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The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.", + "is_splited": false, + "overall_size": 4000, + "train_size": 0, + "test_size": 0, + "c_classes": 2, + "n_classes": 7, + "task_type": "classification", + "target": { + "Quality": "Build a model to predict the quality rating of fruits using various attributes." + }, + "cat_feature_intro": { + "Acidity": "- Acidity: Acidity level of the fruit", + "Quality": "- Quality: Overall quality of the fruit." + }, + "num_feature_intro": { + "A_id": "- A_id: Unique identifier for each fruit", + "Size": "- Size: Size of the fruit", + "Weight": "- Weight: Weight of the fruit", + "Sweetness": "- Sweetness: Degree of sweetness of the fruit", + "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit", + "Juiciness": "- Juiciness: Level of juiciness of the fruit", + "Ripeness": "- Ripeness: Stage of ripeness of the fruit" + }, + "evaluation_metric": 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The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.", + "is_splited": false, + "overall_size": 4000, + "train_size": 0, + "test_size": 0, + "c_classes": 2, + "n_classes": 7, + "task_type": "classification", + "target": { + "Quality": "Build a model to predict the quality rating of fruits using various attributes." + }, + "cat_feature_intro": { + "Acidity": "- Acidity: Acidity level of the fruit", + "Quality": "- Quality: Overall quality of the fruit." + }, + "num_feature_intro": { + "A_id": "- A_id: Unique identifier for each fruit", + "Size": "- Size: Size of the fruit", + "Weight": "- Weight: Weight of the fruit", + "Sweetness": "- Sweetness: Degree of sweetness of the fruit", + "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit", + "Juiciness": "- Juiciness: Level of juiciness of the fruit", + "Ripeness": "- Ripeness: Stage of ripeness of the fruit" + }, + "evaluation_metric": 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The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.", + "is_splited": false, + "overall_size": 4000, + "train_size": 0, + "test_size": 0, + "c_classes": 2, + "n_classes": 7, + "task_type": "classification", + "target": { + "Quality": "Build a model to predict the quality rating of fruits using various attributes." + }, + "cat_feature_intro": { + "Acidity": "- Acidity: Acidity level of the fruit", + "Quality": "- Quality: Overall quality of the fruit." + }, + "num_feature_intro": { + "A_id": "- A_id: Unique identifier for each fruit", + "Size": "- Size: Size of the fruit", + "Weight": "- Weight: Weight of the fruit", + "Sweetness": "- Sweetness: Degree of sweetness of the fruit", + "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit", + "Juiciness": "- Juiciness: Level of juiciness of the fruit", + "Ripeness": "- Ripeness: Stage of ripeness of the fruit" + }, + "evaluation_metric": 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b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/info.json @@ -0,0 +1,66 @@ +{ + "name": "Apple Quality", + "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data", + "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.", + "is_splited": false, + "overall_size": 4000, + "train_size": 0, + "test_size": 0, + "c_classes": 2, + "n_classes": 7, + "task_type": "classification", + "target": { + "Quality": "Build a model to predict the quality rating of fruits using various attributes." + }, + "cat_feature_intro": { + "Acidity": "- Acidity: Acidity level of the fruit", + "Quality": "- Quality: Overall quality of the fruit." + }, + "num_feature_intro": { + "A_id": "- A_id: Unique identifier for each fruit", + "Size": "- Size: Size of the fruit", + "Weight": "- Weight: Weight of the fruit", + "Sweetness": "- Sweetness: Degree of sweetness of the fruit", + "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit", + "Juiciness": "- Juiciness: Level of juiciness of the fruit", + "Ripeness": "- Ripeness: Stage of ripeness of the fruit" + }, + "evaluation_metric": 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index 0000000000000000000000000000000000000000..f1ab6f4b399604a99ac46f45d437d7fc2ea3330a --- /dev/null +++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/Apple_Quality_B4_007_current.json @@ -0,0 +1,2849 @@ +{ + "id": "007", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "Apple Quality", + "table_path": "output/daily/classification/Apple Quality_B4/Apple Quality_B4_007/test.csv", + "query": "We're launching a new fresh juice product and need the juiciest apples for maximum yield. 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into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.", + "is_splited": false, + "overall_size": 4000, + "train_size": 0, + "test_size": 0, + "c_classes": 2, + "n_classes": 7, + "task_type": "classification", + "target": { + "Quality": "Build a model to predict the quality rating of fruits using various attributes." + }, + "cat_feature_intro": { + "Acidity": "- Acidity: Acidity level of the fruit", + "Quality": "- Quality: Overall quality of the fruit." + }, + "num_feature_intro": { + "A_id": "- A_id: Unique identifier for each fruit", + "Size": "- Size: Size of the fruit", + "Weight": "- Weight: Weight of the fruit", + "Sweetness": "- Sweetness: Degree of sweetness of the fruit", + "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit", + "Juiciness": "- Juiciness: Level of juiciness of the fruit", + "Ripeness": "- Ripeness: Stage of ripeness of the fruit" + }, + "evaluation_metric": 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+,,,,,,,Created_by_Nidula_Elgiriyewithana, diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/Apple_Quality_B4_008_current.json b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/Apple_Quality_B4_008_current.json new file mode 100644 index 0000000000000000000000000000000000000000..7b0eabaed35630acd565e6af8937d7c1605783b0 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/Apple_Quality_B4_008_current.json @@ -0,0 +1,2842 @@ +{ + "id": "008", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "Apple Quality", + "table_path": "output/daily/classification/Apple Quality_B4/Apple Quality_B4_008/test.csv", + "query": "Our fruit salad mix requires fruits that are firm and not overly ripe to maintain texture. Based on the history I'm sharing with you, can you isolate the fruits from the latest shipment with a Ripeness level below -4.0 that are likely to fall into the 'bad' quality category, as their firmness is ideal for this mix?", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "005", + "features": { + "A_id": 2777.0, + "Size": -1.660760276, + "Weight": 0.017958389, + "Sweetness": 0.89574889, + "Crunchiness": 0.196900727, + "Juiciness": 1.746120288, + "Ripeness": 0.586570801, + "Acidity": -2.120654024, + "Quality": "good" + } + }, + { + "scenario_id": "006", + "features": { + "A_id": 2256.0, + "Size": 0.481871199, + "Weight": 2.273680169, + "Sweetness": -1.456168246, + "Crunchiness": 2.452203772, + "Juiciness": 0.046173268, + "Ripeness": -1.234474229, + "Acidity": -1.005574147, + "Quality": "bad" + } + }, + { + "scenario_id": "007", + "features": { + "A_id": 2213.0, + "Size": 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The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.", + "is_splited": false, + "overall_size": 4000, + "train_size": 0, + "test_size": 0, + "c_classes": 2, + "n_classes": 7, + "task_type": "classification", + "target": { + "Quality": "Build a model to predict the quality rating of fruits using various attributes." + }, + "cat_feature_intro": { + "Acidity": "- Acidity: Acidity level of the fruit", + "Quality": "- Quality: Overall quality of the fruit." + }, + "num_feature_intro": { + "A_id": "- A_id: Unique identifier for each fruit", + "Size": "- Size: Size of the fruit", + "Weight": "- Weight: Weight of the fruit", + "Sweetness": "- Sweetness: Degree of sweetness of the fruit", + "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit", + "Juiciness": "- Juiciness: Level of juiciness of the fruit", + "Ripeness": "- Ripeness: Stage of ripeness of the fruit" + }, + "evaluation_metric": 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+,,,,,,,Created_by_Nidula_Elgiriyewithana, diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/Hotel_booking_demand_B4_001_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/Hotel_booking_demand_B4_001_current.json new file mode 100644 index 0000000000000000000000000000000000000000..cc58c5bc67d6dafce693d9f59ea1cd5d3bf831f6 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/Hotel_booking_demand_B4_001_current.json @@ -0,0 +1,7147 @@ +{ + "id": "001", + "task_type": "B4", + "subtask_type": "list", + "perspective": "data_holder", + "dataset_name": "Hotel booking demand", + "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_001/test.csv", + "query": "We're preparing for next month's arrivals and need to identify which guests from our new bookings are most likely to not cancel their stay. I've sent over our complete booking history, which shows patterns of who actually checked in versus who canceled. Can you flag all the new reservations that are highly likely to result in a Check-Out?", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "006", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 1, + "lead_time": 175, + "arrival_date_year": 2017, + "arrival_date_month": "August", + "arrival_date_week_number": 33, + "arrival_date_day_of_month": 14, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "ITA", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 2, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 200.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Canceled", + "reservation_status_date": "2017-03-20" + } + }, + { + "scenario_id": "009", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 352, + "arrival_date_year": 2017, + "arrival_date_month": "May", + "arrival_date_week_number": 21, + "arrival_date_day_of_month": 24, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "SC", + "country": "GBR", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 99.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2016-06-19" + } + }, + { + "scenario_id": "012", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 16, + "arrival_date_year": 2016, + "arrival_date_month": "December", + "arrival_date_week_number": 53, + "arrival_date_day_of_month": 28, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 4, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 3.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 76.67, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": 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"total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2016-09-18" + } + }, + { + "scenario_id": "483", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 82, + "arrival_date_year": 2017, + "arrival_date_month": "May", + "arrival_date_week_number": 18, + "arrival_date_day_of_month": 3, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 29.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 130.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2017-02-10" + } + }, + { + "scenario_id": "484", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 21, + "arrival_date_year": 2015, + "arrival_date_month": "September", + "arrival_date_week_number": 37, + "arrival_date_day_of_month": 10, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 6.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 65.55, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-09-07" + } + }, + { + "scenario_id": "486", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 11, + "arrival_date_year": 2017, + "arrival_date_month": "May", + "arrival_date_week_number": 20, + "arrival_date_day_of_month": 14, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 0, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "SC", + "country": "FRA", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 120.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Canceled", + "reservation_status_date": "2017-05-04" + } + }, + { + "scenario_id": "489", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 1, + "lead_time": 393, + "arrival_date_year": 2016, + "arrival_date_month": "October", + "arrival_date_week_number": 41, + "arrival_date_day_of_month": 8, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "HB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 68.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 72.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-12-17" + } + }, + { + "scenario_id": "492", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 1, + "lead_time": 2, + "arrival_date_year": 2017, + "arrival_date_month": "May", + "arrival_date_week_number": 19, + "arrival_date_day_of_month": 8, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 0, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "E", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 152.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 64.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Canceled", + "reservation_status_date": "2017-05-08" + } + }, + { + "scenario_id": "495", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 331, + "arrival_date_year": 2017, + "arrival_date_month": "August", + "arrival_date_week_number": 33, + "arrival_date_day_of_month": 19, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 5, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "SC", + "country": "GBR", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 109.67, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2016-09-23" + } + }, + { + "scenario_id": "499", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 1, + "arrival_date_year": 2016, + "arrival_date_month": "January", + "arrival_date_week_number": 4, + "arrival_date_day_of_month": 21, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 1, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 40.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-01-22" + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "ranking_ground_truth": { + "top_k_ids": [ + "051", + "071", + "138", + "142", + "189", + "195", + "235", + "248", + "255", + "257", + "288", + "296", + "366", + "393", + "499" + ] + }, + "active_filters": [], + "target_class_value": "check-out" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..4bae7277a73d82f8df547137f262e0db16c27237 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/current.csv @@ -0,0 +1,201 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date +Resort Hotel,1,175,2017,August,33,14,1,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,240.0,,0,Transient,200.0,0,1,2017-03-20 +City Hotel,1,352,2017,May,21,24,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2016-06-19 +City Hotel,1,16,2016,December,53,28,2,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,76.67,0,0,2016-12-12 +Resort Hotel,1,319,2017,June,23,5,1,3,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,68.08,0,1,2016-10-13 +City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,2016-11-21 +Resort Hotel,1,72,2016,June,25,13,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,116.0,0,0,2016-04-28 +City Hotel,1,11,2017,April,15,14,1,2,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,138.33,0,0,2017-04-06 +Resort Hotel,1,157,2016,January,5,29,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,88.2,0,1,2016-01-05 +City Hotel,1,36,2017,August,33,16,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,10.0,,0,Transient,100.0,0,0,2017-08-16 +City Hotel,1,622,2017,March,12,23,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,59.0,0,0,2015-10-21 +Resort Hotel,1,253,2015,September,37,12,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,58.95,0,0,2015-06-17 +Resort Hotel,1,1,2016,December,51,13,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,178.0,0,Transient,4.0,0,0,2016-12-13 +City Hotel,1,301,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,2016-03-15 +City Hotel,1,59,2017,March,10,11,1,1,2,0.0,0,BB,CN,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,98.0,0,0,2017-01-16 +Resort Hotel,1,54,2015,September,39,26,2,6,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,69.13,0,1,2015-09-16 +City Hotel,1,296,2016,December,53,26,1,5,2,2.0,0,HB,BEL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,196.07,0,1,2016-09-26 +City Hotel,1,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06 +City Hotel,1,88,2017,February,7,14,0,3,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,1,2016-11-25 +City Hotel,0,1,2017,February,5,3,0,1,1,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,93.0,0,0,2017-02-04 +Resort Hotel,1,200,2016,December,51,17,6,12,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,38.67,0,0,2016-06-03 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13 +City Hotel,1,137,2016,January,5,27,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,45,Transient,70.0,0,0,2015-10-27 +City Hotel,1,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0,2017-01-27 +City Hotel,1,278,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-06-29 +City Hotel,1,43,2017,June,22,3,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,212.8,0,1,2017-04-21 +Resort Hotel,1,0,2017,January,4,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,5,A,D,0,No Deposit,,9.0,0,Transient,35.0,0,0,2017-01-26 +City Hotel,1,90,2017,April,14,4,0,4,2,2.0,0,BB,BEL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.0,0,0,2017-01-11 +Resort Hotel,1,126,2017,April,16,17,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,54.0,0,1,2017-04-06 +City Hotel,1,275,2016,October,41,5,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,2016-06-20 +City Hotel,0,3,2016,October,42,12,0,4,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,3,2016-10-16 +City Hotel,1,221,2016,June,24,10,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,15,Transient,80.0,0,0,2015-11-17 +Resort Hotel,1,8,2015,December,49,5,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,38.0,,0,Transient-Party,68.0,0,0,2015-12-01 +City Hotel,1,189,2016,May,21,19,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,2016-05-18 +City Hotel,1,211,2017,May,21,21,2,4,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,110.75,0,1,2017-01-14 +City Hotel,1,418,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,223,Transient-Party,75.0,0,0,2016-08-02 +City Hotel,1,93,2015,December,52,26,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Contract,106.2,0,1,2015-10-05 +City Hotel,1,130,2017,April,16,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,0,Transient,95.0,0,0,2016-12-12 +City Hotel,1,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,2015-10-23 +City Hotel,1,94,2017,August,34,25,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,86.0,,0,Transient,127.47,0,0,2017-05-29 +Resort Hotel,1,113,2017,May,22,30,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,100.0,0,0,2017-02-08 +Resort Hotel,1,210,2017,May,18,4,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,177.0,,0,Transient,90.0,0,1,2016-11-02 +City Hotel,1,262,2016,December,53,26,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,0,2016-05-29 +City Hotel,1,93,2017,August,33,17,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,190.0,0,1,2017-05-19 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13 +City Hotel,1,28,2016,October,42,13,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0,2016-10-07 +City Hotel,1,59,2016,September,39,24,1,1,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,0,2016-07-28 +Resort Hotel,1,385,2016,September,39,21,0,4,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,66.0,0,0,2015-10-14 +City Hotel,1,304,2016,November,45,3,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0,2016-02-01 +City Hotel,1,20,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-17 +Resort Hotel,1,90,2016,July,29,13,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,175.0,0,0,2016-04-16 +Resort Hotel,1,39,2017,February,6,11,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,2017-01-09 +Resort Hotel,1,179,2016,August,32,1,2,5,2,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,146.8,0,2,2016-07-26 +City Hotel,0,13,2016,September,40,27,0,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,126.28,0,0,2016-09-29 +City Hotel,1,95,2016,November,45,5,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,75.0,0,0,2016-10-21 +City Hotel,1,107,2016,June,24,10,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,187.0,,0,Transient-Party,130.0,0,0,2016-04-04 +City Hotel,1,158,2016,May,22,24,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,31,Transient,130.0,0,0,2016-01-18 +Resort Hotel,0,78,2016,December,53,31,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,C,1,No Deposit,181.0,,0,Transient-Party,168.0,0,0,2017-01-02 +City Hotel,1,31,2016,February,6,5,0,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,67.5,0,0,2016-01-05 +Resort Hotel,1,48,2015,July,31,27,1,1,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,167.0,0,1,2015-06-15 +City Hotel,1,136,2017,March,12,21,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.6,0,1,2017-03-02 +City Hotel,1,113,2016,June,27,30,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,192.0,,0,Transient,85.0,0,0,2016-03-16 +City Hotel,1,360,2015,October,42,12,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,1,461,2016,October,42,13,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,223,2016,June,25,14,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,133.0,,40,Transient,135.0,0,0,2015-12-14 +City Hotel,1,14,2016,June,27,28,0,3,2,0.0,0,BB,QAT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.67,0,1,2016-06-24 +City Hotel,1,7,2017,April,15,13,0,3,2,0.0,0,SC,HKG,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,2017-04-07 +City Hotel,1,309,2016,May,20,12,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,59.0,0,0,2015-10-21 +Resort Hotel,1,1,2015,November,47,18,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,38.0,0,0,2015-11-18 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,2015-10-23 +City Hotel,1,245,2016,July,28,6,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,110.0,0,0,2016-02-23 +Resort Hotel,1,73,2015,August,35,25,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,112.5,0,1,2015-06-15 +Resort Hotel,1,181,2016,April,17,22,1,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,44.1,0,1,2015-12-19 +City Hotel,1,8,2017,July,28,10,1,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,166.67,0,1,2017-07-07 +City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,2017-02-06 +Resort Hotel,0,16,2015,December,49,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,46.4,0,1,2015-12-06 +City Hotel,1,21,2016,September,39,18,2,1,2,0.0,0,SC,MYS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,1,2016-09-09 +City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,2017-04-23 +Resort Hotel,1,209,2017,January,4,28,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,2016-07-29 +City Hotel,1,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0,2017-01-12 +City Hotel,1,155,2017,June,25,24,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,26,Transient,120.0,0,0,2017-02-15 +City Hotel,1,317,2016,September,37,9,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,56,Transient,90.0,0,0,2015-12-23 +City Hotel,1,198,2015,December,49,5,2,1,2,0.0,0,HB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,90.0,0,0,2015-10-23 +Resort Hotel,1,13,2016,August,33,12,0,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,256.0,0,0,2016-07-31 +City Hotel,1,168,2016,April,17,22,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,26.0,,77,Transient,85.0,0,0,2016-01-22 +City Hotel,1,226,2017,July,28,9,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,2016-11-25 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13 +City Hotel,1,92,2017,March,11,15,0,3,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,85.0,0,0,2016-12-13 +City Hotel,1,193,2017,July,30,24,1,3,2,1.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,152.63,0,3,2017-02-10 +City Hotel,1,60,2017,March,13,30,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.4,0,0,2017-03-19 +City Hotel,0,277,2017,July,29,17,1,2,2,1.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,123.3,0,1,2017-07-20 +City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,2015-08-04 +Resort Hotel,1,185,2016,April,17,18,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,86.0,0,0,2016-03-18 +Resort Hotel,1,6,2017,May,18,5,2,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,G,G,2,No Deposit,250.0,,0,Transient,195.0,0,0,2017-04-29 +City Hotel,1,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,2015-07-06 +Resort Hotel,0,123,2016,October,43,21,2,3,2,0.0,0,BB,SWE,Groups,Corporate,0,0,0,E,E,3,No Deposit,,,0,Transient-Party,75.0,1,0,2016-10-26 +City Hotel,1,89,2015,September,40,27,1,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-09-22 +City Hotel,1,254,2016,September,39,24,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,2016-03-01 +City Hotel,0,12,2015,December,49,5,1,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,55.0,0,0,2015-12-07 +Resort Hotel,1,138,2017,August,32,7,1,3,2,1.0,0,HB,CHE,Online TA,TA/TO,0,0,0,C,C,1,No Deposit,240.0,,0,Transient,298.0,0,0,2017-04-08 +City Hotel,0,31,2016,May,20,13,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,105.3,0,0,2016-05-15 +City Hotel,1,207,2015,September,40,29,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,2015-07-23 +City Hotel,1,35,2015,September,39,25,2,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-09-09 +City Hotel,1,18,2017,May,21,21,2,2,2,0.0,0,SC,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,137.5,0,0,2017-05-21 +Resort Hotel,1,77,2017,April,15,12,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,81.67,0,0,2017-01-25 +City Hotel,1,61,2016,April,16,11,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,76.58,0,0,2016-02-11 +Resort Hotel,1,202,2017,May,18,4,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient-Party,90.0,0,0,2017-02-07 +City Hotel,1,303,2017,April,14,6,0,3,2,2.0,0,BB,TUR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,181.8,0,1,2017-01-16 +City Hotel,1,67,2017,March,11,14,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,106.2,0,0,2017-01-31 +Resort Hotel,0,124,2016,August,34,17,0,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,191.0,0,1,2016-08-21 +City Hotel,1,476,2017,July,28,15,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0,2017-07-03 +City Hotel,1,180,2015,October,42,16,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,2015-08-31 +City Hotel,0,115,2016,June,26,19,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,101.66,0,1,2016-06-24 +City Hotel,1,33,2016,September,37,8,2,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,0,2016-08-08 +Resort Hotel,1,49,2015,September,38,19,1,1,2,0.0,0,BB,,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,99.0,0,0,2015-09-19 +City Hotel,1,30,2015,October,41,7,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,94.5,0,2,2015-10-07 +Resort Hotel,1,19,2017,July,30,28,0,2,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,184.5,0,2,2017-07-28 +City Hotel,1,16,2016,May,23,29,1,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,111.0,0,0,2016-05-13 +City Hotel,1,149,2017,June,25,24,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,130.0,0,0,2017-06-23 +City Hotel,1,55,2017,March,10,5,2,0,1,0.0,0,BB,ARG,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,94.0,0,1,2017-01-19 +City Hotel,1,278,2016,August,33,11,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0,2015-12-18 +City Hotel,1,32,2016,February,6,5,1,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,72.9,0,0,2016-01-04 +Resort Hotel,1,47,2016,November,45,5,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,88.96,0,0,2016-09-20 +Resort Hotel,1,36,2017,January,5,30,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,48.0,0,1,2017-01-13 +Resort Hotel,1,279,2017,June,25,22,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,80.1,0,1,2017-03-08 +City Hotel,1,59,2017,January,4,23,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,2016-11-25 +Resort Hotel,1,34,2016,January,3,15,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,44.8,0,1,2015-12-26 +City Hotel,1,250,2017,May,21,24,0,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1,2017-04-01 +City Hotel,1,5,2016,March,13,23,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,0,2016-03-18 +City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,2015-01-30 +Resort Hotel,1,121,2016,December,51,16,2,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,73.8,0,2,2016-10-24 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,2016-12-07 +City Hotel,1,86,2015,October,40,3,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,86.0,0,0,2015-09-28 +City Hotel,1,134,2017,June,26,29,0,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.7,0,0,2017-02-15 +City Hotel,1,70,2017,January,1,3,0,4,2,1.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.4,0,1,2016-12-01 +City Hotel,1,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02 +City Hotel,0,3,2016,October,43,16,1,0,1,0.0,0,SC,KOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient,120.0,0,1,2016-10-17 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,2016-12-07 +City Hotel,1,44,2016,February,8,17,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,3,Transient,75.0,0,0,2016-01-16 +City Hotel,1,264,2017,July,28,12,1,4,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,80.09,0,2,2017-04-02 +Resort Hotel,1,173,2016,September,40,27,2,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,92.14,0,0,2016-04-08 +City Hotel,1,337,2016,June,24,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,28,2017,April,16,18,0,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,214.0,0,0,2017-03-23 +City Hotel,1,29,2017,June,22,3,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0,2017-05-22 +City Hotel,1,69,2016,October,44,25,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,69.99,0,0,2016-08-17 +City Hotel,1,18,2017,February,5,3,1,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,2017-02-03 +City Hotel,1,101,2016,June,27,27,1,5,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,140.0,0,0,2016-05-06 +City Hotel,1,162,2016,October,42,14,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,2016-08-11 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13 +Resort Hotel,0,123,2016,November,48,25,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,64.8,0,1,2016-11-27 +Resort Hotel,1,90,2016,April,17,19,4,10,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,90.14,0,2,2016-04-01 +City Hotel,1,273,2016,May,20,13,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,95.0,0,0,2015-12-18 +City Hotel,1,358,2015,October,41,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-07-23 +City Hotel,1,260,2015,July,27,4,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-06-16 +City Hotel,1,161,2017,February,7,13,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,8.0,,0,Transient,74.8,0,1,2017-01-06 +Resort Hotel,1,245,2015,September,39,25,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,248.0,,0,Transient,80.0,0,0,2015-07-31 +City Hotel,1,36,2017,July,30,27,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,85.0,,0,Transient,79.0,0,0,2017-07-18 +City Hotel,1,87,2017,February,7,17,0,2,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.28,0,0,2016-12-08 +Resort Hotel,1,180,2015,August,33,9,4,9,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,240.0,,0,Transient,134.0,0,0,2015-02-11 +Resort Hotel,1,63,2016,December,50,9,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,339.0,,0,Transient,26.64,0,0,2016-12-05 +City Hotel,1,111,2017,March,12,20,4,10,1,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.26,0,0,2017-03-20 +City Hotel,1,8,2016,February,8,15,1,2,1,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0,2016-02-09 +City Hotel,1,198,2016,May,21,20,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,B,1,No Deposit,1.0,,98,Transient-Party,57.5,0,0,2016-03-22 +Resort Hotel,1,319,2017,June,23,5,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,74.25,0,0,2016-09-28 +Resort Hotel,1,78,2015,October,41,9,1,2,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,134.0,,0,Transient,92.0,0,0,2015-08-14 +Resort Hotel,1,169,2016,August,33,13,2,6,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,141.6,0,0,2016-02-26 +Resort Hotel,1,148,2015,October,43,24,0,1,1,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,39.0,0,0,2015-06-26 +Resort Hotel,1,259,2015,September,38,17,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,40.05,0,0,2015-01-21 +City Hotel,1,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,113,2016,December,50,8,0,1,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,90.0,0,1,2016-11-19 +City Hotel,1,68,2017,July,28,11,0,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-05-25 +City Hotel,1,35,2016,September,40,26,1,0,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2016-08-23 +Resort Hotel,1,24,2017,March,11,13,1,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,66.0,,0,Transient-Party,32.0,0,0,2017-03-06 +City Hotel,1,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,2017-02-02 +Resort Hotel,1,203,2017,April,17,25,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,90.0,0,0,2017-01-06 +City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,2016-11-25 +City Hotel,1,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,336,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,109.0,0,0,2015-03-25 +City Hotel,1,98,2015,November,48,23,1,2,1,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,84.0,0,0,2015-09-14 +City Hotel,1,20,2016,February,7,10,0,4,2,0.0,0,SC,IND,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,63.2,0,0,2016-02-10 +City Hotel,1,24,2016,November,45,1,0,4,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,161.5,0,0,2016-10-08 +City Hotel,1,55,2016,July,28,7,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,219.0,0,Transient-Party,79.0,0,0,2016-07-06 +City Hotel,1,134,2017,June,23,7,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,110.0,0,0,2017-01-24 +City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,2016-11-21 +City Hotel,1,87,2015,September,39,25,2,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-09-09 +City Hotel,1,9,2016,January,4,20,2,9,2,0.0,0,BB,SAU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.27,0,0,2016-01-20 +Resort Hotel,1,47,2015,July,27,2,2,5,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,153.0,0,0,2015-06-02 +Resort Hotel,1,17,2017,June,23,9,2,3,2,1.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,250.0,,0,Transient,223.0,0,0,2017-05-24 +City Hotel,1,41,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-08-07 +City Hotel,1,360,2015,October,42,12,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,1,135,2016,July,31,26,0,4,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,0,2016-03-14 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,2015-10-23 +Resort Hotel,1,101,2016,November,48,26,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,2016-09-18 +City Hotel,1,82,2017,May,18,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,130.0,0,0,2017-02-10 +City Hotel,1,21,2015,September,37,10,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,65.55,0,0,2015-09-07 +City Hotel,1,11,2017,May,20,14,2,0,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-05-04 +Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,2015-12-17 +Resort Hotel,1,2,2017,May,19,8,1,0,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,152.0,,0,Transient,64.0,0,1,2017-05-08 +City Hotel,1,331,2017,August,33,19,2,5,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.67,0,0,2016-09-23 +Resort Hotel,0,1,2016,January,4,21,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,40.0,0,1,2016-01-22 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/info.json new file mode 100644 index 0000000000000000000000000000000000000000..4816c05993309461836de8622438e342f2e503ff --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/info.json @@ -0,0 +1,398 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract).", + "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).", + "reservation_status_date": "Date when the reservation status was last updated." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "adr": [ + -6.38, + 5400.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "children": [ + 0.0, + 10.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "is_canceled": [ + 0.0, + 1.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "country": [ + "ABW", + "AGO", + "AIA", + "ALB", + "AND", + "ARE", + "ARG", + "ARM", + "ASM", + "ATA", + "ATF", + "AUS", + "AUT", + "AZE", + "BDI", + "BEL", + "BEN", + "BFA", + "BGD", + "BGR", + "BHR", + "BHS", + "BIH", + "BLR", + "BOL", + "BRA", + "BRB", + "BWA", + "CAF", + "CHE", + "CHL", + "CHN", + "CIV", + "CMR", + "CN", + "COL", + "COM", + "CPV", + "CRI", + "CUB", + "CYM", + "CYP", + "CZE", + "DEU", + "DJI", + "DMA", + "DNK", + "DOM", + "DZA", + "ECU", + "EGY", + "ESP", + "EST", + "ETH", + "FIN", + "FJI", + "FRA", + "FRO", + "GAB", + "GBR", + "GEO", + "GGY", + "GHA", + "GIB", + "GLP", + "GNB", + "GRC", + "GTM", + "GUY", + "HKG", + "HND", + "HRV", + "HUN", + "IDN", + "IMN", + "IND", + "IRL", + "IRN", + "IRQ", + "ISL", + "ISR", + "ITA", + "JAM", + "JEY", + "JOR", + "JPN", + "KAZ", + "KEN", + "KHM", + "KIR", + "KNA", + "KOR", + "KWT", + "LAO", + "LBN", + "LBY", + "LCA", + "LIE", + "LKA", + "LTU", + "LUX", + "LVA", + "MAC", + "MAR", + "MCO", + "MDG", + "MDV", + "MEX", + "MKD", + "MLI", + "MLT", + "MMR", + "MNE", + "MOZ", + "MRT", + "MUS", + "MWI", + "MYS", + "MYT", + "NAM", + "NCL", + "NGA", + "NIC", + "NLD", + "NOR", + "NPL", + "NZL", + "OMN", + "PAK", + "PAN", + "PER", + "PHL", + "PLW", + "POL", + "PRI", + "PRT", + "PRY", + "PYF", + "QAT", + "ROU", + "RUS", + "RWA", + "SAU", + "SDN", + "SEN", + "SGP", + "SLE", + "SLV", + "SMR", + "SRB", + "STP", + "SUR", + "SVK", + "SVN", + "SWE", + "SYC", + "SYR", + "TGO", + "THA", + "TJK", + "TMP", + "TUN", + "TUR", + "TWN", + "TZA", + "UGA", + "UKR", + "UMI", + "URY", + "USA", + "UZB", + "VEN", + "VGB", + "VNM", + "ZAF", + "ZMB", + "ZWE" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "reservation_status": [ + "Canceled", + "Check-Out", + "No-Show" + ], + "reservation_status_date": "string", + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..de12f6c9aa4fabf713c739a470d57f9ae372b522 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test.csv @@ -0,0 +1,501 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,24,2016,September,37,9,2,2,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,136.5,0,0,Canceled,2016-09-02 +City Hotel,1,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,414,2015,December,49,5,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-07-23 +City Hotel,1,169,2017,May,18,6,2,1,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,Canceled,2017-04-26 +City Hotel,1,92,2017,August,31,2,0,3,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,2,Canceled,2017-05-04 +Resort Hotel,1,175,2017,August,33,14,1,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,240.0,,0,Transient,200.0,0,1,Canceled,2017-03-20 +City Hotel,1,99,2016,February,8,19,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,1,0,A,A,0,No Deposit,,67.0,0,Transient-Party,80.0,0,0,Canceled,2015-12-22 +City Hotel,1,55,2017,March,11,15,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Canceled,2017-01-22 +City Hotel,1,352,2017,May,21,24,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,Canceled,2016-06-19 +City Hotel,1,107,2016,August,34,18,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient-Party,135.27,0,0,Canceled,2016-05-12 +Resort Hotel,1,77,2015,September,40,28,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,55.44,0,1,Canceled,2015-07-25 +City Hotel,1,16,2016,December,53,28,2,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,76.67,0,0,Canceled,2016-12-12 +City Hotel,1,190,2017,July,29,16,2,2,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,147.9,0,0,Canceled,2017-03-14 +Resort Hotel,1,319,2017,June,23,5,1,3,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,68.08,0,1,Canceled,2016-10-13 +City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,Canceled,2016-11-21 +Resort Hotel,1,72,2016,June,25,13,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,116.0,0,0,Canceled,2016-04-28 +City Hotel,1,36,2016,August,32,2,0,3,0,2.0,0,BB,ESP,Direct,Direct,0,0,0,B,B,0,No Deposit,14.0,,0,Transient,118.15,0,0,Canceled,2016-06-29 +Resort Hotel,1,222,2015,September,38,15,1,5,2,0.0,0,FB,PRT,Groups,Corporate,0,25,0,A,A,0,Non Refund,252.0,,0,Transient,49.95,0,0,Canceled,2015-03-03 +City Hotel,1,11,2017,April,15,14,1,2,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,138.33,0,0,Canceled,2017-04-06 +Resort Hotel,1,157,2016,January,5,29,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,88.2,0,1,Canceled,2016-01-05 +City Hotel,1,278,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,1,40,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,150.0,0,1,Canceled,2017-05-02 +City Hotel,1,36,2017,August,33,16,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,10.0,,0,Transient,100.0,0,0,Canceled,2017-08-16 +City Hotel,1,622,2017,March,12,23,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,59.0,0,0,Canceled,2015-10-21 +City Hotel,1,39,2017,March,13,27,1,1,1,0.0,0,SC,MYS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,98.0,0,0,Canceled,2017-02-17 +City Hotel,1,62,2017,April,14,6,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,135.0,0,0,Canceled,2017-02-03 +Resort Hotel,1,253,2015,September,37,12,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,58.95,0,0,Canceled,2015-06-17 +Resort Hotel,1,1,2016,December,51,13,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,178.0,0,Transient,4.0,0,0,Canceled,2016-12-13 +City Hotel,1,70,2016,September,38,15,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,149.4,0,0,Canceled,2016-07-07 +City Hotel,1,301,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,Canceled,2016-03-15 +Resort Hotel,1,294,2016,December,53,28,2,4,1,0.0,0,HB,ITA,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,84.5,0,0,Canceled,2016-03-09 +City Hotel,1,59,2017,March,10,11,1,1,2,0.0,0,BB,CN,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,98.0,0,0,Canceled,2017-01-16 +Resort Hotel,1,358,2017,July,30,29,2,5,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,165.6,0,0,Canceled,2016-08-08 +Resort Hotel,1,54,2015,September,39,26,2,6,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,69.13,0,1,Canceled,2015-09-16 +City Hotel,1,304,2015,August,34,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,1,301,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,Canceled,2016-03-15 +City Hotel,1,296,2016,December,53,26,1,5,2,2.0,0,HB,BEL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,196.07,0,1,Canceled,2016-09-26 +City Hotel,1,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +Resort Hotel,1,168,2017,August,33,17,2,6,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,217.5,0,1,Canceled,2017-03-27 +City Hotel,1,386,2016,July,31,28,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,88,2017,February,7,14,0,3,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,1,Canceled,2016-11-25 +City Hotel,1,31,2017,June,22,1,0,2,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,1,Canceled,2017-05-24 +Resort Hotel,1,172,2017,January,1,1,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,42.69,0,0,Canceled,2016-07-13 +Resort Hotel,1,58,2017,April,15,14,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient-Party,80.0,0,0,Canceled,2017-02-15 +City Hotel,1,150,2017,June,24,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,120.0,0,0,Canceled,2017-01-18 +City Hotel,1,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,80,2015,July,27,3,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.5,0,1,Canceled,2015-04-17 +Resort Hotel,1,183,2017,August,33,13,2,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,193.33,0,0,Canceled,2017-02-12 +City Hotel,1,193,2015,October,42,15,0,3,2,0.0,0,BB,,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,65.0,0,0,Canceled,2015-09-16 +City Hotel,1,414,2015,December,49,5,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-07-23 +City Hotel,0,1,2017,February,5,3,0,1,1,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,93.0,0,0,Check-Out,2017-02-04 +City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,Canceled,2016-01-18 +City Hotel,1,172,2017,August,32,6,2,2,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,115.63,0,0,Canceled,2017-03-04 +City Hotel,1,213,2016,June,24,7,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,62,Transient,130.0,0,0,Canceled,2016-01-08 +Resort Hotel,1,200,2016,December,51,17,6,12,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,38.67,0,0,Canceled,2016-06-03 +Resort Hotel,1,189,2016,January,2,5,0,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,25.11,0,2,Canceled,2015-12-26 +City Hotel,1,152,2017,May,18,3,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,0,Transient,100.0,0,0,Canceled,2016-12-02 +City Hotel,1,27,2016,February,6,6,1,1,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,75.0,0,0,Canceled,2016-01-24 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,Canceled,2016-07-13 +Resort Hotel,1,286,2016,June,24,9,2,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.0,0,2,Canceled,2016-05-23 +City Hotel,1,137,2016,January,5,27,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,45,Transient,70.0,0,0,Canceled,2015-10-27 +City Hotel,1,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0,Canceled,2017-01-27 +City Hotel,1,278,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-06-29 +City Hotel,1,43,2017,June,22,3,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,212.8,0,1,Canceled,2017-04-21 +City Hotel,1,325,2016,October,43,17,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,0,Transient,95.0,0,0,Canceled,2016-01-06 +Resort Hotel,1,0,2017,January,4,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,5,A,D,0,No Deposit,,9.0,0,Transient,35.0,0,0,No-Show,2017-01-26 +City Hotel,1,90,2017,April,14,4,0,4,2,2.0,0,BB,BEL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.0,0,0,Canceled,2017-01-11 +Resort Hotel,1,126,2017,April,16,17,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,54.0,0,1,Canceled,2017-04-06 +Resort Hotel,1,5,2017,March,9,3,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,80.0,0,0,Canceled,2017-02-27 +City Hotel,1,275,2016,October,41,5,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,Canceled,2016-06-20 +City Hotel,0,3,2016,October,42,12,0,4,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,3,Check-Out,2016-10-16 +City Hotel,1,28,2017,March,9,2,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,95.0,0,0,Canceled,2017-02-02 +City Hotel,1,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,229,2016,October,44,28,1,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,128.7,0,0,Canceled,2016-04-28 +City Hotel,1,142,2017,June,23,9,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.33,0,0,Canceled,2017-05-05 +City Hotel,1,16,2016,June,24,8,0,1,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,92.65,0,0,Canceled,2016-05-31 +City Hotel,1,75,2016,December,49,2,2,2,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,1,Canceled,2016-10-19 +City Hotel,1,221,2016,June,24,10,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,15,Transient,80.0,0,0,Canceled,2015-11-17 +City Hotel,1,208,2017,April,13,1,2,1,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,2,Canceled,2016-10-03 +Resort Hotel,1,43,2017,January,1,4,1,4,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,42.0,0,0,Canceled,2016-11-22 +Resort Hotel,1,282,2017,June,22,2,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,80.1,0,1,Canceled,2017-04-09 +Resort Hotel,1,143,2016,April,18,24,2,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,84.0,0,0,Canceled,2016-01-05 +Resort Hotel,1,8,2015,December,49,5,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,38.0,,0,Transient-Party,68.0,0,0,Canceled,2015-12-01 +City Hotel,1,189,2016,May,21,19,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,Canceled,2016-05-18 +City Hotel,1,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +Resort Hotel,1,65,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,37.0,0,0,Canceled,2016-09-16 +City Hotel,1,211,2017,May,21,21,2,4,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,110.75,0,1,Canceled,2017-01-14 +Resort Hotel,1,183,2016,December,49,3,2,1,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,C,1,Non Refund,38.0,,0,Transient,72.0,0,0,Canceled,2016-10-26 +City Hotel,1,81,2016,October,42,10,1,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,119.07,0,0,Canceled,2016-10-09 +City Hotel,1,102,2017,March,12,23,1,3,2,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,100.3,0,1,Canceled,2016-12-13 +City Hotel,1,198,2017,June,26,26,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,1,Canceled,2017-03-03 +City Hotel,1,418,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,223,Transient-Party,75.0,0,0,Canceled,2016-08-02 +City Hotel,1,103,2015,July,29,18,2,1,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,Canceled,2015-07-16 +City Hotel,1,93,2015,December,52,26,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Contract,106.2,0,1,Canceled,2015-10-05 +City Hotel,1,118,2016,June,24,6,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,37.0,,0,Transient-Party,120.0,0,0,Canceled,2016-04-13 +City Hotel,1,130,2017,April,16,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,0,Transient,95.0,0,0,Canceled,2016-12-12 +City Hotel,1,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,479,2017,August,32,9,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,1,Canceled,2017-07-28 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,Canceled,2015-10-23 +Resort Hotel,1,21,2016,February,8,19,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,2,Canceled,2016-02-19 +City Hotel,1,94,2017,August,34,25,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,86.0,,0,Transient,127.47,0,0,Canceled,2017-05-29 +City Hotel,1,143,2017,August,32,12,2,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0,Canceled,2017-05-02 +Resort Hotel,1,113,2017,May,22,30,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,100.0,0,0,Canceled,2017-02-08 +City Hotel,1,20,2016,September,39,18,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,118.0,,0,Transient,95.0,0,1,Canceled,2016-09-13 +City Hotel,1,468,2016,October,43,20,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,13,2017,May,21,27,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,190.0,0,1,Canceled,2017-05-21 +Resort Hotel,1,245,2017,August,33,17,2,4,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,E,E,2,No Deposit,240.0,,0,Transient,222.0,0,2,Canceled,2017-05-01 +City Hotel,1,96,2015,July,28,11,2,1,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,Canceled,2015-06-23 +Resort Hotel,1,210,2017,May,18,4,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,177.0,,0,Transient,90.0,0,1,Canceled,2016-11-02 +City Hotel,1,262,2016,December,53,26,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,0,Canceled,2016-05-29 +City Hotel,1,93,2017,August,33,17,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,190.0,0,1,Canceled,2017-05-19 +City Hotel,1,49,2017,August,31,5,2,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,1,Canceled,2017-06-18 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,Canceled,2016-07-13 +City Hotel,1,72,2016,March,13,26,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,Canceled,2016-02-09 +Resort Hotel,1,23,2015,December,49,3,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,46.4,0,1,Canceled,2015-11-13 +City Hotel,1,0,2016,January,3,12,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,89.0,0,0,Canceled,2016-01-12 +City Hotel,1,164,2015,August,33,14,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2015-05-19 +City Hotel,1,28,2016,October,42,13,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0,Canceled,2016-10-07 +City Hotel,1,52,2016,September,38,16,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,75.0,0,0,Canceled,2016-08-24 +City Hotel,1,59,2016,September,39,24,1,1,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,0,Canceled,2016-07-28 +Resort Hotel,1,273,2017,August,31,3,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,172.8,0,0,Canceled,2016-11-03 +City Hotel,1,3,2016,February,9,27,4,6,2,0.0,0,HB,SAU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,150.8,0,0,No-Show,2016-02-27 +Resort Hotel,1,385,2016,September,39,21,0,4,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,66.0,0,0,Canceled,2015-10-14 +City Hotel,1,304,2016,November,45,3,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0,Canceled,2016-02-01 +City Hotel,1,34,2015,December,50,8,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,0,Transient,90.0,0,0,Canceled,2015-11-17 +City Hotel,1,20,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-17 +City Hotel,1,44,2016,November,48,22,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.07,0,1,Canceled,2016-10-11 +City Hotel,1,36,2016,June,27,29,0,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,11.0,,0,Transient,110.8,0,0,Canceled,2016-06-01 +Resort Hotel,1,13,2016,November,46,6,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,339.0,,0,Transient,43.2,0,0,Canceled,2016-10-27 +Resort Hotel,1,90,2016,July,29,13,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,175.0,0,0,Canceled,2016-04-16 +Resort Hotel,1,39,2017,February,6,11,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,Canceled,2017-01-09 +City Hotel,1,268,2016,October,45,30,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,193,Transient,105.0,0,0,Canceled,2016-10-17 +Resort Hotel,1,179,2016,August,32,1,2,5,2,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,146.8,0,2,Canceled,2016-07-26 +Resort Hotel,1,22,2017,February,6,11,2,5,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,51.84,0,0,Canceled,2017-02-01 +City Hotel,1,266,2017,May,18,3,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,Canceled,2017-03-09 +Resort Hotel,1,17,2017,January,3,16,1,2,1,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,55.0,0,0,Canceled,2017-01-03 +City Hotel,1,420,2016,September,36,3,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,35.0,,0,Transient,75.0,0,0,Canceled,2015-10-12 +City Hotel,0,13,2016,September,40,27,0,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,126.28,0,0,Check-Out,2016-09-29 +City Hotel,1,95,2016,November,45,5,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,75.0,0,0,Canceled,2016-10-21 +City Hotel,1,107,2016,June,24,10,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,187.0,,0,Transient-Party,130.0,0,0,Canceled,2016-04-04 +City Hotel,1,158,2016,May,22,24,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,31,Transient,130.0,0,0,Canceled,2016-01-18 +Resort Hotel,0,78,2016,December,53,31,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,C,1,No Deposit,181.0,,0,Transient-Party,168.0,0,0,Check-Out,2017-01-02 +City Hotel,1,31,2016,February,6,5,0,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,67.5,0,0,Canceled,2016-01-05 +Resort Hotel,1,59,2016,November,48,24,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,37.8,0,1,Canceled,2016-10-17 +Resort Hotel,1,210,2017,May,18,4,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,177.0,,0,Transient,50.4,0,1,Canceled,2016-11-02 +City Hotel,1,53,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,105.0,0,0,Canceled,2016-08-30 +City Hotel,1,282,2017,July,27,5,0,2,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,141.3,0,1,Canceled,2016-10-10 +City Hotel,1,87,2016,October,44,23,2,2,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,118.35,0,0,Canceled,2016-10-09 +Resort Hotel,1,48,2015,July,31,27,1,1,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,167.0,0,1,Canceled,2015-06-15 +City Hotel,1,136,2017,March,12,21,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.6,0,1,Canceled,2017-03-02 +City Hotel,1,121,2016,June,24,9,0,1,2,0.0,0,BB,PRT,Offline TA/TO,Corporate,0,0,0,A,A,1,No Deposit,191.0,,0,Transient-Party,120.0,0,0,Canceled,2016-06-02 +City Hotel,1,173,2017,August,33,17,2,8,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,127.71,0,0,Canceled,2017-03-06 +City Hotel,1,60,2016,March,13,20,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,75.0,0,0,Canceled,2016-01-22 +City Hotel,1,113,2016,June,27,30,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,192.0,,0,Transient,85.0,0,0,Canceled,2016-03-16 +City Hotel,1,174,2016,August,33,13,1,1,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,0,Canceled,2016-08-01 +City Hotel,1,91,2016,April,14,2,2,4,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,81.25,0,1,Canceled,2016-03-29 +City Hotel,1,69,2017,April,14,6,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,197.0,0,Transient,85.0,0,0,Canceled,2017-01-27 +City Hotel,1,196,2016,September,36,3,2,6,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,121.98,0,0,Canceled,2016-02-21 +City Hotel,1,360,2015,October,42,12,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,1,43,2016,October,44,24,2,5,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,63.0,0,1,Canceled,2016-10-10 +City Hotel,1,461,2016,October,42,13,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,151,2017,May,19,13,2,2,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,95.0,0,0,Canceled,2016-12-13 +Resort Hotel,1,135,2016,October,43,22,2,2,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,118.0,0,0,Canceled,2016-06-20 +City Hotel,1,68,2016,April,18,24,2,2,1,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,79.56,0,0,Canceled,2016-02-17 +Resort Hotel,1,244,2015,September,36,2,2,5,2,0.0,0,BB,IRL,Groups,TA/TO,0,24,0,A,A,0,No Deposit,96.0,,0,Transient-Party,8.0,0,0,Canceled,2015-06-17 +City Hotel,1,223,2016,June,25,14,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,133.0,,40,Transient,135.0,0,0,Canceled,2015-12-14 +City Hotel,1,14,2016,June,27,28,0,3,2,0.0,0,BB,QAT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.67,0,1,Canceled,2016-06-24 +City Hotel,1,7,2017,April,15,13,0,3,2,0.0,0,SC,HKG,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,Canceled,2017-04-07 +City Hotel,1,309,2016,May,20,12,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,59.0,0,0,Canceled,2015-10-21 +City Hotel,1,81,2016,May,21,15,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,133.0,,0,Transient-Party,90.0,0,0,Canceled,2016-03-21 +Resort Hotel,1,1,2015,November,47,18,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,38.0,0,0,No-Show,2015-11-18 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,Canceled,2015-10-23 +City Hotel,1,245,2016,July,28,6,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,110.0,0,0,Canceled,2016-02-23 +City Hotel,1,316,2017,May,19,10,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.8,0,1,Canceled,2017-01-09 +City Hotel,1,316,2016,May,21,19,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-22 +City Hotel,1,108,2016,March,12,19,2,1,2,0.0,1,BB,ESP,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,116.0,0,2,Canceled,2016-01-09 +Resort Hotel,1,73,2015,August,35,25,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,112.5,0,1,Canceled,2015-06-15 +City Hotel,1,89,2015,November,48,23,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,72.25,0,2,Canceled,2015-10-26 +Resort Hotel,1,181,2016,April,17,22,1,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,44.1,0,1,Canceled,2015-12-19 +City Hotel,1,15,2017,January,3,21,1,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.0,0,0,Canceled,2017-01-07 +City Hotel,1,53,2016,April,18,30,0,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,116.1,0,0,Canceled,2016-04-14 +City Hotel,1,8,2017,July,28,10,1,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,166.67,0,1,Canceled,2017-07-07 +Resort Hotel,1,296,2017,June,25,24,4,7,2,0.0,0,BB,SVN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,84.93,0,1,Canceled,2017-02-09 +Resort Hotel,1,138,2016,October,43,22,2,2,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,68.0,0,0,Canceled,2016-06-20 +Resort Hotel,1,247,2015,October,41,9,1,2,1,0.0,0,FB,ESP,Groups,TA/TO,0,1,0,A,A,0,Non Refund,68.0,,0,Transient,19.0,0,0,Canceled,2015-09-02 +City Hotel,1,9,2017,February,5,1,8,19,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,99.29,0,0,Canceled,2017-01-26 +City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,Canceled,2017-02-06 +Resort Hotel,1,6,2016,July,30,18,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,53.0,0,Transient,126.0,0,0,Canceled,2016-07-14 +Resort Hotel,0,16,2015,December,49,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,46.4,0,1,Check-Out,2015-12-06 +City Hotel,1,21,2016,September,39,18,2,1,2,0.0,0,SC,MYS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,1,Canceled,2016-09-09 +City Hotel,1,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,Canceled,2016-04-27 +City Hotel,1,105,2016,April,15,6,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,Canceled,2016-01-18 +Resort Hotel,1,18,2017,January,2,14,1,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,68.0,0,2,Canceled,2017-01-01 +City Hotel,1,12,2016,September,39,18,2,1,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,162.33,0,2,Canceled,2016-09-15 +City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,Check-Out,2017-04-23 +Resort Hotel,1,209,2017,January,4,28,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,Canceled,2016-07-29 +City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,Canceled,2016-01-18 +City Hotel,1,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0,Canceled,2017-01-12 +Resort Hotel,1,18,2016,March,12,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,Canceled,2016-03-01 +City Hotel,1,155,2017,June,25,24,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,26,Transient,120.0,0,0,Canceled,2017-02-15 +City Hotel,1,221,2016,June,25,14,2,7,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,8.0,,0,Transient,95.2,0,2,Canceled,2015-11-11 +City Hotel,1,27,2017,January,5,31,0,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,98.0,0,1,Canceled,2017-01-15 +Resort Hotel,1,66,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,103.5,0,1,Canceled,2015-07-02 +City Hotel,1,317,2016,September,37,9,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,56,Transient,90.0,0,0,Canceled,2015-12-23 +Resort Hotel,1,22,2016,October,43,18,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,1,Canceled,2016-10-06 +City Hotel,1,198,2015,December,49,5,2,1,2,0.0,0,HB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,90.0,0,0,Canceled,2015-10-23 +Resort Hotel,1,13,2016,August,33,12,0,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,256.0,0,0,Canceled,2016-07-31 +City Hotel,1,1,2017,January,2,14,2,1,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,83.0,,0,Transient,175.2,0,0,No-Show,2017-01-14 +City Hotel,1,168,2016,April,17,22,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,26.0,,77,Transient,85.0,0,0,Canceled,2016-01-22 +City Hotel,1,24,2015,December,49,5,2,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,1,0,A,A,0,No Deposit,,143.0,0,Transient-Party,50.0,0,0,Canceled,2015-12-03 +City Hotel,1,220,2016,September,38,17,2,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,177.0,,0,Transient-Party,172.0,0,0,Canceled,2016-08-17 +City Hotel,1,440,2016,September,39,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,220,2016,December,53,30,2,2,3,0.0,0,BB,CHL,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,114.75,0,1,Canceled,2016-12-05 +Resort Hotel,1,155,2017,July,26,1,2,5,2,1.0,1,HB,PRT,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,196.0,,0,Transient,146.93,0,0,Canceled,2017-05-17 +City Hotel,1,454,2016,October,41,6,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,59.0,0,0,Canceled,2015-10-21 +Resort Hotel,1,144,2017,March,11,14,4,14,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,440.0,,0,Transient-Party,62.0,0,0,Canceled,2016-12-07 +City Hotel,1,251,2017,June,26,30,2,2,2,1.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.58,0,2,Canceled,2017-04-15 +City Hotel,1,11,2016,June,26,20,1,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,156.0,0,1,Canceled,2016-06-14 +City Hotel,1,226,2017,July,28,9,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,Canceled,2016-11-25 +City Hotel,1,119,2016,June,27,28,2,5,2,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.61,0,0,Canceled,2016-03-02 +City Hotel,1,364,2015,October,42,16,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,Canceled,2016-07-13 +Resort Hotel,1,378,2016,November,45,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,C,1,Non Refund,248.0,,0,Transient,46.0,0,0,Canceled,2016-10-18 +City Hotel,1,92,2017,March,11,15,0,3,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,85.0,0,0,Canceled,2016-12-13 +City Hotel,1,27,2016,September,40,26,1,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,140.2,0,0,Canceled,2016-09-18 +City Hotel,1,8,2016,October,41,7,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,15.0,,0,Transient,176.0,0,0,Canceled,2016-09-29 +City Hotel,1,193,2017,July,30,24,1,3,2,1.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,152.63,0,3,Canceled,2017-02-10 +City Hotel,1,159,2017,April,15,13,0,3,2,0.0,1,SC,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,117.0,0,1,Canceled,2017-03-21 +Resort Hotel,1,88,2016,December,52,23,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,39.6,0,1,Canceled,2016-10-03 +City Hotel,1,60,2017,March,13,30,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.4,0,0,Canceled,2017-03-19 +Resort Hotel,1,172,2016,January,4,17,3,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,59.4,0,1,Canceled,2015-09-21 +City Hotel,1,87,2016,August,34,14,2,2,2,1.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,134.1,0,0,Canceled,2016-07-15 +City Hotel,1,15,2016,April,16,15,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,106.33,0,0,Canceled,2016-04-04 +Resort Hotel,1,90,2017,January,2,14,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,29.11,0,1,Canceled,2016-10-19 +City Hotel,0,277,2017,July,29,17,1,2,2,1.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,123.3,0,1,Check-Out,2017-07-20 +City Hotel,1,113,2016,February,9,25,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,44,Transient,75.0,0,0,Canceled,2015-12-18 +City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,Canceled,2015-08-04 +City Hotel,1,100,2016,April,17,23,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,Canceled,2016-02-09 +City Hotel,1,193,2016,June,26,20,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,162.0,,39,Transient,120.0,0,0,Canceled,2016-01-18 +City Hotel,1,278,2016,August,33,11,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0,Canceled,2015-12-18 +City Hotel,1,260,2016,September,39,22,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,113.4,0,0,Canceled,2016-01-16 +Resort Hotel,1,185,2016,April,17,18,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,86.0,0,0,Canceled,2016-03-18 +City Hotel,1,37,2016,October,42,13,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,105.0,0,0,Canceled,2016-09-06 +Resort Hotel,1,6,2017,May,18,5,2,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,G,G,2,No Deposit,250.0,,0,Transient,195.0,0,0,Canceled,2017-04-29 +City Hotel,1,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,36,2017,February,6,8,2,4,1,0.0,0,SC,AGO,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,74.8,0,0,Canceled,2017-01-11 +City Hotel,1,451,2017,June,25,20,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2017-05-05 +Resort Hotel,0,123,2016,October,43,21,2,3,2,0.0,0,BB,SWE,Groups,Corporate,0,0,0,E,E,3,No Deposit,,,0,Transient-Party,75.0,1,0,Check-Out,2016-10-26 +City Hotel,1,189,2017,May,18,5,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,100.0,0,0,Canceled,2017-03-10 +City Hotel,1,89,2015,September,40,27,1,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,Canceled,2015-09-22 +Resort Hotel,1,258,2017,May,20,15,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,147.0,,0,Transient,54.0,0,0,Canceled,2016-10-18 +City Hotel,1,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0,Canceled,2017-01-12 +City Hotel,1,254,2016,September,39,24,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,Canceled,2016-03-01 +City Hotel,1,57,2016,November,48,21,1,2,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.8,0,0,Canceled,2016-11-10 +City Hotel,0,12,2015,December,49,5,1,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,55.0,0,0,Check-Out,2015-12-07 +Resort Hotel,1,138,2017,August,32,7,1,3,2,1.0,0,HB,CHE,Online TA,TA/TO,0,0,0,C,C,1,No Deposit,240.0,,0,Transient,298.0,0,0,Canceled,2017-04-08 +City Hotel,0,31,2016,May,20,13,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,105.3,0,0,Check-Out,2016-05-15 +City Hotel,1,13,2015,August,36,31,1,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,92.0,0,2,Canceled,2015-08-31 +City Hotel,1,54,2017,January,3,18,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,171.0,,0,Transient,65.0,0,0,Canceled,2016-11-25 +City Hotel,1,207,2015,September,40,29,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,Canceled,2015-07-23 +Resort Hotel,1,30,2017,May,20,17,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,90.0,0,0,Canceled,2017-04-18 +City Hotel,1,281,2015,July,30,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2015-01-01 +City Hotel,1,178,2016,April,18,28,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,46,Transient,110.0,0,0,Canceled,2015-12-18 +City Hotel,1,35,2015,September,39,25,2,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,Canceled,2015-09-09 +City Hotel,1,134,2017,June,26,29,0,3,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,95.7,0,0,Canceled,2017-02-20 +City Hotel,1,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,195,2017,February,8,24,2,3,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,2,Canceled,2016-12-23 +City Hotel,1,30,2016,October,41,5,0,3,2,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.5,0,0,Canceled,2016-09-05 +City Hotel,1,18,2017,May,21,21,2,2,2,0.0,0,SC,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,137.5,0,0,No-Show,2017-05-21 +Resort Hotel,1,124,2016,May,21,19,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,58.0,0,1,Canceled,2016-04-11 +City Hotel,1,12,2017,February,7,13,1,3,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,113.0,0,0,Canceled,2017-02-01 +Resort Hotel,1,77,2017,April,15,12,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,81.67,0,0,Canceled,2017-01-25 +City Hotel,1,61,2016,April,16,11,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,76.58,0,0,Canceled,2016-02-11 +Resort Hotel,1,35,2016,May,19,6,2,2,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,124.5,0,0,Canceled,2016-05-02 +City Hotel,1,50,2015,October,43,24,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,146.0,0,0,Canceled,2015-10-15 +City Hotel,1,304,2016,November,45,3,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0,Canceled,2016-02-01 +Resort Hotel,1,255,2016,September,38,16,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Transient,64.98,0,1,Canceled,2016-01-06 +Resort Hotel,1,202,2017,May,18,4,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient-Party,90.0,0,0,Canceled,2017-02-07 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,Canceled,2016-01-06 +City Hotel,1,303,2017,April,14,6,0,3,2,2.0,0,BB,TUR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,181.8,0,1,Canceled,2017-01-16 +City Hotel,1,233,2017,May,18,5,2,2,2,0.0,0,HB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.6,0,0,Canceled,2017-03-13 +City Hotel,1,67,2017,March,11,14,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,106.2,0,0,Canceled,2017-01-31 +City Hotel,1,365,2016,July,28,7,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,316,2017,April,16,21,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.8,0,0,Canceled,2016-06-09 +Resort Hotel,1,23,2017,May,18,6,2,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,C,C,1,No Deposit,240.0,,0,Transient,127.5,0,1,Canceled,2017-04-14 +City Hotel,1,150,2015,July,28,9,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.5,0,2,No-Show,2015-07-09 +City Hotel,1,94,2017,August,33,18,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,98.0,,0,Transient-Party,125.0,0,0,No-Show,2017-08-18 +Resort Hotel,0,124,2016,August,34,17,0,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,191.0,0,1,Check-Out,2016-08-21 +City Hotel,1,8,2017,March,11,17,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,87.04,0,0,Canceled,2017-03-12 +City Hotel,1,476,2017,July,28,15,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0,Canceled,2017-07-03 +City Hotel,1,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,180,2015,October,42,16,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,Canceled,2015-08-31 +City Hotel,1,1,2016,February,10,28,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,134.0,,0,Transient-Party,60.0,0,0,Canceled,2016-02-27 +City Hotel,1,167,2017,May,21,25,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,115.0,0,0,Canceled,2016-12-09 +Resort Hotel,1,450,2017,May,22,31,2,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,39,Transient,71.1,0,0,Canceled,2016-04-15 +City Hotel,0,115,2016,June,26,19,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,101.66,0,1,Check-Out,2016-06-24 +City Hotel,1,1,2016,February,10,28,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,134.0,,0,Transient-Party,60.0,0,0,Canceled,2016-02-27 +City Hotel,1,126,2016,August,32,3,0,1,2,0.0,0,HB,ISR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,139.5,0,0,Canceled,2016-07-19 +City Hotel,1,33,2016,September,37,8,2,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,0,Canceled,2016-08-08 +City Hotel,1,30,2015,September,40,30,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,121.0,0,0,Canceled,2015-09-15 +City Hotel,1,43,2016,February,6,5,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,69.52,0,0,Canceled,2016-01-17 +Resort Hotel,1,49,2015,September,38,19,1,1,2,0.0,0,BB,,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,99.0,0,0,No-Show,2015-09-19 +City Hotel,1,566,2017,January,4,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,151,2017,May,19,13,2,2,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,95.0,0,0,Canceled,2016-12-13 +City Hotel,1,30,2015,October,41,7,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,94.5,0,2,Canceled,2015-10-07 +City Hotel,1,103,2016,December,52,18,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,0,Canceled,2016-12-12 +Resort Hotel,1,42,2015,July,29,18,2,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,210.0,0,0,Canceled,2015-06-11 +City Hotel,1,69,2016,March,11,12,1,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,72.9,0,1,Canceled,2016-01-08 +City Hotel,1,368,2017,June,26,28,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2017-06-06 +City Hotel,1,65,2017,July,30,23,2,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,223.6,0,0,Canceled,2017-05-20 +Resort Hotel,1,19,2017,July,30,28,0,2,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,184.5,0,2,No-Show,2017-07-28 +Resort Hotel,1,112,2017,March,11,15,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,477.0,0,Transient-Party,40.0,0,0,Canceled,2017-02-16 +City Hotel,1,476,2017,July,28,15,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0,Canceled,2017-07-03 +City Hotel,1,16,2016,May,23,29,1,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,111.0,0,0,Canceled,2016-05-13 +City Hotel,1,17,2017,May,18,4,1,3,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,152.5,0,0,Canceled,2017-04-18 +City Hotel,1,149,2017,June,25,24,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,130.0,0,0,Canceled,2017-06-23 +City Hotel,1,55,2017,March,10,5,2,0,1,0.0,0,BB,ARG,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,94.0,0,1,Canceled,2017-01-19 +City Hotel,1,278,2016,August,33,11,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0,Canceled,2015-12-18 +Resort Hotel,1,134,2016,May,23,31,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,46.75,0,0,No-Show,2016-05-31 +City Hotel,1,195,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,Canceled,2015-07-23 +City Hotel,1,314,2015,August,35,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +City Hotel,1,32,2016,February,6,5,1,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,72.9,0,0,Canceled,2016-01-04 +City Hotel,1,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +City Hotel,1,198,2016,September,37,9,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,120.0,0,0,Canceled,2016-03-15 +Resort Hotel,1,354,2017,July,28,15,4,6,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,194.4,0,2,Canceled,2016-10-19 +City Hotel,1,74,2015,November,47,17,0,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,63.75,0,1,Canceled,2015-11-16 +City Hotel,1,19,2015,October,41,6,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,1,0,A,A,0,Non Refund,82.0,,0,Transient,90.0,0,0,Canceled,2015-09-17 +Resort Hotel,1,47,2016,November,45,5,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,88.96,0,0,Canceled,2016-09-20 +City Hotel,1,262,2015,November,46,9,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-09-04 +City Hotel,1,37,2016,October,42,13,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,95.0,0,0,Canceled,2016-09-06 +Resort Hotel,1,36,2017,January,5,30,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,48.0,0,1,Canceled,2017-01-13 +Resort Hotel,1,279,2017,June,25,22,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,80.1,0,1,Canceled,2017-03-08 +City Hotel,1,21,2016,August,32,1,1,3,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,159.0,0,0,Canceled,2016-07-14 +City Hotel,1,59,2017,January,4,23,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,Canceled,2016-11-25 +City Hotel,1,16,2016,April,16,14,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,142.0,0,0,Canceled,2016-03-29 +City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,Canceled,2016-01-18 +Resort Hotel,1,252,2017,April,16,22,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,273.0,,0,Transient-Party,49.0,0,0,Canceled,2016-11-01 +City Hotel,1,457,2017,August,34,25,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,80.0,0,0,Canceled,2017-07-05 +Resort Hotel,1,34,2016,January,3,15,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,44.8,0,1,Canceled,2015-12-26 +City Hotel,1,303,2016,August,34,19,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,Canceled,2016-07-19 +City Hotel,1,250,2017,May,21,24,0,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1,Canceled,2017-04-01 +City Hotel,1,5,2016,March,13,23,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,0,Canceled,2016-03-18 +City Hotel,1,393,2017,April,16,22,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2016-04-17 +City Hotel,1,26,2017,April,17,28,1,2,2,0.0,0,SC,DZA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,115.0,0,1,Canceled,2017-04-02 +City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-01-30 +Resort Hotel,1,56,2016,May,20,10,0,4,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,95.0,0,0,Canceled,2016-03-26 +City Hotel,1,0,2015,November,48,28,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,1,0,0,A,B,0,No Deposit,12.0,,0,Transient,65.0,0,0,Canceled,2015-11-28 +Resort Hotel,1,2,2017,January,1,4,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,1,8,A,A,1,No Deposit,,270.0,0,Transient,35.0,0,0,Canceled,2017-01-02 +City Hotel,1,358,2015,October,41,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-07-23 +Resort Hotel,1,121,2016,December,51,16,2,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,73.8,0,2,Canceled,2016-10-24 +Resort Hotel,1,134,2017,May,20,16,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,85.0,0,1,Canceled,2017-01-05 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,Canceled,2016-12-07 +City Hotel,1,111,2017,June,22,2,1,2,2,1.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,162.0,0,1,Canceled,2017-02-17 +Resort Hotel,1,157,2016,November,46,7,1,2,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,55.13,0,2,Canceled,2016-10-27 +City Hotel,1,77,2017,July,28,11,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,2,Canceled,2017-04-26 +City Hotel,1,86,2015,October,40,3,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,86.0,0,0,Canceled,2015-09-28 +Resort Hotel,1,69,2017,August,31,1,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,230.0,0,1,Canceled,2017-07-11 +City Hotel,1,134,2017,June,26,29,0,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.7,0,0,Canceled,2017-02-15 +Resort Hotel,1,199,2016,August,32,4,2,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,240.0,0,1,Canceled,2016-01-18 +City Hotel,1,70,2017,January,1,3,0,4,2,1.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.4,0,1,Canceled,2016-12-01 +City Hotel,1,94,2016,October,41,7,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,118.8,0,0,Canceled,2016-07-20 +City Hotel,1,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,1,111,2016,October,42,10,1,0,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0,Canceled,2016-10-07 +City Hotel,1,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0,Canceled,2017-01-12 +City Hotel,0,3,2016,October,43,16,1,0,1,0.0,0,SC,KOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient,120.0,0,1,Check-Out,2016-10-17 +City Hotel,1,285,2017,April,16,17,1,3,2,1.0,0,BB,BHR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,1,Canceled,2016-12-13 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,Canceled,2016-12-07 +City Hotel,1,412,2016,August,35,25,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,44,2016,February,8,17,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,3,Transient,75.0,0,0,Canceled,2016-01-16 +City Hotel,1,174,2017,June,22,1,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,110.0,0,0,Canceled,2016-12-09 +Resort Hotel,1,91,2017,August,31,4,2,5,2,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,328.0,0,1,Canceled,2017-05-12 +City Hotel,1,264,2017,July,28,12,1,4,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,80.09,0,2,Canceled,2017-04-02 +City Hotel,1,177,2017,August,35,31,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,52.0,,0,Transient,95.1,0,1,Canceled,2017-07-26 +Resort Hotel,1,173,2016,September,40,27,2,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,92.14,0,0,Canceled,2016-04-08 +City Hotel,1,337,2016,June,24,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,305,2016,November,45,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0,Canceled,2016-02-01 +City Hotel,1,28,2017,April,16,18,0,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,214.0,0,0,Canceled,2017-03-23 +City Hotel,1,29,2017,June,22,3,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0,Canceled,2017-05-22 +City Hotel,1,218,2017,June,23,8,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,Canceled,2016-11-09 +City Hotel,1,26,2017,May,21,22,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,128.0,0,0,Canceled,2017-04-26 +City Hotel,1,69,2016,October,44,25,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,69.99,0,0,Canceled,2016-08-17 +City Hotel,1,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,Canceled,2016-02-09 +City Hotel,1,130,2016,August,35,22,1,3,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.65,0,1,No-Show,2016-08-22 +City Hotel,1,18,2017,February,5,3,1,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,No-Show,2017-02-03 +City Hotel,1,101,2016,June,27,27,1,5,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,140.0,0,0,Canceled,2016-05-06 +City Hotel,1,15,2017,July,29,21,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,146.0,0,2,Canceled,2017-07-07 +City Hotel,1,148,2015,December,53,31,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,98,Transient,77.5,0,0,Canceled,2015-11-11 +City Hotel,1,6,2015,September,37,7,1,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,104.5,0,2,Canceled,2015-09-04 +City Hotel,1,162,2016,October,42,14,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,Canceled,2016-08-11 +City Hotel,1,70,2016,July,29,11,1,5,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,80.0,0,0,No-Show,2016-07-11 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,Canceled,2016-07-13 +Resort Hotel,0,123,2016,November,48,25,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,64.8,0,1,Check-Out,2016-11-27 +City Hotel,1,260,2015,July,27,4,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-06-16 +Resort Hotel,1,90,2016,April,17,19,4,10,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,90.14,0,2,Canceled,2016-04-01 +City Hotel,1,40,2015,August,33,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-08-06 +City Hotel,1,273,2016,May,20,13,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,95.0,0,0,Canceled,2015-12-18 +Resort Hotel,1,38,2017,May,20,19,0,2,4,0.0,0,BB,PRT,Direct,Direct,0,0,0,H,H,0,No Deposit,,,0,Transient,209.0,0,2,Canceled,2017-05-16 +City Hotel,1,358,2015,October,41,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-07-23 +City Hotel,1,8,2016,January,3,16,2,5,2,0.0,0,BB,FIN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,Canceled,2016-01-08 +Resort Hotel,1,153,2016,March,12,13,2,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,40.5,0,1,Canceled,2016-02-25 +City Hotel,1,151,2017,May,19,13,2,2,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,95.0,0,0,Canceled,2016-12-13 +City Hotel,1,260,2015,July,27,4,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-06-16 +City Hotel,1,258,2015,July,27,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +City Hotel,1,622,2017,March,12,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-08-14 +Resort Hotel,1,11,2016,June,26,20,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,100.0,0,0,Canceled,2016-06-15 +Resort Hotel,1,109,2017,July,27,2,2,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,1,No Deposit,,,0,Transient,171.0,0,1,Canceled,2017-06-20 +City Hotel,1,107,2016,August,32,2,0,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,0,Canceled,2016-07-18 +City Hotel,1,161,2017,February,7,13,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,8.0,,0,Transient,74.8,0,1,Canceled,2017-01-06 +City Hotel,1,159,2016,September,38,16,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,9.0,,0,Transient,130.14,0,2,Canceled,2016-09-13 +Resort Hotel,1,245,2015,September,39,25,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,248.0,,0,Transient,80.0,0,0,Canceled,2015-07-31 +City Hotel,1,47,2016,May,21,21,1,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.1,0,0,Canceled,2016-04-05 +City Hotel,1,21,2016,February,7,11,0,1,1,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0,Canceled,2016-02-05 +City Hotel,1,36,2017,July,30,27,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,85.0,,0,Transient,79.0,0,0,Canceled,2017-07-18 +City Hotel,1,87,2017,February,7,17,0,2,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.28,0,0,Canceled,2016-12-08 +Resort Hotel,1,180,2015,August,33,9,4,9,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,240.0,,0,Transient,134.0,0,0,Canceled,2015-02-11 +Resort Hotel,1,63,2016,December,50,9,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,339.0,,0,Transient,26.64,0,0,Canceled,2016-12-05 +City Hotel,1,111,2017,March,12,20,4,10,1,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.26,0,0,No-Show,2017-03-20 +City Hotel,1,302,2016,May,19,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,8,2016,February,8,15,1,2,1,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0,Canceled,2016-02-09 +City Hotel,1,47,2016,November,49,27,1,0,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,90.0,0,0,Canceled,2016-11-21 +City Hotel,1,545,2017,January,1,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,198,2016,May,21,20,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,B,1,No Deposit,1.0,,98,Transient-Party,57.5,0,0,Canceled,2016-03-22 +City Hotel,1,332,2015,September,38,14,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,1,319,2017,June,23,5,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,74.25,0,0,Canceled,2016-09-28 +City Hotel,1,87,2017,April,15,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,95.0,0,0,Canceled,2017-01-18 +Resort Hotel,1,78,2015,October,41,9,1,2,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,134.0,,0,Transient,92.0,0,0,Canceled,2015-08-14 +Resort Hotel,1,169,2016,August,33,13,2,6,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,141.6,0,0,Canceled,2016-02-26 +Resort Hotel,1,148,2015,October,43,24,0,1,1,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,39.0,0,0,Canceled,2015-06-26 +Resort Hotel,1,259,2015,September,38,17,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,40.05,0,0,Canceled,2015-01-21 +City Hotel,1,21,2016,March,10,4,0,1,2,0.0,0,HB,SVN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,129.0,0,0,Canceled,2016-02-26 +City Hotel,1,349,2015,October,40,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,195,2016,August,32,3,0,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.95,0,0,Canceled,2016-01-21 +City Hotel,1,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,113,2016,December,50,8,0,1,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,90.0,0,1,Canceled,2016-11-19 +City Hotel,1,68,2017,July,28,11,0,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,Canceled,2017-05-25 +Resort Hotel,1,244,2015,September,36,2,2,5,2,0.0,0,BB,IRL,Groups,TA/TO,0,24,0,A,A,0,No Deposit,96.0,,0,Transient-Party,8.0,0,0,Canceled,2015-06-17 +Resort Hotel,1,135,2016,July,28,8,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,178.5,0,1,Canceled,2016-06-24 +Resort Hotel,1,81,2016,November,46,12,2,4,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,37.8,0,1,Canceled,2016-09-30 +City Hotel,1,35,2016,September,40,26,1,0,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,Canceled,2016-08-23 +City Hotel,1,496,2016,November,47,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-10-21 +Resort Hotel,1,24,2017,March,11,13,1,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,66.0,,0,Transient-Party,32.0,0,0,Canceled,2017-03-06 +City Hotel,1,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2017-02-02 +City Hotel,1,88,2016,October,43,20,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,132.3,0,1,Canceled,2016-07-29 +Resort Hotel,1,203,2017,April,17,25,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,90.0,0,0,Canceled,2017-01-06 +City Hotel,1,164,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,Canceled,2017-01-31 +City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,Canceled,2016-11-25 +City Hotel,1,6,2016,December,51,15,1,3,2,0.0,0,SC,IDN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,66.3,0,0,Canceled,2016-12-13 +City Hotel,1,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,336,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-03-25 +City Hotel,1,145,2017,May,19,7,2,1,2,0.0,0,SC,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,Canceled,2016-12-18 +City Hotel,1,18,2017,February,5,2,0,3,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,60.06,0,0,Canceled,2017-01-17 +City Hotel,1,98,2015,November,48,23,1,2,1,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,84.0,0,0,Canceled,2015-09-14 +City Hotel,1,54,2016,November,46,11,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0,Canceled,2016-09-24 +City Hotel,1,68,2015,December,49,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,No-Show,2015-12-02 +City Hotel,1,20,2016,February,7,10,0,4,2,0.0,0,SC,IND,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,63.2,0,0,Canceled,2016-02-10 +City Hotel,1,24,2016,November,45,1,0,4,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,161.5,0,0,Canceled,2016-10-08 +City Hotel,1,95,2016,November,45,5,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,75.0,0,0,Canceled,2016-10-21 +City Hotel,1,102,2017,August,31,5,2,5,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1,No-Show,2017-08-05 +City Hotel,1,144,2017,June,26,27,0,3,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,153.0,0,0,Canceled,2017-05-14 +City Hotel,1,55,2016,July,28,7,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,219.0,0,Transient-Party,79.0,0,0,Canceled,2016-07-06 +City Hotel,1,134,2017,June,23,7,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,110.0,0,0,Canceled,2017-01-24 +City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,Canceled,2016-11-21 +City Hotel,1,87,2015,September,39,25,2,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,Canceled,2015-09-09 +City Hotel,1,35,2016,June,26,21,0,1,3,0.0,0,BB,SGP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,132.3,0,0,Canceled,2016-05-19 +City Hotel,1,9,2016,January,4,20,2,9,2,0.0,0,BB,SAU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.27,0,0,No-Show,2016-01-20 +Resort Hotel,1,47,2015,July,27,2,2,5,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,153.0,0,0,Canceled,2015-06-02 +City Hotel,1,305,2016,October,40,1,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,35.0,,17,Transient,100.0,0,0,Canceled,2015-12-18 +City Hotel,1,261,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,120.0,0,0,Canceled,2015-07-08 +Resort Hotel,1,17,2017,June,23,9,2,3,2,1.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,250.0,,0,Transient,223.0,0,0,Canceled,2017-05-24 +City Hotel,1,1,2016,April,17,19,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,214.0,,0,Transient-Party,107.0,0,0,Canceled,2016-04-18 +City Hotel,1,274,2015,July,29,18,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +City Hotel,1,45,2015,October,44,29,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,Canceled,2015-09-30 +City Hotel,1,41,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-08-07 +City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,Canceled,2016-01-18 +City Hotel,1,360,2015,October,42,12,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,135,2016,July,31,26,0,4,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,0,Canceled,2016-03-14 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,Canceled,2015-10-23 +City Hotel,1,56,2016,June,24,8,0,1,2,0.0,0,BB,PRT,Offline TA/TO,Corporate,0,0,0,A,A,0,No Deposit,191.0,,0,Transient-Party,120.0,0,0,Canceled,2016-06-02 +City Hotel,1,40,2015,October,41,5,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,94.5,0,2,Canceled,2015-09-17 +Resort Hotel,1,101,2016,November,48,26,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,Canceled,2016-09-18 +City Hotel,1,82,2017,May,18,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,130.0,0,0,Canceled,2017-02-10 +City Hotel,1,21,2015,September,37,10,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,65.55,0,0,Canceled,2015-09-07 +Resort Hotel,1,66,2017,August,33,16,0,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,Canceled,2017-07-04 +City Hotel,1,11,2017,May,20,14,2,0,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,Canceled,2017-05-04 +City Hotel,1,14,2017,January,5,29,6,12,2,0.0,0,SC,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,Canceled,2017-01-17 +City Hotel,1,46,2017,January,1,1,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,65.0,0,0,Canceled,2016-11-18 +Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,Canceled,2015-12-17 +Resort Hotel,1,60,2016,August,34,14,1,0,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,189.0,0,0,Canceled,2016-06-24 +City Hotel,1,2,2016,February,8,14,2,1,1,0.0,0,SC,AGO,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,79.0,0,0,No-Show,2016-02-14 +Resort Hotel,1,2,2017,May,19,8,1,0,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,152.0,,0,Transient,64.0,0,1,Canceled,2017-05-08 +City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-08-14 +City Hotel,1,288,2017,July,27,3,1,4,2,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,Canceled,2017-06-08 +City Hotel,1,331,2017,August,33,19,2,5,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.67,0,0,Canceled,2016-09-23 +City Hotel,1,58,2015,December,53,27,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,B,B,0,No Deposit,9.0,,0,Transient-Party,77.35,0,1,Canceled,2015-11-18 +City Hotel,1,313,2017,April,17,29,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,90.0,0,0,Canceled,2017-02-23 +Resort Hotel,1,83,2017,February,5,4,2,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,42.0,0,0,Canceled,2017-01-06 +Resort Hotel,0,1,2016,January,4,21,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,40.0,0,1,Check-Out,2016-01-22 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,Canceled,2016-12-07 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..6224dea1b50a2c48eb88f51baff300a974c1c2be --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test_current.csv @@ -0,0 +1,16 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,0,1,2017,February,5,3,0,1,1,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,93.0,0,0,Check-Out,2017-02-04 +City Hotel,0,3,2016,October,42,12,0,4,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,3,Check-Out,2016-10-16 +City Hotel,0,13,2016,September,40,27,0,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,126.28,0,0,Check-Out,2016-09-29 +Resort Hotel,0,78,2016,December,53,31,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,C,1,No Deposit,181.0,,0,Transient-Party,168.0,0,0,Check-Out,2017-01-02 +Resort Hotel,0,16,2015,December,49,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,46.4,0,1,Check-Out,2015-12-06 +City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,Check-Out,2017-04-23 +City Hotel,0,277,2017,July,29,17,1,2,2,1.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,123.3,0,1,Check-Out,2017-07-20 +Resort Hotel,0,123,2016,October,43,21,2,3,2,0.0,0,BB,SWE,Groups,Corporate,0,0,0,E,E,3,No Deposit,,,0,Transient-Party,75.0,1,0,Check-Out,2016-10-26 +City Hotel,0,12,2015,December,49,5,1,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,55.0,0,0,Check-Out,2015-12-07 +City Hotel,0,31,2016,May,20,13,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,105.3,0,0,Check-Out,2016-05-15 +Resort Hotel,0,124,2016,August,34,17,0,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,191.0,0,1,Check-Out,2016-08-21 +City Hotel,0,115,2016,June,26,19,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,101.66,0,1,Check-Out,2016-06-24 +City Hotel,0,3,2016,October,43,16,1,0,1,0.0,0,SC,KOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient,120.0,0,1,Check-Out,2016-10-17 +Resort Hotel,0,123,2016,November,48,25,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,64.8,0,1,Check-Out,2016-11-27 +Resort Hotel,0,1,2016,January,4,21,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,40.0,0,1,Check-Out,2016-01-22 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/Hotel_booking_demand_B4_002_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/Hotel_booking_demand_B4_002_current.json new file mode 100644 index 0000000000000000000000000000000000000000..2f9b97bfc7ab905e00b217405dc7c8c709a97596 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/Hotel_booking_demand_B4_002_current.json @@ -0,0 +1,7443 @@ +{ + "id": "002", + "task_type": "B4", + "subtask_type": "list", + "perspective": "data_holder", + "dataset_name": "Hotel booking demand", + "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_002/test.csv", + "query": "Our overbooking strategy requires us to pinpoint reservations with a high probability of being canceled. Using the historical booking logs I've provided, which detail final reservation outcomes, can you list all the new candidate bookings that are most likely to end up as Canceled?", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "004", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 1, + "arrival_date_year": 2017, + "arrival_date_month": "June", + "arrival_date_week_number": 25, + "arrival_date_day_of_month": 18, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 0, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PER", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 150.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-06-19" + } + }, + { + "scenario_id": "012", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 35, + "arrival_date_year": 2016, + "arrival_date_month": "October", + "arrival_date_week_number": 44, + "arrival_date_day_of_month": 26, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 4, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "Undefined", + "country": "PRT", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 1, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 1, + "reserved_room_type": "E", + "assigned_room_type": "E", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": null, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 126.74, + "required_car_parking_spaces": 1, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-10-31" + } + }, + { + "scenario_id": "015", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 12, + "arrival_date_year": 2017, + "arrival_date_month": "January", + "arrival_date_week_number": 4, + "arrival_date_day_of_month": 24, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 1, + "meal": "BB", + "country": "AGO", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 1, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 1, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": null, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 98.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-01-27" + } + }, + { + "scenario_id": "021", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 54, + "arrival_date_year": 2017, + "arrival_date_month": "April", + "arrival_date_week_number": 15, + "arrival_date_day_of_month": 15, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 2, + "adults": 3, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "ESP", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 184.5, + "required_car_parking_spaces": 1, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-04-19" + } + }, + { + "scenario_id": "023", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 65, + "arrival_date_year": 2016, + "arrival_date_month": "April", + "arrival_date_week_number": 18, + "arrival_date_day_of_month": 24, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 0, + "adults": 3, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "CHE", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 137.7, + "required_car_parking_spaces": 0, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-04-26" + } + }, + { + "scenario_id": "024", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 7, + "arrival_date_year": 2017, + "arrival_date_month": "August", + "arrival_date_week_number": 31, + "arrival_date_day_of_month": 3, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 1, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "SC", + "country": "NLD", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "E", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 119.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-08-04" + } + }, + { + "scenario_id": "027", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 210, + "arrival_date_year": 2015, + "arrival_date_month": "October", + "arrival_date_week_number": 41, + "arrival_date_day_of_month": 8, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "HB", + "country": "PRT", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 12.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 86.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-06-30" + } + }, + { + "scenario_id": "029", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 55, + "arrival_date_year": 2016, + "arrival_date_month": "November", + "arrival_date_week_number": 45, + "arrival_date_day_of_month": 2, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 4, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "SC", + "country": "PAN", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 88.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-11-06" + } + }, + { + "scenario_id": "030", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 133, + "arrival_date_year": 2016, + "arrival_date_month": "March", + 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"required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-11-01" + } + }, + { + "scenario_id": "484", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 1, + "arrival_date_year": 2016, + "arrival_date_month": "July", + "arrival_date_week_number": 29, + "arrival_date_day_of_month": 16, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 1, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "ITA", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 145.67, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-07-19" + } + }, + { + "scenario_id": "490", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 0, + "arrival_date_year": 2016, + "arrival_date_month": "July", + "arrival_date_week_number": 28, + "arrival_date_day_of_month": 5, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 1, + "adults": 2, + "children": 1.0, + "babies": 0, + "meal": "BB", + "country": "POL", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "G", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 159.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-07-06" + } + }, + { + "scenario_id": "492", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 10, + "arrival_date_year": 2017, + "arrival_date_month": "May", + "arrival_date_week_number": 21, + "arrival_date_day_of_month": 21, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 0, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "E", + "assigned_room_type": "E", + "booking_changes": 1, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 200.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-05-22" + } + }, + { + "scenario_id": "493", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 48, + "arrival_date_year": 2015, + "arrival_date_month": "August", + "arrival_date_week_number": 35, + "arrival_date_day_of_month": 23, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 5, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "HB", + "country": "ROU", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 185.71, + "required_car_parking_spaces": 0, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + "reservation_status_date": "2015-08-30" + } + }, + { + "scenario_id": "497", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 8, + "arrival_date_year": 2016, + "arrival_date_month": "April", + "arrival_date_week_number": 14, + "arrival_date_day_of_month": 1, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Corporate", + "distribution_channel": "Corporate", + "is_repeated_guest": 1, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 1, + "reserved_room_type": "A", + "assigned_room_type": "D", + "booking_changes": 1, + "deposit_type": "No Deposit", + "agent": null, + "company": 127.0, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 84.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-04-03" + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "ranking_ground_truth": { + "top_k_ids": [ + "027", + "036", + "052", + "098", + "122", + "127", + "145", + "150", + "261", + "305", + "325", + "328", + "399", + "412", + "472" + ] + }, + "active_filters": [], + "target_class_value": "canceled" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..4e7404c71886a76b702ba14c21b40a021c0c153d --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/current.csv @@ -0,0 +1,201 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date +City Hotel,0,1,2017,June,25,18,1,0,2,0.0,0,BB,PER,Direct,Direct,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.0,0,1,2017-06-19 +Resort Hotel,0,35,2016,October,44,26,1,4,2,0.0,0,Undefined,PRT,Direct,Direct,1,0,1,E,E,0,No Deposit,,,0,Transient,126.74,1,2,2016-10-31 +City Hotel,0,12,2017,January,4,24,0,3,2,0.0,1,BB,AGO,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,98.0,0,2,2017-01-27 +City Hotel,0,54,2017,April,15,15,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,184.5,1,0,2017-04-19 +City Hotel,0,65,2016,April,18,24,2,0,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,137.7,0,2,2016-04-26 +City Hotel,0,7,2017,August,31,3,0,1,1,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Transient,119.0,0,0,2017-08-04 +City Hotel,1,210,2015,October,41,8,1,3,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,86.0,0,0,2015-06-30 +City Hotel,0,55,2016,November,45,2,0,4,2,0.0,0,SC,PAN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,2016-11-06 +City Hotel,0,133,2016,March,11,11,1,2,2,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,129.0,,0,Transient-Party,42.17,0,1,2016-03-14 +City Hotel,0,114,2016,October,44,27,0,1,1,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1,2016-10-28 +City Hotel,0,44,2017,August,34,24,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.67,0,1,2017-08-27 +Resort Hotel,1,105,2016,August,33,13,4,6,2,2.0,0,HB,MAR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,309.0,0,0,2016-07-30 +City Hotel,0,105,2016,October,42,12,0,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,75.0,0,0,2016-10-15 +Resort Hotel,0,8,2015,August,34,16,2,2,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,153.42,0,1,2015-08-20 +Resort Hotel,0,90,2015,July,29,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,243.0,,0,Contract,93.6,0,1,2015-07-23 +City Hotel,0,58,2015,October,44,30,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,85.5,0,2,2015-10-31 +Resort Hotel,0,0,2016,March,10,4,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,2,D,D,0,No Deposit,,,0,Transient,55.0,0,0,2016-03-05 +City Hotel,1,147,2015,December,53,29,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,72.25,0,2,2015-08-05 +City Hotel,0,246,2017,May,21,27,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,128.0,0,1,2017-05-29 +Resort Hotel,0,62,2015,August,34,20,2,8,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Transient,104.0,0,0,2015-08-30 +City Hotel,0,3,2015,September,36,5,2,2,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-09-09 +Resort Hotel,0,246,2016,September,37,10,4,6,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,95.0,,0,Transient,77.22,0,2,2016-09-20 +City Hotel,0,221,2017,June,25,23,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,89.1,0,2,2017-06-25 +Resort Hotel,0,166,2015,September,37,10,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,73.8,0,2,2015-09-14 +Resort Hotel,0,0,2015,December,52,26,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,240.0,,0,Transient,61.0,1,0,2015-12-27 +City Hotel,0,0,2016,May,21,17,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient,95.94,0,0,2016-05-18 +City Hotel,0,84,2016,August,34,14,2,0,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.9,0,1,2016-08-16 +Resort Hotel,0,0,2015,November,48,25,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,38.0,0,0,2015-11-26 +City Hotel,1,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,2016-02-09 +Resort Hotel,0,215,2017,April,17,28,2,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,103.3,1,2,2017-05-02 +Resort Hotel,0,225,2016,May,22,26,1,3,2,0.0,0,BB,GBR,Groups,Direct,0,0,0,A,C,2,No Deposit,,223.0,0,Transient-Party,66.0,0,0,2016-05-30 +City Hotel,0,15,2016,January,4,22,0,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.3,0,1,2016-01-24 +Resort Hotel,0,57,2017,August,33,19,2,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient-Party,283.43,0,4,2017-08-26 +City Hotel,0,56,2016,May,23,30,1,1,1,0.0,0,BB,CHE,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,120.0,0,0,2016-06-01 +Resort Hotel,0,84,2017,January,5,30,1,0,3,1.0,0,BB,BRA,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,94.0,1,2,2017-01-31 +Resort Hotel,0,100,2015,July,28,8,2,7,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient-Party,130.1,0,3,2015-07-17 +City Hotel,0,54,2016,September,37,10,1,1,3,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,192.0,0,4,2016-09-12 +City Hotel,0,22,2015,December,52,24,1,3,2,0.0,0,BB,MEX,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,87.0,0,1,2015-12-28 +City Hotel,0,54,2017,June,25,19,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,146.67,0,2,2017-06-22 +City Hotel,0,9,2016,July,29,14,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,160.29,0,1,2016-07-21 +City Hotel,1,46,2016,February,7,13,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,48.6,0,0,2016-02-04 +City Hotel,0,0,2017,January,4,25,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,365.0,0,Transient-Party,85.0,0,0,2017-01-27 +City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,2016-11-25 +City Hotel,0,33,2016,March,13,24,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,143.1,0,1,2016-03-26 +City Hotel,0,5,2017,March,10,5,2,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,96.05,0,0,2017-03-10 +Resort Hotel,0,285,2016,September,39,20,2,5,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,D,E,2,No Deposit,96.0,,0,Transient-Party,78.0,0,2,2016-09-27 +City Hotel,0,58,2016,September,40,29,0,1,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,125.1,0,0,2016-09-30 +City Hotel,1,186,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,130.0,0,0,2016-11-25 +City Hotel,0,31,2016,May,21,21,0,1,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,89.4,0,2,2016-05-22 +Resort Hotel,0,102,2017,July,28,15,2,3,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,223.0,0,1,2017-07-20 +Resort Hotel,1,383,2016,October,41,6,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,2016-03-04 +Resort Hotel,0,15,2016,February,7,11,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,49.0,0,2,2016-02-12 +Resort Hotel,0,5,2016,February,8,16,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,366.0,0,Transient,40.0,0,0,2016-02-17 +Resort Hotel,0,3,2017,August,32,6,1,0,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,151.99,0,1,2017-08-07 +Resort Hotel,0,4,2016,August,32,6,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,231.0,0,1,2016-08-07 +City Hotel,0,130,2016,June,24,8,2,5,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,109.65,0,1,2016-06-15 +City Hotel,0,85,2016,August,34,19,2,4,3,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,201.6,0,1,2016-08-25 +City Hotel,0,268,2016,October,42,9,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient-Party,80.75,0,0,2016-10-14 +Resort Hotel,0,3,2016,April,14,1,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,225.0,0,Transient,50.0,0,0,2016-04-02 +Resort Hotel,0,24,2017,June,23,8,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,66.0,0,0,2017-06-10 +City Hotel,0,166,2016,May,19,3,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,85.0,0,0,2016-05-07 +City Hotel,0,107,2017,April,17,27,0,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2017-04-30 +City Hotel,0,48,2016,November,46,6,2,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-11-11 +City Hotel,0,157,2016,December,50,8,0,3,2,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient-Party,68.0,0,0,2016-12-11 +City Hotel,0,9,2016,October,45,30,2,0,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient,178.0,0,2,2016-11-01 +City Hotel,0,2,2016,June,25,13,1,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.67,0,2,2016-06-16 +City Hotel,0,0,2015,October,42,14,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,0,2015-10-15 +City Hotel,0,1,2017,February,7,15,0,1,2,0.0,0,SC,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,108.0,1,1,2017-02-16 +City Hotel,0,191,2017,July,27,8,2,2,2,2.0,0,BB,POL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,42.0,,0,Transient,152.28,0,0,2017-07-12 +Resort Hotel,0,124,2016,June,25,18,3,6,3,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,153.0,0,1,2016-06-27 +City Hotel,0,1,2016,September,39,20,0,1,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,275.0,0,1,2016-09-21 +Resort Hotel,0,3,2017,January,2,9,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,286.0,0,Transient-Party,39.0,0,0,2017-01-11 +City Hotel,0,75,2017,January,2,8,2,1,1,0.0,0,BB,USA,Groups,TA/TO,0,0,0,D,D,0,No Deposit,330.0,,0,Transient-Party,67.0,0,2,2017-01-11 +City Hotel,0,1,2016,August,32,4,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,152.0,,0,Transient,110.19,0,0,2016-08-05 +City Hotel,0,239,2016,October,44,28,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,96.3,0,1,2016-10-30 +City Hotel,0,107,2016,March,12,17,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,58.0,0,0,2016-03-20 +City Hotel,0,4,2017,June,25,23,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,423.0,,0,Transient,141.04,0,0,2017-06-28 +Resort Hotel,0,56,2015,October,40,2,2,5,1,0.0,0,HB,NLD,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,71.0,,0,Contract,77.0,0,0,2015-10-09 +City Hotel,0,41,2016,March,12,13,2,1,1,0.0,0,BB,POL,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,193.0,0,Transient-Party,70.33,0,0,2016-03-16 +Resort Hotel,0,0,2016,February,6,6,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,55.0,0,0,2016-02-07 +City Hotel,0,86,2016,March,13,20,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,73.95,0,0,2016-03-24 +Resort Hotel,0,1,2017,January,2,12,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0,2017-01-13 +City Hotel,0,8,2016,September,38,12,1,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,8.0,,0,Transient,187.55,0,1,2016-09-14 +Resort Hotel,0,32,2017,March,13,28,0,3,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,E,F,0,No Deposit,,,0,Transient,80.0,0,2,2017-03-31 +City Hotel,0,135,2015,September,38,14,1,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,90.0,0,0,2015-09-17 +City Hotel,0,179,2017,May,20,14,2,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,116.33,0,1,2017-05-18 +Resort Hotel,0,1,2016,February,6,6,2,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,45.0,0,1,2016-02-09 +City Hotel,0,92,2016,March,12,18,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.3,0,0,2016-03-20 +City Hotel,0,265,2016,June,26,24,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-06-26 +Resort Hotel,0,126,2017,May,18,2,0,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,6.0,,0,Transient,64.8,1,0,2017-05-04 +Resort Hotel,0,3,2016,February,8,15,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,139.0,99.0,0,Transient,30.0,0,0,2016-02-18 +City Hotel,0,78,2017,January,4,25,0,2,1,0.0,0,BB,SVK,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,365.0,0,Transient-Party,85.0,0,0,2017-01-27 +City Hotel,1,81,2016,December,50,8,0,3,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,2016-09-19 +City Hotel,0,346,2016,September,38,13,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-09-15 +Resort Hotel,0,0,2016,February,8,18,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,3,A,A,0,No Deposit,,,0,Transient,30.0,0,0,2016-02-19 +City Hotel,0,0,2016,May,21,17,0,0,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,1,0,0,A,A,0,No Deposit,6.0,,0,Transient,0.0,0,0,2016-05-17 +City Hotel,0,3,2016,February,7,11,0,1,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,67.22,0,1,2016-02-12 +City Hotel,0,69,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,2015-10-28 +Resort Hotel,0,7,2016,October,41,5,1,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,0,No Deposit,,405.0,0,Transient-Party,50.0,0,1,2016-10-10 +City Hotel,0,0,2016,September,40,26,1,0,1,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,152.0,,0,Transient,106.65,0,0,2016-09-27 +Resort Hotel,0,12,2016,September,39,22,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,E,0,No Deposit,250.0,,0,Transient,115.2,1,2,2016-09-24 +City Hotel,0,1,2015,November,46,14,0,1,1,0.0,0,BB,ITA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,144.0,0,Transient-Party,79.0,0,0,2015-11-15 +City Hotel,0,76,2016,April,14,2,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,87.3,0,1,2016-04-05 +City Hotel,0,1,2016,January,4,17,2,4,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.33,0,1,2016-01-23 +Resort Hotel,0,178,2016,October,41,2,4,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,171.0,,0,Transient,60.0,0,0,2016-10-11 +Resort Hotel,0,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0,2015-10-18 +City Hotel,0,67,2017,March,9,3,0,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,106.2,0,1,2017-03-05 +Resort Hotel,0,119,2015,August,32,7,0,2,2,0.0,0,BB,,Online TA,TA/TO,0,0,1,E,E,0,No Deposit,240.0,,0,Transient,164.0,1,2,2015-08-09 +City Hotel,0,5,2016,April,14,1,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,141.0,0,2,2016-04-06 +City Hotel,0,29,2017,January,3,18,0,3,1,0.0,0,BB,NOR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient-Party,65.0,0,0,2017-01-21 +City Hotel,0,5,2016,February,6,1,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,66.0,0,0,2016-02-05 +City Hotel,0,32,2015,November,47,20,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,73.0,0,0,2015-11-22 +Resort Hotel,0,15,2016,July,30,18,1,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,C,0,No Deposit,5.0,,0,Transient,167.2,1,0,2016-07-23 +Resort Hotel,0,57,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,C,0,No Deposit,305.0,,0,Transient-Party,98.75,0,0,2015-07-17 +City Hotel,1,121,2017,August,33,18,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,0,2017-08-05 +City Hotel,0,9,2017,January,2,14,0,1,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,160.0,0,2,2017-01-15 +City Hotel,0,29,2016,December,49,2,0,2,2,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,85.0,0,0,2016-12-04 +City Hotel,0,46,2016,May,21,19,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient,86.5,0,0,2016-05-24 +City Hotel,0,60,2015,September,39,21,1,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,20.0,,0,Transient-Party,65.0,0,0,2015-09-23 +Resort Hotel,0,75,2015,August,32,8,2,5,2,2.0,0,FB,PRT,Direct,Direct,0,0,0,C,C,0,No Deposit,250.0,,0,Transient,276.43,1,3,2015-08-15 +City Hotel,0,19,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-29 +Resort Hotel,0,9,2016,November,47,19,2,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,63.0,0,2,2016-11-25 +City Hotel,0,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-08-20 +Resort Hotel,0,17,2015,October,43,22,1,3,1,0.0,0,BB,,Direct,Direct,0,0,0,D,F,0,No Deposit,,,0,Transient,45.0,0,1,2015-10-26 +Resort Hotel,0,133,2015,July,29,13,3,5,2,0.0,0,BB,FIN,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Contract,112.63,0,0,2015-07-21 +City Hotel,1,86,2016,December,50,8,0,3,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,174.0,0,0,2016-09-13 +City Hotel,1,22,2016,December,53,29,2,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,198.88,0,2,2016-12-22 +City Hotel,0,15,2017,June,23,6,0,2,2,0.0,0,SC,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,89.0,0,0,2017-06-08 +Resort Hotel,0,39,2015,July,31,26,2,5,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient,133.0,0,1,2015-08-02 +Resort Hotel,0,223,2017,July,30,27,2,3,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,112.7,0,0,2017-08-01 +Resort Hotel,0,0,2015,October,44,26,1,0,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,329.0,0,Transient,35.1,1,0,2015-10-27 +City Hotel,0,69,2017,March,12,23,0,2,2,0.0,0,SC,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,2017-03-25 +City Hotel,0,4,2017,May,21,21,2,0,1,0.0,0,BB,SVN,Aviation,Corporate,1,0,2,A,A,0,No Deposit,,153.0,0,Transient,150.0,0,0,2017-05-23 +City Hotel,0,25,2016,October,43,18,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,1,2016-10-21 +City Hotel,0,160,2017,July,28,10,1,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,0,2017-07-13 +City Hotel,0,1,2015,November,46,10,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,97.0,0,1,2015-11-14 +Resort Hotel,0,208,2016,August,33,8,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,126.0,0,1,2016-08-15 +City Hotel,0,328,2016,September,40,30,0,2,2,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,38,Transient-Party,65.0,0,1,2016-10-02 +Resort Hotel,0,11,2015,November,47,16,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,32.0,0,0,2015-11-19 +Resort Hotel,0,31,2016,April,17,18,1,1,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,E,E,0,No Deposit,,,0,Transient,91.0,0,0,2016-04-20 +Resort Hotel,0,1,2016,May,21,17,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,,331.0,0,Transient-Party,63.0,0,0,2016-05-19 +City Hotel,0,21,2017,July,28,11,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,146.67,0,1,2017-07-14 +City Hotel,0,396,2017,June,26,25,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,122.4,0,1,2017-06-27 +Resort Hotel,0,180,2016,July,32,31,4,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,112.8,0,0,2016-08-09 +City Hotel,0,99,2016,July,28,9,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.5,0,1,2016-07-12 +Resort Hotel,0,0,2017,July,28,15,2,1,3,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,205.33,0,0,2017-07-18 +Resort Hotel,0,36,2015,August,34,22,4,10,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,F,E,0,No Deposit,241.0,,0,Transient,187.33,0,1,2015-09-05 +City Hotel,0,43,2016,October,42,15,2,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,145.2,0,1,2016-10-21 +Resort Hotel,0,231,2017,May,19,9,0,4,1,0.0,0,HB,GBR,Groups,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient-Party,79.5,0,0,2017-05-13 +City Hotel,0,48,2015,September,37,11,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,2015-09-14 +Resort Hotel,0,5,2016,July,31,26,1,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,237.67,1,1,2016-08-01 +City Hotel,1,17,2016,February,10,28,2,3,1,0.0,0,BB,NGA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,101.0,0,0,2016-02-28 +City Hotel,0,158,2017,March,13,27,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,2017-03-29 +City Hotel,1,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,2017-02-02 +City Hotel,0,21,2017,March,12,22,0,2,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,137.0,0,3,2017-03-24 +Resort Hotel,0,58,2016,October,41,5,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient,59.0,0,0,2016-10-06 +Resort Hotel,0,0,2016,March,12,16,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,1,0,1,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0,2016-03-17 +City Hotel,0,87,2017,May,18,4,0,3,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,2017-05-07 +City Hotel,0,114,2016,October,42,12,1,4,0,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,0.0,0,0,2016-10-17 +City Hotel,0,0,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,1,D,D,0,No Deposit,94.0,,0,Transient,0.0,0,0,2015-10-16 +Resort Hotel,0,32,2016,July,31,29,1,2,2,0.0,0,BB,ARE,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,226.33,1,0,2016-08-01 +Resort Hotel,1,66,2017,August,33,16,0,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,2017-07-04 +City Hotel,0,109,2016,July,28,4,1,4,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,97.75,0,0,2016-07-09 +City Hotel,0,7,2017,January,2,10,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,1,12,A,A,1,No Deposit,,219.0,0,Transient,89.0,1,2,2017-01-12 +City Hotel,0,179,2016,July,30,23,2,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,90.95,0,1,2016-07-29 +City Hotel,0,36,2016,July,27,1,0,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,2016-07-03 +Resort Hotel,0,135,2015,August,32,6,2,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Contract,104.55,0,0,2015-08-11 +City Hotel,0,0,2017,August,33,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,152.0,,0,Transient,110.7,0,0,2017-08-21 +City Hotel,0,102,2016,April,16,14,1,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,B,B,3,No Deposit,9.0,,0,Transient-Party,77.78,0,1,2016-04-18 +City Hotel,0,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1,2017-06-27 +City Hotel,0,90,2017,August,33,15,2,5,3,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,116.1,0,0,2017-08-22 +Resort Hotel,0,13,2016,October,43,21,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,120.0,0,1,2016-10-23 +City Hotel,0,292,2016,July,30,21,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,0,2016-07-23 +City Hotel,0,31,2017,April,16,21,2,3,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,75.0,0,0,2017-04-26 +Resort Hotel,0,136,2016,March,13,24,0,3,2,0.0,0,Undefined,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,387.0,,0,Transient-Party,84.0,0,0,2016-03-27 +Resort Hotel,0,2,2017,January,3,16,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,H,0,No Deposit,,428.0,0,Transient,35.0,0,0,2017-01-17 +City Hotel,0,37,2017,April,15,11,0,2,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,135.0,0,1,2017-04-13 +Resort Hotel,0,52,2016,November,46,11,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,2,2016-11-16 +Resort Hotel,0,84,2016,July,30,17,4,6,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,235.0,0,0,2016-07-27 +City Hotel,0,31,2015,October,43,18,2,0,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,96.3,0,0,2015-10-20 +City Hotel,0,34,2017,June,23,7,1,4,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,132.0,0,2,2017-06-12 +Resort Hotel,0,0,2017,February,6,5,2,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,54.0,0,1,2017-02-07 +City Hotel,0,4,2015,August,35,23,2,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,1,No Deposit,,45.0,0,Transient,0.0,0,1,2015-08-26 +City Hotel,0,11,2015,August,35,23,2,1,2,1.0,0,BB,ESP,Direct,Direct,0,0,0,A,D,0,No Deposit,14.0,,0,Transient,90.0,0,1,2015-08-26 +City Hotel,0,240,2016,September,37,10,1,1,2,0.0,0,HB,ITA,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,96.0,0,1,2016-09-12 +City Hotel,0,1,2015,December,53,30,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.0,0,1,2016-01-02 +City Hotel,0,28,2016,August,32,4,0,1,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,125.1,0,1,2016-08-05 +Resort Hotel,0,128,2016,September,40,27,0,4,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,152.0,1,1,2016-10-01 +City Hotel,1,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06 +City Hotel,0,31,2016,August,33,12,0,2,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,D,A,2,No Deposit,,,0,Transient,160.5,0,2,2016-08-14 +City Hotel,0,112,2016,July,30,18,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,2,2016-07-21 +City Hotel,0,1,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,,174.0,0,Transient-Party,119.0,0,1,2016-06-04 +Resort Hotel,0,2,2017,February,8,20,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,43.0,0,1,2017-02-21 +Resort Hotel,0,203,2017,May,21,25,0,3,2,0.0,0,BB,USA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,223.0,0,Transient-Party,55.0,0,0,2017-05-28 +City Hotel,0,57,2016,October,45,30,2,0,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,2016-11-01 +Resort Hotel,0,1,2016,July,29,16,2,1,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,145.67,0,0,2016-07-19 +City Hotel,0,0,2016,July,28,5,0,1,2,1.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,9.0,,0,Transient,159.0,0,0,2016-07-06 +City Hotel,0,10,2017,May,21,21,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,200.0,0,1,2017-05-22 +Resort Hotel,0,48,2015,August,35,23,2,5,2,0.0,0,HB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,185.71,0,2,2015-08-30 +City Hotel,0,8,2016,April,14,1,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,D,1,No Deposit,,127.0,0,Transient,84.0,0,1,2016-04-03 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/info.json new file mode 100644 index 0000000000000000000000000000000000000000..4816c05993309461836de8622438e342f2e503ff --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/info.json @@ -0,0 +1,398 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract).", + "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).", + "reservation_status_date": "Date when the reservation status was last updated." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "adr": [ + -6.38, + 5400.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "children": [ + 0.0, + 10.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "is_canceled": [ + 0.0, + 1.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "country": [ + "ABW", + "AGO", + "AIA", + "ALB", + "AND", + "ARE", + "ARG", + "ARM", + "ASM", + "ATA", + "ATF", + "AUS", + "AUT", + "AZE", + "BDI", + "BEL", + "BEN", + "BFA", + "BGD", + "BGR", + "BHR", + "BHS", + "BIH", + "BLR", + "BOL", + "BRA", + "BRB", + "BWA", + "CAF", + "CHE", + "CHL", + "CHN", + "CIV", + "CMR", + "CN", + "COL", + "COM", + "CPV", + "CRI", + "CUB", + "CYM", + "CYP", + "CZE", + "DEU", + "DJI", + "DMA", + "DNK", + "DOM", + "DZA", + "ECU", + "EGY", + "ESP", + "EST", + "ETH", + "FIN", + "FJI", + "FRA", + "FRO", + "GAB", + "GBR", + "GEO", + "GGY", + "GHA", + "GIB", + "GLP", + "GNB", + "GRC", + "GTM", + "GUY", + "HKG", + "HND", + "HRV", + "HUN", + "IDN", + "IMN", + "IND", + "IRL", + "IRN", + "IRQ", + "ISL", + "ISR", + "ITA", + "JAM", + "JEY", + "JOR", + "JPN", + "KAZ", + "KEN", + "KHM", + "KIR", + "KNA", + "KOR", + "KWT", + "LAO", + "LBN", + "LBY", + "LCA", + "LIE", + "LKA", + "LTU", + "LUX", + "LVA", + "MAC", + "MAR", + "MCO", + "MDG", + "MDV", + "MEX", + "MKD", + "MLI", + "MLT", + "MMR", + "MNE", + "MOZ", + "MRT", + "MUS", + "MWI", + "MYS", + "MYT", + "NAM", + "NCL", + "NGA", + "NIC", + "NLD", + "NOR", + "NPL", + "NZL", + "OMN", + "PAK", + "PAN", + "PER", + "PHL", + "PLW", + "POL", + "PRI", + "PRT", + "PRY", + "PYF", + "QAT", + "ROU", + "RUS", + "RWA", + "SAU", + "SDN", + "SEN", + "SGP", + "SLE", + "SLV", + "SMR", + "SRB", + "STP", + "SUR", + "SVK", + "SVN", + "SWE", + "SYC", + "SYR", + "TGO", + "THA", + "TJK", + "TMP", + "TUN", + "TUR", + "TWN", + "TZA", + "UGA", + "UKR", + "UMI", + "URY", + "USA", + "UZB", + "VEN", + "VGB", + "VNM", + "ZAF", + "ZMB", + "ZWE" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "reservation_status": [ + "Canceled", + "Check-Out", + "No-Show" + ], + "reservation_status_date": "string", + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..99bd0e1a96f6607d1892d082851c1052755d9320 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test.csv @@ -0,0 +1,501 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,0,102,2015,October,42,16,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Check-Out,2015-10-18 +City Hotel,0,3,2016,August,32,5,0,1,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,D,A,0,No Deposit,14.0,,0,Transient,210.0,0,2,Check-Out,2016-08-06 +City Hotel,0,4,2015,September,39,21,1,0,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,155.0,0,1,Check-Out,2015-09-22 +City Hotel,0,1,2017,June,25,18,1,0,2,0.0,0,BB,PER,Direct,Direct,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.0,0,1,Check-Out,2017-06-19 +Resort Hotel,0,40,2017,January,3,16,1,2,1,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,55.0,0,0,Check-Out,2017-01-19 +City Hotel,0,130,2016,May,22,22,2,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,1,Check-Out,2016-05-26 +City Hotel,0,101,2017,August,31,3,2,8,2,0.0,0,HB,FRA,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,157.5,0,2,Check-Out,2017-08-13 +Resort Hotel,0,1,2017,February,8,22,0,1,1,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,61.2,0,0,Check-Out,2017-02-23 +City Hotel,0,14,2017,March,13,28,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,F,0,No Deposit,9.0,,0,Transient,128.0,0,0,Check-Out,2017-03-29 +Resort Hotel,0,0,2015,November,47,16,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,88.0,0,Transient,35.0,0,0,Check-Out,2015-11-17 +City Hotel,0,35,2016,April,17,22,1,2,1,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,94.5,0,1,Check-Out,2016-04-25 +Resort Hotel,0,35,2016,October,44,26,1,4,2,0.0,0,Undefined,PRT,Direct,Direct,1,0,1,E,E,0,No Deposit,,,0,Transient,126.74,1,2,Check-Out,2016-10-31 +City Hotel,0,37,2015,December,52,24,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Contract,69.53,0,1,Check-Out,2015-12-25 +City Hotel,0,90,2017,April,16,17,1,2,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,108.0,0,1,Check-Out,2017-04-20 +City Hotel,0,12,2017,January,4,24,0,3,2,0.0,1,BB,AGO,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,98.0,0,2,Check-Out,2017-01-27 +City Hotel,0,35,2017,April,16,18,0,2,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,224.0,0,1,Check-Out,2017-04-20 +Resort Hotel,0,61,2016,December,52,22,4,10,2,0.0,0,Undefined,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,464.0,,0,Transient,82.29,0,0,Check-Out,2017-01-05 +Resort Hotel,0,13,2016,August,35,22,1,3,2,0.0,0,BB,DZA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,188.0,0,2,Check-Out,2016-08-26 +City Hotel,0,103,2016,November,46,7,1,3,1,0.0,0,BB,FIN,Online TA,TA/TO,0,0,0,A,B,1,No Deposit,8.0,,0,Transient,186.0,0,2,Check-Out,2016-11-11 +Resort Hotel,0,1,2016,March,11,12,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,F,0,No Deposit,240.0,,0,Transient,84.0,1,0,Check-Out,2016-03-13 +City Hotel,0,54,2017,April,15,15,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,184.5,1,0,Check-Out,2017-04-19 +Resort Hotel,0,276,2016,August,36,29,2,5,2,0.0,0,HB,ROU,Offline TA/TO,TA/TO,0,0,0,E,E,1,No Deposit,11.0,,0,Transient,114.2,0,0,Check-Out,2016-09-05 +City Hotel,0,65,2016,April,18,24,2,0,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,137.7,0,2,Check-Out,2016-04-26 +City Hotel,0,7,2017,August,31,3,0,1,1,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Transient,119.0,0,0,Check-Out,2017-08-04 +City Hotel,0,6,2015,August,34,18,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,14.0,,0,Transient,67.0,0,0,Check-Out,2015-08-21 +City Hotel,0,202,2016,August,34,16,0,3,1,2.0,0,BB,GBR,Direct,Direct,0,0,0,B,B,0,No Deposit,,,0,Transient-Party,114.5,0,2,Check-Out,2016-08-19 +City Hotel,1,210,2015,October,41,8,1,3,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,86.0,0,0,Canceled,2015-06-30 +Resort Hotel,0,46,2016,November,46,12,2,5,2,0.0,0,HB,SWE,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,54.0,0,0,Check-Out,2016-11-19 +City Hotel,0,55,2016,November,45,2,0,4,2,0.0,0,SC,PAN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,Check-Out,2016-11-06 +City Hotel,0,133,2016,March,11,11,1,2,2,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,129.0,,0,Transient-Party,42.17,0,1,Check-Out,2016-03-14 +City Hotel,0,160,2016,July,28,5,0,1,3,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,22.0,,0,Transient,96.9,0,1,Check-Out,2016-07-06 +City Hotel,0,114,2016,October,44,27,0,1,1,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1,Check-Out,2016-10-28 +City Hotel,0,4,2016,September,39,19,1,1,1,0.0,0,BB,NLD,Aviation,Corporate,0,0,0,A,B,2,No Deposit,,153.0,0,Transient,95.0,0,0,Check-Out,2016-09-21 +Resort Hotel,0,3,2015,December,51,14,1,0,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,314.0,,0,Transient,26.0,0,1,Check-Out,2015-12-15 +City Hotel,0,44,2017,August,34,24,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.67,0,1,Check-Out,2017-08-27 +Resort Hotel,1,105,2016,August,33,13,4,6,2,2.0,0,HB,MAR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,309.0,0,0,Canceled,2016-07-30 +Resort Hotel,0,13,2015,July,31,29,0,1,2,1.0,0,BB,USA,Direct,Direct,0,0,0,A,C,0,No Deposit,250.0,,0,Transient,168.0,0,2,Check-Out,2015-07-30 +Resort Hotel,0,4,2015,December,53,27,1,0,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,330.0,,0,Transient-Party,25.0,0,1,Check-Out,2015-12-28 +City Hotel,0,48,2016,March,10,5,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,80.3,0,1,Check-Out,2016-03-06 +City Hotel,0,105,2016,October,42,12,0,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,75.0,0,0,Check-Out,2016-10-15 +Resort Hotel,0,41,2016,October,41,4,0,4,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,143.0,,0,Transient,57.0,0,0,Check-Out,2016-10-08 +City Hotel,0,77,2015,December,53,31,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,109.93,0,1,Check-Out,2016-01-03 +Resort Hotel,0,58,2016,October,44,23,2,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,96.0,,0,Transient,46.0,0,0,Check-Out,2016-10-27 +City Hotel,0,30,2015,September,38,14,1,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,94.5,0,2,Check-Out,2015-09-18 +Resort Hotel,0,21,2016,October,44,27,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,105.75,1,2,Check-Out,2016-10-28 +City Hotel,0,51,2017,July,30,28,0,2,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,140.0,0,1,Check-Out,2017-07-30 +Resort Hotel,0,8,2015,August,34,16,2,2,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,153.42,0,1,Check-Out,2015-08-20 +Resort Hotel,0,90,2015,July,29,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,243.0,,0,Contract,93.6,0,1,Check-Out,2015-07-23 +City Hotel,0,58,2015,October,44,30,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,85.5,0,2,Check-Out,2015-10-31 +Resort Hotel,0,0,2016,March,10,4,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,2,D,D,0,No Deposit,,,0,Transient,55.0,0,0,Check-Out,2016-03-05 +Resort Hotel,0,218,2016,April,17,17,2,1,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,83.0,0,1,Check-Out,2016-04-20 +City Hotel,1,147,2015,December,53,29,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,72.25,0,2,Canceled,2015-08-05 +City Hotel,0,145,2017,August,31,5,2,5,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,86.0,,0,Transient,118.8,0,1,Check-Out,2017-08-12 +Resort Hotel,0,153,2016,May,19,5,0,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,C,1,No Deposit,240.0,,0,Transient,87.5,0,1,Check-Out,2016-05-08 +City Hotel,0,6,2015,September,40,27,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,7.0,,0,Transient,136.75,0,1,Check-Out,2015-10-02 +City Hotel,0,80,2016,November,45,4,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,94.6,0,1,Check-Out,2016-11-07 +City Hotel,0,145,2015,August,35,29,2,1,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,Check-Out,2015-09-01 +City Hotel,0,246,2017,May,21,27,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,128.0,0,1,Check-Out,2017-05-29 +City Hotel,0,48,2017,February,8,22,0,2,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,65.0,0,1,Check-Out,2017-02-24 +City Hotel,0,118,2016,June,24,11,2,1,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,140.4,0,1,Check-Out,2016-06-14 +Resort Hotel,0,62,2015,August,34,20,2,8,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Transient,104.0,0,0,Check-Out,2015-08-30 +Resort Hotel,0,200,2017,May,21,21,2,5,1,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,69.0,,0,Transient,49.7,0,1,Check-Out,2017-05-28 +City Hotel,0,451,2017,July,28,12,0,3,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,1,Check-Out,2017-07-15 +City Hotel,0,30,2016,July,29,15,2,4,1,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,146.1,0,2,Check-Out,2016-07-21 +City Hotel,0,41,2016,August,36,31,1,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,123.3,0,2,Check-Out,2016-09-05 +Resort Hotel,0,31,2015,August,33,15,2,4,2,0.0,0,FB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,248.0,0,1,Check-Out,2015-08-21 +City Hotel,0,3,2015,September,36,5,2,2,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-09-09 +Resort Hotel,0,111,2015,July,28,6,3,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,151.0,0,1,Check-Out,2015-07-14 +Resort Hotel,0,246,2016,September,37,10,4,6,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,95.0,,0,Transient,77.22,0,2,Check-Out,2016-09-20 +Resort Hotel,0,41,2016,May,20,11,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,240.0,,0,Transient,71.0,1,0,Check-Out,2016-05-12 +City Hotel,0,0,2016,January,2,6,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,94.0,,0,Transient,45.0,0,1,Check-Out,2016-01-08 +City Hotel,0,129,2017,June,24,12,2,5,2,0.0,0,BB,BGR,Online TA,TA/TO,0,0,0,D,D,4,No Deposit,9.0,,0,Transient,149.0,0,0,Check-Out,2017-06-19 +City Hotel,0,21,2016,December,52,19,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,0,Check-Out,2016-12-23 +City Hotel,0,18,2016,April,16,13,0,1,2,0.0,0,BB,DEU,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,230.0,0,Transient-Party,129.0,0,0,Check-Out,2016-04-14 +Resort Hotel,0,26,2015,September,36,1,4,10,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,113.0,1,1,Check-Out,2015-09-15 +City Hotel,0,221,2017,June,25,23,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,89.1,0,2,Check-Out,2017-06-25 +Resort Hotel,0,12,2016,February,6,6,2,1,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,108.0,0,0,Check-Out,2016-02-09 +City Hotel,0,0,2015,August,33,11,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,1,No Deposit,,,0,Transient,160.0,0,0,Check-Out,2015-08-12 +Resort Hotel,0,9,2017,April,14,6,0,3,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,F,F,3,No Deposit,250.0,,0,Transient,162.0,0,1,Check-Out,2017-04-09 +City Hotel,0,56,2015,November,47,19,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,28.0,,0,Transient,60.0,0,1,Check-Out,2015-11-22 +Resort Hotel,0,0,2017,August,35,27,1,0,2,2.0,0,BB,CHE,Direct,Direct,0,0,0,H,H,1,No Deposit,,,0,Transient,220.5,1,0,Check-Out,2017-08-28 +Resort Hotel,0,26,2016,February,8,17,1,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,Check-Out,2016-02-22 +Resort Hotel,0,32,2017,April,15,14,1,2,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,1,No Deposit,250.0,,0,Transient-Party,97.5,0,2,Check-Out,2017-04-17 +City Hotel,0,5,2015,August,34,20,3,8,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,75.0,0,0,Check-Out,2015-08-31 +Resort Hotel,0,0,2017,February,7,13,1,2,1,0.0,0,BB,,Direct,Corporate,0,0,5,A,E,0,No Deposit,,,0,Transient,43.0,0,1,Check-Out,2017-02-16 +City Hotel,0,55,2015,November,47,18,0,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,28.0,,0,Transient,60.0,0,1,Check-Out,2015-11-22 +City Hotel,0,396,2017,June,26,25,2,0,1,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,6.0,,0,Transient-Party,95.5,0,1,Check-Out,2017-06-27 +Resort Hotel,0,20,2016,June,26,20,0,0,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,0.0,0,0,Check-Out,2016-06-20 +Resort Hotel,0,166,2015,September,37,10,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,73.8,0,2,Check-Out,2015-09-14 +Resort Hotel,0,0,2015,December,52,26,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,240.0,,0,Transient,61.0,1,0,Check-Out,2015-12-27 +City Hotel,0,0,2016,May,21,17,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient,95.94,0,0,Check-Out,2016-05-18 +Resort Hotel,0,9,2017,June,22,1,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,81.0,0,1,Check-Out,2017-06-03 +Resort Hotel,0,39,2017,March,9,3,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,467.0,,0,Transient-Party,57.6,0,0,Check-Out,2017-03-06 +City Hotel,0,65,2017,June,23,5,1,3,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,1,Check-Out,2017-06-09 +City Hotel,0,84,2016,August,34,14,2,0,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.9,0,1,Check-Out,2016-08-16 +Resort Hotel,0,0,2015,November,48,25,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,38.0,0,0,Check-Out,2015-11-26 +Resort Hotel,0,29,2015,September,39,24,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,F,0,No Deposit,175.0,,0,Transient,97.2,0,0,Check-Out,2015-09-25 +City Hotel,1,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,Canceled,2016-02-09 +Resort Hotel,0,215,2017,April,17,28,2,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,103.3,1,2,Check-Out,2017-05-02 +Resort Hotel,0,225,2016,May,22,26,1,3,2,0.0,0,BB,GBR,Groups,Direct,0,0,0,A,D,2,No Deposit,,223.0,0,Transient-Party,66.0,0,0,Check-Out,2016-05-30 +Resort Hotel,0,225,2016,May,22,26,1,3,2,0.0,0,BB,GBR,Groups,Direct,0,0,0,A,C,2,No Deposit,,223.0,0,Transient-Party,66.0,0,0,Check-Out,2016-05-30 +City Hotel,0,15,2016,January,4,22,0,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.3,0,1,Check-Out,2016-01-24 +City Hotel,0,423,2017,July,29,22,1,1,1,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,6.0,,0,Transient-Party,95.5,0,0,Check-Out,2017-07-24 +City Hotel,0,11,2016,May,19,7,2,1,2,0.0,0,SC,HUN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.0,0,1,Check-Out,2016-05-10 +Resort Hotel,0,57,2017,August,33,19,2,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient-Party,283.43,0,4,Check-Out,2017-08-26 +City Hotel,0,210,2015,October,41,8,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,12.0,,0,Transient-Party,72.75,0,0,Check-Out,2015-10-12 +City Hotel,0,56,2016,May,23,30,1,1,1,0.0,0,BB,CHE,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,120.0,0,0,Check-Out,2016-06-01 +Resort Hotel,0,72,2016,February,6,6,2,1,2,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,73.33,0,0,Check-Out,2016-02-09 +Resort Hotel,0,84,2017,January,5,30,1,0,3,1.0,0,BB,BRA,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,94.0,1,2,Check-Out,2017-01-31 +Resort Hotel,0,100,2015,July,28,8,2,7,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient-Party,130.1,0,3,Check-Out,2015-07-17 +City Hotel,0,54,2016,September,37,10,1,1,3,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,192.0,0,4,Check-Out,2016-09-12 +City Hotel,0,68,2016,September,37,4,2,0,2,0.0,1,SC,BRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,87.3,0,2,Check-Out,2016-09-06 +City Hotel,0,39,2016,March,10,4,0,2,1,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,77.5,0,1,Check-Out,2016-03-06 +City Hotel,0,22,2015,December,52,24,1,3,2,0.0,0,BB,MEX,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,87.0,0,1,Check-Out,2015-12-28 +Resort Hotel,0,105,2015,December,51,15,4,10,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,55.48,0,1,Check-Out,2015-12-29 +Resort Hotel,0,0,2016,May,19,2,0,0,2,0.0,0,BB,ESP,Online TA,TA/TO,1,0,0,D,I,0,No Deposit,240.0,,0,Transient,0.0,0,1,Check-Out,2016-05-02 +Resort Hotel,0,65,2016,July,31,29,1,2,2,0.0,0,BB,FIN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,242.0,,0,Transient,192.67,0,1,Check-Out,2016-08-01 +Resort Hotel,0,0,2016,December,49,2,0,1,1,0.0,0,BB,PRT,Direct,Direct,1,0,2,A,A,0,No Deposit,,,0,Transient,44.0,1,0,Check-Out,2016-12-03 +Resort Hotel,0,287,2015,October,42,15,1,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,C,0,No Deposit,,223.0,0,Transient-Party,46.5,0,0,Check-Out,2015-10-19 +City Hotel,0,54,2017,June,25,19,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,146.67,0,2,Check-Out,2017-06-22 +City Hotel,0,9,2016,July,29,14,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,160.29,0,1,Check-Out,2016-07-21 +City Hotel,1,46,2016,February,7,13,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,48.6,0,0,Canceled,2016-02-04 +Resort Hotel,0,95,2016,April,15,9,2,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,52.2,0,1,Check-Out,2016-04-15 +City Hotel,0,0,2017,January,4,25,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,365.0,0,Transient-Party,85.0,0,0,Check-Out,2017-01-27 +City Hotel,0,22,2017,April,15,14,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,E,F,0,No Deposit,9.0,,0,Transient,174.0,0,1,Check-Out,2017-04-15 +City Hotel,0,99,2017,May,22,30,0,4,2,0.0,0,HB,BEL,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,169.2,0,2,Check-Out,2017-06-03 +City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,Canceled,2016-11-25 +City Hotel,0,108,2017,April,15,15,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,148.5,0,1,Check-Out,2017-04-17 +City Hotel,0,33,2016,March,13,24,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,143.1,0,1,Check-Out,2016-03-26 +City Hotel,0,5,2017,March,10,5,2,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,96.05,0,0,Check-Out,2017-03-10 +City Hotel,0,28,2017,February,6,8,0,4,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.8,0,1,Check-Out,2017-02-12 +City Hotel,0,7,2016,May,22,25,0,2,2,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,241.0,0,2,Check-Out,2016-05-27 +City Hotel,0,150,2017,August,34,21,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,168.0,,0,Transient,80.1,0,0,Check-Out,2017-08-23 +Resort Hotel,0,211,2016,May,20,14,1,1,1,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,1,No Deposit,298.0,,0,Transient-Party,54.5,0,0,Check-Out,2016-05-16 +Resort Hotel,0,37,2015,September,37,7,1,3,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,E,F,0,No Deposit,240.0,,0,Transient,186.0,1,2,Check-Out,2015-09-11 +Resort Hotel,0,336,2016,September,38,15,1,3,1,0.0,0,BB,GBR,Groups,Direct,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,62.0,0,0,Check-Out,2016-09-19 +Resort Hotel,0,185,2015,July,28,6,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,110.0,0,0,Check-Out,2015-07-13 +City Hotel,0,296,2016,September,39,21,0,4,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,26.0,,0,Transient-Party,117.0,0,1,Check-Out,2016-09-25 +Resort Hotel,0,285,2016,September,39,20,2,5,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,D,E,2,No Deposit,96.0,,0,Transient-Party,78.0,0,2,Check-Out,2016-09-27 +City Hotel,0,57,2016,March,11,10,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.98,0,1,Check-Out,2016-03-11 +Resort Hotel,0,201,2016,November,45,5,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,D,3,No Deposit,240.0,,0,Transient,60.0,0,0,Check-Out,2016-11-06 +City Hotel,0,58,2016,September,40,29,0,1,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,125.1,0,0,Check-Out,2016-09-30 +Resort Hotel,0,364,2016,October,42,12,1,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,E,2,No Deposit,,223.0,0,Transient-Party,86.0,0,0,Check-Out,2016-10-17 +City Hotel,0,2,2017,June,26,30,0,1,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,G,0,No Deposit,8.0,,0,Transient,295.0,0,1,Check-Out,2017-07-01 +City Hotel,1,186,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,130.0,0,0,Canceled,2016-11-25 +City Hotel,0,182,2017,August,32,9,3,9,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,89.1,0,1,Check-Out,2017-08-21 +City Hotel,0,116,2017,May,20,19,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,2,Check-Out,2017-05-22 +City Hotel,0,31,2016,May,21,21,0,1,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,89.4,0,2,Check-Out,2016-05-22 +Resort Hotel,0,102,2017,July,28,15,2,3,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,223.0,0,1,Check-Out,2017-07-20 +Resort Hotel,1,383,2016,October,41,6,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,Canceled,2016-03-04 +City Hotel,0,8,2015,October,43,20,1,5,2,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,85.0,0,0,Check-Out,2015-10-26 +Resort Hotel,0,132,2016,July,29,10,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,172.0,0,1,Check-Out,2016-07-16 +Resort Hotel,0,6,2015,July,29,14,2,5,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,180.0,1,2,Check-Out,2015-07-21 +Resort Hotel,0,15,2016,February,7,11,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,49.0,0,2,Check-Out,2016-02-12 +Resort Hotel,0,0,2015,November,46,10,0,1,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,68.0,1,0,Check-Out,2015-11-11 +Resort Hotel,0,5,2016,February,8,16,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,366.0,0,Transient,40.0,0,0,Check-Out,2016-02-17 +City Hotel,0,1,2016,September,38,15,0,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,159.0,0,1,Check-Out,2016-09-16 +Resort Hotel,0,3,2017,August,32,6,1,0,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,151.99,0,1,Check-Out,2017-08-07 +City Hotel,0,17,2016,May,23,31,0,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,166.0,1,2,Check-Out,2016-06-02 +Resort Hotel,0,4,2016,August,32,6,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,231.0,0,1,Check-Out,2016-08-07 +City Hotel,0,24,2016,December,49,2,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,80.0,0,0,Check-Out,2016-12-05 +City Hotel,0,9,2015,August,35,23,2,0,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,75.0,0,0,Check-Out,2015-08-25 +City Hotel,0,30,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient-Party,88.4,0,0,Check-Out,2016-03-06 +Resort Hotel,0,364,2016,October,42,12,0,4,2,0.0,0,BB,BEL,Groups,Corporate,0,0,0,A,D,0,No Deposit,,223.0,0,Transient-Party,69.0,1,0,Check-Out,2016-10-16 +City Hotel,0,312,2017,May,21,25,2,4,3,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,2,Check-Out,2017-05-31 +City Hotel,0,56,2017,March,13,30,0,1,1,0.0,0,BB,POL,Online TA,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,98.0,0,0,Check-Out,2017-03-31 +City Hotel,0,130,2016,June,24,8,2,5,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,109.65,0,1,Check-Out,2016-06-15 +City Hotel,0,85,2016,August,34,19,2,4,3,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,201.6,0,1,Check-Out,2016-08-25 +City Hotel,0,268,2016,October,42,9,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient-Party,80.75,0,0,Check-Out,2016-10-14 +City Hotel,0,1,2016,March,14,30,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,125.0,1,1,Check-Out,2016-03-31 +Resort Hotel,0,3,2016,April,14,1,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,225.0,0,Transient,50.0,0,0,Check-Out,2016-04-02 +Resort Hotel,0,29,2016,November,45,4,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,37.8,0,2,Check-Out,2016-11-06 +Resort Hotel,0,24,2017,June,23,8,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,66.0,0,0,Check-Out,2017-06-10 +Resort Hotel,0,0,2016,July,30,18,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,8.0,,0,Transient,102.8,0,0,Check-Out,2016-07-23 +City Hotel,0,179,2016,July,30,17,2,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,1,Check-Out,2016-07-21 +Resort Hotel,0,81,2015,October,41,4,2,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,175.0,,0,Transient,63.66,0,0,Check-Out,2015-10-11 +Resort Hotel,0,10,2016,December,51,15,0,1,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,43.0,0,1,Check-Out,2016-12-16 +City Hotel,0,166,2016,May,19,3,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,85.0,0,0,Check-Out,2016-05-07 +Resort Hotel,0,0,2016,January,3,13,0,1,1,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,38.0,0,0,Check-Out,2016-01-14 +City Hotel,0,107,2017,April,17,27,0,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,Check-Out,2017-04-30 +City Hotel,0,14,2015,December,49,5,2,1,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,38.67,0,0,Check-Out,2015-12-08 +Resort Hotel,0,22,2015,July,30,24,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,153.0,0,2,Check-Out,2015-07-26 +City Hotel,0,48,2016,November,46,6,2,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-11-11 +City Hotel,0,69,2017,June,23,8,0,2,3,0.0,0,BB,FRA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,188.5,0,0,Check-Out,2017-06-10 +City Hotel,0,157,2016,December,50,8,0,3,2,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient-Party,68.0,0,0,Check-Out,2016-12-11 +City Hotel,0,9,2016,October,45,30,2,0,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient,178.0,0,2,Check-Out,2016-11-01 +Resort Hotel,0,25,2016,April,15,4,1,1,1,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,D,1,Non Refund,298.0,,0,Transient-Party,54.5,0,0,Check-Out,2016-04-06 +City Hotel,0,2,2016,June,25,13,1,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.67,0,2,Check-Out,2016-06-16 +City Hotel,0,0,2015,October,42,14,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,0,Check-Out,2015-10-15 +City Hotel,0,1,2017,February,7,15,0,1,2,0.0,0,SC,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,108.0,1,1,Check-Out,2017-02-16 +City Hotel,0,191,2017,July,27,8,2,2,2,2.0,0,BB,POL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,42.0,,0,Transient,152.28,0,0,Check-Out,2017-07-12 +Resort Hotel,0,124,2016,June,25,18,3,6,3,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,153.0,0,1,Check-Out,2016-06-27 +City Hotel,0,1,2016,September,39,20,0,1,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,275.0,0,1,Check-Out,2016-09-21 +Resort Hotel,0,3,2017,January,2,9,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,286.0,0,Transient-Party,39.0,0,0,Check-Out,2017-01-11 +City Hotel,0,14,2016,October,43,17,1,0,2,0.0,0,BB,PRT,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,131.25,0,2,Check-Out,2016-10-18 +City Hotel,0,75,2017,January,2,8,2,1,1,0.0,0,BB,USA,Groups,TA/TO,0,0,0,D,D,0,No Deposit,330.0,,0,Transient-Party,67.0,0,2,Check-Out,2017-01-11 +City Hotel,0,93,2017,August,33,19,2,3,1,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,98.0,,0,Transient-Party,123.0,0,0,Check-Out,2017-08-24 +City Hotel,0,0,2015,October,42,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,99.0,,0,Transient,100.0,0,0,Check-Out,2015-10-17 +City Hotel,0,1,2016,August,32,4,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,152.0,,0,Transient,110.19,0,0,Check-Out,2016-08-05 +Resort Hotel,0,170,2017,March,12,20,4,10,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,40.0,0,3,Check-Out,2017-04-03 +Resort Hotel,0,0,2016,January,3,11,1,0,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,39.0,0,2,Check-Out,2016-01-12 +Resort Hotel,0,105,2015,November,47,18,2,4,2,0.0,0,Undefined,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,313.0,,65,Transient-Party,69.0,0,0,Check-Out,2015-11-24 +City Hotel,0,32,2017,March,10,5,2,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,Check-Out,2017-03-09 +City Hotel,0,239,2016,October,44,28,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,96.3,0,1,Check-Out,2016-10-30 +City Hotel,0,46,2016,August,35,24,0,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,2,Check-Out,2016-08-27 +City Hotel,0,1,2017,May,21,21,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,20.0,,0,Transient,99.0,0,0,Check-Out,2017-05-25 +City Hotel,0,107,2016,March,12,17,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,58.0,0,0,Check-Out,2016-03-20 +City Hotel,0,4,2017,June,25,23,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,423.0,,0,Transient,141.04,0,0,Check-Out,2017-06-28 +City Hotel,0,212,2017,May,21,23,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,2,Check-Out,2017-05-26 +City Hotel,0,95,2016,April,18,27,1,4,2,0.0,0,SC,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,1,Check-Out,2016-05-02 +City Hotel,0,0,2016,February,7,11,0,1,1,0.0,0,BB,PRT,Corporate,Direct,1,0,1,A,A,0,No Deposit,,163.0,0,Transient,50.0,0,0,Check-Out,2016-02-12 +Resort Hotel,0,56,2015,October,40,2,2,5,1,0.0,0,HB,NLD,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,71.0,,0,Contract,77.0,0,0,Check-Out,2015-10-09 +City Hotel,0,41,2016,March,12,13,2,1,1,0.0,0,BB,POL,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,193.0,0,Transient-Party,70.33,0,0,Check-Out,2016-03-16 +Resort Hotel,0,0,2016,April,16,14,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,3,A,F,0,No Deposit,,,0,Transient,95.0,1,0,Check-Out,2016-04-15 +Resort Hotel,1,75,2016,December,50,6,0,5,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,No-Show,2016-12-06 +City Hotel,0,40,2015,October,41,5,1,1,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,3.0,,40,Transient-Party,98.0,0,0,Check-Out,2015-10-07 +City Hotel,0,405,2017,July,27,4,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,114.4,0,0,Check-Out,2017-07-06 +City Hotel,0,1,2016,May,21,18,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,110.0,0,0,Check-Out,2016-05-19 +City Hotel,0,2,2016,January,5,29,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,101.0,0,1,Check-Out,2016-01-31 +Resort Hotel,0,0,2016,February,6,6,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,55.0,0,0,Check-Out,2016-02-07 +City Hotel,0,1,2017,February,7,14,0,1,2,0.0,0,BB,PRT,Complementary,Direct,1,0,2,A,E,0,No Deposit,,45.0,0,Transient,0.0,0,1,Check-Out,2017-02-15 +City Hotel,0,44,2016,January,1,2,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,98.0,0,0,Check-Out,2016-01-05 +City Hotel,0,86,2016,March,13,20,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,73.95,0,0,Check-Out,2016-03-24 +City Hotel,0,69,2017,March,13,30,0,2,2,1.0,0,BB,ITA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,108.2,1,0,Check-Out,2017-04-01 +Resort Hotel,0,1,2017,January,2,12,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0,Check-Out,2017-01-13 +City Hotel,0,179,2016,August,35,22,1,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,114.3,0,0,Check-Out,2016-08-23 +City Hotel,0,1,2015,September,40,29,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,7.0,,0,Transient,109.85,0,0,Check-Out,2015-10-02 +City Hotel,0,8,2016,September,38,12,1,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,8.0,,0,Transient,187.55,0,1,Check-Out,2016-09-14 +Resort Hotel,0,32,2017,March,13,28,0,3,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,E,F,0,No Deposit,,,0,Transient,80.0,0,2,Check-Out,2017-03-31 +City Hotel,0,168,2017,August,32,7,1,3,1,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,99.18,0,1,Check-Out,2017-08-11 +City Hotel,0,135,2015,September,38,14,1,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,90.0,0,0,Check-Out,2015-09-17 +City Hotel,0,179,2017,May,20,14,2,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,116.33,0,1,Check-Out,2017-05-18 +Resort Hotel,0,1,2016,February,6,6,2,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,45.0,0,1,Check-Out,2016-02-09 +City Hotel,0,92,2016,March,12,18,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.3,0,0,Check-Out,2016-03-20 +City Hotel,0,367,2017,June,26,27,0,4,2,0.0,0,BB,AUS,Groups,TA/TO,0,0,0,A,A,1,No Deposit,229.0,,0,Transient-Party,107.0,0,2,Check-Out,2017-07-01 +Resort Hotel,0,178,2016,December,52,23,3,7,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,55.06,0,2,Check-Out,2017-01-02 +City Hotel,0,198,2017,July,29,16,2,1,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,86.0,,0,Transient,125.28,0,1,Check-Out,2017-07-19 +City Hotel,0,1,2015,August,34,19,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,106.0,0,0,Check-Out,2015-08-20 +Resort Hotel,0,20,2017,April,16,16,2,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,156.5,1,1,Check-Out,2017-04-20 +City Hotel,0,265,2016,June,26,24,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-06-26 +Resort Hotel,0,126,2017,May,18,2,0,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,6.0,,0,Transient,64.8,1,0,Check-Out,2017-05-04 +Resort Hotel,0,4,2017,February,8,20,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,2,8,A,D,0,No Deposit,,86.0,0,Transient,35.0,0,0,Check-Out,2017-02-22 +City Hotel,1,44,2016,July,27,1,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,101.15,0,0,No-Show,2016-07-01 +City Hotel,0,129,2017,August,33,15,0,4,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,2,Check-Out,2017-08-19 +City Hotel,0,4,2016,June,26,20,1,3,2,0.0,0,BB,CHE,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,107.0,0,0,Check-Out,2016-06-24 +City Hotel,0,315,2016,September,40,28,0,4,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,98.6,0,0,Check-Out,2016-10-02 +City Hotel,0,101,2016,May,19,5,2,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,132.6,0,1,Check-Out,2016-05-10 +Resort Hotel,0,11,2016,October,42,12,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,G,0,No Deposit,250.0,,0,Transient,85.0,0,1,Check-Out,2016-10-13 +City Hotel,0,3,2017,June,24,13,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,190.0,0,1,Check-Out,2017-06-15 +City Hotel,0,192,2016,October,43,21,0,2,2,2.0,0,BB,SRB,Groups,TA/TO,0,0,0,F,F,2,No Deposit,29.0,,0,Transient-Party,123.0,0,0,Check-Out,2016-10-23 +City Hotel,0,134,2017,March,13,27,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient,88.4,0,2,Check-Out,2017-03-31 +Resort Hotel,0,176,2017,August,32,7,1,5,2,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,268.0,0,2,Check-Out,2017-08-13 +Resort Hotel,0,168,2016,June,26,22,4,10,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,106.57,0,1,Check-Out,2016-07-06 +Resort Hotel,0,3,2016,February,8,15,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,139.0,99.0,0,Transient,30.0,0,0,Check-Out,2016-02-18 +City Hotel,0,12,2016,January,3,10,2,1,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,63.37,0,0,Check-Out,2016-01-13 +City Hotel,0,80,2017,July,28,15,2,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,85.0,,0,Transient,80.1,0,0,Check-Out,2017-07-18 +Resort Hotel,0,2,2017,January,1,4,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,3,Check-Out,2017-01-09 +City Hotel,0,78,2017,January,4,25,0,2,1,0.0,0,BB,SVK,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,365.0,0,Transient-Party,85.0,0,0,Check-Out,2017-01-27 +City Hotel,0,75,2016,April,18,26,0,4,2,0.0,0,BB,POL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-04-30 +Resort Hotel,0,20,2017,March,10,10,0,2,3,1.0,0,BB,ESP,Online TA,TA/TO,1,0,0,H,H,0,No Deposit,240.0,,0,Transient,117.0,1,1,Check-Out,2017-03-12 +City Hotel,1,81,2016,December,50,8,0,3,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Canceled,2016-09-19 +Resort Hotel,0,88,2017,March,10,11,2,5,2,0.0,0,BB,DEU,Groups,TA/TO,0,0,0,A,C,2,No Deposit,177.0,,0,Transient-Party,34.0,0,0,Check-Out,2017-03-18 +Resort Hotel,0,211,2016,May,20,14,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0,Check-Out,2016-05-16 +City Hotel,0,16,2015,September,36,5,1,1,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,105.0,0,2,Check-Out,2015-09-07 +City Hotel,0,346,2016,September,38,13,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-09-15 +Resort Hotel,0,0,2016,February,8,18,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,3,A,A,0,No Deposit,,,0,Transient,30.0,0,0,Check-Out,2016-02-19 +City Hotel,0,6,2017,August,34,23,0,2,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,100.0,0,1,Check-Out,2017-08-25 +Resort Hotel,0,0,2015,October,43,24,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,39.0,1,0,Check-Out,2015-10-25 +City Hotel,0,0,2016,May,21,17,0,0,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,1,0,0,A,A,0,No Deposit,6.0,,0,Transient,0.0,0,0,Check-Out,2016-05-17 +City Hotel,0,3,2016,February,7,11,0,1,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,67.22,0,1,Check-Out,2016-02-12 +City Hotel,0,69,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,Check-Out,2015-10-28 +Resort Hotel,0,7,2016,October,41,5,1,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,0,No Deposit,,405.0,0,Transient-Party,50.0,0,1,Check-Out,2016-10-10 +City Hotel,0,58,2016,January,5,27,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,87.0,,0,Transient-Party,90.0,0,0,Check-Out,2016-01-30 +City Hotel,0,36,2016,December,52,18,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,Check-Out,2016-12-22 +City Hotel,0,0,2016,September,40,26,1,0,1,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,152.0,,0,Transient,106.65,0,0,Check-Out,2016-09-27 +Resort Hotel,0,12,2016,September,39,22,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,E,0,No Deposit,250.0,,0,Transient,115.2,1,2,Check-Out,2016-09-24 +Resort Hotel,0,22,2016,May,20,9,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,72.0,1,1,Check-Out,2016-05-11 +City Hotel,0,73,2016,February,9,21,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,B,B,3,No Deposit,9.0,,0,Transient-Party,71.52,0,1,Check-Out,2016-02-24 +City Hotel,0,1,2015,November,46,14,0,1,1,0.0,0,BB,ITA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,144.0,0,Transient-Party,79.0,0,0,Check-Out,2015-11-15 +City Hotel,0,76,2016,April,14,2,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,87.3,0,1,Check-Out,2016-04-05 +City Hotel,0,68,2016,November,47,19,1,1,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,85.75,0,0,Check-Out,2016-11-21 +City Hotel,0,1,2016,January,4,17,2,4,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.33,0,1,Check-Out,2016-01-23 +City Hotel,0,111,2017,April,14,3,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,Check-Out,2017-04-05 +Resort Hotel,0,178,2016,October,41,2,4,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,171.0,,0,Transient,60.0,0,0,Check-Out,2016-10-11 +Resort Hotel,0,7,2016,August,32,5,1,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,251.0,0,1,Check-Out,2016-08-08 +Resort Hotel,0,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0,Check-Out,2015-10-18 +Resort Hotel,0,130,2017,June,22,2,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,132.0,0,1,Check-Out,2017-06-04 +City Hotel,0,22,2016,September,40,27,0,2,1,0.0,0,BB,GRC,Online TA,TA/TO,0,0,0,A,B,1,No Deposit,8.0,,0,Transient,133.0,0,1,Check-Out,2016-09-29 +City Hotel,0,80,2016,September,40,26,1,2,1,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,86.0,0,0,Check-Out,2016-09-29 +Resort Hotel,0,172,2016,August,32,6,2,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,174.0,0,1,Check-Out,2016-08-12 +Resort Hotel,0,6,2017,February,6,9,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,1,Check-Out,2017-02-11 +City Hotel,0,102,2016,December,50,6,0,1,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.0,0,0,Check-Out,2016-12-07 +City Hotel,0,67,2017,March,9,3,0,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,106.2,0,1,Check-Out,2017-03-05 +Resort Hotel,0,119,2015,August,32,7,0,2,2,0.0,0,BB,,Online TA,TA/TO,0,0,1,E,E,0,No Deposit,240.0,,0,Transient,164.0,1,2,Check-Out,2015-08-09 +City Hotel,0,5,2016,April,14,1,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,141.0,0,2,Check-Out,2016-04-06 +City Hotel,0,29,2017,January,3,18,0,3,1,0.0,0,BB,NOR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient-Party,65.0,0,0,Check-Out,2017-01-21 +Resort Hotel,0,3,2016,May,19,2,1,5,2,1.0,0,BB,GBR,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,121.5,0,0,Check-Out,2016-05-08 +City Hotel,0,5,2016,February,6,1,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,66.0,0,0,Check-Out,2016-02-05 +City Hotel,0,33,2016,January,5,25,1,1,2,0.0,0,BB,BRA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,38.0,,15,Transient-Party,64.0,0,0,Check-Out,2016-01-27 +City Hotel,0,32,2015,November,47,20,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,73.0,0,0,Check-Out,2015-11-22 +City Hotel,0,31,2016,September,38,16,1,2,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,6.0,,0,Transient-Party,70.0,0,0,Check-Out,2016-09-19 +Resort Hotel,0,15,2016,July,30,18,1,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,C,0,No Deposit,5.0,,0,Transient,167.2,1,0,Check-Out,2016-07-23 +Resort Hotel,0,57,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,C,0,No Deposit,305.0,,0,Transient-Party,98.75,0,0,Check-Out,2015-07-17 +City Hotel,0,43,2016,February,8,14,2,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.97,0,0,Check-Out,2016-02-17 +City Hotel,1,121,2017,August,33,18,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,0,Canceled,2017-08-05 +City Hotel,0,9,2017,January,2,14,0,1,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,160.0,0,2,Check-Out,2017-01-15 +Resort Hotel,1,92,2015,December,53,30,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,1,0,1,E,E,0,No Deposit,240.0,,0,Transient,98.1,0,2,No-Show,2015-12-30 +City Hotel,0,29,2016,December,49,2,0,2,2,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,85.0,0,0,Check-Out,2016-12-04 +City Hotel,0,46,2016,May,21,19,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient,86.5,0,0,Check-Out,2016-05-24 +City Hotel,0,60,2015,September,39,21,1,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,20.0,,0,Transient-Party,65.0,0,0,Check-Out,2015-09-23 +Resort Hotel,0,22,2017,August,34,25,2,2,2,0.0,0,BB,PRT,Direct,Direct,1,0,5,A,A,1,No Deposit,,,0,Transient,200.0,1,3,Check-Out,2017-08-29 +Resort Hotel,0,75,2015,August,32,8,2,5,2,2.0,0,FB,PRT,Direct,Direct,0,0,0,C,C,0,No Deposit,250.0,,0,Transient,276.43,1,3,Check-Out,2015-08-15 +City Hotel,0,19,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-07-29 +Resort Hotel,0,9,2016,November,47,19,2,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,63.0,0,2,Check-Out,2016-11-25 +City Hotel,0,34,2016,August,35,21,1,0,2,2.0,0,BB,FRA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,,,0,Transient,207.9,0,1,Check-Out,2016-08-22 +City Hotel,0,30,2016,August,36,31,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,120.53,0,2,Check-Out,2016-09-03 +City Hotel,0,1,2016,September,39,20,0,1,1,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,169.0,0,1,Check-Out,2016-09-21 +Resort Hotel,0,343,2016,September,39,21,0,4,2,0.0,0,HB,BEL,Corporate,Corporate,0,0,0,A,C,0,No Deposit,183.0,,0,Transient-Party,94.0,0,0,Check-Out,2016-09-25 +City Hotel,0,115,2016,March,12,18,0,2,1,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,1.0,,0,Transient-Party,0.0,0,0,Check-Out,2016-03-20 +City Hotel,0,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-08-20 +Resort Hotel,0,17,2015,October,43,22,1,3,1,0.0,0,BB,,Direct,Direct,0,0,0,D,F,0,No Deposit,,,0,Transient,45.0,0,1,Check-Out,2015-10-26 +Resort Hotel,0,133,2015,July,29,13,3,5,2,0.0,0,BB,FIN,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Contract,112.63,0,0,Check-Out,2015-07-21 +City Hotel,0,1,2015,August,32,8,2,5,1,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,88.0,0,2,Check-Out,2015-08-15 +Resort Hotel,0,87,2016,May,21,19,3,8,2,0.0,0,FB,CN,Offline TA/TO,TA/TO,0,0,0,E,E,1,No Deposit,96.0,,0,Transient-Party,134.4,0,0,Check-Out,2016-05-30 +City Hotel,1,86,2016,December,50,8,0,3,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,174.0,0,0,Canceled,2016-09-13 +Resort Hotel,0,30,2016,November,48,24,0,2,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,1,No Deposit,240.0,,0,Transient,93.0,0,1,Check-Out,2016-11-26 +Resort Hotel,0,206,2017,August,33,13,2,5,2,0.0,0,Undefined,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,96.0,,0,Transient,177.5,0,1,Check-Out,2017-08-20 +City Hotel,1,22,2016,December,53,29,2,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,198.88,0,2,Canceled,2016-12-22 +City Hotel,0,15,2017,June,23,6,0,2,2,0.0,0,SC,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,89.0,0,0,Check-Out,2017-06-08 +Resort Hotel,0,39,2015,July,31,26,2,5,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient,133.0,0,1,Check-Out,2015-08-02 +Resort Hotel,0,185,2015,September,38,19,4,6,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,156.0,,0,Contract,51.75,0,0,Check-Out,2015-09-29 +Resort Hotel,0,173,2017,July,27,5,2,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,135.6,0,3,Check-Out,2017-07-11 +Resort Hotel,0,223,2017,July,30,27,2,3,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,112.7,0,0,Check-Out,2017-08-01 +City Hotel,0,44,2017,April,16,20,0,3,2,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,133.33,0,1,Check-Out,2017-04-23 +Resort Hotel,0,67,2016,November,47,18,2,6,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,4,No Deposit,411.0,,0,Transient,50.0,0,0,Check-Out,2016-11-26 +Resort Hotel,0,203,2017,May,21,25,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,C,2,No Deposit,,223.0,0,Transient-Party,48.0,0,0,Check-Out,2017-05-28 +City Hotel,0,16,2016,March,12,18,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient-Party,103.0,0,1,Check-Out,2016-03-19 +City Hotel,0,209,2017,June,22,2,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1,Check-Out,2017-06-06 +Resort Hotel,0,0,2015,October,44,26,1,0,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,329.0,0,Transient,35.1,1,0,Check-Out,2015-10-27 +Resort Hotel,0,161,2017,July,29,18,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,123.21,0,1,Check-Out,2017-07-25 +City Hotel,0,69,2017,March,12,23,0,2,2,0.0,0,SC,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Check-Out,2017-03-25 +Resort Hotel,0,136,2016,October,44,24,1,5,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,115.0,0,0,Check-Out,2016-10-30 +City Hotel,0,4,2017,May,21,21,2,0,1,0.0,0,BB,SVN,Aviation,Corporate,1,0,2,A,A,0,No Deposit,,153.0,0,Transient,150.0,0,0,Check-Out,2017-05-23 +Resort Hotel,0,29,2017,May,18,4,2,7,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,109.96,0,1,Check-Out,2017-05-13 +City Hotel,0,25,2016,October,43,18,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,1,Check-Out,2016-10-21 +Resort Hotel,0,128,2017,August,31,3,2,8,3,0.0,0,HB,PRT,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,368.1,1,1,Check-Out,2017-08-13 +City Hotel,0,160,2017,July,28,10,1,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,0,Check-Out,2017-07-13 +City Hotel,0,1,2015,November,46,10,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,97.0,0,1,Check-Out,2015-11-14 +Resort Hotel,0,208,2016,August,33,8,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,126.0,0,1,Check-Out,2016-08-15 +City Hotel,0,213,2017,June,24,13,1,5,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,121.5,0,0,Check-Out,2017-06-19 +City Hotel,0,328,2016,September,40,30,0,2,2,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,38,Transient-Party,65.0,0,1,Check-Out,2016-10-02 +City Hotel,0,259,2017,August,31,4,1,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,Check-Out,2017-08-07 +City Hotel,0,31,2016,March,13,23,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,151.4,0,1,Check-Out,2016-03-26 +Resort Hotel,0,11,2015,November,47,16,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,32.0,0,0,Check-Out,2015-11-19 +Resort Hotel,0,342,2016,September,40,29,2,4,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,A,A,0,No Deposit,201.0,,0,Transient,36.0,0,0,Check-Out,2016-10-05 +City Hotel,0,59,2016,March,13,20,2,3,1,0.0,0,SC,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,79.05,0,2,Check-Out,2016-03-25 +Resort Hotel,0,21,2016,October,44,29,0,1,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,68.0,0,0,Check-Out,2016-10-30 +City Hotel,0,8,2016,April,16,11,1,0,2,2.0,0,BB,FRA,Online TA,TA/TO,0,0,0,F,G,0,No Deposit,9.0,,0,Transient,181.0,0,1,Check-Out,2016-04-12 +City Hotel,0,101,2016,June,24,8,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,87.67,0,3,Check-Out,2016-06-12 +City Hotel,0,33,2016,April,16,16,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.05,0,1,Check-Out,2016-04-20 +Resort Hotel,0,31,2016,April,17,18,1,1,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,E,E,0,No Deposit,,,0,Transient,91.0,0,0,Check-Out,2016-04-20 +Resort Hotel,0,1,2016,May,21,17,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,,331.0,0,Transient-Party,63.0,0,0,Check-Out,2016-05-19 +Resort Hotel,0,6,2016,October,45,31,1,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,83.5,1,1,Check-Out,2016-11-06 +Resort Hotel,0,2,2017,March,11,16,1,3,2,0.0,0,HB,PRT,Direct,TA/TO,0,0,0,E,E,0,No Deposit,250.0,,0,Transient,119.5,0,1,Check-Out,2017-03-20 +City Hotel,0,21,2017,July,28,11,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,146.67,0,1,Check-Out,2017-07-14 +City Hotel,0,4,2017,January,2,10,0,2,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,405.0,0,Transient-Party,70.0,0,0,Check-Out,2017-01-12 +Resort Hotel,0,42,2016,April,17,23,1,1,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,3,No Deposit,250.0,,0,Transient,99.0,1,0,Check-Out,2016-04-25 +Resort Hotel,0,14,2016,August,32,5,1,2,2,2.0,0,HB,SVN,Online TA,TA/TO,0,0,0,G,G,2,No Deposit,240.0,,0,Transient,353.67,1,0,Check-Out,2016-08-08 +City Hotel,0,396,2017,June,26,25,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,122.4,0,1,Check-Out,2017-06-27 +Resort Hotel,0,180,2016,July,32,31,4,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,112.8,0,0,Check-Out,2016-08-09 +City Hotel,0,99,2016,July,28,9,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.5,0,1,Check-Out,2016-07-12 +Resort Hotel,0,7,2017,March,9,2,0,3,1,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,29.0,0,0,Check-Out,2017-03-05 +Resort Hotel,0,10,2016,May,20,9,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,4,A,C,0,No Deposit,,47.0,0,Transient,42.0,0,0,Check-Out,2016-05-13 +Resort Hotel,0,222,2016,June,25,13,2,5,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,F,3,No Deposit,250.0,,0,Transient,93.5,0,0,Check-Out,2016-06-20 +City Hotel,0,11,2015,November,47,20,3,7,1,0.0,0,BB,AGO,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,113.0,0,1,Check-Out,2015-11-30 +Resort Hotel,0,0,2017,July,28,15,2,1,3,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,205.33,0,0,Check-Out,2017-07-18 +Resort Hotel,0,163,2016,July,32,31,2,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient,100.8,0,1,Check-Out,2016-08-04 +Resort Hotel,0,33,2016,August,35,27,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,C,C,1,No Deposit,314.0,,0,Transient,218.0,0,0,Check-Out,2016-09-03 +Resort Hotel,0,36,2015,August,34,22,4,10,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,F,E,0,No Deposit,241.0,,0,Transient,187.33,0,1,Check-Out,2015-09-05 +City Hotel,0,184,2016,May,19,2,1,3,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,104.25,0,3,Check-Out,2016-05-06 +City Hotel,0,0,2016,May,21,17,0,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,1,0,0,A,A,0,No Deposit,6.0,,0,Transient,0.0,0,0,Check-Out,2016-05-17 +City Hotel,0,43,2016,October,42,15,2,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,145.2,0,1,Check-Out,2016-10-21 +Resort Hotel,0,460,2015,August,32,3,2,5,1,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,40.0,,0,Contract,77.54,0,0,Check-Out,2015-08-10 +City Hotel,0,95,2016,March,13,22,0,3,1,0.0,0,BB,AUT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,27.0,,0,Transient,37.33,0,1,Check-Out,2016-03-25 +City Hotel,0,41,2016,October,44,26,0,2,1,0.0,0,BB,FRA,Online TA,GDS,0,0,0,A,A,2,No Deposit,195.0,,0,Transient,113.0,0,0,Check-Out,2016-10-28 +Resort Hotel,0,24,2015,November,47,21,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,342.0,0,Transient-Party,32.0,0,0,Check-Out,2015-11-22 +Resort Hotel,0,231,2017,May,19,9,0,4,1,0.0,0,HB,GBR,Groups,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient-Party,79.5,0,0,Check-Out,2017-05-13 +Resort Hotel,0,193,2016,August,34,20,2,5,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient-Party,157.0,0,1,Check-Out,2016-08-27 +City Hotel,0,48,2015,September,37,11,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,Check-Out,2015-09-14 +City Hotel,0,4,2015,November,48,27,0,2,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-11-29 +Resort Hotel,0,2,2016,August,33,11,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,189.0,0,1,Check-Out,2016-08-13 +City Hotel,0,39,2015,August,33,14,0,2,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,2,No Deposit,6.0,,0,Transient-Party,87.0,0,0,Check-Out,2015-08-16 +Resort Hotel,0,246,2015,October,41,8,0,1,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,G,0,No Deposit,251.0,,0,Transient-Party,41.4,0,0,Check-Out,2015-10-09 +Resort Hotel,0,5,2016,July,31,26,1,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,237.67,1,1,Check-Out,2016-08-01 +City Hotel,1,17,2016,February,10,28,2,3,1,0.0,0,BB,NGA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,101.0,0,0,No-Show,2016-02-28 +City Hotel,0,158,2017,March,13,27,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,Check-Out,2017-03-29 +Resort Hotel,0,24,2016,August,35,25,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Transient,82.0,0,0,Check-Out,2016-09-01 +Resort Hotel,0,55,2016,January,3,14,2,5,1,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,37.7,0,0,Check-Out,2016-01-21 +City Hotel,1,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2017-02-02 +City Hotel,0,21,2017,March,12,22,0,2,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,137.0,0,3,Check-Out,2017-03-24 +Resort Hotel,0,58,2016,October,41,5,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient,59.0,0,0,Check-Out,2016-10-06 +Resort Hotel,0,0,2016,March,12,16,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,1,0,1,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0,Check-Out,2016-03-17 +City Hotel,0,87,2017,May,18,4,0,3,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,Check-Out,2017-05-07 +City Hotel,0,94,2015,August,31,1,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,76.5,0,0,Check-Out,2015-08-07 +City Hotel,0,114,2016,October,42,12,1,4,0,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,0.0,0,0,Check-Out,2016-10-17 +City Hotel,0,173,2016,July,29,11,1,3,1,1.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,65.49,0,1,Check-Out,2016-07-15 +City Hotel,0,405,2017,July,27,4,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,114.4,0,0,Check-Out,2017-07-06 +City Hotel,0,0,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,1,D,D,0,No Deposit,94.0,,0,Transient,0.0,0,0,Check-Out,2015-10-16 +City Hotel,0,44,2015,August,34,22,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,86.0,0,0,Check-Out,2015-08-25 +City Hotel,0,52,2016,July,29,13,0,2,3,0.0,0,BB,FIN,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,176.7,1,1,Check-Out,2016-07-15 +Resort Hotel,0,32,2016,July,31,29,1,2,2,0.0,0,BB,ARE,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,226.33,1,0,Check-Out,2016-08-01 +Resort Hotel,1,66,2017,August,33,16,0,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,Canceled,2017-07-04 +City Hotel,0,109,2016,July,28,4,1,4,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,97.75,0,0,Check-Out,2016-07-09 +City Hotel,0,55,2015,September,37,6,2,0,2,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,75.0,0,0,Check-Out,2015-09-08 +City Hotel,0,0,2017,April,15,15,0,1,1,0.0,0,SC,HRV,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,149.0,0,0,Check-Out,2017-04-16 +Resort Hotel,0,150,2016,July,30,23,2,5,2,0.0,0,HB,ESP,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,161.5,0,1,Check-Out,2016-07-30 +City Hotel,0,7,2017,January,2,10,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,1,12,A,A,1,No Deposit,,219.0,0,Transient,89.0,1,2,Check-Out,2017-01-12 +Resort Hotel,0,3,2016,April,16,11,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,56.0,0,1,Check-Out,2016-04-12 +City Hotel,0,179,2016,July,30,23,2,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,90.95,0,1,Check-Out,2016-07-29 +City Hotel,0,36,2016,July,27,1,0,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,Check-Out,2016-07-03 +Resort Hotel,0,135,2015,August,32,6,2,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Contract,104.55,0,0,Check-Out,2015-08-11 +Resort Hotel,0,56,2015,December,50,11,2,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,58.7,0,1,Check-Out,2015-12-16 +City Hotel,0,153,2016,July,30,23,2,2,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.45,0,1,Check-Out,2016-07-27 +City Hotel,0,0,2017,August,33,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,152.0,,0,Transient,110.7,0,0,Check-Out,2017-08-21 +City Hotel,0,102,2016,April,16,14,1,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,B,B,3,No Deposit,9.0,,0,Transient-Party,77.78,0,1,Check-Out,2016-04-18 +City Hotel,0,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1,Check-Out,2017-06-27 +City Hotel,0,135,2017,May,21,26,2,2,2,0.0,0,SC,LUX,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,111.0,0,1,Check-Out,2017-05-30 +City Hotel,0,90,2017,August,33,15,2,5,3,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,116.1,0,0,Check-Out,2017-08-22 +City Hotel,0,28,2015,October,44,29,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,98.0,,0,Transient-Party,130.0,0,0,Check-Out,2015-10-30 +Resort Hotel,0,40,2017,May,22,28,2,0,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,75.6,0,1,Check-Out,2017-05-30 +Resort Hotel,0,13,2016,October,43,21,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,120.0,0,1,Check-Out,2016-10-23 +City Hotel,0,292,2016,July,30,21,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,0,Check-Out,2016-07-23 +Resort Hotel,0,28,2016,October,44,27,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,51.2,0,1,Check-Out,2016-10-30 +Resort Hotel,0,14,2017,March,10,8,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,60.0,0,2,Check-Out,2017-03-11 +City Hotel,0,3,2015,August,33,13,0,1,2,2.0,0,SC,FRA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Contract,153.0,0,0,Check-Out,2015-08-14 +City Hotel,0,31,2017,April,16,21,2,3,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,75.0,0,0,Check-Out,2017-04-26 +City Hotel,0,9,2016,May,22,22,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,109.65,0,0,Check-Out,2016-05-23 +City Hotel,0,261,2017,July,27,5,0,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,Check-Out,2017-07-09 +Resort Hotel,0,136,2016,March,13,24,0,3,2,0.0,0,Undefined,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,387.0,,0,Transient-Party,84.0,0,0,Check-Out,2016-03-27 +City Hotel,0,11,2016,October,43,21,0,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,0,Check-Out,2016-10-23 +Resort Hotel,0,101,2016,April,18,29,2,5,1,0.0,0,HB,NLD,Groups,TA/TO,0,0,0,A,A,9,No Deposit,95.0,,0,Transient-Party,54.0,0,0,Check-Out,2016-05-06 +Resort Hotel,0,2,2017,January,3,16,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,H,0,No Deposit,,428.0,0,Transient,35.0,0,0,Check-Out,2017-01-17 +City Hotel,0,37,2017,April,15,11,0,2,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,135.0,0,1,Check-Out,2017-04-13 +Resort Hotel,0,52,2016,November,46,11,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,2,Check-Out,2016-11-16 +Resort Hotel,0,88,2016,June,23,2,2,8,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,133.0,0,1,Check-Out,2016-06-12 +Resort Hotel,0,12,2016,June,25,17,2,3,2,0.0,1,BB,GBR,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,241.0,,0,Transient,116.31,0,1,Check-Out,2016-06-22 +Resort Hotel,0,84,2016,July,30,17,4,6,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,235.0,0,0,Check-Out,2016-07-27 +City Hotel,0,104,2016,September,36,2,1,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,138.6,0,2,Check-Out,2016-09-05 +City Hotel,0,6,2016,November,49,27,2,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,68.0,0,0,Check-Out,2016-12-03 +City Hotel,0,214,2017,June,23,9,1,2,3,0.0,0,BB,GBR,Groups,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,153.13,0,0,Check-Out,2017-06-12 +City Hotel,0,31,2015,October,43,18,2,0,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,96.3,0,0,Check-Out,2015-10-20 +Resort Hotel,0,110,2015,July,28,5,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,110.7,0,0,Check-Out,2015-07-16 +Resort Hotel,0,107,2016,October,43,17,2,5,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,118.0,0,1,Check-Out,2016-10-24 +City Hotel,0,34,2017,June,23,7,1,4,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,132.0,0,2,Check-Out,2017-06-12 +Resort Hotel,0,69,2017,March,13,31,2,3,4,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,147.0,,0,Transient,59.62,0,0,Check-Out,2017-04-05 +Resort Hotel,0,42,2017,August,31,4,2,5,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,5.0,,0,Transient-Party,197.14,0,0,Check-Out,2017-08-11 +Resort Hotel,0,135,2016,August,33,9,0,4,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,137.83,0,2,Check-Out,2016-08-13 +Resort Hotel,0,7,2017,July,28,10,1,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,144.0,0,1,Check-Out,2017-07-15 +City Hotel,0,99,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,Check-Out,2016-02-20 +Resort Hotel,0,0,2017,February,6,5,2,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,54.0,0,1,Check-Out,2017-02-07 +City Hotel,0,4,2015,August,35,23,2,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,1,No Deposit,,45.0,0,Transient,0.0,0,1,Check-Out,2015-08-26 +City Hotel,0,7,2016,October,44,29,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,1,No Deposit,,,0,Transient,100.0,1,1,Check-Out,2016-10-30 +Resort Hotel,0,198,2017,January,1,1,1,0,1,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,4,No Deposit,,308.0,0,Transient-Party,0.0,0,0,Check-Out,2017-01-02 +City Hotel,0,119,2015,December,52,26,2,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,72.25,0,3,Check-Out,2015-12-29 +Resort Hotel,0,0,2016,January,5,28,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,D,0,No Deposit,355.0,,0,Transient,30.0,0,0,Check-Out,2016-01-29 +City Hotel,0,11,2015,August,35,23,2,1,2,1.0,0,BB,ESP,Direct,Direct,0,0,0,A,D,0,No Deposit,14.0,,0,Transient,90.0,0,1,Check-Out,2015-08-26 +City Hotel,0,240,2016,September,37,10,1,1,2,0.0,0,HB,ITA,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,96.0,0,1,Check-Out,2016-09-12 +City Hotel,0,1,2015,December,53,30,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.0,0,1,Check-Out,2016-01-02 +City Hotel,0,28,2016,August,32,4,0,1,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,125.1,0,1,Check-Out,2016-08-05 +City Hotel,0,46,2016,November,47,18,0,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,89.2,0,1,Check-Out,2016-11-20 +Resort Hotel,0,128,2016,September,40,27,0,4,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,152.0,1,1,Check-Out,2016-10-01 +City Hotel,1,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +City Hotel,0,31,2016,August,33,12,0,2,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,D,A,2,No Deposit,,,0,Transient,160.5,0,2,Check-Out,2016-08-14 +City Hotel,0,112,2016,July,30,18,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,2,Check-Out,2016-07-21 +Resort Hotel,0,174,2016,August,32,1,2,5,2,0.0,0,Undefined,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,196.0,,0,Transient-Party,177.5,0,2,Check-Out,2016-08-08 +City Hotel,0,7,2017,June,23,9,2,4,1,0.0,0,BB,PRT,Aviation,Corporate,0,0,0,D,D,0,No Deposit,,153.0,0,Transient,110.0,0,0,Check-Out,2017-06-15 +Resort Hotel,0,135,2017,June,24,11,2,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,410.0,,0,Transient,58.7,0,0,Check-Out,2017-06-15 +City Hotel,0,1,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,,174.0,0,Transient-Party,119.0,0,1,Check-Out,2016-06-04 +Resort Hotel,0,2,2017,February,8,20,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,43.0,0,1,Check-Out,2017-02-21 +Resort Hotel,0,203,2017,May,21,25,0,3,2,0.0,0,BB,USA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,223.0,0,Transient-Party,55.0,0,0,Check-Out,2017-05-28 +City Hotel,0,57,2016,October,45,30,2,0,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,Check-Out,2016-11-01 +Resort Hotel,0,17,2017,August,32,6,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,C,C,2,No Deposit,240.0,,0,Transient,249.0,1,1,Check-Out,2017-08-07 +City Hotel,0,46,2016,November,48,21,1,5,2,0.0,0,BB,CHE,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,22.0,,0,Transient,72.0,0,0,Check-Out,2016-11-27 +Resort Hotel,0,1,2016,July,29,16,2,1,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,145.67,0,0,Check-Out,2016-07-19 +City Hotel,0,22,2017,January,3,19,2,4,1,0.0,0,BB,EST,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,58.24,0,2,Check-Out,2017-01-25 +Resort Hotel,0,43,2017,January,4,27,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient-Party,48.0,0,1,Check-Out,2017-01-30 +City Hotel,0,107,2017,March,9,2,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.6,0,2,Check-Out,2017-03-05 +Resort Hotel,0,23,2017,March,13,26,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,146.0,,0,Transient,32.0,0,0,Check-Out,2017-03-29 +City Hotel,0,5,2016,July,27,1,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.0,0,0,Check-Out,2016-07-02 +City Hotel,0,0,2016,July,28,5,0,1,2,1.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,9.0,,0,Transient,159.0,0,0,Check-Out,2016-07-06 +City Hotel,0,28,2016,November,45,2,0,1,1,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,0,Check-Out,2016-11-03 +City Hotel,0,10,2017,May,21,21,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,200.0,0,1,Check-Out,2017-05-22 +Resort Hotel,0,48,2015,August,35,23,2,5,2,0.0,0,HB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,185.71,0,2,Check-Out,2015-08-30 +City Hotel,0,40,2015,December,52,26,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Contract,55.0,0,1,Check-Out,2015-12-30 +Resort Hotel,0,81,2017,August,33,18,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,137.0,0,0,Check-Out,2017-08-25 +Resort Hotel,0,90,2016,October,44,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient,54.08,0,1,Check-Out,2016-11-03 +City Hotel,0,8,2016,April,14,1,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,D,1,No Deposit,,127.0,0,Transient,84.0,0,1,Check-Out,2016-04-03 +Resort Hotel,0,181,2016,July,31,27,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,140.0,0,1,Check-Out,2016-08-02 +City Hotel,0,32,2016,August,35,23,0,3,2,2.0,0,BB,USA,Direct,Direct,0,0,0,E,E,2,No Deposit,14.0,,0,Transient,182.95,1,2,Check-Out,2016-08-26 +City Hotel,1,1,2016,February,9,27,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,81.0,0,1,No-Show,2016-02-27 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..e83d6e1ec1076d95d33dcb7bebd0e31abf571fcd --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test_current.csv @@ -0,0 +1,16 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,210,2015,October,41,8,1,3,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,86.0,0,0,Canceled,2015-06-30 +Resort Hotel,1,105,2016,August,33,13,4,6,2,2.0,0,HB,MAR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,309.0,0,0,Canceled,2016-07-30 +City Hotel,1,147,2015,December,53,29,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,72.25,0,2,Canceled,2015-08-05 +City Hotel,1,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,Canceled,2016-02-09 +City Hotel,1,46,2016,February,7,13,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,48.6,0,0,Canceled,2016-02-04 +City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,Canceled,2016-11-25 +City Hotel,1,186,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,130.0,0,0,Canceled,2016-11-25 +Resort Hotel,1,383,2016,October,41,6,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,Canceled,2016-03-04 +City Hotel,1,81,2016,December,50,8,0,3,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Canceled,2016-09-19 +City Hotel,1,121,2017,August,33,18,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,0,Canceled,2017-08-05 +City Hotel,1,86,2016,December,50,8,0,3,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,174.0,0,0,Canceled,2016-09-13 +City Hotel,1,22,2016,December,53,29,2,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,198.88,0,2,Canceled,2016-12-22 +City Hotel,1,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2017-02-02 +Resort Hotel,1,66,2017,August,33,16,0,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,Canceled,2017-07-04 +City Hotel,1,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/Hotel_booking_demand_B4_003_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/Hotel_booking_demand_B4_003_current.json new file mode 100644 index 0000000000000000000000000000000000000000..fa6d70f8f915fa17a205bb267fc230fc5e57b852 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/Hotel_booking_demand_B4_003_current.json @@ -0,0 +1,7221 @@ +{ + "id": "003", + "task_type": "B4", + "subtask_type": "list", + "perspective": "data_holder", + "dataset_name": "Hotel booking demand", + "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_003/test.csv", + "query": "We are allocating complimentary amenities and need to focus our resources on guests who are almost certain to arrive. Reviewing the past reservation data I shared, which includes final statuses, can you filter our new incoming bookings to show only those profiles that are highly likely to achieve a Check-Out status?", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 88, + "arrival_date_year": 2015, + "arrival_date_month": "September", + "arrival_date_week_number": 39, + "arrival_date_day_of_month": 26, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 1.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 170.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-08-21" + } + }, + { + "scenario_id": "002", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 40, + "arrival_date_year": 2016, + "arrival_date_month": "March", + "arrival_date_week_number": 13, + "arrival_date_day_of_month": 20, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 0, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "SC", + "country": "GBR", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 88.2, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-03-21" + } + }, + { + "scenario_id": "003", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 349, + "arrival_date_year": 2015, + "arrival_date_month": "October", + "arrival_date_week_number": 40, + "arrival_date_day_of_month": 1, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 1, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 1.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Contract", + "adr": 62.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-01-01" + } + }, + { + "scenario_id": "008", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 423, + "arrival_date_year": 2017, + "arrival_date_month": "May", + "arrival_date_week_number": 21, + "arrival_date_day_of_month": 23, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 1, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 229.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 90.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + 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"evaluation_score": {} +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..d5470c8d66cba88ff23656ddcf0eddcbed34ffc8 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/current.csv @@ -0,0 +1,201 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date +City Hotel,1,88,2015,September,39,26,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-08-21 +City Hotel,0,40,2016,March,13,20,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.2,0,0,2016-03-21 +City Hotel,1,349,2015,October,40,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,1,423,2017,May,21,23,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,2017-02-28 +City Hotel,1,175,2017,April,17,29,2,1,2,2.0,0,BB,RUS,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.0,0,1,2017-04-10 +City Hotel,0,38,2016,December,50,10,2,1,2,2.0,0,BB,PHL,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,143.0,0,0,2016-12-13 +City Hotel,1,163,2016,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,2016-09-27 +Resort Hotel,1,29,2015,August,35,27,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,211.0,0,1,2015-08-11 +City Hotel,1,148,2017,May,18,4,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,171.0,,0,Transient,95.0,0,0,2016-12-07 +City Hotel,1,0,2015,August,33,10,1,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,75.0,0,2,2015-08-10 +City Hotel,1,40,2016,March,13,25,1,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,201.95,0,0,2016-02-17 +City Hotel,1,330,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,177,2017,March,12,23,1,3,2,1.0,0,BB,TWN,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,103.7,0,0,2017-02-17 +City Hotel,1,205,2016,May,23,29,2,1,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,Non Refund,26.0,,0,Transient,125.0,0,0,2016-01-19 +Resort Hotel,1,349,2017,July,28,9,2,4,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,C,C,2,No Deposit,250.0,,0,Transient,178.75,0,0,2016-12-28 +City Hotel,1,115,2016,November,47,18,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,2016-10-24 +Resort Hotel,1,74,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,70.0,0,0,2016-01-21 +City Hotel,1,183,2017,February,7,15,0,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,106.2,0,1,2016-08-18 +City Hotel,1,233,2016,August,33,11,0,2,2,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,86.62,0,0,2016-01-13 +Resort Hotel,1,243,2015,September,36,4,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,D,D,0,No Deposit,240.0,,0,Transient-Party,99.0,0,1,2015-07-29 +City Hotel,0,32,2015,October,43,24,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,136.0,0,1,2015-10-26 +City Hotel,1,99,2017,April,15,15,2,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,58.0,,0,Transient-Party,105.0,0,0,2017-03-07 +City Hotel,1,185,2016,December,51,16,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,103.5,0,0,2016-07-28 +City Hotel,1,97,2015,October,41,5,1,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,140.0,0,0,2015-07-03 +City Hotel,1,280,2016,November,47,16,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,1,2016-03-11 +City Hotel,1,566,2017,January,4,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,280,2016,December,53,31,2,1,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.7,0,0,2016-03-27 +City Hotel,1,150,2017,June,24,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,120.0,0,0,2017-01-18 +City Hotel,0,4,2016,August,36,30,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,2,2016-09-01 +City Hotel,1,262,2016,December,51,14,2,4,2,0.0,0,SC,VEN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,63.75,0,0,2016-03-27 +City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,2015-08-04 +City Hotel,1,22,2017,March,11,15,2,6,3,0.0,0,BB,AGO,Direct,Direct,0,0,0,F,F,0,No Deposit,14.0,,0,Transient,238.0,0,0,2017-03-15 +City Hotel,1,55,2016,December,50,8,0,3,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,2,2016-10-17 +City Hotel,1,80,2016,April,16,10,2,1,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,182.0,,0,Transient,100.0,0,0,2016-02-22 +City Hotel,1,213,2016,June,24,7,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,62,Transient,130.0,0,0,2016-01-08 +City Hotel,1,174,2017,June,22,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,2017-01-24 +City Hotel,1,451,2016,May,21,16,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,2016-03-14 +City Hotel,1,111,2017,February,5,1,4,10,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,98.1,0,2,2016-10-18 +City Hotel,1,76,2016,September,38,15,0,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,3,2016-08-11 +City Hotel,0,89,2016,November,47,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,79.2,0,3,2016-11-21 +Resort Hotel,1,168,2017,August,33,17,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,176.0,0,1,2017-03-10 +City Hotel,1,41,2016,October,42,15,2,1,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,145.2,0,2,2016-09-06 +City Hotel,1,241,2016,September,36,2,2,2,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,101.79,0,1,2016-05-31 +Resort Hotel,0,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,E,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0,2015-10-18 +Resort Hotel,1,259,2015,September,38,17,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,40.05,0,0,2015-01-21 +Resort Hotel,1,47,2017,August,34,26,2,5,2,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,340.86,0,0,2017-07-22 +City Hotel,1,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,37,2016,October,41,2,2,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,125.55,0,0,2016-09-28 +Resort Hotel,1,133,2017,March,11,13,1,0,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,42.0,0,2,2016-11-03 +City Hotel,1,398,2016,August,33,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,335,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +Resort Hotel,1,181,2016,July,28,7,2,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,72.9,0,1,2016-01-09 +Resort Hotel,1,182,2016,December,53,29,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,60.6,0,0,2016-06-30 +Resort Hotel,0,90,2016,October,44,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient,54.08,0,1,2016-11-03 +City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,2016-02-10 +City Hotel,1,266,2017,May,18,3,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,2017-03-09 +City Hotel,1,37,2016,October,42,13,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,105.0,0,0,2016-09-06 +City Hotel,1,7,2017,June,23,5,1,3,1,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,200.0,0,1,2017-05-30 +City Hotel,1,38,2016,December,52,21,1,4,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.7,0,1,2016-12-04 +City Hotel,1,281,2015,July,30,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2015-01-01 +City Hotel,1,81,2017,March,13,30,0,3,2,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,85.8,0,1,2017-02-02 +Resort Hotel,1,131,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,410.0,,0,Transient,56.7,0,0,2017-05-19 +City Hotel,1,30,2017,February,5,2,2,4,2,0.0,0,BB,ISL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.1,0,2,2017-01-09 +City Hotel,1,129,2017,April,14,3,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,2016-11-25 +City Hotel,1,100,2015,October,44,31,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-10-19 +City Hotel,1,386,2016,July,31,28,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,2016-12-07 +City Hotel,1,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0,2017-01-12 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,2016-12-07 +City Hotel,0,176,2016,October,42,11,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,0,2016-10-14 +Resort Hotel,1,239,2015,September,38,19,1,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,3,0,A,A,0,No Deposit,248.0,,0,Transient-Party,34.0,0,0,2015-07-08 +City Hotel,1,341,2015,September,39,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02 +City Hotel,0,180,2016,November,47,13,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.75,0,2,2016-11-14 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,2016-01-06 +City Hotel,1,24,2016,April,16,11,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,108.5,0,0,2016-03-18 +City Hotel,1,115,2017,June,22,3,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,89.1,0,0,2017-02-08 +City Hotel,1,81,2017,August,34,23,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,169.0,0,0,2017-06-05 +City Hotel,1,407,2017,May,18,6,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,2016-04-17 +City Hotel,1,86,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,35,Transient,85.0,0,0,2015-12-02 +Resort Hotel,1,112,2016,February,7,12,0,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,134.0,,0,Transient-Party,68.0,0,0,2016-02-05 +City Hotel,1,50,2016,March,14,31,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,2016-03-11 +City Hotel,1,305,2016,November,45,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0,2016-02-01 +City Hotel,1,136,2016,October,41,5,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,118.8,0,0,2016-05-22 +City Hotel,1,11,2016,June,25,17,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,182.75,0,1,2016-06-08 +City Hotel,1,209,2017,August,33,15,0,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,148.5,0,2,2017-01-25 +City Hotel,1,193,2016,June,26,20,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,162.0,,39,Transient,120.0,0,0,2016-01-18 +Resort Hotel,1,183,2016,July,31,26,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,395.0,0,Transient,114.75,0,0,2016-07-13 +City Hotel,1,19,2016,March,10,4,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,74.64,0,0,2016-03-04 +City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,2016-04-04 +City Hotel,0,30,2015,October,42,16,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,118.58,0,1,2015-10-20 +City Hotel,1,36,2016,March,11,12,1,1,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,114.3,0,1,2016-02-25 +Resort Hotel,1,398,2016,July,28,4,3,7,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,40.0,,0,Contract,134.73,0,0,2016-01-15 +City Hotel,1,61,2015,December,53,30,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient,111.6,0,1,2015-12-07 +City Hotel,1,19,2016,February,9,25,0,3,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,1,2016-02-08 +Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,2015-12-17 +City Hotel,1,147,2015,July,30,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient,75.0,0,0,2015-07-10 +City Hotel,1,279,2016,October,42,12,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,98.0,,0,Transient,110.0,0,0,2016-05-05 +City Hotel,1,23,2017,June,23,7,0,2,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,52.0,,0,Transient,166.5,0,0,2017-05-19 +Resort Hotel,1,10,2016,October,42,10,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,394.0,0,Transient-Party,41.4,0,0,2016-10-04 +City Hotel,1,451,2017,July,28,12,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,2017-06-07 +City Hotel,1,57,2016,October,45,31,1,4,3,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,131.58,0,1,2016-10-25 +City Hotel,1,101,2016,June,23,1,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,132.6,0,0,2016-05-17 +City Hotel,1,315,2016,November,48,25,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,2,4,B,B,0,No Deposit,,,0,Transient-Party,65.8,0,1,2016-11-07 +City Hotel,1,305,2017,January,3,21,2,2,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,77.35,0,0,2016-08-10 +City Hotel,1,271,2016,December,53,26,2,5,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.63,0,1,2016-10-06 +City Hotel,1,180,2016,July,30,23,1,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,96.3,0,0,2016-01-26 +City Hotel,0,134,2016,October,42,15,2,1,2,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,2,2016-10-18 +City Hotel,1,88,2017,August,32,11,0,1,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,1,2017-05-21 +Resort Hotel,1,281,2016,July,29,16,4,6,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,175.0,,0,Transient,115.92,0,0,2016-01-07 +City Hotel,1,139,2016,July,29,11,1,4,2,1.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.45,0,0,2016-02-27 +City Hotel,1,88,2017,April,17,24,1,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1,2017-01-27 +City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,2015-08-04 +City Hotel,1,420,2017,May,20,20,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,2017-03-02 +City Hotel,1,19,2017,March,12,20,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,80.24,0,0,2017-03-17 +City Hotel,1,50,2017,July,28,10,1,2,2,1.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,2017-06-27 +City Hotel,1,101,2016,April,15,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,41,Transient,80.0,0,0,2016-02-04 +Resort Hotel,1,56,2017,August,35,28,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,152.0,0,0,2017-07-17 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,2016-01-06 +City Hotel,1,126,2017,August,33,16,2,6,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,1,2017-04-12 +City Hotel,1,185,2017,June,26,29,0,3,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient,192.7,0,0,2017-01-03 +City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,2016-02-10 +City Hotel,1,21,2016,August,34,15,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,0,2016-07-29 +City Hotel,1,78,2016,April,15,8,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.9,0,0,2016-02-15 +City Hotel,1,137,2016,May,19,5,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,0,2016-03-10 +City Hotel,1,24,2016,November,45,1,0,4,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,161.5,0,0,2016-10-08 +Resort Hotel,1,46,2016,May,23,31,2,7,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,116.11,0,0,2016-04-17 +City Hotel,1,184,2016,September,39,22,2,3,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.28,0,0,2016-04-11 +Resort Hotel,1,31,2016,April,15,7,0,3,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,67.0,,0,Transient-Party,68.0,0,0,2016-04-01 +City Hotel,1,186,2016,July,30,19,0,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,90.95,0,1,2016-03-04 +City Hotel,1,35,2017,February,7,16,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,2017-01-12 +City Hotel,0,210,2016,August,34,16,0,2,2,0.0,1,SC,NLD,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,90.0,0,2,2016-08-18 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,2015-10-23 +Resort Hotel,1,231,2017,August,31,2,2,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,253.33,0,1,2017-05-10 +City Hotel,1,162,2017,May,18,6,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,80.0,0,0,2016-12-09 +City Hotel,1,52,2016,December,49,1,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,2,2016-10-14 +City Hotel,1,222,2017,August,34,25,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-01-24 +City Hotel,1,41,2017,August,31,3,0,1,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-06-27 +City Hotel,1,157,2016,July,29,11,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,101.58,0,1,2016-06-11 +Resort Hotel,1,124,2015,August,36,31,1,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,160.0,0,0,2015-04-29 +City Hotel,1,566,2017,January,4,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,156,2016,December,53,27,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,122.4,0,0,2016-07-24 +Resort Hotel,1,273,2016,August,35,24,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,314.0,,0,Transient,88.15,0,0,2015-11-26 +City Hotel,1,123,2017,April,17,24,1,3,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.75,0,2,2016-12-22 +City Hotel,1,258,2017,January,2,14,2,1,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,129.6,0,0,2016-05-04 +City Hotel,1,158,2016,May,22,24,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,31,Transient,130.0,0,0,2016-01-18 +City Hotel,1,46,2017,March,9,3,1,2,3,0.0,0,BB,URY,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,1,2017-02-23 +City Hotel,1,320,2017,June,24,15,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,90.0,0,0,2017-01-12 +City Hotel,0,23,2017,January,2,11,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,89.5,0,1,2017-01-12 +Resort Hotel,1,65,2015,August,33,15,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient,135.0,0,0,2015-06-11 +Resort Hotel,1,47,2016,August,32,5,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,209.0,0,0,2016-07-11 +City Hotel,1,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0,2017-01-27 +City Hotel,1,346,2015,September,40,28,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +Resort Hotel,1,143,2016,August,32,3,2,5,1,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,211.0,0,0,2016-03-24 +Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,2015-12-17 +Resort Hotel,1,221,2017,August,33,15,1,5,1,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,224.33,0,2,2017-01-09 +Resort Hotel,1,159,2015,August,36,31,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,101.44,0,0,2015-06-17 +City Hotel,1,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,2015-07-06 +Resort Hotel,1,378,2016,November,45,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,248.0,,0,Transient,46.0,0,0,2016-10-18 +City Hotel,1,45,2016,July,27,2,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,101.15,0,0,2016-07-02 +City Hotel,1,38,2017,May,19,12,2,7,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,321.94,0,1,2017-04-04 +City Hotel,1,52,2017,March,10,5,6,13,2,0.0,0,HB,SEN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,136.0,0,2,2017-02-21 +City Hotel,1,251,2016,March,13,22,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,93,Transient,125.0,0,0,2015-10-16 +City Hotel,1,33,2015,October,43,21,0,4,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,6.0,,0,Transient,17.6,0,1,2015-09-28 +City Hotel,1,122,2017,May,19,11,0,2,1,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.8,0,0,2017-01-10 +City Hotel,1,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,2015-01-01 +Resort Hotel,1,228,2017,July,31,30,4,8,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,212.17,0,1,2017-07-19 +City Hotel,1,31,2017,January,4,24,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.5,0,2,2016-12-29 +City Hotel,1,123,2016,August,33,13,0,1,2,0.0,0,BB,HUN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,123.3,0,0,2016-05-17 +City Hotel,1,49,2017,June,24,14,0,3,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,1,2017-06-05 +City Hotel,1,68,2015,October,42,11,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,8.0,,0,Transient-Party,89.25,0,1,2015-08-22 +City Hotel,1,204,2017,March,10,5,1,0,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,2016-09-28 +Resort Hotel,1,19,2017,June,22,2,0,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,137.0,0,2,2017-05-14 +Resort Hotel,1,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0,2015-12-11 +City Hotel,1,325,2017,July,28,15,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.5,0,2,2016-11-22 +City Hotel,1,45,2015,October,44,29,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,2015-09-30 +City Hotel,0,31,2016,February,6,5,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.3,1,1,2016-02-06 +City Hotel,1,16,2016,December,53,28,2,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,76.67,0,0,2016-12-12 +City Hotel,1,422,2016,September,38,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,379,Transient-Party,65.0,0,0,2016-08-22 +City Hotel,1,96,2016,May,19,7,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.85,0,0,2016-02-01 +City Hotel,1,114,2017,April,17,29,2,5,3,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,184.57,0,1,2017-02-15 +Resort Hotel,1,40,2016,April,15,5,0,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,58.0,0,1,2016-02-29 +City Hotel,1,11,2016,August,34,18,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.5,0,1,2016-08-11 +City Hotel,1,59,2016,April,18,28,2,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,128.69,0,0,2016-03-26 +City Hotel,1,85,2017,May,18,5,1,2,2,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,0,2017-04-20 +City Hotel,1,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06 +City Hotel,1,100,2016,May,21,19,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,B,1,No Deposit,9.0,,0,Transient-Party,136.0,0,0,2016-05-15 +City Hotel,1,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,2015-07-06 +City Hotel,1,138,2017,June,26,27,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-02-13 +City Hotel,1,34,2016,April,18,30,1,1,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,159.3,0,0,2016-03-30 +Resort Hotel,1,18,2015,November,45,7,0,1,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,32.62,0,1,2015-10-20 +City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,2016-01-18 +City Hotel,1,309,2017,August,33,15,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,96.25,0,0,2017-01-15 +City Hotel,1,21,2017,June,26,25,1,0,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,0,2017-06-07 +Resort Hotel,1,181,2016,July,30,17,4,8,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,2,2016-01-26 +City Hotel,1,59,2017,January,4,23,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,2016-11-25 +City Hotel,1,285,2017,May,19,8,1,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,1,2016-08-25 +Resort Hotel,1,46,2016,June,24,5,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,123.0,0,0,2016-05-13 +Resort Hotel,0,4,2016,November,48,21,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,0.0,0,0,2016-11-23 +Resort Hotel,1,110,2017,February,5,2,0,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.0,0,1,2016-12-22 +City Hotel,1,161,2017,June,26,30,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,26,Transient,130.0,0,0,2017-02-15 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/info.json new file mode 100644 index 0000000000000000000000000000000000000000..4816c05993309461836de8622438e342f2e503ff --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/info.json @@ -0,0 +1,398 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract).", + "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).", + "reservation_status_date": "Date when the reservation status was last updated." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "adr": [ + -6.38, + 5400.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "children": [ + 0.0, + 10.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "is_canceled": [ + 0.0, + 1.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "country": [ + "ABW", + "AGO", + "AIA", + "ALB", + "AND", + "ARE", + "ARG", + "ARM", + "ASM", + "ATA", + "ATF", + "AUS", + "AUT", + "AZE", + "BDI", + "BEL", + "BEN", + "BFA", + "BGD", + "BGR", + "BHR", + "BHS", + "BIH", + "BLR", + "BOL", + "BRA", + "BRB", + "BWA", + "CAF", + "CHE", + "CHL", + "CHN", + "CIV", + "CMR", + "CN", + "COL", + "COM", + "CPV", + "CRI", + "CUB", + "CYM", + "CYP", + "CZE", + "DEU", + "DJI", + "DMA", + "DNK", + "DOM", + "DZA", + "ECU", + "EGY", + "ESP", + "EST", + "ETH", + "FIN", + "FJI", + "FRA", + "FRO", + "GAB", + "GBR", + "GEO", + "GGY", + "GHA", + "GIB", + "GLP", + "GNB", + "GRC", + "GTM", + "GUY", + "HKG", + "HND", + "HRV", + "HUN", + "IDN", + "IMN", + "IND", + "IRL", + "IRN", + "IRQ", + "ISL", + "ISR", + "ITA", + "JAM", + "JEY", + "JOR", + "JPN", + "KAZ", + "KEN", + "KHM", + "KIR", + "KNA", + "KOR", + "KWT", + "LAO", + "LBN", + "LBY", + "LCA", + "LIE", + "LKA", + "LTU", + "LUX", + "LVA", + "MAC", + "MAR", + "MCO", + "MDG", + "MDV", + "MEX", + "MKD", + "MLI", + "MLT", + "MMR", + "MNE", + "MOZ", + "MRT", + "MUS", + "MWI", + "MYS", + "MYT", + "NAM", + "NCL", + "NGA", + "NIC", + "NLD", + "NOR", + "NPL", + "NZL", + "OMN", + "PAK", + "PAN", + "PER", + "PHL", + "PLW", + "POL", + "PRI", + "PRT", + "PRY", + "PYF", + "QAT", + "ROU", + "RUS", + "RWA", + "SAU", + "SDN", + "SEN", + "SGP", + "SLE", + "SLV", + "SMR", + "SRB", + "STP", + "SUR", + "SVK", + "SVN", + "SWE", + "SYC", + "SYR", + "TGO", + "THA", + "TJK", + "TMP", + "TUN", + "TUR", + "TWN", + "TZA", + "UGA", + "UKR", + "UMI", + "URY", + "USA", + "UZB", + "VEN", + "VGB", + "VNM", + "ZAF", + "ZMB", + "ZWE" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "reservation_status": [ + "Canceled", + "Check-Out", + "No-Show" + ], + "reservation_status_date": "string", + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..fe9a9a61ecc1b1e79f78634c62c4312a94293294 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test.csv @@ -0,0 +1,501 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,88,2015,September,39,26,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,Canceled,2015-08-21 +City Hotel,0,40,2016,March,13,20,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.2,0,0,Check-Out,2016-03-21 +City Hotel,1,349,2015,October,40,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,1,183,2016,December,49,3,2,1,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,38.0,,0,Transient,72.0,0,0,Canceled,2016-10-26 +City Hotel,1,22,2016,May,21,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,140.0,0,0,Canceled,2016-04-28 +City Hotel,1,51,2016,September,40,26,1,1,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,2,Canceled,2016-09-20 +City Hotel,1,25,2016,May,23,30,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,123.0,0,0,Canceled,2016-05-18 +City Hotel,1,423,2017,May,21,23,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2017-02-28 +City Hotel,1,102,2016,December,50,6,0,2,1,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,B,1,No Deposit,9.0,,0,Transient,86.4,0,2,Canceled,2016-11-17 +City Hotel,1,175,2017,April,17,29,2,1,2,2.0,0,BB,RUS,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.0,0,1,Canceled,2017-04-10 +City Hotel,1,161,2017,March,13,31,1,2,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.2,0,0,Canceled,2017-01-15 +City Hotel,0,38,2016,December,50,10,2,1,2,2.0,0,BB,PHL,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,143.0,0,0,Check-Out,2016-12-13 +City Hotel,1,163,2016,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,Canceled,2016-09-27 +City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,360,2015,October,42,12,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2016-04-04 +City Hotel,1,113,2016,February,9,25,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,44,Transient,75.0,0,0,Canceled,2015-12-18 +City Hotel,1,12,2016,December,50,10,2,2,2,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.89,0,0,Canceled,2016-12-02 +City Hotel,1,85,2017,April,15,9,2,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,0,Canceled,2017-01-14 +City Hotel,1,65,2015,September,36,5,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-07-25 +City Hotel,1,185,2017,August,33,16,2,7,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.4,0,0,Canceled,2017-06-17 +Resort Hotel,1,121,2016,August,33,12,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,189.0,0,0,Canceled,2016-06-19 +City Hotel,1,39,2017,August,33,13,2,1,3,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,210.0,0,0,Canceled,2017-07-18 +Resort Hotel,1,123,2015,November,45,6,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,62.5,0,0,Canceled,2015-09-28 +City Hotel,1,420,2016,September,36,3,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,35.0,,0,Transient,75.0,0,0,Canceled,2015-10-12 +Resort Hotel,1,29,2015,August,35,27,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,211.0,0,1,Canceled,2015-08-11 +Resort Hotel,1,355,2017,May,21,27,0,1,2,1.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,122.5,0,0,Canceled,2016-07-26 +City Hotel,1,148,2017,May,18,4,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,171.0,,0,Transient,95.0,0,0,Canceled,2016-12-07 +Resort Hotel,1,184,2017,February,9,26,2,1,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,82.8,0,1,Canceled,2016-12-11 +City Hotel,1,47,2016,March,12,18,2,2,3,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,124.1,0,1,Canceled,2016-02-02 +City Hotel,1,0,2015,August,33,10,1,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,75.0,0,2,Canceled,2015-08-10 +City Hotel,1,40,2016,March,13,25,1,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,201.95,0,0,Canceled,2016-02-17 +Resort Hotel,1,360,2016,August,33,13,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,113.4,0,2,Canceled,2015-08-31 +City Hotel,1,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,Canceled,2016-02-09 +City Hotel,1,372,2017,April,14,4,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2016-04-17 +City Hotel,1,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2017-02-02 +City Hotel,1,30,2015,September,40,30,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,121.0,0,0,Canceled,2015-09-15 +City Hotel,1,25,2017,May,20,20,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,Canceled,2017-04-25 +City Hotel,1,330,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,164,2017,January,5,30,3,5,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,1,Canceled,2017-01-05 +City Hotel,1,16,2016,April,17,20,0,2,1,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,35.0,,0,Transient-Party,74.0,0,0,Canceled,2016-04-04 +City Hotel,1,4,2016,March,12,16,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,K,0,No Deposit,118.0,,0,Transient,64.4,0,0,No-Show,2016-03-16 +Resort Hotel,1,78,2015,October,41,9,1,2,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,134.0,,0,Transient,92.0,0,0,Canceled,2015-08-14 +City Hotel,1,27,2016,June,27,26,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.67,0,0,Canceled,2016-05-31 +City Hotel,1,130,2017,April,16,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,0,Transient,95.0,0,0,Canceled,2016-12-12 +City Hotel,1,426,2016,September,37,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,177,2017,March,12,23,1,3,2,1.0,0,BB,TWN,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,103.7,0,0,Canceled,2017-02-17 +City Hotel,1,103,2016,October,43,21,2,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.72,0,0,Canceled,2016-07-10 +City Hotel,1,386,2016,July,31,28,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +Resort Hotel,1,279,2017,June,25,22,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,80.1,0,1,Canceled,2017-03-08 +City Hotel,1,28,2016,July,28,3,2,2,1,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,132.05,0,0,Canceled,2016-06-28 +City Hotel,1,205,2016,May,23,29,2,1,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,Non Refund,26.0,,0,Transient,125.0,0,0,Canceled,2016-01-19 +Resort Hotel,1,349,2017,July,28,9,2,4,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,C,C,2,No Deposit,250.0,,0,Transient,178.75,0,0,Canceled,2016-12-28 +City Hotel,1,517,2016,December,50,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-10-21 +Resort Hotel,1,126,2015,August,34,17,1,4,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,165.11,0,0,Canceled,2015-04-14 +City Hotel,1,115,2016,November,47,18,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,Canceled,2016-10-24 +City Hotel,1,35,2016,August,36,29,1,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,111.42,0,2,Canceled,2016-08-19 +Resort Hotel,1,74,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,70.0,0,0,Canceled,2016-01-21 +City Hotel,1,183,2017,February,7,15,0,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,106.2,0,1,Canceled,2016-08-18 +City Hotel,1,105,2017,August,34,22,0,3,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,1,Canceled,2017-05-09 +City Hotel,1,233,2016,August,33,11,0,2,2,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,86.62,0,0,Canceled,2016-01-13 +City Hotel,1,178,2017,May,20,19,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,139.5,0,0,Canceled,2017-05-03 +City Hotel,1,13,2017,January,4,25,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,4,26,A,A,0,No Deposit,,40.0,0,Transient,67.0,0,0,Canceled,2017-01-18 +City Hotel,1,205,2017,January,2,13,0,1,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,Canceled,2016-08-23 +City Hotel,1,12,2016,December,50,4,2,0,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,104.0,0,0,Canceled,2016-11-28 +Resort Hotel,1,243,2015,September,36,4,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,D,D,0,No Deposit,240.0,,0,Transient-Party,99.0,0,1,Canceled,2015-07-29 +City Hotel,0,32,2015,October,43,24,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,136.0,0,1,Check-Out,2015-10-26 +City Hotel,1,194,2016,October,43,22,2,5,2,0.0,0,BB,EST,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,0,Canceled,2016-04-13 +Resort Hotel,1,305,2017,July,26,1,2,4,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,179.0,0,1,Canceled,2016-09-04 +City Hotel,1,9,2017,May,22,28,2,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,Canceled,2017-05-22 +City Hotel,1,326,2015,September,37,8,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2015-05-28 +City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,Canceled,2017-02-06 +Resort Hotel,1,256,2016,June,24,5,4,6,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,87.0,0,2,Canceled,2016-01-05 +City Hotel,1,99,2017,April,15,15,2,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,58.0,,0,Transient-Party,105.0,0,0,Canceled,2017-03-07 +City Hotel,1,127,2017,March,10,11,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,80.0,0,0,Canceled,2017-01-10 +City Hotel,1,61,2015,September,36,5,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-09-01 +City Hotel,1,185,2016,December,51,16,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,103.5,0,0,Canceled,2016-07-28 +Resort Hotel,1,183,2016,December,49,3,2,1,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,38.0,,0,Transient,72.0,0,0,Canceled,2016-10-26 +Resort Hotel,1,121,2017,April,14,4,0,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,83.25,0,1,Canceled,2017-02-28 +Resort Hotel,1,89,2015,December,52,26,2,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,43.2,0,1,Canceled,2015-10-29 +City Hotel,1,97,2015,October,41,5,1,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,140.0,0,0,Canceled,2015-07-03 +City Hotel,1,280,2016,November,47,16,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,1,Canceled,2016-03-11 +City Hotel,1,566,2017,January,4,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,25,2017,February,6,5,2,2,2,0.0,0,SC,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,85.0,,0,Transient,59.5,0,0,Canceled,2017-01-11 +City Hotel,1,280,2016,December,53,31,2,1,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.7,0,0,Canceled,2016-03-27 +City Hotel,1,150,2017,June,24,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,120.0,0,0,Canceled,2017-01-18 +City Hotel,1,44,2015,September,37,10,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,41.0,,0,Transient,126.0,0,0,Canceled,2015-08-17 +City Hotel,0,4,2016,August,36,30,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,2,Check-Out,2016-09-01 +City Hotel,1,262,2016,December,51,14,2,4,2,0.0,0,SC,VEN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,63.75,0,0,Canceled,2016-03-27 +City Hotel,1,208,2016,July,31,30,2,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.75,0,0,Canceled,2016-01-09 +City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,Canceled,2015-08-04 +City Hotel,1,22,2017,March,11,15,2,6,3,0.0,0,BB,AGO,Direct,Direct,0,0,0,F,F,0,No Deposit,14.0,,0,Transient,238.0,0,0,No-Show,2017-03-15 +City Hotel,1,41,2016,May,20,9,1,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.1,0,1,Canceled,2016-03-30 +City Hotel,1,47,2016,March,12,17,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.1,0,0,Canceled,2016-02-01 +City Hotel,1,55,2016,December,50,8,0,3,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,2,Canceled,2016-10-17 +Resort Hotel,1,21,2017,April,17,29,1,1,2,0.0,1,BB,PRT,Direct,Direct,0,0,0,C,C,0,No Deposit,,,0,Transient,114.0,0,0,Canceled,2017-04-26 +City Hotel,1,80,2016,April,16,10,2,1,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,182.0,,0,Transient,100.0,0,0,Canceled,2016-02-22 +City Hotel,1,153,2017,June,25,21,0,4,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,Non Refund,,348.0,0,Transient,110.0,0,0,Canceled,2017-01-19 +Resort Hotel,1,73,2017,April,15,13,0,3,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,117.0,0,0,Canceled,2017-01-30 +City Hotel,1,213,2016,June,24,7,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,62,Transient,130.0,0,0,Canceled,2016-01-08 +Resort Hotel,1,114,2016,May,20,12,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,73.0,0,1,Canceled,2016-01-19 +Resort Hotel,1,59,2016,July,30,22,0,2,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,0,Canceled,2016-06-09 +City Hotel,1,174,2017,June,22,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,Canceled,2017-01-24 +City Hotel,1,20,2015,September,40,29,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,136.67,0,2,Canceled,2015-09-14 +City Hotel,1,38,2016,June,25,17,2,5,1,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.77,0,1,Canceled,2016-06-06 +City Hotel,1,105,2017,May,20,19,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,Canceled,2017-02-03 +City Hotel,1,451,2016,May,21,16,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2016-03-14 +City Hotel,1,111,2017,February,5,1,4,10,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,98.1,0,2,Canceled,2016-10-18 +City Hotel,1,76,2016,September,38,15,0,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,3,Canceled,2016-08-11 +City Hotel,1,50,2016,September,36,2,0,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,0,Canceled,2016-07-25 +City Hotel,0,89,2016,November,47,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,79.2,0,3,Check-Out,2016-11-21 +City Hotel,1,254,2016,September,39,24,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,Canceled,2016-03-01 +City Hotel,1,18,2017,February,8,20,1,3,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,69.7,0,1,Canceled,2017-02-07 +City Hotel,1,169,2017,July,28,12,0,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,0,Canceled,2017-01-24 +Resort Hotel,1,168,2017,August,33,17,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,176.0,0,1,Canceled,2017-03-10 +Resort Hotel,1,82,2016,February,7,7,2,0,2,0.0,0,Undefined,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,67.0,,0,Transient-Party,66.0,0,0,Canceled,2016-01-26 +City Hotel,1,41,2016,October,42,15,2,1,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,145.2,0,2,Canceled,2016-09-06 +City Hotel,1,241,2016,September,36,2,2,2,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,101.79,0,1,Canceled,2016-05-31 +City Hotel,1,32,2016,May,21,21,1,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.9,0,0,Canceled,2016-04-19 +Resort Hotel,0,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,E,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0,Check-Out,2015-10-18 +City Hotel,1,286,2016,October,44,28,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0,Canceled,2016-09-20 +City Hotel,1,260,2016,September,39,22,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,113.4,0,0,Canceled,2016-01-16 +City Hotel,1,232,2016,August,35,25,0,3,1,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.9,0,0,Canceled,2016-05-24 +Resort Hotel,1,259,2015,September,38,17,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,40.05,0,0,Canceled,2015-01-21 +Resort Hotel,1,201,2017,May,19,13,1,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,76.5,0,1,Canceled,2016-10-26 +Resort Hotel,1,33,2017,June,24,16,2,2,2,2.0,0,HB,AUS,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,273.0,0,0,Canceled,2017-05-14 +Resort Hotel,1,91,2016,December,52,23,2,4,2,1.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,240.0,,0,Transient-Party,75.6,0,1,Canceled,2016-10-11 +Resort Hotel,1,47,2017,August,34,26,2,5,2,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,340.86,0,0,Canceled,2017-07-22 +City Hotel,1,251,2016,March,13,22,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,93,Transient,90.0,0,0,Canceled,2015-10-16 +Resort Hotel,1,280,2017,May,21,23,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,54.0,0,1,Canceled,2016-08-18 +City Hotel,1,267,2016,March,14,31,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +Resort Hotel,1,131,2016,August,34,20,2,6,2,0.0,1,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,143.2,0,0,Canceled,2016-04-14 +City Hotel,1,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,51,2016,August,36,28,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,123.3,0,1,Canceled,2016-07-13 +City Hotel,1,155,2016,September,36,2,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,9.0,,0,Transient,126.9,0,1,Canceled,2016-08-15 +City Hotel,1,37,2016,October,41,2,2,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,125.55,0,0,Canceled,2016-09-28 +City Hotel,1,195,2017,June,23,8,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,12,Transient,120.0,0,0,Canceled,2016-12-07 +Resort Hotel,1,211,2016,September,37,7,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,D,D,0,Non Refund,1.0,,0,Transient,89.0,0,0,Canceled,2016-02-09 +Resort Hotel,1,133,2017,March,11,13,1,0,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,42.0,0,2,Canceled,2016-11-03 +City Hotel,1,398,2016,August,33,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,335,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,178,2017,May,20,19,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,139.5,0,0,Canceled,2017-05-03 +City Hotel,1,28,2015,September,38,19,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.56,0,2,Canceled,2015-08-26 +Resort Hotel,1,181,2016,July,28,7,2,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,72.9,0,1,Canceled,2016-01-09 +City Hotel,1,134,2017,February,8,22,2,4,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,82.44,0,1,Canceled,2016-11-21 +Resort Hotel,1,182,2016,December,53,29,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,60.6,0,0,Canceled,2016-06-30 +Resort Hotel,0,90,2016,October,44,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient,54.08,0,1,Check-Out,2016-11-03 +City Hotel,1,58,2017,February,8,23,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,132.0,,0,Transient,78.0,0,0,Canceled,2016-12-27 +City Hotel,1,414,2015,December,49,5,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-07-23 +City Hotel,1,395,2016,March,13,21,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-08-10 +City Hotel,1,22,2017,August,31,2,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,166.0,0,1,Canceled,2017-07-11 +City Hotel,1,17,2017,August,34,23,0,2,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.5,0,1,Canceled,2017-08-15 +City Hotel,1,55,2017,January,3,18,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,79.0,0,0,Canceled,2016-11-24 +City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,Canceled,2016-02-10 +Resort Hotel,1,117,2015,August,32,5,2,6,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,166.0,0,0,Canceled,2015-04-22 +Resort Hotel,1,216,2017,August,33,19,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,204.0,0,0,Canceled,2017-07-27 +City Hotel,1,266,2017,May,18,3,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,Canceled,2017-03-09 +Resort Hotel,1,249,2016,September,36,1,2,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,81.0,0,0,Canceled,2016-07-12 +Resort Hotel,1,73,2015,August,32,7,2,5,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,105.0,,0,Transient,169.0,0,0,Canceled,2015-07-09 +City Hotel,1,46,2016,February,7,13,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,48.6,0,0,Canceled,2016-02-04 +City Hotel,1,15,2017,February,7,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,95.0,0,0,Canceled,2017-02-02 +City Hotel,1,37,2016,October,42,13,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,105.0,0,0,Canceled,2016-09-06 +Resort Hotel,1,2,2017,March,10,8,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,203.0,0,Transient,35.0,0,0,Canceled,2017-03-08 +City Hotel,1,7,2017,June,23,5,1,3,1,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,200.0,0,1,Canceled,2017-05-30 +City Hotel,1,38,2016,December,52,21,1,4,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.7,0,1,Canceled,2016-12-04 +City Hotel,1,32,2017,May,18,3,0,1,2,0.0,0,BB,ZAF,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,134.1,0,0,Canceled,2017-04-28 +City Hotel,1,130,2017,May,21,26,1,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,112.0,0,1,Canceled,2017-01-20 +City Hotel,1,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,Canceled,2016-04-04 +City Hotel,1,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0,Canceled,2017-01-24 +City Hotel,1,281,2015,July,30,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2015-01-01 +City Hotel,1,219,2017,May,21,25,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,96.33,0,1,Canceled,2017-05-18 +City Hotel,1,26,2016,December,52,22,1,3,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,Canceled,2016-11-30 +City Hotel,1,81,2017,March,13,30,0,3,2,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,85.8,0,1,Canceled,2017-02-02 +Resort Hotel,1,131,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,410.0,,0,Transient,56.7,0,0,Canceled,2017-05-19 +City Hotel,1,95,2016,April,17,17,2,2,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,86.7,0,3,Canceled,2016-03-23 +City Hotel,1,192,2017,May,20,17,0,1,1,0.0,0,BB,MLT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.9,0,1,Canceled,2017-05-05 +Resort Hotel,1,165,2017,June,25,18,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,410.0,,0,Transient,49.95,0,2,Canceled,2017-04-11 +City Hotel,1,14,2017,March,9,2,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,79.2,0,1,Canceled,2017-02-20 +City Hotel,1,146,2015,December,53,29,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,99,Transient-Party,85.0,0,0,Canceled,2015-11-23 +Resort Hotel,1,385,2016,September,39,21,0,4,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,66.0,0,0,Canceled,2015-10-14 +City Hotel,1,374,2015,October,44,26,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,19,2017,May,18,3,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,Canceled,2017-04-15 +City Hotel,1,30,2017,February,5,2,2,4,2,0.0,0,BB,ISL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.1,0,2,Canceled,2017-01-09 +City Hotel,1,50,2016,September,39,24,2,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,145.8,0,3,Canceled,2016-09-15 +City Hotel,1,325,2017,June,24,17,2,1,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,112.8,0,2,Canceled,2016-07-31 +City Hotel,1,45,2016,September,37,5,1,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.2,0,1,Canceled,2016-08-13 +Resort Hotel,1,51,2015,October,44,31,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,51.84,0,2,Canceled,2015-09-21 +City Hotel,1,129,2017,April,14,3,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,Canceled,2016-11-25 +City Hotel,1,100,2015,October,44,31,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-10-19 +City Hotel,1,386,2016,July,31,28,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,410,2017,May,19,9,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2016-04-17 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,Canceled,2016-12-07 +City Hotel,1,0,2017,June,24,12,1,1,1,0.0,0,BB,GBR,Aviation,Corporate,1,0,1,A,A,0,No Deposit,,153.0,0,Transient,95.0,0,0,Canceled,2017-06-12 +City Hotel,1,337,2016,June,24,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +Resort Hotel,1,244,2015,September,36,2,2,5,2,0.0,0,BB,IRL,Groups,TA/TO,0,1,0,A,A,0,No Deposit,96.0,,0,Transient-Party,8.0,0,0,Canceled,2015-08-01 +City Hotel,1,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0,Canceled,2017-01-12 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,Canceled,2016-12-07 +City Hotel,0,176,2016,October,42,11,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,0,Check-Out,2016-10-14 +Resort Hotel,1,239,2015,September,38,19,1,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,3,0,A,A,0,No Deposit,248.0,,0,Transient-Party,34.0,0,0,Canceled,2015-07-08 +City Hotel,1,124,2017,May,21,27,0,1,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,0,Canceled,2017-03-01 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,Canceled,2016-12-07 +City Hotel,1,74,2017,June,26,27,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,Canceled,2017-04-24 +City Hotel,1,341,2015,September,39,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,1,150,2017,April,14,6,1,3,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,1,Canceled,2016-12-17 +City Hotel,0,180,2016,November,47,13,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.75,0,2,Check-Out,2016-11-14 +Resort Hotel,1,261,2016,September,38,16,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,72.0,0,2,Canceled,2016-01-18 +City Hotel,1,26,2017,May,21,22,1,0,1,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,Canceled,2017-04-26 +City Hotel,1,365,2017,May,20,15,1,0,2,0.0,0,BB,BEN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,122.4,0,2,Canceled,2017-03-27 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,Canceled,2016-01-06 +City Hotel,1,24,2016,April,16,11,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,108.5,0,0,Canceled,2016-03-18 +Resort Hotel,1,27,2015,November,47,16,1,2,1,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,39.0,0,0,Canceled,2015-10-30 +City Hotel,1,115,2017,June,22,3,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,89.1,0,0,Canceled,2017-02-08 +City Hotel,1,97,2017,May,19,8,1,2,2,0.0,0,SC,HRV,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,79.0,0,1,Canceled,2017-03-18 +City Hotel,1,356,2015,October,41,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,1,2016,September,37,5,0,0,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,45.0,0,Transient,0.0,0,0,Canceled,2016-09-05 +City Hotel,1,81,2017,August,34,23,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,169.0,0,0,Canceled,2017-06-05 +City Hotel,1,36,2016,January,4,19,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,19.0,,0,Transient-Party,80.0,0,0,Canceled,2016-01-07 +City Hotel,1,407,2017,May,18,6,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2016-04-17 +City Hotel,1,86,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,35,Transient,85.0,0,0,Canceled,2015-12-02 +City Hotel,1,119,2016,September,36,2,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,131.4,0,0,Canceled,2016-05-06 +Resort Hotel,1,112,2016,February,7,12,0,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,134.0,,0,Transient-Party,68.0,0,0,Canceled,2016-02-05 +City Hotel,1,50,2016,March,14,31,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,Canceled,2016-03-11 +City Hotel,1,305,2016,November,45,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0,Canceled,2016-02-01 +City Hotel,1,136,2016,October,41,5,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,118.8,0,0,Canceled,2016-05-22 +City Hotel,1,11,2016,June,25,17,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,182.75,0,1,Canceled,2016-06-08 +Resort Hotel,1,126,2016,December,53,26,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient-Party,51.22,0,0,Canceled,2016-09-17 +City Hotel,1,19,2015,October,41,6,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,1,0,A,A,0,Non Refund,82.0,,0,Transient,80.0,0,0,Canceled,2015-09-17 +Resort Hotel,1,34,2017,April,17,29,2,1,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,125.0,0,1,Canceled,2017-03-31 +City Hotel,1,178,2016,April,18,28,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,46,Transient,110.0,0,0,Canceled,2015-12-18 +City Hotel,1,124,2016,April,18,29,0,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,0,Canceled,2016-02-20 +City Hotel,1,209,2017,August,33,15,0,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,148.5,0,2,Canceled,2017-01-25 +Resort Hotel,1,149,2015,December,49,5,2,1,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,38.0,,0,Transient,68.0,0,0,Canceled,2015-11-19 +Resort Hotel,1,238,2017,February,6,10,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,155.0,,0,Transient,54.0,0,0,Canceled,2016-12-15 +City Hotel,1,221,2016,June,24,10,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,15,Transient,80.0,0,0,Canceled,2015-11-17 +City Hotel,1,146,2016,April,18,24,2,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,26.0,,50,Transient,95.0,0,0,Canceled,2016-01-19 +City Hotel,1,6,2016,August,33,8,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient-Party,65.0,0,0,Canceled,2016-08-08 +Resort Hotel,1,102,2017,January,2,8,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,55.8,0,2,Canceled,2016-12-18 +City Hotel,1,193,2016,June,26,20,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,162.0,,39,Transient,120.0,0,0,Canceled,2016-01-18 +Resort Hotel,1,183,2016,July,31,26,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,395.0,0,Transient,114.75,0,0,Canceled,2016-07-13 +City Hotel,1,72,2016,April,16,12,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,0,Canceled,2016-04-02 +City Hotel,1,19,2016,March,10,4,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,74.64,0,0,Canceled,2016-03-04 +City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2016-04-04 +Resort Hotel,1,9,2016,April,18,24,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,81.0,0,0,Canceled,2016-04-20 +City Hotel,0,30,2015,October,42,16,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,118.58,0,1,Check-Out,2015-10-20 +Resort Hotel,1,157,2016,October,40,1,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,Non Refund,96.0,,0,Transient,52.0,0,0,Canceled,2016-05-09 +City Hotel,1,38,2016,May,19,7,1,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,0,Canceled,2016-04-10 +City Hotel,1,40,2016,October,41,5,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,125.55,0,0,Canceled,2016-08-27 +City Hotel,1,36,2016,March,11,12,1,1,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,114.3,0,1,Canceled,2016-02-25 +City Hotel,1,181,2017,June,23,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,Canceled,2017-01-24 +Resort Hotel,1,398,2016,July,28,4,3,7,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,40.0,,0,Contract,134.73,0,0,Canceled,2016-01-15 +City Hotel,1,61,2015,December,53,30,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient,111.6,0,1,Canceled,2015-12-07 +City Hotel,1,139,2017,June,25,22,0,3,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.0,0,1,No-Show,2017-06-22 +City Hotel,1,73,2017,April,14,3,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,105.0,0,0,Canceled,2017-01-20 +City Hotel,1,162,2016,October,42,14,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,Canceled,2016-08-11 +City Hotel,1,239,2015,October,42,17,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2015-08-17 +City Hotel,1,19,2016,February,9,25,0,3,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,1,Canceled,2016-02-08 +Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,Canceled,2015-12-17 +City Hotel,1,48,2016,October,41,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,120.0,0,0,Canceled,2016-09-06 +City Hotel,1,147,2015,July,30,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient,75.0,0,0,Canceled,2015-07-10 +City Hotel,1,279,2016,October,42,12,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,98.0,,0,Transient,110.0,0,0,Canceled,2016-05-05 +City Hotel,1,103,2016,April,17,19,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,0,Transient,115.0,0,0,Canceled,2016-02-25 +City Hotel,1,23,2017,June,23,7,0,2,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,52.0,,0,Transient,166.5,0,0,Canceled,2017-05-19 +City Hotel,1,216,2015,October,43,19,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,12.0,0,0,Canceled,2015-09-11 +City Hotel,1,559,2017,January,3,19,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0,Canceled,2017-01-27 +City Hotel,1,17,2016,December,53,29,1,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,125.8,0,1,Canceled,2016-12-19 +City Hotel,1,19,2016,September,40,25,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,0,Canceled,2016-09-06 +Resort Hotel,1,10,2016,October,42,10,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,394.0,0,Transient-Party,41.4,0,0,Canceled,2016-10-04 +City Hotel,1,48,2015,November,46,12,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,D,D,0,No Deposit,9.0,,0,Contract,115.2,0,2,Canceled,2015-09-28 +City Hotel,1,123,2017,August,34,20,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,155.0,0,1,Canceled,2017-04-26 +City Hotel,1,451,2017,July,28,12,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,Canceled,2017-06-07 +City Hotel,1,57,2016,October,45,31,1,4,3,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,131.58,0,1,Canceled,2016-10-25 +City Hotel,1,111,2016,October,42,10,1,0,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0,Canceled,2016-10-07 +City Hotel,1,139,2016,November,47,16,2,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,85.0,,0,Transient,68.0,0,0,Canceled,2016-07-05 +City Hotel,1,5,2016,September,38,12,1,0,1,0.0,0,BB,PRT,Aviation,Corporate,0,0,0,D,D,0,No Deposit,,153.0,0,Transient,110.0,0,0,Canceled,2016-09-08 +City Hotel,1,364,2015,October,42,16,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,101,2016,June,23,1,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,132.6,0,0,Canceled,2016-05-17 +City Hotel,1,315,2016,November,48,25,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,2,4,B,B,0,No Deposit,,,0,Transient-Party,65.8,0,1,Canceled,2016-11-07 +City Hotel,1,162,2017,August,35,28,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,139.5,0,1,Canceled,2017-04-26 +City Hotel,1,305,2017,January,3,21,2,2,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,77.35,0,0,Canceled,2016-08-10 +Resort Hotel,1,378,2016,November,45,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,C,1,Non Refund,248.0,,0,Transient,46.0,0,0,Canceled,2016-10-18 +Resort Hotel,1,259,2015,September,38,17,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,40.05,0,0,Canceled,2015-01-21 +City Hotel,1,271,2016,December,53,26,2,5,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.63,0,1,Canceled,2016-10-06 +City Hotel,1,171,2017,August,34,20,2,3,2,2.0,0,BB,FRA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,235.0,0,0,Canceled,2017-03-09 +City Hotel,1,482,2016,November,45,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-10-21 +City Hotel,1,46,2017,January,5,30,1,0,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,2,Canceled,2017-01-08 +City Hotel,1,30,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,235.0,,0,Transient,140.0,0,0,Canceled,2016-05-03 +City Hotel,1,180,2016,July,30,23,1,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,96.3,0,0,Canceled,2016-01-26 +City Hotel,1,83,2017,June,23,5,3,6,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,153.0,0,0,Canceled,2017-03-19 +City Hotel,0,134,2016,October,42,15,2,1,2,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,2,Check-Out,2016-10-18 +City Hotel,1,4,2017,March,10,6,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,78.4,0,0,Canceled,2017-03-03 +City Hotel,1,155,2017,August,31,2,2,8,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,122.5,0,0,Canceled,2017-03-01 +City Hotel,1,88,2017,August,32,11,0,1,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,1,Canceled,2017-05-21 +Resort Hotel,1,281,2016,July,29,16,4,6,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,175.0,,0,Transient,115.92,0,0,Canceled,2016-01-07 +City Hotel,1,108,2016,December,50,10,2,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Canceled,2016-10-25 +City Hotel,1,139,2016,July,29,11,1,4,2,1.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.45,0,0,Canceled,2016-02-27 +City Hotel,1,88,2017,April,17,24,1,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1,Canceled,2017-01-27 +Resort Hotel,1,123,2016,February,9,27,1,1,2,0.0,0,Undefined,ESP,Groups,Direct,0,0,0,A,A,0,No Deposit,38.0,,0,Transient-Party,64.0,0,0,Canceled,2016-02-24 +City Hotel,1,251,2016,March,13,22,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,93,Transient,90.0,0,0,Canceled,2015-10-16 +City Hotel,1,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,1,178,2017,June,23,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,130.0,0,0,Canceled,2016-12-13 +Resort Hotel,1,11,2015,October,44,31,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,58.0,0,1,Canceled,2015-10-20 +City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,Canceled,2015-08-04 +City Hotel,1,437,2016,May,19,2,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2016-03-14 +City Hotel,1,420,2017,May,20,20,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2017-03-02 +City Hotel,1,274,2016,April,15,7,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,19,2017,March,12,20,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,80.24,0,0,Canceled,2017-03-17 +City Hotel,1,50,2017,July,28,10,1,2,2,1.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,Canceled,2017-06-27 +City Hotel,1,101,2016,April,15,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,41,Transient,80.0,0,0,Canceled,2016-02-04 +Resort Hotel,1,98,2017,March,12,22,2,7,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,57.33,0,1,Canceled,2017-02-13 +Resort Hotel,1,56,2017,August,35,28,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,152.0,0,0,Canceled,2017-07-17 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,Canceled,2016-01-06 +City Hotel,1,287,2016,September,40,29,0,3,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,100.8,0,2,Canceled,2016-02-14 +City Hotel,1,162,2016,December,53,26,2,5,2,1.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,158.56,0,0,Canceled,2016-08-17 +City Hotel,1,126,2017,August,33,16,2,6,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,1,Canceled,2017-04-12 +City Hotel,1,81,2017,April,16,20,1,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,0,Canceled,2017-02-20 +City Hotel,1,185,2017,June,26,29,0,3,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient,192.7,0,0,Canceled,2017-01-03 +City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,Canceled,2016-02-10 +City Hotel,1,21,2016,August,34,15,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,0,Canceled,2016-07-29 +City Hotel,1,78,2016,April,15,8,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.9,0,0,Canceled,2016-02-15 +City Hotel,1,346,2016,December,53,28,0,4,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,72.25,0,0,Canceled,2016-04-16 +City Hotel,1,18,2017,March,11,12,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,102.43,0,0,Canceled,2017-03-03 +Resort Hotel,1,73,2017,January,4,27,8,21,1,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.83,0,1,Canceled,2016-11-18 +City Hotel,1,137,2016,May,19,5,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,0,Canceled,2016-03-10 +City Hotel,1,105,2017,March,11,13,1,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,56.0,,53,Transient,80.0,0,0,Canceled,2017-01-20 +City Hotel,1,46,2017,August,32,7,1,2,1,0.0,0,SC,BHR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,1,Canceled,2017-06-24 +City Hotel,1,24,2016,November,45,1,0,4,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,161.5,0,0,Canceled,2016-10-08 +City Hotel,1,43,2016,October,43,20,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,118.0,,0,Transient,85.5,0,1,Canceled,2016-09-19 +Resort Hotel,1,15,2016,July,28,4,1,2,3,1.0,0,HB,ESP,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,272.0,0,0,Canceled,2016-06-23 +City Hotel,1,100,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,108.0,0,0,Canceled,2015-09-28 +Resort Hotel,1,46,2016,May,23,31,2,7,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,116.11,0,0,Canceled,2016-04-17 +City Hotel,1,203,2016,June,23,2,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,41,Transient,65.0,0,0,Canceled,2015-12-23 +City Hotel,1,184,2016,September,39,22,2,3,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.28,0,0,Canceled,2016-04-11 +City Hotel,1,30,2016,February,6,2,1,5,2,2.0,0,BB,BRA,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,139.05,0,0,Canceled,2016-01-03 +City Hotel,1,97,2016,October,42,11,0,2,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.2,0,1,Canceled,2016-07-18 +Resort Hotel,1,31,2016,April,15,7,0,3,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,67.0,,0,Transient-Party,68.0,0,0,Canceled,2016-04-01 +City Hotel,1,186,2016,July,30,19,0,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,90.95,0,1,Canceled,2016-03-04 +City Hotel,1,364,2015,October,42,16,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-03-25 +City Hotel,1,35,2017,February,7,16,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,Canceled,2017-01-12 +City Hotel,0,210,2016,August,34,16,0,2,2,0.0,1,SC,NLD,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,90.0,0,2,Check-Out,2016-08-18 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,Canceled,2015-10-23 +Resort Hotel,1,93,2016,November,46,8,4,11,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,73.8,0,1,Canceled,2016-09-30 +Resort Hotel,1,231,2017,August,31,2,2,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,253.33,0,1,Canceled,2017-05-10 +City Hotel,1,162,2017,May,18,6,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,80.0,0,0,Canceled,2016-12-09 +City Hotel,1,199,2015,September,39,21,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,Canceled,2015-07-23 +City Hotel,1,34,2016,February,9,25,0,3,2,0.0,0,SC,SRB,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,68.7,0,1,Canceled,2016-01-29 +City Hotel,1,106,2017,May,18,1,1,5,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,Canceled,2017-01-15 +Resort Hotel,1,53,2016,December,51,17,1,1,1,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,43.0,0,2,Canceled,2016-10-26 +City Hotel,1,52,2016,December,49,1,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,2,Canceled,2016-10-14 +City Hotel,1,222,2017,August,34,25,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,Canceled,2017-01-24 +City Hotel,1,437,2016,May,19,2,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2016-03-14 +Resort Hotel,1,145,2016,October,43,19,2,5,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,45.14,0,0,Canceled,2016-06-13 +City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,Canceled,2015-08-04 +City Hotel,1,41,2017,August,31,3,0,1,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,Canceled,2017-06-27 +City Hotel,1,68,2017,May,21,25,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,171.0,0,0,Canceled,2017-03-19 +Resort Hotel,1,22,2016,July,31,27,0,4,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,226.0,0,1,Canceled,2016-07-08 +City Hotel,1,103,2016,April,17,19,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,0,Transient,115.0,0,0,Canceled,2016-02-25 +City Hotel,1,69,2017,July,27,8,0,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,180.0,0,1,Canceled,2017-06-20 +City Hotel,1,157,2016,July,29,11,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,101.58,0,1,Canceled,2016-06-11 +Resort Hotel,1,124,2015,August,36,31,1,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,160.0,0,0,Canceled,2015-04-29 +City Hotel,1,566,2017,January,4,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,395,2016,March,13,21,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-08-10 +City Hotel,1,156,2016,December,53,27,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,122.4,0,0,Canceled,2016-07-24 +City Hotel,1,454,2016,October,41,6,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +Resort Hotel,1,273,2016,August,35,24,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,314.0,,0,Transient,88.15,0,0,Canceled,2015-11-26 +Resort Hotel,1,59,2016,August,35,23,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,189.0,0,0,Canceled,2016-07-31 +City Hotel,1,123,2017,April,17,24,1,3,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.75,0,2,Canceled,2016-12-22 +City Hotel,1,92,2015,November,46,10,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,72.25,0,2,Canceled,2015-08-11 +City Hotel,1,20,2016,September,40,26,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,86.0,,0,Transient,131.2,0,0,Canceled,2016-09-07 +Resort Hotel,1,104,2017,April,16,16,2,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,75.0,0,1,Canceled,2017-01-27 +City Hotel,1,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,258,2017,January,2,14,2,1,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,129.6,0,0,Canceled,2016-05-04 +Resort Hotel,1,289,2016,September,39,24,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient-Party,64.0,0,0,Canceled,2016-05-19 +Resort Hotel,1,98,2017,February,6,8,6,15,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,96.0,,0,Transient,37.8,0,0,Canceled,2017-01-19 +City Hotel,1,140,2016,July,28,4,1,5,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.45,0,1,Canceled,2016-05-24 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,Canceled,2016-12-07 +City Hotel,1,158,2016,May,22,24,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,31,Transient,130.0,0,0,Canceled,2016-01-18 +Resort Hotel,1,246,2015,September,36,5,2,5,2,0.0,0,BB,,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,96.0,,0,Transient-Party,58.95,0,0,Canceled,2015-07-08 +City Hotel,1,46,2017,March,9,3,1,2,3,0.0,0,BB,URY,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,1,Canceled,2017-02-23 +Resort Hotel,1,66,2017,August,33,16,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,Canceled,2017-07-04 +City Hotel,1,320,2017,June,24,15,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,90.0,0,0,Canceled,2017-01-12 +City Hotel,1,51,2016,September,36,3,2,2,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,139.28,0,0,Canceled,2016-07-15 +City Hotel,1,265,2017,June,23,5,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,136.75,0,1,Canceled,2016-10-17 +City Hotel,1,276,2016,May,20,13,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,160,Transient,61.0,0,0,Canceled,2016-01-18 +City Hotel,0,23,2017,January,2,11,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,89.5,0,1,Check-Out,2017-01-12 +Resort Hotel,1,65,2015,August,33,15,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient,135.0,0,0,Canceled,2015-06-11 +City Hotel,1,130,2016,September,40,29,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,139.5,0,2,Canceled,2016-09-27 +City Hotel,1,98,2015,November,48,23,1,2,1,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,84.0,0,0,Canceled,2015-09-14 +Resort Hotel,1,47,2016,August,32,5,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,209.0,0,0,Canceled,2016-07-11 +City Hotel,1,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0,Canceled,2017-01-27 +City Hotel,1,346,2015,September,40,28,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,1,143,2016,August,32,3,2,5,1,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,211.0,0,0,Canceled,2016-03-24 +Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,Canceled,2015-12-17 +Resort Hotel,1,221,2017,August,33,15,1,5,1,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,224.33,0,2,Canceled,2017-01-09 +Resort Hotel,1,159,2015,August,36,31,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,101.44,0,0,Canceled,2015-06-17 +Resort Hotel,1,144,2017,March,11,14,4,14,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,C,1,No Deposit,440.0,,0,Transient-Party,62.0,0,0,Canceled,2016-12-07 +City Hotel,1,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,176,2016,August,34,14,2,5,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,131.26,0,0,Canceled,2016-03-13 +City Hotel,1,208,2017,May,21,24,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,12.0,0,0,Canceled,2017-05-11 +City Hotel,1,273,2016,June,26,24,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,B,1,No Deposit,8.0,,0,Transient,94.5,0,0,Canceled,2016-06-10 +Resort Hotel,1,378,2016,November,45,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,248.0,,0,Transient,46.0,0,0,Canceled,2016-10-18 +City Hotel,1,34,2017,February,7,13,1,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1,Canceled,2017-01-26 +City Hotel,1,45,2016,July,27,2,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,101.15,0,0,Canceled,2016-07-02 +City Hotel,1,268,2016,October,40,1,1,1,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,95.4,0,0,Canceled,2016-02-17 +City Hotel,1,38,2017,May,19,12,2,7,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,321.94,0,1,Canceled,2017-04-04 +City Hotel,1,184,2015,July,27,4,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient-Party,76.5,0,0,Canceled,2015-01-20 +Resort Hotel,1,14,2016,October,41,2,2,3,1,2.0,0,BB,CHE,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,167.0,0,0,Canceled,2016-09-18 +City Hotel,1,52,2017,March,10,5,6,13,2,0.0,0,HB,SEN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,136.0,0,2,Canceled,2017-02-21 +City Hotel,1,279,2015,July,30,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,269,2016,October,42,10,1,4,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,102.51,0,0,Canceled,2016-03-17 +City Hotel,1,251,2016,March,13,22,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,93,Transient,125.0,0,0,Canceled,2015-10-16 +Resort Hotel,1,56,2015,December,52,25,1,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,39.0,0,2,Canceled,2015-10-30 +Resort Hotel,1,114,2016,July,30,21,1,3,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,1,No Deposit,240.0,,0,Transient,240.0,0,0,Canceled,2016-03-29 +City Hotel,1,83,2017,August,34,25,2,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,168.0,0,0,Canceled,2017-06-07 +City Hotel,1,219,2017,June,23,9,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,105.0,0,0,Canceled,2017-04-21 +City Hotel,1,33,2015,October,43,21,0,4,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,6.0,,0,Transient,17.6,0,1,Canceled,2015-09-28 +City Hotel,1,91,2017,April,16,21,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,0,Canceled,2017-01-26 +City Hotel,1,278,2017,August,32,9,0,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,120.6,0,1,Canceled,2016-11-06 +City Hotel,1,122,2017,May,19,11,0,2,1,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.8,0,0,Canceled,2017-01-10 +City Hotel,1,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,1,195,2017,August,33,19,2,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,212.0,0,0,Canceled,2017-06-08 +Resort Hotel,1,76,2016,December,52,24,1,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,73.8,0,2,Canceled,2016-10-31 +Resort Hotel,1,196,2016,June,27,29,2,7,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,E,E,0,No Deposit,240.0,,0,Transient,106.0,0,2,Canceled,2015-12-17 +Resort Hotel,1,228,2017,July,31,30,4,8,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,212.17,0,1,Canceled,2017-07-19 +City Hotel,1,31,2017,January,4,24,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.5,0,2,Canceled,2016-12-29 +City Hotel,1,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,123,2016,August,33,13,0,1,2,0.0,0,BB,HUN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,123.3,0,0,Canceled,2016-05-17 +City Hotel,1,587,2017,February,7,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,49,2017,June,24,14,0,3,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,1,Canceled,2017-06-05 +Resort Hotel,1,273,2017,March,12,25,2,5,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,Canceled,2016-06-26 +City Hotel,1,68,2015,October,42,11,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,8.0,,0,Transient-Party,89.25,0,1,Canceled,2015-08-22 +City Hotel,1,204,2017,March,10,5,1,0,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,Canceled,2016-09-28 +City Hotel,1,24,2016,October,41,6,0,2,3,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,83.0,,0,Transient,229.6,0,0,Canceled,2016-10-03 +Resort Hotel,1,65,2016,September,36,2,0,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,186.0,0,0,Canceled,2016-07-08 +Resort Hotel,1,19,2017,June,22,2,0,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,137.0,0,2,Canceled,2017-05-14 +Resort Hotel,1,95,2017,August,35,31,0,2,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,241.0,,0,Transient,290.0,0,2,Canceled,2017-08-12 +City Hotel,1,86,2015,September,37,9,0,2,2,0.0,0,BB,FRA,Groups,Corporate,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,110.0,0,0,Canceled,2015-06-30 +City Hotel,1,14,2016,February,8,18,0,2,1,0.0,0,BB,IDN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0,Canceled,2016-02-12 +City Hotel,1,19,2017,February,7,15,3,9,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,96.5,0,0,Canceled,2017-02-06 +Resort Hotel,1,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0,Canceled,2015-12-11 +City Hotel,1,61,2017,January,4,25,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,Canceled,2016-11-25 +City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,Canceled,2016-11-25 +City Hotel,1,51,2016,November,45,3,1,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,0,Canceled,2016-10-27 +City Hotel,1,325,2017,July,28,15,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.5,0,2,Canceled,2016-11-22 +City Hotel,1,45,2015,October,44,29,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,Canceled,2015-09-30 +City Hotel,0,31,2016,February,6,5,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.3,1,1,Check-Out,2016-02-06 +City Hotel,1,6,2015,October,40,1,1,3,2,0.0,0,BB,PRT,Direct,Direct,0,1,0,A,A,0,No Deposit,,,0,Transient,100.0,0,0,Canceled,2015-09-30 +City Hotel,1,16,2016,December,53,28,2,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,76.67,0,0,Canceled,2016-12-12 +Resort Hotel,1,219,2016,March,10,2,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,310.0,,0,Transient,52.0,0,0,Canceled,2015-11-20 +City Hotel,1,295,2016,April,18,28,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,422,2016,September,38,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,379,Transient-Party,65.0,0,0,Canceled,2016-08-22 +Resort Hotel,1,196,2016,September,39,19,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,120.0,0,0,Canceled,2016-05-02 +City Hotel,1,96,2016,May,19,7,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.85,0,0,Canceled,2016-02-01 +City Hotel,1,23,2015,November,47,21,2,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,0,Canceled,2015-11-16 +City Hotel,1,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,114,2017,April,17,29,2,5,3,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,184.57,0,1,Canceled,2017-02-15 +Resort Hotel,1,123,2017,June,24,15,1,3,2,2.0,0,BB,ISR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,180.0,0,0,Canceled,2017-02-15 +Resort Hotel,1,40,2016,April,15,5,0,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,58.0,0,1,Canceled,2016-02-29 +City Hotel,1,210,2017,July,29,17,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,Canceled,2017-05-19 +City Hotel,1,11,2016,August,34,18,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.5,0,1,Canceled,2016-08-11 +City Hotel,1,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,395,2016,March,13,21,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-08-10 +City Hotel,1,59,2016,April,18,28,2,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,128.69,0,0,Canceled,2016-03-26 +Resort Hotel,1,106,2016,March,13,24,1,3,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,84.0,0,0,Canceled,2016-01-22 +City Hotel,1,280,2016,September,39,19,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,35,Transient,110.0,0,0,Canceled,2016-01-18 +City Hotel,1,85,2017,May,18,5,1,2,2,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,0,Canceled,2017-04-20 +City Hotel,1,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +Resort Hotel,1,43,2017,April,15,14,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,105.0,0,1,Canceled,2017-03-13 +City Hotel,1,210,2016,July,29,15,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,Canceled,2016-03-16 +City Hotel,1,100,2016,May,21,19,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,B,1,No Deposit,9.0,,0,Transient-Party,136.0,0,0,Canceled,2016-05-15 +City Hotel,1,19,2015,October,41,6,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,1,0,A,A,0,Non Refund,82.0,,0,Transient,80.0,0,0,Canceled,2015-09-17 +City Hotel,1,99,2015,October,44,30,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,65.0,0,0,Canceled,2015-10-12 +City Hotel,1,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,300,2016,November,46,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0,Canceled,2016-03-14 +City Hotel,1,138,2017,June,26,27,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,Canceled,2017-02-13 +City Hotel,1,1,2016,January,4,20,0,2,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,0,Canceled,2016-01-19 +City Hotel,1,53,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,105.0,0,0,Canceled,2016-08-30 +City Hotel,1,323,2015,September,36,5,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,1,34,2016,April,18,30,1,1,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,159.3,0,0,Canceled,2016-03-30 +City Hotel,1,106,2017,April,15,15,1,1,2,0.0,0,SC,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,89.0,0,0,Canceled,2016-12-30 +Resort Hotel,1,18,2015,November,45,7,0,1,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,32.62,0,1,Canceled,2015-10-20 +City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,Canceled,2016-01-18 +City Hotel,1,309,2017,August,33,15,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,96.25,0,0,Canceled,2017-01-15 +City Hotel,1,60,2017,March,11,18,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,106.2,0,0,Canceled,2017-02-06 +City Hotel,1,21,2017,June,26,25,1,0,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,0,Canceled,2017-06-07 +City Hotel,1,309,2015,August,34,22,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2015-01-01 +Resort Hotel,1,106,2016,March,13,24,1,3,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,84.0,0,0,Canceled,2016-01-22 +Resort Hotel,1,181,2016,July,30,17,4,8,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,2,Canceled,2016-01-26 +City Hotel,1,59,2017,January,4,23,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,Canceled,2016-11-25 +City Hotel,1,285,2017,May,19,8,1,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,1,Canceled,2016-08-25 +Resort Hotel,1,46,2016,June,24,5,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,123.0,0,0,Canceled,2016-05-13 +Resort Hotel,1,259,2015,September,38,17,0,3,1,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,33.3,0,0,Canceled,2015-01-21 +City Hotel,1,171,2017,April,15,9,2,0,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,2,Canceled,2016-11-13 +Resort Hotel,0,4,2016,November,48,21,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2016-11-23 +City Hotel,1,239,2015,October,42,17,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2015-08-17 +Resort Hotel,1,110,2017,February,5,2,0,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.0,0,1,Canceled,2016-12-22 +City Hotel,1,19,2017,February,9,27,2,5,2,0.0,0,SC,GNB,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,Canceled,2017-02-13 +City Hotel,1,30,2016,November,48,23,0,4,0,2.0,0,BB,MAR,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,77.86,0,1,Canceled,2016-11-11 +City Hotel,1,161,2017,June,26,30,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,26,Transient,130.0,0,0,Canceled,2017-02-15 +City Hotel,1,136,2017,March,12,21,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.6,0,1,Canceled,2017-02-11 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..638006281173ba302120cf07f0a10086c1a98cbc --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test_current.csv @@ -0,0 +1,16 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,0,40,2016,March,13,20,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.2,0,0,Check-Out,2016-03-21 +City Hotel,0,38,2016,December,50,10,2,1,2,2.0,0,BB,PHL,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,143.0,0,0,Check-Out,2016-12-13 +City Hotel,0,32,2015,October,43,24,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,136.0,0,1,Check-Out,2015-10-26 +City Hotel,0,4,2016,August,36,30,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,2,Check-Out,2016-09-01 +City Hotel,0,89,2016,November,47,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,79.2,0,3,Check-Out,2016-11-21 +Resort Hotel,0,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,E,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0,Check-Out,2015-10-18 +Resort Hotel,0,90,2016,October,44,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient,54.08,0,1,Check-Out,2016-11-03 +City Hotel,0,176,2016,October,42,11,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,0,Check-Out,2016-10-14 +City Hotel,0,180,2016,November,47,13,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.75,0,2,Check-Out,2016-11-14 +City Hotel,0,30,2015,October,42,16,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,118.58,0,1,Check-Out,2015-10-20 +City Hotel,0,134,2016,October,42,15,2,1,2,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,2,Check-Out,2016-10-18 +City Hotel,0,210,2016,August,34,16,0,2,2,0.0,1,SC,NLD,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,90.0,0,2,Check-Out,2016-08-18 +City Hotel,0,23,2017,January,2,11,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,89.5,0,1,Check-Out,2017-01-12 +City Hotel,0,31,2016,February,6,5,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.3,1,1,Check-Out,2016-02-06 +Resort Hotel,0,4,2016,November,48,21,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2016-11-23 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/Hotel_booking_demand_B4_004_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/Hotel_booking_demand_B4_004_current.json new file mode 100644 index 0000000000000000000000000000000000000000..2630930402607f230cf59fdb9aa02c493605f666 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/Hotel_booking_demand_B4_004_current.json @@ -0,0 +1,7406 @@ +{ + "id": "004", + "task_type": "B4", + "subtask_type": "list", + "perspective": "data_holder", + "dataset_name": "Hotel booking demand", + "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_004/test.csv", + "query": "To better manage room inventory and last-minute sales, we need to identify bookings that are at significant risk of cancellation. I’ve provided our archives with all previous reservation outcomes. Could you highlight all the new records that closely mirror the profiles of past bookings that were Canceled?", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "002", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 108, + "arrival_date_year": 2016, + "arrival_date_month": "March", + "arrival_date_week_number": 13, + "arrival_date_day_of_month": 24, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 3, + "adults": 0, + "children": 2.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "B", + "assigned_room_type": "B", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 8.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 120.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-03-29" + } + }, + { + "scenario_id": "004", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 6, + "arrival_date_year": 2017, + "arrival_date_month": "February", + "arrival_date_week_number": 6, + "arrival_date_day_of_month": 9, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 1, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "ESP", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 56.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-02-10" + } + }, + { + "scenario_id": "005", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 15, + "arrival_date_year": 2015, + "arrival_date_month": "July", + "arrival_date_week_number": 31, + "arrival_date_day_of_month": 31, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "CHN", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 173.0, + "required_car_parking_spaces": 1, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + "reservation_status_date": "2015-08-02" + } + }, + { + "scenario_id": "008", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 2, + "arrival_date_year": 2016, + "arrival_date_month": "October", + "arrival_date_week_number": 41, + "arrival_date_day_of_month": 8, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 1, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "BEL", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 160.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + 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"scenario_id": "014", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 111, + "arrival_date_year": 2016, + "arrival_date_month": "June", + "arrival_date_week_number": 23, + "arrival_date_day_of_month": 2, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "IRL", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "C", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 80.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-06-05" + } + }, + { + "scenario_id": "017", + "features": { + "hotel": "City Hotel", + 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"days_in_waiting_list": 0, + "customer_type": "Contract", + "adr": 44.5, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2015-10-06" + } + }, + { + "scenario_id": "497", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 9, + "arrival_date_year": 2016, + "arrival_date_month": "August", + "arrival_date_week_number": 36, + "arrival_date_day_of_month": 29, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 4, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "NLD", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 128.4, + "required_car_parking_spaces": 0, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-09-03" + } + }, + { + "scenario_id": "498", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 66, + "arrival_date_year": 2016, + "arrival_date_month": "April", + "arrival_date_week_number": 17, + "arrival_date_day_of_month": 19, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 4, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "FRA", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 112.2, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-04-23" + } + }, + { + "scenario_id": "500", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 288, + "arrival_date_year": 2016, + "arrival_date_month": "April", + "arrival_date_week_number": 17, + "arrival_date_day_of_month": 21, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 1.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 62.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-10-21" + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "ranking_ground_truth": { + "top_k_ids": [ + "057", + "098", + "148", + "207", + "279", + "290", + "297", + "307", + "330", + "351", + "395", + "402", + "415", + "429", + "500" + ] + }, + "active_filters": [], + "target_class_value": "canceled" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..bbda055e0f9bcd1d4c9103603df6988cb516de34 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/current.csv @@ -0,0 +1,201 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date +City Hotel,0,108,2016,March,13,24,2,3,0,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,8.0,,0,Transient-Party,120.0,0,1,2016-03-29 +Resort Hotel,0,6,2017,February,6,9,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,56.0,0,2,2017-02-10 +Resort Hotel,0,15,2015,July,31,31,0,2,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,173.0,1,2,2015-08-02 +City Hotel,0,2,2016,October,41,8,1,1,1,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,2,2016-10-10 +City Hotel,0,462,2017,July,26,1,2,1,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,2,2017-07-04 +Resort Hotel,0,111,2016,June,23,2,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,80.0,0,1,2016-06-05 +City Hotel,0,155,2017,April,17,28,2,2,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,99.0,0,1,2017-05-02 +City Hotel,0,87,2016,March,12,14,1,4,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,72.25,0,2,2016-03-19 +Resort Hotel,0,213,2016,May,21,16,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0,2016-05-18 +Resort Hotel,0,92,2015,September,36,3,2,7,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,123.0,1,0,2015-09-12 +Resort Hotel,0,0,2016,April,16,11,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,3,A,A,0,No Deposit,,47.0,0,Transient,39.0,0,0,2016-04-15 +City Hotel,0,1,2016,December,52,24,1,1,2,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,71.69,0,1,2016-12-26 +City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,2016-06-26 +City Hotel,0,177,2017,April,15,15,2,1,2,0.0,0,HB,CN,Groups,TA/TO,0,0,0,A,A,1,No Deposit,2.0,,0,Transient-Party,105.33,0,1,2017-04-18 +City Hotel,0,106,2017,June,25,19,1,3,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,1,2017-06-23 +Resort Hotel,0,18,2016,December,51,17,4,10,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,46.22,0,1,2016-12-31 +City Hotel,0,35,2015,November,46,14,1,1,1,0.0,0,BB,KOR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,81.0,0,1,2015-11-16 +City Hotel,0,8,2017,June,23,6,0,1,1,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,8.0,,0,Transient,150.0,0,1,2017-06-07 +Resort Hotel,0,217,2016,August,35,22,1,2,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,242.0,,0,Transient,174.0,1,1,2016-08-25 +City Hotel,1,23,2017,August,35,30,0,2,2,2.0,0,BB,IDN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,250.0,0,0,2017-08-08 +City Hotel,0,10,2015,December,50,10,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,6,A,A,0,No Deposit,,40.0,0,Transient,74.0,0,0,2015-12-11 +City Hotel,0,12,2016,February,9,24,0,4,2,1.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,9.0,,0,Transient-Party,158.5,0,3,2016-02-28 +Resort Hotel,0,72,2016,May,20,12,1,3,3,0.0,0,BB,GBR,Direct,Direct,0,0,0,H,H,1,No Deposit,250.0,,0,Transient,160.0,0,0,2016-05-16 +City Hotel,0,66,2015,September,39,20,2,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,1,2015-09-25 +City Hotel,0,179,2017,May,18,3,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,117.0,0,2,2017-05-06 +City Hotel,0,164,2015,October,40,2,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,19.0,,0,Transient-Party,100.0,0,0,2015-10-04 +City Hotel,0,151,2017,March,12,20,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,2017-03-22 +Resort Hotel,0,102,2017,July,28,10,1,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,211.0,0,2,2017-07-13 +City Hotel,0,8,2017,January,2,10,0,2,2,0.0,0,BB,PER,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,75.08,0,1,2017-01-12 +Resort Hotel,0,6,2016,April,15,7,2,6,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,75.0,0,0,2016-04-15 +Resort Hotel,0,126,2016,July,31,25,2,5,2,2.0,0,HB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,302.86,1,0,2016-08-01 +Resort Hotel,0,0,2015,December,51,16,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,31.0,0,Transient,35.0,1,0,2015-12-17 +Resort Hotel,0,29,2015,November,47,19,1,3,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,115.0,,0,Transient,26.1,0,0,2015-11-23 +City Hotel,0,99,2016,May,22,26,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,140.4,0,0,2016-05-29 +City Hotel,0,6,2015,August,34,19,0,3,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,79.0,0,0,2015-08-22 +City Hotel,0,165,2017,June,24,14,0,4,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.0,0,0,2017-06-18 +City Hotel,0,21,2016,February,8,17,0,3,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,1,2016-02-20 +City Hotel,0,1,2015,December,50,6,2,1,1,0.0,0,SC,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Group,66.0,1,1,2015-12-09 +City Hotel,0,148,2016,May,19,5,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,105.3,0,0,2016-05-08 +City Hotel,1,69,2016,June,25,12,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,2016-04-27 +City Hotel,0,30,2016,June,25,18,2,1,2,2.0,0,BB,ITA,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,9.0,,0,Transient,198.9,0,3,2016-06-21 +City Hotel,0,39,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,112.0,0,3,2017-06-15 +Resort Hotel,0,90,2016,December,52,19,1,3,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,64.8,0,2,2016-12-23 +City Hotel,0,20,2016,October,41,4,0,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-10-06 +City Hotel,0,197,2016,August,34,18,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient-Party,112.0,0,1,2016-08-21 +City Hotel,0,21,2016,July,28,5,0,5,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,139.0,0,1,2016-07-10 +City Hotel,0,479,2017,August,32,9,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,1,2017-08-12 +Resort Hotel,0,236,2016,May,20,12,0,3,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,C,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,2016-05-15 +City Hotel,0,28,2016,September,36,1,0,3,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,E,1,No Deposit,14.0,,0,Transient,173.2,0,0,2016-09-04 +Resort Hotel,0,15,2017,March,13,30,2,6,0,0.0,0,SC,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,523.0,0,Transient-Party,0.0,0,0,2017-04-07 +Resort Hotel,0,0,2017,February,6,7,0,0,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,314.0,,0,Transient,0.0,0,0,2017-02-07 +Resort Hotel,0,325,2017,June,25,23,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,85.21,0,1,2017-06-29 +City Hotel,0,5,2016,September,38,17,1,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,154.0,1,4,2016-09-19 +Resort Hotel,0,36,2016,October,43,20,1,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,3,No Deposit,,,0,Transient-Party,49.0,0,0,2016-10-24 +Resort Hotel,0,4,2017,June,22,1,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,122.0,0,1,2017-06-03 +City Hotel,0,11,2017,February,6,10,2,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.71,0,0,2017-02-14 +City Hotel,0,73,2016,December,49,1,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-12-04 +Resort Hotel,0,31,2016,December,53,30,0,2,2,0.0,0,HB,PRT,Groups,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient-Party,305.0,0,1,2017-01-01 +City Hotel,0,75,2017,July,27,8,2,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-07-11 +City Hotel,0,130,2017,July,30,24,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,80.1,0,1,2017-07-31 +City Hotel,0,5,2017,May,21,23,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,2017-05-26 +City Hotel,1,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,2015-07-06 +City Hotel,0,3,2015,November,45,2,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,77.77,0,0,2015-11-04 +Resort Hotel,0,268,2016,June,25,15,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,241.0,,0,Transient,57.15,1,1,2016-06-22 +City Hotel,0,42,2015,September,38,17,0,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,111.6,0,3,2015-09-20 +City Hotel,0,152,2016,August,35,23,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,98.87,0,0,2016-08-30 +City Hotel,0,59,2016,January,5,28,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,87.0,,0,Transient-Party,80.0,0,0,2016-01-29 +City Hotel,0,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,2016-04-07 +Resort Hotel,0,32,2016,April,17,19,2,5,1,0.0,0,HB,GBR,Groups,Direct,0,0,0,A,C,0,No Deposit,273.0,,0,Transient-Party,44.36,0,0,2016-04-26 +City Hotel,0,143,2016,August,34,14,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.3,0,1,2016-08-18 +Resort Hotel,0,83,2016,April,18,26,0,3,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,171.0,,0,Transient,75.6,0,1,2016-04-29 +Resort Hotel,0,28,2016,October,43,18,0,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,43.89,0,1,2016-10-20 +City Hotel,0,6,2016,November,47,13,1,0,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,F,F,0,No Deposit,45.0,,0,Transient,0.0,0,0,2016-11-14 +City Hotel,0,121,2017,May,21,27,2,4,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,168.0,,0,Transient,89.1,0,2,2017-06-02 +City Hotel,0,12,2015,August,32,5,0,3,2,0.0,0,BB,RUS,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,38.0,0,Transient-Party,65.0,0,0,2015-08-08 +City Hotel,1,56,2017,May,20,17,0,1,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,7.0,,0,Transient,108.0,0,0,2017-05-17 +City Hotel,0,6,2017,June,24,12,1,0,1,0.0,0,BB,FIN,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,144.0,0,0,2017-06-13 +City Hotel,0,7,2017,March,12,22,2,9,2,0.0,1,BB,PRT,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient,212.73,0,2,2017-04-02 +City Hotel,0,17,2016,September,37,8,0,1,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,E,1,No Deposit,7.0,,0,Transient,118.58,0,1,2016-09-09 +City Hotel,0,58,2016,June,24,10,1,2,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,D,2,No Deposit,9.0,,0,Transient,116.1,0,1,2016-06-13 +City Hotel,0,30,2017,May,18,1,1,3,2,0.0,0,BB,LUX,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,179.0,0,0,2017-05-05 +City Hotel,1,258,2015,July,27,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,0,66,2016,April,14,1,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,92.7,0,1,2016-04-04 +Resort Hotel,0,156,2017,May,19,8,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,E,E,0,No Deposit,434.0,,0,Transient-Party,102.0,0,0,2017-05-15 +Resort Hotel,0,235,2017,July,27,3,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,106.85,0,0,2017-07-17 +Resort Hotel,0,63,2017,February,5,4,4,10,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,39.84,0,1,2017-02-18 +City Hotel,1,49,2016,November,47,14,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,80.0,0,0,2016-11-14 +City Hotel,0,12,2017,January,3,16,1,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,2017-01-18 +City Hotel,0,16,2016,November,46,6,2,3,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,169.6,0,1,2016-11-11 +City Hotel,0,66,2016,July,31,29,0,1,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.7,0,0,2016-07-30 +City Hotel,0,4,2016,February,7,12,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-02-16 +City Hotel,1,117,2016,August,35,24,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,72.25,0,0,2016-08-24 +City Hotel,0,5,2015,August,33,10,1,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,90.0,0,1,2015-08-16 +City Hotel,0,194,2016,September,38,12,1,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,101.4,0,1,2016-09-16 +City Hotel,0,97,2016,April,18,25,1,3,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,80.75,0,1,2016-04-29 +City Hotel,0,128,2017,May,21,26,0,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient-Party,135.0,0,2,2017-05-28 +Resort Hotel,1,37,2017,February,8,25,2,2,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,77.0,0,1,2017-02-25 +City Hotel,0,65,2017,January,1,1,2,4,2,2.0,0,BB,CHE,Direct,Direct,0,0,0,F,F,1,No Deposit,14.0,,0,Transient,152.5,0,0,2017-01-07 +Resort Hotel,0,166,2017,June,26,25,4,10,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,243.0,,0,Transient,110.0,0,0,2017-07-09 +City Hotel,0,98,2016,October,45,30,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.45,0,1,2016-11-03 +Resort Hotel,0,29,2017,March,13,29,0,4,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,67.5,0,2,2017-04-02 +Resort Hotel,0,43,2017,May,18,4,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,169.0,0,Transient,50.0,0,0,2017-05-05 +Resort Hotel,1,92,2016,July,29,16,4,6,2,0.0,0,HB,PRT,Direct,Direct,0,1,1,E,E,0,No Deposit,,,0,Transient,195.0,0,0,2016-06-15 +Resort Hotel,0,194,2016,August,33,7,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient,97.4,0,1,2016-08-11 +City Hotel,0,4,2016,January,2,4,1,0,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.0,0,1,2016-01-05 +City Hotel,0,1,2017,May,19,9,0,1,1,0.0,0,BB,ESP,Online TA,GDS,0,0,0,D,D,0,No Deposit,195.0,,0,Transient,110.0,0,0,2017-05-10 +Resort Hotel,1,103,2017,March,13,27,1,1,2,0.0,0,BB,PRT,Groups,Corporate,0,0,0,D,D,0,Non Refund,495.0,,0,Transient,65.0,0,0,2016-12-23 +Resort Hotel,0,29,2017,February,8,25,1,1,2,0.0,0,BB,PRT,Online TA,Direct,1,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,58.0,0,2,2017-02-27 +City Hotel,0,11,2016,February,7,13,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,1,No Deposit,,,0,Transient,95.0,0,2,2016-02-14 +City Hotel,0,41,2016,December,49,1,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,89.0,,0,Transient,66.88,0,0,2016-12-04 +City Hotel,1,76,2017,July,27,2,1,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,403.0,,0,Transient,80.1,0,0,2017-04-17 +City Hotel,0,20,2016,May,22,28,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,143.0,0,1,2016-05-30 +Resort Hotel,0,8,2017,May,20,14,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,314.0,,0,Transient-Party,91.18,0,1,2017-05-18 +City Hotel,0,81,2016,November,46,6,2,2,1,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,146.6,0,1,2016-11-10 +City Hotel,0,151,2017,March,12,20,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,2017-03-22 +City Hotel,0,111,2017,April,14,3,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,2017-04-05 +Resort Hotel,1,25,2017,February,8,24,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0,2017-02-14 +City Hotel,0,100,2016,August,35,26,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.3,0,1,2016-08-30 +Resort Hotel,0,10,2017,January,2,12,0,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,2017-01-15 +City Hotel,0,9,2016,April,16,12,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,131.0,0,1,2016-04-13 +City Hotel,0,24,2016,March,13,26,2,1,2,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,100.0,0,1,2016-03-29 +City Hotel,0,92,2016,March,12,18,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.3,0,0,2016-03-20 +City Hotel,0,15,2016,December,50,10,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.5,0,0,2016-12-12 +City Hotel,0,29,2017,May,19,9,0,2,1,0.0,0,BB,POL,Groups,TA/TO,0,0,0,A,A,4,No Deposit,39.0,,0,Transient-Party,130.0,0,0,2017-05-11 +City Hotel,1,67,2016,October,43,19,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,117.6,0,0,2016-08-13 +Resort Hotel,0,125,2015,August,34,19,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,134.0,1,0,2015-08-24 +City Hotel,0,169,2017,August,32,8,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient-Party,175.5,0,1,2017-08-11 +Resort Hotel,0,5,2017,May,20,15,1,0,1,0.0,0,BB,GBR,Complementary,TA/TO,1,0,1,E,E,0,No Deposit,40.0,,0,Transient,0.0,1,2,2017-05-16 +City Hotel,0,102,2015,October,42,16,0,2,2,0.0,0,HB,AUT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-10-18 +Resort Hotel,0,183,2016,November,47,18,1,2,2,0.0,0,HB,GBR,Groups,TA/TO,0,0,0,A,I,0,No Deposit,411.0,,116,Transient-Party,52.0,0,0,2016-11-21 +Resort Hotel,0,1,2016,December,49,3,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,65.0,0,0,2016-12-04 +City Hotel,0,149,2016,June,26,25,2,1,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,1,2016-06-28 +Resort Hotel,0,121,2016,September,40,25,2,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,98.75,0,1,2016-09-30 +City Hotel,0,45,2016,July,28,9,2,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,145.35,0,2,2016-07-13 +City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,2016-11-21 +Resort Hotel,0,0,2016,April,17,19,0,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,240.0,,0,Transient,77.0,0,0,2016-04-20 +City Hotel,0,247,2016,June,24,6,1,1,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-06-08 +City Hotel,0,36,2016,January,4,19,0,2,1,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,D,2,No Deposit,19.0,,0,Transient-Party,71.0,0,0,2016-01-21 +Resort Hotel,0,36,2017,May,22,28,2,1,2,0.0,0,BB,FIN,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,142.0,1,2,2017-05-31 +City Hotel,0,80,2017,July,27,6,2,4,1,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,120.0,0,1,2017-07-12 +City Hotel,0,32,2016,February,6,5,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,89.3,0,1,2016-02-07 +Resort Hotel,0,19,2015,October,41,10,1,1,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,117.0,0,3,2015-10-12 +City Hotel,0,82,2017,January,1,7,6,16,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,4,2017-01-29 +Resort Hotel,0,5,2015,November,48,22,2,0,1,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,40.0,0,1,2015-11-24 +City Hotel,0,120,2016,August,32,5,4,10,2,2.0,0,BB,FRA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,220.0,1,1,2016-08-19 +Resort Hotel,0,13,2016,August,33,8,2,5,3,0.0,0,HB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,161.1,0,2,2016-08-15 +City Hotel,0,74,2016,April,14,1,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,59.37,0,0,2016-04-05 +City Hotel,0,115,2016,February,9,27,2,2,1,0.0,0,BB,MOZ,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,134.0,,0,Transient-Party,76.0,0,1,2016-03-02 +City Hotel,0,184,2017,August,34,20,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-08-24 +Resort Hotel,0,1,2017,May,22,31,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,C,0,No Deposit,,195.0,0,Transient,75.0,0,0,2017-06-01 +Resort Hotel,1,58,2016,March,13,24,0,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,115.0,0,0,2016-01-27 +Resort Hotel,0,102,2016,April,18,30,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,45.66,0,1,2016-05-06 +City Hotel,0,38,2016,June,27,27,1,3,2,0.0,0,SC,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,63.75,0,0,2016-07-01 +City Hotel,1,203,2016,December,53,30,2,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,120.7,0,0,2016-08-12 +City Hotel,0,34,2016,October,41,2,2,0,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,122.45,0,1,2016-10-04 +Resort Hotel,0,4,2017,April,17,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,0,No Deposit,,112.0,0,Transient,45.0,0,0,2017-04-28 +Resort Hotel,0,28,2016,February,7,10,2,6,2,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient,55.0,0,0,2016-02-18 +Resort Hotel,0,168,2017,March,12,20,1,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,177.0,,0,Transient,30.6,0,0,2017-03-23 +City Hotel,0,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-08-20 +Resort Hotel,0,187,2016,April,16,11,3,7,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,108.0,0,2,2016-04-21 +Resort Hotel,0,57,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,305.0,,0,Transient,107.0,0,0,2015-07-17 +City Hotel,0,21,2017,March,11,14,0,1,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,2,No Deposit,254.0,,0,Transient-Party,251.0,0,0,2017-03-15 +City Hotel,1,97,2016,March,11,12,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,2016-02-22 +City Hotel,0,243,2016,September,40,27,2,6,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,80.75,0,0,2016-10-05 +City Hotel,0,24,2016,March,13,26,2,1,2,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,100.0,0,0,2016-03-29 +City Hotel,0,335,2016,October,42,13,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,80.0,0,0,2016-10-16 +City Hotel,0,56,2017,April,15,10,1,2,2,1.0,0,HB,ESP,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,195.0,1,3,2017-04-13 +Resort Hotel,0,40,2017,January,3,16,1,1,1,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient-Party,55.0,0,0,2017-01-18 +Resort Hotel,1,208,2016,August,32,2,4,12,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Transient,141.1,0,0,2016-01-11 +City Hotel,0,349,2016,October,41,4,1,5,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,58.0,,162,Transient-Party,123.33,0,0,2016-10-10 +City Hotel,0,65,2016,December,52,21,0,4,3,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,22.0,,0,Transient,122.65,0,0,2016-12-25 +City Hotel,0,1,2015,August,33,11,0,1,1,0.0,0,BB,GRC,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,38.0,0,Transient-Party,70.0,0,0,2015-08-12 +Resort Hotel,0,131,2017,April,16,16,2,5,2,0.0,0,HB,CHE,Groups,TA/TO,0,0,0,A,A,0,No Deposit,493.0,,0,Contract,80.0,0,1,2017-04-23 +Resort Hotel,0,195,2016,September,39,22,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,53.85,0,0,2016-09-29 +City Hotel,0,115,2016,February,9,27,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,134.0,,0,Transient-Party,76.0,0,0,2016-03-02 +Resort Hotel,0,22,2017,July,31,31,1,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,225.0,0,2,2017-08-05 +Resort Hotel,0,218,2017,May,19,8,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,82.0,1,1,2017-05-15 +City Hotel,0,51,2016,March,13,21,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,83.3,0,1,2016-03-25 +Resort Hotel,0,6,2016,March,13,23,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,66.5,1,1,2016-03-25 +City Hotel,0,34,2015,September,38,13,2,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,94.95,0,1,2015-09-19 +City Hotel,0,48,2017,April,17,26,0,3,2,1.0,0,BB,IND,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,144.0,0,2,2017-04-29 +Resort Hotel,0,262,2015,September,39,21,1,3,2,0.0,0,HB,BEL,Groups,Corporate,0,0,0,A,A,0,No Deposit,183.0,,0,Transient-Party,91.2,0,0,2015-09-25 +City Hotel,0,180,2016,May,19,2,1,1,2,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,100.0,0,1,2016-05-04 +City Hotel,0,386,2016,October,44,23,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-10-25 +City Hotel,0,4,2017,July,29,17,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,19,A,C,0,No Deposit,,40.0,0,Transient,65.0,0,2,2017-07-19 +City Hotel,0,46,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,0,2016-06-19 +City Hotel,0,0,2017,February,6,5,2,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,2,No Deposit,,,0,Transient,79.0,0,0,2017-02-07 +City Hotel,0,168,2015,September,37,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,2015-09-13 +City Hotel,0,212,2016,May,21,20,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,2016-05-25 +Resort Hotel,0,92,2017,April,13,1,1,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,48.0,0,1,2017-04-03 +City Hotel,0,35,2015,October,43,20,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,96.3,0,2,2015-10-24 +Resort Hotel,0,360,2016,August,34,18,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,59.8,0,0,2016-09-01 +City Hotel,0,54,2017,February,9,28,0,4,3,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,116.88,0,0,2017-03-04 +Resort Hotel,0,218,2017,August,34,22,1,5,2,0.0,0,HB,IRL,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,170.38,0,1,2017-08-28 +City Hotel,0,4,2016,July,29,11,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,2,2016-07-12 +Resort Hotel,0,30,2016,October,42,15,2,2,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,42.0,1,0,2016-10-19 +Resort Hotel,0,55,2015,September,40,29,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,69.0,,0,Contract,44.5,0,1,2015-10-06 +City Hotel,0,9,2016,August,36,29,1,4,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,128.4,0,2,2016-09-03 +City Hotel,0,66,2016,April,17,19,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,112.2,0,0,2016-04-23 +City Hotel,1,288,2016,April,17,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/info.json new file mode 100644 index 0000000000000000000000000000000000000000..4816c05993309461836de8622438e342f2e503ff --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/info.json @@ -0,0 +1,398 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract).", + "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).", + "reservation_status_date": "Date when the reservation status was last updated." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "adr": [ + -6.38, + 5400.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "children": [ + 0.0, + 10.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "is_canceled": [ + 0.0, + 1.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "country": [ + "ABW", + "AGO", + "AIA", + "ALB", + "AND", + "ARE", + "ARG", + "ARM", + "ASM", + "ATA", + "ATF", + "AUS", + "AUT", + "AZE", + "BDI", + "BEL", + "BEN", + "BFA", + "BGD", + "BGR", + "BHR", + "BHS", + "BIH", + "BLR", + "BOL", + "BRA", + "BRB", + "BWA", + "CAF", + "CHE", + "CHL", + "CHN", + "CIV", + "CMR", + "CN", + "COL", + "COM", + "CPV", + "CRI", + "CUB", + "CYM", + "CYP", + "CZE", + "DEU", + "DJI", + "DMA", + "DNK", + "DOM", + "DZA", + "ECU", + "EGY", + "ESP", + "EST", + "ETH", + "FIN", + "FJI", + "FRA", + "FRO", + "GAB", + "GBR", + "GEO", + "GGY", + "GHA", + "GIB", + "GLP", + "GNB", + "GRC", + "GTM", + "GUY", + "HKG", + "HND", + "HRV", + "HUN", + "IDN", + "IMN", + "IND", + "IRL", + "IRN", + "IRQ", + "ISL", + "ISR", + "ITA", + "JAM", + "JEY", + "JOR", + "JPN", + "KAZ", + "KEN", + "KHM", + "KIR", + "KNA", + "KOR", + "KWT", + "LAO", + "LBN", + "LBY", + "LCA", + "LIE", + "LKA", + "LTU", + "LUX", + "LVA", + "MAC", + "MAR", + "MCO", + "MDG", + "MDV", + "MEX", + "MKD", + "MLI", + "MLT", + "MMR", + "MNE", + "MOZ", + "MRT", + "MUS", + "MWI", + "MYS", + "MYT", + "NAM", + "NCL", + "NGA", + "NIC", + "NLD", + "NOR", + "NPL", + "NZL", + "OMN", + "PAK", + "PAN", + "PER", + "PHL", + "PLW", + "POL", + "PRI", + "PRT", + "PRY", + "PYF", + "QAT", + "ROU", + "RUS", + "RWA", + "SAU", + "SDN", + "SEN", + "SGP", + "SLE", + "SLV", + "SMR", + "SRB", + "STP", + "SUR", + "SVK", + "SVN", + "SWE", + "SYC", + "SYR", + "TGO", + "THA", + "TJK", + "TMP", + "TUN", + "TUR", + "TWN", + "TZA", + "UGA", + "UKR", + "UMI", + "URY", + "USA", + "UZB", + "VEN", + "VGB", + "VNM", + "ZAF", + "ZMB", + "ZWE" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "reservation_status": [ + "Canceled", + "Check-Out", + "No-Show" + ], + "reservation_status_date": "string", + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..a38fe37de8cfce9e4f51ad79c04cd40e90577f98 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test.csv @@ -0,0 +1,501 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,0,85,2016,January,4,22,0,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,83.0,,0,Transient,66.6,0,0,Check-Out,2016-01-24 +City Hotel,0,108,2016,March,13,24,2,3,0,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,8.0,,0,Transient-Party,120.0,0,1,Check-Out,2016-03-29 +Resort Hotel,0,78,2017,February,9,27,1,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,52.8,0,1,Check-Out,2017-03-04 +Resort Hotel,0,6,2017,February,6,9,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,56.0,0,2,Check-Out,2017-02-10 +Resort Hotel,0,15,2015,July,31,31,0,2,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,173.0,1,2,Check-Out,2015-08-02 +Resort Hotel,0,139,2017,June,26,29,0,3,2,3.0,0,BB,BRA,Online TA,TA/TO,0,0,0,C,H,3,No Deposit,240.0,,0,Transient,158.0,1,1,Check-Out,2017-07-02 +City Hotel,0,119,2016,April,16,15,0,2,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,90.9,0,0,Check-Out,2016-04-17 +City Hotel,0,2,2016,October,41,8,1,1,1,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,2,Check-Out,2016-10-10 +City Hotel,0,462,2017,July,26,1,2,1,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,2,Check-Out,2017-07-04 +City Hotel,0,16,2016,July,29,14,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,Check-Out,2016-07-16 +City Hotel,0,38,2016,June,26,20,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,80.2,0,1,Check-Out,2016-06-24 +City Hotel,0,6,2015,November,45,6,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.0,1,0,Check-Out,2015-11-08 +Resort Hotel,0,5,2015,August,33,10,0,0,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,F,0,No Deposit,240.0,,0,Transient,0.0,0,2,Check-Out,2015-08-10 +Resort Hotel,0,111,2016,June,23,2,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,80.0,0,1,Check-Out,2016-06-05 +Resort Hotel,0,14,2016,October,44,28,2,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,38.0,0,0,Check-Out,2016-11-01 +Resort Hotel,0,3,2017,July,27,8,1,1,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,214.0,1,1,Check-Out,2017-07-10 +City Hotel,0,155,2017,April,17,28,2,2,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,99.0,0,1,Check-Out,2017-05-02 +City Hotel,0,87,2016,March,12,14,1,4,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,72.25,0,2,Check-Out,2016-03-19 +Resort Hotel,0,213,2016,May,21,16,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0,Check-Out,2016-05-18 +City Hotel,0,133,2016,October,44,23,2,2,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,108.38,0,0,Check-Out,2016-10-27 +Resort Hotel,0,2,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,95.0,0,0,Check-Out,2016-02-14 +Resort Hotel,0,207,2016,August,32,1,3,6,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,146.0,0,2,Check-Out,2016-08-10 +City Hotel,0,5,2016,November,49,28,1,0,1,0.0,0,BB,ESP,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,377.0,0,Transient-Party,77.0,0,0,Check-Out,2016-11-29 +Resort Hotel,0,92,2015,September,36,3,2,7,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,123.0,1,0,Check-Out,2015-09-12 +Resort Hotel,0,0,2016,April,16,11,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,3,A,A,0,No Deposit,,47.0,0,Transient,39.0,0,0,Check-Out,2016-04-15 +City Hotel,0,95,2016,April,17,20,0,2,2,0.0,0,HB,AUT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,35.0,,0,Transient-Party,98.0,0,0,Check-Out,2016-04-22 +Resort Hotel,0,103,2016,August,34,19,1,2,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,189.42,0,1,Check-Out,2016-08-22 +City Hotel,0,1,2016,December,52,24,1,1,2,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,71.69,0,1,Check-Out,2016-12-26 +City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,Check-Out,2016-06-26 +City Hotel,0,25,2017,February,6,10,0,2,2,1.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,90.0,0,0,Check-Out,2017-02-12 +City Hotel,0,132,2016,July,27,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,22.0,,0,Transient,72.25,0,0,Check-Out,2016-07-04 +City Hotel,0,316,2016,May,22,26,0,3,2,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,30.0,,0,Transient-Party,110.0,0,0,Check-Out,2016-05-29 +City Hotel,0,36,2016,February,9,27,1,1,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,107.3,1,1,Check-Out,2016-02-29 +City Hotel,0,90,2017,May,20,17,1,4,2,0.0,0,SC,MLT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.6,0,0,Check-Out,2017-05-22 +Resort Hotel,0,9,2016,February,7,13,0,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,E,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2016-02-14 +Resort Hotel,0,9,2015,December,49,3,0,1,1,0.0,0,BB,ESP,Groups,Corporate,0,0,0,A,D,0,No Deposit,,343.0,0,Transient-Party,36.0,0,0,Check-Out,2015-12-04 +City Hotel,0,99,2017,February,8,21,0,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,68.07,0,1,Check-Out,2017-02-25 +Resort Hotel,0,131,2015,December,52,22,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,A,D,0,No Deposit,335.0,,0,Transient-Party,75.57,0,1,Check-Out,2015-12-29 +City Hotel,0,48,2016,March,11,6,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient-Party,40.67,0,1,Check-Out,2016-03-09 +City Hotel,0,23,2016,August,36,30,0,3,2,0.0,0,BB,ITA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,93.5,0,2,Check-Out,2016-09-02 +City Hotel,0,177,2017,April,15,15,2,1,2,0.0,0,HB,CN,Groups,TA/TO,0,0,0,A,A,1,No Deposit,2.0,,0,Transient-Party,105.33,0,1,Check-Out,2017-04-18 +City Hotel,0,99,2017,March,13,31,1,2,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.4,0,1,Check-Out,2017-04-03 +Resort Hotel,0,11,2017,August,31,4,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,242.0,,0,Transient,316.5,0,4,Check-Out,2017-08-08 +City Hotel,0,15,2016,November,45,5,2,4,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,107.99,0,1,Check-Out,2016-11-11 +City Hotel,0,106,2017,June,25,19,1,3,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,1,Check-Out,2017-06-23 +Resort Hotel,0,122,2017,March,13,27,2,5,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,47.14,0,1,Check-Out,2017-04-03 +City Hotel,0,115,2016,February,9,27,2,3,1,0.0,0,BB,MAR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,134.0,,0,Transient-Party,75.0,0,0,Check-Out,2016-03-03 +City Hotel,0,131,2015,August,33,15,2,1,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,17.0,,0,Transient-Party,94.5,0,0,Check-Out,2015-08-18 +Resort Hotel,0,6,2017,April,17,28,0,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,I,0,No Deposit,240.0,,0,Transient,160.0,1,1,Check-Out,2017-04-29 +Resort Hotel,0,18,2016,December,51,17,4,10,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,46.22,0,1,Check-Out,2016-12-31 +City Hotel,0,35,2015,November,46,14,1,1,1,0.0,0,BB,KOR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,81.0,0,1,Check-Out,2015-11-16 +City Hotel,0,8,2017,June,23,6,0,1,1,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,8.0,,0,Transient,150.0,0,1,Check-Out,2017-06-07 +City Hotel,0,116,2016,February,10,28,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,134.0,,0,Transient-Party,76.0,0,0,Check-Out,2016-03-02 +Resort Hotel,0,217,2016,August,35,22,1,2,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,242.0,,0,Transient,174.0,1,1,Check-Out,2016-08-25 +Resort Hotel,0,0,2015,November,48,23,1,0,1,0.0,0,HB,PRT,Corporate,Corporate,1,0,1,A,D,1,No Deposit,,20.0,0,Transient-Party,42.0,0,0,Check-Out,2015-11-24 +City Hotel,0,282,2016,June,24,9,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,48,Transient-Party,73.33,0,1,Check-Out,2016-06-12 +City Hotel,1,23,2017,August,35,30,0,2,2,2.0,0,BB,IDN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,250.0,0,0,Canceled,2017-08-08 +Resort Hotel,0,163,2016,April,14,1,2,5,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,60.2,1,2,Check-Out,2016-04-08 +City Hotel,0,10,2015,December,50,10,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,6,A,A,0,No Deposit,,40.0,0,Transient,74.0,0,0,Check-Out,2015-12-11 +City Hotel,0,0,2016,August,32,3,0,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,1,A,A,0,No Deposit,,45.0,0,Transient,0.0,0,4,Check-Out,2016-08-04 +Resort Hotel,0,0,2015,November,47,16,1,0,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,38.0,0,0,Check-Out,2015-11-17 +City Hotel,0,12,2016,February,9,24,0,4,2,1.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,9.0,,0,Transient-Party,158.5,0,3,Check-Out,2016-02-28 +City Hotel,0,46,2016,March,11,12,2,2,2,1.0,0,BB,FIN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,59.56,0,1,Check-Out,2016-03-16 +Resort Hotel,0,72,2016,May,20,12,1,3,3,0.0,0,BB,GBR,Direct,Direct,0,0,0,H,H,1,No Deposit,250.0,,0,Transient,160.0,0,0,Check-Out,2016-05-16 +City Hotel,0,66,2015,September,39,20,2,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,1,Check-Out,2015-09-25 +Resort Hotel,0,35,2016,June,27,29,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,4,A,A,0,No Deposit,,154.0,0,Transient,58.0,0,0,Check-Out,2016-06-30 +City Hotel,0,39,2015,August,33,14,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Check-Out,2015-08-16 +Resort Hotel,0,5,2015,November,47,16,1,2,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,36.25,0,1,Check-Out,2015-11-19 +City Hotel,0,0,2016,February,6,3,0,2,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,B,B,1,No Deposit,,,0,Transient-Party,22.5,0,0,Check-Out,2016-02-05 +Resort Hotel,0,6,2017,February,8,20,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,467.0,,0,Transient,40.32,0,0,Check-Out,2017-02-22 +City Hotel,0,179,2017,May,18,3,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,117.0,0,2,Check-Out,2017-05-06 +City Hotel,0,164,2015,October,40,2,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,19.0,,0,Transient-Party,100.0,0,0,Check-Out,2015-10-04 +City Hotel,0,118,2016,June,24,6,1,3,1,0.0,0,BB,DEU,Offline TA/TO,Corporate,0,0,0,A,A,1,No Deposit,191.0,,0,Transient-Party,110.0,0,0,Check-Out,2016-06-10 +City Hotel,0,151,2017,March,12,20,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,Check-Out,2017-03-22 +Resort Hotel,0,102,2017,July,28,10,1,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,211.0,0,2,Check-Out,2017-07-13 +City Hotel,0,8,2017,January,2,10,0,2,2,0.0,0,BB,PER,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,75.08,0,1,Check-Out,2017-01-12 +Resort Hotel,0,6,2016,April,15,7,2,6,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,75.0,0,0,Check-Out,2016-04-15 +Resort Hotel,0,126,2016,July,31,25,2,5,2,2.0,0,HB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,302.86,1,0,Check-Out,2016-08-01 +Resort Hotel,0,0,2015,December,51,16,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,31.0,0,Transient,35.0,1,0,Check-Out,2015-12-17 +Resort Hotel,0,29,2015,November,47,19,1,3,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,115.0,,0,Transient,26.1,0,0,Check-Out,2015-11-23 +City Hotel,0,44,2016,January,1,2,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,98.0,0,0,Check-Out,2016-01-05 +Resort Hotel,0,17,2017,January,5,30,2,5,1,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,58.0,1,2,Check-Out,2017-02-06 +City Hotel,0,99,2016,May,22,26,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,140.4,0,0,Check-Out,2016-05-29 +Resort Hotel,0,214,2017,March,12,25,2,5,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,314.0,,0,Transient-Party,44.64,0,0,Check-Out,2017-04-01 +City Hotel,0,6,2015,August,34,19,0,3,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,79.0,0,0,Check-Out,2015-08-22 +City Hotel,0,3,2017,March,13,31,1,2,1,0.0,0,BB,GRC,Aviation,Corporate,0,0,0,A,A,0,No Deposit,,153.0,0,Transient,95.0,0,0,Check-Out,2017-04-03 +City Hotel,0,165,2017,June,24,14,0,4,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.0,0,0,Check-Out,2017-06-18 +City Hotel,0,21,2016,February,8,17,0,3,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,1,Check-Out,2016-02-20 +City Hotel,0,1,2015,December,50,6,2,1,1,0.0,0,SC,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Group,66.0,1,1,Check-Out,2015-12-09 +City Hotel,0,158,2017,March,13,27,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,Check-Out,2017-03-29 +City Hotel,1,20,2017,March,11,13,1,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,254.0,,0,Transient-Party,178.0,0,0,No-Show,2017-03-13 +Resort Hotel,0,30,2016,March,11,7,1,5,2,0.0,0,Undefined,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,38.0,,0,Transient-Party,65.4,0,0,Check-Out,2016-03-13 +City Hotel,0,148,2016,May,19,5,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,105.3,0,0,Check-Out,2016-05-08 +City Hotel,0,50,2016,April,14,2,0,1,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.5,0,0,Check-Out,2016-04-03 +City Hotel,0,114,2017,July,27,8,2,2,3,1.0,0,BB,SAU,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,221.49,0,2,Check-Out,2017-07-12 +Resort Hotel,0,37,2015,August,35,27,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,104.97,0,1,Check-Out,2015-08-31 +Resort Hotel,0,125,2016,June,24,10,2,5,1,0.0,0,BB,BEL,Direct,Direct,0,0,0,E,E,1,No Deposit,250.0,,0,Transient,129.9,1,1,Check-Out,2016-06-17 +City Hotel,1,69,2016,June,25,12,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,Canceled,2016-04-27 +City Hotel,0,30,2016,June,25,18,2,1,2,2.0,0,BB,ITA,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,9.0,,0,Transient,198.9,0,3,Check-Out,2016-06-21 +City Hotel,0,264,2015,July,28,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-07-10 +City Hotel,0,116,2016,February,10,28,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,134.0,,0,Transient-Party,76.0,0,0,Check-Out,2016-03-02 +City Hotel,0,0,2016,July,29,10,2,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,103.18,0,0,Check-Out,2016-07-12 +City Hotel,0,37,2016,December,49,1,0,3,2,0.0,0,BB,DNK,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,72.0,0,0,Check-Out,2016-12-04 +City Hotel,0,1,2016,March,13,23,0,1,1,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.0,0,1,Check-Out,2016-03-24 +City Hotel,0,39,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,112.0,0,3,Check-Out,2017-06-15 +City Hotel,0,75,2017,January,2,8,2,1,1,0.0,0,BB,USA,Groups,TA/TO,0,0,0,D,D,0,No Deposit,330.0,,0,Transient-Party,67.0,0,2,Check-Out,2017-01-11 +Resort Hotel,0,102,2015,July,30,21,2,5,3,0.0,0,BB,CHE,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,95.57,0,1,Check-Out,2015-07-28 +City Hotel,0,14,2017,May,20,18,2,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,178.0,0,2,Check-Out,2017-05-23 +City Hotel,0,46,2017,June,24,11,2,1,2,0.0,0,SC,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,80.1,0,0,Check-Out,2017-06-14 +Resort Hotel,0,62,2017,March,13,29,1,4,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,36.96,0,1,Check-Out,2017-04-03 +Resort Hotel,0,273,2016,June,25,17,2,5,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient-Party,77.64,0,1,Check-Out,2016-06-24 +City Hotel,0,25,2015,November,48,22,2,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,65.0,0,0,Check-Out,2015-11-27 +Resort Hotel,0,90,2016,December,52,19,1,3,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,64.8,0,2,Check-Out,2016-12-23 +City Hotel,0,291,2017,August,31,2,2,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient-Party,101.08,0,1,Check-Out,2017-08-09 +City Hotel,0,115,2016,February,9,27,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,134.0,,0,Transient-Party,1.0,0,0,Check-Out,2016-02-28 +City Hotel,0,20,2016,October,41,4,0,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0,Check-Out,2016-10-06 +Resort Hotel,0,12,2016,March,12,15,0,4,1,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,115.0,,0,Transient,34.2,0,0,Check-Out,2016-03-19 +City Hotel,0,197,2016,August,34,18,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient-Party,112.0,0,1,Check-Out,2016-08-21 +City Hotel,0,21,2016,July,28,5,0,5,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,139.0,0,1,Check-Out,2016-07-10 +Resort Hotel,0,59,2015,July,29,12,4,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,130.0,1,1,Check-Out,2015-07-23 +City Hotel,0,479,2017,August,32,9,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,1,Check-Out,2017-08-12 +City Hotel,0,67,2016,April,14,1,0,1,2,0.0,0,BB,KOR,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,109.1,1,0,Check-Out,2016-04-02 +Resort Hotel,0,236,2016,May,20,12,0,3,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,C,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,Check-Out,2016-05-15 +City Hotel,0,28,2016,September,36,1,0,3,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,E,1,No Deposit,14.0,,0,Transient,173.2,0,0,Check-Out,2016-09-04 +Resort Hotel,0,15,2017,March,13,30,2,6,0,0.0,0,SC,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,523.0,0,Transient-Party,0.0,0,0,Check-Out,2017-04-07 +Resort Hotel,0,0,2017,February,6,7,0,0,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,314.0,,0,Transient,0.0,0,0,Check-Out,2017-02-07 +Resort Hotel,0,325,2017,June,25,23,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,85.21,0,1,Check-Out,2017-06-29 +City Hotel,0,5,2016,September,38,17,1,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,154.0,1,4,Check-Out,2016-09-19 +Resort Hotel,0,36,2016,October,43,20,1,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,3,No Deposit,,,0,Transient-Party,49.0,0,0,Check-Out,2016-10-24 +Resort Hotel,0,255,2016,October,43,22,2,5,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,143.0,,0,Transient,74.9,0,1,Check-Out,2016-10-29 +City Hotel,0,46,2016,November,47,18,2,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,68.07,0,5,Check-Out,2016-11-23 +City Hotel,0,56,2017,March,11,18,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,79.2,0,1,Check-Out,2017-03-19 +City Hotel,0,48,2017,February,8,22,0,2,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,65.0,0,1,Check-Out,2017-02-24 +Resort Hotel,0,6,2016,January,5,29,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,51.0,0,0,Check-Out,2016-01-30 +City Hotel,0,173,2016,July,28,8,0,1,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,9.0,,0,Transient,177.3,0,2,Check-Out,2016-07-09 +Resort Hotel,0,4,2017,June,22,1,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,122.0,0,1,Check-Out,2017-06-03 +Resort Hotel,0,5,2016,January,2,9,2,2,1,0.0,0,BB,FIN,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,242.0,,0,Transient,48.0,0,1,Check-Out,2016-01-13 +City Hotel,0,11,2017,February,6,10,2,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.71,0,0,Check-Out,2017-02-14 +Resort Hotel,0,0,2015,August,35,24,1,1,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,106.0,0,0,Check-Out,2015-08-26 +City Hotel,0,73,2016,December,49,1,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-12-04 +City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,ISL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,Check-Out,2017-04-23 +Resort Hotel,0,31,2016,December,53,30,0,2,2,0.0,0,HB,PRT,Groups,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient-Party,305.0,0,1,Check-Out,2017-01-01 +City Hotel,0,276,2017,March,12,24,2,2,2,1.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,100.3,0,2,Check-Out,2017-03-28 +City Hotel,0,75,2017,July,27,8,2,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,Check-Out,2017-07-11 +City Hotel,0,41,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-08-14 +City Hotel,0,130,2017,July,30,24,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,80.1,0,1,Check-Out,2017-07-31 +City Hotel,0,5,2017,May,21,23,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,Check-Out,2017-05-26 +City Hotel,1,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,0,3,2015,November,45,2,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,77.77,0,0,Check-Out,2015-11-04 +City Hotel,0,335,2016,October,42,13,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,80.0,0,0,Check-Out,2016-10-16 +Resort Hotel,0,268,2016,June,25,15,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,241.0,,0,Transient,57.15,1,1,Check-Out,2016-06-22 +City Hotel,0,121,2017,June,22,3,2,1,2,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,Check-Out,2017-06-06 +City Hotel,0,199,2016,April,16,14,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,106.2,0,1,Check-Out,2016-04-18 +Resort Hotel,0,43,2016,April,18,24,4,5,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,76.61,0,1,Check-Out,2016-05-03 +City Hotel,0,48,2016,October,43,17,1,1,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,158.4,0,2,Check-Out,2016-10-19 +City Hotel,0,74,2015,September,38,18,0,2,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,87.0,0,0,Check-Out,2015-09-20 +City Hotel,0,185,2016,May,19,6,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,81.77,0,2,Check-Out,2016-05-08 +City Hotel,0,42,2015,September,38,17,0,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,111.6,0,3,Check-Out,2015-09-20 +City Hotel,0,152,2016,August,35,23,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,98.87,0,0,Check-Out,2016-08-30 +City Hotel,0,59,2016,January,5,28,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,87.0,,0,Transient-Party,80.0,0,0,Check-Out,2016-01-29 +City Hotel,0,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,Check-Out,2016-04-07 +Resort Hotel,0,32,2016,April,17,19,2,5,1,0.0,0,HB,GBR,Groups,Direct,0,0,0,A,C,0,No Deposit,273.0,,0,Transient-Party,44.36,0,0,Check-Out,2016-04-26 +City Hotel,0,143,2016,August,34,14,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.3,0,1,Check-Out,2016-08-18 +Resort Hotel,0,97,2015,September,40,27,4,6,2,0.0,0,HB,IRL,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,93.2,0,0,Check-Out,2015-10-07 +Resort Hotel,0,83,2016,April,18,26,0,3,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,171.0,,0,Transient,75.6,0,1,Check-Out,2016-04-29 +Resort Hotel,0,149,2017,July,27,7,0,2,1,1.0,0,HB,PRT,Direct,Direct,0,0,0,C,C,4,No Deposit,250.0,,0,Transient,178.0,0,2,Check-Out,2017-07-09 +City Hotel,0,80,2016,November,48,24,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,168.0,,0,Transient,68.0,0,1,Check-Out,2016-11-27 +Resort Hotel,0,44,2016,October,44,23,2,5,3,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,69.0,,0,Transient,129.45,0,0,Check-Out,2016-10-30 +City Hotel,0,64,2016,March,14,31,0,3,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.1,0,1,Check-Out,2016-04-03 +Resort Hotel,0,71,2016,May,22,25,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,314.0,,0,Transient,54.06,1,0,Check-Out,2016-05-29 +City Hotel,0,22,2017,February,6,7,0,4,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,Check-Out,2017-02-11 +City Hotel,0,18,2016,March,11,9,0,3,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,1,Check-Out,2016-03-12 +City Hotel,0,0,2017,July,27,3,1,0,2,1.0,0,BB,USA,Direct,Direct,1,0,0,A,A,1,No Deposit,,,0,Transient,118.0,0,0,Check-Out,2017-07-04 +Resort Hotel,0,66,2017,January,2,10,0,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,37.0,0,1,Check-Out,2017-01-14 +Resort Hotel,0,1,2016,March,13,23,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,53.0,1,1,Check-Out,2016-03-24 +Resort Hotel,0,28,2016,October,43,18,0,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,43.89,0,1,Check-Out,2016-10-20 +City Hotel,0,6,2016,November,47,13,1,0,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,F,F,0,No Deposit,45.0,,0,Transient,0.0,0,0,Check-Out,2016-11-14 +City Hotel,0,75,2016,November,45,2,1,4,2,0.0,0,SC,SRB,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,2,Check-Out,2016-11-07 +City Hotel,0,92,2016,November,46,11,0,1,2,0.0,0,BB,THA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,364.0,,0,Transient-Party,90.0,0,0,Check-Out,2016-11-12 +Resort Hotel,0,197,2017,July,28,15,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,164.63,1,2,Check-Out,2017-07-21 +Resort Hotel,0,105,2017,April,17,27,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,108.33,0,1,Check-Out,2017-04-30 +Resort Hotel,0,0,2016,June,23,3,0,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,136.0,1,1,Check-Out,2016-06-05 +City Hotel,0,60,2016,November,47,19,1,1,1,0.0,0,BB,NLD,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,98.1,0,1,Check-Out,2016-11-21 +City Hotel,0,48,2016,September,40,27,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1,Check-Out,2016-09-28 +City Hotel,0,67,2016,April,14,1,1,2,2,0.0,0,SC,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,75.65,0,0,Check-Out,2016-04-04 +City Hotel,0,121,2017,May,21,27,2,4,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,168.0,,0,Transient,89.1,0,2,Check-Out,2017-06-02 +City Hotel,0,75,2016,August,33,12,2,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,149.4,0,1,Check-Out,2016-08-17 +City Hotel,0,12,2015,August,32,5,0,3,2,0.0,0,BB,RUS,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,38.0,0,Transient-Party,65.0,0,0,Check-Out,2015-08-08 +City Hotel,0,49,2016,November,45,2,0,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-11-06 +City Hotel,0,5,2016,August,35,21,2,1,2,0.0,0,BB,AUT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient,72.25,0,0,Check-Out,2016-08-24 +City Hotel,0,215,2017,July,28,13,0,3,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.9,0,1,Check-Out,2017-07-16 +City Hotel,0,23,2017,July,31,30,2,0,2,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,120.0,0,1,Check-Out,2017-08-01 +City Hotel,0,99,2016,May,21,19,2,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,187.85,0,0,Check-Out,2016-05-24 +City Hotel,1,56,2017,May,20,17,0,1,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,7.0,,0,Transient,108.0,0,0,No-Show,2017-05-17 +City Hotel,0,59,2016,November,45,2,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,71.1,0,2,Check-Out,2016-11-05 +City Hotel,0,17,2015,October,40,2,1,2,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,113.33,0,1,Check-Out,2015-10-05 +City Hotel,0,35,2017,May,19,8,1,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,262.0,,0,Transient,99.0,0,2,Check-Out,2017-05-11 +City Hotel,0,6,2017,June,24,12,1,0,1,0.0,0,BB,FIN,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,144.0,0,0,Check-Out,2017-06-13 +Resort Hotel,0,287,2015,October,42,15,1,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,2,No Deposit,,223.0,0,Transient-Party,49.0,1,0,Check-Out,2015-10-19 +City Hotel,0,23,2017,May,20,15,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,96.0,0,1,Check-Out,2017-05-17 +Resort Hotel,0,230,2017,May,22,29,1,4,2,0.0,0,HB,HRV,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,75.0,,0,Transient,77.35,0,1,Check-Out,2017-06-03 +City Hotel,0,7,2017,March,12,22,2,9,2,0.0,1,BB,PRT,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient,212.73,0,2,Check-Out,2017-04-02 +City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,Check-Out,2016-06-26 +City Hotel,0,17,2016,September,37,8,0,1,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,E,1,No Deposit,7.0,,0,Transient,118.58,0,1,Check-Out,2016-09-09 +City Hotel,0,58,2016,June,24,10,1,2,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,D,2,No Deposit,9.0,,0,Transient,116.1,0,1,Check-Out,2016-06-13 +City Hotel,0,30,2017,May,18,1,1,3,2,0.0,0,BB,LUX,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,179.0,0,0,Check-Out,2017-05-05 +City Hotel,1,258,2015,July,27,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,0,66,2016,April,14,1,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,92.7,0,1,Check-Out,2016-04-04 +City Hotel,0,160,2017,August,35,29,0,5,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,153.9,0,0,Check-Out,2017-09-03 +City Hotel,0,0,2016,August,32,2,0,1,2,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,129.0,0,0,Check-Out,2016-08-03 +Resort Hotel,0,13,2016,April,18,25,1,1,1,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,89.0,1,1,Check-Out,2016-04-27 +City Hotel,0,57,2016,November,46,11,0,2,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Check-Out,2016-11-13 +Resort Hotel,0,156,2017,May,19,8,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,E,E,0,No Deposit,434.0,,0,Transient-Party,102.0,0,0,Check-Out,2017-05-15 +Resort Hotel,0,235,2017,July,27,3,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,106.85,0,0,Check-Out,2017-07-17 +Resort Hotel,0,2,2017,April,16,18,0,2,2,0.0,0,BB,CHE,Direct,TA/TO,0,0,0,E,E,1,No Deposit,,,0,Transient,125.0,0,2,Check-Out,2017-04-20 +City Hotel,0,3,2016,March,12,14,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,221.0,0,Transient,79.0,0,0,Check-Out,2016-03-16 +Resort Hotel,0,63,2017,February,5,4,4,10,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,39.84,0,1,Check-Out,2017-02-18 +Resort Hotel,0,23,2016,August,36,29,1,2,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,212.0,0,1,Check-Out,2016-09-01 +City Hotel,1,49,2016,November,47,14,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,80.0,0,0,No-Show,2016-11-14 +City Hotel,0,186,2016,July,30,18,1,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,1,1,Check-Out,2016-07-21 +City Hotel,0,14,2015,August,35,24,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,90.0,0,1,Check-Out,2015-08-28 +City Hotel,0,12,2017,January,3,16,1,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,Check-Out,2017-01-18 +Resort Hotel,0,7,2017,May,21,23,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,127.0,,0,Transient-Party,49.6,0,0,Check-Out,2017-05-25 +City Hotel,0,16,2016,November,46,6,2,3,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,169.6,0,1,Check-Out,2016-11-11 +Resort Hotel,0,12,2017,August,34,21,1,3,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,256.0,0,2,Check-Out,2017-08-25 +City Hotel,0,32,2017,February,7,17,1,2,3,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,105.0,0,0,Check-Out,2017-02-20 +City Hotel,0,79,2017,July,29,18,0,3,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,120.0,0,1,Check-Out,2017-07-21 +City Hotel,0,66,2016,July,31,29,0,1,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.7,0,0,Check-Out,2016-07-30 +Resort Hotel,0,6,2016,February,9,21,3,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Transient,48.75,1,0,Check-Out,2016-02-29 +City Hotel,0,0,2017,January,5,31,0,1,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,1,0,0,A,D,0,No Deposit,94.0,,0,Transient,65.0,0,1,Check-Out,2017-02-01 +City Hotel,0,4,2016,February,7,12,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0,Check-Out,2016-02-16 +City Hotel,1,117,2016,August,35,24,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,72.25,0,0,No-Show,2016-08-24 +Resort Hotel,0,2,2017,February,7,18,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,67.0,1,1,Check-Out,2017-02-19 +Resort Hotel,0,23,2017,February,6,8,0,4,2,0.0,0,HB,ITA,Direct,Direct,0,0,0,A,D,1,No Deposit,250.0,,0,Transient,76.0,0,0,Check-Out,2017-02-12 +City Hotel,0,181,2017,August,35,27,2,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,Check-Out,2017-08-30 +Resort Hotel,0,0,2016,February,9,23,0,2,1,0.0,0,BB,PRT,Complementary,TA/TO,0,0,0,E,E,0,No Deposit,15.0,,0,Transient,0.0,0,0,Check-Out,2016-02-25 +City Hotel,0,36,2016,September,38,11,2,3,1,0.0,0,BB,ITA,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,186.0,0,Transient,110.0,0,0,Check-Out,2016-09-16 +City Hotel,0,58,2016,January,5,27,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,87.0,,0,Transient-Party,81.0,0,0,Check-Out,2016-01-29 +City Hotel,0,256,2016,October,43,16,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,333.0,0,Transient-Party,100.75,0,0,Check-Out,2016-10-21 +Resort Hotel,0,0,2015,October,41,6,0,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2015-10-06 +City Hotel,0,97,2016,March,13,24,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,64.98,0,1,Check-Out,2016-03-28 +City Hotel,0,5,2015,August,33,10,1,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,90.0,0,1,Check-Out,2015-08-16 +Resort Hotel,0,24,2015,October,40,1,0,3,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,93.0,1,2,Check-Out,2015-10-04 +Resort Hotel,0,0,2016,October,43,21,0,1,2,0.0,0,BB,HUN,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,60.87,0,1,Check-Out,2016-10-22 +Resort Hotel,0,37,2015,August,36,30,2,1,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,115.2,1,0,Check-Out,2015-09-02 +City Hotel,0,194,2016,September,38,12,1,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,101.4,0,1,Check-Out,2016-09-16 +City Hotel,0,4,2016,May,19,2,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,B,1,No Deposit,,221.0,0,Transient,95.0,0,0,Check-Out,2016-05-04 +Resort Hotel,0,17,2016,August,34,15,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,242.33,0,1,Check-Out,2016-08-18 +City Hotel,0,44,2016,January,1,2,2,1,2,0.0,0,HB,ITA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,98.0,0,0,Check-Out,2016-01-05 +City Hotel,0,97,2016,April,18,25,1,3,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,80.75,0,1,Check-Out,2016-04-29 +Resort Hotel,0,44,2015,October,40,3,4,6,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Contract,77.84,0,0,Check-Out,2015-10-13 +Resort Hotel,0,124,2016,October,43,22,2,2,2,0.0,0,BB,SWE,Groups,TA/TO,0,0,0,E,E,2,No Deposit,,,0,Transient-Party,75.0,1,2,Check-Out,2016-10-26 +City Hotel,0,128,2017,May,21,26,0,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient-Party,135.0,0,2,Check-Out,2017-05-28 +City Hotel,0,4,2017,January,4,24,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,420.0,0,Transient,89.0,1,0,Check-Out,2017-01-25 +Resort Hotel,0,21,2015,November,48,24,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,38.4,0,2,Check-Out,2015-11-25 +Resort Hotel,0,2,2017,July,28,14,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,213.33,0,1,Check-Out,2017-07-17 +City Hotel,0,0,2016,May,22,24,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,141.0,0,0,Check-Out,2016-05-25 +Resort Hotel,0,29,2016,September,38,12,1,3,2,0.0,0,BB,,Online TA,TA/TO,0,0,0,G,G,1,No Deposit,240.0,,0,Transient,208.0,1,1,Check-Out,2016-09-16 +City Hotel,0,139,2016,August,33,7,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,123.3,0,1,Check-Out,2016-08-10 +Resort Hotel,0,79,2016,December,51,11,2,2,2,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,52.4,0,0,Check-Out,2016-12-15 +Resort Hotel,1,37,2017,February,8,25,2,2,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,77.0,0,1,No-Show,2017-02-25 +City Hotel,0,65,2017,January,1,1,2,4,2,2.0,0,BB,CHE,Direct,Direct,0,0,0,F,F,1,No Deposit,14.0,,0,Transient,152.5,0,0,Check-Out,2017-01-07 +City Hotel,0,2,2015,August,33,11,0,2,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,62.8,0,0,Check-Out,2015-08-13 +City Hotel,0,32,2015,October,44,26,1,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,27.0,,0,Transient,68.0,0,1,Check-Out,2015-10-31 +City Hotel,0,3,2016,February,6,1,1,1,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.0,0,1,Check-Out,2016-02-03 +City Hotel,0,0,2017,July,30,25,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,160.0,0,0,Check-Out,2017-07-28 +Resort Hotel,0,36,2015,November,45,7,2,6,2,0.0,0,BB,AUT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,185.0,281.0,0,Transient-Party,43.2,0,0,Check-Out,2015-11-15 +City Hotel,0,44,2016,January,1,2,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,98.0,0,0,Check-Out,2016-01-05 +Resort Hotel,0,88,2016,March,10,4,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient,36.0,0,0,Check-Out,2016-03-05 +Resort Hotel,0,166,2017,June,26,25,4,10,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,243.0,,0,Transient,110.0,0,0,Check-Out,2017-07-09 +City Hotel,0,98,2016,October,45,30,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.45,0,1,Check-Out,2016-11-03 +Resort Hotel,0,162,2016,October,41,4,2,5,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,E,E,2,No Deposit,242.0,,0,Transient,87.86,0,1,Check-Out,2016-10-11 +Resort Hotel,0,155,2015,October,44,31,0,1,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,36.0,1,0,Check-Out,2015-11-01 +City Hotel,0,109,2017,March,12,19,2,5,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,5,Transient-Party,65.0,0,0,Check-Out,2017-03-26 +City Hotel,0,11,2017,February,7,13,1,3,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,83.8,0,0,Check-Out,2017-02-17 +Resort Hotel,0,29,2017,March,13,29,0,4,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,67.5,0,2,Check-Out,2017-04-02 +City Hotel,0,25,2016,September,38,11,2,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,79.0,,0,Transient,88.0,0,0,Check-Out,2016-09-13 +Resort Hotel,0,43,2017,May,18,4,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,169.0,0,Transient,50.0,0,0,Check-Out,2017-05-05 +Resort Hotel,1,92,2016,July,29,16,4,6,2,0.0,0,HB,PRT,Direct,Direct,0,1,1,E,E,0,No Deposit,,,0,Transient,195.0,0,0,Canceled,2016-06-15 +Resort Hotel,0,194,2016,August,33,7,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient,97.4,0,1,Check-Out,2016-08-11 +City Hotel,0,137,2017,March,10,6,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,80.0,0,1,Check-Out,2017-03-08 +Resort Hotel,0,0,2017,May,22,29,1,0,1,0.0,0,BB,PRT,Corporate,TA/TO,1,0,3,A,A,0,No Deposit,,39.0,0,Transient,52.0,1,1,Check-Out,2017-05-30 +City Hotel,0,4,2016,January,2,4,1,0,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.0,0,1,Check-Out,2016-01-05 +City Hotel,0,120,2017,August,34,20,2,2,2,0.0,0,BB,AUT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,112.5,0,0,Check-Out,2017-08-24 +City Hotel,0,8,2016,October,45,30,2,0,1,0.0,0,SC,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,110.0,0,1,Check-Out,2016-11-01 +City Hotel,0,1,2017,May,19,9,0,1,1,0.0,0,BB,ESP,Online TA,GDS,0,0,0,D,D,0,No Deposit,195.0,,0,Transient,110.0,0,0,Check-Out,2017-05-10 +City Hotel,0,230,2016,August,35,25,1,3,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,158.95,0,0,Check-Out,2016-08-29 +City Hotel,0,46,2015,November,45,6,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,28.0,,0,Transient,60.0,0,1,Check-Out,2015-11-09 +City Hotel,0,260,2015,July,27,4,2,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,Check-Out,2015-07-08 +Resort Hotel,1,103,2017,March,13,27,1,1,2,0.0,0,BB,PRT,Groups,Corporate,0,0,0,D,D,0,Non Refund,495.0,,0,Transient,65.0,0,0,Canceled,2016-12-23 +City Hotel,0,5,2015,September,36,2,0,1,1,1.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,42.0,,0,Transient-Party,60.0,0,1,Check-Out,2015-09-03 +City Hotel,0,19,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-07-29 +City Hotel,0,32,2015,November,47,20,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,73.0,0,0,Check-Out,2015-11-22 +Resort Hotel,0,29,2017,February,8,25,1,1,2,0.0,0,BB,PRT,Online TA,Direct,1,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,58.0,0,2,Check-Out,2017-02-27 +City Hotel,0,11,2016,February,7,13,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,1,No Deposit,,,0,Transient,95.0,0,2,Check-Out,2016-02-14 +City Hotel,0,41,2016,December,49,1,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,89.0,,0,Transient,66.88,0,0,Check-Out,2016-12-04 +City Hotel,1,76,2017,July,27,2,1,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,403.0,,0,Transient,80.1,0,0,Canceled,2017-04-17 +Resort Hotel,0,0,2016,January,5,26,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,39.0,0,0,Check-Out,2016-01-27 +City Hotel,0,20,2016,May,22,28,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,143.0,0,1,Check-Out,2016-05-30 +Resort Hotel,0,8,2017,May,20,14,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,314.0,,0,Transient-Party,91.18,0,1,Check-Out,2017-05-18 +City Hotel,0,81,2016,November,46,6,2,2,1,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,146.6,0,1,Check-Out,2016-11-10 +Resort Hotel,0,146,2017,June,24,15,0,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient-Party,154.0,0,1,Check-Out,2017-06-17 +City Hotel,0,151,2017,March,12,20,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,Check-Out,2017-03-22 +City Hotel,0,140,2017,April,17,28,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,130.0,0,1,Check-Out,2017-05-02 +City Hotel,0,111,2017,April,14,3,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,Check-Out,2017-04-05 +Resort Hotel,0,37,2017,August,35,28,1,4,2,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,C,C,1,No Deposit,240.0,,0,Transient,298.0,1,3,Check-Out,2017-09-02 +Resort Hotel,1,25,2017,February,8,24,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0,Canceled,2017-02-14 +City Hotel,0,100,2016,August,35,26,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.3,0,1,Check-Out,2016-08-30 +City Hotel,0,12,2016,May,23,29,2,0,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,97.02,0,1,Check-Out,2016-05-31 +City Hotel,0,41,2015,September,36,4,0,1,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,39.0,,38,Transient-Party,83.0,0,0,Check-Out,2015-09-05 +Resort Hotel,0,10,2017,January,2,12,0,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,Check-Out,2017-01-15 +City Hotel,0,9,2016,April,16,12,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,131.0,0,1,Check-Out,2016-04-13 +City Hotel,0,18,2015,August,34,22,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,75.0,0,1,Check-Out,2015-08-23 +City Hotel,0,24,2016,March,13,26,2,1,2,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,100.0,0,1,Check-Out,2016-03-29 +Resort Hotel,0,33,2017,March,10,6,1,0,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,360.0,,0,Transient,65.45,0,0,Check-Out,2017-03-07 +Resort Hotel,0,285,2016,August,32,1,1,3,2,2.0,0,BB,LUX,Direct,Direct,0,0,0,G,G,0,No Deposit,,,0,Transient,153.25,0,1,Check-Out,2016-08-05 +City Hotel,0,116,2017,March,12,24,0,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,90.0,0,0,Check-Out,2017-03-26 +City Hotel,0,16,2016,January,5,27,0,1,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,A,1,No Deposit,91.0,,0,Transient,80.0,0,0,Check-Out,2016-01-28 +City Hotel,0,92,2016,March,12,18,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.3,0,0,Check-Out,2016-03-20 +City Hotel,0,15,2016,December,50,10,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.5,0,0,Check-Out,2016-12-12 +City Hotel,0,164,2015,October,40,2,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,19.0,,0,Transient-Party,100.0,0,0,Check-Out,2015-10-04 +City Hotel,0,11,2017,March,9,3,1,2,2,0.0,0,BB,BRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,88.2,1,0,Check-Out,2017-03-06 +City Hotel,0,170,2017,July,29,17,1,4,2,0.0,0,BB,IND,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,116.1,0,1,Check-Out,2017-07-22 +City Hotel,0,275,2016,September,39,23,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,D,2,No Deposit,9.0,,0,Transient,118.2,0,2,Check-Out,2016-09-26 +City Hotel,0,14,2015,October,43,20,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,114.0,0,2,Check-Out,2015-10-24 +City Hotel,0,29,2017,May,19,9,0,2,1,0.0,0,BB,POL,Groups,TA/TO,0,0,0,A,A,4,No Deposit,39.0,,0,Transient-Party,130.0,0,0,Check-Out,2017-05-11 +Resort Hotel,0,0,2016,February,6,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,,0,Transient,39.0,0,1,Check-Out,2016-02-02 +City Hotel,0,83,2016,May,19,1,2,3,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,145.5,1,0,Check-Out,2016-05-06 +Resort Hotel,0,66,2015,December,49,5,1,1,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,155.0,,0,Transient-Party,64.0,0,0,Check-Out,2015-12-07 +City Hotel,1,67,2016,October,43,19,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,117.6,0,0,Canceled,2016-08-13 +Resort Hotel,0,125,2015,August,34,19,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,134.0,1,0,Check-Out,2015-08-24 +Resort Hotel,0,225,2016,May,22,26,0,3,1,0.0,0,BB,GBR,Groups,Direct,0,0,0,A,A,2,No Deposit,,223.0,0,Transient-Party,60.0,0,0,Check-Out,2016-05-29 +City Hotel,0,169,2017,August,32,8,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient-Party,175.5,0,1,Check-Out,2017-08-11 +Resort Hotel,0,0,2015,November,47,17,0,4,1,0.0,0,HB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,20.0,0,Transient-Party,42.0,0,0,Check-Out,2015-11-21 +City Hotel,0,84,2015,October,42,16,1,2,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,89.25,0,2,Check-Out,2015-10-19 +Resort Hotel,0,63,2017,May,20,15,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,100.0,0,1,Check-Out,2017-05-18 +Resort Hotel,0,60,2015,October,44,26,1,4,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,66.0,0,2,Check-Out,2015-10-31 +Resort Hotel,0,5,2017,May,20,15,1,0,1,0.0,0,BB,GBR,Complementary,TA/TO,1,0,1,E,E,0,No Deposit,40.0,,0,Transient,0.0,1,2,Check-Out,2017-05-16 +City Hotel,0,102,2015,October,42,16,0,2,2,0.0,0,HB,AUT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Check-Out,2015-10-18 +City Hotel,0,0,2017,February,8,21,0,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,D,F,0,No Deposit,,,0,Transient,0.0,0,1,Check-Out,2017-02-22 +City Hotel,0,0,2015,September,39,20,2,0,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Group,65.0,0,0,Check-Out,2015-09-22 +Resort Hotel,0,183,2016,November,47,18,1,2,2,0.0,0,HB,GBR,Groups,TA/TO,0,0,0,A,I,0,No Deposit,411.0,,116,Transient-Party,52.0,0,0,Check-Out,2016-11-21 +Resort Hotel,0,1,2016,December,49,3,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,65.0,0,0,Check-Out,2016-12-04 +City Hotel,0,149,2016,June,26,25,2,1,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,1,Check-Out,2016-06-28 +Resort Hotel,0,239,2015,September,38,19,1,1,2,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,C,0,No Deposit,248.0,,0,Transient-Party,80.0,0,0,Check-Out,2015-09-21 +Resort Hotel,0,121,2016,September,40,25,2,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,98.75,0,1,Check-Out,2016-09-30 +City Hotel,0,116,2017,March,12,24,0,2,2,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient-Party,100.0,0,1,Check-Out,2017-03-26 +City Hotel,0,164,2016,September,40,30,2,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.9,0,1,Check-Out,2016-10-04 +City Hotel,0,45,2016,July,28,9,2,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,145.35,0,2,Check-Out,2016-07-13 +Resort Hotel,0,5,2017,May,22,28,2,0,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,88.0,1,0,Check-Out,2017-05-30 +City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,Canceled,2016-11-21 +Resort Hotel,0,0,2016,April,17,19,0,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,240.0,,0,Transient,77.0,0,0,Check-Out,2016-04-20 +City Hotel,0,247,2016,June,24,6,1,1,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-06-08 +City Hotel,0,113,2017,July,29,17,1,1,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,1,Check-Out,2017-07-19 +City Hotel,0,36,2016,January,4,19,0,2,1,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,D,2,No Deposit,19.0,,0,Transient-Party,71.0,0,0,Check-Out,2016-01-21 +Resort Hotel,0,36,2017,May,22,28,2,1,2,0.0,0,BB,FIN,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,142.0,1,2,Check-Out,2017-05-31 +Resort Hotel,0,7,2017,August,33,17,2,3,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,246.0,0,2,Check-Out,2017-08-22 +Resort Hotel,0,20,2016,January,2,4,2,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,58.8,1,2,Check-Out,2016-01-11 +City Hotel,0,80,2017,July,27,6,2,4,1,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,120.0,0,1,Check-Out,2017-07-12 +City Hotel,0,17,2016,September,38,11,2,0,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,124.0,0,1,Check-Out,2016-09-13 +Resort Hotel,0,9,2017,April,16,19,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,1,A,A,0,No Deposit,,,0,Transient,83.0,0,0,Check-Out,2017-04-20 +City Hotel,0,70,2017,February,7,15,0,4,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,242.0,0,Transient-Party,78.0,0,0,Check-Out,2017-02-19 +City Hotel,0,16,2015,September,39,25,2,3,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,170.0,0,0,Check-Out,2015-09-30 +City Hotel,0,32,2016,February,6,5,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,89.3,0,1,Check-Out,2016-02-07 +Resort Hotel,0,121,2017,May,20,20,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,40.0,,0,Contract,52.95,0,0,Check-Out,2017-05-27 +Resort Hotel,0,15,2017,June,22,1,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,105.0,0,2,Check-Out,2017-06-05 +City Hotel,0,288,2017,July,29,18,0,2,1,2.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,8.0,,0,Transient,153.0,0,1,Check-Out,2017-07-20 +City Hotel,0,13,2017,August,32,6,1,0,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,160.0,0,1,Check-Out,2017-08-07 +Resort Hotel,0,18,2016,October,42,11,0,1,2,0.0,0,BB,GBR,Direct,Direct,0,0,1,A,A,0,No Deposit,,,0,Transient,0.0,0,1,Check-Out,2016-10-12 +Resort Hotel,0,19,2015,October,41,10,1,1,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,117.0,0,3,Check-Out,2015-10-12 +City Hotel,0,82,2017,January,1,7,6,16,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,4,Check-Out,2017-01-29 +Resort Hotel,0,5,2015,November,48,22,2,0,1,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,40.0,0,1,Check-Out,2015-11-24 +City Hotel,0,28,2017,June,25,20,0,3,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,A,1,No Deposit,,357.0,0,Transient,130.5,0,0,Check-Out,2017-06-23 +City Hotel,0,70,2016,June,23,3,0,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,B,B,0,No Deposit,20.0,,0,Transient-Party,100.0,0,0,Check-Out,2016-06-05 +City Hotel,0,22,2015,November,47,17,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,1,No Deposit,,127.0,0,Transient-Party,62.0,0,1,Check-Out,2015-11-18 +City Hotel,0,120,2016,August,32,5,4,10,2,2.0,0,BB,FRA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,220.0,1,1,Check-Out,2016-08-19 +Resort Hotel,0,0,2017,January,2,12,0,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,241.0,,0,Transient,35.11,0,1,Check-Out,2017-01-13 +City Hotel,0,7,2017,July,30,23,2,1,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,Check-Out,2017-07-26 +Resort Hotel,0,13,2016,August,33,8,2,5,3,0.0,0,HB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,161.1,0,2,Check-Out,2016-08-15 +City Hotel,0,74,2016,April,14,1,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,59.37,0,0,Check-Out,2016-04-05 +City Hotel,0,115,2016,February,9,27,2,2,1,0.0,0,BB,MOZ,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,134.0,,0,Transient-Party,76.0,0,1,Check-Out,2016-03-02 +City Hotel,0,184,2017,August,34,20,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.0,0,0,Check-Out,2017-08-24 +City Hotel,0,98,2017,April,14,2,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,130.5,0,0,Check-Out,2017-04-06 +Resort Hotel,0,193,2017,May,20,15,2,5,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,243.0,,0,Contract,68.95,0,0,Check-Out,2017-05-22 +City Hotel,0,29,2016,March,11,8,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,86.93,0,1,Check-Out,2016-03-11 +City Hotel,0,277,2016,September,37,5,2,5,2,0.0,0,HB,NOR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,89.14,0,1,Check-Out,2016-09-12 +City Hotel,0,56,2015,September,39,25,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,F,0,No Deposit,44.0,,0,Transient-Party,185.0,0,0,Check-Out,2015-09-29 +Resort Hotel,0,1,2017,May,22,31,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,C,0,No Deposit,,195.0,0,Transient,75.0,0,0,Check-Out,2017-06-01 +City Hotel,0,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-08-20 +City Hotel,0,7,2017,February,9,26,2,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,69.77,0,0,Check-Out,2017-03-04 +City Hotel,0,197,2016,August,33,11,0,1,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,86.9,0,1,Check-Out,2016-08-12 +Resort Hotel,0,147,2016,May,19,5,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,52.2,0,1,Check-Out,2016-05-12 +Resort Hotel,0,162,2016,March,13,24,0,3,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,84.0,0,0,Check-Out,2016-03-27 +Resort Hotel,0,28,2016,May,23,29,2,5,2,0.0,0,HB,IRL,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,148.07,0,0,Check-Out,2016-06-05 +Resort Hotel,1,58,2016,March,13,24,0,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,115.0,0,0,Canceled,2016-01-27 +Resort Hotel,0,60,2017,January,1,1,4,5,2,0.0,0,HB,FRA,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,90.6,0,1,Check-Out,2017-01-10 +Resort Hotel,0,102,2016,April,18,30,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,45.66,0,1,Check-Out,2016-05-06 +City Hotel,0,1,2016,December,49,3,1,1,2,1.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,189.0,1,2,Check-Out,2016-12-05 +City Hotel,0,89,2017,April,14,8,2,5,2,1.0,0,HB,FRA,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,180.63,0,0,Check-Out,2017-04-15 +Resort Hotel,0,74,2015,August,36,30,2,3,3,0.0,0,BB,IRL,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient-Party,161.8,0,2,Check-Out,2015-09-04 +City Hotel,0,38,2016,June,27,27,1,3,2,0.0,0,SC,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,63.75,0,0,Check-Out,2016-07-01 +City Hotel,1,203,2016,December,53,30,2,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,120.7,0,0,Canceled,2016-08-12 +Resort Hotel,0,0,2015,November,45,5,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,12.0,0,Transient,35.0,0,0,Check-Out,2015-11-06 +City Hotel,0,34,2016,October,41,2,2,0,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,122.45,0,1,Check-Out,2016-10-04 +Resort Hotel,0,29,2016,May,19,2,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,95.0,0,1,Check-Out,2016-05-05 +Resort Hotel,0,4,2017,April,17,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,0,No Deposit,,112.0,0,Transient,45.0,0,0,Check-Out,2017-04-28 +City Hotel,0,25,2017,August,34,26,1,1,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,184.5,0,3,Check-Out,2017-08-28 +Resort Hotel,0,28,2016,February,7,10,2,6,2,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient,55.0,0,0,Check-Out,2016-02-18 +Resort Hotel,0,168,2017,March,12,20,1,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,177.0,,0,Transient,30.6,0,0,Check-Out,2017-03-23 +Resort Hotel,0,14,2015,November,48,26,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,64.0,1,1,Check-Out,2015-11-29 +City Hotel,0,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-08-20 +Resort Hotel,0,187,2016,April,16,11,3,7,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,108.0,0,2,Check-Out,2016-04-21 +Resort Hotel,0,57,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,305.0,,0,Transient,107.0,0,0,Check-Out,2015-07-17 +City Hotel,0,21,2017,March,11,14,0,1,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,2,No Deposit,254.0,,0,Transient-Party,251.0,0,0,Check-Out,2017-03-15 +City Hotel,1,97,2016,March,11,12,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,Canceled,2016-02-22 +Resort Hotel,0,125,2016,March,13,20,2,5,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,E,F,1,No Deposit,,,0,Transient,76.0,1,3,Check-Out,2016-03-27 +Resort Hotel,0,0,2015,December,51,14,1,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,32.0,0,0,Check-Out,2015-12-18 +City Hotel,0,49,2016,May,23,30,1,0,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1,Check-Out,2016-05-31 +Resort Hotel,0,79,2016,November,47,17,1,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,2,Check-Out,2016-11-21 +City Hotel,0,243,2016,September,40,27,2,6,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,80.75,0,0,Check-Out,2016-10-05 +City Hotel,0,24,2016,March,13,26,2,1,2,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,100.0,0,0,Check-Out,2016-03-29 +City Hotel,0,335,2016,October,42,13,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,80.0,0,0,Check-Out,2016-10-16 +City Hotel,0,56,2017,April,15,10,1,2,2,1.0,0,HB,ESP,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,195.0,1,3,Check-Out,2017-04-13 +City Hotel,0,12,2015,November,46,10,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.0,0,0,Check-Out,2015-11-14 +Resort Hotel,0,245,2017,February,7,12,2,3,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,E,E,0,No Deposit,250.0,,0,Transient,55.8,0,0,Check-Out,2017-02-17 +Resort Hotel,0,27,2017,January,3,16,1,2,1,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient-Party,55.0,0,0,Check-Out,2017-01-19 +Resort Hotel,0,1,2016,February,7,12,0,2,2,0.0,0,Undefined,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,134.0,,0,Transient-Party,70.0,0,0,Check-Out,2016-02-14 +Resort Hotel,0,40,2017,January,3,16,1,1,1,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient-Party,55.0,0,0,Check-Out,2017-01-18 +Resort Hotel,1,208,2016,August,32,2,4,12,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Transient,141.1,0,0,Canceled,2016-01-11 +City Hotel,0,40,2015,August,33,15,2,2,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-08-19 +Resort Hotel,0,339,2016,October,42,11,2,5,1,0.0,0,BB,GBR,Groups,Direct,0,0,0,A,A,1,Refundable,273.0,,150,Transient-Party,44.36,0,0,Check-Out,2016-10-18 +Resort Hotel,0,87,2017,July,28,10,1,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,202.0,0,1,Check-Out,2017-07-12 +City Hotel,0,176,2017,July,27,7,0,1,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,A,D,2,No Deposit,14.0,,0,Transient-Party,95.63,0,1,Check-Out,2017-07-08 +City Hotel,0,349,2016,October,41,4,1,5,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,58.0,,162,Transient-Party,123.33,0,0,Check-Out,2016-10-10 +City Hotel,0,65,2016,December,52,21,0,4,3,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,22.0,,0,Transient,122.65,0,0,Check-Out,2016-12-25 +City Hotel,0,1,2015,August,33,11,0,1,1,0.0,0,BB,GRC,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,38.0,0,Transient-Party,70.0,0,0,Check-Out,2015-08-12 +City Hotel,0,10,2016,February,6,6,2,1,3,0.0,0,BB,ITA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,132.5,0,2,Check-Out,2016-02-09 +Resort Hotel,0,131,2017,April,16,16,2,5,2,0.0,0,HB,CHE,Groups,TA/TO,0,0,0,A,A,0,No Deposit,493.0,,0,Contract,80.0,0,1,Check-Out,2017-04-23 +City Hotel,0,39,2016,November,46,11,2,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,73.81,0,1,Check-Out,2016-11-16 +City Hotel,0,32,2015,November,47,20,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,119.0,,0,Transient-Party,73.0,0,0,Check-Out,2015-11-22 +Resort Hotel,0,195,2016,September,39,22,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,53.85,0,0,Check-Out,2016-09-29 +City Hotel,0,115,2016,February,9,27,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,134.0,,0,Transient-Party,76.0,0,0,Check-Out,2016-03-02 +Resort Hotel,0,85,2015,September,38,16,2,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,5.0,,0,Transient,71.2,0,1,Check-Out,2015-09-23 +City Hotel,0,65,2016,September,37,6,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,98.1,0,0,Check-Out,2016-09-07 +City Hotel,0,47,2017,February,9,27,1,3,3,0.0,0,BB,BEL,Online TA,TA/TO,1,0,1,E,E,0,No Deposit,9.0,,0,Transient,125.8,0,2,Check-Out,2017-03-03 +City Hotel,0,1,2017,March,10,11,0,1,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,74.48,0,0,Check-Out,2017-03-12 +City Hotel,0,0,2017,January,4,22,1,0,1,0.0,0,BB,CYP,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,93.0,0,0,Check-Out,2017-01-23 +Resort Hotel,0,221,2015,October,41,10,1,1,2,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,C,0,No Deposit,208.0,,0,Transient-Party,74.0,0,1,Check-Out,2015-10-12 +City Hotel,0,106,2017,August,33,13,2,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,195.0,0,1,Check-Out,2017-08-18 +Resort Hotel,0,22,2017,July,31,31,1,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,225.0,0,2,Check-Out,2017-08-05 +Resort Hotel,0,34,2016,July,29,16,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,203.0,1,0,Check-Out,2016-07-21 +Resort Hotel,0,21,2015,August,33,13,2,3,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,D,E,0,No Deposit,,,0,Transient-Party,222.2,0,2,Check-Out,2015-08-18 +Resort Hotel,0,218,2017,May,19,8,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,82.0,1,1,Check-Out,2017-05-15 +City Hotel,0,51,2016,March,13,21,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,83.3,0,1,Check-Out,2016-03-25 +City Hotel,0,55,2016,November,48,23,0,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,89.0,,0,Transient,74.88,0,0,Check-Out,2016-11-24 +Resort Hotel,0,2,2016,July,29,15,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,0,No Deposit,,135.0,0,Transient,138.0,0,0,Check-Out,2016-07-17 +Resort Hotel,0,6,2016,March,13,23,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,66.5,1,1,Check-Out,2016-03-25 +City Hotel,0,7,2016,February,9,26,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.0,0,1,Check-Out,2016-02-28 +City Hotel,0,34,2015,September,38,13,2,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,94.95,0,1,Check-Out,2015-09-19 +City Hotel,0,48,2017,April,17,26,0,3,2,1.0,0,BB,IND,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,144.0,0,2,Check-Out,2017-04-29 +City Hotel,0,8,2016,January,5,27,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.2,0,1,Check-Out,2016-02-02 +Resort Hotel,0,77,2017,April,17,28,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,52.85,0,0,Check-Out,2017-05-05 +Resort Hotel,0,148,2017,July,28,9,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,92.4,1,1,Check-Out,2017-07-14 +Resort Hotel,0,3,2016,April,17,23,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,330.0,,0,Transient-Party,68.85,0,0,Check-Out,2016-04-24 +City Hotel,0,1,2017,August,34,21,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,140.0,0,0,Check-Out,2017-08-22 +City Hotel,0,65,2017,January,2,12,0,2,1,0.0,0,BB,DEU,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,366.0,0,Transient-Party,65.0,0,0,Check-Out,2017-01-14 +Resort Hotel,0,2,2017,May,20,20,0,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient-Party,108.0,0,1,Check-Out,2017-05-21 +Resort Hotel,0,262,2015,September,39,21,1,3,2,0.0,0,HB,BEL,Groups,Corporate,0,0,0,A,A,0,No Deposit,183.0,,0,Transient-Party,91.2,0,0,Check-Out,2015-09-25 +Resort Hotel,0,145,2016,July,31,25,3,6,2,0.0,0,BB,NLD,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,128.0,,0,Transient,121.7,0,0,Check-Out,2016-08-03 +City Hotel,0,180,2016,May,19,2,1,1,2,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,100.0,0,1,Check-Out,2016-05-04 +City Hotel,0,386,2016,October,44,23,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-10-25 +City Hotel,0,23,2016,May,19,2,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,7.0,,0,Transient,108.57,0,1,Check-Out,2016-05-05 +City Hotel,1,134,2017,February,8,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,30.0,,0,Transient-Party,75.0,0,0,No-Show,2017-02-25 +City Hotel,0,4,2017,July,29,17,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,19,A,C,0,No Deposit,,40.0,0,Transient,65.0,0,2,Check-Out,2017-07-19 +City Hotel,0,46,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2016-06-19 +City Hotel,0,0,2017,February,6,5,2,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,2,No Deposit,,,0,Transient,79.0,0,0,Check-Out,2017-02-07 +City Hotel,0,168,2015,September,37,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,Check-Out,2015-09-13 +City Hotel,0,212,2016,May,21,20,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,Check-Out,2016-05-25 +Resort Hotel,0,92,2017,April,13,1,1,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,48.0,0,1,Check-Out,2017-04-03 +City Hotel,0,35,2015,October,43,20,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,96.3,0,2,Check-Out,2015-10-24 +Resort Hotel,0,360,2016,August,34,18,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,59.8,0,0,Check-Out,2016-09-01 +Resort Hotel,0,332,2017,June,26,25,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,40.0,,0,Contract,64.42,0,0,Check-Out,2017-07-09 +Resort Hotel,0,0,2015,November,45,4,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,1,No Deposit,,,0,Transient-Party,40.0,0,0,Check-Out,2015-11-06 +Resort Hotel,0,264,2017,June,24,17,4,6,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,68.4,0,0,Check-Out,2017-06-27 +City Hotel,0,54,2017,February,9,28,0,4,3,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,116.88,0,0,Check-Out,2017-03-04 +Resort Hotel,0,0,2016,March,10,4,0,1,2,0.0,0,BB,FIN,Online TA,TA/TO,1,0,1,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0,Check-Out,2016-03-05 +Resort Hotel,0,95,2017,April,16,22,0,1,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,90.0,1,1,Check-Out,2017-04-23 +Resort Hotel,0,218,2017,August,34,22,1,5,2,0.0,0,HB,IRL,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,170.38,0,1,Check-Out,2017-08-28 +Resort Hotel,0,52,2015,July,30,20,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,152.43,0,0,Check-Out,2015-07-27 +City Hotel,0,164,2017,June,26,27,2,7,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,9.0,,0,Transient,183.5,0,1,Check-Out,2017-07-06 +City Hotel,0,4,2016,July,29,11,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,2,Check-Out,2016-07-12 +City Hotel,0,67,2017,May,18,2,0,3,2,0.0,0,BB,NOR,Groups,Corporate,0,0,0,A,A,0,No Deposit,,409.0,0,Transient-Party,120.0,0,0,Check-Out,2017-05-05 +Resort Hotel,0,30,2016,October,42,15,2,2,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,42.0,1,0,Check-Out,2016-10-19 +City Hotel,0,1,2016,June,24,10,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,132.0,0,0,Check-Out,2016-06-12 +Resort Hotel,0,3,2017,February,8,20,1,0,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,43.0,0,1,Check-Out,2017-02-21 +Resort Hotel,0,55,2015,September,40,29,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,69.0,,0,Contract,44.5,0,1,Check-Out,2015-10-06 +City Hotel,0,9,2016,August,36,29,1,4,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,128.4,0,2,Check-Out,2016-09-03 +City Hotel,0,66,2016,April,17,19,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,112.2,0,0,Check-Out,2016-04-23 +City Hotel,0,155,2016,June,27,26,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,1,Check-Out,2016-06-29 +City Hotel,1,288,2016,April,17,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..f299328cc7d3dd922051f698521de1d23aea6b85 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test_current.csv @@ -0,0 +1,16 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,23,2017,August,35,30,0,2,2,2.0,0,BB,IDN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,250.0,0,0,Canceled,2017-08-08 +City Hotel,1,69,2016,June,25,12,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,Canceled,2016-04-27 +City Hotel,1,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,1,258,2015,July,27,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,1,92,2016,July,29,16,4,6,2,0.0,0,HB,PRT,Direct,Direct,0,1,1,E,E,0,No Deposit,,,0,Transient,195.0,0,0,Canceled,2016-06-15 +Resort Hotel,1,103,2017,March,13,27,1,1,2,0.0,0,BB,PRT,Groups,Corporate,0,0,0,D,D,0,Non Refund,495.0,,0,Transient,65.0,0,0,Canceled,2016-12-23 +City Hotel,1,76,2017,July,27,2,1,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,403.0,,0,Transient,80.1,0,0,Canceled,2017-04-17 +Resort Hotel,1,25,2017,February,8,24,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0,Canceled,2017-02-14 +City Hotel,1,67,2016,October,43,19,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,117.6,0,0,Canceled,2016-08-13 +City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,Canceled,2016-11-21 +Resort Hotel,1,58,2016,March,13,24,0,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,115.0,0,0,Canceled,2016-01-27 +City Hotel,1,203,2016,December,53,30,2,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,120.7,0,0,Canceled,2016-08-12 +City Hotel,1,97,2016,March,11,12,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,Canceled,2016-02-22 +Resort Hotel,1,208,2016,August,32,2,4,12,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Transient,141.1,0,0,Canceled,2016-01-11 +City Hotel,1,288,2016,April,17,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/Hotel_booking_demand_B4_005_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/Hotel_booking_demand_B4_005_current.json new file mode 100644 index 0000000000000000000000000000000000000000..d5c405645ca4c9b05bceba22bd711cec8641b6f7 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/Hotel_booking_demand_B4_005_current.json @@ -0,0 +1,7375 @@ +{ + "id": "005", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "Hotel booking demand", + "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_005/test.csv", + "query": "We are planning a special promotion to try and win back some of our corporate clients who had bookings that didn't materialize. From our booking history I've provided, can you shortlist all the bookings that were made through the 'Corporate' market segment in the current data? Within that group, I need to identify the ones that ultimately resulted in a 'No-Show', as these are the relationships we should prioritize mending.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "006", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 0, + "arrival_date_year": 2015, + "arrival_date_month": "September", + "arrival_date_week_number": 37, + "arrival_date_day_of_month": 9, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 0, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Corporate", + "distribution_channel": "Corporate", + "is_repeated_guest": 1, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": null, + "company": 40.0, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 0.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2015-09-09" + } + }, + { + "scenario_id": "007", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 130, + "arrival_date_year": 2015, + "arrival_date_month": "August", + "arrival_date_week_number": 32, + "arrival_date_day_of_month": 8, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 5, + "adults": 2, + "children": 0.0, + "babies": 1, + "meal": "BB", + "country": "PRT", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 250.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 113.9, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2015-08-15" + } + }, + { + "scenario_id": "009", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 9, + "arrival_date_year": 2017, + "arrival_date_month": "April", + "arrival_date_week_number": 16, + "arrival_date_day_of_month": 19, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 1, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 1, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": null, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 83.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-04-20" + } + }, + { + "scenario_id": "012", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 193, + "arrival_date_year": 2016, + "arrival_date_month": "July", + "arrival_date_week_number": 28, + "arrival_date_day_of_month": 4, + "stays_in_weekend_nights": 3, + "stays_in_week_nights": 10, + "adults": 0, + "children": 2.0, + "babies": 0, + "meal": "BB", + "country": "DEU", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "B", + "assigned_room_type": "B", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 81.82, + "required_car_parking_spaces": 0, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-07-17" + } + }, + { + "scenario_id": "013", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 69, + "arrival_date_year": 2016, + "arrival_date_month": "March", + "arrival_date_week_number": 12, + "arrival_date_day_of_month": 16, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 4, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 6, + "deposit_type": "No Deposit", + "agent": 8.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 79.05, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2016-02-13" + } + }, + { + "scenario_id": "014", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 51, + "arrival_date_year": 2016, + "arrival_date_month": "August", + "arrival_date_week_number": 36, + "arrival_date_day_of_month": 31, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 4, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "GBR", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 7.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 90.2, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-09-05" + } + }, + { + "scenario_id": "016", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 179, + "arrival_date_year": 2015, + "arrival_date_month": "August", + "arrival_date_week_number": 34, + "arrival_date_day_of_month": 22, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 1, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "HB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 1, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 1.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 86.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-07-09" + } + }, + { + "scenario_id": "017", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 64, + "arrival_date_year": 2017, + "arrival_date_month": "August", + "arrival_date_week_number": 35, + "arrival_date_day_of_month": 31, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "GBR", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "F", + "assigned_room_type": "F", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 241.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 187.19, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-09-05" + } + }, + { + "scenario_id": "019", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 181, + "arrival_date_year": 2017, + "arrival_date_month": "July", + "arrival_date_week_number": 27, + "arrival_date_day_of_month": 7, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "GBR", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 2, + "deposit_type": "No Deposit", + "agent": 14.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 86.63, + "required_car_parking_spaces": 0, + "total_of_special_requests": 2, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-07-12" + } + }, + { + "scenario_id": "020", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 150, + "arrival_date_year": 2017, + "arrival_date_month": "March", + "arrival_date_week_number": 12, + "arrival_date_day_of_month": 24, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "ESP", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "E", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 6.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 37.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-03-28" + } + }, + { + "scenario_id": "022", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 62, + "arrival_date_year": 2015, + "arrival_date_month": "September", + "arrival_date_week_number": 39, + "arrival_date_day_of_month": 20, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 3, 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"stays_in_week_nights": 4, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "AGO", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 216.67, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Canceled", + "reservation_status_date": "2017-08-13" + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "ranking_ground_truth": { + "top_k_ids": [ + "035", + "043", + "066", + "071", + "073", + "079", + "083", + "203", + "216", + "299", + "307", + "316", + "411", + "440", + "461" + ] + }, + "active_filters": [ + { + "col": "market_segment", + "op": "==", + "val": "Corporate" + } + ], + "target_class_value": "no-show" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..2484da03396f7cf6e9b576989bb10ff4f18eeb44 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/current.csv @@ -0,0 +1,201 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date +City Hotel,0,0,2015,September,37,9,0,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,0,A,A,0,No Deposit,,40.0,0,Transient,0.0,0,0,2015-09-09 +Resort Hotel,0,130,2015,August,32,8,2,5,2,0.0,1,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,113.9,0,1,2015-08-15 +Resort Hotel,0,9,2017,April,16,19,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,1,A,A,0,No Deposit,,,0,Transient,83.0,0,0,2017-04-20 +City Hotel,0,193,2016,July,28,4,3,10,0,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,81.82,0,2,2016-07-17 +City Hotel,1,69,2016,March,12,16,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,6,No Deposit,8.0,,0,Transient,79.05,0,0,2016-02-13 +City Hotel,0,51,2016,August,36,31,1,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,90.2,0,1,2016-09-05 +City Hotel,1,179,2015,August,34,22,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,86.0,0,0,2015-07-09 +Resort Hotel,0,64,2017,August,35,31,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,187.19,0,1,2017-09-05 +City Hotel,0,181,2017,July,27,7,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,86.63,0,2,2017-07-12 +Resort Hotel,0,150,2017,March,12,24,2,2,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,E,0,No Deposit,6.0,,0,Transient,37.0,0,0,2017-03-28 +City Hotel,0,62,2015,September,39,20,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,68.72,0,0,2015-09-25 +City 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Deposit,9.0,,0,Transient,141.0,0,0,2016-04-20 +City Hotel,1,0,2016,May,21,18,0,1,1,0.0,0,BB,PRT,Corporate,Direct,0,0,0,A,E,2,No Deposit,,38.0,0,Transient-Party,163.18,0,0,2016-05-18 +City Hotel,0,35,2015,October,41,7,0,2,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,66.53,0,1,2015-10-09 +Resort Hotel,1,41,2016,August,33,12,2,2,2,1.0,0,BB,RUS,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,234.6,0,0,2016-08-08 +City Hotel,0,86,2015,September,37,9,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,68.0,0,Transient-Party,100.0,0,0,2015-09-11 +City Hotel,0,28,2017,April,16,21,0,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,93.5,0,0,2017-04-22 +Resort Hotel,0,38,2016,January,2,3,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,28.0,0,0,2016-01-07 +Resort Hotel,0,0,2016,April,16,13,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,E,0,No Deposit,,399.0,0,Transient,56.0,0,1,2016-04-14 +Resort Hotel,1,33,2015,November,45,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,1,A,A,0,No Deposit,,94.0,0,Transient,25.0,0,0,2015-11-01 +Resort Hotel,0,113,2017,June,22,2,2,6,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,145.0,0,1,2017-06-10 +City Hotel,0,15,2016,June,27,26,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,146.0,0,1,2016-06-29 +City Hotel,1,5,2015,August,35,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,40.0,0,Transient,65.0,0,0,2015-08-26 +Resort Hotel,1,0,2016,May,23,30,1,4,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,195.0,0,Transient,57.0,0,0,2016-05-30 +Resort Hotel,0,1,2017,July,31,31,1,4,1,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,242.0,,0,Transient,339.4,1,2,2017-08-05 +City Hotel,0,14,2017,March,11,15,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,65.0,1,1,2017-03-16 +City Hotel,1,8,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,2016-02-19 +Resort Hotel,0,135,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Direct,Direct,0,0,0,C,C,0,No Deposit,250.0,,0,Transient,222.0,0,1,2016-07-30 +City Hotel,1,105,2017,May,19,13,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,0,2017-05-03 +Resort Hotel,1,4,2017,April,17,24,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,E,0,No Deposit,,515.0,0,Transient,52.5,0,0,2017-04-24 +City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,2015-11-11 +Resort Hotel,0,374,2016,August,35,27,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,40.0,,0,Contract,85.3,0,0,2016-09-10 +City Hotel,0,92,2017,August,31,3,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,100.0,0,1,2017-08-06 +City Hotel,0,1,2017,May,19,9,0,1,1,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,130.0,0,0,2017-05-10 +City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,2016-01-18 +Resort Hotel,0,17,2016,December,53,26,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,154.0,0,Transient,27.0,0,0,2016-12-30 +City Hotel,0,12,2015,October,43,20,0,4,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Group,146.0,0,1,2015-10-24 +City Hotel,0,75,2017,January,4,22,2,3,3,0.0,0,BB,PAN,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,138.6,0,1,2017-01-27 +City Hotel,1,144,2016,July,27,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-07-01 +City Hotel,1,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +Resort Hotel,1,72,2017,January,3,20,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,62.0,0,0,2016-12-22 +Resort Hotel,0,41,2016,June,25,14,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,0.0,0,0,2016-06-16 +City Hotel,1,10,2017,February,9,27,1,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,2017-02-17 +City Hotel,0,38,2016,October,42,15,2,1,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,157.33,0,0,2016-10-18 +City Hotel,1,310,2017,April,17,23,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,75.0,0,0,2017-03-31 +City Hotel,0,62,2017,March,11,18,1,1,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,2017-03-20 +Resort Hotel,1,20,2016,October,45,30,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,64.1,0,1,2016-10-13 +City Hotel,0,23,2017,June,25,21,0,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,188.0,0,2,2017-06-22 +City Hotel,0,2,2015,December,49,3,0,1,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,115.0,0,0,2015-12-04 +City Hotel,0,63,2017,August,34,23,0,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,139.0,0,1,2017-08-25 +City Hotel,1,6,2017,March,12,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,86.0,,0,Transient,94.4,0,0,2017-03-22 +City Hotel,0,0,2015,August,35,28,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,106.0,0,1,2015-08-30 +City Hotel,0,54,2016,November,45,4,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1,2016-11-06 +Resort Hotel,1,80,2017,May,22,28,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,15.0,,0,Transient,80.0,0,0,2017-05-28 +City Hotel,0,175,2017,June,25,22,0,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,166.5,0,0,2017-06-25 +City Hotel,0,0,2017,April,15,9,1,0,2,0.0,0,SC,AGO,Online TA,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,135.0,0,2,2017-04-10 +Resort Hotel,0,120,2015,October,41,6,2,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,76.0,0,0,2015-10-13 +City Hotel,0,0,2017,March,10,9,0,0,0,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,0,A,K,0,No Deposit,15.0,,0,Transient,0.0,0,0,2017-03-09 +City Hotel,1,82,2017,April,16,17,1,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,171.0,0,1,2017-01-30 +City Hotel,0,18,2016,April,16,14,0,2,2,0.0,0,BB,SAU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.0,0,1,2016-04-16 +City Hotel,1,179,2015,August,34,22,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,86.0,0,0,2015-07-09 +City Hotel,0,41,2016,October,44,24,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-10-28 +Resort Hotel,1,220,2017,August,33,13,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,162.3,0,1,2017-07-25 +City Hotel,0,346,2016,September,38,13,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-09-15 +City Hotel,0,28,2016,March,10,4,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,73.88,0,0,2016-03-08 +City Hotel,1,177,2017,April,16,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,47,Transient,95.0,0,0,2016-12-12 +Resort Hotel,0,3,2017,April,16,21,0,2,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,157.0,1,0,2017-04-23 +Resort Hotel,1,289,2015,November,47,20,1,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,134.0,,0,Transient-Party,69.0,0,0,2015-10-29 +City Hotel,1,19,2016,February,7,12,1,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,138.0,0,1,2016-01-28 +City Hotel,1,195,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,2015-07-23 +Resort Hotel,0,0,2015,November,49,30,1,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,146.0,,0,Transient-Party,25.0,0,0,2015-12-04 +Resort Hotel,0,164,2016,October,44,29,0,0,1,0.0,0,BB,PRT,Direct,Direct,1,0,1,H,H,0,No Deposit,250.0,,0,Transient,0.0,0,2,2016-10-29 +City Hotel,0,36,2016,December,52,18,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,2016-12-22 +City Hotel,0,8,2016,September,39,21,0,2,1,0.0,0,BB,ITA,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,304.0,0,Transient-Party,169.38,0,0,2016-09-23 +Resort Hotel,1,13,2017,August,33,17,0,2,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,241.0,0,0,2017-08-17 +Resort Hotel,1,9,2016,December,52,24,1,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,270.0,0,Transient,45.0,0,1,2016-12-24 +Resort Hotel,0,204,2015,July,31,27,1,4,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,131.4,0,1,2015-08-01 +City Hotel,0,20,2016,July,31,28,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,10.0,,0,Transient,122.6,0,0,2016-07-30 +City Hotel,1,12,2015,September,38,14,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,2015-09-14 +City Hotel,1,16,2016,September,40,27,0,2,2,0.0,0,SC,VEN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,1,2016-09-22 +City Hotel,1,134,2017,February,8,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,30.0,,0,Transient-Party,75.0,0,0,2017-02-25 +City Hotel,1,398,2016,August,33,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,51,2016,September,36,3,2,2,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,139.28,0,0,2016-07-15 +City Hotel,1,14,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,99.0,,0,Transient-Party,100.0,0,0,2015-10-07 +Resort Hotel,0,0,2016,November,47,14,1,0,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,79.0,1,1,2016-11-15 +City Hotel,0,99,2016,March,13,23,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,89.3,0,1,2016-03-25 +Resort Hotel,0,171,2016,April,15,4,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,0,Non Refund,298.0,,0,Transient-Party,85.0,0,0,2016-04-06 +Resort Hotel,0,301,2017,July,30,25,4,13,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,169.06,0,2,2017-08-11 +Resort Hotel,0,6,2017,March,10,8,0,1,2,0.0,0,BB,RUS,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,177.0,,0,Transient,34.0,0,0,2017-03-09 +City Hotel,1,11,2017,April,17,23,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,102.6,0,0,2017-04-13 +City Hotel,0,27,2017,March,12,19,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,76.23,0,0,2017-03-24 +City Hotel,1,135,2015,July,29,16,0,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient-Party,68.0,0,2,2015-07-09 +City Hotel,1,37,2016,October,42,13,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,105.0,0,0,2016-09-06 +City Hotel,0,0,2015,August,34,19,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,106.0,0,2,2015-08-20 +Resort Hotel,0,82,2017,May,19,8,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient-Party,87.0,0,0,2017-05-12 +City Hotel,0,110,2015,December,50,9,0,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,56.0,,69,Transient-Party,70.0,0,0,2015-12-10 +City Hotel,1,302,2015,August,33,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06 +Resort Hotel,0,60,2016,January,3,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,6.0,,0,Transient,26.0,0,0,2016-01-23 +City Hotel,0,60,2015,September,39,21,1,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,0,Transient-Party,49.5,0,0,2015-09-23 +City Hotel,0,1,2017,February,9,28,0,2,1,0.0,0,BB,DEU,Online TA,TA/TO,1,0,1,A,A,0,No Deposit,10.0,,0,Transient,85.0,0,0,2017-03-02 +City Hotel,0,4,2016,February,8,17,0,2,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,80.0,0,0,2016-02-19 +City Hotel,1,125,2016,July,30,22,2,5,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,113.41,0,0,2016-06-23 +City Hotel,0,115,2017,March,11,16,0,3,2,0.0,0,SC,LVA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0,2017-03-19 +City Hotel,0,0,2015,August,34,22,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,124.0,0,1,2015-08-25 +City Hotel,0,1,2017,May,21,21,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,0,Transient,99.0,0,0,2017-05-25 +City Hotel,1,4,2017,April,15,15,1,1,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,155.0,0,0,2017-04-14 +City Hotel,1,7,2016,August,35,22,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,1,2016-08-16 +Resort Hotel,0,118,2017,May,19,10,2,5,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient-Party,42.0,0,0,2017-05-17 +City Hotel,1,12,2016,October,42,12,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,4,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,2016-10-12 +Resort Hotel,0,101,2016,May,21,17,2,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,52.56,0,0,2016-05-24 +City Hotel,1,92,2015,December,49,1,4,15,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,63.75,0,1,2015-11-19 +City Hotel,1,68,2015,December,49,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,2015-12-02 +Resort Hotel,1,139,2016,June,23,2,2,7,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,137.89,0,0,2016-01-29 +Resort Hotel,0,66,2015,August,34,16,2,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,E,1,No Deposit,250.0,,0,Transient,134.0,0,0,2015-08-20 +City Hotel,0,3,2016,May,22,26,0,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,K,1,No Deposit,9.0,,0,Transient,137.33,0,1,2016-05-29 +City Hotel,1,0,2016,April,16,12,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,2016-04-12 +City Hotel,0,0,2017,May,19,9,0,1,1,0.0,0,SC,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,104.0,0,0,2017-05-10 +City Hotel,0,25,2016,July,28,8,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,85.0,0,0,2016-07-11 +City Hotel,1,276,2016,May,20,13,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,160,Transient,61.0,0,0,2016-01-18 +City Hotel,1,48,2017,July,27,7,0,1,1,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,170.0,0,1,2017-05-25 +Resort Hotel,0,9,2016,February,6,5,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,240.0,,0,Transient,58.0,0,1,2016-02-07 +Resort Hotel,0,7,2017,April,16,17,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,184.0,,0,Transient,95.0,1,0,2017-04-18 +Resort Hotel,1,3,2016,February,6,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,D,0,No Deposit,,286.0,0,Transient-Party,39.0,0,0,2016-02-01 +City Hotel,1,204,2017,June,25,20,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,130.5,0,0,2016-11-29 +City Hotel,1,26,2017,April,14,7,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-03-28 +City Hotel,0,81,2016,September,36,3,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,2,2016-09-06 +City Hotel,0,88,2016,August,34,19,0,1,3,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.3,0,1,2016-08-20 +City Hotel,1,111,2017,March,12,23,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,100.3,0,0,2017-02-06 +Resort Hotel,0,163,2017,July,29,18,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,147.84,0,0,2017-07-21 +Resort Hotel,0,39,2015,October,43,23,2,2,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0,2015-10-27 +City Hotel,0,241,2015,October,43,19,1,2,2,0.0,0,BB,USA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,2015-10-22 +Resort Hotel,1,274,2015,October,40,3,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,36.05,0,0,2015-06-17 +Resort Hotel,0,51,2015,October,43,23,2,5,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,119.43,1,0,2015-10-30 +City Hotel,1,48,2017,June,23,6,0,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,150.0,0,1,2017-05-16 +City Hotel,0,73,2017,March,12,24,0,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,90.0,0,0,2017-03-26 +City Hotel,0,149,2017,June,26,27,0,4,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.0,0,0,2017-07-01 +City Hotel,0,28,2017,March,10,7,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,28.0,,0,Contract,68.0,0,0,2017-03-10 +Resort Hotel,1,1,2016,February,9,25,0,2,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,60.0,0,1,2016-02-25 +Resort Hotel,1,462,2017,May,21,25,0,3,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,78.0,0,0,2016-06-07 +Resort Hotel,0,68,2015,August,33,15,2,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,146.0,,0,Transient,157.0,0,1,2015-08-19 +Resort Hotel,1,21,2017,July,29,20,1,3,2,0.0,0,HB,POL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,249.5,0,0,2017-07-06 +Resort Hotel,0,45,2015,August,35,25,0,5,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Contract,103.28,0,2,2015-08-30 +Resort Hotel,0,163,2016,April,14,1,2,5,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,60.2,1,2,2016-04-08 +City Hotel,1,233,2017,June,25,23,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,105.0,0,0,2017-04-21 +City Hotel,1,41,2017,August,31,3,0,1,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-06-27 +City Hotel,0,1,2016,December,53,31,1,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,172.8,0,0,2017-01-02 +City Hotel,0,175,2016,July,29,15,2,2,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,1,2016-07-19 +Resort Hotel,1,138,2016,July,27,2,4,6,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,134.0,0,0,2016-02-19 +City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,2016-11-25 +City Hotel,1,38,2017,July,27,2,2,0,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.0,0,1,2017-05-28 +Resort Hotel,1,50,2016,October,44,24,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,90.0,0,1,2016-09-11 +City Hotel,1,20,2017,June,26,29,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,465.0,0,Transient,95.0,0,2,2017-06-29 +City Hotel,0,279,2016,October,42,10,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient-Party,80.75,0,1,2016-10-13 +City Hotel,1,87,2017,April,15,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,95.0,0,0,2017-01-18 +City Hotel,0,1,2017,February,8,21,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,1,0,1,A,A,0,No Deposit,9.0,,0,Group,88.0,0,1,2017-02-22 +Resort Hotel,0,59,2015,October,41,8,0,3,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,281.0,,50,Contract,45.0,0,0,2015-10-11 +Resort Hotel,0,3,2015,July,30,23,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,240.0,,0,Transient,154.0,0,2,2015-07-24 +City Hotel,0,329,2017,May,19,10,0,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,14,No Deposit,9.0,,0,Transient,104.4,0,2,2017-05-14 +City Hotel,1,101,2016,March,12,15,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,2015-12-18 +City Hotel,1,105,2017,March,13,31,2,2,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.7,0,1,2016-12-27 +City Hotel,1,120,2016,September,36,2,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,115.0,0,0,2016-06-14 +Resort Hotel,0,95,2017,June,24,15,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,166.0,1,1,2017-06-18 +City Hotel,0,9,2016,March,14,29,0,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,1,2016-03-31 +Resort Hotel,1,3,2017,January,3,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,470.0,0,Transient,35.0,0,1,2017-01-19 +City Hotel,1,55,2017,March,11,17,2,2,2,0.0,0,BB,AZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.8,0,0,2017-03-09 +City Hotel,1,150,2017,June,24,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,120.0,0,0,2017-01-18 +City Hotel,0,37,2016,November,46,12,0,1,1,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,22.0,,0,Transient,67.5,0,0,2016-11-13 +Resort Hotel,0,5,2017,March,12,22,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,60.0,0,0,2017-03-23 +City Hotel,0,154,2017,April,14,4,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-04-05 +Resort Hotel,0,112,2015,December,53,30,0,3,2,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,224.67,0,0,2016-01-02 +City Hotel,0,4,2015,August,35,25,0,4,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-08-29 +Resort Hotel,0,175,2016,April,14,2,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,52.2,0,1,2016-04-06 +City Hotel,0,101,2016,April,18,26,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,35.0,,0,Transient-Party,98.0,0,0,2016-04-27 +City Hotel,1,1,2015,November,47,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,2015-11-19 +Resort Hotel,0,1,2016,February,7,13,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,60.0,0,0,2016-02-15 +City Hotel,0,20,2017,May,20,20,1,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.0,0,1,2017-05-22 +City Hotel,0,29,2017,January,3,18,0,2,1,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,65.0,0,0,2017-01-20 +Resort Hotel,0,156,2017,May,19,8,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,D,D,0,No Deposit,434.0,,0,Transient-Party,90.0,0,0,2017-05-15 +City Hotel,0,41,2015,December,52,21,1,2,2,0.0,0,BB,UKR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,87.0,0,2,2015-12-24 +City Hotel,0,120,2017,August,33,16,0,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,98.1,1,0,2017-08-18 +Resort Hotel,0,2,2016,February,6,3,2,5,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,49.0,0,1,2016-02-10 +City Hotel,0,58,2015,November,47,18,0,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,28.0,,0,Transient,60.0,0,0,2015-11-22 +City Hotel,1,56,2017,March,10,10,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.2,0,0,2017-01-13 +City Hotel,1,14,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,99.0,,0,Transient-Party,100.0,0,0,2015-10-07 +Resort Hotel,0,131,2015,December,52,22,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,A,D,0,No Deposit,335.0,,0,Transient-Party,75.57,0,1,2015-12-29 +Resort Hotel,0,5,2015,October,41,10,1,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,101.5,0,2,2015-10-12 +City Hotel,0,120,2016,May,19,2,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,94.5,0,1,2016-05-04 +Resort Hotel,1,54,2017,May,19,9,0,3,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,165.0,0,0,2017-04-18 +City Hotel,1,328,2017,January,1,3,2,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,107.95,0,1,2016-12-13 +Resort Hotel,0,152,2016,June,25,14,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,E,0,No Deposit,250.0,,0,Transient,100.6,0,1,2016-06-21 +City Hotel,0,100,2016,September,40,28,0,4,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,26.0,,0,Transient-Party,110.0,0,0,2016-10-02 +City Hotel,1,204,2017,August,34,25,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2017-08-03 +Resort Hotel,1,24,2017,August,34,23,2,4,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,216.67,0,1,2017-08-13 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/info.json new file mode 100644 index 0000000000000000000000000000000000000000..4816c05993309461836de8622438e342f2e503ff --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/info.json @@ -0,0 +1,398 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract).", + "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).", + "reservation_status_date": "Date when the reservation status was last updated." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "adr": [ + -6.38, + 5400.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "children": [ + 0.0, + 10.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "is_canceled": [ + 0.0, + 1.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "country": [ + "ABW", + "AGO", + "AIA", + "ALB", + "AND", + "ARE", + "ARG", + "ARM", + "ASM", + "ATA", + "ATF", + "AUS", + "AUT", + "AZE", + "BDI", + "BEL", + "BEN", + "BFA", + "BGD", + "BGR", + "BHR", + "BHS", + "BIH", + "BLR", + "BOL", + "BRA", + "BRB", + "BWA", + "CAF", + "CHE", + "CHL", + "CHN", + "CIV", + "CMR", + "CN", + "COL", + "COM", + "CPV", + "CRI", + "CUB", + "CYM", + "CYP", + "CZE", + "DEU", + "DJI", + "DMA", + "DNK", + "DOM", + "DZA", + "ECU", + "EGY", + "ESP", + "EST", + "ETH", + "FIN", + "FJI", + "FRA", + "FRO", + "GAB", + "GBR", + "GEO", + "GGY", + "GHA", + "GIB", + "GLP", + "GNB", + "GRC", + "GTM", + "GUY", + "HKG", + "HND", + "HRV", + "HUN", + "IDN", + "IMN", + "IND", + "IRL", + "IRN", + "IRQ", + "ISL", + "ISR", + "ITA", + "JAM", + "JEY", + "JOR", + "JPN", + "KAZ", + "KEN", + "KHM", + "KIR", + "KNA", + "KOR", + "KWT", + "LAO", + "LBN", + "LBY", + "LCA", + "LIE", + "LKA", + "LTU", + "LUX", + "LVA", + "MAC", + "MAR", + "MCO", + "MDG", + "MDV", + "MEX", + "MKD", + "MLI", + "MLT", + "MMR", + "MNE", + "MOZ", + "MRT", + "MUS", + "MWI", + "MYS", + "MYT", + "NAM", + "NCL", + "NGA", + "NIC", + "NLD", + "NOR", + "NPL", + "NZL", + "OMN", + "PAK", + "PAN", + "PER", + "PHL", + "PLW", + "POL", + "PRI", + "PRT", + "PRY", + "PYF", + "QAT", + "ROU", + "RUS", + "RWA", + "SAU", + "SDN", + "SEN", + "SGP", + "SLE", + "SLV", + "SMR", + "SRB", + "STP", + "SUR", + "SVK", + "SVN", + "SWE", + "SYC", + "SYR", + "TGO", + "THA", + "TJK", + "TMP", + "TUN", + "TUR", + "TWN", + "TZA", + "UGA", + "UKR", + "UMI", + "URY", + "USA", + "UZB", + "VEN", + "VGB", + "VNM", + "ZAF", + "ZMB", + "ZWE" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "reservation_status": [ + "Canceled", + "Check-Out", + "No-Show" + ], + "reservation_status_date": "string", + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6b794aad2150324c727a20449db87333cdf2707 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test.csv @@ -0,0 +1,501 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +Resort Hotel,0,3,2016,March,14,31,0,1,1,0.0,0,BB,,Corporate,Corporate,0,0,0,A,E,0,No Deposit,,135.0,0,Transient,42.0,1,0,Check-Out,2016-04-01 +City Hotel,0,27,2016,April,18,25,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,111.0,0,1,Check-Out,2016-04-26 +City Hotel,0,155,2017,May,19,12,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,1,Check-Out,2017-05-13 +Resort Hotel,1,48,2017,June,22,2,0,2,2,2.0,0,HB,GBR,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,203.0,0,1,Canceled,2017-04-20 +City Hotel,1,39,2016,March,10,3,1,3,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.1,0,0,Canceled,2016-01-24 +City Hotel,0,0,2015,September,37,9,0,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,0,A,A,0,No Deposit,,40.0,0,Transient,0.0,0,0,Check-Out,2015-09-09 +Resort Hotel,0,130,2015,August,32,8,2,5,2,0.0,1,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,113.9,0,1,Check-Out,2015-08-15 +City Hotel,1,21,2017,August,34,26,2,3,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,159.8,0,1,Canceled,2017-08-10 +Resort Hotel,0,9,2017,April,16,19,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,1,A,A,0,No Deposit,,,0,Transient,83.0,0,0,Check-Out,2017-04-20 +City Hotel,0,99,2016,February,8,19,0,2,2,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,2,No Deposit,,67.0,0,Transient-Party,86.0,0,0,Check-Out,2016-02-21 +Resort Hotel,0,62,2016,April,15,5,2,6,1,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,F,0,No Deposit,240.0,,0,Transient,49.0,0,2,Check-Out,2016-04-13 +City Hotel,0,193,2016,July,28,4,3,10,0,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,81.82,0,2,Check-Out,2016-07-17 +City Hotel,1,69,2016,March,12,16,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,6,No Deposit,8.0,,0,Transient,79.05,0,0,Canceled,2016-02-13 +City Hotel,0,51,2016,August,36,31,1,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,90.2,0,1,Check-Out,2016-09-05 +City Hotel,0,76,2016,April,16,12,0,2,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,96.3,0,1,Check-Out,2016-04-14 +City Hotel,1,179,2015,August,34,22,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,86.0,0,0,Canceled,2015-07-09 +Resort Hotel,0,64,2017,August,35,31,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,187.19,0,1,Check-Out,2017-09-05 +Resort Hotel,1,185,2017,July,28,15,4,6,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,242.0,0,1,Canceled,2017-05-29 +City Hotel,0,181,2017,July,27,7,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,86.63,0,2,Check-Out,2017-07-12 +Resort Hotel,0,150,2017,March,12,24,2,2,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,E,0,No Deposit,6.0,,0,Transient,37.0,0,0,Check-Out,2017-03-28 +City Hotel,1,164,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,Canceled,2017-01-31 +City Hotel,0,62,2015,September,39,20,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,68.72,0,0,Check-Out,2015-09-25 +Resort Hotel,0,6,2016,February,8,17,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,54.0,1,0,Check-Out,2016-02-20 +Resort Hotel,0,53,2016,November,47,18,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,147.0,,0,Transient,30.24,0,0,Check-Out,2016-11-22 +City Hotel,1,12,2017,July,30,24,3,5,1,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,141.0,0,1,Canceled,2017-07-15 +City Hotel,0,139,2017,August,33,15,0,4,2,3.0,0,HB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,,14.0,0,Transient,300.0,0,1,Check-Out,2017-08-19 +City Hotel,0,7,2016,May,22,24,0,1,1,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,114.75,0,1,Check-Out,2016-05-25 +City Hotel,0,78,2017,July,28,15,1,1,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,170.5,0,1,Check-Out,2017-07-17 +City Hotel,1,13,2016,June,25,12,2,0,1,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,115.0,0,0,Canceled,2016-06-08 +Resort Hotel,0,0,2017,April,17,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,10,A,G,0,No Deposit,,47.0,0,Transient,48.5,1,0,Check-Out,2017-04-27 +Resort Hotel,0,1,2016,April,15,5,0,2,1,0.0,0,BB,UKR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,75.0,0,1,Check-Out,2016-04-07 +Resort Hotel,1,83,2016,April,17,22,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,D,D,0,Non Refund,71.0,,0,Transient,58.0,0,0,Canceled,2016-02-22 +City Hotel,0,144,2016,September,39,23,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.6,0,2,Check-Out,2016-09-28 +City Hotel,0,60,2017,March,10,5,2,2,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,77.0,0,2,Check-Out,2017-03-09 +City Hotel,1,26,2016,November,45,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,10,A,E,0,No Deposit,,219.0,0,Transient,88.0,0,1,No-Show,2016-11-02 +Resort Hotel,0,68,2015,August,36,30,2,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,115.0,0,1,Check-Out,2015-09-05 +City Hotel,1,39,2017,May,19,9,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,99.0,0,0,Canceled,2017-04-03 +City Hotel,0,108,2017,May,20,19,1,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,180.0,0,1,Check-Out,2017-05-22 +City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,Canceled,2016-11-21 +Resort Hotel,1,71,2015,July,31,29,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,134.0,0,0,Canceled,2015-05-23 +City Hotel,1,18,2016,May,19,7,1,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,141.0,0,0,Canceled,2016-04-20 +City Hotel,1,307,2015,August,34,20,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +City Hotel,1,0,2016,May,21,18,0,1,1,0.0,0,BB,PRT,Corporate,Direct,0,0,0,A,E,2,No Deposit,,38.0,0,Transient-Party,163.18,0,0,No-Show,2016-05-18 +Resort Hotel,1,339,2016,September,40,26,3,6,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,15.0,,0,Transient,80.0,0,0,Canceled,2016-01-22 +Resort Hotel,0,198,2016,September,40,25,2,5,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,65.4,0,0,Check-Out,2016-10-02 +City Hotel,0,35,2015,October,41,7,0,2,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,66.53,0,1,Check-Out,2015-10-09 +Resort Hotel,1,41,2016,August,33,12,2,2,2,1.0,0,BB,RUS,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,234.6,0,0,Canceled,2016-08-08 +City Hotel,0,120,2017,August,31,3,2,3,2,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,80.1,0,0,Check-Out,2017-08-08 +Resort Hotel,0,3,2015,December,51,19,1,1,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,E,E,1,No Deposit,,,0,Transient,69.0,1,0,Check-Out,2015-12-21 +City Hotel,1,179,2016,September,40,30,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,113.4,0,0,Canceled,2016-08-09 +City Hotel,0,86,2015,September,37,9,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,68.0,0,Transient-Party,100.0,0,0,Check-Out,2015-09-11 +City Hotel,0,12,2016,November,46,12,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,100.94,0,3,Check-Out,2016-11-16 +Resort Hotel,0,65,2017,March,13,30,0,1,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient,42.0,0,0,Check-Out,2017-03-31 +City Hotel,0,28,2017,April,16,21,0,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,93.5,0,0,Check-Out,2017-04-22 +City Hotel,0,72,2015,October,44,28,0,3,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,Check-Out,2015-10-31 +Resort Hotel,0,38,2016,January,2,3,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,28.0,0,0,Check-Out,2016-01-07 +City Hotel,1,53,2016,June,27,27,1,2,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,101.1,0,0,Canceled,2016-05-09 +City Hotel,1,419,2016,September,36,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,0,107,2016,June,24,10,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,187.0,,0,Transient-Party,130.0,0,1,Check-Out,2016-06-12 +Resort Hotel,0,32,2017,February,8,25,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient-Party,48.0,0,2,Check-Out,2017-02-28 +City Hotel,0,72,2015,October,44,28,0,3,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,D,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,Check-Out,2015-10-31 +City Hotel,1,17,2016,November,49,27,2,3,3,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.6,0,1,Canceled,2016-11-19 +Resort Hotel,0,121,2017,February,6,5,4,6,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,241.0,,0,Transient,60.98,1,1,Check-Out,2017-02-15 +Resort Hotel,0,0,2016,April,16,13,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,E,0,No Deposit,,399.0,0,Transient,56.0,0,1,Check-Out,2016-04-14 +City Hotel,0,10,2016,March,10,5,2,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,2,24,A,A,0,No Deposit,,40.0,0,Transient,66.0,0,1,Check-Out,2016-03-09 +Resort Hotel,1,33,2015,November,45,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,1,A,A,0,No Deposit,,94.0,0,Transient,25.0,0,0,No-Show,2015-11-01 +Resort Hotel,0,113,2017,June,22,2,2,6,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,145.0,0,1,Check-Out,2017-06-10 +City Hotel,0,18,2015,September,36,2,0,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,7.0,,0,Transient,12.0,0,2,Check-Out,2015-09-05 +City Hotel,0,48,2016,November,45,1,0,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-11-05 +City Hotel,0,15,2016,June,27,26,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,146.0,0,1,Check-Out,2016-06-29 +City Hotel,1,5,2015,August,35,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-08-26 +City Hotel,1,56,2017,February,5,1,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,60.0,0,0,Canceled,2016-12-07 +Resort Hotel,1,0,2016,May,23,30,1,4,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,195.0,0,Transient,57.0,0,0,No-Show,2016-05-30 +Resort Hotel,0,1,2017,July,31,31,1,4,1,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,242.0,,0,Transient,339.4,1,2,Check-Out,2017-08-05 +Resort Hotel,0,222,2015,September,38,14,1,1,2,0.0,0,HB,FRA,Groups,TA/TO,0,0,0,A,F,0,No Deposit,68.0,,0,Transient-Party,80.0,0,0,Check-Out,2015-09-16 +Resort Hotel,0,32,2015,July,28,11,4,6,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,178.0,1,0,Check-Out,2015-07-21 +City Hotel,0,14,2017,March,11,15,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,65.0,1,1,Check-Out,2017-03-16 +City Hotel,1,166,2017,May,21,24,0,2,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,108.0,0,3,Canceled,2017-05-12 +City Hotel,1,8,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,No-Show,2016-02-19 +Resort Hotel,0,135,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Direct,Direct,0,0,0,C,C,0,No Deposit,250.0,,0,Transient,222.0,0,1,Check-Out,2016-07-30 +City Hotel,1,105,2017,May,19,13,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,0,Canceled,2017-05-03 +City Hotel,1,66,2016,March,10,5,1,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,155.0,,0,Transient,126.0,0,0,Canceled,2016-02-27 +Resort Hotel,1,4,2017,April,17,24,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,E,0,No Deposit,,515.0,0,Transient,52.5,0,0,No-Show,2017-04-24 +City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,Canceled,2015-11-11 +City Hotel,0,155,2017,June,24,15,1,3,1,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.25,0,2,Check-Out,2017-06-19 +City Hotel,0,41,2016,March,12,13,2,1,2,0.0,0,BB,POL,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,193.0,0,Transient-Party,85.67,0,0,Check-Out,2016-03-16 +Resort Hotel,0,374,2016,August,35,27,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,40.0,,0,Contract,85.3,0,0,Check-Out,2016-09-10 +City Hotel,0,92,2017,August,31,3,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,100.0,0,1,Check-Out,2017-08-06 +City Hotel,0,142,2017,June,25,19,1,1,2,0.0,0,SC,HRV,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,Check-Out,2017-06-21 +City Hotel,1,20,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-17 +Resort Hotel,1,43,2016,June,25,17,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,129.0,0,0,Canceled,2016-05-09 +City Hotel,0,92,2017,June,23,4,2,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,189.0,0,1,Check-Out,2017-06-08 +Resort Hotel,0,255,2017,August,31,4,4,8,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,6.0,,0,Transient,151.1,0,0,Check-Out,2017-08-16 +City Hotel,1,167,2016,September,36,3,4,10,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.85,0,0,Canceled,2016-03-30 +City Hotel,0,119,2016,December,53,28,0,3,2,1.0,0,HB,CHE,Direct,Direct,0,0,0,E,G,1,No Deposit,14.0,,0,Transient,202.33,0,1,Check-Out,2016-12-31 +City Hotel,0,1,2017,May,19,9,0,1,1,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,130.0,0,0,Check-Out,2017-05-10 +Resort Hotel,0,53,2015,July,29,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient-Party,107.0,1,0,Check-Out,2015-07-22 +City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,Canceled,2016-01-18 +Resort Hotel,0,6,2017,February,7,18,0,1,2,2.0,0,BB,PRT,Direct,Direct,1,0,3,C,C,0,No Deposit,250.0,,0,Group,67.5,0,1,Check-Out,2017-02-19 +Resort Hotel,0,17,2016,December,53,26,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,154.0,0,Transient,27.0,0,0,Check-Out,2016-12-30 +City Hotel,0,12,2015,October,43,20,0,4,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Group,146.0,0,1,Check-Out,2015-10-24 +City Hotel,0,12,2016,June,25,14,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,146.0,0,2,Check-Out,2016-06-18 +Resort Hotel,0,77,2017,July,30,28,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,137.0,0,0,Check-Out,2017-08-04 +City Hotel,0,263,2017,June,25,23,2,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,37.0,,0,Transient-Party,90.0,0,0,Check-Out,2017-06-27 +Resort Hotel,0,21,2015,August,33,13,2,3,3,0.0,0,BB,,Direct,Direct,0,0,0,D,E,1,No Deposit,,,0,Transient-Party,222.2,0,1,Check-Out,2015-08-18 +City Hotel,0,200,2015,August,34,22,0,1,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,76.5,0,3,Check-Out,2015-08-23 +City Hotel,1,95,2016,October,43,20,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,3,No Deposit,9.0,,0,Transient,132.3,0,0,Canceled,2016-08-15 +Resort Hotel,1,51,2016,March,12,17,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,66.0,,0,Transient-Party,26.0,0,0,Canceled,2016-02-17 +City Hotel,0,75,2017,January,4,22,2,3,3,0.0,0,BB,PAN,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,138.6,0,1,Check-Out,2017-01-27 +City Hotel,1,59,2016,June,27,27,1,2,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,101.1,0,0,Canceled,2016-06-18 +City Hotel,0,85,2015,September,37,9,0,2,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,68.0,0,Transient-Party,90.0,0,0,Check-Out,2015-09-11 +City Hotel,0,11,2016,October,41,8,2,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,122.13,0,0,Check-Out,2016-10-11 +City Hotel,1,144,2016,July,27,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,75.0,0,0,No-Show,2016-07-01 +City Hotel,0,8,2017,February,8,22,0,3,2,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,124.0,0,1,Check-Out,2017-02-25 +City Hotel,0,0,2015,December,49,3,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,75.0,0,0,Check-Out,2015-12-04 +City Hotel,1,46,2017,January,1,1,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,65.0,0,0,Canceled,2016-12-21 +City Hotel,1,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,0,2,2015,October,40,2,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,3.0,,0,Transient-Party,65.0,0,0,Check-Out,2015-10-05 +Resort Hotel,1,72,2017,January,3,20,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,62.0,0,0,Canceled,2016-12-22 +City Hotel,1,58,2016,February,6,6,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,0,Canceled,2015-12-15 +Resort Hotel,0,41,2016,June,25,14,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2016-06-16 +Resort Hotel,0,111,2015,October,41,4,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,57.67,0,0,Check-Out,2015-10-10 +City Hotel,1,10,2017,February,9,27,1,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,Canceled,2017-02-17 +City Hotel,0,83,2017,May,20,19,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,1,Check-Out,2017-05-22 +Resort Hotel,0,247,2017,August,33,16,2,6,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,96.0,,0,Transient,139.28,0,1,Check-Out,2017-08-24 +City Hotel,0,38,2016,October,42,15,2,1,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,157.33,0,0,Check-Out,2016-10-18 +City Hotel,1,310,2017,April,17,23,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,75.0,0,0,Canceled,2017-03-31 +City Hotel,1,37,2016,October,42,13,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,95.0,0,0,Canceled,2016-09-06 +City Hotel,0,151,2017,March,12,20,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,Check-Out,2017-03-22 +City Hotel,0,62,2017,March,11,18,1,1,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Check-Out,2017-03-20 +Resort Hotel,1,20,2016,October,45,30,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,64.1,0,1,Canceled,2016-10-13 +City Hotel,0,196,2016,May,20,12,1,3,2,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,A,3,No Deposit,128.0,,0,Transient-Party,80.75,0,1,Check-Out,2016-05-16 +City Hotel,0,23,2017,June,25,21,0,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,188.0,0,2,Check-Out,2017-06-22 +City Hotel,0,2,2015,December,49,3,0,1,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,115.0,0,0,Check-Out,2015-12-04 +City Hotel,0,63,2017,August,34,23,0,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,139.0,0,1,Check-Out,2017-08-25 +Resort Hotel,0,0,2016,February,10,29,1,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,34.4,0,1,Check-Out,2016-03-04 +City Hotel,0,4,2015,December,49,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,58.0,0,0,Check-Out,2015-12-07 +City Hotel,1,6,2017,March,12,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,86.0,,0,Transient,94.4,0,0,Canceled,2017-03-22 +City Hotel,0,151,2016,January,4,19,0,3,1,0.0,0,BB,JOR,Offline TA/TO,TA/TO,0,0,0,A,D,3,No Deposit,19.0,,63,Transient-Party,71.0,0,0,Check-Out,2016-01-22 +City Hotel,0,0,2015,August,35,28,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,106.0,0,1,Check-Out,2015-08-30 +City Hotel,1,229,2016,October,43,22,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,Non Refund,10.0,,0,Transient,89.25,0,0,Canceled,2016-03-07 +City Hotel,0,54,2016,November,45,4,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1,Check-Out,2016-11-06 +Resort Hotel,1,80,2017,May,22,28,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,15.0,,0,Transient,80.0,0,0,No-Show,2017-05-28 +Resort Hotel,0,42,2015,December,53,30,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,198.33,1,0,Check-Out,2016-01-02 +City Hotel,0,142,2017,March,10,6,1,3,1,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,53.67,0,1,Check-Out,2017-03-10 +Resort Hotel,0,31,2016,April,17,18,1,1,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,81.0,1,0,Check-Out,2016-04-20 +City Hotel,0,175,2017,June,25,22,0,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,166.5,0,0,Check-Out,2017-06-25 +City Hotel,0,0,2017,April,15,9,1,0,2,0.0,0,SC,AGO,Online TA,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,135.0,0,2,Check-Out,2017-04-10 +City Hotel,1,112,2017,April,14,4,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,385.0,0,Transient,95.0,0,0,Canceled,2017-01-20 +City Hotel,1,120,2017,June,26,30,0,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,171.0,0,0,Canceled,2017-04-04 +Resort Hotel,0,120,2015,October,41,6,2,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,76.0,0,0,Check-Out,2015-10-13 +City Hotel,0,0,2017,March,10,9,0,0,0,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,0,A,K,0,No Deposit,15.0,,0,Transient,0.0,0,0,Check-Out,2017-03-09 +City Hotel,1,82,2017,April,16,17,1,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,171.0,0,1,Canceled,2017-01-30 +Resort Hotel,0,54,2017,April,14,2,2,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,50.85,0,0,Check-Out,2017-04-06 +City Hotel,1,278,2015,July,30,22,0,2,3,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,1,Non Refund,1.0,,0,Transient-Party,84.0,0,0,Canceled,2015-07-02 +Resort Hotel,0,55,2016,December,53,30,0,2,2,0.0,1,BB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,164.0,1,2,Check-Out,2017-01-01 +City Hotel,0,18,2016,April,16,14,0,2,2,0.0,0,BB,SAU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.0,0,1,Check-Out,2016-04-16 +City Hotel,0,41,2016,December,53,27,0,1,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,220.0,,0,Transient-Party,65.0,0,0,Check-Out,2016-12-28 +City Hotel,1,179,2015,August,34,22,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,86.0,0,0,Canceled,2015-07-09 +City Hotel,0,85,2016,August,34,19,2,4,3,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,201.6,0,1,Check-Out,2016-08-25 +Resort Hotel,0,0,2016,April,16,11,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,47.0,0,Transient,42.0,1,0,Check-Out,2016-04-14 +City Hotel,0,41,2016,October,44,24,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,85.0,0,0,Check-Out,2016-10-28 +City Hotel,1,194,2016,August,35,26,2,3,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,124.95,0,0,Canceled,2016-02-17 +Resort Hotel,1,175,2017,April,14,6,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,0,Canceled,2017-02-22 +City Hotel,1,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,Canceled,2016-02-09 +City Hotel,0,61,2015,October,41,4,2,0,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,91.0,0,0,Check-Out,2015-10-06 +City Hotel,0,423,2017,July,29,22,1,1,1,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,6.0,,0,Transient-Party,95.5,0,0,Check-Out,2017-07-24 +Resort Hotel,1,220,2017,August,33,13,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,162.3,0,1,Canceled,2017-07-25 +City Hotel,0,164,2016,October,41,5,0,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,117.0,0,0,Check-Out,2016-10-06 +City Hotel,0,109,2016,September,39,20,0,3,2,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,149.4,0,2,Check-Out,2016-09-23 +City Hotel,0,346,2016,September,38,13,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-09-15 +City Hotel,0,405,2017,July,27,4,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,114.4,0,0,Check-Out,2017-07-06 +City Hotel,0,28,2016,March,10,4,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,73.88,0,0,Check-Out,2016-03-08 +Resort Hotel,1,244,2015,September,36,2,2,5,2,0.0,0,BB,IRL,Groups,TA/TO,0,24,0,A,A,0,No Deposit,96.0,,0,Transient-Party,8.0,0,0,Canceled,2015-06-17 +City Hotel,1,86,2016,December,51,15,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.6,0,1,Canceled,2016-09-27 +Resort Hotel,0,117,2015,August,34,20,0,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,111.0,0,1,Check-Out,2015-08-22 +City Hotel,1,168,2017,August,35,27,2,1,3,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.5,0,0,Canceled,2017-05-09 +City Hotel,0,4,2016,September,39,23,0,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,B,2,No Deposit,1.0,,0,Transient-Party,57.5,0,0,Check-Out,2016-09-25 +City Hotel,0,85,2016,April,16,12,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,1,Check-Out,2016-04-16 +City Hotel,1,177,2017,April,16,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,47,Transient,95.0,0,0,Canceled,2016-12-12 +Resort Hotel,0,3,2017,April,16,21,0,2,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,157.0,1,0,Check-Out,2017-04-23 +City Hotel,1,12,2015,November,49,29,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Contract,87.0,0,1,Canceled,2015-11-23 +City Hotel,1,33,2017,March,12,21,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,102.43,0,0,Canceled,2017-03-09 +Resort Hotel,1,289,2015,November,47,20,1,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,134.0,,0,Transient-Party,69.0,0,0,Canceled,2015-10-29 +City Hotel,1,19,2016,February,7,12,1,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,138.0,0,1,Canceled,2016-01-28 +City Hotel,0,40,2015,December,53,31,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,104.0,,0,Transient,118.0,0,0,Check-Out,2016-01-03 +City Hotel,1,195,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,Canceled,2015-07-23 +Resort Hotel,1,209,2016,August,32,1,4,10,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,126.0,0,0,Canceled,2016-01-06 +Resort Hotel,0,0,2015,November,49,30,1,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,146.0,,0,Transient-Party,25.0,0,0,Check-Out,2015-12-04 +City Hotel,1,1,2016,May,22,25,0,1,1,0.0,0,BB,PRT,Aviation,Corporate,0,0,0,A,A,0,No Deposit,,153.0,0,Transient,95.0,0,0,Canceled,2016-05-24 +Resort Hotel,0,164,2016,October,44,29,0,0,1,0.0,0,BB,PRT,Direct,Direct,1,0,1,H,H,0,No Deposit,250.0,,0,Transient,0.0,0,2,Check-Out,2016-10-29 +City Hotel,1,106,2017,March,13,28,0,5,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.64,0,2,Canceled,2017-01-03 +City Hotel,0,36,2016,December,52,18,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,Check-Out,2016-12-22 +City Hotel,0,174,2017,August,32,7,1,2,3,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.5,0,2,Check-Out,2017-08-10 +City Hotel,0,8,2016,September,39,21,0,2,1,0.0,0,BB,ITA,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,304.0,0,Transient-Party,169.38,0,0,Check-Out,2016-09-23 +City Hotel,0,180,2016,May,19,2,1,1,2,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,100.0,0,1,Check-Out,2016-05-04 +Resort Hotel,1,13,2016,September,39,22,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,315.0,,0,Transient,90.0,0,0,Canceled,2016-09-09 +Resort Hotel,1,102,2015,July,27,4,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.7,0,1,Canceled,2015-04-22 +Resort Hotel,1,13,2017,August,33,17,0,2,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,241.0,0,0,Canceled,2017-08-17 +Resort Hotel,0,9,2016,February,7,13,0,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,E,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2016-02-14 +City Hotel,0,142,2016,April,18,29,0,2,2,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,1,Check-Out,2016-05-01 +Resort Hotel,0,36,2016,March,10,4,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,115.0,,0,Transient,34.73,0,0,Check-Out,2016-03-11 +Resort Hotel,1,9,2016,December,52,24,1,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,270.0,0,Transient,45.0,0,1,No-Show,2016-12-24 +City Hotel,0,7,2016,January,4,20,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.67,0,1,Check-Out,2016-01-23 +City Hotel,1,87,2015,September,37,11,0,1,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,68.0,0,Transient-Party,90.0,0,0,Canceled,2015-09-08 +City Hotel,1,35,2017,February,8,25,2,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,134.3,0,1,Canceled,2017-02-10 +Resort Hotel,0,204,2015,July,31,27,1,4,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,131.4,0,1,Check-Out,2015-08-01 +City Hotel,0,114,2017,February,7,15,0,4,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,242.0,0,Transient-Party,78.0,0,0,Check-Out,2017-02-19 +City Hotel,1,164,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,Canceled,2017-01-31 +City Hotel,0,14,2017,March,10,10,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,1,E,E,0,No Deposit,9.0,,0,Group,158.0,0,1,Check-Out,2017-03-11 +City Hotel,1,101,2016,April,15,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,41,Transient,80.0,0,0,Canceled,2016-02-04 +City Hotel,0,20,2016,July,31,28,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,10.0,,0,Transient,122.6,0,0,Check-Out,2016-07-30 +Resort Hotel,0,132,2016,May,22,25,0,4,1,0.0,0,BB,PRT,Online TA,Direct,1,1,6,A,A,0,No Deposit,,,0,Transient,57.8,0,4,Check-Out,2016-05-29 +City Hotel,1,4,2016,December,53,25,2,0,1,0.0,0,SC,BRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,80.0,0,0,Canceled,2016-12-22 +City Hotel,0,17,2017,February,6,11,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2017-02-15 +City Hotel,1,12,2015,September,38,14,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-09-14 +City Hotel,1,16,2016,September,40,27,0,2,2,0.0,0,SC,VEN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,1,Canceled,2016-09-22 +City Hotel,0,3,2015,November,46,8,2,3,2,0.0,0,BB,IRQ,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Contract,87.7,0,0,Check-Out,2015-11-13 +City Hotel,1,134,2017,February,8,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,30.0,,0,Transient-Party,75.0,0,0,No-Show,2017-02-25 +Resort Hotel,0,32,2016,March,14,30,0,4,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,367.0,,0,Transient,21.0,0,1,Check-Out,2016-04-03 +City Hotel,0,4,2017,February,8,23,0,3,2,2.0,0,BB,FRA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,201.33,0,1,Check-Out,2017-02-26 +City Hotel,0,103,2017,April,14,6,0,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,153.0,0,0,Check-Out,2017-04-09 +City Hotel,0,16,2016,September,38,11,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,95.0,0,0,Check-Out,2016-09-14 +City Hotel,1,398,2016,August,33,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,51,2016,September,36,3,2,2,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,139.28,0,0,Canceled,2016-07-15 +Resort Hotel,1,187,2015,August,32,4,0,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,240.0,,0,Transient,134.0,0,1,Canceled,2015-03-12 +Resort Hotel,0,24,2016,December,49,3,2,1,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,2,Check-Out,2016-12-06 +City Hotel,1,17,2015,December,49,5,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Contract,107.0,0,0,Canceled,2015-11-21 +City Hotel,0,10,2015,August,35,24,1,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,B,B,0,No Deposit,,,0,Transient,75.0,0,1,Check-Out,2015-08-29 +City Hotel,0,179,2016,July,30,17,2,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,1,Check-Out,2016-07-21 +City Hotel,1,14,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,99.0,,0,Transient-Party,100.0,0,0,Canceled,2015-10-07 +City Hotel,0,3,2017,January,4,23,1,0,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,98.0,0,0,Check-Out,2017-01-24 +Resort Hotel,0,0,2016,November,47,14,1,0,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,79.0,1,1,Check-Out,2016-11-15 +Resort Hotel,0,320,2017,June,22,3,2,5,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,76.25,0,1,Check-Out,2017-06-10 +Resort Hotel,0,17,2017,April,15,12,0,3,2,2.0,0,BB,FRA,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,183.33,0,0,Check-Out,2017-04-15 +Resort Hotel,0,153,2015,October,42,14,1,4,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,8.0,,0,Contract,57.6,0,1,Check-Out,2015-10-19 +City Hotel,1,5,2016,June,26,20,1,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,143.5,0,1,Canceled,2016-06-20 +City Hotel,0,118,2016,June,27,27,3,6,2,0.0,0,BB,FIN,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,90.5,0,1,Check-Out,2016-07-06 +City Hotel,0,38,2016,October,42,15,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,111.8,0,1,Check-Out,2016-10-18 +City Hotel,1,36,2016,June,24,11,2,1,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,209.7,0,0,Canceled,2016-05-07 +City Hotel,0,189,2016,May,21,19,0,3,2,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,Check-Out,2016-05-22 +City Hotel,0,99,2016,March,13,23,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,89.3,0,1,Check-Out,2016-03-25 +Resort Hotel,0,171,2016,April,15,4,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,0,Non Refund,298.0,,0,Transient-Party,85.0,0,0,Check-Out,2016-04-06 +Resort Hotel,0,224,2017,August,33,13,2,3,2,2.0,0,HB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,311.6,0,2,Check-Out,2017-08-18 +Resort Hotel,0,47,2016,October,43,18,0,1,2,0.0,0,HB,RUS,Groups,TA/TO,0,0,0,A,A,0,No Deposit,368.0,,0,Transient-Party,72.0,0,0,Check-Out,2016-10-19 +Resort Hotel,0,301,2017,July,30,25,4,13,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,169.06,0,2,Check-Out,2017-08-11 +Resort Hotel,0,6,2017,March,10,8,0,1,2,0.0,0,BB,RUS,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,177.0,,0,Transient,34.0,0,0,Check-Out,2017-03-09 +City Hotel,0,176,2016,August,32,6,2,1,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.7,0,2,Check-Out,2016-08-09 +City Hotel,1,11,2017,April,17,23,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,102.6,0,0,Canceled,2017-04-13 +City Hotel,0,218,2017,June,24,15,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,180.5,0,2,Check-Out,2017-06-18 +City Hotel,0,13,2016,July,30,20,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.0,0,2,Check-Out,2016-07-21 +City Hotel,0,27,2017,March,12,19,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,76.23,0,0,Check-Out,2017-03-24 +City Hotel,1,135,2015,July,29,16,0,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient-Party,68.0,0,2,Canceled,2015-07-09 +Resort Hotel,1,19,2015,December,49,5,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,D,D,0,No Deposit,240.0,,0,Transient,54.4,0,0,Canceled,2015-11-25 +City Hotel,1,37,2016,October,42,13,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,105.0,0,0,Canceled,2016-09-06 +City Hotel,0,0,2015,August,34,19,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,106.0,0,2,Check-Out,2015-08-20 +Resort Hotel,0,82,2017,May,19,8,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient-Party,87.0,0,0,Check-Out,2017-05-12 +City Hotel,0,110,2015,December,50,9,0,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,56.0,,69,Transient-Party,70.0,0,0,Check-Out,2015-12-10 +City Hotel,1,302,2015,August,33,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +Resort Hotel,0,60,2016,January,3,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,6.0,,0,Transient,26.0,0,0,Check-Out,2016-01-23 +City Hotel,0,60,2015,September,39,21,1,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,0,Transient-Party,49.5,0,0,Check-Out,2015-09-23 +City Hotel,0,1,2017,February,9,28,0,2,1,0.0,0,BB,DEU,Online TA,TA/TO,1,0,1,A,A,0,No Deposit,10.0,,0,Transient,85.0,0,0,Check-Out,2017-03-02 +City Hotel,0,30,2016,November,46,11,1,2,2,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,87.27,0,0,Check-Out,2016-11-14 +City Hotel,0,7,2016,April,15,7,0,2,2,2.0,0,BB,FRA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,161.0,1,1,Check-Out,2016-04-09 +City Hotel,1,26,2016,September,40,27,0,4,2,2.0,0,BB,BEL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,226.5,0,0,Canceled,2016-09-02 +Resort Hotel,1,0,2015,December,52,25,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,F,0,Non Refund,240.0,,0,Transient,75.0,0,0,No-Show,2015-12-25 +Resort Hotel,0,0,2017,February,7,14,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,68.0,1,1,Check-Out,2017-02-15 +Resort Hotel,0,11,2016,October,42,9,1,0,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,405.0,0,Transient-Party,50.0,0,1,Check-Out,2016-10-10 +City Hotel,0,4,2016,February,8,17,0,2,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,80.0,0,0,Check-Out,2016-02-19 +City Hotel,0,4,2016,August,32,2,0,1,2,0.0,0,SC,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,87.2,0,0,Check-Out,2016-08-03 +City Hotel,1,125,2016,July,30,22,2,5,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,113.41,0,0,Canceled,2016-06-23 +City Hotel,0,115,2017,March,11,16,0,3,2,0.0,0,SC,LVA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0,Check-Out,2017-03-19 +City Hotel,0,34,2016,November,46,7,1,2,1,0.0,0,BB,DEU,Online TA,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,169.2,0,0,Check-Out,2016-11-10 +Resort Hotel,0,29,2016,December,52,21,2,5,1,0.0,0,HB,IRL,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,314.0,,0,Transient,63.46,0,0,Check-Out,2016-12-28 +Resort Hotel,0,241,2017,March,12,21,2,5,1,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,273.0,,0,Transient-Party,30.8,0,0,Check-Out,2017-03-28 +City Hotel,1,181,2017,June,23,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,Canceled,2017-01-24 +City Hotel,0,271,2017,August,33,17,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,Check-Out,2017-08-21 +Resort Hotel,1,33,2017,January,4,25,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0,Canceled,2017-01-05 +City Hotel,0,386,2016,October,44,23,2,0,1,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,6.0,,0,Transient-Party,90.0,0,1,Check-Out,2016-10-25 +City Hotel,0,0,2015,August,34,22,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,124.0,0,1,Check-Out,2015-08-25 +City Hotel,0,1,2017,May,21,21,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,0,Transient,99.0,0,0,Check-Out,2017-05-25 +City Hotel,1,136,2016,September,40,30,1,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,154.8,0,1,Canceled,2016-09-23 +Resort Hotel,0,185,2016,April,17,18,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,C,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0,Check-Out,2016-04-20 +City Hotel,0,62,2017,March,13,31,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.4,0,0,Check-Out,2017-04-03 +City Hotel,1,4,2017,April,15,15,1,1,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,155.0,0,0,Canceled,2017-04-14 +City Hotel,0,35,2017,March,10,7,0,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,68.0,0,1,Check-Out,2017-03-12 +City Hotel,0,64,2016,April,17,23,2,4,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient-Party,115.03,0,2,Check-Out,2016-04-29 +City Hotel,1,7,2016,August,35,22,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,1,Canceled,2016-08-16 +Resort Hotel,0,0,2017,July,28,14,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,I,0,No Deposit,241.0,,0,Transient,142.0,1,1,Check-Out,2017-07-15 +City Hotel,0,11,2017,February,9,26,2,3,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,74.8,0,0,Check-Out,2017-03-03 +City Hotel,0,0,2015,October,44,31,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,89.0,0,0,Check-Out,2015-11-01 +Resort Hotel,1,131,2016,December,53,30,0,2,2,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,127.5,0,1,Canceled,2016-11-01 +City Hotel,1,20,2015,November,49,29,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Contract,97.0,0,1,Canceled,2015-11-17 +Resort Hotel,0,118,2017,May,19,10,2,5,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient-Party,42.0,0,0,Check-Out,2017-05-17 +Resort Hotel,0,129,2016,August,32,6,2,5,2,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,242.0,,0,Transient,327.4,0,2,Check-Out,2016-08-13 +City Hotel,1,11,2017,February,7,18,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,98.0,0,0,Canceled,2017-02-10 +City Hotel,1,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0,Canceled,2017-01-27 +City Hotel,0,6,2017,July,28,15,2,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,101.0,0,1,Check-Out,2017-07-19 +City Hotel,1,12,2016,October,42,12,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,4,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,No-Show,2016-10-12 +Resort Hotel,1,56,2015,August,34,18,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,213.0,0,1,Canceled,2015-07-31 +City Hotel,0,59,2016,March,10,2,0,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.3,0,2,Check-Out,2016-03-05 +Resort Hotel,0,21,2017,February,8,25,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient-Party,61.33,0,2,Check-Out,2017-02-28 +Resort Hotel,0,101,2016,May,21,17,2,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,52.56,0,0,Check-Out,2016-05-24 +City Hotel,0,222,2016,October,41,2,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,102.85,0,1,Check-Out,2016-10-07 +City Hotel,0,77,2017,May,22,31,0,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,159.0,0,2,Check-Out,2017-06-03 +City Hotel,1,92,2015,December,49,1,4,15,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,63.75,0,1,Canceled,2015-11-19 +City Hotel,1,68,2015,December,49,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,No-Show,2015-12-02 +Resort Hotel,0,360,2016,October,41,8,4,6,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,E,E,2,No Deposit,,223.0,0,Transient-Party,91.8,0,0,Check-Out,2016-10-18 +Resort Hotel,1,139,2016,June,23,2,2,7,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,137.89,0,0,Canceled,2016-01-29 +City Hotel,0,1,2017,June,24,16,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,170.0,0,0,Check-Out,2017-06-17 +Resort Hotel,0,152,2017,April,14,5,0,4,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,D,2,No Deposit,,223.0,0,Transient-Party,48.0,0,0,Check-Out,2017-04-09 +Resort Hotel,0,66,2015,August,34,16,2,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,E,1,No Deposit,250.0,,0,Transient,134.0,0,0,Check-Out,2015-08-20 +Resort Hotel,0,20,2016,February,8,16,0,5,3,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,C,0,No Deposit,196.0,,0,Transient,30.0,0,1,Check-Out,2016-02-21 +City Hotel,1,468,2016,October,43,20,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,0,3,2016,May,22,26,0,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,K,1,No Deposit,9.0,,0,Transient,137.33,0,1,Check-Out,2016-05-29 +City Hotel,1,0,2016,April,16,12,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2016-04-12 +City Hotel,0,0,2017,May,19,9,0,1,1,0.0,0,SC,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,104.0,0,0,Check-Out,2017-05-10 +City Hotel,0,25,2016,July,28,8,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,85.0,0,0,Check-Out,2016-07-11 +City Hotel,1,276,2016,May,20,13,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,160,Transient,61.0,0,0,Canceled,2016-01-18 +City Hotel,1,48,2017,July,27,7,0,1,1,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,170.0,0,1,Canceled,2017-05-25 +Resort Hotel,0,9,2016,February,6,5,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,240.0,,0,Transient,58.0,0,1,Check-Out,2016-02-07 +City Hotel,0,9,2015,September,37,11,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,128.5,0,2,Check-Out,2015-09-13 +Resort Hotel,0,7,2017,April,16,17,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,184.0,,0,Transient,95.0,1,0,Check-Out,2017-04-18 +City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,Canceled,2016-11-25 +Resort Hotel,0,76,2016,December,52,18,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,57.0,,0,Transient,47.0,0,1,Check-Out,2016-12-29 +Resort Hotel,1,3,2016,February,6,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,D,0,No Deposit,,286.0,0,Transient-Party,39.0,0,0,Canceled,2016-02-01 +Resort Hotel,1,35,2016,July,29,10,2,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,0,Canceled,2016-06-27 +City Hotel,0,7,2017,February,6,10,2,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,134.3,0,0,Check-Out,2017-02-14 +City Hotel,1,204,2017,June,25,20,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,130.5,0,0,Canceled,2016-11-29 +Resort Hotel,1,45,2015,December,49,5,2,1,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,38.0,,0,Transient-Party,68.0,0,0,Canceled,2015-11-24 +City Hotel,0,27,2016,May,22,22,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,90.84,0,2,Check-Out,2016-05-26 +Resort Hotel,0,1,2017,May,18,1,1,2,2,0.0,0,BB,FRA,Direct,Direct,1,0,2,F,F,0,No Deposit,,,0,Transient,127.0,1,0,Check-Out,2017-05-04 +City Hotel,0,36,2017,April,15,10,1,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,Check-Out,2017-04-13 +City Hotel,1,26,2017,April,14,7,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,Canceled,2017-03-28 +City Hotel,1,16,2015,October,43,24,0,1,2,2.0,0,BB,PRT,Online TA,TA/TO,0,1,0,F,F,0,No Deposit,9.0,,0,Transient,215.0,0,1,Canceled,2015-10-20 +City Hotel,0,124,2017,February,6,5,2,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,119.0,0,3,Check-Out,2017-02-10 +City Hotel,0,3,2017,February,6,9,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,243.0,0,Transient-Party,93.0,0,0,Check-Out,2017-02-10 +City Hotel,0,81,2016,September,36,3,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,2,Check-Out,2016-09-06 +City Hotel,0,88,2016,August,34,19,0,1,3,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.3,0,1,Check-Out,2016-08-20 +City Hotel,0,21,2015,November,45,3,0,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,27.0,,0,Transient,46.67,0,0,Check-Out,2015-11-06 +City Hotel,0,103,2017,June,25,21,0,4,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,97.2,0,1,Check-Out,2017-06-25 +Resort Hotel,0,2,2017,March,10,10,0,2,2,0.0,0,HB,ESP,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,97.0,0,1,Check-Out,2017-03-12 +City Hotel,0,34,2017,July,28,10,1,1,2,1.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,146.0,0,0,Check-Out,2017-07-12 +City Hotel,1,111,2017,March,12,23,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,100.3,0,0,Canceled,2017-02-06 +Resort Hotel,0,163,2017,July,29,18,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,147.84,0,0,Check-Out,2017-07-21 +Resort Hotel,0,74,2017,January,4,24,1,5,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,99.0,1,2,Check-Out,2017-01-30 +City Hotel,0,41,2017,April,14,3,1,4,1,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.4,0,1,Check-Out,2017-04-08 +Resort Hotel,0,39,2015,October,43,23,2,2,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0,Check-Out,2015-10-27 +Resort Hotel,0,1,2015,December,49,5,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,5.0,,0,Transient-Party,37.0,0,0,Check-Out,2015-12-06 +City Hotel,0,206,2017,August,34,23,1,4,2,1.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,177.75,0,3,Check-Out,2017-08-28 +City Hotel,0,241,2015,October,43,19,1,2,2,0.0,0,BB,USA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,Check-Out,2015-10-22 +City Hotel,0,58,2016,April,17,21,2,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,11.0,,0,Transient,96.08,0,0,Check-Out,2016-04-26 +City Hotel,1,32,2015,November,47,20,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,119.0,,0,Transient-Party,73.0,0,0,Canceled,2015-11-06 +City Hotel,1,87,2017,June,22,3,2,2,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,180.0,0,0,Canceled,2017-05-10 +City Hotel,0,16,2017,February,6,10,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2017-02-14 +Resort Hotel,0,0,2017,February,6,6,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,68.0,0,1,Check-Out,2017-02-07 +Resort Hotel,1,274,2015,October,40,3,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,36.05,0,0,Canceled,2015-06-17 +City Hotel,0,115,2016,August,32,3,0,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,89.0,,0,Transient,77.18,0,1,Check-Out,2016-08-07 +Resort Hotel,1,5,2017,April,17,29,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,385.0,,0,Transient-Party,26.0,0,0,Canceled,2017-04-24 +Resort Hotel,0,51,2015,October,43,23,2,5,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,119.43,1,0,Check-Out,2015-10-30 +Resort Hotel,0,67,2017,August,32,11,2,3,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,165.0,0,0,Check-Out,2017-08-16 +Resort Hotel,1,351,2017,April,14,8,2,5,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,298.0,,0,Transient-Party,82.0,0,0,Canceled,2017-01-26 +City Hotel,1,48,2017,June,23,6,0,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,150.0,0,1,Canceled,2017-05-16 +City Hotel,0,73,2017,March,12,24,0,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,90.0,0,0,Check-Out,2017-03-26 +City Hotel,1,103,2015,July,29,18,2,1,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,Canceled,2015-07-16 +Resort Hotel,0,18,2016,October,44,29,0,1,1,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,36.0,1,0,Check-Out,2016-10-30 +City Hotel,0,149,2017,June,26,27,0,4,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.0,0,0,Check-Out,2017-07-01 +City Hotel,0,28,2017,March,10,7,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,28.0,,0,Contract,68.0,0,0,Check-Out,2017-03-10 +Resort Hotel,1,1,2016,February,9,25,0,2,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,60.0,0,1,No-Show,2016-02-25 +City Hotel,0,3,2016,January,2,3,1,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,,,0,Transient,94.0,0,0,Check-Out,2016-01-04 +City Hotel,0,58,2016,October,45,31,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.68,0,2,Check-Out,2016-11-04 +City Hotel,0,24,2016,September,38,17,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,170.63,0,0,Check-Out,2016-09-18 +City Hotel,1,45,2016,December,53,26,1,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.72,0,2,Canceled,2016-12-24 +Resort Hotel,0,0,2015,October,41,5,1,3,2,0.0,0,FB,PRT,Corporate,Corporate,0,0,0,A,H,0,No Deposit,,174.0,0,Transient-Party,109.0,0,0,Check-Out,2015-10-09 +City Hotel,0,13,2016,February,9,23,0,2,2,0.0,0,HB,BEL,Direct,Direct,0,0,0,E,E,2,No Deposit,14.0,,0,Transient,172.0,0,0,Check-Out,2016-02-25 +City Hotel,1,95,2016,November,45,5,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,75.0,0,0,Canceled,2016-10-21 +Resort Hotel,1,462,2017,May,21,25,0,3,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,78.0,0,0,Canceled,2016-06-07 +Resort Hotel,1,302,2017,August,31,4,2,7,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,172.8,0,2,Canceled,2017-05-08 +City Hotel,0,12,2016,July,28,7,0,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,182.33,0,2,Check-Out,2016-07-10 +Resort Hotel,0,68,2015,August,33,15,2,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,146.0,,0,Transient,157.0,0,1,Check-Out,2015-08-19 +Resort Hotel,0,1,2016,January,3,16,0,1,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,76.0,0,2,Check-Out,2016-01-17 +Resort Hotel,1,277,2015,October,41,5,4,10,2,0.0,0,HB,GBR,Groups,Direct,0,1,0,D,D,0,Non Refund,273.0,,0,Transient,78.5,0,0,Canceled,2015-10-02 +City Hotel,0,271,2015,July,29,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-07-17 +Resort Hotel,1,21,2017,July,29,20,1,3,2,0.0,0,HB,POL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,249.5,0,0,Canceled,2017-07-06 +Resort Hotel,0,13,2016,March,11,9,0,3,3,0.0,0,HB,GBR,Groups,TA/TO,0,0,0,A,D,0,No Deposit,115.0,,0,Transient-Party,86.55,0,0,Check-Out,2016-03-12 +City Hotel,0,75,2017,May,20,20,2,1,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,1,Check-Out,2017-05-23 +City Hotel,0,215,2016,November,48,21,1,1,1,0.0,0,BB,ESP,Groups,Corporate,0,0,0,A,D,1,No Deposit,,233.0,0,Transient,75.0,0,0,Check-Out,2016-11-23 +Resort Hotel,0,45,2015,August,35,25,0,5,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Contract,103.28,0,2,Check-Out,2015-08-30 +Resort Hotel,1,131,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,410.0,,0,Transient,56.7,0,0,Canceled,2017-05-19 +Resort Hotel,0,163,2016,April,14,1,2,5,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,60.2,1,2,Check-Out,2016-04-08 +City Hotel,1,233,2017,June,25,23,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,105.0,0,0,Canceled,2017-04-21 +Resort Hotel,1,80,2016,April,17,23,2,5,1,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,253.0,,0,Transient,54.0,0,1,Canceled,2016-03-03 +City Hotel,1,41,2017,August,31,3,0,1,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,Canceled,2017-06-27 +City Hotel,0,226,2016,October,44,29,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,70.0,0,1,Check-Out,2016-11-02 +City Hotel,0,1,2016,December,53,31,1,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,172.8,0,0,Check-Out,2017-01-02 +City Hotel,1,104,2016,April,15,5,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,Canceled,2016-01-19 +City Hotel,1,104,2015,August,36,30,2,1,2,0.0,0,HB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,90.0,0,0,Canceled,2015-07-22 +City Hotel,0,175,2016,July,29,15,2,2,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,1,Check-Out,2016-07-19 +City Hotel,0,34,2017,January,3,18,0,1,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,19.0,,0,Transient-Party,75.0,0,0,Check-Out,2017-01-19 +City Hotel,1,131,2015,August,33,15,2,1,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,17.0,,0,Transient-Party,36.25,0,0,Canceled,2015-08-13 +Resort Hotel,1,138,2016,July,27,2,4,6,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,134.0,0,0,Canceled,2016-02-19 +City Hotel,1,32,2017,April,14,6,2,4,2,0.0,0,SC,MAR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,0,Canceled,2017-03-12 +City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,Canceled,2016-11-25 +City Hotel,1,23,2016,February,7,12,1,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,1,Canceled,2016-01-23 +City Hotel,1,426,2016,September,37,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +Resort Hotel,0,154,2017,March,10,6,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,62.3,0,2,Check-Out,2017-03-10 +Resort Hotel,1,29,2017,August,35,29,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,180.0,0,0,Canceled,2017-08-21 +City Hotel,1,38,2017,July,27,2,2,0,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.0,0,1,Canceled,2017-05-28 +Resort Hotel,1,50,2016,October,44,24,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,90.0,0,1,Canceled,2016-09-11 +City Hotel,0,3,2016,September,40,26,1,0,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,B,1,No Deposit,138.0,,0,Transient,115.0,0,0,Check-Out,2016-09-27 +City Hotel,1,20,2017,June,26,29,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,465.0,0,Transient,95.0,0,2,No-Show,2017-06-29 +Resort Hotel,0,23,2016,July,29,10,2,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,171.0,1,1,Check-Out,2016-07-16 +City Hotel,0,0,2017,May,19,9,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,190.0,0,0,Check-Out,2017-05-10 +City Hotel,0,279,2016,October,42,10,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient-Party,80.75,0,1,Check-Out,2016-10-13 +City Hotel,0,41,2016,September,38,14,0,1,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,E,2,No Deposit,86.0,,0,Transient-Party,108.0,0,0,Check-Out,2016-09-15 +City Hotel,1,87,2017,April,15,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,95.0,0,0,Canceled,2017-01-18 +City Hotel,0,10,2015,October,40,1,2,5,2,0.0,0,HB,FRA,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,171.71,0,0,Check-Out,2015-10-08 +City Hotel,0,37,2016,February,8,14,2,0,2,0.0,0,SC,LUX,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.5,1,1,Check-Out,2016-02-16 +City Hotel,0,1,2017,February,8,21,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,1,0,1,A,A,0,No Deposit,9.0,,0,Group,88.0,0,1,Check-Out,2017-02-22 +City Hotel,0,66,2015,September,39,20,2,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,1,Check-Out,2015-09-25 +Resort Hotel,0,7,2015,October,42,15,0,3,1,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,E,1,No Deposit,,223.0,0,Transient-Party,43.0,1,0,Check-Out,2015-10-18 +Resort Hotel,1,74,2015,August,33,11,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,134.0,0,1,Canceled,2015-07-20 +Resort Hotel,0,59,2015,October,41,8,0,3,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,281.0,,50,Contract,45.0,0,0,Check-Out,2015-10-11 +Resort Hotel,0,84,2017,April,16,18,1,5,2,0.0,0,BB,ITA,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient-Party,74.6,0,3,Check-Out,2017-04-24 +Resort Hotel,0,308,2016,July,28,4,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,,,0,Transient,108.0,0,0,Check-Out,2016-07-11 +Resort Hotel,0,3,2015,July,30,23,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,240.0,,0,Transient,154.0,0,2,Check-Out,2015-07-24 +City Hotel,0,329,2017,May,19,10,0,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,14,No Deposit,9.0,,0,Transient,104.4,0,2,Check-Out,2017-05-14 +City Hotel,1,101,2016,March,12,15,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,Canceled,2015-12-18 +City Hotel,1,89,2015,September,40,27,1,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,Canceled,2015-09-22 +City Hotel,1,105,2017,March,13,31,2,2,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.7,0,1,Canceled,2016-12-27 +City Hotel,0,55,2017,May,20,16,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,144.0,0,1,Check-Out,2017-05-19 +City Hotel,0,396,2017,June,26,25,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,122.4,0,1,Check-Out,2017-06-27 +City Hotel,1,120,2016,September,36,2,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,115.0,0,0,Canceled,2016-06-14 +Resort Hotel,1,83,2016,April,17,22,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,E,E,0,Non Refund,71.0,,0,Transient,70.0,0,0,Canceled,2016-02-22 +City Hotel,0,352,2017,June,23,4,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,83.75,0,1,Check-Out,2017-06-08 +Resort Hotel,0,95,2017,June,24,15,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,166.0,1,1,Check-Out,2017-06-18 +Resort Hotel,0,62,2015,October,44,25,2,5,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,47.0,0,2,Check-Out,2015-11-01 +City Hotel,0,47,2015,November,45,7,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,D,A,0,No Deposit,28.0,,0,Transient,60.0,0,1,Check-Out,2015-11-11 +City Hotel,0,9,2016,March,14,29,0,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,1,Check-Out,2016-03-31 +Resort Hotel,1,3,2017,January,3,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,470.0,0,Transient,35.0,0,1,No-Show,2017-01-19 +City Hotel,1,55,2017,March,11,17,2,2,2,0.0,0,BB,AZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.8,0,0,Canceled,2017-03-09 +City Hotel,1,150,2017,June,24,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,120.0,0,0,Canceled,2017-01-18 +City Hotel,0,37,2016,November,46,12,0,1,1,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,22.0,,0,Transient,67.5,0,0,Check-Out,2016-11-13 +City Hotel,1,179,2017,July,28,9,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,Canceled,2017-06-29 +Resort Hotel,0,5,2017,March,12,22,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,60.0,0,0,Check-Out,2017-03-23 +City Hotel,0,1,2016,September,37,10,2,3,1,0.0,0,BB,ITA,Aviation,Corporate,0,0,0,D,D,0,No Deposit,153.0,,0,Transient,110.0,0,0,Check-Out,2016-09-15 +City Hotel,1,142,2017,June,26,28,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,125.0,0,0,Canceled,2017-02-06 +City Hotel,0,154,2017,April,14,4,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,117.0,0,0,Check-Out,2017-04-05 +City Hotel,1,268,2016,October,40,1,1,1,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,95.4,0,0,Canceled,2016-02-17 +Resort Hotel,0,112,2015,December,53,30,0,3,2,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,224.67,0,0,Check-Out,2016-01-02 +City Hotel,0,4,2015,August,35,25,0,4,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-08-29 +Resort Hotel,0,10,2016,February,9,25,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient-Party,48.0,1,1,Check-Out,2016-02-28 +City Hotel,1,69,2017,August,31,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,85.0,,0,Transient,80.1,0,0,Canceled,2017-07-08 +City Hotel,0,0,2015,October,40,2,1,2,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,E,1,No Deposit,,,0,Transient-Party,145.0,0,0,Check-Out,2015-10-05 +Resort Hotel,0,37,2015,November,46,8,2,5,1,0.0,0,BB,GBR,Corporate,Corporate,0,0,0,A,A,1,No Deposit,185.0,281.0,0,Transient-Party,36.0,0,0,Check-Out,2015-11-15 +City Hotel,1,94,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,154.0,,28,Transient,80.0,0,0,Canceled,2015-12-29 +Resort Hotel,0,175,2016,April,14,2,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,52.2,0,1,Check-Out,2016-04-06 +City Hotel,1,41,2017,March,12,24,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,121.33,0,0,Canceled,2017-03-11 +Resort Hotel,0,8,2015,November,48,26,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,54.4,1,1,Check-Out,2015-11-30 +City Hotel,0,101,2016,April,18,26,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,35.0,,0,Transient-Party,98.0,0,0,Check-Out,2016-04-27 +City Hotel,1,1,2015,November,47,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-11-19 +Resort Hotel,0,1,2016,February,7,13,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,60.0,0,0,Check-Out,2016-02-15 +City Hotel,0,20,2017,May,20,20,1,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.0,0,1,Check-Out,2017-05-22 +City Hotel,0,29,2017,January,3,18,0,2,1,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,65.0,0,0,Check-Out,2017-01-20 +Resort Hotel,0,264,2017,August,32,7,1,5,2,0.0,0,BB,ITA,Online TA,TA/TO,1,0,1,E,E,1,No Deposit,240.0,,0,Transient,204.0,1,2,Check-Out,2017-08-13 +Resort Hotel,0,0,2016,June,26,24,0,1,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,161.0,1,0,Check-Out,2016-06-25 +City Hotel,1,322,2016,December,50,9,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,Canceled,2016-03-15 +City Hotel,1,99,2016,February,8,19,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,1,0,A,A,0,No Deposit,,67.0,0,Transient-Party,80.0,0,0,Canceled,2015-12-22 +Resort Hotel,0,17,2016,October,41,7,0,2,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,161.0,1,0,Check-Out,2016-10-09 +Resort Hotel,0,156,2017,May,19,8,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,D,D,0,No Deposit,434.0,,0,Transient-Party,90.0,0,0,Check-Out,2017-05-15 +City Hotel,0,41,2015,December,52,21,1,2,2,0.0,0,BB,UKR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,87.0,0,2,Check-Out,2015-12-24 +City Hotel,0,2,2016,May,21,15,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,81.75,0,0,Check-Out,2016-05-19 +City Hotel,0,120,2017,August,33,16,0,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,98.1,1,0,Check-Out,2017-08-18 +Resort Hotel,0,5,2016,January,6,31,2,4,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,F,0,No Deposit,2.0,,0,Transient,50.67,0,0,Check-Out,2016-02-06 +City Hotel,0,4,2017,March,11,14,0,1,1,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,103.0,0,0,Check-Out,2017-03-15 +Resort Hotel,0,2,2016,February,6,3,2,5,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,49.0,0,1,Check-Out,2016-02-10 +City Hotel,1,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +City Hotel,1,155,2017,August,31,2,2,8,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,122.5,0,0,Canceled,2017-03-01 +City Hotel,0,58,2015,November,47,18,0,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,28.0,,0,Transient,60.0,0,0,Check-Out,2015-11-22 +City Hotel,1,56,2017,March,10,10,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.2,0,0,Canceled,2017-01-13 +City Hotel,1,14,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,99.0,,0,Transient-Party,100.0,0,0,Canceled,2015-10-07 +Resort Hotel,1,231,2016,September,40,30,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,96.0,,0,Transient,57.6,0,0,Canceled,2016-06-17 +City Hotel,0,96,2017,July,27,7,1,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient-Party,116.0,0,1,Check-Out,2017-07-10 +Resort Hotel,0,131,2015,December,52,22,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,A,D,0,No Deposit,335.0,,0,Transient-Party,75.57,0,1,Check-Out,2015-12-29 +Resort Hotel,0,5,2015,October,41,10,1,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,101.5,0,2,Check-Out,2015-10-12 +City Hotel,0,120,2016,May,19,2,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,94.5,0,1,Check-Out,2016-05-04 +Resort Hotel,0,128,2015,August,33,12,2,8,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient-Party,90.95,0,1,Check-Out,2015-08-22 +Resort Hotel,1,54,2017,May,19,9,0,3,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,165.0,0,0,Canceled,2017-04-18 +City Hotel,1,328,2017,January,1,3,2,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,107.95,0,1,Canceled,2016-12-13 +Resort Hotel,0,29,2016,November,45,5,5,11,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,38.81,0,1,Check-Out,2016-11-21 +City Hotel,0,15,2017,July,30,27,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,157.0,0,1,Check-Out,2017-07-31 +Resort Hotel,0,152,2016,June,25,14,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,E,0,No Deposit,250.0,,0,Transient,100.6,0,1,Check-Out,2016-06-21 +City Hotel,0,100,2016,September,40,28,0,4,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,26.0,,0,Transient-Party,110.0,0,0,Check-Out,2016-10-02 +City Hotel,0,57,2017,March,10,10,1,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,154.0,,0,Transient-Party,70.0,0,1,Check-Out,2017-03-13 +City Hotel,1,112,2017,January,2,12,1,3,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,119.0,0,2,Canceled,2016-09-28 +City Hotel,1,204,2017,August,34,25,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,Canceled,2017-08-03 +City Hotel,0,86,2016,September,36,3,2,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,3.0,,0,Transient,90.95,0,3,Check-Out,2016-09-07 +City Hotel,0,19,2016,May,20,9,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,109.0,0,0,Check-Out,2016-05-10 +Resort Hotel,1,24,2017,August,34,23,2,4,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,216.67,0,1,Canceled,2017-08-13 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,Canceled,2015-10-23 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..b2588234e8edc11b4c9bace82a1af5cce8cd557b --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test_current.csv @@ -0,0 +1,16 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,26,2016,November,45,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,10,A,E,0,No Deposit,,219.0,0,Transient,88.0,0,1,No-Show,2016-11-02 +City Hotel,1,0,2016,May,21,18,0,1,1,0.0,0,BB,PRT,Corporate,Direct,0,0,0,A,E,2,No Deposit,,38.0,0,Transient-Party,163.18,0,0,No-Show,2016-05-18 +Resort Hotel,1,33,2015,November,45,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,1,A,A,0,No Deposit,,94.0,0,Transient,25.0,0,0,No-Show,2015-11-01 +City Hotel,1,5,2015,August,35,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-08-26 +Resort Hotel,1,0,2016,May,23,30,1,4,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,195.0,0,Transient,57.0,0,0,No-Show,2016-05-30 +City Hotel,1,8,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,No-Show,2016-02-19 +Resort Hotel,1,4,2017,April,17,24,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,E,0,No Deposit,,515.0,0,Transient,52.5,0,0,No-Show,2017-04-24 +Resort Hotel,1,9,2016,December,52,24,1,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,270.0,0,Transient,45.0,0,1,No-Show,2016-12-24 +City Hotel,1,12,2015,September,38,14,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-09-14 +City Hotel,1,12,2016,October,42,12,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,4,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,No-Show,2016-10-12 +City Hotel,1,68,2015,December,49,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,No-Show,2015-12-02 +City Hotel,1,0,2016,April,16,12,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2016-04-12 +City Hotel,1,20,2017,June,26,29,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,465.0,0,Transient,95.0,0,2,No-Show,2017-06-29 +Resort Hotel,1,3,2017,January,3,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,470.0,0,Transient,35.0,0,1,No-Show,2017-01-19 +City Hotel,1,1,2015,November,47,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-11-19 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/Hotel_booking_demand_B4_006_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/Hotel_booking_demand_B4_006_current.json new file mode 100644 index 0000000000000000000000000000000000000000..53e36e377494a67d74c547cc1821d208f745e379 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/Hotel_booking_demand_B4_006_current.json @@ -0,0 +1,7403 @@ +{ + "id": "006", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "Hotel booking demand", + "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_006/test.csv", + "query": "Our resort hotel is looking to create a premium package for our most loyal, repeat customers. I've shared our archives with you. Could you please flag all the bookings at the 'Resort Hotel' where the guest was marked as a 'repeated guest' in the NEW batch of data? From this list, I specifically want to isolate those who have a history of actually checking out, so we can reward our reliable regulars.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 169, + "arrival_date_year": 2017, + "arrival_date_month": "July", + "arrival_date_week_number": 31, + "arrival_date_day_of_month": 31, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "HB", + "country": "PRT", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 212.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 3, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-08-04" + } + }, + { + "scenario_id": "002", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 2, + "arrival_date_year": 2016, + "arrival_date_month": "March", + "arrival_date_week_number": 10, + "arrival_date_day_of_month": 2, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 1, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 21.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 55.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-03-03" + } + }, + { + "scenario_id": "004", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 290, + "arrival_date_year": 2016, + "arrival_date_month": "June", + "arrival_date_week_number": 25, + "arrival_date_day_of_month": 17, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 3.0, + "company": null, + "days_in_waiting_list": 108, + "customer_type": "Transient-Party", + "adr": 72.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2016-06-15" + } + }, + { + "scenario_id": "007", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 15, + "arrival_date_year": 2016, + "arrival_date_month": "September", + "arrival_date_week_number": 40, + "arrival_date_day_of_month": 26, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 1, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 1, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 164.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": 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"is_canceled": 1, + "lead_time": 74, + "arrival_date_year": 2016, + "arrival_date_month": "February", + "arrival_date_week_number": 9, + "arrival_date_day_of_month": 26, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "Undefined", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 68.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 70.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2016-01-21" + } + }, + { + "scenario_id": "492", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 95, + "arrival_date_year": 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"arrival_date_week_number": 47, + "arrival_date_day_of_month": 15, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "DEU", + "market_segment": "Complementary", + "distribution_channel": "Direct", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "E", + "assigned_room_type": "E", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": null, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 75.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-11-17" + } + }, + { + "scenario_id": "496", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 5, + "arrival_date_year": 2017, + "arrival_date_month": "January", + "arrival_date_week_number": 3, + "arrival_date_day_of_month": 17, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 3, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "ESP", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 14.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 99.67, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-01-20" + } + }, + { + "scenario_id": "498", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 188, + "arrival_date_year": 2016, + "arrival_date_month": "September", + "arrival_date_week_number": 40, + "arrival_date_day_of_month": 28, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 4, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "GBR", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 2, + "deposit_type": "No Deposit", + "agent": 8.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 134.4, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-10-04" + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "ranking_ground_truth": { + "top_k_ids": [ + "126" + ] + }, + "active_filters": [ + { + "col": "hotel", + "op": "==", + "val": "Resort Hotel" + }, + { + "col": "is_repeated_guest", + "op": "==", + "val": 1 + } + ], + "target_class_value": "check-out" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..531f90d9ad9ff31b93b68e65d62f9c2b65397826 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/current.csv @@ -0,0 +1,201 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date +Resort Hotel,0,169,2017,July,31,31,1,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,212.0,0,3,2017-08-04 +City Hotel,0,2,2016,March,10,2,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,55.0,0,0,2016-03-03 +City Hotel,1,290,2016,June,25,17,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,108,Transient-Party,72.0,0,0,2016-06-15 +City Hotel,0,15,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,1,0,1,D,D,0,No Deposit,9.0,,0,Transient,164.0,0,0,2016-09-29 +City Hotel,1,20,2016,February,7,8,3,5,1,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.0,0,1,2016-02-08 +City Hotel,0,0,2017,August,32,6,1,0,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,170.0,0,0,2017-08-07 +City Hotel,1,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,2016-04-27 +City Hotel,1,552,2017,January,2,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,329,2015,September,37,11,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,5.0,,0,Transient,90.0,0,0,2015-02-20 +City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,2017-02-06 +Resort Hotel,1,107,2017,June,24,16,2,6,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,C,C,1,No Deposit,250.0,,0,Transient,185.0,0,0,2017-03-03 +City Hotel,1,299,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02 +City Hotel,1,213,2016,June,24,7,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,62,Transient,130.0,0,0,2016-01-08 +City Hotel,0,93,2017,August,32,9,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,2,2017-08-12 +City Hotel,0,242,2016,July,31,29,0,2,0,2.0,0,BB,BEL,Direct,Direct,0,0,0,B,B,0,No Deposit,14.0,,0,Transient-Party,6.0,0,1,2016-07-31 +City Hotel,0,155,2017,July,30,28,2,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0,2017-08-02 +City Hotel,1,227,2016,October,42,10,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,E,E,0,Non Refund,,51.0,0,Transient-Party,106.0,0,0,2016-08-29 +City Hotel,0,117,2016,October,44,28,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,104.4,0,2,2016-11-01 +City Hotel,0,49,2017,March,10,10,1,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,83.0,,0,Transient,86.76,1,1,2017-03-13 +City Hotel,0,184,2016,October,43,17,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,128.7,0,2,2016-10-21 +City Hotel,0,52,2017,March,11,13,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,2,No Deposit,28.0,,0,Transient,75.0,0,0,2017-03-17 +City Hotel,0,5,2016,October,44,28,1,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient,200.33,0,2,2016-10-31 +City Hotel,0,257,2015,July,27,1,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,101.5,0,0,2015-07-03 +City Hotel,0,133,2016,April,16,14,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,80.0,0,0,2016-04-17 +City Hotel,0,13,2016,March,13,20,1,0,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,220.0,,0,Transient-Party,85.0,0,1,2016-03-21 +City Hotel,1,127,2016,August,35,21,3,5,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,113.55,0,1,2016-04-23 +City Hotel,0,141,2017,August,34,23,0,2,2,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,150.0,0,2,2017-08-25 +City Hotel,0,1,2016,June,25,14,0,4,1,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1,2016-06-18 +City Hotel,1,4,2016,June,25,14,0,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,164.0,0,0,2016-06-14 +City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-08-14 +City Hotel,0,5,2016,March,10,2,0,1,1,0.0,0,BB,FRA,Aviation,TA/TO,0,0,0,A,A,0,No Deposit,153.0,,0,Transient,91.0,0,0,2016-03-03 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13 +City Hotel,0,15,2017,July,28,15,1,1,2,1.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,159.0,0,1,2017-07-17 +City Hotel,0,96,2015,July,28,11,2,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,2015-07-14 +City Hotel,0,0,2017,January,5,31,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,78.4,0,0,2017-02-01 +City Hotel,0,1,2016,August,32,3,2,5,0,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,K,4,No Deposit,,,0,Transient,0.0,0,0,2016-08-10 +City Hotel,0,1,2017,February,8,23,0,2,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,71.0,0,1,2017-02-25 +City Hotel,1,346,2015,September,40,28,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,0,70,2015,November,48,26,0,3,1,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,46.33,0,0,2015-11-29 +Resort Hotel,1,228,2016,March,11,11,1,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,39.1,0,1,2016-03-11 +City Hotel,1,74,2016,May,21,17,0,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.9,0,0,2016-03-04 +City Hotel,0,17,2016,November,45,3,1,3,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,61.52,0,1,2016-11-07 +City Hotel,0,145,2016,July,28,3,2,1,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,131.7,0,1,2016-07-06 +City Hotel,0,33,2016,December,49,1,1,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,57.6,0,3,2016-12-05 +City Hotel,0,0,2016,December,53,28,0,1,2,2.0,0,BB,FRA,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,168.0,0,0,2016-12-29 +City Hotel,1,290,2015,August,32,3,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06 +Resort Hotel,1,259,2015,September,38,17,0,3,1,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,33.3,0,0,2015-01-21 +Resort Hotel,0,165,2016,October,41,2,2,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient,46.0,0,0,2016-10-06 +Resort Hotel,1,17,2016,December,53,30,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,120.0,0,1,2016-12-15 +City Hotel,0,26,2017,February,9,27,1,0,1,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1,2017-02-28 +City Hotel,0,91,2016,October,42,12,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,113.4,0,0,2016-10-14 +Resort Hotel,1,179,2016,October,43,21,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,75.33,0,3,2016-10-05 +Resort Hotel,0,0,2015,November,48,24,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,241.0,,0,Transient,36.96,0,0,2015-11-25 +City Hotel,0,26,2016,February,7,7,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,64.64,0,0,2016-02-11 +City Hotel,1,1,2016,November,49,28,1,3,1,0.0,0,BB,BRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,78.53,0,0,2016-11-27 +City Hotel,0,76,2016,November,47,17,0,3,2,1.0,0,BB,GBR,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,92.2,0,2,2016-11-20 +City Hotel,0,36,2016,February,9,27,1,1,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,107.3,1,1,2016-02-29 +City Hotel,0,7,2016,December,50,4,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,2016-12-09 +City Hotel,1,49,2016,July,29,11,1,0,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.15,0,0,2016-06-20 +City Hotel,1,163,2016,August,35,23,0,5,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,84.15,0,0,2016-03-24 +City Hotel,1,42,2016,August,36,29,1,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.23,0,0,2016-07-19 +City Hotel,0,159,2016,April,15,9,1,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,70.0,0,1,2016-04-11 +City Hotel,0,98,2015,November,48,23,1,3,1,0.0,0,BB,NOR,Groups,TA/TO,0,0,0,A,D,1,No Deposit,37.0,,0,Transient-Party,70.0,0,0,2015-11-27 +City Hotel,1,60,2016,October,44,27,0,1,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.1,0,2,2016-08-29 +Resort Hotel,1,128,2016,June,26,22,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,121.0,0,1,2016-02-15 +City Hotel,0,154,2016,September,38,12,1,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,168.0,,0,Transient,80.75,0,0,2016-09-17 +City Hotel,1,130,2016,April,16,13,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,10,Transient,100.0,0,0,2015-12-15 +City Hotel,1,91,2016,March,12,18,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,20,Transient,75.0,0,0,2016-02-03 +City Hotel,0,1,2017,May,20,17,0,1,1,0.0,0,SC,ESP,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,160.0,0,0,2017-05-18 +City Hotel,0,16,2015,September,39,25,2,3,2,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,B,1,No Deposit,1.0,,0,Transient-Party,170.0,0,0,2015-09-30 +City Hotel,0,7,2015,December,50,8,0,4,1,0.0,0,BB,GBR,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,2015-12-12 +City Hotel,1,164,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,2017-01-31 +City Hotel,1,75,2016,March,12,17,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,80.0,0,0,2016-02-03 +City Hotel,1,112,2017,April,17,27,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,153.0,0,0,2017-01-15 +Resort Hotel,1,53,2016,February,9,26,2,7,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,2016-01-05 +City Hotel,1,59,2017,July,29,17,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.0,0,0,2017-05-22 +City Hotel,1,216,2015,October,43,19,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,12.0,0,0,2015-09-11 +City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,2017-02-06 +City Hotel,0,103,2016,April,18,29,0,2,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,108.9,0,0,2016-05-01 +City Hotel,0,305,2017,May,21,25,0,2,3,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,142.2,0,2,2017-05-27 +City Hotel,1,111,2017,July,28,15,2,1,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,177.33,0,2,2017-07-15 +Resort Hotel,1,105,2016,December,50,8,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,C,1,No Deposit,240.0,,0,Transient,37.8,0,3,2016-11-24 +City Hotel,1,75,2017,April,14,5,0,4,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,85.0,0,0,2017-03-25 +City Hotel,1,159,2017,May,21,22,1,2,1,0.0,0,BB,CYP,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,126.0,0,0,2017-02-22 +City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,2016-02-10 +City Hotel,1,163,2017,July,28,13,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,0,2017-01-31 +City Hotel,1,94,2016,November,45,4,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,0,2016-08-18 +City Hotel,0,5,2015,August,34,17,3,10,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,92.31,0,2,2015-08-30 +City Hotel,0,24,2016,September,38,16,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,149.0,0,1,2016-09-18 +City Hotel,1,163,2017,July,27,3,1,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,1,2017-05-22 +City Hotel,0,2,2017,February,5,3,0,1,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,80.0,0,0,2017-02-04 +City Hotel,0,19,2015,October,41,6,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,0,A,D,0,No Deposit,82.0,,0,Transient-Party,80.0,0,0,2015-10-09 +City Hotel,1,184,2017,May,18,1,1,2,2,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2016-10-29 +Resort Hotel,0,51,2016,March,12,17,0,1,2,0.0,0,BB,CHN,Groups,TA/TO,0,0,0,A,D,0,No Deposit,66.0,,0,Transient-Party,30.0,0,0,2016-03-18 +City Hotel,0,3,2016,May,20,13,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,14,E,E,0,Non Refund,,51.0,0,Transient-Party,106.0,0,0,2016-05-14 +City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,2016-06-26 +City Hotel,0,214,2016,August,33,7,2,2,2,2.0,0,BB,NLD,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient-Party,158.95,0,1,2016-08-11 +City Hotel,0,22,2015,November,45,6,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,43.5,0,0,2015-11-10 +City Hotel,1,196,2016,August,35,22,1,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.45,0,0,2016-02-09 +City Hotel,1,292,2015,August,32,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02 +Resort Hotel,0,79,2016,May,23,30,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,99.5,1,1,2016-06-03 +City Hotel,0,11,2015,December,50,11,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,B,B,0,No Deposit,,,0,Transient,0.0,0,1,2015-12-13 +City Hotel,0,7,2017,March,13,28,0,2,1,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,441.0,,0,Transient,103.0,0,0,2017-03-30 +City Hotel,1,40,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,130.0,0,0,2017-05-05 +City Hotel,0,98,2015,November,48,23,1,2,1,0.0,0,BB,MYS,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,70.0,0,1,2015-11-26 +City Hotel,0,73,2016,September,37,6,0,2,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,2,2016-09-08 +City Hotel,0,38,2017,June,24,15,0,1,2,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,120.0,0,2,2017-06-16 +City Hotel,1,337,2016,June,24,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,212,2017,February,8,22,0,4,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0,2016-07-29 +City Hotel,0,5,2015,September,38,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Contract,133.0,0,1,2015-09-20 +City Hotel,0,25,2016,October,43,16,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-10-19 +City Hotel,1,28,2016,August,35,24,0,2,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,149.4,0,1,2016-08-24 +City Hotel,0,86,2015,September,39,24,0,2,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,12.0,,0,Transient-Party,87.5,0,0,2015-09-26 +City Hotel,0,12,2017,August,31,1,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.0,0,1,2017-08-02 +City Hotel,1,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,16,2016,July,30,19,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.0,0,1,2016-07-04 +City Hotel,1,216,2017,August,33,16,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,124.65,0,0,2017-01-14 +City Hotel,1,279,2015,July,30,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,0,101,2016,May,21,17,0,3,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,C,0,No Deposit,173.0,,0,Transient,80.75,0,2,2016-05-20 +City Hotel,0,8,2016,April,15,8,0,1,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.0,0,1,2016-04-09 +City Hotel,0,37,2016,June,27,26,2,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,156.6,0,2,2016-06-30 +City Hotel,0,327,2015,September,37,9,2,4,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,76.0,0,0,2015-09-15 +City Hotel,1,23,2017,June,23,7,0,2,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,52.0,,0,Transient,166.5,0,0,2017-05-19 +City Hotel,1,288,2016,May,19,5,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,236,Transient-Party,65.0,0,0,2016-03-14 +City Hotel,1,159,2017,July,29,21,0,2,3,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,163.8,0,0,2017-03-03 +City Hotel,1,23,2017,February,8,21,0,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,K,1,No Deposit,14.0,,0,Transient,0.0,0,0,2017-02-21 +City Hotel,0,29,2016,February,7,12,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,78.5,1,1,2016-02-14 +City Hotel,1,135,2016,May,22,28,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,2016-02-09 +City Hotel,0,82,2016,July,27,1,2,4,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.3,0,1,2016-07-07 +City Hotel,1,261,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,120.0,0,0,2015-07-08 +Resort Hotel,1,27,2017,August,35,28,1,4,2,2.0,0,HB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,341.0,0,0,2017-08-02 +Resort Hotel,1,62,2017,April,15,13,1,3,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,116.75,0,0,2017-03-09 +City Hotel,1,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0,2017-01-24 +Resort Hotel,0,26,2017,April,15,10,1,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,113.25,0,1,2017-04-14 +City Hotel,1,147,2016,July,28,7,1,3,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.55,0,1,2016-07-07 +City Hotel,0,5,2016,November,47,15,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,11,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,2016-11-18 +Resort Hotel,0,57,2017,April,14,5,0,3,2,0.0,0,BB,PRT,Direct,Corporate,0,0,0,A,E,4,No Deposit,,,0,Transient,76.67,0,0,2017-04-08 +City Hotel,1,98,2015,November,48,23,1,2,1,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,84.0,0,0,2015-09-14 +City Hotel,0,19,2017,April,16,19,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,95.0,0,2,2017-04-21 +City Hotel,1,79,2017,April,15,9,2,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,2,2017-04-08 +Resort Hotel,1,296,2017,May,19,10,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,67.5,0,2,2016-07-20 +City Hotel,0,55,2015,December,53,31,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,104.0,,0,Transient,62.67,0,0,2016-01-03 +City Hotel,0,80,2017,July,27,7,2,2,3,2.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,297.25,0,0,2017-07-11 +City Hotel,0,176,2016,July,28,8,1,2,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,85.5,0,0,2016-07-11 +City Hotel,0,109,2017,March,10,7,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,79.0,,0,Transient,63.36,0,0,2017-03-09 +City Hotel,0,68,2017,March,10,7,1,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,22.0,,0,Transient,68.0,0,1,2017-03-13 +City Hotel,0,35,2016,June,27,26,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.7,0,1,2016-07-01 +City Hotel,1,173,2017,June,24,17,1,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,83.0,,0,Transient,168.0,0,0,2016-12-26 +City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2014-10-17 +City Hotel,1,26,2016,December,51,16,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.0,0,0,2016-11-25 +City Hotel,0,11,2015,August,34,18,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Contract,95.33,0,1,2015-08-21 +City Hotel,0,46,2015,December,52,23,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,87.0,0,1,2015-12-25 +City Hotel,1,47,2016,March,12,16,0,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.5,0,0,2016-02-20 +City Hotel,1,50,2016,November,47,13,2,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,114.0,0,2,2016-11-07 +City Hotel,1,20,2017,July,30,25,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,160.0,0,1,2017-07-25 +City Hotel,1,32,2016,May,21,21,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,129.2,0,0,2016-04-20 +City Hotel,0,243,2015,September,36,1,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,65.29,0,0,2015-09-04 +City Hotel,1,61,2017,March,10,10,2,5,1,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,74.8,0,0,2017-01-09 +City Hotel,0,4,2015,November,48,27,0,2,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-11-29 +City Hotel,0,0,2016,August,32,2,0,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient,73.81,0,0,2016-08-03 +City Hotel,1,323,2015,September,36,5,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06 +City Hotel,1,123,2017,August,34,26,2,3,3,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,252.0,0,1,2017-04-28 +City Hotel,1,307,2015,August,34,20,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,1,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-06-29 +City Hotel,0,44,2015,October,44,31,0,1,2,1.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,113.8,0,3,2015-11-01 +City Hotel,0,273,2015,July,29,17,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-07-19 +City Hotel,1,152,2017,May,19,12,0,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,1,2016-12-12 +City Hotel,0,101,2016,May,22,25,0,4,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,132.6,0,0,2016-05-29 +City Hotel,0,6,2017,May,20,14,2,1,1,0.0,0,BB,BRA,Groups,Corporate,0,0,0,A,A,0,No Deposit,,169.0,0,Transient-Party,110.0,0,0,2017-05-17 +City Hotel,1,112,2016,September,39,23,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,134.1,0,1,2016-09-09 +City Hotel,1,91,2017,April,15,12,0,3,2,0.0,0,SC,ARG,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.0,0,0,2017-01-24 +City Hotel,0,1,2015,October,41,6,0,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,E,A,1,No Deposit,14.0,,0,Transient,146.0,0,0,2015-10-07 +City Hotel,0,48,2017,May,18,4,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,115.6,0,0,2017-05-08 +City Hotel,0,95,2016,April,17,20,0,2,1,0.0,0,HB,AUT,Groups,TA/TO,0,0,0,A,B,0,No Deposit,35.0,,0,Transient-Party,74.0,0,0,2016-04-22 +Resort Hotel,1,253,2015,September,37,12,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,58.95,0,0,2015-06-17 +City Hotel,1,162,2016,October,42,14,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,2016-08-11 +City Hotel,0,163,2016,October,44,23,2,3,1,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,74.65,0,2,2016-10-28 +City Hotel,0,336,2016,September,39,21,2,6,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,84.13,0,0,2016-09-29 +City Hotel,0,101,2017,April,15,9,2,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,136.8,0,4,2017-04-14 +City Hotel,0,120,2017,January,4,25,1,4,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,2,2017-01-30 +City Hotel,0,138,2015,August,34,22,2,1,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,17.0,,0,Transient-Party,72.5,0,0,2015-08-25 +City Hotel,0,2,2016,June,25,16,0,1,2,1.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Transient,168.0,0,2,2016-06-17 +City Hotel,1,356,2015,October,41,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,0,43,2017,May,19,8,1,2,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,119.2,0,0,2017-05-11 +City Hotel,1,207,2017,August,31,1,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0,2017-04-30 +City Hotel,0,1,2016,March,10,4,1,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,137.0,0,2,2016-03-07 +City Hotel,1,182,2016,July,31,26,0,4,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,85.25,0,0,2016-05-09 +City Hotel,0,282,2015,October,41,10,2,1,2,0.0,0,BB,SWE,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,76.67,0,0,2015-10-13 +City Hotel,1,52,2017,March,11,13,1,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,56.0,,0,Transient,80.0,0,0,2017-01-20 +City Hotel,0,135,2017,March,13,31,2,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,86.49,0,1,2017-04-05 +City Hotel,1,113,2016,February,9,25,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,44,Transient,75.0,0,0,2015-12-18 +City Hotel,0,33,2015,October,43,21,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,B,B,0,No Deposit,83.0,,0,Transient,83.16,0,0,2015-10-24 +City Hotel,0,46,2016,August,34,14,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,2,2016-08-17 +City Hotel,1,158,2017,June,25,23,2,2,2,2.0,0,BB,SVK,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,198.0,0,1,2017-05-05 +City Hotel,0,123,2016,March,14,28,1,3,3,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,B,1,No Deposit,,,0,Transient,93.0,0,3,2016-04-01 +Resort Hotel,1,74,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,70.0,0,0,2016-01-21 +City Hotel,1,95,2016,April,18,27,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,82.07,0,1,2016-04-27 +City Hotel,0,32,2016,November,47,15,0,2,2,0.0,0,BB,DEU,Complementary,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,75.0,0,1,2016-11-17 +City Hotel,0,5,2017,January,3,17,0,3,1,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,99.67,0,0,2017-01-20 +City Hotel,0,188,2016,September,40,28,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,8.0,,0,Transient,134.4,0,1,2016-10-04 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/info.json new file mode 100644 index 0000000000000000000000000000000000000000..4816c05993309461836de8622438e342f2e503ff --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/info.json @@ -0,0 +1,398 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract).", + "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).", + "reservation_status_date": "Date when the reservation status was last updated." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "adr": [ + -6.38, + 5400.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "children": [ + 0.0, + 10.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "is_canceled": [ + 0.0, + 1.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "country": [ + "ABW", + "AGO", + "AIA", + "ALB", + "AND", + "ARE", + "ARG", + "ARM", + "ASM", + "ATA", + "ATF", + "AUS", + "AUT", + "AZE", + "BDI", + "BEL", + "BEN", + "BFA", + "BGD", + "BGR", + "BHR", + "BHS", + "BIH", + "BLR", + "BOL", + "BRA", + "BRB", + "BWA", + "CAF", + "CHE", + "CHL", + "CHN", + "CIV", + "CMR", + "CN", + "COL", + "COM", + "CPV", + "CRI", + "CUB", + "CYM", + "CYP", + "CZE", + "DEU", + "DJI", + "DMA", + "DNK", + "DOM", + "DZA", + "ECU", + "EGY", + "ESP", + "EST", + "ETH", + "FIN", + "FJI", + "FRA", + "FRO", + "GAB", + "GBR", + "GEO", + "GGY", + "GHA", + "GIB", + "GLP", + "GNB", + "GRC", + "GTM", + "GUY", + "HKG", + "HND", + "HRV", + "HUN", + "IDN", + "IMN", + "IND", + "IRL", + "IRN", + "IRQ", + "ISL", + "ISR", + "ITA", + "JAM", + "JEY", + "JOR", + "JPN", + "KAZ", + "KEN", + "KHM", + "KIR", + "KNA", + "KOR", + "KWT", + "LAO", + "LBN", + "LBY", + "LCA", + "LIE", + "LKA", + "LTU", + "LUX", + "LVA", + "MAC", + "MAR", + "MCO", + "MDG", + "MDV", + "MEX", + "MKD", + "MLI", + "MLT", + "MMR", + "MNE", + "MOZ", + "MRT", + "MUS", + "MWI", + "MYS", + "MYT", + "NAM", + "NCL", + "NGA", + "NIC", + "NLD", + "NOR", + "NPL", + "NZL", + "OMN", + "PAK", + "PAN", + "PER", + "PHL", + "PLW", + "POL", + "PRI", + "PRT", + "PRY", + "PYF", + "QAT", + "ROU", + "RUS", + "RWA", + "SAU", + "SDN", + "SEN", + "SGP", + "SLE", + "SLV", + "SMR", + "SRB", + "STP", + "SUR", + "SVK", + "SVN", + "SWE", + "SYC", + "SYR", + "TGO", + "THA", + "TJK", + "TMP", + "TUN", + "TUR", + "TWN", + "TZA", + "UGA", + "UKR", + "UMI", + "URY", + "USA", + "UZB", + "VEN", + "VGB", + "VNM", + "ZAF", + "ZMB", + "ZWE" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "reservation_status": [ + "Canceled", + "Check-Out", + "No-Show" + ], + "reservation_status_date": "string", + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..0b195254bc71be4478809ef83929e5f63cb61c59 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test.csv @@ -0,0 +1,501 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +Resort Hotel,0,169,2017,July,31,31,1,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,212.0,0,3,Check-Out,2017-08-04 +City Hotel,0,2,2016,March,10,2,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,55.0,0,0,Check-Out,2016-03-03 +City Hotel,1,97,2017,June,25,20,0,4,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,2,Canceled,2017-06-20 +City Hotel,1,290,2016,June,25,17,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,108,Transient-Party,72.0,0,0,Canceled,2016-06-15 +City Hotel,1,104,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,Canceled,2017-01-31 +City Hotel,0,226,2017,June,25,22,0,3,2,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,1,Check-Out,2017-06-25 +City Hotel,0,15,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,1,0,1,D,D,0,No Deposit,9.0,,0,Transient,164.0,0,0,Check-Out,2016-09-29 +City Hotel,0,1,2017,March,10,10,2,2,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,152.0,,0,Transient,58.45,0,0,Check-Out,2017-03-14 +City Hotel,1,20,2016,February,7,8,3,5,1,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.0,0,1,No-Show,2016-02-08 +City Hotel,1,318,2015,August,36,31,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,0,0,2017,August,32,6,1,0,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,170.0,0,0,Check-Out,2017-08-07 +City Hotel,1,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,Canceled,2016-04-27 +City Hotel,1,552,2017,January,2,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,329,2015,September,37,11,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,5.0,,0,Transient,90.0,0,0,Canceled,2015-02-20 +City Hotel,0,159,2017,February,5,4,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Check-Out,2017-02-06 +City Hotel,0,68,2017,March,11,15,0,2,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,65.0,0,0,Check-Out,2017-03-17 +City Hotel,0,0,2016,January,4,19,0,1,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,85.0,0,0,Check-Out,2016-01-20 +City Hotel,0,212,2016,November,47,18,2,5,2,0.0,0,BB,IRL,Groups,Corporate,0,0,0,A,F,2,No Deposit,,233.0,0,Transient-Party,165.0,0,0,Check-Out,2016-11-25 +City Hotel,0,35,2016,September,40,25,2,0,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,117.0,0,2,Check-Out,2016-09-27 +City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,Canceled,2017-02-06 +Resort Hotel,1,107,2017,June,24,16,2,6,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,C,C,1,No Deposit,250.0,,0,Transient,185.0,0,0,Canceled,2017-03-03 +City Hotel,0,215,2016,November,48,21,1,1,1,0.0,0,BB,HRV,Groups,Corporate,0,0,0,A,A,0,No Deposit,,233.0,0,Transient,75.0,0,0,Check-Out,2016-11-23 +City Hotel,1,299,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,1,213,2016,June,24,7,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,62,Transient,130.0,0,0,Canceled,2016-01-08 +City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,Canceled,2015-10-23 +City Hotel,0,93,2017,August,32,9,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,2,Check-Out,2017-08-12 +City Hotel,0,63,2015,September,36,2,0,3,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,Check-Out,2015-09-05 +City Hotel,0,19,2016,May,19,2,1,2,2,0.0,0,BB,BOL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient-Party,130.0,0,0,Check-Out,2016-05-05 +City Hotel,0,242,2016,July,31,29,0,2,0,2.0,0,BB,BEL,Direct,Direct,0,0,0,B,B,0,No Deposit,14.0,,0,Transient-Party,6.0,0,1,Check-Out,2016-07-31 +City Hotel,0,155,2017,July,30,28,2,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0,Check-Out,2017-08-02 +City Hotel,0,178,2016,August,35,25,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,0,Check-Out,2016-08-28 +Resort Hotel,1,282,2017,June,22,2,2,6,2,2.0,0,BB,IRL,Online TA,TA/TO,0,0,0,G,G,2,No Deposit,240.0,,0,Transient,150.25,0,0,Canceled,2016-09-03 +City Hotel,1,227,2016,October,42,10,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,E,E,0,Non Refund,,51.0,0,Transient-Party,106.0,0,0,Canceled,2016-08-29 +City Hotel,0,117,2016,October,44,28,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,104.4,0,2,Check-Out,2016-11-01 +Resort Hotel,0,67,2017,February,5,3,1,2,2,0.0,0,BB,CN,Direct,Direct,0,0,0,A,D,0,No Deposit,250.0,,0,Transient,33.26,0,0,Check-Out,2017-02-06 +City Hotel,0,88,2016,August,33,7,1,0,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,198.9,1,1,Check-Out,2016-08-08 +City Hotel,1,99,2016,December,53,26,1,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,127.71,0,3,Canceled,2016-09-20 +City Hotel,1,162,2017,May,18,6,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,80.0,0,0,Canceled,2016-12-09 +Resort Hotel,1,111,2016,February,7,12,0,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,38.0,,0,Transient,70.0,0,0,Canceled,2016-01-26 +City Hotel,0,1,2016,June,26,22,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,1,Check-Out,2016-06-23 +City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2016-04-04 +City Hotel,0,49,2017,March,10,10,1,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,83.0,,0,Transient,86.76,1,1,Check-Out,2017-03-13 +City Hotel,1,189,2016,October,44,28,1,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,109.8,0,0,Canceled,2016-09-26 +City Hotel,0,184,2016,October,43,17,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,128.7,0,2,Check-Out,2016-10-21 +City Hotel,0,136,2017,June,25,22,0,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,121.5,0,0,Check-Out,2017-06-25 +City Hotel,0,43,2017,January,4,28,2,3,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,85.0,,0,Transient,68.0,0,1,Check-Out,2017-02-02 +City Hotel,0,4,2017,January,3,16,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,3,25,A,A,1,No Deposit,,40.0,0,Transient,67.0,1,0,Check-Out,2017-01-18 +City Hotel,1,125,2016,May,19,6,0,2,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,94.5,0,0,Canceled,2016-02-13 +City Hotel,0,52,2017,March,11,13,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,2,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2017-03-17 +City Hotel,0,405,2017,July,27,4,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,114.4,0,0,Check-Out,2017-07-06 +City Hotel,0,5,2016,October,44,28,1,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient,200.33,0,2,Check-Out,2016-10-31 +City Hotel,1,160,2016,April,18,27,2,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,147.0,,71,Transient,90.0,0,0,Canceled,2016-01-29 +City Hotel,0,91,2016,September,40,30,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,3.0,,0,Transient-Party,80.0,0,0,Check-Out,2016-10-03 +City Hotel,0,257,2015,July,27,1,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,101.5,0,0,Check-Out,2015-07-03 +City Hotel,0,3,2017,February,6,10,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,88.0,0,3,Check-Out,2017-02-12 +City Hotel,1,207,2015,September,40,29,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,Canceled,2015-07-23 +City Hotel,0,66,2016,April,16,15,2,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,108.8,0,0,Check-Out,2016-04-20 +City Hotel,0,40,2016,November,47,14,1,3,2,0.0,0,HB,ESP,Direct,Direct,0,0,0,A,A,3,No Deposit,14.0,,0,Transient,124.2,1,0,Check-Out,2016-11-18 +City Hotel,0,133,2016,April,16,14,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,80.0,0,0,Check-Out,2016-04-17 +City Hotel,0,13,2016,March,13,20,1,0,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,220.0,,0,Transient-Party,85.0,0,1,Check-Out,2016-03-21 +City Hotel,1,281,2016,April,16,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,127,2016,August,35,21,3,5,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,113.55,0,1,Canceled,2016-04-23 +City Hotel,0,141,2017,August,34,23,0,2,2,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,150.0,0,2,Check-Out,2017-08-25 +City Hotel,0,1,2016,June,25,14,0,4,1,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1,Check-Out,2016-06-18 +City Hotel,0,0,2016,February,9,23,0,4,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,112.0,0,1,Check-Out,2016-02-27 +Resort Hotel,0,93,2015,August,33,10,2,5,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,175.0,,0,Transient,194.2,0,0,Check-Out,2015-08-17 +City Hotel,1,76,2017,August,34,24,2,5,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,204.86,0,1,Canceled,2017-07-04 +City Hotel,1,19,2016,August,34,14,2,1,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,191.0,0,0,Canceled,2016-07-28 +City Hotel,1,4,2016,June,25,14,0,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,164.0,0,0,No-Show,2016-06-14 +Resort Hotel,1,211,2016,September,37,7,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,D,D,0,Non Refund,1.0,,0,Transient,89.0,0,0,Canceled,2016-02-09 +City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-08-14 +City Hotel,0,14,2016,November,47,14,1,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,75.27,0,2,Check-Out,2016-11-18 +Resort Hotel,1,147,2016,August,32,1,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,96.0,,0,Transient,115.2,0,0,Canceled,2016-05-18 +City Hotel,0,146,2017,July,27,2,2,3,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,6.0,,0,Transient,99.0,0,0,Check-Out,2017-07-07 +City Hotel,1,258,2015,July,27,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +City Hotel,0,5,2016,March,10,2,0,1,1,0.0,0,BB,FRA,Aviation,TA/TO,0,0,0,A,A,0,No Deposit,153.0,,0,Transient,91.0,0,0,Check-Out,2016-03-03 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,Canceled,2016-07-13 +Resort Hotel,1,49,2016,April,17,18,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,79.0,0,1,Canceled,2016-04-12 +City Hotel,0,23,2016,January,1,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,60.0,0,0,Check-Out,2016-01-04 +City Hotel,1,350,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,140.0,0,0,Canceled,2015-08-11 +City Hotel,1,222,2017,August,35,31,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,3,Canceled,2017-05-05 +City Hotel,0,56,2017,May,20,17,0,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,162.0,0,1,Check-Out,2017-05-21 +City Hotel,1,128,2016,November,48,26,1,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,Canceled,2016-07-26 +City Hotel,1,17,2016,February,7,9,0,2,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,136.0,0,0,Canceled,2016-01-31 +City Hotel,0,165,2017,August,32,12,2,2,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,B,A,0,No Deposit,14.0,,0,Transient-Party,146.25,0,0,Check-Out,2017-08-16 +City Hotel,0,15,2017,July,28,15,1,1,2,1.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,159.0,0,1,Check-Out,2017-07-17 +City Hotel,0,169,2016,May,21,20,2,2,3,0.0,0,SC,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,85.0,,0,Transient,107.25,0,1,Check-Out,2016-05-24 +City Hotel,0,96,2015,July,28,11,2,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,Check-Out,2015-07-14 +City Hotel,0,55,2015,September,37,6,2,0,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,75.0,0,0,Check-Out,2015-09-08 +City Hotel,0,0,2017,January,5,31,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,78.4,0,0,Check-Out,2017-02-01 +Resort Hotel,1,161,2017,January,2,9,2,5,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,Canceled,2016-08-02 +City Hotel,0,161,2016,May,20,9,1,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,72.07,0,0,Check-Out,2016-05-13 +City Hotel,0,28,2017,April,17,27,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,116.2,0,0,Check-Out,2017-04-29 +City Hotel,1,103,2016,December,50,9,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,119.0,0,1,Canceled,2016-10-23 +City Hotel,0,1,2016,August,32,3,2,5,0,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,K,4,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2016-08-10 +City Hotel,0,99,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,Check-Out,2016-02-20 +City Hotel,0,1,2017,February,8,23,0,2,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,71.0,0,1,Check-Out,2017-02-25 +City Hotel,1,346,2015,September,40,28,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,0,70,2015,November,48,26,0,3,1,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,46.33,0,0,Check-Out,2015-11-29 +Resort Hotel,1,228,2016,March,11,11,1,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,39.1,0,1,No-Show,2016-03-11 +City Hotel,0,0,2017,March,12,22,0,1,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,1,Check-Out,2017-03-23 +City Hotel,0,14,2016,May,21,18,0,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,12.0,,0,Transient-Party,72.0,0,1,Check-Out,2016-05-22 +Resort Hotel,1,299,2015,July,30,25,2,5,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,149.0,0,1,Canceled,2015-03-25 +City Hotel,0,3,2016,February,9,25,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,5,A,A,0,No Deposit,,40.0,0,Transient-Party,66.0,0,0,Check-Out,2016-02-26 +City Hotel,1,74,2016,May,21,17,0,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.9,0,0,Canceled,2016-03-04 +Resort Hotel,0,246,2015,October,41,8,0,1,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,G,0,No Deposit,251.0,,0,Transient-Party,41.4,0,0,Check-Out,2015-10-09 +City Hotel,0,17,2016,November,45,3,1,3,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,61.52,0,1,Check-Out,2016-11-07 +City Hotel,1,545,2017,January,1,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,0,17,2016,April,16,10,2,0,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,B,2,No Deposit,7.0,,0,Transient,97.41,0,3,Check-Out,2016-04-12 +City Hotel,0,145,2016,July,28,3,2,1,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,131.7,0,1,Check-Out,2016-07-06 +City Hotel,0,129,2016,May,20,10,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,B,1,No Deposit,9.0,,0,Transient-Party,99.45,0,0,Check-Out,2016-05-14 +City Hotel,0,33,2016,December,49,1,1,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,57.6,0,3,Check-Out,2016-12-05 +City Hotel,0,0,2016,December,53,28,0,1,2,2.0,0,BB,FRA,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,168.0,0,0,Check-Out,2016-12-29 +City Hotel,1,290,2015,August,32,3,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +City Hotel,0,2,2016,May,21,15,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,81.75,0,1,Check-Out,2016-05-19 +City Hotel,1,44,2016,June,25,16,0,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,251.7,0,0,Canceled,2016-06-14 +City Hotel,0,85,2015,December,51,17,1,3,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,28.0,,0,Transient,60.0,0,0,Check-Out,2015-12-21 +Resort Hotel,1,259,2015,September,38,17,0,3,1,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,33.3,0,0,Canceled,2015-01-21 +Resort Hotel,0,165,2016,October,41,2,2,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient,46.0,0,0,Check-Out,2016-10-06 +City Hotel,0,0,2016,July,30,22,2,6,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,89.0,0,0,Check-Out,2016-07-30 +Resort Hotel,1,17,2016,December,53,30,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,120.0,0,1,Canceled,2016-12-15 +City Hotel,0,26,2017,February,9,27,1,0,1,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1,Check-Out,2017-02-28 +City Hotel,0,268,2016,October,42,9,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,27.0,,0,Transient-Party,80.75,0,0,Check-Out,2016-10-14 +City Hotel,0,91,2016,October,42,12,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,113.4,0,0,Check-Out,2016-10-14 +Resort Hotel,1,179,2016,October,43,21,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,75.33,0,3,Canceled,2016-10-05 +Resort Hotel,0,0,2015,November,48,24,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,241.0,,0,Transient,36.96,0,0,Check-Out,2015-11-25 +City Hotel,0,183,2017,May,22,28,2,0,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,139.5,0,1,Check-Out,2017-05-30 +City Hotel,1,286,2016,October,44,28,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0,Canceled,2016-09-20 +City Hotel,0,26,2016,February,7,7,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,64.64,0,0,Check-Out,2016-02-11 +City Hotel,1,24,2016,February,7,11,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.0,0,0,Canceled,2016-01-20 +City Hotel,1,1,2016,November,49,28,1,3,1,0.0,0,BB,BRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,78.53,0,0,Canceled,2016-11-27 +City Hotel,0,76,2016,November,47,17,0,3,2,1.0,0,BB,GBR,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,92.2,0,2,Check-Out,2016-11-20 +City Hotel,0,36,2016,February,9,27,1,1,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,107.3,1,1,Check-Out,2016-02-29 +City Hotel,1,276,2015,July,30,20,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-06-29 +City Hotel,0,0,2015,November,48,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,148.0,,0,Transient,88.0,0,0,Check-Out,2015-11-27 +City Hotel,1,200,2015,September,37,12,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,86.0,0,0,Canceled,2015-07-09 +City Hotel,1,262,2015,November,46,9,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-09-04 +City Hotel,0,7,2016,December,50,4,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,Check-Out,2016-12-09 +City Hotel,1,49,2016,July,29,11,1,0,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.15,0,0,Canceled,2016-06-20 +City Hotel,1,163,2016,August,35,23,0,5,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,84.15,0,0,Canceled,2016-03-24 +City Hotel,0,62,2015,November,48,24,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,37.0,,0,Transient-Party,70.0,0,0,Check-Out,2015-11-25 +City Hotel,1,161,2017,May,18,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,0,Transient,120.0,0,0,Canceled,2016-11-25 +City Hotel,1,393,2016,March,12,19,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,70.53,0,0,Canceled,2016-03-14 +City Hotel,1,42,2016,August,36,29,1,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.23,0,0,Canceled,2016-07-19 +City Hotel,0,159,2016,April,15,9,1,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,70.0,0,1,Check-Out,2016-04-11 +City Hotel,0,98,2015,November,48,23,1,3,1,0.0,0,BB,NOR,Groups,TA/TO,0,0,0,A,D,1,No Deposit,37.0,,0,Transient-Party,70.0,0,0,Check-Out,2015-11-27 +City Hotel,1,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,60,2016,October,44,27,0,1,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.1,0,2,Canceled,2016-08-29 +Resort Hotel,1,128,2016,June,26,22,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,121.0,0,1,Canceled,2016-02-15 +City Hotel,0,154,2016,September,38,12,1,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,168.0,,0,Transient,80.75,0,0,Check-Out,2016-09-17 +City Hotel,0,20,2016,April,18,24,2,2,2,0.0,0,SC,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,120.5,1,0,Check-Out,2016-04-28 +City Hotel,1,130,2016,April,16,13,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,10,Transient,100.0,0,0,Canceled,2015-12-15 +City Hotel,1,164,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,Canceled,2017-01-31 +City Hotel,1,91,2016,March,12,18,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,20,Transient,75.0,0,0,Canceled,2016-02-03 +City Hotel,0,35,2016,February,8,19,2,2,2,0.0,0,SC,CHL,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient-Party,84.35,0,1,Check-Out,2016-02-23 +City Hotel,0,1,2017,May,20,17,0,1,1,0.0,0,SC,ESP,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,160.0,0,0,Check-Out,2017-05-18 +City Hotel,0,34,2017,May,20,16,0,3,1,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,474.0,,9,Transient-Party,130.0,0,0,Check-Out,2017-05-19 +City Hotel,0,5,2016,February,7,12,0,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient-Party,110.0,0,3,Check-Out,2016-02-13 +City Hotel,1,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,Canceled,2016-04-27 +City Hotel,0,16,2015,September,39,25,2,3,2,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,B,1,No Deposit,1.0,,0,Transient-Party,170.0,0,0,Check-Out,2015-09-30 +City Hotel,0,448,2017,June,24,17,2,1,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,2,Check-Out,2017-06-20 +City Hotel,0,0,2015,August,35,27,0,1,0,0.0,0,BB,PRT,Online TA,Direct,1,0,0,F,B,0,No Deposit,,,0,Contract,0.0,0,2,Check-Out,2015-08-28 +City Hotel,0,56,2015,September,39,25,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,44.0,,0,Transient-Party,185.0,0,0,Check-Out,2015-09-29 +City Hotel,0,7,2015,December,50,8,0,4,1,0.0,0,BB,GBR,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,Check-Out,2015-12-12 +City Hotel,0,98,2016,October,45,30,2,1,2,2.0,0,BB,SVN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,156.6,0,1,Check-Out,2016-11-02 +City Hotel,1,164,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,Canceled,2017-01-31 +Resort Hotel,1,305,2017,July,26,1,2,4,2,1.0,0,BB,AUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,93.38,0,1,Canceled,2016-09-04 +City Hotel,0,240,2016,October,44,27,1,3,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,90.95,0,2,Check-Out,2016-10-31 +City Hotel,1,75,2016,March,12,17,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,80.0,0,0,Canceled,2016-02-03 +City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,Canceled,2015-11-11 +City Hotel,1,8,2017,July,28,9,2,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,128.0,0,1,Canceled,2017-07-04 +City Hotel,1,112,2017,April,17,27,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,153.0,0,0,Canceled,2017-01-15 +Resort Hotel,1,53,2016,February,9,26,2,7,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,Canceled,2016-01-05 +City Hotel,0,14,2016,July,31,29,0,1,2,0.0,1,BB,GBR,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,84.15,0,1,Check-Out,2016-07-30 +City Hotel,1,59,2017,July,29,17,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.0,0,0,Canceled,2017-05-22 +City Hotel,0,95,2016,July,27,1,2,3,2,1.0,0,BB,FIN,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,130.5,0,1,Check-Out,2016-07-06 +City Hotel,1,216,2015,October,43,19,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,12.0,0,0,Canceled,2015-09-11 +City Hotel,1,66,2017,January,4,25,2,5,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.21,0,0,Canceled,2016-12-30 +City Hotel,1,199,2016,December,53,29,0,3,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,107.1,0,0,No-Show,2016-12-29 +City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,Canceled,2017-02-06 +City Hotel,0,103,2016,April,18,29,0,2,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,108.9,0,0,Check-Out,2016-05-01 +City Hotel,0,305,2017,May,21,25,0,2,3,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,142.2,0,2,Check-Out,2017-05-27 +City Hotel,1,304,2015,August,34,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,25,2015,December,50,8,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,0,Transient,90.0,0,0,Canceled,2015-11-17 +Resort Hotel,0,59,2015,August,35,23,4,10,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,C,C,1,No Deposit,241.0,,0,Transient,113.47,0,1,Check-Out,2015-09-06 +City Hotel,1,111,2017,July,28,15,2,1,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,177.33,0,2,No-Show,2017-07-15 +Resort Hotel,0,100,2016,May,22,25,0,1,2,0.0,0,BB,CHE,Offline TA/TO,TA/TO,0,0,0,D,F,0,No Deposit,251.0,,0,Transient,59.0,0,0,Check-Out,2016-05-26 +Resort Hotel,1,105,2016,December,50,8,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,C,1,No Deposit,240.0,,0,Transient,37.8,0,3,Canceled,2016-11-24 +City Hotel,1,316,2017,May,19,10,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.8,0,1,Canceled,2017-01-09 +City Hotel,1,75,2017,April,14,5,0,4,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,85.0,0,0,Canceled,2017-03-25 +City Hotel,0,169,2017,July,29,21,2,2,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,106.65,0,0,Check-Out,2017-07-25 +City Hotel,1,412,2016,August,35,25,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,159,2017,May,21,22,1,2,1,0.0,0,BB,CYP,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,126.0,0,0,Canceled,2017-02-22 +City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,Canceled,2016-02-10 +City Hotel,1,163,2017,July,28,13,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,0,Canceled,2017-01-31 +City Hotel,1,94,2016,November,45,4,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,0,Canceled,2016-08-18 +City Hotel,0,5,2015,August,34,17,3,10,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,92.31,0,2,Check-Out,2015-08-30 +City Hotel,0,18,2015,August,34,22,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,75.0,0,1,Check-Out,2015-08-23 +City Hotel,1,69,2017,April,14,6,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,197.0,0,Transient,85.0,0,0,Canceled,2017-01-27 +City Hotel,0,6,2016,May,19,3,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,227.0,0,Transient,110.0,0,0,Check-Out,2016-05-04 +City Hotel,0,221,2016,December,53,31,1,1,2,0.0,0,BB,CHN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,159.0,,0,Transient,71.28,0,0,Check-Out,2017-01-02 +City Hotel,1,310,2017,July,27,6,1,3,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,2,Canceled,2017-01-03 +City Hotel,1,220,2016,December,52,21,1,4,3,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,104.55,0,0,Canceled,2016-07-20 +City Hotel,0,24,2016,September,38,16,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,149.0,0,1,Check-Out,2016-09-18 +City Hotel,1,163,2017,July,27,3,1,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,1,Canceled,2017-05-22 +City Hotel,0,273,2016,October,45,31,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,90.3,0,1,Check-Out,2016-11-03 +City Hotel,0,28,2016,July,28,8,2,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,143.45,0,2,Check-Out,2016-07-12 +City Hotel,0,2,2017,February,5,3,0,1,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,80.0,0,0,Check-Out,2017-02-04 +City Hotel,0,138,2017,April,15,9,2,3,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,3,Check-Out,2017-04-14 +City Hotel,0,143,2017,May,22,29,1,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.5,0,0,Check-Out,2017-06-01 +City Hotel,0,19,2015,October,41,6,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,0,A,D,0,No Deposit,82.0,,0,Transient-Party,80.0,0,0,Check-Out,2015-10-09 +City Hotel,1,184,2017,May,18,1,1,2,2,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,Canceled,2016-10-29 +Resort Hotel,0,51,2016,March,12,17,0,1,2,0.0,0,BB,CHN,Groups,TA/TO,0,0,0,A,D,0,No Deposit,66.0,,0,Transient-Party,30.0,0,0,Check-Out,2016-03-18 +City Hotel,0,29,2017,January,3,18,0,3,1,0.0,0,BB,BEL,Groups,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient-Party,65.0,0,0,Check-Out,2017-01-21 +City Hotel,1,120,2017,June,26,29,0,1,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,171.0,0,0,Canceled,2017-03-09 +City Hotel,0,3,2016,May,20,13,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,14,E,E,0,Non Refund,,51.0,0,Transient-Party,106.0,0,0,Check-Out,2016-05-14 +City Hotel,1,85,2015,November,45,7,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,60,Transient,111.0,0,0,Canceled,2015-10-13 +City Hotel,0,396,2017,June,26,25,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,122.4,0,1,Check-Out,2017-06-27 +City Hotel,0,52,2016,October,44,28,2,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,120.6,0,1,Check-Out,2016-11-01 +City Hotel,0,49,2017,July,30,23,2,0,2,1.0,0,BB,GBR,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,168.5,0,1,Check-Out,2017-07-25 +City Hotel,1,300,2016,November,46,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0,Canceled,2016-03-14 +City Hotel,0,0,2017,January,2,13,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,80.0,1,1,Check-Out,2017-01-14 +City Hotel,1,308,2016,November,48,25,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,Canceled,2016-03-15 +City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,Check-Out,2016-06-26 +City Hotel,0,101,2016,April,18,26,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,35.0,,0,Transient-Party,98.0,0,0,Check-Out,2016-04-27 +City Hotel,0,69,2017,March,11,18,1,1,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,77.0,0,0,Check-Out,2017-03-20 +Resort Hotel,1,265,2016,August,32,1,1,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,240.0,0,0,Canceled,2016-04-26 +City Hotel,0,32,2015,November,47,20,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,73.0,0,0,Check-Out,2015-11-22 +City Hotel,0,214,2016,August,33,7,2,2,2,2.0,0,BB,NLD,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient-Party,158.95,0,1,Check-Out,2016-08-11 +City Hotel,0,31,2016,October,42,15,1,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,85.0,0,0,Check-Out,2016-10-17 +City Hotel,0,67,2017,January,1,2,1,1,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,102.6,0,0,Check-Out,2017-01-04 +City Hotel,0,22,2015,November,45,6,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,43.5,0,0,Check-Out,2015-11-10 +City Hotel,1,183,2017,May,19,11,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,130.0,0,0,Canceled,2017-04-05 +City Hotel,0,1,2016,March,13,22,0,1,2,0.0,0,SC,KWT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,0,Check-Out,2016-03-23 +City Hotel,0,171,2017,August,32,12,2,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,3,Check-Out,2017-08-17 +City Hotel,0,212,2017,June,22,2,1,2,2,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,2,No Deposit,20.0,,0,Transient-Party,127.33,0,0,Check-Out,2017-06-05 +City Hotel,0,0,2016,February,9,25,0,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,D,0,No Deposit,,45.0,0,Transient,0.0,0,1,Check-Out,2016-02-26 +Resort Hotel,1,138,2016,April,18,25,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,E,E,0,Non Refund,,,0,Transient,65.0,0,0,Canceled,2016-01-18 +City Hotel,1,196,2016,August,35,22,1,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.45,0,0,Canceled,2016-02-09 +City Hotel,1,292,2015,August,32,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,1,280,2016,September,39,19,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,35,Transient,110.0,0,0,Canceled,2016-01-18 +Resort Hotel,0,79,2016,May,23,30,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,99.5,1,1,Check-Out,2016-06-03 +City Hotel,0,0,2016,June,27,28,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,149.0,0,1,Check-Out,2016-06-29 +Resort Hotel,1,291,2016,August,33,12,2,6,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,195.3,0,1,Canceled,2016-05-26 +City Hotel,1,196,2016,September,37,4,4,6,2,0.0,0,SC,AUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,102.85,0,0,Canceled,2016-06-30 +Resort Hotel,1,42,2016,April,15,4,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,66.67,0,2,Canceled,2016-04-04 +City Hotel,0,14,2017,July,31,31,1,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.5,0,1,Check-Out,2017-08-02 +City Hotel,0,11,2015,December,50,11,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,B,B,0,No Deposit,,,0,Transient,0.0,0,1,Check-Out,2015-12-13 +City Hotel,0,119,2016,July,29,13,0,3,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient-Party,97.75,0,1,Check-Out,2016-07-16 +City Hotel,0,93,2016,March,12,17,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,1,Check-Out,2016-03-22 +City Hotel,0,7,2017,March,13,28,0,2,1,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,441.0,,0,Transient,103.0,0,0,Check-Out,2017-03-30 +City Hotel,1,40,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,130.0,0,0,Canceled,2017-05-05 +City Hotel,0,56,2015,September,39,25,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,44.0,,0,Transient-Party,185.0,0,0,Check-Out,2015-09-29 +City Hotel,0,98,2015,November,48,23,1,2,1,0.0,0,BB,MYS,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,70.0,0,1,Check-Out,2015-11-26 +City Hotel,0,73,2016,September,37,6,0,2,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,2,Check-Out,2016-09-08 +City Hotel,0,38,2017,June,24,15,0,1,2,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,120.0,0,2,Check-Out,2017-06-16 +City Hotel,1,337,2016,June,24,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,Canceled,2016-12-07 +City Hotel,0,18,2017,April,13,1,2,1,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,193.04,0,1,Check-Out,2017-04-04 +City Hotel,1,212,2017,February,8,22,0,4,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0,Canceled,2016-07-29 +City Hotel,0,158,2015,August,32,7,2,5,2,0.0,1,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,76.5,0,2,Check-Out,2015-08-14 +City Hotel,0,5,2015,September,38,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Contract,133.0,0,1,Check-Out,2015-09-20 +City Hotel,1,177,2016,May,20,8,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,0,Transient,121.0,0,0,Canceled,2016-01-07 +City Hotel,1,151,2016,January,4,19,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,19.0,,63,Transient-Party,80.0,0,0,Canceled,2015-11-14 +City Hotel,0,25,2016,October,43,16,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,85.0,0,0,Check-Out,2016-10-19 +Resort Hotel,1,26,2015,November,48,28,2,5,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,98.0,0,1,Canceled,2015-11-16 +City Hotel,1,28,2016,August,35,24,0,2,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,149.4,0,1,No-Show,2016-08-24 +City Hotel,0,86,2015,September,39,24,0,2,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,12.0,,0,Transient-Party,87.5,0,0,Check-Out,2015-09-26 +City Hotel,0,174,2016,November,45,1,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.9,0,3,Check-Out,2016-11-04 +City Hotel,0,12,2017,August,31,1,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.0,0,1,Check-Out,2017-08-02 +City Hotel,0,26,2015,December,52,26,2,2,3,0.0,0,BB,AUT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,16.0,,0,Transient,60.75,0,1,Check-Out,2015-12-30 +City Hotel,1,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,93,2017,March,10,8,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.8,0,1,Canceled,2017-02-28 +City Hotel,0,1,2016,July,31,26,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,2,No Deposit,,,0,Transient,79.5,0,0,Check-Out,2016-07-28 +City Hotel,1,16,2016,July,30,19,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.0,0,1,Canceled,2016-07-04 +Resort Hotel,1,168,2016,June,27,29,4,11,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,105.54,0,0,Canceled,2016-03-21 +City Hotel,1,216,2017,August,33,16,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,124.65,0,0,Canceled,2017-01-14 +City Hotel,1,279,2015,July,30,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,0,451,2017,July,28,12,0,3,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,2,Check-Out,2017-07-15 +City Hotel,0,12,2016,July,28,7,0,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,182.33,0,2,Check-Out,2016-07-10 +City Hotel,0,101,2016,May,21,17,0,3,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,C,0,No Deposit,173.0,,0,Transient,80.75,0,2,Check-Out,2016-05-20 +City Hotel,0,8,2015,October,43,21,0,2,2,2.0,0,BB,NLD,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Contract,205.0,1,1,Check-Out,2015-10-23 +City Hotel,0,232,2016,July,29,12,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Contract,105.25,1,1,Check-Out,2016-07-16 +City Hotel,1,66,2016,July,30,19,0,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,126.0,0,0,Canceled,2016-06-09 +City Hotel,0,8,2016,April,15,8,0,1,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.0,0,1,Check-Out,2016-04-09 +City Hotel,0,60,2017,March,13,30,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.4,0,0,Check-Out,2017-04-03 +Resort Hotel,1,138,2016,April,18,25,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,E,E,0,Non Refund,,,0,Transient,65.0,0,0,Canceled,2016-01-18 +City Hotel,1,151,2016,August,34,19,2,3,0,2.0,0,BB,POL,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,99.3,0,1,Canceled,2016-05-10 +City Hotel,1,457,2016,October,43,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,391,Transient,65.0,0,0,Canceled,2016-09-20 +City Hotel,0,37,2016,June,27,26,2,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,156.6,0,2,Check-Out,2016-06-30 +City Hotel,0,327,2015,September,37,9,2,4,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,76.0,0,0,Check-Out,2015-09-15 +City Hotel,1,16,2016,March,12,18,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.0,0,0,Canceled,2016-03-14 +City Hotel,1,161,2016,March,13,25,1,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,101,Transient,130.0,0,0,Canceled,2016-02-10 +City Hotel,1,189,2016,October,44,28,1,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,109.8,0,0,Canceled,2016-09-06 +City Hotel,1,23,2017,June,23,7,0,2,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,52.0,,0,Transient,166.5,0,0,Canceled,2017-05-19 +Resort Hotel,1,91,2016,December,52,23,2,4,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient-Party,75.6,0,1,Canceled,2016-10-11 +Resort Hotel,0,23,2015,August,35,23,4,7,3,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,218.3,0,1,Check-Out,2015-09-03 +City Hotel,1,100,2017,April,16,22,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,105.0,0,0,Canceled,2017-01-12 +City Hotel,1,288,2016,May,19,5,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,236,Transient-Party,65.0,0,0,Canceled,2016-03-14 +City Hotel,0,172,2017,June,25,18,2,0,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,219.46,0,1,Check-Out,2017-06-20 +City Hotel,1,97,2016,November,47,16,0,2,3,0.0,0,HB,HUN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,173.7,0,0,Canceled,2016-08-11 +City Hotel,0,264,2015,July,28,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-07-10 +City Hotel,0,57,2017,April,16,21,0,2,2,0.0,0,BB,CHE,Direct,Direct,0,0,0,F,D,0,No Deposit,14.0,,0,Transient,112.5,0,0,Check-Out,2017-04-23 +City Hotel,1,159,2017,July,29,21,0,2,3,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,163.8,0,0,Canceled,2017-03-03 +City Hotel,0,20,2017,March,11,13,1,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,254.0,,0,Transient-Party,153.67,0,0,Check-Out,2017-03-16 +City Hotel,0,13,2017,March,9,3,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,89.68,0,0,Check-Out,2017-03-05 +City Hotel,1,23,2017,February,8,21,0,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,K,1,No Deposit,14.0,,0,Transient,0.0,0,0,Canceled,2017-02-21 +Resort Hotel,1,149,2015,December,49,5,2,1,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,38.0,,0,Transient,68.0,0,0,Canceled,2015-11-19 +City Hotel,0,6,2016,May,21,18,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,D,0,No Deposit,,219.0,0,Transient,98.0,0,0,Check-Out,2016-05-19 +City Hotel,0,29,2016,February,7,12,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,78.5,1,1,Check-Out,2016-02-14 +City Hotel,0,95,2016,May,21,16,1,1,2,0.0,0,BB,AUS,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,22.0,,0,Transient,90.95,0,0,Check-Out,2016-05-18 +City Hotel,1,61,2017,January,4,25,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,Canceled,2016-11-25 +City Hotel,0,8,2016,March,14,30,0,1,2,1.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,128.0,0,2,Check-Out,2016-03-31 +City Hotel,0,44,2017,April,16,20,1,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,85.0,0,0,Check-Out,2017-04-24 +City Hotel,1,135,2016,May,22,28,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,Canceled,2016-02-09 +City Hotel,0,82,2016,July,27,1,2,4,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.3,0,1,Check-Out,2016-07-07 +City Hotel,0,75,2017,May,20,20,2,1,1,0.0,0,BB,AUS,Groups,TA/TO,0,0,0,A,A,1,No Deposit,229.0,,0,Transient-Party,91.33,0,0,Check-Out,2017-05-23 +City Hotel,1,261,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,120.0,0,0,Canceled,2015-07-08 +City Hotel,0,154,2017,May,22,31,0,4,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,135.0,0,1,Check-Out,2017-06-04 +City Hotel,0,27,2016,August,36,30,0,1,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Group,93.5,0,0,Check-Out,2016-08-31 +Resort Hotel,1,27,2017,August,35,28,1,4,2,2.0,0,HB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,341.0,0,0,Canceled,2017-08-02 +Resort Hotel,1,77,2016,August,35,26,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,182.33,0,0,Canceled,2016-06-22 +City Hotel,0,1,2017,May,21,21,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,0,Transient,99.0,0,0,Check-Out,2017-05-25 +City Hotel,1,24,2017,May,20,15,1,1,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,0,Canceled,2017-04-22 +Resort Hotel,1,62,2017,April,15,13,1,3,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,116.75,0,0,Canceled,2017-03-09 +City Hotel,1,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0,Canceled,2017-01-24 +City Hotel,1,202,2016,October,43,22,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,109.8,0,0,Canceled,2016-07-16 +City Hotel,0,176,2016,July,31,28,2,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.45,1,1,Check-Out,2016-08-03 +City Hotel,0,122,2016,December,50,8,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,83.0,,0,Transient-Party,68.0,0,0,Check-Out,2016-12-11 +City Hotel,1,15,2016,December,50,7,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,Canceled,2016-12-05 +Resort Hotel,0,26,2017,April,15,10,1,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,113.25,0,1,Check-Out,2017-04-14 +City Hotel,1,147,2016,July,28,7,1,3,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.55,0,1,No-Show,2016-07-07 +City Hotel,0,5,2016,November,47,15,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,11,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,Check-Out,2016-11-18 +City Hotel,0,35,2016,January,2,8,2,2,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,58.0,0,1,Check-Out,2016-01-12 +City Hotel,0,8,2016,August,33,9,0,4,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,148.0,1,1,Check-Out,2016-08-13 +City Hotel,0,83,2016,June,24,7,0,3,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,174.6,0,0,Check-Out,2016-06-10 +Resort Hotel,0,57,2017,April,14,5,0,3,2,0.0,0,BB,PRT,Direct,Corporate,0,0,0,A,E,4,No Deposit,,,0,Transient,76.67,0,0,Check-Out,2017-04-08 +City Hotel,1,98,2015,November,48,23,1,2,1,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,84.0,0,0,Canceled,2015-09-14 +City Hotel,0,19,2017,April,16,19,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,95.0,0,2,Check-Out,2017-04-21 +City Hotel,0,12,2016,August,33,12,2,5,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,1,Check-Out,2016-08-19 +City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,Canceled,2016-02-10 +City Hotel,1,79,2017,April,15,9,2,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,2,Canceled,2017-04-08 +Resort Hotel,1,296,2017,May,19,10,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,67.5,0,2,Canceled,2016-07-20 +City Hotel,1,45,2016,November,47,19,1,1,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,0,Canceled,2016-10-13 +City Hotel,0,28,2017,January,1,3,0,3,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.0,0,1,Check-Out,2017-01-06 +City Hotel,0,55,2015,December,53,31,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,104.0,,0,Transient,62.67,0,0,Check-Out,2016-01-03 +City Hotel,1,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +City Hotel,1,119,2017,February,5,4,2,1,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,84.24,0,1,Canceled,2016-11-30 +City Hotel,0,80,2017,July,27,7,2,2,3,2.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,297.25,0,0,Check-Out,2017-07-11 +City Hotel,1,48,2016,December,49,3,2,1,2,0.0,0,HB,ESP,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,115.2,0,0,Canceled,2016-11-29 +Resort Hotel,1,16,2017,August,33,15,0,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,240.0,,0,Transient,209.0,0,1,Canceled,2017-08-04 +City Hotel,0,176,2016,July,28,8,1,2,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,85.5,0,0,Check-Out,2016-07-11 +Resort Hotel,0,26,2017,July,31,31,2,5,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,270.51,1,2,Check-Out,2017-08-07 +City Hotel,0,109,2017,March,10,7,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,79.0,,0,Transient,63.36,0,0,Check-Out,2017-03-09 +City Hotel,0,68,2017,March,10,7,1,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,22.0,,0,Transient,68.0,0,1,Check-Out,2017-03-13 +Resort Hotel,1,183,2016,December,49,3,2,1,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,C,1,Non Refund,38.0,,0,Transient,72.0,0,0,Canceled,2016-10-26 +City Hotel,1,8,2016,November,48,24,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.67,0,2,Canceled,2016-11-18 +City Hotel,0,179,2017,July,29,18,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,80.1,0,1,Check-Out,2017-07-21 +City Hotel,0,220,2016,September,38,17,2,1,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,177.0,,0,Transient-Party,128.0,0,0,Check-Out,2016-09-20 +City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,Canceled,2016-02-10 +City Hotel,1,13,2015,August,34,20,0,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,80.0,0,1,Canceled,2015-08-17 +City Hotel,0,13,2016,March,13,20,1,0,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,220.0,,0,Transient-Party,85.0,0,1,Check-Out,2016-03-21 +City Hotel,0,35,2016,June,27,26,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.7,0,1,Check-Out,2016-07-01 +City Hotel,0,0,2016,November,49,30,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,383.0,0,Transient,64.0,0,1,Check-Out,2016-12-01 +City Hotel,0,78,2017,January,4,25,0,2,1,0.0,0,BB,RUS,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,365.0,0,Transient-Party,85.0,0,0,Check-Out,2017-01-27 +City Hotel,0,54,2016,November,46,11,2,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,77.25,0,1,Check-Out,2016-11-16 +City Hotel,0,65,2016,September,36,2,2,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.3,0,3,Check-Out,2016-09-06 +City Hotel,1,173,2017,June,24,17,1,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,83.0,,0,Transient,168.0,0,0,Canceled,2016-12-26 +City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +Resort Hotel,1,9,2015,October,43,24,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,171.0,,0,Transient,54.0,0,0,Canceled,2015-10-20 +City Hotel,1,172,2016,July,29,15,2,5,2,1.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,112.32,0,0,Canceled,2016-02-06 +City Hotel,0,22,2015,November,45,5,2,3,2,1.0,0,BB,ITA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,116.95,0,3,Check-Out,2015-11-10 +City Hotel,0,54,2016,March,13,20,2,1,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,180.0,1,1,Check-Out,2016-03-23 +City Hotel,1,104,2015,August,36,30,2,1,2,0.0,0,HB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,90.0,0,0,Canceled,2015-07-22 +City Hotel,0,12,2016,August,32,1,1,2,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,K,0,No Deposit,9.0,,0,Transient,128.0,1,2,Check-Out,2016-08-04 +City Hotel,1,26,2016,December,51,16,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.0,0,0,Canceled,2016-11-25 +City Hotel,0,11,2015,August,34,18,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Contract,95.33,0,1,Check-Out,2015-08-21 +City Hotel,0,46,2015,December,52,23,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,87.0,0,1,Check-Out,2015-12-25 +City Hotel,0,29,2017,August,34,24,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,111.2,0,1,Check-Out,2017-08-25 +City Hotel,0,256,2016,November,49,27,1,0,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,67.5,0,2,Check-Out,2016-11-28 +City Hotel,1,47,2016,March,12,16,0,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.5,0,0,Canceled,2016-02-20 +City Hotel,1,50,2016,November,47,13,2,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,114.0,0,2,Canceled,2016-11-07 +City Hotel,0,69,2017,April,15,15,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0,Check-Out,2017-04-19 +City Hotel,1,20,2017,July,30,25,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,160.0,0,1,No-Show,2017-07-25 +City Hotel,0,28,2017,February,7,12,2,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,67.15,0,1,Check-Out,2017-02-17 +City Hotel,1,119,2017,August,33,18,2,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,3,No Deposit,9.0,,0,Transient,195.0,0,0,Canceled,2017-05-13 +City Hotel,1,32,2016,May,21,21,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,129.2,0,0,Canceled,2016-04-20 +City Hotel,0,28,2016,January,2,8,0,2,2,0.0,0,HB,ROU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,83.0,,0,Transient-Party,97.0,0,0,Check-Out,2016-01-10 +City Hotel,0,44,2016,October,44,28,0,2,2,1.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,100.0,0,0,Check-Out,2016-10-30 +City Hotel,1,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,0,243,2015,September,36,1,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,65.29,0,0,Check-Out,2015-09-04 +City Hotel,1,166,2017,January,2,13,0,2,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,Canceled,2017-01-09 +City Hotel,1,53,2016,November,45,4,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1,Canceled,2016-10-31 +City Hotel,0,53,2016,October,42,14,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,77.0,,0,Transient-Party,120.0,0,0,Check-Out,2016-10-15 +City Hotel,1,283,2016,October,43,16,2,0,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,Canceled,2016-02-09 +City Hotel,0,86,2016,April,15,5,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.3,0,1,Check-Out,2016-04-08 +City Hotel,0,91,2017,July,30,23,2,2,2,0.0,0,BB,ISR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,112.5,0,1,Check-Out,2017-07-27 +City Hotel,0,72,2015,September,38,18,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,108.0,0,0,Check-Out,2015-09-19 +City Hotel,1,61,2017,March,10,10,2,5,1,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,74.8,0,0,Canceled,2017-01-09 +City Hotel,0,6,2016,October,41,3,1,0,1,0.0,0,BB,ESP,Corporate,Corporate,0,0,0,A,E,0,No Deposit,,174.0,0,Transient-Party,89.0,0,0,Check-Out,2016-10-04 +City Hotel,0,4,2015,November,48,27,0,2,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-11-29 +City Hotel,1,103,2016,September,40,28,0,1,1,0.0,0,SC,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,85.0,0,0,Canceled,2016-08-23 +City Hotel,1,102,2015,October,42,16,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +City Hotel,0,5,2016,August,34,15,1,0,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,114.3,0,1,Check-Out,2016-08-16 +City Hotel,0,17,2015,September,39,26,2,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,170.0,0,0,Check-Out,2015-09-30 +City Hotel,0,0,2016,August,32,2,0,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient,73.81,0,0,Check-Out,2016-08-03 +Resort Hotel,1,211,2016,November,45,5,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,11.0,,0,Transient,30.0,0,0,Canceled,2016-07-18 +City Hotel,1,323,2015,September,36,5,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +City Hotel,1,123,2017,August,34,26,2,3,3,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,252.0,0,1,Canceled,2017-04-28 +City Hotel,1,307,2015,August,34,20,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-06-29 +City Hotel,0,1,2016,April,17,23,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.0,0,2,Check-Out,2016-04-25 +Resort Hotel,0,6,2016,November,45,2,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,468.0,,0,Transient,39.6,0,0,Check-Out,2016-11-03 +City Hotel,0,44,2015,October,44,31,0,1,2,1.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,113.8,0,3,Check-Out,2015-11-01 +Resort Hotel,1,330,2015,October,41,8,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,142.0,,0,Transient,0.0,0,0,Canceled,2015-01-02 +City Hotel,0,273,2015,July,29,17,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Check-Out,2015-07-19 +City Hotel,1,152,2017,May,19,12,0,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,1,Canceled,2016-12-12 +City Hotel,0,256,2016,August,36,31,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,90.95,0,0,Check-Out,2016-09-04 +City Hotel,0,101,2016,May,22,25,0,4,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,132.6,0,0,Check-Out,2016-05-29 +City Hotel,1,11,2017,February,9,28,0,4,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.8,0,0,Canceled,2017-02-20 +City Hotel,0,0,2017,April,15,13,0,2,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,425.0,,0,Transient,123.0,0,0,Check-Out,2017-04-15 +City Hotel,1,391,2016,July,31,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0,Canceled,2015-12-09 +City Hotel,0,6,2017,May,20,14,2,1,1,0.0,0,BB,BRA,Groups,Corporate,0,0,0,A,A,0,No Deposit,,169.0,0,Transient-Party,110.0,0,0,Check-Out,2017-05-17 +City Hotel,1,112,2016,September,39,23,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,134.1,0,1,Canceled,2016-09-09 +City Hotel,0,11,2015,October,41,7,0,1,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,83.0,,0,Group,143.2,0,0,Check-Out,2015-10-08 +City Hotel,0,39,2016,February,9,26,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,81.0,0,1,Check-Out,2016-02-27 +Resort Hotel,1,238,2016,September,37,7,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,D,D,0,Non Refund,1.0,,0,Transient,89.0,0,0,Canceled,2016-02-09 +City Hotel,0,1,2016,June,27,26,2,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,127.0,0,0,Check-Out,2016-06-29 +City Hotel,0,0,2017,March,11,12,1,0,1,0.0,0,BB,CHN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,22.0,,0,Transient,75.0,0,1,Check-Out,2017-03-13 +City Hotel,0,141,2016,September,39,23,0,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,163.8,0,1,Check-Out,2016-09-25 +City Hotel,1,91,2017,April,15,12,0,3,2,0.0,0,SC,ARG,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.0,0,0,Canceled,2017-01-24 +City Hotel,1,207,2017,July,27,6,0,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,156.6,0,0,Canceled,2017-04-17 +City Hotel,0,1,2015,October,41,6,0,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,E,A,1,No Deposit,14.0,,0,Transient,146.0,0,0,Check-Out,2015-10-07 +City Hotel,0,1,2016,July,28,8,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,184.5,0,2,Check-Out,2016-07-12 +Resort Hotel,1,108,2016,May,19,3,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,88.0,0,1,Canceled,2016-02-12 +City Hotel,0,75,2016,March,14,28,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,82.45,0,0,Check-Out,2016-04-01 +City Hotel,0,48,2017,May,18,4,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,115.6,0,0,Check-Out,2017-05-08 +City Hotel,1,60,2017,July,30,29,2,1,2,0.0,0,SC,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.33,0,1,Canceled,2017-05-30 +City Hotel,1,27,2017,May,21,21,2,1,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,171.0,0,0,Canceled,2017-04-29 +City Hotel,0,95,2016,April,17,20,0,2,1,0.0,0,HB,AUT,Groups,TA/TO,0,0,0,A,B,0,No Deposit,35.0,,0,Transient-Party,74.0,0,0,Check-Out,2016-04-22 +Resort Hotel,1,253,2015,September,37,12,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,58.95,0,0,Canceled,2015-06-17 +City Hotel,1,162,2016,October,42,14,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,Canceled,2016-08-11 +City Hotel,0,163,2016,October,44,23,2,3,1,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,74.65,0,2,Check-Out,2016-10-28 +City Hotel,0,296,2016,September,39,21,0,4,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,26.0,,0,Transient-Party,117.0,0,1,Check-Out,2016-09-25 +City Hotel,0,336,2016,September,39,21,2,6,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,84.13,0,0,Check-Out,2016-09-29 +City Hotel,0,7,2016,August,33,9,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,E,1,No Deposit,,40.0,0,Transient,65.0,0,0,Check-Out,2016-08-10 +City Hotel,0,101,2017,April,15,9,2,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,136.8,0,4,Check-Out,2017-04-14 +City Hotel,0,25,2016,November,48,22,0,3,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,98.0,0,0,Check-Out,2016-11-25 +Resort Hotel,1,99,2015,August,34,22,2,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,166.0,0,2,Canceled,2015-07-23 +City Hotel,0,120,2017,January,4,25,1,4,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,2,Check-Out,2017-01-30 +City Hotel,1,360,2015,October,42,12,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,0,60,2016,September,37,6,2,5,3,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,15.0,,0,Transient,167.04,0,0,Check-Out,2016-09-13 +City Hotel,0,138,2015,August,34,22,2,1,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,17.0,,0,Transient-Party,72.5,0,0,Check-Out,2015-08-25 +City Hotel,1,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +Resort Hotel,1,178,2017,May,20,18,0,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,145.0,0,0,Canceled,2016-11-22 +City Hotel,1,144,2017,January,4,27,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.6,0,2,Canceled,2016-09-15 +Resort Hotel,1,101,2015,July,27,4,2,6,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,96.3,0,1,Canceled,2015-05-12 +City Hotel,0,2,2016,June,25,16,0,1,2,1.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Transient,168.0,0,2,Check-Out,2016-06-17 +City Hotel,1,176,2016,September,38,15,0,3,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,143.1,0,0,Canceled,2016-06-28 +City Hotel,0,65,2016,November,48,20,1,0,1,0.0,0,SC,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0,Check-Out,2016-11-21 +City Hotel,1,356,2015,October,41,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,0,0,2016,June,27,26,1,0,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,127.0,0,0,Check-Out,2016-06-27 +City Hotel,0,35,2015,December,52,26,0,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,97.0,0,1,Check-Out,2015-12-27 +City Hotel,0,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Check-Out,2015-09-20 +City Hotel,0,43,2017,May,19,8,1,2,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,119.2,0,0,Check-Out,2017-05-11 +City Hotel,1,207,2017,August,31,1,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0,Canceled,2017-04-30 +City Hotel,0,1,2016,March,10,4,1,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,137.0,0,2,Check-Out,2016-03-07 +City Hotel,0,69,2015,September,37,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-09-11 +City Hotel,0,98,2017,May,18,3,0,4,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient-Party,143.0,0,1,Check-Out,2017-05-07 +City Hotel,1,182,2016,July,31,26,0,4,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,85.25,0,0,Canceled,2016-05-09 +City Hotel,0,35,2016,May,21,16,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,179.0,0,Transient,89.0,0,0,Check-Out,2016-05-17 +City Hotel,0,282,2015,October,41,10,2,1,2,0.0,0,BB,SWE,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,76.67,0,0,Check-Out,2015-10-13 +City Hotel,1,52,2017,March,11,13,1,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,56.0,,0,Transient,80.0,0,0,Canceled,2017-01-20 +City Hotel,0,97,2015,October,41,7,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-10-09 +City Hotel,0,1,2016,June,25,17,1,2,1,0.0,0,BB,AUT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,70.0,0,0,Check-Out,2016-06-20 +City Hotel,0,2,2016,January,3,13,0,2,1,0.0,0,BB,DEU,Online TA,TA/TO,1,11,4,A,A,0,No Deposit,9.0,,0,Transient,77.5,0,0,Check-Out,2016-01-15 +City Hotel,0,135,2017,March,13,31,2,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,86.49,0,1,Check-Out,2017-04-05 +City Hotel,1,140,2017,July,28,11,0,2,2,1.0,0,HB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,167.4,0,0,Canceled,2017-07-04 +City Hotel,1,113,2016,February,9,25,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,44,Transient,75.0,0,0,Canceled,2015-12-18 +City Hotel,0,33,2015,October,43,21,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,B,B,0,No Deposit,83.0,,0,Transient,83.16,0,0,Check-Out,2015-10-24 +City Hotel,0,46,2016,August,34,14,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,2,Check-Out,2016-08-17 +City Hotel,1,158,2017,June,25,23,2,2,2,2.0,0,BB,SVK,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,198.0,0,1,Canceled,2017-05-05 +City Hotel,0,2,2016,June,25,16,0,2,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,129.0,0,1,Check-Out,2016-06-18 +City Hotel,1,286,2015,July,31,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +City Hotel,1,221,2016,August,33,12,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,147,Transient-Party,80.0,0,0,Canceled,2016-06-16 +Resort Hotel,1,42,2016,September,39,23,0,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,109.0,0,1,Canceled,2016-08-26 +City Hotel,1,43,2015,October,43,23,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,2.0,,0,Transient-Party,0.0,0,0,Canceled,2015-09-24 +City Hotel,0,17,2016,July,29,11,1,1,2,0.0,0,SC,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,139.0,0,0,Check-Out,2016-07-13 +City Hotel,0,123,2016,March,14,28,1,3,3,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,B,1,No Deposit,,,0,Transient,93.0,0,3,Check-Out,2016-04-01 +Resort Hotel,1,103,2016,February,7,9,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,332.0,,0,Transient-Party,50.0,0,0,Canceled,2016-01-16 +Resort Hotel,1,74,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,70.0,0,0,Canceled,2016-01-21 +City Hotel,1,95,2016,April,18,27,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,82.07,0,1,No-Show,2016-04-27 +Resort Hotel,1,4,2016,January,5,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,,0,Transient,38.0,0,0,Canceled,2016-01-25 +Resort Hotel,1,220,2017,August,33,19,4,6,2,2.0,0,BB,IRL,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,244.0,0,0,Canceled,2017-01-12 +City Hotel,0,32,2016,November,47,15,0,2,2,0.0,0,BB,DEU,Complementary,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,75.0,0,1,Check-Out,2016-11-17 +City Hotel,0,5,2017,January,3,17,0,3,1,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,99.67,0,0,Check-Out,2017-01-20 +Resort Hotel,1,44,2015,December,49,5,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,134.0,,0,Transient-Party,70.0,0,0,Canceled,2015-11-30 +City Hotel,0,188,2016,September,40,28,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,8.0,,0,Transient,134.4,0,1,Check-Out,2016-10-04 +City Hotel,1,74,2016,October,42,9,2,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,118.8,0,0,Canceled,2016-07-27 +City Hotel,1,61,2017,January,4,25,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,Canceled,2016-11-25 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..4accbefbbf9f34ee2c27c0b553f8fc832ae43620 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test_current.csv @@ -0,0 +1,2 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +Resort Hotel,0,0,2015,November,48,24,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,241.0,,0,Transient,36.96,0,0,Check-Out,2015-11-25 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/Hotel_booking_demand_B4_007_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/Hotel_booking_demand_B4_007_current.json new file mode 100644 index 0000000000000000000000000000000000000000..dd3dca603c68899ef53f4e5df908b00f24a10bbf --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/Hotel_booking_demand_B4_007_current.json @@ -0,0 +1,7453 @@ +{ + "id": "007", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "Hotel booking demand", + "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_007/test.csv", + "query": "To better manage our high-season inventory, we need to understand which long-lead-time bookings are most stable. Looking at the trends in the new batch of data , pull out all reservations for the 'City Hotel' with a 'lead time' greater than 300 days. Among these, highlight the ones that were eventually canceled, as these pose the biggest risk to our revenue planning.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "002", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 20, + "arrival_date_year": 2017, + "arrival_date_month": "March", + "arrival_date_week_number": 11, + "arrival_date_day_of_month": 13, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 2, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "FRA", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 1, + "deposit_type": "No Deposit", + "agent": 254.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 153.67, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-03-16" + } + }, + { + "scenario_id": "004", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 131, + "arrival_date_year": 2017, + "arrival_date_month": "May", + "arrival_date_week_number": 21, + "arrival_date_day_of_month": 23, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 5, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "HB", + "country": "GBR", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "C", + "assigned_room_type": "C", + "booking_changes": 1, + "deposit_type": "No Deposit", + "agent": 250.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 131.63, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-05-30" + } + }, + { + "scenario_id": "010", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 55, + "arrival_date_year": 2016, + "arrival_date_month": "July", + "arrival_date_week_number": 28, + "arrival_date_day_of_month": 7, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 1, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Corporate", + "distribution_channel": "Corporate", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": null, + "company": 219.0, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 79.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-07-08" + } + }, + { + "scenario_id": "014", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 140, + "arrival_date_year": 2016, + "arrival_date_month": "July", + "arrival_date_week_number": 32, + "arrival_date_day_of_month": 31, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "FRA", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 113.9, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2016-03-16" + } + }, + { + "scenario_id": "017", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 1, + "arrival_date_year": 2015, + "arrival_date_month": "September", + "arrival_date_week_number": 37, + "arrival_date_day_of_month": 6, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 0, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 1.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 6.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-09-05" + } + }, + { + "scenario_id": "024", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 167, + "arrival_date_year": 2017, + "arrival_date_month": "May", + "arrival_date_week_number": 18, + "arrival_date_day_of_month": 6, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 5, + "adults": 3, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "BRA", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 174.21, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2017-04-04" + } + }, + { + "scenario_id": "028", + "features": { + "hotel": "Resort Hotel", + 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"op": "==", + "val": "City Hotel" + }, + { + "col": "lead_time", + "op": ">", + "val": 300 + } + ], + "target_class_value": "canceled" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..6aadceb3a3362e67818e0d8936eec9bf53a36820 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/current.csv @@ -0,0 +1,201 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date +Resort Hotel,0,131,2017,May,21,23,2,5,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,C,C,1,No Deposit,250.0,,0,Transient,131.63,0,0,2017-05-30 +City Hotel,0,55,2016,July,28,7,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,219.0,0,Transient-Party,79.0,0,0,2016-07-08 +City Hotel,1,140,2016,July,32,31,2,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,113.9,0,0,2016-03-16 +City Hotel,1,1,2015,September,37,6,2,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,6.0,0,0,2015-09-05 +City Hotel,1,167,2017,May,18,6,2,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,174.21,0,0,2017-04-04 +Resort Hotel,1,15,2017,August,31,2,0,4,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,264.0,0,1,2017-07-19 +City Hotel,0,68,2016,July,28,4,1,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,6.0,,0,Transient,107.95,0,0,2016-07-06 +Resort Hotel,1,99,2016,January,3,12,2,10,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,242.0,,0,Transient,41.4,0,0,2015-10-28 +Resort Hotel,1,132,2017,June,24,15,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.0,0,1,2017-02-08 +City Hotel,1,192,2016,October,43,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,29.0,,0,Transient-Party,95.0,0,0,2016-09-06 +City Hotel,0,53,2016,March,12,17,1,3,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,81.7,0,1,2016-03-21 +Resort Hotel,0,0,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,45.0,0,0,2016-01-23 +City Hotel,0,2,2016,November,49,27,2,2,2,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.89,0,1,2016-12-01 +City Hotel,0,282,2015,October,41,10,2,1,2,0.0,0,BB,SWE,Offline TA/TO,TA/TO,0,0,0,A,F,0,No Deposit,21.0,,0,Transient-Party,76.67,0,0,2015-10-13 +City Hotel,1,249,2017,May,21,24,0,4,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.5,0,2,2016-09-25 +City Hotel,0,80,2017,July,27,7,0,1,2,0.0,0,BB,DNK,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,108.0,0,1,2017-07-08 +City Hotel,1,265,2015,July,28,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2014-10-17 +City Hotel,1,155,2016,June,27,27,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,0,2016-01-24 +Resort Hotel,0,145,2017,February,9,26,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,36.72,0,0,2017-03-09 +City Hotel,0,167,2017,August,31,4,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,166.5,0,0,2017-08-08 +Resort Hotel,0,143,2016,June,23,2,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,72.0,0,1,2016-06-06 +City Hotel,1,173,2016,July,28,8,0,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.5,0,0,2016-06-26 +City Hotel,0,181,2016,October,42,11,0,2,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0,2016-10-13 +Resort Hotel,0,303,2016,September,36,1,4,10,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,171.0,,0,Transient,90.06,0,0,2016-09-15 +City Hotel,1,175,2017,July,28,15,2,1,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,2017-01-28 +City Hotel,0,2,2017,May,21,21,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,27.0,,0,Transient,157.25,0,0,2017-05-25 +City Hotel,1,303,2016,August,34,19,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,2016-07-19 +Resort Hotel,0,9,2017,April,14,7,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,115.0,0,2,2017-04-08 +City Hotel,1,122,2016,April,18,29,2,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.2,0,0,2015-12-29 +Resort Hotel,0,2,2016,October,45,30,2,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,E,1,No Deposit,240.0,,0,Transient,66.0,0,1,2016-11-01 +Resort Hotel,0,66,2015,December,49,5,1,1,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,155.0,,0,Transient-Party,64.0,0,0,2015-12-07 +City Hotel,0,28,2016,November,45,2,0,1,1,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,0,2016-11-03 +Resort Hotel,0,1,2015,December,50,12,0,1,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,79.0,1,1,2015-12-13 +Resort Hotel,0,197,2016,April,18,30,1,1,2,0.0,0,HB,AUT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0,2016-05-02 +City Hotel,0,63,2017,August,34,23,0,3,1,0.0,0,BB,CHE,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,119.4,0,0,2017-08-26 +Resort Hotel,0,203,2017,May,21,25,2,5,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,59.71,1,0,2017-06-01 +City Hotel,1,139,2017,July,28,13,1,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.1,0,0,2017-02-25 +City Hotel,1,135,2017,June,26,30,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,0,Transient,120.0,0,0,2017-02-15 +Resort Hotel,0,71,2015,October,41,8,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Contract,48.0,1,1,2015-10-11 +City Hotel,0,44,2017,June,25,19,2,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,112.91,0,1,2017-06-26 +City Hotel,1,212,2016,July,31,27,4,10,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,2,2016-04-17 +City Hotel,0,29,2016,August,36,30,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,122.0,0,2,2016-08-31 +Resort Hotel,1,53,2017,March,10,5,2,5,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,30.0,0,0,2017-01-11 +City Hotel,1,35,2017,August,32,8,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,2017-07-07 +City Hotel,0,10,2015,October,40,1,2,5,2,0.0,0,HB,FRA,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,171.71,0,0,2015-10-08 +City Hotel,0,1,2016,August,33,7,1,0,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,98.0,0,0,2016-08-08 +City Hotel,0,22,2016,March,13,20,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.0,0,1,2016-03-21 +City Hotel,0,0,2016,December,50,7,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,98.0,0,2,2016-12-08 +City Hotel,1,181,2017,May,21,25,0,2,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,130.0,0,0,2016-11-25 +City Hotel,1,46,2017,January,1,1,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,65.0,0,0,2016-12-21 +City Hotel,0,44,2017,April,16,20,0,3,1,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,1.0,,0,Transient-Party,106.67,0,0,2017-04-23 +City Hotel,0,16,2016,April,16,12,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.67,0,2,2016-04-15 +City Hotel,0,9,2016,December,51,16,0,1,1,0.0,0,BB,PRT,Online TA,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,86.0,0,0,2016-12-17 +Resort Hotel,1,277,2016,July,29,12,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,92.57,0,1,2015-10-16 +City Hotel,1,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,77,2017,July,28,11,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,2,2017-04-26 +Resort Hotel,0,104,2016,April,18,28,2,7,2,2.0,0,BB,CHE,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,99.22,1,1,2016-05-07 +Resort Hotel,0,26,2016,February,7,9,1,5,2,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,I,5,No Deposit,,364.0,0,Transient-Party,0.0,0,1,2016-02-15 +City Hotel,0,12,2016,October,43,21,0,2,2,1.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1,2016-10-23 +City Hotel,0,28,2017,April,16,21,0,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,93.5,0,0,2017-04-22 +City Hotel,1,23,2016,October,43,20,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.0,0,1,2016-10-10 +City Hotel,1,2,2017,June,24,11,1,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,100.0,0,0,2017-06-09 +City Hotel,0,377,2016,October,42,14,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-10-16 +City Hotel,0,164,2016,September,40,30,2,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.9,0,1,2016-10-04 +Resort Hotel,0,60,2016,January,3,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,6.0,,0,Transient,26.0,0,0,2016-01-23 +Resort Hotel,0,2,2016,November,48,26,1,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,250.0,,0,Transient,38.0,0,0,2016-11-28 +City Hotel,0,38,2016,November,46,10,0,3,2,0.0,0,BB,FIN,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,145.0,0,0,2016-11-13 +Resort Hotel,0,134,2016,August,34,18,0,3,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,179.0,0,1,2016-08-21 +City Hotel,0,55,2016,June,27,26,2,0,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,148.8,1,2,2016-06-28 +Resort Hotel,0,222,2016,June,25,13,2,5,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,F,3,No Deposit,250.0,,0,Transient,93.5,0,0,2016-06-20 +City Hotel,0,217,2016,December,50,5,3,7,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,46.63,0,1,2016-12-15 +City Hotel,0,130,2016,June,27,28,1,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,D,4,No Deposit,7.0,,0,Transient,125.51,0,2,2016-07-04 +Resort Hotel,0,2,2016,May,23,30,1,2,1,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,68.8,0,0,2016-06-02 +City Hotel,1,102,2016,June,24,5,1,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,2016-06-02 +Resort Hotel,1,178,2015,August,33,10,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,E,E,0,No Deposit,5.0,,0,Transient,119.25,0,0,2015-06-15 +City Hotel,1,305,2016,October,40,1,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,35.0,,17,Transient,100.0,0,0,2015-12-18 +City Hotel,1,81,2017,July,28,12,0,2,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.0,0,2,2017-04-23 +City Hotel,0,81,2016,June,27,30,1,3,2,0.0,0,SC,CHL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.5,0,1,2016-07-04 +Resort Hotel,0,40,2015,July,28,11,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,166.0,0,0,2015-07-18 +Resort Hotel,0,129,2015,July,28,10,2,4,2,0.0,0,FB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,5.0,,0,Transient,157.5,1,0,2015-07-16 +City Hotel,0,332,2016,September,39,22,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,77.23,0,2,2016-09-26 +City Hotel,1,343,2015,September,39,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-09-22 +City Hotel,1,255,2016,November,46,12,2,5,0,2.0,0,BB,TUR,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,72.0,0,0,2016-03-10 +Resort Hotel,1,166,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,24,0,A,A,0,Non Refund,,,0,Transient,121.5,0,0,2015-04-28 +Resort Hotel,0,4,2016,January,5,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,,0,Transient,38.0,0,0,2016-01-27 +City Hotel,0,30,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient-Party,88.4,0,0,2016-03-06 +City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,ISL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,2017-04-23 +City Hotel,0,4,2016,July,28,6,0,3,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,1,2016-07-09 +City Hotel,0,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,2016-04-07 +Resort Hotel,1,12,2016,March,11,8,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,82.0,0,Transient,30.0,0,0,2016-02-29 +City Hotel,0,1,2015,September,37,6,2,0,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,B,0,No Deposit,1.0,,0,Transient-Party,75.0,0,0,2015-09-08 +City Hotel,1,104,2017,May,20,16,0,3,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-03-02 +City Hotel,0,140,2015,November,47,18,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,1,No Deposit,29.0,,87,Transient-Party,65.0,0,0,2015-11-21 +City Hotel,1,393,2017,April,16,22,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,2016-04-17 +City Hotel,0,3,2017,June,23,5,1,5,1,0.0,0,BB,AUT,Aviation,Corporate,0,0,0,A,A,0,No Deposit,,153.0,0,Transient,95.0,0,0,2017-06-11 +Resort Hotel,0,0,2016,June,25,13,1,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,121.0,1,0,2016-06-15 +Resort Hotel,0,0,2016,April,18,30,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient-Party,101.0,1,0,2016-05-01 +City Hotel,1,46,2017,June,25,20,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,2017-06-06 +City Hotel,0,13,2016,June,24,8,0,2,2,0.0,0,BB,SGP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.0,0,1,2016-06-10 +City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,2016-06-26 +City Hotel,0,233,2017,June,26,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,111.06,0,2,2017-07-04 +Resort Hotel,0,140,2017,June,24,12,1,3,2,1.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient-Party,164.0,1,1,2017-06-16 +Resort Hotel,0,77,2015,September,40,28,3,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,72.1,0,0,2015-10-08 +City Hotel,0,80,2017,June,22,2,1,2,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1,2017-06-05 +City Hotel,0,44,2016,May,22,23,1,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,1,2016-05-25 +Resort Hotel,0,320,2017,June,22,3,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,68.4,0,0,2017-06-17 +City Hotel,1,626,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,2016-09-26 +City Hotel,0,59,2016,July,27,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,85.0,0,0,2016-07-04 +City Hotel,1,212,2017,May,21,22,2,5,2,0.0,0,HB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.56,0,1,2017-05-10 +City Hotel,0,48,2016,March,14,28,1,1,2,0.0,0,BB,RUS,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,80.1,0,1,2016-03-30 +City Hotel,0,11,2016,June,25,14,0,1,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,78.8,0,0,2016-06-15 +Resort Hotel,0,6,2016,March,12,17,0,1,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,D,1,No Deposit,66.0,,0,Transient-Party,26.0,0,0,2016-03-18 +City Hotel,0,23,2015,October,42,11,1,0,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,114.0,0,1,2015-10-12 +City Hotel,0,24,2017,June,23,4,2,1,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,170.0,0,1,2017-06-07 +City Hotel,1,0,2016,January,4,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,,0,Transient,65.0,0,0,2016-01-19 +City Hotel,1,223,2017,August,34,24,0,3,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,172.8,0,0,2017-05-10 +City Hotel,0,209,2016,August,33,7,2,1,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,127.8,0,2,2016-08-10 +City Hotel,0,4,2016,May,23,31,0,1,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,260.0,0,Transient-Party,121.0,0,0,2016-06-01 +Resort Hotel,0,6,2017,March,9,1,0,4,2,0.0,0,BB,BEL,Groups,Corporate,0,0,0,A,A,3,No Deposit,,223.0,0,Transient-Party,37.0,0,0,2017-03-05 +Resort Hotel,0,11,2015,July,29,17,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,155.5,1,0,2015-07-19 +City Hotel,0,7,2015,August,34,19,1,4,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,B,0,No Deposit,,,0,Transient,67.0,0,0,2015-08-24 +City Hotel,0,145,2016,July,31,30,2,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,9.0,,0,Transient-Party,134.3,0,2,2016-08-03 +City Hotel,0,5,2015,September,39,20,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,14.0,,0,Transient,146.0,1,2,2015-09-21 +City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,2015-11-11 +City Hotel,0,81,2016,May,19,1,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.85,0,2,2016-05-05 +Resort Hotel,0,4,2016,May,22,28,0,1,1,0.0,0,HB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,408.0,0,Transient,65.0,0,0,2016-05-29 +Resort Hotel,1,23,2016,July,29,13,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,161.1,0,0,2016-06-21 +City Hotel,1,89,2016,July,28,5,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,114.3,0,0,2016-04-24 +City Hotel,0,78,2016,April,15,7,0,2,2,2.0,0,BB,RUS,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,177.3,1,2,2016-04-09 +City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,2015-01-30 +Resort Hotel,0,138,2016,August,33,10,0,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,I,0,No Deposit,240.0,,0,Transient,0.0,0,1,2016-08-10 +Resort Hotel,0,2,2016,March,11,10,0,1,1,0.0,0,BB,,Corporate,Corporate,0,0,1,A,A,0,No Deposit,146.0,,0,Transient,42.0,1,0,2016-03-11 +City Hotel,0,53,2016,September,39,18,2,0,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,94.5,1,0,2016-09-20 +City Hotel,0,111,2017,August,34,24,0,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,195.0,0,2,2017-08-26 +City Hotel,1,315,2017,July,30,28,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,0,2016-11-09 +City Hotel,0,20,2017,March,11,13,1,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,254.0,,0,Transient-Party,153.67,0,0,2017-03-16 +Resort Hotel,0,8,2016,March,10,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,1,2016-03-06 +City Hotel,1,40,2016,June,27,30,4,10,1,0.0,0,BB,AGO,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,244.43,0,0,2016-06-30 +Resort Hotel,0,10,2016,March,12,14,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,2,No Deposit,139.0,99.0,0,Transient,37.0,0,0,2016-03-17 +City Hotel,0,256,2016,June,25,15,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-06-17 +Resort Hotel,0,161,2017,July,30,28,1,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,177.0,,0,Transient,141.0,0,0,2017-07-31 +Resort Hotel,0,36,2015,November,47,20,0,2,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,C,0,No Deposit,38.0,,0,Transient-Party,64.0,0,0,2015-11-22 +City Hotel,0,336,2017,May,19,13,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,2017-05-14 +City Hotel,0,12,2016,September,39,18,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,171.33,0,1,2016-09-21 +City Hotel,1,447,2016,September,40,29,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,1,42,2017,June,24,17,2,4,2,0.0,0,SC,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,133.33,0,1,2017-06-05 +City Hotel,1,34,2015,August,32,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-29 +Resort Hotel,1,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0,2015-12-11 +City Hotel,1,17,2016,July,31,29,0,1,2,1.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,2,2016-07-15 +Resort Hotel,0,163,2015,September,38,13,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,243.0,,0,Contract,62.48,0,0,2015-09-24 +City Hotel,0,7,2016,March,10,2,0,2,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,94.0,,0,Transient-Party,65.0,0,0,2016-03-04 +City Hotel,0,27,2016,March,11,6,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,66.0,0,0,2016-03-09 +City Hotel,1,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,0,26,2016,March,11,7,1,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,87.0,0,0,2016-03-12 +Resort Hotel,1,17,2016,October,43,17,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,1,2016-10-04 +Resort Hotel,0,144,2016,May,21,18,4,9,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,79.05,0,0,2016-05-31 +City Hotel,0,141,2016,August,36,29,1,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.5,0,2,2016-09-01 +Resort Hotel,0,14,2017,February,6,9,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,467.0,,0,Transient,38.4,0,0,2017-02-10 +Resort Hotel,0,134,2017,March,10,9,2,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,48.43,0,2,2017-03-14 +Resort Hotel,0,1,2017,February,9,27,1,0,1,0.0,0,BB,PRT,Direct,Direct,1,0,2,A,A,0,No Deposit,,,0,Transient-Party,55.0,0,1,2017-02-28 +City Hotel,0,264,2015,July,28,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-10 +Resort Hotel,0,89,2015,August,33,15,2,5,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,67.0,,0,Transient,145.75,1,1,2015-08-22 +City Hotel,0,99,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,E,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,2016-02-20 +City Hotel,0,78,2016,April,15,7,0,1,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,86.0,,0,Transient,72.72,0,0,2016-04-08 +City Hotel,0,1,2017,August,32,10,0,1,2,0.0,0,SC,USA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,190.0,0,0,2017-08-11 +Resort Hotel,0,103,2016,May,19,1,2,3,2,0.0,0,BB,NLD,Groups,TA/TO,0,0,0,A,A,7,No Deposit,95.0,,0,Transient-Party,47.0,0,0,2016-05-06 +Resort Hotel,0,2,2017,April,16,21,0,1,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,185.0,0,0,2017-04-22 +City Hotel,0,106,2016,April,18,29,1,2,2,0.0,0,BB,ITA,Direct,Direct,0,0,0,A,B,1,No Deposit,14.0,,0,Transient-Party,94.5,0,0,2016-05-02 +City Hotel,0,122,2017,July,29,19,0,4,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,199.13,0,1,2017-07-23 +Resort Hotel,0,7,2015,December,49,2,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,6.0,,0,Transient-Party,8.0,0,1,2015-12-03 +City Hotel,0,75,2016,June,23,4,1,1,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,89.28,0,0,2016-06-06 +City Hotel,1,278,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-06-29 +Resort Hotel,0,110,2017,May,19,9,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,40.95,0,0,2017-05-16 +Resort Hotel,0,69,2015,December,53,31,0,3,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,199.73,0,3,2016-01-03 +City Hotel,1,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,0,2,2016,June,25,12,2,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.5,0,2,2016-06-14 +Resort Hotel,0,3,2017,June,24,12,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,4.0,0,1,2017-06-14 +City Hotel,1,131,2017,June,24,16,1,2,2,0.0,0,BB,CZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-02-05 +City Hotel,1,86,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,35,Transient,85.0,0,0,2015-12-02 +City Hotel,0,4,2016,April,16,14,0,3,2,0.0,0,BB,ARG,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,110.15,1,0,2016-04-17 +Resort Hotel,0,5,2016,April,18,29,0,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,0.0,1,3,2016-04-30 +Resort Hotel,0,9,2017,July,27,7,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,2,2017-07-10 +Resort Hotel,0,4,2016,August,34,18,0,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,20.0,1,1,2016-08-19 +City Hotel,1,84,2017,June,26,27,0,3,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-04-06 +City Hotel,1,140,2017,April,17,28,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,130.0,0,0,2017-03-20 +City Hotel,1,414,2015,December,49,5,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,2015-07-23 +Resort Hotel,1,262,2016,May,22,22,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,52.2,0,1,2016-05-06 +Resort Hotel,0,142,2017,April,15,9,2,4,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,84.49,0,2,2017-04-15 +Resort Hotel,0,294,2016,June,26,21,0,5,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,64.8,0,1,2016-06-26 +Resort Hotel,0,17,2016,October,44,28,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,2,No Deposit,,317.0,0,Transient-Party,63.0,0,0,2016-10-30 +Resort Hotel,0,3,2017,February,5,4,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,1,2017-02-05 +Resort Hotel,0,76,2015,November,45,1,2,3,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Contract,55.04,0,0,2015-11-06 +City Hotel,1,433,2016,September,37,8,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,2015-10-20 +Resort Hotel,0,322,2016,June,26,22,0,3,2,0.0,0,HB,POL,Groups,Direct,0,0,0,A,A,0,No Deposit,,,75,Transient-Party,92.0,0,0,2016-06-25 +City Hotel,0,12,2016,November,48,26,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,83.13,0,0,2016-11-27 +Resort Hotel,0,134,2015,July,28,8,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,84.15,0,0,2015-07-12 +Resort Hotel,0,107,2015,July,27,2,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.7,0,2,2015-07-09 +City Hotel,0,183,2016,September,37,8,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,44.0,,0,Transient-Party,100.0,0,0,2016-09-11 +Resort Hotel,0,243,2016,October,41,6,2,3,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,D,D,0,No Deposit,91.0,,0,Transient-Party,55.1,0,0,2016-10-11 +Resort Hotel,0,33,2016,November,47,15,0,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,26.99,0,1,2016-11-19 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/info.json new file mode 100644 index 0000000000000000000000000000000000000000..4816c05993309461836de8622438e342f2e503ff --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/info.json @@ -0,0 +1,398 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract).", + "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).", + "reservation_status_date": "Date when the reservation status was last updated." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "adr": [ + -6.38, + 5400.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "children": [ + 0.0, + 10.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "is_canceled": [ + 0.0, + 1.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "country": [ + "ABW", + "AGO", + "AIA", + "ALB", + "AND", + "ARE", + "ARG", + "ARM", + "ASM", + "ATA", + "ATF", + "AUS", + "AUT", + "AZE", + "BDI", + "BEL", + "BEN", + "BFA", + "BGD", + "BGR", + "BHR", + "BHS", + "BIH", + "BLR", + "BOL", + "BRA", + "BRB", + "BWA", + "CAF", + "CHE", + "CHL", + "CHN", + "CIV", + "CMR", + "CN", + "COL", + "COM", + "CPV", + "CRI", + "CUB", + "CYM", + "CYP", + "CZE", + "DEU", + "DJI", + "DMA", + "DNK", + "DOM", + "DZA", + "ECU", + "EGY", + "ESP", + "EST", + "ETH", + "FIN", + "FJI", + "FRA", + "FRO", + "GAB", + "GBR", + "GEO", + "GGY", + "GHA", + "GIB", + "GLP", + "GNB", + "GRC", + "GTM", + "GUY", + "HKG", + "HND", + "HRV", + "HUN", + "IDN", + "IMN", + "IND", + "IRL", + "IRN", + "IRQ", + "ISL", + "ISR", + "ITA", + "JAM", + "JEY", + "JOR", + "JPN", + "KAZ", + "KEN", + "KHM", + "KIR", + "KNA", + "KOR", + "KWT", + "LAO", + "LBN", + "LBY", + "LCA", + "LIE", + "LKA", + "LTU", + "LUX", + "LVA", + "MAC", + "MAR", + "MCO", + "MDG", + "MDV", + "MEX", + "MKD", + "MLI", + "MLT", + "MMR", + "MNE", + "MOZ", + "MRT", + "MUS", + "MWI", + "MYS", + "MYT", + "NAM", + "NCL", + "NGA", + "NIC", + "NLD", + "NOR", + "NPL", + "NZL", + "OMN", + "PAK", + "PAN", + "PER", + "PHL", + "PLW", + "POL", + "PRI", + "PRT", + "PRY", + "PYF", + "QAT", + "ROU", + "RUS", + "RWA", + "SAU", + "SDN", + "SEN", + "SGP", + "SLE", + "SLV", + "SMR", + "SRB", + "STP", + "SUR", + "SVK", + "SVN", + "SWE", + "SYC", + "SYR", + "TGO", + "THA", + "TJK", + "TMP", + "TUN", + "TUR", + "TWN", + "TZA", + "UGA", + "UKR", + "UMI", + "URY", + "USA", + "UZB", + "VEN", + "VGB", + "VNM", + "ZAF", + "ZMB", + "ZWE" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "reservation_status": [ + "Canceled", + "Check-Out", + "No-Show" + ], + "reservation_status_date": "string", + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..a573af0e8b9967fe8559a59dfc1d57d1c9ff4c36 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test.csv @@ -0,0 +1,501 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,34,2015,December,50,8,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,0,Transient,90.0,0,0,Canceled,2015-11-17 +City Hotel,0,20,2017,March,11,13,1,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,254.0,,0,Transient-Party,153.67,0,0,Check-Out,2017-03-16 +City Hotel,0,12,2017,April,14,5,0,2,1,0.0,0,BB,POL,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,129.0,0,0,Check-Out,2017-04-07 +Resort Hotel,0,131,2017,May,21,23,2,5,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,C,C,1,No Deposit,250.0,,0,Transient,131.63,0,0,Check-Out,2017-05-30 +City Hotel,0,53,2015,August,35,24,1,1,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-08-26 +Resort Hotel,0,0,2015,October,42,12,1,0,2,0.0,0,HB,ESP,Online TA,TA/TO,1,0,0,F,F,0,No Deposit,,,0,Transient,106.0,0,1,Check-Out,2015-10-13 +Resort Hotel,0,1,2016,May,21,20,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,89.0,0,1,Check-Out,2016-05-22 +Resort Hotel,0,9,2016,May,21,15,1,0,1,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,Refundable,,,0,Transient-Party,70.0,0,0,Check-Out,2016-05-16 +City Hotel,0,57,2015,October,41,10,2,1,2,0.0,0,SC,CHE,Online TA,TA/TO,0,0,0,A,E,1,No Deposit,11.0,,0,Transient,84.69,0,1,Check-Out,2015-10-13 +City Hotel,0,55,2016,July,28,7,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,219.0,0,Transient-Party,79.0,0,0,Check-Out,2016-07-08 +City Hotel,0,175,2017,June,23,9,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,130.0,0,0,Check-Out,2017-06-11 +City Hotel,0,8,2015,August,33,15,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,75.0,0,0,Check-Out,2015-08-22 +City Hotel,1,134,2016,August,33,7,1,0,3,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,146.7,0,0,Canceled,2016-08-03 +City Hotel,1,140,2016,July,32,31,2,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,113.9,0,0,Canceled,2016-03-16 +City Hotel,0,250,2016,September,36,3,2,1,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.3,0,1,Check-Out,2016-09-06 +Resort Hotel,0,18,2016,February,9,27,1,1,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,80.0,0,0,Check-Out,2016-02-29 +City Hotel,1,1,2015,September,37,6,2,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,6.0,0,0,Canceled,2015-09-05 +City Hotel,1,114,2016,December,49,1,1,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,1,Canceled,2016-11-05 +Resort Hotel,0,2,2015,October,44,28,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,118.0,0,Transient,48.0,0,0,Check-Out,2015-10-29 +City Hotel,0,174,2016,November,45,1,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.9,0,3,Check-Out,2016-11-04 +Resort Hotel,1,157,2016,October,40,1,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,Non Refund,96.0,,0,Transient,52.0,0,0,Canceled,2016-05-09 +City Hotel,0,34,2015,October,44,26,1,4,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,B,B,1,No Deposit,83.0,,0,Transient,111.96,0,0,Check-Out,2015-10-31 +Resort Hotel,0,0,2016,August,35,24,0,1,1,0.0,0,BB,,Corporate,Corporate,0,0,4,A,A,0,No Deposit,,,0,Transient,126.0,0,0,Check-Out,2016-08-25 +City Hotel,1,167,2017,May,18,6,2,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,174.21,0,0,Canceled,2017-04-04 +Resort Hotel,0,35,2017,June,25,22,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,162.83,0,1,Check-Out,2017-06-25 +City Hotel,0,45,2015,October,42,16,2,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,7.0,,0,Transient,78.54,0,2,Check-Out,2015-10-20 +City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,Check-Out,2016-06-26 +Resort Hotel,1,15,2017,August,31,2,0,4,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,264.0,0,1,Canceled,2017-07-19 +City Hotel,0,218,2017,June,24,15,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,180.5,0,2,Check-Out,2017-06-18 +City Hotel,0,68,2016,July,28,4,1,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,6.0,,0,Transient,107.95,0,0,Check-Out,2016-07-06 +Resort Hotel,1,99,2016,January,3,12,2,10,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,242.0,,0,Transient,41.4,0,0,Canceled,2015-10-28 +City Hotel,0,35,2016,March,11,6,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,65.06,0,1,Check-Out,2016-03-10 +Resort Hotel,0,320,2017,June,22,3,2,5,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,74.25,0,1,Check-Out,2017-06-10 +Resort Hotel,1,132,2017,June,24,15,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.0,0,1,Canceled,2017-02-08 +Resort Hotel,0,300,2017,July,31,30,2,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient-Party,149.81,1,2,Check-Out,2017-08-06 +City Hotel,0,28,2016,August,33,13,2,3,3,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,83.0,,0,Transient,194.8,0,0,Check-Out,2016-08-18 +City Hotel,1,39,2017,February,7,16,1,3,3,0.0,0,BB,LUX,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,113.9,0,2,Canceled,2017-01-17 +City Hotel,1,192,2016,October,43,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,29.0,,0,Transient-Party,95.0,0,0,Canceled,2016-09-06 +City Hotel,0,10,2016,August,35,27,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,140.8,1,1,Check-Out,2016-09-01 +Resort Hotel,0,50,2015,November,46,10,0,2,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Transient,55.04,0,0,Check-Out,2015-11-12 +City Hotel,0,219,2017,June,24,14,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,118.0,0,1,Check-Out,2017-06-17 +City Hotel,0,53,2016,March,12,17,1,3,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,81.7,0,1,Check-Out,2016-03-21 +Resort Hotel,0,0,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,45.0,0,0,Check-Out,2016-01-23 +Resort Hotel,0,46,2015,December,53,27,4,9,1,0.0,0,FB,PRT,Direct,Direct,0,1,0,E,E,1,No Deposit,,,0,Transient,124.38,0,2,Check-Out,2016-01-09 +Resort Hotel,0,93,2015,December,52,26,2,3,2,0.0,1,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,48.42,0,1,Check-Out,2015-12-31 +City Hotel,0,2,2016,November,49,27,2,2,2,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.89,0,1,Check-Out,2016-12-01 +City Hotel,0,282,2015,October,41,10,2,1,2,0.0,0,BB,SWE,Offline TA/TO,TA/TO,0,0,0,A,F,0,No Deposit,21.0,,0,Transient-Party,76.67,0,0,Check-Out,2015-10-13 +City Hotel,0,90,2017,May,22,30,0,2,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,153.0,0,1,Check-Out,2017-06-01 +City Hotel,1,249,2017,May,21,24,0,4,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.5,0,2,Canceled,2016-09-25 +City Hotel,0,1,2016,December,52,20,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,79.5,0,3,Check-Out,2016-12-21 +City Hotel,0,80,2017,July,27,7,0,1,2,0.0,0,BB,DNK,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,108.0,0,1,Check-Out,2017-07-08 +City Hotel,1,105,2017,March,13,31,2,2,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.7,0,1,Canceled,2016-12-27 +City Hotel,1,265,2015,July,28,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +City Hotel,1,12,2015,September,38,14,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-09-14 +City Hotel,1,155,2016,June,27,27,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,0,Canceled,2016-01-24 +Resort Hotel,0,145,2017,February,9,26,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,36.72,0,0,Check-Out,2017-03-09 +City Hotel,0,167,2017,August,31,4,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,166.5,0,0,Check-Out,2017-08-08 +City Hotel,0,5,2015,August,36,31,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,105.25,0,1,Check-Out,2015-09-04 +City Hotel,0,107,2017,April,15,14,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,1,Check-Out,2017-04-15 +Resort Hotel,0,11,2015,December,50,6,2,0,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,5.0,,0,Transient,37.0,0,0,Check-Out,2015-12-08 +City Hotel,0,156,2017,July,29,16,2,2,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.6,0,0,Check-Out,2017-07-20 +Resort Hotel,0,143,2016,June,23,2,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,72.0,0,1,Check-Out,2016-06-06 +City Hotel,0,58,2016,November,46,10,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-11-13 +City Hotel,0,0,2016,September,39,19,1,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,168.0,0,2,Check-Out,2016-09-21 +City Hotel,1,173,2016,July,28,8,0,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.5,0,0,Canceled,2016-06-26 +City Hotel,0,181,2016,October,42,11,0,2,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0,Check-Out,2016-10-13 +Resort Hotel,0,303,2016,September,36,1,4,10,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,171.0,,0,Transient,90.06,0,0,Check-Out,2016-09-15 +City Hotel,1,175,2017,July,28,15,2,1,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,Canceled,2017-01-28 +City Hotel,0,2,2017,May,21,21,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,27.0,,0,Transient,157.25,0,0,Check-Out,2017-05-25 +City Hotel,0,5,2017,February,7,13,1,3,1,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,93.0,0,0,Check-Out,2017-02-17 +Resort Hotel,1,77,2017,August,34,24,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,198.0,0,0,Canceled,2017-06-12 +City Hotel,1,303,2016,August,34,19,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,Canceled,2016-07-19 +City Hotel,1,13,2016,July,28,8,0,1,2,0.0,0,SC,ISR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,137.0,0,0,Canceled,2016-07-04 +City Hotel,0,457,2017,August,34,25,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,6.0,,0,Transient-Party,122.4,0,1,Check-Out,2017-08-27 +Resort Hotel,0,194,2016,October,43,22,2,5,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,430.0,,0,Transient,82.28,0,0,Check-Out,2016-10-29 +Resort Hotel,1,124,2017,April,15,9,2,5,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,492.0,,0,Transient,80.0,0,0,Canceled,2017-02-28 +Resort Hotel,0,9,2017,April,14,7,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,115.0,0,2,Check-Out,2017-04-08 +Resort Hotel,0,19,2015,December,51,14,1,1,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,314.0,,0,Transient,54.4,0,2,Check-Out,2015-12-16 +City Hotel,1,239,2015,October,42,17,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2015-08-17 +City Hotel,0,18,2015,November,46,11,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,101.0,0,2,Check-Out,2015-11-12 +Resort Hotel,0,16,2016,February,8,14,4,6,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,57.64,0,0,Check-Out,2016-02-24 +City Hotel,1,122,2016,April,18,29,2,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.2,0,0,Canceled,2015-12-29 +Resort Hotel,0,2,2016,October,45,30,2,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,E,1,No Deposit,240.0,,0,Transient,66.0,0,1,Check-Out,2016-11-01 +City Hotel,1,146,2016,June,23,1,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,100.3,0,0,Canceled,2016-01-13 +Resort Hotel,0,180,2016,July,31,27,2,8,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,115.0,,0,Transient,115.2,0,1,Check-Out,2016-08-06 +City Hotel,1,162,2016,July,27,1,1,2,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,0,Canceled,2016-01-31 +City Hotel,0,15,2016,November,45,1,0,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,85.0,0,1,Check-Out,2016-11-05 +City Hotel,0,0,2016,July,28,8,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,157.0,0,0,Check-Out,2016-07-09 +Resort Hotel,0,66,2015,December,49,5,1,1,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,155.0,,0,Transient-Party,64.0,0,0,Check-Out,2015-12-07 +City Hotel,0,28,2016,November,45,2,0,1,1,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,0,Check-Out,2016-11-03 +Resort Hotel,0,0,2016,October,42,10,1,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,1,No Deposit,,,0,Transient,75.0,0,1,Check-Out,2016-10-12 +Resort Hotel,0,17,2015,October,43,18,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,243.0,,0,Transient,42.5,0,0,Check-Out,2015-10-25 +City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2016-04-04 +City Hotel,1,183,2017,July,28,14,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,117.9,0,0,Canceled,2017-01-12 +Resort Hotel,0,0,2016,February,9,23,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,34.0,0,0,Check-Out,2016-02-24 +Resort Hotel,0,1,2015,December,50,12,0,1,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,79.0,1,1,Check-Out,2015-12-13 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,Canceled,2016-01-06 +City Hotel,0,44,2017,April,16,20,0,3,2,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,A,4,No Deposit,1.0,,0,Transient-Party,125.0,0,1,Check-Out,2017-04-23 +City Hotel,0,2,2016,January,5,27,0,1,1,0.0,0,BB,PRT,Complementary,Direct,1,2,0,A,F,0,No Deposit,,45.0,0,Transient-Party,0.0,0,3,Check-Out,2016-01-28 +City Hotel,0,153,2017,July,29,18,0,4,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.1,0,0,Check-Out,2017-07-22 +Resort Hotel,0,197,2016,April,18,30,1,1,2,0.0,0,HB,AUT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0,Check-Out,2016-05-02 +City Hotel,0,170,2017,April,15,12,0,3,2,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,84.0,0,1,Check-Out,2017-04-15 +City Hotel,0,63,2017,August,34,23,0,3,1,0.0,0,BB,CHE,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,119.4,0,0,Check-Out,2017-08-26 +City Hotel,1,299,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +Resort Hotel,0,203,2017,May,21,25,2,5,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,59.71,1,0,Check-Out,2017-06-01 +City Hotel,1,139,2017,July,28,13,1,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.1,0,0,Canceled,2017-02-25 +City Hotel,1,135,2017,June,26,30,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,0,Transient,120.0,0,0,Canceled,2017-02-15 +Resort Hotel,0,71,2015,October,41,8,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Contract,48.0,1,1,Check-Out,2015-10-11 +City Hotel,0,44,2017,June,25,19,2,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,112.91,0,1,Check-Out,2017-06-26 +City Hotel,1,212,2016,July,31,27,4,10,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,2,Canceled,2016-04-17 +City Hotel,0,29,2016,August,36,30,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,122.0,0,2,Check-Out,2016-08-31 +Resort Hotel,1,53,2017,March,10,5,2,5,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,30.0,0,0,Canceled,2017-01-11 +City Hotel,1,35,2017,August,32,8,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,Canceled,2017-07-07 +Resort Hotel,0,269,2016,June,24,10,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,64.8,0,2,Check-Out,2016-06-13 +Resort Hotel,1,30,2016,November,46,12,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,36.84,0,0,Canceled,2016-10-13 +Resort Hotel,1,59,2017,August,35,28,2,5,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,201.43,0,2,Canceled,2017-08-17 +Resort Hotel,0,0,2016,October,41,4,0,2,1,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,E,0,No Deposit,,,0,Transient,120.0,0,0,Check-Out,2016-10-06 +City Hotel,0,10,2015,October,40,1,2,5,2,0.0,0,HB,FRA,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,171.71,0,0,Check-Out,2015-10-08 +City Hotel,0,1,2016,August,33,7,1,0,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,98.0,0,0,Check-Out,2016-08-08 +City Hotel,0,22,2016,March,13,20,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.0,0,1,Check-Out,2016-03-21 +City Hotel,0,0,2016,December,50,7,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,98.0,0,2,Check-Out,2016-12-08 +City Hotel,0,47,2017,April,13,1,2,1,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,171.0,0,0,Check-Out,2017-04-04 +City Hotel,1,48,2017,February,6,9,1,3,3,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,147.9,0,1,Canceled,2017-01-01 +City Hotel,0,12,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,85.67,0,0,Check-Out,2015-10-28 +City Hotel,1,181,2017,May,21,25,0,2,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,130.0,0,0,Canceled,2016-11-25 +Resort Hotel,0,383,2016,October,41,6,0,3,2,0.0,0,BB,GBR,Groups,Direct,0,0,2,A,A,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,Check-Out,2016-10-09 +City Hotel,0,116,2017,April,17,25,0,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,121.5,0,1,Check-Out,2017-04-29 +City Hotel,1,46,2017,January,1,1,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,65.0,0,0,Canceled,2016-12-21 +Resort Hotel,0,31,2016,March,10,4,2,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,56.0,0,2,Check-Out,2016-03-10 +City Hotel,0,44,2017,April,16,20,0,3,1,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,1.0,,0,Transient-Party,106.67,0,0,Check-Out,2017-04-23 +City Hotel,1,290,2015,August,32,3,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,0,70,2017,May,22,28,2,0,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,171.0,0,1,Check-Out,2017-05-30 +City Hotel,0,14,2016,April,18,29,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,57.5,0,0,Check-Out,2016-04-30 +City Hotel,1,11,2015,November,45,6,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,D,E,0,No Deposit,9.0,,0,Transient,126.0,0,1,Canceled,2015-11-02 +City Hotel,0,77,2016,May,20,12,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,1,D,E,0,No Deposit,9.0,,0,Transient,140.4,0,1,Check-Out,2016-05-13 +City Hotel,0,85,2017,May,22,28,2,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,89.1,0,1,Check-Out,2017-06-01 +Resort Hotel,0,293,2017,June,26,27,2,5,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,D,D,3,No Deposit,147.0,,0,Transient,102.55,0,0,Check-Out,2017-07-04 +City Hotel,0,16,2016,April,16,12,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.67,0,2,Check-Out,2016-04-15 +City Hotel,1,189,2017,April,16,21,0,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,133.2,0,0,Canceled,2016-10-14 +City Hotel,0,9,2016,December,51,16,0,1,1,0.0,0,BB,PRT,Online TA,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,86.0,0,0,Check-Out,2016-12-17 +City Hotel,0,37,2016,February,7,12,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.3,0,0,Check-Out,2016-02-17 +Resort Hotel,1,277,2016,July,29,12,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,92.57,0,1,Canceled,2015-10-16 +City Hotel,1,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,0,53,2015,August,35,24,1,1,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-08-26 +City Hotel,0,5,2016,June,23,2,0,1,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,9.0,,0,Transient,119.0,0,0,Check-Out,2016-06-03 +City Hotel,0,6,2016,November,48,25,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,161.0,0,0,Check-Out,2016-11-26 +Resort Hotel,0,13,2016,October,41,3,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,6.0,,0,Transient,40.0,0,0,Check-Out,2016-10-06 +Resort Hotel,0,51,2015,July,30,20,1,4,2,0.0,0,HB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,20.0,0,Transient,152.0,0,0,Check-Out,2015-07-25 +Resort Hotel,0,21,2016,March,13,22,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,54.0,0,0,Check-Out,2016-03-24 +City Hotel,1,102,2017,March,12,23,1,3,3,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,134.3,0,2,Canceled,2016-12-14 +Resort Hotel,0,39,2017,July,29,18,0,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,116.5,0,0,Check-Out,2017-07-23 +City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2016-04-04 +City Hotel,1,77,2017,July,28,11,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,2,Canceled,2017-04-26 +Resort Hotel,0,104,2016,April,18,28,2,7,2,2.0,0,BB,CHE,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,99.22,1,1,Check-Out,2016-05-07 +Resort Hotel,0,12,2016,May,21,16,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,184.0,,0,Transient,70.0,1,0,Check-Out,2016-05-17 +Resort Hotel,0,102,2017,April,17,29,2,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,177.0,,0,Transient,63.0,0,0,Check-Out,2017-05-06 +City Hotel,0,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1,Check-Out,2017-06-27 +Resort Hotel,0,26,2016,February,7,9,1,5,2,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,I,5,No Deposit,,364.0,0,Transient-Party,0.0,0,1,Check-Out,2016-02-15 +City Hotel,0,129,2017,August,34,23,1,4,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,135.0,0,1,Check-Out,2017-08-28 +City Hotel,1,145,2016,June,26,21,0,2,2,0.0,0,BB,HKG,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.55,0,1,Canceled,2016-06-13 +City Hotel,0,12,2016,October,43,21,0,2,2,1.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1,Check-Out,2016-10-23 +City Hotel,0,28,2017,April,16,21,0,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,93.5,0,0,Check-Out,2017-04-22 +City Hotel,1,23,2016,October,43,20,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.0,0,1,Canceled,2016-10-10 +Resort Hotel,0,170,2016,June,23,3,2,5,2,0.0,0,BB,LTU,Direct,Direct,0,0,0,E,E,0,No Deposit,250.0,,0,Transient,93.5,1,2,Check-Out,2016-06-10 +City Hotel,1,9,2017,March,12,19,2,5,2,3.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,230.84,0,1,Canceled,2017-03-13 +City Hotel,1,46,2016,March,12,18,2,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,63.58,0,0,Canceled,2016-02-23 +City Hotel,0,141,2017,March,13,30,0,2,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,7.0,,0,Transient,91.48,0,1,Check-Out,2017-04-01 +City Hotel,1,2,2017,June,24,11,1,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,100.0,0,0,Canceled,2017-06-09 +City Hotel,0,4,2017,February,7,13,1,0,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,52.0,,0,Transient,75.0,0,0,Check-Out,2017-02-14 +City Hotel,0,377,2016,October,42,14,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-10-16 +City Hotel,0,164,2016,September,40,30,2,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.9,0,1,Check-Out,2016-10-04 +Resort Hotel,0,60,2016,January,3,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,6.0,,0,Transient,26.0,0,0,Check-Out,2016-01-23 +City Hotel,0,128,2016,February,6,5,2,5,2,0.0,0,BB,NLD,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,43.43,0,1,Check-Out,2016-02-12 +Resort Hotel,0,2,2016,November,48,26,1,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,250.0,,0,Transient,38.0,0,0,Check-Out,2016-11-28 +City Hotel,0,7,2016,May,23,29,2,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,141.95,0,2,Check-Out,2016-06-03 +City Hotel,0,38,2016,November,46,10,0,3,2,0.0,0,BB,FIN,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,145.0,0,0,Check-Out,2016-11-13 +City Hotel,0,47,2017,February,7,13,1,1,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,79.2,0,0,Check-Out,2017-02-15 +City Hotel,0,0,2016,May,19,4,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,40.0,,0,Transient,65.0,0,0,Check-Out,2016-05-05 +City Hotel,0,4,2016,February,8,14,4,7,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,106.0,0,0,Check-Out,2016-02-25 +Resort Hotel,0,134,2016,August,34,18,0,3,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,179.0,0,1,Check-Out,2016-08-21 +City Hotel,0,55,2016,June,27,26,2,0,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,148.8,1,2,Check-Out,2016-06-28 +Resort Hotel,0,222,2016,June,25,13,2,5,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,F,3,No Deposit,250.0,,0,Transient,93.5,0,0,Check-Out,2016-06-20 +City Hotel,1,110,2015,July,30,25,2,1,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,Canceled,2015-07-22 +City Hotel,0,217,2016,December,50,5,3,7,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,46.63,0,1,Check-Out,2016-12-15 +Resort Hotel,1,279,2015,October,41,8,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,1,0,A,A,0,No Deposit,142.0,,0,Transient-Party,63.4,0,0,Canceled,2015-07-07 +Resort Hotel,0,0,2017,January,5,30,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,1,A,D,0,No Deposit,,,0,Transient,52.0,0,0,Check-Out,2017-01-31 +City Hotel,0,130,2016,June,27,28,1,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,D,4,No Deposit,7.0,,0,Transient,125.51,0,2,Check-Out,2016-07-04 +Resort Hotel,1,149,2015,December,49,5,2,1,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,38.0,,0,Transient,68.0,0,0,Canceled,2015-11-19 +City Hotel,1,79,2017,February,9,27,1,0,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Canceled,2017-02-10 +City Hotel,0,12,2016,February,8,20,2,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.0,0,0,Check-Out,2016-02-23 +Resort Hotel,0,2,2016,May,23,30,1,2,1,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,68.8,0,0,Check-Out,2016-06-02 +City Hotel,1,102,2016,June,24,5,1,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,Canceled,2016-06-02 +City Hotel,1,28,2017,April,18,30,2,1,2,0.0,0,BB,MAR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,152.67,0,2,Canceled,2017-04-18 +City Hotel,0,46,2016,October,45,31,2,5,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,112.0,0,0,Check-Out,2016-11-07 +City Hotel,0,3,2017,August,31,3,0,1,2,1.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,200.0,0,0,Check-Out,2017-08-04 +Resort Hotel,1,178,2015,August,33,10,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,E,E,0,No Deposit,5.0,,0,Transient,119.25,0,0,Canceled,2015-06-15 +City Hotel,1,305,2016,October,40,1,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,35.0,,17,Transient,100.0,0,0,Canceled,2015-12-18 +City Hotel,1,81,2017,July,28,12,0,2,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.0,0,2,Canceled,2017-04-23 +City Hotel,1,61,2016,September,40,30,0,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,132.3,0,1,Canceled,2016-09-17 +City Hotel,0,32,2017,August,34,25,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,170.0,0,1,Check-Out,2017-08-27 +City Hotel,1,48,2016,September,38,14,0,1,1,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,120.0,0,0,Canceled,2016-08-03 +City Hotel,0,279,2017,April,17,24,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.8,0,1,Check-Out,2017-04-27 +City Hotel,0,81,2016,June,27,30,1,3,2,0.0,0,SC,CHL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.5,0,1,Check-Out,2016-07-04 +City Hotel,1,75,2017,April,16,21,1,2,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,169.2,0,0,Canceled,2017-02-08 +Resort Hotel,0,38,2017,May,21,25,1,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,G,G,1,No Deposit,242.0,,0,Transient,170.0,0,0,Check-Out,2017-05-29 +Resort Hotel,0,75,2015,October,41,4,4,6,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,60.4,0,1,Check-Out,2015-10-14 +Resort Hotel,0,40,2015,July,28,11,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,166.0,0,0,Check-Out,2015-07-18 +City Hotel,0,19,2017,May,19,12,2,5,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,184.29,0,1,Check-Out,2017-05-19 +City Hotel,0,31,2016,October,44,27,0,3,2,0.0,0,BB,THA,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,9.0,,0,Transient,129.0,0,2,Check-Out,2016-10-30 +Resort Hotel,0,37,2015,August,35,27,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,104.97,0,1,Check-Out,2015-08-31 +Resort Hotel,0,129,2015,July,28,10,2,4,2,0.0,0,FB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,5.0,,0,Transient,157.5,1,0,Check-Out,2015-07-16 +Resort Hotel,0,138,2015,September,39,24,2,8,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,243.0,,0,Contract,55.6,0,0,Check-Out,2015-10-04 +City Hotel,0,332,2016,September,39,22,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,77.23,0,2,Check-Out,2016-09-26 +City Hotel,1,343,2015,September,39,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,Canceled,2015-09-22 +City Hotel,1,255,2016,November,46,12,2,5,0,2.0,0,BB,TUR,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,72.0,0,0,Canceled,2016-03-10 +Resort Hotel,1,166,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,24,0,A,A,0,Non Refund,,,0,Transient,121.5,0,0,Canceled,2015-04-28 +Resort Hotel,0,4,2016,January,5,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,,0,Transient,38.0,0,0,Check-Out,2016-01-27 +Resort Hotel,0,1,2016,May,19,4,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,3,A,A,0,No Deposit,,,0,Transient,63.0,0,0,Check-Out,2016-05-05 +City Hotel,0,215,2016,November,48,21,1,1,1,0.0,0,BB,NLD,Groups,Corporate,0,0,0,A,A,1,No Deposit,,233.0,0,Transient,75.0,0,0,Check-Out,2016-11-23 +City Hotel,0,0,2015,August,35,28,0,2,2,0.0,0,BB,PRT,Direct,Direct,1,0,2,F,B,2,No Deposit,,,0,Transient-Party,78.0,0,2,Check-Out,2015-08-30 +City Hotel,1,123,2017,May,18,1,1,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,139.5,0,1,Canceled,2017-04-05 +City Hotel,1,1,2017,February,8,22,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,435.0,0,Transient,80.0,0,0,Canceled,2017-02-22 +Resort Hotel,0,386,2016,October,43,20,1,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,2,No Deposit,,,0,Transient-Party,49.0,0,0,Check-Out,2016-10-24 +City Hotel,0,30,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient-Party,88.4,0,0,Check-Out,2016-03-06 +City Hotel,1,214,2016,October,41,7,1,2,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.9,0,0,Canceled,2016-04-04 +City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,ISL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,Check-Out,2017-04-23 +Resort Hotel,1,206,2016,August,35,27,2,6,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient-Party,99.63,0,1,Canceled,2016-08-24 +Resort Hotel,1,471,2017,May,20,20,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,96.0,,0,Transient,47.0,0,0,Canceled,2017-05-03 +City Hotel,0,4,2016,July,28,6,0,3,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,1,Check-Out,2016-07-09 +City Hotel,0,20,2016,October,45,30,2,1,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,123.33,0,0,Check-Out,2016-11-02 +City Hotel,1,71,2016,June,23,1,1,4,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,22.0,,0,Transient,115.6,0,0,Canceled,2016-03-22 +City Hotel,1,22,2016,March,13,22,0,1,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,0,Canceled,2016-03-01 +City Hotel,1,13,2016,August,35,26,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,149.0,0,0,Canceled,2016-08-15 +Resort Hotel,0,352,2015,August,36,31,3,8,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,40.0,,0,Contract,67.58,0,0,Check-Out,2015-09-11 +City Hotel,0,13,2016,March,13,20,1,0,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,220.0,,0,Transient-Party,85.0,0,1,Check-Out,2016-03-21 +City Hotel,0,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,Check-Out,2016-04-07 +City Hotel,0,133,2016,June,24,9,0,3,1,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,121.5,0,1,Check-Out,2016-06-12 +City Hotel,0,118,2016,June,24,6,1,1,1,0.0,0,BB,ISR,Offline TA/TO,Corporate,0,0,0,A,B,1,No Deposit,191.0,,0,Transient-Party,110.0,0,0,Check-Out,2016-06-08 +City Hotel,1,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,1,12,2016,March,11,8,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,82.0,0,Transient,30.0,0,0,Canceled,2016-02-29 +City Hotel,1,111,2016,May,21,21,1,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,140.4,0,1,Canceled,2016-02-02 +City Hotel,0,88,2017,April,16,21,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,162.0,0,3,Check-Out,2017-04-25 +City Hotel,1,1,2016,December,52,22,0,3,2,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,80.0,0,0,Canceled,2016-12-22 +City Hotel,0,1,2015,September,37,6,2,0,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,B,0,No Deposit,1.0,,0,Transient-Party,75.0,0,0,Check-Out,2015-09-08 +City Hotel,1,104,2017,May,20,16,0,3,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,Canceled,2017-03-02 +City Hotel,0,140,2015,November,47,18,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,1,No Deposit,29.0,,87,Transient-Party,65.0,0,0,Check-Out,2015-11-21 +City Hotel,0,183,2017,May,20,19,2,3,1,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,139.5,0,2,Check-Out,2017-05-24 +City Hotel,1,393,2017,April,16,22,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2016-04-17 +City Hotel,0,3,2017,June,23,5,1,5,1,0.0,0,BB,AUT,Aviation,Corporate,0,0,0,A,A,0,No Deposit,,153.0,0,Transient,95.0,0,0,Check-Out,2017-06-11 +City Hotel,0,156,2017,August,32,12,2,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,104.4,0,0,Check-Out,2017-08-15 +City Hotel,1,143,2017,May,18,4,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,56.0,,0,Transient,120.0,0,0,Canceled,2016-12-12 +City Hotel,1,163,2016,June,24,5,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,171.0,,0,Transient,100.0,0,0,Canceled,2016-01-26 +Resort Hotel,0,0,2016,December,53,27,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,81.0,1,0,Check-Out,2016-12-28 +City Hotel,1,142,2016,October,43,21,2,7,3,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,187.0,0,0,Canceled,2016-06-06 +Resort Hotel,0,0,2016,June,25,13,1,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,121.0,1,0,Check-Out,2016-06-15 +Resort Hotel,0,0,2016,April,18,30,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient-Party,101.0,1,0,Check-Out,2016-05-01 +City Hotel,1,46,2017,June,25,20,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,Canceled,2017-06-06 +City Hotel,0,20,2016,March,11,9,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,80.0,0,0,Check-Out,2016-03-12 +City Hotel,0,13,2016,June,24,8,0,2,2,0.0,0,BB,SGP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.0,0,1,Check-Out,2016-06-10 +City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,Check-Out,2016-06-26 +City Hotel,0,288,2016,May,19,5,0,3,2,0.0,0,HB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,236,Transient-Party,81.67,0,0,Check-Out,2016-05-08 +City Hotel,0,247,2016,June,24,6,1,1,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-06-08 +City Hotel,0,233,2017,June,26,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,111.06,0,2,Check-Out,2017-07-04 +City Hotel,0,79,2016,April,14,2,2,3,2,0.0,0,BB,COL,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,92.65,0,1,Check-Out,2016-04-07 +City Hotel,0,26,2016,May,23,29,2,0,2,1.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,153.5,0,2,Check-Out,2016-05-31 +City Hotel,0,23,2017,April,18,30,1,0,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,115.0,0,2,Check-Out,2017-05-01 +Resort Hotel,0,136,2016,March,13,24,0,3,2,0.0,0,Undefined,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,387.0,,0,Transient-Party,84.0,0,0,Check-Out,2016-03-27 +City Hotel,0,34,2015,October,41,8,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,K,0,No Deposit,9.0,,0,Contract,86.4,0,2,Check-Out,2015-10-09 +Resort Hotel,0,10,2016,July,31,25,1,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,209.0,0,0,Check-Out,2016-07-29 +City Hotel,1,24,2016,February,6,3,0,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.0,0,0,Canceled,2016-01-18 +City Hotel,1,238,2016,November,47,13,2,0,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,55.08,0,0,Canceled,2016-10-07 +Resort Hotel,0,140,2017,June,24,12,1,3,2,1.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient-Party,164.0,1,1,Check-Out,2017-06-16 +Resort Hotel,0,77,2015,September,40,28,3,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,72.1,0,0,Check-Out,2015-10-08 +City Hotel,0,80,2017,June,22,2,1,2,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1,Check-Out,2017-06-05 +City Hotel,0,0,2017,May,19,12,0,1,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient,79.7,0,0,Check-Out,2017-05-13 +City Hotel,0,44,2016,May,22,23,1,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,1,Check-Out,2016-05-25 +City Hotel,0,87,2016,June,24,9,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,97.71,0,0,Check-Out,2016-06-12 +City Hotel,1,0,2016,December,52,20,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,6,A,A,0,No Deposit,94.0,,0,Transient,65.0,0,2,No-Show,2016-12-20 +Resort Hotel,0,320,2017,June,22,3,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,68.4,0,0,Check-Out,2017-06-17 +City Hotel,1,626,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2016-09-26 +City Hotel,0,59,2016,July,27,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,85.0,0,0,Check-Out,2016-07-04 +City Hotel,1,212,2017,May,21,22,2,5,2,0.0,0,HB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.56,0,1,Canceled,2017-05-10 +City Hotel,0,48,2016,March,14,28,1,1,2,0.0,0,BB,RUS,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,80.1,0,1,Check-Out,2016-03-30 +City Hotel,0,11,2016,June,25,14,0,1,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,78.8,0,0,Check-Out,2016-06-15 +City Hotel,0,2,2015,August,34,17,1,3,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,122.0,0,2,Check-Out,2015-08-21 +Resort Hotel,0,6,2016,March,12,17,0,1,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,D,1,No Deposit,66.0,,0,Transient-Party,26.0,0,0,Check-Out,2016-03-18 +City Hotel,1,148,2015,December,53,30,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,79,Transient,67.0,0,0,Canceled,2015-11-11 +City Hotel,0,23,2015,October,42,11,1,0,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,114.0,0,1,Check-Out,2015-10-12 +City Hotel,0,199,2017,August,35,29,0,5,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,126.0,0,0,Check-Out,2017-09-03 +City Hotel,0,81,2016,April,18,29,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-05-02 +Resort Hotel,0,61,2016,December,50,9,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,37.8,0,1,Check-Out,2016-12-11 +City Hotel,0,24,2017,June,23,4,2,1,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,170.0,0,1,Check-Out,2017-06-07 +City Hotel,1,0,2016,January,4,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,,0,Transient,65.0,0,0,Canceled,2016-01-19 +City Hotel,1,239,2016,June,25,15,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,80,Transient,112.2,0,0,Canceled,2016-01-08 +Resort Hotel,0,364,2016,October,42,12,0,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,2,No Deposit,,223.0,0,Transient-Party,66.0,0,0,Check-Out,2016-10-16 +City Hotel,1,240,2016,October,44,27,1,3,2,0.0,0,SC,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.75,0,0,Canceled,2016-03-01 +City Hotel,1,223,2017,August,34,24,0,3,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,172.8,0,0,Canceled,2017-05-10 +City Hotel,0,209,2016,August,33,7,2,1,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,127.8,0,2,Check-Out,2016-08-10 +City Hotel,0,4,2016,May,23,31,0,1,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,260.0,0,Transient-Party,121.0,0,0,Check-Out,2016-06-01 +City Hotel,0,9,2017,May,20,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,2,Check-Out,2017-05-20 +City Hotel,0,24,2015,September,38,15,0,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.0,0,0,Check-Out,2015-09-18 +Resort Hotel,0,6,2017,March,9,1,0,4,2,0.0,0,BB,BEL,Groups,Corporate,0,0,0,A,A,3,No Deposit,,223.0,0,Transient-Party,37.0,0,0,Check-Out,2017-03-05 +Resort Hotel,0,11,2015,July,29,17,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,155.5,1,0,Check-Out,2015-07-19 +City Hotel,0,7,2015,August,34,19,1,4,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,B,0,No Deposit,,,0,Transient,67.0,0,0,Check-Out,2015-08-24 +City Hotel,0,145,2016,July,31,30,2,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,9.0,,0,Transient-Party,134.3,0,2,Check-Out,2016-08-03 +City Hotel,0,5,2015,September,39,20,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,14.0,,0,Transient,146.0,1,2,Check-Out,2015-09-21 +Resort Hotel,0,309,2016,July,29,12,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,240.0,,0,Transient,84.9,1,2,Check-Out,2016-07-16 +Resort Hotel,0,13,2016,August,33,8,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,224.0,0,0,Check-Out,2016-08-12 +City Hotel,0,465,2017,July,30,26,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,1,Check-Out,2017-07-29 +City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,Canceled,2015-11-11 +City Hotel,0,81,2016,May,19,1,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.85,0,2,Check-Out,2016-05-05 +Resort Hotel,0,314,2017,May,21,22,3,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,243.0,,0,Contract,98.2,0,0,Check-Out,2017-06-01 +Resort Hotel,0,4,2016,May,22,28,0,1,1,0.0,0,HB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,408.0,0,Transient,65.0,0,0,Check-Out,2016-05-29 +Resort Hotel,1,23,2016,July,29,13,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,161.1,0,0,Canceled,2016-06-21 +City Hotel,0,343,2017,April,16,21,2,2,2,0.0,0,BB,ITA,Direct,Direct,0,0,0,B,A,1,No Deposit,,,0,Transient,99.25,0,1,Check-Out,2017-04-25 +City Hotel,1,229,2016,October,43,16,2,1,2,0.0,0,BB,HUN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,0,Canceled,2016-03-29 +Resort Hotel,1,40,2016,May,21,18,0,2,1,0.0,0,BB,PRT,Groups,Corporate,0,0,0,A,A,0,Non Refund,,,0,Transient,55.0,0,0,Canceled,2016-04-13 +Resort Hotel,1,148,2016,August,32,1,1,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,0,Canceled,2016-03-06 +Resort Hotel,1,62,2017,January,1,1,2,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,51.5,0,1,Canceled,2016-12-04 +City Hotel,1,89,2016,July,28,5,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,114.3,0,0,Canceled,2016-04-24 +City Hotel,1,125,2016,September,39,20,1,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,143.1,0,0,Canceled,2016-05-23 +City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,Canceled,2016-07-13 +City Hotel,0,78,2016,April,15,7,0,2,2,2.0,0,BB,RUS,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,177.3,1,2,Check-Out,2016-04-09 +City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-01-30 +Resort Hotel,0,138,2016,August,33,10,0,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,I,0,No Deposit,240.0,,0,Transient,0.0,0,1,Check-Out,2016-08-10 +Resort Hotel,1,36,2015,November,45,7,2,6,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,281.0,,0,Transient-Party,40.0,0,0,Canceled,2015-10-10 +Resort Hotel,0,385,2016,October,43,19,1,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,55.0,2,0,Check-Out,2016-10-24 +City Hotel,0,66,2016,August,32,4,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient-Party,127.38,0,1,Check-Out,2016-08-05 +City Hotel,1,113,2016,September,37,7,1,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,118.8,0,0,Canceled,2016-05-23 +Resort Hotel,0,2,2016,March,11,10,0,1,1,0.0,0,BB,,Corporate,Corporate,0,0,1,A,A,0,No Deposit,146.0,,0,Transient,42.0,1,0,Check-Out,2016-03-11 +City Hotel,0,53,2016,September,39,18,2,0,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,94.5,1,0,Check-Out,2016-09-20 +City Hotel,0,111,2017,August,34,24,0,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,195.0,0,2,Check-Out,2017-08-26 +City Hotel,1,315,2017,July,30,28,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,0,Canceled,2016-11-09 +City Hotel,0,20,2017,March,11,13,1,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,254.0,,0,Transient-Party,153.67,0,0,Check-Out,2017-03-16 +Resort Hotel,0,8,2016,March,10,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,1,Check-Out,2016-03-06 +Resort Hotel,0,41,2017,January,3,17,0,0,1,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,D,1,No Deposit,,,0,Transient-Party,0.0,0,0,Check-Out,2017-01-17 +City Hotel,0,1,2016,February,9,27,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,102.0,0,1,Check-Out,2016-02-28 +City Hotel,1,211,2016,May,21,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,111,Transient,100.0,0,0,Canceled,2016-03-18 +Resort Hotel,0,1,2015,August,34,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,G,0,No Deposit,240.0,,0,Transient,204.0,1,0,Check-Out,2015-08-23 +City Hotel,0,24,2017,June,23,8,0,1,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,98.8,0,1,Check-Out,2017-06-09 +City Hotel,1,116,2016,February,10,28,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,134.0,,0,Transient-Party,60.0,0,0,No-Show,2016-02-28 +City Hotel,1,40,2016,June,27,30,4,10,1,0.0,0,BB,AGO,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,244.43,0,0,No-Show,2016-06-30 +Resort Hotel,0,10,2016,March,12,14,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,2,No Deposit,139.0,99.0,0,Transient,37.0,0,0,Check-Out,2016-03-17 +City Hotel,0,68,2016,July,30,23,2,2,2,0.0,0,BB,CN,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,89.25,0,1,Check-Out,2016-07-27 +City Hotel,0,256,2016,June,25,15,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-06-17 +Resort Hotel,0,161,2017,July,30,28,1,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,177.0,,0,Transient,141.0,0,0,Check-Out,2017-07-31 +Resort Hotel,0,36,2015,November,47,20,0,2,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,C,0,No Deposit,38.0,,0,Transient-Party,64.0,0,0,Check-Out,2015-11-22 +City Hotel,1,30,2017,June,24,15,1,3,2,0.0,0,SC,IRN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,Canceled,2017-05-18 +City Hotel,0,336,2017,May,19,13,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,Check-Out,2017-05-14 +City Hotel,1,53,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,105.0,0,0,Canceled,2016-08-30 +City Hotel,1,72,2017,February,7,13,1,5,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,2,Canceled,2016-12-06 +Resort Hotel,1,1,2015,October,43,21,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,146.0,,0,Transient,37.0,0,0,Canceled,2015-10-20 +City Hotel,1,270,2016,April,17,20,0,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,187,Transient-Party,62.8,0,0,Canceled,2016-01-28 +City Hotel,0,257,2015,July,27,1,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,101.5,0,0,Check-Out,2015-07-03 +Resort Hotel,0,2,2015,December,51,17,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,54.0,1,1,Check-Out,2015-12-21 +City Hotel,0,12,2016,September,39,18,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,171.33,0,1,Check-Out,2016-09-21 +City Hotel,1,38,2016,December,51,17,2,6,2,1.0,0,BB,BGD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,122.45,0,0,Canceled,2016-11-11 +City Hotel,0,164,2016,September,37,9,2,4,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,132.0,,0,Transient,116.45,0,3,Check-Out,2016-09-15 +City Hotel,0,23,2017,June,25,18,2,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,163.33,0,0,Check-Out,2017-06-21 +City Hotel,0,34,2017,May,19,12,0,1,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,2,Check-Out,2017-05-13 +City Hotel,1,447,2016,September,40,29,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,42,2017,June,24,17,2,4,2,0.0,0,SC,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,133.33,0,1,Canceled,2017-06-05 +City Hotel,1,34,2015,August,32,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-29 +Resort Hotel,1,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0,Canceled,2015-12-11 +City Hotel,1,17,2016,July,31,29,0,1,2,1.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,2,Canceled,2016-07-15 +Resort Hotel,1,34,2015,December,49,4,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,58.0,0,2,Canceled,2015-11-12 +Resort Hotel,0,163,2015,September,38,13,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,243.0,,0,Contract,62.48,0,0,Check-Out,2015-09-24 +City Hotel,1,222,2017,April,17,29,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,Canceled,2016-09-19 +City Hotel,0,5,2017,June,25,19,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,6,A,D,0,No Deposit,,40.0,0,Transient,67.0,0,0,Check-Out,2017-06-20 +Resort Hotel,1,56,2016,October,41,8,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,79.0,0,0,Canceled,2016-08-13 +City Hotel,0,7,2016,March,10,2,0,2,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,94.0,,0,Transient-Party,65.0,0,0,Check-Out,2016-03-04 +City Hotel,0,27,2016,March,11,6,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,66.0,0,0,Check-Out,2016-03-09 +City Hotel,1,117,2016,April,18,29,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,11.0,,0,Transient,105.84,0,0,Canceled,2016-01-04 +Resort Hotel,1,10,2017,April,14,3,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,135.0,0,Transient,45.0,0,0,Canceled,2017-04-03 +City Hotel,0,164,2015,October,40,2,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,19.0,,0,Transient-Party,100.0,0,0,Check-Out,2015-10-04 +City Hotel,1,70,2016,April,16,14,1,3,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,0,Canceled,2016-02-05 +Resort Hotel,1,7,2017,February,6,10,0,2,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,56.0,0,0,Canceled,2017-02-04 +City Hotel,1,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,0,26,2016,March,11,7,1,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,87.0,0,0,Check-Out,2016-03-12 +Resort Hotel,1,28,2017,August,31,3,0,2,2,0.0,0,BB,PHL,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,240.0,,0,Transient,205.0,0,1,Canceled,2017-08-01 +Resort Hotel,1,17,2016,October,43,17,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,1,Canceled,2016-10-04 +Resort Hotel,0,144,2016,May,21,18,4,9,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,79.05,0,0,Check-Out,2016-05-31 +City Hotel,1,128,2017,April,16,16,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,Canceled,2016-12-09 +Resort Hotel,1,32,2016,November,48,22,0,1,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,78.0,0,1,Canceled,2016-10-22 +City Hotel,0,141,2016,August,36,29,1,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.5,0,2,Check-Out,2016-09-01 +City Hotel,1,171,2017,July,28,14,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,0,Canceled,2017-05-17 +City Hotel,0,47,2016,May,22,23,1,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,F,0,No Deposit,14.0,,0,Transient,159.3,0,0,Check-Out,2016-05-27 +Resort Hotel,0,4,2017,January,2,14,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,E,0,No Deposit,168.0,,0,Transient-Party,100.0,0,1,Check-Out,2017-01-15 +Resort Hotel,0,14,2017,February,6,9,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,467.0,,0,Transient,38.4,0,0,Check-Out,2017-02-10 +Resort Hotel,0,134,2017,March,10,9,2,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,48.43,0,2,Check-Out,2017-03-14 +Resort Hotel,1,21,2015,October,42,13,0,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,117.0,0,0,Canceled,2015-09-30 +City Hotel,0,31,2016,September,38,16,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Group,75.0,0,0,Check-Out,2016-09-19 +Resort Hotel,0,1,2017,February,9,27,1,0,1,0.0,0,BB,PRT,Direct,Direct,1,0,2,A,A,0,No Deposit,,,0,Transient-Party,55.0,0,1,Check-Out,2017-02-28 +Resort Hotel,0,101,2015,September,37,12,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,26.0,,0,Contract,73.15,0,1,Check-Out,2015-09-19 +Resort Hotel,0,222,2015,September,38,14,1,1,2,0.0,0,HB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,68.0,,0,Transient-Party,80.0,0,0,Check-Out,2015-09-16 +Resort Hotel,0,28,2017,August,32,7,2,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,244.0,0,2,Check-Out,2017-08-14 +City Hotel,0,264,2015,July,28,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Check-Out,2015-07-10 +City Hotel,1,240,2016,October,44,27,1,3,2,0.0,0,SC,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.75,0,0,Canceled,2016-03-01 +Resort Hotel,0,89,2015,August,33,15,2,5,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,67.0,,0,Transient,145.75,1,1,Check-Out,2015-08-22 +City Hotel,1,99,2017,March,12,23,1,3,3,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,134.3,0,1,Canceled,2016-12-16 +City Hotel,0,99,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,E,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,Check-Out,2016-02-20 +City Hotel,0,78,2016,April,15,7,0,1,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,86.0,,0,Transient,72.72,0,0,Check-Out,2016-04-08 +City Hotel,0,1,2017,August,32,10,0,1,2,0.0,0,SC,USA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,190.0,0,0,Check-Out,2017-08-11 +City Hotel,1,164,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,Canceled,2017-01-31 +City Hotel,0,38,2016,August,34,15,1,5,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,177.3,1,2,Check-Out,2016-08-21 +Resort Hotel,0,103,2016,May,19,1,2,3,2,0.0,0,BB,NLD,Groups,TA/TO,0,0,0,A,A,7,No Deposit,95.0,,0,Transient-Party,47.0,0,0,Check-Out,2016-05-06 +City Hotel,1,136,2016,October,41,5,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,118.8,0,0,Canceled,2016-05-25 +Resort Hotel,0,2,2017,April,16,21,0,1,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,185.0,0,0,Check-Out,2017-04-22 +City Hotel,0,6,2015,October,41,6,0,4,1,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,148.5,0,1,Check-Out,2015-10-10 +City Hotel,0,19,2016,May,19,3,0,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,120.12,0,2,Check-Out,2016-05-06 +City Hotel,1,218,2016,June,24,9,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,133.0,,0,Transient,135.0,0,0,Canceled,2015-12-14 +City Hotel,1,262,2015,November,46,9,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-09-04 +Resort Hotel,0,24,2015,July,29,17,2,3,3,1.0,0,BB,PRT,Direct,Direct,0,0,0,G,G,1,No Deposit,,,0,Transient,195.0,0,1,Check-Out,2015-07-22 +Resort Hotel,1,183,2016,April,16,16,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,298.0,,0,Transient-Party,85.0,0,0,Canceled,2016-03-16 +City Hotel,1,46,2017,January,1,1,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,65.0,0,0,Canceled,2016-11-18 +City Hotel,0,106,2016,April,18,29,1,2,2,0.0,0,BB,ITA,Direct,Direct,0,0,0,A,B,1,No Deposit,14.0,,0,Transient-Party,94.5,0,0,Check-Out,2016-05-02 +City Hotel,0,0,2016,May,20,10,0,1,3,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,7.0,,0,Transient,153.15,0,0,Check-Out,2016-05-11 +City Hotel,0,122,2017,July,29,19,0,4,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,199.13,0,1,Check-Out,2017-07-23 +City Hotel,1,105,2016,October,42,12,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,75.0,0,0,Canceled,2016-10-03 +Resort Hotel,0,0,2016,January,4,21,0,1,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,61.0,0,0,Check-Out,2016-01-22 +Resort Hotel,0,6,2017,January,2,10,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,181.0,,0,Transient-Party,34.0,0,1,Check-Out,2017-01-13 +Resort Hotel,0,7,2015,December,49,2,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,6.0,,0,Transient-Party,8.0,0,1,Check-Out,2015-12-03 +City Hotel,0,279,2016,October,42,10,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient-Party,80.75,0,1,Check-Out,2016-10-13 +City Hotel,0,141,2017,May,21,26,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,89.1,0,1,Check-Out,2017-05-30 +Resort Hotel,0,60,2016,November,48,20,2,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,15.0,,0,Transient,53.84,0,0,Check-Out,2016-11-25 +Resort Hotel,1,4,2017,February,7,18,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,390.0,,0,Transient,40.0,0,0,Canceled,2017-02-18 +City Hotel,0,75,2016,June,23,4,1,1,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,89.28,0,0,Check-Out,2016-06-06 +City Hotel,1,278,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-06-29 +Resort Hotel,0,110,2017,May,19,9,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,40.95,0,0,Check-Out,2017-05-16 +City Hotel,0,85,2016,July,30,18,1,0,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,0,Check-Out,2016-07-19 +Resort Hotel,0,69,2015,December,53,31,0,3,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,199.73,0,3,Check-Out,2016-01-03 +City Hotel,0,68,2016,April,15,6,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,112.2,0,1,Check-Out,2016-04-13 +City Hotel,1,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,0,2,2016,June,25,12,2,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.5,0,2,Check-Out,2016-06-14 +City Hotel,0,176,2017,March,10,10,0,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.0,0,1,Check-Out,2017-03-12 +Resort Hotel,0,3,2017,June,24,12,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,4.0,0,1,Check-Out,2017-06-14 +City Hotel,1,281,2015,July,30,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2015-01-01 +City Hotel,1,131,2017,June,24,16,1,2,2,0.0,0,BB,CZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,Canceled,2017-02-05 +City Hotel,1,86,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,35,Transient,85.0,0,0,Canceled,2015-12-02 +City Hotel,0,55,2016,August,36,29,3,8,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.0,0,0,Check-Out,2016-09-09 +City Hotel,1,201,2017,June,24,14,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,Canceled,2016-11-25 +City Hotel,0,4,2016,April,16,14,0,3,2,0.0,0,BB,ARG,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,110.15,1,0,Check-Out,2016-04-17 +City Hotel,1,167,2017,May,21,25,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,115.0,0,0,Canceled,2016-12-09 +Resort Hotel,0,5,2016,April,18,29,0,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,0.0,1,3,Check-Out,2016-04-30 +Resort Hotel,0,9,2017,July,27,7,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,2,Check-Out,2017-07-10 +Resort Hotel,0,56,2016,December,50,10,2,3,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,60.98,0,1,Check-Out,2016-12-15 +Resort Hotel,0,4,2016,August,34,18,0,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,20.0,1,1,Check-Out,2016-08-19 +City Hotel,0,67,2017,June,24,12,1,2,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,95.76,0,1,Check-Out,2017-06-15 +City Hotel,0,1,2015,August,33,9,2,2,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,89.0,0,1,Check-Out,2015-08-13 +City Hotel,1,84,2017,June,26,27,0,3,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,Canceled,2017-04-06 +City Hotel,1,161,2016,March,13,25,1,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,101,Transient,130.0,0,0,Canceled,2016-02-10 +Resort Hotel,0,0,2017,March,12,21,0,1,1,0.0,0,HB,PRT,Complementary,Direct,0,0,0,A,E,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2017-03-22 +City Hotel,0,16,2016,May,19,6,2,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,194.58,0,2,Check-Out,2016-05-10 +City Hotel,0,277,2017,July,29,17,1,2,3,0.0,0,BB,PHL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,139.5,0,1,Check-Out,2017-07-20 +City Hotel,1,97,2015,October,41,5,1,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,140.0,0,0,Canceled,2015-07-03 +Resort Hotel,0,214,2017,March,12,24,2,5,1,0.0,0,HB,GBR,Groups,TA/TO,0,0,0,A,A,1,No Deposit,273.0,,0,Transient-Party,41.6,0,0,Check-Out,2017-03-31 +City Hotel,1,140,2017,April,17,28,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,130.0,0,0,Canceled,2017-03-20 +City Hotel,1,414,2015,December,49,5,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2015-07-23 +City Hotel,1,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +City Hotel,1,34,2015,December,50,8,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,0,Transient,90.0,0,0,Canceled,2015-11-17 +Resort Hotel,1,262,2016,May,22,22,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,52.2,0,1,Canceled,2016-05-06 +Resort Hotel,0,142,2017,April,15,9,2,4,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,84.49,0,2,Check-Out,2017-04-15 +City Hotel,0,56,2015,October,41,9,2,4,2,2.0,0,BB,FIN,Online TA,TA/TO,0,0,0,B,G,2,No Deposit,7.0,,0,Transient-Party,137.44,0,0,Check-Out,2015-10-15 +Resort Hotel,0,294,2016,June,26,21,0,5,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,64.8,0,1,Check-Out,2016-06-26 +Resort Hotel,0,17,2016,October,44,28,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,2,No Deposit,,317.0,0,Transient-Party,63.0,0,0,Check-Out,2016-10-30 +Resort Hotel,0,3,2017,February,5,4,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,1,Check-Out,2017-02-05 +City Hotel,0,76,2015,November,47,19,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,72.25,0,2,Check-Out,2015-11-22 +Resort Hotel,0,76,2015,November,45,1,2,3,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Contract,55.04,0,0,Check-Out,2015-11-06 +City Hotel,1,273,2015,July,29,17,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +Resort Hotel,1,184,2017,August,32,10,2,5,2,2.0,0,BB,NLD,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,264.29,0,0,Canceled,2017-02-11 +City Hotel,0,0,2015,September,38,13,2,4,1,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,136.0,0,0,Check-Out,2015-09-19 +City Hotel,1,433,2016,September,37,8,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,Canceled,2015-10-20 +City Hotel,0,405,2017,July,27,4,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,114.4,0,0,Check-Out,2017-07-06 +City Hotel,0,218,2016,August,33,13,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,69.33,0,0,Check-Out,2016-08-15 +City Hotel,1,16,2015,November,45,4,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,1,0,A,A,0,Non Refund,,122.0,0,Transient,95.0,0,0,Canceled,2015-10-28 +City Hotel,0,117,2016,May,19,5,0,3,2,2.0,0,BB,FRA,Online TA,TA/TO,0,0,0,F,G,0,No Deposit,9.0,,0,Transient,177.3,0,2,Check-Out,2016-05-08 +Resort Hotel,0,322,2016,June,26,22,0,3,2,0.0,0,HB,POL,Groups,Direct,0,0,0,A,A,0,No Deposit,,,75,Transient-Party,92.0,0,0,Check-Out,2016-06-25 +Resort Hotel,0,249,2016,September,40,25,1,0,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient,78.0,0,0,Check-Out,2016-09-26 +Resort Hotel,1,238,2016,September,37,7,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,D,D,0,Non Refund,1.0,,0,Transient,89.0,0,0,Canceled,2016-02-09 +City Hotel,1,59,2017,January,4,23,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,Canceled,2016-11-25 +City Hotel,1,124,2015,August,32,8,2,1,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,Canceled,2015-08-01 +Resort Hotel,1,25,2017,March,10,8,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,68.0,0,0,Canceled,2017-02-14 +City Hotel,0,12,2016,November,48,26,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,83.13,0,0,Check-Out,2016-11-27 +Resort Hotel,0,134,2015,July,28,8,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,84.15,0,0,Check-Out,2015-07-12 +Resort Hotel,0,7,2016,January,5,28,4,8,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,115.0,,0,Transient,28.1,0,0,Check-Out,2016-02-09 +City Hotel,0,98,2016,August,34,14,2,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,7.0,,0,Transient,78.35,0,1,Check-Out,2016-08-18 +Resort Hotel,0,107,2015,July,27,2,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.7,0,2,Check-Out,2015-07-09 +Resort Hotel,0,4,2016,August,32,4,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,232.33,0,0,Check-Out,2016-08-07 +City Hotel,0,183,2016,September,37,8,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,44.0,,0,Transient-Party,100.0,0,0,Check-Out,2016-09-11 +Resort Hotel,1,96,2016,August,32,5,0,2,2,0.0,0,HB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,221.0,0,0,Canceled,2016-07-12 +Resort Hotel,0,243,2016,October,41,6,2,3,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,D,D,0,No Deposit,91.0,,0,Transient-Party,55.1,0,0,Check-Out,2016-10-11 +Resort Hotel,0,30,2015,September,37,6,2,5,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,240.0,,0,Transient,126.29,1,2,Check-Out,2015-09-13 +City Hotel,0,44,2017,June,24,17,2,6,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,100.7,0,1,Check-Out,2017-06-25 +City Hotel,1,106,2016,October,42,11,0,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,151.2,0,2,Canceled,2016-08-24 +City Hotel,0,30,2016,August,36,31,0,1,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,10.0,,0,Transient,94.2,0,0,Check-Out,2016-09-01 +City Hotel,0,13,2016,December,50,5,1,0,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.0,3,0,Check-Out,2016-12-06 +City Hotel,0,174,2017,July,28,14,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,89.4,0,1,Check-Out,2017-07-18 +City Hotel,0,24,2016,June,25,14,0,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.0,0,2,Check-Out,2016-06-19 +Resort Hotel,0,33,2016,November,47,15,0,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,26.99,0,1,Check-Out,2016-11-19 +City Hotel,1,145,2015,July,27,4,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.5,0,2,No-Show,2015-07-04 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..caae5f15d387ceb161bc9bdffaaec587b745fa08 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test_current.csv @@ -0,0 +1,15 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +City Hotel,1,303,2016,August,34,19,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,Canceled,2016-07-19 +City Hotel,1,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,305,2016,October,40,1,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,35.0,,17,Transient,100.0,0,0,Canceled,2015-12-18 +City Hotel,1,343,2015,September,39,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,Canceled,2015-09-22 +City Hotel,1,393,2017,April,16,22,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2016-04-17 +City Hotel,1,626,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2016-09-26 +City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,Canceled,2015-11-11 +City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-01-30 +City Hotel,1,315,2017,July,30,28,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,0,Canceled,2016-11-09 +City Hotel,1,447,2016,September,40,29,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +City Hotel,1,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,414,2015,December,49,5,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2015-07-23 +City Hotel,1,433,2016,September,37,8,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,Canceled,2015-10-20 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/Hotel_booking_demand_B4_008_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/Hotel_booking_demand_B4_008_current.json new file mode 100644 index 0000000000000000000000000000000000000000..764fda76de6b35c3bb3244b01662f54a787918f9 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/Hotel_booking_demand_B4_008_current.json @@ -0,0 +1,7449 @@ +{ + "id": "008", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "Hotel booking demand", + "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_008/test.csv", + "query": "Our goal is to improve the booking experience for families. Reviewing our past records, for the new batch of data, could you group all the bookings that included at least one \"child\"? For these family bookings, I want to know which ones successfully completed their stay and checked out, so we can analyze what made those reservations successful.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 58, + "arrival_date_year": 2016, + "arrival_date_month": "May", + "arrival_date_week_number": 20, + "arrival_date_day_of_month": 8, + "stays_in_weekend_nights": 2, + "stays_in_week_nights": 0, + "adults": 3, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "I", + "booking_changes": 3, + "deposit_type": "No Deposit", + "agent": 393.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 75.6, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-05-10" + } + }, + { + "scenario_id": "002", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 122, + "arrival_date_year": 2016, + "arrival_date_month": "August", + "arrival_date_week_number": 35, + "arrival_date_day_of_month": 23, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 5, + "adults": 3, + "children": 1.0, + "babies": 0, + "meal": "BB", + "country": "ESP", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "H", + "assigned_room_type": "H", + "booking_changes": 2, + "deposit_type": "No Deposit", + "agent": 240.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 265.83, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-08-29" + } + }, + { + "scenario_id": "003", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 0, + "lead_time": 101, + "arrival_date_year": 2016, + "arrival_date_month": "August", + "arrival_date_week_number": 36, + "arrival_date_day_of_month": 30, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "CN", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "F", + "assigned_room_type": "F", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 250.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 197.67, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-09-02" + } + }, + { + "scenario_id": "004", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 356, + "arrival_date_year": 2015, + "arrival_date_month": "October", + "arrival_date_week_number": 41, + "arrival_date_day_of_month": 8, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 1, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": 1.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Contract", + "adr": 62.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-01-01" + } + }, + { + "scenario_id": "010", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 48, + "arrival_date_year": 2016, + "arrival_date_month": "September", + "arrival_date_week_number": 38, + "arrival_date_day_of_month": 14, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 281.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 130.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2016-09-06" + } + }, + { + "scenario_id": "011", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 167, + "arrival_date_year": 2017, + "arrival_date_month": "April", + "arrival_date_week_number": 16, + "arrival_date_day_of_month": 17, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "CHE", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 1, + "deposit_type": "No Deposit", + "agent": 16.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 89.1, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2017-04-21" + } + }, + { + "scenario_id": "015", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 3, + "arrival_date_year": 2015, + "arrival_date_month": "September", + "arrival_date_week_number": 37, + "arrival_date_day_of_month": 9, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "FRA", + "market_segment": "Corporate", + "distribution_channel": "Corporate", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "B", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": null, + "company": 68.0, + "days_in_waiting_list": 0, + "customer_type": "Transient-Party", + "adr": 90.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2015-09-11" + } + }, + { + "scenario_id": "020", + "features": { + "hotel": "City Hotel", + "is_canceled": 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"arrival_date_day_of_month": 16, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 3, + "adults": 1, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "PRT", + "market_segment": "Direct", + "distribution_channel": "Direct", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": null, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 121.2, + "required_car_parking_spaces": 0, + "total_of_special_requests": 1, + "reservation_status": "Canceled", + "reservation_status_date": "2016-08-04" + } + }, + { + "scenario_id": "487", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 30, + "arrival_date_year": 2016, + "arrival_date_month": "September", + "arrival_date_week_number": 39, + "arrival_date_day_of_month": 24, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 1, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "ZAF", + "market_segment": "Online TA", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "D", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 9.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 143.55, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-09-26" + } + }, + { + "scenario_id": "488", + "features": { + "hotel": "City Hotel", + "is_canceled": 1, + "lead_time": 309, + "arrival_date_year": 2016, + "arrival_date_month": "May", + "arrival_date_week_number": 20, + "arrival_date_day_of_month": 13, + "stays_in_weekend_nights": 1, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "HB", + "country": "PRT", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 3.0, + "company": null, + "days_in_waiting_list": 215, + "customer_type": "Transient-Party", + "adr": 101.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2016-02-09" + } + }, + { + "scenario_id": "489", + "features": { + "hotel": "City Hotel", + "is_canceled": 0, + "lead_time": 58, + "arrival_date_year": 2016, + "arrival_date_month": "November", + "arrival_date_week_number": 47, + "arrival_date_day_of_month": 16, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 3, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "BB", + "country": "FRA", + "market_segment": "Offline TA/TO", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "D", + "booking_changes": 0, + "deposit_type": "No Deposit", + "agent": 28.0, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 75.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Check-Out", + "reservation_status_date": "2016-11-19" + } + }, + { + "scenario_id": "495", + "features": { + "hotel": "Resort Hotel", + "is_canceled": 1, + "lead_time": 140, + "arrival_date_year": 2016, + "arrival_date_month": "February", + "arrival_date_week_number": 7, + "arrival_date_day_of_month": 12, + "stays_in_weekend_nights": 0, + "stays_in_week_nights": 2, + "adults": 2, + "children": 0.0, + "babies": 0, + "meal": "HB", + "country": "PRT", + "market_segment": "Groups", + "distribution_channel": "TA/TO", + "is_repeated_guest": 0, + "previous_cancellations": 0, + "previous_bookings_not_canceled": 0, + "reserved_room_type": "A", + "assigned_room_type": "A", + "booking_changes": 0, + "deposit_type": "Non Refund", + "agent": null, + "company": null, + "days_in_waiting_list": 0, + "customer_type": "Transient", + "adr": 50.0, + "required_car_parking_spaces": 0, + "total_of_special_requests": 0, + "reservation_status": "Canceled", + "reservation_status_date": "2015-12-11" + } + } + ], + "target_column": "reservation_status", + "task_sub_type": "classification", + "ranking_ground_truth": { + "top_k_ids": [ + "002", + "053", + "107", + "129", + "179", + "188", + "189", + "242", + "266", + "278", + "279", + "335", + "354", + "394", + "426" + ] + }, + "active_filters": [ + { + "col": "children", + "op": ">", + "val": 0 + } + ], + "target_class_value": "check-out" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..7f5c06cf13d5d0b7fca2a408b63094c6aefa6572 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/current.csv @@ -0,0 +1,201 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date +Resort Hotel,0,58,2016,May,20,8,2,0,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,I,3,No Deposit,393.0,,0,Transient-Party,75.6,0,1,2016-05-10 +Resort Hotel,0,122,2016,August,35,23,1,5,3,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,H,H,2,No Deposit,240.0,,0,Transient,265.83,0,0,2016-08-29 +Resort Hotel,0,101,2016,August,36,30,0,3,2,0.0,0,BB,CN,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,197.67,0,0,2016-09-02 +City Hotel,1,356,2015,October,41,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,1,48,2016,September,38,14,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,281.0,,0,Transient-Party,130.0,0,0,2016-09-06 +City Hotel,0,167,2017,April,16,17,1,3,2,0.0,0,BB,CHE,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,16.0,,0,Transient-Party,89.1,0,0,2017-04-21 +City Hotel,0,3,2015,September,37,9,0,2,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,B,0,No Deposit,,68.0,0,Transient-Party,90.0,0,0,2015-09-11 +City Hotel,0,123,2017,May,19,8,1,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,9.0,,0,Transient,111.6,0,1,2017-05-13 +City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-08-14 +City Hotel,0,158,2017,March,13,27,1,1,1,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,1,No Deposit,37.0,,0,Transient-Party,95.0,0,0,2017-03-29 +City Hotel,1,130,2016,April,16,13,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,10,Transient,100.0,0,0,2015-12-15 +City Hotel,0,138,2016,July,28,4,1,2,2,0.0,0,BB,IND,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,91.48,0,1,2016-07-07 +Resort Hotel,0,69,2017,February,8,25,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,53.14,0,2,2017-03-04 +Resort Hotel,0,2,2016,October,43,19,0,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,81.0,1,2,2016-10-20 +City Hotel,0,45,2016,March,13,21,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-03-24 +City Hotel,0,26,2016,November,47,17,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,83.0,,0,Transient,91.2,0,0,2016-11-20 +Resort Hotel,0,364,2016,October,42,12,0,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,D,0,No Deposit,,223.0,0,Transient-Party,69.0,1,0,2016-10-16 +Resort Hotel,0,254,2015,September,37,12,2,2,2,0.0,0,BB,CN,Groups,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient-Party,0.0,0,0,2015-09-16 +City Hotel,1,11,2016,December,50,6,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,2016-11-29 +Resort Hotel,0,0,2017,January,1,2,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,165.0,,0,Transient,41.0,1,0,2017-01-04 +Resort Hotel,0,3,2016,April,16,14,0,1,1,0.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,250.0,,0,Transient-Party,116.0,1,0,2016-04-15 +Resort Hotel,0,1,2016,March,12,15,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,165.0,0,Transient,30.0,0,1,2016-03-16 +Resort Hotel,0,10,2016,December,53,31,0,1,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,180.0,0,0,2017-01-01 +City Hotel,0,0,2015,December,52,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.0,1,1,2015-12-23 +City Hotel,0,179,2016,August,35,26,2,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,7.0,,0,Transient,82.18,0,0,2016-08-30 +City Hotel,0,65,2016,July,31,27,0,2,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,109.9,0,1,2016-07-29 +City Hotel,0,73,2016,October,44,28,0,1,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,1,A,A,1,No Deposit,21.0,,0,Group,62.5,0,0,2016-10-29 +City Hotel,1,152,2015,September,38,16,2,4,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,13.0,,0,Transient,136.68,0,0,2015-05-25 +City Hotel,0,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-08-16 +City Hotel,0,11,2016,March,11,7,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,70.0,0,0,2016-03-11 +City Hotel,1,267,2016,March,14,31,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,0,3,2016,January,3,15,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,69.84,0,0,2016-01-20 +City Hotel,1,81,2017,May,18,1,1,2,3,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,196.2,0,0,2017-02-09 +City Hotel,0,99,2016,February,8,19,0,2,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,D,1,No Deposit,,67.0,0,Transient-Party,80.5,0,0,2016-02-21 +City Hotel,1,10,2016,November,45,1,0,4,2,0.0,0,SC,COL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,102.0,0,0,2016-10-23 +Resort Hotel,1,1,2015,December,52,22,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,51.0,0,0,2015-12-22 +Resort Hotel,1,274,2015,October,40,3,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,36.05,0,0,2015-08-12 +City Hotel,1,54,2017,January,2,14,0,1,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.6,0,0,2016-12-27 +City Hotel,0,133,2017,July,28,9,2,1,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,89.1,0,2,2017-07-12 +City Hotel,1,396,2017,June,26,25,2,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,B,1,No Deposit,6.0,,0,Transient-Party,80.0,0,0,2017-05-24 +City Hotel,0,69,2016,April,17,18,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,110.08,0,1,2016-04-22 +City Hotel,1,44,2016,June,27,28,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,134.1,0,0,2016-06-22 +City Hotel,1,218,2017,July,27,5,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,0,2016-12-08 +City Hotel,0,71,2016,August,35,26,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,131.4,0,1,2016-08-30 +City Hotel,0,340,2017,April,16,21,2,2,1,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,98.1,0,2,2017-04-25 +City Hotel,0,114,2016,July,29,13,0,4,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,89.25,0,0,2016-07-17 +Resort Hotel,1,232,2016,November,48,26,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,11.0,,0,Transient,30.0,0,0,2016-10-18 +City Hotel,1,311,2015,August,35,24,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02 +Resort Hotel,0,138,2016,July,30,23,2,4,3,0.0,0,Undefined,ESP,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,318.0,0,1,2016-07-29 +City Hotel,1,301,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,2016-03-15 +Resort Hotel,0,110,2016,August,33,10,1,4,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,189.0,0,2,2016-08-15 +Resort Hotel,0,0,2017,February,6,8,0,1,2,0.0,0,BB,,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,73.0,0,0,2017-02-09 +City Hotel,1,11,2016,November,45,5,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.0,0,1,2016-10-28 +Resort Hotel,0,0,2017,May,20,15,1,0,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,79.0,1,0,2017-05-16 +City Hotel,0,2,2016,November,48,23,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.0,0,1,2016-11-24 +City Hotel,0,23,2017,January,2,8,2,3,2,1.0,0,HB,ITA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,168.0,1,1,2017-01-13 +City Hotel,0,78,2016,December,50,8,1,3,2,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,2016-12-12 +City Hotel,1,44,2016,October,41,2,2,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,108.0,0,1,2016-08-22 +Resort Hotel,0,0,2017,January,1,3,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,154.0,0,Transient,35.0,0,0,2017-01-05 +City Hotel,1,88,2017,May,20,14,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-04-10 +City Hotel,0,102,2016,October,41,2,2,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,2016-10-05 +City Hotel,1,47,2017,February,8,25,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,104.4,0,0,2017-01-09 +City Hotel,0,42,2016,January,3,16,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.3,0,1,2016-01-17 +Resort Hotel,0,159,2016,January,5,25,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,38.86,0,1,2016-01-29 +City Hotel,0,160,2017,March,12,25,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,G,0,No Deposit,9.0,,0,Transient,135.0,0,1,2017-03-26 +City Hotel,0,89,2016,September,39,20,2,5,2,0.0,0,BB,ROU,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,138.0,,0,Transient,95.0,0,2,2016-09-27 +City Hotel,1,32,2016,October,42,10,1,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,148.28,0,0,2016-10-09 +Resort Hotel,0,21,2016,July,30,17,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,204.0,0,0,2016-07-23 +City Hotel,1,240,2017,July,30,23,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,2016-11-25 +Resort Hotel,1,203,2017,August,33,18,4,8,2,1.0,0,BB,AZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,126.8,0,3,2017-02-25 +Resort Hotel,0,233,2017,June,24,15,0,2,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,99.0,0,2,2017-06-17 +City Hotel,0,11,2016,March,11,11,0,2,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,74.8,0,0,2016-03-13 +City Hotel,1,323,2016,May,22,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21 +City Hotel,0,25,2015,October,41,6,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,112.25,0,1,2015-10-10 +Resort Hotel,1,223,2017,May,18,4,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,177.0,,0,Transient,68.4,0,1,2016-11-02 +City Hotel,0,11,2016,August,36,28,2,2,3,1.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,246.0,0,0,2016-09-01 +City Hotel,1,128,2016,November,48,26,1,1,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0,2016-07-21 +Resort Hotel,0,23,2016,January,3,14,0,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,48.0,0,0,2016-01-15 +Resort Hotel,0,37,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,,,0,Transient,210.0,1,0,2016-07-30 +City Hotel,0,24,2017,July,27,6,0,1,2,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1,2017-07-07 +City Hotel,1,195,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,2015-07-23 +City Hotel,0,173,2017,April,16,20,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,99.0,0,1,2017-04-21 +City Hotel,1,7,2017,May,19,8,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,3,2017-05-03 +City Hotel,1,159,2017,June,24,17,2,5,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.25,0,0,2017-05-07 +Resort Hotel,0,85,2016,July,28,3,2,3,3,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,C,1,No Deposit,5.0,,0,Transient-Party,168.48,1,0,2016-07-08 +City Hotel,1,312,2015,August,35,25,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06 +City Hotel,1,605,2016,October,43,17,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,2016-09-20 +City Hotel,0,12,2017,May,20,16,2,5,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient-Party,156.75,0,1,2017-05-23 +City Hotel,0,108,2017,March,11,17,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.2,0,2,2017-03-20 +City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2014-10-17 +Resort Hotel,1,172,2015,September,37,12,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient-Party,36.0,0,0,2015-08-06 +City Hotel,1,275,2017,July,28,11,0,1,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,2016-10-18 +City Hotel,1,94,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,154.0,,28,Transient,80.0,0,0,2015-12-29 +City Hotel,1,288,2017,July,27,3,1,4,2,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,2017-06-08 +City Hotel,1,325,2015,September,37,7,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +Resort Hotel,0,326,2017,June,25,23,3,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,40.0,,0,Contract,102.2,0,2,2017-07-03 +Resort Hotel,1,277,2016,June,25,12,2,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,2016-03-29 +City Hotel,0,18,2016,February,7,11,0,3,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,111.0,0,1,2016-02-14 +City Hotel,1,50,2017,July,28,10,1,2,2,1.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,2017-06-27 +Resort Hotel,0,2,2016,October,45,30,2,0,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,6.0,1,0,2016-11-01 +City Hotel,0,56,2016,May,23,30,1,1,1,0.0,0,BB,BEL,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,120.0,0,0,2016-06-01 +City Hotel,1,35,2017,May,19,10,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,39.0,,0,Transient-Party,130.0,0,0,2017-05-03 +City Hotel,0,74,2017,July,27,8,2,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-07-11 +City Hotel,0,88,2017,June,23,5,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,83.0,,0,Transient,122.4,0,0,2017-06-09 +Resort Hotel,1,46,2016,March,11,11,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,375.0,,0,Transient-Party,25.0,0,0,2016-03-02 +Resort Hotel,1,172,2016,December,53,26,2,5,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,52.46,0,1,2016-10-09 +City Hotel,0,33,2016,July,27,1,0,1,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,9.0,,0,Transient,152.1,0,2,2016-07-02 +City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,2016-04-04 +City Hotel,1,294,2015,August,32,7,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02 +City Hotel,0,86,2016,April,15,6,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,99.3,0,1,2016-04-09 +City Hotel,0,10,2016,August,34,15,1,0,2,2.0,1,BB,PRT,Direct,Direct,0,0,0,G,G,0,No Deposit,,,0,Transient,276.0,0,2,2016-08-16 +Resort Hotel,0,1,2017,January,2,13,0,1,2,2.0,0,SC,PRT,Online TA,TA/TO,0,0,0,C,I,1,No Deposit,196.0,,0,Transient,0.0,0,0,2017-01-14 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,2016-01-06 +City Hotel,0,135,2017,February,8,25,2,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,2017-02-28 +Resort Hotel,0,120,2015,October,43,24,4,6,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,34.56,0,0,2015-11-03 +City Hotel,1,105,2017,May,20,19,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,2017-02-03 +City Hotel,0,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,2016-04-07 +City Hotel,1,30,2015,September,40,30,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,121.0,0,0,2015-09-15 +City Hotel,0,10,2017,August,32,11,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,189.0,0,0,2017-08-12 +City Hotel,0,3,2016,October,45,31,1,1,1,0.0,0,BB,SWE,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,140.0,0,1,2016-11-02 +Resort Hotel,1,92,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,134.0,,0,Transient,79.0,0,0,2015-12-10 +City Hotel,1,19,2017,July,28,15,2,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.67,0,0,2017-06-27 +City Hotel,0,62,2016,November,46,6,2,2,1,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.63,0,1,2016-11-10 +Resort Hotel,0,0,2016,April,15,4,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,56.0,0,1,2016-04-05 +City Hotel,1,100,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,108.0,0,0,2015-09-28 +Resort Hotel,0,234,2016,September,37,9,2,3,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,119.34,0,1,2016-09-14 +City Hotel,1,247,2016,October,44,28,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,110.0,0,0,2016-03-15 +Resort Hotel,0,69,2017,August,33,16,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,2017-08-22 +Resort Hotel,1,192,2017,June,24,11,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,88.0,0,0,2016-12-02 +City Hotel,0,35,2017,February,6,9,2,5,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,71.0,0,0,2017-02-16 +City Hotel,1,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2014-10-17 +City Hotel,0,25,2016,April,17,17,2,2,2,1.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.5,0,0,2016-04-21 +City Hotel,0,69,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,2015-10-28 +City Hotel,0,59,2016,November,47,18,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-11-22 +City Hotel,1,184,2016,October,41,4,0,3,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,101.05,0,0,2016-04-09 +Resort Hotel,0,2,2016,January,4,23,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient-Party,29.0,0,1,2016-01-24 +Resort Hotel,0,13,2017,June,23,7,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,154.0,0,Transient,75.0,0,0,2017-06-09 +City Hotel,0,26,2016,January,5,30,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,91.0,0,1,2016-02-01 +City Hotel,0,4,2017,May,22,29,1,1,1,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,94.0,0,0,2017-05-31 +City Hotel,0,64,2016,March,12,19,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,159.6,0,2,2016-03-21 +Resort Hotel,1,221,2017,April,18,30,2,5,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,82.0,0,0,2016-10-07 +City Hotel,0,7,2017,February,9,26,2,3,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,2017-03-03 +City Hotel,1,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +Resort Hotel,0,364,2016,October,42,12,0,4,1,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,60.0,0,0,2016-10-16 +City Hotel,0,96,2017,June,25,19,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,2,2017-06-22 +City Hotel,1,0,2017,May,20,18,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,1,2017-05-18 +City Hotel,0,56,2015,September,38,17,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,20.0,,0,Transient-Party,82.0,0,0,2015-09-19 +City Hotel,0,162,2017,June,22,3,2,1,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,89.1,0,0,2017-06-06 +Resort Hotel,1,184,2017,August,34,26,2,5,2,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,173.0,0,0,2017-03-07 +City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01 +City Hotel,0,448,2017,June,24,17,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,0.0,0,0,2017-06-20 +Resort Hotel,0,0,2016,October,41,5,0,1,3,0.0,0,BB,ESP,Direct,Direct,1,0,0,D,D,0,No Deposit,,,0,Transient,141.0,1,0,2016-10-06 +City Hotel,0,5,2015,August,33,15,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,122.0,0,1,2015-08-17 +City Hotel,0,15,2015,October,43,20,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,E,0,No Deposit,14.0,,0,Transient,109.0,0,0,2015-10-23 +Resort Hotel,0,27,2017,February,9,28,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,56.0,0,2,2017-03-01 +City Hotel,1,155,2017,August,35,31,0,3,2,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,1,2017-04-04 +Resort Hotel,0,171,2016,September,36,1,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,132.6,1,0,2016-09-04 +Resort Hotel,0,16,2016,July,30,23,2,6,3,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,215.0,0,2,2016-07-31 +Resort Hotel,1,79,2016,October,44,26,2,6,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,58.05,0,3,2016-08-30 +City Hotel,1,68,2017,April,16,18,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-04-01 +Resort Hotel,1,112,2017,August,35,28,1,5,3,0.0,0,HB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,250.0,0,2,2017-05-09 +City Hotel,0,3,2016,June,27,27,1,0,1,0.0,0,SC,ESP,Offline TA/TO,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,124.0,0,0,2016-06-28 +City Hotel,1,74,2017,July,30,23,4,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.56,0,1,2017-05-28 +City Hotel,1,109,2017,April,17,26,2,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.86,0,0,2017-04-24 +Resort Hotel,0,4,2017,January,5,30,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,34.0,0,Transient,38.5,1,0,2017-01-31 +City Hotel,0,6,2016,August,33,7,2,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1,2016-08-11 +City Hotel,0,1,2016,October,41,7,0,2,1,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,133.98,0,1,2016-10-09 +City Hotel,0,98,2017,April,15,14,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,90.1,0,0,2017-04-17 +City Hotel,0,137,2016,June,27,26,2,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,112.0,0,0,2016-07-01 +City Hotel,0,30,2016,November,49,30,0,2,3,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,22.0,,0,Transient,98.1,0,0,2016-12-02 +City Hotel,1,30,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,235.0,,0,Transient,140.0,0,0,2016-05-03 +City Hotel,1,180,2016,October,40,1,2,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.9,0,0,2016-08-31 +Resort Hotel,0,3,2016,February,6,1,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,43.0,0,Transient,30.0,0,0,2016-02-03 +City Hotel,1,19,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-22 +City Hotel,1,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,2016-04-27 +Resort Hotel,0,1,2016,August,34,16,0,1,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,209.0,0,1,2016-08-17 +City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,2015-01-30 +Resort Hotel,1,90,2016,December,52,23,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,2016-10-18 +City Hotel,1,67,2015,October,43,21,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,89.25,0,0,2015-09-24 +Resort Hotel,0,61,2016,October,41,3,3,8,2,0.0,0,BB,IRL,Direct,Direct,1,0,1,D,D,0,No Deposit,,,0,Transient,10.0,0,0,2016-10-14 +Resort Hotel,0,160,2017,March,11,18,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,55.8,0,3,2017-03-25 +Resort Hotel,1,36,2015,August,32,4,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,221.0,0,0,2015-07-29 +Resort Hotel,0,49,2015,December,52,23,0,0,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,242.0,,0,Transient,0.0,0,0,2015-12-23 +Resort Hotel,0,1,2016,April,15,5,0,2,1,0.0,0,BB,UKR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,75.0,0,1,2016-04-07 +City Hotel,0,5,2017,May,22,29,1,0,1,0.0,0,BB,PRT,Complementary,Direct,1,4,12,D,A,0,No Deposit,,45.0,0,Transient,0.0,0,3,2017-05-30 +City Hotel,0,16,2017,March,12,23,0,2,1,0.0,0,BB,FIN,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,108.0,0,0,2017-03-25 +City Hotel,0,209,2017,August,34,22,0,3,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,1,1,2017-08-25 +City Hotel,0,1,2016,July,31,30,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,,,0,Transient,177.0,1,0,2016-07-31 +City Hotel,1,36,2016,March,11,8,2,5,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.1,0,0,2016-02-02 +City Hotel,1,29,2016,October,42,15,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,154.5,0,1,2016-09-16 +City Hotel,1,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0,2017-01-24 +Resort Hotel,0,0,2017,January,3,18,0,1,1,0.0,0,BB,PRT,Direct,Direct,1,0,0,A,A,1,No Deposit,,,0,Transient,57.0,1,0,2017-01-19 +Resort Hotel,1,252,2017,July,29,17,1,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,192.0,0,0,2016-11-08 +Resort Hotel,0,27,2015,December,52,24,0,2,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,6.0,,0,Transient,50.0,0,0,2015-12-26 +Resort Hotel,1,55,2017,July,29,17,3,8,2,0.0,0,BB,RUS,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,260.0,0,0,2017-05-29 +City Hotel,1,138,2016,August,34,16,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,121.2,0,1,2016-08-04 +City Hotel,0,30,2016,September,39,24,1,1,2,0.0,0,BB,ZAF,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,143.55,0,0,2016-09-26 +City Hotel,1,309,2016,May,20,13,1,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,215,Transient-Party,101.0,0,0,2016-02-09 +City Hotel,0,58,2016,November,47,16,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-11-19 +Resort Hotel,1,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0,2015-12-11 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/info.json new file mode 100644 index 0000000000000000000000000000000000000000..4816c05993309461836de8622438e342f2e503ff --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/info.json @@ -0,0 +1,398 @@ +{ + "name": "Hotel Booking Demand", + "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data", + "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.", + "is_splited": false, + "overall_size": 119390, + "train_size": 0, + "test_size": 0, + "c_classes": 12, + "n_classes": 20, + "cat_feature_intro": { + "hotel": "Type of hotel (City Hotel or Resort Hotel).", + "arrival_date_month": "Month of arrival for the booking.", + "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).", + "country": "Country of origin of the guest.", + "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).", + "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).", + "reserved_room_type": "Type of room reserved by the guest before any changes.", + "assigned_room_type": "Final room type assigned to the guest.", + "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).", + "customer_type": "Type of customer (e.g., transient, group, contract).", + "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).", + "reservation_status_date": "Date when the reservation status was last updated." + }, + "num_feature_intro": { + "is_canceled": "Indicates whether the booking was canceled (1) or not (0).", + "lead_time": "Number of days between booking and arrival.", + "arrival_date_year": "Year of arrival for the booking.", + "arrival_date_week_number": "Week number of the arrival date.", + "arrival_date_day_of_month": "Day of the month of arrival.", + "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.", + "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.", + "adults": "Number of adults included in the booking.", + "children": "Number of children included in the booking.", + "babies": "Number of babies included in the booking.", + "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).", + "previous_cancellations": "Number of times the guest has canceled previous bookings.", + "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.", + "booking_changes": "Number of changes made to the booking.", + "agent": "ID of the booking agent (if applicable).", + "company": "ID of the company making the booking (if applicable).", + "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.", + "adr": "Average daily rate (price per night per room).", + "required_car_parking_spaces": "Number of car parking spaces required by the guest.", + "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)." + }, + "evaluation_metric": null, + "task_type": "classification", + "target": "reservation_status", + "num_feature_value": { + "adr": [ + -6.38, + 5400.0 + ], + "adults": [ + 0.0, + 55.0 + ], + "agent": [ + 1.0, + 535.0 + ], + "arrival_date_day_of_month": [ + 1.0, + 31.0 + ], + "arrival_date_week_number": [ + 1.0, + 53.0 + ], + "arrival_date_year": [ + 2015.0, + 2017.0 + ], + "babies": [ + 0.0, + 10.0 + ], + "booking_changes": [ + 0.0, + 21.0 + ], + "children": [ + 0.0, + 10.0 + ], + "company": [ + 6.0, + 543.0 + ], + "days_in_waiting_list": [ + 0.0, + 391.0 + ], + "is_canceled": [ + 0.0, + 1.0 + ], + "is_repeated_guest": [ + 0.0, + 1.0 + ], + "lead_time": [ + 0.0, + 737.0 + ], + "previous_bookings_not_canceled": [ + 0.0, + 72.0 + ], + "previous_cancellations": [ + 0.0, + 26.0 + ], + "required_car_parking_spaces": [ + 0.0, + 8.0 + ], + "stays_in_week_nights": [ + 0.0, + 50.0 + ], + "stays_in_weekend_nights": [ + 0.0, + 19.0 + ], + "total_of_special_requests": [ + 0.0, + 5.0 + ] + }, + "cat_feature_value": { + "arrival_date_month": [ + "April", + "August", + "December", + "February", + "January", + "July", + "June", + "March", + "May", + "November", + "October", + "September" + ], + "assigned_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "I", + "K", + "L", + "P" + ], + "country": [ + "ABW", + "AGO", + "AIA", + "ALB", + "AND", + "ARE", + "ARG", + "ARM", + "ASM", + "ATA", + "ATF", + "AUS", + "AUT", + "AZE", + "BDI", + "BEL", + "BEN", + "BFA", + "BGD", + "BGR", + "BHR", + "BHS", + "BIH", + "BLR", + "BOL", + "BRA", + "BRB", + "BWA", + "CAF", + "CHE", + "CHL", + "CHN", + "CIV", + "CMR", + "CN", + "COL", + "COM", + "CPV", + "CRI", + "CUB", + "CYM", + "CYP", + "CZE", + "DEU", + "DJI", + "DMA", + "DNK", + "DOM", + "DZA", + "ECU", + "EGY", + "ESP", + "EST", + "ETH", + "FIN", + "FJI", + "FRA", + "FRO", + "GAB", + "GBR", + "GEO", + "GGY", + "GHA", + "GIB", + "GLP", + "GNB", + "GRC", + "GTM", + "GUY", + "HKG", + "HND", + "HRV", + "HUN", + "IDN", + "IMN", + "IND", + "IRL", + "IRN", + "IRQ", + "ISL", + "ISR", + "ITA", + "JAM", + "JEY", + "JOR", + "JPN", + "KAZ", + "KEN", + "KHM", + "KIR", + "KNA", + "KOR", + "KWT", + "LAO", + "LBN", + "LBY", + "LCA", + "LIE", + "LKA", + "LTU", + "LUX", + "LVA", + "MAC", + "MAR", + "MCO", + "MDG", + "MDV", + "MEX", + "MKD", + "MLI", + "MLT", + "MMR", + "MNE", + "MOZ", + "MRT", + "MUS", + "MWI", + "MYS", + "MYT", + "NAM", + "NCL", + "NGA", + "NIC", + "NLD", + "NOR", + "NPL", + "NZL", + "OMN", + "PAK", + "PAN", + "PER", + "PHL", + "PLW", + "POL", + "PRI", + "PRT", + "PRY", + "PYF", + "QAT", + "ROU", + "RUS", + "RWA", + "SAU", + "SDN", + "SEN", + "SGP", + "SLE", + "SLV", + "SMR", + "SRB", + "STP", + "SUR", + "SVK", + "SVN", + "SWE", + "SYC", + "SYR", + "TGO", + "THA", + "TJK", + "TMP", + "TUN", + "TUR", + "TWN", + "TZA", + "UGA", + "UKR", + "UMI", + "URY", + "USA", + "UZB", + "VEN", + "VGB", + "VNM", + "ZAF", + "ZMB", + "ZWE" + ], + "customer_type": [ + "Contract", + "Group", + "Transient", + "Transient-Party" + ], + "deposit_type": [ + "No Deposit", + "Non Refund", + "Refundable" + ], + "distribution_channel": [ + "Corporate", + "Direct", + "GDS", + "TA/TO", + "Undefined" + ], + "hotel": [ + "City Hotel", + "Resort Hotel" + ], + "market_segment": [ + "Aviation", + "Complementary", + "Corporate", + "Direct", + "Groups", + "Offline TA/TO", + "Online TA", + "Undefined" + ], + "meal": [ + "BB", + "FB", + "HB", + "SC", + "Undefined" + ], + "reservation_status": [ + "Canceled", + "Check-Out", + "No-Show" + ], + "reservation_status_date": "string", + "reserved_room_type": [ + "A", + "B", + "C", + "D", + "E", + "F", + "G", + "H", + "L", + "P" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..8cef3114abf71f29aab76a70c221f6d013368ad8 --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test.csv @@ -0,0 +1,501 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +Resort Hotel,0,58,2016,May,20,8,2,0,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,I,3,No Deposit,393.0,,0,Transient-Party,75.6,0,1,Check-Out,2016-05-10 +Resort Hotel,0,122,2016,August,35,23,1,5,3,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,H,H,2,No Deposit,240.0,,0,Transient,265.83,0,0,Check-Out,2016-08-29 +Resort Hotel,0,101,2016,August,36,30,0,3,2,0.0,0,BB,CN,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,197.67,0,0,Check-Out,2016-09-02 +City Hotel,1,356,2015,October,41,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,0,108,2016,June,24,5,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,243.0,,0,Contract,64.9,0,0,Check-Out,2016-06-12 +City Hotel,1,9,2016,April,17,19,0,1,2,0.0,0,SC,FIN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,0,Canceled,2016-04-15 +Resort Hotel,1,44,2015,December,49,5,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,134.0,,0,Transient-Party,70.0,0,0,Canceled,2015-11-30 +City Hotel,1,242,2016,August,34,19,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,1,Canceled,2016-02-06 +City Hotel,0,80,2016,July,31,24,2,2,2,0.0,0,BB,NLD,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,121.0,,0,Transient,72.25,0,0,Check-Out,2016-07-28 +City Hotel,1,48,2016,September,38,14,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,281.0,,0,Transient-Party,130.0,0,0,Canceled,2016-09-06 +City Hotel,0,167,2017,April,16,17,1,3,2,0.0,0,BB,CHE,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,16.0,,0,Transient-Party,89.1,0,0,Check-Out,2017-04-21 +City Hotel,0,115,2017,March,11,16,0,3,2,0.0,0,SC,LVA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0,Check-Out,2017-03-19 +City Hotel,1,16,2016,April,17,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,Canceled,2016-04-10 +City Hotel,0,5,2016,November,47,18,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,111.0,0,1,Check-Out,2016-11-20 +City Hotel,0,3,2015,September,37,9,0,2,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,B,0,No Deposit,,68.0,0,Transient-Party,90.0,0,0,Check-Out,2015-09-11 +Resort Hotel,0,36,2016,October,43,20,0,3,1,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,D,1,No Deposit,,,0,Transient-Party,46.0,0,0,Check-Out,2016-10-23 +Resort Hotel,1,0,2016,August,32,5,0,1,2,2.0,1,BB,PRT,Direct,Direct,0,0,0,G,G,0,No Deposit,,,0,Transient,199.0,0,0,Canceled,2016-08-05 +City Hotel,1,123,2015,July,29,13,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.5,0,1,Canceled,2015-06-30 +City Hotel,1,24,2017,May,20,19,0,2,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,128.0,0,1,Canceled,2017-04-26 +City Hotel,0,123,2017,May,19,8,1,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,9.0,,0,Transient,111.6,0,1,Check-Out,2017-05-13 +City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-08-14 +City Hotel,0,158,2017,March,13,27,1,1,1,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,1,No Deposit,37.0,,0,Transient-Party,95.0,0,0,Check-Out,2017-03-29 +City Hotel,1,130,2016,April,16,13,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,10,Transient,100.0,0,0,Canceled,2015-12-15 +City Hotel,1,22,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,0,138,2016,July,28,4,1,2,2,0.0,0,BB,IND,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,91.48,0,1,Check-Out,2016-07-07 +Resort Hotel,0,69,2017,February,8,25,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,53.14,0,2,Check-Out,2017-03-04 +Resort Hotel,0,2,2016,October,43,19,0,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,81.0,1,2,Check-Out,2016-10-20 +City Hotel,0,45,2016,March,13,21,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0,Check-Out,2016-03-24 +City Hotel,0,26,2016,November,47,17,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,83.0,,0,Transient,91.2,0,0,Check-Out,2016-11-20 +City Hotel,1,14,2016,October,43,22,0,1,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,0,Canceled,2016-10-08 +Resort Hotel,0,0,2016,February,9,24,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,45.0,0,0,Check-Out,2016-02-25 +Resort Hotel,0,0,2017,May,20,15,1,0,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,85.0,0,1,Check-Out,2017-05-16 +Resort Hotel,0,43,2015,October,41,6,0,4,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,62.8,0,1,Check-Out,2015-10-10 +City Hotel,0,0,2017,February,8,25,0,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.0,1,2,Check-Out,2017-02-26 +City Hotel,1,7,2016,January,3,11,2,5,1,0.0,0,BB,ZAF,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.9,0,0,No-Show,2016-01-11 +Resort Hotel,0,87,2015,July,29,18,4,10,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,124.5,0,0,Check-Out,2015-08-01 +Resort Hotel,0,67,2016,November,46,6,2,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,F,0,No Deposit,240.0,,0,Transient,57.47,0,2,Check-Out,2016-11-12 +City Hotel,1,16,2016,December,53,29,1,3,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.8,0,0,Canceled,2016-12-21 +Resort Hotel,0,158,2016,October,43,16,2,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,2.0,,0,Transient,67.0,0,0,Check-Out,2016-10-20 +Resort Hotel,0,364,2016,October,42,12,0,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,D,0,No Deposit,,223.0,0,Transient-Party,69.0,1,0,Check-Out,2016-10-16 +Resort Hotel,0,254,2015,September,37,12,2,2,2,0.0,0,BB,CN,Groups,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient-Party,0.0,0,0,Check-Out,2015-09-16 +City Hotel,0,159,2016,August,34,20,2,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,22.0,,0,Transient,72.25,0,0,Check-Out,2016-08-24 +City Hotel,1,11,2016,December,50,6,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,Canceled,2016-11-29 +City Hotel,1,86,2016,December,50,8,0,3,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,122.0,0,0,Canceled,2016-09-13 +Resort Hotel,0,24,2015,July,30,23,2,5,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,179.0,0,1,Check-Out,2015-07-30 +Resort Hotel,0,0,2017,January,1,2,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,165.0,,0,Transient,41.0,1,0,Check-Out,2017-01-04 +Resort Hotel,0,27,2016,April,16,12,0,2,1,0.0,0,BB,PRT,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,60.0,1,1,Check-Out,2016-04-14 +Resort Hotel,0,3,2016,April,16,14,0,1,1,0.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,250.0,,0,Transient-Party,116.0,1,0,Check-Out,2016-04-15 +Resort Hotel,0,1,2016,March,12,15,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,165.0,0,Transient,30.0,0,1,Check-Out,2016-03-16 +Resort Hotel,0,185,2016,August,35,27,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,143.0,,0,Contract,90.2,0,2,Check-Out,2016-09-03 +City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,Canceled,2015-11-11 +City Hotel,1,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +Resort Hotel,0,10,2016,December,53,31,0,1,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,180.0,0,0,Check-Out,2017-01-01 +Resort Hotel,0,31,2016,April,15,8,2,2,3,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,91.0,,0,Transient-Party,73.69,0,0,Check-Out,2016-04-12 +Resort Hotel,0,165,2015,December,53,30,1,4,0,0.0,0,SC,PRT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,308.0,,122,Transient-Party,0.0,0,0,Check-Out,2016-01-04 +City Hotel,0,0,2015,December,52,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.0,1,1,Check-Out,2015-12-23 +City Hotel,0,179,2016,August,35,26,2,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,7.0,,0,Transient,82.18,0,0,Check-Out,2016-08-30 +City Hotel,0,65,2016,July,31,27,0,2,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,109.9,0,1,Check-Out,2016-07-29 +Resort Hotel,1,57,2016,August,33,13,2,4,2,2.0,0,BB,MAR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,269.0,0,0,Canceled,2016-07-26 +City Hotel,0,73,2016,October,44,28,0,1,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,1,A,A,1,No Deposit,21.0,,0,Group,62.5,0,0,Check-Out,2016-10-29 +Resort Hotel,0,28,2016,January,1,2,2,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,56.33,1,1,Check-Out,2016-01-05 +Resort Hotel,1,201,2017,May,19,13,1,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,76.5,0,1,Canceled,2016-10-26 +City Hotel,0,35,2016,April,18,24,2,0,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,118.8,0,1,Check-Out,2016-04-26 +City Hotel,0,116,2017,March,12,24,0,2,2,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient-Party,100.0,0,1,Check-Out,2017-03-26 +Resort Hotel,0,339,2016,October,42,11,2,5,2,0.0,0,BB,GBR,Groups,Direct,0,0,0,E,E,0,Refundable,273.0,,150,Transient-Party,80.81,0,0,Check-Out,2016-10-18 +City Hotel,1,0,2017,August,32,7,1,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,150.0,0,0,Canceled,2017-08-07 +City Hotel,0,116,2017,March,12,24,0,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,90.0,0,0,Check-Out,2017-03-26 +City Hotel,1,152,2015,September,38,16,2,4,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,13.0,,0,Transient,136.68,0,0,Canceled,2015-05-25 +City Hotel,0,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Check-Out,2015-08-16 +City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,ISL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,Check-Out,2017-04-23 +City Hotel,1,137,2016,January,5,27,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,45,Transient,70.0,0,0,Canceled,2015-10-27 +City Hotel,0,11,2016,March,11,7,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,70.0,0,0,Check-Out,2016-03-11 +City Hotel,1,267,2016,March,14,31,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,1,28,2017,July,30,24,1,2,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.33,0,1,Canceled,2017-07-18 +City Hotel,0,3,2016,January,3,15,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,69.84,0,0,Check-Out,2016-01-20 +City Hotel,1,140,2017,August,33,19,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,195.0,0,1,Canceled,2017-04-06 +Resort Hotel,0,0,2016,March,12,18,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,65.0,0,1,Check-Out,2016-03-20 +City Hotel,1,81,2017,May,18,1,1,2,3,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,196.2,0,0,Canceled,2017-02-09 +Resort Hotel,0,0,2016,February,6,1,1,0,3,0.0,0,BB,CHN,Direct,Direct,1,0,0,A,C,0,No Deposit,,,0,Transient,60.0,0,0,Check-Out,2016-02-02 +City Hotel,0,99,2016,February,8,19,0,2,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,D,1,No Deposit,,67.0,0,Transient-Party,80.5,0,0,Check-Out,2016-02-21 +City Hotel,0,119,2016,May,22,23,1,2,1,0.0,0,BB,SWE,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,90.0,0,0,Check-Out,2016-05-26 +City Hotel,1,10,2016,November,45,1,0,4,2,0.0,0,SC,COL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,102.0,0,0,Canceled,2016-10-23 +Resort Hotel,1,1,2015,December,52,22,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,51.0,0,0,Canceled,2015-12-22 +Resort Hotel,1,244,2015,September,36,3,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,19,0,A,A,0,Non Refund,,,0,Transient,36.0,0,0,Canceled,2015-04-29 +Resort Hotel,1,267,2015,September,39,26,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,54.99,0,0,Canceled,2015-06-17 +Resort Hotel,1,274,2015,October,40,3,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,36.05,0,0,Canceled,2015-08-12 +Resort Hotel,0,149,2017,June,23,4,4,6,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,314.0,,0,Transient,115.4,0,0,Check-Out,2017-06-14 +City Hotel,1,54,2017,January,2,14,0,1,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.6,0,0,Canceled,2016-12-27 +City Hotel,0,163,2017,August,35,30,0,2,2,0.0,0,BB,ZAF,Offline TA/TO,TA/TO,0,0,0,D,E,1,No Deposit,168.0,,0,Transient,89.1,0,0,Check-Out,2017-09-01 +City Hotel,1,117,2016,April,18,29,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,11.0,,0,Transient,99.85,0,0,Canceled,2016-01-03 +Resort Hotel,0,168,2016,June,24,11,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,3,No Deposit,40.0,,0,Contract,64.9,0,2,Check-Out,2016-06-18 +City Hotel,0,468,2017,July,30,29,2,1,2,0.0,0,BB,ZAF,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,1,Check-Out,2017-08-01 +City Hotel,0,133,2017,July,28,9,2,1,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,89.1,0,2,Check-Out,2017-07-12 +City Hotel,1,396,2017,June,26,25,2,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,B,1,No Deposit,6.0,,0,Transient-Party,80.0,0,0,Canceled,2017-05-24 +City Hotel,0,158,2016,July,29,16,0,1,2,0.0,0,SC,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,75.6,0,0,Check-Out,2016-07-17 +Resort Hotel,0,169,2016,March,14,31,0,3,1,0.0,0,BB,BEL,Groups,Direct,0,0,0,A,A,2,Refundable,,223.0,0,Transient-Party,68.0,1,0,Check-Out,2016-04-03 +City Hotel,0,69,2016,April,17,18,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,110.08,0,1,Check-Out,2016-04-22 +City Hotel,1,80,2015,December,49,4,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,1,No Deposit,10.0,,0,Transient,110.2,0,0,Canceled,2015-09-16 +City Hotel,1,44,2016,June,27,28,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,134.1,0,0,Canceled,2016-06-22 +Resort Hotel,1,200,2015,September,37,7,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,3,0,A,A,0,No Deposit,240.0,,0,Transient-Party,73.8,0,2,Canceled,2015-05-08 +City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2016-04-04 +Resort Hotel,1,16,2016,May,23,29,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,94.5,0,0,Canceled,2016-05-18 +City Hotel,0,17,2017,June,23,5,1,1,3,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,200.0,0,2,Check-Out,2017-06-07 +City Hotel,1,218,2017,July,27,5,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,0,Canceled,2016-12-08 +City Hotel,0,71,2016,August,35,26,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,131.4,0,1,Check-Out,2016-08-30 +Resort Hotel,1,37,2016,April,18,29,2,5,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,71.0,,0,Transient,39.0,0,0,Canceled,2016-04-13 +City Hotel,0,340,2017,April,16,21,2,2,1,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,98.1,0,2,Check-Out,2017-04-25 +City Hotel,0,114,2016,July,29,13,0,4,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,89.25,0,0,Check-Out,2016-07-17 +City Hotel,0,117,2015,August,31,1,2,1,2,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,Check-Out,2015-08-04 +Resort Hotel,1,232,2016,November,48,26,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,11.0,,0,Transient,30.0,0,0,Canceled,2016-10-18 +City Hotel,0,72,2015,October,44,28,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,Check-Out,2015-10-31 +City Hotel,1,79,2016,December,50,7,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,Canceled,2016-11-21 +City Hotel,1,311,2015,August,35,24,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +Resort Hotel,0,138,2016,July,30,23,2,4,3,0.0,0,Undefined,ESP,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,318.0,0,1,Check-Out,2016-07-29 +City Hotel,0,67,2017,May,18,2,0,3,2,0.0,0,BB,NOR,Groups,Corporate,0,0,0,A,A,0,No Deposit,,409.0,0,Transient-Party,120.0,0,0,Check-Out,2017-05-05 +City Hotel,0,7,2016,May,19,5,0,3,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,112.0,0,0,Check-Out,2016-05-08 +City Hotel,0,12,2017,January,4,23,1,4,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.71,0,1,Check-Out,2017-01-28 +City Hotel,1,301,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,Canceled,2016-03-15 +Resort Hotel,1,98,2017,August,32,11,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,262.0,0,2,Canceled,2017-06-22 +City Hotel,0,5,2016,November,46,7,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,4,A,D,0,No Deposit,,40.0,0,Transient,67.0,1,1,Check-Out,2016-11-08 +City Hotel,1,35,2017,March,12,25,2,1,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,101.33,0,0,Canceled,2017-02-19 +Resort Hotel,0,110,2016,August,33,10,1,4,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,189.0,0,2,Check-Out,2016-08-15 +Resort Hotel,0,0,2017,February,6,8,0,1,2,0.0,0,BB,,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,73.0,0,0,Check-Out,2017-02-09 +Resort Hotel,0,253,2017,April,17,23,2,5,2,0.0,0,HB,GBR,Groups,TA/TO,0,0,0,D,D,1,No Deposit,273.0,,0,Transient-Party,80.94,0,0,Check-Out,2017-04-30 +City Hotel,0,20,2015,September,38,15,0,5,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,D,0,No Deposit,14.0,,0,Transient,112.6,0,3,Check-Out,2015-09-20 +City Hotel,1,11,2016,November,45,5,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.0,0,1,Canceled,2016-10-28 +Resort Hotel,0,0,2017,May,20,15,1,0,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,79.0,1,0,Check-Out,2017-05-16 +City Hotel,0,2,2016,November,48,23,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.0,0,1,Check-Out,2016-11-24 +City Hotel,0,23,2017,January,2,8,2,3,2,1.0,0,HB,ITA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,168.0,1,1,Check-Out,2017-01-13 +City Hotel,0,78,2016,December,50,8,1,3,2,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,Check-Out,2016-12-12 +City Hotel,1,16,2017,March,10,10,2,2,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.55,0,0,Canceled,2017-02-27 +City Hotel,0,228,2016,May,22,22,2,0,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,106.2,0,1,Check-Out,2016-05-24 +City Hotel,1,44,2016,October,41,2,2,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,108.0,0,1,Canceled,2016-08-22 +City Hotel,0,4,2016,March,11,7,1,3,2,0.0,0,HB,DZA,Offline TA/TO,TA/TO,0,0,1,A,A,0,No Deposit,12.0,,0,Transient-Party,106.0,0,0,Check-Out,2016-03-11 +Resort Hotel,0,0,2017,January,1,3,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,154.0,0,Transient,35.0,0,0,Check-Out,2017-01-05 +City Hotel,0,91,2017,May,20,14,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,108.0,0,4,Check-Out,2017-05-15 +City Hotel,1,88,2017,May,20,14,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,Canceled,2017-04-10 +City Hotel,0,0,2016,November,49,28,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,330.0,0,Transient,84.0,0,0,Check-Out,2016-11-29 +City Hotel,0,102,2016,October,41,2,2,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,Check-Out,2016-10-05 +City Hotel,0,236,2016,September,40,27,0,4,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,7.0,,0,Transient,81.16,0,1,Check-Out,2016-10-01 +City Hotel,1,66,2015,October,41,9,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,75.0,0,0,Canceled,2015-08-25 +Resort Hotel,0,19,2016,October,44,27,0,3,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,250.0,,0,Transient,136.67,0,1,Check-Out,2016-10-30 +City Hotel,0,18,2015,December,51,18,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,75.0,0,2,Check-Out,2015-12-19 +City Hotel,1,47,2017,February,8,25,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,104.4,0,0,Canceled,2017-01-09 +City Hotel,0,42,2016,January,3,16,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.3,0,1,Check-Out,2016-01-17 +City Hotel,0,215,2016,November,48,21,1,1,1,0.0,0,BB,SWE,Groups,Corporate,0,0,0,A,A,1,No Deposit,,233.0,0,Transient,75.0,0,0,Check-Out,2016-11-23 +City Hotel,0,93,2016,June,23,3,0,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient-Party,159.3,0,0,Check-Out,2016-06-05 +Resort Hotel,0,220,2017,August,32,10,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,134.43,0,0,Check-Out,2017-08-17 +City Hotel,1,12,2017,February,9,27,1,0,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,Canceled,2017-02-15 +Resort Hotel,0,159,2016,January,5,25,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,38.86,0,1,Check-Out,2016-01-29 +City Hotel,0,17,2017,March,9,3,0,2,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,60.06,0,0,Check-Out,2017-03-05 +City Hotel,0,33,2016,January,5,25,1,1,2,0.0,0,BB,BRA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,38.0,,15,Transient-Party,64.0,0,0,Check-Out,2016-01-27 +City Hotel,0,160,2017,March,12,25,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,G,0,No Deposit,9.0,,0,Transient,135.0,0,1,Check-Out,2017-03-26 +City Hotel,0,13,2016,February,9,22,1,0,1,0.0,0,SC,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,66.7,0,0,Check-Out,2016-02-23 +Resort Hotel,0,14,2017,January,2,8,2,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,43.0,0,1,Check-Out,2017-01-12 +City Hotel,1,14,2016,January,4,20,5,14,1,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.09,0,0,No-Show,2016-01-20 +Resort Hotel,1,35,2017,April,15,13,0,3,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,167.0,0,3,Canceled,2017-03-22 +City Hotel,0,43,2017,February,8,23,2,8,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,K,0,No Deposit,9.0,,0,Transient,116.28,0,0,Check-Out,2017-03-05 +City Hotel,0,89,2016,September,39,20,2,5,2,0.0,0,BB,ROU,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,138.0,,0,Transient,95.0,0,2,Check-Out,2016-09-27 +City Hotel,1,32,2016,October,42,10,1,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,148.28,0,0,Canceled,2016-10-09 +City Hotel,0,66,2016,June,27,26,2,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,122.72,0,0,Check-Out,2016-07-01 +City Hotel,1,61,2016,May,22,28,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,140.4,0,0,Canceled,2016-03-28 +City Hotel,1,69,2017,July,29,20,0,2,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,Canceled,2017-05-15 +City Hotel,0,8,2015,December,51,17,0,3,2,0.0,0,BB,BRA,Direct,Direct,0,0,0,A,A,4,No Deposit,14.0,,0,Transient,95.0,0,0,Check-Out,2015-12-20 +City Hotel,0,0,2017,January,4,24,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,6,60,A,A,1,No Deposit,,40.0,0,Transient,65.0,0,1,Check-Out,2017-01-27 +City Hotel,0,49,2017,February,8,24,1,2,2,0.0,0,BB,NLD,Offline TA/TO,TA/TO,0,0,0,A,C,0,No Deposit,85.0,,0,Transient,72.0,0,1,Check-Out,2017-02-27 +Resort Hotel,0,21,2016,July,30,17,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,204.0,0,0,Check-Out,2016-07-23 +City Hotel,1,240,2017,July,30,23,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,Canceled,2016-11-25 +City Hotel,0,201,2016,May,22,24,0,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,127.0,1,1,Check-Out,2016-05-26 +Resort Hotel,1,203,2017,August,33,18,4,8,2,1.0,0,BB,AZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,126.8,0,3,Canceled,2017-02-25 +Resort Hotel,0,233,2017,June,24,15,0,2,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,99.0,0,2,Check-Out,2017-06-17 +City Hotel,0,148,2016,November,45,2,0,4,2,0.0,0,BB,HUN,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,79.2,0,0,Check-Out,2016-11-06 +City Hotel,0,11,2016,March,11,11,0,2,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,74.8,0,0,Check-Out,2016-03-13 +City Hotel,1,148,2017,May,18,4,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,171.0,,0,Transient,95.0,0,0,Canceled,2016-12-07 +City Hotel,1,323,2016,May,22,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,0,39,2016,December,53,27,0,1,1,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,220.0,,0,Transient-Party,65.0,0,0,Check-Out,2016-12-28 +City Hotel,0,25,2015,October,41,6,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,112.25,0,1,Check-Out,2015-10-10 +Resort Hotel,1,223,2017,May,18,4,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,177.0,,0,Transient,68.4,0,1,Canceled,2016-11-02 +City Hotel,0,11,2016,August,36,28,2,2,3,1.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,246.0,0,0,Check-Out,2016-09-01 +City Hotel,1,105,2016,April,15,6,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,Canceled,2016-01-18 +Resort Hotel,0,9,2016,January,3,13,0,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,44.8,0,1,Check-Out,2016-01-17 +City Hotel,0,1,2016,March,10,2,0,2,1,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,90.0,0,0,Check-Out,2016-03-04 +City Hotel,1,128,2016,November,48,26,1,1,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0,Canceled,2016-07-21 +Resort Hotel,0,152,2017,April,14,5,0,4,1,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,2,No Deposit,,223.0,0,Transient-Party,49.0,1,0,Check-Out,2017-04-09 +Resort Hotel,0,9,2016,May,21,15,1,0,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,Refundable,,,0,Transient-Party,70.0,0,0,Check-Out,2016-05-16 +City Hotel,1,175,2017,June,23,9,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,99.0,0,0,Canceled,2017-05-19 +Resort Hotel,0,23,2016,January,3,14,0,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,48.0,0,0,Check-Out,2016-01-15 +Resort Hotel,0,37,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,,,0,Transient,210.0,1,0,Check-Out,2016-07-30 +City Hotel,0,24,2017,July,27,6,0,1,2,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1,Check-Out,2017-07-07 +City Hotel,0,4,2017,January,3,17,0,2,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,98.0,0,0,Check-Out,2017-01-19 +City Hotel,1,174,2015,October,41,10,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,Canceled,2015-08-31 +City Hotel,1,195,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,Canceled,2015-07-23 +City Hotel,1,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06 +Resort Hotel,0,63,2015,September,36,4,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,168.0,1,1,Check-Out,2015-09-09 +City Hotel,0,173,2017,April,16,20,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,99.0,0,1,Check-Out,2017-04-21 +City Hotel,0,40,2016,June,24,9,0,1,2,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.9,0,1,Check-Out,2016-06-10 +City Hotel,0,21,2017,June,23,6,0,3,1,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,120.0,0,1,Check-Out,2017-06-09 +City Hotel,1,7,2017,May,19,8,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,3,Canceled,2017-05-03 +City Hotel,1,394,2017,May,20,16,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2017-05-04 +City Hotel,0,5,2015,August,35,29,2,2,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,89.0,0,0,Check-Out,2015-09-02 +City Hotel,1,159,2017,June,24,17,2,5,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.25,0,0,Canceled,2017-05-07 +City Hotel,1,209,2016,August,34,19,0,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,133.2,0,0,Canceled,2016-01-31 +Resort Hotel,0,85,2016,July,28,3,2,3,3,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,C,1,No Deposit,5.0,,0,Transient-Party,168.48,1,0,Check-Out,2016-07-08 +City Hotel,0,75,2016,April,15,4,1,4,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,87.55,0,1,Check-Out,2016-04-09 +Resort Hotel,0,103,2017,March,13,31,2,2,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,42.0,0,1,Check-Out,2017-04-04 +Resort Hotel,0,48,2017,March,12,23,2,5,2,0.0,0,Undefined,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,464.0,,0,Transient,66.0,0,0,Check-Out,2017-03-30 +City Hotel,1,312,2015,August,35,25,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +Resort Hotel,0,40,2016,February,8,14,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,108.0,0,1,Check-Out,2016-02-15 +City Hotel,1,307,2017,May,19,11,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,276.0,,0,Transient-Party,89.1,0,0,Canceled,2017-04-11 +City Hotel,0,27,2016,September,39,20,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,288.0,,0,Transient-Party,95.0,0,0,Check-Out,2016-09-21 +City Hotel,1,605,2016,October,43,17,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2016-09-20 +City Hotel,0,12,2017,May,20,16,2,5,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient-Party,156.75,0,1,Check-Out,2017-05-23 +Resort Hotel,1,67,2017,May,19,10,2,8,3,1.0,0,BB,SWE,Online TA,TA/TO,0,0,0,H,H,2,No Deposit,240.0,,0,Transient,175.0,0,1,Canceled,2017-04-29 +Resort Hotel,0,15,2015,November,45,5,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,2,A,A,0,No Deposit,314.0,,0,Transient,21.5,0,0,Check-Out,2015-11-06 +City Hotel,0,59,2017,April,14,2,2,4,2,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,3,No Deposit,9.0,,0,Transient,126.0,0,3,Check-Out,2017-04-08 +City Hotel,0,75,2017,January,2,8,2,1,1,0.0,0,BB,USA,Groups,TA/TO,0,0,0,D,D,0,No Deposit,330.0,,0,Transient-Party,67.0,0,2,Check-Out,2017-01-11 +City Hotel,0,108,2017,March,11,17,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.2,0,2,Check-Out,2017-03-20 +City Hotel,0,69,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,Check-Out,2015-10-28 +City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +City Hotel,0,48,2017,March,13,30,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,93.78,0,0,Check-Out,2017-04-02 +Resort Hotel,1,172,2015,September,37,12,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient-Party,36.0,0,0,Canceled,2015-08-06 +Resort Hotel,0,2,2016,December,51,12,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,494.0,0,Transient,45.0,1,0,Check-Out,2016-12-13 +City Hotel,0,90,2016,November,46,7,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,171.9,0,1,Check-Out,2016-11-09 +City Hotel,1,315,2016,December,49,2,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,Canceled,2016-03-15 +City Hotel,1,14,2016,November,45,3,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,112.0,0,1,Canceled,2016-10-28 +City Hotel,1,2,2016,April,18,24,1,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,0,Canceled,2016-04-22 +City Hotel,1,275,2017,July,28,11,0,1,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,Canceled,2016-10-18 +Resort Hotel,0,2,2016,November,48,26,1,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,250.0,,0,Transient,38.0,0,0,Check-Out,2016-11-28 +City Hotel,1,94,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,154.0,,28,Transient,80.0,0,0,Canceled,2015-12-29 +Resort Hotel,1,312,2017,March,10,5,2,5,1,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,E,E,1,No Deposit,298.0,,0,Transient-Party,58.0,0,0,Canceled,2017-02-21 +Resort Hotel,0,53,2015,November,47,20,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,36.45,0,1,Check-Out,2015-11-22 +City Hotel,0,4,2016,February,6,4,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,72.07,0,1,Check-Out,2016-02-06 +City Hotel,1,288,2017,July,27,3,1,4,2,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,Canceled,2017-06-08 +Resort Hotel,1,302,2017,May,20,14,2,5,2,0.0,0,HB,IRL,Online TA,TA/TO,0,0,0,E,E,2,No Deposit,240.0,,0,Transient,109.8,0,1,Canceled,2016-08-03 +City Hotel,0,103,2016,August,33,11,0,3,3,0.0,0,HB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,211.8,0,1,Check-Out,2016-08-14 +City Hotel,1,325,2015,September,37,7,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,0,326,2017,June,25,23,3,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,40.0,,0,Contract,102.2,0,2,Check-Out,2017-07-03 +Resort Hotel,0,227,2016,July,29,10,3,5,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,96.0,,0,Transient,131.6,0,1,Check-Out,2016-07-18 +Resort Hotel,1,277,2016,June,25,12,2,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,Canceled,2016-03-29 +City Hotel,1,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0,Canceled,2017-01-24 +City Hotel,0,71,2016,September,39,19,1,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,149.4,0,2,Check-Out,2016-09-23 +City Hotel,0,18,2016,February,7,11,0,3,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,111.0,0,1,Check-Out,2016-02-14 +Resort Hotel,0,32,2016,April,18,25,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,65.0,0,1,Check-Out,2016-04-28 +City Hotel,1,50,2017,July,28,10,1,2,2,1.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,Canceled,2017-06-27 +Resort Hotel,0,2,2016,October,45,30,2,0,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,6.0,1,0,Check-Out,2016-11-01 +City Hotel,1,33,2016,July,30,19,0,2,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,134.1,0,0,Canceled,2016-07-15 +Resort Hotel,1,31,2015,November,45,2,5,11,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,281.0,,0,Transient-Party,40.0,0,0,Canceled,2015-10-10 +City Hotel,1,100,2015,October,44,31,1,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,Canceled,2015-10-06 +City Hotel,0,96,2016,April,15,8,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,88.83,0,1,Check-Out,2016-04-12 +Resort Hotel,1,89,2017,April,17,29,2,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,78.33,0,0,Canceled,2017-02-05 +Resort Hotel,0,13,2015,October,42,11,2,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,36.0,,0,Transient,58.24,0,0,Check-Out,2015-10-16 +City Hotel,0,56,2017,August,33,13,1,0,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,1,Check-Out,2017-08-14 +City Hotel,0,56,2016,May,23,30,1,1,1,0.0,0,BB,BEL,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,120.0,0,0,Check-Out,2016-06-01 +Resort Hotel,0,3,2015,November,48,22,2,5,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,242.0,,0,Transient,49.3,0,1,Check-Out,2015-11-29 +City Hotel,1,35,2017,May,19,10,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,39.0,,0,Transient-Party,130.0,0,0,Canceled,2017-05-03 +City Hotel,1,54,2016,February,10,28,2,2,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,148.33,0,0,Canceled,2016-02-06 +Resort Hotel,0,6,2016,September,36,2,1,2,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,162.0,1,2,Check-Out,2016-09-05 +City Hotel,0,87,2016,June,27,26,2,1,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,102.3,0,1,Check-Out,2016-06-29 +City Hotel,1,12,2016,July,30,20,0,1,1,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,0,Canceled,2016-07-13 +City Hotel,0,74,2017,July,27,8,2,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,Check-Out,2017-07-11 +City Hotel,0,88,2017,June,23,5,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,83.0,,0,Transient,122.4,0,0,Check-Out,2017-06-09 +Resort Hotel,0,7,2017,March,11,16,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,1,A,A,0,No Deposit,126.0,,0,Transient,48.0,0,0,Check-Out,2017-03-17 +Resort Hotel,1,46,2016,March,11,11,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,375.0,,0,Transient-Party,25.0,0,0,Canceled,2016-03-02 +Resort Hotel,1,172,2016,December,53,26,2,5,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,52.46,0,1,Canceled,2016-10-09 +Resort Hotel,1,6,2016,May,23,29,0,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,C,I,0,No Deposit,250.0,,0,Transient,0.0,0,0,Canceled,2016-05-29 +City Hotel,0,33,2016,July,27,1,0,1,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,9.0,,0,Transient,152.1,0,2,Check-Out,2016-07-02 +City Hotel,0,6,2016,February,8,14,3,5,1,0.0,0,BB,JPN,Direct,Direct,0,0,0,D,D,3,No Deposit,,,0,Transient,102.55,0,0,Check-Out,2016-02-22 +Resort Hotel,1,288,2017,June,25,24,2,5,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,240.0,,0,Transient,156.0,0,1,Canceled,2016-09-20 +City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2016-04-04 +City Hotel,1,294,2015,August,32,7,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-02 +City Hotel,1,31,2017,March,9,3,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,118.0,0,0,Canceled,2017-02-05 +City Hotel,0,86,2016,April,15,6,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,99.3,0,1,Check-Out,2016-04-09 +City Hotel,0,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,Check-Out,2016-08-20 +Resort Hotel,0,5,2017,July,30,25,1,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,228.33,0,0,Check-Out,2017-07-31 +City Hotel,1,107,2016,April,16,14,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,102.3,0,1,Canceled,2016-03-08 +City Hotel,0,6,2015,October,40,2,2,3,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Group,176.4,0,0,Check-Out,2015-10-07 +Resort Hotel,0,5,2017,February,6,10,0,2,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,D,1,No Deposit,250.0,,0,Transient,80.0,0,1,Check-Out,2017-02-12 +City Hotel,0,10,2016,August,34,15,1,0,2,2.0,1,BB,PRT,Direct,Direct,0,0,0,G,G,0,No Deposit,,,0,Transient,276.0,0,2,Check-Out,2016-08-16 +Resort Hotel,0,1,2017,January,2,13,0,1,2,2.0,0,SC,PRT,Online TA,TA/TO,0,0,0,C,I,1,No Deposit,196.0,,0,Transient,0.0,0,0,Check-Out,2017-01-14 +Resort Hotel,0,7,2017,March,9,2,1,3,2,0.0,0,BB,BEL,Groups,Corporate,0,0,0,A,A,0,No Deposit,,223.0,0,Transient-Party,37.0,0,0,Check-Out,2017-03-06 +City Hotel,0,198,2016,May,21,20,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,98,Transient-Party,65.0,0,0,Check-Out,2016-05-21 +City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,Canceled,2016-02-10 +City Hotel,1,465,2017,July,30,26,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0,Canceled,2017-07-18 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,Canceled,2016-01-06 +City Hotel,0,15,2016,January,5,26,0,1,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,91.0,,0,Transient,80.0,0,0,Check-Out,2016-01-27 +City Hotel,0,135,2017,February,8,25,2,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Check-Out,2017-02-28 +City Hotel,1,42,2015,December,53,28,1,2,2,1.0,0,SC,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Contract,110.8,0,3,Canceled,2015-11-18 +Resort Hotel,0,120,2015,October,43,24,4,6,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,34.56,0,0,Check-Out,2015-11-03 +City Hotel,1,105,2017,May,20,19,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,Canceled,2017-02-03 +Resort Hotel,0,0,2017,March,9,1,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,60.0,1,0,Check-Out,2017-03-02 +Resort Hotel,0,113,2015,October,43,18,2,4,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,35.0,0,1,Check-Out,2015-10-24 +City Hotel,1,134,2017,February,8,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,30.0,,0,Transient-Party,75.0,0,0,No-Show,2017-02-25 +City Hotel,0,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,Check-Out,2016-04-07 +City Hotel,0,175,2016,July,30,23,1,1,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,85.5,0,1,Check-Out,2016-07-25 +City Hotel,0,41,2016,November,45,2,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-11-05 +City Hotel,1,18,2016,January,3,14,4,10,1,0.0,0,BB,AGO,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,75.5,0,0,No-Show,2016-01-14 +City Hotel,1,30,2015,September,40,30,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,121.0,0,0,Canceled,2015-09-15 +City Hotel,0,27,2016,October,42,12,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,40.0,0,Transient,65.0,0,0,Check-Out,2016-10-13 +City Hotel,0,29,2015,November,45,6,1,2,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,2,Check-Out,2015-11-09 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,Canceled,2016-01-06 +City Hotel,1,412,2016,August,35,25,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +City Hotel,0,10,2017,August,32,11,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,189.0,0,0,Check-Out,2017-08-12 +City Hotel,0,3,2016,October,45,31,1,1,1,0.0,0,BB,SWE,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,140.0,0,1,Check-Out,2016-11-02 +Resort Hotel,1,92,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,134.0,,0,Transient,79.0,0,0,Canceled,2015-12-10 +City Hotel,1,19,2017,July,28,15,2,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.67,0,0,Canceled,2017-06-27 +Resort Hotel,0,131,2017,January,2,8,8,20,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,314.0,,0,Transient,54.35,0,0,Check-Out,2017-02-05 +Resort Hotel,1,95,2017,February,6,6,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,62.0,0,0,Canceled,2016-11-03 +Resort Hotel,0,136,2017,May,22,31,1,4,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,E,F,0,No Deposit,250.0,,0,Transient,121.5,0,0,Check-Out,2017-06-05 +City Hotel,1,177,2016,August,33,12,1,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,127.8,0,1,Canceled,2016-03-07 +Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,Canceled,2015-12-17 +City Hotel,1,219,2016,September,40,30,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,120.0,0,0,Canceled,2016-03-15 +City Hotel,0,192,2017,March,9,2,0,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,2,Check-Out,2017-03-05 +Resort Hotel,1,70,2017,February,8,22,0,4,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,405.0,0,Transient-Party,42.0,0,0,Canceled,2016-12-14 +Resort Hotel,0,63,2015,August,34,20,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,163.5,0,2,Check-Out,2015-08-24 +City Hotel,0,62,2016,November,46,6,2,2,1,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.63,0,1,Check-Out,2016-11-10 +City Hotel,1,2,2015,October,41,6,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,1,0,E,E,2,No Deposit,,,0,Transient,165.0,0,0,Canceled,2015-10-05 +Resort Hotel,0,0,2016,April,15,4,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,56.0,0,1,Check-Out,2016-04-05 +City Hotel,1,100,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,108.0,0,0,Canceled,2015-09-28 +City Hotel,0,1,2016,April,16,15,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,73.92,0,1,Check-Out,2016-04-16 +Resort Hotel,0,234,2016,September,37,9,2,3,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,119.34,0,1,Check-Out,2016-09-14 +City Hotel,0,14,2015,October,41,5,1,0,1,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,120.0,0,1,Check-Out,2015-10-06 +City Hotel,0,18,2017,January,4,22,2,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,83.3,0,0,Check-Out,2017-01-29 +City Hotel,1,152,2016,June,26,19,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,108.12,0,0,Canceled,2016-03-21 +City Hotel,0,41,2017,March,11,13,1,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,125.8,0,2,Check-Out,2017-03-17 +City Hotel,1,247,2016,October,44,28,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,110.0,0,0,Canceled,2016-03-15 +City Hotel,1,161,2016,August,35,25,0,2,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,109.8,0,1,Canceled,2016-06-15 +Resort Hotel,0,159,2017,June,24,15,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,110.0,0,1,Check-Out,2017-06-22 +City Hotel,0,174,2017,July,26,1,2,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,147.9,0,0,Check-Out,2017-07-06 +Resort Hotel,0,69,2017,August,33,16,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,Check-Out,2017-08-22 +Resort Hotel,1,9,2016,March,13,20,2,0,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,68.0,0,0,Canceled,2016-03-14 +Resort Hotel,1,192,2017,June,24,11,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,88.0,0,0,Canceled,2016-12-02 +City Hotel,0,5,2016,April,16,12,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,0,No Deposit,,221.0,0,Transient,104.0,0,3,Check-Out,2016-04-15 +City Hotel,0,35,2017,February,6,9,2,5,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,71.0,0,0,Check-Out,2017-02-16 +City Hotel,1,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +City Hotel,0,25,2016,April,17,17,2,2,2,1.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.5,0,0,Check-Out,2016-04-21 +City Hotel,0,157,2016,December,50,8,0,3,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,83.0,,0,Transient-Party,92.65,0,0,Check-Out,2016-12-11 +City Hotel,0,69,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,Check-Out,2015-10-28 +Resort Hotel,0,15,2016,August,32,2,0,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,219.0,0,1,Check-Out,2016-08-07 +Resort Hotel,0,211,2017,April,14,6,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,76.64,0,1,Check-Out,2017-04-13 +City Hotel,0,59,2016,November,47,18,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-11-22 +City Hotel,0,5,2015,September,37,7,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,75.24,0,0,Check-Out,2015-09-09 +City Hotel,1,184,2016,October,41,4,0,3,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,101.05,0,0,Canceled,2016-04-09 +Resort Hotel,0,2,2016,January,4,23,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient-Party,29.0,0,1,Check-Out,2016-01-24 +City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,Canceled,2016-01-06 +Resort Hotel,0,13,2017,June,23,7,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,154.0,0,Transient,75.0,0,0,Check-Out,2017-06-09 +City Hotel,0,26,2016,January,5,30,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,91.0,0,1,Check-Out,2016-02-01 +City Hotel,0,0,2016,February,9,26,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2016-02-28 +City Hotel,0,147,2017,August,35,28,1,5,2,0.0,0,BB,USA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,117.0,0,1,Check-Out,2017-09-03 +Resort Hotel,0,4,2017,January,2,14,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,55.0,1,2,Check-Out,2017-01-15 +City Hotel,0,4,2017,May,22,29,1,1,1,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,94.0,0,0,Check-Out,2017-05-31 +Resort Hotel,1,19,2016,September,40,25,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,89.0,0,1,Canceled,2016-09-08 +City Hotel,1,302,2015,August,33,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 +Resort Hotel,0,183,2015,December,50,8,8,20,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,44.5,0,1,Check-Out,2016-01-05 +City Hotel,0,64,2016,March,12,19,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,159.6,0,2,Check-Out,2016-03-21 +Resort Hotel,1,221,2017,April,18,30,2,5,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,82.0,0,0,Canceled,2016-10-07 +City Hotel,0,7,2017,August,32,9,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,Check-Out,2017-08-10 +City Hotel,0,68,2017,May,20,17,0,4,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,0,Check-Out,2017-05-21 +City Hotel,0,247,2016,June,24,6,1,1,1,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,F,1,No Deposit,6.0,,0,Transient-Party,90.0,0,0,Check-Out,2016-06-08 +Resort Hotel,1,17,2017,February,8,24,2,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,54.72,0,0,Canceled,2017-02-07 +City Hotel,0,46,2015,August,34,17,1,1,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,1,Check-Out,2015-08-19 +Resort Hotel,0,25,2016,July,28,3,1,0,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,131.0,1,1,Check-Out,2016-07-04 +City Hotel,0,40,2016,September,38,13,0,5,3,0.0,0,BB,CZE,Groups,TA/TO,0,0,0,A,A,4,No Deposit,86.0,,0,Transient-Party,163.0,0,0,Check-Out,2016-09-18 +City Hotel,0,7,2017,February,9,26,2,3,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,Check-Out,2017-03-03 +City Hotel,1,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,0,6,2016,January,5,26,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,39.0,0,0,Check-Out,2016-01-27 +Resort Hotel,0,18,2016,December,49,2,0,2,2,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,D,D,0,No Deposit,253.0,,0,Transient-Party,51.8,0,1,Check-Out,2016-12-04 +Resort Hotel,0,364,2016,October,42,12,0,4,1,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,60.0,0,0,Check-Out,2016-10-16 +City Hotel,0,96,2017,June,25,19,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,2,Check-Out,2017-06-22 +City Hotel,1,0,2017,May,20,18,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,1,No-Show,2017-05-18 +City Hotel,0,4,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,Check-Out,2016-02-20 +City Hotel,0,56,2015,September,38,17,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,20.0,,0,Transient-Party,82.0,0,0,Check-Out,2015-09-19 +City Hotel,0,1,2017,January,2,14,1,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1,Check-Out,2017-01-16 +City Hotel,1,103,2016,June,25,14,0,2,2,0.0,0,SC,CPV,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,116.1,0,0,No-Show,2016-06-14 +City Hotel,1,119,2017,May,19,11,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,148.8,0,1,Canceled,2017-04-13 +City Hotel,0,162,2017,June,22,3,2,1,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,89.1,0,0,Check-Out,2017-06-06 +Resort Hotel,1,184,2017,August,34,26,2,5,2,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,173.0,0,0,Canceled,2017-03-07 +City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01 +Resort Hotel,0,0,2016,January,4,18,1,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,330.0,,0,Transient-Party,43.0,0,0,Check-Out,2016-01-19 +Resort Hotel,0,35,2016,May,19,2,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,242.0,,0,Transient,105.0,0,0,Check-Out,2016-05-05 +Resort Hotel,0,136,2016,March,13,24,1,3,2,0.0,0,SC,ESP,Offline TA/TO,TA/TO,0,0,0,A,I,1,No Deposit,387.0,,0,Transient-Party,0.0,0,0,Check-Out,2016-03-28 +Resort Hotel,0,82,2017,May,19,8,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,58.52,0,1,Check-Out,2017-05-10 +City Hotel,1,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,Canceled,2016-04-27 +City Hotel,0,462,2017,July,26,1,2,2,2,0.0,0,BB,AUS,Groups,TA/TO,0,0,0,A,A,1,No Deposit,229.0,,0,Transient-Party,107.0,0,1,Check-Out,2017-07-05 +Resort Hotel,0,142,2017,April,15,9,2,4,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,84.49,0,2,Check-Out,2017-04-15 +Resort Hotel,0,221,2015,October,41,10,1,1,1,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,208.0,,0,Transient-Party,64.0,0,0,Check-Out,2015-10-12 +Resort Hotel,0,45,2017,March,12,23,2,5,2,0.0,0,Undefined,FRA,Offline TA/TO,TA/TO,0,0,0,C,C,0,No Deposit,464.0,,0,Transient-Party,66.0,0,1,Check-Out,2017-03-30 +City Hotel,0,17,2015,August,35,29,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient-Party,90.0,0,1,Check-Out,2015-08-30 +Resort Hotel,0,17,2016,November,45,5,2,1,2,0.0,0,BB,LVA,Online TA,TA/TO,0,0,0,A,C,1,No Deposit,314.0,,0,Transient,43.2,0,0,Check-Out,2016-11-08 +Resort Hotel,0,9,2016,August,35,24,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,229.0,0,1,Check-Out,2016-08-25 +Resort Hotel,0,166,2017,April,15,10,3,10,2,0.0,0,BB,DEU,Direct,Direct,1,0,1,E,E,0,No Deposit,,,0,Transient,62.1,0,4,Check-Out,2017-04-23 +City Hotel,0,448,2017,June,24,17,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,0.0,0,0,Check-Out,2017-06-20 +Resort Hotel,0,0,2016,October,41,5,0,1,3,0.0,0,BB,ESP,Direct,Direct,1,0,0,D,D,0,No Deposit,,,0,Transient,141.0,1,0,Check-Out,2016-10-06 +Resort Hotel,0,45,2016,November,48,25,0,2,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,67.8,0,2,Check-Out,2016-11-27 +City Hotel,0,5,2015,August,33,15,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,122.0,0,1,Check-Out,2015-08-17 +City Hotel,0,15,2015,October,43,20,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,E,0,No Deposit,14.0,,0,Transient,109.0,0,0,Check-Out,2015-10-23 +Resort Hotel,0,27,2017,February,9,28,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,56.0,0,2,Check-Out,2017-03-01 +Resort Hotel,0,20,2016,July,29,11,2,5,2,0.0,0,BB,EST,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,164.71,0,1,Check-Out,2016-07-18 +City Hotel,1,155,2017,August,35,31,0,3,2,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,1,Canceled,2017-04-04 +City Hotel,1,265,2015,July,28,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,Canceled,2014-10-17 +Resort Hotel,0,171,2016,September,36,1,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,132.6,1,0,Check-Out,2016-09-04 +City Hotel,0,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Check-Out,2015-08-16 +Resort Hotel,0,16,2016,July,30,23,2,6,3,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,215.0,0,2,Check-Out,2016-07-31 +Resort Hotel,0,203,2016,June,26,23,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,143.0,,0,Transient,51.85,0,2,Check-Out,2016-06-30 +Resort Hotel,1,79,2016,October,44,26,2,6,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,58.05,0,3,Canceled,2016-08-30 +Resort Hotel,0,21,2016,April,17,22,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,74.37,0,1,Check-Out,2016-04-25 +Resort Hotel,0,164,2016,June,25,17,2,5,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,E,E,0,No Deposit,250.0,,0,Transient,94.89,0,2,Check-Out,2016-06-24 +City Hotel,0,13,2017,February,7,13,1,1,1,0.0,0,BB,FRA,Direct,Direct,1,0,2,A,A,1,No Deposit,,91.0,0,Transient,80.0,0,2,Check-Out,2017-02-15 +Resort Hotel,0,71,2015,December,51,15,0,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,I,1,No Deposit,240.0,,0,Transient,0.0,0,0,Check-Out,2015-12-15 +City Hotel,0,119,2016,October,44,24,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,7.0,,0,Transient,81.47,0,1,Check-Out,2016-10-28 +City Hotel,1,68,2017,April,16,18,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,Canceled,2017-04-01 +Resort Hotel,1,112,2017,August,35,28,1,5,3,0.0,0,HB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,250.0,0,2,Canceled,2017-05-09 +City Hotel,0,23,2016,April,17,19,0,2,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,129.0,0,1,Check-Out,2016-04-21 +City Hotel,1,605,2016,October,43,17,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2016-09-20 +City Hotel,0,3,2016,June,27,27,1,0,1,0.0,0,SC,ESP,Offline TA/TO,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,124.0,0,0,Check-Out,2016-06-28 +City Hotel,1,74,2017,July,30,23,4,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.56,0,1,Canceled,2017-05-28 +City Hotel,1,288,2015,October,42,16,0,2,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,1,Non Refund,6.0,,0,Transient-Party,80.0,0,0,Canceled,2015-07-06 +Resort Hotel,1,40,2017,February,9,26,2,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,40.0,0,0,Canceled,2017-01-18 +City Hotel,0,142,2017,June,25,19,1,1,2,0.0,0,SC,HRV,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,Check-Out,2017-06-21 +City Hotel,0,56,2016,May,20,13,1,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.1,0,1,Check-Out,2016-05-16 +City Hotel,1,109,2017,April,17,26,2,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.86,0,0,Canceled,2017-04-24 +City Hotel,0,2,2016,January,2,3,2,0,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.6,1,0,Check-Out,2016-01-05 +City Hotel,1,144,2017,April,14,7,1,2,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,Canceled,2016-11-21 +City Hotel,0,110,2016,May,21,17,2,7,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,27.0,,0,Transient,85.75,0,0,Check-Out,2016-05-26 +Resort Hotel,0,4,2017,January,5,30,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,34.0,0,Transient,38.5,1,0,Check-Out,2017-01-31 +City Hotel,1,178,2017,June,23,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,130.0,0,0,Canceled,2016-12-13 +City Hotel,0,6,2016,August,33,7,2,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1,Check-Out,2016-08-11 +Resort Hotel,0,24,2016,January,5,28,2,5,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient,25.0,0,0,Check-Out,2016-02-04 +City Hotel,0,1,2016,October,41,7,0,2,1,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,133.98,0,1,Check-Out,2016-10-09 +City Hotel,1,161,2017,May,18,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,0,Transient,120.0,0,0,Canceled,2016-11-25 +City Hotel,0,98,2017,April,15,14,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,90.1,0,0,Check-Out,2017-04-17 +City Hotel,0,137,2016,June,27,26,2,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,112.0,0,0,Check-Out,2016-07-01 +City Hotel,0,0,2015,November,46,11,0,0,0,0.0,0,SC,PRT,Direct,Direct,1,0,0,D,D,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2015-11-11 +City Hotel,0,30,2016,November,49,30,0,2,3,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,22.0,,0,Transient,98.1,0,0,Check-Out,2016-12-02 +City Hotel,0,140,2015,November,47,18,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,29.0,,87,Transient-Party,65.0,0,0,Check-Out,2015-11-21 +City Hotel,1,30,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,235.0,,0,Transient,140.0,0,0,Canceled,2016-05-03 +City Hotel,1,180,2016,October,40,1,2,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.9,0,0,Canceled,2016-08-31 +City Hotel,1,99,2016,September,37,5,1,4,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,0,Canceled,2016-06-20 +City Hotel,1,34,2015,December,50,8,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,0,Transient,90.0,0,0,Canceled,2015-11-17 +Resort Hotel,1,85,2016,April,15,7,0,3,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,67.0,,0,Transient-Party,64.0,0,0,Canceled,2016-01-18 +Resort Hotel,0,3,2016,February,6,1,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,43.0,0,Transient,30.0,0,0,Check-Out,2016-02-03 +City Hotel,0,0,2016,August,33,7,1,0,3,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,D,2,No Deposit,9.0,,0,Transient,98.0,0,1,Check-Out,2016-08-08 +City Hotel,0,73,2015,November,48,24,0,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,27,Transient-Party,85.67,0,0,Check-Out,2015-11-27 +City Hotel,1,19,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-22 +City Hotel,1,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,Canceled,2016-04-27 +Resort Hotel,0,1,2016,August,34,16,0,1,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,209.0,0,1,Check-Out,2016-08-17 +City Hotel,0,113,2016,July,28,5,1,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,7.0,,0,Transient,92.94,0,1,Check-Out,2016-07-11 +City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-01-30 +Resort Hotel,1,90,2016,December,52,23,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,Canceled,2016-10-18 +City Hotel,0,71,2016,May,19,7,2,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,132.6,0,0,Check-Out,2016-05-13 +City Hotel,1,67,2015,October,43,21,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,89.25,0,0,Canceled,2015-09-24 +Resort Hotel,0,61,2016,October,41,3,3,8,2,0.0,0,BB,IRL,Direct,Direct,1,0,1,D,D,0,No Deposit,,,0,Transient,10.0,0,0,Check-Out,2016-10-14 +Resort Hotel,1,135,2016,December,53,30,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,73.5,0,0,Canceled,2016-09-20 +Resort Hotel,0,160,2017,March,11,18,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,55.8,0,3,Check-Out,2017-03-25 +City Hotel,0,56,2016,March,13,20,2,2,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient-Party,119.75,1,1,Check-Out,2016-03-24 +Resort Hotel,0,29,2015,August,32,8,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,186.9,0,1,Check-Out,2015-08-14 +City Hotel,1,39,2017,February,7,12,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0,Canceled,2017-01-04 +Resort Hotel,1,36,2015,August,32,4,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,221.0,0,0,Canceled,2015-07-29 +City Hotel,0,81,2016,September,36,3,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,2,Check-Out,2016-09-06 +Resort Hotel,0,49,2015,December,52,23,0,0,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,242.0,,0,Transient,0.0,0,0,Check-Out,2015-12-23 +Resort Hotel,0,1,2016,April,15,5,0,2,1,0.0,0,BB,UKR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,75.0,0,1,Check-Out,2016-04-07 +Resort Hotel,0,1,2017,May,21,27,2,5,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,75.43,0,1,Check-Out,2017-06-03 +City Hotel,0,5,2017,May,22,29,1,0,1,0.0,0,BB,PRT,Complementary,Direct,1,4,12,D,A,0,No Deposit,,45.0,0,Transient,0.0,0,3,Check-Out,2017-05-30 +City Hotel,0,38,2015,October,43,20,0,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,0,Check-Out,2015-10-25 +City Hotel,0,57,2016,June,24,10,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,90.67,0,1,Check-Out,2016-06-13 +City Hotel,0,16,2017,March,12,23,0,2,1,0.0,0,BB,FIN,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,108.0,0,0,Check-Out,2017-03-25 +City Hotel,0,209,2017,August,34,22,0,3,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,1,1,Check-Out,2017-08-25 +City Hotel,0,18,2015,July,29,18,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,75.0,0,0,Check-Out,2015-07-20 +City Hotel,0,1,2017,August,32,11,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,75.0,0,3,Check-Out,2017-08-12 +City Hotel,1,33,2016,April,18,30,1,1,3,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,210.6,0,0,Canceled,2016-04-06 +City Hotel,1,59,2016,April,16,15,0,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,127.8,0,0,Canceled,2016-04-04 +City Hotel,0,1,2016,July,31,30,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,,,0,Transient,177.0,1,0,Check-Out,2016-07-31 +City Hotel,1,36,2016,March,11,8,2,5,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.1,0,0,Canceled,2016-02-02 +City Hotel,1,29,2016,October,42,15,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,154.5,0,1,Canceled,2016-09-16 +City Hotel,0,14,2015,December,49,2,0,1,1,0.0,0,BB,ESP,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,91.0,0,Transient,79.0,0,0,Check-Out,2015-12-03 +City Hotel,1,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0,Canceled,2017-01-24 +City Hotel,1,454,2016,October,41,6,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21 +Resort Hotel,0,0,2017,January,3,18,0,1,1,0.0,0,BB,PRT,Direct,Direct,1,0,0,A,A,1,No Deposit,,,0,Transient,57.0,1,0,Check-Out,2017-01-19 +City Hotel,1,72,2016,March,12,16,0,1,2,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,67.5,0,0,Canceled,2016-01-04 +City Hotel,0,4,2016,January,3,10,1,0,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,82.0,0,0,Check-Out,2016-01-11 +City Hotel,0,227,2017,June,22,1,0,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.5,0,2,Check-Out,2017-06-04 +Resort Hotel,1,252,2017,July,29,17,1,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,192.0,0,0,Canceled,2016-11-08 +City Hotel,0,41,2016,November,47,18,0,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,140.0,0,1,Check-Out,2016-11-20 +Resort Hotel,0,5,2016,January,2,4,1,3,2,0.0,0,HB,PRT,Groups,Corporate,0,0,0,A,A,0,No Deposit,,174.0,0,Transient-Party,68.0,0,0,Check-Out,2016-01-08 +Resort Hotel,0,27,2015,December,52,24,0,2,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,6.0,,0,Transient,50.0,0,0,Check-Out,2015-12-26 +Resort Hotel,1,55,2017,July,29,17,3,8,2,0.0,0,BB,RUS,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,260.0,0,0,Canceled,2017-05-29 +City Hotel,1,138,2016,August,34,16,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,121.2,0,1,Canceled,2016-08-04 +City Hotel,0,30,2016,September,39,24,1,1,2,0.0,0,BB,ZAF,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,143.55,0,0,Check-Out,2016-09-26 +City Hotel,1,309,2016,May,20,13,1,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,215,Transient-Party,101.0,0,0,Canceled,2016-02-09 +City Hotel,0,58,2016,November,47,16,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,Check-Out,2016-11-19 +City Hotel,0,2,2016,March,14,31,0,2,1,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,126.0,0,0,Check-Out,2016-04-02 +Resort Hotel,0,0,2016,June,23,4,2,3,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,F,G,1,No Deposit,242.0,,0,Transient,120.0,0,0,Check-Out,2016-06-09 +City Hotel,1,151,2016,January,4,19,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,19.0,,63,Transient-Party,80.0,0,0,Canceled,2015-11-14 +City Hotel,0,211,2017,August,34,24,0,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient,80.1,0,0,Check-Out,2017-08-27 +City Hotel,1,271,2015,July,29,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-06-29 +Resort Hotel,1,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0,Canceled,2015-12-11 +City Hotel,0,231,2017,August,34,21,1,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,166.5,0,1,Check-Out,2017-08-24 +Resort Hotel,0,221,2016,June,25,13,2,5,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,53.12,0,0,Check-Out,2016-06-20 +Resort Hotel,0,0,2016,October,44,25,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,47.0,0,Transient,48.0,0,0,Check-Out,2016-10-26 +City Hotel,1,264,2016,July,28,4,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Contract,95.4,0,1,No-Show,2016-07-04 +City Hotel,1,337,2015,September,38,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06 diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..d62964edfe0599a30703507372e4b39d3142ff8b --- /dev/null +++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test_current.csv @@ -0,0 +1,16 @@ +hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date +Resort Hotel,0,122,2016,August,35,23,1,5,3,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,H,H,2,No Deposit,240.0,,0,Transient,265.83,0,0,Check-Out,2016-08-29 +Resort Hotel,0,10,2016,December,53,31,0,1,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,180.0,0,0,Check-Out,2017-01-01 +City Hotel,0,340,2017,April,16,21,2,2,1,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,98.1,0,2,Check-Out,2017-04-25 +City Hotel,0,23,2017,January,2,8,2,3,2,1.0,0,HB,ITA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,168.0,1,1,Check-Out,2017-01-13 +City Hotel,0,11,2016,August,36,28,2,2,3,1.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,246.0,0,0,Check-Out,2016-09-01 +Resort Hotel,0,37,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,,,0,Transient,210.0,1,0,Check-Out,2016-07-30 +City Hotel,0,24,2017,July,27,6,0,1,2,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1,Check-Out,2017-07-07 +City Hotel,0,18,2016,February,7,11,0,3,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,111.0,0,1,Check-Out,2016-02-14 +City Hotel,0,33,2016,July,27,1,0,1,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,9.0,,0,Transient,152.1,0,2,Check-Out,2016-07-02 +City Hotel,0,10,2016,August,34,15,1,0,2,2.0,1,BB,PRT,Direct,Direct,0,0,0,G,G,0,No Deposit,,,0,Transient,276.0,0,2,Check-Out,2016-08-16 +Resort Hotel,0,1,2017,January,2,13,0,1,2,2.0,0,SC,PRT,Online TA,TA/TO,0,0,0,C,I,1,No Deposit,196.0,,0,Transient,0.0,0,0,Check-Out,2017-01-14 +City Hotel,0,25,2016,April,17,17,2,2,2,1.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.5,0,0,Check-Out,2016-04-21 +City Hotel,0,64,2016,March,12,19,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,159.6,0,2,Check-Out,2016-03-21 +City Hotel,0,5,2015,August,33,15,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,122.0,0,1,Check-Out,2015-08-17 +City Hotel,0,6,2016,August,33,7,2,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1,Check-Out,2016-08-11 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001_current.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001_current.json new file mode 100644 index 0000000000000000000000000000000000000000..4a9d5ac816fe125d3280f21518d753202ef35f36 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001_current.json @@ -0,0 +1,8043 @@ +{ + "id": "001", + "task_type": "B4", + "subtask_type": "list", + "perspective": "data_holder", + "dataset_name": "IBM HR Analytics Employee Attrition & Performance", + "table_path": "output/IBM HR Analytics Employee Attrition & Performance_B4/IBM HR Analytics Employee Attrition & Performance_B4_001/test.csv", + "query": "I've shared our historical employee records with you. From that archive, can you flag all new hires in the current batch who show patterns similar to those who previously decided to leave the company?", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": 34, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1480, + "Department": "Sales", + "DistanceFromHome": 4, + "Education": 3, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 1882, + "EnvironmentSatisfaction": 3, + "Gender": "Male", + "HourlyRate": 64, + "JobInvolvement": 3, + "JobLevel": 3, + "JobRole": "Sales Executive", + "JobSatisfaction": 4, + "MaritalStatus": "Married", + "MonthlyIncome": 9713, + "MonthlyRate": 24444, + "NumCompaniesWorked": 2, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 13, + "PerformanceRating": 3, + "RelationshipSatisfaction": 4, + "StandardHours": 80, + "StockOptionLevel": 3, + "TotalWorkingYears": 9, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 3, + "YearsAtCompany": 5, + "YearsInCurrentRole": 3, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "002", + "features": { + "Age": 36, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 188, + "Department": "Research & Development", + "DistanceFromHome": 7, + "Education": 4, + "EducationField": "Other", + "EmployeeCount": 1, + "EmployeeNumber": 949, + "EnvironmentSatisfaction": 2, + "Gender": "Male", + "HourlyRate": 65, + "JobInvolvement": 3, + "JobLevel": 1, + "JobRole": "Research Scientist", + "JobSatisfaction": 4, + "MaritalStatus": "Single", + "MonthlyIncome": 4678, + "MonthlyRate": 23293, + "NumCompaniesWorked": 2, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 18, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 8, + "TrainingTimesLastYear": 6, + "WorkLifeBalance": 3, + "YearsAtCompany": 6, + "YearsInCurrentRole": 2, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 1 + } + }, + { + "scenario_id": "003", + "features": { + "Age": 33, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 575, + "Department": "Research & Development", + "DistanceFromHome": 25, + "Education": 3, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 1545, + "EnvironmentSatisfaction": 4, + "Gender": "Male", + "HourlyRate": 44, + "JobInvolvement": 2, + "JobLevel": 2, + "JobRole": "Manufacturing Director", + "JobSatisfaction": 2, + "MaritalStatus": "Single", + "MonthlyIncome": 4320, + "MonthlyRate": 24152, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 13, + "PerformanceRating": 3, + "RelationshipSatisfaction": 4, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 5, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 3, + "YearsAtCompany": 5, + "YearsInCurrentRole": 3, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 2 + } + }, + { + "scenario_id": "004", + "features": { + "Age": 37, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 783, + "Department": "Research & Development", + "DistanceFromHome": 7, + "Education": 4, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 1885, + "EnvironmentSatisfaction": 4, + "Gender": "Male", + "HourlyRate": 78, + "JobInvolvement": 3, + "JobLevel": 2, + "JobRole": "Research Scientist", + "JobSatisfaction": 1, + "MaritalStatus": "Married", + "MonthlyIncome": 4284, + "MonthlyRate": 13588, + "NumCompaniesWorked": 5, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 22, + "PerformanceRating": 4, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 1, + "TotalWorkingYears": 16, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 3, + "YearsAtCompany": 5, + "YearsInCurrentRole": 3, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 4 + } + }, + { + "scenario_id": "005", + "features": { + "Age": 30, + "Attrition": "No", + "BusinessTravel": "Non-Travel", + "DailyRate": 1116, + "Department": "Research & Development", + "DistanceFromHome": 2, + "Education": 3, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 571, + "EnvironmentSatisfaction": 3, + "Gender": "Female", + "HourlyRate": 49, + "JobInvolvement": 3, + "JobLevel": 1, + "JobRole": "Laboratory Technician", + "JobSatisfaction": 4, + "MaritalStatus": "Single", + "MonthlyIncome": 2564, + "MonthlyRate": 7181, + "NumCompaniesWorked": 0, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 14, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 12, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 2, + "YearsAtCompany": 11, + "YearsInCurrentRole": 7, + "YearsSinceLastPromotion": 6, + "YearsWithCurrManager": 7 + } + }, + { + "scenario_id": "006", + "features": { + "Age": 40, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1137, + "Department": "Research & Development", + "DistanceFromHome": 1, + "Education": 4, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 1892, + "EnvironmentSatisfaction": 1, + "Gender": "Male", + "HourlyRate": 98, + "JobInvolvement": 3, + "JobLevel": 4, + "JobRole": "Manager", + "JobSatisfaction": 1, + "MaritalStatus": "Divorced", + "MonthlyIncome": 16823, + "MonthlyRate": 18991, + "NumCompaniesWorked": 2, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 11, + "PerformanceRating": 3, + "RelationshipSatisfaction": 1, + "StandardHours": 80, + "StockOptionLevel": 1, + "TotalWorkingYears": 22, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 3, + "YearsAtCompany": 19, + "YearsInCurrentRole": 7, + "YearsSinceLastPromotion": 11, + "YearsWithCurrManager": 16 + } + }, + { + "scenario_id": "007", + "features": { + "Age": 38, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1495, + "Department": "Research & Development", + "DistanceFromHome": 10, + "Education": 3, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 634, + "EnvironmentSatisfaction": 3, + "Gender": "Female", + "HourlyRate": 76, + "JobInvolvement": 3, + "JobLevel": 2, + "JobRole": "Healthcare Representative", + "JobSatisfaction": 3, + "MaritalStatus": "Married", + "MonthlyIncome": 9824, + "MonthlyRate": 22174, + "NumCompaniesWorked": 3, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 19, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 1, + "TotalWorkingYears": 18, + "TrainingTimesLastYear": 4, + "WorkLifeBalance": 3, + "YearsAtCompany": 1, + "YearsInCurrentRole": 0, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "008", + "features": { + "Age": 33, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 217, + "Department": "Sales", + "DistanceFromHome": 10, + "Education": 4, + "EducationField": "Marketing", + "EmployeeCount": 1, + "EmployeeNumber": 1924, + "EnvironmentSatisfaction": 2, + "Gender": "Male", + "HourlyRate": 43, + "JobInvolvement": 3, + "JobLevel": 2, + "JobRole": "Sales Executive", + "JobSatisfaction": 3, + "MaritalStatus": "Single", + "MonthlyIncome": 5487, + "MonthlyRate": 10410, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 14, + "PerformanceRating": 3, + "RelationshipSatisfaction": 2, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 10, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 2, + "YearsAtCompany": 10, + "YearsInCurrentRole": 4, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 9 + } + }, + { + "scenario_id": "009", + "features": { + "Age": 34, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 628, + "Department": "Research & Development", + "DistanceFromHome": 8, + "Education": 3, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 2068, + "EnvironmentSatisfaction": 2, + "Gender": "Male", + "HourlyRate": 82, + "JobInvolvement": 4, + "JobLevel": 2, + "JobRole": "Laboratory Technician", + "JobSatisfaction": 3, + "MaritalStatus": "Married", + "MonthlyIncome": 4404, + "MonthlyRate": 10228, + "NumCompaniesWorked": 2, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 12, + "PerformanceRating": 3, + "RelationshipSatisfaction": 1, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 6, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 4, + "YearsAtCompany": 4, + "YearsInCurrentRole": 3, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 2 + } + }, + { + "scenario_id": "010", + "features": { + "Age": 39, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 492, + "Department": "Research & Development", + "DistanceFromHome": 12, + "Education": 3, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 1654, + "EnvironmentSatisfaction": 4, + "Gender": "Male", + "HourlyRate": 66, + "JobInvolvement": 3, + "JobLevel": 2, + "JobRole": "Manufacturing Director", + "JobSatisfaction": 2, + "MaritalStatus": "Married", + "MonthlyIncome": 5295, + "MonthlyRate": 7693, + "NumCompaniesWorked": 4, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 21, + "PerformanceRating": 4, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 7, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 3, + "YearsAtCompany": 5, + "YearsInCurrentRole": 4, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "011", + "features": { + "Age": 33, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 832, + "Department": "Research & 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Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +25,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +47,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +30,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +30,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +45,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +50,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +30,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +30,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +43,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +35,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +31,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +40,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +25,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +29,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +27,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +35,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +54,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +27,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +32,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +22,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +36,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +35,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +54,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +45,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +27,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +39,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +27,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +56,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +31,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +57,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +26,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +37,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +54,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +51,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +41,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +32,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +40,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +41,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +32,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +21,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +27,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +38,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +40,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +38,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +25,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +29,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +29,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +42,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +50,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +37,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +35,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +30,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +44,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +33,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +37,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +32,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +40,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +53,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +29,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +37,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +39,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +35,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +25,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +23,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +47,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +36,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +32,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +34,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +35,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +36,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +28,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +47,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +42,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +50,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +53,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +33,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +44,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +34,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +35,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +21,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +44,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +49,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +26,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +30,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +28,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +27,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +33,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +39,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +49,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +28,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +31,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +46,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 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Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +60,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +38,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +37,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +44,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +51,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +36,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +30,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +35,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +45,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +27,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +56,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +30,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +34,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +37,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +37,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +59,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +30,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +47,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +31,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +29,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +31,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +31,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +36,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +27,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +33,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +25,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +37,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +40,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +36,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/history.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..31281bfa6152c8cfd4095398af1eb83e12d55b8b --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/history.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare 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+34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/info.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3814d2a4e68d15824feb4cdcfb4c7712acc9ca4e --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/info.json @@ -0,0 +1,210 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "Attrition": "Whether the employee left the company or not.", + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "Attrition": [ + "No", + "Yes" + ], + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/test.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..9642473d8267b35748e65a04fbfc2363e30728ea --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/test.csv @@ -0,0 +1,201 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/test_current.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..4424e569a512f1411a85f7be5860305f3f780064 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/test_current.csv @@ -0,0 +1,16 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/train.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..351ff63de0de4dcf8962edcdd6ded5efb55b30c7 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/train.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002_current.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002_current.json new file mode 100644 index 0000000000000000000000000000000000000000..920a9d0792e25f0125ecc374ba7f84eaac828f5a --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002_current.json @@ -0,0 +1,8043 @@ +{ + "id": "002", + "task_type": "B4", + "subtask_type": "list", + "perspective": "data_holder", + "dataset_name": "IBM HR Analytics Employee Attrition & Performance", + "table_path": "output/IBM HR Analytics Employee Attrition & Performance_B4/IBM HR Analytics Employee Attrition & Performance_B4_002/test.csv", + "query": "Looking at the trends in our past workforce data I provided, review this new group of employee profiles. List everyone whose profile characteristics align most closely with individuals who historically stayed with us long-term.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": 40, + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 299, + "Department": "Sales", + "DistanceFromHome": 25, + "Education": 4, + "EducationField": "Marketing", + "EmployeeCount": 1, + "EmployeeNumber": 1318, + "EnvironmentSatisfaction": 4, + "Gender": "Male", + "HourlyRate": 57, + "JobInvolvement": 2, + "JobLevel": 3, + "JobRole": "Sales Executive", + "JobSatisfaction": 2, + "MaritalStatus": "Single", + "MonthlyIncome": 9094, + "MonthlyRate": 17235, + "NumCompaniesWorked": 2, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 12, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 0, + 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Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +34,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +31,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +29,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +35,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +49,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +37,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +28,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +31,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +48,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +25,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +50,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +37,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +46,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +33,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +24,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +25,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +39,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +23,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +30,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +58,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +50,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +55,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +40,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +51,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +43,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +31,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +47,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +22,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +37,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +47,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +31,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +44,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +32,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +23,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +28,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +29,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +29,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +34,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +29,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +24,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +24,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +58,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +32,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +26,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +49,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +24,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +36,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +40,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +32,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +24,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +23,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +29,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +44,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +28,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +46,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +58,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +50,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +39,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +18,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +20,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +29,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +31,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +26,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +21,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +18,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +34,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +18,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +29,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +35,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +52,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +25,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +40,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +28,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +28,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +28,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +18,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +36,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +33,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +32,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +34,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +33,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +33,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +22,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +19,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +32,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +19,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +52,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +19,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 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Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +28,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +47,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +21,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +19,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +34,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +31,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare 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Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +46,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +29,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +37,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +31,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +39,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +31,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +34,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +58,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +39,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +53,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +56,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +35,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +34,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +47,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +20,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +20,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +29,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +28,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +26,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +53,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +55,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +31,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +21,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +22,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +44,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +26,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +33,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +27,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +31,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +51,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +30,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +35,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +28,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +36,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +31,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +35,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +29,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +35,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +33,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +50,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +28,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +29,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +44,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/history.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..b435ac10a8e91c0afafe7ec546e5ce60a6bc8bc5 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/history.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/info.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3814d2a4e68d15824feb4cdcfb4c7712acc9ca4e --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/info.json @@ -0,0 +1,210 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "Attrition": "Whether the employee left the company or not.", + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "Attrition": [ + "No", + "Yes" + ], + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/test.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..7a61bcd1ad503b654a9e45f879753e523a9080fd --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/test.csv @@ -0,0 +1,201 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/test_current.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..8a2af67278a88a4c8d30104e6850851d79daf52e --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/test_current.csv @@ -0,0 +1,16 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/train.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..7c647aa116dcca47a8ddce6cf327179b42f672a7 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/train.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003_current.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003_current.json new file mode 100644 index 0000000000000000000000000000000000000000..a199983dd03819813d6e684ae58c8c564ed24480 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003_current.json @@ -0,0 +1,8043 @@ +{ + "id": "003", + "task_type": "B4", + "subtask_type": "list", + "perspective": "data_holder", + "dataset_name": "IBM HR Analytics Employee Attrition & Performance", + "table_path": "output/IBM HR Analytics Employee Attrition & Performance_B4/IBM HR Analytics Employee Attrition & Performance_B4_003/test.csv", + "query": "Based on the history of staff turnover I'm sharing, scan the latest intake of employees. Identify all employees in the latest intake whose Attrition value is 'yes' based on historical patterns of voluntary departures.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": 22, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1256, + "Department": "Research & Development", + "DistanceFromHome": 19, + "Education": 1, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 217, + "EnvironmentSatisfaction": 3, + "Gender": "Male", + "HourlyRate": 80, + "JobInvolvement": 3, + "JobLevel": 1, + "JobRole": "Research Scientist", + "JobSatisfaction": 4, + "MaritalStatus": "Married", + "MonthlyIncome": 2323, + "MonthlyRate": 11992, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 24, + "PerformanceRating": 4, + "RelationshipSatisfaction": 1, + "StandardHours": 80, + "StockOptionLevel": 2, + "TotalWorkingYears": 2, + "TrainingTimesLastYear": 6, + "WorkLifeBalance": 3, + "YearsAtCompany": 2, + "YearsInCurrentRole": 2, + "YearsSinceLastPromotion": 2, + "YearsWithCurrManager": 2 + } + }, + { + "scenario_id": "002", + "features": { + "Age": 32, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1373, + "Department": "Research & Development", + "DistanceFromHome": 5, + "Education": 4, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 1966, + "EnvironmentSatisfaction": 4, + "Gender": "Male", + "HourlyRate": 56, + "JobInvolvement": 2, + "JobLevel": 2, + "JobRole": "Manufacturing Director", + "JobSatisfaction": 4, + "MaritalStatus": "Single", + "MonthlyIncome": 9679, + "MonthlyRate": 10138, + "NumCompaniesWorked": 8, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 24, + "PerformanceRating": 4, + "RelationshipSatisfaction": 2, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 8, + "TrainingTimesLastYear": 1, + "WorkLifeBalance": 3, + "YearsAtCompany": 1, + "YearsInCurrentRole": 0, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "003", + "features": { + "Age": 27, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1354, + "Department": "Research & Development", + "DistanceFromHome": 2, + "Education": 4, + "EducationField": "Technical Degree", + "EmployeeCount": 1, + "EmployeeNumber": 1931, + "EnvironmentSatisfaction": 2, + "Gender": "Male", + "HourlyRate": 41, + "JobInvolvement": 3, + "JobLevel": 1, + "JobRole": "Research Scientist", + "JobSatisfaction": 2, + "MaritalStatus": "Married", + "MonthlyIncome": 2226, + "MonthlyRate": 6073, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 11, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 1, + "TotalWorkingYears": 6, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 2, + "YearsAtCompany": 5, + "YearsInCurrentRole": 3, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 2 + } + }, + { + "scenario_id": "004", + "features": { + "Age": 32, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 529, + "Department": "Research & Development", + "DistanceFromHome": 2, + "Education": 3, + "EducationField": "Technical Degree", + "EmployeeCount": 1, + "EmployeeNumber": 2038, + "EnvironmentSatisfaction": 4, + "Gender": "Male", + "HourlyRate": 78, + "JobInvolvement": 3, + "JobLevel": 1, + "JobRole": "Research Scientist", + "JobSatisfaction": 1, + "MaritalStatus": "Single", + "MonthlyIncome": 2439, + "MonthlyRate": 11288, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 14, + "PerformanceRating": 3, + "RelationshipSatisfaction": 4, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 4, + "TrainingTimesLastYear": 4, + "WorkLifeBalance": 3, + "YearsAtCompany": 4, + "YearsInCurrentRole": 2, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 2 + } + }, + { + "scenario_id": "005", + "features": { + "Age": 30, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 202, + "Department": "Sales", + "DistanceFromHome": 2, + "Education": 1, + "EducationField": "Technical Degree", + "EmployeeCount": 1, + "EmployeeNumber": 508, + "EnvironmentSatisfaction": 3, + "Gender": "Male", + "HourlyRate": 72, + "JobInvolvement": 3, + "JobLevel": 1, + "JobRole": "Sales Representative", + "JobSatisfaction": 2, + "MaritalStatus": "Married", + "MonthlyIncome": 2476, + "MonthlyRate": 17434, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 18, + "PerformanceRating": 3, + "RelationshipSatisfaction": 1, + "StandardHours": 80, + "StockOptionLevel": 1, + "TotalWorkingYears": 1, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 3, + "YearsAtCompany": 1, + "YearsInCurrentRole": 0, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "006", + "features": { + "Age": 35, + "Attrition": "No", + "BusinessTravel": "Travel_Frequently", + "DailyRate": 138, + "Department": "Research & Development", + "DistanceFromHome": 2, + "Education": 3, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 269, + "EnvironmentSatisfaction": 2, + "Gender": "Female", + "HourlyRate": 37, + "JobInvolvement": 3, + "JobLevel": 2, + "JobRole": "Laboratory Technician", + "JobSatisfaction": 2, + "MaritalStatus": "Single", + "MonthlyIncome": 4425, + "MonthlyRate": 15986, + "NumCompaniesWorked": 5, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 11, + "PerformanceRating": 3, + "RelationshipSatisfaction": 4, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 10, + "TrainingTimesLastYear": 5, + "WorkLifeBalance": 3, + "YearsAtCompany": 6, + "YearsInCurrentRole": 2, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 2 + } + }, + { + "scenario_id": "007", + "features": { + "Age": 37, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 161, + "Department": "Research & Development", + "DistanceFromHome": 10, + "Education": 3, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 2017, + "EnvironmentSatisfaction": 3, + "Gender": "Female", + "HourlyRate": 42, + "JobInvolvement": 4, + "JobLevel": 3, + "JobRole": "Research Director", + "JobSatisfaction": 4, + "MaritalStatus": "Married", + "MonthlyIncome": 13744, + "MonthlyRate": 15471, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 25, + "PerformanceRating": 4, + "RelationshipSatisfaction": 1, + "StandardHours": 80, + "StockOptionLevel": 1, + "TotalWorkingYears": 16, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 3, + "YearsAtCompany": 16, + "YearsInCurrentRole": 11, + "YearsSinceLastPromotion": 6, + "YearsWithCurrManager": 8 + } + }, + { + "scenario_id": "008", + "features": { + "Age": 30, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 921, + "Department": "Research & Development", + "DistanceFromHome": 1, + "Education": 3, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 806, + "EnvironmentSatisfaction": 4, + "Gender": "Male", + "HourlyRate": 38, + "JobInvolvement": 1, + "JobLevel": 1, + "JobRole": "Laboratory Technician", + "JobSatisfaction": 3, + "MaritalStatus": "Married", + "MonthlyIncome": 3833, + "MonthlyRate": 24375, + "NumCompaniesWorked": 3, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 21, + "PerformanceRating": 4, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 2, + "TotalWorkingYears": 7, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 3, + "YearsAtCompany": 2, + "YearsInCurrentRole": 2, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 2 + } + }, + { + "scenario_id": "009", + "features": { + "Age": 36, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1223, + "Department": "Research & Development", + "DistanceFromHome": 8, + "Education": 3, + "EducationField": "Technical Degree", + "EmployeeCount": 1, + "EmployeeNumber": 83, + "EnvironmentSatisfaction": 3, + "Gender": "Female", + "HourlyRate": 59, + "JobInvolvement": 3, + "JobLevel": 3, + "JobRole": "Healthcare Representative", + "JobSatisfaction": 3, + "MaritalStatus": "Divorced", + "MonthlyIncome": 10096, + "MonthlyRate": 8202, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 13, + "PerformanceRating": 3, + "RelationshipSatisfaction": 2, + "StandardHours": 80, + "StockOptionLevel": 3, + "TotalWorkingYears": 17, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 3, + "YearsAtCompany": 17, + "YearsInCurrentRole": 14, + "YearsSinceLastPromotion": 12, + "YearsWithCurrManager": 8 + } + }, + { + "scenario_id": "010", + "features": { + "Age": 34, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1320, + "Department": "Research & Development", + "DistanceFromHome": 20, + "Education": 3, + "EducationField": "Technical Degree", + "EmployeeCount": 1, + "EmployeeNumber": 1265, + "EnvironmentSatisfaction": 3, + "Gender": "Female", + "HourlyRate": 89, + "JobInvolvement": 4, + "JobLevel": 1, + "JobRole": "Research Scientist", + "JobSatisfaction": 3, + "MaritalStatus": "Married", + "MonthlyIncome": 2585, + "MonthlyRate": 21643, + "NumCompaniesWorked": 0, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 17, + "PerformanceRating": 3, + "RelationshipSatisfaction": 4, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 2, + "TrainingTimesLastYear": 5, + "WorkLifeBalance": 2, + "YearsAtCompany": 1, + "YearsInCurrentRole": 0, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "011", + "features": { + "Age": 47, + "Attrition": 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Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +47,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +34,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +32,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +50,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +32,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +26,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +41,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +40,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +46,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +41,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +53,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +42,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +36,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +42,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +37,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +56,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +32,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +35,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +48,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +54,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +35,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +41,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +37,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +38,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +45,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +29,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +29,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +31,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +34,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +34,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +28,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +33,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +38,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +33,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +40,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +32,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +49,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +38,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +60,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +24,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +38,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +38,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +30,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +54,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +58,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +51,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +38,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +27,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +36,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +42,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +39,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +46,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +32,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +37,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +31,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +35,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +32,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +27,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +40,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +42,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +27,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +59,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +45,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +37,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +45,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +32,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +38,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +36,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +20,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +41,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +45,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +29,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +29,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +26,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +29,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +33,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +40,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +54,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +55,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +28,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +36,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +42,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +47,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +39,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +54,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +39,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +51,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +35,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +38,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +41,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +50,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +33,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +46,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +32,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +35,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +20,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +27,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +36,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +59,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +46,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +33,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +42,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +23,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +40,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +29,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +52,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +34,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +36,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +34,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +49,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +28,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +37,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +30,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +55,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +33,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +27,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +37,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +42,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +46,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +40,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +45,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +51,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +49,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +40,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +46,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +49,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +25,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +45,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +44,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +38,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +26,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +24,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +45,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +24,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +49,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +43,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +39,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +40,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +50,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +40,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +51,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +40,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +31,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +31,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +26,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +37,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +45,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +35,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +34,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +30,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +29,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +22,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +34,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +26,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +34,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +38,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +31,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +26,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +38,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +24,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +36,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +38,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +36,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +56,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +38,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +35,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +39,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +27,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +24,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +46,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +44,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +35,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +32,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +32,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +43,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +49,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +29,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +26,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +30,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +36,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +51,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/history.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..88362c4a7609d17691f6fc6ede06494d604b3aab --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/history.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/info.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3814d2a4e68d15824feb4cdcfb4c7712acc9ca4e --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/info.json @@ -0,0 +1,210 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "Attrition": "Whether the employee left the company or not.", + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "Attrition": [ + "No", + "Yes" + ], + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/info_mod.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..aa9deb1dc32fdcbc3924da4971c2687c02a0cad3 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/info_mod.json @@ -0,0 +1,317 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + }, + "columns": [ + "Age", + "Attrition", + "BusinessTravel", + "DailyRate", + "Department", + "DistanceFromHome", + "Education", + "EducationField", + "EmployeeCount", + "EmployeeNumber", + "EnvironmentSatisfaction", + "Gender", + "HourlyRate", + "JobInvolvement", + "JobLevel", + "JobRole", + "JobSatisfaction", + "MaritalStatus", + "MonthlyIncome", + "MonthlyRate", + "NumCompaniesWorked", + "Over18", + "OverTime", + "PercentSalaryHike", + "PerformanceRating", + "RelationshipSatisfaction", + "StandardHours", + "StockOptionLevel", + "TotalWorkingYears", + "TrainingTimesLastYear", + "WorkLifeBalance", + "YearsAtCompany", + "YearsInCurrentRole", + "YearsSinceLastPromotion", + "YearsWithCurrManager" + ], + "feature_columns": [ + "Age", + "BusinessTravel", + "DailyRate", + "Department", + "DistanceFromHome", + "Education", + "EducationField", + "EmployeeCount", + "EmployeeNumber", + "EnvironmentSatisfaction", + "Gender", + "HourlyRate", + "JobInvolvement", + "JobLevel", + "JobRole", + "JobSatisfaction", + "MaritalStatus", + "MonthlyIncome", + "MonthlyRate", + "NumCompaniesWorked", + "Over18", + "OverTime", + "PercentSalaryHike", + "PerformanceRating", + "RelationshipSatisfaction", + "StandardHours", + "StockOptionLevel", + "TotalWorkingYears", + "TrainingTimesLastYear", + "WorkLifeBalance", + "YearsAtCompany", + "YearsInCurrentRole", + "YearsSinceLastPromotion", + "YearsWithCurrManager" + ], + "feature_types": { + "Age": "numeric", + "BusinessTravel": "categorical", + "DailyRate": "numeric", + "Department": "categorical", + "DistanceFromHome": "numeric", + "Education": "numeric", + "EducationField": "categorical", + "EmployeeCount": "numeric", + "EmployeeNumber": "numeric", + "EnvironmentSatisfaction": "numeric", + "Gender": "categorical", + "HourlyRate": "numeric", + "JobInvolvement": "numeric", + "JobLevel": "numeric", + "JobRole": "categorical", + "JobSatisfaction": "numeric", + "MaritalStatus": "categorical", + "MonthlyIncome": "numeric", + "MonthlyRate": "numeric", + "NumCompaniesWorked": "numeric", + "Over18": "categorical", + "OverTime": "categorical", + "PercentSalaryHike": "numeric", + "PerformanceRating": "numeric", + "RelationshipSatisfaction": "numeric", + "StandardHours": "numeric", + "StockOptionLevel": "numeric", + "TotalWorkingYears": "numeric", + "TrainingTimesLastYear": "numeric", + "WorkLifeBalance": "numeric", + "YearsAtCompany": "numeric", + "YearsInCurrentRole": "numeric", + "YearsSinceLastPromotion": "numeric", + "YearsWithCurrManager": "numeric" + }, + "open_text_feature_intro": {}, + "open_text_features": [], + "missing_from_original_info": [] +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/train.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..6a25033f90e035649295ed2e84f5ba7ce23e0fa9 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/train.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & 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Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004_current.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004_current.json new file mode 100644 index 0000000000000000000000000000000000000000..9a3f987debc869b3586359f3f00d2c1823f41383 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004_current.json @@ -0,0 +1,8043 @@ +{ + "id": "004", + "task_type": "B4", + "subtask_type": "list", + "perspective": "data_holder", + "dataset_name": "IBM HR Analytics Employee Attrition & Performance", + "table_path": "output/IBM HR Analytics Employee Attrition & Performance_B4/IBM HR Analytics Employee Attrition & Performance_B4_004/test.csv", + "query": "I'm sending over our company's archive of past employee cases. Compare it against the new roster and filter for all individuals who resemble our most loyal and retained team members from history.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": 49, + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1184, + "Department": "Sales", + "DistanceFromHome": 11, + "Education": 3, + "EducationField": "Marketing", + "EmployeeCount": 1, + "EmployeeNumber": 840, + "EnvironmentSatisfaction": 3, + "Gender": "Female", + "HourlyRate": 43, + "JobInvolvement": 3, + "JobLevel": 3, + "JobRole": "Sales Executive", + "JobSatisfaction": 4, + "MaritalStatus": "Married", + "MonthlyIncome": 7654, + "MonthlyRate": 5860, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 18, + "PerformanceRating": 3, + "RelationshipSatisfaction": 1, + "StandardHours": 80, + "StockOptionLevel": 2, + 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"WorkLifeBalance": 3, + "YearsAtCompany": 0, + "YearsInCurrentRole": 0, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "003", + "features": { + "Age": 38, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 833, + "Department": "Research & Development", + "DistanceFromHome": 18, + "Education": 3, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 1766, + "EnvironmentSatisfaction": 2, + "Gender": "Male", + "HourlyRate": 60, + "JobInvolvement": 1, + "JobLevel": 2, + "JobRole": "Healthcare Representative", + "JobSatisfaction": 4, + "MaritalStatus": "Married", + "MonthlyIncome": 5811, + "MonthlyRate": 24539, + "NumCompaniesWorked": 3, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 16, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 1, + "TotalWorkingYears": 15, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 3, + "YearsAtCompany": 1, + "YearsInCurrentRole": 0, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "004", + "features": { + "Age": 46, + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 669, + "Department": "Sales", + "DistanceFromHome": 9, + "Education": 2, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 118, + "EnvironmentSatisfaction": 3, + "Gender": "Male", + "HourlyRate": 64, + "JobInvolvement": 2, + "JobLevel": 3, + "JobRole": "Sales Executive", + "JobSatisfaction": 4, + "MaritalStatus": "Single", + "MonthlyIncome": 9619, + "MonthlyRate": 13596, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 16, + "PerformanceRating": 3, + "RelationshipSatisfaction": 4, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 9, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 3, + "YearsAtCompany": 9, + "YearsInCurrentRole": 8, + "YearsSinceLastPromotion": 4, + 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Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +55,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +35,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +34,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +26,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +31,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +50,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +38,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +27,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +56,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +18,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +33,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +52,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +22,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +25,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +31,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +36,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +40,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +40,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +25,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +32,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +48,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +31,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +34,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +26,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +24,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +33,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +33,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +58,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +26,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +44,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +28,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +38,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +20,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +24,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +46,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +29,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +45,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +24,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +41,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +34,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +30,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +31,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +37,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +22,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +30,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +19,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +28,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +29,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +26,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +28,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +53,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +41,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +41,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +56,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +31,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +24,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +20,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +39,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +30,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +32,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +28,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +56,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +28,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +32,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +55,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +40,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +25,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +39,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +34,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +58,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +26,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +31,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +34,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +50,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +30,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +19,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +48,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +28,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +30,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +33,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +29,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +32,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +37,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +51,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +30,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +35,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +32,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +28,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +44,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +21,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +26,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +29,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +21,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +44,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +41,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +20,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +43,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +20,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +28,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +31,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +33,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +27,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +33,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +29,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +44,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +31,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +33,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +48,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +24,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +29,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +27,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +41,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +31,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +37,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +47,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/history.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..f134a75903ceeddf13d42b9d5eae0f816d58b619 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/history.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/info.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3814d2a4e68d15824feb4cdcfb4c7712acc9ca4e --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/info.json @@ -0,0 +1,210 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "Attrition": "Whether the employee left the company or not.", + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "Attrition": [ + "No", + "Yes" + ], + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/test.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..5604c52861536f1b41022bd0e4b59efe7ebebdce --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/test.csv @@ -0,0 +1,201 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/test_current.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..9745110b602c9a3991fc6ee1f9688bef6317532d --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/test_current.csv @@ -0,0 +1,16 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/train.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..2605d63b9f7640c290af1b2762e9541f5a992244 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/train.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005_current.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005_current.json new file mode 100644 index 0000000000000000000000000000000000000000..098d0057d1c5c265b9d145104cc29aa9ed06211d --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005_current.json @@ -0,0 +1,8041 @@ +{ + "id": "005", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "IBM HR Analytics Employee Attrition & Performance", + "table_path": "output/IBM HR Analytics Employee Attrition & Performance_B4/IBM HR Analytics Employee Attrition & Performance_B4_005/test.csv", + "query": "Our new batch of employees in the Sales department has just come in. By reviewing the historical attrition patterns I'm sharing with you, can you help me flag which of these new salespeople are most likely to be long-term stayers so we can fast-track them into our mentorship program?", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": 37, + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1373, + "Department": "Research & Development", + "DistanceFromHome": 2, + "Education": 2, + "EducationField": "Other", + "EmployeeCount": 1, + "EmployeeNumber": 4, + "EnvironmentSatisfaction": 4, + "Gender": "Male", + "HourlyRate": 92, + "JobInvolvement": 2, + "JobLevel": 1, + "JobRole": "Laboratory Technician", + "JobSatisfaction": 3, + "MaritalStatus": "Single", + "MonthlyIncome": 2090, + "MonthlyRate": 2396, + "NumCompaniesWorked": 6, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 15, + "PerformanceRating": 3, + "RelationshipSatisfaction": 2, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 7, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 3, + "YearsAtCompany": 0, + "YearsInCurrentRole": 0, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "002", + "features": { + "Age": 41, + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1085, + "Department": "Research & Development", + "DistanceFromHome": 2, + "Education": 4, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 927, + "EnvironmentSatisfaction": 2, + "Gender": "Female", + "HourlyRate": 57, + "JobInvolvement": 1, + "JobLevel": 1, + "JobRole": "Laboratory Technician", + "JobSatisfaction": 4, + "MaritalStatus": "Divorced", + "MonthlyIncome": 2778, + "MonthlyRate": 17725, + "NumCompaniesWorked": 4, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 13, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 1, + "TotalWorkingYears": 10, + "TrainingTimesLastYear": 1, + "WorkLifeBalance": 2, + "YearsAtCompany": 7, + "YearsInCurrentRole": 7, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "003", + "features": { + "Age": 34, + "Attrition": "Yes", + "BusinessTravel": "Travel_Frequently", + "DailyRate": 988, + "Department": "Human Resources", + "DistanceFromHome": 23, + "Education": 3, + "EducationField": "Human Resources", + "EmployeeCount": 1, + "EmployeeNumber": 590, + "EnvironmentSatisfaction": 2, + "Gender": "Female", + "HourlyRate": 43, + "JobInvolvement": 3, + "JobLevel": 3, + "JobRole": "Human Resources", + "JobSatisfaction": 1, + "MaritalStatus": "Divorced", + "MonthlyIncome": 9950, + "MonthlyRate": 11533, + "NumCompaniesWorked": 9, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 15, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 3, + "TotalWorkingYears": 11, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 3, + "YearsAtCompany": 3, + "YearsInCurrentRole": 2, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 2 + } + }, + { + "scenario_id": "004", + "features": { + "Age": 53, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 970, + "Department": "Research & Development", + "DistanceFromHome": 7, + "Education": 3, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 730, + "EnvironmentSatisfaction": 3, + "Gender": "Male", + "HourlyRate": 59, + "JobInvolvement": 4, + "JobLevel": 4, + "JobRole": "Research Director", + "JobSatisfaction": 3, + "MaritalStatus": "Married", + "MonthlyIncome": 14814, + "MonthlyRate": 13514, + "NumCompaniesWorked": 3, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 19, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 0, + 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Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +29,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +31,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +37,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +32,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +32,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +36,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +31,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +33,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +26,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +23,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +50,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +34,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +55,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +41,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +35,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +39,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +28,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +34,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +34,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +40,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +51,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +39,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +52,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +31,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +18,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +33,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +28,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +58,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +33,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +18,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +34,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +19,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +46,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +32,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +26,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +28,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +55,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +29,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +35,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +27,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +50,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +21,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +46,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +34,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +31,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +31,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +30,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +19,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +51,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +34,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +36,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +30,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +58,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +58,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +26,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +35,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +36,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +31,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +19,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +45,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +47,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +18,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +35,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +35,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +39,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +34,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +40,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +43,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +42,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +28,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +53,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +44,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +20,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +33,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +24,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +19,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +28,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +30,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +27,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +32,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +26,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +58,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +44,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +31,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +25,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +18,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +31,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +26,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +37,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +21,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +35,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +30,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +41,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +32,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 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Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +29,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +22,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +26,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +30,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +19,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +29,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +29,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +34,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +44,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +23,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +29,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +49,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +29,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +31,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/history.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..78576ab7b7612c692d6449ac6c989f50fd9ae5f9 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/history.csv @@ 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Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/info.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3814d2a4e68d15824feb4cdcfb4c7712acc9ca4e --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/info.json @@ -0,0 +1,210 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "Attrition": "Whether the employee left the company or not.", + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "Attrition": [ + "No", + "Yes" + ], + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/test.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..946f78040ce1e6a68f3c0d1e596aad9b7b908985 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/test.csv @@ -0,0 +1,201 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/test_current.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..3119041385fac2c25243ab8ba8c1e652c3edb032 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/test_current.csv @@ -0,0 +1,8 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/train.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..14413e4fa42a802c59a47293775410cf408f1fe7 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/train.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research 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Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006_current.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006_current.json new file mode 100644 index 0000000000000000000000000000000000000000..0b7e66e8d1d744c561990d728ceac7d062f2135c --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006_current.json @@ -0,0 +1,8049 @@ +{ + "id": "006", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "IBM HR Analytics Employee Attrition & Performance", + "table_path": "output/IBM HR Analytics Employee Attrition & Performance_B4/IBM HR Analytics Employee Attrition & Performance_B4_006/test.csv", + "query": "I need to review our bench strength for future leadership roles. From the file of our current employees who have a Job Level of 3 or higher, could you use our past employee data to isolate those who are most likely to be actively looking to leave? I want to understand retention risks within our potential leadership pipeline.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": 37, + "Attrition": "No", + "BusinessTravel": "Travel_Frequently", + "DailyRate": 889, + "Department": "Research & Development", + "DistanceFromHome": 9, + "Education": 3, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 403, + "EnvironmentSatisfaction": 2, + "Gender": "Male", + "HourlyRate": 53, + "JobInvolvement": 3, + "JobLevel": 1, + "JobRole": "Research Scientist", + "JobSatisfaction": 4, + "MaritalStatus": "Married", + "MonthlyIncome": 2326, + "MonthlyRate": 11411, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 12, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 3, + "TotalWorkingYears": 4, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 2, + "YearsAtCompany": 4, + "YearsInCurrentRole": 2, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 2 + } + }, + { + "scenario_id": "002", + "features": { + "Age": 55, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 685, + "Department": "Sales", + "DistanceFromHome": 26, + "Education": 5, + "EducationField": "Marketing", + "EmployeeCount": 1, + "EmployeeNumber": 1578, + "EnvironmentSatisfaction": 3, + "Gender": "Male", + "HourlyRate": 60, + "JobInvolvement": 2, + "JobLevel": 5, + "JobRole": "Manager", + "JobSatisfaction": 4, + "MaritalStatus": "Married", + "MonthlyIncome": 19586, + "MonthlyRate": 23037, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 21, + "PerformanceRating": 4, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 1, + "TotalWorkingYears": 36, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 3, + "YearsAtCompany": 36, + "YearsInCurrentRole": 6, + "YearsSinceLastPromotion": 2, + "YearsWithCurrManager": 13 + } + }, + { + "scenario_id": "003", + "features": { + "Age": 33, + "Attrition": "Yes", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 527, + "Department": "Research & Development", + "DistanceFromHome": 1, + "Education": 4, + "EducationField": "Other", + "EmployeeCount": 1, + "EmployeeNumber": 780, + "EnvironmentSatisfaction": 4, + "Gender": "Male", + "HourlyRate": 63, + "JobInvolvement": 3, + "JobLevel": 1, + "JobRole": "Research Scientist", + "JobSatisfaction": 4, + "MaritalStatus": "Single", + "MonthlyIncome": 2686, + "MonthlyRate": 5207, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 13, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 10, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 2, + "YearsAtCompany": 10, + "YearsInCurrentRole": 9, + "YearsSinceLastPromotion": 7, + "YearsWithCurrManager": 8 + } + }, + { + "scenario_id": "004", + "features": { + "Age": 28, + "Attrition": "No", + "BusinessTravel": "Non-Travel", + "DailyRate": 1103, + "Department": "Research & Development", + "DistanceFromHome": 16, + "Education": 3, + "EducationField": "Medical", + "EmployeeCount": 1, + "EmployeeNumber": 1947, + "EnvironmentSatisfaction": 3, + "Gender": "Male", + "HourlyRate": 49, + "JobInvolvement": 3, + "JobLevel": 1, + "JobRole": "Research Scientist", + "JobSatisfaction": 3, + "MaritalStatus": "Single", + "MonthlyIncome": 2144, + "MonthlyRate": 2122, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 14, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 5, + "TrainingTimesLastYear": 3, + "WorkLifeBalance": 2, + "YearsAtCompany": 5, + "YearsInCurrentRole": 3, + "YearsSinceLastPromotion": 1, + "YearsWithCurrManager": 4 + } + }, + { + "scenario_id": "005", + "features": { + "Age": 19, + "Attrition": "Yes", + "BusinessTravel": "Travel_Frequently", + "DailyRate": 602, + "Department": "Sales", + "DistanceFromHome": 1, + "Education": 1, + "EducationField": "Technical Degree", + "EmployeeCount": 1, + "EmployeeNumber": 235, + "EnvironmentSatisfaction": 3, + "Gender": "Female", + "HourlyRate": 100, + "JobInvolvement": 1, + "JobLevel": 1, + "JobRole": "Sales Representative", + "JobSatisfaction": 1, + "MaritalStatus": "Single", + "MonthlyIncome": 2325, + "MonthlyRate": 20989, + "NumCompaniesWorked": 0, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 21, + "PerformanceRating": 4, + "RelationshipSatisfaction": 1, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 1, + "TrainingTimesLastYear": 5, + "WorkLifeBalance": 4, + "YearsAtCompany": 0, + "YearsInCurrentRole": 0, + "YearsSinceLastPromotion": 0, + "YearsWithCurrManager": 0 + } + }, + { + "scenario_id": "006", + "features": { + "Age": 59, + 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Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +22,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +29,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +34,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +31,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +24,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +43,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +44,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +35,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +32,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +39,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +34,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +54,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +41,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +51,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +36,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +24,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +33,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +28,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +30,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +26,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +39,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +53,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +36,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +18,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +41,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +42,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +38,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +36,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +43,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +30,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +30,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +36,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +39,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +34,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +44,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +36,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +39,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +32,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +37,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +42,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +38,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +58,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +49,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +38,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +36,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +53,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +51,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +42,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +26,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +51,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +42,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +29,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +36,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +28,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +56,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +47,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +27,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +29,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +30,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +30,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +31,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +33,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +34,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +29,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +49,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +40,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +32,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +37,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +27,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +60,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +28,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +55,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +40,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +31,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +45,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +37,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +37,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +28,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +32,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +37,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +44,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +40,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +37,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +33,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +38,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +24,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +35,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +36,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +38,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +47,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +34,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +38,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +27,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +43,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +40,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +31,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +34,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +33,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +50,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +59,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +41,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +34,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +52,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +55,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +35,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +30,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +36,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +49,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +53,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +27,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +44,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +26,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +41,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +33,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +42,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +28,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +35,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +29,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +41,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +36,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +31,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +36,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +29,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +50,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +49,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +29,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +21,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +31,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +47,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/history.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c2ac4932321bc897663070ec6195344e55b2ed1 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/history.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/info.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3814d2a4e68d15824feb4cdcfb4c7712acc9ca4e --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/info.json @@ -0,0 +1,210 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "Attrition": "Whether the employee left the company or not.", + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "Attrition": [ + "No", + "Yes" + ], + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/test.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..d482b72af3830b465b8e90f9e517147d217ad154 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/test.csv @@ -0,0 +1,201 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager 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Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/test_current.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..6e7908288801f7e94fdb41317a72020afc0bf20d --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/test_current.csv @@ -0,0 +1,16 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/train.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..3d1a35507f289d48c149d5d2e364314467b1dfe6 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/train.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007_current.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007_current.json new file mode 100644 index 0000000000000000000000000000000000000000..b01eba3352545423af68e50c6154945fb9e3c1d0 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007_current.json @@ -0,0 +1,8040 @@ +{ + "id": "007", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "IBM HR Analytics Employee Attrition & Performance", + "table_path": "output/IBM HR Analytics Employee Attrition & Performance_B4/IBM HR Analytics Employee Attrition & Performance_B4_007/test.csv", + "query": "Using our past records for context, review the new employee profiles and identify those working overtime in the Human Resources department who are likely to have no attrition.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": 42, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 635, + "Department": "Sales", + "DistanceFromHome": 1, + "Education": 1, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 387, + "EnvironmentSatisfaction": 2, + "Gender": "Male", + "HourlyRate": 99, + "JobInvolvement": 3, + "JobLevel": 2, + "JobRole": "Sales Executive", + "JobSatisfaction": 3, + "MaritalStatus": "Married", + "MonthlyIncome": 4907, + "MonthlyRate": 24532, + "NumCompaniesWorked": 1, + "Over18": "Y", + "OverTime": "No", + "PercentSalaryHike": 25, + "PerformanceRating": 4, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 20, + 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+30,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +26,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +50,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +50,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +40,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +45,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +29,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +41,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +33,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +28,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +24,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +54,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +43,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +23,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +35,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +28,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +48,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +30,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +34,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +38,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +36,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +40,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +31,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +33,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +45,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +24,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +23,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +33,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +41,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +31,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +47,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +36,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +46,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +34,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +24,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +36,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +51,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +47,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +34,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +28,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +21,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +38,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +32,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +30,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +50,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +27,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +36,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +58,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +35,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +37,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +31,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +43,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +45,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +48,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +27,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +46,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +45,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +35,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +32,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +26,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +31,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +56,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +60,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +47,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +34,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +29,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +37,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +28,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +55,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +36,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +24,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +37,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +28,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +22,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +42,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +30,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +34,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +35,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +26,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +34,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +32,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +49,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +33,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +43,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +28,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +28,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +45,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +55,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +43,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +39,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +45,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +50,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +35,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +38,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +36,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +35,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +36,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +42,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +40,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +33,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +41,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +30,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +34,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +54,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +59,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +19,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +35,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +43,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +39,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +38,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +33,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +48,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +55,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +31,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +40,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +46,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +33,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +46,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +32,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +26,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +28,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +41,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +47,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +50,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +45,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +23,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +27,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +35,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +31,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +41,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +34,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +41,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +46,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +32,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +42,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +36,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +47,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +24,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +53,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +39,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +45,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +30,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +30,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +30,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +34,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 +33,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +36,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +29,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +41,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +28,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +38,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +44,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +56,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +33,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +34,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +23,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +30,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +29,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/history.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..e00a375e5bee211368c6e118467c0a443b51a45a --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/history.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/info.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3814d2a4e68d15824feb4cdcfb4c7712acc9ca4e --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/info.json @@ -0,0 +1,210 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "Attrition": "Whether the employee left the company or not.", + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "Attrition": [ + "No", + "Yes" + ], + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/test.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..1d12d5f24eb224d5ca53fa3eb905207d2b49663a --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/test.csv @@ -0,0 +1,201 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/test_current.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..838bd0c34825d1db2d78b325f409abf6bca41c60 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/test_current.csv @@ -0,0 +1,2 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/train.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..ae45296114cfe0a384b19c0079800e056fa39616 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/train.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008_current.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008_current.json new file mode 100644 index 0000000000000000000000000000000000000000..b1acb8e61504a007d1c7fabce7d5d14025e459f4 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008_current.json @@ -0,0 +1,8044 @@ +{ + "id": "008", + "task_type": "B4", + "subtask_type": "filter", + "perspective": "data_holder", + "dataset_name": "IBM HR Analytics Employee Attrition & Performance", + "table_path": "output/IBM HR Analytics Employee Attrition & Performance_B4/IBM HR Analytics Employee Attrition & Performance_B4_008/test.csv", + "query": "Comparing against the history file I shared, find Research Scientists who are under 30 years old and whose profiles suggest they are at significant risk of attrition in the new/current batch of data. We want to tailor early-career support.", + "meta_info": { + "domain": "daily" + }, + "final_decision": {}, + "what_if": {}, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Age": 55, + "Attrition": "No", + "BusinessTravel": "Travel_Rarely", + "DailyRate": 1311, + "Department": "Research & Development", + "DistanceFromHome": 2, + "Education": 3, + "EducationField": "Life Sciences", + "EmployeeCount": 1, + "EmployeeNumber": 505, + "EnvironmentSatisfaction": 3, + "Gender": "Female", + "HourlyRate": 97, + "JobInvolvement": 3, + "JobLevel": 4, + "JobRole": "Manager", + "JobSatisfaction": 4, + "MaritalStatus": "Single", + "MonthlyIncome": 16659, + "MonthlyRate": 23258, + "NumCompaniesWorked": 2, + "Over18": "Y", + "OverTime": "Yes", + "PercentSalaryHike": 13, + "PerformanceRating": 3, + "RelationshipSatisfaction": 3, + "StandardHours": 80, + "StockOptionLevel": 0, + "TotalWorkingYears": 30, + "TrainingTimesLastYear": 2, + "WorkLifeBalance": 3, + 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Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +34,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +44,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +27,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +34,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +33,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +50,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +28,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +27,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +24,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +24,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +26,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +31,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +31,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +31,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +49,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +30,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +31,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +41,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +35,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +34,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +42,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +50,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +51,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +31,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +36,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +29,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +35,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +25,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +33,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +35,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +44,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +27,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +47,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +39,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +35,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +42,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +43,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +53,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +46,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +23,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +40,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +40,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +56,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +45,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +53,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +52,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +30,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +45,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +45,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +32,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +33,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +31,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +31,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +21,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +40,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +18,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +49,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +40,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +47,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +58,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +34,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +51,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +58,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +26,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +31,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +43,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +24,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +20,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +53,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +27,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +42,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +27,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +48,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +42,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +25,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +38,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +48,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +26,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +37,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +25,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +36,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +33,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +41,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +37,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +52,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +34,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +24,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +46,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +58,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +27,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +48,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +38,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +34,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +37,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +33,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +29,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +42,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +34,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +48,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +48,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +37,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +31,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +38,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +32,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +42,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +32,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +49,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +40,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +44,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +39,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +43,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +39,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +35,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +38,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +31,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +28,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +47,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +29,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +50,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +44,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +30,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +32,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +29,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +22,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +33,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +32,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +35,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +29,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +23,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +34,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +18,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +41,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +34,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +32,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +44,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +35,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +36,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +36,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +31,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +22,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +41,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +55,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +32,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +38,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +27,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +25,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +34,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +34,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +40,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +26,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +34,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +53,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +35,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +51,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +37,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +53,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +50,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +36,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +32,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +27,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +38,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +52,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/history.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..6692454b2cce16619c68c5cb0f83e3bb4b5a253f --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/history.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/info.json b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3814d2a4e68d15824feb4cdcfb4c7712acc9ca4e --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/info.json @@ -0,0 +1,210 @@ +{ + "name": "IBM HR Analytics Employee Attrition & Performance", + "source": "https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data", + "data_intro": "This dataset contains various attributes of employees at IBM, which can be used to predict employee attrition.", + "is_splited": false, + "overall_size": 1470, + "train_size": 0, + "test_size": 0, + "c_classes": 9, + "n_classes": 26, + "cat_feature_intro": { + "Attrition": "Whether the employee left the company or not.", + "BusinessTravel": "Frequency of business travel (Non-Travel, Travel_Rarely, Travel_Frequently).", + "Department": "Department in which the employee works (Sales, Research & Development, Human Resources).", + "EducationField": "Field of education (Life Sciences, Medical, Marketing, Technical Degree, Human Resources, Other).", + "Gender": "Gender of the employee (Male, Female).", + "JobRole": "Role of the employee (Sales Executive, Research Scientist, Laboratory Technician, Manufacturing Director, Healthcare Representative, Manager, Sales Representative, Research Director, Human Resources).", + "MaritalStatus": "Marital status of the employee (Single, Married, Divorced).", + "Over18": "Whether the employee is over 18 years old (Yes).", + "OverTime": "Whether the employee works overtime (Yes, No)." + }, + "num_feature_intro": { + "Age": "Age of the employee.", + "DailyRate": "Daily rate of the employee.", + "DistanceFromHome": "Distance from home to work (in kilometers).", + "Education": "Education level (1 'Below College', 2 'College', 3 'Bachelor', 4 'Master', 5 'Doctor').", + "EmployeeCount": "Number of employees (always 1).", + "EmployeeNumber": "Unique identifier for the employee.", + "EnvironmentSatisfaction": "Environment satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "HourlyRate": "Hourly rate of the employee.", + "JobInvolvement": "Job involvement level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "JobLevel": "Job level of the employee.", + "JobSatisfaction": "Job satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "MonthlyIncome": "Monthly income of the employee.", + "MonthlyRate": "Monthly rate of the employee.", + "NumCompaniesWorked": "Number of companies the employee has worked for.", + "PercentSalaryHike": "Percentage increase in salary.", + "PerformanceRating": "Performance rating (1 'Low', 2 'Good', 3 'Excellent', 4 'Outstanding').", + "RelationshipSatisfaction": "Relationship satisfaction level (1 'Low', 2 'Medium', 3 'High', 4 'Very High').", + "StandardHours": "Standard working hours (always 80).", + "StockOptionLevel": "Stock option level (0 'None', 1 'Low', 2 'Medium', 3 'High').", + "TotalWorkingYears": "Total number of years the employee has worked.", + "TrainingTimesLastYear": "Number of training sessions attended last year.", + "WorkLifeBalance": "Work-life balance level (1 'Bad', 2 'Good', 3 'Better', 4 'Best').", + "YearsAtCompany": "Number of years the employee has been at the company.", + "YearsInCurrentRole": "Number of years the employee has been in the current role.", + "YearsSinceLastPromotion": "Number of years since the employee's last promotion.", + "YearsWithCurrManager": "Number of years the employee has been with the current manager." + }, + "evaluation_metric": "Accuracy", + "task_type": "classification", + "target": "Attrition", + "num_feature_value": { + "Age": [ + 18.0, + 60.0 + ], + "DailyRate": [ + 102.0, + 1499.0 + ], + "DistanceFromHome": [ + 1.0, + 29.0 + ], + "Education": [ + 1.0, + 5.0 + ], + "EmployeeCount": [ + 1.0, + 1.0 + ], + "EmployeeNumber": [ + 1.0, + 2068.0 + ], + "EnvironmentSatisfaction": [ + 1.0, + 4.0 + ], + "HourlyRate": [ + 30.0, + 100.0 + ], + "JobInvolvement": [ + 1.0, + 4.0 + ], + "JobLevel": [ + 1.0, + 5.0 + ], + "JobSatisfaction": [ + 1.0, + 4.0 + ], + "MonthlyIncome": [ + 1009.0, + 19999.0 + ], + "MonthlyRate": [ + 2094.0, + 26999.0 + ], + "NumCompaniesWorked": [ + 0.0, + 9.0 + ], + "PercentSalaryHike": [ + 11.0, + 25.0 + ], + "PerformanceRating": [ + 3.0, + 4.0 + ], + "RelationshipSatisfaction": [ + 1.0, + 4.0 + ], + "StandardHours": [ + 80.0, + 80.0 + ], + "StockOptionLevel": [ + 0.0, + 3.0 + ], + "TotalWorkingYears": [ + 0.0, + 40.0 + ], + "TrainingTimesLastYear": [ + 0.0, + 6.0 + ], + "WorkLifeBalance": [ + 1.0, + 4.0 + ], + "YearsAtCompany": [ + 0.0, + 40.0 + ], + "YearsInCurrentRole": [ + 0.0, + 18.0 + ], + "YearsSinceLastPromotion": [ + 0.0, + 15.0 + ], + "YearsWithCurrManager": [ + 0.0, + 17.0 + ] + }, + "cat_feature_value": { + "Attrition": [ + "No", + "Yes" + ], + "BusinessTravel": [ + "Non-Travel", + "Travel_Frequently", + "Travel_Rarely" + ], + "Department": [ + "Human Resources", + "Research & Development", + "Sales" + ], + "EducationField": [ + "Human Resources", + "Life Sciences", + "Marketing", + "Medical", + "Other", + "Technical Degree" + ], + "Gender": [ + "Female", + "Male" + ], + "JobRole": [ + "Healthcare Representative", + "Human Resources", + "Laboratory Technician", + "Manager", + "Manufacturing Director", + "Research Director", + "Research Scientist", + "Sales Executive", + "Sales Representative" + ], + "MaritalStatus": [ + "Divorced", + "Married", + "Single" + ], + "Over18": [ + "Y" + ], + "OverTime": [ + "No", + "Yes" + ] + } +} \ No newline at end of file diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/test.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..2b0bf7cf111ac4ac087cb8709e1831b063137464 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/test.csv @@ -0,0 +1,201 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +55,No,Travel_Rarely,1311,Research & Development,2,3,Life Sciences,1,505,3,Female,97,3,4,Manager,4,Single,16659,23258,2,Y,Yes,13,3,3,80,0,30,2,3,5,4,1,2 +43,No,Travel_Rarely,177,Research & Development,8,3,Life Sciences,1,920,1,Female,55,3,2,Manufacturing Director,2,Divorced,4765,23814,4,Y,No,21,4,3,80,1,4,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1060,Sales,1,3,Life Sciences,1,1331,4,Female,54,3,1,Sales Representative,2,Single,2302,8319,1,Y,Yes,11,3,1,80,0,3,2,4,3,2,2,2 +46,No,Travel_Rarely,1402,Sales,2,3,Marketing,1,1204,3,Female,69,3,4,Manager,1,Married,17048,24097,8,Y,No,23,4,1,80,0,28,2,3,26,15,15,9 +29,No,Travel_Rarely,1107,Research & Development,28,4,Life Sciences,1,1120,3,Female,93,3,1,Research Scientist,4,Divorced,2514,26968,4,Y,No,22,4,1,80,1,11,1,3,7,5,1,7 +46,No,Travel_Rarely,644,Research & Development,1,4,Medical,1,288,4,Male,97,3,3,Healthcare Representative,1,Divorced,9396,12368,7,Y,No,16,3,3,80,1,17,3,3,4,2,0,3 +18,No,Non-Travel,1124,Research & Development,1,3,Life Sciences,1,1368,4,Female,97,3,1,Laboratory Technician,4,Single,1611,19305,1,Y,No,15,3,3,80,0,0,5,4,0,0,0,0 +35,Yes,Travel_Rarely,556,Research & Development,23,2,Life Sciences,1,261,2,Male,50,2,2,Manufacturing Director,3,Married,5916,15497,3,Y,Yes,13,3,1,80,0,8,1,3,1,0,0,1 +18,Yes,Non-Travel,247,Research & Development,8,1,Medical,1,1156,3,Male,80,3,1,Laboratory Technician,3,Single,1904,13556,1,Y,No,12,3,4,80,0,0,0,3,0,0,0,0 +26,No,Travel_Rarely,390,Research & Development,17,4,Medical,1,1718,4,Male,62,1,1,Laboratory Technician,3,Married,2305,6217,1,Y,No,15,3,3,80,3,3,3,4,3,2,0,2 +33,No,Travel_Frequently,1392,Research & Development,3,4,Life Sciences,1,5,4,Female,56,3,1,Research Scientist,3,Married,2909,23159,1,Y,Yes,11,3,3,80,0,8,3,3,8,7,3,0 +35,No,Travel_Rarely,1490,Research & Development,11,4,Medical,1,2003,4,Male,43,3,1,Laboratory Technician,3,Married,2660,20232,7,Y,Yes,11,3,3,80,1,5,3,3,2,2,2,2 +26,No,Travel_Rarely,652,Research & Development,7,3,Other,1,1417,3,Male,100,4,1,Laboratory Technician,1,Single,3578,23577,0,Y,No,12,3,4,80,0,8,2,3,7,7,0,7 +31,No,Travel_Rarely,1222,Research & Development,11,4,Life Sciences,1,895,4,Male,48,3,1,Research Scientist,4,Married,2356,14871,3,Y,Yes,19,3,2,80,1,8,2,3,6,4,0,2 +45,No,Travel_Rarely,1316,Research & Development,29,3,Medical,1,192,3,Male,83,3,1,Research Scientist,4,Single,3452,9752,5,Y,No,13,3,2,80,0,9,2,2,6,5,0,3 +37,No,Travel_Rarely,1239,Human Resources,8,2,Other,1,1794,3,Male,89,3,2,Human Resources,2,Divorced,4071,12832,2,Y,No,13,3,3,80,0,19,4,2,10,0,4,7 +37,No,Travel_Rarely,1017,Research & Development,1,2,Medical,1,340,3,Female,83,2,1,Research Scientist,1,Married,3920,18697,2,Y,No,14,3,1,80,1,17,2,2,3,1,0,2 +34,No,Travel_Rarely,479,Research & Development,7,4,Medical,1,1577,1,Male,35,3,1,Research Scientist,4,Single,2972,22061,1,Y,No,13,3,3,80,0,1,4,1,1,0,0,0 +29,No,Travel_Rarely,468,Research & Development,28,4,Medical,1,2054,4,Female,73,2,1,Research Scientist,1,Single,3785,8489,1,Y,No,14,3,2,80,0,5,3,1,5,4,0,4 +20,Yes,Travel_Rarely,129,Research & Development,4,3,Technical Degree,1,960,1,Male,84,3,1,Laboratory Technician,1,Single,2973,13008,1,Y,No,19,3,2,80,0,1,2,3,1,0,0,0 +45,No,Travel_Rarely,1457,Research & Development,7,3,Medical,1,1195,1,Female,83,3,1,Research Scientist,3,Married,4477,20100,4,Y,Yes,19,3,3,80,1,7,2,2,3,2,0,2 +34,Yes,Travel_Rarely,1107,Human Resources,9,4,Technical Degree,1,1467,1,Female,52,3,1,Human Resources,3,Married,2742,3072,1,Y,No,15,3,4,80,0,2,0,3,2,2,2,2 +47,No,Travel_Rarely,207,Research & Development,9,4,Life Sciences,1,1856,2,Female,64,3,1,Laboratory Technician,3,Single,2105,5411,4,Y,No,12,3,3,80,0,7,2,3,2,2,2,0 +32,No,Travel_Frequently,379,Sales,5,2,Life Sciences,1,889,2,Male,48,3,2,Sales Executive,2,Married,6524,8891,1,Y,No,14,3,4,80,1,10,3,3,10,8,5,3 +58,Yes,Travel_Rarely,601,Research & Development,7,4,Medical,1,1360,3,Female,53,2,3,Manufacturing Director,1,Married,10008,12023,7,Y,Yes,14,3,4,80,0,31,0,2,10,9,5,9 +30,No,Travel_Rarely,852,Sales,10,3,Marketing,1,1179,3,Male,72,2,2,Sales Executive,3,Married,6578,2706,1,Y,No,18,3,1,80,1,10,3,3,10,3,1,4 +31,No,Travel_Frequently,793,Sales,20,3,Life Sciences,1,1135,3,Male,67,4,1,Sales Representative,4,Married,2791,21981,0,Y,No,12,3,1,80,1,3,4,3,2,2,2,2 +31,No,Travel_Rarely,1003,Sales,5,3,Technical Degree,1,1749,1,Male,51,3,2,Sales Executive,3,Married,8346,20943,1,Y,No,19,3,3,80,1,6,3,3,5,2,0,2 +34,No,Travel_Rarely,1153,Research & Development,1,2,Medical,1,110,1,Male,94,3,2,Manufacturing Director,2,Married,4325,17736,1,Y,No,15,3,3,80,0,5,2,3,5,2,1,3 +34,No,Travel_Rarely,1111,Sales,8,2,Life Sciences,1,808,3,Female,93,3,2,Sales Executive,1,Married,6500,13305,5,Y,No,17,3,2,80,1,6,1,3,3,2,1,2 +44,No,Travel_Rarely,1488,Sales,1,5,Marketing,1,68,2,Female,75,3,2,Sales Executive,1,Divorced,5454,4009,5,Y,Yes,21,4,3,80,1,9,2,2,4,3,1,3 +27,Yes,Travel_Frequently,1337,Human Resources,22,3,Human Resources,1,1944,1,Female,58,2,1,Human Resources,2,Married,2863,19555,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +34,No,Travel_Frequently,618,Research & Development,3,1,Life Sciences,1,1103,1,Male,45,3,2,Healthcare Representative,4,Single,7756,22266,0,Y,No,17,3,3,80,0,7,1,2,6,2,0,4 +33,No,Non-Travel,1283,Sales,2,3,Marketing,1,1756,4,Female,62,3,2,Sales Executive,2,Single,5147,10697,8,Y,No,15,3,4,80,0,13,2,2,11,7,1,7 +50,No,Travel_Frequently,1115,Research & Development,1,3,Life Sciences,1,141,1,Female,73,3,5,Research Director,2,Married,18172,9755,3,Y,Yes,19,3,1,80,0,28,1,2,8,3,0,7 +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +27,No,Non-Travel,1450,Research & Development,3,3,Medical,1,224,3,Male,79,2,1,Research Scientist,3,Divorced,2566,25326,1,Y,Yes,15,3,4,80,1,1,2,2,1,1,0,1 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +24,Yes,Travel_Frequently,381,Research & Development,9,3,Medical,1,1494,2,Male,89,3,1,Laboratory Technician,1,Single,3172,16998,2,Y,Yes,11,3,3,80,0,4,2,2,0,0,0,0 +26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4 +31,No,Travel_Frequently,798,Research & Development,7,2,Life Sciences,1,442,3,Female,48,2,3,Manufacturing Director,3,Married,8943,14034,1,Y,No,24,4,1,80,1,10,2,3,10,9,8,9 +31,Yes,Travel_Rarely,359,Human Resources,18,5,Human Resources,1,1842,4,Male,89,4,1,Human Resources,1,Married,2956,21495,0,Y,No,17,3,3,80,0,2,4,3,1,0,0,0 +31,No,Travel_Rarely,1274,Research & Development,9,1,Life Sciences,1,581,3,Male,33,3,3,Manufacturing Director,2,Divorced,10648,14394,1,Y,No,25,4,4,80,1,13,6,4,13,8,0,8 +49,No,Travel_Rarely,174,Sales,8,4,Technical Degree,1,1138,4,Male,56,2,4,Sales Executive,2,Married,13120,11879,6,Y,No,17,3,2,80,1,22,3,3,9,8,2,3 +30,No,Travel_Rarely,305,Research & Development,16,3,Life Sciences,1,1763,3,Male,58,4,2,Healthcare Representative,3,Married,5294,9128,3,Y,No,16,3,3,80,1,10,3,3,7,0,1,7 +31,No,Travel_Rarely,1276,Research & Development,2,1,Medical,1,1974,4,Female,59,1,1,Laboratory Technician,4,Divorced,1129,17536,1,Y,Yes,11,3,3,80,3,1,4,3,1,0,0,0 +41,No,Travel_Rarely,337,Sales,8,3,Marketing,1,1909,3,Female,54,3,2,Sales Executive,2,Married,4393,26841,5,Y,No,21,4,3,80,1,14,3,3,5,4,1,4 +35,No,Travel_Rarely,144,Research & Development,22,3,Life Sciences,1,577,4,Male,46,1,1,Laboratory Technician,3,Single,4230,19225,0,Y,No,15,3,3,80,0,6,2,3,5,4,4,3 +34,No,Travel_Rarely,829,Human Resources,3,2,Human Resources,1,847,3,Male,88,3,1,Human Resources,4,Married,3737,2243,0,Y,No,19,3,3,80,1,4,1,1,3,2,0,2 +42,No,Travel_Rarely,269,Research & Development,2,3,Medical,1,351,4,Female,56,2,1,Laboratory Technician,1,Divorced,2593,8007,0,Y,Yes,11,3,3,80,1,10,4,3,9,6,7,8 +50,Yes,Travel_Frequently,959,Sales,1,4,Other,1,1113,4,Male,81,3,2,Sales Executive,3,Single,4728,17251,3,Y,Yes,14,3,4,80,0,5,4,3,0,0,0,0 +51,No,Travel_Rarely,1178,Sales,14,2,Life Sciences,1,500,3,Female,87,3,2,Sales Executive,4,Married,4936,14862,4,Y,No,11,3,3,80,1,18,2,2,7,7,0,7 +31,No,Travel_Rarely,746,Research & Development,8,4,Life Sciences,1,98,3,Female,61,3,2,Manufacturing Director,4,Single,4424,20682,1,Y,No,23,4,4,80,0,11,2,3,11,7,1,8 +36,No,Travel_Frequently,566,Research & Development,18,4,Life Sciences,1,407,3,Male,81,4,1,Laboratory Technician,4,Married,3688,7122,4,Y,No,18,3,4,80,2,4,2,3,1,0,0,0 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +35,No,Travel_Frequently,853,Sales,18,5,Life Sciences,1,74,2,Male,71,3,3,Sales Executive,1,Married,9069,11031,1,Y,No,22,4,4,80,1,9,3,2,9,8,1,8 +25,No,Non-Travel,675,Research & Development,5,2,Life Sciences,1,369,2,Male,85,4,2,Healthcare Representative,1,Divorced,4000,18384,1,Y,No,12,3,4,80,2,6,2,3,6,3,1,5 +33,No,Travel_Rarely,1242,Sales,8,4,Life Sciences,1,1560,1,Male,46,3,2,Sales Executive,1,Married,6392,10589,2,Y,No,13,3,4,80,1,8,6,1,2,2,2,2 +35,Yes,Travel_Frequently,880,Sales,12,4,Other,1,1667,4,Male,36,3,2,Sales Executive,4,Single,4581,10414,3,Y,Yes,24,4,1,80,0,13,2,4,11,9,6,7 +44,No,Travel_Rarely,1448,Sales,28,3,Medical,1,1039,4,Female,53,4,4,Sales Executive,4,Married,13320,11737,3,Y,Yes,18,3,3,80,1,23,2,3,12,11,11,11 +27,No,Travel_Frequently,1297,Research & Development,5,2,Life Sciences,1,1850,4,Female,53,3,1,Laboratory Technician,4,Single,2379,19826,0,Y,Yes,14,3,3,80,0,6,3,2,5,4,0,2 +47,No,Travel_Rarely,1482,Research & Development,5,5,Life Sciences,1,447,4,Male,42,3,5,Research Director,3,Married,18300,16375,4,Y,No,11,3,2,80,1,21,2,3,3,2,1,1 +39,No,Travel_Rarely,116,Research & Development,24,1,Life Sciences,1,2014,1,Male,52,3,2,Research Scientist,4,Single,4108,5340,7,Y,No,13,3,1,80,0,18,2,3,7,7,1,7 +35,No,Non-Travel,208,Research & Development,8,4,Life Sciences,1,1630,3,Female,52,3,2,Healthcare Representative,3,Married,4148,12250,1,Y,No,12,3,4,80,1,15,5,3,14,11,2,9 +42,No,Travel_Rarely,462,Sales,14,2,Medical,1,936,3,Female,68,2,2,Sales Executive,3,Single,6244,7824,7,Y,No,17,3,1,80,0,10,6,3,5,4,0,3 +43,No,Travel_Frequently,1082,Research & Development,27,3,Life Sciences,1,1126,3,Female,83,3,3,Manufacturing Director,1,Married,10820,11535,8,Y,No,11,3,3,80,1,18,1,3,8,7,0,1 +53,No,Travel_Rarely,1070,Research & Development,3,4,Medical,1,386,3,Male,45,3,4,Research Director,3,Married,17584,21016,3,Y,Yes,16,3,4,80,3,21,5,2,5,3,1,3 +46,No,Travel_Rarely,1003,Research & Development,8,4,Life Sciences,1,1080,4,Female,74,2,2,Research Scientist,1,Divorced,4615,21029,8,Y,Yes,23,4,1,80,3,19,2,3,16,13,1,7 +23,Yes,Travel_Rarely,1320,Research & Development,8,1,Medical,1,1684,4,Male,93,2,1,Laboratory Technician,3,Single,3989,20586,1,Y,Yes,11,3,1,80,0,5,2,3,5,4,1,2 +40,No,Travel_Rarely,118,Sales,14,2,Life Sciences,1,1598,4,Female,84,3,2,Sales Executive,1,Married,4639,11262,1,Y,No,15,3,3,80,1,5,2,3,5,4,1,2 +40,No,Travel_Rarely,616,Research & Development,2,2,Life Sciences,1,1802,3,Female,99,3,1,Laboratory Technician,1,Married,3377,25605,4,Y,No,17,3,4,80,1,7,5,2,4,3,0,2 +56,Yes,Travel_Rarely,310,Research & Development,7,2,Technical Degree,1,2032,4,Male,72,3,1,Laboratory Technician,3,Married,2339,3666,8,Y,No,11,3,4,80,1,14,4,1,10,9,9,8 +45,No,Travel_Rarely,1268,Sales,4,2,Life Sciences,1,240,3,Female,30,3,2,Sales Executive,1,Divorced,5006,6319,4,Y,Yes,11,3,1,80,1,9,3,4,5,4,0,3 +53,No,Travel_Rarely,102,Research & Development,23,4,Life Sciences,1,901,4,Female,72,3,4,Research Director,4,Single,14275,20206,6,Y,No,18,3,3,80,0,33,0,3,12,9,3,8 +52,Yes,Travel_Rarely,723,Research & Development,8,4,Medical,1,433,3,Male,85,2,2,Research Scientist,2,Married,4941,17747,2,Y,No,15,3,1,80,0,11,3,2,8,2,7,7 +30,Yes,Travel_Frequently,448,Sales,12,4,Life Sciences,1,648,2,Male,74,2,1,Sales Representative,1,Married,2033,14470,1,Y,No,18,3,3,80,1,1,2,4,1,0,0,0 +45,Yes,Travel_Frequently,306,Sales,26,4,Life Sciences,1,684,1,Female,100,3,2,Sales Executive,1,Married,4286,5630,2,Y,No,14,3,4,80,2,5,4,3,1,1,0,0 +45,No,Travel_Frequently,1297,Research & Development,1,4,Medical,1,1922,2,Male,44,3,2,Healthcare Representative,3,Single,5399,14511,4,Y,No,12,3,3,80,0,12,3,3,4,2,0,3 +33,Yes,Travel_Frequently,1076,Research & Development,3,3,Life Sciences,1,702,1,Male,70,3,1,Research Scientist,1,Single,3348,3164,1,Y,Yes,11,3,1,80,0,10,3,3,10,8,9,7 +32,No,Travel_Frequently,967,Sales,8,3,Marketing,1,207,2,Female,43,3,3,Sales Executive,4,Single,8998,15589,1,Y,No,14,3,4,80,0,9,2,3,9,8,3,7 +33,No,Travel_Rarely,267,Research & Development,21,3,Medical,1,1698,2,Male,79,4,1,Laboratory Technician,2,Married,2028,13637,1,Y,No,18,3,4,80,3,14,6,3,14,11,2,13 +31,Yes,Travel_Frequently,667,Sales,1,4,Life Sciences,1,1427,2,Female,50,1,1,Sales Representative,3,Single,1359,16154,1,Y,No,12,3,2,80,0,1,3,3,1,0,0,0 +31,Yes,Travel_Frequently,754,Sales,26,4,Marketing,1,1967,1,Male,63,3,2,Sales Executive,4,Married,5617,21075,1,Y,Yes,11,3,3,80,0,10,4,3,10,7,0,8 +21,No,Travel_Rarely,546,Research & Development,5,1,Medical,1,1623,3,Male,97,3,1,Research Scientist,4,Single,3117,26009,1,Y,No,18,3,3,80,0,3,2,3,2,2,2,2 +40,No,Travel_Frequently,580,Sales,5,4,Life Sciences,1,729,4,Male,48,2,3,Sales Executive,1,Married,10475,23772,5,Y,Yes,21,4,3,80,1,20,2,3,18,13,1,12 +18,Yes,Travel_Frequently,544,Sales,3,2,Medical,1,1624,2,Female,70,3,1,Sales Representative,4,Single,1569,18420,1,Y,Yes,12,3,3,80,0,0,2,4,0,0,0,0 +49,No,Travel_Frequently,636,Research & Development,10,4,Life Sciences,1,396,3,Female,35,3,5,Research Director,1,Single,18665,25594,9,Y,Yes,11,3,4,80,0,22,4,3,3,2,1,2 +40,Yes,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1649,1,Male,73,3,1,Laboratory Technician,1,Single,2166,3339,3,Y,Yes,14,3,2,80,0,10,3,1,4,2,0,3 +47,No,Travel_Rarely,465,Research & Development,1,3,Technical Degree,1,1438,1,Male,74,3,1,Research Scientist,4,Married,3420,10205,7,Y,No,12,3,3,80,1,17,2,2,6,5,1,2 +58,No,Travel_Rarely,1145,Research & Development,9,3,Medical,1,214,2,Female,75,2,1,Research Scientist,2,Married,3346,11873,4,Y,Yes,20,4,2,80,1,9,3,2,1,0,0,0 +34,No,Non-Travel,1381,Sales,4,4,Marketing,1,523,3,Female,72,3,2,Sales Executive,3,Married,6538,12740,9,Y,No,15,3,1,80,1,6,3,3,3,2,1,2 +51,No,Travel_Frequently,237,Sales,9,3,Life Sciences,1,1282,4,Male,83,3,5,Manager,2,Divorced,19847,19196,4,Y,Yes,24,4,1,80,1,31,5,2,29,10,11,10 +58,No,Travel_Rarely,605,Sales,21,3,Life Sciences,1,1938,4,Female,72,3,4,Manager,4,Married,17875,11761,4,Y,Yes,13,3,3,80,1,29,2,2,1,0,0,0 +26,No,Travel_Rarely,1167,Sales,5,3,Other,1,2060,4,Female,30,2,1,Sales Representative,3,Single,2966,21378,0,Y,No,18,3,4,80,0,5,2,3,4,2,0,0 +31,No,Travel_Rarely,329,Research & Development,1,2,Life Sciences,1,530,4,Male,98,2,1,Laboratory Technician,1,Married,2218,16193,1,Y,No,12,3,3,80,1,4,3,3,4,2,3,2 +43,No,Travel_Frequently,185,Research & Development,10,4,Life Sciences,1,430,3,Female,33,3,1,Laboratory Technician,4,Single,2455,10675,0,Y,No,19,3,1,80,0,9,5,3,8,7,1,7 +24,No,Travel_Rarely,1127,Research & Development,18,1,Life Sciences,1,150,2,Male,52,3,1,Laboratory Technician,3,Married,2774,13257,0,Y,No,12,3,3,80,1,6,2,3,5,3,1,2 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +53,No,Travel_Rarely,1223,Research & Development,7,2,Medical,1,1201,4,Female,50,3,5,Manager,3,Divorced,18606,18640,3,Y,No,18,3,2,80,1,26,6,3,7,7,4,7 +27,No,Travel_Rarely,1291,Sales,11,3,Medical,1,1364,3,Female,98,4,1,Sales Representative,4,Married,2534,6527,8,Y,No,14,3,2,80,1,5,4,3,1,0,0,0 +42,No,Travel_Frequently,532,Research & Development,29,2,Life Sciences,1,547,1,Female,92,3,2,Research Scientist,3,Divorced,4556,12932,2,Y,No,11,3,2,80,1,19,3,3,5,4,0,2 +27,No,Travel_Rarely,608,Research & Development,1,2,Life Sciences,1,725,3,Female,68,3,3,Manufacturing Director,1,Married,7412,6009,1,Y,No,11,3,4,80,0,9,3,3,9,7,0,7 +48,No,Travel_Rarely,1469,Research & Development,20,4,Medical,1,945,4,Male,51,3,1,Research Scientist,3,Married,2259,5543,4,Y,No,17,3,1,80,2,13,2,2,0,0,0,0 +42,No,Travel_Rarely,691,Sales,8,4,Marketing,1,35,3,Male,48,3,2,Sales Executive,2,Married,6825,21173,0,Y,No,11,3,4,80,1,10,2,3,9,7,4,2 +25,Yes,Travel_Rarely,688,Research & Development,3,3,Medical,1,538,1,Male,91,3,1,Laboratory Technician,1,Married,4031,9396,5,Y,No,13,3,3,80,1,6,5,3,2,2,0,2 +38,No,Travel_Rarely,1153,Research & Development,6,2,Other,1,1782,4,Female,40,2,1,Laboratory Technician,3,Married,3702,16376,1,Y,No,11,3,2,80,1,5,3,3,5,4,0,4 +48,No,Travel_Rarely,1108,Research & Development,15,4,Other,1,1576,3,Female,65,3,1,Research Scientist,1,Married,2367,16530,8,Y,No,12,3,4,80,1,10,3,2,8,2,7,6 +26,No,Travel_Rarely,703,Sales,28,2,Marketing,1,641,1,Male,66,3,2,Sales Executive,2,Married,6272,7428,1,Y,No,20,4,4,80,2,6,5,4,5,3,1,4 +37,No,Travel_Rarely,397,Research & Development,7,4,Medical,1,102,1,Male,30,3,3,Research Director,3,Single,13664,25258,4,Y,No,13,3,1,80,0,16,3,4,5,2,0,2 +25,No,Travel_Rarely,977,Research & Development,2,1,Other,1,1992,4,Male,57,3,1,Laboratory Technician,3,Divorced,3977,7298,6,Y,Yes,19,3,3,80,1,7,2,2,2,2,0,2 +36,No,Travel_Frequently,469,Research & Development,3,3,Technical Degree,1,1257,3,Male,46,3,1,Research Scientist,2,Married,3692,9256,1,Y,No,12,3,3,80,0,12,2,2,11,10,0,7 +33,Yes,Travel_Rarely,465,Research & Development,2,2,Life Sciences,1,328,1,Female,39,3,1,Laboratory Technician,1,Married,2707,21509,7,Y,No,20,4,1,80,0,13,3,4,9,7,1,7 +41,Yes,Travel_Rarely,1356,Sales,20,2,Marketing,1,248,2,Female,70,3,1,Sales Representative,2,Single,3140,21728,1,Y,Yes,22,4,4,80,0,4,5,2,4,3,0,2 +37,No,Travel_Rarely,783,Research & Development,7,4,Medical,1,1885,4,Male,78,3,2,Research Scientist,1,Married,4284,13588,5,Y,Yes,22,4,3,80,1,16,2,3,5,3,0,4 +52,No,Travel_Rarely,1053,Research & Development,1,2,Life Sciences,1,976,4,Male,70,3,4,Manager,4,Married,17099,13829,2,Y,No,15,3,2,80,1,26,2,2,9,8,7,8 +34,No,Travel_Frequently,560,Research & Development,1,4,Other,1,1431,4,Male,91,3,1,Research Scientist,1,Divorced,2996,20284,5,Y,No,14,3,3,80,2,10,2,3,4,3,1,3 +24,Yes,Travel_Rarely,1448,Sales,1,1,Technical Degree,1,554,1,Female,62,3,1,Sales Representative,2,Single,3202,21972,1,Y,Yes,16,3,2,80,0,6,4,3,5,3,1,4 +46,No,Non-Travel,1144,Research & Development,7,4,Medical,1,487,3,Female,30,3,2,Manufacturing Director,3,Married,5258,16044,2,Y,No,14,3,3,80,0,7,2,4,1,0,0,0 +58,Yes,Travel_Rarely,286,Research & Development,2,4,Life Sciences,1,825,4,Male,31,3,5,Research Director,2,Single,19246,25761,7,Y,Yes,12,3,4,80,0,40,2,3,31,15,13,8 +27,No,Travel_Rarely,798,Research & Development,6,4,Medical,1,655,1,Female,66,2,1,Research Scientist,3,Divorced,2187,5013,0,Y,No,12,3,3,80,2,6,5,2,5,3,0,3 +48,No,Travel_Rarely,1236,Research & Development,1,4,Life Sciences,1,664,4,Female,40,2,4,Manager,1,Married,15402,17997,7,Y,No,11,3,1,80,1,21,3,1,3,2,0,2 +38,No,Travel_Rarely,1333,Research & Development,1,3,Technical Degree,1,950,4,Female,80,3,3,Research Director,1,Married,13582,16292,1,Y,No,13,3,2,80,1,15,3,3,15,12,5,11 +34,No,Travel_Rarely,971,Sales,1,3,Technical Degree,1,1535,4,Male,64,2,3,Sales Executive,3,Married,7083,12288,1,Y,Yes,14,3,4,80,0,10,3,3,10,9,8,6 +37,No,Travel_Rarely,1189,Sales,3,3,Life Sciences,1,152,3,Male,87,3,3,Sales Executive,4,Single,7428,14506,2,Y,No,12,3,1,80,0,12,3,3,5,3,1,3 +33,No,Travel_Rarely,147,Research & Development,4,4,Medical,1,305,3,Female,47,2,1,Research Scientist,2,Married,2622,13248,6,Y,No,21,4,4,80,0,7,3,3,3,2,1,1 +29,No,Travel_Rarely,738,Research & Development,9,5,Other,1,455,2,Male,30,2,1,Laboratory Technician,4,Single,3983,7621,0,Y,No,17,3,3,80,0,4,2,3,3,2,2,2 +42,No,Travel_Rarely,1396,Research & Development,6,3,Medical,1,1911,3,Male,83,3,3,Research Director,1,Married,13348,14842,9,Y,No,13,3,2,80,1,18,3,4,13,7,5,7 +34,No,Travel_Frequently,702,Research & Development,16,4,Life Sciences,1,838,3,Female,100,2,1,Research Scientist,4,Single,2553,8306,1,Y,No,16,3,3,80,0,6,3,3,5,2,1,3 +48,Yes,Travel_Rarely,626,Research & Development,1,2,Life Sciences,1,64,1,Male,98,2,3,Laboratory Technician,3,Single,5381,19294,9,Y,Yes,13,3,4,80,0,23,2,3,1,0,0,0 +48,No,Travel_Frequently,365,Research & Development,4,5,Medical,1,1644,3,Male,89,2,4,Manager,4,Married,15202,5602,2,Y,No,25,4,2,80,1,23,3,3,2,2,2,2 +37,No,Travel_Rarely,1305,Research & Development,10,4,Life Sciences,1,518,3,Male,49,3,2,Manufacturing Director,2,Single,4197,21123,2,Y,Yes,12,3,4,80,0,18,2,2,1,0,0,1 +31,No,Travel_Rarely,408,Research & Development,9,4,Life Sciences,1,493,3,Male,42,2,1,Research Scientist,2,Single,2657,7551,0,Y,Yes,16,3,4,80,0,3,5,3,2,2,2,2 +38,No,Travel_Frequently,471,Research & Development,12,3,Life Sciences,1,837,1,Male,45,2,2,Healthcare Representative,1,Divorced,6288,4284,2,Y,No,15,3,3,80,1,13,3,2,4,3,1,2 +32,No,Travel_Rarely,638,Research & Development,8,2,Medical,1,865,3,Female,91,4,2,Research Scientist,3,Married,5175,22162,5,Y,No,12,3,3,80,1,9,3,2,5,3,1,3 +42,No,Travel_Rarely,532,Research & Development,4,2,Technical Degree,1,319,3,Male,58,3,5,Manager,4,Married,19232,4933,1,Y,No,11,3,4,80,0,22,3,3,22,17,11,15 +32,No,Non-Travel,1200,Research & Development,1,4,Technical Degree,1,1574,4,Male,62,3,2,Research Scientist,1,Married,4087,25174,4,Y,No,14,3,2,80,1,9,3,2,6,5,1,2 +49,No,Travel_Frequently,1064,Research & Development,2,1,Life Sciences,1,1941,2,Male,42,3,5,Research Director,4,Married,19161,13738,3,Y,No,15,3,4,80,0,28,3,3,5,4,4,3 +40,No,Travel_Rarely,750,Research & Development,12,3,Life Sciences,1,1829,2,Female,47,3,2,Healthcare Representative,1,Divorced,4448,10748,2,Y,No,12,3,2,80,1,15,3,3,7,4,7,7 +44,Yes,Travel_Rarely,935,Research & Development,3,3,Life Sciences,1,1333,1,Male,89,3,1,Laboratory Technician,1,Married,2362,14669,4,Y,No,12,3,3,80,0,10,4,4,3,2,1,2 +39,No,Travel_Rarely,1462,Sales,6,3,Medical,1,1588,4,Male,38,4,3,Sales Executive,3,Married,8237,4658,2,Y,No,11,3,1,80,1,11,3,3,7,6,7,6 +43,No,Travel_Rarely,782,Research & Development,6,4,Other,1,661,2,Male,50,2,4,Research Director,4,Divorced,16627,2671,4,Y,Yes,14,3,3,80,1,21,3,2,1,0,0,0 +39,No,Travel_Rarely,170,Research & Development,3,2,Medical,1,1627,3,Male,76,2,2,Laboratory Technician,3,Divorced,3069,10302,0,Y,No,15,3,4,80,1,11,3,3,10,8,0,7 +40,No,Non-Travel,1151,Research & Development,9,5,Life Sciences,1,287,4,Male,63,2,2,Healthcare Representative,4,Married,4876,14242,9,Y,No,14,3,4,80,1,5,5,1,3,2,0,2 +35,No,Travel_Rarely,950,Research & Development,7,3,Other,1,845,3,Male,59,3,3,Manufacturing Director,3,Single,10221,18869,3,Y,No,21,4,2,80,0,17,3,4,8,5,1,6 +38,No,Travel_Frequently,888,Human Resources,10,4,Human Resources,1,1563,3,Male,71,3,2,Human Resources,3,Married,6077,14814,3,Y,No,11,3,3,80,0,10,2,3,6,3,1,2 +35,No,Travel_Rarely,1395,Research & Development,9,4,Medical,1,2008,2,Male,48,3,2,Research Scientist,3,Single,5098,18698,1,Y,No,19,3,2,80,0,10,5,3,10,7,0,8 +31,No,Travel_Rarely,1062,Research & Development,24,3,Medical,1,1252,3,Female,96,2,2,Healthcare Representative,1,Single,6812,17198,1,Y,No,19,3,2,80,0,10,2,3,10,9,1,8 +28,Yes,Non-Travel,1366,Research & Development,24,2,Technical Degree,1,1082,2,Male,72,2,3,Healthcare Representative,1,Single,8722,12355,1,Y,No,12,3,1,80,0,10,2,2,10,7,1,9 +47,No,Travel_Rarely,955,Sales,4,2,Life Sciences,1,1003,4,Female,83,3,2,Sales Executive,4,Single,4163,8571,1,Y,Yes,17,3,3,80,0,9,0,3,9,0,0,7 +29,No,Travel_Rarely,332,Human Resources,17,3,Other,1,1419,2,Male,51,2,3,Human Resources,1,Single,7988,9769,1,Y,No,13,3,1,80,0,10,3,2,10,9,0,9 +50,No,Travel_Frequently,1246,Human Resources,3,3,Medical,1,644,1,Male,99,3,5,Manager,2,Married,18200,7999,1,Y,No,11,3,3,80,1,32,2,3,32,5,10,7 +44,No,Travel_Rarely,625,Research & Development,4,3,Medical,1,852,4,Male,50,3,2,Healthcare Representative,2,Single,5933,5197,9,Y,No,12,3,4,80,0,10,2,2,5,2,2,3 +30,No,Non-Travel,1116,Research & Development,2,3,Medical,1,571,3,Female,49,3,1,Laboratory Technician,4,Single,2564,7181,0,Y,No,14,3,3,80,0,12,2,2,11,7,6,7 +32,No,Non-Travel,862,Sales,2,1,Life Sciences,1,1190,3,Female,76,3,1,Sales Representative,1,Divorced,2827,14947,1,Y,No,12,3,3,80,3,1,3,3,1,0,0,0 +29,No,Travel_Rarely,1378,Research & Development,13,2,Other,1,2053,4,Male,46,2,2,Laboratory Technician,2,Married,4025,23679,4,Y,Yes,13,3,1,80,1,10,2,3,4,3,0,3 +22,No,Travel_Rarely,1256,Research & Development,19,1,Medical,1,217,3,Male,80,3,1,Research Scientist,4,Married,2323,11992,1,Y,No,24,4,1,80,2,2,6,3,2,2,2,2 +27,No,Travel_Frequently,1242,Sales,20,3,Life Sciences,1,293,4,Female,90,3,2,Sales Executive,3,Single,9981,12916,1,Y,No,14,3,4,80,0,7,2,3,7,7,0,7 +33,No,Travel_Rarely,832,Research & Development,5,4,Life Sciences,1,338,3,Female,63,2,1,Research Scientist,4,Married,2911,14776,1,Y,No,13,3,3,80,1,2,2,2,2,2,0,2 +34,No,Travel_Rarely,419,Research & Development,7,4,Life Sciences,1,28,1,Female,53,3,3,Research Director,2,Single,11994,21293,0,Y,No,11,3,3,80,0,13,4,3,12,6,2,11 +32,Yes,Travel_Rarely,1089,Research & Development,7,2,Life Sciences,1,1309,4,Male,79,3,2,Laboratory Technician,3,Married,4883,22845,1,Y,No,18,3,1,80,1,10,3,3,10,4,1,1 +35,No,Travel_Rarely,1315,Research & Development,22,3,Life Sciences,1,381,2,Female,71,4,3,Manager,2,Divorced,11996,19100,7,Y,No,18,3,2,80,1,10,6,2,7,7,6,2 +29,No,Travel_Rarely,1246,Sales,19,3,Life Sciences,1,1497,3,Male,77,2,2,Sales Executive,3,Divorced,8620,23757,1,Y,No,14,3,3,80,2,10,3,3,10,7,0,4 +23,No,Travel_Rarely,977,Research & Development,10,3,Technical Degree,1,1592,4,Male,45,4,1,Research Scientist,3,Married,2073,12826,2,Y,No,16,3,4,80,1,4,2,3,2,2,2,2 +34,No,Travel_Rarely,1031,Research & Development,6,4,Life Sciences,1,151,3,Female,45,2,2,Research Scientist,2,Divorced,4505,15000,6,Y,No,15,3,3,80,1,12,3,3,1,0,0,0 +18,No,Non-Travel,287,Research & Development,5,2,Life Sciences,1,1012,2,Male,73,3,1,Research Scientist,4,Single,1051,13493,1,Y,No,15,3,4,80,0,0,2,3,0,0,0,0 +41,No,Non-Travel,256,Sales,10,2,Medical,1,1329,3,Male,40,1,2,Sales Executive,2,Single,6151,22074,1,Y,No,13,3,1,80,0,19,4,3,19,2,11,9 +34,No,Travel_Frequently,735,Research & Development,22,4,Other,1,1932,3,Male,86,2,2,Research Scientist,4,Married,5747,26496,1,Y,Yes,15,3,2,80,0,16,3,3,15,10,6,11 +32,Yes,Travel_Rarely,964,Sales,1,2,Life Sciences,1,1734,1,Male,34,1,2,Sales Executive,2,Single,6735,12147,6,Y,No,15,3,2,80,0,10,2,3,0,0,0,0 +44,No,Travel_Rarely,1459,Research & Development,10,4,Other,1,40,4,Male,41,3,2,Healthcare Representative,4,Married,6465,19121,2,Y,Yes,13,3,4,80,0,9,5,4,4,2,1,3 +35,No,Travel_Frequently,1182,Sales,11,2,Marketing,1,1137,4,Male,54,3,2,Sales Executive,4,Divorced,4968,18500,1,Y,No,11,3,4,80,1,5,3,3,5,2,0,2 +36,No,Travel_Rarely,1299,Research & Development,27,3,Medical,1,13,3,Male,94,3,2,Healthcare Representative,3,Married,5237,16577,6,Y,No,13,3,2,80,2,17,3,2,7,7,7,7 +35,Yes,Travel_Frequently,130,Research & Development,25,4,Life Sciences,1,881,4,Female,96,3,1,Research Scientist,2,Divorced,2022,16612,1,Y,Yes,19,3,1,80,1,10,3,2,10,2,7,8 +36,No,Travel_Rarely,852,Research & Development,5,4,Life Sciences,1,51,2,Female,82,2,1,Research Scientist,1,Married,3419,13072,9,Y,Yes,14,3,4,80,1,6,3,4,1,1,0,0 +31,Yes,Travel_Rarely,542,Sales,20,3,Life Sciences,1,175,2,Female,71,1,2,Sales Executive,3,Married,4559,24788,3,Y,Yes,11,3,3,80,1,4,2,3,2,2,2,2 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 +41,No,Travel_Rarely,1206,Sales,23,2,Life Sciences,1,1678,4,Male,80,3,3,Sales Executive,3,Single,7082,11591,3,Y,Yes,16,3,4,80,0,21,2,3,2,0,0,2 +55,No,Travel_Rarely,452,Research & Development,1,3,Medical,1,374,4,Male,81,3,5,Manager,1,Single,19045,18938,0,Y,Yes,14,3,3,80,0,37,2,3,36,10,4,13 +32,No,Travel_Rarely,824,Research & Development,5,2,Life Sciences,1,1555,4,Female,67,2,2,Research Scientist,2,Married,5878,15624,3,Y,No,12,3,1,80,1,12,2,3,7,1,2,5 +38,No,Travel_Rarely,1321,Sales,1,4,Life Sciences,1,1995,4,Male,86,3,2,Sales Executive,2,Married,4440,7636,0,Y,No,15,3,1,80,2,16,3,3,15,13,5,8 +31,No,Travel_Rarely,326,Sales,8,2,Life Sciences,1,1453,1,Male,31,3,3,Sales Executive,4,Divorced,10793,8386,1,Y,No,18,3,1,80,1,13,5,3,13,7,9,9 +27,No,Travel_Rarely,205,Sales,10,3,Marketing,1,1403,4,Female,98,2,2,Sales Executive,4,Married,5769,7100,1,Y,Yes,11,3,4,80,0,6,3,3,6,2,4,4 +25,No,Travel_Rarely,883,Sales,26,1,Medical,1,781,3,Female,32,3,2,Sales Executive,4,Single,6180,22807,1,Y,No,23,4,2,80,0,6,5,2,6,5,1,4 +34,No,Travel_Rarely,1400,Sales,9,1,Life Sciences,1,1163,2,Female,70,3,2,Sales Executive,3,Married,5714,5829,1,Y,No,20,4,1,80,0,6,3,2,6,5,1,3 +34,No,Travel_Rarely,665,Research & Development,6,4,Other,1,138,1,Female,41,3,2,Research Scientist,3,Single,4809,12482,1,Y,No,14,3,3,80,0,16,3,3,16,13,2,10 +40,No,Travel_Rarely,555,Research & Development,2,3,Medical,1,521,2,Female,78,2,2,Laboratory Technician,3,Married,3448,13436,6,Y,No,22,4,2,80,1,20,3,3,1,0,0,0 +26,No,Travel_Rarely,1066,Research & Development,2,2,Medical,1,1018,4,Male,32,4,2,Manufacturing Director,4,Married,5472,3334,1,Y,No,12,3,2,80,0,8,2,3,8,7,1,3 +34,No,Travel_Rarely,204,Sales,14,3,Technical Degree,1,666,3,Female,31,3,1,Sales Representative,3,Divorced,2579,2912,1,Y,Yes,18,3,4,80,2,8,3,3,8,2,0,6 +53,No,Travel_Rarely,970,Research & Development,7,3,Life Sciences,1,730,3,Male,59,4,4,Research Director,3,Married,14814,13514,3,Y,No,19,3,3,80,0,32,3,3,5,1,1,3 +41,No,Travel_Rarely,582,Research & Development,28,4,Life Sciences,1,2034,1,Female,60,2,4,Manufacturing Director,2,Married,13570,5640,0,Y,No,23,4,3,80,1,21,3,3,20,7,0,10 +35,No,Travel_Rarely,682,Sales,18,4,Medical,1,1945,2,Male,71,3,2,Sales Executive,1,Married,5561,15975,0,Y,No,16,3,4,80,1,6,2,1,5,3,0,4 +51,No,Travel_Rarely,1169,Research & Development,7,4,Medical,1,211,2,Male,34,2,2,Manufacturing Director,3,Married,6132,13983,2,Y,No,17,3,3,80,0,10,2,3,1,0,0,0 +37,No,Travel_Rarely,124,Research & Development,3,3,Other,1,1062,4,Female,35,3,2,Healthcare Representative,2,Single,4107,13848,3,Y,No,15,3,1,80,0,8,3,2,4,3,0,1 +53,No,Travel_Frequently,124,Sales,2,3,Marketing,1,1050,3,Female,38,2,3,Sales Executive,2,Married,7525,23537,2,Y,No,12,3,1,80,1,30,2,3,15,7,6,12 +50,Yes,Travel_Rarely,869,Sales,3,2,Marketing,1,47,1,Male,86,2,1,Sales Representative,3,Married,2683,3810,1,Y,Yes,14,3,3,80,0,3,2,3,3,2,0,2 +36,No,Travel_Rarely,796,Research & Development,12,5,Medical,1,1073,4,Female,51,2,3,Manufacturing Director,4,Single,8858,15669,0,Y,No,11,3,2,80,0,15,2,2,14,8,7,8 +32,No,Travel_Rarely,128,Research & Development,2,1,Technical Degree,1,362,4,Male,84,2,2,Laboratory Technician,1,Single,2176,19737,4,Y,No,13,3,4,80,0,9,5,3,6,2,0,4 +27,No,Non-Travel,210,Sales,1,1,Marketing,1,449,3,Male,73,3,2,Sales Executive,2,Married,6349,22107,0,Y,Yes,13,3,4,80,1,6,0,3,5,4,1,4 +38,No,Travel_Frequently,1490,Research & Development,2,2,Life Sciences,1,556,4,Male,42,3,1,Laboratory Technician,4,Married,1702,12106,1,Y,Yes,23,4,3,80,1,1,3,3,1,0,0,0 +52,No,Travel_Rarely,1490,Research & Development,4,2,Life Sciences,1,546,4,Female,30,3,4,Manager,4,Married,16555,10310,2,Y,No,13,3,4,80,0,31,2,1,5,2,1,4 +42,No,Travel_Rarely,1059,Research & Development,9,2,Other,1,1595,4,Male,93,2,5,Manager,4,Single,19613,26362,8,Y,No,22,4,4,80,0,24,2,3,1,0,0,1 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/test_current.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/test_current.csv new file mode 100644 index 0000000000000000000000000000000000000000..54415cd6764e27bb6fefddbd4c9be7e31ad2dda6 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/test_current.csv @@ -0,0 +1,6 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +28,Yes,Travel_Rarely,1157,Research & Development,2,4,Medical,1,440,1,Male,84,1,1,Research Scientist,4,Married,3464,24737,5,Y,Yes,13,3,4,80,0,5,4,2,3,2,2,2 +24,Yes,Travel_Rarely,813,Research & Development,1,3,Medical,1,45,2,Male,61,3,1,Research Scientist,4,Married,2293,3020,2,Y,Yes,16,3,1,80,1,6,2,2,2,0,2,0 +29,Yes,Travel_Rarely,1092,Research & Development,1,4,Medical,1,2027,1,Male,36,3,1,Research Scientist,4,Married,4787,26124,9,Y,Yes,14,3,2,80,3,4,3,4,2,2,2,2 +20,Yes,Travel_Rarely,1362,Research & Development,10,1,Medical,1,701,4,Male,32,3,1,Research Scientist,3,Single,1009,26999,1,Y,Yes,11,3,4,80,0,1,5,3,1,0,1,1 +22,Yes,Travel_Rarely,391,Research & Development,7,1,Life Sciences,1,1878,4,Male,75,3,1,Research Scientist,2,Single,2472,26092,1,Y,Yes,23,4,1,80,0,1,2,3,1,0,0,0 diff --git a/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/train.csv b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..fdbbed5e0bb33f56284e8d31ee782d73f30727a6 --- /dev/null +++ b/ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/train.csv @@ -0,0 +1,1271 @@ +Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager +41,Yes,Travel_Rarely,1102,Sales,1,2,Life Sciences,1,1,2,Female,94,3,2,Sales Executive,4,Single,5993,19479,8,Y,Yes,11,3,1,80,0,8,0,1,6,4,0,5 +49,No,Travel_Frequently,279,Research & Development,8,1,Life Sciences,1,2,3,Male,61,2,2,Research Scientist,2,Married,5130,24907,1,Y,No,23,4,4,80,1,10,3,3,10,7,1,7 +37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0 +27,No,Travel_Rarely,591,Research & Development,2,1,Medical,1,7,1,Male,40,3,1,Laboratory Technician,2,Married,3468,16632,9,Y,No,12,3,4,80,1,6,3,3,2,2,2,2 +32,No,Travel_Frequently,1005,Research & Development,2,2,Life Sciences,1,8,4,Male,79,3,1,Laboratory Technician,4,Single,3068,11864,0,Y,No,13,3,3,80,0,8,2,2,7,7,3,6 +59,No,Travel_Rarely,1324,Research & Development,3,3,Medical,1,10,3,Female,81,4,1,Laboratory Technician,1,Married,2670,9964,4,Y,Yes,20,4,1,80,3,12,3,2,1,0,0,0 +30,No,Travel_Rarely,1358,Research & Development,24,1,Life Sciences,1,11,4,Male,67,3,1,Laboratory Technician,3,Divorced,2693,13335,1,Y,No,22,4,2,80,1,1,2,3,1,0,0,0 +38,No,Travel_Frequently,216,Research & Development,23,3,Life Sciences,1,12,4,Male,44,2,3,Manufacturing Director,3,Single,9526,8787,0,Y,No,21,4,2,80,0,10,2,3,9,7,1,8 +35,No,Travel_Rarely,809,Research & Development,16,3,Medical,1,14,1,Male,84,4,1,Laboratory Technician,2,Married,2426,16479,0,Y,No,13,3,3,80,1,6,5,3,5,4,0,3 +29,No,Travel_Rarely,153,Research & Development,15,2,Life Sciences,1,15,4,Female,49,2,2,Laboratory Technician,3,Single,4193,12682,0,Y,Yes,12,3,4,80,0,10,3,3,9,5,0,8 +31,No,Travel_Rarely,670,Research & Development,26,1,Life Sciences,1,16,1,Male,31,3,1,Research Scientist,3,Divorced,2911,15170,1,Y,No,17,3,4,80,1,5,1,2,5,2,4,3 +34,No,Travel_Rarely,1346,Research & Development,19,2,Medical,1,18,2,Male,93,3,1,Laboratory Technician,4,Divorced,2661,8758,0,Y,No,11,3,3,80,1,3,2,3,2,2,1,2 +28,Yes,Travel_Rarely,103,Research & Development,24,3,Life Sciences,1,19,3,Male,50,2,1,Laboratory Technician,3,Single,2028,12947,5,Y,Yes,14,3,2,80,0,6,4,3,4,2,0,3 +29,No,Travel_Rarely,1389,Research & Development,21,4,Life Sciences,1,20,2,Female,51,4,3,Manufacturing Director,1,Divorced,9980,10195,1,Y,No,11,3,3,80,1,10,1,3,10,9,8,8 +32,No,Travel_Rarely,334,Research & Development,5,2,Life Sciences,1,21,1,Male,80,4,1,Research Scientist,2,Divorced,3298,15053,0,Y,Yes,12,3,4,80,2,7,5,2,6,2,0,5 +22,No,Non-Travel,1123,Research & Development,16,2,Medical,1,22,4,Male,96,4,1,Laboratory Technician,4,Divorced,2935,7324,1,Y,Yes,13,3,2,80,2,1,2,2,1,0,0,0 +53,No,Travel_Rarely,1219,Sales,2,4,Life Sciences,1,23,1,Female,78,2,4,Manager,4,Married,15427,22021,2,Y,No,16,3,3,80,0,31,3,3,25,8,3,7 +38,No,Travel_Rarely,371,Research & Development,2,3,Life Sciences,1,24,4,Male,45,3,1,Research Scientist,4,Single,3944,4306,5,Y,Yes,11,3,3,80,0,6,3,3,3,2,1,2 +24,No,Non-Travel,673,Research & Development,11,2,Other,1,26,1,Female,96,4,2,Manufacturing Director,3,Divorced,4011,8232,0,Y,No,18,3,4,80,1,5,5,2,4,2,1,3 +36,Yes,Travel_Rarely,1218,Sales,9,4,Life Sciences,1,27,3,Male,82,2,1,Sales Representative,1,Single,3407,6986,7,Y,No,23,4,2,80,0,10,4,3,5,3,0,3 +21,No,Travel_Rarely,391,Research & Development,15,2,Life Sciences,1,30,3,Male,96,3,1,Research Scientist,4,Single,1232,19281,1,Y,No,14,3,4,80,0,0,6,3,0,0,0,0 +34,Yes,Travel_Rarely,699,Research & Development,6,1,Medical,1,31,2,Male,83,3,1,Research Scientist,1,Single,2960,17102,2,Y,No,11,3,3,80,0,8,2,3,4,2,1,3 +53,No,Travel_Rarely,1282,Research & Development,5,3,Other,1,32,3,Female,58,3,5,Manager,3,Divorced,19094,10735,4,Y,No,11,3,4,80,1,26,3,2,14,13,4,8 +32,Yes,Travel_Frequently,1125,Research & Development,16,1,Life Sciences,1,33,2,Female,72,1,1,Research Scientist,1,Single,3919,4681,1,Y,Yes,22,4,2,80,0,10,5,3,10,2,6,7 +44,No,Travel_Rarely,477,Research & Development,7,4,Medical,1,36,1,Female,42,2,3,Healthcare Representative,4,Married,10248,2094,3,Y,No,14,3,4,80,1,24,4,3,22,6,5,17 +46,No,Travel_Rarely,705,Sales,2,4,Marketing,1,38,2,Female,83,3,5,Manager,1,Single,18947,22822,3,Y,No,12,3,4,80,0,22,2,2,2,2,2,1 +33,No,Travel_Rarely,924,Research & Development,2,3,Medical,1,39,3,Male,78,3,1,Laboratory Technician,4,Single,2496,6670,4,Y,No,11,3,4,80,0,7,3,3,1,1,0,0 +30,No,Travel_Rarely,125,Research & Development,9,2,Medical,1,41,4,Male,83,2,1,Laboratory Technician,3,Single,2206,16117,1,Y,No,13,3,1,80,0,10,5,3,10,0,1,8 +39,Yes,Travel_Rarely,895,Sales,5,3,Technical Degree,1,42,4,Male,56,3,2,Sales Representative,4,Married,2086,3335,3,Y,No,14,3,3,80,1,19,6,4,1,0,0,0 +43,No,Travel_Rarely,1273,Research & Development,2,2,Medical,1,46,4,Female,72,4,1,Research Scientist,3,Divorced,2645,21923,1,Y,No,12,3,4,80,2,6,3,2,5,3,1,4 +35,No,Travel_Rarely,890,Sales,2,3,Marketing,1,49,4,Female,97,3,1,Sales Representative,4,Married,2014,9687,1,Y,No,13,3,1,80,0,2,3,3,2,2,2,2 +33,No,Travel_Frequently,1141,Sales,1,3,Life Sciences,1,52,3,Female,42,4,2,Sales Executive,1,Married,5376,3193,2,Y,No,19,3,1,80,2,10,3,3,5,3,1,3 +35,No,Travel_Rarely,464,Research & Development,4,2,Other,1,53,3,Male,75,3,1,Laboratory Technician,4,Divorced,1951,10910,1,Y,No,12,3,3,80,1,1,3,3,1,0,0,0 +27,No,Travel_Rarely,1240,Research & Development,2,4,Life Sciences,1,54,4,Female,33,3,1,Laboratory Technician,1,Divorced,2341,19715,1,Y,No,13,3,4,80,1,1,6,3,1,0,0,0 +26,Yes,Travel_Rarely,1357,Research & Development,25,3,Life Sciences,1,55,1,Male,48,1,1,Laboratory Technician,3,Single,2293,10558,1,Y,No,12,3,3,80,0,1,2,2,1,0,0,1 +27,No,Travel_Frequently,994,Sales,8,3,Life Sciences,1,56,4,Male,37,3,3,Sales Executive,3,Single,8726,2975,1,Y,No,15,3,4,80,0,9,0,3,9,8,1,7 +30,No,Travel_Frequently,721,Research & Development,1,2,Medical,1,57,3,Female,58,3,2,Laboratory Technician,4,Single,4011,10781,1,Y,No,23,4,4,80,0,12,2,3,12,8,3,7 +41,Yes,Travel_Rarely,1360,Research & Development,12,3,Technical Degree,1,58,2,Female,49,3,5,Research Director,3,Married,19545,16280,1,Y,No,12,3,4,80,0,23,0,3,22,15,15,8 +34,No,Non-Travel,1065,Sales,23,4,Marketing,1,60,2,Male,72,3,2,Sales Executive,3,Single,4568,10034,0,Y,No,20,4,3,80,0,10,2,3,9,5,8,7 +37,No,Travel_Rarely,408,Research & Development,19,2,Life Sciences,1,61,2,Male,73,3,1,Research Scientist,2,Married,3022,10227,4,Y,No,21,4,1,80,0,8,1,3,1,0,0,0 +46,No,Travel_Frequently,1211,Sales,5,4,Marketing,1,62,1,Male,98,3,2,Sales Executive,4,Single,5772,20445,4,Y,Yes,21,4,3,80,0,14,4,3,9,6,0,8 +35,No,Travel_Rarely,1229,Research & Development,8,1,Life Sciences,1,63,4,Male,36,4,1,Laboratory Technician,4,Married,2269,4892,1,Y,No,19,3,4,80,0,1,2,3,1,0,0,1 +28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2 +35,No,Non-Travel,1097,Research & Development,11,2,Medical,1,70,3,Male,79,2,3,Healthcare Representative,1,Married,9884,8302,2,Y,Yes,13,3,3,80,1,10,3,3,4,0,2,3 +26,No,Travel_Rarely,1443,Sales,23,3,Marketing,1,72,3,Female,47,2,2,Sales Executive,4,Married,4157,21436,7,Y,Yes,19,3,3,80,1,5,2,2,2,2,0,0 +33,No,Travel_Frequently,515,Research & Development,1,2,Life Sciences,1,73,1,Female,98,3,3,Research Director,4,Single,13458,15146,1,Y,Yes,12,3,3,80,0,15,1,3,15,14,8,12 +35,No,Travel_Rarely,1142,Research & Development,23,4,Medical,1,75,3,Female,30,3,1,Laboratory Technician,1,Married,4014,16002,3,Y,Yes,15,3,3,80,1,4,3,3,2,2,2,2 +31,No,Travel_Rarely,655,Research & Development,7,4,Life Sciences,1,76,4,Male,48,3,2,Laboratory Technician,4,Divorced,5915,9528,3,Y,No,22,4,4,80,1,10,3,2,7,7,1,7 +37,No,Travel_Rarely,1115,Research & Development,1,4,Life Sciences,1,77,1,Male,51,2,2,Manufacturing Director,3,Divorced,5993,2689,1,Y,No,18,3,3,80,1,7,2,4,7,5,0,7 +32,No,Travel_Rarely,427,Research & Development,1,3,Medical,1,78,1,Male,33,3,2,Manufacturing Director,4,Married,6162,10877,1,Y,Yes,22,4,2,80,1,9,3,3,9,8,7,8 +38,No,Travel_Frequently,653,Research & Development,29,5,Life Sciences,1,79,4,Female,50,3,2,Laboratory Technician,4,Single,2406,5456,1,Y,No,11,3,4,80,0,10,2,3,10,3,9,9 +50,No,Travel_Rarely,989,Research & Development,7,2,Medical,1,80,2,Female,43,2,5,Research Director,3,Divorced,18740,16701,5,Y,Yes,12,3,4,80,1,29,2,2,27,3,13,8 +59,No,Travel_Rarely,1435,Sales,25,3,Life Sciences,1,81,1,Female,99,3,3,Sales Executive,1,Single,7637,2354,7,Y,No,11,3,4,80,0,28,3,2,21,16,7,9 +36,No,Travel_Rarely,1223,Research & Development,8,3,Technical Degree,1,83,3,Female,59,3,3,Healthcare Representative,3,Divorced,10096,8202,1,Y,No,13,3,2,80,3,17,2,3,17,14,12,8 +55,No,Travel_Rarely,836,Research & Development,8,3,Medical,1,84,4,Female,33,3,4,Manager,3,Divorced,14756,19730,2,Y,Yes,14,3,3,80,3,21,2,3,5,0,0,2 +36,No,Travel_Frequently,1195,Research & Development,11,3,Life Sciences,1,85,2,Male,95,2,2,Manufacturing Director,2,Single,6499,22656,1,Y,No,13,3,3,80,0,6,3,3,6,5,0,3 +45,No,Travel_Rarely,1339,Research & Development,7,3,Life Sciences,1,86,2,Male,59,3,3,Research Scientist,1,Divorced,9724,18787,2,Y,No,17,3,3,80,1,25,2,3,1,0,0,0 +35,No,Travel_Frequently,664,Research & Development,1,3,Medical,1,88,2,Male,79,3,1,Research Scientist,1,Married,2194,5868,4,Y,No,13,3,4,80,1,5,2,2,3,2,1,2 +36,Yes,Travel_Rarely,318,Research & Development,9,3,Medical,1,90,4,Male,79,2,1,Research Scientist,3,Married,3388,21777,0,Y,Yes,17,3,1,80,1,2,0,2,1,0,0,0 +59,No,Travel_Frequently,1225,Sales,1,1,Life Sciences,1,91,1,Female,57,2,2,Sales Executive,3,Single,5473,24668,7,Y,No,11,3,4,80,0,20,2,2,4,3,1,3 +29,No,Travel_Rarely,1328,Research & Development,2,3,Life Sciences,1,94,3,Male,76,3,1,Research Scientist,2,Married,2703,4956,0,Y,No,23,4,4,80,1,6,3,3,5,4,0,4 +31,No,Travel_Rarely,1082,Research & Development,1,4,Medical,1,95,3,Male,87,3,1,Research Scientist,2,Single,2501,18775,1,Y,No,17,3,2,80,0,1,4,3,1,1,1,0 +32,No,Travel_Rarely,548,Research & Development,1,3,Life Sciences,1,96,2,Male,66,3,2,Research Scientist,2,Married,6220,7346,1,Y,No,17,3,2,80,2,10,3,3,10,4,0,9 +36,No,Travel_Rarely,132,Research & Development,6,3,Life Sciences,1,97,2,Female,55,4,1,Laboratory Technician,4,Married,3038,22002,3,Y,No,12,3,2,80,0,5,3,3,1,0,0,0 +35,No,Travel_Rarely,776,Sales,1,4,Marketing,1,100,3,Male,32,2,2,Sales Executive,1,Single,4312,23016,0,Y,No,14,3,2,80,0,16,2,3,15,13,2,8 +45,No,Travel_Rarely,193,Research & Development,6,4,Other,1,101,4,Male,52,3,3,Research Director,1,Married,13245,15067,4,Y,Yes,14,3,2,80,0,17,3,4,0,0,0,0 +46,No,Travel_Rarely,945,Human Resources,5,2,Medical,1,103,2,Male,80,3,2,Human Resources,2,Divorced,5021,10425,8,Y,Yes,22,4,4,80,1,16,2,3,4,2,0,2 +30,No,Travel_Rarely,852,Research & Development,1,1,Life Sciences,1,104,4,Male,55,2,2,Laboratory Technician,4,Married,5126,15998,1,Y,Yes,12,3,3,80,2,10,1,2,10,8,3,0 +35,No,Travel_Rarely,1214,Research & Development,1,3,Medical,1,105,2,Male,30,2,1,Research Scientist,3,Single,2859,26278,1,Y,No,18,3,1,80,0,6,3,3,6,4,0,4 +55,No,Travel_Rarely,111,Sales,1,2,Life Sciences,1,106,1,Male,70,3,3,Sales Executive,4,Married,10239,18092,3,Y,No,14,3,4,80,1,24,4,3,1,0,1,0 +38,No,Non-Travel,573,Research & Development,6,3,Medical,1,107,2,Female,79,1,2,Research Scientist,4,Divorced,5329,15717,7,Y,Yes,12,3,4,80,3,17,3,3,13,11,1,9 +56,No,Travel_Rarely,1400,Research & Development,7,3,Life Sciences,1,112,4,Male,49,1,3,Manufacturing Director,4,Single,7260,21698,4,Y,No,11,3,1,80,0,37,3,2,6,4,0,2 +23,No,Travel_Rarely,541,Sales,2,1,Technical Degree,1,113,3,Male,62,3,1,Sales Representative,1,Divorced,2322,9518,3,Y,No,13,3,3,80,1,3,3,3,0,0,0,0 +51,No,Travel_Rarely,432,Research & Development,9,4,Life Sciences,1,116,4,Male,96,3,1,Laboratory Technician,4,Married,2075,18725,3,Y,No,23,4,2,80,2,10,4,3,4,2,0,3 +30,No,Travel_Rarely,288,Research & Development,2,3,Life Sciences,1,117,3,Male,99,2,2,Healthcare Representative,4,Married,4152,15830,1,Y,No,19,3,1,80,3,11,3,3,11,10,10,8 +46,Yes,Travel_Rarely,669,Sales,9,2,Medical,1,118,3,Male,64,2,3,Sales Executive,4,Single,9619,13596,1,Y,No,16,3,4,80,0,9,3,3,9,8,4,7 +40,No,Travel_Frequently,530,Research & Development,1,4,Life Sciences,1,119,3,Male,78,2,4,Healthcare Representative,2,Married,13503,14115,1,Y,No,22,4,4,80,1,22,3,2,22,3,11,11 +51,No,Travel_Rarely,632,Sales,21,4,Marketing,1,120,3,Male,71,3,2,Sales Executive,4,Single,5441,8423,0,Y,Yes,22,4,4,80,0,11,2,1,10,7,1,0 +30,No,Travel_Rarely,1334,Sales,4,2,Medical,1,121,3,Female,63,2,2,Sales Executive,2,Divorced,5209,19760,1,Y,Yes,12,3,2,80,3,11,4,2,11,8,2,7 +46,No,Travel_Frequently,638,Research & Development,1,3,Medical,1,124,3,Male,40,2,3,Healthcare Representative,1,Married,10673,3142,2,Y,Yes,13,3,3,80,1,21,5,2,10,9,9,5 +32,No,Travel_Rarely,1093,Sales,6,4,Medical,1,125,2,Male,87,3,2,Sales Executive,3,Single,5010,24301,1,Y,No,16,3,1,80,0,12,0,3,11,8,5,7 +54,No,Travel_Rarely,1217,Research & Development,2,4,Technical Degree,1,126,1,Female,60,3,3,Research Director,3,Married,13549,24001,9,Y,No,12,3,1,80,1,16,5,1,4,3,0,3 +24,No,Travel_Rarely,1353,Sales,3,2,Other,1,128,1,Female,33,3,2,Sales Executive,3,Married,4999,17519,0,Y,No,21,4,1,80,1,4,2,2,3,2,0,2 +28,No,Non-Travel,120,Sales,4,3,Medical,1,129,2,Male,43,3,2,Sales Executive,3,Married,4221,8863,1,Y,No,15,3,2,80,0,5,3,4,5,4,0,4 +58,No,Travel_Rarely,682,Sales,10,4,Medical,1,131,4,Male,37,3,4,Sales Executive,3,Single,13872,24409,0,Y,No,13,3,3,80,0,38,1,2,37,10,1,8 +44,No,Non-Travel,489,Research & Development,23,3,Medical,1,132,2,Male,67,3,2,Laboratory Technician,2,Married,2042,25043,4,Y,No,12,3,3,80,1,17,3,4,3,2,1,2 +37,Yes,Travel_Rarely,807,Human Resources,6,4,Human Resources,1,133,3,Male,63,3,1,Human Resources,1,Divorced,2073,23648,4,Y,Yes,22,4,4,80,0,7,3,3,3,2,0,2 +32,No,Travel_Rarely,827,Research & Development,1,1,Life Sciences,1,134,4,Male,71,3,1,Research Scientist,1,Single,2956,15178,1,Y,No,13,3,4,80,0,1,2,3,1,0,0,0 +20,Yes,Travel_Frequently,871,Research & Development,6,3,Life Sciences,1,137,4,Female,66,2,1,Laboratory Technician,4,Single,2926,19783,1,Y,Yes,18,3,2,80,0,1,5,3,1,0,1,0 +37,No,Non-Travel,1040,Research & Development,2,2,Life Sciences,1,139,3,Male,100,2,2,Healthcare Representative,4,Divorced,5163,15850,5,Y,No,14,3,4,80,1,17,2,4,1,0,0,0 +59,No,Non-Travel,1420,Human Resources,2,4,Human Resources,1,140,3,Female,32,2,5,Manager,4,Married,18844,21922,9,Y,No,21,4,4,80,1,30,3,3,3,2,2,2 +25,Yes,Travel_Rarely,240,Sales,5,3,Marketing,1,142,3,Male,46,2,2,Sales Executive,3,Single,5744,26959,1,Y,Yes,11,3,4,80,0,6,1,3,6,4,0,3 +25,No,Travel_Rarely,1280,Research & Development,7,1,Medical,1,143,4,Male,64,2,1,Research Scientist,4,Married,2889,26897,1,Y,No,11,3,3,80,2,2,2,3,2,2,2,1 +22,No,Travel_Rarely,534,Research & Development,15,3,Medical,1,144,2,Female,59,3,1,Laboratory Technician,4,Single,2871,23785,1,Y,No,15,3,3,80,0,1,5,3,0,0,0,0 +51,No,Travel_Frequently,1456,Research & Development,1,4,Medical,1,145,1,Female,30,2,3,Healthcare Representative,1,Single,7484,25796,3,Y,No,20,4,3,80,0,23,1,2,13,12,12,8 +34,Yes,Travel_Frequently,658,Research & Development,7,3,Life Sciences,1,147,1,Male,66,1,2,Laboratory Technician,3,Single,6074,22887,1,Y,Yes,24,4,4,80,0,9,3,3,9,7,0,6 +54,No,Non-Travel,142,Human Resources,26,3,Human Resources,1,148,4,Female,30,4,4,Manager,4,Single,17328,13871,2,Y,Yes,12,3,3,80,0,23,3,3,5,3,4,4 +34,No,Travel_Rarely,1354,Research & Development,5,3,Medical,1,153,3,Female,45,2,3,Manager,1,Single,11631,5615,2,Y,No,12,3,4,80,0,14,6,3,11,10,5,8 +36,No,Travel_Frequently,1467,Sales,11,2,Technical Degree,1,154,2,Female,92,3,3,Sales Executive,4,Married,9738,22952,0,Y,No,14,3,3,80,1,10,6,3,9,7,2,8 +36,No,Travel_Rarely,922,Research & Development,3,2,Life Sciences,1,155,1,Female,39,3,1,Laboratory Technician,4,Divorced,2835,2561,5,Y,No,22,4,1,80,1,7,2,3,1,0,0,0 +43,No,Travel_Frequently,394,Sales,26,2,Life Sciences,1,158,3,Male,92,3,4,Manager,4,Married,16959,19494,1,Y,Yes,12,3,4,80,2,25,3,4,25,12,4,12 +30,No,Travel_Frequently,1312,Research & Development,23,3,Life Sciences,1,159,1,Male,96,1,1,Research Scientist,3,Divorced,2613,22310,1,Y,No,25,4,3,80,3,10,2,2,10,7,0,9 +33,No,Non-Travel,750,Sales,22,2,Marketing,1,160,3,Male,95,3,2,Sales Executive,2,Married,6146,15480,0,Y,No,13,3,1,80,1,8,2,4,7,7,0,7 +56,Yes,Travel_Rarely,441,Research & Development,14,4,Life Sciences,1,161,2,Female,72,3,1,Research Scientist,2,Married,4963,4510,9,Y,Yes,18,3,1,80,3,7,2,3,5,4,4,3 +51,No,Travel_Rarely,684,Research & Development,6,3,Life Sciences,1,162,1,Male,51,3,5,Research Director,3,Single,19537,6462,7,Y,No,13,3,3,80,0,23,5,3,20,18,15,15 +31,Yes,Travel_Rarely,249,Sales,6,4,Life Sciences,1,163,2,Male,76,1,2,Sales Executive,3,Married,6172,20739,4,Y,Yes,18,3,2,80,0,12,3,2,7,7,7,7 +26,No,Travel_Rarely,841,Research & Development,6,3,Other,1,164,3,Female,46,2,1,Research Scientist,2,Married,2368,23300,1,Y,No,19,3,3,80,0,5,3,2,5,4,4,3 +58,Yes,Travel_Rarely,147,Research & Development,23,4,Medical,1,165,4,Female,94,3,3,Healthcare Representative,4,Married,10312,3465,1,Y,No,12,3,4,80,1,40,3,2,40,10,15,6 +19,Yes,Travel_Rarely,528,Sales,22,1,Marketing,1,167,4,Male,50,3,1,Sales Representative,3,Single,1675,26820,1,Y,Yes,19,3,4,80,0,0,2,2,0,0,0,0 +22,No,Travel_Rarely,594,Research & Development,2,1,Technical Degree,1,169,3,Male,100,3,1,Laboratory Technician,4,Married,2523,19299,0,Y,No,14,3,3,80,1,3,2,3,2,1,2,1 +49,No,Travel_Rarely,470,Research & Development,20,4,Medical,1,170,3,Female,96,3,2,Manufacturing Director,1,Married,6567,5549,1,Y,No,14,3,3,80,0,16,2,2,15,11,5,11 +43,No,Travel_Frequently,957,Research & Development,28,3,Medical,1,171,2,Female,72,4,1,Research Scientist,3,Single,4739,16090,4,Y,No,12,3,4,80,0,18,2,3,3,2,1,2 +50,No,Travel_Frequently,809,Sales,12,3,Marketing,1,174,3,Female,77,3,3,Sales Executive,4,Single,9208,6645,4,Y,No,11,3,4,80,0,16,3,3,2,2,2,1 +41,No,Travel_Rarely,802,Sales,9,1,Life Sciences,1,176,3,Male,96,3,3,Sales Executive,3,Divorced,8189,21196,3,Y,Yes,13,3,3,80,1,12,2,3,9,7,0,7 +26,No,Travel_Rarely,1355,Human Resources,25,1,Life Sciences,1,177,3,Female,61,3,1,Human Resources,3,Married,2942,8916,1,Y,No,23,4,4,80,1,8,3,3,8,7,5,7 +36,No,Travel_Rarely,216,Research & Development,6,2,Medical,1,178,2,Male,84,3,2,Manufacturing Director,2,Divorced,4941,2819,6,Y,No,20,4,4,80,2,7,0,3,3,2,0,1 +51,Yes,Travel_Frequently,1150,Research & Development,8,4,Life Sciences,1,179,1,Male,53,1,3,Manufacturing Director,4,Single,10650,25150,2,Y,No,15,3,4,80,0,18,2,3,4,2,0,3 +39,No,Travel_Rarely,1329,Sales,4,4,Life Sciences,1,182,4,Female,47,2,2,Sales Executive,3,Married,5902,14590,4,Y,No,14,3,3,80,1,17,1,4,15,11,5,9 +25,No,Travel_Rarely,959,Sales,28,3,Life Sciences,1,183,1,Male,41,2,2,Sales Executive,3,Married,8639,24835,2,Y,No,18,3,4,80,0,6,3,3,2,2,2,2 +30,No,Travel_Rarely,1240,Human Resources,9,3,Human Resources,1,184,3,Male,48,3,2,Human Resources,4,Married,6347,13982,0,Y,Yes,19,3,4,80,0,12,2,1,11,9,4,7 +32,Yes,Travel_Rarely,1033,Research & Development,9,3,Medical,1,190,1,Female,41,3,1,Laboratory Technician,1,Single,4200,10224,7,Y,No,22,4,1,80,0,10,2,4,5,4,0,4 +38,No,Travel_Rarely,364,Research & Development,3,5,Technical Degree,1,193,4,Female,32,3,2,Research Scientist,3,Single,4317,2302,3,Y,Yes,20,4,2,80,0,19,2,3,3,2,2,2 +30,No,Travel_Rarely,438,Research & Development,18,3,Life Sciences,1,194,1,Female,75,3,1,Research Scientist,3,Single,2632,23910,1,Y,No,14,3,3,80,0,5,4,2,5,4,0,4 +32,No,Travel_Frequently,689,Sales,9,2,Medical,1,195,4,Male,35,1,2,Sales Executive,4,Divorced,4668,22812,0,Y,No,17,3,4,80,3,9,2,4,8,7,0,7 +30,No,Travel_Rarely,201,Research & Development,5,3,Technical Degree,1,197,4,Female,84,3,1,Research Scientist,1,Divorced,3204,10415,5,Y,No,14,3,4,80,1,8,3,3,3,2,2,2 +30,No,Travel_Rarely,1427,Research & Development,2,1,Medical,1,198,2,Male,35,2,1,Laboratory Technician,4,Single,2720,11162,0,Y,No,13,3,4,80,0,6,3,3,5,3,1,2 +41,No,Travel_Frequently,857,Research & Development,10,3,Life Sciences,1,199,4,Male,91,2,4,Manager,1,Divorced,17181,12888,4,Y,No,13,3,2,80,1,21,2,2,7,6,7,7 +41,No,Travel_Rarely,933,Research & Development,9,4,Life Sciences,1,200,3,Male,94,3,1,Laboratory Technician,1,Married,2238,6961,2,Y,No,21,4,4,80,1,7,2,3,5,0,1,4 +19,No,Travel_Rarely,1181,Research & Development,3,1,Medical,1,201,2,Female,79,3,1,Laboratory Technician,2,Single,1483,16102,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +40,No,Travel_Frequently,1395,Research & Development,26,3,Medical,1,202,2,Female,54,3,2,Research Scientist,2,Divorced,5605,8504,1,Y,No,11,3,1,80,1,20,2,3,20,7,2,13 +35,No,Travel_Rarely,662,Sales,1,5,Marketing,1,204,3,Male,94,3,3,Sales Executive,2,Married,7295,11439,1,Y,No,13,3,1,80,2,10,3,3,10,8,0,6 +53,No,Travel_Rarely,1436,Sales,6,2,Marketing,1,205,2,Male,34,3,2,Sales Representative,3,Married,2306,16047,2,Y,Yes,20,4,4,80,1,13,3,1,7,7,4,5 +45,No,Travel_Rarely,194,Research & Development,9,3,Life Sciences,1,206,2,Male,60,3,2,Laboratory Technician,2,Divorced,2348,10901,8,Y,No,18,3,3,80,1,20,2,1,17,9,0,15 +29,No,Non-Travel,1496,Research & Development,1,1,Technical Degree,1,208,4,Male,41,3,2,Manufacturing Director,3,Married,4319,26283,1,Y,No,13,3,1,80,1,10,1,3,10,7,0,9 +40,No,Travel_Rarely,630,Sales,4,4,Marketing,1,215,3,Male,67,2,3,Sales Executive,4,Married,10855,8552,7,Y,No,11,3,1,80,1,15,2,2,12,11,2,11 +34,No,Travel_Frequently,303,Sales,2,4,Marketing,1,216,3,Female,75,3,1,Sales Representative,3,Married,2231,11314,6,Y,No,18,3,4,80,1,6,3,3,4,3,1,2 +27,No,Non-Travel,691,Research & Development,9,3,Medical,1,218,4,Male,57,3,1,Research Scientist,2,Divorced,2024,5970,6,Y,No,18,3,4,80,1,6,1,1,2,2,2,2 +28,No,Travel_Rarely,440,Research & Development,21,3,Medical,1,221,3,Male,42,3,1,Research Scientist,4,Married,2713,6672,1,Y,No,11,3,3,80,1,5,2,1,5,2,0,2 +57,No,Travel_Rarely,334,Research & Development,24,2,Life Sciences,1,223,3,Male,83,4,3,Healthcare Representative,4,Divorced,9439,23402,3,Y,Yes,16,3,2,80,1,12,2,1,5,3,1,4 +50,No,Travel_Rarely,1452,Research & Development,11,3,Life Sciences,1,226,3,Female,53,3,5,Manager,2,Single,19926,17053,3,Y,No,15,3,2,80,0,21,5,3,5,4,4,4 +41,No,Travel_Rarely,465,Research & Development,14,3,Life Sciences,1,227,1,Male,56,3,1,Research Scientist,3,Divorced,2451,4609,4,Y,No,12,3,1,80,1,13,2,3,9,8,1,8 +30,No,Travel_Rarely,1339,Sales,5,3,Life Sciences,1,228,2,Female,41,3,3,Sales Executive,4,Married,9419,8053,2,Y,No,12,3,3,80,1,12,2,3,10,9,7,4 +38,No,Travel_Rarely,702,Sales,1,4,Life Sciences,1,230,1,Female,59,2,2,Sales Executive,4,Single,8686,12930,4,Y,No,22,4,3,80,0,12,2,4,8,3,0,7 +32,No,Travel_Rarely,120,Research & Development,6,5,Life Sciences,1,231,3,Male,43,3,1,Research Scientist,3,Single,3038,12430,3,Y,No,20,4,1,80,0,8,2,3,5,4,1,4 +27,No,Travel_Rarely,1157,Research & Development,17,3,Technical Degree,1,233,3,Male,51,3,1,Research Scientist,2,Married,3058,13364,0,Y,Yes,16,3,4,80,1,6,3,2,5,2,1,1 +19,Yes,Travel_Frequently,602,Sales,1,1,Technical Degree,1,235,3,Female,100,1,1,Sales Representative,1,Single,2325,20989,0,Y,No,21,4,1,80,0,1,5,4,0,0,0,0 +36,No,Travel_Frequently,1480,Research & Development,3,2,Medical,1,238,4,Male,30,3,1,Laboratory Technician,2,Single,2088,15062,4,Y,No,12,3,3,80,0,13,3,2,8,7,7,2 +30,No,Non-Travel,111,Research & Development,9,3,Medical,1,239,3,Male,66,3,2,Laboratory Technician,1,Divorced,3072,11012,1,Y,No,11,3,3,80,2,12,4,3,12,9,6,10 +56,No,Travel_Rarely,713,Research & Development,8,3,Life Sciences,1,241,3,Female,67,3,1,Research Scientist,1,Divorced,4257,13939,4,Y,Yes,18,3,3,80,1,19,3,3,2,2,2,2 +33,No,Travel_Rarely,134,Research & Development,2,3,Life Sciences,1,242,3,Male,90,3,1,Research Scientist,4,Single,2500,10515,0,Y,No,14,3,1,80,0,4,2,4,3,1,0,2 +19,Yes,Travel_Rarely,303,Research & Development,2,3,Life Sciences,1,243,2,Male,47,2,1,Laboratory Technician,4,Single,1102,9241,1,Y,No,22,4,3,80,0,1,3,2,1,0,1,0 +46,No,Travel_Rarely,526,Sales,1,2,Marketing,1,244,2,Female,92,3,3,Sales Executive,1,Divorced,10453,2137,1,Y,No,25,4,3,80,3,24,2,3,24,13,15,7 +38,No,Travel_Rarely,1380,Research & Development,9,2,Life Sciences,1,245,3,Female,75,3,1,Laboratory Technician,4,Single,2288,6319,1,Y,No,12,3,3,80,0,2,3,3,2,2,2,1 +31,No,Travel_Rarely,140,Research & Development,12,1,Medical,1,246,3,Female,95,3,1,Research Scientist,4,Married,3929,6984,8,Y,Yes,23,4,3,80,1,7,0,3,4,2,0,2 +34,No,Travel_Rarely,629,Research & Development,27,2,Medical,1,247,4,Female,95,3,1,Research Scientist,2,Single,2311,5711,2,Y,No,15,3,4,80,0,9,3,3,3,2,1,2 +50,No,Travel_Rarely,328,Research & Development,1,3,Medical,1,249,3,Male,86,2,1,Laboratory Technician,3,Married,3690,3425,2,Y,No,15,3,4,80,1,5,2,2,3,2,0,2 +53,No,Travel_Rarely,1084,Research & Development,13,2,Medical,1,250,4,Female,57,4,2,Manufacturing Director,1,Divorced,4450,26250,1,Y,No,11,3,3,80,2,5,3,3,4,2,1,3 +33,No,Travel_Rarely,931,Research & Development,14,3,Medical,1,252,4,Female,72,3,1,Research Scientist,2,Married,2756,4673,1,Y,No,13,3,4,80,1,8,5,3,8,7,1,6 +40,No,Travel_Rarely,989,Research & Development,4,1,Medical,1,253,4,Female,46,3,5,Manager,3,Married,19033,6499,1,Y,No,14,3,2,80,1,21,2,3,20,8,9,9 +55,No,Travel_Rarely,692,Research & Development,14,4,Medical,1,254,3,Male,61,4,5,Research Director,2,Single,18722,13339,8,Y,No,11,3,4,80,0,36,3,3,24,15,2,15 +34,No,Travel_Frequently,1069,Research & Development,2,1,Life Sciences,1,256,4,Male,45,2,2,Manufacturing Director,3,Married,9547,14074,1,Y,No,17,3,3,80,0,10,2,2,10,9,1,9 +51,No,Travel_Rarely,313,Research & Development,3,3,Medical,1,258,4,Female,98,3,4,Healthcare Representative,2,Single,13734,7192,3,Y,No,18,3,3,80,0,21,6,3,7,7,1,0 +52,No,Travel_Rarely,699,Research & Development,1,4,Life Sciences,1,259,3,Male,65,2,5,Manager,3,Married,19999,5678,0,Y,No,14,3,1,80,1,34,5,3,33,18,11,9 +27,No,Travel_Rarely,894,Research & Development,9,3,Medical,1,260,4,Female,99,3,1,Research Scientist,2,Single,2279,11781,1,Y,No,16,3,4,80,0,7,2,2,7,7,0,3 +43,No,Non-Travel,1344,Research & Development,7,3,Medical,1,262,4,Male,37,4,1,Research Scientist,4,Divorced,2089,5228,4,Y,No,14,3,4,80,3,7,3,4,5,4,2,2 +45,No,Non-Travel,1195,Research & Development,2,2,Medical,1,264,1,Male,65,2,4,Manager,4,Married,16792,20462,9,Y,No,23,4,4,80,1,22,1,3,20,8,11,8 +37,No,Travel_Rarely,290,Research & Development,21,3,Life Sciences,1,267,2,Male,65,4,1,Research Scientist,1,Married,3564,22977,1,Y,Yes,12,3,1,80,1,8,3,2,8,7,1,7 +35,No,Travel_Frequently,138,Research & Development,2,3,Medical,1,269,2,Female,37,3,2,Laboratory Technician,2,Single,4425,15986,5,Y,No,11,3,4,80,0,10,5,3,6,2,1,2 +42,No,Non-Travel,926,Research & Development,21,2,Medical,1,270,3,Female,36,3,2,Manufacturing Director,3,Divorced,5265,16439,2,Y,No,16,3,2,80,1,11,5,3,5,3,0,2 +38,No,Travel_Rarely,1261,Research & Development,2,4,Life Sciences,1,271,4,Male,88,3,2,Manufacturing Director,3,Married,6553,7259,9,Y,No,14,3,2,80,0,14,3,3,1,0,0,0 +38,No,Travel_Rarely,1084,Research & Development,29,3,Technical Degree,1,273,4,Male,54,3,2,Manufacturing Director,4,Married,6261,4185,3,Y,No,18,3,1,80,1,9,3,1,7,7,1,7 +27,No,Travel_Frequently,472,Research & Development,1,1,Technical Degree,1,274,3,Male,60,2,2,Manufacturing Director,1,Married,4298,9679,5,Y,No,19,3,3,80,1,6,1,3,2,2,2,0 +49,No,Non-Travel,1002,Research & Development,18,4,Life Sciences,1,275,4,Male,92,3,2,Manufacturing Director,4,Divorced,6804,23793,1,Y,Yes,15,3,1,80,2,7,0,3,7,7,1,7 +34,No,Travel_Frequently,878,Research & Development,10,4,Medical,1,277,4,Male,43,3,1,Research Scientist,3,Divorced,3815,5972,1,Y,Yes,17,3,4,80,1,5,4,4,5,3,2,0 +40,No,Travel_Rarely,905,Research & Development,19,2,Medical,1,281,3,Male,99,3,2,Laboratory Technician,4,Married,2741,16523,8,Y,Yes,15,3,3,80,1,15,2,4,7,2,3,7 +38,Yes,Travel_Rarely,1180,Research & Development,29,1,Medical,1,282,2,Male,70,3,2,Healthcare Representative,1,Married,6673,11354,7,Y,Yes,19,3,2,80,0,17,2,3,1,0,0,0 +29,Yes,Travel_Rarely,121,Sales,27,3,Marketing,1,283,2,Female,35,3,3,Sales Executive,4,Married,7639,24525,1,Y,No,22,4,4,80,3,10,3,2,10,4,1,9 +22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2 +36,No,Travel_Frequently,635,Research & Development,18,1,Medical,1,286,2,Female,73,3,1,Laboratory Technician,4,Single,2153,7703,1,Y,No,13,3,1,80,0,8,2,3,8,1,1,7 +32,Yes,Travel_Rarely,1045,Sales,4,4,Medical,1,291,4,Male,32,1,3,Sales Executive,4,Married,10400,25812,1,Y,No,11,3,3,80,0,14,2,2,14,8,9,8 +30,No,Non-Travel,829,Research & Development,1,1,Life Sciences,1,292,3,Male,88,2,3,Manufacturing Director,3,Single,8474,20925,1,Y,No,22,4,3,80,0,12,2,3,11,8,5,8 +51,No,Travel_Rarely,1469,Research & Development,8,4,Life Sciences,1,296,2,Male,81,2,3,Research Director,2,Married,12490,15736,5,Y,No,16,3,4,80,2,16,5,1,10,9,4,7 +30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4 +41,No,Travel_Rarely,896,Sales,6,3,Life Sciences,1,298,4,Female,75,3,3,Manager,4,Single,13591,14674,3,Y,Yes,18,3,3,80,0,16,3,3,1,0,0,0 +30,Yes,Travel_Frequently,334,Sales,26,4,Marketing,1,299,3,Female,52,2,2,Sales Executive,1,Single,6696,22967,5,Y,No,15,3,3,80,0,9,5,2,6,3,0,1 +29,Yes,Travel_Rarely,992,Research & Development,1,3,Technical Degree,1,300,3,Male,85,3,1,Research Scientist,3,Single,2058,19757,0,Y,No,14,3,4,80,0,7,1,2,6,2,1,5 +45,No,Non-Travel,1052,Sales,6,3,Medical,1,302,4,Female,57,2,3,Sales Executive,4,Single,8865,16840,6,Y,No,12,3,4,80,0,23,2,3,19,7,12,8 +54,No,Travel_Rarely,1147,Sales,3,3,Marketing,1,303,4,Female,52,3,2,Sales Executive,1,Married,5940,17011,2,Y,No,14,3,4,80,1,16,4,3,6,2,0,5 +36,No,Travel_Rarely,1396,Research & Development,5,2,Life Sciences,1,304,4,Male,62,3,2,Laboratory Technician,2,Single,5914,9945,8,Y,No,16,3,4,80,0,16,3,4,13,11,3,7 +37,No,Travel_Frequently,663,Research & Development,11,3,Other,1,306,2,Male,47,3,3,Research Director,4,Divorced,12185,10056,1,Y,Yes,14,3,3,80,3,10,1,3,10,8,0,7 +38,No,Travel_Rarely,119,Sales,3,3,Life Sciences,1,307,1,Male,76,3,3,Sales Executive,3,Divorced,10609,9647,0,Y,No,12,3,3,80,2,17,6,2,16,10,5,13 +31,No,Non-Travel,979,Research & Development,1,4,Medical,1,308,3,Male,90,1,2,Manufacturing Director,3,Married,4345,4381,0,Y,No,12,3,4,80,1,6,2,3,5,4,1,4 +59,No,Travel_Rarely,142,Research & Development,3,3,Life Sciences,1,309,3,Male,70,2,1,Research Scientist,4,Married,2177,8456,3,Y,No,17,3,1,80,1,7,6,3,1,0,0,0 +37,No,Travel_Frequently,319,Sales,4,4,Marketing,1,311,1,Male,41,3,1,Sales Representative,4,Divorced,2793,2539,4,Y,No,17,3,3,80,1,13,2,3,9,8,5,8 +29,No,Travel_Frequently,1413,Sales,1,1,Medical,1,312,2,Female,42,3,3,Sales Executive,4,Married,7918,6599,1,Y,No,14,3,4,80,1,11,5,3,11,10,4,1 +35,No,Travel_Frequently,944,Sales,1,3,Marketing,1,314,3,Female,92,3,3,Sales Executive,3,Single,8789,9096,1,Y,No,14,3,1,80,0,10,3,4,10,7,0,8 +29,Yes,Travel_Rarely,896,Research & Development,18,1,Medical,1,315,3,Male,86,2,1,Research Scientist,4,Single,2389,14961,1,Y,Yes,13,3,3,80,0,4,3,2,4,3,0,1 +52,No,Travel_Rarely,1323,Research & Development,2,3,Life Sciences,1,316,3,Female,89,2,1,Laboratory Technician,4,Single,3212,3300,7,Y,No,15,3,2,80,0,6,3,2,2,2,2,2 +59,No,Travel_Rarely,818,Human Resources,6,2,Medical,1,321,2,Male,52,3,1,Human Resources,3,Married,2267,25657,8,Y,No,17,3,4,80,0,7,2,2,2,2,2,2 +50,No,Travel_Rarely,854,Sales,1,4,Medical,1,323,4,Female,68,3,5,Manager,4,Divorced,19517,24118,3,Y,No,11,3,3,80,1,32,3,2,7,0,0,6 +33,Yes,Travel_Rarely,813,Research & Development,14,3,Medical,1,325,3,Male,58,3,1,Laboratory Technician,4,Married,2436,22149,5,Y,Yes,13,3,3,80,1,8,2,1,5,4,0,4 +43,No,Travel_Rarely,1034,Sales,16,3,Marketing,1,327,4,Female,80,3,4,Manager,4,Married,16064,7744,5,Y,Yes,22,4,3,80,1,22,3,3,17,13,1,9 +52,No,Non-Travel,771,Sales,2,4,Life Sciences,1,329,1,Male,79,2,5,Manager,3,Single,19068,21030,1,Y,Yes,18,3,4,80,0,33,2,4,33,7,15,12 +32,No,Travel_Rarely,1401,Sales,4,2,Life Sciences,1,330,3,Female,56,3,1,Sales Representative,2,Married,3931,20990,2,Y,No,11,3,1,80,1,6,5,3,4,3,1,2 +32,Yes,Travel_Rarely,515,Research & Development,1,3,Life Sciences,1,331,4,Male,62,2,1,Laboratory Technician,3,Single,3730,9571,0,Y,Yes,14,3,4,80,0,4,2,1,3,2,1,2 +39,No,Travel_Rarely,1431,Research & Development,1,4,Medical,1,332,3,Female,96,3,1,Laboratory Technician,3,Divorced,2232,15417,7,Y,No,14,3,3,80,3,7,1,3,3,2,1,2 +32,No,Non-Travel,976,Sales,26,4,Marketing,1,333,3,Male,100,3,2,Sales Executive,4,Married,4465,12069,0,Y,No,18,3,1,80,0,4,2,3,3,2,2,2 +41,No,Travel_Rarely,1411,Research & Development,19,2,Life Sciences,1,334,3,Male,36,3,2,Research Scientist,1,Divorced,3072,19877,2,Y,No,16,3,1,80,2,17,2,2,1,0,0,0 +40,No,Travel_Rarely,1300,Research & Development,24,2,Technical Degree,1,335,1,Male,62,3,2,Research Scientist,4,Divorced,3319,24447,1,Y,No,17,3,1,80,2,9,3,3,9,8,4,7 +45,No,Travel_Rarely,252,Research & Development,1,3,Other,1,336,3,Male,70,4,5,Manager,4,Married,19202,15970,0,Y,No,11,3,3,80,1,25,2,3,24,0,1,7 +31,No,Travel_Frequently,1327,Research & Development,3,4,Medical,1,337,2,Male,73,3,3,Research Director,3,Divorced,13675,13523,9,Y,No,12,3,1,80,1,9,3,3,2,2,2,2 +34,No,Travel_Rarely,470,Research & Development,2,4,Life Sciences,1,339,4,Male,84,2,2,Manufacturing Director,1,Married,5957,23687,6,Y,No,13,3,2,80,1,13,3,3,11,9,5,9 +45,No,Travel_Frequently,1199,Research & Development,7,4,Life Sciences,1,341,1,Male,77,4,2,Manufacturing Director,3,Married,6434,5118,4,Y,No,17,3,4,80,1,9,1,3,3,2,0,2 +37,Yes,Travel_Frequently,504,Research & Development,10,3,Medical,1,342,1,Male,61,3,3,Manufacturing Director,3,Divorced,10048,22573,6,Y,No,11,3,2,80,2,17,5,3,1,0,0,0 +39,No,Travel_Frequently,505,Research & Development,2,4,Technical Degree,1,343,3,Female,64,3,3,Healthcare Representative,3,Single,10938,6420,0,Y,No,25,4,4,80,0,20,1,3,19,6,11,8 +29,No,Travel_Rarely,665,Research & Development,15,3,Life Sciences,1,346,3,Male,60,3,1,Research Scientist,4,Single,2340,22673,1,Y,No,19,3,1,80,0,6,1,3,6,5,1,5 +42,No,Travel_Rarely,916,Research & Development,17,2,Life Sciences,1,347,4,Female,82,4,2,Research Scientist,1,Single,6545,23016,3,Y,Yes,13,3,3,80,0,10,1,3,3,2,0,2 +29,No,Travel_Rarely,1247,Sales,20,2,Marketing,1,349,4,Male,45,3,2,Sales Executive,4,Divorced,6931,10732,2,Y,No,14,3,4,80,1,10,2,3,3,2,0,2 +25,No,Travel_Rarely,685,Research & Development,1,3,Life Sciences,1,350,1,Female,62,3,2,Manufacturing Director,3,Married,4898,7505,0,Y,No,12,3,4,80,2,5,3,3,4,2,1,2 +40,No,Travel_Rarely,1416,Research & Development,2,2,Medical,1,352,1,Male,49,3,5,Research Director,3,Divorced,19436,5949,0,Y,No,19,3,4,80,1,22,5,3,21,7,3,9 +51,No,Travel_Rarely,833,Research & Development,1,3,Life Sciences,1,353,3,Male,96,3,1,Research Scientist,4,Married,2723,23231,1,Y,No,11,3,2,80,0,1,0,2,1,0,0,0 +31,Yes,Travel_Frequently,307,Research & Development,29,2,Medical,1,355,3,Male,71,2,1,Laboratory Technician,2,Single,3479,11652,0,Y,No,11,3,2,80,0,6,2,4,5,4,1,4 +32,No,Travel_Frequently,1311,Research & Development,7,3,Life Sciences,1,359,2,Male,100,4,1,Laboratory Technician,2,Married,2794,26062,1,Y,No,20,4,3,80,0,5,3,1,5,1,0,3 +38,No,Non-Travel,1327,Sales,2,2,Life Sciences,1,361,4,Male,39,2,2,Sales Executive,4,Married,5249,19682,3,Y,No,18,3,4,80,1,13,0,3,8,7,7,5 +46,No,Travel_Rarely,488,Sales,2,3,Technical Degree,1,363,3,Female,75,1,4,Manager,2,Married,16872,14977,3,Y,Yes,12,3,2,80,1,28,2,2,7,7,7,7 +28,Yes,Travel_Rarely,529,Research & Development,2,4,Life Sciences,1,364,1,Male,79,3,1,Laboratory Technician,3,Single,3485,14935,2,Y,No,11,3,3,80,0,5,5,1,0,0,0,0 +29,No,Travel_Rarely,1210,Sales,2,3,Medical,1,366,1,Male,78,2,2,Sales Executive,2,Married,6644,3687,2,Y,No,19,3,2,80,2,10,2,3,0,0,0,0 +31,No,Travel_Rarely,1463,Research & Development,23,3,Medical,1,367,2,Male,64,2,2,Healthcare Representative,4,Married,5582,14408,0,Y,No,21,4,2,80,1,10,2,3,9,0,7,8 +45,No,Travel_Rarely,1385,Research & Development,20,2,Medical,1,372,3,Male,79,3,4,Healthcare Representative,4,Married,13496,7501,0,Y,Yes,14,3,2,80,0,21,2,3,20,7,4,10 +36,No,Travel_Rarely,1403,Research & Development,6,3,Life Sciences,1,373,4,Male,47,3,1,Laboratory Technician,4,Married,3210,20251,0,Y,No,11,3,3,80,1,16,4,3,15,13,10,11 +47,Yes,Non-Travel,666,Research & Development,29,4,Life Sciences,1,376,1,Male,88,3,3,Manager,2,Married,11849,10268,1,Y,Yes,12,3,4,80,1,10,2,2,10,7,9,9 +28,No,Travel_Rarely,1158,Research & Development,9,3,Medical,1,377,4,Male,94,3,1,Research Scientist,4,Married,2070,2613,1,Y,No,23,4,4,80,1,5,3,2,5,2,0,4 +37,No,Travel_Rarely,228,Sales,6,4,Medical,1,378,3,Male,98,3,2,Sales Executive,4,Married,6502,22825,4,Y,No,14,3,2,80,1,7,5,4,5,4,0,1 +21,No,Travel_Rarely,996,Research & Development,3,2,Medical,1,379,4,Male,100,2,1,Research Scientist,3,Single,3230,10531,1,Y,No,17,3,1,80,0,3,4,4,3,2,1,0 +37,No,Non-Travel,728,Research & Development,1,4,Medical,1,380,1,Female,80,3,3,Research Director,4,Divorced,13603,11677,2,Y,Yes,18,3,1,80,2,15,2,3,5,2,0,2 +38,No,Travel_Rarely,322,Sales,7,2,Medical,1,382,1,Female,44,4,2,Sales Executive,1,Divorced,5605,19191,1,Y,Yes,24,4,3,80,1,8,3,3,8,0,7,7 +26,No,Travel_Frequently,1479,Research & Development,1,3,Life Sciences,1,384,3,Female,84,3,2,Manufacturing Director,2,Divorced,6397,26767,1,Y,No,20,4,1,80,1,6,6,1,6,5,1,4 +50,No,Travel_Rarely,797,Research & Development,4,1,Life Sciences,1,385,1,Male,96,3,5,Research Director,2,Divorced,19144,15815,3,Y,No,14,3,1,80,2,28,4,2,10,4,1,6 +42,No,Travel_Rarely,635,Sales,1,1,Life Sciences,1,387,2,Male,99,3,2,Sales Executive,3,Married,4907,24532,1,Y,No,25,4,3,80,0,20,3,3,20,16,11,6 +29,No,Travel_Frequently,442,Sales,2,2,Life Sciences,1,388,2,Male,44,3,2,Sales Executive,4,Single,4554,20260,1,Y,No,18,3,1,80,0,10,3,2,10,7,0,9 +55,No,Travel_Rarely,147,Research & Development,20,2,Technical Degree,1,389,2,Male,37,3,2,Laboratory Technician,4,Married,5415,15972,3,Y,Yes,19,3,4,80,1,12,4,3,10,7,0,8 +26,No,Travel_Frequently,496,Research & Development,11,2,Medical,1,390,1,Male,60,3,2,Healthcare Representative,1,Married,4741,22722,1,Y,Yes,13,3,3,80,1,5,3,3,5,3,3,3 +37,No,Travel_Rarely,1372,Research & Development,1,3,Life Sciences,1,391,4,Female,42,3,1,Research Scientist,4,Single,2115,15881,1,Y,No,12,3,2,80,0,17,3,3,17,12,5,7 +44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0 +38,No,Travel_Rarely,688,Research & Development,23,4,Life Sciences,1,393,4,Male,82,3,2,Healthcare Representative,4,Divorced,5745,18899,9,Y,No,14,3,2,80,1,10,2,3,2,2,1,2 +26,Yes,Travel_Rarely,1449,Research & Development,16,4,Medical,1,394,1,Male,45,3,1,Laboratory Technician,2,Divorced,2373,14180,2,Y,Yes,13,3,4,80,1,5,2,3,3,2,0,2 +28,No,Travel_Rarely,1117,Research & Development,8,2,Life Sciences,1,395,4,Female,66,3,1,Research Scientist,4,Single,3310,4488,1,Y,No,21,4,4,80,0,5,3,3,5,3,0,2 +36,No,Travel_Rarely,506,Research & Development,3,3,Technical Degree,1,397,3,Male,30,3,2,Research Scientist,2,Single,4485,26285,4,Y,No,12,3,4,80,0,10,2,3,8,0,7,7 +31,No,Travel_Frequently,444,Sales,5,3,Marketing,1,399,4,Female,84,3,1,Sales Representative,2,Divorced,2789,3909,1,Y,No,11,3,3,80,1,2,5,2,2,2,2,2 +26,Yes,Travel_Rarely,950,Sales,4,4,Marketing,1,401,4,Male,48,2,2,Sales Executive,4,Single,5828,8450,1,Y,Yes,12,3,2,80,0,8,0,3,8,7,7,4 +37,No,Travel_Frequently,889,Research & Development,9,3,Medical,1,403,2,Male,53,3,1,Research Scientist,4,Married,2326,11411,1,Y,Yes,12,3,3,80,3,4,3,2,4,2,1,2 +42,No,Travel_Frequently,555,Sales,26,3,Marketing,1,404,3,Female,77,3,4,Sales Executive,2,Married,13525,14864,5,Y,No,14,3,4,80,1,23,2,4,20,4,4,8 +18,Yes,Travel_Rarely,230,Research & Development,3,3,Life Sciences,1,405,3,Male,54,3,1,Laboratory Technician,3,Single,1420,25233,1,Y,No,13,3,3,80,0,0,2,3,0,0,0,0 +35,No,Travel_Rarely,1232,Sales,16,3,Marketing,1,406,3,Male,96,3,3,Sales Executive,2,Married,8020,5100,0,Y,No,15,3,3,80,2,12,3,2,11,9,6,9 +51,No,Travel_Rarely,1302,Research & Development,2,3,Medical,1,408,4,Male,84,1,2,Manufacturing Director,2,Divorced,5482,16321,5,Y,No,18,3,4,80,1,13,3,3,4,1,1,2 +41,No,Travel_Rarely,334,Sales,2,4,Life Sciences,1,410,4,Male,88,3,4,Manager,2,Single,16015,15896,1,Y,No,19,3,2,80,0,22,2,3,22,10,0,4 +18,No,Travel_Rarely,812,Sales,10,3,Medical,1,411,4,Female,69,2,1,Sales Representative,3,Single,1200,9724,1,Y,No,12,3,1,80,0,0,2,3,0,0,0,0 +28,No,Travel_Rarely,1476,Research & Development,16,2,Medical,1,412,2,Male,68,4,2,Healthcare Representative,1,Single,5661,4824,0,Y,No,19,3,3,80,0,9,2,3,8,3,0,7 +31,No,Travel_Rarely,218,Sales,7,3,Technical Degree,1,416,2,Male,100,4,2,Sales Executive,4,Married,6929,12241,4,Y,No,11,3,2,80,1,10,3,2,8,7,7,7 +39,No,Travel_Rarely,1132,Research & Development,1,3,Medical,1,417,3,Male,48,4,3,Healthcare Representative,4,Divorced,9613,10942,0,Y,No,17,3,1,80,3,19,5,2,18,10,3,7 +36,No,Non-Travel,1105,Research & Development,24,4,Life Sciences,1,419,2,Female,47,3,2,Laboratory Technician,2,Married,5674,6927,7,Y,No,15,3,3,80,1,11,3,3,9,8,0,8 +32,No,Travel_Rarely,906,Sales,7,3,Life Sciences,1,420,4,Male,91,2,2,Sales Executive,3,Married,5484,16985,1,Y,No,14,3,3,80,1,13,3,2,13,8,4,8 +38,No,Travel_Rarely,849,Research & Development,25,2,Life Sciences,1,421,1,Female,81,2,3,Research Director,2,Married,12061,26707,3,Y,No,17,3,3,80,1,19,2,3,10,8,0,1 +58,No,Non-Travel,390,Research & Development,1,4,Life Sciences,1,422,4,Male,32,1,2,Healthcare Representative,3,Divorced,5660,17056,2,Y,Yes,13,3,4,80,1,12,2,3,5,3,1,2 +31,No,Travel_Rarely,691,Research & Development,5,4,Technical Degree,1,423,3,Male,86,3,1,Research Scientist,4,Married,4821,10077,0,Y,Yes,12,3,3,80,1,6,4,3,5,2,0,3 +31,No,Travel_Rarely,106,Human Resources,2,3,Human Resources,1,424,1,Male,62,2,2,Human Resources,1,Married,6410,17822,3,Y,No,12,3,4,80,0,9,1,3,2,2,1,0 +45,No,Travel_Frequently,1249,Research & Development,7,3,Life Sciences,1,425,1,Male,97,3,3,Laboratory Technician,1,Divorced,5210,20308,1,Y,No,18,3,1,80,1,24,2,3,24,9,9,11 +31,No,Travel_Rarely,192,Research & Development,2,4,Life Sciences,1,426,3,Male,32,3,1,Research Scientist,4,Divorced,2695,7747,0,Y,Yes,18,3,2,80,1,3,2,1,2,2,2,2 +33,No,Travel_Frequently,553,Research & Development,5,4,Life Sciences,1,428,4,Female,74,3,3,Manager,2,Married,11878,23364,6,Y,No,11,3,2,80,2,12,2,3,10,6,8,8 +39,No,Travel_Rarely,117,Research & Development,10,1,Medical,1,429,3,Male,99,3,4,Manager,1,Married,17068,5355,1,Y,Yes,14,3,4,80,0,21,3,3,21,9,11,10 +49,No,Travel_Rarely,1091,Research & Development,1,2,Technical Degree,1,431,3,Female,90,2,4,Healthcare Representative,3,Single,13964,17810,7,Y,Yes,12,3,4,80,0,25,2,3,7,1,0,7 +27,No,Travel_Rarely,1220,Research & Development,5,3,Life Sciences,1,434,3,Female,85,3,1,Research Scientist,2,Single,2478,20938,1,Y,Yes,12,3,2,80,0,4,2,2,4,3,1,2 +32,No,Travel_Rarely,588,Sales,8,2,Technical Degree,1,436,3,Female,65,2,2,Sales Executive,2,Married,5228,24624,1,Y,Yes,11,3,4,80,0,13,2,3,13,12,11,9 +27,No,Travel_Rarely,1377,Sales,2,3,Life Sciences,1,437,4,Male,74,3,2,Sales Executive,3,Single,4478,5242,1,Y,Yes,11,3,1,80,0,5,3,3,5,4,0,4 +31,No,Travel_Rarely,691,Sales,7,3,Marketing,1,438,4,Male,73,3,2,Sales Executive,4,Divorced,7547,7143,4,Y,No,12,3,4,80,3,13,3,3,7,7,1,7 +32,No,Travel_Rarely,1018,Research & Development,2,4,Medical,1,439,1,Female,74,4,2,Research Scientist,4,Single,5055,10557,7,Y,No,16,3,3,80,0,10,0,2,7,7,0,7 +30,No,Travel_Rarely,1275,Research & Development,28,2,Medical,1,441,4,Female,64,3,2,Research Scientist,4,Married,5775,11934,1,Y,No,13,3,4,80,2,11,2,3,10,8,1,9 +39,No,Travel_Frequently,672,Research & Development,7,2,Medical,1,444,3,Male,54,2,5,Manager,4,Married,19272,21141,1,Y,No,15,3,1,80,1,21,2,3,21,9,13,3 +39,Yes,Travel_Rarely,1162,Sales,3,2,Medical,1,445,4,Female,41,3,2,Sales Executive,3,Married,5238,17778,4,Y,Yes,18,3,1,80,0,12,3,2,1,0,0,0 +33,No,Travel_Frequently,508,Sales,10,3,Marketing,1,446,2,Male,46,2,2,Sales Executive,4,Single,4682,4317,3,Y,No,14,3,3,80,0,9,6,2,7,7,0,1 +43,No,Travel_Frequently,559,Research & Development,10,4,Life Sciences,1,448,3,Female,82,2,2,Laboratory Technician,3,Divorced,5257,6227,1,Y,No,11,3,2,80,1,9,3,4,9,7,0,0 +54,No,Travel_Frequently,928,Research & Development,20,4,Life Sciences,1,450,4,Female,31,3,2,Research Scientist,3,Single,4869,16885,3,Y,No,12,3,4,80,0,20,4,2,4,3,0,3 +43,No,Travel_Rarely,1001,Research & Development,7,3,Life Sciences,1,451,3,Female,43,3,3,Healthcare Representative,1,Married,9985,9262,8,Y,No,16,3,1,80,1,10,1,2,1,0,0,0 +45,No,Travel_Rarely,549,Research & Development,8,4,Other,1,452,4,Male,75,3,2,Research Scientist,4,Married,3697,9278,9,Y,No,14,3,1,80,2,12,3,3,10,9,9,8 +40,No,Travel_Rarely,1124,Sales,1,2,Medical,1,453,2,Male,57,1,2,Sales Executive,4,Married,7457,13273,2,Y,Yes,22,4,3,80,3,6,2,2,4,3,0,2 +29,Yes,Travel_Rarely,318,Research & Development,8,4,Other,1,454,2,Male,77,1,1,Laboratory Technician,1,Married,2119,4759,1,Y,Yes,11,3,4,80,0,7,4,2,7,7,0,7 +30,No,Travel_Rarely,570,Sales,5,3,Marketing,1,456,4,Female,30,2,2,Sales Executive,3,Divorced,6118,5431,1,Y,No,13,3,3,80,3,10,2,3,10,9,1,2 +27,No,Travel_Rarely,1130,Sales,8,4,Marketing,1,458,2,Female,56,3,2,Sales Executive,2,Married,6214,3415,1,Y,No,18,3,1,80,1,8,3,3,8,7,0,7 +37,No,Travel_Rarely,1192,Research & Development,5,2,Medical,1,460,4,Male,61,3,2,Manufacturing Director,4,Divorced,6347,23177,7,Y,No,16,3,3,80,2,8,2,2,6,2,0,4 +38,No,Travel_Rarely,343,Research & Development,15,2,Life Sciences,1,461,3,Male,92,2,3,Research Director,4,Divorced,11510,15682,0,Y,Yes,14,3,2,80,1,12,3,3,11,10,2,9 +31,No,Travel_Rarely,1232,Research & Development,7,4,Medical,1,462,3,Female,39,3,3,Manufacturing Director,4,Single,7143,25713,1,Y,Yes,14,3,3,80,0,11,2,2,11,9,4,10 +29,No,Travel_Rarely,144,Sales,10,1,Marketing,1,463,4,Female,39,2,2,Sales Executive,2,Divorced,8268,11866,1,Y,Yes,14,3,1,80,2,7,2,3,7,7,1,7 +35,No,Travel_Rarely,1296,Research & Development,5,4,Technical Degree,1,464,3,Male,62,3,3,Manufacturing Director,2,Single,8095,18264,0,Y,No,13,3,4,80,0,17,5,3,16,6,0,13 +23,No,Travel_Rarely,1309,Research & Development,26,1,Life Sciences,1,465,3,Male,83,3,1,Research Scientist,4,Divorced,2904,16092,1,Y,No,12,3,3,80,2,4,2,2,4,2,0,2 +41,No,Travel_Rarely,483,Research & Development,6,3,Medical,1,466,4,Male,95,2,2,Manufacturing Director,2,Single,6032,10110,6,Y,Yes,15,3,4,80,0,8,3,3,5,4,1,2 +47,No,Travel_Frequently,1309,Sales,4,1,Medical,1,467,2,Male,99,3,2,Sales Representative,3,Single,2976,25751,3,Y,No,19,3,1,80,0,5,3,3,0,0,0,0 +42,No,Travel_Rarely,810,Research & Development,23,5,Life Sciences,1,468,1,Female,44,3,4,Research Director,4,Single,15992,15901,2,Y,No,14,3,2,80,0,16,2,3,1,0,0,0 +29,No,Non-Travel,746,Sales,2,3,Life Sciences,1,469,4,Male,61,3,2,Sales Executive,3,Married,4649,16928,1,Y,No,14,3,1,80,1,4,3,2,4,3,0,2 +42,No,Travel_Rarely,544,Human Resources,2,1,Technical Degree,1,470,3,Male,52,3,1,Human Resources,3,Divorced,2696,24017,0,Y,Yes,11,3,3,80,1,4,5,3,3,2,1,0 +32,No,Travel_Rarely,1062,Research & Development,2,3,Medical,1,471,3,Female,75,3,1,Laboratory Technician,2,Married,2370,3956,1,Y,No,13,3,3,80,1,8,4,3,8,0,0,7 +48,No,Travel_Rarely,530,Sales,29,1,Medical,1,473,1,Female,91,3,3,Manager,3,Married,12504,23978,3,Y,No,21,4,2,80,1,15,3,1,0,0,0,0 +37,No,Travel_Rarely,1319,Research & Development,6,3,Medical,1,474,3,Male,51,4,2,Research Scientist,1,Divorced,5974,17001,4,Y,Yes,13,3,1,80,2,13,2,3,7,7,6,7 +30,No,Non-Travel,641,Sales,25,2,Technical Degree,1,475,4,Female,85,3,2,Sales Executive,3,Married,4736,6069,7,Y,Yes,12,3,2,80,1,4,2,4,2,2,2,2 +26,No,Travel_Rarely,933,Sales,1,3,Life Sciences,1,476,3,Male,57,3,2,Sales Executive,3,Married,5296,20156,1,Y,No,17,3,2,80,1,8,3,3,8,7,7,7 +42,No,Travel_Rarely,1332,Research & Development,2,4,Other,1,477,1,Male,98,2,2,Healthcare Representative,4,Single,6781,17078,3,Y,No,23,4,2,80,0,14,6,3,1,0,0,0 +21,Yes,Travel_Frequently,756,Sales,1,1,Technical Degree,1,478,1,Female,99,2,1,Sales Representative,2,Single,2174,9150,1,Y,Yes,11,3,3,80,0,3,3,3,3,2,1,2 +36,No,Non-Travel,845,Sales,1,5,Medical,1,479,4,Female,45,3,2,Sales Executive,4,Single,6653,15276,4,Y,No,15,3,2,80,0,7,6,3,1,0,0,0 +36,No,Travel_Frequently,541,Sales,3,4,Medical,1,481,1,Male,48,2,3,Sales Executive,4,Married,9699,7246,4,Y,No,11,3,1,80,1,16,2,3,13,9,1,12 +57,No,Travel_Rarely,593,Research & Development,1,4,Medical,1,482,4,Male,88,3,2,Healthcare Representative,3,Married,6755,2967,2,Y,No,11,3,3,80,0,15,2,3,3,2,1,2 +40,No,Travel_Rarely,1171,Research & Development,10,4,Life Sciences,1,483,4,Female,46,4,1,Laboratory Technician,3,Married,2213,22495,3,Y,Yes,13,3,3,80,1,10,3,3,7,7,1,7 +21,No,Non-Travel,895,Sales,9,2,Medical,1,484,1,Male,39,3,1,Sales Representative,4,Single,2610,2851,1,Y,No,24,4,3,80,0,3,3,2,3,2,2,2 +33,Yes,Travel_Rarely,350,Sales,5,3,Marketing,1,485,4,Female,34,3,1,Sales Representative,3,Single,2851,9150,1,Y,Yes,13,3,2,80,0,1,2,3,1,0,0,0 +37,No,Travel_Rarely,921,Research & Development,10,3,Medical,1,486,3,Female,98,3,1,Laboratory Technician,1,Married,3452,17663,6,Y,No,20,4,2,80,1,17,3,3,5,4,0,3 +41,Yes,Travel_Frequently,143,Sales,4,3,Marketing,1,488,1,Male,56,3,2,Sales Executive,2,Single,9355,9558,1,Y,No,18,3,3,80,0,8,5,3,8,7,7,7 +50,No,Travel_Rarely,1046,Research & Development,10,3,Technical Degree,1,491,4,Male,100,2,3,Healthcare Representative,4,Single,10496,2755,6,Y,No,15,3,4,80,0,20,2,3,4,3,1,3 +40,Yes,Travel_Rarely,575,Sales,22,2,Marketing,1,492,3,Male,68,2,2,Sales Executive,3,Married,6380,6110,2,Y,Yes,12,3,1,80,2,8,6,3,6,4,1,0 +21,Yes,Travel_Rarely,156,Sales,12,3,Life Sciences,1,494,3,Female,90,4,1,Sales Representative,2,Single,2716,25422,1,Y,No,15,3,4,80,0,1,0,3,1,0,0,0 +29,No,Travel_Rarely,1283,Research & Development,23,3,Life Sciences,1,495,4,Male,54,3,1,Research Scientist,4,Single,2201,18168,9,Y,No,16,3,4,80,0,6,4,3,3,2,1,2 +35,No,Travel_Rarely,755,Research & Development,9,4,Life Sciences,1,496,3,Male,97,2,2,Healthcare Representative,2,Single,6540,19394,9,Y,No,19,3,3,80,0,10,5,3,1,1,0,0 +27,No,Travel_Rarely,1469,Research & Development,1,2,Medical,1,497,4,Male,82,3,1,Laboratory Technician,2,Divorced,3816,17881,1,Y,No,11,3,2,80,1,5,2,3,5,2,0,4 +28,No,Travel_Rarely,304,Sales,9,4,Life Sciences,1,498,2,Male,92,3,2,Sales Executive,4,Single,5253,20750,1,Y,No,16,3,4,80,0,7,1,3,7,5,0,7 +49,No,Travel_Rarely,1261,Research & Development,7,3,Other,1,499,2,Male,31,2,3,Healthcare Representative,3,Single,10965,12066,8,Y,No,24,4,3,80,0,26,2,3,5,2,0,0 +36,No,Travel_Rarely,329,Research & Development,2,3,Life Sciences,1,501,4,Female,96,3,1,Research Scientist,3,Married,2543,11868,4,Y,No,13,3,2,80,1,6,3,3,2,2,2,2 +34,Yes,Non-Travel,1362,Sales,19,3,Marketing,1,502,1,Male,67,4,2,Sales Executive,4,Single,5304,4652,8,Y,Yes,13,3,2,80,0,9,3,2,5,2,0,4 +24,No,Travel_Rarely,1371,Sales,10,4,Marketing,1,507,4,Female,77,3,2,Sales Executive,3,Divorced,4260,5915,1,Y,Yes,12,3,4,80,1,5,2,4,5,2,0,3 +30,No,Travel_Rarely,202,Sales,2,1,Technical Degree,1,508,3,Male,72,3,1,Sales Representative,2,Married,2476,17434,1,Y,No,18,3,1,80,1,1,3,3,1,0,0,0 +26,Yes,Travel_Frequently,575,Research & Development,3,1,Technical Degree,1,510,3,Male,73,3,1,Research Scientist,1,Single,3102,6582,0,Y,No,22,4,3,80,0,7,2,3,6,4,0,4 +22,No,Travel_Rarely,253,Research & Development,11,3,Medical,1,511,1,Female,43,3,1,Research Scientist,2,Married,2244,24440,1,Y,No,13,3,4,80,1,2,1,3,2,1,1,2 +36,No,Travel_Rarely,164,Sales,2,2,Medical,1,513,2,Male,61,2,3,Sales Executive,3,Married,7596,3809,1,Y,No,13,3,2,80,2,10,2,3,10,9,9,0 +30,Yes,Travel_Frequently,464,Research & Development,4,3,Technical Degree,1,514,3,Male,40,3,1,Research Scientist,4,Single,2285,3427,9,Y,Yes,23,4,3,80,0,3,4,3,1,0,0,0 +37,No,Travel_Rarely,1107,Research & Development,14,3,Life Sciences,1,515,4,Female,95,3,1,Laboratory Technician,1,Divorced,3034,26914,1,Y,No,12,3,3,80,1,18,2,2,18,7,12,17 +40,No,Travel_Rarely,759,Sales,2,2,Marketing,1,516,4,Female,46,3,2,Sales Executive,2,Divorced,5715,22553,7,Y,No,12,3,3,80,2,8,5,3,5,4,1,3 +42,No,Travel_Rarely,201,Research & Development,1,4,Life Sciences,1,517,2,Female,95,3,1,Laboratory Technician,1,Divorced,2576,20490,3,Y,No,16,3,2,80,1,8,5,3,5,2,1,2 +43,No,Travel_Rarely,982,Research & Development,12,3,Life Sciences,1,520,1,Male,59,2,4,Research Director,2,Divorced,14336,4345,1,Y,No,11,3,3,80,1,25,3,3,25,10,3,9 +54,No,Travel_Rarely,821,Research & Development,5,2,Medical,1,522,1,Male,86,3,5,Research Director,1,Married,19406,8509,4,Y,No,11,3,3,80,1,24,4,2,4,2,1,2 +31,No,Travel_Rarely,480,Research & Development,7,2,Medical,1,524,2,Female,31,3,2,Manufacturing Director,1,Married,4306,4156,1,Y,No,12,3,2,80,1,13,5,1,13,10,3,12 +43,No,Travel_Frequently,313,Research & Development,21,3,Medical,1,525,4,Male,61,3,1,Laboratory Technician,4,Married,2258,15238,7,Y,No,20,4,1,80,1,8,1,3,3,2,1,2 +43,No,Travel_Rarely,1473,Research & Development,8,4,Other,1,526,3,Female,74,3,2,Healthcare Representative,3,Divorced,4522,2227,4,Y,Yes,14,3,4,80,0,8,3,3,5,2,0,2 +25,No,Travel_Rarely,891,Sales,4,2,Life Sciences,1,527,2,Female,99,2,2,Sales Executive,4,Single,4487,12090,1,Y,Yes,11,3,2,80,0,5,3,3,5,4,1,3 +37,No,Non-Travel,1063,Research & Development,25,5,Medical,1,529,2,Female,72,3,2,Research Scientist,3,Married,4449,23866,3,Y,Yes,15,3,1,80,2,15,2,3,13,11,10,7 +39,No,Travel_Frequently,1218,Research & Development,1,1,Life Sciences,1,531,2,Male,52,3,5,Manager,3,Divorced,19197,8213,1,Y,Yes,14,3,3,80,1,21,3,3,21,8,1,6 +56,No,Travel_Frequently,906,Sales,6,3,Life Sciences,1,532,3,Female,86,4,4,Sales Executive,1,Married,13212,18256,9,Y,No,11,3,4,80,3,36,0,2,7,7,7,7 +30,No,Travel_Rarely,1082,Sales,12,3,Technical Degree,1,533,2,Female,83,3,2,Sales Executive,3,Single,6577,19558,0,Y,No,11,3,2,80,0,6,6,3,5,4,4,4 +41,No,Travel_Rarely,645,Sales,1,3,Marketing,1,534,2,Male,49,4,3,Sales Executive,1,Married,8392,19566,1,Y,No,16,3,3,80,1,10,2,3,10,7,0,7 +28,No,Travel_Rarely,1300,Research & Development,17,2,Medical,1,536,3,Male,79,3,2,Laboratory Technician,1,Divorced,4558,13535,1,Y,No,12,3,4,80,1,10,2,3,10,0,1,8 +52,No,Travel_Rarely,319,Research & Development,3,3,Medical,1,543,4,Male,39,2,3,Manufacturing Director,3,Married,7969,19609,2,Y,Yes,14,3,3,80,0,28,4,3,5,4,0,4 +45,No,Travel_Rarely,192,Research & Development,10,2,Life Sciences,1,544,1,Male,69,3,1,Research Scientist,4,Married,2654,9655,3,Y,No,21,4,4,80,2,8,3,2,2,2,0,2 +30,No,Travel_Rarely,317,Research & Development,2,3,Life Sciences,1,548,3,Female,43,1,2,Manufacturing Director,4,Single,6091,24793,2,Y,No,20,4,3,80,0,11,2,3,5,4,0,2 +60,No,Travel_Rarely,422,Research & Development,7,3,Life Sciences,1,549,1,Female,41,3,5,Manager,1,Married,19566,3854,5,Y,No,11,3,4,80,0,33,5,1,29,8,11,10 +46,No,Travel_Rarely,1485,Research & Development,18,3,Medical,1,550,3,Female,87,3,2,Manufacturing Director,3,Divorced,4810,26314,2,Y,No,14,3,3,80,1,19,5,2,10,7,0,8 +42,No,Travel_Frequently,1368,Research & Development,28,4,Technical Degree,1,551,4,Female,88,2,2,Healthcare Representative,4,Married,4523,4386,0,Y,No,11,3,4,80,3,7,4,4,6,5,0,4 +34,Yes,Travel_Frequently,296,Sales,6,2,Marketing,1,555,4,Female,33,1,1,Sales Representative,3,Divorced,2351,12253,0,Y,No,16,3,4,80,1,3,3,2,2,2,1,0 +40,No,Travel_Rarely,1398,Sales,2,4,Life Sciences,1,558,3,Female,79,3,5,Manager,3,Married,18041,13022,0,Y,No,14,3,4,80,0,21,2,3,20,15,1,12 +26,No,Travel_Rarely,1349,Research & Development,23,3,Life Sciences,1,560,1,Female,90,3,1,Research Scientist,4,Divorced,2886,3032,1,Y,No,22,4,2,80,2,3,3,1,3,2,0,2 +30,No,Non-Travel,1400,Research & Development,3,3,Life Sciences,1,562,3,Male,53,3,1,Laboratory Technician,4,Married,2097,16734,4,Y,No,15,3,3,80,1,9,3,1,5,3,1,4 +29,No,Travel_Rarely,986,Research & Development,3,4,Medical,1,564,2,Male,93,2,3,Research Director,3,Married,11935,21526,1,Y,No,18,3,3,80,0,10,2,3,10,2,0,7 +29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1 +19,Yes,Travel_Rarely,489,Human Resources,2,2,Technical Degree,1,566,1,Male,52,2,1,Human Resources,4,Single,2564,18437,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +30,No,Non-Travel,1398,Sales,22,4,Other,1,567,3,Female,69,3,3,Sales Executive,1,Married,8412,2890,0,Y,No,11,3,3,80,0,10,3,3,9,8,7,8 +57,No,Travel_Rarely,210,Sales,29,3,Marketing,1,568,1,Male,56,2,4,Manager,4,Divorced,14118,22102,3,Y,No,12,3,3,80,1,32,3,2,1,0,0,0 +50,No,Travel_Rarely,1099,Research & Development,29,4,Life Sciences,1,569,2,Male,88,2,4,Manager,3,Married,17046,9314,0,Y,No,15,3,2,80,1,28,2,3,27,10,15,7 +60,No,Travel_Frequently,1499,Sales,28,3,Marketing,1,573,3,Female,80,2,3,Sales Executive,1,Married,10266,2845,4,Y,No,19,3,4,80,0,22,5,4,18,13,13,11 +47,No,Travel_Rarely,983,Research & Development,2,2,Medical,1,574,1,Female,65,3,2,Manufacturing Director,4,Divorced,5070,7389,5,Y,No,13,3,3,80,3,20,2,3,5,0,0,4 +46,No,Travel_Rarely,1009,Research & Development,2,3,Life Sciences,1,575,1,Male,51,3,4,Research Director,3,Married,17861,2288,6,Y,No,13,3,3,80,0,26,2,1,3,2,0,1 +54,No,Travel_Rarely,548,Research & Development,8,4,Life Sciences,1,578,3,Female,42,3,2,Laboratory Technician,3,Single,3780,23428,7,Y,No,11,3,3,80,0,19,3,3,1,0,0,0 +34,No,Travel_Rarely,1303,Research & Development,2,4,Life Sciences,1,579,4,Male,62,2,1,Research Scientist,3,Divorced,2768,8416,3,Y,No,12,3,3,80,1,14,3,3,7,3,5,7 +46,No,Travel_Rarely,1125,Sales,10,3,Marketing,1,580,3,Female,94,2,3,Sales Executive,4,Married,9071,11563,2,Y,Yes,19,3,3,80,1,15,3,3,3,2,1,2 +33,Yes,Travel_Rarely,1277,Research & Development,15,1,Medical,1,582,2,Male,56,3,3,Manager,3,Married,13610,24619,7,Y,Yes,12,3,4,80,0,15,2,4,7,6,7,7 +33,Yes,Travel_Rarely,587,Research & Development,10,1,Medical,1,584,1,Male,38,1,1,Laboratory Technician,4,Divorced,3408,6705,7,Y,No,13,3,1,80,3,8,2,3,4,3,1,3 +30,No,Travel_Rarely,413,Sales,7,1,Marketing,1,585,4,Male,57,3,1,Sales Representative,2,Single,2983,18398,0,Y,No,14,3,1,80,0,4,3,3,3,2,1,2 +35,No,Travel_Rarely,1276,Research & Development,16,3,Life Sciences,1,586,4,Male,72,3,3,Healthcare Representative,3,Married,7632,14295,4,Y,Yes,12,3,3,80,0,10,2,3,8,7,0,0 +31,Yes,Travel_Frequently,534,Research & Development,20,3,Life Sciences,1,587,1,Male,66,3,3,Healthcare Representative,3,Married,9824,22908,3,Y,No,12,3,1,80,0,12,2,3,1,0,0,0 +34,Yes,Travel_Frequently,988,Human Resources,23,3,Human Resources,1,590,2,Female,43,3,3,Human Resources,1,Divorced,9950,11533,9,Y,Yes,15,3,3,80,3,11,2,3,3,2,0,2 +42,No,Travel_Frequently,1474,Research & Development,5,2,Other,1,591,2,Male,97,3,1,Laboratory Technician,3,Married,2093,9260,4,Y,No,17,3,4,80,1,8,4,3,2,2,2,0 +36,No,Non-Travel,635,Sales,10,4,Medical,1,592,2,Male,32,3,3,Sales Executive,4,Single,9980,15318,1,Y,No,14,3,4,80,0,10,3,2,10,3,9,7 +22,Yes,Travel_Frequently,1368,Research & Development,4,1,Technical Degree,1,593,3,Male,99,2,1,Laboratory Technician,3,Single,3894,9129,5,Y,No,16,3,3,80,0,4,3,3,2,2,1,2 +48,No,Travel_Rarely,163,Sales,2,5,Marketing,1,595,2,Female,37,3,2,Sales Executive,4,Married,4051,19658,2,Y,No,14,3,1,80,1,14,2,3,9,7,6,7 +55,No,Travel_Rarely,1117,Sales,18,5,Life Sciences,1,597,1,Female,83,3,4,Manager,2,Single,16835,9873,3,Y,No,23,4,4,80,0,37,2,3,10,9,7,7 +41,No,Non-Travel,267,Sales,10,2,Life Sciences,1,599,4,Male,56,3,2,Sales Executive,4,Single,6230,13430,7,Y,No,14,3,4,80,0,16,3,3,14,3,1,10 +35,No,Travel_Rarely,619,Sales,1,3,Marketing,1,600,2,Male,85,3,2,Sales Executive,3,Married,4717,18659,9,Y,No,11,3,3,80,0,15,2,3,11,9,6,9 +40,No,Travel_Rarely,302,Research & Development,6,3,Life Sciences,1,601,2,Female,75,3,4,Manufacturing Director,3,Single,13237,20364,7,Y,No,15,3,3,80,0,22,3,3,20,6,5,13 +39,No,Travel_Frequently,443,Research & Development,8,1,Life Sciences,1,602,3,Female,48,3,1,Laboratory Technician,3,Married,3755,17872,1,Y,No,11,3,1,80,1,8,3,3,8,3,0,7 +31,No,Travel_Rarely,828,Sales,2,1,Life Sciences,1,604,2,Male,77,3,2,Sales Executive,4,Single,6582,8346,4,Y,Yes,13,3,3,80,0,10,2,4,6,5,0,5 +42,No,Travel_Rarely,319,Research & Development,24,3,Medical,1,605,4,Male,56,3,3,Manufacturing Director,1,Married,7406,6950,1,Y,Yes,21,4,4,80,1,10,5,2,10,9,5,8 +45,No,Travel_Rarely,561,Sales,2,3,Other,1,606,4,Male,61,3,2,Sales Executive,2,Married,4805,16177,0,Y,No,19,3,2,80,1,9,3,4,8,7,3,7 +26,Yes,Travel_Frequently,426,Human Resources,17,4,Life Sciences,1,608,2,Female,58,3,1,Human Resources,3,Divorced,2741,22808,0,Y,Yes,11,3,2,80,1,8,2,2,7,7,1,0 +29,No,Travel_Rarely,232,Research & Development,19,3,Technical Degree,1,611,4,Male,34,3,2,Manufacturing Director,4,Divorced,4262,22645,4,Y,No,12,3,2,80,2,8,2,4,3,2,1,2 +33,No,Travel_Rarely,922,Research & Development,1,5,Medical,1,612,1,Female,95,4,4,Research Director,3,Divorced,16184,22578,4,Y,No,19,3,3,80,1,10,2,3,6,1,0,5 +31,No,Travel_Rarely,688,Sales,7,3,Life Sciences,1,613,3,Male,44,2,3,Manager,4,Divorced,11557,25291,9,Y,No,21,4,3,80,1,10,3,2,5,4,0,1 +18,Yes,Travel_Frequently,1306,Sales,5,3,Marketing,1,614,2,Male,69,3,1,Sales Representative,2,Single,1878,8059,1,Y,Yes,14,3,4,80,0,0,3,3,0,0,0,0 +40,No,Non-Travel,1094,Sales,28,3,Other,1,615,3,Male,58,1,3,Sales Executive,1,Divorced,10932,11373,3,Y,No,15,3,3,80,1,20,2,3,1,0,0,1 +41,No,Non-Travel,509,Research & Development,2,4,Other,1,616,1,Female,62,2,2,Healthcare Representative,3,Single,6811,2112,2,Y,Yes,17,3,1,80,0,10,3,3,8,7,0,7 +26,No,Travel_Rarely,775,Sales,29,2,Medical,1,618,1,Male,45,3,2,Sales Executive,3,Divorced,4306,4267,5,Y,No,12,3,1,80,2,8,5,3,0,0,0,0 +35,No,Travel_Rarely,195,Sales,1,3,Medical,1,620,1,Female,80,3,2,Sales Executive,3,Single,4859,6698,1,Y,No,16,3,4,80,0,5,3,3,5,4,0,3 +34,No,Travel_Rarely,258,Sales,21,4,Life Sciences,1,621,4,Male,74,4,2,Sales Executive,4,Single,5337,19921,1,Y,No,12,3,4,80,0,10,3,3,10,7,5,7 +26,Yes,Travel_Rarely,471,Research & Development,24,3,Technical Degree,1,622,3,Male,66,1,1,Laboratory Technician,4,Single,2340,23213,1,Y,Yes,18,3,2,80,0,1,3,1,1,0,0,0 +37,No,Travel_Rarely,799,Research & Development,1,3,Technical Degree,1,623,2,Female,59,3,3,Manufacturing Director,4,Single,7491,23848,4,Y,No,17,3,4,80,0,12,3,4,6,5,1,2 +46,No,Travel_Frequently,1034,Research & Development,18,1,Medical,1,624,1,Female,86,3,3,Healthcare Representative,3,Married,10527,8984,5,Y,No,11,3,4,80,0,28,3,2,2,2,1,2 +41,No,Travel_Rarely,1276,Sales,2,5,Life Sciences,1,625,2,Female,91,3,4,Manager,1,Married,16595,5626,7,Y,No,16,3,2,80,1,22,2,3,18,16,11,8 +37,No,Non-Travel,142,Sales,9,4,Medical,1,626,1,Male,69,3,3,Sales Executive,2,Divorced,8834,24666,1,Y,No,13,3,4,80,1,9,6,3,9,5,7,7 +52,No,Travel_Rarely,956,Research & Development,6,2,Technical Degree,1,630,4,Male,78,3,2,Research Scientist,1,Divorced,5577,22087,3,Y,Yes,12,3,2,80,2,18,3,3,10,9,6,9 +32,Yes,Non-Travel,1474,Sales,11,4,Other,1,631,4,Male,60,4,2,Sales Executive,3,Married,4707,23914,8,Y,No,12,3,4,80,0,6,2,3,4,2,1,2 +24,No,Travel_Frequently,535,Sales,24,3,Medical,1,632,4,Male,38,3,1,Sales Representative,4,Married,2400,5530,0,Y,No,13,3,3,80,2,3,3,3,2,2,2,1 +38,No,Travel_Rarely,1495,Research & Development,10,3,Medical,1,634,3,Female,76,3,2,Healthcare Representative,3,Married,9824,22174,3,Y,No,19,3,3,80,1,18,4,3,1,0,0,0 +37,No,Travel_Rarely,446,Research & Development,1,4,Life Sciences,1,635,2,Female,65,3,2,Manufacturing Director,2,Married,6447,15701,6,Y,No,12,3,2,80,1,8,2,2,6,5,4,3 +49,No,Travel_Rarely,1245,Research & Development,18,4,Life Sciences,1,638,4,Male,58,2,5,Research Director,3,Divorced,19502,2125,1,Y,Yes,17,3,3,80,1,31,5,3,31,9,0,9 +24,No,Travel_Rarely,691,Research & Development,23,3,Medical,1,639,2,Male,89,4,1,Research Scientist,4,Married,2725,21630,1,Y,Yes,11,3,2,80,2,6,3,3,6,5,1,4 +24,No,Travel_Rarely,823,Research & Development,17,2,Other,1,643,4,Male,94,2,1,Laboratory Technician,2,Married,2127,9100,1,Y,No,21,4,4,80,1,1,2,3,1,0,0,0 +25,No,Travel_Rarely,622,Sales,13,1,Medical,1,645,2,Male,40,3,1,Sales Representative,3,Married,2096,26376,1,Y,No,11,3,3,80,0,7,1,3,7,4,0,6 +24,Yes,Travel_Frequently,1287,Research & Development,7,3,Life Sciences,1,647,1,Female,55,3,1,Laboratory Technician,3,Married,2886,14168,1,Y,Yes,16,3,4,80,1,6,4,3,6,3,1,2 +34,No,Travel_Rarely,254,Research & Development,1,2,Life Sciences,1,649,2,Male,83,2,1,Research Scientist,4,Married,3622,22794,1,Y,Yes,13,3,4,80,1,6,3,3,6,5,1,3 +31,Yes,Travel_Rarely,1365,Sales,13,4,Medical,1,650,2,Male,46,3,2,Sales Executive,1,Divorced,4233,11512,2,Y,No,17,3,3,80,0,9,2,1,3,1,1,2 +35,No,Travel_Rarely,538,Research & Development,25,2,Other,1,652,1,Male,54,2,2,Laboratory Technician,4,Single,3681,14004,4,Y,No,14,3,4,80,0,9,3,3,3,2,0,2 +31,No,Travel_Rarely,525,Sales,6,4,Medical,1,653,1,Male,66,4,2,Sales Executive,4,Divorced,5460,6219,4,Y,No,22,4,4,80,2,13,4,4,7,7,5,7 +37,No,Travel_Rarely,558,Sales,2,3,Marketing,1,656,4,Male,75,3,2,Sales Executive,3,Married,9602,3010,4,Y,Yes,11,3,3,80,1,17,3,2,3,0,1,0 +20,No,Travel_Rarely,959,Research & Development,1,3,Life Sciences,1,657,4,Female,83,2,1,Research Scientist,2,Single,2836,11757,1,Y,No,13,3,4,80,0,1,0,4,1,0,0,0 +42,No,Travel_Rarely,622,Research & Development,2,4,Life Sciences,1,659,3,Female,81,3,2,Healthcare Representative,4,Married,4089,5718,1,Y,No,13,3,2,80,2,10,4,3,10,2,2,2 +38,No,Travel_Rarely,362,Research & Development,1,1,Life Sciences,1,662,3,Female,43,3,1,Research Scientist,1,Single,2619,14561,3,Y,No,17,3,4,80,0,8,3,2,0,0,0,0 +43,No,Travel_Frequently,1001,Research & Development,9,5,Medical,1,663,4,Male,72,3,2,Laboratory Technician,3,Divorced,5679,19627,3,Y,Yes,13,3,2,80,1,10,3,3,8,7,4,7 +44,No,Travel_Rarely,1112,Human Resources,1,4,Life Sciences,1,665,1,Female,50,2,2,Human Resources,3,Single,5985,26894,4,Y,No,11,3,2,80,0,10,1,4,2,2,0,2 +27,Yes,Travel_Rarely,1420,Sales,2,1,Marketing,1,667,3,Male,85,3,1,Sales Representative,1,Divorced,3041,16346,0,Y,No,11,3,2,80,1,5,3,3,4,3,0,2 +21,No,Travel_Rarely,1343,Sales,22,1,Technical Degree,1,669,3,Male,49,3,1,Sales Representative,3,Single,3447,24444,1,Y,No,11,3,3,80,0,3,2,3,3,2,1,2 +44,No,Travel_Rarely,1315,Research & Development,3,4,Other,1,671,4,Male,35,3,5,Manager,4,Married,19513,9358,4,Y,Yes,12,3,1,80,1,26,2,4,2,2,0,1 +22,No,Travel_Rarely,604,Research & Development,6,1,Medical,1,675,1,Male,69,3,1,Research Scientist,3,Married,2773,12145,0,Y,No,20,4,4,80,0,3,3,3,2,2,2,2 +33,No,Travel_Rarely,1216,Sales,8,4,Marketing,1,677,3,Male,39,3,2,Sales Executive,3,Divorced,7104,20431,0,Y,No,12,3,4,80,0,6,3,3,5,0,1,2 +32,No,Travel_Rarely,646,Research & Development,9,4,Life Sciences,1,679,1,Female,92,3,2,Research Scientist,4,Married,6322,18089,1,Y,Yes,12,3,4,80,1,6,2,2,6,4,0,5 +30,No,Travel_Frequently,160,Research & Development,3,3,Medical,1,680,3,Female,71,3,1,Research Scientist,3,Divorced,2083,22653,1,Y,No,20,4,3,80,1,1,2,3,1,0,0,0 +53,No,Travel_Rarely,238,Sales,1,1,Medical,1,682,4,Female,34,3,2,Sales Executive,1,Single,8381,7507,7,Y,No,20,4,4,80,0,18,2,4,14,7,8,10 +34,No,Travel_Rarely,1397,Research & Development,1,5,Life Sciences,1,683,2,Male,42,3,1,Research Scientist,4,Married,2691,7660,1,Y,No,12,3,4,80,1,10,4,2,10,9,8,8 +26,No,Travel_Rarely,991,Research & Development,6,3,Life Sciences,1,686,3,Female,71,3,1,Laboratory Technician,4,Married,2659,17759,1,Y,Yes,13,3,3,80,1,3,2,3,3,2,0,2 +37,No,Travel_Rarely,482,Research & Development,3,3,Other,1,689,3,Male,36,3,3,Manufacturing Director,3,Married,9434,9606,1,Y,No,15,3,3,80,1,10,2,3,10,7,7,8 +29,No,Travel_Rarely,1176,Sales,3,2,Medical,1,690,2,Female,62,3,2,Sales Executive,3,Married,5561,3487,1,Y,No,14,3,1,80,1,6,5,2,6,0,1,2 +35,No,Travel_Rarely,1017,Research & Development,6,4,Life Sciences,1,691,2,Male,82,1,2,Research Scientist,4,Single,6646,19368,1,Y,No,13,3,2,80,0,17,3,3,17,11,11,8 +33,No,Travel_Frequently,1296,Research & Development,6,3,Life Sciences,1,692,3,Male,30,3,2,Healthcare Representative,4,Divorced,7725,5335,3,Y,No,23,4,3,80,1,15,2,1,13,11,4,7 +54,No,Travel_Rarely,397,Human Resources,19,4,Medical,1,698,3,Male,88,3,3,Human Resources,2,Married,10725,6729,2,Y,No,15,3,3,80,1,16,1,4,9,7,7,1 +36,No,Travel_Rarely,913,Research & Development,9,2,Medical,1,699,2,Male,48,2,2,Manufacturing Director,2,Divorced,8847,13934,2,Y,Yes,11,3,3,80,1,13,2,3,3,2,0,2 +27,No,Travel_Rarely,1115,Research & Development,3,4,Medical,1,700,1,Male,54,2,1,Research Scientist,4,Single,2045,15174,0,Y,No,13,3,4,80,0,5,0,3,4,2,1,1 +35,No,Non-Travel,727,Research & Development,3,3,Life Sciences,1,704,3,Male,41,2,1,Laboratory Technician,3,Married,1281,16900,1,Y,No,18,3,3,80,2,1,3,3,1,0,0,0 +23,No,Travel_Rarely,885,Research & Development,4,3,Medical,1,705,1,Male,58,4,1,Research Scientist,1,Married,2819,8544,2,Y,No,16,3,1,80,1,5,3,4,3,2,0,2 +25,No,Travel_Rarely,810,Sales,8,3,Life Sciences,1,707,4,Male,57,4,2,Sales Executive,2,Married,4851,15678,0,Y,No,22,4,3,80,1,4,4,3,3,2,1,2 +38,No,Travel_Rarely,243,Sales,7,4,Marketing,1,709,4,Female,46,2,2,Sales Executive,4,Single,4028,7791,0,Y,No,20,4,1,80,0,8,2,3,7,7,0,5 +29,No,Travel_Frequently,806,Research & Development,1,4,Life Sciences,1,710,2,Male,76,1,1,Research Scientist,4,Divorced,2720,18959,1,Y,No,18,3,4,80,1,10,5,3,10,7,2,8 +48,No,Travel_Rarely,817,Sales,2,1,Marketing,1,712,2,Male,56,4,2,Sales Executive,2,Married,8120,18597,3,Y,No,12,3,4,80,0,12,3,3,2,2,2,2 +27,No,Travel_Frequently,1410,Sales,3,1,Medical,1,714,4,Female,71,4,2,Sales Executive,4,Divorced,4647,16673,1,Y,Yes,20,4,2,80,2,6,3,3,6,5,0,4 +37,No,Travel_Rarely,1225,Research & Development,10,2,Life Sciences,1,715,4,Male,80,4,1,Research Scientist,4,Single,4680,15232,3,Y,No,17,3,1,80,0,4,2,3,1,0,0,0 +50,No,Travel_Rarely,1207,Research & Development,28,1,Medical,1,716,4,Male,74,4,1,Laboratory Technician,3,Married,3221,3297,1,Y,Yes,11,3,3,80,3,20,3,3,20,8,3,8 +34,No,Travel_Rarely,1442,Research & Development,9,3,Medical,1,717,4,Female,46,2,3,Healthcare Representative,2,Single,8621,17654,1,Y,No,14,3,2,80,0,9,3,4,8,7,7,7 +24,Yes,Travel_Rarely,693,Sales,3,2,Life Sciences,1,720,1,Female,65,3,2,Sales Executive,3,Single,4577,24785,9,Y,No,14,3,1,80,0,4,3,3,2,2,2,0 +39,No,Travel_Rarely,408,Research & Development,2,4,Technical Degree,1,721,4,Female,80,2,2,Healthcare Representative,3,Single,4553,20978,1,Y,No,11,3,1,80,0,20,4,3,20,7,11,10 +32,No,Travel_Rarely,929,Sales,10,3,Marketing,1,722,4,Male,55,3,2,Sales Executive,4,Single,5396,21703,1,Y,No,12,3,4,80,0,10,2,2,10,7,0,8 +50,Yes,Travel_Frequently,562,Sales,8,2,Technical Degree,1,723,2,Male,50,3,2,Sales Executive,3,Married,6796,23452,3,Y,Yes,14,3,1,80,1,18,4,3,4,3,1,3 +38,No,Travel_Rarely,827,Research & Development,1,4,Life Sciences,1,724,2,Female,33,4,2,Healthcare Representative,4,Single,7625,19383,0,Y,No,13,3,3,80,0,10,4,2,9,7,1,8 +32,No,Travel_Rarely,1018,Research & Development,3,2,Life Sciences,1,727,3,Female,39,3,3,Research Director,4,Single,11159,19373,3,Y,No,15,3,4,80,0,10,6,3,7,7,7,7 +47,No,Travel_Rarely,703,Sales,14,4,Marketing,1,728,4,Male,42,3,2,Sales Executive,1,Single,4960,11825,2,Y,No,12,3,4,80,0,20,2,3,7,7,1,7 +41,No,Travel_Rarely,427,Human Resources,10,4,Human Resources,1,731,2,Male,73,2,5,Manager,4,Divorced,19141,8861,3,Y,No,15,3,2,80,3,23,2,2,21,6,12,6 +60,No,Travel_Rarely,1179,Sales,16,4,Marketing,1,732,1,Male,84,3,2,Sales Executive,1,Single,5405,11924,8,Y,No,14,3,4,80,0,10,1,3,2,2,2,2 +27,No,Travel_Frequently,294,Research & Development,10,2,Life Sciences,1,733,4,Male,32,3,3,Manufacturing Director,1,Divorced,8793,4809,1,Y,No,21,4,3,80,2,9,4,2,9,7,1,7 +41,No,Travel_Rarely,314,Human Resources,1,3,Human Resources,1,734,4,Male,59,2,5,Manager,3,Married,19189,19562,1,Y,No,12,3,2,80,1,22,3,3,22,7,2,10 +50,No,Travel_Rarely,316,Sales,8,4,Marketing,1,738,4,Male,54,3,1,Sales Representative,2,Married,3875,9983,7,Y,No,15,3,4,80,1,4,2,3,2,2,2,2 +28,Yes,Travel_Rarely,654,Research & Development,1,2,Life Sciences,1,741,1,Female,67,1,1,Research Scientist,2,Single,2216,3872,7,Y,Yes,13,3,4,80,0,10,4,3,7,7,3,7 +36,No,Non-Travel,427,Research & Development,8,3,Life Sciences,1,742,1,Female,63,4,3,Research Director,1,Married,11713,20335,9,Y,No,14,3,1,80,1,10,2,3,8,7,0,5 +38,No,Travel_Rarely,168,Research & Development,1,3,Life Sciences,1,743,3,Female,81,3,3,Manufacturing Director,3,Single,7861,15397,4,Y,Yes,14,3,4,80,0,10,4,4,1,0,0,0 +44,No,Non-Travel,381,Research & Development,24,3,Medical,1,744,1,Male,49,1,1,Laboratory Technician,3,Single,3708,2104,2,Y,No,14,3,3,80,0,9,5,3,5,2,1,4 +47,No,Travel_Frequently,217,Sales,3,3,Medical,1,746,4,Female,49,3,4,Sales Executive,3,Divorced,13770,10225,9,Y,Yes,12,3,4,80,2,28,2,2,22,2,11,13 +30,No,Travel_Rarely,501,Sales,27,5,Marketing,1,747,3,Male,99,3,2,Sales Executive,4,Divorced,5304,25275,7,Y,No,23,4,4,80,1,10,2,2,8,7,7,7 +29,No,Travel_Rarely,1396,Sales,10,3,Life Sciences,1,749,3,Male,99,3,1,Sales Representative,3,Single,2642,2755,1,Y,No,11,3,3,80,0,1,6,3,1,0,0,0 +42,Yes,Travel_Frequently,933,Research & Development,19,3,Medical,1,752,3,Male,57,4,1,Research Scientist,3,Divorced,2759,20366,6,Y,Yes,12,3,4,80,0,7,2,3,2,2,2,2 +43,No,Travel_Frequently,775,Sales,15,3,Life Sciences,1,754,4,Male,47,2,2,Sales Executive,4,Married,6804,23683,3,Y,No,18,3,3,80,1,7,5,3,2,2,2,2 +34,No,Travel_Rarely,970,Research & Development,8,2,Medical,1,757,2,Female,96,3,2,Healthcare Representative,3,Single,6142,7360,3,Y,No,11,3,4,80,0,10,2,3,5,1,4,3 +23,No,Travel_Rarely,650,Research & Development,9,1,Medical,1,758,2,Male,37,3,1,Laboratory Technician,1,Married,2500,4344,1,Y,No,14,3,4,80,1,5,2,4,4,3,0,2 +39,No,Travel_Rarely,141,Human Resources,3,3,Human Resources,1,760,3,Female,44,4,2,Human Resources,2,Married,6389,18767,9,Y,No,15,3,3,80,1,12,3,1,8,3,3,6 +56,No,Travel_Rarely,832,Research & Development,9,3,Medical,1,762,3,Male,81,3,4,Healthcare Representative,4,Married,11103,20420,7,Y,No,11,3,3,80,0,30,1,2,10,7,1,1 +40,No,Travel_Rarely,804,Research & Development,2,1,Medical,1,763,4,Female,86,2,1,Research Scientist,4,Single,2342,22929,0,Y,Yes,20,4,4,80,0,5,2,2,4,2,2,3 +27,No,Travel_Rarely,975,Research & Development,7,3,Medical,1,764,4,Female,55,2,2,Healthcare Representative,1,Single,6811,23398,8,Y,No,19,3,1,80,0,9,2,1,7,6,0,7 +29,No,Travel_Rarely,1090,Sales,10,3,Marketing,1,766,4,Male,83,3,1,Sales Representative,2,Divorced,2297,17967,1,Y,No,14,3,4,80,2,2,2,3,2,2,2,2 +53,No,Travel_Rarely,346,Research & Development,6,3,Life Sciences,1,769,4,Male,86,3,2,Laboratory Technician,4,Single,2450,10919,2,Y,No,17,3,4,80,0,19,4,3,2,2,2,2 +35,No,Non-Travel,1225,Research & Development,2,4,Life Sciences,1,771,4,Female,61,3,2,Healthcare Representative,1,Divorced,5093,4761,2,Y,No,11,3,1,80,1,16,2,4,1,0,0,0 +32,No,Travel_Frequently,430,Research & Development,24,4,Life Sciences,1,772,1,Male,80,3,2,Laboratory Technician,4,Married,5309,21146,1,Y,No,15,3,4,80,2,10,2,3,10,8,4,7 +38,No,Travel_Rarely,268,Research & Development,2,5,Medical,1,773,4,Male,92,3,1,Research Scientist,3,Married,3057,20471,6,Y,Yes,13,3,2,80,1,6,0,1,1,0,0,1 +34,No,Travel_Rarely,167,Research & Development,8,5,Life Sciences,1,775,2,Female,32,3,2,Manufacturing Director,1,Divorced,5121,4187,3,Y,No,14,3,3,80,1,7,3,3,0,0,0,0 +52,No,Travel_Rarely,621,Sales,3,4,Marketing,1,776,3,Male,31,2,4,Manager,1,Married,16856,10084,1,Y,No,11,3,1,80,0,34,3,4,34,6,1,16 +33,Yes,Travel_Rarely,527,Research & Development,1,4,Other,1,780,4,Male,63,3,1,Research Scientist,4,Single,2686,5207,1,Y,Yes,13,3,3,80,0,10,2,2,10,9,7,8 +45,No,Travel_Rarely,954,Sales,2,2,Technical Degree,1,783,2,Male,46,1,2,Sales Representative,3,Single,6632,12388,0,Y,No,13,3,1,80,0,9,3,3,8,7,3,1 +23,No,Travel_Rarely,310,Research & Development,10,1,Medical,1,784,1,Male,79,4,1,Research Scientist,3,Single,3505,19630,1,Y,No,18,3,4,80,0,2,3,3,2,2,0,2 +47,Yes,Travel_Frequently,719,Sales,27,2,Life Sciences,1,785,2,Female,77,4,2,Sales Executive,3,Single,6397,10339,4,Y,Yes,12,3,4,80,0,8,2,3,5,4,1,3 +34,No,Travel_Rarely,304,Sales,2,3,Other,1,786,4,Male,60,3,2,Sales Executive,4,Single,6274,18686,1,Y,No,22,4,3,80,0,6,5,3,6,5,1,4 +55,Yes,Travel_Rarely,725,Research & Development,2,3,Medical,1,787,4,Male,78,3,5,Manager,1,Married,19859,21199,5,Y,Yes,13,3,4,80,1,24,2,3,5,2,1,4 +36,No,Non-Travel,1434,Sales,8,4,Life Sciences,1,789,1,Male,76,2,3,Sales Executive,1,Single,7587,14229,1,Y,No,15,3,2,80,0,10,1,3,10,7,0,9 +52,No,Non-Travel,715,Research & Development,19,4,Medical,1,791,4,Male,41,3,1,Research Scientist,4,Married,4258,26589,0,Y,No,18,3,1,80,1,5,3,3,4,3,1,2 +26,No,Travel_Frequently,575,Research & Development,1,2,Life Sciences,1,792,1,Female,71,1,1,Laboratory Technician,4,Divorced,4364,5288,3,Y,No,14,3,1,80,1,5,2,3,2,2,2,0 +29,No,Travel_Rarely,657,Research & Development,27,3,Medical,1,793,2,Female,66,3,2,Healthcare Representative,3,Married,4335,25549,4,Y,No,12,3,1,80,1,11,3,2,8,7,1,1 +26,Yes,Travel_Rarely,1146,Sales,8,3,Technical Degree,1,796,4,Male,38,2,2,Sales Executive,1,Single,5326,3064,6,Y,No,17,3,3,80,0,6,2,2,4,3,1,2 +34,No,Travel_Rarely,182,Research & Development,1,4,Life Sciences,1,797,2,Female,72,4,1,Research Scientist,4,Single,3280,13551,2,Y,No,16,3,3,80,0,10,2,3,4,2,1,3 +54,No,Travel_Rarely,376,Research & Development,19,4,Medical,1,799,4,Female,95,3,2,Manufacturing Director,1,Divorced,5485,22670,9,Y,Yes,11,3,2,80,2,9,4,3,5,3,1,4 +27,No,Travel_Frequently,829,Sales,8,1,Marketing,1,800,3,Male,84,3,2,Sales Executive,4,Married,4342,24008,0,Y,No,19,3,2,80,1,5,3,3,4,2,1,1 +37,No,Travel_Rarely,571,Research & Development,10,1,Life Sciences,1,802,4,Female,82,3,1,Research Scientist,1,Divorced,2782,19905,0,Y,Yes,13,3,2,80,2,6,3,2,5,3,4,3 +38,No,Travel_Frequently,240,Research & Development,2,4,Life Sciences,1,803,1,Female,75,4,2,Manufacturing Director,1,Single,5980,26085,6,Y,Yes,12,3,4,80,0,17,2,3,15,7,4,12 +34,No,Travel_Rarely,121,Research & Development,2,4,Medical,1,804,3,Female,86,2,1,Research Scientist,1,Single,4381,7530,1,Y,No,11,3,3,80,0,6,3,3,6,5,1,3 +35,No,Travel_Rarely,384,Sales,8,4,Life Sciences,1,805,1,Female,72,3,1,Sales Representative,4,Married,2572,20317,1,Y,No,16,3,2,80,1,3,1,2,3,2,0,2 +30,No,Travel_Rarely,921,Research & Development,1,3,Life Sciences,1,806,4,Male,38,1,1,Laboratory Technician,3,Married,3833,24375,3,Y,No,21,4,3,80,2,7,2,3,2,2,0,2 +40,No,Travel_Frequently,791,Research & Development,2,2,Medical,1,807,3,Female,38,4,2,Healthcare Representative,2,Married,4244,9931,1,Y,No,24,4,4,80,1,8,2,3,8,7,3,7 +42,No,Travel_Frequently,570,Research & Development,8,3,Life Sciences,1,809,2,Male,66,3,5,Manager,4,Divorced,18430,16225,1,Y,No,13,3,2,80,1,24,4,2,24,7,14,9 +23,Yes,Travel_Rarely,1243,Research & Development,6,3,Life Sciences,1,811,3,Male,63,4,1,Laboratory Technician,1,Married,1601,3445,1,Y,Yes,21,4,3,80,2,1,2,3,0,0,0,0 +24,No,Non-Travel,1092,Research & Development,9,3,Life Sciences,1,812,3,Male,60,2,1,Laboratory Technician,2,Divorced,2694,26551,1,Y,No,11,3,3,80,3,1,4,3,1,0,0,0 +52,No,Travel_Rarely,1325,Research & Development,11,4,Life Sciences,1,813,4,Female,82,3,2,Laboratory Technician,3,Married,3149,21821,8,Y,No,20,4,2,80,1,9,3,3,5,2,1,4 +50,No,Travel_Rarely,691,Research & Development,2,3,Medical,1,815,3,Male,64,3,4,Research Director,3,Married,17639,6881,5,Y,No,16,3,4,80,0,30,3,3,4,3,0,3 +29,Yes,Travel_Rarely,805,Research & Development,1,2,Life Sciences,1,816,2,Female,36,2,1,Laboratory Technician,1,Married,2319,6689,1,Y,Yes,11,3,4,80,1,1,1,3,1,0,0,0 +33,No,Travel_Rarely,213,Research & Development,7,3,Medical,1,817,3,Male,49,3,3,Research Director,3,Married,11691,25995,0,Y,No,11,3,4,80,0,14,3,4,13,9,3,7 +33,Yes,Travel_Rarely,118,Sales,16,3,Marketing,1,819,1,Female,69,3,2,Sales Executive,1,Single,5324,26507,5,Y,No,15,3,3,80,0,6,3,3,3,2,0,2 +47,No,Travel_Rarely,202,Research & Development,2,2,Other,1,820,3,Female,33,3,4,Manager,4,Married,16752,12982,1,Y,Yes,11,3,3,80,1,26,3,2,26,14,3,0 +36,No,Travel_Rarely,676,Research & Development,1,3,Other,1,823,3,Female,35,3,2,Manufacturing Director,2,Married,5228,23361,0,Y,No,15,3,1,80,1,10,2,3,9,7,0,5 +29,No,Travel_Rarely,1252,Research & Development,23,2,Life Sciences,1,824,3,Male,81,4,1,Research Scientist,3,Married,2700,23779,1,Y,No,24,4,3,80,1,10,3,3,10,7,0,7 +35,No,Travel_Rarely,1258,Research & Development,1,4,Life Sciences,1,826,4,Female,40,4,1,Research Scientist,3,Single,2506,13301,3,Y,No,13,3,3,80,0,7,0,3,2,2,2,2 +42,No,Travel_Rarely,932,Research & Development,1,2,Life Sciences,1,827,4,Female,43,2,2,Manufacturing Director,4,Married,6062,4051,9,Y,Yes,13,3,4,80,1,8,4,3,4,3,0,2 +28,Yes,Travel_Rarely,890,Research & Development,2,4,Medical,1,828,3,Male,46,3,1,Research Scientist,3,Single,4382,16374,6,Y,No,17,3,4,80,0,5,3,2,2,2,2,1 +36,No,Travel_Rarely,1041,Human Resources,13,3,Human Resources,1,829,3,Male,36,3,1,Human Resources,2,Married,2143,25527,4,Y,No,13,3,2,80,1,8,2,3,5,2,0,4 +32,No,Travel_Rarely,859,Research & Development,4,3,Life Sciences,1,830,3,Female,98,2,2,Manufacturing Director,3,Married,6162,19124,1,Y,No,12,3,3,80,1,14,3,3,14,13,6,8 +40,No,Travel_Frequently,720,Research & Development,16,4,Medical,1,832,1,Male,51,2,2,Laboratory Technician,3,Single,5094,11983,6,Y,No,14,3,4,80,0,10,6,3,1,0,0,0 +30,No,Travel_Rarely,946,Research & Development,2,3,Medical,1,833,3,Female,52,2,2,Manufacturing Director,4,Single,6877,20234,5,Y,Yes,24,4,2,80,0,12,4,2,0,0,0,0 +45,No,Travel_Rarely,252,Research & Development,2,3,Life Sciences,1,834,2,Female,95,2,1,Research Scientist,3,Single,2274,6153,1,Y,No,14,3,4,80,0,1,3,3,1,0,0,0 +42,No,Travel_Rarely,933,Research & Development,29,3,Life Sciences,1,836,2,Male,98,3,2,Manufacturing Director,2,Married,4434,11806,1,Y,No,13,3,4,80,1,10,3,2,9,8,7,8 +49,Yes,Travel_Rarely,1184,Sales,11,3,Marketing,1,840,3,Female,43,3,3,Sales Executive,4,Married,7654,5860,1,Y,No,18,3,1,80,2,9,3,4,9,8,7,7 +55,Yes,Travel_Rarely,436,Sales,2,1,Medical,1,842,3,Male,37,3,2,Sales Executive,4,Single,5160,21519,4,Y,No,16,3,3,80,0,12,3,2,9,7,7,3 +43,No,Travel_Rarely,589,Research & Development,14,2,Life Sciences,1,843,2,Male,94,3,4,Research Director,1,Married,17159,5200,6,Y,No,24,4,3,80,1,22,3,3,4,1,1,0 +27,No,Travel_Rarely,269,Research & Development,5,1,Technical Degree,1,844,3,Male,42,2,3,Research Director,4,Divorced,12808,8842,1,Y,Yes,16,3,2,80,1,9,3,3,9,8,0,8 +28,No,Travel_Rarely,760,Sales,2,4,Marketing,1,846,2,Female,81,3,2,Sales Executive,2,Married,4779,3698,1,Y,Yes,20,4,1,80,0,8,2,3,8,7,7,5 +26,Yes,Travel_Frequently,887,Research & Development,5,2,Medical,1,848,3,Female,88,2,1,Research Scientist,3,Married,2366,20898,1,Y,Yes,14,3,1,80,1,8,2,3,8,7,1,7 +27,No,Non-Travel,443,Research & Development,3,3,Medical,1,850,4,Male,50,3,1,Research Scientist,4,Married,1706,16571,1,Y,No,11,3,3,80,3,0,6,2,0,0,0,0 +51,No,Travel_Rarely,1318,Sales,26,4,Marketing,1,851,1,Female,66,3,4,Manager,3,Married,16307,5594,2,Y,No,14,3,3,80,1,29,2,2,20,6,4,17 +25,No,Travel_Rarely,180,Research & Development,2,1,Medical,1,854,1,Male,65,4,1,Research Scientist,1,Single,3424,21632,7,Y,No,13,3,3,80,0,6,3,2,4,3,0,1 +33,No,Travel_Rarely,586,Sales,1,3,Medical,1,855,1,Male,48,4,2,Sales Executive,1,Divorced,4037,21816,1,Y,No,22,4,1,80,1,9,5,3,9,8,0,8 +35,No,Travel_Rarely,1343,Research & Development,27,1,Medical,1,856,3,Female,53,2,1,Research Scientist,1,Single,2559,17852,1,Y,No,11,3,4,80,0,6,3,2,6,5,1,1 +36,No,Travel_Rarely,928,Sales,1,2,Life Sciences,1,857,2,Male,56,3,2,Sales Executive,4,Married,6201,2823,1,Y,Yes,14,3,4,80,1,18,1,2,18,14,4,11 +32,No,Travel_Rarely,117,Sales,13,4,Life Sciences,1,859,2,Male,73,3,2,Sales Executive,4,Divorced,4403,9250,2,Y,No,11,3,3,80,1,8,3,2,5,2,0,3 +30,No,Travel_Frequently,1012,Research & Development,5,4,Life Sciences,1,861,2,Male,75,2,1,Research Scientist,4,Divorced,3761,2373,9,Y,No,12,3,2,80,1,10,3,2,5,4,0,3 +53,No,Travel_Rarely,661,Sales,7,2,Marketing,1,862,1,Female,78,2,3,Sales Executive,4,Married,10934,20715,7,Y,Yes,18,3,4,80,1,35,3,3,5,2,0,4 +45,No,Travel_Rarely,930,Sales,9,3,Marketing,1,864,4,Male,74,3,3,Sales Executive,1,Divorced,10761,19239,4,Y,Yes,12,3,3,80,1,18,2,3,5,4,0,2 +52,No,Travel_Frequently,890,Research & Development,25,4,Medical,1,867,3,Female,81,2,4,Manufacturing Director,4,Married,13826,19028,3,Y,No,22,4,3,80,0,31,3,3,9,8,0,0 +37,No,Travel_Rarely,342,Sales,16,4,Marketing,1,868,4,Male,66,2,2,Sales Executive,3,Divorced,6334,24558,4,Y,No,19,3,4,80,2,9,2,3,1,0,0,0 +28,No,Travel_Rarely,1169,Human Resources,8,2,Medical,1,869,2,Male,63,2,1,Human Resources,4,Divorced,4936,23965,1,Y,No,13,3,4,80,1,6,6,3,5,1,0,4 +22,No,Travel_Rarely,1230,Research & Development,1,2,Life Sciences,1,872,4,Male,33,2,2,Manufacturing Director,4,Married,4775,19146,6,Y,No,22,4,1,80,2,4,2,1,2,2,2,2 +44,No,Travel_Rarely,986,Research & Development,8,4,Life Sciences,1,874,1,Male,62,4,1,Laboratory Technician,4,Married,2818,5044,2,Y,Yes,24,4,3,80,1,10,2,2,3,2,0,2 +42,No,Travel_Frequently,1271,Research & Development,2,1,Medical,1,875,2,Male,35,3,1,Research Scientist,4,Single,2515,9068,5,Y,Yes,14,3,4,80,0,8,2,3,2,1,2,2 +36,No,Travel_Rarely,1278,Human Resources,8,3,Life Sciences,1,878,1,Male,77,2,1,Human Resources,1,Married,2342,8635,0,Y,No,21,4,3,80,0,6,3,3,5,4,0,3 +25,No,Travel_Rarely,141,Sales,3,1,Other,1,879,3,Male,98,3,2,Sales Executive,1,Married,4194,14363,1,Y,Yes,18,3,4,80,0,5,3,3,5,3,0,3 +35,No,Travel_Rarely,607,Research & Development,9,3,Life Sciences,1,880,4,Female,66,2,3,Manufacturing Director,3,Married,10685,23457,1,Y,Yes,20,4,2,80,1,17,2,3,17,14,5,15 +32,No,Non-Travel,300,Research & Development,1,3,Life Sciences,1,882,4,Male,61,3,1,Laboratory Technician,4,Divorced,2314,9148,0,Y,No,12,3,2,80,1,4,2,3,3,0,0,2 +25,No,Travel_Rarely,583,Sales,4,1,Marketing,1,885,3,Male,87,2,2,Sales Executive,1,Married,4256,18154,1,Y,No,12,3,1,80,0,5,1,4,5,2,0,3 +49,No,Travel_Rarely,1418,Research & Development,1,3,Technical Degree,1,887,3,Female,36,3,1,Research Scientist,1,Married,3580,10554,2,Y,No,16,3,2,80,1,7,2,3,4,2,0,2 +24,No,Non-Travel,1269,Research & Development,4,1,Life Sciences,1,888,1,Male,46,2,1,Laboratory Technician,4,Married,3162,10778,0,Y,No,17,3,4,80,0,6,2,2,5,2,3,4 +38,No,Travel_Rarely,395,Sales,9,3,Marketing,1,893,2,Male,98,2,1,Sales Representative,2,Married,2899,12102,0,Y,No,19,3,4,80,1,3,3,3,2,2,1,2 +42,No,Travel_Rarely,1265,Research & Development,3,3,Life Sciences,1,894,3,Female,95,4,2,Laboratory Technician,4,Married,5231,23726,2,Y,Yes,13,3,2,80,1,17,1,2,5,3,1,3 +29,Yes,Travel_Rarely,341,Sales,1,3,Medical,1,896,2,Female,48,2,1,Sales Representative,3,Divorced,2800,23522,6,Y,Yes,19,3,3,80,3,5,3,3,3,2,0,2 +53,No,Travel_Rarely,868,Sales,8,3,Marketing,1,897,1,Male,73,3,4,Sales Executive,4,Married,11836,22789,5,Y,No,14,3,3,80,1,28,3,3,2,0,2,2 +35,No,Travel_Rarely,672,Research & Development,25,3,Technical Degree,1,899,4,Male,78,2,3,Manufacturing Director,2,Married,10903,9129,3,Y,No,16,3,1,80,0,16,2,3,13,10,4,8 +37,No,Travel_Frequently,1231,Sales,21,2,Medical,1,900,3,Female,54,3,1,Sales Representative,4,Married,2973,21222,5,Y,No,15,3,2,80,1,10,3,3,5,4,0,0 +43,No,Travel_Frequently,422,Research & Development,1,3,Life Sciences,1,902,4,Female,33,3,2,Healthcare Representative,4,Married,5562,21782,4,Y,No,13,3,2,80,1,12,2,2,5,2,2,2 +47,No,Travel_Rarely,249,Sales,2,2,Marketing,1,903,3,Female,35,3,2,Sales Executive,4,Married,4537,17783,0,Y,Yes,22,4,1,80,1,8,2,3,7,6,7,7 +37,No,Non-Travel,1252,Sales,19,2,Medical,1,904,1,Male,32,3,3,Sales Executive,2,Single,7642,4814,1,Y,Yes,13,3,4,80,0,10,2,3,10,0,0,9 +50,No,Non-Travel,881,Research & Development,2,4,Life Sciences,1,905,1,Male,98,3,4,Manager,1,Divorced,17924,4544,1,Y,No,11,3,4,80,1,31,3,3,31,6,14,7 +39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4 +33,No,Travel_Rarely,1075,Human Resources,3,2,Human Resources,1,910,4,Male,57,3,1,Human Resources,2,Divorced,2277,22650,3,Y,Yes,11,3,3,80,1,7,4,4,4,3,0,3 +32,Yes,Travel_Rarely,374,Research & Development,25,4,Life Sciences,1,911,1,Male,87,3,1,Laboratory Technician,4,Single,2795,18016,1,Y,Yes,24,4,3,80,0,1,2,1,1,0,0,1 +29,No,Travel_Rarely,1086,Research & Development,7,1,Medical,1,912,1,Female,62,2,1,Laboratory Technician,4,Divorced,2532,6054,6,Y,No,14,3,3,80,3,8,5,3,4,3,0,3 +44,No,Travel_Rarely,661,Research & Development,9,2,Life Sciences,1,913,2,Male,61,3,1,Research Scientist,1,Married,2559,7508,1,Y,Yes,13,3,4,80,0,8,0,3,8,7,7,1 +28,No,Travel_Rarely,821,Sales,5,4,Medical,1,916,1,Male,98,3,2,Sales Executive,4,Single,4908,24252,1,Y,No,14,3,2,80,0,4,3,3,4,2,0,2 +58,Yes,Travel_Frequently,781,Research & Development,2,1,Life Sciences,1,918,4,Male,57,2,1,Laboratory Technician,4,Divorced,2380,13384,9,Y,Yes,14,3,4,80,1,3,3,2,1,0,0,0 +20,Yes,Travel_Rarely,500,Sales,2,3,Medical,1,922,3,Female,49,2,1,Sales Representative,3,Single,2044,22052,1,Y,No,13,3,4,80,0,2,3,2,2,2,0,2 +21,Yes,Travel_Rarely,1427,Research & Development,18,1,Other,1,923,4,Female,65,3,1,Research Scientist,4,Single,2693,8870,1,Y,No,19,3,1,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1425,Research & Development,14,1,Life Sciences,1,924,3,Male,68,3,2,Healthcare Representative,4,Married,6586,4821,0,Y,Yes,17,3,1,80,1,17,2,2,16,8,4,11 +47,No,Travel_Rarely,1454,Sales,2,4,Life Sciences,1,925,4,Female,65,2,1,Sales Representative,4,Single,3294,13137,1,Y,Yes,18,3,1,80,0,3,3,2,3,2,1,2 +22,Yes,Travel_Rarely,617,Research & Development,3,1,Life Sciences,1,926,2,Female,34,3,2,Manufacturing Director,3,Married,4171,10022,0,Y,Yes,19,3,1,80,1,4,3,4,3,2,0,2 +41,Yes,Travel_Rarely,1085,Research & Development,2,4,Life Sciences,1,927,2,Female,57,1,1,Laboratory Technician,4,Divorced,2778,17725,4,Y,Yes,13,3,3,80,1,10,1,2,7,7,1,0 +28,No,Travel_Rarely,995,Research & Development,9,3,Medical,1,930,3,Female,77,3,1,Research Scientist,3,Divorced,2377,9834,5,Y,No,18,3,2,80,1,6,2,3,2,2,2,2 +39,Yes,Travel_Rarely,1122,Research & Development,6,3,Medical,1,932,4,Male,70,3,1,Laboratory Technician,1,Married,2404,4303,7,Y,Yes,21,4,4,80,0,8,2,1,2,2,2,2 +27,No,Travel_Rarely,618,Research & Development,4,3,Life Sciences,1,933,2,Female,76,3,1,Research Scientist,3,Single,2318,17808,1,Y,No,19,3,3,80,0,1,2,3,1,1,0,0 +34,No,Travel_Rarely,546,Research & Development,10,3,Life Sciences,1,934,2,Male,83,3,1,Laboratory Technician,2,Divorced,2008,6896,1,Y,No,14,3,2,80,2,1,3,3,1,0,1,0 +33,No,Travel_Rarely,1198,Research & Development,1,4,Other,1,939,3,Male,100,2,1,Research Scientist,1,Single,2799,3339,3,Y,Yes,11,3,2,80,0,6,1,3,3,2,0,2 +58,No,Travel_Rarely,1272,Research & Development,5,3,Technical Degree,1,940,3,Female,37,2,3,Healthcare Representative,2,Divorced,10552,9255,2,Y,Yes,13,3,4,80,1,24,3,3,6,0,0,4 +31,No,Travel_Rarely,154,Sales,7,4,Life Sciences,1,941,2,Male,41,2,1,Sales Representative,3,Married,2329,11737,3,Y,No,15,3,2,80,0,13,2,4,7,7,5,2 +35,No,Travel_Rarely,1137,Research & Development,21,1,Life Sciences,1,942,4,Female,51,3,2,Healthcare Representative,4,Married,4014,19170,1,Y,Yes,25,4,4,80,1,10,2,1,10,6,0,7 +49,No,Travel_Rarely,527,Research & Development,8,2,Other,1,944,1,Female,51,3,3,Laboratory Technician,2,Married,7403,22477,4,Y,No,11,3,3,80,1,29,3,2,26,9,1,7 +31,No,Non-Travel,1188,Sales,20,2,Marketing,1,947,4,Female,45,3,2,Sales Executive,3,Married,6932,24406,1,Y,No,13,3,4,80,1,9,2,2,9,8,0,0 +36,No,Travel_Rarely,188,Research & Development,7,4,Other,1,949,2,Male,65,3,1,Research Scientist,4,Single,4678,23293,2,Y,No,18,3,3,80,0,8,6,3,6,2,0,1 +32,No,Non-Travel,1184,Research & Development,1,3,Life Sciences,1,951,3,Female,70,2,1,Laboratory Technician,2,Married,2332,3974,6,Y,No,20,4,3,80,0,5,3,3,3,0,0,2 +25,Yes,Travel_Rarely,867,Sales,19,2,Marketing,1,952,3,Male,36,2,1,Sales Representative,2,Married,2413,18798,1,Y,Yes,18,3,3,80,3,1,2,3,1,0,0,0 +40,No,Travel_Rarely,658,Sales,10,4,Marketing,1,954,1,Male,67,2,3,Sales Executive,2,Divorced,9705,20652,2,Y,No,12,3,2,80,1,11,2,2,1,0,0,0 +26,No,Travel_Frequently,1283,Sales,1,3,Medical,1,956,3,Male,52,2,2,Sales Executive,1,Single,4294,11148,1,Y,No,12,3,2,80,0,7,2,3,7,7,0,7 +41,No,Travel_Rarely,263,Research & Development,6,3,Medical,1,957,4,Male,59,3,1,Laboratory Technician,1,Single,4721,3119,2,Y,Yes,13,3,3,80,0,20,3,3,18,13,2,17 +36,No,Travel_Rarely,938,Research & Development,2,4,Medical,1,958,3,Male,79,3,1,Laboratory Technician,3,Single,2519,12287,4,Y,No,21,4,3,80,0,16,6,3,11,8,3,9 +19,Yes,Travel_Rarely,419,Sales,21,3,Other,1,959,4,Male,37,2,1,Sales Representative,2,Single,2121,9947,1,Y,Yes,13,3,2,80,0,1,3,4,1,0,0,0 +31,No,Travel_Rarely,616,Research & Development,12,3,Medical,1,961,4,Female,41,3,2,Healthcare Representative,4,Married,5855,17369,0,Y,Yes,11,3,3,80,2,10,2,1,9,7,8,5 +40,No,Travel_Frequently,1469,Research & Development,9,4,Medical,1,964,4,Male,35,3,1,Research Scientist,2,Divorced,3617,25063,8,Y,Yes,14,3,4,80,1,3,2,3,1,1,0,0 +32,No,Travel_Rarely,498,Research & Development,3,4,Medical,1,966,3,Female,93,3,2,Manufacturing Director,1,Married,6725,13554,1,Y,No,12,3,3,80,1,8,2,4,8,7,6,3 +36,Yes,Travel_Rarely,530,Sales,3,1,Life Sciences,1,967,3,Male,51,2,3,Sales Executive,4,Married,10325,5518,1,Y,Yes,11,3,1,80,1,16,6,3,16,7,3,7 +33,No,Travel_Rarely,1069,Research & Development,1,3,Life Sciences,1,969,2,Female,42,2,2,Healthcare Representative,4,Single,6949,12291,0,Y,No,14,3,1,80,0,6,3,3,5,0,1,4 +37,Yes,Travel_Rarely,625,Sales,1,4,Life Sciences,1,970,1,Male,46,2,3,Sales Executive,3,Married,10609,14922,5,Y,No,11,3,3,80,0,17,2,1,14,1,11,7 +45,No,Non-Travel,805,Research & Development,4,2,Life Sciences,1,972,3,Male,57,3,2,Laboratory Technician,2,Married,4447,23163,1,Y,No,12,3,2,80,0,9,5,2,9,7,0,8 +29,No,Travel_Frequently,1404,Sales,20,3,Technical Degree,1,974,3,Female,84,3,1,Sales Representative,4,Married,2157,18203,1,Y,No,15,3,2,80,1,3,5,3,3,1,0,2 +35,No,Travel_Rarely,1219,Sales,18,3,Medical,1,975,3,Female,86,3,2,Sales Executive,3,Married,4601,6179,1,Y,No,16,3,2,80,0,5,3,3,5,2,1,0 +58,Yes,Travel_Rarely,289,Research & Development,2,3,Technical Degree,1,977,4,Male,51,3,1,Research Scientist,3,Single,2479,26227,4,Y,No,24,4,1,80,0,7,4,3,1,0,0,0 +53,No,Travel_Rarely,1376,Sales,2,2,Medical,1,981,3,Male,45,3,4,Manager,3,Divorced,14852,13938,6,Y,No,13,3,3,80,1,22,3,4,17,13,15,2 +30,No,Travel_Rarely,231,Sales,8,2,Other,1,982,3,Male,62,3,3,Sales Executive,3,Divorced,7264,9977,5,Y,No,11,3,1,80,1,10,2,4,8,4,7,7 +38,No,Non-Travel,152,Sales,10,3,Technical Degree,1,983,3,Female,85,3,2,Sales Executive,4,Single,5666,19899,1,Y,Yes,13,3,2,80,0,6,1,3,5,3,1,3 +35,No,Travel_Rarely,882,Sales,3,4,Life Sciences,1,984,4,Male,92,3,3,Sales Executive,4,Divorced,7823,6812,6,Y,No,13,3,2,80,1,12,2,3,10,9,0,8 +39,No,Travel_Rarely,903,Sales,2,5,Life Sciences,1,985,1,Male,41,4,3,Sales Executive,3,Single,7880,2560,0,Y,No,18,3,4,80,0,9,3,3,8,7,0,7 +40,Yes,Non-Travel,1479,Sales,24,3,Life Sciences,1,986,2,Female,100,4,4,Sales Executive,2,Single,13194,17071,4,Y,Yes,16,3,4,80,0,22,2,2,1,0,0,0 +47,No,Travel_Frequently,1379,Research & Development,16,4,Medical,1,987,3,Male,64,4,2,Manufacturing Director,3,Divorced,5067,6759,1,Y,Yes,19,3,3,80,0,20,3,4,19,10,2,7 +36,No,Non-Travel,1229,Sales,8,4,Technical Degree,1,990,1,Male,84,3,2,Sales Executive,4,Divorced,5079,25952,4,Y,No,13,3,4,80,2,12,3,3,7,7,0,7 +31,Yes,Non-Travel,335,Research & Development,9,2,Medical,1,991,3,Male,46,2,1,Research Scientist,1,Single,2321,10322,0,Y,Yes,22,4,1,80,0,4,0,3,3,2,1,2 +33,No,Non-Travel,722,Sales,17,3,Life Sciences,1,992,4,Male,38,3,4,Manager,3,Single,17444,20489,1,Y,No,11,3,4,80,0,10,2,3,10,8,6,0 +29,Yes,Travel_Rarely,906,Research & Development,10,3,Life Sciences,1,994,4,Female,92,2,1,Research Scientist,1,Single,2404,11479,6,Y,Yes,20,4,3,80,0,3,5,3,0,0,0,0 +33,No,Travel_Rarely,461,Research & Development,13,1,Life Sciences,1,995,2,Female,53,3,1,Research Scientist,4,Single,3452,17241,3,Y,No,18,3,1,80,0,5,4,3,3,2,0,2 +45,No,Travel_Rarely,974,Research & Development,1,4,Medical,1,996,4,Female,91,3,1,Laboratory Technician,4,Divorced,2270,11005,3,Y,No,14,3,4,80,2,8,2,3,5,3,0,2 +50,No,Travel_Rarely,1126,Research & Development,1,2,Medical,1,997,4,Male,66,3,4,Research Director,4,Divorced,17399,6615,9,Y,No,22,4,3,80,1,32,1,2,5,4,1,3 +33,No,Travel_Frequently,827,Research & Development,1,4,Other,1,998,3,Female,84,4,2,Healthcare Representative,2,Married,5488,20161,1,Y,Yes,13,3,1,80,1,6,2,3,6,5,1,2 +41,No,Travel_Frequently,840,Research & Development,9,3,Medical,1,999,1,Male,64,3,5,Research Director,3,Divorced,19419,3735,2,Y,No,17,3,2,80,1,21,2,4,18,16,0,11 +27,No,Travel_Rarely,1134,Research & Development,16,4,Technical Degree,1,1001,3,Female,37,3,1,Laboratory Technician,2,Married,2811,12086,9,Y,No,14,3,2,80,1,4,2,3,2,2,2,2 +45,No,Non-Travel,248,Research & Development,23,2,Life Sciences,1,1002,4,Male,42,3,2,Laboratory Technician,1,Married,3633,14039,1,Y,Yes,15,3,3,80,1,9,2,3,9,8,0,8 +30,Yes,Travel_Rarely,138,Research & Development,22,3,Life Sciences,1,1004,1,Female,48,3,1,Research Scientist,3,Married,2132,11539,4,Y,Yes,11,3,2,80,0,7,2,3,5,2,0,1 +50,No,Travel_Rarely,939,Research & Development,24,3,Life Sciences,1,1005,4,Male,95,3,4,Manufacturing Director,3,Married,13973,4161,3,Y,Yes,18,3,4,80,1,22,2,3,12,11,1,5 +38,No,Travel_Frequently,1391,Research & Development,10,1,Medical,1,1006,3,Male,66,3,1,Research Scientist,3,Married,2684,12127,0,Y,No,17,3,2,80,1,3,0,2,2,1,0,2 +46,No,Travel_Rarely,566,Research & Development,7,2,Medical,1,1007,4,Male,75,3,3,Manufacturing Director,3,Divorced,10845,24208,6,Y,No,13,3,2,80,1,13,3,3,8,7,0,7 +24,No,Travel_Rarely,1206,Research & Development,17,1,Medical,1,1009,4,Female,41,2,2,Manufacturing Director,3,Divorced,4377,24117,1,Y,No,15,3,2,80,2,5,6,3,4,2,3,2 +35,Yes,Travel_Rarely,622,Research & Development,14,4,Other,1,1010,3,Male,39,2,1,Laboratory Technician,2,Divorced,3743,10074,1,Y,Yes,24,4,4,80,1,5,2,1,4,2,0,2 +31,No,Travel_Frequently,853,Research & Development,1,1,Life Sciences,1,1011,3,Female,96,3,2,Manufacturing Director,1,Married,4148,11275,1,Y,No,12,3,3,80,1,4,1,3,4,3,0,3 +54,No,Travel_Rarely,1441,Research & Development,17,3,Technical Degree,1,1013,3,Female,56,3,3,Manufacturing Director,3,Married,10739,13943,8,Y,No,11,3,3,80,1,22,2,3,10,7,0,8 +35,No,Travel_Rarely,583,Research & Development,25,4,Medical,1,1014,3,Female,57,3,3,Healthcare Representative,3,Divorced,10388,6975,1,Y,Yes,11,3,3,80,1,16,3,2,16,10,10,1 +30,No,Travel_Rarely,153,Research & Development,8,2,Life Sciences,1,1015,2,Female,73,4,3,Research Director,1,Married,11416,17802,0,Y,Yes,12,3,3,80,3,9,4,2,8,7,1,7 +20,Yes,Travel_Rarely,1097,Research & Development,11,3,Medical,1,1016,4,Female,98,2,1,Research Scientist,1,Single,2600,18275,1,Y,Yes,15,3,1,80,0,1,2,3,1,0,0,0 +30,Yes,Travel_Frequently,109,Research & Development,5,3,Medical,1,1017,2,Female,60,3,1,Laboratory Technician,2,Single,2422,25725,0,Y,No,17,3,1,80,0,4,3,3,3,2,1,2 +22,No,Travel_Rarely,217,Research & Development,8,1,Life Sciences,1,1019,2,Male,94,1,1,Laboratory Technician,1,Married,2451,6881,1,Y,No,15,3,1,80,1,4,3,2,4,3,1,1 +48,No,Travel_Rarely,277,Research & Development,6,3,Life Sciences,1,1022,1,Male,97,2,2,Healthcare Representative,3,Single,4240,13119,2,Y,No,13,3,4,80,0,19,0,3,2,2,2,2 +48,No,Travel_Rarely,1355,Research & Development,4,4,Life Sciences,1,1024,3,Male,78,2,3,Healthcare Representative,3,Single,10999,22245,7,Y,No,14,3,2,80,0,27,3,3,15,11,4,8 +41,No,Travel_Rarely,549,Research & Development,7,2,Medical,1,1025,4,Female,42,3,2,Manufacturing Director,3,Single,5003,23371,6,Y,No,14,3,2,80,0,8,6,3,2,2,2,1 +39,No,Travel_Rarely,466,Research & Development,1,1,Life Sciences,1,1026,4,Female,65,2,4,Manufacturing Director,4,Married,12742,7060,1,Y,No,16,3,3,80,1,21,3,3,21,6,11,8 +27,No,Travel_Rarely,1055,Research & Development,2,4,Life Sciences,1,1027,1,Female,47,3,2,Manufacturing Director,4,Married,4227,4658,0,Y,No,18,3,2,80,1,4,2,3,3,2,2,2 +35,No,Travel_Rarely,802,Research & Development,10,3,Other,1,1028,2,Male,45,3,1,Laboratory Technician,4,Divorced,3917,9541,1,Y,No,20,4,1,80,1,3,4,2,3,2,1,2 +42,No,Travel_Rarely,265,Sales,5,2,Marketing,1,1029,4,Male,90,3,5,Manager,3,Married,18303,7770,6,Y,No,13,3,2,80,0,21,3,4,1,0,0,0 +50,No,Travel_Rarely,804,Research & Development,9,3,Life Sciences,1,1030,1,Male,64,3,1,Laboratory Technician,4,Married,2380,20165,4,Y,No,18,3,2,80,0,8,5,3,1,0,0,0 +59,No,Travel_Rarely,715,Research & Development,2,3,Life Sciences,1,1032,3,Female,69,2,4,Manufacturing Director,4,Single,13726,21829,3,Y,Yes,13,3,1,80,0,30,4,3,5,3,4,3 +37,Yes,Travel_Rarely,1141,Research & Development,11,2,Medical,1,1033,1,Female,61,1,2,Healthcare Representative,2,Married,4777,14382,5,Y,No,15,3,1,80,0,15,2,1,1,0,0,0 +55,No,Travel_Frequently,135,Research & Development,18,4,Medical,1,1034,3,Male,62,3,2,Healthcare Representative,2,Married,6385,12992,3,Y,Yes,14,3,4,80,2,17,3,3,8,7,6,7 +41,No,Non-Travel,247,Research & Development,7,1,Life Sciences,1,1035,2,Female,55,1,5,Research Director,3,Divorced,19973,20284,1,Y,No,22,4,2,80,2,21,3,3,21,16,5,10 +38,No,Travel_Rarely,1035,Sales,3,4,Life Sciences,1,1036,2,Male,42,3,2,Sales Executive,4,Single,6861,4981,8,Y,Yes,12,3,3,80,0,19,1,3,1,0,0,0 +26,Yes,Non-Travel,265,Sales,29,2,Medical,1,1037,2,Male,79,1,2,Sales Executive,1,Single,4969,21813,8,Y,No,18,3,4,80,0,7,6,3,2,2,2,2 +52,Yes,Travel_Rarely,266,Sales,2,1,Marketing,1,1038,1,Female,57,1,5,Manager,4,Married,19845,25846,1,Y,No,15,3,4,80,1,33,3,3,32,14,6,9 +50,No,Non-Travel,145,Sales,1,3,Life Sciences,1,1040,4,Female,95,3,2,Sales Executive,3,Married,6347,24920,0,Y,No,12,3,1,80,1,19,3,3,18,7,0,13 +36,Yes,Travel_Rarely,885,Research & Development,16,4,Life Sciences,1,1042,3,Female,43,4,1,Laboratory Technician,1,Single,2743,8269,1,Y,No,16,3,3,80,0,18,1,3,17,13,15,14 +39,No,Travel_Frequently,945,Research & Development,22,3,Medical,1,1043,4,Female,82,3,3,Manufacturing Director,1,Single,10880,5083,1,Y,Yes,13,3,3,80,0,21,2,3,21,6,2,8 +33,No,Non-Travel,1038,Sales,8,1,Life Sciences,1,1044,2,Female,88,2,1,Sales Representative,4,Single,2342,21437,0,Y,No,19,3,4,80,0,3,2,2,2,2,2,2 +45,No,Travel_Rarely,1234,Sales,11,2,Life Sciences,1,1045,4,Female,90,3,4,Manager,4,Married,17650,5404,3,Y,No,13,3,2,80,1,26,4,4,9,3,1,1 +32,No,Non-Travel,1109,Research & Development,29,4,Medical,1,1046,4,Female,69,3,1,Laboratory Technician,3,Single,4025,11135,9,Y,No,12,3,2,80,0,10,2,3,8,7,7,7 +34,No,Travel_Rarely,216,Sales,1,4,Marketing,1,1047,2,Male,75,4,2,Sales Executive,4,Divorced,9725,12278,0,Y,No,11,3,4,80,1,16,2,2,15,1,0,9 +59,No,Travel_Rarely,1089,Sales,1,2,Technical Degree,1,1048,2,Male,66,3,3,Manager,4,Married,11904,11038,3,Y,Yes,14,3,3,80,1,14,1,1,6,4,0,4 +45,No,Travel_Rarely,788,Human Resources,24,4,Medical,1,1049,2,Male,36,3,1,Human Resources,2,Single,2177,8318,1,Y,No,16,3,1,80,0,6,3,3,6,3,0,4 +36,Yes,Travel_Rarely,660,Research & Development,15,3,Other,1,1052,1,Male,81,3,2,Laboratory Technician,3,Divorced,4834,7858,7,Y,No,14,3,2,80,1,9,3,2,1,0,0,0 +26,Yes,Travel_Frequently,342,Research & Development,2,3,Life Sciences,1,1053,1,Male,57,3,1,Research Scientist,1,Married,2042,15346,6,Y,Yes,14,3,2,80,1,6,2,3,3,2,1,2 +34,No,Travel_Rarely,1333,Sales,10,4,Life Sciences,1,1055,3,Female,87,3,1,Sales Representative,3,Married,2220,18410,1,Y,Yes,19,3,4,80,1,1,2,3,1,1,0,0 +28,No,Travel_Rarely,1144,Sales,10,1,Medical,1,1056,4,Male,74,3,1,Sales Representative,2,Married,1052,23384,1,Y,No,22,4,2,80,0,1,5,3,1,0,0,0 +38,No,Travel_Frequently,1186,Research & Development,3,4,Other,1,1060,3,Male,44,3,1,Research Scientist,3,Married,2821,2997,3,Y,No,16,3,1,80,1,8,2,3,2,2,2,2 +50,No,Travel_Rarely,1464,Research & Development,2,4,Medical,1,1061,2,Male,62,3,5,Research Director,3,Married,19237,12853,2,Y,Yes,11,3,4,80,1,29,2,2,8,1,7,7 +40,No,Travel_Rarely,300,Sales,26,3,Marketing,1,1066,3,Male,74,3,2,Sales Executive,1,Married,8396,22217,1,Y,No,14,3,2,80,1,8,3,2,7,7,7,5 +26,No,Travel_Frequently,921,Research & Development,1,1,Medical,1,1068,1,Female,66,2,1,Research Scientist,3,Divorced,2007,25265,1,Y,No,13,3,3,80,2,5,5,3,5,3,1,3 +46,No,Travel_Rarely,430,Research & Development,1,4,Medical,1,1069,4,Male,40,3,5,Research Director,4,Divorced,19627,21445,9,Y,No,17,3,4,80,2,23,0,3,2,2,2,2 +54,No,Travel_Rarely,1082,Sales,2,4,Life Sciences,1,1070,3,Female,41,2,3,Sales Executive,3,Married,10686,8392,6,Y,No,11,3,2,80,1,13,4,3,9,4,7,0 +56,No,Travel_Frequently,1240,Research & Development,9,3,Medical,1,1071,1,Female,63,3,1,Research Scientist,3,Married,2942,12154,2,Y,No,19,3,2,80,1,18,4,3,5,4,0,3 +55,No,Non-Travel,444,Research & Development,2,1,Medical,1,1074,3,Male,40,2,4,Manager,1,Single,16756,17323,7,Y,No,15,3,2,80,0,31,3,4,9,7,6,2 +43,No,Travel_Rarely,415,Sales,25,3,Medical,1,1076,3,Male,79,2,3,Sales Executive,4,Divorced,10798,5268,5,Y,No,13,3,3,80,1,18,5,3,1,0,0,0 +20,Yes,Travel_Frequently,769,Sales,9,3,Marketing,1,1077,4,Female,54,3,1,Sales Representative,4,Single,2323,17205,1,Y,Yes,14,3,2,80,0,2,3,3,2,2,0,2 +21,Yes,Travel_Rarely,1334,Research & Development,10,3,Life Sciences,1,1079,3,Female,36,2,1,Laboratory Technician,1,Single,1416,17258,1,Y,No,13,3,1,80,0,1,6,2,1,0,1,0 +51,Yes,Travel_Rarely,1323,Research & Development,4,4,Life Sciences,1,1081,1,Male,34,3,1,Research Scientist,3,Married,2461,10332,9,Y,Yes,12,3,3,80,3,18,2,4,10,0,2,7 +26,No,Travel_Rarely,192,Research & Development,1,2,Medical,1,1083,1,Male,59,2,1,Laboratory Technician,1,Married,3955,11141,1,Y,No,16,3,1,80,2,6,2,3,5,3,1,3 +30,No,Travel_Rarely,1176,Research & Development,20,3,Other,1,1084,3,Male,85,3,2,Manufacturing Director,1,Married,9957,9096,0,Y,No,15,3,3,80,1,7,1,2,6,2,0,2 +41,No,Travel_Rarely,509,Research & Development,7,2,Technical Degree,1,1085,2,Female,43,4,1,Research Scientist,3,Married,3376,18863,1,Y,No,13,3,3,80,0,10,3,3,10,6,0,8 +38,No,Travel_Rarely,330,Research & Development,17,1,Life Sciences,1,1088,3,Female,65,2,3,Healthcare Representative,3,Married,8823,24608,0,Y,No,18,3,1,80,1,20,4,2,19,9,1,9 +40,No,Travel_Rarely,1492,Research & Development,20,4,Technical Degree,1,1092,1,Male,61,3,3,Healthcare Representative,4,Married,10322,26542,4,Y,No,20,4,4,80,1,14,6,3,11,10,11,1 +27,No,Non-Travel,1277,Research & Development,8,5,Life Sciences,1,1094,1,Male,87,1,1,Laboratory Technician,3,Married,4621,5869,1,Y,No,19,3,4,80,3,3,4,3,3,2,1,2 +55,No,Travel_Frequently,1091,Research & Development,2,1,Life Sciences,1,1096,4,Male,65,3,3,Manufacturing Director,2,Married,10976,15813,3,Y,No,18,3,2,80,1,23,4,3,3,2,1,2 +28,No,Travel_Rarely,857,Research & Development,10,3,Other,1,1097,3,Female,59,3,2,Research Scientist,3,Single,3660,7909,3,Y,No,13,3,4,80,0,10,4,4,8,7,1,7 +44,Yes,Travel_Rarely,1376,Human Resources,1,2,Medical,1,1098,2,Male,91,2,3,Human Resources,1,Married,10482,2326,9,Y,No,14,3,4,80,1,24,1,3,20,6,3,6 +33,No,Travel_Rarely,654,Research & Development,5,3,Life Sciences,1,1099,4,Male,34,2,3,Healthcare Representative,4,Divorced,7119,21214,4,Y,No,15,3,3,80,1,9,2,3,3,2,1,2 +35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7 +33,Yes,Travel_Frequently,827,Research & Development,29,4,Medical,1,1101,1,Female,54,2,2,Research Scientist,3,Single,4508,3129,1,Y,No,22,4,2,80,0,14,4,3,13,7,3,8 +28,No,Travel_Rarely,895,Research & Development,15,2,Life Sciences,1,1102,1,Male,50,3,1,Laboratory Technician,3,Divorced,2207,22482,1,Y,No,16,3,4,80,1,4,5,2,4,2,2,2 +37,No,Travel_Rarely,309,Sales,10,4,Life Sciences,1,1105,4,Female,88,2,2,Sales Executive,4,Divorced,6694,24223,2,Y,Yes,14,3,3,80,3,8,5,3,1,0,0,0 +25,Yes,Travel_Rarely,1219,Research & Development,4,1,Technical Degree,1,1106,4,Male,32,3,1,Laboratory Technician,4,Married,3691,4605,1,Y,Yes,15,3,2,80,1,7,3,4,7,7,5,6 +26,Yes,Travel_Rarely,1330,Research & Development,21,3,Medical,1,1107,1,Male,37,3,1,Laboratory Technician,3,Divorced,2377,19373,1,Y,No,20,4,3,80,1,1,0,2,1,1,0,0 +33,Yes,Travel_Rarely,1017,Research & Development,25,3,Medical,1,1108,1,Male,55,2,1,Research Scientist,2,Single,2313,2993,4,Y,Yes,20,4,2,80,0,5,0,3,2,2,2,2 +42,No,Travel_Rarely,469,Research & Development,2,2,Medical,1,1109,4,Male,35,3,4,Manager,1,Married,17665,14399,0,Y,No,17,3,4,80,1,23,3,3,22,6,13,7 +28,Yes,Travel_Frequently,1009,Research & Development,1,3,Medical,1,1111,1,Male,45,2,1,Laboratory Technician,2,Divorced,2596,7160,1,Y,No,15,3,1,80,2,1,2,3,1,0,0,0 +33,No,Travel_Frequently,970,Sales,7,3,Life Sciences,1,1114,4,Female,30,3,2,Sales Executive,2,Married,4302,13401,0,Y,No,17,3,3,80,1,4,3,3,3,2,0,2 +34,No,Non-Travel,697,Research & Development,3,4,Life Sciences,1,1115,3,Male,40,2,1,Research Scientist,4,Married,2979,22478,3,Y,No,17,3,4,80,3,6,2,3,0,0,0,0 +48,No,Non-Travel,1262,Research & Development,1,4,Medical,1,1116,1,Male,35,4,4,Manager,4,Single,16885,16154,2,Y,No,22,4,3,80,0,27,3,2,5,4,2,1 +45,No,Non-Travel,1050,Sales,9,4,Life Sciences,1,1117,2,Female,65,2,2,Sales Executive,3,Married,5593,17970,1,Y,No,13,3,4,80,1,15,2,3,15,10,4,12 +52,No,Travel_Rarely,994,Research & Development,7,4,Life Sciences,1,1118,2,Male,87,3,3,Healthcare Representative,2,Single,10445,15322,7,Y,No,19,3,4,80,0,18,4,3,8,6,4,0 +38,No,Travel_Rarely,770,Sales,10,4,Marketing,1,1119,3,Male,73,2,3,Sales Executive,3,Divorced,8740,5569,0,Y,Yes,14,3,2,80,2,9,2,3,8,7,2,7 +28,No,Travel_Rarely,950,Research & Development,3,3,Medical,1,1121,4,Female,93,3,3,Manufacturing Director,2,Divorced,7655,8039,0,Y,No,17,3,2,80,3,10,3,2,9,7,1,7 +46,No,Travel_Rarely,406,Sales,3,1,Marketing,1,1124,1,Male,52,3,4,Manager,3,Married,17465,15596,3,Y,No,12,3,4,80,1,23,3,3,12,9,4,9 +38,No,Travel_Rarely,130,Sales,2,2,Marketing,1,1125,4,Male,32,3,3,Sales Executive,2,Single,7351,20619,7,Y,No,16,3,3,80,0,10,2,3,1,0,0,0 +39,Yes,Travel_Frequently,203,Research & Development,2,3,Life Sciences,1,1127,1,Male,84,3,4,Healthcare Representative,4,Divorced,12169,13547,7,Y,No,11,3,4,80,3,21,4,3,18,7,11,5 +40,No,Travel_Rarely,1308,Research & Development,14,3,Medical,1,1128,3,Male,44,2,5,Research Director,3,Single,19626,17544,1,Y,No,14,3,1,80,0,21,2,4,20,7,4,9 +21,No,Travel_Rarely,984,Research & Development,1,1,Technical Degree,1,1131,4,Female,70,2,1,Research Scientist,2,Single,2070,25326,1,Y,Yes,11,3,3,80,0,2,6,4,2,2,2,2 +39,No,Non-Travel,439,Research & Development,9,3,Life Sciences,1,1132,3,Male,70,3,2,Laboratory Technician,2,Single,6782,8770,9,Y,No,15,3,3,80,0,9,2,2,5,4,0,3 +36,No,Non-Travel,217,Research & Development,18,4,Life Sciences,1,1133,1,Male,78,3,2,Manufacturing Director,4,Single,7779,23238,2,Y,No,20,4,1,80,0,18,0,3,11,9,0,9 +28,No,Travel_Rarely,1451,Research & Development,2,1,Life Sciences,1,1136,1,Male,67,2,1,Research Scientist,2,Married,3201,19911,0,Y,No,17,3,1,80,0,6,2,1,5,3,0,4 +34,No,Travel_Frequently,1003,Research & Development,2,2,Life Sciences,1,1140,4,Male,95,3,2,Manufacturing Director,3,Single,4033,15834,2,Y,No,11,3,4,80,0,5,3,2,3,2,0,2 +29,No,Travel_Frequently,490,Research & Development,10,3,Life Sciences,1,1143,4,Female,61,3,1,Research Scientist,2,Divorced,3291,17940,0,Y,No,14,3,4,80,2,8,2,2,7,5,1,1 +42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0 +29,No,Travel_Rarely,718,Research & Development,8,1,Medical,1,1150,2,Male,79,2,2,Manufacturing Director,4,Married,5056,17689,1,Y,Yes,15,3,3,80,1,10,2,2,10,7,1,2 +38,No,Travel_Rarely,433,Human Resources,1,3,Human Resources,1,1152,3,Male,37,4,1,Human Resources,3,Married,2844,6004,1,Y,No,13,3,4,80,1,7,2,4,7,6,5,0 +28,No,Travel_Frequently,773,Research & Development,6,3,Life Sciences,1,1154,3,Male,39,2,1,Research Scientist,3,Divorced,2703,22088,1,Y,Yes,14,3,4,80,1,3,2,3,3,1,0,2 +33,Yes,Travel_Rarely,603,Sales,9,4,Marketing,1,1157,1,Female,77,3,2,Sales Executive,1,Single,8224,18385,0,Y,Yes,17,3,1,80,0,6,3,3,5,2,0,3 +41,No,Travel_Rarely,167,Research & Development,12,4,Life Sciences,1,1158,2,Male,46,3,1,Laboratory Technician,4,Married,4766,9051,3,Y,Yes,11,3,1,80,1,6,4,3,1,0,0,0 +31,Yes,Travel_Frequently,874,Research & Development,15,3,Medical,1,1160,3,Male,72,3,1,Laboratory Technician,3,Married,2610,6233,1,Y,No,12,3,3,80,1,2,5,2,2,2,2,2 +37,No,Travel_Rarely,367,Research & Development,25,2,Medical,1,1161,3,Female,52,2,2,Healthcare Representative,4,Divorced,5731,17171,7,Y,No,13,3,3,80,2,9,2,3,6,2,1,3 +27,No,Travel_Rarely,199,Research & Development,6,3,Life Sciences,1,1162,4,Male,55,2,1,Research Scientist,3,Married,2539,7950,1,Y,No,13,3,3,80,1,4,0,3,4,2,2,2 +35,No,Travel_Rarely,528,Human Resources,8,4,Technical Degree,1,1164,3,Male,100,3,1,Human Resources,3,Single,4323,7108,1,Y,No,17,3,2,80,0,6,2,1,5,4,1,4 +29,Yes,Travel_Rarely,408,Sales,23,1,Life Sciences,1,1165,4,Female,45,2,3,Sales Executive,1,Married,7336,11162,1,Y,No,13,3,1,80,1,11,3,1,11,8,3,10 +40,No,Travel_Frequently,593,Research & Development,9,4,Medical,1,1166,2,Female,88,3,3,Research Director,3,Single,13499,13782,9,Y,No,17,3,3,80,0,20,3,2,18,7,2,13 +42,Yes,Travel_Frequently,481,Sales,12,3,Life Sciences,1,1167,3,Male,44,3,4,Sales Executive,1,Single,13758,2447,0,Y,Yes,12,3,2,80,0,22,2,2,21,9,13,14 +42,No,Travel_Rarely,647,Sales,4,4,Marketing,1,1171,2,Male,45,3,2,Sales Executive,1,Single,5155,2253,7,Y,No,13,3,4,80,0,9,3,4,6,4,1,5 +35,No,Travel_Rarely,982,Research & Development,1,4,Medical,1,1172,4,Male,58,2,1,Laboratory Technician,3,Married,2258,16340,6,Y,No,12,3,2,80,1,10,2,3,8,0,1,7 +24,No,Travel_Rarely,477,Research & Development,24,3,Medical,1,1173,4,Male,49,3,1,Laboratory Technician,2,Single,3597,6409,8,Y,No,22,4,4,80,0,6,2,3,4,3,1,2 +28,Yes,Travel_Rarely,1485,Research & Development,12,1,Life Sciences,1,1175,3,Female,79,3,1,Laboratory Technician,4,Married,2515,22955,1,Y,Yes,11,3,4,80,0,1,4,2,1,1,0,0 +26,No,Travel_Rarely,1384,Research & Development,3,4,Medical,1,1177,1,Male,82,4,1,Laboratory Technician,4,Married,4420,13421,1,Y,No,22,4,2,80,1,8,2,3,8,7,0,7 +40,No,Travel_Frequently,902,Research & Development,26,2,Medical,1,1180,3,Female,92,2,2,Research Scientist,4,Married,4422,21203,3,Y,Yes,13,3,4,80,1,16,3,1,1,1,0,0 +35,No,Travel_Rarely,819,Research & Development,2,3,Life Sciences,1,1182,3,Male,44,2,3,Manufacturing Director,2,Divorced,10274,19588,2,Y,No,18,3,2,80,1,15,2,4,7,7,6,4 +34,No,Travel_Frequently,669,Research & Development,1,3,Medical,1,1184,4,Male,97,2,2,Healthcare Representative,1,Single,5343,25755,0,Y,No,20,4,3,80,0,14,3,3,13,9,4,9 +35,No,Travel_Frequently,636,Research & Development,4,4,Other,1,1185,4,Male,47,2,1,Laboratory Technician,4,Married,2376,26537,1,Y,No,13,3,2,80,1,2,2,4,2,2,2,2 +43,Yes,Travel_Rarely,1372,Sales,9,3,Marketing,1,1188,1,Female,85,1,2,Sales Executive,3,Single,5346,9489,8,Y,No,13,3,2,80,0,7,2,2,4,3,1,3 +56,No,Travel_Rarely,718,Research & Development,4,4,Technical Degree,1,1191,4,Female,92,3,5,Manager,1,Divorced,19943,18575,4,Y,No,13,3,4,80,1,28,2,3,5,2,4,2 +29,No,Travel_Rarely,1401,Research & Development,6,1,Medical,1,1192,2,Female,54,3,1,Laboratory Technician,4,Married,3131,26342,1,Y,No,13,3,1,80,1,10,5,3,10,8,0,8 +19,No,Travel_Rarely,645,Research & Development,9,2,Life Sciences,1,1193,3,Male,54,3,1,Research Scientist,1,Single,2552,7172,1,Y,No,25,4,3,80,0,1,4,3,1,1,0,0 +37,No,Travel_Rarely,977,Research & Development,1,3,Life Sciences,1,1196,4,Female,56,2,2,Manufacturing Director,4,Married,6474,9961,1,Y,No,13,3,2,80,1,14,2,2,14,8,3,11 +20,No,Travel_Rarely,805,Research & Development,3,3,Life Sciences,1,1198,1,Male,87,2,1,Laboratory Technician,3,Single,3033,12828,1,Y,No,12,3,1,80,0,2,2,2,2,2,1,2 +44,Yes,Travel_Rarely,1097,Research & Development,10,4,Life Sciences,1,1200,3,Male,96,3,1,Research Scientist,3,Single,2936,10826,1,Y,Yes,11,3,3,80,0,6,4,3,6,4,0,2 +29,No,Travel_Rarely,942,Research & Development,15,1,Life Sciences,1,1202,2,Female,69,1,1,Research Scientist,4,Married,2168,26933,0,Y,Yes,18,3,1,80,1,6,2,2,5,4,1,3 +22,Yes,Travel_Frequently,1256,Research & Development,3,4,Life Sciences,1,1203,3,Male,48,2,1,Research Scientist,4,Married,2853,4223,0,Y,Yes,11,3,2,80,1,1,5,3,0,0,0,0 +44,No,Non-Travel,111,Research & Development,17,3,Life Sciences,1,1206,4,Male,74,1,1,Research Scientist,3,Single,2290,4279,2,Y,No,13,3,4,80,0,6,3,3,0,0,0,0 +33,No,Travel_Rarely,147,Human Resources,2,3,Human Resources,1,1207,2,Male,99,3,1,Human Resources,3,Married,3600,8429,1,Y,No,13,3,4,80,1,5,2,3,5,4,1,4 +41,Yes,Non-Travel,906,Research & Development,5,2,Life Sciences,1,1210,1,Male,95,2,1,Research Scientist,1,Divorced,2107,20293,6,Y,No,17,3,1,80,1,5,2,1,1,0,0,0 +30,No,Travel_Rarely,1329,Sales,29,4,Life Sciences,1,1211,3,Male,61,3,2,Sales Executive,1,Divorced,4115,13192,8,Y,No,19,3,3,80,3,8,3,3,4,3,0,3 +40,No,Travel_Frequently,1184,Sales,2,4,Medical,1,1212,2,Male,62,3,2,Sales Executive,2,Married,4327,25440,5,Y,No,12,3,4,80,3,5,2,3,0,0,0,0 +50,No,Travel_Frequently,1421,Research & Development,2,3,Medical,1,1215,4,Female,30,3,4,Manager,1,Married,17856,9490,2,Y,No,22,4,3,80,1,32,3,3,2,2,2,2 +28,No,Travel_Rarely,1179,Research & Development,19,4,Medical,1,1216,4,Male,78,2,1,Laboratory Technician,1,Married,3196,12449,1,Y,No,12,3,3,80,3,6,2,3,6,5,3,3 +46,No,Travel_Rarely,1450,Research & Development,15,2,Life Sciences,1,1217,4,Male,52,3,5,Research Director,2,Married,19081,10849,5,Y,No,11,3,1,80,1,25,2,3,4,2,0,3 +35,No,Travel_Rarely,1361,Sales,17,4,Life Sciences,1,1218,3,Male,94,3,2,Sales Executive,1,Married,8966,21026,3,Y,Yes,15,3,4,80,3,15,2,3,7,7,1,7 +24,Yes,Travel_Rarely,984,Research & Development,17,2,Life Sciences,1,1219,4,Female,97,3,1,Laboratory Technician,2,Married,2210,3372,1,Y,No,13,3,1,80,1,1,3,1,1,0,0,0 +33,No,Travel_Frequently,1146,Sales,25,3,Medical,1,1220,2,Female,82,3,2,Sales Executive,3,Married,4539,4905,1,Y,No,12,3,1,80,1,10,3,2,10,7,0,1 +36,No,Travel_Rarely,917,Research & Development,6,4,Life Sciences,1,1221,3,Male,60,1,1,Laboratory Technician,3,Divorced,2741,6865,1,Y,No,14,3,3,80,1,7,4,3,7,7,1,7 +30,No,Travel_Rarely,853,Research & Development,7,4,Life Sciences,1,1224,3,Male,49,3,2,Laboratory Technician,3,Divorced,3491,11309,1,Y,No,13,3,1,80,3,10,4,2,10,7,8,9 +44,No,Travel_Rarely,200,Research & Development,29,4,Other,1,1225,4,Male,32,3,2,Research Scientist,4,Single,4541,7744,1,Y,No,25,4,2,80,0,20,3,3,20,11,13,17 +20,No,Travel_Rarely,654,Sales,21,3,Marketing,1,1226,3,Male,43,4,1,Sales Representative,4,Single,2678,5050,1,Y,No,17,3,4,80,0,2,2,3,2,1,2,2 +46,No,Travel_Rarely,150,Research & Development,2,4,Technical Degree,1,1228,4,Male,60,3,2,Manufacturing Director,4,Divorced,7379,17433,2,Y,No,11,3,3,80,1,12,3,2,6,3,1,4 +42,No,Non-Travel,179,Human Resources,2,5,Medical,1,1231,4,Male,79,4,2,Human Resources,1,Married,6272,12858,7,Y,No,16,3,1,80,1,10,3,4,4,3,0,3 +60,No,Travel_Rarely,696,Sales,7,4,Marketing,1,1233,2,Male,52,4,2,Sales Executive,4,Divorced,5220,10893,0,Y,Yes,18,3,2,80,1,12,3,3,11,7,1,9 +32,No,Travel_Frequently,116,Research & Development,13,3,Other,1,1234,3,Female,77,2,1,Laboratory Technician,2,Married,2743,7331,1,Y,No,20,4,3,80,1,2,2,3,2,2,2,2 +32,No,Travel_Frequently,1316,Research & Development,2,2,Life Sciences,1,1235,4,Female,38,3,2,Research Scientist,3,Single,4998,2338,4,Y,Yes,14,3,4,80,0,10,2,3,8,7,0,7 +36,No,Travel_Rarely,363,Research & Development,1,3,Technical Degree,1,1237,3,Female,77,1,3,Manufacturing Director,1,Divorced,10252,4235,2,Y,Yes,21,4,3,80,1,17,2,3,7,7,7,7 +33,No,Travel_Rarely,117,Research & Development,9,3,Medical,1,1238,1,Male,60,3,1,Research Scientist,4,Married,2781,6311,0,Y,No,13,3,2,80,1,15,5,3,14,10,4,10 +40,No,Travel_Rarely,107,Sales,10,3,Technical Degree,1,1239,2,Female,84,2,2,Sales Executive,2,Divorced,6852,11591,7,Y,No,12,3,2,80,1,7,2,4,5,1,1,3 +25,No,Travel_Rarely,1356,Sales,10,4,Life Sciences,1,1240,3,Male,57,3,2,Sales Executive,4,Single,4950,20623,0,Y,No,14,3,2,80,0,5,4,3,4,3,1,1 +30,No,Travel_Rarely,1465,Research & Development,1,3,Medical,1,1241,4,Male,63,3,1,Research Scientist,2,Married,3579,9369,0,Y,Yes,21,4,1,80,1,12,2,3,11,9,5,7 +42,No,Travel_Frequently,458,Research & Development,26,5,Medical,1,1242,1,Female,60,3,3,Research Director,1,Married,13191,23281,3,Y,Yes,17,3,3,80,0,20,6,3,1,0,0,0 +35,No,Non-Travel,1212,Sales,8,2,Marketing,1,1243,3,Female,78,2,3,Sales Executive,4,Married,10377,13755,4,Y,Yes,11,3,2,80,1,16,6,2,13,2,4,12 +27,No,Travel_Rarely,1103,Research & Development,14,3,Life Sciences,1,1244,1,Male,42,3,1,Research Scientist,1,Married,2235,14377,1,Y,Yes,14,3,4,80,2,9,3,2,9,7,6,8 +54,No,Travel_Frequently,966,Research & Development,1,4,Life Sciences,1,1245,4,Female,53,3,3,Manufacturing Director,3,Divorced,10502,9659,7,Y,No,17,3,1,80,1,33,2,1,5,4,1,4 +44,No,Travel_Rarely,1117,Research & Development,2,1,Life Sciences,1,1246,1,Female,72,4,1,Research Scientist,4,Married,2011,19982,1,Y,No,13,3,4,80,1,10,5,3,10,5,7,7 +19,Yes,Non-Travel,504,Research & Development,10,3,Medical,1,1248,1,Female,96,2,1,Research Scientist,2,Single,1859,6148,1,Y,Yes,25,4,2,80,0,1,2,4,1,1,0,0 +29,No,Travel_Rarely,1010,Research & Development,1,3,Life Sciences,1,1249,1,Female,97,3,1,Research Scientist,4,Divorced,3760,5598,1,Y,No,15,3,1,80,3,3,5,3,3,2,1,2 +54,No,Travel_Rarely,685,Research & Development,3,3,Life Sciences,1,1250,4,Male,85,3,4,Research Director,4,Married,17779,23474,3,Y,No,14,3,1,80,0,36,2,3,10,9,0,9 +31,No,Travel_Rarely,1332,Research & Development,11,2,Medical,1,1251,3,Male,80,3,2,Healthcare Representative,1,Married,6833,17089,1,Y,Yes,12,3,4,80,0,6,2,2,6,5,0,1 +59,No,Travel_Rarely,326,Sales,3,3,Life Sciences,1,1254,3,Female,48,2,2,Sales Executive,4,Single,5171,16490,5,Y,No,17,3,4,80,0,13,2,3,6,1,0,5 +43,No,Travel_Rarely,920,Research & Development,3,3,Life Sciences,1,1255,3,Male,96,1,5,Research Director,4,Married,19740,18625,3,Y,No,14,3,2,80,1,25,2,3,8,7,0,7 +49,No,Travel_Rarely,1098,Research & Development,4,2,Medical,1,1256,1,Male,85,2,5,Manager,3,Married,18711,12124,2,Y,No,13,3,3,80,1,23,2,4,1,0,0,0 +48,No,Travel_Rarely,969,Research & Development,2,2,Technical Degree,1,1258,4,Male,76,4,1,Laboratory Technician,2,Single,2559,16620,5,Y,No,11,3,3,80,0,7,4,2,1,0,0,0 +27,No,Travel_Rarely,1167,Research & Development,4,2,Life Sciences,1,1259,1,Male,76,3,1,Research Scientist,3,Divorced,2517,3208,1,Y,No,11,3,2,80,3,5,2,3,5,3,0,3 +29,No,Travel_Rarely,1329,Research & Development,7,3,Life Sciences,1,1260,3,Male,82,3,2,Healthcare Representative,4,Divorced,6623,4204,1,Y,Yes,11,3,2,80,2,6,2,3,6,0,1,0 +48,No,Travel_Rarely,715,Research & Development,1,3,Life Sciences,1,1263,4,Male,76,2,5,Research Director,4,Single,18265,8733,6,Y,No,12,3,3,80,0,25,3,4,1,0,0,0 +29,No,Travel_Rarely,694,Research & Development,1,3,Life Sciences,1,1264,4,Female,87,2,4,Research Director,4,Divorced,16124,3423,3,Y,No,14,3,2,80,2,9,2,2,7,7,1,7 +34,No,Travel_Rarely,1320,Research & Development,20,3,Technical Degree,1,1265,3,Female,89,4,1,Research Scientist,3,Married,2585,21643,0,Y,No,17,3,4,80,0,2,5,2,1,0,0,0 +44,No,Travel_Rarely,1099,Sales,5,3,Marketing,1,1267,2,Male,88,3,5,Manager,2,Married,18213,8751,7,Y,No,11,3,3,80,1,26,5,3,22,9,3,10 +33,No,Travel_Rarely,536,Sales,10,5,Marketing,1,1268,4,Male,82,4,3,Sales Executive,3,Divorced,8380,21708,0,Y,Yes,14,3,4,80,2,10,3,3,9,8,0,8 +19,No,Travel_Rarely,265,Research & Development,25,3,Life Sciences,1,1269,2,Female,57,4,1,Research Scientist,4,Single,2994,21221,1,Y,Yes,12,3,4,80,0,1,2,3,1,0,0,1 +23,No,Travel_Rarely,373,Research & Development,1,2,Life Sciences,1,1270,4,Male,47,3,1,Research Scientist,3,Married,1223,16901,1,Y,No,22,4,4,80,1,1,2,3,1,0,0,1 +25,Yes,Travel_Frequently,599,Sales,24,1,Life Sciences,1,1273,3,Male,73,1,1,Sales Representative,4,Single,1118,8040,1,Y,Yes,14,3,4,80,0,1,4,3,1,0,1,0 +26,No,Travel_Rarely,583,Research & Development,4,2,Life Sciences,1,1275,3,Male,53,3,1,Research Scientist,4,Single,2875,9973,1,Y,Yes,20,4,2,80,0,8,2,2,8,5,2,2 +45,Yes,Travel_Rarely,1449,Sales,2,3,Marketing,1,1277,1,Female,94,1,5,Manager,2,Single,18824,2493,2,Y,Yes,16,3,1,80,0,26,2,3,24,10,1,11 +55,No,Non-Travel,177,Research & Development,8,1,Medical,1,1278,4,Male,37,2,4,Healthcare Representative,2,Divorced,13577,25592,1,Y,Yes,15,3,4,80,1,34,3,3,33,9,15,0 +21,Yes,Travel_Frequently,251,Research & Development,10,2,Life Sciences,1,1279,1,Female,45,2,1,Laboratory Technician,3,Single,2625,25308,1,Y,No,20,4,3,80,0,2,2,1,2,2,2,2 +46,No,Travel_Rarely,168,Sales,4,2,Marketing,1,1280,4,Female,33,2,5,Manager,2,Married,18789,9946,2,Y,No,14,3,3,80,1,26,2,3,11,4,0,8 +34,No,Travel_Rarely,131,Sales,2,3,Marketing,1,1281,3,Female,86,3,2,Sales Executive,1,Single,4538,6039,0,Y,Yes,12,3,4,80,0,4,3,3,3,2,0,2 +59,No,Travel_Rarely,1429,Research & Development,18,4,Medical,1,1283,4,Male,67,3,3,Manufacturing Director,4,Single,10512,20002,6,Y,No,12,3,4,80,0,25,6,2,9,7,5,4 +34,No,Travel_Frequently,135,Research & Development,19,3,Medical,1,1285,3,Female,46,3,2,Laboratory Technician,2,Divorced,4444,22534,4,Y,No,13,3,3,80,2,15,2,4,11,8,5,10 +28,No,Travel_Frequently,791,Research & Development,1,4,Medical,1,1286,4,Male,44,3,1,Laboratory Technician,3,Single,2154,6842,0,Y,Yes,11,3,3,80,0,5,2,2,4,2,0,2 +44,No,Travel_Rarely,1199,Research & Development,4,2,Life Sciences,1,1288,3,Male,92,4,5,Manager,1,Divorced,19190,17477,1,Y,No,14,3,4,80,2,26,4,2,25,9,14,13 +34,No,Travel_Frequently,648,Human Resources,11,3,Life Sciences,1,1289,3,Male,56,2,2,Human Resources,2,Married,4490,21833,4,Y,No,11,3,4,80,2,14,5,4,10,9,1,8 +35,No,Travel_Rarely,735,Research & Development,6,1,Life Sciences,1,1291,3,Male,66,3,1,Research Scientist,3,Married,3506,6020,0,Y,Yes,14,3,4,80,0,4,3,3,3,2,2,2 +42,No,Travel_Rarely,603,Research & Development,7,4,Medical,1,1292,2,Female,78,4,2,Research Scientist,2,Married,2372,5628,6,Y,Yes,16,3,4,80,0,18,2,3,1,0,0,0 +43,No,Travel_Rarely,531,Sales,4,4,Marketing,1,1293,4,Female,56,2,3,Sales Executive,4,Single,10231,20364,3,Y,No,14,3,4,80,0,23,3,4,21,7,15,17 +36,No,Travel_Rarely,429,Research & Development,2,4,Life Sciences,1,1294,3,Female,53,3,2,Manufacturing Director,2,Single,5410,2323,9,Y,Yes,11,3,4,80,0,18,2,3,16,14,5,12 +44,Yes,Travel_Rarely,621,Research & Development,15,3,Medical,1,1295,1,Female,73,3,3,Healthcare Representative,4,Married,7978,14075,1,Y,No,11,3,4,80,1,10,2,3,10,7,0,5 +28,No,Travel_Frequently,193,Research & Development,2,3,Life Sciences,1,1296,4,Male,52,2,1,Laboratory Technician,4,Married,3867,14222,1,Y,Yes,12,3,2,80,1,2,2,3,2,2,2,2 +51,No,Travel_Frequently,968,Research & Development,6,2,Medical,1,1297,2,Female,40,2,1,Laboratory Technician,3,Single,2838,4257,0,Y,No,14,3,2,80,0,8,6,2,7,0,7,7 +30,No,Non-Travel,879,Research & Development,9,2,Medical,1,1298,3,Female,72,3,2,Manufacturing Director,3,Single,4695,12858,7,Y,Yes,18,3,3,80,0,10,3,3,8,4,1,7 +29,Yes,Travel_Rarely,806,Research & Development,7,3,Technical Degree,1,1299,2,Female,39,3,1,Laboratory Technician,3,Divorced,3339,17285,3,Y,Yes,13,3,1,80,2,10,2,3,7,7,7,7 +28,No,Travel_Rarely,640,Research & Development,1,3,Technical Degree,1,1301,4,Male,84,3,1,Research Scientist,1,Single,2080,4732,2,Y,No,11,3,2,80,0,5,2,2,3,2,1,2 +25,No,Travel_Rarely,266,Research & Development,1,3,Medical,1,1303,4,Female,40,3,1,Research Scientist,2,Single,2096,18830,1,Y,No,18,3,4,80,0,2,3,2,2,2,2,1 +32,No,Travel_Rarely,604,Sales,8,3,Medical,1,1304,3,Male,56,4,2,Sales Executive,4,Married,6209,11693,1,Y,No,15,3,3,80,2,10,4,4,10,7,0,8 +45,No,Travel_Frequently,364,Research & Development,25,3,Medical,1,1306,2,Female,83,3,5,Manager,2,Single,18061,13035,3,Y,No,22,4,3,80,0,22,4,3,0,0,0,0 +39,No,Travel_Rarely,412,Research & Development,13,4,Medical,1,1307,3,Female,94,2,4,Manager,2,Divorced,17123,17334,6,Y,Yes,13,3,4,80,2,21,4,3,19,9,15,2 +58,No,Travel_Rarely,848,Research & Development,23,4,Life Sciences,1,1308,1,Male,88,3,1,Research Scientist,3,Divorced,2372,26076,1,Y,No,12,3,4,80,2,2,3,3,2,2,2,2 +39,Yes,Travel_Rarely,360,Research & Development,23,3,Medical,1,1310,3,Male,93,3,1,Research Scientist,1,Single,3904,22154,0,Y,No,13,3,1,80,0,6,2,3,5,2,0,3 +30,No,Travel_Rarely,1138,Research & Development,6,3,Technical Degree,1,1311,1,Female,48,2,2,Laboratory Technician,4,Married,4627,23631,0,Y,No,12,3,1,80,1,10,6,3,9,2,6,7 +36,No,Travel_Rarely,325,Research & Development,10,4,Technical Degree,1,1312,4,Female,63,3,3,Healthcare Representative,3,Married,7094,5747,3,Y,No,12,3,1,80,0,10,0,3,7,7,1,7 +46,No,Travel_Rarely,991,Human Resources,1,2,Life Sciences,1,1314,4,Female,44,3,1,Human Resources,1,Single,3423,22957,6,Y,No,12,3,3,80,0,10,3,4,7,6,5,7 +28,No,Non-Travel,1476,Research & Development,1,3,Life Sciences,1,1315,3,Female,55,1,2,Laboratory Technician,4,Married,6674,16392,0,Y,No,11,3,1,80,3,10,6,3,9,8,7,5 +50,No,Travel_Rarely,1322,Research & Development,28,3,Life Sciences,1,1317,4,Female,43,3,4,Research Director,1,Married,16880,22422,4,Y,Yes,11,3,2,80,0,25,2,3,3,2,1,2 +40,Yes,Travel_Rarely,299,Sales,25,4,Marketing,1,1318,4,Male,57,2,3,Sales Executive,2,Single,9094,17235,2,Y,Yes,12,3,3,80,0,9,2,3,5,4,1,0 +52,Yes,Travel_Rarely,1030,Sales,5,3,Life Sciences,1,1319,2,Male,64,3,3,Sales Executive,2,Single,8446,21534,9,Y,Yes,19,3,3,80,0,10,2,2,8,7,7,7 +30,No,Travel_Rarely,634,Research & Development,17,4,Medical,1,1321,2,Female,95,3,3,Manager,1,Married,11916,25927,1,Y,Yes,23,4,4,80,2,9,2,3,9,1,0,8 +39,No,Travel_Rarely,524,Research & Development,18,2,Life Sciences,1,1322,1,Male,32,3,2,Manufacturing Director,3,Single,4534,13352,0,Y,No,11,3,1,80,0,9,6,3,8,7,1,7 +31,No,Non-Travel,587,Sales,2,4,Life Sciences,1,1324,4,Female,57,3,3,Sales Executive,3,Divorced,9852,8935,1,Y,Yes,19,3,1,80,1,10,5,2,10,8,9,6 +42,No,Non-Travel,495,Research & Development,2,1,Life Sciences,1,1334,3,Male,37,3,4,Manager,3,Married,17861,26582,0,Y,Yes,13,3,4,80,0,21,3,2,20,8,2,10 +55,No,Travel_Rarely,282,Research & Development,2,2,Medical,1,1336,4,Female,58,1,5,Manager,3,Married,19187,6992,4,Y,No,14,3,4,80,1,23,5,3,19,9,9,11 +56,No,Travel_Rarely,206,Human Resources,8,4,Life Sciences,1,1338,4,Male,99,3,5,Manager,2,Single,19717,4022,6,Y,No,14,3,1,80,0,36,4,3,7,3,7,7 +40,No,Non-Travel,458,Research & Development,16,2,Life Sciences,1,1340,3,Male,74,3,1,Research Scientist,3,Divorced,3544,8532,9,Y,No,16,3,2,80,1,6,0,3,4,2,0,0 +34,No,Travel_Rarely,943,Research & Development,9,3,Life Sciences,1,1344,4,Male,86,3,3,Healthcare Representative,4,Divorced,8500,5494,0,Y,No,11,3,4,80,1,10,0,2,9,7,1,6 +40,No,Travel_Rarely,523,Research & Development,2,3,Life Sciences,1,1346,3,Male,98,3,2,Research Scientist,4,Single,4661,22455,1,Y,No,13,3,3,80,0,9,4,3,9,8,8,8 +41,No,Travel_Frequently,1018,Sales,1,3,Marketing,1,1349,3,Female,66,3,2,Sales Executive,1,Divorced,4103,4297,0,Y,No,17,3,4,80,1,10,2,3,9,3,1,7 +35,No,Travel_Frequently,482,Research & Development,4,4,Life Sciences,1,1350,3,Male,87,3,2,Research Scientist,3,Single,4249,2690,1,Y,Yes,11,3,2,80,0,9,3,3,9,6,1,1 +51,No,Travel_Rarely,770,Human Resources,5,3,Life Sciences,1,1352,3,Male,84,3,4,Manager,2,Divorced,14026,17588,1,Y,Yes,11,3,2,80,1,33,2,3,33,9,0,10 +38,No,Travel_Rarely,1009,Sales,2,2,Life Sciences,1,1355,2,Female,31,3,2,Sales Executive,1,Divorced,6893,19461,3,Y,No,15,3,4,80,1,11,3,3,7,7,1,7 +34,No,Travel_Rarely,507,Sales,15,2,Medical,1,1356,3,Female,66,3,2,Sales Executive,1,Single,6125,23553,1,Y,No,12,3,4,80,0,10,6,4,10,8,9,6 +25,No,Travel_Rarely,882,Research & Development,19,1,Medical,1,1358,4,Male,67,3,1,Laboratory Technician,4,Married,3669,9075,3,Y,No,11,3,3,80,3,7,6,2,3,2,1,2 +40,No,Travel_Rarely,329,Research & Development,1,4,Life Sciences,1,1361,2,Male,88,3,1,Laboratory Technician,2,Married,2387,6762,3,Y,No,22,4,3,80,1,7,3,3,4,2,0,3 +36,No,Travel_Frequently,607,Sales,7,3,Marketing,1,1362,1,Female,83,4,2,Sales Executive,1,Married,4639,2261,2,Y,No,16,3,4,80,1,17,2,2,15,7,6,13 +48,No,Travel_Rarely,855,Research & Development,4,3,Life Sciences,1,1363,4,Male,54,3,3,Manufacturing Director,4,Single,7898,18706,1,Y,No,11,3,3,80,0,11,2,3,10,9,0,8 +51,No,Travel_Rarely,1405,Research & Development,11,2,Technical Degree,1,1367,4,Female,82,2,4,Manufacturing Director,2,Single,13142,24439,3,Y,No,16,3,2,80,0,29,1,2,5,2,0,3 +35,No,Travel_Rarely,817,Research & Development,1,3,Medical,1,1369,4,Female,60,2,2,Laboratory Technician,4,Married,5363,10846,0,Y,No,12,3,2,80,1,10,0,3,9,7,0,0 +27,No,Travel_Frequently,793,Sales,2,1,Life Sciences,1,1371,4,Male,43,1,2,Sales Executive,4,Single,5071,20392,3,Y,No,20,4,2,80,0,8,3,3,6,2,0,0 +55,Yes,Travel_Rarely,267,Sales,13,4,Marketing,1,1372,1,Male,85,4,4,Sales Executive,3,Single,13695,9277,6,Y,Yes,17,3,3,80,0,24,2,2,19,7,3,8 +56,No,Travel_Rarely,1369,Research & Development,23,3,Life Sciences,1,1373,4,Male,68,3,4,Manufacturing Director,2,Married,13402,18235,4,Y,Yes,12,3,1,80,1,33,0,3,19,16,15,9 +34,No,Non-Travel,999,Research & Development,26,1,Technical Degree,1,1374,1,Female,92,2,1,Research Scientist,3,Divorced,2029,15891,1,Y,No,20,4,3,80,3,5,2,3,5,4,0,0 +40,No,Travel_Rarely,1202,Research & Development,2,1,Medical,1,1375,2,Female,89,4,2,Healthcare Representative,3,Divorced,6377,13888,5,Y,No,20,4,2,80,3,15,0,3,12,11,11,8 +34,No,Travel_Rarely,285,Research & Development,29,3,Medical,1,1377,2,Male,86,3,2,Laboratory Technician,3,Married,5429,17491,4,Y,No,13,3,1,80,2,10,1,3,8,7,7,7 +31,Yes,Travel_Frequently,703,Sales,2,3,Life Sciences,1,1379,3,Female,90,2,1,Sales Representative,4,Single,2785,11882,7,Y,No,14,3,3,80,0,3,3,4,1,0,0,0 +35,Yes,Travel_Frequently,662,Sales,18,4,Marketing,1,1380,4,Female,67,3,2,Sales Executive,3,Married,4614,23288,0,Y,Yes,18,3,3,80,1,5,0,2,4,2,3,2 +38,No,Travel_Frequently,693,Research & Development,7,3,Life Sciences,1,1382,4,Male,57,4,1,Research Scientist,3,Divorced,2610,15748,1,Y,No,11,3,4,80,3,4,2,3,4,2,0,3 +34,No,Travel_Rarely,404,Research & Development,2,4,Technical Degree,1,1383,3,Female,98,3,2,Healthcare Representative,4,Single,6687,6163,1,Y,No,11,3,4,80,0,14,2,4,14,11,4,11 +28,No,Travel_Rarely,736,Sales,26,3,Life Sciences,1,1387,3,Male,48,2,2,Sales Executive,1,Married,4724,24232,1,Y,No,11,3,3,80,1,5,0,3,5,3,0,4 +31,Yes,Travel_Rarely,330,Research & Development,22,4,Medical,1,1389,4,Male,98,3,2,Manufacturing Director,3,Married,6179,21057,1,Y,Yes,15,3,4,80,2,10,3,2,10,2,6,7 +39,No,Travel_Rarely,1498,Sales,21,4,Life Sciences,1,1390,1,Male,44,2,2,Sales Executive,4,Married,6120,3567,3,Y,Yes,12,3,4,80,2,8,2,4,5,4,1,4 +51,No,Travel_Frequently,541,Sales,2,3,Marketing,1,1391,2,Male,52,3,3,Sales Executive,2,Married,10596,15395,2,Y,No,11,3,2,80,0,14,5,3,4,2,3,2 +41,No,Travel_Frequently,1200,Research & Development,22,3,Life Sciences,1,1392,4,Female,75,3,2,Research Scientist,4,Divorced,5467,13953,3,Y,Yes,14,3,1,80,2,12,4,2,6,2,3,3 +37,No,Travel_Rarely,1439,Research & Development,4,1,Life Sciences,1,1394,3,Male,54,3,1,Research Scientist,3,Married,2996,5182,7,Y,Yes,15,3,4,80,0,8,2,3,6,4,1,3 +33,No,Travel_Frequently,1111,Sales,5,1,Life Sciences,1,1395,2,Male,61,3,2,Sales Executive,4,Married,9998,19293,6,Y,No,13,3,1,80,0,8,2,4,5,4,1,2 +32,No,Travel_Rarely,499,Sales,2,1,Marketing,1,1396,3,Male,36,3,2,Sales Executive,2,Married,4078,20497,0,Y,Yes,13,3,1,80,3,4,3,2,3,2,1,2 +39,No,Non-Travel,1485,Research & Development,25,2,Life Sciences,1,1397,3,Male,71,3,3,Healthcare Representative,3,Married,10920,3449,3,Y,No,21,4,2,80,1,13,2,3,6,4,0,5 +25,No,Travel_Rarely,1372,Sales,18,1,Life Sciences,1,1399,1,Male,93,4,2,Sales Executive,3,Married,6232,12477,2,Y,No,11,3,2,80,0,6,3,2,3,2,1,2 +52,No,Travel_Frequently,322,Research & Development,28,2,Medical,1,1401,4,Female,59,4,4,Manufacturing Director,3,Married,13247,9731,2,Y,Yes,11,3,2,80,1,24,3,2,5,3,0,2 +43,No,Travel_Rarely,930,Research & Development,6,3,Medical,1,1402,1,Female,73,2,2,Research Scientist,3,Single,4081,20003,1,Y,Yes,14,3,1,80,0,20,3,1,20,7,1,8 +27,Yes,Travel_Rarely,135,Research & Development,17,4,Life Sciences,1,1405,4,Female,51,3,1,Research Scientist,3,Single,2394,25681,1,Y,Yes,13,3,4,80,0,8,2,3,8,2,7,7 +26,No,Travel_Rarely,683,Research & Development,2,1,Medical,1,1407,1,Male,36,2,1,Research Scientist,4,Single,3904,4050,0,Y,No,12,3,4,80,0,5,2,3,4,3,1,1 +42,No,Travel_Rarely,1147,Human Resources,10,3,Human Resources,1,1408,3,Female,31,3,4,Manager,1,Married,16799,16616,0,Y,No,14,3,3,80,1,21,5,3,20,7,0,9 +52,No,Travel_Rarely,258,Research & Development,8,4,Other,1,1409,3,Female,54,3,1,Laboratory Technician,1,Married,2950,17363,9,Y,No,13,3,3,80,0,12,2,1,5,4,0,4 +37,No,Travel_Rarely,1462,Research & Development,11,3,Medical,1,1411,1,Female,94,3,1,Laboratory Technician,3,Single,3629,19106,4,Y,No,18,3,1,80,0,8,6,3,3,2,0,2 +35,No,Travel_Frequently,200,Research & Development,18,2,Life Sciences,1,1412,3,Male,60,3,3,Manufacturing Director,4,Single,9362,19944,2,Y,No,11,3,3,80,0,10,2,3,2,2,2,2 +25,No,Travel_Rarely,949,Research & Development,1,3,Technical Degree,1,1415,1,Male,81,3,1,Laboratory Technician,4,Married,3229,4910,4,Y,No,11,3,2,80,1,7,2,2,3,2,0,2 +49,Yes,Travel_Frequently,1475,Research & Development,28,2,Life Sciences,1,1420,1,Male,97,2,2,Laboratory Technician,1,Single,4284,22710,3,Y,No,20,4,1,80,0,20,2,3,4,3,1,3 +29,Yes,Travel_Frequently,337,Research & Development,14,1,Other,1,1421,3,Female,84,3,3,Healthcare Representative,4,Single,7553,22930,0,Y,Yes,12,3,1,80,0,9,1,3,8,7,7,7 +54,No,Travel_Rarely,971,Research & Development,1,3,Medical,1,1422,4,Female,54,3,4,Research Director,4,Single,17328,5652,6,Y,No,19,3,4,80,0,29,3,2,20,7,12,7 +58,No,Travel_Rarely,1055,Research & Development,1,3,Medical,1,1423,4,Female,76,3,5,Research Director,1,Married,19701,22456,3,Y,Yes,21,4,3,80,1,32,3,3,9,8,1,5 +55,No,Travel_Rarely,1136,Research & Development,1,4,Medical,1,1424,2,Male,81,4,4,Research Director,4,Divorced,14732,12414,2,Y,No,13,3,4,80,2,31,4,4,7,7,0,0 +36,No,Travel_Rarely,1174,Sales,3,4,Marketing,1,1425,1,Female,99,3,2,Sales Executive,2,Single,9278,20763,3,Y,Yes,16,3,4,80,0,15,3,3,5,4,0,1 +30,No,Travel_Rarely,855,Sales,7,4,Marketing,1,1428,4,Female,73,3,2,Sales Executive,1,Divorced,4779,12761,7,Y,No,14,3,2,80,2,8,3,3,3,2,0,2 +31,No,Travel_Rarely,182,Research & Development,8,5,Life Sciences,1,1430,1,Female,93,3,4,Research Director,2,Single,16422,8847,3,Y,No,11,3,3,80,0,9,3,4,3,2,1,0 +31,Yes,Travel_Rarely,202,Research & Development,8,3,Life Sciences,1,1433,1,Female,34,2,1,Research Scientist,2,Single,1261,22262,1,Y,No,12,3,3,80,0,1,3,4,1,0,0,0 +27,No,Travel_Rarely,1377,Research & Development,11,1,Life Sciences,1,1434,2,Male,91,3,1,Laboratory Technician,1,Married,2099,7679,0,Y,No,14,3,2,80,0,6,3,4,5,0,1,4 +36,No,Travel_Rarely,172,Research & Development,4,4,Life Sciences,1,1435,1,Male,37,2,2,Laboratory Technician,4,Single,5810,22604,1,Y,No,16,3,3,80,0,10,2,2,10,4,1,8 +36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2 +25,Yes,Travel_Rarely,383,Sales,9,2,Life Sciences,1,1439,1,Male,68,2,1,Sales Representative,1,Married,4400,15182,3,Y,No,12,3,1,80,0,6,2,3,3,2,2,2 +37,No,Non-Travel,1413,Research & Development,5,2,Technical Degree,1,1440,3,Male,84,4,1,Laboratory Technician,3,Single,3500,25470,0,Y,No,14,3,1,80,0,7,2,1,6,5,1,3 +56,No,Travel_Rarely,1255,Research & Development,1,2,Life Sciences,1,1441,1,Female,90,3,1,Research Scientist,1,Married,2066,10494,2,Y,No,22,4,4,80,1,5,3,4,3,2,1,0 +47,No,Travel_Rarely,359,Research & Development,2,4,Medical,1,1443,1,Female,82,3,4,Research Director,3,Married,17169,26703,3,Y,No,19,3,2,80,2,26,2,4,20,17,5,6 +24,No,Travel_Rarely,1476,Sales,4,1,Medical,1,1445,4,Female,42,3,2,Sales Executive,3,Married,4162,15211,1,Y,Yes,12,3,3,80,2,5,3,3,5,4,0,3 +32,No,Travel_Rarely,601,Sales,7,5,Marketing,1,1446,4,Male,97,3,2,Sales Executive,4,Married,9204,23343,4,Y,No,12,3,3,80,1,7,3,2,4,3,0,3 +34,No,Travel_Rarely,401,Research & Development,1,3,Life Sciences,1,1447,4,Female,86,2,1,Laboratory Technician,2,Married,3294,3708,5,Y,No,17,3,1,80,1,7,2,2,5,4,0,2 +41,No,Travel_Rarely,1283,Research & Development,5,5,Medical,1,1448,2,Male,90,4,1,Research Scientist,3,Married,2127,5561,2,Y,Yes,12,3,1,80,0,7,5,2,4,2,0,3 +40,No,Non-Travel,663,Research & Development,9,4,Other,1,1449,3,Male,81,3,2,Laboratory Technician,3,Divorced,3975,23099,3,Y,No,11,3,3,80,2,11,2,4,8,7,0,7 +46,Yes,Travel_Rarely,377,Sales,9,3,Marketing,1,1457,1,Male,52,3,3,Sales Executive,4,Divorced,10096,15986,4,Y,No,11,3,1,80,1,28,1,4,7,7,4,3 +39,Yes,Non-Travel,592,Research & Development,2,3,Life Sciences,1,1458,1,Female,54,2,1,Laboratory Technician,1,Single,3646,17181,2,Y,Yes,23,4,2,80,0,11,2,4,1,0,0,0 +31,Yes,Travel_Frequently,1445,Research & Development,1,5,Life Sciences,1,1459,3,Female,100,4,3,Manufacturing Director,2,Single,7446,8931,1,Y,No,11,3,1,80,0,10,2,3,10,8,4,7 +45,No,Travel_Rarely,1038,Research & Development,20,3,Medical,1,1460,2,Male,95,1,3,Healthcare Representative,1,Divorced,10851,19863,2,Y,Yes,18,3,2,80,1,24,2,3,7,7,0,7 +31,No,Travel_Rarely,1398,Human Resources,8,2,Medical,1,1461,4,Female,96,4,1,Human Resources,2,Single,2109,24609,9,Y,No,18,3,4,80,0,8,3,3,3,2,0,2 +31,Yes,Travel_Frequently,523,Research & Development,2,3,Life Sciences,1,1464,2,Male,94,3,1,Laboratory Technician,4,Married,3722,21081,6,Y,Yes,13,3,3,80,1,7,2,1,2,2,2,2 +45,No,Travel_Rarely,1448,Research & Development,29,3,Technical Degree,1,1465,2,Male,55,3,3,Manufacturing Director,4,Married,9380,14720,4,Y,Yes,18,3,4,80,2,10,4,4,3,1,1,2 +48,No,Travel_Rarely,1221,Sales,7,3,Marketing,1,1466,3,Male,96,3,2,Sales Executive,1,Divorced,5486,24795,4,Y,No,11,3,1,80,3,15,3,3,2,2,2,2 +40,No,Non-Travel,218,Research & Development,8,1,Medical,1,1468,4,Male,55,2,3,Research Director,2,Divorced,13757,25178,2,Y,No,11,3,3,80,1,16,5,3,9,8,4,8 +28,No,Travel_Rarely,866,Sales,5,3,Medical,1,1469,4,Male,84,3,2,Sales Executive,1,Single,8463,23490,0,Y,No,18,3,4,80,0,6,4,3,5,4,1,3 +44,No,Non-Travel,981,Research & Development,5,3,Life Sciences,1,1471,3,Male,90,2,1,Laboratory Technician,3,Single,3162,7973,3,Y,No,14,3,4,80,0,7,5,3,5,2,0,3 +53,No,Travel_Rarely,447,Research & Development,2,3,Medical,1,1472,4,Male,39,4,4,Research Director,2,Single,16598,19764,4,Y,No,12,3,2,80,0,35,2,2,9,8,8,8 +49,No,Travel_Rarely,1495,Research & Development,5,4,Technical Degree,1,1473,1,Male,96,3,2,Healthcare Representative,3,Married,6651,21534,2,Y,No,14,3,2,80,1,20,0,2,3,2,1,2 +40,No,Travel_Rarely,896,Research & Development,2,3,Medical,1,1474,3,Male,68,3,1,Research Scientist,3,Divorced,2345,8045,2,Y,No,14,3,3,80,1,8,3,4,3,1,1,2 +44,No,Travel_Rarely,1467,Research & Development,20,3,Life Sciences,1,1475,4,Male,49,3,1,Research Scientist,2,Single,3420,21158,1,Y,No,13,3,3,80,0,6,3,2,5,2,1,3 +33,No,Travel_Frequently,430,Sales,7,3,Medical,1,1477,4,Male,54,3,2,Sales Executive,1,Married,4373,17456,0,Y,No,14,3,1,80,2,5,2,3,4,3,0,3 +34,No,Travel_Rarely,1326,Sales,3,3,Other,1,1478,4,Male,81,1,2,Sales Executive,1,Single,4759,15891,3,Y,No,18,3,4,80,0,15,2,3,13,9,3,12 +30,No,Travel_Rarely,1358,Sales,16,1,Life Sciences,1,1479,4,Male,96,3,2,Sales Executive,3,Married,5301,2939,8,Y,No,15,3,3,80,2,4,2,2,2,1,2,2 +42,No,Travel_Frequently,748,Research & Development,9,2,Medical,1,1480,1,Female,74,3,1,Laboratory Technician,4,Single,3673,16458,1,Y,No,13,3,3,80,0,12,3,3,12,9,5,8 +44,No,Travel_Frequently,383,Sales,1,5,Marketing,1,1481,1,Female,79,3,2,Sales Executive,3,Married,4768,9282,7,Y,No,12,3,3,80,1,11,4,2,1,0,0,0 +30,No,Non-Travel,990,Research & Development,7,3,Technical Degree,1,1482,3,Male,64,3,1,Research Scientist,3,Divorced,1274,7152,1,Y,No,13,3,2,80,2,1,2,2,1,0,0,0 +57,No,Travel_Rarely,405,Research & Development,1,2,Life Sciences,1,1483,2,Male,93,4,2,Research Scientist,3,Married,4900,2721,0,Y,No,24,4,1,80,1,13,2,2,12,9,2,8 +49,No,Travel_Rarely,1490,Research & Development,7,4,Life Sciences,1,1484,3,Male,35,3,3,Healthcare Representative,2,Divorced,10466,20948,3,Y,No,14,3,2,80,2,29,3,3,8,7,0,7 +34,No,Travel_Frequently,829,Research & Development,15,3,Medical,1,1485,2,Male,71,3,4,Research Director,1,Divorced,17007,11929,7,Y,No,14,3,4,80,2,16,3,2,14,8,6,9 +28,Yes,Travel_Frequently,1496,Sales,1,3,Technical Degree,1,1486,1,Male,92,3,1,Sales Representative,3,Married,2909,15747,3,Y,No,15,3,4,80,1,5,3,4,3,2,1,2 +29,Yes,Travel_Frequently,115,Sales,13,3,Technical Degree,1,1487,1,Female,51,3,2,Sales Executive,2,Single,5765,17485,5,Y,No,11,3,1,80,0,7,4,1,5,3,0,0 +34,Yes,Travel_Rarely,790,Sales,24,4,Medical,1,1489,1,Female,40,2,2,Sales Executive,2,Single,4599,7815,0,Y,Yes,23,4,3,80,0,16,2,4,15,9,10,10 +35,No,Travel_Rarely,660,Sales,7,1,Life Sciences,1,1492,4,Male,76,3,1,Sales Representative,3,Married,2404,16192,1,Y,No,13,3,1,80,1,1,3,3,1,0,0,0 +24,No,Non-Travel,830,Sales,13,2,Life Sciences,1,1495,4,Female,78,3,1,Sales Representative,2,Married,2033,7103,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +44,No,Travel_Frequently,1193,Research & Development,2,1,Medical,1,1496,2,Male,86,3,3,Manufacturing Director,3,Single,10209,19719,5,Y,Yes,18,3,2,80,0,16,2,2,2,2,2,2 +30,No,Travel_Rarely,330,Human Resources,1,3,Life Sciences,1,1499,3,Male,46,3,1,Human Resources,3,Divorced,2064,15428,0,Y,No,21,4,1,80,1,6,3,4,5,3,1,3 +55,No,Travel_Rarely,1229,Research & Development,4,4,Life Sciences,1,1501,4,Male,30,3,2,Healthcare Representative,3,Married,4035,16143,0,Y,Yes,16,3,2,80,0,4,2,3,3,2,1,2 +33,No,Travel_Rarely,1099,Research & Development,4,4,Medical,1,1502,1,Female,82,2,1,Laboratory Technician,2,Married,3838,8192,8,Y,No,11,3,4,80,0,8,5,3,5,4,0,2 +47,No,Travel_Rarely,571,Sales,14,3,Medical,1,1503,3,Female,78,3,2,Sales Executive,3,Married,4591,24200,3,Y,Yes,17,3,3,80,1,11,4,2,5,4,1,2 +28,Yes,Travel_Frequently,289,Research & Development,2,2,Medical,1,1504,3,Male,38,2,1,Laboratory Technician,1,Single,2561,5355,7,Y,No,11,3,3,80,0,8,2,2,0,0,0,0 +28,No,Travel_Rarely,1423,Research & Development,1,3,Life Sciences,1,1506,1,Male,72,2,1,Research Scientist,3,Divorced,1563,12530,1,Y,No,14,3,4,80,1,1,2,1,1,0,0,0 +28,No,Travel_Frequently,467,Sales,7,3,Life Sciences,1,1507,3,Male,55,3,2,Sales Executive,1,Single,4898,11827,0,Y,No,14,3,4,80,0,5,5,3,4,2,1,3 +49,No,Travel_Rarely,271,Research & Development,3,2,Medical,1,1509,3,Female,43,2,2,Laboratory Technician,1,Married,4789,23070,4,Y,No,25,4,1,80,1,10,3,3,3,2,1,2 +29,No,Travel_Frequently,410,Research & Development,2,1,Life Sciences,1,1513,4,Female,97,3,1,Laboratory Technician,2,Married,3180,4668,0,Y,No,13,3,3,80,3,4,3,3,3,2,0,2 +28,No,Travel_Rarely,1083,Research & Development,29,1,Life Sciences,1,1514,3,Male,96,1,2,Manufacturing Director,2,Married,6549,3173,1,Y,No,14,3,2,80,2,8,2,2,8,6,1,7 +33,No,Travel_Rarely,516,Research & Development,8,5,Life Sciences,1,1515,4,Male,69,3,2,Healthcare Representative,3,Single,6388,22049,2,Y,Yes,17,3,1,80,0,14,6,3,0,0,0,0 +32,No,Travel_Rarely,495,Research & Development,10,3,Medical,1,1516,3,Male,64,3,3,Manager,4,Single,11244,21072,2,Y,No,25,4,2,80,0,10,5,4,5,2,0,0 +54,No,Travel_Frequently,1050,Research & Development,11,4,Medical,1,1520,2,Female,87,3,4,Manager,4,Divorced,16032,24456,3,Y,No,20,4,1,80,1,26,2,3,14,9,1,12 +29,Yes,Travel_Rarely,224,Research & Development,1,4,Technical Degree,1,1522,1,Male,100,2,1,Research Scientist,1,Single,2362,7568,6,Y,No,13,3,3,80,0,11,2,1,9,7,0,7 +44,No,Travel_Rarely,136,Research & Development,28,3,Life Sciences,1,1523,4,Male,32,3,4,Research Director,1,Married,16328,22074,3,Y,No,13,3,3,80,1,24,1,4,20,6,14,17 +39,No,Travel_Rarely,1089,Research & Development,6,3,Life Sciences,1,1525,2,Female,32,3,3,Manufacturing Director,2,Single,8376,9150,4,Y,No,18,3,4,80,0,9,3,3,2,0,2,2 +46,No,Travel_Rarely,228,Sales,3,3,Life Sciences,1,1527,3,Female,51,3,4,Manager,2,Married,16606,11380,8,Y,No,12,3,4,80,1,23,2,4,13,12,5,1 +35,No,Travel_Rarely,1029,Research & Development,16,3,Life Sciences,1,1529,4,Female,91,2,3,Healthcare Representative,2,Single,8606,21195,1,Y,No,19,3,4,80,0,11,3,1,11,8,3,3 +23,No,Travel_Rarely,507,Research & Development,20,1,Life Sciences,1,1533,1,Male,97,3,2,Laboratory Technician,3,Single,2272,24812,0,Y,No,14,3,2,80,0,5,2,3,4,3,1,2 +40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0 +31,Yes,Travel_Frequently,561,Research & Development,3,3,Life Sciences,1,1537,4,Female,33,3,1,Research Scientist,3,Single,4084,4156,1,Y,No,12,3,1,80,0,7,2,1,7,2,7,7 +50,No,Travel_Frequently,333,Research & Development,22,5,Medical,1,1539,3,Male,88,1,4,Research Director,4,Single,14411,24450,1,Y,Yes,13,3,4,80,0,32,2,3,32,6,13,9 +34,No,Travel_Rarely,1440,Sales,7,2,Technical Degree,1,1541,2,Male,55,3,1,Sales Representative,3,Married,2308,4944,0,Y,Yes,25,4,2,80,1,12,4,3,11,10,5,7 +42,No,Travel_Rarely,1210,Research & Development,2,3,Medical,1,1542,3,Male,68,2,1,Laboratory Technician,2,Married,4841,24052,4,Y,No,14,3,2,80,1,4,3,3,1,0,0,0 +37,No,Travel_Rarely,674,Research & Development,13,3,Medical,1,1543,1,Male,47,3,2,Research Scientist,4,Married,4285,3031,1,Y,No,17,3,1,80,0,10,2,3,10,8,3,7 +29,No,Travel_Rarely,441,Research & Development,8,1,Other,1,1544,3,Female,39,1,2,Healthcare Representative,1,Married,9715,7288,3,Y,No,13,3,3,80,1,9,3,3,7,7,0,7 +33,No,Travel_Rarely,575,Research & Development,25,3,Life Sciences,1,1545,4,Male,44,2,2,Manufacturing Director,2,Single,4320,24152,1,Y,No,13,3,4,80,0,5,2,3,5,3,0,2 +45,No,Travel_Rarely,950,Research & Development,28,3,Technical Degree,1,1546,4,Male,97,3,1,Research Scientist,4,Married,2132,4585,4,Y,No,20,4,4,80,1,8,3,3,5,4,0,3 +42,No,Travel_Frequently,288,Research & Development,2,3,Life Sciences,1,1547,4,Male,40,3,3,Healthcare Representative,4,Married,10124,18611,2,Y,Yes,14,3,3,80,1,24,3,1,20,8,13,9 +40,No,Travel_Rarely,1342,Sales,9,2,Medical,1,1548,1,Male,47,3,2,Sales Executive,1,Married,5473,19345,0,Y,No,12,3,4,80,0,9,5,4,8,4,7,1 +33,No,Travel_Rarely,589,Research & Development,28,4,Life Sciences,1,1549,2,Male,79,3,2,Laboratory Technician,3,Married,5207,22949,1,Y,Yes,12,3,2,80,1,15,3,3,15,14,5,7 +40,No,Travel_Rarely,898,Human Resources,6,2,Medical,1,1550,3,Male,38,3,4,Manager,4,Single,16437,17381,1,Y,Yes,21,4,4,80,0,21,2,3,21,7,7,7 +24,No,Travel_Rarely,350,Research & Development,21,2,Technical Degree,1,1551,3,Male,57,2,1,Laboratory Technician,1,Divorced,2296,10036,0,Y,No,14,3,2,80,3,2,3,3,1,1,0,0 +40,No,Non-Travel,1142,Research & Development,8,2,Life Sciences,1,1552,4,Male,72,3,2,Healthcare Representative,4,Divorced,4069,8841,3,Y,Yes,18,3,3,80,0,8,2,3,2,2,2,2 +45,No,Travel_Rarely,538,Research & Development,1,4,Technical Degree,1,1553,1,Male,66,3,3,Healthcare Representative,2,Divorced,7441,20933,1,Y,No,12,3,1,80,3,10,4,3,10,8,7,7 +35,No,Travel_Rarely,1402,Sales,28,4,Life Sciences,1,1554,2,Female,98,2,1,Sales Representative,3,Married,2430,26204,0,Y,No,23,4,1,80,2,6,5,3,5,3,4,2 +36,No,Travel_Rarely,1157,Sales,2,4,Life Sciences,1,1556,3,Male,70,3,1,Sales Representative,4,Single,2644,17001,3,Y,Yes,21,4,4,80,0,7,3,2,3,2,1,2 +48,No,Travel_Rarely,492,Sales,16,4,Life Sciences,1,1557,3,Female,96,3,2,Sales Executive,3,Divorced,6439,13693,8,Y,No,14,3,3,80,1,18,2,3,8,7,7,7 +29,No,Travel_Rarely,598,Research & Development,9,3,Life Sciences,1,1558,3,Male,91,4,1,Research Scientist,3,Married,2451,22376,6,Y,No,18,3,1,80,2,5,2,2,1,0,0,0 +30,Yes,Travel_Rarely,740,Sales,1,3,Life Sciences,1,1562,2,Male,64,2,2,Sales Executive,1,Married,9714,5323,1,Y,No,11,3,4,80,1,10,4,3,10,8,6,7 +35,No,Travel_Rarely,992,Research & Development,1,3,Medical,1,1564,4,Male,68,2,1,Laboratory Technician,1,Single,2450,21731,1,Y,No,19,3,2,80,0,3,3,3,3,0,1,2 +30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3 +35,Yes,Travel_Rarely,104,Research & Development,2,3,Life Sciences,1,1569,1,Female,69,3,1,Laboratory Technician,1,Divorced,2074,26619,1,Y,Yes,12,3,4,80,1,1,2,3,1,0,0,0 +53,Yes,Travel_Rarely,607,Research & Development,2,5,Technical Degree,1,1572,3,Female,78,2,3,Manufacturing Director,4,Married,10169,14618,0,Y,No,16,3,2,80,1,34,4,3,33,7,1,9 +38,Yes,Travel_Rarely,903,Research & Development,2,3,Medical,1,1573,3,Male,81,3,2,Manufacturing Director,2,Married,4855,7653,4,Y,No,11,3,1,80,2,7,2,3,5,2,1,4 +55,No,Travel_Rarely,685,Sales,26,5,Marketing,1,1578,3,Male,60,2,5,Manager,4,Married,19586,23037,1,Y,No,21,4,3,80,1,36,3,3,36,6,2,13 +34,No,Travel_Rarely,1351,Research & Development,1,4,Life Sciences,1,1580,2,Male,45,3,2,Research Scientist,4,Married,5484,13008,9,Y,No,17,3,2,80,1,9,3,2,2,2,2,1 +26,No,Travel_Rarely,474,Research & Development,3,3,Life Sciences,1,1581,1,Female,89,3,1,Research Scientist,4,Married,2061,11133,1,Y,No,21,4,1,80,0,1,5,3,1,0,0,0 +38,No,Travel_Rarely,1245,Sales,14,3,Life Sciences,1,1582,3,Male,80,3,2,Sales Executive,2,Married,9924,12355,0,Y,No,11,3,4,80,1,10,3,3,9,8,7,7 +38,No,Travel_Rarely,437,Sales,16,3,Life Sciences,1,1583,2,Female,90,3,2,Sales Executive,2,Single,4198,16379,2,Y,No,12,3,2,80,0,8,5,4,3,2,1,2 +36,No,Travel_Rarely,884,Sales,1,4,Life Sciences,1,1585,2,Female,73,3,2,Sales Executive,3,Single,6815,21447,6,Y,No,13,3,1,80,0,15,5,3,1,0,0,0 +29,No,Travel_Rarely,1370,Research & Development,3,1,Medical,1,1586,2,Male,87,3,1,Laboratory Technician,1,Single,4723,16213,1,Y,Yes,18,3,4,80,0,10,3,3,10,9,1,5 +35,No,Travel_Rarely,670,Research & Development,10,4,Medical,1,1587,1,Female,51,3,2,Healthcare Representative,3,Single,6142,4223,3,Y,Yes,16,3,3,80,0,10,4,3,5,2,0,4 +29,No,Travel_Frequently,995,Research & Development,2,1,Life Sciences,1,1590,1,Male,87,3,2,Healthcare Representative,4,Divorced,8853,24483,1,Y,No,19,3,4,80,1,6,0,4,6,4,1,3 +50,No,Travel_Rarely,264,Sales,9,3,Marketing,1,1591,3,Male,59,3,5,Manager,3,Married,19331,19519,4,Y,Yes,16,3,3,80,1,27,2,3,1,0,0,0 +36,No,Travel_Frequently,1302,Research & Development,6,4,Life Sciences,1,1594,1,Male,80,4,2,Laboratory Technician,1,Married,5562,19711,3,Y,Yes,13,3,4,80,1,9,3,3,3,2,0,2 +35,No,Travel_Rarely,750,Research & Development,28,3,Life Sciences,1,1596,2,Male,46,4,2,Laboratory Technician,3,Married,3407,25348,1,Y,No,17,3,4,80,2,10,3,2,10,9,6,8 +34,No,Travel_Frequently,653,Research & Development,10,4,Technical Degree,1,1597,4,Male,92,2,2,Healthcare Representative,3,Married,5063,15332,1,Y,No,14,3,2,80,1,8,3,2,8,2,7,7 +43,No,Travel_Rarely,990,Research & Development,27,3,Technical Degree,1,1599,4,Male,87,4,1,Laboratory Technician,2,Divorced,4876,5855,5,Y,No,12,3,3,80,1,8,0,3,6,4,0,2 +35,No,Travel_Rarely,1349,Research & Development,7,2,Life Sciences,1,1601,3,Male,63,2,1,Laboratory Technician,4,Married,2690,7713,1,Y,No,18,3,4,80,1,1,5,2,1,0,0,1 +46,No,Travel_Rarely,563,Sales,1,4,Life Sciences,1,1602,4,Male,56,4,4,Manager,1,Single,17567,3156,1,Y,No,15,3,2,80,0,27,5,1,26,0,0,12 +28,Yes,Travel_Rarely,329,Research & Development,24,3,Medical,1,1604,3,Male,51,3,1,Laboratory Technician,2,Married,2408,7324,1,Y,Yes,17,3,3,80,3,1,3,3,1,1,0,0 +22,No,Non-Travel,457,Research & Development,26,2,Other,1,1605,2,Female,85,2,1,Research Scientist,3,Married,2814,10293,1,Y,Yes,14,3,2,80,0,4,2,2,4,2,1,3 +50,No,Travel_Frequently,1234,Research & Development,20,5,Medical,1,1606,2,Male,41,3,4,Healthcare Representative,3,Married,11245,20689,2,Y,Yes,15,3,3,80,1,32,3,3,30,8,12,13 +32,No,Travel_Rarely,634,Research & Development,5,4,Other,1,1607,2,Female,35,4,1,Research Scientist,4,Married,3312,18783,3,Y,No,17,3,4,80,2,6,3,3,3,2,0,2 +44,No,Travel_Rarely,1313,Research & Development,7,3,Medical,1,1608,2,Female,31,3,5,Research Director,4,Divorced,19049,3549,0,Y,Yes,14,3,4,80,1,23,4,2,22,7,1,10 +30,No,Travel_Rarely,241,Research & Development,7,3,Medical,1,1609,2,Male,48,2,1,Research Scientist,2,Married,2141,5348,1,Y,No,12,3,2,80,1,6,3,2,6,4,1,1 +45,No,Travel_Rarely,1015,Research & Development,5,5,Medical,1,1611,3,Female,50,1,2,Laboratory Technician,1,Single,5769,23447,1,Y,Yes,14,3,1,80,0,10,3,3,10,7,1,4 +45,No,Non-Travel,336,Sales,26,3,Marketing,1,1612,1,Male,52,2,2,Sales Executive,1,Married,4385,24162,1,Y,No,15,3,1,80,1,10,2,3,10,7,4,5 +31,No,Travel_Frequently,715,Sales,2,4,Other,1,1613,4,Male,54,3,2,Sales Executive,1,Single,5332,21602,7,Y,No,13,3,4,80,0,10,3,3,5,2,0,3 +36,No,Travel_Rarely,559,Research & Development,12,4,Life Sciences,1,1614,3,Female,76,3,2,Manufacturing Director,3,Married,4663,12421,9,Y,Yes,12,3,2,80,2,7,2,3,3,2,1,1 +34,No,Travel_Frequently,426,Research & Development,10,4,Life Sciences,1,1615,3,Male,42,4,2,Manufacturing Director,4,Divorced,4724,17000,1,Y,No,13,3,1,80,1,9,3,3,9,7,7,2 +49,No,Travel_Rarely,722,Research & Development,25,4,Life Sciences,1,1617,3,Female,84,3,1,Laboratory Technician,1,Married,3211,22102,1,Y,No,14,3,4,80,1,10,3,2,9,6,1,4 +39,No,Travel_Rarely,1387,Research & Development,10,5,Medical,1,1618,2,Male,76,3,2,Manufacturing Director,1,Married,5377,3835,2,Y,No,13,3,4,80,3,10,3,3,7,7,7,7 +27,No,Travel_Rarely,1302,Research & Development,19,3,Other,1,1619,4,Male,67,2,1,Laboratory Technician,1,Divorced,4066,16290,1,Y,No,11,3,1,80,2,7,3,3,7,7,0,7 +35,No,Travel_Rarely,819,Research & Development,18,5,Life Sciences,1,1621,2,Male,48,4,2,Research Scientist,1,Married,5208,26312,1,Y,No,11,3,4,80,0,16,2,3,16,15,1,10 +28,No,Travel_Rarely,580,Research & Development,27,3,Medical,1,1622,2,Female,39,1,2,Manufacturing Director,1,Divorced,4877,20460,0,Y,No,21,4,2,80,1,6,5,2,5,3,0,0 +47,No,Travel_Rarely,1176,Human Resources,26,4,Life Sciences,1,1625,4,Female,98,3,5,Manager,3,Married,19658,5220,3,Y,No,11,3,3,80,1,27,2,3,5,2,1,0 +40,No,Travel_Rarely,884,Research & Development,15,3,Life Sciences,1,1628,1,Female,80,2,3,Manufacturing Director,3,Married,10435,25800,1,Y,No,13,3,4,80,2,18,2,3,18,15,14,12 +37,No,Travel_Rarely,671,Research & Development,19,3,Life Sciences,1,1631,3,Male,85,3,2,Manufacturing Director,3,Married,5768,26493,3,Y,No,17,3,1,80,3,9,2,2,4,3,0,2 +39,No,Travel_Frequently,711,Research & Development,4,3,Medical,1,1633,1,Female,81,3,2,Manufacturing Director,3,Single,5042,3140,0,Y,No,13,3,4,80,0,10,2,1,9,2,3,8 +45,No,Travel_Rarely,1329,Research & Development,2,2,Other,1,1635,4,Female,59,2,2,Manufacturing Director,4,Divorced,5770,5388,1,Y,No,19,3,1,80,2,10,3,3,10,7,3,9 +38,No,Travel_Rarely,397,Research & Development,2,2,Medical,1,1638,4,Female,54,2,3,Manufacturing Director,3,Married,7756,14199,3,Y,Yes,19,3,4,80,1,10,6,4,5,4,0,2 +35,Yes,Travel_Rarely,737,Sales,10,3,Medical,1,1639,4,Male,55,2,3,Sales Executive,1,Married,10306,21530,9,Y,No,17,3,3,80,0,15,3,3,13,12,6,0 +37,No,Travel_Rarely,1470,Research & Development,10,3,Medical,1,1640,2,Female,71,3,1,Research Scientist,2,Married,3936,9953,1,Y,No,11,3,1,80,1,8,2,1,8,4,7,7 +40,No,Travel_Rarely,448,Research & Development,16,3,Life Sciences,1,1641,3,Female,84,3,3,Manufacturing Director,4,Single,7945,19948,6,Y,Yes,15,3,4,80,0,18,2,2,4,2,3,3 +44,No,Travel_Frequently,602,Human Resources,1,5,Human Resources,1,1642,1,Male,37,3,2,Human Resources,4,Married,5743,10503,4,Y,Yes,11,3,3,80,0,14,3,3,10,7,0,2 +35,Yes,Travel_Rarely,763,Sales,15,2,Medical,1,1645,1,Male,59,1,2,Sales Executive,4,Divorced,5440,22098,6,Y,Yes,14,3,4,80,2,7,2,2,2,2,2,2 +24,No,Travel_Frequently,567,Research & Development,2,1,Technical Degree,1,1646,1,Female,32,3,1,Research Scientist,4,Single,3760,17218,1,Y,Yes,13,3,3,80,0,6,2,3,6,3,1,3 +27,No,Travel_Rarely,486,Research & Development,8,3,Medical,1,1647,2,Female,86,4,1,Research Scientist,3,Married,3517,22490,7,Y,No,17,3,1,80,0,5,0,3,3,2,0,2 +27,No,Travel_Frequently,591,Research & Development,2,3,Medical,1,1648,4,Male,87,3,1,Research Scientist,4,Single,2580,6297,2,Y,No,13,3,3,80,0,6,0,2,4,2,1,2 +29,No,Travel_Rarely,469,Sales,10,3,Medical,1,1650,3,Male,42,2,2,Sales Executive,3,Single,5869,23413,9,Y,No,11,3,3,80,0,8,2,3,5,2,1,4 +36,No,Travel_Rarely,711,Research & Development,5,4,Life Sciences,1,1651,2,Female,42,3,3,Healthcare Representative,1,Married,8008,22792,4,Y,No,12,3,3,80,2,9,6,3,3,2,0,2 +25,No,Travel_Frequently,772,Research & Development,2,1,Life Sciences,1,1653,4,Male,77,4,2,Manufacturing Director,3,Divorced,5206,4973,1,Y,No,17,3,3,80,2,7,6,3,7,7,0,7 +39,No,Travel_Rarely,492,Research & Development,12,3,Medical,1,1654,4,Male,66,3,2,Manufacturing Director,2,Married,5295,7693,4,Y,No,21,4,3,80,0,7,3,3,5,4,1,0 +49,No,Travel_Rarely,301,Research & Development,22,4,Other,1,1655,1,Female,72,3,4,Research Director,2,Married,16413,3498,3,Y,No,16,3,2,80,2,27,2,3,4,2,1,2 +50,No,Travel_Rarely,813,Research & Development,17,5,Life Sciences,1,1656,4,Female,50,2,3,Research Director,1,Divorced,13269,21981,5,Y,No,15,3,3,80,3,19,3,3,14,11,1,11 +20,No,Travel_Rarely,1141,Sales,2,3,Medical,1,1657,3,Female,31,3,1,Sales Representative,3,Single,2783,13251,1,Y,No,19,3,1,80,0,2,3,3,2,2,2,2 +34,No,Travel_Rarely,1130,Research & Development,3,3,Life Sciences,1,1658,4,Female,66,3,2,Research Scientist,2,Divorced,5433,19332,1,Y,No,12,3,3,80,1,11,2,3,11,8,7,9 +36,No,Travel_Rarely,311,Research & Development,7,3,Life Sciences,1,1659,1,Male,77,3,1,Laboratory Technician,2,Single,2013,10950,2,Y,No,11,3,3,80,0,15,4,3,4,3,1,3 +49,No,Travel_Rarely,465,Research & Development,6,1,Life Sciences,1,1661,3,Female,41,2,4,Healthcare Representative,3,Married,13966,11652,2,Y,Yes,19,3,2,80,1,30,3,3,15,11,2,12 +36,No,Non-Travel,894,Research & Development,1,4,Medical,1,1662,4,Female,33,2,2,Manufacturing Director,3,Married,4374,15411,0,Y,No,15,3,3,80,0,4,6,3,3,2,1,2 +36,No,Travel_Rarely,1040,Research & Development,3,2,Life Sciences,1,1664,4,Male,79,4,2,Healthcare Representative,1,Divorced,6842,26308,6,Y,No,20,4,1,80,1,13,3,3,5,4,0,4 +54,No,Travel_Rarely,584,Research & Development,22,5,Medical,1,1665,2,Female,91,3,4,Manager,3,Married,17426,18685,3,Y,No,25,4,3,80,1,36,6,3,10,8,4,7 +43,No,Travel_Rarely,1291,Research & Development,15,2,Life Sciences,1,1666,3,Male,65,2,4,Research Director,3,Married,17603,3525,1,Y,No,24,4,1,80,1,14,3,3,14,10,6,11 +38,No,Travel_Frequently,1189,Research & Development,1,3,Life Sciences,1,1668,4,Male,90,3,2,Research Scientist,4,Married,4735,9867,7,Y,No,15,3,4,80,2,19,4,4,13,11,2,9 +29,No,Travel_Rarely,991,Sales,5,3,Medical,1,1669,1,Male,43,2,2,Sales Executive,2,Divorced,4187,3356,1,Y,Yes,13,3,2,80,1,10,3,2,10,0,0,9 +33,No,Travel_Rarely,392,Sales,2,4,Medical,1,1670,4,Male,93,3,2,Sales Executive,4,Divorced,5505,3921,1,Y,No,14,3,3,80,2,6,5,3,6,2,0,4 +32,No,Travel_Rarely,977,Research & Development,2,3,Medical,1,1671,4,Male,45,3,2,Research Scientist,2,Divorced,5470,25518,0,Y,No,13,3,3,80,2,10,4,2,9,5,1,6 +31,No,Travel_Rarely,1112,Sales,5,4,Life Sciences,1,1673,1,Female,67,3,2,Sales Executive,4,Married,5476,22589,1,Y,No,11,3,1,80,2,10,2,3,10,0,0,2 +49,No,Travel_Rarely,464,Research & Development,16,3,Medical,1,1674,4,Female,74,3,1,Laboratory Technician,1,Divorced,2587,24941,4,Y,Yes,16,3,2,80,1,17,2,2,2,2,2,2 +38,No,Travel_Frequently,148,Research & Development,2,3,Medical,1,1675,4,Female,42,2,1,Laboratory Technician,2,Single,2440,23826,1,Y,No,22,4,2,80,0,4,3,3,4,3,3,3 +47,No,Travel_Rarely,1225,Sales,2,4,Life Sciences,1,1676,2,Female,47,4,4,Manager,2,Divorced,15972,21086,6,Y,No,14,3,3,80,3,29,2,3,3,2,1,2 +49,No,Travel_Rarely,809,Research & Development,1,3,Life Sciences,1,1677,3,Male,36,3,4,Manager,3,Single,15379,22384,4,Y,No,14,3,1,80,0,23,2,3,8,7,0,0 +20,No,Travel_Rarely,727,Sales,9,1,Life Sciences,1,1680,4,Male,54,3,1,Sales Representative,1,Single,2728,21082,1,Y,No,11,3,1,80,0,2,3,3,2,2,0,2 +33,No,Non-Travel,530,Sales,16,3,Life Sciences,1,1681,3,Female,36,3,2,Sales Executive,4,Divorced,5368,16130,1,Y,Yes,25,4,3,80,1,7,2,3,6,5,1,2 +36,No,Travel_Rarely,1351,Research & Development,26,4,Life Sciences,1,1682,1,Male,80,3,2,Healthcare Representative,3,Married,5347,7419,6,Y,No,14,3,2,80,2,10,2,2,3,2,0,2 +44,No,Travel_Rarely,528,Human Resources,1,3,Life Sciences,1,1683,3,Female,44,3,1,Human Resources,4,Divorced,3195,4167,4,Y,Yes,18,3,1,80,3,8,2,3,2,2,2,2 +38,No,Travel_Rarely,1495,Research & Development,4,2,Medical,1,1687,4,Female,87,3,1,Laboratory Technician,3,Married,3306,26176,7,Y,No,19,3,4,80,1,7,5,2,0,0,0,0 +53,No,Travel_Rarely,1395,Research & Development,24,4,Medical,1,1689,2,Male,48,4,3,Healthcare Representative,4,Married,7005,3458,3,Y,No,15,3,3,80,0,11,2,3,4,3,1,2 +48,Yes,Travel_Frequently,708,Sales,7,2,Medical,1,1691,4,Female,95,3,1,Sales Representative,3,Married,2655,11740,2,Y,Yes,11,3,3,80,2,19,3,3,9,7,7,7 +32,Yes,Travel_Rarely,1259,Research & Development,2,4,Life Sciences,1,1692,4,Male,95,3,1,Laboratory Technician,2,Single,1393,24852,1,Y,No,12,3,1,80,0,1,2,3,1,0,0,0 +26,No,Non-Travel,786,Research & Development,7,3,Medical,1,1693,4,Male,76,3,1,Laboratory Technician,4,Single,2570,11925,1,Y,No,20,4,3,80,0,7,5,3,7,7,5,7 +55,No,Travel_Rarely,1441,Research & Development,22,3,Technical Degree,1,1694,1,Male,94,2,1,Research Scientist,2,Divorced,3537,23737,5,Y,No,12,3,4,80,1,8,1,3,4,2,1,2 +34,No,Travel_Rarely,1157,Research & Development,5,2,Medical,1,1696,2,Male,57,2,2,Laboratory Technician,4,Married,3986,11912,1,Y,No,14,3,3,80,1,15,3,4,15,10,4,13 +60,No,Travel_Rarely,370,Research & Development,1,4,Medical,1,1697,3,Male,92,1,3,Healthcare Representative,4,Divorced,10883,20467,3,Y,No,20,4,3,80,1,19,2,4,1,0,0,0 +37,No,Travel_Frequently,1278,Sales,1,4,Medical,1,1700,3,Male,31,1,2,Sales Executive,4,Divorced,9525,7677,1,Y,No,14,3,3,80,2,6,2,2,6,3,1,3 +34,No,Travel_Rarely,678,Research & Development,19,3,Life Sciences,1,1701,2,Female,35,2,1,Research Scientist,4,Married,2929,20338,1,Y,No,12,3,2,80,0,10,3,3,10,9,8,7 +23,Yes,Travel_Rarely,427,Sales,7,3,Life Sciences,1,1702,3,Male,99,3,1,Sales Representative,4,Divorced,2275,25103,1,Y,Yes,21,4,2,80,1,3,2,3,3,2,0,2 +44,No,Travel_Rarely,921,Research & Development,2,3,Life Sciences,1,1703,3,Female,96,4,3,Healthcare Representative,4,Married,7879,14810,1,Y,Yes,19,3,2,80,1,9,2,3,8,7,6,7 +35,No,Travel_Frequently,146,Research & Development,2,4,Medical,1,1704,1,Male,79,2,1,Research Scientist,4,Single,4930,13970,0,Y,Yes,14,3,3,80,0,6,2,4,5,4,1,4 +43,No,Travel_Rarely,1179,Sales,2,3,Medical,1,1706,4,Male,73,3,2,Sales Executive,4,Married,7847,6069,1,Y,Yes,17,3,1,80,1,10,3,3,10,9,8,8 +24,No,Travel_Rarely,581,Research & Development,9,3,Medical,1,1707,3,Male,62,4,1,Research Scientist,3,Married,4401,17616,1,Y,No,16,3,4,80,1,5,1,3,5,3,0,4 +41,No,Travel_Rarely,918,Sales,6,3,Marketing,1,1708,4,Male,35,3,3,Sales Executive,3,Single,9241,15869,1,Y,No,12,3,2,80,0,10,3,3,10,8,8,7 +29,No,Travel_Rarely,1082,Research & Development,9,4,Medical,1,1709,4,Female,43,3,1,Laboratory Technician,3,Married,2974,25412,9,Y,No,17,3,3,80,1,9,2,3,5,3,1,2 +36,No,Travel_Rarely,530,Sales,2,4,Life Sciences,1,1710,3,Female,51,3,2,Sales Representative,4,Single,4502,7439,3,Y,No,15,3,3,80,0,17,2,2,13,7,6,7 +45,No,Non-Travel,1238,Research & Development,1,1,Life Sciences,1,1712,3,Male,74,2,3,Healthcare Representative,3,Married,10748,3395,3,Y,No,23,4,4,80,1,25,3,2,23,15,14,4 +24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0 +47,Yes,Travel_Frequently,1093,Sales,9,3,Life Sciences,1,1716,3,Male,82,1,4,Sales Executive,3,Married,12936,24164,7,Y,No,11,3,3,80,0,25,3,1,23,5,14,10 +45,No,Travel_Rarely,1005,Research & Development,28,2,Technical Degree,1,1719,4,Female,48,2,4,Research Director,2,Single,16704,17119,1,Y,No,11,3,3,80,0,21,2,3,21,6,8,6 +32,No,Travel_Frequently,585,Research & Development,10,3,Life Sciences,1,1720,1,Male,56,3,1,Research Scientist,3,Married,3433,17360,6,Y,No,13,3,1,80,1,10,3,2,5,2,1,3 +31,No,Travel_Rarely,741,Research & Development,2,4,Life Sciences,1,1721,2,Male,69,3,1,Laboratory Technician,3,Married,3477,18103,1,Y,No,14,3,4,80,1,6,2,4,5,2,0,3 +41,No,Non-Travel,552,Human Resources,4,3,Human Resources,1,1722,3,Male,60,1,2,Human Resources,2,Married,6430,20794,6,Y,No,19,3,2,80,1,10,4,3,3,2,1,2 +40,No,Travel_Rarely,369,Research & Development,8,2,Life Sciences,1,1724,2,Female,92,3,2,Manufacturing Director,1,Married,6516,5041,2,Y,Yes,16,3,2,80,1,18,3,3,1,0,0,0 +24,No,Travel_Rarely,506,Research & Development,29,1,Medical,1,1725,2,Male,91,3,1,Laboratory Technician,1,Divorced,3907,3622,1,Y,No,13,3,2,80,3,6,2,4,6,2,1,2 +46,No,Travel_Rarely,717,Research & Development,13,4,Life Sciences,1,1727,3,Male,34,3,2,Healthcare Representative,2,Single,5562,9697,6,Y,No,14,3,4,80,0,19,3,3,10,7,0,9 +35,No,Travel_Rarely,1370,Research & Development,27,4,Life Sciences,1,1728,4,Male,49,3,2,Manufacturing Director,3,Married,6883,5151,2,Y,No,16,3,2,80,1,17,3,3,7,7,0,7 +30,No,Travel_Rarely,793,Research & Development,16,1,Life Sciences,1,1729,2,Male,33,3,1,Research Scientist,4,Married,2862,3811,1,Y,No,12,3,2,80,1,10,2,2,10,0,0,8 +47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0 +46,No,Travel_Rarely,1277,Sales,2,3,Life Sciences,1,1732,3,Male,74,3,3,Sales Executive,4,Divorced,10368,5596,4,Y,Yes,12,3,2,80,1,13,5,2,10,6,0,3 +36,Yes,Travel_Rarely,1456,Sales,13,5,Marketing,1,1733,2,Male,96,2,2,Sales Executive,1,Divorced,6134,8658,5,Y,Yes,13,3,2,80,3,16,3,3,2,2,2,2 +23,No,Travel_Rarely,160,Research & Development,4,1,Medical,1,1735,3,Female,51,3,1,Laboratory Technician,2,Single,3295,12862,1,Y,No,13,3,3,80,0,3,3,1,3,2,1,2 +31,No,Travel_Frequently,163,Research & Development,24,1,Technical Degree,1,1736,4,Female,30,3,2,Manufacturing Director,4,Single,5238,6670,2,Y,No,20,4,4,80,0,9,3,2,5,4,1,4 +39,No,Non-Travel,792,Research & Development,1,3,Life Sciences,1,1737,4,Male,77,3,2,Laboratory Technician,4,Married,6472,8989,1,Y,Yes,15,3,4,80,1,9,2,3,9,8,5,8 +32,No,Travel_Rarely,371,Sales,19,3,Life Sciences,1,1739,4,Male,80,1,3,Sales Executive,3,Married,9610,3840,3,Y,No,13,3,3,80,1,10,2,1,4,3,0,2 +40,No,Travel_Rarely,611,Sales,7,4,Medical,1,1740,2,Male,88,3,5,Manager,2,Single,19833,4349,1,Y,No,14,3,2,80,0,21,3,2,21,8,12,8 +45,No,Travel_Rarely,176,Human Resources,4,3,Life Sciences,1,1744,3,Female,56,1,3,Human Resources,3,Married,9756,6595,4,Y,No,21,4,3,80,2,9,2,4,5,0,0,3 +30,No,Travel_Frequently,1312,Research & Development,2,4,Technical Degree,1,1745,4,Female,78,2,1,Research Scientist,1,Single,4968,26427,0,Y,No,16,3,4,80,0,10,2,3,9,7,0,7 +24,No,Travel_Frequently,897,Human Resources,10,3,Medical,1,1746,1,Male,59,3,1,Human Resources,4,Married,2145,2097,0,Y,No,14,3,4,80,1,3,2,3,2,2,2,1 +30,Yes,Travel_Frequently,600,Human Resources,8,3,Human Resources,1,1747,3,Female,66,2,1,Human Resources,4,Divorced,2180,9732,6,Y,No,11,3,3,80,1,6,0,2,4,2,1,2 +27,No,Travel_Rarely,1054,Research & Development,8,3,Medical,1,1751,3,Female,67,3,1,Research Scientist,4,Single,3445,6152,1,Y,No,11,3,3,80,0,6,5,2,6,2,1,4 +29,Yes,Travel_Rarely,428,Sales,9,3,Marketing,1,1752,2,Female,52,1,1,Sales Representative,2,Single,2760,14630,1,Y,No,13,3,3,80,0,2,3,3,2,2,2,2 +29,No,Travel_Frequently,461,Research & Development,1,3,Life Sciences,1,1753,4,Male,70,4,2,Healthcare Representative,3,Single,6294,23060,8,Y,Yes,12,3,4,80,0,10,5,4,3,2,0,2 +30,No,Travel_Rarely,979,Sales,15,2,Marketing,1,1754,3,Male,94,2,3,Sales Executive,1,Divorced,7140,3088,2,Y,No,11,3,1,80,1,12,2,3,7,7,1,7 +34,No,Travel_Rarely,181,Research & Development,2,4,Medical,1,1755,4,Male,97,4,1,Research Scientist,4,Married,2932,5586,0,Y,Yes,14,3,1,80,3,6,3,3,5,0,1,2 +49,No,Travel_Rarely,1313,Sales,11,4,Marketing,1,1757,4,Female,80,3,2,Sales Executive,4,Single,4507,8191,3,Y,No,12,3,3,80,0,8,1,4,5,1,0,4 +33,Yes,Travel_Rarely,211,Sales,16,3,Life Sciences,1,1758,1,Female,74,3,3,Sales Executive,1,Single,8564,10092,2,Y,Yes,20,4,3,80,0,11,2,2,0,0,0,0 +38,No,Travel_Frequently,594,Research & Development,2,2,Medical,1,1760,3,Female,75,2,1,Laboratory Technician,2,Married,2468,15963,4,Y,No,14,3,2,80,1,9,4,2,6,1,0,5 +31,Yes,Travel_Rarely,1079,Sales,16,4,Marketing,1,1761,1,Male,70,3,3,Sales Executive,3,Married,8161,19002,2,Y,No,13,3,1,80,3,10,2,3,1,0,0,0 +29,No,Travel_Rarely,590,Research & Development,4,3,Technical Degree,1,1762,4,Female,91,2,1,Research Scientist,1,Divorced,2109,10007,1,Y,No,13,3,3,80,1,1,2,3,1,0,0,0 +32,No,Non-Travel,953,Research & Development,5,4,Technical Degree,1,1764,2,Male,65,3,1,Research Scientist,2,Single,2718,17674,2,Y,No,14,3,2,80,0,12,3,3,7,7,0,7 +38,No,Travel_Rarely,833,Research & Development,18,3,Medical,1,1766,2,Male,60,1,2,Healthcare Representative,4,Married,5811,24539,3,Y,Yes,16,3,3,80,1,15,2,3,1,0,1,0 +43,Yes,Travel_Frequently,807,Research & Development,17,3,Technical Degree,1,1767,3,Male,38,2,1,Research Scientist,3,Married,2437,15587,9,Y,Yes,16,3,4,80,1,6,4,3,1,0,0,0 +42,No,Travel_Rarely,855,Research & Development,12,3,Medical,1,1768,2,Male,57,3,1,Laboratory Technician,2,Divorced,2766,8952,8,Y,No,22,4,2,80,3,7,6,2,5,3,0,4 +55,No,Travel_Rarely,478,Research & Development,2,3,Medical,1,1770,3,Male,60,2,5,Research Director,1,Married,19038,19805,8,Y,No,12,3,2,80,3,34,2,3,1,0,0,0 +33,No,Non-Travel,775,Research & Development,4,3,Technical Degree,1,1771,4,Male,90,3,2,Research Scientist,2,Divorced,3055,6194,5,Y,No,15,3,4,80,2,11,2,2,9,8,1,7 +41,No,Travel_Rarely,548,Research & Development,9,4,Life Sciences,1,1772,3,Male,94,3,1,Laboratory Technician,1,Divorced,2289,20520,1,Y,No,20,4,2,80,2,5,2,3,5,3,0,4 +34,No,Non-Travel,1375,Sales,10,3,Life Sciences,1,1774,4,Male,87,3,2,Sales Executive,3,Divorced,4001,12313,1,Y,Yes,14,3,3,80,1,15,3,3,15,14,0,7 +53,No,Non-Travel,661,Research & Development,1,4,Medical,1,1775,1,Female,60,2,4,Manufacturing Director,3,Married,12965,22308,4,Y,Yes,20,4,4,80,3,27,2,2,3,2,0,2 +43,No,Travel_Rarely,244,Human Resources,2,3,Life Sciences,1,1778,2,Male,97,3,1,Human Resources,4,Single,3539,5033,0,Y,No,13,3,2,80,0,10,5,3,9,7,1,8 +34,No,Travel_Rarely,511,Sales,3,2,Life Sciences,1,1779,4,Female,32,1,2,Sales Executive,4,Single,6029,25353,5,Y,No,12,3,1,80,0,6,3,3,2,2,2,2 +21,Yes,Travel_Rarely,337,Sales,7,1,Marketing,1,1780,2,Male,31,3,1,Sales Representative,2,Single,2679,4567,1,Y,No,13,3,2,80,0,1,3,3,1,0,1,0 +22,Yes,Travel_Rarely,1294,Research & Development,8,1,Medical,1,1783,3,Female,79,3,1,Laboratory Technician,1,Married,2398,15999,1,Y,Yes,17,3,3,80,0,1,6,3,1,0,0,0 +31,No,Travel_Rarely,196,Sales,29,4,Marketing,1,1784,1,Female,91,2,2,Sales Executive,4,Married,5468,13402,1,Y,No,14,3,1,80,2,13,3,3,12,7,5,7 +51,No,Travel_Rarely,942,Research & Development,3,3,Technical Degree,1,1786,1,Female,53,3,3,Manager,3,Married,13116,22984,2,Y,No,11,3,4,80,0,15,2,3,2,2,2,2 +37,No,Travel_Rarely,589,Sales,9,2,Marketing,1,1787,2,Male,46,2,2,Sales Executive,2,Married,4189,8800,1,Y,No,14,3,1,80,2,5,2,3,5,2,0,3 +46,No,Travel_Rarely,734,Research & Development,2,4,Medical,1,1789,3,Male,46,3,5,Research Director,4,Divorced,19328,14218,7,Y,Yes,17,3,3,80,1,24,3,3,2,1,2,2 +36,No,Travel_Rarely,1383,Research & Development,10,3,Life Sciences,1,1790,4,Male,90,3,3,Healthcare Representative,1,Married,8321,25949,7,Y,Yes,13,3,4,80,1,15,1,3,12,8,5,7 +44,Yes,Travel_Frequently,429,Research & Development,1,2,Medical,1,1792,3,Male,99,3,1,Research Scientist,2,Divorced,2342,11092,1,Y,Yes,12,3,3,80,3,6,2,2,5,3,2,3 +35,Yes,Travel_Rarely,303,Sales,27,3,Life Sciences,1,1797,3,Male,84,3,2,Sales Executive,4,Single,5813,13492,1,Y,Yes,18,3,4,80,0,10,2,3,10,7,7,7 +33,No,Travel_Rarely,867,Research & Development,8,4,Life Sciences,1,1798,4,Male,90,4,1,Research Scientist,1,Married,3143,6076,6,Y,No,19,3,2,80,1,14,1,3,10,8,7,6 +28,No,Travel_Rarely,1181,Research & Development,1,3,Life Sciences,1,1799,3,Male,82,3,1,Research Scientist,4,Married,2044,5531,1,Y,No,11,3,3,80,1,5,6,4,5,3,0,3 +39,No,Travel_Rarely,1253,Research & Development,10,1,Medical,1,1800,3,Male,65,3,3,Research Director,3,Single,13464,7914,7,Y,No,21,4,3,80,0,9,3,3,4,3,2,2 +46,No,Non-Travel,849,Sales,26,2,Life Sciences,1,1801,2,Male,98,2,2,Sales Executive,2,Single,7991,25166,8,Y,No,15,3,3,80,0,6,3,3,2,2,2,2 +42,No,Travel_Rarely,1128,Research & Development,13,3,Medical,1,1803,2,Male,95,4,2,Healthcare Representative,1,Married,5538,5696,5,Y,No,18,3,3,80,2,10,2,2,0,0,0,0 +35,No,Non-Travel,1180,Research & Development,2,2,Medical,1,1804,2,Male,90,3,2,Manufacturing Director,4,Divorced,5762,24442,2,Y,No,14,3,3,80,1,15,6,3,7,7,1,7 +38,No,Non-Travel,1336,Human Resources,2,3,Human Resources,1,1805,1,Male,100,3,1,Human Resources,2,Divorced,2592,7129,5,Y,No,13,3,4,80,3,13,3,3,11,10,3,8 +34,Yes,Travel_Frequently,234,Research & Development,9,4,Life Sciences,1,1807,4,Male,93,3,2,Laboratory Technician,1,Married,5346,6208,4,Y,No,17,3,3,80,1,11,3,2,7,1,0,7 +37,Yes,Travel_Rarely,370,Research & Development,10,4,Medical,1,1809,4,Male,58,3,2,Manufacturing Director,1,Single,4213,4992,1,Y,No,15,3,2,80,0,10,4,1,10,3,0,8 +39,No,Travel_Frequently,766,Sales,20,3,Life Sciences,1,1812,3,Male,83,3,2,Sales Executive,4,Divorced,4127,19188,2,Y,No,18,3,4,80,1,7,6,3,2,1,2,2 +43,No,Non-Travel,343,Research & Development,9,3,Life Sciences,1,1813,1,Male,52,3,1,Research Scientist,3,Single,2438,24978,4,Y,No,13,3,3,80,0,7,2,2,3,2,1,2 +41,No,Travel_Rarely,447,Research & Development,5,3,Life Sciences,1,1814,2,Male,85,4,2,Healthcare Representative,2,Single,6870,15530,3,Y,No,12,3,1,80,0,11,3,1,3,2,1,2 +41,No,Travel_Rarely,796,Sales,4,1,Marketing,1,1815,3,Female,81,3,3,Sales Executive,3,Divorced,10447,26458,0,Y,Yes,13,3,4,80,1,23,3,4,22,14,13,5 +30,No,Travel_Rarely,1092,Research & Development,10,3,Medical,1,1816,1,Female,64,3,3,Manufacturing Director,3,Single,9667,2739,9,Y,No,14,3,2,80,0,9,3,3,7,7,0,2 +46,Yes,Travel_Rarely,261,Research & Development,21,2,Medical,1,1821,4,Female,66,3,2,Healthcare Representative,2,Married,8926,10842,4,Y,No,22,4,4,80,1,13,2,4,9,7,3,7 +40,No,Travel_Rarely,1194,Research & Development,1,3,Life Sciences,1,1822,3,Female,52,3,2,Healthcare Representative,4,Divorced,6513,9060,4,Y,No,17,3,4,80,1,12,3,3,5,3,0,3 +34,No,Travel_Rarely,810,Sales,8,2,Technical Degree,1,1823,2,Male,92,4,2,Sales Executive,3,Married,6799,22128,1,Y,No,21,4,3,80,2,10,5,3,10,8,4,8 +58,No,Non-Travel,350,Sales,2,3,Medical,1,1824,2,Male,52,3,4,Manager,2,Divorced,16291,22577,4,Y,No,22,4,4,80,1,37,0,2,16,9,14,14 +35,No,Travel_Rarely,185,Research & Development,23,4,Medical,1,1826,2,Male,91,1,1,Laboratory Technician,3,Married,2705,9696,0,Y,No,16,3,2,80,1,6,2,4,5,4,0,3 +47,No,Travel_Rarely,1001,Research & Development,4,3,Life Sciences,1,1827,3,Female,92,2,3,Manufacturing Director,2,Divorced,10333,19271,8,Y,Yes,12,3,3,80,1,28,4,3,22,11,14,10 +54,No,Travel_Rarely,431,Research & Development,7,4,Medical,1,1830,4,Female,68,3,2,Research Scientist,4,Married,6854,15696,4,Y,No,15,3,2,80,1,14,2,2,7,1,1,7 +31,No,Travel_Frequently,1125,Sales,7,4,Marketing,1,1833,1,Female,68,3,3,Sales Executive,1,Married,9637,8277,2,Y,No,14,3,4,80,2,9,3,3,3,2,2,2 +28,No,Travel_Rarely,1217,Research & Development,1,3,Medical,1,1834,3,Female,67,3,1,Research Scientist,1,Married,3591,12719,1,Y,No,25,4,3,80,1,3,3,3,3,2,1,2 +38,No,Travel_Rarely,723,Sales,2,4,Marketing,1,1835,2,Female,77,1,2,Sales Representative,4,Married,5405,4244,2,Y,Yes,20,4,1,80,2,20,4,2,4,2,0,3 +26,No,Travel_Rarely,572,Sales,10,3,Medical,1,1836,3,Male,46,3,2,Sales Executive,4,Single,4684,9125,1,Y,No,13,3,1,80,0,5,4,3,5,3,1,2 +58,No,Travel_Frequently,1216,Research & Development,15,4,Life Sciences,1,1837,1,Male,87,3,4,Research Director,3,Married,15787,21624,2,Y,Yes,14,3,2,80,0,23,3,3,2,2,2,2 +18,No,Non-Travel,1431,Research & Development,14,3,Medical,1,1839,2,Female,33,3,1,Research Scientist,3,Single,1514,8018,1,Y,No,16,3,3,80,0,0,4,1,0,0,0,0 +29,Yes,Travel_Rarely,350,Human Resources,13,3,Human Resources,1,1844,1,Male,56,2,1,Human Resources,1,Divorced,2335,3157,4,Y,Yes,15,3,4,80,3,4,3,3,2,2,2,0 +45,No,Non-Travel,589,Sales,2,4,Life Sciences,1,1845,3,Female,67,3,2,Sales Executive,3,Married,5154,19665,4,Y,No,22,4,2,80,2,10,3,4,8,7,5,7 +36,No,Travel_Rarely,430,Research & Development,2,4,Other,1,1847,4,Female,73,3,2,Research Scientist,2,Married,6962,19573,4,Y,Yes,22,4,4,80,1,15,2,3,1,0,0,0 +43,No,Travel_Frequently,1422,Sales,2,4,Life Sciences,1,1849,1,Male,92,3,2,Sales Executive,4,Married,5675,19246,1,Y,No,20,4,3,80,1,7,5,3,7,7,7,7 +29,No,Travel_Frequently,574,Research & Development,20,1,Medical,1,1852,4,Male,40,3,1,Laboratory Technician,4,Married,3812,7003,1,Y,No,13,3,2,80,0,11,3,4,11,8,3,10 +32,No,Travel_Frequently,1318,Sales,10,4,Marketing,1,1853,4,Male,79,3,2,Sales Executive,4,Single,4648,26075,8,Y,No,13,3,3,80,0,4,2,4,0,0,0,0 +42,No,Non-Travel,355,Research & Development,10,4,Technical Degree,1,1854,3,Male,38,3,1,Research Scientist,3,Married,2936,6161,3,Y,No,22,4,2,80,2,10,1,2,6,3,3,3 +46,No,Travel_Rarely,706,Research & Development,2,2,Life Sciences,1,1857,4,Male,82,3,3,Manufacturing Director,4,Divorced,8578,19989,3,Y,No,14,3,3,80,1,12,4,2,9,8,4,7 +28,No,Non-Travel,280,Human Resources,1,2,Life Sciences,1,1858,3,Male,43,3,1,Human Resources,4,Divorced,2706,10494,1,Y,No,15,3,2,80,1,3,2,3,3,2,2,2 +29,No,Travel_Rarely,726,Research & Development,29,1,Life Sciences,1,1859,4,Male,93,1,2,Healthcare Representative,3,Divorced,6384,21143,8,Y,No,17,3,4,80,2,11,3,3,7,0,1,6 +42,No,Travel_Rarely,1142,Research & Development,8,3,Life Sciences,1,1860,4,Male,81,3,1,Laboratory Technician,3,Single,3968,13624,4,Y,No,13,3,4,80,0,8,3,3,0,0,0,0 +32,Yes,Travel_Rarely,414,Sales,2,4,Marketing,1,1862,3,Male,82,2,2,Sales Executive,2,Single,9907,26186,7,Y,Yes,12,3,3,80,0,7,3,2,2,2,2,2 +46,No,Travel_Rarely,1319,Sales,3,3,Technical Degree,1,1863,1,Female,45,4,4,Sales Executive,1,Divorced,13225,7739,2,Y,No,12,3,4,80,1,25,5,3,19,17,2,8 +27,No,Travel_Rarely,728,Sales,23,1,Medical,1,1864,2,Female,36,2,2,Sales Representative,3,Married,3540,7018,1,Y,No,21,4,4,80,1,9,5,3,9,8,5,8 +29,No,Travel_Rarely,352,Human Resources,6,1,Medical,1,1865,4,Male,87,2,1,Human Resources,2,Married,2804,15434,1,Y,No,11,3,4,80,0,1,3,3,1,0,0,0 +43,No,Travel_Rarely,823,Research & Development,6,3,Medical,1,1866,1,Female,81,2,5,Manager,3,Married,19392,22539,7,Y,No,13,3,4,80,0,21,2,3,16,12,6,14 +48,No,Travel_Rarely,1224,Research & Development,10,3,Life Sciences,1,1867,4,Male,91,2,5,Research Director,2,Married,19665,13583,4,Y,No,12,3,4,80,0,29,3,3,22,10,12,9 +29,Yes,Travel_Frequently,459,Research & Development,24,2,Life Sciences,1,1868,4,Male,73,2,1,Research Scientist,4,Single,2439,14753,1,Y,Yes,24,4,2,80,0,1,3,2,1,0,1,0 +46,Yes,Travel_Rarely,1254,Sales,10,3,Life Sciences,1,1869,3,Female,64,3,3,Sales Executive,2,Married,7314,14011,5,Y,No,21,4,3,80,3,14,2,3,8,7,0,7 +27,No,Travel_Frequently,1131,Research & Development,15,3,Life Sciences,1,1870,4,Female,77,2,1,Research Scientist,1,Married,4774,23844,0,Y,No,19,3,4,80,1,8,2,2,7,6,7,3 +39,No,Travel_Rarely,835,Research & Development,19,4,Other,1,1871,4,Male,41,3,2,Research Scientist,4,Divorced,3902,5141,8,Y,No,14,3,2,80,3,7,2,3,2,2,2,2 +55,No,Travel_Rarely,836,Research & Development,2,4,Technical Degree,1,1873,2,Male,98,2,1,Research Scientist,4,Married,2662,7975,8,Y,No,20,4,2,80,1,19,2,4,5,2,0,4 +28,No,Travel_Rarely,1172,Sales,3,3,Medical,1,1875,2,Female,78,3,1,Sales Representative,2,Married,2856,3692,1,Y,No,19,3,4,80,1,1,3,3,1,0,0,0 +30,Yes,Travel_Rarely,945,Sales,9,3,Medical,1,1876,2,Male,89,3,1,Sales Representative,4,Single,1081,16019,1,Y,No,13,3,3,80,0,1,3,2,1,0,0,0 +36,No,Travel_Rarely,1266,Sales,10,4,Technical Degree,1,1880,2,Female,63,2,2,Sales Executive,3,Married,5673,6060,1,Y,Yes,13,3,1,80,1,10,4,3,10,9,1,7 +31,No,Travel_Rarely,311,Research & Development,20,3,Life Sciences,1,1881,2,Male,89,3,2,Laboratory Technician,3,Divorced,4197,18624,1,Y,No,11,3,1,80,1,10,2,3,10,8,0,2 +34,No,Travel_Rarely,1480,Sales,4,3,Life Sciences,1,1882,3,Male,64,3,3,Sales Executive,4,Married,9713,24444,2,Y,Yes,13,3,4,80,3,9,3,3,5,3,1,0 +29,No,Travel_Rarely,592,Research & Development,7,3,Life Sciences,1,1883,4,Male,59,3,1,Laboratory Technician,1,Single,2062,19384,3,Y,No,14,3,2,80,0,11,2,3,3,2,1,2 +35,No,Travel_Rarely,219,Research & Development,16,2,Other,1,1886,4,Female,44,2,2,Manufacturing Director,2,Married,4788,25388,0,Y,Yes,11,3,4,80,0,4,2,3,3,2,0,2 +45,No,Travel_Rarely,556,Research & Development,25,2,Life Sciences,1,1888,2,Female,93,2,2,Manufacturing Director,4,Married,5906,23888,0,Y,No,13,3,4,80,2,10,2,2,9,8,3,8 +36,No,Travel_Frequently,1213,Human Resources,2,1,Human Resources,1,1890,2,Male,94,2,2,Human Resources,4,Single,3886,4223,1,Y,No,21,4,4,80,0,10,2,2,10,1,0,8 +40,No,Travel_Rarely,1137,Research & Development,1,4,Life Sciences,1,1892,1,Male,98,3,4,Manager,1,Divorced,16823,18991,2,Y,No,11,3,1,80,1,22,3,3,19,7,11,16 +26,No,Travel_Rarely,482,Research & Development,1,2,Life Sciences,1,1893,2,Female,90,2,1,Research Scientist,3,Married,2933,14908,1,Y,Yes,13,3,3,80,1,1,3,2,1,0,1,0 +27,No,Travel_Rarely,511,Sales,2,2,Medical,1,1898,1,Female,89,4,2,Sales Executive,3,Single,6500,26997,0,Y,No,14,3,2,80,0,9,5,2,8,7,0,7 +48,No,Travel_Frequently,117,Research & Development,22,3,Medical,1,1900,4,Female,58,3,4,Manager,4,Divorced,17174,2437,3,Y,No,11,3,2,80,1,24,3,3,22,17,4,7 +44,No,Travel_Rarely,170,Research & Development,1,4,Life Sciences,1,1903,2,Male,78,4,2,Healthcare Representative,1,Married,5033,9364,2,Y,No,15,3,4,80,1,10,5,3,2,0,2,2 +34,Yes,Non-Travel,967,Research & Development,16,4,Technical Degree,1,1905,4,Male,85,1,1,Research Scientist,1,Married,2307,14460,1,Y,Yes,23,4,2,80,1,5,2,3,5,2,3,0 +56,Yes,Travel_Rarely,1162,Research & Development,24,2,Life Sciences,1,1907,1,Male,97,3,1,Laboratory Technician,4,Single,2587,10261,1,Y,No,16,3,4,80,0,5,3,3,4,2,1,0 +36,No,Travel_Rarely,335,Sales,17,2,Marketing,1,1908,3,Male,33,2,2,Sales Executive,2,Married,5507,16822,2,Y,No,16,3,3,80,2,12,1,1,4,2,1,3 +31,No,Travel_Rarely,1079,Sales,10,2,Medical,1,1912,3,Female,86,3,2,Sales Executive,4,Divorced,6583,20115,2,Y,Yes,11,3,4,80,1,8,2,3,5,2,1,4 +34,No,Travel_Rarely,735,Sales,3,1,Medical,1,1915,4,Female,75,2,2,Sales Executive,4,Married,8103,16495,3,Y,Yes,12,3,3,80,0,9,3,2,4,2,0,1 +31,No,Travel_Rarely,471,Research & Development,4,3,Medical,1,1916,1,Female,62,4,1,Laboratory Technician,3,Divorced,3978,16031,8,Y,No,12,3,2,80,1,4,0,2,2,2,2,2 +26,No,Travel_Frequently,1096,Research & Development,6,3,Other,1,1918,3,Male,61,4,1,Laboratory Technician,4,Married,2544,7102,0,Y,No,18,3,1,80,1,8,3,3,7,7,7,7 +33,No,Travel_Rarely,217,Sales,10,4,Marketing,1,1924,2,Male,43,3,2,Sales Executive,3,Single,5487,10410,1,Y,No,14,3,2,80,0,10,2,2,10,4,0,9 +28,No,Travel_Frequently,783,Sales,1,2,Life Sciences,1,1927,3,Male,42,2,2,Sales Executive,4,Married,6834,19255,1,Y,Yes,12,3,3,80,1,7,2,3,7,7,0,7 +29,Yes,Travel_Frequently,746,Sales,24,3,Technical Degree,1,1928,3,Male,45,4,1,Sales Representative,1,Single,1091,10642,1,Y,No,17,3,4,80,0,1,3,3,1,0,0,0 +39,No,Non-Travel,1251,Sales,21,4,Life Sciences,1,1929,1,Female,32,1,2,Sales Executive,3,Married,5736,3987,6,Y,No,19,3,3,80,1,10,1,3,3,2,1,2 +27,No,Travel_Rarely,1354,Research & Development,2,4,Technical Degree,1,1931,2,Male,41,3,1,Research Scientist,2,Married,2226,6073,1,Y,No,11,3,3,80,1,6,3,2,5,3,1,2 +28,Yes,Travel_Rarely,1475,Sales,13,2,Marketing,1,1933,4,Female,84,3,2,Sales Executive,3,Single,9854,23352,3,Y,Yes,11,3,4,80,0,6,0,3,2,0,2,2 +47,No,Non-Travel,1169,Research & Development,14,4,Technical Degree,1,1934,3,Male,64,3,2,Research Scientist,2,Married,5467,2125,8,Y,No,18,3,3,80,1,16,4,4,8,7,1,7 +56,No,Travel_Rarely,1443,Sales,11,5,Marketing,1,1935,4,Female,89,2,2,Sales Executive,1,Married,5380,20328,4,Y,No,16,3,3,80,1,6,3,3,0,0,0,0 +39,No,Travel_Rarely,867,Research & Development,9,2,Medical,1,1936,1,Male,87,3,2,Manufacturing Director,1,Married,5151,12315,1,Y,No,25,4,4,80,1,10,3,3,10,0,7,9 +38,No,Travel_Frequently,1394,Research & Development,8,3,Medical,1,1937,4,Female,58,2,2,Research Scientist,2,Divorced,2133,18115,1,Y,Yes,16,3,3,80,1,20,3,3,20,11,0,7 +32,Yes,Travel_Frequently,238,Research & Development,5,2,Life Sciences,1,1939,1,Female,47,4,1,Research Scientist,3,Single,2432,15318,3,Y,Yes,14,3,1,80,0,8,2,3,4,1,0,3 +38,No,Travel_Rarely,1206,Research & Development,9,2,Life Sciences,1,1940,2,Male,71,3,1,Research Scientist,4,Divorced,4771,14293,2,Y,No,19,3,4,80,2,10,0,4,5,2,0,3 +42,No,Travel_Rarely,419,Sales,12,4,Marketing,1,1943,2,Male,77,3,2,Sales Executive,4,Divorced,5087,2900,3,Y,Yes,12,3,3,80,2,14,4,3,0,0,0,0 +28,No,Non-Travel,1103,Research & Development,16,3,Medical,1,1947,3,Male,49,3,1,Research Scientist,3,Single,2144,2122,1,Y,No,14,3,3,80,0,5,3,2,5,3,1,4 +31,No,Non-Travel,976,Research & Development,3,2,Medical,1,1948,3,Male,48,3,1,Research Scientist,1,Divorced,3065,3995,1,Y,Yes,13,3,4,80,1,4,3,4,4,2,2,3 +36,No,Non-Travel,1351,Research & Development,9,4,Life Sciences,1,1949,1,Male,66,4,1,Laboratory Technician,2,Married,2810,9238,1,Y,No,22,4,2,80,0,5,3,3,5,4,0,2 +34,No,Travel_Rarely,937,Sales,1,3,Marketing,1,1950,1,Male,32,3,3,Sales Executive,4,Single,9888,6770,1,Y,No,21,4,1,80,0,14,3,2,14,8,2,1 +34,No,Travel_Rarely,1239,Sales,13,4,Medical,1,1951,4,Male,39,3,3,Sales Executive,3,Divorced,8628,22914,1,Y,No,18,3,3,80,1,9,2,2,8,7,1,1 +26,No,Travel_Rarely,157,Research & Development,1,3,Medical,1,1952,3,Male,95,3,1,Laboratory Technician,1,Single,2867,20006,0,Y,No,13,3,4,80,0,8,6,2,7,7,7,6 +29,No,Travel_Rarely,136,Research & Development,1,3,Life Sciences,1,1954,1,Male,89,3,2,Healthcare Representative,1,Married,5373,6225,0,Y,No,12,3,1,80,1,6,5,2,5,3,0,2 +32,No,Non-Travel,1146,Research & Development,15,4,Medical,1,1955,3,Female,34,3,2,Healthcare Representative,4,Divorced,6667,16542,5,Y,No,18,3,2,80,1,9,6,3,5,1,1,2 +31,No,Travel_Frequently,1125,Research & Development,1,3,Life Sciences,1,1956,4,Male,48,1,2,Research Scientist,1,Married,5003,5771,1,Y,No,21,4,2,80,0,10,6,3,10,8,8,7 +28,Yes,Travel_Rarely,1404,Research & Development,17,3,Technical Degree,1,1960,3,Male,32,2,1,Laboratory Technician,4,Divorced,2367,18779,5,Y,No,12,3,1,80,1,6,2,2,4,1,0,3 +38,No,Travel_Rarely,1404,Sales,1,3,Life Sciences,1,1961,1,Male,59,2,1,Sales Representative,1,Single,2858,11473,4,Y,No,14,3,1,80,0,20,3,2,1,0,0,0 +35,No,Travel_Rarely,1224,Sales,7,4,Life Sciences,1,1962,3,Female,55,3,2,Sales Executive,4,Married,5204,13586,1,Y,Yes,11,3,4,80,0,10,2,3,10,8,0,9 +27,No,Travel_Rarely,954,Sales,9,3,Marketing,1,1965,4,Male,44,3,2,Sales Executive,4,Single,4105,5099,1,Y,No,14,3,1,80,0,7,5,3,7,7,0,7 +32,No,Travel_Rarely,1373,Research & Development,5,4,Life Sciences,1,1966,4,Male,56,2,2,Manufacturing Director,4,Single,9679,10138,8,Y,No,24,4,2,80,0,8,1,3,1,0,0,0 +53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2 +54,No,Travel_Rarely,155,Research & Development,9,2,Life Sciences,1,1969,1,Female,67,3,2,Research Scientist,3,Married,2897,22474,3,Y,No,11,3,3,80,2,9,6,2,4,3,2,3 +33,No,Travel_Frequently,1303,Research & Development,7,2,Life Sciences,1,1970,4,Male,36,3,2,Healthcare Representative,3,Divorced,5968,18079,1,Y,No,20,4,3,80,3,9,2,3,9,7,2,8 +43,No,Travel_Rarely,574,Research & Development,11,3,Life Sciences,1,1971,1,Male,30,3,3,Healthcare Representative,3,Married,7510,16873,1,Y,No,17,3,2,80,1,10,1,3,10,9,0,9 +38,No,Travel_Frequently,1444,Human Resources,1,4,Other,1,1972,4,Male,88,3,1,Human Resources,2,Married,2991,5224,0,Y,Yes,11,3,2,80,1,7,2,3,6,2,1,2 +55,No,Travel_Rarely,189,Human Resources,26,4,Human Resources,1,1973,3,Male,71,4,5,Manager,2,Married,19636,25811,4,Y,Yes,18,3,1,80,1,35,0,3,10,9,1,4 +39,No,Travel_Rarely,119,Sales,15,4,Marketing,1,1975,2,Male,77,3,4,Sales Executive,1,Single,13341,25098,0,Y,No,12,3,1,80,0,21,3,3,20,8,11,10 +42,No,Non-Travel,335,Research & Development,23,2,Life Sciences,1,1976,4,Male,37,2,2,Research Scientist,3,Single,4332,14811,1,Y,No,12,3,4,80,0,20,2,3,20,9,3,7 +31,No,Non-Travel,697,Research & Development,10,3,Medical,1,1979,3,Female,40,3,3,Research Director,3,Married,11031,26862,4,Y,No,20,4,3,80,1,13,2,4,11,7,4,8 +54,No,Travel_Rarely,157,Research & Development,10,3,Medical,1,1980,3,Female,77,3,2,Manufacturing Director,1,Single,4440,25198,6,Y,Yes,19,3,4,80,0,9,3,3,5,2,1,4 +24,No,Travel_Rarely,771,Research & Development,1,2,Life Sciences,1,1981,2,Male,45,2,2,Healthcare Representative,3,Single,4617,14120,1,Y,No,12,3,2,80,0,4,2,2,4,3,1,2 +23,No,Travel_Rarely,571,Research & Development,12,2,Other,1,1982,4,Male,78,3,1,Laboratory Technician,4,Single,2647,13672,1,Y,No,13,3,3,80,0,5,6,4,5,2,1,4 +40,No,Travel_Frequently,692,Research & Development,11,3,Technical Degree,1,1985,4,Female,73,3,2,Laboratory Technician,3,Married,6323,26849,1,Y,No,11,3,1,80,1,10,2,4,10,9,9,4 +40,No,Travel_Rarely,444,Sales,2,2,Marketing,1,1986,2,Female,92,3,2,Sales Executive,2,Married,5677,4258,3,Y,No,14,3,3,80,1,15,4,3,11,8,5,10 +25,No,Travel_Rarely,309,Human Resources,2,3,Human Resources,1,1987,3,Female,82,3,1,Human Resources,2,Married,2187,19655,4,Y,No,14,3,3,80,0,6,3,3,2,0,1,2 +30,No,Travel_Rarely,911,Research & Development,1,2,Medical,1,1989,4,Male,76,3,1,Laboratory Technician,2,Married,3748,4077,1,Y,No,13,3,3,80,0,12,6,2,12,8,1,7 +47,No,Travel_Rarely,1180,Research & Development,25,3,Medical,1,1993,1,Male,84,3,3,Healthcare Representative,3,Single,8633,13084,2,Y,No,23,4,2,80,0,25,3,3,17,14,12,11 +33,No,Non-Travel,1313,Research & Development,1,2,Medical,1,1994,2,Male,59,2,1,Laboratory Technician,3,Divorced,2008,20439,1,Y,No,12,3,3,80,3,1,2,2,1,1,0,0 +31,No,Travel_Rarely,1154,Sales,2,2,Life Sciences,1,1996,1,Male,54,3,1,Sales Representative,3,Married,3067,6393,0,Y,No,19,3,3,80,1,3,1,3,2,2,1,2 +38,No,Travel_Frequently,508,Research & Development,6,4,Life Sciences,1,1997,1,Male,72,2,2,Manufacturing Director,3,Married,5321,14284,2,Y,No,11,3,4,80,1,10,1,3,8,3,7,7 +42,No,Travel_Rarely,557,Research & Development,18,4,Life Sciences,1,1998,4,Male,35,3,2,Research Scientist,1,Divorced,5410,11189,6,Y,Yes,17,3,3,80,1,9,3,2,4,3,1,2 +41,No,Travel_Rarely,642,Research & Development,1,3,Life Sciences,1,1999,4,Male,76,3,1,Research Scientist,4,Married,2782,21412,3,Y,No,22,4,1,80,1,12,3,3,5,3,1,0 +47,No,Non-Travel,1162,Research & Development,1,1,Medical,1,2000,3,Female,98,3,3,Research Director,2,Married,11957,17231,0,Y,No,18,3,1,80,2,14,3,1,13,8,5,12 +22,No,Travel_Rarely,581,Research & Development,1,2,Life Sciences,1,2007,4,Male,63,3,1,Research Scientist,3,Single,3375,17624,0,Y,No,12,3,4,80,0,4,2,4,3,2,1,2 +33,No,Travel_Rarely,501,Research & Development,15,2,Medical,1,2009,2,Female,95,3,2,Healthcare Representative,4,Married,4878,21653,0,Y,Yes,13,3,1,80,1,10,6,3,9,7,8,1 +32,No,Travel_Rarely,267,Research & Development,29,4,Life Sciences,1,2010,3,Female,49,2,1,Laboratory Technician,2,Single,2837,15919,1,Y,No,13,3,3,80,0,6,3,3,6,2,4,1 +40,No,Travel_Rarely,543,Research & Development,1,4,Life Sciences,1,2012,1,Male,83,3,1,Laboratory Technician,4,Married,2406,4060,8,Y,No,19,3,3,80,2,8,3,2,1,0,0,0 +32,No,Travel_Rarely,234,Sales,1,4,Medical,1,2013,2,Male,68,2,1,Sales Representative,2,Married,2269,18024,0,Y,No,14,3,2,80,1,3,2,3,2,2,2,2 +38,No,Travel_Rarely,201,Research & Development,10,3,Medical,1,2015,2,Female,99,1,3,Research Director,3,Married,13206,3376,3,Y,No,12,3,1,80,1,20,3,3,18,16,1,11 +32,No,Travel_Rarely,801,Sales,1,4,Marketing,1,2016,3,Female,48,3,3,Sales Executive,4,Married,10422,24032,1,Y,No,19,3,3,80,2,14,3,3,14,10,5,7 +37,No,Travel_Rarely,161,Research & Development,10,3,Life Sciences,1,2017,3,Female,42,4,3,Research Director,4,Married,13744,15471,1,Y,Yes,25,4,1,80,1,16,2,3,16,11,6,8 +25,No,Travel_Rarely,1382,Sales,8,2,Other,1,2018,1,Female,85,3,2,Sales Executive,3,Divorced,4907,13684,0,Y,Yes,22,4,2,80,1,6,3,2,5,3,0,4 +52,No,Non-Travel,585,Sales,29,4,Life Sciences,1,2019,1,Male,40,3,1,Sales Representative,4,Divorced,3482,19788,2,Y,No,15,3,2,80,2,16,3,2,9,8,0,0 +44,No,Travel_Rarely,1037,Research & Development,1,3,Medical,1,2020,2,Male,42,3,1,Research Scientist,4,Single,2436,13422,6,Y,Yes,12,3,3,80,0,6,2,3,4,3,1,2 +21,No,Travel_Rarely,501,Sales,5,1,Medical,1,2021,3,Male,58,3,1,Sales Representative,1,Single,2380,25479,1,Y,Yes,11,3,4,80,0,2,6,3,2,2,1,2 +39,No,Non-Travel,105,Research & Development,9,3,Life Sciences,1,2022,4,Male,87,3,5,Manager,4,Single,19431,15302,2,Y,No,13,3,3,80,0,21,3,2,6,0,1,3 +23,Yes,Travel_Frequently,638,Sales,9,3,Marketing,1,2023,4,Male,33,3,1,Sales Representative,1,Married,1790,26956,1,Y,No,19,3,1,80,1,1,3,2,1,0,1,0 +36,No,Travel_Rarely,557,Sales,3,3,Medical,1,2024,1,Female,94,2,3,Sales Executive,4,Married,7644,12695,0,Y,No,19,3,3,80,2,10,2,3,9,7,3,4 +36,No,Travel_Frequently,688,Research & Development,4,2,Life Sciences,1,2025,4,Female,97,3,2,Manufacturing Director,2,Divorced,5131,9192,7,Y,No,13,3,2,80,3,18,3,3,4,2,0,2 +56,No,Non-Travel,667,Research & Development,1,4,Life Sciences,1,2026,3,Male,57,3,2,Healthcare Representative,3,Divorced,6306,26236,1,Y,No,21,4,1,80,1,13,2,2,13,12,1,9 +42,No,Travel_Rarely,300,Research & Development,2,3,Life Sciences,1,2031,1,Male,56,3,5,Manager,3,Married,18880,17312,5,Y,No,11,3,1,80,0,24,2,2,22,6,4,14 +34,No,Travel_Rarely,704,Sales,28,3,Marketing,1,2035,4,Female,95,2,2,Sales Executive,3,Married,6712,8978,1,Y,No,21,4,4,80,2,8,2,3,8,7,1,7 +36,No,Non-Travel,301,Sales,15,4,Marketing,1,2036,4,Male,88,1,2,Sales Executive,4,Divorced,5406,10436,1,Y,No,24,4,1,80,1,15,4,2,15,12,11,11 +41,No,Travel_Rarely,930,Sales,3,3,Life Sciences,1,2037,3,Male,57,2,2,Sales Executive,2,Divorced,8938,12227,2,Y,No,11,3,3,80,1,14,5,3,5,4,0,4 +32,No,Travel_Rarely,529,Research & Development,2,3,Technical Degree,1,2038,4,Male,78,3,1,Research Scientist,1,Single,2439,11288,1,Y,No,14,3,4,80,0,4,4,3,4,2,1,2 +35,No,Travel_Rarely,1146,Human Resources,26,4,Life Sciences,1,2040,3,Female,31,3,3,Human Resources,4,Single,8837,16642,1,Y,Yes,16,3,3,80,0,9,2,3,9,0,1,7 +38,No,Travel_Rarely,345,Sales,10,2,Life Sciences,1,2041,1,Female,100,3,2,Sales Executive,4,Married,5343,5982,1,Y,No,11,3,3,80,1,10,1,3,10,7,1,9 +50,Yes,Travel_Frequently,878,Sales,1,4,Life Sciences,1,2044,2,Male,94,3,2,Sales Executive,3,Divorced,6728,14255,7,Y,No,12,3,4,80,2,12,3,3,6,3,0,1 +36,No,Travel_Rarely,1120,Sales,11,4,Marketing,1,2045,2,Female,100,2,2,Sales Executive,4,Married,6652,14369,4,Y,No,13,3,1,80,1,8,2,2,6,3,0,0 +45,No,Travel_Rarely,374,Sales,20,3,Life Sciences,1,2046,4,Female,50,3,2,Sales Executive,3,Single,4850,23333,8,Y,No,15,3,3,80,0,8,3,3,5,3,0,1 +40,No,Travel_Rarely,1322,Research & Development,2,4,Life Sciences,1,2048,3,Male,52,2,1,Research Scientist,3,Single,2809,2725,2,Y,No,14,3,4,80,0,8,2,3,2,2,2,2 +35,No,Travel_Frequently,1199,Research & Development,18,4,Life Sciences,1,2049,3,Male,80,3,2,Healthcare Representative,3,Married,5689,24594,1,Y,Yes,14,3,4,80,2,10,2,4,10,2,0,2 +40,No,Travel_Rarely,1194,Research & Development,2,4,Medical,1,2051,3,Female,98,3,1,Research Scientist,3,Married,2001,12549,2,Y,No,14,3,2,80,3,20,2,3,5,3,0,2 +35,No,Travel_Rarely,287,Research & Development,1,4,Life Sciences,1,2052,3,Female,62,1,1,Research Scientist,4,Married,2977,8952,1,Y,No,12,3,4,80,1,4,5,3,4,3,1,1 +50,Yes,Travel_Rarely,410,Sales,28,3,Marketing,1,2055,4,Male,39,2,3,Sales Executive,1,Divorced,10854,16586,4,Y,Yes,13,3,2,80,1,20,3,3,3,2,2,0 +39,No,Travel_Rarely,722,Sales,24,1,Marketing,1,2056,2,Female,60,2,4,Sales Executive,4,Married,12031,8828,0,Y,No,11,3,1,80,1,21,2,2,20,9,9,6 +31,No,Non-Travel,325,Research & Development,5,3,Medical,1,2057,2,Male,74,3,2,Manufacturing Director,1,Single,9936,3787,0,Y,No,19,3,2,80,0,10,2,3,9,4,1,7 +36,No,Travel_Frequently,884,Research & Development,23,2,Medical,1,2061,3,Male,41,4,2,Laboratory Technician,4,Married,2571,12290,4,Y,No,17,3,3,80,1,17,3,3,5,2,0,3 +39,No,Travel_Rarely,613,Research & Development,6,1,Medical,1,2062,4,Male,42,2,3,Healthcare Representative,1,Married,9991,21457,4,Y,No,15,3,1,80,1,9,5,3,7,7,1,7 +27,No,Travel_Rarely,155,Research & Development,4,3,Life Sciences,1,2064,2,Male,87,4,2,Manufacturing Director,2,Married,6142,5174,1,Y,Yes,20,4,2,80,1,6,0,3,6,2,0,3 +49,No,Travel_Frequently,1023,Sales,2,3,Medical,1,2065,4,Male,63,2,2,Sales Executive,2,Married,5390,13243,2,Y,No,14,3,4,80,0,17,3,2,9,6,0,8 +34,No,Travel_Rarely,628,Research & Development,8,3,Medical,1,2068,2,Male,82,4,2,Laboratory Technician,3,Married,4404,10228,2,Y,No,12,3,1,80,0,6,3,4,4,3,1,2 diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_001.json b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_001.json new file mode 100644 index 0000000000000000000000000000000000000000..221268d40dd4c921fb534e27e4d65760c56f799c --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_001.json @@ -0,0 +1,55 @@ +{ + "id": "001", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Health_Insurance_Cross_Sell_Prediction", + "table_path": "kaggle/Health_Insurance_Cross_Sell_Prediction", + "query": "The file I sent over has all our past customer profiles. Looking at mine: male, 45, license holder, region 28.0, no prior vehicle insurance, a 1-2 year old car that's been damaged, a premium of 42704.0, channel 26.0, and a vintage of 116 days. The target flag is currently 'not interested'. There's a real hesitation here because the proposed action is a big shift. What if the strategy is to specifically target older, long-term clients with much lower premiums? So, envision a future where this customer is now 54, has been with us for 250 days, and we've successfully offered him a drastically reduced annual premium of 2630.0 as a retention bonus. Given the trends in our records, does this revised profile finally show a positive response?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Annual_Premium": "42704.0", + "Age": "45", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "Yes", + "Policy_Sales_Channel": "26.0", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Driving_License": "1", + "id": "272", + "Vintage": "116", + "Response": "0", + "Gender": "Male" + } + }, + { + "scenario_id": "002", + "features": { + "Annual_Premium": "2630.0", + "Age": "54", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "Yes", + "Policy_Sales_Channel": "26.0", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Driving_License": "1", + "id": "270599", + "Vintage": "250", + "Response": "0", + "Gender": "Male" + } + } + ], + "target_column": "Response", + "task_sub_type": "classification", + "what_if": "same" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_005.json b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_005.json new file mode 100644 index 0000000000000000000000000000000000000000..5cdddcbf64f76a1cabc33328b63cd84ffed810c2 --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_005.json @@ -0,0 +1,55 @@ +{ + "id": "005", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Health_Insurance_Cross_Sell_Prediction", + "table_path": "kaggle/Health_Insurance_Cross_Sell_Prediction", + "query": "I'm a 24-year-old woman, and I've been with this insurance company for 211 days. I have a driving license, live in region code 8.0, and my car is less than a year old with no history of damage. Right now, I already have vehicle insurance through them, and my annual premium is set at 45304.0, sold to me through channel 151.0. I'm now not interested in buying more coverage. I'm thinking of switching to a much cheaper plan they offered, which would slash my annual premium down to 25561.0. To do that, I'd have to go through a different sales agent, channel 152.0, and it would reset my customer loyalty period to just 83 days. I've shared their company's historical customer records with you. If I take this cost-cutting action and reset my tenure, will that actually make they see me as a potential buyer now?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Annual_Premium": "45304.0", + "Age": "24", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Policy_Sales_Channel": "151.0", + "Region_Code": "8.0", + "Previously_Insured": "1", + "Driving_License": "1", + "id": "1326", + "Vintage": "211", + "Response": "0", + "Gender": "Female" + } + }, + { + "scenario_id": "002", + "features": { + "Annual_Premium": "25561.0", + "Age": "24", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Policy_Sales_Channel": "152.0", + "Region_Code": "8.0", + "Previously_Insured": "1", + "Driving_License": "1", + "id": "369850", + "Vintage": "83", + "Response": "0", + "Gender": "Female" + } + } + ], + "target_column": "Response", + "task_sub_type": "classification", + "what_if": "same" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_006.json b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_006.json new file mode 100644 index 0000000000000000000000000000000000000000..dedc308979b3e18c68b4763c759eb5b23559c62c --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_006.json @@ -0,0 +1,55 @@ +{ + "id": "006", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Health_Insurance_Cross_Sell_Prediction", + "table_path": "kaggle/Health_Insurance_Cross_Sell_Prediction", + "query": "Currently, for a 35-year-old female with a license in region 36.0, no prior vehicle insurance, a 1-2 year old damaged vehicle, a 49-day tenure, and a $2,630 premium from channel 124.0, it sees she is interested. But what if I actively choose a premium of $28,614 and let her association grow to 118 days? Is that level of increased investment and loyalty enough to guarantee the outcome stays as “interested”?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Annual_Premium": "2630.0", + "Age": "35", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "Yes", + "Policy_Sales_Channel": "124.0", + "Region_Code": "36.0", + "Previously_Insured": "0", + "Driving_License": "1", + "id": "4709", + "Vintage": "49", + "Response": "1", + "Gender": "Female" + } + }, + { + "scenario_id": "002", + "features": { + "Annual_Premium": "28614.0", + "Age": "35", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "Yes", + "Policy_Sales_Channel": "124.0", + "Region_Code": "36.0", + "Previously_Insured": "0", + "Driving_License": "1", + "id": "371824", + "Vintage": "118", + "Response": "1", + "Gender": "Female" + } + } + ], + "target_column": "Response", + "task_sub_type": "classification", + "what_if": "same" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_007.json b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_007.json new file mode 100644 index 0000000000000000000000000000000000000000..ecc3c0192331de0f05427fbcc4d321391d8a0d21 --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_007.json @@ -0,0 +1,55 @@ +{ + "id": "007", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Health_Insurance_Cross_Sell_Prediction", + "table_path": "kaggle/Health_Insurance_Cross_Sell_Prediction", + "query": "Staring at this insurance profile, it shows a male customer, 36 years old, with a driving license in region 17.0. The vehicle is 1-2 years old and has prior damage. He hasn't insured it before, pays a hefty 28998.0 premium, uses channel 124.0, and has been a customer for 220 days. The target flag is set to 'not interested'. The thought is to let time work its magic: by the time he turns 51 and his customer history reaches 259 days, he could leverage that seniority and tenure to argue for a drastically reduced premium of 2630.0. Looking at the past trends in the data archive I provided, does this plan of aging and premium reduction flip that interest indicator to a 'yes'?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Annual_Premium": "28998.0", + "Age": "36", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "Yes", + "Policy_Sales_Channel": "124.0", + "Region_Code": "17.0", + "Previously_Insured": "0", + "Driving_License": "1", + "id": "2544", + "Vintage": "220", + "Response": "0", + "Gender": "Male" + } + }, + { + "scenario_id": "002", + "features": { + "Annual_Premium": "2630.0", + "Age": "51", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "Yes", + "Policy_Sales_Channel": "124.0", + "Region_Code": "17.0", + "Previously_Insured": "0", + "Driving_License": "1", + "id": "365436", + "Vintage": "259", + "Response": "1", + "Gender": "Male" + } + } + ], + "target_column": "Response", + "task_sub_type": "classification", + "what_if": "change" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_009.json b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_009.json new file mode 100644 index 0000000000000000000000000000000000000000..84cb07269fa771c2e44c7af73da6f56aecbe9556 --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_009.json @@ -0,0 +1,55 @@ +{ + "id": "009", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Health_Insurance_Cross_Sell_Prediction", + "table_path": "kaggle/Health_Insurance_Cross_Sell_Prediction", + "query": "I'm a 27-year-old woman with a valid driving license, and my current health insurance profile shows I'm in region code 21.0. My annual premium is 20,807, and I've been with the company for 114 days. I already have vehicle insurance for my car, which is less than a year old and has never been damaged, and my policy was sold through channel 152.0. Right now, I'm not interested in buying more vehicle insurance. I'm thinking of moving to a new area, which would change my region code to 45.0. With that move, my annual premium would likely jump to 33,429, but I'd also become a much longer-term customer, with my vintage increasing to 255 days. After all that upheaval and extra cost, would I finally be marked as interested in a new vehicle policy?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Annual_Premium": "20807.0", + "Age": "27", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Policy_Sales_Channel": "152.0", + "Region_Code": "21.0", + "Previously_Insured": "1", + "Driving_License": "1", + "id": "8021", + "Vintage": "114", + "Response": "0", + "Gender": "Female" + } + }, + { + "scenario_id": "002", + "features": { + "Annual_Premium": "33429.0", + "Age": "27", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Policy_Sales_Channel": "152.0", + "Region_Code": "45.0", + "Previously_Insured": "1", + "Driving_License": "1", + "id": "295130", + "Vintage": "255", + "Response": "0", + "Gender": "Female" + } + } + ], + "target_column": "Response", + "task_sub_type": "classification", + "what_if": "same" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_010.json b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_010.json new file mode 100644 index 0000000000000000000000000000000000000000..b38b16cd62dd96ab4eb89d7b0d6c51e6cb00ffec --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_010.json @@ -0,0 +1,55 @@ +{ + "id": "010", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Health_Insurance_Cross_Sell_Prediction", + "table_path": "kaggle/Health_Insurance_Cross_Sell_Prediction", + "query": "We're thinking of making a major play for this interested lead. The customer is a 45-year-old male in region code 28.0, with a driving license and a 1-2 year old vehicle that's been damaged. He's been with us 98 days, isn't previously insured, and his current premium quote is 23593.0 via channel 124.0. The plan is to offer a top-tier bundle, raising his annual premium to 52360.0, assigning him a specialist from channel 26.0, which would process just as his vintage hits 102 days. I've uploaded our archive of past campaign results. Honestly, with such a steep price hike, even with personalized service, will this change the response from a 'yes' to a 'no'?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Gender": "Male", + "Vehicle_Age": "1-2 Year", + "Annual_Premium": "23593.0", + "Age": "45", + "id": "2819", + "Response": "1", + "Vintage": "98", + "Region_Code": "28.0", + "Vehicle_Damage": "Yes", + "Previously_Insured": "0", + "Driving_License": "1", + "Policy_Sales_Channel": "124.0" + } + }, + { + "scenario_id": "002", + "features": { + "Gender": "Male", + "Vehicle_Age": "1-2 Year", + "Annual_Premium": "52360.0", + "Age": "45", + "id": "23159", + "Response": "0", + "Vintage": "102", + "Region_Code": "28.0", + "Vehicle_Damage": "Yes", + "Previously_Insured": "0", + "Driving_License": "1", + "Policy_Sales_Channel": "26.0" + } + } + ], + "target_column": "Response", + "task_sub_type": "classification", + "what_if": "change" + }, + "response": "", + "evaluation_score": {} +} diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/current.csv b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..8404e24557a51140accdd7529f441d470a967d29 --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/current.csv @@ -0,0 +1,21 @@ +id,Gender,Age,Driving_License,Region_Code,Previously_Insured,Vehicle_Age,Vehicle_Damage,Annual_Premium,Policy_Sales_Channel,Vintage,Response +272,Male,45,1,28.0,0,1-2 Year,Yes,42704.0,26.0,116,0 +270599,Male,54,1,28.0,0,1-2 Year,Yes,2630.0,26.0,250,0 +5855,Male,68,1,28.0,0,1-2 Year,Yes,82081.0,26.0,176,1 +89484,Male,47,1,28.0,0,1-2 Year,Yes,50387.0,26.0,108,0 +2813,Female,27,1,6.0,1,< 1 Year,No,26492.0,152.0,125,0 +12998,Female,27,1,46.0,1,< 1 Year,No,42449.0,152.0,188,0 +2357,Male,44,1,28.0,0,1-2 Year,Yes,35566.0,124.0,122,0 +315569,Male,44,1,28.0,0,1-2 Year,Yes,30446.0,26.0,286,1 +1326,Female,24,1,8.0,1,< 1 Year,No,45304.0,151.0,211,0 +369850,Female,24,1,8.0,1,< 1 Year,No,25561.0,152.0,83,0 +4709,Female,35,1,36.0,0,1-2 Year,Yes,2630.0,124.0,49,1 +371824,Female,35,1,36.0,0,1-2 Year,Yes,28614.0,124.0,118,1 +2544,Male,36,1,17.0,0,1-2 Year,Yes,28998.0,124.0,220,0 +365436,Male,51,1,17.0,0,1-2 Year,Yes,2630.0,124.0,259,1 +1017,Female,24,1,11.0,1,< 1 Year,No,21837.0,152.0,95,0 +203225,Female,24,1,6.0,1,< 1 Year,No,25122.0,152.0,169,0 +8021,Female,27,1,21.0,1,< 1 Year,No,20807.0,152.0,114,0 +295130,Female,27,1,45.0,1,< 1 Year,No,33429.0,152.0,255,0 +2819,Male,45,1,28.0,0,1-2 Year,Yes,23593.0,124.0,98,1 +23159,Male,45,1,28.0,0,1-2 Year,Yes,52360.0,26.0,102,0 diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/info_mod.json b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..b63890a247a3529117e2b471adec00c2f1600ae8 --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/info_mod.json @@ -0,0 +1,121 @@ +{ + "name": "Health Insurance Cross Sell Prediction", + "source": "https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction/data", + "data_intro": "This dataset is used to predict whether an insurance customer will be interested in purchasing a new vehicle insurance policy. The evaluation metric for this competition is the ROC AUC score.", + "is_splited": true, + "overall_size": 635183, + "train_size": 381109, + "test_size": 127037, + "c_classes": 3, + "n_classes": 9, + "cat_feature_intro": { + "Gender": "- **Gender**: Gender of the customer (Male/Female)", + "Vehicle_Age": "- **Vehicle_Age**: Age of the vehicle (e.g., < 1 Year, 1-2 Year, > 2 Years)", + "Vehicle_Damage": "- **Vehicle_Damage**: Whether the customer’s vehicle has been damaged in the past (Yes/No)" + }, + "num_feature_intro": { + "id": "- **id**: Unique identifier for each customer", + "Age": "- **Age**: Age of the customer in years", + "Driving_License": "- **Driving_License**: Whether the customer has a valid driving license (1: Yes, 0: No)", + "Region_Code": "- **Region_Code**: Unique code representing the customer’s region", + "Previously_Insured": "- **Previously_Insured**: Whether the customer already has vehicle insurance (1: Yes, 0: No)", + "Annual_Premium": "- **Annual_Premium**: Annual premium amount the customer has to pay", + "Policy_Sales_Channel": "- **Policy_Sales_Channel**: Encoded channel through which the policy was sold (e.g., Agent, Email, Phone, In-person)", + "Vintage": "- **Vintage**: Number of days the customer has been associated with the company" + }, + "evaluation_metric": "ROC AUC", + "task_type": "classification", + "target": "Response", + "num_feature_value": { + "id": [ + 1.0, + 508146.0 + ], + "Age": [ + 20.0, + 85.0 + ], + "Driving_License": [ + 0.0, + 1.0 + ], + "Region_Code": [ + 0.0, + 52.0 + ], + "Previously_Insured": [ + 0.0, + 1.0 + ], + "Annual_Premium": [ + 2630.0, + 540165.0 + ], + "Policy_Sales_Channel": [ + 1.0, + 163.0 + ], + "Vintage": [ + 10.0, + 299.0 + ] + }, + "cat_feature_value": { + "Gender": [ + "Female", + "Male" + ], + "Vehicle_Age": [ + "1-2 Year", + "< 1 Year", + "> 2 Years" + ], + "Vehicle_Damage": [ + "No", + "Yes" + ] + }, + "columns": [ + "id", + "Gender", + "Age", + "Driving_License", + "Region_Code", + "Previously_Insured", + "Vehicle_Age", + "Vehicle_Damage", + "Annual_Premium", + "Policy_Sales_Channel", + "Vintage", + "Response" + ], + "feature_columns": [ + "id", + "Gender", + "Age", + "Driving_License", + "Region_Code", + "Previously_Insured", + "Vehicle_Age", + "Vehicle_Damage", + "Annual_Premium", + "Policy_Sales_Channel", + "Vintage" + ], + "feature_types": { + "id": "numeric", + "Gender": "categorical", + "Age": "numeric", + "Driving_License": "numeric", + "Region_Code": "numeric", + "Previously_Insured": "numeric", + "Vehicle_Age": "categorical", + "Vehicle_Damage": "categorical", + "Annual_Premium": "numeric", + "Policy_Sales_Channel": "numeric", + "Vintage": "numeric" + }, + "open_text_feature_intro": {}, + "open_text_features": [], + "missing_from_original_info": [] +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/test.csv b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..8404e24557a51140accdd7529f441d470a967d29 --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/test.csv @@ -0,0 +1,21 @@ +id,Gender,Age,Driving_License,Region_Code,Previously_Insured,Vehicle_Age,Vehicle_Damage,Annual_Premium,Policy_Sales_Channel,Vintage,Response +272,Male,45,1,28.0,0,1-2 Year,Yes,42704.0,26.0,116,0 +270599,Male,54,1,28.0,0,1-2 Year,Yes,2630.0,26.0,250,0 +5855,Male,68,1,28.0,0,1-2 Year,Yes,82081.0,26.0,176,1 +89484,Male,47,1,28.0,0,1-2 Year,Yes,50387.0,26.0,108,0 +2813,Female,27,1,6.0,1,< 1 Year,No,26492.0,152.0,125,0 +12998,Female,27,1,46.0,1,< 1 Year,No,42449.0,152.0,188,0 +2357,Male,44,1,28.0,0,1-2 Year,Yes,35566.0,124.0,122,0 +315569,Male,44,1,28.0,0,1-2 Year,Yes,30446.0,26.0,286,1 +1326,Female,24,1,8.0,1,< 1 Year,No,45304.0,151.0,211,0 +369850,Female,24,1,8.0,1,< 1 Year,No,25561.0,152.0,83,0 +4709,Female,35,1,36.0,0,1-2 Year,Yes,2630.0,124.0,49,1 +371824,Female,35,1,36.0,0,1-2 Year,Yes,28614.0,124.0,118,1 +2544,Male,36,1,17.0,0,1-2 Year,Yes,28998.0,124.0,220,0 +365436,Male,51,1,17.0,0,1-2 Year,Yes,2630.0,124.0,259,1 +1017,Female,24,1,11.0,1,< 1 Year,No,21837.0,152.0,95,0 +203225,Female,24,1,6.0,1,< 1 Year,No,25122.0,152.0,169,0 +8021,Female,27,1,21.0,1,< 1 Year,No,20807.0,152.0,114,0 +295130,Female,27,1,45.0,1,< 1 Year,No,33429.0,152.0,255,0 +2819,Male,45,1,28.0,0,1-2 Year,Yes,23593.0,124.0,98,1 +23159,Male,45,1,28.0,0,1-2 Year,Yes,52360.0,26.0,102,0 diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/test_008.csv b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/test_008.csv new file mode 100644 index 0000000000000000000000000000000000000000..0214fd9ed484aa77ce3a17e59ef2180ee630283f --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/test_008.csv @@ -0,0 +1,3 @@ +id,Gender,Age,Driving_License,Region_Code,Previously_Insured,Vehicle_Age,Vehicle_Damage,Annual_Premium,Policy_Sales_Channel,Vintage,Response +1017,Female,24,1,11.0,1,< 1 Year,No,21837.0,152.0,95,0 +203225,Female,24,1,6.0,1,< 1 Year,No,25122.0,152.0,169,0 diff --git a/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/test_009.csv b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/test_009.csv new file mode 100644 index 0000000000000000000000000000000000000000..c1fd9876d2082e35a5e5b34b19ac60d154a19718 --- /dev/null +++ b/treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/test_009.csv @@ -0,0 +1,3 @@ +id,Gender,Age,Driving_License,Region_Code,Previously_Insured,Vehicle_Age,Vehicle_Damage,Annual_Premium,Policy_Sales_Channel,Vintage,Response +8021,Female,27,1,21.0,1,< 1 Year,No,20807.0,152.0,114,0 +295130,Female,27,1,45.0,1,< 1 Year,No,33429.0,152.0,255,0 diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_001.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_001.json new file mode 100644 index 0000000000000000000000000000000000000000..6711efcf20ef69f5281dcbc08874ac285bc9451b --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_001.json @@ -0,0 +1,55 @@ +{ + "id": "001", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "It's a fully remote Data Analyst position from 2022, where I'm a senior-level (SE) full-time employee for a medium-sized US company, also based in the US, earning exactly 105,000 USD. I'm thinking about investing in some advanced cloud architecture certifications to officially shift my role title to Data Engineer. I've shared the whole similar salary history file with you for context. After all that studying and effort, will this title change actually lead to a significantly higher salary in USD, or should I just stay put?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "salary": "105000", + "company_location": "US", + "#": "", + "employment_type": "FT", + "salary_currency": "USD", + "job_title": "Data Analyst", + "salary_in_usd": "105000", + "company_size": "M", + "experience_level": "SE", + "remote_ratio": "100", + "employee_residence": "US", + "work_year": "2022" + } + }, + { + "scenario_id": "002", + "features": { + "salary": "105000", + "company_location": "US", + "#": "", + "employment_type": "FT", + "salary_currency": "USD", + "job_title": "Data Engineer", + "salary_in_usd": "105000", + "company_size": "M", + "experience_level": "SE", + "remote_ratio": "100", + "employee_residence": "US", + "work_year": "2022" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "same" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_002.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_002.json new file mode 100644 index 0000000000000000000000000000000000000000..4cad16d04249ece8b03bb016ae9829fe070c87f7 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_002.json @@ -0,0 +1,55 @@ +{ + "id": "002", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "This current Data Analyst gig is solid: a full-time, mid-level role at a US-based medium company, paying 126,500 USD for work done in 2022. It's completely in-office, zero remote work. Lately, there's been a push for senior experts to mentor teams entirely online. My manager suggested I could be promoted to a senior experience level and shift to a fully remote setup. So, the plan is to move from MI to SE and from a remote ratio of 0 to 100, keeping everything else identical. It sounds great for work-life balance, but the promotion comes with a lot more responsibility. Does taking on that senior, remote role typically translate into a meaningful increase in the salary paid in USD?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "salary": "126500", + "company_location": "US", + "#": "", + "employment_type": "FT", + "salary_currency": "USD", + "job_title": "Data Analyst", + "salary_in_usd": "126500", + "company_size": "M", + "experience_level": "MI", + "remote_ratio": "0", + "employee_residence": "US", + "work_year": "2022" + } + }, + { + "scenario_id": "002", + "features": { + "salary": "155000", + "company_location": "US", + "#": "", + "employment_type": "FT", + "salary_currency": "USD", + "job_title": "Data Analyst", + "salary_in_usd": "155000", + "company_size": "M", + "experience_level": "SE", + "remote_ratio": "100", + "employee_residence": "US", + "work_year": "2022" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_003.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_003.json new file mode 100644 index 0000000000000000000000000000000000000000..e77366c13ebbf3273fa64b4d03886a265a2c5d84 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_003.json @@ -0,0 +1,55 @@ +{ + "id": "003", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "A friend in HR mentioned internal listing: a fully remote, senior Data Analyst spot from 2022 at a medium US firm, salary locked at $115,934. They’re considering restructuring that role into an executive-level Data Engineer position,. The work year, company location, and remote ratio wouldn’t change. Management is debating the budget for this upgrade. If they approve the promotion and title change to Data Engineer, will the salary in USD see a meaningful increase, or would it be a marginal adjustment?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "salary": "115934", + "company_location": "US", + "#": "", + "employment_type": "FT", + "salary_currency": "USD", + "job_title": "Data Analyst", + "salary_in_usd": "115934", + "company_size": "M", + "experience_level": "SE", + "remote_ratio": "100", + "employee_residence": "US", + "work_year": "2022" + } + }, + { + "scenario_id": "002", + "features": { + "salary": "242000", + "company_location": "US", + "#": "", + "employment_type": "FT", + "salary_currency": "USD", + "job_title": "Data Engineer", + "salary_in_usd": "242000", + "company_size": "M", + "experience_level": "EX", + "remote_ratio": "100", + "employee_residence": "US", + "work_year": "2022" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_004.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_004.json new file mode 100644 index 0000000000000000000000000000000000000000..2365336ee6434ae0a1b9a9778b275ed506724f46 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_004.json @@ -0,0 +1,55 @@ +{ + "id": "004", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "Debating a major career tweak. Currently in a senior, full-time Data Analyst spot from 2022, earning 99050 USD while living and working for a medium US company, all from home with a 100% remote setup. The plan is to aggressively negotiate for a role change to Data Scientist, understanding it means surrendering remote privileges for a fully in-office schedule. I'm handing over our past records on job salaries for analysis. So, bottom line: does this action of changing my title and going into the office actually get me a better salary in USD, or should I just leave things as they are?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "M", + "salary_in_usd": "99050", + "remote_ratio": "100", + "salary": "99050", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Data Analyst", + "employment_type": "FT", + "employee_residence": "US" + } + }, + { + "scenario_id": "002", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "M", + "salary_in_usd": "205300", + "remote_ratio": "0", + "salary": "205300", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Data Scientist", + "employment_type": "FT", + "employee_residence": "US" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_005.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_005.json new file mode 100644 index 0000000000000000000000000000000000000000..1e69b593aaf3d189ecd317b44114db4db7df2651 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_005.json @@ -0,0 +1,55 @@ +{ + "id": "005", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "The offer letter from 2022 is still on the desk: Senior Data Engineer, full-time, 128875 USD, fully remote, with both me and the medium-sized company located in the US. Now, there's an internal opportunity to shift into a Data Science Manager position. It's tempting, but also a lot of new pressure. I've sent over the historical salary logs we keep for these kinds of comparisons. Tell me if it's worth it. Will making this title change lead to a significant increase in my salary in USD?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "M", + "salary_in_usd": "128875", + "remote_ratio": "100", + "salary": "128875", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Data Engineer", + "employment_type": "FT", + "employee_residence": "US" + } + }, + { + "scenario_id": "002", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "M", + "salary_in_usd": "152500", + "remote_ratio": "100", + "salary": "152500", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Data Science Manager", + "employment_type": "FT", + "employee_residence": "US" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_006.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_006.json new file mode 100644 index 0000000000000000000000000000000000000000..f20a6b20893d11226072b57e86cf5d4a91194f1d --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_006.json @@ -0,0 +1,55 @@ +{ + "id": "006", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "This fully remote, medium-sized US company made an offer for a senior Machine Learning Engineer back in 2022. The package was 120,000 USD for a full-time role, which seemed fair. Lately, though, there's been a nagging thought that the career path might be too narrow. What if, instead of signing that contract, the effort was put into retooling the resume and portfolio to pivot towards a Data Scientist role at an equivalent company? The plan would be to target the same year, seniority, employment type, and remote ratio, but with that different job title. Is all that retraining and networking likely to pay off with a significantly better salary in USD?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "M", + "salary_in_usd": "120000", + "remote_ratio": "100", + "salary": "120000", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Machine Learning Engineer", + "employment_type": "FT", + "employee_residence": "US" + } + }, + { + "scenario_id": "002", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "M", + "salary_in_usd": "104890", + "remote_ratio": "100", + "salary": "104890", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Data Scientist", + "employment_type": "FT", + "employee_residence": "US" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_007.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_007.json new file mode 100644 index 0000000000000000000000000000000000000000..dd82ef84494cbdc46b9024d0ec76d7fa753cc417 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_007.json @@ -0,0 +1,55 @@ +{ + "id": "007", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "The current profile is all about that stable, full-time Data Architect life from 2021—mid-level, fully remote, at a large US firm for 150,000 USD. A former colleague just reached out about a high-profile, short-term project needing an ML Engineer, but it would be strictly contract work. It's so tempting for the experience and network, but it's a lot of work to transition. Tell me straight: is pursuing this contract ML Engineer path worth it for the potential salary in USD, or should I just stay put?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "work_year": "2021", + "salary_currency": "USD", + "company_size": "L", + "salary_in_usd": "150000", + "remote_ratio": "100", + "salary": "150000", + "#": "", + "experience_level": "MI", + "company_location": "US", + "job_title": "Data Architect", + "employment_type": "FT", + "employee_residence": "US" + } + }, + { + "scenario_id": "002", + "features": { + "work_year": "2021", + "salary_currency": "USD", + "company_size": "L", + "salary_in_usd": "270000", + "remote_ratio": "100", + "salary": "270000", + "#": "", + "experience_level": "MI", + "company_location": "US", + "job_title": "ML Engineer", + "employment_type": "CT", + "employee_residence": "US" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_008.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_008.json new file mode 100644 index 0000000000000000000000000000000000000000..fa642b2bbe8b969880688583d67549275d12fcf2 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_008.json @@ -0,0 +1,55 @@ +{ + "id": "008", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "A Senior-level, full-time Data Analyst role in 2022, pulling in 116,000 USD while residing and working in the US for a medium-sized company. The commute is a definite downside, with the remote ratio locked at zero. An intriguing proposal has landed: a headhunter has a client desperate for a Senior Data Engineer and is willing to offer a fully remote, 100% remote ratio arrangement to secure the right person. If I were to rebrand myself and accept that Data Engineer title under those new remote terms, would my salary in USD see a meaningful increase compared to just staying put?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "M", + "salary_in_usd": "116000", + "remote_ratio": "0", + "salary": "116000", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Data Analyst", + "employment_type": "FT", + "employee_residence": "US" + } + }, + { + "scenario_id": "002", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "M", + "salary_in_usd": "145000", + "remote_ratio": "100", + "salary": "145000", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Data Engineer", + "employment_type": "FT", + "employee_residence": "US" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_009.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_009.json new file mode 100644 index 0000000000000000000000000000000000000000..4d28f4d29e20a67e70647f41df3f6f29e07b091f --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_009.json @@ -0,0 +1,55 @@ +{ + "id": "009", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "A salary of 158200 USD in 2022 for a Senior-level, full-time Data Scientist in the US, working fully remote for a large US company, sounds ideal on paper. Yet, the grass sometimes looks greener. If I were to accept an offer to become a Data Analyst at a more modest, medium-sized firm, shifting my job title and company size, would that new path lead to a significantly lower paycheck in USD, or might the difference be less severe than I fear?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "L", + "salary_in_usd": "158200", + "remote_ratio": "100", + "salary": "158200", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Data Scientist", + "employment_type": "FT", + "employee_residence": "US" + } + }, + { + "scenario_id": "002", + "features": { + "work_year": "2022", + "salary_currency": "USD", + "company_size": "M", + "salary_in_usd": "170000", + "remote_ratio": "100", + "salary": "170000", + "#": "", + "experience_level": "SE", + "company_location": "US", + "job_title": "Data Analyst", + "employment_type": "FT", + "employee_residence": "US" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_010.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_010.json new file mode 100644 index 0000000000000000000000000000000000000000..a3b0475a87fa4301d0e9fc5a24433bc9dabe8fb6 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_010.json @@ -0,0 +1,55 @@ +{ + "id": "010", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Data_Science_Job_Salaries", + "table_path": "kaggle/Data_Science_Job_Salaries", + "query": "That offer letter from 2022 is still the baseline: a full-time senior role, Data Architect, with a 100% remote ratio, employee residence and company location both in the US, at a medium-sized business for 144,854 USD. To get more experience with scalable systems, the plan is to retrain and apply for Data Engineer positions specifically at large corporations. It's a lot of nights and weekends studying. Before I commit all that effort, I need a reality check. Given the historical job market data I sent over, will retooling to become a Data Engineer and targeting large companies be enough to push my USD salary higher?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "remote_ratio": "100", + "company_size": "M", + "salary": "144854", + "employee_residence": "US", + "work_year": "2022", + "company_location": "US", + "#": "", + "salary_currency": "USD", + "salary_in_usd": "144854", + "experience_level": "SE", + "job_title": "Data Architect", + "employment_type": "FT" + } + }, + { + "scenario_id": "002", + "features": { + "remote_ratio": "100", + "company_size": "L", + "salary": "100800", + "employee_residence": "US", + "work_year": "2022", + "company_location": "US", + "#": "", + "salary_currency": "USD", + "salary_in_usd": "100800", + "experience_level": "SE", + "job_title": "Data Engineer", + "employment_type": "FT" + } + } + ], + "target_column": "salary_in_usd", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/current.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..3b845911832d7539e84d595a1884f9ae8c5140fe --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/current.csv @@ -0,0 +1,21 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +584,2022,SE,FT,Data Analyst,105000,USD,105000,US,100,US,M +456,2022,SE,FT,Data Engineer,105000,USD,105000,US,100,US,M +308,2022,MI,FT,Data Analyst,126500,USD,126500,US,0,US,M +290,2022,SE,FT,Data Analyst,155000,USD,155000,US,100,US,M +540,2022,SE,FT,Data 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a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/history.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..c27e43066591b74bc8c1a746a5af2f6a0086e7a7 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/history.csv @@ -0,0 +1,589 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +339,2022,SE,FT,Data Analyst,109280,USD,109280.0,US,100,US,M +522,2022,MI,FT,Data Analyst,20000,USD,20000.0,GR,100,GR,S +223,2021,MI,FT,Data Scientist,40900,GBP,56256.0,GB,50,GB,L +589,2022,SE,FT,Data Analyst,60000,USD,60000.0,US,100,US,M +16,2020,EN,FT,Data Engineer,4450000,JPY,41689.0,JP,100,JP,S +149,2021,SE,FT,Cloud Data Engineer,160000,USD,160000.0,BR,100,US,S +304,2022,EN,FT,Data 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Engineer,61500,EUR,70139.0,FR,50,FR,L +325,2022,SE,FT,Data Analyst,124190,USD,124190.0,US,100,US,M +438,2022,SE,FT,Machine Learning Engineer,189650,USD,189650.0,US,0,US,M +421,2022,MI,FT,Data Science Manager,241000,USD,241000.0,US,100,US,M +26,2020,EN,FT,Research Scientist,42000,USD,42000.0,NL,50,NL,L +569,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M +216,2021,EN,PT,Computer Vision Engineer,180000,DKK,28609.0,DK,50,DK,S +515,2022,MI,FT,Data Scientist,48000,USD,48000.0,RU,100,US,S +106,2021,MI,FT,Research Scientist,235000,CAD,187442.0,CA,100,CA,L +28,2020,EN,CT,Business Data Analyst,100000,USD,100000.0,US,100,US,L +461,2022,EN,FT,Financial Data Analyst,100000,USD,100000.0,US,50,US,L +232,2021,SE,FT,Director of Data Engineering,200000,USD,200000.0,US,100,US,L +419,2022,MI,FT,Machine Learning Scientist,160000,USD,160000.0,US,100,US,L +258,2021,SE,FT,Machine Learning Engineer,185000,USD,185000.0,US,50,US,L +408,2022,MI,FT,Data Analyst,40000,GBP,52351.0,GB,100,GB,M 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Architect,192564,USD,192564.0,US,100,US,M +261,2021,SE,FT,Data Analyst,54000,EUR,63831.0,DE,50,DE,L +312,2022,MI,FT,Data Scientist,30000,GBP,39263.0,GB,0,GB,M +123,2021,EN,FT,Applied Data Scientist,80000,GBP,110037.0,GB,0,GB,L +201,2021,SE,FT,Machine Learning Infrastructure Engineer,195000,USD,195000.0,US,100,US,M +521,2022,EN,FT,Computer Vision Engineer,10000,USD,10000.0,PT,100,LU,M +53,2020,EN,FT,Data Engineer,48000,EUR,54742.0,PK,100,DE,L +172,2021,EN,FT,Data Analyst,60000,USD,60000.0,US,100,US,S +550,2022,SE,FT,Data Scientist,205300,USD,205300.0,US,0,US,L +190,2021,SE,FT,Data Science Manager,152000,USD,152000.0,US,100,FR,L +600,2022,EN,FT,Data Analyst,67000,USD,67000.0,CA,0,CA,M +484,2022,SE,FT,Data Engineer,210000,USD,210000.0,US,100,US,M +116,2021,MI,FT,Data Scientist,50000,USD,50000.0,NG,100,NG,L +209,2021,SE,FT,Data Analytics Manager,120000,USD,120000.0,US,0,US,L +415,2022,MI,FT,Data Engineer,45000,GBP,58894.0,GB,100,GB,M +235,2021,MI,FT,Head of Data Science,110000,USD,110000.0,US,0,US,S +97,2021,MI,FT,Financial Data Analyst,450000,USD,450000.0,US,100,US,L +160,2021,EX,FT,Head of Data,230000,USD,230000.0,RU,50,RU,L +175,2021,SE,FT,Data Engineering Manager,174000,USD,174000.0,US,100,US,L +384,2022,EX,FT,Head of Machine Learning,6000000,INR,79039.0,IN,50,IN,L +189,2021,MI,FT,Machine Learning Engineer,74000,USD,74000.0,JP,50,JP,S +503,2022,MI,FT,Machine Learning Engineer,121000,AUD,87425.0,AU,100,AU,L +328,2022,SE,FT,Data Analyst,170000,USD,170000.0,US,100,US,M +320,2022,SE,FT,Data Engineer,132320,USD,132320.0,US,0,US,M +41,2020,EX,FT,Data Engineering Manager,70000,EUR,79833.0,ES,50,ES,L +596,2022,SE,FT,Data Scientist,210000,USD,210000.0,US,100,US,M +75,2021,SE,FT,Data Scientist,45000,EUR,53192.0,FR,50,FR,L +580,2022,SE,FT,Data Analyst,126500,USD,126500.0,US,100,US,M +395,2022,SE,FT,Data Analytics Manager,105400,USD,105400.0,US,100,US,M +361,2022,SE,FT,Data Analyst,61300,USD,61300.0,CA,100,CA,M +251,2021,EN,FT,Data Scientist,90000,USD,90000.0,US,100,US,S +512,2022,EN,FT,Data Engineer,65000,USD,65000.0,US,100,US,S +50,2020,EN,FT,Data Analyst,450000,INR,6072.0,IN,0,IN,S +119,2021,MI,FT,Data Engineer,200000,USD,200000.0,US,100,US,L +210,2021,MI,FT,Machine Learning Engineer,21000,EUR,24823.0,SI,50,SI,L +96,2021,EN,PT,AI Scientist,12000,USD,12000.0,BR,100,US,S +391,2022,MI,FT,AI Scientist,120000,USD,120000.0,US,0,US,M +135,2021,MI,FT,Data Analyst,90000,USD,90000.0,US,100,US,M +47,2020,SE,FT,Data Engineer,188000,USD,188000.0,US,100,US,L +573,2022,SE,FT,Data Analyst,69000,USD,69000.0,US,100,US,M +151,2021,MI,FT,Data Scientist,150000,USD,150000.0,US,100,US,M +121,2021,SE,FT,Principal Data Engineer,200000,USD,200000.0,US,100,US,M +566,2022,SE,FT,Data Analyst,170000,USD,170000.0,US,100,US,M +284,2021,MI,FT,Research Scientist,69999,USD,69999.0,CZ,50,CZ,L +274,2021,SE,FT,Data Scientist,65720,EUR,77684.0,FR,50,FR,M +85,2021,MI,FT,Data Engineer,110000,PLN,28476.0,PL,100,PL,L +582,2022,SE,FT,Data Engineer,220110,USD,220110.0,US,100,US,M +373,2022,MI,FT,ETL Developer,50000,EUR,54957.0,GR,0,GR,M +392,2022,SE,FT,Data Analyst,112900,USD,112900.0,US,100,US,M +161,2021,EX,FT,Head of Data Science,85000,USD,85000.0,RU,0,RU,M +425,2022,MI,FT,Data Engineer,82900,USD,82900.0,US,0,US,M +442,2022,MI,FT,Data Engineer,75000,GBP,98158.0,GB,100,GB,M +268,2021,MI,FT,Data Engineer,250000,TRY,28016.0,TR,100,TR,M +100,2021,MI,FT,Data Analyst,75000,USD,75000.0,US,0,US,L +242,2021,MI,FT,Data Engineer,110000,USD,110000.0,US,100,US,L +536,2022,SE,FT,Data Analyst,112900,USD,112900.0,US,100,US,M +358,2022,SE,FT,Data Architect,192400,USD,192400.0,CA,100,CA,M +170,2021,MI,FT,Data Architect,170000,USD,170000.0,US,100,US,L +143,2021,MI,FT,Data Scientist,82500,USD,82500.0,US,100,US,S +507,2022,MI,FT,Research Scientist,59000,EUR,64849.0,AT,0,AT,L +217,2021,MI,FT,Data Scientist,76760,EUR,90734.0,DE,50,DE,L +107,2021,SE,FT,Data Engineer,115000,USD,115000.0,US,100,US,S +468,2022,SE,FT,Data Engineer,100000,USD,100000.0,US,100,US,M +282,2021,MI,PT,Data Engineer,59000,EUR,69741.0,NL,100,NL,L +424,2022,SE,FT,Data Scientist,80000,USD,80000.0,US,0,US,M +511,2022,MI,FT,Business Data Analyst,90000,CAD,70912.0,CA,50,CA,L +321,2022,SE,FT,Data Engineer,220110,USD,220110.0,US,0,US,M +533,2022,SE,FT,Machine Learning Engineer,192600,USD,192600.0,US,100,US,M +265,2021,SE,FT,Lead Data Engineer,160000,USD,160000.0,PR,50,US,S +267,2021,MI,FT,Data Engineer,111775,USD,111775.0,US,0,US,M +166,2021,EN,FT,Data Engineer,80000,USD,80000.0,US,100,US,L +575,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M +264,2021,MI,FT,Data Scientist,21600,EUR,25532.0,RS,100,DE,S +122,2021,EN,FT,Data Analyst,50000,USD,50000.0,US,100,US,M +23,2020,MI,FT,BI Data Analyst,98000,USD,98000.0,US,0,US,M +39,2020,EN,FT,Machine Learning Engineer,138000,USD,138000.0,US,100,US,S +524,2022,MI,FT,Data Scientist,135000,USD,135000.0,US,100,US,L +15,2020,MI,FT,Data Analyst,8000,USD,8000.0,PK,50,PK,L +68,2020,EN,FT,Data Scientist,105000,USD,105000.0,US,100,US,S +140,2021,MI,FT,Data Analyst,135000,USD,135000.0,US,100,US,L +233,2021,SE,FT,Data Analyst,200000,USD,200000.0,US,100,US,L +125,2021,MI,FT,Principal Data Scientist,151000,USD,151000.0,US,100,US,L +307,2022,MI,FT,Data Analyst,106260,USD,106260.0,US,0,US,M +606,2022,MI,FT,AI Scientist,200000,USD,200000.0,IN,100,US,L +440,2022,MI,FT,Data Analyst,40000,EUR,43966.0,GR,100,GR,M +153,2021,EN,FT,Data Scientist,13400,USD,13400.0,UA,100,UA,L +176,2021,MI,FT,Data Scientist,58000,MXN,2859.0,MX,0,MX,S +457,2022,SE,FT,Lead Machine Learning Engineer,80000,EUR,87932.0,DE,0,DE,M +277,2021,SE,FT,AI Scientist,55000,USD,55000.0,ES,100,ES,L +2,2020,SE,FT,Big Data Engineer,85000,GBP,109024.0,GB,50,GB,M +3,2020,MI,FT,Product Data Analyst,20000,USD,20000.0,HN,0,HN,S +92,2021,MI,FT,Lead Data Analyst,1450000,INR,19609.0,IN,100,IN,L +196,2021,EN,FT,BI Data Analyst,9272,USD,9272.0,KE,100,KE,S +6,2020,SE,FT,Lead Data Scientist,190000,USD,190000.0,US,100,US,S +79,2021,EN,FT,Data Analyst,80000,USD,80000.0,US,100,US,M +567,2022,MI,FT,Data Analyst,50000,GBP,65438.0,GB,0,GB,M +490,2022,SE,FT,Head of Data,200000,USD,200000.0,MY,100,US,M +30,2020,MI,FT,Data Engineering Manager,51999,EUR,59303.0,DE,100,DE,S +382,2022,SE,FT,Data Analyst,128875,USD,128875.0,US,100,US,M +105,2021,MI,FT,Data Analyst,37456,GBP,51519.0,GB,50,GB,L +83,2021,MI,FT,Machine Learning Engineer,40000,EUR,47282.0,ES,100,ES,S +37,2020,EN,FT,Machine Learning Engineer,250000,USD,250000.0,US,50,US,L +360,2022,SE,FT,Data Analyst,130000,USD,130000.0,CA,100,CA,M +130,2021,EN,FT,Machine Learning Developer,100000,USD,100000.0,IQ,50,IQ,S +455,2022,MI,FT,NLP Engineer,240000,CNY,37236.0,US,50,US,L +317,2022,SE,FT,Data Scientist,120160,USD,120160.0,US,100,US,M +459,2022,MI,FT,Data Scientist,2400000,INR,31615.0,IN,100,IN,L +412,2022,MI,FT,Data Engineer,60000,EUR,65949.0,GR,100,GR,M +266,2021,MI,FT,Data Engineer,93150,USD,93150.0,US,0,US,M +91,2021,EN,FT,Data Science Consultant,65000,EUR,76833.0,DE,100,DE,S +52,2020,EN,FT,AI Scientist,300000,DKK,45896.0,DK,50,DK,S +491,2022,MI,FT,Principal Data Analyst,75000,USD,75000.0,CA,100,CA,S +374,2022,MI,FT,ETL Developer,50000,EUR,54957.0,GR,0,GR,M +505,2022,EN,FT,Data Scientist,120000,AUD,86703.0,AU,50,AU,M +500,2022,SE,FT,Machine Learning Engineer,57000,EUR,62651.0,NL,100,NL,L +254,2021,MI,FT,Data Analyst,93000,USD,93000.0,US,100,US,L +472,2022,SE,FT,Data Scientist,220000,USD,220000.0,US,100,US,M +60,2020,MI,FT,Data Engineer,110000,USD,110000.0,US,100,US,L +293,2022,MI,FT,Data Scientist,90000,USD,90000.0,US,0,US,M +349,2022,SE,FT,Data Analyst,135000,USD,135000.0,US,100,US,M +341,2022,SE,FT,Data Engineer,93700,USD,93700.0,US,100,US,M +397,2022,MI,FT,Data Engineer,90000,GBP,117789.0,GB,0,GB,M +144,2021,MI,FT,Data Engineer,100000,USD,100000.0,US,100,US,L +502,2022,EN,FT,Data Scientist,40000,USD,40000.0,JP,100,MY,L +576,2022,SE,FT,Data Scientist,210000,USD,210000.0,US,100,US,M +244,2021,EN,FT,AI Scientist,1335000,INR,18053.0,IN,100,AS,S +73,2021,EX,FT,BI Data Analyst,150000,USD,150000.0,IN,100,US,L +101,2021,SE,FT,Data Engineer,150000,USD,150000.0,US,100,US,L +230,2021,EN,FT,Big Data Engineer,1200000,INR,16228.0,IN,100,IN,L +237,2021,MI,FT,Data Scientist,39600,EUR,46809.0,ES,100,ES,M +383,2022,SE,FT,Data Analyst,93700,USD,93700.0,US,100,US,M +54,2020,SE,FL,Computer Vision Engineer,60000,USD,60000.0,RU,100,US,S +281,2021,EN,FT,Research Scientist,100000,USD,100000.0,JE,0,CN,L +482,2022,EX,FT,Data Engineer,324000,USD,324000.0,US,100,US,M +300,2022,SE,FT,Data Scientist,90000,GBP,117789.0,GB,0,GB,M +70,2020,MI,FT,Data Scientist,55000,EUR,62726.0,FR,50,LU,S +108,2021,SE,FT,Data Engineer,150000,USD,150000.0,US,100,US,M +81,2021,MI,FT,Data Engineer,140000,USD,140000.0,US,100,US,L +564,2022,SE,FT,Data Analyst,116150,USD,116150.0,US,100,US,M +487,2022,EN,PT,Data Scientist,100000,USD,100000.0,DZ,50,DZ,M +269,2021,EN,FT,Data Engineer,55000,EUR,65013.0,DE,50,DE,M +303,2022,SE,FT,Data Scientist,123000,USD,123000.0,US,100,US,M +283,2021,SE,CT,Staff Data Scientist,105000,USD,105000.0,US,100,US,M +389,2022,MI,FT,Machine Learning Engineer,95000,GBP,124333.0,GB,0,GB,M +506,2022,MI,FT,Applied Machine Learning Scientist,75000,USD,75000.0,BO,100,US,L +51,2020,EN,FT,Data Analyst,91000,USD,91000.0,US,100,US,L +489,2022,EN,CT,Applied Machine Learning Scientist,29000,EUR,31875.0,TN,100,CZ,M +430,2022,MI,FT,Data Analyst,40000,EUR,43966.0,ES,100,ES,M +204,2021,MI,FT,Data Scientist,160000,USD,160000.0,US,100,US,L +409,2022,SE,FT,Data Scientist,180000,USD,180000.0,US,100,US,M +499,2022,EN,FT,Data Scientist,66500,CAD,52396.0,CA,100,CA,L +529,2022,SE,FT,Data Analyst,90320,USD,90320.0,US,100,US,M +296,2022,SE,FT,Data Analyst,102100,USD,102100.0,US,100,US,M +183,2021,SE,FT,Finance Data Analyst,45000,GBP,61896.0,GB,50,GB,L +497,2022,SE,FT,Data Scientist,165000,USD,165000.0,US,100,US,M +501,2022,MI,FT,Head of Data,30000,EUR,32974.0,EE,100,EE,S +65,2020,EN,FT,Data Scientist,55000,EUR,62726.0,DE,50,DE,S +431,2022,MI,FT,Data Analyst,30000,EUR,32974.0,ES,100,ES,M +35,2020,MI,FT,Data Engineer,65000,EUR,74130.0,AT,50,AT,L +256,2021,MI,FT,Data Engineer,200000,USD,200000.0,US,100,US,L +514,2022,EN,FT,Data Analytics Engineer,20000,USD,20000.0,PK,0,PK,M +470,2022,MI,FT,Data Analyst,135000,USD,135000.0,US,100,US,M +354,2022,SE,FT,Data Engineer,60000,GBP,78526.0,GB,0,GB,M +259,2021,EX,FT,Director of Data Science,120000,EUR,141846.0,DE,0,DE,L +226,2021,SE,FT,Data Scientist,110000,CAD,87738.0,CA,100,CA,S +528,2022,SE,FT,Data Analyst,100000,USD,100000.0,US,100,US,M +95,2021,MI,FT,Cloud Data Engineer,120000,SGD,89294.0,SG,50,SG,L +331,2022,SE,FT,Data Analyst,90320,USD,90320.0,US,100,US,M +401,2022,SE,FT,Data Engineer,154600,USD,154600.0,US,100,US,L +571,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M +332,2022,SE,FT,Data Analyst,112900,USD,112900.0,US,100,US,M +184,2021,MI,FL,Machine Learning Scientist,12000,USD,12000.0,PK,50,PK,M +543,2022,MI,FT,Data Engineer,99100,USD,99100.0,US,0,US,M +174,2021,SE,FT,Research Scientist,51400,EUR,60757.0,PT,50,PT,L +454,2022,EN,FT,Computer Vision Engineer,125000,USD,125000.0,US,0,US,M +464,2022,SE,FT,Principal Data Scientist,148000,EUR,162674.0,DE,100,DE,M +407,2022,SE,FT,Data Engineer,183600,USD,183600.0,US,100,US,L +102,2021,MI,FT,BI Data Analyst,11000000,HUF,36259.0,HU,50,US,L +165,2021,SE,FT,Data Specialist,165000,USD,165000.0,US,100,US,L +147,2021,MI,FT,Data Engineer,90000,USD,90000.0,US,100,US,L +488,2022,MI,FL,Data Scientist,100000,USD,100000.0,CA,100,US,M +344,2022,EX,FT,Analytics Engineer,175000,USD,175000.0,US,100,US,M +404,2022,SE,FT,Data Engineer,175000,USD,175000.0,US,100,US,M +494,2022,SE,FT,Data Scientist,100000,USD,100000.0,BR,100,US,M +111,2021,SE,FT,Director of Data Engineering,82500,GBP,113476.0,GB,100,GB,M +496,2022,EN,FT,Data Engineer,52800,EUR,58035.0,PK,100,DE,M +604,2022,SE,FT,Data Analyst,129000,USD,129000.0,US,0,US,M +587,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M +220,2021,MI,FT,Machine Learning Engineer,180000,PLN,46597.0,PL,100,PL,L +297,2022,SE,FT,Data Analyst,84900,USD,84900.0,US,100,US,M +530,2022,MI,FT,Data Analyst,85000,USD,85000.0,CA,0,CA,M +234,2021,MI,FT,Data Architect,180000,USD,180000.0,US,100,US,L +310,2022,EX,FT,Data Engineer,200000,USD,200000.0,US,100,US,M +291,2022,SE,FT,Data Analyst,120600,USD,120600.0,US,100,US,M +10,2020,EN,FT,Data Scientist,45000,EUR,51321.0,FR,0,FR,S +603,2022,SE,FT,Data Engineer,126000,USD,126000.0,US,100,US,M +156,2021,MI,FT,Data Scientist,160000,SGD,119059.0,SG,100,IL,M +463,2022,EN,FT,Data Scientist,1400000,INR,18442.0,IN,100,IN,M +315,2022,SE,FT,Data Scientist,165220,USD,165220.0,US,100,US,M +477,2022,SE,FT,Machine Learning Engineer,220000,USD,220000.0,US,100,US,M +402,2022,SE,FT,Data Analyst,115934,USD,115934.0,US,0,US,M +45,2020,EN,PT,ML Engineer,14000,EUR,15966.0,DE,100,DE,S +292,2022,MI,FT,Data Scientist,130000,USD,130000.0,US,0,US,M +99,2021,MI,FT,Computer Vision Software Engineer,81000,EUR,95746.0,DE,100,US,S +273,2021,EN,FT,Machine Learning Engineer,85000,USD,85000.0,NL,100,DE,S +352,2022,SE,FT,Data Scientist,167000,USD,167000.0,US,100,US,M +187,2021,EX,FT,Data Science Consultant,59000,EUR,69741.0,FR,100,ES,S +350,2022,SE,FT,Data Science Manager,161342,USD,161342.0,US,100,US,M +555,2022,SE,FT,Data Engineer,160000,USD,160000.0,US,100,US,M +403,2022,SE,FT,Data Analyst,81666,USD,81666.0,US,0,US,M +87,2021,MI,FT,Data Analytics Engineer,110000,USD,110000.0,US,100,US,L +34,2020,MI,FT,Data Analyst,41000,EUR,46759.0,FR,50,FR,L +228,2021,SE,FT,Data Scientist,135000,USD,135000.0,US,0,US,L +4,2020,SE,FT,Machine Learning Engineer,150000,USD,150000.0,US,50,US,L +559,2022,SE,FT,Data Scientist,140400,USD,140400.0,US,0,US,M +1,2020,SE,FT,Machine Learning Scientist,260000,USD,260000.0,JP,0,JP,S +27,2020,SE,FT,Data Engineer,720000,MXN,33511.0,MX,0,MX,S +200,2021,MI,FT,Data Scientist,52000,EUR,61467.0,DE,50,AT,M +182,2021,MI,FT,Data Engineer,22000,EUR,26005.0,RO,0,US,L +188,2021,SE,FT,Data Engineer,65000,EUR,76833.0,RO,50,GB,S +458,2022,MI,FT,Business Data Analyst,1400000,INR,18442.0,IN,100,IN,M +90,2021,SE,FT,Marketing Data Analyst,75000,EUR,88654.0,GR,100,DK,L +58,2020,SE,FT,Data Scientist,120000,USD,120000.0,US,50,US,L +141,2021,SE,FT,Data Science Manager,240000,USD,240000.0,US,0,US,L +33,2020,MI,FT,Research Scientist,450000,USD,450000.0,US,0,US,M +48,2020,MI,FT,Data Scientist,105000,USD,105000.0,US,100,US,L +19,2020,MI,FT,Lead Data Engineer,56000,USD,56000.0,PT,100,US,M +380,2022,SE,FT,Data Engineer,136994,USD,136994.0,US,100,US,M +66,2020,EN,FT,Data Scientist,43200,EUR,49268.0,DE,0,DE,S +112,2021,SE,FT,Lead Data Engineer,75000,GBP,103160.0,GB,100,GB,S +12,2020,EN,FT,Data Scientist,35000,EUR,39916.0,FR,0,FR,M +345,2022,SE,FT,Data Engineer,156600,USD,156600.0,US,100,US,M +86,2021,EN,FT,Data Analyst,50000,EUR,59102.0,FR,50,FR,M +585,2022,SE,FT,Data Analyst,110925,USD,110925.0,US,100,US,M +163,2021,EN,FT,Data Science Consultant,54000,EUR,63831.0,DE,50,DE,L +581,2022,SE,FT,Data Analyst,106260,USD,106260.0,US,100,US,M +109,2021,EN,FT,Data Engineer,2250000,INR,30428.0,IN,100,IN,L +554,2022,SE,FT,Data Engineer,200100,USD,200100.0,US,100,US,M +595,2022,SE,FT,Data Analytics Manager,109280,USD,109280.0,US,100,US,M +552,2022,SE,FT,Data Scientist,176000,USD,176000.0,US,100,US,M +238,2021,EN,FT,Data Scientist,4000,USD,4000.0,VN,0,VN,M +295,2022,MI,FT,Data Engineer,150000,USD,150000.0,US,100,US,M +207,2021,SE,FT,Data Engineer,165000,USD,165000.0,US,0,US,M +531,2022,MI,FT,Data Analyst,75000,USD,75000.0,CA,0,CA,M +343,2022,EX,FT,Head of Data Science,167875,USD,167875.0,US,100,US,M +508,2022,EN,FT,Research Scientist,120000,USD,120000.0,US,100,US,L +246,2021,EN,FT,Data Scientist,31000,EUR,36643.0,FR,50,FR,L +478,2022,MI,FT,Data Scientist,200000,USD,200000.0,US,100,US,M +247,2021,MI,FT,Data Engineer,108000,TRY,12103.0,TR,0,TR,M +20,2020,MI,FT,Machine Learning Engineer,299000,CNY,43331.0,CN,0,CN,M +460,2022,MI,FT,Machine Learning Infrastructure Engineer,53000,EUR,58255.0,PT,50,PT,L +127,2021,MI,FT,Data Scientist,700000,INR,9466.0,IN,0,IN,S +474,2022,MI,FT,Data Scientist,140000,GBP,183228.0,GB,0,GB,M +517,2022,MI,FT,Data Engineer,62000,EUR,68147.0,FR,100,FR,M +113,2021,EN,PT,AI Scientist,12000,USD,12000.0,PK,100,US,M +148,2021,SE,FT,Data Engineering Manager,153000,USD,153000.0,US,100,US,L +205,2021,MI,FT,Data Scientist,69600,BRL,12901.0,BR,0,BR,S +546,2022,SE,FT,Data Engineer,110500,USD,110500.0,US,100,US,M +330,2022,SE,FT,Data Analyst,112900,USD,112900.0,US,100,US,M +314,2022,MI,FT,Data Engineer,40000,GBP,52351.0,GB,0,GB,M +583,2022,SE,FT,Data Engineer,160080,USD,160080.0,US,100,US,M +131,2021,EN,FT,Data Scientist,42000,EUR,49646.0,FR,50,FR,M +579,2022,SE,FT,Data Engineer,25000,USD,25000.0,US,100,US,M +452,2022,EX,FT,Director of Data Science,250000,CAD,196979.0,CA,50,CA,L +62,2020,EN,PT,Data Scientist,19000,EUR,21669.0,IT,50,IT,S +257,2021,SE,FT,Principal Data Scientist,147000,EUR,173762.0,DE,100,DE,M +523,2022,SE,FT,Data Analytics Lead,405000,USD,405000.0,US,100,US,L +462,2022,MI,PT,Data Engineer,50000,EUR,54957.0,DE,50,DE,L +40,2020,MI,FT,Data Scientist,45760,USD,45760.0,PH,100,US,S +420,2022,MI,FT,Machine Learning Scientist,112300,USD,112300.0,US,100,US,L +336,2022,MI,FT,Data Analyst,167000,USD,167000.0,US,100,US,M +513,2022,SE,FT,Machine Learning Engineer,65000,EUR,71444.0,IE,100,IE,S +450,2022,SE,FT,Data Engineer,80000,USD,80000.0,US,100,US,M +177,2021,MI,FT,Data Scientist,30400000,CLP,40038.0,CL,100,CL,L +422,2022,MI,FT,Data Science Manager,159000,USD,159000.0,US,100,US,M +263,2021,SE,FT,Machine Learning Engineer,4900000,INR,66265.0,IN,0,IN,L +103,2021,MI,FT,Data Analyst,62000,USD,62000.0,US,0,US,L +545,2022,SE,FT,Data Engineer,115000,USD,115000.0,US,100,US,M +278,2021,SE,FT,Data Scientist,180000,TRY,20171.0,TR,50,TR,L +270,2021,EN,FT,Data Engineer,72500,USD,72500.0,US,100,US,L +250,2021,MI,FT,Data Scientist,115000,USD,115000.0,US,50,US,L +5,2020,EN,FT,Data Analyst,72000,USD,72000.0,US,100,US,L +118,2021,EN,FT,Data Analyst,90000,USD,90000.0,US,100,US,S +252,2021,EX,FT,Principal Data Engineer,600000,USD,600000.0,US,100,US,L +114,2021,MI,FT,Data Engineer,38400,EUR,45391.0,NL,100,NL,L +369,2022,SE,FT,Data Scientist,170000,USD,170000.0,US,100,US,M +221,2021,MI,FT,Data Scientist,85000,GBP,116914.0,GB,50,GB,L +572,2022,SE,FT,Data Analyst,100000,USD,100000.0,US,100,US,M +302,2022,SE,FT,Data Scientist,146000,USD,146000.0,US,100,US,M +155,2021,SE,FT,Data Science Engineer,159500,CAD,127221.0,CA,50,CA,L +427,2022,MI,FT,Data Engineer,45000,EUR,49461.0,ES,100,ES,M +193,2021,SE,FT,Data Science Manager,174000,USD,174000.0,US,100,US,L +365,2022,SE,FT,Data Scientist,138600,USD,138600.0,US,100,US,M +13,2020,MI,FT,Lead Data Analyst,87000,USD,87000.0,US,100,US,L +437,2022,MI,FT,Data Engineer,80000,EUR,87932.0,GR,100,GR,M +69,2020,SE,FT,Data Scientist,80000,EUR,91237.0,AT,0,AT,S +538,2022,MI,FT,Data Scientist,141300,USD,141300.0,US,0,US,M +253,2021,EN,FT,Data Scientist,2100000,INR,28399.0,IN,100,IN,M +136,2021,MI,FT,ML Engineer,7000000,JPY,63711.0,JP,50,JP,S +38,2020,EN,FT,Data Analyst,10000,USD,10000.0,NG,100,NG,S +526,2022,MI,FT,Data Scientist,78000,USD,78000.0,US,100,US,M +159,2021,EN,FT,Machine Learning Engineer,125000,USD,125000.0,US,100,US,S +57,2020,MI,FT,Data Scientist,118000,USD,118000.0,US,100,US,M +157,2021,MI,FT,Applied Machine Learning Scientist,423000,USD,423000.0,US,50,US,L +42,2020,MI,FT,Machine Learning Infrastructure Engineer,44000,EUR,50180.0,PT,0,PT,M +245,2021,MI,FT,Data Engineer,52500,GBP,72212.0,GB,50,GB,L +338,2022,SE,FT,Data Analyst,136600,USD,136600.0,US,100,US,M +578,2022,SE,FT,Data Engineer,100000,USD,100000.0,US,100,US,M +594,2022,SE,FT,Data Analytics Manager,150260,USD,150260.0,US,100,US,M +446,2022,SE,FT,Data Engineer,209100,USD,209100.0,US,100,US,L +562,2022,SE,FT,Data Engineer,175100,USD,175100.0,US,100,US,M +525,2022,SE,FT,Applied Data Scientist,177000,USD,177000.0,US,100,US,L +551,2022,SE,FT,Data Scientist,140400,USD,140400.0,US,0,US,L +329,2022,MI,FT,Data Analyst,115500,USD,115500.0,US,100,US,M +298,2022,SE,FT,Data Scientist,136620,USD,136620.0,US,100,US,M +378,2022,SE,FT,Data Architect,208775,USD,208775.0,US,100,US,M +453,2022,MI,FT,Machine Learning Engineer,120000,USD,120000.0,US,100,US,S +206,2021,SE,FT,Machine Learning Engineer,200000,USD,200000.0,US,100,US,L +213,2021,EN,FT,Big Data Engineer,435000,INR,5882.0,IN,0,CH,L +356,2022,SE,FT,Data Scientist,150000,USD,150000.0,US,0,US,M +367,2022,MI,FT,Data Analyst,58000,USD,58000.0,US,0,US,S +387,2022,SE,FT,Data Analyst,164000,USD,164000.0,US,0,US,M +128,2021,EN,FT,Machine Learning Engineer,20000,USD,20000.0,IN,100,IN,S +469,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M +549,2022,SE,FT,Data Engineer,160000,USD,160000.0,US,100,US,M +124,2021,EN,PT,Data Analyst,8760,EUR,10354.0,ES,50,ES,M +11,2020,MI,FT,Data Scientist,3000000,INR,40481.0,IN,0,IN,L +162,2021,MI,FT,Data Engineer,24000,EUR,28369.0,MT,50,MT,L +563,2022,SE,FT,Data Engineer,140250,USD,140250.0,US,100,US,M +414,2022,MI,FT,Data Engineer,60000,GBP,78526.0,GB,100,GB,M +471,2022,MI,FT,Data Analyst,50000,USD,50000.0,US,100,US,M +222,2021,MI,FT,Data Scientist,2500000,INR,33808.0,IN,0,IN,M +180,2021,MI,FT,Big Data Engineer,1672000,INR,22611.0,IN,0,IN,L +311,2022,MI,FT,Data Scientist,50000,GBP,65438.0,GB,0,GB,M +434,2022,MI,FT,Data Engineer,80000,GBP,104702.0,GB,100,GB,M +605,2022,SE,FT,Data Analyst,150000,USD,150000.0,US,100,US,M +492,2022,MI,FT,Data Scientist,150000,PLN,35590.0,PL,100,PL,L +592,2022,SE,FT,Data Scientist,230000,USD,230000.0,US,100,US,M +194,2021,SE,FT,Research Scientist,120500,CAD,96113.0,CA,50,CA,L +8,2020,MI,FT,Business Data Analyst,135000,USD,135000.0,US,100,US,L +214,2021,EN,FT,Machine Learning Engineer,21000,EUR,24823.0,DE,50,DE,M +447,2022,SE,FT,Data Engineer,154600,USD,154600.0,US,100,US,L +43,2020,MI,FT,Data Engineer,106000,USD,106000.0,US,100,US,L +588,2022,SE,FT,Data Analyst,99000,USD,99000.0,US,0,US,M +203,2021,SE,FT,Research Scientist,50000,USD,50000.0,FR,100,US,S +305,2022,SE,FT,Data Analyst,99000,USD,99000.0,US,0,US,M +286,2021,SE,FT,Head of Data,87000,EUR,102839.0,SI,100,SI,L +394,2022,SE,FT,Data Analytics Manager,145000,USD,145000.0,US,100,US,M +542,2022,MI,FT,Data Engineer,206699,USD,206699.0,US,0,US,M +377,2022,SE,FT,Data Engineer,165400,USD,165400.0,US,100,US,M +59,2020,MI,FT,Data Scientist,138350,USD,138350.0,US,100,US,M +7,2020,MI,FT,Data Scientist,11000000,HUF,35735.0,HU,50,HU,L +379,2022,SE,FT,Data Architect,147800,USD,147800.0,US,100,US,M +520,2022,MI,FT,Data Scientist,88000,CAD,69336.0,CA,100,CA,M +357,2022,SE,FT,Data Scientist,211500,USD,211500.0,US,100,US,M +14,2020,MI,FT,Data Analyst,85000,USD,85000.0,US,100,US,L +561,2022,SE,FT,Analytics Engineer,184700,USD,184700.0,US,0,US,M +77,2021,MI,PT,3D Computer Vision Researcher,400000,INR,5409.0,IN,50,IN,M +479,2022,MI,FT,Data Scientist,120000,USD,120000.0,US,100,US,M +574,2022,SE,FT,Data Scientist,210000,USD,210000.0,US,100,US,M +9,2020,SE,FT,Lead Data Engineer,125000,USD,125000.0,NZ,50,NZ,S +219,2021,SE,FT,Data Analytics Manager,140000,USD,140000.0,US,100,US,L +539,2022,MI,FT,Data Scientist,102100,USD,102100.0,US,0,US,M +243,2021,SE,FT,Data Scientist,165000,USD,165000.0,US,100,US,L +388,2022,SE,FT,Data Engineer,155000,USD,155000.0,US,100,US,M +376,2022,SE,FT,Data Analyst,132000,USD,132000.0,US,0,US,M +93,2021,SE,FT,Lead Data Engineer,276000,USD,276000.0,US,0,US,L +152,2021,MI,FT,Data Scientist,95000,CAD,75774.0,CA,100,CA,L +272,2021,EN,FT,Data Science Consultant,65000,EUR,76833.0,DE,0,DE,L +285,2021,SE,FT,Data Science Manager,7000000,INR,94665.0,IN,50,IN,L +444,2022,SE,FT,Data Scientist,215300,USD,215300.0,US,0,US,L +195,2021,MI,FT,Data Scientist,147000,USD,147000.0,US,50,US,L +410,2022,MI,FT,Data Scientist,55000,GBP,71982.0,GB,0,GB,M +486,2022,SE,FT,Data Scientist,230000,USD,230000.0,US,100,US,M +202,2021,MI,FT,Data Scientist,32000,EUR,37825.0,ES,100,ES,L +29,2020,SE,FT,Machine Learning Manager,157000,CAD,117104.0,CA,50,CA,L +0,2020,MI,FT,Data Scientist,70000,EUR,79833.0,DE,0,DE,L +271,2021,SE,FT,Computer Vision Engineer,102000,BRL,18907.0,BR,0,BR,M +466,2022,SE,FT,Research Scientist,144000,USD,144000.0,US,50,US,L +150,2021,SE,FT,Director of Data Science,168000,USD,168000.0,JP,0,JP,S +393,2022,SE,FT,Data Analyst,90320,USD,90320.0,US,100,US,M +405,2022,MI,FT,Data Engineer,75000,GBP,98158.0,GB,0,GB,M +239,2021,EN,FT,Data Engineer,1600000,INR,21637.0,IN,50,IN,M +601,2022,EN,FT,Data Analyst,52000,USD,52000.0,CA,0,CA,M +24,2020,MI,FT,Lead Data Scientist,115000,USD,115000.0,AE,0,AE,L +72,2021,EN,FT,Research Scientist,60000,GBP,82528.0,GB,50,GB,L +137,2021,MI,FT,ML Engineer,8500000,JPY,77364.0,JP,50,JP,S +509,2022,MI,FT,Applied Data Scientist,157000,USD,157000.0,US,100,US,L +294,2022,MI,FT,Data Engineer,170000,USD,170000.0,US,100,US,M +120,2021,MI,FT,Big Data Engineer,60000,USD,60000.0,ES,50,RO,M +255,2021,SE,FT,Big Data Architect,125000,CAD,99703.0,CA,50,CA,M +129,2021,SE,FT,Lead Data Scientist,3000000,INR,40570.0,IN,50,IN,L +98,2021,EN,FT,Computer Vision Software Engineer,70000,USD,70000.0,US,100,US,M +371,2022,SE,FT,Machine Learning Engineer,189650,USD,189650.0,US,0,US,M +565,2022,SE,FT,Data Engineer,54000,USD,54000.0,US,0,US,M +198,2021,SE,FT,Data Science Manager,4000000,INR,54094.0,IN,50,US,L +46,2020,MI,FT,Data Scientist,60000,GBP,76958.0,GB,100,GB,S +534,2022,SE,FT,Data Architect,266400,USD,266400.0,US,100,US,M +504,2022,SE,FT,Data Engineer,115000,USD,115000.0,US,100,US,M +56,2020,MI,FT,Data Scientist,34000,EUR,38776.0,ES,100,ES,M +557,2022,SE,FT,Data Engineer,70500,USD,70500.0,US,0,US,M +139,2021,EN,FT,Data Scientist,80000,USD,,US,100,US,M +74,2021,EX,FT,Head of Data,235000,USD,,US,100,US,L +390,2022,MI,FT,Machine Learning Engineer,75000,GBP,,GB,0,GB,M +476,2022,SE,FT,Data Scientist,185100,USD,,US,100,US,M +168,2021,EN,FT,BI Data Analyst,55000,USD,,US,50,US,S +435,2022,MI,FT,Data Engineer,70000,GBP,,GB,100,GB,M +224,2021,SE,FT,Machine Learning Scientist,225000,USD,,US,100,CA,L +248,2021,SE,FT,Data Engineer,70000,GBP,,GB,50,GB,L +326,2022,EX,FT,Data Analyst,130000,USD,,US,100,US,M +110,2021,SE,FT,Machine Learning Engineer,80000,EUR,,DE,50,DE,L +299,2022,SE,FT,Data Scientist,99360,USD,,US,100,US,M +441,2022,MI,FT,Data Analyst,30000,EUR,,GR,100,GR,M +322,2022,SE,FT,Data Engineer,160080,USD,,US,0,US,M +417,2022,SE,FT,Data Science Engineer,60000,USD,,AR,100,MX,L +313,2022,MI,FT,Data Engineer,60000,GBP,,GB,0,GB,M +316,2022,EN,FT,Data Engineer,35000,GBP,,GB,100,GB,M +398,2022,SE,FT,Data Scientist,215300,USD,,US,100,US,L +78,2021,MI,CT,ML Engineer,270000,USD,,US,100,US,L +537,2022,SE,FT,Data Engineer,155000,USD,,US,100,US,M +218,2021,MI,FT,Machine Learning Engineer,75000,EUR,,BE,100,BE,M +21,2020,MI,FT,Product Data Analyst,450000,INR,,IN,100,IN,L +445,2022,MI,FT,Data Engineer,70000,EUR,,GR,100,GR,M +22,2020,SE,FT,Data Engineer,42000,EUR,,GR,50,GR,L +115,2021,EN,FT,Machine Learning Scientist,225000,USD,,US,100,US,L +406,2022,MI,FT,Data Analyst,58000,USD,,US,0,US,S +280,2021,MI,FT,Data Engineer,112000,USD,,US,100,US,L +532,2022,SE,FT,Machine Learning Engineer,214000,USD,,US,100,US,M +154,2021,SE,FT,Data Science Manager,144000,USD,,US,100,US,L +363,2022,SE,FT,Data Analyst,61300,USD,,CA,100,CA,M +231,2021,SE,FT,ML Engineer,256000,USD,,US,100,US,S +327,2022,EX,FT,Data Analyst,110000,USD,,US,100,US,M +433,2022,MI,FT,Data Engineer,70000,EUR,,ES,100,ES,M +164,2021,EX,FT,Director of Data Science,110000,EUR,,DE,50,DE,M +158,2021,SE,FT,Data Analytics Manager,120000,USD,,US,100,US,M +236,2021,MI,FT,Research Scientist,80000,CAD,,CA,100,CA,M +400,2022,SE,FT,Data Engineer,209100,USD,,US,100,US,L +192,2021,MI,FT,Big Data Engineer,18000,USD,,MD,0,MD,S +568,2022,SE,FT,Data Analyst,80000,USD,,US,100,US,M +413,2022,MI,FT,Data Engineer,45000,EUR,,GR,100,GR,M +132,2021,MI,FT,Applied Machine Learning 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Scientist,416000,USD,,US,100,US,S +63,2020,SE,FT,Data Scientist,412000,USD,,US,100,US,L +186,2021,SE,FT,Data Analytics Engineer,50000,USD,,VN,100,GB,M +289,2022,SE,FT,Data Engineer,135000,USD,,US,100,US,M +138,2021,SE,FT,Principal Data Scientist,220000,USD,,US,0,US,L +372,2022,SE,FT,Machine Learning Engineer,164996,USD,,US,0,US,M +498,2022,SE,FT,Research Scientist,85000,EUR,,FR,50,FR,L +547,2022,SE,FT,Data Engineer,130000,USD,,US,100,US,M +197,2021,SE,FT,Machine Learning Engineer,1799997,INR,,IN,100,IN,L +167,2021,EX,FT,Director of Data Science,250000,USD,,US,0,US,L +366,2022,SE,FT,Data Engineer,136000,USD,,US,0,US,M +324,2022,SE,FT,Data Scientist,120000,USD,,US,0,US,L diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info.json new file mode 100644 index 0000000000000000000000000000000000000000..973ccc0d3adf80cf1b8def4e8285a7e47ca05d6b --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info.json @@ -0,0 +1,252 @@ +{ + "name": "Data Science Job Salaries", + "source": "https://www.kaggle.com/datasets/ruchi798/data-science-job-salaries/data", + "data_intro": "A dataset contain information about Salaries of jobs in the Data Science domain", + "is_splited": false, + "overall_size": 607, + "train_size": 0, + "test_size": 0, + "c_classes": 7, + "n_classes": 5, + "task_type": "regression", + "target": { + "salary_in_usd": "Given the job title, experience level, employment type, salary currency, company size, and remote ratio, predict the salary in USD." + }, + "cat_feature_intro": { + "experience_level": "- experience_level: The experience level in the job during the year with the following possible values: EN Entry-level / Junior MI Mid-level / Intermediate SE Senior-level / Expert EX Executive-level / Director.", + "employment_type": "- employment_type: The type of employement for the role: PT Part-time FT Full-time CT Contract FL Freelance.", + "job_title": "- job_title : The role worked in during the year.", + "salary_currency": "- salary_currency: The currency of the salary paid as an ISO 4217 currency code.", + "employee_residence": "- employee_residence: Employee's primary country of residence in during the work year as an ISO 3166 country code.", + "company_location": "- company_location: The country of the employer's main office or contracting branch as an ISO 3166 country code. ", + "company_size": "- company_size: The average number of people that worked for the company during the year: S less than 50 employees (small) M 50 to 250 employees (medium) L more than 250 employees (large)" + }, + "num_feature_intro": { + "#": "- #: The order of the data in the dataset.", + "work_year": "- work_year: The year the salary was paid.", + "salary": "- salary_in_usd: The salary in USD (FX rate divided by avg. USD rate for the respective year via fxdata.foorilla.com).", + "salary_in_usd": "- salary_in_usd: The salary in USD (FX rate divided by avg. USD rate for the respective year via fxdata.foorilla.com). ", + "remote_ratio": "- remote_ratio: The overall amount of work done remotely, possible values are as follows: 0 No remote work (less than 20%) 50 Partially remote 100 Fully remote (more than 80%)" + }, + "evaluation_metric": null, + "num_feature_value": { + "#": [], + "remote_ratio": [ + 0.0, + 100.0 + ], + "salary": [ + 4000.0, + 30400000.0 + ], + "salary_in_usd": [ + 2859.0, + 600000.0 + ], + "work_year": [ + 2020.0, + 2022.0 + ] + }, + "cat_feature_value": { + "company_location": [ + "AE", + "AS", + "AT", + "AU", + "BE", + "BR", + "CA", + "CH", + "CL", + "CN", + "CO", + "CZ", + "DE", + "DK", + "DZ", + "EE", + "ES", + "FR", + "GB", + "GR", + "HN", + "HR", + "HU", + "IE", + "IL", + "IN", + "IQ", + "IR", + "IT", + "JP", + "KE", + "LU", + "MD", + "MT", + "MX", + "MY", + "NG", + "NL", + "NZ", + "PK", + "PL", + "PT", + "RO", + "RU", + "SG", + "SI", + "TR", + "UA", + "US", + "VN" + ], + "company_size": [ + "L", + "M", + "S" + ], + "employee_residence": [ + "AE", + "AR", + "AT", + "AU", + "BE", + "BG", + "BO", + "BR", + "CA", + "CH", + "CL", + "CN", + "CO", + "CZ", + "DE", + "DK", + "DZ", + "EE", + "ES", + "FR", + "GB", + "GR", + "HK", + "HN", + "HR", + "HU", + "IE", + "IN", + "IQ", + "IR", + "IT", + "JE", + "JP", + "KE", + "LU", + "MD", + "MT", + "MX", + "MY", + "NG", + "NL", + "NZ", + "PH", + "PK", + "PL", + "PR", + "PT", + "RO", + "RS", + "RU", + "SG", + "SI", + "TN", + "TR", + "UA", + "US", + "VN" + ], + "employment_type": [ + "CT", + "FL", + "FT", + "PT" + ], + "experience_level": [ + "EN", + "EX", + "MI", + "SE" + ], + "job_title": [ + "3D Computer Vision Researcher", + "AI Scientist", + "Analytics Engineer", + "Applied Data Scientist", + "Applied Machine Learning Scientist", + "BI Data Analyst", + "Big Data Architect", + "Big Data Engineer", + "Business Data Analyst", + "Cloud Data Engineer", + "Computer Vision Engineer", + "Computer Vision Software Engineer", + "Data Analyst", + "Data Analytics Engineer", + "Data Analytics Lead", + "Data Analytics Manager", + "Data Architect", + "Data Engineer", + "Data Engineering Manager", + "Data Science Consultant", + "Data Science Engineer", + "Data Science Manager", + "Data Scientist", + "Data Specialist", + "Director of Data Engineering", + "Director of Data Science", + "ETL Developer", + "Finance Data Analyst", + "Financial Data Analyst", + "Head of Data", + "Head of Data Science", + "Head of Machine Learning", + "Lead Data Analyst", + "Lead Data Engineer", + "Lead Data Scientist", + "Lead Machine Learning Engineer", + "ML Engineer", + "Machine Learning Developer", + "Machine Learning Engineer", + "Machine Learning Infrastructure Engineer", + "Machine Learning Manager", + "Machine Learning Scientist", + "Marketing Data Analyst", + "NLP Engineer", + "Principal Data Analyst", + "Principal Data Engineer", + "Principal Data Scientist", + "Product Data Analyst", + "Research Scientist", + "Staff Data Scientist" + ], + "salary_currency": [ + "AUD", + "BRL", + "CAD", + "CHF", + "CLP", + "CNY", + "DKK", + "EUR", + "GBP", + "HUF", + "INR", + "JPY", + "MXN", + "PLN", + "SGD", + "TRY", + "USD" + ] + } +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info_mod.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..559566f19815f04d9343bb8163afb0360621701f --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info_mod.json @@ -0,0 +1,293 @@ +{ + "name": "Data Science Job Salaries", + "source": "https://www.kaggle.com/datasets/ruchi798/data-science-job-salaries/data", + "data_intro": "A dataset contain information about Salaries of jobs in the Data Science domain", + "is_splited": false, + "overall_size": 607, + "train_size": 0, + "test_size": 0, + "c_classes": 7, + "n_classes": 5, + "task_type": "regression", + "target": "salary_in_usd", + "cat_feature_intro": { + "experience_level": "- experience_level: The experience level in the job during the year with the following possible values: EN Entry-level / Junior MI Mid-level / Intermediate SE Senior-level / Expert EX Executive-level / Director.", + "employment_type": "- employment_type: The type of employement for the role: PT Part-time FT Full-time CT Contract FL Freelance.", + "job_title": "- job_title : The role worked in during the year.", + "salary_currency": "- salary_currency: The currency of the salary paid as an ISO 4217 currency code.", + "employee_residence": "- employee_residence: Employee's primary country of residence in during the work year as an ISO 3166 country code.", + "company_location": "- company_location: The country of the employer's main office or contracting branch as an ISO 3166 country code. ", + "company_size": "- company_size: The average number of people that worked for the company during the year: S less than 50 employees (small) M 50 to 250 employees (medium) L more than 250 employees (large)" + }, + "num_feature_intro": { + "Unnamed: 0": "Unnamed: 0: numeric feature inferred from dataset columns", + "work_year": "- work_year: The year the salary was paid.", + "salary": "- salary_in_usd: The salary in USD (FX rate divided by avg. USD rate for the respective year via fxdata.foorilla.com).", + "remote_ratio": "- remote_ratio: The overall amount of work done remotely, possible values are as follows: 0 No remote work (less than 20%) 50 Partially remote 100 Fully remote (more than 80%)" + }, + "evaluation_metric": null, + "num_feature_value": { + "Unnamed: 0": [ + 0.0, + 606.0 + ], + "work_year": [ + 2020.0, + 2022.0 + ], + "salary": [ + 4000.0, + 30400000.0 + ], + "remote_ratio": [ + 0.0, + 100.0 + ] + }, + "cat_feature_value": { + "experience_level": [ + "EN", + "EX", + "MI", + "SE" + ], + "employment_type": [ + "CT", + "FL", + "FT", + "PT" + ], + "job_title": [ + "3D Computer Vision Researcher", + "AI Scientist", + "Analytics Engineer", + "Applied Data Scientist", + "Applied Machine Learning Scientist", + "BI Data Analyst", + "Big Data Architect", + "Big Data Engineer", + "Business Data Analyst", + "Cloud Data Engineer", + "Computer Vision Engineer", + "Computer Vision Software Engineer", + "Data Analyst", + "Data Analytics Engineer", + "Data Analytics Lead", + "Data Analytics Manager", + "Data Architect", + "Data Engineer", + "Data Engineering Manager", + "Data Science Consultant", + "Data Science Engineer", + "Data Science Manager", + "Data Scientist", + "Data Specialist", + "Director of Data Engineering", + "Director of Data Science", + "ETL Developer", + "Finance Data Analyst", + "Financial Data Analyst", + "Head of Data", + "Head of Data Science", + "Head of Machine Learning", + "Lead Data Analyst", + "Lead Data Engineer", + "Lead Data Scientist", + "Lead Machine Learning Engineer", + "ML Engineer", + "Machine Learning Developer", + "Machine Learning Engineer", + "Machine Learning Infrastructure Engineer", + "Machine Learning Manager", + "Machine Learning Scientist", + "Marketing Data Analyst", + "NLP Engineer", + "Principal Data Analyst", + "Principal Data Engineer", + "Principal Data Scientist", + "Product Data Analyst", + "Research Scientist", + "Staff Data Scientist" + ], + "salary_currency": [ + "AUD", + "BRL", + "CAD", + "CHF", + "CLP", + "CNY", + "DKK", + "EUR", + "GBP", + "HUF", + "INR", + "JPY", + "MXN", + "PLN", + "SGD", + "TRY", + "USD" + ], + "employee_residence": [ + "AE", + "AR", + "AT", + "AU", + "BE", + "BG", + "BO", + "BR", + "CA", + "CH", + "CL", + "CN", + "CO", + "CZ", + "DE", + "DK", + "DZ", + "EE", + "ES", + "FR", + "GB", + "GR", + "HK", + "HN", + "HR", + "HU", + "IE", + "IN", + "IQ", + "IR", + "IT", + "JE", + "JP", + "KE", + "LU", + "MD", + "MT", + "MX", + "MY", + "NG", + "NL", + "NZ", + "PH", + "PK", + "PL", + "PR", + "PT", + "RO", + "RS", + "RU", + "SG", + "SI", + "TN", + "TR", + "UA", + "US", + "VN" + ], + "company_location": [ + "AE", + "AS", + "AT", + "AU", + "BE", + "BR", + "CA", + "CH", + "CL", + "CN", + "CO", + "CZ", + "DE", + "DK", + "DZ", + "EE", + "ES", + "FR", + "GB", + "GR", + "HN", + "HR", + "HU", + "IE", + "IL", + "IN", + "IQ", + "IR", + "IT", + "JP", + "KE", + "LU", + "MD", + "MT", + "MX", + "MY", + "NG", + "NL", + "NZ", + "PK", + "PL", + "PT", + "RO", + "RU", + "SG", + "SI", + "TR", + "UA", + "US", + "VN" + ], + "company_size": [ + "L", + "M", + "S" + ] + }, + "columns": [ + "Unnamed: 0", + "work_year", + "experience_level", + "employment_type", + "job_title", + "salary", + "salary_currency", + "salary_in_usd", + "employee_residence", + "remote_ratio", + "company_location", + "company_size" + ], + "feature_columns": [ + "Unnamed: 0", + "work_year", + "experience_level", + "employment_type", + "job_title", + "salary", + "salary_currency", + "employee_residence", + "remote_ratio", + "company_location", + "company_size" + ], + "feature_types": { + "Unnamed: 0": "numeric", + "work_year": "numeric", + "experience_level": "categorical", + "employment_type": "categorical", + "job_title": "categorical", + "salary": "numeric", + "salary_currency": "categorical", + "employee_residence": "categorical", + "remote_ratio": "numeric", + "company_location": "categorical", + "company_size": "categorical" + }, + "open_text_feature_intro": {}, + "open_text_features": [], + "missing_from_original_info": [ + "Unnamed: 0" + ] +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..3b845911832d7539e84d595a1884f9ae8c5140fe --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test.csv @@ -0,0 +1,21 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +584,2022,SE,FT,Data Analyst,105000,USD,105000,US,100,US,M +456,2022,SE,FT,Data Engineer,105000,USD,105000,US,100,US,M +308,2022,MI,FT,Data Analyst,126500,USD,126500,US,0,US,M +290,2022,SE,FT,Data Analyst,155000,USD,155000,US,100,US,M +540,2022,SE,FT,Data Analyst,115934,USD,115934,US,100,US,M +309,2022,EX,FT,Data Engineer,242000,USD,242000,US,100,US,M +548,2022,SE,FT,Data Analyst,99050,USD,99050,US,100,US,M +558,2022,SE,FT,Data Scientist,205300,USD,205300,US,0,US,M +340,2022,SE,FT,Data Engineer,128875,USD,128875,US,100,US,M +516,2022,SE,FT,Data Science Manager,152500,USD,152500,US,100,US,M +485,2022,SE,FT,Machine Learning Engineer,120000,USD,120000,US,100,US,M +467,2022,SE,FT,Data Scientist,104890,USD,104890,US,100,US,M +169,2021,MI,FT,Data Architect,150000,USD,150000,US,100,US,L +78,2021,MI,CT,ML Engineer,270000,USD,270000,US,100,US,L +306,2022,SE,FT,Data Analyst,116000,USD,116000,US,0,US,M +556,2022,SE,FT,Data Engineer,145000,USD,145000,US,100,US,M +399,2022,SE,FT,Data Scientist,158200,USD,158200,US,100,US,L +597,2022,SE,FT,Data Analyst,170000,USD,170000,US,100,US,M +591,2022,SE,FT,Data Architect,144854,USD,144854,US,100,US,M +426,2022,SE,FT,Data Engineer,100800,USD,100800,US,100,US,L diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_001.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_001.csv new file mode 100644 index 0000000000000000000000000000000000000000..40cddb4e576d39fdc3d3636ffb04e4923180a7e9 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_001.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +584,2022,SE,FT,Data Analyst,105000,USD,105000,US,100,US,M +456,2022,SE,FT,Data Engineer,105000,USD,105000,US,100,US,M diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_002.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_002.csv new file mode 100644 index 0000000000000000000000000000000000000000..f7e48cd013172a95e521fd4c9ca3b4b0cc4fd31a --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_002.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +308,2022,MI,FT,Data Analyst,126500,USD,126500,US,0,US,M +290,2022,SE,FT,Data Analyst,155000,USD,155000,US,100,US,M diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_003.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_003.csv new file mode 100644 index 0000000000000000000000000000000000000000..b44f1372f21e9cb7e06faa24da910ef811e24691 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_003.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +540,2022,SE,FT,Data Analyst,115934,USD,115934,US,100,US,M +309,2022,EX,FT,Data Engineer,242000,USD,242000,US,100,US,M diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_004.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_004.csv new file mode 100644 index 0000000000000000000000000000000000000000..ae121023676aecd5d3eb9f33b3a90bf190b3c4a6 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_004.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +548,2022,SE,FT,Data Analyst,99050,USD,99050,US,100,US,M +558,2022,SE,FT,Data Scientist,205300,USD,205300,US,0,US,M diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_005.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_005.csv new file mode 100644 index 0000000000000000000000000000000000000000..2d584d49c8ef0fe7821a585a7ef930c291321d09 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_005.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +340,2022,SE,FT,Data Engineer,128875,USD,128875,US,100,US,M +516,2022,SE,FT,Data Science Manager,152500,USD,152500,US,100,US,M diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_006.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_006.csv new file mode 100644 index 0000000000000000000000000000000000000000..bf80589e24f5b4bf3a00df4c0e1ee4e6f9734ee5 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_006.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +485,2022,SE,FT,Machine Learning Engineer,120000,USD,120000,US,100,US,M +467,2022,SE,FT,Data Scientist,104890,USD,104890,US,100,US,M diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_007.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_007.csv new file mode 100644 index 0000000000000000000000000000000000000000..4438e4ccf44d5746135ad048ebd4fc182b2113fd --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_007.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +169,2021,MI,FT,Data Architect,150000,USD,150000,US,100,US,L +78,2021,MI,CT,ML Engineer,270000,USD,270000,US,100,US,L diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_008.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_008.csv new file mode 100644 index 0000000000000000000000000000000000000000..2eb39709f685f148148c1055a302d039c968ee58 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_008.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +306,2022,SE,FT,Data Analyst,116000,USD,116000,US,0,US,M +556,2022,SE,FT,Data Engineer,145000,USD,145000,US,100,US,M diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_009.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_009.csv new file mode 100644 index 0000000000000000000000000000000000000000..75f9d9a7bc58a5e57421ccb1226fc53de94f2f88 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_009.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +399,2022,SE,FT,Data Scientist,158200,USD,158200,US,100,US,L +597,2022,SE,FT,Data Analyst,170000,USD,170000,US,100,US,M diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_010.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_010.csv new file mode 100644 index 0000000000000000000000000000000000000000..5c685e1fee45ba4c5b3e8c283b33451b726cfc76 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/test_010.csv @@ -0,0 +1,3 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +591,2022,SE,FT,Data Architect,144854,USD,144854,US,100,US,M +426,2022,SE,FT,Data Engineer,100800,USD,100800,US,100,US,L diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/train.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..72feafcd7faff30e10c102cd29196944925a4c20 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/train.csv @@ -0,0 +1,589 @@ +Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size +339,2022,SE,FT,Data Analyst,109280,USD,109280,US,100,US,M +522,2022,MI,FT,Data Analyst,20000,USD,20000,GR,100,GR,S +223,2021,MI,FT,Data Scientist,40900,GBP,56256,GB,50,GB,L +589,2022,SE,FT,Data Analyst,60000,USD,60000,US,100,US,M +16,2020,EN,FT,Data Engineer,4450000,JPY,41689,JP,100,JP,S +149,2021,SE,FT,Cloud Data Engineer,160000,USD,160000,BR,100,US,S +304,2022,EN,FT,Data Engineer,40000,GBP,52351,GB,100,GB,M +553,2022,SE,FT,Data Scientist,144000,USD,144000,US,100,US,M +495,2022,MI,FT,Machine Learning Scientist,153000,USD,153000,US,50,US,M +443,2022,MI,FT,Data Engineer,60000,GBP,78526,GB,100,GB,M +480,2022,SE,FT,Machine Learning Engineer,120000,USD,120000,AE,100,AE,S +535,2022,SE,FT,Data Architect,213120,USD,213120,US,100,US,M +227,2021,MI,FT,Data Scientist,75000,EUR,88654,DE,50,DE,L +348,2022,SE,FT,Data Engineer,113000,USD,113000,US,0,US,L +145,2021,SE,FT,Machine Learning Engineer,70000,EUR,82744,BE,50,BE,M +334,2022,SE,FT,Data Engineer,165400,USD,165400,US,100,US,M +18,2020,EN,FT,Data Science Consultant,423000,INR,5707,IN,50,IN,M +133,2021,SE,FT,Computer Vision Engineer,24000,USD,24000,BR,100,BR,M +560,2022,SE,FT,Analytics Engineer,205300,USD,205300,US,0,US,M +241,2021,MI,FT,Data Analyst,80000,USD,80000,US,100,US,L +301,2022,SE,FT,Data Scientist,80000,GBP,104702,GB,0,GB,M +82,2021,MI,FT,Applied Data Scientist,68000,CAD,54238,GB,50,CA,L +355,2022,SE,FT,Data Engineer,50000,GBP,65438,GB,0,GB,M +347,2022,SE,FT,Data Scientist,95550,USD,95550,US,0,US,M +229,2021,SE,FT,Data Analyst,90000,CAD,71786,CA,100,CA,M +481,2022,SE,FT,Machine Learning Engineer,65000,USD,65000,AE,100,AE,S +249,2021,SE,FT,Principal Data Analyst,170000,USD,170000,US,100,US,M +577,2022,SE,FT,Data Analyst,150075,USD,150075,US,100,US,M +117,2021,MI,FT,Data Science Engineer,34000,EUR,40189,GR,100,GR,M +288,2021,MI,FT,Machine Learning Engineer,43200,EUR,51064,IT,50,IT,L +142,2021,SE,FT,Data Engineering Manager,150000,USD,150000,US,0,US,L +67,2020,SE,FT,Data Science Manager,190200,USD,190200,US,100,US,M 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Scientist,105000,USD,105000,US,100,US,S +140,2021,MI,FT,Data Analyst,135000,USD,135000,US,100,US,L +233,2021,SE,FT,Data Analyst,200000,USD,200000,US,100,US,L +125,2021,MI,FT,Principal Data Scientist,151000,USD,151000,US,100,US,L +307,2022,MI,FT,Data Analyst,106260,USD,106260,US,0,US,M +606,2022,MI,FT,AI Scientist,200000,USD,200000,IN,100,US,L +440,2022,MI,FT,Data Analyst,40000,EUR,43966,GR,100,GR,M +153,2021,EN,FT,Data Scientist,13400,USD,13400,UA,100,UA,L +176,2021,MI,FT,Data Scientist,58000,MXN,2859,MX,0,MX,S +457,2022,SE,FT,Lead Machine Learning Engineer,80000,EUR,87932,DE,0,DE,M +277,2021,SE,FT,AI Scientist,55000,USD,55000,ES,100,ES,L +2,2020,SE,FT,Big Data Engineer,85000,GBP,109024,GB,50,GB,M +3,2020,MI,FT,Product Data Analyst,20000,USD,20000,HN,0,HN,S +92,2021,MI,FT,Lead Data Analyst,1450000,INR,19609,IN,100,IN,L +196,2021,EN,FT,BI Data Analyst,9272,USD,9272,KE,100,KE,S +6,2020,SE,FT,Lead Data Scientist,190000,USD,190000,US,100,US,S +79,2021,EN,FT,Data Analyst,80000,USD,80000,US,100,US,M +567,2022,MI,FT,Data Analyst,50000,GBP,65438,GB,0,GB,M +490,2022,SE,FT,Head of Data,200000,USD,200000,MY,100,US,M +30,2020,MI,FT,Data Engineering Manager,51999,EUR,59303,DE,100,DE,S +382,2022,SE,FT,Data Analyst,128875,USD,128875,US,100,US,M +105,2021,MI,FT,Data Analyst,37456,GBP,51519,GB,50,GB,L +83,2021,MI,FT,Machine Learning Engineer,40000,EUR,47282,ES,100,ES,S +37,2020,EN,FT,Machine Learning Engineer,250000,USD,250000,US,50,US,L +360,2022,SE,FT,Data Analyst,130000,USD,130000,CA,100,CA,M +130,2021,EN,FT,Machine Learning Developer,100000,USD,100000,IQ,50,IQ,S +455,2022,MI,FT,NLP Engineer,240000,CNY,37236,US,50,US,L +317,2022,SE,FT,Data Scientist,120160,USD,120160,US,100,US,M +459,2022,MI,FT,Data Scientist,2400000,INR,31615,IN,100,IN,L +412,2022,MI,FT,Data Engineer,60000,EUR,65949,GR,100,GR,M +266,2021,MI,FT,Data Engineer,93150,USD,93150,US,0,US,M +91,2021,EN,FT,Data Science Consultant,65000,EUR,76833,DE,100,DE,S +52,2020,EN,FT,AI Scientist,300000,DKK,45896,DK,50,DK,S +491,2022,MI,FT,Principal Data Analyst,75000,USD,75000,CA,100,CA,S +374,2022,MI,FT,ETL Developer,50000,EUR,54957,GR,0,GR,M +505,2022,EN,FT,Data Scientist,120000,AUD,86703,AU,50,AU,M +500,2022,SE,FT,Machine Learning Engineer,57000,EUR,62651,NL,100,NL,L +254,2021,MI,FT,Data Analyst,93000,USD,93000,US,100,US,L +472,2022,SE,FT,Data Scientist,220000,USD,220000,US,100,US,M +60,2020,MI,FT,Data Engineer,110000,USD,110000,US,100,US,L +293,2022,MI,FT,Data Scientist,90000,USD,90000,US,0,US,M +349,2022,SE,FT,Data Analyst,135000,USD,135000,US,100,US,M +341,2022,SE,FT,Data Engineer,93700,USD,93700,US,100,US,M +397,2022,MI,FT,Data Engineer,90000,GBP,117789,GB,0,GB,M +144,2021,MI,FT,Data Engineer,100000,USD,100000,US,100,US,L +502,2022,EN,FT,Data Scientist,40000,USD,40000,JP,100,MY,L +576,2022,SE,FT,Data Scientist,210000,USD,210000,US,100,US,M +244,2021,EN,FT,AI Scientist,1335000,INR,18053,IN,100,AS,S +73,2021,EX,FT,BI Data Analyst,150000,USD,150000,IN,100,US,L +101,2021,SE,FT,Data Engineer,150000,USD,150000,US,100,US,L +230,2021,EN,FT,Big Data Engineer,1200000,INR,16228,IN,100,IN,L +237,2021,MI,FT,Data Scientist,39600,EUR,46809,ES,100,ES,M +383,2022,SE,FT,Data Analyst,93700,USD,93700,US,100,US,M +54,2020,SE,FL,Computer Vision Engineer,60000,USD,60000,RU,100,US,S +281,2021,EN,FT,Research Scientist,100000,USD,100000,JE,0,CN,L +482,2022,EX,FT,Data Engineer,324000,USD,324000,US,100,US,M +300,2022,SE,FT,Data Scientist,90000,GBP,117789,GB,0,GB,M +70,2020,MI,FT,Data Scientist,55000,EUR,62726,FR,50,LU,S +108,2021,SE,FT,Data Engineer,150000,USD,150000,US,100,US,M +81,2021,MI,FT,Data Engineer,140000,USD,140000,US,100,US,L +564,2022,SE,FT,Data Analyst,116150,USD,116150,US,100,US,M +487,2022,EN,PT,Data Scientist,100000,USD,100000,DZ,50,DZ,M +269,2021,EN,FT,Data Engineer,55000,EUR,65013,DE,50,DE,M +303,2022,SE,FT,Data Scientist,123000,USD,123000,US,100,US,M +283,2021,SE,CT,Staff Data Scientist,105000,USD,105000,US,100,US,M +389,2022,MI,FT,Machine Learning Engineer,95000,GBP,124333,GB,0,GB,M +506,2022,MI,FT,Applied Machine Learning Scientist,75000,USD,75000,BO,100,US,L +51,2020,EN,FT,Data Analyst,91000,USD,91000,US,100,US,L +489,2022,EN,CT,Applied Machine Learning Scientist,29000,EUR,31875,TN,100,CZ,M +430,2022,MI,FT,Data Analyst,40000,EUR,43966,ES,100,ES,M +204,2021,MI,FT,Data Scientist,160000,USD,160000,US,100,US,L +409,2022,SE,FT,Data Scientist,180000,USD,180000,US,100,US,M +499,2022,EN,FT,Data Scientist,66500,CAD,52396,CA,100,CA,L +529,2022,SE,FT,Data Analyst,90320,USD,90320,US,100,US,M +296,2022,SE,FT,Data Analyst,102100,USD,102100,US,100,US,M +183,2021,SE,FT,Finance Data Analyst,45000,GBP,61896,GB,50,GB,L +497,2022,SE,FT,Data Scientist,165000,USD,165000,US,100,US,M +501,2022,MI,FT,Head of Data,30000,EUR,32974,EE,100,EE,S +65,2020,EN,FT,Data Scientist,55000,EUR,62726,DE,50,DE,S +431,2022,MI,FT,Data Analyst,30000,EUR,32974,ES,100,ES,M +35,2020,MI,FT,Data Engineer,65000,EUR,74130,AT,50,AT,L +256,2021,MI,FT,Data Engineer,200000,USD,200000,US,100,US,L +514,2022,EN,FT,Data Analytics Engineer,20000,USD,20000,PK,0,PK,M +470,2022,MI,FT,Data Analyst,135000,USD,135000,US,100,US,M +354,2022,SE,FT,Data Engineer,60000,GBP,78526,GB,0,GB,M +259,2021,EX,FT,Director of Data Science,120000,EUR,141846,DE,0,DE,L +226,2021,SE,FT,Data Scientist,110000,CAD,87738,CA,100,CA,S +528,2022,SE,FT,Data Analyst,100000,USD,100000,US,100,US,M +95,2021,MI,FT,Cloud Data Engineer,120000,SGD,89294,SG,50,SG,L +331,2022,SE,FT,Data Analyst,90320,USD,90320,US,100,US,M +401,2022,SE,FT,Data Engineer,154600,USD,154600,US,100,US,L +571,2022,SE,FT,Data Scientist,140000,USD,140000,US,100,US,M +332,2022,SE,FT,Data Analyst,112900,USD,112900,US,100,US,M +184,2021,MI,FL,Machine Learning Scientist,12000,USD,12000,PK,50,PK,M +543,2022,MI,FT,Data Engineer,99100,USD,99100,US,0,US,M +174,2021,SE,FT,Research Scientist,51400,EUR,60757,PT,50,PT,L +454,2022,EN,FT,Computer Vision Engineer,125000,USD,125000,US,0,US,M +464,2022,SE,FT,Principal Data Scientist,148000,EUR,162674,DE,100,DE,M +407,2022,SE,FT,Data Engineer,183600,USD,183600,US,100,US,L +102,2021,MI,FT,BI Data Analyst,11000000,HUF,36259,HU,50,US,L +165,2021,SE,FT,Data Specialist,165000,USD,165000,US,100,US,L +147,2021,MI,FT,Data Engineer,90000,USD,90000,US,100,US,L +488,2022,MI,FL,Data Scientist,100000,USD,100000,CA,100,US,M +344,2022,EX,FT,Analytics Engineer,175000,USD,175000,US,100,US,M +404,2022,SE,FT,Data Engineer,175000,USD,175000,US,100,US,M +494,2022,SE,FT,Data Scientist,100000,USD,100000,BR,100,US,M +111,2021,SE,FT,Director of Data Engineering,82500,GBP,113476,GB,100,GB,M +496,2022,EN,FT,Data Engineer,52800,EUR,58035,PK,100,DE,M +604,2022,SE,FT,Data Analyst,129000,USD,129000,US,0,US,M +587,2022,SE,FT,Data Scientist,140000,USD,140000,US,100,US,M +220,2021,MI,FT,Machine Learning Engineer,180000,PLN,46597,PL,100,PL,L +297,2022,SE,FT,Data Analyst,84900,USD,84900,US,100,US,M +530,2022,MI,FT,Data Analyst,85000,USD,85000,CA,0,CA,M +234,2021,MI,FT,Data Architect,180000,USD,180000,US,100,US,L +310,2022,EX,FT,Data Engineer,200000,USD,200000,US,100,US,M +291,2022,SE,FT,Data Analyst,120600,USD,120600,US,100,US,M +10,2020,EN,FT,Data Scientist,45000,EUR,51321,FR,0,FR,S +603,2022,SE,FT,Data Engineer,126000,USD,126000,US,100,US,M +156,2021,MI,FT,Data Scientist,160000,SGD,119059,SG,100,IL,M +463,2022,EN,FT,Data Scientist,1400000,INR,18442,IN,100,IN,M +315,2022,SE,FT,Data Scientist,165220,USD,165220,US,100,US,M +477,2022,SE,FT,Machine Learning Engineer,220000,USD,220000,US,100,US,M +402,2022,SE,FT,Data Analyst,115934,USD,115934,US,0,US,M +45,2020,EN,PT,ML Engineer,14000,EUR,15966,DE,100,DE,S +292,2022,MI,FT,Data Scientist,130000,USD,130000,US,0,US,M +99,2021,MI,FT,Computer Vision Software Engineer,81000,EUR,95746,DE,100,US,S +273,2021,EN,FT,Machine Learning Engineer,85000,USD,85000,NL,100,DE,S +352,2022,SE,FT,Data Scientist,167000,USD,167000,US,100,US,M +187,2021,EX,FT,Data Science Consultant,59000,EUR,69741,FR,100,ES,S +350,2022,SE,FT,Data Science Manager,161342,USD,161342,US,100,US,M +555,2022,SE,FT,Data Engineer,160000,USD,160000,US,100,US,M +403,2022,SE,FT,Data Analyst,81666,USD,81666,US,0,US,M +87,2021,MI,FT,Data Analytics Engineer,110000,USD,110000,US,100,US,L +34,2020,MI,FT,Data Analyst,41000,EUR,46759,FR,50,FR,L +228,2021,SE,FT,Data Scientist,135000,USD,135000,US,0,US,L +4,2020,SE,FT,Machine Learning Engineer,150000,USD,150000,US,50,US,L +559,2022,SE,FT,Data Scientist,140400,USD,140400,US,0,US,M +1,2020,SE,FT,Machine Learning Scientist,260000,USD,260000,JP,0,JP,S +27,2020,SE,FT,Data Engineer,720000,MXN,33511,MX,0,MX,S +200,2021,MI,FT,Data Scientist,52000,EUR,61467,DE,50,AT,M +182,2021,MI,FT,Data Engineer,22000,EUR,26005,RO,0,US,L +188,2021,SE,FT,Data Engineer,65000,EUR,76833,RO,50,GB,S +458,2022,MI,FT,Business Data Analyst,1400000,INR,18442,IN,100,IN,M +90,2021,SE,FT,Marketing Data Analyst,75000,EUR,88654,GR,100,DK,L +58,2020,SE,FT,Data Scientist,120000,USD,120000,US,50,US,L +141,2021,SE,FT,Data Science Manager,240000,USD,240000,US,0,US,L +33,2020,MI,FT,Research Scientist,450000,USD,450000,US,0,US,M +48,2020,MI,FT,Data Scientist,105000,USD,105000,US,100,US,L +19,2020,MI,FT,Lead Data Engineer,56000,USD,56000,PT,100,US,M +380,2022,SE,FT,Data Engineer,136994,USD,136994,US,100,US,M +66,2020,EN,FT,Data Scientist,43200,EUR,49268,DE,0,DE,S +112,2021,SE,FT,Lead Data Engineer,75000,GBP,103160,GB,100,GB,S +12,2020,EN,FT,Data Scientist,35000,EUR,39916,FR,0,FR,M +345,2022,SE,FT,Data Engineer,156600,USD,156600,US,100,US,M +86,2021,EN,FT,Data Analyst,50000,EUR,59102,FR,50,FR,M +585,2022,SE,FT,Data Analyst,110925,USD,110925,US,100,US,M +163,2021,EN,FT,Data Science Consultant,54000,EUR,63831,DE,50,DE,L +581,2022,SE,FT,Data Analyst,106260,USD,106260,US,100,US,M +109,2021,EN,FT,Data Engineer,2250000,INR,30428,IN,100,IN,L +554,2022,SE,FT,Data Engineer,200100,USD,200100,US,100,US,M +595,2022,SE,FT,Data Analytics Manager,109280,USD,109280,US,100,US,M +552,2022,SE,FT,Data Scientist,176000,USD,176000,US,100,US,M +238,2021,EN,FT,Data Scientist,4000,USD,4000,VN,0,VN,M +295,2022,MI,FT,Data Engineer,150000,USD,150000,US,100,US,M +207,2021,SE,FT,Data Engineer,165000,USD,165000,US,0,US,M +531,2022,MI,FT,Data Analyst,75000,USD,75000,CA,0,CA,M +343,2022,EX,FT,Head of Data Science,167875,USD,167875,US,100,US,M +508,2022,EN,FT,Research Scientist,120000,USD,120000,US,100,US,L +246,2021,EN,FT,Data Scientist,31000,EUR,36643,FR,50,FR,L +478,2022,MI,FT,Data Scientist,200000,USD,200000,US,100,US,M +247,2021,MI,FT,Data Engineer,108000,TRY,12103,TR,0,TR,M +20,2020,MI,FT,Machine Learning Engineer,299000,CNY,43331,CN,0,CN,M +460,2022,MI,FT,Machine Learning Infrastructure Engineer,53000,EUR,58255,PT,50,PT,L +127,2021,MI,FT,Data Scientist,700000,INR,9466,IN,0,IN,S +474,2022,MI,FT,Data Scientist,140000,GBP,183228,GB,0,GB,M +517,2022,MI,FT,Data Engineer,62000,EUR,68147,FR,100,FR,M +113,2021,EN,PT,AI Scientist,12000,USD,12000,PK,100,US,M +148,2021,SE,FT,Data Engineering Manager,153000,USD,153000,US,100,US,L +205,2021,MI,FT,Data Scientist,69600,BRL,12901,BR,0,BR,S +546,2022,SE,FT,Data Engineer,110500,USD,110500,US,100,US,M +330,2022,SE,FT,Data Analyst,112900,USD,112900,US,100,US,M +314,2022,MI,FT,Data Engineer,40000,GBP,52351,GB,0,GB,M +583,2022,SE,FT,Data Engineer,160080,USD,160080,US,100,US,M +131,2021,EN,FT,Data Scientist,42000,EUR,49646,FR,50,FR,M +579,2022,SE,FT,Data Engineer,25000,USD,25000,US,100,US,M +452,2022,EX,FT,Director of Data Science,250000,CAD,196979,CA,50,CA,L +62,2020,EN,PT,Data Scientist,19000,EUR,21669,IT,50,IT,S +257,2021,SE,FT,Principal Data Scientist,147000,EUR,173762,DE,100,DE,M +523,2022,SE,FT,Data Analytics Lead,405000,USD,405000,US,100,US,L +462,2022,MI,PT,Data Engineer,50000,EUR,54957,DE,50,DE,L +40,2020,MI,FT,Data Scientist,45760,USD,45760,PH,100,US,S +420,2022,MI,FT,Machine Learning Scientist,112300,USD,112300,US,100,US,L +336,2022,MI,FT,Data Analyst,167000,USD,167000,US,100,US,M +513,2022,SE,FT,Machine Learning Engineer,65000,EUR,71444,IE,100,IE,S +450,2022,SE,FT,Data Engineer,80000,USD,80000,US,100,US,M +177,2021,MI,FT,Data Scientist,30400000,CLP,40038,CL,100,CL,L +422,2022,MI,FT,Data Science Manager,159000,USD,159000,US,100,US,M +263,2021,SE,FT,Machine Learning Engineer,4900000,INR,66265,IN,0,IN,L +103,2021,MI,FT,Data Analyst,62000,USD,62000,US,0,US,L +545,2022,SE,FT,Data Engineer,115000,USD,115000,US,100,US,M +278,2021,SE,FT,Data Scientist,180000,TRY,20171,TR,50,TR,L +270,2021,EN,FT,Data Engineer,72500,USD,72500,US,100,US,L +250,2021,MI,FT,Data Scientist,115000,USD,115000,US,50,US,L +5,2020,EN,FT,Data Analyst,72000,USD,72000,US,100,US,L +118,2021,EN,FT,Data Analyst,90000,USD,90000,US,100,US,S +252,2021,EX,FT,Principal Data Engineer,600000,USD,600000,US,100,US,L +114,2021,MI,FT,Data Engineer,38400,EUR,45391,NL,100,NL,L +369,2022,SE,FT,Data Scientist,170000,USD,170000,US,100,US,M +221,2021,MI,FT,Data Scientist,85000,GBP,116914,GB,50,GB,L +572,2022,SE,FT,Data Analyst,100000,USD,100000,US,100,US,M +302,2022,SE,FT,Data Scientist,146000,USD,146000,US,100,US,M +155,2021,SE,FT,Data Science Engineer,159500,CAD,127221,CA,50,CA,L +427,2022,MI,FT,Data Engineer,45000,EUR,49461,ES,100,ES,M +193,2021,SE,FT,Data Science Manager,174000,USD,174000,US,100,US,L +365,2022,SE,FT,Data Scientist,138600,USD,138600,US,100,US,M +13,2020,MI,FT,Lead Data Analyst,87000,USD,87000,US,100,US,L +437,2022,MI,FT,Data Engineer,80000,EUR,87932,GR,100,GR,M +69,2020,SE,FT,Data Scientist,80000,EUR,91237,AT,0,AT,S +538,2022,MI,FT,Data Scientist,141300,USD,141300,US,0,US,M +253,2021,EN,FT,Data Scientist,2100000,INR,28399,IN,100,IN,M +136,2021,MI,FT,ML Engineer,7000000,JPY,63711,JP,50,JP,S +38,2020,EN,FT,Data Analyst,10000,USD,10000,NG,100,NG,S +526,2022,MI,FT,Data Scientist,78000,USD,78000,US,100,US,M +159,2021,EN,FT,Machine Learning Engineer,125000,USD,125000,US,100,US,S +57,2020,MI,FT,Data Scientist,118000,USD,118000,US,100,US,M +157,2021,MI,FT,Applied Machine Learning Scientist,423000,USD,423000,US,50,US,L +42,2020,MI,FT,Machine Learning Infrastructure Engineer,44000,EUR,50180,PT,0,PT,M +245,2021,MI,FT,Data Engineer,52500,GBP,72212,GB,50,GB,L +338,2022,SE,FT,Data Analyst,136600,USD,136600,US,100,US,M +578,2022,SE,FT,Data Engineer,100000,USD,100000,US,100,US,M +594,2022,SE,FT,Data Analytics Manager,150260,USD,150260,US,100,US,M +446,2022,SE,FT,Data Engineer,209100,USD,209100,US,100,US,L +562,2022,SE,FT,Data Engineer,175100,USD,175100,US,100,US,M +525,2022,SE,FT,Applied Data Scientist,177000,USD,177000,US,100,US,L +551,2022,SE,FT,Data Scientist,140400,USD,140400,US,0,US,L +329,2022,MI,FT,Data Analyst,115500,USD,115500,US,100,US,M +298,2022,SE,FT,Data Scientist,136620,USD,136620,US,100,US,M +378,2022,SE,FT,Data Architect,208775,USD,208775,US,100,US,M +453,2022,MI,FT,Machine Learning Engineer,120000,USD,120000,US,100,US,S +206,2021,SE,FT,Machine Learning Engineer,200000,USD,200000,US,100,US,L +213,2021,EN,FT,Big Data Engineer,435000,INR,5882,IN,0,CH,L 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+324,2022,SE,FT,Data Scientist,120000,USD,,US,0,US,L diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_001.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_001.json new file mode 100644 index 0000000000000000000000000000000000000000..74de7e7664e45f544bd00928f40724b435de2ed2 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_001.json @@ -0,0 +1,53 @@ +{ + "id": "001", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "For diamond ID 35616, with its 0.3 carats, Premium cut, I color, and VS1 clarity, the current specs are a depth of 61.7, a table of 59.0, and dimensions of 4.26 by 4.3 by 2.64 mm. Priced at $473. To optimize its symmetry, a slight recalibration of the facets could bring the depth to 61.6, the table to 60.0, and the x-length to 4.27 mm. It's a fussy process, though. Tell me if this refinement is likely to result in a meaningfully higher price.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "0.3", + "z": "2.64", + "y": "4.3", + "x": "4.26", + "table": "59.0", + "depth": "61.7", + "#": "", + "cut": "Premium", + "color": "I", + "clarity": "VS1", + "price": "473" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "0.3", + "z": "2.64", + "y": "4.3", + "x": "4.27", + "table": "60.0", + "depth": "61.6", + "#": "", + "cut": "Premium", + "color": "I", + "clarity": "VS1", + "price": "473" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "same" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_002.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_002.json new file mode 100644 index 0000000000000000000000000000000000000000..9cc34f0a7a532cff01ed471e7cc121ba2e533b11 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_002.json @@ -0,0 +1,53 @@ +{ + "id": "002", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "Facing a decision on diamond 40367: an Ideal cut, E color stone with VVS1 clarity. It measures 4.43 x 4.48 x 2.73 mm, has a 61.3 depth and a 56.0 table, all for a 0.33 carat weight priced at $1130. To make it more budget-friendly for a specific client, a proposal is on the table to have it recertified with a slightly different grading, which would list clarity as VS1, depth as 61.1, and length as 4.45. Our historical transaction logs, which you have, should show how such subtle shifts in specs have played out. Does this adjustment typically lead to a lower final sale price?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "0.33", + "z": "2.73", + "y": "4.48", + "x": "4.43", + "table": "56.0", + "depth": "61.3", + "#": "", + "cut": "Ideal", + "color": "E", + "clarity": "VVS1", + "price": "1130" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "0.33", + "z": "2.73", + "y": "4.48", + "x": "4.45", + "table": "56.0", + "depth": "61.1", + "#": "", + "cut": "Ideal", + "color": "E", + "clarity": "VS1", + "price": "850" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_003.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_003.json new file mode 100644 index 0000000000000000000000000000000000000000..b232c3d237918f9167605d54fe85dcf897bd1585 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_003.json @@ -0,0 +1,53 @@ +{ + "id": "003", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "This diamond has been in the family for a while. It's a 0.71 carat stone with an Ideal cut, the best D color, and VS1 clarity. The depth is 61.7, the table width is 56.0, and its dimensions are 5.71 by 5.74 by 3.53 mm. It's currently valued at $4,380. I'm thinking of having it slightly recut to improve its symmetry, which the jeweler says would reduce the carat weight to exactly 0.7 but increase the table to 57.0 for better light performance. I've shared the archive of past diamond sales and specs with you. After all that work, will this recut plan actually get me a better price than just leaving it as is?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "0.71", + "z": "3.53", + "y": "5.74", + "x": "5.71", + "table": "56.0", + "depth": "61.7", + "#": "", + "cut": "Ideal", + "color": "D", + "clarity": "VS1", + "price": "4380" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "0.7", + "z": "3.53", + "y": "5.74", + "x": "5.71", + "table": "57.0", + "depth": "61.7", + "#": "", + "cut": "Ideal", + "color": "D", + "clarity": "VS1", + "price": "3419" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_004.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_004.json new file mode 100644 index 0000000000000000000000000000000000000000..5c9813b54817dade1b335cf14ccf31ae6e122fe0 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_004.json @@ -0,0 +1,53 @@ +{ + "id": "004", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "The certificate for this diamond lists it: 0.55 carats, Ideal cut, G color, SI2 clarity, 62.1 depth, a 56 table, and measurements of 5.25, 5.28, and 3.27 mm, valued at $1,173. By having it professionally repolished to improve its symmetry—targeting a depth of 62.5% and reducing the width to 5.22 mm—the process could also dramatically improve the apparent clarity to VVS2. I need to know if this meticulous effort will translate into a price that justifies the trouble.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "0.55", + "z": "3.27", + "y": "5.28", + "x": "5.25", + "table": "56.0", + "depth": "62.1", + "#": "", + "cut": "Ideal", + "color": "G", + "clarity": "SI2", + "price": "1173" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "0.55", + "z": "3.27", + "y": "5.22", + "x": "5.25", + "table": "56.0", + "depth": "62.5", + "#": "", + "cut": "Ideal", + "color": "G", + "clarity": "VVS2", + "price": "2129" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_005.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_005.json new file mode 100644 index 0000000000000000000000000000000000000000..25f88d1fae1370fd7fd88673cb87bdffb5683804 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_005.json @@ -0,0 +1,53 @@ +{ + "id": "005", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "This diamond is a 0.72-carat stone with an Ideal cut and a G color grade. Its clarity is rated SI2, the depth is 61.8 percent, and the table width is 56.0. The measurements are 5.72 mm in length, 5.76 mm in width, and 3.55 mm in depth. Right now, it's priced at $2,501. I'm thinking of having it professionally re-polished to improve the internal clarity from SI2 up to VS1, which should make it look much cleaner. During that process, the jeweler mentioned they might need to adjust the length very slightly to 5.74 mm to perfect the symmetry. After all that work, will this plan actually get me a significantly better price compared to just leaving it as is?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "0.72", + "z": "3.55", + "y": "5.76", + "x": "5.72", + "table": "56.0", + "depth": "61.8", + "#": "", + "cut": "Ideal", + "color": "G", + "clarity": "SI2", + "price": "2501" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "0.72", + "z": "3.55", + "y": "5.76", + "x": "5.74", + "table": "56.0", + "depth": "61.8", + "#": "", + "cut": "Ideal", + "color": "G", + "clarity": "VS1", + "price": "3478" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_006.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_006.json new file mode 100644 index 0000000000000000000000000000000000000000..30c1ba848cbfda9fcb95f3b9399c275e5b9dc58b --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_006.json @@ -0,0 +1,53 @@ +{ + "id": "006", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "There's a hesitation about investing more into diamond. It currently sits as a 0.32 carat, G color, SI2 clarity stone with an Ideal cut. The measurements are quite specific: 61.6 depth, a 56 table, and length, width, and depth of 4.4, 4.43, and 2.72 mm respectively, carrying a $459 tag. The considered action involves a costly clarity enhancement procedure to achieve a flawless IF rating, coupled with a precision adjustment to bring the table down to 55.0. By providing the historical transaction logs, the hope is for a data-informed perspective. Does undergoing this meticulous process promise a worthwhile increase in its market value?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "0.32", + "z": "2.72", + "y": "4.43", + "x": "4.4", + "table": "56.0", + "depth": "61.6", + "#": "", + "cut": "Ideal", + "color": "G", + "clarity": "SI2", + "price": "459" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "0.32", + "z": "2.72", + "y": "4.43", + "x": "4.4", + "table": "55.0", + "depth": "61.6", + "#": "", + "cut": "Ideal", + "color": "G", + "clarity": "IF", + "price": "918" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_007.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_007.json new file mode 100644 index 0000000000000000000000000000000000000000..38cabfbe06b6121190e2c0e0c8cb20ae791ef164 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_007.json @@ -0,0 +1,53 @@ +{ + "id": "007", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "The family diamond has these exact specs: a 0.55 carat weight, an Ideal cut, an E color rating, and SI1 clarity. Its depth percentage is 60.9, the table width is 56.0, and it's 5.28 mm long, 5.32 mm wide, and 3.23 mm deep. The insurance valuation is $1,448. To potentially increase that, a master cutter has offered to rework the crown slightly to improve the color appearance to D and refine the proportions, resulting in a table of 57.0 and a new length of 5.29 mm. I've given you access to all our past appraisal data. Tell me if going through with this recutting will meaningfully improve the final price.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "0.55", + "z": "3.23", + "y": "5.32", + "x": "5.28", + "table": "56.0", + "depth": "60.9", + "#": "", + "cut": "Ideal", + "color": "E", + "clarity": "SI1", + "price": "1448" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "0.55", + "z": "3.23", + "y": "5.32", + "x": "5.29", + "table": "57.0", + "depth": "60.9", + "#": "", + "cut": "Ideal", + "color": "D", + "clarity": "SI1", + "price": "1840" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_008.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_008.json new file mode 100644 index 0000000000000000000000000000000000000000..200938b77b9b2f4eef1ed2ddc34d147647dd1329 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_008.json @@ -0,0 +1,53 @@ +{ + "id": "008", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "Looking at this diamond the specs show a 0.3 carat Ideal cut, G color, VVS2 clarity, 62.7 depth, a 57.0 table, and dimensions of 4.29 x 4.26 x 2.68mm for $878. There’s an option to upgrade it by having the color re-graded to E after a specialized cleaning process, recalibrating the depth to 62.3, and slightly adjusting the width to 4.32mm during re-setting. It sounds like a fuss, but does this plan translate to a significantly better price?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "0.3", + "z": "2.68", + "y": "4.26", + "x": "4.29", + "table": "57.0", + "depth": "62.7", + "#": "", + "cut": "Ideal", + "color": "G", + "clarity": "VVS2", + "price": "878" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "0.3", + "z": "2.68", + "y": "4.32", + "x": "4.29", + "table": "57.0", + "depth": "62.3", + "#": "", + "cut": "Ideal", + "color": "E", + "clarity": "VVS2", + "price": "766" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_009.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_009.json new file mode 100644 index 0000000000000000000000000000000000000000..a667d77114883f65237ca29463c4f96d140abb2e --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_009.json @@ -0,0 +1,53 @@ +{ + "id": "009", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "My jeweler is holding diamond 35855: 0.32 carats, Ideal cut, E color, VVS1 clarity, 62.3 depth, and a 54.0 table. The exact size is 4.37 mm in length, 4.4 mm in width, and 2.73 mm in depth. The tag says $917. He suggested that if I'm willing to be flexible, he could recut the stone slightly to improve its light performance, a process that would alter the color grade to I and the clarity to VS1 due to the repolishing, and would change the table measurement to 56.0. It's a risky alteration on a stone that's already nice. I'm debating if I should bother. Tell me if going through with this recut will meaningfully change the final price.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "0.32", + "z": "2.73", + "y": "4.4", + "x": "4.37", + "table": "54.0", + "depth": "62.3", + "#": "", + "cut": "Ideal", + "color": "E", + "clarity": "VVS1", + "price": "917" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "0.32", + "z": "2.73", + "y": "4.4", + "x": "4.37", + "table": "56.0", + "depth": "62.3", + "#": "", + "cut": "Ideal", + "color": "I", + "clarity": "VS1", + "price": "471" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_010.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_010.json new file mode 100644 index 0000000000000000000000000000000000000000..c7b4c229a4a7360391d94d8524c00de8b5d3f6bb --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_010.json @@ -0,0 +1,53 @@ +{ + "id": "010", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Diamonds", + "table_path": "kaggle/Diamonds", + "query": "This diamond has been in the family for a while. It's a 1.2 carat stone with an Ideal cut, which is fantastic, and it's a D color—the absolute best, perfectly colorless. The clarity is SI1, the depth is 61.1%, the table is 56.0%, and the measurements are 6.86 mm by 6.89 mm by 4.2 mm. It was last appraised at $9,317. I'm considering having it professionally re-cut to improve the clarity from SI1 to VVS1, which would make it much cleaner, but the jeweler warned that process might slightly warm the color from D to an F. They also said they could adjust the table percentage down to 55.0% for better proportions. All the other specs, like the carat weight and the depth, would stay exactly the same. After all that work and expense, would the updated price be significantly higher than the current $9,317?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "carat": "1.2", + "z": "4.2", + "y": "6.89", + "x": "6.86", + "table": "56.0", + "depth": "61.1", + "#": "", + "cut": "Ideal", + "color": "D", + "clarity": "SI1", + "price": "9317" + } + }, + { + "scenario_id": "002", + "features": { + "carat": "1.2", + "z": "4.2", + "y": "6.89", + "x": "6.86", + "table": "55.0", + "depth": "61.1", + "#": "", + "cut": "Ideal", + "color": "F", + "clarity": "VVS1", + "price": "13088" + } + } + ], + "target_column": "price", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/current.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6986de6bcbbba161fa116cdd6a59ac29327f9c8 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/current.csv @@ -0,0 +1,21 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +35616,0.3,Premium,I,VS1,61.7,59.0,473,4.26,4.3,2.64 +35622,0.3,Premium,I,VS1,61.6,60.0,473,4.27,4.3,2.64 +40367,0.33,Ideal,E,VVS1,61.3,56.0,1130,4.43,4.48,2.73 +34040,0.33,Ideal,E,VS1,61.1,56.0,850,4.45,4.48,2.73 +8262,0.71,Ideal,D,VS1,61.7,56.0,4380,5.71,5.74,3.53 +3569,0.7,Ideal,D,VS1,61.7,57.0,3419,5.71,5.74,3.53 +40851,0.55,Ideal,G,SI2,62.1,56.0,1173,5.25,5.28,3.27 +49551,0.55,Ideal,G,VVS2,62.5,56.0,2129,5.25,5.22,3.27 +52356,0.72,Ideal,G,SI2,61.8,56.0,2501,5.72,5.76,3.55 +3859,0.72,Ideal,G,VS1,61.8,56.0,3478,5.74,5.76,3.55 +32639,0.32,Ideal,G,SI2,61.6,56.0,459,4.4,4.43,2.72 +35888,0.32,Ideal,G,IF,61.6,55.0,918,4.4,4.43,2.72 +43854,0.55,Ideal,E,SI1,60.9,56.0,1448,5.28,5.32,3.23 +47229,0.55,Ideal,D,SI1,60.9,57.0,1840,5.29,5.32,3.23 +34860,0.3,Ideal,G,VVS2,62.7,57.0,878,4.29,4.26,2.68 +31548,0.3,Ideal,E,VVS2,62.3,57.0,766,4.29,4.32,2.68 +35855,0.32,Ideal,E,VVS1,62.3,54.0,917,4.37,4.4,2.73 +34963,0.32,Ideal,I,VS1,62.3,56.0,471,4.37,4.4,2.73 +21161,1.2,Ideal,D,SI1,61.1,56.0,9317,6.86,6.89,4.2 +24742,1.2,Ideal,F,VVS1,61.1,55.0,13088,6.86,6.89,4.2 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/history.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..0aa3435c6a56a6b69f66c2b698d60f22045ba3f2 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/history.csv @@ -0,0 +1,53921 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +7379,0.97,Very Good,F,SI2,62.9,57.0,4223.0,6.28,6.31,3.96 +11194,1.0,Ideal,G,SI1,62.4,56.0,4956.0,6.41,6.34,3.98 +52547,0.65,Ideal,E,VS1,61.4,59.0,2533.0,5.53,5.57,3.41 +43622,0.46,Premium,F,VS1,60.5,58.0,1432.0,5.02,4.97,3.02 +6021,1.0,Fair,G,SI1,68.3,61.0,3965.0,6.02,5.93,4.08 +40940,0.25,Very Good,I,VVS2,62.1,56.0,500.0,4.03,4.05,2.51 +53508,0.71,Ideal,G,VS1,61.0,57.0,2686.0,5.77,5.74,3.51 +37187,0.32,Ideal,D,VS2,61.9,55.0,972.0,4.44,4.41,2.74 +52310,0.31,Ideal,D,SI1,62.3,56.0,548.0,4.32,4.35,2.7 +6906,1.04,Ideal,I,SI1,63.0,56.0,4135.0,6.49,6.39,4.06 +8715,0.37,Ideal,G,SI1,61.4,55.0,586.0,4.63,4.68,2.86 +47615,0.55,Ideal,F,VS1,61.9,56.0,1881.0,5.25,5.29,3.26 +53147,1.2,Fair,F,I1,65.7,56.0,2622.0,6.65,6.58,4.35 +48780,0.7,Premium,H,SI1,62.7,59.0,2020.0,5.68,5.63,3.55 +46868,0.53,Ideal,G,VS1,62.1,57.0,1813.0,5.18,5.16,3.21 +17625,1.39,Good,F,SI2,63.8,55.0,7096.0,7.08,7.05,4.51 +5150,1.01,Premium,I,SI2,59.6,62.0,3767.0,6.56,6.5,3.89 +5422,1.05,Ideal,I,SI1,60.4,57.0,3822.0,6.6,6.58,3.98 +50750,0.7,Very Good,E,SI2,63.2,56.0,2298.0,5.6,5.64,3.55 +31309,0.32,Ideal,D,VS2,61.0,57.0,758.0,4.42,4.46,2.71 +14969,1.5,Very Good,F,I1,63.2,57.0,6028.0,7.29,7.24,4.59 +5810,0.92,Premium,F,SI1,62.0,60.0,3910.0,6.26,6.19,3.86 +24488,1.51,Very Good,G,VS2,58.9,60.0,12756.0,7.47,7.55,4.42 +16252,1.14,Very Good,G,VS2,61.3,57.0,6500.0,6.69,6.78,4.13 +26326,1.71,Very Good,G,VS2,62.5,58.0,15829.0,7.56,7.66,4.76 +16669,1.06,Very Good,G,VS1,63.1,57.0,6663.0,6.42,6.49,4.07 +31620,0.24,Very Good,F,VS1,62.5,55.0,373.0,3.94,3.97,2.47 +24626,1.52,Premium,G,VS2,62.6,55.0,12958.0,7.39,7.28,4.59 +13846,1.19,Very Good,I,VS1,59.9,61.0,5644.0,6.85,6.91,4.12 +16750,1.04,Very Good,G,VS1,63.1,57.0,6669.0,6.39,6.44,4.05 +6032,0.25,Very Good,E,VVS1,60.2,59.0,575.0,4.11,4.13,2.48 +18201,1.52,Ideal,H,SI2,62.3,56.0,7388.0,7.34,7.24,4.54 +27748,1.51,Ideal,G,IF,61.7,55.0,18806.0,7.37,7.41,4.56 +15383,0.41,Good,J,VS2,64.3,55.0,606.0,4.66,4.7,3.01 +47222,0.8,Premium,J,SI1,61.4,57.0,1838.0,5.98,5.95,3.66 +51059,0.71,Premium,F,SI2,60.2,60.0,2331.0,5.8,5.77,3.48 +26708,0.32,Very Good,G,VS1,61.8,60.0,645.0,4.35,4.36,2.69 +53764,0.76,Very Good,G,VS2,59.8,58.0,2726.0,5.92,5.96,3.55 +53889,0.83,Premium,G,SI2,61.6,57.0,2749.0,6.06,6.02,3.72 +23645,3.65,Fair,H,I1,67.1,53.0,11668.0,9.53,9.48,6.38 +14951,1.0,Very Good,F,VS1,58.4,63.0,6021.0,6.58,6.47,3.81 +6497,0.9,Very Good,E,VS2,61.1,63.0,4062.0,6.2,6.17,3.78 +34919,0.34,Premium,F,VS2,61.2,59.0,880.0,4.52,4.47,2.75 +20136,1.2,Premium,G,VS1,61.4,60.0,8596.0,6.86,6.81,4.2 +26621,2.01,Very Good,I,VS2,59.6,58.0,16383.0,8.18,8.23,4.89 +21083,1.03,Ideal,F,VVS2,62.5,56.0,9254.0,6.46,6.53,4.06 +17783,1.24,Premium,F,SI1,61.6,59.0,7162.0,6.94,6.89,4.26 +28767,0.31,Ideal,E,VS2,61.9,55.0,680.0,4.34,4.38,2.7 +3989,0.82,Ideal,F,VS2,61.9,57.0,3514.0,5.96,5.99,3.7 +5553,0.9,Premium,E,SI2,61.6,59.0,3856.0,6.26,6.18,3.83 +38809,0.31,Premium,G,VVS1,61.1,58.0,1046.0,4.35,4.32,2.65 +12305,1.09,Ideal,H,SI1,61.1,57.0,5219.0,6.71,6.62,4.07 +41054,0.53,Very Good,H,SI1,61.7,55.0,1189.0,5.2,5.24,3.22 +31766,0.35,Ideal,E,VS1,61.1,55.0,773.0,4.56,4.58,2.79 +38867,0.4,Premium,F,VS1,61.4,58.0,1050.0,4.75,4.73,2.91 +49437,0.54,Ideal,F,VVS2,61.0,57.0,2109.0,5.26,5.3,3.22 +31534,0.34,Premium,G,VS2,62.4,59.0,765.0,4.47,4.41,2.77 +849,0.72,Ideal,H,VVS2,60.9,57.0,2869.0,5.79,5.77,3.52 +27188,2.01,Premium,I,SI1,60.2,59.0,17474.0,8.18,8.12,4.91 +17774,1.36,Ideal,F,SI2,62.0,56.0,7157.0,7.08,7.11,4.4 +11834,1.0,Premium,H,VS2,61.3,61.0,5096.0,6.44,6.38,3.93 +7574,0.9,Good,F,VS2,59.8,61.0,4253.0,6.18,6.22,3.71 +23041,1.57,Ideal,H,SI1,62.4,56.0,11068.0,7.42,7.45,4.64 +2465,0.71,Ideal,E,VS2,62.1,57.0,3191.0,5.71,5.75,3.56 +27052,0.33,Ideal,I,VVS1,62.2,54.0,646.0,4.43,4.45,2.76 +52262,0.74,Ideal,E,SI1,62.6,56.0,2489.0,5.74,5.7,3.58 +44218,0.57,Premium,F,SI1,61.8,57.0,1571.0,5.34,5.31,3.29 +50995,0.31,Premium,G,VS2,61.7,59.0,544.0,4.31,4.34,2.67 +6892,1.0,Ideal,I,SI1,61.6,59.0,4133.0,6.34,6.42,3.93 +19412,1.51,Ideal,J,VS1,61.6,58.0,8067.0,7.35,7.43,4.55 +18848,1.5,Good,F,SI2,62.9,59.0,7727.0,7.19,7.32,4.56 +31350,0.34,Ideal,E,VS2,61.8,54.0,760.0,4.49,4.5,2.78 +49264,0.7,Good,H,SI1,61.9,62.0,2088.0,5.57,5.61,3.46 +49771,0.5,Ideal,F,VVS2,62.2,54.0,2160.0,5.11,5.09,3.17 +17068,0.32,Premium,G,SI1,61.0,61.0,612.0,4.41,4.38,2.68 +10635,1.22,Premium,I,SI2,62.3,58.0,4831.0,6.8,6.85,4.25 +46214,0.57,Ideal,F,SI1,62.2,56.0,1751.0,5.33,5.31,3.31 +7315,1.02,Premium,H,SI2,60.9,59.0,4207.0,6.46,6.51,3.95 +5611,0.9,Very Good,E,SI2,59.4,58.0,3872.0,6.31,6.35,3.76 +50321,0.7,Ideal,I,VS2,61.9,53.2,2240.0,5.68,5.71,3.56 +12409,1.02,Ideal,D,SI2,62.0,58.0,5235.0,6.4,6.51,4.0 +46185,0.52,Very Good,F,VS1,63.2,57.0,1748.0,5.09,5.1,3.22 +46644,0.4,Very Good,J,SI1,61.4,58.0,526.0,4.76,4.79,2.93 +49201,0.72,Very Good,G,SI2,62.5,56.0,2079.0,5.68,5.71,3.56 +47784,0.52,Ideal,G,VVS2,61.3,56.0,1897.0,5.18,5.2,3.18 +26739,1.52,Good,F,VS1,63.4,60.0,16519.0,7.25,7.3,4.61 +52570,0.7,Ideal,H,SI1,60.6,57.0,2536.0,5.77,5.74,3.48 +7285,1.25,Premium,H,SI2,60.5,61.0,4200.0,6.97,6.91,4.2 +22308,1.1,Ideal,D,VS2,61.7,56.0,10350.0,6.63,6.67,4.1 +14624,1.25,Premium,H,VS2,61.9,58.0,5902.0,6.9,6.84,4.25 +15160,1.04,Very Good,G,VS2,62.3,54.0,6095.0,6.49,6.55,4.06 +48320,0.23,Ideal,G,VVS1,61.9,58.0,536.0,3.93,3.96,2.44 +17180,1.0,Ideal,E,VS2,61.7,54.0,6859.0,6.41,6.46,3.97 +33805,0.32,Very Good,G,VVS1,58.1,59.0,842.0,4.49,4.53,2.62 +6908,0.9,Very Good,H,VS1,61.5,59.0,4136.0,6.13,6.19,3.79 +37945,0.36,Good,I,SI1,63.1,57.0,486.0,4.51,4.55,2.86 +44287,0.52,Very Good,G,VS2,63.2,58.0,1577.0,5.12,5.1,3.23 +15955,1.27,Ideal,E,SI2,60.2,57.0,6383.0,7.09,7.14,4.28 +16275,1.02,Ideal,F,VS2,62.9,57.0,6509.0,6.42,6.33,4.01 +25198,2.04,Premium,H,SI2,62.8,57.0,13790.0,8.13,8.08,5.09 +20046,0.4,Ideal,D,SI2,62.0,55.0,625.0,4.71,4.77,2.94 +37820,0.32,Ideal,F,VVS2,61.3,56.0,1002.0,4.42,4.45,2.72 +23671,1.59,Good,F,SI1,63.6,57.0,11716.0,7.39,7.43,4.71 +25665,1.98,Ideal,I,SI1,62.6,55.0,14581.0,8.04,8.1,5.05 +31376,0.31,Good,G,VVS1,58.0,62.0,761.0,4.42,4.47,2.58 +45823,0.56,Good,F,VS1,58.6,62.0,1712.0,5.3,5.45,3.16 +40742,0.54,Very Good,E,SI2,61.9,58.0,1163.0,5.19,5.24,3.23 +43604,0.31,Good,E,SI1,63.4,55.0,507.0,4.26,4.29,2.71 +32220,0.31,Ideal,G,VVS1,61.8,54.0,789.0,4.38,4.42,2.72 +31288,0.33,Ideal,F,SI2,62.3,55.0,450.0,4.44,4.49,2.78 +959,0.8,Good,F,SI1,63.8,59.0,2890.0,5.87,5.83,3.73 +28944,0.3,Ideal,G,VVS2,62.2,55.0,684.0,4.29,4.33,2.68 +25787,2.02,Ideal,J,VS2,61.8,57.0,14766.0,8.11,8.14,5.02 +46477,0.29,Fair,F,SI1,55.8,60.0,1776.0,4.48,4.41,2.48 +42368,0.51,Very Good,E,SI1,61.2,61.0,1304.0,5.13,5.16,3.15 +46975,0.23,Very Good,F,VVS2,59.6,57.0,530.0,3.98,4.0,2.38 +21477,1.23,Premium,G,VS1,59.8,57.0,9574.0,6.99,6.96,4.17 +49397,0.5,Ideal,G,IF,61.5,56.0,2104.0,5.11,5.14,3.15 +5082,0.9,Fair,D,SI1,65.7,65.0,3751.0,6.06,5.94,3.94 +45684,0.5,Ideal,F,VS1,61.2,56.0,1695.0,5.13,5.17,3.15 +3440,0.9,Very Good,H,SI1,62.3,63.0,3387.0,6.13,6.06,3.8 +38097,0.36,Premium,E,VS2,59.3,59.0,1013.0,4.68,4.6,2.75 +6639,1.01,Premium,E,SI2,60.8,58.0,4089.0,6.49,6.46,3.94 +38610,0.46,Ideal,I,VVS2,62.7,56.0,1040.0,4.9,4.93,3.08 +48822,0.7,Very Good,I,SI1,61.4,57.0,2028.0,5.72,5.75,3.52 +44716,0.5,Premium,D,VS2,61.3,59.0,1614.0,5.09,5.04,3.11 +52759,0.72,Very Good,E,SI1,62.0,57.0,2562.0,5.73,5.76,3.56 +40772,0.46,Fair,D,VS1,67.3,61.0,1166.0,4.81,4.71,3.21 +9444,1.0,Ideal,D,SI1,63.0,56.0,4592.0,6.33,6.28,3.97 +3282,0.91,Premium,G,SI2,61.3,60.0,3363.0,6.2,6.17,3.79 +212,0.77,Premium,G,VS2,61.2,58.0,2780.0,5.9,5.93,3.62 +27960,0.27,Ideal,I,VS1,62.2,54.0,432.0,4.16,4.2,2.6 +22674,1.63,Very Good,H,SI1,62.5,58.0,10721.0,7.47,7.55,4.69 +17538,1.0,Ideal,F,VS1,61.7,55.0,7056.0,6.42,6.39,3.95 +5023,0.74,Ideal,D,VS1,61.7,55.0,3746.0,5.85,5.79,3.59 +39013,0.43,Premium,D,VS2,60.2,59.0,1056.0,4.88,4.92,2.95 +16561,1.04,Ideal,G,VS2,61.6,55.0,6617.0,6.51,6.55,4.02 +5495,1.02,Good,D,SI2,58.9,65.0,3842.0,6.59,6.54,3.87 +21616,1.71,Very Good,J,VS1,61.2,59.0,9707.0,7.65,7.72,4.7 +35892,0.32,Ideal,G,IF,61.3,56.0,918.0,4.4,4.44,2.71 +10243,1.11,Premium,H,SI1,58.9,59.0,4748.0,6.82,6.76,4.0 +27147,2.39,Ideal,J,VS1,62.1,57.0,17365.0,8.53,8.57,5.31 +49597,0.71,Very Good,I,VVS2,61.9,58.0,2137.0,5.72,5.75,3.55 +39604,0.31,Ideal,H,SI1,62.0,53.9,491.0,4.35,4.39,2.7 +47716,0.51,Good,G,VVS2,57.6,56.0,1885.0,5.27,5.35,3.06 +50907,0.71,Fair,I,VS1,57.1,57.0,2318.0,5.87,5.9,3.36 +30016,0.4,Very Good,F,SI1,61.7,62.0,717.0,4.71,4.76,2.92 +825,0.56,Very Good,D,VVS1,61.8,55.0,2866.0,5.27,5.31,3.27 +12733,1.23,Ideal,I,SI2,61.2,58.0,5315.0,6.86,6.9,4.21 +53471,0.75,Ideal,I,VS2,60.4,59.0,2680.0,5.86,5.9,3.55 +45259,0.46,Ideal,E,VVS1,62.6,57.0,1661.0,4.98,4.89,3.09 +12168,1.23,Ideal,J,SI1,61.3,54.0,5181.0,6.92,6.97,4.26 +3650,0.91,Very Good,E,SI2,58.5,60.0,3438.0,6.31,6.34,3.7 +26183,2.01,Premium,I,SI1,62.4,61.0,15528.0,8.01,7.99,4.99 +9221,1.04,Ideal,H,SI2,61.7,55.0,4557.0,6.49,6.53,4.02 +39326,0.3,Ideal,E,VVS1,61.7,57.0,1071.0,4.32,4.34,2.67 +26224,2.18,Ideal,I,SI1,61.2,56.0,15646.0,8.39,8.51,5.17 +10067,0.32,Very Good,H,SI1,63.5,57.0,591.0,4.39,4.34,2.77 +31143,0.38,Very Good,G,SI1,62.0,54.8,755.0,4.64,4.67,2.89 +23651,1.5,Very Good,H,VVS1,60.9,61.0,11688.0,7.36,7.39,4.49 +19129,1.5,Good,H,SI2,63.4,59.0,7897.0,7.2,7.25,4.58 +49222,0.68,Premium,G,VS2,61.6,59.0,2081.0,5.65,5.64,3.48 +35013,0.4,Premium,E,SI1,61.4,58.0,882.0,4.81,4.77,2.94 +26612,1.62,Ideal,E,VS2,61.4,57.0,16358.0,7.54,7.58,4.64 +14083,1.06,Very Good,D,SI1,59.4,57.0,5713.0,6.65,6.72,3.97 +21584,1.7,Very Good,J,VS1,63.6,58.0,9683.0,7.52,7.54,4.79 +20124,1.64,Premium,I,SI2,61.3,58.0,8587.0,7.58,7.62,4.66 +9837,1.01,Premium,D,SI2,58.3,59.0,4672.0,6.67,6.63,3.88 +18996,1.01,Premium,E,VS1,62.0,59.0,7821.0,6.38,6.42,3.97 +6631,1.0,Good,H,SI1,56.8,65.0,4086.0,6.61,6.49,3.72 +40013,0.7,Premium,I,I1,62.3,58.0,1107.0,5.69,5.55,3.51 +40822,0.39,Premium,G,VVS1,59.9,59.0,1170.0,4.75,4.73,2.84 +1232,0.79,Very Good,E,SI2,59.2,59.0,2941.0,6.04,6.06,3.58 +33681,0.3,Ideal,E,VVS2,61.3,54.0,837.0,4.34,4.37,2.67 +4972,1.51,Fair,F,I1,67.5,56.0,3734.0,7.17,7.05,4.8 +29528,0.3,Ideal,E,VS1,62.5,54.0,703.0,4.27,4.32,2.69 +43021,0.52,Premium,F,SI1,61.1,59.0,1370.0,5.21,5.17,3.17 +39857,0.52,Ideal,G,SI2,61.1,56.0,1100.0,5.19,5.22,3.18 +17403,1.09,Ideal,H,SI1,61.4,56.0,6970.0,6.61,6.64,4.07 +32481,0.3,Ideal,E,VS2,61.8,55.0,795.0,4.34,4.36,2.69 +50857,0.78,Fair,F,SI2,64.6,53.0,2312.0,5.83,5.78,3.75 +32556,0.32,Ideal,F,VVS2,61.2,57.0,800.0,4.42,4.44,2.71 +38981,0.36,Good,E,IF,57.7,54.0,1053.0,4.74,4.79,2.75 +18360,1.11,Ideal,G,VS2,62.0,56.0,7472.0,6.62,6.65,4.12 +23542,1.1,Ideal,D,VVS2,62.2,57.0,11550.0,6.58,6.54,4.08 +6886,1.06,Very Good,I,SI2,62.8,56.0,4132.0,6.47,6.55,4.09 +45217,0.51,Ideal,E,VS2,61.9,55.0,1656.0,5.13,5.17,3.19 +42947,0.3,Very Good,F,SI2,63.4,56.0,506.0,4.29,4.26,2.71 +1951,0.84,Premium,E,SI2,59.2,59.0,3086.0,6.19,6.14,3.65 +27522,2.52,Premium,I,SI1,58.5,59.0,18252.0,8.9,8.87,5.2 +39863,0.38,Ideal,F,VVS1,62.3,54.1,1101.0,4.63,4.66,2.9 +53179,0.71,Ideal,E,VS2,61.8,57.0,2630.0,5.7,5.73,3.53 +16124,1.5,Premium,H,SI2,61.8,57.0,6443.0,7.34,7.31,4.53 +8036,0.9,Premium,E,VS2,62.9,58.0,4334.0,6.15,6.12,3.86 +23928,1.5,Ideal,H,VS1,61.2,56.0,12055.0,7.39,7.4,4.52 +45023,0.54,Ideal,H,VS1,62.7,57.0,1637.0,5.23,5.17,3.26 +21053,0.31,Very Good,G,VS1,62.4,59.0,625.0,4.32,4.34,2.7 +27478,2.01,Very Good,H,SI1,59.1,58.0,18149.0,8.29,8.36,4.92 +31730,0.31,Ideal,G,VVS1,60.8,56.0,772.0,4.41,4.43,2.69 +16005,1.27,Ideal,H,SI2,61.8,57.0,6403.0,6.93,6.96,4.29 +35501,0.41,Premium,E,SI1,59.3,61.0,904.0,4.84,4.8,2.86 +34114,0.35,Ideal,G,VVS1,61.8,54.5,853.0,4.54,4.58,2.82 +33161,0.31,Ideal,E,VVS2,61.6,55.0,816.0,4.35,4.38,2.69 +44014,0.51,Premium,G,VS2,62.7,58.0,1546.0,5.12,5.09,3.2 +12629,1.0,Premium,F,SI1,62.6,60.0,5292.0,6.32,6.3,3.95 +20596,1.66,Very Good,I,SI1,63.0,57.0,8901.0,7.45,7.5,4.71 +15768,1.34,Ideal,D,I1,61.7,55.0,6303.0,7.12,7.08,4.38 +16131,1.14,Premium,F,SI1,61.1,58.0,6448.0,6.77,6.72,4.12 +4331,1.01,Ideal,J,SI1,60.5,56.0,3599.0,6.49,6.53,3.94 +34451,0.32,Premium,I,IF,60.3,58.0,864.0,4.45,4.41,2.67 +43921,0.23,Premium,E,VS1,61.8,60.0,513.0,3.95,3.91,2.43 +25767,2.01,Very Good,H,SI1,63.5,57.0,14725.0,7.96,7.88,5.03 +38754,0.41,Ideal,F,VVS2,61.8,55.0,1044.0,4.77,4.81,2.96 +41128,0.52,Premium,G,SI2,61.5,59.0,1196.0,5.19,5.15,3.18 +6010,0.91,Very Good,G,SI1,63.6,57.0,3961.0,6.09,6.12,3.88 +25512,1.5,Ideal,H,VVS1,61.2,57.0,14304.0,7.34,7.4,4.51 +21979,1.0,Very Good,F,IF,63.2,63.0,10046.0,6.26,6.24,3.95 +26663,2.1,Very Good,H,SI2,63.0,57.0,16479.0,8.08,8.13,5.11 +11248,1.28,Ideal,J,SI1,61.2,57.0,4967.0,7.02,6.96,4.28 +30178,0.38,Good,H,VS1,64.4,57.0,721.0,4.54,4.59,2.94 +15296,1.3,Very Good,H,SI2,62.8,58.0,6140.0,6.93,7.01,4.38 +15647,1.0,Good,E,VS2,63.8,58.0,6272.0,6.31,6.19,3.99 +43966,0.32,Good,H,SI2,63.8,56.0,517.0,4.38,4.36,2.79 +51066,0.78,Ideal,H,SI2,61.6,54.0,2332.0,5.94,5.88,3.64 +26305,1.7,Premium,E,SI1,60.1,58.0,15804.0,7.78,7.74,4.66 +12134,1.02,Premium,H,VS2,61.9,57.0,5171.0,6.5,6.4,3.99 +33990,0.42,Ideal,H,VS1,62.0,57.0,847.0,4.8,4.82,2.98 +34969,0.23,Very Good,E,VVS1,61.9,58.0,472.0,3.94,3.98,2.45 +52488,0.71,Ideal,G,SI1,59.7,60.0,2522.0,5.79,5.81,3.46 +26738,1.51,Premium,E,VS1,62.7,58.0,16518.0,7.25,7.33,4.57 +22226,1.53,Premium,I,VS1,61.2,59.0,10282.0,7.41,7.39,4.53 +9377,0.32,Premium,D,SI1,60.4,58.0,589.0,4.44,4.47,2.69 +42573,0.55,Ideal,I,VS2,58.5,62.0,1327.0,5.4,5.39,3.16 +35733,0.3,Ideal,D,VS2,62.8,57.0,911.0,4.31,4.29,2.7 +702,1.12,Premium,H,I1,59.1,61.0,2854.0,6.78,6.75,4.0 +36578,0.4,Very Good,G,VVS2,59.2,63.0,945.0,4.88,4.81,2.87 +29402,0.4,Very Good,G,SI1,62.9,57.0,699.0,4.69,4.72,2.96 +47564,0.51,Very Good,G,VVS2,61.7,58.0,1875.0,5.13,5.18,3.18 +8179,1.05,Ideal,J,SI2,61.3,56.0,4364.0,6.56,6.59,4.03 +11542,1.21,Good,I,VS2,64.1,61.0,5028.0,6.7,6.66,4.28 +26154,2.18,Premium,J,VS2,60.1,58.0,15465.0,8.46,8.41,5.07 +21246,1.5,Good,H,SI1,61.0,59.0,9394.0,7.31,7.39,4.48 +3476,1.01,Good,I,SI1,58.4,64.0,3394.0,6.51,6.48,3.79 +28171,0.39,Ideal,G,SI1,60.7,57.0,665.0,4.69,4.8,2.88 +51543,0.83,Premium,G,SI2,62.9,57.0,2386.0,5.99,5.96,3.76 +9103,1.01,Very Good,D,SI2,62.0,59.0,4528.0,6.36,6.4,3.96 +11416,1.5,Fair,H,SI2,66.0,64.0,5000.0,7.1,6.97,4.64 +6730,0.25,Premium,H,VVS1,59.8,59.0,577.0,4.09,4.07,2.44 +49564,0.53,Ideal,F,VVS2,61.6,55.0,2131.0,5.21,5.24,3.22 +6640,0.85,Ideal,E,SI1,63.0,56.0,4089.0,6.0,6.04,3.79 +8794,1.02,Premium,G,SI2,62.5,58.0,4471.0,6.4,6.43,4.01 +6745,0.33,Good,E,SI1,63.4,55.0,579.0,4.37,4.4,2.78 +30395,0.33,Ideal,H,VVS1,61.5,56.0,730.0,4.46,4.49,2.75 +51614,0.73,Very Good,E,SI2,59.3,57.0,2395.0,5.88,5.95,3.51 +21873,1.51,Very Good,E,SI2,62.3,62.0,9936.0,7.15,7.26,4.49 +50963,0.7,Very Good,E,SI2,60.8,57.0,2324.0,5.66,5.72,3.46 +11094,1.03,Ideal,G,SI1,61.9,56.0,4928.0,6.46,6.5,4.01 +8993,1.22,Premium,J,SI2,62.1,59.0,4509.0,6.82,6.77,4.22 +29199,0.44,Good,J,VS1,63.2,57.0,694.0,4.82,4.86,3.06 +37195,0.46,Ideal,I,VS1,62.3,56.0,974.0,4.96,4.93,3.08 +22882,1.29,Ideal,F,VS1,62.3,54.0,10923.0,7.0,6.93,4.34 +36742,0.32,Ideal,E,VVS1,61.6,56.0,954.0,4.41,4.42,2.72 +39265,0.38,Premium,G,VS1,61.9,56.0,1069.0,4.68,4.63,2.88 +1449,0.72,Ideal,E,SI1,61.0,56.0,2976.0,5.82,5.85,3.56 +3040,0.3,Very Good,G,VS1,60.2,62.0,565.0,4.3,4.31,2.59 +5383,0.34,Premium,G,SI2,62.8,59.0,574.0,4.47,4.45,2.8 +4120,0.9,Very Good,G,SI2,62.4,55.0,3539.0,6.13,6.17,3.84 +37373,0.4,Premium,F,VS1,61.4,58.0,982.0,4.73,4.75,2.91 +138,0.71,Premium,F,VS1,61.8,59.0,2765.0,5.69,5.73,3.53 +20742,1.55,Ideal,G,SI2,60.5,60.0,8981.0,7.46,7.49,4.52 +34680,0.38,Ideal,G,VVS2,60.7,57.0,873.0,4.7,4.73,2.86 +14314,1.0,Ideal,F,SI2,62.4,57.0,5798.0,6.37,6.42,3.99 +14877,1.15,Ideal,H,VS2,62.6,57.0,5989.0,6.75,6.69,4.21 +12664,1.16,Ideal,G,SI2,61.5,54.0,5301.0,6.78,6.75,4.16 +7320,1.01,Very Good,I,SI1,60.9,59.0,4207.0,6.39,6.45,3.91 +48689,0.71,Ideal,H,SI1,60.8,57.0,2006.0,5.77,5.81,3.52 +16061,1.01,Premium,F,VS2,59.2,60.0,6416.0,6.51,6.54,3.86 +46722,0.61,Premium,H,VS1,59.6,61.0,1793.0,5.53,5.44,3.27 +50971,0.31,Very Good,H,VS1,62.4,58.0,544.0,4.28,4.34,2.69 +6169,1.08,Premium,F,SI2,62.7,58.0,3992.0,6.53,6.49,4.08 +44711,0.61,Premium,D,SI1,61.6,58.0,1614.0,5.37,5.34,3.3 +39570,0.44,Ideal,G,VVS2,61.8,56.0,1081.0,4.9,4.94,3.04 +32022,0.41,Very Good,H,SI1,58.1,61.0,778.0,4.91,4.97,2.87 +28565,0.3,Ideal,H,VS1,62.2,57.0,675.0,4.3,4.28,2.67 +5550,1.02,Good,I,SI2,63.6,56.0,3856.0,6.4,6.37,4.06 +47816,0.57,Fair,F,VVS2,65.2,56.2,1902.0,5.19,5.23,3.4 +7939,1.05,Very Good,G,SI2,63.2,54.0,4318.0,6.52,6.49,4.11 +46377,0.51,Very Good,G,VVS2,62.2,56.0,1762.0,5.1,5.13,3.18 +14517,1.01,Premium,G,VS2,60.7,61.0,5864.0,6.46,6.42,3.91 +52987,0.71,Ideal,H,VVS2,61.5,54.0,2594.0,5.74,5.8,3.55 +52522,0.58,Ideal,G,IF,62.1,56.0,2528.0,5.35,5.37,3.32 +10958,1.0,Very Good,F,SI2,62.6,59.0,4901.0,6.34,6.38,3.98 +18281,1.26,Ideal,H,VS2,61.7,56.0,7424.0,6.95,6.89,4.27 +14774,1.01,Premium,G,VS2,59.0,61.0,5946.0,6.62,6.56,3.89 +42591,0.65,Very Good,H,SI2,62.0,56.0,1331.0,5.53,5.56,3.44 +9438,1.0,Good,H,VVS2,59.5,64.0,4592.0,6.44,6.41,3.82 +15453,1.0,Good,G,VS1,63.9,60.0,6187.0,6.3,6.35,4.04 +14975,1.27,Very Good,I,VS2,63.3,63.0,6031.0,6.87,6.82,4.33 +21893,1.5,Very Good,I,VS2,63.8,59.0,9960.0,7.29,7.23,4.63 +1222,0.81,Ideal,I,VS2,61.8,56.0,2939.0,6.02,5.99,3.71 +5063,0.34,Premium,F,SI2,61.7,61.0,574.0,4.48,4.44,2.75 +43360,0.58,Very Good,G,SI1,59.3,59.0,1408.0,5.46,5.51,3.25 +35633,0.3,Good,I,VS1,63.4,54.0,473.0,4.29,4.32,2.73 +30445,0.29,Very Good,F,VVS1,62.1,55.0,731.0,4.26,4.28,2.65 +38473,0.38,Very Good,G,VS1,60.7,55.0,1031.0,4.71,4.74,2.87 +3054,0.27,Ideal,G,IF,61.6,57.0,566.0,4.18,4.21,2.58 +22059,1.51,Good,G,SI1,63.3,58.0,10085.0,7.2,7.26,4.58 +4400,0.31,Very Good,D,SI1,60.2,56.0,571.0,4.37,4.4,2.64 +42684,0.5,Very Good,H,VS2,62.3,57.0,1337.0,5.03,5.12,3.16 +39724,0.5,Good,E,SI1,63.7,59.0,1090.0,5.07,5.01,3.21 +41708,0.53,Premium,F,SI2,62.5,57.0,1242.0,5.17,5.11,3.21 +5565,1.0,Premium,F,SI2,60.4,58.0,3858.0,6.47,6.44,3.9 +38218,0.43,Ideal,E,SI1,61.5,56.0,1016.0,4.9,4.85,3.0 +16985,1.25,Ideal,H,SI1,62.2,57.0,6783.0,6.9,6.86,4.28 +47031,0.57,Ideal,E,VS2,60.8,56.0,1819.0,5.4,5.35,3.27 +28780,0.4,Good,H,SI1,60.2,63.0,681.0,4.7,4.73,2.84 +21655,1.41,Ideal,H,VS1,60.7,56.0,9752.0,7.31,7.22,1.41 +8057,0.23,Very Good,F,VVS1,62.8,54.0,583.0,3.92,3.94,2.47 +13251,1.03,Ideal,E,SI1,62.1,56.0,5476.0,6.43,6.48,4.01 +34225,0.4,Premium,D,SI2,60.0,58.0,855.0,4.84,4.8,2.89 +34530,0.33,Ideal,G,VVS1,61.7,56.0,868.0,4.45,4.47,2.75 +45825,0.55,Ideal,I,VVS1,61.7,56.0,1712.0,5.29,5.24,3.25 +16242,1.01,Premium,G,VS1,62.6,59.0,6499.0,6.38,6.46,4.02 +27502,2.01,Premium,I,VS1,62.9,59.0,18206.0,8.03,7.94,5.02 +7754,0.64,Ideal,D,VVS1,61.5,56.0,4281.0,5.57,5.59,3.43 +32231,0.31,Ideal,G,VVS1,62.1,55.0,789.0,4.33,4.36,2.7 +9757,0.9,Premium,G,VS1,62.7,58.0,4661.0,6.06,6.15,3.83 +11839,1.2,Premium,I,SI1,61.4,57.0,5098.0,6.87,6.8,4.2 +21620,1.12,Ideal,E,VS2,61.9,56.0,9710.0,6.65,6.68,4.13 +532,0.7,Very Good,D,VS2,63.3,56.0,2826.0,5.6,5.58,3.54 +24695,0.3,Very Good,G,VVS2,60.4,60.0,638.0,4.3,4.34,2.61 +32776,0.34,Premium,D,SI1,62.7,59.0,803.0,4.45,4.42,2.78 +28601,0.3,Very Good,E,SI1,63.1,53.0,675.0,4.32,4.27,2.71 +5259,1.01,Very Good,J,SI2,62.7,55.0,3793.0,6.42,6.44,4.03 +35781,0.32,Ideal,F,VVS1,60.3,57.0,912.0,4.42,4.44,2.67 +32645,0.31,Ideal,H,VVS2,62.4,56.0,802.0,4.38,4.34,2.72 +18320,1.0,Good,G,VVS2,63.1,58.0,7453.0,6.33,6.37,4.01 +39802,0.38,Ideal,F,VVS1,62.1,55.0,1096.0,4.66,4.71,2.91 +5503,0.91,Premium,F,SI2,59.1,60.0,3845.0,6.36,6.3,3.74 +41996,0.43,Ideal,G,VVS1,61.5,56.0,1264.0,4.87,4.85,2.99 +10040,0.34,Premium,J,VS2,62.3,60.0,417.0,4.46,4.49,2.79 +16564,1.01,Premium,G,VS1,62.3,59.0,6618.0,6.42,6.38,3.99 +49270,0.72,Ideal,G,SI2,62.1,55.3,2089.0,5.72,5.74,3.56 +2407,0.72,Ideal,G,VVS2,62.6,56.0,3179.0,5.7,5.74,3.58 +4035,1.0,Ideal,G,SI2,60.3,57.0,3528.0,6.51,6.45,3.91 +23980,2.1,Good,H,SI1,63.7,61.0,12121.0,8.1,8.07,5.15 +28484,0.32,Very Good,E,SI1,63.4,56.0,672.0,4.34,4.31,2.74 +23924,2.01,Premium,J,SI1,62.3,59.0,12048.0,8.03,7.97,4.98 +53548,0.75,Very Good,F,SI1,63.7,58.0,2693.0,5.73,5.77,3.66 +48999,0.71,Fair,H,SI1,65.1,55.0,2049.0,5.69,5.65,3.69 +31242,0.31,Ideal,F,VS2,61.9,55.0,757.0,4.35,4.37,2.7 +29352,0.31,Premium,G,VS2,62.4,59.0,698.0,4.38,4.34,2.72 +6457,0.91,Premium,D,SI2,62.2,59.0,4051.0,6.23,6.19,3.86 +11900,1.12,Premium,I,VS2,61.9,58.0,5119.0,6.68,6.63,4.12 +41348,0.4,Very Good,F,IF,61.1,57.0,1217.0,4.73,4.77,2.9 +10377,1.2,Premium,J,SI1,58.5,61.0,4778.0,6.95,6.89,4.05 +13417,1.23,Ideal,H,SI2,63.8,57.0,5510.0,6.78,6.72,4.31 +48921,0.7,Very Good,G,SI1,62.5,60.0,2042.0,5.64,5.68,3.54 +9228,1.02,Good,H,SI1,63.9,55.0,4558.0,6.4,6.37,4.08 +44803,0.5,Very Good,E,VS2,61.3,58.0,1624.0,5.06,5.12,3.12 +32730,0.31,Ideal,F,VS2,62.6,55.0,802.0,4.33,4.29,2.7 +18427,1.24,Premium,H,VS1,61.2,59.0,7493.0,6.94,6.91,4.24 +47194,0.55,Very Good,G,VVS1,60.8,58.0,1838.0,5.25,5.3,3.21 +30804,0.3,Good,F,IF,60.0,63.0,742.0,4.3,4.36,2.6 +2528,0.7,Very Good,F,VVS2,60.5,60.0,3205.0,5.7,5.73,3.46 +18691,0.32,Ideal,H,VVS2,61.9,53.0,619.0,4.42,4.44,2.74 +6974,1.0,Premium,H,SI1,61.8,59.0,4150.0,6.4,6.35,3.94 +31468,0.34,Premium,I,VVS2,61.3,57.0,765.0,4.52,4.49,2.76 +46892,0.56,Ideal,F,VS2,62.1,57.0,1814.0,5.29,5.28,3.28 +16496,1.09,Premium,G,VS2,59.7,58.0,6592.0,6.74,6.7,4.01 +47400,0.55,Ideal,D,VS2,61.7,57.0,1848.0,5.21,5.26,3.23 +24654,1.7,Premium,H,VS2,62.8,58.0,12992.0,7.57,7.52,4.74 +30251,0.26,Premium,E,VVS2,58.9,61.0,724.0,4.19,4.16,2.46 +35897,0.32,Ideal,G,IF,62.2,54.0,918.0,4.42,4.45,2.76 +32217,0.31,Ideal,G,VVS1,61.3,56.0,789.0,4.37,4.41,2.69 +10887,1.16,Ideal,G,SI2,61.9,56.0,4880.0,6.73,6.77,4.18 +42800,0.5,Very Good,E,SI1,60.7,58.0,1351.0,5.09,5.13,3.1 +49905,0.74,Very Good,E,SI2,61.7,56.0,2179.0,5.76,5.9,3.6 +12810,0.91,Very Good,D,SI1,62.0,59.0,5342.0,6.19,6.16,3.83 +4704,1.1,Very Good,F,I1,59.8,61.0,3678.0,6.65,6.7,3.99 +52641,0.27,Very Good,E,VVS2,62.0,60.0,552.0,4.15,4.17,2.58 +36670,0.32,Ideal,F,IF,61.2,57.0,949.0,4.4,4.42,2.7 +18771,1.53,Very Good,J,VS1,59.5,60.0,7677.0,7.55,7.65,4.52 +43051,0.52,Premium,D,SI1,60.7,58.0,1376.0,5.23,5.18,3.16 +43055,0.57,Ideal,F,SI2,61.9,58.0,1376.0,5.34,5.32,3.3 +8743,0.9,Very Good,E,SI1,61.6,57.0,4463.0,6.19,6.25,3.83 +53750,0.7,Ideal,G,VS1,61.9,57.0,2724.0,5.7,5.68,3.52 +5940,0.96,Ideal,G,SI2,62.0,58.0,3945.0,6.3,6.34,3.92 +9111,0.9,Very Good,G,VS2,63.2,58.0,4531.0,6.11,6.17,3.88 +44958,0.58,Ideal,E,SI1,61.5,55.0,1636.0,5.34,5.39,3.3 +543,1.01,Premium,H,SI2,61.6,61.0,2828.0,6.39,6.31,3.91 +41610,0.32,Good,H,SI2,63.2,55.0,393.0,4.34,4.36,2.75 +11879,0.95,Very Good,G,VS1,61.7,58.0,5111.0,6.26,6.34,3.89 +439,0.7,Ideal,H,SI1,61.4,56.0,2815.0,5.72,5.77,3.53 +45207,0.51,Premium,G,VS1,62.3,58.0,1656.0,5.08,5.13,3.18 +21189,1.61,Ideal,H,SI1,62.3,56.0,9341.0,7.51,7.47,4.67 +48925,0.7,Very Good,G,SI1,60.6,57.0,2042.0,5.73,5.79,3.49 +7548,0.96,Very Good,G,SI1,63.2,57.0,4247.0,6.27,6.23,3.95 +21509,1.62,Ideal,I,VS2,62.4,57.0,9604.0,7.45,7.51,4.67 +48462,0.56,Ideal,G,VVS2,61.6,56.0,1976.0,5.29,5.32,3.27 +42983,0.41,Ideal,G,IF,61.0,57.0,1367.0,4.79,4.81,2.93 +39181,0.35,Ideal,D,VS2,61.5,56.0,1063.0,4.55,4.53,2.79 +27553,2.01,Good,H,VS1,57.6,63.0,18340.0,8.23,8.25,4.75 +40832,0.46,Very Good,G,VS2,61.3,56.0,1172.0,4.98,5.0,3.06 +11794,1.12,Very Good,G,SI1,62.5,58.0,5088.0,6.6,6.64,4.14 +45799,0.51,Fair,E,VS2,65.5,51.0,1709.0,5.06,5.01,3.3 +13258,1.05,Very Good,G,SI1,62.0,56.0,5480.0,6.47,6.55,4.04 +1249,0.71,Very Good,E,VS1,62.7,57.0,2946.0,5.69,5.73,3.58 +49186,0.7,Premium,F,SI2,62.6,58.0,2075.0,5.64,5.6,3.52 +29129,0.43,Very Good,I,SI2,61.5,54.0,691.0,4.86,4.89,3.0 +6415,1.05,Very Good,H,SI2,61.4,58.0,4042.0,6.54,6.58,4.03 +15215,1.47,Fair,F,SI2,65.9,59.0,6108.0,6.99,6.94,4.59 +12793,1.27,Fair,H,SI2,65.2,54.0,5334.0,6.78,6.71,4.41 +1965,0.73,Ideal,G,SI1,60.6,57.0,3089.0,5.84,5.87,3.55 +16073,1.02,Ideal,G,VS2,62.8,57.0,6418.0,6.36,6.45,4.02 +35401,0.41,Ideal,G,VS2,61.6,54.0,900.0,4.81,4.84,2.97 +25455,2.02,Premium,I,SI2,59.4,59.0,14211.0,8.21,8.25,4.89 +16250,1.02,Ideal,G,VS2,61.4,55.0,6499.0,6.48,6.51,3.99 +19178,1.2,Ideal,G,VS2,61.9,57.0,7930.0,6.86,6.83,4.24 +12958,1.0,Premium,H,VS1,60.7,59.0,5387.0,6.44,6.4,3.9 +14022,1.0,Good,G,VS2,63.4,57.0,5702.0,6.27,6.31,3.99 +35456,0.32,Premium,E,VS2,61.3,59.0,900.0,4.39,4.35,2.68 +18384,0.3,Ideal,G,VS1,61.7,54.6,618.0,4.3,4.33,2.67 +33060,0.3,Ideal,F,VVS1,62.2,56.0,814.0,4.28,4.3,2.67 +12263,0.77,Ideal,D,VVS2,62.3,57.0,5207.0,5.83,5.85,3.64 +45668,0.52,Ideal,G,VS1,61.3,56.0,1694.0,5.2,5.17,3.18 +8153,1.01,Ideal,H,SI2,61.7,56.0,4357.0,6.41,6.46,3.97 +41186,0.42,Ideal,H,IF,62.4,57.0,1201.0,4.79,4.82,2.99 +10434,1.01,Ideal,D,SI2,62.6,56.0,4785.0,6.34,6.4,3.99 +20605,1.5,Good,E,SI2,63.9,58.0,8910.0,7.21,7.26,4.62 +47178,0.51,Ideal,F,VS1,62.1,56.0,1836.0,5.15,5.13,3.19 +33496,0.32,Ideal,F,VS2,62.2,55.0,828.0,4.37,4.35,2.71 +27838,0.36,Ideal,H,VS1,61.5,55.0,651.0,4.59,4.62,2.83 +48840,0.55,Ideal,D,VS2,61.5,56.0,2030.0,5.28,5.25,3.24 +19797,1.74,Premium,J,VS2,61.9,62.0,8364.0,7.62,7.54,4.7 +7108,0.92,Premium,D,SI2,62.4,58.0,4168.0,6.18,6.19,3.86 +50944,0.73,Ideal,G,SI1,62.3,54.0,2321.0,5.81,5.78,3.61 +5531,0.91,Premium,H,VS2,59.6,60.0,3853.0,6.29,6.25,3.74 +15963,1.09,Very Good,G,VS2,60.9,56.0,6388.0,6.67,6.7,4.07 +42319,0.41,Ideal,F,VVS1,62.3,53.0,1295.0,4.77,4.8,2.98 +35278,0.5,Ideal,I,SI2,62.2,53.0,895.0,5.11,5.14,3.19 +31319,0.32,Ideal,D,VS2,61.5,56.0,758.0,4.39,4.42,2.71 +3937,0.93,Good,H,VS1,59.1,64.0,3500.0,6.36,6.27,3.73 +1808,0.7,Very Good,D,VS1,62.9,60.0,3054.0,5.62,5.67,3.55 +36184,0.31,Premium,E,VS2,60.8,55.0,930.0,4.42,4.39,2.68 +39482,0.41,Ideal,E,VS1,61.9,55.0,1079.0,4.76,4.8,2.96 +33515,0.44,Very Good,F,SI1,62.8,59.0,829.0,4.88,4.91,3.07 +29908,0.41,Ideal,E,SI1,61.5,55.0,711.0,4.78,4.81,2.95 +31346,0.27,Ideal,E,VVS2,60.2,55.0,760.0,4.24,4.27,2.56 +38039,0.39,Premium,F,VS1,62.0,56.0,1010.0,4.72,4.64,2.9 +32575,0.33,Very Good,F,VVS2,61.6,57.0,801.0,4.44,4.46,2.74 +16023,0.3,Premium,I,VS1,60.4,58.0,608.0,4.4,4.34,2.64 +41240,0.57,Very Good,J,VS2,63.3,56.0,1207.0,5.28,5.24,3.33 +46079,0.57,Ideal,F,VS2,61.6,55.0,1737.0,5.35,5.37,3.3 +17811,1.01,Ideal,G,VS1,61.8,58.0,7178.0,6.4,6.42,3.96 +31691,0.4,Very Good,E,VS2,59.4,58.0,770.0,4.78,4.82,2.85 +18851,1.54,Premium,I,SI2,59.4,61.0,7727.0,7.56,7.49,4.47 +25280,1.53,Ideal,G,VS1,60.6,54.0,13926.0,7.49,7.47,4.53 +24880,1.7,Premium,H,VS2,62.4,57.0,13298.0,7.6,7.54,4.72 +20056,0.31,Very Good,F,VS2,61.4,62.0,625.0,4.32,4.34,2.66 +8201,1.0,Fair,H,VS1,65.4,61.0,4368.0,6.22,6.17,4.05 +33320,0.35,Ideal,D,SI1,61.6,55.0,827.0,4.56,4.53,2.8 +10964,1.03,Very Good,G,SI1,63.1,58.0,4903.0,6.41,6.37,4.03 +29714,0.31,Ideal,G,VVS2,62.7,57.0,707.0,4.31,4.34,2.71 +25449,1.5,Premium,F,VS2,61.1,58.0,14199.0,7.36,7.33,4.49 +21749,1.1,Ideal,F,VVS2,61.2,56.0,9817.0,6.68,6.65,4.08 +24818,2.14,Premium,J,SI2,61.5,59.0,13205.0,8.25,8.3,5.11 +46751,0.51,Good,G,VVS2,63.3,58.0,1800.0,5.04,5.07,3.2 +44521,0.51,Very Good,F,VS2,62.0,58.0,1601.0,5.08,5.11,3.16 +46919,0.7,Ideal,J,SI1,62.1,54.0,1815.0,5.72,5.74,3.56 +4255,1.06,Premium,I,SI2,58.4,62.0,3579.0,6.7,6.65,3.9 +50999,0.31,Premium,I,VVS2,62.1,58.0,544.0,4.3,4.33,2.68 +12946,1.01,Very Good,D,SI1,60.8,57.0,5386.0,6.58,6.54,3.99 +38555,0.39,Ideal,E,VVS2,61.9,55.0,1034.0,4.7,4.73,2.92 +14892,1.29,Premium,G,SI2,62.0,58.0,5996.0,7.03,6.97,4.34 +25489,1.7,Very Good,H,VVS2,63.1,57.0,14275.0,7.61,7.52,4.77 +52229,0.8,Premium,G,SI2,59.7,62.0,2484.0,6.02,5.98,3.58 +4614,0.9,Ideal,E,SI2,62.0,55.0,3662.0,6.15,6.23,3.84 +29108,0.34,Premium,H,VS2,60.2,60.0,689.0,4.56,4.51,2.73 +42446,0.57,Very Good,E,SI2,61.2,57.0,1315.0,5.31,5.35,3.26 +8908,0.9,Ideal,H,SI1,62.1,56.0,4492.0,6.14,6.19,3.83 +51644,0.31,Good,E,SI1,63.2,59.0,544.0,4.24,4.31,2.7 +33173,0.38,Very Good,D,VS2,58.5,59.0,818.0,4.76,4.82,2.8 +38016,0.39,Premium,I,VVS2,63.0,56.0,1009.0,4.68,4.62,2.93 +21586,1.57,Ideal,J,VS1,62.1,54.0,9683.0,7.46,7.49,4.64 +28455,0.41,Very Good,G,SI1,62.8,58.0,671.0,4.72,4.74,2.97 +49509,0.5,Very Good,F,VVS1,62.2,57.0,2121.0,5.03,5.07,3.14 +36514,0.4,Good,I,IF,62.3,62.0,945.0,4.69,4.72,2.93 +8339,0.9,Very Good,F,VS2,59.6,59.0,4397.0,6.27,6.31,3.75 +1272,0.72,Very Good,E,VS2,63.0,56.0,2949.0,5.66,5.73,3.59 +20004,1.27,Ideal,G,VS1,60.9,57.0,8543.0,7.02,6.97,4.26 +28421,0.43,Good,E,SI2,63.4,57.0,669.0,4.77,4.82,3.04 +32492,0.38,Ideal,F,VS2,62.0,54.0,796.0,4.64,4.69,2.89 +9502,0.93,Good,E,SI1,63.1,57.0,4611.0,6.17,6.19,3.9 +44360,0.56,Ideal,E,SI1,62.3,56.0,1580.0,5.26,5.3,3.29 +11646,1.14,Very Good,H,VS2,59.9,57.0,5053.0,6.78,6.81,4.07 +25479,1.51,Premium,F,VS2,60.4,59.0,14247.0,7.41,7.33,4.45 +45465,0.54,Very Good,E,VS1,61.7,58.0,1676.0,5.24,5.27,3.24 +24162,2.01,Premium,I,SI2,62.0,56.0,12338.0,8.01,7.87,4.92 +30667,0.4,Very Good,I,VS1,63.0,56.0,737.0,4.68,4.72,2.96 +14032,1.01,Very Good,D,SI2,63.1,54.0,5703.0,6.39,6.35,4.02 +13013,1.1,Ideal,G,SI2,62.5,55.0,5407.0,6.61,6.66,4.15 +19811,1.03,Very Good,F,VVS2,61.3,57.0,8375.0,6.49,6.53,3.99 +23389,0.4,Very Good,J,VS1,63.0,58.0,631.0,4.66,4.7,2.95 +51895,0.73,Ideal,E,SI2,61.3,54.0,2431.0,5.8,5.88,3.58 +13525,1.32,Ideal,I,SI1,61.7,56.0,5544.0,7.11,7.05,4.37 +35901,0.32,Ideal,G,IF,61.9,55.0,918.0,4.38,4.44,2.73 +41942,0.28,Very Good,H,VVS1,59.9,62.0,504.0,4.23,4.28,2.55 +14005,1.2,Premium,I,VS2,61.8,55.0,5699.0,6.93,6.8,4.24 +53608,0.74,Ideal,F,SI1,62.5,56.0,2702.0,5.8,5.76,3.61 +25940,1.7,Very Good,G,VS1,63.5,56.0,15102.0,7.64,7.53,4.82 +11709,0.34,Premium,G,VS2,61.2,58.0,596.0,4.46,4.5,2.74 +16010,1.3,Premium,J,VVS2,62.9,60.0,6405.0,6.91,6.86,4.33 +15881,1.0,Good,F,VS2,63.9,62.0,6352.0,6.26,6.32,4.02 +39856,0.39,Ideal,E,VVS2,62.1,54.6,1100.0,4.67,4.7,2.91 +27854,0.3,Ideal,E,VS2,62.1,53.6,652.0,4.3,4.35,2.69 +42272,0.23,Very Good,E,VVS2,61.9,57.0,505.0,3.91,3.94,2.43 +35261,0.3,Premium,G,IF,60.0,59.0,895.0,4.32,4.34,2.6 +39227,0.38,Ideal,D,VS1,62.0,55.0,1067.0,4.64,4.68,2.89 +21774,1.3,Very Good,G,VS1,62.5,57.0,9837.0,6.92,6.96,4.34 +50336,0.65,Ideal,G,VS1,60.6,60.0,2242.0,5.58,5.61,3.39 +25412,1.7,Very Good,H,VS1,62.8,57.0,14137.0,7.47,7.57,4.72 +48605,0.77,Premium,G,SI2,61.2,58.0,1996.0,5.99,5.96,3.64 +49334,0.79,Good,I,SI1,63.9,55.0,2095.0,5.85,5.8,3.72 +36585,0.33,Ideal,G,IF,61.8,54.0,946.0,4.47,4.49,2.77 +13278,1.01,Ideal,F,SI1,62.0,56.0,5486.0,6.44,6.39,3.98 +46395,0.72,Premium,G,SI2,59.1,61.0,1764.0,5.89,5.85,3.47 +30869,0.33,Ideal,G,VS2,62.3,55.0,743.0,4.47,4.42,2.77 +43423,0.57,Premium,H,VS2,60.1,61.0,1414.0,5.4,5.29,3.21 +24571,1.5,Very Good,F,VS2,62.6,59.0,12870.0,7.22,7.31,4.55 +18958,1.02,Premium,G,VVS1,63.0,58.0,7797.0,6.43,6.4,4.04 +26072,2.05,Premium,G,SI1,61.6,59.0,15291.0,8.2,8.16,5.04 +42512,0.51,Ideal,F,SI1,61.2,56.0,1322.0,5.19,5.21,3.18 +31181,0.32,Premium,D,SI1,61.3,60.0,756.0,4.43,4.41,2.71 +33326,0.35,Ideal,D,SI1,62.7,56.0,827.0,4.51,4.49,2.82 +23098,2.34,Very Good,H,I1,62.4,55.4,11119.0,8.44,8.51,5.29 +43701,0.5,Very Good,F,VS2,61.5,61.0,1436.0,5.09,5.12,3.14 +1747,0.77,Very Good,D,SI1,62.1,58.0,3040.0,5.84,5.89,3.64 +40813,0.54,Ideal,I,SI1,62.4,55.0,1170.0,5.19,5.23,3.25 +41101,0.5,Good,I,VS1,61.2,61.0,1193.0,5.03,5.06,3.09 +37170,0.32,Ideal,D,VS2,62.5,56.0,972.0,4.45,4.38,2.76 +17095,1.04,Premium,G,VS1,61.5,61.0,6814.0,6.56,6.51,4.02 +21063,1.5,Premium,J,VS1,62.8,59.0,9240.0,7.29,7.19,4.55 +35364,0.38,Premium,H,VS2,60.5,59.0,898.0,4.69,4.66,2.83 +26135,1.55,Ideal,F,VS2,61.8,54.0,15426.0,7.44,7.48,4.61 +39756,0.43,Ideal,E,VS1,63.0,55.0,1094.0,4.85,4.87,3.06 +37641,0.41,Premium,H,VS1,58.2,59.0,990.0,4.92,4.88,2.85 +29406,0.33,Ideal,G,VS1,61.6,57.0,699.0,4.46,4.49,2.75 +39426,0.41,Ideal,F,VS1,62.5,57.0,1076.0,4.76,4.75,2.97 +36546,0.4,Good,F,SI1,63.6,57.0,945.0,4.7,4.67,2.98 +23328,1.28,Ideal,G,IF,60.8,57.0,11372.0,7.02,7.05,4.28 +51403,0.56,Ideal,D,VS1,61.6,57.0,2369.0,5.33,5.29,3.27 +24721,1.03,Ideal,F,IF,62.3,57.0,13060.0,6.44,6.49,4.03 +24594,1.22,Ideal,F,VVS1,61.5,58.0,12906.0,6.85,6.9,4.23 +1745,0.7,Very Good,G,VVS2,61.0,59.0,3039.0,5.67,5.7,3.47 +8158,0.91,Ideal,G,SI2,61.0,57.0,4360.0,6.25,6.28,3.82 +342,0.91,Ideal,D,SI2,62.2,57.0,2803.0,6.21,6.15,3.85 +19530,1.01,Premium,G,VVS2,61.2,58.0,8163.0,6.49,6.45,3.96 +15208,1.01,Very Good,G,VS2,63.1,59.0,6108.0,6.4,6.37,4.03 +34491,0.43,Premium,G,VS2,62.3,58.0,867.0,4.81,4.85,3.01 +68,0.31,Very Good,G,SI1,63.3,57.0,553.0,4.33,4.3,2.73 +29519,0.43,Ideal,J,VS1,61.7,58.0,703.0,4.8,4.84,2.98 +12773,1.06,Very Good,E,SI1,59.6,57.0,5328.0,6.62,6.67,3.96 +5222,1.01,Premium,H,SI2,62.3,60.0,3782.0,6.39,6.32,3.96 +25808,2.01,Very Good,I,SI1,62.8,60.0,14811.0,7.99,8.04,5.03 +38859,0.4,Premium,F,VS1,60.4,61.0,1050.0,4.77,4.74,2.87 +17628,1.5,Premium,G,SI2,62.1,60.0,7098.0,7.34,7.28,4.54 +25255,2.07,Ideal,I,SI2,61.6,56.0,13879.0,8.16,8.18,5.04 +6507,1.01,Good,G,SI1,63.1,55.0,4064.0,6.31,6.33,3.99 +50083,0.63,Ideal,E,VS2,62.1,56.0,2205.0,5.49,5.52,3.42 +15386,0.29,Very Good,G,VVS1,61.6,56.0,607.0,4.24,4.27,2.62 +8824,1.16,Ideal,I,SI2,62.6,56.0,4478.0,6.68,6.73,4.2 +41180,0.4,Premium,D,VS1,59.2,59.0,1200.0,4.81,4.79,2.84 +47044,0.57,Premium,G,VS1,61.0,57.0,1819.0,5.4,5.35,3.28 +25013,1.55,Ideal,H,IF,61.4,57.0,13544.0,7.47,7.42,4.57 +5287,1.0,Very Good,F,SI2,63.2,59.0,3799.0,6.31,6.25,3.97 +22961,1.41,Ideal,G,VS1,60.4,57.0,11009.0,7.22,7.31,4.39 +30504,0.31,Ideal,D,SI1,62.9,56.0,732.0,4.34,4.31,2.72 +43311,0.51,Premium,F,VS2,60.7,59.0,1402.0,5.16,5.19,3.14 +11962,1.08,Premium,D,SI2,62.1,58.0,5138.0,6.62,6.59,4.1 +859,0.73,Very Good,E,SI1,61.3,58.0,2871.0,5.76,5.83,3.55 +43327,0.5,Very Good,F,VS2,62.6,54.0,1404.0,5.1,5.13,3.2 +24879,1.62,Premium,F,SI1,62.6,58.0,13298.0,7.53,7.48,4.7 +46061,0.53,Good,D,VS2,63.4,55.0,1734.0,5.11,5.23,3.28 +11326,1.02,Ideal,G,SI1,62.2,57.0,4988.0,6.43,6.49,4.02 +37497,0.53,Premium,E,SI2,59.9,58.0,984.0,5.31,5.27,3.17 +11285,1.05,Very Good,I,VS2,62.4,59.0,4975.0,6.48,6.51,4.05 +43334,0.54,Ideal,G,SI1,61.2,58.0,1404.0,5.27,5.29,3.23 +29692,0.31,Premium,G,VVS2,61.8,58.0,707.0,4.32,4.36,2.68 +22087,1.8,Very Good,J,SI1,61.4,55.0,10107.0,7.86,7.8,4.81 +38714,0.33,Ideal,F,IF,61.5,55.0,1042.0,4.44,4.47,2.74 +8016,0.92,Ideal,H,VS1,60.9,57.0,4328.0,6.33,6.29,3.84 +45130,0.53,Ideal,E,VS2,62.8,55.0,1653.0,5.21,5.17,3.26 +5252,1.01,Premium,H,SI2,61.9,59.0,3790.0,6.42,6.37,3.96 +32307,0.26,Ideal,F,VS2,62.1,54.0,456.0,4.09,4.12,2.55 +9271,1.01,Very Good,E,SI1,61.1,57.0,4563.0,6.44,6.5,3.95 +33171,0.37,Premium,G,VS1,58.4,59.0,817.0,4.76,4.69,2.76 +18493,1.1,Ideal,G,VS1,61.9,55.0,7528.0,6.59,6.63,4.09 +22093,1.23,Ideal,G,VVS1,63.2,56.0,10113.0,6.78,6.83,4.3 +2372,0.32,Premium,G,VS2,62.5,58.0,561.0,4.36,4.38,2.73 +38048,0.49,Premium,H,SI2,59.9,59.0,1011.0,5.17,5.12,3.08 +20392,0.31,Premium,G,VS1,62.1,58.0,625.0,4.31,4.35,2.69 +23783,1.69,Ideal,G,SI1,61.8,53.0,11843.0,7.68,7.71,4.75 +30106,0.32,Premium,H,VS1,62.3,58.0,720.0,4.39,4.34,2.72 +46911,0.56,Fair,F,VS2,57.0,67.0,1814.0,5.49,5.36,3.09 +20660,2.01,Very Good,J,SI2,59.3,63.0,8949.0,8.28,8.22,4.89 +51606,0.7,Premium,I,VS1,62.4,59.0,2394.0,5.64,5.55,3.49 +5224,1.07,Very Good,J,SI2,61.6,54.0,3783.0,6.57,6.59,4.05 +3877,0.83,Ideal,F,SI1,62.8,56.0,3482.0,5.97,6.01,3.76 +1096,0.8,Premium,E,SI1,61.2,60.0,2912.0,5.97,5.95,3.65 +47406,0.51,Very Good,D,VS1,62.4,58.0,1849.0,5.13,5.16,3.21 +7526,1.01,Premium,H,SI2,58.8,58.0,4242.0,6.62,6.57,3.88 +34742,0.37,Ideal,F,VVS2,60.5,60.0,876.0,4.65,4.67,2.82 +36037,0.41,Ideal,G,SI1,62.6,54.0,923.0,4.78,4.74,2.98 +19740,1.02,Ideal,G,IF,62.5,57.0,8311.0,6.44,6.37,4.0 +23180,1.5,Premium,H,VS1,59.9,60.0,11189.0,7.44,7.39,4.44 +616,0.7,Ideal,G,VS1,61.3,57.0,2839.0,5.71,5.74,3.51 +3552,1.07,Good,F,I1,64.3,59.0,3415.0,6.42,6.37,4.11 +11662,0.91,Premium,E,VS2,62.3,58.0,5055.0,6.21,6.15,3.85 +36265,0.37,Ideal,H,IF,61.8,55.0,936.0,4.65,4.67,2.88 +29481,0.32,Ideal,E,VS2,61.8,55.0,702.0,4.4,4.43,2.73 +33727,0.43,Premium,H,SI2,62.8,58.0,839.0,4.85,4.83,3.04 +4674,0.95,Premium,G,SI2,60.5,62.0,3671.0,6.44,6.36,3.88 +15013,1.51,Good,I,SI1,63.8,57.0,6046.0,7.21,7.18,4.59 +12693,0.38,Very Good,G,SI1,57.5,60.0,599.0,4.83,4.88,2.79 +28702,0.3,Very Good,G,VVS1,61.1,57.0,680.0,4.33,4.37,2.66 +19640,1.3,Premium,F,SI1,61.1,53.0,8256.0,7.17,7.04,4.34 +22977,1.05,Premium,E,IF,59.8,59.0,11025.0,6.65,6.62,3.97 +16067,1.2,Premium,H,VS2,62.5,58.0,6416.0,6.77,6.73,4.23 +9986,1.26,Ideal,I,SI2,59.6,57.0,4704.0,7.04,7.01,4.19 +24001,1.9,Ideal,I,SI2,60.9,55.0,12165.0,8.0,8.06,4.89 +49784,0.75,Ideal,J,VS1,61.9,56.0,2161.0,5.81,5.85,3.61 +6505,0.9,Very Good,H,VS2,62.1,60.0,4064.0,6.11,6.2,3.82 +19131,1.52,Premium,J,VS2,62.0,59.0,7899.0,7.31,7.28,4.52 +49774,0.34,Fair,F,I1,55.8,62.0,2160.0,4.72,4.6,2.6 +52406,0.71,Good,E,SI1,60.8,62.0,2511.0,5.7,5.74,3.48 +39047,0.41,Very Good,E,VVS1,60.0,61.0,1057.0,4.78,4.86,2.89 +5833,1.1,Good,F,SI2,63.7,58.0,3918.0,6.48,6.45,4.12 +18756,1.01,Ideal,E,VS1,62.7,55.0,7665.0,6.45,6.4,4.03 +27024,2.51,Ideal,H,SI2,62.0,57.0,17162.0,8.72,8.67,5.39 +53374,0.75,Ideal,I,VS1,61.1,59.0,2659.0,5.85,5.87,3.58 +13391,0.38,Ideal,G,SI2,61.6,55.0,602.0,4.64,4.68,2.87 +4644,0.91,Premium,H,SI1,62.8,58.0,3669.0,6.16,6.13,3.86 +26173,2.19,Ideal,I,SI2,61.5,57.0,15509.0,8.31,8.44,5.15 +2759,0.9,Good,G,SI1,64.2,58.0,3250.0,6.04,6.01,3.87 +33134,0.31,Ideal,G,VVS1,61.9,55.0,816.0,4.3,4.36,2.68 +26209,1.89,Very Good,D,SI2,62.7,58.0,15594.0,7.75,7.81,4.88 +45594,0.52,Ideal,D,VS2,62.1,57.0,1689.0,5.13,5.17,3.2 +32960,0.31,Ideal,I,VS1,61.9,54.0,461.0,4.33,4.36,2.69 +16014,1.23,Ideal,H,VS2,59.0,57.0,6406.0,7.05,6.99,4.14 +7148,1.02,Good,F,SI2,64.1,60.0,4179.0,6.25,6.29,4.02 +43908,0.25,Very Good,D,VVS2,64.2,55.0,512.0,3.98,4.0,2.56 +5977,1.2,Premium,J,SI2,59.6,62.0,3951.0,6.95,6.9,4.13 +25739,2.32,Premium,J,SI2,59.0,59.0,14666.0,8.69,8.64,5.11 +22710,0.35,Ideal,E,SI2,61.7,56.0,630.0,4.55,4.53,2.8 +8682,0.92,Ideal,I,SI1,61.7,56.0,4457.0,6.2,6.23,3.83 +15506,1.28,Premium,H,SI1,62.1,62.0,6210.0,6.88,6.83,4.26 +27231,1.7,Very Good,F,VS2,60.8,60.0,17597.0,7.65,7.68,4.66 +5204,1.04,Premium,D,SI2,58.3,58.0,3780.0,6.67,6.63,3.88 +31635,0.3,Ideal,H,SI1,62.1,56.0,450.0,4.29,4.31,2.67 +2463,0.7,Ideal,G,VVS2,60.3,57.0,3191.0,5.75,5.83,3.49 +12528,1.25,Premium,J,VS2,62.0,59.0,5264.0,6.9,6.87,4.27 +45003,0.57,Very Good,F,VS2,62.0,54.0,1637.0,5.31,5.34,3.3 +5217,1.5,Premium,D,I1,62.4,60.0,3780.0,7.37,7.19,4.54 +29509,0.32,Ideal,E,VS2,62.1,55.0,702.0,4.36,4.4,2.72 +31470,0.34,Premium,H,VS1,61.4,59.0,765.0,4.53,4.5,2.77 +27175,1.76,Ideal,G,VS2,60.3,57.0,17442.0,7.9,7.83,4.74 +10713,0.31,Ideal,D,SI2,61.3,56.0,593.0,4.41,4.36,2.69 +41345,0.54,Ideal,I,VS1,61.9,54.0,1216.0,5.24,5.29,3.26 +49813,0.71,Good,I,SI1,59.9,65.0,2165.0,5.71,5.74,3.43 +23302,1.54,Ideal,G,SI1,61.5,55.0,11333.0,7.4,7.45,4.57 +35063,0.3,Ideal,D,VS1,61.1,57.0,885.0,4.34,4.37,2.66 +46818,0.6,Premium,D,VS2,60.9,61.0,1808.0,5.43,5.4,3.3 +45749,0.51,Ideal,H,VVS1,62.7,57.0,1702.0,5.12,5.15,3.22 +38978,0.43,Ideal,E,VS2,61.6,54.0,1053.0,4.9,4.88,3.01 +50060,0.57,Ideal,E,VS2,61.0,54.0,2202.0,5.39,5.43,3.3 +41056,0.39,Ideal,G,IF,62.1,53.7,1189.0,4.67,4.71,2.91 +2792,0.78,Very Good,D,SI1,62.5,58.0,3258.0,5.86,5.89,3.67 +52469,0.8,Ideal,G,SI2,62.0,56.0,2517.0,5.98,5.92,3.69 +17326,1.1,Very Good,G,VS1,60.3,62.0,6951.0,6.72,6.67,4.04 +38038,0.33,Premium,H,IF,62.9,58.0,1010.0,4.43,4.38,2.77 +45282,0.55,Ideal,G,VS2,61.4,56.3,1662.0,5.26,5.29,3.24 +4105,1.0,Good,J,SI2,57.8,61.0,3536.0,6.54,6.58,3.79 +22134,1.67,Very Good,I,VS2,60.7,60.0,10165.0,7.61,7.68,4.64 +13539,0.9,Very Good,D,VS1,63.0,58.0,5547.0,6.11,6.14,3.86 +50594,0.77,Premium,F,SI2,62.2,58.0,2282.0,5.9,5.85,3.66 +34359,0.41,Very Good,F,VS2,62.8,57.0,863.0,4.73,4.76,2.98 +48059,0.55,Premium,D,VS2,61.3,60.0,1928.0,5.28,5.29,3.24 +10103,1.2,Premium,J,VS2,60.3,59.0,4715.0,6.9,6.94,4.17 +19900,1.24,Premium,G,VS1,62.0,55.0,8449.0,6.95,6.89,4.29 +49762,0.7,Premium,H,SI2,58.8,59.0,2159.0,5.92,5.84,3.44 +23934,1.76,Premium,D,SI1,61.0,60.0,12063.0,7.76,7.68,4.77 +28907,0.3,Very Good,H,VVS1,61.3,61.0,684.0,4.26,4.29,2.62 +22688,0.43,Good,J,SI2,63.7,57.0,629.0,4.79,4.76,3.04 +24324,1.6,Good,E,SI1,63.6,58.0,12581.0,7.44,7.38,4.71 +33845,0.3,Ideal,G,IF,61.8,57.0,844.0,4.28,4.31,2.65 +33620,0.31,Very Good,G,SI1,61.9,56.0,462.0,4.34,4.38,2.7 +45793,0.54,Ideal,H,VS1,61.8,56.0,1709.0,5.21,5.25,3.23 +16685,0.31,Ideal,H,SI2,61.1,56.0,421.0,4.4,4.42,2.69 +25810,2.01,Very Good,E,SI2,61.2,58.0,14813.0,8.05,8.07,4.93 +47848,0.53,Ideal,F,VS1,62.1,57.0,1908.0,5.21,5.16,3.22 +40542,0.41,Premium,G,VVS1,59.7,60.0,1148.0,4.85,4.83,2.89 +11174,0.7,Ideal,F,VVS1,61.0,56.0,4951.0,5.72,5.75,3.5 +42643,0.5,Premium,F,SI1,60.1,59.0,1332.0,5.17,5.14,3.1 +37767,0.41,Premium,E,VS2,59.8,60.0,999.0,4.87,4.83,2.9 +42525,0.4,Premium,F,VVS1,60.8,59.0,1323.0,4.76,4.74,2.89 +35599,0.31,Ideal,H,VVS1,62.2,56.0,907.0,4.37,4.34,2.71 +8332,1.09,Premium,H,SI2,61.2,62.0,4395.0,6.63,6.58,4.04 +20760,1.07,Ideal,E,VS1,60.0,58.0,8998.0,6.66,6.7,4.01 +13592,1.01,Good,F,VS2,63.1,56.0,5560.0,6.28,6.37,3.99 +37796,0.5,Premium,G,SI2,62.5,57.0,1000.0,5.04,5.01,3.14 +48500,0.7,Fair,H,VS2,64.9,56.0,1981.0,5.49,5.51,3.57 +52400,0.73,Premium,E,SI1,61.8,59.0,2510.0,5.8,5.73,3.56 +38900,0.33,Ideal,E,VVS1,60.2,57.0,1052.0,4.5,4.47,2.7 +10707,1.09,Very Good,H,SI1,61.7,59.0,4849.0,6.53,6.59,4.05 +36254,0.41,Ideal,E,VS2,61.8,54.0,935.0,4.76,4.79,2.95 +6043,0.32,Premium,E,SI2,62.4,58.0,576.0,4.4,4.35,2.73 +1723,0.32,Ideal,G,VS2,61.7,57.0,561.0,4.38,4.4,2.71 +2697,0.9,Good,G,SI2,63.8,56.0,3246.0,6.16,6.13,3.92 +40845,0.58,Very Good,F,SI2,63.0,56.0,1173.0,5.34,5.26,3.34 +41973,0.4,Ideal,D,VVS2,62.2,55.0,1263.0,4.72,4.74,2.94 +36556,0.4,Ideal,E,SI1,61.8,56.0,945.0,4.74,4.71,2.92 +5762,1.01,Good,F,SI2,63.7,60.0,3897.0,6.37,6.29,4.02 +28349,0.33,Ideal,G,VS1,61.1,56.0,666.0,4.46,4.48,2.73 +41473,0.41,Ideal,D,VS1,62.9,57.0,1230.0,4.75,4.73,2.98 +42557,0.42,Ideal,D,VVS2,62.6,56.0,1326.0,4.77,4.79,2.99 +21519,1.5,Ideal,I,VS1,62.0,53.0,9618.0,7.4,7.35,4.57 +500,0.9,Good,J,VS2,64.0,61.0,2822.0,6.04,6.03,3.86 +21419,1.52,Premium,H,SI1,62.1,59.0,9527.0,7.29,7.36,4.55 +5697,0.91,Premium,D,SI2,61.2,58.0,3889.0,6.25,6.21,3.81 +33606,0.31,Good,D,SI2,63.1,54.0,462.0,4.33,4.38,2.75 +43133,0.52,Good,E,SI1,63.7,54.0,1388.0,5.12,5.15,3.27 +51600,0.7,Good,E,VS2,64.2,60.0,2394.0,5.58,5.64,3.6 +35505,0.41,Premium,E,SI1,61.1,62.0,904.0,4.83,4.76,2.93 +33757,0.35,Ideal,E,VS1,62.0,53.6,840.0,4.53,4.55,2.81 +27896,0.39,Ideal,E,I1,62.8,57.0,655.0,4.66,4.61,2.91 +32790,0.4,Ideal,G,VS2,62.6,56.0,804.0,4.69,4.74,2.95 +4125,1.01,Fair,F,SI2,64.6,59.0,3540.0,6.19,6.25,4.2 +16140,1.2,Ideal,H,SI1,62.0,58.0,6450.0,6.78,6.83,4.22 +44832,0.51,Premium,E,SI1,61.7,59.0,1624.0,5.12,5.09,3.15 +11239,1.01,Premium,H,SI1,61.8,59.0,4965.0,6.41,6.37,3.95 +2776,0.9,Good,G,SI2,61.8,56.0,3253.0,6.11,6.16,3.79 +19014,1.57,Very Good,J,VS2,60.2,59.0,7832.0,7.53,7.61,4.56 +43297,0.54,Ideal,G,VS2,61.7,55.0,1401.0,5.22,5.26,3.23 +2825,1.12,Premium,J,SI2,60.7,61.0,3266.0,6.71,6.64,4.05 +2041,0.32,Good,E,SI1,63.2,56.0,561.0,4.35,4.38,2.76 +15933,1.01,Very Good,G,VVS2,62.1,63.0,6371.0,6.38,6.31,3.94 +52669,0.72,Premium,G,VS2,62.3,57.0,2550.0,5.74,5.69,3.56 +2159,0.75,Ideal,E,SI2,62.6,55.0,3129.0,5.72,5.79,3.6 +7788,1.02,Very Good,E,SI2,58.7,63.0,4286.0,6.61,6.55,3.86 +12729,1.5,Good,F,I1,60.6,62.0,5313.0,7.22,7.24,4.38 +30896,0.35,Ideal,E,SI1,61.6,55.0,744.0,4.55,4.57,2.81 +48824,0.7,Good,E,SI2,62.9,56.0,2028.0,5.63,5.66,3.55 +17006,1.15,Ideal,H,VS2,62.4,56.0,6788.0,6.71,6.65,4.17 +39758,0.36,Ideal,D,VS1,61.7,55.0,1094.0,4.58,4.62,2.84 +21444,1.27,Ideal,F,VS2,61.0,59.0,9547.0,6.96,6.98,4.25 +26281,2.11,Ideal,J,VS1,61.8,56.2,15766.0,8.2,8.23,5.07 +13697,1.01,Very Good,D,SI1,59.0,59.0,5600.0,6.57,6.59,3.88 +42759,0.62,Premium,G,SI2,60.2,61.0,1345.0,5.49,5.44,3.29 +43789,0.56,Ideal,G,SI1,62.5,56.0,1441.0,5.28,5.21,3.28 +43986,0.26,Ideal,G,SI1,62.0,55.0,394.0,4.08,4.11,2.54 +48439,0.51,Ideal,G,VVS2,61.5,57.0,1974.0,5.18,5.13,3.17 +19401,1.22,Ideal,G,VS2,62.0,57.0,8062.0,6.88,6.83,4.25 +25338,2.01,Ideal,H,SI2,61.9,57.0,14040.0,8.09,8.06,5.0 +12051,0.34,Good,I,VVS2,63.1,56.0,596.0,4.43,4.47,2.81 +48093,0.98,Fair,G,I1,67.3,60.0,1932.0,6.17,6.11,4.14 +8581,1.13,Very Good,G,SI2,60.0,61.0,4437.0,6.71,6.78,4.05 +28651,0.3,Ideal,E,SI1,61.6,57.0,675.0,4.32,4.29,2.65 +25730,2.5,Fair,J,SI2,66.9,58.0,14652.0,8.36,8.22,5.55 +43684,0.5,Good,D,SI1,63.7,56.0,1436.0,5.05,5.09,3.23 +17994,1.01,Premium,F,VS2,61.2,57.5,7277.0,6.43,6.45,3.94 +14728,0.3,Ideal,H,VVS2,61.6,55.0,605.0,4.3,4.34,2.66 +32546,0.27,Ideal,D,VVS2,62.6,56.0,799.0,4.15,4.13,2.59 +48417,0.61,Very Good,F,VS2,62.9,58.0,1971.0,5.33,5.39,3.37 +42093,0.64,Premium,H,SI1,60.0,59.0,1274.0,5.63,5.57,3.36 +27200,2.14,Premium,G,SI2,60.4,59.0,17513.0,8.32,8.38,5.04 +50116,0.71,Very Good,H,SI1,63.1,56.0,2210.0,5.62,5.69,3.57 +2164,0.74,Ideal,G,SI1,61.3,57.0,3130.0,5.81,5.83,3.57 +18218,1.0,Premium,E,VS1,61.9,60.0,7392.0,6.44,6.41,3.98 +31010,0.35,Ideal,F,SI1,62.2,56.0,748.0,4.52,4.48,2.8 +53024,0.78,Very Good,H,SI1,63.1,58.0,2600.0,5.85,5.88,3.7 +12197,1.08,Ideal,E,SI1,62.6,57.0,5189.0,6.56,6.53,4.1 +12055,0.34,Very Good,G,VS2,60.3,54.0,596.0,4.53,4.56,2.74 +45222,0.52,Ideal,E,SI1,61.1,57.0,1656.0,5.2,5.17,3.16 +28231,0.33,Ideal,H,VVS2,62.2,56.0,666.0,4.44,4.46,2.77 +27138,2.01,Premium,H,SI1,61.8,58.0,17347.0,8.13,8.06,5.0 +18503,1.02,Premium,F,VS1,60.8,59.0,7539.0,6.46,6.49,3.94 +39845,0.41,Ideal,H,IF,61.1,54.0,1099.0,4.8,4.85,2.95 +36893,0.31,Premium,F,VVS1,62.4,60.0,959.0,4.31,4.28,2.68 +6093,0.9,Very Good,D,SI2,62.2,57.0,3975.0,6.11,6.15,3.81 +21607,1.77,Premium,J,SI1,61.3,59.0,9704.0,7.83,7.71,4.76 +22246,1.46,Ideal,G,VS2,62.3,56.0,10302.0,7.28,7.2,4.51 +41811,0.54,Good,E,SI2,63.8,54.0,1250.0,5.18,5.17,3.3 +33740,0.33,Ideal,E,VVS2,62.1,54.0,840.0,4.45,4.47,2.77 +33281,0.31,Very Good,G,SI1,61.5,59.0,462.0,4.34,4.38,2.68 +16661,1.18,Ideal,I,VS1,62.6,55.0,6661.0,6.79,6.73,4.24 +35556,0.35,Premium,G,VS1,60.7,61.0,906.0,4.58,4.54,2.77 +14732,1.22,Premium,H,VS2,62.7,58.0,5930.0,6.77,6.73,4.23 +48129,0.53,Ideal,F,VS1,60.8,55.0,1939.0,5.26,5.3,3.21 +43709,0.46,Premium,E,VS1,61.9,58.0,1437.0,4.94,4.91,3.05 +738,0.31,Ideal,H,VS1,61.6,54.8,557.0,4.35,4.37,2.69 +24610,1.73,Premium,H,SI1,61.8,57.0,12931.0,7.77,7.64,4.76 +45901,0.52,Ideal,D,SI1,62.4,56.0,1720.0,5.17,5.12,3.21 +41572,0.42,Very Good,D,VVS1,62.4,55.0,1238.0,4.79,4.82,3.0 +15874,1.26,Premium,H,SI2,61.3,57.0,6350.0,6.96,6.87,4.24 +31969,0.26,Premium,E,VS1,60.1,60.0,452.0,4.1,4.15,2.48 +2282,0.7,Ideal,F,VVS2,62.0,57.0,3160.0,5.68,5.74,3.54 +11005,1.2,Fair,F,SI2,65.1,58.0,4915.0,6.62,6.56,4.29 +19067,1.0,Premium,G,VVS1,62.9,53.0,7848.0,6.39,6.32,4.0 +33488,0.32,Ideal,F,VS2,62.4,54.0,828.0,4.4,4.38,2.74 +28536,0.4,Premium,J,SI1,61.4,58.0,675.0,4.79,4.76,2.93 +45386,0.55,Ideal,E,VS2,61.8,57.0,1667.0,5.27,5.34,3.28 +22129,1.83,Premium,H,SI1,60.4,59.0,10162.0,7.89,7.85,4.75 +6615,0.9,Premium,H,VS2,61.3,59.0,4082.0,6.24,6.19,3.81 +52065,0.73,Ideal,I,VS2,61.7,55.0,2453.0,5.79,5.82,3.58 +32770,0.34,Ideal,D,SI1,60.4,57.0,803.0,4.53,4.51,2.73 +33494,0.32,Premium,F,VS2,61.3,60.0,828.0,4.4,4.37,2.69 +12913,1.13,Premium,D,SI2,62.0,58.0,5376.0,6.68,6.64,4.13 +22570,1.03,Ideal,F,VVS1,62.1,56.3,10619.0,6.43,6.5,4.02 +1162,0.71,Ideal,I,IF,61.5,56.0,2925.0,5.74,5.77,3.54 +38444,0.45,Ideal,D,SI1,60.6,55.0,1027.0,4.99,4.97,3.02 +53168,0.55,Ideal,F,VVS2,61.1,57.0,2629.0,5.28,5.31,3.24 +20425,1.49,Fair,F,SI1,59.6,63.0,8779.0,7.2,7.34,4.33 +39751,0.3,Ideal,D,VVS1,62.1,56.0,1094.0,4.32,4.31,2.68 +36358,0.34,Very Good,F,VVS1,61.3,57.0,939.0,4.49,4.52,2.76 +15519,1.22,Premium,I,VS2,60.3,59.0,6217.0,6.93,6.87,4.16 +45156,0.5,Ideal,D,SI1,60.8,56.0,1654.0,5.14,5.12,3.12 +22793,1.51,Good,H,VS1,58.2,58.0,10819.0,7.49,7.56,4.38 +21887,1.01,Very Good,E,VS1,63.1,56.0,9955.0,6.44,6.39,4.05 +37024,0.33,Premium,G,VVS2,61.9,58.0,965.0,4.43,4.39,2.73 +17101,1.0,Very Good,G,VVS2,64.9,57.0,6818.0,6.21,6.28,4.05 +52047,0.73,Ideal,I,VVS2,60.1,56.0,2451.0,5.88,5.86,3.53 +13459,1.03,Good,D,SI1,57.7,62.0,5526.0,6.63,6.65,3.83 +29911,0.29,Very Good,G,VS2,61.5,58.0,712.0,4.25,4.27,2.62 +42384,0.5,Very Good,D,SI2,60.8,55.0,1306.0,5.14,5.16,3.13 +13005,1.21,Premium,G,SI2,62.7,59.0,5405.0,6.74,6.66,4.2 +15630,1.01,Premium,F,VS2,62.7,58.0,6271.0,6.37,6.3,3.97 +12851,1.34,Ideal,G,SI2,62.0,55.0,5358.0,7.06,7.03,4.37 +42042,0.53,Ideal,H,SI1,61.3,55.0,1268.0,5.23,5.27,3.22 +16896,1.18,Good,G,SI1,58.0,59.0,6743.0,6.98,7.03,4.06 +20019,0.32,Premium,G,SI2,61.0,59.0,421.0,4.36,4.42,2.68 +2359,0.71,Very Good,F,VS1,62.9,55.0,3175.0,5.68,5.71,3.58 +52542,0.71,Premium,H,VS2,62.8,56.0,2531.0,5.75,5.68,3.59 +38965,0.27,Ideal,G,VS2,61.5,56.0,490.0,4.16,4.18,2.56 +10360,1.01,Premium,H,SI1,60.7,58.0,4771.0,6.49,6.45,3.93 +44041,0.53,Very Good,H,VVS2,61.3,61.0,1548.0,5.15,5.2,3.17 +20245,1.52,Fair,H,VS2,62.1,66.0,8674.0,7.33,7.13,4.5 +10237,1.03,Very Good,G,SI1,61.0,58.0,4746.0,6.5,6.54,3.98 +27677,2.19,Ideal,D,SI2,61.8,57.0,18693.0,8.23,8.49,5.17 +28741,0.31,Ideal,E,VS2,60.8,54.0,680.0,4.39,4.4,2.67 +32459,0.38,Ideal,H,VVS2,61.6,56.0,794.0,4.67,4.72,2.89 +16070,1.02,Ideal,G,VS2,60.4,57.0,6416.0,6.55,6.53,3.95 +7042,1.02,Very Good,F,SI2,59.9,62.0,4162.0,6.5,6.53,3.9 +46979,0.23,Very Good,F,VVS2,59.7,58.0,530.0,4.02,4.06,2.41 +34332,0.41,Premium,G,SI1,62.8,58.0,861.0,4.74,4.72,2.97 +7645,0.9,Good,F,VS2,64.5,60.0,4268.0,6.03,6.07,3.9 +796,0.71,Very Good,F,VVS1,63.2,60.0,2862.0,5.65,5.61,3.56 +13662,1.2,Premium,H,SI1,62.4,59.0,5592.0,6.72,6.68,4.18 +32810,0.34,Ideal,D,VS2,62.1,55.0,805.0,4.46,4.49,2.78 +10458,1.0,Premium,H,SI1,62.7,59.0,4788.0,6.37,6.3,3.97 +17285,1.03,Premium,E,VS2,62.9,61.0,6922.0,6.42,6.36,4.02 +2959,0.8,Ideal,H,VS1,62.6,55.0,3296.0,5.9,5.93,3.7 +13699,1.0,Good,G,VS2,63.4,61.0,5600.0,6.23,6.29,3.97 +34440,0.32,Ideal,E,VVS2,62.4,56.0,864.0,4.39,4.43,2.75 +41361,0.38,Ideal,H,VVS1,60.7,55.0,1219.0,4.71,4.74,2.87 +1714,0.32,Premium,G,VS2,62.5,60.0,561.0,4.32,4.38,2.72 +36433,0.31,Ideal,D,VS2,62.0,55.0,942.0,4.38,4.36,2.71 +11778,1.2,Very Good,J,SI1,61.8,57.7,5083.0,6.78,6.91,4.23 +42538,0.4,Ideal,D,VVS2,62.2,55.0,1323.0,4.74,4.72,2.94 +30631,0.31,Ideal,D,VS2,62.2,56.0,734.0,4.32,4.36,2.7 +53744,0.74,Premium,F,SI1,62.3,61.0,2723.0,5.8,5.76,3.6 +46482,0.54,Ideal,E,SI1,60.3,57.0,1777.0,5.28,5.3,3.19 +46112,0.53,Ideal,H,VVS1,61.6,54.0,1743.0,5.2,5.25,3.22 +15961,1.1,Ideal,G,VS2,62.3,56.0,6387.0,6.63,6.59,4.12 +53108,0.8,Very Good,G,SI2,63.0,55.0,2616.0,5.92,5.95,3.74 +8978,1.01,Good,G,SI1,63.8,56.0,4504.0,6.32,6.37,4.05 +52492,0.73,Ideal,E,SI1,62.1,59.0,2523.0,5.74,5.79,3.58 +14330,1.03,Ideal,D,SI1,61.0,57.0,5804.0,6.48,6.53,3.97 +13888,1.03,Ideal,G,SI1,60.8,57.0,5653.0,6.52,6.47,3.95 +49006,0.53,Ideal,G,VVS2,60.4,56.0,2051.0,5.29,5.24,3.18 +7468,1.0,Premium,F,SI1,60.8,59.0,4234.0,6.44,6.38,3.9 +46315,0.3,Good,H,VS1,63.9,55.0,526.0,4.26,4.28,2.73 +23749,1.54,Premium,E,SI1,59.3,60.0,11795.0,7.58,7.54,4.48 +8998,1.0,Ideal,I,VS2,62.5,55.0,4511.0,6.41,6.36,4.0 +38135,0.3,Ideal,G,VVS1,62.2,57.0,1013.0,4.31,4.27,2.67 +26772,2.06,Very Good,F,SI2,61.5,56.0,16603.0,8.15,8.18,5.02 +21869,1.03,Ideal,E,VVS2,61.7,54.0,9932.0,6.49,6.52,4.02 +37181,0.32,Ideal,D,VS2,61.9,57.0,972.0,4.39,4.37,2.71 +42926,0.57,Ideal,G,SI1,61.7,56.0,1364.0,5.33,5.37,3.3 +24198,2.1,Very Good,J,SI2,59.1,58.0,12381.0,8.4,8.46,4.98 +39034,0.41,Ideal,H,SI1,61.7,56.0,1056.0,4.76,4.8,2.95 +29607,0.35,Ideal,F,VS2,62.1,56.0,706.0,4.54,4.57,2.83 +24184,2.01,Premium,J,SI1,59.3,62.0,12369.0,8.2,8.15,4.85 +47184,0.54,Ideal,F,VS2,61.9,56.0,1836.0,5.22,5.21,3.23 +10465,1.08,Fair,E,SI1,53.8,63.0,4790.0,6.99,6.81,3.71 +48125,0.54,Ideal,E,VS1,62.0,56.0,1939.0,5.17,5.25,3.23 +22467,2.0,Ideal,F,I1,60.3,56.0,10494.0,8.16,8.27,4.94 +47059,0.61,Good,G,VS2,59.6,61.5,1821.0,5.47,5.52,3.27 +2952,0.74,Premium,D,VS2,58.0,59.0,3294.0,6.0,5.93,3.46 +42165,0.51,Ideal,E,SI1,61.2,57.0,1284.0,5.14,5.16,3.15 +21356,1.28,Ideal,G,VS1,62.0,57.0,9498.0,6.97,6.96,4.32 +2111,0.85,Ideal,G,SI1,60.4,56.0,3118.0,6.26,6.17,3.75 +2304,0.74,Good,E,VS2,63.5,56.0,3163.0,5.75,5.8,3.67 +18200,1.46,Very Good,I,SI1,62.8,57.0,7387.0,7.13,7.21,4.5 +13537,1.27,Premium,I,SI1,62.3,56.0,5547.0,6.93,6.85,4.29 +48692,0.58,Ideal,H,VVS1,61.6,56.0,2006.0,5.35,5.39,3.31 +1831,0.9,Good,G,SI2,63.6,57.0,3060.0,6.1,6.04,3.86 +16644,1.2,Premium,E,SI1,61.8,56.0,6653.0,6.82,6.75,4.19 +52970,0.24,Ideal,F,VVS2,61.6,54.0,552.0,4.0,4.09,2.49 +30087,0.32,Ideal,H,VS1,61.1,56.0,720.0,4.46,4.44,2.72 +1896,0.73,Ideal,E,VS2,62.7,56.0,3077.0,5.75,5.8,3.62 +41646,0.4,Ideal,E,VVS2,62.1,55.0,1238.0,4.76,4.74,2.95 +13276,1.24,Very Good,H,SI2,63.2,55.0,5486.0,6.88,6.83,4.33 +2729,0.31,Ideal,D,SI1,61.3,56.0,565.0,4.36,4.41,2.69 +7827,1.02,Ideal,H,SI2,60.5,57.0,4297.0,6.52,6.56,3.95 +25409,1.79,Premium,G,SI1,60.5,58.0,14127.0,7.88,7.83,4.75 +14257,1.0,Ideal,D,SI1,60.5,57.0,5775.0,6.48,6.52,3.93 +14013,1.01,Very Good,G,VS2,63.2,57.0,5701.0,6.35,6.3,4.0 +6258,0.92,Ideal,E,SI2,62.2,56.0,4011.0,6.2,6.24,3.87 +821,0.81,Ideal,E,SI2,60.3,57.0,2864.0,6.07,6.04,3.65 +43059,0.51,Ideal,E,SI1,61.4,56.0,1377.0,5.15,5.17,3.17 +3777,0.71,Very Good,F,VVS1,61.8,55.0,3461.0,5.71,5.77,3.55 +39952,0.33,Ideal,D,SI2,62.4,57.0,492.0,4.39,4.42,2.75 +31503,0.34,Ideal,G,VS2,61.5,56.0,765.0,4.5,4.47,2.76 +42878,0.4,Very Good,D,VVS2,61.4,58.3,1359.0,4.73,4.74,2.9 +30613,0.3,Good,D,SI2,63.2,57.0,447.0,4.21,4.24,2.67 +35038,0.39,Very Good,E,VS1,59.7,56.0,883.0,4.8,4.85,2.88 +5852,1.0,Good,I,SI1,63.8,58.0,3920.0,6.32,6.28,4.02 +46075,0.5,Premium,F,VS2,61.4,59.0,1736.0,5.12,5.1,3.14 +28797,0.27,Very Good,F,VVS2,61.2,57.0,682.0,4.14,4.17,2.54 +6035,0.32,Ideal,I,VVS1,62.2,53.0,575.0,4.42,4.45,2.76 +39560,0.32,Premium,G,VVS1,61.9,58.0,1080.0,4.39,4.36,2.71 +38524,0.34,Ideal,E,VS1,61.8,57.0,1033.0,4.5,4.47,2.77 +15311,1.03,Premium,G,VS2,62.1,57.0,6146.0,6.48,6.41,4.0 +30041,0.39,Ideal,E,SI1,62.1,53.0,719.0,4.69,4.72,2.92 +48452,0.55,Ideal,E,VS1,62.2,55.0,1975.0,5.22,5.26,3.26 +36039,0.41,Premium,G,SI1,61.3,60.0,923.0,4.81,4.75,2.93 +14198,1.01,Very Good,G,VS2,61.9,59.0,5759.0,6.34,6.38,3.94 +20891,1.24,Ideal,E,VS2,62.9,56.0,9111.0,6.84,6.79,4.29 +15782,2.01,Fair,G,I1,70.2,57.0,6315.0,7.53,7.5,5.27 +34607,0.27,Very Good,D,VS1,60.4,59.0,470.0,4.15,4.2,2.52 +38154,0.25,Fair,F,SI2,54.4,64.0,1013.0,4.3,4.23,2.32 +515,0.9,Fair,H,SI2,65.8,54.0,2823.0,6.05,5.98,3.96 +51090,0.7,Very Good,E,SI2,59.8,58.0,2335.0,5.74,5.76,3.44 +38990,0.36,Ideal,G,VVS1,62.8,57.0,1053.0,4.55,4.52,2.85 +39059,0.57,Premium,E,SI2,62.5,54.0,1058.0,5.35,5.3,3.33 +36095,0.39,Very Good,H,VVS1,61.5,56.0,926.0,4.7,4.73,2.9 +53566,0.7,Very Good,E,VS1,63.4,62.0,2695.0,5.64,5.56,3.55 +21331,2.0,Very Good,G,SI2,63.5,57.0,9475.0,7.91,7.86,4.99 +32519,0.4,Very Good,D,SI2,63.4,59.0,798.0,4.7,4.67,2.97 +28608,0.3,Ideal,E,SI1,62.9,57.0,675.0,4.32,4.27,2.7 +51702,0.7,Very Good,F,VS2,62.9,56.0,2400.0,5.66,5.73,3.58 +304,0.78,Ideal,D,SI1,61.9,57.0,2799.0,5.91,5.86,3.64 +39775,0.36,Premium,D,VS2,61.0,58.0,1094.0,4.62,4.59,2.81 +22829,1.7,Premium,E,SI1,58.2,62.0,10860.0,7.86,7.81,4.56 +23197,1.38,Ideal,F,VS2,61.9,55.0,11205.0,7.16,7.12,4.42 +32102,0.33,Ideal,D,VS2,62.5,56.0,781.0,4.43,4.46,2.78 +43595,0.31,Ideal,H,VS2,61.8,57.0,507.0,4.32,4.36,2.68 +15812,1.3,Good,D,SI2,57.1,63.0,6327.0,7.22,7.27,4.14 +48533,0.51,Ideal,D,VS2,61.1,56.0,1986.0,5.16,5.2,3.17 +27279,2.0,Good,G,SI1,64.2,59.0,17740.0,7.84,7.93,5.06 +42772,0.62,Very Good,F,SI2,63.1,52.0,1348.0,5.39,5.53,3.45 +48530,0.55,Very Good,E,VS1,61.6,55.0,1986.0,5.26,5.28,3.25 +44087,0.52,Very Good,G,VS1,59.1,60.0,1554.0,5.24,5.19,3.08 +20528,1.52,Ideal,G,SI2,61.3,57.0,8852.0,7.39,7.36,4.52 +26604,1.6,Ideal,G,VVS1,60.8,56.0,16339.0,7.58,7.54,4.6 +1707,0.74,Premium,D,SI1,62.4,59.0,3036.0,5.73,5.8,3.6 +52655,0.73,Ideal,G,SI1,60.1,57.0,2548.0,5.87,5.91,3.54 +44418,0.55,Very Good,E,SI1,58.5,65.0,1587.0,5.33,5.38,3.13 +33716,0.33,Ideal,H,IF,61.4,54.0,838.0,4.47,4.49,2.75 +16316,1.31,Premium,H,SI2,60.8,58.0,6529.0,7.13,7.08,4.32 +9181,1.04,Ideal,H,SI2,61.7,57.0,4543.0,6.54,6.49,4.02 +18592,1.51,Very Good,G,SI1,63.1,56.0,7585.0,7.27,7.22,4.57 +11791,1.03,Premium,F,SI1,61.5,57.0,5087.0,6.53,6.44,3.99 +9525,0.9,Very Good,F,VS2,62.2,57.0,4617.0,6.17,6.24,3.86 +41137,0.5,Very Good,G,SI1,62.8,61.0,1197.0,4.99,5.01,3.14 +42930,0.62,Ideal,F,SI2,61.8,55.0,1364.0,5.5,5.51,3.4 +8912,1.0,Good,G,SI2,61.7,63.0,4493.0,6.36,6.37,3.93 +6726,0.27,Ideal,E,VS2,61.0,55.0,577.0,4.18,4.2,2.56 +48193,0.69,Premium,F,SI1,61.2,58.0,1946.0,5.73,5.7,3.5 +51387,0.71,Ideal,H,SI1,62.0,57.0,2368.0,5.73,5.76,3.56 +7866,1.16,Fair,G,SI2,60.1,60.0,4307.0,6.9,6.72,4.09 +39351,0.52,Good,I,SI1,63.6,60.0,1073.0,5.1,5.05,3.23 +46155,0.5,Ideal,G,VS1,62.3,55.0,1746.0,5.11,5.07,3.17 +43065,0.45,Ideal,G,IF,61.0,57.0,1377.0,4.96,5.0,3.04 +20968,1.07,Ideal,E,VS2,61.9,56.0,9177.0,6.55,6.58,4.06 +1219,0.72,Ideal,E,SI2,62.4,57.0,2939.0,5.71,5.74,3.57 +1350,0.71,Ideal,E,VS1,62.1,53.0,2963.0,5.76,5.73,3.57 +48965,0.36,Very Good,G,SI1,61.8,60.0,537.0,4.53,4.57,2.81 +48378,0.88,Good,J,VS1,64.0,56.0,1964.0,5.98,5.9,3.8 +40555,0.41,Ideal,G,VVS1,61.7,55.0,1151.0,4.77,4.79,2.95 +29130,0.3,Very Good,H,IF,62.3,56.0,691.0,4.3,4.33,2.68 +44084,0.6,Very Good,F,SI1,60.0,61.0,1554.0,5.48,5.52,3.3 +15205,1.01,Premium,G,VS2,62.9,58.0,6108.0,6.39,6.3,3.99 +29626,0.31,Ideal,H,SI1,61.8,54.0,441.0,4.35,4.4,2.7 +19346,1.7,Premium,I,SI1,61.6,56.0,8044.0,7.65,7.55,4.68 +33039,0.32,Ideal,G,VVS1,61.1,55.0,814.0,4.43,4.45,2.71 +18735,1.04,Very Good,D,VS2,61.2,56.0,7653.0,6.53,6.58,4.02 +31761,0.44,Premium,G,SI1,61.0,60.0,772.0,4.88,4.93,2.99 +18022,1.5,Good,F,SI2,64.1,55.0,7291.0,7.15,7.11,4.57 +38014,0.5,Good,G,SI2,63.8,57.0,1009.0,4.98,5.02,3.19 +12594,1.21,Premium,H,SI2,60.0,60.0,5285.0,6.96,6.91,4.16 +42824,0.5,Good,F,VS2,59.7,63.0,1354.0,5.08,5.1,3.04 +12127,1.3,Ideal,G,SI2,61.9,57.0,5169.0,7.01,6.95,4.32 +51260,0.63,Ideal,G,VS2,60.9,56.0,2357.0,5.57,5.6,3.4 +35427,0.32,Ideal,E,VS2,61.7,56.0,900.0,4.44,4.41,2.73 +13023,0.31,Ideal,G,VS1,62.3,54.0,600.0,4.35,4.38,2.72 +37665,0.42,Premium,E,SI1,61.6,59.0,992.0,4.85,4.83,2.98 +20978,2.0,Good,J,SI1,64.1,58.0,9193.0,7.85,7.79,5.01 +44408,0.51,Ideal,G,VS2,61.0,56.0,1585.0,5.17,5.2,3.16 +19785,1.13,Premium,E,VS1,61.1,59.0,8353.0,6.72,6.69,4.1 +50175,1.03,Good,J,I1,58.2,64.0,2220.0,6.64,6.69,3.88 +737,0.31,Ideal,G,VS2,62.2,53.6,557.0,4.32,4.35,2.7 +6267,0.74,Ideal,F,VVS1,60.9,57.0,4013.0,5.83,5.86,3.56 +29021,0.31,Ideal,G,VVS2,62.2,54.0,687.0,4.35,4.39,2.72 +53802,0.53,Ideal,D,VVS1,62.0,57.0,2732.0,5.16,5.2,3.21 +31934,0.3,Ideal,F,VS2,61.4,57.0,776.0,4.36,4.34,2.67 +7226,1.04,Good,H,SI2,57.9,58.0,4193.0,6.72,6.68,3.88 +6057,0.32,Ideal,I,VS2,61.6,56.0,576.0,4.39,4.37,2.7 +20485,1.5,Premium,I,VS2,62.3,58.0,8820.0,7.31,7.26,4.54 +53269,0.7,Premium,F,VS2,60.5,58.0,2648.0,5.78,5.76,3.49 +22956,1.5,Very Good,F,SI1,63.9,58.0,11004.0,7.12,7.16,4.56 +14694,1.0,Ideal,D,SI1,59.9,56.0,5929.0,6.51,6.54,3.91 +47210,0.5,Ideal,G,VVS2,62.0,56.0,1838.0,5.09,5.13,3.17 +20099,1.51,Ideal,I,SI1,62.8,54.0,8574.0,7.31,7.27,4.58 +10372,1.01,Premium,F,SI1,62.2,58.0,4775.0,6.35,6.28,3.93 +51274,0.55,Ideal,F,VVS1,62.1,56.0,2359.0,5.25,5.28,3.27 +4978,0.9,Good,E,SI2,63.0,58.0,3736.0,6.08,6.11,3.84 +2243,1.0,Fair,F,SI2,65.5,56.0,3146.0,6.3,6.19,4.09 +1804,0.79,Very Good,E,SI1,63.2,56.0,3053.0,5.91,5.83,3.71 +40363,0.43,Ideal,D,VS2,62.0,55.0,1129.0,4.86,4.81,3.0 +30551,0.31,Ideal,D,VS2,62.5,56.0,734.0,4.31,4.36,2.71 +2216,0.8,Very Good,H,VS1,62.7,56.0,3144.0,5.88,5.96,3.71 +8395,0.37,Good,H,VS2,63.1,55.0,584.0,4.59,4.63,2.91 +7663,0.81,Ideal,F,VS1,61.8,55.0,4270.0,5.97,6.03,3.71 +11309,1.06,Premium,H,SI1,61.0,58.0,4984.0,6.57,6.61,4.02 +17486,1.27,Ideal,E,SI2,60.8,57.0,7023.0,7.0,7.02,4.26 +27103,2.0,Very Good,H,SI1,62.7,56.0,17247.0,7.98,8.02,5.02 +11931,1.05,Ideal,G,SI2,62.7,57.0,5127.0,6.45,6.51,4.06 +2800,0.7,Ideal,F,VS1,61.5,55.0,3261.0,5.73,5.75,3.53 +44775,0.7,Premium,H,I1,60.0,59.0,1621.0,5.8,5.77,3.47 +45501,0.54,Ideal,F,VS2,59.8,58.0,1680.0,5.29,5.34,3.18 +16968,1.0,Very Good,D,VS2,63.5,57.0,6776.0,6.37,6.32,4.03 +19902,1.05,Ideal,D,VS2,61.0,56.0,8451.0,6.54,6.61,4.01 +5846,1.0,Fair,I,SI1,56.4,61.0,3920.0,6.58,6.55,3.7 +1465,0.7,Ideal,E,VS2,62.2,55.0,2981.0,5.67,5.71,3.54 +2021,0.78,Ideal,I,VS1,60.7,56.0,3105.0,5.97,6.03,3.64 +43315,0.55,Ideal,H,VS2,61.9,54.0,1402.0,5.25,5.28,3.26 +21953,1.51,Premium,H,SI1,60.7,59.0,10020.0,7.43,7.39,4.5 +35107,0.3,Ideal,F,IF,62.5,54.0,886.0,4.31,4.33,2.7 +3693,0.7,Premium,G,IF,60.0,59.0,3447.0,5.75,5.79,3.46 +10184,1.22,Premium,I,SI2,61.7,59.0,4735.0,6.84,6.8,4.21 +32539,0.27,Ideal,E,VVS2,62.1,57.0,799.0,4.15,4.13,2.57 +29638,0.3,Very Good,I,VS1,61.8,63.0,442.0,4.26,4.29,2.64 +5304,1.01,Very Good,E,SI2,63.4,58.0,3801.0,6.43,6.34,4.05 +11736,1.2,Ideal,J,SI1,61.9,57.0,5071.0,6.8,6.87,4.23 +17434,1.41,Premium,D,SI2,61.1,56.0,6988.0,7.19,7.15,4.38 +32979,0.37,Ideal,F,VS1,61.1,57.0,811.0,4.61,4.65,2.83 +42908,0.39,Premium,G,IF,59.0,60.0,1362.0,4.78,4.75,2.81 +36705,0.32,Premium,G,IF,61.0,59.0,952.0,4.41,4.38,2.68 +28866,0.37,Good,H,SI1,64.0,55.0,684.0,4.57,4.53,2.91 +26632,2.16,Premium,H,SI2,59.7,60.0,16400.0,8.38,8.3,4.98 +31247,0.37,Very Good,E,VS2,60.6,58.0,757.0,4.62,4.65,2.81 +23806,1.67,Very Good,I,VS1,61.6,59.1,11867.0,7.61,7.64,4.7 +20341,1.53,Premium,D,SI2,59.9,58.0,8739.0,7.54,7.41,4.48 +41515,0.44,Ideal,D,VS1,61.3,56.0,1235.0,4.87,4.92,3.0 +30994,0.37,Premium,F,VS2,61.2,58.0,746.0,4.63,4.69,2.85 +41523,0.42,Ideal,G,VVS1,61.2,56.0,1235.0,4.86,4.85,2.97 +24405,1.58,Premium,G,VS1,62.1,59.0,12645.0,7.46,7.43,4.62 +17637,1.29,Good,I,VS2,57.9,61.0,7102.0,7.16,7.13,4.14 +12431,1.0,Premium,G,VS2,62.3,58.0,5242.0,6.35,6.29,3.94 +39959,0.33,Good,D,SI2,63.3,53.0,492.0,4.39,4.42,2.79 +42822,0.51,Ideal,H,SI1,61.0,57.0,1354.0,5.17,5.22,3.17 +35324,0.31,Ideal,F,VVS1,62.1,56.0,897.0,4.35,4.38,2.71 +19115,1.18,Premium,G,VVS2,61.0,58.0,7881.0,6.79,6.84,4.16 +30643,0.41,Fair,I,VS1,65.3,58.0,735.0,4.62,4.66,3.03 +32329,0.36,Ideal,E,VS2,61.7,55.0,789.0,4.57,4.63,2.84 +16078,1.17,Ideal,G,SI1,60.7,56.0,6419.0,6.79,6.84,4.13 +35422,0.4,Premium,G,SI1,61.1,61.0,900.0,4.76,4.7,2.89 +6956,1.0,Premium,F,SI2,61.5,59.0,4144.0,6.47,6.44,3.97 +33914,0.3,Premium,E,VS2,62.2,60.0,844.0,4.28,4.24,2.65 +46884,0.7,Premium,I,VS2,61.0,59.0,1814.0,5.71,5.66,3.47 +25142,1.5,Very Good,E,VS2,61.7,60.0,13710.0,7.29,7.34,4.51 +23873,2.0,Premium,J,VS2,62.9,60.0,11966.0,7.99,7.95,5.01 +26341,0.32,Ideal,H,VVS2,61.7,56.0,645.0,4.37,4.42,2.71 +52442,0.7,Very Good,E,SI2,62.6,57.0,2514.0,5.64,5.67,3.54 +52849,0.7,Fair,G,VS2,66.5,57.0,2575.0,5.4,5.46,3.61 +46674,0.59,Premium,G,VS2,61.1,57.0,1789.0,5.43,5.4,3.31 +13732,0.27,Premium,D,VS2,62.0,57.0,603.0,4.15,4.11,2.56 +33769,0.33,Very Good,F,VVS1,60.1,56.0,841.0,4.53,4.56,2.73 +33043,0.32,Ideal,G,VVS1,61.8,55.0,814.0,4.4,4.43,2.73 +49210,0.55,Ideal,E,VS1,61.7,55.0,2079.0,5.29,5.27,3.26 +15806,1.07,Ideal,G,VS2,61.1,59.0,6324.0,6.62,6.57,4.03 +37577,0.32,Ideal,F,IF,60.7,56.0,990.0,4.43,4.46,2.7 +53754,0.72,Premium,F,VS2,62.1,57.0,2724.0,5.73,5.71,3.55 +27931,0.35,Good,H,SI2,63.2,61.0,429.0,4.47,4.49,2.83 +36057,0.31,Premium,G,IF,61.0,59.0,924.0,4.33,4.36,2.65 +24023,2.1,Very Good,J,SI2,62.0,62.0,12196.0,8.17,8.23,5.08 +18581,1.64,Very Good,J,SI2,63.0,58.0,7579.0,7.42,7.51,4.71 +23752,1.77,Very Good,G,SI1,63.1,57.0,11796.0,7.68,7.63,4.83 +1127,0.8,Very Good,H,SI1,62.5,56.0,2919.0,5.92,5.96,3.71 +42219,0.42,Ideal,G,IF,62.3,54.0,1289.0,4.82,4.85,3.01 +44326,0.33,Premium,H,VS2,62.4,58.0,521.0,4.39,4.42,2.75 +35903,0.32,Ideal,G,IF,61.9,53.0,918.0,4.42,4.47,2.75 +9292,1.12,Premium,F,SI2,60.5,59.0,4570.0,6.73,6.79,4.09 +17271,1.02,Very Good,E,VS2,60.0,59.0,6915.0,6.54,6.59,3.94 +10542,1.01,Premium,G,SI1,62.7,59.0,4808.0,6.41,6.35,4.0 +4819,0.91,Very Good,E,SI2,62.8,61.0,3703.0,6.07,6.09,3.82 +45033,0.54,Ideal,E,SI1,62.1,56.0,1637.0,5.24,5.19,3.24 +17537,1.5,Fair,F,SI2,65.3,57.0,7056.0,7.15,7.09,4.65 +12978,0.91,Good,G,SI1,57.7,58.0,5394.0,6.33,6.4,3.67 +5112,0.72,Ideal,F,VS1,61.3,56.0,3759.0,5.74,5.78,3.54 +52700,0.8,Very Good,H,SI1,63.2,54.0,2553.0,5.93,5.88,3.73 +42781,0.41,Premium,D,VVS1,62.2,58.0,1349.0,4.71,4.77,2.95 +23268,2.04,Very Good,J,SI2,61.7,57.0,11276.0,8.1,8.13,5.01 +4211,0.87,Ideal,E,SI2,60.4,58.0,3566.0,6.19,6.23,3.75 +36134,0.33,Ideal,E,VS2,62.0,56.0,928.0,4.48,4.46,2.77 +47137,0.6,Ideal,E,SI1,61.5,56.0,1830.0,5.51,5.39,3.35 +42550,0.52,Ideal,G,SI1,62.4,55.0,1325.0,5.15,5.17,3.22 +45748,0.58,Fair,G,VS1,64.7,60.0,1701.0,5.23,5.28,3.41 +14148,1.25,Premium,I,SI1,62.4,58.0,5740.0,6.89,6.85,4.29 +24766,1.54,Premium,G,VS2,61.8,58.0,13120.0,7.43,7.39,4.58 +29191,0.4,Ideal,F,SI1,61.9,57.0,694.0,4.71,4.76,2.93 +5482,1.02,Good,D,SI2,57.5,62.0,3839.0,6.6,6.62,3.8 +48106,0.5,Premium,G,VVS2,60.7,57.0,1935.0,5.14,5.1,3.11 +6803,1.05,Premium,H,SI2,61.4,58.0,4116.0,6.58,6.54,4.03 +9966,1.0,Very Good,H,SI1,62.3,60.0,4702.0,6.34,6.38,3.96 +39516,0.32,Ideal,E,VVS2,61.6,57.0,1080.0,4.43,4.4,2.72 +48128,0.63,Very Good,D,SI1,62.8,57.0,1939.0,5.46,5.49,3.44 +15147,1.51,Good,D,I1,57.0,64.0,6088.0,7.53,7.48,4.28 +45363,0.5,Very Good,E,VS1,62.5,58.0,1665.0,5.04,5.11,3.17 +40473,0.38,Premium,D,VS1,62.4,59.0,1140.0,4.63,4.6,2.88 +34390,0.41,Ideal,F,VS2,61.8,56.0,863.0,4.78,4.8,2.96 +4443,1.03,Fair,H,SI1,65.1,57.0,3617.0,6.43,6.36,4.16 +13385,0.31,Ideal,E,SI1,60.1,57.0,601.0,4.36,4.39,2.63 +33301,0.31,Good,E,VVS1,59.0,59.0,826.0,4.4,4.42,2.6 +35782,0.32,Ideal,F,VVS1,61.4,56.0,912.0,4.4,4.43,2.71 +28211,0.4,Ideal,E,SI2,61.2,55.0,666.0,4.74,4.77,2.91 +32023,0.31,Very Good,H,IF,61.3,55.0,778.0,4.37,4.4,2.69 +48573,0.59,Very Good,E,VS1,61.6,61.0,1993.0,5.34,5.37,3.3 +27587,2.44,Very Good,J,VS2,58.1,60.0,18430.0,8.89,8.93,5.18 +19578,1.53,Premium,J,VS1,60.1,59.0,8205.0,7.51,7.47,4.5 +305,0.6,Very Good,G,IF,61.6,56.0,2800.0,5.43,5.46,3.35 +12372,0.4,Ideal,F,SI2,62.5,53.0,597.0,4.71,4.76,2.96 +42077,0.34,Ideal,D,VVS1,61.8,54.0,1272.0,4.49,4.54,2.79 +20834,1.3,Ideal,G,VS2,61.9,55.0,9060.0,7.01,7.04,4.35 +39067,0.4,Ideal,G,VVS1,61.5,57.0,1059.0,4.74,4.79,2.93 +48366,0.56,Premium,D,VS2,61.1,58.0,1963.0,5.3,5.34,3.25 +52663,0.71,Very Good,I,VVS1,63.0,58.0,2549.0,5.66,5.68,3.57 +26021,0.31,Ideal,G,VS1,61.3,55.0,645.0,4.39,4.42,2.7 +21948,1.5,Very Good,G,SI1,60.1,61.0,10019.0,7.28,7.4,4.41 +28034,0.3,Ideal,E,VS2,61.7,55.0,658.0,4.3,4.32,2.66 +33528,0.35,Ideal,D,VS2,62.3,55.0,829.0,4.52,4.54,2.82 +25814,2.16,Very Good,H,SI2,62.3,60.0,14824.0,8.19,8.31,5.14 +29749,0.37,Premium,G,SI1,60.0,57.0,708.0,4.7,4.67,2.81 +37963,0.41,Premium,F,VS1,62.4,60.0,1007.0,4.71,4.77,2.96 +18857,1.52,Ideal,H,SI1,61.5,57.0,7729.0,7.39,7.31,4.52 +47304,0.23,Good,G,VVS1,56.2,60.0,395.0,4.14,4.19,2.34 +31460,0.4,Premium,J,VS2,62.5,60.0,765.0,4.71,4.67,2.93 +18597,1.12,Premium,D,VS2,63.0,57.0,7587.0,6.62,6.55,4.15 +34370,0.41,Ideal,F,VS2,62.3,57.0,863.0,4.75,4.78,2.97 +49508,0.7,Fair,G,SI1,56.6,61.0,2120.0,5.86,5.95,3.34 +4592,1.11,Premium,D,I1,61.9,58.0,3655.0,6.66,6.63,4.11 +33076,0.26,Ideal,F,VVS1,62.7,55.0,814.0,4.1,4.07,2.56 +43445,0.5,Premium,E,SI1,60.7,61.0,1415.0,5.12,5.09,3.1 +638,0.73,Premium,F,VS2,59.9,59.0,2841.0,5.87,5.77,3.5 +53704,0.51,Ideal,D,VVS2,61.7,56.0,2718.0,5.14,5.16,3.18 +39829,0.39,Ideal,E,VS1,62.3,57.0,1097.0,4.67,4.64,2.9 +45502,0.51,Ideal,F,VS1,60.4,56.0,1680.0,5.18,5.21,3.14 +43188,0.53,Very Good,I,VS1,61.0,57.0,1393.0,5.22,5.25,3.19 +8624,1.07,Premium,F,SI2,61.7,58.0,4446.0,6.58,6.55,4.05 +19418,1.17,Ideal,F,VS2,61.8,55.0,8072.0,6.81,6.74,4.19 +37478,0.35,Ideal,H,IF,61.7,56.0,984.0,4.55,4.53,2.8 +48289,0.52,Ideal,G,VVS2,61.4,55.3,1957.0,5.18,5.21,3.19 +6232,1.01,Good,D,SI2,64.0,59.0,4004.0,6.34,6.28,4.04 +39028,0.43,Ideal,G,VVS2,60.1,57.0,1056.0,4.88,4.91,2.94 +11011,1.01,Premium,G,SI1,61.5,59.0,4916.0,6.43,6.48,3.97 +6674,1.23,Ideal,H,I1,61.8,56.0,4098.0,6.91,6.85,4.25 +3655,0.73,Ideal,D,VS2,62.0,56.0,3440.0,5.74,5.78,3.57 +35520,0.43,Ideal,F,VS2,61.1,56.0,905.0,4.88,4.91,2.99 +49131,0.56,Ideal,D,VS2,61.0,57.0,2066.0,5.35,5.28,3.24 +5243,0.7,Ideal,D,VS2,61.2,57.0,3788.0,5.69,5.75,3.5 +14333,1.08,Very Good,E,SI2,63.0,56.0,5805.0,6.5,6.52,4.1 +30297,0.3,Very Good,D,SI2,63.0,55.0,447.0,4.25,4.26,2.68 +24671,1.2,Very Good,E,VVS1,61.3,60.0,13015.0,6.77,6.84,4.17 +26897,2.01,Premium,F,SI2,60.3,60.0,16881.0,8.11,8.08,4.88 +19729,1.24,Ideal,F,VS2,62.2,56.0,8298.0,6.94,6.88,4.3 +53402,0.72,Very Good,E,VS2,61.4,58.0,2667.0,5.78,5.82,3.56 +13119,2.15,Fair,J,I1,65.5,57.0,5430.0,8.01,7.95,5.23 +16373,0.33,Very Good,D,SI1,62.8,56.0,608.0,4.39,4.43,2.77 +1873,0.71,Good,G,VVS1,62.7,61.0,3072.0,5.64,5.68,3.55 +35055,0.47,Ideal,I,VS2,62.1,54.0,884.0,4.99,5.03,3.11 +33918,0.3,Premium,E,VS2,62.9,58.0,844.0,4.24,4.22,2.66 +16307,1.19,Very Good,F,SI1,60.8,59.0,6526.0,6.85,6.89,4.18 +50428,0.62,Ideal,E,VS2,61.9,57.0,2260.0,5.47,5.44,3.38 +30211,0.33,Ideal,E,VS2,62.1,57.0,723.0,4.41,4.44,2.75 +7853,0.9,Premium,D,SI1,61.5,58.0,4304.0,6.21,6.15,3.8 +283,0.81,Premium,H,VS2,58.0,59.0,2795.0,6.17,6.13,3.57 +14119,1.01,Good,E,SI1,63.9,56.0,5724.0,6.37,6.31,4.05 +39500,0.5,Ideal,F,SI2,61.6,54.0,1079.0,5.09,5.14,3.15 +52142,0.76,Very Good,F,SI2,62.7,55.0,2469.0,5.74,5.83,3.63 +19174,1.14,Very Good,D,VS2,58.7,60.0,7928.0,6.82,6.88,4.02 +36228,0.38,Very Good,F,VS1,62.8,56.0,933.0,4.59,4.64,2.9 +28724,0.31,Premium,E,VS2,62.6,58.0,680.0,4.29,4.33,2.7 +14312,1.24,Ideal,I,SI1,62.1,56.0,5797.0,6.84,6.88,4.26 +24929,1.71,Premium,H,VS2,62.5,58.0,13376.0,7.64,7.52,4.74 +17020,1.01,Ideal,G,VS1,62.4,56.0,6794.0,6.44,6.39,4.0 +14914,2.03,Fair,H,I1,66.6,57.0,6002.0,7.81,7.75,5.19 +42053,0.57,Very Good,J,VS1,62.9,57.0,1270.0,5.25,5.28,3.31 +7007,1.06,Premium,I,SI1,62.9,60.0,4155.0,6.47,6.43,4.06 +2330,0.76,Very Good,G,VS2,61.1,57.0,3170.0,5.84,5.95,3.6 +11679,1.26,Premium,E,SI2,60.3,60.0,5058.0,7.0,6.94,4.2 +16415,1.15,Premium,G,VS2,62.6,58.0,6557.0,6.68,6.71,4.19 +51516,0.7,Fair,G,VS1,65.8,61.0,2384.0,5.61,5.46,3.64 +50862,0.7,Very Good,F,SI1,61.7,59.0,2313.0,5.64,5.68,3.49 +12086,1.0,Fair,G,VS2,64.5,58.0,5161.0,6.26,6.2,4.02 +41625,0.24,Ideal,H,VVS1,61.5,55.0,504.0,3.99,4.02,2.46 +34501,0.42,Good,I,VVS1,59.2,61.0,867.0,4.88,4.91,2.9 +24275,1.53,Premium,E,SI1,60.8,60.0,12499.0,7.51,7.43,4.54 +26475,2.37,Ideal,J,VS2,62.2,57.0,16059.0,8.52,8.58,5.32 +34953,0.29,Very Good,G,VS2,61.7,56.0,471.0,4.27,4.3,2.64 +39848,0.55,Very Good,J,SI1,60.9,56.0,1100.0,5.29,5.35,3.24 +15932,1.01,Premium,G,VVS2,61.9,58.0,6371.0,6.48,6.38,3.98 +7105,1.08,Very Good,F,SI2,63.3,59.0,4167.0,6.48,6.44,4.09 +19222,1.58,Premium,E,SI2,61.0,60.0,7963.0,7.54,7.51,4.59 +4030,0.73,Ideal,G,VS1,61.7,56.0,3525.0,5.76,5.79,3.56 +21871,1.17,Premium,D,VS1,61.7,59.0,9934.0,6.72,6.77,4.16 +12570,1.02,Premium,E,SI1,62.6,58.0,5278.0,6.47,6.44,4.05 +34752,0.41,Ideal,H,SI1,62.9,55.0,876.0,4.82,4.75,3.01 +33491,0.32,Ideal,F,VS2,62.5,56.0,828.0,4.38,4.36,2.73 +38846,0.5,Fair,G,SI1,65.0,59.0,1050.0,4.99,4.97,3.24 +24845,1.51,Premium,F,VS2,63.0,56.0,13248.0,7.3,7.26,4.59 +1292,0.7,Ideal,E,VS2,62.6,57.0,2952.0,5.63,5.68,3.54 +1229,1.0,Good,H,I1,57.6,61.0,2940.0,6.67,6.6,3.82 +14627,1.01,Very Good,H,VS1,59.1,59.0,5904.0,6.5,6.59,3.87 +2537,0.9,Fair,D,SI2,65.7,60.0,3205.0,5.98,5.93,3.91 +20287,1.27,Ideal,G,VS2,62.8,54.0,8705.0,6.92,6.87,4.33 +48411,0.51,Very Good,E,VS1,61.8,54.7,1970.0,5.12,5.15,31.8 +7829,0.93,Premium,F,SI1,62.3,58.0,4297.0,6.22,6.18,3.86 +1701,0.71,Ideal,E,VS2,59.5,57.0,3035.0,5.83,5.86,3.48 +38889,0.4,Good,G,VVS2,61.4,64.0,1050.0,4.7,4.65,2.87 +35122,0.36,Ideal,E,VVS2,62.0,54.0,887.0,4.56,4.6,2.84 +1732,0.32,Very Good,E,SI1,60.1,60.0,561.0,4.42,4.47,2.67 +1191,0.7,Very Good,F,VVS2,63.2,58.0,2932.0,5.66,5.6,3.56 +35315,0.37,Ideal,E,VVS2,61.8,54.0,896.0,4.61,4.64,2.86 +23243,1.59,Ideal,E,SI2,62.3,55.0,11251.0,7.52,7.48,4.67 +29326,0.31,Very Good,H,VS1,63.1,57.0,698.0,4.34,4.31,2.73 +43922,0.38,Premium,J,SI1,61.3,59.0,513.0,4.62,4.68,2.85 +29984,0.43,Ideal,I,VS2,61.9,54.0,716.0,4.87,4.88,3.02 +19285,1.11,Very Good,D,VS2,63.2,57.0,8006.0,6.64,6.61,4.18 +24936,2.01,Ideal,E,SI2,62.1,57.0,13387.0,8.0,7.88,4.93 +37011,0.33,Ideal,G,VVS2,60.1,57.0,965.0,4.51,4.48,2.7 +41867,0.38,Ideal,F,VVS1,61.9,54.0,1257.0,4.7,4.67,2.9 +46483,0.58,Good,G,VS1,59.0,62.0,1777.0,5.44,5.48,3.22 +47631,0.67,Good,I,VVS2,58.9,51.0,1882.0,5.74,5.78,3.4 +26042,1.91,Very Good,G,SI1,63.1,59.0,15241.0,7.9,7.86,4.97 +12122,1.35,Premium,G,SI2,60.5,60.0,5167.0,7.16,7.11,4.32 +22981,1.51,Very Good,G,SI1,59.6,60.0,11029.0,7.43,7.47,4.44 +5569,1.0,Good,G,SI2,59.7,63.0,3860.0,6.43,6.5,3.86 +26334,2.01,Premium,F,SI2,59.5,59.0,15841.0,8.24,8.15,4.88 +12867,1.12,Premium,H,SI1,62.2,60.0,5363.0,6.65,6.59,4.12 +24527,1.91,Ideal,G,SI2,62.2,55.0,12816.0,7.94,7.9,4.93 +45672,0.52,Ideal,E,VS2,62.1,56.0,1694.0,5.2,5.17,3.22 +16393,1.39,Ideal,I,SI2,61.6,55.0,6544.0,7.14,7.18,4.41 +48711,0.7,Premium,G,SI1,61.5,58.0,2010.0,5.69,5.76,3.52 +18822,1.5,Very Good,H,SI1,63.4,57.0,7708.0,7.27,7.23,4.59 +45401,0.55,Ideal,H,VVS2,61.6,55.0,1668.0,5.3,5.31,3.26 +44792,0.5,Ideal,E,VS2,62.2,54.0,1624.0,5.08,5.11,3.17 +30020,0.41,Very Good,D,SI1,60.3,63.0,717.0,4.78,4.8,2.89 +391,0.32,Premium,I,SI1,62.7,58.0,554.0,4.37,4.34,2.73 +17236,1.21,Very Good,H,SI1,60.4,58.0,6892.0,6.91,6.96,4.19 +41281,0.31,Very Good,E,IF,61.5,59.0,1209.0,4.34,4.37,2.68 +2873,1.0,Very Good,I,SI2,62.4,63.0,3276.0,6.44,6.35,3.99 +48377,0.63,Ideal,D,SI1,61.5,56.0,1964.0,5.52,5.53,3.4 +50291,0.31,Ideal,E,SI1,61.8,53.9,542.0,4.32,4.35,2.68 +21603,1.5,Good,I,VS1,57.2,62.0,9702.0,7.64,7.61,4.36 +44920,0.53,Ideal,D,SI1,61.7,56.0,1631.0,5.15,5.23,3.2 +44372,0.43,Ideal,F,IF,61.5,56.0,1580.0,4.89,4.86,3.0 +48201,0.55,Ideal,G,VVS2,60.5,56.0,1948.0,5.36,5.37,3.24 +47300,0.3,Very Good,I,SI1,60.5,62.0,394.0,4.33,4.37,2.63 +2324,1.01,Very Good,H,I1,63.2,58.0,3167.0,6.39,6.33,4.02 +3463,0.72,Ideal,I,VS2,61.4,56.0,3391.0,5.77,5.83,3.56 +5442,0.91,Very Good,G,SI1,63.0,57.0,3830.0,6.14,6.2,3.89 +13179,1.11,Premium,H,VS2,61.7,58.0,5450.0,6.64,6.69,4.11 +26782,2.06,Ideal,I,SI1,61.9,56.0,16626.0,8.17,8.19,5.06 +14425,1.01,Good,E,SI1,64.0,60.0,5823.0,6.38,6.28,4.05 +49149,0.96,Fair,G,I1,64.5,60.0,2068.0,6.16,6.11,3.96 +23501,2.0,Very Good,J,SI2,62.8,57.0,11510.0,8.02,8.05,5.04 +1428,0.9,Very Good,H,SI2,63.1,60.0,2972.0,6.14,6.09,3.86 +44509,0.52,Ideal,D,SI1,60.0,56.0,1600.0,5.19,5.24,3.13 +39922,0.41,Ideal,D,VVS2,61.1,56.0,1105.0,4.78,4.81,2.93 +938,0.77,Ideal,D,SI2,61.5,55.0,2885.0,5.9,5.93,3.64 +8532,1.28,Ideal,G,I1,61.6,57.0,4428.0,6.93,6.96,4.28 +44204,0.51,Good,F,VS2,63.2,56.5,1569.0,5.05,5.08,3.2 +11207,1.01,Premium,H,VS2,61.3,59.0,4959.0,6.44,6.48,3.96 +4376,1.03,Good,D,SI2,63.8,54.0,3607.0,6.36,6.3,4.04 +6381,0.25,Premium,E,VVS2,62.5,59.0,576.0,4.02,4.05,2.52 +12606,1.01,Premium,F,SI1,62.9,59.0,5288.0,6.38,6.31,3.99 +13752,1.27,Ideal,J,VS2,61.6,56.1,5606.0,6.94,7.0,4.29 +6017,0.91,Premium,H,VS2,62.3,57.0,3963.0,6.22,6.13,3.85 +20011,0.3,Very Good,H,SI1,61.3,61.0,421.0,4.25,4.27,2.61 +37224,0.43,Ideal,E,SI1,62.6,56.0,975.0,4.82,4.79,3.01 +45327,0.32,Good,E,SI1,63.4,56.0,524.0,4.31,4.34,2.74 +38490,0.42,Ideal,F,VS1,62.3,55.0,1031.0,4.77,4.79,2.98 +37502,0.3,Premium,E,IF,61.9,61.0,984.0,4.32,4.27,2.66 +6152,0.93,Ideal,E,SI2,62.1,55.0,3990.0,6.27,6.29,3.9 +22422,1.53,Very Good,H,SI1,61.3,56.0,10446.0,7.42,7.44,4.56 +41706,0.53,Good,H,SI1,63.7,55.0,1242.0,5.15,5.12,3.27 +27181,1.56,Ideal,F,VS1,61.7,56.0,17455.0,7.48,7.46,4.61 +4194,1.0,Ideal,F,SI2,61.0,55.0,3562.0,6.45,6.41,3.92 +26837,1.54,Premium,D,VS2,59.3,59.0,16736.0,7.54,7.61,4.49 +29360,0.31,Ideal,G,VS2,62.7,57.0,698.0,4.34,4.31,2.71 +27151,2.04,Premium,E,SI2,58.3,58.0,17379.0,8.35,8.31,4.86 +45058,0.62,Fair,F,SI1,55.1,66.0,1641.0,5.85,5.7,3.18 +20388,0.31,Premium,H,VVS2,61.2,59.0,625.0,4.34,4.38,2.67 +8447,0.81,Ideal,F,VS1,62.3,55.0,4412.0,5.97,6.0,3.73 +49293,0.33,Ideal,H,VS2,60.6,56.0,539.0,4.51,4.54,2.74 +12742,1.01,Ideal,H,VS2,60.6,57.0,5317.0,6.54,6.49,3.95 +42746,0.51,Good,E,SI1,63.5,54.0,1343.0,5.07,5.1,3.23 +53492,0.71,Very Good,D,SI1,61.0,58.0,2683.0,5.71,5.87,3.53 +32060,0.33,Premium,I,VVS1,62.5,61.0,780.0,4.42,4.38,2.75 +1060,0.31,Very Good,I,VS2,63.2,55.0,558.0,4.4,4.3,2.75 +11331,1.26,Very Good,J,SI1,61.8,58.0,4989.0,6.88,6.91,4.26 +10192,1.02,Ideal,I,SI1,62.0,56.0,4738.0,6.44,6.46,4.0 +33104,0.32,Ideal,E,VVS2,61.2,56.0,816.0,4.39,4.43,2.7 +3961,1.01,Very Good,G,SI2,63.1,55.0,3507.0,6.36,6.31,4.0 +34563,0.38,Very Good,D,VS2,58.8,61.0,871.0,4.72,4.77,2.79 +11858,1.03,Premium,I,VS1,60.4,59.0,5104.0,6.57,6.51,3.95 +15603,1.09,Ideal,D,SI1,62.8,54.0,6259.0,6.6,6.62,4.15 +40594,0.28,Ideal,G,VS2,62.2,54.0,497.0,4.21,4.24,2.63 +12784,0.9,Very Good,D,VS1,60.3,58.0,5331.0,6.23,6.28,3.77 +19532,1.5,Good,H,VS2,64.3,60.0,8165.0,7.16,7.08,4.58 +36371,0.33,Ideal,D,VS2,61.5,56.0,940.0,4.47,4.5,2.76 +24211,2.14,Ideal,H,SI2,61.9,57.0,12400.0,8.34,8.28,5.14 +7815,1.0,Ideal,H,SI2,59.4,55.0,4295.0,6.59,6.65,3.93 +37958,0.41,Ideal,F,VS1,62.6,55.0,1007.0,4.75,4.77,2.98 +52982,0.71,Very Good,H,VVS2,62.5,56.0,2594.0,5.65,5.68,3.54 +30103,0.32,Very Good,H,VS1,63.1,57.0,720.0,4.37,4.34,2.75 +46655,0.51,Ideal,D,VS2,61.2,55.0,1787.0,5.16,5.18,3.16 +28043,0.27,Ideal,E,VVS1,61.7,57.0,659.0,4.14,4.16,2.56 +22804,2.02,Ideal,H,SI2,62.1,57.0,10826.0,8.13,8.09,5.04 +1243,0.79,Ideal,G,SI1,61.6,55.0,2944.0,5.96,5.98,3.68 +16047,0.3,Very Good,H,VS2,63.5,54.0,608.0,4.3,4.27,2.72 +7873,0.9,Good,H,VS1,63.5,59.0,4309.0,6.1,6.13,3.88 +5640,0.9,Premium,G,SI1,60.2,59.0,3879.0,6.27,6.23,3.76 +38171,0.34,Ideal,G,IF,61.9,57.0,1014.0,4.47,4.48,2.77 +30022,0.41,Very Good,D,SI1,63.0,56.0,717.0,4.75,4.8,3.01 +15792,1.24,Premium,D,SI1,59.3,60.0,6319.0,7.05,7.01,4.16 +6345,0.9,Premium,H,VS2,61.6,58.0,4032.0,6.26,6.18,3.83 +37063,0.43,Ideal,F,VS2,61.1,56.0,968.0,4.91,4.88,2.99 +50223,0.52,Ideal,E,VVS2,62.0,54.0,2230.0,5.16,5.19,3.21 +28958,0.31,Premium,I,VS2,61.1,58.0,435.0,4.36,4.38,2.67 +47487,0.57,Ideal,D,VS2,62.1,56.0,1864.0,5.29,5.34,3.3 +1737,0.32,Premium,G,VS2,62.3,58.0,561.0,4.36,4.41,2.73 +26325,2.1,Fair,F,SI2,64.7,61.0,15827.0,7.97,7.92,5.14 +9928,1.09,Ideal,I,SI1,59.4,61.0,4692.0,6.68,6.73,3.98 +7661,1.01,Premium,G,SI2,60.1,60.0,4270.0,6.48,6.44,3.88 +47066,0.52,Ideal,D,VS2,61.7,56.0,1822.0,5.16,5.18,3.19 +31630,0.3,Ideal,H,SI1,62.2,57.0,450.0,4.27,4.28,2.66 +29110,0.34,Premium,H,VS2,61.1,58.0,689.0,4.5,4.47,2.74 +4898,0.9,Premium,I,VS1,61.0,55.0,3720.0,6.29,6.27,3.83 +53250,0.76,Premium,E,SI1,61.6,59.0,2644.0,5.83,5.79,3.58 +15121,1.2,Very Good,H,SI1,60.8,58.0,6077.0,6.8,6.85,4.15 +39851,0.38,Ideal,E,VVS2,61.6,55.0,1100.0,4.67,4.72,2.89 +33785,0.4,Ideal,F,VS2,62.7,56.0,842.0,4.73,4.77,2.98 +2949,1.01,Fair,E,SI2,64.6,59.0,3294.0,6.22,6.18,4.01 +32557,0.32,Ideal,F,VVS2,60.9,56.0,800.0,4.44,4.46,2.71 +41087,0.41,Ideal,F,VVS2,62.9,54.0,1192.0,4.74,4.7,2.97 +13098,1.21,Ideal,J,VS1,62.3,55.0,5421.0,6.86,6.81,4.26 +15805,1.17,Ideal,H,VS2,60.3,61.0,6324.0,6.84,6.8,4.11 +39933,0.3,Premium,H,VS1,62.1,59.0,491.0,4.25,4.28,2.65 +10651,1.01,Ideal,H,SI1,62.2,57.0,4836.0,6.43,6.37,3.98 +22846,1.51,Good,E,SI2,58.9,61.0,10884.0,7.54,7.5,4.43 +31351,0.34,Ideal,F,VS1,61.9,55.0,760.0,4.49,4.52,2.79 +34005,0.42,Ideal,G,VS2,61.8,56.0,847.0,4.81,4.84,2.98 +4507,0.91,Very Good,E,SI2,62.5,59.0,3632.0,6.16,6.23,3.87 +31693,0.4,Ideal,I,VS2,61.7,57.0,770.0,4.73,4.77,2.93 +39518,0.32,Premium,E,VVS2,61.5,58.0,1080.0,4.42,4.36,2.7 +24940,1.58,Ideal,H,VVS2,61.4,56.0,13397.0,7.49,7.52,4.61 +9338,0.94,Premium,E,SI1,62.0,58.0,4580.0,6.27,6.24,3.88 +862,0.75,Ideal,I,SI1,61.8,55.0,2871.0,5.83,5.85,3.61 +51577,0.54,Good,E,VVS2,57.5,61.0,2391.0,5.47,5.39,3.12 +48864,0.7,Good,I,SI1,63.8,57.0,2034.0,5.63,5.66,3.6 +25757,1.51,Very Good,E,VS2,62.4,59.0,14709.0,7.26,7.36,4.56 +33018,0.31,Ideal,F,VVS2,60.2,55.0,814.0,4.43,4.45,2.67 +22680,1.56,Ideal,H,SI1,62.4,54.0,10728.0,7.48,7.43,4.65 +12945,1.01,Fair,D,SI1,65.0,57.0,5385.0,6.3,6.22,4.07 +5234,0.9,Very Good,G,SI2,63.2,58.0,3787.0,6.05,6.1,3.84 +27877,0.4,Ideal,G,SI2,61.8,56.0,654.0,4.75,4.77,2.94 +15850,1.5,Fair,H,SI1,68.0,59.0,6340.0,7.12,6.82,4.76 +14018,1.01,Good,G,VS2,57.5,62.0,5701.0,6.58,6.53,3.77 +6689,1.11,Very Good,E,SI2,61.7,63.0,4102.0,6.54,6.65,4.07 +52099,0.7,Premium,G,VS1,58.3,58.0,2459.0,5.9,5.86,3.43 +48358,0.56,Ideal,D,VS2,60.9,56.0,1963.0,5.31,5.36,3.25 +52162,0.6,Ideal,D,VS2,61.4,53.0,2473.0,5.45,5.5,3.36 +13942,1.22,Premium,H,SI2,60.7,59.0,5671.0,6.91,6.87,4.18 +24605,2.23,Premium,H,SI2,59.4,59.0,12921.0,8.6,8.54,5.09 +53761,0.83,Very Good,G,SI2,61.6,57.0,2725.0,6.02,6.06,3.72 +41350,0.5,Good,E,SI1,64.0,56.0,1217.0,5.03,4.9,3.18 +4462,0.93,Premium,F,SI2,59.5,60.0,3620.0,6.39,6.36,3.79 +28481,0.32,Very Good,E,SI1,63.5,56.0,672.0,4.38,4.34,2.77 +5595,1.01,Fair,H,SI1,64.5,59.0,3869.0,6.27,6.23,4.03 +21165,1.0,Very Good,E,VVS2,61.7,55.0,9324.0,6.38,6.42,3.95 +52876,0.53,Good,E,VVS2,63.4,61.0,2582.0,5.11,5.18,3.26 +47531,0.57,Ideal,F,VS2,60.8,57.0,1869.0,5.34,5.37,3.25 +7620,1.01,Very Good,D,SI2,61.8,57.0,4260.0,6.42,6.47,3.98 +15357,1.28,Premium,H,SI2,62.0,57.0,6164.0,7.0,6.94,4.32 +40244,0.37,Ideal,D,VS2,61.6,56.0,1124.0,4.63,4.59,2.84 +36066,0.38,Ideal,E,VS1,61.6,56.0,924.0,4.65,4.7,2.88 +34981,0.34,Ideal,F,VS2,62.1,56.0,880.0,4.47,4.45,2.77 +39467,0.53,Very Good,G,SI2,60.0,56.0,1079.0,5.28,5.32,3.18 +21080,1.35,Premium,G,VS2,62.7,56.0,9253.0,7.08,7.05,4.43 +9435,1.19,Premium,I,VS2,59.3,59.0,4591.0,6.98,6.88,4.11 +7964,1.06,Good,E,SI2,63.9,60.0,4321.0,6.45,6.41,4.11 +45912,0.53,Ideal,E,VS2,61.3,55.0,1721.0,5.2,5.24,3.2 +19341,1.02,Ideal,G,VVS2,61.1,57.0,8042.0,6.51,6.48,3.97 +51106,0.72,Very Good,I,VS2,63.9,58.0,2337.0,5.65,5.68,3.62 +22146,2.01,Fair,H,SI2,64.9,56.0,10184.0,7.88,7.81,5.09 +21140,1.31,Premium,G,VS2,60.3,58.0,9296.0,7.13,7.1,4.29 +48803,0.55,Ideal,G,VS1,62.2,54.3,2025.0,5.24,5.27,3.27 +13358,0.24,Very Good,E,VS2,61.5,58.0,419.0,4.02,4.05,2.48 +51896,0.73,Ideal,E,SI2,62.8,55.0,2431.0,5.73,5.76,3.61 +2678,0.73,Ideal,I,VVS1,61.8,57.0,3239.0,5.75,5.77,3.56 +50628,0.25,Good,H,VVS1,60.6,64.0,401.0,4.05,4.07,2.46 +27800,0.37,Very Good,E,SI1,59.9,59.0,649.0,4.68,4.7,2.81 +43471,0.59,Very Good,D,SI2,62.7,58.0,1419.0,5.32,5.37,3.35 +505,0.7,Good,E,SI1,61.4,64.0,2822.0,5.71,5.66,3.49 +15509,1.06,Good,G,VS2,63.1,59.0,6212.0,6.45,6.48,4.08 +11577,1.26,Premium,J,SI2,62.7,58.0,5038.0,6.95,6.9,4.34 +34992,0.4,Very Good,D,VS2,61.6,59.0,881.0,4.7,4.75,2.91 +48435,0.51,Premium,G,VVS2,61.7,58.0,1974.0,5.18,5.13,3.18 +42160,0.51,Very Good,E,SI1,62.9,55.0,1284.0,5.06,5.12,3.2 +20352,1.04,Very Good,E,VVS2,62.4,58.0,8748.0,6.46,6.4,4.01 +21573,1.44,Good,G,VS1,63.6,58.0,9677.0,7.01,6.96,4.44 +37090,0.41,Premium,E,SI1,62.4,58.0,969.0,4.77,4.75,2.97 +51175,0.34,Ideal,D,IF,59.8,57.0,2346.0,4.59,4.57,2.74 +32968,0.32,Good,H,SI1,63.1,58.0,461.0,4.33,4.36,2.74 +32413,0.41,Ideal,D,SI1,61.7,54.0,791.0,4.78,4.79,2.95 +21469,1.24,Ideal,F,VS2,61.6,54.0,9569.0,6.95,6.91,4.27 +3062,0.73,Ideal,E,VS2,61.5,56.0,3310.0,5.79,5.82,3.57 +52061,0.7,Ideal,E,SI2,62.1,56.0,2453.0,5.65,5.68,3.52 +45322,0.32,Very Good,E,SI1,60.4,61.0,524.0,4.39,4.42,2.66 +1315,0.72,Ideal,F,VS2,62.6,56.0,2956.0,5.75,5.72,3.59 +39211,0.39,Very Good,E,VS2,63.1,56.0,1065.0,4.69,4.63,2.94 +17328,1.09,Premium,G,VS1,62.5,59.0,6951.0,6.57,6.54,4.1 +31046,0.34,Ideal,D,SI1,62.0,55.0,750.0,4.53,4.5,2.8 +10586,1.01,Very Good,D,SI1,62.7,58.0,4821.0,6.34,6.38,3.99 +37369,0.4,Very Good,F,VS1,60.4,61.0,982.0,4.74,4.77,2.87 +19248,1.27,Premium,E,SI1,60.9,59.0,7980.0,7.03,6.97,4.26 +50763,0.75,Very Good,I,SI1,63.7,56.0,2300.0,5.73,5.77,3.66 +9268,0.9,Premium,E,VS2,63.0,57.0,4562.0,6.15,6.07,3.85 +43664,0.5,Ideal,F,VS2,62.7,57.0,1436.0,5.06,5.11,3.19 +24268,1.71,Very Good,H,VS2,58.8,60.0,12493.0,7.8,7.85,4.6 +29082,0.36,Ideal,H,VVS2,61.4,55.0,689.0,4.57,4.6,2.82 +8540,0.91,Very Good,H,VS2,60.8,58.0,4430.0,6.21,6.25,3.79 +19030,0.27,Very Good,E,VVS2,63.8,54.0,621.0,4.06,4.09,2.6 +37489,0.35,Ideal,E,VS2,62.5,55.0,984.0,4.52,4.5,2.82 +52290,0.71,Very Good,I,VVS2,62.5,57.0,2495.0,5.68,5.74,3.57 +13685,1.01,Good,G,VS2,63.2,57.0,5599.0,6.3,6.35,4.0 +2205,1.02,Premium,H,I1,62.5,60.0,3141.0,6.39,6.41,4.0 +9738,1.2,Premium,J,SI1,61.5,59.0,4657.0,6.84,6.81,4.2 +48470,0.74,Very Good,J,VS2,62.3,55.0,1978.0,5.79,5.83,3.62 +31551,0.31,Ideal,D,VS1,60.5,57.0,766.0,4.4,4.43,2.67 +21038,0.31,Premium,H,VVS2,62.3,60.0,625.0,4.31,4.36,2.7 +42394,0.46,Good,F,VVS1,66.5,55.0,1307.0,4.77,4.82,3.19 +37496,0.53,Premium,E,SI2,62.2,57.0,984.0,5.2,5.16,3.22 +50,0.29,Very Good,H,SI2,60.7,60.0,404.0,4.33,4.37,2.64 +49829,0.56,Premium,G,VVS1,59.7,59.0,2167.0,5.41,5.35,3.21 +497,0.71,Premium,D,SI1,61.3,58.0,2822.0,5.75,5.73,3.52 +32836,0.35,Ideal,G,VS2,61.3,56.0,807.0,4.55,4.58,2.8 +24024,2.0,Very Good,J,SI1,62.2,59.0,12196.0,7.92,7.97,4.94 +11069,0.34,Ideal,H,VS1,62.7,57.0,596.0,4.45,4.48,2.8 +52004,0.7,Premium,E,SI1,62.0,60.0,2444.0,5.72,5.67,3.53 +22065,1.3,Ideal,F,VS2,62.2,56.0,10090.0,6.98,6.94,4.33 +8636,1.07,Very Good,I,SI1,62.6,58.0,4451.0,6.49,6.57,4.09 +44530,0.5,Ideal,F,VS1,61.4,58.0,1601.0,5.07,5.12,3.13 +20185,1.39,Premium,F,SI1,62.1,58.0,8631.0,7.16,7.1,4.43 +37480,0.35,Ideal,H,IF,61.9,55.0,984.0,4.54,4.51,2.8 +12185,1.21,Premium,G,SI2,59.1,55.0,5184.0,7.04,6.98,4.14 +41592,0.23,Very Good,G,VS1,62.2,55.0,391.0,3.93,3.95,2.45 +48679,0.51,Ideal,G,VVS1,62.6,57.0,2005.0,5.08,5.14,3.2 +21611,1.52,Fair,D,SI1,64.6,64.0,9704.0,7.18,7.16,4.63 +38269,0.3,Ideal,J,VS2,62.1,56.0,384.0,4.29,4.34,2.68 +35624,0.3,Very Good,H,VS2,63.0,59.0,473.0,4.25,4.29,2.69 +45766,0.61,Ideal,H,VS1,61.6,56.9,1706.0,5.4,5.49,3.36 +2398,0.32,Very Good,G,VS2,62.0,59.0,561.0,4.37,4.41,2.72 +52664,0.71,Premium,I,VVS1,62.0,58.0,2549.0,5.65,5.7,3.52 +18492,1.0,Very Good,E,VS1,62.3,53.0,7528.0,6.35,6.39,3.97 +12765,0.9,Very Good,F,VS1,61.2,56.0,5324.0,6.18,6.23,3.8 +25723,2.22,Ideal,G,SI2,62.6,57.0,14637.0,8.35,8.29,5.21 +24370,0.41,Ideal,J,VS2,61.8,55.0,637.0,4.78,4.81,2.96 +3538,0.7,Premium,D,VS1,62.5,60.0,3410.0,5.67,5.62,3.53 +48465,0.58,Very Good,D,VS2,60.2,57.0,1977.0,5.41,5.45,3.27 +45652,0.38,Ideal,J,SI1,62.0,54.0,525.0,4.67,4.71,2.91 +47030,0.57,Ideal,E,VS2,61.6,56.0,1819.0,5.38,5.34,3.3 +6191,1.01,Ideal,J,SI2,61.4,56.0,3997.0,6.44,6.47,3.97 +15739,1.01,Ideal,G,VS2,62.0,57.0,6295.0,6.4,6.44,3.98 +41870,0.38,Ideal,F,VVS1,62.2,57.0,1257.0,4.68,4.64,2.9 +18618,1.06,Ideal,G,VS1,61.6,56.0,7594.0,6.53,6.57,4.04 +38198,0.41,Premium,D,SI1,60.5,60.0,1015.0,4.81,4.77,2.9 +76,0.26,Very Good,F,VVS2,59.2,60.0,554.0,4.19,4.22,2.49 +30981,0.37,Premium,F,VS2,61.9,59.0,746.0,4.57,4.61,2.84 +16239,1.37,Premium,G,SI2,59.6,60.0,6495.0,7.24,7.18,4.3 +23999,1.59,Ideal,H,VS1,61.8,57.0,12157.0,7.49,7.42,4.61 +37986,0.39,Ideal,G,VVS1,61.8,54.4,1008.0,4.69,4.73,2.92 +31290,0.32,Ideal,I,SI1,61.9,54.0,450.0,4.41,4.45,2.74 +27285,2.56,Ideal,J,SI1,61.4,58.0,17753.0,8.73,8.76,5.37 +394,0.32,Premium,I,SI1,61.0,59.0,554.0,4.39,4.36,2.67 +29332,0.31,Good,H,VS1,63.6,55.0,698.0,4.32,4.29,2.74 +25196,2.07,Premium,H,SI1,62.0,58.0,13786.0,8.17,8.09,5.04 +19459,2.01,Very Good,H,I1,61.7,63.0,8104.0,7.94,7.91,4.89 +16931,1.01,Fair,F,VS1,64.7,54.0,6759.0,6.33,6.28,4.08 +45948,0.56,Ideal,D,SI1,62.5,56.0,1723.0,5.24,5.26,3.28 +31404,0.3,Ideal,G,VVS1,61.9,57.0,764.0,4.28,4.31,2.66 +5614,0.98,Ideal,I,SI2,62.6,54.0,3873.0,6.35,6.39,3.99 +51724,0.7,Very Good,F,SI1,59.8,59.0,2401.0,5.74,5.8,3.45 +47807,0.57,Very Good,F,VVS2,62.6,58.0,1902.0,5.32,5.38,3.34 +53267,0.7,Premium,F,VS2,62.5,56.0,2648.0,5.67,5.63,3.53 +10932,1.23,Very Good,J,VS2,62.9,59.0,4896.0,6.8,6.85,4.29 +3942,0.7,Premium,D,VS1,61.0,59.0,3501.0,5.79,5.72,3.51 +18127,1.12,Premium,G,VS1,58.4,58.0,7338.0,6.87,6.84,4.0 +13593,1.01,Very Good,F,VS2,61.0,59.0,5560.0,6.39,6.46,3.92 +24675,1.22,Ideal,F,VVS1,61.2,57.0,13029.0,6.88,6.92,4.22 +52900,0.78,Very Good,F,SI2,62.4,59.0,2586.0,5.86,5.91,3.67 +40930,0.3,Ideal,E,SI1,62.3,56.0,499.0,4.29,4.32,2.68 +28426,0.3,Ideal,D,VS2,62.3,58.0,670.0,4.25,4.29,2.66 +1559,0.7,Ideal,H,VS1,61.7,55.0,3004.0,5.69,5.72,3.52 +47245,0.65,Ideal,F,SI1,61.4,58.0,1841.0,5.56,5.5,3.39 +16808,1.2,Very Good,E,SI1,61.0,59.0,6703.0,6.91,6.83,4.19 +35830,0.41,Good,F,VVS1,63.9,56.0,915.0,4.71,4.74,3.02 +21830,1.76,Very Good,I,SI2,62.0,57.0,9898.0,7.7,7.74,4.78 +3051,0.27,Ideal,G,VVS2,60.8,57.0,566.0,4.18,4.2,2.54 +13404,0.32,Very Good,F,VS2,61.2,58.0,602.0,4.38,4.41,2.69 +35214,0.36,Ideal,G,VVS1,60.0,56.0,892.0,4.66,4.69,2.81 +34732,0.37,Ideal,D,VS2,61.6,56.0,876.0,4.59,4.63,2.84 +39146,0.41,Ideal,G,VS2,62.5,56.0,1061.0,4.75,4.72,2.96 +28380,0.33,Premium,I,VS1,61.1,59.0,668.0,4.47,4.44,2.72 +21794,1.7,Ideal,H,SI2,61.9,59.0,9864.0,7.59,7.67,4.72 +28272,0.32,Good,D,I1,64.0,54.0,361.0,4.33,4.36,2.78 +52189,0.7,Ideal,G,SI1,62.5,56.0,2478.0,5.67,5.69,3.55 +24712,0.3,Very Good,H,VS1,63.2,59.0,639.0,4.31,4.27,2.71 +14487,1.0,Very Good,D,SI1,63.2,60.0,5851.0,6.31,6.35,4.0 +42068,0.5,Fair,G,VS1,64.9,57.0,1271.0,4.98,4.94,3.22 +28789,0.37,Good,D,SI1,63.7,55.0,681.0,4.55,4.59,2.91 +6275,1.0,Premium,E,SI2,60.4,62.0,4014.0,6.52,6.42,3.91 +32935,0.37,Ideal,E,VS2,62.7,56.0,811.0,4.55,4.6,2.87 +10963,1.06,Premium,D,SI2,61.6,61.0,4903.0,6.59,6.53,4.04 +47547,0.52,Ideal,F,VS1,62.0,57.0,1872.0,5.16,5.13,3.19 +47641,0.23,Very Good,D,VVS1,62.5,58.0,530.0,3.94,3.96,2.47 +42827,0.57,Ideal,I,VS1,61.6,56.0,1355.0,5.33,5.35,3.29 +9933,1.05,Very Good,H,SI1,63.5,57.0,4692.0,6.47,6.44,4.1 +33880,0.3,Premium,E,VS2,60.7,59.0,844.0,4.33,4.3,2.62 +12333,1.01,Very Good,E,SI1,63.4,60.0,5226.0,6.34,6.3,4.01 +43246,0.42,Ideal,E,VVS1,61.6,56.0,1400.0,4.81,4.84,2.97 +47171,0.59,Ideal,D,SI1,61.6,57.0,1835.0,5.44,5.41,3.34 +7154,1.0,Very Good,E,SI2,63.7,60.0,4181.0,6.24,6.32,4.0 +17755,1.33,Ideal,I,VS2,61.1,54.0,7148.0,7.14,7.15,4.37 +6336,1.0,Premium,J,VS1,62.8,57.0,4032.0,6.39,6.35,4.0 +15969,1.33,Premium,I,VS1,61.7,58.0,6390.0,7.09,7.14,4.39 +30705,0.4,Premium,F,SI1,62.6,59.0,737.0,4.68,4.74,2.95 +44749,0.52,Ideal,I,VVS1,62.0,55.0,1619.0,5.19,5.17,3.21 +37528,0.31,Ideal,E,IF,62.2,54.0,987.0,4.33,4.35,2.7 +10951,1.06,Very Good,H,SI1,60.2,59.0,4900.0,6.6,6.55,3.96 +20671,1.56,Premium,H,SI2,58.8,59.0,8954.0,7.64,7.6,4.48 +18079,1.25,Very Good,H,VS2,62.1,56.0,7305.0,6.91,6.96,4.31 +36378,0.41,Ideal,H,VS2,61.3,56.0,941.0,4.81,4.84,2.96 +28901,0.3,Very Good,H,VVS1,62.2,58.0,684.0,4.26,4.29,2.66 +9171,0.91,Good,G,VVS2,64.1,58.0,4543.0,6.06,6.1,3.9 +53357,0.7,Good,E,VS1,65.5,57.0,2657.0,5.46,5.54,3.6 +53102,0.7,Ideal,E,SI1,62.7,57.0,2614.0,5.64,5.66,3.54 +28992,0.34,Ideal,F,VS2,62.1,55.0,686.0,4.47,4.51,2.79 +44265,0.52,Ideal,E,VS2,61.4,54.0,1576.0,5.2,5.23,3.2 +36644,0.43,Premium,F,SI1,61.7,58.0,948.0,4.84,4.82,2.98 +53364,0.7,Premium,G,VS2,62.2,61.0,2657.0,5.59,5.54,3.46 +46095,0.53,Ideal,F,VS1,61.6,55.0,1740.0,5.24,5.21,3.22 +4391,0.31,Very Good,D,SI1,62.9,56.0,571.0,4.31,4.34,2.72 +40745,0.51,Ideal,H,VS2,61.6,55.0,1163.0,5.13,5.16,3.17 +16436,1.11,Very Good,E,SI1,62.4,57.0,6563.0,6.58,6.6,4.11 +20931,1.0,Premium,F,VVS2,61.5,59.0,9139.0,6.4,6.38,3.93 +11119,1.27,Ideal,G,SI2,58.8,56.0,4936.0,7.16,7.06,4.18 +39813,0.4,Ideal,G,VVS1,60.8,57.0,1097.0,4.78,4.81,2.91 +37931,0.24,Premium,D,VS2,61.4,55.0,485.0,4.05,3.99,2.47 +16516,1.0,Very Good,E,VS2,62.8,60.0,6600.0,6.32,6.36,3.98 +16150,1.31,Good,I,VS1,64.3,58.7,6455.0,6.84,6.87,4.41 +3510,0.75,Ideal,E,VS1,62.0,55.0,3402.0,5.88,5.83,3.66 +9809,1.01,Very Good,H,SI1,63.3,56.0,4669.0,6.35,6.39,4.03 +9902,1.07,Ideal,J,VS2,61.6,56.0,4686.0,6.59,6.55,4.04 +47455,0.53,Very Good,E,VS2,62.3,56.7,1857.0,5.19,5.23,3.25 +11705,0.34,Ideal,G,VS2,61.3,55.0,596.0,4.49,4.51,2.76 +33532,0.35,Ideal,D,VS2,61.9,55.0,829.0,4.5,4.54,2.8 +32908,0.44,Ideal,F,SI1,61.0,57.0,810.0,4.89,4.91,2.99 +51265,0.83,Good,F,SI2,57.5,61.0,2358.0,6.22,6.17,3.56 +20280,1.2,Ideal,G,VS1,62.0,57.0,8701.0,6.81,6.78,4.21 +39259,0.38,Ideal,E,VS1,62.1,56.0,1069.0,4.65,4.62,2.88 +29839,0.3,Ideal,D,VS2,62.5,55.0,710.0,4.3,4.31,2.69 +31131,0.3,Very Good,E,VS1,61.7,56.0,755.0,4.3,4.33,2.66 +25015,2.0,Premium,J,VS2,61.5,59.0,13552.0,8.06,8.11,4.97 +42186,0.5,Ideal,G,SI1,62.1,56.0,1286.0,5.09,5.05,3.15 +25124,2.07,Premium,J,VS2,61.5,59.0,13675.0,8.16,8.2,5.03 +52222,0.71,Premium,F,SI2,61.6,59.0,2482.0,5.75,5.71,3.53 +11895,1.2,Very Good,G,SI2,59.7,59.0,5116.0,6.89,6.94,4.13 +5567,0.9,Good,G,VS2,63.9,61.0,3859.0,5.97,6.01,3.83 +4907,1.12,Premium,F,SI2,62.4,59.0,3723.0,6.6,6.54,4.1 +43661,0.5,Good,D,SI1,63.2,57.0,1436.0,5.02,5.07,3.19 +8878,1.1,Ideal,G,SI1,62.5,57.0,4484.0,6.61,6.58,4.12 +25102,1.53,Ideal,H,VVS2,62.2,57.0,13629.0,7.32,7.37,4.57 +51832,0.72,Good,F,SI1,63.6,55.0,2421.0,5.71,5.64,3.61 +18466,1.21,Ideal,H,VS2,62.9,55.0,7513.0,6.77,6.8,4.27 +45157,0.5,Ideal,D,SI1,61.6,55.0,1654.0,5.13,5.1,3.15 +38511,0.5,Fair,G,VS2,65.7,57.0,1031.0,4.97,4.9,3.24 +23770,2.01,Premium,H,SI2,62.5,62.0,11825.0,8.09,8.04,5.04 +20455,1.1,Premium,D,VS2,58.2,57.0,8796.0,6.81,6.77,3.95 +27967,0.3,Ideal,E,VS2,61.5,55.0,658.0,4.28,4.31,2.64 +42995,0.54,Ideal,G,SI1,62.0,54.0,1368.0,5.25,5.27,3.26 +29190,0.4,Ideal,F,SI1,62.0,57.0,694.0,4.72,4.76,2.94 +38630,0.31,Very Good,H,VS2,62.5,54.0,489.0,4.35,4.39,2.73 +35592,0.4,Premium,E,SI1,62.8,59.0,907.0,4.7,4.67,2.94 +844,0.75,Very Good,E,SI1,63.1,56.0,2868.0,5.78,5.7,3.62 +21709,0.31,Ideal,G,SI1,61.7,55.0,627.0,4.38,4.4,2.71 +19957,1.24,Ideal,G,VS2,62.1,56.0,8504.0,6.87,6.91,4.28 +27569,2.0,Good,F,SI1,63.0,61.0,18376.0,7.85,7.99,4.99 +5898,0.9,Ideal,G,SI1,62.2,56.0,3931.0,6.2,6.14,3.84 +22194,1.51,Ideal,I,SI1,61.8,56.0,10232.0,7.37,7.34,4.55 +45646,0.25,Ideal,G,VVS2,61.9,55.0,525.0,4.07,4.1,2.53 +8749,1.06,Very Good,H,SI2,61.7,59.5,4465.0,6.51,6.53,4.02 +21311,1.04,Ideal,G,VVS2,61.5,57.0,9465.0,6.51,6.54,4.01 +8371,0.31,Very Good,F,VS2,60.7,61.0,583.0,4.36,4.4,2.66 +32276,0.3,Premium,G,VVS1,60.7,58.0,789.0,4.34,4.36,2.64 +33648,0.32,Very Good,F,VVS1,62.8,60.0,834.0,4.32,4.34,2.72 +31507,0.34,Premium,G,VS2,61.0,58.0,765.0,4.49,4.46,2.73 +6046,0.32,Ideal,E,SI2,62.7,57.0,576.0,4.37,4.34,2.73 +9782,0.86,Very Good,E,VS2,62.3,56.0,4665.0,6.05,6.08,3.78 +31990,0.3,Ideal,F,VS2,62.9,57.0,776.0,4.29,4.27,2.69 +18950,1.01,Ideal,F,VS1,60.7,57.0,7792.0,6.52,6.49,3.95 +32116,0.32,Ideal,H,IF,61.9,54.2,783.0,4.38,4.42,2.72 +2292,0.81,Ideal,D,SI2,61.9,54.0,3160.0,5.96,5.99,3.7 +26002,1.51,Ideal,F,VS2,61.5,57.0,15226.0,7.39,7.36,4.54 +36714,0.42,Ideal,E,SI1,62.1,55.0,953.0,4.81,4.79,2.98 +47507,0.74,Good,G,SI1,64.2,59.0,1865.0,5.69,5.62,3.63 +42863,0.57,Ideal,E,SI2,58.8,57.0,1357.0,5.49,5.46,3.22 +21695,0.34,Premium,D,SI1,59.7,59.0,626.0,4.54,4.57,2.72 +39602,0.3,Ideal,I,VS1,62.4,54.0,491.0,4.3,4.32,2.69 +19127,1.39,Very Good,I,VS1,62.2,57.0,7893.0,7.17,7.1,4.44 +10063,0.32,Premium,H,SI1,60.9,60.0,591.0,4.43,4.4,2.69 +3326,0.7,Very Good,D,VS1,62.8,58.0,3375.0,5.65,5.68,3.56 +5879,1.18,Premium,I,SI2,62.9,58.0,3925.0,6.77,6.7,4.24 +42507,0.53,Very Good,F,SI1,60.9,60.0,1322.0,5.16,5.22,3.16 +3229,0.72,Ideal,G,VVS2,61.2,57.0,3352.0,5.76,5.77,3.53 +14960,1.66,Good,F,I1,62.1,57.7,6025.0,7.56,7.6,4.71 +37198,0.39,Ideal,G,VVS2,61.1,56.0,974.0,4.7,4.72,2.88 +17573,1.17,Very Good,G,VS2,63.2,57.0,7076.0,6.73,6.71,4.25 +53215,0.7,Ideal,F,SI1,61.8,53.0,2635.0,5.7,5.75,3.54 +50466,0.71,Ideal,I,VS2,63.1,57.0,2265.0,5.66,5.71,3.59 +4581,0.93,Very Good,J,VS1,63.0,53.0,3651.0,6.22,6.26,3.93 +41075,0.41,Premium,F,VVS2,60.6,58.0,1192.0,4.84,4.79,2.92 +44202,0.51,Very Good,F,VS2,62.9,57.0,1569.0,5.09,5.11,3.21 +29948,0.25,Ideal,H,VS1,62.6,53.0,445.0,4.04,4.08,2.54 +26600,2.02,Premium,G,SI1,62.3,61.0,16323.0,8.07,7.96,4.99 +43421,0.51,Very Good,H,VS2,60.8,58.0,1414.0,5.12,5.17,3.13 +4616,1.22,Very Good,H,I1,61.6,56.0,3663.0,6.8,6.87,4.21 +53343,0.73,Ideal,H,SI1,62.0,55.0,2656.0,5.76,5.85,3.6 +2754,0.9,Very Good,H,SI2,59.6,59.0,3250.0,6.38,6.24,3.76 +2582,0.95,Good,D,SI2,56.5,61.0,3214.0,6.53,6.5,3.68 +8340,1.02,Ideal,J,VS2,61.1,58.0,4397.0,6.45,6.49,3.95 +25265,1.52,Good,G,VS1,64.0,58.0,13903.0,7.22,7.18,4.61 +26646,2.18,Ideal,J,VS2,62.2,55.0,16427.0,8.32,8.36,5.19 +15039,0.3,Ideal,H,VVS2,61.1,55.0,605.0,4.32,4.36,2.65 +19320,1.2,Premium,G,VS2,62.3,56.0,8030.0,6.8,6.68,4.2 +7298,1.1,Very Good,I,SI2,60.5,59.0,4202.0,6.65,6.71,4.04 +5895,0.9,Fair,D,VS2,57.5,66.0,3931.0,6.3,6.25,3.61 +4421,0.7,Ideal,E,VS2,61.7,55.0,3612.0,5.7,5.74,3.53 +47268,0.51,Ideal,G,VVS2,62.1,58.0,1844.0,5.09,5.12,3.17 +25502,1.51,Premium,F,VS2,62.0,60.0,14294.0,7.35,7.23,4.52 +36473,0.43,Ideal,G,VS1,61.1,56.0,943.0,4.86,4.9,2.98 +38234,0.4,Ideal,H,VS1,61.8,59.0,1017.0,4.74,4.72,2.92 +45835,0.5,Good,E,VS1,61.0,61.0,1714.0,5.07,5.12,3.11 +23702,0.3,Premium,I,IF,60.5,59.0,631.0,4.32,4.34,2.62 +2992,1.08,Fair,J,SI2,64.9,60.0,3302.0,6.46,6.32,4.15 +44299,0.52,Premium,E,SI1,62.3,59.0,1577.0,5.16,5.08,3.19 +48582,0.54,Ideal,D,VS2,61.1,57.0,1993.0,5.25,5.22,3.2 +3586,0.81,Ideal,F,SI1,61.5,57.0,3422.0,6.01,6.06,3.71 +20365,1.41,Premium,G,SI1,59.5,59.0,8758.0,7.35,7.3,4.36 +5789,1.01,Premium,F,SI2,61.1,57.0,3903.0,6.48,6.44,3.95 +50395,0.52,Very Good,E,VVS2,61.2,58.0,2254.0,5.17,5.19,3.17 +31542,0.3,Ideal,E,VVS2,61.9,58.0,766.0,4.28,4.32,2.66 +2069,0.32,Premium,G,VS2,61.5,60.0,561.0,4.4,4.42,2.71 +20664,1.39,Very Good,H,VS2,59.5,61.0,8951.0,7.27,7.33,4.34 +53477,0.71,Very Good,D,SI1,63.2,58.0,2681.0,5.65,5.68,3.58 +7786,0.72,Ideal,E,VVS2,62.1,56.0,4285.0,5.72,5.77,3.57 +22174,1.5,Ideal,E,SI1,62.3,57.0,10214.0,7.33,7.28,4.55 +33037,0.32,Ideal,G,VVS1,61.6,55.0,814.0,4.43,4.47,2.74 +14538,1.2,Premium,G,SI1,62.5,60.0,5868.0,6.74,6.68,4.21 +34148,0.33,Ideal,H,VVS2,61.9,55.0,854.0,4.47,4.45,2.76 +32914,0.44,Very Good,I,VS1,62.8,56.0,810.0,4.83,4.88,3.05 +17726,0.32,Ideal,H,VVS2,62.3,57.0,614.0,4.34,4.37,2.71 +8619,1.01,Very Good,E,SI2,62.0,60.0,4445.0,6.36,6.41,3.96 +5606,1.01,Fair,D,SI2,64.7,57.0,3871.0,6.31,6.27,4.07 +15804,1.21,Very Good,E,SI1,62.9,58.0,6324.0,6.78,6.79,4.27 +45526,0.57,Ideal,D,SI1,61.4,55.0,1684.0,5.34,5.35,3.28 +31132,0.31,Ideal,E,VVS2,62.5,54.0,755.0,4.34,4.37,2.72 +22864,1.55,Premium,D,SI2,62.0,58.0,10905.0,7.39,7.44,4.6 +51032,0.7,Premium,G,VS1,62.9,59.0,2329.0,5.63,5.56,3.52 +42502,0.57,Premium,E,SI2,60.7,57.0,1320.0,5.42,5.35,3.27 +28269,0.27,Ideal,G,SI2,62.3,55.0,361.0,4.14,4.18,2.59 +32030,0.38,Premium,I,VS1,60.1,60.0,778.0,4.72,4.66,2.82 +19981,1.01,Very Good,F,VVS2,61.9,56.0,8525.0,6.42,6.48,3.99 +2103,0.9,Good,H,SI2,64.3,60.0,3115.0,6.0,6.1,3.89 +46026,0.51,Ideal,F,VS1,61.7,55.0,1728.0,5.13,5.17,3.18 +41219,0.43,Premium,G,VVS1,62.0,59.0,1207.0,4.8,4.82,2.98 +10122,1.01,Very Good,G,SI1,60.0,58.0,4719.0,6.51,6.55,3.92 +46264,0.57,Ideal,D,SI1,62.4,56.0,1754.0,5.29,5.32,3.31 +40736,0.34,Ideal,E,IF,62.0,56.0,1163.0,4.47,4.5,2.78 +14355,1.01,Ideal,D,SI1,61.4,59.0,5812.0,6.4,6.44,3.94 +8612,0.84,Very Good,D,VS1,60.6,57.0,4443.0,6.06,6.15,3.7 +25865,2.01,Premium,E,SI2,61.2,58.0,14948.0,8.07,8.05,4.93 +12550,1.1,Ideal,I,VS2,61.8,55.4,5273.0,6.62,6.65,4.1 +35590,0.4,Ideal,E,SI1,62.5,57.0,907.0,4.74,4.7,2.95 +8431,1.03,Very Good,H,SI1,63.4,62.0,4406.0,6.46,6.27,4.05 +33385,0.34,Ideal,E,VS1,62.4,54.0,827.0,4.45,4.49,2.79 +28521,0.29,Very Good,E,VVS2,60.9,57.0,674.0,4.29,4.32,2.62 +20457,1.24,Ideal,G,VS2,62.0,56.0,8797.0,6.87,6.9,4.27 +40176,0.38,Ideal,H,VS1,60.6,57.0,1117.0,4.73,4.7,2.85 +27910,0.26,Very Good,F,VVS1,61.7,57.0,657.0,4.09,4.13,2.53 +36649,0.43,Very Good,E,SI1,63.4,57.0,948.0,4.84,4.81,3.06 +8420,1.21,Premium,I,SI1,61.0,56.0,4404.0,6.91,6.87,4.2 +4841,1.01,Very Good,F,SI2,59.5,57.0,3709.0,6.61,6.66,3.95 +50558,0.74,Very Good,J,IF,60.3,58.0,2277.0,5.82,5.86,3.52 +46210,0.51,Good,G,VVS2,63.5,56.0,1750.0,5.07,5.11,3.23 +13339,1.19,Premium,D,SI2,58.8,58.0,5504.0,7.04,6.9,4.1 +31187,0.32,Ideal,D,SI1,62.0,57.0,756.0,4.4,4.37,2.72 +10034,0.31,Ideal,H,SI1,61.2,58.0,417.0,4.37,4.39,2.68 +29748,0.37,Premium,G,SI1,62.1,60.0,708.0,4.61,4.54,2.84 +43972,0.27,Very Good,F,VS1,60.5,57.0,518.0,4.21,4.23,2.55 +43748,0.51,Very Good,E,SI1,62.8,56.0,1438.0,5.07,5.15,3.21 +35391,0.41,Very Good,G,VS1,62.3,56.0,899.0,4.77,4.8,2.98 +41967,0.23,Very Good,E,VVS2,61.1,58.0,505.0,3.93,3.99,2.42 +49369,0.7,Very Good,F,SI1,63.2,56.0,2100.0,5.61,5.5,3.51 +10082,1.16,Ideal,G,SI2,61.7,56.0,4710.0,6.82,6.76,4.18 +53058,0.72,Premium,G,VS1,60.9,60.0,2607.0,5.78,5.75,3.51 +9981,1.0,Fair,D,SI1,66.3,58.0,4704.0,6.15,6.04,4.04 +51522,0.6,Ideal,D,VS2,62.2,53.0,2385.0,5.43,5.44,3.38 +28750,0.31,Ideal,E,VS2,61.5,56.0,680.0,4.34,4.37,2.68 +4149,1.04,Very Good,H,SI2,62.4,58.0,3546.0,6.4,6.49,4.02 +8285,0.76,Ideal,E,VVS1,61.8,54.0,4382.0,5.9,5.87,3.64 +29873,0.3,Ideal,D,VS2,60.9,57.0,710.0,4.32,4.35,2.64 +35138,0.39,Very Good,E,VS2,61.3,61.0,889.0,4.66,4.7,2.87 +37096,0.41,Ideal,E,SI1,62.5,55.0,969.0,4.77,4.73,2.97 +1634,0.9,Good,F,SI2,64.2,62.0,3016.0,6.0,6.08,3.88 +40853,0.57,Ideal,I,SI1,62.5,55.0,1173.0,5.28,5.32,3.31 +14195,1.06,Ideal,F,SI1,62.1,57.0,5758.0,6.53,6.51,4.05 +7650,0.9,Very Good,G,VS2,61.9,56.0,4269.0,6.17,6.23,3.84 +24825,1.52,Very Good,F,VS2,60.9,56.0,13215.0,7.38,7.44,4.51 +10928,1.04,Ideal,E,SI2,62.0,55.0,4892.0,6.51,6.48,4.03 +48834,0.72,Premium,F,SI1,59.3,60.0,2030.0,5.91,5.86,3.49 +15272,1.01,Very Good,E,SI1,63.6,56.0,6132.0,6.3,6.37,4.03 +28131,0.29,Very Good,E,VVS2,58.5,58.0,664.0,4.35,4.37,2.55 +31226,0.32,Very Good,D,SI1,63.5,55.0,756.0,4.35,4.31,2.75 +49768,0.5,Premium,F,VVS2,62.3,58.0,2160.0,5.11,5.06,3.17 +7820,1.0,Very Good,G,SI1,63.1,56.0,4295.0,6.41,6.31,4.01 +29721,0.31,Ideal,H,VVS1,61.5,56.0,707.0,4.34,4.38,2.68 +44762,0.52,Ideal,E,VS2,61.3,56.0,1621.0,5.17,5.21,3.18 +44232,0.59,Premium,D,SI2,61.2,60.0,1572.0,5.42,5.37,3.3 +40222,0.4,Premium,D,VS1,62.1,58.0,1123.0,4.7,4.73,2.93 +20327,1.5,Very Good,F,VS2,63.4,61.0,8736.0,7.12,7.08,4.5 +8968,1.03,Very Good,F,SI2,62.4,59.0,4503.0,6.38,6.45,4.0 +51065,0.65,Very Good,I,IF,61.0,55.0,2332.0,5.65,5.73,3.47 +52034,0.71,Very Good,I,VVS2,63.1,58.0,2450.0,5.71,5.64,3.58 +6693,0.31,Premium,I,SI1,62.3,59.0,408.0,4.29,4.32,2.68 +16882,1.02,Fair,G,VVS2,64.6,59.0,6736.0,6.31,6.29,4.07 +43345,0.51,Good,F,SI1,64.2,59.0,1406.0,5.04,5.02,3.23 +24,0.31,Very Good,J,SI1,59.4,62.0,353.0,4.39,4.43,2.62 +13540,1.12,Premium,E,SI1,58.8,61.0,5547.0,6.8,6.74,3.98 +45699,0.59,Ideal,I,VVS1,61.6,55.0,1698.0,5.4,5.45,3.34 +9797,1.24,Premium,E,SI2,60.5,62.0,4666.0,6.97,6.89,4.19 +13516,1.0,Premium,E,SI1,60.3,62.0,5544.0,6.33,6.25,3.79 +19063,1.26,Ideal,H,VS1,61.5,59.0,7845.0,6.94,6.91,4.26 +35722,0.3,Ideal,D,VS2,62.3,54.0,911.0,4.33,4.3,2.69 +44196,0.51,Very Good,F,VS2,62.9,55.0,1569.0,5.08,5.12,3.21 +42169,0.59,Very Good,E,SI2,63.8,57.0,1286.0,5.31,5.34,3.4 +30494,0.31,Ideal,D,SI1,61.4,55.0,732.0,4.38,4.35,2.68 +20675,1.02,Ideal,G,IF,62.3,57.0,8955.0,6.43,6.5,4.03 +9622,1.2,Good,J,VS2,64.3,56.0,4637.0,6.65,6.57,4.25 +6356,1.03,Ideal,E,SI1,58.9,56.0,4035.0,6.61,6.57,3.88 +33432,0.32,Premium,G,VS1,62.1,56.0,828.0,4.43,4.4,2.74 +17720,0.5,Fair,F,I1,68.4,54.0,613.0,4.94,4.82,3.35 +6816,1.01,Fair,D,SI1,66.3,55.0,4118.0,6.22,6.17,4.11 +15946,1.0,Ideal,G,VS1,62.6,56.0,6377.0,6.39,6.36,3.99 +22298,1.17,Ideal,G,VVS1,61.7,57.0,10342.0,6.84,6.9,4.13 +12273,1.01,Premium,D,SI1,61.7,59.0,5210.0,6.4,6.43,3.96 +41112,0.51,Premium,F,SI2,58.9,60.0,1195.0,5.24,5.19,3.07 +48507,0.7,Premium,H,SI2,61.7,58.0,1982.0,5.72,5.69,3.52 +46489,0.46,Very Good,D,VVS1,62.2,56.0,1778.0,4.94,4.97,3.08 +50250,0.7,Premium,F,SI2,59.6,58.0,2234.0,5.79,5.72,3.43 +1271,1.0,Fair,E,SI2,65.8,58.0,2948.0,6.28,6.16,4.09 +46972,0.28,Premium,E,SI1,60.3,58.0,529.0,4.26,4.22,2.55 +49902,0.71,Ideal,H,SI2,62.7,57.0,2178.0,5.66,5.69,3.56 +583,0.77,Ideal,E,SI2,60.7,55.0,2834.0,6.01,5.95,3.63 +41210,0.51,Ideal,E,SI2,61.0,56.0,1205.0,5.2,5.16,3.16 +53651,0.72,Good,F,VS2,61.1,60.0,2705.0,5.72,5.76,3.51 +23274,1.5,Good,G,VS2,59.0,58.0,11294.0,7.41,7.45,4.38 +20211,1.03,Ideal,D,VS1,62.6,57.0,8645.0,6.44,6.5,4.05 +22897,1.7,Very Good,I,VS2,63.0,58.0,10935.0,7.52,7.65,4.78 +52928,0.57,Very Good,F,VVS1,61.9,56.0,2591.0,5.31,5.34,3.29 +4420,0.71,Very Good,F,VVS2,62.0,56.0,3612.0,5.71,5.74,3.55 +45574,0.52,Ideal,G,VS1,62.7,56.0,1689.0,5.14,5.16,3.23 +557,0.76,Very Good,E,SI2,60.8,60.0,2831.0,5.89,5.98,3.61 +12154,1.23,Ideal,I,SI2,62.1,56.0,5175.0,6.84,6.88,4.26 +3691,0.9,Very Good,H,SI1,62.3,63.0,3447.0,6.06,6.13,3.8 +37058,0.43,Ideal,I,VVS1,63.0,56.0,968.0,4.86,4.83,3.05 +33238,0.33,Ideal,F,VVS2,60.7,57.0,824.0,4.48,4.51,2.73 +34575,0.31,Ideal,G,IF,61.5,54.0,871.0,4.4,4.41,2.71 +44450,0.55,Ideal,G,VS1,60.9,56.0,1591.0,5.29,5.35,3.24 +52299,0.32,Very Good,G,VS2,59.9,59.0,548.0,4.46,4.48,2.67 +17514,1.14,Ideal,G,VS2,61.5,57.0,7042.0,6.68,6.72,4.12 +42971,0.41,Ideal,E,VVS1,60.9,55.0,1367.0,4.8,4.83,2.93 +38433,0.38,Premium,F,VS2,61.9,59.0,1026.0,4.66,4.61,2.87 +12738,1.11,Ideal,H,SI1,60.2,54.0,5315.0,6.82,6.7,4.07 +28154,0.3,Ideal,H,VVS1,62.3,57.0,665.0,4.26,4.28,2.66 +1311,0.91,Very Good,J,SI1,62.8,59.0,2956.0,6.14,6.19,3.87 +37054,0.38,Ideal,E,VS2,61.5,54.0,968.0,4.67,4.69,2.88 +46952,0.3,Ideal,G,VS2,62.5,53.0,526.0,4.27,4.3,2.68 +10526,1.01,Good,D,SI2,63.6,57.0,4805.0,6.39,6.35,4.05 +45258,0.51,Ideal,F,VS2,61.6,57.0,1661.0,5.14,5.15,3.17 +27376,0.29,Ideal,D,VS1,62.9,55.0,647.0,4.25,4.21,2.66 +49090,0.51,Very Good,E,VVS2,60.0,58.0,2062.0,5.19,5.21,3.12 +39292,0.3,Ideal,H,VS2,62.3,57.0,491.0,4.25,4.29,2.66 +9028,1.06,Very Good,H,SI2,62.4,54.0,4516.0,6.5,6.54,4.07 +14858,1.28,Very Good,H,SI2,60.2,58.0,5984.0,7.03,7.13,4.26 +24491,2.0,Fair,H,VS2,65.2,56.0,12765.0,7.92,7.87,5.15 +53546,0.82,Ideal,G,SI2,61.6,56.0,2692.0,5.98,6.04,3.7 +45627,0.53,Ideal,G,VS1,62.2,55.0,1692.0,5.18,5.21,3.23 +10649,1.01,Good,H,SI1,63.7,60.0,4836.0,6.35,6.3,4.03 +12654,1.0,Good,E,SI1,63.2,57.0,5299.0,6.36,6.39,4.03 +187,0.7,Very Good,D,VS1,62.7,58.0,2777.0,5.66,5.73,3.57 +25983,1.2,Ideal,E,VVS1,60.1,61.0,15185.0,6.83,6.91,4.13 +29144,0.31,Ideal,E,VS1,61.3,55.0,692.0,4.36,4.38,2.68 +49809,0.75,Ideal,H,SI1,62.1,57.0,2165.0,5.82,5.78,3.6 +13209,1.05,Ideal,F,SI1,62.0,55.0,5457.0,6.5,6.54,4.04 +6984,1.01,Premium,G,SI2,60.1,59.0,4154.0,6.45,6.39,3.86 +38164,0.34,Ideal,E,VVS1,61.9,56.0,1014.0,4.47,4.51,2.78 +9925,0.92,Ideal,F,SI2,61.5,53.0,4691.0,6.26,6.3,3.86 +32398,0.31,Ideal,E,VVS2,62.0,54.0,791.0,4.36,4.41,2.72 +40143,0.4,Very Good,F,VVS1,63.7,58.0,1116.0,4.65,4.68,2.97 +51765,0.7,Very Good,F,SI1,60.3,59.0,2409.0,5.73,5.82,3.48 +35342,0.42,Ideal,H,SI1,62.2,57.0,898.0,4.8,4.78,2.98 +34331,0.41,Very Good,G,SI1,63.4,57.0,861.0,4.73,4.7,2.99 +18858,1.36,Premium,G,SI1,60.6,59.0,7729.0,7.21,7.17,4.36 +7107,1.01,Good,E,SI2,63.3,58.0,4168.0,6.3,6.36,4.01 +49921,0.7,Premium,G,SI1,62.0,61.0,2184.0,5.67,5.62,3.5 +28722,0.31,Very Good,E,VS2,61.8,59.0,680.0,4.3,4.37,2.68 +33689,0.33,Very Good,H,IF,61.2,56.0,838.0,4.46,4.5,2.74 +34474,0.38,Premium,E,VS2,62.2,59.0,866.0,4.63,4.67,2.89 +3709,0.77,Premium,F,VVS2,60.5,56.0,3450.0,5.94,5.9,3.58 +14584,1.01,Very Good,G,VS2,60.0,57.0,5886.0,6.53,6.6,3.94 +37788,0.5,Good,E,SI2,63.2,61.0,1000.0,5.02,5.05,3.18 +26186,2.11,Very Good,H,SI2,61.5,60.0,15530.0,8.22,8.3,5.08 +46332,0.52,Ideal,G,VS1,62.4,55.1,1758.0,5.11,5.15,3.2 +10355,1.04,Premium,F,SI1,61.5,59.0,4770.0,6.53,6.47,4.0 +18451,1.52,Very Good,J,VS2,63.3,56.0,7504.0,7.33,7.27,4.62 +14717,0.3,Premium,F,VS2,62.5,58.0,605.0,4.29,4.32,2.69 +46430,0.54,Premium,D,SI1,58.3,61.0,1770.0,5.38,5.32,3.12 +22630,1.57,Very Good,I,VS1,62.7,58.0,10682.0,7.41,7.43,4.65 +38987,0.36,Ideal,H,VVS1,62.3,56.0,1053.0,4.57,4.54,2.84 +36165,0.38,Ideal,G,VVS2,61.3,56.4,929.0,4.67,4.71,2.88 +18291,1.23,Premium,H,VS2,59.5,59.0,7431.0,7.08,7.01,4.19 +20648,1.52,Fair,F,SI2,56.3,64.0,8938.0,7.68,7.62,4.31 +16180,1.2,Good,H,VS2,62.6,56.0,6468.0,6.73,6.76,4.22 +9301,1.15,Ideal,H,SI2,62.6,55.0,4572.0,6.74,6.65,4.19 +5146,1.51,Fair,H,I1,65.6,61.0,3765.0,7.16,7.0,4.66 +48910,0.54,Ideal,G,VVS1,61.6,55.0,2041.0,5.22,5.24,3.22 +24169,1.5,Very Good,D,SI1,62.8,58.0,12342.0,7.28,7.31,4.58 +8751,1.09,Ideal,J,SI1,62.7,57.0,4465.0,6.53,6.59,4.11 +23960,2.04,Very Good,J,VS2,59.9,59.0,12095.0,8.25,8.32,4.96 +46445,0.6,Very Good,G,VS2,62.9,59.0,1773.0,5.35,5.39,3.38 +25096,1.72,Fair,F,SI1,64.8,58.0,13622.0,7.5,7.46,4.85 +45080,0.54,Good,D,VS2,60.9,60.0,1644.0,5.28,5.36,3.24 +24269,1.36,Ideal,F,VVS2,61.6,56.0,12494.0,7.08,7.17,4.39 +48998,0.59,Ideal,I,VVS1,61.2,56.0,2049.0,5.42,5.46,3.33 +6884,1.09,Ideal,J,VS2,61.3,57.0,4131.0,6.63,6.61,4.06 +19806,1.51,Premium,J,VS1,62.1,58.0,8371.0,7.36,7.4,4.58 +16117,1.01,Premium,G,VS1,62.0,58.0,6441.0,6.44,6.4,3.98 +35927,0.43,Premium,E,SI2,62.7,55.0,919.0,4.87,4.83,3.04 +42889,0.51,Ideal,D,SI2,59.8,55.0,1359.0,5.23,5.17,3.11 +31347,0.27,Ideal,E,VVS2,61.9,56.0,760.0,4.16,4.19,2.58 +23552,1.51,Good,F,SI1,60.9,61.0,11560.0,7.3,7.32,4.45 +17338,1.01,Ideal,E,VS2,61.4,57.0,6956.0,6.44,6.5,3.97 +37146,0.32,Ideal,D,VS2,62.4,57.0,972.0,4.38,4.34,2.72 +47096,0.53,Premium,D,VS2,59.9,58.0,1825.0,5.29,5.26,3.16 +32474,0.33,Very Good,G,VVS1,61.2,57.0,795.0,4.4,4.44,2.71 +46733,0.85,Premium,I,I1,59.6,58.0,1796.0,6.24,6.14,3.69 +33440,0.32,Ideal,G,VS1,61.7,55.0,828.0,4.43,4.39,2.72 +51975,0.26,Very Good,E,VVS2,64.3,57.0,547.0,3.99,4.03,2.58 +3522,0.71,Ideal,F,VS2,62.2,55.0,3405.0,5.72,5.76,3.57 +28419,0.43,Good,D,SI2,63.1,59.0,669.0,4.8,4.81,3.03 +29325,0.31,Premium,H,VS1,62.9,58.0,698.0,4.34,4.31,2.72 +22387,2.01,Premium,J,SI1,59.8,57.0,10412.0,8.17,8.13,4.87 +8328,0.91,Ideal,E,SI1,61.0,57.0,4392.0,6.2,6.26,3.8 +28401,0.29,Premium,G,VVS1,62.0,58.0,669.0,4.23,4.19,2.61 +16917,1.14,Ideal,H,VS2,62.6,53.0,6753.0,6.67,6.72,4.19 +26141,1.51,Very Good,F,VS1,61.7,59.0,15440.0,7.29,7.33,4.51 +48364,0.56,Ideal,D,VS2,60.6,56.0,1963.0,5.33,5.37,3.24 +33763,0.4,Very Good,G,SI1,63.2,58.0,840.0,4.7,4.61,2.94 +41520,0.32,Premium,F,VVS1,60.7,58.0,1235.0,4.4,4.43,2.68 +51040,0.75,Premium,I,VS2,60.0,57.0,2329.0,5.93,5.9,3.55 +44337,0.33,Very Good,H,VS2,61.4,58.0,521.0,4.44,4.49,2.74 +45176,0.53,Ideal,F,VS2,61.1,54.0,1655.0,5.26,5.29,3.22 +47715,0.63,Very Good,D,SI1,62.8,57.0,1885.0,5.4,5.46,3.41 +35170,0.31,Ideal,G,IF,61.9,55.0,891.0,4.35,4.38,2.7 +3432,0.9,Premium,I,VS2,59.1,59.0,3385.0,6.28,6.24,3.7 +33169,0.36,Ideal,E,VS1,61.8,56.0,817.0,4.55,4.58,2.82 +15554,1.34,Very Good,J,VS1,61.7,59.0,6237.0,7.03,7.14,4.37 +34544,0.43,Very Good,E,VS2,62.2,58.0,869.0,4.81,4.87,3.01 +13308,1.19,Ideal,E,SI2,61.9,56.0,5497.0,6.8,6.84,4.22 +32656,0.31,Premium,H,VVS2,62.4,59.0,802.0,4.35,4.31,2.7 +15188,1.21,Ideal,H,SI2,61.1,56.0,6098.0,6.92,6.87,4.21 +495,0.73,Ideal,F,SI1,62.1,55.0,2822.0,5.75,5.78,3.58 +53360,0.7,Premium,G,VS2,59.4,59.0,2657.0,5.79,5.76,3.43 +40459,0.5,Ideal,H,SI1,62.5,57.0,1140.0,5.06,5.08,3.17 +53499,1.01,Premium,J,SI2,59.3,56.0,2683.0,6.51,6.45,3.84 +5631,0.9,Very Good,H,VS2,63.0,61.0,3878.0,6.05,6.14,3.84 +6799,1.01,Good,H,SI1,63.4,58.0,4116.0,6.37,6.41,4.05 +27249,2.06,Premium,G,SI2,62.7,58.0,17650.0,8.12,8.09,5.08 +5452,1.06,Premium,F,SI2,62.6,59.0,3831.0,6.47,6.51,4.06 +34167,0.33,Ideal,G,VS1,61.9,56.0,854.0,4.48,4.44,2.76 +13437,1.01,Very Good,G,VS2,62.5,60.0,5519.0,6.31,6.37,3.96 +33160,0.31,Premium,H,IF,61.7,58.0,816.0,4.33,4.36,2.68 +6642,1.09,Premium,I,SI1,62.0,58.0,4090.0,6.6,6.56,4.08 +44979,0.35,Ideal,H,SI1,61.5,56.0,523.0,4.56,4.58,2.81 +41015,0.41,Very Good,F,VVS1,62.7,59.0,1186.0,4.75,4.78,2.99 +31386,0.31,Very Good,E,VVS1,61.2,61.0,763.0,4.33,4.36,2.66 +39442,0.41,Ideal,D,VS2,62.4,54.0,1076.0,4.78,4.74,2.97 +34199,0.33,Ideal,F,VS2,62.3,56.0,854.0,4.46,4.43,2.77 +42737,0.51,Very Good,E,SI1,62.8,61.0,1343.0,5.06,5.07,3.18 +35490,0.38,Good,E,VVS1,62.4,64.0,904.0,4.59,4.61,2.87 +1673,0.59,Ideal,E,VVS2,61.8,57.0,3026.0,5.35,5.4,3.32 +18299,1.47,Very Good,H,SI2,59.1,56.0,7438.0,7.46,7.51,4.42 +9569,1.0,Good,I,VS1,59.6,61.0,4624.0,6.48,6.53,3.88 +12432,1.0,Good,G,VS2,63.8,58.0,5242.0,6.37,6.29,4.04 +8591,0.91,Fair,D,VS2,65.1,63.0,4439.0,6.02,6.0,3.91 +16462,1.43,Very Good,J,VS2,62.8,56.0,6579.0,7.13,7.19,4.5 +47365,0.54,Ideal,H,VVS1,60.3,56.0,1846.0,5.28,5.33,3.2 +27643,2.01,Very Good,H,VS2,60.7,56.0,18561.0,8.08,8.17,4.93 +1327,0.7,Very Good,D,VS2,63.0,56.0,2960.0,5.61,5.69,3.56 +12256,1.16,Ideal,G,SI2,61.5,54.0,5206.0,6.75,6.78,4.16 +36709,0.46,Ideal,J,VVS1,62.5,56.0,953.0,4.89,4.93,3.07 +49239,0.64,Ideal,H,VVS1,61.1,55.0,2084.0,5.58,5.61,3.43 +36202,0.43,Good,F,VS1,57.9,61.0,931.0,4.99,5.03,2.9 +50598,0.5,Ideal,F,VVS2,61.8,53.0,2283.0,5.13,5.18,3.19 +34172,0.33,Ideal,G,VS1,61.8,56.0,854.0,4.45,4.42,2.74 +37533,0.38,Very Good,F,VS1,59.7,61.0,988.0,4.69,4.73,2.81 +10909,1.01,Fair,G,VS2,64.4,58.0,4887.0,6.25,6.18,4.0 +19915,1.51,Very Good,F,SI2,63.2,60.0,8462.0,7.2,7.27,4.57 +25794,2.04,Ideal,I,SI1,62.8,57.0,14775.0,8.09,8.02,5.06 +44900,0.5,Ideal,E,VS2,63.0,57.0,1629.0,5.04,4.99,3.16 +39369,0.36,Ideal,G,IF,61.6,55.0,1074.0,4.57,4.59,2.82 +6612,0.72,Ideal,D,VS2,61.8,56.0,4082.0,5.74,5.78,3.56 +25379,0.31,Ideal,E,VS2,62.2,55.0,642.0,4.32,4.36,2.7 +23437,1.18,Very Good,F,VVS2,60.1,58.0,11430.0,6.88,6.92,4.15 +4888,0.9,Very Good,G,SI1,63.6,57.0,3718.0,6.07,6.13,3.88 +29580,0.41,Very Good,E,SI1,62.8,57.0,705.0,4.71,4.75,2.97 +20401,1.25,Ideal,F,VS2,62.8,57.0,8764.0,6.87,6.85,4.31 +34060,0.36,Ideal,D,SI1,61.2,57.0,851.0,4.63,4.59,2.82 +17817,1.23,Ideal,I,VS1,61.6,54.0,7181.0,6.9,6.94,4.26 +8072,0.74,Good,F,VVS1,58.4,60.0,4336.0,6.03,6.06,3.53 +53760,0.72,Premium,F,VS2,62.0,56.0,2724.0,5.78,5.68,3.55 +46680,0.99,Fair,J,I1,73.6,60.0,1789.0,6.01,5.8,4.35 +46718,0.52,Premium,E,VS1,61.6,58.0,1793.0,5.18,5.14,3.18 +26649,2.06,Premium,G,SI2,61.8,58.0,16437.0,8.1,8.15,5.02 +38680,0.3,Ideal,D,VVS2,61.5,55.0,1041.0,4.34,4.38,2.68 +8550,1.07,Ideal,H,SI2,59.2,57.0,4434.0,6.7,6.64,3.95 +32853,0.4,Premium,H,VS1,62.4,60.0,807.0,4.69,4.74,2.94 +36216,0.36,Premium,G,VS1,62.3,59.0,932.0,4.55,4.5,2.82 +43215,0.51,Ideal,H,VS2,62.9,57.0,1397.0,5.07,5.1,3.2 +7439,1.18,Ideal,E,I1,61.6,56.0,4229.0,6.82,6.79,4.19 +27422,2.32,Premium,I,SI1,61.2,58.0,18026.0,8.57,8.52,5.23 +27131,4.13,Fair,H,I1,64.8,61.0,17329.0,10.0,9.85,6.43 +16484,1.01,Premium,F,VS2,61.6,59.0,6587.0,6.39,6.43,3.95 +48661,0.72,Very Good,G,SI2,63.4,57.0,2001.0,5.67,5.71,3.61 +48243,0.69,Very Good,F,SI1,62.6,59.6,1951.0,5.59,5.66,3.52 +4763,0.9,Fair,D,SI1,64.5,61.0,3689.0,6.05,6.01,3.89 +41271,0.31,Good,D,SI1,63.3,59.0,502.0,4.24,4.29,2.7 +7479,1.07,Very Good,I,SI1,60.7,61.0,4237.0,6.55,6.6,3.99 +21498,1.02,Very Good,G,VVS2,62.7,58.0,9596.0,6.36,6.4,4.0 +46653,0.51,Ideal,D,VS2,61.9,57.0,1787.0,5.09,5.15,3.17 +32290,0.26,Good,F,VS1,58.0,58.0,453.0,4.2,4.25,2.45 +47459,0.53,Premium,D,VS2,61.5,58.0,1857.0,5.2,5.24,3.21 +16016,1.01,Good,G,VS1,59.2,63.0,6407.0,6.5,6.48,3.84 +15707,0.24,Very Good,E,VVS2,62.2,56.0,608.0,3.96,3.98,2.47 +33903,0.3,Premium,E,VS2,62.6,58.0,844.0,4.3,4.26,2.68 +3020,0.71,Ideal,G,VVS2,61.3,56.0,3307.0,5.75,5.77,3.53 +1394,0.32,Ideal,E,SI1,61.0,56.0,559.0,4.41,4.45,2.7 +28281,0.31,Good,J,SI1,63.5,55.0,363.0,4.3,4.33,2.74 +50661,0.3,Very Good,E,VS2,62.9,58.0,544.0,4.27,4.31,2.7 +15916,1.5,Good,I,SI2,65.0,55.0,6364.0,7.15,7.24,4.68 +13676,1.21,Good,G,SI1,63.8,58.0,5597.0,6.75,6.64,4.27 +17520,1.21,Ideal,H,VS1,60.5,57.0,7047.0,6.91,6.88,4.17 +33390,0.31,Ideal,D,VVS2,61.8,54.0,828.0,4.36,4.38,2.7 +3656,0.85,Ideal,E,SI2,60.7,55.0,3441.0,6.14,6.19,3.74 +16333,1.01,Premium,F,VS2,59.3,62.0,6533.0,6.48,6.44,3.83 +23297,1.8,Premium,J,VS1,58.2,61.0,11329.0,8.07,7.95,4.66 +22691,0.36,Ideal,F,VS2,61.5,55.0,629.0,4.57,4.6,2.82 +19843,1.01,Very Good,E,VS1,60.4,60.0,8403.0,6.43,6.48,3.9 +7764,1.03,Ideal,H,SI2,60.6,56.0,4283.0,6.53,6.63,3.99 +27608,2.19,Ideal,H,SI1,60.6,57.0,18475.0,8.39,8.35,5.07 +13547,1.06,Premium,H,VS1,62.5,58.0,5549.0,6.5,6.47,4.05 +36694,0.39,Ideal,G,VVS2,61.6,56.6,952.0,4.68,4.71,2.9 +13037,0.36,Very Good,F,SI1,60.3,58.0,600.0,4.6,4.65,2.79 +2431,0.73,Ideal,G,VVS2,62.2,55.0,3183.0,5.74,5.77,3.58 +8938,1.01,Premium,F,SI2,62.8,60.0,4497.0,6.4,6.33,4.0 +35581,0.35,Premium,F,VS2,62.1,60.0,906.0,4.51,4.45,2.78 +28509,0.3,Premium,F,VS2,61.4,55.0,673.0,4.37,4.32,2.67 +44426,0.5,Premium,D,SI1,63.0,60.0,1588.0,5.06,5.03,3.18 +39668,0.42,Ideal,G,VS2,62.2,56.0,1087.0,4.82,4.8,2.99 +4584,0.82,Ideal,G,VS1,61.5,56.0,3652.0,6.01,6.05,3.71 +16069,1.2,Premium,H,VS2,62.8,58.0,6416.0,6.75,6.7,4.22 +27609,2.03,Premium,E,SI2,61.5,59.0,18477.0,8.24,8.16,5.04 +4769,0.72,Ideal,E,VS1,62.1,54.0,3690.0,5.74,5.76,3.57 +52212,0.7,Very Good,H,VS1,62.6,57.0,2482.0,5.64,5.73,3.56 +43405,0.52,Ideal,E,SI2,61.0,57.0,1412.0,5.18,5.21,3.17 +4668,1.01,Premium,H,SI2,63.0,59.0,3671.0,6.33,6.27,3.97 +40227,0.4,Premium,G,VVS1,61.5,58.0,1123.0,4.69,4.74,2.9 +39868,0.62,Fair,J,SI1,65.4,59.0,1101.0,5.39,5.28,3.49 +13898,1.01,Premium,D,SI1,62.2,53.0,5656.0,6.47,6.43,4.01 +51635,0.31,Very Good,H,VS1,61.7,61.0,544.0,4.31,4.34,2.67 +5181,0.91,Ideal,E,SI2,62.5,56.0,3774.0,6.16,6.19,3.86 +9792,1.01,Premium,E,SI2,62.6,59.0,4666.0,6.36,6.39,3.99 +22556,1.35,Ideal,D,VS2,61.3,57.0,10602.0,7.09,7.13,4.36 +6382,0.25,Ideal,E,VVS2,62.1,57.0,576.0,4.04,4.07,2.52 +44009,0.3,Very Good,F,SI2,61.7,62.0,394.0,4.25,4.27,2.63 +16983,1.03,Premium,F,VS1,61.7,56.0,6783.0,6.49,6.47,4.0 +38321,0.5,Very Good,F,SI2,63.1,60.0,1020.0,5.0,5.04,3.17 +40429,0.4,Good,D,VVS2,60.2,63.0,1135.0,4.74,4.8,2.87 +24147,1.05,Ideal,F,VVS1,59.0,60.0,12315.0,6.62,6.67,3.92 +39958,0.33,Ideal,D,SI2,61.3,56.0,492.0,4.45,4.49,2.74 +49482,0.52,Ideal,E,VVS2,62.3,57.0,2116.0,5.12,5.15,3.2 +5838,1.0,Premium,I,VS2,62.7,62.0,3918.0,6.32,6.27,3.95 +50380,0.7,Fair,G,VS1,68.5,58.0,2250.0,5.47,5.34,3.7 +48550,0.65,Ideal,E,SI1,62.7,54.0,1989.0,5.58,5.56,3.49 +31863,0.3,Premium,H,VVS2,60.8,58.0,776.0,4.37,4.34,2.65 +23082,1.41,Ideal,G,VS1,60.4,57.0,11109.0,7.31,7.22,4.39 +4028,1.11,Premium,J,SI1,59.5,58.0,3524.0,6.89,6.77,4.07 +53150,0.74,Ideal,F,SI2,61.9,56.0,2623.0,5.81,5.85,3.61 +40019,0.46,Good,F,VS1,56.5,61.0,1109.0,5.11,5.05,2.87 +35481,0.38,Ideal,H,VVS1,61.2,57.0,903.0,4.65,4.67,2.85 +35047,0.42,Ideal,I,VVS1,62.7,55.0,884.0,4.77,4.8,3.0 +14074,1.02,Very Good,D,SI1,62.7,60.0,5709.0,6.34,6.39,3.99 +14578,1.2,Ideal,I,VS2,62.5,56.0,5884.0,6.66,6.74,4.19 +41975,0.53,Ideal,I,VS1,61.6,55.0,1263.0,5.21,5.25,3.22 +50950,0.53,Premium,D,VS1,61.3,58.0,2321.0,5.27,5.2,3.21 +24793,1.2,Ideal,D,VVS2,62.7,56.0,13165.0,6.78,6.81,4.26 +41629,0.24,Ideal,H,IF,61.8,54.0,504.0,3.99,4.03,2.47 +882,0.9,Premium,J,SI1,61.8,58.0,2873.0,6.16,6.13,3.8 +11057,0.31,Ideal,G,VS1,61.6,55.0,596.0,4.37,4.4,2.7 +52350,0.82,Premium,H,SI2,59.5,62.0,2499.0,6.13,6.07,3.63 +37891,0.37,Premium,D,VS1,61.9,58.0,1006.0,4.62,4.56,2.84 +38335,0.32,Premium,E,VVS1,61.8,59.0,1020.0,4.39,4.35,2.7 +39221,0.58,Premium,H,SI2,59.0,61.0,1066.0,5.45,5.42,3.21 +49046,0.71,Good,H,SI1,63.4,54.0,2056.0,5.6,5.67,3.57 +44398,0.5,Premium,E,VS2,63.0,58.0,1583.0,5.07,5.02,3.18 +5124,0.91,Very Good,E,SI2,62.9,56.0,3763.0,6.14,6.17,3.87 +40179,0.38,Premium,E,VVS1,60.6,59.0,1119.0,4.65,4.62,2.81 +29552,0.25,Ideal,E,VVS2,61.7,56.0,705.0,4.05,4.07,2.5 +26733,2.1,Fair,F,SI2,59.5,69.0,16506.0,8.35,8.25,4.94 +18205,1.02,Premium,F,VS1,61.9,59.0,7389.0,6.44,6.38,3.97 +44193,0.51,Very Good,D,SI1,62.3,57.0,1569.0,5.08,5.13,3.18 +33482,0.32,Ideal,F,VS2,61.7,55.0,828.0,4.41,4.4,2.72 +26008,2.2,Premium,I,SI2,63.0,59.0,15238.0,8.22,8.19,5.17 +15110,1.01,Very Good,F,VS2,62.3,59.0,6073.0,6.37,6.44,3.99 +50562,0.74,Very Good,G,SI2,63.0,56.0,2277.0,5.75,5.77,3.63 +19757,1.72,Premium,J,SI1,61.7,58.0,8324.0,7.71,7.81,4.79 +38949,0.31,Good,I,VS1,63.8,56.0,489.0,4.27,4.32,2.74 +41847,0.54,Very Good,F,SI1,63.0,57.0,1255.0,5.18,5.23,3.28 +35555,0.35,Premium,G,VS1,61.2,56.0,906.0,4.56,4.53,2.78 +30420,0.32,Very Good,G,VVS2,62.2,57.0,730.0,4.36,4.38,2.72 +41081,0.41,Premium,F,VVS2,61.0,59.0,1192.0,4.82,4.79,2.93 +42548,0.85,Fair,H,I1,66.7,59.0,1324.0,5.86,5.78,3.88 +9750,1.19,Premium,I,SI2,62.6,58.0,4660.0,6.7,6.75,4.21 +39200,0.43,Premium,D,SI1,61.1,59.0,1064.0,4.89,4.83,2.97 +5905,0.93,Very Good,G,SI1,62.5,57.8,3933.0,6.15,6.28,3.87 +39102,0.41,Ideal,I,VVS2,62.3,56.0,1061.0,4.77,4.73,2.96 +37781,0.39,Very Good,F,VS1,57.1,61.0,1000.0,4.86,4.91,2.79 +48291,0.53,Premium,H,IF,62.5,59.0,1957.0,5.15,5.18,3.23 +4892,1.04,Ideal,F,I1,61.6,57.0,3718.0,6.51,6.46,4.0 +47029,0.54,Ideal,F,VS1,62.5,56.0,1819.0,5.18,5.22,3.25 +6158,0.73,Ideal,F,VVS1,61.8,54.0,3990.0,5.8,5.78,3.58 +51325,0.31,Very Good,G,VS2,62.6,57.0,544.0,4.3,4.32,2.7 +3916,0.72,Ideal,F,VS2,61.3,55.0,3495.0,5.78,5.83,3.56 +29538,0.4,Ideal,H,VS2,62.4,56.0,704.0,4.69,4.73,2.94 +20292,0.91,Ideal,D,VVS2,62.0,54.0,8707.0,6.2,6.25,3.86 +15111,1.25,Very Good,E,SI2,60.8,55.0,6073.0,6.94,7.0,4.24 +9263,1.01,Very Good,E,SI2,63.2,59.0,4561.0,6.38,6.34,4.02 +5850,1.0,Premium,H,SI2,61.2,59.0,3920.0,6.42,6.38,3.92 +2110,1.08,Premium,H,I1,61.7,59.0,3118.0,6.54,6.59,4.05 +9498,1.07,Very Good,E,SI2,60.5,61.0,4609.0,6.55,6.61,3.98 +13823,1.23,Premium,I,VS1,61.6,58.0,5632.0,6.9,6.84,4.23 +46997,0.7,Premium,H,SI2,61.1,58.0,1817.0,5.72,5.84,3.53 +30486,0.31,Ideal,D,SI1,62.0,55.0,732.0,4.38,4.36,2.71 +18983,1.57,Very Good,J,VS2,62.6,60.0,7813.0,7.34,7.41,4.62 +21592,1.51,Ideal,H,SI1,62.7,56.0,9694.0,7.32,7.38,4.61 +49247,0.56,Ideal,E,VS1,61.2,56.0,2085.0,5.3,5.34,3.26 +3078,0.74,Premium,E,VS1,61.2,58.0,3312.0,5.88,5.82,3.58 +47889,0.59,Ideal,D,SI1,61.8,56.0,1912.0,5.4,5.37,3.33 +32531,0.35,Very Good,G,VVS2,62.2,58.0,798.0,4.49,4.54,2.81 +24098,1.5,Very Good,E,SI1,59.3,60.0,12247.0,7.4,7.5,4.42 +9252,0.9,Very Good,E,SI1,63.2,58.0,4560.0,6.12,6.1,3.86 +19541,1.42,Ideal,I,VS2,60.4,55.0,8173.0,7.28,7.38,4.43 +38650,0.44,Ideal,E,SI1,61.1,56.0,1040.0,4.92,4.9,3.0 +15665,1.0,Very Good,F,VS2,62.5,58.0,6283.0,6.32,6.36,3.96 +44880,0.5,Premium,G,VS1,61.1,60.0,1629.0,5.1,5.05,3.1 +82,0.26,Very Good,D,VVS1,62.1,60.0,554.0,4.03,4.12,2.53 +50699,0.53,Ideal,F,VVS2,62.2,54.0,2290.0,5.22,5.19,3.24 +2902,0.84,Ideal,I,VS1,62.3,59.0,3283.0,5.99,6.04,3.75 +17377,0.34,Premium,H,SI1,60.2,58.0,612.0,4.52,4.48,2.71 +52695,0.71,Very Good,F,SI1,62.4,58.0,2553.0,5.64,5.68,3.53 +23604,1.09,Very Good,F,IF,61.4,56.0,11631.0,6.62,6.68,4.08 +28201,0.4,Premium,D,SI2,60.4,59.0,666.0,4.8,4.83,2.91 +5418,1.05,Premium,J,VS1,62.7,61.0,3822.0,6.58,6.49,4.09 +36437,0.31,Ideal,D,VS2,60.7,56.0,942.0,4.38,4.35,2.65 +51486,0.55,Ideal,F,VVS1,61.9,55.0,2380.0,5.27,5.3,3.27 +53918,0.9,Very Good,J,SI1,63.2,60.0,2753.0,6.12,6.09,3.86 +46281,0.56,Very Good,E,VS2,61.0,58.0,1755.0,5.29,5.34,3.24 +31120,0.37,Ideal,I,IF,61.4,55.0,754.0,4.65,4.67,2.86 +15337,1.01,Ideal,G,VS2,61.6,57.0,6159.0,6.41,6.44,3.96 +52389,0.57,Ideal,F,VVS1,60.7,57.0,2507.0,5.39,5.36,3.26 +48654,0.36,Good,G,SI1,63.3,56.0,537.0,4.5,4.53,2.86 +49017,0.5,Very Good,F,VVS2,63.0,57.0,2052.0,5.01,5.05,3.17 +49123,0.7,Good,H,SI1,63.8,58.0,2066.0,5.59,5.66,3.59 +13176,1.04,Very Good,H,VS2,60.9,58.0,5447.0,6.5,6.6,3.99 +330,0.7,Very Good,F,VS2,62.9,58.0,2803.0,5.63,5.65,3.55 +23660,1.54,Very Good,G,VS2,63.0,59.0,11708.0,7.3,7.36,4.62 +2849,0.9,Very Good,I,SI1,61.4,55.0,3271.0,6.19,6.28,3.83 +34465,0.31,Ideal,E,VVS1,60.2,61.0,865.0,4.4,4.43,2.66 +52090,0.72,Ideal,H,SI1,62.2,58.0,2458.0,5.72,5.76,3.57 +47916,0.5,Very Good,F,VVS2,60.8,59.0,1915.0,5.08,5.11,3.1 +25917,2.02,Very Good,H,SI2,62.3,58.0,15064.0,7.97,8.04,4.99 +223,0.7,Premium,E,VS1,62.9,60.0,2782.0,5.62,5.54,3.51 +53377,0.61,Ideal,F,VVS2,61.5,56.0,2660.0,5.44,5.49,3.36 +48538,0.7,Premium,D,SI2,60.8,61.0,1987.0,5.69,5.64,3.45 +42030,0.38,Premium,E,VVS1,61.9,58.0,1267.0,4.62,4.66,2.87 +32514,0.4,Very Good,D,SI2,63.1,57.0,798.0,4.75,4.72,2.99 +23711,0.31,Ideal,E,VS2,61.1,56.0,632.0,4.37,4.4,2.68 +8796,1.04,Very Good,E,SI2,60.7,59.0,4472.0,6.5,6.54,3.96 +36975,0.43,Premium,D,VS2,59.7,59.0,963.0,4.93,4.89,2.93 +24510,1.13,Ideal,D,VVS2,62.3,54.0,12788.0,6.64,6.7,4.16 +12696,0.27,Ideal,H,VS2,61.8,56.0,599.0,4.15,4.17,2.57 +3950,0.85,Ideal,E,SI1,62.8,56.0,3503.0,6.05,6.02,3.79 +9454,1.14,Premium,I,SI1,60.4,60.0,4596.0,6.78,6.73,4.08 +6653,0.9,Very Good,E,SI1,63.1,60.0,4092.0,6.18,6.14,3.89 +52194,0.77,Ideal,H,VS2,60.6,57.0,2479.0,5.93,5.89,3.58 +2909,0.71,Ideal,F,VS1,60.4,57.0,3284.0,5.78,5.81,3.5 +27347,1.74,Premium,G,VS1,61.7,58.0,17904.0,7.78,7.69,4.77 +14024,1.0,Very Good,G,VS2,62.9,56.0,5702.0,6.27,6.42,3.99 +31123,0.3,Ideal,F,VS1,61.5,55.0,754.0,4.35,4.33,2.67 +5840,0.9,Very Good,H,VS2,63.1,60.0,3919.0,6.12,6.08,3.85 +5059,0.31,Ideal,G,VS2,61.4,56.0,574.0,4.34,4.37,2.67 +36363,0.33,Ideal,F,VVS1,62.5,56.0,939.0,4.43,4.44,2.77 +45372,0.51,Good,D,VS2,63.7,57.0,1665.0,5.05,5.0,3.2 +19886,1.2,Ideal,F,VS2,62.3,56.0,8436.0,6.79,6.82,4.24 +51814,0.7,Ideal,I,SI1,62.8,56.0,2417.0,5.63,5.68,3.55 +5115,0.71,Very Good,E,VVS2,60.3,52.0,3760.0,5.8,5.87,3.52 +3117,0.81,Good,D,SI1,64.1,54.0,3324.0,5.92,5.96,3.81 +43103,0.5,Ideal,H,VS1,61.6,58.0,1384.0,5.08,5.11,3.14 +3958,0.9,Good,D,SI1,61.9,64.0,3505.0,6.09,6.0,3.74 +1101,0.71,Premium,D,SI1,61.4,58.0,2913.0,5.75,5.79,3.54 +14536,1.2,Very Good,H,SI1,62.4,57.0,5868.0,6.76,6.8,4.23 +17585,1.14,Ideal,H,SI1,61.5,55.0,7079.0,6.72,6.75,4.14 +26194,2.01,Premium,G,SI2,59.4,58.0,15562.0,8.19,8.15,4.85 +16154,1.04,Ideal,H,SI1,61.6,55.0,6458.0,6.51,6.54,4.02 +48880,0.56,Very Good,E,VS1,61.9,57.0,2037.0,5.29,5.31,3.28 +19522,1.0,Premium,G,VVS1,62.1,59.0,8154.0,6.4,6.29,3.94 +27142,2.02,Very Good,I,SI1,60.4,58.0,17357.0,8.2,8.16,4.94 +24364,0.36,Ideal,D,SI1,61.3,56.0,636.0,4.61,4.65,2.84 +47185,0.51,Ideal,H,VVS1,61.7,57.0,1837.0,5.12,5.15,3.16 +34894,0.3,Very Good,D,VVS2,59.6,61.0,880.0,4.39,4.34,2.6 +9473,1.2,Very Good,H,SI1,61.4,63.0,4603.0,6.76,6.72,4.14 +19816,1.23,Premium,G,VS1,62.8,56.0,8381.0,6.86,6.81,4.29 +4755,0.91,Very Good,F,SI2,61.2,59.0,3688.0,6.2,6.22,3.8 +32325,0.36,Ideal,E,VS2,62.1,55.0,789.0,4.54,4.58,2.83 +46810,0.53,Ideal,G,VS2,60.9,56.0,1807.0,5.25,5.21,3.18 +14524,1.0,Premium,F,VS2,62.8,55.0,5864.0,6.38,6.35,4.0 +52548,0.6,Ideal,G,IF,62.2,55.0,2533.0,5.36,5.44,3.36 +26690,0.28,Very Good,H,VS2,61.6,57.0,429.0,4.22,4.25,2.61 +31806,0.3,Very Good,G,IF,61.4,58.0,774.0,4.27,4.33,2.64 +52347,0.55,Very Good,E,VVS2,60.6,56.0,2499.0,5.33,5.36,3.24 +29227,0.31,Fair,G,VS1,64.6,55.0,695.0,4.31,4.26,2.77 +48244,0.58,Ideal,G,VS2,61.1,55.0,1951.0,5.42,5.38,3.3 +12791,1.25,Premium,I,VS1,59.4,60.0,5331.0,7.1,7.03,4.2 +18989,1.34,Premium,H,VS2,62.3,60.0,7816.0,7.05,7.02,4.38 +36592,0.5,Very Good,J,SI2,60.7,57.0,947.0,5.11,5.13,3.11 +44346,0.55,Ideal,F,VS2,61.2,55.0,1580.0,5.28,5.3,3.24 +43634,0.43,Ideal,G,IF,61.8,55.0,1433.0,4.85,4.89,3.01 +2092,0.71,Very Good,G,VVS2,61.2,58.0,3113.0,5.68,5.72,3.49 +27191,1.7,Good,D,VS2,63.6,56.0,17485.0,7.56,7.5,4.79 +52179,0.7,Very Good,D,SI1,62.9,63.0,2475.0,5.64,5.59,3.53 +3096,0.92,Premium,G,SI2,62.3,59.0,3318.0,6.2,6.15,3.85 +33322,0.35,Ideal,D,SI1,62.3,55.0,827.0,4.54,4.51,2.82 +37167,0.32,Ideal,D,VS2,62.0,55.0,972.0,4.42,4.38,2.73 +32159,0.28,Ideal,E,VVS1,61.2,54.0,787.0,4.24,4.26,2.6 +14473,1.23,Premium,F,SI2,59.9,58.0,5841.0,7.02,6.96,4.19 +16901,1.5,Good,J,SI2,60.9,62.0,6746.0,7.3,7.32,4.45 +33859,0.3,Ideal,E,VS2,60.2,57.0,844.0,4.38,4.36,2.63 +5269,1.01,Very Good,G,SI2,62.7,58.0,3796.0,6.32,6.43,4.0 +511,0.79,Very Good,D,SI2,62.8,59.0,2823.0,5.86,5.9,3.69 +19893,1.2,Very Good,G,VS1,60.2,60.0,8442.0,6.91,7.0,4.19 +48080,0.56,Very Good,E,VS1,62.7,60.0,1931.0,5.25,5.28,3.3 +31763,0.34,Ideal,F,VVS2,61.5,56.0,773.0,4.47,4.5,2.76 +30512,0.31,Ideal,D,SI1,62.6,57.0,732.0,4.32,4.3,2.7 +38015,0.6,Ideal,I,SI2,61.8,55.0,1009.0,5.44,5.46,3.37 +20623,1.5,Good,I,VS2,61.3,61.0,8920.0,7.31,7.38,4.5 +19669,1.01,Ideal,D,VS2,62.6,55.0,8279.0,6.42,6.46,4.03 +35272,0.3,Ideal,G,IF,61.4,57.0,895.0,4.33,4.37,2.67 +49932,0.7,Ideal,H,SI1,62.0,55.0,2184.0,5.71,5.68,3.53 +45719,0.56,Ideal,E,SI1,62.7,57.0,1698.0,5.27,5.23,3.29 +34828,0.3,Ideal,H,VVS1,63.0,54.0,878.0,4.3,4.27,2.7 +105,0.8,Ideal,I,VS1,62.9,56.0,2760.0,5.94,5.87,3.72 +47597,0.79,Premium,G,SI2,60.8,58.0,1877.0,6.0,5.98,3.61 +8100,0.91,Good,E,VS2,63.1,58.0,4345.0,6.13,6.19,3.89 +47500,0.47,Ideal,H,IF,62.4,57.0,1865.0,4.97,5.0,3.11 +24403,1.51,Premium,E,SI1,58.3,59.0,12644.0,7.52,7.47,4.37 +52309,0.31,Ideal,D,SI1,61.9,57.0,548.0,4.36,4.39,2.71 +36428,0.31,Ideal,D,VS2,61.3,57.0,942.0,4.4,4.37,2.69 +44503,0.9,Premium,H,I1,58.8,62.0,1599.0,6.32,6.26,3.7 +22451,1.5,Good,H,VS2,63.6,58.0,10478.0,7.27,7.22,4.61 +49791,0.73,Premium,G,SI1,60.8,58.0,2163.0,5.82,5.85,3.55 +32919,0.42,Ideal,D,SI1,61.5,56.0,810.0,4.81,4.85,2.97 +24829,1.53,Very Good,G,VS2,58.9,59.0,13225.0,7.58,7.61,4.47 +53043,0.73,Ideal,H,SI1,61.5,55.0,2605.0,5.79,5.84,3.57 +46390,0.55,Ideal,E,VS1,61.5,57.0,1764.0,5.23,5.27,3.23 +45950,0.56,Ideal,F,VS2,61.3,54.0,1723.0,5.34,5.37,3.28 +31040,0.34,Ideal,D,VS1,62.6,56.0,749.0,4.49,4.52,2.82 +8948,1.19,Good,J,SI1,59.8,64.0,4498.0,6.94,6.9,4.14 +116,0.73,Ideal,F,VS2,62.7,53.0,2762.0,5.8,5.75,3.62 +34498,0.32,Ideal,F,VVS1,60.6,56.0,867.0,4.46,4.48,2.71 +52538,0.72,Ideal,E,SI2,62.5,55.0,2530.0,5.69,5.74,3.57 +52736,0.7,Very Good,F,VS2,61.7,57.0,2559.0,5.71,5.74,3.54 +46540,0.51,Ideal,E,VS2,60.9,56.0,1781.0,5.2,5.15,3.15 +5973,0.9,Very Good,F,SI1,62.3,55.0,3950.0,6.14,6.18,3.84 +8225,1.06,Premium,F,SI2,62.4,58.0,4372.0,6.5,6.54,4.07 +1019,0.75,Ideal,G,SI1,61.6,55.0,2902.0,5.82,5.86,3.6 +19325,1.51,Premium,F,SI1,62.0,57.0,8033.0,7.36,7.28,4.54 +2005,0.71,Premium,E,VS2,62.2,59.0,3101.0,5.79,5.76,3.59 +27688,1.7,Premium,G,VVS2,59.8,59.0,18718.0,7.7,7.75,4.62 +13830,1.25,Very Good,H,SI2,61.6,54.0,5637.0,6.85,6.95,4.25 +51793,0.7,Good,E,VS2,64.2,60.0,2415.0,5.64,5.58,3.6 +17631,1.28,Premium,H,VS2,61.2,60.0,7098.0,6.99,6.94,4.26 +53543,0.78,Fair,H,VS2,54.7,67.0,2691.0,6.25,6.15,3.4 +8586,1.01,Very Good,I,VS2,61.3,56.0,4438.0,6.53,6.45,3.98 +30970,0.38,Premium,I,SI1,60.5,58.0,746.0,4.72,4.67,2.84 +23021,0.3,Fair,E,VS2,66.7,59.0,630.0,4.23,4.05,2.78 +27887,0.3,Ideal,G,VVS2,60.7,58.0,655.0,4.34,4.36,2.64 +23641,1.51,Premium,F,SI1,60.9,61.0,11666.0,7.32,7.3,4.45 +48245,0.56,Good,E,VS1,59.8,61.0,1951.0,5.35,5.36,3.2 +43037,0.55,Ideal,I,VS2,61.8,55.0,1374.0,5.28,5.32,3.27 +51907,0.73,Ideal,E,SI2,60.4,56.0,2434.0,5.81,5.89,3.54 +2561,0.7,Premium,D,VVS2,61.5,60.0,3210.0,5.71,5.64,3.49 +49916,0.7,Premium,F,SI1,62.6,55.0,2184.0,5.65,4.5,3.0 +29014,0.34,Very Good,G,VS1,60.4,61.0,686.0,4.48,4.53,2.72 +5957,0.9,Very Good,F,SI1,62.5,62.0,3950.0,6.08,6.11,3.81 +52845,0.7,Ideal,D,SI2,62.1,56.0,2575.0,5.67,5.71,3.53 +48077,0.56,Premium,E,VS1,62.6,58.0,1930.0,5.23,5.28,3.29 +4461,1.01,Premium,H,SI2,60.1,58.0,3620.0,6.55,6.52,3.93 +50586,0.56,Ideal,F,VVS2,62.3,54.0,2281.0,5.29,5.34,3.31 +49647,0.3,Premium,H,SI1,59.5,62.0,540.0,4.35,4.32,2.58 +40341,0.33,Premium,D,VVS1,61.8,58.0,1129.0,4.4,4.43,2.73 +29072,0.34,Premium,D,VS2,59.3,59.0,687.0,4.55,4.59,2.71 +8860,1.13,Ideal,I,SI2,61.4,56.0,4481.0,6.69,6.71,4.12 +43879,0.46,Very Good,E,VS1,58.7,60.0,1452.0,5.08,5.15,3.0 +14674,1.0,Good,G,VS1,58.6,62.0,5921.0,6.5,6.53,3.82 +16540,1.0,Ideal,H,VVS2,62.9,55.0,6607.0,6.34,6.39,4.0 +3273,1.0,Ideal,E,I1,63.0,57.0,3360.0,6.35,6.32,3.99 +52553,0.58,Premium,E,VS2,61.5,58.0,2535.0,5.41,5.38,3.32 +6702,0.25,Very Good,E,VS2,59.7,61.0,409.0,4.08,4.1,2.44 +12223,1.0,Ideal,F,SI1,61.5,57.0,5197.0,6.41,6.46,3.96 +27915,0.34,Ideal,G,VS1,61.4,56.0,657.0,4.52,4.54,2.78 +23949,2.01,Very Good,J,SI1,61.6,60.0,12084.0,7.99,8.02,4.93 +40393,0.58,Ideal,I,SI1,62.2,54.0,1132.0,5.35,5.39,3.34 +301,0.77,Ideal,I,VS1,61.5,59.0,2798.0,5.87,5.91,3.62 +40943,0.27,Ideal,H,VS1,62.2,55.0,500.0,4.15,4.18,2.59 +22144,2.02,Ideal,I,SI2,62.6,56.0,10181.0,8.05,8.01,5.03 +42085,0.55,Premium,E,SI2,61.9,58.0,1273.0,5.24,5.2,3.23 +14715,0.3,Premium,H,VVS2,61.5,58.0,605.0,4.28,4.3,2.64 +37677,0.7,Fair,F,I1,70.8,56.0,992.0,5.38,5.33,3.79 +50313,0.7,Premium,F,SI1,61.2,59.0,2239.0,5.7,5.64,3.47 +13892,1.06,Ideal,F,SI1,62.1,57.0,5655.0,6.51,6.53,4.05 +25012,2.05,Premium,J,VS2,62.3,60.0,13543.0,8.09,8.15,5.06 +14515,1.14,Ideal,I,VS1,61.7,53.0,5863.0,6.75,6.77,4.17 +27899,0.4,Good,G,SI1,63.1,56.0,655.0,4.72,4.75,2.99 +51407,0.97,Ideal,J,I1,61.6,54.0,2370.0,6.34,6.28,3.89 +39739,0.7,Fair,G,I1,68.6,59.0,1092.0,5.45,5.31,3.7 +31986,0.3,Premium,F,VS2,61.4,60.0,776.0,4.3,4.27,2.63 +41086,0.41,Ideal,F,VVS2,61.9,55.0,1192.0,4.79,4.74,2.95 +23476,1.07,Very Good,E,IF,58.6,63.0,11475.0,6.7,6.79,3.95 +20553,2.0,Very Good,J,SI2,62.1,63.0,8870.0,7.96,7.85,4.91 +15565,1.26,Ideal,H,SI2,62.0,55.0,6239.0,6.9,6.97,4.29 +2008,0.72,Ideal,G,VS1,61.3,56.0,3102.0,5.77,5.82,3.55 +6904,0.82,Ideal,D,SI1,62.2,55.0,4135.0,5.97,5.99,3.72 +18479,1.25,Very Good,H,VS2,63.3,57.0,7525.0,6.87,6.82,4.33 +3399,0.3,Ideal,F,VS2,62.6,54.0,567.0,4.3,4.33,2.7 +23024,0.35,Ideal,E,SI2,61.4,56.0,630.0,4.55,4.51,2.78 +23152,1.02,Ideal,D,VVS2,62.0,56.0,11167.0,6.48,6.43,4.0 +26200,1.58,Ideal,E,VS2,62.7,56.0,15579.0,7.45,7.55,4.7 +9178,1.04,Premium,D,SI2,61.9,58.0,4543.0,6.54,6.49,4.03 +23388,0.3,Good,I,IF,63.3,56.0,631.0,4.21,4.26,2.68 +39791,0.32,Ideal,E,IF,61.9,56.0,1095.0,4.4,4.42,2.73 +5174,0.71,Ideal,E,VS2,61.9,55.0,3773.0,5.68,5.72,3.53 +19617,1.23,Ideal,G,VS2,62.4,57.0,8233.0,6.88,6.83,4.28 +30440,0.32,Very Good,G,VVS2,62.3,54.0,730.0,4.38,4.45,2.75 +9567,1.1,Ideal,J,SI2,60.1,57.0,4624.0,6.77,6.74,4.06 +46605,0.54,Ideal,D,SI1,61.5,56.0,1786.0,5.25,5.23,3.22 +31834,0.34,Ideal,G,VVS2,61.9,57.0,775.0,4.44,4.48,2.76 +2311,0.92,Premium,H,SI1,60.7,59.0,3165.0,6.34,6.25,3.82 +10514,0.9,Premium,F,VS2,62.4,58.0,4801.0,6.15,6.22,3.86 +15520,1.06,Very Good,G,VS2,59.4,59.0,6217.0,6.68,6.63,3.95 +52839,0.74,Premium,G,VS1,59.5,58.0,2574.0,5.95,5.89,3.52 +44008,0.3,Very Good,G,SI2,58.1,61.0,394.0,4.41,4.47,2.58 +34950,0.31,Ideal,I,SI2,61.0,56.0,379.0,4.39,4.43,2.69 +11161,1.02,Good,D,SI1,56.9,62.0,4948.0,6.64,6.69,3.79 +6061,1.0,Fair,D,SI2,66.5,59.0,3965.0,6.24,6.21,4.14 +30217,0.33,Ideal,E,VS2,62.3,55.0,723.0,4.43,4.46,2.77 +8700,0.9,Good,G,VS1,63.7,56.0,4460.0,6.15,6.07,3.89 +17496,1.01,Premium,D,VS2,60.4,58.0,7032.0,6.57,6.47,3.94 +191,0.71,Good,F,VS2,57.8,60.0,2777.0,5.87,5.9,3.4 +47732,0.7,Very Good,H,SI2,63.3,56.0,1890.0,5.64,5.68,3.58 +41826,0.48,Very Good,F,VS2,61.1,58.0,1251.0,5.05,5.11,3.11 +22528,1.62,Very Good,H,SI1,63.1,56.0,10567.0,7.38,7.51,4.7 +35426,0.32,Ideal,E,VS2,60.8,55.0,900.0,4.49,4.42,2.71 +31960,0.31,Ideal,I,VS2,61.6,55.0,452.0,4.38,4.42,2.71 +42021,0.46,Very Good,E,VS2,59.8,59.6,1267.0,5.07,5.14,3.05 +33966,0.34,Ideal,F,VVS2,62.0,54.2,846.0,4.47,4.49,2.78 +23773,1.61,Ideal,I,VS2,61.7,56.0,11826.0,7.52,7.62,4.67 +37022,0.33,Premium,G,VVS2,61.7,58.0,965.0,4.42,4.39,2.72 +21533,1.64,Very Good,H,SI2,60.7,59.0,9632.0,7.61,7.65,4.63 +41224,0.43,Premium,G,VVS1,60.3,58.0,1207.0,4.87,4.91,2.95 +13806,1.13,Very Good,H,VS2,61.7,56.0,5625.0,6.65,6.73,4.13 +32926,0.42,Ideal,D,SI1,61.9,57.0,810.0,4.77,4.82,2.97 +42841,0.41,Ideal,F,VVS1,60.7,56.0,1356.0,4.85,4.81,2.93 +4013,0.9,Good,F,SI2,63.1,56.0,3519.0,6.12,6.18,3.88 +16460,1.35,Premium,I,SI1,59.2,59.0,6577.0,7.24,7.18,4.27 +16965,1.1,Very Good,E,VS2,61.9,55.0,6776.0,6.61,6.67,4.11 +27198,2.33,Ideal,I,VS2,62.0,57.0,17504.0,8.52,8.45,5.26 +26182,2.01,Premium,H,VS2,61.1,61.0,15528.0,8.14,8.09,4.96 +53375,0.73,Ideal,G,SI1,60.7,56.0,2659.0,5.89,5.81,3.55 +34047,0.46,Ideal,F,SI2,62.1,54.7,851.0,4.95,4.98,3.08 +53568,0.56,Ideal,E,VVS2,60.9,56.0,2696.0,5.4,5.33,3.27 +10770,1.24,Premium,H,SI2,62.1,58.0,4854.0,6.92,6.88,4.28 +28144,0.3,Ideal,G,VVS2,62.6,53.0,665.0,4.31,4.35,2.71 +3390,0.31,Very Good,I,SI1,63.0,57.0,408.0,4.32,4.34,2.73 +32438,0.43,Ideal,F,SI1,61.6,57.0,792.0,4.8,4.85,2.97 +45303,0.3,Very Good,D,SI1,62.3,57.0,524.0,4.26,4.31,2.67 +21824,1.5,Very Good,D,SI1,63.4,63.0,9895.0,7.23,7.19,4.57 +22813,1.53,Ideal,E,SI1,62.0,58.0,10836.0,7.33,7.41,4.57 +38155,0.36,Premium,E,VS2,62.0,58.0,1013.0,4.56,4.54,2.82 +33411,0.28,Premium,E,VVS1,61.3,60.0,828.0,4.21,4.18,2.57 +596,0.82,Fair,F,SI1,64.9,58.0,2838.0,5.83,5.79,3.77 +52591,0.7,Very Good,H,VS1,62.3,57.0,2540.0,5.68,5.72,3.55 +30627,0.28,Ideal,I,VS1,62.4,54.0,448.0,4.18,4.19,2.61 +2963,1.07,Premium,G,SI2,62.5,59.0,3296.0,6.5,6.47,4.05 +3924,0.81,Ideal,H,VVS2,62.0,57.0,3497.0,5.93,5.97,3.69 +29662,0.35,Ideal,F,VS2,62.2,55.0,706.0,4.48,4.53,2.8 +36330,0.32,Ideal,G,VVS2,61.5,57.0,936.0,4.43,4.39,2.71 +23973,2.02,Premium,D,SI2,61.1,57.0,12108.0,8.12,8.05,4.94 +22746,1.12,Ideal,F,VVS2,61.3,57.0,10764.0,6.67,6.7,4.1 +7993,1.01,Premium,G,SI2,62.4,59.0,4327.0,6.39,6.34,3.97 +39892,0.42,Premium,F,VS1,61.8,59.0,1103.0,4.83,4.81,2.98 +5477,1.12,Good,I,SI2,64.3,60.0,3838.0,6.59,6.56,4.23 +8580,1.01,Good,E,SI2,60.7,62.0,4436.0,6.43,6.49,3.92 +16490,1.2,Premium,H,SI1,59.5,58.0,6588.0,7.02,6.97,4.16 +15290,1.66,Ideal,F,I1,62.1,58.0,6135.0,7.6,7.56,4.71 +31599,0.2,Very Good,E,VS2,63.4,59.0,367.0,3.74,3.71,2.36 +41544,0.52,Premium,G,SI2,61.4,56.0,1235.0,5.27,5.18,3.2 +28382,0.33,Very Good,I,VS1,63.2,57.0,668.0,4.4,4.37,2.77 +17198,1.21,Good,H,VS1,59.5,65.0,6871.0,6.88,6.84,4.08 +11277,1.2,Premium,H,SI2,62.8,61.0,4973.0,6.7,6.62,4.18 +15282,1.04,Ideal,H,VS2,62.2,57.0,6133.0,6.46,6.49,4.03 +50207,0.58,Ideal,F,VS1,61.9,56.0,2227.0,5.36,5.33,3.31 +8829,1.02,Premium,E,SI2,62.9,56.0,4478.0,6.43,6.36,4.02 +40219,0.4,Ideal,D,VS1,59.9,57.0,1123.0,4.77,4.82,2.87 +26277,1.52,Ideal,G,VVS2,60.6,57.0,15760.0,7.45,7.49,4.52 +11205,1.13,Ideal,H,SI1,62.0,57.0,4959.0,6.66,6.73,4.15 +39453,0.5,Very Good,E,SI2,63.0,57.0,1077.0,5.04,5.09,3.19 +11557,1.07,Premium,E,SI2,62.9,59.0,5033.0,6.55,6.46,4.09 +22220,1.51,Good,H,SI1,61.5,61.0,10277.0,7.29,7.34,4.5 +51542,0.78,Good,G,SI1,63.9,64.0,2386.0,5.82,5.7,3.68 +12065,1.04,Premium,D,SI2,59.8,58.0,5154.0,6.61,6.56,3.94 +39621,0.35,Premium,E,SI2,61.5,59.0,491.0,4.52,4.56,2.79 +33423,0.32,Ideal,H,VVS2,61.8,55.0,828.0,4.42,4.38,2.72 +36085,0.32,Ideal,F,VVS1,62.3,56.0,926.0,4.35,4.38,2.72 +53130,0.62,Premium,E,VVS2,62.0,56.0,2618.0,5.48,5.42,3.38 +22245,1.52,Premium,I,VS1,60.6,57.0,10300.0,7.51,7.44,4.53 +2306,0.79,Ideal,F,SI1,61.3,56.0,3163.0,5.96,6.01,3.67 +36735,0.32,Ideal,G,IF,61.8,55.0,954.0,4.41,4.43,2.73 +28831,0.41,Very Good,H,SI1,60.0,61.0,683.0,4.77,4.83,2.88 +30841,0.33,Premium,H,VS1,61.0,59.0,743.0,4.5,4.45,2.73 +13755,1.0,Good,F,VS2,64.2,58.0,5606.0,6.32,6.26,4.04 +13355,0.24,Very Good,E,VS2,62.1,58.0,419.0,4.0,4.02,2.49 +21105,1.7,Ideal,J,VS2,62.2,56.0,9276.0,7.64,7.61,4.74 +37612,0.24,Very Good,E,VVS1,61.5,59.0,485.0,3.99,4.01,2.46 +39222,0.38,Ideal,D,SI1,62.2,54.0,1066.0,4.69,4.65,2.9 +44353,0.56,Ideal,I,VVS1,62.0,57.0,1580.0,5.29,5.33,3.29 +21673,1.58,Good,H,SI1,63.1,58.0,9774.0,7.33,7.38,4.64 +25741,1.51,Very Good,F,VS1,59.6,63.0,14673.0,7.34,7.43,4.4 +38231,0.43,Ideal,H,VVS1,61.6,55.0,1017.0,4.85,4.89,3.0 +9675,1.13,Premium,G,SI2,61.5,59.0,4647.0,6.73,6.69,4.13 +37339,0.43,Ideal,E,VS2,62.0,57.0,981.0,4.82,4.85,3.0 +13564,1.16,Premium,H,SI1,61.2,57.0,5554.0,6.84,6.76,4.16 +9088,0.9,Very Good,D,SI1,63.0,58.0,4523.0,6.11,6.14,3.86 +21646,1.24,Premium,F,VS1,60.1,59.0,9738.0,6.99,7.02,4.21 +17060,0.32,Ideal,G,SI1,61.3,56.0,612.0,4.42,4.39,2.7 +24127,1.51,Very Good,I,IF,62.1,59.0,12291.0,7.25,7.31,4.52 +44011,0.51,Premium,G,VS2,61.2,60.0,1546.0,5.17,5.12,3.15 +1632,0.7,Premium,E,VS1,61.8,58.0,3016.0,5.71,5.75,3.54 +28183,0.37,Ideal,I,VS2,61.7,57.0,666.0,4.64,4.6,2.85 +49913,0.63,Ideal,F,VS2,61.2,56.0,2182.0,5.56,5.51,3.39 +7544,1.02,Good,D,SI2,57.7,64.0,4246.0,6.7,6.62,3.84 +12032,0.4,Good,I,SI1,63.9,57.0,596.0,4.66,4.7,2.99 +13416,1.2,Premium,H,SI2,62.4,57.0,5510.0,6.83,6.75,4.24 +9560,1.01,Very Good,H,SI1,62.6,61.0,4622.0,6.36,6.39,3.99 +27371,0.28,Ideal,E,VVS1,62.0,56.0,646.0,4.19,4.23,2.61 +16392,1.27,Ideal,F,VS2,62.8,56.0,6543.0,6.9,6.86,4.32 +15924,1.53,Good,J,SI2,64.1,58.0,6368.0,7.3,7.18,4.64 +8460,1.02,Good,E,SI2,64.2,59.0,4414.0,6.26,6.2,4.0 +2574,0.61,Ideal,E,VVS1,59.9,61.0,3212.0,5.5,5.55,3.31 +49120,0.7,Very Good,H,SI1,60.9,62.0,2066.0,5.67,5.72,3.47 +40018,0.42,Very Good,D,VS1,62.5,57.0,1109.0,4.75,4.85,3.0 +38414,0.35,Premium,E,VVS2,60.2,58.0,1024.0,4.66,4.61,2.79 +3024,0.73,Premium,D,VS2,59.8,58.0,3308.0,5.85,5.89,3.51 +32955,0.24,Very Good,E,VS2,61.7,57.0,461.0,3.99,4.02,2.47 +47876,0.52,Very Good,G,VVS2,61.8,59.0,1911.0,5.13,5.16,3.18 +10925,1.04,Premium,I,VS1,61.6,56.0,4892.0,6.59,6.52,4.04 +10416,0.99,Very Good,E,SI2,61.8,59.0,4780.0,6.3,6.33,3.9 +11914,1.07,Premium,H,SI1,60.0,60.0,5123.0,6.65,6.61,3.98 +28560,0.3,Ideal,H,VS1,61.4,54.0,675.0,4.37,4.33,2.67 +7124,0.97,Premium,H,SI1,61.9,60.0,4172.0,6.37,6.3,3.92 +11254,1.01,Very Good,F,SI1,62.1,57.0,4969.0,6.41,6.48,4.0 +35372,0.41,Premium,G,VS1,62.6,58.0,899.0,4.7,4.75,2.96 +9131,1.08,Ideal,H,SI2,61.0,57.0,4536.0,6.64,6.6,4.04 +38992,0.5,Very Good,I,SI1,62.8,60.0,1054.0,5.04,5.08,3.18 +8805,1.01,Very Good,H,SI2,63.5,58.0,4475.0,6.29,6.37,4.02 +48981,0.34,Ideal,H,VS2,60.5,56.0,537.0,4.54,4.58,2.76 +28251,0.33,Premium,F,VS2,60.8,58.0,666.0,4.44,4.47,2.71 +3023,0.9,Ideal,I,SI1,60.8,57.0,3308.0,6.22,6.25,3.79 +31870,0.3,Premium,H,VVS2,62.4,58.0,776.0,4.3,4.26,2.67 +43602,0.31,Very Good,E,SI1,61.2,58.0,507.0,4.34,4.38,2.67 +30540,0.31,Ideal,D,VS2,61.9,56.0,734.0,4.34,4.38,2.7 +49801,0.7,Very Good,E,SI1,63.2,61.0,2164.0,5.61,5.49,3.51 +23447,1.58,Ideal,I,VVS1,61.9,55.0,11435.0,7.47,7.51,4.64 +4079,0.31,Ideal,D,SI1,61.4,55.0,571.0,4.35,4.38,2.68 +7135,1.01,Ideal,J,SI2,61.9,55.0,4174.0,6.5,6.43,4.01 +5715,0.25,Very Good,E,VVS2,60.2,59.0,575.0,4.07,4.14,2.47 +17600,1.3,Very Good,I,VS2,61.8,56.0,7087.0,6.98,7.04,4.33 +33782,0.32,Very Good,G,VVS1,61.9,58.0,842.0,4.36,4.39,2.71 +8638,0.93,Good,G,SI1,63.8,58.0,4452.0,6.09,6.14,3.9 +29338,0.31,Premium,H,VS1,62.4,58.0,698.0,4.34,4.28,2.69 +44941,0.62,Premium,F,SI1,61.3,60.0,1633.0,5.48,5.45,3.35 +43377,0.54,Ideal,F,SI2,61.2,57.0,1409.0,5.25,5.23,3.21 +4796,1.2,Fair,H,SI2,65.6,57.0,3696.0,6.73,6.57,4.36 +17845,1.36,Good,F,SI1,57.5,60.0,7197.0,7.36,7.31,4.22 +53553,0.7,Ideal,E,VS2,62.5,55.0,2693.0,5.73,5.7,3.57 +21812,1.66,Premium,J,VVS2,62.6,59.0,9882.0,7.54,7.58,4.73 +16317,1.08,Ideal,G,VS2,62.5,56.0,6530.0,6.57,6.54,4.1 +51970,0.26,Ideal,H,IF,61.2,57.0,545.0,4.13,4.16,2.53 +51704,0.7,Very Good,F,VS2,62.1,58.0,2400.0,5.68,5.72,3.54 +36199,0.42,Ideal,F,SI1,61.5,55.0,931.0,4.82,4.84,2.97 +45675,0.52,Premium,E,VS2,61.6,59.0,1694.0,5.16,5.14,3.17 +26615,1.8,Ideal,F,SI1,61.8,57.0,16364.0,7.79,7.83,4.83 +50273,0.7,Very Good,E,SI1,62.8,56.0,2239.0,5.69,5.72,3.58 +32003,0.26,Ideal,D,VVS2,61.4,55.0,777.0,4.1,4.17,2.54 +34762,0.41,Ideal,E,SI2,60.7,57.0,876.0,4.85,4.81,2.93 +16990,1.03,Very Good,G,VS2,62.2,57.0,6786.0,6.43,6.46,4.01 +37794,0.38,Ideal,E,VS1,61.6,56.0,1000.0,4.62,4.66,2.86 +408,0.31,Very Good,F,SI1,61.8,58.0,555.0,4.32,4.35,2.68 +29436,0.38,Very Good,H,VS2,62.8,55.0,700.0,4.64,4.66,2.92 +47114,0.65,Very Good,I,VVS2,61.3,59.3,1828.0,5.52,5.59,3.4 +15396,1.08,Very Good,G,VS2,62.0,57.0,6168.0,6.52,6.55,4.05 +21919,1.5,Ideal,F,SI2,62.9,55.0,9996.0,7.28,7.26,4.57 +34694,0.3,Ideal,F,IF,60.0,59.0,873.0,4.37,4.39,2.63 +18210,1.03,Ideal,G,VS1,61.2,57.0,7391.0,6.5,6.54,3.99 +39024,0.43,Ideal,D,VS2,62.0,55.0,1056.0,4.81,4.86,3.0 +47425,0.51,Ideal,E,VS1,61.8,56.0,1851.0,5.17,5.19,3.2 +47166,0.46,Ideal,E,VS1,61.9,55.0,1834.0,4.94,4.97,3.06 +1508,0.71,Very Good,F,VS2,59.6,56.0,2994.0,5.84,5.88,3.49 +26904,2.01,Very Good,H,SI1,62.6,59.0,16901.0,7.95,7.98,4.99 +16074,1.21,Ideal,I,VS1,62.2,54.5,6418.0,6.81,6.86,4.25 +41517,0.44,Ideal,D,VS1,61.1,56.0,1235.0,4.91,4.95,3.01 +21521,1.5,Good,H,VS2,64.0,58.0,9620.0,7.14,7.17,4.58 +26408,1.0,Good,D,IF,63.3,59.0,15928.0,6.33,6.37,4.02 +33635,0.37,Ideal,E,SI1,61.9,56.0,833.0,4.6,4.57,2.84 +26526,2.3,Ideal,I,SI2,61.8,57.0,16181.0,8.45,8.48,5.23 +28170,0.28,Ideal,F,VS1,62.0,53.0,665.0,4.23,4.26,2.63 +7227,1.04,Ideal,H,SI2,60.3,56.0,4193.0,6.61,6.58,3.98 +41238,0.33,Premium,E,IF,60.8,58.0,1207.0,4.49,4.46,2.72 +22541,3.02,Fair,I,I1,65.2,56.0,10577.0,9.11,9.02,5.91 +23972,1.51,Very Good,H,VS2,62.4,55.6,12108.0,7.28,7.33,4.56 +18598,1.09,Premium,F,VS1,61.3,60.0,7588.0,6.67,6.61,4.07 +1411,0.75,Very Good,E,SI1,60.2,60.0,2968.0,5.89,5.93,3.56 +51414,0.52,Ideal,E,VVS2,61.9,55.0,2371.0,5.15,5.19,3.2 +44771,0.42,Ideal,D,VVS1,62.8,56.0,1621.0,4.8,4.76,3.0 +32632,0.28,Good,E,VS1,63.1,55.0,458.0,4.15,4.18,2.63 +23521,2.01,Good,J,VS1,63.7,59.0,11526.0,7.93,7.86,5.03 +8646,1.06,Premium,F,SI2,62.4,58.0,4452.0,6.54,6.5,4.07 +26559,1.63,Ideal,G,VS1,61.5,57.0,16241.0,7.58,7.6,4.67 +30545,0.31,Ideal,E,VS1,61.6,56.0,734.0,4.35,4.38,2.69 +53808,0.72,Very Good,G,VS2,63.1,57.0,2732.0,5.74,5.71,3.61 +28755,0.31,Ideal,E,VS2,61.0,56.0,680.0,4.34,4.38,2.66 +12466,1.03,Ideal,D,SI1,62.3,56.0,5249.0,6.51,6.45,4.04 +2469,0.75,Ideal,E,VS2,60.2,57.0,3192.0,5.93,5.9,3.56 +31457,0.34,Good,E,SI1,63.9,56.0,765.0,4.48,4.44,2.85 +11759,1.02,Ideal,H,SI1,59.9,56.0,5079.0,6.54,6.51,3.91 +4900,1.01,Premium,J,VS2,61.0,61.0,3722.0,6.28,6.22,3.81 +46355,0.5,Ideal,G,VVS2,62.2,56.0,1760.0,5.02,5.11,3.15 +29649,0.35,Ideal,F,VS2,60.8,57.0,706.0,4.52,4.56,2.76 +44654,0.35,Ideal,G,SI1,61.3,56.0,522.0,4.54,4.56,2.79 +17428,1.1,Ideal,G,VS1,61.5,57.0,6984.0,6.62,6.65,4.08 +32005,0.42,Ideal,G,SI1,62.2,53.0,777.0,4.85,4.86,3.02 +43374,0.71,Fair,J,SI2,65.5,61.0,1409.0,5.54,5.49,3.61 +15696,0.29,Ideal,G,VVS1,62.3,55.0,607.0,4.25,4.29,2.66 +34274,0.28,Ideal,H,VS2,62.5,54.0,467.0,4.2,4.22,2.63 +30793,0.3,Ideal,E,VVS2,60.8,57.0,742.0,4.33,4.35,2.64 +21052,0.31,Premium,G,VS1,62.2,58.0,625.0,4.34,4.38,2.71 +48310,0.33,Very Good,H,SI2,63.5,57.0,534.0,4.39,4.36,2.78 +38962,0.31,Ideal,I,VS1,61.6,55.0,489.0,4.34,4.36,2.68 +42654,0.4,Premium,G,IF,60.8,58.0,1333.0,4.73,4.77,2.89 +23289,2.08,Good,I,SI2,57.0,63.0,11313.0,8.49,8.45,4.83 +52174,0.7,Premium,E,SI2,60.4,59.0,2475.0,5.75,5.7,3.46 +6937,0.93,Premium,D,SI2,62.6,57.0,4140.0,6.26,6.2,3.9 +36549,0.4,Premium,F,SI1,62.2,57.0,945.0,4.72,4.67,2.92 +26108,2.24,Premium,I,SI2,61.9,58.0,15375.0,8.29,8.36,5.15 +22375,0.31,Ideal,H,VS2,63.0,57.0,628.0,4.34,4.32,2.73 +39088,0.51,Good,H,SI2,56.7,60.0,1060.0,5.38,5.35,3.04 +12668,1.16,Ideal,I,VS2,61.5,57.0,5302.0,6.78,6.75,4.16 +30748,0.38,Very Good,E,VS2,61.2,56.0,740.0,4.67,4.71,2.87 +9608,1.02,Premium,G,SI1,62.3,59.0,4633.0,6.4,6.44,4.0 +15897,1.22,Premium,H,SI1,61.9,56.0,6354.0,6.89,6.84,4.25 +6335,1.0,Premium,H,SI2,61.0,57.0,4032.0,6.51,6.4,3.94 +4026,0.7,Ideal,H,VVS1,60.3,56.0,3524.0,5.77,5.82,3.49 +25813,2.19,Very Good,I,SI1,62.6,58.0,14819.0,8.24,8.33,5.19 +1522,0.72,Ideal,H,VS1,61.4,56.0,2998.0,5.79,5.81,3.56 +832,0.8,Premium,H,VS2,61.2,53.0,2867.0,6.05,5.98,3.68 +32637,0.25,Ideal,G,VS2,61.4,57.0,459.0,4.08,4.1,2.51 +10678,1.21,Premium,J,VS2,59.9,59.0,4841.0,6.92,6.86,4.13 +19238,1.01,Very Good,G,IF,60.0,61.0,7974.0,6.41,6.45,3.86 +4794,1.1,Premium,J,VS2,61.2,57.0,3696.0,6.66,6.61,4.06 +10867,1.01,Very Good,H,SI1,60.0,58.0,4876.0,6.54,6.6,3.94 +11590,1.21,Fair,H,VS2,64.5,56.0,5041.0,6.7,6.66,4.31 +50177,0.55,Ideal,E,VS1,61.5,56.0,2220.0,5.26,5.29,3.24 +33211,0.27,Premium,F,IF,61.7,57.0,820.0,4.21,4.12,2.57 +51372,0.85,Ideal,J,SI1,62.3,55.0,2366.0,6.1,6.06,3.79 +11700,1.29,Very Good,J,VS2,61.3,60.0,5068.0,6.96,6.98,4.27 +44000,0.3,Ideal,J,VS1,59.7,57.0,394.0,4.37,4.4,2.62 +35546,0.35,Premium,F,VS2,61.1,62.0,906.0,4.54,4.5,2.76 +24210,1.72,Very Good,I,VVS2,62.7,58.0,12396.0,7.54,7.6,4.75 +36327,0.32,Ideal,G,VVS2,62.4,56.0,936.0,4.42,4.4,2.75 +33021,0.33,Ideal,E,VVS2,61.2,56.0,814.0,4.44,4.48,2.73 +13014,1.0,Good,F,VS2,64.4,56.0,5407.0,6.23,6.28,4.03 +24440,2.04,Ideal,J,SI1,62.6,55.0,12696.0,8.08,8.12,5.07 +24779,2.02,Good,H,SI2,59.0,61.0,13144.0,8.26,8.31,4.89 +5399,0.3,Premium,D,SI2,61.4,59.0,574.0,4.31,4.26,2.63 +38456,0.51,Good,G,SI2,63.6,54.0,1029.0,5.05,5.08,3.22 +33477,0.32,Ideal,F,VS2,61.5,55.0,828.0,4.42,4.4,2.71 +9946,1.01,Ideal,E,SI2,62.0,56.0,4694.0,6.46,6.42,3.99 +34882,0.4,Very Good,E,VS2,62.0,60.0,879.0,4.67,4.69,2.9 +39554,0.32,Ideal,G,VVS1,60.8,56.0,1080.0,4.44,4.37,2.68 +16114,1.58,Ideal,I,SI2,62.3,57.0,6441.0,7.42,7.34,4.6 +35899,0.32,Ideal,G,IF,62.1,55.0,918.0,4.4,4.46,2.75 +53663,0.73,Very Good,G,VS1,61.0,60.0,2708.0,5.76,5.84,3.54 +42968,0.53,Very Good,G,SI1,60.2,57.0,1367.0,5.22,5.28,3.16 +7223,1.04,Very Good,I,SI1,63.2,54.0,4193.0,6.49,6.42,4.08 +4756,1.12,Ideal,I,SI2,62.4,57.0,3688.0,6.69,6.62,4.15 +42207,0.52,Very Good,D,SI2,61.7,56.0,1289.0,5.14,5.17,3.18 +3602,0.91,Ideal,G,SI2,62.2,57.0,3425.0,6.18,6.24,3.86 +6371,0.32,Very Good,H,SI1,63.1,55.0,576.0,4.37,4.34,2.75 +43616,0.34,Good,G,SI1,63.9,58.0,507.0,4.4,4.43,2.82 +28437,0.3,Ideal,E,VS1,62.1,58.0,670.0,4.27,4.3,2.66 +40865,0.52,Very Good,H,SI1,59.3,59.0,1175.0,5.25,5.28,3.12 +26413,1.7,Very Good,G,VS2,63.1,57.0,15937.0,7.53,7.62,4.78 +15960,1.1,Premium,G,VS2,62.8,58.0,6387.0,6.6,6.58,4.14 +46203,0.98,Fair,G,I1,68.0,63.0,1749.0,6.13,6.02,4.13 +49126,0.56,Ideal,D,VS2,60.6,56.0,2066.0,5.37,5.33,3.24 +30330,0.36,Ideal,G,VS1,61.6,56.0,726.0,4.56,4.59,2.82 +26199,1.02,Ideal,D,IF,63.0,57.0,15575.0,6.39,6.35,4.01 +12715,0.26,Ideal,E,VVS2,62.0,56.0,599.0,4.1,4.13,2.55 +1893,0.79,Ideal,E,SI1,62.9,55.0,3075.0,5.93,5.86,3.71 +552,0.97,Ideal,F,I1,60.7,56.0,2830.0,6.41,6.43,3.9 +6776,0.81,Ideal,H,IF,61.6,58.0,4111.0,5.98,6.01,3.69 +27659,2.01,Good,G,SI1,60.3,60.0,18625.0,8.07,8.18,4.9 +30605,0.3,Very Good,D,SI2,62.2,59.0,447.0,4.25,4.3,2.66 +23841,1.51,Very Good,G,VS2,62.8,57.0,11923.0,7.25,7.3,4.57 +50810,0.7,Very Good,E,SI2,63.2,61.0,2307.0,5.62,5.59,3.54 +47318,0.23,Very Good,E,VVS2,60.9,59.0,530.0,3.96,3.99,2.42 +49002,0.67,Premium,G,VS2,61.0,57.0,2050.0,5.68,5.63,3.45 +9182,1.08,Very Good,G,SI2,62.9,59.0,4544.0,6.53,6.57,4.12 +14887,1.28,Ideal,G,SI2,61.4,57.0,5995.0,6.99,6.96,4.28 +46842,0.67,Good,G,SI1,62.9,59.0,1811.0,5.58,5.62,3.52 +44226,0.54,Ideal,E,SI1,61.7,56.0,1571.0,5.27,5.24,3.24 +44717,0.61,Premium,I,VS1,60.0,61.0,1614.0,5.53,5.5,3.31 +27275,1.52,Premium,D,VS1,61.0,59.0,17723.0,7.48,7.53,4.5 +52999,0.78,Ideal,E,SI2,61.2,54.0,2596.0,5.96,6.0,3.66 +17013,1.15,Very Good,H,VVS2,58.8,58.0,6793.0,6.87,6.9,4.05 +45545,0.51,Premium,D,SI1,60.1,60.0,1687.0,5.17,5.15,3.1 +40474,0.64,Good,F,I1,57.3,64.0,1140.0,5.75,5.69,3.28 +39437,0.41,Ideal,D,VS2,61.7,56.0,1076.0,4.81,4.78,2.96 +4298,0.95,Very Good,E,SI2,58.7,63.0,3590.0,6.37,6.43,3.76 +15605,1.38,Ideal,J,SI1,61.8,56.0,6260.0,7.17,7.14,4.42 +16342,2.21,Premium,H,I1,62.2,58.0,6535.0,8.31,8.27,5.16 +16643,1.1,Premium,G,VS2,61.2,62.0,6653.0,6.64,6.6,4.05 +2957,0.82,Premium,E,SI1,62.5,56.0,3295.0,6.01,5.96,3.74 +52362,0.71,Very Good,I,SI1,60.0,56.0,2502.0,5.86,5.83,3.51 +38245,0.32,Ideal,E,IF,62.9,54.0,1018.0,4.37,4.41,2.76 +44220,0.57,Ideal,F,SI1,61.6,57.0,1571.0,5.37,5.34,3.3 +18042,0.3,Good,E,VS2,63.4,56.0,614.0,4.26,4.29,2.71 +43239,0.56,Ideal,D,SI2,61.0,57.0,1399.0,5.3,5.34,3.24 +12262,1.16,Ideal,I,VS2,61.5,57.0,5207.0,6.75,6.78,4.16 +12144,1.01,Very Good,F,SI1,61.0,57.0,5174.0,6.44,6.54,3.96 +32327,0.3,Premium,E,VVS2,61.5,60.0,789.0,4.28,4.31,2.64 +36822,0.7,Fair,G,I1,66.7,55.0,956.0,5.64,5.49,3.71 +27421,2.32,Fair,H,SI1,62.0,62.0,18026.0,8.47,8.31,5.2 +31345,0.27,Ideal,F,VVS2,62.0,55.0,760.0,4.14,4.16,2.57 +20958,1.25,Premium,G,VS1,61.8,58.0,9173.0,6.94,6.91,4.28 +39686,0.4,Premium,F,VVS2,60.7,58.0,1088.0,4.7,4.75,2.87 +3185,1.02,Good,I,SI2,57.1,62.0,3342.0,6.66,6.58,3.78 +50426,1.07,Premium,I,I1,59.8,59.0,2260.0,6.68,6.62,3.98 +42585,0.45,Ideal,D,VS1,62.3,56.0,1330.0,4.88,4.91,3.05 +21642,1.11,Ideal,G,VVS2,61.8,56.0,9734.0,6.66,6.69,4.12 +46557,0.51,Ideal,E,VS2,61.8,57.0,1781.0,5.15,5.14,3.18 +19328,1.19,Ideal,G,VS1,61.9,55.0,8034.0,6.81,6.87,4.22 +38682,0.3,Ideal,F,VVS1,61.4,56.0,1041.0,4.33,4.37,2.67 +32361,0.3,Premium,G,VVS1,61.7,58.0,789.0,4.26,4.3,2.64 +53116,0.7,Very Good,E,SI1,63.2,57.0,2617.0,5.6,5.67,3.56 +41777,0.42,Very Good,E,VS1,62.8,57.8,1247.0,4.8,4.83,3.03 +46798,0.7,Very Good,D,SI2,63.1,58.0,1806.0,5.63,5.57,3.53 +18999,1.07,Ideal,H,VVS2,61.3,57.0,7821.0,6.6,6.62,4.05 +12651,1.22,Ideal,G,SI2,62.3,57.0,5296.0,6.85,6.8,4.25 +11582,1.25,Premium,I,SI2,61.0,60.0,5040.0,6.98,6.93,4.24 +17199,1.0,Ideal,E,VS2,62.9,55.0,6871.0,6.4,6.36,4.01 +9245,1.01,Premium,H,VS2,61.9,62.0,4559.0,6.45,6.37,3.97 +22738,1.54,Premium,H,VS2,61.9,61.0,10758.0,7.41,7.33,4.56 +40501,0.37,Premium,D,VVS1,61.4,58.0,1142.0,4.65,4.63,2.85 +30603,0.3,Premium,D,SI2,62.3,58.0,447.0,4.29,4.32,2.68 +17604,1.72,Premium,F,I1,60.5,59.0,7089.0,7.8,7.71,4.69 +50635,0.23,Very Good,F,VS2,63.4,56.0,402.0,3.84,3.89,2.45 +22413,1.19,Ideal,F,VVS2,61.7,56.0,10436.0,6.82,6.85,4.22 +20590,1.71,Very Good,I,SI2,62.7,58.0,8896.0,7.59,7.54,4.74 +18716,0.27,Very Good,E,VVS1,62.6,58.0,620.0,4.11,4.16,2.59 +6123,1.02,Very Good,F,SI2,61.1,62.0,3984.0,6.49,6.54,3.98 +15557,0.9,Ideal,G,VVS1,62.9,56.0,6237.0,6.11,6.19,3.87 +6431,1.02,Premium,D,SI2,62.3,58.0,4044.0,6.42,6.37,3.99 +7723,0.26,Premium,E,VS2,62.1,56.0,580.0,4.13,4.11,2.56 +37678,0.7,Fair,F,I1,66.5,62.0,992.0,5.54,5.49,3.67 +52267,0.71,Ideal,F,SI1,61.3,56.0,2491.0,5.73,5.79,3.53 +20801,1.2,Ideal,F,VS1,62.9,53.0,9032.0,6.86,6.81,4.3 +27019,2.22,Good,I,SI1,57.8,58.0,17151.0,8.58,8.54,4.95 +18367,0.37,Ideal,F,SI1,62.4,54.0,616.0,4.6,4.63,2.88 +38560,0.45,Premium,I,VS1,62.3,58.0,1035.0,4.86,4.84,3.02 +28498,0.3,Ideal,F,VS1,62.4,56.0,673.0,4.3,4.32,2.68 +15380,0.38,Very Good,I,VS1,60.1,60.0,606.0,4.66,4.72,2.82 +26050,1.59,Premium,E,VS2,62.3,59.0,15249.0,7.43,7.38,4.61 +3912,0.8,Ideal,G,VS2,62.1,57.0,3494.0,5.95,6.0,3.71 +26456,2.53,Ideal,J,SI2,61.5,53.0,15993.0,8.78,8.74,5.39 +3276,0.51,Premium,F,SI1,62.7,62.0,3360.0,5.09,4.96,3.15 +16155,1.04,Premium,F,VS2,60.1,59.0,6458.0,6.61,6.56,3.96 +26114,1.36,Ideal,F,VVS1,61.3,57.0,15386.0,7.23,7.13,4.4 +30115,0.32,Ideal,G,VS2,61.8,55.0,720.0,4.43,4.41,2.73 +32008,0.37,Ideal,E,SI1,61.4,56.0,777.0,4.65,4.6,2.84 +18306,1.05,Ideal,G,VS1,62.8,58.0,7440.0,6.44,6.48,4.06 +48027,0.71,Good,I,SI2,61.3,63.0,1922.0,5.66,5.7,3.48 +20902,1.55,Ideal,I,SI1,62.3,54.8,9117.0,7.37,7.39,4.61 +22233,1.55,Ideal,I,VS1,61.2,55.0,10286.0,7.49,7.47,4.58 +45381,0.5,Ideal,H,SI1,61.3,54.0,1666.0,5.12,5.16,3.15 +35900,0.32,Ideal,G,IF,61.3,54.0,918.0,4.41,4.47,2.72 +37701,0.5,Fair,F,SI1,66.5,59.0,994.0,5.01,4.91,3.3 +17235,0.9,Very Good,E,VVS2,63.7,57.0,6892.0,6.1,6.12,3.89 +43657,0.53,Premium,G,VS2,59.9,60.0,1435.0,5.28,5.24,3.15 +35613,0.3,Good,I,VS1,63.3,59.0,473.0,4.2,4.23,2.67 +21095,1.27,Ideal,G,VS1,59.6,57.0,9262.0,7.06,7.09,4.22 +8639,0.9,Ideal,G,SI1,62.3,58.0,4452.0,6.17,6.22,3.86 +47216,0.5,Premium,H,VVS1,62.5,58.0,1838.0,5.1,5.05,3.17 +25930,1.66,Good,G,VS2,63.2,56.0,15091.0,7.49,7.61,4.77 +29263,0.31,Premium,G,VS2,60.9,58.0,698.0,4.38,4.35,2.66 +27857,0.3,Ideal,F,VS1,62.2,54.4,652.0,4.3,4.33,2.68 +40876,0.5,Very Good,I,VS2,61.7,58.0,1176.0,5.08,5.13,3.15 +13551,1.01,Ideal,H,VS1,59.8,59.0,5550.0,6.52,6.56,3.91 +12589,1.37,Premium,J,SI2,61.9,59.0,5284.0,7.1,7.05,4.38 +31894,0.3,Premium,G,VS1,61.9,59.0,776.0,4.32,4.3,2.67 +24706,0.32,Ideal,F,VS1,61.5,56.0,639.0,4.4,4.44,2.72 +4930,1.11,Very Good,J,VS2,63.2,59.0,3730.0,6.55,6.46,4.11 +34231,0.4,Premium,E,SI2,61.4,59.0,855.0,4.75,4.7,2.9 +14754,1.0,Ideal,E,SI1,61.7,55.0,5938.0,6.44,6.49,3.99 +15688,1.3,Very Good,I,VS2,62.7,57.0,6290.0,6.88,6.9,4.32 +5628,0.71,Premium,D,VVS2,60.4,59.0,3877.0,5.73,5.69,3.45 +51760,0.7,Ideal,E,SI1,62.4,55.0,2407.0,5.69,5.64,3.54 +26743,2.47,Premium,J,SI2,59.4,59.0,16532.0,8.85,8.79,5.24 +5386,0.34,Ideal,F,SI2,60.1,56.0,574.0,4.55,4.54,2.73 +25429,1.55,Ideal,G,VS1,62.0,57.0,14174.0,7.37,7.42,4.58 +51552,0.52,Ideal,G,IF,61.7,56.0,2387.0,5.19,5.15,3.19 +53669,0.71,Very Good,F,VS2,61.3,56.0,2709.0,5.7,5.76,3.51 +4563,0.91,Premium,E,SI2,61.0,58.0,3644.0,6.31,6.27,3.84 +30607,0.34,Good,F,SI2,63.5,56.0,447.0,4.44,4.48,2.83 +39685,0.4,Ideal,F,VVS2,61.7,56.0,1088.0,4.72,4.74,2.92 +17836,1.02,Ideal,G,VS1,61.3,56.0,7192.0,6.49,6.53,3.99 +15475,1.05,Ideal,D,SI1,60.7,60.0,6196.0,6.52,6.56,3.97 +10503,1.02,Ideal,H,VVS2,60.9,57.0,4798.0,6.49,6.44,3.94 +33263,0.3,Ideal,E,VVS1,59.5,60.0,826.0,4.36,4.38,2.6 +29358,0.31,Premium,G,VS2,61.5,60.0,698.0,4.34,4.31,2.66 +48560,0.71,Ideal,E,SI2,62.6,55.0,1991.0,5.72,5.68,3.57 +13691,1.01,Premium,E,SI1,62.8,57.0,5599.0,6.41,6.37,4.01 +49749,0.63,Ideal,E,VS2,62.1,56.0,2156.0,5.54,5.51,3.43 +37593,0.24,Very Good,E,VVS2,63.9,53.0,485.0,3.93,3.96,2.52 +30457,0.3,Premium,F,VS1,61.0,58.0,731.0,4.36,4.33,2.65 +23228,1.1,Ideal,F,IF,62.0,57.0,11233.0,6.65,6.57,4.1 +36298,0.34,Premium,H,SI1,60.2,58.0,477.0,4.48,4.52,2.71 +25085,1.88,Very Good,I,VS2,62.2,57.0,13607.0,7.79,7.86,4.87 +40975,0.5,Ideal,G,SI2,60.7,56.0,1180.0,5.13,5.18,3.13 +47822,0.72,Ideal,J,VS2,60.8,59.0,1904.0,5.76,5.81,3.52 +32899,0.3,Very Good,I,IF,63.3,57.0,810.0,4.3,4.23,2.7 +22221,1.55,Premium,H,SI1,61.8,59.0,10277.0,7.45,7.38,4.58 +46597,0.54,Ideal,F,VS2,62.2,57.0,1786.0,5.24,5.21,3.25 +36368,0.39,Ideal,F,VS1,61.7,56.1,939.0,4.65,4.7,2.89 +26930,1.73,Premium,G,VS2,62.9,58.0,16960.0,7.65,7.58,4.79 +7363,1.0,Good,D,SI2,57.8,58.0,4218.0,6.55,6.61,3.8 +30912,0.34,Ideal,E,VS2,62.2,55.0,745.0,4.48,4.49,2.79 +36264,0.37,Ideal,H,IF,61.4,55.0,936.0,4.63,4.66,2.85 +29120,0.34,Good,H,VS1,64.0,58.0,689.0,4.49,4.45,2.86 +29899,0.3,Ideal,D,VS2,62.5,57.0,710.0,4.25,4.29,2.67 +46564,0.53,Ideal,D,VS2,61.0,56.0,1783.0,5.29,5.26,3.22 +42778,0.5,Very Good,H,VS2,62.6,56.0,1349.0,4.99,5.11,3.16 +6609,0.9,Very Good,H,VS2,63.3,59.0,4082.0,6.05,6.01,3.82 +46238,0.56,Ideal,D,VS2,62.7,57.0,1753.0,5.25,5.28,3.3 +195,0.7,Premium,E,SI1,61.2,57.0,2777.0,5.73,5.68,3.49 +9681,1.0,Ideal,H,SI2,62.0,56.0,4649.0,6.38,6.43,3.97 +2916,1.04,Good,J,VS2,58.2,64.0,3285.0,6.64,6.53,3.85 +7144,1.11,Very Good,E,SI2,61.7,63.0,4177.0,6.65,6.54,4.07 +674,0.76,Premium,D,SI1,61.1,59.0,2847.0,5.93,5.88,3.61 +33386,0.32,Ideal,E,VVS1,62.2,55.0,827.0,4.37,4.41,2.73 +44849,0.7,Fair,I,SI2,65.9,58.0,1625.0,5.46,5.5,3.61 +46840,0.57,Ideal,D,SI1,61.4,55.0,1810.0,5.35,5.34,3.28 +8442,1.05,Ideal,H,SI2,61.2,57.0,4410.0,6.62,6.55,4.03 +35841,0.4,Ideal,F,SI1,59.8,57.0,916.0,4.82,4.85,2.89 +8957,1.14,Good,G,SI2,63.7,58.0,4501.0,6.62,6.54,4.19 +24202,1.5,Ideal,F,SI1,61.8,56.0,12389.0,7.27,7.34,4.52 +20536,1.11,Ideal,G,VVS2,61.8,57.0,8858.0,6.67,6.64,4.11 +27595,2.0,Ideal,H,SI1,63.9,54.0,18440.0,7.92,8.0,5.1 +27879,0.42,Ideal,I,SI1,62.3,54.0,654.0,4.82,4.84,3.01 +12829,1.0,Premium,F,VS2,61.3,59.0,5347.0,6.39,6.35,3.9 +28690,0.26,Very Good,F,VVS1,60.8,58.0,679.0,4.11,4.18,2.52 +38069,0.3,Premium,F,IF,61.6,58.0,1013.0,4.35,4.32,2.67 +51044,0.7,Good,H,VS2,63.9,59.0,2330.0,5.6,5.64,3.59 +20533,1.51,Very Good,I,SI1,59.3,59.0,8856.0,7.49,7.59,4.47 +43036,0.4,Ideal,G,VVS1,61.7,55.0,1374.0,4.73,4.76,2.93 +37748,0.43,Very Good,G,VS1,59.3,58.0,998.0,4.97,5.02,2.96 +5373,0.3,Premium,D,SI2,61.8,58.0,574.0,4.32,4.29,2.66 +45966,0.34,Ideal,H,SI1,61.3,57.0,526.0,4.54,4.55,2.78 +33733,0.39,Ideal,E,VS2,60.9,55.0,839.0,4.73,4.76,2.89 +34002,0.42,Very Good,G,VS2,60.1,61.0,847.0,4.79,4.86,2.9 +12473,1.08,Premium,H,VS2,62.4,58.0,5250.0,6.56,6.49,4.07 +48589,0.54,Premium,D,VS2,61.7,58.0,1993.0,5.24,5.16,3.21 +7585,0.93,Very Good,F,SI1,59.8,58.0,4256.0,6.32,6.39,3.8 +18713,0.27,Very Good,F,VVS1,62.0,58.0,620.0,4.18,4.21,2.6 +5999,0.9,Ideal,E,SI2,61.9,54.0,3958.0,6.23,6.18,3.84 +26902,2.03,Ideal,H,SI1,64.4,54.0,16900.0,7.97,7.92,5.12 +7092,1.01,Very Good,I,SI1,62.9,58.0,4166.0,6.34,6.37,4.0 +52423,1.3,Fair,H,I1,64.4,57.0,2512.0,6.93,6.86,4.44 +20334,1.5,Ideal,G,SI2,62.0,57.0,8736.0,7.31,7.26,4.52 +48474,0.56,Ideal,E,VS1,61.0,57.0,1978.0,5.32,5.34,3.25 +29486,0.32,Ideal,E,VS2,61.7,56.0,702.0,4.41,4.44,2.73 +11551,1.07,Ideal,H,SI1,60.9,57.0,5031.0,6.61,6.68,4.05 +19064,1.01,Very Good,G,VVS2,60.8,59.0,7847.0,6.42,6.5,3.93 +46443,0.6,Ideal,H,VS1,62.0,53.0,1772.0,5.44,5.46,3.38 +53268,0.7,Premium,F,VS2,62.2,59.0,2648.0,5.68,5.64,3.52 +20478,1.48,Ideal,E,SI2,62.1,57.0,8818.0,7.35,7.28,4.54 +14531,1.0,Very Good,E,SI1,60.1,60.0,5865.0,6.45,6.49,3.89 +12318,0.9,Ideal,H,VS1,62.2,56.0,5222.0,6.16,6.18,3.84 +36783,0.35,Premium,H,VVS1,60.1,62.0,956.0,4.57,4.52,2.73 +30472,0.41,Good,G,SI2,63.7,55.0,732.0,4.75,4.7,3.01 +49649,0.3,Premium,H,SI1,62.9,58.0,540.0,4.24,4.22,2.66 +25976,2.19,Premium,I,SI2,62.5,58.0,15169.0,8.31,8.26,5.18 +45692,0.53,Ideal,F,VS1,60.7,55.0,1697.0,5.32,5.25,3.21 +20482,1.5,Good,F,SI2,62.6,64.0,8820.0,7.25,7.19,4.52 +50835,0.7,Very Good,G,SI1,61.7,56.0,2310.0,5.66,5.75,3.52 +48286,0.53,Ideal,E,VS2,60.8,56.0,1956.0,5.28,5.25,3.21 +5639,0.9,Premium,G,SI1,61.0,60.0,3879.0,6.17,6.12,3.75 +23920,1.52,Premium,H,VS1,60.6,58.0,12047.0,7.46,7.39,4.5 +49736,0.72,Ideal,J,SI1,62.3,55.0,2154.0,5.73,5.76,3.58 +41399,0.42,Ideal,F,VVS1,61.5,56.0,1223.0,4.85,4.87,2.99 +31738,0.41,Good,E,VS2,58.1,59.0,772.0,4.89,4.95,2.86 +24485,1.51,Premium,G,VS2,62.7,58.0,12756.0,7.2,7.31,4.55 +25689,0.34,Ideal,I,VS1,62.0,54.0,643.0,4.51,4.49,2.79 +12695,0.4,Ideal,J,VS2,62.2,54.0,599.0,4.75,4.8,2.97 +43617,0.34,Very Good,G,SI1,61.5,56.0,507.0,4.45,4.52,2.76 +29167,0.38,Good,E,VS2,63.2,57.0,693.0,4.59,4.62,2.91 +31721,0.3,Fair,D,VVS2,65.2,59.0,772.0,4.2,4.18,2.73 +19882,1.5,Very Good,F,SI2,62.3,60.0,8431.0,7.29,7.34,4.56 +33479,0.32,Ideal,F,VS2,61.6,57.0,828.0,4.43,4.4,2.72 +31486,0.34,Premium,G,VS2,61.3,58.0,765.0,4.53,4.51,2.77 +10032,0.33,Good,H,SI2,63.5,57.0,416.0,4.36,4.39,2.78 +31009,0.35,Premium,F,SI1,60.2,58.0,748.0,4.6,4.54,2.75 +13323,1.0,Good,G,VS2,63.3,60.0,5500.0,6.29,6.37,4.01 +12771,1.08,Ideal,F,SI1,62.7,57.0,5327.0,6.52,6.49,4.08 +52204,0.7,Ideal,G,SI2,61.8,53.0,2480.0,5.73,5.69,3.53 +29705,0.32,Ideal,E,VS1,61.9,56.0,707.0,4.42,4.47,2.75 +42292,0.32,Ideal,I,VS1,62.4,54.0,505.0,4.36,4.39,2.73 +18793,1.23,Ideal,H,VS2,61.7,56.0,7687.0,6.92,6.88,4.26 +8542,1.13,Premium,I,VS2,60.2,61.0,4430.0,6.74,6.71,4.05 +26067,2.11,Fair,I,SI1,67.2,60.0,15282.0,7.86,7.8,5.26 +3637,0.79,Very Good,D,SI1,59.7,57.0,3432.0,5.96,5.99,3.57 +20540,1.01,Ideal,F,VS1,61.8,57.0,8860.0,6.41,6.46,3.98 +44135,0.5,Very Good,E,VS2,60.2,60.0,1561.0,5.13,5.17,3.1 +39917,0.45,Ideal,G,VVS2,61.8,57.0,1105.0,4.9,4.94,3.04 +8717,0.37,Ideal,G,SI1,61.9,55.0,586.0,4.62,4.66,2.87 +39195,0.38,Ideal,H,IF,58.9,58.0,1064.0,4.69,4.81,2.8 +31983,0.3,Ideal,F,VS2,62.5,55.0,776.0,4.31,4.27,2.68 +30460,0.4,Premium,H,VS1,62.7,59.0,731.0,4.63,4.71,2.93 +53256,0.71,Very Good,G,VS2,61.8,56.0,2647.0,5.69,5.74,3.53 +7327,0.9,Premium,E,SI1,60.3,56.0,4209.0,6.29,6.21,3.77 +48977,0.36,Premium,D,SI2,61.5,60.0,537.0,4.54,4.6,2.81 +16230,0.94,Ideal,G,VVS1,62.4,58.0,6488.0,6.22,6.27,3.9 +53200,0.79,Very Good,F,SI1,62.8,55.0,2633.0,5.88,5.94,3.71 +49218,1.06,Very Good,G,I1,60.7,63.0,2080.0,6.59,6.56,3.99 +14153,1.24,Premium,F,SI2,62.2,58.0,5741.0,6.86,6.8,4.25 +30072,0.32,Ideal,F,SI2,61.7,56.0,720.0,4.44,4.41,2.73 +48006,0.52,Ideal,D,VS2,62.6,55.0,1919.0,5.14,5.12,3.21 +30788,0.3,Very Good,D,VS1,62.1,58.0,742.0,4.25,4.29,2.65 +22934,1.5,Very Good,F,SI1,61.2,57.0,10973.0,7.34,7.37,4.5 +4749,0.93,Very Good,I,SI1,58.9,60.0,3685.0,6.43,6.48,3.8 +42703,0.52,Premium,G,SI1,62.8,61.0,1338.0,5.14,5.11,3.22 +24426,2.03,Ideal,F,SI2,62.4,57.0,12677.0,8.09,8.02,5.03 +51924,0.5,Good,E,VVS2,61.6,62.0,2437.0,5.04,5.09,3.12 +30057,0.41,Premium,G,SI1,61.3,60.0,719.0,4.75,4.81,2.93 +40779,0.35,Premium,D,VVS1,60.8,58.0,1167.0,4.53,4.55,2.76 +7538,1.04,Very Good,F,SI2,62.8,55.0,4244.0,6.41,6.48,4.05 +643,0.7,Very Good,E,VS2,62.7,58.0,2843.0,5.65,5.67,3.55 +23839,1.56,Ideal,H,VS2,61.6,57.0,11922.0,7.51,7.45,4.61 +16480,1.2,Premium,G,SI1,62.3,59.0,6586.0,6.84,6.75,4.23 +20624,1.04,Ideal,G,IF,62.1,54.0,8921.0,6.53,6.55,4.06 +13178,1.37,Good,I,VS2,64.1,58.0,5449.0,6.92,6.9,4.43 +26507,1.51,Very Good,E,VS1,59.5,59.0,16129.0,7.48,7.54,4.47 +11943,1.01,Fair,F,SI1,65.0,61.0,5131.0,6.29,6.23,4.07 +14611,1.04,Premium,E,SI1,61.2,59.0,5894.0,6.54,6.47,3.98 +23506,1.51,Good,H,VS1,59.1,58.0,11512.0,7.48,7.52,4.43 +38522,0.34,Premium,E,VS1,59.9,58.0,1033.0,4.58,4.54,2.73 +36361,0.41,Ideal,G,VVS2,62.2,54.0,939.0,4.75,4.8,2.97 +20937,1.11,Ideal,F,VS2,62.2,54.0,9144.0,6.62,6.69,4.14 +33986,0.42,Ideal,G,VS2,62.2,56.0,847.0,4.8,4.82,2.99 +16502,1.51,Fair,D,SI2,66.2,54.0,6596.0,7.19,7.08,4.72 +50782,0.52,Premium,E,VVS1,59.8,58.0,2302.0,5.27,5.24,3.14 +18952,1.21,Premium,G,VS2,61.5,58.0,7792.0,6.84,6.81,4.2 +47856,0.78,Ideal,H,SI2,62.6,56.0,1909.0,5.88,5.81,3.66 +12527,1.07,Ideal,F,SI1,61.9,56.0,5264.0,6.55,6.61,4.07 +4790,1.0,Premium,G,SI2,59.1,59.0,3696.0,6.54,6.5,3.85 +11091,1.01,Good,E,SI1,56.9,61.0,4928.0,6.65,6.6,3.77 +46756,0.53,Ideal,F,VS1,61.4,57.0,1800.0,5.18,5.2,3.19 +1469,0.71,Ideal,G,VVS1,61.7,57.0,2982.0,5.7,5.75,3.53 +38834,0.43,Ideal,E,VS2,62.8,56.0,1048.0,4.86,4.79,3.03 +27385,0.41,Very Good,J,VS1,61.3,59.0,647.0,4.74,4.78,2.92 +7240,1.01,Good,G,SI1,63.6,58.0,4195.0,6.29,6.35,4.02 +22614,1.52,Good,F,SI1,63.6,54.0,10664.0,7.33,7.22,4.63 +12969,1.12,Ideal,I,VS2,61.2,54.0,5392.0,6.74,6.77,4.13 +11457,1.02,Premium,H,VS2,60.4,59.0,5008.0,6.52,6.55,3.95 +23155,1.6,Very Good,I,VVS1,59.8,56.0,11170.0,7.6,7.68,4.57 +49565,0.66,Ideal,H,VS1,61.0,57.0,2131.0,5.61,5.66,3.43 +8074,0.91,Ideal,H,SI1,62.0,56.0,4337.0,6.19,6.22,3.85 +23320,1.72,Premium,I,VS2,58.3,61.0,11360.0,7.91,7.87,4.6 +43565,0.59,Ideal,G,SI1,62.3,55.0,1431.0,5.37,5.39,3.35 +45674,0.52,Very Good,E,VS2,63.4,57.0,1694.0,5.16,5.12,3.26 +12344,1.01,Very Good,F,VS2,63.1,57.0,5226.0,6.39,6.29,4.0 +15785,1.05,Ideal,E,SI1,60.7,55.0,6316.0,6.62,6.67,4.03 +6437,0.91,Very Good,G,SI1,62.8,58.0,4045.0,6.15,6.18,3.87 +13740,0.41,Ideal,J,VS1,62.2,55.0,604.0,4.76,4.79,2.97 +41183,0.4,Premium,D,VS1,62.5,60.0,1200.0,4.72,4.66,2.93 +30168,0.32,Very Good,F,VVS2,63.0,56.0,721.0,4.37,4.39,2.76 +9399,1.03,Premium,F,SI2,60.7,60.0,4586.0,6.52,6.47,3.94 +16452,1.2,Ideal,H,SI1,62.2,58.0,6569.0,6.81,6.77,4.22 +39882,0.42,Ideal,G,VVS2,62.7,56.0,1103.0,4.77,4.74,2.98 +20543,1.21,Ideal,E,SI1,61.8,56.0,8863.0,6.82,6.86,4.23 +30729,0.34,Very Good,F,VS1,61.1,57.0,739.0,4.51,4.54,2.76 +42468,0.52,Ideal,I,VVS2,62.2,57.0,1316.0,5.18,5.11,3.2 +46787,0.5,Very Good,E,VS1,59.0,60.0,1806.0,5.19,5.22,3.07 +11528,1.07,Ideal,F,SI2,60.7,56.9,5027.0,6.62,6.65,4.02 +37755,0.38,Ideal,F,VS1,62.8,56.0,998.0,4.64,4.59,2.9 +12721,1.24,Premium,D,SI2,61.0,59.0,5311.0,6.93,6.97,4.24 +32724,0.31,Premium,F,VS2,61.8,59.0,802.0,4.33,4.31,2.67 +14471,1.0,Fair,F,VS2,64.9,56.0,5840.0,6.26,6.31,4.08 +39128,0.41,Premium,G,VS2,61.8,58.0,1061.0,4.77,4.75,2.94 +28895,0.3,Very Good,G,VVS2,62.7,56.0,684.0,4.24,4.31,2.68 +51350,0.7,Ideal,I,VS1,62.7,53.4,2363.0,5.66,5.74,3.57 +6348,1.0,Good,I,VVS2,57.4,59.0,4032.0,6.61,6.53,3.77 +36560,0.4,Premium,E,SI1,61.3,59.0,945.0,4.74,4.69,2.89 +20186,1.52,Ideal,D,SI2,62.7,56.0,8631.0,7.35,7.28,4.59 +10015,1.14,Ideal,J,SI1,61.7,54.0,4708.0,6.71,6.74,4.15 +28430,0.3,Ideal,D,VS2,61.5,58.0,670.0,4.27,4.31,2.64 +27417,2.51,Premium,J,VS2,62.2,58.0,18020.0,8.73,8.67,5.41 +48169,0.57,Ideal,G,VS1,62.5,54.2,1943.0,5.29,5.31,3.31 +44344,0.56,Very Good,G,VS2,62.5,57.0,1580.0,5.25,5.28,3.29 +48092,0.98,Fair,G,I1,58.7,57.0,1932.0,6.54,6.43,3.8 +46472,0.53,Good,E,VS1,63.2,56.0,1776.0,5.14,5.18,3.26 +40281,0.32,Ideal,J,VVS1,60.8,56.0,494.0,4.47,4.48,2.72 +51389,0.71,Ideal,G,SI1,60.6,56.0,2368.0,5.76,5.82,3.51 +32408,0.41,Ideal,D,SI1,62.6,57.0,791.0,4.74,4.78,2.98 +24083,2.11,Ideal,H,SI2,60.0,56.0,12226.0,8.43,8.35,5.03 +28198,0.4,Premium,D,SI2,61.1,58.0,666.0,4.73,4.76,2.9 +25140,2.22,Premium,J,SI2,61.8,58.0,13703.0,8.42,8.31,5.17 +50287,0.31,Ideal,D,SI1,61.7,56.0,541.0,4.35,4.37,2.69 +458,0.71,Premium,E,SI1,61.8,59.0,2817.0,5.75,5.7,3.54 +53697,0.7,Premium,H,VVS2,59.6,59.0,2717.0,5.83,5.78,3.46 +33954,0.23,Very Good,E,VVS2,58.0,60.0,465.0,4.04,4.07,2.35 +53655,0.76,Ideal,D,SI2,62.2,57.0,2706.0,5.85,5.83,3.63 +24089,1.61,Premium,D,SI1,59.0,60.0,12231.0,7.68,7.6,4.51 +39114,0.41,Ideal,G,VS2,62.4,54.0,1061.0,4.81,4.78,2.99 +51034,0.73,Very Good,I,VS2,59.0,61.0,2329.0,5.84,5.88,3.46 +11608,1.12,Ideal,F,SI2,61.9,55.0,5046.0,6.68,6.72,4.15 +47418,0.57,Premium,E,VS2,61.4,58.0,1851.0,5.32,5.37,3.28 +47176,0.51,Ideal,F,VS1,62.5,55.0,1836.0,5.13,5.08,3.19 +47146,0.7,Ideal,J,SI2,60.9,57.0,1832.0,5.72,5.76,3.49 +45356,0.52,Ideal,D,VS2,61.4,56.0,1664.0,5.16,5.19,3.18 +46334,0.5,Premium,D,VS2,62.8,58.0,1758.0,5.03,5.0,3.15 +35219,0.41,Good,H,VVS1,62.6,62.0,892.0,4.7,4.76,2.96 +16018,1.32,Ideal,G,SI2,62.9,57.0,6409.0,6.98,6.94,4.38 +9717,0.3,Ideal,H,VVS2,62.4,56.0,590.0,4.28,4.31,2.68 +33445,0.32,Ideal,G,VS1,62.1,55.0,828.0,4.41,4.38,2.73 +14305,1.22,Premium,F,SI2,62.5,57.0,5794.0,6.78,6.73,4.22 +53517,0.9,Very Good,J,VS2,63.3,56.0,2686.0,6.13,6.1,3.87 +12841,1.03,Very Good,G,SI1,59.4,60.0,5353.0,6.61,6.66,3.94 +7590,0.91,Good,E,SI1,63.7,64.0,4256.0,6.09,6.03,3.86 +15381,0.3,Ideal,D,VS2,61.8,55.0,606.0,4.32,4.35,2.68 +28617,0.3,Good,E,SI1,63.7,58.0,675.0,4.27,4.24,2.71 +12211,1.22,Premium,H,SI2,61.6,59.0,5192.0,6.82,6.75,4.18 +48385,0.72,Very Good,J,SI1,63.0,57.0,1966.0,5.69,5.74,3.6 +682,0.75,Ideal,J,SI1,61.5,56.0,2850.0,5.83,5.87,3.6 +8343,1.02,Fair,H,SI2,59.6,57.0,4398.0,6.65,6.5,3.92 +4745,0.91,Premium,F,SI2,61.4,60.0,3682.0,6.21,6.23,3.82 +33466,0.32,Premium,F,VS2,60.7,58.0,828.0,4.45,4.41,2.69 +49231,0.51,Ideal,F,VVS2,62.2,57.0,2083.0,5.12,5.17,3.2 +26329,2.01,Premium,J,VVS1,62.2,58.0,15836.0,8.1,7.89,5.0 +21424,1.54,Ideal,G,SI2,61.7,56.0,9530.0,7.44,7.41,4.58 +27925,0.31,Ideal,G,VS1,61.5,54.0,658.0,4.39,4.43,2.71 +41451,0.4,Ideal,G,IF,61.2,56.0,1229.0,4.76,4.81,2.93 +30558,0.31,Ideal,D,VS2,60.4,56.0,734.0,4.39,4.42,2.66 +44429,0.72,Premium,G,SI2,60.6,61.0,1588.0,5.83,5.75,3.51 +10899,1.02,Premium,H,SI1,60.5,60.0,4884.0,6.58,6.51,3.96 +47940,0.6,Premium,E,VS2,59.9,61.0,1915.0,5.53,5.48,3.3 +8451,1.06,Very Good,J,VS2,62.6,59.0,4413.0,6.49,6.57,4.09 +35415,0.32,Ideal,E,VS2,62.0,57.0,900.0,4.41,4.39,2.73 +21074,1.16,Ideal,G,VS1,61.5,55.0,9248.0,6.75,6.81,4.17 +29173,0.4,Very Good,E,SI1,62.2,56.0,694.0,4.71,4.74,2.94 +8685,0.7,Ideal,F,VVS1,62.2,57.0,4458.0,5.7,5.74,3.56 +34037,0.43,Ideal,H,VS1,61.2,56.0,850.0,4.87,4.9,2.99 +19741,1.51,Premium,D,SI2,61.4,56.0,8311.0,7.37,7.32,4.51 +19350,1.51,Very Good,J,SI1,63.1,55.0,8049.0,7.25,7.32,4.6 +24736,1.72,Premium,H,SI1,62.9,58.0,13078.0,7.63,7.59,4.79 +23009,1.55,Ideal,I,VS1,61.9,55.0,11067.0,7.46,7.43,4.61 +3113,0.92,Very Good,I,SI1,63.3,58.0,3323.0,6.18,6.14,3.9 +13992,2.01,Fair,I,I1,67.4,58.0,5696.0,7.71,7.64,5.17 +13829,1.1,Ideal,H,SI1,62.2,55.0,5636.0,6.66,6.62,4.13 +36661,0.38,Ideal,H,VVS1,61.1,56.0,949.0,4.68,4.71,2.87 +45538,0.51,Ideal,F,VS2,61.4,56.0,1687.0,5.16,5.13,3.16 +33008,0.4,Fair,E,VS2,64.7,58.0,813.0,4.63,4.67,3.01 +36139,0.33,Ideal,E,VS2,61.2,56.0,928.0,4.47,4.45,2.73 +33501,0.32,Ideal,F,VS2,62.8,53.0,828.0,4.38,4.34,2.74 +20627,1.31,Ideal,G,VS2,61.9,56.0,8922.0,7.05,7.08,4.37 +17074,0.96,Ideal,G,VS1,61.1,56.0,6807.0,6.34,6.39,3.89 +27053,0.31,Ideal,H,VS2,61.4,56.0,646.0,4.38,4.42,2.7 +12426,1.02,Premium,H,VS2,61.8,58.0,5241.0,6.49,6.43,3.99 +24017,1.62,Ideal,I,VVS1,61.5,58.0,12186.0,7.54,7.56,4.64 +43355,0.63,Ideal,G,SI2,62.8,56.3,1407.0,5.34,5.54,3.42 +34143,0.33,Premium,F,VS2,62.2,58.0,854.0,4.44,4.43,2.76 +10379,0.9,Good,F,VS2,62.8,58.0,4778.0,6.04,6.09,3.81 +42992,0.36,Very Good,E,IF,60.3,57.0,1368.0,4.6,4.63,2.78 +45019,0.54,Ideal,H,VS1,62.4,56.0,1637.0,5.22,5.2,3.25 +418,0.36,Ideal,I,VS2,61.9,56.0,556.0,4.54,4.57,2.82 +34507,0.4,Very Good,F,VS1,60.4,58.0,868.0,4.75,4.79,2.88 +23954,1.55,Ideal,H,VS1,60.6,57.0,12087.0,7.51,7.47,4.54 +19666,1.2,Ideal,H,VS1,61.6,57.0,8275.0,6.82,6.85,4.21 +44057,0.5,Very Good,F,VS1,59.9,61.0,1550.0,5.13,5.16,3.08 +35187,0.31,Ideal,G,IF,62.1,54.0,891.0,4.36,4.37,2.71 +7024,1.12,Good,G,SI2,56.7,62.0,4158.0,6.91,6.86,3.9 +23599,1.52,Premium,H,VS1,61.4,58.0,11621.0,7.44,7.3,4.55 +18228,1.51,Very Good,I,SI2,62.5,59.0,7400.0,7.27,7.32,4.56 +7646,1.21,Premium,J,VS2,62.4,58.0,4268.0,6.83,6.79,4.25 +51657,0.3,Ideal,G,VS2,62.3,58.0,545.0,4.26,4.28,2.66 +18480,1.05,Ideal,G,VS1,61.0,56.0,7526.0,6.62,6.56,4.02 +48233,0.58,Premium,E,SI1,60.6,56.0,1949.0,5.42,5.38,3.27 +9808,1.16,Ideal,I,SI1,61.7,56.0,4668.0,6.76,6.7,4.15 +52192,0.7,Fair,G,VS2,64.9,57.0,2479.0,5.55,5.54,3.6 +47091,0.4,Ideal,E,VVS1,61.7,55.0,1824.0,4.76,4.74,2.93 +16579,1.06,Ideal,H,VS2,62.3,53.0,6619.0,6.58,6.56,4.09 +4925,0.9,Good,H,SI1,57.1,56.0,3726.0,6.33,6.28,3.6 +4184,0.91,Ideal,G,SI2,62.7,57.0,3557.0,6.15,6.19,3.87 +19594,1.06,Very Good,E,VS1,59.6,60.0,8219.0,6.68,6.75,4.0 +36727,0.32,Very Good,G,IF,62.9,55.0,954.0,4.37,4.41,2.76 +2727,0.34,Ideal,E,SI1,61.9,55.0,565.0,4.51,4.53,2.8 +38305,0.37,Very Good,F,SI2,60.7,57.0,487.0,4.62,4.67,2.82 +33344,0.41,Ideal,H,VS1,62.7,56.0,827.0,4.73,4.77,2.98 +53065,0.72,Fair,H,VVS2,56.5,68.0,2608.0,6.03,5.89,3.37 +28405,0.35,Very Good,D,SI2,63.3,55.0,669.0,4.49,4.45,2.83 +8983,1.19,Ideal,J,SI2,61.7,56.0,4508.0,6.8,6.85,4.21 +15056,0.3,Premium,H,VVS2,60.8,60.0,605.0,4.29,4.33,2.62 +3801,1.0,Ideal,J,SI2,62.1,56.0,3465.0,6.34,6.41,3.96 +11639,1.01,Good,G,SI1,58.4,61.0,5051.0,6.51,6.61,3.83 +52405,0.6,Good,E,VVS2,64.2,55.0,2511.0,5.31,5.34,3.42 +14001,1.19,Premium,H,SI1,62.7,61.0,5698.0,6.73,6.66,4.2 +5135,1.0,Premium,E,SI2,60.7,58.0,3763.0,6.45,6.38,3.9 +38271,0.23,Ideal,G,VS1,61.6,55.0,384.0,3.96,3.99,2.45 +6116,0.73,Ideal,D,VS2,61.5,55.0,3980.0,5.79,5.82,3.57 +50425,0.5,Very Good,G,VVS2,60.0,56.0,2260.0,5.18,5.21,3.12 +10457,1.14,Very Good,I,SI1,63.5,56.0,4788.0,6.62,6.58,4.19 +35079,0.3,Very Good,F,IF,62.1,57.0,886.0,4.26,4.3,2.66 +26010,1.52,Ideal,E,VS2,62.2,57.0,15239.0,7.34,7.38,4.58 +43223,0.4,Ideal,G,IF,61.4,55.0,1397.0,4.79,4.76,2.93 +31155,0.41,Ideal,E,SI1,62.5,55.0,755.0,4.73,4.77,2.97 +24057,0.31,Ideal,I,IF,62.0,54.0,635.0,4.36,4.42,2.72 +39663,0.42,Ideal,G,VS2,60.8,57.0,1087.0,4.85,4.82,2.94 +49323,0.72,Very Good,J,VVS1,61.4,61.0,2093.0,5.7,5.77,3.52 +2620,0.9,Premium,G,SI2,61.3,55.0,3226.0,6.18,6.12,3.77 +36325,0.32,Ideal,G,VVS2,61.2,56.0,936.0,4.42,4.41,2.7 +24503,1.54,Good,E,SI1,63.8,57.0,12779.0,7.31,7.34,4.67 +2932,0.71,Ideal,H,IF,61.1,56.0,3290.0,5.74,5.78,3.52 +48957,0.7,Very Good,H,SI1,63.3,58.0,2048.0,5.61,5.64,3.56 +32320,0.3,Good,G,VVS1,63.5,57.0,789.0,4.24,4.27,2.7 +43279,0.3,Very Good,G,SI2,63.3,57.0,506.0,4.28,4.25,2.7 +3007,0.71,Ideal,E,VS2,62.5,56.0,3304.0,5.69,5.71,3.56 +27866,0.3,Very Good,E,VS1,61.4,59.0,653.0,4.32,4.28,2.64 +15920,1.16,Premium,E,SI1,61.3,60.0,6366.0,6.7,6.64,4.09 +43525,0.41,Ideal,G,IF,62.0,55.0,1425.0,4.8,4.81,2.98 +28757,0.31,Very Good,E,VS2,61.0,59.0,680.0,4.33,4.39,2.66 +43386,0.55,Good,F,SI1,57.0,62.0,1410.0,5.42,5.44,3.1 +1907,1.0,Fair,J,VS1,66.6,57.0,3080.0,6.07,6.03,4.03 +4227,0.9,Very Good,I,VS2,63.2,56.0,3570.0,6.15,6.09,3.87 +8428,0.92,Ideal,G,SI2,61.9,57.0,4406.0,6.23,6.25,3.86 +33571,0.3,Very Good,G,IF,61.4,59.0,831.0,4.27,4.3,2.63 +47582,0.7,Premium,G,SI2,61.0,58.0,1875.0,5.75,5.72,3.5 +25454,2.51,Good,I,SI2,63.7,61.0,14209.0,8.51,8.48,5.41 +27119,2.35,Premium,I,SI2,59.9,58.0,17294.0,8.68,8.61,5.18 +22050,0.31,Good,I,VS1,63.8,56.0,628.0,4.32,4.27,2.74 +17615,1.18,Very Good,D,SI1,61.7,57.0,7093.0,6.8,6.84,4.21 +14501,1.36,Premium,I,SI2,62.7,58.0,5856.0,7.01,7.08,4.42 +49466,0.55,Premium,E,VS2,59.7,57.0,2112.0,5.39,5.36,3.21 +47866,0.52,Premium,G,VVS2,61.2,59.0,1911.0,5.14,5.16,3.15 +10279,1.21,Very Good,J,VS2,59.9,59.0,4754.0,6.86,6.92,4.13 +18662,1.06,Premium,G,VVS2,62.4,55.0,7627.0,6.54,6.5,4.07 +52718,0.71,Premium,E,SI1,63.0,58.0,2554.0,5.72,5.68,3.59 +30664,0.3,Premium,F,VVS2,61.1,59.0,737.0,4.29,4.32,2.63 +50683,0.76,Ideal,H,SI2,63.0,56.0,2288.0,5.81,5.84,3.67 +44478,0.56,Premium,D,SI1,60.2,60.0,1595.0,5.38,5.33,3.22 +34391,0.41,Ideal,F,VS2,61.8,57.0,863.0,4.73,4.78,2.94 +3046,0.27,Very Good,G,VVS1,62.9,55.0,566.0,4.12,4.15,2.6 +21914,1.02,Premium,F,VVS1,60.8,58.0,9980.0,6.56,6.46,3.96 +22909,1.51,Very Good,H,VS2,63.2,57.0,10950.0,7.18,7.32,4.58 +173,1.17,Very Good,J,I1,60.2,61.0,2774.0,6.83,6.9,4.13 +11822,1.07,Ideal,I,SI1,61.7,56.0,5093.0,6.59,6.57,4.06 +24679,1.52,Premium,G,VS1,62.4,58.0,13034.0,7.37,7.3,4.58 +39938,0.24,Very Good,E,VVS1,63.5,57.0,492.0,3.94,3.96,2.51 +15901,1.07,Ideal,G,VS2,62.2,57.0,6355.0,6.53,6.55,4.07 +52746,0.71,Ideal,H,VS2,61.7,55.0,2559.0,5.73,5.77,3.55 +9634,1.01,Ideal,I,SI1,61.9,59.0,4638.0,6.38,6.42,3.96 +29119,0.34,Very Good,H,VS2,63.3,56.0,689.0,4.45,4.39,2.8 +39645,0.41,Ideal,F,VS2,62.4,58.0,1085.0,4.77,4.75,2.97 +50434,0.71,Premium,F,SI1,60.3,60.0,2262.0,5.76,5.79,3.48 +32605,0.31,Premium,F,VS2,59.0,59.0,802.0,4.47,4.44,2.63 +20012,0.32,Good,G,SI2,63.4,55.0,421.0,4.32,4.35,2.75 +50807,0.61,Ideal,F,VS1,60.7,56.0,2306.0,5.52,5.49,3.34 +23688,1.51,Good,G,VS2,64.2,54.0,11746.0,7.27,7.18,4.64 +31868,0.3,Premium,H,VVS2,62.0,58.0,776.0,4.35,4.3,2.68 +46670,0.57,Fair,F,VS1,64.5,61.0,1788.0,5.23,5.19,3.36 +35270,0.3,Ideal,E,VVS1,60.1,57.0,895.0,4.38,4.41,2.64 +17931,1.01,Ideal,F,VS1,62.2,57.0,7240.0,6.48,6.39,4.0 +12375,0.4,Ideal,F,SI2,62.1,53.0,597.0,4.76,4.78,2.96 +48239,0.53,Premium,E,VS1,58.5,61.0,1950.0,5.39,5.28,3.12 +26380,2.05,Ideal,H,SI2,60.4,58.0,15857.0,8.21,8.27,4.98 +21218,1.23,Premium,E,VS2,58.9,59.0,9361.0,7.05,6.98,4.13 +2109,0.92,Fair,F,SI1,64.9,58.0,3117.0,6.1,6.04,3.94 +36131,0.33,Premium,E,VS2,61.1,59.0,928.0,4.49,4.45,2.73 +1768,0.79,Very Good,F,SI1,61.5,58.0,3047.0,5.94,5.97,3.66 +21486,1.22,Ideal,F,VS1,62.6,55.0,9581.0,6.82,6.86,4.28 +42075,0.6,Premium,F,SI2,59.5,61.0,1272.0,5.48,5.45,3.26 +7236,0.9,Good,G,VS2,63.6,58.0,4194.0,6.12,6.08,3.88 +12501,1.02,Premium,D,SI2,60.2,58.0,5257.0,6.56,6.53,3.94 +50096,0.71,Premium,H,SI1,62.4,62.0,2207.0,5.67,5.64,3.53 +23680,1.22,Ideal,F,VVS2,61.9,53.0,11730.0,6.9,6.92,4.28 +30865,0.33,Ideal,G,VS2,62.2,56.0,743.0,4.44,4.43,2.76 +19137,1.6,Premium,J,VS1,62.6,59.0,7903.0,7.51,7.4,4.66 +10381,0.29,Fair,D,VS2,64.7,62.0,592.0,4.14,4.11,2.67 +2042,0.32,Ideal,I,VVS2,61.5,56.0,561.0,4.4,4.42,2.71 +25652,1.82,Very Good,F,SI1,63.2,56.0,14545.0,7.71,7.64,4.85 +32074,0.36,Very Good,F,VS1,61.3,54.0,781.0,4.63,4.65,2.84 +13581,1.21,Premium,I,SI1,60.6,56.0,5556.0,6.97,6.89,4.2 +4351,1.09,Premium,G,SI2,61.3,60.0,3601.0,6.66,6.59,4.06 +9501,1.13,Premium,I,VS2,62.0,58.0,4611.0,6.64,6.69,4.13 +46291,0.3,Premium,H,VS1,61.3,58.0,526.0,4.29,4.32,2.64 +25861,1.51,Very Good,G,VVS2,62.7,57.0,14938.0,7.33,7.38,4.61 +1051,0.33,Ideal,G,SI2,62.9,55.0,557.0,4.46,4.41,2.79 +7367,0.96,Very Good,F,SI2,59.8,59.0,4218.0,6.38,6.45,3.84 +48652,0.36,Premium,G,SI1,61.8,59.0,537.0,4.55,4.57,2.82 +17444,1.4,Good,H,SI2,62.5,57.0,6996.0,7.07,7.11,4.43 +27906,0.31,Ideal,D,VS2,61.0,54.0,656.0,4.38,4.44,2.69 +44954,0.53,Very Good,G,VS1,60.9,56.0,1636.0,5.24,5.27,3.2 +20818,1.55,Fair,H,SI2,64.6,58.0,9045.0,7.28,7.21,4.68 +38666,0.33,Ideal,G,VVS1,62.3,55.0,1040.0,4.44,4.42,2.76 +36859,0.42,Very Good,E,VS2,62.8,59.0,958.0,4.76,4.8,3.0 +22644,1.5,Good,H,VS2,63.9,60.0,10692.0,7.17,7.22,4.6 +21359,1.63,Very Good,H,SI2,58.2,62.0,9504.0,7.77,7.72,4.51 +1185,0.71,Ideal,G,VVS1,61.7,57.0,2930.0,5.75,5.7,3.53 +53049,0.8,Ideal,I,VS2,61.6,58.0,2606.0,5.99,6.03,3.7 +42096,0.44,Premium,E,VVS2,60.0,59.0,1274.0,4.95,4.99,2.98 +30802,0.43,Ideal,F,SI2,60.7,57.0,742.0,4.88,4.91,2.97 +52936,0.7,Good,G,VS1,60.6,61.0,2591.0,5.71,5.77,3.48 +52577,0.7,Very Good,E,SI1,63.0,55.0,2537.0,5.61,5.66,3.55 +9548,1.12,Premium,H,SI2,61.9,58.0,4620.0,6.66,6.74,4.15 +13167,1.07,Ideal,G,SI1,61.9,55.0,5444.0,6.62,6.57,4.08 +22888,1.7,Premium,I,VS2,62.0,59.0,10929.0,7.6,7.55,4.7 +20681,1.55,Ideal,J,VS1,59.5,60.0,8959.0,7.53,7.56,4.49 +51104,0.72,Very Good,I,VS2,63.3,55.0,2337.0,5.7,5.74,3.62 +14634,1.08,Premium,E,SI1,59.6,60.0,5908.0,6.73,6.66,3.99 +22751,1.52,Premium,E,SI1,62.4,59.0,10767.0,7.34,7.37,4.59 +11244,1.1,Premium,E,SI2,59.1,60.0,4967.0,6.77,6.7,3.98 +17950,1.51,Good,I,VVS2,63.6,58.0,7255.0,7.29,7.26,4.63 +15470,1.54,Premium,J,VS1,60.9,61.0,6194.0,7.49,7.45,4.55 +15126,1.34,Ideal,H,VS2,61.2,56.0,6078.0,7.09,7.05,4.33 +18593,1.02,Very Good,F,VS1,62.4,58.0,7587.0,6.42,6.47,4.02 +46454,0.52,Ideal,D,VS2,61.0,57.0,1774.0,5.18,5.21,3.17 +3109,0.71,Very Good,F,VS2,63.0,54.0,3323.0,5.7,5.72,3.6 +1573,0.55,Premium,D,VVS1,60.3,59.0,3006.0,5.34,5.3,3.21 +44564,0.52,Good,D,SI1,63.7,55.0,1605.0,5.12,5.09,3.25 +22180,1.5,Ideal,G,SI1,61.7,56.0,10219.0,7.36,7.32,4.53 +1571,0.71,Premium,E,VS1,61.1,58.0,3006.0,5.8,5.76,3.53 +30477,0.31,Ideal,I,VVS1,62.8,55.0,732.0,4.36,4.33,2.73 +49770,0.5,Ideal,F,VVS2,61.6,56.0,2160.0,5.11,5.08,3.14 +53494,0.73,Ideal,D,SI2,62.4,56.0,2683.0,5.74,5.77,3.59 +13399,0.32,Ideal,G,VS1,60.7,56.0,602.0,4.43,4.46,2.7 +36959,0.28,Good,H,VVS1,56.0,64.0,480.0,4.38,4.41,2.46 +10797,1.24,Good,G,SI2,63.7,60.0,4861.0,6.77,6.7,4.3 +18235,1.13,Ideal,G,VS1,61.7,54.0,7404.0,6.77,6.71,4.16 +3406,0.33,Good,D,SI1,63.1,55.0,567.0,4.38,4.4,2.77 +26040,0.32,Ideal,F,VS2,61.3,56.0,645.0,4.41,4.43,2.71 +30268,0.3,Very Good,F,VS2,63.4,59.0,725.0,4.25,4.23,2.69 +38124,0.3,Ideal,G,VVS1,62.0,55.0,1013.0,4.34,4.31,2.68 +26399,2.01,Premium,H,SI2,62.3,58.0,15917.0,8.11,8.06,5.04 +24920,1.91,Premium,I,SI1,63.0,59.0,13367.0,7.91,7.87,4.97 +45536,0.51,Ideal,D,SI1,60.4,55.0,1687.0,5.48,5.18,3.16 +25247,2.09,Premium,J,SI1,62.2,59.0,13864.0,8.23,8.16,5.1 +19027,0.32,Ideal,H,VS1,62.5,55.0,620.0,4.36,4.38,2.73 +9177,1.0,Very Good,D,SI2,58.3,61.0,4543.0,6.54,6.59,3.83 +53826,0.7,Very Good,F,VS2,61.7,63.0,2737.0,5.61,5.64,3.47 +33260,0.37,Good,D,VS1,62.1,54.0,825.0,4.67,4.73,2.92 +35802,0.31,Very Good,F,IF,61.9,54.0,914.0,4.36,4.39,2.71 +21143,1.57,Ideal,H,SI2,60.7,57.0,9298.0,7.49,7.54,4.56 +18685,1.06,Ideal,F,VS2,61.4,56.0,7641.0,6.56,6.61,4.04 +20398,0.31,Ideal,H,VVS2,62.5,55.0,625.0,4.34,4.37,2.72 +34670,0.31,Ideal,E,VS2,62.6,56.0,872.0,4.33,4.3,2.7 +38118,0.3,Ideal,H,IF,61.8,55.0,1013.0,4.31,4.3,2.66 +43737,0.51,Very Good,G,VS2,62.7,58.0,1438.0,5.09,5.12,3.2 +14466,1.01,Premium,G,VS2,62.1,60.0,5839.0,6.35,6.37,3.95 +6189,1.02,Premium,F,SI2,58.0,60.0,3996.0,6.7,6.64,3.87 +52701,0.59,Ideal,E,VVS2,60.2,56.0,2553.0,5.46,5.51,3.3 +52188,0.7,Ideal,G,SI1,61.6,56.0,2478.0,5.69,5.73,3.52 +52037,0.71,Very Good,E,VS2,63.4,61.0,2450.0,5.6,5.57,3.54 +6814,1.01,Very Good,E,SI2,63.1,61.0,4118.0,6.34,6.27,3.98 +40438,0.36,Ideal,F,IF,61.4,55.9,1138.0,4.58,4.62,2.82 +21492,1.25,Ideal,F,VS1,62.0,55.0,9586.0,6.91,6.95,4.3 +24037,0.38,Premium,I,VS2,62.5,58.0,633.0,4.58,4.61,2.87 +38457,0.36,Ideal,G,IF,62.2,53.0,1029.0,4.59,4.61,2.86 +41217,0.4,Premium,D,VVS2,62.0,61.0,1206.0,4.72,4.7,2.92 +14149,1.25,Premium,H,SI2,61.2,62.0,5740.0,6.95,6.84,4.22 +46811,0.51,Premium,D,VS2,62.0,59.0,1807.0,5.12,5.08,3.16 +20329,1.0,Premium,F,VVS1,62.6,58.0,8736.0,6.45,6.33,4.0 +11404,1.0,Very Good,H,VS2,63.3,53.0,5000.0,6.42,6.37,4.05 +22107,1.66,Very Good,H,SI1,62.8,56.0,10134.0,7.53,7.57,4.74 +13970,1.11,Ideal,H,SI1,62.6,57.0,5688.0,6.64,6.59,4.14 +6444,0.9,Premium,F,SI1,62.3,58.0,4047.0,6.18,6.12,3.83 +40217,0.5,Very Good,D,SI2,58.9,60.0,1123.0,5.2,5.23,3.07 +6082,1.01,Premium,I,SI2,62.1,59.0,3971.0,6.42,6.39,3.98 +24628,2.34,Good,J,VS2,63.9,62.0,12961.0,8.4,8.34,5.35 +13652,1.16,Ideal,I,VS2,60.1,62.0,5587.0,6.83,6.78,4.09 +18246,1.01,Ideal,F,VS2,60.9,58.0,7411.0,6.43,6.47,3.93 +52366,0.63,Ideal,E,VS1,61.5,56.0,2503.0,5.5,5.53,3.39 +16111,1.25,Good,F,VS2,63.9,58.0,6440.0,6.76,6.71,4.31 +42967,0.5,Good,E,VS2,57.8,60.0,1365.0,5.2,5.29,3.03 +13260,1.16,Premium,H,SI1,60.2,59.0,5480.0,6.84,6.77,4.1 +8215,1.04,Premium,E,SI2,62.8,59.0,4370.0,6.45,6.41,4.04 +17916,1.51,Premium,H,SI2,59.4,62.0,7235.0,7.47,7.31,4.39 +7517,1.01,Good,H,SI1,60.3,64.0,4242.0,6.49,6.52,3.92 +31593,0.2,Premium,E,VS2,59.0,60.0,367.0,3.81,3.78,2.24 +33992,0.42,Ideal,G,VS2,62.1,56.0,847.0,4.79,4.84,2.99 +42270,0.48,Premium,F,VS2,60.1,59.0,1294.0,5.12,5.1,3.07 +44712,0.51,Premium,E,VS2,60.6,60.0,1614.0,5.2,5.19,3.15 +40498,0.42,Ideal,F,VVS2,62.2,56.0,1142.0,4.79,4.82,2.99 +37670,0.42,Premium,E,SI1,62.7,57.0,992.0,4.83,4.77,3.01 +4399,0.31,Ideal,D,SI1,62.1,56.0,571.0,4.33,4.37,2.7 +32787,0.43,Very Good,F,VS2,62.5,60.0,804.0,4.81,4.86,3.02 +338,0.77,Premium,G,VS2,61.3,57.0,2803.0,5.93,5.88,3.62 +8853,1.01,Good,E,SI1,59.3,64.0,4480.0,6.49,6.47,3.84 +31668,0.32,Ideal,E,VS2,62.1,55.0,768.0,4.43,4.4,2.74 +27985,0.3,Ideal,E,VS2,61.5,55.0,658.0,4.32,4.4,2.68 +17051,0.3,Ideal,F,VS1,61.9,56.0,612.0,4.3,4.32,2.67 +43300,0.61,Ideal,I,SI2,61.1,57.0,1401.0,5.46,5.49,3.34 +48431,0.7,Ideal,J,VS2,61.9,57.0,1974.0,5.65,5.69,3.51 +6860,1.05,Ideal,J,SI2,62.3,54.0,4126.0,6.52,6.55,4.07 +11,0.3,Good,J,SI1,64.0,55.0,339.0,4.25,4.28,2.73 +4484,0.9,Premium,E,SI1,60.7,61.0,3625.0,6.19,6.17,3.75 +53411,0.7,Premium,F,VS1,62.2,58.0,2669.0,5.63,5.59,3.49 +45949,0.56,Ideal,D,SI1,61.2,56.0,1723.0,5.31,5.34,3.26 +52816,0.71,Premium,H,VS1,61.2,57.0,2572.0,5.83,5.77,3.55 +52613,0.72,Ideal,F,VS2,62.5,56.0,2546.0,5.73,5.76,3.59 +1968,0.73,Ideal,G,SI1,61.7,57.0,3089.0,5.78,5.81,3.57 +38942,0.31,Very Good,H,VS2,62.2,59.0,489.0,4.34,4.38,2.71 +7640,0.91,Ideal,F,SI1,62.3,56.0,4267.0,6.16,6.19,3.85 +23916,1.02,Ideal,E,VVS1,62.2,58.0,12035.0,6.42,6.44,4.0 +38764,0.31,Ideal,F,IF,62.1,56.0,1046.0,4.36,4.33,2.7 +43816,0.51,Premium,E,SI1,61.0,58.0,1443.0,5.13,5.1,3.12 +32056,0.28,Premium,E,VVS2,58.7,60.0,780.0,4.34,4.31,2.54 +28240,0.33,Ideal,F,VS2,61.3,56.0,666.0,4.43,4.47,2.73 +23209,1.5,Very Good,G,VS1,59.1,62.0,11216.0,7.38,7.42,4.37 +16475,1.06,Premium,G,VS2,60.9,57.0,6582.0,6.65,6.61,4.04 +22099,1.5,Ideal,D,SI2,63.0,56.0,10122.0,7.3,7.25,4.58 +18603,1.12,Ideal,F,VS2,61.9,55.0,7589.0,6.68,6.73,4.15 +686,0.87,Very Good,F,SI2,61.0,63.0,2851.0,6.22,6.07,3.75 +3015,0.76,Ideal,D,SI1,62.0,57.0,3306.0,5.88,5.92,3.66 +13148,0.9,Premium,E,VS1,59.4,59.0,5438.0,6.31,6.28,3.74 +2898,0.92,Fair,F,SI2,65.1,58.0,3282.0,6.12,6.07,3.97 +31324,0.32,Ideal,D,VS2,62.3,57.0,758.0,4.39,4.41,2.74 +9881,0.95,Premium,F,SI1,62.9,59.0,4682.0,6.24,6.13,3.89 +44491,0.5,Very Good,H,VS1,61.0,56.0,1598.0,5.1,5.13,3.12 +49865,0.71,Ideal,F,SI2,62.2,56.0,2173.0,5.76,5.7,3.56 +23689,1.51,Premium,G,VS2,58.1,61.0,11746.0,7.57,7.54,4.39 +34537,0.33,Ideal,E,VVS2,61.7,57.0,868.0,4.41,4.44,2.73 +21350,1.56,Very Good,I,SI1,61.3,57.0,9494.0,7.48,7.54,4.6 +41758,0.46,Very Good,E,VS2,62.6,58.0,1245.0,4.91,4.96,3.09 +48087,0.5,Good,E,VS1,61.1,58.2,1932.0,5.08,5.12,3.11 +39120,0.41,Premium,G,VS2,59.8,58.0,1061.0,4.84,4.8,2.88 +17691,0.91,Very Good,E,VVS2,61.1,61.0,7131.0,6.24,6.2,3.8 +29208,0.37,Very Good,H,VS1,59.8,59.0,695.0,4.66,4.7,2.8 +17789,1.0,Ideal,E,VS2,59.6,57.0,7168.0,6.43,6.42,3.83 +9798,0.93,Ideal,G,SI1,62.2,58.0,4666.0,6.2,6.24,3.87 +24971,2.01,Very Good,I,SI1,61.7,60.0,13464.0,7.99,8.12,4.97 +25230,1.51,Premium,G,VS2,61.1,58.0,13828.0,7.42,7.38,4.45 +11653,1.01,Very Good,H,VS1,63.0,55.0,5055.0,6.35,6.41,4.02 +39665,0.42,Premium,G,VS2,60.1,61.0,1087.0,4.84,4.81,2.9 +15437,1.05,Premium,G,VS2,62.8,58.0,6181.0,6.48,6.44,4.06 +42835,0.51,Ideal,E,SI1,61.5,54.0,1356.0,5.15,5.19,3.18 +42034,0.53,Good,G,SI1,63.8,56.0,1268.0,5.14,5.18,3.29 +30949,0.32,Premium,H,SI1,61.3,60.0,449.0,4.36,4.42,2.69 +2410,0.72,Ideal,D,VS2,62.8,57.0,3179.0,5.68,5.73,3.58 +28613,0.3,Very Good,E,SI1,63.2,57.0,675.0,4.3,4.25,2.7 +33939,0.34,Ideal,J,VS1,62.0,54.0,464.0,4.52,4.55,2.81 +19420,1.51,Very Good,I,SI1,61.4,60.0,8073.0,7.37,7.33,4.51 +20511,1.29,Premium,G,VS2,58.7,58.0,8842.0,7.27,7.11,4.22 +44707,0.57,Ideal,E,SI1,61.2,57.0,1613.0,5.37,5.32,3.27 +7409,0.33,Premium,G,VS2,60.0,58.0,579.0,4.47,4.49,2.69 +44075,0.56,Premium,E,VS2,61.1,59.0,1552.0,5.27,5.34,3.24 +3333,0.7,Ideal,E,VS2,61.0,56.0,3376.0,5.76,5.79,3.52 +16355,0.3,Premium,H,VS2,62.7,59.0,608.0,4.27,4.22,2.66 +9862,0.91,Ideal,H,VS2,62.4,56.0,4678.0,6.2,6.14,3.85 +29355,0.31,Ideal,G,VS2,61.4,57.0,698.0,4.37,4.33,2.67 +51675,0.67,Good,F,VVS2,63.8,61.0,2398.0,5.46,5.54,3.52 +5587,1.0,Premium,J,VVS2,59.6,61.0,3864.0,6.4,6.36,3.8 +25587,2.01,Premium,I,SI2,62.1,56.0,14428.0,8.11,8.06,5.02 +41120,0.41,Ideal,F,VVS1,61.6,55.0,1196.0,4.79,4.82,2.96 +40669,0.44,Premium,G,VVS2,60.9,57.0,1155.0,4.93,4.89,2.99 +23405,1.52,Very Good,J,VVS2,62.1,60.0,11392.0,7.33,7.36,4.56 +39505,0.51,Ideal,J,VS2,62.5,57.0,1080.0,5.04,5.08,3.16 +33162,0.31,Premium,G,VVS1,60.2,59.0,816.0,4.38,4.43,2.65 +48997,0.71,Premium,H,SI1,62.3,61.0,2049.0,5.65,5.61,3.51 +23229,1.1,Ideal,D,VVS2,62.0,57.0,11233.0,6.62,6.57,4.09 +11727,0.34,Ideal,G,VS2,61.4,57.0,596.0,4.48,4.51,2.76 +44581,0.53,Ideal,E,VS2,62.0,55.0,1607.0,5.17,5.21,3.22 +21061,1.26,Ideal,F,VS2,61.4,57.0,9236.0,7.02,6.96,4.29 +50494,0.75,Premium,G,SI2,62.7,58.0,2268.0,5.82,5.76,3.63 +47790,0.46,Premium,D,VVS1,60.0,59.0,1898.0,5.0,5.04,3.01 +33063,0.3,Ideal,F,VVS1,62.2,56.0,814.0,4.27,4.31,2.67 +24760,2.0,Very Good,J,VS2,60.7,59.0,13113.0,8.12,8.15,4.94 +6427,1.01,Ideal,E,SI2,61.7,57.0,4044.0,6.5,6.47,4.0 +46468,0.53,Good,D,VS1,60.2,56.0,1775.0,5.22,5.28,3.16 +44585,0.53,Very Good,E,VS2,61.4,55.0,1607.0,5.21,5.24,3.21 +3291,0.7,Premium,D,VS1,62.5,59.0,3365.0,5.69,5.64,3.54 +28970,0.31,Premium,E,SI2,60.9,60.0,435.0,4.35,4.38,2.66 +19066,1.51,Ideal,J,VS2,61.7,57.0,7847.0,7.44,7.4,4.58 +12927,1.03,Ideal,F,SI1,61.3,57.0,5378.0,6.58,6.51,4.01 +32600,0.34,Ideal,D,VS2,61.9,55.0,802.0,4.49,4.52,2.79 +43797,0.6,Ideal,H,VS2,62.1,55.0,1442.0,5.42,5.46,3.38 +8501,1.12,Ideal,J,VS2,60.1,57.0,4422.0,6.82,6.75,4.08 +32409,0.41,Ideal,D,SI1,62.7,56.0,791.0,4.73,4.78,2.98 +34217,0.4,Ideal,G,SI1,61.0,55.0,855.0,4.76,4.81,2.92 +28365,0.4,Good,D,SI1,60.3,61.0,667.0,4.74,4.78,2.87 +1674,0.71,Ideal,E,VS2,62.3,56.0,3026.0,5.7,5.73,3.56 +24886,2.15,Good,G,SI2,63.8,58.0,13317.0,8.23,8.08,5.2 +13576,1.21,Ideal,I,SI1,60.6,55.0,5556.0,6.92,6.87,4.18 +45558,0.56,Very Good,H,VS1,59.8,56.0,1688.0,5.35,5.38,3.21 +53867,0.7,Very Good,F,VS2,62.3,59.0,2744.0,5.63,5.7,3.53 +12974,1.03,Very Good,E,SI2,61.7,54.9,5393.0,6.46,6.52,4.01 +47270,0.59,Ideal,G,VS2,61.9,56.0,1844.0,5.39,5.44,3.35 +38333,0.32,Ideal,E,VVS1,61.3,57.0,1020.0,4.43,4.38,2.7 +30755,0.25,Premium,F,IF,61.1,58.0,740.0,4.1,4.08,2.5 +45284,0.52,Ideal,F,VS2,60.6,55.0,1662.0,5.19,5.27,3.17 +6230,0.9,Good,F,SI1,58.8,60.0,4004.0,6.22,6.26,3.67 +16598,1.21,Ideal,H,SI1,62.1,56.0,6629.0,6.81,6.84,4.23 +19332,2.0,Fair,I,SI2,66.8,55.0,8037.0,7.75,7.71,5.16 +30986,0.37,Very Good,G,VS1,61.5,58.0,746.0,4.57,4.6,2.82 +33595,0.37,Premium,G,VS2,59.3,60.0,833.0,4.71,4.67,2.78 +32424,0.41,Premium,D,SI1,60.5,60.0,791.0,4.77,4.81,2.9 +48492,0.55,Ideal,G,VVS2,62.0,56.0,1981.0,5.26,5.28,3.27 +36631,0.4,Ideal,E,VS1,62.5,55.0,947.0,4.67,4.71,2.93 +7719,0.26,Premium,F,VS1,59.5,58.0,580.0,4.22,4.18,2.5 +8703,0.38,Very Good,F,SI2,61.2,57.0,585.0,4.67,4.71,2.87 +18721,1.4,Very Good,I,SI1,61.3,59.0,7644.0,7.19,7.23,4.42 +4552,0.9,Very Good,J,VS1,62.4,57.0,3643.0,6.13,6.18,3.84 +22999,1.13,Ideal,F,VVS1,61.7,56.0,11051.0,6.68,6.75,4.14 +2793,0.93,Fair,I,VS2,64.7,58.0,3258.0,6.09,6.06,3.93 +21235,1.54,Premium,J,VVS1,62.4,59.0,9383.0,7.38,7.36,4.6 +30975,0.38,Very Good,F,VS1,61.4,61.0,746.0,4.66,4.69,2.87 +10281,1.04,Ideal,F,SI2,62.1,57.0,4754.0,6.48,6.46,4.02 +22990,1.57,Ideal,I,SI1,61.9,55.0,11040.0,7.38,7.44,4.59 +13215,1.0,Ideal,E,SI1,61.9,56.0,5458.0,6.37,6.45,3.97 +5348,0.9,Premium,D,SI1,62.1,60.0,3812.0,6.2,6.14,3.83 +35941,0.3,Ideal,H,SI1,62.4,52.8,475.0,4.28,4.33,2.69 +14880,0.93,Ideal,E,SI1,61.9,56.0,5992.0,6.24,6.27,3.87 +52535,0.72,Premium,F,VS2,60.8,58.0,2530.0,5.78,5.74,3.5 +36405,0.31,Ideal,D,VS2,61.2,55.0,942.0,4.46,4.36,2.7 +40402,0.34,Ideal,D,VVS1,62.4,55.0,1133.0,4.45,4.49,2.79 +16212,1.07,Ideal,H,VS1,60.2,59.0,6479.0,6.66,6.69,4.02 +7067,0.33,Ideal,H,VS1,61.8,56.0,579.0,4.41,4.46,2.74 +52390,0.7,Very Good,H,VS2,57.9,62.0,2508.0,5.8,5.9,3.39 +18928,1.61,Very Good,I,SI2,60.9,63.0,7775.0,7.54,7.5,4.58 +23054,1.53,Premium,H,VS2,60.1,58.0,11087.0,7.6,7.57,4.71 +16456,1.21,Ideal,H,SI1,62.1,59.0,6573.0,6.81,6.75,4.21 +16857,1.2,Premium,H,VS1,62.7,58.0,6727.0,6.75,6.65,4.2 +46673,0.59,Ideal,G,VS2,62.6,54.0,1789.0,5.38,5.32,3.35 +5798,0.91,Ideal,I,VS1,62.1,57.0,3906.0,6.2,6.23,3.86 +32221,0.31,Ideal,G,VVS1,62.3,54.0,789.0,4.37,4.4,2.73 +32349,0.36,Ideal,E,VS2,61.9,56.0,789.0,4.55,4.56,2.82 +22171,1.52,Premium,E,SI2,61.0,59.0,10214.0,7.39,7.33,4.49 +11110,1.03,Premium,H,SI1,62.2,60.0,4932.0,6.43,6.4,3.99 +13338,1.23,Premium,J,VS2,61.9,55.0,5504.0,6.94,6.88,4.28 +48043,0.51,Premium,G,VVS1,62.4,58.0,1925.0,5.09,5.13,3.19 +8418,1.51,Premium,H,I1,60.9,56.0,4404.0,7.38,7.26,4.46 +20706,0.31,Ideal,F,VS2,60.8,57.0,625.0,4.36,4.39,2.66 +7131,0.92,Very Good,H,VS2,63.1,57.0,4173.0,6.2,6.17,3.9 +1073,0.31,Premium,I,VS2,62.3,60.0,558.0,4.32,4.31,2.69 +13073,1.18,Ideal,I,SI1,61.3,55.6,5412.0,6.79,6.84,4.18 +1540,0.72,Very Good,D,SI1,61.5,58.0,3001.0,5.74,5.78,3.54 +42090,0.42,Ideal,E,VVS2,61.3,56.0,1273.0,4.85,4.81,2.96 +13147,1.11,Good,G,SI2,59.7,61.0,5438.0,6.72,6.69,4.0 +37465,0.42,Ideal,G,VS1,61.4,56.0,984.0,4.85,4.82,2.97 +49945,0.72,Good,F,SI1,63.9,62.0,2188.0,5.7,5.63,3.62 +40924,0.3,Ideal,F,SI1,62.2,54.2,499.0,4.31,4.34,2.69 +473,1.0,Fair,H,SI2,65.3,62.0,2818.0,6.34,6.12,4.08 +14233,1.07,Very Good,D,SI1,61.8,61.0,5767.0,6.54,6.57,4.05 +36150,0.33,Premium,E,VS2,61.5,59.0,928.0,4.46,4.42,2.73 +49176,0.8,Premium,J,SI2,61.4,57.0,2074.0,5.99,5.93,3.66 +34270,0.32,Ideal,I,VS2,61.5,54.0,466.0,4.43,4.45,2.73 +264,0.71,Premium,E,SI1,59.2,59.0,2792.0,5.83,5.86,3.46 +53653,0.78,Ideal,G,SI2,61.5,56.0,2706.0,5.94,5.97,3.66 +29274,0.31,Ideal,G,VS2,62.2,56.0,698.0,4.34,4.31,2.69 +37005,0.3,Ideal,D,VVS2,62.9,56.0,965.0,4.29,4.27,2.69 +40250,0.5,Premium,F,SI1,59.6,61.0,1125.0,5.15,5.12,3.06 +34170,0.33,Premium,G,VS1,61.9,59.0,854.0,4.45,4.43,2.75 +31648,0.37,Ideal,J,SI1,62.2,53.0,451.0,4.63,4.67,2.89 +1574,0.71,Ideal,I,VVS2,60.7,57.0,3007.0,5.76,5.8,3.51 +44541,0.55,Ideal,G,VS2,61.2,56.8,1604.0,5.28,5.31,3.24 +33278,0.23,Good,F,VVS2,61.2,62.0,462.0,3.95,3.99,2.43 +18635,1.01,Ideal,F,VS1,62.5,54.0,7602.0,6.46,6.43,4.03 +48307,0.32,Ideal,H,VS2,61.5,57.0,534.0,4.41,4.45,2.72 +16698,0.32,Premium,J,VS1,61.9,58.0,421.0,4.33,4.39,2.7 +5192,1.07,Premium,H,SI2,60.0,59.0,3775.0,6.6,6.56,3.95 +43572,0.41,Ideal,G,IF,62.4,54.0,1431.0,4.78,4.74,2.97 +10275,1.07,Ideal,G,SI2,62.1,55.0,4752.0,6.54,6.61,4.08 +38315,0.44,Good,F,SI1,56.9,61.0,1018.0,5.12,5.07,2.9 +18781,1.51,Ideal,H,SI1,61.9,57.0,7678.0,7.4,7.33,4.56 +45737,0.5,Premium,E,VS2,60.5,60.0,1699.0,5.13,5.09,3.09 +51732,0.71,Fair,H,VS1,66.4,62.0,2401.0,5.54,5.49,3.66 +2471,0.71,Very Good,E,VS1,61.5,57.0,3192.0,5.74,5.77,3.54 +10300,1.03,Ideal,H,SI1,61.0,55.0,4759.0,6.56,6.59,4.01 +21395,1.51,Very Good,I,VS1,63.1,53.0,9513.0,7.34,7.25,4.6 +8399,0.34,Premium,D,SI1,62.0,58.0,584.0,4.43,4.47,2.76 +19503,1.57,Fair,H,VS1,67.3,66.0,8133.0,7.85,5.75,3.87 +48015,0.7,Fair,F,SI2,58.2,66.0,1920.0,5.77,5.74,3.35 +17140,1.24,Premium,D,SI2,61.4,59.0,6840.0,6.87,6.91,4.23 +49360,0.51,Ideal,F,VVS2,61.9,56.0,2098.0,5.09,5.14,3.16 +6268,0.9,Good,F,SI2,61.9,59.0,4013.0,6.09,6.12,3.78 +40312,0.4,Ideal,E,VS1,62.3,56.0,1125.0,4.73,4.71,2.94 +7023,1.36,Fair,J,SI2,67.8,55.0,4158.0,6.73,6.66,4.54 +12204,1.15,Premium,H,VS2,60.2,58.0,5191.0,6.86,6.8,4.11 +13200,1.02,Premium,F,SI1,61.0,59.0,5455.0,6.58,6.47,3.98 +18477,1.08,Premium,G,VS1,63.0,59.0,7523.0,6.56,6.5,4.11 +24952,1.55,Ideal,H,IF,61.4,57.0,13421.0,7.42,7.47,4.57 +31909,0.3,Ideal,G,VS1,61.5,56.0,776.0,4.34,4.28,2.65 +4076,0.31,Very Good,D,SI1,61.7,59.0,571.0,4.31,4.35,2.67 +11975,1.5,Very Good,J,I1,63.3,58.0,5141.0,7.27,7.23,4.59 +13615,1.0,Very Good,E,SI1,62.4,59.0,5571.0,6.36,6.42,3.99 +7765,1.11,Premium,F,SI2,62.1,58.0,4283.0,6.63,6.51,4.1 +6678,1.22,Fair,I,SI1,66.2,60.0,4099.0,6.61,6.56,4.36 +15536,1.5,Premium,G,SI2,61.8,60.0,6224.0,7.28,7.25,4.49 +13193,1.07,Ideal,G,SI1,60.2,57.0,5453.0,6.7,6.59,4.0 +31683,0.26,Ideal,E,VVS2,62.2,56.0,769.0,4.15,4.12,2.57 +53232,0.72,Very Good,E,SI1,63.0,56.0,2642.0,5.73,5.76,3.62 +12592,1.04,Very Good,H,SI1,62.0,58.0,5285.0,6.42,6.48,4.0 +26620,2.0,Very Good,E,SI2,63.1,53.0,16380.0,7.99,8.11,5.08 +2233,0.72,Good,F,VVS2,61.3,65.0,3145.0,5.76,5.72,3.52 +21514,2.0,Fair,I,SI2,65.0,57.0,9610.0,8.01,7.96,5.19 +24229,2.01,Very Good,H,SI2,62.2,63.0,12423.0,8.01,7.93,4.96 +39850,0.38,Ideal,E,VVS2,62.0,57.0,1100.0,4.61,4.62,2.86 +18988,1.13,Very Good,G,VS1,60.7,57.0,7815.0,6.68,6.72,4.07 +51391,1.16,Premium,H,I1,61.7,62.0,2368.0,6.68,6.64,4.11 +36948,0.32,Ideal,H,SI1,61.0,56.0,479.0,4.4,4.42,2.69 +9234,1.19,Very Good,H,SI2,63.4,58.0,4558.0,6.79,6.76,4.29 +28539,0.3,Premium,E,SI1,62.7,60.0,675.0,4.28,4.24,2.67 +2068,0.32,Ideal,E,SI1,61.9,56.0,561.0,4.39,4.43,2.73 +18706,0.27,Very Good,F,VVS2,60.1,58.0,620.0,4.17,4.22,2.52 +23468,2.02,Premium,J,SI2,62.7,60.0,11463.0,7.98,8.1,5.04 +27404,2.24,Ideal,F,SI2,60.3,59.0,17989.0,8.47,8.5,5.12 +52008,0.6,Ideal,D,VS2,62.0,55.0,2444.0,5.39,5.42,3.35 +1642,0.5,Good,D,VVS2,62.4,64.0,3017.0,5.03,5.06,3.14 +36386,0.45,Premium,I,SI1,60.3,59.0,941.0,4.99,4.93,2.99 +24774,1.51,Premium,F,VS1,62.7,59.0,13134.0,7.31,7.23,4.56 +47153,0.62,Very Good,F,VS2,59.5,63.0,1832.0,5.54,5.49,3.28 +11181,1.08,Premium,F,SI1,62.1,58.0,4953.0,6.61,6.57,4.09 +12830,1.02,Fair,E,VS2,66.6,57.0,5350.0,6.09,6.14,4.07 +9644,1.09,Very Good,I,SI1,61.4,58.0,4640.0,6.61,6.69,4.08 +42392,0.42,Ideal,E,VVS1,59.7,56.0,1307.0,4.88,4.91,2.92 +15347,1.18,Premium,H,SI1,61.6,59.0,6159.0,6.82,6.72,4.17 +4651,0.9,Good,G,SI1,63.8,59.0,3669.0,6.08,6.05,3.87 +44571,0.57,Premium,J,VS1,60.6,59.0,1606.0,5.37,5.36,3.25 +43800,0.59,Ideal,I,VS1,62.2,57.0,1442.0,5.33,5.38,3.33 +15063,1.12,Premium,H,VS2,60.6,59.0,6052.0,6.77,6.7,4.08 +10491,1.05,Very Good,E,SI2,60.5,58.0,4797.0,6.55,6.6,3.98 +50576,0.73,Premium,E,SI2,61.8,58.0,2278.0,5.76,5.71,3.54 +32072,0.32,Ideal,E,VS2,61.4,57.0,780.0,4.46,4.4,2.72 +39820,0.38,Ideal,E,VS1,62.1,57.0,1097.0,4.65,4.62,2.88 +18574,1.07,Ideal,G,VS2,61.6,57.0,7577.0,6.55,6.61,4.05 +9286,0.91,Good,H,VS1,57.8,61.0,4566.0,6.4,6.36,3.69 +25242,1.6,Ideal,F,VS2,60.1,57.0,13853.0,7.65,7.59,4.58 +31499,0.34,Premium,G,VS2,61.2,58.0,765.0,4.5,4.46,2.74 +41805,0.53,Very Good,F,SI1,59.6,58.0,1250.0,5.28,5.33,3.16 +17812,1.01,Very Good,G,VS1,60.9,55.0,7179.0,6.46,6.51,3.95 +6028,1.0,Very Good,D,SI2,60.8,63.0,3965.0,6.41,6.36,3.88 +41477,0.5,Good,F,SI1,57.9,62.0,1231.0,5.21,5.18,3.01 +16198,1.27,Ideal,H,SI1,61.5,55.0,6472.0,6.97,6.95,4.28 +3349,0.91,Very Good,E,SI2,63.4,58.0,3379.0,6.15,6.09,3.88 +8147,0.96,Ideal,G,SI1,63.0,54.0,4355.0,6.27,6.24,3.94 +14522,1.01,Premium,G,VS2,61.5,56.0,5864.0,6.47,6.41,3.96 +22223,1.61,Premium,D,SI2,61.3,58.0,10278.0,7.56,7.49,4.61 +6062,1.2,Premium,H,SI2,62.1,57.0,3965.0,6.84,6.69,4.21 +19869,1.46,Ideal,E,SI2,62.3,55.0,8421.0,7.29,7.25,4.53 +13048,0.38,Very Good,I,SI1,59.7,62.0,601.0,4.7,4.74,2.82 +1404,0.25,Very Good,F,IF,61.5,56.0,560.0,4.04,4.06,2.48 +32680,0.31,Premium,G,VS1,62.1,58.0,802.0,4.35,4.31,2.69 +13428,1.01,Good,H,VS1,63.8,59.0,5515.0,6.34,6.3,4.03 +8784,1.0,Very Good,H,SI1,60.0,63.0,4469.0,6.37,6.34,3.81 +38529,0.34,Ideal,E,VS1,61.2,57.0,1033.0,4.5,4.45,2.74 +8308,0.96,Premium,D,SI2,59.1,58.0,4388.0,6.53,6.44,3.83 +36895,0.31,Premium,F,VVS1,61.8,59.0,959.0,4.35,4.33,2.68 +32372,0.35,Ideal,D,VS2,62.5,56.0,790.0,4.51,4.55,2.83 +36485,0.32,Ideal,F,IF,60.9,57.0,943.0,4.41,4.43,2.69 +35710,0.3,Ideal,D,VS2,60.8,57.0,911.0,4.38,4.33,2.65 +47084,0.54,Ideal,E,VS1,62.6,55.0,1823.0,5.22,5.2,3.26 +46326,0.6,Good,G,VS1,60.1,61.0,1757.0,5.44,5.5,3.29 +38062,0.38,Ideal,F,VS1,61.1,56.0,1013.0,4.69,4.71,2.87 +50818,0.71,Ideal,G,SI1,61.1,57.0,2307.0,5.79,5.73,3.52 +15870,1.0,Ideal,G,VS1,62.2,56.0,6349.0,6.35,6.41,3.97 +22213,1.51,Premium,G,SI1,60.6,60.0,10267.0,7.45,7.41,4.5 +26462,2.02,Ideal,I,VS2,61.5,58.0,16018.0,8.19,8.11,5.01 +47544,0.47,Ideal,E,VS1,61.2,56.0,1872.0,5.01,5.05,3.08 +15556,1.22,Premium,E,SI2,61.5,58.0,6237.0,6.81,6.85,4.2 +43350,0.51,Premium,D,SI2,59.5,61.0,1406.0,5.19,5.16,3.08 +50129,0.58,Ideal,D,VS1,61.8,56.0,2211.0,5.34,5.37,3.31 +5813,0.91,Very Good,D,SI2,63.4,59.0,3911.0,6.12,6.15,3.89 +6514,0.9,Ideal,H,VS1,61.2,57.0,4064.0,6.28,6.24,3.83 +3972,0.55,Good,D,IF,58.0,62.0,3509.0,5.31,5.41,3.12 +4491,0.9,Good,H,SI2,64.5,58.0,3627.0,6.0,5.96,3.86 +53287,0.3,Very Good,D,SI1,62.5,59.0,552.0,4.26,4.28,2.67 +5755,0.93,Good,F,SI2,63.4,54.0,3896.0,6.19,6.24,3.94 +6672,0.94,Premium,E,SI2,62.4,58.0,4098.0,6.26,6.33,3.93 +15102,1.05,Very Good,G,VS2,62.8,58.0,6070.0,6.44,6.48,4.06 +47486,0.83,Ideal,H,SI2,61.8,57.0,1863.0,6.08,5.99,3.73 +12848,1.22,Good,J,VS1,58.5,61.0,5356.0,6.94,7.0,4.08 +20647,1.2,Premium,G,VS1,63.0,61.0,8938.0,6.62,6.59,4.16 +2765,0.82,Ideal,F,SI1,62.6,56.0,3251.0,5.95,5.99,3.74 +7426,0.92,Very Good,H,VS1,61.7,62.0,4228.0,6.2,6.12,3.8 +33380,0.41,Ideal,G,VS2,62.5,54.0,827.0,4.75,4.78,2.98 +39068,0.4,Ideal,G,VVS1,61.8,53.0,1059.0,4.75,4.77,2.94 +9724,1.15,Very Good,H,SI2,61.9,57.0,4654.0,6.68,6.72,4.15 +45582,0.52,Ideal,G,VS1,60.9,55.0,1689.0,5.16,5.22,3.16 +14052,0.31,Premium,G,VS2,58.8,62.0,605.0,4.41,4.4,2.59 +1421,0.78,Premium,E,VS2,62.6,57.0,2970.0,5.91,5.85,3.68 +7703,1.12,Premium,E,SI2,62.4,58.0,4277.0,6.59,6.64,4.13 +39165,0.45,Good,E,SI1,63.9,57.0,1063.0,4.86,4.81,3.09 +2060,0.32,Ideal,G,VS2,60.3,57.0,561.0,4.43,4.46,2.68 +16187,1.22,Ideal,I,VS1,61.9,55.7,6469.0,6.81,6.84,4.23 +19018,1.5,Premium,J,VS1,62.0,61.0,7832.0,7.37,7.24,4.53 +11707,0.34,Premium,G,VS2,61.0,58.0,596.0,4.46,4.49,2.73 +26364,0.32,Premium,F,VS2,59.7,59.0,645.0,4.41,4.44,2.64 +9267,0.92,Very Good,E,SI1,62.1,58.0,4562.0,6.15,6.22,3.84 +3053,0.27,Ideal,H,IF,61.6,56.0,566.0,4.18,4.21,2.58 +25324,1.63,Ideal,E,SI1,60.5,59.0,14022.0,7.66,7.62,4.62 +19402,1.53,Ideal,I,SI2,63.7,58.0,8062.0,7.31,7.27,4.64 +39865,0.39,Ideal,G,IF,61.9,54.0,1101.0,4.67,4.73,2.91 +15833,1.01,Premium,G,VS1,62.7,58.0,6335.0,6.36,6.31,3.97 +44244,0.51,Very Good,F,VS2,63.1,58.0,1574.0,5.11,5.09,3.22 +30977,0.37,Ideal,F,VS2,60.6,56.0,746.0,4.63,4.64,2.81 +5861,1.03,Ideal,J,SI1,61.9,56.0,3921.0,6.45,6.5,4.01 +13394,0.32,Very Good,F,VS2,59.7,62.0,602.0,4.38,4.43,2.63 +12887,1.13,Very Good,J,VS1,62.1,59.0,5370.0,6.64,6.71,4.14 +9348,1.02,Very Good,D,SI2,58.6,63.0,4583.0,6.56,6.54,3.84 +10632,1.15,Ideal,H,SI2,62.0,57.0,4830.0,6.75,6.66,4.16 +9521,1.01,Premium,F,SI2,62.9,59.0,4616.0,6.32,6.27,3.96 +47967,0.52,Ideal,D,VS2,61.6,55.0,1919.0,5.2,5.15,3.19 +17128,1.2,Very Good,H,VS2,63.3,59.0,6833.0,6.78,6.74,4.28 +9726,1.12,Premium,F,SI2,61.6,58.0,4654.0,6.69,6.63,4.1 +1212,0.81,Ideal,E,SI2,60.2,57.0,2938.0,6.1,6.06,3.66 +48738,0.5,Very Good,F,VVS2,61.0,61.0,2013.0,5.09,5.11,3.11 +25876,2.0,Good,J,VS1,62.4,58.0,14973.0,8.01,8.08,5.02 +9907,1.05,Very Good,I,SI1,62.6,56.0,4688.0,6.49,6.45,4.05 +3824,0.8,Very Good,F,VS2,62.1,60.0,3471.0,5.86,5.92,3.66 +16426,1.03,Ideal,H,VVS2,62.4,53.0,6560.0,6.45,6.51,4.05 +13299,1.03,Ideal,E,SI2,61.7,55.0,5491.0,6.52,6.46,4.01 +47444,0.55,Ideal,G,VS1,61.5,57.0,1856.0,5.28,5.23,3.23 +46940,0.52,Ideal,E,VS2,61.8,55.0,1815.0,5.19,5.17,3.2 +46039,0.57,Ideal,E,SI1,61.8,57.0,1728.0,5.33,5.28,3.28 +13259,0.9,Good,F,VVS2,61.8,63.0,5480.0,6.14,6.19,3.81 +49340,0.81,Very Good,G,SI2,63.2,60.0,2095.0,5.82,5.79,3.67 +36849,0.37,Ideal,F,VS2,61.4,56.0,957.0,4.63,4.59,2.83 +25613,1.51,Premium,E,VS2,59.8,58.0,14482.0,7.55,7.52,4.47 +678,0.79,Good,E,SI1,64.1,54.0,2849.0,5.86,5.84,3.75 +22209,1.21,Ideal,G,VVS2,60.6,56.0,10256.0,6.9,6.89,4.18 +50947,0.62,Ideal,G,VS2,61.6,55.0,2321.0,5.51,5.53,3.4 +28972,0.31,Very Good,H,SI1,61.0,61.0,435.0,4.33,4.39,2.66 +20168,1.05,Ideal,G,VVS1,60.1,57.0,8623.0,6.58,6.63,3.97 +26594,1.74,Ideal,G,VS2,61.7,56.0,16316.0,7.72,7.68,4.75 +5906,0.83,Ideal,D,SI1,61.5,53.0,3933.0,6.09,6.07,3.74 +31382,0.37,Ideal,E,VS2,61.0,56.0,762.0,4.64,4.67,2.84 +13016,1.13,Very Good,D,SI2,62.3,60.0,5408.0,6.59,6.7,4.14 +44893,0.5,Ideal,E,VS2,62.5,57.0,1629.0,5.1,5.04,3.17 +7863,1.11,Very Good,E,SI2,62.3,58.0,4307.0,6.64,6.68,4.15 +10036,0.24,Premium,E,VS2,62.6,58.0,417.0,3.99,4.03,2.51 +35943,0.33,Ideal,G,SI1,61.3,56.0,475.0,4.45,4.49,2.74 +50597,0.71,Premium,G,SI1,62.3,56.0,2283.0,5.69,5.65,3.53 +43822,0.51,Ideal,E,SI1,62.5,56.0,1443.0,5.1,5.07,3.18 +5881,1.01,Good,H,SI2,65.7,60.0,3926.0,6.17,6.19,4.06 +14956,1.07,Premium,G,VS2,60.1,60.0,6022.0,6.76,6.6,3.99 +40627,0.41,Ideal,E,VS1,61.8,57.0,1153.0,4.79,4.76,2.95 +27778,0.32,Ideal,H,VS2,62.0,57.0,648.0,4.39,4.35,2.71 +37438,0.33,Premium,E,VVS1,59.7,58.0,984.0,4.49,4.52,2.69 +17825,1.5,Premium,H,SI2,61.4,62.0,7187.0,7.4,7.25,4.49 +10779,1.01,Very Good,I,VS1,59.7,58.0,4858.0,6.53,6.57,3.91 +34055,0.36,Ideal,D,SI1,60.3,56.0,851.0,4.65,4.61,2.79 +51013,0.74,Ideal,I,SI1,62.3,57.0,2327.0,5.76,5.79,3.6 +606,0.74,Very Good,E,SI1,60.0,57.0,2839.0,5.85,5.89,3.52 +4872,1.0,Very Good,G,SI2,63.1,63.0,3713.0,6.33,6.23,3.96 +10950,1.03,Ideal,G,SI1,60.9,57.0,4900.0,6.54,6.5,3.97 +27968,0.3,Ideal,E,VS2,61.8,55.0,658.0,4.33,4.35,2.68 +9963,1.09,Good,H,SI1,62.4,64.0,4700.0,6.61,6.51,4.09 +31874,0.3,Very Good,H,VVS2,63.1,60.0,776.0,4.28,4.24,2.69 +33419,0.32,Premium,H,VVS2,62.1,58.0,828.0,4.39,4.34,2.71 +24997,2.2,Ideal,I,SI2,62.2,56.0,13512.0,8.33,8.29,5.17 +34109,0.3,Ideal,D,VVS1,62.1,56.0,853.0,4.31,4.32,2.68 +25425,1.51,Very Good,F,VS2,62.5,58.0,14165.0,7.21,7.36,4.55 +36879,0.42,Ideal,E,VS2,61.7,56.0,958.0,4.8,4.82,2.97 +440,0.9,Fair,J,VS2,65.0,56.0,2815.0,6.08,6.04,3.94 +12828,1.05,Ideal,F,SI2,61.9,56.0,5347.0,6.48,6.5,4.02 +40380,0.36,Ideal,D,VS1,61.7,55.0,1131.0,4.58,4.6,2.83 +50142,0.61,Ideal,E,VS1,62.2,56.0,2214.0,5.43,5.41,3.37 +4999,1.08,Good,J,SI2,63.2,59.0,3742.0,6.4,6.57,4.1 +37738,0.4,Ideal,G,VVS1,60.2,60.0,997.0,4.78,4.82,2.89 +32589,0.3,Ideal,D,VVS2,59.4,60.0,802.0,4.39,4.47,2.63 +7308,0.84,Very Good,D,SI1,59.9,54.0,4205.0,6.2,6.23,3.72 +38751,0.35,Ideal,E,VVS1,60.7,57.0,1044.0,4.53,4.57,2.76 +22222,1.57,Ideal,I,VS2,62.7,56.0,10278.0,7.36,7.4,4.63 +37694,0.35,Ideal,F,VVS1,60.6,57.0,994.0,4.57,4.6,2.78 +28469,0.27,Ideal,G,IF,61.0,56.0,672.0,4.17,4.19,2.55 +43685,0.5,Good,F,VS2,63.8,55.0,1436.0,5.03,5.06,3.22 +49964,0.3,Premium,E,SI2,61.7,61.0,540.0,4.31,4.28,2.65 +26151,1.78,Premium,H,VS1,60.2,59.0,15460.0,7.83,7.96,4.75 +1385,0.31,Very Good,G,VS2,62.6,56.0,559.0,4.33,4.37,2.72 +41530,0.42,Ideal,G,VVS1,61.1,56.0,1235.0,4.87,4.82,2.96 +45579,0.52,Ideal,G,VS1,61.1,55.0,1689.0,5.15,5.19,3.16 +53594,0.7,Good,G,VS2,62.6,61.0,2699.0,5.57,5.61,3.5 +752,0.77,Premium,F,SI1,60.8,59.0,2856.0,5.92,5.86,3.58 +35455,0.32,Ideal,E,VS2,62.8,54.0,900.0,4.38,4.35,2.74 +27708,0.36,Good,E,SI2,63.7,54.0,648.0,4.55,4.52,2.89 +24905,1.51,Very Good,G,VVS2,62.1,59.0,13337.0,7.28,7.34,4.54 +11443,0.72,Ideal,F,VVS1,60.8,56.0,5006.0,5.81,5.83,3.54 +8135,1.01,Very Good,E,SI2,59.6,61.0,4355.0,6.56,6.59,3.92 +46652,0.51,Ideal,D,VS2,61.5,57.0,1787.0,5.11,5.14,3.15 +7133,0.92,Ideal,G,SI1,62.6,56.0,4173.0,6.21,6.19,3.88 +2130,0.72,Ideal,H,VS2,61.7,56.0,3122.0,5.74,5.77,3.56 +37207,0.34,Ideal,G,IF,61.5,55.0,974.0,4.51,4.53,2.78 +10126,1.01,Very Good,D,SI2,61.5,56.0,4719.0,6.39,6.46,3.95 +4548,0.82,Very Good,E,VS2,62.6,60.0,3641.0,5.91,5.97,3.72 +9289,1.06,Ideal,F,SI2,60.7,57.0,4568.0,6.57,6.61,4.0 +23662,1.7,Premium,H,SI1,62.5,60.0,11709.0,7.54,7.49,4.7 +51488,0.7,Ideal,F,VS1,62.2,55.0,2381.0,5.72,5.69,3.55 +53842,0.8,Very Good,H,SI1,63.8,56.0,2739.0,5.85,5.91,3.75 +41791,0.41,Very Good,E,VVS2,61.6,60.0,1249.0,4.75,4.77,2.93 +27504,2.02,Premium,H,VS2,62.7,53.0,18207.0,8.02,7.95,0.0 +53514,0.73,Ideal,I,VS2,61.9,56.0,2686.0,5.77,5.8,3.59 +12638,1.0,Ideal,F,SI1,61.9,56.0,5292.0,6.41,6.36,3.95 +53117,0.7,Very Good,E,SI1,62.5,59.0,2617.0,5.66,5.7,3.55 +16499,1.11,Very Good,G,VS2,60.8,58.0,6593.0,6.65,6.7,4.06 +4410,0.31,Ideal,D,SI1,61.5,56.0,571.0,4.33,4.35,2.67 +4825,0.9,Premium,F,SI2,58.0,57.0,3704.0,6.41,6.34,3.7 +10939,1.01,Very Good,F,SI1,61.0,61.0,4899.0,6.44,6.47,3.94 +20853,1.24,Ideal,F,VS2,61.4,57.0,9073.0,6.98,6.86,4.25 +39660,0.42,Premium,G,VS2,59.5,59.0,1087.0,4.89,4.83,2.89 +34268,0.29,Very Good,H,VVS2,62.2,54.0,466.0,4.23,4.26,2.64 +34193,0.33,Premium,F,VS2,60.8,58.0,854.0,4.47,4.44,2.71 +12147,1.0,Good,E,SI1,63.7,60.0,5174.0,6.29,6.24,3.99 +32883,0.4,Premium,J,VS1,60.7,60.0,810.0,4.79,4.76,2.9 +26720,0.32,Good,G,VS1,63.2,55.0,645.0,4.37,4.39,2.77 +29645,0.35,Ideal,G,VS1,62.1,56.0,706.0,4.52,4.56,2.82 +14891,1.33,Ideal,J,SI1,62.5,56.0,5996.0,7.05,6.99,4.39 +50399,0.73,Ideal,F,SI2,61.5,55.0,2255.0,5.79,5.85,3.58 +37544,0.39,Ideal,F,VVS2,61.3,56.0,988.0,4.73,4.77,2.91 +30775,0.35,Ideal,G,VS1,61.3,54.0,741.0,4.58,4.63,2.83 +34061,0.36,Ideal,D,SI1,62.5,56.0,851.0,4.57,4.55,2.85 +41539,0.42,Ideal,D,VS1,61.5,54.0,1235.0,4.84,4.79,2.96 +38881,0.4,Ideal,D,VS2,60.4,56.0,1050.0,4.77,4.73,2.87 +25793,2.25,Very Good,H,SI2,61.2,63.0,14775.0,8.49,8.38,5.16 +34535,0.33,Ideal,G,VVS1,61.5,56.0,868.0,4.45,4.46,2.74 +19529,1.33,Very Good,F,SI1,63.3,56.0,8163.0,6.91,6.95,4.39 +7691,1.1,Very Good,H,SI1,63.0,58.0,4276.0,6.53,6.59,4.13 +52268,0.76,Premium,F,SI2,60.5,60.0,2491.0,5.92,5.89,3.57 +45513,0.55,Good,F,VS1,59.5,62.0,1682.0,5.3,5.35,3.17 +47219,0.5,Premium,F,VS1,61.8,60.0,1838.0,5.1,5.06,3.14 +4889,0.9,Ideal,G,SI2,62.3,56.0,3718.0,6.14,6.21,3.85 +43679,0.5,Very Good,F,VS2,60.6,58.0,1436.0,5.07,5.12,3.09 +36852,0.37,Premium,F,VS2,61.9,59.0,957.0,4.61,4.57,2.84 +38504,0.47,Good,H,VS1,65.1,59.0,1031.0,4.81,4.87,3.15 +50224,0.53,Ideal,E,VVS2,62.0,58.0,2230.0,5.16,5.2,3.21 +53612,0.35,Very Good,H,VS2,59.6,62.0,552.0,4.57,4.62,2.74 +50469,0.71,Very Good,H,SI1,60.7,60.0,2266.0,5.73,5.76,3.49 +42861,0.5,Very Good,F,VS2,60.8,61.0,1357.0,5.04,5.09,3.08 +46894,0.56,Premium,H,VVS2,59.8,57.0,1814.0,5.48,5.39,3.25 +39887,0.42,Premium,F,VS1,59.9,61.0,1103.0,4.88,4.84,2.91 +47645,0.23,Ideal,F,VVS2,62.3,56.0,530.0,3.95,4.01,2.48 +3110,0.74,Very Good,E,VS2,62.8,58.0,3323.0,5.73,5.76,3.61 +38411,0.35,Premium,G,VVS2,62.2,58.0,1024.0,4.54,4.49,2.81 +12453,1.34,Very Good,G,SI2,63.2,57.0,5245.0,6.98,6.95,4.4 +39036,0.37,Ideal,G,IF,62.1,55.0,1056.0,4.6,4.64,2.87 +7083,1.04,Premium,E,SI2,61.6,59.0,4164.0,6.55,6.57,4.04 +3107,0.86,Premium,E,SI1,61.9,61.0,3323.0,6.07,5.99,3.73 +22542,1.02,Premium,D,VVS2,61.4,58.0,10580.0,6.43,6.46,3.96 +31057,0.38,Very Good,F,VS2,59.7,57.0,752.0,4.73,4.79,2.84 +51136,0.65,Ideal,F,VS1,62.2,57.0,2340.0,5.6,5.53,3.46 +40639,0.41,Premium,E,VS1,62.8,58.0,1153.0,4.72,4.7,2.96 +52394,0.82,Fair,F,SI2,56.7,70.0,2508.0,6.28,6.16,3.53 +10889,1.02,Ideal,G,SI1,60.5,59.0,4882.0,6.55,6.51,3.95 +32565,0.43,Ideal,G,SI2,61.1,55.0,800.0,4.92,4.9,3.0 +10724,0.31,Premium,D,SI2,62.1,59.0,593.0,4.35,4.31,2.69 +41457,0.52,Premium,E,SI2,61.8,54.0,1229.0,5.18,5.15,3.19 +30101,0.32,Ideal,H,VS1,63.0,57.0,720.0,4.35,4.32,2.73 +46335,0.58,Premium,I,VVS1,62.6,59.0,1758.0,5.31,5.27,3.31 +51969,0.26,Ideal,H,IF,62.1,55.0,545.0,4.09,4.13,2.55 +3146,0.71,Ideal,G,VVS1,61.4,59.0,3332.0,5.7,5.76,3.52 +34479,0.38,Very Good,E,VS2,60.5,62.0,866.0,4.65,4.74,2.84 +608,0.7,Ideal,F,VS1,61.6,54.0,2839.0,5.75,5.72,3.53 +9113,0.9,Ideal,F,VS2,60.5,54.0,4531.0,6.22,6.17,3.75 +13076,1.26,Premium,D,SI2,61.9,58.0,5412.0,6.88,6.81,4.24 +17065,0.32,Ideal,G,SI1,63.0,56.0,612.0,4.38,4.35,2.75 +28476,0.32,Ideal,G,VS2,62.4,55.0,672.0,4.39,4.36,2.73 +26110,1.51,Ideal,F,VS1,62.5,57.0,15378.0,7.33,7.3,4.57 +41630,0.29,Good,F,VS1,64.4,54.0,504.0,4.21,4.24,2.72 +39641,0.51,Premium,I,SI1,61.3,58.0,1084.0,5.16,5.11,3.15 +39419,0.41,Ideal,F,VS1,61.3,57.0,1076.0,4.79,4.77,2.93 +28383,0.33,Very Good,I,VS1,63.1,56.0,668.0,4.4,4.38,2.77 +6368,0.32,Premium,H,SI1,61.3,60.0,576.0,4.42,4.36,2.69 +32563,0.31,Ideal,E,VS1,61.7,53.0,800.0,4.36,4.39,2.7 +30111,0.32,Premium,G,VS2,61.1,58.0,720.0,4.45,4.42,2.71 +50696,0.44,Ideal,D,VVS1,60.6,56.0,2290.0,4.95,4.99,3.01 +10056,0.27,Very Good,F,VVS1,62.0,55.0,591.0,4.16,4.16,2.59 +21543,1.5,Premium,G,SI1,61.2,58.0,9645.0,7.34,7.44,4.52 +36112,0.42,Premium,E,SI1,60.0,58.0,926.0,4.89,4.85,2.92 +1067,0.31,Premium,I,VS2,60.8,60.0,558.0,4.42,4.37,2.67 +31675,0.26,Ideal,F,VVS2,62.5,56.0,769.0,4.12,4.1,2.57 +42905,0.71,Fair,J,SI2,66.1,58.0,1362.0,5.53,5.43,3.62 +17484,1.1,Premium,G,VS2,59.4,60.0,7022.0,6.78,6.72,4.01 +43496,0.54,Good,G,VS2,63.2,55.0,1422.0,5.15,5.2,3.27 +18867,1.5,Good,F,SI2,62.4,55.0,7738.0,7.27,7.34,4.56 +8480,1.01,Very Good,F,SI2,62.7,59.0,4416.0,6.35,6.4,4.0 +10144,0.9,Ideal,F,SI1,61.3,56.0,4724.0,6.21,6.23,3.81 +33088,0.29,Very Good,F,IF,59.9,56.0,815.0,4.35,4.37,2.61 +28160,0.3,Ideal,H,VVS1,61.9,57.0,665.0,4.3,4.33,2.67 +22036,0.31,Ideal,H,VS2,62.0,57.0,628.0,4.38,4.33,2.7 +25358,0.28,Very Good,D,VVS2,62.2,59.0,642.0,4.18,4.21,2.61 +39942,0.28,Very Good,G,VS2,61.3,57.0,492.0,4.21,4.24,2.59 +1863,0.9,Good,G,SI2,63.7,62.0,3067.0,6.01,6.07,3.85 +39644,0.3,Premium,F,IF,61.6,58.0,1085.0,4.34,4.3,2.66 +14353,1.25,Ideal,H,SI2,61.2,57.0,5810.0,6.93,6.89,4.23 +34623,0.31,Premium,E,VS2,60.6,59.0,872.0,4.39,4.36,2.65 +39183,0.35,Ideal,D,VS2,61.9,55.0,1063.0,4.54,4.5,2.8 +94,0.71,Very Good,E,VS2,62.4,57.0,2759.0,5.68,5.73,3.56 +14503,1.14,Premium,H,VS2,61.3,59.0,5858.0,6.76,6.72,4.13 +42537,0.4,Ideal,D,VVS2,62.0,56.0,1323.0,4.74,4.71,2.93 +50237,0.62,Premium,H,VVS1,61.9,58.0,2232.0,5.49,5.46,3.39 +17858,1.33,Premium,H,SI1,61.1,61.0,7204.0,7.05,7.02,4.3 +9019,1.0,Very Good,H,VS2,63.3,60.0,4514.0,6.31,6.22,3.97 +7638,1.06,Very Good,I,SI1,60.4,59.0,4267.0,6.56,6.61,3.98 +36458,0.31,Ideal,D,VS2,62.1,55.0,942.0,4.35,4.32,2.69 +340,0.78,Premium,G,VS2,60.8,58.0,2803.0,6.03,5.95,3.64 +48051,0.7,Ideal,J,SI1,60.4,56.0,1926.0,5.71,5.74,3.46 +20995,1.59,Ideal,I,SI1,62.4,58.0,9209.0,7.43,7.48,4.65 +40003,0.41,Ideal,F,VS2,61.8,57.0,1107.0,4.79,4.75,2.95 +7536,0.92,Good,G,VS2,63.4,57.0,4243.0,6.17,6.23,3.93 +8446,1.01,Premium,H,VS2,62.3,58.0,4412.0,6.45,6.36,3.99 +13088,1.01,Good,G,VS2,64.4,58.0,5418.0,6.23,6.31,4.04 +8780,1.0,Very Good,H,SI1,63.4,56.0,4469.0,6.37,6.34,4.03 +52114,0.75,Very Good,G,SI1,62.3,59.0,2462.0,5.77,5.81,3.61 +27476,2.03,Premium,H,VS2,62.1,56.0,18139.0,8.2,8.12,5.07 +1892,0.76,Ideal,D,SI1,62.8,57.0,3075.0,5.81,5.85,3.66 +48666,0.75,Ideal,J,VS2,61.5,54.0,2001.0,5.87,5.9,3.62 +16136,1.01,Ideal,G,VS2,61.9,58.0,6449.0,6.37,6.43,3.96 +33144,0.31,Premium,G,VVS1,62.2,59.0,816.0,4.3,4.32,2.68 +35573,0.35,Ideal,F,VS2,61.4,56.0,906.0,4.56,4.53,2.79 +10065,0.32,Very Good,H,SI1,63.1,58.0,591.0,4.36,4.33,2.74 +17212,1.0,Very Good,D,VS2,62.6,56.0,6881.0,6.33,6.39,3.98 +29147,0.31,Ideal,E,VS1,61.1,54.0,692.0,4.37,4.4,2.68 +21563,1.75,Ideal,J,VS2,62.1,57.0,9663.0,7.71,7.66,4.77 +17040,1.3,Premium,I,VS1,62.2,59.0,6806.0,6.91,6.97,4.32 +17163,1.02,Ideal,E,VS2,62.7,56.0,6854.0,6.44,6.38,4.02 +24199,1.53,Very Good,E,SI1,62.6,57.0,12386.0,7.25,7.41,4.59 +13247,1.2,Premium,I,VS2,62.1,59.0,5474.0,6.77,6.72,4.19 +45791,0.55,Ideal,F,VS2,61.7,56.0,1709.0,5.25,5.31,3.26 +15736,1.32,Very Good,G,SI2,62.9,57.0,6294.0,6.94,6.98,4.38 +32572,0.38,Very Good,F,VS2,62.8,57.0,800.0,4.58,4.62,2.89 +3753,0.7,Ideal,D,SI1,61.8,56.0,3454.0,5.7,5.72,3.53 +13807,1.08,Ideal,H,VS2,61.8,56.0,5625.0,6.59,6.55,4.06 +43206,0.62,Ideal,G,SI2,60.6,57.0,1395.0,5.53,5.56,3.36 +15368,0.3,Ideal,F,VS2,60.9,56.0,605.0,4.32,4.35,2.64 +32278,0.36,Ideal,F,VS1,60.1,57.0,789.0,4.62,4.67,2.79 +44358,0.56,Ideal,G,VS2,62.0,56.0,1580.0,5.28,5.3,3.28 +41405,0.56,Ideal,J,VS2,62.0,56.0,1224.0,5.27,5.31,3.28 +51031,0.71,Ideal,E,SI1,61.5,57.0,2329.0,5.78,5.74,3.54 +50260,0.5,Ideal,E,VVS2,61.5,57.0,2236.0,5.09,5.12,3.14 +9816,1.09,Ideal,G,SI2,61.2,57.0,4670.0,6.68,6.63,4.07 +6722,0.3,Ideal,H,VVS2,61.0,55.0,577.0,4.33,4.34,2.65 +14146,1.22,Very Good,E,SI2,63.3,56.0,5739.0,6.78,6.75,4.28 +23059,2.2,Very Good,H,SI2,63.3,57.0,11088.0,8.28,8.17,5.21 +3392,0.27,Very Good,E,VVS2,59.7,61.0,567.0,4.24,4.27,2.54 +3208,0.91,Premium,F,SI2,63.0,59.0,3346.0,6.17,6.12,3.87 +31871,0.3,Premium,H,VVS2,61.5,58.0,776.0,4.3,4.28,2.64 +6410,0.77,Ideal,D,VS1,62.2,55.0,4039.0,5.85,5.88,3.65 +46553,0.51,Ideal,E,VS2,62.6,55.0,1781.0,5.11,5.08,3.19 +47950,0.31,Ideal,D,IF,60.5,57.0,1917.0,4.39,4.41,2.66 +36,0.23,Good,F,VS1,58.2,59.0,402.0,4.06,4.08,2.37 +29851,0.3,Premium,D,VS2,60.7,60.0,710.0,4.33,4.37,2.64 +40620,0.26,Very Good,F,VS1,60.4,56.0,499.0,4.14,4.16,2.51 +26766,2.06,Premium,G,SI2,61.8,58.0,16587.0,8.15,8.1,5.02 +49751,0.63,Very Good,G,VS1,63.1,58.0,2157.0,5.42,5.46,3.43 +12245,1.01,Premium,F,SI1,62.6,58.0,5202.0,6.37,6.32,3.97 +20335,1.5,Premium,G,SI2,60.7,61.0,8736.0,7.36,7.33,4.46 +40426,0.54,Very Good,I,SI1,63.2,57.0,1135.0,5.17,5.21,3.28 +43244,0.38,Ideal,D,VVS1,61.8,56.0,1400.0,4.63,4.66,2.87 +7471,1.0,Premium,F,SI1,62.1,60.0,4234.0,6.29,6.23,3.88 +15575,1.01,Good,G,VS1,58.7,62.0,6247.0,6.49,6.55,3.83 +32223,0.31,Ideal,G,VVS1,62.0,56.0,789.0,4.38,4.4,2.72 +49370,0.56,Very Good,E,VVS2,62.6,57.0,2100.0,5.25,5.23,3.28 +36257,0.41,Ideal,E,VS2,62.1,56.0,935.0,4.74,4.76,2.95 +36565,0.3,Premium,G,VVS1,59.8,62.0,945.0,4.36,4.33,2.6 +18906,1.52,Premium,J,VS2,62.0,59.0,7758.0,7.28,7.31,4.52 +48028,0.57,Ideal,H,VS1,61.0,57.0,1922.0,5.37,5.34,3.26 +45978,0.3,Premium,H,VS1,61.0,58.0,526.0,4.28,4.31,2.62 +42630,0.32,Ideal,H,VS2,62.0,57.0,505.0,4.35,4.39,2.71 +47883,0.6,Very Good,G,VS1,61.6,56.0,1912.0,5.4,5.44,3.34 +29186,0.3,Ideal,E,VS1,62.5,56.0,694.0,4.27,4.31,2.68 +13680,1.02,Very Good,D,SI1,63.5,61.0,5598.0,6.35,6.27,4.01 +30255,0.3,Very Good,G,VVS1,60.7,56.0,725.0,4.32,4.35,2.63 +48428,0.57,Ideal,G,VS1,61.4,55.0,1972.0,5.34,5.38,3.29 +15550,1.0,Ideal,G,VS2,58.9,60.0,6235.0,6.53,6.58,3.86 +6915,0.9,Premium,G,VS2,62.4,61.0,4137.0,6.17,6.13,3.84 +30288,0.3,Very Good,G,SI1,62.6,57.0,447.0,4.25,4.34,2.69 +29691,0.31,Ideal,H,VVS1,62.2,54.0,707.0,4.36,4.39,2.72 +9577,1.0,Premium,D,SI2,59.5,62.0,4626.0,6.52,6.49,3.87 +6090,1.02,Very Good,F,SI2,59.6,59.0,3974.0,6.51,6.54,3.89 +22663,1.04,Ideal,D,VS1,61.6,57.0,10709.0,6.52,6.56,4.03 +38997,0.52,Ideal,H,SI2,61.0,55.0,1054.0,5.19,5.23,3.18 +21936,1.01,Fair,D,SI2,64.6,58.0,10011.0,6.25,6.2,4.02 +18824,1.26,Ideal,G,SI1,61.9,56.0,7711.0,6.92,6.98,4.3 +3651,0.91,Very Good,E,SI2,60.0,60.0,3438.0,6.23,6.28,3.75 +51750,0.78,Very Good,H,SI2,62.6,59.0,2405.0,5.81,5.85,3.65 +52640,0.24,Very Good,F,VVS2,60.5,59.0,552.0,3.98,4.05,2.43 +15216,1.01,Premium,G,VS2,62.1,54.0,6108.0,6.5,6.36,3.99 +17983,1.2,Premium,E,SI1,60.9,57.0,7274.0,6.86,6.8,4.16 +6406,1.03,Premium,H,SI2,62.1,59.0,4038.0,6.47,6.42,4.0 +36138,0.33,Ideal,E,VS2,60.8,57.0,928.0,4.47,4.45,2.71 +1005,0.79,Ideal,G,SI1,62.3,57.0,2898.0,5.9,5.85,3.66 +7557,1.15,Premium,E,SI2,62.5,58.0,4250.0,6.65,6.72,4.18 +22206,1.7,Very Good,H,SI2,60.8,56.0,10255.0,7.67,7.72,4.68 +50599,0.61,Ideal,F,VS1,61.8,57.0,2283.0,5.43,5.47,3.37 +50312,0.7,Premium,F,SI1,59.4,60.0,2239.0,5.77,5.74,3.42 +36528,0.42,Ideal,I,VVS1,60.2,57.0,945.0,4.88,4.85,2.93 +49297,0.3,Ideal,H,VS1,62.2,54.0,539.0,4.29,4.33,2.68 +42203,0.4,Good,F,VVS1,59.2,64.0,1287.0,4.8,4.83,2.85 +929,0.73,Premium,F,VS2,59.9,58.0,2882.0,5.87,5.84,3.51 +6573,1.0,Premium,E,SI2,62.6,56.0,4077.0,6.43,6.39,4.01 +5815,1.02,Ideal,I,SI2,62.7,57.0,3913.0,6.43,6.4,4.02 +38035,0.32,Ideal,E,VVS2,61.5,56.0,1010.0,4.41,4.44,2.72 +10261,1.01,Premium,E,SI2,61.5,58.0,4751.0,6.43,6.4,3.95 +9265,0.92,Premium,E,SI1,62.2,58.0,4562.0,6.18,6.23,3.86 +25451,1.51,Very Good,D,VS2,63.1,62.0,14205.0,7.24,7.22,4.56 +43936,0.3,Good,G,VS2,58.5,64.0,515.0,4.42,4.37,2.57 +12820,1.01,Ideal,F,SI1,60.9,55.0,5345.0,6.5,6.48,3.95 +32746,0.33,Ideal,D,VS2,60.7,56.0,803.0,4.48,4.5,2.73 +26551,2.06,Ideal,G,SI2,62.9,56.0,16235.0,8.13,8.04,5.08 +47609,0.53,Very Good,F,VVS2,59.6,56.0,1880.0,5.27,5.31,3.16 +36860,0.42,Ideal,E,VS2,61.8,57.0,958.0,4.77,4.81,2.96 +4942,0.58,Ideal,D,VVS1,62.1,55.0,3732.0,5.33,5.37,3.32 +784,0.53,Ideal,F,VVS1,61.4,57.0,2860.0,5.23,5.2,3.2 +19334,1.16,Ideal,D,VS2,62.1,57.0,8038.0,6.7,6.73,4.17 +39302,0.38,Premium,E,VS1,60.2,58.0,1069.0,4.71,4.66,2.82 +22676,1.5,Ideal,H,SI1,61.3,57.0,10725.0,7.38,7.4,4.53 +49333,0.7,Very Good,H,SI2,63.4,55.0,2094.0,5.59,5.64,3.56 +18573,1.51,Premium,I,SI2,59.7,59.0,7577.0,7.48,7.46,4.46 +28775,0.43,Very Good,F,SI2,61.6,59.0,681.0,4.8,4.84,2.97 +19921,1.0,Very Good,F,VVS2,63.2,56.0,8467.0,6.42,6.37,4.04 +50538,0.7,Very Good,E,SI1,61.3,61.0,2275.0,5.66,5.7,3.48 +3372,0.32,Ideal,G,SI2,61.3,56.0,407.0,4.44,4.47,2.73 +6026,1.0,Fair,G,SI1,65.2,62.0,3965.0,6.19,6.08,4.01 +9283,1.01,Very Good,E,SI2,60.9,58.0,4566.0,6.45,6.49,3.94 +46054,0.51,Ideal,E,SI1,61.7,56.0,1732.0,5.13,5.17,3.18 +33030,0.3,Ideal,D,VVS2,62.1,57.0,814.0,4.27,4.3,2.66 +19801,1.71,Premium,I,SI2,59.0,60.0,8366.0,7.86,7.83,4.63 +53789,0.77,Ideal,F,SI2,61.3,56.0,2729.0,5.89,5.92,3.62 +51210,0.74,Very Good,I,SI1,63.8,58.0,2352.0,5.72,5.76,3.66 +32698,0.31,Premium,F,VS2,61.6,58.0,802.0,4.38,4.35,2.69 +1815,0.61,Ideal,E,VVS2,60.8,56.0,3056.0,5.5,5.47,3.34 +43237,0.51,Very Good,D,SI1,62.2,58.0,1398.0,5.08,5.11,3.17 +28350,0.33,Very Good,G,VS1,60.1,61.0,666.0,4.44,4.48,2.68 +1829,0.71,Very Good,E,VS1,61.8,56.0,3059.0,5.74,5.78,3.56 +188,0.71,Premium,F,VS2,62.1,58.0,2777.0,5.67,5.7,3.53 +4921,1.21,Good,E,I1,63.3,63.0,3726.0,6.67,6.72,4.24 +11632,1.0,Very Good,E,SI1,63.3,57.0,5051.0,6.3,6.36,4.01 +7787,1.01,Good,E,SI2,61.4,64.0,4285.0,6.29,6.42,3.9 +6383,0.25,Premium,E,VVS2,62.0,59.0,576.0,4.05,4.08,2.52 +39223,0.7,Fair,J,I1,64.7,59.0,1066.0,5.59,5.5,3.59 +989,0.73,Ideal,E,SI2,61.5,55.0,2896.0,5.82,5.86,3.59 +32532,0.35,Very Good,H,VVS1,61.2,60.0,798.0,4.5,4.55,2.77 +24473,1.52,Premium,G,VS2,60.9,61.0,12738.0,7.41,7.38,4.5 +52885,0.74,Ideal,F,SI1,62.2,54.0,2583.0,5.79,5.85,3.62 +48045,0.7,Very Good,E,SI1,63.3,58.0,1926.0,5.63,5.57,3.55 +16874,1.01,Very Good,H,VVS1,60.6,56.0,6733.0,6.5,6.53,3.95 +27472,1.78,Ideal,F,VS2,60.9,56.0,18128.0,7.85,7.88,4.79 +31358,0.27,Ideal,F,IF,63.0,55.0,760.0,4.13,4.16,2.61 +11818,1.03,Ideal,H,SI1,62.0,56.0,5093.0,6.44,6.49,4.01 +921,0.72,Ideal,F,VS1,62.0,56.0,2879.0,5.76,5.73,3.56 +13246,1.2,Very Good,G,SI2,60.2,63.0,5474.0,6.81,6.84,4.11 +6454,0.93,Premium,H,VS2,61.0,60.0,4050.0,6.29,6.26,3.82 +52355,0.77,Very Good,I,VS1,62.6,55.0,2501.0,5.85,5.9,3.68 +2931,0.83,Ideal,F,SI1,60.7,57.0,3290.0,6.02,6.1,3.68 +23252,1.58,Ideal,H,VS2,62.7,56.0,11262.0,7.39,7.44,4.65 +7171,0.92,Premium,E,SI1,59.4,62.0,4183.0,6.3,6.24,3.73 +24657,1.73,Very Good,H,VS2,61.7,56.0,12998.0,7.64,7.7,4.73 +21041,0.31,Ideal,F,VS2,62.6,57.0,625.0,4.27,4.33,2.69 +6603,1.0,Good,F,SI2,63.8,58.0,4081.0,6.28,6.33,4.02 +31940,0.3,Premium,F,VS2,60.4,58.0,776.0,4.33,4.31,2.61 +16322,1.08,Premium,G,VS2,62.3,58.0,6532.0,6.54,6.5,4.06 +43775,0.54,Very Good,E,SI1,63.2,57.0,1440.0,5.15,5.2,3.27 +11103,1.19,Good,J,VS1,63.6,54.0,4931.0,6.78,6.74,4.3 +5725,0.25,Very Good,E,VVS2,60.5,59.0,575.0,4.06,4.1,2.47 +33580,0.38,Ideal,H,VVS2,62.1,53.9,832.0,4.64,4.69,2.9 +4519,1.0,Fair,G,SI1,43.0,59.0,3634.0,6.32,6.27,3.97 +49686,0.56,Ideal,E,VS1,61.9,57.0,2145.0,5.31,5.29,3.28 +49066,0.56,Ideal,G,VVS2,60.7,56.0,2058.0,5.32,5.33,3.23 +51255,0.7,Premium,D,SI1,61.8,59.0,2355.0,5.64,5.6,3.47 +113,0.9,Premium,I,VS2,63.0,58.0,2761.0,6.16,6.12,3.87 +455,0.71,Premium,E,VS2,62.3,58.0,2817.0,5.69,5.65,3.53 +2980,1.05,Ideal,G,SI2,59.6,57.0,3299.0,6.58,6.53,3.91 +52259,0.7,Ideal,I,VVS1,61.4,55.0,2489.0,5.7,5.76,3.52 +45893,0.52,Ideal,F,VS2,62.5,54.0,1720.0,5.17,5.14,3.22 +14944,1.2,Very Good,H,SI1,62.5,59.0,6019.0,6.66,6.72,4.18 +29945,0.27,Very Good,H,VVS2,61.2,58.0,445.0,4.16,4.2,2.56 +44395,0.4,Ideal,F,IF,60.9,57.0,1583.0,4.81,4.84,2.94 +9549,1.0,Very Good,F,SI1,60.3,61.0,4620.0,6.38,6.43,3.86 +29698,0.31,Ideal,H,VVS1,61.5,54.0,707.0,4.36,4.39,2.69 +47082,0.69,Ideal,H,SI1,62.1,57.0,1822.0,5.65,5.62,3.5 +46584,0.55,Ideal,G,VS1,61.6,55.0,1786.0,5.29,5.32,3.27 +5120,0.72,Very Good,F,VVS1,62.1,55.0,3762.0,5.72,5.78,3.57 +25978,2.1,Premium,G,SI2,62.6,56.0,15175.0,8.2,8.16,5.12 +51991,0.56,Ideal,G,IF,61.8,56.0,2442.0,5.28,5.34,3.28 +48726,0.52,Ideal,G,VVS2,61.5,56.0,2012.0,5.2,5.18,3.19 +11126,1.0,Ideal,F,SI1,62.4,55.0,4939.0,6.45,6.37,4.0 +19036,0.3,Ideal,E,VS2,61.3,58.0,621.0,4.3,4.32,2.64 +33726,0.38,Ideal,E,SI1,61.4,57.0,838.0,4.67,4.64,2.86 +13032,0.41,Good,G,I1,63.8,56.0,600.0,4.74,4.7,3.01 +5990,0.9,Very Good,F,SI1,62.5,59.0,3954.0,6.06,6.13,3.81 +20278,1.12,Ideal,G,VVS2,62.1,54.8,8701.0,6.64,6.66,4.13 +24433,2.01,Very Good,J,VS2,62.1,60.0,12683.0,7.88,8.0,4.93 +17392,0.32,Ideal,D,SI2,61.1,56.0,612.0,4.41,4.39,2.69 +39764,0.36,Ideal,E,VS1,62.0,56.0,1094.0,4.59,4.57,2.84 +53814,0.7,Very Good,D,SI1,63.4,58.0,2734.0,5.63,5.66,3.58 +20694,1.01,Ideal,F,VVS2,61.6,56.0,8971.0,6.43,6.49,3.98 +22589,1.52,Premium,G,VS1,58.8,61.0,10640.0,7.54,7.45,4.41 +3960,0.83,Premium,E,SI1,58.4,59.0,3506.0,6.22,6.18,3.62 +22734,1.59,Ideal,I,VS2,61.7,57.0,10752.0,7.47,7.52,4.62 +39487,0.41,Very Good,E,VS1,59.8,61.0,1079.0,4.79,4.85,2.88 +38206,0.43,Premium,F,SI1,61.3,60.0,1016.0,4.86,4.83,2.97 +8195,1.04,Premium,H,SI2,61.5,59.0,4368.0,6.54,6.51,4.01 +36291,0.32,Very Good,G,SI1,60.9,56.0,477.0,4.41,4.45,2.7 +29133,0.33,Very Good,G,VVS2,61.9,56.0,692.0,4.46,4.49,2.77 +2427,0.8,Ideal,I,VVS1,61.7,56.0,3181.0,5.98,5.92,3.67 +896,1.0,Fair,H,SI2,67.7,60.0,2875.0,6.11,5.98,4.09 +6023,1.18,Premium,E,I1,62.5,58.0,3965.0,6.75,6.62,4.18 +31948,0.3,Ideal,F,VS2,61.6,57.0,776.0,4.32,4.28,2.65 +23944,2.03,Premium,J,SI2,61.7,61.0,12078.0,8.18,8.04,5.0 +50458,0.7,Good,F,SI1,58.7,61.0,2264.0,5.77,5.81,3.4 +950,0.71,Very Good,F,VS1,62.8,56.0,2889.0,5.69,5.72,3.58 +4113,0.9,Good,H,VS2,64.0,57.0,3538.0,6.14,6.11,3.92 +37523,0.47,Good,D,SI1,63.8,59.0,987.0,4.9,4.88,3.12 +17707,0.3,Very Good,F,VVS2,64.1,55.0,613.0,4.2,4.25,2.71 +4580,0.92,Premium,G,SI2,62.9,58.0,3650.0,6.21,6.15,3.89 +1513,0.81,Premium,D,SI2,61.7,58.0,2994.0,5.97,5.93,3.67 +34784,0.4,Ideal,G,VS1,62.4,57.0,877.0,4.72,4.74,2.95 +18628,1.02,Premium,G,VVS2,62.6,59.0,7602.0,6.41,6.46,4.03 +45077,0.52,Ideal,E,VS2,61.0,57.0,1644.0,5.19,5.21,3.17 +10292,1.0,Premium,D,SI2,61.6,60.0,4758.0,6.37,6.33,3.91 +6095,0.81,Ideal,E,VS2,61.5,57.0,3975.0,6.0,6.06,3.71 +18642,1.53,Premium,H,SI1,62.0,60.0,7608.0,7.31,7.27,4.55 +15003,1.0,Ideal,E,VS2,62.0,55.0,6043.0,6.42,6.38,3.97 +5160,0.9,Good,F,SI2,58.0,57.0,3770.0,6.34,6.41,3.7 +5052,0.31,Premium,H,SI1,62.4,60.0,573.0,4.34,4.32,2.7 +23529,1.51,Very Good,G,VS2,62.1,57.0,11532.0,7.37,7.32,4.5 +14577,1.2,Very Good,H,SI2,61.5,58.0,5884.0,6.78,6.84,4.19 +41435,0.57,Premium,E,SI2,61.0,60.0,1228.0,5.32,5.36,3.26 +12842,1.21,Premium,I,SI1,61.6,58.0,5353.0,6.89,6.84,4.23 +49075,0.64,Very Good,H,VVS2,60.0,59.0,2060.0,5.59,5.65,3.37 +26658,2.59,Ideal,J,VS1,61.7,56.0,16465.0,8.83,8.77,5.43 +41488,0.52,Ideal,I,VS2,61.9,58.0,1232.0,5.14,5.17,3.19 +50793,0.71,Ideal,F,SI2,62.2,56.0,2304.0,5.71,5.74,3.56 +45898,0.52,Ideal,D,SI1,60.0,56.0,1720.0,5.24,5.19,3.13 +37898,0.41,Ideal,F,VS1,61.9,55.0,1007.0,4.76,4.8,2.96 +32277,0.36,Ideal,F,VS1,62.5,57.0,789.0,4.53,4.56,2.84 +22543,1.61,Very Good,E,SI2,60.4,58.0,10580.0,7.59,7.64,4.6 +16905,1.03,Premium,G,VS1,62.2,59.0,6749.0,6.46,6.41,4.0 +22102,1.51,Good,H,VS1,59.9,61.0,10129.0,7.34,7.39,4.41 +11755,1.01,Very Good,F,SI1,62.4,60.0,5078.0,6.35,6.4,3.98 +37943,0.27,Very Good,H,VVS2,62.1,57.0,486.0,4.1,4.15,2.56 +50386,0.52,Ideal,F,VVS1,61.9,55.0,2251.0,5.17,5.2,3.21 +14647,1.05,Ideal,D,SI1,61.7,56.0,5914.0,6.53,6.59,4.05 +16692,0.36,Premium,J,SI1,61.3,60.0,421.0,4.52,4.59,2.79 +277,0.71,Very Good,E,VS2,60.7,56.0,2795.0,5.81,5.82,3.53 +25129,1.5,Premium,F,VS2,62.8,58.0,13680.0,7.21,7.16,4.51 +32983,0.37,Ideal,E,VS2,62.3,56.0,811.0,4.56,4.59,2.85 +14565,1.01,Fair,E,VS2,65.3,59.0,5882.0,6.15,6.1,4.0 +45544,0.51,Ideal,D,SI1,61.8,55.0,1687.0,5.18,5.14,3.19 +50561,0.72,Very Good,H,SI1,61.5,56.0,2277.0,5.77,5.8,3.56 +12343,1.01,Premium,E,SI1,62.8,60.0,5226.0,6.39,6.38,4.01 +41338,0.46,Very Good,G,VVS2,62.7,53.0,1216.0,4.93,4.96,3.1 +22012,1.52,Good,H,SI1,63.8,60.0,10078.0,7.3,7.24,4.64 +1207,0.76,Premium,E,SI1,58.3,62.0,2937.0,6.12,5.95,3.52 +30831,0.33,Premium,I,VVS2,61.5,58.0,743.0,4.45,4.43,2.73 +44404,0.55,Ideal,H,SI1,61.4,56.0,1584.0,5.28,5.31,3.25 +24451,1.37,Premium,E,VS1,59.4,60.0,12713.0,7.27,7.2,4.3 +8752,0.9,Very Good,H,VS1,61.7,58.0,4466.0,6.18,6.26,3.84 +16046,0.3,Premium,H,VS2,60.9,61.0,608.0,4.3,4.27,2.61 +13162,1.01,Very Good,D,SI1,61.6,60.0,5443.0,6.43,6.47,3.97 +7254,1.01,Premium,F,SI2,58.8,62.0,4197.0,6.49,6.46,3.81 +23677,1.76,Ideal,I,VS1,62.0,57.0,11722.0,7.74,7.71,4.79 +20812,1.04,Premium,G,IF,61.3,58.0,9039.0,6.52,6.43,3.97 +13286,1.0,Premium,D,SI1,59.5,60.0,5488.0,6.49,6.42,3.84 +10793,1.07,Good,G,SI1,63.1,59.0,4861.0,6.45,6.49,4.08 +43258,0.5,Ideal,G,VS2,61.6,55.0,1400.0,5.11,5.14,3.16 +52580,0.7,Ideal,E,SI1,60.6,57.0,2537.0,5.71,5.77,3.48 +10336,1.09,Good,F,SI2,63.2,58.0,4766.0,6.49,6.54,4.12 +46865,0.53,Ideal,G,VS1,62.6,54.0,1813.0,5.19,5.16,3.24 +24917,1.63,Ideal,F,SI1,61.5,56.0,13363.0,7.55,7.58,4.66 +2601,1.18,Very Good,E,I1,59.9,63.0,3219.0,6.8,6.85,4.09 +35302,0.3,Very Good,H,VS2,61.1,61.0,473.0,4.31,4.33,2.64 +36974,0.38,Good,G,VS1,63.9,60.0,962.0,4.59,4.52,2.91 +44852,0.5,Ideal,H,VS2,61.7,55.0,1626.0,5.11,5.14,3.16 +57,0.3,Premium,J,SI2,59.3,61.0,405.0,4.43,4.38,2.61 +22508,1.15,Ideal,D,VS2,61.0,57.0,10546.0,6.76,6.78,4.13 +41595,0.23,Very Good,E,VS1,62.8,55.0,391.0,3.88,3.9,2.44 +47728,0.54,Very Good,F,VS2,62.0,59.0,1889.0,5.16,5.22,3.22 +23548,1.71,Ideal,I,VS2,60.5,56.0,11559.0,7.73,7.71,4.67 +51558,0.52,Ideal,F,VVS1,62.0,54.0,2388.0,5.16,5.19,3.2 +32942,0.34,Ideal,I,SI1,60.2,57.0,459.0,4.5,4.54,2.72 +18730,1.7,Premium,J,SI2,63.0,60.0,7650.0,7.59,7.53,4.76 +5866,0.78,Very Good,D,VS1,61.5,57.0,3923.0,5.92,5.95,3.65 +27786,0.41,Premium,H,SI2,60.9,60.0,649.0,4.84,4.81,2.94 +21265,1.51,Very Good,I,VVS2,61.9,56.0,9416.0,7.35,7.38,4.56 +12517,1.01,Very Good,H,VS2,63.1,59.0,5260.0,6.34,6.3,3.99 +16160,1.5,Premium,H,SI2,62.1,58.0,6458.0,7.31,7.21,4.51 +23262,1.51,Premium,H,VS2,62.9,59.0,11268.0,7.31,7.25,4.58 +40582,0.4,Ideal,H,IF,61.9,56.0,1153.0,4.72,4.75,2.93 +46168,0.5,Premium,E,VS2,61.4,58.0,1746.0,5.12,5.07,3.13 +8040,1.01,Ideal,I,SI2,62.5,57.0,4336.0,6.38,6.45,4.01 +22244,1.08,Ideal,E,VVS2,62.5,57.0,10300.0,6.52,6.57,4.09 +17753,1.19,Very Good,H,VS1,62.4,59.0,7147.0,6.73,6.79,4.22 +43887,0.54,Ideal,I,VS1,63.1,55.0,1453.0,5.18,5.22,3.27 +12507,0.91,Premium,D,VS2,62.0,58.0,5259.0,6.15,6.2,3.83 +33215,0.31,Ideal,F,VS1,61.4,55.0,821.0,4.39,4.4,2.7 +724,0.34,Good,G,VS2,57.5,61.0,556.0,4.6,4.66,2.66 +33133,0.31,Premium,G,VVS1,60.7,58.0,816.0,4.37,4.4,2.66 +40401,0.34,Ideal,D,VVS1,61.5,56.0,1133.0,4.47,4.5,2.76 +42326,0.41,Very Good,F,VVS1,58.9,58.0,1295.0,4.84,4.87,2.86 +45999,0.54,Ideal,F,VS1,61.8,54.0,1724.0,5.24,5.27,3.25 +25915,1.54,Ideal,G,VVS2,62.5,57.0,15059.0,7.3,7.36,4.58 +29762,0.35,Premium,I,VS1,61.1,60.0,709.0,4.58,4.52,2.78 +37876,0.32,Ideal,E,IF,60.6,60.0,1004.0,4.43,4.45,2.69 +22594,1.5,Fair,G,VS2,66.2,53.0,10644.0,7.12,7.08,4.7 +3735,0.35,Ideal,J,IF,61.8,55.0,569.0,4.54,4.56,2.81 +50523,0.7,Very Good,E,SI2,63.1,56.0,2273.0,5.66,5.63,3.56 +7257,1.01,Ideal,F,SI2,60.8,55.0,4197.0,6.52,6.48,3.95 +48325,0.23,Ideal,G,IF,61.7,55.0,536.0,3.94,3.98,2.44 +52153,0.7,Very Good,F,VS2,62.4,56.0,2473.0,5.63,5.66,3.52 +36627,0.24,Very Good,D,VVS2,61.9,58.0,478.0,4.02,4.03,2.49 +50773,0.71,Fair,G,SI2,64.4,58.0,2300.0,5.59,5.56,3.59 +35575,0.35,Ideal,F,VS2,61.5,57.0,906.0,4.56,4.52,2.79 +41965,0.23,Very Good,E,VVS2,62.7,55.0,505.0,3.9,3.95,2.46 +53657,0.76,Premium,D,SI2,58.8,57.0,2706.0,6.03,5.98,3.51 +426,0.51,Ideal,F,VVS1,62.0,57.0,2812.0,5.15,5.11,3.18 +35404,0.32,Ideal,F,VS1,61.3,56.0,900.0,4.44,4.4,2.71 +20696,1.03,Ideal,E,VVS2,61.9,57.0,8972.0,6.5,6.46,4.01 +21167,1.17,Ideal,G,VS1,61.7,57.0,9326.0,6.71,6.75,4.15 +17872,1.03,Ideal,G,VS1,62.2,59.0,7211.0,6.48,6.42,4.01 +30218,0.33,Ideal,E,VS2,62.0,56.0,723.0,4.46,4.48,2.77 +1966,0.73,Ideal,G,SI1,61.9,55.0,3089.0,5.76,5.8,3.58 +48029,0.74,Very Good,J,SI2,59.1,58.0,1923.0,5.93,5.99,3.52 +40716,0.59,Very Good,H,SI2,60.3,56.0,1160.0,5.43,5.48,3.29 +42410,0.42,Ideal,G,IF,62.0,57.0,1310.0,4.82,4.8,2.98 +32412,0.41,Ideal,D,SI1,60.3,57.0,791.0,4.82,4.86,2.92 +13763,1.1,Ideal,G,SI1,61.6,56.0,5610.0,6.59,6.68,4.09 +27880,0.4,Ideal,I,SI1,62.2,55.0,654.0,4.72,4.77,2.95 +26268,1.68,Ideal,G,VS2,62.5,54.0,15740.0,7.61,7.64,4.76 +23777,1.51,Very Good,G,SI1,60.3,57.0,11836.0,7.44,7.48,4.5 +2649,0.59,Very Good,D,VVS1,61.8,57.0,3234.0,5.37,5.41,3.33 +53031,0.72,Ideal,I,VVS2,61.6,57.0,2602.0,5.73,5.76,3.54 +46547,0.51,Premium,E,VS2,61.3,60.0,1781.0,5.16,5.11,3.15 +38741,0.4,Very Good,H,IF,64.0,56.0,1044.0,4.66,4.69,2.99 +11259,1.11,Ideal,E,SI2,61.2,57.0,4969.0,6.7,6.74,4.11 +41000,0.49,Good,F,VS1,59.5,62.0,1182.0,5.09,5.22,3.06 +53124,0.74,Very Good,E,SI2,63.1,57.0,2617.0,5.8,5.76,3.65 +36935,0.24,Very Good,E,VVS1,63.4,57.0,478.0,3.91,3.95,2.49 +26569,2.38,Premium,J,VS2,62.6,59.0,16273.0,8.52,8.49,5.32 +15477,1.2,Very Good,H,SI1,62.4,60.0,6199.0,6.75,6.71,4.2 +9682,1.0,Ideal,I,SI1,62.5,56.0,4649.0,6.38,6.41,4.0 +50625,0.3,Ideal,E,SI2,62.1,55.0,401.0,4.3,4.33,2.68 +52404,0.72,Ideal,I,VS2,62.2,56.0,2511.0,5.69,5.75,3.56 +7086,0.9,Very Good,E,SI1,61.3,57.0,4165.0,6.24,6.29,3.84 +22046,0.31,Premium,I,VS1,62.3,59.0,628.0,4.35,4.29,2.69 +51771,0.73,Very Good,E,SI2,63.3,57.0,2409.0,5.72,5.69,3.61 +8421,1.15,Very Good,I,SI2,62.0,58.0,4405.0,6.69,6.73,4.16 +9983,1.5,Fair,I,I1,69.7,56.0,4704.0,6.94,6.9,4.82 +42741,0.51,Very Good,E,SI1,61.0,58.0,1343.0,5.1,5.13,3.12 +38500,0.4,Ideal,E,VVS1,60.6,56.0,1031.0,4.77,4.8,2.9 +6115,0.77,Ideal,D,VS2,61.6,55.0,3980.0,5.88,5.91,3.63 +33989,0.42,Very Good,G,VS2,60.1,61.0,847.0,4.81,4.84,2.9 +47633,0.51,Ideal,D,VS2,60.9,56.0,1882.0,5.19,5.16,3.15 +30305,0.34,Premium,F,VS1,60.0,59.0,725.0,4.59,4.55,2.74 +14776,1.01,Ideal,G,VS2,62.4,56.0,5946.0,6.42,6.39,4.0 +2383,0.32,Very Good,H,VS1,62.8,58.0,561.0,4.35,4.37,2.74 +23010,1.51,Very Good,H,VS2,60.9,57.0,11068.0,7.39,7.43,4.51 +50901,0.56,Premium,F,VS2,60.7,57.0,2318.0,5.39,5.35,3.26 +20035,0.3,Very Good,E,SI2,61.6,61.0,421.0,4.25,4.29,2.63 +4873,1.02,Very Good,H,SI2,63.4,63.0,3713.0,6.36,6.32,4.02 +34112,0.36,Ideal,F,VVS2,60.4,58.0,853.0,4.61,4.66,2.8 +39446,0.41,Ideal,E,VS1,61.5,56.0,1076.0,4.79,4.77,2.94 +49943,0.56,Very Good,D,VS1,60.8,60.0,2188.0,5.32,5.34,3.24 +5826,0.92,Premium,H,VS2,59.6,59.0,3916.0,6.32,6.29,3.76 +7337,0.85,Very Good,D,VS2,61.8,56.0,4211.0,6.06,6.08,3.75 +39357,0.44,Ideal,E,VS2,62.4,57.0,1073.0,4.9,4.88,3.05 +38757,0.53,Very Good,H,SI2,61.4,57.0,1046.0,5.21,5.25,3.21 +32153,0.28,Ideal,F,VVS2,61.8,56.0,787.0,4.18,4.22,2.6 +10038,0.34,Very Good,H,SI2,58.6,62.0,417.0,4.6,4.62,2.7 +28698,0.26,Good,F,VVS1,64.0,57.0,679.0,4.06,4.03,2.59 +36696,0.39,Ideal,G,VVS2,61.7,54.2,952.0,4.69,4.75,2.91 +42194,0.5,Premium,E,SI2,60.3,60.0,1286.0,5.11,5.07,3.07 +18424,1.5,Very Good,J,VS2,62.6,58.0,7492.0,7.25,7.29,4.55 +48650,0.34,Good,H,VS2,63.7,57.0,537.0,4.42,4.44,2.82 +21000,1.21,Ideal,E,VS2,62.4,54.0,9215.0,6.86,6.8,4.26 +8465,1.03,Very Good,F,SI2,62.0,58.0,4414.0,6.43,6.51,4.01 +45838,0.55,Ideal,E,VS2,62.0,55.0,1715.0,5.28,5.24,3.26 +32891,0.36,Premium,E,SI1,61.3,56.0,810.0,4.62,4.58,2.82 +12800,1.03,Ideal,G,SI1,62.5,57.0,5337.0,6.4,6.49,4.03 +10716,0.31,Good,D,SI2,63.7,55.0,593.0,4.35,4.32,2.76 +40912,0.42,Premium,G,VVS1,60.2,59.0,1179.0,4.82,4.84,2.91 +3217,1.01,Good,I,SI2,64.1,58.0,3349.0,6.26,6.31,4.03 +362,0.81,Very Good,G,SI1,62.5,60.0,2806.0,5.89,5.94,3.69 +19050,0.3,Very Good,E,VVS2,59.7,57.0,622.0,4.37,4.43,2.62 +10189,1.14,Premium,F,SI2,62.9,59.0,4737.0,6.64,6.62,4.17 +51324,0.31,Very Good,G,VS2,62.9,56.0,544.0,4.28,4.34,2.71 +24301,1.57,Good,G,VS2,57.8,60.0,12547.0,7.66,7.6,4.41 +47527,0.52,Premium,D,VS2,61.8,58.0,1868.0,5.2,5.15,3.2 +1827,0.72,Very Good,F,VS1,62.1,59.0,3059.0,5.69,5.74,3.55 +49527,0.71,Very Good,D,SI2,59.7,60.0,2123.0,5.79,5.84,3.47 +2775,0.77,Ideal,G,SI1,61.5,56.0,3253.0,5.89,5.92,3.63 +31526,0.34,Very Good,E,SI1,63.3,56.0,765.0,4.44,4.41,2.8 +3348,0.95,Very Good,I,SI1,63.5,58.0,3378.0,6.19,6.16,3.92 +29354,0.31,Premium,G,VS2,60.7,61.0,698.0,4.37,4.33,2.64 +26882,2.05,Very Good,F,SI2,59.5,58.0,16819.0,8.26,8.3,4.93 +47681,0.51,Ideal,D,VS2,62.7,55.0,1882.0,5.12,5.09,3.2 +44776,0.61,Very Good,D,SI1,62.4,59.0,1622.0,5.42,5.45,3.39 +42191,0.5,Premium,F,SI1,61.0,60.0,1286.0,5.11,5.08,3.11 +39694,0.4,Very Good,F,VVS2,62.8,57.0,1088.0,4.66,4.73,2.95 +25027,0.23,Premium,D,VVS2,59.6,61.0,640.0,4.03,3.99,2.39 +53033,0.7,Premium,H,VVS1,58.3,60.0,2603.0,5.83,5.8,3.39 +47057,0.61,Good,H,VVS2,60.3,60.5,1821.0,5.44,5.48,3.29 +28004,0.3,Premium,E,VS2,59.1,58.0,658.0,4.37,4.39,2.59 +13982,1.2,Ideal,I,SI1,62.3,53.0,5694.0,6.8,6.85,4.25 +17969,1.22,Premium,E,SI1,62.6,58.0,7262.0,6.78,6.8,4.25 +41317,0.5,Very Good,F,SI1,61.6,60.0,1214.0,5.07,5.1,3.13 +48164,0.57,Ideal,G,VS1,59.3,57.0,1942.0,5.42,5.45,3.23 +36227,0.38,Premium,F,VS1,60.9,58.0,933.0,4.68,4.71,2.86 +37575,0.41,Ideal,E,VS1,61.3,55.0,990.0,4.8,4.83,2.95 +25717,1.58,Ideal,G,VS1,61.3,57.0,14624.0,7.48,7.54,4.6 +15689,1.04,Ideal,G,VS2,61.4,57.0,6290.0,6.53,6.5,4.0 +17309,1.05,Ideal,G,VS1,62.0,56.0,6936.0,6.47,6.53,4.03 +18049,0.35,Premium,E,SI1,60.8,60.0,614.0,4.51,4.57,2.76 +4340,0.9,Good,H,VS2,64.0,57.0,3601.0,6.11,6.14,3.92 +14695,1.0,Very Good,H,VVS2,60.3,59.0,5929.0,6.41,6.46,3.88 +49346,0.71,Premium,H,SI1,62.1,58.0,2096.0,5.72,5.75,3.56 +23159,1.3,Ideal,G,VVS2,62.0,57.0,11175.0,7.03,6.96,4.34 +11589,1.01,Very Good,I,VS1,63.4,57.0,5041.0,6.32,6.39,4.03 +46411,0.7,Ideal,J,SI2,61.4,55.0,1767.0,5.72,5.75,3.52 +26791,2.03,Ideal,H,SI2,61.6,55.0,16642.0,8.18,8.12,5.02 +27462,2.02,Premium,E,SI2,61.0,59.0,18117.0,8.18,8.12,4.97 +10835,1.09,Very Good,H,SI1,63.2,57.0,4871.0,6.57,6.54,4.14 +20209,1.05,Ideal,G,VVS2,62.5,55.0,8645.0,6.49,6.53,4.07 +46111,0.59,Very Good,D,SI1,62.8,57.0,1743.0,5.32,5.38,3.36 +36446,0.31,Ideal,D,VS2,61.8,55.0,942.0,4.37,4.33,2.69 +47802,0.55,Ideal,F,VS1,61.4,55.0,1901.0,5.28,5.24,3.23 +34158,0.33,Premium,G,VS1,61.9,58.0,854.0,4.46,4.43,2.75 +43331,0.4,Very Good,F,IF,62.8,57.0,1404.0,4.65,4.68,2.93 +32841,0.29,Premium,E,VVS1,60.9,61.0,807.0,4.27,4.23,2.59 +14784,1.17,Ideal,D,SI2,62.7,57.0,5949.0,6.72,6.7,4.21 +1613,0.72,Ideal,E,SI1,61.0,57.0,3012.0,5.77,5.8,3.53 +14179,1.3,Premium,E,SI2,61.5,59.0,5751.0,7.05,7.0,4.32 +53540,0.72,Fair,F,SI1,64.8,55.0,2691.0,5.64,5.6,3.64 +1536,0.93,Good,J,VS2,63.6,61.0,3000.0,6.16,6.08,3.89 +36097,0.32,Ideal,F,VVS1,62.1,56.0,926.0,4.39,4.43,2.74 +45751,0.7,Ideal,I,SI2,61.5,53.0,1702.0,5.74,5.77,3.54 +15563,1.01,Premium,G,VS1,59.9,59.0,6239.0,6.48,6.51,3.89 +29779,0.3,Premium,I,VVS1,61.2,60.0,709.0,4.29,4.27,2.62 +51942,0.7,Good,F,VS1,64.0,57.0,2441.0,5.62,5.54,3.57 +16451,1.2,Ideal,H,SI1,61.2,60.0,6569.0,6.87,6.82,4.19 +34020,0.39,Ideal,I,VVS2,60.8,56.0,849.0,4.74,4.76,2.89 +13361,0.24,Very Good,F,VS2,62.4,58.0,419.0,3.98,4.0,2.49 +29955,0.33,Good,I,SI1,63.2,58.0,445.0,4.36,4.38,2.76 +47231,0.7,Fair,H,SI1,66.0,56.0,1840.0,5.5,5.53,3.64 +30701,0.4,Good,E,SI1,63.5,56.0,737.0,4.67,4.72,2.98 +29116,0.34,Premium,H,VS2,61.9,60.0,689.0,4.46,4.42,2.75 +18193,1.25,Premium,H,VS2,60.4,59.0,7378.0,6.96,6.92,4.19 +5172,0.71,Ideal,G,IF,61.8,57.0,3772.0,5.7,5.75,3.54 +33676,0.32,Ideal,E,VVS2,60.9,55.0,837.0,4.41,4.43,2.69 +14335,0.92,Ideal,F,VS2,61.2,56.0,5805.0,6.25,6.3,3.84 +25938,1.7,Premium,D,SI1,61.9,59.0,15100.0,7.61,7.64,4.72 +38273,0.26,Ideal,I,VS2,62.0,56.0,385.0,4.13,4.09,2.55 +43283,0.3,Premium,F,SI2,62.2,58.0,506.0,4.33,4.22,2.66 +51822,0.71,Good,E,SI1,63.1,59.0,2420.0,5.62,5.75,3.59 +23706,0.36,Ideal,E,SI1,61.6,56.0,631.0,4.56,4.59,2.82 +45560,0.64,Very Good,F,SI1,60.7,59.0,1688.0,5.51,5.59,3.37 +1124,0.72,Ideal,I,VS2,61.8,55.0,2918.0,5.75,5.79,3.56 +16977,1.08,Ideal,G,VS1,62.0,55.0,6779.0,6.62,6.57,4.09 +44710,0.56,Very Good,F,VS2,62.0,56.0,1614.0,5.2,5.22,3.23 +49193,0.71,Very Good,H,SI1,61.2,56.0,2076.0,5.69,5.72,3.49 +5497,0.92,Good,D,SI2,60.3,61.0,3843.0,6.29,6.38,3.82 +45123,0.52,Premium,D,SI1,61.5,55.0,1651.0,5.21,5.19,3.2 +1517,0.88,Very Good,I,VS1,63.3,55.0,2996.0,6.11,6.06,3.85 +13155,1.01,Good,D,SI1,63.8,58.0,5443.0,6.34,6.38,4.06 +39010,0.4,Ideal,E,VVS2,61.7,57.0,1056.0,4.77,4.73,2.93 +27962,0.3,Ideal,E,VS2,62.1,56.0,658.0,4.25,4.31,2.66 +25760,2.33,Premium,J,SI1,59.9,59.0,14711.0,8.7,8.65,5.2 +22054,1.16,Ideal,G,IF,62.0,57.0,10082.0,6.73,6.7,4.16 +13266,1.0,Good,G,VS2,63.7,59.0,5484.0,6.38,6.33,4.05 +46817,0.71,Premium,G,SI2,59.9,59.0,1808.0,5.82,5.79,3.48 +31902,0.3,Good,G,VS1,63.6,55.0,776.0,4.31,4.27,2.73 +29236,0.43,Ideal,G,SI2,62.3,53.0,696.0,4.84,4.86,3.02 +13163,1.2,Very Good,H,SI1,63.5,58.0,5443.0,6.69,6.73,4.26 +12496,1.2,Very Good,H,SI2,62.9,56.0,5257.0,6.74,6.77,4.25 +34708,0.37,Ideal,E,VS1,61.4,56.0,874.0,4.65,4.66,2.86 +2838,0.7,Ideal,E,VS2,62.6,55.0,3268.0,5.66,5.68,3.55 +38113,0.3,Premium,H,IF,60.4,60.0,1013.0,4.34,4.3,2.61 +32909,0.33,Ideal,F,VVS2,61.3,56.0,810.0,4.44,4.46,2.73 +14691,1.05,Premium,G,VS2,62.5,55.0,5927.0,6.59,6.54,4.1 +26802,2.01,Very Good,H,VS2,63.5,59.0,16677.0,7.92,7.86,5.01 +53132,0.53,Ideal,F,VVS1,61.4,56.0,2618.0,5.21,5.25,3.21 +19985,1.01,Fair,E,VVS1,66.1,55.0,8529.0,6.19,6.1,4.06 +16973,1.22,Premium,G,SI1,61.8,58.0,6777.0,6.88,6.82,4.23 +39212,0.52,Ideal,H,SI2,61.0,55.0,1065.0,5.22,5.19,3.18 +41799,0.6,Very Good,E,SI2,63.2,60.0,1250.0,5.32,5.28,3.35 +31385,0.31,Very Good,E,VVS1,59.9,62.0,763.0,4.4,4.41,2.64 +9410,0.9,Very Good,H,VS2,62.3,59.0,4588.0,6.13,6.17,3.83 +48985,0.38,Very Good,J,SI1,63.2,59.0,538.0,4.59,4.62,2.91 +52458,0.81,Premium,G,SI2,62.5,57.0,2515.0,5.95,5.89,3.7 +29266,0.31,Premium,E,SI1,60.1,61.0,698.0,4.4,4.35,2.63 +42315,0.41,Ideal,F,VVS1,61.7,57.0,1295.0,4.77,4.8,2.95 +35600,0.31,Ideal,H,VVS1,61.5,56.0,907.0,4.38,4.34,2.68 +6962,0.9,Ideal,E,SI1,61.7,56.0,4147.0,6.16,6.23,3.82 +2490,0.91,Very Good,F,SI1,63.5,58.0,3195.0,6.15,6.1,3.89 +3803,0.56,Ideal,D,VVS1,61.9,56.0,3465.0,5.28,5.32,3.28 +46542,0.51,Premium,E,VS2,61.3,58.0,1781.0,5.15,5.13,3.15 +15184,1.0,Good,F,VS2,63.8,58.0,6098.0,6.28,6.32,4.02 +37332,0.33,Very Good,E,VVS2,60.1,63.0,981.0,4.45,4.5,2.69 +19220,1.09,Ideal,G,VS2,62.2,55.0,7961.0,6.61,6.65,4.13 +40780,0.35,Ideal,D,VVS1,61.5,57.0,1167.0,4.52,4.55,2.79 +20632,1.39,Premium,F,SI1,62.4,59.0,8925.0,7.14,7.09,4.44 +23855,1.52,Ideal,H,VS1,60.1,60.0,11946.0,7.54,7.51,4.52 +3778,1.01,Fair,G,SI2,65.1,58.0,3461.0,6.29,6.21,4.07 +44118,0.55,Very Good,E,SI1,59.7,60.0,1559.0,5.31,5.41,3.2 +14068,0.3,Ideal,G,VS1,62.6,57.0,605.0,4.27,4.29,2.68 +40156,0.35,Ideal,G,IF,61.4,55.0,1116.0,4.59,4.56,2.81 +51426,0.7,Very Good,F,SI1,61.5,58.0,2373.0,5.65,5.7,3.49 +11220,1.0,Very Good,F,SI1,59.4,60.0,4961.0,6.47,6.52,3.86 +10985,1.01,Good,E,SI1,63.4,59.0,4912.0,6.34,6.38,4.03 +44695,0.56,Ideal,H,SI1,61.6,56.0,1612.0,5.29,5.33,3.27 +14804,1.1,Premium,G,VS1,62.2,59.0,5958.0,6.61,6.57,4.1 +17833,1.2,Ideal,H,VS2,60.8,55.0,7190.0,6.9,6.85,4.18 +48149,0.55,Very Good,E,VS1,62.8,56.0,1941.0,5.2,5.24,3.28 +17597,1.22,Ideal,E,SI1,61.7,56.0,7085.0,6.88,6.92,4.26 +34433,0.3,Ideal,G,IF,62.3,55.0,863.0,4.3,4.33,2.69 +47331,0.23,Very Good,F,VVS1,61.4,58.0,530.0,3.93,3.95,2.42 +26598,2.01,Ideal,J,VS1,60.9,56.0,16319.0,8.14,8.18,4.97 +52889,0.84,Very Good,G,SI2,62.9,55.0,2584.0,5.99,6.12,3.8 +44400,0.5,Very Good,E,VS2,62.9,56.0,1584.0,5.06,5.11,3.2 +47302,0.31,Ideal,I,SI1,61.3,55.0,395.0,4.39,4.42,2.7 +10972,1.2,Premium,H,SI2,59.6,60.0,4906.0,6.91,6.84,4.1 +41254,0.3,Very Good,F,SI1,61.7,59.0,500.0,4.29,4.33,2.66 +20732,1.51,Good,I,VS1,64.0,60.0,8975.0,7.1,7.19,4.57 +10698,0.9,Very Good,D,SI1,60.4,59.0,4846.0,6.21,6.24,3.76 +19163,1.03,Premium,E,VS1,62.4,58.0,7919.0,6.5,6.41,4.03 +30899,0.41,Ideal,D,SI1,63.0,53.0,744.0,4.74,4.79,3.0 +28037,0.3,Ideal,E,VS2,61.8,56.0,658.0,4.29,4.32,2.66 +13027,0.26,Ideal,H,VVS1,61.2,56.0,600.0,4.16,4.11,2.53 +3009,1.0,Fair,D,SI2,64.8,60.0,3304.0,6.23,6.18,4.02 +33753,0.31,Ideal,F,VVS1,61.0,56.0,840.0,4.39,4.43,2.69 +47831,0.58,Very Good,E,VS2,59.6,59.0,1906.0,5.4,5.44,3.23 +4353,0.83,Premium,G,VS1,58.8,58.0,3602.0,6.2,6.15,3.63 +42840,0.41,Ideal,F,VVS1,60.3,56.0,1356.0,4.85,4.8,2.91 +6121,1.01,Ideal,J,SI2,59.0,59.0,3982.0,6.57,6.61,3.89 +44015,0.51,Premium,G,VS2,62.2,57.0,1546.0,5.15,5.1,3.19 +52702,0.76,Ideal,G,SI2,61.7,55.0,2553.0,5.87,5.9,3.63 +10953,0.97,Good,F,SI1,60.1,65.0,4900.0,6.46,6.36,3.85 +17718,0.5,Fair,F,I1,71.0,57.0,613.0,4.87,4.79,3.43 +16958,1.02,Premium,F,VS2,62.4,59.0,6773.0,6.45,6.4,4.01 +18077,1.52,Fair,I,VVS2,64.9,56.0,7303.0,7.28,7.21,4.7 +27528,2.13,Ideal,H,SI1,62.2,55.0,18275.0,8.2,8.27,5.12 +49991,0.5,Ideal,E,VS1,61.7,57.0,2192.0,5.11,5.13,3.16 +45273,0.54,Premium,F,VS2,61.8,58.0,1662.0,5.22,5.29,3.25 +31366,0.33,Ideal,F,VVS2,61.4,55.0,761.0,4.48,4.51,2.76 +25311,2.02,Premium,I,SI2,61.1,61.0,13991.0,8.11,8.08,4.95 +19288,1.0,Ideal,D,VS2,62.2,54.0,8008.0,6.45,6.42,4.0 +35507,0.41,Ideal,E,SI1,62.8,57.0,904.0,4.75,4.71,2.97 +9855,0.9,Very Good,F,VS2,61.9,57.0,4678.0,6.17,6.23,3.84 +4945,1.19,Ideal,H,I1,61.5,57.0,3732.0,6.83,6.79,4.19 +14921,1.5,Fair,J,SI1,64.9,58.0,6006.0,7.09,7.03,4.58 +43142,0.46,Ideal,D,VS2,62.7,57.0,1388.0,4.93,4.89,3.08 +52841,0.52,Ideal,F,IF,60.6,57.0,2575.0,5.21,5.22,3.16 +17056,0.4,Ideal,J,SI1,61.4,55.0,612.0,4.75,4.8,2.93 +22795,1.51,Ideal,I,VVS2,61.6,58.0,10821.0,7.35,7.4,4.54 +47554,0.51,Ideal,D,VS1,62.4,57.0,1873.0,5.13,5.09,3.19 +47180,0.51,Premium,F,VS1,61.4,58.0,1836.0,5.18,5.15,3.17 +23691,2.19,Good,I,SI2,63.7,57.0,11756.0,8.23,8.19,5.23 +8541,1.13,Premium,H,SI2,59.4,58.0,4430.0,6.8,6.74,4.02 +38498,0.42,Ideal,G,VVS2,62.7,56.0,1031.0,4.74,4.77,2.98 +11486,1.2,Very Good,H,SI2,61.9,57.0,5016.0,6.78,6.85,4.22 +25998,1.01,Very Good,D,IF,63.4,59.0,15219.0,6.39,6.26,4.01 +13505,1.01,Ideal,D,SI1,61.2,57.0,5543.0,6.47,6.44,3.95 +44159,0.6,Very Good,I,VVS2,63.7,57.4,1565.0,5.36,5.41,3.42 +42098,0.44,Ideal,E,VVS2,61.8,56.0,1274.0,4.88,4.93,3.03 +34389,0.41,Ideal,F,VS2,60.9,57.0,863.0,4.74,4.78,2.9 +8691,1.06,Ideal,G,SI2,62.2,55.0,4459.0,6.53,6.56,4.07 +4627,0.91,Premium,E,SI1,62.2,58.0,3665.0,6.29,6.18,3.86 +11583,1.2,Ideal,J,VS1,61.8,55.0,5040.0,6.81,6.76,4.19 +1395,0.24,Ideal,G,IF,61.7,56.0,559.0,3.99,4.01,2.47 +9649,1.12,Premium,H,SI2,62.0,57.0,4641.0,6.68,6.61,4.12 +84,0.38,Ideal,I,SI2,61.6,56.0,554.0,4.65,4.67,2.87 +37578,0.32,Ideal,F,VVS1,62.3,56.0,990.0,4.38,4.35,2.72 +7978,0.93,Very Good,E,SI2,60.5,57.0,4325.0,6.32,6.37,3.84 +48937,0.72,Premium,J,VS2,61.7,58.0,2043.0,5.77,5.67,3.53 +36409,0.31,Ideal,E,VS1,61.4,57.0,942.0,4.37,4.32,2.67 +18955,1.2,Premium,G,VS2,58.2,59.0,7795.0,7.04,6.95,4.07 +36824,0.3,Very Good,E,IF,61.8,54.0,957.0,4.34,4.37,2.69 +11863,1.03,Premium,H,SI1,59.2,60.0,5105.0,6.62,6.58,3.91 +39095,0.41,Good,J,IF,63.6,54.0,1061.0,4.75,4.72,3.01 +38951,0.31,Good,H,VS2,63.1,58.0,489.0,4.27,4.32,2.71 +15515,1.02,Premium,E,VS2,61.9,62.0,6215.0,6.47,6.38,3.98 +28388,0.33,Premium,H,VS2,61.4,58.0,668.0,4.49,4.44,2.74 +11851,0.9,Very Good,G,VVS2,59.8,60.0,5102.0,6.23,6.28,3.74 +48566,0.5,Good,G,VVS2,64.4,57.0,1991.0,4.97,5.05,3.22 +28287,0.24,Very Good,E,VS2,64.5,57.0,367.0,3.88,3.93,2.52 +9141,0.93,Very Good,E,SI1,62.5,58.0,4537.0,6.18,6.24,3.88 +28398,0.33,Premium,H,VS2,62.4,58.0,668.0,4.42,4.39,2.75 +20715,0.31,Ideal,F,VS2,61.9,54.0,625.0,4.35,4.38,2.7 +20680,1.1,Ideal,D,VS2,62.0,56.0,8959.0,6.58,6.61,4.09 +44968,0.53,Very Good,D,SI1,63.4,58.0,1636.0,5.15,5.11,3.25 +13021,0.3,Very Good,E,VS2,61.6,54.0,600.0,4.29,4.32,2.65 +10955,1.03,Ideal,G,SI1,61.6,57.0,4900.0,6.53,6.46,4.0 +35719,0.3,Ideal,D,VS2,61.4,55.0,911.0,4.34,4.32,2.66 +52136,0.74,Ideal,J,VS1,61.7,57.0,2468.0,5.79,5.84,3.59 +50955,0.57,Ideal,F,VVS2,61.6,57.0,2322.0,5.32,5.36,3.29 +46828,0.52,Ideal,H,VVS1,61.2,57.0,1809.0,5.17,5.22,3.18 +10177,1.1,Ideal,H,SI2,62.0,55.0,4733.0,6.61,6.65,4.11 +159,0.73,Premium,G,VS1,61.5,58.0,2770.0,5.79,5.75,3.55 +33341,0.41,Premium,I,VVS2,62.4,60.0,827.0,4.7,4.73,2.94 +31448,0.4,Ideal,I,SI1,61.6,56.0,765.0,4.74,4.68,2.9 +534,0.9,Very Good,I,SI2,63.5,56.0,2826.0,6.17,6.07,3.88 +39021,0.43,Premium,I,IF,61.2,58.0,1056.0,4.83,4.88,2.97 +30525,0.26,Ideal,F,IF,62.0,56.0,733.0,4.07,4.1,2.53 +39376,0.5,Ideal,G,SI2,62.1,55.0,1074.0,5.12,5.15,3.19 +2457,1.01,Premium,J,VS2,62.4,60.0,3190.0,6.45,6.35,3.99 +47605,0.51,Ideal,H,IF,62.3,54.0,1879.0,5.14,5.17,3.21 +20650,1.02,Very Good,F,VVS2,62.9,59.0,8940.0,6.37,6.42,4.02 +28950,0.32,Very Good,G,VVS1,60.6,57.0,685.0,4.46,4.48,2.71 +13646,1.24,Very Good,I,SI1,60.0,59.0,5584.0,6.98,7.01,4.2 +19750,1.02,Very Good,E,VS1,62.9,54.0,8317.0,6.38,6.46,4.04 +45037,0.96,Fair,H,I1,61.5,63.0,1637.0,6.22,6.06,3.78 +1618,0.71,Ideal,F,VS1,61.1,57.0,3013.0,5.76,5.82,3.54 +41319,0.57,Very Good,G,SI2,59.4,58.0,1214.0,5.39,5.42,3.21 +36211,0.36,Ideal,G,VS1,62.9,57.0,932.0,4.6,4.56,2.88 +35323,0.31,Ideal,F,VVS1,61.8,56.0,897.0,4.34,4.36,2.69 +3776,1.03,Ideal,F,SI2,62.6,57.0,3461.0,6.44,6.4,4.02 +15750,1.25,Premium,G,SI2,60.4,59.0,6300.0,6.98,6.96,4.21 +39691,0.4,Ideal,F,VVS2,62.4,57.0,1088.0,4.69,4.73,2.94 +34179,0.33,Ideal,G,VS1,61.6,57.0,854.0,4.45,4.41,2.73 +1286,0.7,Very Good,E,VS2,63.4,59.0,2952.0,5.63,5.67,3.58 +9875,1.28,Good,G,SI2,63.6,57.0,4679.0,6.78,6.73,4.29 +4389,0.31,Ideal,D,SI1,61.0,57.0,571.0,4.38,4.41,2.68 +45188,0.51,Premium,G,VS1,62.1,60.0,1656.0,5.1,5.11,3.17 +29672,0.28,Very Good,F,VVS2,61.6,56.0,707.0,4.2,4.23,2.59 +48761,0.5,Ideal,F,VVS2,62.0,56.0,2016.0,5.08,5.05,3.14 +38986,0.39,Premium,F,VS2,58.4,62.0,1053.0,4.79,4.76,2.79 +16272,1.01,Good,G,VS1,64.0,60.0,6509.0,6.29,6.33,4.04 +33834,0.46,Very Good,D,SI2,62.0,60.0,844.0,4.89,4.92,3.04 +7473,1.2,Premium,J,SI2,61.1,59.0,4234.0,6.81,6.78,4.15 +35651,0.31,Ideal,G,VVS2,62.1,56.0,907.0,4.35,4.32,2.69 +23373,0.33,Premium,D,SI2,60.7,56.0,631.0,4.46,4.43,2.7 +44696,0.65,Premium,G,SI1,61.9,58.0,1612.0,5.54,5.51,3.42 +10227,1.11,Premium,I,VS2,63.0,53.0,4744.0,6.64,6.59,4.17 +17223,1.83,Fair,H,I1,68.0,57.0,6887.0,7.47,7.44,5.07 +11027,0.91,Very Good,F,VS2,62.1,58.0,4917.0,6.19,6.24,3.86 +3202,0.78,Ideal,E,SI1,61.6,56.0,3345.0,5.94,6.0,3.68 +33734,0.35,Ideal,F,VS1,60.9,56.0,839.0,4.52,4.56,2.77 +30166,0.4,Good,D,SI1,63.1,57.0,720.0,4.69,4.73,2.97 +31393,0.3,Ideal,E,VVS1,62.5,54.0,763.0,4.29,4.32,2.69 +49330,0.57,Premium,D,VS1,60.9,57.0,2093.0,5.43,5.37,3.29 +39559,0.32,Ideal,G,VVS1,62.4,56.0,1080.0,4.39,4.36,2.73 +32195,0.35,Ideal,E,SI1,60.9,55.0,788.0,4.57,4.53,2.77 +14173,1.51,Fair,I,I1,65.1,57.0,5750.0,7.16,7.12,4.65 +13588,1.21,Very Good,G,SI2,62.8,60.0,5558.0,6.7,6.77,4.23 +6494,1.02,Premium,I,SI2,62.2,58.0,4061.0,6.41,6.36,3.97 +38695,0.37,Premium,E,VS2,59.5,59.0,1041.0,4.71,4.64,2.78 +14344,1.22,Ideal,I,SI1,60.2,57.0,5807.0,6.99,6.93,4.19 +13166,1.24,Very Good,I,VS1,61.4,63.0,5444.0,6.89,6.88,4.23 +23817,1.5,Very Good,I,VS1,63.3,54.0,11879.0,7.26,7.33,4.62 +21535,1.12,Ideal,F,VVS2,61.4,57.0,9634.0,6.69,6.66,4.1 +7684,1.03,Premium,H,SI1,63.0,59.0,4274.0,6.43,6.4,4.04 +43406,0.53,Ideal,H,VS2,62.5,56.0,1412.0,5.19,5.15,3.23 +34637,0.31,Ideal,E,VS2,61.8,54.0,872.0,4.41,4.36,2.71 +49178,0.72,Good,G,SI1,64.0,59.0,2074.0,5.63,5.59,3.59 +48156,0.54,Ideal,D,VS1,62.0,56.0,1941.0,5.21,5.25,3.24 +2160,0.97,Good,J,VS2,64.3,58.0,3129.0,6.25,6.22,4.01 +40727,0.52,Very Good,G,SI1,60.6,61.0,1161.0,5.17,5.19,3.14 +2540,0.72,Premium,D,VS2,60.6,57.0,3205.0,5.82,5.79,3.52 +27620,2.03,Very Good,G,SI1,61.7,54.0,18507.0,8.07,8.19,5.02 +49790,0.77,Very Good,I,VS2,62.4,63.0,2162.0,5.84,5.8,3.63 +45291,0.51,Ideal,E,VS2,61.5,55.0,1662.0,5.23,5.14,3.19 +40333,0.4,Ideal,F,VVS1,61.7,57.0,1128.0,4.72,4.75,2.92 +3428,0.95,Fair,D,SI2,64.4,60.0,3384.0,6.06,6.02,3.89 +2895,0.92,Good,F,SI2,64.2,58.0,3282.0,6.14,6.11,3.93 +43832,0.59,Very Good,I,VS2,61.2,57.0,1445.0,5.4,5.42,3.31 +32271,0.3,Ideal,E,VVS2,61.9,57.0,789.0,4.28,4.32,2.66 +5031,1.01,Premium,I,SI2,61.7,60.0,3749.0,6.34,6.4,3.93 +17196,1.2,Very Good,H,VS2,62.5,59.0,6870.0,6.76,6.72,4.21 +15795,1.71,Ideal,J,SI1,62.8,57.0,6320.0,7.58,7.55,4.75 +53271,0.66,Ideal,F,VS2,62.4,54.0,2648.0,5.55,5.61,3.48 +47701,0.71,Premium,H,SI1,61.0,58.0,1883.0,5.75,5.67,3.49 +36042,0.41,Premium,G,SI1,62.7,58.0,923.0,4.74,4.7,2.96 +3728,0.36,Ideal,H,VS2,62.1,55.0,568.0,4.57,4.61,2.85 +3578,0.82,Ideal,H,VVS1,62.9,56.0,3420.0,5.99,5.91,3.74 +50575,0.73,Ideal,H,SI2,62.3,56.0,2278.0,5.78,5.72,3.58 +20686,1.54,Premium,G,SI2,61.5,61.0,8969.0,7.42,7.35,4.54 +51373,0.74,Good,E,SI1,62.1,64.0,2366.0,5.76,5.71,3.56 +46523,0.51,Ideal,G,VS1,61.0,55.0,1781.0,5.21,5.11,3.15 +871,0.7,Ideal,D,SI1,60.7,56.0,2872.0,5.72,5.75,3.48 +40296,0.4,Ideal,G,VS1,62.8,56.0,1125.0,4.7,4.67,2.94 +39583,0.37,Ideal,E,VVS2,62.2,56.0,1082.0,4.63,4.6,2.87 +11319,1.01,Very Good,E,SI1,62.6,57.0,4986.0,6.38,6.43,4.01 +24232,2.02,Premium,J,SI1,61.6,58.0,12431.0,8.14,8.1,5.0 +18243,1.01,Ideal,F,VS2,61.2,58.0,7409.0,6.45,6.43,3.94 +7611,0.9,Premium,G,VS2,60.8,61.0,4259.0,6.22,6.12,3.75 +7507,1.08,Good,G,SI2,63.2,57.0,4241.0,6.5,6.54,4.12 +22200,1.52,Ideal,H,SI1,61.4,55.0,10239.0,7.38,7.48,4.56 +7032,1.03,Premium,G,SI2,59.3,58.0,4160.0,6.58,6.63,3.92 +18157,1.02,Ideal,G,VS1,61.5,55.0,7357.0,6.49,6.52,4.0 +41540,0.42,Premium,D,VS1,60.8,59.0,1235.0,4.85,4.79,2.93 +30281,0.3,Very Good,G,SI1,61.0,57.0,447.0,4.31,4.34,2.64 +28976,0.31,Ideal,E,SI2,61.3,55.0,435.0,4.34,4.37,2.67 +14820,1.0,Premium,G,VS2,63.0,59.0,5967.0,6.45,6.32,4.02 +35669,0.35,Very Good,F,VVS1,62.3,56.0,909.0,4.53,4.57,2.83 +43624,0.43,Ideal,G,IF,61.2,57.0,1433.0,4.81,4.86,2.96 +7933,0.9,Ideal,F,SI1,62.0,57.0,4318.0,6.21,6.25,3.86 +49619,0.66,Good,G,VS1,61.6,61.0,2139.0,5.56,5.63,3.43 +2070,0.32,Premium,E,SI1,61.9,59.0,561.0,4.36,4.39,2.71 +830,0.7,Ideal,D,VS2,62.4,57.0,2867.0,5.68,5.61,3.52 +46342,0.5,Very Good,D,VS2,63.4,56.0,1758.0,5.1,5.05,3.22 +44829,0.52,Ideal,F,SI1,61.8,55.0,1624.0,5.19,5.15,3.2 +51164,0.71,Premium,F,SI1,58.5,59.0,2345.0,5.87,5.82,3.42 +52915,0.75,Premium,H,VS1,58.9,62.0,2588.0,5.96,5.93,3.5 +1036,0.53,Ideal,D,VVS1,62.5,54.0,2905.0,5.16,5.21,3.24 +33207,0.33,Ideal,G,VVS1,62.4,56.0,820.0,4.41,4.45,2.76 +9536,1.01,Good,F,SI1,62.4,59.0,4619.0,6.3,6.42,3.97 +6744,0.33,Very Good,G,VS2,60.6,61.0,579.0,4.46,4.49,2.71 +36339,0.32,Ideal,G,VVS2,62.1,55.0,936.0,4.38,4.35,2.71 +9747,1.04,Premium,H,SI1,58.5,62.0,4659.0,6.67,6.64,3.89 +51082,0.72,Very Good,F,SI1,63.1,55.0,2333.0,5.75,5.7,3.61 +20262,1.53,Premium,G,SI2,58.7,59.0,8688.0,7.51,7.45,4.39 +23609,1.52,Premium,F,SI1,62.6,59.0,11637.0,7.27,7.36,4.58 +14704,0.3,Premium,G,VS1,61.3,58.0,605.0,4.29,4.33,2.64 +25463,1.66,Premium,D,SI1,62.0,59.0,14224.0,7.55,7.6,4.7 +25400,1.55,Ideal,G,VS2,61.6,56.0,14106.0,7.44,7.49,4.6 +23765,2.04,Premium,H,SI2,58.0,58.0,11820.0,8.45,8.36,4.88 +21738,1.23,Very Good,G,VVS2,62.0,58.0,9803.0,6.77,6.82,4.21 +40574,0.53,Very Good,H,SI1,61.7,60.0,1152.0,5.17,5.21,3.2 +37285,0.3,Good,F,VS2,63.5,55.0,484.0,4.25,4.28,2.71 +38241,0.39,Ideal,D,VVS2,60.0,56.0,1018.0,4.77,4.79,2.87 +40302,0.4,Premium,G,VS1,61.3,60.0,1125.0,4.71,4.66,2.87 +1471,0.71,Ideal,E,VS2,59.5,57.0,2982.0,5.86,5.83,3.48 +37713,0.34,Premium,H,VVS1,61.1,59.0,995.0,4.52,4.48,2.75 +53387,0.8,Good,G,SI1,65.3,57.0,2662.0,5.78,5.85,3.8 +50608,0.7,Ideal,H,SI2,60.4,58.0,2285.0,5.82,5.77,3.5 +38582,0.36,Premium,E,VVS1,62.4,56.0,1035.0,4.57,4.53,2.84 +53048,0.71,Ideal,I,VVS1,62.3,56.0,2606.0,5.7,5.73,3.56 +17960,1.2,Premium,G,VS2,59.6,58.0,7258.0,6.94,6.89,4.12 +29123,0.4,Very Good,D,SI1,63.0,59.0,690.0,4.69,4.7,2.96 +5556,1.0,Very Good,F,SI2,63.5,55.0,3858.0,6.37,6.32,4.03 +7543,1.01,Very Good,E,SI2,63.3,58.0,4244.0,6.36,6.3,4.01 +29022,0.31,Ideal,G,VVS2,62.1,54.0,687.0,4.38,4.41,2.73 +48319,0.31,Ideal,I,VVS1,61.2,55.6,536.0,4.33,4.38,2.67 +2799,0.76,Very Good,E,SI1,60.4,58.0,3261.0,5.91,5.97,3.59 +6194,0.9,Very Good,D,SI1,62.4,63.0,3997.0,6.18,6.15,3.85 +33363,0.41,Ideal,G,VS2,60.9,57.0,827.0,4.79,4.84,2.93 +662,0.72,Very Good,F,VS1,60.2,59.0,2846.0,5.79,5.84,3.5 +26308,1.76,Premium,E,SI1,60.5,58.0,15805.0,7.93,7.84,4.77 +16365,0.33,Very Good,I,VVS1,61.7,61.0,608.0,4.43,4.45,2.74 +33499,0.32,Ideal,F,VS2,62.8,57.0,828.0,4.36,4.33,2.73 +39076,0.4,Ideal,F,VS2,62.0,59.0,1059.0,4.77,4.71,2.95 +26516,2.01,Premium,I,VS2,61.6,61.0,16149.0,8.08,7.97,4.94 +34363,0.41,Premium,F,VS2,60.3,58.0,863.0,4.8,4.85,2.91 +51794,0.7,Very Good,I,VVS2,60.1,63.0,2415.0,5.81,5.74,3.47 +29182,0.3,Ideal,F,VVS2,61.5,58.0,694.0,4.3,4.35,2.66 +16395,1.05,Very Good,F,VS2,62.0,56.0,6545.0,6.48,6.52,4.03 +2842,0.72,Very Good,E,VS2,59.8,57.0,3270.0,5.84,5.89,3.51 +50852,0.7,Very Good,H,VS2,63.6,56.0,2312.0,5.6,5.63,3.57 +47863,0.67,Premium,E,SI1,59.2,61.0,1910.0,5.74,5.72,3.39 +35530,0.46,Ideal,E,SI1,62.0,54.0,905.0,4.97,4.99,3.09 +41886,0.54,Ideal,I,VS2,61.1,55.0,1259.0,5.27,5.31,3.23 +12911,1.09,Ideal,H,SI1,62.1,55.0,5376.0,6.6,6.64,4.11 +7221,1.21,Good,J,SI2,63.7,55.0,4192.0,6.75,6.81,4.32 +27867,0.3,Very Good,E,VS1,60.2,57.0,653.0,4.37,4.3,2.61 +4474,0.7,Very Good,E,IF,63.4,58.0,3622.0,5.64,5.59,3.56 +16234,1.15,Premium,G,VS2,61.5,58.0,6492.0,6.76,6.71,4.14 +37983,0.39,Ideal,G,VS1,62.6,55.0,1008.0,4.66,4.69,2.93 +19012,1.12,Ideal,G,VS1,62.2,56.0,7827.0,6.71,6.67,4.16 +8372,0.31,Good,F,VS2,63.7,59.0,583.0,4.26,4.31,2.73 +42128,0.48,Ideal,F,VS2,62.4,54.0,1279.0,5.03,5.03,3.15 +7259,1.19,Premium,J,SI2,58.4,60.0,4198.0,6.98,6.92,4.06 +23146,1.51,Ideal,H,SI1,62.3,54.0,11163.0,7.37,7.33,4.58 +38371,0.53,Good,J,VS2,63.3,56.0,1023.0,5.12,5.18,3.26 +24358,1.7,Very Good,I,VS1,61.9,57.0,12621.0,7.67,7.64,4.74 +32235,0.31,Ideal,G,VVS1,61.7,54.0,789.0,4.36,4.39,2.7 +39215,0.42,Very Good,D,VS1,60.7,60.0,1066.0,4.81,4.88,2.94 +33900,0.3,Ideal,E,VS2,62.0,55.0,844.0,4.31,4.27,2.66 +22584,1.25,Ideal,G,VVS2,61.5,55.0,10636.0,6.92,6.94,4.26 +43115,0.52,Ideal,H,VS2,62.0,57.0,1385.0,5.12,5.08,3.16 +13424,1.32,Very Good,J,SI2,61.7,60.0,5513.0,6.95,7.01,4.31 +12156,1.0,Very Good,E,SI1,63.1,59.0,5175.0,6.34,6.4,4.02 +42691,0.5,Ideal,E,SI1,61.6,57.0,1337.0,5.08,5.11,3.14 +29106,0.34,Ideal,H,VS2,62.5,54.0,689.0,4.54,4.49,2.82 +30861,0.33,Ideal,G,VS2,62.0,57.0,743.0,4.47,4.44,2.76 +8161,1.1,Very Good,D,SI2,58.6,63.0,4361.0,6.76,6.69,3.94 +4692,0.79,Ideal,H,VVS1,62.0,56.0,3675.0,5.92,5.96,3.68 +40064,0.43,Premium,H,VS1,60.0,59.0,1113.0,4.98,4.86,2.95 +29204,0.44,Good,J,VS1,63.1,57.0,694.0,4.83,4.87,3.06 +21807,1.5,Good,H,VS1,63.8,61.0,9878.0,7.17,7.12,4.56 +24970,2.01,Good,I,SI1,64.1,62.0,13464.0,7.85,7.94,5.06 +38331,0.32,Ideal,E,VVS1,60.9,57.0,1020.0,4.45,4.42,2.7 +33402,0.47,Fair,E,SI1,65.2,59.0,828.0,4.75,4.82,3.12 +28465,0.33,Very Good,E,VS2,63.1,57.0,672.0,4.38,4.43,2.78 +17685,1.02,Ideal,G,VS1,61.6,55.0,7129.0,6.53,6.46,4.0 +16615,1.52,Premium,I,SI1,58.8,61.0,6639.0,7.5,7.46,4.4 +28934,0.3,Very Good,H,VVS1,62.5,59.0,684.0,4.26,4.29,2.67 +4275,0.9,Very Good,E,SI2,61.0,59.0,3584.0,6.14,6.18,3.76 +8389,0.35,Very Good,F,SI1,61.7,58.0,583.0,4.51,4.54,2.79 +6085,0.8,Ideal,H,IF,62.4,54.0,3972.0,5.93,5.99,3.72 +35898,0.32,Ideal,G,IF,61.2,55.0,918.0,4.41,4.44,2.71 +33244,0.31,Ideal,G,VS1,61.0,56.0,824.0,4.4,4.35,2.67 +38267,0.29,Very Good,I,VS2,62.4,55.0,384.0,4.25,4.27,2.66 +6405,1.01,Ideal,G,SI2,63.2,57.0,4038.0,6.33,6.28,3.99 +10573,1.02,Premium,D,SI2,62.5,59.0,4818.0,6.38,6.43,4.0 +11780,1.23,Ideal,J,SI2,63.2,58.0,5083.0,6.82,6.74,4.29 +2389,0.32,Premium,G,VS2,61.5,59.0,561.0,4.4,4.42,2.71 +28088,0.3,Very Good,D,SI1,63.4,55.0,662.0,4.26,4.22,2.69 +14898,1.02,Premium,D,SI1,62.5,59.0,5998.0,6.4,6.34,3.98 +22586,1.35,Ideal,H,VVS1,61.9,57.0,10639.0,7.06,7.09,4.38 +10023,0.31,Ideal,I,SI1,60.9,57.0,414.0,4.36,4.41,2.67 +4178,0.9,Premium,F,SI2,61.3,59.0,3556.0,6.16,6.11,3.76 +47413,0.57,Ideal,G,VS1,62.1,56.0,1851.0,5.3,5.33,3.3 +50491,0.7,Fair,H,VS2,65.0,56.0,2268.0,5.6,5.5,3.61 +47377,0.57,Ideal,D,SI1,61.0,57.0,1847.0,5.34,5.31,3.25 +7951,0.65,Ideal,D,VVS1,61.9,56.0,4320.0,5.53,5.56,3.43 +16105,1.01,Ideal,G,VS2,61.7,56.0,6439.0,6.43,6.46,3.98 +53562,0.71,Premium,G,VVS1,62.7,58.0,2694.0,5.71,5.67,3.57 +31306,0.32,Ideal,E,VS1,61.5,56.0,758.0,4.38,4.4,2.7 +45478,0.57,Premium,F,SI1,59.5,60.0,1676.0,5.43,5.42,3.23 +52809,0.71,Premium,I,VVS1,63.0,58.0,2572.0,5.67,5.6,3.55 +3093,0.9,Good,F,SI2,63.2,56.0,3318.0,6.15,6.2,3.9 +46048,0.53,Ideal,H,VS1,61.9,55.0,1731.0,5.18,5.21,3.22 +18327,1.01,Very Good,F,VS1,62.9,58.0,7455.0,6.29,6.31,3.96 +34115,0.31,Ideal,E,VVS1,59.7,60.0,853.0,4.41,4.43,2.64 +21582,1.33,Premium,G,VS2,62.3,59.0,9682.0,7.02,6.97,4.36 +621,0.77,Very Good,H,VS1,61.0,60.0,2840.0,5.9,5.87,3.59 +28751,0.31,Premium,E,VS2,60.3,58.0,680.0,4.37,4.42,2.65 +20975,1.24,Ideal,G,VS2,62.0,57.0,9188.0,6.87,6.84,4.25 +6375,0.3,Premium,H,VS1,60.0,60.0,576.0,4.4,4.3,2.61 +18419,1.54,Premium,F,SI2,62.0,56.0,7486.0,7.51,7.4,4.62 +9962,1.07,Premium,F,SI2,60.3,58.0,4700.0,6.68,6.62,4.01 +51870,0.71,Very Good,F,SI1,62.8,59.0,2427.0,5.62,5.66,3.54 +7975,1.17,Premium,F,SI2,59.6,60.0,4324.0,6.88,6.85,4.09 +40161,0.62,Good,J,SI1,59.9,65.0,1116.0,5.58,5.5,3.32 +38566,0.35,Ideal,F,IF,60.9,56.0,1035.0,4.54,4.56,2.77 +37818,0.41,Good,E,VVS1,63.5,57.0,1002.0,4.73,4.75,3.01 +28218,0.4,Premium,D,SI2,62.1,60.0,666.0,4.69,4.75,2.93 +31515,0.34,Ideal,E,SI1,61.4,54.0,765.0,4.53,4.5,2.77 +5717,0.27,Very Good,E,VVS2,61.9,58.0,575.0,4.1,4.14,2.55 +17332,1.16,Ideal,H,VS2,62.1,57.0,6954.0,6.7,6.73,4.17 +36215,0.36,Ideal,G,VS1,61.6,56.0,932.0,4.59,4.56,2.82 +863,0.79,Ideal,G,SI1,62.6,55.0,2871.0,5.91,5.95,3.71 +20188,1.12,Premium,D,VS1,62.1,57.0,8633.0,6.68,6.65,4.14 +19824,1.5,Very Good,J,VVS2,63.3,56.0,8391.0,7.18,7.29,4.58 +42420,0.35,Ideal,F,IF,60.9,55.0,1312.0,4.58,4.61,2.8 +11792,1.03,Premium,F,SI1,60.9,61.0,5087.0,6.54,6.5,3.97 +31570,0.36,Premium,F,VVS2,62.7,58.0,766.0,4.51,4.55,2.84 +50073,0.72,Premium,J,VVS1,61.4,61.0,2203.0,5.77,5.7,3.52 +35700,0.3,Ideal,E,VS1,60.8,57.0,911.0,4.36,4.33,2.64 +615,0.7,Ideal,E,VS2,62.1,54.0,2839.0,5.69,5.72,3.54 +46675,0.59,Premium,E,SI1,61.8,60.0,1789.0,5.39,5.33,3.31 +16729,0.3,Good,D,VS1,64.3,56.0,610.0,4.22,4.27,2.73 +17214,1.01,Good,G,VS1,63.8,57.0,6882.0,6.38,6.35,4.06 +17452,1.01,Ideal,D,VS2,59.8,56.0,6999.0,6.49,6.52,3.89 +12831,1.0,Very Good,E,SI1,59.6,60.0,5351.0,6.43,6.48,3.85 +23575,1.32,Ideal,G,VS1,61.7,56.0,11584.0,7.04,7.07,4.35 +4875,1.02,Ideal,H,SI2,62.0,56.0,3713.0,6.4,6.34,3.95 +19413,1.22,Premium,G,VS2,60.9,57.0,8067.0,6.94,6.89,4.21 +20290,1.01,Very Good,F,VVS1,63.4,55.0,8706.0,6.44,6.34,4.05 +53741,0.77,Premium,E,SI2,59.8,56.0,2723.0,6.01,5.96,3.58 +32709,0.31,Premium,F,VS2,62.3,60.0,802.0,4.35,4.32,2.7 +12072,1.25,Premium,J,VS1,60.9,59.0,5156.0,6.9,6.92,4.21 +108,0.74,Ideal,I,VVS2,62.3,55.0,2761.0,5.77,5.81,3.61 +31828,0.34,Ideal,G,VVS2,61.6,56.0,775.0,4.47,4.49,2.76 +46705,0.7,Fair,F,SI2,64.8,57.0,1792.0,5.65,5.59,3.64 +44715,0.51,Ideal,E,VS2,62.0,54.0,1614.0,5.16,5.13,3.19 +13674,1.1,Ideal,F,SI2,62.4,56.0,5596.0,6.58,6.62,4.12 +31989,0.3,Ideal,F,VS2,62.1,55.0,776.0,4.31,4.26,2.66 +29946,0.26,Very Good,I,SI1,59.2,60.0,445.0,4.2,4.24,2.5 +3031,0.31,Ideal,D,SI1,62.2,54.0,565.0,4.36,4.39,2.72 +49515,0.5,Very Good,F,VVS1,61.1,55.0,2122.0,5.14,5.18,3.15 +31740,0.35,Very Good,D,SI1,63.3,56.0,772.0,4.53,4.5,2.86 +36668,0.3,Ideal,D,VS1,61.8,57.0,949.0,4.27,4.3,2.65 +3330,0.71,Very Good,E,VVS2,61.7,60.0,3376.0,5.7,5.74,3.53 +49117,0.72,Very Good,J,VS1,64.0,57.0,2066.0,5.67,5.71,3.64 +52672,0.52,Ideal,D,VS1,61.3,56.0,2550.0,5.21,5.22,3.2 +33705,0.3,Ideal,E,VVS1,62.1,56.0,838.0,4.3,4.33,2.68 +33771,0.32,Ideal,F,VVS1,61.7,56.0,841.0,4.38,4.41,2.71 +12014,1.09,Ideal,H,SI1,62.3,57.0,5149.0,6.58,6.54,4.09 +43202,0.53,Premium,E,SI1,62.1,58.0,1395.0,5.11,5.19,3.2 +5660,1.05,Good,J,VS1,57.8,64.0,3881.0,6.74,6.67,3.88 +5793,1.23,Ideal,H,I1,61.9,61.0,3905.0,6.85,6.79,4.22 +25657,2.01,Premium,I,SI1,60.1,59.0,14558.0,8.24,8.19,4.94 +10197,0.91,Premium,E,VS2,61.6,58.0,4739.0,6.2,6.18,3.81 +8535,0.91,Premium,D,SI1,60.2,60.0,4429.0,6.25,6.3,3.78 +32368,0.4,Ideal,I,VVS1,61.4,58.0,790.0,4.72,4.76,2.91 +1988,0.94,Premium,F,SI2,62.3,59.0,3095.0,6.32,6.23,3.91 +41664,0.4,Ideal,G,IF,61.8,55.0,1239.0,4.75,4.79,2.95 +5284,0.71,Very Good,D,VVS2,62.3,60.0,3799.0,5.65,5.71,3.54 +39109,0.41,Premium,H,VS1,62.6,60.0,1061.0,4.77,4.75,2.98 +37883,0.48,Premium,E,SI2,62.9,60.0,1005.0,4.93,4.9,3.09 +32871,0.37,Ideal,G,VS2,60.5,56.0,809.0,4.65,4.68,2.82 +46785,1.0,Fair,I,I1,68.6,56.0,1805.0,6.2,6.08,4.22 +42012,0.58,Very Good,J,VS2,62.9,58.0,1266.0,5.3,5.32,3.34 +18567,1.47,Premium,H,SI2,59.3,59.0,7573.0,7.39,7.34,4.37 +31258,0.32,Ideal,D,VS2,62.4,57.0,758.0,4.34,4.38,2.72 +42277,0.23,Very Good,D,VVS2,61.9,60.0,505.0,3.9,3.95,2.43 +44003,0.3,Good,I,SI1,63.5,57.0,394.0,4.24,4.26,2.7 +29526,0.38,Ideal,I,VS1,61.9,54.7,703.0,4.63,4.68,2.88 +51703,0.7,Very Good,F,VS2,60.3,59.0,2400.0,5.76,5.79,3.48 +29863,0.3,Ideal,D,VS2,62.2,55.0,710.0,4.29,4.33,2.68 +31974,0.26,Very Good,E,VS2,59.2,58.0,453.0,4.18,4.2,2.48 +20586,1.06,Ideal,D,VS1,61.7,55.0,8893.0,6.53,6.57,4.04 +20612,1.53,Premium,I,SI1,61.5,59.0,8911.0,7.39,7.32,4.52 +33791,0.32,Ideal,G,VVS1,61.1,57.0,842.0,4.41,4.43,2.7 +42301,0.51,Premium,E,SI2,59.5,60.0,1294.0,5.25,5.17,3.1 +38067,0.3,Ideal,E,VVS2,61.9,57.0,1013.0,4.31,4.28,2.66 +23085,1.58,Ideal,I,SI1,61.7,56.0,11110.0,7.47,7.5,4.62 +133,0.71,Ideal,D,SI1,61.9,59.0,2764.0,5.69,5.72,3.53 +16208,1.02,Very Good,F,VS2,61.7,58.0,6479.0,6.47,6.5,4.0 +33313,0.35,Ideal,D,SI1,60.7,57.0,827.0,4.57,4.53,2.76 +7775,0.91,Ideal,E,SI1,62.3,57.0,4284.0,6.21,6.25,3.88 +46347,0.71,Very Good,D,SI2,59.6,63.0,1758.0,5.8,5.71,3.44 +46046,0.52,Ideal,H,SI1,62.0,55.0,1730.0,5.16,5.2,3.21 +50499,0.6,Very Good,E,VS1,60.0,58.0,2270.0,5.5,5.56,3.32 +31913,0.3,Good,G,VS1,63.6,55.0,776.0,4.29,4.26,2.72 +29966,0.31,Very Good,H,SI1,61.4,55.0,446.0,4.36,4.44,2.7 +26428,1.5,Very Good,E,VS1,59.0,62.0,15957.0,7.45,7.47,4.4 +31530,0.34,Ideal,E,SI1,62.9,56.0,765.0,4.48,4.45,2.81 +23117,1.31,Ideal,G,VVS1,61.1,57.0,11146.0,7.01,7.06,4.3 +26814,2.09,Ideal,I,SI1,61.4,56.0,16704.0,8.23,8.27,5.06 +47265,0.7,Premium,J,VVS2,61.9,58.0,1843.0,5.67,5.73,3.53 +16319,1.22,Very Good,F,SI1,63.1,58.0,6530.0,6.8,6.74,4.27 +35093,0.3,Ideal,F,IF,61.4,57.0,886.0,4.34,4.36,2.67 +817,0.71,Premium,E,SI1,59.1,61.0,2863.0,5.84,5.8,3.44 +32937,0.37,Premium,E,VS2,60.3,58.0,811.0,4.63,4.66,2.8 +23859,1.5,Good,E,SI1,63.9,54.0,11948.0,7.26,7.2,4.62 +40058,0.53,Ideal,G,SI2,62.3,53.0,1113.0,5.21,5.25,3.26 +19804,1.52,Premium,D,SI2,58.6,62.0,8366.0,7.56,7.45,4.41 +368,0.8,Very Good,H,VS2,62.8,57.0,2808.0,5.87,5.91,3.7 +25570,1.12,Ideal,E,VVS1,61.5,56.0,14407.0,6.7,6.76,4.13 +33677,0.32,Ideal,E,VVS2,60.8,56.0,837.0,4.43,4.45,2.7 +3677,0.9,Ideal,J,SI1,62.7,56.0,3445.0,6.21,6.16,3.88 +29090,0.34,Good,H,VS2,63.7,57.0,689.0,4.44,4.42,2.82 +15158,1.28,Premium,H,SI2,60.2,58.0,6093.0,7.13,7.03,4.26 +52950,0.84,Ideal,H,SI2,59.9,59.0,2593.0,6.13,6.2,3.69 +22369,0.31,Very Good,H,VS2,63.2,58.0,628.0,4.33,4.31,2.73 +19171,1.17,Ideal,F,VS2,61.8,55.0,7927.0,6.74,6.81,4.19 +53699,1.05,Fair,H,SI2,64.8,55.0,2717.0,6.39,6.32,4.12 +21511,1.73,Premium,H,SI1,61.8,59.0,9607.0,7.71,7.66,4.75 +18339,1.5,Very Good,H,SI1,63.5,58.0,7459.0,7.23,7.17,4.57 +8378,0.31,Very Good,G,VS1,58.2,61.0,583.0,4.42,4.45,2.58 +43042,0.5,Very Good,E,SI1,63.5,61.0,1374.0,5.03,4.98,3.18 +29821,0.3,Premium,D,SI1,61.7,60.0,709.0,4.28,4.25,2.63 +48784,0.59,Very Good,E,VS1,60.0,56.0,2021.0,5.46,5.5,3.29 +7204,1.01,Premium,H,SI1,60.3,59.0,4191.0,6.45,6.42,3.88 +36865,0.39,Premium,D,VS2,61.3,58.0,958.0,4.7,4.73,2.89 +49206,0.72,Ideal,G,SI2,62.5,57.0,2079.0,5.71,5.75,3.58 +47363,0.54,Ideal,H,VVS1,61.1,57.0,1846.0,5.22,5.26,3.2 +21422,1.55,Ideal,G,SI2,60.7,55.0,9530.0,7.54,7.51,4.57 +19424,1.62,Ideal,J,SI1,62.4,53.2,8075.0,7.47,7.51,4.68 +13882,1.31,Very Good,I,SI2,60.9,58.0,5652.0,7.03,7.07,4.29 +14210,1.28,Good,J,VS1,59.1,62.0,5759.0,7.06,7.16,4.2 +11196,1.0,Premium,G,SI1,63.0,59.0,4956.0,6.44,6.32,4.02 +17348,1.12,Ideal,H,SI1,61.6,56.0,6962.0,6.64,6.68,4.11 +45416,0.55,Premium,G,VS2,62.3,56.0,1668.0,5.29,5.24,3.28 +35166,0.43,Ideal,H,SI1,60.7,54.0,891.0,4.96,4.92,3.0 +45316,0.32,Very Good,G,VS2,60.1,61.0,524.0,4.41,4.44,2.66 +31109,0.42,Very Good,F,SI1,60.6,58.0,753.0,4.81,4.89,2.94 +46736,0.58,Ideal,F,VS2,62.4,57.0,1798.0,5.31,5.33,3.32 +26865,2.37,Ideal,J,VS2,62.2,57.0,16789.0,8.58,8.52,5.32 +16600,1.51,Very Good,I,SI2,63.1,60.0,6630.0,7.19,7.13,4.52 +51645,0.31,Premium,G,VS2,62.2,59.0,544.0,4.3,4.35,2.69 +4372,0.73,Very Good,G,VVS1,62.9,59.0,3606.0,5.7,5.78,3.61 +2508,1.02,Very Good,E,I1,60.6,63.0,3199.0,6.52,6.46,3.93 +43313,0.55,Ideal,H,VS2,61.8,54.0,1402.0,5.28,5.3,3.27 +27648,2.11,Premium,D,SI2,60.9,60.0,18575.0,8.28,8.21,5.02 +38799,0.31,Ideal,G,VVS1,62.8,53.0,1046.0,4.36,4.34,2.73 +3584,0.59,Ideal,E,VVS1,60.7,57.0,3422.0,5.41,5.45,3.29 +36791,0.34,Premium,E,VS2,61.0,59.0,956.0,4.51,4.48,2.74 +47104,0.51,Ideal,G,VVS2,62.2,56.0,1827.0,5.09,5.13,3.18 +40691,0.38,Very Good,E,VVS2,59.7,63.0,1157.0,4.71,4.73,2.82 +34122,0.39,Ideal,G,VS1,62.2,54.3,853.0,4.66,4.69,2.91 +1542,0.7,Good,D,VS1,63.6,60.0,3001.0,5.61,5.52,3.54 +7651,0.9,Very Good,G,VS2,61.3,59.0,4269.0,6.15,6.21,3.79 +12173,1.18,Ideal,J,VS1,61.7,56.0,5182.0,6.79,6.82,4.2 +5541,0.73,Very Good,D,VS1,62.2,56.0,3856.0,5.72,5.75,3.57 +14307,0.91,Ideal,G,VS1,62.1,57.0,5795.0,6.17,6.2,3.84 +1190,0.7,Premium,F,VVS2,61.0,57.0,2932.0,5.8,5.71,3.51 +246,0.76,Premium,E,SI1,60.4,58.0,2789.0,5.92,5.94,3.58 +17982,1.23,Premium,E,SI1,59.2,62.0,7274.0,7.05,7.0,4.16 +48973,0.36,Very Good,G,SI1,61.2,63.0,537.0,4.56,4.59,2.8 +4428,1.0,Good,J,SI1,58.7,62.0,3614.0,6.47,6.51,3.81 +19160,1.08,Ideal,F,VS2,62.3,54.0,7917.0,6.6,6.56,4.1 +22479,1.51,Ideal,H,SI1,62.8,55.0,10502.0,7.32,7.29,4.59 +33072,0.32,Ideal,H,IF,61.4,55.0,814.0,4.42,4.47,2.73 +1793,0.7,Very Good,D,VS2,62.5,55.0,3052.0,5.65,5.71,3.55 +867,0.7,Very Good,G,SI2,59.0,62.0,2872.0,5.79,5.81,3.42 +11787,0.72,Ideal,F,VVS1,61.8,57.0,5086.0,5.73,5.76,3.55 +39712,0.55,Good,I,SI1,57.7,61.0,1089.0,5.37,5.34,3.09 +10412,1.27,Ideal,J,SI2,62.6,57.0,4779.0,6.88,6.85,4.3 +42575,0.59,Good,E,SI2,57.4,62.0,1327.0,5.53,5.49,3.16 +45266,0.54,Ideal,F,VS2,60.1,56.0,1662.0,5.28,5.31,3.18 +45821,0.56,Good,F,VS1,59.1,62.0,1712.0,5.36,5.42,3.19 +43171,0.54,Premium,H,VS2,61.6,58.0,1389.0,5.24,5.22,3.22 +50547,0.7,Very Good,H,VS2,62.9,58.0,2276.0,5.6,5.65,3.54 +50533,0.81,Premium,G,SI2,59.0,57.0,2274.0,6.14,6.1,3.61 +23226,1.24,Premium,F,VVS2,62.0,55.0,11231.0,6.95,6.88,4.29 +51050,0.75,Premium,H,SI1,60.7,62.0,2331.0,5.87,5.82,3.55 +9956,1.07,Ideal,E,SI2,62.4,57.0,4698.0,6.55,6.52,4.08 +24406,1.55,Ideal,E,SI1,62.3,56.0,12646.0,7.43,7.37,4.61 +465,0.7,Premium,E,VS2,63.0,60.0,2818.0,5.64,5.6,3.54 +41860,0.59,Very Good,I,SI1,61.7,55.2,1257.0,5.39,5.41,3.33 +1628,0.91,Very Good,E,SI2,58.6,63.0,3015.0,6.32,6.38,3.72 +5794,1.0,Good,F,SI2,63.7,57.0,3906.0,6.32,6.36,4.04 +33323,0.35,Premium,D,SI1,60.9,58.0,827.0,4.55,4.52,2.76 +12423,1.0,Ideal,F,SI1,62.0,55.0,5239.0,6.39,6.44,3.98 +42796,0.5,Fair,G,VS1,65.8,57.0,1350.0,5.03,4.91,3.27 +29258,0.43,Ideal,F,SI2,61.6,55.0,698.0,4.87,4.9,3.01 +41513,0.44,Ideal,G,VVS1,61.6,56.0,1235.0,4.88,4.9,3.01 +45051,0.65,Premium,E,SI2,61.4,59.0,1640.0,5.57,5.52,3.41 +14000,1.19,Premium,H,SI1,60.8,59.0,5698.0,6.87,6.84,4.17 +25517,2.0,Premium,H,SI1,63.0,54.0,14319.0,8.07,7.99,5.06 +11392,0.34,Ideal,G,VS2,61.5,56.0,596.0,4.47,4.5,2.76 +7519,1.01,Premium,I,SI1,62.9,58.0,4242.0,6.37,6.34,4.0 +25727,2.03,Very Good,E,SI2,63.1,56.0,14646.0,8.01,7.99,5.05 +17011,1.32,Very Good,I,VS1,63.5,58.0,6793.0,6.89,6.94,4.39 +13263,1.0,Good,G,SI1,62.2,63.0,5483.0,6.36,6.41,3.97 +16027,0.3,Premium,I,VS1,60.5,60.0,608.0,4.33,4.3,2.61 +220,0.53,Very Good,D,VVS2,57.5,64.0,2782.0,5.34,5.37,3.08 +17937,1.05,Premium,F,VS2,62.3,59.0,7244.0,6.5,6.46,4.04 +44740,0.52,Very Good,G,VS1,60.2,57.0,1618.0,5.22,5.26,3.15 +37801,0.51,Ideal,I,SI1,61.9,54.0,1000.0,5.12,5.15,3.18 +34616,0.27,Premium,E,VS1,60.2,59.0,470.0,4.2,4.24,2.54 +11358,1.3,Very Good,J,VS1,63.2,57.0,4994.0,6.91,6.86,4.35 +3290,0.82,Ideal,H,VS1,61.5,56.0,3364.0,6.0,6.04,3.7 +16542,1.25,Ideal,G,SI1,60.4,57.0,6608.0,7.03,7.0,4.24 +5486,0.9,Very Good,G,SI1,62.0,58.0,3841.0,6.14,6.18,3.82 +29731,0.31,Ideal,H,VVS1,61.8,57.0,707.0,4.32,4.35,2.68 +46184,0.57,Very Good,D,VS2,62.5,59.0,1748.0,5.28,5.32,3.31 +16719,0.3,Very Good,D,VS2,62.9,55.0,610.0,4.31,4.34,2.72 +11297,0.91,Premium,F,VS2,62.2,58.0,4979.0,6.17,6.21,3.85 +28381,0.33,Premium,I,VS1,59.5,60.0,668.0,4.54,4.5,2.69 +5353,0.74,Ideal,D,VS1,61.7,55.0,3813.0,5.79,5.85,3.59 +10443,1.0,Premium,H,SI1,61.3,60.0,4788.0,6.38,6.35,3.9 +30233,0.33,Ideal,E,VS2,60.5,56.0,723.0,4.48,4.51,2.72 +20205,1.35,Very Good,H,VVS2,63.1,56.0,8644.0,6.95,7.03,4.41 +3055,0.35,Premium,H,SI2,61.6,58.0,566.0,4.54,4.49,2.78 +31758,0.4,Premium,D,SI1,61.7,58.0,772.0,4.7,4.74,2.91 +29447,0.34,Ideal,E,VS2,61.5,56.0,702.0,4.48,4.5,2.76 +6246,0.9,Ideal,G,SI1,60.8,58.0,4008.0,6.2,6.29,3.8 +829,0.71,Very Good,H,VVS1,62.9,57.0,2867.0,5.67,5.69,3.57 +35828,0.41,Very Good,H,VS2,60.0,57.0,915.0,4.92,4.88,2.94 +716,1.02,Ideal,H,SI2,61.6,55.0,2856.0,6.49,6.43,3.98 +5159,1.0,Good,J,VS2,58.7,61.0,3769.0,6.5,6.52,3.82 +23337,1.04,Premium,E,VVS1,60.9,58.0,11382.0,6.61,6.53,4.0 +18048,0.35,Ideal,E,SI1,61.0,57.0,614.0,4.54,4.57,2.78 +53627,0.35,Very Good,I,VS1,60.7,62.0,552.0,4.53,4.59,2.77 +4362,0.9,Good,D,VS2,57.9,62.0,3604.0,6.33,6.24,3.64 +19490,1.3,Ideal,H,VS2,62.8,56.0,8124.0,7.03,6.93,4.38 +38689,0.37,Ideal,E,VS2,61.2,57.0,1041.0,4.64,4.58,2.82 +19450,1.21,Ideal,G,VS2,59.8,57.0,8097.0,6.98,6.9,4.15 +51563,0.79,Premium,G,SI1,61.7,60.0,2389.0,5.93,5.91,3.65 +24877,1.62,Premium,F,SI1,63.0,58.0,13298.0,7.47,7.43,4.69 +32071,0.33,Premium,D,SI1,60.4,60.0,780.0,4.46,4.41,2.68 +13239,1.05,Premium,H,VS2,59.0,59.0,5468.0,6.71,6.68,3.95 +6525,0.91,Good,F,SI1,58.0,57.0,4067.0,6.36,6.47,3.72 +17524,1.12,Good,F,VS2,63.8,57.0,7051.0,6.61,6.59,4.21 +53051,0.72,Premium,F,VS2,62.7,59.0,2607.0,5.75,5.71,3.59 +28277,0.25,Ideal,G,SI1,62.3,53.0,363.0,4.06,4.09,2.54 +49934,0.51,Premium,E,VVS2,62.1,57.0,2185.0,5.18,5.15,3.21 +20936,1.64,Very Good,I,SI1,62.3,58.0,9144.0,7.53,7.63,4.72 +48952,0.57,Premium,D,VS2,61.9,58.0,2047.0,5.35,5.32,3.3 +3337,0.79,Ideal,E,VS2,59.3,57.0,3377.0,6.02,6.06,3.58 +27211,2.0,Ideal,F,SI2,62.9,56.0,17534.0,7.94,8.01,5.02 +20422,1.09,Ideal,G,VVS1,62.1,55.0,8778.0,6.58,6.63,4.1 +40665,0.39,Ideal,G,IF,61.7,55.0,1154.0,4.68,4.72,2.9 +40974,0.4,Ideal,E,VS1,59.2,62.0,1180.0,4.8,4.83,2.85 +21125,1.17,Ideal,G,VVS2,61.2,56.0,9289.0,6.77,6.85,4.17 +6969,0.91,Good,G,VS1,64.1,59.0,4150.0,6.1,6.13,3.92 +49212,0.7,Good,E,SI1,59.8,64.0,2079.0,5.75,5.69,3.42 +40448,0.51,Ideal,F,SI2,61.1,56.0,1139.0,5.18,5.21,3.17 +13651,1.15,Very Good,G,SI1,62.2,59.0,5587.0,6.66,6.71,4.16 +48600,0.55,Ideal,E,VS1,61.2,54.0,1996.0,5.3,5.32,3.25 +3160,0.72,Ideal,H,VVS2,61.6,56.0,3334.0,5.75,5.77,3.55 +42842,0.41,Ideal,F,VVS1,62.1,57.0,1356.0,4.79,4.75,2.96 +49629,0.32,Ideal,J,VS1,61.3,57.0,540.0,4.43,4.41,2.71 +12026,1.11,Premium,E,SI2,62.6,59.0,5152.0,6.71,6.65,4.18 +39159,0.35,Ideal,E,VS1,61.6,57.0,1063.0,4.53,4.5,2.78 +18229,1.26,Ideal,H,SI1,60.8,57.0,7400.0,7.01,6.97,4.25 +20589,1.74,Ideal,I,SI2,61.6,57.0,8896.0,7.67,7.74,4.75 +21070,1.03,Ideal,F,VVS2,62.0,56.0,9245.0,6.45,6.48,4.01 +51003,0.59,Premium,D,VS1,61.9,58.0,2326.0,5.37,5.32,3.31 +646,0.71,Very Good,D,SI1,61.5,58.0,2843.0,5.73,5.79,3.54 +8642,1.06,Premium,I,SI1,61.9,57.0,4452.0,6.61,6.51,4.06 +19577,1.53,Premium,J,VS1,62.8,59.0,8205.0,7.34,7.31,4.6 +3613,0.82,Ideal,F,SI1,61.1,56.0,3428.0,6.06,6.08,3.71 +22396,1.52,Ideal,I,IF,62.2,57.0,10419.0,7.27,7.33,4.54 +30475,0.31,Ideal,I,VVS1,62.0,54.0,732.0,4.37,4.34,2.7 +29238,0.43,Good,I,VS2,58.0,57.0,696.0,4.96,5.01,2.89 +48979,0.36,Ideal,D,SI2,62.3,57.0,537.0,4.52,4.57,2.83 +3199,0.72,Ideal,G,VS2,61.7,55.0,3344.0,5.72,5.79,3.55 +44441,0.59,Premium,D,SI2,62.6,61.0,1590.0,5.33,5.27,3.32 +44480,0.55,Ideal,E,VS2,62.0,55.0,1596.0,5.24,5.28,3.26 +11373,0.34,Ideal,E,SI1,61.7,56.0,596.0,4.49,4.52,2.78 +25852,1.5,Premium,F,VS1,62.6,58.0,14918.0,7.31,7.26,4.56 +19426,1.0,Very Good,D,VS1,60.5,59.0,8077.0,6.43,6.46,3.9 +46929,0.52,Premium,G,VS1,61.2,60.0,1815.0,5.19,5.13,3.16 +41808,0.4,Ideal,E,VS1,62.4,58.0,1250.0,4.7,4.72,2.94 +48767,0.5,Ideal,F,VVS1,62.0,58.0,2018.0,5.06,5.07,3.14 +36821,0.7,Fair,G,I1,64.3,62.0,956.0,5.59,5.49,3.57 +20547,1.52,Good,D,SI2,63.2,58.0,8868.0,7.25,7.31,4.6 +51652,0.26,Ideal,G,VVS2,62.0,56.0,545.0,4.12,4.15,2.56 +4594,1.02,Premium,G,SI2,62.5,58.0,3656.0,6.42,6.34,3.99 +53095,0.76,Very Good,E,SI1,63.2,57.0,2613.0,5.8,5.75,3.65 +8393,0.5,Fair,F,I1,69.8,55.0,584.0,4.89,4.8,3.38 +47881,0.58,Ideal,G,VS1,61.8,55.0,1911.0,5.35,5.39,3.32 +10444,1.0,Premium,H,SI1,59.4,58.0,4788.0,6.51,6.46,3.85 +52752,0.7,Fair,D,VS2,65.2,59.0,2560.0,5.58,5.55,3.63 +42346,0.42,Ideal,H,VS1,61.0,57.0,1299.0,4.85,4.89,2.97 +5670,1.29,Very Good,J,SI2,63.5,57.0,3884.0,6.89,6.87,4.37 +23595,1.03,Ideal,E,VVS2,61.7,56.0,11611.0,6.49,6.51,4.01 +38961,0.31,Good,I,VS1,63.2,56.0,489.0,4.28,4.33,2.72 +43614,0.31,Very Good,E,SI1,63.0,58.0,507.0,4.29,4.31,2.71 +37862,0.34,Ideal,F,VVS2,61.0,56.0,1003.0,4.54,4.57,2.78 +49574,0.59,Ideal,G,VVS2,61.0,57.0,2131.0,5.44,5.41,3.31 +39191,0.31,Ideal,E,VVS1,61.3,56.0,1064.0,4.39,4.43,2.7 +44157,0.53,Ideal,E,SI1,61.4,56.0,1564.0,5.2,5.26,3.21 +24812,2.01,Premium,H,SI2,61.9,57.0,13199.0,8.13,7.96,4.98 +30046,0.41,Premium,G,SI1,61.5,59.0,719.0,4.75,4.78,2.93 +10933,1.1,Ideal,F,SI2,60.4,55.0,4897.0,6.77,6.73,4.08 +12388,0.33,Ideal,H,VS1,61.9,55.0,598.0,4.46,4.49,2.77 +10799,1.0,Premium,H,VS2,59.7,58.0,4861.0,6.57,6.52,3.91 +16888,1.2,Ideal,D,SI2,61.7,56.0,6740.0,6.88,6.81,4.22 +12770,1.33,Very Good,J,SI1,64.0,53.0,5327.0,6.93,7.01,4.46 +2514,0.9,Ideal,E,SI2,62.6,56.0,3200.0,6.15,6.06,3.82 +19367,0.4,Good,D,SI2,63.1,57.0,622.0,4.72,4.75,2.99 +33964,0.35,Premium,G,VS1,62.6,56.0,845.0,4.52,4.49,2.82 +53040,0.74,Ideal,G,VS2,61.3,55.0,2604.0,5.82,5.89,3.59 +32287,0.26,Ideal,F,VS2,62.1,57.0,453.0,4.06,4.12,2.54 +24291,1.23,Ideal,E,VVS2,61.7,57.0,12539.0,6.85,6.91,4.25 +17646,1.13,Ideal,H,VVS2,59.7,59.0,7108.0,6.89,6.77,4.08 +52329,0.73,Premium,H,VS2,61.0,58.0,2496.0,5.76,5.84,3.54 +14995,1.02,Ideal,D,SI1,61.2,56.0,6040.0,6.51,6.56,4.0 +50932,0.71,Ideal,I,SI1,62.1,55.0,2319.0,5.67,5.73,3.55 +12338,1.22,Premium,G,SI2,61.6,62.0,5226.0,6.79,6.75,4.17 +17899,1.0,Good,E,VVS2,65.3,56.0,7226.0,6.19,6.24,4.06 +36950,0.28,Very Good,H,VVS1,58.5,61.0,480.0,4.27,4.31,2.51 +13348,1.11,Ideal,I,VS2,61.7,55.0,5506.0,6.66,6.69,4.12 +13055,1.03,Premium,D,SI1,60.5,61.0,5410.0,6.47,6.43,3.9 +11969,1.05,Premium,H,SI1,60.2,62.0,5139.0,6.57,6.52,3.94 +51770,0.7,Good,F,SI1,58.7,60.0,2409.0,5.75,5.81,3.39 +30857,0.33,Premium,G,VS2,60.6,61.0,743.0,4.49,4.46,2.71 +10855,1.13,Premium,H,SI2,62.3,57.0,4873.0,6.68,6.65,4.15 +43912,0.35,Premium,I,SI2,60.9,58.0,512.0,4.56,4.53,2.77 +17693,1.06,Very Good,G,VS1,61.7,57.0,7132.0,6.52,6.56,4.04 +14822,1.35,Ideal,J,VS2,61.4,57.0,5969.0,7.13,7.1,4.37 +15334,1.02,Ideal,D,SI1,61.3,56.0,6157.0,6.48,6.53,3.99 +51736,0.73,Very Good,G,SI1,61.5,59.0,2402.0,5.76,5.81,3.56 +17717,0.3,Good,F,VVS2,66.0,55.0,613.0,4.19,4.21,2.77 +6174,0.9,Good,F,SI1,63.9,59.0,3992.0,6.09,6.06,3.88 +35784,0.32,Ideal,F,VVS1,61.5,56.0,912.0,4.41,4.43,2.72 +10820,1.01,Very Good,H,SI1,59.3,62.0,4868.0,6.57,6.55,3.89 +52250,0.74,Ideal,G,SI2,61.9,55.0,2487.0,5.82,5.84,3.61 +34054,0.36,Ideal,D,SI1,59.5,56.0,851.0,4.68,4.63,2.77 +14188,0.9,Very Good,D,VS1,63.0,58.0,5757.0,6.11,6.15,3.86 +51953,0.56,Very Good,E,VVS2,60.7,57.0,2442.0,5.31,5.36,3.24 +46159,0.5,Ideal,E,VS2,61.5,57.0,1746.0,5.14,5.11,3.15 +30425,0.32,Ideal,G,VVS2,62.6,57.0,730.0,4.34,4.38,2.73 +3126,0.78,Ideal,D,SI1,61.2,58.0,3326.0,5.92,5.95,3.63 +35111,0.3,Ideal,F,IF,62.1,55.0,886.0,4.32,4.35,2.69 +3994,0.71,Ideal,F,VS2,61.8,55.0,3516.0,5.74,5.76,3.55 +536,0.96,Ideal,F,I1,60.7,55.0,2826.0,6.41,6.37,3.88 +17161,1.09,Ideal,E,SI2,62.7,55.9,6852.0,6.52,6.58,4.11 +44944,0.55,Ideal,H,VS1,62.3,56.0,1634.0,5.22,5.27,3.27 +774,0.7,Premium,D,VS2,62.4,56.0,2859.0,5.72,5.66,3.55 +17972,1.1,Ideal,H,VVS2,62.0,56.0,7267.0,6.59,6.63,4.1 +36423,0.39,Good,G,VS2,63.7,53.0,942.0,4.67,4.62,2.96 +48490,0.75,Premium,G,SI1,59.4,62.0,1980.0,5.95,5.91,3.52 +15879,1.26,Ideal,I,VS2,62.6,55.0,6350.0,6.96,6.91,4.34 +25934,2.01,Good,E,SI1,63.8,55.0,15093.0,8.0,7.96,5.09 +3822,0.9,Good,F,SI2,57.9,62.0,3470.0,6.23,6.35,3.64 +20828,1.5,Premium,I,VS2,62.5,59.0,9055.0,7.3,7.26,4.55 +16041,0.3,Very Good,I,VS1,63.5,57.0,608.0,4.29,4.24,2.71 +24686,1.61,Very Good,E,SI1,62.3,57.0,13047.0,7.43,7.47,4.64 +28689,0.36,Very Good,G,VS1,60.6,60.0,678.0,4.57,4.61,2.78 +33770,0.32,Ideal,D,VVS2,62.3,54.0,841.0,4.42,4.44,2.76 +48543,0.72,Very Good,J,VS1,62.7,58.0,1988.0,5.67,5.72,3.57 +50923,0.7,Ideal,F,SI1,61.6,56.0,2319.0,5.73,5.67,3.51 +34065,0.36,Ideal,D,SI1,62.7,57.0,851.0,4.59,4.54,2.86 +1760,0.71,Very Good,F,VS1,61.2,57.0,3045.0,5.73,5.77,3.52 +17420,1.13,Ideal,I,VS1,61.8,57.0,6980.0,6.66,6.7,4.13 +46511,0.47,Ideal,F,VVS1,61.9,55.0,1779.0,4.98,5.0,3.09 +8950,1.19,Premium,I,SI2,60.1,59.0,4498.0,6.9,6.82,4.12 +42433,0.53,Ideal,H,VS2,62.5,56.0,1314.0,5.15,5.19,3.23 +40086,0.33,Ideal,H,IF,61.9,55.0,1114.0,4.44,4.42,2.74 +46826,0.58,Ideal,E,VS2,61.7,57.0,1809.0,5.42,5.35,3.32 +21409,1.61,Ideal,G,VS2,62.2,56.0,9521.0,7.57,7.5,4.69 +5313,0.9,Ideal,E,SI2,62.1,56.0,3804.0,6.25,6.19,3.86 +3497,0.7,Ideal,F,VS1,61.6,56.0,3399.0,5.65,5.72,3.5 +9080,1.02,Good,H,SI2,61.4,60.0,4521.0,6.44,6.49,3.97 +37830,0.33,Ideal,D,VS2,62.1,56.0,1002.0,4.47,4.42,2.76 +51444,0.7,Premium,G,SI1,58.6,62.0,2375.0,5.83,5.8,3.41 +39944,0.28,Good,F,VVS2,64.9,57.0,492.0,4.13,4.16,2.69 +9754,0.94,Premium,E,SI1,60.0,58.0,4661.0,6.37,6.44,3.84 +47960,0.7,Ideal,H,SI1,60.6,57.0,1919.0,5.73,5.78,3.49 +33337,0.41,Premium,G,VS2,59.2,58.0,827.0,4.8,4.83,2.85 +46526,0.51,Ideal,G,VS1,62.1,55.0,1781.0,5.17,5.14,3.2 +33250,0.45,Ideal,I,VS1,61.6,54.0,825.0,4.95,4.99,3.06 +4821,0.9,Premium,F,SI2,60.5,57.0,3704.0,6.23,6.2,3.76 +21815,1.75,Ideal,J,VS2,62.1,56.0,9890.0,7.74,7.69,4.79 +2305,0.78,Good,F,VS1,64.0,54.0,3163.0,5.86,5.82,3.74 +50972,0.31,Good,E,SI1,63.4,57.0,544.0,4.31,4.33,2.74 +1494,0.57,Good,E,VVS1,59.1,65.0,2990.0,5.34,5.43,3.18 +29015,0.39,Ideal,J,VVS2,62.0,54.5,687.0,4.67,4.7,2.9 +28982,0.31,Ideal,E,VS1,61.9,54.4,685.0,4.33,4.37,2.69 +38779,0.31,Ideal,E,VVS2,61.7,56.0,1046.0,4.36,4.33,2.68 +34780,0.41,Premium,D,SI2,61.9,58.0,876.0,4.73,4.71,2.92 +28723,0.31,Premium,E,VS2,62.7,58.0,680.0,4.31,4.33,2.71 +30291,0.3,Very Good,G,SI1,59.8,57.0,447.0,4.32,4.37,2.6 +53686,0.74,Very Good,F,SI1,62.7,58.0,2715.0,5.71,5.78,3.6 +35226,0.33,Ideal,F,VVS1,61.1,56.0,893.0,4.45,4.48,2.73 +6529,0.9,Very Good,D,SI1,61.1,63.0,4068.0,6.17,6.21,3.78 +18586,1.56,Very Good,H,SI2,58.7,63.0,7583.0,7.73,7.55,4.49 +6440,1.29,Very Good,G,SI2,63.2,54.0,4045.0,6.96,6.94,4.39 +4005,0.9,Very Good,I,VS2,63.3,58.0,3519.0,6.07,6.13,3.86 +38445,0.4,Very Good,E,VVS2,63.6,55.0,1028.0,4.67,4.7,2.98 +39045,0.41,Premium,G,VVS2,62.2,58.0,1056.0,4.82,4.76,2.98 +48676,0.54,Very Good,D,VS1,62.1,59.0,2004.0,5.18,5.19,3.22 +40232,0.41,Ideal,G,VVS1,61.0,55.0,1123.0,4.8,4.82,2.93 +50040,0.71,Very Good,I,VS1,63.3,58.0,2198.0,5.68,5.66,3.59 +21361,0.33,Ideal,E,VS1,60.0,57.0,625.0,4.47,4.5,2.69 +38728,0.4,Ideal,G,VVS1,62.0,56.0,1043.0,4.73,4.76,2.94 +49318,0.32,Premium,G,SI2,62.4,59.0,540.0,4.4,4.35,2.73 +18316,1.0,Very Good,F,VS1,61.9,58.0,7450.0,6.34,6.37,3.94 +29997,0.43,Premium,D,SI2,62.6,58.0,716.0,4.79,4.82,3.01 +29974,0.32,Ideal,D,SI1,60.9,55.0,715.0,4.45,4.48,2.72 +32203,0.35,Premium,E,SI1,61.1,59.0,788.0,4.56,4.5,2.77 +4055,0.35,Ideal,I,VS1,61.7,54.0,571.0,4.54,4.57,2.81 +22309,1.61,Premium,J,IF,62.1,58.0,10350.0,7.53,7.47,4.66 +48646,0.31,Premium,D,SI1,58.5,59.0,537.0,4.49,4.44,2.61 +38873,0.4,Premium,F,VS1,61.9,59.0,1050.0,4.7,4.67,2.9 +15122,1.11,Ideal,I,VS1,61.0,57.0,6077.0,6.68,6.72,4.09 +36373,0.38,Ideal,E,VS1,60.8,56.0,940.0,4.7,4.75,2.86 +17104,1.51,Very Good,I,SI2,63.1,60.0,6819.0,7.19,7.13,4.52 +142,0.71,Premium,G,VS2,59.8,56.0,2766.0,5.89,5.81,3.5 +46313,0.3,Ideal,H,VS1,62.3,55.0,526.0,4.29,4.34,2.69 +19710,0.41,Ideal,I,VS2,61.4,54.0,625.0,4.81,4.83,2.96 +46812,0.51,Premium,D,VS2,62.7,59.0,1807.0,5.09,5.05,3.18 +20339,1.52,Premium,D,SI2,60.2,60.0,8737.0,7.4,7.46,4.47 +12645,1.01,Premium,H,VS1,61.2,61.0,5294.0,6.44,6.41,3.93 +19841,1.21,Premium,G,VS2,62.8,59.0,8402.0,6.84,6.76,4.27 +4847,0.71,Ideal,F,VS1,60.9,57.0,3710.0,5.76,5.78,3.51 +41579,0.5,Very Good,E,SI1,61.4,63.0,1238.0,5.1,5.06,3.12 +30483,0.31,Premium,D,SI1,60.0,61.0,732.0,4.43,4.41,2.65 +34009,0.3,Premium,D,VS1,59.4,60.0,848.0,4.38,4.34,2.59 +6343,1.0,Very Good,I,SI1,60.4,63.0,4032.0,6.44,6.37,3.87 +4780,1.23,Fair,E,I1,67.4,56.0,3692.0,6.76,6.56,4.49 +5580,0.91,Ideal,J,VS1,61.9,56.0,3863.0,6.19,6.22,3.85 +34900,0.33,Ideal,F,VVS1,62.0,55.0,880.0,4.44,4.47,2.76 +1252,0.77,Ideal,I,SI1,61.5,56.0,2946.0,5.9,5.93,3.64 +16711,0.31,Very Good,F,VS2,58.8,58.0,609.0,4.45,4.49,2.63 +25204,1.52,Very Good,D,VS2,62.4,58.0,13799.0,7.23,7.28,4.53 +52998,0.73,Ideal,I,VS1,61.0,56.0,2596.0,5.82,5.86,3.56 +3853,0.7,Ideal,F,VVS2,61.0,57.0,3478.0,5.73,5.75,3.5 +34003,0.42,Very Good,G,VS2,62.6,57.0,847.0,4.76,4.8,2.99 +28842,0.41,Very Good,E,SI2,62.9,58.0,683.0,4.72,4.75,2.98 +23299,1.59,Very Good,H,VS2,60.7,61.1,11333.0,7.5,7.56,4.57 +47143,0.64,Ideal,H,VS2,62.3,54.0,1831.0,5.52,5.55,3.44 +52348,0.55,Ideal,E,VVS2,61.4,56.0,2499.0,5.28,5.31,3.25 +49281,0.6,Ideal,G,VS1,61.3,60.0,2091.0,5.39,5.41,3.31 +13366,0.24,Very Good,F,VS1,63.0,58.0,419.0,3.92,3.95,2.48 +2927,0.9,Fair,I,VVS2,60.9,66.0,3288.0,6.1,6.12,3.72 +28332,0.33,Ideal,G,VS1,61.9,54.0,666.0,4.44,4.48,2.76 +44853,0.5,Ideal,H,VS2,61.5,56.0,1626.0,5.11,5.13,3.15 +38107,0.36,Premium,E,VS2,62.3,58.0,1013.0,4.55,4.51,2.82 +53724,0.7,Good,F,VVS2,63.1,58.0,2721.0,5.6,5.66,3.55 +46302,0.3,Very Good,G,VS2,60.6,61.0,526.0,4.29,4.32,2.61 +47155,0.52,Very Good,G,VVS2,63.2,57.0,1833.0,5.08,5.11,3.22 +13660,1.24,Very Good,H,SI2,61.2,57.0,5592.0,6.87,7.02,4.25 +6140,1.02,Ideal,H,I1,62.1,56.0,3987.0,6.45,6.4,3.99 +23503,1.04,Ideal,D,VVS2,60.9,57.0,11511.0,6.54,6.6,4.0 +1472,0.71,Very Good,G,VS1,60.8,63.0,2982.0,5.76,5.68,3.48 +25162,1.54,Very Good,F,VS2,60.8,58.0,13735.0,7.43,7.56,4.56 +15289,1.21,Ideal,I,VS2,62.0,60.0,6135.0,6.77,6.84,4.22 +42895,0.51,Premium,H,VS2,58.5,61.0,1359.0,5.26,5.23,3.07 +2144,0.9,Good,H,SI1,60.5,64.0,3125.0,6.18,6.11,3.72 +53695,0.71,Ideal,E,SI1,61.8,57.0,2717.0,5.72,5.76,3.55 +51330,0.31,Very Good,E,SI1,62.9,58.0,544.0,4.29,4.33,2.71 +5687,0.91,Very Good,H,VS2,61.6,60.0,3887.0,6.19,6.21,3.82 +36790,0.34,Ideal,E,VS2,62.4,54.0,956.0,4.49,4.48,2.8 +1158,0.7,Ideal,I,VS1,61.5,56.0,2924.0,5.71,5.75,3.52 +9958,1.11,Premium,F,SI1,60.4,58.0,4699.0,6.68,6.66,4.03 +42565,0.55,Very Good,H,VS2,60.2,59.0,1327.0,5.36,5.24,3.19 +4347,0.72,Ideal,E,VS2,60.8,56.0,3601.0,5.78,5.82,3.53 +7568,0.9,Fair,D,SI1,63.8,61.0,4252.0,6.07,5.99,3.85 +6094,0.9,Very Good,D,SI2,61.2,54.0,3975.0,6.25,6.29,3.84 +34425,0.3,Ideal,G,IF,61.5,56.0,863.0,4.32,4.36,2.67 +20193,1.51,Very Good,I,SI1,62.7,61.0,8637.0,7.27,7.33,4.58 +16470,1.2,Very Good,G,VS2,63.3,57.0,6580.0,6.69,6.64,4.22 +11602,1.08,Premium,G,SI1,59.4,60.0,5044.0,6.7,6.63,3.96 +38957,0.31,Good,I,VS1,63.9,56.0,489.0,4.28,4.3,2.74 +40690,0.58,Fair,D,SI2,65.1,58.0,1156.0,5.25,5.22,3.41 +5415,0.85,Ideal,D,VS2,61.9,55.0,3821.0,6.07,6.14,3.78 +20359,1.51,Premium,H,SI1,61.5,58.0,8752.0,7.38,7.31,4.52 +30015,0.31,Ideal,H,VS1,61.3,55.0,717.0,4.36,4.41,2.69 +53624,0.3,Premium,I,VVS1,62.2,58.0,552.0,4.28,4.31,2.67 +34224,0.38,Premium,G,SI1,62.4,59.0,855.0,4.64,4.59,2.88 +49255,0.7,Premium,G,SI2,62.0,60.0,2087.0,5.7,5.62,3.51 +18357,1.0,Good,G,VVS1,58.4,60.0,7467.0,6.55,6.61,3.84 +15921,1.01,Fair,D,VS2,65.3,58.0,6366.0,6.29,6.24,4.09 +40884,0.38,Ideal,E,VVS2,61.6,55.0,1176.0,4.66,4.63,2.86 +27452,2.04,Premium,H,VS1,60.7,61.0,18104.0,8.18,8.1,4.94 +40041,0.4,Ideal,D,VVS2,62.8,56.0,1111.0,4.68,4.72,2.95 +29003,0.34,Premium,F,VS2,62.6,59.0,686.0,4.44,4.48,2.79 +20519,1.05,Ideal,G,IF,62.5,56.0,8850.0,6.48,6.52,4.06 +47392,0.54,Ideal,E,VS2,60.8,57.0,1847.0,5.29,5.24,3.2 +7,0.24,Very Good,I,VVS1,62.3,57.0,336.0,3.95,3.98,2.47 +2767,0.9,Ideal,I,SI1,60.8,57.0,3251.0,6.25,6.22,3.79 +30362,0.36,Premium,H,VS2,60.0,62.0,729.0,4.62,4.58,2.76 +32090,0.33,Ideal,D,VS2,61.8,56.0,781.0,4.4,4.44,2.73 +3495,1.01,Good,I,SI2,61.8,62.0,3399.0,6.28,6.35,3.9 +7747,0.91,Good,F,SI1,63.9,55.0,4279.0,6.1,6.17,3.92 +23018,0.3,Very Good,G,VS2,63.1,58.0,630.0,4.27,4.23,2.68 +38226,0.4,Premium,H,VVS1,61.8,58.0,1017.0,4.69,4.72,2.91 +41899,0.54,Ideal,I,VS2,61.9,56.0,1260.0,5.2,5.26,3.24 +28404,0.35,Ideal,G,SI1,61.3,56.0,669.0,4.56,4.54,2.79 +36141,0.33,Ideal,E,VS2,61.0,57.0,928.0,4.46,4.43,2.71 +38288,0.28,Very Good,F,VS1,61.0,59.0,487.0,4.23,4.29,2.6 +11538,1.01,Ideal,H,VS2,61.9,57.0,5028.0,6.42,6.48,3.99 +41211,0.51,Premium,E,SI2,60.3,56.0,1205.0,5.22,5.19,3.14 +50197,0.52,Ideal,D,VS2,61.8,55.0,2225.0,5.19,5.23,3.22 +45717,0.56,Ideal,E,SI1,61.7,56.0,1698.0,5.33,5.3,3.28 +11626,1.13,Premium,H,SI1,60.1,60.0,5050.0,6.77,6.73,4.06 +34944,0.23,Very Good,E,VS1,60.4,62.0,378.0,3.93,3.99,2.39 +10970,1.04,Very Good,D,SI2,58.6,58.0,4906.0,6.65,6.72,3.92 +46225,0.61,Premium,H,VVS2,60.9,60.0,1752.0,5.47,5.5,3.34 +47134,0.7,Very Good,H,SI1,62.6,57.0,1830.0,5.64,5.7,3.55 +22416,1.71,Ideal,I,SI2,61.1,55.0,10438.0,7.78,7.73,4.74 +20294,2.16,Ideal,H,I1,62.2,56.0,8709.0,8.31,8.26,5.15 +425,0.73,Premium,E,VS2,58.6,60.0,2812.0,5.92,5.89,3.46 +2850,1.1,Premium,I,SI2,59.3,62.0,3271.0,6.75,6.7,3.99 +24484,2.28,Ideal,J,SI1,61.6,57.0,12755.0,8.5,8.43,5.21 +7506,1.05,Very Good,G,SI2,62.5,60.0,4241.0,6.45,6.5,4.05 +53222,0.74,Very Good,E,SI2,59.9,59.0,2638.0,5.93,5.95,3.56 +8260,1.0,Very Good,H,SI2,62.0,57.0,4379.0,6.4,6.34,3.95 +40134,0.41,Premium,H,VVS1,60.4,58.0,1115.0,4.85,4.79,2.91 +37813,0.44,Good,E,VS2,59.0,64.0,1001.0,5.01,4.94,2.93 +8953,1.0,Good,I,VS1,63.9,56.0,4499.0,6.18,6.37,4.01 +29444,0.4,Ideal,G,SI1,61.3,56.0,701.0,4.73,4.76,2.91 +49134,0.56,Ideal,D,VS2,62.8,57.0,2066.0,5.29,5.25,3.31 +18319,1.0,Premium,E,VS1,61.1,60.0,7452.0,6.41,6.43,3.92 +52225,0.75,Premium,H,VS2,60.8,57.0,2484.0,5.9,5.87,3.58 +7938,1.05,Premium,G,SI2,61.3,58.0,4318.0,6.6,6.55,4.03 +13943,1.3,Premium,H,SI1,62.9,60.0,5671.0,6.95,6.88,4.35 +48441,0.51,Premium,G,VVS2,61.5,56.0,1974.0,5.15,5.12,3.16 +45941,0.52,Ideal,G,VS1,61.6,56.0,1722.0,5.18,5.22,3.2 +24924,2.13,Fair,H,SI2,64.5,58.0,13370.0,8.09,8.01,5.19 +52694,0.7,Very Good,F,SI1,61.5,60.0,2553.0,5.65,5.7,3.49 +3745,0.3,Premium,F,VS1,61.0,58.0,570.0,4.33,4.36,2.65 +52697,0.7,Very Good,E,VS2,61.4,57.0,2553.0,5.7,5.73,3.51 +50794,0.72,Good,E,SI1,63.9,58.0,2305.0,5.72,5.64,3.63 +49426,0.7,Very Good,H,SI1,61.0,58.0,2107.0,5.67,5.7,3.47 +49460,0.71,Premium,H,SI1,62.4,59.0,2112.0,5.65,5.6,3.51 +38296,0.3,Ideal,G,SI1,60.6,57.0,487.0,4.34,4.37,2.63 +13587,1.05,Premium,F,SI1,61.6,57.0,5557.0,6.56,6.53,4.03 +52629,0.35,Premium,H,SI2,62.0,58.0,551.0,4.5,4.47,2.78 +27058,0.28,Premium,G,VVS2,60.2,60.0,646.0,4.26,4.24,2.56 +35910,0.4,Ideal,H,VS2,60.9,56.0,919.0,4.79,4.83,2.93 +50390,0.78,Very Good,H,SI2,61.8,59.0,2252.0,5.85,5.9,3.63 +17097,1.51,Fair,H,SI2,65.5,56.0,6816.0,7.18,7.13,4.69 +32297,0.25,Ideal,G,VS1,62.5,55.0,454.0,4.0,4.02,2.51 +23016,0.3,Premium,G,VS2,61.1,62.0,630.0,4.33,4.28,2.63 +52676,0.88,Fair,I,VS2,57.4,67.0,2550.0,6.49,6.36,3.69 +22155,1.09,Ideal,F,VVS2,62.0,56.0,10196.0,6.63,6.6,4.1 +35685,0.35,Ideal,D,VVS2,61.0,57.0,910.0,4.54,4.58,2.78 +30598,0.31,Ideal,D,VS2,60.7,56.0,734.0,4.35,4.38,2.65 +40646,0.4,Very Good,G,IF,61.0,59.0,1154.0,4.75,4.79,2.91 +6854,0.8,Ideal,E,SI1,61.9,55.0,4125.0,5.94,5.98,3.69 +491,0.72,Premium,E,VS2,62.4,59.0,2822.0,5.77,5.7,3.58 +7474,1.2,Ideal,J,SI1,63.0,57.0,4234.0,6.74,6.64,4.24 +51608,0.75,Premium,F,SI2,60.5,58.0,2394.0,5.91,5.86,3.56 +44261,0.51,Ideal,I,VVS2,60.6,56.0,1575.0,5.18,5.22,3.15 +3558,0.79,Ideal,H,VVS2,62.4,56.0,3417.0,5.91,5.94,3.7 +43292,0.58,Very Good,F,SI1,59.9,58.0,1401.0,5.35,5.4,3.22 +21623,1.06,Ideal,E,VVS2,61.0,57.0,9712.0,6.63,6.54,4.02 +15452,1.26,Ideal,J,VVS1,61.4,60.0,6186.0,6.92,6.95,4.26 +10391,0.31,Premium,G,SI1,61.4,58.0,593.0,4.35,4.31,2.66 +431,0.76,Ideal,E,SI1,61.7,57.0,2814.0,5.88,5.85,3.62 +36945,0.26,Ideal,G,VS1,62.1,55.0,478.0,4.09,4.12,2.55 +10659,1.18,Ideal,I,SI2,62.2,57.0,4838.0,6.73,6.76,4.2 +32050,0.43,Ideal,I,VS2,62.1,57.0,780.0,4.83,4.86,3.01 +20924,1.12,Ideal,F,VS2,61.8,55.0,9138.0,6.63,6.67,4.11 +5074,0.93,Premium,H,SI1,61.8,59.0,3750.0,6.27,6.23,3.86 +37340,0.4,Good,E,VVS2,57.7,62.0,981.0,4.82,4.88,2.8 +948,0.7,Very Good,F,VS1,62.2,58.0,2889.0,5.64,5.75,3.54 +39888,0.42,Ideal,F,VS1,60.9,57.0,1103.0,4.88,4.84,2.96 +16411,1.0,Premium,G,VS1,59.1,61.0,6552.0,6.54,6.48,3.85 +35150,0.32,Ideal,E,VVS2,62.3,55.0,890.0,4.37,4.4,2.73 +50592,0.71,Good,H,SI1,58.4,62.1,2282.0,5.8,5.83,3.4 +52920,0.71,Very Good,F,SI1,62.4,59.0,2590.0,5.64,5.7,3.54 +51966,0.3,Ideal,H,VS1,62.2,57.0,545.0,4.28,4.31,2.67 +21795,1.0,Good,F,IF,63.2,63.0,9867.0,6.24,6.26,3.95 +44456,0.5,Very Good,G,VS1,61.3,58.0,1592.0,5.03,5.09,3.1 +1218,0.73,Ideal,F,VS2,62.7,58.0,2939.0,5.72,5.77,3.6 +48166,0.51,Good,F,VVS2,60.2,62.0,1942.0,5.16,5.21,3.12 +34325,0.39,Premium,F,SI1,61.3,62.0,860.0,4.71,4.68,2.88 +21462,1.55,Very Good,E,SI2,59.5,56.0,9557.0,7.56,7.59,4.51 +53446,0.72,Ideal,F,SI2,61.9,54.0,2674.0,5.83,5.73,3.57 +39777,0.36,Premium,D,VS2,61.8,58.0,1094.0,4.58,4.55,2.82 +52252,0.7,Ideal,H,SI1,61.0,56.0,2487.0,5.74,5.76,3.51 +52792,0.61,Very Good,G,VVS1,61.1,56.0,2569.0,5.47,5.5,3.35 +9274,1.07,Ideal,E,SI2,61.6,55.0,4564.0,6.62,6.59,4.07 +33178,0.41,Premium,E,SI2,62.8,58.0,818.0,4.73,4.69,2.96 +52656,0.72,Ideal,G,SI1,61.9,54.0,2548.0,5.78,5.81,3.59 +46191,0.52,Ideal,H,VVS2,61.0,57.0,1749.0,5.16,5.2,3.16 +24638,1.71,Ideal,E,SI2,62.7,55.0,12978.0,7.62,7.69,4.8 +38063,0.3,Ideal,E,IF,61.1,57.0,1013.0,4.31,4.33,2.64 +7265,0.91,Ideal,I,VS2,61.6,56.0,4199.0,6.17,6.25,3.83 +32206,0.35,Premium,E,SI1,61.9,58.0,788.0,4.52,4.49,2.79 +47350,0.5,Ideal,D,VS2,62.8,56.0,1845.0,5.08,5.04,3.18 +30077,0.32,Very Good,E,SI1,63.2,56.0,720.0,4.38,4.35,2.76 +23331,1.24,Ideal,G,IF,62.4,56.0,11376.0,6.86,6.89,4.29 +32132,0.41,Premium,G,SI2,61.4,58.0,784.0,4.8,4.75,2.93 +5414,0.76,Ideal,F,VS1,61.9,55.0,3820.0,5.88,5.84,3.63 +18203,1.52,Fair,H,SI2,65.0,57.0,7388.0,7.12,7.09,4.62 +21043,0.31,Good,H,VVS2,63.4,56.0,625.0,4.29,4.32,2.73 +40908,0.46,Very Good,G,VS1,61.4,59.7,1179.0,4.94,4.97,3.05 +5441,0.77,Very Good,G,VVS2,62.8,58.0,3829.0,5.84,5.78,3.65 +47919,0.57,Premium,F,VS1,61.3,58.0,1915.0,5.38,5.26,3.26 +4104,0.7,Good,F,VVS1,61.2,61.0,3536.0,5.71,5.79,3.52 +23648,1.52,Very Good,H,VS2,59.7,55.0,11681.0,7.45,7.42,4.44 +1319,0.72,Good,G,VS1,58.0,57.8,2958.0,5.85,5.87,3.4 +46128,0.51,Ideal,F,VS1,62.5,55.0,1744.0,5.08,5.13,3.19 +30029,0.43,Good,E,SI1,63.4,56.0,718.0,4.77,4.79,3.03 +38306,0.37,Good,G,SI2,63.4,57.0,487.0,4.55,4.57,2.89 +26861,1.52,Very Good,F,VVS2,63.7,57.0,16786.0,7.28,7.31,4.65 +43033,0.51,Very Good,F,SI1,61.8,57.0,1374.0,5.1,5.13,3.16 +27152,2.17,Ideal,I,SI1,60.4,56.0,17381.0,8.43,8.36,5.07 +52042,0.71,Premium,E,SI2,62.6,58.0,2450.0,5.7,5.67,3.56 +30762,0.25,Premium,E,VVS1,60.7,60.0,740.0,4.11,4.09,2.49 +35162,0.41,Ideal,I,VVS1,62.0,54.5,891.0,4.77,4.8,2.97 +41923,0.46,Very Good,D,VS2,63.2,56.0,1262.0,4.92,4.89,3.1 +15404,1.02,Premium,G,VS2,59.2,59.0,6169.0,6.66,6.58,3.92 +25947,1.59,Premium,E,VS2,62.3,59.0,15111.0,7.38,7.43,4.61 +2913,0.8,Premium,F,VS2,62.4,59.0,3285.0,5.92,5.85,3.67 +18137,1.06,Very Good,D,VS2,62.8,55.0,7345.0,6.53,6.56,4.11 +51184,0.78,Very Good,H,SI2,63.1,56.0,2348.0,5.84,5.88,3.7 +10470,1.04,Very Good,H,SI1,62.2,57.0,4791.0,6.42,6.48,4.01 +8082,1.01,Premium,G,SI1,62.6,60.0,4338.0,6.39,6.35,3.99 +52121,0.7,Premium,F,SI1,61.6,58.0,2463.0,5.73,5.7,3.52 +36922,0.41,Premium,G,VS1,60.0,61.0,961.0,4.86,4.77,2.89 +11941,1.02,Very Good,H,SI1,59.9,58.0,5131.0,6.57,6.66,3.96 +11079,0.9,Ideal,H,VVS2,62.0,57.0,4924.0,6.15,6.2,3.83 +16996,1.01,Very Good,E,VS2,63.4,60.0,6787.0,6.37,6.31,4.02 +13756,1.25,Premium,J,SI1,61.8,55.0,5607.0,6.91,6.82,4.24 +42013,0.51,Good,E,SI1,57.4,62.0,1266.0,5.24,5.29,3.02 +24516,1.5,Very Good,G,VVS2,60.9,56.0,12798.0,7.34,7.37,4.48 +50846,0.72,Good,G,VS2,63.4,53.0,2311.0,5.72,5.79,3.64 +22963,1.41,Very Good,F,VS1,63.4,63.0,11010.0,7.13,6.97,4.47 +23330,1.51,Premium,F,SI1,62.2,58.0,11374.0,7.32,7.27,4.54 +20545,1.62,Ideal,H,SI2,61.8,54.0,8865.0,7.55,7.6,4.68 +45524,0.57,Ideal,F,VS2,61.6,56.0,1684.0,5.37,5.34,3.3 +18619,1.07,Very Good,G,VVS2,59.4,57.0,7597.0,6.74,6.69,3.99 +10010,1.01,Very Good,G,SI1,62.4,60.0,4707.0,6.34,6.39,3.97 +30990,0.37,Premium,H,VVS2,61.3,58.0,746.0,4.6,4.63,2.83 +39993,0.41,Premium,F,VS2,60.3,58.0,1107.0,4.85,4.8,2.91 +17601,1.18,Ideal,D,SI1,61.9,55.0,7087.0,6.76,6.8,4.2 +28737,0.31,Ideal,F,VS1,62.1,56.0,680.0,4.32,4.35,2.69 +4371,1.11,Premium,H,SI2,60.4,59.0,3605.0,6.7,6.64,4.03 +6620,1.35,Premium,J,SI1,62.1,54.0,4082.0,7.15,7.09,4.42 +14616,1.16,Ideal,D,SI2,62.1,54.0,5898.0,6.79,6.74,4.2 +21569,1.09,Ideal,F,VVS2,62.5,55.0,9668.0,6.52,6.6,4.1 +39375,0.31,Ideal,F,VVS1,61.4,55.0,1074.0,4.37,4.39,2.69 +36891,0.31,Ideal,F,VVS1,61.8,56.0,959.0,4.36,4.34,2.69 +13731,0.27,Ideal,E,VS1,61.6,55.0,603.0,4.18,4.16,2.57 +4281,1.0,Premium,H,SI2,61.3,57.0,3584.0,6.45,6.4,3.94 +15803,1.22,Very Good,H,SI1,62.5,59.0,6323.0,6.79,6.82,4.25 +17191,1.05,Very Good,E,VS2,62.2,57.0,6865.0,6.44,6.56,4.04 +28396,0.33,Premium,H,VS2,62.8,59.0,668.0,4.44,4.38,2.77 +34105,0.38,Very Good,G,VVS2,61.5,57.0,853.0,4.66,4.68,2.87 +2085,0.8,Ideal,H,VS1,63.1,58.0,3111.0,5.89,5.96,3.74 +10608,1.39,Premium,I,SI2,61.9,59.0,4826.0,7.15,7.11,4.41 +31873,0.3,Ideal,H,VVS2,62.1,56.0,776.0,4.32,4.28,2.67 +27057,0.28,Premium,H,VVS1,61.5,58.0,646.0,4.22,4.17,2.58 +1975,1.2,Premium,G,I1,60.3,58.0,3091.0,6.82,6.77,4.1 +32995,0.38,Premium,I,VS2,60.2,58.0,812.0,4.75,4.69,2.84 +42307,0.41,Premium,D,VVS2,62.5,58.0,1295.0,4.72,4.75,2.96 +27604,2.04,Good,D,SI1,61.9,60.0,18468.0,8.15,8.11,5.03 +20688,1.54,Premium,I,SI1,60.8,61.0,8969.0,7.48,7.41,4.53 +34619,0.27,Very Good,D,VS2,62.0,57.0,470.0,4.11,4.15,2.56 +26947,2.05,Ideal,H,SI1,61.9,57.0,17006.0,8.09,8.14,5.02 +5605,0.96,Good,F,VS2,63.7,54.0,3871.0,6.24,6.19,3.96 +50610,0.7,Very Good,H,VS2,60.0,55.0,2287.0,5.73,5.77,3.45 +48212,0.57,Ideal,F,VS1,62.6,56.0,1949.0,5.27,5.33,3.32 +47886,0.74,Good,J,VS2,60.6,62.6,1912.0,5.79,5.85,3.53 +27735,2.06,Ideal,I,VS2,62.2,55.0,18779.0,8.15,8.19,5.08 +17360,1.55,Ideal,J,SI2,62.3,54.0,6966.0,7.38,7.42,4.61 +3325,0.74,Ideal,E,VS2,61.7,56.0,3374.0,5.81,5.86,3.6 +13273,1.2,Ideal,G,SI2,62.2,56.0,5484.0,6.84,6.74,4.22 +53850,0.56,Ideal,D,VS1,61.1,56.0,2741.0,5.3,5.33,3.25 +40122,0.41,Very Good,F,VVS2,62.9,54.0,1115.0,4.7,4.74,2.97 +32533,0.35,Ideal,H,VVS1,61.7,56.0,798.0,4.53,4.55,2.8 +22067,1.5,Very Good,I,VVS2,63.3,58.0,10090.0,7.27,7.24,4.59 +47220,0.5,Premium,F,VS1,61.3,59.0,1838.0,5.15,5.09,3.14 +33465,0.32,Premium,F,VS2,59.5,61.0,828.0,4.46,4.42,2.64 +50169,0.71,Ideal,I,SI1,62.5,57.0,2218.0,5.69,5.74,3.57 +23434,1.62,Very Good,H,VS2,59.6,59.0,11427.0,7.59,7.67,4.55 +2532,0.71,Fair,F,IF,58.7,62.0,3205.0,5.87,5.81,3.43 +5015,1.52,Fair,I,I1,67.7,58.0,3745.0,7.07,7.0,4.76 +38843,0.33,Very Good,D,VVS2,60.8,58.0,1050.0,4.47,4.48,2.72 +6774,0.91,Ideal,H,VS1,62.9,55.0,4109.0,6.23,6.13,3.89 +42612,0.32,Very Good,H,VS2,62.8,55.0,505.0,4.38,4.41,2.76 +26602,2.11,Premium,G,SI2,62.2,60.0,16336.0,8.19,8.15,5.08 +28834,0.41,Ideal,H,SI1,61.2,57.0,683.0,4.76,4.78,2.92 +41639,0.32,Premium,J,VS2,61.9,59.0,504.0,4.38,4.35,2.7 +13976,1.19,Ideal,I,SI1,62.3,55.0,5690.0,6.8,6.82,4.24 +39350,0.35,Ideal,F,IF,60.7,57.0,1073.0,4.6,4.56,2.78 +34938,0.26,Ideal,G,SI1,61.8,55.0,377.0,4.08,4.11,2.53 +39163,0.35,Ideal,E,VS1,62.3,56.0,1063.0,4.52,4.5,2.81 +6958,1.05,Premium,J,VS2,61.1,58.0,4145.0,6.56,6.51,3.99 +40315,0.4,Premium,E,VS1,61.2,59.0,1125.0,4.76,4.72,2.9 +34379,0.41,Ideal,I,VVS1,61.8,55.0,863.0,4.76,4.79,2.95 +34595,0.27,Very Good,E,VS2,63.0,57.0,470.0,4.12,4.16,2.61 +53799,0.72,Ideal,D,SI1,61.6,55.0,2731.0,5.75,5.8,3.56 +43356,0.44,Good,G,IF,58.5,61.0,1407.0,4.99,5.03,2.93 +6767,1.0,Very Good,I,SI2,62.6,57.0,4107.0,6.37,6.4,4.0 +27153,2.01,Ideal,H,SI1,60.6,57.0,17383.0,8.19,8.09,4.92 +52190,0.7,Ideal,G,SI1,62.4,56.0,2478.0,5.66,5.69,3.54 +41828,0.42,Ideal,G,IF,62.0,57.0,1251.0,4.8,4.82,2.98 +6914,1.02,Very Good,J,SI1,61.4,58.0,4137.0,6.47,6.5,3.98 +12818,1.01,Premium,F,SI1,62.2,59.0,5345.0,6.41,6.36,3.97 +40726,0.52,Very Good,H,SI1,62.6,59.0,1161.0,5.06,5.13,3.19 +9147,1.11,Ideal,H,SI2,63.5,60.0,4538.0,6.58,6.49,4.15 +37814,0.7,Fair,G,I1,66.9,55.0,1001.0,5.6,5.52,3.72 +21414,1.62,Premium,E,SI2,61.8,59.0,9526.0,7.55,7.52,4.66 +40765,0.41,Very Good,H,VVS1,62.0,56.0,1166.0,4.77,4.81,2.97 +37597,0.24,Very Good,E,VVS2,59.7,60.0,485.0,4.08,4.1,2.44 +18945,1.06,Ideal,E,VS2,61.8,55.0,7788.0,6.59,6.51,4.05 +39650,0.55,Very Good,I,SI2,61.5,60.0,1087.0,5.23,5.25,3.22 +53618,0.3,Very Good,D,SI1,61.0,61.0,552.0,4.27,4.29,2.61 +44305,0.56,Ideal,D,SI1,62.3,57.0,1578.0,5.24,5.26,3.27 +26555,2.66,Good,H,SI2,63.8,57.0,16239.0,8.71,8.65,5.54 +48423,0.51,Very Good,G,VVS1,63.2,58.0,1971.0,5.11,5.08,3.22 +44051,0.52,Ideal,G,VS2,61.9,55.0,1549.0,5.15,5.18,3.2 +9291,1.0,Good,H,VS2,62.7,54.0,4569.0,6.26,6.31,3.94 +10561,1.0,Premium,H,SI1,62.8,58.0,4816.0,6.38,6.36,4.0 +13423,0.9,Very Good,D,VS1,63.4,58.0,5511.0,6.15,6.09,3.88 +42816,0.5,Very Good,D,SI1,61.9,62.0,1354.0,5.03,5.09,3.13 +27678,1.28,Ideal,E,IF,60.7,57.0,18700.0,7.09,6.99,4.27 +48615,0.79,Premium,H,SI2,61.6,58.0,1998.0,5.98,5.94,3.67 +17402,1.22,Premium,D,SI2,61.9,60.0,6969.0,6.88,6.82,4.24 +30145,0.32,Premium,G,VS2,62.8,58.0,720.0,4.35,4.31,2.72 +47829,0.73,Premium,J,SI1,58.2,59.0,1905.0,5.99,5.91,3.46 +20826,1.76,Very Good,J,SI2,60.9,60.0,9053.0,7.79,7.83,4.76 +4037,0.73,Ideal,D,VS2,61.4,56.0,3528.0,5.78,5.81,3.56 +5154,1.01,Good,F,SI2,63.1,58.0,3768.0,6.34,6.38,4.01 +51253,0.73,Ideal,F,SI2,62.2,60.0,2355.0,5.72,5.75,3.57 +17209,1.0,Very Good,E,VS2,59.0,58.0,6875.0,6.49,6.53,3.84 +26873,2.31,Very Good,I,SI1,62.5,55.0,16801.0,8.43,8.5,5.29 +50869,0.71,Ideal,H,SI1,62.1,57.0,2313.0,5.68,5.73,3.54 +35066,0.51,Ideal,J,SI2,62.1,56.0,885.0,5.1,5.14,3.18 +30276,0.26,Ideal,F,SI1,61.8,55.0,447.0,4.12,4.14,2.55 +48464,0.61,Premium,D,SI1,62.3,58.0,1976.0,5.45,5.4,3.38 +47367,0.78,Premium,H,SI2,61.1,59.0,1846.0,5.91,5.88,3.6 +46088,0.56,Ideal,F,VS2,62.2,55.0,1739.0,5.25,5.28,3.28 +46086,0.49,Good,D,VS1,57.5,60.0,1738.0,5.18,5.25,3.0 +12282,0.91,Ideal,F,VS2,62.8,57.0,5214.0,6.18,6.2,3.89 +45491,0.6,Very Good,H,VS1,60.2,60.0,1679.0,5.45,5.48,3.29 +24462,1.11,Ideal,E,VVS1,61.3,54.0,12725.0,6.68,6.72,4.11 +14936,1.18,Ideal,H,SI1,61.4,55.0,6013.0,6.84,6.78,4.18 +13643,1.24,Premium,F,SI2,62.8,60.0,5583.0,6.84,6.82,4.29 +36008,0.31,Ideal,F,IF,61.2,56.0,921.0,4.37,4.42,2.69 +46288,0.5,Ideal,E,VS1,62.0,58.0,1755.0,5.09,5.14,3.17 +52947,0.7,Very Good,E,VS2,60.2,57.0,2593.0,5.77,5.82,3.49 +13542,1.14,Ideal,D,SI2,61.4,56.0,5548.0,6.69,6.77,4.13 +15426,1.04,Ideal,G,VS2,62.6,55.0,6177.0,6.45,6.49,4.05 +24474,1.51,Premium,D,SI1,61.6,57.0,12738.0,7.41,7.32,4.54 +33294,0.31,Premium,D,SI2,60.1,58.0,462.0,4.38,4.4,2.64 +46905,0.56,Premium,D,SI1,60.8,60.0,1814.0,5.31,5.29,3.22 +18238,1.53,Very Good,I,SI2,61.6,56.0,7406.0,7.39,7.45,4.57 +27806,0.3,Very Good,D,VS2,62.9,55.0,650.0,4.25,4.27,2.68 +52000,0.83,Very Good,J,VS2,60.5,55.0,2444.0,6.08,6.11,3.69 +7607,1.0,Good,E,SI2,61.5,61.0,4258.0,6.35,6.43,3.93 +53184,0.76,Premium,F,SI1,60.9,59.0,2631.0,5.89,5.83,3.57 +14640,1.16,Ideal,D,SI1,62.0,56.0,5911.0,6.76,6.73,4.18 +15237,1.04,Premium,D,SI1,59.9,56.0,6115.0,6.65,6.6,3.97 +29561,0.33,Premium,F,SI1,59.9,61.0,705.0,4.47,4.44,2.67 +53475,0.76,Good,E,SI2,58.8,59.0,2680.0,5.95,5.99,3.51 +23906,2.03,Premium,F,SI2,60.9,59.0,12021.0,8.15,8.11,4.95 +44859,0.51,Premium,F,VS1,60.7,59.0,1627.0,5.11,5.13,3.11 +41021,0.25,Premium,G,SI2,58.8,60.0,1186.0,5.33,5.28,3.12 +937,1.01,Premium,I,SI1,62.7,60.0,2885.0,6.36,6.27,3.96 +42574,0.5,Fair,G,VS1,60.3,66.0,1327.0,5.13,5.09,3.08 +37032,0.42,Premium,F,SI1,60.6,58.0,966.0,4.89,4.81,2.94 +12329,1.21,Ideal,G,SI2,62.1,57.0,5226.0,6.8,6.85,4.24 +49794,0.51,Ideal,F,VVS1,61.7,57.0,2163.0,5.12,5.15,3.17 +49795,0.53,Ideal,E,VS2,61.8,55.0,2163.0,5.21,5.24,3.23 +42139,0.5,Good,I,VVS2,64.8,56.0,1280.0,4.92,4.99,3.21 +1446,0.83,Ideal,H,VS2,61.3,54.0,2975.0,6.1,6.06,3.73 +11750,1.07,Ideal,F,SI2,62.0,56.0,5077.0,6.51,6.55,4.09 +46931,0.52,Ideal,G,VS1,62.7,56.0,1815.0,5.16,5.14,3.23 +21502,1.53,Premium,F,SI2,62.7,60.0,9596.0,7.34,7.28,4.58 +11637,0.92,Ideal,D,SI2,61.9,55.0,5051.0,6.24,6.27,3.87 +18355,1.52,Very Good,J,VS2,62.6,58.0,7467.0,7.28,7.31,4.57 +12028,1.27,Ideal,I,SI2,62.1,56.0,5154.0,6.92,6.96,4.31 +16826,1.21,Premium,H,VS2,61.5,58.0,6710.0,6.82,6.78,4.18 +33,0.23,Very Good,E,VS1,60.7,59.0,402.0,3.97,4.01,2.42 +7156,0.83,Ideal,G,VS1,62.1,57.0,4181.0,5.99,6.03,3.73 +21135,1.0,Ideal,G,VVS2,61.1,58.0,9294.0,6.43,6.47,3.94 +34877,0.3,Very Good,G,VVS2,63.1,56.0,878.0,4.23,4.2,2.66 +24168,2.0,Very Good,J,SI2,62.6,57.0,12342.0,7.95,7.99,4.99 +5945,0.93,Good,I,VS2,58.2,60.0,3946.0,6.41,6.48,3.75 +16919,1.01,Very Good,E,VS2,61.6,58.0,6754.0,6.43,6.49,3.98 +6775,0.93,Very Good,G,SI1,61.5,57.0,4111.0,6.23,6.33,3.86 +46870,0.53,Ideal,E,VS2,60.0,57.0,1813.0,5.3,5.24,3.16 +1926,0.8,Premium,F,SI1,60.1,58.0,3082.0,6.07,6.05,3.64 +23156,2.03,Ideal,I,SI2,61.1,56.0,11172.0,8.22,8.17,5.01 +21691,0.34,Premium,I,VVS1,62.4,59.0,626.0,4.4,4.44,2.76 +29574,0.41,Good,F,SI1,63.7,58.0,705.0,4.71,4.74,3.01 +10213,1.05,Premium,E,SI2,60.4,58.0,4742.0,6.59,6.55,3.97 +40937,0.32,Ideal,J,SI1,62.3,57.0,499.0,4.44,4.33,2.73 +36924,0.41,Ideal,G,VS1,61.7,57.0,961.0,4.81,4.78,2.96 +19510,1.21,Premium,F,VS2,61.3,58.0,8139.0,6.89,6.84,4.21 +6966,1.01,Good,E,SI2,63.3,58.0,4149.0,6.29,6.35,4.0 +8398,0.37,Premium,I,VS1,61.4,59.0,584.0,4.55,4.61,2.81 +4082,0.78,Ideal,F,VS2,60.4,58.0,3531.0,6.0,5.95,3.61 +33069,0.32,Ideal,H,IF,62.6,54.0,814.0,4.38,4.4,2.75 +2666,0.95,Premium,I,SI2,62.5,58.0,3237.0,6.3,6.24,3.92 +12249,1.01,Very Good,H,VS2,61.6,60.0,5204.0,6.46,6.39,3.96 +39642,0.41,Ideal,E,VVS2,62.3,58.0,1085.0,4.73,4.78,2.96 +41697,0.54,Very Good,G,SI1,62.2,57.0,1241.0,5.17,5.22,3.23 +12988,1.0,Ideal,E,SI1,62.3,55.0,5396.0,6.41,6.34,3.97 +36632,0.53,Ideal,I,SI2,61.8,54.0,947.0,5.22,5.24,3.23 +31268,0.32,Ideal,I,VS2,62.5,55.0,449.0,4.37,4.4,2.74 +27334,2.0,Ideal,I,VS1,62.0,57.0,17889.0,8.04,7.99,4.97 +7209,0.9,Ideal,E,SI2,62.2,55.0,4191.0,6.19,6.22,3.86 +36753,0.33,Ideal,F,VVS1,62.4,55.0,955.0,4.4,4.42,2.75 +23247,1.51,Ideal,G,SI1,62.9,57.0,11255.0,7.3,7.27,4.58 +51699,0.78,Ideal,I,VS2,60.9,57.0,2400.0,5.92,5.97,3.62 +8732,1.18,Premium,I,SI2,61.2,59.0,4460.0,6.85,6.78,4.17 +9295,1.45,Fair,J,SI2,58.6,68.0,4570.0,7.45,7.33,4.34 +12246,1.01,Premium,F,SI1,61.7,58.0,5202.0,6.44,6.39,3.96 +18617,1.06,Ideal,G,VS1,60.7,56.0,7594.0,6.6,6.64,4.02 +10329,1.15,Very Good,J,VS2,62.9,57.0,4766.0,6.73,6.63,4.2 +31202,0.32,Premium,D,SI1,58.3,58.0,756.0,4.54,4.49,2.63 +25098,1.25,Ideal,F,VVS2,61.8,57.0,13623.0,6.9,6.95,4.28 +15766,1.2,Ideal,I,VS2,61.1,58.0,6303.0,6.83,6.86,4.18 +51425,0.71,Fair,D,SI1,66.3,56.0,2372.0,5.61,5.49,3.68 +26430,1.52,Premium,G,VVS1,60.4,59.0,15959.0,7.38,7.48,4.49 +31039,0.34,Ideal,D,VS1,60.7,57.0,749.0,4.51,4.55,2.75 +8349,1.02,Ideal,E,SI2,62.4,55.0,4398.0,6.44,6.47,4.03 +35489,0.46,Very Good,F,SI1,60.1,57.0,904.0,5.01,5.04,3.02 +35392,0.41,Premium,G,VS1,60.5,58.0,899.0,4.76,4.8,2.89 +31377,0.31,Very Good,G,VVS1,62.8,57.0,761.0,4.3,4.33,2.71 +22364,0.31,Ideal,H,VS2,62.4,55.0,628.0,4.36,4.33,2.71 +4815,0.71,Ideal,F,VS1,61.0,56.0,3701.0,5.77,5.8,3.53 +51026,0.71,Ideal,H,SI1,60.7,59.0,2328.0,5.75,5.81,3.51 +20219,1.27,Ideal,H,VS1,61.4,56.0,8652.0,6.95,6.97,4.27 +7666,1.01,Very Good,E,SI2,63.3,57.0,4270.0,6.39,6.31,4.02 +52734,0.77,Ideal,I,VS2,61.2,59.0,2558.0,5.91,5.95,3.63 +42161,0.38,Very Good,F,IF,60.2,58.0,1284.0,4.73,4.7,2.84 +53193,0.7,Good,G,VS2,63.1,55.0,2633.0,5.61,5.64,3.55 +35988,0.42,Very Good,H,VVS2,62.4,55.0,921.0,4.78,4.81,2.99 +40771,0.41,Good,E,VS1,63.9,53.0,1166.0,4.75,4.7,3.02 +11088,1.2,Ideal,J,VS2,62.3,57.0,4927.0,6.82,6.75,4.23 +45247,0.61,Ideal,G,SI1,61.7,55.0,1659.0,5.46,5.49,3.38 +30482,0.31,Premium,D,SI1,60.9,60.0,732.0,4.39,4.38,2.67 +19660,1.04,Ideal,G,VVS1,62.5,55.0,8268.0,6.54,6.45,4.06 +5648,1.12,Good,J,SI1,63.7,61.0,3880.0,6.5,6.54,4.15 +11688,1.03,Ideal,H,SI1,62.0,57.0,5063.0,6.53,6.47,4.03 +12341,1.01,Premium,E,SI1,60.5,62.0,5226.0,6.5,6.46,3.92 +352,0.72,Ideal,D,SI1,61.5,54.0,2804.0,5.77,5.8,3.56 +21929,1.7,Ideal,J,VS2,60.5,58.0,10002.0,7.73,7.74,4.68 +9082,1.03,Ideal,E,SI2,62.5,56.0,4522.0,6.48,6.45,4.04 +24119,1.05,Ideal,F,VVS1,61.4,57.0,12273.0,6.51,6.53,4.0 +45851,0.55,Ideal,G,VS2,61.8,55.0,1715.0,5.25,5.3,3.26 +32343,0.3,Ideal,H,IF,61.8,55.0,789.0,4.3,4.31,2.66 +25878,2.43,Fair,G,SI2,64.5,57.0,14975.0,8.41,8.36,5.41 +51791,0.7,Very Good,I,VVS2,63.4,59.0,2415.0,5.6,5.57,3.54 +17929,1.01,Premium,E,VS2,58.0,61.0,7240.0,6.53,6.5,3.94 +3085,0.81,Very Good,H,VS1,62.2,57.0,3314.0,5.91,5.94,3.69 +22538,1.1,Premium,E,VVS2,60.1,58.0,10577.0,6.76,6.69,4.04 +36152,0.33,Ideal,E,VS2,62.1,57.0,928.0,4.44,4.41,2.75 +7586,1.13,Premium,H,SI1,62.6,60.0,4256.0,6.68,6.62,4.16 +28394,0.33,Ideal,H,VS2,62.2,57.0,668.0,4.46,4.42,2.76 +37711,0.47,Premium,G,SI1,62.7,58.0,995.0,4.99,4.97,3.12 +24851,2.01,Ideal,J,SI2,60.8,57.0,13253.0,8.15,8.13,4.95 +25103,1.21,Very Good,D,VVS2,62.4,56.0,13630.0,6.76,6.83,4.24 +4551,0.91,Ideal,F,SI2,62.7,57.0,3642.0,6.16,6.21,3.88 +5143,1.22,Fair,G,SI2,64.7,61.0,3763.0,6.75,6.68,4.34 +29838,0.3,Premium,D,VS2,62.2,60.0,710.0,4.28,4.3,2.67 +12513,1.01,Very Good,H,VS2,63.2,58.0,5260.0,6.34,6.26,3.98 +47917,0.56,Ideal,F,VS1,61.7,56.0,1915.0,5.3,5.33,3.28 +6822,0.9,Good,F,SI1,62.5,59.0,4119.0,6.1,6.13,3.82 +44535,0.5,Very Good,G,VS1,61.9,59.0,1603.0,5.06,5.08,3.14 +18812,1.24,Ideal,H,VS2,60.1,59.0,7701.0,6.99,7.03,4.21 +14570,1.01,Premium,E,VS2,59.3,59.0,5882.0,6.59,6.54,3.89 +15459,1.0,Very Good,D,VS2,61.2,61.0,6190.0,6.35,6.39,3.9 +13421,1.2,Premium,I,SI1,61.1,58.0,5510.0,6.88,6.8,4.18 +12934,1.01,Very Good,F,SI1,61.9,58.0,5383.0,6.41,6.44,3.98 +38294,0.28,Ideal,D,VS2,61.2,57.0,487.0,4.2,4.23,2.58 +8822,1.23,Very Good,G,SI2,61.0,63.0,4477.0,6.91,6.85,4.2 +6059,0.32,Ideal,I,VS2,62.9,57.0,576.0,4.4,4.37,2.76 +11732,1.0,Good,G,VS2,62.7,58.0,5068.0,6.24,6.33,3.94 +48482,0.58,Ideal,F,VS1,59.9,59.0,1979.0,5.42,5.47,3.26 +2881,0.7,Ideal,D,VS1,61.1,57.0,3278.0,5.73,5.75,3.51 +52618,0.71,Premium,D,SI1,59.2,62.0,2547.0,5.83,5.8,3.44 +26238,1.04,Premium,D,IF,60.6,56.0,15671.0,6.6,6.54,3.98 +43581,0.41,Ideal,E,VVS1,61.3,57.0,1431.0,4.79,4.77,2.93 +28275,0.24,Very Good,E,VS2,60.8,56.0,362.0,4.02,4.04,2.45 +47327,0.23,Very Good,D,VVS2,61.9,58.0,530.0,3.91,3.94,2.43 +3013,0.82,Ideal,E,VS1,60.0,55.0,3306.0,6.18,6.08,3.68 +11029,1.07,Ideal,H,SI1,62.0,57.0,4918.0,6.56,6.51,4.05 +43720,0.51,Very Good,G,VS2,62.5,59.0,1438.0,5.05,5.1,3.17 +22802,1.51,Premium,I,VVS1,61.0,61.0,10824.0,7.47,7.34,4.52 +15869,1.21,Ideal,H,SI2,62.1,58.0,6347.0,6.78,6.84,4.23 +34922,0.23,Very Good,D,VS1,59.0,61.0,373.0,4.04,4.06,2.39 +27506,2.09,Very Good,I,VS1,62.9,57.0,18215.0,8.09,8.13,5.1 +49896,0.7,Ideal,G,SI2,62.7,57.0,2177.0,5.62,5.6,3.52 +45556,0.51,Ideal,F,VS2,63.2,57.0,1687.0,5.08,5.05,3.2 +40204,0.51,Very Good,G,SI1,63.4,56.0,1122.0,5.03,5.1,3.21 +16595,1.39,Very Good,G,SI2,61.5,62.0,6628.0,7.09,7.16,4.38 +16674,1.23,Very Good,G,SI1,63.1,56.0,6665.0,6.81,6.78,4.29 +30096,0.32,Premium,H,VS1,61.7,58.0,720.0,4.44,4.38,2.72 +39610,0.35,Ideal,E,SI2,61.7,56.0,491.0,4.53,4.55,2.8 +12428,1.03,Very Good,F,SI1,58.0,60.0,5241.0,6.68,6.74,3.89 +16850,1.0,Premium,E,VS2,61.5,58.0,6720.0,6.42,6.39,3.94 +38687,0.39,Good,G,VVS1,61.6,61.0,1041.0,4.71,4.74,2.91 +27220,1.65,Ideal,G,IF,62.4,55.0,17569.0,7.53,7.61,4.72 +41080,0.41,Ideal,F,VVS2,61.2,56.0,1192.0,4.8,4.78,2.93 +839,0.8,Ideal,G,SI1,61.3,57.0,2867.0,5.96,5.91,3.64 +2875,1.0,Premium,J,SI1,62.0,62.0,3276.0,6.27,6.22,3.87 +6783,0.82,Ideal,D,SI1,61.9,56.0,4113.0,5.99,6.02,3.72 +25170,2.1,Premium,I,VS2,59.2,60.0,13753.0,8.38,8.35,4.95 +24746,1.25,Ideal,G,VVS1,61.3,57.0,13096.0,6.9,6.94,4.24 +22371,0.31,Premium,H,VS2,62.4,59.0,628.0,4.34,4.31,2.7 +10574,0.9,Ideal,D,SI1,62.6,55.0,4819.0,6.1,6.16,3.84 +32240,0.38,Ideal,F,VS2,62.1,53.8,789.0,4.66,4.67,2.9 +41929,0.4,Ideal,F,VVS1,61.3,56.0,1263.0,4.73,4.76,2.91 +8731,1.18,Premium,J,SI1,62.5,55.0,4460.0,6.82,6.74,4.24 +22294,1.29,Premium,F,VS1,60.9,58.0,10341.0,6.97,7.01,4.26 +13625,1.11,Very Good,J,VS1,59.9,56.0,5576.0,6.8,6.77,4.07 +41454,0.38,Ideal,F,IF,62.2,54.0,1229.0,4.68,4.71,2.92 +34236,0.4,Premium,D,SI2,61.1,58.0,855.0,4.76,4.73,2.9 +50647,0.31,Ideal,E,SI1,62.7,57.0,544.0,4.29,4.32,2.7 +11368,1.0,Ideal,G,SI1,61.9,56.0,4997.0,6.37,6.45,3.97 +45431,0.6,Very Good,F,SI1,60.3,59.0,1670.0,5.42,5.5,3.29 +32062,0.33,Premium,D,SI1,60.0,59.0,780.0,4.5,4.47,2.69 +8964,0.9,Very Good,G,VS2,60.2,59.0,4503.0,6.22,6.28,3.76 +51240,0.7,Good,G,VS2,63.8,59.0,2353.0,5.51,5.55,3.53 +1104,0.71,Very Good,D,SI1,61.7,56.0,2913.0,5.68,5.8,3.54 +51061,0.53,Premium,E,VVS2,62.4,56.0,2331.0,5.19,5.17,3.23 +50505,0.71,Good,I,VS2,64.3,63.0,2270.0,5.63,5.56,3.6 +7704,1.29,Fair,G,I1,66.0,58.0,4277.0,6.82,6.75,4.48 +40149,0.35,Ideal,G,IF,61.1,56.0,1116.0,4.59,4.54,2.79 +20969,1.51,Very Good,I,VS2,60.4,58.0,9178.0,7.36,7.42,4.46 +2401,0.7,Ideal,E,VS2,61.1,56.0,3176.0,5.73,5.76,3.51 +9201,1.01,Good,F,SI1,63.5,57.0,4549.0,6.29,6.33,4.01 +49413,0.7,Very Good,I,VVS2,58.6,60.0,2106.0,5.79,5.91,3.43 +34473,0.38,Very Good,E,VS2,60.3,58.0,866.0,4.67,4.72,2.83 +24481,2.13,Premium,H,SI2,62.4,56.0,12753.0,8.26,8.19,5.13 +10351,0.9,Premium,F,VS1,59.0,58.0,4770.0,6.29,6.33,3.72 +39239,0.51,Very Good,I,SI1,63.5,55.0,1068.0,5.07,5.11,3.23 +10047,0.31,Very Good,I,SI1,62.8,60.0,418.0,4.29,4.31,2.7 +18211,1.03,Ideal,G,VS1,62.4,56.0,7391.0,6.44,6.47,4.03 +31241,0.31,Ideal,F,VS2,61.6,55.0,757.0,4.36,4.38,2.69 +14423,1.2,Premium,H,SI1,62.2,59.0,5822.0,6.79,6.71,4.2 +19635,1.54,Ideal,I,SI2,62.0,59.0,8254.0,7.33,7.38,4.56 +37766,0.41,Ideal,E,VS2,62.4,54.0,999.0,4.79,4.76,2.98 +20448,1.51,Premium,I,SI1,62.7,61.0,8794.0,7.33,7.27,4.58 +49674,0.6,Premium,F,VS1,59.4,58.0,2142.0,5.52,5.45,3.26 +2814,1.0,Good,F,SI2,63.6,62.0,3265.0,6.25,6.2,3.96 +13094,1.3,Premium,G,SI2,61.8,57.0,5421.0,7.02,6.94,4.32 +6929,1.12,Ideal,D,I1,60.6,55.0,4139.0,6.73,6.76,4.09 +16035,0.3,Premium,I,VS1,61.7,59.0,608.0,4.3,4.26,2.64 +30327,0.36,Ideal,F,VS2,60.9,57.0,726.0,4.58,4.61,2.8 +22285,1.21,Ideal,D,VS1,61.0,57.0,10335.0,6.88,6.85,4.19 +21614,1.22,Very Good,G,VVS2,59.3,58.0,9706.0,6.97,6.99,4.14 +22329,1.5,Very Good,F,SI1,63.0,55.0,10372.0,7.27,7.31,4.59 +27649,2.03,Ideal,F,SI2,61.6,55.0,18578.0,8.19,8.14,5.03 +34796,0.4,Ideal,G,VS1,62.2,56.0,877.0,4.72,4.74,2.94 +51952,0.56,Very Good,E,VVS2,60.5,57.0,2442.0,5.32,5.36,3.23 +52308,0.29,Premium,E,SI1,58.4,60.0,548.0,4.34,4.32,2.53 +37308,0.31,Ideal,F,IF,61.8,54.0,979.0,4.33,4.37,2.69 +34214,0.39,Very Good,G,VS1,62.4,57.0,855.0,4.62,4.68,2.9 +53613,0.3,Very Good,D,SI1,62.2,58.0,552.0,4.28,4.31,2.67 +16146,1.0,Premium,G,VS2,60.0,59.0,6451.0,6.54,6.46,3.9 +25128,1.63,Premium,E,VS2,61.8,58.0,13678.0,7.57,7.49,4.65 +48033,0.5,Ideal,H,IF,61.0,56.0,1923.0,5.15,5.17,3.15 +4395,0.31,Good,D,SI1,63.5,58.0,571.0,4.27,4.3,2.72 +12546,1.23,Premium,I,SI2,62.5,60.0,5269.0,6.82,6.75,4.24 +26773,2.05,Premium,I,SI1,60.6,58.0,16611.0,8.22,8.13,4.95 +37242,0.5,Good,F,SI1,64.3,57.0,975.0,5.03,4.94,3.21 +31229,0.32,Good,D,SI1,63.6,56.0,756.0,4.37,4.34,2.77 +48314,0.25,Ideal,E,VS2,62.1,57.0,535.0,4.01,4.05,2.5 +8585,1.19,Premium,I,SI2,61.6,56.0,4438.0,6.87,6.83,4.22 +38553,0.55,Good,J,VS2,64.1,54.0,1034.0,5.18,5.21,3.33 +4133,0.72,Ideal,D,VS2,62.0,54.8,3543.0,5.73,5.76,3.56 +38228,0.4,Ideal,H,VVS1,62.0,54.0,1017.0,4.72,4.76,2.94 +22460,1.6,Premium,E,SI2,59.4,59.0,10483.0,7.61,7.55,4.5 +22917,1.73,Premium,I,SI1,61.2,60.0,10957.0,7.67,7.65,4.69 +21995,1.53,Ideal,H,SI1,59.8,59.0,10063.0,7.48,7.54,4.49 +18338,1.5,Fair,E,SI2,65.8,57.0,7459.0,7.17,7.11,4.7 +36749,0.33,Ideal,F,VVS1,61.7,57.0,955.0,4.44,4.47,2.75 +43075,0.6,Very Good,H,SI1,60.4,63.0,1378.0,5.45,5.41,3.28 +12500,1.02,Ideal,H,SI1,61.2,56.0,5257.0,6.49,6.51,3.98 +1225,1.24,Very Good,J,I1,61.9,55.0,2940.0,6.85,6.92,4.26 +7462,0.9,Premium,H,VS1,62.9,58.0,4234.0,6.12,6.06,3.83 +47957,0.68,Very Good,E,SI1,58.2,60.0,1918.0,5.75,5.79,3.36 +12681,1.09,Ideal,F,SI2,62.0,56.0,5306.0,6.62,6.58,4.09 +21656,1.22,Premium,D,VS2,59.4,59.0,9756.0,6.99,6.92,4.13 +16479,1.08,Ideal,G,VS2,61.3,56.0,6586.0,6.59,6.62,4.05 +49312,0.34,Ideal,G,SI1,61.9,55.0,540.0,4.5,4.52,2.79 +29679,0.39,Ideal,H,VS2,62.3,55.0,707.0,4.67,4.7,2.92 +40381,0.3,Ideal,F,IF,60.7,56.0,1131.0,4.35,4.38,2.65 +48715,0.52,Ideal,D,VS1,61.0,56.0,2010.0,5.2,5.23,3.18 +25919,2.08,Premium,I,SI1,60.3,59.0,15065.0,8.26,8.22,4.97 +39275,0.32,Ideal,E,I1,60.7,57.0,490.0,4.45,4.41,2.69 +37295,0.52,Good,I,SI1,63.3,55.0,978.0,5.1,5.13,3.24 +14769,1.01,Very Good,G,VS2,61.4,59.0,5944.0,6.42,6.48,3.96 +1563,0.92,Premium,D,SI2,60.2,61.0,3004.0,6.32,6.27,3.79 +9899,1.2,Premium,J,SI2,58.7,59.0,4685.0,6.99,6.94,4.09 +3976,0.9,Very Good,E,SI1,62.9,57.0,3510.0,6.11,6.17,3.86 +47041,0.55,Premium,D,SI1,61.2,58.0,1819.0,5.29,5.24,3.22 +5602,1.01,Good,G,SI1,62.2,65.0,3871.0,6.34,6.3,3.93 +46392,0.37,Ideal,D,VVS1,61.3,56.0,1764.0,4.6,4.63,2.83 +32642,0.31,Ideal,H,VVS2,62.5,55.0,802.0,4.37,4.34,2.72 +10812,0.72,Ideal,E,VVS1,61.4,57.0,4864.0,5.74,5.79,3.54 +53140,0.56,Ideal,E,VVS2,62.1,57.0,2622.0,5.26,5.3,3.28 +1107,0.91,Premium,I,SI2,62.0,59.0,2913.0,6.18,6.23,3.85 +8185,0.94,Ideal,E,SI2,60.9,57.0,4366.0,6.34,6.36,3.87 +42341,0.43,Ideal,H,VVS1,61.5,56.0,1298.0,4.86,4.89,3.0 +46475,0.51,Ideal,H,VVS1,61.4,55.0,1776.0,5.13,5.16,3.16 +34409,0.3,Ideal,G,IF,62.1,55.0,863.0,4.32,4.35,2.69 +41255,0.3,Ideal,F,SI1,62.3,54.0,500.0,4.27,4.3,2.67 +17620,1.16,Fair,F,VS1,57.8,67.0,7094.0,6.97,6.84,3.99 +7001,1.0,Premium,F,SI2,62.8,57.0,4155.0,6.44,6.37,4.02 +17759,1.13,Premium,G,VS2,61.9,58.0,7151.0,6.7,6.67,4.14 +50476,0.71,Very Good,F,SI2,63.4,57.0,2266.0,5.7,5.63,3.59 +49435,1.01,Very Good,G,I1,63.1,60.0,2108.0,6.42,6.25,3.99 +17203,1.2,Very Good,F,SI1,63.5,57.0,6872.0,6.65,6.74,4.25 +6540,1.12,Premium,D,SI2,61.2,59.0,4071.0,6.7,6.66,4.09 +40262,0.33,Premium,D,SI2,62.1,58.0,492.0,4.4,4.43,2.74 +1652,0.7,Premium,F,VVS2,62.2,56.0,3018.0,5.72,5.63,3.53 +5459,0.76,Very Good,E,VVS2,60.6,59.0,3833.0,5.85,5.94,3.57 +13701,1.13,Premium,G,SI1,60.9,58.0,5600.0,6.75,6.72,4.1 +52626,0.33,Ideal,H,VS2,60.7,55.0,551.0,4.48,4.51,2.73 +29135,0.33,Very Good,H,VVS1,62.5,55.0,692.0,4.43,4.47,2.78 +39319,0.46,Fair,E,VS2,66.8,61.0,1070.0,4.84,4.71,3.2 +47749,0.54,Ideal,D,VS2,61.3,56.0,1892.0,5.22,5.26,3.21 +11290,1.01,Good,D,SI1,62.9,57.0,4977.0,6.34,6.37,4.0 +3186,0.73,Ideal,F,VVS1,61.9,56.0,3342.0,5.83,5.76,3.59 +16773,1.23,Ideal,H,SI1,61.5,57.0,6681.0,6.92,6.89,4.25 +29105,0.34,Ideal,H,VS2,61.4,57.0,689.0,4.55,4.48,2.77 +42551,0.52,Very Good,F,SI1,61.0,59.0,1326.0,5.18,5.21,3.17 +11531,1.0,Fair,E,SI1,57.6,57.0,5027.0,6.56,6.52,3.77 +27716,0.36,Premium,E,SI2,60.6,59.0,648.0,4.61,4.57,2.78 +21950,1.04,Ideal,E,VVS2,62.9,55.0,10019.0,6.47,6.51,4.08 +23426,1.05,Very Good,F,IF,59.7,55.0,11417.0,6.66,6.73,4.0 +40941,0.31,Ideal,G,VS2,60.8,56.0,500.0,4.4,4.42,2.68 +43254,0.42,Ideal,E,VVS1,62.1,55.0,1400.0,4.78,4.81,2.98 +50374,0.53,Ideal,G,VVS2,61.4,57.0,2250.0,5.17,5.2,3.18 +29157,0.38,Ideal,F,SI1,62.5,53.7,693.0,4.64,4.66,2.91 +11077,0.91,Ideal,G,SI1,60.8,58.0,4922.0,6.21,6.29,3.8 +37115,0.33,Ideal,E,VVS2,60.0,56.0,970.0,4.53,4.56,2.72 +18739,1.04,Ideal,G,VS1,60.7,55.0,7655.0,6.57,6.61,4.0 +26725,0.32,Ideal,G,VS1,61.6,56.0,645.0,4.38,4.42,2.71 +46716,0.7,Good,E,SI2,56.9,61.0,1793.0,5.85,5.9,3.34 +3645,0.9,Very Good,H,SI1,62.8,57.0,3437.0,6.14,6.18,3.87 +16515,1.0,Premium,E,VS2,62.7,59.0,6600.0,6.31,6.38,3.98 +24582,2.08,Premium,G,SI2,62.2,60.0,12883.0,8.16,8.09,5.06 +747,0.33,Ideal,J,VS1,62.1,55.0,557.0,4.44,4.41,2.75 +14117,1.0,Premium,D,SI1,62.2,58.0,5723.0,6.45,6.34,3.98 +6488,0.96,Premium,G,SI2,61.1,59.0,4059.0,6.32,6.28,3.85 +31476,0.34,Ideal,H,VS1,62.5,57.0,765.0,4.46,4.43,2.78 +48344,0.56,Ideal,H,VVS1,62.1,53.8,1961.0,5.27,5.33,3.29 +6370,0.32,Premium,H,SI1,61.9,58.0,576.0,4.38,4.34,2.7 +27392,1.54,Ideal,F,VS1,60.5,56.0,17949.0,7.52,7.49,4.54 +21085,1.63,Premium,I,SI1,62.0,54.0,9256.0,7.67,7.6,4.73 +28300,0.3,Good,H,SI1,63.7,57.0,432.0,4.26,4.28,2.72 +48186,0.72,Premium,J,VS2,60.2,59.0,1944.0,5.85,5.81,3.51 +18506,1.02,Very Good,F,VS1,62.8,58.0,7539.0,6.4,6.44,4.03 +6344,1.2,Premium,H,SI2,59.8,58.0,4032.0,6.92,6.83,4.11 +31006,0.39,Ideal,G,SI1,61.3,54.0,748.0,4.73,4.77,2.91 +5088,1.0,Premium,E,SI2,61.0,59.0,3752.0,6.4,6.33,3.89 +23304,1.81,Good,G,SI2,58.9,55.0,11336.0,7.99,8.04,4.72 +32054,0.35,Ideal,D,SI1,61.1,56.0,780.0,4.55,4.59,2.79 +49778,0.7,Very Good,F,SI1,59.8,59.0,2161.0,5.78,5.82,3.47 +49554,0.77,Premium,G,SI2,61.3,58.0,2129.0,5.94,5.88,3.62 +23381,0.36,Premium,H,VS1,60.5,59.0,631.0,4.6,4.63,2.79 +52285,0.71,Good,E,SI1,63.2,57.0,2494.0,5.67,5.72,3.6 +3075,0.96,Good,J,VS2,63.9,58.0,3312.0,6.27,6.21,3.99 +23153,1.52,Ideal,I,VVS1,61.9,56.0,11168.0,7.37,7.34,4.55 +8443,1.05,Ideal,H,SI2,61.2,57.0,4410.0,6.59,6.54,4.02 +21010,1.64,Premium,H,SI2,61.9,58.0,9224.0,7.58,7.54,4.68 +20578,1.0,Premium,E,VVS2,62.7,60.0,8888.0,6.32,6.34,3.97 +36082,0.33,Ideal,G,IF,61.0,56.0,925.0,4.48,4.51,2.74 +32165,0.28,Ideal,F,IF,61.4,57.0,787.0,4.22,4.25,2.6 +46283,0.5,Very Good,E,VS1,62.6,57.0,1755.0,5.02,5.08,3.16 +26095,2.01,Very Good,I,VS1,61.5,62.0,15335.0,7.94,8.07,4.92 +34548,0.36,Premium,F,VS2,58.5,58.0,869.0,4.69,4.65,2.73 +26557,1.6,Ideal,F,VS2,60.2,55.5,16240.0,7.6,7.66,4.59 +30773,0.38,Ideal,H,VS2,62.2,57.0,741.0,4.61,4.66,2.89 +29912,0.34,Ideal,F,VVS2,61.8,56.0,712.0,4.47,4.49,2.77 +3949,0.9,Very Good,I,SI2,61.5,57.0,3503.0,6.16,6.19,3.8 +10333,1.01,Good,E,SI1,64.3,59.0,4766.0,6.31,6.34,4.07 +44820,0.5,Ideal,E,VS2,61.6,55.0,1624.0,5.09,5.14,3.15 +400,0.3,Very Good,H,SI1,63.3,56.0,554.0,4.29,4.27,2.71 +26812,2.01,Premium,I,VS2,61.7,60.0,16700.0,8.09,8.02,4.97 +42311,0.41,Ideal,F,VVS1,62.3,57.0,1295.0,4.73,4.77,2.96 +5022,0.91,Very Good,F,SI2,63.3,54.0,3746.0,6.22,6.14,3.91 +13194,1.16,Premium,H,SI1,61.2,58.0,5454.0,6.76,6.81,4.15 +37585,0.32,Premium,F,VVS1,61.3,58.0,990.0,4.4,4.37,2.69 +36200,0.42,Ideal,E,SI1,61.8,56.0,931.0,4.8,4.84,2.98 +37020,0.33,Ideal,G,VVS2,62.7,55.0,965.0,4.46,4.41,2.78 +39425,0.41,Premium,F,VS1,61.1,58.0,1076.0,4.78,4.74,2.91 +297,0.7,Fair,G,VVS1,58.8,66.0,2797.0,5.81,5.9,3.44 +38277,0.21,Premium,D,VS2,61.6,59.0,386.0,3.82,3.78,2.34 +4929,0.97,Ideal,H,SI2,60.7,55.0,3729.0,6.47,6.41,3.91 +47520,0.38,Ideal,D,VVS1,60.3,56.0,1867.0,4.72,4.74,2.85 +18710,0.27,Very Good,E,VVS2,61.7,58.0,620.0,4.12,4.15,2.55 +35822,0.31,Ideal,F,IF,62.0,55.0,914.0,4.36,4.38,2.71 +43380,0.5,Very Good,H,VS1,63.0,56.0,1410.0,5.02,5.05,3.17 +25135,2.01,Very Good,I,SI1,61.8,62.0,13691.0,7.98,8.07,4.96 +39148,0.32,Ideal,F,VVS1,61.1,56.0,1061.0,4.45,4.42,2.71 +49339,0.79,Very Good,I,SI1,63.3,57.0,2095.0,5.86,5.83,3.7 +34538,0.33,Ideal,H,IF,62.1,55.0,868.0,4.41,4.44,2.75 +6450,0.91,Very Good,F,SI1,62.3,60.0,4049.0,6.08,6.15,3.81 +3187,0.71,Ideal,E,VS2,61.1,56.0,3342.0,5.77,5.79,3.53 +310,0.83,Ideal,G,SI1,61.8,57.0,2800.0,6.03,6.07,3.74 +25313,2.07,Premium,H,SI1,62.7,58.0,13993.0,8.14,8.09,5.09 +12642,1.06,Good,I,VS1,57.5,62.0,5293.0,6.71,6.83,3.9 +8974,1.05,Ideal,H,SI2,61.9,56.0,4504.0,6.49,6.56,4.04 +36154,0.33,Ideal,E,VS2,62.3,57.0,928.0,4.43,4.4,2.75 +37428,0.33,Ideal,E,VVS1,60.9,56.0,984.0,4.46,4.48,2.72 +24140,1.54,Premium,G,VS2,61.6,59.0,12308.0,7.46,7.4,4.58 +49700,0.7,Very Good,I,SI1,63.0,56.0,2147.0,5.61,5.66,3.55 +12469,1.2,Premium,G,SI2,59.9,59.0,5250.0,6.92,6.98,4.16 +6159,0.91,Ideal,G,SI1,62.6,56.0,3991.0,6.27,6.3,3.81 +18340,1.29,Ideal,G,SI1,60.9,59.0,7463.0,6.99,7.04,4.27 +28468,0.45,Ideal,J,VS2,61.4,55.0,672.0,4.94,4.97,3.04 +29372,0.31,Very Good,G,VS2,63.5,58.0,698.0,4.29,4.22,2.7 +3048,0.27,Very Good,G,VVS1,61.0,56.0,566.0,4.21,4.25,2.57 +39528,0.4,Very Good,I,VVS1,63.5,57.0,1080.0,4.68,4.65,2.96 +34795,0.4,Premium,H,VVS2,60.6,60.0,877.0,4.75,4.79,2.89 +48974,0.34,Ideal,I,VS1,62.6,56.0,537.0,4.44,4.47,2.79 +51051,0.61,Ideal,G,VVS2,62.4,53.8,2331.0,5.42,5.45,3.39 +21111,1.36,Ideal,H,VS2,59.9,57.0,9279.0,7.2,7.22,4.32 +37099,0.41,Ideal,E,SI1,62.7,57.0,969.0,4.77,4.74,2.98 +3433,0.9,Premium,G,SI2,62.8,61.0,3385.0,6.14,6.09,3.84 +8627,0.93,Premium,D,SI1,60.8,59.0,4448.0,6.27,6.24,3.8 +11342,1.01,Good,F,SI1,60.5,64.0,4989.0,6.48,6.45,3.91 +36322,0.32,Ideal,G,VVS2,60.6,57.0,936.0,4.43,4.41,2.68 +3158,0.78,Very Good,E,VS2,61.7,58.0,3334.0,5.9,5.93,3.65 +29376,0.31,Very Good,E,SI1,63.3,55.0,698.0,4.36,4.33,2.75 +2236,0.71,Ideal,H,IF,61.2,56.0,3146.0,5.74,5.79,3.53 +22555,1.53,Very Good,I,VS1,62.8,55.0,10602.0,7.35,7.4,4.63 +39448,0.53,Ideal,H,SI1,62.6,56.0,1077.0,5.28,5.1,3.25 +33839,0.38,Ideal,F,SI1,60.9,55.0,844.0,4.7,4.72,2.87 +23800,1.61,Ideal,G,SI1,62.4,55.0,11859.0,7.51,7.48,4.68 +34421,0.3,Ideal,G,IF,61.8,55.0,863.0,4.32,4.36,2.68 +14866,1.01,Very Good,F,VS2,61.4,54.0,5988.0,6.4,6.47,3.95 +22862,1.54,Premium,H,VS2,61.8,59.0,10897.0,7.4,7.35,4.56 +44772,0.42,Ideal,D,VVS1,61.6,56.0,1621.0,4.82,4.79,2.96 +4204,0.78,Very Good,E,VS1,61.0,55.0,3564.0,5.94,5.96,3.63 +2362,0.7,Premium,E,VS1,62.9,61.0,3175.0,5.65,5.57,3.53 +47954,0.96,Fair,F,I1,62.9,66.0,1917.0,6.29,6.07,3.91 +45960,0.56,Premium,D,SI1,61.4,58.0,1723.0,5.29,5.33,3.26 +12405,1.2,Very Good,J,VS2,58.7,60.0,5234.0,6.93,6.96,4.08 +5551,1.02,Ideal,I,SI2,60.7,57.0,3856.0,6.57,6.54,3.98 +4212,0.73,Very Good,G,VVS1,60.2,61.0,3567.0,5.83,5.89,3.53 +43303,0.61,Premium,F,SI2,60.9,58.0,1401.0,5.52,5.44,3.34 +21002,1.3,Premium,G,VS2,60.9,60.0,9216.0,7.04,6.99,4.27 +49311,0.4,Ideal,H,SI2,62.2,55.0,540.0,4.75,4.77,2.96 +24708,0.38,Ideal,G,SI1,60.2,57.0,639.0,4.72,4.77,2.85 +498,0.7,Premium,D,SI1,60.2,60.0,2822.0,5.82,5.75,3.48 +25740,1.11,Ideal,D,VVS1,61.6,55.0,14667.0,6.7,6.68,4.12 +1901,0.83,Premium,D,SI2,62.7,56.0,3078.0,6.01,5.98,3.76 +25766,1.66,Ideal,H,IF,61.5,57.0,14724.0,7.59,7.62,4.68 +22140,1.21,Ideal,F,VS2,61.5,54.0,10177.0,6.88,6.89,4.24 +7849,0.9,Ideal,D,SI1,60.7,57.0,4304.0,6.23,6.16,3.76 +43615,0.34,Premium,D,SI2,60.6,60.0,507.0,4.48,4.53,2.73 +18531,1.0,Fair,E,VVS2,56.8,58.0,7553.0,6.59,6.64,3.76 +9051,0.34,Premium,I,SI1,61.7,56.0,589.0,4.54,4.51,2.79 +21184,1.76,Very Good,H,SI1,63.0,63.0,9336.0,7.65,7.63,4.81 +27216,1.59,Premium,E,VS1,61.2,58.0,17552.0,7.58,7.49,4.61 +46274,0.43,Ideal,D,VVS1,61.9,54.0,1754.0,4.83,4.87,3.0 +14365,1.02,Good,G,VS2,63.6,57.0,5816.0,6.38,6.41,4.07 +2167,0.82,Ideal,E,SI2,62.6,55.0,3131.0,5.94,5.98,3.73 +42453,0.5,Ideal,E,SI1,62.2,57.0,1316.0,5.05,5.11,3.16 +49723,0.7,Fair,G,SI1,63.1,57.0,2150.0,5.64,5.58,3.54 +47296,0.3,Good,F,SI2,63.4,56.0,394.0,4.26,4.29,2.71 +46648,0.3,Very Good,E,SI1,61.9,58.0,526.0,4.27,4.33,2.66 +26804,2.39,Premium,H,SI1,60.6,58.0,16687.0,8.65,8.58,5.22 +44343,0.5,Very Good,G,VS1,63.2,59.0,1580.0,5.03,5.07,3.19 +3883,0.9,Good,H,SI1,63.1,63.0,3484.0,6.04,6.1,3.83 +39818,0.5,Very Good,E,SI2,63.2,61.0,1097.0,5.05,5.02,3.18 +52899,0.71,Very Good,I,VVS2,60.6,56.0,2586.0,5.82,5.77,3.51 +49833,0.6,Fair,G,VVS2,57.9,67.0,2167.0,5.66,5.47,3.23 +6936,1.12,Ideal,F,SI2,61.8,55.0,4140.0,6.69,6.66,4.13 +44916,0.53,Ideal,F,VS2,61.1,56.0,1631.0,5.22,5.26,3.2 +38441,0.38,Ideal,E,VVS2,62.4,56.0,1027.0,4.63,4.69,2.91 +17729,0.3,Very Good,D,SI1,58.8,63.0,614.0,4.35,4.32,2.55 +2810,0.88,Ideal,I,SI1,62.4,55.0,3264.0,6.12,6.16,3.83 +6489,1.03,Very Good,G,SI2,63.1,58.0,4060.0,6.41,6.37,4.03 +43772,0.58,Premium,H,VS2,59.7,59.0,1439.0,5.42,5.33,3.21 +12448,1.12,Very Good,D,SI2,59.3,59.0,5243.0,6.76,6.8,4.02 +51379,0.7,Good,D,SI2,63.7,58.0,2367.0,5.6,5.64,3.58 +16430,1.05,Ideal,G,VS2,61.9,57.0,6562.0,6.47,6.51,4.03 +95,0.78,Very Good,G,SI2,63.8,56.0,2759.0,5.81,5.85,3.72 +28124,0.36,Premium,D,SI1,59.6,58.0,663.0,4.61,4.65,2.76 +32930,0.42,Premium,D,SI1,61.1,60.0,810.0,4.79,4.83,2.94 +25047,0.3,Ideal,F,SI1,62.9,57.0,641.0,4.27,4.25,2.68 +19304,1.42,Good,E,SI2,60.1,61.0,8019.0,7.32,7.42,4.43 +21281,2.03,Premium,J,SI2,60.4,59.0,9435.0,8.15,8.12,4.91 +16873,1.02,Ideal,E,VS2,62.7,56.0,6732.0,6.38,6.44,4.02 +30,0.23,Very Good,F,VS1,60.9,57.0,357.0,3.96,3.99,2.42 +53088,0.71,Ideal,E,SI1,62.8,53.0,2612.0,5.67,5.7,3.57 +36429,0.31,Ideal,D,VS2,61.6,55.0,942.0,4.37,4.36,2.69 +7052,0.33,Ideal,I,VVS2,62.4,56.0,579.0,4.41,4.43,2.76 +10006,1.01,Premium,E,VS2,60.8,58.0,4706.0,6.43,6.4,3.9 +15518,1.0,Premium,G,VS2,61.6,54.0,6216.0,6.49,6.46,3.99 +22816,1.28,Ideal,G,VVS2,61.2,54.0,10839.0,7.03,7.06,4.31 +37457,0.35,Ideal,E,VS2,62.0,57.0,984.0,4.55,4.51,2.81 +24428,2.02,Premium,H,SI2,61.7,61.0,12680.0,8.14,8.08,5.01 +30085,0.32,Ideal,H,VS1,60.2,56.0,720.0,4.49,4.44,2.69 +52104,0.7,Good,E,SI1,61.7,59.0,2459.0,5.62,5.66,3.48 +12495,1.2,Very Good,J,VS1,63.6,59.0,5257.0,6.67,6.72,4.26 +39703,0.4,Ideal,H,VVS1,62.0,54.0,1088.0,4.76,4.72,2.94 +31410,0.3,Ideal,G,VVS1,62.7,54.0,764.0,4.3,4.34,2.71 +14670,1.0,Good,G,VS1,63.9,55.0,5920.0,6.28,6.34,4.03 +53333,0.72,Very Good,E,SI2,59.7,59.0,2655.0,5.77,5.82,3.46 +20786,1.15,Premium,G,VVS1,60.8,58.0,9025.0,6.77,6.74,4.11 +50872,0.81,Premium,I,SI1,61.8,58.0,2313.0,5.97,5.91,3.68 +11487,1.2,Very Good,J,VS1,59.1,61.0,5016.0,6.94,7.0,4.12 +50132,0.63,Very Good,D,SI1,63.1,58.0,2211.0,5.49,5.44,3.45 +12485,1.07,Very Good,H,VS2,61.5,57.0,5254.0,6.57,6.63,4.06 +36612,0.32,Premium,G,SI1,59.6,60.0,477.0,4.43,4.46,2.65 +47675,0.51,Ideal,D,VS2,62.1,56.0,1882.0,5.16,5.11,3.19 +26801,1.52,Very Good,F,VS1,63.4,60.0,16670.0,7.3,7.25,4.61 +39546,0.32,Premium,H,IF,61.2,58.0,1080.0,4.39,4.37,2.68 +49383,0.51,Very Good,G,IF,62.6,56.0,2102.0,5.09,5.13,3.2 +21160,1.14,Ideal,F,VVS2,62.7,55.0,9316.0,6.7,6.6,4.17 +37283,0.4,Ideal,I,SI2,61.0,58.0,484.0,4.74,4.77,2.9 +28057,0.42,Ideal,D,SI2,61.1,55.0,660.0,4.82,4.86,2.96 +45068,0.55,Very Good,H,VS1,61.0,56.0,1643.0,5.26,5.3,3.22 +49254,0.73,Ideal,F,SI2,61.7,57.0,2087.0,5.78,5.82,3.58 +40370,0.46,Ideal,H,SI1,61.1,55.0,1130.0,4.97,5.01,3.05 +29412,0.38,Premium,F,SI1,62.7,58.0,700.0,4.6,4.62,2.89 +5519,1.0,Good,H,SI2,63.4,61.0,3850.0,6.29,6.33,4.0 +21921,1.7,Premium,I,VS2,62.5,58.0,9996.0,7.52,7.45,4.68 +34930,0.32,Good,I,SI2,63.4,56.0,374.0,4.34,4.37,2.76 +49238,0.51,Very Good,G,IF,59.3,57.0,2084.0,5.25,5.31,3.13 +30948,0.23,Very Good,D,SI2,63.5,57.0,449.0,3.87,3.85,2.45 +22506,1.58,Ideal,H,SI1,61.4,56.0,10546.0,7.46,7.53,4.6 +22681,0.38,Ideal,J,VVS2,61.4,56.0,629.0,4.68,4.7,2.88 +43395,0.54,Ideal,E,SI1,61.6,57.0,1410.0,5.23,5.26,3.23 +17072,1.01,Ideal,E,VS2,60.5,60.0,6806.0,6.46,6.47,3.91 +31472,0.34,Ideal,H,VS1,62.1,57.0,765.0,4.51,4.48,2.79 +53169,0.71,Premium,E,SI1,61.7,61.0,2629.0,5.76,5.74,3.55 +29883,0.3,Ideal,D,VS2,61.9,57.0,710.0,4.29,4.33,2.67 +34238,0.4,Premium,D,SI2,60.4,59.0,855.0,4.83,4.8,2.91 +50330,0.65,Good,G,VS1,60.0,60.4,2241.0,5.6,5.7,3.39 +16171,1.34,Premium,G,SI2,61.7,58.0,6464.0,7.04,7.1,4.36 +26681,0.3,Very Good,J,VS1,59.5,60.0,427.0,4.39,4.45,2.63 +3226,0.76,Ideal,D,VS2,60.2,56.0,3352.0,5.92,5.95,3.57 +12885,1.22,Premium,I,SI1,61.2,59.0,5368.0,6.86,6.9,4.21 +52600,0.7,Ideal,E,SI1,62.2,57.0,2542.0,5.72,5.67,3.54 +51961,0.3,Ideal,G,VS2,62.6,58.0,545.0,4.25,4.28,2.67 +13964,1.01,Very Good,E,SI1,63.4,58.0,5684.0,6.32,6.37,4.02 +53208,0.61,Ideal,F,VVS2,62.2,55.0,2634.0,5.42,5.45,3.38 +29259,0.39,Ideal,H,SI1,61.5,56.0,698.0,4.69,4.71,2.89 +34252,0.46,Fair,I,VS2,66.8,55.0,855.0,4.82,4.77,3.2 +9169,1.27,Good,J,SI2,66.0,59.0,4542.0,6.71,6.75,4.44 +18899,1.13,Premium,D,VS2,61.7,58.0,7751.0,6.7,6.65,4.12 +39903,0.42,Ideal,D,VS2,62.1,54.0,1103.0,4.83,4.8,2.99 +6333,0.91,Very Good,E,SI1,61.9,61.0,4031.0,6.11,6.14,3.79 +14115,1.0,Very Good,G,VS2,63.1,58.0,5723.0,6.39,6.31,4.01 +42158,0.51,Very Good,E,SI1,61.4,58.0,1284.0,5.09,5.14,3.14 +21205,1.09,Ideal,E,VS2,60.7,57.0,9346.0,6.66,6.68,4.05 +3001,0.7,Ideal,G,VVS1,60.7,57.0,3303.0,5.73,5.76,3.49 +31079,0.33,Ideal,G,VVS2,61.5,56.0,752.0,4.45,4.49,2.75 +17357,1.01,Ideal,G,VS2,62.6,56.0,6964.0,6.41,6.44,4.02 +49365,0.72,Ideal,J,VS2,61.4,57.0,2099.0,5.76,5.8,3.55 +9302,1.0,Good,E,SI1,63.9,57.0,4573.0,6.31,6.34,4.04 +26219,2.04,Very Good,H,SI2,62.7,56.0,15618.0,8.06,8.12,5.07 +27419,2.04,Good,H,SI1,58.4,60.0,18026.0,8.31,8.36,4.87 +2491,0.91,Very Good,F,SI1,63.3,60.0,3195.0,6.1,6.06,3.85 +59,0.3,Very Good,I,SI1,63.0,57.0,405.0,4.28,4.32,2.71 +7631,0.96,Very Good,G,SI1,60.3,57.0,4265.0,6.35,6.38,3.84 +13718,0.3,Ideal,E,VS2,60.6,59.0,603.0,4.3,4.34,2.62 +4696,1.01,Fair,H,VS1,67.1,59.0,3676.0,6.16,6.09,4.11 +20116,1.51,Very Good,F,SI2,62.7,60.0,8581.0,7.25,7.32,4.57 +2541,0.75,Premium,E,VS2,61.8,58.0,3206.0,5.83,5.85,3.61 +5344,0.91,Ideal,F,SI2,62.4,57.0,3812.0,6.18,6.22,3.87 +11902,1.01,Premium,H,VS2,62.1,57.0,5120.0,6.45,6.39,3.99 +5247,1.0,Very Good,F,SI2,61.7,58.0,3789.0,6.32,6.36,3.91 +13012,1.23,Ideal,J,SI1,62.2,57.0,5407.0,6.89,6.81,4.26 +7556,1.01,Very Good,H,SI1,63.4,55.0,4249.0,6.32,6.27,3.99 +8826,1.12,Very Good,G,SI2,63.3,58.0,4478.0,6.7,6.63,4.22 +50033,0.74,Very Good,H,SI2,62.8,59.0,2198.0,5.72,5.77,3.61 +15918,1.39,Ideal,J,VS2,60.3,57.0,6366.0,7.26,7.24,4.37 +4943,0.76,Ideal,D,SI1,62.3,55.0,3732.0,5.81,5.84,3.63 +15781,1.0,Very Good,E,VS2,63.8,59.0,6315.0,6.25,6.32,4.01 +25680,1.7,Premium,F,SI1,62.4,57.0,14611.0,7.61,7.56,4.73 +28533,0.33,Ideal,I,IF,61.7,55.0,675.0,4.45,4.49,2.76 +1122,0.8,Very Good,H,VS2,61.2,53.0,2918.0,5.98,6.05,3.68 +53251,0.5,Ideal,F,IF,62.0,55.0,2645.0,5.09,5.13,3.17 +11990,1.01,Fair,F,SI1,57.9,57.0,5144.0,6.53,6.57,3.79 +12227,1.25,Good,I,SI2,63.3,55.8,5197.0,6.83,6.87,4.34 +21864,1.5,Ideal,I,SI1,61.5,57.0,9926.0,7.4,7.35,4.54 +10278,1.01,Ideal,D,SI2,61.2,56.0,4753.0,6.41,6.46,3.94 +4143,0.9,Premium,H,SI1,62.7,58.0,3545.0,6.14,6.2,3.87 +5625,1.03,Premium,E,SI2,61.7,61.0,3876.0,6.49,6.45,3.99 +48995,0.7,Fair,H,SI1,65.2,58.0,2048.0,5.49,5.55,3.6 +41248,0.54,Ideal,H,SI2,61.2,56.0,1208.0,5.27,5.24,3.21 +36737,0.32,Ideal,E,VVS1,61.9,55.0,954.0,4.38,4.41,2.72 +26435,1.38,Ideal,F,VVS1,62.9,56.0,15968.0,7.04,7.1,4.45 +4231,0.91,Very Good,D,SI2,58.3,60.0,3573.0,6.33,6.4,3.71 +49030,0.51,Very Good,F,VVS2,60.8,56.0,2054.0,5.18,5.21,3.16 +4259,0.9,Very Good,I,VS1,63.3,59.0,3580.0,6.1,6.06,3.85 +49863,0.62,Ideal,G,VS1,62.0,56.0,2173.0,5.45,5.49,3.39 +748,0.33,Ideal,I,SI1,63.0,57.0,557.0,4.39,4.37,2.76 +35215,0.32,Ideal,E,VVS1,61.2,55.0,892.0,4.4,4.45,2.71 +18088,1.22,Premium,H,VS2,60.8,59.0,7310.0,6.93,6.86,4.19 +28369,0.36,Very Good,H,VVS2,61.3,55.0,668.0,4.58,4.64,2.81 +7428,0.86,Ideal,E,SI1,60.6,56.0,4228.0,6.16,6.18,3.74 +42324,0.41,Ideal,D,VVS2,62.3,55.0,1295.0,4.76,4.77,2.97 +43547,0.53,Premium,F,SI1,62.0,59.0,1428.0,5.23,5.16,3.22 +13109,1.02,Ideal,H,VS2,62.0,57.0,5426.0,6.43,6.4,3.98 +26349,0.32,Ideal,F,VS2,61.2,56.0,645.0,4.41,4.44,2.71 +16145,1.28,Ideal,H,SI2,62.8,57.0,6451.0,6.92,6.87,4.33 +53012,0.7,Premium,D,SI2,60.6,58.0,2596.0,5.75,5.7,3.47 +47242,0.62,Premium,G,VS2,60.9,59.0,1841.0,5.52,5.48,3.35 +9223,1.05,Premium,F,SI2,62.6,59.0,4557.0,6.47,6.43,4.04 +36889,0.35,Ideal,G,IF,60.2,57.0,959.0,4.6,4.64,2.78 +23717,0.25,Very Good,F,VVS2,62.4,55.0,633.0,4.03,4.06,2.52 +49400,0.5,Very Good,E,VVS2,61.5,59.0,2105.0,5.08,5.1,3.13 +22756,2.01,Fair,H,SI2,66.7,56.0,10772.0,7.8,7.76,5.19 +29903,0.44,Very Good,F,SI2,61.9,59.0,711.0,4.85,4.9,3.02 +6558,0.99,Premium,F,SI2,60.6,61.0,4075.0,6.45,6.38,3.89 +12774,1.11,Ideal,I,SI1,61.9,55.0,5329.0,6.65,6.66,4.12 +21991,1.89,Premium,G,SI2,62.9,58.0,10055.0,7.87,7.81,4.93 +22373,0.31,Ideal,H,VS2,62.6,57.0,628.0,4.35,4.31,2.71 +15864,1.01,Ideal,E,SI1,60.8,56.0,6346.0,6.53,6.47,3.95 +40171,0.38,Premium,F,VS1,60.2,58.0,1117.0,4.73,4.71,2.84 +16908,1.5,Premium,J,SI2,61.4,61.0,6750.0,7.36,7.3,4.5 +9407,1.0,Premium,F,SI1,62.9,57.0,4586.0,6.37,6.32,3.99 +44739,0.59,Very Good,G,VS2,61.5,59.0,1618.0,5.32,5.41,3.3 +50708,0.8,Premium,J,VS1,60.8,59.0,2292.0,6.0,5.94,3.63 +37252,0.4,Ideal,G,VVS1,61.3,56.0,977.0,4.74,4.75,2.91 +273,0.7,Good,E,VS2,64.1,55.0,2793.0,5.6,5.66,3.61 +37756,0.38,Premium,F,VS1,62.4,59.0,998.0,4.63,4.57,2.87 +46738,0.72,Very Good,H,SI2,63.5,55.0,1799.0,5.66,5.62,3.58 +15726,1.0,Ideal,G,VS1,62.9,57.0,6290.0,6.36,6.32,3.99 +19020,1.01,Very Good,F,VVS2,60.7,59.0,7835.0,6.4,6.46,3.9 +24323,1.27,Ideal,F,VVS2,62.2,54.0,12576.0,6.92,6.95,4.31 +16318,1.15,Fair,G,VS1,64.6,57.0,6530.0,6.6,6.5,4.23 +53507,0.7,Very Good,D,SI1,62.1,56.0,2686.0,5.65,5.69,3.52 +14467,1.01,Very Good,G,VS2,61.6,56.0,5839.0,6.4,6.46,3.96 +6396,1.0,Very Good,F,SI2,62.9,59.0,4037.0,6.27,6.38,3.98 +25786,2.0,Very Good,E,SI2,63.4,60.0,14763.0,7.97,7.92,5.04 +15259,1.53,Premium,J,SI1,60.1,59.0,6126.0,7.52,7.5,4.51 +14262,1.24,Premium,E,SI1,58.5,60.0,5775.0,7.08,7.01,4.11 +53762,0.76,Ideal,F,VS2,61.6,55.0,2725.0,5.88,5.9,3.63 +37938,0.3,Ideal,H,VS2,62.5,53.2,486.0,4.29,4.34,2.69 +48101,0.7,Good,G,SI2,64.1,56.0,1935.0,5.64,5.59,3.6 +48819,0.51,Good,G,VVS1,63.9,57.0,2027.0,5.08,5.06,3.24 +7469,1.2,Premium,I,SI2,59.0,60.0,4234.0,6.99,6.95,4.11 +11634,1.01,Very Good,G,SI1,63.4,58.0,5051.0,6.29,6.4,4.02 +3030,1.01,Very Good,I,SI2,63.2,58.0,3309.0,6.34,6.31,4.0 +12993,1.26,Premium,I,SI2,62.2,58.0,5398.0,6.98,6.92,4.32 +3262,0.7,Ideal,F,VS1,60.3,57.0,3359.0,5.74,5.79,3.47 +25520,2.16,Premium,J,SI1,60.5,59.0,14328.0,8.41,8.35,5.07 +39291,0.3,Ideal,H,VS2,60.9,58.0,491.0,4.29,4.32,2.62 +31452,0.34,Ideal,G,VS2,61.1,55.0,765.0,4.55,4.52,2.77 +27265,1.51,Very Good,E,VVS2,60.2,61.0,17689.0,7.34,7.4,4.44 +15788,1.02,Ideal,H,VS1,61.4,57.0,6317.0,6.47,6.44,3.97 +29251,0.34,Very Good,D,VS2,59.5,56.0,698.0,4.55,4.59,2.72 +39456,0.33,Ideal,D,VS1,61.0,56.0,1077.0,4.47,4.45,2.72 +48005,0.52,Ideal,D,VS2,62.7,53.0,1919.0,5.17,5.14,3.23 +52579,0.7,Ideal,E,SI1,62.8,56.0,2537.0,5.69,5.72,3.58 +44887,0.5,Very Good,E,VS2,60.0,63.0,1629.0,5.12,5.08,3.06 +35131,0.45,Ideal,H,VS1,62.0,54.0,888.0,4.92,4.95,3.06 +52132,0.52,Premium,E,VVS2,60.1,59.0,2467.0,5.27,5.22,3.15 +21767,1.51,Ideal,H,SI1,61.3,56.0,9833.0,7.4,7.44,4.55 +622,0.75,Very Good,F,SI2,59.8,56.0,2840.0,5.85,5.92,3.52 +21442,1.23,Ideal,F,VS2,61.7,57.0,9547.0,6.94,6.9,4.27 +41561,0.56,Ideal,I,VS2,62.1,54.0,1237.0,5.3,5.33,3.3 +19337,1.2,Ideal,H,VS1,61.1,58.0,8039.0,6.84,6.88,4.19 +44963,0.53,Very Good,F,VS2,63.4,56.0,1636.0,5.16,5.13,3.26 +42503,0.46,Very Good,D,VS2,61.2,57.0,1321.0,4.96,5.0,3.05 +45797,0.51,Premium,E,VS2,63.0,59.0,1709.0,5.08,5.05,3.19 +35102,0.3,Ideal,F,IF,60.9,56.0,886.0,4.33,4.37,2.65 +29347,0.31,Ideal,G,VS2,61.7,55.0,698.0,4.37,4.35,2.69 +15384,0.37,Ideal,E,SI1,61.4,56.0,606.0,4.6,4.65,2.84 +53555,0.58,Ideal,E,VVS2,61.8,57.0,2694.0,5.37,5.4,3.33 +16937,1.2,Ideal,G,SI1,61.8,59.0,6762.0,6.77,6.8,4.19 +4661,1.13,Ideal,H,I1,61.1,56.0,3669.0,6.77,6.71,4.12 +6510,0.9,Premium,H,VS1,63.0,59.0,4064.0,6.13,6.1,3.85 +45523,0.54,Ideal,E,VS2,61.8,55.0,1684.0,5.26,5.22,3.24 +9532,0.83,Ideal,F,VS1,61.2,54.0,4617.0,6.07,6.11,3.73 +25540,2.27,Premium,I,SI1,61.0,58.0,14362.0,8.42,8.4,5.19 +53731,0.78,Ideal,D,SI2,61.3,56.0,2722.0,5.95,5.99,3.66 +32567,0.38,Very Good,F,VS2,60.9,56.0,800.0,4.67,4.72,2.86 +29080,0.43,Very Good,E,SI2,61.8,60.0,688.0,4.83,4.85,2.99 +20137,1.22,Ideal,H,VS2,61.3,56.0,8596.0,6.85,6.88,4.21 +24183,2.01,Premium,J,SI1,60.5,59.0,12369.0,8.12,8.01,4.88 +666,0.73,Ideal,E,SI1,59.1,59.0,2846.0,5.92,5.95,3.51 +43074,0.56,Very Good,D,SI1,62.2,63.0,1378.0,5.23,5.28,3.27 +46669,0.71,Good,I,SI1,62.6,63.0,1788.0,5.54,5.61,3.49 +16133,1.01,Very Good,G,VS2,63.6,56.0,6449.0,6.34,6.39,4.05 +10684,1.01,Ideal,F,SI2,62.7,57.0,4843.0,6.36,6.39,4.0 +3761,0.94,Premium,F,SI2,62.4,58.0,3456.0,6.23,6.17,3.87 +33658,0.3,Ideal,D,VS1,61.0,57.0,835.0,4.32,4.31,2.63 +45338,0.67,Ideal,G,SI1,60.4,57.0,1662.0,5.67,5.65,3.42 +51185,0.78,Very Good,I,SI1,63.5,57.0,2348.0,5.79,5.86,3.7 +42227,0.39,Premium,D,VVS2,62.9,58.0,1290.0,4.66,4.62,2.92 +6596,1.0,Very Good,I,SI2,60.7,59.0,4080.0,6.4,6.46,3.9 +20074,1.51,Good,D,SI2,64.1,61.0,8550.0,7.14,7.18,4.59 +52756,0.72,Very Good,I,VVS1,62.8,56.0,2562.0,5.69,5.75,3.59 +40980,0.41,Premium,D,VVS2,62.2,58.0,1181.0,4.8,4.78,2.98 +8277,1.02,Fair,D,SI2,65.5,60.0,4381.0,6.27,6.24,4.1 +8709,0.28,Ideal,H,VVS1,62.0,55.0,586.0,4.17,4.22,2.6 +17876,0.9,Good,E,VVS1,63.4,60.0,7214.0,6.06,6.11,3.86 +29239,0.34,Good,F,VS1,60.6,63.0,696.0,4.46,4.59,2.74 +9822,1.01,Premium,G,SI1,61.0,62.0,4672.0,6.49,6.4,3.93 +18879,1.02,Premium,G,VVS2,62.6,59.0,7741.0,6.46,6.41,4.03 +19962,1.4,Premium,G,SI1,62.5,58.0,8511.0,7.12,7.06,4.43 +43439,0.55,Ideal,F,SI1,61.8,55.0,1415.0,5.27,5.22,3.24 +5216,1.04,Fair,D,SI2,65.8,58.0,3780.0,6.32,6.25,4.13 +51499,0.71,Very Good,G,VS2,64.5,57.0,2382.0,5.56,5.6,3.6 +10599,1.0,Ideal,G,SI1,62.7,56.0,4824.0,6.39,6.36,4.0 +35937,0.42,Premium,G,SI1,62.7,59.0,920.0,4.75,4.72,2.97 +13870,1.23,Premium,I,SI1,59.6,60.0,5648.0,6.96,6.93,4.14 +31485,0.34,Premium,G,VS2,61.1,60.0,765.0,4.53,4.51,2.76 +37950,0.28,Very Good,E,VS2,62.7,58.0,487.0,4.15,4.18,2.61 +30026,0.36,Ideal,F,SI1,61.6,56.0,718.0,4.62,4.57,2.83 +24957,1.58,Ideal,E,SI1,61.0,57.0,13434.0,7.5,7.55,4.59 +13984,1.24,Premium,H,SI2,59.9,60.0,5694.0,7.02,7.0,4.2 +24763,2.02,Premium,I,SI2,61.2,58.0,13117.0,8.11,8.04,4.94 +17464,1.06,Very Good,G,VS1,62.0,58.0,7003.0,6.51,6.56,4.05 +13509,1.01,Good,D,SI1,63.8,58.0,5543.0,6.38,6.34,4.06 +34946,0.3,Good,H,SI2,63.9,57.0,378.0,4.24,4.27,2.72 +35209,0.33,Premium,I,IF,59.0,61.0,891.0,4.56,4.49,2.67 +22386,1.51,Premium,H,VS2,60.6,58.0,10411.0,7.42,7.36,4.48 +5918,0.73,Ideal,D,VS1,60.9,55.0,3937.0,5.83,5.86,3.56 +44140,0.59,Ideal,F,SI1,62.0,57.0,1561.0,5.41,5.34,3.33 +45319,0.32,Ideal,G,VS2,62.4,55.0,524.0,4.36,4.39,2.73 +30952,0.32,Ideal,I,VS2,62.2,57.0,449.0,4.39,4.42,2.74 +43843,0.62,Ideal,F,SI2,62.0,58.0,1446.0,5.44,5.49,3.39 +47548,0.52,Premium,F,VS1,61.7,56.0,1872.0,5.17,5.14,3.18 +15407,1.02,Premium,G,VS2,59.8,58.0,6169.0,6.58,6.54,3.92 +38460,0.37,Premium,D,VS1,60.2,60.0,1030.0,4.68,4.63,2.8 +40053,0.38,Premium,E,VS2,59.2,60.0,1112.0,4.77,4.73,2.81 +2511,1.02,Premium,H,I1,62.5,60.0,3199.0,6.41,6.39,4.0 +15366,0.3,Very Good,G,VS1,61.7,56.0,605.0,4.29,4.33,2.66 +14379,0.3,Ideal,H,VVS2,62.2,57.0,605.0,4.26,4.29,2.66 +14016,1.01,Very Good,G,VS2,63.2,55.0,5701.0,6.39,6.34,4.02 +335,0.71,Premium,F,VS2,62.6,58.0,2803.0,5.7,5.67,3.56 +7057,0.33,Premium,G,VS2,61.9,59.0,579.0,4.4,4.46,2.74 +25870,1.56,Ideal,G,VS1,61.3,56.0,14957.0,7.46,7.51,4.59 +52372,0.52,Ideal,F,IF,60.3,57.0,2504.0,5.23,5.28,3.17 +21837,1.16,Ideal,G,IF,62.0,57.0,9901.0,6.7,6.73,4.16 +43010,0.54,Premium,F,SI1,59.7,59.0,1369.0,5.36,5.3,3.18 +37075,0.41,Premium,F,SI1,61.0,60.0,969.0,4.81,4.77,2.92 +29862,0.3,Ideal,D,VS2,60.8,57.0,710.0,4.33,4.38,2.65 +44116,0.5,Ideal,E,VS2,62.7,55.0,1559.0,5.12,5.08,3.2 +15531,1.0,Good,F,VS2,63.1,57.0,6223.0,6.32,6.36,4.0 +4638,0.95,Premium,J,VVS2,62.6,59.0,3669.0,6.23,6.26,3.91 +52040,0.71,Good,D,SI1,56.8,62.0,2450.0,5.93,5.89,3.37 +11108,1.03,Premium,H,SI1,61.9,58.0,4932.0,6.49,6.43,4.0 +30655,0.33,Ideal,D,SI1,60.9,56.0,736.0,4.46,4.5,2.73 +49057,0.56,Ideal,D,VS1,62.6,55.0,2057.0,5.25,5.29,3.3 +3914,0.72,Very Good,E,VVS2,61.3,60.0,3495.0,5.73,5.76,3.52 +40399,0.38,Ideal,E,VS1,62.2,54.1,1133.0,4.63,4.65,2.89 +25848,1.52,Ideal,F,VS2,62.5,55.0,14915.0,7.42,7.31,4.6 +25826,1.51,Premium,E,VS2,62.6,60.0,14844.0,7.28,7.22,4.54 +28916,0.3,Good,H,VVS1,63.3,60.0,684.0,4.22,4.25,2.68 +11073,0.91,Very Good,H,VS2,62.6,57.0,4922.0,6.15,6.21,3.87 +53544,0.76,Ideal,H,VS2,62.7,57.0,2692.0,5.86,5.82,3.66 +17769,1.59,Ideal,J,SI2,62.1,54.0,7155.0,7.51,7.44,4.64 +52255,1.01,Premium,J,I1,60.7,59.0,2488.0,6.39,6.42,3.89 +32651,0.31,Ideal,H,VVS2,62.4,57.0,802.0,4.36,4.32,2.71 +8202,1.04,Ideal,H,SI2,61.1,56.0,4368.0,6.66,6.6,4.05 +11800,1.18,Ideal,I,SI1,62.2,56.0,5088.0,6.85,6.75,4.23 +33901,0.3,Ideal,E,VS2,61.6,56.0,844.0,4.3,4.27,2.64 +4263,0.76,Premium,D,VS2,61.7,59.0,3581.0,5.87,5.9,3.63 +3438,0.9,Premium,H,SI1,61.0,59.0,3387.0,6.16,6.11,3.74 +36719,0.4,Very Good,H,VVS1,62.9,56.0,954.0,4.69,4.72,2.96 +28884,0.44,Good,E,SI2,63.2,59.0,684.0,4.8,4.85,3.05 +7326,0.9,Premium,E,SI1,61.3,60.0,4209.0,6.19,6.14,3.78 +25420,1.51,Premium,G,VS1,59.5,59.0,14156.0,7.45,7.41,4.42 +11824,1.33,Premium,I,SI2,59.7,59.0,5094.0,7.21,7.15,4.29 +9936,1.27,Ideal,J,SI2,62.6,57.0,4693.0,6.85,6.88,4.3 +39278,0.34,Ideal,H,SI1,62.6,56.0,490.0,4.46,4.48,2.8 +22850,1.5,Ideal,H,VS2,62.2,57.0,10886.0,7.33,7.27,4.54 +20017,0.3,Very Good,H,SI1,60.8,61.0,421.0,4.25,4.3,2.6 +15051,0.3,Ideal,F,VS2,61.4,57.0,605.0,4.34,4.36,2.67 +37962,0.41,Ideal,F,VS1,62.5,57.0,1007.0,4.75,4.76,2.97 +14255,1.0,Premium,D,SI1,60.3,59.0,5775.0,6.44,6.47,3.89 +48255,0.72,Very Good,H,SI2,61.0,56.0,1953.0,5.75,5.8,3.52 +19448,1.02,Ideal,E,VS1,60.1,57.0,8096.0,6.52,6.59,3.94 +33443,0.32,Ideal,G,VS1,62.8,54.0,828.0,4.41,4.38,2.76 +14226,1.33,Premium,I,SI2,62.3,59.0,5765.0,7.01,6.98,4.36 +13801,1.03,Premium,H,VS1,62.5,59.0,5624.0,6.47,6.43,4.03 +16697,0.32,Good,F,SI2,63.1,56.0,421.0,4.34,4.38,2.75 +44794,0.5,Ideal,G,VS1,62.3,55.0,1624.0,5.07,5.11,3.17 +31568,0.31,Premium,F,VVS1,59.4,58.0,766.0,4.41,4.45,2.63 +12490,1.02,Premium,G,SI1,61.1,58.0,5255.0,6.52,6.48,3.97 +43904,0.31,Ideal,G,VS2,62.1,54.0,511.0,4.34,4.36,2.7 +41819,0.43,Ideal,F,VVS2,61.9,56.0,1250.0,4.87,4.82,3.0 +43449,0.5,Ideal,E,SI1,62.2,57.0,1415.0,5.11,5.05,3.16 +5483,0.93,Good,D,SI2,64.5,58.0,3839.0,6.11,6.14,3.95 +41861,0.59,Very Good,J,VS2,60.8,56.6,1257.0,5.42,5.47,3.31 +9543,1.0,Premium,E,SI2,61.1,58.0,4620.0,6.44,6.48,3.95 +5397,0.3,Ideal,D,SI2,62.1,57.0,574.0,4.33,4.3,2.68 +53673,0.7,Ideal,H,VS1,61.9,56.0,2710.0,5.7,5.73,3.54 +6448,1.09,Premium,G,SI2,60.7,57.0,4047.0,6.72,6.62,4.06 +4648,0.9,Good,I,IF,63.7,64.0,3669.0,6.07,6.02,3.85 +37089,0.41,Ideal,E,SI1,62.5,57.0,969.0,4.79,4.74,2.98 +5680,0.91,Very Good,F,SI1,62.2,55.0,3885.0,6.18,6.23,3.86 +38786,0.31,Ideal,H,IF,62.1,54.0,1046.0,4.37,4.33,2.7 +23824,1.09,Ideal,F,IF,61.6,55.0,11888.0,6.59,6.65,4.08 +30476,0.31,Premium,I,VVS1,61.0,58.0,732.0,4.39,4.33,2.66 +51028,0.74,Premium,G,SI2,62.8,54.0,2328.0,5.76,5.73,3.61 +40077,0.3,Premium,F,VVS1,62.0,59.0,1114.0,4.28,4.24,2.64 +29596,0.35,Ideal,F,VS2,62.4,55.0,706.0,4.51,4.53,2.82 +41606,0.32,Very Good,J,VS2,60.0,61.0,393.0,4.45,4.49,2.68 +12995,1.02,Ideal,F,SI1,62.8,55.0,5398.0,6.43,6.4,4.03 +942,0.72,Ideal,E,SI1,62.7,55.0,2886.0,5.64,5.69,3.55 +38996,0.53,Ideal,H,SI2,61.6,56.0,1054.0,5.16,5.19,3.19 +31853,0.3,Ideal,F,VS2,61.6,57.0,776.0,4.33,4.3,2.66 +25486,2.16,Good,I,VS2,63.6,56.0,14266.0,8.18,8.12,5.18 +26129,1.54,Ideal,G,VVS2,62.0,54.0,15415.0,7.36,7.43,4.59 +16356,0.3,Premium,H,VS2,62.6,58.0,608.0,4.28,4.22,2.66 +49303,0.32,Ideal,I,VVS2,61.7,56.0,540.0,4.4,4.42,2.72 +17866,1.04,Ideal,E,SI1,61.8,56.0,7208.0,6.49,6.53,4.02 +43731,0.51,Very Good,G,VS2,62.9,58.0,1438.0,5.06,5.11,3.2 +31771,0.32,Premium,F,VS2,59.5,60.0,773.0,4.48,4.46,2.66 +45963,0.24,Ideal,E,VVS2,61.3,57.0,526.0,4.0,4.02,2.46 +7606,0.73,Ideal,D,VS1,61.9,55.0,4258.0,5.78,5.81,3.59 +23498,1.5,Good,G,VS2,58.8,64.0,11508.0,7.43,7.4,4.36 +29016,0.31,Ideal,G,VVS2,61.3,56.0,687.0,4.37,4.41,2.69 +1798,0.71,Very Good,E,VS2,59.9,59.0,3053.0,5.79,5.83,3.48 +51282,0.73,Very Good,F,SI1,63.5,56.0,2360.0,5.68,5.72,3.62 +43093,0.52,Very Good,E,SI1,58.4,58.0,1382.0,5.29,5.33,3.1 +49476,0.5,Very Good,D,VVS2,61.7,59.0,2115.0,5.02,5.09,3.12 +14853,1.07,Ideal,F,SI1,62.7,56.0,5982.0,6.47,6.53,4.08 +34100,0.36,Premium,D,VS2,61.0,58.0,852.0,4.59,4.62,2.81 +21804,1.33,Premium,G,VS1,62.7,58.0,9876.0,7.01,6.96,4.38 +17466,1.27,Premium,G,SI1,61.4,59.0,7005.0,6.94,6.98,4.27 +37976,0.4,Very Good,H,VS1,63.4,58.0,1007.0,4.74,4.66,2.98 +23600,1.4,Very Good,G,VVS2,63.4,59.0,11624.0,7.12,7.04,4.49 +1330,0.76,Ideal,F,VS2,62.6,56.0,2960.0,5.82,5.78,3.63 +37907,0.41,Ideal,E,VS1,61.4,55.0,1007.0,4.8,4.84,2.96 +21595,1.5,Premium,H,SI1,62.4,58.0,9697.0,7.33,7.28,4.56 +28887,0.3,Very Good,H,VVS1,63.0,54.0,684.0,4.27,4.3,2.7 +23551,1.51,Very Good,F,SI1,63.0,61.0,11560.0,7.27,7.3,4.59 +41908,0.4,Very Good,F,IF,62.9,55.0,1261.0,4.68,4.7,2.95 +22867,1.16,Ideal,D,VS2,61.8,55.0,10907.0,6.72,6.75,4.16 +10637,1.2,Ideal,J,SI1,61.6,57.0,4831.0,6.79,6.87,4.21 +7858,0.9,Premium,D,SI1,62.6,58.0,4304.0,6.15,6.11,3.84 +17007,1.43,Ideal,J,SI1,60.5,58.0,6789.0,7.25,7.34,4.41 +45403,0.51,Good,D,VS2,63.5,56.0,1668.0,5.07,5.1,3.23 +42760,0.56,Ideal,G,SI1,62.5,57.0,1345.0,5.26,5.23,3.28 +37916,0.41,Ideal,F,VS1,61.9,57.0,1007.0,4.73,4.77,2.94 +33010,0.41,Very Good,G,VS2,61.4,59.2,813.0,4.76,4.78,2.93 +10711,0.31,Premium,G,SI1,60.4,58.0,593.0,4.42,4.39,2.66 +50356,0.61,Ideal,F,VS1,61.9,57.0,2246.0,5.42,5.46,3.37 +48946,0.53,Ideal,F,VS1,61.7,55.0,2046.0,5.18,5.22,3.21 +43390,0.5,Ideal,E,SI1,62.3,56.0,1410.0,5.06,5.12,3.17 +2297,0.71,Premium,D,VS2,59.2,59.0,3161.0,5.86,5.8,3.45 +46516,0.66,Ideal,H,SI1,60.9,55.0,1780.0,5.63,5.7,3.45 +12620,1.0,Premium,F,SI1,58.6,58.0,5292.0,6.56,6.52,3.83 +16606,1.04,Ideal,G,VS1,61.1,56.0,6632.0,6.58,6.55,4.01 +12694,0.4,Ideal,J,VS2,62.6,57.0,599.0,4.68,4.71,2.94 +35758,0.33,Very Good,F,VVS1,61.1,58.0,912.0,4.42,4.46,2.71 +38491,0.42,Ideal,F,VS1,60.9,57.0,1031.0,4.84,4.88,2.96 +43900,0.38,Ideal,H,SI2,61.3,54.0,510.0,4.68,4.7,2.87 +44976,0.32,Ideal,I,VS1,60.9,57.0,523.0,4.43,4.47,2.71 +35118,0.3,Ideal,F,IF,62.2,53.0,886.0,4.34,4.38,2.71 +34314,0.43,Very Good,D,SI2,63.4,57.0,858.0,4.81,4.78,3.04 +40713,0.53,Premium,H,SI1,61.2,60.0,1159.0,5.22,5.1,3.16 +40737,0.34,Ideal,E,IF,62.0,56.0,1163.0,4.49,4.51,2.79 +46325,0.51,Ideal,G,VS1,61.8,60.0,1757.0,5.08,5.12,3.15 +43958,0.31,Good,F,SI1,63.1,55.0,516.0,4.28,4.34,2.72 +1389,0.24,Ideal,G,VVS1,62.1,56.0,559.0,3.97,4.0,2.47 +23902,1.75,Very Good,D,SI2,60.7,57.0,12012.0,7.78,7.83,4.74 +12480,1.25,Ideal,J,SI1,62.1,58.0,5252.0,6.86,6.89,4.27 +52407,0.71,Ideal,E,SI2,59.5,57.0,2511.0,5.87,5.82,3.48 +33113,0.31,Premium,D,VS2,62.5,52.0,816.0,4.4,4.37,2.74 +46399,0.51,Ideal,F,VS1,60.2,56.0,1765.0,5.22,5.24,3.15 +44987,0.31,Ideal,G,SI2,60.5,57.0,523.0,4.4,4.36,2.65 +38212,0.43,Premium,F,SI1,62.4,56.0,1016.0,4.84,4.81,3.01 +47158,0.55,Ideal,G,VS2,61.1,57.0,1833.0,5.29,5.31,3.24 +45383,0.5,Premium,F,VS1,59.9,61.0,1666.0,5.16,5.13,3.08 +5358,0.84,Very Good,D,SI1,62.9,58.0,3816.0,5.93,6.02,3.76 +9529,1.01,Very Good,H,SI1,60.2,60.0,4617.0,6.5,6.48,3.91 +11040,1.01,Premium,H,VS2,60.7,61.0,4921.0,6.47,6.39,3.9 +19467,1.77,Good,J,SI2,63.4,60.0,8109.0,7.61,7.65,4.84 +8971,0.9,Very Good,F,VS2,63.2,58.0,4504.0,6.11,6.16,3.88 +13844,1.06,Premium,E,SI1,58.5,60.0,5642.0,6.81,6.7,3.95 +29442,0.38,Very Good,E,SI1,62.8,58.0,701.0,4.6,4.63,2.9 +40932,0.3,Ideal,E,SI1,61.7,58.0,499.0,4.29,4.3,2.65 +11866,1.01,Very Good,F,SI1,63.2,56.0,5107.0,6.32,6.37,4.01 +44277,0.52,Ideal,E,VS2,61.5,56.0,1576.0,5.18,5.2,3.19 +37347,0.31,Ideal,D,VVS2,61.9,57.0,982.0,4.35,4.31,2.68 +49142,1.05,Good,E,I1,64.1,58.0,2066.0,6.46,6.32,4.09 +40933,0.3,Ideal,E,SI1,62.1,56.0,499.0,4.31,4.36,2.69 +39473,0.41,Very Good,E,VS1,62.8,58.0,1079.0,4.7,4.72,2.96 +1310,0.95,Good,I,SI2,63.8,57.0,2956.0,6.13,6.23,3.94 +50721,0.8,Very Good,H,SI2,62.7,57.0,2294.0,5.88,5.95,3.71 +23281,1.43,Ideal,G,VS1,59.9,57.0,11302.0,7.35,7.3,4.39 +51266,0.6,Ideal,F,VS2,61.5,56.0,2358.0,5.43,5.47,3.35 +6117,1.08,Good,J,VS2,64.3,58.0,3980.0,6.46,6.44,4.15 +24304,1.51,Very Good,G,VS2,58.7,63.0,12551.0,7.45,7.4,4.36 +5931,1.28,Premium,I,SI1,59.4,61.0,3942.0,7.11,7.04,4.2 +33015,0.4,Very Good,E,VS2,59.1,60.0,814.0,4.81,4.84,2.85 +32529,0.35,Premium,H,VVS1,61.2,60.0,798.0,4.51,4.54,2.77 +8376,0.31,Very Good,F,VS2,63.0,57.0,583.0,4.27,4.33,2.71 +35615,0.3,Ideal,I,VS1,61.6,56.0,473.0,4.31,4.36,2.67 +5419,1.05,Premium,H,SI2,63.0,57.0,3822.0,6.47,6.42,4.06 +34094,0.43,Ideal,I,SI1,60.9,57.0,852.0,4.88,4.9,2.98 +51585,0.52,Ideal,F,IF,61.7,56.0,2393.0,5.16,5.18,3.19 +51177,0.73,Premium,F,SI1,62.4,55.0,2346.0,5.78,5.71,3.59 +46978,0.23,Very Good,F,VVS2,61.2,58.0,530.0,3.96,3.98,2.43 +1309,0.74,Very Good,H,VS1,62.3,56.0,2956.0,5.75,5.78,3.59 +28461,0.32,Very Good,G,VVS2,61.3,57.0,672.0,4.39,4.43,2.7 +46398,0.54,Ideal,E,VS2,62.4,56.0,1765.0,5.23,5.19,3.25 +4147,1.07,Premium,G,SI2,62.2,58.0,3545.0,6.56,6.49,4.06 +9023,0.9,Very Good,G,VS1,61.3,61.0,4515.0,6.15,6.25,3.8 +4283,1.0,Premium,H,SI2,60.0,62.0,3584.0,6.53,6.51,3.91 +43683,0.5,Premium,F,VS2,62.7,59.0,1436.0,5.05,5.09,3.18 +13700,1.2,Good,I,VS1,64.8,58.0,5600.0,6.6,6.65,4.29 +2501,0.71,Ideal,E,VS1,61.4,59.0,3198.0,5.71,5.75,3.52 +35154,0.4,Ideal,D,VS2,62.1,53.0,890.0,4.77,4.8,2.97 +23494,2.07,Ideal,J,VS2,62.2,56.0,11500.0,8.2,8.16,5.09 +4525,1.03,Ideal,H,SI2,60.8,56.0,3634.0,6.56,6.47,3.96 +43842,0.52,Ideal,F,VS2,61.6,56.0,1446.0,5.14,5.18,3.18 +32431,0.4,Ideal,H,VS1,61.2,55.0,792.0,4.75,4.79,2.92 +20717,0.31,Ideal,H,VVS2,62.4,56.0,625.0,4.34,4.38,2.72 +43365,0.52,Ideal,H,VS1,61.4,56.0,1408.0,5.2,5.23,3.2 +53601,0.91,Premium,I,SI1,58.4,55.0,2700.0,6.34,6.32,3.7 +22612,1.7,Premium,I,VS2,62.7,58.0,10662.0,7.57,7.52,4.73 +28793,0.37,Premium,D,SI1,62.7,58.0,681.0,4.55,4.58,2.86 +15626,1.01,Very Good,D,SI1,63.6,59.0,6270.0,6.33,6.37,4.04 +18841,1.51,Very Good,H,SI2,60.8,58.0,7723.0,7.4,7.51,4.53 +18764,1.0,Good,D,VS1,62.7,62.0,7672.0,6.21,6.23,3.9 +32130,0.41,Very Good,G,SI2,63.4,58.0,784.0,4.73,4.7,2.99 +10240,1.13,Premium,I,SI1,62.8,57.0,4746.0,6.68,6.64,4.18 +38652,0.42,Premium,D,SI1,59.8,59.0,1040.0,4.91,4.86,2.92 +2494,0.91,Ideal,F,SI2,61.7,55.0,3196.0,6.27,6.2,3.85 +53389,0.76,Very Good,H,SI1,61.6,58.0,2663.0,5.88,5.91,3.63 +39970,0.5,Very Good,F,SI1,63.1,61.0,1106.0,5.06,4.98,3.17 +2773,0.7,Ideal,G,VS2,61.5,57.0,3253.0,5.7,5.74,3.52 +11789,1.03,Premium,F,SI1,61.5,59.0,5087.0,6.49,6.42,3.97 +31882,0.3,Good,H,VVS2,63.7,55.0,776.0,4.27,4.24,2.71 +13226,1.01,Very Good,E,SI1,62.1,56.0,5461.0,6.43,6.48,4.01 +10206,0.9,Ideal,H,SI1,61.6,56.0,4740.0,6.17,6.23,3.82 +42633,0.58,Premium,H,SI1,58.4,59.0,1332.0,5.51,5.48,3.21 +16099,1.2,Premium,F,SI1,62.9,58.0,6435.0,6.76,6.69,4.23 +28086,0.3,Very Good,D,SI1,63.4,54.0,662.0,4.31,4.27,2.72 +3324,0.72,Very Good,E,VVS2,59.3,60.0,3374.0,5.87,5.83,3.47 +29562,0.41,Good,E,SI1,63.6,58.0,705.0,4.72,4.74,3.01 +26065,1.65,Ideal,G,VS1,62.3,55.0,15281.0,7.56,7.6,4.72 +30587,0.31,Premium,E,VS1,60.5,59.0,734.0,4.36,4.37,2.64 +48399,0.52,Ideal,H,IF,59.2,58.0,1967.0,5.23,5.31,3.12 +20979,1.23,Very Good,E,VS2,58.9,59.0,9193.0,6.98,7.05,4.13 +30797,0.36,Ideal,E,VS2,61.7,55.0,742.0,4.57,4.6,2.83 +8408,1.07,Ideal,G,SI2,62.0,57.0,4401.0,6.58,6.55,4.07 +45265,0.54,Ideal,F,VS2,62.3,56.0,1662.0,5.17,5.2,3.23 +52071,0.96,Premium,I,SI2,59.1,62.0,2454.0,6.48,6.38,3.79 +7278,1.0,Ideal,I,SI1,59.8,57.0,4200.0,6.5,6.44,3.87 +32019,0.32,Very Good,F,VVS2,62.3,57.0,778.0,4.38,4.41,2.73 +29594,0.32,Good,D,SI1,63.7,55.0,706.0,4.33,4.31,2.75 +27195,1.31,Premium,D,VVS1,62.8,55.0,17496.0,7.01,6.95,4.38 +22729,1.19,Ideal,F,VVS2,60.8,57.0,10748.0,6.85,6.83,4.16 +32641,0.31,Ideal,H,VVS2,62.2,55.0,802.0,4.36,4.35,2.71 +16326,1.27,Premium,I,VS1,62.2,59.0,6532.0,6.92,6.87,4.29 +20941,1.51,Very Good,F,SI1,62.0,57.0,9150.0,7.3,7.38,4.55 +39169,0.4,Ideal,J,IF,62.4,56.0,1063.0,4.74,4.71,2.95 +35868,0.46,Very Good,I,VS2,62.3,57.0,918.0,4.87,4.92,3.05 +10683,1.03,Good,H,SI1,63.3,57.0,4843.0,6.39,6.41,4.05 +7502,1.04,Premium,E,SI2,61.6,59.0,4240.0,6.57,6.55,4.04 +28058,0.38,Ideal,F,SI1,62.2,54.0,660.0,4.64,4.66,2.89 +4049,1.03,Ideal,I,SI2,59.8,56.0,3530.0,6.64,6.58,3.95 +48668,0.57,Premium,D,SI1,62.6,56.0,2001.0,5.4,5.34,3.36 +11561,1.09,Ideal,J,SI2,62.0,55.0,5034.0,6.58,6.64,4.1 +5950,0.76,Ideal,H,VS2,62.0,56.0,3948.0,5.86,5.88,3.64 +28215,0.38,Good,J,VVS2,63.4,56.0,666.0,4.56,4.62,2.91 +36087,0.32,Ideal,F,VVS1,61.8,55.0,926.0,4.36,4.41,2.71 +4970,1.13,Premium,I,SI2,62.1,60.0,3734.0,6.74,6.66,4.16 +53,0.32,Ideal,I,SI1,60.9,55.0,404.0,4.45,4.48,2.72 +18610,1.1,Ideal,F,VS2,61.4,56.0,7589.0,6.68,6.64,4.09 +8509,1.35,Fair,I,SI2,66.5,57.0,4423.0,6.79,6.74,4.5 +34712,0.37,Premium,I,VVS1,62.4,58.0,874.0,4.58,4.55,2.85 +12172,1.18,Ideal,J,VS1,61.4,56.0,5182.0,6.79,6.82,4.18 +10092,1.02,Very Good,D,SI2,62.7,59.0,4712.0,6.36,6.44,4.01 +53828,0.7,Premium,E,VS2,62.3,59.0,2737.0,5.7,5.64,3.53 +4840,0.9,Very Good,I,VS2,59.9,58.0,3709.0,6.17,6.22,3.71 +28713,0.23,Premium,E,VVS2,60.9,60.0,680.0,3.99,3.96,2.42 +8863,0.71,Premium,D,VVS1,59.7,59.0,4482.0,5.81,5.88,3.49 +52584,0.97,Fair,J,SI2,60.8,67.0,2538.0,6.41,6.32,3.87 +20147,1.0,Premium,F,VVS2,59.9,60.0,8602.0,6.5,6.46,3.88 +36071,0.4,Ideal,D,SI1,63.0,57.0,924.0,4.7,4.66,2.95 +24171,1.52,Premium,D,SI1,58.4,60.0,12342.0,7.57,7.52,4.41 +5385,0.34,Premium,F,SI2,60.0,62.0,574.0,4.55,4.51,2.72 +30826,0.33,Ideal,I,VVS2,62.4,57.0,743.0,4.44,4.41,2.76 +2221,0.9,Premium,I,VS1,60.7,58.0,3145.0,6.3,6.19,3.79 +18532,1.51,Premium,J,VS2,62.8,59.0,7553.0,7.28,7.2,4.55 +51613,0.73,Very Good,E,SI2,62.1,58.0,2395.0,5.75,5.81,3.59 +4328,1.01,Fair,F,SI2,66.7,64.0,3597.0,6.14,6.05,4.06 +4630,0.9,Good,I,VS1,63.5,61.0,3666.0,5.96,6.01,3.8 +10847,1.0,Ideal,H,SI1,61.9,57.0,4872.0,6.43,6.39,3.97 +31490,0.34,Ideal,G,VS2,61.7,56.0,765.0,4.53,4.48,2.78 +15656,1.04,Premium,F,VS2,59.6,62.0,6278.0,6.62,6.56,3.93 +36768,0.39,Premium,F,VS1,61.7,58.0,956.0,4.71,4.69,2.9 +29392,0.31,Very Good,E,SI1,63.2,59.0,698.0,4.33,4.28,2.72 +14275,1.29,Ideal,J,VS1,62.0,57.0,5779.0,6.98,6.92,4.31 +9592,1.0,Very Good,E,SI2,63.0,54.0,4630.0,6.33,6.37,4.0 +35031,0.4,Very Good,E,SI1,63.5,58.0,882.0,4.67,4.65,2.96 +43515,0.61,Good,D,SI2,59.8,62.0,1423.0,5.48,5.53,3.29 +47054,0.71,Very Good,J,VS2,62.8,61.0,1821.0,5.63,5.71,3.56 +4918,0.7,Very Good,G,IF,63.0,59.0,3725.0,5.58,5.62,3.53 +49396,0.75,Ideal,J,VS2,61.2,56.0,2104.0,5.86,5.9,3.6 +8982,1.04,Premium,F,SI2,62.6,58.0,4507.0,6.49,6.44,4.05 +9000,0.91,Good,E,SI1,63.5,57.0,4512.0,6.11,6.14,3.89 +1440,0.71,Ideal,G,VS2,59.5,57.0,2974.0,5.81,5.8,3.46 +27193,1.7,Premium,G,VS1,61.2,57.0,17492.0,7.73,7.64,4.7 +52589,0.73,Fair,D,SI1,64.5,56.0,2539.0,5.7,5.65,3.66 +31802,0.43,Very Good,J,VVS2,63.6,56.0,774.0,4.78,4.85,3.06 +6992,0.9,Very Good,H,VS2,62.7,59.0,4155.0,6.1,6.15,3.84 +1461,0.86,Premium,F,SI2,61.8,58.0,2980.0,6.12,6.15,3.79 +21176,1.13,Ideal,G,VVS2,62.3,57.0,9333.0,6.62,6.66,4.14 +16667,1.03,Ideal,F,VS2,60.7,56.0,6662.0,6.58,6.56,3.99 +21551,1.44,Premium,F,SI1,62.9,58.0,9653.0,7.2,7.14,4.51 +42314,0.41,Premium,F,VVS1,61.8,59.0,1295.0,4.74,4.77,2.94 +8675,1.02,Ideal,I,SI1,61.3,56.0,4455.0,6.52,6.47,3.98 +4868,1.0,Premium,G,SI2,61.4,61.0,3713.0,6.35,6.32,3.89 +20486,1.05,Ideal,D,VS1,60.5,57.0,8820.0,6.61,6.58,3.99 +16095,1.0,Very Good,G,VS1,59.1,61.0,6435.0,6.48,6.54,3.85 +409,0.34,Ideal,H,VS2,61.5,56.0,555.0,4.47,4.5,2.76 +47461,0.53,Ideal,D,VS2,61.4,56.0,1857.0,5.2,5.23,3.2 +23315,2.0,Premium,G,SI2,61.7,60.0,11355.0,7.95,7.9,4.89 +35791,0.4,Ideal,H,VVS1,62.1,57.0,913.0,4.68,4.72,2.92 +13392,0.38,Ideal,G,SI2,61.2,56.0,602.0,4.7,4.74,2.89 +12161,1.07,Premium,G,VS2,59.8,58.0,5177.0,6.67,6.63,3.98 +23222,1.7,Premium,F,SI2,60.5,59.0,11228.0,7.77,7.73,4.69 +38216,0.43,Premium,E,SI1,62.4,56.0,1016.0,4.83,4.79,3.0 +28352,0.31,Very Good,F,VS2,61.4,58.4,667.0,4.37,4.4,2.69 +46879,0.53,Ideal,E,VS2,62.4,56.0,1813.0,5.2,5.16,3.23 +17202,0.9,Very Good,D,VVS2,62.6,59.0,6872.0,6.11,6.15,3.84 +9040,0.31,Ideal,G,VS1,60.6,58.0,587.0,4.39,4.42,2.67 +32624,0.31,Good,I,VS1,63.9,55.0,457.0,4.28,4.3,2.74 +48859,0.7,Very Good,I,VS2,64.2,55.0,2034.0,5.57,5.61,3.59 +852,0.64,Premium,E,VVS2,62.1,58.0,2870.0,5.56,5.51,3.44 +22360,0.31,Ideal,H,VS2,62.6,57.0,628.0,4.38,4.34,2.73 +9205,1.05,Good,I,VS2,64.3,55.0,4550.0,6.46,6.42,4.14 +14442,1.37,Ideal,J,VS2,63.0,57.0,5831.0,7.11,7.05,4.46 +20284,1.52,Very Good,I,SI1,62.6,60.0,8703.0,7.3,7.33,4.58 +26803,1.8,Ideal,H,VS1,62.0,57.0,16683.0,7.84,7.78,4.84 +22520,1.26,Ideal,G,VVS2,60.7,56.0,10556.0,7.05,7.03,4.27 +35436,0.32,Ideal,E,VS2,62.0,55.0,900.0,4.41,4.39,2.73 +11974,1.3,Premium,J,SI2,61.1,61.0,5140.0,7.0,6.95,4.26 +17842,1.7,Ideal,H,I1,62.6,54.0,7197.0,7.63,7.58,4.77 +32106,0.36,Ideal,D,VS1,61.8,55.0,781.0,4.54,4.58,2.82 +24065,1.7,Ideal,I,VS1,60.1,57.0,12209.0,7.8,7.77,4.68 +18990,1.22,Premium,H,VS1,62.5,59.0,7816.0,6.85,6.79,4.26 +47312,0.23,Very Good,F,VVS2,61.5,58.0,530.0,3.9,3.94,2.41 +10787,0.71,Ideal,E,VVS1,61.0,57.0,4860.0,5.75,5.76,3.51 +49917,0.71,Very Good,G,SI1,62.9,56.0,2184.0,5.68,5.73,3.59 +42193,0.5,Premium,F,SI1,59.1,58.0,1286.0,5.23,5.19,3.08 +48459,0.51,Ideal,G,VVS2,62.7,55.0,1976.0,5.08,5.1,3.19 +53749,0.56,Very Good,E,IF,59.9,60.0,2724.0,5.31,5.38,3.2 +22075,1.71,Ideal,I,SI2,62.1,58.0,10096.0,7.64,7.56,4.72 +22162,1.27,Premium,G,VVS2,61.0,58.0,10203.0,6.96,7.01,4.26 +38862,0.4,Premium,F,VS1,60.5,60.0,1050.0,4.8,4.76,2.89 +4748,0.92,Premium,F,SI1,62.6,59.0,3684.0,6.23,6.19,3.89 +40415,0.55,Good,J,VS2,64.1,54.0,1134.0,5.21,5.18,3.33 +12217,1.02,Ideal,F,SI1,60.3,60.0,5195.0,6.55,6.51,3.94 +42498,0.54,Very Good,E,SI1,62.2,61.0,1320.0,5.24,5.15,3.23 +27621,2.32,Very Good,H,SI2,60.6,58.0,18508.0,8.56,8.6,5.2 +26827,2.14,Premium,H,SI2,62.0,60.0,16723.0,8.27,8.19,5.1 +2474,0.91,Good,H,VS2,63.8,59.0,3192.0,5.99,5.96,3.82 +22455,1.56,Ideal,I,VVS2,62.0,56.0,10481.0,7.39,7.42,4.6 +51938,0.55,Ideal,G,IF,60.0,57.0,2440.0,5.33,5.39,3.22 +28931,0.3,Premium,G,VVS2,61.9,59.0,684.0,4.25,4.28,2.64 +32051,0.34,Ideal,D,VS1,61.4,57.0,780.0,4.49,4.54,2.77 +10823,1.16,Very Good,I,VS2,62.6,59.0,4869.0,6.63,6.69,4.17 +36434,0.31,Ideal,D,VS2,61.8,57.0,942.0,4.38,4.36,2.7 +12992,1.02,Very Good,F,SI1,63.2,59.0,5398.0,6.38,6.35,4.02 +8117,0.93,Very Good,H,VS2,62.8,59.0,4351.0,6.13,6.16,3.86 +31498,0.34,Ideal,G,VS2,62.1,55.0,765.0,4.49,4.46,2.78 +33148,0.31,Ideal,G,VVS1,60.8,56.0,816.0,4.36,4.39,2.66 +18565,1.13,Ideal,H,VS1,61.6,55.0,7571.0,6.7,6.74,4.14 +13940,0.99,Very Good,D,SI1,62.6,57.0,5671.0,6.34,6.37,3.98 +42966,0.56,Ideal,F,SI1,61.5,55.0,1365.0,5.32,5.35,3.28 +1176,0.7,Ideal,E,SI1,60.1,57.0,2929.0,5.78,5.83,3.49 +51967,0.3,Ideal,H,VS1,62.4,55.0,545.0,4.32,4.34,2.7 +32020,0.31,Very Good,G,VVS1,58.8,59.0,778.0,4.44,4.47,2.62 +43865,0.5,Ideal,G,VS2,60.9,58.0,1449.0,5.1,5.12,3.11 +34264,0.31,Premium,J,SI1,61.9,59.0,465.0,4.32,4.28,2.66 +47804,0.66,Ideal,E,SI1,62.8,57.0,1901.0,5.58,5.53,3.49 +12977,1.06,Premium,D,SI2,62.5,56.0,5393.0,6.61,6.47,4.09 +48915,0.58,Good,E,VS1,61.5,61.9,2041.0,5.3,5.34,3.27 +36772,0.3,Premium,E,VVS1,61.3,59.0,956.0,4.33,4.28,2.64 +32462,0.36,Ideal,G,VVS2,61.7,54.0,794.0,4.59,4.62,2.84 +33808,0.32,Ideal,G,VVS1,62.4,55.0,842.0,4.37,4.38,2.73 +23314,2.0,Fair,G,SI2,65.1,57.0,11355.0,7.84,7.78,5.09 +14735,1.05,Ideal,I,VVS2,61.8,53.0,5932.0,6.56,6.57,4.06 +3201,0.7,Ideal,E,VS1,62.3,54.0,3345.0,5.67,5.71,3.54 +46666,0.97,Fair,F,I1,68.5,54.0,1787.0,6.26,6.05,4.22 +10810,1.0,Very Good,E,SI1,61.9,62.0,4864.0,6.34,6.4,3.94 +19487,1.01,Premium,G,IF,63.0,60.0,8120.0,6.35,6.31,3.99 +13103,1.02,Very Good,E,SI1,60.6,59.0,5424.0,6.47,6.49,3.93 +31720,0.35,Very Good,D,VS1,63.0,57.0,771.0,4.48,4.51,2.83 +44819,0.5,Very Good,E,VS2,62.9,59.0,1624.0,5.06,5.09,3.19 +9773,1.11,Ideal,H,SI2,61.3,55.0,4662.0,6.73,6.65,4.1 +16654,1.53,Fair,J,VS2,64.7,58.0,6659.0,7.24,7.22,4.68 +50919,0.7,Good,D,SI1,64.2,62.0,2318.0,5.52,5.48,3.53 +49728,0.5,Very Good,F,VVS2,62.8,55.0,2153.0,5.0,5.13,3.18 +24730,1.71,Good,H,VS2,63.7,58.0,13068.0,7.57,7.54,4.81 +19478,1.05,Premium,F,VS1,62.3,55.0,8114.0,6.57,6.49,4.07 +22911,1.51,Premium,G,SI1,62.7,58.0,10951.0,7.3,7.25,4.56 +35786,0.32,Ideal,D,VS2,61.9,55.0,912.0,4.43,4.45,2.75 +6849,1.0,Good,H,SI2,62.7,58.0,4125.0,6.31,6.33,3.96 +53862,0.71,Premium,D,SI1,60.5,59.0,2743.0,5.81,5.79,3.51 +31282,0.28,Very Good,H,VVS2,62.4,54.0,450.0,4.2,4.23,2.63 +31689,0.33,Very Good,E,VVS1,63.2,53.0,770.0,4.42,4.47,2.81 +36512,0.35,Ideal,F,VVS1,61.5,55.0,945.0,4.51,4.56,2.79 +10041,0.34,Good,F,SI2,63.9,56.0,417.0,4.4,4.43,2.82 +37526,0.43,Ideal,H,VVS1,61.7,56.0,987.0,4.86,4.9,3.01 +21015,1.6,Premium,E,SI1,61.2,58.0,9229.0,7.59,7.5,4.62 +35371,0.41,Very Good,G,VS1,62.7,57.0,899.0,4.74,4.77,2.98 +22796,1.71,Ideal,J,VS1,61.6,57.0,10821.0,7.67,7.62,4.71 +4138,0.86,Ideal,I,VVS2,61.4,58.0,3544.0,6.07,6.1,3.74 +20942,1.53,Premium,J,VVS1,61.6,58.0,9155.0,7.37,7.4,4.55 +13847,1.01,Premium,D,SI1,61.5,61.0,5644.0,6.47,6.37,3.95 +21977,1.5,Very Good,E,SI1,60.5,63.0,10046.0,7.42,7.35,4.48 +7136,1.04,Very Good,I,SI1,62.5,62.0,4175.0,6.39,6.45,4.01 +41119,0.41,Ideal,F,VVS1,61.3,54.0,1196.0,4.79,4.84,2.95 +39220,0.45,Good,F,VS2,56.8,62.0,1066.0,5.1,5.14,2.91 +25645,1.51,Ideal,G,VS1,61.1,57.0,14542.0,7.38,7.41,4.52 +51103,1.03,Premium,H,I1,62.9,59.0,2336.0,6.41,6.3,4.0 +17400,0.32,Ideal,G,SI1,61.6,57.0,612.0,4.42,4.38,2.71 +50740,0.53,Very Good,E,VVS2,60.7,59.0,2297.0,5.19,5.28,3.18 +47314,0.23,Very Good,E,VVS2,59.4,59.0,530.0,4.03,4.08,2.41 +5722,0.25,Very Good,E,VVS2,61.9,59.0,575.0,3.99,4.02,2.48 +52369,0.73,Premium,F,SI1,61.9,60.0,2504.0,5.78,5.81,3.59 +25708,0.35,Ideal,D,SI1,60.7,57.0,644.0,4.53,4.57,2.76 +23792,2.08,Premium,H,SI2,60.0,60.0,11851.0,8.31,8.28,4.98 +41470,0.41,Ideal,D,VS1,61.8,57.0,1230.0,4.8,4.75,2.95 +51932,0.78,Good,H,VS2,63.7,60.0,2440.0,5.77,5.73,3.66 +45738,0.73,Premium,H,SI2,61.2,59.0,1699.0,5.83,5.77,3.55 +36052,0.31,Ideal,E,VVS1,61.0,57.0,924.0,4.33,4.36,2.65 +24726,2.14,Ideal,E,SI2,62.7,55.0,13065.0,8.26,8.21,5.16 +11859,1.05,Ideal,D,SI1,60.0,55.0,5104.0,6.66,6.61,3.98 +52976,0.24,Good,F,VVS1,58.3,57.0,552.0,4.1,4.14,2.4 +21788,1.1,Ideal,G,VVS2,61.0,56.0,9856.0,6.69,6.73,4.09 +12804,1.01,Very Good,E,SI1,62.3,56.0,5339.0,6.36,6.42,3.98 +44936,0.56,Ideal,G,SI1,61.5,56.0,1633.0,5.31,5.32,3.27 +29573,0.41,Good,F,SI1,63.5,56.0,705.0,4.7,4.75,3.0 +10262,1.01,Good,E,SI2,63.7,58.0,4751.0,6.36,6.32,4.04 +14438,1.0,Good,F,VS1,64.8,59.0,5829.0,6.17,6.23,4.02 +22331,1.7,Premium,F,SI2,61.8,60.0,10377.0,7.64,7.56,4.7 +18003,1.06,Premium,D,VS2,59.6,60.0,7280.0,6.71,6.68,3.99 +45271,0.54,Very Good,D,SI1,62.0,55.0,1662.0,5.21,5.24,3.24 +41588,0.3,Ideal,H,SI1,61.9,54.0,389.0,4.33,4.36,2.69 +33904,0.3,Premium,E,VS2,62.5,58.0,844.0,4.31,4.26,2.68 +48519,0.58,Ideal,E,VS2,61.9,56.0,1984.0,5.38,5.35,3.32 +45569,0.52,Premium,E,VS2,60.7,58.0,1689.0,5.17,5.21,3.15 +37389,0.4,Premium,G,VVS2,61.7,59.0,982.0,4.73,4.76,2.93 +47123,0.52,Very Good,D,VS2,63.5,57.0,1828.0,5.13,5.08,3.24 +41977,0.55,Good,H,SI1,63.6,55.0,1263.0,5.23,5.18,3.31 +46212,0.51,Very Good,F,VS1,62.5,54.0,1751.0,5.13,5.15,3.21 +22131,1.54,Premium,I,VS1,61.6,58.0,10164.0,7.39,7.42,4.56 +10525,1.01,Premium,G,SI1,60.0,58.0,4805.0,6.55,6.51,3.92 +14707,0.3,Very Good,G,VS1,62.9,60.0,605.0,4.18,4.22,2.64 +35953,0.3,Ideal,F,SI1,61.9,57.0,475.0,4.31,4.35,2.68 +1373,0.85,Very Good,E,SI2,63.1,58.0,2966.0,6.02,6.0,3.79 +14499,1.23,Very Good,I,SI1,63.1,56.0,5855.0,6.91,6.79,4.32 +2481,0.7,Good,D,VS1,60.4,63.0,3193.0,5.68,5.74,3.45 +24218,2.01,Premium,J,SI2,62.8,58.0,12407.0,8.09,8.0,5.05 +26843,2.04,Premium,I,VS2,61.0,61.0,16768.0,8.14,8.08,4.95 +6446,1.01,Good,G,SI2,59.2,65.0,4047.0,6.35,6.41,3.78 +29866,0.3,Premium,D,VS2,61.0,58.0,710.0,4.32,4.34,2.64 +47071,0.52,Ideal,D,VS2,61.5,56.0,1822.0,5.15,5.19,3.18 +30154,0.32,Very Good,E,SI1,63.3,56.0,720.0,4.35,4.34,2.75 +51002,0.73,Very Good,F,SI1,59.3,61.0,2326.0,5.82,5.85,3.46 +30696,0.4,Ideal,E,SI1,62.7,57.0,737.0,4.69,4.72,2.95 +48537,0.46,Ideal,G,IF,61.1,56.0,1987.0,5.0,5.02,3.06 +25251,2.21,Premium,H,SI2,59.0,59.0,13872.0,8.51,8.46,5.01 +32614,0.3,Good,G,VS2,63.5,58.0,456.0,4.24,4.29,2.71 +12270,1.0,Good,H,VS2,56.9,63.0,5208.0,6.6,6.57,3.75 +7872,0.9,Good,F,VS2,63.6,59.0,4309.0,6.06,6.11,3.87 +1858,0.71,Ideal,F,VS1,62.0,57.0,3066.0,5.7,5.75,3.55 +47193,0.5,Premium,F,SI1,62.4,57.0,1838.0,5.13,5.1,3.19 +2770,0.71,Ideal,D,SI1,62.0,55.0,3252.0,5.71,5.76,3.56 +49248,0.73,Good,H,SI2,60.9,65.0,2085.0,5.86,5.69,3.51 +32024,0.31,Ideal,H,VVS2,61.3,56.0,778.0,4.37,4.4,2.69 +15248,1.04,Premium,G,VS2,62.2,58.0,6122.0,6.49,6.4,4.01 +49114,0.6,Good,E,VS1,58.1,63.0,2065.0,5.53,5.63,3.24 +24282,2.05,Very Good,G,SI1,63.4,58.0,12515.0,8.03,7.96,5.07 +12468,1.02,Premium,G,VS2,61.5,59.0,5250.0,6.4,6.45,3.95 +7562,0.93,Premium,E,SI2,60.5,57.0,4250.0,6.37,6.32,3.84 +28840,0.41,Ideal,D,SI2,62.3,57.0,683.0,4.75,4.78,2.97 +32085,0.33,Ideal,D,VS2,60.9,55.0,781.0,4.47,4.5,2.73 +20333,1.5,Good,H,VS1,64.3,57.0,8736.0,7.12,7.0,4.54 +32874,0.37,Ideal,G,VS1,61.0,55.0,810.0,4.66,4.68,2.85 +8228,1.0,Premium,I,VS2,61.6,59.0,4372.0,6.39,6.47,3.96 +46970,0.32,Ideal,I,VS1,61.4,55.3,529.0,4.39,4.42,2.7 +48455,0.55,Very Good,F,VS1,61.2,56.4,1975.0,5.28,5.33,3.25 +21504,1.2,Ideal,F,VS1,60.7,57.0,9596.0,6.89,6.85,4.17 +1444,0.8,Ideal,F,SI1,62.8,54.0,2975.0,5.9,5.97,3.74 +22439,1.53,Very Good,H,SI1,61.1,57.0,10468.0,7.44,7.45,4.55 +4252,0.71,Premium,F,IF,61.1,58.0,3578.0,5.8,5.72,3.52 +10415,0.9,Very Good,G,VS1,62.7,56.0,4780.0,6.1,6.14,3.84 +13793,1.01,Very Good,D,SI1,63.3,57.0,5622.0,6.33,6.37,4.02 +52319,0.33,Premium,F,SI1,60.9,59.0,550.0,4.42,4.45,2.7 +18478,1.05,Ideal,G,VS1,61.1,56.0,7523.0,6.54,6.59,4.01 +26582,2.09,Good,I,SI1,57.9,63.0,16294.0,8.37,8.46,4.87 +7339,0.91,Very Good,E,SI1,61.9,61.0,4211.0,6.1,6.12,3.78 +8419,1.21,Very Good,I,SI1,63.3,60.0,4404.0,6.76,6.69,4.26 +5847,1.0,Good,I,SI1,62.9,64.0,3920.0,6.27,6.23,3.93 +43166,0.42,Ideal,D,VVS2,62.1,55.0,1389.0,4.81,4.78,2.98 +41841,0.51,Ideal,G,SI1,61.5,55.5,1254.0,5.13,5.19,3.17 +40484,0.64,Good,J,SI2,64.7,54.0,1141.0,5.39,5.43,3.5 +46240,0.53,Premium,F,VS2,60.6,55.0,1753.0,5.26,5.23,3.18 +28177,0.3,Very Good,D,VS1,58.0,62.0,666.0,4.44,4.45,2.58 +20521,1.25,Very Good,E,VS2,61.6,57.0,8851.0,6.9,6.94,4.26 +35089,0.3,Ideal,F,IF,62.4,56.0,886.0,4.26,4.3,2.67 +32521,0.35,Premium,H,VVS1,59.9,59.0,798.0,4.57,4.61,2.75 +50996,0.31,Very Good,G,VS2,60.7,61.0,544.0,4.33,4.37,2.64 +21470,1.51,Ideal,H,SI1,62.4,57.0,9569.0,7.3,7.34,4.57 +30033,0.39,Good,H,VS2,63.1,58.0,718.0,4.63,4.66,2.93 +40062,0.53,Premium,H,SI2,62.5,60.0,1113.0,5.18,5.16,3.23 +12385,0.4,Ideal,J,VS2,62.3,55.0,598.0,4.72,4.75,2.95 +44095,0.52,Very Good,D,VS2,60.9,58.0,1555.0,5.22,5.16,3.16 +53743,0.74,Ideal,G,VS2,62.9,54.0,2723.0,5.81,5.78,3.64 +20212,1.5,Premium,H,SI2,62.3,60.0,8645.0,7.3,7.22,4.52 +36117,0.46,Very Good,D,SI1,62.2,58.0,927.0,4.92,4.98,3.08 +37160,0.32,Premium,D,VS2,60.3,60.0,972.0,4.44,4.42,2.67 +36107,0.42,Very Good,F,SI1,63.3,56.0,926.0,4.79,4.75,3.02 +36235,0.3,Ideal,D,VVS1,61.8,55.0,933.0,4.33,4.35,2.68 +8977,1.01,Ideal,E,SI2,61.5,55.0,4504.0,6.45,6.49,3.98 +12484,1.06,Ideal,D,SI2,62.3,55.0,5253.0,6.54,6.5,4.06 +8138,1.01,Very Good,F,SI2,63.4,56.0,4355.0,6.4,6.34,4.04 +52750,0.6,Premium,F,VVS2,61.1,58.0,2560.0,5.41,5.45,3.32 +2096,0.9,Very Good,G,SI2,60.1,60.0,3114.0,6.22,6.32,3.77 +2027,0.9,Ideal,J,VS2,59.8,56.0,3105.0,6.27,6.24,3.74 +46950,0.62,Very Good,G,VS2,63.2,55.0,1815.0,5.42,5.4,3.42 +891,0.7,Premium,G,VVS2,61.8,58.0,2874.0,5.67,5.63,3.49 +13789,1.0,Very Good,D,SI1,59.2,62.0,5621.0,6.49,6.54,3.86 +51864,0.74,Very Good,H,SI1,62.4,58.0,2426.0,5.71,5.76,3.58 +22763,1.51,Ideal,E,SI2,61.9,56.0,10781.0,7.36,7.31,4.54 +28108,0.36,Ideal,D,SI1,61.6,56.0,663.0,4.54,4.58,2.81 +42825,0.55,Premium,F,SI1,62.9,58.0,1354.0,5.26,5.23,3.3 +32729,0.31,Premium,F,VS2,62.0,60.0,802.0,4.34,4.3,2.68 +43045,0.51,Ideal,H,VS2,61.6,55.0,1375.0,5.16,5.19,3.19 +26822,1.51,Very Good,F,VVS2,61.4,58.0,16716.0,7.31,7.34,4.5 +9133,1.08,Ideal,H,SI2,60.4,57.0,4536.0,6.68,6.63,4.02 +15323,1.01,Very Good,G,VS1,62.8,58.0,6152.0,6.34,6.37,3.99 +42775,0.5,Good,E,VS2,63.3,64.0,1348.0,4.98,5.0,3.16 +48674,0.74,Very Good,J,VS2,60.8,58.0,2003.0,5.79,5.85,3.54 +5114,0.72,Ideal,F,VS1,60.5,56.0,3759.0,5.82,5.85,3.53 +17115,1.01,Ideal,G,VS2,60.6,57.0,6826.0,6.47,6.53,3.94 +25287,1.82,Premium,I,VS1,61.4,60.0,13939.0,7.83,7.8,4.8 +48122,0.56,Good,E,VS1,61.7,65.0,1938.0,5.21,5.23,3.22 +15468,1.21,Very Good,H,SI1,62.2,56.0,6194.0,6.75,6.79,4.21 +25053,1.58,Ideal,E,SI1,61.0,57.0,13557.0,7.55,7.5,4.59 +13559,1.2,Premium,D,SI2,62.6,57.0,5551.0,6.84,6.74,4.25 +48532,0.73,Very Good,G,SI2,62.6,56.0,1986.0,5.77,5.79,3.62 +41136,0.5,Very Good,G,SI1,60.0,63.0,1197.0,5.06,5.1,3.05 +14263,1.04,Premium,H,VS2,60.4,59.0,5777.0,6.66,6.51,3.98 +12856,1.11,Ideal,E,SI2,61.2,55.0,5358.0,6.72,6.68,4.1 +12194,1.01,Ideal,H,SI1,62.1,59.0,5189.0,6.38,6.43,3.98 +46682,0.7,Ideal,J,VVS2,62.7,56.0,1790.0,5.67,5.71,3.57 +9654,0.91,Ideal,F,SI2,61.7,56.0,4642.0,6.21,6.24,3.84 +38725,0.41,Ideal,H,VVS1,61.4,56.0,1043.0,4.77,4.8,2.94 +50081,0.51,Premium,D,VS1,60.0,58.0,2203.0,5.19,5.14,3.1 +41091,0.41,Ideal,F,VVS2,62.3,56.0,1192.0,4.77,4.73,2.96 +53490,0.7,Very Good,H,VVS1,63.5,58.0,2682.0,5.63,5.59,3.56 +13703,1.04,Good,G,VS2,61.4,65.0,5601.0,6.53,6.47,3.99 +32768,0.34,Premium,D,SI1,59.6,61.0,803.0,4.53,4.5,2.69 +9666,1.06,Ideal,J,VS2,62.4,54.0,4643.0,6.51,6.57,4.08 +22622,1.02,Very Good,E,VVS1,62.2,57.0,10672.0,6.4,6.59,4.04 +7438,0.93,Ideal,E,SI1,62.8,56.0,4229.0,6.24,6.19,3.9 +14684,1.29,Premium,H,SI2,60.1,58.0,5924.0,7.02,6.95,4.2 +9746,1.09,Premium,I,VS2,61.3,58.0,4659.0,6.63,6.58,4.05 +2254,0.75,Ideal,E,VS2,61.7,56.0,3150.0,5.86,5.84,3.61 +333,0.73,Ideal,E,SI1,60.6,54.0,2803.0,5.84,5.89,3.55 +34636,0.31,Ideal,E,VS2,61.9,55.0,872.0,4.39,4.36,2.71 +36299,0.34,Premium,E,SI2,61.7,58.0,477.0,4.5,4.54,2.79 +44088,0.5,Ideal,E,VS2,62.1,55.0,1554.0,5.11,5.13,3.18 +23250,1.7,Premium,I,VS2,61.7,59.0,11257.0,7.63,7.68,4.72 +28872,0.32,Premium,F,SI1,62.7,57.0,684.0,4.4,4.37,2.75 +22410,1.34,Premium,F,VS2,61.1,58.0,10431.0,7.12,7.05,4.33 +17334,1.04,Ideal,G,VS2,60.5,57.0,6955.0,6.56,6.62,3.99 +8958,1.02,Ideal,G,SI2,62.4,54.0,4501.0,6.39,6.47,4.02 +12182,1.23,Premium,H,SI1,62.1,58.0,5183.0,6.85,6.78,4.23 +17121,1.02,Very Good,D,VS2,63.7,55.0,6830.0,6.42,6.45,4.1 +11478,1.13,Very Good,F,SI2,59.1,59.0,5014.0,6.81,6.87,4.04 +8620,1.0,Good,I,VVS1,56.5,62.0,4445.0,6.58,6.55,3.71 +24315,1.73,Very Good,I,VS1,62.2,59.0,12559.0,7.62,7.65,4.75 +18757,1.21,Ideal,G,VS2,62.0,56.0,7666.0,6.77,6.87,4.23 +41465,0.41,Ideal,G,VVS1,62.0,56.0,1230.0,4.8,4.78,2.97 +19445,1.34,Ideal,H,VS2,62.1,57.0,8094.0,7.0,7.05,4.36 +49544,0.7,Good,F,SI1,63.1,56.0,2127.0,5.63,5.66,3.56 +21417,1.62,Good,I,VS1,59.6,65.0,9526.0,7.69,7.59,4.55 +15835,1.01,Good,E,VS2,63.7,56.0,6335.0,6.29,6.27,4.0 +48571,0.46,Very Good,D,VVS1,61.6,59.0,1993.0,4.92,4.97,3.05 +42467,0.5,Premium,E,SI1,62.3,58.0,1316.0,5.09,5.15,3.19 +17523,1.24,Very Good,H,SI1,60.8,60.0,7050.0,6.9,6.94,4.21 +17829,1.31,Very Good,H,SI1,60.3,58.0,7189.0,7.02,7.1,4.26 +4208,1.04,Fair,G,SI2,66.1,60.0,3564.0,6.32,6.23,4.15 +23027,0.3,Very Good,H,VVS1,61.0,55.0,631.0,4.35,4.39,2.66 +40757,0.4,Ideal,F,VVS2,62.4,57.0,1163.0,4.73,4.69,2.94 +25150,1.5,Good,G,VS1,63.8,58.0,13720.0,7.21,7.12,4.57 +43168,0.42,Ideal,D,VVS2,62.6,56.0,1389.0,4.79,4.77,2.99 +8048,0.25,Ideal,G,VVS1,62.6,56.0,582.0,4.01,4.05,2.52 +20039,0.3,Good,H,SI1,63.4,58.0,421.0,4.21,4.24,2.68 +12802,0.7,Ideal,E,VVS1,61.8,55.0,5338.0,5.69,5.73,3.53 +2633,0.7,Premium,D,VS1,61.6,60.0,3229.0,5.63,5.6,3.46 +41461,0.41,Premium,G,VVS1,60.0,59.0,1230.0,4.84,4.83,2.9 +52092,0.71,Very Good,D,SI2,63.3,55.0,2458.0,5.72,5.65,3.6 +42922,0.53,Fair,E,SI1,64.5,53.0,1363.0,5.16,5.15,3.33 +15307,1.24,Premium,G,SI1,58.9,58.0,6145.0,7.08,6.98,4.14 +9476,1.03,Premium,H,SI1,60.0,60.0,4603.0,6.41,6.4,4.02 +46316,0.3,Very Good,H,VS1,60.4,61.0,526.0,4.3,4.34,2.61 +34487,0.43,Premium,G,VS2,61.1,59.0,867.0,4.83,4.86,2.96 +236,0.7,Very Good,H,VVS1,60.5,60.0,2788.0,5.74,5.77,3.48 +8013,1.03,Fair,I,VS1,57.6,58.0,4328.0,6.67,6.58,3.81 +7074,0.33,Very Good,G,VS2,61.1,59.0,579.0,4.43,4.47,2.72 +12888,1.05,Premium,H,VS2,62.7,59.0,5370.0,6.43,6.49,4.05 +41230,0.4,Very Good,E,IF,62.9,58.0,1207.0,4.68,4.77,2.97 +3618,0.77,Premium,D,VS2,61.3,60.0,3428.0,5.92,5.89,3.62 +46491,0.51,Very Good,E,VS1,61.6,59.0,1778.0,5.1,5.12,3.15 +27825,0.34,Premium,D,SI2,60.6,60.0,650.0,4.53,4.48,2.73 +1228,0.75,Fair,E,VS2,56.0,67.0,2940.0,6.18,6.08,3.43 +28090,0.4,Good,E,SI1,64.2,57.0,662.0,4.66,4.68,3.0 +24676,1.23,Ideal,E,VVS2,59.9,57.0,13034.0,6.95,7.03,4.19 +27124,2.16,Premium,I,SI1,62.9,55.0,17313.0,8.28,8.2,5.18 +34741,0.32,Ideal,F,VS1,61.9,55.0,876.0,4.41,4.4,2.73 +10116,1.02,Premium,G,SI1,63.0,55.0,4718.0,6.45,6.4,4.05 +2145,0.52,Ideal,E,VVS1,61.8,55.0,3125.0,5.2,5.19,3.21 +10600,1.29,Fair,F,SI2,64.4,57.0,4824.0,6.85,6.79,4.39 +32185,0.42,Very Good,F,SI1,62.3,56.0,788.0,4.78,4.81,2.99 +42958,0.3,Premium,J,VS1,62.4,58.0,506.0,4.3,4.26,2.67 +51684,1.0,Fair,G,I1,64.9,56.0,2398.0,6.2,6.14,4.01 +42669,0.44,Ideal,E,VVS2,61.8,56.0,1334.0,4.93,4.88,3.03 +29653,0.35,Ideal,F,VS2,61.4,56.0,706.0,4.53,4.56,2.79 +24663,2.15,Ideal,I,SI1,60.9,56.0,13006.0,8.38,8.33,5.09 +26264,2.01,Ideal,I,VS2,66.7,56.0,15729.0,7.75,7.65,5.14 +47899,0.54,Ideal,G,VVS2,61.2,56.0,1914.0,5.25,5.28,3.22 +37737,0.37,Ideal,D,VVS2,61.6,54.0,997.0,4.61,4.64,2.85 +18922,1.01,Good,E,VVS2,64.3,58.0,7769.0,6.34,6.28,4.06 +28243,0.33,Premium,G,VS1,61.8,59.0,666.0,4.39,4.45,2.73 +44386,0.41,Ideal,D,VVS1,62.3,55.0,1582.0,4.78,4.75,2.97 +11041,0.33,Premium,E,SI2,59.7,58.0,594.0,4.53,4.48,2.69 +5987,0.8,Ideal,F,VS1,61.6,54.0,3953.0,5.95,5.99,3.68 +7386,0.33,Very Good,G,VS2,62.1,56.0,579.0,4.41,4.44,2.75 +46821,0.5,Ideal,D,VS2,61.2,55.0,1808.0,5.12,5.07,3.12 +13735,0.27,Very Good,F,VVS1,61.8,55.0,604.0,4.13,4.16,2.56 +36711,0.41,Ideal,I,IF,61.1,57.0,953.0,4.78,4.81,2.93 +39213,0.4,Very Good,E,VVS2,62.8,58.0,1066.0,4.68,4.71,2.95 +4610,0.9,Very Good,E,SI2,62.4,57.0,3662.0,6.13,6.17,3.84 +9558,1.1,Ideal,H,SI2,62.6,56.0,4620.0,6.65,6.57,4.14 +28504,0.29,Ideal,G,IF,61.3,55.0,673.0,4.25,4.28,2.61 +36153,0.33,Ideal,E,VS2,62.4,55.0,928.0,4.42,4.4,2.75 +46745,0.72,Fair,I,SI1,64.8,54.0,1799.0,5.69,5.67,3.68 +19006,1.26,Ideal,F,SI1,61.4,56.0,7824.0,6.99,6.93,4.27 +7006,1.0,Premium,F,SI2,59.4,62.0,4155.0,6.4,6.37,3.79 +35291,0.36,Premium,G,SI2,62.4,58.0,473.0,4.56,4.58,2.85 +21115,1.5,Good,E,SI2,63.5,59.0,9281.0,7.25,7.28,4.61 +4119,0.9,Premium,I,VS2,62.4,58.0,3539.0,6.16,6.22,3.86 +45094,0.6,Premium,G,SI1,61.9,61.0,1646.0,5.38,5.34,3.32 +31562,0.38,Very Good,G,VS2,59.2,60.0,766.0,4.7,4.73,2.79 +2955,0.83,Very Good,E,SI1,63.8,54.0,3295.0,5.96,6.04,3.83 +44201,0.51,Very Good,D,SI1,62.8,56.0,1569.0,5.07,5.09,3.19 +49827,0.56,Ideal,G,VVS2,60.7,56.0,2167.0,5.33,5.32,3.23 +44952,0.5,Good,D,VS2,63.7,56.0,1635.0,5.05,5.09,3.23 +48504,0.57,Ideal,D,VS1,61.8,55.0,1982.0,5.31,5.37,3.3 +34496,0.32,Ideal,F,VVS1,61.7,55.0,867.0,4.42,4.46,2.74 +15114,1.01,Very Good,F,SI1,62.9,57.0,6075.0,6.35,6.4,4.01 +36329,0.32,Premium,G,VVS2,62.0,55.0,936.0,4.42,4.39,2.73 +32830,0.33,Ideal,G,VVS1,60.9,56.7,806.0,4.47,4.49,2.73 +48107,0.5,Premium,G,VVS2,60.9,61.0,1935.0,5.13,5.11,3.12 +7644,0.9,Good,F,VS2,65.0,58.0,4268.0,6.03,6.06,3.93 +21698,0.34,Premium,I,VVS1,62.6,58.0,626.0,4.45,4.47,2.79 +53778,0.62,Premium,E,VVS2,60.7,60.0,2727.0,5.51,5.43,3.32 +23257,1.51,Very Good,H,VS1,63.2,60.0,11263.0,7.23,7.17,4.55 +25745,1.51,Premium,G,VS1,62.2,58.0,14674.0,7.35,7.29,4.55 +42005,0.51,Very Good,E,SI2,58.3,63.0,1265.0,5.21,5.26,3.05 +19778,1.02,Ideal,D,VS1,62.6,57.0,8347.0,6.4,6.44,4.02 +23432,1.53,Premium,G,SI1,62.3,58.0,11421.0,7.35,7.3,4.56 +19958,1.21,Very Good,F,VS2,61.6,58.0,8505.0,6.79,6.88,4.21 +14550,0.93,Ideal,G,IF,62.2,58.0,5879.0,6.25,6.22,3.88 +31389,0.37,Ideal,D,VS2,62.3,55.0,763.0,4.59,4.62,2.87 +34926,0.24,Good,F,VS1,58.3,61.0,373.0,4.09,4.14,2.4 +12699,0.3,Fair,F,SI1,64.6,56.0,599.0,4.27,4.25,2.75 +16274,1.29,Ideal,I,VS2,62.7,57.0,6509.0,6.97,6.91,4.35 +41027,0.41,Ideal,E,VVS2,61.5,55.0,1187.0,4.79,4.83,2.96 +1213,0.73,Very Good,F,VS2,62.7,58.0,2939.0,5.73,5.75,3.6 +32562,0.31,Ideal,E,VS1,62.0,55.0,800.0,4.35,4.38,2.7 +42234,0.46,Ideal,D,VS2,61.8,56.0,1291.0,4.93,4.97,3.06 +4619,0.91,Very Good,I,VS2,61.0,57.0,3664.0,6.2,6.26,3.8 +45134,0.53,Very Good,E,VS2,62.8,57.0,1653.0,5.16,5.19,3.25 +45212,0.51,Premium,E,VS2,62.5,59.0,1656.0,5.06,5.11,3.18 +26169,2.14,Premium,I,SI1,59.5,59.0,15499.0,8.42,8.36,4.99 +25169,1.51,Ideal,G,VS2,60.9,57.0,13752.0,7.39,7.46,4.52 +28227,0.33,Ideal,H,VVS2,60.9,57.0,666.0,4.48,4.52,2.74 +24273,1.53,Premium,E,SI1,62.6,57.0,12499.0,7.41,7.25,4.59 +3413,0.38,Ideal,F,SI2,60.9,56.0,568.0,4.69,4.74,2.87 +50464,0.72,Premium,E,SI1,62.1,58.0,2265.0,5.69,5.72,3.54 +47530,0.58,Premium,F,VS2,62.4,55.0,1869.0,5.38,5.36,3.35 +1481,0.8,Ideal,I,VS1,61.9,54.1,2986.0,5.92,5.98,3.69 +42095,0.51,Ideal,I,VVS2,61.6,54.0,1274.0,5.15,5.18,3.18 +6234,1.1,Premium,H,SI2,62.8,55.0,4004.0,6.68,6.57,4.16 +31140,0.41,Very Good,E,SI1,62.9,57.0,755.0,4.73,4.78,2.99 +53069,0.55,Ideal,E,VVS1,62.9,57.0,2609.0,5.25,5.21,3.29 +39581,0.5,Ideal,J,VS1,62.5,57.0,1082.0,5.06,5.09,3.17 +13481,1.01,Ideal,E,SI1,60.8,56.0,5534.0,6.48,6.51,3.95 +38734,0.4,Ideal,G,VVS1,62.4,54.0,1043.0,4.73,4.76,2.96 +21386,0.42,Very Good,I,SI1,61.2,60.0,626.0,4.78,4.82,2.94 +28753,0.31,Very Good,E,VS2,62.6,56.0,680.0,4.3,4.33,2.7 +1702,0.72,Ideal,G,VS1,62.4,59.0,3035.0,5.71,5.74,3.57 +29055,0.42,Very Good,G,SI1,60.6,62.0,687.0,4.82,4.85,2.93 +41252,0.38,Very Good,I,SI2,62.7,58.0,500.0,4.57,4.61,2.88 +19358,0.27,Very Good,E,VVS2,63.0,56.0,622.0,4.12,4.14,2.6 +1007,0.79,Ideal,G,SI1,62.3,57.0,2898.0,5.9,5.85,3.66 +33451,0.32,Ideal,G,VS1,62.0,56.0,828.0,4.39,4.35,2.71 +33804,0.4,Premium,F,VS2,61.0,58.0,842.0,4.72,4.79,2.9 +15741,1.0,Very Good,G,VS2,60.8,55.0,6296.0,6.46,6.49,3.94 +4304,1.01,Very Good,J,SI2,61.9,59.0,3592.0,6.34,6.38,3.94 +4593,1.07,Very Good,G,SI2,63.5,59.0,3655.0,6.52,6.46,4.12 +16294,1.0,Very Good,E,VS2,62.6,60.0,6518.0,6.35,6.4,3.99 +15367,0.3,Very Good,G,VS1,62.0,60.0,605.0,4.23,4.28,2.64 +29567,0.41,Ideal,E,SI1,61.4,57.0,705.0,4.78,4.8,2.94 +53459,0.8,Ideal,I,SI1,62.6,56.1,2677.0,5.87,5.92,3.7 +6241,0.9,Premium,D,SI2,62.9,56.0,4007.0,6.19,6.09,3.86 +41676,0.33,Ideal,F,IF,61.3,55.0,1240.0,4.47,4.5,2.75 +24775,1.5,Ideal,G,VS2,60.7,54.0,13135.0,7.41,7.48,4.53 +47415,0.57,Ideal,E,VS2,61.7,56.0,1851.0,5.34,5.36,3.3 +43476,0.52,Good,F,VS1,61.0,61.0,1419.0,5.22,5.17,3.17 +22943,1.04,Premium,D,VVS2,61.1,60.0,10984.0,6.54,6.51,3.99 +30866,0.33,Premium,G,VS2,62.6,58.0,743.0,4.44,4.41,2.77 +50093,0.57,Ideal,G,VVS2,61.7,56.0,2206.0,5.33,5.3,3.28 +44678,0.71,Premium,J,SI2,60.7,59.0,1609.0,5.75,5.71,3.48 +23791,1.71,Very Good,I,VS2,62.8,59.0,11850.0,7.52,7.58,4.74 +16620,1.0,Very Good,G,VS1,62.4,57.0,6642.0,6.38,6.41,3.99 +16858,1.43,Fair,I,VS1,50.8,60.0,6727.0,7.73,7.25,3.93 +33261,0.42,Premium,D,VS2,61.3,58.0,825.0,4.8,4.83,2.95 +7699,1.01,Fair,F,SI1,65.9,58.0,4276.0,6.16,6.1,4.04 +14723,0.3,Premium,H,VVS2,62.0,58.0,605.0,4.3,4.35,2.68 +12267,1.5,Good,H,SI2,64.0,61.0,5208.0,7.18,7.14,4.58 +44769,0.41,Ideal,F,IF,61.1,58.0,1621.0,4.82,4.84,2.95 +972,0.75,Ideal,F,VS2,62.5,57.0,2893.0,5.78,5.83,3.63 +28279,0.31,Very Good,J,SI1,62.7,59.0,363.0,4.29,4.32,2.7 +40395,0.47,Very Good,G,SI1,62.8,56.0,1133.0,4.96,4.93,3.11 +16149,1.09,Ideal,H,VS2,62.9,58.0,6453.0,6.56,6.51,4.11 +2786,0.91,Ideal,J,VS2,62.1,56.0,3256.0,6.18,6.22,3.85 +48322,0.23,Ideal,G,VVS1,60.8,57.0,536.0,3.96,3.99,2.41 +46515,0.51,Ideal,H,VS1,61.2,55.0,1780.0,5.17,5.19,3.17 +23288,2.01,Premium,I,SI2,63.0,56.0,11312.0,8.05,7.96,5.05 +36115,0.42,Premium,E,SI1,61.5,58.0,926.0,4.84,4.78,2.96 +3420,0.36,Premium,H,VS2,60.9,59.0,568.0,4.58,4.62,2.8 +49616,0.9,Fair,H,SI2,64.4,59.0,2138.0,6.03,5.99,3.87 +41441,0.61,Ideal,G,SI2,59.5,57.0,1228.0,5.55,5.51,3.29 +51632,0.31,Good,E,SI1,63.4,55.0,544.0,4.31,4.33,2.74 +31652,0.35,Premium,F,VS1,60.7,58.0,767.0,4.54,4.58,2.77 +6839,0.91,Premium,D,SI2,62.2,59.0,4123.0,6.19,6.23,3.86 +22597,1.23,Ideal,G,VVS2,60.8,57.0,10646.0,6.89,6.92,4.2 +20728,0.31,Ideal,F,VS2,61.3,57.0,625.0,4.3,4.34,2.65 +21255,1.2,Ideal,G,VVS2,62.2,55.0,9407.0,6.77,6.81,4.23 +9977,1.02,Very Good,H,SI1,63.5,56.0,4703.0,6.36,6.43,4.06 +19569,1.21,Premium,F,VS1,61.6,58.0,8196.0,6.88,6.82,4.22 +39210,0.54,Ideal,H,SI1,62.0,54.0,1065.0,5.23,5.28,3.26 +4695,1.01,Premium,H,SI2,60.3,59.0,3676.0,6.51,6.45,3.91 +41118,0.4,Ideal,F,VVS2,61.6,56.0,1196.0,4.73,4.77,2.93 +8504,0.91,Very Good,F,VS1,63.1,59.0,4423.0,6.19,6.14,3.89 +42137,0.43,Ideal,G,IF,61.6,57.0,1280.0,4.81,4.84,2.97 +53913,0.61,Premium,F,VVS1,61.8,59.0,2753.0,5.48,5.4,3.36 +20881,1.02,Premium,F,VVS2,62.9,59.0,9103.0,6.42,6.37,4.02 +34101,0.43,Very Good,G,VS2,62.4,56.0,852.0,4.84,4.87,3.02 +38415,0.39,Premium,D,VS2,61.4,60.0,1024.0,4.72,4.7,2.89 +49386,0.62,Premium,E,VS2,60.0,59.0,2102.0,5.58,5.56,3.34 +4289,0.97,Premium,D,SI2,60.4,61.0,3585.0,6.4,6.37,3.86 +52415,0.7,Premium,G,VS1,61.4,59.0,2512.0,5.59,5.74,3.51 +3888,0.98,Premium,F,SI2,62.3,56.0,3485.0,6.44,6.35,3.98 +32621,0.3,Ideal,I,VS1,62.5,54.0,457.0,4.3,4.34,2.7 +28440,0.39,Very Good,F,SI1,61.3,62.0,670.0,4.68,4.71,2.88 +18444,1.5,Ideal,J,VS2,60.0,57.0,7503.0,7.45,7.36,4.44 +11339,1.01,Very Good,F,SI1,63.3,59.0,4989.0,6.42,6.38,4.05 +28459,0.32,Very Good,G,VVS2,62.6,54.0,672.0,4.37,4.39,2.74 +15451,1.54,Ideal,G,I1,61.6,55.0,6186.0,7.4,7.43,4.57 +19089,1.53,Very Good,H,SI1,63.1,56.0,7862.0,7.32,7.27,4.6 +40769,0.5,Ideal,J,VS2,62.0,56.0,1166.0,5.08,5.12,3.16 +18464,1.54,Premium,I,SI1,61.8,57.0,7512.0,7.43,7.37,4.57 +24653,1.7,Premium,H,VS2,61.9,60.0,12992.0,7.61,7.57,4.7 +20943,1.5,Premium,E,SI2,60.8,59.0,9157.0,7.34,7.36,4.47 +30065,0.3,Ideal,D,VS1,62.0,57.0,720.0,4.27,4.31,2.66 +22577,1.5,Very Good,E,SI1,58.6,62.0,10626.0,7.43,7.46,4.36 +39405,0.41,Premium,G,VVS2,61.6,58.0,1076.0,4.8,4.74,2.94 +10077,0.31,Very Good,F,VS1,61.8,58.0,592.0,4.29,4.35,2.67 +23037,0.33,Ideal,D,SI2,61.1,57.0,631.0,4.5,4.47,2.74 +24973,1.2,Ideal,E,VVS1,61.6,57.0,13474.0,6.78,6.83,4.19 +41694,0.63,Good,F,SI2,64.2,56.0,1240.0,5.4,5.34,3.45 +2645,0.81,Ideal,E,VS2,60.4,57.0,3231.0,6.02,6.06,3.65 +15712,0.24,Very Good,F,VVS1,62.5,55.0,608.0,3.98,4.02,2.49 +15698,0.35,Ideal,F,SI1,61.5,54.0,607.0,4.57,4.6,2.82 +8980,1.01,Good,E,SI2,58.5,61.0,4506.0,6.51,6.55,3.82 +36758,0.38,Ideal,D,VS1,61.0,57.0,955.0,4.66,4.69,2.85 +21484,1.35,Premium,G,VS2,61.1,58.0,9580.0,7.16,7.12,4.36 +19564,1.52,Very Good,F,SI2,62.3,59.0,8192.0,7.33,7.37,4.58 +3774,0.82,Very Good,G,VS1,63.3,56.0,3460.0,5.96,5.98,3.78 +6049,0.32,Ideal,I,VS2,62.2,57.0,576.0,4.42,4.39,2.74 +36333,0.32,Premium,G,VVS2,61.6,60.0,936.0,4.4,4.37,2.7 +32602,0.31,Premium,F,VS2,61.2,58.0,802.0,4.37,4.35,2.67 +381,0.7,Good,F,VS1,62.8,61.0,2810.0,5.57,5.61,3.51 +35976,0.42,Very Good,F,VS1,59.8,57.0,921.0,4.85,4.89,2.91 +45994,0.5,Ideal,E,VS1,62.2,57.0,1724.0,5.13,5.1,3.18 +16927,1.3,Very Good,H,SI1,62.3,58.0,6758.0,6.97,7.03,4.36 +13370,0.24,Very Good,E,VS1,59.8,58.0,419.0,4.02,4.11,2.43 +17017,1.52,Ideal,H,I1,61.6,56.0,6793.0,7.75,7.73,4.77 +33232,0.39,Premium,F,SI1,60.1,59.0,823.0,4.77,4.74,2.86 +36875,0.42,Very Good,E,VS2,61.9,59.0,958.0,4.75,4.81,2.96 +44403,0.66,Ideal,E,SI2,62.4,56.0,1584.0,5.61,5.55,3.48 +420,0.26,Ideal,E,VS1,61.5,57.0,556.0,4.09,4.12,2.52 +14043,0.26,Ideal,G,VVS1,62.4,56.0,605.0,4.11,4.14,2.57 +48734,0.52,Ideal,G,VVS2,62.3,55.0,2012.0,5.16,5.12,3.2 +11127,1.0,Ideal,F,SI1,60.0,57.0,4939.0,6.45,6.41,3.86 +977,0.82,Premium,G,SI1,59.9,59.0,2893.0,6.09,6.06,3.64 +46161,0.5,Ideal,E,VS2,61.6,55.0,1746.0,5.14,5.09,3.15 +35393,0.41,Ideal,H,VVS2,62.5,56.0,899.0,4.74,4.77,2.97 +38646,0.33,Ideal,F,VVS2,61.4,56.0,1040.0,4.49,4.44,2.74 +29816,0.3,Premium,D,SI1,62.7,60.0,709.0,4.26,4.23,2.66 +39925,0.42,Premium,E,VS1,59.5,59.0,1105.0,4.86,4.88,2.9 +26212,1.59,Premium,F,VS2,60.2,60.0,15602.0,7.62,7.59,4.58 +17184,1.21,Good,E,SI1,63.6,58.0,6861.0,6.65,6.77,4.27 +293,0.51,Ideal,D,VVS1,61.7,56.0,2797.0,5.12,5.16,3.17 +40804,0.41,Good,E,VVS1,60.4,61.0,1169.0,4.76,4.81,2.89 +43951,0.31,Premium,F,SI1,62.7,58.0,516.0,4.31,4.33,2.71 +28649,0.31,Very Good,E,SI2,60.8,61.0,435.0,4.39,4.43,2.68 +27568,2.01,Good,G,SI1,60.1,61.0,18374.0,8.04,8.12,4.86 +23374,0.33,Premium,D,SI2,62.1,58.0,631.0,4.43,4.4,2.74 +45712,0.56,Premium,G,VS2,60.9,58.0,1698.0,5.36,5.34,3.26 +51566,0.7,Very Good,I,VVS1,61.6,58.0,2390.0,5.69,5.71,3.51 +4781,0.97,Ideal,H,SI2,61.6,55.0,3694.0,6.37,6.32,3.91 +38493,0.42,Premium,F,VS1,61.2,58.0,1031.0,4.82,4.86,2.96 +6961,1.21,Fair,J,SI1,65.3,60.0,4147.0,6.6,6.51,4.28 +42848,0.41,Premium,F,VVS1,61.8,59.0,1356.0,4.77,4.74,2.94 +14528,1.01,Premium,G,VS2,60.2,59.0,5864.0,6.55,6.48,3.92 +42023,0.52,Very Good,F,SI1,63.7,58.0,1267.0,5.11,5.13,3.26 +35440,0.32,Ideal,E,VS2,62.2,56.0,900.0,4.41,4.37,2.73 +19738,1.21,Premium,G,VS1,59.5,58.0,8305.0,6.97,7.01,4.16 +42879,0.53,Very Good,F,SI1,61.6,57.0,1359.0,5.16,5.23,3.2 +28844,0.41,Very Good,H,SI1,62.9,55.0,683.0,4.75,4.82,3.01 +9310,1.01,Very Good,E,SI2,62.2,58.0,4575.0,6.36,6.43,3.98 +34593,0.34,Ideal,I,SI1,61.9,56.0,469.0,4.47,4.5,2.77 +30213,0.33,Ideal,E,VS2,62.1,56.0,723.0,4.43,4.46,2.76 +30107,0.32,Premium,G,VS2,61.0,59.0,720.0,4.46,4.42,2.71 +32224,0.31,Ideal,G,VVS1,60.2,58.0,789.0,4.37,4.4,2.64 +11268,1.02,Ideal,D,SI2,58.9,61.0,4971.0,6.56,6.62,3.88 +2249,1.03,Good,J,SI2,64.1,62.0,3149.0,6.37,6.33,4.07 +5502,0.74,Ideal,F,VS1,61.7,56.0,3845.0,5.79,5.87,3.6 +46385,0.57,Premium,E,VS2,62.0,58.0,1763.0,5.38,5.33,3.32 +41506,0.5,Fair,G,VS1,66.5,58.0,1234.0,4.99,4.9,3.29 +46985,0.59,Ideal,D,SI1,61.8,56.0,1816.0,5.37,5.4,3.33 +43735,0.51,Very Good,E,SI1,62.3,58.0,1438.0,5.05,5.12,3.17 +20669,1.14,Ideal,F,VS1,61.1,55.0,8953.0,6.74,6.78,4.13 +24381,0.32,Fair,F,SI1,64.4,54.0,638.0,4.36,4.33,2.8 +42865,0.52,Good,F,SI1,63.6,62.0,1357.0,5.07,4.96,3.2 +11670,0.76,Ideal,E,VVS1,62.2,55.0,5056.0,5.86,5.82,3.63 +50442,0.7,Very Good,E,SI2,62.6,55.0,2263.0,5.62,5.69,3.54 +41357,0.38,Ideal,F,IF,62.2,54.0,1218.0,4.65,4.68,2.9 +39184,0.35,Ideal,D,VS2,62.4,55.0,1063.0,4.52,4.48,2.81 +45076,0.52,Ideal,E,VS2,61.3,55.0,1644.0,5.19,5.22,3.19 +52902,0.72,Ideal,I,VS1,61.4,58.0,2586.0,5.73,5.76,3.53 +27020,1.5,Very Good,D,VS2,62.4,57.0,17153.0,7.2,7.25,4.51 +25832,1.66,Ideal,H,IF,61.5,57.0,14859.0,7.62,7.59,4.68 +28933,0.3,Premium,G,VVS2,61.0,60.0,684.0,4.3,4.32,2.63 +46119,0.52,Ideal,G,VS1,62.1,54.0,1743.0,5.17,5.14,3.2 +30671,0.4,Very Good,F,SI1,62.0,56.0,737.0,4.72,4.77,2.94 +35462,0.31,Ideal,F,IF,60.1,59.0,901.0,4.38,4.41,2.64 +32065,0.33,Premium,D,SI1,60.1,59.0,780.0,4.49,4.46,2.69 +15587,1.5,Premium,H,SI2,61.1,59.0,6250.0,7.41,7.35,4.51 +36845,0.37,Premium,F,VS2,59.8,59.0,957.0,4.66,4.63,2.78 +12617,1.12,Premium,H,SI1,61.9,59.0,5291.0,6.66,6.52,4.08 +3867,0.9,Premium,I,VS2,61.6,58.0,3478.0,6.15,6.09,3.77 +10735,0.33,Ideal,I,VS2,61.5,57.0,594.0,4.49,4.42,2.74 +20488,1.5,Premium,I,VS2,62.9,58.0,8820.0,7.17,7.08,4.48 +9664,0.9,Very Good,E,VS2,63.0,57.0,4643.0,6.07,6.15,3.85 +49753,0.56,Ideal,H,IF,61.3,55.0,2157.0,5.31,5.33,3.26 +39121,0.41,Premium,G,VS2,61.0,56.0,1061.0,4.83,4.81,2.94 +38400,0.35,Premium,H,VVS1,59.9,59.0,1024.0,4.61,4.57,2.75 +32915,0.42,Very Good,D,SI1,62.8,58.0,810.0,4.76,4.79,3.0 +27322,2.01,Ideal,E,SI2,62.2,57.0,17849.0,8.09,8.04,5.02 +53318,0.71,Ideal,E,SI1,62.9,57.0,2651.0,5.67,5.72,3.58 +16214,1.01,Very Good,E,VS2,63.1,56.0,6480.0,6.34,6.4,4.02 +20402,1.31,Premium,E,SI1,62.4,58.0,8767.0,7.03,6.95,4.36 +27079,1.71,Ideal,G,VS1,61.4,57.0,17204.0,7.72,7.65,4.72 +43763,0.53,Ideal,G,SI1,61.0,55.0,1439.0,5.23,5.26,3.2 +9851,0.9,Premium,E,SI1,62.8,58.0,4677.0,6.13,6.09,3.84 +42485,0.53,Premium,D,SI2,59.3,61.0,1318.0,5.29,5.26,3.13 +4023,0.72,Ideal,D,VS1,61.6,56.0,3522.0,5.73,5.8,3.55 +36176,0.51,Very Good,J,SI1,62.6,59.0,930.0,5.06,5.1,3.18 +14843,1.24,Ideal,I,SI1,62.4,57.0,5976.0,6.89,6.87,4.29 +5463,1.0,Fair,G,SI1,68.9,56.0,3833.0,6.16,6.11,4.23 +15321,1.23,Premium,H,VS2,58.5,62.0,6150.0,7.0,6.98,4.09 +3366,0.25,Very Good,G,VS2,61.9,57.0,407.0,4.05,4.08,2.51 +8693,1.02,Premium,F,SI2,62.5,60.0,4459.0,6.36,6.43,4.0 +16677,1.01,Very Good,E,VS2,62.9,58.0,6666.0,6.36,6.39,4.01 +1062,0.31,Premium,H,SI1,58.7,60.0,558.0,4.47,4.43,2.61 +38009,0.42,Premium,H,SI1,60.5,58.0,1008.0,4.85,4.83,2.93 +51336,0.71,Premium,I,VS2,62.9,60.0,2362.0,5.66,5.62,3.55 +778,0.75,Fair,F,VS1,55.8,70.0,2859.0,6.09,5.98,3.37 +51841,0.71,Very Good,H,VS1,62.6,58.0,2423.0,5.72,5.75,3.59 +244,0.77,Good,F,SI1,64.2,52.0,2789.0,5.81,5.77,3.72 +26032,0.32,Ideal,G,VS1,61.3,57.0,645.0,4.37,4.4,2.69 +42676,0.53,Ideal,F,SI2,60.3,56.0,1335.0,5.25,5.3,3.18 +30341,0.5,Fair,G,I1,64.9,57.0,727.0,5.01,4.97,3.24 +38275,0.21,Premium,E,VS2,60.5,59.0,386.0,3.87,3.83,2.33 +18658,1.22,Ideal,H,VS2,62.0,58.0,7623.0,6.81,6.86,4.24 +49122,0.7,Very Good,H,SI1,62.4,59.0,2066.0,5.63,5.75,3.55 +42476,0.51,Very Good,E,SI1,62.2,55.0,1318.0,5.09,5.11,3.17 +45393,0.54,Very Good,D,SI1,63.2,55.0,1667.0,5.21,5.17,3.28 +16084,1.29,Ideal,H,SI1,62.6,56.0,6424.0,6.96,6.93,4.35 +10931,1.05,Very Good,I,VS2,63.2,56.0,4895.0,6.47,6.51,4.1 +145,0.71,Ideal,D,SI2,61.6,55.0,2767.0,5.74,5.76,3.54 +16765,1.2,Ideal,H,SI1,61.3,57.0,6675.0,6.81,6.85,4.19 +19223,1.3,Very Good,E,SI1,59.1,60.0,7963.0,7.12,7.17,4.22 +49799,0.73,Ideal,F,SI2,59.6,56.0,2164.0,5.89,5.85,3.5 +15576,1.0,Good,E,VS2,62.4,58.0,6248.0,6.33,6.4,3.97 +16465,1.28,Premium,H,SI1,62.7,58.0,6580.0,6.88,6.94,4.33 +14400,0.3,Premium,F,VS2,62.2,60.0,605.0,4.22,4.27,2.64 +35854,0.32,Ideal,E,VVS1,61.7,55.0,917.0,4.39,4.43,2.72 +48869,0.78,Very Good,J,SI1,59.4,62.0,2035.0,6.01,6.05,3.58 +14082,1.01,Very Good,F,SI1,63.5,57.0,5713.0,6.38,6.31,4.03 +7972,0.9,Very Good,H,VS1,62.2,57.0,4324.0,6.1,6.15,3.81 +31047,0.34,Premium,D,SI1,62.0,58.0,750.0,4.47,4.43,2.76 +52508,0.7,Very Good,G,VS2,60.0,58.0,2527.0,5.73,5.77,3.45 +21244,1.54,Ideal,H,SI1,61.1,56.0,9391.0,7.47,7.42,4.56 +51951,0.7,Premium,E,SI2,60.6,58.0,2442.0,5.78,5.73,3.49 +48278,0.53,Ideal,D,VS2,62.2,56.0,1956.0,5.19,5.16,3.22 +23221,1.7,Ideal,I,SI1,62.4,56.0,11228.0,7.68,7.64,4.78 +7188,0.96,Very Good,I,VS2,59.6,59.0,4187.0,6.36,6.42,3.81 +35134,0.41,Very Good,D,VS2,62.5,60.0,889.0,4.72,4.75,2.96 +50406,0.73,Premium,E,SI2,62.2,55.0,2256.0,5.81,5.71,3.58 +11513,1.03,Ideal,D,SI2,62.5,55.0,5021.0,6.41,6.48,4.03 +5461,1.0,Fair,G,SI1,68.2,60.0,3833.0,6.02,5.94,4.08 +45133,0.54,Very Good,F,VS1,60.0,59.0,1653.0,5.26,5.32,3.17 +43759,0.41,Ideal,F,IF,61.6,56.0,1439.0,4.79,4.82,2.96 +18994,1.5,Fair,J,VS1,60.1,61.0,7819.0,7.25,7.3,4.37 +27632,2.32,Ideal,G,SI2,61.0,58.0,18532.0,8.5,8.54,5.2 +39749,0.5,Ideal,F,SI2,60.9,57.0,1094.0,5.15,5.1,3.12 +13363,0.24,Very Good,F,VS2,59.6,58.0,419.0,4.08,4.11,2.44 +12261,1.07,Ideal,I,VS1,62.0,57.0,5207.0,6.5,6.56,4.05 +36944,0.35,Ideal,J,VS1,61.5,56.0,478.0,4.56,4.58,2.81 +22105,1.04,Very Good,D,VVS2,60.8,58.0,10130.0,6.49,6.53,3.96 +32604,0.31,Premium,F,VS2,59.7,60.0,802.0,4.42,4.39,2.63 +31294,0.32,Ideal,E,VS1,61.6,57.0,758.0,4.35,4.39,2.69 +3235,0.9,Very Good,G,SI2,63.1,59.0,3353.0,6.11,6.16,3.87 +9356,1.02,Ideal,E,SI2,62.7,57.0,4585.0,6.35,6.44,4.01 +24796,1.55,Ideal,E,SI1,61.5,56.0,13171.0,7.36,7.4,4.54 +37113,0.38,Very Good,G,VVS1,59.9,56.0,970.0,4.73,4.75,2.84 +2659,0.7,Very Good,G,VVS2,60.0,60.0,3235.0,5.78,5.85,3.49 +13234,1.22,Premium,I,SI1,59.0,61.0,5466.0,7.02,6.98,4.13 +46625,0.3,Premium,H,VS1,62.2,60.0,526.0,4.23,4.29,2.65 +29584,0.41,Good,E,SI1,63.6,56.0,705.0,4.7,4.73,3.0 +25531,2.02,Premium,I,SI2,61.7,58.0,14350.0,8.07,8.0,4.96 +19736,1.55,Ideal,J,SI1,62.4,57.0,8301.0,7.5,7.45,4.67 +34859,0.3,Good,G,VVS2,63.6,57.0,878.0,4.3,4.26,2.72 +13772,1.05,Very Good,H,VS2,63.3,56.0,5614.0,6.48,6.41,4.08 +17956,1.02,Very Good,F,VS1,61.9,59.0,7257.0,6.38,6.44,3.97 +23527,1.56,Ideal,H,VS2,61.5,56.0,11531.0,7.46,7.5,4.6 +44589,0.59,Ideal,E,SI1,62.0,57.0,1607.0,5.36,5.39,3.33 +43815,0.51,Ideal,E,SI1,62.4,55.0,1443.0,5.14,5.09,3.19 +19023,0.27,Ideal,E,VVS2,60.5,57.0,620.0,4.18,4.25,2.55 +43235,0.5,Fair,E,VS2,65.4,57.0,1397.0,5.01,4.81,3.21 +51000,0.31,Good,E,VS2,63.4,55.0,544.0,4.32,4.35,2.75 +45419,0.55,Ideal,E,SI1,61.7,57.0,1668.0,5.27,5.23,3.24 +9306,1.0,Very Good,H,SI1,62.4,58.0,4574.0,6.37,6.42,3.99 +23340,1.01,Premium,E,IF,62.6,58.0,11387.0,6.37,6.44,4.01 +51238,0.7,Ideal,I,VVS2,62.3,55.0,2353.0,5.66,5.7,3.54 +28772,0.33,Very Good,D,VS2,62.5,59.0,681.0,4.39,4.41,2.75 +12202,1.18,Premium,G,SI2,62.5,54.0,5190.0,6.81,6.78,4.25 +15535,1.05,Very Good,E,SI1,59.7,57.0,6224.0,6.63,6.71,3.98 +36109,0.42,Very Good,F,SI1,63.1,56.0,926.0,4.82,4.79,3.03 +47256,0.51,Very Good,G,VVS2,63.5,56.0,1842.0,5.11,5.07,3.23 +51903,0.53,Ideal,E,VVS2,61.8,55.0,2433.0,5.16,5.19,3.2 +48549,0.74,Good,H,VS2,59.2,64.0,1989.0,5.79,5.66,3.4 +47773,0.51,Good,G,VVS2,63.7,54.0,1895.0,5.1,5.08,3.24 +25847,1.51,Very Good,E,VS1,63.2,58.0,14904.0,7.24,7.16,4.55 +24949,1.7,Premium,G,SI1,62.1,57.0,13417.0,7.61,7.55,4.71 +51958,0.79,Ideal,I,SI1,61.6,57.0,2442.0,5.94,6.0,3.68 +12377,0.26,Good,E,VVS1,59.4,61.0,597.0,4.13,4.15,2.46 +4210,0.72,Premium,E,VVS1,62.9,59.0,3566.0,5.75,5.67,3.59 +8892,1.17,Ideal,I,SI2,62.2,56.0,4488.0,6.72,6.79,4.2 +33073,0.32,Ideal,H,IF,62.2,54.0,814.0,4.37,4.41,2.73 +5959,0.9,Good,F,SI1,63.3,60.0,3950.0,6.09,6.11,3.86 +44633,0.57,Ideal,I,VVS1,61.7,56.0,1608.0,5.31,5.35,3.29 +8882,0.9,Good,G,VVS2,62.6,63.0,4485.0,6.1,6.14,3.83 +6780,1.09,Very Good,F,SI2,58.5,59.0,4113.0,6.75,6.8,3.96 +18543,1.47,Premium,G,SI2,61.8,58.0,7557.0,7.28,7.22,4.48 +35161,0.4,Good,D,VS2,63.5,55.0,891.0,4.66,4.69,2.97 +13401,0.32,Ideal,F,VS2,62.4,57.0,602.0,4.37,4.44,2.75 +5779,0.7,Ideal,E,VVS2,62.6,54.0,3901.0,5.65,5.7,3.55 +311,0.83,Very Good,H,SI1,62.5,59.0,2800.0,5.95,6.02,3.74 +45718,0.56,Ideal,E,SI1,60.9,56.0,1698.0,5.35,5.32,3.25 +26841,1.54,Very Good,D,VS1,59.1,59.0,16750.0,7.51,7.55,4.45 +36213,0.36,Premium,G,VS1,61.7,59.0,932.0,4.59,4.55,2.82 +11391,0.34,Ideal,E,SI1,62.3,57.0,596.0,4.48,4.51,2.8 +42122,0.4,Ideal,D,VVS1,62.8,57.0,1279.0,4.65,4.68,2.93 +19397,1.16,Ideal,G,VS2,62.5,55.0,8061.0,6.75,6.69,4.2 +16443,1.21,Very Good,H,SI1,63.5,60.0,6566.0,6.65,6.61,4.21 +20587,1.28,Very Good,G,VS1,59.2,57.0,8895.0,7.05,7.13,4.2 +6176,0.9,Ideal,F,SI1,62.4,56.0,3992.0,6.22,6.18,3.87 +20637,1.24,Very Good,F,VS2,59.6,59.0,8929.0,7.0,7.07,4.19 +21099,1.73,Premium,J,SI1,60.7,58.0,9271.0,7.78,7.73,4.71 +14712,0.3,Ideal,F,VS2,61.3,55.0,605.0,4.3,4.32,2.64 +6878,1.01,Premium,I,SI1,59.9,59.0,4129.0,6.46,6.42,3.86 +23399,0.36,Ideal,E,SI1,62.0,57.0,631.0,4.53,4.57,2.82 +50371,0.7,Ideal,I,VS2,61.2,55.0,2249.0,5.75,5.77,3.53 +3243,0.7,Ideal,G,VVS1,61.9,58.0,3354.0,5.67,5.74,3.53 +43576,0.41,Ideal,E,VVS1,60.9,55.0,1431.0,4.83,4.8,2.93 +6237,0.9,Ideal,H,VS2,62.6,57.0,4007.0,6.19,6.15,3.86 +11469,1.13,Premium,E,SI1,62.7,57.0,5012.0,6.65,6.62,4.16 +52836,0.71,Very Good,G,VS2,63.1,54.0,2574.0,5.64,5.7,3.58 +4764,0.9,Good,D,SI1,64.1,56.0,3689.0,6.07,6.04,3.88 +49952,0.3,Premium,H,SI1,61.6,62.0,540.0,4.3,4.24,2.63 +4987,1.0,Good,H,SI2,63.2,60.0,3740.0,6.27,6.3,3.97 +2988,0.72,Ideal,E,VS2,60.9,56.0,3301.0,5.81,5.84,3.55 +38923,0.51,Premium,F,SI2,58.1,59.0,1052.0,5.26,5.24,3.05 +9535,1.01,Very Good,F,SI1,63.0,58.0,4619.0,6.31,6.39,4.0 +34213,0.33,Ideal,D,VS2,60.3,55.0,855.0,4.52,4.5,2.72 +9253,1.01,Ideal,G,SI2,61.6,54.0,4560.0,6.4,6.45,3.96 +762,0.71,Premium,E,VS2,61.0,60.0,2858.0,5.76,5.69,3.49 +16419,1.17,Ideal,H,VS2,62.4,58.0,6558.0,6.73,6.71,4.19 +49796,0.7,Ideal,I,VS1,62.7,57.0,2163.0,5.63,5.67,3.54 +53011,0.7,Ideal,F,SI1,62.1,56.0,2596.0,5.67,5.65,3.51 +13381,0.3,Ideal,F,VS2,62.0,53.7,601.0,4.31,4.33,2.68 +20869,1.41,Good,H,VS2,63.8,60.0,9088.0,7.04,7.12,4.52 +34693,0.3,Ideal,F,IF,59.8,58.0,873.0,4.37,4.46,2.64 +47652,0.23,Ideal,E,VVS2,62.8,57.0,530.0,3.91,3.96,2.47 +27935,0.32,Ideal,H,SI1,61.2,56.0,430.0,4.43,4.46,2.72 +16987,1.02,Very Good,D,VS2,59.8,61.0,6785.0,6.54,6.61,3.93 +35119,0.38,Good,I,IF,56.6,59.0,886.0,4.82,4.87,2.74 +49542,0.72,Very Good,F,SI2,58.5,60.0,2126.0,5.86,5.93,3.45 +45340,0.57,Ideal,G,SI1,62.0,55.0,1662.0,5.35,5.32,3.31 +29365,0.31,Premium,G,VS2,62.2,59.0,698.0,4.35,4.3,2.69 +6881,1.08,Ideal,I,SI2,62.3,57.0,4130.0,6.56,6.61,4.1 +9537,1.01,Very Good,F,SI1,61.9,57.0,4619.0,6.37,6.42,3.96 +28030,0.3,Ideal,E,VS2,61.5,55.0,658.0,4.29,4.33,2.65 +42178,0.43,Ideal,G,IF,61.7,57.0,1286.0,4.83,4.86,2.99 +30030,0.35,Premium,E,VS1,62.2,58.0,718.0,4.47,4.5,2.79 +47864,0.59,Good,G,VS1,60.4,61.2,1910.0,5.38,5.43,3.26 +30059,0.41,Ideal,G,SI1,62.6,54.0,719.0,4.74,4.78,2.98 +31082,0.33,Premium,H,VVS1,61.4,59.0,752.0,4.42,4.44,2.72 +19216,1.25,Very Good,F,SI1,61.4,56.0,7956.0,6.91,6.94,4.25 +9102,0.93,Very Good,D,SI1,60.8,59.0,4527.0,6.24,6.27,3.8 +50369,0.71,Premium,H,VS2,62.0,54.0,2249.0,5.73,5.69,3.54 +23649,1.51,Ideal,H,VS1,62.6,56.0,11686.0,7.32,7.28,4.57 +19365,0.27,Very Good,E,VVS2,59.0,59.0,622.0,4.24,4.27,2.51 +51656,0.3,Ideal,G,VS2,61.8,54.0,545.0,4.34,4.37,2.69 +12809,1.0,Very Good,D,SI1,62.3,59.0,5342.0,6.26,6.29,3.91 +4641,0.9,Good,G,SI1,57.7,65.0,3669.0,6.25,6.29,3.62 +41189,0.51,Premium,H,VS2,60.9,60.0,1202.0,5.19,5.16,3.15 +12567,1.02,Premium,E,SI1,61.5,58.0,5278.0,6.51,6.46,3.99 +49053,0.73,Very Good,G,SI2,62.2,58.0,2057.0,5.71,5.77,3.57 +48643,0.31,Ideal,I,SI1,62.5,56.0,537.0,4.35,4.29,2.7 +24022,1.5,Very Good,G,VS2,61.2,61.0,12196.0,7.29,7.34,4.48 +52095,0.74,Very Good,I,VS2,60.9,56.0,2459.0,5.83,5.86,3.56 +17867,1.32,Ideal,I,VS2,60.8,57.0,7209.0,7.07,7.02,4.28 +51404,0.7,Fair,F,VS2,65.5,57.0,2369.0,5.55,5.41,3.59 +48777,0.55,Ideal,D,VS1,61.5,56.0,2020.0,5.28,5.26,3.24 +30984,0.37,Good,G,VS1,63.1,56.0,746.0,4.57,4.59,2.89 +49996,0.61,Premium,G,VS1,62.7,57.0,2192.0,5.43,5.36,3.38 +44355,0.56,Very Good,G,VS2,60.9,58.0,1580.0,5.34,5.36,3.26 +29661,0.35,Premium,F,VS2,61.5,59.0,706.0,4.53,4.55,2.79 +18129,1.41,Very Good,H,SI2,58.5,57.0,7339.0,7.36,7.44,4.33 +28209,0.4,Good,I,VS2,63.8,54.0,666.0,4.68,4.72,3.0 +53425,0.54,Ideal,D,VVS2,61.3,56.0,2671.0,5.22,5.26,3.21 +7203,0.9,Good,E,SI1,57.9,60.0,4190.0,6.3,6.34,3.66 +24893,2.0,Ideal,H,SI1,62.9,56.0,13320.0,8.06,7.97,5.04 +17793,1.33,Premium,H,SI1,61.9,58.0,7171.0,6.98,7.04,4.34 +18836,1.13,Premium,G,VS1,61.6,58.0,7720.0,6.76,6.68,4.14 +46566,0.53,Ideal,D,VS2,60.9,57.0,1783.0,5.17,5.24,3.17 +41765,0.44,Ideal,I,VS1,61.4,55.0,1245.0,4.89,4.92,3.01 +26833,2.01,Premium,H,SI1,61.5,53.0,16733.0,8.13,8.03,4.97 +44085,0.6,Very Good,G,SI1,61.1,57.0,1554.0,5.36,5.47,3.31 +38690,0.37,Ideal,E,VS2,62.0,57.0,1041.0,4.63,4.6,2.86 +50609,0.61,Ideal,G,VS2,61.6,55.0,2286.0,5.46,5.48,3.37 +18752,1.01,Premium,G,VVS2,60.5,60.0,7665.0,6.58,6.51,3.96 +41997,0.43,Ideal,D,VS1,61.6,56.0,1264.0,4.86,4.85,2.99 +41509,0.5,Very Good,E,SI2,61.6,58.0,1235.0,5.08,5.11,3.14 +9876,1.01,Very Good,H,SI1,59.8,61.0,4680.0,6.54,6.51,3.9 +29192,0.4,Ideal,F,SI1,62.0,54.0,694.0,4.76,4.79,2.96 +30623,0.3,Very Good,G,SI1,62.9,59.0,447.0,4.24,4.28,2.68 +30595,0.31,Ideal,D,VS2,62.0,55.0,734.0,4.36,4.38,2.71 +44442,0.57,Premium,E,SI1,62.2,55.0,1590.0,5.36,5.31,3.32 +50037,0.71,Very Good,F,SI1,63.3,60.0,2198.0,5.61,5.54,3.53 +19961,1.23,Ideal,H,VVS2,61.6,57.0,8509.0,6.87,6.92,4.25 +25246,2.03,Very Good,D,SI2,63.1,58.0,13858.0,8.02,7.98,5.05 +41564,0.51,Fair,E,SI1,64.8,58.0,1237.0,5.07,5.02,3.27 +33888,0.3,Ideal,E,VS2,61.8,56.0,844.0,4.32,4.29,2.66 +39673,0.42,Premium,G,VS2,60.6,59.0,1087.0,4.85,4.78,2.92 +28331,0.33,Ideal,F,VS2,61.6,55.0,666.0,4.45,4.48,2.75 +44164,0.5,Ideal,F,VS2,61.1,58.0,1565.0,5.1,5.13,3.13 +16802,1.28,Premium,H,SI1,59.9,59.0,6701.0,7.08,7.05,4.23 +14026,1.06,Ideal,I,VS1,61.1,56.0,5702.0,6.59,6.61,4.03 +32489,0.32,Ideal,G,VVS1,62.3,56.0,796.0,4.38,4.41,2.73 +28835,0.41,Ideal,E,SI2,60.7,57.0,683.0,4.81,4.85,2.93 +25781,2.06,Fair,J,VS1,64.6,58.0,14750.0,7.91,8.04,5.15 +39715,0.44,Very Good,E,VS1,59.7,59.0,1090.0,4.94,5.01,2.97 +25130,1.7,Ideal,H,VS2,62.4,57.0,13681.0,7.61,7.56,4.73 +6250,0.9,Very Good,F,SI1,63.0,61.0,4009.0,6.09,6.14,3.85 +6732,0.25,Premium,H,VVS1,62.7,60.0,577.0,4.03,3.98,2.51 +38248,0.32,Ideal,E,IF,62.3,53.0,1018.0,4.39,4.41,2.74 +12585,1.11,Premium,G,SI1,60.1,60.0,5281.0,6.73,6.68,4.03 +10345,1.01,Premium,H,VS2,62.4,58.0,4769.0,6.42,6.36,3.99 +45696,0.54,Very Good,G,VS1,63.6,56.0,1698.0,5.17,5.24,3.31 +9829,1.01,Good,G,SI1,63.6,57.0,4672.0,6.37,6.33,4.04 +20830,1.11,Ideal,F,VS2,61.8,56.0,9057.0,6.66,6.7,4.13 +16817,1.21,Good,E,SI1,64.2,58.0,6708.0,6.65,6.59,4.25 +8253,0.93,Good,G,SI1,63.8,58.0,4375.0,6.14,6.09,3.9 +21938,1.6,Ideal,J,VS1,62.0,53.0,10011.0,7.57,7.56,4.69 +2038,0.7,Very Good,E,VS1,63.4,56.0,3107.0,5.6,5.63,3.56 +36158,0.33,Ideal,E,VS2,62.6,57.0,928.0,4.42,4.37,2.75 +37562,0.31,Premium,G,IF,61.7,54.0,988.0,4.36,4.33,2.68 +52608,0.82,Premium,F,SI2,62.5,59.0,2544.0,6.0,5.94,3.73 +7460,0.9,Very Good,H,VS1,63.5,59.0,4234.0,6.13,6.1,3.88 +4597,0.7,Ideal,H,VS2,60.8,56.0,3656.0,5.74,5.77,3.5 +9307,1.01,Good,H,SI1,62.9,55.0,4574.0,6.35,6.41,4.01 +215,0.7,Ideal,G,VS1,61.4,59.0,2780.0,5.64,5.73,3.49 +43368,0.44,Ideal,D,VVS2,61.8,54.8,1408.0,4.89,4.92,3.03 +37969,0.41,Ideal,G,VVS2,61.3,56.0,1007.0,4.76,4.77,2.92 +16346,1.03,Very Good,G,VS1,62.2,57.0,6539.0,6.42,6.47,4.01 +25088,1.72,Premium,H,VS2,61.3,59.0,13609.0,7.72,7.69,4.72 +37257,0.31,Premium,G,VVS1,58.0,62.0,977.0,4.47,4.42,2.58 +40416,0.63,Good,J,SI1,59.9,64.0,1134.0,5.63,5.58,3.36 +14821,1.0,Ideal,G,VS2,62.6,57.0,5967.0,6.47,6.4,4.03 +53298,0.3,Ideal,D,SI1,61.7,56.0,552.0,4.31,4.35,2.67 +15029,1.0,Very Good,G,VS2,63.3,58.0,6048.0,6.39,6.27,4.01 +37461,0.42,Ideal,H,VVS2,62.4,56.0,984.0,4.8,4.78,2.99 +32258,0.36,Very Good,E,VS2,62.1,59.0,789.0,4.55,4.59,2.84 +32953,0.35,Very Good,F,SI2,62.8,55.0,460.0,4.48,4.53,2.83 +18566,1.0,Good,G,VVS2,61.6,60.0,7572.0,6.34,6.38,3.92 +4324,0.8,Ideal,D,SI1,62.6,55.0,3597.0,5.91,5.94,3.71 +51314,0.31,Premium,H,VS1,59.9,59.0,544.0,4.38,4.4,2.63 +9364,0.32,Ideal,D,SI1,61.3,57.0,589.0,4.37,4.41,2.69 +3625,0.89,Ideal,E,SI2,62.4,56.0,3429.0,6.04,6.08,3.78 +13231,1.29,Premium,J,VS1,61.7,59.0,5463.0,6.93,6.97,4.29 +27613,2.57,Premium,J,SI1,63.0,58.0,18485.0,8.77,8.65,5.49 +13922,1.02,Ideal,H,VS2,62.4,57.0,5666.0,6.4,6.35,3.98 +7503,1.04,Premium,E,SI2,61.0,60.0,4240.0,6.57,6.52,3.99 +20854,1.14,Ideal,F,VS1,61.7,55.0,9074.0,6.68,6.71,4.13 +16637,1.21,Very Good,I,VVS2,61.1,57.0,6653.0,6.83,6.85,4.18 +7293,0.91,Premium,H,VS2,61.9,59.0,4201.0,6.18,6.23,3.84 +45496,0.5,Ideal,F,VS1,62.5,52.4,1679.0,5.07,5.11,3.18 +25299,2.08,Good,I,SI2,63.8,58.0,13956.0,8.02,8.1,5.14 +38857,0.4,Premium,G,VVS2,62.7,59.0,1050.0,4.72,4.69,2.95 +50719,0.7,Very Good,I,VS1,61.4,57.0,2294.0,5.72,5.74,3.52 +13427,1.01,Premium,H,VS1,61.1,58.0,5515.0,6.48,6.45,3.95 +7697,1.01,Good,F,SI1,64.2,58.0,4276.0,6.33,6.31,4.06 +27875,0.3,Very Good,F,VS1,61.5,56.0,654.0,4.31,4.34,2.66 +36994,0.5,Ideal,H,SI2,62.3,53.0,964.0,5.1,5.14,3.19 +24318,1.6,Ideal,H,VS1,61.4,57.0,12566.0,7.53,7.59,4.64 +51143,0.7,Premium,E,SI2,61.8,60.0,2342.0,5.65,5.61,3.48 +26979,2.15,Ideal,H,SI2,61.8,57.0,17063.0,8.24,8.3,5.11 +11870,1.01,Ideal,G,SI1,62.9,56.0,5107.0,6.39,6.43,4.03 +17090,1.2,Ideal,H,VS1,62.5,57.0,6814.0,6.81,6.73,4.23 +41933,0.4,Ideal,D,VVS2,61.9,56.0,1263.0,4.74,4.76,2.94 +39000,0.47,Premium,G,SI1,58.5,60.0,1055.0,5.09,5.06,2.97 +39770,0.36,Premium,E,VS1,60.4,58.0,1094.0,4.67,4.64,2.81 +15054,0.3,Very Good,G,VS1,62.4,58.0,605.0,4.22,4.24,2.64 +19531,1.3,Premium,F,SI1,61.4,59.0,8164.0,7.01,6.97,4.29 +33953,0.23,Very Good,E,VVS2,62.7,59.0,465.0,3.93,3.95,2.47 +12557,1.21,Premium,I,SI1,61.8,59.0,5276.0,6.85,6.81,4.22 +9672,1.0,Good,E,SI1,63.9,55.0,4646.0,6.28,6.34,4.03 +21580,1.7,Fair,H,SI2,64.5,55.0,9682.0,7.58,7.52,4.87 +46037,0.57,Ideal,E,SI1,62.1,56.0,1728.0,5.33,5.3,3.3 +41792,0.41,Very Good,E,VVS1,62.9,58.0,1249.0,4.72,4.75,2.98 +41329,0.31,Ideal,E,IF,63.0,55.0,1214.0,4.34,4.37,2.73 +8023,1.19,Premium,H,SI2,61.9,58.0,4332.0,6.84,6.77,4.21 +11785,1.13,Very Good,E,SI1,60.8,58.0,5086.0,6.71,6.77,4.1 +27819,0.34,Premium,G,SI1,59.7,59.0,650.0,4.54,4.5,2.7 +14283,1.24,Very Good,J,VS1,62.4,59.4,5783.0,6.81,6.89,4.27 +16528,1.2,Premium,F,SI1,60.2,58.0,6604.0,6.9,6.86,4.14 +15283,1.0,Ideal,H,VS2,61.2,60.0,6133.0,6.4,6.45,3.93 +33665,0.6,Premium,H,I1,62.1,62.0,835.0,5.33,5.27,3.3 +22090,1.09,Premium,E,VVS2,59.9,59.0,10111.0,6.73,6.7,4.02 +3353,0.7,Good,G,VVS1,58.5,62.0,3380.0,5.8,5.82,3.4 +13851,1.0,Good,G,VS2,64.0,56.0,5645.0,6.33,6.25,4.03 +25078,2.11,Premium,G,SI2,62.2,58.0,13598.0,8.19,8.23,5.11 +45518,0.43,Ideal,G,IF,61.3,55.0,1683.0,4.86,4.89,2.99 +42349,0.39,Premium,E,VVS1,60.7,58.0,1300.0,4.69,4.73,2.86 +39194,0.38,Ideal,H,IF,60.0,60.0,1064.0,4.71,4.76,2.84 +25464,2.1,Very Good,J,VS2,61.3,59.0,14229.0,8.21,8.27,5.05 +12547,1.15,Very Good,H,SI1,62.4,57.0,5270.0,6.68,6.71,4.18 +47795,0.71,Ideal,J,VS2,62.4,54.0,1899.0,5.72,5.76,3.58 +12890,1.1,Ideal,H,SI1,62.0,57.0,5370.0,6.66,6.7,4.14 +25798,1.7,Good,G,VS1,63.9,58.0,14787.0,7.46,7.5,4.78 +20731,1.51,Good,I,VS1,65.9,56.0,8975.0,7.02,7.09,4.65 +1648,0.72,Ideal,H,VS2,61.2,57.0,3018.0,5.79,5.77,3.54 +42542,0.5,Good,F,VS2,64.0,57.0,1323.0,5.08,5.04,3.23 +45011,0.5,Ideal,H,VS1,61.1,56.0,1637.0,5.1,5.14,3.13 +47237,0.71,Very Good,J,SI1,62.8,57.0,1841.0,5.64,5.67,3.55 +52181,0.7,Very Good,E,SI1,63.5,56.0,2476.0,5.65,5.68,3.6 +34879,0.3,Good,G,VVS1,64.0,57.0,878.0,4.27,4.23,2.72 +20215,1.01,Ideal,G,VVS1,61.1,56.0,8647.0,6.51,6.49,3.97 +31031,0.31,Ideal,F,VS2,61.6,56.0,749.0,4.38,4.35,2.69 +36250,0.41,Ideal,E,VS2,62.0,56.0,935.0,4.72,4.79,2.95 +30878,0.33,Premium,E,SI1,61.1,58.0,743.0,4.47,4.43,2.72 +16978,1.07,Very Good,G,VS1,61.2,55.0,6780.0,6.63,6.67,4.07 +8433,0.9,Premium,D,SI1,61.4,62.0,4407.0,6.19,6.05,3.76 +30137,0.32,Premium,G,VS2,62.1,60.0,720.0,4.39,4.34,2.71 +10508,1.02,Ideal,D,SI1,62.1,53.0,4798.0,6.43,6.38,3.98 +14368,1.09,Ideal,F,SI1,62.0,56.0,5816.0,6.56,6.61,4.08 +18318,1.16,Ideal,G,VS2,62.5,56.0,7451.0,6.67,6.73,4.19 +36268,0.3,Ideal,E,VS1,61.6,57.0,936.0,4.33,4.3,2.66 +38998,0.59,Premium,J,VS2,62.7,61.0,1055.0,5.35,5.28,3.33 +12924,1.13,Ideal,I,SI2,62.0,55.0,5378.0,6.68,6.7,4.15 +7774,1.5,Fair,J,I1,68.8,57.0,4284.0,6.94,6.87,4.75 +37414,0.38,Premium,G,VS2,60.4,57.0,983.0,4.7,4.67,2.83 +13303,1.2,Ideal,E,SI2,61.1,55.0,5494.0,6.9,6.87,4.21 +27832,0.31,Very Good,H,VVS1,61.3,56.0,651.0,4.35,4.38,2.67 +1434,0.81,Very Good,E,SI1,59.5,60.0,2973.0,6.05,6.09,3.61 +33996,0.42,Ideal,H,VS1,61.4,56.0,847.0,4.82,4.85,2.97 +1982,0.7,Ideal,E,VS2,62.0,57.0,3093.0,5.68,5.71,3.53 +34288,0.26,Ideal,H,VVS1,61.2,56.0,468.0,4.11,4.16,2.53 +21068,1.29,Ideal,G,VS2,61.3,57.0,9243.0,6.99,7.07,4.31 +2728,0.34,Ideal,E,SI1,62.6,55.0,565.0,4.46,4.49,2.8 +46617,0.51,Ideal,D,VS2,61.8,55.0,1787.0,5.1,5.16,3.17 +2745,0.7,Ideal,E,VS1,62.1,55.0,3248.0,5.72,5.77,3.57 +14366,1.02,Ideal,G,VS2,62.6,57.0,5816.0,6.41,6.43,4.02 +26053,2.19,Ideal,I,SI2,62.5,56.0,15254.0,8.31,8.24,5.18 +7890,1.0,Very Good,E,SI2,62.2,59.0,4312.0,6.35,6.38,3.96 +2928,1.03,Very Good,H,SI2,63.1,56.0,3288.0,6.43,6.38,4.04 +1094,0.7,Good,E,VS2,58.7,63.0,2912.0,5.69,5.73,3.35 +11398,0.34,Ideal,E,SI1,60.7,56.0,596.0,4.51,4.55,2.75 +45145,0.5,Premium,F,VS2,61.1,60.0,1654.0,5.12,5.1,3.12 +33951,0.23,Very Good,F,VVS2,61.3,60.0,465.0,3.98,4.01,2.45 +46236,0.52,Ideal,D,VS2,61.8,57.0,1752.0,5.16,5.2,3.2 +38791,0.31,Premium,G,VVS1,60.7,58.0,1046.0,4.4,4.37,2.66 +1266,0.7,Ideal,E,SI1,62.0,56.0,2948.0,5.68,5.7,3.53 +38827,0.42,Ideal,G,VS2,61.9,57.0,1048.0,4.83,4.79,2.98 +25408,2.0,Premium,H,SI1,59.8,60.0,14126.0,8.04,8.01,4.8 +4071,0.31,Ideal,D,SI1,62.0,55.0,571.0,4.36,4.38,2.71 +24948,1.31,Ideal,G,VVS1,61.9,55.0,13406.0,7.03,7.05,4.36 +5439,0.86,Ideal,E,SI2,61.8,57.0,3828.0,6.1,6.13,3.78 +45399,0.55,Ideal,H,VVS2,61.9,56.0,1668.0,5.22,5.25,3.24 +28546,0.3,Premium,I,VVS2,61.8,58.0,675.0,4.33,4.28,2.66 +17958,1.01,Very Good,F,VS2,62.8,57.0,7258.0,6.34,6.44,4.01 +26189,2.0,Fair,E,SI2,59.9,61.0,15540.0,8.16,8.04,4.86 +24432,1.68,Premium,F,SI1,60.7,62.0,12681.0,7.72,7.66,4.67 +18964,1.29,Premium,H,VS2,60.7,61.0,7802.0,7.1,7.01,4.28 +32052,0.32,Ideal,D,VS1,60.3,57.0,780.0,4.42,4.44,2.67 +12711,0.26,Ideal,D,VVS2,62.5,56.0,599.0,4.08,4.11,2.56 +3886,1.01,Good,E,I1,61.5,65.0,3484.0,6.28,6.21,3.84 +2828,0.9,Good,F,SI2,63.1,57.0,3267.0,6.11,6.18,3.88 +42212,0.52,Very Good,D,SI2,62.4,59.0,1289.0,5.05,5.15,3.18 +23185,1.61,Ideal,G,SI1,61.2,55.0,11192.0,7.57,7.62,4.65 +48496,0.57,Ideal,D,VS2,61.8,55.0,1981.0,5.32,5.34,3.29 +14623,1.21,Ideal,H,VS1,62.0,57.0,5902.0,6.79,6.75,4.19 +42369,0.51,Good,E,SI1,63.3,59.0,1304.0,5.05,5.09,3.21 +52074,0.73,Ideal,F,SI2,62.5,56.0,2455.0,5.73,5.75,3.59 +11219,0.93,Premium,F,VS2,62.1,59.0,4961.0,6.24,6.28,3.89 +30129,0.32,Ideal,G,VS2,61.8,57.0,720.0,4.4,4.37,2.71 +19406,1.24,Very Good,G,VS2,59.1,59.0,8064.0,7.02,7.08,4.17 +53939,0.86,Premium,H,SI2,61.0,58.0,2757.0,6.15,6.12,3.74 +29910,0.39,Very Good,I,VS2,59.6,57.0,712.0,4.77,4.82,2.86 +25962,2.01,Very Good,I,SI1,64.1,57.0,15145.0,7.89,7.94,5.07 +12288,1.23,Very Good,J,VS2,62.9,58.0,5217.0,6.75,6.83,4.27 +39429,0.41,Ideal,F,VS1,62.7,55.0,1076.0,4.77,4.74,2.98 +15233,1.0,Premium,G,VS1,59.2,60.0,6115.0,6.6,6.54,3.89 +25483,1.5,Very Good,E,VS2,62.1,60.0,14256.0,7.27,7.31,4.53 +28432,0.3,Ideal,D,VS2,61.3,56.0,670.0,4.32,4.36,2.66 +19820,1.33,Ideal,H,VS2,59.5,57.0,8385.0,7.18,7.23,4.29 +10850,1.01,Premium,G,SI1,62.6,59.0,4872.0,6.38,6.3,3.97 +27075,1.71,Premium,G,VS1,62.3,58.0,17197.0,7.65,7.61,4.75 +45785,0.66,Premium,E,SI1,61.1,56.0,1708.0,5.68,5.62,3.45 +22306,1.54,Good,I,VS1,63.6,60.0,10349.0,7.33,7.3,4.65 +14211,1.01,Very Good,E,VS2,59.3,59.0,5760.0,6.5,6.56,3.87 +10290,1.03,Premium,E,SI2,61.8,59.0,4758.0,6.42,6.47,3.98 +42981,0.41,Ideal,E,VVS1,61.3,56.0,1367.0,4.79,4.81,2.94 +9767,1.02,Ideal,F,SI2,62.4,55.0,4662.0,6.46,6.43,4.02 +19221,1.16,Premium,G,VS1,61.9,58.0,7962.0,6.72,6.76,4.17 +31917,0.3,Premium,G,VS1,62.1,60.0,776.0,4.3,4.24,2.65 +31756,0.44,Ideal,G,SI1,62.7,57.0,772.0,4.82,4.85,3.03 +5213,1.0,Premium,J,SI1,60.8,58.0,3780.0,6.44,6.39,3.9 +1150,0.75,Very Good,E,SI1,62.3,58.0,2923.0,5.78,5.81,3.61 +33305,0.38,Very Good,J,IF,60.9,61.0,827.0,4.66,4.73,2.86 +10264,1.01,Premium,E,SI2,59.5,59.0,4751.0,6.58,6.54,3.9 +11160,1.02,Good,F,SI1,63.3,58.0,4948.0,6.35,6.39,4.03 +21872,1.2,Ideal,D,VS2,61.4,56.0,9935.0,6.88,6.79,4.2 +27314,2.01,Premium,I,VS2,60.3,58.0,17826.0,8.22,8.16,4.94 +23012,0.35,Premium,E,SI2,61.0,58.0,630.0,4.56,4.52,2.77 +17641,1.24,Very Good,G,SI1,61.8,58.0,7106.0,6.9,6.96,4.28 +442,0.89,Premium,H,SI2,60.2,59.0,2815.0,6.26,6.23,3.76 +21162,1.23,Premium,F,VS1,61.3,60.0,9319.0,6.9,6.94,4.24 +15560,1.02,Premium,F,VS1,61.4,59.0,6238.0,6.48,6.42,3.96 +24431,1.6,Ideal,H,VS1,61.4,57.0,12681.0,7.59,7.53,4.64 +37077,0.41,Premium,F,SI1,62.6,55.0,969.0,4.78,4.74,2.98 +6195,0.9,Very Good,D,SI1,62.5,63.0,3997.0,6.14,6.11,3.83 +10354,0.91,Fair,E,VS1,64.5,58.0,4770.0,6.14,6.1,3.95 +46641,0.3,Very Good,I,VVS2,60.1,63.0,526.0,4.28,4.31,2.58 +4294,0.91,Ideal,F,SI2,60.9,57.0,3588.0,6.27,6.3,3.83 +23013,0.3,Premium,H,VS1,62.1,59.0,630.0,4.28,4.25,2.65 +42320,0.41,Ideal,D,VVS2,62.3,57.0,1295.0,4.74,4.76,2.96 +18644,1.35,Ideal,H,SI1,61.5,58.0,7609.0,7.08,7.11,4.36 +31145,0.41,Ideal,E,SI1,62.5,57.0,755.0,4.74,4.79,2.98 +17254,1.02,Very Good,G,VS2,60.5,60.0,6906.0,6.53,6.49,3.94 +42276,0.23,Very Good,E,VVS2,61.6,60.0,505.0,3.97,3.99,2.45 +34823,0.3,Ideal,H,VVS1,62.0,55.0,878.0,4.34,4.3,2.68 +28007,0.3,Ideal,E,VS2,61.0,56.0,658.0,4.33,4.36,2.65 +4327,1.01,Fair,F,SI2,67.3,62.0,3597.0,6.09,6.03,4.08 +39249,0.41,Ideal,G,VVS1,62.4,55.0,1068.0,4.74,4.78,2.97 +50107,0.62,Ideal,E,VS2,62.0,54.5,2208.0,5.46,5.48,3.39 +5927,0.92,Premium,E,SI2,61.7,59.0,3941.0,6.27,6.18,3.84 +33005,0.38,Ideal,E,VS2,61.5,55.0,813.0,4.67,4.7,2.88 +11845,1.13,Premium,H,SI1,62.3,58.0,5101.0,6.67,6.68,4.16 +49687,0.59,Very Good,E,VS2,59.4,63.0,2145.0,5.42,5.46,3.23 +23005,1.02,Premium,E,VVS1,61.5,59.0,11062.0,6.41,6.46,3.96 +14607,1.21,Premium,J,VVS1,61.3,59.0,5893.0,6.81,6.86,4.19 +30497,0.31,Ideal,D,SI1,60.8,56.0,732.0,4.37,4.32,2.64 +47626,0.65,Fair,F,VS2,58.3,64.0,1881.0,5.7,5.62,3.3 +23935,2.09,Premium,H,SI1,60.5,61.0,12063.0,8.32,8.25,5.01 +25050,0.38,Premium,I,SI2,60.0,59.0,641.0,4.71,4.69,2.82 +40729,0.51,Ideal,H,SI1,62.1,54.0,1161.0,5.13,5.15,3.19 +21458,1.51,Fair,D,SI2,64.7,57.0,9555.0,7.17,7.24,4.66 +14693,1.0,Ideal,F,VS2,62.1,57.0,5929.0,6.34,6.38,3.95 +17183,1.0,Premium,E,VS2,61.8,62.0,6860.0,6.47,6.44,3.99 +39884,0.42,Ideal,G,VVS2,62.1,57.0,1103.0,4.8,4.77,2.97 +12216,0.9,Very Good,D,VS1,58.9,59.0,5195.0,6.22,6.31,3.69 +3304,0.69,Good,D,VVS2,61.5,61.0,3369.0,5.61,5.65,3.46 +50571,0.73,Ideal,G,SI1,61.6,57.0,2278.0,5.81,5.79,3.57 +46579,0.58,Very Good,D,SI1,60.2,58.0,1785.0,5.37,5.46,3.26 +3796,0.9,Very Good,I,SI2,60.5,56.0,3464.0,6.22,6.24,3.77 +42375,0.41,Ideal,F,IF,61.7,56.0,1304.0,4.79,4.83,2.97 +14824,1.24,Premium,D,SI2,59.1,59.0,5969.0,7.03,6.98,4.14 +35559,0.35,Premium,G,VS1,61.7,61.0,906.0,4.52,4.49,2.78 +48951,0.57,Premium,D,VS2,61.7,60.0,2047.0,5.32,5.28,3.27 +51120,0.57,Ideal,F,VVS2,62.0,55.0,2339.0,5.3,5.31,3.29 +21446,1.5,Very Good,E,SI2,62.1,59.0,9548.0,7.26,7.33,4.53 +48512,0.54,Ideal,H,VVS2,60.9,57.0,1983.0,5.26,5.22,3.19 +25770,1.71,Premium,H,VVS2,61.4,59.0,14731.0,7.67,7.77,4.74 +9965,1.14,Very Good,J,VS1,60.0,60.0,4702.0,6.76,6.81,4.07 +45446,0.55,Ideal,D,VS2,61.6,57.0,1673.0,5.25,5.3,3.25 +38784,0.31,Premium,H,IF,61.0,58.0,1046.0,4.38,4.34,2.66 +35717,0.3,Ideal,D,VS2,62.0,55.0,911.0,4.34,4.31,2.68 +16469,1.02,Premium,E,VS2,61.6,60.0,6580.0,6.51,6.42,3.98 +50394,0.7,Good,H,VS2,61.4,56.0,2253.0,5.73,5.8,3.54 +48707,0.56,Ideal,E,VS1,61.1,56.0,2010.0,5.29,5.34,3.25 +4530,0.91,Very Good,E,SI2,60.3,59.0,3638.0,6.28,6.25,3.78 +9230,1.02,Premium,H,SI1,61.9,61.0,4558.0,6.42,6.34,3.95 +36320,0.32,Ideal,G,VVS2,61.8,55.0,936.0,4.43,4.41,2.73 +9658,1.01,Premium,H,SI1,61.2,58.0,4642.0,6.47,6.43,3.95 +29386,0.31,Premium,E,SI1,62.0,58.0,698.0,4.35,4.3,2.68 +37062,0.43,Premium,F,VS2,61.1,57.0,968.0,4.9,4.86,2.98 +10272,1.2,Good,I,SI1,63.1,58.0,4752.0,6.66,6.72,4.22 +8440,0.9,Good,H,VS1,62.4,55.0,4409.0,6.09,6.16,3.82 +9753,0.94,Very Good,E,SI1,61.8,56.0,4661.0,6.29,6.33,3.9 +14513,1.35,Ideal,J,VS2,61.4,57.0,5862.0,7.1,7.13,4.37 +34996,0.31,Premium,D,VVS1,62.7,58.0,882.0,4.3,4.31,2.7 +17762,1.19,Good,H,VS1,60.8,61.0,7152.0,6.86,6.88,4.18 +7008,0.9,Good,H,VS2,61.5,61.0,4156.0,6.15,6.24,3.81 +31830,0.34,Very Good,H,VVS1,62.9,57.0,775.0,4.44,4.47,2.8 +26608,2.54,Very Good,H,SI2,63.5,56.0,16353.0,8.68,8.65,5.5 +53455,0.7,Ideal,F,VS2,62.2,55.0,2676.0,5.66,5.72,3.54 +42670,0.44,Ideal,E,VVS2,60.9,57.0,1334.0,4.95,4.9,3.0 +477,0.86,Good,F,SI2,64.3,60.0,2819.0,5.97,5.95,3.83 +30897,0.41,Ideal,D,SI1,61.7,56.0,744.0,4.77,4.8,2.95 +8422,1.05,Ideal,J,SI1,61.7,55.0,4405.0,6.54,6.56,4.04 +50465,0.72,Ideal,E,SI1,59.8,57.0,2265.0,5.86,5.91,3.52 +3404,0.4,Good,J,VS1,64.0,56.0,567.0,4.66,4.69,2.99 +48058,0.55,Premium,E,VS2,61.1,58.0,1928.0,5.28,5.3,3.23 +4817,0.77,Ideal,F,SI1,61.7,56.0,3702.0,5.85,5.91,3.63 +53563,0.71,Premium,G,VS1,60.9,58.0,2694.0,5.77,5.73,3.5 +16599,1.57,Premium,J,VS2,59.9,57.0,6629.0,7.56,7.52,4.52 +39616,0.35,Good,E,SI2,63.9,55.0,491.0,4.48,4.5,2.87 +27219,2.01,Ideal,G,SI2,61.9,57.0,17555.0,8.0,8.08,4.98 +9372,0.32,Premium,D,SI1,61.3,60.0,589.0,4.41,4.43,2.71 +25166,2.01,Premium,J,VS2,60.4,59.0,13744.0,8.15,8.1,4.91 +48546,0.7,Good,F,SI1,63.5,59.0,1988.0,5.58,5.64,3.56 +35250,0.3,Ideal,E,VVS1,61.4,56.0,895.0,4.33,4.37,2.67 +42167,0.5,Ideal,F,SI1,59.9,57.0,1286.0,5.19,5.16,3.1 +9733,1.08,Very Good,E,SI2,60.2,58.0,4656.0,6.61,6.68,4.0 +22949,1.06,Ideal,F,IF,61.0,57.0,10995.0,6.55,6.64,4.02 +20873,1.14,Ideal,G,VS1,61.8,57.0,9090.0,6.67,6.7,4.12 +40477,0.52,Very Good,J,VS2,60.7,56.0,1141.0,5.19,5.23,3.16 +10959,1.02,Very Good,E,SI1,60.5,63.0,4901.0,6.54,6.48,3.94 +38324,0.4,Ideal,E,VS2,61.9,54.0,1020.0,4.74,4.73,2.93 +25344,2.0,Very Good,I,SI1,63.6,57.0,14057.0,7.9,7.99,5.05 +36148,0.33,Ideal,E,VS2,61.9,56.0,928.0,4.45,4.4,2.74 +19861,1.19,Ideal,F,VS2,62.0,57.0,8415.0,6.78,6.76,4.2 +18559,1.26,Very Good,H,VS2,63.8,52.0,7567.0,6.89,6.84,4.38 +53122,0.74,Premium,E,SI2,62.6,58.0,2617.0,5.77,5.73,3.6 +10545,1.1,Ideal,F,SI2,60.4,55.0,4809.0,6.73,6.77,4.08 +44847,0.52,Good,E,VS2,64.3,56.0,1625.0,5.02,5.14,3.27 +52820,0.72,Very Good,E,SI2,59.9,57.0,2573.0,5.85,5.9,3.52 +1211,0.71,Very Good,H,VVS1,62.7,59.0,2938.0,5.65,5.67,3.55 +19270,1.21,Ideal,G,VS2,61.9,55.0,7996.0,6.9,6.84,4.25 +15624,1.0,Fair,E,VS2,57.4,58.0,6268.0,6.57,6.64,3.79 +16690,0.31,Ideal,H,SI1,61.3,55.0,421.0,4.36,4.41,2.69 +26792,1.67,Ideal,G,VS1,61.5,55.0,16643.0,7.62,7.67,4.7 +12225,1.0,Premium,F,SI1,61.6,60.0,5197.0,6.31,6.41,3.9 +33920,0.47,Good,E,SI2,56.5,62.0,844.0,5.17,5.09,2.9 +39921,0.41,Ideal,D,VVS2,62.5,57.0,1105.0,4.72,4.75,2.96 +40332,0.5,Very Good,E,SI1,61.4,63.0,1128.0,5.06,5.1,3.12 +3997,0.9,Ideal,H,SI2,62.0,57.0,3516.0,6.19,6.17,3.83 +49465,1.0,Fair,I,I1,65.4,57.0,2112.0,6.28,6.2,4.08 +17986,1.07,Ideal,G,VS2,61.4,57.0,7275.0,6.56,6.63,4.05 +42928,0.57,Good,G,SI1,63.5,55.0,1364.0,5.28,5.3,3.36 +34825,0.3,Very Good,H,VVS1,63.4,57.0,878.0,4.31,4.27,2.72 +33856,0.3,Premium,E,VS2,59.2,59.0,844.0,4.41,4.37,2.6 +23273,1.61,Ideal,G,SI1,61.2,55.0,11294.0,7.62,7.57,4.65 +1490,0.72,Ideal,F,VS2,62.1,54.0,2989.0,5.76,5.8,3.59 +50314,0.71,Good,I,VS1,59.1,63.4,2239.0,5.76,5.81,3.42 +4667,1.13,Ideal,H,SI2,60.6,57.0,3670.0,6.79,6.77,4.11 +38380,0.39,Ideal,F,VS1,62.2,56.0,1024.0,4.7,4.63,2.9 +37070,0.55,Good,J,VS1,63.8,61.0,969.0,5.09,5.12,3.26 +3066,0.73,Premium,E,VS1,61.2,58.0,3311.0,5.83,5.77,3.55 +41172,0.4,Premium,G,VVS1,61.5,58.0,1200.0,4.74,4.69,2.9 +52677,0.7,Fair,D,SI1,66.2,57.0,2550.0,5.56,5.41,3.63 +34256,0.53,Ideal,J,SI2,61.9,54.0,856.0,5.2,5.23,3.23 +11669,1.1,Premium,H,SI1,60.4,60.0,5056.0,6.72,6.68,4.05 +36279,0.34,Very Good,E,SI2,62.9,56.0,477.0,4.45,4.48,2.81 +1978,0.7,Very Good,D,VS2,60.7,58.0,3092.0,5.7,5.73,3.47 +15428,1.04,Very Good,G,VS2,61.9,57.0,6177.0,6.46,6.5,4.01 +29374,0.31,Premium,E,SI1,59.1,59.0,698.0,4.44,4.42,2.62 +45694,0.7,Good,H,SI2,64.2,58.0,1697.0,5.56,5.6,3.58 +20554,1.05,Ideal,F,VVS2,61.9,57.0,8870.0,6.5,6.52,4.03 +30840,0.33,Ideal,H,VS1,61.7,54.0,743.0,4.47,4.45,2.75 +25862,2.01,Premium,G,SI2,59.4,62.0,14939.0,8.27,8.22,4.9 +52521,0.7,Ideal,F,SI1,61.8,56.0,2528.0,5.68,5.75,3.53 +33645,0.38,Very Good,G,VS1,61.9,56.0,833.0,4.63,4.68,2.88 +38795,0.31,Premium,G,VVS1,62.1,59.0,1046.0,4.39,4.34,2.71 +4146,0.92,Premium,I,SI1,58.8,59.0,3545.0,6.36,6.33,3.73 +27640,2.38,Premium,J,VS2,62.1,58.0,18559.0,8.54,8.49,5.29 +31516,0.34,Premium,E,SI1,60.3,57.0,765.0,4.56,4.53,2.74 +3460,0.9,Good,E,SI1,63.8,61.0,3391.0,6.05,6.08,3.87 +42291,0.32,Premium,H,VS2,61.0,60.0,505.0,4.35,4.41,2.67 +30195,0.42,Good,F,SI1,63.4,56.0,722.0,4.76,4.8,3.03 +2478,0.81,Premium,G,VS2,61.4,60.0,3193.0,6.02,5.99,3.69 +43176,0.64,Very Good,I,SI1,63.0,57.0,1390.0,5.47,5.52,3.46 +20166,1.01,Very Good,G,IF,62.8,57.0,8621.0,6.39,6.42,4.02 +4027,0.71,Good,D,VS1,59.2,56.0,3524.0,5.84,5.85,3.46 +20870,1.01,Very Good,E,VVS2,62.8,56.0,9089.0,6.34,6.39,4.0 +48583,0.54,Ideal,D,VS2,61.3,56.0,1993.0,5.26,5.22,3.21 +44252,0.51,Premium,D,SI1,62.3,61.0,1574.0,5.11,5.07,3.17 +47996,0.32,Premium,F,SI1,60.0,59.0,533.0,4.42,4.45,2.66 +51386,0.71,Ideal,I,VS1,62.3,59.0,2368.0,5.68,5.72,3.55 +13479,1.08,Ideal,F,SI1,62.7,57.0,5534.0,6.53,6.57,4.11 +53133,0.72,Ideal,D,SI2,61.8,56.0,2618.0,5.75,5.78,3.56 +5837,1.1,Premium,F,SI2,62.1,56.0,3918.0,6.68,6.56,4.12 +38471,0.32,Premium,D,VS1,60.5,59.0,1030.0,4.49,4.45,2.7 +19906,1.03,Ideal,G,VVS1,62.4,57.0,8454.0,6.39,6.47,4.01 +26622,1.71,Ideal,F,VS2,61.9,57.0,16384.0,7.73,7.62,4.75 +24061,1.5,Ideal,D,SI1,60.3,57.0,12206.0,7.37,7.4,4.45 +38489,0.42,Ideal,G,VVS2,62.6,55.0,1031.0,4.77,4.78,2.99 +5285,1.0,Good,F,SI2,64.1,58.0,3799.0,6.35,6.26,4.04 +10669,1.2,Premium,J,VS2,60.8,60.0,4839.0,6.85,6.89,4.18 +4002,0.94,Very Good,F,SI2,62.4,58.0,3518.0,6.17,6.23,3.87 +50914,0.72,Premium,F,SI1,62.6,59.0,2318.0,5.74,5.69,3.58 +19296,1.5,Very Good,J,VS1,62.2,58.0,8014.0,7.19,7.27,4.5 +7628,1.01,Fair,I,VS1,64.9,58.0,4263.0,6.17,6.22,4.02 +26466,2.0,Premium,H,SI2,62.8,56.0,16031.0,8.04,7.98,5.03 +44948,0.5,Good,D,VS2,63.4,56.0,1635.0,5.05,5.1,3.22 +24143,1.8,Good,F,SI2,57.9,58.0,12308.0,8.13,8.08,4.69 +39149,0.43,Ideal,E,VVS2,60.8,57.0,1062.0,4.87,4.9,2.97 +32944,0.34,Premium,I,SI1,60.0,58.0,459.0,4.51,4.55,2.72 +18288,1.01,Good,G,VVS2,63.1,56.0,7430.0,6.34,6.4,4.02 +15613,1.07,Very Good,H,VS1,62.5,56.0,6262.0,6.52,6.55,4.08 +27047,0.32,Very Good,H,VVS2,62.9,57.0,645.0,4.36,4.39,2.75 +32046,0.31,Good,F,VS1,63.9,55.0,779.0,4.3,4.27,2.74 +24978,1.52,Premium,G,VS2,62.0,58.0,13483.0,7.33,7.39,4.56 +17879,1.22,Ideal,E,SI1,61.7,56.0,7215.0,6.92,6.88,4.26 +5268,0.9,Good,E,SI1,63.9,57.0,3795.0,6.12,6.08,3.9 +29164,0.27,Good,D,VVS2,64.3,55.0,693.0,4.14,4.09,2.65 +15365,0.3,Good,G,VS1,63.6,55.0,605.0,4.27,4.31,2.73 +36992,0.54,Ideal,I,SI2,61.8,54.0,964.0,5.24,5.27,3.25 +27031,0.32,Ideal,G,VS1,61.7,55.0,645.0,4.39,4.43,2.72 +50304,0.32,Very Good,G,VS2,62.3,55.0,544.0,4.38,4.41,2.73 +45046,0.63,Very Good,H,VS2,61.2,59.2,1640.0,5.48,5.51,3.36 +39693,0.4,Ideal,F,VVS2,62.4,56.0,1088.0,4.72,4.74,2.95 +49635,0.32,Premium,I,SI1,59.9,61.0,540.0,4.47,4.44,2.67 +26421,1.72,Premium,G,VS2,61.1,58.0,15946.0,7.73,7.69,4.71 +44588,0.58,Ideal,D,SI2,60.9,56.0,1607.0,5.4,5.44,3.3 +40842,0.57,Very Good,I,SI1,61.8,57.0,1173.0,5.31,5.34,3.29 +10744,1.0,Very Good,F,SI1,61.4,62.0,4851.0,6.32,6.36,3.89 +2321,0.7,Ideal,H,IF,62.2,55.0,3167.0,5.68,5.71,3.54 +8499,1.1,Very Good,H,SI2,62.9,58.0,4422.0,6.53,6.56,4.12 +16185,1.0,Premium,F,VS2,62.6,60.0,6468.0,6.37,6.29,3.96 +11560,1.01,Premium,G,SI1,59.6,58.0,5034.0,6.61,6.54,3.92 +44064,0.55,Ideal,E,SI1,62.3,56.0,1551.0,5.23,5.26,3.27 +31166,0.41,Premium,E,SI1,60.1,60.0,755.0,4.79,4.83,2.89 +27795,0.37,Very Good,G,VS2,61.2,57.0,649.0,4.59,4.63,2.82 +32617,0.3,Very Good,H,VS2,62.6,57.0,457.0,4.25,4.28,2.67 +32336,0.36,Ideal,E,VS2,61.1,56.0,789.0,4.6,4.63,2.82 +37935,0.26,Very Good,G,VVS2,62.6,56.0,486.0,4.1,4.13,2.57 +19927,1.5,Very Good,I,SI1,60.7,58.0,8475.0,7.34,7.4,4.47 +15146,1.11,Good,D,SI1,57.8,61.0,6088.0,6.83,6.78,3.93 +27856,0.3,Ideal,F,VS1,61.6,54.7,652.0,4.33,4.34,2.67 +29970,0.31,Very Good,H,SI1,61.1,57.0,446.0,4.32,4.35,2.65 +36490,0.3,Ideal,E,IF,62.6,53.0,943.0,4.29,4.33,2.7 +13563,1.96,Fair,F,I1,66.6,60.0,5554.0,7.59,7.56,5.04 +46035,0.57,Premium,G,VS2,62.1,57.0,1728.0,5.3,5.27,3.28 +14977,1.1,Premium,G,VS2,60.3,57.0,6032.0,6.73,6.68,4.04 +53153,0.71,Good,G,VS2,64.2,58.0,2623.0,5.62,5.59,3.6 +33723,0.42,Very Good,D,SI2,63.2,57.0,838.0,4.77,4.75,3.01 +38401,0.35,Premium,H,VVS1,61.2,60.0,1024.0,4.54,4.51,2.77 +21394,1.51,Premium,H,SI1,62.0,58.0,9511.0,7.38,7.34,4.56 +40754,0.4,Premium,F,VVS2,60.8,59.0,1163.0,4.73,4.71,2.87 +46895,0.56,Ideal,F,VS2,62.6,55.0,1814.0,5.29,5.25,3.3 +25016,1.5,Fair,G,VVS2,64.8,56.0,13553.0,7.18,7.12,4.63 +22777,1.6,Ideal,E,SI2,62.7,53.9,10798.0,7.43,7.49,4.68 +4192,0.93,Very Good,I,VS1,62.5,58.0,3562.0,6.2,6.25,3.89 +14336,1.1,Premium,H,VS2,61.2,58.0,5805.0,6.75,6.64,4.1 +5220,0.91,Good,D,SI2,63.8,58.0,3781.0,6.09,6.04,3.87 +46867,0.53,Ideal,G,VS1,61.9,56.0,1813.0,5.2,5.17,3.21 +19319,1.41,Ideal,H,SI2,62.0,56.0,8030.0,7.17,7.24,4.47 +12596,1.0,Premium,D,SI2,60.9,59.0,5286.0,6.46,6.41,3.92 +51053,0.55,Premium,D,VVS2,58.7,57.0,2331.0,5.44,5.39,3.18 +46752,0.51,Good,G,VVS2,63.4,57.0,1800.0,5.06,5.09,3.22 +7561,1.1,Ideal,H,SI2,61.9,56.0,4250.0,6.65,6.63,4.11 +10854,1.03,Ideal,G,SI2,61.8,55.0,4873.0,6.5,6.52,4.02 +29830,0.43,Ideal,J,VVS2,61.8,55.0,710.0,4.89,4.91,3.03 +3731,0.36,Very Good,I,VS1,60.9,61.0,568.0,4.58,4.61,2.8 +19299,1.22,Ideal,H,VVS2,62.7,54.0,8014.0,6.77,6.83,4.27 +41927,0.4,Premium,F,VVS1,60.8,59.0,1263.0,4.74,4.76,2.89 +35873,0.41,Premium,E,VVS2,61.5,58.0,918.0,4.75,4.78,2.93 +3582,0.71,Ideal,E,VS2,62.0,55.0,3421.0,5.72,5.77,3.56 +43238,0.6,Very Good,G,SI1,63.3,58.0,1399.0,5.34,5.31,3.37 +28557,0.3,Premium,H,VS1,60.4,61.0,675.0,4.34,4.3,2.61 +36372,0.33,Ideal,D,VS2,60.9,56.0,940.0,4.49,4.51,2.74 +31741,0.35,Ideal,D,SI1,62.1,57.0,772.0,4.49,4.47,2.78 +19,0.3,Good,J,SI1,63.8,56.0,351.0,4.23,4.26,2.71 +35641,0.31,Premium,G,VVS2,60.0,62.0,907.0,4.44,4.4,2.65 +28009,0.3,Premium,E,VS2,62.5,59.0,658.0,4.27,4.3,2.68 +31879,0.3,Very Good,H,VVS2,63.4,57.0,776.0,4.24,4.21,2.68 +6791,0.7,Very Good,E,VVS1,61.9,58.0,4114.0,5.6,5.67,3.49 +21576,1.07,Very Good,D,VS1,59.9,55.0,9681.0,6.69,6.71,4.01 +36075,0.4,Very Good,D,SI1,63.5,55.0,924.0,4.72,4.67,2.98 +2933,0.71,Ideal,H,IF,61.6,55.0,3290.0,5.75,5.78,3.55 +15376,0.4,Ideal,J,VS1,61.3,56.0,606.0,4.77,4.79,2.93 +6003,1.01,Premium,H,SI2,62.5,58.0,3959.0,6.39,6.35,3.98 +2512,0.73,Very Good,F,VS1,62.0,57.0,3200.0,5.73,5.75,3.56 +37685,0.43,Premium,D,SI1,61.0,58.0,993.0,4.88,4.83,2.96 +10750,1.01,Ideal,H,SI1,62.7,56.0,4851.0,6.41,6.44,4.03 +25327,2.02,Ideal,I,SI2,60.9,60.0,14027.0,8.08,8.14,4.94 +13196,1.27,Very Good,J,VS2,61.8,60.0,5455.0,6.9,6.94,4.28 +3141,0.7,Ideal,E,SI1,61.9,56.0,3330.0,5.7,5.73,3.54 +2516,0.7,Ideal,E,VS2,60.5,59.0,3201.0,5.72,5.75,3.47 +38657,0.42,Ideal,D,SI1,61.9,57.0,1040.0,4.82,4.77,2.97 +27957,0.27,Ideal,I,VS1,61.9,55.0,432.0,4.16,4.18,2.58 +38286,0.28,Very Good,F,VS1,60.8,58.0,487.0,4.24,4.28,2.59 +28607,0.3,Premium,E,SI1,61.3,60.0,675.0,4.31,4.27,2.63 +11087,0.72,Ideal,E,VVS2,61.7,55.0,4927.0,5.76,5.78,3.56 +17815,1.01,Ideal,G,VS1,61.9,54.0,7179.0,6.44,6.48,4.0 +53656,0.76,Good,F,SI1,57.9,56.0,2706.0,6.08,6.0,3.5 +13238,1.05,Premium,H,VS2,62.7,59.0,5468.0,6.49,6.43,4.05 +50225,0.56,Ideal,G,VS1,61.0,56.0,2230.0,5.31,5.35,3.25 +50714,0.53,Ideal,G,IF,60.6,56.0,2293.0,5.27,5.33,3.21 +19076,1.27,Premium,H,VS2,61.1,58.0,7849.0,6.96,6.88,4.23 +35770,0.4,Premium,E,VS2,59.3,59.0,912.0,4.77,4.81,2.84 +27071,2.3,Ideal,I,SI1,62.2,60.0,17193.0,8.43,8.39,5.23 +5746,1.18,Very Good,E,I1,62.5,58.0,3894.0,6.62,6.75,4.18 +33931,0.33,Very Good,I,VS2,62.6,58.0,463.0,4.34,4.42,2.74 +23664,1.57,Premium,G,VS2,62.7,60.0,11711.0,7.46,7.38,4.65 +9158,0.9,Very Good,G,VS1,62.3,60.0,4540.0,6.0,6.08,3.76 +9482,1.01,Ideal,E,SI2,59.6,60.0,4604.0,6.52,6.6,3.91 +38004,0.43,Ideal,G,VS1,62.3,56.0,1008.0,4.85,4.82,3.01 +5626,1.0,Premium,J,VS2,60.7,58.0,3877.0,6.49,6.52,3.95 +41632,0.32,Very Good,H,SI2,63.2,55.0,504.0,4.36,4.34,2.75 +27087,1.7,Very Good,G,VS1,61.8,53.0,17219.0,7.63,7.67,4.73 +45685,0.55,Good,E,VS2,59.8,61.0,1695.0,5.29,5.32,3.17 +52710,0.74,Premium,F,SI1,62.7,59.0,2553.0,5.78,5.73,3.61 +7944,1.02,Ideal,F,SI2,62.4,57.0,4319.0,6.4,6.43,4.0 +24075,1.51,Ideal,H,VS2,62.4,56.0,12219.0,7.33,7.28,4.56 +31285,0.32,Ideal,G,SI2,61.8,55.0,450.0,4.4,4.43,2.73 +53240,0.7,Very Good,E,SI1,63.1,58.0,2643.0,5.61,5.64,3.55 +1217,0.8,Ideal,E,SI2,60.8,56.0,2939.0,6.02,6.01,3.66 +13903,1.05,Very Good,H,VS1,63.3,57.0,5657.0,6.45,6.4,4.07 +43573,0.41,Premium,E,VVS1,60.7,58.0,1431.0,4.86,4.8,2.93 +509,0.7,Premium,F,VS2,60.6,58.0,2822.0,5.8,5.72,3.49 +13233,1.07,Premium,H,SI1,63.0,57.0,5465.0,6.55,6.44,4.09 +44539,0.5,Very Good,E,VS1,63.9,55.0,1604.0,4.98,5.03,3.2 +16872,1.02,Very Good,E,VS2,58.4,57.0,6732.0,6.59,6.64,3.86 +33671,0.41,Good,G,SI1,64.3,54.0,836.0,4.72,4.68,3.02 +39876,0.37,Ideal,E,VVS1,61.5,56.0,1103.0,4.59,4.64,2.84 +24041,0.38,Very Good,D,SI2,59.2,61.0,633.0,4.67,4.72,2.78 +28583,0.3,Ideal,G,VS2,61.7,56.0,675.0,4.35,4.31,2.67 +3193,0.78,Ideal,G,VS2,61.1,56.0,3343.0,5.89,5.96,3.62 +39928,0.31,Ideal,E,VVS1,61.7,55.0,1105.0,4.38,4.4,2.71 +6228,1.02,Very Good,H,SI2,63.5,58.0,4004.0,6.34,6.38,4.04 +15335,1.36,Premium,J,VS2,58.4,59.0,6157.0,7.4,7.27,4.28 +51881,0.7,Good,H,VS2,62.2,61.6,2428.0,5.63,5.66,3.51 +38461,0.38,Very Good,D,VVS2,63.8,57.0,1030.0,4.57,4.61,2.93 +23136,2.0,Fair,G,SI2,65.1,54.0,11156.0,7.88,7.82,5.11 +13706,1.2,Good,J,VS1,64.1,57.0,5601.0,6.68,6.74,4.3 +45236,0.56,Ideal,G,VS2,61.4,56.0,1658.0,5.33,5.35,3.28 +15278,1.01,Ideal,E,SI1,61.1,55.0,6132.0,6.47,6.52,3.97 +22851,1.01,Ideal,E,VVS1,62.2,57.0,10887.0,6.38,6.44,3.99 +17266,1.01,Good,D,VS2,61.8,59.0,6912.0,6.28,6.35,3.9 +34497,0.32,Ideal,F,VVS1,61.7,55.0,867.0,4.38,4.43,2.72 +10113,1.04,Premium,F,SI2,60.2,58.0,4717.0,6.6,6.55,3.96 +15090,1.11,Ideal,G,SI1,60.8,57.0,6065.0,6.83,6.77,4.14 +7870,0.9,Very Good,G,VS2,63.1,56.0,4309.0,6.14,6.04,3.84 +49112,0.57,Ideal,F,VS1,61.4,55.0,2065.0,5.38,5.39,3.3 +26574,2.0,Very Good,H,SI1,60.9,58.0,16280.0,8.07,8.15,4.94 +43410,0.53,Ideal,D,SI2,61.4,56.0,1412.0,5.24,5.22,3.21 +36886,0.34,Ideal,F,VVS1,61.7,55.0,959.0,4.51,4.5,2.78 +21060,0.31,Good,G,VS1,63.1,59.0,625.0,4.27,4.29,2.7 +17947,1.5,Ideal,I,SI2,60.6,59.0,7253.0,7.37,7.48,4.5 +22519,1.31,Ideal,G,VS1,62.0,53.0,10556.0,7.06,7.07,4.37 +41193,0.48,Ideal,I,IF,61.4,55.0,1202.0,5.05,5.08,3.11 +4135,1.06,Ideal,F,I1,61.8,55.0,3544.0,6.55,6.58,4.06 +53367,0.77,Premium,G,SI1,61.6,59.0,2657.0,5.9,5.85,3.62 +34395,0.34,Ideal,G,VVS1,62.1,53.0,863.0,4.49,4.53,2.8 +51018,0.71,Very Good,I,VS1,63.3,56.0,2327.0,5.69,5.65,3.59 +48975,0.34,Good,H,VS2,63.3,56.0,537.0,4.39,4.45,2.8 +26888,2.18,Good,H,SI2,60.4,64.0,16842.0,8.47,8.38,5.09 +38431,0.38,Premium,F,VS2,60.5,59.0,1026.0,4.72,4.67,2.84 +14876,0.92,Ideal,G,VS2,62.0,57.0,5989.0,6.21,6.24,3.86 +50940,0.63,Ideal,G,VS2,61.9,58.0,2320.0,5.48,5.51,3.4 +34717,0.37,Premium,D,SI1,60.4,59.0,874.0,4.68,4.62,2.81 +22248,1.26,Premium,G,VVS2,62.7,58.0,10302.0,6.95,6.86,4.33 +51439,0.71,Very Good,E,SI2,61.9,63.0,2375.0,5.74,5.69,3.54 +27637,1.5,Very Good,F,IF,63.2,58.0,18552.0,7.2,7.32,4.59 +34064,0.36,Ideal,D,SI1,62.7,57.0,851.0,4.59,4.54,2.86 +34747,0.41,Premium,H,SI1,62.6,59.0,876.0,4.77,4.72,2.97 +31555,0.38,Ideal,I,VVS2,62.6,54.0,766.0,4.62,4.65,2.9 +13108,1.02,Ideal,G,SI1,62.1,55.0,5426.0,6.46,6.49,4.02 +5923,1.0,Good,G,SI2,64.0,55.0,3941.0,6.3,6.26,4.02 +32839,0.46,Ideal,G,SI2,61.1,57.0,807.0,4.97,5.01,3.05 +52431,0.7,Very Good,E,VS2,61.7,60.0,2513.0,5.67,5.7,3.51 +33369,0.41,Very Good,G,VS2,61.3,57.0,827.0,4.76,4.8,2.93 +38084,0.36,Ideal,F,VS1,61.9,56.0,1013.0,4.59,4.56,2.83 +1242,0.74,Very Good,H,VVS2,61.3,58.0,2944.0,5.8,5.85,3.57 +24138,1.5,Premium,G,VS2,61.2,61.0,12308.0,7.34,7.29,4.48 +52089,0.71,Ideal,E,SI2,61.9,56.0,2458.0,5.73,5.76,3.56 +45220,0.51,Ideal,E,VS2,62.4,57.0,1656.0,5.1,5.13,3.19 +10179,1.09,Ideal,G,SI2,61.7,57.0,4733.0,6.57,6.62,4.07 +25423,1.51,Very Good,F,VS2,61.1,59.0,14165.0,7.32,7.37,4.49 +24888,2.15,Premium,G,SI2,59.7,60.0,13317.0,8.4,8.37,5.01 +19837,1.01,Very Good,E,VVS2,61.6,58.0,8401.0,6.4,6.46,3.96 +53412,0.96,Premium,I,SI2,61.3,60.0,2669.0,6.45,6.25,3.9 +22203,1.35,Ideal,G,VS1,62.2,57.0,10244.0,7.09,7.05,4.4 +20892,1.04,Ideal,F,VVS2,62.2,56.0,9115.0,6.46,6.53,4.04 +31314,0.32,Ideal,D,VS2,62.1,54.0,758.0,4.4,4.46,2.75 +38907,0.33,Premium,E,VVS1,59.7,58.0,1052.0,4.52,4.49,2.69 +53039,0.53,Ideal,E,VVS1,62.1,55.0,2604.0,5.18,5.23,3.23 +32097,0.33,Ideal,D,VS2,61.9,57.0,781.0,4.42,4.47,2.75 +18664,1.08,Ideal,F,VS2,61.9,55.0,7629.0,6.58,6.61,4.09 +20836,1.01,Very Good,F,VVS2,61.1,58.0,9065.0,6.43,6.47,3.94 +18656,1.3,Premium,I,IF,61.8,58.0,7621.0,6.95,7.0,4.31 +44339,0.24,Very Good,D,VVS2,59.5,62.0,521.0,4.04,4.06,2.41 +25648,1.97,Premium,F,SI2,61.1,58.0,14542.0,8.11,8.05,4.94 +12254,1.06,Premium,H,VS2,60.8,59.0,5205.0,6.55,6.58,3.99 +16328,2.0,Fair,F,I1,66.1,57.0,6532.0,7.84,7.7,5.14 +45530,0.5,Premium,E,VS2,59.3,62.0,1684.0,5.25,5.18,3.09 +52293,0.25,Very Good,D,VVS2,62.0,61.0,548.0,3.99,4.04,2.49 +24369,0.31,Premium,E,VS1,61.0,60.0,636.0,4.35,4.37,2.66 +11021,1.2,Fair,H,SI2,64.8,60.0,4916.0,6.55,6.59,4.26 +22983,1.71,Premium,G,VS2,61.3,58.0,11032.0,7.64,7.6,4.67 +33911,0.3,Ideal,E,VS2,62.4,56.0,844.0,4.28,4.25,2.66 +51058,0.71,Ideal,F,SI2,59.3,57.0,2331.0,5.86,5.81,3.46 +6760,1.07,Premium,J,SI2,62.4,58.0,4105.0,6.54,6.47,4.06 +29328,0.31,Ideal,H,VS1,61.7,57.0,698.0,4.34,4.32,2.67 +36002,0.42,Ideal,G,VS1,62.7,54.0,921.0,4.8,4.83,3.02 +16762,1.01,Premium,F,VS2,60.3,59.0,6674.0,6.52,6.45,3.91 +11598,1.16,Very Good,D,SI2,62.5,60.0,5044.0,6.64,6.7,4.17 +23104,1.5,Fair,E,SI1,58.2,66.0,11128.0,7.45,7.4,4.32 +12980,1.25,Ideal,I,SI2,61.4,55.0,5395.0,6.92,6.99,4.27 +49503,0.76,Very Good,I,SI1,62.0,58.0,2120.0,5.84,5.9,3.64 +28318,0.3,Very Good,H,SI1,62.5,57.0,432.0,4.25,4.29,2.67 +27366,0.28,Very Good,E,VVS1,61.1,60.0,646.0,4.17,4.21,2.56 +35132,0.31,Ideal,F,IF,60.8,56.0,888.0,4.43,4.45,2.7 +24005,1.58,Ideal,H,VS2,61.4,56.0,12170.0,7.48,7.54,4.62 +7627,0.8,Very Good,E,VS2,61.6,57.0,4263.0,5.95,5.97,3.67 +41749,0.52,Good,G,SI1,63.3,55.0,1244.0,5.07,5.1,3.22 +26272,2.15,Premium,G,SI2,58.9,58.0,15751.0,8.46,8.41,4.97 +38752,0.35,Premium,G,IF,60.6,60.0,1044.0,4.54,4.57,2.76 +52410,0.71,Ideal,E,SI2,65.5,55.0,2511.0,5.62,5.56,3.66 +18913,1.1,Premium,F,VS1,60.9,61.0,7762.0,6.7,6.64,4.06 +36807,0.3,Ideal,G,IF,60.9,57.0,956.0,4.32,4.29,2.62 +18456,1.01,Premium,D,VS2,60.0,59.0,7508.0,6.53,6.48,3.9 +24720,0.31,Ideal,F,VS2,61.1,56.0,640.0,4.35,4.39,2.67 +3784,0.96,Ideal,I,VS2,59.8,57.0,3462.0,6.42,6.39,3.83 +1142,0.71,Very Good,E,VS2,63.7,58.0,2922.0,5.6,5.64,3.58 +27652,1.7,Premium,F,VS1,60.6,58.0,18598.0,7.71,7.68,4.66 +24737,1.56,Premium,G,VS1,60.2,60.0,13079.0,7.47,7.52,4.51 +44142,0.51,Ideal,F,VS2,62.7,57.0,1562.0,5.11,5.06,3.19 +13757,1.2,Very Good,G,SI1,63.0,57.0,5607.0,6.7,6.75,4.24 +32007,0.44,Good,D,SI1,58.8,62.0,777.0,4.97,5.0,2.93 +49191,0.71,Very Good,H,SI1,62.4,58.0,2076.0,5.67,5.7,3.55 +40175,0.55,Ideal,G,SI2,62.1,56.0,1117.0,5.25,5.22,3.25 +21786,1.53,Ideal,I,VS2,61.8,57.0,9853.0,7.44,7.39,4.58 +41410,0.56,Premium,F,SI2,59.1,58.0,1225.0,5.44,5.38,3.2 +19537,1.03,Ideal,F,VS1,62.1,55.0,8169.0,6.47,6.5,4.03 +32804,0.34,Ideal,E,VS1,62.4,55.0,805.0,4.44,4.47,2.78 +43017,0.5,Ideal,H,VS1,62.6,53.0,1370.0,5.09,5.14,3.2 +48398,0.64,Ideal,D,SI1,62.1,56.0,1967.0,5.5,5.55,3.43 +39445,0.41,Ideal,E,VS1,61.4,55.0,1076.0,4.84,4.8,2.96 +29049,0.4,Very Good,E,SI1,62.9,59.0,687.0,4.69,4.72,2.96 +16332,1.01,Premium,F,VS2,62.2,60.0,6533.0,6.4,6.37,3.97 +19696,0.4,Ideal,I,SI1,62.3,55.0,624.0,4.72,4.75,2.95 +12796,0.9,Ideal,E,VS1,61.3,57.0,5335.0,6.2,6.24,3.81 +47869,0.52,Ideal,G,VVS2,59.8,57.0,1911.0,5.24,5.26,3.14 +35485,0.43,Good,G,SI1,63.6,55.0,903.0,4.83,4.79,3.06 +9755,0.94,Premium,E,SI1,62.0,58.0,4661.0,6.24,6.27,3.88 +18191,1.04,Ideal,G,VS1,61.2,58.0,7375.0,6.5,6.53,3.99 +48135,0.6,Very Good,F,VS2,59.5,57.8,1940.0,5.48,5.56,3.28 +8947,0.9,Very Good,F,SI1,59.1,59.0,4498.0,6.3,6.35,3.74 +7668,0.83,Ideal,E,VS2,61.3,56.0,4271.0,6.06,6.08,3.72 +28876,0.31,Ideal,D,SI1,62.0,56.0,684.0,4.39,4.35,2.71 +53845,0.74,Very Good,D,SI2,61.5,59.0,2740.0,5.79,5.82,3.57 +50275,0.7,Good,E,SI1,61.9,58.0,2239.0,5.63,5.67,3.5 +5350,0.9,Fair,D,SI1,60.4,61.0,3812.0,6.24,6.22,3.76 +8569,0.9,Premium,E,VS2,61.4,57.0,4435.0,6.19,6.16,3.79 +36710,0.46,Ideal,F,SI1,62.5,56.0,953.0,4.92,4.94,3.08 +10193,1.0,Very Good,I,VS2,64.0,54.0,4739.0,6.28,6.34,4.04 +39474,0.41,Premium,E,VS1,61.2,58.0,1079.0,4.76,4.78,2.92 +51931,0.72,Very Good,F,SI1,62.6,55.0,2440.0,5.71,5.76,3.59 +26131,2.14,Premium,I,VS2,59.3,59.0,15418.0,8.39,8.43,5.0 +2127,0.9,Premium,I,SI1,62.1,59.0,3121.0,6.19,6.15,3.83 +44476,0.51,Ideal,F,VS2,62.0,56.0,1595.0,5.11,5.14,3.18 +13906,1.07,Very Good,H,VS1,62.5,56.0,5661.0,6.52,6.6,4.1 +227,0.7,Premium,D,SI1,62.8,60.0,2782.0,5.68,5.66,3.56 +17388,0.32,Premium,G,SI1,60.9,58.0,612.0,4.44,4.39,2.69 +52898,0.81,Premium,H,SI1,59.1,57.0,2585.0,6.16,6.09,3.62 +41456,0.52,Good,E,SI2,63.7,56.0,1229.0,5.15,5.12,3.27 +6538,1.1,Ideal,E,SI2,59.4,54.0,4071.0,6.79,6.74,4.02 +16744,1.2,Premium,H,VS2,60.6,58.0,6666.0,6.88,6.82,4.15 +48798,0.71,Ideal,G,SI2,62.2,56.0,2023.0,5.7,5.74,3.56 +9739,0.9,Premium,H,VVS2,62.4,58.0,4657.0,6.15,6.12,3.83 +15510,1.01,Very Good,G,VS2,60.2,58.0,6213.0,6.51,6.54,3.93 +3239,0.94,Fair,H,SI2,66.0,50.1,3353.0,6.13,6.17,4.06 +30803,0.31,Good,F,VVS1,63.6,61.0,742.0,4.21,4.25,2.69 +42919,0.53,Good,F,SI1,63.8,56.0,1363.0,5.16,5.13,3.28 +5644,0.9,Very Good,D,SI1,62.1,60.0,3880.0,6.14,6.2,3.83 +46072,0.63,Premium,F,SI1,60.9,56.0,1736.0,5.58,5.56,3.39 +29202,0.33,Very Good,I,IF,62.0,58.0,694.0,4.44,4.46,2.76 +50936,0.57,Ideal,E,VS2,61.0,54.0,2319.0,5.43,5.39,3.3 +50095,0.61,Premium,D,VS1,62.4,57.0,2207.0,5.46,5.44,3.4 +50826,0.67,Very Good,F,VS2,59.4,59.5,2309.0,5.7,5.76,3.4 +10130,1.32,Premium,I,VS1,62.4,58.0,4719.0,7.01,6.96,4.36 +48012,0.51,Ideal,H,IF,62.6,56.0,1920.0,5.1,5.13,3.2 +14818,1.0,Very Good,G,VS2,63.5,59.0,5967.0,6.33,6.23,3.99 +29680,0.41,Ideal,J,VS1,62.8,56.0,707.0,4.73,4.79,2.99 +16254,1.01,Very Good,E,SI1,63.4,55.0,6501.0,6.38,6.42,4.06 +13377,0.26,Very Good,D,VS2,59.6,63.0,420.0,4.13,4.16,2.47 +52680,0.59,Ideal,F,VVS2,61.7,56.0,2551.0,5.38,5.41,3.33 +41323,0.65,Ideal,J,SI1,62.1,54.0,1214.0,5.56,5.59,3.46 +42359,0.5,Very Good,H,VS2,62.3,58.0,1302.0,5.05,5.12,3.17 +37354,0.4,Very Good,F,VS1,62.5,57.0,982.0,4.69,4.72,2.94 +28055,0.32,Ideal,F,VS2,61.4,57.0,660.0,4.4,4.43,2.71 +2812,0.7,Premium,E,VVS1,61.7,59.0,3265.0,5.67,5.71,3.51 +16325,1.08,Premium,G,VS1,61.5,61.0,6532.0,6.62,6.55,4.05 +21597,1.13,Premium,G,IF,61.2,59.0,9698.0,6.78,6.71,4.13 +19655,1.19,Ideal,F,VS2,62.0,57.0,8265.0,6.76,6.78,4.2 +3303,0.8,Premium,F,VS2,62.0,61.0,3369.0,5.99,5.91,3.69 +21443,1.06,Ideal,F,VVS2,61.3,57.0,9547.0,6.56,6.59,4.03 +21858,1.0,Premium,D,VVS2,59.9,61.0,9918.0,6.5,6.42,3.87 +8054,0.23,Very Good,F,VVS2,61.6,57.0,583.0,3.96,3.99,2.45 +35130,0.36,Ideal,G,VVS2,61.8,55.0,888.0,4.57,4.62,2.84 +2570,0.73,Premium,F,VS1,60.7,61.0,3211.0,5.79,5.75,3.5 +22668,2.01,Fair,I,SI2,66.9,58.0,10711.0,7.93,7.69,5.21 +27706,0.36,Ideal,I,VS2,61.8,55.0,648.0,4.61,4.58,2.84 +2701,0.31,Ideal,G,VS2,62.2,54.0,562.0,4.38,4.4,2.73 +40136,0.41,Ideal,H,VVS1,62.2,57.0,1115.0,4.78,4.74,2.96 +36452,0.31,Ideal,D,VS2,62.0,55.0,942.0,4.35,4.33,2.69 +22660,1.21,Premium,D,VS1,62.6,56.0,10706.0,6.83,6.74,4.25 +9311,1.0,Very Good,E,SI2,60.6,60.0,4576.0,6.33,6.4,3.86 +39781,0.36,Ideal,D,VS2,61.7,55.0,1094.0,4.6,4.58,2.83 +46141,0.57,Premium,F,SI2,62.1,59.0,1746.0,5.33,5.29,3.3 +43722,0.51,Ideal,H,VS1,62.7,57.0,1438.0,5.08,5.13,3.2 +41206,0.53,Ideal,H,SI1,62.0,54.0,1205.0,5.17,5.22,3.22 +43826,0.51,Premium,E,SI1,58.8,58.0,1443.0,5.28,5.23,3.09 +32497,0.3,Premium,H,VVS1,60.7,58.0,796.0,4.38,4.35,2.65 +46632,0.3,Very Good,E,SI1,62.9,56.0,526.0,4.25,4.3,2.69 +15958,1.46,Premium,J,SI2,60.1,58.0,6387.0,7.43,7.34,4.44 +19681,0.4,Ideal,D,SI2,61.3,56.0,622.0,4.72,4.77,2.91 +10209,1.04,Premium,G,SI1,60.6,61.0,4742.0,6.63,6.59,4.0 +14071,1.04,Premium,D,SI1,61.5,58.0,5708.0,6.53,6.48,4.0 +52742,0.81,Premium,E,SI2,59.9,61.0,2559.0,6.08,6.05,3.63 +7896,1.1,Premium,I,SI1,60.4,61.0,4312.0,6.73,6.69,4.05 +48989,0.36,Ideal,H,SI1,61.7,54.0,538.0,4.56,4.62,2.83 +2019,0.7,Premium,F,VVS2,62.6,59.0,3105.0,5.66,5.62,3.53 +6576,1.12,Premium,I,SI1,61.3,58.0,4077.0,6.69,6.68,4.1 +53214,0.7,Ideal,F,SI1,61.8,54.0,2635.0,5.71,5.75,3.54 +9818,1.03,Good,D,SI2,59.3,58.0,4671.0,6.57,6.61,3.91 +22004,1.31,Ideal,G,VS1,61.5,57.0,10071.0,7.06,7.02,4.33 +9858,1.02,Premium,F,SI1,63.0,58.0,4678.0,6.4,6.36,4.02 +35978,0.35,Very Good,G,VVS1,59.3,61.0,921.0,4.58,4.62,2.73 +39843,0.54,Very Good,H,SI2,62.7,59.0,1099.0,5.17,5.2,3.25 +53902,0.57,Premium,E,VS1,61.6,58.0,2753.0,5.36,5.33,3.29 +46476,0.53,Ideal,E,VS2,62.8,57.0,1776.0,5.19,5.16,3.25 +35793,0.32,Ideal,F,VVS1,62.6,56.0,913.0,4.37,4.41,2.75 +51533,0.71,Ideal,G,SI1,62.4,56.0,2386.0,5.74,5.71,3.57 +12414,1.12,Very Good,H,SI1,62.3,55.0,5236.0,6.64,6.69,4.15 +17320,1.25,Ideal,H,VS2,60.0,56.0,6944.0,7.04,6.99,4.21 +15400,1.06,Very Good,E,SI1,59.8,56.0,6169.0,6.63,6.67,3.98 +14992,1.23,Very Good,H,VS2,58.5,62.0,6039.0,6.98,7.0,4.09 +18682,1.11,Ideal,G,VS1,61.5,58.0,7639.0,6.7,6.66,4.11 +40282,0.3,Ideal,I,VVS2,62.2,56.0,495.0,4.25,4.3,2.66 +49462,0.71,Fair,H,SI1,65.1,56.0,2112.0,5.63,5.55,3.64 +1724,0.32,Premium,H,VS1,62.3,58.0,561.0,4.34,4.39,2.72 +9651,1.12,Premium,I,SI1,62.0,56.0,4641.0,6.73,6.65,4.15 +48539,0.5,Premium,G,VVS1,61.3,57.0,1987.0,5.15,5.07,3.13 +31152,0.41,Good,E,SI1,63.3,57.0,755.0,4.73,4.75,3.0 +43041,0.5,Premium,E,SI1,63.0,61.0,1374.0,5.07,5.03,3.18 +43473,0.59,Ideal,D,SI2,61.1,56.0,1419.0,5.4,5.44,3.31 +34419,0.3,Ideal,G,IF,60.9,58.0,863.0,4.32,4.35,2.64 +39955,0.33,Ideal,D,SI2,60.9,56.0,492.0,4.45,4.48,2.72 +35040,0.44,Ideal,D,SI1,62.4,57.0,883.0,4.86,4.89,3.04 +52130,0.75,Very Good,G,VS2,63.3,58.0,2467.0,5.78,5.75,3.65 +49581,0.55,Ideal,D,VS2,61.7,55.0,2133.0,5.27,5.29,3.26 +23812,1.55,Premium,E,SI1,60.1,58.0,11871.0,7.55,7.5,4.52 +25097,1.51,Very Good,E,VS2,62.4,58.0,13623.0,7.26,7.33,4.55 +38910,0.33,Ideal,E,VVS1,60.9,56.0,1052.0,4.48,4.46,2.72 +34161,0.33,Premium,G,VS1,60.5,58.0,854.0,4.49,4.43,2.7 +3000,0.9,Good,G,SI2,63.8,56.0,3303.0,6.13,6.16,3.92 +10849,1.01,Ideal,D,SI2,62.6,56.0,4872.0,6.4,6.34,3.99 +51478,0.75,Ideal,G,SI2,62.5,55.0,2378.0,5.82,5.77,3.62 +8845,1.0,Premium,F,SI2,58.2,59.0,4480.0,6.51,6.49,3.78 +43567,0.51,Ideal,D,SI1,61.5,56.0,1431.0,5.15,5.16,3.17 +17346,1.08,Ideal,H,VVS1,62.5,54.0,6961.0,6.56,6.58,4.1 +27397,2.39,Ideal,I,VS2,62.2,55.0,17955.0,8.58,8.56,5.33 +49877,0.7,Premium,H,SI1,60.9,62.0,2176.0,5.72,5.67,3.47 +43422,0.57,Premium,E,SI2,61.2,57.0,1414.0,5.35,5.31,3.26 +8680,1.01,Good,D,SI2,63.5,61.0,4457.0,6.33,6.37,4.03 +48842,0.55,Ideal,D,VS2,62.3,55.0,2030.0,5.29,5.24,3.28 +12723,1.02,Premium,H,VS2,61.2,58.0,5312.0,6.5,6.47,3.97 +1999,0.9,Very Good,I,SI2,60.4,58.0,3099.0,6.25,6.31,3.79 +48825,0.71,Good,I,VS2,64.2,58.0,2028.0,5.52,5.57,3.56 +19305,1.13,Premium,G,VVS2,61.4,58.0,8019.0,6.73,6.68,4.12 +44999,0.31,Very Good,I,SI1,63.5,56.0,523.0,4.32,4.28,2.73 +48211,0.56,Ideal,G,VVS2,62.0,54.0,1949.0,5.28,5.32,3.29 +39510,0.32,Ideal,F,IF,62.2,55.0,1080.0,4.4,4.38,2.73 +49957,0.3,Very Good,H,SI1,63.4,57.0,540.0,4.31,4.27,2.72 +43790,0.56,Premium,G,SI1,60.2,59.0,1441.0,5.36,5.34,3.22 +38112,0.36,Ideal,E,VS2,62.8,56.0,1013.0,4.54,4.51,2.84 +36410,0.31,Ideal,E,VS1,61.8,56.0,942.0,4.34,4.33,2.68 +22342,1.27,Premium,G,VVS2,61.0,58.0,10389.0,7.01,6.96,4.26 +27372,0.31,Ideal,G,VVS2,62.2,53.0,647.0,4.36,4.39,2.72 +24528,1.66,Very Good,E,SI1,61.7,58.0,12818.0,7.52,7.59,4.66 +23890,2.4,Ideal,I,SI2,62.8,57.0,11988.0,8.52,8.49,5.34 +2890,0.9,Good,H,SI1,66.1,57.0,3282.0,5.94,5.99,3.94 +21661,1.5,Very Good,I,VS1,60.4,59.0,9759.0,7.35,7.42,4.46 +9134,1.0,Premium,H,VS2,61.9,61.0,4536.0,6.37,6.23,3.9 +17622,1.15,Ideal,I,VS1,61.7,56.0,7096.0,6.73,6.76,4.16 +24694,0.41,Good,E,SI2,63.3,56.0,638.0,4.69,4.73,2.98 +42046,0.51,Ideal,E,SI2,58.3,62.0,1268.0,5.2,5.19,3.04 +26011,0.35,Ideal,D,SI1,62.3,55.0,644.0,4.52,4.56,2.83 +47482,0.65,Ideal,E,SI1,61.8,55.0,1862.0,5.57,5.6,3.45 +46000,0.7,Premium,I,SI2,62.1,60.0,1724.0,5.65,5.62,3.5 +19884,1.23,Premium,G,VS2,62.0,59.0,8431.0,6.87,6.8,4.24 +1687,0.55,Ideal,F,VVS1,61.2,54.0,3032.0,5.35,5.3,3.26 +17353,1.33,Premium,I,VS1,61.5,58.0,6963.0,7.02,7.06,4.33 +24430,1.7,Premium,G,VS2,61.4,58.0,12681.0,7.67,7.63,4.7 +46268,0.54,Ideal,E,VS2,62.2,55.0,1754.0,5.21,5.24,3.25 +37734,0.51,Fair,J,VS2,65.3,55.0,996.0,4.97,4.96,3.24 +47926,0.56,Premium,G,VS1,62.4,58.0,1915.0,5.3,5.22,3.28 +12327,0.91,Good,F,VVS2,62.6,61.0,5225.0,6.12,6.19,3.85 +45525,0.54,Premium,G,VS1,61.1,59.0,1684.0,5.2,5.24,3.19 +10732,0.33,Premium,I,VS2,61.0,61.0,594.0,4.46,4.43,2.71 +20860,1.26,Ideal,G,VS1,61.6,56.0,9078.0,6.96,7.03,4.31 +21232,1.11,Premium,F,VVS2,59.2,59.0,9377.0,6.79,6.82,4.03 +10481,0.91,Very Good,E,VS2,59.4,59.0,4795.0,6.3,6.36,3.76 +25524,1.51,Very Good,E,VS2,60.8,60.0,14338.0,7.3,7.36,4.46 +16045,0.3,Premium,H,VS2,61.8,60.0,608.0,4.31,4.26,2.65 +35312,0.36,Ideal,F,VVS2,62.4,55.0,896.0,4.54,4.57,2.84 +51221,0.7,Premium,I,VVS2,60.1,59.0,2352.0,5.8,5.72,3.46 +38776,0.31,Premium,E,VVS2,60.4,59.0,1046.0,4.37,4.34,2.63 +27721,2.02,Very Good,E,SI1,59.8,59.0,18731.0,8.11,8.2,4.88 +49600,0.71,Premium,F,SI2,60.2,60.0,2137.0,5.8,5.77,3.48 +37647,0.44,Premium,G,SI1,60.1,60.0,990.0,4.95,4.86,2.95 +48787,0.53,Ideal,D,SI1,61.5,55.0,2021.0,5.19,5.22,3.2 +6846,0.9,Good,G,VS2,64.9,61.0,4124.0,5.91,5.99,3.86 +48916,0.63,Ideal,D,SI1,62.8,57.0,2041.0,5.49,5.46,3.44 +20635,1.28,Ideal,H,VVS1,61.3,55.0,8928.0,7.01,7.06,4.31 +8172,1.01,Very Good,E,SI2,63.5,55.0,4363.0,6.32,6.38,4.03 +37333,0.43,Ideal,E,VS2,62.1,56.0,981.0,4.83,4.87,3.01 +10836,1.09,Premium,H,SI1,61.8,58.0,4871.0,6.63,6.58,4.08 +29895,0.3,Premium,D,VS2,60.4,59.0,710.0,4.32,4.35,2.62 +7350,0.96,Ideal,H,SI2,62.1,57.0,4213.0,6.3,6.35,3.93 +8019,1.01,Premium,E,SI1,61.7,56.0,4330.0,6.44,6.39,3.96 +8309,1.0,Good,H,SI1,62.7,60.0,4389.0,6.24,6.3,3.93 +22601,1.51,Premium,G,SI1,60.4,58.0,10655.0,7.46,7.38,4.48 +38577,0.4,Premium,G,VS2,62.8,61.0,1035.0,4.67,4.63,2.92 +523,0.83,Premium,H,SI1,60.0,59.0,2825.0,6.08,6.05,3.64 +34839,0.3,Premium,G,VVS2,60.6,58.0,878.0,4.36,4.35,2.64 +39598,0.34,Ideal,E,VVS1,62.3,56.0,1084.0,4.48,4.45,2.78 +21668,1.55,Premium,H,SI1,60.7,58.0,9763.0,7.5,7.46,4.54 +39609,0.35,Very Good,H,SI1,60.0,61.0,491.0,4.57,4.6,2.75 +23488,1.5,Premium,D,SI1,60.5,59.0,11489.0,7.44,7.39,4.49 +46285,0.56,Premium,E,SI1,61.5,60.0,1755.0,5.27,5.3,3.25 +20953,1.07,Ideal,G,VVS2,61.9,56.0,9169.0,6.6,6.62,4.09 +30596,0.31,Ideal,D,VS2,62.5,57.0,734.0,4.31,4.36,2.71 +53080,0.59,Ideal,G,IF,62.5,57.0,2611.0,5.34,5.38,3.35 +38162,0.34,Ideal,E,VVS1,62.3,56.0,1014.0,4.45,4.48,2.78 +3856,0.72,Ideal,G,VS1,61.2,57.0,3478.0,5.76,5.79,3.53 +14483,1.03,Premium,H,VS1,61.2,58.0,5849.0,6.55,6.52,4.0 +7364,1.0,Good,D,SI2,63.5,59.0,4218.0,6.32,6.35,4.02 +41104,0.44,Very Good,H,IF,61.1,57.0,1194.0,4.91,4.94,3.01 +49903,0.71,Ideal,I,SI1,61.9,56.0,2178.0,5.7,5.73,3.54 +40319,0.5,Premium,F,SI2,59.9,60.0,1125.0,5.22,5.16,3.11 +26951,2.01,Premium,G,SI2,59.9,62.0,17014.0,8.15,8.04,4.85 +31797,0.42,Very Good,E,SI1,62.7,57.0,773.0,4.77,4.83,3.01 +11665,1.12,Premium,H,VS1,59.6,57.0,5055.0,6.82,6.77,4.05 +25268,2.28,Ideal,G,SI2,61.6,57.0,13907.0,8.44,8.37,5.18 +25249,1.76,Premium,D,SI2,59.6,58.0,13867.0,7.9,7.86,4.7 +45547,0.51,Premium,D,SI1,60.3,59.0,1687.0,5.22,5.2,3.14 +49550,0.59,Ideal,G,VS1,61.3,55.0,2129.0,5.42,5.44,3.33 +23359,0.3,Ideal,G,SI1,62.2,55.0,422.0,4.27,4.32,2.67 +33203,0.37,Very Good,D,VS1,61.1,58.0,820.0,4.66,4.7,2.86 +3517,0.71,Ideal,F,VS1,61.1,56.0,3404.0,5.75,5.78,3.52 +25967,1.51,Fair,D,VS2,66.0,57.0,15152.0,7.17,7.08,4.7 +30685,0.4,Premium,E,SI1,62.2,58.0,737.0,4.71,4.74,2.94 +41175,0.4,Ideal,G,VVS1,61.6,57.0,1200.0,4.76,4.75,2.93 +46005,0.57,Ideal,H,VS2,61.7,55.0,1725.0,5.37,5.34,3.3 +51745,0.56,Ideal,E,VVS2,61.0,56.0,2404.0,5.32,5.36,3.26 +19190,1.42,Ideal,J,VS2,61.7,56.0,7942.0,7.22,7.27,4.47 +37998,0.43,Ideal,G,VS1,61.9,55.0,1008.0,4.86,4.84,3.0 +49603,0.53,Ideal,G,IF,62.7,56.0,2137.0,5.23,5.13,3.25 +14993,1.01,Ideal,F,SI1,62.7,54.0,6039.0,6.38,6.44,4.02 +23733,1.7,Premium,I,VVS2,62.1,59.0,11775.0,7.6,7.53,4.7 +47729,0.58,Ideal,D,VS2,61.2,54.0,1889.0,5.4,5.42,3.31 +51913,0.71,Good,D,SI2,63.3,55.0,2436.0,5.65,5.72,3.6 +4601,1.01,Premium,J,SI2,61.9,59.0,3658.0,6.38,6.34,3.94 +53430,0.7,Ideal,F,SI1,60.7,57.0,2671.0,5.78,5.82,3.52 +39251,0.41,Ideal,G,VVS1,62.5,53.0,1068.0,4.76,4.78,2.98 +48658,0.34,Premium,H,VS2,60.2,60.0,537.0,4.51,4.56,2.73 +5456,1.04,Premium,H,SI2,62.1,58.0,3832.0,6.5,6.52,4.04 +49880,0.7,Fair,H,SI1,64.5,59.0,2176.0,5.54,5.51,3.56 +33154,0.31,Premium,G,VVS1,59.5,60.0,816.0,4.39,4.41,2.62 +9485,1.02,Very Good,H,VS2,63.3,55.0,4604.0,6.4,6.33,4.03 +10956,1.03,Premium,G,SI1,58.2,59.0,4900.0,6.7,6.64,3.88 +37025,0.33,Ideal,G,VVS2,62.5,54.0,965.0,4.45,4.41,2.77 +5136,1.0,Good,I,VS1,64.0,53.0,3763.0,6.34,6.28,4.04 +27572,2.01,Ideal,F,SI2,61.7,56.0,18394.0,8.12,8.16,5.02 +12433,1.0,Premium,G,VS2,62.1,58.0,5242.0,6.43,6.39,3.98 +53359,0.7,Very Good,G,VS2,63.3,56.0,2657.0,5.63,5.59,3.55 +40897,0.44,Ideal,H,IF,61.4,55.0,1177.0,4.92,4.95,3.03 +175,0.7,Ideal,E,SI1,62.7,55.0,2774.0,5.68,5.74,3.58 +51049,0.73,Fair,I,VS1,55.9,66.0,2330.0,6.11,6.01,3.39 +24885,1.54,Premium,D,SI1,63.0,59.0,13316.0,7.35,7.31,4.62 +1075,0.31,Premium,H,SI1,61.0,61.0,558.0,4.39,4.33,2.66 +29803,0.3,Premium,D,SI1,62.2,58.0,709.0,4.31,4.28,2.67 +840,0.96,Fair,F,SI2,68.2,61.0,2867.0,6.07,5.88,4.1 +22929,1.02,Very Good,F,IF,62.5,58.0,10967.0,6.39,6.54,4.04 +36103,0.4,Ideal,G,SI2,62.1,55.0,926.0,4.73,4.74,2.94 +41098,0.58,Ideal,I,SI1,61.4,55.0,1193.0,5.37,5.42,3.31 +27864,0.31,Good,D,VS1,61.7,61.0,653.0,4.32,4.34,2.67 +25504,1.51,Premium,F,VS2,62.5,58.0,14294.0,7.33,7.22,4.55 +176,0.83,Good,I,VS2,64.6,54.0,2774.0,5.85,5.88,3.79 +30235,0.33,Ideal,E,VS2,60.8,57.0,723.0,4.45,4.47,2.71 +6684,0.9,Ideal,H,SI2,61.9,55.0,4101.0,6.21,6.19,3.84 +47442,0.7,Very Good,I,SI1,61.6,63.0,1856.0,5.68,5.59,3.47 +23678,1.22,Premium,F,VVS1,61.9,58.0,11723.0,6.81,6.85,4.23 +43787,0.56,Ideal,F,SI1,61.4,57.0,1441.0,5.3,5.28,3.25 +46524,0.51,Premium,G,VS1,61.1,58.0,1781.0,5.19,5.12,3.15 +20228,1.02,Ideal,D,VS1,62.0,56.0,8658.0,6.46,6.5,4.02 +46139,0.5,Ideal,E,VS1,62.7,57.0,1745.0,5.04,5.11,3.18 +1400,0.32,Ideal,G,VS1,62.3,55.0,559.0,4.39,4.41,2.74 +49972,0.29,Very Good,H,VVS2,61.2,56.0,541.0,4.26,4.29,2.61 +2271,0.7,Ideal,F,VS1,61.2,58.0,3154.0,5.7,5.73,3.5 +34357,0.3,Very Good,D,VS1,62.0,55.0,863.0,4.31,4.35,2.68 +48368,0.56,Ideal,D,VS2,61.5,57.0,1963.0,5.28,5.33,3.26 +9025,1.04,Ideal,H,SI1,62.7,54.0,4515.0,6.51,6.47,4.07 +26668,1.52,Ideal,G,VVS1,61.4,57.0,16492.0,7.4,7.38,4.54 +46140,0.56,Ideal,D,SI1,61.9,56.0,1745.0,5.24,5.29,3.26 +32179,0.39,Good,G,VS2,63.4,57.0,787.0,4.63,4.67,2.95 +32192,0.35,Premium,H,VS1,62.6,59.0,788.0,4.5,4.45,2.8 +45210,0.51,Ideal,E,VS2,62.5,55.0,1656.0,5.08,5.13,3.19 +42221,0.42,Ideal,G,IF,62.2,54.0,1289.0,4.81,4.84,3.0 +53195,0.7,Ideal,E,VS2,61.4,57.0,2633.0,5.76,5.8,3.55 +22689,0.36,Premium,F,VS2,62.0,59.0,629.0,4.51,4.56,2.81 +39895,0.42,Premium,F,VS1,60.9,59.0,1103.0,4.85,4.8,2.94 +14949,1.01,Ideal,G,VS2,62.5,57.0,6019.0,6.43,6.4,4.01 +3292,0.75,Very Good,E,VS2,62.3,56.0,3365.0,5.79,5.84,3.62 +23348,0.3,Ideal,G,SI2,62.0,55.0,422.0,4.28,4.33,2.67 +48477,0.58,Very Good,H,VVS1,63.3,55.0,1979.0,5.27,5.31,3.35 +26453,1.74,Ideal,E,SI1,62.2,56.0,15992.0,7.72,7.67,4.79 +6172,0.9,Premium,F,SI1,62.8,59.0,3992.0,6.16,6.13,3.86 +13679,1.02,Very Good,D,SI1,63.3,58.0,5598.0,6.39,6.35,4.03 +35844,0.4,Premium,G,VVS2,61.3,59.0,917.0,4.74,4.78,2.92 +11475,0.9,Ideal,H,VS1,62.0,54.0,5013.0,6.2,6.23,3.86 +13631,1.2,Ideal,I,SI1,60.1,56.0,5578.0,6.9,6.84,4.13 +13541,1.14,Ideal,G,SI1,62.2,56.0,5548.0,6.66,6.69,4.15 +12324,1.01,Very Good,E,SI1,62.3,60.0,5224.0,6.36,6.39,3.97 +22095,1.25,Ideal,D,VS2,62.6,56.0,10114.0,6.87,6.84,4.29 +28541,0.3,Premium,E,SI1,60.6,58.0,675.0,4.34,4.3,2.62 +23142,1.51,Very Good,H,VS1,61.8,59.0,11161.0,7.27,7.32,4.51 +47212,0.59,Ideal,I,VVS1,62.2,55.0,1838.0,5.38,5.39,3.35 +38082,0.3,Premium,E,VVS2,61.4,58.0,1013.0,4.28,4.25,2.62 +32115,0.43,Ideal,H,SI1,61.9,55.0,783.0,4.84,4.88,3.01 +32189,0.35,Ideal,H,VS1,62.0,56.0,788.0,4.56,4.54,2.82 +14953,1.0,Very Good,H,VVS1,62.3,60.0,6022.0,6.28,6.36,3.94 +8482,1.0,Good,G,SI1,62.2,62.0,4416.0,6.34,6.39,3.96 +10967,1.02,Very Good,D,SI2,60.9,61.0,4904.0,6.47,6.53,3.96 +11603,1.04,Good,F,SI1,63.4,59.0,5045.0,6.4,6.44,4.07 +6127,0.95,Premium,H,SI1,62.9,58.0,3984.0,6.26,6.21,3.92 +51317,0.31,Good,G,VS2,63.1,56.0,544.0,4.31,4.37,2.74 +37292,0.31,Premium,G,VVS1,59.8,62.0,977.0,4.41,4.35,2.62 +34313,0.43,Good,E,SI2,63.6,55.0,858.0,4.83,4.8,3.06 +19300,1.07,Premium,E,VS1,59.7,61.0,8015.0,6.69,6.64,3.98 +50770,0.71,Fair,G,SI1,65.5,55.0,2300.0,5.59,5.56,3.65 +14545,1.07,Premium,D,SI1,61.8,61.0,5872.0,6.57,6.54,4.05 +18908,1.51,Premium,H,SI1,62.8,60.0,7759.0,7.22,7.14,4.51 +31814,0.43,Premium,D,SI1,61.0,58.0,774.0,4.83,4.88,2.96 +13635,1.05,Premium,H,VS1,60.9,60.0,5580.0,6.58,6.53,3.99 +999,0.74,Premium,D,VS2,61.8,58.0,2897.0,5.81,5.77,3.58 +16735,0.41,Premium,J,VS2,61.9,59.0,611.0,4.69,4.74,2.92 +25590,1.43,Ideal,E,VVS2,62.4,57.0,14429.0,7.25,7.15,4.49 +28107,0.36,Premium,D,SI1,61.5,59.0,663.0,4.52,4.55,2.79 +20465,1.54,Very Good,G,SI2,61.5,61.0,8808.0,7.35,7.42,4.54 +7902,1.0,Good,D,SI1,64.3,62.0,4312.0,6.18,6.13,3.96 +18410,1.07,Ideal,F,VS2,62.4,55.0,7483.0,6.53,6.57,4.09 +42702,0.52,Premium,G,SI1,59.6,62.0,1338.0,5.23,5.18,3.1 +10874,1.28,Good,J,SI1,63.4,59.0,4878.0,6.84,6.89,4.35 +49461,0.6,Ideal,E,VS2,62.0,56.0,2112.0,5.4,5.43,3.36 +51719,0.7,Premium,F,SI1,62.2,59.0,2401.0,5.69,5.73,3.55 +21983,1.77,Ideal,D,SI2,60.9,53.0,10051.0,7.92,7.85,4.8 +184,0.72,Ideal,G,SI1,60.7,56.0,2776.0,5.79,5.82,3.53 +25724,2.11,Ideal,J,VS2,61.2,55.0,14638.0,8.33,8.3,5.09 +19268,1.09,Very Good,G,VS1,59.9,56.0,7992.0,6.74,6.81,4.06 +26757,2.28,Premium,J,VS2,62.9,58.0,16564.0,8.42,8.34,5.27 +48602,0.6,Premium,D,SI1,60.4,60.0,1996.0,5.48,5.44,3.3 +7322,1.01,Very Good,H,VS2,63.1,62.0,4208.0,6.18,6.15,3.89 +37294,0.52,Very Good,I,SI1,62.5,59.0,978.0,5.06,5.12,3.18 +36640,0.42,Ideal,D,VS2,62.6,56.0,948.0,4.76,4.8,2.99 +18515,1.17,Ideal,G,VS2,62.0,56.0,7548.0,6.74,6.71,4.17 +3819,0.9,Premium,I,SI1,62.1,59.0,3468.0,6.2,6.17,3.84 +46948,0.52,Ideal,E,VS2,62.2,56.0,1815.0,5.15,5.11,3.19 +33921,0.37,Ideal,F,SI1,60.2,53.0,844.0,4.74,4.7,2.84 +28379,0.33,Premium,H,VS2,60.4,60.0,668.0,4.52,4.48,2.72 +30616,0.3,Very Good,G,SI1,58.8,60.0,447.0,4.35,4.39,2.57 +5664,0.91,Very Good,H,VS1,62.7,63.0,3881.0,6.1,6.03,3.8 +38169,0.34,Ideal,G,IF,61.6,56.0,1014.0,4.48,4.51,2.77 +44917,0.53,Ideal,D,SI1,62.2,56.0,1631.0,5.19,5.23,3.24 +16038,0.3,Very Good,I,VS1,63.3,59.0,608.0,4.23,4.2,2.67 +4468,0.7,Very Good,F,VVS1,63.1,58.0,3622.0,5.6,5.66,3.55 +37412,0.38,Premium,G,VS2,59.2,60.0,983.0,4.73,4.7,2.79 +32493,0.39,Ideal,E,VS2,61.4,56.0,796.0,4.68,4.74,2.89 +50746,0.69,Ideal,G,SI1,62.4,56.0,2297.0,5.66,5.69,3.55 +1153,0.71,Ideal,E,VS1,62.4,54.0,2923.0,5.71,5.74,3.57 +19674,1.09,Ideal,G,VVS2,62.5,56.0,8282.0,6.54,6.58,4.1 +11308,1.02,Ideal,E,SI2,62.6,54.6,4983.0,6.4,6.44,4.02 +44033,0.72,Good,J,SI1,60.1,64.0,1547.0,5.75,5.83,3.48 +28372,0.37,Ideal,H,VS1,61.8,55.0,668.0,4.63,4.66,2.87 +29025,0.3,Ideal,G,VVS2,62.5,53.8,687.0,4.26,4.3,2.68 +26388,2.01,Good,H,SI2,64.0,51.0,15888.0,8.08,8.01,5.15 +2884,0.84,Ideal,G,SI1,62.4,57.0,3279.0,6.06,6.03,3.77 +36024,0.35,Ideal,G,VS1,61.1,56.0,923.0,4.55,4.58,2.79 +5381,0.34,Premium,I,SI1,59.2,61.0,574.0,4.58,4.57,2.71 +842,0.62,Ideal,G,IF,60.5,57.0,2868.0,5.52,5.56,3.35 +18940,1.26,Very Good,D,SI1,59.9,59.0,7785.0,7.02,7.14,4.24 +26111,2.01,Premium,I,VS2,62.1,59.0,15379.0,7.98,8.06,4.98 +41304,0.56,Ideal,I,SI1,61.9,57.0,1212.0,5.25,5.29,3.26 +12873,1.03,Ideal,H,VS2,62.3,56.0,5364.0,6.46,6.44,4.02 +25594,1.54,Premium,G,VS1,61.1,56.0,14438.0,7.54,7.48,4.59 +41108,0.59,Ideal,F,SI2,61.7,54.0,1195.0,5.4,5.46,3.35 +18657,1.0,Very Good,G,VVS2,61.6,61.0,7623.0,6.35,6.38,3.92 +47766,0.5,Ideal,D,VS1,61.0,56.0,1893.0,5.13,5.17,3.14 +15727,1.0,Premium,G,VS1,62.3,58.0,6290.0,6.39,6.3,3.95 +9591,1.09,Very Good,F,SI2,58.6,63.0,4629.0,6.73,6.78,3.96 +52573,0.7,Premium,H,VVS2,58.8,58.0,2536.0,5.88,5.78,3.43 +33264,0.3,Ideal,E,VVS1,60.0,60.0,826.0,4.37,4.39,2.63 +29420,0.42,Very Good,H,SI1,62.9,57.0,700.0,4.76,4.84,3.02 +47793,0.7,Good,H,SI2,61.5,63.0,1899.0,5.59,5.63,3.45 +3321,0.82,Very Good,E,SI1,62.0,60.0,3373.0,5.96,6.0,3.71 +6052,0.32,Ideal,I,VS2,63.0,56.0,576.0,4.42,4.38,2.77 +20344,1.03,Ideal,D,VS1,61.5,57.0,8742.0,6.48,6.52,4.0 +35971,0.41,Ideal,D,SI1,63.0,57.0,920.0,4.7,4.64,2.94 +36693,0.4,Very Good,D,VS1,59.4,60.0,952.0,4.77,4.83,2.85 +35439,0.32,Ideal,E,VS2,62.0,54.0,900.0,4.41,4.37,2.72 +13985,1.24,Premium,H,SI2,61.2,57.0,5694.0,7.02,6.87,4.25 +41121,0.63,Ideal,H,SI2,61.7,55.0,1196.0,5.51,5.56,3.41 +43593,0.31,Ideal,H,VS2,62.0,55.0,507.0,4.36,4.38,2.71 +53391,0.55,Ideal,E,VVS2,61.1,57.0,2664.0,5.3,5.33,3.24 +29928,0.38,Good,F,VS2,63.4,62.0,713.0,4.52,4.56,2.88 +25526,2.7,Very Good,H,SI2,63.1,56.0,14341.0,8.84,8.78,5.56 +36998,0.35,Ideal,D,VS2,60.6,57.0,964.0,4.63,4.58,2.79 +51262,0.56,Ideal,G,VVS2,62.1,56.0,2357.0,5.31,5.29,3.29 +40321,0.61,Very Good,J,SI2,58.1,63.0,1125.0,5.62,5.6,3.26 +44624,0.57,Ideal,E,SI1,62.1,56.0,1608.0,5.3,5.33,3.3 +2794,0.78,Ideal,F,VS2,61.3,57.0,3259.0,5.91,5.93,3.63 +35987,0.42,Very Good,H,VVS2,62.9,56.0,921.0,4.75,4.79,3.0 +53493,0.75,Premium,F,SI1,61.5,58.0,2683.0,5.83,5.87,3.6 +20170,1.4,Premium,H,SI1,60.5,60.0,8624.0,7.22,7.16,4.35 +10888,1.21,Ideal,I,SI2,60.7,56.0,4880.0,6.86,6.91,4.18 +22453,1.5,Very Good,F,SI1,63.0,56.0,10479.0,7.28,7.32,4.6 +41226,0.43,Ideal,G,VVS1,60.5,57.0,1207.0,4.86,4.92,2.96 +31536,0.31,Ideal,E,VVS2,61.4,56.0,766.0,4.36,4.4,2.69 +31528,0.34,Premium,E,SI1,61.9,59.0,765.0,4.48,4.44,2.76 +35191,0.31,Ideal,G,IF,61.9,53.0,891.0,4.36,4.39,2.71 +24288,1.51,Premium,E,SI1,61.5,58.0,12530.0,7.33,7.38,4.52 +48938,0.7,Very Good,J,VS2,63.3,58.0,2044.0,5.61,5.63,3.56 +1081,0.82,Very Good,H,SI1,63.6,56.0,2908.0,5.9,5.95,3.77 +34740,0.32,Ideal,F,VS1,62.0,54.0,876.0,4.44,4.43,2.75 +30638,0.3,Ideal,E,VS1,60.6,56.0,735.0,4.35,4.36,2.64 +32933,0.41,Very Good,I,VVS2,61.3,60.0,811.0,4.77,4.82,2.94 +23493,1.43,Ideal,H,VS1,62.0,55.0,11498.0,7.21,7.28,4.49 +45970,0.3,Very Good,E,SI1,62.4,58.0,526.0,4.24,4.28,2.66 +47718,0.72,Very Good,J,SI1,58.3,62.0,1886.0,5.87,5.93,3.44 +41756,0.57,Ideal,E,SI2,62.1,55.0,1244.0,5.34,5.36,3.32 +46977,0.23,Very Good,F,VVS2,60.3,58.0,530.0,3.99,4.03,2.42 +31398,0.36,Ideal,H,VVS1,62.0,54.8,764.0,4.57,4.59,2.84 +19206,1.51,Very Good,J,VS1,63.7,55.0,7953.0,7.16,7.28,4.6 +48126,0.54,Premium,E,VS1,60.3,58.0,1939.0,5.26,5.32,3.19 +33130,0.31,Ideal,E,VVS2,61.6,57.0,816.0,4.33,4.37,2.68 +44576,0.53,Ideal,G,VS1,61.7,55.0,1607.0,5.18,5.22,3.21 +23479,1.28,Very Good,G,VVS2,59.5,56.0,11478.0,7.12,7.16,4.25 +18455,1.01,Premium,F,VS1,61.7,58.0,7507.0,6.43,6.4,3.96 +9188,1.01,Good,E,SI1,63.5,58.0,4546.0,6.28,6.35,4.01 +35276,0.4,Ideal,D,VS2,62.8,57.0,895.0,4.68,4.72,2.95 +47972,0.26,Very Good,E,VVS1,61.4,55.0,532.0,4.12,4.16,2.54 +29843,0.3,Very Good,D,VS2,62.9,58.0,710.0,4.23,4.26,2.67 +7731,0.3,Very Good,H,VVS2,62.0,59.0,581.0,4.27,4.34,2.67 +37014,0.33,Premium,G,VVS2,60.9,59.0,965.0,4.49,4.45,2.72 +36564,0.35,Ideal,I,IF,62.5,55.0,945.0,4.54,4.52,2.83 +16200,1.7,Good,I,I1,63.6,58.0,6474.0,7.52,7.48,4.77 +23310,1.62,Very Good,H,SI1,62.2,58.0,11351.0,7.46,7.5,4.65 +53914,0.8,Good,G,VS2,64.2,58.0,2753.0,5.84,5.81,3.74 +16053,1.01,Premium,G,VS1,59.8,59.0,6412.0,6.5,6.55,3.9 +50152,0.71,Premium,G,SI1,62.8,61.0,2215.0,5.64,5.59,3.53 +26463,2.37,Premium,H,SI2,62.3,57.0,16021.0,8.55,8.5,5.31 +47794,0.7,Good,I,SI1,63.5,59.0,1899.0,5.62,5.65,3.58 +7750,1.03,Ideal,F,SI2,61.9,56.0,4280.0,6.47,6.43,3.99 +19511,1.5,Good,G,SI2,57.9,61.0,8144.0,7.47,7.51,4.34 +26051,1.52,Ideal,D,VS2,62.3,56.0,15252.0,7.41,7.32,4.59 +2995,0.9,Good,I,VS2,63.8,55.0,3303.0,6.07,6.16,3.9 +1488,1.03,Very Good,G,I1,63.2,58.0,2988.0,6.44,6.34,4.04 +35768,0.4,Ideal,E,VS2,62.6,57.0,912.0,4.7,4.73,2.95 +16844,1.5,Premium,G,SI2,58.3,61.0,6720.0,7.55,7.4,4.34 +28809,0.32,Ideal,E,SI1,61.5,55.0,682.0,4.4,4.44,2.72 +34334,0.3,Very Good,E,VVS1,62.6,56.0,862.0,4.26,4.27,2.67 +37213,0.34,Ideal,G,IF,62.2,53.0,974.0,4.49,4.52,2.8 +28353,0.41,Very Good,E,SI1,63.2,57.0,667.0,4.69,4.74,2.98 +27793,0.37,Ideal,G,VS2,62.2,57.0,649.0,4.59,4.64,2.87 +14816,1.07,Premium,G,VS1,59.6,58.0,5967.0,6.66,6.7,3.98 +21848,1.01,Very Good,F,VVS1,62.1,58.0,9908.0,6.37,6.41,3.97 +27907,0.41,Ideal,D,SI2,62.6,57.0,656.0,4.72,4.77,2.97 +3597,1.09,Good,G,SI2,57.4,61.0,3424.0,6.82,6.75,3.89 +26645,2.51,Premium,J,SI2,59.3,58.0,16427.0,8.87,8.83,5.25 +44452,0.56,Ideal,G,SI1,62.3,53.0,1591.0,5.31,5.28,3.3 +25214,2.18,Very Good,J,SI1,62.9,59.0,13812.0,8.21,8.25,5.18 +25014,2.04,Good,J,VS2,59.6,56.0,13550.0,8.26,8.31,4.94 +38337,0.51,Premium,J,SI1,62.6,59.0,1020.0,5.1,5.06,3.18 +18672,1.12,Ideal,G,VS2,61.0,57.0,7634.0,6.69,6.72,4.09 +15171,1.29,Ideal,I,SI2,61.9,57.0,6097.0,6.99,7.04,4.34 +5653,1.26,Fair,H,SI2,64.9,60.0,3881.0,6.7,6.62,4.32 +45056,0.58,Very Good,E,SI1,63.1,56.0,1641.0,5.36,5.32,3.37 +53030,0.72,Ideal,I,VVS2,61.0,57.0,2602.0,5.81,5.84,3.55 +22186,1.22,Ideal,G,VVS2,62.3,56.0,10221.0,6.84,6.81,4.25 +11756,1.01,Very Good,F,SI1,62.7,56.0,5078.0,6.39,6.36,4.0 +39747,0.43,Ideal,G,VS2,62.4,56.0,1093.0,4.87,4.84,3.02 +38709,0.37,Premium,E,VS2,59.1,60.0,1041.0,4.68,4.66,2.76 +8962,1.34,Premium,H,SI2,61.6,60.0,4502.0,7.05,6.97,4.32 +49144,0.58,Ideal,D,VS1,61.4,57.0,2067.0,5.41,5.34,3.3 +20765,1.22,Ideal,G,VS1,60.7,57.0,9002.0,6.93,6.94,4.21 +43863,0.5,Ideal,G,VS2,62.0,57.0,1449.0,5.08,5.11,3.16 +44873,0.52,Very Good,G,VS1,62.3,58.0,1629.0,5.14,5.17,3.21 +43475,0.5,Good,E,VS2,63.1,61.0,1419.0,5.0,5.05,3.17 +13955,1.09,Premium,H,VS2,60.0,56.0,5677.0,6.73,6.68,4.02 +37235,0.4,Ideal,E,VS2,62.4,56.0,975.0,4.74,4.71,2.95 +1761,0.78,Very Good,F,SI1,62.4,58.0,3045.0,5.83,5.86,3.65 +43066,0.39,Ideal,F,IF,61.0,56.0,1377.0,4.72,4.75,2.89 +34686,0.4,Ideal,G,SI1,60.9,55.0,873.0,4.82,4.79,2.93 +19303,1.15,Premium,F,VS1,62.7,58.0,8018.0,6.72,6.67,4.2 +21618,1.18,Ideal,E,VS1,62.4,54.0,9709.0,6.74,6.79,4.22 +40863,0.52,Very Good,E,SI2,62.4,59.0,1175.0,5.13,5.16,3.21 +37988,0.39,Ideal,G,VVS1,62.4,53.6,1008.0,4.65,4.7,2.92 +4673,1.01,Very Good,D,SI2,59.1,63.0,3671.0,6.59,6.54,3.88 +48653,0.36,Premium,D,SI2,61.2,59.0,537.0,4.56,4.59,2.8 +23983,2.12,Premium,J,SI2,62.3,61.0,12140.0,8.21,8.16,5.1 +34310,0.29,Ideal,E,VVS1,62.7,55.0,858.0,4.22,4.2,2.64 +47478,0.71,Very Good,J,SI1,59.1,61.0,1861.0,5.82,5.85,3.45 +19161,1.0,Fair,E,VVS2,65.4,56.0,7918.0,6.28,6.2,4.08 +16100,1.69,Premium,I,I1,62.4,60.0,6436.0,7.59,7.56,4.73 +25923,2.0,Very Good,J,VVS2,63.0,59.0,15076.0,7.97,8.0,5.03 +15650,1.07,Premium,F,VS2,62.4,57.0,6274.0,6.55,6.5,4.07 +52827,0.7,Very Good,F,SI1,59.4,59.0,2573.0,5.75,5.8,3.43 +31779,0.42,Very Good,E,SI1,62.8,59.0,773.0,4.74,4.78,2.99 +44901,0.5,Premium,E,VS2,62.6,60.0,1629.0,5.03,5.0,3.14 +18276,1.01,Very Good,D,VS2,61.9,59.0,7422.0,6.35,6.44,3.96 +10859,1.03,Premium,H,VS1,59.2,58.0,4874.0,6.66,6.61,3.92 +7331,0.91,Very Good,G,VS1,63.2,58.0,4209.0,6.15,6.07,3.86 +20626,1.01,Very Good,F,VVS2,61.8,58.0,8922.0,6.44,6.48,3.99 +43736,0.51,Very Good,G,VS2,62.4,57.0,1438.0,5.09,5.11,3.18 +39517,0.32,Ideal,E,VVS2,60.8,57.0,1080.0,4.46,4.42,2.7 +30436,0.32,Very Good,H,VVS1,62.9,57.0,730.0,4.33,4.38,2.74 +23518,1.5,Good,G,VS1,63.8,59.0,11524.0,7.16,7.22,4.59 +44983,0.31,Premium,G,SI2,63.0,57.0,523.0,4.35,4.32,2.73 +16557,1.02,Ideal,F,VS2,62.7,57.0,6614.0,6.44,6.47,4.05 +28233,0.33,Ideal,F,VS2,61.9,57.0,666.0,4.4,4.42,2.73 +29754,0.35,Ideal,I,VS1,60.9,57.0,709.0,4.59,4.54,2.78 +49627,0.3,Premium,H,SI1,62.9,56.0,540.0,4.31,4.28,2.7 +53763,0.81,Ideal,G,SI1,62.6,55.0,2725.0,5.97,5.94,3.73 +23380,0.33,Very Good,G,SI1,63.2,57.0,631.0,4.44,4.39,2.79 +52316,0.32,Premium,D,SI1,62.2,60.0,550.0,4.34,4.37,2.71 +12790,1.12,Ideal,H,SI2,63.6,56.0,5331.0,6.68,6.54,4.19 +7269,1.03,Premium,I,VS1,60.1,59.0,4199.0,6.53,6.46,3.9 +48214,0.57,Ideal,F,VS1,61.9,56.0,1949.0,5.3,5.39,3.31 +34639,0.31,Ideal,E,VS2,61.8,55.0,872.0,4.39,4.35,2.7 +13721,0.39,Ideal,G,SI2,61.2,56.0,603.0,4.71,4.73,2.89 +53020,0.76,Very Good,H,VS2,58.7,61.0,2599.0,5.96,5.99,3.51 +41510,0.54,Very Good,H,SI1,61.6,56.0,1235.0,5.21,5.24,3.22 +19294,1.04,Ideal,G,VVS2,62.1,55.1,8012.0,6.5,6.51,4.04 +19857,1.01,Good,E,VVS2,63.9,58.0,8415.0,6.31,6.37,4.05 +21025,1.51,Premium,H,VS1,59.8,61.0,9234.0,7.41,7.35,4.41 +49296,0.3,Ideal,H,VS1,62.3,55.1,539.0,4.29,4.32,2.68 +49569,0.67,Good,G,VS2,57.5,60.1,2131.0,5.78,5.83,3.34 +24759,1.5,Premium,G,VS2,60.5,59.0,13112.0,7.39,7.35,4.46 +15830,1.22,Very Good,G,SI1,62.1,58.0,6334.0,6.84,6.89,4.26 +27645,1.6,Ideal,F,VS1,60.5,57.0,18571.0,7.6,7.63,4.61 +30108,0.32,Premium,G,VS2,59.8,59.0,720.0,4.52,4.48,2.69 +22667,1.31,Ideal,E,VS1,61.7,55.0,10711.0,7.11,7.05,4.37 +25510,1.51,Premium,E,VS2,62.2,59.0,14300.0,7.36,7.31,4.56 +52484,1.01,Premium,H,I1,60.1,58.0,2520.0,6.49,6.44,3.89 +2298,0.76,Very Good,E,VS2,63.0,59.0,3162.0,5.76,5.79,3.64 +23308,1.56,Premium,H,VS1,62.0,57.0,11345.0,7.48,7.43,4.62 +48031,0.75,Ideal,J,VS2,62.3,57.0,1923.0,5.81,5.84,3.63 +40272,0.23,Ideal,F,VS2,61.8,55.0,493.0,3.93,3.96,2.43 +33438,0.32,Premium,G,VS1,61.3,62.0,828.0,4.42,4.39,2.7 +21775,1.51,Very Good,G,SI1,62.9,58.0,9841.0,7.25,7.28,4.57 +40625,0.41,Ideal,E,VS1,61.9,55.0,1153.0,4.8,4.76,2.96 +1783,0.66,Ideal,D,VVS2,61.6,57.0,3049.0,5.64,5.57,3.45 +34345,0.3,Ideal,E,VVS1,61.7,58.0,862.0,4.28,4.31,2.65 +33638,0.38,Premium,G,VS1,61.0,58.0,833.0,4.67,4.71,2.86 +12588,1.04,Premium,F,SI1,59.8,59.0,5284.0,6.61,6.56,3.94 +19753,1.01,Premium,F,VVS2,61.8,59.0,8319.0,6.46,6.42,3.98 +42056,0.47,Ideal,D,VS2,60.3,57.0,1270.0,5.02,5.07,3.04 +13641,1.08,Premium,H,VS1,59.6,59.0,5582.0,6.72,6.66,3.99 +47206,0.5,Very Good,G,VVS2,62.8,57.0,1838.0,4.99,5.04,3.15 +42851,0.41,Ideal,F,VVS1,61.8,57.0,1356.0,4.79,4.75,2.95 +15190,1.1,Premium,E,SI1,60.7,55.0,6098.0,6.75,6.66,4.07 +52780,0.7,Very Good,D,SI1,63.7,60.0,2565.0,5.57,5.61,3.56 +15245,1.1,Premium,G,VS2,59.6,60.0,6121.0,6.72,6.7,4.0 +32586,0.31,Ideal,E,VVS1,62.4,56.0,801.0,4.35,4.37,2.72 +3990,0.8,Premium,G,VS1,62.5,58.0,3514.0,5.9,5.94,3.7 +22940,1.2,Good,F,VVS1,63.6,57.0,10982.0,6.71,6.74,4.28 +47771,0.7,Very Good,H,SI2,60.9,58.0,1895.0,5.68,5.74,3.48 +12108,1.01,Good,H,VS2,63.1,59.0,5166.0,6.3,6.34,3.99 +25973,1.48,Good,G,IF,59.8,61.0,15164.0,7.54,7.34,4.45 +7302,0.9,Good,E,VS2,64.0,58.0,4203.0,6.07,6.02,3.87 +34471,0.3,Ideal,D,VVS1,62.2,57.0,866.0,4.3,4.35,2.69 +7028,1.12,Ideal,G,SI2,62.8,54.0,4158.0,6.7,6.64,4.19 +30489,0.31,Ideal,D,SI1,62.3,54.0,732.0,4.37,4.33,2.71 +40347,0.43,Ideal,I,IF,62.0,55.0,1129.0,4.85,4.83,3.0 +15066,1.2,Premium,F,SI2,59.9,58.0,6055.0,6.96,6.9,4.15 +50118,0.65,Ideal,H,VVS2,61.6,58.0,2210.0,5.56,5.6,3.44 +23635,2.0,Fair,H,SI2,64.5,56.0,11655.0,7.93,7.86,5.09 +9900,1.21,Premium,I,SI2,62.3,59.0,4686.0,6.82,6.77,4.23 +10030,0.33,Ideal,F,SI2,61.4,55.0,416.0,4.46,4.5,2.75 +27229,2.01,Premium,I,VS2,61.1,60.0,17592.0,8.12,8.06,4.94 +30000,0.43,Very Good,H,SI1,60.2,57.0,716.0,4.91,4.93,2.96 +14385,0.3,Ideal,H,VVS2,61.7,54.0,605.0,4.31,4.34,2.67 +34504,0.4,Very Good,G,VVS2,63.2,55.0,868.0,4.72,4.74,2.99 +40493,0.42,Premium,F,VVS2,61.7,59.0,1142.0,4.78,4.82,2.96 +14662,1.2,Very Good,G,SI1,62.9,57.0,5918.0,6.73,6.79,4.25 +40486,0.5,Premium,H,SI1,60.2,61.0,1141.0,5.16,5.14,3.1 +39656,0.42,Premium,H,VS1,61.6,58.0,1087.0,4.82,4.79,2.96 +3073,0.84,Good,G,VS2,63.6,59.0,3312.0,5.94,5.89,3.76 +52668,0.78,Very Good,F,SI2,62.2,59.0,2550.0,5.89,5.94,3.68 +27415,2.05,Ideal,G,SI2,61.6,56.0,18017.0,8.11,8.16,5.01 +39596,0.34,Premium,E,VVS1,61.7,58.0,1084.0,4.48,4.43,2.75 +36142,0.33,Premium,E,VS2,61.0,60.0,928.0,4.46,4.43,2.71 +40191,0.3,Ideal,E,IF,60.9,56.0,1120.0,4.31,4.33,2.63 +12530,1.04,Very Good,D,SI2,62.9,58.0,5265.0,6.41,6.47,4.05 +1681,0.8,Ideal,H,VS2,62.1,54.0,3030.0,5.96,5.99,3.71 +41002,0.43,Ideal,G,VVS1,61.8,55.0,1183.0,4.87,4.9,3.02 +45563,0.52,Good,G,VS1,63.3,55.0,1689.0,5.09,5.12,3.23 +51708,0.71,Ideal,G,SI1,61.2,58.0,2400.0,5.77,5.79,3.54 +41556,0.5,Very Good,G,SI1,62.8,56.0,1237.0,5.05,5.08,3.18 +21100,1.29,Ideal,H,VS1,61.8,56.0,9273.0,6.97,7.02,4.32 +25305,2.01,Good,I,SI1,63.8,57.0,13976.0,7.95,7.91,5.06 +25568,1.63,Very Good,G,VS1,62.5,60.0,14404.0,7.43,7.51,4.67 +30125,0.32,Ideal,G,VS2,62.0,57.0,720.0,4.4,4.37,2.72 +20887,1.21,Premium,F,VS1,61.6,59.0,9107.0,6.84,6.77,4.19 +4927,1.13,Ideal,E,I1,62.0,55.0,3729.0,6.66,6.7,4.14 +39071,0.4,Good,E,VVS2,58.5,60.0,1059.0,4.82,4.86,2.83 +16907,1.5,Good,J,SI2,63.6,57.0,6750.0,7.3,7.23,4.62 +15014,1.01,Very Good,G,VS2,61.9,58.0,6047.0,6.37,6.42,3.96 +52084,0.77,Good,H,SI1,57.2,65.0,2457.0,6.08,6.02,3.46 +13120,1.01,Ideal,G,SI1,63.1,53.0,5430.0,6.36,6.42,4.03 +24545,1.51,Premium,G,VS1,62.4,60.0,12831.0,7.3,7.34,4.57 +17737,1.13,Ideal,G,VS2,62.1,53.0,7140.0,6.69,6.74,4.17 +50915,0.7,Very Good,E,SI1,63.4,56.0,2318.0,5.7,5.6,3.58 +1388,0.24,Ideal,G,VVS1,62.4,56.0,559.0,3.97,3.99,2.48 +29915,0.34,Very Good,G,VVS2,60.4,57.0,713.0,4.53,4.56,2.74 +15443,1.0,Very Good,F,VS2,62.2,57.0,6183.0,6.4,6.43,3.99 +13372,0.24,Very Good,D,VS1,62.2,58.0,419.0,3.95,3.99,2.47 +10721,0.31,Premium,D,SI2,62.7,59.0,593.0,4.35,4.3,2.71 +44905,0.55,Premium,E,SI1,62.4,57.6,1630.0,5.23,5.28,3.27 +3635,0.71,Ideal,G,VS1,60.7,57.0,3431.0,5.76,5.8,3.51 +50531,0.7,Good,I,VS1,63.2,55.0,2274.0,5.58,5.63,3.54 +6537,1.03,Premium,E,SI2,58.8,62.0,4070.0,6.58,6.51,3.85 +41693,0.5,Ideal,G,SI1,62.5,57.0,1240.0,5.09,5.05,3.17 +8825,1.03,Very Good,D,SI2,61.8,60.0,4478.0,6.42,6.45,3.98 +2843,0.75,Very Good,F,VS1,62.3,57.0,3270.0,5.83,5.88,3.65 +1843,0.71,Premium,E,VS2,62.0,61.0,3062.0,5.71,5.65,3.52 +16556,1.01,Good,G,VS1,57.7,63.0,6613.0,6.55,6.65,3.81 +41398,0.42,Ideal,F,VVS1,62.2,53.0,1223.0,4.81,4.83,3.0 +7073,0.33,Ideal,G,VS2,62.5,57.0,579.0,4.39,4.41,2.75 +24944,2.01,Premium,J,VS2,60.5,60.0,13400.0,8.13,8.09,4.91 +16429,1.13,Premium,G,VS2,60.1,59.0,6561.0,6.82,6.75,4.08 +43204,0.5,Premium,H,VS1,60.3,58.0,1395.0,5.22,5.17,3.13 +19670,1.2,Premium,E,VS2,62.0,59.0,8279.0,6.78,6.71,4.18 +23743,2.0,Very Good,J,SI2,59.8,60.0,11792.0,8.09,8.13,4.85 +36847,0.37,Ideal,F,VS2,61.1,57.0,957.0,4.67,4.63,2.84 +31114,0.3,Very Good,D,VVS2,63.2,55.0,754.0,4.27,4.3,2.71 +53871,0.7,Ideal,G,SI1,60.7,55.0,2744.0,5.76,5.8,3.51 +42787,0.51,Premium,F,SI1,59.4,61.0,1349.0,5.26,5.21,3.11 +1575,0.71,Ideal,I,VVS2,60.4,57.0,3007.0,5.78,5.81,3.5 +3405,0.31,Good,D,VS2,63.6,56.0,567.0,4.26,4.32,2.73 +52687,0.58,Ideal,E,VVS2,62.1,56.0,2551.0,5.36,5.33,3.32 +52942,0.7,Very Good,F,VS2,61.6,60.0,2593.0,5.63,5.71,3.49 +20952,1.2,Very Good,G,VVS2,60.7,60.0,9169.0,6.8,6.84,4.14 +46631,0.3,Ideal,H,VS1,62.7,55.0,526.0,4.25,4.3,2.68 +37404,0.38,Ideal,D,VS1,61.9,53.5,983.0,4.66,4.69,2.9 +5061,0.34,Very Good,F,SI2,63.3,54.0,574.0,4.48,4.46,2.83 +28002,0.3,Ideal,E,VS2,61.8,57.0,658.0,4.3,4.34,2.67 +3595,0.9,Good,J,VS2,57.9,63.0,3423.0,6.32,6.35,3.67 +4485,0.83,Premium,E,VS2,61.3,59.0,3625.0,6.08,6.02,3.71 +1778,0.72,Very Good,E,VS1,63.1,56.0,3048.0,5.7,5.65,3.58 +17708,0.3,Very Good,F,VVS2,64.2,56.0,613.0,4.22,4.26,2.72 +4235,0.9,Good,G,SI1,63.9,60.0,3574.0,6.07,6.1,3.89 +30814,0.38,Ideal,G,VS2,61.6,57.0,743.0,4.62,4.66,2.86 +31228,0.32,Ideal,D,SI1,62.7,57.0,756.0,4.37,4.34,2.73 +37460,0.42,Ideal,H,VVS2,62.9,56.0,984.0,4.79,4.75,3.0 +12180,1.02,Good,E,SI1,63.2,61.0,5183.0,6.31,6.37,4.01 +49194,0.61,Good,F,VS1,61.9,60.0,2076.0,5.39,5.41,3.34 +29776,0.3,Ideal,I,VVS1,62.3,55.0,709.0,4.29,4.28,2.67 +49976,0.29,Very Good,G,VVS2,61.9,56.0,541.0,4.27,4.3,2.65 +5760,1.01,Premium,F,SI2,58.3,58.0,3897.0,6.56,6.55,3.82 +18025,1.24,Fair,D,SI1,55.6,67.0,7291.0,7.27,7.11,4.0 +51416,0.76,Ideal,H,SI1,62.4,55.0,2371.0,5.87,5.83,3.65 +40786,0.4,Ideal,F,VVS1,61.8,58.0,1168.0,4.72,4.76,2.93 +39812,0.39,Ideal,F,VVS2,61.8,55.0,1097.0,4.68,4.75,2.92 +15816,2.14,Fair,H,I1,66.4,56.0,6328.0,8.0,7.92,5.29 +51423,0.57,Ideal,E,VVS2,62.5,54.0,2372.0,5.35,5.28,3.32 +41156,0.4,Ideal,G,IF,61.2,56.0,1199.0,4.74,4.77,2.91 +34658,0.31,Ideal,E,VS2,61.6,56.0,872.0,4.38,4.32,2.68 +52337,0.72,Good,H,VS2,61.8,61.0,2497.0,5.68,5.75,3.53 +4961,0.9,Good,I,IF,63.7,64.0,3734.0,6.02,6.07,3.85 +136,0.63,Premium,E,VVS1,60.9,60.0,2765.0,5.52,5.55,3.37 +30454,0.3,Good,F,VS1,63.7,56.0,731.0,4.28,4.26,2.72 +1054,0.25,Premium,F,VS1,61.2,59.0,558.0,4.05,4.02,2.47 +38536,0.34,Ideal,D,VS2,61.4,56.0,1033.0,4.53,4.5,2.77 +13924,1.05,Very Good,F,SI1,59.7,60.0,5666.0,6.63,6.71,3.98 +47525,0.54,Ideal,G,VS1,61.4,55.0,1868.0,5.26,5.3,3.24 +18363,0.37,Premium,F,SI1,60.3,58.0,616.0,4.62,4.66,2.8 +31128,0.31,Ideal,E,VS1,61.2,55.0,754.0,4.4,4.42,2.7 +48277,0.53,Ideal,D,VS2,62.6,56.0,1956.0,5.18,5.14,3.23 +36685,0.4,Ideal,E,VS1,62.4,54.0,951.0,4.73,4.75,2.96 +27168,2.01,Very Good,I,VS2,63.8,59.0,17422.0,7.89,7.85,5.02 +3471,0.71,Good,F,IF,62.1,62.0,3393.0,5.68,5.79,3.56 +36966,0.41,Ideal,G,VS1,61.6,57.0,961.0,4.77,4.74,2.93 +40605,0.24,Ideal,G,VVS2,61.2,56.0,498.0,3.99,4.02,2.45 +41869,0.38,Ideal,D,VVS2,61.5,57.0,1257.0,4.67,4.63,2.86 +39963,0.52,Premium,I,SI1,62.9,58.0,1105.0,5.14,5.04,3.2 +8655,1.03,Ideal,F,SI2,61.8,56.0,4454.0,6.49,6.46,4.0 +45307,0.3,Ideal,D,SI1,61.9,55.0,524.0,4.32,4.34,2.68 +50450,0.7,Very Good,F,SI1,63.4,59.0,2264.0,5.59,5.64,3.56 +38531,0.34,Ideal,E,VS1,61.0,57.0,1033.0,4.52,4.49,2.75 +31466,0.34,Very Good,I,VVS2,63.1,56.0,765.0,4.47,4.43,2.81 +26091,2.51,Ideal,H,SI1,62.9,56.0,15324.0,8.65,8.61,5.43 +15228,1.01,Good,D,VS2,67.0,57.0,6113.0,6.11,6.22,4.13 +39387,0.52,Ideal,I,SI1,61.8,56.0,1075.0,5.15,5.18,3.19 +18313,1.21,Very Good,H,VS1,62.6,58.0,7445.0,6.71,6.75,4.21 +28877,0.31,Ideal,D,SI1,62.5,53.0,684.0,4.37,4.34,2.72 +30909,0.43,Ideal,F,SI1,61.4,55.0,745.0,4.88,4.92,3.01 +34974,0.23,Very Good,D,VVS1,60.5,55.0,472.0,4.01,4.02,2.43 +2725,0.26,Good,F,VVS1,63.3,57.0,564.0,4.05,4.07,2.57 +36063,0.31,Ideal,G,IF,61.6,55.0,924.0,4.34,4.39,2.69 +51025,0.72,Ideal,D,SI2,61.2,57.0,2328.0,5.76,5.8,3.54 +30901,0.31,Good,F,VS2,64.2,59.0,744.0,4.3,4.23,2.74 +16295,1.2,Ideal,H,SI1,62.1,56.0,6518.0,6.83,6.76,4.22 +10541,1.0,Ideal,E,SI2,62.2,52.0,4808.0,6.42,6.47,4.01 +51121,0.57,Ideal,F,VVS2,62.1,56.0,2339.0,5.31,5.35,3.31 +36149,0.33,Ideal,E,VS2,62.1,56.0,928.0,4.45,4.4,2.75 +50141,0.7,Very Good,H,SI1,62.8,57.0,2214.0,5.61,5.66,3.54 +19492,1.52,Premium,H,SI2,58.7,62.0,8127.0,7.6,7.53,4.44 +41885,0.54,Ideal,I,VS2,61.5,55.0,1259.0,5.25,5.29,3.24 +26954,2.07,Very Good,H,SI1,59.8,58.0,17019.0,8.23,8.26,4.93 +30347,0.33,Very Good,D,VS1,60.3,61.0,727.0,4.48,4.51,2.71 +34642,0.31,Premium,E,VS2,60.8,58.0,872.0,4.37,4.35,2.65 +20163,1.06,Ideal,F,VVS2,61.1,57.0,8619.0,6.57,6.62,4.03 +13720,0.3,Ideal,F,VS1,62.3,56.0,603.0,4.26,4.28,2.66 +36624,0.24,Very Good,E,VVS2,57.7,61.0,478.0,4.12,4.13,2.38 +41245,0.34,Ideal,E,VVS1,61.1,56.0,1208.0,4.52,4.55,2.77 +6943,0.82,Very Good,F,VVS2,63.1,59.0,4141.0,5.91,5.97,3.75 +19144,1.6,Very Good,I,SI2,62.2,59.0,7906.0,7.42,7.46,4.63 +24771,2.01,Premium,J,SI2,60.8,57.2,13133.0,8.13,8.15,4.95 +18778,1.02,Very Good,D,VS2,63.2,58.0,7677.0,6.4,6.36,4.03 +40945,0.31,Very Good,F,VS2,62.1,54.0,500.0,4.34,4.39,2.71 +42519,0.5,Fair,D,SI1,65.1,58.0,1323.0,5.0,4.96,3.24 +28581,0.3,Premium,G,VS2,60.6,60.0,675.0,4.34,4.3,2.62 +6138,1.13,Premium,J,SI2,62.4,59.0,3987.0,6.68,6.62,4.15 +47126,0.7,Fair,E,SI2,70.6,56.0,1828.0,5.45,5.35,3.81 +24160,2.01,Ideal,I,SI2,62.1,57.0,12338.0,8.07,8.03,5.0 +8312,1.0,Premium,H,SI1,59.0,60.0,4389.0,6.52,6.56,3.86 +1348,0.71,Ideal,G,VS1,62.2,56.0,2962.0,5.69,5.72,3.55 +12188,1.01,Very Good,H,VS2,62.0,59.0,5186.0,6.45,6.48,4.01 +9575,1.0,Premium,D,SI2,59.4,60.0,4626.0,6.56,6.48,3.87 +47277,0.51,Ideal,D,VS1,60.9,57.0,1845.0,5.2,5.17,3.16 +21969,1.3,Ideal,G,VS1,62.0,55.0,10038.0,6.98,7.02,4.34 +2923,0.91,Good,I,VS2,64.2,55.0,3287.0,6.13,6.09,3.92 +51782,0.6,Ideal,G,VVS2,61.6,55.0,2413.0,5.44,5.47,3.36 +230,0.52,Ideal,F,IF,62.2,55.0,2783.0,5.14,5.18,3.21 +2657,0.7,Premium,G,VVS1,62.8,58.0,3234.0,5.68,5.62,3.55 +3752,0.78,Ideal,D,SI2,61.4,57.0,3454.0,5.91,5.94,3.64 +53863,0.71,Premium,E,SI1,62.7,56.0,2743.0,5.71,5.64,3.56 +51591,0.73,Premium,I,VS1,61.2,59.0,2393.0,5.84,5.82,3.57 +51371,0.61,Ideal,F,VS1,62.3,55.0,2366.0,5.46,5.49,3.41 +35135,0.41,Very Good,F,VS1,62.9,57.0,889.0,4.7,4.74,2.97 +17779,1.55,Premium,E,SI2,58.5,57.0,7161.0,7.66,7.57,4.46 +43960,0.31,Ideal,F,SI1,62.3,56.0,516.0,4.32,4.35,2.7 +17321,1.19,Premium,H,VS2,61.1,58.0,6944.0,6.83,6.78,4.16 +34299,0.4,Good,E,SI1,64.2,57.0,857.0,4.68,4.66,3.0 +12451,1.02,Very Good,E,SI1,63.5,55.0,5245.0,6.3,6.37,4.02 +31929,0.3,Premium,G,VS1,62.4,58.0,776.0,4.24,4.22,2.64 +28236,0.33,Ideal,G,VS1,62.3,57.0,666.0,4.38,4.42,2.74 +43537,0.51,Ideal,G,VS2,61.6,56.0,1427.0,5.13,5.18,3.18 +28911,0.3,Premium,G,VVS2,62.6,58.0,684.0,4.27,4.29,2.68 +48475,0.66,Good,H,VS1,59.8,60.9,1978.0,5.62,5.68,3.38 +5597,1.01,Premium,H,SI1,62.1,57.0,3869.0,6.47,6.37,3.99 +20875,1.06,Ideal,E,VS2,61.3,57.0,9092.0,6.54,6.57,4.02 +27367,0.28,Ideal,E,VVS2,62.4,56.0,646.0,4.16,4.2,2.61 +40436,0.55,Good,E,SI1,63.3,54.0,1138.0,5.21,5.24,3.31 +43388,0.5,Very Good,H,VS1,62.5,58.0,1410.0,5.04,5.1,3.17 +45853,0.56,Ideal,H,VS1,61.1,57.0,1715.0,5.31,5.34,3.25 +42634,0.58,Premium,H,SI1,59.7,57.0,1332.0,5.47,5.41,3.25 +32745,0.31,Ideal,D,VS2,60.7,57.0,803.0,4.37,4.4,2.66 +9763,1.11,Premium,H,SI2,62.9,59.0,4662.0,6.59,6.54,4.13 +38153,0.75,Good,F,I1,64.0,59.0,1013.0,5.78,5.62,3.66 +45981,0.3,Good,E,SI1,63.8,55.0,526.0,4.25,4.28,2.72 +45908,0.54,Premium,H,VS1,62.6,59.0,1720.0,5.22,5.19,3.26 +4467,0.7,Very Good,D,VVS2,61.1,57.0,3622.0,5.7,5.75,3.5 +14145,1.22,Premium,G,SI2,61.9,58.0,5739.0,6.88,6.79,4.23 +34206,0.33,Premium,F,VS2,62.4,57.0,854.0,4.43,4.39,2.75 +31725,0.4,Very Good,G,VS2,61.9,59.0,772.0,4.67,4.7,2.9 +16815,1.21,Very Good,F,SI1,59.4,56.0,6708.0,6.95,7.0,4.14 +9631,1.21,Very Good,G,SI1,63.4,60.0,4637.0,6.68,6.63,4.22 +10566,1.0,Premium,H,SI1,58.3,60.0,4816.0,6.5,6.44,3.77 +2634,0.7,Ideal,D,VS1,62.9,57.0,3229.0,5.67,5.61,3.55 +26962,1.75,Very Good,G,VS1,59.6,60.0,17036.0,7.76,7.9,4.67 +5254,0.59,Ideal,D,VVS1,62.3,54.0,3791.0,5.36,5.39,3.35 +38755,0.32,Ideal,D,VS1,61.4,57.0,1044.0,4.43,4.4,2.71 +11588,1.0,Fair,F,SI1,61.3,62.0,5040.0,6.45,6.37,3.93 +39266,0.38,Ideal,G,VS1,61.8,56.0,1069.0,4.65,4.64,2.87 +5988,1.04,Ideal,I,SI2,62.4,57.0,3953.0,6.48,6.46,4.04 +53844,0.57,Ideal,E,VVS1,61.8,56.0,2739.0,5.33,5.35,3.3 +17984,1.06,Premium,E,VS2,61.3,58.0,7275.0,6.52,6.56,4.01 +31833,0.34,Ideal,G,VVS2,62.1,55.0,775.0,4.44,4.48,2.77 +26205,1.5,Very Good,F,VS1,60.5,55.0,15585.0,7.39,7.48,4.5 +9685,1.1,Premium,G,SI2,61.4,59.0,4650.0,6.71,6.59,4.08 +39722,0.52,Ideal,G,SI2,61.6,55.0,1090.0,5.16,5.19,3.19 +23402,1.31,Premium,G,VVS2,62.7,59.0,11389.0,6.96,6.92,4.35 +15809,1.06,Premium,G,VS2,60.1,58.0,6325.0,6.67,6.64,4.0 +25954,2.08,Ideal,I,SI2,62.3,56.0,15132.0,8.16,8.22,5.1 +5040,1.08,Premium,I,SI2,60.1,59.0,3750.0,6.75,6.69,4.04 +51227,0.7,Premium,G,SI1,59.0,62.0,2352.0,5.77,5.75,3.4 +35486,0.43,Premium,E,SI2,61.0,60.0,903.0,4.94,4.87,2.99 +17700,1.01,Very Good,G,VVS2,62.5,54.0,7137.0,6.38,6.41,4.0 +16123,1.3,Good,D,SI2,57.1,63.0,6443.0,7.27,7.22,4.14 +45428,0.51,Ideal,H,VVS2,61.2,57.0,1669.0,5.14,5.19,3.16 +24219,2.01,Premium,J,SI2,61.4,60.0,12407.0,8.14,8.07,4.98 +8291,1.03,Premium,H,SI1,60.7,60.0,4384.0,6.61,6.53,3.99 +36582,0.33,Ideal,G,IF,61.5,55.0,946.0,4.48,4.5,2.76 +16812,1.08,Ideal,G,VS2,61.3,56.0,6706.0,6.62,6.59,4.05 +42,0.33,Ideal,J,SI1,61.1,56.0,403.0,4.49,4.55,2.76 +14006,1.2,Premium,F,SI2,61.9,59.0,5699.0,6.86,6.74,4.21 +8981,1.06,Very Good,I,SI1,60.2,59.0,4507.0,6.62,6.67,4.0 +29455,0.4,Premium,I,SI2,60.5,58.0,702.0,4.82,4.76,2.9 +27745,2.29,Premium,I,SI1,61.8,59.0,18797.0,8.52,8.45,5.24 +15001,1.3,Good,H,SI2,63.7,57.0,6042.0,6.94,6.87,4.4 +41321,0.52,Ideal,I,VS2,61.9,55.0,1214.0,5.19,5.21,3.22 +10373,0.91,Ideal,G,VS1,62.3,55.0,4775.0,6.22,6.17,3.86 +53532,0.71,Ideal,D,SI2,61.6,56.0,2690.0,5.78,5.82,3.57 +19017,1.11,Premium,F,VS1,59.4,58.0,7832.0,6.81,6.75,4.03 +38236,0.35,Ideal,H,IF,60.7,56.0,1017.0,4.62,4.61,2.8 +23217,1.72,Ideal,I,VS2,62.8,57.0,11226.0,7.69,7.63,4.81 +13,0.22,Premium,F,SI1,60.4,61.0,342.0,3.88,3.84,2.33 +50495,0.7,Premium,F,SI1,61.8,59.0,2268.0,5.76,5.67,3.53 +6654,0.9,Good,G,VS2,63.6,59.0,4093.0,6.04,6.1,3.86 +19493,1.5,Very Good,I,SI1,60.3,60.0,8127.0,7.46,7.43,4.49 +36183,0.41,Premium,E,SI1,61.0,61.0,930.0,4.77,4.74,2.9 +42715,0.54,Ideal,E,SI2,60.6,57.0,1340.0,5.28,5.25,3.19 +39710,0.44,Premium,D,SI1,62.9,58.0,1089.0,4.85,4.82,3.04 +2536,0.9,Fair,D,SI2,64.7,54.0,3205.0,6.1,6.04,3.93 +7542,1.1,Good,F,SI2,63.8,56.0,4244.0,6.53,6.48,4.15 +27904,0.41,Very Good,G,SI2,59.9,60.0,656.0,4.82,4.86,2.9 +27808,0.23,Ideal,F,VVS2,61.6,54.0,650.0,3.97,3.99,2.45 +4924,0.91,Ideal,I,VS2,62.2,59.0,3726.0,6.13,6.18,3.83 +36805,0.3,Ideal,G,IF,62.1,55.0,956.0,4.35,4.31,2.69 +35917,0.43,Ideal,H,SI1,62.4,56.0,919.0,4.83,4.81,3.01 +49359,0.51,Ideal,F,VVS2,61.7,56.0,2098.0,5.14,5.16,3.18 +43536,0.56,Ideal,H,VS2,61.7,54.0,1427.0,5.31,5.33,3.28 +13472,1.07,Ideal,G,SI1,61.7,54.0,5532.0,6.59,6.61,4.07 +40256,0.3,Ideal,E,VVS2,61.4,55.0,1125.0,4.36,4.34,2.67 +34799,0.42,Ideal,D,VS2,62.4,55.0,877.0,4.79,4.83,3.0 +34995,0.4,Very Good,H,VVS2,59.7,57.0,882.0,4.83,4.85,2.89 +40076,0.3,Ideal,F,VVS1,62.4,56.0,1114.0,4.31,4.28,2.68 +229,0.75,Premium,F,SI1,61.4,59.0,2782.0,5.88,5.85,3.6 +17465,1.16,Premium,F,VS2,62.7,58.0,7003.0,6.71,6.65,4.19 +15405,1.02,Premium,G,VS2,62.1,59.0,6169.0,6.47,6.41,4.0 +29252,0.41,Very Good,G,SI1,62.4,56.0,698.0,4.75,4.77,2.97 +12489,1.02,Very Good,H,VS2,63.3,60.0,5255.0,6.42,6.38,4.05 +8463,1.1,Very Good,H,SI1,62.5,56.0,4414.0,6.56,6.63,4.12 +49555,0.91,Fair,I,SI2,65.0,58.0,2129.0,6.05,6.02,3.92 +1839,0.7,Premium,F,VVS2,58.7,60.0,3062.0,5.8,5.75,3.39 +7647,1.03,Ideal,F,SI2,62.3,56.0,4268.0,6.51,6.43,4.03 +41074,0.41,Ideal,F,VVS2,60.1,57.0,1192.0,4.85,4.83,2.91 +8905,1.21,Premium,J,SI1,59.7,60.0,4492.0,6.9,6.93,4.13 +6350,0.93,Very Good,I,VS1,62.6,59.0,4033.0,6.17,6.2,3.87 +28366,0.36,Ideal,F,SI1,62.7,57.0,667.0,4.56,4.53,2.85 +53476,0.7,Very Good,G,VVS2,63.6,57.0,2681.0,5.59,5.63,3.57 +34851,0.3,Premium,G,VVS2,61.3,58.0,878.0,4.34,4.28,2.64 +16991,1.01,Premium,E,VS2,62.0,59.0,6787.0,6.46,6.44,4.0 +1363,1.5,Fair,H,I1,65.6,54.0,2964.0,7.26,7.09,4.7 +16779,1.02,Premium,G,VS1,62.0,56.0,6683.0,6.5,6.43,4.01 +39093,0.41,Premium,I,VVS2,59.9,58.0,1061.0,4.87,4.81,2.9 +42961,0.55,Ideal,D,SI2,61.6,56.0,1364.0,5.28,5.31,3.26 +14830,1.01,Premium,E,SI1,60.0,59.0,5973.0,6.53,6.47,3.9 +5244,1.0,Ideal,J,SI1,62.7,58.0,3788.0,6.35,6.41,4.0 +30652,0.32,Ideal,D,VS1,61.8,56.0,736.0,4.39,4.41,2.72 +43833,0.59,Very Good,I,VS2,60.3,59.0,1445.0,5.41,5.43,3.27 +42464,0.5,Good,E,SI1,63.3,58.0,1316.0,4.99,5.03,3.17 +10019,1.11,Ideal,H,SI2,61.4,57.0,4709.0,6.63,6.67,4.08 +19888,1.24,Very Good,H,VVS2,61.3,55.0,8438.0,6.94,6.96,4.26 +36239,0.32,Ideal,D,VS1,60.2,57.0,933.0,4.45,4.42,2.67 +44016,0.51,Ideal,G,VS2,62.7,57.0,1546.0,5.12,5.05,3.19 +26231,2.1,Ideal,I,SI2,61.9,56.0,15653.0,8.22,8.2,5.08 +16998,1.01,Very Good,F,VS2,63.1,58.0,6787.0,6.4,6.35,4.02 +30842,0.33,Ideal,H,VS1,61.5,56.0,743.0,4.47,4.44,2.74 +52216,0.81,Very Good,J,SI1,63.1,59.0,2482.0,5.88,5.91,3.72 +48400,0.59,Ideal,E,VS2,62.3,55.0,1968.0,5.35,5.38,3.34 +45417,0.55,Ideal,E,SI1,60.7,57.0,1668.0,5.3,5.27,3.21 +7838,1.2,Premium,H,SI2,60.8,59.0,4301.0,6.8,6.75,4.12 +23907,1.61,Very Good,G,SI1,62.6,56.0,12028.0,7.44,7.54,4.69 +44324,0.33,Premium,I,VS1,61.1,59.0,521.0,4.44,4.47,2.72 +31387,0.35,Very Good,D,VS1,60.9,58.0,763.0,4.54,4.56,2.77 +31650,0.28,Very Good,E,VS1,61.4,60.0,452.0,4.16,4.24,2.58 +36034,0.41,Premium,G,SI1,60.3,60.0,923.0,4.8,4.76,2.88 +8679,1.09,Premium,G,SI2,59.0,58.0,4456.0,6.78,6.72,3.98 +32455,0.4,Premium,H,VS1,61.8,59.2,793.0,4.72,4.74,2.92 +49969,0.33,Good,E,SI1,63.1,56.0,540.0,4.42,4.45,2.8 +5437,1.05,Premium,G,SI2,60.1,60.0,3828.0,6.58,6.66,3.98 +15061,1.07,Ideal,F,SI1,62.3,53.0,6049.0,6.57,6.59,4.1 +19203,1.56,Fair,I,SI1,64.6,62.0,7950.0,7.26,7.23,4.68 +41661,0.5,Ideal,D,SI2,61.6,57.0,1239.0,5.1,5.13,3.15 +17437,1.0,Premium,G,VS1,58.6,61.0,6989.0,6.57,6.5,3.83 +45708,0.56,Ideal,H,VS1,62.8,56.0,1698.0,5.28,5.23,3.3 +32751,0.43,Ideal,E,SI1,61.2,56.2,803.0,4.87,4.89,2.99 +43747,0.51,Premium,G,VS2,61.2,60.0,1438.0,5.12,5.17,3.15 +12931,1.31,Very Good,J,SI1,62.5,55.0,5382.0,6.97,7.05,4.38 +23967,1.18,Very Good,E,VVS2,61.5,58.0,12100.0,6.78,6.87,4.2 +28062,0.31,Ideal,E,SI1,61.5,55.0,660.0,4.37,4.41,2.7 +33357,0.41,Premium,G,VS2,61.5,58.0,827.0,4.8,4.82,2.96 +4200,1.01,Very Good,F,SI2,63.4,60.0,3563.0,6.33,6.26,3.99 +22721,1.58,Premium,H,SI1,61.5,59.0,10738.0,7.47,7.45,4.59 +7456,1.0,Premium,F,SI1,63.0,60.0,4234.0,6.34,6.24,3.97 +45665,0.52,Ideal,G,VS1,62.8,55.0,1694.0,5.16,5.13,3.23 +26323,2.03,Very Good,I,VS2,61.4,59.0,15826.0,8.06,8.12,4.97 +15512,1.03,Premium,G,VS2,62.3,59.0,6214.0,6.38,6.42,3.99 +38940,0.4,Premium,E,VS1,60.3,58.0,1053.0,4.8,4.82,2.9 +15674,1.01,Very Good,F,VS2,58.8,59.0,6288.0,6.55,6.59,3.86 +17110,1.31,Premium,J,VS2,62.0,59.0,6822.0,7.04,6.97,4.34 +47543,0.52,Ideal,F,VS1,61.6,56.0,1872.0,5.2,5.16,3.18 +13029,0.26,Ideal,H,IF,61.1,57.0,600.0,4.16,4.12,2.53 +41169,0.38,Premium,F,VVS1,59.2,58.0,1200.0,4.76,4.8,2.83 +30753,0.25,Premium,F,VVS2,62.0,59.0,740.0,4.04,3.99,2.49 +12932,1.14,Ideal,H,SI1,62.3,56.0,5382.0,6.69,6.77,4.19 +17413,1.01,Very Good,G,VVS2,63.3,57.0,6975.0,6.29,6.36,4.01 +20649,1.52,Very Good,I,VS2,63.3,61.0,8938.0,7.27,7.23,4.59 +4355,1.04,Very Good,I,SI2,59.6,57.0,3603.0,6.6,6.62,3.94 +32850,0.4,Premium,H,VS1,62.6,58.0,807.0,4.66,4.73,2.94 +24504,1.5,Ideal,G,VS2,62.5,55.0,12787.0,7.26,7.23,4.53 +39334,0.3,Premium,G,IF,58.4,62.0,1071.0,4.43,4.4,2.58 +29432,0.38,Premium,H,VS2,60.9,60.0,700.0,4.62,4.67,2.83 +35805,0.34,Ideal,D,VS1,60.3,57.0,914.0,4.52,4.55,2.73 +13596,1.04,Premium,H,VS2,61.2,59.0,5561.0,6.57,6.51,4.0 +26393,2.2,Premium,G,SI2,60.4,60.0,15897.0,8.44,8.36,5.08 +26440,2.01,Premium,G,SI2,59.8,58.0,15977.0,8.21,8.15,4.89 +2460,0.92,Premium,I,SI1,62.9,60.0,3190.0,6.18,6.13,3.87 +7436,0.9,Fair,F,VS2,64.4,53.0,4229.0,6.08,6.04,3.9 +17712,0.41,Ideal,J,VS2,62.4,53.0,613.0,4.79,4.83,3.0 +24623,1.11,Ideal,F,VVS1,59.7,58.0,12956.0,6.7,6.74,4.01 +48220,0.57,Ideal,G,VS1,62.0,55.0,1949.0,5.35,5.29,3.3 +42225,0.52,Ideal,E,SI2,62.9,56.0,1290.0,5.12,5.08,3.21 +21410,1.5,Very Good,H,SI1,61.6,57.0,9523.0,7.26,7.35,4.5 +41378,0.53,Ideal,F,SI2,60.9,55.0,1220.0,5.26,5.29,3.21 +40445,0.7,Premium,G,I1,59.7,59.0,1138.0,5.76,5.57,3.39 +30271,0.31,Good,H,SI1,63.1,57.0,446.0,4.31,4.34,2.73 +42404,0.53,Ideal,G,SI1,62.7,55.0,1308.0,5.15,5.19,3.24 +17552,1.03,Ideal,G,VS2,61.6,55.0,7064.0,6.49,6.54,4.01 +919,1.02,Ideal,J,SI2,60.3,54.0,2879.0,6.53,6.5,3.93 +46166,0.5,Ideal,E,VS2,62.6,54.0,1746.0,5.11,5.08,3.19 +16383,1.04,Very Good,G,VS1,63.2,56.0,6541.0,6.39,6.46,4.06 +7412,1.06,Very Good,F,SI2,60.0,59.0,4224.0,6.6,6.63,3.97 +44276,0.52,Good,E,VS2,63.4,57.0,1576.0,5.12,5.16,3.26 +3775,0.8,Very Good,F,VS1,63.7,56.0,3460.0,5.87,5.9,3.75 +34163,0.33,Ideal,G,VS1,61.7,56.0,854.0,4.47,4.44,2.75 +23114,1.31,Ideal,F,VS1,61.7,56.0,11136.0,7.02,7.04,4.34 +42246,0.57,Ideal,H,SI1,61.8,55.0,1292.0,5.31,5.37,3.3 +13211,1.13,Ideal,E,SI2,62.2,56.0,5457.0,6.7,6.66,4.16 +47310,0.26,Ideal,H,SI1,62.2,54.0,397.0,4.1,4.13,2.56 +30105,0.32,Premium,H,VS1,62.8,58.0,720.0,4.37,4.35,2.74 +19104,1.22,Ideal,H,SI1,61.9,55.0,7870.0,6.82,6.87,4.24 +414,0.29,Ideal,F,VS1,61.6,56.0,555.0,4.26,4.31,2.64 +3357,0.71,Ideal,E,VS2,61.6,56.0,3381.0,5.71,5.75,3.53 +3275,1.0,Premium,I,SI1,62.2,62.0,3360.0,6.39,6.33,3.96 +52958,0.24,Very Good,F,VVS1,61.8,59.0,552.0,3.93,4.0,2.45 +53581,0.74,Very Good,F,SI1,61.7,55.0,2698.0,5.83,5.87,3.61 +34272,0.25,Very Good,H,VVS2,63.3,54.0,467.0,3.98,4.02,2.52 +53248,0.73,Premium,F,SI1,58.7,59.0,2644.0,5.97,5.92,3.49 +31190,0.32,Good,D,SI1,63.8,56.0,756.0,4.35,4.33,2.77 +15450,1.22,Premium,H,VS2,62.7,59.0,6184.0,6.82,6.81,4.27 +34990,0.34,Ideal,D,VS2,61.6,55.0,881.0,4.54,4.48,2.78 +43519,0.61,Ideal,F,SI2,61.3,55.0,1424.0,5.47,5.55,3.38 +7983,1.03,Ideal,H,SI2,61.1,57.0,4325.0,6.48,6.52,3.97 +12351,0.91,Premium,E,VS1,62.9,56.0,5228.0,6.21,6.13,3.88 +7157,0.85,Ideal,E,SI1,60.7,57.0,4181.0,6.11,6.14,3.72 +24128,1.51,Very Good,I,IF,62.2,62.0,12291.0,7.3,7.33,4.55 +35145,0.31,Very Good,E,VVS1,61.2,58.0,890.0,4.35,4.38,2.67 +10682,1.03,Premium,H,SI1,62.2,60.0,4843.0,6.4,6.43,3.99 +42331,0.56,Ideal,E,SI2,61.9,55.0,1296.0,5.32,5.34,3.3 +28878,0.31,Ideal,D,SI1,61.2,57.0,684.0,4.38,4.34,2.67 +53739,0.7,Ideal,G,VS2,62.3,57.0,2723.0,5.67,5.7,3.54 +35442,0.32,Ideal,E,VS2,62.1,56.0,900.0,4.41,4.38,2.73 +5772,0.91,Ideal,E,SI2,60.8,56.0,3898.0,6.29,6.25,3.81 +47731,0.7,Very Good,H,SI2,63.8,55.0,1890.0,5.57,5.59,3.56 +51067,0.7,Ideal,E,SI2,62.0,58.0,2332.0,5.66,5.7,3.52 +36344,0.39,Premium,G,SI1,61.4,56.0,936.0,4.75,4.7,2.9 +11439,1.03,Ideal,H,SI1,62.2,56.0,5005.0,6.45,6.51,4.03 +18791,1.12,Very Good,G,VS1,62.2,59.0,7687.0,6.58,6.61,4.1 +22925,1.5,Very Good,F,SI1,63.4,58.0,10962.0,7.2,7.16,4.55 +2357,1.01,Fair,G,SI2,68.5,63.0,3173.0,6.08,6.0,4.14 +9193,0.9,Good,G,VS2,60.4,61.0,4547.0,6.23,6.32,3.79 +2325,1.08,Ideal,F,I1,61.8,56.0,3168.0,6.64,6.62,4.1 +16409,1.5,Fair,G,SI2,68.5,66.0,6552.0,6.87,6.76,4.67 +21626,2.43,Premium,G,I1,61.7,60.0,9716.0,8.54,8.49,5.25 +28358,0.4,Ideal,I,VS2,62.6,54.0,667.0,4.74,4.75,2.97 +14348,1.5,Very Good,G,I1,60.3,61.0,5808.0,7.34,7.39,4.44 +36732,0.32,Premium,G,IF,59.4,59.0,954.0,4.48,4.51,2.67 +3543,1.07,Ideal,H,I1,62.1,55.0,3412.0,6.55,6.59,4.08 +20509,1.7,Premium,I,VS1,61.5,58.0,8840.0,7.74,7.64,4.73 +1210,0.71,Very Good,H,VVS1,62.7,57.0,2938.0,5.66,5.72,3.57 +22149,2.01,Good,I,SI1,64.1,60.0,10184.0,7.92,7.88,5.06 +4279,0.8,Ideal,E,VS2,62.2,57.0,3584.0,5.98,5.95,3.71 +7068,0.33,Premium,G,VS2,62.6,58.0,579.0,4.41,4.44,2.77 +51169,0.71,Ideal,F,SI1,62.7,55.0,2346.0,5.65,5.74,3.57 +32370,0.3,Ideal,F,VVS1,62.4,57.0,790.0,4.25,4.28,2.66 +26104,1.53,Ideal,G,VVS2,61.0,55.0,15365.0,7.44,7.5,4.56 +27208,2.02,Very Good,F,SI1,62.7,59.0,17530.0,7.97,8.03,5.02 +20520,1.05,Premium,G,IF,60.6,60.0,8850.0,6.57,6.59,3.99 +10622,1.22,Premium,H,SI1,61.0,59.0,4829.0,6.92,6.86,4.2 +16080,1.5,Good,J,SI2,63.6,58.0,6421.0,7.25,7.18,4.59 +31695,0.36,Premium,F,SI1,60.3,58.0,770.0,4.65,4.6,2.79 +52272,0.71,Very Good,G,VS2,60.4,61.0,2492.0,5.77,5.81,3.5 +29864,0.3,Very Good,D,VS2,62.0,59.0,710.0,4.22,4.27,2.63 +24467,1.32,Very Good,F,VVS2,61.6,61.0,12736.0,6.97,7.02,4.31 +28059,0.38,Ideal,F,SI1,61.1,57.0,660.0,4.7,4.72,2.88 +5182,0.83,Ideal,D,SI2,62.0,55.0,3774.0,6.02,6.05,3.74 +13712,0.37,Ideal,H,VS2,62.0,54.0,603.0,4.64,4.65,2.88 +7758,1.13,Very Good,F,SI2,62.3,59.0,4282.0,6.65,6.68,4.15 +9602,1.01,Very Good,F,SI1,63.5,58.0,4632.0,6.29,6.24,3.98 +15432,1.0,Good,G,VS1,62.4,62.0,6177.0,6.33,6.37,3.96 +37100,0.41,Ideal,E,SI1,62.4,55.0,969.0,4.78,4.74,2.97 +46822,0.7,Premium,H,SI2,60.5,61.0,1808.0,5.75,5.72,3.47 +28766,0.31,Ideal,E,VS2,62.0,55.0,680.0,4.34,4.37,2.7 +7967,1.09,Premium,G,SI1,61.8,59.0,4322.0,6.59,6.53,4.06 +43655,0.51,Ideal,H,SI2,62.0,55.0,1435.0,5.12,5.14,3.18 +34728,0.34,Ideal,E,VS1,61.2,55.0,875.0,4.52,4.56,2.77 +50833,0.7,Ideal,D,SI1,61.2,54.0,2310.0,5.79,5.75,3.53 +48091,1.0,Premium,H,I1,60.4,61.0,1932.0,6.39,6.32,3.84 +51010,0.73,Ideal,I,VS2,62.1,54.0,2327.0,5.79,5.8,3.6 +45695,0.7,Fair,I,SI1,65.8,57.0,1697.0,5.46,5.55,3.62 +5613,0.92,Very Good,F,SI2,62.8,56.0,3873.0,6.19,6.23,3.9 +28224,0.33,Premium,G,VS1,61.6,58.0,666.0,4.39,4.44,2.72 +15313,1.4,Premium,E,SI2,62.4,57.0,6147.0,7.17,7.12,4.46 +40245,0.37,Ideal,D,VS2,61.3,56.0,1124.0,4.64,4.6,2.83 +46437,0.6,Premium,E,SI1,59.4,60.0,1771.0,5.57,5.51,3.29 +45909,0.7,Fair,I,SI1,65.0,56.0,1720.0,5.6,5.5,3.61 +12662,1.26,Ideal,J,SI1,62.0,56.0,5301.0,6.9,6.93,4.29 +29811,0.3,Premium,D,SI1,62.1,58.0,709.0,4.28,4.25,2.65 +9595,0.81,Ideal,F,VVS2,62.3,54.0,4630.0,5.94,6.01,3.72 +47501,0.7,Fair,H,SI1,65.5,57.0,1865.0,5.59,5.55,3.65 +30349,0.37,Very Good,E,VS2,64.0,55.0,728.0,4.52,4.57,2.91 +34117,0.31,Ideal,E,VVS1,61.7,56.0,853.0,4.38,4.4,2.71 +8739,0.96,Premium,E,SI2,58.2,58.0,4462.0,6.52,6.47,3.78 +8848,1.01,Good,E,SI1,64.1,62.0,4480.0,6.26,6.19,3.99 +37459,0.42,Premium,H,VVS2,62.4,57.0,984.0,4.83,4.78,3.0 +50261,0.54,Ideal,G,VVS1,61.8,55.0,2236.0,5.27,5.24,3.25 +2296,0.71,Ideal,D,VS2,62.5,55.0,3161.0,5.74,5.71,3.58 +31566,0.31,Ideal,D,VVS2,62.0,56.0,766.0,4.34,4.37,2.7 +37225,0.4,Ideal,E,VS2,61.1,56.0,975.0,4.77,4.75,2.91 +20067,0.31,Good,G,VS1,63.8,57.0,625.0,4.29,4.33,2.75 +26246,2.03,Very Good,E,SI2,63.0,61.0,15690.0,7.99,8.04,5.05 +26026,0.32,Ideal,G,VS1,62.0,56.0,645.0,4.37,4.41,2.72 +27987,0.3,Ideal,E,VS2,62.1,55.0,658.0,4.28,4.32,2.67 +19290,1.52,Premium,I,SI2,59.8,62.0,8010.0,7.47,7.41,4.45 +33454,0.32,Premium,G,VS1,62.1,58.0,828.0,4.39,4.37,2.72 +5406,1.01,Premium,I,SI2,61.7,60.0,3818.0,6.4,6.34,3.93 +32242,0.43,Ideal,G,SI1,62.6,56.0,789.0,4.79,4.82,3.01 +22872,2.0,Fair,H,SI2,67.9,55.0,10913.0,7.67,7.58,5.18 +25907,2.07,Ideal,H,SI2,62.3,59.0,15036.0,8.1,8.14,5.06 +1078,0.31,Premium,H,SI1,62.8,58.0,558.0,4.32,4.28,2.7 +5145,0.9,Very Good,I,VS2,62.8,52.0,3764.0,6.19,6.23,3.9 +40891,0.5,Fair,E,SI1,65.0,58.0,1176.0,4.98,4.9,3.21 +13045,0.36,Premium,F,SI1,61.6,60.0,600.0,4.54,4.61,2.82 +33011,0.31,Good,E,IF,64.2,60.0,813.0,4.22,4.28,2.73 +21455,1.04,Ideal,E,VVS2,62.0,58.0,9552.0,6.54,6.46,4.03 +32147,0.32,Ideal,F,VVS2,62.0,55.0,786.0,4.39,4.41,2.73 +14491,1.16,Ideal,H,SI1,60.0,60.0,5852.0,6.87,6.84,4.11 +33646,0.38,Ideal,G,VS1,60.8,56.0,833.0,4.66,4.71,2.85 +39995,0.41,Ideal,F,VS2,60.0,56.0,1107.0,4.88,4.82,2.91 +47555,0.53,Very Good,E,VS1,61.8,60.0,1874.0,5.13,5.22,3.2 +49882,0.7,Good,H,SI1,60.2,64.0,2176.0,5.72,5.65,3.42 +29865,0.3,Very Good,D,VS2,62.4,56.0,710.0,4.27,4.32,2.68 +29185,0.3,Ideal,E,VS1,62.1,58.0,694.0,4.26,4.28,2.65 +23172,2.01,Premium,J,SI1,60.3,56.0,11188.0,8.02,7.96,4.82 +18485,1.5,Premium,I,SI2,62.7,57.0,7526.0,7.35,7.28,4.59 +31605,0.3,Good,H,SI2,63.9,56.0,368.0,4.24,4.27,2.72 +45079,0.54,Ideal,G,VS2,61.0,57.0,1644.0,5.24,5.28,3.21 +17939,1.21,Very Good,H,VS1,62.3,58.0,7246.0,6.71,6.74,4.19 +49630,0.32,Premium,J,VS1,60.6,59.0,540.0,4.46,4.42,2.69 +4243,0.82,Ideal,E,SI1,62.1,55.0,3577.0,5.98,6.0,3.72 +50195,0.91,Good,E,I1,57.7,63.0,2225.0,6.3,6.35,3.65 +2899,0.92,Premium,F,SI2,58.1,58.0,3282.0,6.46,6.41,3.74 +9923,1.25,Premium,J,SI2,61.5,57.0,4690.0,7.0,6.93,4.28 +1935,0.61,Ideal,E,VVS1,62.2,56.0,3084.0,5.43,5.47,3.39 +29506,0.4,Very Good,G,SI1,61.1,61.0,702.0,4.7,4.76,2.89 +4805,0.9,Very Good,F,SI1,63.8,54.0,3699.0,6.09,6.13,3.9 +19714,1.51,Fair,I,VS2,64.6,58.0,8287.0,7.19,7.15,4.63 +38793,0.31,Ideal,G,VVS1,60.6,57.0,1046.0,4.4,4.38,2.66 +24326,1.54,Fair,E,SI1,64.7,56.0,12581.0,7.28,7.22,4.69 +3644,0.9,Very Good,H,SI1,62.8,58.0,3437.0,6.13,6.16,3.86 +40749,0.36,Ideal,H,IF,61.3,57.0,1163.0,4.59,4.61,2.82 +367,0.93,Premium,J,SI2,61.9,57.0,2807.0,6.21,6.19,3.84 +53561,0.71,Premium,G,VS2,61.9,62.0,2694.0,5.72,5.69,3.53 +15878,1.05,Ideal,G,VS2,61.7,56.0,6350.0,6.54,6.52,4.03 +41274,0.31,Ideal,I,VS1,61.9,55.0,503.0,4.35,4.38,2.7 +29118,0.34,Ideal,H,VS2,62.6,54.0,689.0,4.5,4.45,2.8 +47250,0.51,Very Good,G,VVS2,63.5,55.0,1842.0,5.09,5.05,3.22 +29450,0.33,Ideal,E,SI1,61.2,56.0,702.0,4.46,4.49,2.74 +31148,0.41,Very Good,E,SI1,62.8,59.0,755.0,4.74,4.75,2.98 +6740,0.36,Ideal,G,VS2,62.3,54.0,579.0,4.59,4.62,2.87 +18474,1.09,Ideal,F,VS2,60.9,54.0,7520.0,6.73,6.66,4.08 +2720,0.26,Good,D,VVS2,63.6,56.0,564.0,4.06,4.09,2.59 +1885,0.9,Good,G,SI1,63.7,56.0,3074.0,6.1,6.06,3.87 +45986,0.3,Very Good,H,VS1,62.9,56.0,526.0,4.22,4.27,2.67 +8979,0.9,Premium,D,VS2,58.7,62.0,4505.0,6.32,6.29,3.7 +40740,0.54,Good,E,SI2,63.4,56.0,1163.0,5.14,5.18,3.27 +40720,0.38,Ideal,F,VVS1,61.1,57.0,1160.0,4.71,4.69,2.87 +22253,1.52,Premium,D,SI2,61.4,54.0,10308.0,7.51,7.43,4.59 +41881,0.46,Very Good,F,VS2,59.9,55.0,1258.0,5.06,5.08,3.04 +41888,0.41,Ideal,G,IF,62.4,54.0,1259.0,4.77,4.82,2.99 +27437,2.2,Ideal,I,SI1,61.7,55.0,18059.0,8.41,8.37,5.18 +46421,0.5,Ideal,E,VS2,60.8,57.0,1768.0,5.16,5.13,3.13 +34371,0.41,Ideal,F,VS2,60.8,56.0,863.0,4.8,4.81,2.92 +32897,0.36,Ideal,E,SI1,62.9,56.0,810.0,4.57,4.52,2.86 +33870,0.3,Ideal,E,VS2,62.0,56.0,844.0,4.34,4.31,2.68 +48513,0.6,Very Good,D,VS2,61.5,59.0,1984.0,5.4,5.43,3.33 +34092,0.33,Ideal,E,VVS1,62.6,58.0,852.0,4.36,4.4,2.74 +39139,0.41,Premium,G,VS2,62.6,59.0,1061.0,4.76,4.73,2.97 +30550,0.31,Ideal,D,VS2,62.6,56.0,734.0,4.33,4.36,2.72 +13952,1.29,Ideal,J,VS1,62.0,57.0,5676.0,6.92,6.98,4.31 +39037,0.37,Ideal,G,IF,61.4,55.0,1056.0,4.63,4.66,2.85 +3172,1.01,Premium,D,SI2,58.9,59.0,3337.0,6.54,6.49,3.84 +26210,1.5,Very Good,D,VS1,60.2,59.0,15600.0,7.3,7.36,4.41 +52141,0.76,Premium,F,SI2,61.8,58.0,2469.0,5.83,5.88,3.62 +48729,0.52,Ideal,G,VVS2,62.1,56.0,2012.0,5.17,5.14,3.2 +42725,0.6,Premium,H,SI1,58.9,61.0,1341.0,5.54,5.5,3.25 +17992,1.05,Very Good,F,VS1,60.2,58.0,7276.0,6.62,6.74,4.02 +3654,1.01,Ideal,F,I1,62.2,54.0,3439.0,6.44,6.42,4.0 +49532,0.6,Premium,E,VS2,59.3,60.0,2124.0,5.51,5.46,3.25 +20692,1.09,Ideal,G,VVS2,61.5,57.0,8970.0,6.62,6.65,4.08 +22719,1.42,Ideal,G,VS2,62.6,57.0,10735.0,7.19,7.15,4.49 +10521,1.04,Ideal,E,SI2,62.0,55.0,4804.0,6.48,6.51,4.03 +8578,1.05,Very Good,F,SI2,62.1,58.0,4436.0,6.47,6.5,4.03 +10223,0.97,Ideal,G,SI2,61.6,56.0,4743.0,6.31,6.39,3.91 +43849,0.5,Good,F,VS2,62.8,61.0,1447.0,4.94,5.0,3.12 +35147,0.43,Ideal,J,IF,62.4,56.0,890.0,4.84,4.87,3.03 +43535,0.53,Ideal,H,VS2,61.6,55.0,1427.0,5.23,5.25,3.23 +23452,1.5,Very Good,D,SI1,62.7,59.0,11442.0,7.21,7.24,4.53 +1325,0.74,Fair,G,VVS2,65.2,58.0,2959.0,5.7,5.6,3.69 +33721,0.42,Premium,E,SI2,58.8,60.0,838.0,4.9,4.86,2.87 +23061,1.25,Ideal,G,VVS2,62.0,59.0,11089.0,6.88,6.96,4.29 +44214,0.42,Ideal,G,VVS2,61.7,56.0,1571.0,4.84,4.88,3.0 +4981,0.7,Ideal,D,VVS2,60.9,59.0,3737.0,5.69,5.73,3.48 +44336,0.33,Premium,H,VS2,62.3,58.0,521.0,4.38,4.41,2.74 +4636,1.03,Very Good,F,SI2,63.1,57.0,3668.0,6.42,6.38,4.04 +6225,1.0,Very Good,E,SI2,59.5,63.0,4004.0,6.41,6.47,3.83 +42062,0.51,Very Good,F,SI1,63.7,55.0,1271.0,5.06,5.11,3.24 +52083,0.84,Ideal,J,VS1,62.0,55.0,2456.0,6.07,6.06,3.76 +47964,0.52,Premium,D,VS2,61.2,58.0,1919.0,5.2,5.16,3.17 +545,0.8,Good,E,SI2,63.7,54.0,2829.0,5.91,5.87,3.75 +38364,0.4,Premium,H,VS1,61.3,59.0,1021.0,4.79,4.74,2.92 +46038,0.57,Ideal,E,SI1,61.9,56.0,1728.0,5.35,5.32,3.3 +12365,0.26,Very Good,D,VVS2,60.4,59.0,597.0,4.15,4.19,2.52 +4299,0.78,Ideal,G,VS2,62.0,57.0,3590.0,5.9,5.86,3.65 +14929,1.34,Ideal,J,VS1,62.0,57.0,6010.0,7.12,7.04,4.39 +31326,0.32,Ideal,E,VS1,61.8,55.0,758.0,4.4,4.43,2.73 +19085,1.07,Ideal,G,VS1,62.1,57.0,7858.0,6.48,6.57,4.05 +26571,1.51,Premium,E,VS1,59.5,59.0,16277.0,7.54,7.48,4.47 +46292,0.3,Good,G,VS2,63.5,54.0,526.0,4.25,4.28,2.71 +47412,0.57,Premium,E,VS2,61.0,58.0,1851.0,5.31,5.34,3.25 +11485,1.11,Good,D,SI2,58.0,62.0,5015.0,6.77,6.81,3.94 +20201,1.07,Ideal,F,VS2,61.7,57.0,8640.0,6.52,6.54,4.03 +25257,1.69,Ideal,H,VS1,61.0,57.0,13882.0,7.72,7.66,4.69 +42663,0.39,Ideal,E,IF,61.3,56.0,1333.0,4.71,4.75,2.9 +44874,0.64,Very Good,D,SI2,62.8,54.0,1629.0,5.5,5.52,3.46 +9772,1.11,Ideal,H,SI2,62.0,54.0,4662.0,6.64,6.61,4.11 +38355,0.33,Ideal,F,VVS1,61.8,57.0,1021.0,4.47,4.43,2.75 +37848,0.33,Premium,D,VS2,61.2,58.0,1002.0,4.44,4.41,2.71 +18497,1.51,Premium,H,VS2,61.2,59.0,7534.0,7.4,7.38,4.52 +35406,0.32,Ideal,E,VS2,61.9,56.0,900.0,4.4,4.36,2.71 +49459,0.6,Very Good,E,VS1,60.9,58.0,2112.0,5.43,5.48,3.32 +52578,0.71,Ideal,G,VS2,61.6,55.0,2537.0,5.74,5.78,3.55 +12558,1.06,Ideal,H,VS2,61.2,55.0,5277.0,6.57,6.61,4.03 +27455,2.3,Ideal,H,SI2,62.6,54.0,18108.0,8.42,8.46,5.28 +48599,0.7,Fair,I,VS2,64.4,55.0,1996.0,5.6,5.55,3.59 +489,0.72,Premium,E,VS2,60.3,59.0,2822.0,5.84,5.8,3.51 +42296,0.32,Very Good,H,VS2,63.0,57.0,505.0,4.33,4.37,2.74 +1149,0.7,Very Good,E,SI1,61.8,59.0,2923.0,5.63,5.69,3.5 +15917,1.02,Very Good,E,VS2,60.6,61.0,6366.0,6.44,6.47,3.91 +20658,1.05,Ideal,G,VVS1,60.7,55.0,8946.0,6.6,6.65,4.02 +23553,1.7,Very Good,H,SI1,63.6,59.0,11560.0,7.46,7.55,4.77 +8704,0.4,Premium,I,SI2,62.9,59.0,585.0,4.68,4.63,2.93 +10664,1.2,Premium,I,SI2,61.5,58.0,4838.0,6.82,6.77,4.18 +44674,0.66,Ideal,H,SI1,62.4,58.0,1609.0,5.53,5.56,3.46 +17456,1.24,Premium,F,SI1,61.6,59.0,7000.0,6.9,6.86,4.24 +39723,0.5,Good,E,SI1,64.0,57.0,1090.0,5.04,4.99,3.21 +18813,1.26,Ideal,H,SI1,62.0,56.0,7701.0,6.92,6.94,4.3 +6145,0.9,Very Good,H,VS2,62.1,57.0,3989.0,6.16,6.23,3.85 +39069,0.4,Ideal,D,VS1,62.3,56.0,1059.0,4.74,4.77,2.96 +17087,1.2,Very Good,G,VS1,63.3,57.0,6814.0,6.77,6.71,4.26 +47955,0.66,Very Good,F,SI1,59.2,58.0,1918.0,5.69,5.72,3.38 +20769,1.2,Very Good,F,VS2,61.8,58.0,9007.0,6.75,6.78,4.18 +9162,1.0,Good,D,SI2,64.5,59.0,4541.0,6.25,6.31,4.05 +36771,0.34,Ideal,G,VVS1,62.1,57.0,956.0,4.47,4.45,2.77 +2883,0.91,Fair,H,SI1,65.3,62.0,3278.0,6.11,6.01,3.96 +6555,0.93,Premium,I,VS2,62.7,61.0,4073.0,6.24,6.14,3.88 +36234,0.42,Ideal,G,VVS2,60.6,56.0,933.0,4.86,4.88,2.95 +6476,0.9,Good,G,VS2,62.1,59.0,4054.0,6.02,6.16,3.78 +31254,0.46,Ideal,F,SI2,61.5,54.0,758.0,4.98,5.01,3.07 +46574,0.52,Fair,F,VS1,57.2,59.0,1784.0,5.35,5.39,3.07 +490,0.72,Premium,E,VS2,60.9,60.0,2822.0,5.8,5.76,3.52 +49448,0.7,Ideal,I,SI1,62.5,55.0,2110.0,5.7,5.73,3.57 +41095,0.51,Good,D,SI1,63.4,59.0,1193.0,5.07,5.02,3.2 +36248,0.41,Ideal,E,VS2,62.4,54.0,935.0,4.76,4.79,2.98 +7596,0.91,Good,G,VS2,63.6,58.0,4257.0,6.1,6.14,3.89 +15197,1.51,Good,J,SI2,58.1,64.0,6104.0,7.53,7.57,4.39 +27969,0.3,Premium,E,VS2,62.6,58.0,658.0,4.26,4.3,2.68 +47837,0.64,Good,G,VS2,64.1,55.3,1906.0,5.43,5.45,3.49 +20316,1.74,Good,I,SI2,60.1,64.0,8731.0,7.82,7.71,4.67 +20633,1.36,Ideal,G,SI1,61.0,56.0,8927.0,7.17,7.2,4.38 +15978,1.36,Good,E,SI2,58.0,64.0,6397.0,7.26,7.19,4.19 +10725,0.31,Ideal,D,SI2,62.6,57.0,593.0,4.35,4.27,2.7 +41171,0.39,Ideal,G,IF,61.4,54.0,1200.0,4.71,4.73,2.9 +8352,1.04,Fair,D,SI2,64.9,56.0,4398.0,6.39,6.34,4.13 +37299,0.33,Ideal,D,VS1,61.2,55.0,978.0,4.48,4.51,2.75 +3705,1.0,Ideal,E,SI2,62.9,56.0,3450.0,6.32,6.3,3.97 +47762,0.51,Ideal,G,VVS1,60.5,59.0,1893.0,5.16,5.19,3.13 +3274,1.0,Premium,H,SI2,59.8,61.0,3360.0,6.24,6.17,3.71 +32059,0.33,Premium,I,VVS1,61.7,61.0,780.0,4.45,4.43,2.74 +19770,1.22,Very Good,G,VS2,62.3,58.0,8340.0,6.79,6.82,4.24 +17322,1.06,Ideal,I,VVS1,60.2,57.0,6945.0,6.62,6.66,4.0 +45053,0.52,Very Good,G,VS1,63.8,58.0,1641.0,5.06,5.09,3.24 +31717,0.33,Ideal,E,VS1,62.3,53.8,771.0,4.42,4.44,2.76 +19903,1.06,Ideal,G,VS1,62.3,55.0,8451.0,6.5,6.53,4.06 +36335,0.32,Premium,G,VVS2,62.3,54.0,936.0,4.45,4.38,2.75 +44112,0.57,Ideal,H,VS2,61.6,55.0,1558.0,5.34,5.36,3.29 +34641,0.31,Ideal,E,VS2,61.9,55.0,872.0,4.39,4.34,2.7 +1790,0.81,Ideal,E,SI2,62.1,57.0,3050.0,5.97,5.91,3.69 +35637,0.36,Very Good,H,SI2,61.2,55.0,475.0,4.59,4.62,2.81 +26037,0.32,Premium,G,VS1,61.7,58.0,645.0,4.38,4.41,2.71 +5046,0.4,Ideal,I,SI1,61.8,55.0,573.0,4.74,4.78,2.94 +9453,1.0,Good,H,SI1,63.8,53.0,4596.0,6.39,6.27,4.04 +34560,0.4,Very Good,G,VS1,61.5,57.0,871.0,4.73,4.77,2.92 +22318,1.63,Ideal,E,SI2,61.7,57.0,10357.0,7.5,7.54,4.64 +45586,0.52,Ideal,E,VS2,62.0,55.0,1689.0,5.14,5.19,3.2 +40511,0.45,Good,F,VS1,58.6,62.2,1144.0,5.0,5.05,2.95 +1864,0.78,Ideal,E,SI1,62.7,55.0,3067.0,5.87,5.9,3.69 +32963,0.3,Ideal,F,SI1,62.3,56.0,461.0,4.27,4.3,2.67 +25941,2.01,Premium,G,SI1,61.8,59.0,15105.0,8.15,8.09,5.02 +28460,0.32,Very Good,G,VVS2,61.5,54.0,672.0,4.4,4.42,2.71 +45004,0.57,Ideal,F,VS2,59.2,57.0,1637.0,5.45,5.5,3.24 +36462,0.31,Premium,D,VS2,61.7,59.0,942.0,4.34,4.31,2.67 +45625,0.55,Ideal,D,SI1,60.6,56.0,1692.0,5.27,5.32,3.21 +38917,0.33,Ideal,G,IF,61.6,56.0,1052.0,4.48,4.45,2.75 +52727,0.71,Ideal,I,VS1,62.2,54.0,2557.0,5.71,5.75,3.56 +14832,1.03,Ideal,F,SI1,62.0,56.0,5974.0,6.47,6.5,4.02 +43517,0.58,Very Good,E,SI1,61.5,58.0,1424.0,5.31,5.36,3.28 +34097,0.36,Premium,D,VS2,61.8,58.0,852.0,4.55,4.58,2.82 +8786,1.0,Ideal,H,SI1,62.6,57.0,4469.0,6.4,6.37,4.0 +23966,2.18,Very Good,F,SI2,63.4,60.0,12099.0,8.2,8.17,5.19 +112,0.74,Ideal,E,SI2,62.2,56.0,2761.0,5.8,5.84,3.62 +49933,0.7,Premium,H,VS2,62.2,58.0,2184.0,5.74,5.68,3.55 +23077,1.87,Premium,I,SI2,60.3,61.0,11105.0,7.95,7.91,4.78 +5902,0.92,Premium,I,VVS1,62.4,59.0,3932.0,6.17,6.14,3.84 +5380,0.34,Premium,I,SI1,60.2,59.0,574.0,4.55,4.52,2.73 +41200,0.32,Ideal,F,IF,61.8,56.0,1204.0,4.4,4.44,2.73 +49257,0.54,Ideal,G,VVS1,61.3,56.0,2087.0,5.28,5.23,3.22 +14278,1.01,Premium,D,SI1,60.0,59.0,5780.0,6.51,6.45,3.89 +19752,1.02,Ideal,G,VVS1,61.5,57.0,8317.0,6.47,6.44,3.97 +36662,0.38,Ideal,G,VVS1,61.2,54.0,949.0,4.69,4.72,2.88 +49485,0.7,Fair,I,VS2,64.7,60.0,2117.0,5.55,5.49,3.57 +32332,0.36,Premium,E,VS2,59.3,59.0,789.0,4.6,4.68,2.75 +44435,0.48,Ideal,H,VVS2,62.5,56.0,1590.0,4.98,5.02,3.12 +40692,0.5,Good,D,SI2,63.4,59.0,1157.0,5.0,5.03,3.18 +51256,0.54,Very Good,F,VVS1,59.7,56.0,2356.0,5.33,5.35,3.19 +42163,0.53,Ideal,G,SI1,61.0,56.0,1284.0,5.23,5.26,3.2 +31561,0.38,Very Good,G,VS2,60.8,61.0,766.0,4.65,4.66,2.83 +6060,0.32,Premium,I,VS2,62.2,59.0,576.0,4.37,4.35,2.71 +6201,0.91,Very Good,H,SI1,59.2,60.0,3998.0,6.3,6.41,3.76 +29226,0.31,Ideal,G,VS1,62.7,57.0,695.0,4.34,4.31,2.71 +11166,1.07,Premium,D,SI2,62.4,61.0,4949.0,6.51,6.48,4.05 +49786,0.71,Good,I,VS1,64.2,56.0,2161.0,5.62,5.66,3.62 +5185,0.9,Premium,G,SI1,62.7,59.0,3774.0,6.14,6.1,3.84 +6665,0.91,Ideal,H,SI1,61.6,56.0,4096.0,6.21,6.25,3.84 +12844,1.25,Ideal,I,SI2,62.0,57.0,5355.0,6.92,6.85,4.27 +26909,2.63,Ideal,J,SI2,62.1,57.0,16914.0,8.83,8.88,5.5 +21879,1.52,Ideal,F,SI2,61.9,57.0,9948.0,7.33,7.37,4.55 +40668,0.44,Ideal,G,VVS2,61.8,56.0,1155.0,4.94,4.9,3.04 +33950,0.23,Very Good,F,VVS2,60.4,61.0,465.0,3.92,3.96,2.38 +13236,1.22,Premium,I,SI1,62.1,59.0,5466.0,6.86,6.8,4.24 +32148,0.4,Good,D,VS2,63.2,57.0,786.0,4.65,4.71,2.96 +7499,0.7,Very Good,E,VVS2,61.7,57.0,4240.0,5.68,5.71,3.51 +31213,0.32,Premium,D,SI1,62.3,55.0,756.0,4.42,4.38,2.74 +47239,0.55,Ideal,G,VS1,60.9,55.0,1841.0,5.27,5.31,3.22 +9998,1.0,Premium,E,SI2,61.1,58.0,4704.0,6.48,6.44,3.95 +53878,0.77,Premium,F,SI1,60.0,61.0,2745.0,5.97,5.93,3.57 +23895,1.57,Very Good,F,SI1,60.3,57.0,11998.0,7.55,7.6,4.57 +732,0.31,Ideal,I,VVS1,61.3,56.0,557.0,4.36,4.38,2.68 +39371,0.5,Very Good,D,SI2,58.5,60.0,1074.0,5.19,5.21,3.04 +3541,1.01,Good,I,SI2,64.1,58.0,3411.0,6.31,6.26,4.03 +30450,0.41,Ideal,J,SI2,62.5,54.0,731.0,4.78,4.79,2.99 +3498,0.92,Premium,F,SI1,58.5,57.0,3400.0,6.39,6.37,3.73 +18454,1.0,Very Good,G,VVS1,62.3,56.0,7507.0,6.29,6.4,3.95 +53694,0.77,Ideal,F,SI1,61.3,56.0,2717.0,5.91,5.94,3.63 +51329,0.31,Premium,I,VVS2,62.1,58.0,544.0,4.33,4.37,2.7 +24710,0.31,Premium,E,VS2,58.6,58.0,639.0,4.46,4.42,2.6 +35129,0.4,Very Good,E,VS2,63.0,57.0,888.0,4.67,4.69,2.95 +25551,1.6,Very Good,G,VS2,61.0,57.0,14383.0,7.55,7.59,4.62 +21878,1.5,Good,H,SI1,64.3,60.0,9946.0,7.23,7.14,4.62 +17438,1.0,Ideal,E,VS2,61.5,55.0,6989.0,6.47,6.44,3.97 +16766,1.31,Ideal,F,SI2,62.7,57.0,6676.0,7.05,6.98,4.4 +3788,0.81,Very Good,D,SI1,63.1,57.0,3462.0,5.91,5.94,3.74 +18683,1.36,Good,G,SI1,63.8,55.0,7639.0,6.97,6.94,4.44 +24239,2.11,Premium,J,SI2,60.7,60.0,12440.0,8.2,8.27,5.0 +2723,0.26,Very Good,E,VVS2,60.8,61.0,564.0,4.12,4.13,2.51 +51995,0.71,Ideal,G,VS2,62.9,56.0,2443.0,5.73,5.68,3.59 +43706,0.67,Fair,I,VS2,57.2,70.0,1436.0,5.82,5.75,3.31 +22875,1.57,Premium,G,SI1,59.2,59.0,10914.0,7.6,7.68,4.52 +14015,1.01,Good,G,VS2,63.9,54.0,5701.0,6.37,6.31,4.05 +13747,1.21,Ideal,J,VS1,61.8,56.2,5604.0,6.78,6.86,4.2 +52384,0.57,Ideal,E,VVS2,61.0,57.0,2507.0,5.37,5.36,3.27 +13925,1.02,Ideal,H,VS2,60.4,57.0,5666.0,6.58,6.54,3.96 +39606,0.32,Ideal,F,SI1,61.3,55.0,491.0,4.44,4.47,2.73 +29152,0.41,Very Good,I,SI2,63.5,57.0,692.0,4.72,4.7,2.99 +26747,2.0,Premium,I,VS2,60.7,60.0,16544.0,8.02,8.07,4.88 +47935,0.56,Ideal,E,VS2,61.7,54.0,1915.0,5.35,5.28,3.28 +26522,1.98,Premium,I,VS1,62.5,58.0,16171.0,7.95,7.99,4.98 +8369,1.0,Good,E,SI2,63.5,54.0,4400.0,6.35,6.41,4.05 +3762,0.71,Ideal,F,VS1,62.1,56.0,3457.0,5.69,5.75,3.55 +42522,0.45,Premium,G,VVS1,60.1,58.0,1323.0,4.97,4.95,2.98 +48141,0.49,Premium,D,VVS2,58.8,60.0,1940.0,5.26,5.14,3.06 +4510,0.74,Ideal,E,VVS2,61.9,57.0,3633.0,5.79,5.81,3.59 +35916,0.43,Premium,H,SI1,59.0,58.0,919.0,4.96,4.93,2.92 +34424,0.3,Ideal,G,IF,60.9,56.0,863.0,4.34,4.36,2.65 +35271,0.3,Ideal,E,VVS1,61.5,57.0,895.0,4.33,4.35,2.67 +3733,0.36,Ideal,I,VS1,62.1,57.0,568.0,4.54,4.58,2.83 +23298,1.11,Very Good,E,VVS1,60.2,59.0,11330.0,6.67,6.79,4.05 +53041,0.71,Ideal,G,SI1,62.5,57.0,2604.0,5.67,5.69,3.55 +21813,1.24,Very Good,F,VS1,59.0,60.0,9885.0,7.0,7.07,4.15 +28825,0.41,Premium,H,SI1,61.7,60.0,683.0,4.71,4.75,2.92 +11327,1.18,Premium,G,SI2,60.5,60.0,4988.0,6.88,6.81,4.14 +9842,1.08,Ideal,G,SI2,61.9,58.0,4675.0,6.55,6.57,4.06 +48687,0.77,Fair,J,VS1,61.2,66.0,2005.0,5.92,5.83,3.6 +48528,0.74,Ideal,J,VS1,61.2,56.0,1985.0,5.82,5.87,3.58 +8370,0.97,Premium,G,SI1,62.6,58.0,4400.0,6.24,6.18,3.89 +41155,0.41,Ideal,G,VVS2,61.7,55.0,1199.0,4.81,4.85,2.98 +22137,1.2,Premium,G,IF,59.4,61.0,10169.0,6.95,6.92,4.12 +36347,0.42,Very Good,I,IF,60.1,58.0,938.0,4.83,4.88,2.92 +29707,0.31,Very Good,G,VVS2,60.0,62.0,707.0,4.4,4.44,2.65 +33185,0.41,Fair,E,SI2,64.7,55.0,818.0,4.7,4.67,3.03 +28630,0.26,Ideal,H,VS2,61.3,56.0,434.0,4.09,4.13,2.52 +38366,0.6,Very Good,J,SI2,62.9,60.0,1022.0,5.34,5.38,3.37 +1105,0.71,Ideal,D,SI1,61.7,57.0,2913.0,5.7,5.75,3.53 +38188,0.41,Premium,D,SI1,61.0,59.0,1015.0,4.78,4.76,2.91 +36817,0.51,Premium,F,SI2,62.9,59.0,956.0,5.11,5.07,3.2 +49159,0.5,Ideal,G,VVS1,62.2,56.0,2070.0,5.12,5.1,3.18 +5782,0.9,Very Good,E,SI2,62.6,58.0,3902.0,6.1,6.16,3.84 +11564,1.09,Very Good,E,SI2,60.9,59.0,5035.0,6.61,6.75,4.07 +51926,0.9,Fair,J,SI1,64.6,61.0,2438.0,5.92,5.87,3.81 +46769,0.73,Fair,J,VS1,64.6,60.0,1802.0,5.68,5.59,3.64 +35522,0.43,Very Good,F,VS2,61.0,57.0,905.0,4.84,4.87,2.96 +33016,0.31,Good,F,VS1,56.7,60.0,814.0,4.57,4.5,2.57 +26181,1.52,Premium,F,VS1,61.0,58.0,15522.0,7.42,7.39,4.52 +36842,0.37,Premium,F,VS2,61.2,58.0,957.0,4.69,4.63,2.85 +30147,0.32,Premium,E,SI1,60.2,60.0,720.0,4.44,4.39,2.66 +10774,1.02,Premium,G,SI1,60.7,60.0,4855.0,6.51,6.48,3.94 +24508,1.5,Premium,G,VS2,62.5,59.0,12787.0,7.27,7.23,4.53 +2219,0.71,Very Good,D,VS1,58.1,62.0,3145.0,5.84,5.89,3.41 +24391,1.7,Ideal,I,VS1,62.2,55.0,12622.0,7.63,7.67,4.76 +47186,0.57,Ideal,G,VS1,62.3,53.7,1837.0,5.32,5.35,3.32 +43296,0.52,Ideal,H,VS2,61.3,55.0,1401.0,5.2,5.24,3.2 +16211,1.02,Ideal,F,VS2,62.7,56.0,6479.0,6.39,6.44,4.02 +30620,0.34,Very Good,G,SI2,62.8,58.0,447.0,4.43,4.46,2.79 +30561,0.31,Ideal,D,VS2,61.7,55.0,734.0,4.35,4.4,2.7 +22905,1.24,Ideal,G,VS1,61.8,55.0,10946.0,6.85,6.89,4.25 +39136,0.41,Ideal,G,VS2,62.7,56.0,1061.0,4.76,4.72,2.97 +43754,0.53,Ideal,E,SI2,61.4,56.0,1438.0,5.21,5.25,3.21 +39381,0.38,Ideal,G,IF,61.6,56.0,1074.0,4.67,4.72,2.89 +43992,0.3,Premium,J,VS1,62.6,58.0,394.0,4.28,4.31,2.69 +14851,0.94,Premium,D,VS1,62.3,58.0,5980.0,6.34,6.28,3.93 +13904,1.05,Premium,D,SI1,60.5,60.0,5659.0,6.53,6.62,3.98 +4705,0.9,Very Good,F,SI1,63.6,58.0,3679.0,6.1,6.13,3.89 +27393,2.04,Very Good,H,SI1,62.5,61.0,17952.0,8.04,8.08,5.04 +987,0.53,Ideal,F,VVS1,61.6,56.0,2896.0,5.18,5.24,3.21 +12326,1.27,Very Good,J,SI1,60.9,59.0,5224.0,6.96,7.04,4.26 +17771,1.05,Ideal,G,VS1,61.3,57.0,7155.0,6.58,6.51,4.01 +31044,0.33,Ideal,F,VVS2,62.4,55.0,750.0,4.43,4.45,2.77 +50222,0.7,Very Good,F,SI1,61.6,55.0,2230.0,5.66,5.7,3.5 +19899,1.0,Premium,F,VVS2,59.9,60.0,8448.0,6.46,6.5,3.88 +33078,0.26,Premium,E,VVS1,60.9,59.0,814.0,4.12,4.09,2.5 +24129,2.09,Very Good,H,SI2,60.1,63.0,12295.0,8.21,8.16,4.92 +48098,0.57,Very Good,G,VS1,59.9,57.0,1934.0,5.38,5.47,3.25 +6861,1.07,Premium,I,SI1,61.2,58.0,4126.0,6.62,6.55,4.03 +274,0.76,Ideal,I,VS2,61.3,56.0,2793.0,5.87,5.91,3.61 +37017,0.33,Premium,G,VVS2,61.0,58.0,965.0,4.48,4.44,2.72 +19096,1.11,Good,D,VS2,63.2,57.0,7863.0,6.61,6.64,4.18 +38526,0.34,Ideal,E,VS1,62.0,56.0,1033.0,4.52,4.48,2.79 +21133,1.51,Fair,D,SI1,64.1,60.0,9293.0,7.18,7.11,4.58 +38330,0.32,Ideal,E,VVS1,61.7,55.0,1020.0,4.42,4.39,2.72 +11706,0.34,Premium,E,SI1,59.3,58.0,596.0,4.55,4.59,2.71 +7733,0.3,Ideal,H,VVS2,62.5,55.0,581.0,4.29,4.32,2.69 +23862,2.01,Good,I,VS2,64.3,60.0,11954.0,7.91,7.86,5.07 +27441,2.19,Very Good,E,SI2,62.4,61.0,18067.0,8.23,8.31,5.16 +25874,2.01,Good,H,SI1,62.8,59.0,14968.0,7.98,8.01,5.02 +30987,0.37,Ideal,F,VS2,61.1,57.0,746.0,4.63,4.67,2.84 +28027,0.3,Very Good,E,VS2,62.4,57.0,658.0,4.24,4.26,2.65 +4401,0.31,Ideal,D,SI1,61.1,56.0,571.0,4.36,4.38,2.67 +30267,0.31,Good,E,VVS1,60.9,61.0,725.0,4.32,4.35,2.64 +33378,0.41,Ideal,G,VS2,62.7,56.0,827.0,4.72,4.76,2.97 +16265,1.09,Premium,G,VS2,61.7,58.0,6504.0,6.6,6.53,4.05 +42295,0.36,Good,E,SI2,63.7,54.0,505.0,4.52,4.55,2.89 +1546,0.83,Very Good,E,SI1,62.1,58.0,3002.0,6.01,6.04,3.74 +44029,0.51,Ideal,E,SI1,62.8,55.0,1546.0,5.12,5.07,3.2 +30157,0.3,Ideal,E,SI1,61.4,56.0,720.0,4.36,4.33,2.67 +44113,0.58,Ideal,G,VS2,61.2,55.0,1558.0,5.4,5.45,3.32 +29930,0.5,Fair,F,I1,63.8,58.0,713.0,5.08,4.97,3.21 +40728,0.62,Ideal,I,SI2,62.5,55.0,1161.0,5.45,5.49,3.42 +52831,0.71,Good,E,SI1,61.5,61.0,2573.0,5.64,5.67,3.48 +11506,1.06,Very Good,H,SI1,62.6,58.0,5020.0,6.4,6.51,4.04 +9874,1.0,Fair,F,SI1,56.5,60.0,4679.0,6.62,6.66,3.75 +31453,0.34,Ideal,G,VS2,61.5,55.0,765.0,4.5,4.47,2.76 +38177,0.53,Premium,H,SI2,62.5,60.0,1015.0,5.16,5.18,3.23 +46856,0.59,Very Good,F,VS2,60.1,57.0,1813.0,5.44,5.48,3.28 +33306,0.33,Ideal,H,VVS2,61.3,56.0,827.0,4.43,4.47,2.73 +49321,0.51,Ideal,F,VVS2,61.2,56.0,2093.0,5.17,5.19,3.17 +39772,0.36,Ideal,D,VS2,61.0,56.0,1094.0,4.63,4.59,2.81 +25154,1.3,Very Good,E,VVS2,60.5,58.0,13725.0,7.05,7.11,4.28 +2203,0.72,Good,E,VS2,60.8,62.0,3140.0,5.73,5.78,3.5 +19791,1.07,Premium,D,VS1,62.0,60.0,8359.0,6.55,6.49,4.04 +28554,0.3,Ideal,H,VS1,62.3,55.0,675.0,4.34,4.29,2.69 +10230,0.91,Good,G,VS1,64.1,60.0,4744.0,6.11,6.06,3.9 +31072,0.33,Ideal,G,VVS2,61.7,55.0,752.0,4.42,4.46,2.74 +42559,0.42,Ideal,D,VVS2,62.1,55.0,1326.0,4.78,4.81,2.98 +44405,0.55,Ideal,H,SI1,60.8,56.0,1584.0,5.3,5.33,3.23 +47510,0.72,Very Good,J,SI1,61.1,57.0,1866.0,5.75,5.8,3.53 +37925,0.23,Very Good,F,IF,61.0,62.0,485.0,3.95,3.99,2.42 +43633,0.43,Ideal,E,VVS1,61.3,57.0,1433.0,4.84,4.88,2.98 +5971,0.9,Very Good,F,SI1,63.4,58.0,3950.0,6.09,6.12,3.87 +6015,0.91,Very Good,F,SI1,62.7,56.0,3963.0,6.11,6.17,3.85 +13944,1.21,Very Good,I,SI1,61.8,59.0,5672.0,6.75,6.78,4.18 +37001,0.5,Good,J,VS2,63.2,60.0,965.0,5.01,5.06,3.18 +33157,0.31,Very Good,G,VVS1,62.6,61.0,816.0,4.28,4.31,2.69 +47342,0.5,Ideal,D,VS2,62.3,55.0,1845.0,5.11,5.07,3.17 +35446,0.32,Ideal,E,VS2,62.2,55.0,900.0,4.38,4.37,2.72 +29740,0.32,Ideal,G,VVS2,61.6,56.0,708.0,4.42,4.44,2.73 +5528,0.81,Ideal,D,SI1,62.0,56.0,3852.0,5.97,6.0,3.71 +14842,1.24,Ideal,I,SI1,61.1,60.0,5976.0,6.94,6.91,4.23 +17890,1.07,Ideal,G,VS1,61.4,57.0,7222.0,6.57,6.6,4.04 +38195,0.41,Very Good,E,SI1,63.2,56.0,1015.0,4.74,4.72,2.99 +5997,0.91,Premium,D,SI2,61.2,58.0,3958.0,6.21,6.25,3.81 +4767,0.93,Premium,G,SI2,62.2,55.0,3689.0,6.27,6.24,3.89 +37262,0.32,Very Good,I,SI2,63.4,56.0,480.0,4.37,4.34,2.76 +9898,1.01,Good,E,SI2,58.7,63.0,4685.0,6.52,6.6,3.85 +29849,0.3,Premium,D,VS2,61.7,58.0,710.0,4.3,4.32,2.66 +24989,1.51,Very Good,G,VVS2,63.6,57.0,13500.0,7.2,7.32,4.62 +3430,0.76,Ideal,D,VS2,61.2,57.0,3384.0,5.91,5.89,3.61 +52632,0.32,Ideal,G,VS1,61.3,55.0,551.0,4.43,4.45,2.72 +22960,1.5,Premium,H,VS1,61.1,58.0,11007.0,7.46,7.37,4.53 +32049,0.36,Very Good,D,VS2,62.4,58.0,780.0,4.48,4.53,2.81 +15607,1.3,Premium,F,SI2,61.1,58.0,6261.0,7.02,6.98,4.28 +14654,1.2,Ideal,I,VS2,62.1,57.0,5914.0,6.78,6.71,4.19 +11721,0.34,Ideal,G,VS2,62.2,57.0,596.0,4.44,4.47,2.77 +10518,0.71,Ideal,E,VVS1,62.0,56.0,4802.0,5.69,5.73,3.54 +11033,1.0,Very Good,G,SI1,61.4,57.0,4919.0,6.45,6.42,3.95 +19244,1.59,Ideal,I,SI2,61.6,57.0,7978.0,7.56,7.51,4.64 +30469,0.31,Very Good,D,SI1,63.5,58.0,732.0,4.3,4.27,2.72 +2918,0.91,Good,G,SI1,64.3,60.0,3286.0,6.12,6.04,3.91 +38762,0.43,Ideal,I,IF,62.3,53.0,1046.0,4.82,4.9,3.02 +50922,0.71,Very Good,F,VS2,63.2,59.0,2319.0,5.66,5.6,3.56 +43836,0.52,Very Good,G,VS2,63.7,56.0,1446.0,5.08,5.13,3.25 +10046,0.31,Ideal,I,SI1,62.5,56.0,418.0,4.29,4.35,2.7 +4822,0.9,Ideal,F,SI2,62.6,57.0,3704.0,6.2,6.13,3.86 +18570,1.02,Ideal,G,VS1,62.8,55.0,7574.0,6.45,6.41,4.04 +7433,0.9,Good,E,SI1,59.8,64.0,4229.0,6.14,6.21,3.69 +53688,0.74,Ideal,I,VVS1,62.3,55.0,2715.0,5.77,5.82,3.61 +46629,0.3,Ideal,G,VS2,61.3,56.0,526.0,4.28,4.33,2.64 +29651,0.35,Ideal,F,VS2,61.4,55.0,706.0,4.55,4.6,2.81 +13616,1.01,Ideal,E,SI1,61.9,56.0,5571.0,6.43,6.47,3.99 +24585,2.05,Premium,D,SI2,60.0,58.0,12891.0,8.31,8.23,4.96 +29491,0.32,Ideal,E,VS2,62.2,55.0,702.0,4.37,4.38,2.72 +29489,0.32,Ideal,E,VS2,62.3,57.0,702.0,4.41,4.42,2.75 +6941,1.5,Good,G,I1,63.7,57.0,4140.0,7.28,7.21,4.62 +6548,1.01,Good,H,SI2,63.7,55.0,4072.0,6.37,6.32,4.04 +51140,1.01,Fair,I,I1,56.1,63.0,2342.0,6.7,6.65,3.74 +50131,0.63,Premium,F,VS2,61.0,61.0,2211.0,5.6,5.49,3.38 +8313,1.0,Good,H,SI1,63.9,56.0,4389.0,6.28,6.31,4.02 +34254,0.33,Very Good,D,VVS2,61.9,56.0,856.0,4.44,4.48,2.76 +25904,1.83,Ideal,H,SI1,61.5,56.0,15032.0,7.87,7.81,4.82 +41601,0.24,Very Good,F,VS1,62.9,59.0,393.0,3.95,3.97,2.49 +9559,0.92,Very Good,F,SI1,62.2,55.0,4621.0,6.19,6.26,3.87 +20900,1.53,Ideal,I,VS2,62.1,55.0,9116.0,7.43,7.35,4.59 +25123,1.26,Ideal,F,IF,62.6,57.0,13671.0,6.94,6.84,4.31 +32013,0.3,Ideal,D,VS2,61.8,55.0,778.0,4.35,4.32,2.68 +36939,0.23,Very Good,E,VVS1,61.7,59.0,478.0,3.97,4.0,2.46 +42245,0.52,Ideal,D,SI2,61.7,55.0,1292.0,5.17,5.2,3.2 +19253,1.6,Ideal,H,VS2,61.5,56.0,7983.0,7.57,7.52,4.64 +45408,0.52,Ideal,E,VS1,62.5,56.0,1668.0,5.11,5.16,3.21 +30510,0.31,Ideal,D,SI1,61.8,57.0,732.0,4.36,4.32,2.68 +7988,0.92,Good,F,SI1,64.0,56.0,4326.0,6.12,6.17,3.93 +9563,1.0,Ideal,E,SI2,62.0,57.0,4623.0,6.37,6.41,3.96 +14555,1.2,Very Good,F,SI2,62.8,57.0,5880.0,6.73,6.78,4.24 +9632,1.21,Fair,G,SI1,64.5,56.0,4637.0,6.69,6.62,4.29 +53621,0.3,Good,D,SI1,63.2,56.0,552.0,4.24,4.27,2.69 +24008,1.18,Very Good,F,VVS1,60.4,59.0,12175.0,6.82,6.86,4.13 +36338,0.32,Premium,G,VVS2,62.6,58.0,936.0,4.37,4.35,2.73 +23623,2.01,Premium,H,SI2,61.8,62.0,11646.0,8.05,7.97,4.95 +38281,0.28,Very Good,E,VS2,63.7,58.0,487.0,4.12,4.14,2.63 +5257,0.9,Good,G,VS2,63.9,61.0,3792.0,6.01,5.97,3.83 +22944,1.5,Ideal,H,SI1,62.0,55.0,10989.0,7.29,7.34,4.54 +32785,0.31,Ideal,E,VS1,60.2,56.0,804.0,4.44,4.39,2.66 +35181,0.31,Ideal,G,IF,61.0,57.0,891.0,4.4,4.42,2.69 +14298,1.23,Very Good,I,VS2,59.7,58.0,5789.0,6.94,7.02,4.17 +44309,0.62,Premium,E,SI2,61.1,59.0,1579.0,5.51,5.46,3.35 +30959,0.32,Ideal,I,VS2,62.0,57.0,449.0,4.36,4.41,2.72 +10001,1.0,Fair,D,SI1,65.9,54.0,4704.0,6.24,6.2,4.1 +20573,1.6,Ideal,J,VS2,61.9,55.0,8886.0,7.51,7.54,4.66 +13978,1.27,Ideal,I,SI1,62.4,56.0,5690.0,6.95,6.9,4.32 +5514,0.91,Good,D,SI2,63.8,58.0,3848.0,6.04,6.09,3.87 +43911,0.25,Good,E,IF,65.6,54.0,512.0,3.91,3.95,2.58 +29031,0.31,Ideal,H,VVS1,62.3,54.0,687.0,4.37,4.4,2.73 +43509,0.52,Very Good,G,VS2,62.4,60.0,1423.0,5.14,5.18,3.22 +12609,1.21,Very Good,F,SI2,61.5,61.0,5290.0,6.77,6.82,4.18 +26806,1.51,Ideal,D,VS1,63.0,53.4,16688.0,7.28,7.3,4.6 +31304,0.32,Ideal,D,VS2,61.3,56.0,758.0,4.37,4.41,2.69 +13694,1.01,Premium,E,SI1,62.9,60.0,5599.0,6.43,6.35,4.02 +34883,0.34,Premium,G,IF,60.5,58.0,879.0,4.47,4.52,2.72 +6359,1.0,Fair,F,SI2,59.0,67.0,4036.0,6.48,6.41,3.8 +28193,0.4,Premium,D,SI2,61.9,58.0,666.0,4.71,4.73,2.92 +17488,1.05,Premium,F,VS2,62.6,58.0,7025.0,6.47,6.5,4.06 +19084,1.74,Premium,I,SI2,62.2,58.0,7858.0,7.65,7.61,4.75 +22300,1.58,Ideal,H,SI1,62.5,57.0,10345.0,7.43,7.39,4.63 +41352,0.57,Premium,H,SI1,59.3,58.0,1218.0,5.4,5.46,3.22 +42769,0.51,Ideal,F,SI1,61.9,56.0,1346.0,5.11,5.16,3.18 +1985,0.71,Ideal,G,VVS2,62.5,57.0,3095.0,5.7,5.73,3.57 +26808,2.18,Good,H,SI2,60.4,64.0,16690.0,8.38,8.47,5.09 +25368,0.32,Very Good,F,VS2,59.6,56.0,642.0,4.48,4.51,2.68 +31020,0.31,Ideal,F,VS2,61.6,56.0,749.0,4.39,4.35,2.69 +32738,0.31,Ideal,F,VS2,62.8,56.0,802.0,4.32,4.28,2.7 +37493,0.35,Ideal,E,VS2,61.5,55.0,984.0,4.56,4.52,2.79 +40372,0.41,Premium,E,VVS1,60.0,61.0,1130.0,4.86,4.78,2.89 +25969,2.03,Very Good,I,SI1,62.9,57.0,15153.0,8.02,8.06,5.06 +2031,0.9,Very Good,H,SI2,63.4,60.0,3105.0,6.08,6.03,3.84 +28561,0.3,Very Good,H,VS1,63.3,56.0,675.0,4.3,4.26,2.71 +45621,0.55,Ideal,F,VS2,61.1,56.0,1692.0,5.27,5.31,3.23 +50379,0.75,Premium,G,SI2,63.0,58.0,2250.0,5.81,5.77,3.62 +16832,1.11,Premium,G,VS2,59.0,59.0,6713.0,6.79,6.76,4.0 +26528,1.52,Premium,E,VS1,60.1,59.0,16187.0,7.49,7.45,4.49 +36570,0.42,Good,E,SI1,63.6,61.0,945.0,4.73,4.7,3.0 +42526,0.4,Premium,F,VVS1,61.1,59.0,1323.0,4.78,4.75,2.91 +10370,1.0,Ideal,D,SI1,60.2,57.0,4774.0,6.48,6.54,3.92 +23904,1.5,Very Good,G,VS2,60.5,57.0,12014.0,7.39,7.43,4.48 +5462,1.17,Fair,I,SI2,59.2,68.0,3833.0,6.91,6.84,4.07 +10319,1.03,Ideal,D,SI2,61.2,57.0,4764.0,6.59,6.51,4.01 +17889,1.04,Ideal,D,VS2,61.9,55.0,7220.0,6.5,6.52,4.03 +38760,0.53,Ideal,I,VS2,62.1,54.0,1046.0,5.2,5.24,3.24 +44996,0.31,Premium,I,SI1,61.4,61.0,523.0,4.39,4.34,2.68 +12766,1.07,Ideal,E,SI2,62.2,55.0,5325.0,6.54,6.58,4.08 +50834,0.5,Very Good,D,VVS2,63.3,55.0,2310.0,5.08,5.06,3.21 +44761,0.52,Very Good,E,VS2,62.8,55.0,1621.0,5.11,5.15,3.22 +103,0.74,Ideal,G,SI1,61.6,55.0,2760.0,5.8,5.85,3.59 +29545,0.43,Good,G,SI1,63.6,55.0,704.0,4.79,4.83,3.06 +11766,1.1,Ideal,E,SI2,61.6,56.0,5082.0,6.61,6.64,4.08 +42584,0.52,Ideal,E,SI1,61.4,57.0,1330.0,5.15,5.18,3.17 +3933,1.01,Very Good,J,SI1,62.9,57.0,3499.0,6.35,6.37,4.0 +42484,0.38,Good,E,IF,59.1,58.0,1318.0,4.74,4.77,2.81 +17582,1.2,Ideal,I,VVS2,62.9,55.0,7079.0,6.75,6.79,4.26 +22780,1.68,Ideal,I,VS2,62.1,57.0,10800.0,7.6,7.54,4.7 +7480,1.0,Ideal,I,SI1,62.8,56.0,4237.0,6.33,6.38,3.99 +37807,0.34,Ideal,E,VVS1,61.8,57.0,1001.0,4.47,4.5,2.77 +26650,2.0,Good,I,VS2,63.6,60.0,16439.0,8.03,7.95,5.08 +21220,1.18,Premium,G,VVS2,59.7,58.0,9366.0,6.9,6.94,4.13 +32237,0.31,Ideal,G,VVS1,61.0,56.0,789.0,4.36,4.4,2.67 +28138,0.42,Ideal,J,VS1,61.4,55.0,664.0,4.83,4.85,2.97 +12872,1.03,Premium,H,VS2,63.0,59.0,5364.0,6.47,6.36,4.04 +49817,0.7,Fair,D,SI2,65.6,55.0,2167.0,5.59,5.5,3.64 +252,0.81,Good,G,SI2,61.0,61.0,2789.0,5.94,5.99,3.64 +17433,1.29,Premium,H,VS2,62.4,57.0,6987.0,6.98,6.92,4.34 +31582,0.35,Ideal,E,VS2,61.6,55.0,767.0,4.49,4.54,2.78 +9913,1.02,Very Good,H,SI1,63.2,57.0,4688.0,6.44,6.38,4.05 +11525,0.7,Premium,D,IF,60.0,59.0,5027.0,5.75,5.81,3.47 +3556,0.74,Very Good,E,VS1,62.8,59.0,3416.0,5.68,5.76,3.59 +22258,1.86,Ideal,J,VS2,62.6,56.0,10312.0,7.95,7.87,4.95 +11762,1.2,Premium,I,SI2,60.0,58.0,5080.0,6.93,6.91,4.15 +50306,0.31,Ideal,I,VS1,61.7,55.0,544.0,4.39,4.36,2.7 +38480,0.42,Very Good,G,VVS2,60.4,59.0,1031.0,4.78,4.82,2.9 +17706,0.31,Premium,H,VVS1,61.8,59.0,612.0,4.32,4.36,2.68 +44977,0.32,Ideal,I,VS1,61.3,56.0,523.0,4.43,4.45,2.72 +42859,0.53,Premium,H,VS2,59.1,59.0,1356.0,5.33,5.26,3.13 +35736,0.3,Premium,D,VS2,60.6,59.0,911.0,4.36,4.28,2.62 +24292,1.06,Ideal,F,IF,61.9,55.0,12539.0,6.54,6.57,4.06 +16852,1.0,Premium,E,VS2,60.0,60.0,6720.0,6.43,6.43,3.89 +25600,2.14,Ideal,I,SI2,61.9,56.0,14452.0,8.26,8.22,5.1 +31227,0.32,Premium,D,SI1,62.6,58.0,756.0,4.36,4.33,2.72 +13271,1.0,Fair,G,VS2,67.6,57.0,5484.0,6.2,6.13,4.17 +45899,0.52,Premium,D,SI1,61.4,58.0,1720.0,5.19,5.16,3.18 +27010,2.01,Ideal,I,SI1,59.9,60.0,17126.0,8.27,8.2,4.93 +5671,0.91,Ideal,G,SI1,62.6,57.0,3884.0,6.16,6.21,3.87 +35378,0.41,Ideal,H,VVS2,62.0,56.0,899.0,4.74,4.78,2.95 +41055,0.4,Very Good,E,VVS2,62.1,59.0,1189.0,4.67,4.7,2.91 +4838,0.9,Very Good,I,VS2,60.7,59.0,3709.0,6.23,6.26,3.79 +45131,0.52,Very Good,E,VS2,62.5,58.0,1653.0,5.13,5.18,3.22 +52079,0.82,Premium,G,SI2,62.3,58.0,2456.0,5.96,5.98,3.72 +14284,1.24,Very Good,I,VS2,60.1,59.0,5783.0,6.95,7.02,4.2 +31492,0.34,Premium,G,VS2,60.3,58.0,765.0,4.53,4.49,2.72 +36013,0.43,Very Good,E,SI1,63.4,56.0,921.0,4.79,4.77,3.03 +14469,1.08,Ideal,H,VS2,62.1,56.0,5839.0,6.59,6.56,4.08 +27248,1.51,Ideal,E,VS1,62.2,57.0,17649.0,7.37,7.32,4.57 +710,0.73,Very Good,F,VS2,62.5,57.0,2855.0,5.7,5.75,3.58 +50282,0.3,Very Good,H,VS1,61.9,55.0,541.0,4.32,4.37,2.69 +6781,0.93,Very Good,E,SI2,62.5,58.0,4113.0,6.21,6.24,3.89 +34867,0.3,Premium,G,VVS2,62.7,56.0,878.0,4.31,4.24,2.68 +30922,0.34,Very Good,E,VS2,62.8,58.0,745.0,4.43,4.45,2.79 +29711,0.31,Ideal,G,VVS2,62.4,56.0,707.0,4.31,4.35,2.7 +9369,0.32,Ideal,D,SI1,62.7,54.0,589.0,4.37,4.4,2.75 +46132,0.73,Premium,I,SI2,59.2,58.0,1744.0,5.9,5.85,3.47 +30588,0.31,Ideal,D,VS2,61.2,55.0,734.0,4.37,4.42,2.69 +35796,0.51,Ideal,I,SI2,62.2,55.0,913.0,5.14,5.15,3.2 +6416,1.0,Very Good,H,SI2,62.5,58.0,4042.0,6.27,6.36,3.95 +14185,1.34,Premium,D,SI2,60.3,59.0,5756.0,7.16,7.11,4.3 +33249,0.4,Ideal,G,VS2,60.9,58.0,825.0,4.76,4.79,2.91 +22822,1.38,Premium,G,VS1,62.4,58.0,10850.0,7.14,7.09,4.44 +51493,0.71,Premium,F,SI1,62.7,58.0,2381.0,5.74,5.68,3.58 +34289,0.26,Premium,H,VVS1,59.8,59.0,468.0,4.12,4.17,2.48 +45608,0.57,Ideal,G,VS2,61.5,55.0,1691.0,5.33,5.37,3.29 +44378,0.52,Very Good,G,VS1,61.8,58.0,1581.0,5.19,5.16,3.2 +5302,1.01,Fair,I,VS1,64.9,56.0,3801.0,6.29,6.2,4.07 +14544,1.04,Good,F,SI1,63.6,59.0,5871.0,6.4,6.36,4.06 +43011,0.54,Ideal,F,SI1,59.8,57.0,1369.0,5.31,5.29,3.17 +42696,0.46,Ideal,H,VVS1,62.4,53.4,1338.0,4.95,5.01,3.1 +10982,1.11,Premium,I,SI1,60.6,59.0,4911.0,6.73,6.66,4.06 +39690,0.4,Premium,F,VVS2,60.8,59.0,1088.0,4.72,4.76,2.88 +48852,0.56,Premium,E,VS1,62.6,58.0,2032.0,5.28,5.23,3.29 +16922,1.34,Premium,I,VS2,61.8,59.0,6754.0,7.07,7.04,4.36 +11353,1.21,Very Good,H,SI2,61.1,60.0,4991.0,6.86,6.91,4.21 +26342,0.32,Ideal,G,VS1,62.1,55.0,645.0,4.4,4.42,2.74 +38299,0.28,Ideal,E,VS1,61.4,56.0,487.0,4.2,4.24,2.59 +45778,0.52,Ideal,E,VS2,61.7,56.0,1708.0,5.13,5.18,3.18 +40950,0.3,Good,F,SI1,63.5,57.0,500.0,4.21,4.26,2.69 +4956,0.9,Good,G,SI1,62.8,59.0,3734.0,6.08,6.12,3.83 +4260,0.9,Premium,I,VS1,62.2,58.0,3580.0,6.18,6.13,3.83 +45658,0.3,Very Good,E,SI1,59.7,59.9,526.0,4.36,4.4,2.61 +49343,0.71,Good,H,SI1,63.1,57.0,2096.0,5.61,5.65,3.55 +11050,0.32,Very Good,H,VVS2,62.4,56.0,596.0,4.35,4.37,2.72 +3203,0.77,Ideal,D,SI1,62.5,56.0,3345.0,5.86,5.91,3.68 +28659,0.32,Ideal,F,VS1,61.3,55.0,676.0,4.43,4.46,2.72 +50734,0.74,Ideal,F,SI2,60.3,58.0,2295.0,5.84,5.82,3.51 +25077,2.25,Very Good,J,SI2,58.4,63.0,13597.0,8.6,8.65,5.04 +16417,1.03,Ideal,G,VS2,61.8,56.0,6557.0,6.47,6.5,4.01 +40208,0.51,Ideal,I,SI1,62.5,57.0,1122.0,5.1,5.07,3.18 +41733,0.41,Ideal,E,VVS2,61.1,56.0,1243.0,4.85,4.8,2.95 +4538,1.0,Fair,H,SI2,65.1,58.0,3640.0,6.27,6.15,4.05 +43959,0.31,Premium,F,SI1,60.5,60.0,516.0,4.37,4.39,2.65 +26455,2.07,Premium,I,SI1,62.3,60.0,15992.0,8.16,8.12,5.07 +17350,1.24,Premium,H,VS2,61.7,59.0,6962.0,6.91,6.84,4.24 +1163,1.02,Ideal,I,I1,61.7,56.0,2925.0,6.49,6.44,3.99 +41041,0.41,Ideal,E,VVS2,61.4,56.0,1187.0,4.77,4.81,2.94 +446,0.78,Very Good,I,VVS2,61.4,56.0,2816.0,5.91,5.95,3.64 +26038,0.32,Good,F,VS2,63.6,57.0,645.0,4.34,4.37,2.77 +42515,0.48,Premium,E,VS2,62.5,61.0,1323.0,5.01,4.97,3.12 +41533,0.42,Good,G,VVS1,63.6,55.0,1235.0,4.78,4.75,3.03 +15076,1.02,Good,G,VS1,64.3,57.0,6059.0,6.34,6.28,4.06 +11937,1.24,Premium,J,VS2,62.0,58.0,5128.0,6.87,6.91,4.27 +24446,1.5,Ideal,H,VS1,62.4,56.0,12702.0,7.29,7.34,4.57 +24051,0.36,Very Good,F,VS2,63.1,56.0,634.0,4.5,4.53,2.85 +11340,1.01,Good,F,SI1,63.8,59.0,4989.0,6.32,6.29,4.02 +6295,0.7,Ideal,F,VVS1,62.7,54.0,4021.0,5.66,5.7,3.56 +21524,1.54,Ideal,H,SI2,60.9,56.0,9624.0,7.45,7.43,4.53 +44766,0.55,Ideal,E,SI1,61.6,56.0,1621.0,5.26,5.28,3.25 +43101,0.53,Premium,I,VS1,62.3,58.0,1383.0,5.26,5.18,3.25 +44176,0.54,Ideal,E,VS2,61.8,55.0,1567.0,5.22,5.26,3.24 +5423,1.01,Good,J,VS1,63.2,62.0,3823.0,6.29,6.33,3.99 +32727,0.31,Premium,F,VS2,62.3,59.0,802.0,4.33,4.3,2.69 +26558,1.7,Ideal,H,VS1,61.5,55.0,16240.0,7.69,7.73,4.74 +749,0.33,Good,I,SI1,63.6,53.0,557.0,4.43,4.4,2.81 +41067,0.52,Ideal,F,SI2,62.1,55.0,1191.0,5.14,5.17,3.2 +13580,1.17,Ideal,F,SI2,62.2,55.0,5556.0,6.73,6.7,4.18 +19252,1.2,Very Good,G,VS2,62.2,57.0,7983.0,6.75,6.78,4.21 +14917,1.23,Ideal,G,SI2,58.8,60.0,6005.0,7.01,7.08,4.14 +12906,1.08,Very Good,H,SI1,61.8,53.0,5375.0,6.62,6.63,4.09 +30821,0.33,Good,E,SI1,63.8,55.0,743.0,4.38,4.36,2.79 +53247,0.55,Ideal,D,VVS2,61.1,57.0,2644.0,5.32,5.29,3.24 +14746,1.24,Ideal,H,SI2,59.5,61.0,5937.0,6.98,7.03,4.17 +43762,0.41,Ideal,F,IF,61.9,56.0,1439.0,4.78,4.81,2.97 +11574,1.15,Ideal,I,VS2,61.7,59.0,5038.0,6.68,6.73,4.14 +26138,2.26,Premium,H,SI2,61.3,60.0,15428.0,8.5,8.43,5.19 +18028,1.02,Very Good,G,VVS2,61.3,59.0,7292.0,6.46,6.53,3.98 +32402,0.37,Premium,F,SI1,60.3,58.0,791.0,4.66,4.62,2.8 +47262,0.71,Premium,J,VVS2,60.3,59.0,1843.0,5.79,5.82,3.5 +51546,0.71,Ideal,I,VVS2,62.2,54.0,2387.0,5.7,5.75,3.56 +9904,0.9,Premium,E,VS2,62.6,59.0,4687.0,6.14,6.06,3.82 +50612,0.27,Premium,G,VS2,62.4,59.0,397.0,4.11,4.13,2.57 +8763,0.9,Good,F,VS2,62.6,57.0,4466.0,6.07,6.19,3.84 +27796,0.37,Premium,G,VS2,59.3,60.0,649.0,4.67,4.71,2.78 +46707,0.7,Premium,F,SI2,61.2,59.0,1792.0,5.75,5.72,3.51 +759,0.7,Ideal,G,VVS2,62.1,56.0,2858.0,5.63,5.71,3.52 +30332,0.41,Very Good,D,SI2,63.8,57.0,727.0,4.71,4.73,3.01 +51569,0.7,Ideal,I,VS2,62.3,54.0,2390.0,5.67,5.72,3.55 +7799,1.04,Good,E,SI2,62.3,62.0,4290.0,6.4,6.44,4.0 +9623,0.9,Very Good,F,VS2,63.4,57.0,4637.0,6.19,6.08,3.89 +33429,0.32,Ideal,G,VS1,60.5,56.0,828.0,4.44,4.42,2.68 +52243,0.78,Premium,G,SI2,60.6,58.0,2486.0,6.02,5.99,3.64 +37735,0.5,Very Good,F,SI2,62.2,54.0,997.0,5.08,5.14,3.18 +32439,0.43,Very Good,F,SI1,62.4,56.0,792.0,4.81,4.84,3.01 +1462,0.7,Ideal,E,VS2,61.5,57.0,2980.0,5.67,5.78,3.52 +13201,1.08,Ideal,I,VS2,61.8,54.0,5455.0,6.6,6.57,4.07 +34255,0.34,Ideal,F,VS2,61.4,55.0,856.0,4.54,4.52,2.78 +27574,2.02,Very Good,H,VS2,62.7,58.0,18398.0,7.96,8.01,5.01 +5384,0.34,Very Good,F,SI2,63.5,56.0,574.0,4.48,4.44,2.83 +30649,0.4,Ideal,I,VS1,61.2,56.0,736.0,4.76,4.82,2.93 +980,0.76,Ideal,F,SI1,61.4,56.0,2894.0,5.88,5.92,3.62 +36155,0.33,Premium,E,VS2,61.7,60.0,928.0,4.45,4.4,2.73 +6465,1.0,Good,F,SI2,61.8,58.0,4053.0,6.43,6.48,3.99 +26722,0.32,Very Good,F,VS2,62.8,57.0,645.0,4.33,4.36,2.73 +22139,1.2,Very Good,F,VVS2,63.8,58.0,10173.0,6.67,6.69,4.26 +21621,1.01,Premium,E,VVS2,61.8,59.0,9711.0,6.42,6.39,3.96 +35579,0.35,Ideal,F,VS2,62.4,55.0,906.0,4.53,4.51,2.82 +26960,2.04,Premium,I,VS2,62.5,58.0,17028.0,8.22,8.09,5.1 +36383,0.38,Premium,D,SI1,59.7,60.0,941.0,4.69,4.66,2.79 +40614,0.25,Good,E,VVS1,61.4,62.0,498.0,4.03,4.05,2.48 +20451,1.2,Premium,F,VS2,62.1,54.0,8796.0,6.77,6.73,4.19 +4442,0.9,Premium,J,VVS1,62.0,58.0,3617.0,6.19,6.11,3.81 +4611,0.9,Premium,E,SI2,61.3,60.0,3662.0,6.17,6.23,3.8 +15749,1.54,Ideal,G,I1,61.6,55.0,6299.0,7.43,7.4,4.57 +52395,0.7,Very Good,D,SI1,63.2,55.0,2509.0,5.62,5.65,3.56 +16182,1.0,Premium,F,VS2,62.4,60.0,6468.0,6.38,6.35,3.97 +33542,0.35,Ideal,D,VS2,60.9,57.0,829.0,4.51,4.55,2.76 +47810,0.71,Very Good,I,SI2,62.2,58.0,1902.0,5.61,5.7,3.52 +44350,0.56,Ideal,G,VS2,61.7,56.0,1580.0,5.3,5.34,3.28 +31297,0.32,Premium,D,VS2,61.7,59.0,758.0,4.38,4.43,2.72 +4654,1.12,Premium,I,SI2,61.2,58.0,3669.0,6.72,6.68,4.1 +35740,0.3,Premium,D,VS2,61.1,59.0,911.0,4.31,4.26,2.62 +49196,0.55,Ideal,G,VVS1,61.2,56.0,2077.0,5.27,5.3,3.24 +10147,1.0,Premium,H,SI1,62.7,58.0,4724.0,6.41,6.32,3.99 +19524,1.02,Ideal,F,VS1,61.0,56.0,8157.0,6.52,6.49,3.97 +48408,0.61,Very Good,H,VVS2,61.4,57.0,1970.0,5.46,5.5,3.36 +17841,1.02,Premium,F,VS1,60.5,56.0,7197.0,6.61,6.52,3.97 +31089,0.33,Very Good,G,VVS2,60.0,63.0,752.0,4.45,4.49,2.68 +52798,0.7,Good,E,SI1,63.5,58.0,2569.0,5.62,5.65,3.58 +21803,1.57,Premium,D,SI2,62.9,61.0,9875.0,7.41,7.37,4.65 +35966,0.25,Good,E,VVS2,64.9,58.0,476.0,3.95,3.97,2.57 +49918,0.7,Ideal,H,SI1,61.2,56.0,2184.0,5.69,5.74,3.5 +42910,0.55,Premium,H,VS2,62.1,58.0,1363.0,5.24,5.29,3.27 +37276,0.3,Good,J,VVS2,57.4,61.0,483.0,4.41,4.44,2.54 +49441,0.74,Premium,G,SI2,62.8,57.0,2109.0,5.77,5.73,3.61 +22354,0.31,Premium,H,VS2,60.0,60.0,628.0,4.43,4.4,2.65 +39276,0.34,Good,H,SI1,63.3,56.0,490.0,4.45,4.46,2.82 +35973,0.38,Very Good,D,VS1,59.5,61.0,921.0,4.66,4.69,2.78 +41855,0.61,Ideal,E,I1,63.4,57.0,1255.0,5.43,5.37,3.42 +45181,0.51,Very Good,G,VS1,62.9,58.0,1656.0,5.05,5.1,3.19 +12832,1.0,Very Good,E,SI1,61.2,60.0,5351.0,6.39,6.42,3.92 +21122,1.54,Very Good,J,VS1,63.5,57.0,9285.0,7.27,7.37,4.65 +50946,0.57,Ideal,F,VVS2,60.2,57.0,2321.0,5.38,5.41,3.25 +5123,0.92,Very Good,F,SI2,62.9,58.0,3763.0,6.18,6.22,3.9 +22724,1.51,Premium,G,SI1,61.6,59.0,10739.0,7.32,7.3,4.5 +41203,0.46,Good,D,VS2,63.2,56.0,1205.0,4.89,4.92,3.1 +9357,1.09,Ideal,G,SI2,61.2,57.0,4586.0,6.63,6.68,4.07 +13797,1.19,Fair,H,SI1,64.4,58.0,5622.0,6.69,6.64,4.29 +28307,0.3,Very Good,H,SI1,62.9,59.0,432.0,4.24,4.28,2.68 +18051,0.35,Ideal,G,VS2,62.5,53.0,615.0,4.53,4.56,2.84 +50875,0.52,Very Good,F,VVS1,62.0,57.0,2314.0,5.11,5.15,3.18 +9242,1.01,Good,H,SI1,60.3,64.0,4559.0,6.5,6.53,3.93 +48713,0.7,Premium,H,VS2,61.7,59.0,2010.0,5.66,5.68,3.5 +48877,0.58,Premium,F,VS2,61.9,57.0,2036.0,5.47,5.36,3.35 +40421,0.5,Fair,H,VS1,67.1,58.0,1134.0,4.94,4.89,3.3 +40885,0.57,Premium,J,VS2,60.2,62.0,1176.0,5.4,5.33,3.23 +45336,0.51,Good,E,VS2,63.8,55.0,1662.0,5.08,5.05,3.23 +7921,0.91,Very Good,G,VS2,59.5,58.0,4316.0,6.26,6.34,3.75 +9117,1.11,Good,E,SI2,58.3,60.0,4532.0,6.76,6.83,3.96 +14112,1.0,Good,G,VS2,63.0,58.0,5723.0,6.25,6.35,3.97 +637,0.73,Ideal,D,SI1,61.4,57.0,2841.0,5.76,5.8,3.55 +26346,0.32,Very Good,G,VS1,62.8,58.0,645.0,4.34,4.39,2.74 +13034,0.38,Premium,J,VS1,62.1,60.0,600.0,4.6,4.64,2.87 +31864,0.3,Premium,H,VVS2,62.1,52.0,776.0,4.31,4.29,2.67 +48155,0.59,Ideal,E,VS2,60.2,61.0,1941.0,5.43,5.47,3.28 +44858,0.51,Very Good,F,VS1,63.3,57.0,1627.0,5.06,5.09,3.21 +1167,0.81,Premium,F,SI1,61.3,60.0,2926.0,6.0,5.94,3.66 +15329,1.09,Premium,G,VS2,60.6,62.0,6153.0,6.68,6.58,4.02 +8686,1.01,Ideal,F,SI2,61.5,56.0,4458.0,6.42,6.49,3.97 +34258,0.3,Ideal,F,VVS1,62.3,56.0,857.0,4.3,4.34,2.69 +16072,1.02,Ideal,G,VS2,62.5,55.0,6418.0,6.43,6.49,4.04 +44764,0.52,Ideal,E,VS2,62.4,57.0,1621.0,5.12,5.14,3.2 +48040,0.79,Premium,J,SI1,58.8,62.0,1924.0,6.03,6.01,3.54 +19436,1.55,Ideal,J,VS2,61.7,55.0,8088.0,7.38,7.43,4.58 +19933,1.08,Ideal,D,VS2,61.9,58.0,8481.0,6.54,6.57,4.06 +2287,0.9,Good,H,SI2,62.4,61.0,3160.0,6.03,6.11,3.79 +43071,0.46,Very Good,G,VS1,60.0,56.0,1378.0,5.05,5.1,3.04 +49314,0.34,Ideal,G,SI1,61.8,54.0,540.0,4.48,4.51,2.78 +15842,1.31,Ideal,J,SI1,62.5,56.0,6337.0,6.95,7.04,4.37 +3673,0.9,Very Good,I,VS2,61.4,58.0,3445.0,6.16,6.26,3.81 +49585,1.04,Fair,F,I1,65.4,60.0,2134.0,6.39,6.3,4.15 +1615,0.8,Very Good,F,SI1,63.9,56.0,3013.0,5.84,5.87,3.74 +33618,0.31,Premium,G,SI1,61.4,58.0,462.0,4.31,4.35,2.66 +31950,0.3,Ideal,F,VS2,62.8,56.0,776.0,4.31,4.29,2.7 +19799,1.25,Ideal,H,VS1,62.1,57.0,8365.0,6.89,6.92,4.29 +44172,0.53,Ideal,D,SI1,62.0,57.0,1566.0,5.19,5.23,3.23 +22650,1.01,Good,E,VVS1,63.1,57.0,10696.0,6.36,6.39,4.02 +43583,0.5,Premium,D,VS2,62.2,60.0,1431.0,5.15,5.05,3.17 +52901,0.73,Ideal,G,VS2,62.5,56.0,2586.0,5.78,5.74,3.6 +40923,0.3,Ideal,F,SI1,62.3,53.9,499.0,4.28,4.31,2.68 +30674,0.4,Premium,E,SI1,62.6,59.0,737.0,4.68,4.71,2.94 +53103,0.7,Ideal,E,SI1,60.6,57.0,2614.0,5.76,5.79,3.5 +5754,0.92,Premium,I,VS2,60.9,58.0,3895.0,6.28,6.27,3.82 +36673,0.5,Fair,J,VS1,66.8,57.0,949.0,4.89,4.84,3.25 +38837,0.52,Good,G,SI2,63.1,56.0,1049.0,5.08,5.12,3.22 +51809,0.72,Ideal,E,SI1,60.9,57.0,2416.0,5.83,5.86,3.56 +34682,0.33,Ideal,E,VS2,61.6,55.0,873.0,4.46,4.5,2.76 +30502,0.31,Ideal,D,SI1,62.6,57.0,732.0,4.33,4.3,2.7 +50480,0.7,Good,G,SI2,60.1,65.0,2268.0,5.7,5.65,3.41 +13159,1.01,Very Good,D,SI1,62.9,59.0,5443.0,6.39,6.43,4.03 +38217,0.43,Ideal,E,SI1,62.9,56.0,1016.0,4.83,4.8,3.03 +10990,1.02,Ideal,E,SI2,61.6,55.0,4912.0,6.52,6.46,4.0 +2780,0.74,Ideal,H,VS1,61.0,55.0,3254.0,5.86,5.88,3.58 +47138,0.58,Ideal,G,VS1,60.1,55.0,1830.0,5.44,5.4,3.26 +9246,1.01,Ideal,F,SI1,63.0,57.0,4559.0,6.39,6.34,4.01 +38811,0.31,Ideal,G,VVS1,61.9,55.0,1046.0,4.36,4.3,2.68 +12470,1.2,Very Good,G,SI2,62.5,57.0,5250.0,6.73,6.84,4.24 +20407,1.51,Very Good,J,VVS2,62.9,58.0,8770.0,7.21,7.33,4.57 +22259,1.08,Ideal,E,VVS2,61.8,56.0,10313.0,6.55,6.59,4.06 +29178,0.3,Ideal,F,VVS2,61.4,56.0,694.0,4.32,4.35,2.66 +38462,0.38,Very Good,F,VVS1,63.8,58.0,1030.0,4.58,4.61,2.93 +29078,0.38,Ideal,G,SI1,61.2,58.0,688.0,4.64,4.67,2.85 +23819,1.2,Ideal,E,VVS2,61.5,57.0,11883.0,6.79,6.89,4.21 +49901,0.62,Ideal,G,VS1,62.4,57.0,2178.0,5.44,5.46,3.4 +26480,2.01,Premium,E,SI2,58.7,54.0,16064.0,8.27,8.2,4.83 +28408,0.35,Premium,D,SI2,62.3,58.0,669.0,4.54,4.48,2.81 +49772,0.5,Ideal,F,VVS2,62.0,55.0,2160.0,5.12,5.1,3.17 +52723,0.73,Very Good,H,VS1,61.4,58.0,2557.0,5.75,5.85,3.56 +8557,1.01,Premium,E,SI2,59.6,61.0,4434.0,6.59,6.56,3.92 +51272,0.73,Very Good,H,SI1,62.7,59.0,2359.0,5.74,5.77,3.61 +37967,0.41,Very Good,F,VS1,60.8,58.0,1007.0,4.76,4.82,2.91 +45324,0.3,Very Good,F,VS2,61.4,55.0,524.0,4.32,4.37,2.67 +26009,1.7,Premium,D,SI1,61.9,59.0,15238.0,7.64,7.61,4.72 +28069,0.32,Very Good,E,VS1,62.9,57.0,661.0,4.36,4.39,2.75 +52598,0.53,Very Good,E,IF,59.8,60.0,2542.0,5.28,5.35,3.18 +16050,0.3,Premium,H,VS2,62.5,58.0,608.0,4.28,4.26,2.67 +26501,2.1,Premium,G,SI2,60.9,57.4,16112.0,8.17,8.27,5.0 +9789,1.01,Very Good,D,SI1,62.4,58.0,4666.0,6.39,6.47,4.01 +1088,0.71,Very Good,D,VS1,62.9,57.0,2910.0,5.6,5.66,3.54 +16790,1.21,Ideal,I,VS1,61.5,56.0,6691.0,6.83,6.87,4.22 +31606,0.3,Very Good,J,VS2,61.6,61.0,368.0,4.28,4.33,2.65 +12736,1.11,Premium,H,SI1,61.5,59.0,5315.0,6.69,6.64,4.1 +29516,0.39,Very Good,G,SI1,58.9,61.0,703.0,4.74,4.76,2.8 +17932,1.0,Very Good,G,VVS2,62.1,59.0,7242.0,6.34,6.45,3.97 +8307,0.8,Ideal,G,VS1,61.1,57.0,4388.0,5.97,6.0,3.65 +6430,1.01,Fair,H,VS1,66.1,55.0,4044.0,6.28,6.24,4.14 +32697,0.31,Premium,F,VS2,59.3,60.0,802.0,4.41,4.39,2.61 +34955,0.29,Very Good,G,VS2,62.5,56.0,471.0,4.21,4.24,2.64 +9256,1.16,Ideal,I,SI2,62.6,56.0,4560.0,6.73,6.68,4.2 +14184,1.0,Ideal,D,SI1,62.7,56.0,5755.0,6.39,6.43,4.02 +32285,0.31,Ideal,J,VVS2,62.2,54.0,453.0,4.36,4.39,2.72 +42809,0.53,Ideal,H,VS2,62.5,54.0,1353.0,5.17,5.2,3.24 +53323,0.6,Ideal,F,VVS2,62.3,56.0,2652.0,5.37,5.41,3.36 +2737,0.71,Ideal,E,VS2,62.0,55.0,3247.0,5.7,5.75,3.55 +53606,0.7,Ideal,F,VVS2,61.9,55.0,2701.0,5.72,5.68,3.53 +46356,0.71,Very Good,J,SI1,61.0,61.0,1760.0,5.66,5.71,3.47 +49299,0.41,Good,I,SI2,63.5,57.0,539.0,4.7,4.72,2.99 +28817,0.31,Premium,D,VS1,59.6,58.0,683.0,4.38,4.41,2.62 +1048,0.71,Ideal,F,VS1,61.9,56.0,2907.0,5.7,5.74,3.54 +3849,0.7,Very Good,D,VS1,61.6,58.0,3477.0,5.67,5.73,3.51 +43743,0.51,Very Good,G,VS2,62.9,58.0,1438.0,5.05,5.12,3.2 +46578,0.56,Very Good,E,SI1,58.5,59.0,1785.0,5.42,5.45,3.18 +53421,0.72,Very Good,G,VS1,60.0,59.0,2671.0,5.8,5.84,3.49 +29356,0.31,Ideal,G,VS2,63.0,54.0,698.0,4.37,4.33,2.74 +18960,1.7,Premium,I,SI1,59.8,59.0,7797.0,7.72,7.7,4.61 +27700,0.32,Ideal,F,SI1,61.6,55.0,648.0,4.41,4.45,2.73 +15695,0.29,Ideal,H,VVS1,62.1,55.0,607.0,4.28,4.3,2.66 +44352,0.56,Ideal,G,VS2,61.2,56.0,1580.0,5.29,5.33,3.25 +13636,1.06,Premium,F,SI1,60.4,62.0,5580.0,6.62,6.59,3.99 +41482,0.39,Premium,F,VVS1,59.7,58.0,1232.0,4.73,4.75,2.83 +29146,0.31,Ideal,E,VS1,61.8,55.0,692.0,4.36,4.38,2.7 +26985,2.01,Ideal,I,VS1,62.5,56.0,17068.0,8.08,8.02,5.03 +36430,0.31,Ideal,D,VS2,61.6,57.0,942.0,4.38,4.36,2.69 +25952,2.16,Ideal,I,SI2,61.9,54.0,15124.0,8.29,8.33,5.14 +9813,0.91,Premium,H,VS1,61.0,59.0,4670.0,6.25,6.18,3.79 +51611,0.7,Premium,F,SI1,60.8,56.0,2394.0,5.72,5.66,3.46 +15267,1.2,Premium,H,SI1,61.2,57.0,6129.0,6.91,6.78,4.19 +15617,1.02,Ideal,H,SI1,61.8,57.0,6264.0,6.43,6.46,3.98 +37318,0.46,Ideal,G,SI1,61.5,55.0,979.0,4.98,5.01,3.07 +10095,1.1,Premium,G,SI1,59.6,60.0,4712.0,6.74,6.7,4.0 +11771,1.0,Good,E,SI1,63.7,60.0,5082.0,6.24,6.29,3.99 +20033,0.3,Very Good,H,SI1,59.5,62.0,421.0,4.32,4.35,2.58 +23311,1.71,Premium,G,SI2,60.9,58.0,11351.0,7.72,7.68,4.69 +12406,1.03,Ideal,E,SI1,62.2,57.0,5234.0,6.42,6.48,4.01 +37215,0.34,Ideal,G,IF,61.3,55.0,974.0,4.53,4.57,2.79 +44039,0.52,Ideal,D,SI1,61.1,57.0,1547.0,5.19,5.25,3.19 +4368,0.79,Ideal,E,VS2,61.8,56.0,3605.0,5.91,5.94,3.66 +53207,0.75,Very Good,G,SI1,62.1,60.0,2634.0,5.79,5.83,3.61 +52129,0.6,Ideal,G,VVS2,61.3,56.0,2467.0,5.43,5.46,3.34 +25055,1.81,Premium,E,SI2,58.2,61.0,13561.0,8.09,8.02,4.69 +18819,1.06,Very Good,F,VS2,61.5,58.0,7706.0,6.53,6.57,4.03 +48693,0.76,Very Good,D,SI2,59.1,63.0,2006.0,5.91,5.84,3.47 +4047,0.7,Ideal,D,VS1,62.8,54.0,3529.0,5.65,5.69,3.56 +21852,1.57,Ideal,I,VS2,61.5,56.0,9912.0,7.49,7.56,4.63 +13230,1.29,Very Good,I,SI1,62.2,58.0,5463.0,6.94,6.99,4.33 +25028,0.4,Premium,E,SI2,60.5,59.0,640.0,4.74,4.78,2.88 +53535,0.72,Fair,E,VS2,64.4,59.0,2691.0,5.67,5.64,3.64 +7325,1.01,Ideal,G,SI2,62.1,59.0,4209.0,6.45,6.41,3.99 +356,0.73,Ideal,E,SI2,61.8,58.0,2805.0,5.77,5.81,3.58 +36300,0.32,Very Good,G,SI1,60.9,58.0,477.0,4.39,4.44,2.69 +48832,0.61,Ideal,D,SI1,62.0,55.0,2029.0,5.47,5.44,3.38 +28768,0.31,Premium,E,VS2,60.6,59.0,680.0,4.36,4.39,2.65 +36046,0.34,Very Good,G,IF,61.0,56.0,924.0,4.5,4.54,2.76 +25506,2.06,Very Good,I,SI2,62.3,57.0,14298.0,8.12,8.2,5.09 +22835,1.5,Good,E,SI1,61.3,65.0,10868.0,7.17,7.23,4.41 +50665,0.31,Very Good,E,SI1,62.7,58.0,544.0,4.31,4.33,2.71 +20773,1.2,Ideal,G,VVS1,62.2,57.0,9009.0,6.77,6.81,4.22 +39545,0.32,Ideal,H,IF,60.9,56.0,1080.0,4.42,4.41,2.69 +13767,1.04,Premium,E,SI1,62.2,56.0,5612.0,6.56,6.49,4.06 +508,0.7,Premium,E,VS2,60.7,62.0,2822.0,5.72,5.68,3.46 +46318,0.3,Good,G,VS2,63.9,55.0,526.0,4.27,4.28,2.73 +48453,0.55,Ideal,E,VS1,61.1,55.0,1975.0,5.3,5.33,3.25 +20025,0.32,Very Good,G,SI2,62.4,59.0,421.0,4.35,4.4,2.73 +912,0.79,Ideal,F,SI1,62.8,56.0,2878.0,5.88,5.9,3.7 +26726,0.32,Very Good,G,VS1,62.5,60.0,645.0,4.29,4.35,2.7 +51263,0.7,Premium,D,SI1,58.8,59.0,2357.0,5.86,5.84,3.44 +33660,0.41,Very Good,G,VS2,62.7,60.0,835.0,4.71,4.75,2.96 +27676,2.48,Very Good,F,SI2,63.4,56.0,18692.0,8.64,8.55,5.45 +21352,1.73,Premium,F,SI2,61.5,60.0,9494.0,7.75,7.66,4.74 +26102,1.92,Very Good,E,SI2,62.5,59.0,15364.0,7.85,7.92,4.93 +40366,0.34,Ideal,D,VVS2,61.8,55.0,1130.0,4.46,4.48,2.76 +23583,1.57,Ideal,G,SI1,61.8,55.0,11596.0,7.43,7.49,4.61 +47374,0.57,Ideal,F,VS2,61.7,57.0,1847.0,5.36,5.33,3.3 +17848,1.07,Ideal,G,VS1,62.0,56.0,7198.0,6.58,6.52,4.06 +17294,1.15,Very Good,E,VS2,62.9,56.0,6929.0,6.65,6.68,4.19 +9827,1.01,Premium,G,SI1,62.9,61.0,4672.0,6.4,6.36,4.01 +31529,0.34,Ideal,E,SI1,61.8,56.0,765.0,4.48,4.45,2.76 +39776,0.36,Premium,D,VS2,59.1,58.0,1094.0,4.68,4.63,2.75 +51033,0.48,Very Good,D,VVS2,59.5,57.0,2329.0,5.16,5.12,3.06 +13091,1.08,Premium,D,SI1,61.6,56.0,5419.0,6.64,6.57,4.07 +10677,1.0,Ideal,I,VS2,62.4,52.0,4841.0,6.41,6.45,4.02 +28514,0.36,Ideal,E,VS2,61.1,57.0,673.0,4.56,4.61,2.8 +24683,2.08,Ideal,J,SI1,61.6,58.0,13038.0,8.15,8.22,5.04 +3069,0.73,Premium,E,VS1,60.9,61.0,3311.0,5.81,5.79,3.53 +14061,0.3,Ideal,F,VS2,60.4,56.0,605.0,4.34,4.37,2.63 +10288,1.08,Ideal,I,SI1,60.3,60.0,4757.0,6.67,6.62,4.01 +17532,1.0,Premium,F,VS1,59.2,60.0,7056.0,6.53,6.48,3.58 +28247,0.33,Ideal,G,VS1,61.9,55.0,666.0,4.41,4.44,2.74 +7882,0.9,Fair,G,VS2,65.8,61.0,4309.0,5.99,5.96,3.93 +13395,0.32,Good,F,VS2,63.3,57.0,602.0,4.34,4.38,2.76 +35605,0.31,Very Good,H,VVS1,63.3,58.0,907.0,4.32,4.28,2.72 +3588,1.0,Good,J,VS2,57.6,58.0,3422.0,6.59,6.56,3.79 +5196,0.73,Ideal,G,VVS2,62.4,57.0,3777.0,5.71,5.79,3.59 +721,0.26,Ideal,E,VS1,62.3,57.0,556.0,4.05,4.08,2.53 +23930,1.24,Ideal,F,VVS2,62.0,57.0,12059.0,6.86,6.91,4.27 +46293,0.3,Very Good,G,VS2,61.4,54.0,526.0,4.31,4.36,2.66 +36487,0.32,Ideal,F,IF,61.8,54.0,943.0,4.44,4.46,2.75 +28986,0.41,Good,E,SI1,63.1,57.0,685.0,4.71,4.73,2.98 +13015,1.2,Very Good,H,SI2,60.2,58.0,5408.0,6.88,6.94,4.16 +6439,0.91,Premium,G,SI1,61.8,60.0,4045.0,6.18,6.21,3.83 +36036,0.41,Premium,G,SI1,62.7,55.0,923.0,4.8,4.77,3.0 +28450,0.37,Ideal,G,VS2,61.4,56.0,671.0,4.63,4.65,2.85 +29785,0.3,Premium,D,SI1,59.7,59.0,709.0,4.37,4.34,2.6 +41288,0.42,Ideal,D,VVS2,62.0,55.0,1210.0,4.84,4.81,2.99 +53445,0.71,Premium,E,SI1,60.3,60.0,2674.0,5.77,5.74,3.47 +12142,1.2,Ideal,I,SI1,62.1,55.0,5174.0,6.83,6.79,4.23 +14106,1.32,Ideal,I,SI2,61.7,55.0,5721.0,7.07,7.03,4.35 +28315,0.32,Premium,I,SI1,62.7,58.0,432.0,4.34,4.37,2.73 +24373,0.3,Ideal,G,VS1,60.4,55.0,637.0,4.38,4.41,2.66 +21202,1.51,Premium,I,SI1,61.7,60.0,9344.0,7.31,7.27,4.5 +1264,0.9,Premium,I,SI1,60.9,56.0,2947.0,6.26,6.21,3.8 +1050,0.72,Ideal,E,SI1,62.6,56.0,2907.0,5.7,5.73,3.58 +3475,1.01,Premium,E,I1,59.8,58.0,3394.0,6.57,6.53,3.92 +34951,0.24,Very Good,E,VVS2,62.1,59.0,471.0,3.95,4.0,2.47 +18459,1.2,Ideal,D,SI1,61.8,58.0,7508.0,6.76,6.83,4.2 +15181,1.01,Premium,F,VS2,62.1,60.0,6097.0,6.43,6.36,3.97 +7261,1.05,Premium,G,SI2,61.8,60.0,4198.0,6.49,6.46,4.0 +3450,0.9,Very Good,H,SI1,63.0,55.0,3388.0,6.12,6.16,3.87 +14964,1.2,Premium,G,SI1,63.0,58.0,6026.0,6.72,6.68,4.22 +35635,0.35,Ideal,H,SI2,60.3,55.0,474.0,4.61,4.65,2.79 +24899,2.14,Premium,J,SI2,61.5,59.0,13326.0,8.3,8.25,5.11 +16165,1.07,Ideal,F,VS2,62.0,57.0,6459.0,6.5,6.47,4.08 +27990,0.3,Ideal,E,VS2,62.3,56.0,658.0,4.28,4.32,2.68 +11383,0.34,Premium,G,VS2,60.2,58.0,596.0,4.51,4.56,2.73 +49783,0.7,Very Good,F,SI1,61.4,57.0,2161.0,5.73,5.77,3.53 +44354,0.56,Ideal,G,VS2,62.1,56.0,1580.0,5.29,5.31,3.29 +23653,1.5,Very Good,E,SI1,62.0,57.0,11690.0,7.25,7.33,4.52 +42755,0.56,Ideal,H,SI1,61.9,58.0,1343.0,5.27,5.3,3.27 +42048,0.55,Premium,E,SI2,59.7,58.0,1269.0,5.33,5.35,3.19 +3286,0.91,Ideal,H,SI2,60.3,57.0,3363.0,6.31,6.27,3.79 +19739,1.09,Ideal,G,VS1,60.3,57.0,8305.0,6.68,6.73,4.04 +9414,1.01,Good,D,SI2,63.9,57.0,4588.0,6.29,6.36,4.04 +34829,0.3,Premium,H,VVS1,62.5,59.0,878.0,4.29,4.26,2.67 +24500,2.07,Ideal,J,SI2,62.5,56.0,12778.0,8.18,8.08,5.08 +8033,1.0,Premium,F,SI2,61.6,62.0,4333.0,6.37,6.3,3.9 +52467,0.75,Very Good,E,SI1,62.4,57.0,2517.0,5.79,5.85,3.63 +33110,0.31,Premium,E,VS1,61.0,60.0,816.0,4.37,4.35,2.66 +42994,0.61,Ideal,E,SI2,62.0,54.0,1368.0,5.46,5.48,3.39 +43437,0.5,Good,F,VS1,58.0,61.0,1415.0,5.18,5.23,3.02 +26363,0.32,Very Good,F,VS2,60.2,59.0,645.0,4.4,4.43,2.66 +38121,0.3,Premium,G,VVS1,60.5,59.0,1013.0,4.36,4.33,2.63 +31292,0.32,Ideal,D,VS2,61.0,56.0,758.0,4.42,4.46,2.71 +32594,0.3,Ideal,F,VVS1,62.0,55.0,802.0,4.3,4.34,2.68 +2805,0.91,Premium,G,SI1,62.5,56.0,3262.0,6.3,6.18,3.9 +22994,1.61,Ideal,H,VS2,61.4,57.0,11045.0,7.52,7.57,4.63 +40201,0.39,Premium,E,VS2,60.9,60.0,1121.0,4.71,4.68,2.86 +21865,1.54,Premium,F,SI1,62.8,58.0,9926.0,7.35,7.32,4.61 +13262,1.13,Very Good,F,SI1,60.6,60.0,5481.0,6.67,6.76,4.07 +3521,0.72,Very Good,G,IF,63.3,54.0,3405.0,5.64,5.73,3.6 +52017,0.7,Ideal,F,SI1,60.8,60.0,2445.0,5.74,5.78,3.5 +41890,0.41,Ideal,G,IF,62.4,54.0,1259.0,4.76,4.79,2.98 +48342,0.51,Very Good,F,VS1,60.8,59.0,1961.0,5.15,5.18,3.14 +1775,0.72,Premium,H,IF,58.7,59.0,3048.0,5.94,5.88,3.47 +14165,1.2,Premium,H,SI1,62.7,56.0,5746.0,6.78,6.75,4.24 +16587,1.24,Very Good,H,SI1,62.4,58.0,6625.0,6.93,6.82,4.29 +7700,1.01,Fair,F,SI1,67.2,60.0,4276.0,6.06,6.0,4.05 +5573,1.14,Premium,J,SI2,60.4,59.0,3861.0,6.8,6.74,4.09 +32415,0.41,Ideal,D,SI1,61.6,55.0,791.0,4.78,4.8,2.95 +18744,1.34,Ideal,H,SI1,62.4,54.0,7659.0,7.05,7.08,4.41 +14610,1.23,Ideal,F,SI2,62.3,58.0,5894.0,6.8,6.84,4.25 +15666,1.32,Premium,I,SI1,62.2,58.0,6283.0,7.04,6.99,4.36 +51709,0.8,Fair,G,SI2,67.1,56.0,2400.0,5.76,5.73,3.85 +49612,0.7,Ideal,H,SI1,61.2,58.0,2138.0,5.74,5.77,3.52 +51879,0.71,Very Good,H,VS2,59.2,63.0,2428.0,5.81,5.85,3.45 +20840,1.15,Very Good,G,VVS2,63.2,58.0,9068.0,6.68,6.61,4.2 +51973,0.26,Premium,D,VS1,60.0,56.0,546.0,4.18,4.15,2.5 +40412,0.55,Ideal,I,SI1,61.3,55.0,1134.0,5.3,5.33,3.26 +18095,1.51,Premium,J,SI1,58.4,60.0,7314.0,7.58,7.53,4.41 +48405,0.72,Good,G,SI1,64.0,59.0,1969.0,5.59,5.63,3.59 +38960,0.31,Premium,H,VS2,62.4,59.0,489.0,4.31,4.34,2.7 +30406,0.32,Ideal,H,VVS1,62.2,56.0,730.0,4.37,4.38,2.72 +32725,0.31,Ideal,F,VS2,62.9,56.0,802.0,4.32,4.3,2.71 +4343,1.02,Very Good,J,SI2,61.1,61.0,3601.0,6.44,6.5,3.95 +29744,0.32,Ideal,H,VVS1,61.3,56.0,708.0,4.41,4.43,2.71 +11369,1.04,Ideal,I,VS1,62.9,43.0,4997.0,6.45,6.41,4.04 +9412,1.01,Very Good,D,SI2,62.2,60.0,4588.0,6.4,6.43,3.99 +30760,0.25,Premium,E,VVS2,62.5,59.0,740.0,4.04,4.02,2.52 +49250,0.71,Fair,D,SI1,55.5,62.0,2086.0,6.0,5.97,3.32 +45475,0.5,Premium,E,VS2,62.7,59.0,1676.0,5.06,5.02,3.16 +52961,0.24,Very Good,E,VVS1,63.7,57.0,552.0,3.92,3.93,2.5 +28208,0.4,Very Good,H,SI1,62.1,62.0,666.0,4.7,4.73,2.93 +30678,0.4,Very Good,E,SI1,60.9,56.0,737.0,4.76,4.8,2.91 +29933,0.32,Ideal,D,SI1,61.2,56.0,714.0,4.45,4.47,2.73 +21431,1.13,Very Good,F,VVS2,59.6,59.0,9539.0,6.82,6.87,4.08 +46181,0.5,Premium,G,VS1,62.2,59.0,1746.0,5.09,5.04,3.15 +14923,1.5,Good,G,SI2,57.5,63.0,6006.0,7.53,7.49,4.32 +7683,0.92,Premium,D,SI1,62.3,58.0,4274.0,6.27,6.21,3.89 +46590,0.64,Good,H,VS1,61.8,60.3,1786.0,5.47,5.53,3.4 +6679,1.2,Ideal,J,VS2,61.6,54.0,4099.0,6.88,6.82,4.22 +25348,1.76,Ideal,I,VVS2,60.2,58.0,14065.0,7.84,7.87,4.73 +25421,1.5,Premium,G,VVS2,62.7,58.0,14157.0,7.28,7.32,4.58 +19908,1.53,Very Good,G,SI2,62.1,61.0,8455.0,7.28,7.3,4.53 +53649,0.71,Ideal,E,SI1,61.3,57.0,2704.0,5.81,5.78,3.55 +17527,1.09,Ideal,H,VVS1,61.4,56.0,7055.0,6.64,6.67,4.09 +38384,0.42,Ideal,E,VS2,61.7,56.0,1024.0,4.82,4.8,2.97 +13690,1.01,Ideal,E,SI1,62.1,54.0,5599.0,6.5,6.41,4.01 +13826,1.0,Very Good,E,VS2,63.5,56.0,5633.0,6.37,6.32,4.03 +49820,0.73,Ideal,I,VS1,62.1,54.0,2167.0,5.77,5.8,3.59 +41771,0.54,Ideal,E,SI2,60.7,56.0,1246.0,5.25,5.3,3.2 +53003,0.7,Premium,D,SI2,60.4,60.0,2596.0,5.79,5.74,3.48 +41458,0.45,Premium,F,VS1,62.1,59.0,1229.0,4.85,4.81,3.0 +15209,1.01,Premium,G,VS2,62.4,58.0,6108.0,6.41,6.38,3.99 +8170,1.07,Premium,E,SI2,60.5,59.0,4362.0,6.67,6.59,4.01 +14289,1.0,Good,E,SI1,61.6,62.0,5784.0,6.35,6.42,3.93 +28687,0.36,Ideal,G,VS1,62.3,57.0,678.0,4.55,4.57,2.84 +22649,1.54,Ideal,D,SI1,63.0,54.0,10694.0,7.33,7.28,4.6 +36412,0.31,Premium,E,VS1,60.5,59.0,942.0,4.37,4.36,2.64 +27505,1.73,Very Good,G,VVS2,62.6,55.0,18211.0,7.66,7.76,4.83 +41581,0.25,Very Good,D,VS1,62.6,58.0,388.0,4.05,4.07,2.54 +25094,1.72,Very Good,F,SI1,63.2,61.0,13622.0,7.62,7.57,4.8 +19394,1.53,Premium,J,VS1,60.1,59.0,8058.0,7.47,7.51,4.5 +27611,2.16,Premium,I,VS2,58.7,60.0,18481.0,8.54,8.5,5.0 +22432,2.1,Ideal,I,SI2,63.0,56.0,10457.0,8.18,8.15,5.12 +31816,0.38,Very Good,G,VS2,62.5,56.0,775.0,4.59,4.63,2.88 +53127,0.66,Very Good,E,VS1,61.0,57.8,2618.0,5.64,5.69,3.45 +28821,0.31,Ideal,D,VS1,60.5,55.0,683.0,4.39,4.43,2.67 +30683,0.3,Very Good,G,VVS1,62.6,62.0,737.0,4.21,4.26,2.65 +44080,0.51,Ideal,D,SI1,62.0,55.0,1553.0,5.11,5.15,3.18 +25696,0.4,Fair,D,SI1,65.1,55.0,644.0,4.63,4.68,3.03 +21345,1.0,Very Good,D,VVS2,61.3,58.0,9487.0,6.37,6.42,3.92 +29318,0.31,Premium,H,VS1,61.1,59.0,698.0,4.36,4.35,2.66 +49497,0.7,Fair,I,VVS2,64.7,55.0,2117.0,5.62,5.51,3.6 +32852,0.4,Ideal,G,VS2,61.2,57.0,807.0,4.73,4.78,2.91 +20907,1.56,Premium,F,SI1,60.5,59.0,9120.0,7.54,7.49,4.55 +18737,1.58,Premium,J,SI1,59.8,58.0,7654.0,7.61,7.57,4.54 +41816,0.43,Ideal,F,VVS2,61.8,57.0,1250.0,4.85,4.83,2.99 +52562,0.7,Ideal,G,VS2,62.1,57.0,2536.0,5.66,5.7,3.53 +5953,0.91,Premium,D,SI2,62.4,56.0,3949.0,6.2,6.17,3.86 +39599,0.34,Ideal,E,VVS1,61.9,56.0,1084.0,4.51,4.47,2.78 +13341,1.05,Ideal,G,VS2,61.1,57.0,5504.0,6.55,6.52,3.99 +2710,0.35,Ideal,G,VS2,61.6,54.0,563.0,4.55,4.58,2.81 +26914,2.02,Premium,G,SI2,61.3,56.0,16929.0,8.22,8.16,5.02 +10423,0.9,Ideal,H,VVS1,61.9,57.0,4783.0,6.19,6.24,3.85 +1556,0.65,Premium,D,VVS2,59.9,58.0,3003.0,5.69,5.63,3.39 +15461,1.33,Ideal,J,VS1,62.4,55.0,6190.0,7.02,7.05,4.39 +45462,0.52,Ideal,G,SI1,61.4,56.0,1675.0,5.18,5.21,3.19 +42267,0.44,Ideal,D,VS1,62.3,55.0,1294.0,4.88,4.84,3.03 +17770,1.17,Ideal,G,VS1,59.4,57.0,7155.0,6.93,6.87,4.1 +42939,0.32,Good,I,VS1,63.1,56.0,505.0,4.38,4.4,2.77 +10605,1.17,Very Good,H,SI2,62.7,56.0,4826.0,6.68,6.74,4.21 +15100,1.06,Ideal,I,VVS2,62.2,55.0,6069.0,6.51,6.55,4.06 +45237,0.52,Very Good,H,VS1,62.2,55.0,1659.0,5.15,5.18,3.21 +39535,0.4,Ideal,F,VS2,60.6,55.0,1080.0,4.82,4.78,2.91 +30767,0.33,Premium,F,VS2,60.0,60.0,740.0,4.49,4.45,2.68 +53016,0.52,Ideal,F,IF,60.6,57.0,2598.0,5.22,5.21,3.16 +12296,1.1,Very Good,F,VS2,63.5,55.0,5218.0,6.58,6.52,4.16 +30818,0.33,Very Good,E,SI1,63.3,56.0,743.0,4.43,4.41,2.8 +4219,0.9,Very Good,F,SI2,62.7,59.0,3569.0,6.1,6.18,3.85 +32506,0.37,Ideal,G,VS1,60.9,57.0,798.0,4.65,4.68,2.84 +3302,0.9,Very Good,F,SI2,62.6,56.0,3368.0,6.13,6.17,3.85 +39897,0.42,Premium,F,VS1,61.9,55.0,1103.0,4.82,4.78,2.97 +32373,0.34,Ideal,E,VS1,61.2,55.0,790.0,4.51,4.54,2.77 +23062,1.61,Ideal,E,SI2,63.0,60.0,11090.0,7.45,7.42,4.68 +27571,2.09,Very Good,H,SI1,61.1,56.0,18392.0,8.23,8.3,5.05 +37720,0.34,Ideal,G,VVS2,61.1,57.0,995.0,4.52,4.48,2.75 +41158,0.52,Good,E,SI2,60.5,62.0,1199.0,5.15,5.2,3.13 +50090,0.5,Ideal,E,VVS2,61.7,55.7,2206.0,5.09,5.12,3.13 +20098,1.51,Very Good,G,SI2,63.2,55.0,8574.0,7.32,7.27,4.61 +18155,1.09,Ideal,G,VS2,61.2,56.0,7357.0,6.62,6.64,4.06 +1406,0.32,Ideal,G,VS2,61.6,54.0,560.0,4.4,4.43,2.72 +165,0.79,Ideal,F,SI2,61.9,55.0,2771.0,5.97,5.92,3.68 +38769,0.31,Ideal,F,IF,61.8,54.0,1046.0,4.37,4.33,2.69 +28754,0.31,Ideal,E,VS2,61.4,54.0,680.0,4.38,4.41,2.7 +3344,0.5,Very Good,D,IF,62.9,59.0,3378.0,4.99,5.09,3.17 +26158,2.1,Very Good,I,SI1,59.9,61.0,15474.0,8.26,8.34,4.97 +21030,1.03,Ideal,G,VVS2,61.6,56.0,9236.0,6.48,6.5,4.0 +2155,0.73,Premium,E,VS2,61.9,57.0,3127.0,5.79,5.75,3.57 +2355,1.01,Premium,G,SI2,60.1,58.0,3173.0,6.54,6.39,3.89 +42914,0.41,Ideal,E,VVS2,60.5,57.0,1363.0,4.83,4.86,2.93 +3049,0.27,Very Good,G,VVS1,62.9,55.0,566.0,4.13,4.15,2.6 +50115,0.7,Good,G,SI1,62.7,59.0,2209.0,5.57,5.63,3.51 +1113,0.77,Very Good,G,SI1,63.6,57.0,2915.0,5.79,5.88,3.71 +10846,1.16,Premium,H,SI2,60.2,59.0,4872.0,6.84,6.78,4.1 +13719,0.37,Ideal,I,VS1,60.8,56.0,603.0,4.67,4.71,2.85 +5589,0.92,Premium,F,SI2,59.3,61.0,3864.0,6.36,6.29,3.75 +27853,0.31,Ideal,G,VS2,61.5,56.0,652.0,4.34,4.36,2.68 +49156,0.5,Ideal,G,VVS1,62.7,57.0,2070.0,5.1,5.07,3.19 +53614,0.3,Very Good,D,SI1,62.2,61.0,552.0,4.24,4.28,2.65 +7709,0.9,Good,E,VS2,64.0,58.0,4278.0,6.02,6.07,3.87 +22125,1.53,Ideal,H,SI1,62.3,57.0,10153.0,7.41,7.36,4.6 +9468,1.04,Premium,I,SI1,60.7,59.0,4601.0,6.6,6.57,4.0 +26847,2.13,Premium,G,SI2,60.7,60.0,16778.0,8.27,8.37,5.05 +18268,1.53,Very Good,J,VS2,62.9,59.0,7418.0,7.31,7.34,4.61 +21598,1.23,Ideal,G,VVS2,61.0,55.0,9698.0,6.95,6.93,4.23 +19838,1.02,Ideal,G,VVS2,62.1,57.0,8401.0,6.43,6.45,4.0 +15421,1.01,Fair,D,VS2,65.6,61.0,6176.0,6.21,6.16,4.06 +40446,0.7,Fair,H,I1,62.1,66.0,1138.0,5.56,5.52,3.44 +15848,1.01,Ideal,G,VS2,62.4,57.0,6340.0,6.39,6.36,3.98 +20121,1.58,Premium,I,VS2,59.4,61.0,8583.0,7.66,7.63,4.54 +40349,0.43,Ideal,G,VVS2,61.9,55.0,1129.0,4.86,4.84,3.0 +14328,1.03,Ideal,D,SI1,61.2,55.0,5804.0,6.51,6.57,4.0 +35227,0.33,Ideal,F,VVS1,61.7,54.0,893.0,4.46,4.49,2.76 +46588,0.55,Very Good,E,VS2,61.5,56.0,1786.0,5.25,5.28,3.24 +52528,0.72,Very Good,I,VVS2,62.5,56.0,2530.0,5.7,5.72,3.57 +21903,1.01,Very Good,F,IF,63.5,59.0,9972.0,6.29,6.41,4.03 +18440,1.41,Good,D,SI2,63.9,60.0,7501.0,7.08,7.0,4.5 +16022,0.3,Premium,I,VS1,59.8,60.0,608.0,4.36,4.34,2.6 +17445,1.04,Premium,G,VS1,62.0,56.0,6996.0,6.53,6.46,4.03 +29012,0.34,Ideal,H,VVS2,61.8,54.0,686.0,4.47,4.49,2.77 +34308,0.29,Ideal,E,VVS2,62.0,55.0,858.0,4.27,4.25,2.64 +48529,0.59,Very Good,D,VS2,59.2,56.0,1986.0,5.47,5.54,3.26 +24367,0.31,Very Good,E,VS1,61.9,56.0,636.0,4.32,4.37,2.69 +30117,0.32,Ideal,G,VS2,61.5,57.0,720.0,4.41,4.4,2.71 +5867,1.01,Premium,G,SI2,63.0,59.0,3923.0,6.38,6.32,4.0 +34499,0.32,Ideal,F,VVS1,62.0,56.0,867.0,4.37,4.41,2.72 +30785,0.36,Very Good,E,VVS2,60.2,59.0,742.0,4.6,4.64,2.78 +21676,1.21,Premium,G,VVS2,61.3,56.0,9779.0,6.88,6.85,4.21 +16223,1.05,Ideal,G,VS2,60.8,57.0,6486.0,6.58,6.65,4.02 +14077,1.2,Ideal,H,SI2,61.6,57.0,5712.0,6.84,6.79,4.2 +23898,1.57,Ideal,H,VS2,61.8,55.0,12004.0,7.45,7.49,4.62 +2756,0.72,Premium,F,VVS2,61.1,58.0,3250.0,5.78,5.84,3.55 +31395,0.38,Very Good,G,VS1,62.0,57.0,764.0,4.65,4.68,2.89 +8355,1.02,Premium,F,SI2,63.0,58.0,4398.0,6.43,6.37,4.03 +5969,1.14,Premium,D,I1,61.8,59.0,3950.0,6.62,6.74,4.13 +1383,0.31,Ideal,G,SI2,61.4,55.0,558.0,4.39,4.37,2.69 +39043,0.39,Good,D,VVS2,58.1,60.0,1056.0,4.82,4.85,2.81 +51157,0.71,Very Good,F,SI1,64.0,58.0,2345.0,5.59,5.66,3.6 +39692,0.4,Premium,F,VVS2,60.8,59.0,1088.0,4.71,4.73,2.87 +43681,0.56,Very Good,F,SI1,62.9,56.0,1436.0,5.25,5.27,3.31 +28,0.3,Very Good,J,VS2,62.2,57.0,357.0,4.28,4.3,2.67 +21186,1.5,Good,H,SI1,60.8,60.0,9336.0,7.28,7.38,4.46 +9316,1.11,Ideal,H,SI2,62.0,54.0,4578.0,6.61,6.64,4.11 +22151,1.24,Very Good,E,VS1,62.0,58.0,10185.0,6.9,6.96,4.3 +12178,1.2,Very Good,G,SI2,62.1,56.0,5183.0,6.79,6.87,4.24 +50151,0.71,Good,D,SI2,64.3,56.0,2215.0,5.64,5.59,3.61 +866,1.02,Ideal,I,I1,61.7,56.0,2872.0,6.44,6.49,3.99 +13994,1.05,Ideal,I,VS2,60.3,57.0,5697.0,6.57,6.63,3.98 +19261,1.51,Premium,I,SI1,61.8,60.0,7989.0,7.23,7.3,4.49 +48316,0.25,Ideal,E,VS2,62.1,57.0,535.0,4.02,4.06,2.5 +52596,0.75,Good,D,SI2,59.9,61.0,2541.0,5.9,5.96,3.55 +48190,0.72,Good,H,SI2,65.8,59.0,1945.0,5.51,5.58,3.65 +7854,0.9,Very Good,D,SI1,61.0,63.0,4304.0,6.13,6.1,3.73 +44703,0.57,Good,G,VS2,64.1,55.0,1613.0,5.28,5.27,3.38 +39977,0.34,Ideal,E,VVS1,61.8,55.0,1107.0,4.49,4.5,2.78 +30415,0.32,Ideal,G,VVS2,61.8,55.0,730.0,4.41,4.43,2.73 +52437,0.7,Premium,H,VVS2,62.1,58.0,2513.0,5.66,5.71,3.53 +17248,1.34,Ideal,H,SI2,61.6,56.0,6904.0,7.1,7.05,4.36 +13722,0.41,Ideal,F,SI2,62.6,57.0,603.0,4.68,4.77,2.96 +30413,0.32,Premium,G,VVS2,60.2,60.0,730.0,4.42,4.45,2.67 +868,0.7,Ideal,D,SI1,61.8,56.0,2872.0,5.63,5.73,3.51 +11020,1.0,Good,E,SI1,59.3,61.0,4916.0,6.42,6.53,3.84 +20850,1.5,Premium,E,SI2,63.0,59.0,9072.0,7.24,7.18,4.54 +18590,1.22,Ideal,H,VS2,62.8,56.0,7584.0,6.81,6.75,4.26 +11113,1.14,Very Good,G,SI2,59.5,59.0,4935.0,6.79,6.85,4.06 +4801,0.9,Fair,H,VS2,64.7,58.0,3697.0,5.98,6.01,3.88 +5598,1.01,Premium,H,SI1,62.8,58.0,3869.0,6.43,6.34,4.01 +48084,0.71,Very Good,J,SI1,59.2,58.0,1932.0,5.86,5.9,3.48 +13856,1.0,Premium,G,VS2,62.0,62.0,5645.0,6.41,6.36,3.96 +21725,1.88,Very Good,D,SI2,63.2,60.0,9791.0,7.84,7.79,4.94 +41711,0.46,Very Good,E,VS2,62.2,58.0,1243.0,4.95,4.99,3.09 +37905,0.41,Ideal,G,VVS2,61.0,57.0,1007.0,4.78,4.8,2.92 +45789,0.59,Very Good,I,VVS1,62.8,58.0,1709.0,5.3,5.34,3.34 +15038,0.3,Good,G,VS1,63.6,57.0,605.0,4.23,4.26,2.7 +26673,0.26,Very Good,G,VVS2,62.2,56.0,426.0,4.08,4.1,2.54 +44827,0.53,Good,F,VS1,61.8,62.8,1624.0,5.13,5.16,3.18 +36574,0.5,Fair,E,SI2,64.7,57.0,945.0,4.98,4.88,3.19 +7702,1.01,Ideal,F,SI1,62.3,55.0,4276.0,6.38,6.31,3.95 +38541,0.34,Ideal,D,VS2,62.0,55.0,1033.0,4.49,4.45,2.77 +42065,0.39,Very Good,G,IF,63.5,56.0,1271.0,4.67,4.65,2.96 +17329,1.01,Ideal,G,VS1,62.7,56.0,6951.0,6.4,6.35,4.0 +9964,1.15,Premium,E,SI2,61.8,56.0,4701.0,6.75,6.7,4.15 +13070,1.23,Premium,J,VS1,62.7,58.0,5412.0,6.79,6.82,4.27 +5481,0.81,Very Good,E,VS2,62.8,57.0,3839.0,5.9,5.95,3.72 +25545,1.5,Premium,F,VS2,61.3,61.0,14372.0,7.36,7.33,4.5 +8416,1.02,Very Good,E,SI2,60.7,62.0,4404.0,6.44,6.47,3.92 +4457,1.01,Good,I,VS2,63.6,57.0,3620.0,6.3,6.21,3.98 +11945,1.01,Good,E,SI1,63.6,60.0,5132.0,6.32,6.38,4.04 +14465,1.12,Ideal,H,SI1,61.8,56.0,5838.0,6.67,6.69,4.13 +53755,0.72,Ideal,F,VS2,62.6,57.0,2724.0,5.72,5.68,3.57 +16704,0.32,Ideal,J,VS1,61.3,57.0,421.0,4.41,4.43,2.71 +46328,0.5,Very Good,D,VS2,60.8,56.0,1758.0,5.14,5.16,3.13 +8713,0.23,Ideal,E,VS1,61.5,54.0,586.0,3.96,3.97,2.44 +27468,2.08,Ideal,G,SI2,61.8,56.0,18124.0,8.22,8.18,5.07 +40920,0.42,Ideal,G,VVS1,61.7,55.0,1179.0,4.78,4.84,2.97 +16760,1.21,Very Good,H,VS2,62.9,58.0,6673.0,6.74,6.78,4.25 +19866,1.57,Very Good,G,SI2,61.1,61.0,8419.0,7.43,7.46,4.55 +50930,0.71,Ideal,I,SI1,62.3,53.0,2319.0,5.69,5.82,3.56 +40802,0.43,Ideal,F,VVS2,61.8,57.0,1169.0,4.83,4.85,2.99 +18086,1.2,Very Good,E,SI1,62.7,57.0,7310.0,6.7,6.79,4.23 +33026,0.3,Ideal,D,VVS2,61.7,55.0,814.0,4.33,4.36,2.68 +48601,0.6,Ideal,D,SI1,62.2,56.0,1996.0,5.44,5.4,3.37 +40724,0.41,Very Good,F,VVS1,62.3,54.0,1161.0,4.75,4.79,2.97 +3891,0.73,Ideal,G,VVS1,61.6,56.0,3487.0,5.77,5.82,3.57 +18551,1.21,Ideal,H,VS2,62.6,55.0,7562.0,6.84,6.78,4.26 +27952,0.3,Very Good,G,SI1,62.1,58.0,432.0,4.26,4.28,2.65 +44627,0.57,Premium,G,VS2,59.7,59.0,1608.0,5.37,5.41,3.22 +52445,0.53,Premium,E,VVS1,60.8,59.0,2514.0,5.23,5.17,3.16 +6830,1.11,Premium,I,SI2,61.8,58.0,4120.0,6.61,6.66,4.1 +39241,0.5,Very Good,H,SI1,62.9,58.0,1068.0,5.01,5.04,3.16 +38995,0.5,Ideal,J,VS2,61.9,54.0,1054.0,5.1,5.14,3.17 +46773,0.52,Ideal,G,VS1,61.2,56.0,1803.0,5.19,5.23,3.19 +2036,0.79,Ideal,E,SI1,62.1,54.0,3107.0,5.92,5.96,3.69 +3940,0.9,Fair,H,VS1,65.9,60.0,3500.0,5.99,5.96,3.94 +24240,1.9,Ideal,H,VS2,61.7,55.0,12443.0,7.9,7.81,4.85 +22539,1.0,Ideal,F,VVS2,61.3,53.0,10577.0,6.44,6.48,3.96 +47850,0.53,Very Good,E,VS1,62.6,59.0,1909.0,5.19,5.25,3.27 +2112,0.83,Very Good,F,SI1,63.1,58.0,3118.0,5.98,5.94,3.76 +1528,1.02,Fair,H,I1,61.5,60.0,2999.0,6.4,6.34,3.92 +9296,0.91,Premium,G,VS1,62.5,61.0,4570.0,6.17,6.05,3.82 +41343,0.42,Ideal,H,IF,61.7,55.0,1216.0,4.82,4.84,2.98 +45099,0.53,Very Good,G,VS1,61.2,57.0,1648.0,5.22,5.26,3.2 +33985,0.42,Premium,G,VS2,60.6,59.0,847.0,4.78,4.85,2.92 +2331,0.92,Very Good,J,SI1,62.6,58.0,3170.0,6.18,6.22,3.88 +29024,0.31,Ideal,G,VVS2,60.8,56.0,687.0,4.41,4.44,2.69 +3070,0.8,Premium,D,SI1,62.7,59.0,3312.0,5.89,5.85,3.68 +45742,0.5,Ideal,E,SI1,61.5,57.0,1700.0,5.08,5.1,3.13 +31886,0.3,Premium,G,VS1,61.4,58.0,776.0,4.35,4.32,2.66 +48627,0.7,Fair,E,SI1,57.2,66.0,2000.0,5.76,5.74,3.29 +24112,2.02,Very Good,J,SI1,63.0,56.0,12267.0,7.95,8.01,5.03 +21039,0.31,Very Good,F,VS2,61.5,56.0,625.0,4.34,4.41,2.69 +14990,1.51,Premium,H,I1,61.9,58.0,6038.0,7.39,7.34,4.56 +45407,0.51,Good,D,VS2,63.1,58.0,1668.0,5.08,5.13,3.22 +7211,1.01,Good,H,SI1,64.0,58.0,4191.0,6.37,6.31,4.06 +40152,0.35,Premium,E,VVS1,60.7,59.0,1116.0,4.58,4.55,2.77 +20426,1.22,Premium,G,VS1,61.3,58.0,8779.0,6.91,6.89,4.23 +39105,0.41,Ideal,H,VS1,61.8,56.0,1061.0,4.81,4.77,2.96 +37036,0.4,Very Good,D,VS1,64.2,57.0,967.0,4.67,4.7,3.01 +45150,0.5,Premium,F,VS2,61.7,59.0,1654.0,5.09,5.05,3.13 +16545,1.0,Premium,F,VS2,62.7,58.0,6608.0,6.4,6.33,3.99 +47927,0.56,Premium,G,VS1,61.2,60.0,1915.0,5.3,5.26,3.23 +8224,1.0,Very Good,F,SI2,61.6,61.0,4372.0,6.33,6.36,3.91 +20674,1.03,Ideal,G,VVS1,59.9,61.0,8955.0,6.56,6.63,3.95 +1357,0.75,Ideal,E,SI1,61.7,56.0,2964.0,5.84,5.86,3.61 +38991,0.51,Premium,G,SI1,62.0,59.0,1053.0,5.12,5.1,3.17 +7368,0.93,Ideal,H,VS2,61.5,57.0,4218.0,6.3,6.26,3.86 +14441,1.16,Good,J,VVS2,61.6,57.0,5831.0,6.79,6.85,4.2 +10650,1.01,Premium,H,SI1,60.0,62.0,4836.0,6.51,6.45,3.89 +13065,1.16,Ideal,H,SI1,64.2,59.0,5411.0,6.66,6.61,4.26 +42188,0.5,Good,G,SI1,62.5,64.0,1286.0,4.99,4.93,3.1 +17545,1.01,Good,F,VVS2,63.6,60.0,7059.0,6.36,6.31,4.03 +49363,1.0,Good,F,I1,63.9,59.0,2098.0,6.27,6.2,3.99 +38875,0.4,Premium,F,VS1,62.5,59.0,1050.0,4.69,4.66,2.92 +36989,0.41,Premium,E,VS1,60.7,59.0,964.0,4.77,4.79,2.9 +20604,1.5,Good,E,SI2,63.0,59.0,8910.0,7.18,7.24,4.54 +11185,1.07,Ideal,H,SI1,61.1,56.0,4955.0,6.63,6.6,4.04 +7199,1.02,Ideal,I,SI2,62.8,58.0,4189.0,6.37,6.41,4.01 +43918,0.31,Ideal,I,VS1,61.4,55.2,513.0,4.32,4.35,2.66 +5476,1.02,Fair,E,SI2,65.3,59.0,3838.0,6.28,6.22,4.08 +18535,1.51,Premium,J,VS2,60.2,59.0,7553.0,7.36,7.35,4.43 +30219,0.33,Ideal,E,VS2,61.8,55.0,723.0,4.45,4.48,2.76 +11394,0.34,Premium,G,VS2,61.2,59.0,596.0,4.43,4.49,2.73 +13476,1.22,Premium,G,SI2,60.2,58.0,5534.0,6.92,6.9,4.16 +53839,0.8,Good,D,SI1,63.7,57.0,2738.0,5.88,5.8,3.72 +40935,0.24,Good,E,VVS1,63.8,56.0,499.0,3.95,3.98,2.53 +4472,0.82,Ideal,E,SI1,61.8,58.0,3622.0,5.99,6.05,3.72 +50982,0.31,Good,E,SI1,63.1,54.0,544.0,4.31,4.34,2.73 +16106,1.01,Ideal,G,VS2,61.9,56.0,6439.0,6.42,6.46,3.99 +6765,1.01,Fair,E,SI1,65.6,59.0,4106.0,6.22,6.18,4.07 +53084,0.72,Very Good,D,SI2,62.3,59.0,2612.0,5.67,5.73,3.55 +24122,2.12,Ideal,I,SI1,62.2,57.0,12284.0,8.21,8.14,5.08 +49385,0.75,Fair,F,SI2,65.1,57.0,2102.0,5.7,5.66,3.7 +7759,1.03,Very Good,F,SI1,62.5,59.0,4282.0,6.41,6.45,4.02 +49358,0.51,Ideal,F,VVS2,61.8,56.0,2098.0,5.13,5.16,3.18 +1872,0.82,Ideal,I,VS1,61.6,56.0,3071.0,6.05,6.01,3.72 +15225,1.04,Ideal,D,SI1,61.9,57.0,6112.0,6.51,6.54,4.04 +36699,0.34,Ideal,G,IF,61.5,56.0,952.0,4.52,4.54,2.79 +35912,0.38,Ideal,D,VS1,61.3,56.0,919.0,4.68,4.72,2.88 +45350,0.59,Ideal,G,VS2,62.6,54.0,1664.0,5.32,5.38,3.35 +13575,1.01,Very Good,E,SI1,60.0,60.0,5556.0,6.45,6.49,3.88 +22111,1.21,Premium,E,VS1,60.3,58.0,10137.0,6.95,6.91,4.18 +22030,0.32,Good,G,VS1,57.0,62.0,628.0,4.51,4.54,2.58 +21201,1.94,Very Good,I,SI2,63.1,59.0,9344.0,8.01,7.89,5.02 +25635,1.51,Ideal,G,VS1,60.6,57.0,14507.0,7.48,7.38,4.5 +8353,1.02,Ideal,G,SI2,61.4,54.0,4398.0,6.55,6.52,4.01 +40027,0.53,Very Good,F,SI2,63.2,55.0,1110.0,5.17,5.18,3.27 +51617,0.58,Ideal,F,VVS2,61.8,56.0,2395.0,5.36,5.39,3.32 +50988,0.31,Ideal,G,VS2,62.7,57.0,544.0,4.31,4.34,2.71 +560,0.72,Premium,E,SI1,62.1,58.0,2831.0,5.73,5.76,3.57 +4412,0.72,Very Good,H,VVS1,59.9,57.0,3610.0,5.83,5.86,3.5 +48311,0.25,Ideal,F,VS2,61.6,55.0,535.0,4.06,4.08,2.51 +27234,2.0,Good,H,SI1,63.3,59.0,17600.0,7.96,8.03,5.06 +19386,1.55,Ideal,I,SI2,60.7,60.0,8056.0,7.49,7.46,4.54 +17741,1.2,Very Good,I,IF,59.1,61.0,7141.0,6.91,6.99,4.11 +31085,0.33,Ideal,H,VVS1,61.7,56.0,752.0,4.46,4.48,2.76 +51716,0.7,Very Good,F,SI1,61.3,59.0,2401.0,5.68,5.74,3.5 +1606,0.77,Ideal,D,SI2,62.3,55.0,3011.0,5.9,5.85,3.66 +22868,1.53,Premium,D,SI1,61.6,58.0,10907.0,7.42,7.35,4.55 +37853,0.33,Premium,D,VVS2,62.6,56.0,1002.0,4.47,4.44,2.79 +28657,0.35,Ideal,G,VVS2,61.9,57.0,676.0,4.49,4.52,2.79 +5958,0.9,Very Good,F,SI1,62.6,60.0,3950.0,6.1,6.14,3.83 +13577,1.21,Premium,I,SI1,62.3,59.0,5556.0,6.81,6.77,4.23 +10768,1.11,Ideal,J,VS1,61.7,57.0,4854.0,6.67,6.72,4.13 +5590,1.5,Good,F,I1,63.7,59.0,3864.0,7.29,7.18,4.62 +36811,0.3,Ideal,G,IF,62.6,57.0,956.0,4.32,4.28,2.69 +50280,0.97,Ideal,I,I1,61.6,53.0,2239.0,6.4,6.43,3.95 +11238,1.01,Premium,H,SI1,60.0,58.0,4965.0,6.6,6.54,3.94 +47140,0.51,Premium,E,VS1,61.9,58.0,1831.0,5.1,5.15,3.17 +36973,0.41,Ideal,H,VS1,61.8,56.0,962.0,4.78,4.73,2.94 +3816,0.55,Ideal,D,VVS2,60.8,56.0,3468.0,5.31,5.34,3.24 +26529,2.28,Ideal,I,SI2,62.9,57.0,16187.0,8.41,8.34,5.27 +28092,0.38,Ideal,E,SI2,62.2,56.0,663.0,4.64,4.66,2.89 +51081,0.72,Premium,I,VS2,60.9,60.0,2333.0,5.8,5.76,3.52 +24662,1.25,Ideal,E,VVS2,60.9,60.0,13006.0,6.93,6.97,4.23 +46073,0.63,Premium,F,SI1,59.1,57.0,1736.0,5.64,5.6,3.32 +3758,1.02,Ideal,E,SI2,62.3,56.0,3455.0,6.42,6.37,3.98 +26705,0.32,Ideal,F,VS2,62.5,56.0,645.0,4.36,4.38,2.73 +17566,1.2,Ideal,H,VS2,62.8,57.0,7072.0,6.75,6.79,4.25 +17961,2.0,Fair,F,I1,64.9,57.0,7258.0,7.99,7.82,5.14 +21897,1.01,Very Good,F,IF,59.6,62.0,9965.0,6.47,6.56,3.88 +3167,0.75,Ideal,F,SI1,61.5,55.0,3336.0,5.88,5.9,3.62 +23961,2.54,Very Good,I,SI2,63.4,56.0,12095.0,8.68,8.64,5.49 +6587,1.01,Ideal,H,SI2,60.7,59.0,4078.0,6.47,6.45,3.92 +33680,0.3,Ideal,E,VVS2,61.1,57.0,837.0,4.34,4.36,2.65 +2778,0.83,Ideal,F,SI1,62.1,55.0,3254.0,6.0,6.05,3.74 +33684,0.31,Premium,E,VVS2,60.5,57.0,837.0,4.41,4.39,2.66 +39403,0.41,Ideal,G,VVS2,61.3,56.0,1076.0,4.77,4.76,2.92 +40976,0.59,Good,I,SI2,63.9,57.0,1180.0,5.3,5.25,3.37 +49998,0.58,Premium,E,VS2,59.6,59.0,2192.0,5.43,5.38,3.22 +33907,0.3,Premium,E,VS2,62.4,59.0,844.0,4.3,4.26,2.67 +21360,1.28,Premium,G,VS1,60.9,58.0,9505.0,7.09,7.01,4.29 +49837,0.52,Ideal,F,VVS2,61.6,57.0,2168.0,5.16,5.2,3.19 +2195,0.9,Very Good,E,SI2,60.7,61.0,3139.0,6.16,6.22,3.76 +16945,1.28,Very Good,H,SI2,60.4,61.0,6766.0,7.08,7.03,4.26 +35974,0.32,Very Good,F,IF,61.7,55.0,921.0,4.4,4.41,2.72 +30193,0.42,Very Good,E,SI1,59.8,61.0,722.0,4.85,4.89,2.91 +30879,0.33,Premium,E,SI1,60.9,58.0,743.0,4.5,4.46,2.73 +43199,0.5,Good,D,SI1,63.2,59.0,1395.0,5.02,5.04,3.18 +21153,1.18,Premium,G,VVS2,62.8,57.0,9304.0,6.77,6.71,4.23 +44129,0.51,Very Good,G,VS1,63.3,56.0,1560.0,5.05,5.08,3.21 +36613,0.32,Premium,G,SI1,62.6,58.0,477.0,4.31,4.35,2.71 +2000,0.72,Ideal,D,VS2,61.8,57.0,3099.0,5.76,5.73,3.55 +48972,0.34,Ideal,I,VS1,62.4,55.0,537.0,4.47,4.51,2.8 +10048,0.31,Premium,I,SI1,60.1,59.0,418.0,4.38,4.41,2.64 +1227,0.7,Ideal,F,VS1,61.2,54.0,2940.0,5.92,5.64,3.54 +39224,0.32,Ideal,D,VVS1,61.5,57.0,1067.0,4.43,4.45,2.73 +46583,0.55,Premium,E,VS2,60.5,58.0,1786.0,5.26,5.32,3.2 +44412,0.46,Ideal,E,VVS1,62.6,57.0,1586.0,4.89,4.98,3.09 +21293,1.21,Premium,F,VS1,60.1,58.0,9448.0,6.98,6.89,4.17 +50294,0.31,Very Good,G,VS1,60.4,59.0,542.0,4.37,4.41,2.65 +1119,0.7,Ideal,E,VS2,62.5,58.0,2917.0,5.63,5.67,3.53 +38175,0.32,Very Good,D,VVS1,61.6,54.0,1015.0,4.4,4.43,2.72 +15561,1.01,Very Good,G,VS1,60.5,60.0,6239.0,6.44,6.52,3.92 +23097,1.34,Premium,G,VVS2,61.3,58.0,11118.0,7.16,7.1,4.37 +18504,1.53,Premium,I,SI2,62.1,59.0,7539.0,7.35,7.37,4.57 +45195,0.51,Ideal,E,VS2,61.6,56.3,1656.0,5.14,5.15,3.16 +40130,0.41,Premium,F,VVS2,60.6,58.0,1115.0,4.79,4.84,2.92 +11708,0.34,Ideal,G,VS2,61.5,57.0,596.0,4.47,4.51,2.76 +7524,1.01,Premium,H,SI2,59.9,59.0,4242.0,6.51,6.48,3.89 +25048,0.3,Very Good,F,SI1,63.5,59.0,641.0,4.22,4.19,2.67 +5293,0.78,Very Good,D,VS1,63.2,58.0,3800.0,5.87,5.81,3.69 +13388,0.35,Good,D,SI1,63.3,56.0,601.0,4.5,4.53,2.86 +26543,1.53,Very Good,G,VS1,61.9,57.0,16219.0,7.39,7.32,4.55 +8148,1.01,Good,F,SI1,63.6,58.0,4355.0,6.36,6.28,4.02 +21719,0.32,Ideal,H,VVS2,62.2,54.0,628.0,4.42,4.46,2.76 +27753,0.32,Very Good,I,VS1,63.1,56.0,648.0,4.4,4.38,2.77 +44563,0.52,Good,D,SI1,63.9,58.0,1605.0,5.12,5.08,3.26 +27222,2.01,Very Good,I,VS2,62.4,58.0,17570.0,8.06,7.99,5.01 +45463,0.55,Ideal,E,SI1,61.7,54.0,1675.0,5.26,5.27,3.25 +21808,1.74,Ideal,D,SI2,59.7,55.0,9880.0,7.9,7.84,4.7 +51512,0.7,Premium,H,SI1,61.1,58.0,2383.0,5.73,5.69,3.49 +3156,0.9,Very Good,I,VS2,58.4,62.0,3334.0,6.29,6.35,3.69 +32795,0.31,Ideal,D,VS2,60.2,56.0,804.0,4.46,4.41,2.67 +694,0.71,Premium,F,VS2,62.6,58.0,2853.0,5.67,5.7,3.56 +38590,0.51,Premium,F,SI2,58.3,61.0,1036.0,5.18,5.14,3.01 +50461,1.0,Premium,G,I1,59.0,60.0,2264.0,6.49,6.43,3.82 +46737,0.52,Ideal,H,IF,61.8,55.0,1798.0,5.17,5.19,3.2 +10099,1.22,Ideal,I,SI2,60.7,57.0,4714.0,6.92,6.88,4.19 +46221,0.5,Very Good,D,VS2,62.8,56.0,1752.0,5.04,5.08,3.18 +8410,1.04,Ideal,F,SI1,59.9,56.0,4403.0,6.64,6.58,3.96 +19108,1.03,Ideal,G,VVS2,61.6,57.0,7876.0,6.48,6.51,4.0 +51290,0.77,Ideal,E,SI2,61.0,57.0,2360.0,5.95,5.92,3.62 +38138,0.3,Premium,G,VVS1,62.6,58.0,1013.0,4.29,4.27,2.68 +9555,1.0,Very Good,I,VS2,63.5,56.0,4620.0,6.33,6.3,4.01 +10380,1.13,Ideal,F,SI2,62.3,57.0,4778.0,6.67,6.61,4.14 +51722,0.77,Ideal,F,SI2,61.7,56.0,2401.0,5.91,5.96,3.66 +4262,0.9,Very Good,I,VS2,61.6,57.0,3581.0,6.13,6.17,3.79 +15542,1.03,Premium,G,VS2,58.9,59.0,6229.0,6.65,6.59,3.9 +683,1.2,Very Good,H,I1,63.1,60.0,2850.0,6.75,6.67,4.23 +3218,0.91,Good,D,SI2,64.1,62.0,3349.0,6.06,6.01,3.87 +28265,0.23,Good,F,VS2,63.8,57.0,357.0,3.93,3.84,2.48 +19513,1.07,Ideal,G,VVS2,62.3,54.0,8145.0,6.54,6.56,4.08 +29484,0.32,Very Good,E,VS2,60.5,55.0,702.0,4.43,4.49,2.7 +23130,1.5,Fair,F,SI1,64.6,60.0,11154.0,7.18,7.1,4.61 +19606,1.02,Ideal,E,VS2,61.0,56.0,8225.0,6.53,6.51,3.98 +33554,0.3,Ideal,G,IF,62.0,54.4,830.0,4.3,4.32,2.67 +4080,0.31,Good,D,SI1,63.4,58.0,571.0,4.32,4.35,2.75 +1857,0.77,Ideal,I,VS1,61.4,56.0,3066.0,5.9,5.93,3.63 +42339,0.52,Very Good,F,SI1,61.9,58.0,1298.0,5.1,5.15,3.17 +51758,0.65,Good,E,VS2,57.8,61.2,2406.0,5.72,5.78,3.32 +11381,0.4,Good,G,SI2,63.1,59.0,596.0,4.65,4.7,2.95 +1905,1.0,Very Good,E,I1,62.3,58.0,3080.0,6.33,6.38,3.96 +48489,0.5,Fair,D,VVS2,67.6,57.0,1980.0,4.95,4.84,3.31 +49605,0.7,Good,H,VS2,64.5,57.0,2137.0,5.53,5.57,3.58 +51646,0.31,Ideal,I,VVS2,61.6,57.0,544.0,4.35,4.39,2.69 +28041,0.41,Fair,H,SI1,65.4,61.0,659.0,4.51,4.63,2.99 +44533,0.51,Fair,F,VS2,56.3,61.0,1602.0,5.34,5.29,2.99 +32317,0.3,Premium,G,VVS1,62.6,58.0,789.0,4.27,4.29,2.68 +49352,0.54,Ideal,H,IF,60.9,57.0,2096.0,5.26,5.31,3.22 +12248,1.01,Premium,H,SI1,61.8,59.0,5204.0,6.38,6.33,3.93 +36636,0.41,Very Good,D,SI1,63.2,57.0,947.0,4.77,4.73,3.0 +8728,0.27,Ideal,D,VVS1,61.7,57.0,586.0,4.16,4.2,2.58 +48588,0.54,Premium,D,VS2,61.5,58.0,1993.0,5.26,5.21,3.22 +48988,0.36,Ideal,H,SI1,61.6,56.0,538.0,4.6,4.62,2.84 +42946,0.3,Very Good,F,SI2,63.5,57.0,506.0,4.25,4.22,2.69 +48326,0.33,Good,F,SI1,61.8,62.0,536.0,4.4,4.45,2.74 +35078,0.3,Very Good,F,IF,62.6,55.0,886.0,4.3,4.32,2.7 +12908,1.01,Ideal,E,SI1,62.9,56.0,5375.0,6.41,6.38,4.02 +40082,0.33,Ideal,E,VVS2,61.7,57.0,1114.0,4.44,4.41,2.73 +37136,0.42,Ideal,G,SI2,60.9,56.0,971.0,4.87,4.89,2.97 +31527,0.34,Ideal,E,SI1,63.0,55.0,765.0,4.47,4.42,2.8 +10139,1.05,Ideal,I,SI2,61.8,59.0,4723.0,6.53,6.49,4.02 +33414,0.32,Premium,H,VVS2,61.0,58.0,828.0,4.44,4.41,2.7 +35560,0.35,Premium,G,VS1,62.3,59.0,906.0,4.53,4.49,2.81 +28249,0.33,Ideal,G,VS1,62.1,55.0,666.0,4.43,4.46,2.76 +8213,1.02,Premium,G,SI2,62.9,59.0,4370.0,6.4,6.38,4.02 +2327,0.91,Very Good,J,SI2,62.4,61.0,3169.0,6.13,6.2,3.85 +22906,1.51,Very Good,G,SI1,61.5,54.0,10947.0,7.35,7.42,4.54 +4596,0.7,Ideal,H,VS2,61.9,56.0,3656.0,5.68,5.73,3.53 +1140,0.65,Ideal,F,VVS2,61.3,56.0,2921.0,5.58,5.61,3.43 +42099,0.44,Very Good,E,VVS2,60.7,57.0,1274.0,4.9,4.92,2.98 +19416,1.24,Ideal,H,VVS2,62.0,56.0,8069.0,6.92,6.86,4.27 +19391,1.58,Very Good,J,SI1,61.6,57.0,8057.0,7.47,7.54,4.62 +5907,0.9,Good,E,SI1,60.8,65.0,3933.0,6.14,6.17,3.74 +49436,0.72,Very Good,I,VS2,61.8,60.0,2109.0,5.72,5.76,3.55 +17406,1.1,Ideal,G,VS2,60.2,56.0,6972.0,6.7,6.74,4.05 +3361,0.3,Very Good,I,SI1,61.2,58.0,405.0,4.28,4.31,2.63 +22336,1.55,Ideal,I,VS1,61.5,54.0,10384.0,7.42,7.58,4.61 +48578,0.54,Premium,D,VS2,61.1,55.0,1993.0,5.37,5.24,3.24 +19846,1.08,Ideal,F,VS1,61.4,55.0,8405.0,6.61,6.69,4.08 +37374,0.4,Premium,F,VS1,60.3,60.0,982.0,4.77,4.81,2.89 +19515,1.5,Premium,H,SI2,60.8,58.0,8148.0,7.39,7.34,4.48 +50003,0.74,Premium,I,VS1,62.9,57.0,2193.0,5.79,5.76,3.63 +9087,0.9,Very Good,D,SI1,64.2,55.0,4523.0,6.09,6.16,3.93 +36543,0.4,Premium,F,SI1,62.7,57.0,945.0,4.7,4.68,2.94 +28762,0.31,Ideal,E,VS2,62.4,54.0,680.0,4.31,4.35,2.7 +32573,0.4,Premium,E,VS1,61.5,58.0,800.0,4.73,4.76,2.92 +44482,0.5,Good,H,VVS1,63.3,57.0,1596.0,5.02,5.06,3.19 +15375,0.36,Very Good,G,SI1,61.8,57.8,606.0,4.52,4.58,2.81 +2571,0.73,Ideal,F,VS1,62.6,56.0,3211.0,5.73,5.71,3.58 +1035,0.86,Very Good,I,VS1,61.2,58.0,2905.0,6.1,6.16,3.75 +35773,0.4,Ideal,E,VS2,62.4,55.0,912.0,4.71,4.74,2.95 +570,0.56,Very Good,E,IF,61.0,59.0,2833.0,5.28,5.34,3.24 +7272,1.04,Very Good,G,SI2,60.9,58.0,4200.0,6.52,6.58,3.99 +8461,1.02,Very Good,E,SI2,58.7,63.0,4414.0,6.61,6.55,3.86 +39824,0.57,Premium,I,SI2,62.1,57.0,1097.0,5.33,5.29,3.3 +15299,1.29,Premium,I,SI1,62.1,58.0,6140.0,7.07,6.91,4.34 +44796,0.5,Ideal,E,VS2,61.8,55.0,1624.0,5.06,5.11,3.14 +23945,1.73,Premium,H,SI1,62.4,58.0,12079.0,7.64,7.61,4.76 +13848,1.0,Good,G,VS2,63.7,59.0,5645.0,6.38,6.33,4.05 +33045,0.32,Ideal,G,VVS1,61.8,54.0,814.0,4.4,4.43,2.73 +16361,0.32,Ideal,E,VS2,61.4,57.0,608.0,4.4,4.46,2.72 +15720,0.3,Ideal,I,VS1,61.6,56.0,608.0,4.36,4.31,2.67 +47974,0.3,Ideal,I,VVS2,62.5,53.6,532.0,4.29,4.33,2.69 +44101,0.7,Good,I,SI2,63.2,60.0,1556.0,5.55,5.62,3.53 +11788,1.04,Premium,G,SI1,61.4,57.0,5086.0,6.56,6.5,4.01 +24187,1.55,Ideal,F,SI1,62.1,54.0,12373.0,7.42,7.45,4.61 +39449,0.5,Good,E,SI2,63.3,56.0,1077.0,5.05,5.09,3.21 +13927,1.02,Premium,H,VS2,61.0,58.0,5666.0,6.56,6.49,3.98 +23056,1.51,Very Good,I,VVS1,63.0,59.0,11088.0,7.24,7.3,4.58 +35475,0.39,Ideal,G,VVS2,60.7,55.0,902.0,4.75,4.78,2.89 +11106,1.13,Ideal,H,SI2,62.1,55.0,4932.0,6.65,6.68,4.14 +35198,0.31,Ideal,G,IF,62.1,54.0,891.0,4.37,4.39,2.72 +31331,0.31,Ideal,G,VVS1,62.4,54.0,759.0,4.31,4.34,2.7 +45483,0.5,Ideal,D,VS2,61.7,53.0,1678.0,5.14,5.16,3.18 +23361,0.26,Very Good,G,VS2,61.7,57.0,423.0,4.11,4.15,2.55 +14801,1.2,Very Good,I,SI1,62.9,54.0,5955.0,6.75,6.77,4.25 +39631,0.34,Ideal,E,VVS1,62.2,56.0,1084.0,4.49,4.45,2.78 +51831,0.7,Good,H,VS1,59.4,62.0,2421.0,5.71,5.74,3.4 +27680,3.51,Premium,J,VS2,62.5,59.0,18701.0,9.66,9.63,6.03 +19146,1.52,Premium,H,SI2,62.0,58.0,7906.0,7.37,7.34,4.56 +1126,0.72,Very Good,G,VS1,60.5,57.0,2919.0,5.8,5.83,3.52 +15912,1.53,Good,H,I1,62.3,55.6,6361.0,7.34,7.38,4.59 +8834,1.02,Premium,E,SI2,59.9,58.0,4478.0,6.6,6.55,3.94 +14828,1.01,Ideal,E,SI1,62.2,57.0,5973.0,6.41,6.35,3.97 +19211,1.01,Good,D,VS1,63.1,59.0,7955.0,6.34,6.37,4.01 +45370,0.5,Ideal,E,VS1,62.2,54.0,1665.0,5.1,5.13,3.18 +11725,0.34,Good,H,VS1,63.1,57.0,596.0,4.4,4.44,2.79 +17122,0.9,Ideal,F,VS2,62.3,56.0,6830.0,6.17,6.19,3.85 +49530,0.59,Very Good,F,SI1,63.1,57.0,2124.0,5.39,5.36,3.39 +49909,0.54,Ideal,F,VVS2,62.1,54.0,2180.0,5.24,5.26,3.26 +22971,1.21,Ideal,D,VS1,60.1,60.0,11019.0,6.92,6.99,4.18 +26193,2.14,Premium,I,VS2,59.3,59.0,15559.0,8.43,8.39,5.0 +16001,1.57,Premium,I,SI2,62.2,60.0,6401.0,7.43,7.36,4.6 +13704,1.29,Very Good,H,SI2,63.8,57.0,5601.0,6.8,6.87,4.36 +38421,0.3,Very Good,E,IF,60.1,60.0,1026.0,4.3,4.32,2.59 +2291,0.9,Very Good,H,SI2,59.2,61.0,3160.0,6.23,6.27,3.7 +36161,0.38,Ideal,G,VVS2,61.5,55.2,929.0,4.67,4.71,2.89 +47557,0.7,Ideal,J,VS2,61.8,53.0,1874.0,5.73,5.76,3.55 +49965,0.3,Premium,E,SI2,61.7,61.0,540.0,4.33,4.29,2.66 +22438,1.54,Premium,H,SI1,62.2,58.0,10466.0,7.45,7.32,4.59 +44303,0.56,Very Good,D,SI1,63.9,56.0,1578.0,5.2,5.26,3.34 +27729,2.03,Ideal,G,SI1,60.0,55.8,18757.0,8.17,8.3,4.95 +26629,2.19,Very Good,I,SI1,60.7,60.0,16397.0,8.46,8.4,5.12 +1351,0.91,Very Good,E,SI2,58.6,63.0,2963.0,6.38,6.32,3.72 +42265,0.44,Ideal,G,VVS1,61.8,55.0,1294.0,4.91,4.86,3.02 +34447,0.31,Ideal,E,VVS2,62.0,54.0,864.0,4.33,4.35,2.69 +28973,0.25,Good,F,VS1,63.6,57.0,435.0,4.01,4.04,2.56 +10140,1.04,Premium,D,SI2,61.0,59.0,4724.0,6.51,6.54,3.98 +51911,0.81,Ideal,H,SI1,62.1,54.0,2435.0,6.0,6.02,3.73 +42614,0.32,Premium,I,VS1,61.3,58.0,505.0,4.35,4.39,2.68 +31054,0.34,Ideal,H,VVS1,61.1,56.0,751.0,4.51,4.56,2.77 +48934,0.57,Ideal,D,VS1,61.1,57.0,2043.0,5.33,5.37,3.27 +39706,0.5,Very Good,H,SI1,63.5,56.0,1089.0,5.01,5.04,3.19 +14888,1.01,Very Good,G,VS1,63.1,57.0,5995.0,6.38,6.33,4.01 +21744,1.59,Ideal,I,SI1,60.2,57.0,9813.0,7.56,7.72,4.6 +33059,0.3,Ideal,F,VVS1,62.0,58.0,814.0,4.26,4.29,2.65 +28867,0.37,Very Good,H,SI1,63.2,57.0,684.0,4.58,4.54,2.88 +29951,0.33,Premium,I,SI1,61.3,59.0,445.0,4.46,4.51,2.75 +8493,0.9,Ideal,E,VS2,62.1,57.0,4419.0,6.15,6.18,3.83 +46534,0.51,Ideal,G,VS1,62.5,57.0,1781.0,5.14,5.07,3.19 +23698,2.06,Very Good,J,SI1,62.0,57.0,11764.0,8.11,8.17,5.05 +17352,1.11,Premium,D,SI1,62.0,58.0,6962.0,6.68,6.64,4.13 +20214,1.01,Good,F,VVS2,60.3,62.0,8647.0,6.47,6.54,3.92 +24209,1.63,Premium,F,SI1,59.7,62.0,12394.0,7.73,7.65,4.59 +22638,2.0,Ideal,F,I1,60.3,56.0,10685.0,8.27,8.16,4.94 +48039,0.68,Good,F,SI1,61.2,61.0,1924.0,5.59,5.63,3.43 +14520,1.01,Premium,G,VS2,61.9,59.0,5864.0,6.38,6.34,3.94 +24597,2.28,Very Good,H,SI2,63.3,54.0,12907.0,8.36,8.29,5.27 +37706,0.37,Very Good,F,IF,60.4,57.0,995.0,4.65,4.68,2.81 +36905,0.4,Fair,G,SI1,59.9,67.0,960.0,4.81,4.77,2.87 +42883,0.39,Ideal,G,VVS1,60.7,56.0,1359.0,4.73,4.77,2.88 +21638,1.63,Premium,G,SI2,62.5,57.0,9730.0,7.57,7.54,4.72 +42257,0.56,Fair,H,VS2,52.7,70.0,1293.0,5.71,5.57,2.97 +39061,0.7,Fair,H,I1,66.5,57.0,1058.0,5.51,5.4,3.64 +16497,2.01,Very Good,H,I1,58.1,63.0,6592.0,8.3,8.19,4.79 +46002,0.64,Very Good,F,SI1,61.2,58.0,1725.0,5.54,5.6,3.41 +46194,0.62,Ideal,E,SI1,61.5,57.0,1749.0,5.44,5.49,3.36 +50408,0.7,Very Good,E,SI2,62.0,60.0,2257.0,5.67,5.72,3.53 +8724,0.31,Premium,H,VS2,58.9,61.0,586.0,4.46,4.43,2.62 +32027,0.43,Ideal,H,VS2,62.3,54.0,778.0,4.85,4.88,3.03 +3423,1.02,Ideal,G,I1,61.5,56.0,3382.0,6.49,6.46,3.98 +8405,1.03,Ideal,I,SI1,63.3,57.0,4401.0,6.37,6.46,4.06 +25963,2.01,Good,I,VS2,63.8,58.0,15147.0,7.82,7.89,5.01 +39828,0.39,Premium,E,VS1,59.6,60.0,1097.0,4.75,4.72,2.82 +13305,1.11,Ideal,H,SI2,61.2,56.0,5496.0,6.7,6.69,4.1 +40710,0.43,Premium,D,VVS2,59.5,59.0,1159.0,4.95,4.97,2.95 +44144,0.51,Ideal,F,VS2,61.3,56.0,1562.0,5.17,5.14,3.16 +1291,0.7,Ideal,E,VS2,61.9,58.0,2952.0,5.7,5.73,3.54 +30699,0.42,Very Good,G,SI1,62.5,56.0,737.0,4.8,4.83,3.01 +19051,1.59,Very Good,I,SI2,61.6,57.0,7835.0,7.51,7.56,4.64 +3529,0.92,Fair,E,SI1,65.6,57.0,3407.0,6.1,6.07,3.99 +41925,0.4,Ideal,F,VVS1,62.5,57.0,1263.0,4.72,4.75,2.96 +26879,2.01,Very Good,I,VS1,64.4,56.0,16811.0,7.84,7.9,5.07 +53047,0.71,Ideal,I,VVS1,61.4,56.0,2606.0,5.73,5.76,3.53 +9431,1.02,Ideal,E,SI1,61.1,56.0,4591.0,6.45,6.51,3.96 +23687,2.06,Good,J,SI1,64.1,56.0,11746.0,7.97,8.09,5.15 +8174,1.02,Ideal,G,SI2,62.6,58.0,4363.0,6.42,6.4,4.01 +30883,0.33,Premium,E,SI1,62.2,59.0,743.0,4.43,4.41,2.75 +24795,1.71,Very Good,H,SI1,60.8,56.0,13169.0,7.77,7.73,4.71 +43125,0.51,Very Good,E,SI1,62.1,60.0,1386.0,5.08,5.03,3.14 +53032,1.01,Premium,J,I1,60.7,59.0,2602.0,6.42,6.39,3.89 +20923,1.05,Ideal,F,VVS2,61.5,57.0,9138.0,6.51,6.57,4.02 +9135,1.1,Very Good,I,SI1,62.0,59.0,4537.0,6.54,6.59,4.07 +50613,0.26,Very Good,H,VS1,62.0,56.0,399.0,4.08,4.11,2.54 +35935,0.37,Ideal,F,VVS2,61.6,57.0,920.0,4.59,4.63,2.84 +47796,0.58,Ideal,G,VS1,60.6,56.0,1899.0,5.43,5.48,3.3 +20029,0.3,Very Good,H,SI1,61.2,62.0,421.0,4.28,4.31,2.63 +30964,0.36,Ideal,G,VS1,61.1,55.0,746.0,4.63,4.66,2.84 +40020,0.59,Very Good,I,SI1,62.8,59.0,1109.0,5.34,5.36,3.36 +20021,0.3,Good,E,SI2,63.5,55.0,421.0,4.27,4.3,2.72 +42381,0.71,Premium,J,SI2,61.8,54.0,1305.0,5.74,5.7,3.53 +36170,0.32,Ideal,F,IF,61.7,55.0,929.0,4.4,4.42,2.72 +29820,0.3,Premium,D,SI1,62.3,59.0,709.0,4.25,4.22,2.64 +2619,0.68,Good,G,VVS1,61.9,55.0,3225.0,5.63,5.68,3.5 +35453,0.32,Ideal,E,VS2,62.7,55.0,900.0,4.38,4.36,2.74 +44650,0.28,Very Good,G,VVS2,62.5,53.0,522.0,4.18,4.21,2.62 +19887,1.03,Very Good,D,VS1,60.5,60.0,8437.0,6.52,6.57,3.96 +13375,0.24,Ideal,F,VS2,61.2,57.0,419.0,4.04,4.06,2.48 +1801,0.81,Ideal,F,SI2,62.3,54.0,3053.0,5.94,5.98,3.72 +27951,0.3,Very Good,G,SI1,61.0,58.0,432.0,4.3,4.32,2.63 +22464,1.1,Ideal,F,VVS2,61.2,56.0,10487.0,6.66,6.74,4.1 +34045,0.37,Ideal,G,VS2,61.6,55.0,851.0,4.63,4.65,2.86 +25275,1.9,Premium,G,SI2,63.0,58.0,13919.0,7.93,7.86,4.97 +27230,1.71,Ideal,G,VS1,62.2,55.0,17595.0,7.72,7.65,4.78 +33737,0.33,Ideal,D,VS1,61.0,56.0,839.0,4.45,4.47,2.72 +49094,0.62,Ideal,D,SI1,62.2,55.0,2062.0,5.51,5.45,3.41 +1797,0.7,Very Good,D,VS2,62.6,58.0,3053.0,5.67,5.7,3.56 +5478,1.12,Premium,G,SI2,61.0,60.0,3838.0,6.7,6.64,4.07 +52938,0.7,Very Good,E,SI1,63.5,58.0,2592.0,5.65,5.62,3.58 +32767,0.34,Ideal,D,SI1,61.2,57.0,803.0,4.51,4.48,2.75 +9237,1.01,Very Good,H,SI1,63.0,60.0,4559.0,6.33,6.36,4.0 +758,0.72,Premium,E,SI1,62.1,58.0,2857.0,5.76,5.73,3.57 +38813,0.31,Ideal,G,VVS1,62.5,57.0,1046.0,4.36,4.31,2.71 +29858,0.3,Very Good,D,VS2,62.6,61.0,710.0,4.22,4.25,2.65 +24914,2.03,Ideal,J,SI1,62.6,55.0,13357.0,8.06,8.1,5.06 +39178,0.35,Ideal,D,VS2,60.9,57.0,1063.0,4.55,4.51,2.76 +21120,1.25,Premium,G,VS1,60.7,56.0,9282.0,7.01,6.93,4.23 +39910,0.5,Ideal,E,SI2,62.6,56.0,1104.0,5.05,5.11,3.18 +43323,0.51,Ideal,E,SI1,61.7,57.0,1402.0,5.15,5.12,3.17 +37013,0.33,Very Good,G,VVS2,60.0,63.0,965.0,4.49,4.45,2.68 +24718,0.3,Very Good,E,VS1,63.8,59.0,640.0,4.21,4.22,2.69 +1238,0.76,Premium,D,SI1,61.6,59.0,2942.0,5.84,5.82,3.59 +7084,0.85,Ideal,G,VS1,61.6,54.0,4164.0,6.08,6.12,3.76 +44953,0.5,Ideal,D,VS2,62.4,55.0,1635.0,5.1,5.13,3.19 +44723,0.54,Ideal,F,VS2,61.0,56.0,1615.0,5.27,5.32,3.23 +15528,1.01,Good,E,VS2,62.6,58.0,6221.0,6.33,6.36,3.97 +21036,0.31,Very Good,F,VS2,62.7,57.0,625.0,4.3,4.34,2.71 +11032,0.9,Very Good,E,VS2,62.1,55.0,4919.0,6.14,6.23,3.84 +34605,0.27,Very Good,D,VS1,59.9,58.0,470.0,4.17,4.24,2.52 +35835,0.32,Ideal,F,IF,61.9,55.0,915.0,4.38,4.44,2.73 +53296,0.3,Ideal,D,SI1,61.4,55.0,552.0,4.29,4.34,2.65 +17513,1.14,Good,G,VS1,63.4,58.0,7042.0,6.61,6.67,4.21 +34387,0.41,Premium,F,VS2,60.3,60.0,863.0,4.81,4.84,2.91 +30499,0.31,Ideal,D,SI1,62.4,56.0,732.0,4.35,4.33,2.71 +33332,0.41,Very Good,G,VS2,60.9,61.0,827.0,4.74,4.75,2.89 +38395,0.42,Ideal,E,VS2,61.8,57.0,1024.0,4.81,4.77,2.96 +22462,1.51,Premium,H,SI2,61.6,60.0,10485.0,7.34,7.27,4.5 +50838,0.62,Very Good,D,VS1,63.4,55.0,2310.0,5.46,5.43,3.45 +17227,1.23,Premium,G,SI1,61.2,59.0,6888.0,6.88,6.81,4.19 +16064,1.01,Premium,F,VS2,62.2,60.0,6416.0,6.37,6.4,3.97 +41059,0.53,Very Good,I,VS2,60.3,60.1,1190.0,5.22,5.25,3.16 +19602,1.4,Premium,H,SI1,62.4,57.0,8223.0,7.19,7.11,4.46 +35328,0.38,Ideal,H,VVS2,62.1,54.0,898.0,4.62,4.66,2.88 +52551,0.81,Good,H,SI1,63.0,58.0,2534.0,5.79,5.87,3.67 +23261,1.24,Very Good,F,VVS2,63.6,56.0,11268.0,6.75,6.8,4.31 +31926,0.3,Very Good,G,VS1,63.4,58.0,776.0,4.25,4.23,2.69 +41490,0.52,Ideal,F,SI1,61.5,57.0,1232.0,5.12,5.16,3.16 +7169,0.92,Very Good,E,SI1,63.2,58.0,4183.0,6.18,6.16,3.9 +26963,2.14,Premium,I,VS2,60.7,59.0,17038.0,8.28,8.33,5.04 +7956,1.07,Very Good,G,SI2,62.9,59.0,4321.0,6.51,6.58,4.12 +28952,0.31,Good,I,VS2,63.1,54.0,435.0,4.31,4.34,2.73 +34687,0.3,Ideal,F,IF,59.4,60.0,873.0,4.37,4.39,2.6 +19002,1.0,Premium,G,IF,61.4,59.0,7822.0,6.47,6.39,3.95 +49641,0.32,Ideal,G,SI2,62.5,57.0,540.0,4.38,4.35,2.73 +20345,1.51,Good,D,SI2,61.5,61.0,8742.0,7.37,7.42,4.55 +32863,0.38,Ideal,D,VS2,60.7,56.0,808.0,4.69,4.74,2.86 +8839,1.01,Good,F,SI1,63.3,58.0,4479.0,6.31,6.4,4.02 +18665,1.34,Premium,H,VS2,62.3,60.0,7630.0,7.05,7.02,4.38 +51421,0.75,Very Good,F,SI1,63.5,56.0,2372.0,5.75,5.71,3.64 +15079,1.07,Ideal,E,SI2,62.5,57.0,6060.0,6.56,6.5,4.08 +49873,0.71,Ideal,H,VS1,61.6,57.0,2175.0,5.74,5.79,3.55 +44319,0.31,Premium,I,VS2,59.3,59.0,521.0,4.42,4.38,2.61 +2163,0.74,Ideal,G,SI1,61.9,55.0,3130.0,5.8,5.83,3.6 +38316,0.41,Very Good,E,VVS2,63.8,58.0,1019.0,4.67,4.7,2.99 +4494,1.0,Ideal,I,SI2,58.8,55.0,3629.0,6.53,6.46,3.82 +6896,0.9,Ideal,H,VS2,61.9,55.0,4133.0,6.22,6.19,3.84 +6314,0.91,Premium,F,SI1,61.0,59.0,4026.0,6.23,6.19,3.79 +28155,0.3,Ideal,H,VVS1,61.4,56.0,665.0,4.32,4.35,2.66 +26996,2.01,Very Good,H,SI1,60.0,58.0,17095.0,8.16,8.25,4.92 +29200,0.33,Ideal,I,IF,61.6,55.0,694.0,4.46,4.47,2.75 +8893,0.92,Ideal,I,SI1,61.8,57.0,4488.0,6.22,6.27,3.86 +36533,0.42,Premium,G,SI1,62.2,58.0,945.0,4.75,4.73,2.95 +48388,0.59,Ideal,G,VVS2,62.2,56.0,1966.0,5.37,5.4,3.35 +33221,0.39,Very Good,F,VS2,58.8,59.0,821.0,4.8,4.83,2.83 +5742,0.9,Good,F,SI1,61.3,60.0,3893.0,6.13,6.18,3.77 +3880,0.9,Very Good,I,VS1,63.2,57.0,3484.0,6.1,6.05,3.84 +9031,0.27,Ideal,D,VVS2,61.5,56.0,586.0,4.15,4.18,2.56 +514,0.61,Ideal,E,VVS2,61.3,54.0,2823.0,5.51,5.59,3.4 +5375,0.3,Premium,G,SI1,62.7,58.0,574.0,4.27,4.22,2.66 +1524,1.01,Fair,J,VVS2,66.0,56.0,2998.0,6.29,6.22,4.13 +23285,1.64,Ideal,I,VS1,60.5,57.0,11305.0,7.68,7.62,4.64 +28584,0.3,Ideal,G,VS2,61.4,54.0,675.0,4.36,4.31,2.66 +12278,1.2,Very Good,I,SI1,62.9,57.0,5211.0,6.73,6.78,4.25 +11030,1.23,Premium,G,SI2,62.1,58.0,4918.0,6.85,6.8,4.24 +12149,1.0,Premium,D,VS2,62.9,57.0,5174.0,6.37,6.32,3.99 +49717,0.72,Premium,I,SI1,61.5,59.0,2148.0,5.73,5.78,3.54 +24566,1.62,Ideal,F,SI1,62.5,55.0,12857.0,7.56,7.52,4.71 +22616,1.78,Premium,H,SI2,61.0,61.0,10666.0,7.88,7.82,4.79 +20802,1.5,Very Good,I,VS1,62.8,58.0,9033.0,7.17,7.23,4.52 +3414,0.39,Ideal,J,SI1,61.0,56.0,568.0,4.71,4.73,2.88 +24410,1.32,Fair,F,VVS1,58.0,66.0,12648.0,7.31,7.28,4.23 +25957,1.53,Ideal,G,VVS2,61.2,57.0,15137.0,7.4,7.44,4.53 +16,0.32,Premium,E,I1,60.9,58.0,345.0,4.38,4.42,2.68 +21923,1.06,Very Good,E,VVS2,61.8,58.0,9997.0,6.52,6.56,4.04 +37504,0.43,Good,F,SI1,63.7,57.0,984.0,4.79,4.73,3.04 +17304,1.09,Ideal,G,VS1,62.4,57.0,6934.0,6.55,6.63,4.11 +12741,1.13,Premium,E,SI2,60.4,59.0,5316.0,6.75,6.7,4.06 +791,0.66,Premium,D,VS1,61.0,58.0,2861.0,5.67,5.57,3.43 +34221,0.4,Ideal,H,SI1,62.0,56.0,855.0,4.74,4.68,2.92 +16781,1.21,Very Good,H,VS2,62.8,57.0,6684.0,6.77,6.82,4.27 +19498,1.21,Ideal,H,VVS2,61.3,57.0,8131.0,6.92,6.87,4.23 +52275,0.7,Ideal,I,VVS1,61.8,56.0,2492.0,5.72,5.74,3.54 +17373,0.32,Good,D,SI2,63.9,58.0,612.0,4.33,4.31,2.76 +1055,0.25,Good,F,VS1,63.6,57.0,558.0,4.04,4.01,2.56 +21006,1.51,Very Good,H,SI1,61.7,61.0,9218.0,7.3,7.35,4.52 +15503,1.2,Good,F,VS1,64.0,56.0,6209.0,6.63,6.58,4.23 +30149,0.32,Premium,E,SI1,62.3,58.0,720.0,4.4,4.37,2.73 +47872,0.52,Ideal,G,VVS2,61.7,56.0,1911.0,5.14,5.16,3.18 +40488,0.4,Very Good,E,VVS1,63.8,56.0,1142.0,4.68,4.72,3.0 +15915,1.06,Ideal,F,SI1,61.7,55.0,6363.0,6.58,6.56,4.06 +47977,0.29,Ideal,G,VS1,61.9,55.0,532.0,4.25,4.28,2.64 +27174,1.55,Ideal,D,VS2,62.5,55.0,17441.0,7.38,7.43,4.63 +23026,0.3,Very Good,G,VVS2,60.3,57.0,631.0,4.35,4.36,2.63 +37370,0.4,Ideal,G,VVS2,62.4,56.0,982.0,4.72,4.74,2.95 +37104,0.38,Ideal,G,SI1,62.1,54.0,969.0,4.67,4.64,2.9 +375,0.81,Premium,D,SI2,59.2,57.0,2809.0,6.15,6.05,3.61 +10222,1.31,Premium,F,SI2,62.7,61.0,4743.0,7.03,6.86,4.36 +952,0.5,Ideal,E,VVS2,62.2,54.0,2889.0,5.09,5.11,3.17 +49507,0.71,Good,E,SI2,58.8,63.0,2120.0,5.75,5.88,3.42 +26184,2.01,Premium,I,SI1,60.9,60.0,15528.0,8.1,8.06,4.92 +33674,0.3,Very Good,E,VVS2,60.0,55.0,837.0,4.36,4.41,2.63 +47272,0.52,Ideal,E,VS1,61.8,55.0,1844.0,5.17,5.22,3.21 +19192,1.65,Very Good,J,SI1,61.5,58.0,7943.0,7.49,7.62,4.65 +48381,0.75,Good,J,SI1,61.0,59.0,1965.0,5.79,5.85,3.55 +19297,1.22,Ideal,H,VVS2,61.8,57.0,8014.0,6.85,6.89,4.25 +6231,1.01,Fair,G,SI1,64.2,59.0,4004.0,6.31,6.28,4.04 +37281,0.23,Ideal,H,VVS1,61.1,55.0,484.0,3.98,4.01,2.44 +33752,0.31,Ideal,F,VVS1,62.0,54.0,840.0,4.36,4.38,2.71 +1962,0.77,Ideal,H,SI1,61.3,56.0,3089.0,5.87,5.91,3.61 +31844,0.41,Ideal,J,VVS1,62.0,57.0,775.0,4.73,4.79,2.95 +9877,1.01,Ideal,H,SI1,61.4,60.0,4680.0,6.48,6.45,3.97 +50832,0.61,Ideal,G,VS1,62.6,55.0,2309.0,5.46,5.43,3.41 +21756,1.51,Very Good,H,VS2,62.3,61.0,9821.0,7.27,7.3,4.54 +36667,0.36,Ideal,G,VS1,61.4,56.0,949.0,4.55,4.6,2.81 +50960,0.51,Premium,E,VVS1,61.4,60.0,2323.0,5.11,5.05,3.12 +15761,1.02,Very Good,G,VS1,62.6,58.0,6301.0,6.36,6.46,4.01 +32447,0.43,Very Good,F,SI1,62.5,56.0,792.0,4.82,4.85,3.02 +33815,0.4,Ideal,I,VVS1,60.5,57.0,842.0,4.76,4.79,2.89 +26266,2.01,Ideal,I,VS2,64.8,55.0,15729.0,7.91,7.87,5.12 +18272,1.01,Ideal,E,VS2,61.5,57.0,7421.0,6.48,6.44,3.97 +22894,1.14,Ideal,G,VVS1,61.1,58.0,10933.0,6.74,6.77,4.13 +25223,1.27,Ideal,F,VVS2,61.0,57.0,13823.0,6.98,7.02,4.27 +39295,0.3,Ideal,H,VS2,62.6,55.0,491.0,4.28,4.31,2.69 +8858,1.0,Premium,G,SI2,62.2,59.0,4480.0,6.39,6.35,3.96 +25858,1.41,Very Good,G,VVS1,61.2,55.0,14936.0,7.22,7.25,4.43 +40373,0.42,Very Good,F,VVS2,61.6,59.0,1131.0,4.83,4.84,2.98 +25298,1.25,Very Good,F,IF,60.3,58.0,13953.0,6.96,7.03,4.22 +45612,0.51,Ideal,G,VS1,61.9,56.0,1691.0,5.12,5.16,3.18 +25977,2.09,Ideal,J,VS1,61.2,59.0,15172.0,8.31,8.22,5.06 +14771,1.17,Ideal,F,SI1,62.2,56.0,5944.0,6.73,6.71,4.18 +43497,0.54,Premium,E,SI1,61.4,60.0,1422.0,5.21,5.25,3.21 +36910,0.42,Ideal,I,IF,61.7,55.0,961.0,4.83,4.86,2.99 +32684,0.31,Premium,G,VS1,62.4,58.0,802.0,4.34,4.31,2.7 +5735,0.92,Good,D,SI2,63.3,59.0,3891.0,6.12,6.18,3.89 +52549,0.81,Premium,H,SI2,62.2,56.0,2534.0,5.98,5.92,3.7 +24619,1.51,Ideal,G,VS2,62.2,57.0,12947.0,7.28,7.36,4.55 +53817,0.71,Premium,E,VS2,62.1,59.0,2735.0,5.72,5.68,3.54 +6500,0.9,Premium,E,VS2,62.3,55.0,4062.0,6.18,6.14,3.84 +31905,0.3,Premium,G,VS1,62.2,59.0,776.0,4.31,4.28,2.67 +8168,0.8,Ideal,F,VS1,62.2,56.0,4362.0,5.93,5.96,3.7 +9099,1.01,Very Good,I,SI1,63.2,54.0,4525.0,6.41,6.35,4.03 +37410,0.38,Ideal,I,VVS2,62.6,54.0,983.0,4.65,4.62,2.9 +41495,0.8,Fair,E,I1,65.5,54.0,1232.0,5.84,5.68,3.78 +26562,2.01,Premium,G,SI1,62.3,61.0,16242.0,7.96,7.89,5.02 +20950,1.61,Premium,H,SI2,60.3,60.0,9167.0,7.66,7.57,4.59 +5824,0.94,Ideal,E,SI2,61.1,55.0,3915.0,6.29,6.34,3.86 +38278,0.21,Premium,D,VS2,60.6,60.0,386.0,3.85,3.81,2.32 +660,1.27,Premium,H,SI2,59.3,61.0,2845.0,7.12,7.05,4.2 +39132,0.41,Premium,G,VS2,60.9,61.0,1061.0,4.75,4.74,2.89 +5391,0.3,Premium,G,SI1,61.0,57.0,574.0,4.34,4.31,2.64 +46513,0.63,Ideal,D,SI1,61.1,56.0,1779.0,5.52,5.58,3.39 +21700,0.34,Ideal,D,SI1,60.6,56.0,626.0,4.51,4.54,2.74 +46170,0.5,Premium,E,VS2,62.7,54.0,1746.0,5.1,5.07,3.19 +49800,0.78,Very Good,J,SI1,58.0,61.0,2164.0,6.07,6.13,3.54 +14874,1.2,Premium,F,SI2,62.8,57.0,5988.0,6.78,6.73,4.24 +6265,0.91,Very Good,H,VS2,63.5,57.0,4012.0,6.12,6.16,3.9 +6511,1.12,Premium,J,SI1,62.3,57.0,4064.0,6.72,6.61,4.15 +7304,1.05,Good,E,SI2,63.2,59.0,4204.0,6.36,6.43,4.04 +42965,0.51,Ideal,H,VS2,60.9,56.4,1365.0,5.15,5.18,3.15 +25263,1.5,Good,E,VS2,63.9,58.0,13899.0,7.2,7.24,4.61 +40936,0.26,Good,F,VS1,63.1,57.0,499.0,4.04,4.07,2.56 +49282,0.57,Ideal,D,VS1,61.7,56.0,2091.0,5.31,5.33,3.28 +35500,0.41,Premium,E,SI1,61.2,59.0,904.0,4.82,4.78,2.94 +46113,0.53,Ideal,H,VVS1,62.4,54.0,1743.0,5.18,5.2,3.24 +47938,0.56,Ideal,E,VS2,61.5,57.0,1915.0,5.3,5.27,3.25 +4416,0.96,Good,H,SI2,56.7,62.0,3611.0,6.51,6.39,3.66 +36601,0.32,Ideal,G,SI1,61.3,56.0,477.0,4.39,4.42,2.7 +18207,1.53,Premium,I,SI2,62.7,62.0,7389.0,7.41,7.23,4.59 +21204,1.23,Very Good,F,VS1,60.6,58.0,9346.0,6.88,6.95,4.19 +26575,1.74,Very Good,D,SI1,61.9,58.0,16286.0,7.74,7.79,4.81 +22807,1.53,Premium,G,SI1,58.4,59.0,10830.0,7.58,7.52,4.41 +38956,0.31,Good,H,VS2,63.5,57.0,489.0,4.32,4.34,2.75 +45806,0.5,Very Good,F,VS1,62.3,55.0,1710.0,5.06,5.09,3.16 +39377,0.52,Ideal,I,SI1,61.8,55.0,1074.0,5.16,5.19,3.2 +24792,1.51,Ideal,G,VS2,62.2,59.0,13163.0,7.28,7.34,4.55 +14756,1.01,Premium,D,SI1,62.3,60.0,5939.0,6.4,6.35,3.97 +5527,1.01,Good,G,SI2,63.4,57.0,3852.0,6.32,6.37,4.02 +17885,1.11,Ideal,E,SI1,62.1,55.0,7218.0,6.66,6.68,4.14 +24353,2.01,Very Good,H,SI2,63.4,58.0,12617.0,8.01,7.94,5.06 +6300,0.9,Good,G,VS2,63.6,59.0,4022.0,6.1,6.04,3.86 +31628,0.3,Ideal,H,SI1,62.2,57.0,450.0,4.26,4.29,2.66 +33012,0.3,Very Good,E,VVS2,60.7,55.0,814.0,4.35,4.36,2.65 +28906,0.3,Ideal,G,VVS2,60.9,57.0,684.0,4.32,4.35,2.64 +44881,0.5,Premium,G,VS1,60.7,62.0,1629.0,5.1,5.08,3.09 +23322,1.03,Ideal,F,IF,61.3,56.0,11365.0,6.53,6.55,4.01 +30663,0.4,Premium,F,SI1,62.5,59.0,737.0,4.67,4.71,2.93 +38658,0.42,Ideal,D,SI1,62.4,57.0,1040.0,4.84,4.77,3.0 +14078,1.01,Very Good,I,SI1,60.1,59.0,5712.0,6.44,6.47,3.88 +47085,0.62,Premium,G,VS2,62.2,55.0,1823.0,5.51,5.46,3.41 +53791,0.54,Ideal,F,IF,62.2,54.0,2729.0,5.24,5.27,3.27 +9411,1.01,Very Good,J,VS1,59.5,59.0,4588.0,6.54,6.6,3.91 +41864,0.4,Ideal,G,IF,61.1,56.0,1257.0,4.76,4.79,2.92 +36007,0.31,Ideal,F,IF,62.3,54.0,921.0,4.33,4.34,2.7 +15703,0.31,Good,F,VS1,63.9,55.0,607.0,4.27,4.3,2.74 +24983,2.01,Very Good,I,SI2,60.9,60.0,13488.0,8.0,8.15,4.92 +162,0.72,Very Good,H,VVS2,60.3,56.0,2771.0,5.81,5.83,3.51 +4775,0.77,Very Good,F,VS2,62.6,55.0,3692.0,5.85,5.88,3.67 +25114,2.32,Good,J,SI1,60.3,61.0,13654.0,8.56,8.52,5.15 +17408,1.2,Very Good,F,SI1,62.7,58.0,6973.0,6.74,6.72,4.22 +11180,1.0,Premium,E,SI1,61.9,62.0,4953.0,6.4,6.34,3.94 +2930,0.9,Good,H,SI1,64.2,59.0,3290.0,6.05,6.01,3.87 +14058,0.3,Very Good,F,VS2,62.7,58.0,605.0,4.25,4.3,2.68 +16473,1.34,Premium,G,SI2,62.2,56.0,6581.0,7.08,7.0,4.38 +23984,1.51,Very Good,F,SI1,62.6,57.0,12141.0,7.25,7.31,4.56 +218,0.78,Ideal,H,SI1,61.2,56.0,2781.0,5.92,5.99,3.64 +50092,0.57,Ideal,G,VVS2,60.7,55.0,2206.0,5.36,5.34,3.25 +43436,0.5,Ideal,D,SI1,61.4,58.0,1415.0,5.07,5.1,3.12 +16638,2.25,Fair,H,I1,67.7,58.0,6653.0,8.01,7.97,5.41 +18519,1.36,Good,G,SI1,64.3,59.0,7549.0,6.93,6.85,4.43 +36964,0.41,Premium,G,VS1,62.1,60.0,961.0,4.78,4.72,2.95 +12136,1.01,Very Good,H,SI1,63.0,57.0,5172.0,6.34,6.36,4.0 +23189,1.06,Ideal,F,IF,61.0,57.0,11195.0,6.64,6.55,4.02 +38147,0.3,Very Good,G,VVS1,63.5,57.0,1013.0,4.27,4.23,2.7 +44547,0.56,Ideal,I,VVS1,60.8,57.0,1605.0,5.31,5.34,3.24 +4963,0.9,Very Good,G,SI1,62.0,61.0,3734.0,6.07,6.13,3.78 +45947,0.56,Premium,D,SI1,61.9,58.0,1723.0,5.27,5.33,3.28 +14025,1.02,Ideal,E,SI1,61.9,55.0,5702.0,6.46,6.49,4.01 +27575,2.01,Very Good,G,SI1,62.1,60.0,18398.0,7.94,8.03,4.96 +50189,0.55,Ideal,D,VS2,60.6,56.0,2224.0,5.3,5.36,3.23 +23912,1.7,Premium,I,VS1,58.0,60.0,12030.0,7.88,7.84,4.56 +38954,0.31,Good,I,VS1,63.7,55.0,489.0,4.3,4.33,2.75 +3165,0.64,Ideal,F,VVS2,61.0,56.0,3336.0,5.55,5.59,3.4 +4935,0.91,Good,D,SI1,64.0,58.0,3730.0,6.09,6.06,3.89 +24007,1.63,Ideal,I,VVS2,62.3,54.7,12174.0,7.49,7.52,4.69 +18490,1.01,Good,E,VS1,63.8,55.0,7528.0,6.32,6.41,4.06 +20003,1.51,Very Good,H,SI1,63.5,55.0,8541.0,7.31,7.22,4.61 +17973,1.01,Very Good,G,VVS2,63.2,59.0,7267.0,6.35,6.27,3.99 +1989,0.9,Premium,H,SI1,62.4,56.0,3095.0,6.13,6.05,3.8 +21594,1.5,Premium,H,SI1,58.8,59.0,9697.0,7.53,7.47,4.41 +5709,0.25,Very Good,F,VVS2,59.4,57.0,575.0,4.1,4.12,2.44 +5431,0.91,Ideal,J,VVS2,60.2,57.0,3826.0,6.31,6.34,3.81 +48644,0.31,Ideal,I,SI1,62.2,56.0,537.0,4.37,4.34,2.71 +32144,0.32,Ideal,F,VVS2,62.1,54.0,786.0,4.41,4.44,2.75 +30002,0.43,Ideal,H,SI1,62.4,56.0,716.0,4.81,4.83,3.01 +37007,0.33,Premium,H,VVS1,61.4,59.0,965.0,4.44,4.42,2.72 +24757,1.54,Ideal,G,VS2,62.0,55.6,13110.0,7.35,7.44,4.59 +50998,0.31,Very Good,I,VVS2,62.2,57.0,544.0,4.34,4.37,2.71 +48044,0.55,Ideal,D,VS2,61.6,56.0,1925.0,5.25,5.3,3.25 +46383,0.54,Ideal,D,VS2,60.9,56.0,1763.0,5.3,5.27,3.22 +3376,0.24,Ideal,F,VS2,61.8,57.0,408.0,3.97,3.99,2.46 +53063,0.72,Ideal,E,SI1,62.1,57.0,2608.0,5.71,5.75,3.56 +1562,0.72,Ideal,F,SI1,62.3,56.0,3004.0,5.77,5.79,3.6 +8368,0.9,Very Good,F,VS2,63.4,58.0,4400.0,6.07,6.11,3.86 +33287,0.31,Good,D,SI2,63.6,54.0,462.0,4.31,4.34,2.75 +27062,1.5,Ideal,G,VVS2,61.3,56.0,17176.0,7.39,7.43,4.55 +51131,0.58,Ideal,F,VVS2,62.0,55.0,2340.0,5.32,5.4,3.31 +8323,1.13,Very Good,J,SI1,62.9,57.7,4391.0,6.6,6.64,4.16 +28328,0.33,Ideal,F,VS2,61.4,57.0,666.0,4.45,4.48,2.74 +17516,1.04,Ideal,G,VS2,61.3,57.0,7044.0,6.53,6.56,4.01 +21622,1.01,Premium,E,VVS2,62.4,58.0,9711.0,6.42,6.36,3.99 +29168,0.4,Very Good,E,VS2,63.0,59.0,693.0,4.66,4.68,2.94 +28361,0.4,Ideal,I,VS2,62.4,54.0,667.0,4.73,4.76,2.96 +31058,0.24,Ideal,E,VVS1,60.9,56.0,752.0,4.01,4.04,2.45 +24580,1.72,Premium,H,SI1,61.4,59.0,12880.0,7.64,7.71,4.71 +45142,0.46,Ideal,G,IF,62.1,56.0,1654.0,4.93,4.96,3.07 +44048,0.51,Very Good,E,VS2,64.1,57.0,1549.0,5.02,5.06,3.23 +23811,1.22,Ideal,F,VVS2,62.2,54.0,11870.0,6.83,6.87,4.26 +51594,0.7,Very Good,I,VVS2,62.4,61.0,2394.0,5.6,5.75,3.54 +8474,1.01,Ideal,F,SI2,62.5,55.0,4416.0,6.39,6.4,4.0 +26130,2.75,Premium,H,SI2,60.5,61.0,15415.0,8.99,8.97,5.48 +48680,0.51,Very Good,G,VVS1,60.1,56.0,2005.0,5.16,5.35,3.16 +25121,2.05,Premium,J,VS2,62.3,60.0,13667.0,8.15,8.09,5.06 +20630,1.0,Premium,F,VVS2,60.6,54.0,8924.0,6.56,6.52,3.96 +49348,0.71,Premium,E,SI2,60.4,61.0,2096.0,5.79,5.77,3.49 +33111,0.31,Premium,E,VS1,61.9,56.0,816.0,4.37,4.32,2.69 +9605,1.02,Good,D,SI2,63.4,59.0,4633.0,6.37,6.41,4.05 +21773,1.23,Ideal,F,VS1,62.5,54.0,9836.0,6.85,6.82,4.27 +13439,1.16,Ideal,G,SI1,60.9,57.0,5519.0,6.79,6.75,4.12 +6273,1.12,Premium,H,SI2,62.1,56.0,4014.0,6.7,6.65,4.14 +2237,0.92,Very Good,J,VS2,60.9,62.0,3146.0,6.26,6.31,3.83 +6464,0.8,Ideal,E,SI1,61.1,56.0,4053.0,5.98,6.01,3.66 +44806,0.5,Very Good,E,VS2,61.3,59.0,1624.0,5.05,5.1,3.11 +48104,0.5,Ideal,G,VVS2,61.4,57.0,1935.0,5.13,5.1,3.14 +21992,1.0,Ideal,F,VVS1,62.3,53.0,10058.0,6.37,6.43,3.99 +28742,0.31,Premium,E,VS2,60.0,59.0,680.0,4.35,4.39,2.62 +25406,2.06,Ideal,I,SI2,62.4,55.0,14120.0,8.1,8.14,5.07 +5529,1.01,Good,J,SI1,58.8,57.0,3853.0,6.57,6.63,3.88 +6927,1.01,Good,G,SI1,64.2,56.0,4138.0,6.38,6.26,4.05 +34396,0.34,Ideal,G,VVS1,61.7,56.0,863.0,4.5,4.55,2.79 +7915,0.9,Very Good,E,SI1,63.0,56.0,4315.0,6.11,6.15,3.86 +29807,0.3,Premium,D,SI1,62.0,60.0,709.0,4.29,4.26,2.65 +32860,0.31,Very Good,F,VVS1,61.3,56.0,808.0,4.35,4.37,2.67 +38427,0.41,Ideal,F,VVS2,61.4,55.7,1026.0,4.76,4.79,2.94 +5633,1.0,Good,H,SI2,63.9,55.0,3878.0,6.25,6.33,4.02 +20711,0.31,Premium,G,VS1,61.8,59.0,625.0,4.32,4.35,2.68 +36524,0.4,Good,H,VS2,59.4,64.0,945.0,4.82,4.75,2.84 +44126,0.5,Premium,E,VS2,62.6,58.0,1559.0,5.07,5.12,3.19 +17225,1.22,Ideal,I,VS1,62.6,57.0,6887.0,6.8,6.76,4.24 +32324,0.3,Very Good,G,VVS1,62.4,57.0,789.0,4.27,4.29,2.67 +42450,0.51,Ideal,I,VVS2,62.5,54.3,1316.0,5.09,5.12,3.19 +23407,1.21,Premium,E,VVS2,61.9,58.0,11395.0,6.84,6.79,4.22 +36940,0.24,Very Good,D,VVS1,59.2,59.0,478.0,4.04,4.1,2.41 +39701,0.4,Premium,H,VVS1,61.8,58.0,1088.0,4.72,4.69,2.91 +40444,0.7,Premium,G,I1,61.6,56.0,1138.0,5.8,5.63,3.52 +43693,0.5,Very Good,D,SI1,60.8,58.0,1436.0,5.07,5.13,3.1 +29773,0.3,Premium,I,VVS1,61.1,59.0,709.0,4.33,4.31,2.64 +4267,1.04,Good,F,SI2,64.0,60.0,3581.0,6.38,6.33,4.07 +38388,0.42,Ideal,E,VS2,62.4,55.0,1024.0,4.8,4.79,2.99 +53824,0.77,Ideal,I,VS1,60.9,57.0,2736.0,5.92,5.94,3.61 +52530,0.76,Very Good,E,SI2,62.0,54.0,2530.0,5.84,5.91,3.64 +3395,0.27,Very Good,F,IF,59.4,61.0,567.0,4.23,4.26,2.52 +100,0.8,Premium,H,SI1,61.5,58.0,2760.0,5.97,5.93,3.66 +34873,0.3,Good,G,VVS2,63.8,57.0,878.0,4.26,4.24,2.71 +8955,0.9,Premium,E,VS2,62.2,59.0,4500.0,6.18,6.13,3.83 +35583,0.35,Premium,F,VS2,61.9,58.0,906.0,4.54,4.48,2.79 +29850,0.3,Ideal,D,VS2,61.4,54.0,710.0,4.33,4.34,2.66 +48743,0.57,Good,D,VS2,58.3,61.0,2015.0,5.42,5.45,3.17 +29381,0.31,Very Good,E,SI1,63.5,55.0,698.0,4.35,4.31,2.75 +45854,0.55,Good,E,VS2,60.3,61.0,1715.0,5.31,5.37,3.22 +49582,0.55,Ideal,H,IF,61.7,55.0,2133.0,5.27,5.29,3.26 +51873,0.67,Good,E,VS1,60.4,65.0,2427.0,5.67,5.65,3.42 +5991,0.91,Ideal,I,VS1,62.4,57.0,3954.0,6.17,6.21,3.86 +48806,0.5,Ideal,F,VVS2,62.0,53.6,2025.0,5.09,5.13,3.18 +52715,0.59,Very Good,F,IF,62.8,56.0,2554.0,5.31,5.36,3.35 +31601,0.2,Premium,D,VS2,62.3,60.0,367.0,3.73,3.68,2.31 +4632,0.7,Very Good,D,VS2,60.6,60.0,3668.0,5.71,5.75,3.47 +53616,0.3,Ideal,I,VVS1,62.4,56.0,552.0,4.3,4.32,2.69 +14103,1.0,Very Good,E,VS2,62.8,63.0,5720.0,6.28,6.33,3.96 +664,1.01,Fair,H,SI2,65.4,59.0,2846.0,6.3,6.26,4.11 +49449,0.51,Ideal,G,VVS1,61.0,57.0,2111.0,5.17,5.16,3.15 +26699,0.29,Premium,I,VS2,62.4,58.0,429.0,4.23,4.2,2.63 +25812,1.51,Premium,F,VS2,61.6,58.0,14817.0,7.35,7.32,4.52 +52265,0.57,Ideal,E,VS2,61.5,57.0,2491.0,5.35,5.32,3.28 +13560,1.12,Ideal,G,SI1,62.0,55.0,5551.0,6.68,6.65,4.13 +12358,1.24,Very Good,J,SI1,60.0,59.0,5231.0,6.99,7.04,4.21 +24546,2.26,Ideal,G,SI2,61.9,57.0,12831.0,8.44,8.36,5.2 +50691,0.53,Premium,F,VS2,60.6,58.0,2290.0,5.26,5.2,3.17 +1980,0.7,Ideal,D,VS2,62.3,55.0,3092.0,5.67,5.7,3.54 +28691,0.39,Very Good,I,VS2,60.1,57.0,679.0,4.74,4.77,2.86 +1929,0.72,Very Good,F,VS1,63.2,57.0,3083.0,5.69,5.73,3.61 +49650,0.3,Premium,H,SI1,62.6,58.0,540.0,4.28,4.22,2.66 +26680,0.28,Very Good,G,VS2,62.0,56.0,427.0,4.16,4.19,2.59 +37669,0.42,Premium,E,SI1,62.3,58.0,992.0,4.81,4.76,2.98 +46601,0.54,Ideal,D,SI1,60.7,56.0,1786.0,5.3,5.27,3.21 +2578,0.76,Ideal,G,SI1,61.2,57.0,3212.0,5.85,5.9,3.59 +23975,1.21,Ideal,E,VS1,61.7,56.0,12111.0,6.82,6.85,4.22 +18084,1.5,Good,J,VS2,63.6,58.0,7308.0,7.23,7.2,4.59 +37052,0.4,Very Good,H,VVS1,63.9,57.0,968.0,4.62,4.68,2.97 +19421,1.12,Ideal,F,VS2,62.6,56.0,8074.0,6.59,6.63,4.14 +14915,0.8,Ideal,D,VVS2,61.9,56.0,6004.0,5.91,5.95,3.67 +40557,0.41,Ideal,D,VS1,61.8,57.0,1151.0,4.75,4.8,2.95 +29054,0.4,Good,E,SI1,63.2,58.0,687.0,4.66,4.7,2.96 +87,0.24,Premium,H,VVS1,61.2,58.0,554.0,4.01,3.96,2.44 +37482,0.35,Premium,E,VS2,60.9,59.0,984.0,4.56,4.54,2.77 +35445,0.32,Ideal,E,VS2,62.3,54.0,900.0,4.4,4.37,2.73 +32284,0.26,Very Good,E,VS1,60.7,59.0,453.0,4.09,4.12,2.49 +14137,0.91,Very Good,F,VVS2,62.6,59.0,5733.0,6.1,6.16,3.84 +19676,1.51,Ideal,G,SI1,61.6,56.0,8283.0,7.34,7.25,4.5 +43068,0.55,Premium,G,SI1,60.1,61.0,1377.0,5.32,5.29,3.19 +1802,0.78,Ideal,E,SI2,61.0,56.0,3053.0,5.92,5.98,3.63 +2011,0.66,Ideal,D,VVS2,61.6,57.0,3103.0,5.57,5.64,3.45 +23925,2.01,Ideal,J,SI1,62.1,56.0,12048.0,8.08,8.03,5.0 +24918,1.73,Premium,F,SI1,58.0,62.0,13365.0,7.95,7.91,4.6 +18779,1.02,Premium,F,VS1,60.8,59.0,7677.0,6.49,6.46,3.94 +45515,0.52,Ideal,E,SI1,61.0,57.0,1682.0,5.22,5.2,3.18 +42566,0.42,Ideal,E,VVS1,62.0,55.0,1327.0,4.81,4.83,2.99 +30851,0.33,Premium,G,VS2,59.4,61.0,743.0,4.53,4.49,2.68 +30582,0.31,Premium,D,VS2,62.0,59.0,734.0,4.32,4.36,2.69 +4629,0.91,Very Good,J,VS1,62.1,55.0,3666.0,6.16,6.24,3.85 +48756,0.7,Fair,G,SI1,64.8,59.0,2016.0,5.65,5.56,3.63 +35724,0.3,Ideal,D,VS2,61.5,55.0,911.0,4.35,4.3,2.66 +8404,1.06,Ideal,H,SI2,60.1,59.0,4401.0,6.65,6.63,3.99 +33202,0.4,Ideal,G,VS1,62.3,57.0,819.0,4.68,4.73,2.93 +11493,1.04,Premium,G,SI1,60.9,59.0,5017.0,6.57,6.53,3.99 +28716,0.23,Premium,E,VVS1,61.1,60.0,680.0,4.01,3.95,2.43 +43702,0.5,Very Good,F,VS2,62.8,56.0,1436.0,5.05,5.07,3.18 +22641,1.51,Premium,G,SI1,62.2,58.0,10688.0,7.3,7.26,4.53 +46689,0.58,Ideal,F,VS2,62.1,55.0,1790.0,5.37,5.33,3.32 +22997,1.74,Premium,J,VS1,62.5,58.0,11050.0,7.67,7.65,4.79 +17244,1.01,Premium,F,VS2,59.2,61.0,6900.0,6.59,6.55,3.89 +12264,1.26,Premium,J,SI1,61.7,58.0,5207.0,6.99,6.91,4.29 +38045,0.35,Ideal,F,VS1,62.4,57.0,1011.0,4.52,4.49,2.81 +28576,0.3,Very Good,H,VS1,63.1,57.0,675.0,4.26,4.24,2.68 +18978,1.0,Premium,D,VS1,62.7,54.0,7812.0,6.38,6.35,3.99 +2255,0.75,Premium,E,VS2,61.8,58.0,3150.0,5.85,5.83,3.61 +52111,0.91,Premium,F,SI2,60.5,59.0,2461.0,6.21,6.19,3.75 +15595,1.14,Premium,G,VS2,61.9,58.0,6256.0,6.72,6.68,4.15 +16796,1.39,Premium,I,SI1,62.1,57.0,6694.0,7.22,7.08,4.44 +4061,0.32,Good,D,SI2,64.1,54.0,571.0,4.37,4.34,2.79 +31500,0.34,Ideal,G,VS2,62.5,57.0,765.0,4.5,4.46,2.8 +13510,1.01,Very Good,D,SI1,63.1,60.0,5543.0,6.39,6.32,4.01 +9176,1.0,Very Good,D,SI2,61.6,58.0,4543.0,6.37,6.45,3.95 +50163,0.71,Very Good,I,SI1,62.6,59.0,2218.0,5.67,5.7,3.56 +1004,0.79,Ideal,G,SI1,61.1,57.0,2898.0,5.98,5.93,3.64 +21390,0.34,Ideal,D,SI1,62.7,56.0,626.0,4.45,4.48,2.8 +15310,1.1,Ideal,F,SI1,61.4,55.0,6146.0,6.65,6.68,4.09 +25111,1.5,Good,E,VS2,63.7,56.0,13653.0,7.18,7.16,4.57 +34455,0.4,Premium,F,SI2,59.6,58.0,864.0,4.85,4.81,2.88 +26793,2.38,Premium,H,SI1,58.2,60.0,16643.0,8.81,8.78,5.12 +16969,1.22,Ideal,H,SI1,61.8,57.0,6776.0,6.85,6.83,4.23 +14567,1.21,Ideal,H,VS2,62.8,55.0,5882.0,6.79,6.74,4.25 +43169,0.54,Premium,H,VS2,61.9,55.0,1389.0,5.25,5.22,3.24 +23046,1.51,Very Good,H,VS2,60.9,54.0,11077.0,7.38,7.41,4.5 +8466,1.04,Ideal,G,SI2,63.1,55.0,4414.0,6.45,6.52,4.09 +49267,0.8,Premium,J,SI1,60.0,60.0,2088.0,6.1,5.97,3.66 +46956,0.3,Very Good,H,VS1,60.4,61.0,526.0,4.27,4.31,2.59 +21549,1.09,Ideal,D,VS1,62.3,56.0,9650.0,6.63,6.59,4.12 +38814,0.31,Premium,G,VVS1,62.2,59.0,1046.0,4.32,4.3,2.68 +21494,1.19,Ideal,G,VVS2,60.7,57.0,9587.0,6.8,6.85,4.14 +39258,0.38,Premium,E,VS1,60.7,59.0,1069.0,4.73,4.69,2.86 +8771,0.8,Very Good,H,VVS1,62.9,58.0,4468.0,5.82,5.88,3.68 +46843,0.7,Fair,H,VS1,67.2,55.0,1811.0,5.48,5.54,3.7 +53510,0.7,Premium,F,VS2,62.4,59.0,2686.0,5.68,5.64,3.53 +27039,0.32,Premium,F,VS2,60.7,58.0,645.0,4.41,4.45,2.69 +12760,1.05,Premium,H,VS2,61.1,58.0,5323.0,6.57,6.53,4.0 +14660,1.52,Fair,J,SI2,65.8,57.0,5916.0,7.18,7.11,4.7 +50284,0.37,Very Good,E,SI2,61.9,55.0,541.0,4.63,4.67,2.87 +45341,0.7,Premium,F,SI2,59.5,61.0,1662.0,5.78,5.68,3.41 +37689,0.43,Ideal,D,SI1,62.5,55.0,993.0,4.83,4.8,3.01 +18588,1.4,Very Good,I,VS1,61.6,59.0,7584.0,7.17,7.22,4.43 +53336,0.62,Ideal,G,IF,62.2,54.0,2655.0,5.46,5.51,3.41 +39746,0.53,Ideal,G,SI2,62.4,56.0,1093.0,5.18,5.14,3.22 +125,0.7,Fair,F,VS2,65.3,55.0,2762.0,5.63,5.58,3.66 +38816,0.31,Premium,G,VVS1,62.6,61.0,1046.0,4.31,4.28,2.69 +38546,0.34,Ideal,D,VS2,62.9,55.0,1033.0,4.47,4.43,2.8 +30342,0.5,Fair,G,I1,65.2,56.0,727.0,4.95,4.89,3.21 +7213,1.01,Very Good,H,SI1,63.4,58.0,4191.0,6.41,6.37,4.05 +20093,1.01,Good,E,VVS2,63.9,58.0,8569.0,6.37,6.31,4.05 +34482,0.4,Very Good,F,VS2,63.6,56.0,867.0,4.66,4.68,2.97 +16321,1.09,Ideal,D,SI1,61.3,55.9,6532.0,6.61,6.65,4.06 +42496,0.51,Very Good,F,SI1,61.7,55.0,1320.0,5.14,5.16,3.18 +48639,0.31,Premium,I,SI1,62.3,58.0,537.0,4.38,4.35,2.72 +6153,0.9,Ideal,D,SI2,62.7,57.0,3990.0,6.1,6.15,3.84 +29422,0.38,Ideal,E,SI1,61.9,55.0,700.0,4.64,4.7,2.89 +38895,0.31,Ideal,E,IF,60.7,56.0,1051.0,4.36,4.4,2.66 +53151,0.7,Ideal,I,SI1,61.6,56.0,2623.0,5.69,5.71,3.51 +51319,0.31,Premium,G,VS2,61.5,59.0,544.0,4.33,4.35,2.67 +1134,0.71,Premium,F,VS1,59.1,59.0,2920.0,5.88,5.83,3.46 +3967,1.03,Ideal,F,I1,61.1,55.0,3507.0,6.54,6.51,3.99 +22319,1.31,Ideal,G,VS1,62.0,58.0,10359.0,6.97,7.02,4.34 +23579,1.44,Premium,G,VS1,61.8,57.0,11588.0,7.21,7.09,4.42 +3692,0.9,Very Good,H,SI1,58.7,59.0,3447.0,6.3,6.35,3.71 +3182,0.92,Good,F,SI2,64.2,58.0,3340.0,6.11,6.14,3.93 +21253,1.52,Ideal,E,SI2,60.1,57.0,9405.0,7.49,7.53,4.51 +2859,0.72,Ideal,H,VS1,60.7,55.0,3274.0,5.83,5.85,3.54 +48871,0.7,Fair,F,SI2,64.9,58.0,2035.0,5.46,5.59,3.59 +1198,0.71,Ideal,D,SI2,62.0,54.0,2934.0,5.77,5.74,3.57 +31653,0.35,Premium,E,VS2,60.7,60.0,767.0,4.55,4.58,2.77 +10742,1.15,Very Good,I,SI1,62.5,60.0,4851.0,6.68,6.72,4.19 +41358,0.6,Premium,H,SI1,60.1,61.0,1219.0,5.43,5.39,3.25 +53554,0.78,Very Good,I,VS1,60.9,55.0,2694.0,5.94,5.98,3.63 +29203,0.44,Very Good,J,VS1,61.9,57.0,694.0,4.83,4.9,3.01 +29162,0.33,Premium,E,SI1,59.1,59.0,693.0,4.59,4.54,2.7 +32151,0.39,Ideal,I,VVS2,62.3,54.0,787.0,4.66,4.69,2.91 +30894,0.38,Ideal,I,VVS1,60.6,58.0,744.0,4.69,4.71,2.85 +1102,0.71,Premium,G,SI2,60.8,59.0,2913.0,5.7,5.74,3.48 +52382,0.7,Very Good,F,VS2,63.0,58.0,2507.0,5.59,5.62,3.53 +26524,2.28,Premium,J,VS1,60.3,58.0,16174.0,8.58,8.53,5.16 +40335,0.4,Very Good,D,VVS2,62.0,61.0,1128.0,4.7,4.72,2.92 +15168,1.08,Very Good,G,VS2,63.2,60.0,6096.0,6.53,6.44,4.1 +39825,0.39,Premium,H,VVS2,62.1,58.0,1097.0,4.65,4.63,2.88 +48868,0.52,Very Good,F,VVS2,62.9,57.0,2035.0,5.11,5.13,3.22 +40075,0.3,Ideal,F,VVS1,62.1,55.0,1114.0,4.32,4.31,2.68 +43831,0.49,Premium,D,SI1,61.3,57.0,1444.0,5.21,5.02,3.14 +16920,1.35,Ideal,J,VS2,61.8,54.0,6754.0,7.1,7.14,4.4 +9130,0.9,Fair,F,VS2,59.5,67.0,4536.0,6.29,6.24,3.73 +37448,0.31,Ideal,D,VVS1,60.4,56.0,984.0,4.38,4.43,2.66 +44636,0.57,Very Good,G,VS2,62.8,57.0,1608.0,5.23,5.28,3.3 +6521,0.91,Very Good,H,VS1,62.7,63.0,4066.0,6.1,6.03,3.8 +11810,1.01,Premium,G,SI1,60.8,60.0,5090.0,6.47,6.39,3.91 +12474,0.77,Ideal,E,VVS1,61.6,55.0,5251.0,5.87,5.95,3.64 +45049,0.54,Good,G,VS1,59.0,62.0,1640.0,5.3,5.28,3.12 +50468,0.61,Very Good,D,VS2,61.5,57.0,2266.0,5.45,5.48,3.36 +43151,0.58,Ideal,H,SI1,61.9,59.0,1389.0,5.33,5.36,3.31 +30615,0.34,Very Good,F,SI2,61.7,61.0,447.0,4.44,4.48,2.75 +53305,0.3,Premium,D,SI1,62.5,58.0,552.0,4.27,4.31,2.68 +48948,0.98,Premium,H,I1,59.6,60.0,2046.0,6.61,6.48,3.89 +23640,1.51,Premium,F,SI1,63.0,61.0,11666.0,7.3,7.27,4.59 +20845,1.14,Ideal,F,VVS2,61.4,57.0,9070.0,6.76,6.72,4.14 +16051,1.06,Ideal,G,VS2,62.7,55.0,6411.0,6.53,6.49,4.08 +79,0.26,Very Good,D,VVS2,62.8,60.0,554.0,4.01,4.05,2.53 +19960,1.11,Ideal,H,VVS1,60.8,56.0,8508.0,6.68,6.76,4.08 +31333,0.36,Ideal,F,VS2,61.0,56.0,759.0,4.61,4.64,2.82 +35396,0.41,Ideal,G,VS1,59.8,57.0,899.0,4.81,4.86,2.89 +22469,1.6,Very Good,I,VS2,60.0,60.0,10497.0,7.55,7.59,4.54 +19593,1.51,Ideal,J,VS2,62.0,56.0,8217.0,7.3,7.34,4.54 +32638,0.25,Ideal,G,VS2,61.8,58.0,459.0,4.04,4.08,2.51 +25673,2.2,Ideal,J,SI1,61.5,57.0,14593.0,8.41,8.37,5.16 +29994,0.43,Premium,E,SI2,61.2,59.0,716.0,4.82,4.89,2.97 +18445,1.5,Premium,J,VS2,59.6,60.0,7503.0,7.38,7.31,4.38 +32527,0.35,Very Good,H,VVS1,62.6,57.0,798.0,4.45,4.47,2.79 +22242,1.61,Very Good,E,SI2,62.6,60.0,10293.0,7.39,7.49,4.66 +40487,0.5,Fair,E,SI2,65.2,57.0,1141.0,4.96,4.91,3.22 +42471,0.53,Ideal,D,SI2,61.6,55.0,1316.0,5.21,5.24,3.22 +32805,0.34,Ideal,D,VS2,62.0,54.0,805.0,4.48,4.52,2.79 +45107,0.55,Ideal,F,VS2,61.3,54.0,1649.0,5.27,5.33,3.25 +23567,1.75,Ideal,G,SI2,61.6,54.8,11576.0,7.73,7.78,4.78 +53320,0.76,Very Good,G,SI1,62.6,56.0,2652.0,5.86,5.9,3.68 +44603,0.53,Premium,G,VS2,62.4,59.0,1607.0,5.16,5.13,3.21 +27711,0.32,Premium,H,VS2,61.9,58.0,648.0,4.39,4.37,2.71 +34766,0.41,Ideal,E,SI2,61.9,57.0,876.0,4.8,4.76,2.96 +20013,0.32,Premium,G,SI2,61.6,59.0,421.0,4.35,4.38,2.69 +2393,0.32,Ideal,H,VS1,61.1,56.0,561.0,4.44,4.46,2.72 +5948,0.74,Very Good,F,VVS2,61.5,55.1,3948.0,5.82,5.85,3.59 +41665,0.51,Very Good,E,SI2,63.3,56.0,1239.0,5.12,5.08,3.23 +16745,1.2,Very Good,G,SI1,63.5,56.0,6666.0,6.77,6.7,4.28 +27589,1.7,Premium,F,VS1,60.6,58.0,18430.0,7.68,7.71,4.66 +45681,0.54,Ideal,E,VS2,61.6,59.0,1695.0,5.21,5.24,3.22 +49744,0.72,Premium,D,SI2,61.3,59.0,2155.0,5.79,5.76,3.54 +22425,1.19,Ideal,F,VS1,60.5,57.0,10449.0,6.82,6.88,4.15 +30963,0.36,Ideal,G,VS1,61.3,56.0,746.0,4.6,4.64,2.83 +34029,0.43,Very Good,I,VVS2,62.8,58.0,850.0,4.8,4.82,3.02 +14218,1.23,Ideal,J,VS2,61.7,57.0,5763.0,6.87,6.8,4.22 +27815,0.28,Ideal,G,IF,62.4,55.0,650.0,4.17,4.2,2.61 +8334,1.0,Very Good,H,SI2,63.7,58.0,4395.0,6.31,6.35,4.03 +50327,0.58,Ideal,E,VS1,60.8,57.0,2241.0,5.41,5.42,3.29 +35203,0.33,Ideal,I,IF,62.1,55.0,891.0,4.44,4.41,2.75 +33568,0.43,Ideal,D,SI1,61.5,56.0,830.0,4.82,4.87,2.98 +50186,0.51,Very Good,F,VVS1,62.6,57.0,2223.0,5.06,5.1,3.18 +51449,0.5,Ideal,D,VVS2,60.7,57.0,2376.0,5.2,5.15,3.14 +2350,0.7,Ideal,G,VS2,62.7,54.0,3172.0,5.65,5.7,3.65 +51037,0.71,Premium,E,SI1,58.9,61.0,2329.0,5.79,5.75,3.4 +20838,1.52,Ideal,I,SI1,61.2,55.4,9067.0,7.38,7.45,4.54 +10628,0.73,Ideal,E,VVS1,62.0,56.0,4830.0,5.75,5.79,3.58 +44790,0.5,Premium,E,VS2,61.8,58.0,1624.0,5.07,5.09,3.14 +44362,0.55,Premium,F,VS2,62.2,58.0,1580.0,5.22,5.26,3.26 +24194,1.83,Very Good,E,SI2,62.0,57.0,12379.0,7.81,7.89,4.87 +1370,0.7,Ideal,G,SI1,61.7,55.0,2965.0,5.7,5.73,3.53 +17830,1.07,Ideal,E,VS2,60.0,56.0,7190.0,6.64,6.62,3.98 +45426,0.51,Fair,D,VS2,64.4,54.0,1668.0,5.06,5.03,3.25 +5427,1.03,Premium,G,SI2,63.0,60.0,3824.0,6.39,6.35,4.01 +14502,1.33,Ideal,J,SI1,62.4,54.0,5857.0,7.04,7.07,4.4 +11232,1.03,Very Good,H,SI2,62.8,59.0,4964.0,6.41,6.46,4.04 +42426,0.51,Very Good,F,SI1,63.1,54.0,1312.0,5.12,5.06,3.21 +35127,0.43,Premium,H,SI2,61.8,59.0,887.0,4.86,4.85,3.0 +43637,0.43,Very Good,E,VVS1,61.9,56.0,1433.0,4.81,4.85,2.99 +34818,0.36,Premium,E,VS2,62.5,58.0,878.0,4.57,4.52,2.84 +44691,0.5,Ideal,D,VS2,61.5,57.0,1612.0,5.07,5.11,3.13 +41204,0.41,Ideal,F,VVS1,61.2,57.0,1205.0,4.79,4.85,2.95 +32714,0.31,Ideal,F,VS2,61.9,55.0,802.0,4.35,4.31,2.68 +50375,0.7,Very Good,F,VS2,61.1,62.0,2250.0,5.64,5.69,3.46 +36438,0.31,Ideal,D,VS2,61.2,55.0,942.0,4.38,4.35,2.67 +9075,1.11,Ideal,H,SI2,61.3,60.0,4520.0,6.68,6.66,4.09 +7907,1.07,Ideal,H,SI2,59.2,57.0,4314.0,6.7,6.64,3.95 +41135,0.56,Good,H,SI1,63.2,57.0,1197.0,5.23,5.27,3.32 +3098,0.7,Ideal,F,VS1,61.5,55.0,3319.0,5.73,5.75,3.53 +37875,0.51,Ideal,J,SI1,61.5,56.0,1004.0,5.14,5.17,3.17 +32808,0.34,Ideal,E,VS1,62.1,56.0,805.0,4.48,4.5,2.79 +37464,0.42,Premium,G,VS1,60.6,58.0,984.0,4.95,4.82,2.96 +43837,0.52,Very Good,G,VS2,60.2,56.0,1446.0,5.23,5.27,3.16 +34624,0.31,Premium,F,VS1,61.8,60.0,872.0,4.39,4.35,2.7 +7338,0.91,Very Good,E,SI1,60.5,61.0,4211.0,6.19,6.23,3.76 +31975,0.26,Very Good,E,VS2,63.2,56.0,453.0,4.06,4.1,2.58 +23982,1.75,Ideal,I,VS2,61.0,56.0,12127.0,7.75,7.82,4.75 +24815,2.01,Ideal,F,SI2,62.9,56.0,13201.0,8.05,7.9,5.02 +7222,0.89,Ideal,D,SI2,60.8,56.0,4192.0,6.22,6.25,3.79 +26749,1.6,Ideal,G,IF,59.8,54.0,16547.0,7.75,7.63,4.6 +8773,1.01,Good,D,SI2,65.1,57.0,4468.0,6.27,6.32,4.1 +21033,0.31,Ideal,F,VS2,62.3,55.0,625.0,4.33,4.37,2.71 +53178,0.71,Premium,E,VS2,61.3,59.0,2630.0,5.7,5.76,3.51 +36399,0.31,Ideal,E,VS1,60.9,57.0,942.0,4.41,4.39,2.68 +23294,1.5,Premium,H,VS2,60.0,62.0,11322.0,7.41,7.38,4.44 +33366,0.41,Premium,G,VS2,61.6,58.0,827.0,4.73,4.78,2.93 +8494,1.07,Ideal,G,SI2,62.4,57.0,4419.0,6.56,6.58,4.1 +53825,0.7,Very Good,F,VS2,61.6,60.0,2737.0,5.59,5.65,3.46 +18919,1.38,Ideal,F,SI2,62.0,58.0,7767.0,7.12,7.17,4.43 +20223,1.43,Very Good,H,SI1,61.7,59.0,8654.0,7.23,7.29,4.48 +12613,1.02,Very Good,G,SI1,61.3,56.0,5291.0,6.43,6.53,3.97 +25854,1.5,Premium,E,VS2,61.8,59.0,14925.0,7.38,7.31,4.54 +43636,0.43,Premium,E,VVS1,59.5,58.0,1433.0,4.92,4.96,2.94 +35096,0.3,Ideal,F,IF,61.7,58.0,886.0,4.3,4.32,2.66 +19292,1.02,Ideal,F,VS1,61.0,56.0,8011.0,6.49,6.52,3.97 +24755,2.02,Ideal,I,SI2,61.7,57.0,13109.0,8.05,8.12,4.99 +53079,0.59,Ideal,F,VVS2,62.0,55.0,2611.0,5.36,5.38,3.33 +15906,2.15,Premium,H,I1,62.9,57.0,6357.0,8.25,8.2,5.18 +27113,2.2,Premium,H,SI1,61.2,59.0,17265.0,8.42,8.37,0.0 +18652,1.32,Ideal,I,VS1,61.2,57.0,7617.0,7.12,7.06,4.34 +6613,0.72,Ideal,D,VS2,61.0,55.0,4082.0,5.79,5.81,3.54 +33422,0.32,Ideal,H,VVS2,61.7,56.0,828.0,4.42,4.37,2.71 +25076,1.2,Ideal,E,VVS1,61.6,57.0,13597.0,6.83,6.78,4.19 +3845,0.91,Premium,H,SI1,60.9,58.0,3475.0,6.22,6.26,3.8 +25988,1.72,Ideal,H,VS2,61.9,56.0,15197.0,7.7,7.75,4.78 +48956,0.7,Very Good,H,SI1,62.0,60.0,2048.0,5.65,5.7,3.52 +49480,0.75,Good,G,SI2,63.9,62.0,2115.0,5.66,5.61,3.6 +7555,1.21,Ideal,H,SI1,62.9,57.0,4249.0,6.78,6.74,4.25 +48158,0.72,Very Good,H,SI2,63.5,58.0,1942.0,5.65,5.68,3.6 +36864,0.39,Ideal,F,VS1,62.2,56.0,958.0,4.63,4.7,2.9 +4845,0.75,Ideal,F,VVS2,61.9,54.0,3710.0,5.83,5.84,3.61 +40184,0.56,Ideal,J,SI1,61.8,58.0,1119.0,5.27,5.31,3.27 +11906,1.27,Premium,J,SI1,61.8,58.0,5121.0,6.97,6.91,4.29 +1498,0.75,Ideal,H,VVS2,62.0,55.1,2992.0,5.83,5.85,3.62 +1970,0.58,Ideal,F,VVS1,61.7,55.0,3090.0,5.36,5.39,3.31 +11007,1.15,Very Good,F,SI2,63.1,63.0,4915.0,6.67,6.57,4.18 +38303,0.28,Ideal,E,VS1,62.0,56.0,487.0,4.18,4.21,2.6 +39506,0.5,Ideal,G,SI2,62.1,55.0,1080.0,5.09,5.12,3.17 +47293,0.3,Premium,G,SI2,62.3,59.0,394.0,4.25,4.29,2.66 +6501,0.97,Premium,F,SI2,61.9,58.0,4063.0,6.31,6.35,3.92 +12745,1.2,Ideal,J,VS2,61.8,55.0,5318.0,6.84,6.86,4.23 +9725,1.06,Premium,E,SI2,61.7,62.0,4654.0,6.54,6.5,4.02 +23505,1.51,Very Good,I,VVS1,62.0,58.0,11512.0,7.27,7.31,4.52 +9159,1.02,Very Good,E,SI2,63.3,58.0,4540.0,6.31,6.4,4.02 +31405,0.3,Ideal,G,VVS1,61.7,54.0,764.0,4.32,4.34,2.67 +46174,0.5,Ideal,E,VS2,61.8,55.0,1746.0,5.11,5.06,3.14 +25621,1.94,Very Good,I,VS2,60.2,58.0,14489.0,8.04,8.1,4.86 +25250,1.58,Very Good,D,SI1,62.7,60.0,13869.0,7.37,7.41,4.63 +9974,0.72,Ideal,E,VVS1,61.6,56.0,4702.0,5.75,5.77,3.55 +47232,0.71,Good,I,VS2,64.0,59.0,1840.0,5.61,5.55,3.57 +53239,0.72,Ideal,F,SI1,61.5,58.0,2642.0,5.72,5.76,3.53 +23207,1.28,Very Good,G,VVS1,60.3,59.0,11214.0,6.99,7.03,4.23 +14167,1.01,Good,D,SI1,58.3,59.0,5747.0,6.59,6.61,3.85 +31419,0.3,Ideal,G,VVS1,61.5,55.0,764.0,4.33,4.35,2.67 +38651,0.44,Premium,E,SI1,62.9,58.0,1040.0,4.88,4.85,3.06 +37581,0.35,Ideal,D,VS1,63.0,57.0,990.0,4.51,4.48,2.83 +23947,1.82,Premium,G,SI2,61.3,58.0,12081.0,7.94,7.83,4.83 +45760,0.96,Fair,H,I1,66.9,60.0,1705.0,6.15,6.04,4.09 +711,1.03,Good,J,SI1,63.6,57.0,2855.0,6.38,6.29,4.03 +41266,0.31,Ideal,I,VS1,61.9,53.9,502.0,4.35,4.38,2.7 +41641,0.4,Ideal,H,IF,62.7,57.0,1238.0,4.7,4.68,2.94 +27859,0.3,Ideal,F,VS1,61.9,55.1,652.0,4.31,4.34,2.68 +20241,1.37,Premium,H,VS1,62.9,58.0,8669.0,7.12,7.07,4.46 +52020,0.73,Very Good,H,VS1,58.7,61.0,2446.0,5.9,5.95,3.48 +18240,1.64,Very Good,J,SI2,62.5,58.0,7409.0,7.48,7.56,4.7 +12621,1.0,Premium,G,SI1,62.2,58.0,5292.0,6.45,6.37,3.99 +31097,0.3,Very Good,G,VVS1,62.5,56.0,753.0,4.25,4.29,2.67 +35991,0.42,Ideal,G,VS1,61.9,56.0,921.0,4.77,4.82,2.97 +21805,1.53,Premium,I,VS1,62.0,57.0,9877.0,7.39,7.35,4.57 +48416,0.73,Premium,F,SI2,60.2,59.0,1971.0,5.87,5.82,3.52 +49309,0.3,Ideal,I,VVS1,62.1,54.0,540.0,4.29,4.31,2.67 +13122,1.01,Premium,E,SI1,62.4,59.0,5430.0,6.38,6.35,3.97 +12727,1.02,Ideal,H,VS2,61.2,56.0,5312.0,6.53,6.48,3.98 +253,0.63,Premium,E,VVS2,62.1,57.0,2789.0,5.48,5.41,3.38 +52879,0.74,Very Good,F,SI1,59.8,58.0,2583.0,5.89,5.94,3.54 +52363,0.54,Ideal,E,VVS2,61.1,56.0,2502.0,5.26,5.31,3.22 +50289,0.31,Very Good,G,VS1,62.7,54.0,542.0,4.35,4.36,2.73 +39831,0.5,Premium,E,SI2,62.4,59.0,1097.0,5.09,5.0,3.15 +20565,1.36,Premium,H,VS2,61.9,58.0,8877.0,7.15,7.09,4.41 +3766,0.9,Very Good,F,SI2,63.1,56.0,3457.0,6.18,6.12,3.88 +8711,0.31,Ideal,G,VS1,62.3,54.0,586.0,4.31,4.33,2.69 +12350,1.14,Premium,F,SI1,62.5,59.0,5228.0,6.67,6.65,4.16 +16839,1.56,Ideal,H,SI2,62.3,55.0,6716.0,7.39,7.35,4.59 +21241,1.51,Fair,H,SI1,65.4,59.0,9386.0,7.17,7.11,4.67 +12678,1.09,Premium,I,VS2,60.1,59.0,5306.0,6.74,6.67,4.03 +33024,0.3,Ideal,D,VVS2,61.9,55.0,814.0,4.28,4.31,2.66 +3513,0.85,Ideal,G,SI1,62.2,56.0,3403.0,6.06,6.09,3.78 +23435,1.58,Ideal,D,SI2,62.5,55.0,11428.0,7.39,7.45,4.64 +3993,0.71,Ideal,F,VS2,61.5,55.0,3516.0,5.74,5.77,3.54 +47712,0.51,Ideal,D,SI1,60.7,56.0,1884.0,5.18,5.2,3.15 +23408,1.5,Good,F,SI1,60.5,62.0,11399.0,7.32,7.38,4.45 +36223,0.36,Ideal,D,VS2,60.0,56.0,933.0,4.68,4.66,2.8 +22797,1.51,Very Good,H,VS2,63.5,60.0,10822.0,7.27,7.24,4.61 +36064,0.32,Ideal,D,VVS1,62.1,54.0,924.0,4.4,4.43,2.74 +14488,1.15,Premium,G,SI1,62.2,56.0,5851.0,6.76,6.68,4.18 +15374,0.4,Very Good,J,VS1,62.1,57.0,606.0,4.69,4.72,2.92 +24840,1.5,Very Good,G,VS2,63.5,54.0,13239.0,7.26,7.22,4.6 +38621,0.31,Good,H,VS2,63.1,57.0,489.0,4.27,4.32,2.71 +40255,0.38,Ideal,G,IF,62.0,54.0,1125.0,4.66,4.7,2.9 +42544,0.53,Premium,F,SI1,61.4,58.0,1324.0,5.19,5.17,3.18 +14863,1.44,Good,G,I1,63.2,54.8,5987.0,7.18,7.21,4.54 +30086,0.32,Ideal,H,VS1,61.3,55.0,720.0,4.43,4.41,2.71 +41737,0.41,Ideal,E,VVS2,62.3,56.0,1243.0,4.78,4.75,2.97 +22881,1.26,Very Good,G,VVS1,60.2,59.0,10922.0,6.98,7.07,4.23 +39283,0.3,Ideal,H,VS2,62.4,54.0,491.0,4.31,4.34,2.7 +39934,0.3,Good,H,VS1,63.2,58.0,491.0,4.22,4.26,2.68 +48941,0.52,Very Good,G,VVS1,59.2,58.0,2045.0,5.28,5.31,3.14 +32936,0.37,Premium,E,VS2,61.0,59.0,811.0,4.59,4.63,2.81 +45168,0.6,Ideal,F,SI1,62.7,54.0,1654.0,5.43,5.39,3.39 +51252,0.7,Ideal,F,SI2,62.0,56.0,2355.0,5.68,5.71,3.53 +26017,0.3,Very Good,D,VS1,63.0,56.0,645.0,4.27,4.33,2.71 +3354,0.71,Ideal,E,VS1,62.0,57.0,3380.0,5.72,5.66,3.53 +40983,0.5,Very Good,E,SI2,63.3,56.0,1181.0,5.09,5.05,3.21 +3277,1.0,Very Good,I,SI1,59.3,63.0,3360.0,6.52,6.47,3.85 +26400,2.39,Premium,H,SI1,61.8,58.0,15917.0,8.57,8.52,5.28 +1022,0.75,Premium,D,SI1,62.8,60.0,2903.0,5.78,5.74,3.62 +52103,0.7,Ideal,E,SI1,62.3,57.0,2459.0,5.67,5.7,3.54 +29241,0.37,Very Good,F,VS2,59.2,61.0,696.0,4.63,4.69,2.76 +8723,0.31,Good,I,VS1,63.9,55.0,586.0,4.3,4.28,2.74 +22592,1.56,Ideal,H,SI1,60.4,59.0,10642.0,7.5,7.53,4.54 +38452,0.31,Ideal,G,IF,62.0,54.0,1028.0,4.39,4.35,2.71 +35021,0.4,Very Good,E,SI1,63.5,57.0,882.0,4.72,4.7,2.99 +47105,0.51,Ideal,G,VVS2,61.6,56.0,1827.0,5.12,5.14,3.16 +17275,1.31,Very Good,I,VS2,61.2,58.0,6917.0,7.01,7.05,4.3 +14457,1.23,Good,I,VS1,63.6,59.0,5834.0,6.76,6.85,4.33 +3630,0.71,Ideal,G,VS1,61.7,56.0,3431.0,5.72,5.75,3.53 +3593,0.91,Ideal,H,SI2,60.3,57.0,3423.0,6.27,6.31,3.79 +29635,0.24,Ideal,G,VS1,61.8,56.0,442.0,3.99,4.04,2.48 +46378,0.54,Ideal,H,VS1,60.9,55.0,1762.0,5.28,5.3,3.22 +2587,1.1,Ideal,I,SI2,61.7,56.0,3216.0,6.65,6.6,4.09 +36526,0.4,Premium,E,SI1,62.0,55.0,945.0,4.74,4.68,2.92 +9254,1.05,Good,D,SI2,60.0,63.0,4560.0,6.59,6.64,3.97 +47089,0.73,Premium,H,SI2,60.5,57.0,1824.0,5.84,5.76,3.51 +31266,0.32,Very Good,H,SI1,62.2,56.0,449.0,4.36,4.39,2.72 +29548,0.38,Very Good,H,VS1,61.3,54.0,705.0,4.68,4.7,2.88 +29273,0.31,Good,E,SI1,63.7,57.0,698.0,4.31,4.29,2.74 +360,0.74,Fair,F,VS2,61.1,68.0,2805.0,5.82,5.75,3.53 +15024,1.0,Premium,G,VS2,59.3,60.0,6048.0,6.55,6.51,3.87 +25271,1.55,Ideal,G,VS2,61.6,55.0,13912.0,7.45,7.48,4.6 +30417,0.32,Premium,G,VVS2,62.3,58.0,730.0,4.35,4.38,2.72 +24191,2.09,Premium,F,SI2,61.2,57.0,12377.0,8.26,8.21,5.04 +16950,1.5,Very Good,H,SI2,63.3,57.0,6770.0,7.27,7.21,4.59 +23870,1.63,Ideal,I,VS2,61.8,56.0,11963.0,7.56,7.59,4.68 +36993,0.5,Ideal,H,SI2,62.4,55.0,964.0,5.09,5.11,3.18 +7292,0.91,Very Good,H,VS2,62.8,58.0,4201.0,6.15,6.17,3.87 +33607,0.31,Very Good,G,SI1,62.4,55.0,462.0,4.31,4.34,2.7 +45138,0.53,Ideal,I,IF,62.1,55.0,1654.0,5.18,5.22,3.23 +42035,0.53,Good,F,SI1,63.8,58.0,1268.0,5.12,5.17,3.28 +2365,0.7,Good,E,VS1,63.6,58.0,3175.0,5.67,5.62,3.59 +4228,1.2,Ideal,I,I1,61.9,56.0,3570.0,6.85,6.82,4.23 +28585,0.3,Premium,G,VS2,61.9,58.0,675.0,4.33,4.3,2.67 +44870,0.63,Ideal,G,SI1,61.7,54.0,1628.0,5.52,5.56,3.42 +16942,1.04,Premium,E,VS1,58.6,59.0,6765.0,6.68,6.64,3.9 +18557,1.01,Ideal,E,VS1,61.6,57.0,7565.0,6.45,6.41,3.96 +10927,1.04,Ideal,E,SI2,61.4,56.0,4892.0,6.56,6.5,4.01 +32335,0.3,Very Good,H,IF,62.9,58.0,789.0,4.26,4.29,2.69 +46505,0.56,Ideal,F,VS2,60.8,56.0,1778.0,5.33,5.3,3.23 +25021,0.38,Ideal,F,SI1,61.8,55.0,640.0,4.66,4.69,2.89 +42078,0.46,Very Good,F,VS2,59.6,58.2,1273.0,4.99,5.06,3.0 +14017,1.01,Good,G,VS2,63.7,56.0,5701.0,6.4,6.32,4.05 +26384,1.3,Ideal,E,IF,62.3,54.0,15874.0,6.97,7.03,4.36 +51912,0.73,Good,F,SI1,64.3,59.0,2435.0,5.67,5.62,3.63 +3757,0.9,Ideal,I,SI1,62.3,57.0,3455.0,6.12,6.15,3.82 +46546,0.51,Ideal,E,VS2,61.8,56.0,1781.0,5.14,5.12,3.17 +45698,0.5,Premium,E,VS1,58.8,62.0,1698.0,5.17,5.14,3.03 +15796,1.14,Premium,F,SI1,60.4,58.0,6320.0,6.82,6.79,4.11 +7957,0.9,Premium,H,VS2,60.4,59.0,4321.0,6.24,6.27,3.78 +5288,1.06,Ideal,H,SI2,60.4,57.0,3799.0,6.64,6.58,3.99 +18420,1.01,Very Good,D,VS2,59.8,60.0,7487.0,6.46,6.51,3.88 +48070,0.56,Ideal,H,VVS1,60.8,57.0,1929.0,5.3,5.35,3.24 +10755,1.09,Very Good,F,SI2,63.2,58.0,4853.0,6.54,6.49,4.12 +34690,0.3,Ideal,F,IF,60.5,60.0,873.0,4.34,4.36,2.63 +5781,1.29,Premium,E,I1,58.6,60.0,3901.0,7.18,7.12,4.19 +36219,0.36,Ideal,F,VS2,62.0,55.0,932.0,4.58,4.55,2.83 +31029,0.31,Ideal,F,VS2,62.2,56.0,749.0,4.39,4.36,2.72 +4077,0.31,Ideal,D,SI1,61.7,57.0,571.0,4.34,4.38,2.69 +48523,0.54,Ideal,G,VVS2,61.0,56.0,1985.0,5.25,5.3,3.22 +16583,1.01,Very Good,E,VS2,59.9,57.0,6622.0,6.52,6.57,3.92 +4148,1.01,Good,E,SI2,63.9,58.0,3546.0,6.31,6.37,4.05 +15540,1.31,Ideal,H,SI2,62.3,56.0,6225.0,7.0,6.97,4.35 +26358,0.32,Ideal,H,VVS2,61.9,55.0,645.0,4.37,4.39,2.71 +44460,0.54,Very Good,D,SI1,60.0,59.8,1593.0,5.3,5.34,3.18 +26999,1.02,Very Good,D,IF,61.7,59.0,17100.0,6.42,6.52,3.99 +8060,0.36,Very Good,H,VS2,61.0,55.0,583.0,4.62,4.66,2.83 +7443,0.9,Very Good,F,SI1,63.0,60.0,4232.0,6.09,6.13,3.85 +45018,0.54,Premium,I,VVS1,60.8,61.0,1637.0,5.28,5.22,3.19 +45213,0.51,Premium,E,VS2,61.3,58.0,1656.0,5.13,5.15,3.15 +24848,1.38,Ideal,G,VVS1,61.8,56.0,13250.0,7.15,7.12,4.41 +7726,0.26,Premium,E,VS1,61.9,58.0,580.0,4.11,4.1,2.54 +51337,0.55,Ideal,E,VVS2,61.1,57.0,2362.0,5.25,5.29,3.22 +22055,1.21,Premium,D,VS1,60.2,59.0,10083.0,6.89,6.86,4.14 +32033,0.44,Premium,E,SI1,62.3,58.0,778.0,4.85,4.88,3.03 +16926,1.69,Ideal,H,I1,62.0,56.0,6757.0,7.66,7.61,4.73 +761,0.81,Very Good,F,SI1,61.7,57.0,2858.0,6.0,6.05,3.72 +19338,1.26,Very Good,G,VS2,63.3,57.0,8040.0,6.88,6.93,4.37 +20701,0.31,Very Good,G,VS1,62.9,57.0,625.0,4.3,4.32,2.71 +23023,0.35,Premium,I,VS2,61.2,58.0,630.0,4.57,4.55,2.79 +415,0.35,Ideal,G,SI1,60.6,56.0,555.0,4.56,4.58,2.77 +17331,1.11,Very Good,G,VS2,62.2,57.0,6953.0,6.55,6.6,4.09 +12415,1.06,Premium,H,VS1,60.0,58.0,5236.0,6.65,6.61,3.98 +7623,1.01,Ideal,G,SI2,61.7,56.0,4260.0,6.47,6.43,3.98 +1121,0.71,Very Good,F,VS2,59.5,58.0,2918.0,5.82,5.87,3.48 +376,0.71,Premium,F,SI1,60.7,54.0,2809.0,5.84,5.8,3.53 +42361,0.61,Premium,F,SI2,60.9,58.0,1303.0,5.44,5.52,3.34 +34736,0.39,Ideal,E,VS1,60.2,56.0,876.0,4.78,4.79,2.88 +47473,0.64,Ideal,E,SI1,62.7,57.0,1859.0,5.54,5.47,3.45 +13802,1.03,Premium,H,VS1,62.0,59.0,5624.0,6.48,6.45,4.01 +43325,0.57,Very Good,F,SI1,62.6,58.0,1403.0,5.28,5.32,3.32 +17159,1.51,Very Good,J,SI1,61.2,62.0,6851.0,7.32,7.36,4.49 +7746,1.07,Premium,G,SI2,59.8,60.0,4278.0,6.7,6.65,3.99 +41199,0.51,Very Good,D,SI2,60.3,57.0,1204.0,5.15,5.17,3.11 +32323,0.36,Very Good,E,VS2,59.8,62.0,789.0,4.56,4.61,2.74 +45971,0.3,Good,G,VS2,63.5,55.0,526.0,4.22,4.25,2.69 +41887,0.5,Ideal,E,SI1,62.4,56.0,1259.0,5.03,5.07,3.15 +24787,1.51,Premium,G,VS2,60.8,60.0,13157.0,7.42,7.38,4.5 +53055,0.76,Ideal,F,SI1,60.1,57.0,2607.0,5.95,5.99,3.59 +46333,0.56,Good,F,VS1,63.0,59.0,1758.0,5.24,5.27,3.31 +30660,0.42,Very Good,G,SI1,62.9,54.0,737.0,4.79,4.81,3.02 +25480,2.27,Good,H,SI2,63.6,58.0,14249.0,8.37,8.29,5.3 +15759,1.25,Ideal,G,SI2,61.5,56.0,6300.0,7.0,6.92,4.28 +27118,2.05,Premium,E,SI2,62.5,56.0,17294.0,8.17,8.08,5.08 +32252,0.36,Very Good,E,VS2,61.3,60.0,789.0,4.55,4.59,2.8 +20702,0.31,Very Good,H,VVS2,61.9,58.0,625.0,4.3,4.33,2.67 +25697,0.33,Ideal,E,SI1,59.6,57.0,644.0,4.53,4.49,2.69 +3056,0.34,Premium,F,SI1,59.3,60.0,566.0,4.52,4.58,2.7 +3491,0.85,Premium,D,SI2,58.5,60.0,3398.0,6.23,6.21,3.64 +2522,1.04,Good,H,I1,63.9,58.0,3203.0,6.35,6.42,4.08 +52745,0.71,Ideal,I,VVS1,62.4,55.0,2559.0,5.69,5.76,3.57 +47254,0.51,Ideal,G,VVS2,61.6,56.0,1842.0,5.14,5.12,3.16 +2301,0.9,Very Good,H,SI2,63.0,55.0,3162.0,6.1,6.16,3.86 +29609,0.35,Premium,F,VS2,61.8,58.0,706.0,4.48,4.52,2.78 +40442,0.52,Premium,H,SI1,61.6,57.0,1138.0,5.2,5.15,3.19 +52408,0.71,Ideal,G,VS2,62.5,57.0,2511.0,5.72,5.68,3.56 +24100,1.51,Ideal,F,SI1,62.6,57.0,12252.0,7.31,7.25,4.56 +38713,0.36,Ideal,D,VVS2,61.6,57.0,1042.0,4.56,4.59,2.82 +46987,0.71,Good,G,SI2,63.6,58.0,1816.0,5.6,5.54,3.55 +39207,0.63,Ideal,J,SI2,61.4,54.0,1065.0,5.54,5.56,3.41 +3741,0.3,Good,F,VS1,63.7,56.0,570.0,4.26,4.28,2.72 +40125,0.41,Premium,F,VVS2,60.1,58.0,1115.0,4.79,4.83,2.89 +15417,1.28,Good,G,SI1,57.6,62.0,6175.0,7.17,7.13,4.12 +24308,2.11,Premium,J,SI2,60.7,60.0,12554.0,8.27,8.2,5.0 +38518,0.53,Good,I,SI1,61.3,62.0,1033.0,5.14,5.17,3.16 +9736,1.06,Premium,F,SI2,62.0,59.0,4656.0,6.57,6.52,4.06 +36949,0.3,Very Good,D,SI1,58.8,63.0,479.0,4.32,4.35,2.55 +7981,0.84,Ideal,G,VS1,61.8,56.0,4325.0,6.02,6.11,3.75 +35621,0.36,Very Good,G,SI2,61.9,56.0,473.0,4.55,4.59,2.83 +36901,0.41,Ideal,G,VVS2,60.9,56.0,960.0,4.81,4.84,2.94 +36764,0.3,Ideal,E,VVS1,61.2,57.0,956.0,4.36,4.33,2.66 +31349,0.42,Ideal,H,VS2,62.1,54.0,760.0,4.82,4.84,3.0 +26855,1.52,Premium,E,VS1,59.9,60.0,16779.0,7.47,7.39,4.45 +10474,1.01,Fair,F,VS2,66.1,61.0,4791.0,6.1,6.04,4.01 +23171,1.18,Ideal,E,VVS2,61.6,58.0,11184.0,6.78,6.82,4.19 +46015,0.53,Premium,G,VS1,63.0,58.0,1727.0,5.17,5.15,3.25 +35508,0.41,Good,E,SI1,63.6,58.0,904.0,4.74,4.72,3.01 +9315,1.11,Ideal,H,SI2,62.7,57.0,4578.0,6.59,6.66,4.14 +36655,0.3,Very Good,E,IF,60.9,59.0,949.0,4.29,4.32,2.62 +31910,0.3,Ideal,G,VS1,61.8,54.0,776.0,4.32,4.29,2.66 +23593,1.75,Ideal,J,VVS2,62.0,55.0,11609.0,7.7,7.73,4.78 +19072,1.39,Premium,G,SI1,61.3,59.0,7848.0,7.15,7.24,4.41 +41570,0.55,Very Good,E,SI2,62.5,54.0,1238.0,5.21,5.25,3.27 +12836,1.2,Very Good,I,SI1,63.8,57.0,5352.0,6.64,6.72,4.26 +13506,1.01,Premium,D,SI1,61.6,60.0,5543.0,6.47,6.43,3.97 +23111,1.36,Ideal,F,VS1,61.4,57.0,11132.0,7.25,7.09,4.4 +40109,0.5,Fair,E,SI1,65.1,58.0,1114.0,5.04,4.94,3.25 +50370,0.72,Ideal,J,VVS1,62.5,56.0,2249.0,5.71,5.74,3.58 +28919,0.3,Very Good,H,VVS1,63.0,58.0,684.0,4.22,4.25,2.67 +6735,0.31,Very Good,H,VVS2,61.2,55.0,578.0,4.41,4.44,2.7 +40371,0.48,Good,G,VS2,60.3,60.7,1130.0,5.06,5.11,3.06 +8552,0.91,Very Good,E,SI1,63.1,58.0,4434.0,6.17,6.12,3.88 +48308,0.33,Ideal,I,VS1,62.1,53.9,534.0,4.43,4.45,2.76 +13478,1.2,Ideal,J,VS1,61.3,56.0,5534.0,6.83,6.87,4.2 +13501,0.9,Ideal,G,VS1,62.1,56.0,5540.0,6.15,6.19,3.83 +5885,1.02,Very Good,I,SI1,62.9,58.0,3927.0,6.36,6.42,4.02 +13275,1.06,Premium,E,SI1,60.8,58.0,5485.0,6.59,6.54,3.99 +29346,0.31,Ideal,G,VS2,61.6,54.0,698.0,4.41,4.39,2.71 +20955,1.61,Good,H,SI2,63.8,62.0,9169.0,7.38,7.35,4.7 +31446,0.4,Good,J,VS2,64.0,57.0,765.0,4.7,4.67,3.0 +5209,1.0,Premium,I,SI2,62.5,56.0,3780.0,6.38,6.3,3.96 +17356,1.21,Premium,E,SI1,62.3,58.0,6963.0,6.77,6.74,4.21 +17078,1.06,Ideal,G,VS2,61.3,57.0,6809.0,6.56,6.58,4.03 +27215,1.57,Ideal,E,VS2,60.5,57.0,17548.0,7.53,7.57,4.57 +16128,1.01,Good,F,VS2,63.9,58.0,6446.0,6.39,6.32,4.06 +52198,0.7,Premium,G,VS2,62.1,58.0,2479.0,5.68,5.63,3.51 +44069,0.55,Ideal,E,SI1,61.7,56.0,1551.0,5.24,5.29,3.25 +17626,1.01,Very Good,F,VS2,62.1,57.0,7098.0,6.38,6.43,3.98 +15746,1.0,Very Good,F,VS2,63.2,59.0,6296.0,6.35,6.3,4.0 +41327,0.31,Ideal,E,IF,61.5,56.0,1214.0,4.35,4.4,2.69 +11955,1.03,Premium,H,SI1,59.5,58.0,5134.0,6.64,6.58,3.93 +11806,1.06,Very Good,E,SI1,61.4,58.0,5090.0,6.53,6.62,4.04 +52818,0.71,Very Good,E,SI1,62.0,59.0,2573.0,5.69,5.76,3.55 +27667,2.04,Ideal,G,SI1,59.0,57.0,18663.0,8.32,8.37,4.92 +22016,1.5,Premium,I,VS1,62.7,59.0,10080.0,7.3,7.25,4.56 +34719,0.37,Good,D,SI1,63.7,55.0,874.0,4.59,4.55,2.91 +23179,2.0,Very Good,J,SI1,63.3,59.0,11189.0,7.95,7.89,5.01 +32974,0.37,Ideal,E,VS2,62.0,57.0,811.0,4.6,4.63,2.86 +7160,0.9,Very Good,G,VS2,62.4,60.0,4182.0,6.07,6.11,3.8 +49566,0.6,Ideal,G,VS1,61.6,56.0,2131.0,5.44,5.47,3.36 +14636,1.07,Ideal,F,SI1,60.6,57.0,5909.0,6.62,6.67,1.07 +28384,0.33,Premium,I,VS1,62.7,58.0,668.0,4.43,4.4,2.77 +20462,1.17,Ideal,F,VS1,62.2,56.0,8806.0,6.77,6.74,4.2 +27327,2.0,Good,F,SI1,63.0,64.0,17869.0,7.67,7.76,4.86 +25866,2.01,Fair,E,SI2,62.1,66.0,14948.0,7.99,7.92,4.94 +35080,0.3,Very Good,F,IF,62.5,56.0,886.0,4.27,4.3,2.68 +18143,1.54,Good,J,SI1,62.9,62.0,7349.0,7.3,7.36,4.61 +29046,0.4,Very Good,E,SI1,61.4,58.0,687.0,4.77,4.81,2.94 +26301,1.72,Premium,G,VS2,61.1,58.0,15801.0,7.69,7.73,4.71 +13379,0.32,Ideal,H,SI2,61.5,56.0,420.0,4.43,4.45,2.73 +10346,1.01,Premium,H,VS2,62.3,62.0,4769.0,6.39,6.35,3.97 +43312,0.5,Good,D,VS2,64.1,61.0,1402.0,4.98,5.01,3.2 +32015,0.3,Ideal,D,VS2,61.0,55.0,778.0,4.38,4.34,2.66 +40259,0.4,Premium,H,VVS2,60.9,58.0,1125.0,4.79,4.74,2.9 +41362,0.52,Premium,H,SI1,62.6,55.0,1219.0,5.16,5.12,3.22 +31327,0.32,Ideal,E,VS1,61.9,56.0,758.0,4.38,4.41,2.72 +21142,1.39,Ideal,H,VVS2,61.2,54.0,9298.0,7.23,7.25,4.43 +32633,0.31,Very Good,F,SI1,58.8,59.0,459.0,4.44,4.5,2.63 +50518,0.7,Premium,E,SI2,62.1,59.0,2273.0,5.65,5.63,3.5 +48078,0.56,Ideal,E,VS1,61.3,55.0,1930.0,5.29,5.32,3.25 +5532,1.0,Premium,F,SI2,61.7,57.0,3853.0,6.42,6.35,3.94 +24535,1.52,Premium,D,SI1,59.2,61.0,12823.0,7.59,7.55,4.48 +15217,1.01,Premium,G,VS2,61.5,60.0,6108.0,6.45,6.42,3.96 +472,0.7,Premium,E,VS1,62.7,57.0,2818.0,5.68,5.64,3.55 +8626,0.71,Ideal,E,VVS2,61.7,56.0,4447.0,5.78,5.8,3.57 +4758,0.9,Premium,D,SI1,59.5,57.0,3689.0,6.29,6.21,3.72 +36551,0.4,Premium,E,SI1,60.1,59.0,945.0,4.82,4.76,2.88 +7532,0.84,Premium,F,VVS2,60.4,62.0,4243.0,6.15,6.1,3.7 +36340,0.32,Premium,G,VVS2,62.3,58.0,936.0,4.38,4.35,2.72 +20431,1.22,Ideal,F,VS2,61.5,57.0,8783.0,6.87,6.91,4.24 +20419,1.06,Ideal,F,VVS2,61.1,57.0,8776.0,6.62,6.57,4.03 +36803,0.3,Ideal,G,IF,61.4,57.0,956.0,4.37,4.33,2.67 +9705,0.32,Ideal,D,SI1,59.3,55.0,589.0,4.51,4.53,2.68 +36744,0.38,Ideal,D,VS2,61.5,56.0,954.0,4.66,4.7,2.88 +17079,1.04,Ideal,G,VS2,61.9,54.0,6809.0,6.53,6.56,4.05 +34316,0.43,Very Good,D,SI2,63.1,59.0,858.0,4.81,4.8,3.03 +4070,0.31,Very Good,D,SI1,63.0,55.0,571.0,4.32,4.34,2.73 +11929,1.01,Ideal,H,SI1,62.6,55.0,5126.0,6.41,6.44,4.02 +29379,0.31,Very Good,E,SI1,63.4,55.0,698.0,4.35,4.32,2.75 +30929,0.34,Ideal,E,VS2,62.4,56.0,745.0,4.45,4.49,2.79 +3769,1.04,Very Good,J,SI2,62.8,57.0,3459.0,6.44,6.5,4.06 +12685,1.01,Good,F,SI1,63.9,59.0,5309.0,6.29,6.32,4.03 +20047,0.28,Ideal,E,VS1,62.0,56.0,625.0,4.21,4.18,2.6 +29641,0.35,Ideal,F,VS2,61.5,57.0,706.0,4.52,4.56,2.79 +52450,0.71,Premium,G,VS2,62.8,58.0,2515.0,5.74,5.69,3.59 +41582,0.25,Very Good,D,VS1,60.8,60.0,388.0,4.07,4.09,2.48 +49121,0.7,Good,H,SI1,63.4,61.0,2066.0,5.58,5.62,3.55 +7914,0.9,Very Good,E,SI1,62.6,61.0,4315.0,6.06,6.11,3.81 +38026,0.33,Premium,H,IF,61.7,59.0,1010.0,4.45,4.43,2.74 +5726,0.25,Very Good,D,VVS2,58.8,59.0,575.0,4.11,4.16,2.43 +23914,1.07,Ideal,E,VVS2,61.3,56.0,12031.0,6.57,6.62,4.04 +24144,1.7,Very Good,I,VS1,62.3,58.1,12311.0,7.57,7.66,4.74 +39625,0.3,Very Good,G,VS2,61.1,62.0,491.0,4.28,4.33,2.63 +10688,1.0,Good,F,SI1,64.9,57.0,4844.0,6.25,6.32,4.08 +27616,2.0,Premium,F,SI1,62.6,59.0,18493.0,8.1,8.04,5.05 +38242,0.41,Ideal,D,VS1,61.2,57.0,1018.0,4.77,4.81,2.93 +35186,0.31,Ideal,G,IF,61.3,56.0,891.0,4.38,4.4,2.69 +38163,0.34,Ideal,E,VVS1,62.1,57.0,1014.0,4.46,4.5,2.78 +41141,0.5,Very Good,G,SI1,62.9,59.0,1197.0,5.06,5.09,3.19 +48624,0.59,Very Good,F,SI1,63.4,54.0,2000.0,5.35,5.4,3.41 +47599,0.62,Ideal,H,VS1,61.4,56.0,1878.0,5.47,5.51,3.37 +20987,1.2,Very Good,F,VS1,61.6,61.0,9203.0,6.81,6.86,4.21 +42008,0.51,Ideal,E,SI2,62.7,53.0,1265.0,5.12,5.09,3.2 +38623,0.31,Good,I,VS1,63.5,57.0,489.0,4.26,4.28,2.71 +22922,1.25,Very Good,G,VVS1,60.6,60.0,10962.0,6.92,6.95,4.2 +417,0.32,Very Good,F,VS2,61.4,58.0,556.0,4.37,4.42,2.7 +42373,0.57,Ideal,H,SI1,61.6,60.0,1304.0,5.33,5.35,3.29 +14242,1.11,Good,F,SI1,63.1,56.0,5769.0,6.59,6.63,4.17 +14140,1.2,Ideal,I,VS2,62.3,57.0,5736.0,6.74,6.8,4.22 +30559,0.31,Premium,D,VS2,61.2,59.0,734.0,4.32,4.37,2.66 +31191,0.32,Ideal,D,SI1,62.0,57.0,756.0,4.42,4.38,2.73 +12367,0.26,Very Good,F,VVS1,62.0,59.0,597.0,4.08,4.15,2.55 +18061,1.51,Premium,I,SI2,62.6,59.0,7292.0,7.31,7.28,4.57 +40913,0.42,Ideal,G,VVS1,61.6,55.0,1179.0,4.82,4.85,2.98 +30204,0.42,Ideal,J,VS1,62.7,57.0,723.0,4.75,4.79,2.99 +18715,0.27,Very Good,E,VVS1,59.9,57.0,620.0,4.23,4.25,2.54 +30527,0.44,Ideal,H,SI1,61.9,57.0,733.0,4.9,4.92,3.04 +45373,0.5,Good,G,VVS2,64.1,56.0,1666.0,5.02,5.06,3.23 +17003,1.01,Ideal,F,VS2,62.1,57.0,6787.0,6.46,6.42,4.0 +26617,2.28,Premium,J,VS2,62.4,58.0,16369.0,8.45,8.35,5.24 +29009,0.34,Premium,F,VS2,61.2,59.0,686.0,4.47,4.52,2.75 +38530,0.34,Ideal,E,VS1,61.2,57.0,1033.0,4.51,4.45,2.74 +34633,0.31,Ideal,E,VS2,61.5,55.0,872.0,4.41,4.37,2.7 +44322,0.33,Ideal,I,VS1,61.6,57.0,521.0,4.41,4.46,2.73 +16949,1.01,Very Good,F,VS2,62.3,59.0,6770.0,6.37,6.41,3.98 +18416,1.02,Premium,F,VS1,61.9,58.0,7485.0,6.5,6.45,4.01 +1345,0.96,Premium,E,SI2,60.4,56.0,2961.0,6.32,6.23,3.79 +1572,0.71,Very Good,E,VS1,63.2,60.0,3006.0,5.63,5.6,3.55 +18936,1.08,Ideal,F,VS2,61.0,57.0,7781.0,6.61,6.68,4.06 +10781,1.01,Ideal,F,SI2,62.9,57.0,4858.0,6.35,6.41,4.01 +42782,0.52,Good,G,VS2,63.3,57.0,1349.0,5.09,5.11,3.23 +52330,0.75,Premium,H,VS2,59.1,58.0,2496.0,5.93,6.02,3.53 +45869,0.51,Ideal,D,VS2,61.4,57.0,1716.0,5.13,5.16,3.16 +13000,1.09,Premium,G,SI1,60.2,60.0,5402.0,6.7,6.66,4.02 +4859,0.91,Very Good,G,SI1,63.5,61.0,3710.0,6.1,6.05,3.86 +36878,0.42,Ideal,E,VS2,62.1,56.0,958.0,4.77,4.8,2.97 +32341,0.3,Very Good,G,VVS1,62.1,56.0,789.0,4.29,4.31,2.67 +44356,0.55,Ideal,F,VS2,62.7,55.0,1580.0,5.24,5.26,3.29 +11146,1.04,Ideal,I,SI1,61.9,54.0,4941.0,6.51,6.57,4.05 +50578,0.56,Premium,E,VVS2,61.5,58.0,2279.0,5.3,5.33,3.27 +11570,1.23,Very Good,G,SI2,60.8,59.0,5037.0,6.88,6.97,4.21 +9335,1.2,Very Good,J,SI2,61.8,60.0,4580.0,6.76,6.83,4.2 +40162,0.32,Ideal,H,IF,61.1,56.0,1116.0,4.46,4.45,2.72 +10160,1.07,Very Good,I,SI1,59.1,59.0,4728.0,6.68,6.71,3.96 +13330,0.9,Very Good,H,VS2,62.6,59.0,5502.0,6.07,6.16,3.83 +42252,0.5,Very Good,E,SI1,59.4,60.0,1293.0,5.14,5.16,3.06 +48608,0.57,Very Good,D,VS2,61.4,56.0,1998.0,5.34,5.37,3.29 +18496,1.03,Ideal,E,VS2,61.7,56.0,7533.0,6.45,6.54,4.01 +13214,1.14,Premium,H,SI1,59.3,59.0,5458.0,6.8,6.76,4.02 +3772,0.73,Ideal,G,VS1,60.9,59.0,3459.0,5.79,5.83,3.54 +32079,0.33,Ideal,D,VS2,61.8,56.0,781.0,4.45,4.48,2.76 +7418,1.02,Premium,F,SI2,62.7,59.0,4227.0,6.45,6.38,4.02 +52979,0.3,Premium,D,SI1,59.7,59.0,552.0,4.34,4.37,2.6 +31823,0.4,Good,D,SI2,64.0,56.0,775.0,4.7,4.64,2.99 +24903,1.5,Premium,F,VS2,62.4,57.0,13333.0,7.38,7.29,4.58 +23245,1.31,Premium,G,VVS2,59.6,61.0,11255.0,7.23,7.14,4.28 +16222,1.2,Ideal,H,SI1,60.8,57.0,6485.0,6.9,6.88,4.19 +12323,1.01,Very Good,E,SI1,59.5,60.0,5224.0,6.49,6.55,3.88 +45654,0.25,Ideal,H,IF,61.4,57.0,525.0,4.05,4.08,2.49 +16916,2.03,Fair,F,I1,65.6,56.0,6753.0,7.89,7.86,5.16 +25521,1.64,Premium,G,VS2,62.4,58.0,14330.0,7.52,7.49,4.68 +45430,0.54,Ideal,I,IF,60.8,56.0,1669.0,5.28,5.37,3.24 +35503,0.41,Very Good,E,SI1,60.5,63.0,904.0,4.81,4.77,2.9 +6806,1.05,Ideal,J,VS1,62.8,57.0,4116.0,6.45,6.41,4.04 +27861,0.33,Good,D,VS2,61.8,61.0,652.0,4.4,4.44,2.73 +16323,1.08,Premium,G,VS2,60.1,59.0,6532.0,6.7,6.64,4.01 +8263,1.02,Premium,G,SI1,61.9,58.0,4381.0,6.47,6.42,3.99 +20846,1.78,Good,G,SI2,63.8,57.0,9071.0,7.73,7.62,4.9 +45457,0.5,Ideal,E,VS1,61.9,55.0,1675.0,5.08,5.13,3.16 +44097,0.52,Ideal,E,SI1,61.6,55.0,1555.0,5.16,5.19,3.19 +36328,0.32,Premium,G,VVS2,60.9,61.0,936.0,4.41,4.39,2.68 +53385,0.7,Ideal,F,SI1,62.6,55.0,2662.0,5.67,5.68,3.55 +44614,0.53,Premium,E,SI1,60.0,60.0,1607.0,5.27,5.24,3.21 +39874,0.45,Fair,F,VS2,65.8,55.0,1102.0,4.81,4.73,3.14 +15715,0.36,Premium,G,SI2,59.3,59.0,608.0,4.66,4.62,2.75 +52512,0.7,Premium,F,SI1,62.1,58.0,2527.0,5.7,5.64,3.52 +42003,0.59,Very Good,F,SI2,63.7,57.0,1265.0,5.31,5.36,3.4 +17185,1.02,Very Good,G,VS1,63.3,58.0,6861.0,6.42,6.38,4.05 +1600,1.2,Fair,I,I1,66.2,55.0,3011.0,6.61,6.51,4.34 +52085,0.77,Premium,H,SI1,60.9,60.0,2457.0,5.89,5.87,3.58 +20998,1.13,Ideal,G,VVS1,61.2,57.0,9214.0,6.72,6.65,4.09 +45292,0.51,Premium,E,VS2,59.2,61.0,1662.0,5.17,5.16,3.06 +6905,0.9,Good,G,VS2,64.4,62.0,4135.0,5.97,6.02,3.86 +39974,0.43,Fair,E,VS2,60.5,59.0,1107.0,4.92,4.9,2.97 +13445,1.0,Very Good,F,SI1,63.3,58.0,5521.0,6.34,6.36,4.02 +22161,1.24,Very Good,E,VS1,59.9,61.0,10202.0,6.96,6.99,4.18 +18963,1.24,Premium,G,VS1,62.0,59.0,7800.0,6.92,6.88,4.28 +51244,0.72,Ideal,H,SI1,62.3,54.0,2354.0,5.78,5.75,3.59 +45512,0.51,Ideal,E,SI1,61.5,57.0,1682.0,5.11,5.16,3.16 +24990,2.09,Very Good,I,SI2,63.1,60.0,13500.0,8.04,8.12,5.1 +39632,0.34,Ideal,E,VVS1,62.2,56.0,1084.0,4.46,4.44,2.77 +42174,0.56,Premium,F,SI2,60.4,60.0,1286.0,5.35,5.32,3.22 +43228,0.4,Ideal,E,VVS1,61.5,56.0,1397.0,4.73,4.7,2.9 +34403,0.34,Ideal,H,IF,62.0,53.0,863.0,4.49,4.51,2.79 +3161,0.95,Very Good,H,SI2,59.0,59.0,3335.0,6.38,6.51,3.77 +48420,0.51,Premium,G,VVS1,61.6,59.0,1971.0,5.12,5.08,3.14 +14240,1.09,Ideal,F,SI1,62.0,56.0,5768.0,6.61,6.56,4.08 +20450,1.22,Very Good,G,VS1,61.2,58.0,8795.0,6.84,6.86,4.19 +36870,0.42,Ideal,E,VS2,61.3,56.0,958.0,4.81,4.85,2.96 +8014,1.03,Premium,E,SI2,61.4,58.0,4328.0,6.49,6.45,3.97 +19925,1.01,Premium,F,VVS2,61.8,59.0,8470.0,6.46,6.42,3.98 +6075,0.91,Ideal,E,SI2,61.5,56.0,3968.0,6.2,6.23,3.82 +20733,1.59,Ideal,I,SI2,60.5,55.0,8975.0,7.62,7.55,4.59 +26000,4.01,Premium,J,I1,62.5,62.0,15223.0,10.02,9.94,6.24 +12187,1.01,Fair,E,SI1,56.8,61.0,5185.0,6.59,6.62,3.75 +53640,0.3,Ideal,D,SI1,61.0,56.0,552.0,4.35,4.37,2.66 +888,0.71,Premium,D,VS2,61.2,59.0,2874.0,5.69,5.74,3.5 +21931,1.23,Very Good,G,VVS2,60.6,55.0,10004.0,6.93,7.02,4.23 +46327,0.51,Ideal,E,VS1,62.7,56.0,1758.0,5.14,5.1,3.21 +43645,0.5,Good,F,VS2,58.8,64.0,1433.0,5.21,5.16,3.05 +49419,0.65,Ideal,H,VS1,61.8,55.0,2106.0,5.6,5.56,3.45 +37357,0.4,Premium,F,VS1,62.4,59.0,982.0,4.67,4.69,2.92 +30597,0.31,Premium,D,VS2,60.7,59.0,734.0,4.35,4.38,2.65 +18256,1.07,Very Good,D,VS2,62.4,57.0,7415.0,6.51,6.59,4.09 +51430,0.63,Ideal,D,VS2,62.1,55.0,2373.0,5.5,5.52,3.42 +38156,0.32,Ideal,D,VVS2,62.2,56.0,1014.0,4.41,4.37,2.73 +21681,1.5,Very Good,D,SI2,63.1,56.0,9783.0,7.17,7.28,4.56 +35548,0.35,Premium,H,VVS2,62.7,58.0,906.0,4.5,4.46,2.81 +4839,0.9,Very Good,I,VS2,63.0,60.0,3709.0,6.15,6.17,3.88 +44774,0.54,Ideal,F,VS2,62.8,57.0,1621.0,5.25,5.2,3.28 +3418,0.36,Good,H,VS2,63.7,55.0,568.0,4.49,4.52,2.87 +45572,0.52,Ideal,E,VS2,62.2,56.0,1689.0,5.11,5.15,3.19 +37429,0.34,Premium,D,VVS2,60.1,58.0,984.0,4.53,4.55,2.73 +47494,0.5,Ideal,G,VVS1,62.2,55.0,1865.0,5.09,5.14,3.18 +48892,0.57,Ideal,F,VS1,61.8,55.0,2039.0,5.33,5.35,3.3 +13281,1.12,Fair,G,VS1,64.8,56.0,5487.0,6.48,6.52,4.21 +23832,1.27,Premium,F,VVS2,61.3,60.0,11905.0,6.99,6.9,4.26 +41591,0.31,Premium,H,SI2,59.5,59.0,390.0,4.39,4.45,2.63 +42608,0.36,Premium,E,SI2,60.6,59.0,505.0,4.57,4.61,2.78 +38297,0.3,Ideal,G,SI1,61.8,56.0,487.0,4.31,4.34,2.67 +12879,1.17,Premium,F,SI1,61.9,60.0,5366.0,6.72,6.66,4.14 +50644,0.31,Ideal,H,VS1,62.2,57.0,544.0,4.34,4.37,2.71 +13689,1.01,Ideal,E,SI1,62.6,57.0,5599.0,6.43,6.38,4.01 +32406,0.37,Premium,F,SI1,61.5,59.0,791.0,4.62,4.59,2.83 +16135,1.22,Premium,G,SI1,62.1,58.0,6449.0,6.89,6.84,4.26 +9465,1.01,Fair,E,SI2,57.1,59.0,4600.0,6.65,6.69,3.81 +38455,0.44,Premium,E,SI2,59.7,61.0,1028.0,4.97,4.91,2.95 +11910,0.9,Ideal,F,SI1,61.0,56.0,5122.0,6.17,6.19,3.77 +31924,0.3,Premium,G,VS1,62.0,60.0,776.0,4.28,4.23,2.64 +18774,1.03,Premium,E,VS1,59.6,59.0,7677.0,6.57,6.59,3.92 +16720,0.31,Very Good,E,VS1,64.0,55.0,610.0,4.29,4.33,2.76 +15737,1.01,Ideal,G,VS2,62.0,54.9,6295.0,6.41,6.44,3.99 +34628,0.31,Ideal,E,VS2,61.4,54.0,872.0,4.41,4.38,2.7 +10710,1.64,Fair,G,I1,64.5,60.0,4849.0,7.44,7.35,4.76 +4542,1.0,Good,I,SI1,57.6,61.0,3640.0,6.56,6.52,3.77 +37817,0.36,Very Good,G,IF,60.4,62.0,1002.0,4.6,4.64,2.79 +9859,1.02,Very Good,F,SI1,63.5,57.0,4678.0,6.4,6.35,4.05 +30591,0.31,Ideal,E,VS1,61.8,56.0,734.0,4.33,4.34,2.68 +21310,1.04,Ideal,G,VVS2,61.7,56.0,9465.0,6.5,6.54,4.02 +47720,0.59,Premium,H,VVS2,62.3,55.0,1886.0,5.42,5.33,3.35 +16948,1.08,Ideal,G,VS2,60.3,59.0,6769.0,6.62,6.64,4.0 +34564,0.38,Ideal,H,VS1,60.6,57.0,871.0,4.7,4.73,2.85 +33792,0.32,Premium,E,VVS2,61.1,58.0,842.0,4.42,4.45,2.71 +31992,0.3,Premium,F,VS2,62.2,60.0,776.0,4.27,4.22,2.64 +27509,2.19,Premium,E,SI2,62.4,61.0,18232.0,8.31,8.23,5.16 +3935,0.71,Ideal,F,VVS2,62.0,57.0,3499.0,5.7,5.65,3.52 +33345,0.41,Premium,G,VS2,62.4,58.0,827.0,4.72,4.76,2.96 +53060,0.54,Premium,E,VS1,62.7,60.0,2608.0,5.14,5.1,3.21 +8483,1.06,Ideal,H,VS2,62.4,57.0,4416.0,6.54,6.48,4.06 +26487,2.16,Very Good,I,VS2,58.6,60.0,16080.0,8.48,8.55,4.99 +40918,0.42,Ideal,G,VVS1,60.6,56.0,1179.0,4.86,4.88,2.95 +44856,0.5,Very Good,D,VS2,62.8,60.0,1627.0,5.02,5.08,3.17 +16125,0.91,Ideal,D,VS2,60.9,57.0,6444.0,6.26,6.32,3.83 +12277,1.2,Very Good,H,SI2,58.8,61.0,5211.0,6.94,6.98,4.09 +4595,0.9,Very Good,I,VS1,63.3,58.0,3656.0,6.07,6.1,3.85 +33234,0.4,Good,H,VVS2,59.1,61.0,823.0,4.79,4.82,2.84 +32312,0.3,Very Good,G,VVS1,62.1,61.0,789.0,4.27,4.3,2.66 +23536,1.51,Premium,H,VS2,60.2,60.0,11540.0,7.35,7.33,4.42 +19200,1.0,Very Good,G,VVS2,62.7,57.0,7950.0,6.32,6.37,3.98 +44145,0.51,Very Good,D,SI1,63.2,55.0,1562.0,5.12,5.07,3.22 +22119,1.5,Very Good,I,IF,62.9,58.0,10147.0,7.21,7.31,4.57 +4653,0.9,Premium,G,SI1,62.0,61.0,3669.0,6.13,6.07,3.78 +18547,1.5,Premium,E,SI2,61.1,58.0,7560.0,7.34,7.31,4.47 +40073,0.54,Ideal,I,SI1,61.4,56.0,1114.0,5.25,5.27,3.23 +47276,0.7,Premium,J,SI1,62.8,59.0,1844.0,5.65,5.6,3.53 +36259,0.46,Ideal,E,SI2,61.3,55.0,935.0,4.98,5.0,3.06 +51431,0.7,Ideal,D,SI2,62.6,57.0,2373.0,5.63,5.68,3.54 +12892,1.27,Very Good,I,SI2,59.7,57.0,5371.0,6.99,7.04,4.19 +10378,1.09,Ideal,J,VS2,43.0,54.0,4778.0,6.53,6.55,4.12 +21001,1.1,Ideal,G,VVS2,60.5,56.0,9215.0,6.76,6.7,4.07 +13692,1.01,Premium,F,SI1,61.9,56.0,5599.0,6.53,6.45,4.02 +49748,0.71,Good,H,SI1,64.0,61.0,2156.0,5.61,5.54,3.57 +9219,1.13,Ideal,H,SI2,62.0,57.0,4556.0,6.74,6.64,4.15 +4067,0.31,Good,D,SI1,63.4,55.0,571.0,4.28,4.3,2.72 +44990,0.31,Premium,J,VS1,60.7,60.0,523.0,4.39,4.34,2.65 +13282,1.38,Premium,G,SI2,58.3,59.0,5487.0,7.34,7.27,4.26 +12709,0.26,Premium,E,VVS1,61.8,58.0,599.0,4.11,4.14,2.55 +38345,0.32,Ideal,G,IF,62.4,55.0,1020.0,4.42,4.4,2.75 +19105,1.22,Premium,G,VS2,61.2,58.0,7870.0,6.91,6.81,4.2 +41516,0.44,Ideal,D,VS1,61.6,56.0,1235.0,4.85,4.92,3.01 +19922,2.5,Premium,H,I1,59.9,60.0,8467.0,8.75,8.67,5.22 +13743,1.22,Ideal,H,SI2,61.7,56.0,5602.0,6.93,6.87,4.26 +24635,2.18,Premium,J,SI2,62.6,58.0,12970.0,8.25,8.23,5.16 +47900,0.54,Ideal,G,VVS2,61.7,57.0,1914.0,5.23,5.26,3.23 +16126,1.0,Good,E,VS2,60.6,65.0,6445.0,6.29,6.36,3.83 +36654,0.4,Premium,E,VS2,61.2,60.0,949.0,4.79,4.68,2.9 +51158,0.72,Very Good,E,SI2,59.8,58.0,2345.0,5.84,5.86,3.5 +29979,0.38,Very Good,G,VS2,59.7,62.0,715.0,4.66,4.68,2.79 +37329,0.4,Ideal,G,VS2,62.8,54.0,980.0,4.7,4.67,2.94 +27555,1.7,Premium,E,VS2,58.6,62.0,18342.0,7.92,7.84,4.62 +24242,2.01,Fair,G,SI2,56.2,63.0,12450.0,8.28,8.23,4.64 +25695,0.36,Ideal,F,SI1,59.7,57.0,644.0,4.69,4.72,2.81 +40361,0.43,Premium,D,VS2,60.2,59.0,1129.0,4.92,4.88,2.95 +40600,0.38,Ideal,F,I1,62.5,57.0,497.0,4.61,4.64,2.89 +32446,0.43,Very Good,H,VS2,61.9,55.0,792.0,4.8,4.95,3.02 +9328,1.0,Very Good,E,SI2,63.3,58.0,4579.0,6.35,6.32,4.01 +39082,0.38,Very Good,F,VVS2,61.9,59.7,1060.0,4.64,4.65,2.87 +46734,0.53,Ideal,G,VVS2,62.3,54.0,1797.0,5.18,5.2,3.24 +42463,0.5,Very Good,E,SI1,60.7,61.0,1316.0,5.09,5.12,3.1 +30432,0.32,Ideal,G,VVS2,62.1,57.0,730.0,4.4,4.42,2.74 +40965,0.37,Ideal,E,VVS1,61.5,56.0,1179.0,4.64,4.59,2.84 +12382,0.35,Ideal,I,VVS2,62.0,54.0,598.0,4.54,4.56,2.82 +31361,0.43,Ideal,E,SI1,62.6,56.0,760.0,4.79,4.82,3.01 +26771,1.53,Premium,G,VVS1,60.6,58.0,16601.0,7.49,7.45,4.53 +39421,0.41,Premium,F,VS1,60.8,58.0,1076.0,4.82,4.76,2.91 +53751,0.72,Ideal,G,VS1,62.7,55.0,2724.0,5.71,5.68,3.57 +11796,1.18,Very Good,E,SI2,62.5,60.0,5088.0,6.7,6.74,4.2 +46872,0.53,Ideal,E,VS2,61.9,55.0,1813.0,5.22,5.19,3.22 +29195,0.4,Ideal,E,SI1,62.4,54.0,694.0,4.72,4.74,2.95 +14922,1.5,Good,G,SI2,57.5,63.0,6006.0,7.53,7.49,4.32 +18036,0.35,Ideal,E,SI1,62.3,56.0,614.0,4.53,4.56,2.83 +39740,0.35,Ideal,G,VVS2,61.2,55.0,1092.0,4.62,4.59,2.82 +48632,0.34,Premium,J,VS2,62.3,60.0,536.0,4.49,4.46,2.79 +48133,0.9,Premium,G,I1,62.3,53.0,1939.0,6.16,6.12,3.82 +44290,0.52,Very Good,I,VVS1,63.1,58.0,1577.0,5.13,5.1,3.23 +11134,1.0,Premium,F,SI1,62.8,59.0,4939.0,6.36,6.32,3.98 +6595,0.9,Premium,G,VS2,60.6,61.0,4079.0,6.19,6.13,3.73 +35963,0.28,Ideal,H,VS1,62.1,55.0,476.0,4.17,4.21,2.6 +52331,0.73,Premium,I,VVS2,61.5,58.0,2496.0,5.73,5.78,3.54 +37704,0.41,Very Good,D,VS2,59.2,58.0,995.0,4.83,4.87,2.87 +34792,0.4,Premium,G,VS1,60.7,58.0,877.0,4.78,4.81,2.91 +20606,1.5,Good,I,VS1,63.3,58.0,8910.0,7.19,7.24,4.57 +19575,1.09,Premium,F,VS1,60.9,58.0,8204.0,6.67,6.63,4.05 +51811,0.71,Ideal,D,SI2,61.5,55.0,2416.0,5.72,5.8,3.54 +17120,1.32,Good,E,SI1,63.7,56.0,6830.0,6.96,6.88,4.41 +44587,0.53,Ideal,E,VS2,60.9,59.0,1607.0,5.17,5.21,3.16 +14084,1.01,Premium,F,SI1,58.9,60.0,5713.0,6.57,6.5,3.85 +52829,0.7,Ideal,G,VS1,61.4,55.0,2573.0,5.74,5.69,3.51 +14928,1.59,Premium,E,SI2,62.3,58.0,6010.0,7.42,7.37,4.61 +1537,0.9,Premium,I,SI2,60.6,60.0,3001.0,6.23,6.28,3.79 +14393,0.3,Very Good,G,VS1,62.9,58.0,605.0,4.27,4.32,2.7 +12189,1.15,Very Good,D,SI2,61.8,61.0,5186.0,6.62,6.69,4.11 +2458,0.71,Ideal,H,IF,62.0,54.0,3190.0,5.71,5.75,3.55 +35024,0.4,Good,E,SI1,63.9,55.0,882.0,4.72,4.67,3.0 +48531,0.71,Very Good,J,SI2,60.9,55.0,1986.0,5.76,5.87,3.54 +6354,0.9,Ideal,E,SI2,61.7,56.0,4034.0,6.21,6.26,3.85 +9312,1.12,Very Good,H,SI1,63.1,56.0,4576.0,6.62,6.59,4.17 +27320,2.18,Premium,G,SI2,61.9,60.0,17841.0,8.24,8.29,5.12 +30809,0.3,Ideal,E,VVS2,62.0,55.0,743.0,4.3,4.34,2.68 +13910,1.01,Ideal,F,VS2,61.0,56.0,5662.0,6.44,6.4,3.94 +35864,0.4,Ideal,I,IF,62.4,54.0,917.0,4.73,4.75,2.96 +53940,0.75,Ideal,D,SI2,62.2,55.0,2757.0,5.83,5.87,3.64 +53113,0.54,Ideal,E,VVS2,62.2,54.0,2616.0,5.23,5.26,3.26 +41421,0.58,Premium,F,SI2,63.0,56.0,1226.0,5.34,5.26,3.34 +29986,0.32,Ideal,E,VS2,61.5,56.0,716.0,4.43,4.45,2.73 +25005,1.25,Ideal,E,VVS1,62.6,56.0,13536.0,6.83,6.91,4.3 +27335,2.32,Ideal,J,VS1,62.5,54.5,17891.0,8.44,8.47,5.28 +22887,1.36,Premium,F,VS2,59.3,60.0,10929.0,7.23,7.2,4.28 +10765,1.01,Very Good,E,SI1,63.1,55.0,4853.0,6.41,6.34,4.02 +20657,1.04,Premium,F,VVS2,62.5,58.0,8946.0,6.46,6.37,4.01 +23846,1.58,Ideal,G,SI1,62.2,55.0,11927.0,7.44,7.5,4.65 +42371,0.51,Fair,D,SI1,65.2,55.0,1304.0,5.05,5.01,3.28 +24861,1.51,Good,G,VVS2,63.8,59.0,13275.0,7.28,7.24,4.63 +48630,0.77,Very Good,J,SI2,61.3,58.0,2001.0,5.84,5.91,3.6 +22918,1.5,Very Good,H,VS2,62.8,57.0,10959.0,7.25,7.3,4.57 +33541,0.35,Ideal,D,VS2,61.3,56.0,829.0,4.54,4.56,2.79 +3411,0.38,Ideal,F,SI2,61.3,55.0,568.0,4.67,4.69,2.87 +35168,0.31,Ideal,G,IF,61.4,55.0,891.0,4.36,4.4,2.69 +34484,0.43,Very Good,G,VS2,62.9,59.0,867.0,4.78,4.83,3.02 +27691,0.38,Ideal,I,VS2,60.5,56.0,648.0,4.71,4.74,2.85 +29256,0.32,Ideal,H,VVS1,61.4,55.0,698.0,4.4,4.46,2.72 +22930,1.02,Ideal,D,VVS2,62.0,56.0,10967.0,6.43,6.48,4.0 +28445,0.31,Ideal,G,VVS2,61.5,57.0,671.0,4.32,4.36,2.67 +28172,0.36,Good,H,SI1,63.6,57.0,665.0,4.53,4.49,2.87 +7138,1.13,Fair,F,SI2,64.4,56.0,4176.0,6.58,6.52,4.22 +25430,1.81,Very Good,I,VS1,59.9,61.0,14177.0,7.85,7.91,4.72 +40408,0.31,Premium,E,IF,61.0,59.0,1133.0,4.39,4.36,2.67 +21416,1.62,Premium,E,SI2,60.8,59.0,9526.0,7.62,7.57,4.62 +26754,1.5,Premium,E,VS1,60.3,60.0,16558.0,7.43,7.34,4.45 +33976,0.3,Premium,F,IF,61.6,58.0,846.0,4.3,4.34,2.66 +45059,0.58,Premium,E,SI1,60.7,61.0,1641.0,5.47,5.27,3.28 +28953,0.31,Good,H,SI1,63.6,57.0,435.0,4.28,4.31,2.73 +50909,0.7,Fair,E,SI1,65.2,58.0,2318.0,5.57,5.54,3.62 +18727,1.2,Very Good,D,SI1,62.4,58.0,7646.0,6.75,6.78,4.23 +42593,0.5,Very Good,E,SI1,60.9,58.0,1331.0,5.1,5.14,3.12 +38798,0.31,Ideal,G,VVS1,60.8,56.0,1046.0,4.39,4.36,2.66 +51448,0.7,Ideal,E,SI2,60.5,56.0,2375.0,5.8,5.77,3.5 +44550,0.51,Ideal,E,VS2,61.5,58.0,1605.0,5.12,5.15,3.16 +53479,0.7,Good,D,SI1,62.6,60.0,2681.0,5.57,5.61,3.5 +47258,0.5,Very Good,G,VVS1,61.5,56.0,1843.0,5.11,5.14,3.15 +3879,1.02,Very Good,J,SI1,61.9,60.0,3483.0,6.37,6.42,3.96 +4631,0.73,Ideal,G,VVS1,61.3,56.0,3667.0,5.79,5.82,3.56 +14472,0.74,Ideal,D,VVS2,61.4,56.0,5841.0,5.82,5.87,3.58 +42009,0.51,Premium,E,SI2,61.7,58.0,1265.0,5.14,5.07,3.15 +27554,2.16,Ideal,I,VS1,62.7,56.0,18342.0,8.28,8.2,5.17 +51083,0.71,Very Good,G,SI1,61.7,56.0,2334.0,5.7,5.74,3.53 +41142,0.56,Very Good,H,SI1,61.3,60.0,1197.0,5.23,5.28,3.22 +31842,0.41,Ideal,J,VVS1,61.2,57.0,775.0,4.79,4.82,2.94 +40895,0.42,Ideal,E,VS1,60.6,57.0,1177.0,4.84,4.86,2.94 +7927,1.01,Premium,F,SI2,59.6,59.0,4317.0,6.59,6.52,3.91 +35737,0.3,Ideal,D,VS2,62.2,54.0,911.0,4.31,4.28,2.67 +1879,0.62,Premium,E,VVS1,61.9,59.0,3073.0,5.62,5.5,3.44 +18514,1.2,Ideal,G,VS2,61.9,56.0,7548.0,6.86,6.81,4.23 +21037,0.31,Good,G,VS1,63.3,56.0,625.0,4.29,4.33,2.73 +19368,0.4,Good,E,SI2,63.9,57.0,622.0,4.65,4.71,2.99 +5193,0.91,Very Good,G,VS2,62.7,63.0,3776.0,6.05,6.0,3.78 +3422,0.9,Very Good,I,VS2,63.2,54.0,3382.0,6.1,6.08,3.85 +24020,1.54,Ideal,F,SI1,61.9,56.0,12195.0,7.44,7.38,4.59 +36873,0.42,Ideal,E,VS2,62.3,55.0,958.0,4.77,4.83,2.99 +45904,0.52,Ideal,D,SI1,62.4,57.0,1720.0,5.18,5.14,3.22 +18951,1.21,Ideal,G,VS2,61.2,57.0,7792.0,6.9,6.85,4.21 +467,0.86,Premium,F,SI2,59.3,62.0,2818.0,6.36,6.22,3.73 +25213,1.51,Premium,G,VS1,62.5,58.0,13811.0,7.27,7.23,4.53 +33695,0.33,Ideal,G,VVS1,61.7,54.0,838.0,4.46,4.49,2.76 +9480,1.05,Ideal,H,SI2,61.8,58.0,4604.0,6.52,6.55,4.04 +23255,1.51,Very Good,E,SI1,61.4,60.0,11263.0,7.3,7.38,4.51 +38137,0.3,Premium,G,VVS1,62.4,57.0,1013.0,4.29,4.27,2.67 +53114,0.7,Ideal,I,VS1,61.9,56.0,2616.0,5.69,5.72,3.53 +45680,0.5,Ideal,E,VS2,61.3,55.0,1695.0,5.13,5.15,3.15 +44254,0.51,Good,D,SI1,63.6,57.0,1574.0,5.08,5.05,3.22 +45882,0.59,Ideal,G,SI1,61.8,56.0,1718.0,5.37,5.39,3.32 +52638,0.24,Very Good,F,VVS2,62.8,58.0,552.0,3.95,3.98,2.49 +38196,0.5,Very Good,D,SI2,63.1,56.0,1015.0,5.05,4.96,3.16 +486,0.73,Premium,D,SI1,61.7,55.0,2821.0,5.84,5.82,3.6 +35996,0.35,Ideal,H,IF,60.5,56.0,921.0,4.56,4.59,2.77 +10110,1.17,Fair,H,SI2,60.0,66.0,4717.0,6.86,6.78,4.09 +21538,1.51,Premium,I,VS1,60.0,58.0,9640.0,7.51,7.45,4.49 +632,0.82,Ideal,F,SI2,62.3,56.0,2841.0,5.96,6.02,3.73 +19831,1.03,Ideal,G,VVS1,62.0,56.0,8398.0,6.54,6.5,4.04 +25607,2.07,Premium,H,SI1,61.2,60.0,14476.0,8.2,8.12,4.99 +33667,0.3,Very Good,G,IF,58.4,62.0,835.0,4.4,4.43,2.58 +28777,0.33,Ideal,D,VS2,61.8,54.0,681.0,4.43,4.47,2.75 +42510,0.41,Ideal,F,VS2,61.5,56.0,1322.0,4.79,4.83,2.96 +11179,1.14,Ideal,I,SI1,62.2,56.0,4953.0,6.65,6.7,4.15 +36931,0.24,Very Good,F,VVS1,60.6,60.0,478.0,4.03,4.06,2.45 +28451,0.32,Ideal,D,VS2,62.1,53.0,671.0,4.42,4.44,2.75 +53474,0.76,Ideal,E,SI2,61.5,57.0,2680.0,5.83,5.87,3.6 +3863,0.72,Ideal,G,VS1,60.4,57.0,3478.0,5.81,5.84,3.52 +3743,0.3,Ideal,F,VS1,61.7,56.0,570.0,4.32,4.34,2.67 +26139,2.47,Ideal,J,SI2,62.1,57.0,15430.0,8.64,8.57,5.34 +14347,1.22,Ideal,I,SI1,62.6,57.0,5807.0,6.8,6.77,4.25 +50895,0.71,Premium,D,SI2,61.6,60.0,2317.0,5.7,5.64,3.49 +32038,0.3,Ideal,E,VVS2,62.2,54.4,779.0,4.3,4.32,2.68 +48534,0.71,Very Good,H,SI1,62.5,63.0,1986.0,5.66,5.63,3.53 +4715,0.28,Very Good,E,VVS2,64.0,54.0,572.0,4.11,4.17,2.65 +24564,2.18,Very Good,J,SI2,62.6,58.0,12853.0,8.23,8.25,5.16 +9314,1.06,Ideal,G,SI2,61.0,57.0,4578.0,6.56,6.61,4.02 +2742,0.61,Ideal,F,VVS2,61.4,56.0,3248.0,5.44,5.49,3.36 +45353,0.59,Premium,E,SI1,61.8,60.0,1664.0,5.33,5.39,3.31 +25350,2.01,Premium,F,SI2,61.3,58.0,14067.0,8.14,8.07,4.97 +12040,0.34,Premium,G,VS2,60.2,58.0,596.0,4.52,4.55,2.73 +38459,0.42,Premium,G,VVS2,61.6,60.0,1029.0,4.85,4.8,2.97 +15765,0.9,Ideal,G,VVS2,61.6,56.0,6302.0,6.2,6.23,3.83 +16420,1.03,Ideal,G,VS1,62.1,57.0,6558.0,6.44,6.47,4.01 +15871,1.0,Ideal,G,VS1,62.7,54.0,6349.0,6.37,6.42,4.01 +38797,0.31,Ideal,G,VVS1,61.6,56.0,1046.0,4.39,4.35,2.69 +10299,1.01,Very Good,I,SI1,62.9,58.0,4759.0,6.36,6.4,4.01 +50019,0.7,Very Good,F,SI1,59.8,60.0,2196.0,5.75,5.83,3.46 +9938,0.9,Very Good,D,SI1,62.4,61.0,4693.0,6.13,6.17,3.84 +13613,1.2,Good,I,VS1,57.8,61.0,5570.0,7.02,6.96,4.04 +38128,0.3,Ideal,G,VVS1,61.7,57.0,1013.0,4.32,4.3,2.66 +53834,0.72,Ideal,F,SI1,61.7,54.0,2737.0,5.77,5.8,3.57 +20368,1.21,Ideal,G,VS1,62.7,54.0,8759.0,6.79,6.83,4.27 +38929,0.48,Very Good,I,VS1,62.4,55.0,1053.0,4.99,5.03,3.12 +28618,0.3,Premium,E,SI1,61.3,60.0,675.0,4.28,4.24,2.61 +27794,0.37,Very Good,G,VS2,62.8,60.0,649.0,4.55,4.59,2.87 +21034,0.31,Premium,F,VS2,59.0,59.0,625.0,4.44,4.47,2.63 +34582,0.5,Fair,E,SI2,68.6,56.0,871.0,4.87,4.75,3.3 +5913,0.9,Premium,F,SI1,61.7,62.0,3936.0,6.19,6.13,3.8 +26403,2.01,Very Good,I,VS2,59.6,62.0,15919.0,8.17,8.25,4.89 +30890,0.42,Very Good,E,SI1,60.0,61.0,743.0,4.85,4.88,2.92 +22423,1.57,Very Good,I,VS2,60.3,58.0,10447.0,7.58,7.55,4.56 +28749,0.31,Ideal,E,VS2,61.0,56.0,680.0,4.38,4.41,2.68 +10422,1.22,Good,H,SI2,61.5,64.0,4782.0,6.93,6.87,4.25 +26590,2.03,Premium,I,VS2,60.5,62.0,16309.0,8.22,8.17,4.96 +39840,0.52,Ideal,H,SI1,61.9,56.0,1098.0,5.16,5.22,3.2 +8683,1.1,Good,G,SI2,60.5,61.0,4457.0,6.69,6.74,4.06 +51616,0.71,Very Good,H,VS2,62.6,59.0,2395.0,5.66,5.68,3.55 +37679,0.42,Ideal,H,VS2,62.9,56.0,992.0,4.79,4.72,2.99 +44836,0.52,Very Good,E,VS2,61.5,58.0,1625.0,5.18,5.24,3.2 +10066,0.32,Premium,H,SI1,63.0,59.0,591.0,4.37,4.33,2.74 +5430,1.08,Ideal,G,SI2,62.7,54.0,3825.0,6.63,6.57,4.14 +49948,0.58,Very Good,F,VVS2,62.6,56.0,2189.0,5.37,5.27,3.33 +17682,1.44,Very Good,H,SI2,58.2,61.0,7128.0,7.45,7.51,4.35 +46606,0.54,Premium,D,SI1,62.0,55.0,1786.0,5.24,5.21,3.24 +20562,1.55,Very Good,G,SI2,61.9,60.0,8873.0,7.31,7.36,4.54 +52072,0.71,Very Good,E,SI1,61.9,56.0,2455.0,5.68,5.72,3.53 +39064,0.36,Ideal,F,VVS2,61.4,56.0,1059.0,4.61,4.64,2.84 +7349,0.79,Very Good,D,VS1,62.4,60.0,4213.0,5.86,5.88,3.66 +11471,1.02,Very Good,I,VS2,62.1,59.0,5013.0,6.37,6.44,3.98 +47600,0.52,Ideal,G,VVS2,61.6,56.0,1878.0,5.18,5.15,3.18 +46314,0.3,Ideal,G,VS2,62.3,56.0,526.0,4.27,4.3,2.67 +25109,1.69,Ideal,I,VS2,60.5,56.0,13645.0,7.74,7.77,4.69 +52607,0.83,Premium,E,SI2,62.0,61.0,2544.0,6.05,5.98,3.73 +33759,0.4,Fair,G,SI1,64.7,55.0,840.0,4.68,4.65,3.02 +21875,1.21,Very Good,G,VVS2,59.3,58.0,9942.0,7.01,7.05,4.17 +5141,1.0,Very Good,E,SI2,63.2,56.0,3763.0,6.4,6.32,4.02 +5547,1.02,Ideal,J,SI1,62.8,54.0,3856.0,6.46,6.43,4.05 +48782,0.58,Very Good,G,VVS2,59.1,59.6,2021.0,5.39,5.42,3.19 +40006,0.41,Ideal,F,VS2,61.9,56.0,1107.0,4.76,4.74,2.94 +12499,1.2,Very Good,I,SI1,63.2,58.0,5257.0,6.71,6.75,4.25 +9376,0.32,Premium,D,SI1,60.2,58.0,589.0,4.4,4.43,2.66 +40234,0.39,Premium,D,VS1,61.7,59.0,1123.0,4.69,4.64,2.88 +8747,0.91,Good,G,VVS2,64.1,58.0,4464.0,6.1,6.06,3.9 +31670,0.4,Premium,F,SI1,61.7,59.0,769.0,4.75,4.72,2.92 +18795,1.2,Ideal,G,VVS2,61.7,57.0,7688.0,6.84,6.79,4.2 +12092,1.17,Very Good,E,SI2,62.5,59.0,5163.0,6.65,6.7,4.17 +8021,1.05,Ideal,H,SI2,61.2,57.0,4331.0,6.54,6.59,4.02 +38088,0.3,Ideal,E,VVS2,61.7,55.0,1013.0,4.31,4.28,2.65 +9815,0.91,Very Good,H,VS1,59.4,63.0,4670.0,6.32,6.28,3.74 +25290,1.51,Very Good,F,VS2,61.9,63.0,13945.0,7.35,7.26,4.52 +26243,2.18,Very Good,I,SI2,58.9,60.0,15684.0,8.51,8.55,5.02 +15260,1.19,Very Good,G,SI1,62.8,57.0,6127.0,6.71,6.77,4.23 +39649,0.38,Very Good,F,VVS1,61.7,56.0,1087.0,4.63,4.66,2.86 +17494,1.05,Ideal,G,VS2,61.7,57.0,7028.0,6.56,6.53,4.04 +7400,0.33,Premium,I,VVS2,62.2,59.0,579.0,4.41,4.47,2.76 +44906,0.54,Ideal,H,VS1,61.6,59.0,1630.0,5.22,5.24,3.22 +299,1.01,Fair,E,SI2,67.4,60.0,2797.0,6.19,6.05,4.13 +29154,0.41,Very Good,J,VS1,61.8,56.0,693.0,4.75,4.79,2.95 +43840,0.52,Very Good,D,SI1,63.2,57.0,1446.0,5.11,5.15,3.24 +3718,0.91,Premium,H,SI2,60.9,61.0,3453.0,6.24,6.18,3.78 +37798,0.41,Ideal,G,VVS1,61.8,55.0,1000.0,4.76,4.79,2.95 +27282,2.17,Ideal,I,SI1,60.7,57.0,17747.0,8.38,8.42,5.1 +40901,0.45,Ideal,H,VVS1,61.8,57.0,1178.0,4.92,4.95,3.05 +34558,0.38,Very Good,H,VS2,60.4,56.0,871.0,4.71,4.73,2.85 +4567,1.0,Good,G,SI2,61.4,61.0,3646.0,6.32,6.35,3.89 +21081,1.01,Ideal,E,VVS2,62.8,56.0,9254.0,6.39,6.34,4.0 +2172,0.71,Ideal,D,VS2,61.2,56.0,3135.0,5.76,5.78,3.53 +24416,1.51,Premium,E,SI1,58.6,62.0,12655.0,7.58,7.53,4.43 +50896,0.51,Ideal,E,VVS1,62.4,55.0,2317.0,5.08,5.12,3.18 +28015,0.3,Ideal,E,VS2,62.6,54.0,658.0,4.29,4.33,2.7 +32414,0.41,Good,D,SI1,63.1,59.0,791.0,4.7,4.71,2.97 +26856,1.71,Premium,F,VS2,60.8,58.0,16779.0,7.79,7.7,4.71 +7461,1.05,Premium,H,SI2,63.0,59.0,4234.0,6.48,6.44,4.07 +22330,1.5,Fair,D,SI1,65.1,59.0,10374.0,7.1,7.01,4.59 +3878,1.01,Fair,H,SI1,64.4,59.0,3482.0,6.22,6.17,3.99 +46346,0.7,Good,E,SI2,56.9,63.0,1758.0,5.78,5.71,3.27 +35,0.23,Very Good,D,VS1,61.9,58.0,402.0,3.92,3.96,2.44 +49357,0.71,Very Good,I,SI1,62.0,56.0,2098.0,5.69,5.72,3.54 +38628,0.31,Good,H,VS2,63.2,57.0,489.0,4.32,4.35,2.74 +25477,1.85,Ideal,I,VVS2,62.4,57.0,14245.0,7.91,7.86,4.92 +52269,0.91,Fair,D,I1,66.2,57.0,2491.0,6.0,5.94,3.95 +33206,0.33,Ideal,G,VVS1,61.4,55.0,820.0,4.46,4.48,2.74 +35260,0.3,Ideal,E,VVS1,60.6,57.0,895.0,4.33,4.35,2.63 +50302,0.27,Very Good,E,VVS1,60.0,58.0,544.0,4.21,4.22,2.53 +17752,1.31,Good,G,SI1,63.4,56.5,7147.0,6.87,6.97,4.4 +49608,0.71,Very Good,F,SI2,60.5,62.0,2138.0,5.75,5.79,3.49 +4317,0.9,Good,E,SI2,63.7,63.0,3595.0,6.05,6.1,3.87 +9463,1.51,Very Good,J,I1,63.3,57.0,4600.0,7.31,7.23,4.6 +9200,0.95,Ideal,G,VS2,61.6,56.0,4549.0,6.34,6.3,3.89 +36126,0.33,Ideal,F,VS1,61.2,56.0,928.0,4.49,4.46,2.74 +51370,0.3,Very Good,D,VVS2,60.6,58.0,2366.0,4.33,4.35,2.63 +48017,0.63,Premium,H,VS1,62.9,60.0,1921.0,5.45,5.33,3.39 +49806,0.73,Fair,F,SI2,53.4,65.0,2164.0,6.19,6.15,3.3 +33212,0.36,Very Good,G,VS1,60.7,57.1,821.0,4.57,4.65,2.79 +5721,0.25,Very Good,E,VVS2,60.9,59.0,575.0,4.03,4.11,2.48 +14069,0.3,Very Good,F,VS2,62.8,56.0,605.0,4.29,4.31,2.7 +50154,0.71,Premium,G,SI1,58.5,58.0,2215.0,5.87,5.82,3.42 +43503,0.43,Ideal,F,VVS1,62.1,55.0,1422.0,4.85,4.81,3.0 +34043,0.3,Ideal,G,IF,62.2,56.0,850.0,4.26,4.29,2.66 +1215,0.83,Very Good,F,SI2,61.9,56.0,2939.0,5.99,6.02,3.72 +36980,0.38,Ideal,F,VVS2,62.0,55.0,963.0,4.66,4.7,2.9 +7463,0.9,Premium,H,VS1,62.1,59.0,4234.0,6.14,6.09,3.8 +41626,0.29,Ideal,F,VS2,61.6,56.0,504.0,4.28,4.32,2.65 +11154,0.97,Ideal,H,VS2,62.9,56.0,4943.0,6.35,6.31,3.98 +53539,0.7,Ideal,H,VS1,61.8,56.0,2691.0,5.69,5.72,3.53 +2739,0.52,Ideal,D,VVS1,62.0,57.0,3247.0,5.17,5.15,3.2 +47279,0.55,Ideal,H,VVS1,61.7,55.0,1845.0,5.27,5.3,3.27 +6126,1.21,Fair,J,SI2,64.6,59.0,3984.0,6.74,6.64,4.32 +4315,0.73,Ideal,G,VS2,61.6,56.0,3595.0,5.8,5.83,3.58 +7511,0.9,Ideal,D,SI2,60.8,56.0,4241.0,6.24,6.26,3.8 +26868,2.03,Ideal,I,VS2,62.7,57.0,16792.0,8.02,8.05,5.04 +21018,1.56,Very Good,I,VS2,59.7,60.0,9231.0,7.53,7.58,4.51 +7103,1.06,Ideal,I,SI2,61.3,56.0,4167.0,6.59,6.55,4.03 +46146,0.5,Premium,G,VS1,59.8,58.0,1746.0,5.19,5.15,3.09 +29699,0.31,Premium,H,VVS1,62.1,58.0,707.0,4.33,4.36,2.7 +1168,0.77,Very Good,H,VS1,63.3,57.0,2927.0,5.79,5.83,3.68 +44925,0.58,Ideal,G,VS2,62.3,53.7,1632.0,5.35,5.38,3.34 +19411,1.22,Ideal,G,VS2,62.0,55.0,8067.0,6.91,6.83,4.26 +13543,1.14,Premium,G,SI1,62.3,59.0,5548.0,6.66,6.69,4.16 +11967,1.0,Ideal,H,VS2,62.5,56.0,5139.0,6.41,6.33,3.98 +34488,0.43,Premium,G,VS2,61.2,58.0,867.0,4.84,4.9,2.98 +3926,0.74,Ideal,E,SI1,60.8,56.0,3497.0,5.85,5.89,3.57 +18750,1.7,Ideal,H,SI2,62.9,57.0,7664.0,7.59,7.55,4.76 +40039,0.52,Good,H,SI1,63.1,57.0,1111.0,5.09,5.14,3.23 +31204,0.32,Premium,D,SI1,60.4,58.0,756.0,4.47,4.44,2.69 +49224,0.61,Very Good,G,VS1,62.7,57.0,2082.0,5.36,5.43,3.38 +26180,2.01,Premium,I,VS2,62.1,59.0,15520.0,8.06,7.98,4.98 +44867,0.73,Good,E,I1,56.9,60.0,1628.0,5.98,5.93,3.39 +5251,1.0,Premium,J,VS2,60.3,58.0,3790.0,6.49,6.44,3.9 +41686,0.5,Premium,E,SI2,61.4,58.0,1240.0,5.11,5.09,3.13 +25058,2.01,Premium,J,VS2,61.5,60.0,13572.0,8.13,8.07,4.98 +47182,0.51,Ideal,F,VS1,61.3,54.0,1836.0,5.23,5.12,3.17 +37878,0.42,Very Good,E,VS1,62.9,57.0,1005.0,4.75,4.79,3.0 +40783,0.4,Very Good,D,VVS2,62.6,55.0,1168.0,4.7,4.72,2.95 +22671,2.38,Premium,J,SI2,60.6,59.0,10716.0,8.66,8.63,5.24 +16558,1.33,Premium,H,VS2,59.9,60.0,6614.0,7.13,7.09,4.26 +38634,0.31,Very Good,H,VS2,63.0,57.0,489.0,4.32,4.34,2.73 +31146,0.41,Ideal,E,SI1,62.1,54.0,755.0,4.76,4.81,2.97 +48984,0.24,Very Good,F,VVS2,61.9,56.0,538.0,4.0,4.02,2.48 +9587,0.82,Ideal,D,VS2,61.9,56.0,4628.0,5.98,6.03,3.72 +39512,0.32,Ideal,E,VVS2,62.0,55.0,1080.0,4.4,4.38,2.72 +26208,1.53,Ideal,F,VS1,61.5,59.0,15592.0,7.38,7.46,4.56 +53082,1.02,Ideal,J,SI2,61.6,55.0,2611.0,6.49,6.43,3.98 +4953,1.01,Ideal,I,SI2,61.9,55.0,3733.0,6.45,6.38,3.97 +12319,1.28,Very Good,F,SI2,62.5,55.0,5223.0,6.91,7.0,4.35 +32578,0.41,Ideal,G,VS2,60.7,56.0,801.0,4.77,4.82,2.91 +5548,1.02,Premium,J,SI1,61.8,58.0,3856.0,6.5,6.44,4.0 +19597,1.73,Good,E,I1,63.6,59.0,8220.0,7.56,7.6,4.82 +17339,1.0,Very Good,F,VS2,62.8,57.0,6957.0,6.29,6.35,3.97 +19054,1.59,Premium,J,SI1,62.5,60.0,7836.0,7.46,7.42,4.65 +21214,1.21,Very Good,G,VVS2,62.9,59.0,9358.0,6.68,6.74,4.22 +43263,0.3,Premium,J,VS1,62.6,60.0,506.0,4.28,4.22,2.66 +23675,1.63,Premium,G,SI1,61.0,59.0,11721.0,7.64,7.58,4.64 +42990,0.48,Fair,G,VVS2,65.0,54.0,1367.0,4.95,4.9,3.2 +2368,0.9,Very Good,I,SI1,61.8,58.0,3176.0,6.2,6.26,3.85 +15379,0.35,Good,I,SI1,63.6,56.0,606.0,4.53,4.5,2.87 +27273,2.31,Very Good,I,SI1,62.5,55.0,17715.0,8.39,8.44,5.26 +34870,0.3,Very Good,G,VVS2,63.2,57.0,878.0,4.27,4.24,2.69 +29709,0.31,Premium,G,VVS2,61.5,58.0,707.0,4.31,4.34,2.66 +24135,1.54,Premium,H,IF,62.5,58.0,12308.0,7.38,7.33,4.6 +15023,1.0,Premium,G,VS2,62.0,57.0,6048.0,6.43,6.37,3.97 +15618,1.01,Very Good,E,VS2,61.7,60.0,6265.0,6.36,6.45,3.95 +32809,0.34,Ideal,E,VS1,62.2,55.0,805.0,4.49,4.52,2.8 +48235,0.7,Ideal,J,SI1,60.1,59.0,1949.0,5.79,5.75,3.47 +49692,0.5,Ideal,F,VVS1,62.6,53.1,2145.0,5.08,5.11,3.19 +51427,0.7,Good,F,VS2,64.3,59.0,2373.0,5.6,5.56,3.59 +39591,0.46,Ideal,H,VS2,62.2,54.0,1083.0,4.95,4.97,3.09 +12198,1.01,Premium,H,VS2,61.0,61.0,5190.0,6.47,6.39,3.92 +4284,1.0,Premium,E,I1,60.9,61.0,3584.0,6.41,6.37,3.89 +11370,1.13,Good,F,SI2,56.5,62.0,4998.0,6.93,6.88,3.9 +47787,0.5,Ideal,G,VVS1,62.2,56.0,1897.0,5.08,5.11,3.17 +31991,0.3,Premium,F,VS2,62.5,58.0,776.0,4.28,4.26,2.67 +52679,0.75,Very Good,D,SI2,63.3,58.0,2551.0,5.76,5.8,3.66 +39964,0.59,Premium,H,SI1,62.2,59.0,1106.0,5.38,5.32,3.33 +22086,1.59,Very Good,I,VS2,60.5,63.0,10106.0,7.52,7.45,4.53 +24465,1.53,Ideal,H,VVS2,61.9,57.0,12731.0,7.35,7.39,4.56 +49402,0.6,Premium,G,VVS2,59.7,60.0,2105.0,5.55,5.5,3.3 +30322,0.36,Ideal,H,VVS2,62.3,57.0,726.0,4.52,4.57,2.83 +17361,1.01,Premium,G,VVS2,60.9,59.0,6968.0,6.59,6.54,4.0 +22569,1.58,Premium,I,VS1,61.1,59.0,10618.0,7.52,7.44,4.57 +6844,0.9,Very Good,F,VS2,62.7,62.0,4124.0,6.11,6.17,3.85 +7985,1.03,Good,H,SI1,63.1,56.0,4326.0,6.35,6.39,4.02 +29333,0.31,Premium,H,VS1,62.6,60.0,698.0,4.32,4.3,2.7 +15370,0.3,Premium,F,VS2,62.5,58.0,605.0,4.26,4.28,2.67 +12858,1.12,Very Good,G,SI1,61.1,59.0,5361.0,6.69,6.73,4.1 +30849,0.33,Premium,H,VS1,62.9,59.0,743.0,4.4,4.35,2.75 +22678,1.29,Ideal,F,VS1,62.3,54.4,10727.0,6.93,7.0,4.34 +22791,1.32,Premium,F,VS2,62.2,58.0,10814.0,7.03,6.95,4.35 +48830,0.52,Ideal,G,VVS1,62.0,55.0,2029.0,5.15,5.18,3.2 +37467,0.42,Premium,G,VS1,60.9,58.0,984.0,4.84,4.81,2.94 +12780,1.0,Good,E,SI1,58.2,61.0,5330.0,6.53,6.57,3.81 +31776,0.32,Ideal,F,VS2,61.9,55.0,773.0,4.45,4.41,2.74 +48414,0.76,Premium,G,SI2,62.6,55.0,1970.0,5.87,5.82,3.66 +37016,0.33,Premium,G,VVS2,60.9,57.0,965.0,4.5,4.43,2.72 +15797,1.29,Premium,I,VS2,60.4,58.0,6321.0,7.12,7.03,4.27 +40700,0.4,Ideal,E,VVS2,61.7,55.0,1158.0,4.74,4.76,2.93 +21820,1.51,Ideal,I,VS2,62.6,55.0,9891.0,7.29,7.34,4.58 +48525,0.54,Ideal,G,VVS2,62.1,56.0,1985.0,5.19,5.22,3.23 +41796,0.49,Fair,D,VS2,57.5,68.0,1249.0,5.18,5.11,2.96 +40798,0.43,Ideal,F,VVS2,62.2,55.0,1169.0,4.83,4.85,3.01 +23354,0.3,Ideal,I,SI1,62.5,58.0,422.0,4.25,4.29,2.67 +2813,0.7,Very Good,F,VS1,62.8,56.0,3265.0,5.64,5.66,3.55 +6133,1.39,Premium,I,I1,62.6,57.0,3985.0,7.15,7.1,4.46 +3965,0.9,Premium,F,SI2,62.2,61.0,3507.0,6.08,6.04,3.77 +45688,0.71,Premium,I,SI2,62.1,58.0,1696.0,5.7,5.67,3.53 +51779,0.61,Very Good,G,IF,63.0,58.0,2411.0,5.36,5.43,3.4 +28116,0.42,Ideal,F,SI2,62.1,56.0,663.0,4.8,4.83,2.99 +20435,1.25,Ideal,H,VVS2,60.8,57.0,8789.0,6.95,6.99,4.24 +47742,0.7,Premium,F,SI2,62.0,58.0,1890.0,5.7,5.64,3.52 +30602,0.3,Very Good,G,SI1,61.6,59.0,447.0,4.26,4.28,2.63 +5720,0.25,Very Good,E,VVS2,63.0,57.0,575.0,4.0,4.06,2.54 +25765,2.03,Good,H,SI2,59.6,61.0,14720.0,8.16,8.21,4.88 +31617,0.31,Ideal,I,SI2,62.0,54.1,372.0,4.32,4.35,2.69 +35751,0.3,Premium,D,VS2,62.9,58.0,911.0,4.26,4.23,2.67 +48970,0.34,Very Good,H,VS2,61.9,60.0,537.0,4.42,4.46,2.75 +43392,0.57,Ideal,I,VS2,61.8,57.0,1410.0,5.31,5.34,3.29 +26257,2.27,Ideal,I,SI2,63.0,54.0,15710.0,8.36,8.39,5.28 +24073,2.21,Very Good,J,SI2,60.6,62.0,12215.0,8.37,8.45,5.1 +34205,0.33,Premium,F,VS2,62.1,59.0,854.0,4.44,4.39,2.74 +33070,0.32,Ideal,H,IF,62.0,55.0,814.0,4.39,4.42,2.73 +4633,0.78,Very Good,D,VS2,62.2,56.0,3668.0,5.85,5.91,3.66 +35052,0.42,Ideal,I,VVS1,62.0,55.0,884.0,4.8,4.88,3.0 +34209,0.33,Premium,F,VS2,62.4,58.0,854.0,4.41,4.37,2.74 +38374,0.51,Ideal,J,SI1,62.5,58.0,1023.0,5.11,5.13,3.2 +6995,1.06,Premium,F,SI1,61.9,59.0,4155.0,6.57,6.52,4.05 +36096,0.32,Ideal,F,VVS1,61.7,56.0,926.0,4.4,4.42,2.72 +10949,1.07,Ideal,H,SI2,62.8,56.0,4899.0,6.5,6.56,4.1 +26362,0.32,Ideal,F,VS2,61.7,55.0,645.0,4.4,4.41,2.72 +51074,0.96,Good,I,I1,58.6,64.0,2333.0,6.34,6.26,3.69 +13762,1.2,Ideal,H,SI2,61.0,57.0,5610.0,6.84,6.9,4.19 +46646,0.3,Very Good,E,SI1,62.1,60.0,526.0,4.27,4.29,2.66 +10784,0.79,Ideal,F,VVS1,61.5,55.0,4858.0,5.98,5.95,3.67 +3723,0.36,Ideal,I,VS1,60.5,57.0,568.0,4.56,4.59,2.77 +45858,0.5,Premium,F,VS1,58.0,59.0,1715.0,5.3,5.22,3.05 +13368,0.24,Very Good,F,VS1,63.0,59.0,419.0,3.93,3.97,2.49 +26367,0.32,Ideal,G,VS1,60.9,56.0,645.0,4.41,4.45,2.7 +29052,0.4,Very Good,F,SI1,62.1,57.0,687.0,4.65,4.69,2.9 +31662,0.38,Ideal,G,VS2,62.1,54.5,768.0,4.64,4.69,2.9 +10918,1.11,Ideal,I,SI1,62.2,56.0,4890.0,6.62,6.65,4.13 +7056,0.33,Very Good,E,SI1,62.7,56.0,579.0,4.39,4.45,2.77 +21631,2.01,Ideal,J,SI1,62.8,58.0,9725.0,8.02,7.97,5.02 +1967,0.73,Ideal,G,SI1,61.2,57.0,3089.0,5.79,5.86,3.56 +53233,0.77,Good,F,SI1,63.2,57.0,2642.0,5.82,5.85,3.69 +43761,0.41,Ideal,F,IF,62.1,55.0,1439.0,4.76,4.81,2.97 +28732,0.31,Premium,E,VS2,61.0,58.0,680.0,4.37,4.39,2.67 +21449,2.0,Fair,H,SI2,68.7,55.0,9549.0,7.9,7.67,5.35 +20806,2.16,Ideal,F,I1,61.0,57.0,9036.0,8.4,8.32,5.1 +22011,1.52,Good,H,SI1,63.6,57.0,10078.0,7.3,7.25,4.63 +11511,1.01,Good,G,SI1,63.7,60.0,5021.0,6.28,6.32,4.01 +9304,1.03,Very Good,H,SI1,63.5,53.0,4573.0,6.43,6.46,4.09 +45348,0.59,Very Good,G,VS2,61.1,57.0,1664.0,5.4,5.43,3.31 +22268,1.23,Ideal,G,VVS2,62.2,55.0,10317.0,6.86,6.9,4.28 +17614,1.13,Very Good,F,VS1,61.6,58.0,7092.0,6.61,6.68,4.09 +25309,1.51,Ideal,E,VS2,59.8,59.0,13986.0,7.55,7.47,4.49 +49483,0.55,Ideal,G,VVS1,62.6,56.0,2116.0,5.24,5.27,3.29 +19610,1.59,Ideal,J,VVS2,60.3,57.0,8227.0,7.65,7.58,4.59 +33447,0.32,Ideal,G,VS1,62.9,57.0,828.0,4.4,4.37,2.76 +24678,1.52,Premium,G,VS1,61.4,58.0,13034.0,7.38,7.35,4.52 +32292,0.31,Premium,J,SI1,58.1,62.0,453.0,4.47,4.44,2.59 +9458,1.09,Very Good,D,SI2,62.2,59.0,4598.0,6.46,6.49,4.03 +2953,0.9,Very Good,H,SI2,62.1,56.0,3295.0,6.13,6.23,3.84 +53119,0.81,Good,I,VS2,63.8,58.0,2617.0,5.84,5.89,3.74 +25558,1.5,Premium,E,VS2,59.5,58.0,14386.0,7.53,7.46,4.46 +12722,1.04,Ideal,G,SI1,61.9,56.0,5311.0,6.46,6.5,4.01 +3254,0.9,Good,H,SI1,63.8,58.0,3357.0,6.05,6.12,3.88 +37896,0.41,Ideal,D,VS2,62.4,54.0,1007.0,4.74,4.78,2.97 +743,0.33,Ideal,G,SI2,61.9,56.0,557.0,4.45,4.41,2.74 +8668,0.9,Premium,G,SI1,60.6,57.0,4455.0,6.28,6.2,3.78 +17688,1.06,Premium,G,VS1,62.8,56.0,7130.0,6.52,6.47,4.08 +41154,0.43,Very Good,D,VS1,61.2,58.0,1199.0,4.82,4.88,2.97 +47049,0.59,Ideal,D,SI1,62.5,55.0,1820.0,5.35,5.4,3.36 +9212,1.28,Premium,J,SI2,62.3,58.0,4553.0,6.89,6.94,4.31 +5592,0.9,Ideal,I,VS1,62.9,58.0,3867.0,6.13,6.18,3.87 +50456,0.7,Good,D,SI2,63.3,56.0,2264.0,5.6,5.65,3.56 +2863,0.95,Ideal,J,SI1,63.0,56.0,3275.0,6.32,6.26,3.96 +11500,1.02,Very Good,F,SI1,61.9,58.0,5019.0,6.43,6.49,4.0 +14653,1.65,Fair,J,SI1,61.6,66.0,5914.0,7.61,7.47,4.66 +10492,1.16,Ideal,H,SI2,61.9,56.0,4797.0,6.73,6.77,4.18 +46438,0.59,Very Good,D,SI1,63.1,61.0,1771.0,5.35,5.3,3.36 +48231,0.57,Ideal,E,VS2,62.9,57.0,1949.0,5.29,5.26,3.32 +35728,0.3,Ideal,D,VS2,62.3,54.0,911.0,4.34,4.29,2.69 +32510,0.4,Good,E,SI2,64.2,57.0,798.0,4.7,4.68,3.01 +12491,1.02,Fair,F,SI1,64.8,59.0,5255.0,6.33,6.23,4.07 +14361,1.03,Premium,G,VS2,62.2,56.0,5814.0,6.51,6.48,4.04 +18749,1.15,Very Good,D,VS2,61.4,57.0,7662.0,6.7,6.78,4.14 +3132,0.73,Ideal,E,VS1,62.8,57.0,3327.0,5.75,5.78,3.62 +23143,1.51,Premium,H,VS1,61.0,60.0,11161.0,7.29,7.34,4.46 +14476,1.0,Ideal,F,VS2,62.0,55.0,5844.0,6.43,6.48,4.0 +4096,0.9,Very Good,I,VS2,62.1,61.0,3535.0,6.08,6.12,3.79 +9243,1.01,Ideal,H,SI1,62.4,53.0,4559.0,6.42,6.47,4.02 +19434,1.01,Very Good,F,VS1,62.6,56.0,8081.0,6.39,6.36,3.99 +36419,0.42,Premium,D,SI1,63.0,59.0,942.0,4.79,4.77,3.01 +3606,1.0,Fair,J,SI1,64.9,58.0,3427.0,6.29,6.23,4.06 +14727,0.3,Ideal,G,VS1,62.2,55.0,605.0,4.28,4.31,2.67 +24235,2.0,Ideal,J,SI1,62.4,54.0,12433.0,8.02,8.09,5.03 +53779,0.72,Very Good,G,VS2,62.5,59.0,2728.0,5.69,5.71,3.56 +48272,0.53,Premium,D,VS2,61.5,58.0,1956.0,5.24,5.2,3.21 +43897,0.35,Ideal,I,VS2,61.4,55.0,509.0,4.54,4.58,2.8 +20152,1.03,Ideal,G,VVS1,62.4,57.0,8608.0,6.47,6.39,4.01 +21427,1.5,Ideal,I,VS1,62.8,57.0,9533.0,7.24,7.28,4.56 +16058,1.27,Premium,I,VS1,62.2,59.0,6415.0,6.87,6.92,4.29 +46275,0.4,Ideal,D,VVS1,61.8,55.0,1754.0,4.72,4.76,2.93 +25611,1.51,Ideal,E,VS2,62.7,57.0,14482.0,7.31,7.26,4.57 +14033,1.02,Premium,F,VS2,63.0,60.0,5704.0,6.41,6.35,4.02 +51871,0.71,Ideal,F,SI1,61.4,55.0,2427.0,5.75,5.82,3.55 +32611,0.26,Ideal,G,VS1,61.4,56.0,456.0,4.12,4.16,2.54 +52643,0.24,Very Good,E,VVS2,60.8,58.0,552.0,3.99,4.03,2.44 +16514,1.0,Ideal,E,VS2,61.6,57.0,6600.0,6.38,6.44,3.95 +33666,0.35,Very Good,E,VVS1,63.0,59.0,835.0,4.44,4.48,2.81 +29369,0.31,Ideal,G,VS2,62.9,56.0,698.0,4.34,4.28,2.71 +41144,0.56,Ideal,H,SI1,61.7,56.0,1197.0,5.26,5.3,3.26 +3356,0.8,Very Good,G,VS1,63.5,57.0,3381.0,5.87,5.91,3.74 +42330,0.6,Ideal,I,SI1,60.7,58.0,1295.0,5.43,5.45,3.3 +26638,1.5,Premium,E,VS1,60.3,60.0,16409.0,7.34,7.43,4.45 +3740,0.41,Good,G,SI2,63.7,55.0,570.0,4.7,4.75,3.01 +18630,1.02,Premium,G,VVS2,62.2,60.0,7602.0,6.39,6.43,3.99 +24674,2.44,Premium,I,SI2,61.4,56.0,13027.0,8.74,8.7,5.35 +50372,0.71,Premium,D,SI1,58.1,61.0,2249.0,5.81,5.79,3.37 +26579,2.02,Ideal,F,SI2,61.3,57.0,16290.0,8.11,8.16,4.99 +50484,0.7,Ideal,G,SI2,62.6,56.0,2268.0,5.69,5.66,3.55 +26083,2.24,Ideal,J,VS2,61.8,54.0,15316.0,8.41,8.36,5.18 +48359,0.56,Ideal,D,VS2,61.2,56.0,1963.0,5.3,5.35,3.26 +46311,0.3,Very Good,G,VS2,63.0,55.0,526.0,4.29,4.31,2.71 +5394,0.3,Premium,D,SI2,62.3,58.0,574.0,4.32,4.29,2.68 +15469,1.0,Good,H,VVS2,63.7,52.0,6194.0,6.41,6.36,4.07 +2507,0.71,Ideal,F,VS1,61.1,56.0,3199.0,5.71,5.74,3.5 +18393,1.2,Ideal,H,VS1,60.8,58.0,7473.0,6.85,6.91,4.18 +18991,1.03,Premium,E,VS1,59.6,59.0,7817.0,6.59,6.57,3.92 +51940,0.72,Very Good,I,VS1,63.8,59.0,2441.0,5.63,5.71,3.62 +13843,1.0,Good,D,SI1,64.2,56.0,5642.0,6.23,6.29,4.02 +38227,0.4,Ideal,H,VVS1,61.4,57.0,1017.0,4.74,4.81,2.93 +42120,0.5,Fair,F,VS2,55.8,60.0,1279.0,5.31,5.27,2.95 +16367,0.33,Very Good,D,SI1,60.0,59.0,608.0,4.47,4.5,2.69 +6624,1.02,Very Good,I,SI2,62.6,56.0,4084.0,6.41,6.44,4.02 +23566,1.57,Premium,H,VS2,61.0,59.0,11575.0,7.54,7.5,4.59 +9860,1.18,Good,G,SI1,64.2,62.0,4678.0,6.6,6.51,4.25 +8047,0.25,Ideal,G,VVS1,62.6,55.0,582.0,4.03,4.04,2.52 +22637,1.51,Ideal,H,VS2,62.6,57.0,10685.0,7.37,7.33,4.6 +40467,0.32,Ideal,D,VVS1,61.9,56.0,1140.0,4.39,4.36,2.71 +698,0.71,Premium,E,SI1,62.7,58.0,2853.0,5.73,5.66,3.57 +3119,0.79,Ideal,H,VVS2,62.0,55.9,3324.0,5.88,5.95,3.67 +45276,0.54,Very Good,D,SI1,62.1,58.0,1662.0,5.21,5.23,3.24 +52482,0.73,Premium,I,VVS2,61.5,58.0,2519.0,5.78,5.73,3.54 +53873,0.74,Premium,H,VS1,60.6,60.0,2744.0,5.91,5.84,3.56 +35359,0.42,Premium,D,SI2,60.8,59.0,898.0,4.83,4.77,2.92 +12826,1.07,Ideal,G,SI1,61.9,55.0,5347.0,6.57,6.62,4.08 +7940,1.05,Premium,G,SI2,61.6,60.0,4318.0,6.56,6.49,4.02 +26746,2.0,Good,I,VS2,63.3,56.0,16544.0,7.98,8.03,5.07 +18518,1.08,Premium,E,VS2,59.4,59.0,7548.0,6.71,6.68,3.98 +32781,0.34,Ideal,I,VVS1,61.8,56.0,803.0,4.5,4.47,2.77 +24939,2.17,Premium,J,SI2,62.3,60.0,13395.0,8.33,8.2,5.15 +22231,1.26,Very Good,F,VS1,62.5,58.0,10284.0,6.83,6.94,4.3 +25017,2.22,Premium,F,SI2,59.2,59.0,13553.0,8.54,8.46,5.03 +34286,0.26,Very Good,H,VVS1,62.5,58.0,468.0,4.08,4.11,2.56 +12203,1.23,Very Good,I,SI2,62.6,59.0,5191.0,6.78,6.86,4.27 +41852,0.53,Ideal,G,SI1,62.0,60.0,1255.0,5.18,5.2,3.22 +16002,1.27,Ideal,I,VS2,62.6,57.0,6401.0,6.92,6.88,4.32 +3401,0.3,Premium,I,VS1,61.6,61.0,567.0,4.28,4.23,2.62 +10654,1.01,Ideal,H,SI1,62.6,55.0,4836.0,6.43,6.39,4.01 +21238,1.71,Premium,I,VS2,62.4,61.0,9384.0,7.67,7.59,4.76 +30376,0.43,Very Good,G,SI2,61.3,56.2,729.0,4.87,4.89,2.99 +8767,0.71,Ideal,E,VVS2,62.0,56.0,4467.0,5.71,5.74,3.55 +44896,0.5,Very Good,E,VS2,63.5,58.0,1629.0,5.07,5.04,3.21 +41534,0.42,Ideal,G,VVS1,61.2,57.0,1235.0,4.82,4.78,2.94 +16085,1.49,Fair,H,I1,66.9,61.0,6425.0,6.93,6.89,4.62 +43501,0.54,Ideal,E,SI1,61.3,56.0,1422.0,5.22,5.25,3.21 +35095,0.3,Ideal,F,IF,62.3,57.0,886.0,4.29,4.31,2.68 +45050,0.47,Premium,E,VS1,61.8,58.0,1640.0,5.03,4.97,3.09 +37809,0.35,Ideal,G,IF,61.7,55.0,1001.0,4.52,4.55,2.8 +32365,0.35,Very Good,E,VS1,59.7,59.0,790.0,4.59,4.62,2.75 +15082,1.11,Very Good,H,VS1,63.2,57.0,6061.0,6.61,6.53,4.15 +18811,1.06,Good,F,VS1,58.5,57.0,7699.0,6.68,6.73,3.92 +49167,0.71,Good,F,SI2,63.6,60.0,2072.0,5.64,5.61,3.58 +46269,0.54,Ideal,E,VS2,60.5,56.0,1754.0,5.26,5.28,3.19 +1234,0.81,Very Good,F,SI2,62.7,58.0,2942.0,5.92,5.95,3.72 +13656,1.27,Premium,I,SI1,60.9,59.0,5588.0,6.94,6.99,4.24 +36728,0.32,Premium,G,IF,59.9,58.0,954.0,4.42,4.43,2.65 +34347,0.36,Ideal,F,VS1,60.1,56.0,862.0,4.65,4.69,2.8 +37309,0.31,Ideal,F,IF,62.2,56.0,979.0,4.31,4.34,2.69 +18263,1.51,Premium,J,VS2,59.6,60.0,7418.0,7.48,7.58,4.49 +23979,2.1,Good,H,SI1,63.7,61.0,12121.0,8.1,8.07,5.15 +53098,0.71,Ideal,F,SI2,62.1,55.7,2614.0,5.7,5.75,3.56 +52288,0.71,Ideal,E,SI1,61.7,56.0,2494.0,5.74,5.77,3.55 +20718,0.31,Good,G,VS1,63.7,56.0,625.0,4.27,4.3,2.73 +12871,1.09,Ideal,D,SI2,62.4,57.0,5364.0,6.55,6.6,4.1 +32053,0.35,Ideal,D,SI1,61.5,56.0,780.0,4.54,4.57,2.8 +1123,0.71,Ideal,H,VVS1,62.1,54.0,2918.0,5.7,5.76,3.56 +42355,0.38,Ideal,E,IF,61.4,55.0,1300.0,4.68,4.7,2.88 +36277,0.3,Ideal,G,SI1,62.3,56.0,477.0,4.27,4.3,2.67 +19158,1.11,Ideal,G,VS1,62.1,57.0,7917.0,6.61,6.63,4.11 +3236,0.76,Ideal,D,VS1,61.1,54.0,3353.0,5.86,5.89,3.59 +29086,0.36,Premium,G,SI1,62.0,59.0,689.0,4.56,4.53,2.82 +13243,1.0,Good,D,SI1,64.9,53.0,5469.0,6.27,6.3,4.08 +38061,0.38,Ideal,D,VS2,61.8,56.0,1013.0,4.65,4.67,2.88 +42509,0.5,Ideal,I,VVS2,61.8,57.0,1322.0,5.09,5.11,3.15 +49961,0.3,Very Good,H,SI1,63.4,58.0,540.0,4.24,4.21,2.68 +42102,0.51,Ideal,F,SI1,62.8,57.0,1274.0,5.09,5.07,3.19 +797,0.7,Ideal,H,VS2,61.1,57.0,2862.0,5.71,5.74,3.5 +6630,0.92,Good,D,SI1,63.6,57.0,4086.0,6.14,6.09,3.89 +8008,0.9,Very Good,H,VS2,62.3,59.0,4328.0,6.1,6.17,3.82 +48626,0.7,Good,E,SI1,64.4,58.0,2000.0,5.48,5.52,3.54 +35331,0.33,Ideal,E,VVS2,60.7,55.0,898.0,4.49,4.5,2.73 +3200,0.92,Very Good,I,SI1,63.7,58.0,3345.0,6.12,6.18,3.92 +14282,1.24,Very Good,J,VS1,62.1,58.0,5783.0,6.85,6.96,4.29 +23755,1.52,Ideal,H,SI1,61.3,56.0,11797.0,7.39,7.44,4.54 +13026,0.26,Premium,H,VVS1,62.5,58.0,600.0,4.11,4.08,2.56 +5405,0.95,Premium,I,VS2,62.9,57.0,3818.0,6.24,6.19,3.91 +12062,1.01,Ideal,F,SI2,62.4,54.0,5154.0,6.41,6.44,4.01 +43672,0.5,Premium,D,SI1,62.4,60.0,1436.0,5.07,5.09,3.17 +3367,0.25,Very Good,G,VS2,63.0,54.0,407.0,4.04,4.06,2.55 +11354,1.01,Premium,E,SI1,59.9,59.0,4991.0,6.49,6.46,3.88 +389,0.7,Good,E,SI1,63.5,59.0,2812.0,5.49,5.53,3.5 +27434,2.28,Premium,H,SI2,62.1,59.0,18055.0,8.44,8.4,5.23 +35541,0.33,Ideal,E,VVS1,60.7,57.0,906.0,4.46,4.5,2.72 +29588,0.45,Ideal,E,SI2,61.5,55.0,706.0,4.92,4.97,3.04 +31467,0.34,Premium,I,VVS2,61.5,60.0,765.0,4.49,4.45,2.75 +35423,0.4,Premium,G,SI1,62.8,60.0,900.0,4.7,4.66,2.94 +5877,0.91,Good,F,SI1,63.7,58.0,3924.0,6.09,6.02,3.86 +22415,1.29,Premium,F,VS1,59.3,60.0,10437.0,7.14,7.1,4.22 +34435,0.3,Ideal,G,IF,61.0,57.0,863.0,4.31,4.34,2.64 +2554,0.9,Very Good,H,SI2,61.5,59.0,3208.0,6.15,6.2,3.8 +41673,0.54,Ideal,J,VS1,61.0,56.1,1240.0,5.25,5.28,3.21 +23154,1.61,Premium,H,SI1,60.8,56.0,11169.0,7.61,7.58,4.62 +26234,1.7,Premium,E,SI1,62.3,57.0,15662.0,7.68,7.6,4.76 +41806,0.51,Premium,G,SI1,62.0,56.0,1250.0,5.14,5.12,3.18 +33338,0.41,Ideal,G,VS2,61.4,54.0,827.0,4.77,4.84,2.95 +4824,0.9,Premium,F,SI2,62.3,57.0,3704.0,6.18,6.15,3.84 +22547,1.41,Ideal,G,VS2,60.8,55.0,10581.0,7.27,7.2,4.4 +29723,0.31,Very Good,G,VVS2,62.1,56.0,707.0,4.27,4.33,2.67 +12417,1.29,Ideal,J,SI1,61.6,57.0,5237.0,7.0,7.06,4.33 +23481,1.51,Premium,G,VS2,60.4,58.0,11480.0,7.38,7.43,4.47 +43140,0.58,Good,G,SI1,63.8,56.0,1388.0,5.3,5.33,3.39 +15481,1.23,Ideal,H,SI2,62.1,56.0,6199.0,6.85,6.82,4.24 +39752,0.43,Ideal,H,VVS1,62.3,54.0,1094.0,4.84,4.85,3.02 +9880,1.04,Very Good,H,SI1,59.7,60.0,4682.0,6.55,6.58,3.92 +11618,1.08,Ideal,I,SI1,62.6,53.9,5049.0,6.51,6.56,4.09 +50824,0.71,Good,F,SI1,63.7,58.0,2308.0,5.65,5.62,3.59 +44010,0.3,Premium,F,SI2,61.3,58.0,394.0,4.28,4.33,2.64 +39015,0.43,Ideal,G,VVS2,61.9,55.0,1056.0,4.84,4.86,3.0 +25548,1.51,Premium,G,VS1,62.6,60.0,14375.0,7.19,7.28,4.53 +44542,0.53,Ideal,H,VS2,61.7,54.0,1604.0,5.23,5.2,3.22 +48025,0.7,Good,J,VVS2,64.3,56.0,1922.0,5.57,5.63,3.6 +43590,0.57,Ideal,F,SI2,62.7,56.0,1432.0,5.32,5.27,3.32 +46982,0.55,Premium,D,SI1,61.9,60.0,1815.0,5.23,5.14,3.21 +9350,1.11,Very Good,H,SI2,59.0,59.0,4584.0,6.79,6.82,4.02 +10424,1.01,Ideal,G,SI2,61.5,57.0,4783.0,6.43,6.45,3.96 +33302,0.51,Premium,E,I1,58.0,60.0,826.0,5.29,5.23,3.05 +43463,0.56,Ideal,I,VS2,62.2,57.0,1417.0,5.27,5.28,3.28 +46092,0.96,Fair,H,I1,64.3,59.0,1739.0,6.38,5.88,3.98 +28258,0.33,Premium,F,VS2,62.2,58.0,666.0,4.43,4.44,2.76 +49561,0.67,Very Good,G,VS2,59.4,59.4,2131.0,5.71,5.8,3.41 +26389,2.01,Fair,H,VS2,66.1,53.0,15888.0,7.82,7.92,5.2 +38387,0.42,Ideal,E,VS2,62.3,55.0,1024.0,4.83,4.77,2.99 +12412,1.19,Good,I,SI1,63.7,57.2,5236.0,6.69,6.73,4.28 +26156,2.01,Good,H,SI1,63.9,59.0,15467.0,7.81,7.91,5.02 +36187,0.43,Very Good,D,VS2,59.1,58.0,931.0,4.92,4.96,2.92 +655,1.01,Good,I,I1,63.1,57.0,2844.0,6.35,6.39,4.02 +6395,0.92,Very Good,F,SI1,62.7,57.0,4037.0,6.14,6.2,3.87 +28248,0.33,Premium,G,VS1,61.6,60.0,666.0,4.41,4.46,2.73 +51725,0.7,Ideal,D,SI2,60.3,56.0,2401.0,5.73,5.77,3.47 +24648,2.0,Premium,E,SI2,60.3,58.0,12987.0,8.15,8.08,4.89 +25518,2.14,Ideal,I,SI2,61.9,56.0,14321.0,8.22,8.26,5.1 +3473,0.76,Very Good,G,VVS2,61.5,59.0,3394.0,5.83,5.91,3.61 +44,0.26,Good,D,VS1,58.4,63.0,403.0,4.19,4.24,2.46 +24607,2.02,Good,I,SI2,61.0,62.0,12927.0,8.1,8.14,4.95 +15292,1.04,Very Good,D,SI1,58.9,58.0,6138.0,6.66,6.69,3.93 +53603,0.7,Ideal,F,SI1,61.0,56.0,2700.0,5.75,5.72,3.5 +29342,0.31,Premium,G,VS2,59.8,60.0,698.0,4.43,4.4,2.64 +23608,1.56,Ideal,H,VS2,61.5,56.0,11636.0,7.5,7.46,4.6 +39638,0.34,Premium,G,IF,62.3,59.0,1084.0,4.49,4.46,2.79 +12947,0.9,Ideal,F,VS1,61.6,56.0,5386.0,6.2,6.23,3.83 +23382,0.36,Good,E,SI1,63.1,58.0,631.0,4.49,4.54,2.85 +15827,1.2,Premium,H,VS2,61.4,59.0,6333.0,6.79,6.75,4.16 +16358,0.3,Very Good,H,VS2,63.5,59.0,608.0,4.27,4.2,2.69 +24357,1.63,Ideal,H,VS2,61.3,56.0,12620.0,7.6,7.57,4.65 +40944,0.23,Premium,H,VVS2,59.2,61.0,500.0,4.04,4.0,2.38 +10259,1.01,Fair,H,VS2,64.5,60.0,4751.0,6.3,6.25,4.05 +28129,0.29,Very Good,F,VVS2,62.7,58.0,664.0,4.22,4.26,2.66 +8692,1.02,Premium,F,SI2,61.5,58.0,4459.0,6.42,6.49,3.97 +52140,0.76,Ideal,F,SI2,61.1,55.0,2469.0,5.9,5.94,3.62 +21784,2.05,Premium,I,SI2,62.0,58.0,9850.0,8.13,8.08,5.02 +39627,0.3,Ideal,J,VS2,61.9,56.0,491.0,4.3,4.33,2.67 +31616,0.27,Fair,E,VS1,66.4,58.0,371.0,3.99,4.02,2.66 +26459,2.01,Good,I,VS2,63.6,57.0,16003.0,7.87,7.95,5.03 +28297,0.3,Ideal,G,SI1,60.6,56.0,432.0,4.35,4.4,2.65 +39760,0.56,Ideal,I,SI1,62.1,54.0,1094.0,5.3,5.32,3.3 +36204,0.41,Very Good,G,VVS2,61.1,55.0,932.0,4.8,4.82,2.94 +40988,0.45,Ideal,G,VVS2,61.8,57.0,1181.0,4.94,4.9,3.04 +34239,0.4,Premium,D,SI2,61.9,58.0,855.0,4.73,4.71,2.92 +26896,1.76,Premium,G,VS2,61.5,58.0,16879.0,7.78,7.74,4.77 +30888,0.33,Premium,E,SI1,62.0,60.0,743.0,4.43,4.38,2.73 +17683,1.16,Ideal,G,VS2,60.7,58.0,7128.0,6.86,6.81,4.15 +34962,0.32,Ideal,I,VS1,62.1,57.0,471.0,4.37,4.42,2.73 +32872,0.41,Ideal,F,VS2,61.7,54.0,809.0,4.79,4.81,2.96 +47075,0.52,Premium,D,VS2,61.2,58.0,1822.0,5.16,5.2,3.17 +39744,0.47,Good,I,VVS1,61.8,62.0,1093.0,4.94,4.97,3.06 +14905,1.01,Good,G,VS2,63.1,59.0,5999.0,6.37,6.4,4.03 +11715,0.34,Ideal,G,VS2,62.0,55.0,596.0,4.46,4.48,2.77 +47987,0.25,Very Good,E,VVS2,61.1,61.0,533.0,4.03,4.06,2.47 +37229,0.4,Ideal,E,VS2,62.3,56.0,975.0,4.75,4.72,2.95 +48389,0.5,Good,G,VVS1,63.3,56.0,1966.0,5.07,5.1,3.22 +36093,0.32,Ideal,F,VVS1,61.8,56.0,926.0,4.42,4.45,2.74 +21768,1.51,Good,E,SI2,63.2,56.0,9833.0,7.26,7.32,4.61 +28885,0.3,Ideal,G,VVS2,62.0,57.0,684.0,4.29,4.32,2.67 +35495,0.41,Good,F,SI1,63.7,58.0,904.0,4.74,4.71,3.01 +14329,1.03,Ideal,D,SI1,61.6,55.0,5804.0,6.49,6.53,4.01 +26735,2.06,Good,H,SI2,63.7,57.0,16512.0,8.12,8.03,5.14 +36538,0.4,Good,I,VS1,63.8,55.0,945.0,4.69,4.65,2.98 +14631,0.9,Ideal,H,VS1,60.4,57.0,5907.0,6.27,6.29,3.79 +16215,1.09,Ideal,G,VS2,62.3,57.0,6480.0,6.6,6.57,4.1 +8992,1.22,Premium,H,SI2,61.3,60.0,4509.0,6.87,6.81,4.19 +19836,1.25,Ideal,E,VS2,62.6,56.0,8400.0,6.89,6.84,4.3 +12281,1.0,Fair,E,SI1,57.4,62.0,5212.0,6.54,6.59,3.77 +31375,0.31,Ideal,H,IF,60.8,57.0,761.0,4.38,4.4,2.67 +33081,0.3,Premium,E,VS1,60.2,57.0,814.0,4.37,4.3,2.61 +20811,1.2,Ideal,G,VS1,61.7,55.0,9038.0,6.92,6.88,4.26 +10872,1.08,Premium,I,VS1,62.5,57.0,4877.0,6.54,6.51,4.08 +28632,0.32,Ideal,H,SI2,60.9,56.0,434.0,4.41,4.45,2.7 +37622,0.44,Premium,I,VVS1,61.5,58.0,990.0,4.95,4.87,3.02 +33186,0.37,Very Good,E,VS1,62.8,55.0,818.0,4.61,4.63,2.9 +5752,1.01,Good,F,SI2,61.5,61.0,3895.0,6.33,6.38,3.91 +14608,0.99,Premium,F,VS2,62.6,55.0,5893.0,6.5,6.35,4.02 +5388,0.3,Premium,G,SI1,60.1,62.0,574.0,4.37,4.35,2.62 +1364,1.05,Premium,E,I1,61.4,58.0,2964.0,6.53,6.46,3.99 +7162,0.94,Ideal,D,SI2,62.1,56.0,4182.0,6.21,6.25,3.87 +32432,0.33,Ideal,E,VS2,62.5,55.0,792.0,4.46,4.41,2.77 +11337,1.01,Good,F,SI1,63.7,57.0,4989.0,6.4,6.35,4.06 +33952,0.23,Very Good,F,VVS2,61.0,59.0,465.0,3.93,3.97,2.41 +32173,0.33,Very Good,H,IF,61.7,59.0,787.0,4.43,4.45,2.74 +9090,0.9,Ideal,F,SI1,62.5,57.0,4523.0,6.13,6.15,3.84 +30286,0.34,Very Good,J,VS1,61.7,58.0,447.0,4.41,4.47,2.74 +5389,0.3,Ideal,G,SI1,62.8,56.0,574.0,4.32,4.28,2.7 +18128,1.04,Ideal,F,VS1,63.0,56.0,7338.0,6.5,6.45,4.08 +21306,1.12,Ideal,F,VVS2,61.4,57.0,9461.0,6.66,6.69,4.1 +10712,0.31,Premium,G,SI1,60.7,60.0,593.0,4.36,4.34,2.64 +41891,0.41,Ideal,G,IF,61.7,56.0,1259.0,4.78,4.81,2.96 +39339,0.49,Premium,G,SI1,62.4,58.0,1072.0,5.05,4.99,3.13 +3874,0.81,Ideal,F,SI1,62.3,55.0,3481.0,5.96,6.0,3.72 +37095,0.41,Very Good,E,SI1,63.3,57.0,969.0,4.75,4.73,3.0 +49029,0.61,Ideal,H,VS1,60.8,56.0,2053.0,5.51,5.47,3.34 +9619,0.93,Ideal,H,SI1,62.4,55.0,4635.0,6.2,6.24,3.88 +1741,0.72,Ideal,E,SI1,62.2,58.0,3037.0,5.72,5.75,3.57 +35609,0.31,Ideal,G,VVS2,60.8,56.0,907.0,4.4,4.38,2.67 +31603,0.25,Ideal,H,VS2,61.0,55.0,367.0,4.09,4.11,2.5 +29874,0.3,Ideal,D,VS2,61.0,55.0,710.0,4.33,4.36,2.65 +46224,0.5,Premium,D,VS2,61.4,59.0,1752.0,5.11,5.15,3.15 +22919,1.51,Ideal,H,VS2,64.2,59.0,10959.0,7.22,7.16,4.62 +53379,0.71,Ideal,I,SI1,61.3,56.0,2660.0,5.72,5.75,3.52 +39918,0.42,Very Good,E,VS1,62.1,55.0,1105.0,4.81,4.85,3.0 +20827,1.1,Very Good,G,IF,59.8,56.0,9053.0,6.75,6.82,4.06 +598,0.7,Premium,F,VS2,62.3,58.0,2838.0,5.72,5.64,3.54 +7143,1.2,Premium,J,SI2,61.8,56.0,4177.0,6.85,6.81,4.22 +21307,1.35,Ideal,H,VS2,60.8,56.0,9462.0,7.13,7.17,4.35 +20318,1.5,Good,I,VVS2,65.4,59.0,8732.0,7.09,7.14,4.65 +8341,1.02,Ideal,J,VS2,60.7,57.0,4397.0,6.5,6.54,3.96 +33083,0.32,Premium,E,VVS1,60.8,59.0,814.0,4.43,4.45,2.7 +52260,0.76,Ideal,G,SI2,62.3,55.0,2489.0,5.83,5.89,3.65 +1851,0.7,Ideal,F,VS2,61.6,55.0,3064.0,5.72,5.75,3.53 +1785,0.62,Very Good,D,VVS2,58.1,63.0,3050.0,5.59,5.66,3.27 +10926,0.96,Very Good,G,VS1,60.5,63.0,4892.0,6.32,6.28,3.81 +34384,0.41,Ideal,I,VVS1,61.3,56.0,863.0,4.8,4.85,2.96 +10567,1.0,Premium,H,SI1,62.4,59.0,4816.0,6.42,6.37,3.99 +42985,0.41,Ideal,E,VVS1,61.3,55.0,1367.0,4.76,4.8,2.93 +17590,1.2,Very Good,I,VVS1,62.6,56.0,7080.0,6.7,6.74,4.21 +48454,0.55,Premium,D,VS1,62.0,58.0,1975.0,5.26,5.28,3.27 +50041,0.9,Very Good,F,I1,61.9,59.0,2199.0,6.16,6.18,3.82 +42004,0.58,Very Good,E,SI2,63.5,60.0,1265.0,5.24,5.28,3.34 +35574,0.35,Premium,F,VS2,61.4,59.0,906.0,4.56,4.53,2.79 +1875,0.79,Very Good,F,SI1,58.5,61.0,3073.0,6.03,6.08,3.54 +9866,1.03,Premium,D,SI2,61.7,58.0,4679.0,6.47,6.5,4.0 +42697,0.6,Ideal,D,SI2,61.3,59.0,1338.0,5.42,5.48,3.34 +13790,1.0,Very Good,D,SI1,62.2,58.0,5621.0,6.34,6.45,3.98 +30813,0.38,Ideal,G,VS2,61.6,55.0,743.0,4.67,4.71,2.89 +9461,0.92,Premium,E,VS2,61.2,62.0,4600.0,6.27,6.22,3.82 +34774,0.41,Premium,D,SI2,62.3,58.0,876.0,4.77,4.74,2.96 +47325,0.23,Very Good,D,VVS2,61.3,58.0,530.0,3.93,3.97,2.42 +1132,0.71,Premium,E,VS1,59.7,57.0,2920.0,5.87,5.78,3.48 +39889,0.42,Premium,F,VS1,61.2,58.0,1103.0,4.86,4.82,2.96 +41201,0.32,Ideal,F,IF,61.2,56.0,1204.0,4.41,4.45,2.71 +11123,1.24,Ideal,I,SI2,60.7,57.0,4937.0,6.98,6.92,4.22 +53710,0.75,Very Good,E,SI2,60.2,57.0,2719.0,5.89,5.94,3.56 +17962,1.5,Premium,J,SI1,61.7,59.0,7258.0,7.36,7.32,4.53 +29772,0.3,Ideal,I,VVS1,62.1,56.0,709.0,4.33,4.3,2.68 +21951,1.26,Very Good,G,VVS2,60.9,56.0,10020.0,6.95,7.01,4.25 +22743,1.51,Ideal,H,VS2,62.5,55.0,10763.0,7.29,7.34,4.57 +22731,1.5,Premium,H,VS2,61.6,55.0,10750.0,7.43,7.37,4.56 +11691,1.07,Ideal,H,SI1,61.5,56.0,5065.0,6.6,6.66,4.08 +15867,2.02,Fair,G,I1,65.6,57.0,6346.0,7.87,7.8,5.15 +36660,0.3,Ideal,E,VVS2,61.4,56.0,949.0,4.33,4.37,2.67 +28133,0.29,Very Good,D,VVS2,62.3,59.0,664.0,4.21,4.26,2.64 +28454,0.41,Ideal,G,SI1,62.2,56.0,671.0,4.75,4.77,2.96 +21193,1.28,Ideal,G,VS1,61.7,55.0,9342.0,6.97,7.02,4.32 +7212,0.9,Premium,H,VS2,61.7,59.0,4191.0,6.19,6.13,3.8 +24613,2.27,Ideal,I,SI2,60.5,55.0,12939.0,8.63,8.53,5.19 +754,0.7,Good,E,VVS2,60.1,63.0,2857.0,5.68,5.71,3.42 +30732,0.33,Ideal,D,VS1,61.7,55.0,739.0,4.47,4.48,2.76 +19439,1.51,Ideal,J,VS1,62.7,56.0,8092.0,7.3,7.35,4.59 +19336,1.5,Very Good,J,VS1,61.7,58.0,8039.0,7.29,7.33,4.51 +38855,0.4,Premium,G,VVS2,62.5,60.0,1050.0,4.7,4.65,2.92 +16434,1.13,Ideal,E,SI1,62.2,55.0,6563.0,6.66,6.69,4.15 +24919,1.91,Premium,I,SI1,60.9,53.0,13367.0,8.11,8.07,4.93 +49990,0.7,Good,E,SI2,63.7,61.0,2192.0,5.6,5.64,3.58 +27369,0.28,Ideal,F,IF,62.4,55.0,646.0,4.17,4.2,2.61 +30010,0.35,Very Good,E,VS2,61.9,61.0,716.0,4.5,4.54,2.8 +31976,0.26,Very Good,F,VS2,58.7,59.0,453.0,4.14,4.27,2.47 +15875,1.2,Very Good,H,SI1,61.6,61.0,6350.0,6.81,6.77,4.18 +9413,1.01,Very Good,G,SI1,62.9,61.0,4588.0,6.36,6.4,4.01 +1274,0.77,Ideal,D,SI1,62.6,57.0,2949.0,5.81,5.92,3.67 +19430,1.23,Ideal,H,VVS2,62.0,55.0,8079.0,6.85,6.9,4.26 +45102,0.5,Ideal,H,VVS1,61.9,54.0,1648.0,5.13,5.14,3.18 +26315,2.1,Premium,I,SI1,61.5,59.0,15818.0,8.28,8.24,5.08 +21376,0.34,Very Good,D,SI1,60.2,60.0,626.0,4.5,4.54,2.72 +20304,1.64,Premium,I,SI1,62.4,58.0,8716.0,7.58,7.52,4.71 +37610,0.24,Very Good,E,VVS1,62.8,59.0,485.0,3.94,3.96,2.48 +47936,0.56,Premium,E,VS2,61.9,55.0,1915.0,5.31,5.25,3.27 +11444,0.92,Very Good,F,VS1,61.0,60.0,5006.0,6.25,6.27,3.82 +52228,0.7,Ideal,H,VS1,61.9,55.0,2484.0,5.66,5.72,3.52 +51807,0.71,Very Good,F,SI1,63.0,55.0,2416.0,5.65,5.71,3.58 +7624,0.9,Ideal,G,SI1,62.5,55.0,4260.0,6.17,6.21,3.87 +16398,1.09,Very Good,G,VS1,62.5,59.0,6546.0,6.56,6.59,4.11 +31368,0.33,Ideal,F,VVS2,60.7,56.0,761.0,4.46,4.5,2.72 +7798,1.03,Ideal,G,SI2,62.9,57.0,4290.0,6.37,6.47,4.04 +19937,1.23,Premium,F,VS2,62.9,58.0,8486.0,6.82,6.76,4.27 +48469,0.5,Very Good,F,VVS1,63.5,60.0,1978.0,4.98,5.04,3.18 +53075,0.71,Ideal,D,SI2,61.5,56.0,2610.0,5.74,5.78,3.54 +48524,0.54,Ideal,G,VVS2,61.8,56.0,1985.0,5.23,5.25,3.24 +40730,0.51,Ideal,H,SI1,61.3,57.0,1161.0,5.1,5.14,3.14 +49266,0.58,Ideal,F,VS1,62.1,56.0,2088.0,5.38,5.32,3.32 +17423,1.06,Ideal,D,VS2,62.5,54.0,6981.0,6.6,6.53,4.1 +26241,2.01,Ideal,I,SI1,62.3,57.0,15680.0,8.04,8.08,5.02 +15140,1.43,Fair,E,SI2,66.0,57.0,6086.0,7.02,7.0,4.63 +3008,0.76,Good,G,IF,64.6,61.0,3304.0,5.72,5.8,3.72 +43812,0.51,Good,G,VS2,63.9,56.0,1443.0,5.1,5.07,3.25 +25100,1.76,Premium,H,VS2,62.2,60.0,13626.0,7.72,7.68,4.79 +28703,0.38,Very Good,I,VS2,61.7,56.0,680.0,4.65,4.68,2.88 +31900,0.3,Ideal,G,VS1,61.4,57.0,776.0,4.34,4.29,2.65 +27699,0.4,Ideal,D,SI2,60.5,57.0,648.0,4.73,4.76,2.87 +13025,0.26,Very Good,H,VVS2,63.3,58.0,600.0,4.08,4.04,2.57 +53726,0.72,Premium,D,VS2,61.1,60.0,2721.0,5.74,5.69,3.49 +22316,1.5,Very Good,E,SI1,63.2,59.0,10356.0,7.24,7.2,4.56 +16961,1.2,Ideal,I,VS1,62.8,55.0,6774.0,6.79,6.75,4.25 +10727,0.31,Good,D,SI2,63.9,57.0,593.0,4.33,4.28,2.75 +52921,0.71,Premium,E,VS2,62.4,60.0,2590.0,5.66,5.68,3.54 +26889,2.08,Premium,G,VS2,61.3,58.0,16854.0,8.21,8.17,5.02 +17944,1.7,Premium,I,SI2,59.4,59.0,7250.0,7.83,7.75,4.63 +25082,1.5,Good,D,SI1,61.3,61.0,13603.0,7.32,7.39,4.51 +46338,0.58,Ideal,E,SI1,61.6,55.0,1758.0,5.38,5.33,3.3 +22916,1.31,Ideal,F,VS1,61.9,54.0,10957.0,7.03,7.06,4.35 +35199,0.43,Good,G,VS2,61.8,60.7,891.0,4.8,4.84,2.99 +48498,0.54,Ideal,H,IF,61.5,54.0,1981.0,5.27,5.3,3.25 +32270,0.3,Ideal,G,VVS1,61.3,56.0,789.0,4.3,4.34,2.65 +31450,0.4,Very Good,G,SI2,63.4,59.0,765.0,4.66,4.64,2.95 +29722,0.31,Good,H,VVS1,63.3,58.0,707.0,4.28,4.32,2.72 +40759,0.4,Premium,F,VVS2,60.7,58.0,1163.0,4.75,4.7,2.87 +4451,0.91,Premium,F,SI2,61.4,60.0,3618.0,6.23,6.21,3.82 +23693,1.5,Good,D,SI1,63.1,57.0,11756.0,7.24,7.31,4.59 +22166,1.5,Premium,D,SI2,60.5,59.0,10206.0,7.37,7.27,4.43 +48833,0.53,Ideal,F,VVS2,62.7,56.0,2030.0,5.16,6.2,3.25 +44489,0.7,Premium,F,SI2,61.6,60.0,1597.0,5.78,5.68,3.53 +1458,0.76,Ideal,E,SI2,62.1,56.0,2978.0,5.85,5.88,3.64 +13081,1.01,Premium,H,VS1,61.1,58.0,5416.0,6.45,6.48,3.95 +27631,4.5,Fair,J,I1,65.8,58.0,18531.0,10.23,10.16,6.72 +10170,1.0,Good,H,VS1,62.1,64.0,4732.0,6.4,6.18,3.91 +30194,0.42,Good,F,SI1,63.4,56.0,722.0,4.75,4.78,3.02 +13546,1.02,Ideal,F,SI1,60.1,59.0,5549.0,6.59,6.56,3.95 +8290,1.01,Very Good,F,SI2,62.3,59.0,4384.0,6.31,6.37,3.95 +38939,0.4,Ideal,E,VS1,62.0,54.0,1053.0,4.74,4.77,2.95 +33925,0.37,Ideal,E,VVS2,62.2,56.0,844.0,4.6,4.63,2.87 +19947,2.34,Premium,I,I1,61.5,60.0,8491.0,8.47,8.43,5.2 +20983,1.71,Premium,H,SI1,58.1,59.0,9193.0,7.88,7.81,4.56 +38908,0.33,Ideal,E,VVS1,61.7,56.0,1052.0,4.46,4.42,2.74 +45204,0.51,Premium,G,VS1,61.1,58.0,1656.0,5.12,5.19,3.15 +8661,1.08,Ideal,H,SI2,60.4,57.0,4455.0,6.63,6.68,4.02 +3836,1.0,Premium,H,SI2,59.0,58.0,3472.0,6.62,6.5,3.87 +32338,0.3,Very Good,G,VVS1,61.9,59.0,789.0,4.28,4.31,2.66 +21705,0.31,Ideal,E,VS2,61.7,57.0,627.0,4.35,4.37,2.69 +43364,0.52,Very Good,G,VS2,61.9,59.0,1408.0,5.12,5.16,3.18 +372,0.58,Ideal,E,VVS2,60.9,56.0,2808.0,5.41,5.43,3.3 +31755,0.4,Premium,D,SI1,61.6,58.0,772.0,4.69,4.73,2.9 +36143,0.33,Ideal,E,VS2,61.9,56.0,928.0,4.46,4.43,2.75 +6384,0.25,Premium,F,IF,61.1,58.0,576.0,4.08,4.1,2.5 +43431,0.5,Very Good,D,SI1,62.8,58.0,1415.0,5.02,5.05,3.16 +20800,1.05,Ideal,F,VVS2,61.9,57.0,9032.0,6.52,6.5,4.03 +20517,1.54,Ideal,J,VS1,62.2,59.0,8848.0,7.34,7.38,4.58 +32921,0.44,Very Good,E,SI1,62.2,60.0,810.0,4.79,4.86,3.0 +22825,1.01,Ideal,E,VVS2,61.7,55.0,10852.0,6.44,6.49,3.99 +48151,0.72,Premium,J,VS2,61.7,58.0,1941.0,5.67,5.77,3.53 +33151,0.31,Premium,G,VVS1,61.4,58.0,816.0,4.32,4.35,2.66 +52709,0.8,Ideal,H,SI1,62.4,57.0,2553.0,5.97,5.95,3.72 +25362,0.28,Very Good,F,VVS1,60.1,59.0,642.0,4.24,4.25,2.55 +16633,1.12,Ideal,G,VS2,62.0,56.0,6652.0,6.64,6.69,4.13 +22499,1.56,Ideal,H,SI1,62.4,53.7,10536.0,7.43,7.48,4.65 +29091,0.36,Ideal,G,SI1,62.7,55.0,689.0,4.59,4.54,2.86 +50245,0.7,Premium,I,VS1,62.9,61.0,2234.0,5.64,5.62,3.54 +12132,1.08,Fair,H,VVS2,55.9,63.0,5171.0,6.9,6.8,3.83 +52046,0.55,Very Good,G,VVS1,61.5,55.1,2451.0,5.26,5.28,3.24 +44758,0.52,Ideal,F,VS2,61.8,55.4,1620.0,5.13,5.17,3.18 +11614,1.14,Premium,D,SI2,59.2,61.0,5047.0,6.84,6.82,4.04 +53366,0.7,Very Good,G,VS2,63.1,55.0,2657.0,5.64,5.61,3.55 +49251,0.71,Very Good,G,SI2,63.4,56.0,2086.0,5.68,5.62,3.58 +25604,2.08,Premium,H,SI2,58.8,60.0,14462.0,8.39,8.35,4.92 +4241,0.71,Ideal,D,VS1,60.4,60.0,3576.0,5.77,5.82,3.5 +52892,0.55,Very Good,E,VVS1,61.2,57.0,2585.0,5.27,5.29,3.23 +25742,1.51,Ideal,G,VS1,61.9,57.0,14674.0,7.37,7.34,4.55 +8733,0.9,Premium,G,VS1,62.7,60.0,4460.0,6.13,6.06,3.82 +31321,0.36,Premium,I,IF,59.9,59.0,758.0,4.58,4.63,2.76 +44383,0.67,Good,J,VS1,64.2,55.6,1581.0,5.54,5.57,3.57 +31554,0.31,Ideal,F,IF,59.7,60.0,766.0,4.4,4.44,2.64 +13132,1.05,Premium,E,SI1,61.2,58.0,5433.0,6.57,6.53,4.01 +45257,0.6,Very Good,F,SI1,60.6,57.0,1661.0,5.46,5.5,3.32 +33417,0.32,Premium,H,VVS2,62.3,58.0,828.0,4.37,4.33,2.71 +16898,1.21,Very Good,H,VS2,62.1,60.0,6745.0,6.77,6.83,4.22 +1391,0.24,Ideal,G,VVS1,62.0,55.0,559.0,4.01,4.03,2.49 +933,0.9,Good,H,SI2,62.7,64.0,2883.0,6.09,6.0,3.79 +12894,1.16,Very Good,G,SI1,60.5,60.0,5372.0,6.86,6.77,4.12 +33182,0.41,Good,E,SI2,63.8,57.0,818.0,4.75,4.68,3.01 +2974,0.62,Ideal,F,VVS2,61.4,56.0,3299.0,5.46,5.5,3.37 +11303,1.04,Premium,H,SI1,59.5,58.0,4980.0,6.67,6.58,3.94 +27016,1.5,Premium,E,VS1,59.5,61.0,17143.0,7.46,7.43,4.43 +25713,1.35,Ideal,G,IF,62.2,57.0,14616.0,7.07,7.11,4.41 +29209,0.4,Good,I,VS2,64.1,57.0,695.0,4.65,4.61,2.97 +602,0.7,Very Good,E,SI1,63.5,59.0,2838.0,5.53,5.49,3.5 +29671,0.28,Very Good,F,VVS2,62.6,55.0,707.0,4.18,4.2,2.62 +33292,0.31,Very Good,D,SI2,62.7,59.0,462.0,4.3,4.35,2.71 +40368,0.33,Ideal,E,VVS1,61.6,55.0,1130.0,4.44,4.46,2.74 +8560,1.1,Premium,H,SI2,62.6,57.0,4435.0,6.6,6.56,4.12 +53925,0.73,Ideal,I,VS2,61.6,55.0,2756.0,5.82,5.84,3.59 +2444,0.9,Fair,E,SI2,57.5,68.0,3187.0,6.37,6.33,3.65 +30421,0.32,Ideal,G,VVS2,62.4,56.0,730.0,4.4,4.42,2.75 +13480,1.01,Ideal,E,SI1,62.0,56.0,5534.0,6.41,6.47,3.99 +8105,1.15,Premium,J,SI1,62.3,55.0,4347.0,6.76,6.66,4.18 +1645,1.03,Very Good,G,I1,60.8,57.0,3018.0,6.51,6.55,3.97 +25288,2.01,Very Good,G,SI2,61.3,60.0,13940.0,8.08,8.17,4.98 +32677,0.31,Premium,G,VS1,61.8,59.0,802.0,4.35,4.32,2.68 +38581,0.4,Ideal,G,VS2,61.2,57.0,1035.0,4.78,4.73,2.91 +21217,1.07,Ideal,G,IF,61.5,57.0,9361.0,6.54,6.59,4.04 +7271,1.04,Ideal,G,SI2,62.0,57.0,4200.0,6.53,6.6,4.07 +11687,1.37,Very Good,J,SI2,60.7,60.0,5063.0,7.07,7.19,4.33 +43898,0.27,Premium,G,VS2,62.4,59.0,509.0,4.13,4.11,2.57 +35677,0.42,Very Good,D,VS2,63.2,58.0,910.0,4.77,4.79,3.02 +28692,0.31,Very Good,F,VS1,61.0,57.5,679.0,4.37,4.39,2.67 +11377,0.34,Very Good,E,SI1,60.3,57.0,596.0,4.53,4.56,2.74 +46837,0.79,Very Good,G,SI2,63.4,60.0,1809.0,5.83,5.77,3.68 +37059,0.43,Premium,G,SI1,62.7,56.0,968.0,4.83,4.8,3.02 +47711,0.57,Ideal,E,VS1,60.5,57.0,1884.0,5.33,5.38,3.24 +51201,0.7,Ideal,I,VS2,61.6,56.0,2351.0,5.67,5.72,3.51 +34119,0.31,Ideal,E,VVS1,62.5,54.0,853.0,4.33,4.37,2.72 +37139,0.37,Premium,E,VS2,60.2,58.0,971.0,4.68,4.65,2.81 +44981,0.31,Premium,I,SI1,61.3,58.0,523.0,4.37,4.34,2.67 +33522,0.34,Ideal,E,VS2,62.0,56.0,829.0,4.48,4.46,2.77 +15221,1.15,Very Good,F,SI1,62.5,59.0,6110.0,6.62,6.69,4.16 +6656,1.02,Good,H,SI1,57.1,61.0,4093.0,6.57,6.66,3.78 +7490,1.02,Premium,F,SI2,59.9,59.0,4238.0,6.59,6.56,3.94 +19140,1.12,Premium,F,VS1,61.8,59.0,7903.0,6.75,6.65,4.14 +36304,0.32,Premium,H,VVS1,61.4,58.0,936.0,4.42,4.37,2.7 +32735,0.31,Premium,F,VS2,62.9,58.0,802.0,4.31,4.27,2.7 +31289,0.36,Ideal,F,SI2,61.2,56.0,450.0,4.61,4.64,2.83 +30083,0.32,Premium,I,VVS2,60.7,59.0,720.0,4.43,4.4,2.68 +45484,0.51,Ideal,D,VS2,62.4,55.0,1678.0,5.12,5.14,3.2 +21886,1.5,Good,G,SI1,59.7,65.0,9954.0,7.46,7.34,4.42 +478,0.71,Ideal,G,VS1,62.9,58.0,2820.0,5.66,5.69,3.57 +34489,0.43,Premium,G,VS2,61.3,58.0,867.0,4.83,4.86,2.97 +46797,0.5,Good,G,VVS2,63.8,56.0,1806.0,5.06,5.03,3.22 +14972,1.0,Good,F,VS2,62.1,61.0,6030.0,6.31,6.38,3.94 +22869,1.7,Premium,I,VS2,62.4,58.0,10910.0,7.61,7.56,4.73 +48887,0.7,Very Good,F,SI2,59.6,61.0,2039.0,5.8,5.88,3.48 +39750,0.5,Premium,H,SI1,62.3,59.0,1094.0,5.02,4.99,3.12 +10083,0.95,Very Good,E,SI1,62.8,59.0,4711.0,6.21,6.25,3.91 +37138,0.33,Ideal,F,IF,61.3,55.0,971.0,4.48,4.49,2.75 +2075,0.81,Premium,H,VS1,61.7,58.0,3107.0,5.98,5.95,3.68 +12177,1.02,Premium,E,SI1,62.6,58.0,5183.0,6.44,6.47,4.05 +27573,2.01,Ideal,F,SI2,61.9,55.0,18395.0,8.1,8.05,5.0 +24455,1.53,Premium,G,VS2,61.8,59.0,12717.0,7.45,7.31,4.56 +33053,0.3,Ideal,F,VVS1,62.1,54.0,814.0,4.32,4.35,2.69 +53165,0.84,Ideal,H,SI2,63.0,56.0,2628.0,6.04,6.02,3.8 +47274,0.5,Ideal,H,IF,62.4,54.0,1844.0,5.1,5.13,3.19 +5835,0.9,Very Good,D,SI2,63.5,58.0,3918.0,6.08,6.17,3.89 +20797,1.26,Ideal,G,VS1,61.2,57.0,9032.0,7.03,6.95,4.28 +13485,1.2,Ideal,I,SI1,62.4,57.0,5535.0,6.75,6.8,4.23 +35735,0.3,Ideal,D,VS2,62.3,56.0,911.0,4.32,4.29,2.68 +45535,0.81,Fair,H,SI2,66.2,58.0,1687.0,5.78,5.74,3.81 +37212,0.34,Ideal,G,IF,61.9,55.0,974.0,4.51,4.54,2.8 +8528,1.0,Premium,G,SI1,60.2,59.0,4427.0,6.5,6.39,3.88 +21791,1.05,Premium,E,VVS2,59.6,60.0,9858.0,6.61,6.58,3.93 +24105,2.01,Good,J,SI1,63.6,59.0,12257.0,7.96,8.01,5.08 +50218,0.7,Ideal,F,SI1,62.2,57.0,2230.0,5.67,5.74,3.55 +49458,0.51,Premium,G,VVS1,60.1,56.0,2111.0,5.35,5.16,3.16 +35204,0.44,Very Good,J,VS1,63.1,57.0,891.0,4.87,4.83,3.06 +6131,1.21,Premium,J,SI2,60.8,58.0,3984.0,6.93,6.88,4.19 +26655,2.0,Very Good,I,VS2,60.4,60.0,16459.0,8.14,8.19,4.93 +6868,0.91,Premium,H,VS2,61.9,59.0,4128.0,6.23,6.18,3.84 +38632,0.31,Ideal,H,VS2,62.1,55.0,489.0,4.32,4.35,2.69 +10180,1.22,Premium,I,SI2,61.5,61.0,4735.0,6.89,6.83,4.22 +7805,0.9,Very Good,D,SI1,61.8,59.0,4291.0,6.13,6.16,3.8 +45223,0.52,Ideal,E,SI1,62.4,58.0,1656.0,5.16,5.13,3.21 +49793,0.85,Good,J,SI1,59.2,64.0,2163.0,6.13,6.17,3.64 +4521,1.0,Premium,G,SI1,60.1,61.0,3634.0,6.44,6.4,3.86 +20417,1.28,Ideal,G,VS2,62.2,57.0,8774.0,6.99,6.94,4.33 +44904,0.5,Very Good,E,VS2,63.4,59.0,1629.0,5.09,5.06,3.22 +10284,1.11,Premium,G,SI2,61.2,59.0,4755.0,6.74,6.66,4.1 +45570,0.52,Very Good,E,VS2,60.3,60.0,1689.0,5.17,5.21,3.13 +7732,0.3,Very Good,G,VS1,62.6,56.0,581.0,4.29,4.31,2.69 +47844,0.53,Ideal,F,VS1,62.2,55.0,1908.0,5.22,5.17,3.23 +13589,1.01,Very Good,H,VS2,62.8,59.0,5559.0,6.33,6.38,3.99 +7681,1.0,Ideal,F,SI2,61.8,57.0,4274.0,6.45,6.36,3.96 +43031,0.5,Very Good,G,VS2,62.8,56.0,1373.0,5.05,5.08,3.18 +7781,0.9,Ideal,F,SI1,61.5,56.0,4284.0,6.25,6.2,3.83 +25654,2.14,Very Good,J,SI1,62.3,59.0,14556.0,8.24,8.26,5.14 +14792,1.05,Premium,E,SI1,62.5,59.0,5951.0,6.5,6.43,4.04 +29730,0.31,Good,H,VVS1,63.1,57.0,707.0,4.25,4.31,2.7 +42616,0.36,Very Good,E,SI2,62.6,57.0,505.0,4.5,4.54,2.83 +21158,1.54,Premium,I,SI1,60.1,58.0,9314.0,7.53,7.48,4.51 +1251,0.72,Ideal,H,VVS1,62.5,57.0,2946.0,5.7,5.73,3.57 +48112,0.5,Ideal,G,VVS2,61.2,56.0,1935.0,5.13,5.1,3.13 +33311,0.35,Very Good,D,SI1,63.3,57.0,827.0,4.53,4.51,2.86 +8511,1.03,Fair,G,SI1,64.7,63.0,4424.0,6.36,6.31,4.1 +33697,0.33,Ideal,G,VVS1,61.7,55.0,838.0,4.44,4.48,2.75 +13725,0.3,Good,E,VS2,59.7,63.0,603.0,4.32,4.35,2.59 +31982,0.3,Premium,F,VS2,62.2,58.0,776.0,4.31,4.28,2.67 +35812,0.31,Ideal,F,IF,62.2,55.0,914.0,4.35,4.37,2.71 +41147,0.5,Very Good,F,SI1,61.0,60.0,1197.0,5.08,5.11,3.11 +11100,1.27,Ideal,J,SI2,61.2,55.7,4931.0,6.95,6.99,4.27 +42770,0.51,Ideal,D,SI1,62.9,55.0,1346.0,5.07,5.11,3.2 +23492,1.01,Premium,E,IF,62.6,58.0,11491.0,6.44,6.37,4.01 +41012,0.42,Ideal,D,VVS2,61.7,55.0,1185.0,4.79,4.83,2.97 +46746,0.6,Premium,D,SI1,62.9,58.0,1799.0,5.39,5.33,3.37 +12471,1.08,Premium,H,VS2,62.1,58.0,5250.0,6.63,6.51,4.08 +15866,2.02,Fair,G,I1,68.0,55.0,6346.0,7.77,7.72,5.27 +12559,1.12,Ideal,F,SI2,61.8,56.0,5277.0,6.65,6.68,4.12 +7489,1.06,Ideal,G,SI2,62.5,55.0,4238.0,6.55,6.51,4.08 +17359,1.56,Good,J,VS2,57.6,65.0,6966.0,7.6,7.62,4.38 +35310,0.3,Premium,I,VS1,59.8,60.0,473.0,4.34,4.36,2.6 +34525,0.33,Very Good,G,VVS1,61.4,60.0,868.0,4.39,4.44,2.71 +11341,1.01,Premium,F,SI1,59.7,61.0,4989.0,6.55,6.49,3.89 +18094,1.51,Good,E,SI2,64.3,58.0,7314.0,7.24,7.15,4.62 +51064,0.64,Very Good,D,VS2,58.6,59.0,2332.0,5.7,5.74,3.35 +24400,1.71,Ideal,H,SI1,62.2,56.0,12641.0,7.74,7.7,4.8 +37189,0.32,Premium,D,VVS1,62.0,60.0,973.0,4.4,4.37,2.72 +34856,0.3,Good,G,VVS2,63.8,56.0,878.0,4.29,4.27,2.73 +43558,0.52,Ideal,E,SI1,61.4,57.0,1429.0,5.18,5.15,3.17 +49147,0.72,Ideal,G,SI2,61.9,57.0,2068.0,5.73,5.77,3.56 +5054,0.31,Ideal,H,SI1,62.7,56.0,573.0,4.38,4.33,2.73 +2841,0.7,Very Good,F,VVS1,59.3,62.0,3270.0,5.74,5.77,3.41 +28385,0.33,Ideal,I,VS1,61.6,57.0,668.0,4.46,4.41,2.73 +33647,0.44,Very Good,J,VVS2,63.6,58.0,834.0,4.8,4.83,3.06 +37859,0.44,Ideal,E,VS2,62.4,57.0,1003.0,4.88,4.9,3.05 +37936,0.26,Very Good,G,VVS2,62.5,55.0,486.0,4.1,4.12,2.57 +8078,1.01,Premium,D,SI2,60.8,61.0,4338.0,6.5,6.45,3.94 +1953,0.7,Good,D,VS2,63.9,58.0,3087.0,5.58,5.62,3.58 +37218,0.38,Good,E,VVS1,62.4,64.0,975.0,4.61,4.59,2.87 +35516,0.35,Ideal,E,VVS1,61.8,56.0,905.0,4.5,4.53,2.79 +41396,0.53,Ideal,E,SI2,60.9,57.0,1223.0,5.21,5.23,3.18 +13650,1.33,Very Good,H,SI2,63.5,57.0,5586.0,6.99,6.88,4.4 +4883,0.71,Ideal,D,VS1,60.9,58.0,3716.0,5.72,5.78,3.5 +43184,0.54,Very Good,G,SI1,62.8,59.0,1392.0,5.14,5.18,3.24 +23242,1.71,Good,I,VS2,58.0,60.0,11250.0,7.85,7.9,4.57 +4301,1.08,Very Good,F,SI2,63.1,59.0,3590.0,6.51,6.46,4.09 +48222,0.57,Ideal,G,VS1,61.3,56.0,1949.0,5.36,5.34,3.28 +22941,1.25,Ideal,G,VVS2,62.2,55.0,10983.0,6.87,6.93,4.29 +4818,0.91,Premium,E,SI2,61.1,59.0,3703.0,6.2,6.24,3.8 +45394,0.54,Premium,F,VS2,58.9,59.0,1667.0,5.37,5.32,3.15 +16030,0.3,Ideal,I,VS1,62.5,54.0,608.0,4.32,4.29,2.69 +15947,1.0,Premium,G,VS1,62.4,60.0,6377.0,6.39,6.37,3.98 +46090,0.53,Ideal,E,VS2,62.0,56.0,1739.0,5.16,5.2,3.21 +5521,1.0,Premium,H,SI2,61.2,59.0,3850.0,6.38,6.42,3.92 +19007,1.05,Good,E,VS1,63.1,59.0,7826.0,6.45,6.49,4.08 +20194,1.51,Ideal,G,SI2,60.8,57.0,8637.0,7.39,7.44,4.51 +1711,0.32,Good,E,SI1,63.3,56.0,561.0,4.34,4.35,2.75 +24096,1.91,Fair,I,VS1,59.5,68.0,12244.0,8.1,7.91,4.78 +32244,0.31,Ideal,H,IF,61.4,56.0,789.0,4.39,4.41,2.7 +52416,0.7,Premium,G,VS1,62.6,60.0,2512.0,5.58,5.66,3.52 +27338,1.7,Ideal,F,VS2,62.3,56.0,17892.0,7.61,7.65,4.75 +6504,0.9,Premium,H,VS1,61.8,56.0,4064.0,6.18,6.16,3.81 +30572,0.31,Ideal,D,VS2,61.2,55.0,734.0,4.35,4.38,2.67 +46813,0.51,Premium,D,VS2,62.0,60.0,1807.0,5.12,5.07,3.16 +18406,1.32,Ideal,I,VS1,61.2,57.0,7480.0,7.06,7.12,4.34 +41820,0.6,Ideal,G,SI2,59.1,56.0,1250.0,5.58,5.52,3.28 +29825,0.31,Very Good,E,VVS2,61.5,55.0,710.0,4.37,4.41,2.7 +50311,0.7,Good,E,SI2,57.8,61.0,2239.0,5.89,5.85,3.39 +7045,1.02,Very Good,F,SI2,60.2,61.0,4162.0,6.48,6.52,3.91 +50570,0.75,Ideal,E,SI2,62.1,57.0,2278.0,5.81,5.85,3.62 +40675,0.5,Premium,E,SI1,61.4,58.0,1155.0,5.17,5.09,3.15 +15072,1.02,Very Good,G,VS2,60.5,54.0,6058.0,6.48,6.57,3.95 +17179,1.12,Ideal,F,VS2,60.9,55.0,6858.0,6.73,6.67,4.08 +8298,0.9,Premium,E,SI1,61.6,57.0,4385.0,6.25,6.19,3.83 +41983,0.51,Very Good,D,SI2,62.8,57.0,1264.0,5.1,5.12,3.21 +16875,1.03,Very Good,F,VS1,60.2,55.0,6733.0,6.62,6.56,3.97 +18462,1.51,Fair,H,SI1,55.8,61.0,7509.0,7.72,7.63,4.28 +44062,0.55,Ideal,E,SI1,61.7,57.0,1551.0,5.23,5.27,3.24 +28647,0.29,Ideal,J,VS1,61.8,56.0,435.0,4.23,4.26,2.62 +35506,0.41,Premium,E,SI1,61.5,61.0,904.0,4.78,4.75,2.93 +24864,2.5,Fair,H,SI2,64.9,58.0,13278.0,8.46,8.43,5.48 +49041,0.71,Fair,G,SI2,64.8,58.0,2055.0,5.6,5.57,3.62 +3567,0.8,Very Good,D,VS2,60.6,63.0,3419.0,5.94,5.9,3.59 +39576,0.42,Ideal,I,VS2,61.4,56.0,1081.0,4.83,4.85,2.97 +3102,0.71,Ideal,D,VS2,61.2,57.0,3321.0,5.73,5.77,3.52 +41768,0.46,Good,G,VVS2,60.2,60.5,1245.0,4.98,5.04,3.02 +10447,1.01,Very Good,G,SI1,59.9,56.0,4788.0,6.45,6.6,3.91 +5352,0.8,Premium,F,VS1,60.5,59.0,3813.0,6.0,6.03,3.64 +32293,0.3,Ideal,H,VS2,61.7,57.0,454.0,4.28,4.32,2.65 +8464,1.03,Very Good,F,SI2,61.8,59.0,4414.0,6.43,6.48,3.99 +49420,0.55,Ideal,E,VS1,62.0,56.0,2107.0,5.27,5.24,3.26 +29297,0.31,Ideal,I,SI1,62.2,54.0,436.0,4.36,4.39,2.72 +16407,1.3,Ideal,H,SI2,61.1,57.0,6552.0,7.09,7.04,4.32 +35136,0.41,Very Good,F,VS1,62.1,60.0,889.0,4.72,4.75,2.94 +14932,1.22,Premium,I,VS1,61.1,58.0,6012.0,6.84,6.91,4.2 +30446,0.43,Very Good,J,VS2,60.9,59.0,731.0,4.86,4.9,2.97 +5103,0.73,Ideal,E,VS1,61.7,57.0,3758.0,5.77,5.8,3.57 +1046,0.72,Ideal,H,VVS1,62.8,57.0,2907.0,5.68,5.72,3.58 +33444,0.32,Ideal,G,VS1,61.6,56.0,828.0,4.42,4.38,2.71 +18251,1.17,Ideal,G,VS2,62.0,56.0,7413.0,6.71,6.74,4.17 +21334,1.53,Premium,G,SI1,58.4,59.0,9476.0,7.62,7.55,4.43 +40225,0.4,Premium,D,VS1,60.9,58.0,1123.0,4.78,4.81,2.92 +39142,0.41,Premium,G,VS2,62.9,59.0,1061.0,4.75,4.7,2.97 +6737,0.3,Very Good,E,VS1,61.5,57.0,578.0,4.28,4.31,2.64 +28344,0.33,Ideal,G,VS1,60.1,55.0,666.0,4.5,4.55,2.72 +22121,1.51,Ideal,E,SI2,62.6,53.0,10147.0,7.4,7.32,4.61 +865,0.75,Very Good,D,SI1,60.7,55.0,2872.0,5.87,5.92,3.58 +8311,1.0,Good,H,SI1,63.4,56.0,4389.0,6.34,6.37,4.03 +30761,0.25,Premium,E,VVS2,62.5,59.0,740.0,4.05,4.02,2.52 +53262,0.74,Premium,F,SI1,61.4,59.0,2648.0,5.81,5.82,3.57 +33346,0.41,Premium,G,VS2,62.6,58.0,827.0,4.71,4.74,2.96 +22899,1.91,Good,I,SI2,62.8,58.0,10937.0,7.82,7.89,4.93 +24180,1.74,Ideal,D,SI2,64.5,56.0,12361.0,7.56,7.54,4.87 +656,0.79,Ideal,H,VS2,62.5,57.0,2844.0,5.91,5.93,3.7 +48154,0.59,Ideal,E,VS2,60.2,59.0,1941.0,5.47,5.49,3.3 +13931,1.0,Good,G,VS2,59.9,57.0,5667.0,6.45,6.51,3.88 +29440,0.32,Very Good,F,VVS2,63.8,55.0,701.0,4.33,4.39,2.78 +36841,0.37,Very Good,G,VS1,63.1,56.0,957.0,4.59,4.57,2.89 +6932,1.01,Good,F,SI2,58.2,61.0,4140.0,6.47,6.53,3.78 +9503,0.91,Good,E,SI1,63.6,57.0,4611.0,6.13,6.1,3.89 +8207,0.7,Ideal,D,VVS2,62.0,53.4,4369.0,5.69,5.72,3.54 +11798,1.1,Premium,G,SI1,62.3,58.0,5088.0,6.61,6.55,4.1 +14352,1.14,Premium,D,SI1,60.5,59.0,5809.0,6.79,6.73,4.09 +2816,0.84,Ideal,D,SI1,61.5,54.0,3265.0,6.07,6.13,3.75 +42718,0.51,Fair,E,SI1,55.8,61.0,1340.0,5.43,5.35,3.01 +43686,0.5,Very Good,D,SI1,58.8,60.0,1436.0,5.17,5.23,3.06 +3720,0.74,Ideal,F,VS2,61.9,57.0,3454.0,5.79,5.81,3.59 +37197,0.52,Very Good,I,SI2,60.9,59.0,974.0,5.14,5.18,3.14 +6013,1.09,Premium,D,SI2,61.9,61.0,3961.0,6.58,6.54,4.06 +29092,0.36,Very Good,G,SI1,61.2,63.0,689.0,4.59,4.56,2.8 +23033,0.33,Premium,D,SI2,61.6,59.0,631.0,4.42,4.41,2.72 +11980,1.08,Ideal,I,SI1,62.6,54.0,5141.0,6.56,6.51,4.09 +2026,1.52,Good,E,I1,57.3,58.0,3105.0,7.53,7.42,4.28 +52230,0.75,Premium,D,SI1,61.3,59.0,2484.0,5.89,5.82,3.59 +46173,0.5,Ideal,E,VS2,62.2,55.0,1746.0,5.09,5.07,3.16 +28207,0.38,Ideal,G,SI1,61.3,56.0,666.0,4.63,4.67,2.85 +16201,1.26,Ideal,H,SI1,61.7,58.0,6476.0,6.95,6.9,4.27 +44921,0.56,Ideal,G,SI1,62.0,57.0,1631.0,5.25,5.27,3.26 +21276,1.77,Premium,J,VS2,59.6,58.0,9428.0,7.94,7.86,4.71 +7610,1.17,Premium,F,SI2,62.5,57.0,4259.0,6.8,6.71,4.22 +27426,2.51,Very Good,H,SI2,63.6,58.0,18029.0,8.51,8.59,5.44 +34506,0.4,Very Good,G,VS1,61.5,58.0,868.0,4.72,4.74,2.91 +3429,0.71,Premium,H,IF,60.2,61.0,3384.0,5.8,5.76,3.48 +48063,0.55,Ideal,D,VS2,61.8,54.0,1928.0,5.26,5.29,3.26 +15303,1.04,Very Good,H,VS1,61.2,55.0,6141.0,6.54,6.56,4.01 +13046,0.36,Ideal,F,SI1,61.5,57.0,600.0,4.55,4.59,2.81 +15150,1.31,Premium,H,SI2,60.0,57.0,6089.0,7.1,7.07,4.25 +1601,0.61,Ideal,E,VVS2,62.0,54.0,3011.0,5.43,5.47,3.38 +33358,0.41,Good,I,VVS2,63.9,55.0,827.0,4.71,4.74,3.02 +37790,0.38,Premium,E,VS1,60.7,59.0,1000.0,4.69,4.73,2.86 +24738,1.51,Very Good,F,VS2,63.2,56.0,13080.0,7.22,7.28,4.58 +52890,0.72,Premium,F,VS2,62.7,59.0,2584.0,5.71,5.75,3.59 +40092,0.33,Premium,G,VVS1,60.9,58.0,1114.0,4.47,4.43,2.71 +15017,1.0,Premium,F,VS2,62.1,58.0,6047.0,6.45,6.36,3.96 +5448,1.2,Premium,H,SI2,60.9,60.0,3830.0,6.91,6.81,4.18 +5039,0.9,Good,F,VS1,63.8,56.0,3750.0,5.99,5.92,3.8 +16836,1.3,Ideal,I,VS2,61.7,56.0,6714.0,7.07,7.02,4.35 +22154,1.53,Premium,I,VS2,62.0,58.0,10196.0,7.41,7.36,4.58 +25823,1.32,Very Good,F,IF,62.4,58.0,14842.0,6.97,7.01,4.36 +3988,0.82,Premium,F,VS1,62.1,56.0,3513.0,6.02,5.97,3.72 +39156,0.36,Ideal,F,IF,61.4,56.0,1063.0,4.57,4.61,2.82 +35370,0.41,Premium,G,VS1,62.5,59.0,899.0,4.73,4.77,2.97 +37949,0.28,Very Good,E,VS2,60.4,59.0,487.0,4.22,4.26,2.56 +2646,0.9,Very Good,J,VS1,62.3,56.0,3231.0,6.19,6.23,3.87 +13524,1.0,Good,H,VS1,61.3,64.0,5544.0,6.39,6.33,3.9 +29656,0.35,Very Good,F,VS2,61.1,62.0,706.0,4.5,4.54,2.76 +10249,1.01,Good,H,SI1,63.7,60.0,4749.0,6.3,6.35,4.03 +50005,0.7,Premium,E,SI1,62.4,60.0,2194.0,5.72,5.63,3.54 +4504,0.9,Very Good,F,SI2,60.3,63.0,3630.0,6.28,6.21,3.77 +13077,1.0,Very Good,E,SI1,63.7,55.0,5413.0,6.35,6.4,4.06 +1867,0.85,Very Good,I,VS2,60.0,57.0,3070.0,6.1,6.16,3.68 +26060,1.52,Very Good,G,VVS2,62.9,59.0,15265.0,7.25,7.29,4.57 +2625,0.9,Good,G,SI1,57.7,62.0,3226.0,6.29,6.23,3.61 +33944,0.31,Ideal,H,SI1,61.5,55.0,464.0,4.39,4.42,2.71 +41246,0.58,Ideal,F,SI2,62.6,57.0,1208.0,5.27,5.33,3.32 +20207,1.28,Very Good,H,VS1,61.2,55.0,8645.0,6.98,7.04,4.29 +40211,0.31,Premium,F,IF,61.6,58.0,1122.0,4.37,4.33,2.68 +24454,2.03,Ideal,J,SI2,62.1,57.0,12716.0,8.06,8.12,5.02 +32328,0.3,Good,G,VVS1,63.1,58.0,789.0,4.28,4.31,2.71 +46247,0.53,Premium,D,SI1,60.0,58.0,1753.0,5.29,5.24,3.16 +31034,0.31,Premium,F,VS2,63.0,57.0,749.0,4.33,4.27,2.71 +28769,0.31,Premium,E,VS2,61.0,59.0,680.0,4.35,4.37,2.66 +19556,1.12,Ideal,G,VS2,60.9,56.0,8189.0,6.7,6.74,4.09 +25815,1.62,Premium,F,VS2,61.1,60.0,14826.0,7.56,7.57,4.62 +53448,0.72,Ideal,E,SI2,60.1,56.0,2674.0,5.85,5.83,3.51 +32154,0.28,Ideal,F,VVS2,61.5,57.0,787.0,4.19,4.24,2.59 +18257,1.31,Very Good,H,VS2,61.4,59.0,7415.0,6.96,7.01,4.29 +30835,0.33,Ideal,H,VS1,60.2,57.0,743.0,4.54,4.5,2.72 +23804,1.5,Very Good,D,SI1,63.1,57.0,11863.0,7.31,7.24,4.59 +44323,0.33,Ideal,H,VS2,60.7,57.0,521.0,4.46,4.5,2.72 +50574,0.73,Fair,H,VS2,65.9,55.0,2278.0,5.68,5.64,3.74 +15849,1.02,Ideal,D,SI1,62.2,56.0,6340.0,6.43,6.47,4.0 +45432,0.58,Ideal,E,VS2,61.9,56.0,1670.0,5.34,5.38,3.32 +12479,1.25,Ideal,J,SI1,62.4,57.0,5252.0,6.86,6.92,4.3 +33139,0.31,Very Good,G,VVS1,59.9,62.0,816.0,4.35,4.37,2.61 +339,0.71,Premium,G,VS2,59.9,60.0,2803.0,5.81,5.77,3.47 +3211,0.83,Premium,D,SI1,62.2,60.0,3347.0,6.01,5.98,3.73 +15424,1.01,Good,D,VS2,64.0,58.0,6176.0,6.3,6.24,4.01 +1333,0.71,Good,F,VVS2,58.9,61.0,2960.0,5.8,5.9,3.44 +20008,1.02,Ideal,E,VS1,62.6,56.0,8545.0,6.45,6.42,4.03 +14460,1.24,Very Good,I,VS2,62.7,55.0,5836.0,6.82,6.87,4.29 +11503,0.71,Ideal,F,VVS1,61.7,56.0,5019.0,5.73,5.77,3.55 +4170,1.03,Premium,I,VS1,61.6,58.0,3553.0,6.5,6.42,3.98 +50446,0.6,Ideal,D,SI1,61.4,55.0,2263.0,5.45,5.47,3.35 +1862,0.73,Very Good,E,VS2,63.1,55.0,3066.0,5.77,5.71,3.62 +4912,0.9,Good,F,SI1,63.1,57.0,3724.0,6.12,6.15,3.87 +41793,0.54,Good,D,SI2,63.2,57.0,1249.0,5.16,5.19,3.27 +39342,0.52,Good,H,SI1,63.6,62.0,1073.0,5.11,5.04,3.23 +22969,1.07,Very Good,F,IF,59.4,59.0,11019.0,6.64,6.7,3.96 +52803,0.7,Good,D,SI1,61.6,62.0,2570.0,5.67,5.72,3.51 +53120,0.58,Ideal,D,VVS2,62.1,57.0,2617.0,5.32,5.4,3.32 +42657,0.4,Ideal,E,VVS1,61.5,56.0,1333.0,4.75,4.78,2.93 +41622,0.24,Ideal,H,VVS2,61.5,57.0,504.0,4.0,4.03,2.47 +5787,1.03,Very Good,F,SI2,60.2,55.0,3903.0,6.53,6.59,3.95 +15644,1.0,Good,E,VS2,57.4,62.0,6272.0,6.56,6.53,3.76 +20965,1.01,Very Good,F,VVS1,63.2,56.0,9176.0,6.39,6.33,4.02 +7982,1.12,Ideal,J,SI2,62.5,57.0,4325.0,6.63,6.59,4.13 +42927,0.57,Good,F,SI1,63.2,55.0,1364.0,5.26,5.31,3.34 +41432,0.51,Premium,F,SI2,61.1,59.0,1227.0,5.15,5.09,3.13 +45060,0.59,Premium,E,VS2,59.1,61.0,1641.0,5.61,5.53,3.29 +25081,2.04,Premium,J,VS2,61.4,59.0,13600.0,8.14,8.04,4.97 +30023,0.36,Ideal,E,VS2,61.3,56.0,718.0,4.59,4.61,2.82 +30191,0.42,Very Good,F,SI1,60.6,61.0,722.0,4.83,4.87,2.94 +28289,0.3,Ideal,I,SI2,62.4,54.0,367.0,4.32,4.34,2.7 +51076,0.7,Premium,H,VS1,62.3,60.0,2333.0,5.65,5.61,3.51 +11685,1.01,Ideal,H,SI1,61.0,56.0,5062.0,6.48,6.43,3.94 +13675,0.91,Very Good,D,VS1,62.5,56.0,5597.0,6.14,6.18,3.85 +48791,0.55,Ideal,G,VVS2,62.5,56.0,2022.0,5.22,5.25,3.27 +5546,1.02,Premium,J,SI1,63.0,58.0,3856.0,6.44,6.39,4.04 +5184,0.9,Premium,G,SI1,61.3,60.0,3774.0,6.17,6.14,3.77 +10519,1.01,Ideal,G,SI2,61.4,57.0,4803.0,6.44,6.48,3.97 +25528,2.02,Premium,I,SI2,59.4,59.0,14341.0,8.25,8.21,4.89 +53348,0.79,Premium,F,SI1,62.8,55.0,2656.0,5.94,5.88,3.71 +16848,1.0,Ideal,E,VS2,61.6,57.0,6720.0,6.44,6.38,3.95 +33229,0.38,Ideal,F,VS2,61.3,57.0,822.0,4.65,4.68,2.86 +20239,1.2,Ideal,F,VS2,61.9,53.0,8669.0,6.84,6.79,4.22 +15211,1.01,Ideal,G,VS2,62.7,56.0,6108.0,6.43,6.39,4.02 +2687,0.68,Ideal,E,VS1,61.3,55.0,3243.0,5.67,5.71,3.49 +47438,0.5,Ideal,D,VS2,60.7,57.0,1854.0,5.12,5.22,3.14 +24148,2.3,Ideal,J,SI1,62.3,57.0,12316.0,8.41,8.34,5.22 +30298,0.3,Premium,D,SI2,62.4,58.0,447.0,4.28,4.31,2.68 +42870,0.43,Very Good,F,VVS1,61.5,56.0,1358.0,4.86,4.9,3.0 +15659,1.05,Ideal,I,VS2,62.2,55.8,6279.0,6.49,6.52,4.04 +1610,0.78,Very Good,G,VS2,61.3,60.0,3012.0,5.89,5.96,3.63 +41192,0.59,Ideal,I,SI2,62.8,57.0,1202.0,5.33,5.37,3.36 +7851,0.9,Premium,D,SI1,61.2,60.0,4304.0,6.19,6.14,3.77 +35706,0.3,Ideal,D,VS2,62.0,56.0,911.0,4.35,4.33,2.69 +42602,0.32,Ideal,I,VS1,60.9,56.0,505.0,4.44,4.46,2.71 +28980,0.25,Very Good,F,VS1,62.1,58.0,436.0,4.0,4.05,2.5 +30274,0.31,Ideal,I,VS2,62.1,53.7,447.0,4.37,4.4,2.72 +32652,0.31,Ideal,H,VVS2,62.4,57.0,802.0,4.36,4.32,2.71 +43926,0.26,Ideal,G,VVS2,62.7,53.0,514.0,4.09,4.11,2.57 +47707,0.58,Ideal,E,VS2,61.6,55.0,1884.0,5.33,5.38,3.3 +940,0.9,Fair,D,SI2,66.9,57.0,2885.0,6.02,5.9,3.99 +42087,0.42,Ideal,H,IF,61.9,56.0,1273.0,4.81,4.79,2.97 +37394,0.41,Good,E,VS2,61.1,61.0,982.0,4.77,4.82,2.93 +23962,1.56,Very Good,H,VVS2,63.3,58.0,12098.0,7.3,7.35,4.64 +46050,0.5,Ideal,F,VS1,62.1,55.0,1731.0,5.08,5.12,3.17 +35358,0.42,Premium,D,SI2,60.0,61.0,898.0,4.89,4.85,2.92 +9710,0.31,Ideal,E,VS2,62.0,56.0,589.0,4.36,4.38,2.71 +19657,1.2,Premium,F,VS2,62.8,62.0,8266.0,6.69,6.62,4.18 +6717,0.32,Ideal,J,VS2,62.3,55.3,413.0,4.36,4.37,2.72 +42052,0.55,Premium,H,VS2,59.9,61.0,1270.0,5.31,5.28,3.17 +19208,1.59,Premium,J,VS2,62.6,59.0,7953.0,7.45,7.43,4.66 +8063,0.27,Ideal,F,VS2,61.8,53.0,583.0,4.18,4.2,2.59 +48095,0.51,Ideal,G,VVS1,61.0,57.0,1933.0,5.17,5.19,3.16 +24099,1.72,Good,D,SI2,63.4,62.0,12248.0,7.53,7.59,4.79 +11162,1.02,Very Good,F,SI1,62.5,57.0,4948.0,6.35,6.41,3.99 +5,0.31,Good,J,SI2,63.3,58.0,335.0,4.34,4.35,2.75 +19970,1.5,Very Good,D,SI2,63.3,57.0,8518.0,7.27,7.2,4.58 +45,0.32,Good,H,SI2,63.1,56.0,403.0,4.34,4.37,2.75 +48409,0.72,Very Good,H,SI2,62.6,53.0,1970.0,5.75,5.78,3.61 +19186,1.27,Ideal,H,VS2,62.9,54.0,7937.0,6.88,6.92,4.34 +26694,0.28,Very Good,H,VS1,62.4,56.0,429.0,4.2,4.23,2.63 +44137,0.59,Ideal,E,SI1,62.2,55.0,1561.0,5.39,5.42,3.36 +6482,0.9,Fair,E,VS2,65.0,55.0,4057.0,6.11,6.04,3.95 +11984,1.06,Very Good,F,SI1,61.2,57.0,5142.0,6.58,6.68,4.06 +25631,2.01,Premium,E,SI2,62.6,58.0,14502.0,8.01,7.93,4.99 +1020,0.71,Fair,E,VS2,64.6,59.0,2902.0,5.62,5.59,3.62 +6012,0.91,Premium,E,SI1,61.9,61.0,3961.0,6.14,6.11,3.79 +50320,0.7,Ideal,I,VS2,62.0,54.1,2240.0,5.7,5.73,3.55 +47201,0.5,Very Good,G,VVS2,60.9,61.0,1838.0,5.11,5.13,3.12 +13430,1.08,Very Good,H,SI1,63.2,58.0,5516.0,6.57,6.49,4.13 +5816,0.73,Ideal,G,VVS1,61.6,56.0,3913.0,5.76,5.79,3.56 +14479,1.5,Fair,J,VS2,64.5,59.0,5846.0,7.2,7.07,4.6 +27803,0.37,Ideal,G,VS2,61.3,57.0,649.0,4.6,4.64,2.83 +8121,1.34,Very Good,H,SI2,61.1,63.0,4352.0,7.08,7.01,4.3 +34445,0.31,Ideal,E,VVS2,61.1,56.0,864.0,4.38,4.39,2.68 +18768,1.35,Premium,H,SI1,62.4,58.0,7673.0,7.03,6.95,4.36 +35441,0.32,Premium,E,VS2,61.7,58.0,900.0,4.41,4.38,2.71 +16536,1.01,Premium,E,VS2,62.5,58.0,6606.0,6.44,6.4,4.01 +50065,0.56,Ideal,F,VVS2,61.2,57.0,2202.0,5.31,5.35,3.26 +8518,1.04,Ideal,F,SI1,62.1,56.0,4426.0,6.54,6.47,4.04 +11495,1.28,Good,H,SI2,63.6,56.0,5018.0,6.92,6.78,4.37 +739,0.31,Ideal,H,VS1,61.8,54.2,557.0,4.33,4.37,2.69 +40561,0.41,Very Good,D,VS1,62.8,57.0,1151.0,4.73,4.76,2.98 +52905,0.72,Ideal,F,SI1,62.7,57.0,2586.0,5.69,5.73,3.58 +2435,0.76,Ideal,G,VS2,61.5,55.0,3183.0,5.92,5.88,3.63 +37879,0.38,Very Good,D,VS2,63.1,55.0,1005.0,4.6,4.59,2.9 +10726,0.31,Premium,D,SI2,62.9,59.0,593.0,4.31,4.28,2.7 +49693,0.71,Good,I,VS2,61.1,60.6,2145.0,5.71,5.74,3.49 +17385,0.34,Good,E,SI2,63.7,55.0,612.0,4.46,4.43,2.83 +11597,1.06,Premium,G,SI1,61.9,55.0,5043.0,6.61,6.54,4.07 +33536,0.35,Premium,D,VS2,62.0,58.0,829.0,4.54,4.56,2.82 +44006,0.3,Good,J,VS1,63.4,55.0,394.0,4.25,4.3,2.71 +42641,0.5,Ideal,H,VS2,61.2,56.0,1332.0,5.18,5.14,3.16 +25743,1.51,Ideal,G,VS1,61.1,57.0,14674.0,7.41,7.38,4.52 +20337,1.25,Premium,G,VS1,60.0,61.0,8736.0,7.03,6.92,4.23 +49506,0.61,Good,F,VS1,60.6,60.3,2120.0,5.46,5.51,3.32 +38215,0.43,Premium,F,SI1,62.6,58.0,1016.0,4.81,4.77,3.0 +25148,1.5,Premium,G,VS1,59.2,59.0,13720.0,7.44,7.39,4.39 +30052,0.41,Premium,G,SI1,59.1,58.0,719.0,4.83,4.88,2.87 +44181,0.71,Premium,H,SI2,61.7,59.0,1567.0,5.76,5.72,3.54 +22367,0.31,Very Good,H,VS2,63.5,57.0,628.0,4.34,4.32,2.75 +6692,0.31,Very Good,I,SI1,60.7,60.0,408.0,4.33,4.37,2.64 +36077,0.4,Very Good,G,VVS2,61.6,58.0,925.0,4.73,4.78,2.93 +41952,0.23,Very Good,F,VVS2,63.3,57.0,505.0,3.91,3.93,2.48 +46973,0.38,Good,I,SI1,63.7,57.0,529.0,4.63,4.57,2.93 +18414,1.25,Ideal,I,VS1,61.6,56.0,7485.0,6.91,6.95,4.27 +20257,1.52,Ideal,J,VS1,62.8,54.3,8687.0,7.32,7.35,4.61 +21199,1.1,Ideal,F,VVS2,61.2,56.0,9343.0,6.71,6.64,4.08 +37434,0.33,Good,G,IF,57.9,60.0,984.0,4.55,4.57,2.64 +44961,0.58,Premium,I,VVS1,62.6,59.0,1636.0,5.27,5.31,3.31 +24794,1.31,Ideal,G,VVS2,60.3,56.0,13168.0,7.09,7.15,4.29 +29917,0.33,Ideal,G,VVS2,61.9,55.0,713.0,4.41,4.44,2.74 +37605,0.23,Very Good,D,VVS2,63.5,58.0,485.0,3.86,3.89,2.46 +6087,1.02,Fair,H,SI1,64.6,55.0,3972.0,6.33,6.28,4.07 +46164,0.5,Ideal,E,VS2,61.4,57.0,1746.0,5.11,5.08,3.13 +313,0.79,Ideal,I,VS1,61.8,59.0,2800.0,5.92,5.95,3.67 +51072,0.71,Very Good,F,SI1,61.9,56.0,2333.0,5.67,5.7,3.52 +25119,1.55,Ideal,H,VS1,62.0,57.0,13665.0,7.37,7.43,4.59 +6297,1.01,Premium,G,SI2,59.4,60.0,4022.0,6.55,6.58,3.9 +17853,1.21,Very Good,H,SI1,59.6,60.0,7203.0,6.93,6.94,4.13 +3499,0.9,Good,E,SI1,64.3,62.0,3400.0,6.0,6.07,3.88 +33700,0.33,Ideal,G,VVS1,62.0,55.0,838.0,4.45,4.49,2.77 +6883,1.01,Ideal,H,SI2,60.1,60.0,4131.0,6.54,6.5,3.92 +25091,2.01,Premium,J,VS2,60.4,59.0,13619.0,8.1,8.15,4.91 +39060,0.47,Ideal,H,VS2,62.7,55.0,1058.0,5.08,4.95,3.15 +39677,0.41,Ideal,E,VS2,62.2,56.0,1087.0,4.8,4.75,2.97 +20338,2.0,Fair,I,SI2,69.1,56.0,8736.0,7.84,7.7,5.37 +30060,0.41,Premium,G,SI1,60.3,59.0,719.0,4.76,4.79,2.88 +46254,0.52,Ideal,H,VVS1,61.7,55.0,1754.0,5.17,5.2,3.2 +3144,0.71,Very Good,F,VVS2,63.6,56.0,3332.0,5.65,5.7,3.61 +35699,0.3,Premium,E,VS1,61.3,59.0,911.0,4.33,4.28,2.64 +5326,0.61,Good,F,SI2,62.5,65.0,3807.0,5.36,5.29,3.33 +51135,0.71,Premium,E,SI2,60.5,59.0,2340.0,5.78,5.75,3.49 +42437,0.53,Ideal,D,SI2,61.4,56.0,1314.0,5.22,5.24,3.21 +33960,0.3,Ideal,H,SI1,61.7,56.0,465.0,4.33,4.35,2.68 +53436,0.72,Very Good,F,SI1,61.1,54.0,2673.0,5.82,5.84,3.56 +42609,0.32,Very Good,H,VS2,60.6,58.0,505.0,4.44,4.47,2.7 +53138,0.72,Good,D,SI2,59.7,61.0,2620.0,5.78,5.84,3.47 +25656,2.01,Ideal,I,SI1,61.9,56.0,14558.0,8.16,8.08,5.03 +44093,0.51,Good,E,VS2,59.2,62.0,1554.0,5.22,5.29,3.11 +7690,0.9,Very Good,G,VS2,58.4,61.0,4276.0,6.33,6.38,3.71 +22281,1.56,Ideal,I,VS2,61.8,56.0,10333.0,7.41,7.45,4.59 +15787,1.12,Ideal,I,VVS2,61.6,54.0,6317.0,6.72,6.74,4.14 +47125,0.71,Fair,H,SI1,65.9,57.0,1828.0,5.54,5.48,3.63 +22998,2.3,Premium,I,SI2,61.3,58.0,11051.0,8.53,8.46,5.21 +10338,1.0,Ideal,E,SI2,61.9,56.0,4766.0,6.39,6.43,3.97 +26840,2.03,Premium,H,SI1,61.7,59.0,16747.0,8.1,8.17,5.02 +15675,1.01,Very Good,F,VS2,60.8,58.0,6288.0,6.44,6.49,3.93 +14620,1.01,Very Good,F,VS2,62.9,56.0,5902.0,6.38,6.41,4.02 +2847,0.73,Ideal,E,VS2,62.2,56.0,3270.0,5.78,5.76,3.59 +35871,0.34,Ideal,D,VVS2,60.1,57.0,918.0,4.54,4.58,2.74 +33860,0.3,Ideal,E,VS2,61.0,56.0,844.0,4.36,4.33,2.65 +33885,0.3,Ideal,E,VS2,62.6,54.0,844.0,4.33,4.29,2.7 +48468,0.51,Premium,D,VS2,60.1,59.0,1977.0,5.19,5.16,3.11 +10544,1.01,Ideal,E,SI2,62.4,56.0,4808.0,6.43,6.39,4.0 +36988,0.51,Premium,H,SI2,60.0,62.0,964.0,5.18,5.15,3.1 +10782,0.93,Ideal,E,SI2,60.5,54.0,4858.0,6.4,6.38,3.87 +7999,1.01,Premium,G,SI2,60.5,58.0,4327.0,6.55,6.47,3.94 +35019,0.4,Premium,E,SI1,62.9,59.0,882.0,4.72,4.69,2.96 +11869,1.16,Ideal,I,SI1,62.4,57.0,5107.0,6.71,6.75,4.2 +4564,0.91,Premium,F,SI1,62.7,59.0,3644.0,6.23,6.18,3.89 +50527,0.7,Ideal,E,VS2,61.4,57.0,2274.0,5.72,5.78,3.53 +12129,1.25,Premium,J,VS2,62.0,59.0,5170.0,6.87,6.9,4.27 +16098,1.14,Very Good,G,VS2,63.2,56.0,6435.0,6.67,6.63,4.2 +50381,0.7,Very Good,F,VS2,63.5,56.0,2250.0,5.64,5.45,3.52 +35280,0.39,Ideal,I,IF,62.3,54.0,895.0,4.69,4.71,2.93 +31374,0.3,Premium,H,VVS1,61.3,58.0,761.0,4.32,4.3,2.64 +10031,0.3,Fair,J,VS2,64.8,58.0,416.0,4.24,4.16,2.72 +31592,0.2,Premium,E,VS2,59.8,62.0,367.0,3.79,3.77,2.26 +28054,0.32,Ideal,F,VS2,61.5,55.0,660.0,4.4,4.44,2.72 +12719,0.32,Ideal,E,VS2,61.4,56.0,599.0,4.41,4.45,2.72 +26731,2.03,Ideal,G,SI2,62.5,56.0,16505.0,8.1,8.05,5.05 +3854,0.72,Ideal,G,VS1,61.6,56.0,3478.0,5.75,5.78,3.55 +26073,1.5,Premium,F,VS1,62.3,58.0,15291.0,7.33,7.28,4.55 +25642,1.54,Ideal,E,VS2,62.0,56.0,14529.0,7.46,7.43,4.61 +30344,0.36,Premium,D,VS2,60.3,58.0,727.0,4.63,4.66,2.8 +5014,1.1,Ideal,F,I1,61.8,56.0,3745.0,6.65,6.61,4.1 +11361,1.0,Very Good,H,SI1,62.0,54.0,4995.0,6.43,6.47,4.0 +29637,0.23,Good,F,VS2,61.0,57.0,442.0,3.97,4.01,2.44 +53484,0.71,Very Good,E,VS2,63.7,54.0,2682.0,5.65,5.66,3.6 +28587,0.3,Ideal,G,VS2,62.3,56.0,675.0,4.3,4.27,2.67 +22450,1.61,Premium,F,SI1,60.2,58.0,10477.0,7.61,7.65,4.59 +52411,0.52,Ideal,E,VS1,61.4,57.0,2512.0,5.21,5.18,3.19 +7566,1.02,Very Good,H,SI2,63.4,54.0,4252.0,6.37,6.43,4.06 +3381,0.31,Ideal,I,SI1,62.7,56.0,408.0,4.3,4.34,2.71 +33585,0.41,Very Good,E,VS2,62.7,58.0,833.0,4.68,4.73,2.95 +4524,1.03,Ideal,F,I1,61.0,56.0,3634.0,6.58,6.52,3.99 +40882,0.38,Ideal,E,VVS2,62.2,56.0,1176.0,4.65,4.58,2.87 +43322,0.53,Fair,F,VS2,65.5,58.0,1402.0,5.09,5.03,3.31 +37306,0.31,Ideal,F,IF,62.0,56.0,979.0,4.32,4.36,2.69 +23365,0.31,Ideal,J,VS1,61.2,55.0,424.0,4.37,4.39,2.68 +36030,0.41,Premium,G,SI1,62.5,58.0,923.0,4.78,4.75,2.98 +5400,0.3,Very Good,D,SI2,63.3,57.0,574.0,4.3,4.26,2.71 +53393,0.77,Good,D,SI2,63.8,58.0,2665.0,5.81,5.78,3.7 +26781,2.01,Very Good,I,VS2,62.7,58.0,16626.0,7.94,7.98,4.99 +34042,0.3,Ideal,G,IF,61.7,53.0,850.0,4.33,4.36,2.68 +40350,0.43,Ideal,G,VVS2,60.9,57.0,1129.0,4.9,4.85,2.97 +23510,1.7,Premium,I,VS2,61.4,59.0,11519.0,7.6,7.68,4.69 +11951,1.01,Ideal,E,SI1,61.8,56.0,5132.0,6.46,6.51,4.01 +23110,1.1,Very Good,D,VVS2,61.7,56.0,11132.0,6.64,6.65,4.1 +48073,0.72,Ideal,J,SI1,62.7,56.0,1929.0,5.75,5.67,3.58 +30828,0.33,Premium,I,VVS2,62.2,59.0,743.0,4.47,4.41,2.76 +12145,1.2,Ideal,I,SI1,62.2,56.0,5174.0,6.75,6.73,4.19 +48712,0.56,Ideal,E,VS1,61.8,56.0,2010.0,5.28,5.33,3.28 +45020,0.54,Ideal,H,VS1,61.9,56.0,1637.0,5.24,5.2,3.23 +3296,0.74,Premium,D,VS1,62.7,56.0,3365.0,5.8,5.77,3.63 +43079,0.5,Premium,F,SI1,59.6,60.0,1378.0,5.15,5.12,3.06 +47648,0.23,Ideal,F,VVS2,61.9,57.0,530.0,3.93,3.96,2.44 +3686,0.9,Very Good,H,SI1,62.6,58.0,3447.0,6.08,6.12,3.82 +43198,0.5,Premium,F,VS2,61.4,60.0,1395.0,5.13,5.17,3.16 +50179,0.7,Good,D,SI2,63.1,60.0,2221.0,5.56,5.62,3.53 +52931,0.77,Very Good,H,SI1,60.4,58.0,2591.0,5.9,5.93,3.57 +14586,1.05,Premium,H,VS1,60.1,57.0,5886.0,6.62,6.59,3.97 +22414,2.63,Very Good,J,I1,62.3,61.0,10437.0,8.76,8.81,5.47 +38894,0.51,Ideal,I,SI2,60.8,56.0,1051.0,5.14,5.26,3.16 +26587,2.01,Very Good,I,VS2,59.6,60.0,16304.0,8.13,8.19,4.86 +27618,2.01,Very Good,I,VS1,63.0,59.0,18500.0,7.87,7.94,4.98 +22485,1.51,Good,F,SI1,64.2,57.0,10514.0,7.09,7.2,4.59 +49937,0.58,Good,E,VS1,58.6,64.0,2185.0,5.4,5.46,3.18 +9970,1.14,Good,I,SI1,63.5,56.0,4702.0,6.58,6.62,4.19 +10203,0.8,Ideal,G,VVS2,61.5,55.0,4740.0,5.95,5.99,3.68 +4513,1.02,Fair,F,SI2,66.6,58.0,3633.0,6.21,6.14,4.11 +46287,0.55,Ideal,D,VS2,62.7,57.0,1755.0,5.2,5.23,3.27 +20118,1.31,Ideal,H,VS1,61.5,55.0,8583.0,7.05,7.02,4.33 +42187,0.5,Very Good,G,SI1,60.0,63.0,1286.0,5.1,5.06,3.05 +36140,0.33,Ideal,E,VS2,61.8,55.0,928.0,4.48,4.45,2.76 +43070,0.6,Very Good,J,VS1,62.6,56.0,1378.0,5.37,5.41,3.37 +47321,0.23,Very Good,D,VVS2,61.0,59.0,530.0,3.95,3.98,2.42 +52206,0.7,Ideal,G,SI1,61.3,56.0,2480.0,5.73,5.78,3.53 +30825,0.33,Premium,I,VVS2,61.0,59.0,743.0,4.44,4.41,2.7 +36874,0.42,Ideal,E,VS2,62.2,55.0,958.0,4.79,4.83,2.99 +14940,0.9,Ideal,E,VS2,62.3,57.0,6018.0,6.16,6.19,3.85 +26382,2.08,Premium,E,SI2,62.3,59.0,15873.0,8.22,8.16,5.1 +26588,2.01,Good,I,VS2,62.4,62.0,16304.0,7.91,7.99,4.96 +49557,0.71,Good,F,SI2,64.1,60.0,2130.0,0.0,0.0,0.0 +42027,0.38,Ideal,E,VVS1,61.9,56.0,1267.0,4.64,4.67,2.88 +3524,0.71,Very Good,D,VS1,63.2,57.0,3406.0,5.63,5.67,3.57 +4385,0.31,Ideal,I,VVS1,62.0,54.0,571.0,4.34,4.37,2.7 +38307,0.37,Very Good,F,SI2,60.2,60.0,487.0,4.6,4.7,2.8 +13905,1.07,Very Good,J,VVS2,60.0,60.0,5661.0,6.57,6.59,3.95 +39218,0.32,Ideal,D,VS2,61.7,55.0,1066.0,4.39,4.42,2.72 +50894,0.71,Premium,F,SI1,61.1,62.0,2317.0,5.76,5.72,3.51 +33547,0.35,Ideal,D,VS2,62.4,55.0,829.0,4.48,4.52,2.81 +45616,0.5,Very Good,F,VS1,62.0,58.0,1692.0,5.08,5.11,3.16 +42624,0.32,Premium,H,VS2,61.7,59.0,505.0,4.35,4.4,2.7 +42685,0.5,Very Good,H,VS2,62.3,56.0,1337.0,5.06,5.11,3.17 +18283,1.21,Ideal,H,VS2,62.6,54.8,7426.0,6.78,6.84,4.26 +38672,0.44,Premium,E,SI1,62.3,59.0,1040.0,4.88,4.84,3.03 +16979,1.19,Very Good,H,VS2,60.5,59.0,6781.0,6.97,7.0,4.17 +41409,0.49,Premium,G,VS2,61.0,59.0,1225.0,5.13,5.06,3.11 +44802,0.5,Ideal,E,VS2,61.5,57.0,1624.0,5.11,5.14,3.15 +52544,0.77,Very Good,J,VVS1,62.8,58.0,2532.0,5.78,5.84,3.65 +27438,2.21,Ideal,I,SI1,61.6,57.0,18062.0,8.38,8.43,5.18 +4394,0.31,Premium,D,SI1,61.4,58.0,571.0,4.34,4.39,2.68 +51496,0.7,Fair,F,VS1,64.5,57.0,2381.0,5.65,5.58,3.62 +9386,0.32,Good,D,SI1,63.6,56.0,589.0,4.34,4.37,2.77 +47124,0.86,Premium,I,I1,62.6,56.0,1828.0,6.11,6.03,3.8 +44565,0.52,Ideal,D,SI1,62.9,56.0,1605.0,5.16,5.11,3.23 +27342,2.07,Very Good,H,SI1,62.1,59.0,17893.0,8.15,8.2,5.08 +27713,0.36,Premium,H,SI1,63.0,55.0,648.0,4.54,4.51,2.85 +19260,1.23,Ideal,G,VS2,61.5,54.0,7988.0,6.89,6.92,4.25 +14202,1.01,Premium,G,VS2,60.2,59.0,5759.0,6.48,6.55,3.92 +36745,0.41,Good,E,VS1,61.3,61.0,954.0,4.77,4.79,2.93 +21354,1.02,Very Good,E,VVS1,62.6,56.0,9498.0,6.35,6.5,4.02 +39788,0.39,Ideal,D,VS1,61.9,57.0,1095.0,4.69,4.71,2.91 +2426,0.95,Premium,G,SI2,59.8,60.0,3181.0,6.36,6.34,3.8 +51467,0.9,Fair,G,SI2,65.4,57.0,2376.0,6.01,5.97,3.98 +35279,0.5,Ideal,J,SI1,62.3,55.0,895.0,5.07,5.11,3.17 +18802,1.59,Premium,J,SI1,62.5,60.0,7695.0,7.42,7.46,4.65 +19310,1.0,Premium,D,VS1,62.7,60.0,8020.0,6.36,6.31,3.97 +14976,1.25,Good,F,SI2,59.0,61.0,6032.0,7.01,7.06,4.15 +25215,2.02,Premium,J,VS2,62.0,59.0,13812.0,8.08,8.06,5.0 +48371,0.51,Ideal,G,VVS1,61.4,56.0,1963.0,5.14,5.15,3.16 +16821,1.04,Ideal,G,VS2,62.5,57.0,6709.0,6.49,6.46,4.05 +47189,0.59,Premium,I,VVS1,62.8,58.0,1837.0,5.34,5.3,3.34 +35876,0.4,Ideal,E,VS1,60.4,57.0,918.0,4.76,4.81,2.89 +2138,0.82,Ideal,G,SI1,60.7,57.0,3123.0,6.07,6.06,3.68 +10828,1.23,Good,J,SI1,63.1,57.6,4870.0,6.74,6.8,4.27 +19323,1.2,Very Good,G,VS2,63.1,57.0,8032.0,6.74,6.69,4.24 +13622,1.07,Premium,H,VS2,62.4,57.0,5573.0,6.58,6.52,4.09 +18315,1.01,Very Good,D,VS2,63.1,58.0,7448.0,6.34,6.38,4.01 +4588,0.8,Ideal,F,VS2,62.0,55.0,3653.0,5.93,6.0,3.7 +50542,0.52,Ideal,E,VS1,61.8,56.0,2275.0,5.17,5.19,3.2 +47860,0.67,Ideal,G,VS2,61.4,57.0,1910.0,5.7,5.67,3.49 +36995,0.54,Ideal,J,SI1,62.5,54.0,964.0,5.22,5.25,3.27 +22327,1.16,Ideal,G,IF,59.9,57.0,10368.0,6.85,6.93,4.13 +5747,1.0,Good,D,SI2,64.3,53.0,3894.0,6.29,6.34,4.06 +11552,1.13,Ideal,I,VS2,62.3,56.0,5031.0,6.73,6.63,4.16 +48779,0.7,Premium,H,SI1,62.2,59.0,2020.0,5.7,5.65,3.53 +3137,0.88,Ideal,I,SI1,61.7,56.0,3328.0,6.14,6.18,3.8 +26474,1.52,Ideal,F,VS1,62.2,55.0,16055.0,7.29,7.41,4.57 +42665,0.62,Good,E,SI2,59.4,65.0,1333.0,5.54,5.48,3.27 +627,0.7,Premium,H,VVS1,59.2,60.0,2840.0,5.87,5.78,3.45 +11491,1.13,Very Good,F,SI1,61.2,59.0,5017.0,6.72,6.75,4.12 +22728,1.5,Premium,I,VVS2,59.7,60.0,10744.0,7.62,7.46,4.5 +42400,0.51,Good,F,SI1,63.6,58.0,1308.0,5.05,5.08,3.22 +49718,0.63,Very Good,F,VS1,59.2,57.0,2149.0,5.56,5.66,3.32 +26418,1.7,Premium,G,VS2,59.0,58.0,15941.0,7.85,7.8,4.62 +5218,0.82,Ideal,H,VVS2,61.4,56.0,3781.0,6.01,6.05,3.71 +12797,1.11,Very Good,H,SI1,62.5,58.0,5335.0,6.61,6.64,4.14 +36166,0.38,Ideal,D,VS2,63.0,54.0,929.0,4.61,4.66,2.92 +8266,0.9,Very Good,D,SI1,61.0,63.0,4381.0,6.1,6.13,3.73 +32513,0.4,Ideal,D,SI2,61.3,56.0,798.0,4.77,4.72,2.91 +16347,1.03,Very Good,G,VS1,63.0,56.0,6539.0,6.43,6.46,4.06 +36734,0.32,Ideal,E,VVS1,61.3,57.0,954.0,4.38,4.43,2.7 +5897,0.9,Premium,G,SI1,61.0,59.0,3931.0,6.29,6.17,3.8 +22303,1.65,Ideal,H,SI2,61.6,55.0,10349.0,7.58,7.62,4.68 +42679,0.41,Ideal,G,IF,62.1,57.0,1336.0,4.77,4.76,2.96 +50281,0.3,Very Good,G,VS2,62.1,56.0,541.0,4.27,4.3,2.66 +48258,0.7,Premium,J,VS1,59.6,62.0,1953.0,5.77,5.7,3.42 +10087,1.02,Ideal,E,SI2,60.3,57.0,4712.0,6.5,6.53,3.95 +26442,2.0,Premium,H,SI1,60.1,61.0,15984.0,8.13,8.1,4.88 +25422,1.51,Very Good,F,VS2,62.8,56.0,14165.0,7.27,7.32,4.58 +48495,0.52,Ideal,F,VS2,61.5,56.0,1981.0,5.19,5.21,3.2 +46608,0.54,Ideal,D,SI1,62.4,57.0,1786.0,5.23,5.19,3.25 +28928,0.3,Good,G,VVS2,63.6,57.0,684.0,4.26,4.3,2.72 +50967,0.71,Ideal,G,SI2,60.6,57.0,2325.0,5.81,5.87,3.54 +7587,1.0,Fair,E,SI2,65.2,56.0,4256.0,6.3,6.12,4.05 +27802,0.37,Ideal,G,VS2,61.5,56.0,649.0,4.59,4.64,2.84 +13038,0.36,Premium,F,SI1,61.1,59.0,600.0,4.55,4.59,2.79 +37111,0.4,Premium,H,SI1,61.9,57.0,969.0,4.75,4.71,2.93 +15241,1.33,Ideal,J,VS1,61.3,57.0,6118.0,7.11,7.08,4.35 +50654,0.31,Ideal,G,VS2,61.4,57.0,544.0,4.33,4.37,2.67 +48413,0.6,Ideal,F,VS2,61.9,57.0,1970.0,5.39,5.43,3.35 +50753,0.7,Good,D,SI1,64.2,60.0,2298.0,5.59,5.62,3.6 +1583,0.91,Very Good,F,SI1,63.1,60.0,3007.0,6.13,6.1,3.86 +31947,0.3,Premium,F,VS2,62.5,58.0,776.0,4.32,4.29,2.69 +41278,0.41,Good,F,I1,63.8,57.0,503.0,4.69,4.72,3.0 +5424,1.01,Good,I,SI2,62.6,59.0,3823.0,6.34,6.43,4.0 +12422,1.0,Very Good,E,SI1,61.7,57.0,5239.0,6.34,6.47,3.95 +47373,0.54,Ideal,G,VS1,61.9,54.0,1847.0,5.25,5.28,3.26 +40115,0.41,Ideal,F,VVS2,60.1,57.0,1115.0,4.83,4.85,2.91 +52311,0.23,Very Good,D,VVS2,58.9,60.0,549.0,4.03,3.95,2.35 +37822,0.31,Ideal,E,IF,61.3,58.0,1002.0,4.37,4.4,2.69 +34348,0.32,Ideal,D,VS1,61.5,56.0,862.0,4.41,4.43,2.72 +4802,0.82,Premium,E,VS2,59.7,61.0,3697.0,6.08,6.04,3.62 +24890,2.0,Ideal,H,VS2,60.5,56.0,13320.0,8.34,8.22,5.01 +16582,1.1,Ideal,F,SI1,61.6,54.0,6621.0,6.66,6.69,4.11 +45380,0.5,Ideal,H,SI1,61.3,56.0,1666.0,5.12,5.16,3.15 +10152,1.1,Premium,I,SI1,61.2,61.0,4725.0,6.66,6.61,4.01 +29533,0.31,Very Good,E,VVS2,58.8,59.0,704.0,4.46,4.45,2.62 +10305,1.19,Premium,J,VS2,62.8,57.0,4761.0,6.78,6.7,4.23 +41117,0.44,Premium,F,VVS2,61.6,58.0,1196.0,4.85,4.89,3.0 +20780,1.0,Ideal,F,VVS2,59.7,60.0,9014.0,6.48,6.52,3.88 +40916,0.42,Premium,G,VVS1,59.8,58.0,1179.0,4.85,4.88,2.91 +1423,1.04,Good,I,SI2,59.9,64.0,2970.0,6.51,6.45,3.88 +42527,0.4,Ideal,F,VVS1,61.3,55.0,1323.0,4.78,4.75,2.92 +50416,0.67,Good,D,SI1,63.8,57.0,2258.0,5.53,5.48,3.51 +29169,0.33,Very Good,F,VVS2,63.5,54.0,694.0,4.42,4.37,2.79 +40640,0.41,Premium,E,VS1,61.8,58.0,1153.0,4.75,4.73,2.93 +46582,0.81,Premium,I,SI2,61.5,60.0,1786.0,5.94,5.9,3.64 +4109,1.08,Ideal,J,SI2,61.8,57.0,3537.0,6.56,6.58,4.06 +23970,2.15,Very Good,I,SI2,63.4,56.0,12100.0,8.2,8.15,5.18 +16048,0.3,Premium,H,VS2,62.2,59.0,608.0,4.31,4.28,2.67 +22628,1.71,Very Good,I,SI1,62.4,59.0,10681.0,7.63,7.6,4.75 +16648,1.27,Very Good,I,SI1,63.0,60.0,6654.0,6.86,6.8,4.3 +32417,0.41,Premium,D,SI1,61.0,59.0,791.0,4.76,4.78,2.91 +53328,0.73,Ideal,G,SI1,62.1,56.0,2654.0,5.74,5.79,3.58 +18354,1.01,Good,E,VS1,63.6,54.0,7466.0,6.38,6.32,4.04 +1650,1.02,Very Good,F,SI2,63.3,56.0,3018.0,6.38,6.31,4.02 +12821,1.02,Ideal,G,VS2,62.4,57.0,5346.0,6.47,6.36,4.0 +1709,0.78,Ideal,F,SI1,61.0,55.0,3036.0,6.0,5.96,3.65 +38885,0.4,Ideal,D,VS2,61.5,55.0,1050.0,4.75,4.71,2.91 +19984,1.11,Very Good,F,VS1,60.7,55.0,8528.0,6.69,6.71,4.07 +4995,0.9,Good,D,SI2,63.6,57.0,3740.0,6.07,6.03,3.85 +22265,1.15,Ideal,F,VS1,61.1,55.0,10316.0,6.76,6.82,4.15 +10471,1.24,Premium,I,SI1,62.4,59.0,4791.0,6.89,6.87,4.29 +47588,0.51,Ideal,H,VVS2,61.6,55.0,1877.0,5.11,5.14,3.16 +13820,1.53,Ideal,H,SI2,59.6,57.0,5631.0,7.46,7.38,4.42 +12650,1.15,Ideal,H,SI1,61.9,55.0,5296.0,6.74,6.77,4.18 +8164,1.03,Premium,I,SI1,61.6,59.0,4362.0,6.46,6.49,3.99 +13329,1.11,Ideal,D,SI2,62.2,57.0,5501.0,6.66,6.62,4.12 +42529,0.4,Premium,F,VVS1,61.9,57.0,1323.0,4.71,4.69,2.91 +33852,0.3,Premium,F,VS1,60.5,60.0,844.0,4.31,4.29,2.6 +7106,1.51,Fair,G,I1,65.6,54.0,4167.0,7.28,7.1,4.72 +44495,0.55,Very Good,F,VS2,62.5,62.0,1599.0,5.2,5.24,3.26 +14618,1.2,Premium,H,SI1,62.4,59.0,5899.0,6.73,6.7,4.19 +28816,0.41,Ideal,H,SI1,61.2,56.0,683.0,4.77,4.81,2.93 +44837,0.6,Ideal,G,VS2,62.1,57.0,1625.0,5.36,5.43,3.35 +8774,1.01,Premium,F,SI2,58.8,61.0,4468.0,6.53,6.46,3.82 +37650,0.41,Very Good,D,VS1,63.4,56.0,991.0,4.7,4.76,3.0 +11031,0.9,Ideal,D,SI1,61.8,57.0,4919.0,6.22,6.17,3.83 +24847,1.73,Ideal,I,VS1,61.4,57.0,13250.0,7.7,7.65,4.71 +46041,0.57,Good,H,VS1,63.7,51.0,1728.0,5.36,5.29,3.39 +2466,0.71,Ideal,E,VS2,62.0,57.0,3191.0,5.71,5.74,3.55 +40766,0.62,Premium,J,VS2,61.2,59.0,1166.0,5.42,5.52,3.35 +33400,0.4,Ideal,I,VS1,62.0,54.0,828.0,4.72,4.75,2.94 +22587,2.0,Good,I,VS2,64.0,60.0,10640.0,7.9,7.83,5.04 +42184,0.56,Premium,H,SI1,61.3,60.0,1286.0,5.28,5.23,3.22 +22750,1.56,Premium,G,SI1,58.8,57.0,10766.0,7.68,7.62,4.5 +52021,0.72,Good,F,SI1,60.4,61.0,2446.0,5.75,5.8,3.49 +52514,0.73,Ideal,F,SI1,59.6,57.0,2527.0,5.88,5.86,3.5 +40056,0.38,Ideal,E,VS1,62.2,55.0,1112.0,4.67,4.63,2.89 +26883,2.48,Premium,I,VS2,60.1,58.0,16820.0,8.83,8.76,5.29 +21754,1.5,Premium,H,SI1,61.0,60.0,9820.0,7.33,7.27,4.45 +30246,0.33,Good,F,VVS1,60.2,64.0,724.0,4.47,4.5,2.7 +6637,1.0,Very Good,I,SI1,63.2,56.0,4088.0,6.37,6.31,4.01 +27145,1.7,Ideal,F,VS2,62.4,57.0,17360.0,7.65,7.57,4.75 +23545,1.5,Good,E,SI1,58.5,59.0,11554.0,7.45,7.49,4.37 +11770,1.0,Very Good,E,SI1,60.9,59.0,5082.0,6.38,6.43,3.9 +27308,2.17,Ideal,H,SI2,62.0,56.0,17805.0,8.25,8.29,5.13 +12071,0.94,Ideal,D,SI2,62.2,56.0,5155.0,6.24,6.27,3.89 +18918,1.51,Premium,I,SI2,62.7,55.0,7766.0,7.37,7.28,4.59 +14878,1.54,Good,I,SI2,57.9,62.0,5989.0,7.63,7.5,4.38 +35251,0.3,Ideal,E,VVS1,61.2,57.0,895.0,4.33,4.36,2.66 +24878,1.59,Ideal,D,SI1,61.3,56.0,13298.0,7.5,7.6,4.63 +35989,0.42,Ideal,G,VS1,62.5,54.0,921.0,4.79,4.84,3.01 +47389,0.54,Ideal,E,VS2,62.2,55.0,1847.0,5.24,5.21,3.25 +40453,0.31,Ideal,F,VVS1,60.7,57.0,1140.0,4.41,4.39,2.67 +25761,2.02,Very Good,I,SI2,61.9,60.0,14715.0,8.12,8.06,5.01 +13293,1.2,Very Good,I,SI2,63.7,56.0,5490.0,6.66,6.71,4.26 +1733,0.32,Ideal,G,VS2,61.8,55.0,561.0,4.41,4.42,2.73 +8840,1.01,Good,E,SI2,63.2,59.0,4479.0,6.34,6.38,4.02 +4890,0.9,Good,I,VVS2,64.8,55.0,3718.0,6.04,6.15,3.95 +50199,0.71,Very Good,I,VS1,62.9,59.0,2226.0,5.68,5.71,3.58 +3424,0.7,Ideal,G,VS1,60.5,56.0,3384.0,5.77,5.79,3.5 +2063,0.32,Premium,E,SI1,60.2,60.0,561.0,4.39,4.44,2.66 +51277,0.72,Ideal,H,SI1,61.7,54.0,2359.0,5.77,5.81,3.57 +3152,0.98,Fair,G,SI2,66.6,56.0,3332.0,6.12,6.02,4.04 +8315,0.91,Very Good,D,SI1,63.5,56.0,4389.0,6.13,6.18,3.91 +48041,0.51,Premium,G,VVS1,60.2,58.0,1925.0,5.2,5.24,3.14 +7151,0.79,Ideal,F,VVS2,61.9,57.0,4180.0,5.93,5.96,3.68 +2421,0.91,Premium,H,SI1,62.2,56.0,3180.0,6.23,6.18,3.86 +10282,0.96,Very Good,F,SI1,62.1,62.0,4755.0,6.24,6.32,3.9 +5055,0.31,Premium,H,SI1,60.5,60.0,573.0,4.4,4.33,2.64 +17419,1.13,Ideal,I,VS1,61.9,55.0,6980.0,6.67,6.7,4.14 +39188,0.5,Premium,E,SI2,59.7,59.0,1063.0,5.18,5.11,3.07 +8217,1.02,Premium,G,SI2,62.5,59.0,4370.0,6.42,6.37,4.0 +5165,0.9,Very Good,H,SI1,60.8,57.0,3770.0,6.22,6.25,3.79 +7720,0.26,Ideal,F,VS1,62.3,56.0,580.0,4.1,4.08,2.55 +11843,1.02,Premium,H,VS2,61.8,58.0,5100.0,6.49,6.43,3.99 +17911,1.38,Premium,H,VS1,61.0,60.0,7233.0,7.21,7.16,4.38 +35403,0.32,Ideal,F,VS1,61.9,56.0,900.0,4.4,4.35,2.71 +2922,0.7,Ideal,D,VS1,62.6,58.0,3287.0,5.64,5.67,3.54 +48968,0.34,Ideal,H,VS2,62.6,54.0,537.0,4.45,4.5,2.8 +37664,0.42,Premium,F,SI1,61.8,58.0,992.0,4.84,4.81,2.98 +27950,0.3,Very Good,G,SI1,62.5,56.0,432.0,4.27,4.3,2.68 +15035,0.3,Very Good,G,VS1,62.9,57.0,605.0,4.28,4.31,2.7 +21518,1.5,Very Good,I,VVS2,64.0,54.0,9618.0,7.19,7.27,4.63 +34569,0.31,Ideal,E,VS1,61.6,55.0,871.0,4.37,4.39,2.7 +12218,1.1,Very Good,I,VS1,60.8,58.3,5196.0,6.63,6.68,4.04 +44884,0.5,Ideal,E,VS2,61.0,56.0,1629.0,5.17,5.12,3.14 +37023,0.33,Premium,G,VVS2,61.7,59.0,965.0,4.42,4.39,2.72 +31748,0.44,Very Good,G,SI1,61.6,61.0,772.0,4.83,4.88,2.99 +27675,2.43,Premium,J,VS2,62.2,57.0,18692.0,8.63,8.54,5.34 +31220,0.32,Ideal,D,SI1,62.7,54.0,756.0,4.4,4.37,2.75 +38008,0.4,Premium,F,VVS2,59.4,59.0,1008.0,4.85,4.78,2.86 +42730,0.6,Ideal,I,SI1,62.2,58.0,1342.0,5.37,5.41,3.35 +36913,0.41,Premium,H,VVS2,62.2,58.0,961.0,4.74,4.71,2.94 +9124,1.0,Good,E,SI1,63.5,62.0,4535.0,6.27,6.4,4.02 +51677,0.71,Premium,H,VS1,62.8,58.0,2398.0,5.7,5.67,3.57 +13171,1.06,Very Good,E,SI1,63.7,55.0,5445.0,6.45,6.49,4.12 +50259,0.56,Very Good,F,VVS2,59.5,61.0,2236.0,5.36,5.33,3.18 +49425,0.7,Very Good,H,SI1,61.5,57.0,2107.0,5.64,5.68,3.48 +5558,1.0,Good,F,SI2,56.7,60.0,3858.0,6.62,6.58,3.74 +22968,1.59,Very Good,I,VS1,61.2,57.8,11018.0,7.5,7.52,4.6 +7080,0.33,Ideal,G,VS2,61.6,55.0,579.0,4.43,4.46,2.74 +18874,1.11,Ideal,F,VS2,61.6,57.0,7740.0,6.65,6.67,4.1 +53390,0.71,Ideal,E,SI1,61.7,56.0,2663.0,5.72,5.75,3.54 +39537,0.4,Premium,F,VS2,59.7,58.0,1080.0,4.83,4.79,2.87 +37560,0.31,Premium,G,IF,61.4,59.0,988.0,4.39,4.34,2.68 +29487,0.4,Very Good,G,SI1,59.2,61.0,702.0,4.78,4.81,2.84 +3123,0.78,Ideal,G,VS2,62.6,57.0,3325.0,5.87,5.91,3.69 +2225,0.71,Ideal,E,VS2,60.1,59.0,3145.0,5.79,5.83,3.49 +19698,0.36,Very Good,I,SI1,63.1,57.0,624.0,4.55,4.51,2.86 +34180,0.33,Ideal,G,VS1,62.1,56.0,854.0,4.42,4.4,2.74 +34076,0.36,Ideal,E,VS1,62.4,55.0,852.0,4.59,4.61,2.87 +16776,1.12,Premium,G,VS2,62.3,59.0,6683.0,6.71,6.61,4.15 +51559,0.7,Good,D,SI2,63.7,58.0,2388.0,5.64,5.6,3.58 +30003,0.43,Premium,H,SI1,59.0,58.0,716.0,4.93,4.96,2.92 +35225,0.33,Ideal,F,VVS1,61.3,55.0,893.0,4.46,4.48,2.74 +20063,0.31,Premium,F,VS2,60.8,60.0,625.0,4.34,4.37,2.65 +24560,1.51,Ideal,G,VS2,59.8,60.0,12846.0,7.45,7.5,4.47 +3932,1.01,Premium,J,SI2,61.8,60.0,3499.0,6.37,6.41,3.95 +28449,0.31,Ideal,H,VVS1,61.3,56.0,671.0,4.36,4.39,2.68 +45397,0.51,Very Good,H,VVS1,60.9,56.0,1668.0,5.17,5.22,3.16 +42701,0.52,Very Good,G,SI1,63.3,57.0,1338.0,5.11,5.08,3.22 +24611,1.3,Ideal,G,IF,61.3,56.0,12932.0,7.03,7.06,4.32 +5289,0.92,Very Good,H,SI1,60.6,60.0,3800.0,6.28,6.33,3.82 +14883,1.05,Ideal,H,VS2,61.4,55.0,5993.0,6.53,6.57,4.02 +23585,1.24,Ideal,G,VVS2,61.1,56.0,11601.0,6.94,6.97,4.25 +51744,0.72,Very Good,F,SI1,62.2,59.0,2404.0,5.72,5.76,3.57 +47139,0.55,Very Good,E,VS2,61.0,59.0,1831.0,5.31,5.34,2.25 +4191,0.7,Good,D,VS2,59.9,59.0,3561.0,5.69,5.73,3.42 +9336,1.03,Very Good,D,SI2,63.7,56.0,4580.0,6.32,6.39,4.05 +19527,1.5,Good,I,SI1,62.9,60.0,8161.0,7.12,7.16,4.49 +53000,0.71,Fair,D,VS2,64.4,56.0,2596.0,5.63,5.58,3.61 +29296,0.31,Ideal,I,SI1,62.0,53.0,436.0,4.37,4.4,2.72 +3174,0.9,Very Good,I,VS2,62.0,63.0,3338.0,6.13,6.03,3.77 +32587,0.33,Ideal,E,VVS2,61.4,55.0,802.0,4.46,4.5,2.75 +46502,0.46,Good,E,VVS2,60.7,62.0,1778.0,4.97,5.01,3.03 +32476,0.44,Very Good,I,VS2,62.5,57.0,795.0,4.85,4.88,3.04 +6424,0.9,Ideal,H,VS2,62.4,56.0,4044.0,6.15,6.18,3.85 +24913,2.19,Premium,J,SI2,61.8,60.0,13355.0,8.35,8.25,5.13 +39773,0.5,Very Good,F,SI2,63.5,58.0,1094.0,5.03,4.98,3.18 +31520,0.34,Ideal,E,SI1,60.7,57.0,765.0,4.51,4.48,2.73 +1918,0.91,Very Good,H,SI1,63.4,55.0,3082.0,6.18,6.15,3.91 +36048,0.31,Ideal,E,VVS1,61.8,56.0,924.0,4.34,4.36,2.69 +48427,0.71,Very Good,H,SI2,63.7,56.0,1972.0,5.62,5.65,3.59 +40554,0.41,Very Good,D,VS1,62.9,57.0,1151.0,4.73,4.75,2.98 +53745,0.74,Ideal,D,SI1,62.2,56.0,2723.0,5.82,5.78,3.61 +23565,1.55,Ideal,I,VS2,61.8,55.0,11574.0,7.4,7.44,4.58 +30700,0.4,Very Good,H,VS2,59.1,61.0,737.0,4.81,4.84,2.85 +12478,1.01,Very Good,D,SI2,59.9,61.0,5252.0,6.46,6.5,3.88 +11470,1.17,Ideal,G,SI2,62.0,55.0,5012.0,6.81,6.74,4.2 +40507,0.61,Ideal,J,SI1,62.0,55.0,1143.0,5.45,5.48,3.39 +21844,1.5,Very Good,F,SI1,62.8,56.0,9904.0,7.26,7.33,4.58 +52543,0.72,Very Good,I,VVS2,61.7,55.0,2532.0,5.76,5.81,3.57 +11178,1.26,Good,I,SI2,63.7,58.0,4953.0,6.84,6.79,4.34 +50490,0.7,Premium,I,VS2,60.8,59.0,2268.0,5.71,5.68,3.46 +20548,1.52,Very Good,D,SI2,61.2,63.0,8868.0,7.31,7.39,4.5 +50183,0.64,Good,F,VS1,57.7,61.0,2222.0,5.68,5.75,3.29 +45405,0.51,Good,D,VS2,63.5,56.0,1668.0,5.04,5.1,3.22 +276,0.79,Very Good,E,SI1,63.2,56.0,2794.0,5.91,5.86,3.72 +51258,0.54,Ideal,F,VVS1,60.5,55.0,2356.0,5.31,5.33,3.22 +31027,0.31,Premium,F,VS2,59.4,58.0,749.0,4.45,4.37,2.62 +43705,0.58,Ideal,D,SI2,61.2,57.0,1436.0,5.38,5.41,3.3 +7051,0.33,Ideal,E,SI1,62.5,55.0,579.0,4.42,4.45,2.77 +29477,0.32,Premium,E,VS2,61.2,59.0,702.0,4.4,4.43,2.7 +49576,0.78,Very Good,I,SI2,62.5,58.0,2132.0,5.82,5.89,3.66 +13819,1.12,Good,E,SI1,64.3,57.0,5630.0,6.56,6.5,4.2 +31588,0.35,Ideal,E,VS2,62.2,56.0,767.0,4.51,4.53,2.81 +12975,1.03,Very Good,D,SI1,61.8,57.0,5393.0,6.49,6.53,4.02 +16488,1.29,Premium,H,SI1,62.9,59.0,6588.0,7.0,6.84,4.35 +38508,0.5,Fair,F,SI2,65.5,54.0,1031.0,5.06,4.92,3.25 +26972,2.27,Good,J,VS1,59.3,61.0,17051.0,8.47,8.55,5.05 +13709,1.11,Good,F,SI1,62.1,61.0,5602.0,6.58,6.62,4.1 +38375,0.44,Premium,F,SI1,60.9,58.0,1023.0,4.96,4.92,3.01 +52056,1.02,Premium,F,I1,59.6,59.0,2452.0,6.51,6.45,3.87 +9466,0.9,Good,D,VS2,63.5,61.0,4601.0,6.09,6.16,3.89 +11803,1.0,Ideal,G,SI1,61.9,56.0,5088.0,6.45,6.37,3.97 +35098,0.3,Ideal,F,IF,61.8,54.0,886.0,4.34,4.37,2.69 +30073,0.32,Premium,E,SI1,61.9,59.0,720.0,4.39,4.36,2.71 +33146,0.31,Good,G,VVS1,63.1,56.0,816.0,4.33,4.35,2.74 +52466,0.7,Very Good,G,SI1,64.3,56.0,2517.0,5.56,5.58,3.58 +34275,0.28,Ideal,H,VS2,61.9,55.0,467.0,4.2,4.23,2.61 +11752,1.01,Premium,E,SI1,63.0,61.0,5077.0,6.42,6.37,4.03 +51851,0.7,Premium,F,SI1,61.9,59.0,2423.0,5.71,5.69,3.53 +153,0.71,Premium,D,VS2,62.5,60.0,2770.0,5.65,5.61,3.52 +38831,0.43,Ideal,E,VS2,62.0,57.0,1048.0,4.85,4.82,3.0 +42362,0.61,Good,I,VS2,63.4,55.0,1303.0,5.42,5.46,3.45 +13324,1.25,Very Good,I,SI1,58.9,58.0,5500.0,7.04,7.08,4.16 +47466,0.5,Ideal,G,VVS2,62.8,57.0,1858.0,5.07,5.05,3.18 +41213,0.56,Premium,E,SI2,62.6,59.0,1206.0,5.2,5.24,3.27 +47042,0.67,Premium,D,SI2,62.9,56.0,1819.0,5.65,5.6,3.54 +27526,2.01,Ideal,G,SI2,61.7,57.0,18259.0,8.13,8.1,5.01 +39262,0.38,Ideal,E,VS1,61.6,56.0,1069.0,4.66,4.62,2.86 +46862,0.53,Premium,G,VS1,60.1,58.0,1813.0,5.32,5.27,3.18 +37019,0.33,Ideal,G,VVS2,61.7,55.0,965.0,4.46,4.42,2.74 +25614,1.51,Very Good,E,VS2,63.3,56.0,14482.0,7.3,7.26,4.61 +1367,0.71,Ideal,I,VS1,61.6,56.0,2965.0,5.71,5.75,3.53 +20582,1.78,Premium,J,SI2,62.6,58.0,8889.0,7.78,7.72,4.85 +13059,1.01,Very Good,E,SI1,62.8,57.0,5411.0,6.35,6.39,4.0 +27670,2.16,Very Good,F,SI2,62.4,59.0,18678.0,8.28,8.33,5.18 +35783,0.32,Ideal,F,VVS1,61.0,56.0,912.0,4.42,4.43,2.7 +36168,0.32,Ideal,F,IF,61.3,57.0,929.0,4.4,4.44,2.71 +27045,0.32,Ideal,H,VVS2,61.2,56.0,645.0,4.4,4.43,2.7 +39721,0.54,Premium,G,SI2,61.4,59.0,1090.0,5.21,5.24,3.21 +31270,0.32,Very Good,I,VS2,62.9,57.0,449.0,4.37,4.4,2.76 +49332,0.6,Very Good,G,VS1,61.9,56.0,2094.0,5.41,5.45,3.36 +23986,1.5,Ideal,I,VVS2,60.8,57.0,12148.0,7.38,7.42,4.5 +1979,0.7,Ideal,D,VS2,61.6,58.0,3092.0,5.66,5.7,3.5 +46639,0.3,Premium,I,VVS2,61.7,58.0,526.0,4.28,4.37,2.67 +52378,0.44,Ideal,G,IF,61.6,55.0,2506.0,4.9,4.93,3.03 +18347,1.01,Ideal,F,VS1,62.0,57.0,7465.0,6.39,6.45,3.98 +53780,0.74,Very Good,E,SI2,59.1,60.0,2728.0,5.88,5.93,3.49 +30173,0.3,Ideal,E,VVS2,62.0,55.0,721.0,4.31,4.34,2.68 +3697,0.72,Very Good,G,VVS2,60.1,60.0,3449.0,5.79,5.82,3.49 +4975,1.15,Premium,H,SI2,59.6,59.0,3735.0,6.82,6.78,4.05 +32454,0.36,Very Good,D,VS1,62.8,55.0,793.0,4.52,4.55,2.85 +3573,0.96,Very Good,D,SI2,60.2,63.0,3419.0,6.36,6.3,3.81 +8385,0.35,Ideal,F,SI1,62.2,56.0,583.0,4.48,4.52,2.8 +32490,0.32,Ideal,G,VVS1,61.4,57.0,796.0,4.4,4.44,2.71 +47133,0.53,Very Good,E,VS1,61.9,59.0,1830.0,5.16,5.21,3.21 +9960,0.93,Ideal,E,SI1,59.6,57.0,4700.0,6.37,6.42,3.81 +50536,0.5,Very Good,E,VVS2,62.4,55.0,2275.0,5.08,5.11,3.18 +40735,0.46,Very Good,I,VVS1,62.9,57.0,1163.0,4.91,4.95,3.1 +4482,0.92,Very Good,F,SI2,59.9,60.0,3625.0,6.26,6.29,3.76 +51203,0.7,Fair,H,VS2,67.8,56.0,2351.0,5.42,5.38,3.66 +12845,1.25,Ideal,G,SI2,61.6,57.0,5355.0,6.98,6.91,4.28 +18351,1.01,Premium,E,VS1,62.9,60.0,7466.0,6.43,6.33,4.01 +6411,0.92,Premium,H,VS1,61.7,62.0,4039.0,6.2,6.12,3.8 +6666,1.11,Premium,G,SI1,60.9,59.0,4096.0,6.69,6.64,4.07 +37970,0.41,Ideal,F,VS1,62.7,55.0,1007.0,4.74,4.77,2.98 +4305,1.01,Very Good,H,SI2,63.4,57.0,3592.0,6.39,6.32,4.03 +15096,1.01,Premium,D,SI1,62.0,60.0,6066.0,6.37,6.4,3.96 +9769,1.02,Ideal,F,SI2,61.4,56.0,4662.0,6.5,6.47,3.98 +5000,1.05,Very Good,I,SI2,62.3,59.0,3742.0,6.42,6.46,4.01 +28299,0.24,Ideal,J,VVS2,62.8,57.0,432.0,3.96,3.94,2.48 +24709,0.38,Ideal,G,SI1,61.9,56.0,639.0,4.64,4.67,2.88 +30302,0.3,Very Good,G,VS1,63.3,56.0,725.0,4.31,4.28,2.72 +35056,0.47,Ideal,I,VS2,62.1,53.0,884.0,4.99,5.02,3.11 +31021,0.37,Premium,I,VS1,61.4,59.0,749.0,4.61,4.55,2.81 +32131,0.41,Good,G,SI2,63.6,54.0,784.0,4.74,4.7,3.0 +21894,1.61,Premium,I,VS1,62.2,58.0,9961.0,7.46,7.55,4.67 +49632,0.32,Premium,J,VS1,61.7,58.0,540.0,4.4,4.38,2.71 +16096,1.26,Premium,H,SI1,62.1,57.0,6435.0,6.94,6.88,4.29 +22651,1.51,Good,E,SI1,63.5,57.0,10696.0,7.23,7.28,4.61 +14606,1.17,Ideal,I,VS1,61.5,57.0,5892.0,6.74,6.79,4.16 +43448,0.5,Good,E,SI1,63.8,55.0,1415.0,5.09,5.04,3.23 +10535,1.0,Premium,E,SI1,62.8,59.0,4805.0,6.4,6.3,3.99 +24254,1.28,Ideal,E,VS1,62.2,55.0,12465.0,6.94,6.99,4.33 +20020,0.3,Good,H,SI1,63.9,55.0,421.0,4.24,4.27,2.72 +16019,1.02,Ideal,G,VS2,62.5,58.0,6410.0,6.36,6.44,4.0 +51510,0.74,Premium,F,SI2,59.2,60.0,2383.0,5.96,5.9,3.51 +47603,0.52,Ideal,G,VVS2,61.2,55.0,1878.0,5.22,5.2,3.19 +51217,0.7,Premium,G,SI1,62.8,58.0,2352.0,5.66,5.62,3.54 +43521,0.59,Ideal,F,SI1,62.0,53.0,1424.0,5.38,5.43,3.35 +31443,0.3,Ideal,I,VVS2,63.0,57.0,765.0,4.27,4.24,2.68 +13638,1.02,Premium,G,VS2,62.0,57.0,5581.0,6.48,6.43,4.0 +7195,0.87,Ideal,F,SI1,61.7,56.0,4188.0,6.1,6.12,3.77 +28321,0.33,Very Good,G,VS1,62.8,58.0,666.0,4.38,4.41,2.76 +2978,0.71,Ideal,G,VS2,61.8,56.0,3299.0,5.72,5.75,3.55 +50795,0.7,Very Good,H,SI2,61.6,56.1,2306.0,5.72,5.77,3.53 +17119,1.17,Ideal,F,SI1,61.1,56.0,6828.0,6.77,6.82,4.15 +29315,0.31,Ideal,H,VS1,62.0,54.0,698.0,4.39,4.35,2.71 +37821,0.53,Ideal,J,SI2,62.3,58.0,1002.0,5.13,5.17,3.21 +43024,0.53,Ideal,G,SI1,60.7,56.0,1371.0,5.22,5.27,3.18 +22913,1.0,Very Good,E,IF,63.1,56.0,10954.0,6.32,6.39,4.01 +49050,0.51,Premium,F,VVS2,62.3,58.0,2056.0,5.1,5.08,3.17 +50697,0.44,Ideal,D,VVS1,61.0,57.0,2290.0,4.91,4.93,3.0 +38005,0.43,Premium,G,VS1,61.8,59.0,1008.0,4.88,4.83,3.0 +28643,0.33,Very Good,J,VS1,61.5,61.0,434.0,4.39,4.46,2.72 +401,0.3,Good,H,SI1,63.8,55.0,554.0,4.26,4.2,2.7 +8969,0.76,Very Good,F,VVS1,62.1,57.0,4504.0,5.8,5.83,3.61 +32149,0.4,Very Good,F,VS1,62.2,55.0,786.0,4.68,4.74,2.93 +35789,0.31,Good,E,IF,57.7,55.0,912.0,4.51,4.6,2.63 +28507,0.3,Ideal,G,VS1,61.4,55.0,673.0,4.38,4.32,2.67 +48393,0.72,Ideal,J,SI1,62.6,56.0,1966.0,5.67,5.74,3.57 +8665,0.9,Premium,G,SI1,62.6,57.0,4455.0,6.16,6.11,3.84 +27361,0.41,Good,G,SI1,64.3,54.0,646.0,4.68,4.72,3.02 +28681,0.24,Ideal,F,IF,62.9,55.0,678.0,3.96,3.98,2.5 +9745,1.01,Very Good,H,SI1,63.5,57.0,4659.0,6.31,6.35,4.02 +15112,1.0,Ideal,D,SI1,62.7,57.0,6073.0,6.34,6.38,3.99 +40778,0.5,Very Good,D,SI2,61.9,56.0,1167.0,5.09,5.14,3.16 +3133,0.79,Ideal,D,SI1,61.3,54.0,3328.0,5.96,6.01,3.67 +28257,0.33,Ideal,G,VS1,62.4,56.0,666.0,4.43,4.45,2.77 +41236,0.39,Premium,E,VVS2,61.1,59.0,1207.0,4.74,4.68,2.88 +53797,0.72,Ideal,E,SI1,62.6,57.0,2731.0,5.69,5.74,3.58 +27703,0.26,Ideal,G,IF,60.8,56.0,648.0,4.11,4.15,2.51 +28526,0.31,Very Good,F,VS1,61.2,55.0,675.0,4.35,4.37,2.67 +32308,0.26,Ideal,F,VS2,62.3,56.0,456.0,4.1,4.12,2.56 +34320,0.35,Very Good,G,VVS1,61.8,57.0,859.0,4.5,4.53,2.79 +11150,1.07,Premium,E,SI2,61.3,59.0,4943.0,6.58,6.64,4.05 +6204,1.0,Premium,G,SI2,59.0,62.0,3998.0,6.52,6.47,3.83 +14930,1.04,Ideal,G,VS2,62.5,57.0,6012.0,6.45,6.54,4.06 +28166,0.3,Ideal,H,VVS1,61.9,57.0,665.0,4.29,4.31,2.66 +11269,1.01,Very Good,F,SI1,60.3,60.0,4972.0,6.46,6.55,3.92 +24601,1.19,Ideal,D,VVS2,62.0,57.0,12912.0,6.86,6.76,4.22 +30895,0.35,Ideal,E,VS2,61.6,57.0,744.0,4.53,4.56,2.8 +15640,1.0,Premium,E,VS2,62.8,62.0,6272.0,6.29,6.26,3.94 +13623,1.0,Premium,F,SI1,62.0,60.0,5574.0,6.42,6.36,3.96 +35382,0.41,Ideal,G,VS1,61.6,57.0,899.0,4.74,4.77,2.93 +36527,0.42,Ideal,I,VVS1,62.0,55.0,945.0,4.88,4.8,3.0 +50398,0.52,Ideal,G,VS2,62.0,55.0,2255.0,5.16,5.19,3.21 +1116,0.73,Very Good,H,VS1,60.8,57.0,2916.0,5.8,5.83,3.54 +35741,0.3,Premium,D,VS2,62.9,61.0,911.0,4.29,4.27,2.69 +17028,1.02,Ideal,H,VVS2,62.1,55.0,6797.0,6.5,6.46,4.02 +47875,0.52,Ideal,G,VVS2,61.9,55.0,1911.0,5.14,5.16,3.19 +21207,1.16,Ideal,F,VS1,61.9,54.0,9348.0,6.75,6.79,4.19 +52537,0.7,Ideal,H,VS1,61.6,55.0,2530.0,5.73,5.76,3.54 +46381,0.7,Good,I,SI1,61.6,63.0,1763.0,5.59,5.68,3.47 +31972,0.26,Premium,E,VS1,61.9,58.0,452.0,4.1,4.11,2.54 +24761,1.51,Ideal,G,VS2,61.9,57.0,13115.0,7.37,7.3,4.54 +1133,0.72,Ideal,F,SI1,61.0,55.0,2920.0,5.78,5.85,3.55 +4609,0.9,Premium,E,SI2,62.2,60.0,3662.0,6.15,6.19,3.84 +42146,0.51,Ideal,G,SI1,61.6,56.0,1281.0,5.19,5.14,3.18 +46384,0.54,Ideal,I,IF,62.5,55.0,1763.0,5.21,5.26,3.27 +6705,0.36,Premium,J,SI1,61.6,60.0,410.0,4.54,4.58,2.81 +9313,1.02,Ideal,F,SI2,61.4,56.0,4578.0,6.47,6.5,3.98 +33351,0.41,Premium,G,VS2,60.9,58.0,827.0,4.8,4.83,2.93 +52612,0.51,Ideal,E,VVS2,60.7,58.0,2545.0,5.19,5.17,3.14 +38482,0.42,Ideal,D,VS2,61.4,56.0,1031.0,4.8,4.84,2.96 +13854,1.05,Premium,E,VS2,62.6,59.0,5645.0,6.5,6.43,4.05 +48269,0.53,Premium,D,VS2,60.4,58.0,1956.0,5.26,5.23,3.17 +50058,0.7,Very Good,I,VS2,62.8,59.0,2202.0,5.56,5.61,3.51 +8996,0.91,Premium,G,VS1,60.9,54.0,4510.0,6.38,6.27,3.85 +7991,1.16,Premium,I,SI2,62.1,58.0,4326.0,6.78,6.71,4.19 +5577,1.21,Fair,H,SI2,65.6,56.0,3862.0,6.69,6.59,4.36 +36688,0.39,Premium,E,VS2,61.4,58.0,951.0,4.73,4.68,2.89 +8377,0.31,Good,F,VS2,63.6,54.0,583.0,4.28,4.33,2.74 +35909,0.34,Ideal,F,VVS1,61.4,55.0,919.0,4.52,4.54,2.78 +37122,0.42,Ideal,D,SI1,61.9,55.0,970.0,4.84,4.79,2.98 +21838,1.1,Very Good,D,VS1,59.7,58.0,9901.0,6.69,6.72,4.0 +38213,0.43,Premium,F,SI1,62.9,60.0,1016.0,4.8,4.77,3.01 +40643,0.41,Premium,E,VS1,60.4,58.0,1153.0,4.82,4.78,2.9 +39435,0.41,Ideal,D,VS2,61.9,56.0,1076.0,4.8,4.77,2.96 +5491,0.9,Very Good,G,SI2,59.8,61.0,3842.0,6.32,6.28,3.77 +44019,0.51,Ideal,E,SI1,59.6,57.0,1546.0,5.24,5.2,3.11 +43669,0.56,Ideal,F,SI1,62.3,55.0,1436.0,5.27,5.32,3.3 +8514,1.01,Very Good,F,SI2,60.0,55.0,4425.0,6.56,6.53,3.93 +5610,0.74,Very Good,E,VS1,62.1,53.4,3872.0,5.8,5.82,3.61 +16748,1.06,Premium,E,VS1,59.1,58.0,6669.0,6.66,6.71,3.95 +39862,0.38,Ideal,F,VVS1,62.0,54.7,1101.0,4.62,4.67,2.88 +35053,0.31,Ideal,F,VVS1,61.8,56.0,884.0,4.33,4.37,2.69 +48757,0.56,Ideal,F,VS1,61.7,56.0,2016.0,5.32,5.28,3.27 +11907,0.9,Very Good,F,SI1,62.3,57.0,5122.0,6.13,6.16,3.83 +32757,0.42,Premium,I,SI1,61.2,60.0,803.0,4.82,4.78,2.94 +21850,1.56,Premium,E,SI2,62.4,60.0,9909.0,7.36,7.41,4.61 +29061,0.4,Very Good,E,SI1,60.8,62.0,687.0,4.72,4.76,2.88 +43998,0.3,Good,F,SI2,63.3,55.0,394.0,4.29,4.33,2.73 +22348,1.53,Premium,H,SI1,59.5,59.0,10398.0,7.53,7.46,4.46 +10851,1.03,Ideal,E,SI1,58.9,57.0,4873.0,6.62,6.56,3.88 +3626,0.73,Ideal,H,IF,61.4,59.0,3429.0,5.77,5.83,3.56 +8351,1.05,Very Good,E,SI2,62.9,57.0,4398.0,6.47,6.51,4.08 +43164,0.42,Ideal,D,VVS2,61.4,56.0,1389.0,4.85,4.82,2.97 +28957,0.31,Good,I,VS2,63.2,55.0,435.0,4.3,4.4,2.75 +7584,1.02,Ideal,G,SI2,61.4,56.0,4255.0,6.52,6.47,3.99 +28028,0.3,Premium,F,VS1,60.5,60.0,658.0,4.29,4.31,2.6 +7520,1.01,Premium,I,SI1,61.8,59.0,4242.0,6.44,6.37,3.96 +24852,1.51,Ideal,E,SI1,62.2,56.0,13254.0,7.31,7.36,4.56 +7190,1.01,Very Good,F,SI2,62.4,58.0,4187.0,6.37,6.42,3.99 +12076,1.01,Ideal,H,SI1,61.8,54.0,5158.0,6.48,6.44,3.99 +20350,1.02,Very Good,E,VVS2,60.3,58.0,8745.0,6.53,6.57,3.95 +53307,0.3,Good,D,SI1,63.4,56.0,552.0,4.26,4.29,2.71 +32885,0.4,Premium,J,VS1,63.0,58.0,810.0,4.7,4.66,2.95 +33762,0.4,Very Good,G,SI1,63.4,58.0,840.0,4.71,4.66,2.97 +30346,0.36,Premium,E,VS1,61.5,59.0,727.0,4.57,4.6,2.82 +17698,1.51,Very Good,J,SI1,62.4,58.0,7136.0,7.27,7.32,4.55 +7834,1.01,Very Good,F,SI2,63.2,58.0,4299.0,6.43,6.3,4.02 +51863,0.73,Very Good,I,VS2,62.8,59.0,2426.0,5.72,5.75,3.6 +35000,0.38,Ideal,G,VS1,62.0,55.0,882.0,4.64,4.68,2.89 +12720,0.29,Very Good,D,VVS2,59.1,61.0,600.0,4.33,4.37,2.57 +24386,0.41,Good,E,SI2,63.5,55.0,638.0,4.69,4.73,2.99 +37266,0.28,Ideal,H,VS1,62.3,55.0,481.0,4.21,4.24,2.63 +42168,0.41,Premium,D,VS1,59.3,58.0,1286.0,4.87,4.85,2.88 +47472,0.75,Very Good,J,SI1,61.7,56.0,1859.0,5.81,5.92,3.62 +17386,0.34,Ideal,E,SI2,62.9,56.0,612.0,4.48,4.45,2.81 +32100,0.33,Ideal,E,VS1,60.6,57.0,781.0,4.5,4.54,2.74 +7397,0.33,Very Good,H,VS1,62.9,59.0,579.0,4.35,4.4,2.75 +52823,0.7,Ideal,F,SI1,61.4,57.0,2573.0,5.67,5.69,3.49 +47726,0.56,Ideal,G,VVS2,62.5,56.0,1889.0,5.24,5.28,3.29 +5723,0.25,Very Good,E,VVS2,63.4,58.0,575.0,3.97,4.01,2.53 +30131,0.32,Ideal,G,VS2,61.4,56.0,720.0,4.39,4.37,2.69 +45878,0.71,Premium,G,SI2,59.9,59.0,1717.0,5.79,5.82,3.48 +7295,0.9,Ideal,H,VS1,60.9,57.0,4201.0,6.2,6.24,3.79 +46941,0.52,Premium,E,VS2,60.9,57.0,1815.0,5.2,5.17,3.16 +28496,0.3,Ideal,F,VS1,61.9,55.0,673.0,4.28,4.3,2.66 +29681,0.32,Ideal,D,VS1,61.1,56.0,707.0,4.44,4.47,2.72 +45840,0.56,Premium,F,SI2,60.2,58.0,1715.0,5.36,5.33,3.22 +44992,0.31,Good,I,SI1,63.8,55.0,523.0,4.34,4.31,2.76 +48572,0.71,Very Good,J,VS1,64.1,58.0,1993.0,5.61,5.65,3.61 +15499,1.0,Premium,F,VS2,61.6,55.0,6209.0,6.42,6.34,3.93 +17660,1.1,Premium,F,VS2,61.1,57.0,7115.0,6.71,6.65,4.08 +43061,0.57,Ideal,F,SI1,62.2,55.0,1377.0,5.32,5.36,3.32 +1320,0.98,Fair,F,SI2,61.6,66.0,2958.0,6.46,6.24,3.92 +19849,2.04,Premium,I,I1,59.3,61.0,8408.0,8.3,8.25,4.91 +14699,1.23,Premium,E,SI2,62.5,58.0,5929.0,6.86,6.81,4.27 +13140,1.07,Premium,F,SI1,62.5,59.0,5436.0,6.57,6.52,4.09 +44783,0.59,Very Good,G,VS2,62.8,59.0,1623.0,5.28,5.33,3.33 +48003,0.52,Ideal,D,VS2,62.3,54.0,1919.0,5.19,5.14,3.22 +31722,0.4,Very Good,J,VVS1,61.2,55.0,772.0,4.75,4.8,2.92 +2647,0.7,Very Good,D,VS1,62.9,60.0,3231.0,5.57,5.62,3.52 +11048,0.31,Ideal,H,SI1,61.9,56.0,595.0,4.38,4.35,2.7 +23631,1.14,Premium,F,VVS1,59.4,59.0,11654.0,6.87,6.8,4.06 +18747,1.52,Ideal,I,SI2,60.2,57.0,7661.0,7.47,7.38,4.47 +19264,1.51,Ideal,H,SI2,62.3,58.0,7990.0,7.27,7.33,4.55 +11332,1.01,Premium,F,SI1,58.5,60.0,4989.0,6.6,6.57,3.85 +10033,0.26,Ideal,I,VS1,62.5,53.0,417.0,4.08,4.11,2.56 +6888,1.22,Premium,J,SI2,62.2,60.0,4132.0,6.89,6.77,4.25 +27997,0.3,Very Good,E,VS2,61.9,61.0,658.0,4.28,4.32,2.66 +52509,0.73,Premium,F,SI1,62.1,58.0,2527.0,5.74,5.72,3.56 +19642,2.04,Very Good,I,I1,59.3,61.0,8257.0,8.25,8.3,4.91 +42358,0.59,Very Good,F,SI2,63.4,57.0,1301.0,5.32,5.28,3.36 +13202,1.24,Very Good,I,SI1,60.4,58.0,5456.0,6.95,7.02,4.22 +40590,0.41,Premium,E,VS1,61.9,59.0,1153.0,4.8,4.77,2.96 +36591,0.33,Ideal,G,IF,61.0,55.0,946.0,4.49,4.52,2.75 +36290,0.32,Ideal,G,SI1,61.3,57.0,477.0,4.37,4.4,2.69 +22679,1.75,Very Good,H,SI2,60.8,60.0,10727.0,7.72,7.8,4.72 +11450,1.01,Ideal,D,SI2,61.3,54.0,5006.0,6.52,6.47,3.99 +8444,1.01,Premium,F,SI1,61.9,58.0,4412.0,6.38,6.34,3.94 +10062,0.35,Good,F,SI2,63.8,56.0,591.0,4.48,4.45,2.85 +1317,0.72,Ideal,H,VVS1,62.0,55.0,2958.0,5.74,5.77,3.57 +31543,0.3,Ideal,E,VVS2,61.9,58.0,766.0,4.27,4.29,2.65 +14759,1.01,Premium,D,SI1,62.8,60.0,5939.0,6.42,6.36,4.01 +30898,0.41,Ideal,D,SI1,61.9,55.0,744.0,4.77,4.8,2.96 +48215,0.57,Ideal,H,VVS1,60.9,56.0,1949.0,5.36,5.38,3.27 +48251,0.71,Premium,I,VS2,60.0,58.0,1952.0,5.79,5.85,3.49 +14827,1.21,Ideal,H,SI1,61.2,57.0,5973.0,6.86,6.93,4.22 +8361,1.01,Good,E,SI1,64.1,59.0,4399.0,6.31,6.35,4.06 +19697,0.25,Ideal,G,IF,61.7,56.0,624.0,4.04,4.1,2.51 +27448,2.02,Ideal,G,VS2,61.7,53.0,18077.0,8.14,8.04,4.99 +6051,0.32,Ideal,I,VS2,62.5,55.0,576.0,4.39,4.38,2.74 +12994,1.02,Premium,F,SI1,62.3,58.0,5398.0,6.46,6.38,4.0 +34943,0.23,Very Good,E,VS1,59.6,65.0,378.0,3.95,3.97,2.36 +20620,1.51,Very Good,I,VS1,61.1,63.0,8918.0,7.38,7.32,4.49 +47915,0.56,Very Good,F,VS1,58.2,60.0,1915.0,5.38,5.41,3.14 +30361,0.36,Premium,H,VS2,61.0,60.0,729.0,4.6,4.55,2.79 +134,0.7,Very Good,E,VS2,62.6,60.0,2765.0,5.62,5.65,3.53 +9613,1.02,Very Good,D,SI2,60.3,58.0,4633.0,6.48,6.52,3.92 +26934,3.0,Fair,I,SI2,64.8,59.0,16970.0,8.93,8.73,5.72 +18949,1.01,Ideal,D,VS2,62.7,57.0,7792.0,6.39,6.36,4.0 +14225,1.38,Ideal,J,SI2,61.0,56.0,5765.0,7.22,7.26,4.42 +25519,2.0,Ideal,J,VS2,61.0,57.0,14323.0,8.08,8.13,4.94 +16461,1.2,Ideal,H,SI1,61.9,56.0,6578.0,6.78,6.82,4.21 +52425,0.77,Very Good,H,VS2,63.0,57.0,2513.0,5.79,5.87,3.67 +14881,1.09,Premium,H,VS2,62.3,57.0,5993.0,6.63,6.53,4.1 +46621,0.3,Premium,H,VS1,61.4,59.0,526.0,4.3,4.33,2.65 +38955,0.31,Very Good,H,VS2,61.9,58.0,489.0,4.37,4.39,2.71 +49936,0.71,Very Good,I,VS2,60.4,60.0,2185.0,5.72,5.8,3.48 +12347,1.0,Very Good,G,VS2,62.8,57.0,5227.0,6.33,6.37,3.99 +42594,0.5,Very Good,E,SI1,61.9,53.0,1331.0,5.14,5.16,3.19 +28547,0.3,Premium,I,VVS2,61.7,58.0,675.0,4.37,4.28,2.67 +42441,0.55,Ideal,H,SI1,61.6,55.0,1314.0,5.29,5.32,3.27 +36129,0.33,Ideal,E,VS2,60.6,55.0,928.0,4.5,4.48,2.72 +7020,1.1,Ideal,I,SI2,62.8,57.0,4158.0,6.63,6.56,4.14 +26816,2.36,Ideal,I,SI2,62.8,55.0,16707.0,8.47,8.5,5.33 +17776,1.06,Ideal,G,VS2,62.8,55.0,7160.0,6.49,6.51,4.08 +36001,0.42,Ideal,G,VS1,62.0,55.0,921.0,4.78,4.83,2.98 +9355,1.03,Ideal,H,SI1,59.7,55.0,4585.0,6.6,6.64,3.95 +27942,0.23,Very Good,G,VVS2,62.9,55.0,431.0,3.88,3.92,2.45 +49080,0.51,Premium,E,VVS2,61.0,61.0,2060.0,5.17,5.13,3.14 +50557,0.7,Good,I,SI1,58.5,61.0,2276.0,5.76,5.82,3.39 +31478,0.34,Ideal,H,VS1,62.3,55.0,765.0,4.48,4.45,2.78 +19224,1.01,Premium,G,VVS2,61.9,59.0,7964.0,6.45,6.41,3.98 +11518,0.91,Ideal,G,VS2,61.4,57.0,5023.0,6.23,6.28,3.84 +4603,0.91,Very Good,F,SI2,62.4,58.0,3659.0,6.17,6.21,3.86 +41053,0.5,Good,E,SI1,63.6,56.0,1188.0,5.03,5.0,3.19 +44833,0.51,Premium,E,SI1,61.3,59.0,1624.0,5.15,5.13,3.15 +6260,0.92,Ideal,E,SI2,62.1,53.0,4011.0,6.22,6.25,3.87 +39761,0.53,Ideal,I,SI1,61.5,56.0,1094.0,5.21,5.23,3.21 +13617,1.13,Premium,H,VS2,62.8,59.0,5571.0,6.63,6.58,4.15 +29789,0.3,Premium,D,SI1,60.6,60.0,709.0,4.32,4.3,2.61 +2689,0.9,Good,G,SI2,64.1,56.0,3246.0,6.12,6.08,3.91 +12907,0.93,Ideal,H,VS1,61.8,55.0,5375.0,6.28,6.26,3.88 +27018,2.27,Premium,J,VS1,62.4,58.0,17149.0,8.41,8.36,5.23 +13788,1.04,Premium,F,SI1,62.5,60.0,5621.0,6.43,6.46,4.03 +35064,0.3,Ideal,D,VS1,60.8,56.0,885.0,4.37,4.39,2.66 +341,0.71,Very Good,G,VS1,63.5,55.0,2803.0,5.66,5.64,3.59 +20610,1.53,Premium,I,SI1,62.9,59.0,8911.0,7.36,7.32,4.62 +14767,1.06,Premium,F,VS2,61.2,57.0,5942.0,6.64,6.49,4.02 +51661,0.71,Very Good,E,SI2,62.7,59.0,2397.0,5.7,5.75,3.59 +2222,0.9,Very Good,J,VS2,63.5,56.0,3145.0,6.12,6.1,3.88 +10841,1.01,Ideal,I,SI1,60.0,60.0,4872.0,6.53,6.57,3.93 +42846,0.41,Ideal,F,VVS1,62.3,57.0,1356.0,4.77,4.73,2.96 +14573,1.0,Very Good,H,VS2,64.7,56.0,5883.0,6.23,6.29,4.05 +8427,1.06,Ideal,I,VS2,61.4,57.0,4405.0,6.57,6.52,4.02 +25346,2.03,Ideal,I,SI2,61.5,54.0,14061.0,8.22,8.2,5.05 +5316,1.11,Premium,G,SI2,62.5,57.0,3804.0,6.54,6.49,4.07 +26670,2.01,Premium,H,SI2,61.6,58.0,16499.0,8.12,8.02,4.97 +49677,0.6,Ideal,F,VVS2,63.0,55.0,2143.0,5.39,5.37,3.39 +46276,0.53,Ideal,G,VS1,61.2,55.0,1754.0,5.23,5.26,3.21 +39678,0.47,Premium,E,SI1,59.3,56.0,1087.0,5.07,5.05,3.02 +49016,0.5,Premium,F,VVS2,61.9,58.0,2052.0,5.07,5.1,3.15 +6469,0.9,Very Good,E,SI1,62.2,60.0,4054.0,6.14,6.17,3.83 +19700,0.37,Ideal,J,VS1,62.6,57.0,624.0,4.57,4.54,2.85 +44072,0.55,Ideal,E,SI1,62.1,55.0,1551.0,5.21,5.26,3.25 +3929,0.9,Ideal,J,VS1,62.4,56.0,3498.0,6.15,6.18,3.85 +37771,0.41,Ideal,E,VS2,61.6,55.0,999.0,4.79,4.75,2.94 +3,0.23,Good,E,VS1,56.9,65.0,327.0,4.05,4.07,2.31 +42732,0.52,Very Good,E,SI1,61.1,62.0,1343.0,5.16,5.18,3.16 +47454,0.53,Ideal,D,VS2,62.6,56.0,1857.0,5.14,5.18,3.23 +52903,0.72,Ideal,I,VS1,62.5,55.0,2586.0,5.74,5.78,3.6 +24013,2.01,Premium,I,SI2,62.3,59.0,12182.0,8.01,7.97,4.98 +3209,0.91,Premium,F,SI2,62.9,57.0,3346.0,6.16,6.11,3.86 +36894,0.31,Ideal,F,VVS1,62.4,57.0,959.0,4.32,4.3,2.69 +11055,0.28,Very Good,D,VVS1,60.3,62.0,596.0,4.22,4.24,2.55 +12152,1.1,Ideal,E,SI2,61.6,56.0,5174.0,6.64,6.61,4.08 +1971,0.87,Ideal,F,SI2,62.2,56.0,3090.0,6.03,6.13,3.78 +52981,0.82,Premium,E,SI2,62.0,59.0,2593.0,6.02,5.94,3.71 +47581,0.59,Ideal,E,VS2,62.1,55.0,1875.0,5.4,5.42,3.36 +50137,0.7,Very Good,H,SI1,62.1,59.0,2213.0,5.62,5.66,3.5 +1236,1.03,Fair,G,SI2,65.7,59.0,2942.0,6.3,6.24,4.12 +6329,0.71,Ideal,D,VS2,61.7,56.0,4029.0,5.71,5.74,3.53 +18,0.3,Good,J,SI1,63.4,54.0,351.0,4.23,4.29,2.7 +41843,0.35,Ideal,E,IF,61.4,56.0,1254.0,4.56,4.53,2.79 +43426,0.35,Fair,G,VS2,65.9,54.0,1415.0,5.57,5.53,3.66 +926,1.05,Premium,H,I1,62.0,59.0,2881.0,6.5,6.47,4.02 +42180,0.5,Premium,G,SI1,62.2,60.0,1286.0,5.07,5.03,3.14 +41016,0.51,Good,F,SI1,64.0,57.0,1186.0,5.01,5.06,3.22 +15372,0.3,Ideal,F,VS2,62.1,55.0,605.0,4.26,4.31,2.66 +1635,0.76,Ideal,H,VS2,61.9,55.0,3016.0,5.85,5.88,3.64 +35221,0.33,Very Good,E,VVS2,62.3,56.0,893.0,4.4,4.44,2.75 +9545,1.0,Good,D,SI2,63.3,56.0,4620.0,6.35,6.38,4.03 +14781,1.03,Very Good,D,SI1,61.2,54.0,5948.0,6.53,6.61,4.02 +17483,1.01,Very Good,G,VS1,63.6,57.0,7021.0,6.34,6.36,4.04 +18509,1.06,Premium,D,VS2,62.3,59.0,7541.0,6.48,6.52,4.05 +34749,0.41,Ideal,H,SI1,62.4,56.0,876.0,4.78,4.74,2.97 +563,0.91,Very Good,I,SI2,62.8,61.0,2832.0,6.15,6.18,3.87 +49361,0.55,Ideal,I,IF,60.1,56.0,2098.0,5.33,5.38,3.22 +12560,1.01,Good,G,SI1,59.8,61.0,5277.0,6.45,6.49,3.87 +3590,0.91,Good,F,SI1,64.0,57.0,3423.0,6.08,6.17,3.92 +17258,1.01,Ideal,F,SI1,62.0,56.0,6907.0,6.41,6.46,3.99 +49453,0.71,Ideal,I,SI1,62.6,54.0,2111.0,5.68,5.73,3.57 +42258,0.46,Premium,E,VS1,62.0,58.0,1294.0,4.95,4.98,3.08 +51038,0.75,Premium,H,SI1,60.2,59.0,2329.0,5.92,5.88,3.55 +13934,1.2,Premium,H,SI1,61.8,58.0,5669.0,6.8,6.72,4.18 +8497,0.86,Ideal,G,VS1,62.2,57.0,4420.0,6.05,6.1,3.78 +17502,1.29,Ideal,H,SI1,62.1,55.0,7036.0,6.96,7.0,4.34 +1231,0.7,Ideal,E,VS2,61.5,56.0,2940.0,5.73,5.68,3.51 +6292,0.9,Very Good,H,VS1,62.5,56.0,4021.0,6.13,6.19,3.85 +24388,0.41,Very Good,D,SI2,62.3,61.0,638.0,4.72,4.75,2.95 +53620,0.3,Ideal,I,VVS1,61.1,57.0,552.0,4.32,4.36,2.65 +15672,1.04,Ideal,G,VS2,62.0,59.0,6286.0,6.43,6.5,4.01 +26267,2.24,Ideal,I,SI2,62.1,53.6,15730.0,8.38,8.41,5.21 +46806,0.72,Premium,F,SI2,61.1,59.0,1806.0,5.83,5.79,3.55 +34674,0.41,Very Good,H,VVS2,62.0,56.0,873.0,4.77,4.81,2.97 +20383,0.31,Good,H,VVS2,63.6,56.0,625.0,4.28,4.33,2.74 +35755,0.3,Ideal,E,VS2,61.4,59.0,911.0,4.3,4.27,2.63 +44389,0.41,Ideal,D,VVS1,60.6,57.0,1582.0,4.82,4.79,2.91 +26859,1.5,Premium,F,VS1,60.2,59.0,16783.0,7.41,7.37,4.45 +17763,1.12,Ideal,D,SI1,60.5,56.0,7153.0,6.75,6.78,4.09 +15317,1.3,Very Good,F,SI2,61.1,58.0,6149.0,6.98,7.02,4.28 +7043,1.06,Very Good,G,SI2,61.1,62.0,4162.0,6.55,6.61,4.02 +12749,1.25,Premium,H,SI1,59.4,62.0,5320.0,7.07,7.0,4.18 +36491,0.3,Ideal,E,IF,61.7,55.0,943.0,4.31,4.34,2.67 +19889,1.59,Good,G,SI1,63.8,56.0,8441.0,7.41,7.34,4.71 +3678,0.7,Good,F,VVS2,62.5,58.0,3445.0,5.68,5.75,3.57 +27069,1.75,Premium,G,VS1,59.6,60.0,17191.0,7.9,7.76,4.67 +31943,0.3,Ideal,F,VS2,62.9,57.0,776.0,4.33,4.29,2.71 +3706,1.0,Premium,E,SI2,61.0,59.0,3450.0,6.4,6.33,3.88 +4675,0.78,Very Good,D,VS2,59.8,60.0,3672.0,5.97,6.03,3.59 +50938,0.51,Very Good,E,VVS2,61.8,56.0,2320.0,5.13,5.16,3.18 +22786,1.29,Ideal,G,VVS2,62.4,57.0,10807.0,6.97,6.94,4.34 +38150,0.54,Premium,I,SI2,61.2,60.0,1013.0,5.22,5.2,3.19 +19351,0.3,Ideal,E,VVS2,60.7,57.0,622.0,4.36,4.41,2.66 +26107,2.01,Good,I,SI1,62.2,61.0,15371.0,7.94,8.01,4.96 +39901,0.42,Ideal,D,VS2,62.2,55.0,1103.0,4.8,4.75,2.97 +2915,0.8,Premium,F,VS2,59.7,58.0,3285.0,6.02,5.97,3.58 +51119,0.7,Fair,G,VS2,65.3,57.0,2338.0,5.58,5.47,3.61 +19743,1.51,Good,I,SI1,63.7,58.0,8313.0,7.22,7.26,4.61 +32162,0.34,Ideal,D,VS1,61.2,58.0,787.0,4.45,4.5,2.74 +15342,1.01,Good,F,VS2,63.1,60.0,6159.0,6.29,6.39,4.0 +41529,0.42,Ideal,G,VVS1,61.6,55.0,1235.0,4.85,4.82,2.98 +36208,0.36,Premium,F,VS2,60.5,59.0,932.0,4.64,4.61,2.8 +40291,0.4,Ideal,H,VVS2,62.1,57.0,1125.0,4.74,4.69,2.93 +13715,0.3,Ideal,E,VS2,62.0,57.0,603.0,4.26,4.29,2.65 +28943,0.3,Very Good,G,VVS2,62.9,55.0,684.0,4.24,4.28,2.68 +47569,0.51,Ideal,G,VVS2,61.9,55.0,1875.0,5.15,5.19,3.2 +48967,0.34,Ideal,H,VS2,62.2,56.0,537.0,4.48,4.53,2.8 +3483,0.79,Very Good,F,VS1,58.6,57.0,3398.0,6.08,6.14,3.58 +51218,0.71,Ideal,G,SI1,62.9,57.0,2352.0,5.67,5.62,3.55 +44838,0.55,Very Good,F,VS2,62.5,56.0,1625.0,5.23,5.27,3.28 +20816,1.02,Very Good,F,VVS2,61.0,54.0,9043.0,6.53,6.58,4.0 +26330,2.05,Premium,I,SI1,61.2,57.0,15837.0,8.24,8.21,5.03 +45984,0.3,Good,H,VS1,63.4,53.0,526.0,4.25,4.3,2.71 +46889,0.72,Premium,J,VS2,62.6,58.0,1814.0,5.72,5.66,3.56 +32574,0.38,Ideal,F,VS2,62.2,57.0,800.0,4.6,4.63,2.87 +36987,0.51,Good,H,SI2,63.7,61.0,964.0,4.99,4.96,3.17 +38136,0.3,Very Good,G,VVS1,63.3,55.0,1013.0,4.3,4.26,2.71 +15391,1.29,Very Good,I,VS2,62.8,58.0,6166.0,6.89,6.93,4.34 +24979,1.13,Ideal,E,VVS1,61.8,57.0,13485.0,6.66,6.71,4.13 +27442,2.29,Very Good,I,SI1,61.8,59.0,18068.0,8.44,8.51,5.24 +4862,1.0,Premium,J,SI1,60.8,58.0,3712.0,6.39,6.44,3.9 +4620,0.87,Very Good,D,SI1,60.2,60.0,3664.0,6.12,6.17,3.7 +32119,0.37,Very Good,E,VS1,63.5,59.0,784.0,4.55,4.59,2.9 +26324,2.03,Ideal,I,VS2,59.9,60.0,15826.0,8.17,8.27,4.92 +1175,0.7,Ideal,G,VS2,61.8,57.0,2929.0,5.68,5.71,3.52 +21520,1.71,Ideal,H,VS2,61.9,57.0,9618.0,7.67,7.61,4.73 +15059,0.3,Good,G,VS1,63.3,56.0,605.0,4.26,4.3,2.71 +10596,1.07,Very Good,E,SI2,61.6,56.0,4824.0,6.54,6.6,4.05 +13569,1.01,Ideal,G,SI1,63.0,57.0,5555.0,6.37,6.4,4.02 +7950,0.9,Very Good,G,SI1,62.4,59.0,4320.0,6.1,6.15,3.82 +6326,0.71,Ideal,D,VS2,61.2,57.0,4029.0,5.72,5.76,3.51 +24203,1.11,Ideal,D,VVS2,62.3,56.0,12390.0,6.59,6.64,4.12 +22572,1.22,Ideal,E,VS1,62.4,54.0,10622.0,6.77,6.88,4.26 +26957,2.6,Fair,G,SI2,64.6,57.0,17027.0,8.6,8.55,5.54 +48188,0.91,Good,J,I1,63.1,57.0,1945.0,6.06,6.12,3.84 +3284,0.63,Ideal,G,IF,61.9,56.0,3363.0,5.5,5.52,3.41 +42414,0.45,Very Good,D,VS2,62.9,58.4,1311.0,4.83,4.86,3.04 +13040,0.36,Ideal,F,SI1,61.5,56.0,600.0,4.59,4.62,2.83 +35347,0.38,Premium,F,SI1,62.7,58.0,898.0,4.62,4.6,2.89 +25850,2.0,Premium,G,SI1,59.0,62.0,14918.0,6.16,6.15,4.82 +28903,0.3,Very Good,G,VVS2,61.6,60.0,684.0,4.24,4.27,2.62 +5125,0.91,Very Good,G,SI1,63.4,59.0,3763.0,6.2,6.14,3.91 +45362,0.54,Very Good,G,VS1,61.6,54.0,1665.0,5.26,5.3,3.25 +53376,0.85,Ideal,H,SI2,61.8,54.0,2659.0,6.1,6.07,3.76 +11098,1.21,Very Good,I,SI2,60.0,58.0,4929.0,6.89,6.97,4.16 +3283,0.76,Ideal,H,VVS1,62.1,56.0,3363.0,5.81,5.89,3.63 +7649,0.9,Premium,G,VS2,61.7,59.0,4269.0,6.14,6.22,3.81 +10633,1.01,Very Good,E,SI1,63.2,59.0,4830.0,6.28,6.25,3.96 +22714,1.23,Very Good,E,VS1,61.5,58.0,10730.0,6.88,6.93,4.25 +53636,0.3,Ideal,I,VVS1,62.1,56.0,552.0,4.3,4.33,2.68 +34842,0.3,Ideal,G,VVS2,61.1,57.0,878.0,4.35,4.32,2.65 +120,0.8,Ideal,F,SI2,59.9,59.0,2762.0,6.01,6.07,3.62 +976,0.82,Very Good,G,SI1,63.4,55.0,2893.0,6.0,5.93,3.78 +36247,0.41,Ideal,E,VS2,61.6,55.0,935.0,4.75,4.79,2.94 +20083,1.33,Ideal,H,VS1,59.3,57.0,8558.0,7.18,7.22,4.27 +14044,0.38,Ideal,J,VS1,62.2,55.7,605.0,4.63,4.65,2.89 +37390,0.55,Ideal,J,SI1,61.2,55.0,982.0,5.29,5.3,3.24 +27252,1.7,Ideal,F,VS2,61.3,54.0,17662.0,7.72,7.67,4.72 +6202,1.02,Premium,H,SI2,62.4,59.0,3998.0,6.42,6.37,3.99 +22992,2.0,Good,G,SI2,58.1,64.0,11041.0,8.3,8.27,4.81 +12128,1.0,Premium,H,VS1,61.8,61.0,5169.0,6.4,6.31,3.93 +27530,1.7,Ideal,G,VVS1,61.0,56.0,18279.0,7.62,7.67,4.66 +3148,0.71,Ideal,E,VS1,61.8,55.0,3332.0,5.72,5.77,3.55 +29517,0.38,Ideal,H,VS2,62.2,54.0,703.0,4.64,4.68,2.9 +14730,0.3,Very Good,F,VS2,62.9,57.0,605.0,4.27,4.29,2.69 +53074,0.71,Ideal,F,SI1,61.5,56.0,2610.0,5.69,5.76,3.52 +40285,0.34,Ideal,I,VS2,61.5,55.0,495.0,4.53,4.55,2.79 +30433,0.32,Ideal,G,VVS2,62.0,55.0,730.0,4.4,4.44,2.74 +1041,0.8,Ideal,I,VS1,62.2,58.0,2906.0,5.92,5.95,3.69 +1899,0.75,Good,D,SI1,63.6,58.0,3078.0,5.65,5.77,3.63 +42720,0.51,Premium,E,SI1,58.2,61.0,1340.0,5.27,5.22,3.05 +52855,0.59,Premium,E,VS2,62.5,56.0,2578.0,5.4,5.36,3.36 +21319,1.51,Good,I,VVS1,64.0,60.0,9471.0,7.26,7.21,4.63 +18821,1.03,Ideal,G,VVS1,61.7,56.0,7708.0,6.45,6.56,4.0 +51647,0.26,Very Good,G,VVS1,61.4,56.0,545.0,4.13,4.15,2.54 +50525,0.71,Very Good,G,SI1,63.3,56.0,2274.0,5.66,5.69,3.59 +52884,0.73,Ideal,G,SI1,62.0,54.0,2583.0,5.81,5.84,3.61 +11351,1.02,Premium,E,SI2,58.7,58.0,4990.0,6.68,6.61,3.9 +13397,0.32,Very Good,F,VS2,58.8,62.0,602.0,4.43,4.48,2.62 +38361,0.33,Ideal,F,VVS1,61.9,55.0,1021.0,4.44,4.42,2.74 +23140,1.64,Premium,H,SI1,59.3,61.0,11159.0,7.68,7.64,4.54 +22224,1.54,Very Good,H,SI1,62.2,58.0,10279.0,7.32,7.45,4.59 +45631,0.32,Good,E,SI1,63.3,55.0,524.0,4.33,4.36,2.75 +12155,1.3,Good,J,VS2,63.6,59.0,5175.0,6.87,6.9,4.38 +8888,1.02,Very Good,H,SI1,63.5,55.0,4487.0,6.31,6.35,4.02 +2935,1.02,Fair,I,SI2,66.2,57.0,3290.0,6.34,6.26,4.17 +26317,1.52,Very Good,F,VS1,63.8,56.0,15819.0,7.25,7.3,4.64 +42912,0.52,Very Good,J,VVS1,61.7,55.5,1363.0,5.17,5.19,3.19 +33643,0.38,Premium,H,VVS2,62.0,58.0,833.0,4.62,4.64,2.87 +33613,0.31,Good,D,SI2,63.9,57.0,462.0,4.28,4.33,2.75 +50354,0.73,Premium,I,VS2,59.7,59.0,2246.0,5.81,5.94,3.51 +38211,0.43,Ideal,F,SI1,61.6,57.0,1016.0,4.85,4.8,2.97 +48776,0.7,Good,F,SI2,58.1,61.0,2020.0,5.76,5.8,3.36 +51923,0.71,Very Good,E,VS2,63.2,57.0,2437.0,5.66,5.63,3.56 +13340,1.19,Ideal,D,SI2,60.4,55.0,5504.0,6.91,6.89,4.17 +31733,0.31,Ideal,G,VVS1,61.4,56.0,772.0,4.34,4.37,2.68 +44845,0.52,Ideal,F,VS2,61.1,56.0,1625.0,5.19,5.23,3.18 +16975,1.25,Ideal,D,SI2,61.9,54.4,6779.0,6.9,6.93,4.28 +48570,0.63,Ideal,D,SI1,62.0,56.0,1992.0,5.55,5.48,3.42 +6373,0.32,Ideal,E,SI2,62.7,55.0,576.0,4.42,4.39,2.76 +20897,1.23,Ideal,G,VS1,61.8,58.0,9116.0,6.85,6.9,4.25 +24193,1.77,Premium,I,VS2,62.3,58.0,12378.0,7.74,7.68,4.8 +26956,2.01,Very Good,E,SI2,58.9,60.0,17024.0,8.2,8.24,4.84 +1902,0.76,Ideal,E,VS2,61.3,56.0,3079.0,5.79,5.83,3.56 +35262,0.3,Ideal,G,IF,62.6,57.0,895.0,4.28,4.32,2.69 +53775,0.79,Good,G,SI1,63.6,57.0,2726.0,5.86,5.84,3.72 +15429,1.04,Premium,G,VS2,62.5,58.0,6177.0,6.43,6.47,4.03 +42462,0.55,Ideal,F,SI1,61.8,55.0,1316.0,5.22,5.27,3.24 +49655,0.71,Very Good,H,SI2,61.8,58.0,2141.0,5.67,5.73,3.52 +38085,0.3,Premium,E,VVS2,60.1,59.0,1013.0,4.37,4.32,2.61 +29194,0.38,Ideal,E,SI1,61.0,56.0,694.0,4.68,4.69,2.86 +1588,0.71,Very Good,E,VS1,63.7,58.0,3009.0,5.63,5.68,3.6 +31751,0.44,Premium,G,SI1,61.9,59.0,772.0,4.82,4.87,3.0 +21141,1.51,Ideal,I,VS2,62.3,57.0,9297.0,7.28,7.37,4.56 +33663,0.36,Ideal,E,VS1,61.8,54.0,835.0,4.56,4.6,2.83 +19955,1.32,Ideal,I,VVS1,61.0,56.0,8501.0,7.09,7.07,4.32 +240,0.77,Good,G,VS1,59.4,64.0,2788.0,5.97,5.92,3.53 +2755,0.9,Very Good,H,SI2,62.4,58.0,3250.0,6.11,6.16,3.83 +3617,0.77,Premium,D,VS2,61.2,59.0,3428.0,5.91,5.86,3.6 +11362,1.0,Very Good,H,SI1,61.8,57.0,4995.0,6.39,6.42,3.96 +29051,0.4,Very Good,E,SI1,62.2,62.0,687.0,4.66,4.69,2.91 +7449,1.2,Very Good,J,VS2,63.1,56.0,4232.0,6.77,6.71,4.25 +30632,0.31,Ideal,D,VS2,62.2,55.0,734.0,4.31,4.34,2.69 +14397,0.3,Ideal,H,VVS2,61.5,57.0,605.0,4.31,4.34,2.66 +18109,1.02,Ideal,F,VS2,62.0,56.0,7326.0,6.42,6.45,3.99 +36969,0.41,Premium,G,VS1,62.6,58.0,961.0,4.75,4.7,2.96 +35484,0.31,Ideal,E,VVS1,61.6,57.0,903.0,4.38,4.36,2.69 +21854,1.24,Premium,F,VS1,60.1,59.0,9916.0,7.02,6.99,4.21 +48969,0.34,Ideal,H,VS2,61.5,54.0,537.0,4.5,4.54,2.78 +15774,1.03,Premium,F,VS2,62.4,58.0,6307.0,6.47,6.42,4.02 +26994,2.0,Good,D,SI2,64.1,57.0,17094.0,7.91,7.82,5.04 +46115,0.48,Good,D,VS1,59.3,58.0,1743.0,5.09,5.13,3.03 +50501,0.7,Ideal,G,SI2,61.2,56.0,2270.0,5.73,5.78,3.52 +46144,0.5,Premium,E,VS2,61.3,59.0,1746.0,5.1,5.05,3.11 +29175,0.3,Ideal,F,VVS2,61.8,55.0,694.0,4.33,4.35,2.68 +22240,1.52,Premium,D,SI2,59.2,62.0,10291.0,7.51,7.46,4.43 +48895,0.54,Ideal,D,VS1,61.4,57.0,2039.0,5.21,5.24,3.21 +33974,0.31,Good,F,VVS2,63.6,55.0,846.0,4.33,4.29,2.74 +25774,1.24,Ideal,D,VVS2,61.5,57.0,14737.0,6.88,6.94,4.25 +6255,0.93,Premium,F,SI1,62.5,58.0,4010.0,6.22,6.19,3.88 +33487,0.32,Premium,F,VS2,61.7,58.0,828.0,4.41,4.38,2.71 +53537,0.72,Ideal,E,VS2,62.7,55.0,2691.0,5.76,5.73,3.6 +15214,1.01,Premium,G,VS2,61.6,60.0,6108.0,6.51,6.42,3.98 +52409,0.71,Ideal,G,VS2,61.7,57.0,2511.0,5.75,5.72,3.54 +39073,0.55,Ideal,J,SI1,62.5,57.0,1059.0,5.24,5.22,3.27 +6771,0.91,Very Good,F,SI1,62.2,57.0,4108.0,6.19,6.25,3.87 +6855,0.91,Good,G,VS2,59.9,61.0,4125.0,6.2,6.33,3.75 +39568,0.44,Ideal,E,VS1,61.5,56.0,1081.0,4.9,4.92,3.02 +3884,1.01,Good,I,VS1,64.2,60.0,3484.0,6.35,6.27,4.05 +29606,0.35,Ideal,F,VS2,61.4,54.0,706.0,4.54,4.58,2.8 +30058,0.41,Very Good,G,SI1,62.9,56.0,719.0,4.7,4.75,2.97 +8061,0.27,Ideal,F,VVS2,60.0,62.0,583.0,4.21,4.22,2.53 +5938,1.01,Very Good,F,SI2,62.5,61.0,3945.0,6.33,6.37,3.97 +50256,0.71,Ideal,F,SI1,63.0,54.0,2235.0,5.73,5.69,3.6 +20682,1.26,Ideal,H,VS1,61.0,57.0,8959.0,6.97,7.03,4.27 +8109,1.0,Very Good,D,SI2,62.3,56.0,4348.0,6.33,6.39,3.96 +26820,2.48,Premium,I,SI1,61.0,60.0,16715.0,8.68,8.61,5.27 +14023,1.0,Very Good,G,VS2,63.0,59.0,5702.0,6.36,6.4,4.02 +52161,0.7,Premium,D,SI1,60.8,58.0,2473.0,5.79,5.66,3.48 +28638,0.33,Very Good,G,SI2,62.9,55.0,434.0,4.41,4.46,2.79 +25360,0.31,Very Good,G,VVS1,61.9,55.0,642.0,4.36,4.4,2.71 +36231,0.38,Very Good,D,VS2,61.6,59.0,933.0,4.62,4.66,2.86 +17959,1.2,Premium,G,VS2,59.4,58.0,7258.0,6.91,6.85,4.09 +13336,0.9,Very Good,F,VVS2,61.0,63.0,5504.0,6.13,6.09,3.73 +22435,1.09,Very Good,F,VVS1,61.4,58.0,10463.0,6.6,6.65,4.07 +1553,0.73,Fair,F,VS1,58.6,66.0,3002.0,5.92,5.88,3.46 +12139,1.2,Very Good,D,SI2,63.2,60.0,5174.0,6.65,6.54,4.17 +33093,0.37,Ideal,H,VVS1,61.4,55.0,815.0,4.64,4.67,2.86 +24693,0.41,Very Good,E,SI2,59.5,62.0,638.0,4.8,4.84,2.87 +43216,0.57,Ideal,H,SI1,61.8,57.0,1397.0,5.32,5.36,3.3 +1514,0.73,Ideal,D,SI1,61.4,56.0,2995.0,5.78,5.82,3.56 +7739,0.38,Very Good,I,SI1,60.2,60.0,581.0,4.65,4.68,2.81 +14237,1.51,Premium,H,SI2,60.7,59.0,5767.0,7.42,7.37,4.49 +47591,0.61,Premium,D,SI1,62.3,58.0,1877.0,5.4,5.45,3.38 +46359,0.52,Ideal,E,VS2,61.5,56.0,1760.0,5.16,5.18,3.18 +19147,1.2,Very Good,D,SI1,62.6,59.0,7909.0,6.71,6.75,4.21 +25763,2.54,Premium,H,SI2,61.3,58.0,14717.0,8.8,8.7,5.36 +5915,0.92,Good,D,SI2,59.0,58.0,3936.0,6.31,6.36,3.74 +38863,0.4,Premium,F,VS1,60.3,60.0,1050.0,4.81,4.77,2.89 +47290,0.3,Good,J,VS1,63.5,58.0,394.0,4.24,4.27,2.7 +48433,0.51,Premium,G,VVS2,59.1,59.0,1974.0,5.21,5.18,3.07 +37924,0.23,Very Good,D,VVS1,61.7,59.0,485.0,3.94,3.97,2.44 +45809,0.52,Good,F,VS1,61.2,62.0,1710.0,5.12,5.05,3.11 +11501,1.05,Very Good,G,SI1,59.7,58.0,5019.0,6.6,6.66,3.96 +41970,0.23,Very Good,E,VVS2,61.4,60.0,505.0,3.93,3.98,2.43 +24602,2.02,Very Good,J,SI1,63.5,60.0,12915.0,7.98,7.93,5.05 +40214,0.31,Ideal,F,IF,62.2,56.0,1122.0,4.34,4.31,2.69 +14621,1.01,Good,F,VS2,60.1,60.0,5902.0,6.46,6.51,3.9 +7621,1.01,Good,D,SI2,63.1,54.0,4260.0,6.37,6.43,4.04 +18799,1.54,Very Good,J,VS2,62.7,60.0,7695.0,7.34,7.37,4.61 +14500,1.23,Ideal,I,SI1,62.0,57.0,5855.0,6.91,6.87,4.27 +53023,0.74,Very Good,I,VVS2,62.8,55.0,2600.0,5.75,5.78,3.62 +13738,0.32,Ideal,F,SI1,60.6,57.0,604.0,4.45,4.49,2.71 +13313,1.01,Good,G,VS2,62.0,61.0,5497.0,6.29,6.38,3.93 +9991,1.2,Premium,J,VS1,62.0,59.0,4704.0,6.77,6.72,4.18 +40962,0.42,Ideal,G,VVS1,62.0,56.0,1179.0,4.81,4.84,2.99 +19967,1.56,Ideal,H,SI2,62.1,58.0,8517.0,7.35,7.41,4.58 +49981,0.8,Good,F,SI2,63.9,57.0,2189.0,5.86,5.84,3.74 +45385,0.58,Very Good,F,VS2,63.0,59.0,1667.0,5.27,5.39,3.36 +20707,0.31,Premium,H,VVS2,61.4,59.0,625.0,4.35,4.38,2.68 +1284,0.72,Ideal,E,SI1,61.0,56.0,2951.0,5.84,5.79,3.55 +28102,0.34,Ideal,G,VS2,62.4,57.0,663.0,4.48,4.46,2.79 +52886,0.7,Good,D,SI2,58.2,63.0,2583.0,5.78,5.83,3.38 +22931,1.44,Very Good,D,VS2,63.1,56.0,10967.0,7.15,7.12,4.5 +29669,0.35,Very Good,G,VS1,60.7,61.0,706.0,4.54,4.58,2.77 +21064,1.5,Premium,F,SI2,60.8,59.0,9240.0,7.3,7.36,4.46 +35961,0.3,Very Good,D,SI1,62.6,59.0,476.0,4.24,4.26,2.66 +32734,0.31,Good,F,VS2,63.9,56.0,802.0,4.32,4.29,2.75 +44799,0.5,Very Good,G,VS1,59.4,60.0,1624.0,5.13,5.17,3.06 +21883,1.5,Premium,G,SI1,60.0,61.0,9954.0,7.48,7.43,4.47 +29539,0.35,Ideal,E,VS2,62.0,56.0,704.0,4.49,4.51,2.79 +19480,1.7,Good,H,SI2,63.6,56.0,8115.0,7.51,7.56,4.79 +37407,0.51,Ideal,H,SI2,61.9,54.0,983.0,5.13,5.15,3.18 +37109,0.38,Ideal,F,VS2,61.9,55.0,969.0,4.68,4.64,2.89 +53444,0.75,Good,E,SI1,63.4,57.0,2674.0,5.75,5.77,3.65 +40090,0.33,Premium,G,VVS1,60.9,60.0,1114.0,4.5,4.46,2.73 +18388,0.29,Very Good,E,VS1,60.0,57.0,619.0,4.33,4.34,2.6 +48035,0.6,Ideal,F,VS2,58.6,60.0,1923.0,5.54,5.62,3.27 +42338,0.46,Ideal,D,VS2,62.4,56.0,1298.0,4.98,4.95,3.1 +13737,0.33,Ideal,G,VS2,61.4,56.1,604.0,4.42,4.45,2.73 +4731,0.34,Ideal,G,VS2,61.6,56.0,573.0,4.48,4.51,2.77 +14107,1.03,Premium,H,VS2,61.8,58.0,5722.0,6.48,6.43,3.99 +2990,0.73,Ideal,H,IF,62.2,54.0,3301.0,5.76,5.82,3.6 +6638,0.9,Very Good,I,VS2,61.4,58.0,4089.0,6.22,6.25,3.83 +19692,0.3,Ideal,G,VS1,60.9,57.0,624.0,4.34,4.36,2.65 +7591,0.91,Fair,E,SI1,65.0,62.0,4256.0,6.09,6.04,3.94 +38289,0.28,Very Good,E,VS1,60.9,59.0,487.0,4.19,4.22,2.56 +7137,1.03,Ideal,J,SI1,61.6,57.0,4175.0,6.46,6.49,3.99 +27873,0.42,Very Good,E,SI2,58.8,60.0,653.0,4.86,4.9,2.87 +46182,0.5,Ideal,I,VVS1,61.6,56.0,1747.0,5.1,5.13,3.15 +29700,0.31,Ideal,G,VVS2,61.7,54.0,707.0,4.34,4.38,2.69 +25152,2.01,Fair,G,SI2,65.0,60.0,13721.0,7.8,7.73,5.05 +20814,1.08,Ideal,H,VVS1,61.8,57.0,9041.0,6.55,6.59,4.06 +12291,1.02,Premium,H,VS2,61.2,58.0,5217.0,6.47,6.5,3.97 +35510,0.41,Very Good,E,SI1,63.1,57.0,904.0,4.78,4.73,3.0 +30470,0.31,Very Good,D,SI1,63.4,55.0,732.0,4.3,4.28,2.72 +23754,1.27,Premium,F,VVS2,61.3,60.0,11797.0,6.9,6.99,4.26 +22985,1.51,Ideal,F,SI1,63.0,57.0,11035.0,7.29,7.25,4.58 +26006,2.56,Good,J,SI2,63.6,62.0,15231.0,8.62,8.57,5.47 +30688,0.4,Good,F,SI1,63.6,57.0,737.0,4.67,4.7,2.98 +39852,0.38,Ideal,E,VVS2,61.6,55.0,1100.0,4.63,4.66,2.86 +45227,0.7,Premium,J,VS1,62.0,58.0,1657.0,5.68,5.74,3.54 +2450,0.77,Ideal,E,SI1,61.6,57.0,3189.0,5.87,5.91,3.63 +41082,0.41,Premium,F,VVS2,60.1,59.0,1192.0,4.82,4.79,2.89 +48638,0.34,Ideal,F,SI1,61.1,56.0,537.0,4.52,4.55,2.77 +33368,0.41,Very Good,H,VS1,62.0,56.0,827.0,4.74,4.78,2.95 +15655,1.22,Very Good,G,SI1,63.4,57.0,6278.0,6.74,6.77,4.28 +45073,0.48,Very Good,E,VS1,62.2,62.0,1644.0,4.95,4.99,3.09 +7714,0.33,Ideal,G,VS2,61.2,55.0,579.0,4.46,4.49,2.74 +45126,0.59,Very Good,E,SI1,62.9,58.0,1652.0,5.31,5.34,3.35 +15823,1.01,Good,F,VS2,63.9,58.0,6330.0,6.32,6.39,4.06 +18784,1.06,Premium,F,VS1,58.8,60.0,7679.0,6.76,6.68,3.95 +39741,0.52,Premium,G,SI1,58.6,62.0,1092.0,5.28,5.24,3.08 +24048,0.38,Premium,I,VS2,60.2,58.0,633.0,4.69,4.75,2.84 +4559,0.9,Ideal,H,SI1,61.5,57.0,3644.0,6.17,6.23,3.81 +47453,0.53,Ideal,D,VS2,61.2,57.0,1857.0,5.2,5.26,3.2 +31481,0.34,Very Good,H,VS1,63.1,57.0,765.0,4.44,4.4,2.79 +14841,1.26,Very Good,E,SI2,62.9,59.0,5976.0,6.82,6.85,4.3 +36605,0.34,Ideal,E,SI2,62.4,57.0,477.0,4.47,4.5,2.8 +30242,0.33,Ideal,E,VS2,61.5,57.0,723.0,4.41,4.47,2.73 +30300,0.3,Very Good,D,SI2,61.0,61.0,447.0,4.25,4.31,2.61 +30266,0.36,Ideal,G,SI1,61.8,55.0,725.0,4.58,4.61,2.84 +28359,0.4,Ideal,I,VS2,62.4,53.0,667.0,4.75,4.77,2.97 +30807,0.3,Very Good,G,IF,60.5,58.0,743.0,4.35,4.38,2.64 +23404,2.02,Very Good,I,SI2,63.3,59.0,11390.0,7.93,8.0,5.04 +20087,1.2,Good,E,VS2,61.8,61.0,8563.0,6.69,6.71,4.14 +53457,0.48,Very Good,D,IF,60.6,55.0,2677.0,5.08,5.12,3.09 +32344,0.3,Ideal,G,VVS1,62.2,57.0,789.0,4.27,4.31,2.67 +47898,0.54,Ideal,G,VVS2,61.2,56.0,1914.0,5.25,5.3,3.22 +50717,0.7,Premium,H,VS1,62.3,59.0,2293.0,5.71,5.66,3.54 +43764,0.41,Ideal,F,IF,61.4,58.0,1439.0,4.78,4.83,2.95 +6452,1.01,Good,F,SI2,65.7,58.0,4049.0,6.12,6.2,4.05 +37253,0.32,Ideal,D,VS1,61.2,55.0,977.0,4.41,4.45,2.71 +34555,0.52,Premium,F,I1,63.0,56.0,870.0,5.18,5.11,3.24 +12553,1.01,Premium,G,SI1,62.9,61.0,5273.0,6.35,6.33,3.99 +42007,0.59,Ideal,F,SI2,61.8,55.0,1265.0,5.41,5.44,3.35 +4720,0.24,Ideal,F,VS1,61.8,54.0,572.0,3.99,4.03,2.48 +8527,1.0,Ideal,D,SI2,62.3,56.0,4427.0,6.39,6.33,3.96 +47739,0.7,Premium,I,SI2,62.4,58.0,1890.0,5.68,5.64,3.53 +41553,0.53,Ideal,H,SI1,62.5,56.0,1236.0,5.15,5.19,3.23 +45205,0.51,Very Good,G,VS1,62.7,56.0,1656.0,5.08,5.13,3.2 +8687,1.01,Ideal,F,SI2,62.1,55.0,4458.0,6.42,6.47,4.0 +14783,1.21,Premium,H,SI1,62.5,58.0,5948.0,6.75,6.72,4.21 +43556,0.52,Ideal,D,SI1,62.2,54.0,1429.0,5.14,5.18,3.21 +25125,2.0,Ideal,G,SI1,61.7,55.0,13675.0,8.11,8.07,4.99 +8651,1.06,Ideal,H,SI2,59.4,57.0,4452.0,6.67,6.63,3.95 +29693,0.31,Ideal,G,VVS2,60.8,56.0,707.0,4.38,4.4,2.67 +37787,0.38,Ideal,E,VS1,61.9,56.0,1000.0,4.63,4.67,2.88 +26124,2.25,Premium,I,SI1,61.3,58.0,15397.0,8.52,8.42,0.0 +53582,0.75,Premium,E,SI1,62.8,56.0,2698.0,5.78,5.75,3.62 +39134,0.41,Premium,G,VS2,61.8,59.0,1061.0,4.76,4.72,2.93 +36958,0.27,Ideal,H,VS1,61.6,56.0,480.0,4.18,4.2,2.58 +14135,1.01,Very Good,D,SI1,62.6,56.0,5731.0,6.36,6.39,3.99 +33412,0.32,Ideal,G,VS1,60.8,57.0,828.0,4.42,4.39,2.68 +8388,0.35,Premium,F,SI1,62.3,58.0,583.0,4.49,4.53,2.81 +20470,1.03,Ideal,E,VVS2,61.9,57.0,8811.0,6.46,6.5,4.01 +11117,1.13,Premium,E,SI2,61.4,59.0,4936.0,6.78,6.7,4.14 +12635,1.0,Premium,F,SI1,60.7,60.0,5292.0,6.4,6.36,3.87 +52628,0.35,Very Good,H,SI2,63.2,61.0,551.0,4.49,4.47,2.83 +1086,0.71,Ideal,H,VS1,61.9,56.0,2909.0,5.7,5.74,3.54 +27655,2.01,Ideal,G,VS2,61.4,54.0,18607.0,8.16,8.09,4.99 +23958,2.02,Very Good,G,SI2,63.1,57.0,12094.0,8.01,7.97,5.04 +39732,0.5,Premium,H,SI1,58.7,59.0,1091.0,5.15,5.11,3.01 +49158,0.5,Premium,G,VVS1,61.0,60.0,2070.0,5.12,5.08,3.11 +19247,1.5,Good,D,SI1,56.6,64.0,7980.0,7.51,7.43,4.23 +17528,1.02,Ideal,G,VS1,61.4,57.0,7055.0,6.45,6.49,3.98 +7906,1.06,Ideal,I,SI1,62.2,56.0,4313.0,6.49,6.53,4.05 +11581,1.2,Good,I,SI1,65.0,59.0,5040.0,6.51,6.57,4.25 +31173,0.41,Good,I,VS1,63.7,57.0,755.0,4.67,4.72,2.99 +9571,1.01,Very Good,I,VS2,61.9,61.0,4626.0,6.36,6.41,3.95 +25147,2.2,Premium,I,SI2,61.8,54.0,13719.0,8.45,8.4,5.2 +52691,0.74,Premium,G,SI1,61.0,60.0,2553.0,5.85,5.76,3.54 +45962,0.24,Ideal,E,VVS2,61.7,58.0,526.0,3.96,4.01,2.46 +38214,0.43,Premium,F,SI1,62.4,57.0,1016.0,4.82,4.79,3.0 +52569,0.9,Fair,J,SI2,66.6,54.0,2536.0,6.05,5.99,4.01 +47086,0.56,Ideal,G,VS1,60.3,57.0,1824.0,5.37,5.41,3.25 +46082,0.56,Fair,E,VS2,64.7,60.0,1737.0,5.13,5.14,3.32 +26030,0.32,Ideal,F,VS2,62.6,55.0,645.0,4.38,4.41,2.75 +2055,0.32,Very Good,E,SI1,62.8,57.0,561.0,4.34,4.39,2.74 +40896,0.44,Ideal,H,IF,61.9,54.0,1177.0,4.9,4.95,3.05 +51457,0.73,Ideal,G,SI2,61.1,57.0,2376.0,5.8,5.82,3.55 +30375,0.3,Fair,F,VS2,56.3,64.0,729.0,4.44,4.39,2.5 +10289,1.03,Ideal,E,SI2,62.3,56.0,4758.0,6.44,6.52,4.04 +35339,0.32,Ideal,G,IF,61.8,55.0,898.0,4.38,4.42,2.72 +887,0.78,Premium,F,VS2,62.6,58.0,2874.0,5.91,5.82,3.67 +7892,1.0,Very Good,E,SI2,60.6,61.0,4312.0,6.39,6.44,3.89 +38958,0.31,Premium,I,VS1,59.2,60.0,489.0,4.4,4.45,2.62 +32721,0.31,Ideal,F,VS2,62.3,57.0,802.0,4.34,4.3,2.69 +17380,0.34,Premium,E,SI2,59.9,59.0,612.0,4.57,4.55,2.73 +9954,1.0,Very Good,D,SI1,60.1,60.0,4697.0,6.47,6.55,3.91 +49975,0.29,Very Good,G,VVS2,60.9,57.0,541.0,4.28,4.32,2.61 +29244,0.34,Very Good,E,VS2,62.7,56.0,696.0,4.48,4.51,2.82 +39360,0.52,Premium,F,SI2,62.7,57.0,1073.0,5.11,5.07,3.19 +20608,1.7,Ideal,D,SI2,60.7,56.0,8911.0,7.78,7.71,4.7 +35407,0.32,Ideal,E,VS2,61.3,57.0,900.0,4.45,4.42,2.72 +8079,1.01,Good,D,SI2,57.6,62.0,4338.0,6.66,6.56,3.81 +25179,2.0,Fair,I,SI1,65.9,60.0,13764.0,7.8,7.73,5.12 +25384,2.05,Very Good,I,SI2,62.8,56.0,14071.0,8.1,8.12,5.09 +21375,0.34,Very Good,D,SI1,59.8,61.0,626.0,4.5,4.53,2.7 +46413,0.54,Good,D,SI1,57.9,60.0,1767.0,5.36,5.39,3.11 +1731,0.32,Premium,H,VS1,61.7,58.0,561.0,4.38,4.44,2.72 +18423,1.52,Ideal,H,SI1,62.0,56.0,7491.0,7.38,7.32,4.56 +39730,0.35,Ideal,E,VS1,61.9,56.0,1091.0,4.55,4.53,2.81 +4029,0.75,Ideal,G,VVS2,61.3,55.0,3525.0,5.85,5.89,3.59 +46760,0.65,Very Good,I,VVS1,61.8,56.0,1801.0,5.53,5.57,3.43 +50651,0.31,Good,E,SI1,63.5,55.0,544.0,4.31,4.35,2.75 +27017,2.71,Premium,E,SI2,60.4,59.0,17146.0,9.13,9.03,5.48 +1501,0.87,Very Good,H,SI2,61.0,56.0,2993.0,6.15,6.19,3.77 +53316,0.72,Ideal,F,SI2,61.9,54.1,2651.0,5.73,5.83,3.57 +34223,0.38,Premium,G,SI1,60.0,60.0,855.0,4.72,4.65,2.81 +5297,1.01,Premium,E,SI2,59.5,60.0,3801.0,6.59,6.53,3.9 +33628,0.33,Premium,E,SI2,59.7,58.0,463.0,4.48,4.53,2.69 +53502,0.72,Premium,G,VS1,61.7,59.0,2685.0,5.71,5.66,3.51 +35044,0.4,Good,F,VS1,63.0,62.0,883.0,4.65,4.68,2.94 +39941,0.23,Very Good,D,VVS1,61.3,61.0,492.0,3.94,3.99,2.43 +45261,0.54,Very Good,D,SI1,62.1,56.0,1662.0,5.22,5.25,3.25 +12443,0.9,Ideal,G,VVS2,61.9,56.0,5242.0,6.22,6.15,3.83 +34840,0.3,Premium,G,VVS2,61.2,58.0,878.0,4.34,4.32,2.65 +14111,1.36,Very Good,J,SI1,62.0,59.0,5723.0,7.01,7.06,4.36 +43680,0.5,Good,F,VS2,63.3,57.0,1436.0,5.01,5.07,3.19 +50741,0.64,Very Good,D,VS2,62.2,58.0,2297.0,5.49,5.54,3.43 +24263,2.02,Ideal,H,SI2,62.1,56.0,12485.0,8.13,8.09,5.04 +34524,0.33,Very Good,G,VVS1,61.2,60.0,868.0,4.42,4.44,2.71 +13343,1.26,Premium,I,SI1,60.9,58.0,5504.0,6.99,6.94,4.24 +3605,1.04,Good,J,SI2,64.2,59.0,3425.0,6.47,6.38,4.13 +42002,0.51,Very Good,F,SI1,62.0,54.0,1265.0,5.15,5.18,3.2 +38915,0.33,Ideal,G,IF,61.6,53.0,1052.0,4.47,4.43,2.74 +8097,0.95,Premium,D,SI2,60.1,61.0,4341.0,6.37,6.35,3.82 +38429,0.35,Ideal,D,VS1,61.4,56.0,1026.0,4.55,4.58,2.8 +49900,0.66,Ideal,H,VS2,61.4,56.0,2178.0,5.62,5.65,3.46 +7114,1.0,Premium,G,SI2,62.7,59.0,4170.0,6.36,6.3,3.97 +24110,1.13,Ideal,D,VVS2,60.1,57.0,12261.0,6.83,6.78,4.09 +50823,0.72,Ideal,E,SI2,61.8,55.0,2308.0,5.77,5.75,3.56 +2750,0.76,Ideal,H,VVS2,61.0,56.0,3249.0,5.85,5.91,3.59 +43357,0.58,Premium,E,SI1,58.5,55.0,1407.0,5.52,5.39,3.19 +12523,1.11,Ideal,E,SI2,61.2,55.0,5262.0,6.68,6.72,4.1 +53473,0.76,Ideal,E,SI2,61.6,55.0,2680.0,5.87,5.92,3.63 +25370,0.28,Ideal,F,VVS2,61.1,57.0,642.0,4.22,4.26,2.59 +33425,0.32,Ideal,H,VVS2,62.0,55.0,828.0,4.42,4.39,2.73 +28386,0.33,Premium,I,VS1,61.6,60.0,668.0,4.45,4.42,2.73 +21016,1.6,Premium,F,SI2,61.1,58.0,9229.0,7.57,7.53,4.61 +40995,0.5,Premium,E,SI2,59.4,60.0,1181.0,5.21,5.16,3.08 +40977,0.41,Premium,D,VVS2,61.9,59.0,1181.0,4.78,4.75,2.95 +38656,0.42,Ideal,D,SI1,62.0,55.0,1040.0,4.84,4.83,3.0 +50670,0.31,Very Good,I,VVS2,61.6,59.0,544.0,4.31,4.33,2.66 +36503,0.41,Ideal,H,VVS1,61.5,55.0,945.0,4.79,4.81,2.95 +30156,0.5,Very Good,E,I1,63.1,61.0,720.0,5.04,4.97,3.16 +46492,0.52,Ideal,F,VS1,61.2,57.0,1778.0,5.16,5.2,3.17 +14697,1.0,Very Good,F,VS2,58.7,62.0,5929.0,6.51,6.6,3.85 +18495,1.0,Very Good,E,VS1,63.2,55.0,7532.0,6.34,6.29,3.99 +42932,0.32,Ideal,H,VS2,61.5,56.0,505.0,4.38,4.4,2.7 +12653,1.0,Ideal,E,SI1,62.3,55.0,5299.0,6.34,6.41,3.97 +28580,0.3,Ideal,H,VS1,62.9,56.0,675.0,4.27,4.22,2.67 +37545,0.51,Ideal,J,VS1,61.6,54.0,988.0,5.14,5.18,3.18 +35748,0.3,Premium,D,VS2,62.8,59.0,911.0,4.28,4.26,2.68 +13175,1.31,Good,I,SI2,63.6,55.1,5446.0,6.92,6.98,4.42 +3622,0.8,Ideal,F,VS2,62.7,54.0,3429.0,5.91,5.95,3.72 +53306,0.3,Ideal,I,VVS1,62.3,55.0,552.0,4.28,4.29,2.67 +34976,0.23,Good,F,VVS1,60.3,66.0,472.0,3.93,3.96,2.38 +44484,0.6,Very Good,H,VS2,64.2,57.0,1597.0,5.27,5.32,3.4 +32988,0.38,Premium,D,SI2,61.1,58.0,812.0,4.68,4.62,2.84 +19673,1.25,Premium,G,VVS1,58.2,61.0,8281.0,7.1,7.05,4.12 +13771,1.06,Ideal,F,SI1,62.2,57.0,5613.0,6.52,6.5,4.05 +35320,0.33,Very Good,F,IF,58.7,55.0,897.0,4.56,4.6,2.69 +15338,1.01,Very Good,F,VS2,62.7,56.0,6159.0,6.37,6.43,4.01 +44813,0.5,Ideal,E,VS2,62.2,55.0,1624.0,5.07,5.09,3.16 +44960,0.58,Ideal,G,VS2,61.9,56.0,1636.0,5.34,5.38,3.32 +17467,2.23,Very Good,G,I1,63.5,57.0,7006.0,8.24,8.2,5.22 +2644,0.75,Good,E,VS1,63.1,55.0,3231.0,5.8,5.83,3.67 +7780,1.02,Premium,I,SI1,58.0,58.0,4284.0,6.84,6.6,3.9 +12247,2.06,Premium,J,I1,61.2,58.0,5203.0,8.1,8.07,4.95 +35857,0.4,Ideal,D,VS2,60.8,59.0,917.0,4.71,4.76,2.88 +37244,0.43,Very Good,G,VVS2,61.7,56.0,976.0,4.84,4.88,2.99 +17105,1.3,Very Good,I,VS1,62.6,57.0,6819.0,6.92,6.95,4.34 +43738,0.51,Very Good,E,SI1,61.3,54.0,1438.0,5.13,5.18,3.16 +11648,1.11,Good,I,VS2,63.6,58.0,5054.0,6.57,6.52,4.16 +40311,0.4,Premium,E,VS1,62.5,58.0,1125.0,4.72,4.69,2.94 +29494,0.32,Ideal,E,VS2,61.6,55.0,702.0,4.41,4.42,2.72 +5300,1.01,Fair,E,SI2,60.0,60.0,3801.0,6.48,6.38,3.86 +50965,0.7,Very Good,F,VS2,62.2,56.0,2325.0,5.67,5.75,3.55 +42817,0.5,Very Good,E,SI1,60.7,61.0,1354.0,5.09,5.13,3.1 +9270,1.22,Premium,I,VS2,61.6,59.0,4562.0,6.86,6.81,4.21 +44508,0.52,Ideal,D,SI1,62.7,56.0,1600.0,5.14,5.17,3.23 +52609,0.7,Very Good,G,SI1,62.5,59.0,2545.0,5.69,5.73,3.57 +4215,0.91,Very Good,H,VS2,63.1,56.0,3567.0,6.2,6.13,3.89 +32618,0.3,Ideal,H,VS2,62.1,55.0,457.0,4.3,4.33,2.68 +27228,2.53,Premium,H,SI2,59.6,59.0,17591.0,8.9,8.82,5.29 +27970,0.3,Premium,E,VS2,59.2,59.0,658.0,4.37,4.41,2.6 +15975,1.35,Ideal,J,SI1,62.3,57.0,6396.0,7.08,7.02,4.39 +8452,1.07,Premium,H,SI2,61.2,60.0,4413.0,6.53,6.57,4.01 +40482,0.33,Ideal,F,VVS1,61.8,55.0,1141.0,4.44,4.46,2.75 +27319,2.09,Premium,F,SI2,61.7,59.0,17840.0,8.21,8.23,5.07 +44119,0.5,Very Good,E,VS2,62.9,55.0,1559.0,5.07,5.11,3.2 +405,0.33,Ideal,H,SI2,61.4,56.0,554.0,4.85,4.79,2.95 +6316,1.0,Good,E,SI2,64.0,54.0,4026.0,6.31,6.26,4.01 +49675,0.6,Ideal,F,VS1,62.9,57.0,2142.0,5.35,5.31,3.35 +1332,0.64,Ideal,G,IF,61.7,58.0,2960.0,5.52,5.56,3.42 +44889,0.5,Premium,E,VS2,61.8,59.0,1629.0,5.12,5.08,3.15 +38920,0.33,Premium,G,IF,60.8,58.0,1052.0,4.46,4.42,2.7 +4657,0.91,Ideal,I,VS1,62.5,55.0,3669.0,6.25,6.2,3.89 +27011,2.14,Premium,D,SI2,59.8,59.0,17127.0,8.4,8.36,5.01 +43150,0.56,Fair,E,SI2,64.5,61.0,1389.0,5.18,5.14,3.33 +8152,1.02,Good,F,SI2,59.2,58.0,4356.0,6.51,6.56,3.87 +4761,0.9,Good,D,SI1,63.6,63.0,3689.0,6.07,6.03,3.85 +36392,0.31,Premium,D,VVS1,62.1,59.0,942.0,4.38,4.32,2.7 +28048,0.32,Very Good,G,VS1,61.9,56.0,660.0,4.41,4.45,2.74 +26044,2.5,Ideal,J,SI2,63.8,53.0,15246.0,8.56,8.5,5.45 +50181,0.74,Very Good,H,SI2,62.1,58.0,2222.0,5.82,5.78,3.6 +31928,0.3,Premium,G,VS1,62.9,60.0,776.0,4.22,4.18,2.64 +48062,0.55,Ideal,D,VS2,62.3,55.0,1928.0,5.24,5.29,3.28 +42151,0.5,Ideal,F,SI1,59.9,56.0,1282.0,5.09,5.36,3.13 +44240,0.48,Ideal,G,VVS2,62.0,57.0,1574.0,5.01,5.04,3.11 +7256,1.01,Good,F,SI2,64.3,59.0,4197.0,6.33,6.26,4.05 +31482,0.34,Premium,G,VS2,60.2,58.0,765.0,4.55,4.52,2.73 +12481,0.91,Ideal,E,SI1,61.4,54.0,5252.0,6.26,6.24,3.84 +18663,1.5,Ideal,H,SI1,61.6,57.0,7627.0,7.34,7.24,4.49 +9345,1.03,Good,J,VS1,60.1,62.4,4582.0,6.43,6.49,3.88 +15369,0.3,Very Good,G,VS1,62.1,60.0,605.0,4.24,4.3,2.65 +25784,1.5,Ideal,F,VS2,62.6,57.0,14759.0,7.27,7.34,4.57 +40538,0.34,Ideal,F,IF,60.7,57.0,1148.0,4.53,4.5,2.74 +26834,2.01,Ideal,H,SI1,65.1,56.0,16733.0,7.91,7.84,5.12 +52223,0.7,Very Good,I,VVS1,59.5,58.0,2484.0,5.78,5.81,3.45 +48305,0.27,Ideal,I,VS2,62.1,56.0,534.0,4.14,4.18,2.58 +31775,0.32,Ideal,F,VS2,63.0,57.0,773.0,4.37,4.33,2.74 +12003,1.01,Premium,D,SI1,59.8,54.0,5147.0,6.6,6.5,3.93 +46820,0.72,Premium,E,SI2,59.3,60.0,1808.0,5.88,5.85,3.48 +15661,1.0,Good,E,VS2,60.7,62.0,6279.0,6.33,6.46,3.88 +24846,2.17,Premium,H,SI1,62.3,58.0,13248.0,8.29,8.25,5.15 +23491,1.58,Premium,H,VS1,61.7,59.0,11491.0,7.48,7.42,4.6 +12018,1.0,Premium,F,SI1,59.8,59.0,5151.0,6.55,6.49,3.9 +24152,1.57,Ideal,F,SI1,61.1,55.0,12320.0,7.53,7.55,4.61 +23726,0.25,Very Good,E,VVS1,62.3,55.0,633.0,4.04,4.06,2.52 +46409,0.52,Ideal,H,VVS1,62.1,53.8,1767.0,5.17,5.19,3.21 +19659,1.4,Very Good,D,SI2,61.8,54.0,8268.0,7.16,7.21,4.44 +39133,0.41,Ideal,G,VS2,62.7,56.0,1061.0,4.77,4.74,2.98 +19639,1.27,Ideal,D,SI1,62.1,55.0,8256.0,6.92,6.96,4.31 +29261,0.31,Premium,G,VS2,59.0,60.0,698.0,4.41,4.37,2.59 +3713,0.93,Very Good,H,SI2,61.9,57.0,3452.0,6.25,6.31,3.89 +31163,0.41,Very Good,F,SI1,62.8,57.0,755.0,4.69,4.73,2.96 +34133,0.32,Ideal,F,VVS1,60.4,57.0,854.0,4.41,4.43,2.67 +5171,0.91,Ideal,E,SI2,62.6,57.0,3772.0,6.13,6.18,3.85 +9078,0.83,Very Good,D,VS1,58.2,59.0,4521.0,6.19,6.24,3.62 +37338,0.43,Ideal,E,VS2,62.2,57.0,981.0,4.8,4.84,3.0 +50858,0.72,Ideal,I,VS2,61.6,55.0,2312.0,5.76,5.78,3.55 +35561,0.35,Premium,G,VS1,61.5,58.0,906.0,4.54,4.5,2.78 +35848,0.31,Ideal,F,VVS2,61.6,55.0,917.0,4.35,4.38,2.69 +40118,0.41,Premium,F,VVS2,61.0,59.0,1115.0,4.77,4.83,2.93 +27841,0.31,Good,E,VS2,59.1,56.0,651.0,4.41,4.46,2.62 +5636,0.91,Very Good,F,SI1,60.1,58.0,3879.0,6.3,6.35,3.8 +53216,0.58,Very Good,F,VVS1,59.7,57.0,2636.0,5.48,5.51,3.28 +24547,2.02,Premium,J,VS2,61.1,58.0,12832.0,8.04,8.1,4.93 +21589,1.23,Very Good,F,VS1,59.1,58.0,9694.0,7.06,7.09,4.18 +412,0.34,Ideal,I,VS1,62.0,56.0,555.0,4.5,4.53,2.8 +9853,1.07,Ideal,F,SI2,62.0,57.0,4678.0,6.49,6.6,4.06 +49025,0.57,Ideal,F,VS1,61.9,56.0,2052.0,5.39,5.3,3.31 +26227,1.52,Very Good,F,VS2,62.9,53.3,15649.0,7.31,7.36,4.61 +17066,0.32,Very Good,G,SI1,63.5,56.0,612.0,4.38,4.35,2.77 +48147,0.7,Premium,J,VS2,61.2,60.0,1940.0,5.73,5.7,3.5 +35223,0.33,Ideal,F,VVS1,61.9,55.0,893.0,4.43,4.46,2.75 +4396,0.31,Very Good,D,SI1,63.0,54.0,571.0,4.32,4.35,2.73 +15671,1.18,Very Good,G,SI1,60.8,58.0,6286.0,6.81,6.85,4.15 +34518,0.33,Ideal,G,VVS1,62.0,56.0,868.0,4.45,4.48,2.77 +39622,0.3,Very Good,G,VS2,62.6,62.0,491.0,4.21,4.25,2.65 +50636,0.23,Very Good,F,VS2,61.0,59.0,402.0,3.95,3.99,2.42 +23882,1.31,Ideal,G,VVS2,61.3,58.0,11975.0,7.03,7.07,4.32 +31706,0.36,Premium,F,SI1,62.3,59.0,770.0,4.56,4.5,2.82 +41605,0.32,Ideal,J,VS2,62.2,57.0,393.0,4.36,4.38,2.72 +1378,0.7,Very Good,E,VS1,61.5,56.0,2967.0,5.69,5.75,3.52 +23433,1.25,Ideal,E,VS2,60.7,56.0,11422.0,6.97,6.99,4.24 +40808,0.5,Very Good,G,SI1,62.8,55.0,1170.0,5.03,5.07,3.17 +49214,0.55,Ideal,F,VS1,61.2,56.0,2079.0,5.33,5.28,3.25 +11130,1.5,Fair,H,I1,66.6,54.0,4939.0,7.05,7.01,4.68 +49874,0.59,Ideal,D,VS1,60.9,56.0,2175.0,5.39,5.44,3.3 +8846,1.0,Ideal,E,SI1,62.6,56.0,4480.0,6.37,6.29,3.96 +41753,0.52,Premium,F,SI1,59.5,59.0,1244.0,5.24,5.31,3.14 +36971,0.39,Very Good,E,VVS2,62.2,55.0,962.0,4.66,4.7,2.91 +2906,0.8,Good,F,VS2,60.5,62.3,3283.0,5.97,6.01,3.62 +27552,2.49,Premium,I,SI2,61.2,56.0,18325.0,8.76,8.7,5.34 +17536,1.05,Premium,E,VS2,62.1,58.0,7056.0,6.54,6.5,4.05 +13861,1.0,Very Good,D,SI1,63.1,56.0,5645.0,6.34,6.3,3.99 +11830,1.14,Ideal,I,SI1,60.8,58.0,5096.0,6.71,6.74,4.09 +45285,0.52,Ideal,G,VS1,61.2,56.0,1662.0,5.19,5.22,3.18 +27524,2.51,Premium,I,SI2,62.3,57.0,18255.0,8.76,8.69,5.44 +40957,0.42,Ideal,G,VVS1,60.0,57.0,1179.0,4.84,4.86,2.91 +35104,0.3,Ideal,F,IF,61.8,55.0,886.0,4.32,4.35,2.68 +24898,1.71,Premium,D,SI2,60.6,60.0,13325.0,7.76,7.69,4.68 +32141,0.32,Ideal,F,VVS2,61.2,57.0,786.0,4.4,4.43,2.7 +28799,0.3,Very Good,F,VVS1,62.5,56.0,682.0,4.27,4.31,2.68 +50027,0.73,Premium,F,SI2,61.4,58.0,2197.0,5.83,5.8,3.57 +34493,0.32,Ideal,D,VVS2,61.3,55.0,867.0,4.4,4.44,2.71 +19308,1.21,Ideal,G,VS1,62.5,55.0,8020.0,6.79,6.8,4.25 +41982,0.51,Ideal,D,SI2,62.5,55.0,1264.0,5.12,5.15,3.21 +45757,0.59,Ideal,G,VS2,62.0,57.0,1705.0,5.31,5.4,3.32 +22350,2.01,Premium,J,VS2,58.6,61.0,10401.0,8.18,8.14,4.78 +45427,0.55,Very Good,E,VS2,62.3,61.0,1669.0,5.16,5.21,3.23 +47301,0.3,Very Good,J,VS1,61.2,61.0,394.0,4.3,4.33,2.64 +18225,1.19,Premium,G,VS2,58.9,61.0,7397.0,6.88,6.81,4.03 +22910,1.51,Premium,H,VS2,60.2,60.0,10951.0,7.5,7.38,4.48 +11265,1.16,Premium,G,SI2,62.5,58.0,4969.0,6.72,6.68,4.19 +2851,0.67,Ideal,G,IF,61.6,55.0,3271.0,5.61,5.65,3.47 +1025,0.72,Premium,D,SI1,61.4,59.0,2903.0,5.79,5.71,3.53 +28567,0.3,Very Good,H,VS1,63.4,53.0,675.0,4.3,4.25,2.71 +27064,2.01,Premium,E,SI2,62.0,61.0,17179.0,8.1,8.04,5.0 +150,0.7,Ideal,E,SI1,60.9,57.0,2768.0,5.73,5.76,3.5 +34794,0.4,Ideal,H,VVS2,62.2,56.0,877.0,4.7,4.75,2.94 +16666,1.03,Good,F,VS2,63.9,59.0,6662.0,6.38,6.35,4.07 +17399,0.32,Ideal,G,SI1,61.4,57.0,612.0,4.41,4.38,2.7 +21711,0.27,Ideal,G,IF,62.0,56.0,627.0,4.14,4.17,2.58 +14080,1.2,Premium,F,SI2,62.9,57.0,5712.0,6.8,6.72,4.25 +49280,0.54,Good,F,VS1,63.7,55.0,2090.0,5.16,5.11,3.27 +27630,2.22,Ideal,I,VS2,61.3,56.0,18531.0,8.45,8.36,5.15 +13556,0.9,Fair,E,VVS2,58.1,59.0,5551.0,6.21,6.26,3.62 +25038,0.38,Premium,I,SI2,62.7,58.0,641.0,4.61,4.57,2.88 +17034,1.0,Ideal,F,VS2,62.6,57.0,6804.0,6.4,6.35,3.99 +10127,1.0,Very Good,E,SI1,61.0,61.0,4719.0,6.4,6.45,3.92 +31077,0.33,Very Good,G,VVS2,61.9,58.0,752.0,4.39,4.43,2.73 +34830,0.3,Premium,H,VVS1,62.2,58.0,878.0,4.29,4.26,2.66 +30078,0.4,Good,H,SI2,63.7,59.0,720.0,4.69,4.64,2.97 +40120,0.41,Ideal,F,VVS2,62.6,55.0,1115.0,4.73,4.76,2.97 +33818,0.4,Good,I,VVS1,63.9,56.0,842.0,4.64,4.68,2.98 +11961,1.04,Very Good,F,SI1,63.4,59.0,5137.0,6.44,6.4,4.07 +10268,1.01,Premium,D,SI1,62.8,58.0,4751.0,6.37,6.3,3.98 +17272,1.04,Very Good,D,VS1,60.8,58.0,6915.0,6.5,6.53,3.96 +44586,0.53,Good,E,VS2,64.0,55.0,1607.0,5.11,5.14,3.28 +42844,0.41,Ideal,F,VVS1,61.9,56.0,1356.0,4.79,4.77,2.96 +46945,0.52,Ideal,E,VS2,61.2,56.0,1815.0,5.23,5.16,3.18 +14836,1.25,Ideal,J,VVS2,61.1,57.0,5975.0,6.91,6.94,4.23 +5169,0.91,Very Good,E,SI2,63.0,56.0,3772.0,6.12,6.16,3.87 +21740,1.07,Very Good,F,VVS1,60.2,58.0,9808.0,6.57,6.65,3.98 +28072,0.43,Good,G,SI2,58.8,61.0,661.0,4.92,4.94,2.9 +10736,0.33,Premium,I,VS2,62.6,58.0,594.0,4.42,4.34,2.74 +31958,0.31,Ideal,I,VS2,62.0,54.0,452.0,4.37,4.4,2.72 +51443,0.7,Premium,H,VS1,61.8,62.0,2375.0,5.69,5.63,3.5 +50122,0.54,Ideal,H,IF,60.3,55.0,2210.0,5.29,5.33,3.2 +48817,0.51,Ideal,G,VVS1,61.4,55.0,2027.0,5.15,5.18,3.17 +8698,1.58,Premium,I,I1,60.2,61.0,4459.0,7.55,7.51,4.53 +44278,0.51,Very Good,H,VVS2,62.2,61.0,1577.0,5.06,5.1,3.16 +5233,0.77,Very Good,D,VS2,59.6,57.0,3787.0,6.01,6.03,3.59 +4116,0.81,Ideal,E,VS2,62.0,55.0,3538.0,5.99,5.97,3.71 +37385,0.4,Ideal,D,VS2,60.4,56.0,982.0,4.73,4.77,2.87 +33112,0.4,Premium,G,SI1,58.3,62.0,816.0,4.86,4.81,2.82 +6005,1.01,Good,D,SI2,63.6,61.0,3959.0,6.35,6.33,4.03 +19907,1.09,Premium,G,VVS2,59.5,61.0,8454.0,6.74,6.7,4.0 +37867,0.46,Fair,F,SI1,64.9,58.0,1003.0,4.81,4.77,3.11 +45411,0.51,Ideal,H,VS1,61.6,55.0,1668.0,5.17,5.19,3.19 +46412,0.63,Good,H,VS1,62.9,54.0,1767.0,5.47,5.56,3.47 +38322,0.5,Very Good,F,SI2,62.9,57.0,1020.0,5.02,5.06,3.17 +53491,0.71,Premium,D,VS2,62.7,58.0,2683.0,5.67,5.53,3.54 +750,0.33,Premium,I,SI1,60.4,59.0,557.0,4.54,4.5,2.73 +52620,0.73,Very Good,D,SI1,63.6,57.0,2548.0,5.68,5.71,3.62 +38001,0.43,Premium,G,VS1,60.9,57.0,1008.0,4.91,4.88,2.98 +41214,0.52,Ideal,H,SI1,61.5,56.0,1206.0,5.16,5.21,3.19 +49107,0.52,Ideal,F,VVS2,62.5,57.0,2064.0,5.15,5.19,3.23 +16578,1.14,Premium,G,VS2,61.2,58.0,6619.0,6.75,6.71,4.12 +13004,1.07,Ideal,F,SI2,61.6,57.0,5405.0,6.56,6.53,4.03 +40689,0.5,Premium,H,SI1,59.0,59.0,1156.0,5.22,5.18,3.07 +38405,0.35,Ideal,H,VVS1,61.7,56.0,1024.0,4.55,4.53,2.8 +44446,0.61,Ideal,H,VS2,62.5,54.0,1591.0,5.43,5.45,3.4 +42340,0.73,Very Good,G,I1,62.5,58.0,1298.0,5.74,5.82,3.61 +40635,0.41,Ideal,E,VS1,62.3,57.0,1153.0,4.77,4.74,2.96 +9373,0.32,Premium,D,SI1,60.8,58.0,589.0,4.41,4.44,2.69 +51759,0.65,Good,F,VS1,61.7,60.3,2406.0,5.53,5.57,3.42 +49056,0.59,Ideal,G,VS2,61.9,56.0,2057.0,5.38,5.42,3.34 +2965,0.8,Premium,E,SI1,61.5,58.0,3297.0,5.97,5.93,3.66 +28818,0.31,Ideal,D,VS1,62.0,54.0,683.0,4.35,4.36,2.7 +23763,1.6,Premium,G,SI1,62.2,58.0,11818.0,7.44,7.5,4.65 +3534,0.83,Premium,F,VS2,61.9,58.0,3408.0,6.05,6.01,3.73 +32831,0.33,Ideal,E,VS1,61.5,54.0,806.0,4.46,4.49,2.75 +23727,0.25,Very Good,F,IF,61.1,54.0,633.0,4.08,4.11,2.5 +48912,0.54,Ideal,G,VVS1,61.7,56.0,2041.0,5.24,5.26,3.24 +2591,0.71,Very Good,D,VS2,62.4,59.0,3217.0,5.68,5.73,3.56 +51798,0.7,Premium,D,VS2,61.3,58.0,2415.0,5.72,5.67,3.48 +53903,0.77,Very Good,E,SI2,59.9,61.0,2753.0,5.98,6.01,3.59 +13837,0.9,Very Good,G,VVS2,61.4,60.0,5640.0,6.18,6.23,3.81 +26015,0.35,Good,D,SI1,63.3,57.0,644.0,4.51,4.53,2.86 +22000,1.11,Very Good,F,VVS1,62.5,59.0,10069.0,6.59,6.63,4.13 +19765,1.0,Premium,D,VS1,62.2,55.0,8333.0,6.46,6.4,4.0 +31196,0.32,Ideal,I,VVS1,61.9,55.0,756.0,4.4,4.39,2.72 +26552,2.05,Premium,H,VS2,60.7,61.0,16235.0,8.25,8.13,4.97 +20117,1.29,Ideal,G,VS2,62.5,57.0,8582.0,6.89,6.92,4.35 +31686,0.26,Premium,E,VVS1,62.3,60.0,769.0,4.09,4.07,2.54 +5603,0.96,Ideal,G,SI2,62.1,57.0,3871.0,6.32,6.27,3.91 +51819,0.5,Ideal,F,IF,61.2,57.0,2419.0,5.11,5.15,3.14 +31896,0.3,Premium,G,VS1,61.8,60.0,776.0,4.32,4.29,2.66 +26858,1.75,Ideal,G,VS2,62.6,56.0,16783.0,7.72,7.65,4.81 +51354,0.72,Premium,F,SI1,62.0,60.0,2364.0,5.74,5.77,3.57 +6137,1.13,Very Good,I,SI2,59.1,63.0,3987.0,6.85,6.82,4.04 +51628,0.7,Premium,E,SI1,61.8,59.0,2396.0,5.63,5.57,3.46 +29490,0.4,Ideal,G,SI1,60.2,56.0,702.0,4.77,4.83,2.89 +15194,1.07,Very Good,G,VS2,61.9,60.0,6101.0,6.48,6.55,4.03 +27956,0.27,Ideal,I,VS1,61.9,54.0,432.0,4.15,4.18,2.58 +40055,0.38,Premium,E,VS2,61.8,58.0,1112.0,4.64,4.61,2.86 +38119,0.3,Ideal,G,VVS1,61.7,55.0,1013.0,4.34,4.32,2.67 +15281,1.16,Premium,G,SI1,62.5,58.0,6132.0,6.73,6.68,4.19 +10893,1.17,Ideal,J,SI1,62.3,55.0,4883.0,6.74,6.77,4.21 +23015,0.3,Very Good,H,VS1,63.2,58.0,630.0,4.26,4.22,2.68 +44486,0.51,Ideal,D,VS2,61.9,55.0,1597.0,5.15,5.19,3.2 +3462,0.72,Ideal,I,VS2,60.3,57.0,3391.0,5.82,5.86,3.52 +53583,0.6,Ideal,F,VVS2,60.9,57.0,2698.0,5.45,5.48,3.33 +10923,1.0,Fair,G,VS1,63.1,68.0,4892.0,6.32,6.17,3.94 +10868,1.23,Premium,F,SI2,61.7,58.0,4876.0,6.85,6.95,4.26 +25768,2.01,Ideal,H,SI1,62.1,56.0,14725.0,8.11,8.08,5.03 +2262,0.71,Ideal,D,VS2,62.0,57.0,3153.0,5.69,5.73,3.54 +37792,0.3,Ideal,D,VVS1,61.1,57.0,1000.0,4.34,4.36,2.66 +50836,0.7,Premium,E,SI1,62.4,60.0,2310.0,5.72,5.63,3.54 +22546,1.79,Premium,J,VS2,62.5,60.0,10581.0,7.76,7.69,4.83 +11028,1.02,Ideal,H,SI2,62.5,53.0,4918.0,6.43,6.47,4.03 +24302,1.13,Premium,F,IF,59.8,60.0,12549.0,6.82,6.76,4.06 +52766,0.7,Very Good,G,VS2,58.7,53.0,2563.0,5.83,5.86,3.43 +36912,0.34,Ideal,D,VS1,62.6,56.0,961.0,4.52,4.49,2.82 +31461,0.4,Good,I,SI1,63.9,57.0,765.0,4.7,4.66,2.99 +26211,1.78,Premium,H,VS1,60.2,59.0,15601.0,7.96,7.83,4.75 +25019,2.02,Very Good,G,SI2,63.3,59.0,13554.0,8.05,7.96,5.07 +15485,1.16,Premium,H,VS2,62.3,56.0,6202.0,6.77,6.68,4.19 +22852,2.01,Fair,G,SI2,65.9,57.0,10887.0,7.85,7.78,5.15 +15206,1.01,Ideal,G,VS2,62.4,56.0,6108.0,6.41,6.37,3.99 +12058,0.26,Very Good,F,VVS2,63.2,54.0,597.0,4.05,4.08,2.57 +23697,1.55,Very Good,E,SI1,60.1,58.0,11764.0,7.5,7.55,4.52 +25039,0.3,Premium,F,SI1,60.9,60.0,641.0,4.37,4.33,2.65 +44320,0.33,Very Good,H,VS2,62.0,59.0,521.0,4.4,4.44,2.74 +40097,0.33,Ideal,G,VVS1,62.0,56.0,1114.0,4.48,4.45,2.77 +35818,0.31,Ideal,F,IF,62.3,53.0,914.0,4.35,4.38,2.72 +17696,1.0,Good,G,VVS1,63.8,60.0,7134.0,6.35,6.31,4.04 +17173,1.11,Ideal,G,VS2,61.2,56.0,6857.0,6.65,6.68,4.08 +2592,1.0,Very Good,I,SI2,62.4,63.0,3217.0,6.35,6.44,3.99 +4628,1.01,Good,J,SI1,63.6,54.0,3665.0,6.44,6.36,4.07 +39355,0.44,Premium,E,VS2,60.4,59.0,1073.0,4.93,4.9,2.97 +8611,1.02,Good,E,SI1,63.1,57.0,4443.0,6.37,6.43,4.04 +40129,0.41,Ideal,F,VVS2,61.7,56.0,1115.0,4.78,4.81,2.96 +16364,0.33,Premium,D,SI1,60.3,58.0,608.0,4.47,4.49,2.7 +11606,1.0,Very Good,H,VS2,59.7,59.0,5046.0,6.52,6.57,3.91 +45741,0.55,Ideal,F,SI1,61.9,55.0,1700.0,5.25,5.29,3.26 +25373,0.28,Ideal,F,VVS2,61.8,56.0,642.0,4.21,4.24,2.61 +50103,0.71,Good,H,SI1,64.0,61.0,2207.0,5.61,5.54,3.57 +11640,1.0,Good,E,SI1,57.5,62.0,5051.0,6.5,6.58,3.76 +28701,0.3,Very Good,G,VVS1,61.9,55.0,680.0,4.31,4.32,2.67 +5822,1.02,Ideal,H,I1,62.1,56.0,3915.0,6.4,6.45,3.99 +47989,0.32,Very Good,F,SI1,62.3,55.0,533.0,4.39,4.44,2.75 +32263,0.36,Ideal,F,VS1,61.9,56.0,789.0,4.56,4.59,2.83 +44619,0.5,Ideal,H,VVS2,60.4,55.0,1608.0,5.16,5.2,3.13 +21379,0.34,Very Good,D,SI1,59.6,61.0,626.0,4.5,4.53,2.69 +29901,0.31,Very Good,F,VVS2,61.6,56.0,711.0,4.34,4.38,2.68 +23116,1.23,Ideal,F,VVS2,61.8,56.0,11141.0,6.89,6.84,4.24 +4865,0.78,Ideal,E,VS2,61.1,55.0,3713.0,5.99,5.96,3.65 +11299,1.14,Premium,H,SI1,59.2,58.0,4980.0,6.86,6.8,4.04 +9783,0.98,Ideal,G,SI1,62.3,56.0,4665.0,6.37,6.34,3.96 +30633,0.31,Ideal,D,VS2,62.7,55.0,734.0,4.31,4.34,2.71 +6199,1.01,Very Good,I,SI2,63.7,57.0,3998.0,6.32,6.36,4.04 +43282,0.3,Premium,G,SI2,58.1,61.0,506.0,4.47,4.41,2.58 +15439,1.05,Premium,G,VS2,61.8,58.0,6181.0,6.59,6.52,4.05 +23524,1.38,Ideal,G,VS1,62.2,54.0,11527.0,7.18,7.14,4.45 +49620,0.46,Good,D,IF,58.6,59.0,2139.0,5.06,5.11,2.98 +29975,0.32,Ideal,D,SI1,61.5,54.0,715.0,4.42,4.46,2.73 +26,0.23,Very Good,G,VVS2,60.4,58.0,354.0,3.97,4.01,2.41 +20693,1.23,Premium,G,VVS2,59.6,59.0,8971.0,6.98,6.95,4.15 +22282,1.7,Premium,H,VS2,60.6,58.0,10333.0,7.72,7.65,4.66 +11401,1.19,Ideal,I,SI1,62.3,57.0,4998.0,6.78,6.73,4.21 +53274,0.71,Very Good,G,VS2,62.1,58.0,2649.0,5.69,5.77,3.56 +13776,1.7,Fair,D,I1,64.7,56.0,5617.0,7.46,7.37,4.8 +4240,0.93,Very Good,J,VS2,62.8,56.0,3576.0,6.14,6.22,3.88 +39953,0.33,Ideal,D,SI2,62.4,56.0,492.0,4.41,4.44,2.76 +9225,1.1,Premium,H,SI2,62.6,57.0,4558.0,6.6,6.56,4.12 +31539,0.3,Ideal,E,VVS2,62.2,57.0,766.0,4.28,4.31,2.67 +43858,0.55,Ideal,F,SI1,60.2,56.0,1448.0,5.32,5.37,3.22 +46062,0.53,Premium,D,VS2,59.9,58.0,1734.0,5.26,5.29,3.16 +35472,0.33,Ideal,G,VVS2,62.6,53.0,901.0,4.45,4.43,2.78 +1396,0.24,Ideal,G,IF,60.8,58.0,559.0,4.01,4.05,2.44 +21506,1.03,Ideal,F,VVS1,62.6,57.0,9598.0,6.49,6.38,4.03 +34351,0.42,Premium,D,SI2,62.0,59.0,862.0,4.83,4.78,2.98 +5561,1.0,Premium,F,SI2,61.7,58.0,3858.0,6.36,6.32,3.91 +26106,1.02,Premium,D,IF,61.5,60.0,15370.0,6.52,6.45,3.99 +7252,1.01,Premium,F,SI2,62.7,56.0,4197.0,6.4,6.35,4.0 +17673,1.51,Very Good,J,SI1,60.6,57.0,7125.0,7.38,7.46,4.5 +36899,0.4,Ideal,E,VS1,62.1,55.0,960.0,4.79,4.75,2.96 +9882,0.9,Good,D,VS2,65.8,58.0,4682.0,5.99,6.01,3.95 +36628,0.24,Very Good,D,VVS2,61.5,58.0,478.0,3.96,3.98,2.44 +33795,0.32,Ideal,E,VVS2,62.3,56.0,842.0,4.37,4.4,2.73 +12095,1.09,Ideal,D,SI2,62.1,56.0,5164.0,6.56,6.59,4.08 +16538,1.21,Premium,H,VS1,61.9,60.0,6607.0,6.88,6.78,4.23 +41424,0.58,Ideal,J,SI1,62.1,55.0,1227.0,5.31,5.39,3.32 +27878,0.41,Ideal,E,SI2,61.5,58.0,654.0,4.79,4.83,2.96 +2690,0.74,Ideal,F,VS2,60.8,57.0,3246.0,5.85,5.87,3.56 +33143,0.31,Ideal,G,VVS1,60.6,57.0,816.0,4.38,4.4,2.66 +16349,1.08,Ideal,D,SI1,60.3,57.0,6539.0,6.68,6.71,4.04 +26531,2.07,Ideal,I,SI2,62.0,55.0,16189.0,8.12,8.22,5.07 +45504,0.54,Ideal,I,VVS1,62.7,57.0,1681.0,5.22,5.14,3.25 +48610,0.7,Fair,E,SI2,64.4,58.0,1998.0,5.58,5.51,3.57 +21602,1.5,Good,I,VS1,57.2,62.0,9702.0,7.64,7.61,4.36 +8011,1.15,Premium,E,SI2,62.5,58.0,4328.0,6.72,6.65,4.18 +28001,0.3,Very Good,E,VS2,62.3,57.0,658.0,4.27,4.3,2.67 +33309,0.41,Good,F,VS1,64.4,57.0,827.0,4.67,4.71,3.02 +33279,0.25,Good,D,VVS2,64.6,56.0,462.0,3.97,3.99,2.57 +29522,0.38,Ideal,I,VS1,61.5,55.1,703.0,4.66,4.7,2.88 +47573,0.51,Ideal,G,VVS2,62.6,57.0,1875.0,5.1,5.12,3.2 +36209,0.36,Ideal,H,VVS2,62.3,57.0,932.0,4.57,4.52,2.83 +9150,1.09,Premium,D,SI2,62.8,56.0,4538.0,6.49,6.45,4.06 +16428,1.07,Ideal,E,SI1,61.4,55.0,6561.0,6.57,6.62,4.05 +50703,0.53,Ideal,F,VVS2,61.3,55.0,2291.0,5.23,5.27,3.22 +15189,1.21,Premium,H,SI2,58.8,60.0,6098.0,6.99,6.95,4.1 +39783,0.33,Premium,G,IF,59.4,59.0,1094.0,4.54,4.49,2.68 +2281,0.78,Ideal,E,VS2,62.1,54.0,3159.0,5.92,5.94,3.68 +43847,0.5,Fair,F,VS1,56.4,62.0,1446.0,5.31,5.22,2.97 +45255,0.51,Ideal,D,VS2,61.9,54.0,1660.0,5.14,5.17,3.19 +38379,0.39,Ideal,F,VS1,62.3,57.0,1024.0,4.69,4.65,2.91 +3373,0.3,Ideal,H,SI1,62.0,58.0,407.0,4.25,4.33,2.66 +22824,1.52,Ideal,I,VS1,61.8,55.0,10851.0,7.38,7.41,4.57 +20783,1.6,Premium,H,SI1,62.1,60.0,9017.0,7.54,7.49,4.66 +21040,0.31,Very Good,H,VVS2,62.4,58.0,625.0,4.28,4.31,2.68 +20558,1.2,Very Good,F,VS2,63.5,57.0,8870.0,6.73,6.65,4.25 +37222,0.31,Ideal,F,VVS1,61.1,56.0,975.0,4.37,4.4,2.68 +8124,1.02,Ideal,H,SI2,61.9,56.0,4353.0,6.47,6.51,4.02 +35444,0.32,Ideal,E,VS2,62.0,57.0,900.0,4.41,4.37,2.72 +34175,0.33,Premium,G,VS1,62.4,59.0,854.0,4.47,4.41,2.77 +43284,0.3,Premium,F,SI2,61.7,62.0,506.0,4.27,4.25,2.63 +15279,1.0,Premium,H,VVS1,62.3,60.0,6132.0,6.36,6.28,3.94 +9576,1.0,Premium,D,SI2,61.6,58.0,4626.0,6.45,6.37,3.95 +32134,0.41,Ideal,I,VVS1,62.3,53.0,785.0,4.77,4.79,2.98 +25500,1.51,Premium,F,VS2,61.1,59.0,14294.0,7.37,7.32,4.49 +29880,0.3,Very Good,D,VS2,62.8,57.0,710.0,4.29,4.31,2.7 +29181,0.3,Ideal,F,VVS2,62.1,57.0,694.0,4.27,4.29,2.66 +46360,0.51,Good,E,VS1,57.9,63.0,1760.0,5.24,5.39,3.08 +38503,0.4,Ideal,H,SI1,62.2,55.0,1031.0,4.72,4.76,2.95 +17892,1.24,Ideal,H,VS1,62.6,54.0,7222.0,6.88,6.84,4.29 +9214,1.18,Fair,I,VS2,62.0,66.0,4553.0,6.75,6.63,4.16 +43222,0.4,Premium,G,IF,59.8,58.0,1397.0,4.85,4.79,2.88 +1693,0.7,Very Good,D,VS2,63.2,60.0,3033.0,5.61,5.56,3.53 +38096,0.36,Ideal,H,IF,61.9,57.0,1013.0,4.6,4.55,2.83 +49897,0.59,Premium,E,VS2,60.8,57.0,2177.0,5.42,5.37,3.28 +51494,0.71,Premium,F,SI1,61.6,57.0,2381.0,5.73,5.7,3.52 +32681,0.31,Premium,G,VS1,62.1,58.0,802.0,4.36,4.31,2.69 +34378,0.41,Ideal,F,VS2,61.4,55.0,863.0,4.78,4.83,2.95 +29441,0.34,Very Good,G,VS1,61.2,57.0,701.0,4.5,4.54,2.76 +38964,0.31,Very Good,G,SI1,61.8,55.0,490.0,4.35,4.38,2.69 +15979,1.7,Ideal,H,I1,61.3,55.0,6397.0,7.7,7.63,4.7 +1811,1.01,Fair,I,SI2,66.1,58.0,3054.0,6.21,6.04,4.05 +44623,0.57,Ideal,G,VS2,61.8,57.0,1608.0,5.3,5.32,3.28 +5006,0.9,Fair,E,SI1,64.9,56.0,3743.0,6.12,6.18,3.99 +9227,1.02,Ideal,H,SI1,61.8,57.0,4558.0,6.48,6.41,3.98 +38501,0.5,Very Good,H,SI1,61.9,63.0,1031.0,5.08,5.04,3.13 +30451,0.4,Ideal,F,SI2,61.0,56.0,731.0,4.76,4.81,2.92 +3928,0.74,Very Good,D,VS2,62.2,59.0,3498.0,5.8,5.84,3.62 +45272,0.54,Very Good,F,VS2,59.5,58.0,1662.0,5.29,5.36,3.17 +52236,0.57,Very Good,E,VVS2,60.0,61.0,2485.0,5.36,5.44,3.24 +11718,0.4,Good,I,SI1,63.2,55.0,596.0,4.68,4.72,2.97 +46440,0.54,Ideal,F,VS1,60.9,57.0,1772.0,5.21,5.26,3.19 +30997,0.41,Ideal,I,VS2,61.5,55.0,747.0,4.8,4.82,2.96 +40647,0.54,Ideal,F,SI2,61.1,56.0,1154.0,5.22,5.26,3.2 +24873,1.64,Ideal,F,SI1,61.8,55.0,13289.0,7.6,7.58,4.69 +35703,0.3,Ideal,D,VS2,62.4,56.0,911.0,4.32,4.27,2.68 +18929,1.06,Ideal,F,VS2,61.1,57.0,7776.0,6.6,6.57,4.03 +11737,1.54,Premium,H,I1,62.0,60.0,5071.0,7.4,7.32,4.56 +53429,0.7,Ideal,F,SI1,60.3,58.0,2671.0,5.76,5.81,3.49 +2434,0.85,Ideal,H,SI1,60.8,57.0,3183.0,6.13,6.18,3.74 +22433,1.71,Premium,H,VS1,62.1,59.0,10457.0,7.63,7.55,4.71 +48548,0.72,Very Good,J,SI1,63.0,58.0,1989.0,5.67,5.7,3.58 +2947,1.0,Premium,J,SI2,62.7,58.0,3293.0,6.32,6.28,3.95 +21889,1.52,Premium,D,SI2,59.1,58.0,9959.0,7.48,7.45,4.41 +19016,1.5,Fair,H,SI1,66.1,57.0,7832.0,7.06,6.98,4.64 +43353,0.5,Good,E,VS2,63.4,59.0,1407.0,5.03,5.06,3.2 +30544,0.31,Ideal,D,VS2,62.5,56.0,734.0,4.29,4.32,2.69 +11558,1.07,Premium,E,SI2,61.3,59.0,5033.0,6.64,6.58,4.05 +49715,0.56,Ideal,G,VVS2,62.6,53.0,2148.0,5.27,5.31,3.31 +37165,0.32,Ideal,D,VS2,61.9,55.0,972.0,4.43,4.39,2.73 +37240,0.4,Ideal,F,VS2,61.9,55.0,975.0,4.77,4.73,2.94 +5942,1.03,Premium,H,SI1,61.8,58.0,3945.0,6.47,6.41,3.98 +38403,0.35,Premium,H,VVS1,60.6,60.0,1024.0,4.57,4.51,2.75 +30139,0.32,Premium,G,VS2,62.6,59.0,720.0,4.36,4.33,2.72 +35158,0.33,Ideal,E,VVS2,61.8,56.0,891.0,4.44,4.46,2.75 +41299,0.51,Premium,I,VVS2,59.4,60.0,1211.0,5.26,5.21,3.11 +46878,0.53,Ideal,E,VS2,62.7,54.0,1813.0,5.18,5.15,3.24 +18782,1.04,Very Good,D,VS2,63.1,54.0,7679.0,6.44,6.53,4.09 +25322,1.67,Ideal,H,VS1,61.8,56.0,14014.0,7.6,7.57,4.69 +29183,0.3,Ideal,F,VVS2,61.8,57.0,694.0,4.28,4.33,2.66 +37321,0.35,Ideal,G,IF,61.2,57.0,979.0,4.54,4.57,2.79 +44108,0.51,Ideal,G,VS2,60.7,56.0,1557.0,5.18,5.23,3.16 +17543,1.32,Ideal,I,VS2,61.7,59.0,7059.0,7.03,7.06,4.35 +49579,0.58,Ideal,G,VVS2,61.8,56.0,2133.0,5.35,5.36,3.31 +43695,0.5,Very Good,F,VS2,63.0,58.0,1436.0,5.05,5.08,3.19 +35956,0.3,Ideal,F,SI1,62.5,57.0,475.0,4.3,4.31,2.69 +33968,0.32,Ideal,E,VS2,61.3,55.0,846.0,4.43,4.47,2.73 +25385,1.5,Premium,F,VS2,61.5,58.0,14071.0,7.34,7.36,4.52 +49959,0.3,Ideal,H,SI1,62.9,57.0,540.0,4.31,4.28,2.7 +9251,0.96,Very Good,F,SI1,60.6,62.0,4560.0,6.35,6.39,3.86 +38223,0.4,Very Good,E,VVS2,63.5,54.0,1017.0,4.69,4.73,2.99 +39708,0.39,Ideal,F,VVS1,60.9,55.0,1089.0,4.75,4.8,2.91 +15502,1.0,Premium,G,VS2,62.9,56.0,6209.0,6.42,6.34,4.01 +13573,1.24,Premium,I,SI1,60.4,58.0,5555.0,7.02,6.95,4.22 +53022,0.73,Premium,F,SI1,61.2,60.0,2599.0,5.78,5.73,3.52 +3897,0.9,Very Good,G,SI2,61.4,58.0,3489.0,6.16,6.21,3.8 +29217,0.38,Ideal,G,SI1,60.6,57.0,695.0,4.71,4.76,2.87 +14303,1.16,Ideal,D,SI2,62.1,54.0,5793.0,6.74,6.79,4.2 +4639,0.85,Very Good,D,SI1,60.3,57.0,3669.0,6.09,6.22,3.71 +13993,2.01,Fair,I,I1,55.9,64.0,5696.0,8.48,8.39,4.71 +46593,0.54,Premium,F,VS2,59.5,58.0,1786.0,5.36,5.29,3.17 +34177,0.33,Premium,G,VS1,62.3,58.0,854.0,4.45,4.41,2.76 +33364,0.41,Ideal,G,VS2,62.4,54.0,827.0,4.78,4.81,2.99 +34679,0.42,Premium,E,SI1,61.2,60.0,873.0,4.86,4.81,2.96 +1952,0.75,Ideal,E,VS1,61.8,55.0,3086.0,5.85,5.87,3.62 +32534,0.35,Premium,H,VVS1,62.1,58.0,798.0,4.46,4.52,2.79 +358,0.73,Premium,F,VS2,62.5,57.0,2805.0,5.75,5.7,3.58 +27559,2.07,Premium,I,VS2,61.2,58.0,18359.0,8.2,8.18,5.01 +29353,0.31,Ideal,G,VS2,61.7,57.0,698.0,4.36,4.33,2.68 +43306,0.6,Very Good,I,VS2,60.6,60.0,1402.0,5.46,5.49,3.32 +14908,1.0,Premium,G,VS1,60.9,60.0,6000.0,6.51,6.41,3.91 +50079,0.51,Ideal,F,VVS2,61.2,56.0,2203.0,5.19,5.17,3.17 +6747,0.33,Good,E,SI1,63.8,55.0,579.0,4.36,4.38,2.79 +47509,0.72,Ideal,G,SI2,61.8,57.0,1866.0,5.73,5.69,3.53 +42836,0.41,Premium,F,VVS1,58.9,58.0,1356.0,4.87,4.84,2.86 +38935,0.4,Very Good,E,VS1,62.6,56.0,1053.0,4.67,4.72,2.94 +19201,1.56,Premium,F,SI2,58.8,59.0,7950.0,7.76,7.61,4.52 +27954,0.27,Ideal,I,VS1,61.9,54.0,432.0,4.14,4.19,2.58 +31119,0.37,Ideal,I,IF,60.7,56.0,754.0,4.64,4.68,2.83 +43629,0.43,Very Good,E,VVS1,60.3,58.0,1433.0,4.86,4.93,2.95 +12207,1.11,Very Good,H,SI1,63.2,58.0,5192.0,6.53,6.61,4.15 +30738,0.43,Good,E,SI1,63.1,56.0,739.0,4.8,4.83,3.04 +19754,1.06,Premium,G,VVS1,61.1,58.0,8319.0,6.57,6.53,4.0 +15350,1.0,Good,E,VS2,57.4,58.0,6160.0,6.61,6.57,3.78 +41578,0.5,Premium,E,SI1,62.4,60.0,1238.0,4.98,4.96,3.1 +36230,0.38,Ideal,F,VS1,62.4,54.0,933.0,4.64,4.68,2.91 +14373,0.3,Ideal,F,VS2,62.7,57.0,605.0,4.27,4.31,2.69 +4306,0.9,Very Good,G,SI2,62.6,60.0,3593.0,6.1,6.16,3.84 +11968,1.33,Fair,F,SI2,64.5,58.0,5139.0,6.97,6.86,4.46 +38911,0.51,Very Good,I,SI1,63.1,56.0,1052.0,5.14,5.06,3.22 +1263,0.82,Good,H,VS2,62.4,54.0,2947.0,5.97,6.04,3.75 +17010,1.52,Premium,I,VS2,61.7,61.0,6793.0,7.35,7.3,4.52 +51517,0.7,Fair,G,VS1,65.6,60.0,2384.0,5.57,5.5,3.63 +11903,1.15,Premium,I,VS2,62.6,56.0,5120.0,6.74,6.67,4.2 +22184,1.52,Premium,G,SI1,62.3,58.0,10221.0,7.35,7.31,4.57 +53309,0.3,Premium,D,SI1,62.7,60.0,552.0,4.23,4.26,2.66 +9164,1.02,Ideal,F,SI2,60.7,56.0,4541.0,6.53,6.5,3.95 +19210,1.21,Ideal,H,VVS2,60.4,57.0,7954.0,6.9,6.93,4.18 +46186,0.59,Very Good,E,SI1,61.3,58.0,1748.0,5.41,5.45,3.33 +17489,1.28,Ideal,I,VS1,61.3,57.0,7025.0,7.02,6.98,4.29 +18441,1.55,Premium,J,SI1,62.5,58.0,7502.0,7.36,7.4,4.61 +44955,0.51,Ideal,E,VS1,62.7,56.0,1636.0,5.1,5.14,3.21 +20364,1.7,Ideal,J,SI1,60.9,57.0,8758.0,7.73,7.66,4.69 +14231,1.56,Ideal,J,SI2,62.1,55.0,5766.0,7.45,7.41,4.62 +40258,0.4,Ideal,H,VVS2,60.8,55.0,1125.0,4.82,4.79,2.92 +44857,0.5,Very Good,D,VS2,63.4,57.0,1627.0,5.05,5.08,3.21 +10485,1.01,Premium,F,SI2,62.2,57.0,4796.0,6.43,6.36,3.98 +20580,1.51,Ideal,J,SI1,62.6,54.0,8888.0,7.26,7.35,4.57 +41269,0.31,Ideal,I,VS1,61.3,54.0,502.0,4.39,4.46,2.7 +39629,0.35,Very Good,H,SI1,61.0,62.0,491.0,4.52,4.56,2.77 +3939,0.83,Ideal,F,SI1,61.7,57.0,3500.0,6.04,6.08,3.74 +52227,0.8,Good,G,SI2,63.7,58.0,2484.0,5.88,5.83,3.73 +3681,0.51,Ideal,D,IF,62.0,56.0,3446.0,5.14,5.18,3.2 +29995,0.43,Ideal,H,SI1,62.5,57.0,716.0,4.79,4.84,3.01 +9598,1.04,Ideal,F,SI2,61.8,56.0,4630.0,6.53,6.49,4.02 +24053,0.31,Ideal,I,IF,60.9,57.0,635.0,4.39,4.44,2.69 +44327,0.33,Very Good,H,VS2,62.8,59.0,521.0,4.38,4.44,2.77 +12047,0.34,Good,E,SI1,63.3,56.0,596.0,4.41,4.44,2.8 +31812,0.43,Ideal,D,SI1,62.5,55.0,774.0,4.8,4.83,3.01 +19164,1.2,Ideal,G,SI1,61.2,56.0,7920.0,6.87,6.88,4.21 +47760,0.53,Ideal,G,VVS2,62.1,54.0,1893.0,5.18,5.22,3.23 +19718,1.5,Very Good,E,SI2,62.2,58.0,8291.0,7.31,7.35,4.56 +9155,0.9,Very Good,G,VS1,62.7,60.0,4540.0,6.06,6.13,3.82 +19502,1.4,Premium,H,SI1,62.1,60.0,8133.0,7.21,7.12,4.45 +29184,0.3,Ideal,F,VVS2,62.5,56.0,694.0,4.28,4.33,2.69 +49018,0.5,Ideal,F,VVS2,61.6,56.0,2052.0,5.08,5.11,3.14 +2496,0.51,Ideal,E,VVS1,61.3,56.0,3197.0,5.13,5.21,3.17 +20314,1.32,Ideal,G,VS2,62.4,57.0,8728.0,7.05,6.98,4.38 +5669,1.13,Premium,D,SI2,58.3,60.0,3883.0,6.83,6.78,3.97 +25953,2.01,Very Good,I,SI1,60.3,59.0,15126.0,8.14,8.21,4.93 +5933,0.91,Premium,D,SI2,61.0,61.0,3943.0,6.24,6.16,3.78 +41351,0.57,Good,H,SI1,63.1,54.0,1218.0,5.28,5.3,3.34 +3868,0.71,Premium,D,VS1,61.6,58.0,3479.0,5.78,5.72,3.54 +21702,0.41,Very Good,J,VS2,61.6,57.0,627.0,4.79,4.82,2.96 +10504,1.02,Ideal,E,SI2,62.1,55.0,4798.0,6.51,6.4,4.01 +20745,1.05,Ideal,E,VVS2,62.4,56.0,8982.0,6.49,6.52,4.06 +9148,1.11,Premium,H,SI2,59.8,60.0,4538.0,6.75,6.66,4.01 +37451,0.32,Ideal,F,IF,61.1,55.0,984.0,4.47,4.44,2.72 +21299,1.01,Very Good,D,VVS2,63.6,59.0,9451.0,6.25,6.32,4.0 +19814,1.6,Very Good,F,SI2,60.5,60.0,8377.0,7.52,7.55,4.56 +51775,0.72,Ideal,H,SI2,61.3,55.0,2410.0,5.78,5.81,3.55 +19162,1.35,Premium,H,VS2,61.5,58.0,7918.0,7.09,7.15,4.38 +7813,1.13,Premium,H,SI2,62.3,59.0,4294.0,6.68,6.65,4.15 +16290,1.01,Ideal,G,VS2,61.5,57.0,6516.0,6.49,6.45,3.98 +16178,1.0,Very Good,F,VS1,62.9,56.0,6468.0,6.38,6.43,4.03 +40642,0.41,Ideal,E,VS1,62.7,55.0,1153.0,4.76,4.72,2.97 +46687,0.59,Ideal,E,SI1,61.1,56.0,1790.0,5.38,5.44,3.31 +34207,0.34,Premium,F,VS2,59.8,59.0,854.0,4.55,4.51,2.71 +45160,0.5,Premium,D,SI1,62.2,57.0,1654.0,5.11,5.08,3.17 +4980,1.01,Good,E,SI2,63.9,58.0,3737.0,6.37,6.31,4.05 +2534,0.9,Fair,D,SI2,65.9,59.0,3205.0,6.0,5.95,3.94 +13528,1.0,Premium,E,SI1,62.6,60.0,5544.0,6.35,6.3,3.97 +13137,1.06,Very Good,G,SI1,61.3,60.0,5435.0,6.53,6.55,4.01 +2449,0.75,Good,G,VVS1,58.4,56.0,3188.0,5.98,6.06,3.52 +1083,0.7,Premium,D,VS2,61.0,60.0,2909.0,5.75,5.7,3.49 +12444,0.9,Premium,E,VS1,60.1,56.0,5242.0,6.38,6.3,3.81 +47428,0.53,Very Good,E,VS1,58.5,61.0,1852.0,5.28,5.39,3.12 +34549,0.46,Ideal,E,SI2,61.3,56.0,870.0,4.96,5.02,3.06 +27612,2.21,Very Good,F,SI2,61.0,58.0,18483.0,8.36,8.43,5.12 +30082,0.32,Ideal,I,VVS2,62.6,54.0,720.0,4.41,4.37,2.75 +15159,0.99,Very Good,F,VS2,61.8,57.0,6094.0,6.37,6.39,3.94 +14685,1.14,Premium,F,SI1,61.1,59.0,5925.0,6.7,6.75,4.11 +21916,1.5,Very Good,H,SI1,61.0,55.0,9987.0,7.35,7.44,4.51 +48797,0.7,Premium,F,SI1,60.8,59.0,2023.0,5.73,5.71,3.48 +16372,0.33,Ideal,D,SI1,61.3,56.0,608.0,4.44,4.46,2.73 +47111,0.65,Premium,E,SI2,62.6,59.0,1827.0,5.54,5.49,3.45 +26116,2.0,Good,E,SI2,64.7,57.0,15393.0,7.75,7.86,5.05 +18328,1.51,Premium,J,VS2,63.0,57.0,7455.0,7.38,7.29,4.62 +38993,0.39,Very Good,E,VVS2,59.5,58.0,1054.0,4.74,4.77,2.83 +52449,0.59,Premium,D,VVS2,62.6,58.0,2515.0,5.34,5.4,3.36 +20183,1.52,Premium,D,SI2,62.8,58.0,8631.0,7.37,7.28,4.6 +16577,1.04,Ideal,H,VVS2,62.2,55.0,6619.0,6.48,6.52,4.04 +14297,1.3,Premium,F,SI2,61.6,58.0,5788.0,7.07,6.92,4.33 +19317,1.01,Ideal,G,VVS2,61.1,57.0,8029.0,6.49,6.54,3.98 +3297,0.71,Very Good,D,VS2,61.9,59.0,3366.0,5.68,5.72,3.53 +23497,1.24,Ideal,G,VVS1,62.1,56.0,11503.0,6.86,6.91,4.28 +53859,0.71,Very Good,D,SI1,63.1,56.0,2743.0,5.73,5.68,3.6 +39815,0.4,Ideal,G,VVS1,61.8,56.0,1097.0,4.72,4.75,2.92 +49666,0.6,Very Good,H,VVS1,61.5,56.0,2142.0,5.43,5.46,3.35 +27809,0.3,Ideal,H,VVS1,61.5,55.0,650.0,4.31,4.35,2.66 +41872,0.38,Premium,F,VVS1,59.2,58.0,1257.0,4.8,4.76,2.83 +33919,0.3,Premium,E,VS2,62.9,58.0,844.0,4.27,4.22,2.67 +48942,0.69,Premium,E,VS2,61.0,60.0,2045.0,5.68,5.63,3.45 +35645,0.31,Ideal,G,VVS2,61.4,56.0,907.0,4.38,4.35,2.68 +29288,0.31,Ideal,G,SI2,62.0,54.0,436.0,4.38,4.42,2.73 +42190,0.5,Premium,F,SI1,62.7,61.0,1286.0,5.07,5.01,3.16 +1398,0.24,Ideal,G,IF,61.6,57.0,559.0,3.99,4.02,2.46 +1125,0.83,Very Good,D,SI2,63.1,57.0,2918.0,5.95,5.9,3.74 +9330,0.9,Very Good,E,VS2,59.1,62.0,4580.0,6.24,6.28,3.7 +23448,1.2,Premium,E,VVS2,61.4,56.0,11435.0,6.94,6.83,4.23 +31360,0.43,Ideal,F,SI1,62.5,56.0,760.0,4.82,4.84,3.02 +15724,1.04,Ideal,G,VS2,62.6,55.0,6290.0,6.49,6.45,4.05 +20593,1.63,Premium,I,VS1,60.9,58.0,8900.0,7.63,7.58,4.63 +13316,1.07,Premium,H,VS2,62.4,59.0,5498.0,6.53,6.46,4.05 +9584,0.9,Very Good,F,VS2,63.1,59.0,4627.0,6.13,6.05,3.84 +42882,0.61,Premium,F,SI1,60.4,56.0,1359.0,5.47,5.43,3.29 +16816,1.1,Very Good,F,VS2,62.0,59.0,6708.0,6.56,6.6,4.08 +43081,0.5,Ideal,F,SI1,59.9,56.0,1378.0,5.36,5.09,3.13 +18806,1.51,Good,G,SI2,63.7,57.0,7695.0,7.28,7.21,4.62 +20227,1.02,Ideal,D,VS1,61.2,56.0,8658.0,6.48,6.53,3.98 +30537,0.39,Very Good,G,VS2,60.4,61.0,734.0,4.71,4.73,2.85 +52357,0.74,Ideal,E,SI2,59.2,59.0,2501.0,5.92,5.97,3.52 +6661,1.0,Premium,G,SI2,62.7,59.0,4095.0,6.3,6.36,3.97 +18760,1.17,Premium,G,VS1,60.6,60.0,7666.0,6.81,6.79,4.12 +16673,1.0,Ideal,D,SI1,62.5,55.0,6664.0,6.42,6.34,3.99 +49404,0.52,Ideal,E,VS1,61.9,55.0,2105.0,5.16,5.18,3.2 +16903,1.0,Good,G,VVS2,62.4,61.0,6748.0,6.32,6.3,3.94 +45758,0.58,Ideal,F,SI1,62.2,57.0,1705.0,5.37,5.33,3.33 +28221,0.33,Very Good,G,VS1,59.7,61.0,666.0,4.44,4.47,2.66 +9300,1.12,Premium,H,SI1,62.0,56.0,4572.0,6.69,6.59,4.13 +19251,1.32,Ideal,F,VS2,62.3,57.0,7983.0,7.06,6.97,4.37 +19183,1.01,Ideal,G,VVS2,60.9,54.0,7934.0,6.5,6.53,3.97 +50893,0.71,Ideal,G,SI1,62.3,56.0,2317.0,5.73,5.7,3.56 +17490,2.05,Good,G,I1,56.9,58.0,7026.0,8.46,8.3,4.77 +3359,0.91,Very Good,H,SI2,63.4,57.0,3382.0,6.1,6.18,3.89 +19488,1.14,Ideal,G,VS1,61.8,55.0,8121.0,6.71,6.76,4.16 +5564,1.0,Premium,F,SI2,59.3,62.0,3858.0,6.49,6.43,3.83 +30488,0.31,Ideal,D,SI1,62.3,55.0,732.0,4.37,4.33,2.71 +38668,0.33,Premium,G,VVS1,61.5,59.0,1040.0,4.46,4.42,2.73 +10025,0.23,Premium,I,VVS1,60.5,61.0,414.0,3.98,3.95,2.4 +1520,0.72,Ideal,H,SI1,61.1,56.0,2997.0,5.78,5.8,3.54 +42286,0.36,Ideal,I,SI1,61.7,55.0,505.0,4.58,4.62,2.84 +45040,0.55,Ideal,E,VS2,62.0,56.0,1639.0,5.26,5.25,3.26 +27487,1.7,Very Good,E,VS2,58.6,62.0,18176.0,7.84,7.92,4.62 +38517,0.37,Ideal,G,IF,62.4,56.0,1033.0,4.6,4.64,2.88 +47887,0.59,Ideal,D,SI1,61.0,57.0,1912.0,5.46,5.43,3.32 +37446,0.51,Ideal,I,SI1,62.2,56.0,984.0,5.08,5.12,3.17 +47341,0.59,Good,E,VS2,61.3,62.0,1845.0,5.36,5.4,3.3 +15719,0.3,Premium,H,VS2,61.1,59.0,608.0,4.37,4.3,2.65 +28752,0.31,Very Good,E,VS2,62.9,57.0,680.0,4.3,4.35,2.72 +27527,2.02,Premium,F,SI2,61.3,59.0,18274.0,8.15,8.11,4.98 +19344,1.06,Ideal,G,VVS2,61.0,57.0,8044.0,6.57,6.55,4.0 +44437,0.51,Good,G,VS1,63.4,57.0,1590.0,5.04,5.08,3.21 +33552,0.42,Ideal,H,VS1,61.8,55.0,830.0,4.82,4.85,2.99 +35905,0.32,Ideal,G,IF,61.5,55.0,918.0,4.43,4.45,2.73 +50194,0.71,Very Good,E,SI2,63.3,57.0,2225.0,5.65,5.69,3.59 +15763,1.21,Ideal,H,VS2,62.9,57.0,6302.0,6.8,6.75,4.26 +44151,0.62,Ideal,G,SI1,61.6,56.0,1563.0,5.46,5.55,3.39 +37819,0.51,Good,G,SI2,63.2,57.0,1002.0,5.03,5.07,3.19 +36249,0.41,Ideal,E,VS2,62.5,55.0,935.0,4.74,4.77,2.97 +17891,1.24,Premium,H,VS1,62.2,59.0,7222.0,6.9,6.83,4.27 +4812,0.9,Good,H,VS2,63.6,61.0,3701.0,6.03,5.97,3.8 +32283,0.26,Very Good,E,VS1,63.0,59.0,453.0,4.03,4.06,2.55 +39314,0.38,Ideal,H,VVS2,61.4,57.0,1069.0,4.65,4.63,2.85 +2599,0.9,Good,E,SI2,62.0,63.0,3218.0,6.09,6.14,3.79 +21997,1.6,Premium,D,SI2,61.9,58.0,10064.0,7.54,7.49,4.65 +49971,0.33,Very Good,H,VS1,59.0,62.0,540.0,4.49,4.52,2.66 +4647,0.9,Very Good,G,SI1,63.1,59.0,3669.0,6.15,6.11,3.87 +16482,1.05,Ideal,G,VS2,61.8,57.0,6586.0,6.53,6.48,4.02 +50854,0.7,Very Good,F,SI1,60.3,59.0,2312.0,5.73,5.78,3.47 +19943,1.24,Ideal,H,VVS1,62.3,54.0,8489.0,6.88,6.9,4.29 +34448,0.31,Ideal,E,VVS2,61.8,54.0,864.0,4.34,4.36,2.69 +41810,0.52,Ideal,F,SI1,61.6,57.0,1250.0,5.16,5.19,3.19 +16141,1.0,Premium,G,VS2,60.6,59.0,6451.0,6.42,6.36,3.87 +14447,1.01,Ideal,D,SI1,62.0,57.0,5832.0,6.37,6.44,3.97 +18382,0.32,Very Good,E,VS1,61.6,56.0,618.0,4.4,4.46,2.73 +48670,0.71,Fair,E,SI2,64.8,63.0,2002.0,5.63,5.51,3.61 +6278,0.71,Ideal,G,VVS1,61.2,56.0,4015.0,5.75,5.81,3.54 +31067,0.33,Very Good,G,VVS2,61.2,57.0,752.0,4.42,4.44,2.71 +47405,0.5,Very Good,F,VS1,61.4,58.0,1849.0,5.05,5.14,3.13 +906,0.7,Good,H,VVS1,62.7,56.0,2877.0,5.6,5.66,3.53 +20240,1.2,Premium,F,VS1,61.8,59.0,8669.0,6.79,6.76,4.19 +30566,0.31,Ideal,D,VS2,61.2,55.0,734.0,4.37,4.39,2.68 +43444,0.5,Premium,E,SI1,60.2,58.0,1415.0,5.18,5.15,3.11 +49925,0.7,Very Good,G,SI1,63.5,61.0,2184.0,5.64,5.61,3.57 +3842,0.9,Fair,D,SI2,64.5,61.0,3473.0,6.1,6.0,3.9 +8245,1.07,Premium,H,VS2,60.6,60.0,4374.0,6.66,6.63,4.03 +16576,1.2,Ideal,D,SI2,61.7,56.0,6619.0,6.81,6.88,4.22 +44161,0.6,Very Good,G,SI1,63.1,57.0,1565.0,5.32,5.41,3.39 +34911,0.34,Very Good,G,VS1,63.1,57.0,880.0,4.45,4.4,2.79 +32037,0.32,Ideal,E,VVS2,60.4,59.0,779.0,4.45,4.49,2.7 +17864,1.5,Good,I,SI1,64.2,56.0,7207.0,7.25,7.14,4.62 +20267,1.71,Premium,J,SI1,61.7,59.0,8690.0,7.63,7.7,4.73 +206,0.78,Premium,F,SI1,62.4,58.0,2777.0,5.83,5.8,3.63 +8931,1.1,Good,I,SI1,63.7,59.0,4497.0,6.56,6.5,4.16 +47094,0.52,Ideal,E,VS2,62.2,54.0,1825.0,5.13,5.16,3.2 +44635,0.57,Ideal,E,SI1,61.8,57.0,1608.0,5.28,5.33,3.28 +37202,0.46,Ideal,I,VVS1,61.7,57.0,974.0,4.96,4.99,3.07 +26581,1.66,Very Good,F,VS2,61.4,58.0,16294.0,7.63,7.68,4.7 +3346,0.73,Ideal,H,IF,61.6,55.0,3378.0,5.8,5.82,3.58 +23095,2.01,Good,I,VS2,59.0,64.0,11115.0,8.25,8.19,4.85 +1196,0.75,Good,D,SI2,57.6,56.0,2933.0,5.98,6.07,3.47 +29551,0.25,Ideal,F,VVS2,61.7,56.0,705.0,4.06,4.07,2.51 +9628,0.92,Premium,H,VVS2,62.5,58.0,4637.0,6.25,6.16,3.88 +41599,0.31,Ideal,G,SI2,62.0,55.0,391.0,4.34,4.37,2.7 +52455,0.7,Ideal,F,SI1,62.7,57.0,2515.0,5.66,5.7,3.56 +50488,0.7,Premium,G,SI2,60.0,60.0,2268.0,5.69,5.65,3.51 +1114,0.8,Very Good,G,SI2,62.0,55.0,2915.0,5.94,6.01,3.7 +11807,1.01,Premium,H,SI1,62.3,58.0,5090.0,6.44,6.4,4.0 +30600,0.31,Premium,D,VS2,61.7,59.0,734.0,4.31,4.34,2.67 +45440,0.35,Ideal,D,VVS1,61.4,55.0,1672.0,4.55,4.57,2.8 +36641,0.39,Ideal,E,VS1,62.0,54.0,948.0,4.68,4.71,2.91 +14171,1.07,Ideal,I,SI1,61.5,57.0,5748.0,6.57,6.59,4.05 +47006,0.51,Premium,D,VS2,61.9,58.0,1818.0,5.19,5.12,3.19 +876,0.76,Very Good,F,VS2,62.0,58.0,2873.0,5.8,5.86,3.62 +26081,2.0,Very Good,H,SI2,59.7,61.0,15312.0,8.15,8.2,4.88 +43432,0.54,Very Good,E,SI2,60.7,56.5,1415.0,5.24,5.28,3.19 +45489,0.5,Good,F,VVS2,64.5,62.3,1678.0,4.92,4.93,3.17 +50094,0.57,Ideal,G,VVS2,61.7,54.0,2206.0,5.41,5.32,3.31 +52964,0.24,Very Good,F,IF,60.4,58.0,552.0,4.02,4.06,2.44 +45965,0.24,Ideal,F,VVS1,61.8,59.0,526.0,4.0,4.03,2.48 +41719,0.34,Ideal,E,IF,61.7,56.0,1243.0,4.48,4.46,2.76 +19716,1.61,Very Good,E,SI2,61.9,57.0,8288.0,7.44,7.48,4.62 +38938,0.4,Ideal,E,VS1,61.6,56.0,1053.0,4.73,4.78,2.93 +13688,1.01,Premium,E,SI1,62.9,58.0,5599.0,6.41,6.35,4.01 +20710,0.31,Premium,F,VS2,61.3,59.0,625.0,4.31,4.34,2.65 +793,0.8,Very Good,F,SI1,62.6,58.0,2862.0,5.9,5.92,3.7 +29041,0.42,Very Good,G,SI1,61.6,61.0,687.0,4.79,4.82,2.96 +923,0.74,Very Good,D,SI1,63.9,57.0,2880.0,5.72,5.74,3.66 +42738,0.51,Good,G,VS2,63.9,56.0,1343.0,5.07,5.1,3.25 +51527,0.7,Good,E,SI1,63.6,62.0,2386.0,5.57,5.6,3.55 +23148,2.02,Premium,J,SI2,62.1,60.0,11165.0,7.98,8.09,4.99 +13988,1.23,Premium,F,SI2,61.7,57.0,5695.0,6.89,6.86,4.24 +27330,2.01,Very Good,I,VS1,62.8,59.0,17877.0,8.02,8.07,5.05 +45602,0.47,Good,E,VVS1,64.0,62.0,1690.0,4.9,4.97,3.16 +33826,0.37,Very Good,E,VVS2,59.3,58.0,843.0,4.68,4.73,2.79 +52533,0.7,Ideal,I,VVS2,61.1,56.0,2530.0,5.73,5.76,3.52 +48064,0.53,Ideal,E,VS1,61.5,57.0,1928.0,5.22,5.25,3.22 +22761,1.71,Ideal,J,VS1,62.4,56.0,10778.0,7.63,7.59,4.75 +24006,1.54,Ideal,H,VVS2,62.6,56.0,12171.0,7.42,7.35,4.62 +4183,0.83,Premium,F,VS2,60.2,60.0,3557.0,6.04,6.09,3.65 +16004,1.05,Ideal,F,VS2,62.7,56.0,6403.0,6.52,6.59,4.11 +1882,0.78,Very Good,G,VS2,61.7,58.0,3074.0,5.87,5.92,3.64 +15539,1.09,Ideal,I,VS1,61.4,56.0,6225.0,6.61,6.66,4.07 +31793,0.42,Premium,E,SI1,61.6,59.0,773.0,4.83,4.85,2.98 +50976,0.31,Premium,G,VS2,62.4,59.0,544.0,4.34,4.38,2.72 +40210,0.31,Premium,F,IF,60.8,59.0,1122.0,4.39,4.36,2.66 +22915,1.5,Premium,I,VVS1,62.4,60.0,10956.0,7.29,7.32,4.56 +37402,0.38,Ideal,D,VS1,61.8,54.0,983.0,4.67,4.71,2.9 +15300,1.29,Premium,I,SI1,62.2,58.0,6140.0,7.03,6.96,4.35 +4326,1.01,Fair,I,VS2,68.7,58.0,3597.0,6.14,6.0,4.19 +38707,0.37,Ideal,E,VS2,62.7,56.0,1041.0,4.6,4.55,2.87 +17913,1.01,Very Good,G,VVS2,63.0,59.0,7234.0,6.25,6.38,3.98 +6859,0.8,Ideal,E,VS2,62.2,55.0,4126.0,5.95,5.98,3.71 +28968,0.31,Premium,I,VS2,62.3,60.0,435.0,4.31,4.32,2.69 +41478,0.41,Premium,E,VVS2,60.9,56.0,1231.0,4.84,4.78,2.93 +25783,2.01,Premium,I,SI1,60.1,59.0,14752.0,8.21,8.15,4.92 +34899,0.33,Ideal,F,VVS1,62.4,54.0,880.0,4.44,4.47,2.78 +50182,0.64,Ideal,F,VS1,61.9,56.8,2222.0,5.55,5.6,3.45 +4100,0.7,Ideal,D,VS1,62.2,56.0,3535.0,5.69,5.72,3.55 +29397,0.31,Premium,G,VS2,61.7,58.0,698.0,4.34,4.32,2.67 +44937,0.51,Ideal,F,SI1,60.8,57.0,1633.0,5.15,5.18,3.14 +17427,1.11,Ideal,G,VS2,61.2,56.0,6982.0,6.68,6.65,4.08 +42103,0.51,Good,F,SI1,64.1,58.0,1274.0,5.03,5.02,3.22 +22545,1.23,Ideal,F,VVS2,63.0,55.0,10580.0,6.89,6.79,4.31 +28827,0.41,Premium,E,SI2,60.0,59.0,683.0,4.78,4.82,2.88 +43391,0.62,Good,D,SI2,64.0,56.0,1410.0,5.42,5.39,3.46 +8306,0.93,Premium,H,VS2,58.3,60.0,4387.0,6.45,6.37,3.74 +7577,0.9,Very Good,H,VS2,60.0,56.0,4255.0,6.3,6.34,3.79 +894,0.7,Ideal,F,VS1,62.4,56.0,2874.0,5.69,5.65,3.54 +9290,1.0,Good,H,SI1,61.5,64.0,4568.0,6.38,6.41,3.93 +53598,0.78,Ideal,F,SI1,62.4,54.0,2700.0,5.95,5.9,3.7 +24223,1.71,Ideal,H,SI1,61.4,57.0,12416.0,7.63,7.74,4.72 +27909,0.26,Very Good,F,VVS2,62.6,56.0,657.0,4.09,4.11,2.56 +4110,0.9,Ideal,I,SI1,62.0,56.0,3537.0,6.16,6.23,3.84 +15822,1.01,Premium,F,VS2,60.8,58.0,6330.0,6.44,6.49,3.93 +7059,0.33,Very Good,E,SI1,60.7,57.0,579.0,4.43,4.47,2.7 +5935,0.9,Fair,D,SI1,66.1,55.0,3945.0,5.98,5.92,3.93 +14644,1.0,Premium,H,VVS2,61.4,59.0,5914.0,6.49,6.45,3.97 +32886,0.4,Very Good,J,VS1,63.4,58.0,810.0,4.64,4.61,2.93 +46259,0.54,Ideal,G,VS1,61.3,57.0,1754.0,5.25,5.28,3.23 +15088,1.49,Very Good,F,I1,62.6,53.6,6064.0,7.28,7.31,4.57 +41776,0.53,Good,E,SI1,56.7,59.0,1246.0,5.39,5.37,3.05 +22314,1.21,Ideal,D,VS2,60.9,60.0,10353.0,6.91,6.86,4.19 +36532,0.42,Premium,G,SI1,61.7,58.0,945.0,4.8,4.76,2.95 +38644,0.33,Ideal,F,VVS2,61.9,56.0,1040.0,4.46,4.42,2.75 +14758,1.01,Ideal,D,SI1,62.0,57.0,5939.0,6.44,6.37,3.97 +28495,0.3,Ideal,E,VS2,61.8,55.0,673.0,4.32,4.33,2.68 +4202,1.01,Premium,J,SI2,61.8,60.0,3563.0,6.41,6.37,3.95 +45030,0.54,Ideal,E,SI1,60.5,57.0,1637.0,5.3,5.28,3.2 +47456,0.53,Ideal,D,VS2,60.2,57.0,1857.0,5.24,5.26,3.16 +37498,0.53,Premium,E,SI2,59.9,58.0,984.0,5.31,5.27,3.17 +4506,1.0,Fair,G,SI1,67.7,57.0,3631.0,6.0,6.15,4.11 +41893,0.5,Good,G,VS2,59.3,65.0,1259.0,5.1,5.12,3.03 +43163,0.42,Premium,F,VVS1,60.5,58.0,1389.0,4.84,4.81,2.92 +4374,0.73,Very Good,E,VS1,63.0,60.0,3607.0,5.68,5.72,3.59 +52471,0.96,Fair,J,SI1,67.3,56.0,2517.0,6.06,6.01,4.06 +3639,0.91,Very Good,G,SI2,60.4,61.0,3435.0,6.21,6.28,3.77 +42578,0.62,Premium,F,SI2,61.7,60.0,1329.0,5.48,5.45,3.37 +48165,0.57,Ideal,E,VS1,62.1,53.0,1942.0,5.36,5.41,3.34 +28577,0.3,Ideal,H,VS1,62.5,56.0,675.0,4.27,4.24,2.66 +47404,0.56,Premium,E,SI1,61.5,60.0,1848.0,5.3,5.27,3.25 +22832,3.0,Good,I,I1,57.0,64.0,10863.0,9.38,9.31,5.33 +42377,0.43,Ideal,E,VVS2,62.0,57.0,1304.0,4.87,4.84,3.01 +42903,0.51,Good,E,SI1,57.4,62.0,1361.0,5.29,5.24,3.02 +43513,0.51,Very Good,F,VS2,63.0,57.0,1423.0,5.05,5.11,3.2 +27194,2.01,Ideal,G,SI1,59.2,57.0,17492.0,8.23,8.19,4.86 +19868,1.4,Premium,D,SI2,61.8,54.0,8419.0,7.21,7.16,4.44 +5584,0.76,Ideal,E,VS2,61.6,56.0,3864.0,5.85,5.9,3.62 +25981,1.54,Premium,E,VS2,60.8,58.0,15185.0,7.39,7.44,4.51 +19500,1.03,Ideal,F,VS1,62.3,57.0,8133.0,6.45,6.52,4.04 +31471,0.34,Premium,H,VS1,62.1,58.0,765.0,4.49,4.46,2.78 +34520,0.33,Premium,E,VVS2,60.3,58.0,868.0,4.47,4.49,2.7 +51378,0.7,Ideal,I,VVS2,62.1,56.0,2367.0,5.68,5.72,3.54 +33058,0.3,Ideal,F,VVS1,61.1,56.0,814.0,4.33,4.38,2.66 +31065,0.27,Ideal,D,VVS2,61.5,56.0,752.0,4.18,4.15,2.56 +8469,1.01,Very Good,F,SI2,60.0,59.0,4416.0,6.48,6.61,3.93 +15251,0.9,Good,F,VVS1,64.2,56.0,6124.0,6.07,6.02,3.88 +42079,0.52,Very Good,F,SI2,57.9,61.0,1273.0,5.28,5.33,3.07 +23256,1.51,Premium,H,VS1,61.8,59.0,11263.0,7.32,7.27,4.51 +53072,0.72,Very Good,E,SI1,57.9,58.0,2610.0,5.92,5.96,3.44 +9732,1.08,Premium,E,SI2,60.8,59.0,4656.0,6.57,6.62,4.01 +47271,0.5,Ideal,D,VS2,61.7,56.0,1844.0,5.12,5.14,3.16 +40030,0.5,Ideal,I,VS2,62.0,55.0,1110.0,5.1,5.12,3.17 +11463,1.03,Very Good,E,SI1,61.3,60.0,5010.0,6.51,6.53,4.0 +52257,0.71,Very Good,E,SI1,58.7,61.0,2489.0,5.83,5.86,3.43 +20096,1.51,Premium,I,SI1,58.6,62.0,8574.0,7.51,7.45,4.38 +36506,0.45,Premium,F,VS2,61.4,60.0,945.0,4.93,4.87,3.01 +23867,1.51,Premium,F,SI1,60.6,61.0,11957.0,7.41,7.37,4.48 +26563,1.23,Ideal,D,VVS1,62.4,57.0,16253.0,6.88,6.83,4.28 +10845,1.16,Premium,I,SI1,60.0,58.0,4872.0,6.82,6.78,4.08 +6574,1.04,Ideal,H,SI2,59.6,56.0,4077.0,6.64,6.59,3.94 +17548,1.01,Premium,F,VS2,62.5,59.0,7062.0,6.41,6.32,3.98 +32705,0.31,Premium,F,VS2,61.5,56.0,802.0,4.41,4.34,2.69 +9428,0.91,Very Good,G,VS1,60.9,54.0,4590.0,6.27,6.38,3.85 +17201,1.0,Ideal,E,VS2,62.0,56.0,6871.0,6.46,6.41,3.99 +20615,1.27,Ideal,G,VS2,62.0,58.0,8915.0,6.89,6.95,4.29 +42923,0.53,Premium,G,SI1,61.3,58.0,1363.0,5.21,5.16,3.18 +21696,0.34,Very Good,D,SI1,62.0,56.0,626.0,4.43,4.47,2.76 +3611,0.9,Good,F,SI1,64.3,57.0,3427.0,6.08,6.01,3.89 +18869,1.22,Ideal,H,VS1,60.4,57.0,7738.0,6.86,6.89,4.15 +44667,0.36,Ideal,I,VS2,61.8,55.0,523.0,4.6,4.63,2.85 +49109,0.98,Premium,I,I1,59.6,60.0,2064.0,6.43,6.3,3.79 +25137,2.11,Premium,I,SI2,62.3,56.0,13701.0,8.23,8.13,5.1 +44247,0.51,Very Good,F,VS2,63.5,56.0,1574.0,5.09,5.05,3.22 +29675,0.31,Very Good,E,VVS2,60.5,56.0,707.0,4.39,4.47,2.68 +11378,0.4,Very Good,J,VS2,62.9,57.0,596.0,4.7,4.75,2.97 +3565,0.86,Fair,G,VS2,66.5,54.1,3418.0,5.89,5.97,3.94 +28190,0.4,Very Good,H,SI1,62.8,59.0,666.0,4.67,4.69,2.94 +21198,1.52,Very Good,D,SI2,60.9,59.0,9343.0,7.35,7.4,4.49 +45221,0.42,Ideal,F,VVS1,61.4,56.0,1656.0,4.83,4.85,2.97 +12068,1.2,Premium,G,SI1,62.2,58.0,5154.0,6.8,6.7,4.2 +50211,0.74,Ideal,I,SI1,62.0,53.0,2229.0,5.83,5.84,3.62 +53891,0.73,Good,E,SI1,57.9,55.0,2749.0,6.0,5.96,3.46 +16440,2.22,Fair,H,I1,70.1,55.0,6564.0,7.77,7.74,5.44 +45132,0.54,Very Good,F,VS1,61.8,59.0,1653.0,5.15,5.22,3.21 +36054,0.31,Ideal,E,VVS1,61.7,56.0,924.0,4.33,4.36,2.68 +21912,1.32,Premium,G,VS1,60.6,57.0,9979.0,7.14,7.09,4.31 +26422,1.72,Very Good,E,SI1,62.2,58.0,15948.0,7.63,7.7,4.77 +45300,0.51,Very Good,E,VS2,63.3,57.0,1662.0,5.12,5.05,3.22 +17897,1.01,Very Good,G,VVS2,59.7,59.0,7226.0,6.5,6.56,3.9 +38152,0.45,Ideal,I,VS2,61.7,59.0,1013.0,4.96,4.91,3.04 +29999,0.43,Ideal,D,SI2,61.0,57.0,716.0,4.81,4.86,2.95 +19699,0.36,Premium,I,SI1,60.4,60.0,624.0,4.62,4.58,2.78 +19136,1.65,Very Good,J,SI1,61.7,56.0,7903.0,7.61,7.66,4.71 +10241,1.18,Premium,H,SI1,60.1,60.0,4746.0,6.89,6.75,4.1 +37246,0.41,Very Good,G,VS1,60.6,56.0,976.0,4.83,4.87,2.94 +42155,0.45,Premium,E,VS1,60.8,60.0,1282.0,4.94,4.9,2.99 +51211,0.76,Very Good,I,SI1,62.0,56.0,2352.0,5.81,5.84,3.61 +14615,1.01,Premium,G,VS1,61.7,59.0,5898.0,6.38,6.33,3.92 +21439,1.21,Premium,G,VVS2,58.5,58.0,9541.0,7.06,6.95,4.1 +41738,0.41,Ideal,E,VVS2,61.8,57.0,1243.0,4.8,4.75,2.95 +20154,1.65,Ideal,J,SI1,62.2,54.0,8610.0,7.52,7.59,4.7 +44096,0.5,Ideal,E,SI1,61.2,56.0,1555.0,5.12,5.15,3.14 +19282,1.23,Premium,H,VVS2,62.8,56.0,8004.0,6.9,6.82,4.31 +14432,1.03,Premium,G,VS2,63.0,59.0,5826.0,6.45,6.4,4.05 +23535,1.51,Ideal,H,VS2,62.2,57.0,11540.0,7.33,7.29,4.55 +22579,2.63,Premium,J,I1,62.3,61.0,10628.0,8.81,8.76,5.47 +9371,0.32,Very Good,D,SI1,62.8,56.0,589.0,4.34,4.35,2.73 +30651,0.3,Ideal,E,VS1,61.3,57.0,736.0,4.3,4.34,2.65 +47357,0.56,Ideal,D,VS2,62.7,57.0,1846.0,5.28,5.25,3.3 +15825,1.01,Good,F,VS2,60.6,62.0,6332.0,6.52,6.49,3.94 +11702,0.34,Premium,G,VS2,61.3,58.0,596.0,4.51,4.53,2.77 +19476,1.26,Premium,G,VS2,60.1,61.0,8113.0,7.04,6.97,4.21 +26467,2.17,Good,H,SI2,58.9,62.0,16036.0,8.48,8.52,5.01 +43555,0.52,Ideal,D,SI1,61.2,57.0,1429.0,5.18,5.22,3.18 +42367,0.51,Very Good,E,SI1,62.9,57.0,1304.0,5.06,5.11,3.2 +43723,0.51,Ideal,E,SI1,61.3,55.0,1438.0,5.11,5.17,3.15 +26261,2.13,Ideal,I,SI2,62.0,55.0,15718.0,8.25,8.27,5.12 +39208,0.54,Ideal,F,SI2,62.2,56.0,1065.0,5.21,5.24,3.25 +20929,1.2,Very Good,G,VVS1,60.9,59.0,9139.0,6.87,6.79,4.16 +6069,0.8,Premium,E,VS1,61.7,58.0,3967.0,5.98,5.95,3.68 +25419,1.67,Ideal,D,SI1,62.6,54.0,14154.0,7.57,7.63,4.76 +18828,1.5,Good,H,SI2,58.4,62.0,7714.0,7.44,7.49,4.36 +17189,1.02,Fair,F,VVS2,64.8,58.0,6863.0,6.22,6.28,4.05 +20403,1.02,Premium,G,VVS1,58.0,61.0,8768.0,6.67,6.58,3.84 +46920,0.52,Ideal,G,VS1,62.4,56.0,1815.0,5.15,5.11,3.2 +10073,0.35,Premium,J,VS1,62.2,58.0,591.0,4.54,4.49,2.81 +4349,0.72,Ideal,E,VS2,61.5,56.0,3601.0,5.77,5.81,3.56 +48302,0.31,Ideal,D,SI1,61.2,57.0,533.0,4.34,4.38,2.67 +13353,0.24,Very Good,E,VS2,60.1,58.0,419.0,4.01,4.04,2.42 +38810,0.31,Very Good,G,VVS1,63.5,57.0,1046.0,4.33,4.3,2.74 +50418,0.71,Very Good,H,SI1,60.1,63.0,2258.0,5.72,5.69,3.43 +25687,0.33,Good,F,VS2,59.5,61.0,643.0,4.49,4.54,2.68 +20910,1.66,Very Good,G,SI2,58.5,62.0,9123.0,7.73,7.79,4.54 +32700,0.31,Ideal,F,VS2,62.3,55.0,802.0,4.38,4.35,2.72 +5371,0.3,Very Good,D,SI2,63.2,57.0,574.0,4.24,4.21,2.67 +18396,1.51,Good,J,VS2,59.5,61.0,7476.0,7.45,7.62,4.48 +35551,0.35,Ideal,H,VVS2,62.5,57.0,906.0,4.54,4.48,2.82 +3831,1.0,Premium,H,SI2,61.0,60.0,3472.0,6.42,6.36,3.9 +50363,0.53,Ideal,G,IF,61.8,57.0,2247.0,5.18,5.22,3.21 +16657,1.06,Ideal,G,VS2,62.2,56.0,6660.0,6.51,6.54,4.06 +10089,1.0,Very Good,F,SI1,61.8,59.0,4712.0,6.33,6.38,3.93 +24157,1.58,Ideal,H,VS2,61.4,56.0,12334.0,7.5,7.56,4.62 +34407,0.3,Ideal,G,IF,61.6,53.0,863.0,4.32,4.35,2.67 +10746,1.0,Premium,F,SI1,59.7,60.0,4851.0,6.48,6.51,3.88 +31068,0.33,Premium,G,VVS2,61.0,58.0,752.0,4.44,4.48,2.72 +21378,0.31,Ideal,E,VS1,60.2,56.0,626.0,4.39,4.44,2.66 +17748,1.12,Ideal,D,SI1,61.2,58.0,7145.0,6.65,6.68,4.08 +15414,1.04,Ideal,G,VVS2,61.4,57.0,6173.0,6.52,6.44,3.98 +13280,1.14,Good,H,SI1,62.8,58.0,5487.0,6.62,6.67,4.17 +21271,1.53,Premium,F,SI2,62.7,60.0,9424.0,7.28,7.34,4.58 +16764,0.8,Ideal,F,IF,60.8,56.0,6674.0,5.99,6.05,3.66 +44727,0.48,Very Good,E,VS1,59.1,62.0,1616.0,5.14,5.18,3.05 +4936,0.9,Premium,I,VVS2,60.9,59.0,3730.0,6.25,6.22,3.8 +46267,0.54,Premium,E,VS2,59.2,58.0,1754.0,5.32,5.35,3.16 +5555,1.02,Very Good,J,SI1,62.5,58.0,3857.0,6.37,6.43,4.0 +45849,0.71,Good,I,SI1,64.2,57.0,1715.0,5.59,5.57,3.58 +12303,1.02,Good,D,SI1,61.0,63.0,5219.0,6.48,6.54,3.97 +22958,1.5,Premium,I,VVS2,61.4,58.0,11007.0,7.38,7.32,4.51 +24906,1.99,Good,J,VS2,62.9,61.0,13338.0,7.91,8.06,4.99 +22820,1.35,Ideal,G,VS1,62.7,57.0,10850.0,7.07,7.02,4.42 +709,0.68,Premium,F,VVS2,61.7,57.0,2854.0,5.67,5.64,3.49 +17436,1.23,Ideal,I,VVS1,62.1,57.0,6989.0,6.83,6.9,4.26 +31147,0.41,Good,H,VS2,63.4,58.0,755.0,4.77,4.66,2.99 +9384,0.32,Very Good,D,SI1,58.9,60.0,589.0,4.47,4.49,2.64 +6526,0.9,Very Good,D,SI1,62.4,63.0,4068.0,6.15,6.18,3.85 +34279,0.23,Very Good,D,VS1,62.4,56.0,468.0,3.93,3.98,2.46 +15134,1.25,Premium,I,VS2,61.0,59.0,6084.0,6.98,6.89,4.23 +44385,0.41,Premium,D,VVS1,61.6,58.0,1582.0,4.78,4.74,2.93 +25297,1.71,Premium,G,VS2,61.3,58.0,13951.0,7.79,7.7,4.75 +12752,1.0,Premium,H,VS2,62.6,59.0,5320.0,6.37,6.31,3.97 +40854,0.53,Premium,G,SI2,60.8,58.0,1173.0,5.21,5.19,3.16 +40239,0.39,Ideal,F,VVS1,61.8,55.0,1124.0,4.69,4.73,2.91 +1740,0.32,Ideal,H,VS1,60.2,56.0,561.0,4.44,4.49,2.69 +51944,0.7,Premium,F,SI1,61.6,58.0,2441.0,5.7,5.73,3.52 +38679,0.3,Ideal,D,VVS2,61.7,57.0,1041.0,4.3,4.32,2.66 +46353,0.57,Ideal,F,SI1,61.9,56.0,1759.0,5.33,5.37,3.31 +37703,0.51,Very Good,I,SI2,63.3,58.0,995.0,5.09,5.02,3.2 +23624,1.37,Ideal,F,VS1,59.6,57.0,11649.0,7.28,7.22,4.32 +17076,1.24,Premium,H,SI1,60.2,60.0,6808.0,6.94,6.91,4.17 +5214,1.0,Premium,I,SI2,61.6,59.0,3780.0,6.41,6.34,3.93 +29571,0.41,Ideal,F,SI1,61.6,57.0,705.0,4.78,4.8,2.95 +29739,0.32,Ideal,G,VVS2,62.1,54.0,708.0,4.4,4.42,2.74 +53330,0.71,Ideal,E,SI1,61.5,57.0,2654.0,5.7,5.75,3.52 +46519,0.53,Ideal,H,VVS1,61.3,56.0,1781.0,5.22,5.24,3.21 +48885,1.04,Fair,I,I1,67.3,56.0,2037.0,6.34,6.23,4.22 +13154,1.27,Ideal,J,VS2,61.5,57.0,5442.0,6.93,6.98,4.28 +46251,0.53,Premium,D,SI1,61.6,59.0,1753.0,5.2,5.16,3.19 +20060,0.31,Ideal,H,VVS2,62.2,57.0,625.0,4.32,4.36,2.7 +43102,0.57,Very Good,E,SI2,58.8,57.3,1384.0,5.42,5.46,3.21 +4662,0.91,Premium,H,SI1,62.2,60.0,3669.0,6.22,6.16,3.85 +4003,0.74,Ideal,E,VS2,60.2,55.0,3518.0,5.87,5.92,3.55 +37745,0.5,Premium,D,SI2,62.9,58.0,997.0,5.06,5.01,3.17 +29331,0.31,Very Good,H,VS1,63.2,57.0,698.0,4.32,4.29,2.72 +43456,0.5,Premium,E,SI1,63.0,59.0,1415.0,5.01,4.99,3.15 +50187,0.8,Very Good,J,SI1,61.6,56.0,2224.0,5.94,5.98,3.67 +17795,1.14,Very Good,G,VS1,63.4,58.0,7171.0,6.67,6.61,4.21 +10539,1.01,Premium,G,SI1,61.0,58.0,4808.0,6.53,6.49,3.97 +45592,0.52,Ideal,E,VS2,60.9,57.0,1689.0,5.21,5.23,3.18 +35705,0.3,Premium,D,VS2,60.4,59.0,911.0,4.35,4.33,2.62 +34442,0.31,Ideal,E,VVS2,60.9,55.0,864.0,4.42,4.45,2.7 +20865,1.06,Premium,F,VVS2,61.8,58.0,9082.0,6.54,6.5,4.03 +36189,0.41,Very Good,E,VS1,62.9,56.0,931.0,4.72,4.78,2.99 +15397,1.12,Ideal,E,SI2,61.6,56.0,6168.0,6.69,6.71,4.13 +10701,0.72,Very Good,E,VVS1,61.2,57.0,4847.0,5.73,5.78,3.53 +52029,0.8,Premium,F,SI2,61.4,58.0,2447.0,5.95,5.93,3.65 +26753,2.21,Ideal,D,SI2,62.0,57.0,16558.0,8.36,8.31,5.18 +40021,0.55,Ideal,I,SI2,60.4,56.0,1109.0,5.32,5.36,3.23 +19276,1.57,Premium,F,SI2,60.2,60.0,8001.0,7.49,7.43,4.49 +52123,0.7,Very Good,G,VS2,63.3,56.0,2464.0,5.59,5.66,3.56 +41671,0.4,Ideal,G,VS2,61.1,56.0,1240.0,4.74,4.78,2.91 +22789,1.2,Ideal,G,VVS2,62.3,54.0,10812.0,6.82,6.86,4.26 +28479,0.32,Very Good,E,SI1,63.1,54.0,672.0,4.41,4.37,2.77 +49315,0.3,Good,G,VVS2,57.9,61.0,540.0,4.4,4.42,2.56 +21743,1.33,Premium,G,VS1,60.2,60.0,9813.0,7.12,7.2,4.31 +9568,1.1,Ideal,I,SI2,62.6,55.0,4624.0,6.57,6.6,4.13 +51254,0.7,Ideal,I,VS1,62.2,57.0,2355.0,5.69,5.66,3.53 +53831,0.72,Ideal,F,SI1,61.2,55.0,2737.0,5.78,5.82,3.55 +22337,1.02,Ideal,E,VVS2,61.5,57.0,10384.0,6.55,6.5,4.01 +15390,0.29,Ideal,H,VVS2,61.6,55.0,607.0,4.27,4.29,2.64 +19558,1.5,Premium,E,SI2,58.0,60.0,8190.0,7.52,7.47,4.35 +8130,0.9,Premium,H,VS2,61.2,61.0,4355.0,6.18,6.08,3.75 +16427,1.08,Ideal,G,VS2,62.5,57.0,6561.0,6.56,6.6,4.11 +693,0.91,Very Good,I,SI1,63.5,57.0,2852.0,6.12,6.07,3.87 +17005,1.53,Premium,G,SI2,58.5,59.0,6788.0,7.52,7.49,4.39 +27170,2.01,Premium,I,VS2,61.1,60.0,17433.0,8.06,8.12,4.94 +32548,0.27,Premium,D,VVS2,62.2,59.0,799.0,4.12,4.08,2.55 +4130,1.13,Ideal,F,I1,62.2,55.0,3542.0,6.63,6.68,4.14 +52081,0.78,Ideal,J,VS2,62.3,55.0,2456.0,5.88,5.91,3.67 +26945,2.01,Very Good,H,SI1,61.5,60.0,17003.0,8.09,8.01,4.95 +36978,0.42,Premium,G,VVS2,61.6,60.0,963.0,4.8,4.85,2.97 +36110,0.42,Good,F,SI1,63.6,57.0,926.0,4.76,4.7,3.01 +19550,1.02,Ideal,D,VS1,60.5,56.0,8181.0,6.55,6.48,3.94 +35105,0.3,Ideal,F,IF,62.2,57.0,886.0,4.3,4.32,2.68 +9484,1.02,Very Good,H,VS2,60.0,63.0,4604.0,6.54,6.49,3.91 +39411,0.41,Ideal,F,VS1,60.6,57.0,1076.0,4.84,4.79,2.92 +50263,0.54,Ideal,G,VVS1,62.2,56.0,2236.0,5.22,5.2,3.24 +1273,0.76,Ideal,E,SI1,61.7,57.0,2949.0,5.84,5.89,3.62 +14628,1.09,Ideal,I,VS2,61.8,57.0,5904.0,6.55,6.59,4.06 +18872,1.64,Very Good,J,SI1,62.6,59.0,7739.0,7.45,7.51,4.68 +2318,0.7,Ideal,E,VS1,62.6,55.0,3167.0,5.66,5.69,3.55 +20145,1.2,Premium,E,VS2,62.2,59.0,8602.0,6.82,6.78,4.23 +52650,0.24,Very Good,E,VVS2,58.5,59.0,552.0,4.04,4.09,2.38 +39436,0.41,Ideal,D,VS2,62.2,54.0,1076.0,4.81,4.77,2.98 +44816,0.5,Ideal,E,VS2,62.6,54.0,1624.0,5.08,5.11,3.19 +4621,0.91,Ideal,G,SI2,62.3,56.0,3664.0,6.18,6.22,3.86 +3447,1.0,Fair,F,SI1,68.7,55.0,3387.0,6.06,5.88,4.11 +51612,0.7,Ideal,F,SI2,65.0,53.0,2394.0,5.61,5.56,3.63 +6699,0.31,Good,G,SI2,63.3,54.0,408.0,4.29,4.34,2.73 +36019,0.39,Premium,J,VVS1,62.5,58.0,921.0,4.67,4.61,2.9 +48442,0.51,Ideal,G,VVS2,61.6,56.0,1974.0,5.17,5.12,3.17 +35880,0.32,Ideal,G,IF,61.0,56.0,918.0,4.41,4.44,2.7 +35787,0.32,Ideal,D,VS2,62.0,54.0,912.0,4.39,4.42,2.73 +44361,0.7,Very Good,I,SI2,62.5,58.0,1580.0,5.64,5.72,3.55 +13533,1.12,Ideal,E,SI2,62.0,57.0,5546.0,6.61,6.63,4.11 +8087,0.72,Very Good,E,VVS1,60.8,58.0,4339.0,5.79,5.83,3.53 +2154,0.73,Ideal,G,VVS2,61.9,56.0,3127.0,5.81,5.75,3.58 +12639,1.06,Very Good,I,VS1,58.5,58.3,5293.0,6.66,6.79,3.94 +39671,0.42,Premium,G,VS2,61.9,58.0,1087.0,4.82,4.77,2.97 +20429,1.34,Ideal,H,VS1,61.6,57.0,8780.0,7.14,7.07,4.38 +42569,0.38,Ideal,E,VVS1,61.9,56.0,1327.0,4.67,4.64,2.88 +32272,0.3,Very Good,G,VVS1,62.9,57.0,789.0,4.26,4.3,2.69 +5674,1.02,Good,H,SI2,63.7,58.0,3884.0,6.28,6.24,3.99 +22565,1.5,Good,G,SI1,63.7,59.0,10618.0,7.23,7.19,4.59 +33874,0.3,Ideal,E,VS2,62.3,56.0,844.0,4.34,4.3,2.69 +51694,0.76,Ideal,I,SI1,61.8,57.0,2399.0,5.89,5.83,3.62 +47007,0.71,Good,F,SI2,64.0,58.0,1818.0,5.65,5.59,3.6 +27830,0.38,Ideal,H,SI1,61.2,56.0,650.0,4.63,4.68,2.85 +28516,0.32,Ideal,I,IF,60.8,54.0,673.0,4.44,4.47,2.71 +32247,0.31,Ideal,H,IF,62.0,54.0,789.0,4.38,4.4,2.72 +21197,1.51,Very Good,E,SI2,63.1,61.0,9343.0,7.25,7.3,4.59 +34146,0.33,Ideal,H,VVS2,62.2,56.0,854.0,4.46,4.44,2.77 +27790,0.37,Premium,E,SI1,59.3,58.0,649.0,4.73,4.75,2.81 +46750,0.51,Good,G,VVS2,63.7,54.0,1800.0,5.08,5.1,3.24 +52048,0.8,Premium,G,SI2,61.4,56.0,2451.0,5.99,5.96,3.67 +19632,1.12,Ideal,F,VS2,62.1,56.0,8251.0,6.63,6.67,4.13 +38253,0.31,Premium,J,VS2,62.5,60.0,380.0,4.31,4.36,2.71 +25330,1.59,Ideal,H,VS1,61.8,56.0,14031.0,7.49,7.53,4.64 +22192,1.37,Very Good,G,VS1,58.3,60.0,10226.0,7.3,7.35,4.27 +50265,0.7,Ideal,F,SI2,60.6,57.2,2237.0,5.75,5.77,3.49 +44644,0.33,Premium,H,VS2,60.4,60.0,521.0,4.48,4.52,2.72 +43934,0.31,Ideal,H,VS2,61.2,59.0,515.0,4.36,4.4,2.68 +7778,1.02,Premium,I,SI1,62.7,55.0,4284.0,6.48,6.41,4.04 +40099,0.33,Premium,G,VVS1,61.2,60.0,1114.0,4.44,4.42,2.71 +38502,0.39,Ideal,F,VVS2,60.4,60.0,1031.0,4.73,4.78,2.87 +42316,0.41,Premium,D,VVS2,61.8,58.0,1295.0,4.75,4.79,2.95 +52338,0.75,Good,E,SI2,59.7,62.0,2497.0,5.85,5.88,3.5 +21801,1.21,Ideal,G,VS2,60.1,57.0,9873.0,6.94,6.98,4.18 +36443,0.31,Ideal,D,VS2,62.5,56.0,942.0,4.36,4.34,2.72 +9042,0.39,Ideal,F,SI2,62.2,55.0,587.0,4.68,4.71,2.92 +30401,0.32,Premium,H,VVS1,61.4,58.0,730.0,4.37,4.42,2.7 +16227,1.2,Ideal,H,VS2,59.9,57.0,6487.0,6.91,6.87,4.13 +5695,0.73,Ideal,F,VVS2,61.9,55.2,3888.0,5.74,5.79,3.58 +4439,0.74,Very Good,E,VVS2,61.9,59.0,3616.0,5.74,5.77,3.56 +52974,0.37,Ideal,H,SI1,60.9,57.0,552.0,4.63,4.67,2.83 +38603,0.4,Premium,E,VS2,62.0,58.0,1038.0,4.73,4.69,2.92 +47349,0.5,Premium,D,VS2,62.1,58.0,1845.0,5.08,5.03,3.14 +45728,0.55,Premium,D,SI1,60.5,60.0,1698.0,5.3,5.27,3.2 +1493,0.72,Very Good,E,VS2,62.9,57.0,2990.0,5.68,5.73,3.59 +7118,0.73,Ideal,F,VVS1,61.1,56.0,4171.0,5.83,5.86,3.57 +1328,0.7,Good,D,VS2,63.4,57.0,2960.0,5.6,5.67,3.57 +19485,1.07,Ideal,G,VVS2,62.8,57.0,8120.0,6.56,6.46,4.09 +47617,0.55,Ideal,F,VS1,62.0,55.0,1881.0,5.26,5.29,3.27 +40121,0.41,Premium,F,VVS2,61.0,59.0,1115.0,4.79,4.82,2.93 +32502,0.32,Very Good,F,VS1,60.0,62.0,798.0,4.44,4.49,2.68 +37768,0.41,Premium,E,VS2,61.3,58.0,999.0,4.79,4.74,2.92 +25208,1.52,Ideal,G,VS2,62.8,54.0,13809.0,7.3,7.36,4.61 +16491,1.29,Ideal,H,SI1,61.6,57.0,6588.0,7.0,6.95,4.3 +29508,0.32,Ideal,E,VS2,62.7,55.0,702.0,4.36,4.38,2.74 +5156,1.02,Premium,D,I1,61.4,60.0,3769.0,6.42,6.47,3.96 +53352,0.7,Premium,E,VS2,62.0,60.0,2657.0,5.7,5.59,3.5 +837,0.82,Ideal,F,SI2,62.3,56.0,2867.0,6.02,5.96,3.73 +20741,1.31,Premium,G,VS2,60.3,59.0,8979.0,7.12,7.08,4.28 +10330,1.13,Very Good,I,SI1,61.5,60.0,4766.0,6.68,6.72,4.12 +6647,0.79,Ideal,I,VVS2,61.7,56.0,4092.0,5.94,5.95,3.67 +38543,0.34,Ideal,D,VS2,61.3,57.0,1033.0,4.5,4.47,2.75 +48195,0.7,Fair,F,SI2,64.6,57.0,1947.0,5.6,5.57,3.61 +44394,0.51,Ideal,F,VS2,60.6,57.0,1583.0,5.17,5.2,3.14 +49658,0.7,Very Good,G,SI2,61.7,60.0,2141.0,5.67,5.7,3.51 +46839,0.51,Ideal,D,VS1,62.2,55.0,1810.0,5.15,5.17,3.21 +29593,0.32,Good,D,SI1,63.8,55.0,706.0,4.36,4.35,2.78 +3911,0.54,Ideal,D,VVS1,61.2,57.0,3494.0,5.25,5.27,3.22 +26560,2.26,Good,I,SI2,56.9,60.0,16241.0,8.73,8.66,4.95 +1547,0.77,Very Good,E,SI2,60.4,58.0,3002.0,5.91,5.95,3.58 +10150,1.0,Very Good,G,SI2,62.6,58.0,4725.0,6.34,6.38,3.98 +5024,0.91,Ideal,F,SI2,62.2,56.0,3746.0,6.17,6.14,3.83 +40173,0.38,Premium,D,VS2,58.8,61.0,1117.0,4.77,4.72,2.79 +52351,0.75,Very Good,F,SI1,62.1,57.0,2500.0,5.82,5.88,3.63 +27402,2.01,Premium,G,VS2,61.4,58.0,17987.0,8.11,7.99,4.94 +45731,0.7,Good,J,SI2,61.6,57.2,1699.0,5.65,5.68,3.49 +30112,0.32,Ideal,G,VS2,61.4,55.0,720.0,4.46,4.4,2.72 +8605,1.01,Premium,G,SI2,62.4,58.0,4442.0,6.41,6.38,3.99 +19452,1.25,Premium,H,VS1,61.3,55.0,8099.0,6.96,6.93,4.26 +28838,0.41,Premium,D,SI2,62.3,58.0,683.0,4.73,4.77,2.96 +3227,0.72,Ideal,G,VVS2,61.3,56.0,3352.0,5.76,5.8,3.54 +6933,1.1,Very Good,E,SI2,63.3,56.0,4140.0,6.58,6.53,4.15 +7432,0.76,Ideal,D,VS1,61.3,57.0,4229.0,5.87,5.9,3.61 +43095,0.61,Premium,H,SI1,59.5,62.0,1382.0,5.55,5.51,3.29 +12025,1.0,Premium,F,SI1,62.1,59.0,5152.0,6.39,6.36,3.96 +6389,0.25,Very Good,E,VVS1,62.9,58.0,576.0,4.01,4.03,2.53 +5557,1.0,Premium,F,SI2,60.2,62.0,3858.0,6.53,6.45,3.91 +46775,0.56,Ideal,D,SI1,61.9,55.0,1803.0,5.31,5.29,3.28 +8338,1.01,Premium,G,SI1,62.3,60.0,4395.0,6.31,6.25,3.91 +1995,0.81,Premium,F,SI1,60.3,59.0,3097.0,5.98,6.05,3.63 +16929,1.01,Premium,G,VS1,60.9,58.0,6759.0,6.43,6.47,3.93 +35189,0.31,Ideal,G,IF,62.1,54.0,891.0,4.38,4.41,2.73 +28727,0.31,Very Good,E,VS2,62.8,57.0,680.0,4.33,4.37,2.73 +41663,0.4,Ideal,G,IF,63.1,54.0,1239.0,4.69,4.73,2.97 +42687,0.5,Very Good,D,SI1,63.5,57.0,1337.0,5.04,5.1,3.22 +8765,1.01,Good,D,VS2,64.1,57.0,4466.0,6.32,6.22,4.02 +30812,0.41,Ideal,H,VS2,61.5,55.0,743.0,4.78,4.81,2.95 +25394,1.26,Very Good,F,IF,60.0,60.0,14095.0,7.04,7.09,4.24 +44525,0.52,Very Good,E,VS1,63.4,54.0,1601.0,5.08,5.11,3.23 +28132,0.29,Very Good,D,VVS2,62.9,58.0,664.0,4.2,4.29,2.67 +23048,1.63,Ideal,H,SI1,61.9,57.0,11078.0,7.59,7.53,4.68 +50991,0.31,Good,E,SI1,63.1,57.0,544.0,4.3,4.35,2.73 +32931,0.33,Very Good,F,VVS2,62.5,59.0,810.0,4.4,4.47,2.77 +47432,0.55,Very Good,F,VS1,60.7,60.0,1853.0,5.29,5.32,3.22 +49127,0.56,Ideal,D,VS2,61.4,57.0,2066.0,5.36,5.32,3.28 +22021,0.32,Ideal,H,VVS2,61.4,54.0,628.0,4.4,4.43,2.71 +50897,0.79,Premium,I,SI1,61.8,60.0,2317.0,5.96,5.92,3.67 +48115,0.56,Premium,F,VS2,60.5,59.0,1935.0,5.42,5.33,3.25 +39023,0.43,Premium,F,VS1,59.9,58.0,1056.0,4.89,4.93,2.94 +20668,1.33,Very Good,G,VS2,61.7,59.0,8953.0,7.04,7.09,4.36 +8015,1.5,Fair,I,SI2,70.1,58.0,4328.0,6.96,6.85,4.84 +20535,1.56,Premium,I,VVS2,60.5,58.0,8858.0,7.53,7.45,4.53 +44890,0.5,Premium,E,VS2,61.4,58.0,1629.0,5.1,5.07,3.12 +18670,1.12,Ideal,G,VS1,61.0,56.0,7632.0,6.76,6.72,4.11 +9323,0.9,Ideal,D,SI1,62.5,57.0,4579.0,6.12,6.2,3.85 +42790,0.54,Ideal,G,SI1,61.8,58.0,1350.0,5.21,5.27,3.24 +52277,0.62,Ideal,E,VS1,60.3,57.0,2492.0,5.52,5.57,3.35 +51296,0.54,Ideal,G,IF,61.6,57.0,2361.0,5.22,5.27,3.23 +27205,2.52,Premium,H,SI2,62.4,57.0,17522.0,8.72,8.66,5.43 +5412,0.9,Ideal,G,SI2,62.8,54.0,3820.0,6.11,6.15,3.85 +10937,1.47,Fair,H,I1,66.7,59.0,4898.0,6.98,6.94,4.64 +42069,0.5,Ideal,D,SI1,62.7,57.0,1272.0,5.06,5.08,3.18 +23686,1.52,Premium,F,SI1,62.6,59.0,11743.0,7.36,7.27,4.58 +45644,0.25,Ideal,G,VVS2,61.5,56.0,525.0,4.06,4.08,2.5 +16385,1.04,Ideal,G,VS2,62.8,56.0,6542.0,6.48,6.42,4.05 +47395,0.52,Ideal,H,VVS1,61.7,55.0,1847.0,5.2,5.17,3.2 +14398,0.3,Very Good,G,VS1,62.8,57.0,605.0,4.24,4.26,2.67 +43458,0.61,Ideal,H,SI1,61.9,54.0,1416.0,5.44,5.48,3.38 +8652,0.91,Ideal,G,SI1,62.0,54.0,4453.0,6.23,6.26,3.87 +30063,0.31,Ideal,E,VS2,62.5,54.0,720.0,4.33,4.37,2.72 +52688,0.7,Very Good,F,VS2,62.8,58.0,2552.0,5.6,5.64,3.53 +48996,0.91,Very Good,J,I1,63.1,57.0,2048.0,6.12,6.06,3.84 +46838,0.51,Ideal,G,VVS1,62.8,53.0,1810.0,5.09,5.14,3.21 +50373,0.7,Very Good,F,SI1,62.8,57.0,2250.0,5.61,5.66,3.54 +30817,0.33,Ideal,G,VS2,62.8,54.0,743.0,4.42,4.4,2.77 +48545,0.52,Ideal,I,IF,60.2,56.0,1988.0,5.23,5.27,3.16 +12524,1.01,Ideal,E,SI1,61.8,57.0,5262.0,6.39,6.49,3.98 +2419,0.91,Fair,H,SI1,64.4,60.0,3180.0,6.1,6.07,3.92 +22566,1.52,Very Good,H,VS2,63.3,57.0,10618.0,7.33,7.32,4.64 +22935,1.4,Ideal,H,IF,60.9,57.0,10976.0,7.22,7.29,4.42 +625,0.92,Ideal,D,SI2,61.9,56.0,2840.0,6.27,6.2,3.86 +20757,1.53,Fair,I,VS2,57.7,69.0,8996.0,7.6,7.51,4.36 +20128,1.2,Ideal,F,VS2,62.3,56.0,8590.0,6.82,6.79,4.24 +3970,0.9,Very Good,E,SI1,63.5,55.0,3508.0,6.22,6.12,3.92 +5306,0.93,Premium,G,SI2,61.7,60.0,3802.0,6.25,6.2,3.84 +15642,1.0,Premium,G,VS2,61.6,58.0,6272.0,6.44,6.42,3.96 +17556,1.55,Very Good,H,SI1,63.2,57.0,7066.0,7.35,7.31,4.64 +40547,0.42,Ideal,G,VVS1,61.9,56.0,1150.0,4.8,4.85,2.98 +21065,1.24,Ideal,E,VS2,62.0,57.0,9240.0,6.87,6.9,4.27 +47181,0.6,Very Good,E,SI1,63.2,56.0,1836.0,5.38,5.32,3.38 +39185,0.35,Ideal,D,VS2,62.0,55.0,1063.0,4.53,4.47,2.79 +21333,1.2,Premium,G,VVS2,59.7,60.0,9475.0,7.0,6.91,4.15 +31169,0.41,Good,F,SI1,63.3,57.0,755.0,4.69,4.72,2.98 +49838,0.52,Ideal,F,VVS2,62.0,55.0,2168.0,5.16,5.2,3.21 +50737,0.79,Very Good,I,SI1,61.8,60.0,2296.0,5.92,5.96,3.67 +23785,1.71,Very Good,D,SI2,63.5,56.0,11844.0,7.58,7.51,4.79 +41550,0.42,Ideal,G,VVS1,61.1,56.0,1235.0,4.84,4.82,2.95 +44249,0.51,Good,F,VS2,63.7,56.0,1574.0,5.05,5.03,3.21 +19101,1.52,Very Good,I,SI2,59.8,62.0,7866.0,7.41,7.47,4.45 +49577,0.58,Ideal,G,VVS2,61.9,57.0,2132.0,5.33,5.36,3.31 +46481,0.55,Very Good,F,VS2,62.1,55.4,1777.0,5.25,5.27,3.26 +31,0.23,Very Good,F,VS1,60.0,57.0,402.0,4.0,4.03,2.41 +48002,0.52,Ideal,D,VS2,61.3,56.0,1919.0,5.2,5.15,3.17 +24734,1.51,Premium,H,IF,60.2,60.0,13075.0,7.41,7.44,4.47 +14182,0.9,Very Good,G,IF,60.1,59.0,5754.0,6.22,6.26,3.75 +24478,1.3,Ideal,F,VVS2,62.1,55.0,12745.0,7.04,6.96,4.35 +22621,2.01,Fair,I,SI2,66.5,61.0,10671.0,7.81,7.75,5.17 +6963,0.9,Good,E,SI1,60.4,58.0,4147.0,6.12,6.24,3.73 +17503,1.02,Ideal,F,VS2,62.8,57.0,7037.0,6.41,6.36,4.01 +1661,0.75,Premium,E,VS2,62.1,57.0,3024.0,5.9,5.79,3.63 +12688,1.36,Premium,J,SI2,62.6,58.0,5310.0,7.12,7.0,4.42 +49003,0.67,Premium,G,VS2,61.0,61.0,2050.0,5.66,5.61,3.44 +50392,0.72,Ideal,H,SI2,60.8,56.0,2252.0,5.79,5.83,3.53 +25440,1.2,Premium,E,VVS1,60.6,60.0,14192.0,6.95,6.85,4.18 +52703,0.7,Ideal,D,SI2,62.1,55.0,2553.0,5.68,5.73,3.54 +14736,1.25,Ideal,H,SI2,62.2,55.4,5932.0,6.89,6.94,4.29 +42894,0.51,Ideal,D,SI2,62.5,55.0,1359.0,5.15,5.12,3.21 +5011,1.02,Very Good,J,SI2,63.3,56.0,3745.0,6.38,6.42,4.05 +36877,0.39,Premium,D,VS2,61.4,60.0,958.0,4.7,4.72,2.89 +32579,0.36,Ideal,E,VS2,61.5,56.2,801.0,4.56,4.6,2.82 +29443,0.38,Very Good,D,SI1,61.3,57.0,701.0,4.67,4.7,2.87 +39347,0.38,Ideal,E,VVS2,61.8,54.2,1073.0,4.66,4.69,2.89 +9554,1.1,Premium,I,SI1,62.0,59.0,4620.0,6.59,6.54,4.07 +19230,1.0,Ideal,D,VS1,62.4,55.0,7966.0,6.4,6.43,4.0 +41071,0.46,Ideal,I,IF,62.2,55.0,1192.0,4.94,4.97,3.08 +2115,0.9,Very Good,J,VS2,61.9,59.0,3119.0,6.14,6.2,3.82 +35691,0.39,Ideal,E,VS2,61.3,56.0,911.0,4.71,4.75,2.9 +3969,0.9,Premium,E,SI1,59.0,59.0,3508.0,6.34,6.3,3.73 +7494,1.01,Ideal,I,VS2,62.6,54.0,4239.0,6.4,6.45,4.02 +53511,0.71,Premium,G,VS1,60.8,59.0,2686.0,5.76,5.72,3.49 +36763,0.35,Ideal,F,VVS2,62.1,56.0,956.0,4.56,4.52,2.82 +15545,0.9,Ideal,E,VS1,61.7,56.0,6230.0,6.19,6.22,3.83 +20106,1.01,Premium,F,VVS2,59.3,60.0,8579.0,6.52,6.5,3.86 +5954,0.7,Ideal,G,IF,61.3,56.0,3949.0,5.72,5.73,3.51 +35569,0.35,Ideal,F,VS2,62.1,56.0,906.0,4.57,4.54,2.83 +23014,0.3,Premium,H,VS1,62.4,60.0,630.0,4.29,4.23,2.66 +29411,0.38,Premium,H,VS2,60.5,59.0,700.0,4.66,4.69,2.83 +12213,1.15,Premium,E,SI2,61.7,59.0,5193.0,6.7,6.66,4.12 +37270,0.26,Ideal,H,VS1,62.3,54.0,482.0,4.07,4.11,2.55 +39655,0.42,Premium,H,VS1,61.2,60.0,1087.0,4.84,4.77,2.94 +706,0.91,Good,J,VS2,64.2,58.0,2854.0,6.12,6.09,3.92 +53564,0.71,Very Good,H,VVS2,63.0,56.0,2695.0,5.63,5.68,3.56 +5007,1.03,Fair,D,SI2,66.4,56.0,3743.0,6.31,6.19,4.15 +4065,0.31,Ideal,D,SI1,62.3,54.0,571.0,4.33,4.37,2.71 +16976,1.38,Premium,G,SI2,59.2,59.0,6779.0,7.35,7.29,4.33 +45367,0.55,Ideal,E,VS2,61.5,57.0,1665.0,5.25,5.29,3.24 +52177,0.7,Good,H,VVS2,61.4,64.0,2475.0,5.73,5.61,3.48 +27005,2.01,Good,E,SI2,62.3,61.0,17115.0,7.99,8.04,4.99 +12508,1.25,Ideal,I,SI2,62.0,57.0,5259.0,6.85,6.92,4.27 +28225,0.33,Ideal,F,VS2,62.1,55.0,666.0,4.45,4.47,2.77 +36033,0.41,Premium,G,SI1,60.3,59.0,923.0,4.79,4.76,2.88 +9720,0.3,Ideal,H,VVS2,62.7,53.0,590.0,4.29,4.32,2.7 +45196,0.51,Ideal,E,VS2,60.9,56.0,1656.0,5.15,5.2,3.15 +14703,0.3,Ideal,G,VS1,61.5,57.0,605.0,4.31,4.34,2.66 +48184,0.75,Ideal,J,SI2,60.8,57.0,1944.0,5.91,5.87,3.58 +23537,1.51,Premium,H,VS2,62.3,59.0,11540.0,7.32,7.28,4.55 +26830,2.01,Good,I,SI1,58.8,60.0,16731.0,8.27,8.19,4.84 +10265,1.01,Ideal,E,SI2,62.2,54.0,4751.0,6.43,6.39,3.99 +49170,0.72,Very Good,I,SI1,63.3,57.0,2074.0,5.73,5.67,3.61 +51267,0.76,Ideal,I,SI1,61.9,56.0,2358.0,5.85,5.88,3.63 +50733,0.75,Premium,I,SI1,59.1,58.0,2295.0,5.91,5.87,3.48 +33497,0.32,Ideal,F,VS2,62.4,56.0,828.0,4.37,4.35,2.72 +18720,0.3,Very Good,G,VS1,60.3,57.0,620.0,4.33,4.35,2.62 +14186,1.08,Ideal,H,SI1,60.6,59.0,5756.0,6.61,6.65,4.02 +42640,0.5,Ideal,D,SI2,61.6,57.0,1332.0,5.13,5.1,3.15 +2768,0.9,Premium,I,SI1,61.8,58.0,3251.0,6.21,6.19,3.83 +30843,0.33,Ideal,H,VS1,61.9,56.0,743.0,4.48,4.44,2.76 +31165,0.41,Ideal,E,SI1,62.7,57.0,755.0,4.74,4.77,2.98 +50226,0.7,Very Good,F,SI1,60.6,58.0,2231.0,5.73,5.78,3.49 +44005,0.3,Premium,J,VS1,62.6,60.0,394.0,4.22,4.28,2.66 +5568,0.8,Ideal,F,VS1,61.2,56.0,3860.0,5.98,6.01,3.67 +34195,0.33,Ideal,F,VS2,62.1,55.0,854.0,4.47,4.45,2.77 +15382,0.3,Ideal,D,VS2,59.5,56.0,606.0,4.37,4.41,2.61 +27674,1.5,Very Good,G,VS2,60.7,59.0,18691.0,7.31,7.38,4.46 +14979,1.14,Premium,F,SI1,61.1,59.0,6033.0,6.75,6.7,4.11 +46786,0.52,Very Good,E,VS1,62.3,59.0,1806.0,5.14,5.17,3.21 +25580,2.54,Ideal,G,SI2,62.5,55.0,14421.0,8.75,8.69,5.45 +17290,1.14,Ideal,H,VS1,61.9,53.0,6926.0,6.73,6.75,4.17 +3964,1.01,Premium,F,SI2,61.8,54.0,3507.0,6.47,6.42,3.98 +27155,1.59,Premium,E,VS1,61.2,58.0,17393.0,7.49,7.58,4.61 +49835,0.72,Very Good,H,SI1,63.7,57.0,2168.0,5.66,5.7,3.62 +15892,1.01,Premium,G,VS1,60.5,60.0,6353.0,6.52,6.44,3.92 +17239,1.24,Ideal,G,SI1,61.0,56.4,6895.0,6.93,6.99,4.25 +7876,0.9,Good,F,VS2,63.8,55.0,4309.0,6.09,6.13,3.9 +1248,0.71,Very Good,E,VS1,63.3,59.0,2946.0,5.64,5.67,3.58 +32726,0.31,Ideal,F,VS2,62.3,55.0,802.0,4.33,4.3,2.69 +22950,1.5,Good,F,VS2,63.6,59.0,10995.0,7.13,7.22,4.56 +40552,0.41,Ideal,D,VS1,61.3,54.0,1151.0,4.8,4.83,2.95 +3369,0.27,Very Good,E,SI1,61.2,57.0,407.0,4.2,4.23,2.58 +10620,1.1,Premium,E,SI2,60.7,58.0,4829.0,6.77,6.65,4.07 +7904,0.91,Premium,H,VS2,61.8,60.0,4313.0,6.18,6.22,3.83 +43148,0.52,Very Good,E,SI1,62.7,57.0,1389.0,5.1,5.14,3.21 +37548,0.51,Ideal,J,SI1,62.5,56.0,988.0,5.06,5.12,3.18 +42459,0.5,Premium,E,SI1,62.0,59.0,1316.0,5.06,5.1,3.15 +20665,1.51,Ideal,H,SI2,61.9,56.0,8951.0,7.31,7.36,4.54 +52787,0.72,Premium,D,SI1,63.0,57.0,2567.0,5.74,5.69,3.6 +29066,0.4,Good,E,SI1,63.5,58.0,687.0,4.65,4.67,2.96 +26168,2.02,Premium,G,SI2,61.0,58.0,15498.0,8.15,8.22,4.99 +39005,0.42,Ideal,H,VVS2,62.0,57.0,1055.0,4.82,4.79,2.98 +2208,1.0,Premium,G,SI2,59.1,59.0,3142.0,6.55,6.48,0.0 +18524,1.31,Premium,H,VS2,61.4,59.0,7550.0,7.01,6.96,4.29 +6362,0.32,Premium,I,VS2,62.8,58.0,576.0,4.37,4.33,2.73 +27661,2.01,Good,H,VS2,63.3,55.0,18640.0,7.87,7.94,5.0 +33913,0.3,Premium,E,VS2,62.8,59.0,844.0,4.26,4.24,2.67 +9583,1.08,Ideal,G,SI2,62.2,56.0,4627.0,6.59,6.56,4.09 +18705,0.27,Very Good,F,VVS2,61.9,58.0,620.0,4.17,4.2,2.59 +27262,1.71,Very Good,F,VS1,61.9,61.0,17685.0,7.61,7.67,4.73 +46882,0.56,Ideal,H,VVS2,60.9,57.0,1814.0,5.38,5.33,3.26 +49798,0.51,Ideal,G,IF,61.3,56.0,2163.0,5.15,5.19,3.16 +18126,1.2,Premium,D,SI1,59.7,59.0,7338.0,6.91,6.86,4.11 +40695,0.46,Good,F,VS1,56.5,61.0,1157.0,5.11,5.05,2.87 +16891,1.47,Premium,I,SI2,62.4,55.0,6742.0,7.34,7.24,4.55 +1939,0.9,Very Good,E,SI2,63.4,62.0,3084.0,6.02,6.0,3.81 +46783,0.55,Ideal,F,VS1,61.4,55.0,1805.0,5.24,5.28,3.23 +51484,0.58,Ideal,F,VVS2,62.5,56.0,2380.0,5.29,5.34,3.32 +460,0.71,Premium,E,SI1,61.4,58.0,2817.0,5.77,5.73,3.53 +7572,0.92,Very Good,D,SI1,60.7,58.0,4253.0,6.27,6.39,3.84 +39274,0.25,Good,F,VVS1,59.1,60.0,490.0,4.1,4.12,2.43 +1729,0.32,Ideal,G,VS2,61.8,57.0,561.0,4.37,4.4,2.71 +10153,1.1,Ideal,H,SI2,63.1,58.0,4725.0,6.54,6.53,4.12 +15834,1.19,Ideal,G,SI1,62.3,55.0,6335.0,6.76,6.81,4.23 +27187,2.18,Premium,H,SI2,59.1,60.0,17473.0,8.49,8.45,5.01 +38185,0.41,Ideal,D,SI1,62.3,55.0,1015.0,4.79,4.77,2.98 +44628,0.56,Ideal,E,VS1,62.7,56.0,1608.0,5.26,5.3,3.31 +41285,0.53,Premium,I,VS2,58.5,60.0,1209.0,5.37,5.33,3.13 +14266,1.02,Very Good,D,SI1,63.3,60.0,5778.0,6.33,6.38,4.02 +35224,0.33,Ideal,F,VVS1,61.4,55.0,893.0,4.47,4.52,2.76 +27451,1.51,Premium,F,IF,60.5,61.0,18102.0,7.5,7.4,4.45 +50301,0.27,Very Good,F,VVS1,59.7,59.0,544.0,4.19,4.22,2.51 +48266,0.54,Ideal,D,VS1,61.4,53.0,1955.0,5.28,5.3,3.25 +28216,0.38,Very Good,G,SI1,62.4,59.0,666.0,4.59,4.64,2.88 +29134,0.33,Very Good,G,VVS2,61.4,55.0,692.0,4.46,4.5,2.75 +12854,1.09,Ideal,H,SI1,61.9,57.0,5358.0,6.63,6.58,4.09 +15305,1.14,Premium,G,VS2,61.9,58.0,6144.0,6.68,6.72,4.15 +32952,0.35,Good,F,SI2,63.8,56.0,460.0,4.45,4.48,2.85 +5616,0.72,Ideal,E,VVS2,62.0,56.0,3874.0,5.74,5.77,3.57 +25189,2.01,Ideal,I,SI2,62.5,55.0,13777.0,8.12,8.08,5.06 +49154,0.7,Very Good,F,SI2,62.3,58.0,2070.0,5.65,5.71,3.54 +50605,0.7,Premium,G,SI1,61.6,58.0,2285.0,5.71,5.65,3.5 +30914,0.34,Premium,E,VS2,60.9,60.0,745.0,4.49,4.51,2.74 +25241,2.02,Premium,H,SI2,62.6,59.0,13850.0,8.03,7.97,5.01 +1505,0.75,Ideal,E,SI1,61.1,57.0,2993.0,5.83,5.86,3.57 +20479,1.02,Ideal,D,VS1,60.8,55.0,8818.0,6.55,6.5,3.97 +25286,2.18,Premium,J,SI1,62.9,59.0,13938.0,8.25,8.21,5.18 +3219,0.71,Premium,H,IF,62.9,60.0,3349.0,5.74,5.67,3.59 +4034,1.0,Premium,F,SI1,62.4,58.0,3528.0,6.39,6.27,3.95 +7423,0.71,Very Good,E,VVS1,62.8,59.0,4228.0,5.66,5.71,3.57 +41262,0.36,Very Good,D,SI2,63.0,59.0,501.0,4.49,4.52,2.84 +40512,0.45,Good,F,VS1,57.6,62.5,1144.0,5.05,5.09,2.91 +7193,0.91,Very Good,E,SI1,63.7,59.0,4188.0,6.13,6.17,3.92 +23657,2.01,Good,J,SI1,59.6,61.0,11703.0,8.08,8.14,4.83 +24427,2.02,Ideal,H,SI2,62.4,56.0,12680.0,8.14,8.04,5.06 +12400,1.12,Premium,G,SI1,60.1,58.0,5233.0,6.78,6.83,4.09 +19141,1.12,Premium,F,VS1,61.2,58.0,7903.0,6.72,6.68,4.1 +5748,0.9,Very Good,E,VS2,63.4,59.0,3894.0,6.19,6.11,3.9 +8192,1.02,Good,F,SI2,61.4,61.0,4368.0,6.4,6.44,3.94 +49093,0.72,Good,J,VS1,63.7,54.0,2062.0,5.71,5.68,3.63 +51495,0.7,Good,F,VS1,64.0,57.0,2381.0,5.62,5.54,3.57 +16368,0.33,Premium,I,VVS1,61.9,60.0,608.0,4.41,4.44,2.74 +49617,0.72,Ideal,J,VVS1,62.4,58.0,2139.0,5.71,5.76,3.58 +10715,0.31,Ideal,D,SI2,62.1,57.0,593.0,4.34,4.32,2.69 +17627,1.5,Very Good,G,SI2,63.2,58.0,7098.0,7.25,7.19,4.56 +1856,0.85,Very Good,D,SI2,61.4,60.0,3066.0,6.05,6.13,3.74 +1591,0.74,Very Good,E,SI1,61.3,58.0,3009.0,5.8,5.84,3.57 +28555,0.3,Premium,H,VS1,60.1,61.0,675.0,4.32,4.3,2.59 +41950,0.23,Very Good,F,VVS2,61.2,55.0,505.0,3.97,4.01,2.44 +13686,1.01,Good,G,VS2,63.9,54.0,5599.0,6.31,6.37,4.05 +1299,0.71,Very Good,E,VS2,59.6,60.0,2954.0,5.8,5.85,3.47 +6045,0.32,Premium,E,SI2,59.7,60.0,576.0,4.45,4.43,2.65 +14170,1.06,Ideal,I,VS2,61.6,57.0,5748.0,6.53,6.58,4.04 +43805,0.51,Ideal,G,VS2,62.8,55.0,1443.0,5.1,5.06,3.19 +5225,0.73,Ideal,G,VVS2,61.0,56.0,3783.0,5.82,5.86,3.56 +27163,2.0,Good,G,SI1,63.6,61.0,17405.0,7.9,7.83,5.0 +11335,1.0,Good,E,SI1,62.6,61.0,4989.0,6.29,6.32,3.95 +18310,1.51,Very Good,I,SI2,63.5,60.0,7441.0,7.28,7.21,4.6 +23271,1.55,Very Good,D,SI2,58.9,57.0,11284.0,7.59,7.63,4.48 +37614,0.24,Very Good,E,VVS1,61.7,58.0,485.0,3.94,4.0,2.45 +5309,0.9,Premium,F,SI2,59.9,59.0,3803.0,6.32,6.27,3.77 +33330,0.5,Fair,F,I1,57.5,66.0,827.0,5.3,5.17,3.01 +37264,0.32,Premium,J,SI1,63.0,58.0,480.0,4.35,4.32,2.73 +39462,0.53,Ideal,F,SI2,62.4,54.0,1078.0,5.19,5.22,3.25 +41363,0.52,Very Good,H,SI1,63.1,57.0,1219.0,5.14,5.09,3.23 +26429,1.52,Ideal,G,VVS1,62.4,55.0,15959.0,7.3,7.39,4.58 +2563,0.79,Ideal,F,SI1,60.8,55.0,3210.0,5.98,6.05,3.66 +34600,0.27,Very Good,F,VS2,63.3,58.0,470.0,4.08,4.1,2.59 +6089,0.7,Very Good,F,VVS2,61.3,59.0,3974.0,5.69,5.73,3.5 +19969,1.56,Ideal,E,SI2,61.2,56.0,8518.0,7.53,7.49,4.59 +29923,0.32,Ideal,E,VS1,61.1,56.0,713.0,4.42,4.45,2.71 +14327,1.0,Very Good,F,SI1,61.0,60.0,5804.0,6.38,6.43,3.91 +23282,1.5,Very Good,H,VVS2,62.7,58.0,11303.0,7.21,7.24,4.53 +24945,2.01,Premium,I,SI2,60.0,61.0,13400.0,8.13,8.08,4.86 +23681,1.62,Premium,F,SI1,60.1,58.0,11733.0,7.63,7.59,4.57 +13270,1.0,Good,G,VS2,56.6,61.0,5484.0,6.65,6.61,3.75 +53261,0.93,Premium,E,I1,62.3,60.0,2647.0,6.23,6.2,3.87 +28808,0.42,Ideal,G,SI2,61.5,56.0,682.0,4.83,4.79,2.96 +27831,0.31,Very Good,G,VVS2,62.2,56.0,651.0,4.31,4.34,2.69 +47118,0.59,Ideal,F,VS2,61.0,56.0,1828.0,5.41,5.44,3.31 +50908,0.7,Good,D,SI1,64.2,60.0,2318.0,5.62,5.59,3.6 +36884,0.4,Very Good,E,VS1,62.9,56.0,959.0,4.67,4.71,2.95 +22732,1.0,Fair,D,VVS1,56.7,68.0,10752.0,6.66,6.64,3.77 +37538,0.4,Ideal,E,VVS2,61.7,57.0,988.0,4.73,4.77,2.93 +52840,0.7,Very Good,E,SI1,62.7,55.0,2575.0,5.63,5.67,3.54 +12602,0.99,Ideal,H,SI1,61.1,56.0,5287.0,6.44,6.47,3.94 +45533,0.56,Very Good,G,VS1,60.2,56.0,1686.0,5.35,5.37,3.23 +49611,0.52,Ideal,F,VS1,61.5,56.0,2138.0,5.19,5.22,3.2 +40938,0.23,Very Good,E,VVS1,60.8,56.0,499.0,3.94,3.99,2.41 +36478,0.43,Premium,G,VS1,61.8,59.0,943.0,4.83,4.88,3.0 +20064,0.31,Ideal,F,VS2,62.1,53.0,625.0,4.34,4.39,2.71 +34910,0.34,Ideal,H,VVS2,62.2,55.0,880.0,4.49,4.48,2.79 +51812,0.71,Ideal,F,SI1,61.6,56.0,2416.0,5.71,5.75,3.53 +24608,2.02,Good,G,SI2,57.5,61.0,12929.0,8.37,8.35,4.81 +52281,0.72,Ideal,I,VVS1,62.9,57.0,2493.0,5.68,5.77,3.6 +14806,1.22,Ideal,I,VS2,62.5,57.0,5960.0,6.83,6.9,4.29 +17575,1.5,Premium,D,SI2,59.6,59.0,7076.0,7.54,7.46,4.47 +40454,0.31,Ideal,F,VVS1,60.6,56.0,1140.0,4.44,4.41,2.68 +19959,1.7,Ideal,J,SI2,60.5,57.0,8505.0,7.74,7.84,4.71 +32540,0.27,Premium,E,VVS1,60.6,58.0,799.0,4.2,4.18,2.54 +11666,1.14,Good,I,VS1,63.3,56.0,5056.0,6.6,6.68,4.2 +32666,0.31,Ideal,G,VS1,61.5,56.0,802.0,4.43,4.39,2.71 +6756,0.9,Premium,F,SI1,62.6,60.0,4103.0,6.11,6.06,3.81 +4264,0.9,Very Good,G,SI2,59.9,60.0,3581.0,6.19,6.23,3.72 +35428,0.32,Ideal,E,VS2,62.3,57.0,900.0,4.42,4.41,2.75 +37182,0.32,Premium,D,VS2,61.7,58.0,972.0,4.38,4.34,2.69 +22575,1.52,Premium,D,SI2,59.8,60.0,10623.0,7.5,7.42,4.46 +29344,0.31,Ideal,G,VS2,61.6,55.0,698.0,4.39,4.37,2.7 +52755,0.73,Ideal,I,VVS1,61.7,57.0,2561.0,5.83,5.78,3.58 +40010,0.41,Ideal,F,VS2,62.7,56.0,1107.0,4.78,4.72,2.98 +50925,0.7,Premium,F,SI1,61.9,58.0,2319.0,5.69,5.65,3.51 +49070,0.73,Ideal,E,SI2,59.9,57.0,2059.0,5.87,5.82,3.5 +31893,0.3,Ideal,G,VS1,61.7,57.0,776.0,4.32,4.3,2.66 +27008,2.22,Ideal,G,SI2,62.5,54.0,17123.0,8.28,8.35,5.2 +5534,0.92,Premium,F,SI2,61.8,58.0,3854.0,6.19,6.23,3.84 +25688,0.36,Premium,D,SI2,63.0,59.0,643.0,4.52,4.49,2.84 +38257,0.28,Very Good,G,SI1,62.0,55.0,382.0,4.2,4.25,2.62 +19382,1.51,Very Good,F,SI2,63.4,58.0,8050.0,7.29,7.22,4.6 +1483,0.84,Ideal,G,SI2,62.0,56.0,2986.0,6.02,6.05,3.74 +16403,1.06,Ideal,G,VS2,61.1,57.0,6548.0,6.56,6.59,4.02 +45520,0.53,Ideal,D,SI1,62.3,56.0,1683.0,5.18,5.15,3.22 +39077,0.4,Ideal,F,VS2,63.4,54.0,1059.0,4.73,4.68,2.99 +19923,1.03,Premium,D,VVS2,61.7,59.0,8469.0,6.43,6.48,3.98 +33764,0.4,Very Good,G,SI1,63.3,58.0,840.0,4.69,4.66,2.96 +39399,0.41,Ideal,G,VVS2,60.4,56.0,1076.0,4.83,4.8,2.91 +20332,1.5,Ideal,I,SI1,64.2,59.0,8736.0,7.13,7.1,4.57 +9702,0.32,Ideal,D,SI1,62.7,54.0,589.0,4.35,4.39,2.74 +45617,0.55,Very Good,D,SI1,60.7,58.0,1692.0,5.24,5.3,3.2 +40475,0.38,Premium,D,VS1,61.2,58.0,1140.0,4.68,4.63,2.85 +23358,0.3,Ideal,G,SI1,62.1,53.0,422.0,4.32,4.37,2.7 +3360,0.6,Ideal,D,VVS2,61.9,55.0,3382.0,5.41,5.45,3.36 +18676,1.34,Very Good,H,SI1,62.4,58.0,7636.0,6.98,7.02,4.37 +28339,0.33,Premium,G,VS1,62.2,58.0,666.0,4.39,4.42,2.74 +33031,0.3,Ideal,D,VVS2,62.2,55.0,814.0,4.32,4.33,2.69 +53081,0.7,Good,H,VVS2,60.5,62.0,2611.0,5.66,5.74,3.45 +44753,0.51,Premium,D,SI1,62.2,58.0,1619.0,5.13,5.06,3.17 +33277,0.28,Ideal,H,VS1,62.2,54.0,462.0,4.19,4.23,2.62 +10638,1.01,Ideal,E,SI2,61.9,56.0,4832.0,6.43,6.46,3.99 +13208,1.21,Very Good,I,SI1,60.6,56.0,5457.0,6.89,6.97,4.2 +11847,1.05,Ideal,I,VS1,61.5,55.0,5101.0,6.56,6.61,4.05 +31488,0.34,Ideal,G,VS2,61.0,57.0,765.0,4.5,4.48,2.74 +20367,1.28,Ideal,H,VVS1,61.7,55.0,8759.0,6.97,7.01,4.31 +52737,0.71,Very Good,H,VS1,62.7,57.0,2559.0,5.66,5.72,3.57 +53413,0.77,Very Good,G,SI1,63.0,59.0,2670.0,5.82,5.84,3.67 +50459,0.7,Premium,J,IF,60.5,59.0,2264.0,5.73,5.67,3.45 +49317,0.32,Premium,G,SI2,61.6,59.0,540.0,4.38,4.35,2.69 +23109,1.1,Ideal,D,VVS2,62.0,57.0,11132.0,6.57,6.62,4.09 +2746,1.0,Fair,H,SI2,66.5,62.0,3248.0,6.19,6.1,4.09 +34461,0.31,Ideal,E,VVS1,61.1,56.0,865.0,4.38,4.42,2.69 +14087,1.22,Ideal,G,SI2,59.6,56.0,5714.0,7.05,7.02,4.19 +53380,0.73,Ideal,E,SI1,60.1,56.0,2661.0,5.91,5.87,3.54 +20224,1.53,Very Good,E,SI2,63.1,59.0,8654.0,7.38,7.21,4.61 +44989,0.31,Premium,J,VS1,61.8,59.0,523.0,4.33,4.31,2.67 +5701,0.3,Very Good,D,SI2,63.4,56.0,574.0,4.29,4.26,2.71 +36151,0.33,Ideal,E,VS2,61.5,57.0,928.0,4.47,4.41,2.73 +43028,0.42,Ideal,E,VS1,60.9,57.0,1372.0,4.83,4.86,2.95 +34343,0.3,Ideal,E,VVS1,62.5,56.0,862.0,4.28,4.3,2.68 +5624,1.03,Fair,E,SI2,65.3,59.0,3876.0,6.3,6.25,4.1 +17300,1.22,Premium,F,SI1,62.5,59.0,6932.0,6.78,6.83,4.25 +51639,0.31,Ideal,G,VS2,61.6,54.0,544.0,4.39,4.41,2.71 +941,0.73,Ideal,E,SI1,61.4,56.0,2886.0,5.79,5.81,3.56 +25796,1.51,Ideal,G,VS1,60.8,57.0,14779.0,7.37,7.44,4.5 +45027,0.54,Ideal,G,VS2,60.4,57.0,1637.0,5.33,5.26,3.2 +53242,0.59,Ideal,E,VVS2,62.0,55.0,2643.0,5.36,5.41,3.34 +2772,0.7,Ideal,G,VS2,61.9,56.0,3253.0,5.68,5.7,3.52 +17903,1.63,Ideal,F,I1,62.0,55.0,7229.0,7.57,7.5,4.68 +42959,0.3,Good,J,VS1,63.6,52.0,506.0,4.29,4.27,2.72 +11697,1.25,Ideal,J,VS2,62.6,54.0,5067.0,6.94,6.9,4.33 +40223,0.4,Very Good,G,VVS1,60.9,57.0,1123.0,4.76,4.8,2.91 +35983,0.31,Ideal,F,VVS1,62.4,55.0,921.0,4.32,4.34,2.7 +33222,0.36,Ideal,G,VVS2,62.3,56.0,821.0,4.53,4.56,2.83 +22705,0.34,Ideal,F,SI1,59.4,57.0,630.0,4.58,4.54,2.71 +51162,0.71,Ideal,G,SI1,61.5,57.0,2345.0,5.74,5.78,3.54 +37418,0.47,Ideal,J,SI1,60.6,54.0,983.0,5.04,5.0,3.09 +33481,0.32,Premium,F,VS2,60.6,59.0,828.0,4.44,4.4,2.68 +10570,0.94,Premium,D,SI1,60.7,60.0,4817.0,6.32,6.27,3.82 +23900,1.31,Ideal,G,VS1,61.6,57.0,12008.0,6.99,7.04,4.32 +29993,0.43,Ideal,D,SI2,62.6,56.0,716.0,4.84,4.88,3.04 +36357,0.34,Very Good,F,VVS1,61.0,56.0,939.0,4.52,4.53,2.76 +41272,0.28,Ideal,I,VS2,62.4,56.0,503.0,4.19,4.22,2.62 +49079,0.74,Fair,G,SI1,64.8,59.0,2060.0,5.63,5.6,3.64 +45203,0.51,Premium,E,VS2,61.0,60.0,1656.0,5.12,5.17,3.14 +9,0.22,Fair,E,VS2,65.1,61.0,337.0,3.87,3.78,2.49 +2100,0.93,Ideal,G,SI2,61.0,54.0,3114.0,6.35,6.32,3.87 +43741,0.51,Ideal,G,VS2,61.7,57.0,1438.0,5.12,5.15,3.17 +7843,1.02,Very Good,H,SI2,59.7,58.0,4303.0,6.53,6.57,3.91 +42528,0.4,Ideal,F,VVS1,60.7,56.0,1323.0,4.79,4.77,2.9 +13104,1.1,Ideal,H,SI1,61.4,55.0,5424.0,6.68,6.7,4.11 +12371,0.26,Ideal,E,VVS2,60.7,56.0,597.0,4.13,4.17,2.52 +53866,0.7,Very Good,F,VS2,61.7,60.0,2744.0,5.63,5.65,3.48 +15934,1.25,Ideal,G,SI2,61.1,55.0,6371.0,6.95,6.99,4.26 +49316,0.32,Ideal,G,SI2,63.0,56.0,540.0,4.35,4.32,2.73 +35321,0.31,Very Good,F,VVS1,62.4,60.0,897.0,4.28,4.31,2.68 +37379,0.4,Very Good,F,VS1,61.5,59.0,982.0,4.71,4.76,2.91 +25620,2.06,Premium,I,SI1,60.9,61.0,14488.0,8.32,8.16,4.99 +35847,0.37,Ideal,G,VVS2,61.9,54.0,917.0,4.63,4.67,2.88 +28273,0.23,Very Good,D,VS2,62.7,58.0,362.0,3.86,3.89,2.43 +40200,0.52,Premium,G,SI2,59.2,60.0,1121.0,5.29,5.21,3.11 +6885,1.2,Premium,I,VS2,61.3,60.0,4131.0,6.79,6.75,4.15 +1485,0.74,Ideal,D,SI1,61.5,56.0,2987.0,5.8,5.84,3.58 +37839,0.33,Ideal,D,VS2,62.1,54.0,1002.0,4.46,4.43,2.76 +46762,0.54,Ideal,G,VVS2,62.6,57.0,1801.0,5.19,5.23,3.26 +45334,0.51,Premium,E,VS2,62.5,59.0,1662.0,5.09,5.08,3.18 +40602,0.23,Very Good,F,VVS2,61.7,55.0,498.0,3.99,4.05,2.48 +46320,0.3,Ideal,H,VS1,61.4,54.0,526.0,4.33,4.37,2.67 +46148,0.5,Premium,G,VS1,60.7,60.0,1746.0,5.12,5.09,3.1 +23019,0.4,Ideal,F,I1,63.3,60.0,630.0,4.68,4.64,2.95 +34408,0.3,Ideal,G,IF,61.3,55.0,863.0,4.33,4.35,2.66 +40183,0.51,Good,H,SI1,63.4,57.0,1119.0,5.06,5.09,3.22 +40553,0.41,Ideal,F,IF,62.2,54.0,1151.0,4.76,4.79,2.97 +29366,0.31,Premium,G,VS2,62.6,57.0,698.0,4.32,4.3,2.7 +24341,2.01,Ideal,J,SI1,62.3,57.0,12607.0,8.05,7.99,5.0 +14229,1.04,Premium,E,SI1,59.6,59.0,5766.0,6.59,6.56,3.92 +7038,0.59,Ideal,D,IF,60.7,58.0,4161.0,5.45,5.49,3.32 +49663,0.71,Ideal,I,VS2,61.0,58.0,2141.0,5.77,5.81,3.53 +52465,0.7,Ideal,F,SI1,61.1,57.0,2516.0,5.75,5.71,3.5 +18943,1.21,Very Good,H,VS1,62.8,54.4,7786.0,6.78,6.81,4.26 +31941,0.3,Ideal,F,VS2,61.1,56.0,776.0,4.33,4.31,2.64 +27140,1.21,Ideal,E,IF,61.8,56.0,17353.0,6.81,6.88,4.23 +31817,0.31,Ideal,F,VVS2,61.5,56.0,775.0,4.35,4.37,2.68 +24445,1.91,Ideal,G,SI2,62.2,55.0,12700.0,7.9,7.94,4.93 +8933,1.01,Premium,F,SI2,61.6,58.0,4497.0,6.4,6.39,3.94 +49291,0.26,Very Good,E,VVS1,61.8,59.0,539.0,4.11,4.14,2.55 +25534,1.5,Premium,F,VS2,61.0,58.0,14352.0,7.37,7.31,4.48 +26132,1.51,Good,G,VVS1,57.9,62.0,15420.0,7.54,7.53,4.36 +15569,1.01,Premium,F,VS2,62.3,58.0,6244.0,6.34,6.4,3.97 +3887,0.91,Good,H,SI1,63.9,60.0,3485.0,6.08,6.13,3.9 +4578,0.9,Very Good,G,SI1,63.5,59.0,3649.0,6.07,6.11,3.87 +16300,1.01,Very Good,E,VS2,62.2,58.0,6522.0,6.36,6.41,3.97 +25752,1.52,Ideal,G,VS2,61.4,56.0,14692.0,7.39,7.47,4.56 +14158,1.03,Premium,H,VS1,61.2,58.0,5744.0,6.52,6.55,4.0 +44726,0.47,Very Good,F,VVS2,62.1,56.0,1616.0,4.96,4.99,3.09 +8282,0.9,Good,G,VVS1,64.0,55.0,4382.0,6.05,6.02,3.86 +39652,0.4,Ideal,G,VS1,61.4,55.0,1087.0,4.77,4.78,2.93 +25260,1.67,Ideal,H,VS1,61.8,55.9,13887.0,7.57,7.6,4.69 +46331,0.51,Premium,E,VS1,61.8,58.0,1758.0,5.13,5.09,3.16 +4891,0.71,Premium,D,VS1,59.2,59.0,3718.0,5.9,5.85,3.48 +48124,0.54,Good,D,VS1,63.2,56.0,1939.0,5.21,5.23,3.3 +7174,0.65,Ideal,E,IF,62.3,56.0,4184.0,5.52,5.56,3.45 +22338,1.1,Premium,E,VVS2,60.1,58.0,10387.0,6.69,6.76,4.04 +36900,0.41,Very Good,E,VS2,62.5,56.0,960.0,4.75,4.79,2.98 +35042,0.32,Ideal,E,VVS2,61.1,55.0,883.0,4.41,4.46,2.71 +13071,1.24,Ideal,J,VS2,61.7,55.0,5412.0,6.91,6.96,4.28 +11569,1.03,Ideal,G,SI1,60.9,57.0,5037.0,6.54,6.5,3.97 +12781,1.03,Ideal,E,SI1,62.0,57.0,5330.0,6.47,6.44,4.0 +26852,2.01,Premium,I,VS2,61.0,61.0,16778.0,8.15,7.99,4.92 +26886,2.42,Ideal,H,SI2,62.3,57.0,16826.0,8.62,8.55,5.35 +14597,1.24,Premium,I,VS2,60.1,59.0,5889.0,7.02,6.95,4.2 +30682,0.4,Ideal,E,SI1,61.2,57.0,737.0,4.7,4.74,2.89 +17938,1.61,Premium,J,SI2,62.2,59.0,7245.0,7.52,7.47,4.66 +29074,0.28,Very Good,E,IF,59.6,55.0,688.0,4.24,4.31,2.55 +6492,1.25,Very Good,H,SI2,63.5,57.0,4060.0,6.73,6.65,4.25 +48586,0.54,Ideal,D,VS2,61.1,57.0,1993.0,5.29,5.19,3.2 +41282,0.58,Ideal,F,SI2,60.9,57.0,1209.0,5.4,5.44,3.3 +38583,0.4,Premium,G,VS1,60.0,57.0,1035.0,4.83,4.74,2.87 +29403,0.34,Ideal,F,VS2,60.8,57.0,699.0,4.51,4.54,2.75 +16029,0.3,Very Good,I,VS1,63.4,54.0,608.0,4.32,4.29,2.73 +22766,1.04,Ideal,F,IF,61.8,55.0,10787.0,6.49,6.56,4.03 +40324,0.42,Ideal,H,IF,61.6,56.0,1126.0,4.84,4.87,2.99 +20380,0.31,Ideal,F,VS2,62.6,57.0,625.0,4.29,4.33,2.7 +32906,0.33,Ideal,F,VVS2,62.2,56.0,810.0,4.43,4.45,2.76 +35463,0.31,Ideal,F,IF,61.1,55.0,901.0,4.41,4.43,2.7 +44553,0.55,Ideal,G,SI1,61.7,55.0,1605.0,5.25,5.28,3.25 +13352,0.27,Very Good,D,VS2,63.0,57.0,419.0,4.06,4.1,2.57 +44687,0.73,Premium,G,SI2,61.2,56.0,1610.0,5.76,5.67,3.5 +15348,1.0,Premium,G,VS2,61.9,58.0,6160.0,6.45,6.41,3.98 +33247,0.36,Very Good,F,VS1,59.9,58.6,825.0,4.62,4.66,2.77 +26133,1.51,Premium,G,VVS1,62.2,58.0,15420.0,7.33,7.3,4.55 +25359,0.31,Very Good,G,VVS1,59.6,59.0,642.0,4.4,4.42,2.63 +23531,1.23,Premium,F,VVS2,61.6,59.0,11534.0,6.9,6.8,4.22 +35322,0.31,Very Good,F,VVS1,61.8,59.0,897.0,4.33,4.35,2.68 +39027,0.43,Very Good,G,VVS2,62.2,55.0,1056.0,4.81,4.84,3.0 +7622,1.0,Ideal,H,SI2,61.2,57.0,4260.0,6.42,6.45,3.94 +2503,0.83,Ideal,F,SI1,62.1,55.0,3198.0,6.05,6.0,3.74 +41963,0.23,Very Good,E,VVS2,61.6,57.0,505.0,3.95,3.97,2.44 +25711,2.11,Premium,I,SI2,58.4,62.0,14615.0,8.43,8.39,4.91 +39511,0.32,Ideal,E,VVS2,62.3,56.0,1080.0,4.4,4.37,2.73 +18783,1.06,Premium,D,VS2,62.3,59.0,7679.0,6.52,6.48,4.05 +45418,0.55,Ideal,E,SI1,60.6,56.0,1668.0,5.33,5.3,3.22 +2660,0.8,Very Good,H,VS2,63.1,57.0,3235.0,5.87,5.92,3.72 +15257,1.29,Very Good,D,SI2,61.9,58.0,6126.0,6.99,7.03,4.34 +8182,1.07,Premium,F,SI2,61.7,58.0,4366.0,6.55,6.58,4.05 +50436,0.76,Premium,J,VS1,61.1,58.0,2262.0,5.91,5.85,3.59 +23952,1.51,Premium,G,VS1,63.0,59.0,12085.0,7.24,7.19,4.55 +41514,0.44,Ideal,G,VVS1,61.8,55.0,1235.0,4.86,4.91,3.02 +50777,0.52,Ideal,D,VVS2,61.4,56.0,2302.0,5.23,5.2,3.2 +23446,1.51,Ideal,H,VS2,62.2,57.0,11435.0,7.29,7.33,4.55 +29597,0.35,Ideal,G,VS1,62.6,54.0,706.0,4.52,4.56,2.84 +44020,0.51,Premium,E,SI1,61.3,54.0,1546.0,5.18,5.13,3.16 +45519,0.53,Ideal,F,VS2,62.3,55.0,1683.0,5.2,5.17,3.23 +19353,0.3,Ideal,E,VS2,62.2,57.0,622.0,4.26,4.32,2.67 +38548,0.34,Ideal,D,VS2,62.0,55.0,1033.0,4.48,4.45,2.77 +15133,1.25,Ideal,J,VVS2,61.1,57.0,6084.0,6.94,6.91,4.23 +25738,2.32,Premium,J,SI2,62.5,58.0,14666.0,8.47,8.43,5.28 +20831,1.52,Ideal,F,SI2,61.2,57.0,9057.0,7.45,7.39,4.54 +18907,1.11,Ideal,G,VS1,62.6,57.0,7758.0,6.64,6.59,4.14 +48576,0.56,Ideal,G,VVS1,61.7,57.0,1993.0,5.29,5.31,3.27 +30506,0.31,Ideal,D,SI1,62.4,56.0,732.0,4.35,4.31,2.7 +40898,0.41,Ideal,D,VS2,59.7,57.0,1177.0,4.87,4.84,2.9 +755,0.9,Very Good,G,SI2,63.1,58.0,2857.0,6.08,6.02,3.82 +5585,1.12,Very Good,E,SI2,60.9,63.0,3864.0,6.65,6.59,4.03 +7396,0.33,Premium,E,SI1,60.9,58.0,579.0,4.46,4.5,2.73 +5229,1.02,Ideal,I,SI2,60.7,57.0,3786.0,6.54,6.57,3.98 +39153,0.5,Ideal,D,SI2,61.3,54.0,1063.0,5.11,5.03,3.11 +6779,0.91,Good,D,SI1,63.1,61.0,4113.0,6.1,6.16,3.87 +459,0.71,Ideal,E,SI1,61.3,55.0,2817.0,5.77,5.72,3.52 +37586,0.32,Ideal,F,VVS1,62.1,56.0,990.0,4.43,4.39,2.74 +20576,1.58,Premium,H,SI2,60.4,58.0,8887.0,7.6,7.52,4.57 +20770,1.12,Ideal,F,VS1,61.8,56.0,9007.0,6.67,6.69,4.13 +45423,0.55,Ideal,E,SI1,61.4,55.0,1668.0,5.29,5.26,3.24 +23443,1.42,Premium,G,VS1,62.1,56.0,11434.0,7.27,7.22,4.5 +20888,1.51,Very Good,H,SI2,62.3,58.0,9107.0,7.31,7.35,4.57 +43780,0.4,Ideal,D,VVS1,60.3,57.0,1441.0,4.81,4.78,2.89 +16512,1.02,Premium,F,VS2,61.3,58.0,6597.0,6.54,6.42,3.97 +49679,0.53,Ideal,E,VS1,61.4,56.0,2143.0,5.21,5.25,3.21 +42408,0.52,Very Good,I,VS1,61.0,58.0,1310.0,5.18,5.22,3.17 +22407,1.71,Very Good,J,VS1,61.9,59.0,10428.0,7.6,7.69,4.73 +19809,1.01,Very Good,G,VVS1,61.8,59.0,8373.0,6.47,6.41,3.98 +8965,1.03,Premium,F,SI2,60.7,60.0,4503.0,6.47,6.52,3.94 +11264,1.16,Ideal,G,SI2,61.9,56.0,4969.0,6.77,6.73,4.18 +36229,0.38,Very Good,D,VS2,60.9,58.0,933.0,4.63,4.67,2.83 +48242,0.5,Fair,E,VS1,56.1,64.0,1950.0,5.31,5.28,2.97 +47112,0.7,Premium,J,SI1,61.3,59.0,1827.0,5.75,5.73,3.52 +33744,0.31,Ideal,F,VVS1,61.4,56.0,840.0,4.37,4.4,2.69 +37803,0.43,Good,H,VVS1,60.0,61.0,1000.0,4.91,4.93,2.95 +5245,1.23,Ideal,G,SI2,61.6,55.0,3788.0,6.91,6.88,4.25 +45047,0.51,Very Good,E,VS2,61.8,58.0,1640.0,5.13,5.07,3.15 +39932,0.34,Ideal,F,SI1,59.4,57.0,491.0,4.54,4.58,2.71 +47179,0.51,Ideal,F,VS1,61.7,54.0,1836.0,5.17,5.14,3.18 +49570,0.71,Good,H,SI1,58.3,61.0,2131.0,5.84,5.79,3.39 +17232,1.04,Premium,G,VVS1,58.2,60.0,6890.0,6.71,6.66,3.89 +810,0.71,Premium,D,SI1,61.7,56.0,2863.0,5.8,5.68,3.54 +50413,0.73,Ideal,J,VS2,62.0,56.0,2258.0,5.76,5.79,3.58 +7037,0.9,Ideal,G,SI1,61.9,55.0,4161.0,6.18,6.23,3.84 +39349,0.54,Ideal,H,SI2,61.6,56.0,1073.0,5.25,5.28,3.24 +26128,2.28,Premium,H,SI2,62.5,58.0,15413.0,8.39,8.33,5.23 +17989,1.11,Ideal,F,VS2,60.4,58.0,7275.0,6.73,6.66,4.04 +5314,0.74,Ideal,H,VVS1,61.1,56.0,3804.0,5.84,5.91,3.59 +9493,1.05,Good,H,SI1,63.1,60.0,4608.0,6.42,6.49,4.07 +43987,0.26,Ideal,G,SI1,62.0,54.0,394.0,4.08,4.11,2.54 +42857,0.41,Premium,D,VVS2,62.5,58.0,1356.0,4.75,4.72,2.96 +49456,0.51,Ideal,G,VVS1,62.6,57.0,2111.0,5.14,5.08,3.2 +32345,0.3,Very Good,G,VVS1,60.6,61.0,789.0,4.33,4.35,2.63 +22574,1.51,Premium,I,VVS2,61.1,60.0,10623.0,7.33,7.36,4.49 +25461,3.01,Premium,G,SI2,59.8,58.0,14220.0,9.44,9.37,5.62 +41979,0.55,Ideal,F,SI2,62.3,57.0,1263.0,5.27,5.22,3.27 +39199,0.43,Premium,D,SI1,61.2,58.0,1064.0,4.87,4.83,2.97 +16797,1.22,Premium,G,SI1,63.0,57.0,6695.0,6.84,6.74,4.28 +18846,1.03,Ideal,G,VS2,61.1,57.0,7726.0,6.51,6.54,3.99 +10819,1.0,Very Good,D,SI2,62.6,57.0,4867.0,6.37,6.4,4.0 +33195,0.3,Premium,H,VVS1,61.1,61.0,819.0,4.3,4.27,2.62 +2839,0.96,Premium,J,SI1,60.3,59.0,3269.0,6.4,6.36,3.85 +5241,0.92,Premium,F,SI2,62.1,59.0,3787.0,6.26,6.21,3.87 +31456,0.34,Premium,E,SI1,59.6,57.0,765.0,4.61,4.52,2.72 +31230,0.31,Ideal,E,VS2,62.0,56.0,756.0,4.38,4.36,2.71 +12866,1.12,Ideal,H,SI1,62.0,57.0,5363.0,6.69,6.64,4.13 +51816,0.72,Premium,H,VS2,61.6,57.0,2418.0,5.84,5.78,3.58 +939,0.8,Fair,E,SI1,56.3,63.0,2885.0,6.22,6.14,3.48 +40110,0.32,Ideal,D,VS1,60.9,57.0,1114.0,4.48,4.45,2.72 +19256,1.24,Ideal,G,VVS2,61.9,56.0,7986.0,6.87,6.83,4.24 +27095,2.52,Ideal,I,SI1,61.5,56.0,17231.0,8.76,8.69,5.37 +41225,0.43,Premium,G,VVS1,60.9,58.0,1207.0,4.88,4.91,2.98 +22515,1.66,Premium,E,SI2,62.6,58.0,10553.0,7.53,7.48,4.7 +8435,1.08,Premium,F,SI2,60.2,59.0,4407.0,6.6,6.65,3.99 +18160,1.31,Premium,G,SI1,62.2,56.0,7358.0,7.02,6.97,4.35 +30719,0.35,Fair,E,VVS2,66.2,61.0,738.0,4.4,4.36,2.9 +36837,0.37,Premium,H,VVS2,61.3,58.0,957.0,4.63,4.6,2.83 +35137,0.39,Ideal,E,VS1,59.9,57.0,889.0,4.78,4.8,2.87 +36334,0.32,Premium,G,VVS2,61.7,59.0,936.0,4.41,4.37,2.71 +3403,0.27,Premium,D,VS2,59.6,61.0,567.0,4.26,4.23,2.53 +14558,1.0,Premium,D,SI1,60.3,59.0,5880.0,6.47,6.44,3.89 +47632,0.56,Ideal,H,VVS1,62.3,55.0,1882.0,5.3,5.26,3.29 +34810,0.31,Ideal,F,VVS1,60.7,56.0,878.0,4.4,4.37,2.66 +5812,0.91,Premium,E,SI1,61.5,60.0,3911.0,6.19,6.24,3.82 +13192,1.07,Premium,G,SI1,61.6,58.0,5453.0,6.6,6.56,4.05 +12540,1.5,Fair,J,SI2,65.5,60.0,5268.0,7.07,7.03,4.62 +21780,1.57,Premium,I,VS2,62.5,58.0,9847.0,7.5,7.42,4.66 +41723,0.5,Very Good,D,SI2,63.2,56.0,1243.0,5.05,5.01,3.18 +12503,1.09,Premium,D,SI2,61.2,60.0,5258.0,6.64,6.6,4.05 +24660,1.52,Very Good,E,VS2,60.3,59.0,13001.0,7.43,7.52,4.51 +32761,0.34,Premium,I,VVS1,62.4,59.0,803.0,4.44,4.4,2.76 +44122,0.5,Ideal,E,VS2,62.3,57.0,1559.0,5.04,5.08,3.15 +53325,0.78,Ideal,I,VS2,59.8,58.0,2652.0,5.98,6.02,3.59 +22402,1.5,Good,G,SI1,63.7,59.0,10428.0,7.19,7.23,4.59 +14159,1.31,Premium,I,SI2,59.1,59.0,5744.0,7.2,7.15,4.24 +19517,1.09,Ideal,G,VVS2,62.0,54.8,8149.0,6.6,6.63,4.1 +361,0.82,Good,G,VS2,64.0,57.0,2805.0,5.92,5.89,3.78 +510,0.7,Ideal,D,SI1,61.4,54.0,2822.0,5.75,5.71,3.52 +51167,0.71,Very Good,F,SI1,62.1,59.0,2346.0,5.64,5.73,3.53 +42572,0.38,Premium,E,VVS1,61.9,58.0,1327.0,4.66,4.62,2.87 +24312,2.0,Good,I,SI1,63.9,57.0,12554.0,8.01,7.91,5.09 +25709,0.35,Ideal,D,SI1,62.7,56.0,644.0,4.49,4.51,2.82 +13842,1.23,Ideal,H,SI2,61.4,54.0,5641.0,6.95,6.94,4.26 +20577,1.71,Premium,J,VS2,60.3,61.0,8887.0,7.74,7.69,4.65 +30679,0.4,Premium,E,SI1,60.1,59.0,737.0,4.76,4.82,2.88 +8564,1.01,Very Good,G,SI2,59.3,61.0,4435.0,6.56,6.52,3.88 +19850,1.5,Very Good,I,SI1,63.1,54.0,8408.0,7.34,7.31,4.62 +31036,0.31,Good,F,VS2,63.7,59.0,749.0,4.31,4.26,2.73 +34411,0.3,Ideal,G,IF,62.3,56.0,863.0,4.31,4.32,2.69 +52106,0.47,Ideal,D,VVS1,62.1,55.0,2460.0,4.98,5.01,3.1 +36639,0.33,Very Good,D,VVS1,61.2,59.0,948.0,4.4,4.43,2.7 +28869,0.37,Ideal,H,SI1,59.7,56.0,684.0,4.71,4.67,2.8 +35679,0.41,Very Good,E,VS2,63.3,56.0,910.0,4.71,4.74,2.99 +19088,1.02,Good,G,VVS1,63.6,58.0,7861.0,6.37,6.4,4.06 +48568,0.59,Premium,G,VS1,62.5,53.0,1991.0,5.46,5.35,3.38 +48294,0.54,Ideal,G,VS1,61.0,57.0,1957.0,5.25,5.28,3.21 +48004,0.52,Ideal,D,VS2,61.8,56.0,1919.0,5.17,5.15,3.19 +53440,0.73,Good,H,VS1,64.1,58.8,2673.0,5.63,5.67,3.62 +31144,0.41,Very Good,F,SI1,62.6,55.0,755.0,4.74,4.78,2.98 +9447,0.9,Ideal,F,SI2,62.4,55.0,4593.0,6.17,6.2,3.86 +22537,1.51,Ideal,I,VS1,61.6,56.0,10576.0,7.37,7.43,4.56 +51670,0.7,Ideal,F,SI2,62.1,57.0,2398.0,5.65,5.69,3.52 +11532,1.05,Ideal,H,SI1,62.5,56.0,5027.0,6.52,6.43,4.05 +397,0.3,Premium,H,SI1,60.9,59.0,554.0,4.31,4.29,2.62 +35512,0.41,Good,E,SI1,63.6,56.0,904.0,4.73,4.7,3.0 +3532,0.91,Good,D,SI2,64.1,62.0,3408.0,6.01,6.06,3.87 +36201,0.35,Ideal,H,IF,60.8,56.0,931.0,4.61,4.63,2.81 +51769,0.7,Ideal,F,SI1,62.1,55.0,2409.0,5.68,5.72,3.54 +3261,0.93,Fair,G,SI1,64.4,57.0,3358.0,6.14,6.09,3.94 +13956,1.16,Very Good,G,SI1,60.7,59.0,5678.0,6.74,6.87,4.13 +44809,0.5,Ideal,E,VS2,60.0,57.0,1624.0,5.12,5.15,3.08 +7150,1.28,Ideal,F,SI2,59.7,57.0,4179.0,7.12,7.06,4.23 +53277,0.71,Ideal,G,SI1,61.6,56.0,2649.0,5.73,5.76,3.54 +38913,0.33,Good,G,IF,57.9,60.0,1052.0,4.57,4.55,2.64 +17061,0.32,Premium,G,SI1,62.0,55.0,612.0,4.43,4.41,2.74 +33865,0.3,Ideal,E,VS2,62.1,55.0,844.0,4.35,4.32,2.69 +13874,1.14,Premium,G,SI1,62.3,59.0,5650.0,6.69,6.66,4.16 +19425,1.55,Good,J,VS1,62.3,56.0,8076.0,7.44,7.52,4.66 +52791,0.6,Ideal,H,VVS1,61.0,56.0,2568.0,5.44,5.47,3.33 +29075,0.32,Ideal,F,VS2,61.9,57.0,688.0,4.36,4.37,2.71 +25228,1.51,Premium,G,VVS2,62.9,60.0,13828.0,7.3,7.21,4.56 +4073,0.31,Good,D,SI1,63.5,56.0,571.0,4.29,4.31,2.73 +21955,1.51,Premium,G,SI1,59.7,58.0,10020.0,7.5,7.45,4.46 +4402,0.31,Ideal,D,SI1,61.2,55.0,571.0,4.37,4.49,2.71 +31768,0.32,Ideal,G,VS1,60.7,56.0,773.0,4.46,4.43,2.7 +35083,0.39,Ideal,F,SI1,61.8,55.0,886.0,4.7,4.72,2.91 +16860,1.22,Ideal,H,SI1,62.2,54.0,6727.0,6.83,6.86,4.26 +12948,1.11,Ideal,H,SI1,62.7,56.0,5386.0,6.65,6.59,4.15 +20917,1.03,Ideal,F,VVS2,61.9,53.0,9131.0,6.52,6.54,4.04 +23347,0.3,Ideal,G,SI2,61.9,57.0,422.0,4.28,4.31,2.66 +1667,0.75,Good,D,SI1,63.6,58.0,3024.0,5.77,5.65,3.63 +34966,0.23,Very Good,F,VVS2,60.8,59.0,472.0,3.97,3.99,2.42 +44659,0.35,Ideal,D,SI2,61.8,57.0,522.0,4.53,4.57,2.81 +8783,1.0,Premium,H,SI1,62.2,60.0,4469.0,6.45,6.34,3.98 +43452,0.5,Very Good,E,SI1,63.3,59.0,1415.0,5.03,4.99,3.17 +39878,0.35,Premium,G,VVS1,61.8,57.0,1103.0,4.53,4.5,2.79 +20878,2.02,Fair,J,SI2,67.5,59.0,9095.0,7.76,7.65,5.2 +28923,0.3,Ideal,H,VVS1,62.4,53.0,684.0,4.28,4.31,2.68 +93,0.7,Ideal,G,VS2,61.6,56.0,2757.0,5.7,5.67,3.5 +35218,0.3,Ideal,F,IF,60.9,56.0,892.0,4.32,4.35,2.64 +11724,0.34,Ideal,G,VS2,61.1,55.0,596.0,4.52,4.55,2.77 +4409,0.31,Ideal,I,VVS1,62.1,56.0,571.0,4.35,4.38,2.71 +27459,2.03,Very Good,E,SI2,58.8,59.0,18115.0,8.23,8.28,4.85 +51642,0.31,Good,G,VS2,63.1,58.0,544.0,4.3,4.35,2.73 +33630,0.33,Very Good,H,SI1,63.0,56.0,463.0,4.41,4.42,2.78 +18046,0.3,Very Good,E,VS2,62.6,62.0,614.0,4.21,4.25,2.65 +39055,0.38,Very Good,F,VS1,62.1,54.7,1058.0,4.63,4.66,2.89 +6769,0.91,Fair,D,VS2,65.7,58.0,4107.0,6.04,5.99,3.95 +7859,1.0,Good,H,VS2,63.6,57.0,4305.0,6.35,6.26,4.01 +3232,1.05,Premium,H,SI2,61.7,59.0,3352.0,6.59,6.53,4.05 +39271,0.24,Ideal,G,VS1,61.8,54.0,490.0,4.01,4.02,2.48 +42834,0.58,Ideal,D,SI2,63.4,57.0,1356.0,5.29,5.34,3.37 +8755,0.91,Very Good,D,SI1,63.2,59.0,4466.0,6.11,6.14,3.87 +36012,0.39,Ideal,F,SI1,62.5,55.0,921.0,4.68,4.63,2.91 +51229,0.7,Good,H,VS2,59.1,65.0,2352.0,5.85,5.75,3.43 +29467,0.32,Ideal,E,VS2,62.0,55.0,702.0,4.36,4.38,2.71 +31866,0.3,Premium,H,VVS2,61.0,61.0,776.0,4.32,4.3,2.63 +42483,0.59,Good,F,SI1,59.5,62.0,1318.0,5.45,5.5,3.26 +5128,0.92,Ideal,F,SI2,61.5,56.0,3763.0,6.27,6.32,3.87 +9365,0.32,Ideal,D,SI1,61.4,57.0,589.0,4.41,4.42,2.71 +23384,0.36,Very Good,E,SI1,60.8,59.0,631.0,4.56,4.59,2.78 +22359,0.31,Ideal,H,VS2,61.5,57.0,628.0,4.38,4.33,2.68 +52030,0.71,Very Good,I,VVS2,61.5,58.0,2448.0,5.73,5.81,3.55 +30148,0.32,Premium,E,SI1,61.6,56.0,720.0,4.41,4.39,2.71 +8122,1.18,Very Good,J,SI2,62.2,58.0,4353.0,6.74,6.79,4.21 +47753,0.54,Premium,D,VS2,60.9,58.0,1892.0,5.27,5.31,3.22 +25525,2.0,Very Good,H,SI2,61.0,57.0,14340.0,8.02,8.18,4.94 +3485,0.9,Premium,I,VS2,61.9,58.0,3398.0,6.18,6.23,3.84 +29534,0.3,Very Good,F,VS1,59.8,59.0,704.0,4.3,4.43,2.61 +35807,0.31,Ideal,F,IF,61.3,57.0,914.0,4.34,4.37,2.67 +46379,0.72,Fair,J,SI2,66.1,55.0,1762.0,5.51,5.56,3.66 +37939,0.3,Ideal,H,VS2,61.9,54.6,486.0,4.27,4.33,2.67 +5728,0.25,Very Good,D,VVS2,61.3,59.0,575.0,4.07,4.12,2.51 +13611,1.02,Ideal,H,VS1,62.2,56.0,5569.0,6.48,6.42,4.01 +42708,0.5,Good,F,VS2,65.3,57.0,1339.0,4.93,4.97,3.23 +17475,1.34,Ideal,I,VS1,62.2,57.0,7016.0,7.02,7.06,4.38 +40583,0.41,Premium,E,VS1,60.7,58.0,1153.0,4.83,4.79,2.92 +20523,1.2,Ideal,H,VS1,60.9,57.0,8852.0,6.87,6.9,4.19 +27000,2.53,Fair,H,SI2,64.6,59.0,17103.0,8.54,8.45,5.4 +26236,2.02,Very Good,H,SI2,62.7,59.0,15666.0,8.04,7.98,5.02 +18637,1.2,Good,G,VS2,63.3,58.0,7603.0,6.66,6.74,4.24 +24637,1.59,Ideal,H,VVS2,62.6,54.0,12971.0,7.43,7.47,4.67 +5672,0.91,Very Good,G,SI1,62.2,57.0,3884.0,6.12,6.17,3.82 +43742,0.51,Good,H,VS1,63.7,55.0,1438.0,5.07,5.1,3.24 +2914,0.94,Fair,H,SI1,68.4,53.0,3285.0,6.05,5.97,4.11 +7060,0.33,Premium,I,VVS2,61.0,58.0,579.0,4.42,4.46,2.71 +4511,1.02,Good,F,SI2,59.6,64.0,3633.0,6.58,6.55,3.91 +44768,0.53,Ideal,D,SI1,61.6,56.0,1621.0,5.2,5.23,3.21 +37639,0.4,Ideal,D,SI1,62.0,56.0,990.0,4.71,4.68,2.91 +14595,1.06,Premium,H,VS2,62.0,58.0,5889.0,6.57,6.5,4.05 +11690,1.29,Ideal,D,I1,61.3,56.0,5065.0,6.99,7.05,4.3 +3627,0.9,Premium,I,VS2,59.8,61.0,3431.0,6.22,6.13,3.69 +34703,0.31,Ideal,F,IF,62.2,56.0,874.0,4.31,4.34,2.69 +44050,0.51,Good,D,VS2,63.7,57.0,1549.0,5.0,5.05,3.2 +34603,0.27,Very Good,E,VS1,62.9,56.0,470.0,4.12,4.15,2.6 +20789,1.52,Premium,E,SI2,60.8,60.0,9028.0,7.36,7.42,4.49 +39031,0.36,Ideal,G,VVS1,60.9,55.0,1056.0,4.64,4.68,2.84 +8319,1.0,Very Good,E,SI2,63.3,55.0,4390.0,6.29,6.25,3.97 +201,0.7,Very Good,E,SI1,59.9,63.0,2777.0,5.76,5.7,3.43 +18976,1.21,Ideal,H,VS1,62.4,53.0,7811.0,6.83,6.86,4.27 +20708,0.31,Ideal,F,VS2,62.1,57.0,625.0,4.34,4.36,2.7 +40418,0.5,Ideal,J,VS1,61.4,58.0,1134.0,5.14,5.09,3.15 +5808,0.9,Very Good,G,VS2,59.0,58.0,3910.0,6.25,6.29,3.7 +13017,1.2,Very Good,I,SI1,62.2,55.0,5408.0,6.75,6.92,4.25 +3271,1.0,Good,I,SI1,64.3,57.0,3360.0,6.29,6.25,4.03 +15322,1.04,Good,G,VS1,58.9,64.0,6151.0,6.6,6.64,3.9 +25095,1.72,Good,F,SI1,64.3,60.0,13622.0,7.56,7.52,4.85 +30289,0.3,Premium,D,SI2,60.9,58.0,447.0,4.29,4.32,2.62 +40144,0.49,Very Good,F,SI1,62.5,57.0,1116.0,4.99,5.02,3.13 +32986,0.3,Ideal,E,VVS2,61.0,56.0,812.0,4.33,4.39,2.66 +42124,0.5,Ideal,H,VS2,62.3,54.0,1279.0,5.11,5.13,3.19 +14679,1.09,Ideal,F,SI1,62.0,56.0,5922.0,6.61,6.59,4.09 +43145,0.52,Very Good,H,VS2,61.4,55.0,1389.0,5.19,5.24,3.2 +31911,0.3,Ideal,G,VS1,62.6,57.0,776.0,4.29,4.27,2.68 +7046,1.02,Good,F,SI2,63.8,53.0,4162.0,6.37,6.46,4.09 +22063,1.82,Very Good,J,VS1,62.2,56.0,10090.0,7.83,7.96,4.91 +7994,1.01,Good,G,SI2,63.8,56.0,4327.0,6.32,6.28,4.02 +37228,0.4,Premium,E,VS2,61.9,59.0,975.0,4.75,4.72,2.93 +25075,1.5,Very Good,G,VS1,60.2,58.0,13596.0,7.38,7.41,4.45 +1146,0.77,Ideal,D,SI2,60.6,56.0,2922.0,5.95,5.9,3.59 +21924,1.54,Ideal,I,VS2,61.9,55.8,9998.0,7.38,7.43,4.58 +25319,2.13,Very Good,J,SI1,62.8,58.0,13996.0,8.13,8.17,5.12 +43892,0.32,Ideal,G,SI1,62.3,57.0,508.0,4.38,4.41,2.74 +51275,0.72,Ideal,F,SI2,62.0,57.0,2359.0,5.72,5.76,3.56 +2521,0.71,Very Good,D,VS2,59.7,55.0,3203.0,5.85,5.88,3.5 +20730,0.31,Good,G,VS1,63.2,56.0,625.0,4.29,4.32,2.72 +19579,1.54,Ideal,J,VS1,62.0,53.0,8207.0,7.41,7.49,4.62 +31538,0.3,Ideal,E,VVS2,61.9,59.0,766.0,4.27,4.3,2.65 +42060,0.56,Ideal,H,SI1,61.9,54.0,1270.0,5.3,5.33,3.29 +43260,0.55,Good,F,SI1,64.3,57.9,1400.0,5.16,5.21,3.33 +43625,0.38,Ideal,E,IF,62.7,55.0,1433.0,4.61,4.67,2.91 +26535,3.67,Premium,I,I1,62.4,56.0,16193.0,9.86,9.81,6.13 +52422,0.7,Premium,D,SI1,61.2,58.0,2512.0,5.74,5.7,3.5 +8937,1.01,Ideal,F,SI2,62.5,55.0,4497.0,6.4,6.39,4.0 +22834,1.02,Premium,E,VVS1,62.2,57.0,10867.0,6.59,6.4,4.04 +48394,0.5,Good,G,VVS1,60.0,62.0,1966.0,5.12,5.18,3.09 +35756,0.39,Very Good,G,VVS1,62.3,59.0,912.0,4.63,4.68,2.9 +5623,0.91,Very Good,E,SI2,62.8,59.0,3876.0,6.1,6.16,3.85 +20034,0.32,Premium,G,SI2,62.7,58.0,421.0,4.35,4.39,2.74 +10916,1.2,Ideal,I,SI2,59.6,61.0,4890.0,6.95,6.97,4.15 +31400,0.3,Ideal,G,VVS1,62.1,57.0,764.0,4.27,4.29,2.66 +2782,0.9,Very Good,H,SI2,64.1,59.0,3255.0,5.97,6.07,3.86 +23590,1.7,Ideal,H,VS2,62.3,57.0,11605.0,7.68,7.65,4.78 +47577,0.6,Premium,E,VS1,61.0,61.0,1875.0,5.46,5.39,3.31 +5908,0.81,Ideal,F,VS1,61.5,55.0,3933.0,6.01,5.96,3.68 +48662,0.73,Very Good,H,SI1,62.2,57.0,2001.0,5.77,5.8,3.6 +52144,0.7,Ideal,I,VS1,61.8,55.0,2469.0,5.67,5.72,3.52 +35207,0.33,Premium,I,IF,62.0,58.0,891.0,4.46,4.44,2.76 +12634,1.0,Premium,F,SI1,61.6,61.0,5292.0,6.37,6.3,3.9 +40883,0.38,Ideal,E,VVS2,61.9,57.0,1176.0,4.65,4.63,2.87 +29322,0.31,Ideal,H,VS1,62.2,57.0,698.0,4.37,4.34,2.71 +31836,0.34,Very Good,G,VVS2,61.4,59.0,775.0,4.47,4.52,2.76 +15998,1.35,Premium,G,SI2,58.4,59.0,6400.0,7.32,7.28,4.26 +2917,0.96,Very Good,I,SI2,62.7,58.0,3286.0,6.2,6.24,3.9 +4287,0.7,Ideal,E,VVS2,62.2,54.0,3585.0,5.68,5.74,3.55 +23539,2.0,Premium,G,SI2,61.4,59.0,11544.0,8.14,8.06,4.97 +19092,1.8,Ideal,D,SI2,62.9,54.0,7862.0,7.77,7.74,4.88 +39203,0.38,Premium,G,VVS1,61.3,57.0,1064.0,4.68,4.62,2.85 +22114,1.5,Very Good,G,SI1,63.1,59.0,10139.0,7.22,7.27,4.57 +17723,0.33,Very Good,H,VVS2,61.8,57.0,614.0,4.43,4.46,2.74 +5321,0.9,Very Good,D,SI2,61.0,59.0,3806.0,6.14,6.18,3.76 +40636,0.41,Premium,E,VS1,62.0,60.0,1153.0,4.78,4.74,2.95 +50396,0.59,Very Good,D,VS1,62.6,58.0,2254.0,5.34,5.39,3.36 +6592,1.19,Premium,G,SI2,62.4,59.0,4078.0,6.74,6.71,4.2 +9351,0.9,Ideal,H,VS2,59.9,57.0,4584.0,6.27,6.31,3.77 +33806,0.32,Premium,E,VVS2,61.5,58.0,842.0,4.36,4.42,2.7 +43938,0.3,Very Good,D,SI1,58.8,57.0,515.0,4.4,4.44,2.6 +43715,0.45,Good,G,IF,59.6,61.0,1437.0,5.0,5.04,2.99 +18921,1.2,Ideal,H,VS1,62.3,54.0,7768.0,6.78,6.86,4.25 +11754,1.08,Premium,H,SI1,62.6,58.0,5078.0,6.53,6.56,4.1 +37661,0.42,Premium,F,SI1,61.5,58.0,992.0,4.83,4.8,2.96 +20977,1.53,Ideal,I,VS2,61.7,57.0,9189.0,7.36,7.41,4.56 +44369,0.51,Ideal,F,SI1,61.5,55.0,1580.0,5.13,5.18,3.17 +15011,1.23,Ideal,H,SI1,62.3,57.0,6046.0,6.89,6.85,4.28 +43399,0.64,Fair,I,VS2,55.3,69.0,1411.0,5.85,5.69,3.19 +13041,0.36,Ideal,F,SI1,62.0,56.0,600.0,4.54,4.59,2.83 +24579,1.7,Very Good,H,VS2,62.8,58.0,12874.0,7.52,7.57,4.74 +2088,0.79,Premium,D,SI1,61.4,59.0,3112.0,5.89,5.96,3.64 +17042,0.3,Very Good,E,VS2,60.7,63.0,612.0,4.32,4.35,2.63 +32110,0.47,Ideal,H,SI2,62.4,53.0,782.0,4.98,5.02,3.12 +4384,0.31,Very Good,D,SI1,62.9,57.0,571.0,4.27,4.32,2.7 +47399,0.7,Premium,D,SI2,58.6,60.0,1848.0,5.89,5.78,3.42 +16343,1.0,Ideal,H,VVS1,61.5,59.0,6535.0,6.37,6.41,3.93 +34696,0.3,Ideal,F,IF,60.8,57.0,873.0,4.34,4.38,2.65 +12603,0.75,Ideal,F,VVS1,60.6,57.0,5288.0,5.88,5.94,3.59 +713,0.98,Fair,E,SI2,53.3,67.0,2855.0,6.82,6.74,3.61 +45790,0.54,Premium,E,VS2,60.0,58.0,1709.0,5.34,5.29,3.19 +51583,0.73,Very Good,H,SI1,59.5,58.0,2393.0,5.85,5.91,3.5 +15723,1.0,Premium,G,VS1,62.4,62.0,6290.0,6.37,6.33,3.96 +3715,0.84,Very Good,E,SI1,58.8,58.0,3453.0,6.16,6.28,3.66 +33869,0.3,Ideal,E,VS2,61.5,55.0,844.0,4.34,4.31,2.66 +6579,1.0,Fair,E,SI2,64.6,60.0,4077.0,6.23,6.18,4.01 +4498,0.9,Ideal,H,SI1,62.8,57.0,3629.0,6.16,6.14,3.86 +36659,0.3,Ideal,E,VVS2,61.4,55.0,949.0,4.33,4.36,2.67 +5387,0.3,Premium,G,SI1,58.8,60.0,574.0,4.39,4.35,2.57 +39679,0.7,Fair,F,I1,66.2,59.0,1087.0,5.59,5.4,3.65 +5608,0.9,Very Good,I,VVS1,63.4,57.0,3872.0,6.09,6.12,3.87 +52300,0.25,Very Good,F,IF,59.4,62.0,548.0,4.12,4.13,2.45 +36342,0.32,Ideal,G,VVS2,62.4,54.0,936.0,4.38,4.37,2.73 +21559,1.0,Good,F,IF,60.7,64.0,9660.0,6.42,6.4,3.89 +33474,0.32,Ideal,F,VS2,61.1,57.0,828.0,4.44,4.4,2.7 +1380,0.79,Ideal,H,VS2,62.0,56.0,2967.0,5.91,5.93,3.67 +3280,0.78,Ideal,F,SI1,61.3,56.0,3362.0,5.92,6.0,3.64 +18726,1.5,Fair,F,SI2,65.4,58.0,7644.0,7.17,7.1,4.67 +17252,1.09,Ideal,G,VS2,62.0,54.0,6905.0,6.61,6.65,4.11 +36762,0.51,Very Good,I,SI2,61.2,56.0,956.0,5.12,5.14,3.14 +30389,0.33,Ideal,H,VVS1,61.6,55.0,730.0,4.45,4.48,2.75 +8390,0.26,Very Good,E,VVS2,60.9,58.0,584.0,4.13,4.15,2.52 +29018,0.31,Ideal,G,VVS2,61.8,54.0,687.0,4.36,4.38,2.7 +12386,0.33,Ideal,G,VS2,61.3,57.0,598.0,4.45,4.49,2.74 +53776,0.81,Ideal,F,SI2,62.9,57.0,2726.0,5.97,5.93,3.74 +6080,1.02,Very Good,D,SI2,61.3,62.0,3971.0,6.42,6.46,3.95 +15319,1.22,Premium,I,VS2,60.6,58.0,6149.0,6.93,6.89,4.19 +13515,1.01,Premium,E,SI1,59.8,59.0,5543.0,6.52,6.48,3.89 +6552,1.01,Good,F,SI2,63.6,59.0,4072.0,6.38,6.34,4.04 +33098,0.29,Ideal,F,VVS1,61.7,55.0,815.0,4.25,4.28,2.63 +10920,1.03,Ideal,F,SI2,60.9,56.0,4891.0,6.56,6.51,3.98 +14508,1.09,Premium,H,VS1,60.2,59.0,5860.0,6.71,6.67,4.03 +12265,1.0,Premium,H,VS2,59.3,61.0,5208.0,6.47,6.45,3.83 +16759,1.2,Very Good,H,VVS1,63.3,56.0,6672.0,6.75,6.7,4.26 +43314,0.55,Ideal,H,VS2,62.5,54.0,1402.0,5.24,5.29,3.29 +49892,0.54,Ideal,G,IF,61.5,56.0,2177.0,5.28,5.25,3.24 +31436,0.3,Ideal,H,IF,62.0,57.0,764.0,4.26,4.29,2.65 +7960,1.0,Very Good,E,SI2,63.9,57.0,4321.0,6.24,6.27,4.0 +12356,1.04,Very Good,E,SI1,60.8,60.0,5231.0,6.49,6.56,3.97 +17113,1.01,Good,F,VS1,61.2,56.0,6825.0,6.42,6.49,3.95 +34350,0.33,Ideal,I,IF,61.2,56.0,862.0,4.46,4.49,2.74 +23732,1.36,Very Good,G,VVS2,60.8,60.0,11774.0,7.12,7.16,4.34 +51877,0.71,Premium,I,VVS2,61.9,60.0,2428.0,5.69,5.75,3.54 +46932,0.52,Premium,G,VS1,62.6,59.0,1815.0,5.11,5.08,3.19 +32769,0.34,Premium,D,SI1,59.8,61.0,803.0,4.53,4.5,2.7 +11747,1.06,Premium,H,SI1,61.0,58.0,5075.0,6.61,6.57,4.02 +20363,1.51,Very Good,I,SI1,63.0,59.0,8758.0,7.26,7.31,4.59 +46791,0.46,Good,F,IF,56.2,61.0,1806.0,5.16,5.24,2.92 +47891,0.74,Very Good,J,SI1,62.2,59.0,1913.0,5.74,5.81,3.59 +19687,0.32,Very Good,F,VS2,61.5,59.7,624.0,4.32,4.39,2.68 +34768,0.41,Ideal,E,SI2,62.8,57.0,876.0,4.73,4.7,2.96 +47328,0.23,Very Good,D,VVS2,62.0,58.0,530.0,3.94,3.96,2.45 +49051,0.7,Premium,G,SI2,58.1,60.0,2056.0,5.81,5.79,3.37 +34903,0.33,Ideal,F,VVS1,61.7,55.0,880.0,4.42,4.46,2.74 +31672,0.26,Very Good,E,VVS2,63.1,59.0,769.0,4.08,4.04,2.56 +11510,1.06,Ideal,H,SI1,62.1,56.0,5020.0,6.51,6.57,4.06 +47686,0.51,Premium,F,VVS2,61.2,59.0,1882.0,5.19,5.1,3.15 +19712,1.01,Premium,D,VS1,60.0,58.0,8286.0,6.6,6.54,3.94 +17803,1.0,Very Good,G,VVS2,63.0,56.0,7177.0,6.37,6.4,4.02 +8363,1.01,Very Good,E,SI1,61.0,56.0,4399.0,6.47,6.54,3.97 +474,0.72,Very Good,G,VS1,63.8,58.0,2819.0,5.64,5.68,3.61 +23277,1.56,Premium,F,SI1,60.1,60.0,11299.0,7.56,7.52,4.53 +4273,0.79,Premium,E,VS1,62.6,56.0,3583.0,5.92,5.87,3.69 +22962,1.37,Ideal,G,VS1,61.1,55.0,11009.0,7.2,7.16,4.39 +39413,0.41,Ideal,F,VS1,62.0,55.0,1076.0,4.81,4.77,2.97 +8664,1.04,Ideal,G,SI2,61.7,56.0,4455.0,6.57,6.52,4.04 +42240,0.54,Very Good,G,SI1,60.3,57.0,1292.0,5.24,5.4,3.21 +1688,0.71,Very Good,D,VS2,63.0,57.0,3033.0,5.67,5.7,3.58 +52852,0.67,Ideal,G,VVS1,62.4,55.0,2577.0,5.6,5.62,3.5 +6034,0.3,Very Good,E,VS2,62.1,62.0,575.0,4.21,4.26,2.63 +40746,0.41,Ideal,H,VS2,60.7,55.0,1163.0,4.83,4.86,2.94 +8116,1.01,Ideal,G,SI2,62.1,57.0,4350.0,6.48,6.44,4.01 +46250,0.53,Ideal,D,SI1,62.2,56.0,1753.0,5.23,5.19,3.24 +36258,0.34,Ideal,F,VVS1,62.9,56.0,935.0,4.45,4.48,2.81 +41187,0.39,Ideal,G,IF,61.6,56.0,1201.0,4.69,4.73,2.9 +20296,1.51,Ideal,H,SI2,62.1,57.0,8710.0,7.38,7.34,4.57 +2380,0.32,Premium,G,VS2,60.8,59.0,561.0,4.41,4.44,2.69 +15684,1.01,Very Good,F,VS2,63.7,56.0,6289.0,6.29,6.34,4.02 +49190,0.51,Ideal,E,VS1,61.8,55.0,2075.0,5.15,31.8,5.12 +3809,1.25,Good,I,SI2,60.5,64.0,3465.0,6.91,6.82,4.15 +33902,0.3,Ideal,E,VS2,62.3,57.0,844.0,4.3,4.27,2.67 +12883,1.02,Ideal,G,SI1,60.6,57.0,5367.0,6.49,6.52,3.94 +14172,1.01,Premium,E,SI1,61.0,59.0,5749.0,6.47,6.44,3.94 +15573,1.56,Good,G,SI2,63.7,54.0,6246.0,7.35,7.31,4.67 +8768,1.06,Ideal,G,SI2,62.2,57.0,4467.0,6.51,6.49,4.04 +16327,1.08,Premium,G,VS2,59.4,59.0,6532.0,6.75,6.68,3.99 +2989,0.71,Ideal,E,VS2,61.8,57.0,3301.0,5.69,5.74,3.53 +19794,1.22,Premium,G,VS2,61.8,58.0,8362.0,6.91,6.84,4.25 +13817,1.09,Premium,E,SI1,62.5,59.0,5628.0,6.58,6.53,4.1 +38129,0.3,Ideal,G,VVS1,61.3,56.0,1013.0,4.34,4.3,2.65 +34004,0.42,Ideal,G,VS2,61.2,56.0,847.0,4.8,4.84,2.95 +15340,1.01,Very Good,F,VS2,62.0,59.0,6159.0,6.38,6.42,3.97 +47620,0.55,Premium,G,VS1,62.0,57.0,1881.0,5.3,5.25,3.27 +47750,0.54,Very Good,D,VS2,61.7,58.0,1892.0,5.16,5.24,3.21 +15132,1.16,Ideal,H,SI1,61.8,54.0,6084.0,6.74,6.81,4.19 +46890,0.47,Ideal,G,IF,62.1,54.0,1814.0,4.99,5.02,3.11 +44692,0.51,Very Good,E,VS2,61.4,56.0,1612.0,5.15,5.18,3.17 +7634,1.11,Premium,J,VS2,62.6,59.0,4265.0,6.6,6.56,4.12 +10767,0.89,Ideal,F,VS2,61.5,55.0,4854.0,6.18,6.21,3.81 +21098,1.72,Premium,H,SI1,62.0,57.0,9266.0,7.67,7.63,4.74 +26923,2.28,Premium,H,SI2,61.9,61.0,16954.0,8.42,8.32,5.18 +3378,0.31,Very Good,G,SI2,62.3,57.0,408.0,4.33,4.37,2.71 +19395,1.53,Very Good,J,VS1,62.8,59.0,8058.0,7.31,7.34,4.6 +18986,1.01,Ideal,G,VS2,62.1,59.0,7814.0,6.39,6.43,3.98 +50888,0.6,Premium,F,VVS2,62.4,56.0,2316.0,5.44,5.39,3.38 +41969,0.23,Very Good,E,VVS2,61.2,60.0,505.0,3.92,3.96,2.41 +9073,1.03,Very Good,H,SI1,61.1,59.0,4520.0,6.5,6.56,3.99 +41868,0.38,Premium,D,VVS2,61.9,56.0,1257.0,4.65,4.63,2.87 +135,0.77,Very Good,H,VS1,61.3,60.0,2765.0,5.88,5.9,3.61 +11849,0.91,Premium,E,VS1,60.6,58.0,5101.0,6.32,6.25,3.81 +17602,1.33,Ideal,H,SI1,62.7,56.0,7088.0,6.99,7.04,4.4 +40002,0.41,Ideal,F,VS2,62.3,57.0,1107.0,4.78,4.75,2.97 +25974,2.16,Very Good,G,SI2,62.6,55.0,15166.0,8.2,8.25,5.14 +12284,1.36,Very Good,J,SI2,62.6,58.0,5215.0,7.0,7.12,4.42 +47287,0.3,Very Good,J,VS1,62.4,58.0,394.0,4.26,4.3,2.67 +33280,0.23,Good,E,VVS1,62.8,62.0,462.0,3.9,3.93,2.46 +27323,2.01,Premium,H,SI1,61.1,60.0,17849.0,8.15,8.11,4.97 +37044,0.34,Ideal,D,VS2,61.0,56.0,967.0,4.51,4.54,2.76 +14812,1.04,Very Good,G,VS2,61.3,58.0,5964.0,6.45,6.53,3.98 +24092,1.26,Ideal,F,VVS2,62.3,57.0,12237.0,6.87,6.92,4.3 +36260,0.43,Ideal,G,SI2,61.3,56.0,935.0,4.89,4.87,2.99 +23587,1.55,Very Good,H,VS2,61.3,61.0,11602.0,7.39,7.46,4.55 +49207,0.66,Ideal,D,SI1,62.7,55.0,2079.0,5.56,5.61,3.5 +15343,1.01,Very Good,F,VS2,61.3,61.0,6159.0,6.34,6.38,3.9 +38244,0.32,Ideal,E,IF,62.3,54.0,1018.0,4.38,4.41,2.74 +45112,0.53,Ideal,F,VS2,62.2,55.0,1650.0,5.16,5.19,3.22 +45109,0.56,Ideal,E,SI1,61.6,55.0,1649.0,5.31,5.33,3.28 +12463,1.27,Premium,I,SI2,61.4,59.0,5249.0,6.98,6.94,4.27 +36815,0.3,Very Good,G,IF,63.5,55.0,956.0,4.28,4.26,2.71 +49113,0.5,Good,D,VVS2,57.8,62.0,2065.0,5.23,5.28,3.04 +8473,1.01,Premium,F,SI2,62.6,60.0,4416.0,6.35,6.37,3.98 +47479,0.6,Ideal,G,VS2,60.4,57.0,1861.0,5.49,5.51,3.32 +29529,0.3,Ideal,E,VS1,62.2,53.8,703.0,4.3,4.33,2.68 +23578,1.5,Premium,F,SI1,61.4,59.0,11588.0,7.34,7.31,4.5 +45890,0.58,Very Good,D,SI1,63.5,58.0,1720.0,5.29,5.32,3.37 +24680,1.58,Very Good,G,VS2,59.6,58.0,13037.0,7.59,7.69,4.55 +41109,0.59,Ideal,F,SI2,61.7,54.0,1195.0,5.38,5.44,3.34 +16296,1.22,Ideal,F,SI2,62.5,56.0,6518.0,6.85,6.81,4.27 +15590,1.35,Premium,J,VS2,60.5,56.0,6254.0,7.19,7.12,4.33 +45924,0.53,Ideal,G,VS1,62.6,54.0,1721.0,5.16,5.19,3.24 +4157,0.85,Ideal,I,VS1,61.9,56.0,3548.0,6.08,6.1,3.77 +35809,0.31,Ideal,F,IF,62.1,54.0,914.0,4.33,4.37,2.7 +23459,1.71,Ideal,I,VS2,60.5,56.0,11455.0,7.71,7.73,4.67 +5067,0.3,Good,G,SI1,63.8,56.0,574.0,4.3,4.26,2.73 +51751,0.82,Premium,I,SI1,62.6,57.0,2405.0,5.98,5.94,3.73 +17976,1.05,Ideal,G,VS1,62.2,53.0,7270.0,6.51,6.55,4.06 +1560,0.61,Ideal,E,VS1,61.3,54.0,3004.0,5.53,5.5,3.38 +41710,0.51,Very Good,F,SI2,62.3,55.0,1243.0,5.13,5.15,3.2 +26101,3.04,Very Good,I,SI2,63.2,59.0,15354.0,9.14,9.07,5.75 +5784,1.04,Premium,H,SI1,60.0,58.0,3902.0,6.59,6.52,3.93 +2447,1.03,Good,J,SI2,56.2,62.0,3188.0,6.69,6.73,3.77 +47230,0.7,Good,H,SI1,65.4,59.0,1840.0,5.46,5.52,3.59 +15410,1.32,Premium,I,SI1,62.2,58.0,6171.0,6.99,7.04,4.36 +37557,0.31,Ideal,G,IF,61.0,56.0,988.0,4.39,4.37,2.67 +24246,2.04,Premium,H,SI1,60.6,61.0,12454.0,8.15,8.09,4.92 +696,0.79,Ideal,D,SI2,62.8,57.0,2853.0,5.9,5.85,3.69 +17154,1.03,Very Good,D,VS1,59.6,61.0,6848.0,6.57,6.62,3.93 +40294,0.4,Ideal,H,VVS2,62.3,57.0,1125.0,4.73,4.71,2.94 +21478,1.2,Very Good,F,VS1,58.7,59.0,9574.0,6.89,7.07,4.1 +42382,0.6,Fair,G,SI1,64.5,56.0,1305.0,5.27,5.24,3.39 +4736,0.3,Ideal,F,VS2,62.3,55.0,573.0,4.3,4.34,2.69 +23430,1.28,Ideal,E,VS1,61.7,57.0,11419.0,6.93,6.97,4.29 +8654,0.71,Ideal,F,VVS1,62.0,56.0,4454.0,5.72,5.77,3.56 +7791,0.9,Very Good,E,SI2,59.9,57.0,4288.0,6.25,6.34,3.77 +16009,1.17,Ideal,I,SI1,61.7,56.0,6405.0,6.73,6.78,4.17 +28244,0.33,Very Good,F,VS2,61.9,57.0,666.0,4.42,4.44,2.74 +3821,0.73,Ideal,E,VS2,61.7,57.0,3470.0,5.75,5.78,3.55 +25838,1.71,Premium,E,SI1,59.1,58.0,14882.0,7.76,7.8,4.6 +25885,1.6,Ideal,G,VS2,61.9,56.0,15000.0,7.53,7.47,4.64 +15341,1.01,Very Good,F,VS2,61.5,57.0,6159.0,6.4,6.48,3.96 +26397,2.14,Premium,I,SI1,61.3,61.0,15913.0,8.32,8.28,5.09 +20515,1.02,Ideal,G,VVS2,62.1,54.0,8847.0,6.54,6.51,4.05 +26318,1.61,Ideal,F,VS2,62.1,57.0,15819.0,7.49,7.56,4.67 +26548,2.01,Good,F,SI2,64.1,57.0,16231.0,7.82,7.78,5.0 +26577,2.01,Premium,H,SI2,60.5,61.0,16287.0,8.14,8.09,4.91 +49853,0.71,Very Good,G,SI2,62.4,59.0,2171.0,5.68,5.7,3.55 +19988,1.6,Premium,F,SI2,60.5,60.0,8530.0,7.55,7.52,4.56 +48816,0.56,Very Good,E,VS1,62.0,58.9,2027.0,5.25,5.29,3.27 +10332,1.02,Very Good,G,SI1,60.8,60.0,4766.0,6.5,6.55,3.97 +2051,0.32,Good,E,SI1,63.1,56.0,561.0,4.36,4.39,2.76 +30411,0.32,Ideal,H,VVS1,61.6,55.0,730.0,4.4,4.43,2.72 +38422,0.3,Premium,E,IF,61.0,59.0,1026.0,4.29,4.33,2.63 +44573,0.52,Very Good,F,VS2,62.4,57.0,1607.0,5.12,5.13,3.2 +34188,0.33,Ideal,G,VS1,62.3,57.0,854.0,4.42,4.38,2.74 +5896,1.04,Ideal,J,SI1,61.1,57.0,3931.0,6.57,6.52,4.0 +2487,0.71,Ideal,G,VS1,62.3,54.0,3195.0,5.68,5.72,3.55 +32118,0.39,Very Good,H,VVS2,62.4,57.0,784.0,4.67,4.7,2.92 +36195,0.4,Ideal,G,VVS2,61.6,56.0,931.0,4.76,4.79,2.94 +52658,0.73,Very Good,F,SI1,60.4,57.0,2549.0,5.86,5.89,3.55 +14037,1.25,Ideal,H,SI2,61.2,57.0,5706.0,6.89,6.93,4.23 +32178,0.39,Premium,G,VS2,61.2,60.0,787.0,4.68,4.73,2.88 +16175,1.0,Ideal,G,VS1,62.7,54.0,6465.0,6.42,6.37,4.01 +21451,1.72,Premium,H,SI1,62.2,59.0,9551.0,7.62,7.55,4.72 +29936,0.34,Ideal,E,SI1,62.2,54.0,714.0,4.5,4.47,2.79 +39986,0.41,Ideal,F,VS2,61.0,57.0,1107.0,4.81,4.76,2.92 +20413,1.02,Premium,F,VVS2,60.9,59.0,8774.0,6.56,6.44,3.96 +9108,0.85,Premium,F,VVS2,61.2,60.0,4530.0,6.1,6.13,3.74 +32393,0.4,Very Good,G,VS1,60.8,59.0,791.0,4.75,4.83,2.91 +28428,0.3,Ideal,D,VS2,61.4,54.0,670.0,4.34,4.39,2.68 +6385,0.25,Very Good,E,VVS1,62.9,59.0,576.0,3.99,4.02,2.52 +22513,1.57,Ideal,E,SI2,61.4,56.0,10550.0,7.52,7.44,4.59 +16164,1.22,Ideal,I,VS1,62.3,54.0,6459.0,6.82,6.86,4.26 +21079,1.5,Premium,H,VS2,62.1,59.0,9253.0,7.26,7.2,4.49 +7826,0.9,Good,G,VS2,61.5,61.0,4296.0,6.18,6.21,3.81 +41005,0.55,Ideal,F,SI2,61.7,55.0,1183.0,5.26,5.28,3.25 +48000,0.31,Premium,D,SI1,60.6,59.0,533.0,4.35,4.39,2.65 +7925,1.04,Very Good,H,SI1,63.1,58.0,4316.0,6.43,6.37,4.04 +18893,1.07,Ideal,G,VS1,62.2,56.0,7748.0,6.53,6.56,4.07 +10568,0.91,Premium,D,SI1,60.2,58.0,4816.0,6.31,6.28,3.79 +14532,1.21,Very Good,I,VS1,61.2,58.0,5866.0,6.85,6.91,4.21 +30485,0.31,Premium,D,SI1,61.2,60.0,732.0,4.41,4.35,2.68 +49258,0.71,Good,I,SI1,60.9,64.0,2087.0,5.72,5.67,3.47 +2655,0.7,Very Good,F,VVS2,58.7,63.0,3234.0,5.82,5.79,3.41 +12126,1.02,Premium,G,SI1,61.7,58.0,5169.0,6.47,6.37,3.96 +43856,0.55,Ideal,G,VS2,62.4,56.0,1448.0,5.23,5.25,3.27 +1777,0.72,Good,E,VS1,57.9,60.0,3048.0,5.97,5.91,3.44 +8628,1.06,Ideal,I,VS2,62.3,56.0,4449.0,6.51,6.56,4.07 +34197,0.33,Ideal,F,VS2,61.9,55.0,854.0,4.46,4.43,2.75 +25065,2.01,Fair,H,SI2,65.8,63.0,13587.0,7.77,7.68,5.08 +1063,0.31,Premium,H,SI1,62.7,58.0,558.0,4.34,4.31,2.71 +11195,1.0,Ideal,G,SI1,62.2,57.0,4956.0,6.45,6.38,3.99 +20585,1.5,Very Good,I,VS2,62.5,59.0,8893.0,7.26,7.3,4.55 +53569,0.7,Good,E,SI1,60.4,61.0,2696.0,5.73,5.76,3.47 +46754,0.46,Ideal,G,VVS1,61.6,55.0,1800.0,5.0,5.03,3.09 +31565,0.31,Ideal,D,VVS2,62.4,56.0,766.0,4.34,4.38,2.72 +34543,0.35,Ideal,H,IF,61.5,57.0,868.0,4.55,4.58,2.8 +6695,0.31,Ideal,G,SI2,61.7,56.0,408.0,4.34,4.38,2.69 +29586,0.43,Ideal,J,VS1,61.9,55.5,706.0,4.81,4.84,2.99 +49956,0.3,Ideal,H,SI1,63.0,54.0,540.0,4.3,4.27,2.7 +43605,0.31,Good,G,VS2,57.6,62.0,507.0,4.46,4.5,2.58 +31037,0.37,Premium,H,VS2,61.4,58.0,749.0,4.64,4.61,2.84 +40009,0.41,Premium,F,VS2,62.6,57.0,1107.0,4.74,4.71,2.96 +52371,0.7,Premium,F,SI1,62.1,58.0,2504.0,5.64,5.7,3.52 +25627,2.29,Ideal,J,SI2,62.8,56.0,14500.0,8.36,8.39,5.25 +11610,1.05,Very Good,H,SI1,60.2,62.0,5047.0,6.52,6.57,3.94 +12981,1.11,Ideal,H,SI1,62.5,56.0,5395.0,6.65,6.63,4.15 +26412,2.5,Premium,H,SI2,62.4,59.0,15934.0,8.61,8.54,5.35 +18260,1.55,Ideal,J,VS2,61.7,57.0,7416.0,7.37,7.42,4.56 +21666,1.5,Ideal,I,VS2,62.6,57.0,9761.0,7.31,7.26,4.56 +50584,0.7,Very Good,G,SI1,62.7,55.0,2281.0,5.63,5.66,3.54 +2339,0.74,Ideal,F,VS1,62.3,57.0,3170.0,5.79,5.77,3.6 +47308,0.24,Very Good,I,VS1,61.8,56.0,397.0,3.98,4.01,2.46 +52564,0.7,Premium,I,VVS1,61.2,59.0,2536.0,5.69,5.65,3.47 +27121,2.05,Ideal,H,SI1,62.4,57.0,17294.0,8.14,8.08,5.06 +25547,1.51,Premium,G,VS1,60.1,58.0,14375.0,7.45,7.48,4.49 +13291,1.21,Ideal,J,SI1,62.7,55.0,5489.0,6.84,6.79,4.27 +25318,1.58,Premium,D,SI1,62.7,60.0,13995.0,7.41,7.37,4.63 +21572,1.2,Premium,G,VS2,62.5,58.0,9677.0,6.74,6.67,4.19 +9893,1.08,Very Good,G,SI2,62.8,56.0,4685.0,6.48,6.6,4.11 +10166,1.38,Fair,G,SI2,61.2,59.0,4730.0,7.19,7.13,4.38 +53851,0.71,Very Good,F,SI1,61.1,58.0,2742.0,5.71,5.77,3.51 +19581,1.01,Very Good,F,VVS2,59.8,58.0,8212.0,6.47,6.55,3.89 +13749,1.04,Good,D,SI1,63.7,58.0,5605.0,6.39,6.43,4.08 +27401,2.08,Ideal,J,IF,61.0,55.0,17986.0,8.32,8.25,5.05 +40112,0.41,Premium,F,VVS2,60.1,59.0,1115.0,4.79,4.82,2.89 +33387,0.32,Ideal,E,VVS1,61.6,56.0,827.0,4.37,4.43,2.71 +13570,1.0,Ideal,E,SI1,61.4,57.0,5555.0,6.43,6.5,3.97 +2543,0.75,Very Good,E,VS2,62.8,55.0,3206.0,5.77,5.79,3.63 +21101,1.0,Premium,D,VVS2,58.3,61.0,9274.0,6.55,6.48,3.8 +14962,1.21,Ideal,G,VS1,62.5,57.0,6025.0,6.77,6.7,4.21 +20331,1.5,Good,I,SI1,64.0,60.0,8736.0,7.25,7.13,4.6 +43994,0.3,Very Good,F,SI2,62.2,58.0,394.0,4.22,4.33,2.66 +22666,1.55,Very Good,I,VS1,59.0,58.0,10711.0,7.56,7.63,4.48 +17871,1.5,Fair,H,SI1,65.9,56.0,7211.0,7.11,7.04,4.66 +38261,0.3,Ideal,I,SI1,61.8,57.0,382.0,4.3,4.34,2.67 +42511,0.56,Ideal,G,SI1,61.2,59.0,1322.0,5.26,5.32,3.24 +38251,0.31,Ideal,J,SI1,62.4,53.0,379.0,4.38,4.4,2.74 +38446,0.35,Ideal,G,VVS1,61.0,56.0,1028.0,4.56,4.59,2.79 +16143,1.28,Premium,I,VS2,62.5,61.0,6451.0,6.89,6.86,4.3 +12458,1.06,Premium,H,VS1,62.1,60.0,5247.0,6.52,6.5,4.04 +53905,0.7,Premium,E,SI1,61.3,58.0,2753.0,5.68,5.71,3.49 +40708,0.7,Fair,F,I1,65.9,57.0,1158.0,5.64,5.5,3.67 +22675,1.24,Ideal,G,VVS1,62.3,56.0,10724.0,6.86,6.89,4.28 +29414,0.38,Very Good,H,VS2,60.6,58.0,700.0,4.68,4.7,2.84 +37416,0.38,Premium,G,VS2,60.1,61.0,983.0,4.66,4.63,2.79 +12700,0.26,Ideal,E,VVS2,62.2,56.0,599.0,4.12,4.15,2.57 +22489,1.51,Premium,H,SI1,60.6,59.0,10519.0,7.45,7.41,4.5 +11132,1.26,Ideal,E,SI2,62.4,57.0,4939.0,6.91,6.85,4.29 +36907,0.42,Ideal,G,VVS2,62.3,53.0,961.0,4.83,4.86,3.02 +8718,0.32,Ideal,F,SI1,61.4,54.0,586.0,4.42,4.44,2.72 +18714,0.27,Very Good,E,VVS1,60.9,59.0,620.0,4.17,4.21,2.55 +2448,0.9,Very Good,J,VS1,62.5,56.0,3188.0,6.11,6.21,3.85 +34545,0.44,Ideal,G,VS2,62.0,55.0,869.0,4.89,4.91,3.04 +33476,0.32,Ideal,F,VS2,61.5,56.0,828.0,4.42,4.4,2.71 +15776,1.12,Ideal,H,VS1,61.9,57.0,6309.0,6.66,6.69,4.13 +6243,1.01,Premium,F,SI2,61.8,59.0,4008.0,6.41,6.31,3.93 +8640,1.06,Premium,I,SI1,61.9,59.0,4452.0,6.52,6.5,4.03 +25559,2.15,Ideal,I,SI2,61.7,55.0,14388.0,8.24,8.43,5.14 +27981,0.3,Ideal,E,VS2,62.0,55.0,658.0,4.3,4.35,2.68 +52131,0.73,Ideal,E,SI2,62.1,56.0,2467.0,5.74,5.79,3.58 +33916,0.3,Premium,E,VS2,62.0,60.0,844.0,4.26,4.23,2.63 +19636,1.5,Good,I,SI1,61.1,63.0,8254.0,7.27,7.34,4.46 +53145,0.76,Premium,H,VS2,58.7,61.0,2622.0,5.99,5.96,3.51 +6823,0.9,Very Good,F,SI1,62.7,59.0,4119.0,6.12,6.16,3.85 +30574,0.31,Ideal,D,VS2,62.1,54.0,734.0,4.33,4.37,2.7 +2696,0.9,Very Good,G,SI2,63.4,59.0,3246.0,6.08,6.04,3.84 +22636,1.51,Premium,H,VS2,60.7,58.0,10685.0,7.45,7.4,4.51 +33675,0.32,Ideal,F,VVS2,60.8,58.0,837.0,4.39,4.43,2.68 +41577,0.5,Fair,G,VS2,65.1,56.0,1238.0,5.02,4.99,3.26 +8508,1.35,Good,I,SI2,57.9,60.0,4423.0,7.33,7.29,4.23 +24257,1.3,Ideal,G,IF,62.3,56.0,12467.0,6.95,6.99,4.34 +39508,0.4,Good,D,VVS2,60.8,62.0,1080.0,4.74,4.77,2.89 +19519,1.2,Very Good,G,VS1,62.5,57.0,8150.0,6.84,6.75,4.25 +24908,2.01,Premium,H,VS2,62.8,58.0,13342.0,7.99,7.9,4.99 +43774,0.56,Very Good,E,SI1,60.2,57.0,1440.0,5.36,5.4,3.24 +46520,0.51,Ideal,G,VS1,62.7,54.0,1781.0,5.1,5.08,3.19 +12855,0.92,Premium,E,VS1,60.9,61.0,5358.0,6.25,6.22,3.8 +2253,0.88,Very Good,E,SI2,59.1,58.0,3150.0,6.22,6.3,3.7 +7121,1.0,Ideal,H,VS2,62.4,57.0,4172.0,6.42,6.36,3.99 +11553,1.17,Ideal,F,SI1,63.0,54.0,5032.0,6.71,6.66,4.21 +48229,0.57,Premium,E,VS2,61.4,58.0,1949.0,5.37,5.32,3.28 +12436,1.3,Good,J,SI1,64.0,58.0,5242.0,6.91,6.84,4.4 +22907,1.53,Ideal,G,SI1,60.1,57.0,10947.0,7.46,7.57,4.52 +31587,0.35,Premium,E,VS2,59.2,58.0,767.0,4.59,4.63,2.73 +22191,1.51,Very Good,H,VS2,62.8,58.0,10225.0,7.21,7.28,4.55 +8009,0.9,Very Good,H,VS1,62.5,58.0,4328.0,6.08,6.14,3.82 +41058,0.52,Very Good,E,SI2,62.6,58.0,1190.0,5.11,5.14,3.21 +10783,1.24,Premium,I,VS2,61.2,58.0,4858.0,6.94,6.89,4.23 +38671,0.7,Good,F,I1,63.9,60.0,1040.0,5.65,5.52,3.58 +35827,0.3,Premium,D,VS1,61.2,59.0,914.0,4.34,4.29,2.64 +34785,0.4,Very Good,G,VS1,62.8,56.0,877.0,4.67,4.7,2.94 +19191,1.02,Very Good,G,VVS2,63.1,59.0,7942.0,6.45,6.38,4.05 +1915,0.79,Ideal,F,SI1,62.0,55.0,3081.0,5.93,5.95,3.68 +28173,0.36,Premium,H,SI1,61.3,57.0,665.0,4.65,4.61,2.84 +35241,0.37,Premium,F,VS2,59.2,61.0,894.0,4.69,4.63,2.76 +25433,2.02,Ideal,H,VS2,62.6,57.0,14182.0,8.01,7.97,5.0 +35388,0.41,Premium,G,VS1,61.9,60.0,899.0,4.7,4.76,2.93 +19690,0.3,Ideal,G,VS1,62.0,56.0,624.0,4.29,4.32,2.67 +47081,0.56,Ideal,G,VS1,62.0,56.0,1822.0,5.28,5.3,3.28 +31112,0.31,Very Good,F,VVS2,62.0,55.0,754.0,4.34,4.38,2.7 +14710,0.3,Good,G,VS1,63.8,55.0,605.0,4.25,4.28,2.72 +48102,0.5,Ideal,G,VVS2,62.0,56.0,1935.0,5.13,5.09,3.17 +7592,1.01,Fair,H,SI1,65.3,57.0,4256.0,6.33,6.23,4.1 +19482,1.67,Premium,H,SI2,62.6,60.0,8118.0,7.57,7.52,4.72 +51437,0.74,Ideal,I,VS2,61.9,57.0,2374.0,5.83,5.81,3.6 +27816,0.28,Ideal,G,IF,60.9,57.0,650.0,4.24,4.27,2.59 +48932,0.53,Very Good,E,VVS2,63.1,60.0,2043.0,5.12,5.08,3.22 +25986,1.74,Ideal,I,VS1,61.8,56.0,15189.0,7.69,7.73,4.77 +11790,1.03,Premium,F,SI1,58.6,62.0,5087.0,6.65,6.6,3.88 +49761,0.83,Good,J,SI1,60.6,63.0,2159.0,6.03,6.08,3.67 +44130,0.54,Ideal,H,VS1,61.0,56.0,1560.0,5.25,5.27,3.21 +46755,0.57,Ideal,H,VS1,60.9,56.0,1800.0,5.34,5.36,3.26 +19805,1.73,Good,E,I1,63.6,59.0,8370.0,7.6,7.56,4.82 +38272,0.32,Ideal,J,SI1,61.8,54.9,384.0,4.39,4.42,2.72 +11882,1.08,Premium,H,VS1,62.5,60.0,5111.0,6.55,6.51,4.08 +23782,1.73,Very Good,I,VS1,63.4,58.0,11843.0,7.57,7.6,4.81 +36146,0.33,Premium,E,VS2,61.0,60.0,928.0,4.47,4.42,2.71 +7613,0.9,Premium,G,VS2,62.1,59.0,4259.0,6.2,6.14,3.83 +3464,1.06,Premium,J,SI2,62.9,59.0,3391.0,6.43,6.39,4.03 +51882,0.7,Very Good,H,VS2,62.8,58.0,2429.0,5.67,5.7,3.57 +49734,0.53,Ideal,H,VVS1,61.1,57.0,2154.0,5.22,5.25,3.2 +22794,1.5,Premium,E,SI1,61.3,59.0,10819.0,7.39,7.25,4.49 +16705,0.3,Very Good,H,SI1,59.4,63.0,421.0,4.35,4.4,2.6 +7508,1.02,Very Good,F,SI2,60.3,59.0,4241.0,6.5,6.53,3.93 +35354,0.42,Ideal,E,SI2,62.9,56.0,898.0,4.8,4.77,3.01 +46030,0.57,Ideal,G,VS2,61.8,56.0,1728.0,5.35,5.3,3.29 +10818,1.0,Ideal,G,SI1,62.4,56.0,4867.0,6.34,6.41,3.98 +7970,0.7,Ideal,D,VS1,61.5,57.0,4323.0,5.68,5.71,3.5 +25133,2.02,Premium,J,VS2,62.0,59.0,13687.0,8.06,8.08,5.0 +30792,0.3,Ideal,E,VVS2,62.1,54.0,742.0,4.32,4.35,2.69 +30769,0.4,Very Good,I,VS1,61.7,57.0,741.0,4.71,4.73,2.91 +30364,0.36,Premium,I,VS1,60.9,61.0,729.0,4.61,4.58,2.8 +8485,1.01,Fair,G,SI1,65.3,58.0,4417.0,6.14,6.2,4.03 +7760,1.03,Ideal,J,VS2,61.6,57.0,4283.0,6.52,6.47,4.0 +40072,0.53,Very Good,J,VS2,62.9,58.0,1114.0,5.16,5.18,3.25 +25375,0.31,Ideal,E,VS2,60.7,57.0,642.0,4.39,4.41,2.67 +40081,0.36,Ideal,D,VVS2,61.6,57.0,1114.0,4.59,4.56,2.82 +11363,1.03,Very Good,F,SI1,61.5,59.0,4996.0,6.42,6.49,3.97 +38507,0.5,Premium,F,SI2,58.0,62.0,1031.0,5.21,5.18,3.01 +22493,1.56,Very Good,I,VS1,58.2,59.0,10523.0,7.65,7.7,4.47 +17422,1.03,Ideal,G,VS2,61.3,57.0,6981.0,6.51,6.54,4.0 +8120,0.91,Premium,D,SI1,63.0,59.0,4352.0,6.15,6.11,3.86 +15180,1.01,Good,F,VS2,63.6,59.0,6097.0,6.36,6.32,4.03 +2663,0.7,Ideal,H,VVS2,62.2,55.0,3235.0,5.71,5.76,3.57 +45361,0.52,Very Good,E,VS2,62.2,56.0,1665.0,5.16,5.17,3.21 +22173,1.52,Very Good,E,SI2,63.3,58.0,10214.0,7.31,7.25,4.61 +36717,0.41,Very Good,E,SI1,63.3,57.0,953.0,4.72,4.67,2.98 +28623,0.31,Very Good,G,SI2,61.7,55.0,433.0,4.37,4.4,2.71 +35155,0.4,Ideal,F,VS1,62.0,56.0,890.0,4.73,4.75,2.94 +15105,1.33,Very Good,H,SI2,60.8,59.0,6071.0,7.07,7.11,4.31 +8543,0.9,Very Good,H,VVS2,60.3,61.0,4432.0,6.22,6.25,3.76 +651,0.71,Ideal,G,VVS2,60.7,57.0,2843.0,5.81,5.78,3.52 +13595,1.07,Good,F,SI1,63.4,56.0,5561.0,6.51,6.52,4.13 +19446,1.53,Very Good,G,SI2,61.1,58.0,8095.0,7.38,7.41,4.52 +8945,1.12,Very Good,H,SI2,62.9,58.0,4498.0,6.55,6.62,4.14 +5465,1.0,Good,J,VS2,62.0,61.0,3835.0,6.36,6.45,3.97 +21566,1.77,Premium,G,SI2,62.7,59.0,9664.0,7.67,7.66,4.8 +38484,0.42,Premium,F,VS1,60.9,59.0,1031.0,4.8,4.85,2.94 +37910,0.41,Ideal,F,VS1,62.0,55.0,1007.0,4.77,4.81,2.97 +22521,1.5,Very Good,H,VS2,61.6,55.0,10558.0,7.37,7.43,4.56 +34044,0.44,Very Good,D,VS2,62.8,58.0,850.0,4.79,4.86,3.03 +6264,1.27,Premium,J,VS2,62.8,58.0,4011.0,6.96,6.92,4.36 +46946,0.52,Ideal,E,VS2,61.9,56.0,1815.0,5.16,5.12,3.18 +41434,0.41,Good,E,VVS1,64.1,55.0,1228.0,4.68,4.71,3.01 +25949,1.51,Ideal,G,VVS2,61.8,57.0,15118.0,7.36,7.31,4.53 +14539,1.31,Premium,I,SI1,63.0,57.0,5869.0,6.96,6.91,4.37 +7408,0.33,Premium,E,SI1,61.1,58.0,579.0,4.43,4.47,2.72 +29460,0.33,Very Good,G,VVS2,61.5,62.0,702.0,4.39,4.43,2.71 +12317,1.02,Very Good,F,SI1,62.2,56.0,5222.0,6.39,6.43,3.99 +39255,0.38,Ideal,E,VS1,61.9,56.0,1069.0,4.67,4.63,2.88 +7187,1.15,Premium,F,SI2,61.8,54.0,4186.0,6.78,6.75,4.18 +20089,1.18,Ideal,G,VS2,62.7,55.0,8564.0,6.77,6.74,4.23 +19349,1.88,Good,J,SI2,57.9,59.0,8048.0,8.16,8.11,4.71 +44439,0.51,Ideal,E,VS2,61.7,53.0,1590.0,5.18,5.2,3.2 +8832,1.12,Premium,G,SI2,62.8,58.0,4478.0,6.62,6.57,4.14 +31463,0.4,Very Good,G,SI2,63.1,59.0,765.0,4.7,4.65,2.95 +38723,0.41,Premium,H,VVS1,60.4,58.0,1043.0,4.79,4.85,2.91 +39930,0.31,Ideal,E,VVS1,61.5,56.0,1105.0,4.34,4.37,2.68 +30431,0.32,Very Good,H,VVS1,62.9,58.0,730.0,4.34,4.37,2.74 +14245,1.13,Fair,H,SI1,65.3,59.0,5771.0,6.52,6.44,4.23 +42210,0.52,Very Good,D,SI2,62.9,56.0,1289.0,5.14,5.17,3.24 +20719,0.31,Premium,G,VS1,62.4,58.0,625.0,4.31,4.34,2.7 +21769,1.51,Premium,H,SI1,61.3,60.0,9833.0,7.29,7.33,4.48 +29617,0.3,Ideal,J,VVS2,62.3,58.0,439.0,4.26,4.28,2.66 +53787,0.73,Premium,F,SI1,62.2,56.0,2728.0,5.79,5.73,3.58 +51102,1.17,Fair,I,I1,64.5,59.0,2336.0,6.67,6.47,4.25 +7430,0.91,Premium,D,SI1,62.8,57.0,4228.0,6.17,6.12,3.86 +36451,0.31,Premium,D,VS2,61.2,59.0,942.0,4.37,4.32,2.66 +19615,1.11,Very Good,F,VS1,62.1,58.0,8233.0,6.63,6.7,4.14 +46926,0.52,Ideal,G,VS1,60.9,55.0,1815.0,5.22,5.16,3.16 +35689,0.39,Ideal,H,VVS2,61.9,54.0,911.0,4.7,4.73,2.92 +24340,2.01,Ideal,I,SI1,62.9,55.0,12606.0,8.07,8.0,5.05 +10112,0.9,Good,D,VS2,57.7,61.0,4717.0,6.34,6.32,3.65 +48024,0.5,Ideal,D,VS1,61.1,56.0,1922.0,5.12,5.23,3.16 +6426,1.01,Premium,E,SI2,60.6,58.0,4044.0,6.47,6.53,3.94 +42626,0.36,Ideal,H,SI1,62.3,57.0,505.0,4.54,4.58,2.84 +6856,0.9,Fair,E,VS2,64.5,61.0,4125.0,6.07,6.03,3.9 +11200,0.95,Ideal,H,SI1,61.9,56.0,4958.0,6.31,6.35,3.92 +38190,0.41,Premium,D,SI1,62.1,59.0,1015.0,4.76,4.74,2.95 +21733,1.17,Ideal,G,VVS1,61.9,56.0,9799.0,6.73,6.78,4.18 +52937,0.7,Premium,E,SI1,59.1,62.0,2592.0,5.8,5.74,3.41 +16350,1.01,Very Good,F,VS2,63.2,59.0,6540.0,6.3,6.36,4.0 +44612,0.53,Ideal,E,SI1,61.8,56.0,1607.0,5.21,5.17,3.21 +37852,0.46,Fair,G,VS2,65.3,56.0,1002.0,4.83,4.76,3.13 +24645,1.79,Premium,I,VS1,62.6,59.0,12985.0,7.65,7.72,4.81 +52848,0.61,Ideal,G,IF,61.7,55.0,2575.0,5.44,5.49,3.37 +50453,0.7,Premium,F,SI1,60.5,58.0,2264.0,5.77,5.84,3.51 +15070,1.02,Good,G,VS2,63.2,57.0,6058.0,6.38,6.41,4.04 +40873,0.5,Good,D,SI2,61.9,63.0,1175.0,5.05,5.07,3.13 +46730,0.6,Ideal,G,VS2,62.1,56.0,1795.0,5.4,5.45,3.37 +14443,1.17,Premium,H,SI1,58.5,62.0,5831.0,6.95,6.9,4.05 +32601,0.39,Ideal,G,VS1,61.8,55.0,802.0,4.72,4.76,2.93 +33923,0.3,Ideal,E,VS2,62.6,56.0,844.0,4.34,4.29,2.7 +50993,0.31,Very Good,E,SI1,62.3,56.0,544.0,4.37,4.4,2.73 +35498,0.41,Very Good,F,SI1,63.1,59.0,904.0,4.75,4.7,2.98 +24668,1.51,Good,F,VS2,61.0,63.0,13010.0,7.32,7.39,4.49 +29413,0.38,Premium,H,VS2,61.8,58.0,700.0,4.63,4.66,2.87 +6506,1.01,Very Good,D,SI2,62.9,59.0,4064.0,6.29,6.37,3.98 +15472,1.02,Very Good,F,SI1,60.2,58.0,6195.0,6.49,6.54,3.92 +3847,0.84,Ideal,I,VS2,61.7,55.0,3475.0,6.07,6.11,3.76 +17265,1.19,Ideal,E,SI1,61.3,57.0,6911.0,6.81,6.83,4.18 +33317,0.35,Premium,D,SI1,61.0,60.0,827.0,4.58,4.54,2.78 +44504,0.54,Very Good,F,VS1,61.6,59.0,1600.0,5.26,5.2,3.22 +52708,0.8,Premium,H,SI1,62.5,59.0,2553.0,5.96,5.91,3.71 +38352,0.51,Premium,J,VS2,61.5,58.0,1020.0,5.14,5.1,3.15 +8206,1.01,Very Good,H,SI1,62.6,58.0,4369.0,6.34,6.44,4.0 +2156,0.71,Ideal,E,SI1,61.1,57.0,3128.0,5.75,5.77,3.52 +17091,1.04,Premium,D,VS2,62.0,60.0,6814.0,6.49,6.45,4.01 +39417,0.41,Premium,F,VS1,61.2,57.0,1076.0,4.8,4.77,2.93 +11170,1.01,Premium,H,SI1,61.9,57.0,4949.0,6.49,6.4,3.99 +29829,0.42,Very Good,F,SI2,61.5,59.0,710.0,4.81,4.85,2.97 +46425,0.53,Ideal,E,SI1,60.9,57.0,1769.0,5.21,5.24,3.18 +22418,1.25,Ideal,D,VS1,61.7,56.0,10441.0,6.92,7.01,4.3 +30355,0.33,Very Good,D,SI1,63.1,55.0,728.0,4.46,4.42,2.8 +37708,0.38,Very Good,D,VS1,58.2,58.0,995.0,4.77,4.81,2.79 +10183,0.9,Premium,D,SI1,63.0,56.0,4735.0,6.14,6.09,3.85 +27381,0.35,Very Good,H,SI1,63.3,54.0,647.0,4.53,4.51,2.86 +37627,0.44,Premium,G,SI1,61.0,60.0,990.0,4.93,4.88,2.99 +39573,0.44,Premium,G,VVS2,61.3,60.0,1081.0,4.88,4.94,3.01 +27063,2.01,Premium,E,SI2,58.9,60.0,17179.0,8.24,8.2,4.84 +49928,0.7,Ideal,H,VS2,61.4,54.0,2184.0,5.77,5.66,3.51 +34240,0.4,Premium,D,SI2,62.2,58.0,855.0,4.75,4.71,2.94 +51149,0.71,Very Good,E,SI2,58.4,63.0,2343.0,5.85,5.8,3.4 +50034,0.72,Very Good,H,SI1,63.0,58.0,2198.0,5.68,5.71,3.59 +22821,1.16,Ideal,F,VVS2,60.5,58.0,10850.0,6.77,6.85,4.12 +37149,0.32,Ideal,E,VS1,61.8,55.0,972.0,4.43,4.4,2.73 +34737,0.39,Very Good,D,VS1,61.7,59.0,876.0,4.64,4.69,2.88 +26410,2.03,Premium,H,SI2,61.6,58.0,15930.0,8.09,8.17,5.01 +38720,0.5,Good,F,SI1,63.1,61.0,1043.0,5.06,4.98,3.17 +49702,0.53,Premium,D,VS1,60.0,61.0,2147.0,5.3,5.26,3.17 +41018,0.4,Ideal,F,VVS1,62.2,56.0,1186.0,4.71,4.74,2.94 +21724,1.86,Good,G,SI2,63.8,55.0,9791.0,7.79,7.73,4.95 +26465,2.23,Premium,J,VS1,61.7,58.0,16025.0,8.41,8.34,5.17 +44012,0.51,Ideal,G,VS2,62.9,54.0,1546.0,5.12,5.08,3.21 +14489,1.15,Premium,G,SI1,62.6,58.0,5851.0,6.71,6.65,4.18 +45653,0.38,Ideal,J,SI1,61.8,54.0,525.0,4.68,4.7,2.9 +22291,1.53,Ideal,E,SI2,61.2,57.0,10339.0,7.42,7.46,4.55 +239,0.71,Good,D,VS2,63.3,56.0,2788.0,5.64,5.68,3.58 +7398,0.33,Ideal,G,VS2,62.3,55.0,579.0,4.42,4.47,2.77 +8522,1.23,Premium,G,SI2,62.8,59.0,4426.0,6.76,6.72,4.23 +51212,0.71,Premium,H,VS2,62.2,59.0,2352.0,5.68,5.64,3.52 +11872,1.2,Premium,J,VS1,59.1,61.0,5107.0,7.0,6.94,4.12 +45159,0.5,Premium,D,SI1,61.2,60.0,1654.0,5.14,5.09,3.13 +26502,1.62,Premium,F,VS1,61.3,57.0,16112.0,7.6,7.55,4.64 +25110,1.51,Ideal,F,VS2,62.2,53.0,13646.0,7.31,7.35,4.56 +30208,0.34,Ideal,E,SI1,60.4,57.0,723.0,4.53,4.55,2.74 +28915,0.36,Ideal,E,VS2,61.7,57.0,684.0,4.55,4.59,2.82 +11260,0.91,Premium,E,VS1,62.7,59.0,4969.0,6.19,6.15,3.87 +10433,1.06,Premium,H,SI1,61.6,59.0,4785.0,6.54,6.55,4.03 +44298,0.52,Premium,E,SI1,59.8,61.0,1577.0,5.2,5.17,3.1 +3659,0.53,Ideal,D,VVS1,62.1,57.0,3442.0,5.15,5.18,3.21 +19052,1.06,Ideal,G,VVS2,62.9,56.0,7836.0,6.6,6.56,4.14 +23387,0.3,Good,I,IF,63.3,57.0,631.0,4.23,4.3,2.7 +20963,1.58,Ideal,I,SI1,62.6,56.0,9176.0,7.45,7.51,4.68 +15857,1.37,Ideal,I,VS2,61.5,56.0,6343.0,7.14,7.11,4.38 +21967,1.5,Good,G,VS1,63.6,57.0,10036.0,7.23,7.14,4.57 +46622,0.3,Very Good,G,VS2,62.2,60.0,526.0,4.24,4.25,2.64 +43159,0.54,Ideal,G,SI1,62.6,57.0,1389.0,5.21,5.18,3.25 +50441,0.7,Very Good,E,SI2,59.8,58.0,2263.0,5.72,5.85,3.46 +44251,0.51,Ideal,D,SI1,61.8,55.0,1574.0,5.15,5.11,3.17 +41566,0.51,Very Good,D,SI1,63.4,59.0,1237.0,5.07,5.02,3.2 +9098,1.01,Fair,E,VS2,66.6,55.0,4525.0,6.27,6.2,4.15 +27737,2.03,Very Good,H,SI1,63.0,60.0,18781.0,8.0,7.93,5.02 +44200,0.51,Premium,D,SI1,61.6,58.0,1569.0,5.12,5.14,3.16 +24963,1.71,Ideal,H,VS2,62.5,57.0,13445.0,7.59,7.63,4.76 +50633,0.23,Very Good,E,VS2,60.5,58.0,402.0,3.92,3.95,2.38 +25816,2.31,Very Good,J,VS2,59.7,60.0,14830.0,8.53,8.59,5.11 +19396,1.1,Ideal,G,VS1,62.0,58.0,8060.0,6.59,6.64,4.1 +42076,0.34,Ideal,D,VVS1,61.2,57.0,1272.0,4.51,4.54,2.77 +43361,0.53,Very Good,E,SI1,63.0,55.0,1408.0,5.14,5.18,3.25 +40693,0.5,Good,D,SI2,63.2,56.0,1157.0,5.01,5.05,3.18 +3394,0.35,Very Good,H,VS2,60.1,56.0,567.0,4.61,4.64,2.78 +46910,0.72,Very Good,J,VS2,63.2,60.0,1814.0,5.77,5.7,3.63 +43221,0.38,Ideal,F,IF,62.2,55.0,1397.0,4.66,4.64,2.89 +37409,0.38,Premium,G,VS2,59.9,58.0,983.0,4.77,4.72,2.84 +34140,0.4,Ideal,E,VS2,62.1,54.0,854.0,4.72,4.75,2.94 +11116,1.02,Good,F,SI1,64.3,58.0,4936.0,6.28,6.32,4.05 +44938,0.59,Ideal,E,SI1,61.7,56.0,1633.0,5.35,5.45,3.33 +28680,0.24,Ideal,E,VVS1,61.4,57.0,678.0,3.99,4.03,2.46 +4687,1.0,Ideal,F,SI2,61.1,54.0,3674.0,6.51,6.47,3.97 +14687,1.27,Ideal,J,VS2,62.9,54.0,5925.0,6.87,6.9,4.33 +38612,0.31,Premium,J,VS2,62.3,60.0,488.0,4.34,4.29,2.69 +38947,0.31,Very Good,I,VS1,62.8,55.0,489.0,4.31,4.35,2.72 +22207,1.34,Ideal,H,VVS1,62.1,56.0,10255.0,7.05,7.11,4.4 +9341,1.11,Premium,E,SI2,62.5,58.0,4581.0,6.61,6.63,4.14 +4433,1.05,Fair,F,SI2,66.0,60.0,3615.0,6.3,6.22,4.13 +49228,0.5,Very Good,E,VVS2,61.7,61.0,2083.0,5.09,5.12,3.15 +47064,0.52,Ideal,D,VS2,61.8,55.0,1822.0,5.16,5.19,3.2 +12164,1.13,Very Good,H,SI2,62.0,58.0,5179.0,6.67,6.71,4.15 +40533,0.5,Very Good,H,SI1,60.0,55.0,1148.0,5.2,5.23,3.13 +12310,1.07,Ideal,H,SI1,62.1,57.0,5220.0,6.5,6.55,4.05 +32250,0.31,Ideal,H,IF,62.2,54.0,789.0,4.38,4.4,2.73 +1182,0.71,Ideal,G,VS1,62.6,57.0,2930.0,5.67,5.7,3.56 +27473,2.21,Ideal,G,SI2,60.2,60.0,18128.0,8.38,8.47,5.07 +13036,0.38,Very Good,F,SI2,61.0,61.0,600.0,4.61,4.67,2.83 +44903,0.5,Premium,G,VS1,60.8,60.0,1629.0,5.16,5.14,3.13 +47797,0.58,Ideal,G,VS1,62.2,55.0,1899.0,5.32,5.35,3.32 +19193,1.59,Ideal,J,SI1,61.3,57.0,7943.0,7.43,7.52,4.58 +10327,1.07,Ideal,F,SI2,61.5,57.0,4764.0,6.6,6.57,4.05 +3648,0.93,Premium,H,SI2,63.0,59.0,3437.0,6.16,6.11,3.86 +18510,0.92,Very Good,D,VS1,61.9,58.0,7544.0,6.19,6.24,3.85 +50150,0.71,Good,E,SI2,57.8,60.0,2215.0,5.86,5.83,3.38 +31212,0.32,Ideal,D,SI1,62.5,54.0,756.0,4.41,4.39,2.75 +39553,0.32,Premium,G,VVS1,60.9,61.0,1080.0,4.4,4.37,2.67 +26863,1.69,Ideal,F,VS2,62.2,57.0,16789.0,7.59,7.66,4.74 +7527,1.01,Premium,H,SI2,61.6,59.0,4242.0,6.44,6.39,3.95 +20104,1.2,Very Good,G,VS1,61.0,59.0,8577.0,6.81,6.86,4.17 +40142,0.41,Very Good,E,VVS2,62.2,57.0,1116.0,4.76,4.79,2.97 +7354,0.93,Very Good,D,SI2,62.6,57.0,4214.0,6.2,6.26,3.9 +48651,0.34,Premium,H,VS2,61.1,58.0,537.0,4.47,4.5,2.74 +44572,0.5,Very Good,E,VS2,63.3,57.0,1606.0,5.1,5.07,3.22 +44393,0.5,Premium,E,VS2,61.0,59.0,1583.0,5.13,5.07,3.11 +40508,0.54,Premium,J,VS2,62.6,58.0,1143.0,5.22,5.16,3.25 +41062,0.5,Premium,D,SI2,62.2,58.0,1190.0,5.08,5.14,3.18 +4979,0.8,Very Good,H,VVS1,61.9,56.0,3737.0,5.93,5.96,3.69 +21517,1.12,Premium,G,IF,61.2,58.0,9612.0,6.7,6.67,4.09 +17606,1.33,Premium,I,VS1,61.5,58.0,7090.0,7.06,7.02,4.33 +39480,0.41,Premium,E,VS1,60.6,59.0,1079.0,4.77,4.8,2.9 +31781,0.42,Very Good,F,SI1,62.7,55.0,773.0,4.8,4.83,3.02 +10630,1.15,Premium,H,SI2,61.6,60.0,4830.0,6.75,6.72,4.15 +22404,1.58,Premium,I,VS1,61.1,59.0,10428.0,7.44,7.52,4.57 +4557,1.16,Premium,D,I1,61.8,59.0,3644.0,6.74,6.78,4.18 +34666,0.31,Ideal,E,VS2,61.7,56.0,872.0,4.35,4.31,2.67 +51294,0.72,Good,E,SI1,63.7,58.0,2361.0,5.71,5.66,3.62 +466,1.0,Premium,H,I1,61.3,60.0,2818.0,6.43,6.39,3.93 +17086,1.58,Very Good,F,SI2,63.2,57.0,6813.0,7.43,7.38,4.68 +9332,0.9,Very Good,E,VS2,62.2,59.0,4580.0,6.13,6.18,3.83 +18711,0.27,Very Good,D,VVS2,59.9,59.0,620.0,4.23,4.28,2.55 +26807,2.22,Ideal,J,VS1,61.8,59.0,16689.0,8.34,8.37,5.16 +16989,1.27,Ideal,H,SI1,60.6,57.0,6785.0,7.07,7.0,4.26 +12660,1.02,Good,F,SI1,63.2,59.0,5301.0,6.35,6.38,4.02 +39063,0.52,Very Good,E,SI2,64.0,55.0,1059.0,5.07,5.11,3.26 +28320,0.24,Very Good,H,VVS2,60.7,58.0,432.0,4.04,4.07,2.46 +21181,1.28,Premium,G,VS1,60.9,58.0,9335.0,7.01,7.09,4.29 +22471,1.51,Premium,G,SI1,62.2,58.0,10497.0,7.26,7.3,4.53 +27707,0.36,Premium,I,VS2,61.6,58.0,648.0,4.57,4.52,2.8 +29132,0.42,Ideal,F,SI1,61.6,56.0,691.0,4.81,4.83,2.97 +23957,1.44,Ideal,G,VS1,62.6,57.0,12093.0,7.21,7.19,4.51 +12655,1.0,Premium,E,SI1,60.5,59.0,5299.0,6.4,6.45,3.89 +2652,1.05,Very Good,E,I1,62.2,61.0,3234.0,6.48,6.51,4.04 +37513,0.42,Premium,F,VS1,59.8,57.0,985.0,4.89,4.85,2.91 +6170,0.9,Very Good,I,VS2,59.3,59.0,3992.0,6.27,6.3,3.73 +46029,0.57,Premium,I,VVS1,62.1,58.0,1728.0,5.32,5.25,3.28 +17222,1.21,Very Good,H,VS2,60.1,57.0,6887.0,6.88,6.97,4.16 +8059,0.23,Very Good,E,VVS1,62.2,57.0,583.0,3.93,3.96,2.45 +49756,0.77,Very Good,I,SI2,60.8,56.0,2159.0,5.89,5.92,3.59 +36182,0.41,Premium,E,SI1,60.4,58.0,930.0,4.79,4.75,2.88 +7451,1.14,Premium,G,SI2,62.8,58.0,4233.0,6.68,6.64,4.18 +371,0.75,Very Good,G,VS2,63.4,56.0,2808.0,5.78,5.74,3.65 +32084,0.33,Ideal,E,VS1,59.6,56.0,781.0,4.49,4.54,2.69 +36647,0.43,Premium,E,SI1,61.5,60.0,948.0,4.85,4.78,2.96 +21755,1.51,Good,H,VS2,64.0,59.0,9821.0,7.19,7.25,4.62 +17077,1.2,Very Good,E,SI1,61.0,58.0,6809.0,6.83,6.88,4.18 +2082,1.01,Good,H,I1,63.2,58.0,3110.0,6.33,6.39,4.02 +32707,0.31,Ideal,F,VS2,61.5,56.0,802.0,4.37,4.34,2.68 +17966,1.25,Premium,E,SI1,60.9,59.0,7260.0,6.98,7.02,4.26 +9340,0.94,Premium,E,SI1,62.4,56.0,4580.0,6.27,6.24,3.9 +30524,0.31,Ideal,E,VS1,60.7,57.0,733.0,4.37,4.4,2.66 +3825,0.8,Very Good,F,VS1,63.6,56.0,3471.0,5.83,5.94,3.74 +25093,2.15,Very Good,J,SI1,62.4,60.0,13622.0,8.18,8.24,5.12 +6629,0.8,Ideal,E,VS1,62.1,56.0,4086.0,5.92,5.97,3.69 +41948,0.29,Ideal,D,VS1,61.7,57.0,504.0,4.23,4.26,2.62 +42753,0.58,Ideal,G,SI2,62.2,55.0,1343.0,5.4,5.36,3.35 +23745,1.36,Ideal,D,VS2,62.1,55.0,11793.0,7.18,7.13,4.44 +35329,0.4,Good,D,VS1,63.2,56.0,898.0,4.69,4.74,2.98 +3139,0.88,Ideal,E,SI2,62.2,57.0,3329.0,6.08,6.2,3.82 +41007,0.4,Very Good,E,VVS2,59.8,60.0,1184.0,4.8,4.84,2.88 +26174,2.0,Very Good,I,VS2,59.5,62.0,15510.0,8.13,8.21,4.86 +26927,2.01,Premium,H,SI1,58.5,58.0,16956.0,8.3,8.25,4.84 +9926,1.1,Premium,E,SI2,60.1,62.0,4691.0,6.69,6.65,4.01 +49457,0.51,Ideal,G,VVS1,62.3,55.0,2111.0,5.14,5.1,3.19 +50166,0.7,Good,G,SI1,63.9,58.0,2218.0,5.57,5.51,3.54 +35667,0.41,Very Good,G,VS1,61.6,59.0,908.0,4.74,4.8,2.94 +35424,0.32,Premium,E,VS2,60.5,58.0,900.0,4.48,4.44,2.7 +53139,0.74,Premium,G,VS2,60.2,60.0,2621.0,5.84,5.82,3.51 +23081,2.0,Premium,H,SI2,61.4,59.0,11108.0,8.07,8.0,4.93 +43721,0.51,Very Good,G,VS2,62.4,62.0,1438.0,5.07,5.09,3.17 +43157,0.54,Premium,G,SI1,60.3,57.0,1389.0,5.4,5.24,3.21 +10343,1.06,Very Good,G,SI2,61.0,57.0,4769.0,6.58,6.61,4.02 +30937,0.24,Very Good,G,VVS2,62.0,56.0,449.0,4.0,4.03,2.49 +40316,0.4,Premium,E,VS1,61.8,55.0,1125.0,4.76,4.72,2.93 +12515,1.01,Premium,H,VS2,61.6,59.0,5260.0,6.41,6.39,3.94 +336,0.71,Premium,F,VS2,58.0,62.0,2803.0,5.85,5.81,3.38 +35588,0.41,Very Good,D,SI1,63.4,56.0,907.0,4.76,4.73,3.01 +52041,0.71,Very Good,H,VS2,59.2,63.0,2450.0,5.85,5.81,3.45 +12875,1.03,Premium,H,VS2,61.6,61.0,5364.0,6.51,6.44,3.99 +15967,1.0,Good,D,VS2,64.1,58.0,6389.0,6.24,6.33,4.03 +499,0.7,Ideal,D,SI1,60.7,56.0,2822.0,5.75,5.72,3.48 +24828,1.51,Premium,F,VS2,61.8,56.0,13221.0,7.39,7.28,4.53 +6782,1.0,Good,G,SI2,57.6,62.0,4113.0,6.62,6.55,3.79 +45528,0.59,Ideal,D,SI1,62.1,56.0,1684.0,5.36,5.4,3.34 +33821,0.32,Ideal,G,VVS1,60.2,56.0,842.0,4.45,4.49,2.69 +19049,0.3,Very Good,E,VVS2,63.2,56.0,622.0,4.23,4.28,2.69 +36740,0.32,Premium,E,VVS1,61.8,59.0,954.0,4.35,4.39,2.7 +14360,1.21,Ideal,H,SI2,62.0,54.5,5814.0,6.81,6.87,4.25 +10247,1.01,Ideal,H,SI1,62.6,55.0,4749.0,6.39,6.43,4.01 +29308,0.25,Ideal,G,VS1,62.6,53.0,438.0,4.01,4.07,2.53 +11490,1.16,Premium,I,VS2,62.4,58.0,5016.0,6.69,6.65,4.16 +51805,0.7,Premium,G,SI1,60.5,57.0,2415.0,5.75,5.68,3.46 +8003,1.01,Ideal,G,SI2,60.5,58.0,4327.0,6.52,6.48,3.93 +29036,0.24,Ideal,D,VS1,62.6,57.0,687.0,3.92,4.0,2.48 +31437,0.3,Ideal,H,IF,62.0,55.0,764.0,4.33,4.35,2.69 +34872,0.3,Very Good,G,VVS2,63.2,57.0,878.0,4.28,4.23,2.69 +8001,1.01,Ideal,G,SI2,59.6,57.0,4327.0,6.59,6.54,3.91 +23814,1.71,Very Good,D,SI2,63.5,59.0,11873.0,7.57,7.59,4.81 +49305,0.24,Ideal,F,VVS2,61.5,56.0,540.0,3.99,4.01,2.46 +42386,0.5,Ideal,H,VS2,60.3,55.0,1306.0,5.16,5.21,3.13 +9347,1.02,Premium,D,SI2,59.3,60.0,4583.0,6.56,6.52,3.88 +17578,1.09,Ideal,G,VS1,60.5,57.0,7078.0,6.69,6.73,4.06 +14896,1.26,Ideal,H,SI2,61.0,56.0,5998.0,6.99,6.95,4.25 +18103,1.51,Premium,H,SI2,63.0,59.0,7321.0,7.26,7.16,4.54 +24629,2.01,Premium,J,VS1,60.2,61.0,12963.0,8.23,8.16,4.93 +50539,0.77,Ideal,G,SI2,61.2,57.0,2275.0,5.94,5.98,3.65 +29950,0.33,Ideal,I,SI1,61.5,57.0,445.0,4.46,4.49,2.75 +49388,0.71,Fair,F,SI2,65.2,55.5,2103.0,5.52,5.58,3.62 +32744,0.32,Ideal,F,VVS1,61.5,56.0,803.0,4.39,4.42,2.71 +3064,0.76,Premium,H,VVS1,60.7,58.0,3311.0,5.9,5.93,3.59 +43527,0.5,Very Good,H,VS1,64.6,56.0,1426.0,4.97,5.06,3.24 +3944,0.72,Ideal,G,VVS1,62.2,57.0,3502.0,5.72,5.75,3.57 +9889,1.03,Ideal,F,SI2,61.6,55.0,4683.0,6.46,6.49,3.99 +40253,0.52,Ideal,I,SI2,61.9,55.0,1125.0,5.17,5.23,3.22 +12518,1.01,Ideal,H,VS2,62.7,56.0,5260.0,6.4,6.35,4.0 +6851,1.0,Ideal,I,SI1,59.8,57.0,4125.0,6.44,6.5,3.87 +40704,0.4,Ideal,E,VVS2,62.1,56.0,1158.0,4.7,4.73,2.93 +20996,1.02,Ideal,F,VVS2,61.9,57.0,9212.0,6.53,6.42,4.01 +38442,0.38,Ideal,E,VS1,62.1,57.0,1027.0,4.62,4.65,2.88 +10204,0.8,Ideal,G,VVS2,61.4,57.0,4740.0,5.96,6.0,3.67 +9879,1.01,Very Good,I,SI1,62.1,58.0,4681.0,6.37,6.39,3.96 +550,0.71,Very Good,E,VS2,62.7,59.0,2830.0,5.65,5.7,3.56 +30423,0.32,Ideal,H,VVS1,61.6,56.0,730.0,4.39,4.41,2.71 +12454,1.0,Ideal,D,SI2,62.7,58.0,5246.0,6.34,6.39,3.99 +9618,1.33,Premium,G,SI2,61.3,59.0,4634.0,7.06,6.93,4.29 +11104,1.02,Very Good,H,SI1,62.8,58.0,4932.0,6.37,6.43,4.02 +37155,0.32,Ideal,D,VS2,61.0,56.0,972.0,4.46,4.42,2.71 +7498,1.04,Premium,I,VS1,61.4,57.0,4240.0,6.52,6.47,3.99 +209,0.73,Very Good,H,VS2,60.8,56.0,2779.0,5.82,5.84,3.55 +42407,0.57,Premium,H,SI1,59.3,58.0,1309.0,5.46,5.4,3.22 +46317,0.3,Good,E,SI1,63.1,53.0,526.0,4.27,4.32,2.71 +39035,0.41,Ideal,H,SI1,61.3,55.0,1056.0,4.81,4.85,2.96 +32599,0.3,Ideal,F,VVS1,58.0,60.0,802.0,4.34,4.37,2.64 +38693,0.37,Ideal,E,VS2,62.5,56.0,1041.0,4.61,4.58,2.87 +24350,1.53,Ideal,F,SI1,62.2,55.0,12616.0,7.35,7.37,4.57 +33029,0.3,Ideal,D,VVS2,60.7,58.0,814.0,4.3,4.33,2.62 +12562,1.24,Premium,H,SI2,60.4,59.0,5277.0,6.99,6.92,4.2 +22889,1.64,Ideal,F,SI2,61.4,57.0,10929.0,7.59,7.55,4.65 +7161,0.73,Ideal,G,VVS1,61.7,57.0,4182.0,5.77,5.8,3.57 +41443,0.4,Very Good,G,IF,61.4,54.0,1229.0,4.76,4.79,2.93 +4955,1.01,Premium,J,SI2,61.2,59.0,3733.0,6.43,6.37,3.92 +42943,0.3,Premium,I,SI1,61.9,61.0,506.0,4.29,4.27,2.65 +7850,0.9,Very Good,D,SI1,63.3,57.0,4304.0,6.12,6.07,3.86 +17985,1.07,Ideal,G,VS2,61.9,55.0,7275.0,6.55,6.57,4.06 +13971,1.85,Very Good,H,I1,63.3,56.0,5688.0,7.8,7.75,4.92 +36365,0.33,Ideal,F,VVS1,61.9,55.0,939.0,4.46,4.47,2.76 +34171,0.33,Ideal,G,VS1,62.4,56.0,854.0,4.45,4.43,2.77 +14757,1.01,Premium,D,SI1,61.6,58.0,5939.0,6.47,6.42,3.97 +16340,1.2,Very Good,E,SI1,61.8,56.0,6534.0,6.75,6.82,4.19 +24598,1.52,Ideal,E,SI1,62.0,56.0,12907.0,7.36,7.34,4.56 +41393,0.42,Premium,F,VVS2,60.3,59.0,1221.0,4.86,4.83,2.92 +4238,1.0,Very Good,H,SI2,59.1,62.0,3575.0,6.47,6.5,3.83 +36561,0.4,Ideal,E,SI1,61.2,57.0,945.0,4.74,4.7,2.89 +32440,0.43,Premium,F,SI1,60.5,60.0,792.0,4.84,4.88,2.94 +2207,0.9,Premium,J,SI1,60.4,59.0,3141.0,6.27,6.24,3.78 +18093,1.23,Ideal,H,SI1,62.3,58.0,7313.0,6.85,6.89,4.28 +26082,2.0,Premium,H,SI2,60.7,60.0,15312.0,8.07,8.11,4.91 +48383,0.7,Ideal,G,SI2,61.8,56.0,1966.0,5.66,5.6,3.48 +35913,0.39,Ideal,G,SI1,61.4,55.0,919.0,4.7,4.74,2.9 +11877,1.05,Ideal,D,SI2,61.9,56.0,5110.0,6.5,6.53,4.03 +32686,0.31,Premium,G,VS1,63.0,57.0,802.0,4.32,4.28,2.71 +41576,0.6,Ideal,H,SI2,61.9,55.0,1238.0,5.43,5.46,3.37 +23606,1.3,Ideal,G,VVS2,62.4,56.1,11633.0,6.97,7.02,4.36 +25337,1.55,Ideal,G,VS2,61.6,55.0,14039.0,7.48,7.45,4.6 +42268,0.44,Ideal,D,VS1,62.3,55.0,1294.0,4.88,4.85,3.03 +3747,0.3,Ideal,F,VS1,61.3,55.0,570.0,4.32,4.36,2.66 +21974,1.07,Ideal,E,VVS2,61.4,56.0,10043.0,6.65,6.55,4.05 +10007,0.9,Very Good,E,VS2,60.4,60.0,4707.0,6.23,6.29,3.78 +2510,0.7,Ideal,D,SI1,61.7,57.0,3199.0,5.76,5.73,3.54 +17861,1.04,Very Good,F,VS1,63.0,56.0,7207.0,6.45,6.5,4.08 +11674,1.05,Premium,D,SI2,60.4,57.0,5057.0,6.6,6.55,3.97 +9429,1.2,Very Good,J,VS2,62.5,57.0,4590.0,6.72,6.79,4.22 +9433,1.06,Ideal,I,SI2,62.7,58.0,4591.0,6.48,6.5,4.07 +10501,1.02,Ideal,E,SI2,62.9,57.0,4798.0,6.44,6.38,4.03 +32945,0.34,Ideal,I,SI1,62.3,55.0,459.0,4.42,4.47,2.77 +28312,0.3,Good,H,SI1,63.3,56.0,432.0,4.27,4.29,2.71 +18609,1.0,Premium,G,VVS2,59.5,61.0,7589.0,6.46,6.42,3.83 +11441,1.14,Ideal,E,SI2,62.6,56.0,5005.0,6.69,6.63,4.17 +37850,0.33,Premium,E,VS1,61.5,59.0,1002.0,4.46,4.42,2.73 +15926,1.04,Ideal,H,VS1,62.5,53.0,6368.0,6.5,6.52,4.07 +30795,0.3,Ideal,E,VVS2,62.3,54.0,742.0,4.31,4.36,2.7 +12408,1.01,Ideal,D,SI1,61.6,56.0,5234.0,6.45,6.48,3.98 +3732,0.36,Very Good,I,VS1,60.3,60.0,568.0,4.58,4.64,2.78 +35542,0.33,Ideal,E,VVS1,62.2,54.0,906.0,4.46,4.48,2.78 +39900,0.42,Ideal,D,VS2,61.2,56.0,1103.0,4.84,4.8,2.95 +45024,0.54,Ideal,H,VS1,61.5,56.0,1637.0,5.24,5.23,3.22 +3351,0.91,Premium,E,SI2,60.0,60.0,3379.0,6.28,6.23,3.75 +10334,1.01,Very Good,E,SI1,58.6,58.0,4766.0,6.52,6.58,3.84 +21674,1.58,Good,I,VS1,58.6,62.0,9775.0,7.59,7.66,4.47 +52808,0.71,Very Good,I,VVS1,63.4,57.0,2572.0,5.71,5.67,3.61 +6036,0.32,Ideal,I,VVS1,61.4,56.0,575.0,4.42,4.44,2.72 +1148,0.72,Very Good,E,VS2,63.2,58.0,2923.0,5.67,5.72,3.6 +51491,0.71,Premium,F,SI1,63.0,59.0,2381.0,5.69,5.62,3.56 +22953,1.27,Ideal,G,VVS1,61.7,56.0,11002.0,7.03,6.9,4.3 +530,0.9,Premium,I,SI2,62.2,59.0,2826.0,6.11,6.07,3.79 +29295,0.31,Ideal,I,SI1,61.5,55.0,436.0,4.36,4.39,2.69 +52519,0.7,Ideal,F,SI1,62.8,56.0,2528.0,5.63,5.68,3.55 +19620,1.03,Ideal,F,VS1,62.8,54.0,8237.0,6.48,6.39,4.05 +6477,0.9,Good,E,SI1,62.4,62.0,4054.0,6.13,6.17,3.84 +47144,0.72,Ideal,J,SI1,62.7,56.0,1832.0,5.67,5.75,3.58 +1676,1.02,Fair,J,SI1,66.8,55.0,3027.0,6.25,6.18,4.15 +33131,0.31,Very Good,E,VVS2,60.8,55.0,816.0,4.38,4.43,2.68 +25893,2.05,Very Good,F,SI2,61.9,56.0,15017.0,8.13,8.18,5.05 +45031,0.54,Ideal,E,SI1,61.5,57.0,1637.0,5.25,5.22,3.22 +38334,0.32,Ideal,E,VVS1,61.7,56.0,1020.0,4.42,4.4,2.72 +26347,0.32,Ideal,F,VS2,61.1,57.0,645.0,4.44,4.47,2.72 +18380,0.4,Good,E,SI2,64.2,57.0,617.0,4.68,4.7,3.01 +39748,0.5,Good,F,SI2,63.8,59.0,1094.0,5.02,4.95,3.18 +28246,0.33,Ideal,H,VVS2,61.9,57.0,666.0,4.41,4.44,2.74 +36352,0.4,Premium,H,VS1,62.7,59.0,938.0,4.71,4.63,2.93 +16900,1.5,Ideal,J,SI1,59.4,62.0,6745.0,7.38,7.35,4.38 +32996,0.38,Premium,H,SI1,59.7,60.0,812.0,4.68,4.66,2.79 +53010,0.7,Premium,F,SI1,59.4,59.0,2596.0,5.8,5.75,3.43 +53907,0.75,Very Good,E,SI1,63.0,55.0,2753.0,5.76,5.79,3.64 +28597,0.3,Very Good,G,VS2,63.1,57.0,675.0,4.28,4.24,2.69 +25535,1.66,Premium,D,SI1,62.0,59.0,14354.0,7.6,7.55,4.7 +31056,0.38,Very Good,I,VVS1,63.5,57.0,752.0,4.6,4.63,2.93 +12595,1.21,Premium,I,SI1,62.0,56.0,5285.0,6.89,6.83,4.25 +10453,1.14,Premium,I,SI1,60.1,60.0,4788.0,6.81,6.76,4.08 +37927,0.23,Good,E,VVS2,63.4,61.0,485.0,3.85,3.91,2.46 +13604,1.02,Very Good,E,VS2,62.8,59.0,5565.0,6.39,6.44,4.03 +31012,0.35,Premium,F,SI1,62.3,58.0,748.0,4.53,4.49,2.81 +28245,0.33,Ideal,H,VVS2,61.7,56.0,666.0,4.41,4.44,2.73 +13182,0.9,Ideal,E,SI1,62.0,56.0,5450.0,6.18,6.2,3.84 +26606,1.8,Ideal,F,SI1,61.4,54.0,16340.0,7.86,7.82,4.81 +47004,0.31,Ideal,F,IF,61.2,57.0,1818.0,4.35,4.38,2.67 +46841,0.58,Ideal,F,VS2,61.9,60.0,1811.0,5.32,5.35,3.3 +41324,0.65,Ideal,J,SI1,61.9,54.0,1214.0,5.6,5.62,3.47 +36999,0.39,Very Good,F,VVS2,61.7,56.0,965.0,4.7,4.74,2.91 +41889,0.41,Ideal,G,IF,61.6,55.0,1259.0,4.78,4.83,2.96 +25031,0.31,Very Good,D,VS2,63.6,55.0,641.0,4.29,4.32,2.74 +44978,0.32,Ideal,I,VS1,62.0,54.0,523.0,4.37,4.41,2.72 +17856,1.16,Premium,G,VS2,59.9,60.0,7203.0,6.88,6.85,4.11 +53441,0.81,Ideal,E,SI2,61.4,57.0,2673.0,6.0,5.97,3.68 +30935,0.24,Very Good,H,VVS2,61.9,57.0,449.0,3.97,4.01,2.47 +47130,0.54,Ideal,G,VVS2,61.8,55.0,1829.0,5.22,5.3,3.24 +34164,0.33,Premium,G,VS1,60.1,61.0,854.0,4.48,4.44,2.68 +25926,1.01,Good,D,IF,63.4,59.0,15081.0,6.26,6.39,4.01 +7233,0.92,Premium,F,SI1,62.2,59.0,4194.0,6.21,6.14,3.84 +52621,0.32,Very Good,D,SI1,62.9,56.0,550.0,4.38,4.4,2.76 +48048,0.64,Premium,E,VS2,61.6,62.0,1926.0,5.48,5.46,3.37 +51524,0.75,Very Good,I,VS1,63.3,57.0,2385.0,5.82,5.74,3.66 +6197,0.9,Very Good,D,SI1,63.2,62.0,3997.0,6.13,6.06,3.85 +30345,0.36,Ideal,E,VS1,62.7,57.0,727.0,4.55,4.58,2.86 +50983,0.31,Good,E,SI1,63.4,55.0,544.0,4.32,4.33,2.74 +47558,0.7,Ideal,J,VS2,62.4,55.0,1874.0,5.68,5.7,3.55 +8791,0.98,Ideal,G,SI2,61.7,56.0,4470.0,6.36,6.4,3.93 +42813,0.47,Good,F,VS1,64.0,60.0,1353.0,4.96,4.87,3.15 +17111,1.06,Very Good,F,VS2,62.2,57.0,6823.0,6.53,6.58,4.08 +40362,0.43,Ideal,D,VS2,61.8,56.0,1129.0,4.83,4.81,2.98 +51880,0.71,Good,I,VVS2,63.6,57.0,2428.0,5.66,5.69,3.61 +31422,0.34,Ideal,F,VS1,61.7,55.0,764.0,4.51,4.53,2.79 +49949,0.57,Ideal,F,VS1,61.9,55.0,2189.0,5.34,5.32,3.3 +25992,1.66,Ideal,H,VS1,61.5,56.0,15210.0,7.6,7.66,4.69 +25588,2.06,Ideal,I,SI2,62.3,57.0,14428.0,8.2,8.12,5.09 +28948,0.3,Ideal,G,VVS2,62.7,57.0,684.0,4.26,4.32,2.69 +12052,0.34,Ideal,H,VS1,62.3,55.0,596.0,4.45,4.48,2.78 +40637,0.41,Premium,E,VS1,62.3,59.0,1153.0,4.76,4.74,2.96 +29521,0.38,Ideal,I,VS1,62.3,53.4,703.0,4.65,4.69,2.91 +12115,1.25,Premium,I,SI2,60.5,58.0,5166.0,7.0,6.96,4.22 +3240,0.81,Ideal,D,SI1,61.9,57.0,3353.0,6.01,5.97,3.71 +27658,2.42,Premium,J,VS2,61.3,59.0,18615.0,8.61,8.58,5.27 +27130,2.04,Ideal,J,IF,61.5,58.0,17327.0,8.11,8.14,5.0 +10306,1.09,Premium,H,SI2,59.6,61.0,4761.0,6.69,6.63,3.97 +10057,0.27,Very Good,E,VVS1,62.4,55.0,591.0,4.18,4.22,2.62 +14141,1.26,Very Good,H,SI2,62.2,57.0,5736.0,6.86,6.9,4.28 +20082,1.21,Ideal,F,VS2,62.9,54.0,8557.0,6.82,6.78,4.28 +36888,0.35,Ideal,G,IF,60.7,57.0,959.0,4.59,4.61,2.79 +18383,0.31,Good,F,SI1,64.1,61.0,618.0,4.29,4.2,2.72 +52345,0.72,Fair,E,SI1,56.9,61.0,2498.0,5.91,5.97,3.38 +28765,0.31,Premium,E,VS2,60.8,58.0,680.0,4.35,4.37,2.65 +3341,0.9,Premium,H,SI1,62.0,55.0,3377.0,6.21,6.17,3.84 +5967,0.9,Very Good,F,SI1,60.4,60.0,3950.0,6.23,6.29,3.78 +20933,1.51,Very Good,E,SI2,61.2,58.0,9140.0,7.3,7.35,4.48 +50690,0.7,Good,F,SI1,64.1,56.0,2289.0,5.63,5.6,3.6 +3080,0.9,Premium,D,SI2,61.0,61.0,3312.0,6.17,6.15,3.76 +43170,0.54,Ideal,H,VS2,62.6,57.0,1389.0,5.24,5.2,3.27 +16683,0.25,Ideal,I,VVS1,61.9,55.0,421.0,4.07,4.1,2.53 +28032,0.3,Very Good,E,VS2,62.9,58.0,658.0,4.22,4.27,2.67 +1941,0.9,Premium,E,SI2,59.5,61.0,3084.0,6.3,6.24,3.73 +13020,1.11,Ideal,G,SI1,61.9,57.0,5408.0,6.63,6.66,4.11 +29257,0.39,Ideal,I,VS2,60.8,56.0,698.0,4.72,4.75,2.88 +4540,1.0,Good,H,SI2,64.1,61.0,3640.0,6.36,6.27,4.05 +36377,0.37,Premium,D,VS1,61.9,58.0,941.0,4.56,4.62,2.84 +33335,0.32,Ideal,F,VVS1,61.1,56.0,827.0,4.42,4.45,2.71 +33049,0.3,Ideal,F,VVS1,62.6,55.0,814.0,4.28,4.31,2.69 +38189,0.41,Ideal,D,SI1,62.7,56.0,1015.0,4.78,4.73,2.98 +41571,0.41,Ideal,G,VVS2,61.9,55.0,1238.0,4.77,4.79,2.96 +30435,0.32,Ideal,H,VVS1,62.1,54.0,730.0,4.4,4.42,2.74 +50626,0.3,Ideal,E,SI2,62.0,54.0,401.0,4.33,4.35,2.69 +49105,0.55,Ideal,G,VVS2,62.0,53.8,2064.0,5.25,5.28,3.27 +10751,1.12,Very Good,G,SI2,60.2,59.0,4852.0,6.7,6.85,4.08 +50161,0.71,Very Good,J,VVS1,59.7,58.0,2218.0,5.8,5.83,3.47 +22193,1.13,Ideal,G,IF,61.7,57.0,10228.0,6.65,6.7,4.12 +31124,0.43,Very Good,G,SI1,60.4,58.0,754.0,4.87,4.9,2.95 +44677,0.71,Ideal,J,SI1,62.6,57.0,1609.0,5.7,5.65,3.55 +29715,0.31,Very Good,H,VVS1,61.9,58.0,707.0,4.32,4.34,2.68 +42036,0.53,Premium,G,SI1,61.3,58.0,1268.0,5.16,5.21,3.18 +22880,1.58,Ideal,I,VS1,62.4,54.0,10920.0,7.43,7.46,4.64 +31753,0.4,Ideal,D,SI1,62.0,56.0,772.0,4.68,4.71,2.91 +13831,1.25,Very Good,H,SI2,61.2,62.0,5637.0,6.84,6.95,4.22 +1074,0.31,Premium,H,SI1,61.7,59.0,558.0,4.39,4.36,2.7 +45230,0.46,Ideal,E,VVS2,62.6,55.0,1657.0,4.92,4.95,3.09 +52833,0.7,Ideal,F,VS2,62.8,56.0,2573.0,5.7,5.67,3.57 +10511,1.03,Very Good,H,SI1,60.4,58.0,4800.0,6.48,6.56,3.94 +25610,1.51,Very Good,F,VS1,58.9,60.0,14481.0,7.46,7.54,4.42 +31710,0.42,Very Good,I,VVS2,61.7,55.0,771.0,4.81,4.85,2.98 +39454,0.5,Good,E,SI2,63.1,58.0,1077.0,5.05,5.09,3.2 +34212,0.33,Ideal,D,VS2,62.3,54.0,855.0,4.46,4.43,2.77 +47273,0.5,Ideal,H,IF,61.1,58.0,1844.0,5.1,5.14,3.13 +25910,2.06,Good,I,VS2,60.2,64.0,15046.0,8.34,8.14,4.97 +7751,1.02,Ideal,I,VS2,60.8,57.0,4281.0,6.42,6.5,3.93 +49140,0.51,Ideal,D,VS1,61.6,57.0,2066.0,5.16,5.13,3.17 +15109,1.01,Very Good,F,VS2,61.0,57.0,6073.0,6.42,6.5,3.94 +31424,0.41,Ideal,F,SI1,61.2,58.0,764.0,4.76,4.81,2.93 +4244,0.9,Good,H,SI1,59.0,62.0,3577.0,6.23,6.27,3.69 +27840,0.39,Ideal,D,SI2,61.6,56.0,651.0,4.69,4.72,2.9 +41907,0.51,Very Good,G,SI1,59.7,58.0,1261.0,5.2,5.26,3.12 +40658,0.54,Good,H,SI1,63.3,57.0,1154.0,5.15,5.22,3.28 +42278,0.23,Very Good,F,VVS1,63.2,58.0,505.0,3.89,3.93,2.47 +17327,0.95,Ideal,G,IF,59.8,59.0,6951.0,6.36,6.43,3.82 +26162,2.0,Premium,G,SI2,60.1,62.0,15485.0,8.07,8.0,4.83 +32410,0.41,Premium,D,SI1,62.1,59.0,791.0,4.74,4.76,2.95 +45856,0.54,Ideal,D,SI1,62.6,55.0,1715.0,5.23,5.19,3.26 +24303,1.51,Premium,G,VS2,60.7,60.0,12551.0,7.4,7.36,4.48 +34023,0.4,Ideal,I,VVS1,61.0,56.0,849.0,4.79,4.81,2.93 +38973,0.3,Ideal,E,VVS2,61.4,55.0,1053.0,4.34,4.36,2.67 +11081,0.93,Very Good,F,VS2,62.7,58.0,4925.0,6.21,6.27,3.91 +37010,0.33,Premium,G,VVS2,60.6,58.0,965.0,4.5,4.47,2.72 +37325,0.4,Very Good,E,VS1,60.3,58.0,980.0,4.8,4.82,2.9 +20729,0.31,Premium,F,VS2,61.7,58.0,625.0,4.34,4.38,2.69 +30443,0.32,Premium,H,VVS1,61.5,59.0,730.0,4.37,4.41,2.7 +45591,0.52,Very Good,E,VS2,62.3,57.0,1689.0,5.1,5.17,3.2 +16519,1.0,Very Good,E,VS2,62.8,57.0,6600.0,6.34,6.37,3.99 +42752,0.51,Ideal,G,VS2,62.0,56.0,1343.0,5.11,5.18,3.19 +33610,0.31,Ideal,D,SI2,62.6,57.0,462.0,4.27,4.35,2.7 +26207,2.09,Ideal,H,SI2,62.0,59.0,15589.0,8.15,8.2,5.07 +27692,0.41,Ideal,J,VS1,61.5,55.0,648.0,4.77,4.79,2.94 +22755,2.01,Fair,H,SI2,65.3,56.0,10772.0,7.95,7.86,5.16 +43480,0.5,Premium,E,VS2,58.1,61.0,1420.0,5.23,5.17,3.02 +20962,1.2,Ideal,F,VS2,62.7,57.0,9176.0,6.71,6.76,4.22 +49288,0.7,Fair,E,SI2,64.6,53.0,2092.0,5.58,5.63,3.62 +31255,0.4,Ideal,J,IF,62.5,56.0,758.0,4.7,4.74,2.95 +11595,1.09,Premium,D,SI2,61.3,58.0,5042.0,6.65,6.62,4.07 +36353,0.4,Very Good,F,VS1,63.1,59.0,938.0,4.68,4.64,2.94 +39430,0.41,Premium,F,VS1,62.7,58.0,1076.0,4.77,4.74,2.98 +2459,0.89,Premium,G,SI1,61.1,58.0,3190.0,6.24,6.17,3.79 +53705,0.51,Ideal,D,VVS2,61.3,57.0,2718.0,5.14,5.17,3.16 +2709,0.29,Very Good,F,VVS1,61.5,56.0,563.0,4.26,4.3,2.63 +47046,0.5,Very Good,D,VS2,63.3,57.0,1819.0,5.08,5.06,3.21 +40331,0.56,Ideal,G,SI2,61.0,57.0,1127.0,5.34,5.32,3.25 +20616,1.3,Ideal,H,VS1,61.3,59.0,8915.0,6.97,7.03,4.29 +48187,0.65,Very Good,D,SI1,62.4,58.0,1945.0,5.52,5.57,3.46 +45140,0.57,Very Good,E,VS2,63.0,59.0,1654.0,5.25,5.29,3.32 +30068,0.32,Ideal,G,VS2,59.8,57.0,720.0,4.46,4.43,2.66 +52367,0.9,Good,I,SI2,64.0,55.0,2503.0,6.11,6.05,3.89 +29093,0.36,Premium,G,SI1,61.8,60.0,689.0,4.57,4.53,2.81 +39135,0.41,Premium,G,VS2,62.4,58.0,1061.0,4.76,4.72,2.96 +45250,0.43,Premium,D,VVS1,59.6,58.0,1659.0,4.94,4.89,2.93 +34523,0.33,Premium,G,VVS1,61.9,59.0,868.0,4.38,4.41,2.72 +52057,0.7,Very Good,H,VS1,62.5,61.0,2453.0,5.62,5.67,3.53 +4895,0.9,Very Good,I,VS2,61.2,57.0,3720.0,6.15,6.2,3.78 +20667,1.51,Very Good,I,VS2,63.0,60.0,8952.0,7.25,7.3,4.58 +34083,0.36,Ideal,E,VS1,61.6,57.0,852.0,4.54,4.58,2.81 +38258,0.3,Very Good,I,SI1,62.5,57.0,382.0,4.27,4.3,2.68 +24102,1.33,Ideal,G,VVS1,62.2,54.0,12255.0,7.02,7.06,4.38 +20384,0.31,Very Good,H,VVS2,62.8,57.0,625.0,4.3,4.33,2.71 +33786,0.32,Premium,H,IF,61.2,58.0,842.0,4.37,4.39,2.68 +5086,0.9,Good,G,SI1,60.0,61.0,3752.0,6.19,6.22,3.72 +34116,0.31,Ideal,E,VVS1,61.5,56.0,853.0,4.34,4.37,2.68 +3410,0.3,Ideal,F,VS2,62.1,57.0,568.0,4.27,4.3,2.66 +41734,0.41,Ideal,E,VVS2,62.8,54.0,1243.0,4.77,4.72,2.98 +30756,0.25,Ideal,E,VVS2,61.6,57.0,740.0,4.1,4.08,2.52 +40106,0.33,Premium,G,VVS1,62.1,58.0,1114.0,4.43,4.4,2.74 +19032,0.3,Ideal,E,VS2,61.3,57.0,621.0,4.3,4.34,2.65 +50803,0.61,Ideal,F,VS2,61.5,54.0,2306.0,5.48,5.51,3.38 +13499,0.7,Ideal,D,VVS2,61.3,56.0,5539.0,5.72,5.76,3.52 +35643,0.31,Ideal,G,VVS2,62.4,56.0,907.0,4.36,4.33,2.71 +21728,1.59,Ideal,G,VS2,61.8,56.0,9794.0,7.51,7.44,4.62 +16798,1.01,Premium,E,VS2,60.4,57.0,6697.0,6.49,6.45,3.91 +2340,0.74,Ideal,F,VS2,62.1,56.0,3171.0,5.79,5.83,3.61 +3684,0.7,Ideal,E,VS1,61.0,56.0,3446.0,5.7,5.77,3.5 +11572,1.03,Premium,G,SI1,61.9,56.0,5037.0,6.54,6.48,4.03 +36558,0.4,Premium,E,SI1,62.6,59.0,945.0,4.71,4.68,2.94 +15301,1.29,Premium,I,SI1,62.0,59.0,6140.0,7.03,6.98,4.34 +29530,0.41,Ideal,F,SI2,61.1,57.0,703.0,4.8,4.86,2.95 +28040,0.41,Good,F,SI1,64.4,56.0,659.0,4.69,4.72,3.03 +36191,0.61,Good,G,I1,61.2,57.2,931.0,5.44,5.49,3.34 +31978,0.26,Very Good,F,VS2,62.4,58.0,453.0,4.06,4.08,2.54 +36599,0.38,Ideal,E,VVS2,61.8,56.0,947.0,4.67,4.72,2.9 +32088,0.33,Ideal,D,VS2,62.3,56.0,781.0,4.43,4.46,2.77 +30336,0.34,Ideal,F,SI1,62.8,56.0,727.0,4.46,4.42,2.79 +23737,1.68,Ideal,E,SI2,60.4,55.0,11781.0,7.7,7.79,4.68 +25756,1.51,Good,E,VS2,62.6,60.0,14709.0,7.22,7.28,4.54 +24245,2.04,Fair,E,SI2,67.4,56.0,12454.0,7.8,7.76,5.24 +33756,0.38,Ideal,G,VS2,61.5,57.0,840.0,4.66,4.68,2.87 +49233,0.7,Ideal,I,SI1,59.9,59.0,2083.0,5.75,5.8,3.46 +45067,0.67,Fair,F,SI1,56.0,67.0,1642.0,5.81,5.78,3.25 +16656,1.21,Premium,F,SI1,60.0,60.0,6659.0,6.96,6.91,4.16 +10440,1.0,Good,D,SI1,65.1,54.0,4786.0,6.23,6.27,4.07 +21943,1.51,Ideal,H,SI1,61.3,56.0,10012.0,7.44,7.4,4.55 +31045,0.4,Good,I,VVS2,59.7,62.0,750.0,4.75,4.79,2.85 +4043,0.84,Premium,E,VS2,62.4,60.0,3528.0,6.04,5.98,3.75 +10601,1.01,Ideal,H,SI2,62.0,57.0,4825.0,6.4,6.43,3.98 +51828,0.7,Very Good,H,VS1,59.5,60.0,2421.0,5.74,5.76,3.42 +46019,0.53,Ideal,E,VS2,62.0,55.0,1727.0,5.21,5.17,3.22 +25069,1.06,Ideal,D,VVS2,61.9,56.0,13588.0,6.51,6.54,4.04 +3391,0.34,Very Good,F,SI1,62.8,56.0,566.0,4.42,4.46,2.79 +6364,0.32,Ideal,I,VS2,63.0,55.0,576.0,4.39,4.34,2.75 +20442,1.51,Fair,G,VS2,56.0,65.0,8794.0,7.68,7.57,4.27 +35958,0.36,Premium,E,SI2,58.5,59.0,475.0,4.67,4.63,2.72 +51362,0.72,Premium,G,SI2,61.6,55.0,2364.0,5.79,5.76,3.56 +52659,0.71,Very Good,I,VVS1,63.0,58.0,2549.0,5.6,5.67,3.55 +37590,0.44,Ideal,G,SI1,61.5,57.0,990.0,4.88,4.87,3.0 +45075,0.52,Ideal,E,VS2,61.5,56.0,1644.0,5.14,5.17,3.17 +53587,0.8,Ideal,G,SI1,60.8,57.0,2699.0,6.02,6.05,3.67 +1504,0.7,Ideal,F,VS1,62.4,55.0,2993.0,5.65,5.7,3.54 +20432,1.04,Very Good,F,VVS2,62.5,58.0,8785.0,6.37,6.46,4.01 +18087,1.11,Premium,F,VS1,62.8,56.0,7310.0,6.62,6.57,4.14 +30604,0.3,Ideal,D,SI2,60.2,56.0,447.0,4.37,4.4,2.64 +27807,0.3,Ideal,G,VVS2,61.9,57.0,650.0,4.3,4.33,2.66 +44914,0.53,Ideal,F,VS2,61.5,55.0,1631.0,5.2,5.27,3.22 +41483,0.39,Ideal,D,VVS2,61.8,57.0,1232.0,4.67,4.71,2.9 +26098,2.09,Premium,I,SI1,60.8,59.0,15339.0,8.28,8.24,5.02 +40871,0.64,Ideal,G,SI2,62.2,53.0,1175.0,5.54,5.56,3.45 +36345,0.32,Ideal,H,VVS1,61.9,55.0,936.0,4.38,4.37,2.71 +45072,0.59,Good,F,VS2,64.9,57.0,1643.0,5.2,5.25,3.39 +50262,0.54,Premium,G,VVS1,60.7,56.0,2236.0,5.3,5.25,3.2 +20884,1.73,Premium,J,SI1,60.7,58.0,9105.0,7.73,7.78,4.71 +28679,0.24,Ideal,E,VVS1,60.2,57.0,678.0,4.02,4.07,2.44 +41649,0.4,Ideal,E,VVS2,61.7,55.0,1238.0,4.76,4.74,2.93 +14750,1.5,Premium,H,SI2,60.2,59.0,5937.0,7.43,7.35,4.45 +52719,0.57,Ideal,F,VVS1,62.3,55.0,2555.0,5.31,5.32,3.31 +10257,0.81,Ideal,G,IF,62.4,54.0,4751.0,5.93,5.99,3.72 +22790,1.62,Premium,H,SI1,61.3,60.0,10813.0,7.48,7.53,4.6 +46405,0.53,Premium,F,VS1,59.4,58.0,1766.0,5.32,5.28,3.15 +4488,0.71,Very Good,F,VVS1,62.7,58.0,3626.0,5.67,5.72,3.57 +51257,0.54,Ideal,F,VVS1,60.8,56.0,2356.0,5.28,5.34,3.23 +32535,0.39,Very Good,G,VS1,62.7,58.0,798.0,4.63,4.69,2.92 +51115,0.77,Good,H,SI1,63.0,65.0,2338.0,5.82,5.74,3.64 +37153,0.32,Ideal,D,VS2,62.2,56.0,972.0,4.39,4.36,2.72 +8844,0.98,Very Good,H,SI2,62.2,60.0,4479.0,6.31,6.36,3.94 +8320,1.12,Premium,I,SI1,60.6,60.0,4390.0,6.77,6.73,4.09 +35502,0.41,Ideal,E,SI1,61.4,57.0,904.0,4.8,4.78,2.94 +51902,0.66,Premium,E,VS1,60.8,59.0,2433.0,5.58,5.6,3.4 +32947,0.34,Very Good,I,SI1,61.7,56.0,459.0,4.51,4.54,2.79 +7036,0.9,Ideal,G,SI1,62.1,56.0,4161.0,6.16,6.2,3.84 +5809,0.91,Very Good,D,SI2,60.8,58.0,3910.0,6.26,6.31,3.82 +19441,1.06,Ideal,G,VS1,61.5,57.0,8093.0,6.54,6.56,4.03 +46683,0.7,Good,H,SI2,62.8,57.0,1790.0,5.58,5.66,3.53 +838,0.82,Premium,F,SI2,59.7,57.0,2867.0,6.14,6.12,3.66 +51643,0.31,Premium,G,VS2,59.9,59.0,544.0,4.38,4.4,2.63 +19028,0.35,Good,H,VVS2,60.4,56.0,620.0,4.57,4.59,2.77 +11300,1.04,Premium,H,SI1,58.7,61.0,4980.0,6.62,6.57,3.87 +4236,0.91,Ideal,I,SI1,62.4,56.0,3574.0,6.2,6.24,3.88 +37719,0.34,Premium,G,VVS2,61.4,59.0,995.0,4.52,4.47,2.76 +21055,0.31,Ideal,F,VS2,61.8,56.0,625.0,4.33,4.37,2.69 +49045,0.7,Premium,G,SI2,61.8,61.0,2056.0,5.66,5.63,3.49 +21552,1.21,Very Good,F,VS1,61.1,61.0,9656.0,6.79,6.87,4.17 +36600,0.32,Ideal,F,VVS1,61.5,56.0,947.0,4.44,4.45,2.73 +13466,1.27,Very Good,J,VS2,62.7,58.0,5530.0,6.88,6.91,4.32 +12033,0.34,Ideal,G,VS2,61.0,57.0,596.0,4.48,4.5,2.74 +50977,0.31,Very Good,E,SI1,58.3,60.0,544.0,4.48,4.51,2.62 +23065,1.52,Very Good,G,VS2,62.4,56.0,11093.0,7.26,7.36,4.56 +53770,0.51,Ideal,F,VVS1,61.4,56.0,2726.0,5.15,5.17,3.17 +16400,1.26,Very Good,H,SI1,60.6,60.0,6546.0,6.97,7.0,4.23 +19449,1.51,Good,I,SI1,63.7,61.0,8097.0,7.11,7.15,4.54 +23511,1.7,Premium,I,VS2,60.7,59.0,11519.0,7.63,7.7,4.65 +23621,2.01,Premium,H,SI2,61.9,59.0,11646.0,8.13,7.97,4.98 +27945,0.23,Very Good,G,VVS2,62.8,55.0,431.0,3.93,3.95,2.47 +16636,0.91,Ideal,D,VS1,62.3,59.0,6652.0,6.16,6.19,3.85 +53361,0.7,Premium,G,VS2,60.9,60.0,2657.0,5.72,5.68,3.47 +30428,0.32,Very Good,G,VVS2,60.9,61.0,730.0,4.39,4.41,2.68 +2694,0.9,Good,I,VS2,63.8,55.0,3246.0,6.16,6.07,3.9 +26941,2.27,Premium,J,VS1,62.4,58.0,16994.0,8.36,8.41,5.23 +4118,0.79,Very Good,E,VS2,62.7,56.0,3539.0,5.85,5.88,3.68 +51980,0.31,Ideal,E,SI1,61.5,55.0,547.0,4.39,4.42,2.71 +36674,0.33,Ideal,E,VVS2,61.0,54.0,950.0,4.52,4.49,2.75 +3535,0.72,Ideal,E,VS1,61.2,56.0,3409.0,5.78,5.83,3.55 +43224,0.4,Premium,G,IF,60.8,58.0,1397.0,4.77,4.73,2.89 +39175,0.35,Premium,D,VS2,62.0,58.0,1063.0,4.56,4.54,2.82 +2476,0.76,Premium,E,VS2,60.1,59.0,3192.0,6.01,5.97,3.6 +46909,0.72,Very Good,I,SI2,63.2,62.0,1814.0,5.71,5.67,3.59 +47401,0.53,Ideal,H,VS1,60.8,57.0,1848.0,5.24,5.29,3.2 +26626,2.03,Very Good,I,SI1,62.3,60.0,16392.0,8.01,8.07,5.01 +43749,0.51,Premium,G,VS2,62.4,58.0,1438.0,5.11,5.12,3.19 +50419,0.71,Very Good,H,SI2,63.2,58.0,2259.0,5.63,5.67,3.57 +51631,0.31,Premium,E,SI1,59.2,60.0,544.0,4.36,4.42,2.6 +35149,0.43,Very Good,E,VS1,61.3,56.0,890.0,4.85,4.88,2.98 +38572,0.4,Premium,H,VS1,62.6,58.0,1035.0,4.73,4.66,2.94 +37977,0.32,Premium,E,VS1,62.0,58.0,1008.0,4.35,4.29,2.68 +18816,1.52,Fair,D,SI2,56.3,61.0,7702.0,7.7,7.62,4.31 +29750,0.36,Very Good,F,VS2,63.1,57.0,708.0,4.53,4.51,2.85 +16485,1.01,Ideal,G,VS2,62.1,58.0,6587.0,6.38,6.43,3.98 +26159,2.01,Premium,I,VS1,61.5,62.0,15475.0,8.07,7.94,4.92 +5857,1.0,Premium,J,SI1,58.7,58.0,3920.0,6.55,6.51,3.83 +25714,1.5,Ideal,E,VS2,63.4,54.0,14618.0,7.22,7.25,4.59 +12502,1.06,Very Good,F,SI2,61.8,56.4,5258.0,6.51,6.56,4.04 +13448,1.0,Very Good,G,SI1,61.0,56.7,5522.0,6.44,6.47,3.94 +13983,1.01,Ideal,D,SI1,62.1,56.0,5694.0,6.36,6.43,3.97 +30214,0.33,Premium,E,VS2,62.0,59.0,723.0,4.39,4.41,2.73 +46921,0.52,Very Good,G,VS1,63.3,55.0,1815.0,5.12,5.09,3.23 +28736,0.31,Ideal,E,VS2,61.8,56.0,680.0,4.34,4.36,2.69 +17710,0.32,Very Good,F,VS1,59.1,59.0,613.0,4.45,4.48,2.64 +12100,1.16,Premium,F,SI2,62.4,59.0,5164.0,6.72,6.64,4.17 +33619,0.31,Good,G,SI1,63.1,59.0,462.0,4.29,4.33,2.72 +10947,1.01,Premium,F,SI1,61.8,59.0,4899.0,6.34,6.41,3.94 +34428,0.3,Ideal,G,IF,61.4,57.0,863.0,4.3,4.33,2.65 +20325,1.5,Premium,I,SI1,61.2,61.0,8736.0,7.34,7.3,4.48 +53405,0.76,Very Good,E,SI1,63.0,59.0,2668.0,5.76,5.8,3.64 +41462,0.41,Ideal,G,VVS1,62.1,55.0,1230.0,4.79,4.74,2.96 +4717,0.28,Very Good,F,VVS1,58.9,62.0,572.0,4.27,4.32,2.53 +26255,2.0,Good,I,VS1,58.8,65.0,15708.0,8.03,8.1,4.74 +31979,0.26,Very Good,F,VS2,62.9,59.0,453.0,4.04,4.07,2.55 +28983,0.38,Ideal,E,SI1,62.1,55.0,685.0,4.64,4.67,2.89 +25107,2.21,Premium,J,SI2,62.7,57.0,13642.0,8.33,8.25,5.2 +28402,0.35,Good,G,SI1,63.8,54.0,669.0,4.48,4.46,2.85 +28586,0.3,Good,G,VS2,63.9,55.0,675.0,4.28,4.27,2.73 +32375,0.32,Ideal,D,VS1,62.2,54.0,790.0,4.41,4.43,2.75 +14053,0.31,Premium,G,VS2,61.2,59.0,605.0,4.4,4.36,2.68 +1997,0.53,Ideal,D,VVS1,61.6,55.0,3097.0,5.21,5.27,3.23 +17211,1.29,Premium,I,VS1,63.0,57.0,6877.0,6.99,6.89,4.37 +36390,0.31,Premium,D,VVS1,62.7,58.0,942.0,4.31,4.3,2.7 +19011,1.12,Premium,G,VS1,62.2,59.0,7827.0,6.61,6.58,4.1 +44634,0.57,Very Good,E,SI1,60.3,57.0,1608.0,5.34,5.4,3.24 +22716,1.01,Premium,D,VVS2,62.4,58.0,10732.0,6.39,6.44,4.0 +9766,1.02,Ideal,I,VS2,61.5,57.0,4662.0,6.49,6.45,3.98 +15445,1.0,Very Good,F,VS2,62.9,59.0,6183.0,6.4,6.47,4.02 +26533,2.02,Premium,I,SI1,62.5,59.0,16191.0,8.05,8.01,5.02 +39237,0.33,Ideal,F,VVS2,62.4,56.0,1067.0,4.43,4.41,2.76 +48754,0.76,Good,I,SI1,64.1,59.0,2016.0,5.75,5.73,3.68 +2920,0.74,Ideal,H,VVS1,62.5,55.0,3287.0,5.76,5.79,3.61 +7935,1.08,Premium,G,SI2,59.8,57.0,4318.0,6.72,6.66,4.0 +48301,0.31,Ideal,D,SI1,61.8,57.0,533.0,4.33,4.37,2.69 +48177,0.54,Ideal,H,VVS1,60.4,55.0,1944.0,5.32,5.27,3.2 +46176,0.5,Premium,E,VS2,61.8,58.0,1746.0,5.11,5.05,3.14 +35851,0.33,Ideal,E,VVS2,61.6,55.0,917.0,4.43,4.47,2.74 +14698,1.0,Good,F,VS2,63.7,59.0,5929.0,6.27,6.32,4.01 +36241,0.46,Ideal,G,SI1,62.2,53.4,934.0,4.95,4.98,3.09 +35745,0.3,Ideal,D,VS2,62.5,57.0,911.0,4.29,4.25,2.67 +1031,0.7,Very Good,G,VVS2,59.3,62.0,2905.0,5.78,5.82,3.44 +21078,1.7,Very Good,J,SI1,63.2,57.0,9253.0,7.63,7.55,4.8 +18304,1.07,Ideal,H,VS1,61.0,57.0,7440.0,6.59,6.63,4.03 +42173,0.5,Ideal,F,SI1,62.7,56.0,1286.0,5.12,5.05,3.19 +3647,0.9,Fair,F,SI1,65.1,56.0,3437.0,6.08,6.05,3.95 +20375,0.31,Very Good,F,VS2,62.9,56.0,625.0,4.3,4.32,2.71 +34402,0.34,Ideal,H,IF,61.7,56.0,863.0,4.5,4.51,2.78 +44699,0.6,Ideal,E,SI1,60.6,57.0,1613.0,5.43,5.47,3.3 +14201,1.01,Very Good,G,VS2,61.6,61.0,5759.0,6.36,6.46,3.95 +46076,0.45,Premium,D,VVS1,61.5,55.0,1736.0,5.02,4.97,3.07 +1021,0.71,Premium,E,VS2,59.6,60.0,2902.0,5.85,5.8,3.47 +27852,0.31,Ideal,G,VS2,61.8,53.0,652.0,4.35,4.39,2.7 +30752,0.31,Fair,F,VVS1,63.1,61.0,740.0,4.32,4.37,2.74 +46282,0.5,Very Good,E,VS1,61.4,55.0,1755.0,5.09,5.14,3.14 +11321,1.12,Premium,I,VS2,62.8,57.0,4986.0,6.68,6.61,4.17 +45725,0.6,Premium,E,SI1,60.0,57.0,1698.0,5.52,5.48,3.3 +19075,1.54,Ideal,I,VS2,60.7,56.0,7848.0,7.51,7.46,4.54 +28764,0.31,Premium,F,VS1,61.8,60.0,680.0,4.35,4.39,2.7 +21440,1.42,Good,F,VS2,63.7,57.0,9542.0,7.08,6.99,4.48 +4426,1.15,Ideal,G,SI2,62.8,57.0,3613.0,6.7,6.65,4.19 +35849,0.31,Ideal,F,VVS2,61.5,56.0,917.0,4.35,4.37,2.68 +33932,0.33,Ideal,I,VS2,61.5,57.0,463.0,4.42,4.49,2.74 +609,0.71,Ideal,F,VS1,62.1,55.0,2839.0,5.82,5.68,3.57 +2880,0.92,Good,D,SI2,57.8,63.0,3277.0,6.4,6.36,3.69 +13754,1.0,Premium,F,VS2,61.9,59.0,5606.0,6.38,6.34,3.94 +47488,0.72,Ideal,J,SI1,61.8,54.0,1864.0,5.76,5.8,3.57 +16747,1.33,Premium,F,SI2,59.9,58.0,6668.0,7.13,7.17,4.28 +46070,0.46,Ideal,E,VVS2,62.6,55.0,1736.0,4.95,4.92,3.09 +11067,0.34,Very Good,G,VS2,62.9,55.0,596.0,4.45,4.52,2.82 +6751,1.0,Good,F,SI2,65.7,62.0,4102.0,6.15,6.21,4.06 +43394,0.5,Ideal,I,VS2,61.9,56.0,1410.0,5.08,5.13,3.16 +15152,2.06,Good,H,I1,64.3,58.0,6091.0,8.03,7.99,5.15 +9055,0.34,Ideal,I,SI1,60.2,57.0,589.0,4.54,4.5,2.72 +3205,0.53,Ideal,D,VVS2,61.6,56.0,3346.0,5.21,5.24,3.22 +37529,0.31,Ideal,E,IF,60.9,55.0,987.0,4.39,4.41,2.68 +35304,0.3,Good,H,VS2,63.5,59.0,473.0,4.2,4.27,2.69 +14666,1.01,Very Good,G,VS2,63.0,57.0,5919.0,6.35,6.42,4.02 +41372,0.51,Good,F,SI1,63.1,54.0,1220.0,5.06,5.12,3.21 +52379,0.7,Very Good,G,VS2,60.6,60.0,2507.0,5.67,5.78,3.47 +32520,0.35,Ideal,G,VVS2,61.0,57.0,798.0,4.54,4.58,2.78 +25750,2.2,Ideal,G,SI2,59.9,57.0,14691.0,8.54,8.49,5.1 +16055,1.02,Ideal,F,VS2,62.1,57.0,6412.0,6.44,6.37,3.98 +19385,1.55,Premium,J,VS2,60.7,59.0,8055.0,7.5,7.47,4.54 +33841,0.38,Ideal,E,SI1,61.1,55.0,844.0,4.69,4.73,2.88 +4058,0.36,Ideal,G,SI1,61.1,55.0,571.0,4.58,4.62,2.81 +32156,0.28,Ideal,F,VVS2,62.6,54.0,787.0,4.21,4.22,2.64 +38724,0.41,Very Good,H,VVS1,61.4,60.0,1043.0,4.73,4.78,2.92 +53143,0.78,Ideal,F,SI2,61.2,56.0,2622.0,5.93,5.97,3.64 +20622,1.23,Ideal,H,VVS1,61.4,56.0,8920.0,6.89,6.91,4.24 +26457,1.5,Ideal,D,VS2,62.8,53.5,15996.0,7.27,7.33,4.58 +28262,0.23,Very Good,D,VS1,61.8,57.0,357.0,3.9,3.93,2.42 +11514,1.27,Ideal,J,SI2,61.2,56.0,5021.0,6.99,6.95,4.27 +22694,0.32,Very Good,E,VS1,64.0,56.0,630.0,4.33,4.36,2.78 +18013,1.07,Ideal,F,SI1,61.5,56.0,7286.0,6.58,6.62,4.06 +34087,0.36,Premium,E,VS1,60.4,58.0,852.0,4.64,4.67,2.81 +1475,0.9,Very Good,J,VS2,63.1,57.0,2984.0,6.12,6.06,3.84 +27360,1.51,Premium,D,VS1,63.0,52.0,17936.0,7.37,7.3,4.62 +24964,1.5,Premium,D,SI1,61.6,59.0,13445.0,7.4,7.3,4.53 +53698,0.7,Fair,H,VVS2,64.5,65.0,2717.0,5.52,5.45,3.54 +535,0.78,Premium,F,SI1,60.8,60.0,2826.0,5.97,5.94,3.62 +42935,0.36,Very Good,I,VS2,61.6,58.0,505.0,4.52,4.57,2.8 +44918,0.53,Very Good,F,VS2,60.6,55.0,1631.0,5.23,5.26,3.18 +16015,1.3,Premium,H,SI2,60.1,57.0,6406.0,7.17,7.13,4.3 +24904,1.51,Ideal,F,SI1,61.7,56.0,13334.0,7.35,7.41,4.55 +19540,1.0,Very Good,F,VVS2,63.2,56.0,8172.0,6.35,6.3,4.0 +40815,0.39,Ideal,D,VS1,61.9,57.0,1170.0,4.71,4.69,2.91 +8198,1.2,Fair,H,SI2,64.8,58.0,4368.0,6.61,6.56,4.27 +52741,0.81,Ideal,E,SI2,62.0,55.0,2559.0,6.0,5.96,3.71 +24376,0.34,Ideal,E,SI1,61.2,57.0,637.0,4.48,4.51,2.75 +48237,0.46,Ideal,F,IF,62.0,55.0,1950.0,4.96,4.98,3.08 +28061,0.38,Ideal,E,SI1,62.3,53.0,660.0,4.65,4.69,2.91 +37282,0.3,Ideal,G,VS2,61.0,57.0,484.0,4.33,4.36,2.65 +5131,1.0,Fair,E,SI2,64.6,54.0,3763.0,6.33,6.27,4.07 +23757,1.52,Good,H,VS1,63.5,60.0,11804.0,7.24,7.28,4.61 +40494,0.42,Ideal,F,VVS2,61.3,57.0,1142.0,4.8,4.82,2.95 +8143,1.08,Premium,I,SI1,60.5,60.0,4355.0,6.67,6.61,4.02 +7238,0.9,Premium,G,VS2,61.3,59.0,4194.0,6.21,6.15,3.79 +52043,0.71,Ideal,H,VS2,60.9,55.0,2450.0,5.76,5.74,3.5 +28146,0.3,Ideal,G,VVS2,61.8,56.0,665.0,4.31,4.33,2.67 +40123,0.41,Ideal,F,VVS2,60.6,57.0,1115.0,4.81,4.86,2.93 +42989,0.6,Good,F,SI1,63.7,61.0,1367.0,5.24,5.21,3.33 +35123,0.35,Ideal,G,VVS1,61.2,56.0,887.0,4.55,4.57,2.79 +9975,1.16,Premium,J,VS2,62.2,59.0,4702.0,6.74,6.69,4.18 +8625,0.9,Very Good,D,SI1,63.4,57.0,4447.0,6.13,6.1,3.88 +10273,1.2,Very Good,J,SI1,61.4,59.0,4752.0,6.82,6.87,4.2 +10135,1.06,Very Good,F,SI1,62.5,58.0,4721.0,6.46,6.5,4.05 +42261,0.49,Good,F,VS1,58.5,61.5,1294.0,5.18,5.21,3.04 +44604,0.53,Premium,G,VS2,62.5,56.0,1607.0,5.19,5.18,3.24 +30725,0.41,Very Good,D,SI1,59.2,62.0,738.0,4.82,4.85,2.86 +2134,0.7,Ideal,G,VVS1,62.3,57.0,3123.0,5.61,5.65,3.51 +14886,1.01,Ideal,G,VS2,61.7,57.0,5995.0,6.48,6.45,3.99 +4787,1.2,Very Good,H,I1,58.6,57.0,3696.0,6.96,7.01,4.09 +8754,1.03,Very Good,G,SI2,61.4,54.0,4466.0,6.52,6.57,4.02 +13344,1.0,Good,F,VS2,63.4,56.0,5505.0,6.27,6.35,4.0 +27582,2.03,Premium,G,SI1,61.3,59.0,18423.0,8.11,8.08,4.96 +52531,0.7,Ideal,I,VVS2,61.8,56.0,2530.0,5.69,5.75,3.54 +23891,2.0,Ideal,H,SI2,59.7,57.0,11988.0,8.29,8.22,4.93 +46223,0.5,Premium,D,VS2,61.1,58.0,1752.0,5.09,5.12,3.12 +3519,0.81,Ideal,E,SI1,62.3,57.0,3404.0,5.95,5.99,3.72 +35005,0.42,Premium,G,SI1,61.6,61.0,882.0,4.82,4.79,2.96 +32545,0.27,Ideal,E,VVS1,62.3,56.0,799.0,4.17,4.15,2.59 +24249,2.15,Premium,H,SI2,62.2,56.0,12458.0,8.29,8.2,5.13 +34422,0.3,Ideal,G,IF,62.3,54.0,863.0,4.32,4.35,2.7 +15034,0.3,Very Good,H,VVS2,62.9,57.0,605.0,4.28,4.31,2.7 +45012,0.62,Ideal,F,SI1,62.7,54.0,1637.0,5.47,5.53,3.45 +31845,0.34,Premium,H,VVS1,61.1,59.0,775.0,4.48,4.52,2.75 +8854,1.0,Fair,E,VS2,66.4,51.0,4480.0,6.31,6.22,4.16 +9464,1.11,Ideal,H,SI2,60.9,56.0,4600.0,6.71,6.73,4.09 +39193,0.4,Ideal,D,VS1,62.3,54.0,1064.0,4.7,4.74,2.94 +4869,1.02,Premium,I,SI1,60.2,60.0,3713.0,6.45,6.39,3.87 +8070,0.31,Ideal,F,VS2,61.6,56.0,583.0,4.35,4.38,2.69 +52397,0.58,Ideal,F,VVS2,62.2,56.0,2509.0,5.32,5.35,3.32 +1261,0.74,Ideal,I,VS1,61.1,57.0,2947.0,5.83,5.86,3.57 +20081,1.18,Ideal,G,VS1,61.9,56.0,8556.0,6.81,6.76,4.2 +2148,0.72,Ideal,G,VVS2,61.2,57.0,3126.0,5.72,5.81,3.53 +34178,0.33,Ideal,G,VS1,61.9,55.0,854.0,4.44,4.41,2.74 +25335,2.05,Ideal,J,SI1,60.3,60.0,14037.0,8.17,8.24,4.95 +46803,0.55,Ideal,H,VVS2,61.7,57.0,1806.0,5.28,5.26,3.25 +33908,0.3,Ideal,E,VS2,62.0,55.0,844.0,4.3,4.25,2.65 +17511,1.15,Very Good,H,VS1,62.5,56.0,7040.0,6.65,6.72,4.18 +36602,0.32,Good,D,SI2,63.4,56.0,477.0,4.36,4.38,2.77 +9950,1.13,Fair,I,VS2,55.9,67.0,4695.0,7.05,6.94,3.9 +20638,1.51,Premium,J,VVS2,62.5,59.0,8930.0,7.34,7.29,4.57 +35801,0.31,Very Good,F,IF,61.4,55.0,914.0,4.39,4.41,2.7 +43704,0.51,Good,E,VS2,63.1,59.0,1436.0,5.04,5.07,3.19 +10729,0.31,Ideal,D,SI2,62.0,56.0,593.0,4.35,4.33,2.69 +42020,0.57,Very Good,I,VS2,62.2,55.0,1267.0,5.33,5.34,3.32 +31440,0.43,Very Good,E,SI2,59.0,60.0,765.0,4.9,4.96,2.91 +51658,0.3,Ideal,G,VS2,62.0,54.0,545.0,4.33,4.35,2.69 +26838,2.01,Good,H,SI1,62.2,58.0,16737.0,7.99,8.05,4.99 +30915,0.34,Ideal,E,VS2,62.4,55.0,745.0,4.48,4.53,2.81 +41287,0.42,Ideal,D,VVS2,61.7,57.0,1210.0,4.82,4.8,2.97 +36244,0.41,Premium,E,VS2,62.1,58.0,935.0,4.75,4.78,2.96 +31682,0.26,Ideal,E,VVS2,62.0,56.0,769.0,4.13,4.1,2.55 +9093,1.32,Premium,G,SI2,58.9,59.0,4524.0,7.25,7.18,4.25 +8521,0.95,Premium,G,SI1,58.0,62.0,4426.0,6.47,6.42,3.74 +38071,0.3,Premium,E,VVS2,61.8,58.0,1013.0,4.29,4.26,2.64 +40649,0.54,Premium,F,SI2,59.6,60.0,1154.0,5.25,5.28,3.14 +37479,0.35,Ideal,H,IF,60.5,56.0,984.0,4.59,4.56,2.77 +13827,1.2,Ideal,I,VS2,62.5,56.0,5634.0,6.77,6.74,4.22 +47725,0.54,Very Good,E,VS1,61.8,58.0,1889.0,5.23,5.28,3.25 +38357,0.33,Ideal,D,VVS2,60.9,57.0,1021.0,4.48,4.46,2.72 +8772,1.01,Good,D,SI2,64.6,59.0,4468.0,6.23,6.3,4.05 +19702,0.37,Very Good,G,SI2,63.4,57.0,624.0,4.57,4.55,2.89 +16869,1.37,Ideal,G,SI2,62.8,57.0,6730.0,7.12,7.06,4.45 +2048,0.32,Very Good,E,SI1,61.6,56.0,561.0,4.39,4.41,2.71 +22788,1.16,Premium,F,VVS1,60.4,60.0,10809.0,6.9,6.77,4.13 +22057,1.72,Good,G,SI2,62.8,59.3,10084.0,7.55,7.62,4.76 +18679,1.51,Very Good,J,SI1,62.3,59.0,7637.0,7.22,7.28,4.52 +27585,2.0,Premium,E,SI2,61.8,56.0,18426.0,8.12,8.05,5.0 +36374,0.32,Ideal,G,IF,61.9,56.0,940.0,4.39,4.46,2.74 +37255,0.31,Ideal,F,VVS2,62.4,55.0,977.0,4.36,4.33,2.71 +5162,0.9,Very Good,F,SI2,61.4,62.0,3770.0,6.11,6.2,3.78 +14014,1.01,Good,G,VS2,63.6,60.0,5701.0,6.35,6.3,4.02 +43929,0.3,Ideal,I,VVS2,62.1,56.0,515.0,4.29,4.31,2.67 +13378,0.26,Very Good,D,VS1,63.3,57.0,420.0,4.03,4.06,2.56 +17229,0.97,Very Good,F,VVS2,58.1,60.0,6889.0,6.49,6.53,3.78 +15032,0.3,Premium,G,VS1,62.2,59.0,605.0,4.28,4.31,2.67 +756,0.72,Ideal,E,SI1,62.3,57.0,2857.0,5.76,5.7,3.57 +17064,0.32,Premium,G,SI1,62.6,58.0,612.0,4.37,4.35,2.73 +10117,1.02,Premium,G,SI1,60.8,58.0,4718.0,6.5,6.46,3.94 +771,0.9,Fair,G,SI2,64.5,56.0,2858.0,6.06,6.0,3.89 +51228,0.7,Fair,D,SI1,64.9,64.0,2352.0,5.57,5.5,3.59 +1705,0.8,Very Good,H,VVS2,62.9,56.0,3036.0,5.9,5.96,3.73 +49098,0.51,Ideal,H,IF,59.6,59.0,2063.0,5.2,5.24,3.11 +45480,0.56,Ideal,D,SI1,61.9,55.0,1677.0,5.29,5.31,3.28 +51243,0.7,Premium,F,SI1,61.5,57.0,2354.0,5.74,5.68,3.51 +3159,0.78,Ideal,E,VS2,62.0,55.0,3334.0,5.89,5.95,3.67 +41202,0.4,Very Good,E,VVS2,60.5,58.0,1205.0,4.76,4.8,2.89 +6562,0.91,Ideal,E,VS2,62.1,55.0,4077.0,6.17,6.14,3.82 +31496,0.34,Ideal,G,VS2,62.2,55.0,765.0,4.5,4.47,2.79 +22091,1.58,Very Good,I,VS1,61.8,57.0,10112.0,7.5,7.56,4.64 +43916,0.31,Ideal,H,VS2,61.5,55.2,513.0,4.36,4.39,2.7 +9865,1.03,Good,G,SI1,63.2,58.0,4679.0,6.38,6.43,4.05 +40654,0.54,Ideal,H,SI1,61.0,56.0,1154.0,5.24,5.28,3.21 +8836,1.02,Premium,E,SI2,59.6,59.0,4478.0,6.59,6.54,3.91 +8278,1.02,Premium,D,SI2,60.9,61.0,4381.0,6.39,6.31,3.87 +36658,0.3,Ideal,E,VVS2,61.3,57.0,949.0,4.3,4.32,2.64 +37335,0.43,Very Good,E,VS2,62.8,56.0,981.0,4.79,4.86,3.03 +494,0.74,Ideal,I,VVS1,60.8,57.0,2822.0,5.85,5.89,3.57 +10957,1.25,Ideal,H,SI2,61.6,54.0,4900.0,6.94,6.88,4.25 +35634,0.29,Very Good,E,VS1,62.8,44.0,474.0,4.2,4.24,2.65 +16404,1.28,Ideal,G,SI2,61.1,58.0,6548.0,6.98,7.03,4.28 +51222,0.71,Good,F,SI1,63.9,57.0,2352.0,5.61,5.57,3.57 +33115,0.34,Fair,F,VS2,64.7,55.0,816.0,4.52,4.41,2.89 +19474,1.11,Ideal,G,VS1,61.4,57.0,8112.0,6.68,6.65,4.09 +30461,0.32,Ideal,G,VVS1,61.3,60.0,732.0,4.39,4.42,2.7 +45939,0.53,Ideal,D,VS2,61.7,55.0,1722.0,5.2,5.24,3.22 +33399,0.32,Ideal,D,VS2,61.0,56.0,828.0,4.41,4.44,2.7 +3768,1.5,Premium,H,I1,60.1,57.0,3457.0,7.4,7.28,4.42 +40304,0.4,Ideal,E,VS1,61.2,57.0,1125.0,4.77,4.74,2.91 +35846,0.4,Ideal,G,VVS2,62.6,53.0,917.0,4.72,4.77,2.97 +35296,0.3,Ideal,I,VS1,62.5,57.0,473.0,4.29,4.32,2.69 +41207,0.53,Ideal,H,SI1,61.5,54.0,1205.0,5.21,5.26,3.22 +47825,0.53,Premium,D,VS2,60.2,58.0,1904.0,5.26,5.23,3.16 +49331,0.59,Very Good,E,VS2,60.6,60.0,2094.0,5.44,5.49,3.31 +17247,1.07,Premium,G,VS2,61.9,58.0,6903.0,6.55,6.54,4.05 +38463,0.46,Very Good,D,VS2,63.4,59.0,1030.0,4.88,4.83,3.08 +45214,0.51,Good,E,VS2,63.3,56.0,1656.0,5.08,5.12,3.23 +5984,1.13,Good,F,SI2,64.0,58.0,3952.0,6.52,6.58,4.19 +27325,2.43,Ideal,I,SI2,62.3,59.0,17856.0,8.54,8.61,5.34 +13426,1.08,Very Good,H,VS2,62.9,59.0,5515.0,6.47,6.56,4.1 +14787,1.25,Premium,H,SI2,62.1,58.0,5950.0,6.93,6.86,4.28 +16493,1.04,Premium,G,VS2,60.1,59.0,6589.0,6.56,6.59,3.95 +27533,1.62,Ideal,F,VS2,61.2,57.0,18281.0,7.52,7.58,4.62 +35004,0.42,Ideal,G,SI1,63.0,55.0,882.0,4.81,4.77,3.02 +8103,1.2,Good,D,I1,63.6,60.0,4346.0,6.72,6.67,4.26 +44315,0.33,Very Good,G,SI1,61.2,56.0,521.0,4.44,4.46,2.72 +29909,0.35,Good,E,VS2,57.8,60.0,711.0,4.64,4.67,2.69 +4602,0.96,Fair,H,VS2,68.8,56.0,3658.0,6.11,5.98,4.16 +28511,0.3,Ideal,F,VS2,63.0,55.0,673.0,4.29,4.28,2.7 +40596,0.28,Ideal,H,VS1,61.8,57.0,497.0,4.2,4.22,2.6 +26988,2.13,Premium,H,SI2,62.3,57.0,17073.0,8.24,8.16,5.11 +19533,1.5,Good,H,VS2,63.9,59.0,8165.0,7.25,7.18,4.61 +42454,0.5,Ideal,E,SI1,61.6,57.0,1316.0,5.09,5.13,3.15 +15743,1.0,Very Good,H,VVS1,63.5,60.0,6296.0,6.36,6.3,4.02 +12476,1.01,Good,E,SI1,63.6,57.0,5251.0,6.27,6.3,4.0 +46230,0.5,Premium,D,VS2,61.2,60.0,1752.0,5.08,5.12,3.12 +13146,1.3,Premium,J,SI1,61.8,59.0,5438.0,6.99,6.95,4.31 +40971,0.51,Good,D,SI2,63.8,56.0,1180.0,5.07,5.09,3.24 +47809,0.71,Very Good,J,VS2,62.6,54.0,1902.0,5.68,5.72,3.57 +16822,1.04,Premium,G,VS2,61.8,58.0,6709.0,6.51,6.46,4.01 +4117,0.79,Premium,G,SI1,61.2,56.0,3539.0,6.0,5.96,3.66 +22980,1.02,Ideal,E,VVS1,61.4,57.0,11028.0,6.39,6.47,3.95 +33780,0.32,Premium,D,VS2,62.9,59.0,842.0,4.39,4.36,2.75 +10591,0.91,Very Good,E,VS2,62.9,55.0,4823.0,6.13,6.17,3.87 +40829,0.57,Very Good,G,SI2,60.5,56.0,1171.0,5.41,5.44,3.28 +6563,0.92,Premium,H,VS2,61.3,58.0,4077.0,6.21,6.26,3.82 +29703,0.31,Ideal,H,VVS1,61.6,55.0,707.0,4.35,4.38,2.69 +7936,1.08,Very Good,G,SI2,63.2,57.0,4318.0,6.54,6.5,4.12 +16108,1.23,Ideal,H,SI1,61.0,56.0,6439.0,6.96,6.92,4.23 +5981,1.05,Premium,E,SI2,60.9,61.0,3951.0,6.61,6.55,4.01 +13318,1.01,Good,E,SI1,63.3,55.0,5499.0,6.37,6.42,4.05 +37398,0.32,Very Good,D,VVS1,61.9,54.0,983.0,4.42,4.46,2.75 +15058,0.3,Ideal,F,VS2,61.6,57.0,605.0,4.3,4.33,2.66 +50583,1.0,Fair,F,I1,68.0,57.0,2280.0,6.14,6.05,4.15 +38339,0.32,Premium,G,IF,59.4,59.0,1020.0,4.51,4.48,2.67 +44997,0.31,Very Good,I,SI1,63.3,53.0,523.0,4.32,4.3,2.73 +7041,1.02,Ideal,F,SI2,62.1,56.0,4162.0,6.41,6.44,3.99 +11893,1.02,Ideal,F,SI2,62.9,58.0,5115.0,6.34,6.42,4.01 +17782,1.51,Good,J,SI1,62.4,64.0,7162.0,7.31,7.23,4.54 +41863,0.64,Ideal,I,SI2,61.2,55.0,1257.0,5.54,5.6,3.41 +35229,0.27,Ideal,D,IF,62.4,56.0,893.0,4.15,4.12,2.58 +34401,0.34,Ideal,H,IF,61.9,53.0,863.0,4.5,4.52,2.79 +19400,1.22,Premium,G,VS2,61.1,56.0,8062.0,6.94,6.85,4.21 +39033,0.41,Ideal,H,SI1,62.2,55.0,1056.0,4.76,4.79,2.97 +488,0.7,Premium,E,VS1,60.8,60.0,2822.0,5.74,5.71,3.48 +23177,1.5,Premium,G,VS2,58.4,58.0,11189.0,7.54,7.5,4.39 +4739,0.3,Ideal,F,VS2,61.9,54.0,573.0,4.29,4.33,2.67 +51668,0.7,Ideal,I,VS1,62.4,56.0,2398.0,5.66,5.68,3.54 +52494,0.6,Ideal,G,VVS1,62.0,55.5,2524.0,5.37,5.42,3.35 +19243,1.09,Ideal,E,VS2,62.4,55.0,7978.0,6.55,6.6,4.1 +14493,1.2,Very Good,H,VS1,63.1,57.0,5853.0,6.69,6.65,4.2 +30928,0.34,Premium,F,VS1,60.4,58.0,745.0,4.51,4.53,2.73 +21826,1.26,Premium,F,VS1,62.7,58.0,9896.0,6.86,6.93,4.32 +53766,0.7,Very Good,D,SI1,61.8,55.0,2726.0,5.73,5.76,3.55 +37084,0.41,Premium,E,SI1,61.0,59.0,969.0,4.82,4.78,2.93 +39798,0.5,Ideal,F,SI2,62.0,58.0,1095.0,5.08,5.11,3.16 +53662,0.73,Ideal,E,SI1,61.6,57.0,2707.0,5.81,5.78,3.57 +20322,1.5,Good,I,SI1,64.3,55.0,8736.0,7.24,7.19,4.64 +20173,1.06,Ideal,G,VVS2,60.1,57.0,8626.0,6.61,6.66,3.99 +25537,2.14,Ideal,G,SI2,62.9,56.0,14359.0,8.18,8.14,5.13 +3358,0.92,Good,I,SI1,63.3,58.0,3382.0,6.14,6.18,3.9 +51534,0.7,Premium,G,SI1,63.0,56.0,2386.0,5.68,5.65,3.57 +6983,1.03,Premium,J,SI1,61.7,54.0,4153.0,6.56,6.5,4.03 +11644,0.65,Ideal,D,VVS1,60.9,57.0,5052.0,5.58,5.61,3.41 +7795,1.04,Very Good,I,SI1,62.0,57.0,4290.0,6.47,6.5,4.02 +32390,0.4,Very Good,E,VS2,63.8,55.0,791.0,4.66,4.71,2.99 +44643,0.33,Good,H,VS2,63.8,55.0,521.0,4.4,4.44,2.82 +52304,0.23,Ideal,F,VS1,61.4,55.0,548.0,3.96,3.99,2.44 +27754,0.32,Ideal,I,VS1,62.3,57.0,648.0,4.42,4.37,2.74 +14665,1.01,Very Good,G,VS2,59.1,58.0,5919.0,6.56,6.63,3.9 +43652,0.53,Ideal,H,VS2,61.9,55.2,1435.0,5.21,5.24,3.24 +17008,1.33,Premium,F,SI2,59.9,58.0,6790.0,7.17,7.13,4.28 +51776,0.74,Ideal,F,SI2,61.6,55.0,2410.0,5.81,5.87,3.6 +20078,1.0,Very Good,F,VVS2,62.9,55.0,8555.0,6.29,6.36,3.98 +15594,1.53,Ideal,I,SI2,61.8,56.0,6255.0,7.4,7.35,4.56 +2824,0.81,Premium,D,SI1,62.4,59.0,3266.0,5.96,5.89,3.7 +13761,1.2,Very Good,G,SI2,63.1,57.0,5609.0,6.68,6.79,4.25 +29240,0.37,Very Good,G,VS1,58.3,62.0,696.0,4.72,4.75,2.76 +11111,1.08,Very Good,I,SI1,62.2,57.0,4933.0,6.57,6.54,4.08 +49162,0.69,Very Good,I,VS2,63.3,57.0,2070.0,5.64,5.57,3.55 +25105,1.7,Ideal,H,VS2,62.2,57.0,13632.0,7.63,7.67,4.76 +23000,1.2,Ideal,D,VS1,61.0,59.0,11053.0,6.79,6.85,4.16 +45830,0.5,Fair,G,VVS2,64.9,58.0,1712.0,5.0,4.95,3.23 +23616,1.34,Ideal,G,VVS1,62.2,56.0,11640.0,7.11,7.04,4.4 +28047,0.32,Very Good,G,VS1,60.8,56.0,660.0,4.45,4.48,2.71 +27431,2.51,Ideal,I,SI2,58.4,62.0,18037.0,8.87,8.79,5.15 +20893,1.71,Premium,I,VS2,61.5,58.0,9116.0,7.74,7.54,4.7 +30874,0.33,Premium,G,VS2,61.9,59.0,743.0,4.46,4.4,2.74 +32985,0.37,Premium,E,VS2,59.1,60.0,811.0,4.66,4.68,2.76 +48103,0.5,Premium,G,VVS2,59.6,60.0,1935.0,5.18,5.15,3.08 +38237,0.41,Very Good,D,VS1,62.3,59.0,1018.0,4.72,4.79,2.96 +15662,1.29,Premium,I,VS2,62.2,57.0,6279.0,7.01,6.97,4.35 +27290,2.0,Good,E,SI2,57.7,61.0,17760.0,8.31,8.19,4.76 +24058,0.26,Premium,E,VVS1,60.9,59.0,635.0,4.09,4.12,2.5 +18654,1.11,Premium,E,VS2,62.2,58.0,7619.0,6.61,6.64,4.12 +21328,1.51,Very Good,E,SI1,61.8,57.0,9474.0,7.36,7.43,4.57 +39373,0.41,Premium,G,VVS1,59.7,60.0,1074.0,4.83,4.85,2.89 +48617,0.54,Ideal,G,SI1,60.0,57.0,1999.0,5.31,5.36,3.2 +15049,0.3,Ideal,G,VS1,62.0,54.0,605.0,4.3,4.35,2.68 +21137,1.52,Premium,I,SI1,62.8,62.0,9295.0,7.29,7.23,4.56 +30028,0.32,Ideal,G,VS1,62.5,57.0,718.0,4.37,4.34,2.72 +36590,0.33,Ideal,G,IF,61.7,55.0,946.0,4.47,4.48,2.76 +24331,2.02,Ideal,J,SI1,62.4,56.0,12591.0,8.03,8.19,5.06 +22260,1.14,Ideal,G,IF,61.1,57.0,10313.0,6.7,6.76,4.11 +23516,1.57,Ideal,F,SI1,62.4,56.0,11523.0,7.46,7.41,4.64 +22725,1.54,Ideal,D,SI2,61.6,57.0,10740.0,7.4,7.44,4.57 +2779,0.71,Ideal,G,VVS1,62.8,56.0,3254.0,5.71,5.76,3.6 +21266,1.57,Ideal,H,SI1,61.8,55.0,9416.0,7.47,7.51,4.63 +49640,0.32,Premium,G,SI2,62.7,58.0,540.0,4.39,4.35,2.74 +50156,0.54,Ideal,F,VVS2,61.2,55.0,2216.0,5.25,5.27,3.22 +22739,1.01,Very Good,E,VVS1,63.1,59.0,10760.0,6.34,6.31,3.99 +600,0.7,Premium,G,VS1,62.6,55.0,2838.0,5.73,5.64,3.56 +16167,1.03,Premium,E,VS2,60.0,59.0,6460.0,6.6,6.54,3.94 +52421,0.78,Very Good,E,SI2,60.0,63.0,2512.0,5.99,5.95,3.58 +16132,1.22,Premium,G,SI1,61.2,60.0,6449.0,6.82,6.75,4.15 +42576,0.51,Very Good,H,VS2,60.1,59.8,1328.0,5.14,5.19,3.1 +30606,0.34,Very Good,I,SI1,61.8,57.0,447.0,4.46,4.51,2.77 +19796,1.57,Ideal,J,VS2,62.3,54.0,8363.0,7.5,7.49,4.67 +28641,0.33,Ideal,G,SI2,61.9,56.0,434.0,4.41,4.45,2.74 +9660,1.01,Good,H,SI1,60.3,64.0,4642.0,6.53,6.5,3.93 +26678,0.29,Very Good,G,VS1,62.1,59.0,426.0,4.22,4.25,2.63 +10364,1.23,Ideal,I,SI2,62.3,55.0,4773.0,6.85,6.82,4.26 +22733,1.0,Premium,D,VVS1,62.9,58.0,10752.0,6.34,6.28,3.97 +7244,1.06,Ideal,H,SI1,62.7,57.0,4196.0,6.53,6.48,4.08 +2664,0.72,Ideal,E,VS2,62.1,57.0,3235.0,5.73,5.76,3.57 +18151,1.01,Ideal,E,VS2,62.1,56.0,7355.0,6.41,6.45,3.99 +15435,1.21,Ideal,H,SI1,61.1,57.0,6180.0,6.91,6.83,4.2 +42107,0.41,Ideal,G,IF,62.1,57.0,1276.0,4.76,4.77,2.96 +34013,0.43,Ideal,F,VS2,61.4,54.0,848.0,4.9,4.93,3.02 +53156,0.73,Very Good,F,SI2,61.7,60.0,2624.0,5.71,5.8,3.55 +18693,0.29,Ideal,E,VS2,60.1,56.0,619.0,4.3,4.34,2.6 +13878,1.01,Very Good,F,VS2,63.5,58.0,5650.0,6.35,6.32,4.02 +49743,0.7,Premium,H,SI1,61.3,58.0,2155.0,5.71,5.74,3.51 +37441,0.33,Ideal,E,VVS1,60.2,57.0,984.0,4.47,4.5,2.7 +42395,0.58,Premium,G,SI2,61.2,59.0,1307.0,5.4,5.36,3.29 +52623,0.33,Ideal,F,SI1,60.6,56.0,550.0,4.46,4.49,2.71 +36883,0.31,Ideal,E,IF,62.2,53.0,958.0,4.35,4.4,2.72 +31716,0.33,Ideal,E,VS1,61.5,56.2,771.0,4.42,4.45,2.73 +44250,0.51,Ideal,D,SI1,62.9,57.0,1574.0,5.12,5.09,3.21 +37291,0.32,Good,F,VVS1,63.8,54.0,977.0,4.38,4.31,2.77 +31438,0.3,Ideal,H,IF,61.3,58.0,764.0,4.3,4.31,2.64 +9639,1.09,Very Good,I,SI1,63.2,59.0,4639.0,6.54,6.5,4.12 +30269,0.3,Premium,G,VS1,60.8,61.0,725.0,4.34,4.31,2.63 +27576,1.7,Premium,F,VS1,58.5,60.0,18398.0,7.83,7.76,4.56 +26978,2.31,Very Good,I,SI2,62.9,58.0,17062.0,8.34,8.43,5.27 +50587,0.53,Good,F,VVS2,62.5,65.0,2281.0,5.11,5.17,3.21 +12181,1.06,Premium,G,SI1,62.7,56.0,5183.0,6.55,6.46,4.08 +9071,1.09,Premium,I,VS2,63.0,56.0,4519.0,6.61,6.57,4.15 +32028,0.38,Ideal,G,VS2,61.2,55.0,778.0,4.69,4.72,2.88 +2559,0.79,Ideal,D,SI1,61.1,57.0,3209.0,5.94,6.0,3.65 +16292,1.01,Good,E,VS2,58.9,62.0,6517.0,6.55,6.63,3.88 +4730,0.42,Very Good,G,SI2,59.5,61.0,573.0,4.85,4.9,2.9 +21219,1.24,Ideal,G,VVS2,61.2,56.0,9362.0,6.88,6.92,4.22 +31840,0.34,Ideal,H,VVS1,62.0,54.0,775.0,4.46,4.48,2.77 +40981,0.5,Fair,F,SI1,64.7,57.0,1181.0,4.99,4.94,3.21 +5691,1.01,Very Good,I,SI1,62.1,58.0,3888.0,6.38,6.44,3.98 +47281,0.3,Very Good,I,SI1,61.9,61.0,394.0,4.27,4.29,2.65 +45585,0.52,Ideal,G,VS1,62.7,57.0,1689.0,5.12,5.15,3.22 +33633,0.37,Premium,E,SI1,60.6,54.0,833.0,4.68,4.63,2.82 +14349,1.32,Ideal,J,VS1,62.5,57.0,5808.0,7.0,7.04,4.39 +6361,0.32,Very Good,I,VS2,63.2,56.0,576.0,4.38,4.32,2.75 +13858,1.0,Premium,D,SI1,60.3,60.0,5645.0,6.31,6.26,3.79 +5727,0.27,Very Good,D,VVS2,64.6,53.0,575.0,4.04,4.1,2.63 +12985,1.25,Premium,J,VS2,62.2,59.0,5396.0,6.88,6.86,4.27 +34341,0.3,Ideal,E,VVS1,62.0,58.0,862.0,4.28,4.3,2.66 +45562,0.52,Ideal,E,VS2,62.6,57.0,1689.0,5.09,5.17,3.21 +28783,0.37,Very Good,D,SI1,62.3,56.0,681.0,4.61,4.64,2.88 +44045,0.45,Ideal,G,IF,61.7,55.0,1548.0,4.93,4.96,3.05 +27440,2.04,Premium,F,SI2,60.2,58.0,18066.0,8.17,8.24,4.94 +15139,1.52,Premium,H,SI2,62.6,60.0,6086.0,7.34,7.3,4.58 +34311,0.43,Ideal,H,SI1,62.1,57.0,858.0,4.83,4.77,2.98 +35025,0.4,Good,E,SI1,64.2,56.0,882.0,4.69,4.66,3.0 +28139,0.31,Ideal,E,VS1,61.3,54.0,664.0,4.37,4.4,2.69 +29940,0.29,Ideal,F,VVS2,61.1,58.0,715.0,4.26,4.28,2.61 +35175,0.31,Ideal,G,IF,62.6,53.0,891.0,4.36,4.39,2.74 +11375,0.34,Premium,H,VS1,61.4,59.0,596.0,4.5,4.53,2.77 +2517,0.7,Ideal,E,VS2,61.1,59.0,3201.0,5.67,5.73,3.48 +11256,1.01,Premium,F,SI1,62.3,59.0,4969.0,6.38,6.4,3.98 +44073,0.55,Premium,E,SI1,61.2,59.0,1551.0,5.25,5.28,3.22 +9776,0.91,Premium,D,SI1,62.3,60.0,4663.0,6.21,6.15,3.85 +18584,1.52,Ideal,I,SI2,61.7,57.0,7582.0,7.38,7.41,4.56 +47665,0.23,Very Good,D,VVS2,60.4,59.0,530.0,3.95,4.0,2.4 +9751,1.27,Premium,J,SI2,60.4,58.0,4660.0,7.04,7.0,4.24 +20954,1.04,Ideal,F,VVS2,61.2,57.0,9169.0,6.53,6.5,3.99 +4276,1.0,Premium,G,SI2,60.2,58.0,3584.0,6.55,6.48,3.92 +39404,0.41,Ideal,G,VVS2,62.5,55.0,1076.0,4.76,4.75,2.97 +11488,1.09,Ideal,F,SI2,61.2,55.0,5016.0,6.64,6.67,4.07 +2575,0.71,Ideal,D,VS2,62.7,57.0,3212.0,5.7,5.75,3.59 +44376,0.6,Ideal,F,SI1,61.5,55.0,1580.0,5.49,5.44,3.36 +37555,0.31,Ideal,G,IF,61.9,56.0,988.0,4.39,4.36,2.71 +6959,0.8,Ideal,G,VVS2,62.6,54.0,4146.0,5.9,5.97,3.71 +7429,0.72,Ideal,F,IF,62.0,57.0,4228.0,5.71,5.78,3.56 +36164,0.38,Ideal,G,VVS2,62.3,53.6,929.0,4.65,4.67,2.9 +13555,1.07,Ideal,G,SI1,62.2,56.0,5551.0,6.52,6.56,4.07 +25994,2.0,Premium,J,VVS2,63.0,59.0,15214.0,8.0,7.97,5.03 +38060,0.38,Ideal,E,VVS2,62.5,53.0,1013.0,4.62,4.66,2.9 +30810,0.35,Ideal,H,VVS1,62.0,53.9,743.0,4.5,4.53,2.8 +44162,0.6,Very Good,G,SI1,63.5,59.9,1565.0,5.28,5.3,3.36 +28336,0.33,Ideal,G,VS1,62.1,54.0,666.0,4.42,4.47,2.76 +26007,2.12,Premium,I,SI2,60.6,59.0,15235.0,8.3,8.27,5.02 +36846,0.37,Premium,F,VS2,60.6,58.0,957.0,4.67,4.63,2.82 +29861,0.3,Ideal,D,VS2,61.5,55.0,710.0,4.3,4.35,2.66 +16075,1.22,Very Good,I,VS2,59.6,58.0,6419.0,6.95,6.98,4.15 +34746,0.41,Very Good,H,SI1,63.3,56.0,876.0,4.74,4.71,2.99 +42185,0.5,Good,G,SI1,63.6,55.0,1286.0,5.06,5.03,3.21 +27456,1.14,Very Good,D,IF,59.1,58.0,18112.0,6.83,6.9,4.06 +36483,0.32,Ideal,F,IF,60.9,57.0,943.0,4.42,4.45,2.7 +16026,0.3,Premium,I,VS1,58.8,61.0,608.0,4.43,4.38,2.59 +43852,0.5,Good,D,SI1,60.5,57.0,1447.0,5.1,5.14,3.1 +20928,1.0,Very Good,E,VVS2,61.6,60.0,9139.0,6.41,6.45,3.96 +9405,0.91,Very Good,D,SI1,63.1,59.0,4586.0,6.14,6.1,3.86 +13765,1.01,Premium,H,VS2,62.5,58.0,5611.0,6.41,6.33,3.98 +10760,1.01,Good,E,SI1,60.9,64.0,4853.0,6.29,6.22,3.81 +18364,0.37,Very Good,F,SI1,62.5,58.0,616.0,4.52,4.57,2.84 +48551,0.54,Premium,F,VS2,62.0,59.0,1989.0,5.22,5.16,3.22 +14667,1.35,Premium,I,SI2,62.3,59.0,5919.0,7.09,7.03,4.4 +9397,1.26,Premium,H,SI2,62.0,56.0,4586.0,6.92,6.88,4.28 +8697,1.02,Good,D,SI2,64.1,58.0,4459.0,6.25,6.32,4.03 +34819,0.3,Premium,H,VVS1,61.8,58.0,878.0,4.36,4.32,2.68 +22362,0.31,Very Good,H,VS2,63.2,57.0,628.0,4.35,4.32,2.74 +245,0.76,Good,E,SI1,63.7,54.0,2789.0,5.76,5.85,3.7 +49139,0.56,Ideal,D,VS2,62.1,57.0,2066.0,5.28,5.25,3.27 +34885,0.38,Ideal,G,VVS2,62.0,57.0,879.0,4.64,4.66,2.89 +26755,2.02,Ideal,I,SI1,61.8,56.0,16560.0,8.07,8.09,4.99 +26851,2.01,Premium,I,VS2,62.6,59.0,16778.0,8.04,8.01,5.02 +42808,0.4,Ideal,D,VVS2,60.9,57.0,1353.0,4.74,4.78,2.9 +9471,1.0,Ideal,I,SI1,61.8,55.0,4602.0,6.41,6.44,3.97 +32145,0.32,Ideal,F,VVS2,61.9,57.0,786.0,4.36,4.39,2.71 +6408,1.02,Very Good,H,SI2,61.1,61.0,4039.0,6.48,6.51,3.97 +10569,1.0,Premium,D,SI2,62.4,58.0,4816.0,6.36,6.33,3.96 +24354,2.01,Ideal,I,SI1,62.4,54.0,12617.0,8.04,7.96,5.0 +13787,1.01,Premium,G,VS2,59.8,61.0,5620.0,6.53,6.44,3.88 +2029,0.75,Premium,D,SI1,58.9,60.0,3105.0,5.99,5.97,3.52 +17828,1.01,Very Good,G,VVS2,61.9,58.0,7188.0,6.38,6.44,3.97 +51664,0.7,Very Good,I,VVS2,63.1,57.0,2398.0,5.63,5.68,3.57 +35959,0.33,Very Good,H,SI1,63.0,58.0,475.0,4.4,4.42,2.78 +43767,0.41,Ideal,F,IF,61.7,56.0,1439.0,4.79,4.83,2.97 +41904,0.52,Very Good,F,SI1,61.3,56.0,1261.0,5.2,5.24,3.2 +12692,0.26,Very Good,E,VVS2,61.7,60.0,599.0,4.11,4.12,2.54 +6064,1.01,Very Good,G,SI2,61.8,58.0,3966.0,6.36,6.39,3.94 +1998,1.29,Good,I,I1,64.2,54.0,3098.0,6.93,6.83,4.42 +9961,1.07,Premium,F,SI2,62.0,58.0,4700.0,6.57,6.52,4.06 +32388,0.32,Very Good,D,VVS2,60.1,58.0,791.0,4.41,4.44,2.66 +52684,0.7,Ideal,D,SI2,60.4,56.0,2551.0,5.78,5.81,3.5 +32957,0.24,Very Good,F,VS1,61.0,57.0,461.0,4.01,4.04,2.45 +5311,0.85,Premium,E,VS2,60.2,60.0,3803.0,6.14,6.09,3.68 +53846,0.7,Very Good,G,VS1,60.0,56.0,2741.0,5.77,5.83,3.48 +30363,0.36,Ideal,I,VS1,60.5,57.0,729.0,4.59,4.56,2.77 +30745,0.43,Good,F,SI1,63.8,57.0,739.0,4.8,4.82,3.07 +12391,1.02,Very Good,E,SI1,58.9,58.0,5232.0,6.51,6.54,3.84 +28853,0.41,Ideal,D,SI2,62.6,55.0,683.0,4.76,4.8,2.99 +24120,1.63,Very Good,F,SI1,59.7,62.0,12282.0,7.65,7.73,4.59 +50229,0.71,Premium,H,SI2,62.7,57.0,2231.0,5.71,5.64,3.56 +14045,0.41,Ideal,G,SI2,61.3,56.0,605.0,4.78,4.81,2.94 +4996,0.7,Ideal,F,VVS2,61.9,54.8,3741.0,5.68,5.72,3.53 +52636,0.24,Very Good,F,VVS2,62.2,58.0,552.0,3.97,4.01,2.48 +21670,1.5,Premium,H,SI1,62.7,58.0,9768.0,7.27,7.34,4.58 +3388,0.31,Premium,I,SI1,61.5,59.0,408.0,4.35,4.37,2.68 +50554,0.73,Ideal,F,SI2,62.7,57.0,2276.0,5.75,5.79,3.62 +22914,1.54,Fair,F,SI1,65.8,56.0,10954.0,7.22,7.18,4.74 +5049,0.31,Premium,H,SI1,62.3,55.0,573.0,4.36,4.34,2.71 +4643,1.04,Premium,J,SI2,62.0,59.0,3669.0,6.49,6.47,4.02 +27544,2.51,Fair,H,SI2,64.7,57.0,18308.0,8.44,8.5,5.48 +30384,0.43,Very Good,I,VS1,60.9,55.0,730.0,4.89,4.99,3.01 +37642,0.41,Premium,G,VS2,60.7,59.0,990.0,4.85,4.8,2.93 +3417,0.3,Very Good,D,VS2,61.0,57.0,568.0,4.32,4.34,2.64 +30528,0.38,Very Good,D,SI1,58.9,61.0,733.0,4.75,4.79,2.81 +41263,0.34,Ideal,I,VS1,62.0,54.0,501.0,4.49,4.51,2.79 +21799,1.13,Ideal,G,VVS1,59.6,57.0,9872.0,6.89,6.81,4.08 +28782,0.37,Premium,I,VVS1,61.6,59.0,681.0,4.62,4.66,2.86 +36920,0.41,Ideal,G,VS1,59.8,57.0,961.0,4.86,4.81,2.89 +35744,0.3,Premium,D,VS2,60.3,60.0,911.0,4.31,4.28,2.59 +26799,2.02,Ideal,H,SI1,62.3,57.0,16665.0,8.04,8.14,5.04 +36449,0.31,Ideal,D,VS2,62.3,55.0,942.0,4.37,4.33,2.71 +40624,0.41,Ideal,E,VS1,61.7,57.0,1153.0,4.8,4.76,2.95 +33605,0.31,Ideal,D,SI2,61.3,56.0,462.0,4.36,4.41,2.69 +26519,1.54,Ideal,G,VVS1,60.8,57.0,16169.0,7.45,7.49,4.54 +12972,1.02,Very Good,H,VS2,60.6,60.0,5393.0,6.55,6.48,3.95 +16467,1.25,Ideal,G,SI1,62.5,54.0,6580.0,6.88,6.85,4.29 +43341,0.51,Premium,F,SI1,59.7,59.0,1406.0,5.2,5.15,3.09 +12419,1.09,Premium,E,SI1,62.7,58.0,5237.0,6.6,6.55,4.12 +9004,1.07,Ideal,D,SI2,61.4,56.0,4513.0,6.55,6.58,4.03 +21613,1.59,Premium,E,SI1,58.8,59.0,9705.0,7.69,7.61,4.5 +41188,0.5,Very Good,G,SI1,60.6,56.0,1202.0,5.13,5.16,3.12 +19775,1.06,Ideal,F,VS1,61.7,57.0,8344.0,6.55,6.57,4.05 +37259,0.31,Premium,H,IF,60.4,58.0,977.0,4.43,4.41,2.67 +45779,0.51,Ideal,G,VS1,61.5,54.9,1708.0,5.13,5.25,3.17 +21239,1.53,Premium,J,VVS1,61.6,59.0,9384.0,7.35,7.39,4.54 +39290,0.3,Ideal,H,VS2,62.1,55.0,491.0,4.33,4.36,2.7 +19819,1.03,Ideal,G,VVS2,60.7,57.0,8385.0,6.5,6.58,3.97 +48069,0.56,Very Good,F,VS1,61.2,58.0,1929.0,5.32,5.33,3.26 +8304,1.2,Premium,G,SI2,62.8,62.0,4387.0,6.69,6.65,4.19 +40389,0.42,Premium,D,VVS2,59.6,59.0,1132.0,4.9,4.96,2.94 +49714,0.5,Very Good,E,VVS1,62.1,56.0,2148.0,5.06,5.11,3.16 +12593,1.27,Ideal,J,VS2,61.8,54.0,5285.0,6.95,6.98,4.31 +51648,0.26,Very Good,G,VVS1,61.2,56.0,545.0,4.1,4.13,2.52 +3798,0.71,Ideal,E,VS1,60.4,57.0,3464.0,5.75,5.81,3.49 +29841,0.3,Ideal,D,VS2,62.3,54.0,710.0,4.3,4.33,2.69 +42964,0.47,Ideal,I,VVS1,61.6,55.0,1365.0,4.99,5.01,3.08 +20885,1.29,Very Good,G,VS1,62.3,58.0,9105.0,6.98,7.01,4.36 +24366,0.31,Premium,D,VS2,61.7,58.0,636.0,4.32,4.37,2.68 +52360,0.75,Premium,F,SI2,62.2,58.0,2501.0,5.87,5.8,3.57 +46304,0.3,Very Good,H,VS1,63.0,59.0,526.0,4.21,4.27,2.67 +20026,0.32,Good,F,SI2,63.8,55.0,421.0,4.34,4.35,2.77 +9985,1.0,Ideal,H,VS2,62.5,58.0,4704.0,6.38,6.33,3.97 +24189,2.18,Very Good,G,SI2,63.3,59.0,12377.0,8.25,8.2,5.2 +18537,1.51,Premium,J,VS2,59.2,59.0,7553.0,7.53,7.47,4.44 +13483,0.9,Premium,E,VS1,59.4,59.0,5535.0,6.28,6.31,3.74 +31597,0.2,Premium,F,VS2,62.6,59.0,367.0,3.73,3.71,2.33 +6352,1.0,Very Good,F,SI2,63.4,55.0,4033.0,6.3,6.38,4.02 +1314,0.7,Premium,D,VS1,60.4,58.0,2956.0,5.78,5.71,3.47 +33374,0.41,Premium,G,VS2,61.8,58.0,827.0,4.75,4.77,2.94 +40626,0.41,Ideal,E,VS1,60.9,57.0,1153.0,4.79,4.76,2.91 +11448,1.01,Premium,D,SI2,61.7,57.0,5006.0,6.49,6.44,3.99 +53596,1.22,Premium,G,I1,59.2,60.0,2699.0,6.97,6.9,4.1 +50077,0.51,Ideal,F,VVS2,62.6,57.0,2203.0,5.13,5.1,3.2 +2179,0.8,Premium,G,VS2,59.6,59.0,3136.0,6.09,6.0,3.6 +6570,1.0,Very Good,E,SI2,59.5,63.0,4077.0,6.47,6.41,3.83 +6528,0.9,Very Good,D,SI1,62.5,63.0,4068.0,6.11,6.14,3.83 +34836,0.3,Premium,H,VVS1,62.0,59.0,878.0,4.29,4.26,2.65 +18124,1.01,Ideal,F,VS2,62.5,55.0,7338.0,6.38,6.41,4.0 +11452,1.01,Premium,G,SI1,62.6,60.0,5006.0,6.36,6.29,3.96 +16523,1.2,Very Good,D,SI2,62.9,59.0,6602.0,6.7,6.75,4.23 +46368,0.54,Premium,G,VS1,61.6,58.0,1760.0,5.25,5.21,3.22 +46781,0.61,Very Good,F,VS2,62.6,60.0,1805.0,5.34,5.39,3.36 +25201,1.54,Ideal,G,VS2,61.2,56.0,13794.0,7.43,7.47,4.56 +30419,0.32,Ideal,G,VVS2,62.2,55.0,730.0,4.41,4.43,2.75 +18677,1.5,Premium,H,SI1,61.4,56.0,7636.0,7.47,7.34,4.55 +41259,0.3,Premium,F,SI1,60.9,60.0,500.0,4.33,4.37,2.65 +26734,1.62,Ideal,E,VS2,61.4,57.0,16507.0,7.58,7.54,4.64 +18623,1.09,Very Good,F,VS1,62.9,58.0,7598.0,6.51,6.55,4.11 +28256,0.33,Premium,F,VS2,62.1,59.0,666.0,4.4,4.45,2.75 +43979,0.36,Premium,E,SI2,61.5,61.0,518.0,4.63,4.57,2.83 +23467,1.51,Good,E,SI1,63.1,58.0,11460.0,7.23,7.28,4.58 +33719,0.33,Ideal,H,IF,62.0,55.0,838.0,4.46,4.48,2.77 +1437,0.57,Ideal,F,IF,61.8,54.0,2974.0,5.33,5.35,3.3 +35464,0.31,Ideal,F,IF,61.2,56.0,901.0,4.38,4.41,2.69 +28774,0.33,Very Good,G,VS1,60.8,57.0,681.0,4.5,4.51,2.74 +41146,0.5,Good,G,SI1,62.5,64.0,1197.0,4.93,4.99,3.1 +3175,0.9,Premium,I,VS2,61.2,62.0,3338.0,6.19,6.13,3.77 +7763,1.03,Very Good,H,SI2,62.8,59.0,4283.0,6.4,6.43,4.03 +15161,1.14,Ideal,H,VS2,62.6,56.0,6095.0,6.68,6.65,4.17 +32571,0.38,Ideal,F,VS2,62.1,57.0,800.0,4.61,4.67,2.88 +9940,0.9,Very Good,D,SI1,62.8,59.0,4693.0,6.14,6.18,3.87 +51573,0.63,Premium,G,VS2,60.4,58.0,2391.0,5.6,5.59,3.38 +2566,0.9,Premium,F,SI2,61.9,62.0,3210.0,6.12,6.07,3.77 +36132,0.33,Ideal,E,VS2,62.3,56.0,928.0,4.47,4.46,2.78 +4019,1.02,Ideal,I,SI2,62.9,56.0,3521.0,6.45,6.37,4.03 +23253,1.4,Very Good,G,VS1,62.6,58.0,11262.0,7.03,7.07,4.41 +26790,2.05,Very Good,J,VS1,61.4,58.5,16641.0,8.13,8.16,5.0 +37802,0.51,Ideal,I,SI1,61.7,54.0,1000.0,5.18,5.19,3.2 +30265,0.32,Ideal,F,VS1,61.3,55.0,725.0,4.4,4.44,2.71 +23927,1.06,Ideal,D,VVS2,62.0,56.0,12053.0,6.53,6.57,4.06 +17650,1.28,Ideal,H,SI1,61.8,57.0,7109.0,7.02,6.97,4.32 +49839,0.54,Ideal,F,VVS2,61.9,56.0,2168.0,5.2,5.23,3.23 +44982,0.31,Premium,G,SI2,61.8,59.0,523.0,4.34,4.3,2.67 +25447,2.0,Fair,H,VS1,66.0,56.0,14199.0,7.79,7.72,5.12 +7766,1.07,Premium,E,SI2,60.5,59.0,4284.0,6.59,6.67,4.01 +15387,0.29,Very Good,G,VVS1,62.0,55.0,607.0,4.27,4.29,2.65 +28229,0.33,Premium,G,VS1,60.8,59.0,666.0,4.43,4.45,2.7 +38127,0.3,Ideal,G,VVS1,62.3,55.0,1013.0,4.31,4.29,2.68 +37132,0.36,Ideal,D,VVS2,60.7,56.0,971.0,4.59,4.63,2.8 +48230,0.57,Ideal,E,VS2,61.6,56.0,1949.0,5.38,5.33,3.3 +31336,0.41,Ideal,G,SI1,61.9,54.0,759.0,4.77,4.82,2.97 +38325,0.53,Ideal,H,SI2,61.6,54.0,1020.0,5.22,5.26,3.23 +14251,1.02,Ideal,F,SI1,62.3,56.0,5773.0,6.41,6.44,4.0 +46937,0.52,Ideal,E,VS2,61.1,57.0,1815.0,5.2,5.18,3.17 +40607,0.23,Ideal,F,VS2,60.9,57.0,498.0,3.96,3.99,2.42 +53311,0.72,Ideal,I,VS2,61.8,55.0,2650.0,5.75,5.78,3.56 +6728,0.27,Ideal,E,VS1,60.5,56.0,577.0,4.21,4.22,2.55 +19647,1.52,Premium,J,VS1,62.4,59.0,8258.0,7.36,7.31,4.58 +24673,1.77,Ideal,D,SI2,61.8,57.0,13026.0,7.77,7.71,4.78 +47788,0.67,Good,F,SI1,60.2,61.0,1897.0,5.64,5.69,3.41 +3215,1.0,Fair,I,SI2,65.8,58.0,3348.0,6.23,6.27,4.11 +53736,0.7,Ideal,G,VS2,62.3,57.0,2723.0,5.65,5.68,3.53 +26228,2.04,Premium,G,SI2,60.3,59.0,15651.0,8.23,8.3,4.98 +52249,0.71,Ideal,H,VS1,60.3,59.0,2487.0,5.75,5.79,3.48 +12123,0.91,Premium,E,VS1,61.9,59.0,5167.0,6.23,6.17,3.84 +5013,1.1,Premium,F,I1,59.8,61.0,3745.0,6.7,6.65,3.99 +2067,0.32,Premium,G,VS2,61.5,58.0,561.0,4.35,4.4,2.69 +43049,0.54,Very Good,F,SI1,59.3,60.0,1376.0,5.32,5.37,3.17 +9878,0.9,Very Good,F,VS2,62.6,58.0,4681.0,6.08,6.13,3.82 +3663,0.76,Good,D,VS2,63.5,55.0,3443.0,5.81,5.85,3.7 +42799,0.5,Very Good,G,VS2,62.0,57.0,1351.0,5.04,5.12,3.15 +51660,0.3,Ideal,G,VS2,61.6,58.0,545.0,4.27,4.3,2.64 +52960,0.24,Very Good,E,VVS1,59.7,58.0,552.0,4.07,4.1,2.44 +45243,0.55,Ideal,G,VS2,61.8,58.0,1659.0,5.23,5.26,3.24 +26028,0.32,Very Good,F,VS2,62.8,53.0,645.0,4.34,4.38,2.74 +46779,0.5,Very Good,D,VS1,62.3,60.0,1804.0,5.07,5.1,3.17 +25226,2.14,Fair,F,SI2,64.8,60.0,13825.0,8.11,8.0,5.22 +26153,1.11,Ideal,E,IF,61.8,55.0,15464.0,6.65,6.69,4.12 +51541,0.71,Ideal,G,SI1,61.4,57.0,2386.0,5.76,5.71,3.52 +6188,0.77,Ideal,H,VS2,61.3,56.0,3996.0,5.91,5.94,3.63 +32157,0.28,Ideal,E,VVS2,60.8,55.0,787.0,4.26,4.29,2.6 +17014,1.03,Ideal,G,VS2,60.7,57.0,6793.0,6.53,6.56,3.97 +53478,0.7,Very Good,D,SI1,58.2,60.0,2681.0,5.75,5.79,3.36 +41917,0.52,Very Good,I,VS1,61.5,56.3,1262.0,5.16,5.19,3.18 +50655,0.31,Very Good,E,SI1,63.0,59.0,544.0,4.26,4.31,2.7 +40419,0.7,Good,H,I1,56.5,57.0,1134.0,5.97,5.86,3.33 +7953,1.01,Good,H,SI1,60.3,64.0,4320.0,6.52,6.49,3.92 +14292,1.01,Good,F,VS1,64.0,56.0,5786.0,6.37,6.32,4.06 +6894,0.9,Ideal,G,VS2,62.7,56.0,4133.0,6.25,6.15,3.89 +2307,0.73,Ideal,H,VS2,61.4,55.0,3164.0,5.79,5.82,3.56 +32021,0.33,Very Good,D,VS2,60.0,62.0,778.0,4.47,4.49,2.69 +25182,2.05,Premium,G,SI1,62.2,56.0,13767.0,8.19,8.08,5.06 +38013,0.44,Good,D,VS2,63.6,56.0,1009.0,4.81,4.84,3.07 +32017,0.42,Premium,E,SI2,61.8,61.0,778.0,4.84,4.8,2.98 +46640,0.3,Good,E,SI1,63.2,56.0,526.0,4.27,4.3,2.71 +15599,1.01,Very Good,F,VS2,58.8,63.0,6257.0,6.51,6.56,3.84 +39312,0.33,Premium,D,VS2,61.1,56.0,1069.0,4.54,4.5,2.76 +26605,2.35,Premium,H,SI2,62.3,58.0,16340.0,8.51,8.44,5.28 +38558,0.31,Ideal,D,VVS2,61.1,56.0,1034.0,4.38,4.39,2.68 +4048,1.03,Fair,G,SI2,65.7,58.0,3530.0,6.32,6.26,4.13 +48606,0.7,Very Good,J,VS2,63.2,57.0,1997.0,5.63,5.66,3.57 +2671,0.91,Very Good,G,SI2,62.0,59.0,3238.0,6.19,6.22,3.85 +24154,2.21,Premium,J,SI2,60.6,62.0,12327.0,8.45,8.37,5.1 +46883,0.72,Ideal,H,SI2,61.8,55.0,1814.0,5.79,5.76,3.57 +39597,0.34,Ideal,E,VVS1,62.1,57.0,1084.0,4.5,4.46,2.78 +33242,0.41,Ideal,F,SI1,61.4,56.0,824.0,4.77,4.8,2.94 +24856,1.32,Ideal,G,VVS2,61.6,56.0,13261.0,7.03,7.08,4.35 +27469,2.14,Very Good,E,SI2,61.5,58.0,18125.0,8.24,8.31,5.09 +9445,0.9,Ideal,F,SI2,61.8,56.0,4593.0,6.18,6.21,3.83 +28566,0.3,Premium,H,VS1,62.6,59.0,675.0,4.3,4.26,2.68 +51727,0.7,Good,F,SI1,63.2,57.0,2401.0,5.62,5.68,3.57 +17204,1.09,Ideal,F,SI1,61.4,56.0,6872.0,6.63,6.66,4.08 +44784,0.51,Ideal,D,VS2,61.8,54.0,1623.0,5.12,5.17,3.18 +2166,0.71,Very Good,D,VS2,60.3,62.0,3131.0,5.69,5.76,3.45 +36752,0.33,Ideal,F,VVS1,62.4,55.0,955.0,4.44,4.47,2.78 +5965,0.9,Good,F,SI1,63.2,61.0,3950.0,6.09,6.13,3.86 +25041,0.3,Premium,F,SI1,62.1,60.0,641.0,4.28,4.26,2.65 +1306,0.89,Premium,I,VS1,62.2,62.0,2955.0,6.14,6.02,3.78 +37564,0.31,Good,G,IF,63.9,58.0,988.0,4.3,4.27,2.74 +12541,1.2,Ideal,E,SI2,61.3,56.0,5268.0,6.8,6.71,4.14 +8909,0.8,Ideal,E,VVS2,61.4,57.0,4493.0,5.98,5.94,3.66 +20858,1.01,Ideal,F,VS1,62.2,56.0,9077.0,6.4,6.46,4.0 +17756,1.06,Very Good,D,VS2,59.6,60.0,7149.0,6.68,6.71,3.99 +40124,0.41,Ideal,F,VVS2,61.4,56.0,1115.0,4.76,4.81,2.94 +4309,1.05,Premium,J,VS2,59.4,62.0,3593.0,6.66,6.58,3.93 +39823,0.3,Premium,E,IF,60.1,60.0,1097.0,4.32,4.3,2.59 +42231,0.62,Premium,E,SI2,58.6,58.0,1291.0,5.58,5.52,3.25 +52286,0.71,Good,F,VS2,63.6,58.0,2494.0,5.67,5.62,3.59 +1752,0.81,Good,I,VS1,59.4,56.0,3042.0,5.97,6.11,3.59 +4856,0.71,Ideal,F,VS1,61.8,55.0,3710.0,5.71,5.73,3.54 +44110,0.51,Ideal,G,VS2,61.8,55.0,1557.0,5.15,5.18,3.19 +28991,0.34,Premium,F,VS2,59.2,60.0,686.0,4.56,4.6,2.71 +38291,0.28,Very Good,E,VS1,59.5,59.0,487.0,4.29,4.35,2.57 +45976,0.3,Very Good,H,VS1,62.0,58.0,526.0,4.24,4.28,2.64 +26921,2.03,Ideal,I,VS2,62.7,57.0,16945.0,8.05,8.02,5.04 +44436,0.54,Ideal,E,VS2,61.8,57.0,1590.0,5.23,5.26,3.24 +1155,0.78,Ideal,F,SI1,61.1,56.0,2923.0,5.94,5.98,3.64 +31769,0.32,Premium,G,VS1,61.2,62.0,773.0,4.45,4.41,2.71 +24965,2.02,Ideal,F,SI2,62.7,57.0,13453.0,8.07,7.93,5.03 +45537,0.56,Ideal,H,VS2,62.4,56.0,1687.0,5.27,5.23,3.28 +31692,0.4,Ideal,I,VVS2,61.6,56.0,770.0,4.75,4.76,2.93 +7286,0.9,Very Good,H,VS1,60.5,63.0,4201.0,6.13,6.16,3.72 +41656,0.58,Ideal,F,SI2,62.0,57.0,1239.0,5.32,5.35,3.31 +20913,1.12,Premium,G,IF,60.9,57.0,9126.0,6.79,6.68,4.1 +50997,0.31,Premium,G,VS2,60.9,58.0,544.0,4.35,4.38,2.66 +33413,0.32,Good,F,VS2,63.6,57.0,828.0,4.37,4.34,2.77 +19912,1.24,Ideal,D,SI1,60.4,57.0,8457.0,6.95,7.02,4.22 +20646,1.58,Premium,H,VS2,60.5,58.0,8936.0,7.57,7.54,4.57 +13850,1.2,Very Good,E,SI2,63.3,55.0,5645.0,6.77,6.73,4.27 +34297,0.3,Ideal,E,VS1,61.6,55.0,857.0,4.34,4.36,2.68 +52067,0.79,Ideal,G,SI2,60.8,57.0,2453.0,5.99,5.96,3.63 +4518,1.0,Good,D,SI2,64.0,59.0,3634.0,6.29,6.24,4.01 +26975,2.32,Premium,J,VS2,62.4,57.0,17053.0,8.48,8.4,5.27 +43950,0.31,Ideal,E,SI1,61.1,55.0,516.0,4.36,4.41,2.68 +38037,0.3,Very Good,D,VVS2,63.5,58.0,1010.0,4.31,4.23,2.71 +1981,0.8,Very Good,F,SI1,63.1,58.0,3093.0,5.89,5.93,3.73 +4988,0.75,Ideal,G,VVS2,62.0,56.0,3740.0,5.79,5.85,3.61 +50716,0.67,Good,F,VS1,62.3,62.0,2293.0,5.5,5.59,3.46 +17238,1.42,Very Good,I,VS1,60.1,65.0,6894.0,7.28,7.2,4.35 +52077,0.71,Very Good,I,VVS1,63.5,57.0,2456.0,5.65,5.68,3.6 +38221,0.43,Premium,F,SI1,60.6,59.0,1016.0,4.87,4.84,2.94 +33125,0.31,Very Good,G,VVS1,62.5,57.0,816.0,4.3,4.4,2.72 +13995,1.06,Ideal,I,SI1,61.8,55.0,5697.0,6.54,6.57,4.04 +23784,2.45,Very Good,J,SI2,60.6,63.0,11843.0,8.71,8.66,5.26 +50618,0.31,Ideal,J,VS2,61.8,54.1,400.0,4.35,4.38,2.7 +30282,0.34,Very Good,I,SI1,59.2,61.0,447.0,4.57,4.58,2.71 +9423,1.01,Good,G,SI1,63.9,57.0,4588.0,6.3,6.37,4.05 +35999,0.42,Premium,G,VS1,60.5,59.0,921.0,4.79,4.83,2.91 +33930,0.41,Good,G,VVS1,63.6,56.0,844.0,4.72,4.74,3.01 +8506,1.35,Ideal,J,SI1,61.0,55.0,4423.0,7.17,7.09,4.35 +19598,1.62,Ideal,I,SI2,62.2,57.0,8220.0,7.51,7.57,4.69 +10397,0.31,Very Good,G,SI1,63.1,59.0,593.0,4.33,4.29,2.72 +15699,0.29,Ideal,H,IF,62.2,55.0,607.0,4.25,4.28,2.65 +1068,0.31,Ideal,I,VS2,59.9,57.0,558.0,4.4,4.38,2.63 +36389,0.57,Premium,J,SI2,62.7,60.0,941.0,5.25,5.21,3.28 +53447,0.72,Ideal,F,SI2,60.8,56.0,2674.0,5.82,5.79,3.53 +18253,1.7,Premium,G,SI2,62.2,59.0,7414.0,7.68,7.6,4.75 +49289,0.73,Very Good,I,SI2,63.0,58.0,2093.0,5.71,5.75,3.61 +21922,1.7,Fair,F,SI2,64.5,57.0,9996.0,7.55,7.51,4.86 +33255,0.32,Ideal,E,VS1,61.0,54.0,825.0,4.44,4.46,2.72 +38994,0.34,Ideal,D,VVS2,61.3,56.0,1054.0,4.51,4.53,2.77 +9547,1.0,Very Good,E,SI2,61.4,61.0,4620.0,6.36,6.41,3.92 +2175,0.8,Very Good,D,VS2,63.1,57.0,3135.0,5.94,5.89,3.73 +39879,0.42,Ideal,G,VVS2,60.7,55.0,1103.0,4.89,4.86,2.96 +27352,2.01,Fair,G,VS2,67.5,55.0,17917.0,7.7,7.79,5.23 +12241,1.05,Ideal,H,SI1,61.1,56.0,5200.0,6.52,6.58,4.0 +52246,0.7,Ideal,I,VVS2,62.4,53.6,2487.0,5.68,5.72,3.55 +9284,1.04,Ideal,G,SI2,60.4,58.0,4566.0,6.56,6.62,3.98 +10009,0.9,Very Good,E,VS2,63.0,58.0,4707.0,6.13,6.16,3.87 +49841,0.59,Ideal,G,VVS2,62.2,56.0,2169.0,5.35,5.39,3.34 +37391,0.5,Ideal,I,SI1,62.0,55.0,982.0,5.08,5.11,3.16 +35723,0.3,Ideal,D,VS2,61.8,55.0,911.0,4.34,4.3,2.67 +34416,0.3,Ideal,G,IF,61.2,57.0,863.0,4.35,4.38,2.67 +51869,0.56,Fair,E,VVS2,57.3,60.0,2426.0,5.5,5.57,3.17 +31837,0.3,Good,E,VVS1,63.5,57.0,775.0,4.23,4.27,2.7 +16282,1.11,Ideal,F,SI1,61.1,57.0,6512.0,6.67,6.69,4.08 +15254,1.21,Very Good,D,SI2,62.3,59.0,6125.0,6.74,6.78,4.21 +21555,2.01,Premium,I,SI2,63.0,59.0,9658.0,8.04,7.97,5.04 +11038,0.9,Very Good,E,SI1,60.3,58.0,4921.0,6.26,6.32,3.79 +5703,0.3,Premium,D,SI2,62.4,59.0,574.0,4.28,4.25,2.66 +35514,0.4,Ideal,H,VVS2,61.4,55.7,905.0,4.72,4.77,2.92 +3575,0.72,Very Good,F,VVS2,63.6,59.0,3420.0,5.65,5.7,3.61 +11507,1.01,Ideal,F,SI2,60.4,59.0,5020.0,6.48,6.51,3.92 +13309,1.02,Good,D,SI1,63.5,61.0,5497.0,6.27,6.35,4.01 +46265,0.54,Ideal,E,VS2,61.0,56.0,1754.0,5.25,5.28,3.21 +40793,0.31,Ideal,F,IF,61.4,56.0,1168.0,4.4,4.43,2.71 +23789,1.36,Ideal,G,VVS2,61.1,57.0,11848.0,7.14,7.2,4.38 +15862,2.0,Premium,H,I1,59.7,62.0,6344.0,8.19,8.02,4.85 +43499,0.54,Ideal,G,VS2,61.5,55.0,1422.0,5.24,5.27,3.23 +50190,0.64,Ideal,D,VS2,60.7,59.0,2224.0,5.58,5.62,3.4 +53083,0.56,Very Good,D,VVS2,61.6,59.0,2612.0,5.27,5.34,3.27 +33632,0.37,Premium,G,VS2,61.2,60.0,833.0,4.63,4.58,2.82 +47845,0.53,Ideal,F,VS1,62.3,55.0,1908.0,5.22,5.18,3.24 +12928,1.01,Good,E,SI1,64.3,59.0,5379.0,6.23,6.28,4.02 +24476,2.05,Ideal,F,SI2,62.2,57.0,12743.0,8.19,8.12,5.07 +5544,1.01,Fair,G,SI2,64.7,58.0,3856.0,6.14,6.23,4.0 +15820,1.0,Ideal,G,VS2,60.5,56.0,6328.0,6.54,6.49,3.94 +20504,1.64,Premium,E,SI2,61.9,61.0,8835.0,7.54,7.51,4.66 +37447,0.5,Very Good,H,SI1,63.1,55.0,984.0,5.09,5.02,3.19 +27988,0.3,Very Good,E,VS2,62.1,59.0,658.0,4.27,4.29,2.66 +46208,0.51,Very Good,G,VVS2,62.9,57.0,1750.0,5.06,5.12,3.2 +19802,1.52,Premium,J,VS1,61.2,59.0,8366.0,7.39,7.36,4.51 +38696,0.37,Premium,E,VS2,58.9,61.0,1041.0,4.68,4.66,2.75 +40958,0.42,Ideal,G,VVS1,61.2,57.0,1179.0,4.78,4.82,2.94 +51823,0.71,Very Good,E,SI1,62.0,55.0,2420.0,5.72,5.76,3.56 +48369,0.56,Ideal,D,VS2,62.1,57.0,1963.0,5.25,5.28,3.27 +2202,0.7,Ideal,G,VS1,61.2,57.0,3140.0,5.7,5.74,3.5 +51204,0.7,Good,H,VS2,64.2,58.0,2351.0,5.61,5.58,3.59 +52207,0.7,Ideal,G,SI1,61.0,56.0,2480.0,5.77,5.8,3.53 +46461,0.6,Ideal,D,SI1,61.1,57.0,1774.0,5.39,5.51,3.33 +251,0.55,Ideal,G,IF,60.9,57.0,2789.0,5.28,5.3,3.22 +37957,0.41,Ideal,D,VS2,61.5,57.0,1007.0,4.77,4.79,2.94 +35043,0.32,Ideal,G,IF,62.3,54.0,883.0,4.39,4.4,2.74 +18274,2.03,Premium,H,I1,59.4,59.0,7421.0,8.31,8.22,4.91 +24460,1.13,Premium,F,IF,59.8,60.0,12722.0,6.82,6.76,4.06 +36892,0.31,Ideal,F,VVS1,62.1,56.0,959.0,4.38,4.35,2.71 +36831,0.3,Ideal,E,IF,61.3,58.0,957.0,4.28,4.33,2.64 +8546,1.01,Very Good,H,SI1,61.8,61.0,4432.0,6.4,6.47,3.98 +35408,0.32,Ideal,E,VS2,61.9,55.0,900.0,4.43,4.42,2.74 +28813,0.32,Very Good,F,VVS2,63.2,52.0,683.0,4.38,4.39,2.77 +42564,0.45,Very Good,G,VVS1,62.2,58.0,1327.0,4.9,4.97,3.07 +47827,0.55,Ideal,H,IF,62.3,54.0,1905.0,5.25,5.28,3.28 +32888,0.36,Ideal,H,VS1,61.8,57.0,810.0,4.6,4.56,2.83 +20759,1.03,Very Good,F,VVS2,61.5,55.0,8998.0,6.48,6.57,4.01 +8833,1.02,Good,I,VS1,63.7,58.0,4478.0,6.33,6.26,4.01 +43906,0.33,Ideal,H,SI1,60.9,56.0,511.0,4.5,4.53,2.75 +21649,1.0,Very Good,D,VVS2,63.0,59.0,9740.0,6.35,6.38,4.01 +40351,0.43,Ideal,G,VVS2,60.1,57.0,1129.0,4.91,4.88,2.94 +9142,1.1,Ideal,J,VS2,62.4,55.0,4537.0,6.59,6.64,4.13 +43803,0.58,Ideal,D,SI2,61.2,57.0,1442.0,5.4,5.36,3.29 +10800,1.0,Good,H,VS2,63.7,59.0,4861.0,6.3,6.26,4.0 +48202,0.53,Ideal,G,VVS2,61.4,57.0,1948.0,5.19,5.26,3.21 +28390,0.33,Ideal,H,VS2,60.7,57.0,668.0,4.48,4.45,2.71 +43533,0.51,Very Good,E,SI2,59.3,63.0,1427.0,5.18,5.25,3.09 +23863,1.34,Ideal,G,VVS2,62.0,55.0,11955.0,7.02,7.08,4.37 +17977,1.1,Very Good,F,VS2,62.7,58.5,7272.0,6.5,6.59,4.1 +6713,0.27,Very Good,D,VS1,62.2,58.0,413.0,4.14,4.15,2.58 +27284,2.03,Very Good,G,SI2,62.7,55.0,17752.0,8.07,8.14,5.08 +27687,2.18,Premium,F,SI1,61.2,60.0,18717.0,8.38,8.3,5.1 +20073,1.51,Very Good,J,VVS2,62.6,63.0,8550.0,7.24,7.29,4.55 +4440,0.73,Good,F,VVS2,59.5,61.0,3616.0,5.8,5.83,3.46 +48959,0.79,Good,J,VS2,57.6,59.0,2048.0,6.13,6.06,3.51 +5515,0.9,Very Good,F,SI1,63.6,58.0,3848.0,6.08,6.12,3.88 +30383,0.34,Very Good,F,VS2,62.5,57.5,730.0,4.4,4.45,2.77 +14246,0.9,Good,G,IF,63.1,58.0,5771.0,6.09,6.18,3.87 +46777,0.59,Ideal,G,VS1,64.1,54.0,1803.0,5.37,5.3,3.42 +46063,0.7,Very Good,J,SI1,63.0,56.0,1735.0,5.61,5.66,3.55 +41011,0.42,Very Good,D,VVS2,62.8,59.0,1185.0,4.73,4.76,2.98 +43126,0.5,Very Good,E,VS2,63.0,58.0,1386.0,5.07,5.09,3.2 +475,0.72,Ideal,H,VS1,62.3,56.0,2819.0,5.73,5.77,3.58 +23167,1.5,Ideal,G,SI1,62.0,56.0,11180.0,7.33,7.29,4.53 +24307,2.0,Good,H,SI2,63.8,59.0,12554.0,7.93,7.88,5.04 +53691,0.82,Premium,I,VS2,62.2,59.0,2716.0,6.03,5.97,3.73 +38120,0.3,Premium,G,VVS1,60.6,61.0,1013.0,4.35,4.33,2.63 +27921,0.37,Very Good,G,VS1,58.4,59.0,657.0,4.76,4.69,2.76 +43008,0.57,Ideal,G,SI1,60.5,57.0,1369.0,5.4,5.37,3.26 +45389,0.55,Ideal,G,VS1,61.3,57.0,1667.0,5.25,5.28,3.23 +12850,1.08,Ideal,I,VS2,61.8,54.2,5357.0,6.57,6.6,4.07 +3614,0.77,Good,D,VS2,64.3,56.0,3428.0,5.84,5.77,3.73 +10680,1.0,Very Good,H,VS2,63.0,59.0,4842.0,6.43,6.34,4.02 +41374,0.51,Premium,G,SI1,62.4,58.0,1220.0,5.07,5.13,3.18 +19950,1.55,Ideal,J,VS2,61.4,55.0,8498.0,7.41,7.49,4.58 +5496,0.91,Premium,E,SI1,61.5,60.0,3842.0,6.24,6.19,3.82 +16399,1.51,Very Good,J,SI2,61.9,59.0,6546.0,7.26,7.31,4.51 +51666,0.55,Ideal,G,IF,62.0,55.0,2398.0,5.25,5.29,3.27 +36681,0.41,Very Good,F,VS2,59.4,60.0,951.0,4.85,4.89,2.89 +7934,1.02,Good,D,SI2,61.5,61.0,4318.0,6.34,6.41,3.92 +46309,0.3,Ideal,G,VS2,62.2,57.0,526.0,4.26,4.32,2.67 +17019,1.01,Good,F,VS1,59.0,62.0,6794.0,6.56,6.6,3.88 +17679,1.01,Good,E,VS1,63.8,60.0,7127.0,6.25,6.23,3.98 +30377,0.45,Very Good,F,SI2,61.5,61.0,729.0,4.9,4.95,3.03 +8041,0.39,Good,J,VS2,63.3,56.0,581.0,4.6,4.63,2.92 +21294,1.21,Ideal,E,VS2,60.3,60.0,9449.0,6.92,6.88,4.16 +19883,1.5,Premium,I,VS2,62.3,59.0,8431.0,7.24,7.3,4.53 +2084,1.01,Good,H,SI2,64.1,56.0,3111.0,6.37,6.3,4.06 +51526,0.7,Premium,E,SI1,61.3,58.0,2386.0,5.71,5.84,3.54 +32569,0.38,Ideal,G,VS1,62.5,56.0,800.0,4.64,4.58,2.88 +3852,0.91,Very Good,J,VS2,61.9,59.0,3478.0,6.11,6.16,3.8 +53702,0.7,Premium,F,VS2,62.6,61.0,2717.0,5.66,5.61,3.53 +49731,0.52,Premium,G,VVS1,59.2,58.0,2153.0,5.31,5.28,3.14 +10182,0.9,Premium,D,SI1,59.4,61.0,4735.0,6.32,6.3,3.75 +10993,1.12,Very Good,I,VS2,63.9,52.0,4914.0,6.58,6.65,4.23 +1117,0.93,Ideal,I,SI1,62.0,57.0,2917.0,6.22,6.26,3.87 +13665,1.5,Ideal,I,I1,61.3,57.0,5593.0,7.36,7.39,4.52 +33847,0.3,Ideal,F,VS1,62.0,55.0,844.0,4.34,4.3,2.68 +15129,1.01,Fair,D,VS2,65.2,57.0,6081.0,6.23,6.19,4.05 +35576,0.35,Ideal,F,VS2,60.8,57.0,906.0,4.56,4.52,2.76 +15988,1.01,Very Good,E,VS2,60.9,57.0,6399.0,6.41,6.47,3.92 +48876,0.71,Very Good,F,SI2,63.3,56.0,2036.0,5.68,5.73,3.61 +26995,2.07,Ideal,G,SI2,62.0,55.0,17095.0,8.23,8.13,5.07 +34186,0.33,Very Good,G,VS1,63.1,57.0,854.0,4.4,4.38,2.77 +5986,0.71,Premium,D,VVS1,58.8,58.0,3952.0,5.89,5.81,3.44 +22103,1.52,Ideal,F,SI2,61.9,57.0,10129.0,7.37,7.33,4.55 +21798,1.02,Ideal,F,VVS2,60.9,56.0,9870.0,6.54,6.49,3.97 +41026,0.41,Ideal,E,VVS2,62.2,54.0,1187.0,4.76,4.79,2.97 +17967,1.23,Ideal,H,VS2,62.2,55.0,7260.0,6.85,6.81,4.25 +24425,2.06,Premium,H,SI2,62.6,58.0,12677.0,8.06,8.03,5.04 +8952,1.19,Premium,J,SI1,63.0,54.0,4498.0,6.82,6.74,4.27 +6560,1.11,Very Good,I,SI2,63.1,57.0,4075.0,6.59,6.54,4.14 +43983,0.32,Very Good,J,VS2,62.9,56.0,393.0,4.37,4.4,2.76 +43939,0.3,Good,D,SI1,63.4,54.0,515.0,4.27,4.31,2.72 +6207,1.0,Premium,G,SI2,62.2,57.0,3998.0,6.29,6.25,3.9 +33766,0.5,Premium,E,I1,60.7,61.0,840.0,5.14,5.05,3.09 +13049,0.3,Ideal,F,VS2,62.1,53.3,601.0,4.3,4.32,2.68 +20925,1.2,Premium,E,VS2,62.7,59.0,9139.0,6.7,6.67,4.19 +11072,1.01,Premium,E,SI2,60.0,61.0,4921.0,6.53,6.47,3.9 +39946,0.24,Good,E,VVS2,65.0,58.0,492.0,3.85,3.9,2.52 +21654,1.53,Premium,G,SI1,61.7,59.0,9747.0,7.4,7.31,4.54 +8203,1.0,Fair,H,VS1,57.4,68.0,4368.0,6.52,6.47,3.73 +7145,0.9,Good,D,SI1,63.8,57.0,4178.0,6.12,6.07,3.89 +27117,1.5,Very Good,F,VVS1,60.0,60.0,17279.0,7.36,7.44,4.44 +46955,0.3,Premium,G,VS2,61.6,60.0,526.0,4.28,4.33,2.65 +41947,0.35,Good,H,SI1,63.2,57.0,504.0,4.48,4.51,2.84 +45365,0.52,Ideal,H,VS1,61.7,55.0,1665.0,5.17,5.21,3.2 +33833,0.43,Very Good,G,VS2,61.0,56.0,844.0,4.87,4.89,2.98 +8276,1.02,Premium,D,SI2,60.0,62.0,4381.0,6.59,6.5,3.93 +30404,0.32,Premium,G,VVS2,61.2,59.0,730.0,4.39,4.44,2.7 +14766,1.2,Very Good,I,VS2,60.5,60.0,5941.0,6.86,6.93,4.17 +46400,0.5,Ideal,G,VVS2,62.1,57.0,1766.0,5.06,5.09,3.15 +23834,1.52,Very Good,H,VS1,63.5,60.0,11912.0,7.28,7.24,4.61 +1497,0.7,Very Good,E,VS2,62.8,56.0,2992.0,5.66,5.68,3.56 +53426,0.7,Ideal,F,VS2,62.0,56.0,2671.0,5.71,5.74,3.55 +47188,0.57,Ideal,G,VS1,62.2,54.0,1837.0,5.31,5.33,3.31 +53094,0.83,Premium,H,SI1,58.6,61.0,2613.0,6.2,6.16,3.62 +1120,0.71,Ideal,F,VS2,61.2,56.0,2917.0,5.77,5.73,3.52 +38971,0.4,Very Good,E,VS1,60.5,61.0,1053.0,4.72,4.74,2.86 +11585,1.2,Ideal,H,SI2,62.3,57.0,5040.0,6.83,6.75,4.23 +39534,0.4,Premium,F,VS2,61.6,58.0,1080.0,4.8,4.75,2.94 +42091,0.55,Ideal,E,SI2,62.0,56.0,1273.0,5.27,5.22,3.25 +39116,0.41,Ideal,G,VS2,60.9,57.0,1061.0,4.84,4.79,2.93 +52496,0.51,Ideal,F,IF,62.4,55.0,2524.0,5.11,5.14,3.2 +51036,0.76,Premium,E,SI2,59.3,62.0,2329.0,6.01,5.96,3.55 +15474,1.0,Very Good,D,SI1,60.3,58.0,6196.0,6.44,6.49,3.9 +6508,1.01,Very Good,G,SI1,62.3,59.0,4064.0,6.34,6.37,3.96 +14952,1.2,Premium,I,VS1,62.8,56.0,6021.0,6.8,6.74,4.25 +12538,1.1,Premium,H,SI1,62.0,58.0,5267.0,6.68,6.6,4.12 +13189,1.21,Very Good,I,SI1,62.9,55.0,5452.0,6.69,6.76,4.23 +37716,0.34,Ideal,H,VVS1,62.9,57.0,995.0,4.47,4.44,2.8 +8997,1.04,Very Good,I,VS2,61.9,58.0,4511.0,6.47,6.55,4.03 +12758,1.2,Very Good,I,VS1,63.1,58.0,5322.0,6.7,6.62,4.2 +11039,0.9,Ideal,E,SI1,61.7,57.0,4921.0,6.18,6.24,3.83 +52661,0.71,Good,I,VVS1,63.8,56.0,2549.0,5.65,5.7,3.62 +52834,0.7,Premium,F,VS2,62.0,56.0,2573.0,5.72,5.67,3.53 +22673,1.26,Ideal,G,VVS1,62.1,57.0,10720.0,6.91,7.01,4.32 +5170,0.9,Very Good,H,SI1,61.7,57.0,3772.0,6.21,6.26,3.85 +53126,0.74,Ideal,E,SI2,60.9,57.0,2617.0,5.89,5.83,3.57 +33565,0.45,Premium,I,SI2,60.1,59.0,830.0,4.96,4.92,3.02 +46620,0.51,Ideal,D,VS2,62.3,57.0,1787.0,5.09,5.12,3.18 +46991,0.71,Good,E,SI2,64.0,56.0,1816.0,5.68,5.61,3.62 +39248,0.41,Ideal,G,VVS1,60.8,56.0,1068.0,4.82,4.85,2.94 +35587,0.42,Ideal,G,VS2,62.2,54.1,907.0,4.8,4.83,3.0 +47698,0.71,Very Good,I,SI1,62.6,63.0,1883.0,5.61,5.54,3.49 +50209,0.75,Very Good,H,SI2,61.9,56.0,2228.0,5.79,5.87,3.61 +40238,0.39,Ideal,F,VVS1,62.3,55.0,1124.0,4.67,4.7,2.92 +37857,0.44,Premium,E,VS2,62.3,59.0,1003.0,4.81,4.91,3.03 +8342,1.01,Good,G,SI2,59.3,62.0,4397.0,6.51,6.58,3.88 +28875,0.32,Ideal,J,IF,62.2,56.0,684.0,4.41,4.37,2.73 +930,0.88,Fair,F,SI1,56.6,65.0,2882.0,6.39,6.32,3.6 +11956,1.11,Premium,D,SI2,59.9,57.0,5134.0,6.74,6.72,4.03 +21748,1.52,Very Good,D,SI2,58.6,59.0,9817.0,7.43,7.48,4.37 +51687,0.76,Ideal,I,SI1,61.6,54.0,2399.0,5.86,5.92,3.63 +23263,1.51,Premium,H,VS2,62.8,60.0,11268.0,7.28,7.25,4.56 +1033,0.7,Very Good,G,VVS2,63.3,59.0,2905.0,5.59,5.62,3.55 +45829,0.98,Fair,G,I1,69.7,58.0,1712.0,6.08,5.98,4.21 +46500,0.4,Ideal,E,VVS1,61.3,56.0,1778.0,4.75,4.78,2.92 +31126,0.43,Very Good,G,SI1,62.7,56.0,754.0,4.8,4.83,3.02 +46393,0.58,Ideal,H,VS1,62.3,57.0,1764.0,5.33,5.36,3.33 +571,0.7,Very Good,D,VS2,59.6,61.0,2833.0,5.77,5.8,3.45 +14688,1.25,Premium,I,VS2,62.2,57.0,5925.0,6.92,6.84,4.28 +13883,1.1,Premium,H,VS2,61.4,58.0,5652.0,6.68,6.62,4.08 +31889,0.3,Ideal,G,VS1,62.0,54.0,776.0,4.35,4.3,2.68 +2730,0.31,Ideal,D,SI1,61.7,55.0,565.0,4.37,4.41,2.71 +7016,0.92,Good,D,SI1,63.6,57.0,4158.0,6.09,6.14,3.89 +44846,0.52,Ideal,F,VS2,61.2,56.0,1625.0,5.19,5.37,3.2 +25877,2.05,Premium,J,VS1,62.5,60.0,14973.0,8.09,8.14,5.07 +24139,1.5,Premium,G,VS2,62.9,54.0,12308.0,7.31,7.26,4.58 +43454,0.5,Very Good,E,SI1,63.2,57.0,1415.0,5.06,5.03,3.19 +21270,1.53,Premium,J,IF,61.1,58.0,9424.0,7.41,7.45,4.54 +43596,0.3,Ideal,G,VS2,61.8,56.0,507.0,4.29,4.32,2.66 +38176,0.4,Ideal,F,VVS2,62.0,56.0,1015.0,4.73,4.76,2.94 +5853,1.0,Good,J,VS1,58.1,64.0,3920.0,6.63,6.51,3.82 +41066,0.52,Premium,F,SI1,61.5,60.0,1191.0,5.15,5.16,3.17 +48443,0.51,Ideal,G,VVS2,62.9,57.0,1974.0,5.12,5.09,3.21 +13332,1.22,Ideal,H,SI2,61.0,57.0,5502.0,6.88,6.93,4.2 +28121,0.36,Ideal,D,SI1,61.5,56.0,663.0,4.56,4.64,2.83 +47587,0.58,Ideal,D,VS2,61.2,57.0,1876.0,5.37,5.41,3.3 +7839,0.96,Ideal,G,SI1,63.0,53.0,4301.0,6.24,6.21,3.92 +29294,0.31,Ideal,I,SI1,60.8,56.0,436.0,4.38,4.41,2.67 +1354,0.71,Very Good,D,SI1,59.4,59.0,2964.0,5.78,5.81,3.44 +3398,0.3,Ideal,H,VVS2,62.5,54.0,567.0,4.3,4.3,2.7 +17501,1.04,Ideal,F,VS2,60.1,59.0,7035.0,6.59,6.63,3.97 +29399,0.31,Premium,E,SI1,62.3,56.0,698.0,4.4,4.37,2.73 +30695,0.4,Very Good,F,SI1,62.3,57.0,737.0,4.67,4.74,2.93 +36124,0.33,Ideal,E,VS2,60.3,57.0,928.0,4.54,4.51,2.73 +32366,0.32,Ideal,E,VVS2,61.6,55.0,790.0,4.42,4.45,2.73 +34917,0.34,Ideal,F,VS2,62.1,55.0,880.0,4.51,4.47,2.79 +16339,1.1,Premium,G,VS2,60.2,58.0,6534.0,6.71,6.75,4.05 +1889,0.7,Very Good,D,SI1,62.4,57.0,3075.0,5.64,5.67,3.53 +33691,0.34,Ideal,E,VVS2,60.8,58.0,838.0,4.51,4.53,2.75 +9257,0.97,Premium,F,SI1,62.7,59.0,4561.0,6.28,6.31,3.95 +21430,1.18,Premium,G,VVS2,59.7,58.0,9537.0,6.94,6.9,4.13 +48836,0.57,Ideal,E,VS1,61.6,56.9,2030.0,5.29,5.36,3.28 +30877,0.33,Premium,E,SI1,60.7,57.0,743.0,4.47,4.43,2.7 +25771,2.23,Very Good,J,VS2,61.0,58.0,14732.0,8.36,8.39,5.11 +34750,0.41,Ideal,H,SI1,61.2,57.0,876.0,4.78,4.76,2.92 +13079,1.01,Good,H,VS1,63.8,59.0,5416.0,6.3,6.34,4.03 +26242,2.03,Premium,I,SI1,61.4,58.0,15683.0,8.13,8.09,4.98 +35438,0.32,Ideal,E,VS2,61.5,55.0,900.0,4.43,4.38,2.71 +51056,0.7,Premium,H,SI1,60.0,60.0,2331.0,5.79,5.72,3.5 +41380,0.59,Ideal,F,SI2,59.5,57.0,1221.0,5.5,5.54,3.28 +36774,0.34,Premium,F,VS1,60.4,58.0,956.0,4.53,4.51,2.73 +24615,2.0,Premium,H,SI2,62.5,58.0,12940.0,8.14,8.03,5.05 +37693,0.35,Ideal,F,VVS1,60.6,56.0,994.0,4.58,4.59,2.78 +52582,0.7,Very Good,G,VS2,63.3,57.0,2538.0,5.62,5.66,3.57 +48541,0.72,Premium,J,SI1,62.1,59.0,1987.0,5.75,5.71,3.56 +20233,1.01,Ideal,G,VVS2,61.6,54.0,8662.0,6.51,6.55,4.02 +25751,2.16,Ideal,J,SI1,63.0,55.0,14691.0,8.2,8.24,5.18 +41750,0.52,Very Good,G,SI1,62.8,61.0,1244.0,5.11,5.14,3.22 +52242,0.91,Premium,E,I1,59.6,59.0,2486.0,6.32,6.29,3.76 +16011,1.33,Premium,H,SI2,62.8,52.0,6405.0,7.15,7.06,4.46 +39145,0.41,Ideal,G,VS2,62.7,56.0,1061.0,4.76,4.71,2.97 +24070,1.28,Premium,E,VS1,60.8,60.0,12210.0,7.03,6.98,4.26 +26729,0.32,Very Good,F,VS2,60.8,58.0,645.0,4.41,4.44,2.69 +47128,0.52,Very Good,D,VS1,62.5,57.0,1829.0,5.11,5.16,3.21 +6235,0.75,Very Good,E,VVS2,62.8,57.0,4005.0,5.74,5.78,3.62 +30724,0.41,Good,D,SI1,63.8,56.0,738.0,4.68,4.72,3.0 +11059,0.4,Ideal,H,SI2,62.2,56.0,596.0,4.71,4.75,2.94 +3058,0.34,Very Good,F,SI1,63.0,54.0,566.0,4.48,4.5,2.83 +7789,0.9,Very Good,E,SI1,62.9,56.0,4286.0,6.09,6.12,3.84 +25851,3.0,Good,J,SI2,59.3,64.0,14918.0,9.32,9.19,5.5 +12534,1.12,Premium,H,SI1,61.6,59.0,5266.0,6.63,6.67,4.1 +3019,0.71,Ideal,G,VVS2,61.7,57.0,3307.0,5.72,5.74,3.53 +14970,1.0,Good,G,VS1,63.9,55.0,6028.0,6.34,6.28,4.03 +40612,0.33,Ideal,G,SI1,61.6,56.0,498.0,4.43,4.46,2.74 +19409,1.5,Premium,E,SI2,61.5,59.0,8064.0,7.3,7.23,4.47 +29283,0.25,Very Good,E,VS1,59.9,56.0,436.0,4.1,4.15,2.47 +47156,0.52,Ideal,G,VVS2,62.1,56.0,1833.0,5.14,5.16,3.2 +16243,1.01,Premium,G,VS1,62.6,59.0,6499.0,6.38,6.43,4.01 +21320,1.23,Premium,F,VS1,60.8,58.0,9471.0,6.94,6.9,4.21 +25281,2.01,Good,H,SI1,56.7,58.0,13929.0,8.31,8.36,4.73 +39054,0.54,Ideal,I,SI1,61.9,54.0,1057.0,5.25,5.28,3.26 +47590,0.61,Very Good,H,VVS2,62.8,58.0,1877.0,5.4,5.42,3.4 +37140,0.37,Premium,E,VS2,60.6,58.0,971.0,4.65,4.62,2.81 +19373,0.27,Ideal,E,VVS1,62.3,56.0,622.0,4.15,4.17,2.59 +16431,1.08,Ideal,H,VS1,62.0,55.0,6562.0,6.56,6.6,4.08 +11930,0.93,Ideal,G,SI1,60.1,57.0,5126.0,6.33,6.41,3.83 +38643,0.33,Ideal,F,VVS2,62.2,56.0,1040.0,4.45,4.43,2.76 +49157,0.5,Very Good,G,VVS1,63.3,56.0,2070.0,5.1,5.07,3.22 +24820,1.53,Premium,G,VS2,59.9,61.0,13206.0,7.54,7.45,4.49 +1678,1.02,Premium,G,SI2,61.7,58.0,3027.0,6.46,6.41,3.97 +11547,1.01,Ideal,H,SI1,62.3,55.0,5029.0,6.46,6.45,4.02 +169,0.58,Ideal,F,VVS1,61.7,56.0,2772.0,5.33,5.37,3.3 +2289,0.9,Ideal,J,VS2,61.3,57.0,3160.0,6.16,6.24,3.8 +18116,1.01,Good,G,VVS2,62.4,59.0,7332.0,6.32,6.37,3.96 +56,0.3,Ideal,I,SI2,61.0,59.0,405.0,4.3,4.33,2.63 +38412,0.35,Ideal,G,VVS2,61.0,57.0,1024.0,4.58,4.54,2.78 +27012,2.0,Premium,G,SI2,60.4,61.0,17136.0,8.21,8.12,4.93 +38340,0.32,Ideal,G,IF,61.8,55.0,1020.0,4.43,4.41,2.73 +35242,0.37,Premium,F,VS2,59.7,62.0,894.0,4.7,4.68,2.8 +13873,1.22,Premium,I,VS2,62.9,58.0,5649.0,6.8,6.75,4.26 +45798,0.62,Very Good,H,VS2,61.7,63.0,1709.0,5.48,5.42,3.36 +50120,0.5,Ideal,F,VVS2,61.3,59.0,2210.0,5.05,5.1,3.11 +15628,1.01,Premium,F,VS2,62.4,56.0,6271.0,6.43,6.35,3.99 +6425,0.9,Premium,H,VS2,60.6,60.0,4044.0,6.24,6.3,3.8 +38373,0.42,Ideal,G,VVS1,60.9,55.0,1023.0,4.83,4.89,2.96 +4345,0.72,Ideal,E,VS2,61.1,56.0,3601.0,5.78,5.81,3.54 +47944,0.59,Ideal,G,VS1,62.1,55.0,1916.0,5.35,5.4,3.34 +6633,1.0,Very Good,F,SI1,63.2,54.0,4088.0,6.3,6.23,3.96 +28627,0.23,Very Good,H,VVS1,61.6,56.0,434.0,3.94,3.97,2.43 +20502,1.66,Very Good,H,SI1,63.3,59.0,8831.0,7.48,7.45,4.72 +21501,1.53,Premium,J,IF,61.1,58.0,9596.0,7.45,7.41,4.54 +26607,1.52,Ideal,G,VVS1,61.4,57.0,16343.0,7.38,7.4,4.54 +6129,1.04,Ideal,H,SI1,61.3,55.0,3984.0,6.49,6.44,3.96 +43841,0.5,Ideal,H,VS2,60.8,56.0,1446.0,5.17,5.19,3.14 +43106,0.55,Good,I,VVS2,61.0,61.0,1384.0,5.32,5.36,3.26 +39324,0.51,Very Good,J,SI1,63.3,56.0,1071.0,5.12,5.02,3.21 +4448,0.7,Ideal,D,VS1,62.8,53.4,3618.0,5.64,5.68,3.55 +22037,0.31,Premium,H,VS2,59.7,61.0,628.0,4.42,4.39,2.63 +13455,1.35,Fair,J,SI1,65.2,56.0,5524.0,6.9,7.02,4.54 +5275,0.73,Ideal,F,VS1,61.4,55.0,3797.0,5.8,5.83,3.57 +16963,1.12,Ideal,G,VS2,62.2,54.0,6774.0,6.65,6.62,4.13 +7290,1.1,Premium,E,SI2,60.0,60.0,4201.0,6.7,6.73,4.03 +12063,1.01,Ideal,F,SI2,61.7,56.0,5154.0,6.43,6.47,3.98 +4558,0.9,Good,I,VS1,63.3,59.0,3644.0,6.06,6.1,3.85 +3116,0.92,Fair,F,SI1,66.0,57.0,3323.0,6.04,5.99,3.97 +48148,0.53,Premium,D,VS1,62.4,61.0,1940.0,5.25,5.14,3.24 +35049,0.42,Ideal,I,VVS1,62.4,57.0,884.0,4.79,4.83,3.0 +39908,0.5,Very Good,E,SI2,60.6,59.0,1104.0,5.07,5.12,3.09 +4903,0.96,Very Good,G,SI2,62.6,59.0,3723.0,6.18,6.29,3.9 +3690,0.9,Very Good,H,SI1,61.0,59.0,3447.0,6.11,6.16,3.74 +20856,1.01,Very Good,E,VVS2,60.2,60.0,9076.0,6.46,6.5,3.9 +38435,0.38,Ideal,F,VS2,62.0,56.0,1026.0,4.66,4.63,2.88 +14773,1.01,Premium,G,VS2,62.1,60.0,5946.0,6.37,6.35,3.95 +46904,0.56,Premium,D,SI1,61.9,58.0,1814.0,5.33,5.27,3.28 +32245,0.31,Ideal,H,IF,61.3,56.0,789.0,4.39,4.42,2.7 +7884,1.04,Very Good,H,SI1,63.2,57.0,4310.0,6.45,6.4,4.06 +50285,0.35,Ideal,H,SI1,61.9,55.0,541.0,4.54,4.57,2.82 +19827,1.12,Ideal,G,VS1,62.5,54.0,8394.0,6.65,6.69,4.17 +49181,0.64,Ideal,F,VS2,62.5,56.0,2074.0,5.55,5.53,3.46 +43429,0.53,Very Good,D,SI1,60.9,59.0,1415.0,5.18,5.2,3.16 +52926,0.71,Ideal,E,SI1,60.3,57.0,2590.0,5.77,5.81,3.49 +39230,0.32,Ideal,D,VVS1,61.3,57.0,1067.0,4.39,4.42,2.7 +35030,0.4,Good,E,SI1,63.9,58.0,882.0,4.67,4.63,2.97 +38869,0.4,Premium,F,VS1,62.6,58.0,1050.0,4.72,4.68,2.94 +41800,0.4,Very Good,E,VS1,62.7,55.0,1250.0,4.69,4.72,2.95 +44424,0.55,Ideal,G,VS2,62.2,54.0,1588.0,5.27,5.28,3.28 +34586,0.35,Ideal,F,VVS2,61.2,56.0,872.0,4.56,4.58,2.8 +38020,0.39,Premium,G,VS2,61.2,60.0,1009.0,4.73,4.68,2.88 +17940,1.25,Premium,H,VS2,60.4,59.0,7246.0,6.92,6.96,4.19 +47102,0.7,Ideal,J,SI2,61.6,57.0,1826.0,5.68,5.65,3.49 +41837,0.44,Premium,F,VVS2,61.6,58.0,1253.0,4.89,4.85,3.0 +35068,0.32,Very Good,F,VVS1,61.6,56.0,886.0,4.37,4.41,2.7 +49804,0.52,Ideal,G,IF,61.5,56.0,2164.0,5.21,5.16,3.19 +10739,0.33,Ideal,H,SI1,63.0,56.0,594.0,4.42,4.41,2.78 +17663,1.02,Ideal,D,VS1,62.7,55.0,7118.0,6.49,6.4,4.04 +36996,0.41,Ideal,G,SI1,61.1,56.0,964.0,4.82,4.84,2.95 +37531,0.47,Good,E,SI1,60.2,64.0,987.0,5.1,5.04,3.05 +31545,0.3,Ideal,E,VVS2,61.6,58.0,766.0,4.28,4.33,2.65 +9363,0.32,Premium,D,SI1,61.5,59.0,589.0,4.39,4.42,2.71 +51845,0.71,Ideal,G,SI1,61.4,55.0,2423.0,5.75,5.79,3.54 +27493,2.0,Very Good,G,SI1,62.5,58.0,18186.0,7.98,8.04,5.01 +17018,1.01,Very Good,D,VS2,63.3,58.0,6794.0,6.35,6.38,4.03 +25443,1.5,Ideal,F,VS2,62.4,55.0,14199.0,7.31,7.25,4.54 +15664,1.2,Premium,H,SI1,60.8,60.0,6282.0,6.9,6.85,4.18 +2836,0.78,Ideal,G,SI1,62.2,55.0,3267.0,5.87,5.9,3.66 +52912,0.71,Ideal,G,VS2,62.1,57.0,2587.0,5.71,5.63,3.52 +22446,1.53,Very Good,H,SI1,63.4,55.0,10473.0,7.3,7.34,4.64 +10615,1.01,Ideal,F,SI1,62.3,57.0,4829.0,6.4,6.44,4.0 +31927,0.3,Good,G,VS1,63.6,57.0,776.0,4.26,4.23,2.7 +42126,0.5,Premium,D,SI2,62.2,58.0,1279.0,5.14,5.08,3.18 +40867,0.55,Ideal,F,SI2,62.3,57.0,1175.0,5.22,5.27,3.27 +50064,0.8,Premium,J,VS1,61.6,60.0,2202.0,5.94,5.88,3.64 +36903,0.4,Ideal,F,VS1,61.4,57.0,960.0,4.74,4.77,2.92 +3956,1.52,Fair,H,I1,64.9,58.0,3504.0,7.18,7.13,4.65 +28406,0.35,Premium,D,SI2,60.8,58.0,669.0,4.57,4.51,2.76 +4743,0.9,Very Good,G,SI1,63.0,57.0,3681.0,6.13,6.19,3.88 +23454,1.01,Ideal,D,VVS2,61.9,56.0,11442.0,6.41,6.45,3.98 +4703,1.1,Ideal,F,I1,61.8,56.0,3678.0,6.61,6.65,4.1 +39309,0.7,Fair,G,I1,62.5,59.0,1069.0,5.65,5.48,3.48 +27120,2.35,Premium,I,SI2,61.1,58.0,17294.0,8.63,8.56,5.25 +35870,0.32,Very Good,G,IF,62.1,53.0,918.0,4.4,4.45,2.75 +8641,1.0,Premium,I,VS2,61.6,59.0,4452.0,6.47,6.39,3.96 +29784,0.3,Ideal,D,SI1,61.0,54.0,709.0,4.35,4.34,2.65 +27694,0.41,Ideal,J,VS1,62.7,54.0,648.0,4.75,4.79,2.99 +13490,1.16,Very Good,H,VS2,63.0,57.0,5537.0,6.64,6.66,4.19 +51821,0.72,Ideal,I,VVS2,62.2,54.0,2420.0,5.73,5.78,3.58 +21298,1.43,Very Good,D,SI1,63.5,56.0,9450.0,7.24,7.09,4.55 +3850,0.8,Good,F,VS1,59.0,60.9,3477.0,6.03,6.04,3.56 +27166,1.61,Ideal,F,VS1,62.0,55.0,17414.0,7.55,7.52,4.67 +49372,0.5,Ideal,D,VVS2,60.4,54.0,2100.0,5.17,5.23,3.14 +13117,1.21,Premium,G,SI2,60.3,58.0,5430.0,6.9,6.96,4.18 +31898,0.3,Premium,G,VS1,61.3,58.0,776.0,4.33,4.29,2.64 +3910,0.8,Premium,E,VS2,63.0,56.0,3494.0,5.91,5.84,3.7 +45957,0.56,Ideal,F,VS2,62.1,57.0,1723.0,5.28,5.29,3.28 +1353,0.71,Very Good,E,SI1,62.9,55.0,2964.0,5.64,5.68,3.56 +3837,1.0,Fair,H,SI2,66.1,59.0,3472.0,6.18,6.13,4.07 +25145,1.57,Ideal,G,VS2,61.4,55.0,13713.0,7.48,7.52,4.61 +2943,0.8,Very Good,E,SI1,63.1,57.0,3293.0,5.94,5.86,3.72 +37971,0.41,Very Good,F,VS1,61.2,57.0,1007.0,4.77,4.8,2.93 +46780,0.54,Ideal,G,VS1,61.8,55.3,1804.0,5.22,5.24,3.23 +27592,1.33,Ideal,F,IF,60.2,57.0,18435.0,7.12,7.17,4.3 +28280,0.31,Premium,J,SI1,60.9,60.0,363.0,4.36,4.38,2.66 +49200,0.52,Very Good,F,VVS2,61.5,57.0,2079.0,5.18,5.22,3.19 +17910,1.03,Very Good,F,VS1,62.2,57.0,7233.0,6.47,6.51,4.04 +15489,1.01,Very Good,F,VS2,59.2,60.0,6204.0,6.46,6.51,3.84 +52665,0.77,Good,G,SI2,63.9,59.0,2550.0,5.84,5.78,3.71 +42378,0.43,Premium,E,VVS2,60.8,57.0,1304.0,4.92,4.89,2.98 +14553,1.0,Premium,D,SI1,59.6,57.0,5880.0,6.54,6.44,3.87 +11884,0.99,Very Good,F,SI1,62.5,58.0,5112.0,6.36,6.38,3.98 +4740,0.3,Ideal,F,VS2,61.7,58.0,573.0,4.28,4.31,2.65 +45089,0.5,Ideal,D,VS2,60.1,59.0,1646.0,5.14,5.17,3.1 +7752,1.02,Ideal,I,VS2,62.7,56.0,4281.0,6.37,6.43,4.01 +27821,0.34,Premium,G,SI1,61.5,56.0,650.0,4.52,4.45,2.76 +37615,0.24,Very Good,E,VVS1,60.4,62.0,485.0,3.99,4.02,2.42 +6391,1.04,Premium,J,SI1,60.2,56.0,4036.0,6.61,6.54,3.96 +13929,1.1,Very Good,F,SI1,60.5,60.0,5667.0,6.65,6.67,4.03 +39492,0.41,Premium,E,VS1,60.7,58.0,1079.0,4.79,4.83,2.92 +45345,0.52,Very Good,D,VS2,63.6,59.0,1664.0,5.09,5.13,3.25 +39204,0.37,Premium,G,IF,59.8,58.0,1064.0,4.71,4.69,2.81 +32991,0.38,Premium,I,VS2,62.5,58.0,812.0,4.61,4.58,2.87 +12904,1.12,Very Good,F,SI1,61.4,63.0,5374.0,6.7,6.68,4.11 +32612,0.32,Ideal,E,SI2,61.3,56.0,456.0,4.42,4.45,2.72 +9241,1.01,Premium,H,SI1,61.2,58.0,4559.0,6.43,6.47,3.95 +24923,2.21,Premium,H,SI2,62.9,60.0,13369.0,8.27,8.23,5.19 +20970,1.36,Very Good,H,VS1,59.9,58.0,9178.0,7.16,7.2,4.3 +45577,0.52,Ideal,E,VS2,61.7,55.0,1689.0,5.16,5.21,3.2 +16416,1.23,Ideal,D,SI1,60.9,54.0,6557.0,7.01,6.96,4.25 +14609,1.21,Good,H,SI1,63.6,56.0,5893.0,6.63,6.68,4.23 +650,0.81,Ideal,F,SI2,62.1,57.0,2843.0,5.91,5.95,3.68 +13590,1.08,Ideal,G,VS2,62.1,57.0,5559.0,6.54,6.57,4.07 +32032,0.3,Ideal,E,VS1,62.5,56.0,778.0,4.3,4.28,2.68 +14632,1.16,Ideal,G,SI1,61.8,55.0,5908.0,6.75,6.78,4.18 +43336,0.56,Ideal,E,SI1,61.3,56.0,1405.0,5.28,5.32,3.25 +28571,0.3,Premium,H,VS1,62.0,58.0,675.0,4.28,4.24,2.64 +51742,0.81,Premium,F,SI1,59.4,60.0,2403.0,6.11,6.07,3.62 +13008,1.05,Very Good,H,SI1,60.5,58.0,5406.0,6.55,6.6,3.98 +26046,1.36,Ideal,F,VVS1,61.3,57.0,15247.0,7.13,7.23,4.4 +33655,0.41,Very Good,E,VS1,62.8,56.0,834.0,4.72,4.77,2.98 +16981,1.04,Premium,F,VS2,61.7,59.0,6782.0,6.45,6.49,3.99 +43247,0.42,Ideal,G,IF,61.6,56.0,1400.0,4.85,4.86,2.99 +12295,0.9,Very Good,F,VS2,61.8,57.0,5218.0,6.16,6.23,3.83 +50405,0.58,Ideal,G,VVS1,61.3,56.0,2256.0,5.36,5.4,3.3 +2196,0.9,Good,E,SI2,64.1,57.0,3139.0,6.07,6.09,3.9 +19934,1.03,Ideal,G,VVS2,61.2,57.0,8483.0,6.48,6.52,3.98 +50514,0.71,Ideal,I,VS2,62.0,54.0,2272.0,5.73,5.77,3.56 +41817,0.43,Ideal,F,VVS2,61.9,56.0,1250.0,4.84,4.82,2.99 +36350,0.42,Ideal,D,VS2,62.7,55.0,938.0,4.79,4.81,3.01 +49101,0.52,Very Good,F,VVS2,62.1,58.0,2064.0,5.12,5.16,3.19 +1675,0.83,Ideal,H,VS2,61.3,54.0,3027.0,6.06,6.1,3.73 +6606,0.93,Premium,F,SI1,62.5,58.0,4081.0,6.19,6.22,3.88 +14395,0.3,Very Good,G,VS1,62.9,60.0,605.0,4.26,4.29,2.69 +53486,0.76,Ideal,D,SI2,62.2,57.0,2682.0,5.83,5.85,3.63 +35532,0.32,Ideal,G,IF,61.3,56.0,905.0,4.4,4.44,2.71 +25066,2.01,Good,I,SI1,64.1,62.0,13587.0,7.94,7.85,5.06 +31179,0.32,Good,E,VS1,60.3,64.0,756.0,4.42,4.44,2.67 +12041,0.34,Very Good,E,SI1,63.0,55.0,596.0,4.42,4.47,2.8 +38588,0.43,Ideal,D,SI1,61.6,56.0,1036.0,4.86,4.82,2.98 +9366,0.32,Good,D,SI1,63.1,57.0,589.0,4.37,4.38,2.76 +18898,1.07,Premium,D,VS2,61.3,59.0,7751.0,6.61,6.53,4.03 +41167,0.38,Ideal,D,VVS2,61.5,56.0,1200.0,4.64,4.66,2.86 +22273,1.1,Very Good,F,VVS1,62.2,59.0,10329.0,6.56,6.69,4.12 +12146,1.14,Ideal,J,SI1,61.5,56.0,5174.0,6.7,6.74,4.13 +43369,0.5,Ideal,H,VS2,62.6,52.0,1408.0,5.06,5.09,3.18 +11144,1.13,Ideal,I,VS2,62.3,56.0,4940.0,6.63,6.73,4.16 +25995,1.53,Premium,F,VS1,60.3,58.0,15217.0,7.51,7.48,4.52 +33544,0.35,Ideal,E,VS1,61.9,56.0,829.0,4.51,4.53,2.8 +32820,0.34,Premium,D,VS2,59.3,58.0,805.0,4.52,4.55,2.69 +51195,0.81,Premium,J,VS1,61.7,61.0,2350.0,5.94,5.9,3.65 +48306,0.32,Ideal,H,VS2,61.7,56.0,534.0,4.39,4.42,2.72 +39289,0.3,Ideal,H,VS2,61.4,55.0,491.0,4.34,4.36,2.67 +33128,0.31,Ideal,E,VVS2,61.7,56.0,816.0,4.33,4.36,2.68 +4044,1.05,Ideal,J,VS1,60.6,56.0,3528.0,6.59,6.55,3.98 +2586,1.1,Premium,J,SI2,60.0,58.0,3216.0,6.77,6.66,4.03 +25622,2.14,Premium,H,SI1,62.3,58.0,14490.0,8.28,8.22,5.14 +5017,0.9,Very Good,J,VVS1,60.4,60.0,3746.0,6.23,6.28,3.78 +47545,0.52,Ideal,F,VS1,62.2,55.0,1872.0,5.18,5.14,3.21 +31749,0.44,Premium,G,SI1,61.9,58.0,772.0,4.83,4.87,3.0 +15660,1.21,Ideal,I,VS1,60.3,60.0,6279.0,6.89,6.93,4.17 +18777,1.36,Premium,E,SI2,61.1,58.0,7677.0,7.21,7.13,4.38 +10446,1.01,Ideal,E,SI2,62.2,56.0,4788.0,6.42,6.45,4.0 +23851,1.5,Very Good,E,VS2,61.9,57.0,11939.0,7.31,7.38,4.55 +29599,0.35,Premium,H,VVS2,61.9,58.0,706.0,4.5,4.54,2.8 +21525,1.11,Ideal,E,VS2,61.0,57.0,9625.0,6.65,6.7,4.08 +13039,0.36,Premium,F,SI1,62.3,59.0,600.0,4.5,4.56,2.82 +3127,0.9,Fair,F,SI1,65.3,61.0,3326.0,6.0,5.95,3.9 +13800,1.64,Premium,J,SI2,63.0,58.0,5624.0,7.54,7.49,4.74 +29763,0.35,Premium,I,VS1,60.7,62.0,709.0,4.59,4.53,2.77 +1541,0.7,Premium,D,VS1,61.6,61.0,3001.0,5.66,5.61,3.47 +28694,0.41,Very Good,F,SI1,62.3,60.0,679.0,4.73,4.78,2.96 +20237,1.01,Very Good,E,VS1,57.7,62.0,8668.0,6.57,6.63,3.81 +1268,0.9,Fair,I,SI2,66.4,60.0,2948.0,5.92,5.86,3.91 +26214,2.02,Premium,H,SI2,61.4,59.0,15606.0,8.15,8.08,4.98 +41076,0.41,Premium,F,VVS2,60.4,58.0,1192.0,4.84,4.8,2.91 +1973,0.72,Ideal,E,VS2,60.8,57.0,3091.0,5.79,5.82,3.53 +11479,1.14,Very Good,E,SI2,60.2,58.0,5014.0,6.71,6.78,4.06 +51734,0.58,Ideal,F,VVS2,62.5,56.0,2401.0,5.34,5.29,3.32 +27146,2.01,Good,I,VS1,62.5,56.0,17365.0,7.96,8.0,4.99 +37572,0.5,Very Good,J,SI1,62.8,58.0,990.0,5.05,5.08,3.18 +16653,1.03,Premium,G,VS1,62.2,57.0,6659.0,6.47,6.42,4.01 +10588,0.91,Ideal,E,SI2,62.4,57.0,4821.0,6.17,6.21,3.86 +39162,0.35,Premium,E,VS1,62.3,60.0,1063.0,4.52,4.5,2.81 +30198,0.42,Premium,E,SI1,62.0,58.0,722.0,4.82,4.85,3.0 +32811,0.34,Ideal,D,VS2,62.3,55.0,805.0,4.45,4.48,2.78 +7283,1.0,Premium,E,SI2,62.8,59.0,4200.0,6.34,6.3,3.97 +24753,1.5,Premium,H,IF,63.0,59.0,13107.0,7.3,7.23,4.58 +46243,0.53,Ideal,F,VS2,61.8,55.0,1753.0,5.23,5.19,3.22 +6453,1.14,Very Good,F,I1,61.3,55.8,4050.0,6.74,6.76,4.13 +20191,1.51,Very Good,G,SI2,62.8,56.0,8637.0,7.22,7.3,4.56 +5572,1.04,Premium,G,SI2,62.2,59.0,3861.0,6.57,6.49,4.06 +22277,1.51,Very Good,H,SI1,60.6,59.0,10331.0,7.41,7.45,4.5 +36174,0.4,Good,F,VS2,62.0,61.3,929.0,4.69,4.72,2.91 +13633,1.35,Very Good,I,SI2,58.6,63.0,5579.0,7.28,7.19,4.24 +3657,0.8,Premium,D,SI1,62.9,60.0,3441.0,5.94,5.89,3.72 +25516,1.71,Premium,E,SI1,62.2,58.0,14319.0,7.67,7.61,4.75 +20825,1.1,Ideal,G,VVS2,61.6,56.0,9051.0,6.62,6.69,4.1 +24625,1.28,Ideal,F,VVS2,62.2,56.0,12958.0,6.95,6.91,4.32 +17790,1.0,Premium,E,VS2,61.3,58.0,7168.0,6.41,6.38,3.92 +29279,0.31,Ideal,I,VVS2,61.6,57.0,698.0,4.39,4.35,2.69 +47280,0.55,Ideal,H,VVS1,62.4,56.0,1845.0,5.21,5.24,3.26 +12953,1.01,Ideal,G,SI1,61.2,57.0,5387.0,6.44,6.5,3.96 +48334,0.72,Good,J,VS1,63.7,54.0,1959.0,5.68,5.71,3.63 +40045,0.52,Premium,F,SI1,62.0,59.0,1112.0,5.18,5.15,3.2 +34571,0.31,Ideal,G,IF,62.1,56.0,871.0,4.31,4.34,2.69 +8788,1.0,Good,H,SI1,63.9,56.0,4469.0,6.31,6.28,4.02 +14220,1.2,Ideal,I,SI1,60.3,56.0,5763.0,6.87,6.97,4.17 +17404,1.71,Good,F,SI2,63.7,54.0,6971.0,7.6,7.49,4.81 +15889,1.01,Fair,G,VS1,64.6,60.0,6353.0,6.34,6.22,4.06 +45136,0.5,Ideal,D,VS2,62.4,55.0,1653.0,5.09,5.1,3.18 +43522,0.5,Ideal,G,VS2,62.6,57.0,1424.0,5.11,5.05,3.18 +22176,1.51,Very Good,I,VS1,61.1,61.0,10215.0,7.32,7.37,4.49 +21155,1.01,Ideal,E,VVS2,60.0,55.0,9310.0,6.56,6.6,3.95 +15213,1.01,Premium,G,VS2,62.0,59.0,6108.0,6.41,6.36,3.96 +8029,1.08,Ideal,H,SI1,62.2,57.0,4333.0,6.56,6.6,4.09 +41741,0.41,Ideal,E,VVS2,62.0,56.0,1243.0,4.76,4.72,2.94 +44279,0.51,Very Good,E,VS2,63.6,59.0,1577.0,4.99,5.07,3.2 +17953,1.23,Ideal,I,VVS2,62.5,57.0,7256.0,6.81,6.86,4.27 +18472,1.0,Ideal,G,VVS2,62.8,53.9,7520.0,6.37,6.42,4.02 +39394,0.41,Ideal,D,VS2,62.4,55.0,1076.0,4.79,4.76,2.98 +44368,0.54,Ideal,G,VS2,62.0,54.0,1580.0,5.22,5.27,3.25 +40809,0.51,Very Good,H,SI1,62.0,57.0,1170.0,5.11,5.19,3.19 +9514,0.9,Ideal,D,SI1,62.7,56.0,4612.0,6.18,6.16,3.87 +1582,0.76,Ideal,D,SI1,61.2,57.0,3007.0,5.88,5.91,3.61 +29335,0.31,Premium,H,VS1,61.5,61.0,698.0,4.34,4.31,2.66 +25289,1.6,Premium,G,VS2,61.6,60.0,13942.0,7.55,7.49,4.63 +46824,0.96,Fair,H,I1,67.4,62.0,1808.0,6.13,5.96,4.08 +23514,2.19,Good,I,SI2,63.7,57.0,11522.0,8.23,8.19,5.23 +574,0.85,Ideal,H,SI2,62.5,57.0,2833.0,6.02,6.07,3.78 +18569,1.47,Premium,H,SI2,59.1,56.0,7573.0,7.51,7.46,4.42 +27464,2.33,Very Good,I,SI1,60.7,56.0,18119.0,8.55,8.61,5.21 +9132,1.08,Ideal,H,SI2,59.3,57.0,4536.0,6.74,6.71,3.99 +35357,0.42,Premium,D,SI2,60.1,58.0,898.0,4.88,4.83,2.92 +49719,0.71,Fair,F,SI1,57.0,62.0,2149.0,5.84,5.87,3.34 +2136,0.71,Ideal,G,VS1,60.9,56.6,3123.0,5.75,5.79,3.52 +37717,0.34,Premium,H,VVS1,61.5,60.0,995.0,4.49,4.45,2.75 +18370,0.39,Very Good,J,VS1,61.0,62.0,616.0,4.66,4.71,2.86 +733,0.31,Ideal,I,VVS1,62.3,54.0,557.0,4.37,4.4,2.73 +50382,0.75,Good,J,SI1,63.9,56.0,2250.0,5.76,5.71,3.66 +30437,0.32,Ideal,G,VVS2,62.4,54.0,730.0,4.37,4.38,2.73 +37871,0.39,Ideal,E,VS1,62.2,53.3,1004.0,4.68,4.7,2.92 +51623,0.93,Premium,F,I1,61.3,59.0,2396.0,6.27,6.22,3.83 +51954,0.63,Ideal,G,VVS2,62.6,56.0,2442.0,5.45,5.48,3.42 +33652,0.39,Ideal,I,VS2,62.9,57.0,834.0,4.68,4.64,2.93 +27617,2.66,Good,H,SI2,64.3,60.0,18495.0,8.71,8.65,5.58 +41731,0.41,Ideal,E,VVS2,61.0,56.0,1243.0,4.82,4.79,2.93 +23561,1.21,Ideal,G,VVS1,61.5,56.0,11572.0,6.83,6.89,4.22 +23415,1.52,Ideal,F,VS2,62.3,55.0,11405.0,7.37,7.33,4.58 +30763,0.25,Very Good,E,VVS2,63.1,56.0,740.0,4.05,4.0,2.54 +29981,0.39,Ideal,G,SI2,60.9,56.0,716.0,4.78,4.74,2.9 +7450,1.02,Ideal,H,SI1,63.0,57.0,4233.0,6.36,6.3,3.99 +45595,0.51,Ideal,G,VS1,62.4,57.0,1689.0,5.1,5.13,3.19 +2635,0.71,Ideal,H,VS1,61.8,55.0,3229.0,5.72,5.77,3.55 +23847,1.23,Ideal,F,VVS2,61.9,55.0,11927.0,6.92,6.89,4.27 +37069,0.48,Ideal,G,SI1,61.4,56.0,969.0,5.02,5.07,3.1 +39407,0.41,Ideal,G,VVS2,62.9,56.0,1076.0,4.74,4.7,2.97 +33372,0.41,Premium,H,VS1,62.6,60.0,827.0,4.75,4.77,2.98 +47759,0.5,Very Good,D,VS1,59.8,58.0,1893.0,5.12,5.14,3.07 +13572,1.0,Ideal,E,SI1,61.4,58.0,5555.0,6.41,6.43,3.94 +25174,1.51,Premium,E,VS2,62.2,58.0,13757.0,7.33,7.27,4.54 +16951,1.5,Good,H,SI2,63.6,60.0,6770.0,7.3,7.23,4.63 +27665,2.12,Premium,H,SI1,61.1,60.0,18656.0,8.18,8.26,5.02 +29485,0.4,Very Good,G,SI1,62.8,60.0,702.0,4.66,4.7,2.94 +1704,0.71,Ideal,D,SI1,60.6,57.0,3035.0,5.82,5.72,3.5 +27384,0.41,Very Good,J,VS1,62.0,55.0,647.0,4.74,4.77,2.95 +16629,1.07,Ideal,G,VS2,62.4,55.0,6648.0,6.53,6.58,4.09 +10353,0.9,Ideal,E,SI2,61.8,56.0,4770.0,6.18,6.22,3.83 +10124,1.01,Good,D,SI2,63.6,57.0,4719.0,6.35,6.39,4.05 +3980,1.0,Premium,H,SI1,62.2,51.0,3511.0,6.47,6.4,4.0 +46099,0.5,Ideal,G,VVS2,61.9,58.0,1741.0,5.06,5.09,3.14 +19563,1.04,Very Good,D,VS1,62.3,59.0,8192.0,6.39,6.48,4.01 +42771,0.55,Premium,J,SI1,60.5,59.0,1348.0,5.33,5.28,3.21 +50564,0.79,Ideal,I,SI2,62.1,56.0,2277.0,5.92,5.97,3.69 +7123,1.0,Very Good,H,SI2,61.6,58.0,4172.0,6.43,6.47,3.97 +50731,0.72,Ideal,G,SI2,62.6,52.0,2295.0,5.74,5.77,3.6 +13750,1.01,Good,F,VS1,62.9,64.0,5606.0,6.38,6.28,3.98 +40276,0.31,Ideal,G,SI1,61.9,55.0,493.0,4.38,4.41,2.72 +11663,1.02,Premium,D,SI2,62.8,55.0,5055.0,6.46,6.38,4.03 +52388,0.8,Premium,I,SI1,60.9,60.0,2507.0,6.01,5.95,3.64 +46663,0.51,Ideal,D,VS2,60.9,56.0,1787.0,5.16,5.19,3.15 +48515,0.58,Ideal,G,VS1,62.6,54.0,1984.0,5.34,5.3,3.33 +14444,1.27,Premium,H,VS2,58.9,61.0,5832.0,7.09,7.03,4.16 +32528,0.35,Premium,H,VVS1,60.6,60.0,798.0,4.51,4.57,2.75 +27029,1.75,Premium,F,VS2,61.4,58.0,17172.0,7.76,7.72,4.75 +10644,1.11,Very Good,G,VS2,63.4,56.0,4834.0,6.62,6.54,4.18 +51663,0.73,Ideal,I,VS1,60.7,56.0,2397.0,5.85,5.81,3.54 +28740,0.31,Premium,E,VS2,60.5,60.0,680.0,4.34,4.36,2.63 +6390,0.36,Premium,F,SI1,60.2,58.0,576.0,4.6,4.63,2.78 +25532,2.28,Good,J,SI1,63.7,55.0,14350.0,8.35,8.28,5.3 +38815,0.45,Premium,F,SI1,61.1,58.0,1046.0,4.97,4.95,3.03 +50992,0.31,Good,G,VS2,63.4,59.0,544.0,4.29,4.32,2.73 +35390,0.41,Ideal,G,VS1,60.8,56.0,899.0,4.79,4.82,2.92 +40743,0.36,Ideal,G,VVS1,61.7,55.0,1163.0,4.58,4.6,2.83 +7485,1.02,Ideal,F,SI2,62.1,56.0,4238.0,6.44,6.41,3.99 +37120,0.42,Premium,D,SI1,60.2,57.0,970.0,4.89,4.85,2.93 +52086,0.77,Premium,H,SI1,61.6,60.0,2457.0,5.91,5.87,3.59 +24592,1.2,Very Good,F,IF,62.3,60.0,12905.0,6.74,6.8,4.22 +42960,0.3,Premium,J,VS1,63.0,59.0,506.0,4.27,4.24,2.68 +30634,0.41,Very Good,G,SI1,60.4,58.0,735.0,4.77,4.84,2.9 +41208,0.51,Premium,E,SI2,62.0,57.0,1205.0,5.13,5.09,3.17 +51447,0.7,Ideal,G,VS2,62.9,56.0,2375.0,5.7,5.65,3.57 +49885,0.7,Premium,G,SI2,61.1,60.0,2177.0,5.67,5.62,3.45 +17149,1.1,Ideal,H,SI1,61.5,56.0,6844.0,6.61,6.65,4.08 +35435,0.32,Ideal,E,VS2,62.0,55.0,900.0,4.46,4.38,2.74 +19465,1.5,Premium,D,SI2,62.6,59.0,8108.0,7.2,7.23,4.52 +39635,0.34,Ideal,G,IF,61.6,56.0,1084.0,4.51,4.48,2.77 +19214,1.5,Premium,I,SI1,62.3,57.0,7955.0,7.28,7.22,4.52 +3553,1.21,Good,G,I1,64.0,59.0,3415.0,6.78,6.73,4.32 +8052,0.23,Very Good,F,VVS2,61.4,56.0,583.0,3.94,3.97,2.43 +51141,0.71,Ideal,G,SI1,62.8,56.0,2342.0,5.72,5.75,3.6 +32840,0.46,Ideal,H,SI1,61.7,55.0,807.0,4.99,5.02,3.09 +27099,2.05,Premium,E,SI2,59.7,59.0,17237.0,8.39,8.27,4.97 +43562,0.49,Good,F,VS1,58.9,60.5,1430.0,5.17,5.21,3.05 +16805,1.0,Premium,G,VVS2,62.5,60.0,6702.0,6.43,6.34,3.99 +20466,1.43,Premium,F,SI1,61.5,58.0,8809.0,7.27,7.22,4.45 +47020,0.56,Ideal,E,VS2,62.6,57.0,1819.0,5.26,5.29,3.3 +36312,0.32,Ideal,H,VVS1,62.9,57.0,936.0,4.38,4.33,2.74 +53639,0.3,Ideal,D,SI1,61.0,57.0,552.0,4.29,4.33,2.63 +2126,0.9,Very Good,I,SI1,63.5,59.0,3121.0,6.1,6.05,3.86 +38093,0.36,Ideal,E,VS2,61.7,55.0,1013.0,4.63,4.57,2.84 +6911,0.9,Very Good,H,VS1,62.7,57.0,4136.0,6.14,6.18,3.86 +24079,1.51,Premium,H,VVS1,60.6,60.0,12224.0,7.4,7.42,4.49 +43594,0.31,Ideal,H,VS2,61.2,56.0,507.0,4.35,4.37,2.67 +23022,0.35,Ideal,I,VS2,61.7,57.0,630.0,4.56,4.52,2.8 +41314,0.58,Ideal,G,SI2,62.1,54.0,1213.0,5.36,5.39,3.34 +28210,0.4,Premium,D,SI2,62.4,58.0,666.0,4.69,4.73,2.94 +13248,1.01,Fair,G,VS2,66.6,55.0,5475.0,6.27,6.22,4.16 +30508,0.31,Ideal,D,SI1,63.0,55.0,732.0,4.34,4.32,2.73 +41894,0.5,Good,E,SI1,61.8,62.0,1259.0,5.05,5.08,3.13 +16695,0.3,Very Good,H,SI1,62.6,58.0,421.0,4.22,4.28,2.66 +26018,0.36,Ideal,I,VVS1,61.5,55.0,645.0,4.61,4.63,2.84 +31850,0.3,Ideal,F,VS2,60.9,56.0,776.0,4.35,4.32,2.64 +23674,1.59,Premium,G,SI1,62.3,60.0,11719.0,7.49,7.42,4.64 +40946,0.31,Very Good,F,VS2,62.7,57.0,500.0,4.31,4.36,2.72 +27773,0.32,Premium,H,VS2,61.7,59.0,648.0,4.4,4.35,2.7 +27239,2.48,Premium,I,SI2,63.0,62.0,17607.0,8.62,8.58,5.42 +2451,0.91,Very Good,G,SI2,60.3,59.0,3189.0,6.23,6.28,3.77 +46714,0.6,Good,G,VS2,64.3,57.0,1793.0,5.31,5.38,3.43 +53185,0.76,Premium,F,SI1,62.7,58.0,2631.0,5.83,5.78,3.64 +7282,1.0,Premium,E,SI2,61.0,62.0,4200.0,6.41,6.34,3.89 +27154,2.02,Ideal,H,SI1,62.0,56.0,17392.0,8.06,8.13,5.02 +49631,0.32,Premium,J,VS1,61.9,58.0,540.0,4.39,4.33,2.7 +23992,1.12,Premium,D,VVS2,59.8,58.0,12152.0,6.87,6.77,4.08 +7231,0.95,Very Good,G,SI2,62.6,58.0,4194.0,6.17,6.23,3.88 +8758,0.9,Very Good,D,SI1,61.7,60.0,4466.0,6.14,6.17,3.8 +37045,0.34,Ideal,D,VS2,61.4,55.0,967.0,4.51,4.54,2.78 +50845,0.62,Very Good,D,VS2,59.2,59.1,2311.0,5.55,5.6,3.3 +31130,0.42,Very Good,H,VS2,62.1,54.0,755.0,4.81,4.84,2.99 +13782,1.01,Very Good,D,SI1,61.1,58.0,5619.0,6.46,6.51,3.96 +7593,1.0,Ideal,H,SI2,62.6,56.0,4256.0,6.38,6.34,3.98 +14682,1.01,Premium,F,VS2,59.7,60.0,5923.0,6.41,6.38,3.82 +36274,0.3,Ideal,G,SI1,62.2,54.0,477.0,4.32,4.36,2.7 +26585,2.24,Ideal,H,SI2,61.4,56.0,16300.0,8.38,8.43,5.16 +8088,1.01,Good,F,SI1,63.4,55.0,4339.0,6.35,6.42,4.05 +16394,1.52,Premium,H,SI2,60.7,60.0,6544.0,7.55,7.32,4.5 +40610,0.29,Ideal,H,VS1,61.8,57.0,498.0,4.27,4.31,2.64 +5675,0.8,Ideal,F,VS1,62.4,55.0,3884.0,5.92,5.88,3.68 +31767,0.32,Premium,H,VVS2,62.2,58.0,773.0,4.38,4.33,2.71 +14885,1.54,Ideal,I,SI2,61.4,55.0,5994.0,7.52,7.43,4.59 +47337,0.23,Very Good,E,VVS1,61.4,59.0,530.0,3.93,3.99,2.43 +13127,1.21,Premium,J,VVS2,61.7,60.0,5431.0,6.82,6.85,4.22 +9492,1.05,Very Good,H,SI1,59.5,58.0,4608.0,6.61,6.69,3.96 +33421,0.32,Ideal,H,VVS2,61.9,55.0,828.0,4.39,4.37,2.71 +36814,0.3,Ideal,G,IF,63.0,53.0,956.0,4.3,4.24,2.69 +19029,0.3,Premium,H,VVS1,60.7,58.0,620.0,4.35,4.38,2.65 +35920,0.43,Premium,H,SI1,61.5,58.0,919.0,4.86,4.8,2.97 +33574,0.3,Very Good,F,VVS1,61.6,59.0,832.0,4.29,4.33,2.66 +22120,1.01,Premium,D,VVS2,60.2,58.0,10147.0,6.57,6.51,3.94 +8544,0.9,Good,F,VS2,63.3,57.0,4432.0,6.11,6.15,3.88 +16634,1.2,Very Good,I,VS1,62.8,54.5,6652.0,6.75,6.79,4.25 +3488,0.9,Very Good,I,VS2,62.4,58.0,3398.0,6.12,6.16,3.83 +23788,1.09,Ideal,F,IF,61.4,55.0,11846.0,6.61,6.68,4.09 +337,0.71,Premium,G,VS1,62.4,61.0,2803.0,5.7,5.65,3.54 +26375,1.5,Ideal,F,VS1,62.3,56.0,15851.0,7.34,7.3,4.56 +33881,0.3,Ideal,E,VS2,62.6,56.0,844.0,4.33,4.29,2.7 +28118,0.36,Ideal,D,SI1,61.2,57.0,663.0,4.59,4.63,2.82 +53893,0.7,Ideal,F,VS1,62.5,56.0,2751.0,5.73,5.7,3.57 +41471,0.41,Ideal,D,VS1,62.1,56.0,1230.0,4.8,4.77,2.97 +51089,0.7,Very Good,H,VS2,60.0,57.0,2335.0,5.74,5.8,3.46 +40023,0.34,Ideal,D,VS1,60.9,56.0,1109.0,4.56,4.51,2.76 +16746,1.06,Ideal,G,VS2,61.1,57.0,6667.0,6.59,6.56,4.02 +29469,0.32,Very Good,E,VS2,62.9,56.0,702.0,4.36,4.39,2.75 +9669,1.07,Premium,F,SI2,61.8,59.0,4644.0,6.57,6.53,4.05 +3072,0.8,Premium,D,SI1,61.7,58.0,3312.0,5.96,5.93,3.67 +15141,1.12,Ideal,F,SI1,61.6,56.0,6087.0,6.66,6.72,4.12 +51772,0.8,Premium,H,SI2,61.6,59.0,2409.0,5.92,5.86,3.63 +10121,1.02,Premium,D,SI2,60.3,58.0,4718.0,6.52,6.48,3.92 +39336,0.57,Good,I,SI1,63.3,56.0,1072.0,5.27,5.29,3.34 +33040,0.32,Ideal,G,VVS1,61.1,55.0,814.0,4.45,4.48,2.73 +36273,0.3,Ideal,G,SI1,61.4,57.0,477.0,4.28,4.32,2.64 +1771,0.91,Premium,G,SI2,62.8,59.0,3047.0,6.14,6.12,3.85 +34039,0.33,Ideal,E,VS1,60.9,57.0,850.0,4.47,4.5,2.73 +22189,1.53,Premium,H,VS2,59.3,59.0,10224.0,7.53,7.59,4.48 +15856,1.51,Premium,J,VS2,62.3,59.0,6342.0,7.36,7.3,4.57 +17709,0.31,Very Good,I,VVS1,57.7,62.0,613.0,4.51,4.53,2.61 +32917,0.44,Ideal,E,SI1,61.1,56.0,810.0,4.9,4.92,3.0 +23025,0.3,Very Good,G,VVS2,62.4,56.0,631.0,4.27,4.3,2.67 +18165,1.5,Very Good,H,SI2,62.1,59.0,7365.0,7.24,7.28,4.51 +48696,0.54,Ideal,G,VVS1,62.2,53.9,2007.0,5.22,5.25,3.26 +49151,0.6,Ideal,E,SI1,61.2,57.0,2069.0,5.43,5.45,3.33 +16353,0.3,Premium,H,VS2,63.0,59.0,608.0,4.29,4.25,2.69 +17200,1.21,Very Good,H,VS1,63.3,58.0,6871.0,6.77,6.72,4.27 +44175,0.58,Very Good,E,VS2,61.1,63.0,1566.0,5.41,5.33,3.28 +38523,0.34,Ideal,E,VS1,60.8,57.0,1033.0,4.53,4.49,2.74 +29965,0.31,Very Good,H,SI1,61.1,55.0,446.0,4.35,4.39,2.67 +17843,1.02,Good,F,VS1,63.7,57.0,7197.0,6.39,6.35,4.06 +27107,2.08,Premium,H,VS2,62.0,58.0,17258.0,8.19,8.1,5.05 +32198,0.35,Premium,E,SI1,61.2,58.0,788.0,4.59,4.53,2.79 +45989,0.3,Good,E,SI1,63.4,56.0,526.0,4.23,4.25,2.69 +51246,0.7,Premium,F,SI1,62.5,59.0,2354.0,5.67,5.65,3.54 +23594,1.58,Ideal,G,SI1,60.7,56.0,11610.0,7.56,7.6,4.6 +35765,0.4,Very Good,E,VS2,62.0,57.0,912.0,4.66,4.7,2.9 +32748,0.36,Ideal,F,VS1,61.3,54.0,803.0,4.63,4.65,2.84 +30967,0.39,Very Good,J,VS2,63.3,56.0,746.0,4.63,4.6,2.92 +29664,0.35,Ideal,F,VS2,62.3,55.0,706.0,4.53,4.56,2.83 +11425,1.0,Good,G,VS2,64.1,58.0,5002.0,6.22,6.32,4.02 +11122,0.71,Ideal,F,VVS1,61.1,54.0,4937.0,5.78,5.84,3.55 +7220,1.1,Very Good,I,SI2,62.6,59.0,4192.0,6.53,6.57,4.1 +21285,1.2,Premium,F,VS2,60.2,60.0,9442.0,6.91,6.82,4.13 +50968,0.71,Very Good,I,VS1,62.3,60.0,2326.0,5.69,5.73,3.56 +22424,1.57,Very Good,H,SI1,59.6,58.0,10447.0,7.61,7.65,4.55 +5411,0.9,Ideal,I,VS2,62.6,54.3,3820.0,6.14,6.17,3.86 +18523,1.1,Ideal,G,VS1,61.3,57.0,7550.0,6.59,6.66,4.06 +34198,0.33,Ideal,F,VS2,62.1,54.0,854.0,4.46,4.43,2.76 +12899,1.2,Ideal,I,SI2,61.1,57.0,5373.0,6.86,6.89,4.2 +30583,0.31,Ideal,D,VS2,62.1,54.0,734.0,4.35,4.41,2.72 +48181,0.54,Ideal,H,VVS1,61.8,55.0,1944.0,5.24,5.21,3.23 +26160,2.07,Ideal,H,SI2,61.9,55.0,15475.0,8.15,8.23,5.07 +14129,1.0,Fair,E,VS2,67.0,54.0,5729.0,6.23,6.18,4.16 +6366,0.32,Premium,H,SI1,61.9,59.0,576.0,4.41,4.38,2.72 +51365,0.78,Ideal,J,VS1,61.9,57.0,2365.0,5.88,5.91,3.65 +51006,0.68,Premium,G,VS1,58.6,59.0,2326.0,5.8,5.77,3.39 +45242,0.56,Very Good,E,SI1,62.8,57.6,1659.0,5.26,5.31,3.32 +49220,0.5,Premium,F,VVS1,61.1,55.0,2081.0,5.15,5.13,3.14 +19015,1.57,Very Good,J,VS2,62.6,59.0,7832.0,7.39,7.43,4.64 +5768,0.9,Good,F,SI1,62.4,55.0,3898.0,6.17,6.21,3.86 +38597,0.53,Ideal,J,VS2,62.6,53.0,1038.0,5.21,5.24,3.27 +30275,0.31,Ideal,I,VS2,62.3,53.8,447.0,4.32,4.36,2.7 +27032,0.32,Very Good,G,VS1,62.1,55.0,645.0,4.41,4.44,2.75 +399,0.3,Premium,H,SI1,62.9,58.0,554.0,4.28,4.24,2.68 +16287,1.01,Very Good,E,VS2,63.3,58.0,6516.0,6.38,6.35,4.03 +52838,0.74,Very Good,E,SI2,61.0,57.0,2574.0,5.83,5.88,3.57 +6991,0.9,Very Good,H,VS2,61.8,56.0,4155.0,6.18,6.25,3.84 +33897,0.3,Ideal,E,VS2,62.2,56.0,844.0,4.3,4.28,2.67 +49543,0.63,Very Good,H,VVS1,62.0,57.0,2127.0,5.47,5.5,3.4 +52747,0.71,Ideal,H,VS1,62.2,57.0,2559.0,5.66,5.73,3.54 +45573,0.52,Ideal,E,VS2,61.1,55.0,1689.0,5.2,5.27,3.2 +48384,0.7,Premium,G,SI2,62.0,59.0,1966.0,5.62,5.58,3.47 +50007,0.7,Very Good,F,SI2,60.7,58.0,2195.0,5.73,5.77,3.49 +52851,0.7,Ideal,E,SI1,61.8,56.0,2576.0,5.72,5.68,3.52 +5830,0.92,Premium,G,SI2,59.4,60.0,3916.0,6.34,6.31,3.76 +2638,0.71,Ideal,H,VS1,61.4,56.0,3229.0,5.74,5.78,3.54 +26642,2.03,Very Good,I,VS2,59.9,59.0,16422.0,8.32,8.24,4.96 +39558,0.32,Ideal,G,VVS1,61.9,56.0,1080.0,4.4,4.39,2.72 +14985,1.01,Good,F,VS2,64.1,59.0,6037.0,6.16,6.23,3.97 +35946,0.3,Ideal,F,SI1,60.2,56.0,475.0,4.36,4.41,2.64 +44520,0.58,Ideal,H,VS2,62.4,58.0,1600.0,5.3,5.34,3.32 +46401,0.5,Ideal,G,VVS2,61.8,54.0,1766.0,5.11,5.15,3.17 +4052,0.35,Ideal,H,VS2,61.2,56.0,571.0,4.54,4.55,2.78 +43578,0.41,Premium,E,VVS1,62.9,59.0,1431.0,4.76,4.72,2.98 +22833,1.51,Premium,F,SI1,62.3,61.0,10866.0,7.29,7.22,4.52 +41083,0.41,Ideal,F,VVS2,61.0,56.0,1192.0,4.82,4.78,2.93 +20844,1.51,Good,D,SI2,62.1,60.0,9069.0,7.25,7.3,4.52 +45701,0.57,Ideal,E,VS2,62.2,55.0,1698.0,5.3,5.34,3.31 +33969,0.32,Ideal,E,VS2,61.1,56.0,846.0,4.46,4.48,2.73 +44872,0.55,Very Good,E,VS2,61.7,59.0,1629.0,5.2,5.27,3.23 +32827,0.34,Ideal,D,VS2,60.8,57.0,805.0,4.5,4.52,2.74 +45872,0.51,Premium,D,VS2,62.0,60.0,1716.0,5.07,5.12,3.16 +36119,0.48,Ideal,H,SI1,61.2,56.0,927.0,5.06,5.1,3.11 +39048,0.41,Very Good,E,VVS1,59.8,62.0,1057.0,4.79,4.84,2.88 +52506,0.68,Ideal,G,VS1,61.7,55.0,2526.0,5.71,5.66,3.51 +5718,0.25,Very Good,E,VVS2,59.8,59.0,575.0,4.07,4.09,2.44 +24711,0.31,Premium,E,VS2,58.1,60.0,639.0,4.49,4.42,2.59 +3779,1.01,Premium,G,SI2,61.5,58.0,3461.0,6.51,6.44,3.98 +52013,0.85,Premium,G,SI2,62.0,58.0,2444.0,6.08,6.04,3.76 +38968,0.28,Ideal,F,VS2,61.8,54.0,490.0,4.18,4.23,2.6 +51466,0.72,Premium,H,SI1,61.5,59.0,2376.0,5.71,5.67,3.5 +50268,0.52,Ideal,G,VVS2,61.7,55.0,2238.0,5.15,5.2,3.19 +26665,2.03,Premium,I,VS2,60.5,62.0,16483.0,8.22,8.17,4.96 +6101,0.91,Premium,G,SI1,62.8,58.0,3975.0,6.18,6.15,3.87 +38458,0.36,Ideal,G,IF,61.9,55.0,1029.0,4.56,4.59,2.83 +41729,0.41,Ideal,E,VVS2,62.2,54.0,1243.0,4.79,4.76,2.97 +34891,0.35,Premium,F,VS2,60.9,57.0,879.0,4.58,4.55,2.78 +2529,1.11,Premium,H,I1,61.0,59.0,3205.0,6.61,6.67,4.05 +36364,0.33,Ideal,F,VVS1,61.3,55.0,939.0,4.45,4.46,2.73 +37241,0.52,Premium,H,SI2,60.9,61.0,975.0,5.15,5.1,3.12 +11783,1.2,Good,H,SI2,59.7,63.0,5085.0,6.84,6.87,4.09 +24819,2.08,Very Good,H,SI2,63.4,59.0,13206.0,8.06,8.0,5.09 +4990,0.72,Ideal,F,VVS2,62.3,57.0,3740.0,5.72,5.74,3.57 +14492,1.0,Fair,G,VS1,58.7,67.0,5853.0,6.47,6.45,3.79 +35642,0.31,Ideal,G,VVS2,61.9,55.0,907.0,4.36,4.33,2.69 +22652,1.72,Very Good,G,SI2,62.4,59.0,10697.0,7.63,7.67,4.77 +2738,0.71,Ideal,E,VS2,62.5,55.0,3247.0,5.67,5.73,3.56 +32433,0.41,Premium,D,VS2,62.6,59.0,792.0,4.74,4.75,2.97 +37732,0.45,Premium,F,SI2,62.6,57.0,996.0,4.94,4.87,3.07 +42560,0.42,Ideal,D,VVS2,62.5,57.0,1326.0,4.77,4.8,2.99 +46009,0.54,Very Good,E,VS2,61.5,59.0,1726.0,5.21,5.23,3.21 +46976,0.23,Very Good,F,VVS2,59.3,57.0,530.0,4.01,4.05,2.39 +25886,1.54,Premium,E,VS2,62.3,58.0,15002.0,7.31,7.39,4.58 +46901,0.56,Premium,D,SI1,59.9,60.0,1814.0,5.39,5.33,3.21 +39967,0.4,Ideal,E,VVS2,62.6,54.0,1106.0,4.71,4.74,2.96 +50253,0.7,Premium,F,SI2,58.8,58.0,2234.0,5.82,5.77,3.41 +52200,0.71,Premium,E,SI1,60.3,58.0,2479.0,5.78,5.76,3.48 +12984,1.11,Ideal,G,SI2,61.7,57.0,5395.0,6.69,6.65,4.12 +42259,0.59,Good,I,VS2,63.4,56.0,1294.0,5.33,5.37,3.39 +23084,2.01,Very Good,J,SI2,61.0,57.0,11110.0,8.09,8.14,4.95 +25180,2.0,Fair,H,SI1,61.2,50.0,13764.0,8.17,8.08,4.97 +49241,0.65,Very Good,I,VVS1,62.9,58.0,2085.0,5.51,5.53,3.47 +12998,1.05,Premium,E,SI2,60.3,61.0,5400.0,6.62,6.57,3.98 +44548,0.54,Ideal,G,VS2,61.7,56.0,1605.0,5.21,5.24,3.23 +16378,0.33,Very Good,I,VVS1,58.9,61.0,609.0,4.52,4.55,2.67 +956,0.8,Ideal,F,SI1,61.5,54.0,2890.0,6.07,6.0,3.71 +18409,1.03,Ideal,G,VS1,61.4,55.0,7481.0,6.5,6.53,4.0 +10393,0.31,Ideal,G,SI1,62.8,55.0,593.0,4.38,4.32,2.73 +2387,0.32,Premium,G,VS2,61.5,60.0,561.0,4.36,4.39,2.69 +22187,1.07,Ideal,E,VVS2,61.3,56.0,10222.0,6.53,6.6,4.02 +4726,0.33,Premium,I,SI1,61.4,58.0,572.0,4.5,4.46,2.75 +33120,0.31,Ideal,H,IF,60.0,57.0,816.0,4.39,4.41,2.64 +37300,0.33,Ideal,D,VS1,61.0,56.0,978.0,4.49,4.52,2.75 +39346,0.38,Ideal,E,VVS2,62.2,53.8,1073.0,4.62,4.66,2.88 +23269,1.04,Premium,E,VVS1,60.9,58.0,11279.0,6.53,6.61,4.0 +183,0.72,Ideal,G,SI1,61.8,56.0,2776.0,5.72,5.75,3.55 +2833,0.78,Very Good,F,SI1,62.4,55.0,3267.0,5.85,5.89,3.66 +19475,1.5,Good,H,SI1,64.9,57.0,8112.0,7.08,7.15,4.62 +47947,0.71,Very Good,J,SI1,63.5,58.0,1917.0,5.63,5.67,3.59 +26844,2.07,Ideal,J,VVS2,62.7,54.0,16769.0,8.17,8.12,5.11 +47205,0.5,Very Good,G,VVS2,62.9,57.0,1838.0,5.04,5.11,3.19 +19688,0.3,Ideal,G,VS1,61.8,56.0,624.0,4.31,4.33,2.67 +47517,0.53,Ideal,G,VVS2,61.9,54.0,1867.0,5.2,5.23,3.23 +45216,0.51,Ideal,E,VS2,61.4,57.0,1656.0,5.13,5.16,3.16 +4358,0.83,Very Good,F,VS1,63.3,56.0,3603.0,5.99,5.92,3.77 +24208,1.69,Very Good,I,VVS2,60.4,59.0,12394.0,7.7,7.73,4.66 +1151,0.75,Very Good,E,SI1,61.5,58.0,2923.0,5.82,5.86,3.59 +50219,0.7,Premium,F,SI1,61.9,58.0,2230.0,5.69,5.74,3.54 +6535,0.8,Ideal,F,VS1,62.8,56.0,4070.0,5.91,5.96,3.73 +13461,1.01,Ideal,F,SI1,62.0,54.0,5527.0,6.41,6.49,4.0 +36072,0.4,Premium,D,SI1,63.0,57.0,924.0,4.7,4.66,2.95 +51597,0.7,Ideal,G,SI1,60.9,57.0,2394.0,5.77,5.79,3.52 +6755,0.9,Ideal,F,SI1,62.3,56.0,4103.0,6.17,6.13,3.83 +990,0.77,Ideal,D,SI2,62.1,56.0,2896.0,5.83,5.89,3.64 +47440,0.56,Ideal,G,VS1,60.7,55.0,1855.0,5.33,5.36,3.25 +31188,0.32,Ideal,D,SI1,62.8,56.0,756.0,4.35,4.34,2.73 +38006,0.43,Very Good,F,VS1,63.4,57.0,1008.0,4.8,4.76,3.03 +35335,0.32,Ideal,E,VS1,61.0,57.0,898.0,4.4,4.42,2.69 +37289,0.24,Very Good,E,VVS2,63.4,57.0,485.0,3.95,3.97,2.51 +20874,1.05,Ideal,F,VVS2,62.1,54.0,9092.0,6.52,6.55,4.06 +43290,0.31,Ideal,H,VS2,61.2,56.0,507.0,4.36,4.4,2.68 +7986,1.03,Very Good,H,SI1,58.6,61.0,4326.0,6.6,6.64,3.88 +27512,2.02,Very Good,H,SI1,61.1,58.0,18236.0,8.07,8.16,4.96 +47199,0.5,Premium,G,VVS2,60.9,59.0,1838.0,5.09,5.12,3.11 +4425,0.9,Fair,F,SI2,64.6,56.0,3613.0,6.01,6.07,3.9 +7727,0.26,Ideal,D,VS1,62.0,55.0,580.0,4.12,4.1,2.55 +11222,1.1,Ideal,I,VS2,61.8,56.0,4962.0,6.65,6.6,4.1 +7552,1.01,Very Good,G,SI2,62.0,58.0,4249.0,6.37,6.41,3.96 +43823,0.51,Very Good,E,SI1,63.5,54.0,1443.0,5.1,5.07,3.23 +24943,2.02,Fair,J,VS1,64.6,59.0,13399.0,7.95,7.9,5.12 +7869,1.01,Premium,E,SI2,58.6,58.0,4308.0,6.66,6.62,3.89 +5659,1.0,Premium,F,SI1,59.4,62.0,3881.0,6.55,6.52,3.88 +29853,0.3,Very Good,D,VS2,62.9,59.0,710.0,4.22,4.27,2.67 +51766,0.7,Very Good,F,SI1,61.1,57.0,2409.0,5.7,5.73,3.49 +33453,0.32,Premium,G,VS1,61.4,58.0,828.0,4.4,4.36,2.69 +7215,1.01,Premium,H,SI1,61.9,59.0,4191.0,6.35,6.32,3.92 +785,0.71,Premium,D,SI1,60.7,58.0,2861.0,5.95,5.78,3.56 +39341,0.37,Ideal,G,VVS2,60.7,55.0,1073.0,4.66,4.7,2.84 +6898,1.11,Premium,F,SI2,62.5,59.0,4134.0,6.59,6.53,4.1 +18099,1.55,Premium,H,SI2,62.0,56.0,7319.0,7.41,7.37,4.58 +39038,0.37,Ideal,G,IF,61.2,56.0,1056.0,4.65,4.67,2.85 +51007,0.7,Ideal,H,SI2,61.6,56.0,2326.0,5.77,5.72,3.53 +39154,0.46,Premium,G,SI1,60.6,59.0,1063.0,5.04,5.0,3.04 +41130,0.41,Very Good,G,IF,60.9,59.0,1197.0,4.8,4.85,2.94 +1828,0.81,Very Good,E,SI2,62.9,56.0,3059.0,5.87,5.9,3.7 +11275,1.11,Premium,H,SI2,61.9,59.0,4973.0,6.6,6.56,4.07 +40079,0.33,Ideal,F,IF,61.5,55.0,1114.0,4.47,4.44,2.74 +31215,0.32,Premium,D,SI1,61.4,58.0,756.0,4.42,4.38,2.7 +29378,0.31,Premium,E,SI1,59.2,60.0,698.0,4.42,4.36,2.6 +47982,0.33,Ideal,E,SI1,61.5,55.0,532.0,4.46,4.49,2.75 +35036,0.42,Ideal,E,SI2,62.7,55.0,882.0,4.79,4.78,3.0 +35584,0.35,Ideal,F,VS2,62.6,56.0,906.0,4.52,4.49,2.82 +24038,0.38,Very Good,D,SI2,61.1,58.0,633.0,4.62,4.68,2.84 +8941,1.01,Very Good,F,SI2,63.2,59.0,4497.0,6.38,6.35,4.02 +50958,0.81,Ideal,I,SI1,62.2,57.0,2323.0,5.95,5.98,3.71 +15929,1.1,Very Good,G,VS2,61.9,57.0,6369.0,6.59,6.65,4.1 +13410,0.37,Ideal,I,VS2,61.2,56.0,603.0,4.62,4.66,2.84 +30589,0.31,Ideal,D,VS2,61.5,56.0,734.0,4.35,4.37,2.68 +8246,1.04,Ideal,G,SI2,60.7,57.0,4375.0,6.51,6.61,3.98 +16671,1.25,Premium,I,VS1,60.4,59.0,6664.0,7.01,6.94,4.21 +16054,1.28,Ideal,G,SI2,61.5,57.0,6412.0,6.93,7.0,4.28 +30759,0.25,Premium,E,VVS2,61.5,59.0,740.0,4.04,4.02,2.48 +17455,1.01,Good,D,VS2,63.1,60.0,6999.0,6.35,6.39,4.02 +33895,0.3,Ideal,E,VS2,62.1,55.0,844.0,4.32,4.28,2.67 +41243,0.3,Fair,D,IF,60.5,57.0,1208.0,4.47,4.35,2.67 +7680,1.18,Premium,J,SI2,61.3,60.0,4274.0,6.83,6.78,4.17 +26376,2.0,Good,I,VS1,58.8,65.0,15851.0,8.1,8.03,4.74 +24911,2.0,Ideal,F,SI2,61.6,57.0,13351.0,8.16,8.1,5.01 +30687,0.42,Good,G,SI1,63.2,57.0,737.0,4.77,4.79,3.02 +50790,0.7,Very Good,G,SI1,62.8,56.0,2304.0,5.64,5.66,3.55 +50043,0.49,Ideal,E,VVS2,61.9,56.0,2199.0,5.05,5.1,3.14 +13621,1.04,Ideal,I,VS1,61.4,58.0,5572.0,6.46,6.54,3.99 +219,0.72,Very Good,H,VS1,60.6,63.0,2782.0,5.83,5.76,3.51 +11278,1.07,Ideal,E,SI1,60.4,57.0,4973.0,6.62,6.56,3.98 +35936,0.38,Ideal,E,VS1,61.4,56.0,920.0,4.66,4.69,2.87 +39422,0.41,Ideal,F,VS1,62.6,55.0,1076.0,4.77,4.75,2.98 +37587,0.32,Ideal,F,VVS1,61.7,56.0,990.0,4.42,4.4,2.72 +28169,0.32,Ideal,G,VS1,61.6,55.0,665.0,4.43,4.46,2.74 +37635,0.4,Premium,D,SI1,61.4,56.0,990.0,4.83,4.72,2.93 +49764,0.53,Ideal,F,VVS2,61.9,56.0,2160.0,5.18,5.22,3.22 +21371,0.34,Ideal,D,SI1,62.0,56.0,626.0,4.47,4.5,2.78 +109,0.81,Ideal,F,SI2,58.8,57.0,2761.0,6.14,6.11,3.6 +17827,1.51,Fair,H,VS2,65.6,56.0,7188.0,7.08,4.7,4.0 +49993,0.58,Ideal,E,VS1,60.6,57.0,2192.0,5.4,5.45,3.29 +9317,1.11,Ideal,H,SI2,61.3,55.0,4578.0,6.65,6.73,4.1 +1813,0.78,Very Good,E,SI1,60.9,57.0,3055.0,5.93,5.97,3.62 +33057,0.3,Ideal,F,VVS1,61.7,58.0,814.0,4.26,4.3,2.64 +46735,0.58,Ideal,F,VS2,60.6,55.0,1798.0,5.4,5.43,3.28 +16217,1.33,Premium,G,SI2,63.0,59.0,6480.0,7.0,6.97,4.4 +46550,0.51,Ideal,E,VS2,61.5,57.0,1781.0,5.12,5.09,3.14 +50026,0.73,Very Good,D,SI1,62.2,57.0,2197.0,5.74,5.78,3.58 +49683,0.73,Good,I,VS2,63.7,58.0,2144.0,5.69,5.64,3.61 +21283,1.61,Ideal,I,SI1,62.7,55.0,9439.0,7.48,7.54,4.71 +40433,0.5,Good,E,SI1,65.5,56.0,1136.0,4.9,4.99,3.24 +45164,0.5,Ideal,D,SI1,62.6,57.0,1654.0,5.1,5.06,3.18 +32369,0.4,Ideal,I,VVS1,63.0,55.0,790.0,4.7,4.73,2.97 +38844,0.47,Ideal,I,VVS1,61.0,56.0,1050.0,5.02,5.04,3.07 +28529,0.31,Very Good,F,VS1,60.6,55.0,675.0,4.41,4.43,2.67 +41535,0.42,Ideal,G,VVS1,61.7,55.0,1235.0,4.84,4.78,2.97 +43943,0.4,Ideal,H,SI2,61.6,56.0,516.0,4.73,4.75,2.92 +27110,2.16,Ideal,E,SI2,61.4,57.0,17263.0,8.36,8.33,5.12 +18020,1.01,Ideal,G,VS1,61.2,57.0,7290.0,6.42,6.47,3.95 +2467,0.8,Ideal,E,VS2,61.4,55.0,3192.0,5.96,5.99,3.67 +14105,1.22,Very Good,D,SI2,62.2,58.0,5721.0,6.85,6.91,4.28 +15648,1.0,Premium,E,VS2,59.9,59.0,6272.0,6.45,6.38,3.84 +2991,0.91,Good,H,VS2,56.9,61.0,3302.0,6.41,6.24,3.6 +51584,0.6,Premium,E,VVS2,62.4,61.0,2393.0,5.36,5.31,3.33 +40520,0.37,Premium,D,VVS2,61.0,60.0,1145.0,4.64,4.61,2.82 +44150,0.54,Ideal,F,VS2,62.0,55.0,1563.0,5.25,5.32,3.28 +46108,0.58,Ideal,E,SI1,60.1,55.0,1742.0,5.42,5.56,3.3 +41487,0.39,Premium,D,VVS2,61.1,60.0,1232.0,4.66,4.7,2.86 +53936,0.72,Ideal,D,SI1,60.8,57.0,2757.0,5.75,5.76,3.5 +21332,1.22,Very Good,E,VS2,60.8,59.0,9475.0,6.87,6.91,4.19 +48762,0.56,Premium,F,VS1,58.2,60.0,2016.0,5.41,5.38,3.14 +50649,0.31,Good,H,VS1,63.2,57.0,544.0,4.29,4.32,2.72 +8536,0.91,Very Good,D,SI1,63.0,59.0,4429.0,6.11,6.15,3.86 +14748,1.14,Premium,H,VS2,61.7,60.0,5937.0,6.74,6.67,4.14 +35743,0.3,Premium,D,VS2,62.2,60.0,911.0,4.3,4.28,2.67 +23212,1.5,Very Good,H,VS2,60.0,62.0,11220.0,7.38,7.41,4.44 +41767,0.53,Ideal,H,SI1,61.1,55.0,1245.0,5.24,5.28,3.21 +29448,0.34,Ideal,E,VS2,61.2,56.0,702.0,4.51,4.54,2.77 +5893,0.9,Good,G,SI1,57.8,58.0,3931.0,6.42,6.38,3.7 +16375,0.33,Very Good,D,SI1,62.8,55.0,608.0,4.41,4.45,2.78 +40127,0.41,Ideal,F,VVS2,62.3,56.0,1115.0,4.73,4.77,2.96 +22995,1.56,Ideal,F,SI1,61.2,57.0,11047.0,7.48,7.52,4.59 +41507,0.57,Very Good,J,SI2,59.9,60.0,1235.0,5.36,5.43,3.23 +23224,1.51,Premium,G,SI1,60.5,59.0,11230.0,7.49,7.41,4.51 +12403,1.01,Good,E,SI1,58.6,62.0,5233.0,6.58,6.6,3.86 +9449,1.02,Good,F,SI1,63.5,57.0,4594.0,6.35,6.4,4.05 +49694,0.51,Very Good,E,VVS2,62.8,57.0,2146.0,5.06,5.1,3.19 +32386,0.32,Ideal,D,VVS2,62.2,56.0,790.0,4.37,4.41,2.73 +47352,0.5,Ideal,D,VS2,62.6,56.0,1845.0,5.08,5.05,3.17 +22284,1.7,Premium,H,VS2,59.0,58.0,10333.0,7.77,7.72,4.57 +44171,0.53,Ideal,D,SI1,62.3,56.0,1566.0,5.15,5.18,3.22 +12257,1.01,Ideal,E,SI1,61.6,57.0,5206.0,6.44,6.49,3.98 +53615,0.3,Premium,D,SI1,62.2,58.0,552.0,4.28,4.31,2.67 +19763,1.5,Premium,H,SI2,62.5,60.0,8333.0,7.32,7.25,4.55 +23709,0.34,Very Good,H,VVS2,61.0,55.0,632.0,4.52,4.55,2.76 +43376,0.5,Ideal,E,SI1,61.9,55.0,1409.0,5.18,5.12,3.19 +46936,0.52,Ideal,E,VS2,59.5,57.0,1815.0,5.27,5.25,3.13 +828,0.96,Premium,I,SI1,61.3,58.0,2866.0,6.39,6.3,3.89 +39670,0.42,Ideal,G,VS2,61.2,56.0,1087.0,4.84,4.8,2.95 +34104,0.36,Ideal,D,VS2,60.6,57.0,852.0,4.57,4.61,2.78 +32254,0.3,Premium,E,VVS2,60.1,59.0,789.0,4.32,4.37,2.61 +6766,1.3,Very Good,J,VS2,63.3,57.0,4106.0,6.98,6.96,4.41 +37437,0.33,Ideal,G,IF,61.7,55.0,984.0,4.45,4.47,2.75 +11749,1.02,Very Good,F,SI1,60.2,60.0,5077.0,6.55,6.61,3.96 +36775,0.34,Ideal,F,VS1,62.1,57.0,956.0,4.53,4.49,2.8 +37901,0.41,Ideal,D,VS2,61.7,56.0,1007.0,4.78,4.81,2.96 +24640,2.03,Premium,J,SI1,62.1,59.0,12979.0,8.12,8.06,5.02 +2855,0.8,Good,E,VS2,63.4,56.0,3273.0,5.88,5.92,3.74 +14270,1.13,Premium,H,VS2,62.4,58.0,5779.0,6.61,6.66,4.14 +50855,0.7,Very Good,F,SI1,61.3,58.0,2312.0,5.7,5.72,3.5 +49490,0.7,Good,I,VS2,63.6,58.0,2117.0,5.59,5.57,3.55 +18780,1.53,Ideal,I,SI2,62.4,58.0,7678.0,7.31,7.37,4.58 +35318,0.4,Ideal,H,SI1,61.8,57.0,896.0,4.75,4.77,2.94 +53803,0.72,Premium,D,SI1,62.6,59.0,2732.0,5.74,5.7,3.58 +14462,1.08,Premium,F,SI1,61.3,57.0,5836.0,6.63,6.58,4.05 +34905,0.34,Premium,F,VS2,59.2,60.0,880.0,4.6,4.56,2.71 +51456,0.71,Ideal,H,SI2,62.6,56.0,2376.0,5.65,5.75,3.57 +21005,1.51,Very Good,H,SI1,59.9,55.0,9218.0,7.44,7.52,4.48 +52599,0.8,Good,E,SI2,61.4,59.0,2542.0,5.94,6.01,3.67 +28019,0.3,Ideal,E,VS2,62.0,56.0,658.0,4.3,4.34,2.68 +45368,0.57,Ideal,I,VS1,61.0,56.0,1665.0,5.37,5.41,3.29 +35061,0.35,Very Good,E,VS1,59.9,59.9,885.0,4.54,4.59,2.73 +46138,0.54,Ideal,G,VS1,62.1,55.1,1745.0,5.2,5.23,3.23 +48879,1.01,Fair,E,I1,64.5,54.0,2036.0,6.31,6.22,4.03 +51743,0.71,Very Good,F,SI1,61.9,57.0,2404.0,5.72,5.79,3.56 +28464,0.32,Very Good,H,VVS1,61.7,56.0,672.0,4.4,4.43,2.72 +22481,1.19,Ideal,G,VVS1,61.6,59.0,10508.0,6.78,6.79,4.18 +50334,0.61,Ideal,G,VVS2,61.6,54.0,2242.0,5.45,5.49,3.37 +40074,0.54,Ideal,I,SI1,61.7,56.0,1114.0,5.25,5.29,3.25 +38966,0.27,Ideal,G,VS2,61.5,55.0,490.0,4.18,4.21,2.58 +38081,0.3,Premium,E,VVS2,61.4,60.0,1013.0,4.28,4.25,2.62 +32166,0.28,Ideal,F,IF,61.9,56.0,787.0,4.18,4.21,2.59 +40159,0.35,Ideal,G,IF,62.3,55.0,1116.0,4.52,4.5,2.81 +24319,1.51,Premium,G,VS2,62.0,57.0,12571.0,7.38,7.33,4.56 +49726,0.71,Fair,D,SI1,64.6,60.0,2151.0,5.55,5.6,3.6 +48432,0.7,Ideal,J,SI1,62.3,57.0,1974.0,5.69,5.71,3.55 +49876,0.7,Premium,H,SI1,62.0,61.0,2176.0,6.65,5.69,3.46 +40314,0.4,Premium,E,VS1,60.5,61.0,1125.0,4.74,4.72,2.86 +27277,1.65,Ideal,G,IF,62.4,55.0,17729.0,7.61,7.53,4.72 +12313,1.24,Ideal,I,SI2,61.9,57.0,5221.0,6.87,6.92,4.27 +13462,1.09,Ideal,F,SI1,62.5,57.0,5527.0,6.59,6.54,4.1 +20999,1.54,Premium,J,VVS1,62.4,59.0,9215.0,7.36,7.38,4.6 +35595,0.31,Ideal,H,VVS1,61.5,54.0,907.0,4.39,4.36,2.69 +27316,2.0,Premium,D,SI2,61.6,59.0,17835.0,8.2,8.09,5.02 +40671,0.44,Premium,F,VS1,61.9,59.0,1155.0,4.88,4.84,3.01 +49498,0.56,Ideal,H,VVS2,61.8,56.0,2118.0,5.28,5.33,3.28 +2003,0.74,Ideal,F,VVS2,61.5,54.0,3101.0,5.84,5.86,3.6 +15511,1.07,Premium,G,VS2,61.9,60.0,6213.0,6.55,6.48,4.03 +42664,0.39,Ideal,E,IF,61.1,57.0,1333.0,4.73,4.76,2.9 +45476,0.72,Premium,F,SI2,61.3,59.0,1676.0,5.81,5.76,3.55 +9255,1.03,Premium,D,SI2,61.8,60.0,4560.0,6.45,6.42,3.98 +44208,0.5,Ideal,G,VS1,62.6,57.0,1569.0,5.05,5.08,3.17 +44168,0.6,Good,G,SI1,61.3,61.2,1565.0,5.4,5.45,3.33 +47853,0.72,Good,I,SI1,63.6,59.0,1909.0,5.61,5.58,3.56 +52294,0.25,Very Good,D,VVS2,61.1,59.0,548.0,4.03,4.05,2.47 +10703,0.9,Good,H,VVS1,63.8,59.0,4847.0,6.09,6.13,3.9 +17713,0.41,Ideal,J,VS2,62.2,54.0,613.0,4.76,4.79,2.97 +16884,1.11,Ideal,E,SI1,62.5,54.0,6737.0,6.62,6.63,4.13 +34718,0.37,Premium,D,SI1,62.2,58.0,874.0,4.62,4.58,2.86 +1543,0.7,Very Good,D,VS1,63.4,59.0,3001.0,5.58,5.55,3.53 +2505,1.0,Fair,J,SI2,56.3,64.0,3199.0,6.58,6.54,3.69 +36015,0.39,Very Good,H,VS2,63.1,58.0,921.0,4.66,4.63,2.93 +41273,0.3,Ideal,G,VS2,62.0,56.0,503.0,4.29,4.32,2.67 +38284,0.28,Very Good,F,VS2,60.8,58.0,487.0,4.19,4.26,2.57 +22196,1.51,Premium,G,SI1,62.5,60.0,10235.0,7.28,7.32,4.56 +28101,0.31,Very Good,F,SI1,63.1,55.0,663.0,4.34,4.28,2.72 +47390,0.54,Ideal,E,VS2,61.4,57.0,1847.0,5.25,5.21,3.21 +20544,1.21,Ideal,G,VS1,61.8,55.0,8864.0,6.81,6.87,4.23 +12944,1.01,Fair,D,SI1,66.0,57.0,5385.0,6.29,6.22,4.13 +28602,0.3,Premium,E,SI1,61.9,58.0,675.0,4.33,4.27,2.66 +35593,0.31,Ideal,H,VVS1,62.2,54.0,907.0,4.39,4.36,2.72 +20703,0.31,Ideal,G,VS1,61.0,55.0,625.0,4.39,4.43,2.69 +21305,1.57,Ideal,I,SI1,62.4,53.6,9460.0,7.42,7.47,4.64 +43178,0.6,Ideal,I,SI1,62.1,55.0,1390.0,5.39,5.42,3.35 +52515,0.73,Premium,F,SI1,61.9,60.0,2527.0,5.81,5.78,3.59 +49084,0.6,Ideal,E,VS2,62.0,57.0,2061.0,5.41,5.42,3.36 +18163,1.51,Ideal,I,SI2,61.2,58.0,7362.0,7.33,7.42,4.51 +15222,1.24,Ideal,F,SI2,61.7,57.0,6111.0,6.91,6.86,4.25 +11994,1.24,Good,H,SI1,62.0,65.0,5146.0,6.88,6.84,4.25 +39539,0.4,Premium,F,VS2,61.0,58.0,1080.0,4.79,4.72,2.9 +32107,0.4,Very Good,I,VVS2,63.7,58.0,782.0,4.64,4.68,2.97 +3111,0.53,Ideal,E,VVS1,61.5,54.0,3323.0,5.23,5.25,3.22 +28276,0.26,Ideal,H,SI2,62.5,53.0,362.0,4.09,4.13,2.57 +29591,0.32,Ideal,D,SI1,62.9,56.0,706.0,4.4,4.38,2.76 +27346,2.0,Good,G,SI1,64.2,59.0,17902.0,7.93,7.84,5.06 +53516,0.8,Fair,H,VS2,65.3,58.0,2686.0,5.78,5.73,3.76 +45507,0.53,Very Good,D,VS2,62.6,58.0,1682.0,5.14,5.18,3.23 +2344,0.75,Ideal,G,SI1,61.8,55.0,3171.0,5.81,5.84,3.6 +35869,0.4,Very Good,D,VS2,62.8,56.0,918.0,4.71,4.75,2.97 +13090,1.28,Ideal,I,SI2,61.7,59.0,5419.0,6.96,6.92,4.28 +17739,1.7,Premium,I,SI2,61.7,56.0,7140.0,7.66,7.57,4.7 +6768,0.91,Fair,D,VS2,65.7,56.0,4107.0,6.1,6.05,3.99 +487,0.73,Very Good,E,SI1,63.2,58.0,2821.0,5.76,5.7,3.62 +44694,0.57,Ideal,F,VS2,61.3,57.0,1612.0,5.35,5.39,3.29 +11812,1.21,Ideal,I,SI2,60.6,56.0,5091.0,6.92,6.94,4.2 +38499,0.42,Ideal,G,VVS2,62.2,56.0,1031.0,4.77,4.81,2.98 +50324,0.71,Good,G,SI1,64.1,58.0,2240.0,5.6,5.63,3.6 +45235,0.51,Very Good,D,VS2,63.1,56.0,1658.0,5.06,5.12,3.21 +12991,1.02,Ideal,G,SI1,61.5,57.0,5398.0,6.54,6.44,3.99 +17435,1.0,Premium,G,VS1,62.9,60.0,6989.0,6.36,6.29,3.98 +53560,0.71,Premium,G,VS2,60.3,60.0,2694.0,5.81,5.76,3.49 +13507,1.01,Premium,D,SI1,61.7,62.0,5543.0,6.34,6.3,3.9 +16139,1.01,Good,D,VS2,64.5,58.0,6449.0,6.27,6.31,4.06 +35220,0.33,Very Good,E,VVS2,59.8,58.7,893.0,4.47,4.51,2.68 +23858,1.8,Premium,I,SI1,61.9,60.0,11948.0,7.78,7.74,4.8 +45782,0.56,Ideal,D,SI1,61.3,55.0,1708.0,5.32,5.35,3.27 +20967,1.51,Premium,I,SI1,61.7,60.0,9177.0,7.27,7.31,4.5 +2954,0.7,Very Good,E,VVS2,60.7,56.0,3295.0,5.77,5.82,3.52 +1307,0.7,Very Good,F,VS2,62.4,57.0,2956.0,5.67,5.71,3.55 +51208,0.73,Premium,F,SI2,60.5,57.0,2351.0,5.84,5.8,3.52 +45647,0.25,Ideal,H,VVS1,60.2,56.0,525.0,4.1,4.11,2.47 +46100,0.51,Very Good,G,VS1,59.6,58.0,1741.0,5.21,5.22,3.11 +7533,1.01,Very Good,I,SI1,61.2,59.0,4243.0,6.34,6.44,3.92 +3516,0.71,Ideal,F,VS1,61.5,57.0,3404.0,5.7,5.74,3.52 +11456,1.27,Ideal,J,VS1,62.0,57.0,5008.0,6.96,6.92,4.3 +3105,0.83,Very Good,F,SI1,61.9,58.0,3322.0,5.97,6.01,3.71 +25235,2.07,Premium,H,SI1,61.1,58.0,13844.0,8.27,8.2,5.03 +28961,0.31,Ideal,I,VS2,59.9,57.0,435.0,4.38,4.4,2.63 +25880,1.51,Ideal,G,VVS2,61.8,57.0,14982.0,7.31,7.36,4.53 +33940,0.27,Ideal,H,VS1,61.2,54.0,464.0,4.2,4.23,2.58 +3233,0.74,Premium,D,VS2,59.3,60.0,3353.0,5.89,5.91,3.5 +17893,1.24,Ideal,H,VS1,63.0,56.0,7222.0,6.87,6.82,4.31 +47745,0.54,Ideal,D,VS2,61.1,56.0,1892.0,5.25,5.29,3.22 +20141,1.2,Very Good,G,VS1,63.4,56.0,8596.0,6.74,6.7,4.26 +39160,0.35,Premium,E,VS1,60.8,58.0,1063.0,4.58,4.55,2.78 +37422,0.33,Ideal,E,VVS1,61.5,57.0,984.0,4.44,4.47,2.74 +48510,0.61,Very Good,E,SI1,62.2,60.0,1983.0,5.44,5.4,3.37 +28282,0.24,Ideal,G,SI1,62.2,54.0,364.0,3.97,4.0,2.48 +51883,0.61,Very Good,D,VS1,62.4,59.1,2429.0,5.42,5.45,3.39 +18697,0.32,Good,F,VVS2,62.5,61.0,619.0,4.32,4.38,2.72 +40723,0.5,Ideal,H,SI1,59.2,62.0,1160.0,5.17,5.2,3.07 +28010,0.3,Premium,E,VS2,60.7,59.0,658.0,4.3,4.33,2.62 +52391,0.71,Very Good,D,SI1,63.1,56.0,2508.0,5.66,5.62,3.56 +7676,1.02,Premium,G,SI1,61.4,55.0,4273.0,6.51,6.48,3.99 +2346,0.79,Ideal,E,SI1,60.3,56.0,3171.0,5.99,6.05,3.63 +31454,0.34,Ideal,G,VS2,62.7,55.0,765.0,4.49,4.48,2.81 +44744,0.7,Very Good,J,SI1,62.0,56.0,1619.0,5.66,5.72,3.53 +45456,0.5,Very Good,E,VS1,61.7,57.0,1675.0,5.12,5.16,3.17 +28052,0.38,Ideal,H,VS2,62.4,56.0,660.0,4.62,4.65,2.89 +17080,1.03,Ideal,F,VS2,61.4,58.0,6809.0,6.49,6.51,3.99 +8139,1.01,Premium,I,SI1,62.3,58.0,4355.0,6.44,6.4,4.0 +5657,0.9,Very Good,F,SI1,63.2,61.0,3881.0,6.13,6.09,3.86 +7266,0.91,Ideal,I,VS2,61.9,56.0,4199.0,6.18,6.22,3.84 +14856,1.26,Premium,I,VS2,61.0,59.0,5983.0,6.97,6.91,4.23 +21317,1.5,Premium,I,VS2,61.1,60.0,9471.0,7.33,7.36,4.49 +8556,0.91,Very Good,F,VS2,63.4,55.0,4434.0,6.22,6.18,3.93 +9641,1.18,Premium,I,SI2,61.7,58.0,4639.0,6.79,6.75,4.18 +23618,1.52,Ideal,E,SI1,62.2,53.0,11642.0,7.38,7.31,4.57 +52657,0.71,Very Good,G,VS2,63.3,56.0,2549.0,5.67,5.74,3.61 +46613,0.51,Ideal,D,VS2,62.7,55.0,1787.0,5.09,5.12,3.2 +1230,0.75,Ideal,E,VS2,61.6,57.0,2940.0,5.84,5.81,3.59 +36868,0.42,Ideal,E,VS2,62.0,55.0,958.0,4.8,4.82,2.98 +13126,1.22,Good,I,VS2,57.2,60.0,5431.0,7.07,7.01,4.03 +16718,0.3,Ideal,F,SI1,60.6,57.0,609.0,4.34,4.37,2.64 +33062,0.3,Ideal,F,VVS1,61.9,57.0,814.0,4.3,4.32,2.67 +32309,0.33,Ideal,J,VS1,61.9,54.3,456.0,4.45,4.47,2.76 +21029,1.5,Very Good,F,SI2,58.5,55.0,9236.0,7.51,7.56,4.41 +7713,0.33,Premium,H,VS1,59.2,58.0,579.0,4.5,4.55,2.68 +39281,0.3,Ideal,H,VS2,61.7,56.0,491.0,4.32,4.34,2.67 +45861,0.8,Fair,G,I1,64.5,57.0,1715.0,5.86,5.83,3.77 +22056,1.71,Premium,H,VS2,59.2,61.0,10084.0,7.83,7.77,4.62 +36979,0.5,Good,J,VS2,57.7,60.0,963.0,5.28,5.26,3.04 +46943,0.52,Premium,E,VS2,62.5,56.0,1815.0,5.18,5.15,3.23 +20920,1.23,Ideal,G,VS1,61.4,56.0,9133.0,6.96,6.91,4.26 +48503,0.54,Ideal,G,VVS1,61.3,56.0,1982.0,5.23,5.28,3.22 +20815,1.55,Premium,H,VS1,58.4,61.0,9041.0,7.64,7.59,4.45 +14706,0.3,Ideal,G,VS1,61.8,55.0,605.0,4.31,4.33,2.67 +38317,0.52,Very Good,J,SI1,62.5,59.0,1019.0,5.14,5.16,3.22 +29170,0.3,Very Good,F,VVS2,62.4,57.0,694.0,4.25,4.27,2.66 +36404,0.31,Premium,E,VS1,60.2,58.0,942.0,4.43,4.38,2.65 +53740,0.73,Good,E,VS2,63.3,60.0,2723.0,5.67,5.73,3.61 +18622,1.01,Ideal,E,VS2,62.5,54.0,7597.0,6.39,6.42,4.0 +39332,0.51,Ideal,D,I1,62.1,56.0,1071.0,5.15,5.06,3.17 +7497,0.9,Very Good,E,SI1,61.5,62.0,4239.0,6.15,6.2,3.8 +12864,1.25,Very Good,H,SI2,62.7,57.0,5362.0,6.82,6.86,4.29 +3674,0.9,Very Good,G,SI2,62.0,59.0,3445.0,6.14,6.19,3.82 +31102,0.3,Ideal,G,VVS1,62.1,58.0,753.0,4.26,4.28,2.65 +35305,0.3,Ideal,I,VS1,61.0,56.0,473.0,4.35,4.37,2.66 +49887,0.53,Ideal,F,VVS2,62.0,57.0,2177.0,5.17,5.2,3.21 +49048,0.7,Ideal,I,VS2,62.4,56.0,2056.0,5.71,5.66,3.55 +49601,0.52,Ideal,F,VVS2,60.6,56.0,2137.0,5.22,5.24,3.17 +23379,0.33,Premium,G,SI1,62.3,59.0,631.0,4.44,4.39,2.75 +47709,0.58,Ideal,G,VS1,62.0,57.0,1884.0,5.32,5.35,3.31 +39330,0.35,Premium,E,VVS1,63.0,59.0,1071.0,4.48,4.44,2.81 +731,0.31,Ideal,I,VVS1,61.6,55.0,557.0,4.36,4.41,2.7 +51390,0.81,Premium,E,SI2,60.1,59.0,2368.0,6.09,6.03,3.65 +422,0.7,Very Good,F,VS2,60.9,61.0,2812.0,5.66,5.71,3.46 +24212,2.1,Premium,J,VS2,58.3,54.0,12401.0,8.49,8.45,4.94 +26287,1.51,Ideal,D,VS2,60.9,57.0,15776.0,7.42,7.45,4.53 +704,0.91,Fair,J,VS2,64.4,62.0,2854.0,6.06,6.03,3.89 +38676,0.52,Very Good,I,SI1,60.3,61.0,1041.0,5.14,5.2,3.12 +20268,1.74,Premium,J,SI2,59.7,57.0,8690.0,7.88,7.8,4.68 +25294,2.06,Very Good,J,VS2,61.8,59.0,13948.0,8.14,8.2,5.05 +11840,1.09,Premium,G,VS2,62.1,57.0,5098.0,6.6,6.55,4.08 +24314,1.21,Ideal,F,VVS1,61.1,57.0,12556.0,6.87,6.91,4.21 +32636,0.27,Ideal,G,VS2,61.4,55.0,459.0,4.19,4.21,2.58 +32362,0.3,Ideal,G,VVS1,61.7,55.0,789.0,4.32,4.34,2.67 +31577,0.35,Ideal,E,VS2,62.1,56.0,767.0,4.52,4.53,2.81 +19634,1.13,Ideal,E,VS2,62.0,54.0,8253.0,6.66,6.7,4.14 +29345,0.31,Premium,G,VS2,59.9,59.0,698.0,4.4,4.38,2.63 +39894,0.42,Ideal,F,VS1,61.9,57.0,1103.0,4.81,4.79,2.97 +47251,0.53,Ideal,H,VVS1,61.2,56.0,1842.0,5.25,5.27,3.22 +12395,1.01,Good,E,SI1,64.2,59.0,5232.0,6.27,6.19,4.0 +27349,2.2,Premium,I,VS2,58.9,60.0,17905.0,8.63,8.52,5.05 +50249,0.7,Fair,I,VS1,60.2,66.0,2234.0,5.77,5.62,3.44 +899,1.0,Fair,I,SI1,66.3,61.0,2875.0,6.08,6.03,4.01 +5032,1.03,Ideal,F,SI2,61.9,56.0,3749.0,6.53,6.49,4.03 +41429,0.53,Very Good,E,SI2,63.2,54.0,1227.0,5.19,5.16,3.27 +3660,0.77,Ideal,D,VS2,61.3,56.0,3442.0,5.87,5.9,3.61 +30642,0.36,Ideal,I,IF,61.9,54.0,735.0,4.57,4.6,2.84 +16632,1.01,Fair,F,VS1,61.7,61.0,6651.0,6.6,6.49,4.04 +50676,0.7,Ideal,I,SI1,61.0,57.0,2287.0,5.71,5.74,3.5 +45929,0.53,Very Good,G,VS1,60.1,58.0,1721.0,5.27,5.32,3.18 +1854,0.7,Ideal,G,VS1,61.5,56.0,3065.0,5.7,5.75,3.52 +16043,0.3,Premium,H,VS2,60.9,61.0,608.0,4.35,4.32,2.64 +33886,0.3,Ideal,E,VS2,61.5,55.0,844.0,4.33,4.29,2.65 +15356,1.28,Premium,I,SI1,60.0,60.0,6164.0,7.08,6.99,4.22 +32302,0.37,Premium,J,VS2,60.7,60.0,454.0,4.65,4.68,2.83 +22477,1.62,Ideal,I,VS2,62.1,55.0,10501.0,7.53,7.58,4.69 +24394,1.3,Ideal,F,VVS2,62.1,55.0,12629.0,6.96,7.04,4.35 +9106,1.05,Good,I,VS2,63.1,58.0,4529.0,6.42,6.47,4.07 +43412,0.53,Ideal,H,VS2,62.6,57.0,1412.0,5.17,5.15,3.23 +5806,1.02,Good,D,SI2,63.8,59.0,3909.0,6.43,6.33,4.07 +50088,1.01,Premium,H,I1,58.4,60.0,2206.0,6.53,6.48,3.8 +10778,1.05,Premium,G,SI1,62.1,60.0,4857.0,6.48,6.44,4.01 +49328,0.52,Good,G,IF,59.8,57.0,2093.0,5.24,5.27,3.14 +45802,0.5,Good,H,VVS1,63.5,58.0,1710.0,4.98,5.03,3.18 +53324,0.78,Ideal,I,VS2,61.2,58.0,2652.0,5.88,5.92,3.61 +9116,1.0,Very Good,E,SI2,63.2,56.0,4532.0,6.33,6.36,4.01 +29141,0.31,Ideal,D,VS2,62.8,54.0,692.0,4.32,4.34,2.72 +36936,0.23,Very Good,E,VVS1,61.2,57.0,478.0,3.96,3.98,2.43 +11977,1.2,Premium,I,SI2,62.7,58.0,5141.0,6.82,6.76,4.26 +1371,0.7,Ideal,G,SI1,60.9,56.0,2965.0,5.73,5.79,3.51 +33783,0.4,Ideal,F,VS2,60.6,55.0,842.0,4.78,4.82,2.91 +43640,0.5,Premium,F,VS2,60.6,61.0,1433.0,5.13,5.1,3.1 +53217,0.7,Premium,H,VS1,60.6,59.0,2636.0,5.81,5.74,3.5 +20895,1.25,Very Good,G,VS1,60.7,56.0,9116.0,6.93,7.01,4.23 +8348,1.02,Very Good,E,SI2,63.0,57.0,4398.0,6.39,6.44,4.04 +10975,1.01,Premium,D,SI1,62.7,58.0,4909.0,6.38,6.34,3.99 +53677,0.71,Premium,E,VS2,62.1,59.0,2711.0,5.68,5.72,3.54 +42531,0.4,Ideal,F,VVS1,62.5,57.0,1323.0,4.75,4.72,2.96 +22927,1.52,Premium,E,SI1,62.4,59.0,10963.0,7.37,7.34,4.59 +32901,0.3,Very Good,I,IF,63.3,56.0,810.0,4.26,4.21,2.68 +14258,1.0,Premium,D,SI1,62.5,59.0,5775.0,6.32,6.38,3.97 +21996,1.51,Premium,H,SI1,58.0,59.0,10063.0,7.57,7.54,4.38 +23323,1.58,Ideal,H,VS2,62.7,56.0,11365.0,7.44,7.39,4.65 +30926,0.35,Ideal,F,VVS2,62.1,56.0,745.0,4.52,4.56,2.82 +9210,1.27,Good,H,SI2,63.6,58.0,4552.0,6.82,6.74,4.31 +6887,0.91,Ideal,E,SI1,61.0,58.0,4132.0,6.23,6.29,3.82 +34381,0.41,Very Good,I,VVS1,59.8,61.0,863.0,4.79,4.84,2.88 +18687,1.02,Premium,D,VS2,62.5,58.0,7643.0,6.4,6.37,3.99 +4908,0.95,Premium,G,SI2,59.5,56.0,3724.0,6.41,6.36,3.8 +40540,0.36,Premium,G,IF,61.0,59.0,1148.0,4.6,4.55,2.79 +22600,1.3,Very Good,G,VS1,62.5,58.0,10654.0,6.9,6.95,4.33 +34475,0.38,Ideal,E,VS2,61.7,55.0,866.0,4.66,4.68,2.88 +26819,2.53,Ideal,I,SI1,62.4,57.0,16709.0,8.68,8.59,5.39 +18624,1.28,Ideal,G,SI1,62.2,56.0,7598.0,6.96,6.9,4.31 +5536,1.11,Premium,H,SI2,59.3,59.0,3854.0,6.8,6.76,4.02 +1431,0.75,Ideal,G,VS1,62.3,57.0,2973.0,5.83,5.86,3.64 +44207,0.5,Ideal,G,VS1,62.0,54.0,1569.0,5.11,5.15,3.18 +24715,0.31,Very Good,G,VS1,61.9,54.0,640.0,4.36,4.4,2.71 +51780,0.7,Good,F,SI2,64.1,59.0,2411.0,5.58,5.53,3.56 +47965,0.52,Ideal,D,VS2,61.8,57.0,1919.0,5.2,5.16,3.2 +51753,0.7,Good,E,SI2,60.7,61.0,2405.0,5.69,5.71,3.46 +36553,0.4,Ideal,E,SI1,62.2,55.0,945.0,4.75,4.71,2.94 +1800,0.71,Ideal,E,VS2,60.9,56.0,3053.0,5.77,5.83,3.53 +9006,0.93,Very Good,G,SI1,61.7,56.0,4513.0,6.22,6.26,3.85 +4373,1.15,Ideal,H,I1,62.0,55.0,3606.0,6.76,6.69,4.17 +49452,0.7,Ideal,I,VS2,61.1,57.0,2111.0,5.7,5.75,3.5 +16213,1.03,Premium,G,VS1,62.1,59.0,6479.0,6.48,6.4,4.0 +2310,0.7,Ideal,G,VVS1,62.8,57.0,3165.0,5.63,5.68,3.55 +37384,0.4,Ideal,I,IF,62.2,56.0,982.0,4.71,4.75,2.94 +39337,0.57,Very Good,J,VS2,60.2,62.0,1072.0,5.33,5.4,3.23 +2286,0.9,Very Good,H,SI2,62.9,57.0,3160.0,6.09,6.16,3.85 +19000,1.51,Premium,J,SI1,59.9,60.0,7822.0,7.46,7.41,4.45 +40968,0.51,Very Good,E,SI2,58.3,61.9,1180.0,5.19,5.2,3.04 +8985,0.9,Good,F,VS1,63.3,59.0,4508.0,6.03,6.07,3.83 +29457,0.33,Ideal,G,VVS2,62.6,53.0,702.0,4.43,4.45,2.78 +18645,1.51,Premium,E,SI2,62.0,62.0,7610.0,7.16,7.09,4.42 +38794,0.31,Ideal,G,VVS1,61.7,57.0,1046.0,4.38,4.34,2.69 +17664,1.32,Very Good,H,SI1,62.4,58.0,7119.0,7.02,7.09,4.4 +17208,1.24,Premium,E,SI1,59.7,59.0,6875.0,7.07,6.99,4.2 +40012,0.41,Ideal,F,VS2,61.8,57.0,1107.0,4.78,4.73,2.94 +32376,0.45,Ideal,H,SI1,61.3,55.0,790.0,4.96,4.99,3.05 +35314,0.36,Ideal,F,VVS2,61.7,57.0,896.0,4.58,4.61,2.83 +30292,0.34,Good,F,SI2,63.3,54.0,447.0,4.46,4.48,2.83 +8995,1.05,Premium,G,SI1,59.1,57.0,4510.0,6.73,6.63,3.95 +64,0.3,Ideal,D,SI1,62.1,56.0,552.0,4.3,4.33,2.68 +1099,1.0,Fair,H,SI2,67.0,55.0,2912.0,6.25,6.12,4.16 +43882,0.54,Ideal,I,VS1,62.3,57.0,1452.0,5.2,5.24,3.25 +30025,0.3,Ideal,D,VS1,61.6,54.0,718.0,4.34,4.36,2.68 +6531,0.9,Very Good,D,SI1,62.8,59.0,4068.0,6.06,6.1,3.82 +8633,1.01,Very Good,H,SI1,62.3,63.0,4449.0,6.3,6.23,3.9 +3087,0.83,Ideal,I,SI1,61.9,57.0,3314.0,5.96,6.02,3.71 +27383,0.41,Very Good,F,SI2,60.8,58.0,647.0,4.78,4.83,2.92 +23211,1.26,Ideal,G,VVS1,61.7,56.0,11218.0,6.96,6.98,4.3 +2834,0.8,Very Good,F,SI1,61.6,56.0,3267.0,5.96,6.0,3.68 +25585,1.71,Good,D,SI1,64.1,59.0,14426.0,7.51,7.46,4.8 +52291,0.25,Very Good,E,VVS2,62.2,61.0,548.0,3.98,4.03,2.49 +36420,0.42,Very Good,D,SI1,63.3,58.0,942.0,4.75,4.73,3.0 +39179,0.35,Premium,D,VS2,61.9,58.0,1063.0,4.6,4.51,2.82 +17787,1.01,Ideal,G,VVS2,60.6,57.0,7167.0,6.54,6.5,3.95 +47933,0.56,Premium,E,VS2,61.4,61.0,1915.0,5.31,5.28,3.25 +35538,0.38,Very Good,F,VS2,61.9,54.6,906.0,4.64,4.68,2.89 +44616,0.53,Premium,G,VS2,60.7,59.0,1607.0,5.24,5.18,3.16 +23157,1.23,Very Good,E,VVS2,60.4,62.0,11175.0,6.88,6.93,4.17 +45593,0.52,Ideal,H,VS2,61.7,55.0,1689.0,5.2,5.23,3.22 +19547,1.5,Good,F,SI2,59.7,61.0,8181.0,7.39,7.44,4.43 +23034,0.33,Ideal,D,SI2,61.3,56.0,631.0,4.49,4.45,2.74 +33735,0.31,Ideal,G,IF,61.6,56.0,839.0,4.37,4.4,2.7 +6621,1.1,Very Good,I,SI2,62.8,57.0,4083.0,6.56,6.63,4.14 +52401,0.56,Ideal,F,VVS1,62.1,56.0,2510.0,5.29,5.3,3.29 +40065,0.43,Premium,G,VS2,61.3,58.0,1113.0,4.86,4.83,2.97 +40138,0.7,Premium,G,I1,59.2,61.0,1115.0,5.76,5.7,3.39 +10748,1.0,Good,F,SI1,63.4,61.0,4851.0,6.29,6.35,4.01 +9941,1.01,Very Good,I,SI1,61.4,62.0,4693.0,6.39,6.45,3.94 +19892,1.2,Ideal,G,VS1,62.3,56.0,8442.0,6.77,6.82,4.23 +53281,0.3,Good,D,SI1,63.1,55.0,552.0,4.28,4.31,2.71 +21663,1.71,Premium,I,SI2,60.6,57.0,9760.0,7.78,7.71,4.69 +15166,1.05,Premium,G,VS2,63.0,57.0,6096.0,6.51,6.48,4.09 +29977,0.35,Ideal,I,IF,61.1,56.0,715.0,4.56,4.6,2.8 +1451,0.71,Very Good,G,VVS2,60.8,58.0,2977.0,5.75,5.77,3.5 +36217,0.36,Premium,G,VS1,62.2,59.0,932.0,4.57,4.53,2.83 +34631,0.31,Ideal,E,VS2,61.8,55.0,872.0,4.4,4.37,2.71 +31340,0.37,Very Good,D,VS2,60.0,57.0,760.0,4.7,4.76,2.84 +45244,0.53,Ideal,E,VS2,61.7,58.0,1659.0,5.16,5.27,3.22 +6599,1.0,Very Good,F,SI2,62.8,57.0,4081.0,6.37,6.44,4.02 +16181,1.0,Premium,F,VS2,58.6,61.0,6468.0,6.53,6.5,3.82 +25712,1.51,Ideal,G,VVS2,62.3,55.0,14616.0,7.29,7.35,4.56 +51504,0.72,Ideal,G,VS2,61.7,57.0,2383.0,5.77,5.8,3.57 +36547,0.4,Premium,F,SI1,62.5,59.0,945.0,4.71,4.67,2.93 +34235,0.4,Premium,E,SI2,61.4,57.0,855.0,4.74,4.68,2.89 +11957,1.14,Premium,F,SI1,62.5,59.0,5135.0,6.65,6.67,4.16 +7288,1.07,Premium,G,SI2,59.8,60.0,4201.0,6.65,6.7,3.99 +20771,1.25,Premium,G,VS1,61.8,58.0,9009.0,6.91,6.94,4.28 +10940,1.01,Good,F,SI1,63.3,59.0,4899.0,6.38,6.42,4.05 +33446,0.32,Premium,G,VS1,61.7,58.0,828.0,4.41,4.38,2.71 +13225,1.01,Very Good,E,SI1,60.0,60.0,5461.0,6.43,6.51,3.88 +50351,0.52,Premium,H,VVS2,61.1,59.0,2246.0,5.21,5.17,3.17 +26591,2.03,Premium,I,VS2,58.5,60.0,16309.0,8.37,8.34,4.89 +1751,0.71,Ideal,F,VS1,61.7,55.0,3041.0,5.73,5.77,3.55 +41181,0.4,Premium,D,VS1,60.9,58.0,1200.0,4.81,4.78,2.92 +25224,1.22,Premium,E,VVS1,61.1,60.0,13824.0,6.87,6.85,4.19 +11935,1.09,Ideal,E,SI2,61.9,55.0,5127.0,6.64,6.6,4.1 +13337,1.22,Ideal,J,VS1,60.8,57.0,5504.0,6.85,6.89,4.18 +40185,0.5,Ideal,H,SI2,62.3,56.0,1119.0,5.14,5.09,3.19 +6981,1.01,Very Good,J,SI1,61.3,57.0,4153.0,6.45,6.5,3.97 +46799,0.7,Good,F,SI2,63.6,56.0,1806.0,5.63,5.56,3.56 +48336,0.63,Very Good,G,VS1,61.5,56.0,1960.0,5.53,5.49,3.39 +22759,1.51,Premium,H,VS1,62.1,58.0,10775.0,7.32,7.26,4.53 +41909,0.43,Ideal,F,VVS1,60.3,59.0,1261.0,4.89,4.93,2.96 +18625,1.52,Very Good,H,SI2,63.1,55.0,7600.0,7.36,7.28,4.62 +26640,2.03,Very Good,E,SI2,63.7,58.0,16412.0,7.91,7.94,5.05 +14206,1.01,Very Good,E,SI1,61.9,56.0,5759.0,6.33,6.41,3.94 +13991,1.18,Premium,H,SI1,61.8,58.0,5696.0,6.74,6.79,4.18 +29242,0.37,Premium,F,VS2,60.5,59.0,696.0,4.62,4.67,2.81 +12215,1.06,Ideal,H,SI1,61.4,55.0,5194.0,6.62,6.58,4.05 +5201,0.9,Very Good,F,SI1,61.3,58.0,3780.0,6.08,6.13,3.74 +38800,0.31,Ideal,G,VVS1,61.2,56.0,1046.0,4.38,4.34,2.67 +51482,0.87,Very Good,J,SI1,63.1,60.0,2379.0,6.03,5.96,3.78 +12846,1.02,Premium,H,VS2,62.4,58.0,5356.0,6.39,6.43,4.0 +10039,0.3,Good,G,SI1,63.2,55.0,417.0,4.26,4.29,2.7 +24306,1.51,Very Good,G,VS2,63.1,56.0,12551.0,7.33,7.29,4.61 +5301,1.01,Ideal,J,SI2,61.6,55.0,3801.0,6.5,6.45,3.99 +5180,0.9,Premium,G,SI1,60.6,61.0,3774.0,6.21,6.16,3.75 +19404,1.53,Ideal,I,SI2,61.3,59.0,8062.0,7.42,7.39,4.54 +37649,0.41,Very Good,H,VVS1,61.7,58.0,991.0,4.74,4.79,2.94 +3599,0.9,Good,D,SI2,63.5,62.0,3425.0,6.09,6.13,3.88 +12740,1.13,Premium,I,VS1,61.7,54.0,5316.0,6.74,6.71,4.15 +8302,0.91,Ideal,H,SI1,61.9,56.0,4386.0,6.17,6.21,3.83 +24003,1.74,Premium,I,VS2,58.6,59.0,12168.0,7.99,7.87,4.65 +11764,0.9,Ideal,G,VS1,62.5,57.0,5080.0,6.18,6.13,3.84 +27644,2.02,Fair,H,VS2,64.5,57.0,18565.0,8.0,7.95,5.14 +12370,0.26,Ideal,E,VVS2,61.6,57.0,597.0,4.13,4.18,2.56 +7374,1.12,Ideal,G,SI2,62.1,57.0,4222.0,6.71,6.65,4.14 +48597,0.7,Very Good,I,VS1,63.3,55.0,1995.0,5.64,5.6,3.56 +11311,1.01,Ideal,E,SI2,62.2,55.0,4984.0,6.4,6.43,3.99 +6337,1.0,Ideal,J,VS1,62.3,56.0,4032.0,6.43,6.38,3.99 +21182,1.58,Ideal,I,SI1,61.7,56.0,9335.0,7.55,7.48,4.64 +38537,0.34,Ideal,D,VS2,60.6,57.0,1033.0,4.53,4.51,2.74 +41905,0.51,Very Good,G,SI1,63.1,56.0,1261.0,5.08,5.16,3.23 +41898,0.44,Ideal,F,VVS1,61.5,57.0,1260.0,4.86,4.9,3.0 +31614,0.26,Ideal,I,VS2,61.8,55.0,371.0,4.12,4.17,2.56 +47361,0.72,Premium,J,VS2,61.4,58.0,1846.0,5.74,5.76,3.53 +19587,1.51,Very Good,I,SI1,62.8,59.0,8214.0,7.17,7.26,4.53 +17124,1.39,Ideal,J,VS2,60.9,57.0,6831.0,7.2,7.25,4.4 +5339,0.9,Premium,H,VS2,63.0,61.0,3810.0,6.14,6.05,3.84 +37105,0.38,Ideal,G,SI1,61.8,54.0,969.0,4.69,4.67,2.9 +16152,1.22,Ideal,F,SI1,62.8,55.0,6456.0,6.87,6.79,4.29 +18724,1.75,Premium,I,SI1,60.8,58.0,7644.0,7.83,7.79,4.75 +1375,0.75,Ideal,F,SI1,61.2,55.0,2966.0,5.87,5.92,3.61 +29875,0.3,Ideal,D,VS2,61.4,55.0,710.0,4.32,4.34,2.66 +34269,0.32,Ideal,I,VS2,62.3,55.0,466.0,4.39,4.41,2.74 +48436,0.51,Ideal,G,VVS2,61.2,55.0,1974.0,5.18,5.15,3.16 +29896,0.3,Premium,D,VS2,61.7,59.0,710.0,4.25,4.28,2.63 +5239,1.02,Fair,G,SI2,65.3,58.0,3787.0,6.33,6.22,4.1 +39640,0.49,Premium,E,SI1,61.5,58.0,1084.0,5.08,5.06,3.12 +22708,0.35,Premium,H,SI1,60.0,61.0,630.0,4.6,4.57,2.75 +6355,0.9,Ideal,E,SI1,60.1,56.0,4034.0,6.3,6.35,3.8 +11070,0.34,Ideal,E,SI1,62.7,55.0,596.0,4.46,4.47,2.8 +31399,0.3,Ideal,G,VVS1,61.8,57.0,764.0,4.32,4.36,2.68 +36499,0.32,Ideal,E,IF,62.0,55.0,944.0,4.37,4.41,2.72 +33184,0.41,Very Good,D,SI2,63.1,54.0,818.0,4.75,4.72,2.99 +27467,2.1,Ideal,F,SI2,61.0,60.0,18124.0,8.22,8.2,5.01 +50139,0.59,Very Good,E,VVS2,59.8,57.0,2214.0,5.48,5.53,3.29 +8746,1.14,Premium,H,SI1,62.1,59.0,4463.0,6.73,6.61,4.14 +18985,1.09,Premium,E,VS2,61.6,59.0,7813.0,6.62,6.54,4.05 +29648,0.35,Ideal,F,VS2,62.6,56.0,706.0,4.49,4.52,2.82 +52005,0.7,Premium,E,SI1,60.0,62.0,2444.0,5.79,5.75,3.46 +53611,0.35,Ideal,I,VS1,61.6,56.0,552.0,4.54,4.58,2.81 +48034,0.5,Ideal,D,VS1,61.6,57.0,1923.0,5.09,5.13,3.15 +32802,0.34,Very Good,D,VS2,62.9,56.0,805.0,4.44,4.5,2.81 +43549,0.5,Very Good,H,VS1,62.5,59.0,1429.0,5.01,5.04,3.14 +27668,2.01,Ideal,D,SI2,62.1,56.0,18674.0,8.02,8.11,5.01 +18525,1.53,Ideal,J,VS2,61.4,58.0,7550.0,7.35,7.43,4.54 +9703,0.32,Ideal,D,SI1,62.6,55.0,589.0,4.36,4.39,2.74 +24558,2.01,Very Good,J,VS1,60.2,61.0,12845.0,8.16,8.23,4.93 +41783,0.54,Ideal,D,SI2,61.3,57.0,1247.0,5.27,5.24,3.22 +34327,0.4,Very Good,G,VS1,62.9,54.8,861.0,4.71,4.76,2.98 +15775,1.28,Ideal,I,VS2,61.4,57.0,6308.0,7.04,6.97,4.3 +53865,0.7,Very Good,F,VS2,62.8,57.0,2744.0,5.64,5.69,3.56 +27685,3.01,Premium,J,SI2,60.7,59.0,18710.0,9.35,9.22,5.64 +49812,0.5,Ideal,F,VVS1,60.4,56.0,2165.0,5.16,5.21,3.13 +13067,1.5,Ideal,I,I1,61.8,57.0,5412.0,7.31,7.39,4.54 +30373,0.36,Premium,H,VS2,60.9,59.0,729.0,4.62,4.58,2.8 +20687,1.21,Very Good,D,VS2,62.6,59.0,8969.0,6.72,6.79,4.23 +4948,1.01,Premium,F,SI2,62.7,58.0,3733.0,6.38,6.32,3.98 +33461,0.32,Premium,G,VS1,61.8,60.0,828.0,4.36,4.35,2.69 +34526,0.33,Ideal,G,VVS1,60.8,56.0,868.0,4.42,4.46,2.7 +11083,1.15,Ideal,I,SI1,62.3,57.0,4925.0,6.74,6.67,4.18 +21714,0.33,Very Good,E,VS2,62.8,56.0,627.0,4.4,4.42,2.77 +51245,0.71,Good,H,SI1,57.9,62.0,2354.0,5.82,5.86,3.38 +13594,1.07,Premium,F,SI1,59.6,58.0,5561.0,6.68,6.72,3.99 +44574,0.53,Very Good,F,VS1,60.6,57.0,1607.0,5.21,5.25,3.17 +33836,0.34,Ideal,G,VVS1,60.5,55.0,844.0,4.53,4.56,2.75 +45636,0.25,Very Good,G,VVS1,61.8,56.0,525.0,4.03,4.06,2.5 +29794,0.3,Ideal,D,SI1,61.7,56.0,709.0,4.35,4.31,2.67 +34415,0.3,Ideal,G,IF,62.0,55.0,863.0,4.33,4.35,2.69 +41089,0.41,Ideal,F,VVS2,62.5,56.0,1192.0,4.75,4.72,2.96 +17704,0.32,Ideal,D,SI2,61.4,56.0,612.0,4.46,4.43,2.73 +38766,0.31,Premium,E,VVS2,61.4,60.0,1046.0,4.36,4.34,2.67 +28018,0.3,Ideal,E,VS2,60.2,57.0,658.0,4.36,4.38,2.63 +579,0.53,Ideal,F,VVS1,61.4,57.0,2834.0,5.2,5.23,3.2 +5649,1.0,Good,E,SI2,63.3,56.0,3880.0,6.3,6.36,4.01 +11155,0.91,Premium,H,VVS1,62.5,59.0,4944.0,6.19,6.16,3.86 +43626,0.43,Ideal,G,IF,62.1,54.0,1433.0,4.83,4.87,3.01 +24222,1.75,Premium,I,VS1,60.6,60.0,12416.0,7.8,7.84,4.74 +37319,0.35,Ideal,G,IF,62.6,57.0,979.0,4.51,4.53,2.82 +42335,0.62,Ideal,J,VS1,62.3,54.0,1297.0,5.46,5.49,3.41 +45576,0.52,Premium,G,VS1,62.4,59.0,1689.0,5.13,5.16,3.21 +9293,0.79,Very Good,E,VVS1,62.8,60.0,4570.0,5.8,5.89,3.67 +41194,0.51,Good,D,SI2,57.7,60.0,1202.0,5.31,5.26,3.05 +32728,0.31,Ideal,F,VS2,61.3,57.0,802.0,4.34,4.3,2.65 +42793,0.42,Ideal,D,VS1,62.3,57.0,1350.0,4.8,4.76,2.98 +47505,0.74,Fair,E,I1,58.2,65.0,1865.0,6.03,5.89,3.47 +46068,0.54,Ideal,G,SI1,61.9,55.0,1736.0,5.24,5.26,3.25 +26282,1.19,Very Good,D,VVS1,59.4,56.0,15767.0,6.95,7.0,4.14 +24826,2.01,Premium,J,SI1,63.0,57.0,13219.0,8.07,8.0,5.06 +21021,1.34,Ideal,G,VS2,61.9,56.0,9233.0,7.05,7.1,4.38 +12447,1.3,Premium,I,VS2,60.3,60.0,5242.0,7.01,6.99,4.22 +22340,1.24,Premium,G,VVS2,59.9,60.0,10388.0,7.0,6.98,4.19 +43155,0.52,Ideal,E,SI1,60.1,59.0,1389.0,5.18,5.23,3.13 +17569,1.16,Premium,G,VS2,59.9,60.0,7074.0,6.85,6.88,4.11 +47072,0.52,Ideal,D,VS2,62.2,56.0,1822.0,5.13,5.16,3.2 +32550,0.27,Ideal,D,VVS1,62.2,56.0,799.0,4.15,4.12,2.57 +40114,0.41,Ideal,F,VVS2,61.9,55.0,1115.0,4.74,4.79,2.95 +17032,1.05,Very Good,E,VS2,61.6,58.0,6803.0,6.48,6.53,4.01 +15308,1.03,Ideal,G,VS2,59.6,57.0,6146.0,6.65,6.6,3.95 +16273,1.01,Good,E,VS1,64.6,58.0,6509.0,6.22,6.29,4.04 +40327,0.53,Ideal,I,SI1,61.6,56.6,1127.0,5.19,5.21,3.21 +36479,0.43,Ideal,H,VVS2,61.3,56.0,943.0,4.86,4.9,2.99 +30885,0.33,Ideal,E,SI1,62.5,55.0,743.0,4.45,4.42,2.77 +53317,0.72,Very Good,E,SI2,60.1,55.8,2651.0,5.83,5.85,3.51 +17134,1.1,Ideal,G,SI1,61.6,56.0,6837.0,6.62,6.65,4.08 +33659,0.35,Very Good,D,VVS2,60.0,58.0,835.0,4.57,4.59,2.75 +52039,0.71,Ideal,I,VVS1,61.2,57.0,2450.0,5.79,5.76,3.53 +25136,2.02,Very Good,J,VS2,59.3,60.0,13693.0,8.28,8.34,4.93 +34964,0.31,Premium,E,SI1,62.7,58.0,471.0,4.32,4.35,2.72 +2073,0.9,Very Good,G,SI2,63.3,59.0,3107.0,6.12,6.07,3.86 +22996,1.55,Premium,H,VS2,60.4,60.0,11048.0,7.39,7.44,4.48 +32306,0.28,Ideal,G,SI1,61.2,54.0,455.0,4.22,4.27,2.6 +35264,0.3,Ideal,E,VVS1,61.8,56.0,895.0,4.3,4.31,2.66 +25835,1.71,Premium,H,VVS2,61.4,59.0,14866.0,7.77,7.67,4.74 +31095,0.36,Very Good,G,VVS2,61.7,56.0,753.0,4.56,4.58,2.82 +28673,0.24,Ideal,F,VVS2,62.1,56.0,678.0,3.96,3.99,2.46 +29010,0.34,Very Good,H,VVS2,63.0,55.0,686.0,4.44,4.48,2.81 +1614,0.72,Ideal,E,SI1,60.3,55.0,3012.0,5.85,5.89,3.54 +3805,0.9,Very Good,F,SI2,63.4,60.0,3465.0,6.06,6.09,3.85 +26311,2.03,Very Good,F,SI2,59.8,56.0,15811.0,8.21,8.3,4.94 +858,1.04,Premium,I,I1,61.6,61.0,2870.0,6.47,6.45,3.98 +34014,0.3,Good,D,VVS1,64.3,57.0,848.0,4.27,4.32,2.76 +38602,0.4,Ideal,E,VS2,62.6,57.0,1038.0,4.7,4.68,2.93 +17549,1.51,Good,J,VS2,64.0,58.0,7062.0,7.27,7.24,4.64 +43400,0.59,Premium,F,SI1,61.7,60.0,1412.0,5.37,5.39,3.32 +39549,0.32,Ideal,G,VVS1,61.1,57.0,1080.0,4.43,4.41,2.7 +31505,0.34,Ideal,G,VS2,62.9,55.0,765.0,4.52,4.45,2.82 +41365,0.65,Premium,I,SI2,60.7,58.0,1219.0,5.65,5.62,3.42 +31094,0.33,Ideal,G,VVS2,62.7,55.0,752.0,4.41,4.46,2.78 +24656,1.7,Ideal,I,VS1,61.9,55.0,12996.0,7.65,7.72,4.75 +35874,0.41,Ideal,E,VVS2,62.0,55.0,918.0,4.73,4.79,2.95 +44826,0.55,Good,F,VS2,58.2,58.0,1624.0,5.42,5.46,3.16 +25932,2.04,Very Good,G,SI2,61.4,58.0,15092.0,8.04,8.11,4.96 +9844,1.05,Ideal,F,SI2,60.9,56.0,4675.0,6.64,6.56,4.02 +7971,1.04,Ideal,H,SI2,60.3,57.0,4323.0,6.54,6.59,3.96 +45824,0.55,Ideal,I,VVS1,62.7,57.0,1712.0,5.23,5.17,3.26 +47819,0.5,Very Good,G,VVS2,62.9,55.0,1904.0,5.05,5.09,3.19 +36067,0.52,Ideal,J,SI2,61.6,55.0,924.0,5.16,5.19,3.19 +49292,0.33,Ideal,H,VS2,61.8,54.0,539.0,4.45,4.48,2.76 +5408,1.0,Fair,H,VS2,64.8,55.0,3819.0,6.35,6.28,4.09 +37542,0.39,Ideal,F,VVS2,62.1,55.0,988.0,4.7,4.74,2.93 +16714,0.31,Ideal,H,VVS2,62.2,54.0,609.0,4.36,4.38,2.72 +7275,1.0,Very Good,H,SI2,63.3,57.0,4200.0,6.37,6.3,4.01 +32334,0.36,Very Good,E,VS2,60.3,62.0,789.0,4.56,4.59,2.76 +14807,1.11,Ideal,E,SI2,60.6,56.0,5962.0,6.76,6.78,4.1 +36163,0.38,Ideal,G,VVS2,62.2,54.3,929.0,4.63,4.66,2.89 +1259,0.7,Ideal,H,VVS1,60.5,58.0,2947.0,5.76,5.81,3.5 +29690,0.4,Very Good,E,SI1,62.8,59.0,707.0,4.7,4.73,2.96 +9661,1.01,Very Good,H,SI1,63.3,58.0,4642.0,6.4,6.37,4.04 +48426,0.51,Premium,F,VS1,61.7,58.0,1971.0,5.11,5.07,3.14 +53737,0.7,Ideal,G,VS2,62.3,57.0,2723.0,5.66,5.7,3.54 +25581,1.52,Premium,G,VS1,61.9,58.0,14424.0,7.38,7.35,4.56 +21297,1.5,Very Good,E,SI2,63.5,59.0,9450.0,7.28,7.25,4.61 +37667,0.42,Premium,E,SI1,62.5,55.0,992.0,4.83,4.8,3.01 +30051,0.41,Very Good,G,SI1,60.3,60.0,719.0,4.76,4.8,2.88 +17168,1.01,Ideal,G,VS2,61.0,56.0,6855.0,6.46,6.49,3.95 +53605,0.81,Very Good,I,SI1,60.3,58.0,2701.0,6.0,6.04,3.63 +53371,0.67,Premium,G,VVS2,60.1,60.0,2658.0,5.66,5.58,3.38 +27646,2.01,Good,G,SI1,63.1,59.0,18572.0,7.98,8.03,5.05 +27204,2.05,Premium,H,SI1,60.2,58.0,17521.0,8.25,8.22,4.96 +50804,0.6,Ideal,E,VS1,62.2,56.0,2306.0,5.36,5.44,3.36 +29623,0.34,Ideal,H,SI1,61.4,55.0,440.0,4.51,4.55,2.78 +9217,0.91,Very Good,D,SI1,62.8,59.0,4556.0,6.17,6.21,3.89 +52948,0.7,Very Good,E,VS2,62.5,57.0,2593.0,5.64,5.68,3.54 +23761,1.41,Ideal,G,VS1,62.6,56.0,11817.0,7.15,7.2,4.49 +48067,0.7,Ideal,F,I1,62.1,57.0,1928.0,5.67,5.64,3.52 +34987,0.34,Premium,F,VS2,62.6,58.0,880.0,4.49,4.46,2.8 +13879,1.14,Ideal,D,SI2,61.4,56.0,5650.0,6.77,6.69,4.13 +45643,0.25,Ideal,G,VVS2,62.1,57.0,525.0,4.01,4.07,2.5 +50962,0.54,Premium,D,VVS2,59.1,60.0,2323.0,5.36,5.34,3.16 +18894,1.64,Very Good,J,SI2,62.0,59.0,7750.0,7.47,7.52,4.65 +41242,0.46,Premium,E,VS2,60.2,60.0,1208.0,5.01,4.96,3.0 +43866,0.5,Ideal,G,VS2,61.7,54.0,1449.0,5.14,5.16,3.18 +41538,0.42,Ideal,D,VS1,62.1,56.0,1235.0,4.82,4.78,2.98 +918,0.84,Ideal,G,SI2,62.3,55.0,2879.0,6.08,6.03,3.77 +4226,0.6,Ideal,D,VVS1,61.6,56.0,3570.0,5.41,5.43,3.34 +6971,1.0,Fair,H,SI1,56.3,63.0,4150.0,6.63,6.61,3.73 +961,0.71,Very Good,E,VS2,61.2,58.0,2891.0,5.71,5.79,3.52 +7071,0.33,Very Good,G,VS2,60.8,62.0,579.0,4.42,4.46,2.7 +42192,0.53,Fair,E,SI1,56.2,64.0,1286.0,5.43,5.41,3.05 +50515,0.7,Very Good,I,VS2,62.3,58.0,2273.0,5.58,5.65,3.5 +22550,1.5,Very Good,H,VS1,63.4,56.0,10584.0,7.29,7.25,4.61 +42206,0.52,Good,H,VS2,63.7,54.0,1289.0,5.09,5.12,3.25 +49775,0.62,Very Good,G,VS1,60.1,58.0,2161.0,5.52,5.54,3.32 +41286,0.42,Premium,D,VVS2,59.6,59.0,1210.0,4.96,4.9,2.94 +15994,1.06,Ideal,F,VS2,60.5,57.0,6399.0,6.6,6.58,3.99 +39981,0.41,Premium,I,VVS1,62.0,56.0,1107.0,4.77,4.75,2.95 +34869,0.3,Premium,G,VVS2,61.6,60.0,878.0,4.27,4.24,2.62 +45186,0.51,Ideal,E,VS2,61.7,54.0,1656.0,5.13,5.18,3.18 +1708,0.61,Ideal,D,VVS2,62.4,58.0,3036.0,5.38,5.42,3.37 +4144,0.9,Ideal,I,VS1,62.4,57.0,3545.0,6.17,6.21,3.86 +44913,0.53,Ideal,F,VS2,61.8,55.0,1631.0,5.19,5.23,3.22 +34654,0.31,Ideal,E,VS2,61.8,56.0,872.0,4.36,4.34,2.69 +19607,1.25,Ideal,G,SI1,60.7,56.0,8226.0,6.98,7.05,4.26 +31447,0.4,Very Good,I,SI1,63.2,54.0,765.0,4.69,4.67,2.96 +31101,0.3,Ideal,G,VVS1,62.2,56.0,753.0,4.27,4.31,2.67 +26554,2.66,Good,H,SI2,63.8,57.0,16239.0,8.71,8.65,5.54 +19677,1.51,Ideal,G,SI1,61.6,56.0,8283.0,7.34,7.25,4.5 +49511,0.7,Good,F,SI1,63.8,58.0,2121.0,5.56,5.67,3.58 +22549,1.5,Premium,H,VS1,59.3,61.0,10584.0,7.53,7.47,4.45 +24009,1.5,Very Good,D,SI1,61.0,59.0,12179.0,7.33,7.39,4.49 +31959,0.31,Ideal,I,VS2,62.3,54.0,452.0,4.37,4.4,2.73 +26568,2.0,Premium,G,SI2,61.8,58.0,16262.0,8.05,7.99,4.96 +14057,0.3,Premium,F,VS2,61.4,60.0,605.0,4.29,4.34,2.65 +29572,0.41,Very Good,E,SI1,59.3,61.0,705.0,4.8,4.84,2.86 +40430,0.4,Ideal,J,VVS1,61.9,56.0,1136.0,4.74,4.79,2.95 +24593,1.51,Very Good,G,VS2,63.5,59.0,12906.0,7.2,7.13,4.55 +47734,0.7,Very Good,I,SI1,63.2,59.0,1890.0,5.59,5.62,3.54 +51264,0.97,Ideal,I,I1,61.6,53.0,2357.0,6.43,6.4,3.95 +44743,0.53,Ideal,F,VS1,61.6,55.0,1619.0,5.21,5.24,3.22 +6223,1.0,Good,E,SI2,60.5,61.0,4004.0,6.31,6.38,3.84 +12847,1.03,Ideal,F,SI1,62.8,56.0,5356.0,6.38,6.46,4.03 +36073,0.4,Good,D,SI1,63.6,57.0,924.0,4.7,4.67,2.98 +17539,1.5,Premium,F,SI2,62.4,58.0,7056.0,7.31,7.24,4.54 +36955,0.33,Ideal,I,VS2,62.3,54.0,480.0,4.45,4.48,2.78 +26656,2.13,Very Good,G,SI2,57.9,60.0,16462.0,8.41,8.56,4.91 +27826,0.34,Premium,D,SI2,60.8,60.0,650.0,4.53,4.49,2.74 +15716,0.36,Premium,G,SI2,62.4,58.0,608.0,4.58,4.56,2.85 +3312,0.9,Very Good,D,SI2,58.1,60.0,3371.0,6.24,6.26,3.63 +52585,0.7,Very Good,G,VS2,59.3,60.0,2539.0,5.77,5.83,3.43 +52707,0.74,Fair,H,VS2,66.1,61.0,2553.0,5.6,5.57,3.69 +28669,0.32,Premium,E,VS1,61.3,58.0,677.0,4.36,4.39,2.68 +4245,0.84,Good,E,SI1,61.9,61.0,3577.0,6.03,6.05,3.74 +18358,1.51,Fair,E,SI1,67.2,53.0,7468.0,7.15,7.1,4.79 +43110,0.6,Ideal,E,SI2,62.5,57.0,1385.0,5.37,5.39,3.36 +28676,0.24,Ideal,F,VVS1,62.0,56.0,678.0,3.99,4.01,2.48 +48480,0.56,Ideal,G,VVS2,61.2,55.0,1979.0,5.35,5.37,3.28 +6622,1.12,Premium,G,SI2,61.2,58.0,4084.0,6.67,6.69,4.09 +14780,1.2,Premium,G,SI1,61.5,61.0,5947.0,6.84,6.78,4.19 +24636,2.14,Premium,I,SI2,62.1,58.0,12970.0,8.31,8.23,5.13 +23615,1.51,Good,G,VS2,64.2,54.0,11640.0,7.18,7.27,4.64 +44379,0.52,Ideal,H,VVS2,61.8,57.0,1581.0,5.16,5.19,3.2 +48179,0.54,Ideal,H,VVS1,61.7,57.0,1944.0,5.24,5.23,3.23 +23350,0.3,Ideal,I,SI1,61.7,57.0,422.0,4.3,4.32,2.66 +53928,0.79,Good,F,SI1,58.1,59.0,2756.0,6.06,6.13,3.54 +21765,1.52,Premium,E,SI2,58.1,60.0,9831.0,7.59,7.53,4.39 +53449,0.73,Very Good,F,SI1,61.4,60.0,2675.0,5.74,5.76,3.53 +24595,2.0,Ideal,I,VS1,62.3,56.0,12907.0,8.08,8.03,5.02 +15677,1.23,Ideal,E,SI2,61.2,55.0,6288.0,6.92,7.01,4.26 +6299,0.91,Ideal,I,VS1,61.9,56.0,4022.0,6.2,6.23,3.85 +35883,0.32,Ideal,G,IF,62.3,53.0,918.0,4.41,4.45,2.76 +37006,0.33,Ideal,H,VVS1,61.7,56.0,965.0,4.48,4.46,2.76 +49842,0.71,Premium,H,VS2,61.3,58.0,2169.0,5.76,5.82,3.55 +38505,0.44,Premium,G,VS1,62.3,59.0,1031.0,4.87,4.82,3.02 +50595,0.81,Very Good,J,VS2,60.4,59.0,2283.0,6.04,6.11,3.67 +43577,0.41,Ideal,E,VVS1,60.7,57.0,1431.0,4.85,4.8,2.93 +16807,1.01,Premium,H,IF,62.1,59.0,6702.0,6.47,6.41,4.0 +47382,0.54,Ideal,G,VS1,61.8,54.0,1847.0,5.24,5.22,3.23 +25367,0.28,Very Good,D,VVS1,60.4,59.0,642.0,4.23,4.25,2.56 +36619,0.34,Premium,E,SI2,59.9,59.0,477.0,4.55,4.57,2.73 +47923,0.56,Premium,G,VS1,60.5,59.0,1915.0,5.31,5.26,3.2 +37230,0.4,Ideal,E,VS2,62.9,55.0,975.0,4.74,4.73,2.98 +30405,0.32,Ideal,G,VVS2,61.4,55.0,730.0,4.4,4.43,2.71 +6481,1.06,Very Good,G,SI2,63.4,61.0,4057.0,6.46,6.37,4.07 +30009,0.43,Very Good,H,SI1,61.5,58.0,716.0,4.8,4.86,2.97 +1199,0.91,Premium,H,SI1,60.2,52.0,2935.0,6.27,6.15,3.74 +31553,0.38,Ideal,F,SI1,61.7,56.0,766.0,4.68,4.72,2.9 +1671,0.65,Very Good,D,VVS2,57.7,60.0,3025.0,5.69,5.74,3.3 +22020,1.5,Premium,E,SI2,61.2,59.0,10080.0,7.41,7.36,4.52 +9988,1.12,Premium,I,SI1,60.8,57.0,4704.0,6.76,6.7,4.09 +20097,1.26,Ideal,E,SI1,61.5,59.0,8574.0,6.92,6.96,4.27 +36568,0.3,Premium,G,VVS1,62.6,62.0,945.0,4.26,4.21,2.65 +17286,1.03,Ideal,F,VS2,61.2,54.0,6922.0,6.56,6.51,4.0 +49240,0.58,Good,F,VS1,62.2,62.0,2084.0,5.37,5.44,3.36 +22202,1.31,Ideal,F,VS2,59.6,60.0,10243.0,7.06,7.16,4.24 +46286,0.59,Ideal,E,VS2,61.4,56.0,1755.0,5.33,5.42,3.3 +45441,0.56,Ideal,F,VS2,61.6,56.0,1672.0,5.28,5.31,3.26 +17857,1.0,Very Good,F,VS1,60.4,59.0,7204.0,6.4,6.51,3.9 +52800,0.71,Very Good,E,SI1,60.3,58.0,2570.0,5.8,5.85,3.51 +49427,0.7,Very Good,H,SI1,62.7,56.0,2107.0,5.6,5.62,3.52 +16288,1.01,Very Good,E,VS2,63.3,60.0,6516.0,6.33,6.3,4.0 +34305,0.34,Ideal,F,VVS1,61.1,57.0,858.0,4.55,4.58,2.79 +2643,0.81,Premium,F,SI1,61.0,59.0,3230.0,6.01,5.99,3.66 +2685,0.77,Very Good,G,VS1,60.9,55.0,3243.0,5.9,5.96,3.61 +41842,0.4,Good,D,VS1,56.3,59.0,1254.0,4.94,4.97,2.79 +13796,1.19,Premium,H,SI1,61.2,60.0,5622.0,6.85,6.8,4.18 +49944,0.71,Very Good,H,SI1,62.2,56.0,2188.0,5.72,5.76,3.57 +35585,0.35,Premium,F,VS2,61.8,58.0,906.0,4.52,4.48,2.78 +38165,0.34,Ideal,G,IF,61.9,54.0,1014.0,4.46,4.49,2.77 +24216,2.01,Premium,J,SI2,62.0,59.0,12403.0,8.04,8.1,5.0 +7818,1.0,Very Good,D,SI2,63.5,59.0,4295.0,6.35,6.32,4.02 +53617,0.3,Very Good,D,SI1,62.1,58.0,552.0,4.25,4.28,2.65 +21855,1.24,Premium,D,VS2,59.3,58.0,9916.0,7.09,7.03,4.19 +25618,1.53,Premium,F,VS2,58.5,60.0,14483.0,7.62,7.56,4.44 +36723,0.43,Ideal,G,VVS2,62.0,55.0,954.0,4.86,4.89,3.02 +40764,0.55,Ideal,J,VS2,62.6,57.0,1165.0,5.21,5.17,3.25 +11604,1.24,Very Good,J,SI1,61.6,60.0,5045.0,6.89,6.95,4.26 +4585,0.95,Premium,H,SI2,58.8,60.0,3652.0,6.45,6.38,3.77 +6443,1.01,Very Good,I,SI2,63.7,56.0,4047.0,6.33,6.38,4.05 +26911,1.52,Ideal,E,VS1,62.4,54.0,16916.0,7.32,7.39,4.59 +48,0.32,Good,H,SI2,63.8,56.0,403.0,4.36,4.38,2.79 +22157,1.58,Ideal,I,VS2,61.4,55.0,10197.0,7.49,7.55,4.62 +46361,0.63,Fair,H,VS1,57.3,62.5,1760.0,5.65,5.7,3.25 +13307,1.02,Good,D,SI1,63.3,58.0,5497.0,6.35,6.39,4.03 +29179,0.3,Ideal,F,VVS2,62.1,57.0,694.0,4.25,4.28,2.65 +39658,0.42,Premium,H,VS1,61.7,59.0,1087.0,4.83,4.76,2.96 +20382,0.31,Ideal,F,VS2,62.0,56.0,625.0,4.35,4.39,2.71 +37673,0.42,Premium,E,SI1,62.8,59.0,992.0,4.78,4.74,2.99 +21652,1.5,Ideal,E,SI1,62.4,56.0,9744.0,7.36,7.31,4.58 +8436,0.77,Ideal,D,VS1,62.3,56.0,4407.0,5.83,5.89,3.65 +11183,1.07,Ideal,F,SI2,61.6,56.0,4954.0,0.0,6.62,0.0 +6940,1.0,Fair,E,SI1,66.3,62.0,4140.0,6.27,6.06,4.09 +17798,1.15,Very Good,G,VS2,60.1,60.0,7175.0,6.75,6.8,4.08 +1441,0.7,Very Good,F,VS1,62.1,57.0,2975.0,5.69,5.72,3.54 +21907,1.58,Ideal,I,SI2,60.9,59.0,9973.0,7.48,7.55,4.58 +21247,1.21,Ideal,F,VS2,61.3,56.0,9397.0,6.86,6.91,4.22 +43611,0.34,Very Good,D,SI2,60.7,61.0,507.0,4.45,4.51,2.72 +46508,0.51,Ideal,D,VS1,62.4,57.0,1779.0,5.09,5.13,3.19 +13521,1.2,Good,E,SI2,63.3,55.0,5544.0,6.73,6.77,4.27 +11816,1.11,Premium,F,SI1,60.4,61.0,5091.0,6.72,6.65,4.04 +11071,1.01,Ideal,E,SI2,61.9,56.0,4921.0,6.46,6.43,3.99 +16604,1.02,Very Good,F,VS2,59.9,56.0,6632.0,6.56,6.6,3.94 +3231,1.05,Premium,H,SI2,62.8,56.0,3352.0,6.54,6.47,4.08 +10907,1.06,Good,I,VS1,58.8,62.0,4887.0,6.65,6.72,3.93 +45211,0.51,Ideal,G,VS1,62.0,56.0,1656.0,5.06,5.16,3.17 +23864,1.36,Ideal,G,VVS2,61.1,57.0,11956.0,7.2,7.14,4.38 +12604,1.33,Premium,F,SI2,60.7,62.0,5288.0,7.12,7.07,4.31 +45998,0.54,Ideal,G,VS1,61.8,56.0,1724.0,5.21,5.26,3.24 +47248,0.5,Ideal,G,VVS2,62.2,56.0,1842.0,5.08,5.11,3.17 +16899,1.0,Very Good,D,VS2,59.6,60.0,6745.0,6.52,6.57,3.9 +11022,1.1,Premium,H,SI1,61.6,56.0,4916.0,6.66,6.61,4.09 +34918,0.34,Ideal,F,VS2,62.1,56.0,880.0,4.51,4.47,2.79 +42288,0.25,Good,E,VVS2,61.2,62.0,505.0,4.04,4.07,2.48 +22148,2.01,Good,I,SI1,64.1,60.0,10184.0,7.92,7.88,5.06 +32765,0.34,Ideal,D,SI1,60.6,56.0,803.0,4.54,4.51,2.74 +8865,0.9,Ideal,G,VS2,62.0,57.0,4482.0,6.22,6.19,3.85 +53938,0.7,Very Good,D,SI1,62.8,60.0,2757.0,5.66,5.68,3.56 +1841,0.9,Fair,F,SI2,65.7,63.0,3062.0,6.01,5.96,3.93 +20843,1.51,Very Good,G,SI2,62.4,56.0,9069.0,7.25,7.29,4.54 +17106,1.19,Very Good,H,VS2,61.1,58.0,6819.0,6.78,6.83,4.16 +4377,1.13,Ideal,F,I1,62.2,55.0,3607.0,6.68,6.63,4.14 +50853,0.7,Very Good,F,SI1,61.4,59.0,2312.0,5.67,5.7,3.49 +52681,0.59,Ideal,F,VVS2,62.1,57.0,2551.0,5.37,5.38,3.34 +24895,2.01,Very Good,I,SI2,61.8,58.0,13323.0,8.01,8.05,4.96 +7847,0.8,Very Good,E,VVS2,62.9,59.0,4304.0,5.88,5.95,3.72 +28517,0.31,Ideal,D,VS1,62.0,57.0,673.0,4.33,4.35,2.69 +33201,0.3,Fair,G,VVS2,64.4,58.0,819.0,4.21,4.17,2.7 +24085,1.7,Very Good,H,VS2,63.3,57.0,12228.0,7.59,7.54,4.79 +37475,0.42,Premium,G,VS1,62.4,59.0,984.0,4.8,4.78,2.99 +2360,0.7,Ideal,H,VVS1,60.2,57.0,3175.0,5.78,5.82,3.49 +8356,1.02,Ideal,F,SI2,62.4,57.0,4398.0,6.43,6.4,4.0 +5349,0.9,Very Good,D,SI1,62.4,63.0,3812.0,6.13,6.04,3.8 +15041,0.3,Premium,G,VS1,61.9,59.0,605.0,4.3,4.32,2.67 +11318,1.01,Good,E,SI1,63.3,58.0,4986.0,6.37,6.39,4.04 +27014,2.02,Ideal,H,SI1,62.4,58.0,17141.0,8.07,8.03,5.02 +36781,0.39,Very Good,G,VVS2,63.4,57.0,956.0,4.65,4.62,2.94 +38161,0.34,Ideal,E,VVS1,62.2,56.0,1014.0,4.44,4.46,2.77 +41466,0.41,Premium,G,VVS1,59.9,59.0,1230.0,4.83,4.79,2.88 +49922,0.73,Ideal,J,SI1,62.0,55.0,2184.0,5.75,5.86,3.6 +4497,0.9,Fair,G,SI1,64.5,57.0,3629.0,6.07,6.03,3.9 +34541,0.43,Ideal,H,VS1,62.3,57.0,868.0,4.81,4.84,3.0 +7245,1.11,Ideal,E,SI2,62.0,57.0,4196.0,6.67,6.63,4.12 +23427,1.23,Ideal,G,VVS1,61.4,55.0,11417.0,6.89,6.93,4.24 +23422,2.0,Premium,F,SI2,61.5,59.0,11413.0,8.03,7.95,4.92 +49040,0.66,Good,G,VS1,59.0,62.0,2055.0,5.66,5.72,3.35 +4091,0.9,Good,D,SI2,60.3,64.0,3534.0,6.1,6.14,3.69 +32426,0.35,Very Good,D,VS1,63.9,55.0,792.0,4.49,4.53,2.88 +36445,0.31,Ideal,D,VS2,62.1,54.0,942.0,4.36,4.34,2.7 +2242,1.06,Ideal,I,SI2,62.8,55.0,3146.0,6.51,6.46,4.07 +12410,1.01,Ideal,E,SI1,62.0,57.0,5235.0,6.38,6.45,3.98 +19549,1.02,Premium,D,VS1,61.3,58.0,8181.0,6.52,6.47,3.98 +48023,0.53,Ideal,G,VS1,61.3,57.0,1922.0,5.18,5.22,3.19 +44863,0.51,Very Good,H,VS1,62.3,56.0,1628.0,5.1,5.13,3.18 +7360,1.0,Good,G,SI1,63.9,58.0,4218.0,6.26,6.32,4.02 +41747,0.52,Good,G,SI1,63.3,57.0,1244.0,5.08,5.11,3.22 +34521,0.33,Premium,G,VVS1,62.1,58.0,868.0,4.4,4.43,2.74 +1908,1.0,Premium,H,SI2,59.4,60.0,3080.0,6.49,6.4,3.83 +17022,1.01,Ideal,F,VS2,60.3,56.0,6794.0,6.56,6.5,3.94 +43120,0.52,Premium,D,SI2,61.7,56.0,1385.0,5.17,5.14,3.18 +49042,0.5,Premium,E,VS1,61.9,59.0,2055.0,5.1,5.08,3.15 +42213,0.52,Good,H,VS2,63.5,58.0,1289.0,5.11,5.12,3.25 +51128,1.05,Premium,I,I1,61.8,56.0,2339.0,6.53,6.48,4.02 +44321,0.33,Premium,H,VS2,61.7,59.0,521.0,4.39,4.42,2.72 +20184,1.52,Premium,I,SI1,61.9,58.0,8631.0,7.42,7.37,4.58 +28194,0.4,Ideal,H,SI1,62.0,56.0,666.0,4.68,4.74,2.92 +30526,0.44,Good,H,SI1,63.5,57.0,733.0,4.82,4.85,3.07 +982,0.7,Very Good,F,VS1,61.8,59.0,2895.0,5.66,5.76,3.53 +13953,1.09,Premium,H,VS2,61.4,58.0,5677.0,6.64,6.58,4.06 +10769,0.9,Ideal,E,SI1,61.1,56.0,4854.0,6.21,6.23,3.8 +27276,2.0,Very Good,G,SI1,63.0,55.0,17724.0,7.96,8.1,5.06 +38003,0.43,Premium,G,VS1,62.2,59.0,1008.0,4.84,4.81,3.0 +8816,1.02,Very Good,H,SI1,61.9,61.0,4476.0,6.34,6.42,3.95 +11939,1.03,Premium,H,SI1,62.5,59.0,5129.0,6.46,6.41,4.02 +22274,1.52,Premium,H,SI1,60.1,60.0,10330.0,7.47,7.45,4.48 +31313,0.32,Ideal,D,VS2,62.2,55.0,758.0,4.37,4.41,2.73 +13914,1.01,Ideal,H,SI1,61.3,57.0,5664.0,6.44,6.46,3.95 +10469,1.21,Very Good,I,SI2,59.9,58.0,4791.0,6.91,6.94,4.15 +11779,1.83,Fair,J,I1,70.0,58.0,5083.0,7.34,7.28,5.12 +12776,1.12,Premium,G,SI1,59.8,58.0,5329.0,6.79,6.76,4.05 +17166,2.0,Good,G,I1,63.9,58.0,6854.0,7.99,7.91,5.08 +43824,0.51,Good,E,SI1,63.9,56.0,1443.0,5.11,5.07,3.25 +45804,0.5,Premium,F,VS1,61.8,60.0,1710.0,5.06,5.1,3.14 +41474,0.41,Ideal,D,VS1,62.8,57.0,1230.0,4.76,4.73,2.98 +45347,0.59,Ideal,E,SI1,62.4,55.0,1664.0,5.34,5.39,3.35 +48137,0.7,Very Good,F,SI2,59.9,59.0,1940.0,5.75,5.81,3.46 +8354,1.0,Premium,G,SI2,61.8,58.0,4398.0,6.43,6.39,3.96 +41667,0.31,Ideal,E,IF,60.4,56.0,1239.0,4.43,4.38,2.66 +38358,0.33,Ideal,F,VVS1,62.4,55.0,1021.0,4.42,4.4,2.75 +28728,0.31,Ideal,E,VS2,61.6,57.0,680.0,4.35,4.38,2.69 +13413,1.02,Ideal,E,SI1,62.3,54.0,5509.0,6.45,6.49,4.03 +14965,1.01,Premium,G,VS2,61.6,58.0,6027.0,6.45,6.4,3.96 +42363,0.61,Ideal,F,SI2,62.3,57.0,1303.0,5.38,5.44,3.37 +43416,0.57,Very Good,D,SI2,62.9,57.0,1413.0,5.26,5.3,3.32 +9374,0.32,Ideal,D,SI1,61.9,57.0,589.0,4.36,4.4,2.71 +2648,0.83,Ideal,E,SI1,62.7,57.0,3231.0,5.96,6.01,3.75 +53579,0.7,Fair,E,SI1,64.4,53.0,2697.0,5.61,5.57,3.6 +47928,0.56,Ideal,E,VS2,61.9,55.0,1915.0,5.34,5.29,3.29 +33223,0.39,Premium,I,VVS1,61.5,59.0,821.0,4.67,4.7,2.88 +46297,0.3,Premium,I,VVS2,61.0,60.0,526.0,4.3,4.36,2.64 +26146,2.0,Ideal,H,VS2,62.4,55.0,15451.0,8.03,7.94,4.99 +7745,1.24,Premium,E,SI2,60.8,57.0,4278.0,6.98,6.94,4.23 +3448,1.01,Ideal,E,I1,62.0,57.0,3388.0,6.37,6.41,3.96 +30676,0.4,Premium,E,SI1,61.3,59.0,737.0,4.69,4.74,2.89 +13312,1.01,Ideal,G,SI1,61.1,58.0,5497.0,6.43,6.49,3.95 +24453,2.03,Very Good,I,SI2,61.2,55.0,12714.0,8.14,8.26,5.02 +25985,1.62,Premium,G,VS1,59.4,58.0,15188.0,7.74,7.68,4.58 +1534,0.7,Premium,G,VVS2,60.2,61.0,2999.0,5.74,5.66,3.43 +52916,0.7,Premium,D,SI1,59.8,57.0,2589.0,5.79,5.74,3.45 +33650,0.32,Ideal,D,VVS2,61.7,57.0,834.0,4.39,4.42,2.72 +34893,0.31,Ideal,D,VS2,61.8,56.0,879.0,4.39,4.35,2.7 +8705,0.28,Very Good,G,VVS1,61.9,55.0,586.0,4.18,4.2,2.6 +43919,0.31,Ideal,I,VS1,61.3,55.6,513.0,4.37,4.4,2.69 +39269,0.38,Premium,G,VS1,61.9,59.0,1069.0,4.67,4.63,2.88 +50231,0.7,Ideal,I,VS2,62.2,55.0,2232.0,5.66,5.69,3.53 +19509,1.28,Premium,G,VS2,62.1,60.0,8139.0,6.95,6.89,4.3 +34024,0.35,Ideal,G,VVS1,61.7,55.0,849.0,4.54,4.57,2.81 +2680,0.77,Very Good,G,VS1,62.3,58.0,3240.0,5.82,5.86,3.64 +11972,1.01,Ideal,F,SI1,62.3,55.0,5140.0,6.37,6.44,3.99 +48552,0.51,Premium,E,VS1,61.6,57.0,1989.0,5.13,5.1,3.15 +10035,0.24,Very Good,F,VS1,62.0,56.0,417.0,3.94,3.99,2.46 +31408,0.3,Ideal,G,VVS1,61.8,56.0,764.0,4.32,4.36,2.68 +8696,1.0,Ideal,H,SI2,61.5,55.6,4459.0,6.41,6.48,3.96 +40767,0.37,Fair,F,IF,52.3,61.0,1166.0,4.96,4.91,2.58 +38265,0.27,Ideal,H,SI1,61.3,55.0,383.0,4.17,4.21,2.57 +45879,0.59,Premium,G,VS2,62.6,56.0,1717.0,5.39,5.34,3.36 +30658,0.38,Ideal,I,VVS2,61.7,56.0,737.0,4.67,4.7,2.89 +44663,0.35,Ideal,D,SI2,62.4,55.0,522.0,4.53,4.54,2.83 +50431,0.74,Very Good,G,SI2,62.8,59.0,2262.0,5.71,5.76,3.6 +34566,0.38,Very Good,D,VS2,58.7,61.0,871.0,4.74,4.77,2.79 +45252,0.54,Good,E,VS2,63.3,55.0,1660.0,5.2,5.26,3.31 +1098,1.0,Fair,I,SI1,66.0,56.0,2912.0,6.31,6.24,4.13 +47095,0.54,Ideal,E,VS2,61.1,57.0,1825.0,5.24,5.26,3.21 +8807,1.01,Good,H,SI1,60.5,56.0,4475.0,6.43,6.49,3.91 +45494,0.52,Ideal,D,VS2,62.0,56.0,1679.0,5.17,5.19,3.21 +30008,0.43,Very Good,D,SI2,61.1,58.0,716.0,4.86,4.9,2.98 +23313,1.5,Very Good,D,SI1,63.5,57.0,11352.0,7.23,7.28,4.61 +36284,0.32,Ideal,D,SI2,62.4,54.0,477.0,4.38,4.4,2.74 +49433,0.73,Premium,H,SI1,62.2,57.0,2107.0,5.8,5.77,3.6 +41,0.33,Ideal,I,SI2,61.2,56.0,403.0,4.49,4.5,2.75 +9513,1.22,Good,J,SI1,63.8,57.0,4612.0,6.77,6.72,4.3 +18066,1.04,Ideal,G,VS1,61.7,57.0,7294.0,6.47,6.53,4.01 +35483,0.31,Ideal,E,VVS1,61.0,57.0,903.0,4.39,4.37,2.67 +43396,0.5,Ideal,E,SI1,61.6,55.0,1410.0,5.09,5.13,3.15 +6503,0.97,Fair,F,SI1,56.4,66.0,4063.0,6.59,6.54,3.7 +28910,0.39,Very Good,G,SI1,62.4,58.0,684.0,4.67,4.72,2.93 +13297,1.03,Ideal,D,SI2,60.5,58.0,5491.0,6.52,6.58,3.96 +17102,1.06,Very Good,G,VS2,59.8,58.0,6818.0,6.64,6.7,3.99 +20880,1.59,Good,F,SI2,63.6,57.0,9100.0,7.43,7.39,4.71 +28283,0.23,Ideal,G,SI1,62.0,54.0,364.0,3.95,3.99,2.46 +40050,0.38,Premium,E,VS2,60.5,62.0,1112.0,4.74,4.65,2.84 +52559,0.7,Ideal,G,VS1,60.6,57.0,2535.0,5.75,5.7,3.47 +17534,1.0,Premium,F,VS1,62.7,55.0,7056.0,6.39,6.34,3.99 +8294,1.13,Very Good,J,SI1,63.5,59.0,4385.0,6.62,6.55,4.18 +11266,1.05,Very Good,H,VS1,63.4,57.0,4969.0,6.48,6.45,4.1 +47668,0.37,Ideal,G,SI1,61.1,56.0,531.0,4.64,4.66,2.84 +19536,1.02,Ideal,G,VVS1,61.5,57.0,8168.0,6.44,6.47,3.97 +13389,0.35,Premium,D,SI1,61.5,58.0,601.0,4.53,4.55,2.79 +33384,0.41,Ideal,G,VS2,62.2,57.0,827.0,4.71,4.74,2.94 +23512,1.4,Good,G,VVS2,63.4,59.0,11519.0,7.04,7.12,4.49 +22379,0.31,Very Good,H,VS2,63.1,58.0,628.0,4.32,4.27,2.71 +48899,0.63,Ideal,H,VS1,61.2,57.0,2040.0,5.5,5.55,3.37 +17850,1.0,Good,D,VS2,63.9,56.0,7200.0,6.34,6.31,4.04 +13331,1.21,Premium,I,VS2,62.2,59.0,5502.0,6.79,6.85,4.24 +42777,0.5,Premium,E,SI1,62.4,61.0,1348.0,5.1,4.98,3.15 +18081,1.01,Very Good,E,VS1,62.6,57.0,7306.0,6.28,6.37,3.96 +14974,1.57,Premium,J,SI2,59.6,56.0,6031.0,7.59,7.5,4.5 +1298,0.75,Good,F,VS1,64.4,59.0,2953.0,5.67,5.72,3.66 +42833,0.58,Ideal,D,SI2,61.7,54.0,1356.0,5.4,5.43,3.34 +40317,0.4,Ideal,E,VS1,62.2,55.0,1125.0,4.76,4.72,2.95 +35300,0.3,Very Good,H,VS2,62.5,58.0,473.0,4.26,4.28,2.67 +41897,0.55,Very Good,F,SI1,62.9,58.0,1260.0,5.23,5.26,3.3 +15625,1.01,Very Good,D,SI1,61.4,59.0,6270.0,6.37,6.43,3.93 +18992,1.41,Premium,F,SI2,62.7,56.0,7817.0,7.21,7.15,4.5 +30357,0.3,Very Good,D,VVS2,59.0,59.0,729.0,4.4,4.42,2.6 +13601,0.9,Ideal,G,VVS1,61.6,57.0,5564.0,6.24,6.16,3.82 +35091,0.3,Ideal,F,IF,62.1,57.0,886.0,4.29,4.31,2.67 +8710,0.39,Ideal,J,VS2,61.8,55.9,586.0,4.66,4.69,2.89 +41220,0.43,Ideal,G,VVS1,61.5,56.0,1207.0,4.85,4.87,2.99 +25731,1.51,Good,F,VVS2,63.7,58.0,14654.0,7.18,7.24,4.59 +33708,0.3,Ideal,E,VVS1,61.2,57.0,838.0,4.32,4.34,2.65 +25120,1.71,Premium,G,SI1,60.6,58.0,13666.0,7.79,7.75,4.71 +24151,1.51,Good,G,VS1,64.0,57.0,12319.0,7.31,7.2,4.64 +29642,0.35,Premium,F,VS2,62.0,59.0,706.0,4.51,4.55,2.81 +32613,0.33,Ideal,I,SI1,62.0,53.5,456.0,4.46,4.5,2.78 +36470,0.38,Ideal,G,VVS2,61.0,56.0,943.0,4.67,4.71,2.86 +19792,1.16,Very Good,G,VVS2,62.3,59.0,8361.0,6.69,6.72,4.18 +10322,1.03,Premium,D,SI2,62.5,54.0,4764.0,6.5,6.42,4.04 +34392,0.41,Very Good,F,VS2,62.8,58.0,863.0,4.69,4.73,2.96 +6852,1.0,Very Good,I,SI1,63.0,58.0,4125.0,6.3,6.33,3.98 +9795,1.01,Good,E,SI2,63.7,58.0,4666.0,6.32,6.36,4.04 +14673,1.32,Premium,I,SI2,58.4,60.0,5921.0,7.24,7.15,4.2 +46764,0.7,Very Good,I,SI2,63.5,56.0,1801.0,5.63,5.59,3.56 +47980,0.32,Ideal,E,SI1,62.1,54.0,532.0,4.4,4.42,2.74 +22771,1.53,Ideal,I,VS1,62.8,55.0,10796.0,7.4,7.35,4.63 +34989,0.34,Ideal,E,VS1,62.0,57.0,881.0,4.49,4.44,2.77 +30556,0.31,Premium,E,VS1,61.7,58.0,734.0,4.3,4.36,2.67 +11936,1.09,Premium,E,SI2,61.4,58.0,5127.0,6.67,6.63,4.08 +11068,0.34,Ideal,E,SI1,62.0,57.0,596.0,4.46,4.48,2.77 +47666,0.34,Ideal,G,SI1,61.9,55.5,531.0,4.49,4.54,2.79 +19169,1.25,Premium,D,SI1,62.4,58.0,7924.0,6.89,6.83,4.28 +34358,0.3,Very Good,G,IF,62.6,56.0,863.0,4.27,4.29,2.68 +37088,0.41,Ideal,E,SI1,62.1,54.0,969.0,4.81,4.76,2.97 +50821,0.71,Ideal,E,SI1,62.0,56.0,2308.0,5.72,5.77,3.56 +14092,1.1,Premium,F,SI1,59.5,59.0,5717.0,6.7,6.77,4.01 +26165,1.52,Ideal,E,VS2,62.4,55.0,15488.0,7.42,7.32,4.6 +27901,0.4,Good,G,SI1,63.4,58.0,655.0,4.66,4.71,2.97 +7378,0.76,Premium,F,IF,60.6,60.0,4223.0,5.85,5.89,3.56 +12597,1.08,Very Good,H,SI1,63.4,57.0,5286.0,6.54,6.51,4.14 +14440,1.14,Ideal,H,VS2,61.6,56.0,5831.0,6.68,6.72,4.13 +42751,0.51,Very Good,H,VS1,62.5,58.0,1343.0,5.09,5.12,3.19 +11701,0.34,Premium,E,SI1,60.7,60.0,596.0,4.48,4.51,2.73 +43189,0.51,Very Good,E,VS2,60.2,62.0,1393.0,5.16,5.27,3.14 +37547,0.39,Ideal,D,VS1,61.8,54.0,988.0,4.69,4.73,2.91 +33036,0.32,Ideal,G,VVS1,61.7,56.0,814.0,4.4,4.42,2.72 +30731,0.32,Ideal,E,VS1,62.2,54.0,739.0,4.39,4.42,2.74 +48445,0.51,Ideal,G,VVS2,61.8,56.0,1974.0,5.16,5.1,3.17 +42798,0.5,Very Good,G,VS2,60.9,58.0,1351.0,5.08,5.1,3.1 +43383,0.55,Ideal,F,SI1,62.4,55.0,1410.0,5.23,5.28,3.28 +28303,0.32,Ideal,I,SI1,60.7,57.0,432.0,4.42,4.47,2.7 +13007,1.19,Ideal,D,SI2,60.4,55.0,5406.0,6.89,6.91,4.17 +9450,1.0,Very Good,D,SI2,62.8,58.0,4595.0,6.29,6.39,3.98 +31298,0.32,Ideal,D,VS2,62.7,54.0,758.0,4.36,4.38,2.74 +28984,0.31,Ideal,D,VS2,59.4,57.0,685.0,4.45,4.5,2.66 +10743,1.05,Very Good,E,SI2,62.3,56.0,4851.0,6.47,6.54,4.05 +22029,0.39,Ideal,E,SI1,61.1,55.0,628.0,4.74,4.75,2.9 +23244,1.5,Premium,F,VS2,61.1,59.0,11255.0,7.37,7.35,4.5 +14376,0.3,Ideal,H,VVS2,61.5,56.0,605.0,4.33,4.35,2.67 +9062,1.0,Fair,E,SI2,65.2,59.0,4516.0,6.28,6.27,4.09 +6240,1.06,Premium,I,SI2,58.4,58.0,4007.0,6.7,6.65,3.9 +25416,2.36,Ideal,H,SI2,61.8,56.0,14146.0,8.57,8.53,5.28 +44613,0.53,Ideal,E,SI1,62.0,56.0,1607.0,5.19,5.17,3.21 +131,0.77,Ideal,H,VS2,62.0,56.0,2763.0,5.89,5.86,3.64 +20051,0.31,Premium,G,VS1,61.2,60.0,625.0,4.37,4.39,2.68 +48771,0.53,Ideal,E,VS1,61.6,55.6,2019.0,5.19,5.24,3.22 +44697,0.57,Ideal,G,VS2,60.7,55.0,1613.0,5.41,5.39,3.28 +24284,1.54,Premium,G,VS2,59.8,58.0,12522.0,7.45,7.49,4.47 +2274,0.8,Ideal,D,SI2,61.9,54.0,3154.0,6.0,5.95,3.7 +21377,0.31,Ideal,D,VS2,62.1,54.0,626.0,4.36,4.4,2.72 +20603,1.5,Ideal,I,SI1,61.8,57.0,8907.0,7.3,7.34,4.53 +52748,0.71,Ideal,H,VS1,62.4,56.0,2559.0,5.66,5.71,3.55 +30390,0.33,Ideal,H,VVS1,62.1,53.0,730.0,4.47,4.51,2.79 +51667,0.7,Ideal,H,VS2,62.4,56.0,2398.0,5.63,5.72,3.54 +17917,1.2,Ideal,H,VS2,62.4,56.6,7235.0,6.74,6.8,4.22 +34650,0.31,Ideal,E,VS2,62.0,55.0,872.0,4.37,4.34,2.7 +42977,0.41,Premium,E,VVS1,60.7,58.0,1367.0,4.8,4.86,2.93 +1721,0.32,Ideal,G,VS2,61.4,55.0,561.0,4.4,4.46,2.72 +32701,0.31,Ideal,F,VS2,62.0,56.0,802.0,4.39,4.35,2.71 +24422,1.5,Very Good,G,VS2,62.5,59.0,12672.0,7.23,7.27,4.53 +34771,0.41,Ideal,D,SI2,61.0,56.0,876.0,4.83,4.78,2.93 +45645,0.25,Ideal,G,VVS2,62.1,56.0,525.0,4.02,4.05,2.5 +23589,1.57,Very Good,H,VS1,62.8,60.0,11605.0,7.36,7.44,4.65 +24379,0.31,Ideal,E,VS1,60.1,55.0,638.0,4.42,4.53,2.69 +8233,0.93,Premium,F,SI1,62.3,58.0,4373.0,6.18,6.22,3.86 +24783,1.5,Ideal,G,VS2,62.2,54.0,13154.0,7.39,7.34,4.58 +44078,0.51,Very Good,F,VS2,63.1,59.0,1552.0,5.1,5.04,3.2 +50435,0.77,Very Good,I,VS2,63.4,58.0,2262.0,5.81,5.74,3.66 +28286,0.33,Ideal,J,SI2,62.4,54.0,366.0,4.43,4.45,2.77 +11295,1.0,Very Good,H,VS2,59.6,59.0,4978.0,6.47,6.54,3.88 +23644,1.45,Very Good,F,VS2,62.6,58.0,11667.0,7.12,7.2,4.48 +14639,1.13,Ideal,H,SI1,61.9,60.0,5911.0,6.63,6.65,4.11 +46731,0.51,Ideal,E,VS2,61.2,57.0,1795.0,5.13,5.16,3.15 +7809,0.85,Very Good,F,VS1,62.0,55.0,4293.0,6.08,6.14,3.78 +17374,0.32,Premium,G,SI1,62.8,56.0,612.0,4.36,4.34,2.73 +537,0.7,Very Good,D,SI1,62.3,59.0,2827.0,5.67,5.7,3.54 +30196,0.42,Premium,E,SI1,61.5,58.0,722.0,4.78,4.84,2.96 +7578,1.0,Very Good,F,SI2,62.9,56.0,4255.0,6.36,6.42,4.02 +15678,1.32,Ideal,J,VS2,62.3,57.0,6288.0,6.96,7.0,4.35 +29260,0.31,Ideal,G,VS2,61.4,57.0,698.0,4.45,4.35,2.7 +45993,0.7,Fair,E,SI2,58.7,68.0,1723.0,5.77,5.72,3.37 +16258,1.24,Ideal,F,SI2,61.4,58.0,6503.0,6.85,6.9,4.22 +42980,0.41,Ideal,G,IF,62.4,54.0,1367.0,4.74,4.78,2.97 +18785,1.75,Ideal,H,I1,61.6,56.0,7680.0,7.73,7.75,4.77 +38140,0.3,Premium,G,VVS1,62.8,58.0,1013.0,4.3,4.27,2.69 +51777,0.7,Ideal,F,SI1,62.6,55.0,2410.0,5.67,5.7,3.56 +29431,0.42,Premium,D,SI2,62.1,59.0,700.0,4.78,4.82,2.98 +28917,0.3,Premium,G,VVS2,62.0,58.0,684.0,4.26,4.29,2.65 +37118,0.44,Good,F,SI1,63.8,54.0,970.0,4.85,4.8,3.08 +42244,0.52,Ideal,D,SI2,61.2,57.0,1292.0,5.2,5.22,3.19 +27217,1.89,Ideal,H,VS1,61.6,56.0,17553.0,7.92,7.95,4.89 +2308,0.73,Ideal,H,VS2,61.0,56.0,3164.0,5.83,5.88,3.57 +32164,0.28,Ideal,F,IF,62.6,53.0,787.0,4.18,4.19,2.62 +30796,0.41,Ideal,I,VS2,62.0,57.0,742.0,4.74,4.77,2.95 +37888,0.47,Ideal,H,VS2,62.0,54.0,1006.0,4.99,5.01,3.1 +24338,1.74,Ideal,H,SI1,61.9,55.0,12605.0,7.71,7.74,4.78 +3154,0.71,Very Good,D,VS1,62.5,58.0,3333.0,5.68,5.71,3.56 +2294,0.63,Ideal,E,VVS1,62.4,56.0,3161.0,5.48,5.52,3.43 +18491,1.01,Good,G,VVS2,63.2,59.0,7528.0,6.34,6.38,4.02 +16649,1.22,Very Good,G,SI1,61.8,58.0,6656.0,6.82,6.88,4.23 +15179,1.01,Premium,F,VS2,62.7,58.0,6097.0,6.4,6.39,4.01 +17175,1.19,Ideal,D,SI1,62.0,57.0,6857.0,6.77,6.82,4.21 +21453,1.49,Very Good,H,VS2,62.7,60.0,9552.0,7.24,7.31,4.56 +16986,1.21,Ideal,H,VS1,62.7,56.0,6784.0,6.79,6.84,4.27 +50673,0.34,Ideal,D,IF,59.8,57.0,2287.0,4.57,4.59,2.74 +47420,0.57,Ideal,E,VS2,61.6,56.0,1851.0,5.33,5.38,3.3 +4757,0.96,Fair,F,SI2,65.2,58.0,3688.0,6.14,6.12,3.99 +20243,1.13,Ideal,F,VS1,61.1,56.0,8674.0,6.7,6.79,4.12 +38975,0.4,Ideal,E,VS1,61.2,57.0,1053.0,4.74,4.77,2.91 +44273,0.52,Ideal,E,VS2,61.7,57.0,1576.0,5.1,5.17,3.17 +47241,0.51,Good,E,VS1,61.3,63.0,1841.0,5.11,5.16,3.15 +42647,0.4,Ideal,E,VVS1,62.6,56.0,1333.0,4.7,4.73,2.95 +24568,2.03,Premium,J,SI1,62.1,59.0,12862.0,8.06,8.12,5.02 +11833,1.3,Premium,H,SI2,61.3,58.0,5096.0,6.99,6.95,4.27 +51108,0.7,Very Good,D,SI2,61.4,58.0,2337.0,5.7,5.74,3.51 +49541,0.7,Fair,E,SI1,65.1,56.0,2125.0,5.49,5.41,3.55 +31129,0.31,Very Good,H,VVS1,58.5,59.0,755.0,4.45,4.5,2.62 +15783,1.0,Good,E,VS2,64.1,54.0,6315.0,6.26,6.31,4.03 +19829,1.51,Ideal,I,SI1,59.4,61.0,8396.0,7.52,7.46,4.45 +3899,0.89,Premium,H,VS1,60.5,59.0,3489.0,6.22,6.17,3.75 +14035,1.07,Ideal,E,SI2,61.5,56.0,5704.0,6.61,6.58,4.06 +32058,0.33,Premium,I,VVS1,61.9,60.0,780.0,4.44,4.41,2.74 +9624,0.9,Premium,G,VS2,61.7,57.0,4637.0,6.21,6.11,3.8 +42256,0.52,Good,D,SI2,63.7,55.0,1293.0,5.11,5.1,3.25 +50614,0.25,Very Good,D,VS2,61.1,60.0,399.0,4.07,4.11,2.5 +13062,1.03,Ideal,E,SI1,62.0,55.0,5411.0,6.46,6.5,4.02 +47830,0.63,Premium,F,VS2,61.5,59.0,1905.0,5.53,5.5,3.39 +2279,0.8,Very Good,G,VS1,59.5,63.0,3158.0,6.11,6.05,3.61 +48672,0.5,Very Good,F,VVS2,61.9,56.0,2003.0,5.09,5.12,3.16 +9994,1.0,Premium,E,SI2,61.7,58.0,4704.0,6.39,6.34,3.93 +27351,2.08,Ideal,I,VS2,62.0,56.0,17916.0,8.16,8.18,5.06 +35174,0.31,Ideal,G,IF,61.4,56.0,891.0,4.38,4.41,2.7 +22269,1.23,Ideal,G,VVS2,62.7,56.0,10317.0,6.81,6.84,4.28 +33150,0.31,Premium,G,VVS1,61.2,59.0,816.0,4.32,4.34,2.65 +9897,0.9,Good,H,VS2,58.2,59.0,4685.0,6.36,6.33,3.69 +1860,0.8,Ideal,F,SI2,62.5,56.0,3066.0,5.94,5.99,3.73 +52758,0.71,Very Good,H,VS1,63.9,60.0,2562.0,5.54,5.6,3.56 +978,0.81,Very Good,E,SI2,62.4,57.0,2894.0,5.91,5.99,3.71 +46589,0.53,Ideal,E,VS2,60.9,56.0,1786.0,5.27,5.28,3.21 +31342,0.43,Very Good,D,SI1,62.9,56.0,760.0,4.78,4.83,3.02 +40008,0.41,Premium,F,VS2,62.8,58.0,1107.0,4.73,4.69,2.96 +37363,0.4,Premium,G,VVS2,61.1,58.0,982.0,4.74,4.76,2.9 +42354,0.32,Ideal,E,IF,61.2,57.0,1300.0,4.4,4.43,2.7 +48430,0.7,Ideal,H,SI2,63.1,54.0,1973.0,5.64,5.68,3.57 +39293,0.3,Ideal,H,VS2,62.3,54.0,491.0,4.31,4.36,2.7 +34265,0.31,Very Good,J,SI1,63.5,55.0,465.0,4.33,4.3,2.74 +9728,1.12,Premium,F,SI2,60.5,59.0,4654.0,6.79,6.73,4.09 +43610,0.34,Ideal,G,SI1,61.2,57.0,507.0,4.53,4.56,2.78 +46152,0.5,Premium,G,VS1,59.4,60.0,1746.0,5.17,5.13,3.06 +39304,0.44,Ideal,H,SI1,61.9,56.0,1069.0,4.91,4.87,3.03 +16410,1.0,Good,F,VS1,57.8,59.0,6552.0,6.57,6.59,3.8 +7029,0.83,Ideal,D,SI1,61.9,56.0,4159.0,6.01,6.04,3.73 +36610,0.32,Ideal,D,SI2,61.8,55.0,477.0,4.38,4.42,2.72 +4709,0.9,Ideal,F,SI2,62.3,57.0,3679.0,6.19,6.17,3.85 +6224,1.0,Very Good,E,SI2,58.8,62.0,4004.0,6.5,6.53,3.83 +12625,1.0,Fair,F,SI1,64.8,59.0,5292.0,6.29,6.24,4.06 +40931,0.3,Ideal,E,SI1,62.3,57.0,499.0,4.29,4.31,2.68 +5290,1.16,Ideal,I,SI2,62.4,55.0,3800.0,6.76,6.69,4.2 +41009,0.58,Ideal,H,SI1,61.6,57.0,1184.0,5.34,5.38,3.3 +1303,0.75,Ideal,D,SI1,62.3,57.0,2954.0,5.8,5.83,3.62 +2295,0.71,Premium,D,VS2,62.4,59.0,3161.0,5.73,5.68,3.56 +35997,0.42,Very Good,G,VS1,59.4,59.0,921.0,4.86,4.9,2.9 +17186,1.11,Premium,F,VS2,62.7,59.0,6863.0,6.58,6.62,4.14 +8781,1.0,Premium,H,SI1,62.7,60.0,4469.0,6.3,6.24,3.93 +40536,0.39,Ideal,F,VVS1,61.7,57.0,1148.0,4.68,4.71,2.89 +35430,0.32,Ideal,E,VS2,61.4,56.0,900.0,4.43,4.4,2.71 +41312,0.55,Good,G,SI1,63.6,61.0,1213.0,5.22,5.16,3.3 +8487,1.15,Very Good,H,SI2,61.4,58.0,4418.0,6.7,6.75,4.13 +33373,0.41,Very Good,G,VS2,61.7,61.0,827.0,4.7,4.74,2.91 +17586,1.14,Premium,G,VS2,60.9,57.0,7079.0,6.79,6.73,4.12 +13764,1.35,Good,I,VS2,59.2,65.0,5610.0,7.18,7.13,4.23 +4312,0.9,Very Good,H,SI1,61.9,59.0,3595.0,6.17,6.21,3.83 +3350,0.91,Premium,E,SI2,58.5,60.0,3379.0,6.34,6.31,3.7 +40182,0.51,Good,H,SI1,63.7,56.0,1119.0,5.07,5.1,3.24 +46628,0.3,Ideal,H,VS1,62.2,57.0,526.0,4.28,4.3,2.67 +35757,0.33,Very Good,F,VVS1,62.0,56.0,912.0,4.43,4.46,2.75 +19997,1.54,Very Good,I,VS2,62.0,58.0,8537.0,7.38,7.43,4.59 +33315,0.35,Ideal,D,SI1,61.6,57.0,827.0,4.55,4.54,2.8 +52007,0.81,Ideal,I,VS2,62.4,54.8,2444.0,5.98,6.01,3.75 +22081,1.31,Ideal,G,VS1,61.9,56.0,10099.0,7.03,7.13,4.38 +36047,0.31,Ideal,G,IF,62.7,57.0,924.0,4.31,4.34,2.71 +28829,0.41,Very Good,E,SI2,62.8,57.0,683.0,4.7,4.73,2.96 +24572,1.5,Good,E,SI1,64.2,55.0,12870.0,7.22,7.17,4.62 +39171,0.35,Premium,D,VS2,59.7,58.0,1063.0,4.61,4.57,2.74 +35672,0.4,Good,G,VS2,62.8,54.4,909.0,4.67,4.7,2.94 +30662,0.4,Ideal,E,SI1,61.8,56.0,737.0,4.71,4.74,2.92 +15615,1.0,Very Good,G,VS1,62.4,60.0,6263.0,6.37,6.39,3.98 +18192,1.09,Very Good,G,VS1,62.5,58.0,7378.0,6.49,6.59,4.09 +15075,1.03,Ideal,F,SI1,61.3,56.0,6059.0,6.51,6.55,4.0 +28624,0.33,Ideal,H,SI2,61.1,57.0,433.0,4.46,4.48,2.73 +3489,0.9,Good,I,VS2,62.5,59.0,3398.0,6.06,6.13,3.81 +36435,0.31,Ideal,D,VS2,61.5,56.0,942.0,4.37,4.35,2.68 +33988,0.42,Premium,H,VS1,61.6,58.0,847.0,4.79,4.82,2.96 +37049,0.31,Ideal,E,VS1,61.2,55.0,967.0,4.42,4.4,2.7 +53747,0.71,Very Good,D,SI1,61.1,56.0,2724.0,5.74,5.78,3.52 +7387,0.33,Very Good,H,VS1,59.7,59.0,579.0,4.52,4.53,2.7 +5235,0.9,Very Good,F,SI2,62.4,59.0,3787.0,6.1,6.17,3.83 +16706,0.3,Premium,H,SI1,61.2,60.0,421.0,4.29,4.31,2.63 +21128,1.58,Premium,F,SI2,62.3,60.0,9290.0,7.42,7.38,4.61 +5378,0.34,Premium,I,SI1,61.3,61.0,574.0,4.49,4.45,2.74 +26298,1.7,Ideal,G,VS2,61.3,57.0,15797.0,7.6,7.67,4.68 +45683,0.5,Ideal,F,VS1,61.6,57.0,1695.0,5.07,5.09,3.13 +24831,1.53,Very Good,G,VS1,60.3,59.0,13228.0,7.52,7.58,4.55 +36747,0.33,Ideal,F,VVS1,61.8,57.0,955.0,4.44,4.46,2.75 +11622,1.01,Premium,H,VS2,62.6,61.0,5050.0,6.33,6.29,3.95 +36769,0.34,Ideal,E,VS2,62.1,54.0,956.0,4.52,4.5,2.8 +52685,0.7,Ideal,F,SI1,60.6,56.0,2551.0,5.72,5.79,3.49 +2313,0.73,Good,F,VVS2,58.2,63.0,3166.0,5.87,6.01,3.46 +7002,1.0,Good,I,VS2,59.7,64.0,4155.0,6.51,6.45,3.87 +34427,0.3,Ideal,G,IF,62.3,56.0,863.0,4.29,4.32,2.68 +36010,0.39,Good,F,SI1,63.6,58.0,921.0,4.65,4.6,2.94 +9209,1.02,Very Good,H,SI1,63.7,55.0,4552.0,6.31,6.38,4.04 +5883,1.02,Ideal,H,SI2,61.6,56.0,3927.0,6.47,6.51,4.0 +9578,1.35,Fair,G,SI2,66.0,58.0,4627.0,6.89,6.81,4.52 +13188,1.21,Very Good,J,VS1,62.6,57.0,5452.0,6.71,6.8,4.23 +34058,0.36,Premium,D,SI1,61.4,58.0,851.0,4.59,4.56,2.81 +15679,1.09,Ideal,H,VS2,61.3,56.0,6288.0,6.57,6.63,4.05 +51472,0.7,Very Good,H,VS2,62.7,59.0,2377.0,5.59,5.64,3.52 +35244,0.4,Very Good,F,VS1,63.1,56.0,895.0,4.68,4.7,2.96 +26603,2.07,Ideal,I,SI2,62.0,55.0,16337.0,8.22,8.12,5.07 +23584,2.0,Fair,H,SI2,65.2,55.0,11600.0,7.9,7.85,5.13 +37558,0.31,Premium,G,IF,61.6,55.0,988.0,4.42,4.38,2.71 +43818,0.51,Ideal,E,SI1,62.0,55.0,1443.0,5.14,5.12,3.18 +3596,0.9,Good,J,VS2,62.3,64.0,3423.0,6.09,6.17,3.82 +28463,0.32,Very Good,H,VVS1,61.2,57.0,672.0,4.39,4.42,2.69 +36802,0.3,Premium,G,IF,61.0,62.0,956.0,4.34,4.32,2.64 +29503,0.4,Very Good,G,SI1,60.0,63.0,702.0,4.76,4.8,2.87 +30260,0.4,Very Good,E,SI1,63.0,57.0,725.0,4.68,4.71,2.96 +17653,1.1,Ideal,G,VS1,61.5,57.0,7111.0,6.65,6.62,4.08 +4408,0.31,Ideal,D,SI1,62.6,57.0,571.0,4.3,4.32,2.7 +52195,0.7,Premium,G,VS2,61.8,60.0,2479.0,5.66,5.63,3.49 +23318,1.7,Premium,I,VS2,61.7,59.0,11360.0,7.68,7.63,4.72 +9172,1.0,Very Good,D,SI2,59.5,62.0,4543.0,6.49,6.52,3.87 +46434,0.59,Very Good,H,VVS2,61.1,57.0,1771.0,5.39,5.48,3.32 +13979,1.27,Very Good,J,VS1,63.4,60.0,5690.0,6.85,6.8,4.33 +4452,0.9,Ideal,F,SI2,61.9,56.0,3619.0,6.18,6.23,3.84 +18058,0.34,Ideal,G,VS2,60.8,56.0,616.0,4.53,4.55,2.76 +23568,2.09,Good,J,VS2,57.2,64.0,11576.0,8.51,8.46,4.85 +36754,0.33,Ideal,F,VVS1,61.8,57.0,955.0,4.43,4.47,2.75 +10719,0.31,Ideal,D,SI2,62.3,56.0,593.0,4.38,4.35,2.72 +43493,0.51,Premium,F,SI1,60.5,59.0,1421.0,5.18,5.13,3.12 +43352,0.5,Good,E,VS2,63.3,56.0,1407.0,5.11,5.03,3.21 +27173,2.0,Premium,I,VS1,61.1,58.0,17436.0,8.11,8.08,4.95 +3683,0.51,Ideal,D,IF,62.1,55.0,3446.0,5.12,5.13,3.19 +11633,1.0,Very Good,E,SI1,63.1,57.0,5051.0,6.36,6.39,4.02 +47364,0.54,Ideal,H,VVS1,60.4,55.0,1846.0,5.27,5.32,3.2 +38398,0.39,Premium,D,VS2,61.3,58.0,1024.0,4.73,4.7,2.89 +468,0.8,Ideal,H,SI1,61.0,57.0,2818.0,6.07,6.0,3.68 +11086,1.21,Fair,E,SI2,65.6,59.0,4926.0,6.62,6.56,4.32 +9360,1.0,Good,F,SI1,63.6,62.0,4586.0,6.3,6.24,3.99 +42797,0.63,Premium,F,SI2,60.3,61.0,1351.0,5.55,5.5,3.33 +20387,0.31,Premium,F,VS2,62.0,60.0,625.0,4.3,4.34,2.68 +5342,1.02,Good,F,SI2,63.3,61.0,3811.0,6.28,6.32,3.99 +53115,0.78,Ideal,H,SI1,61.1,57.0,2616.0,5.9,5.94,3.62 +19864,1.22,Premium,F,VS2,59.8,59.0,8417.0,6.96,6.92,4.15 +48567,0.72,Premium,I,VS2,61.1,61.0,1991.0,5.79,5.74,3.52 +37923,0.23,Very Good,E,VVS1,61.0,58.0,485.0,3.99,4.01,2.44 +45771,0.52,Ideal,D,VS1,60.9,56.0,1707.0,5.17,5.21,3.16 +31854,0.3,Ideal,H,VVS2,61.2,57.0,776.0,4.32,4.31,2.64 +1097,1.0,Fair,H,SI2,65.2,54.0,2912.0,6.3,6.22,4.08 +16733,0.4,Very Good,E,SI2,61.6,55.0,611.0,4.75,4.83,2.95 +40220,0.4,Ideal,G,VVS1,62.4,57.0,1123.0,4.74,4.78,2.97 +18686,1.53,Good,E,SI2,57.1,56.0,7643.0,7.69,7.65,4.38 +20499,1.22,Ideal,G,VS1,62.6,54.4,8830.0,6.77,6.83,4.26 +37112,0.5,Fair,I,VS1,66.9,56.0,969.0,4.85,4.81,3.23 +11292,1.01,Premium,H,SI1,60.4,60.0,4977.0,6.55,6.47,3.93 +20714,0.31,Ideal,G,VS1,61.4,56.0,625.0,4.36,4.37,2.68 +41037,0.41,Ideal,E,VVS2,61.9,56.0,1187.0,4.75,4.78,2.95 +49493,0.56,Ideal,E,VS1,61.8,56.0,2117.0,5.33,5.28,3.28 +11964,1.0,Very Good,H,VS2,63.3,53.0,5139.0,0.0,0.0,0.0 +45768,0.53,Ideal,D,SI1,61.2,57.0,1706.0,5.24,5.19,3.19 +48343,0.58,Ideal,H,VVS1,62.1,53.6,1961.0,5.35,5.38,3.34 +32422,0.41,Ideal,D,SI1,60.8,57.0,791.0,4.8,4.84,2.93 +48415,0.65,Premium,F,VS2,59.6,58.0,1970.0,5.65,5.62,3.36 +24553,1.28,Ideal,F,VVS2,62.2,56.0,12841.0,6.95,6.91,4.32 +3071,0.7,Good,D,VVS2,63.6,57.0,3312.0,5.61,5.58,3.56 +49211,0.55,Ideal,E,VS1,61.1,55.0,2079.0,5.33,5.3,3.25 +28743,0.31,Ideal,E,VS2,61.8,55.0,680.0,4.33,4.35,2.68 +53017,0.71,Good,G,VS2,64.0,55.0,2599.0,5.65,5.67,3.62 +28333,0.33,Premium,G,VS1,62.4,59.0,666.0,4.41,4.47,2.77 +47063,0.52,Very Good,E,VS1,62.6,56.0,1822.0,5.11,5.14,3.21 +43251,0.42,Ideal,G,IF,62.7,56.0,1400.0,4.76,4.77,2.99 +21637,1.63,Premium,I,SI1,61.7,58.0,9730.0,7.54,7.51,4.64 +8273,0.9,Very Good,D,SI1,62.7,56.0,4381.0,6.12,6.16,3.85 +13835,1.2,Very Good,F,SI1,63.1,58.0,5638.0,6.75,6.68,4.24 +46365,0.54,Ideal,G,VS1,62.2,56.0,1760.0,5.23,5.19,3.24 +46135,0.54,Good,F,VS2,64.2,53.8,1745.0,5.12,5.19,3.31 +12670,1.07,Ideal,G,SI1,62.2,57.0,5303.0,6.59,6.56,4.09 +25936,2.0,Premium,H,SI1,62.0,56.0,15096.0,8.05,7.94,4.96 +25971,1.51,Ideal,G,VVS2,60.5,56.0,15164.0,7.42,7.45,4.5 +24134,1.52,Premium,E,SI1,62.5,59.0,12305.0,7.26,7.33,4.56 +37908,0.41,Ideal,F,VS1,62.1,56.0,1007.0,4.74,4.76,2.95 +29454,0.38,Very Good,H,SI2,63.4,57.0,702.0,4.63,4.58,2.92 +30465,0.31,Very Good,D,SI1,63.4,58.0,732.0,4.35,4.32,2.75 +10070,0.32,Premium,H,SI1,62.6,55.0,591.0,4.38,4.37,2.74 +40353,0.43,Premium,G,VVS2,62.2,55.0,1129.0,4.84,4.81,3.0 +10428,1.09,Ideal,H,SI1,62.4,55.0,4784.0,6.59,6.68,4.14 +43009,0.57,Very Good,G,SI1,63.4,57.0,1369.0,5.26,5.21,3.32 +38509,0.5,Ideal,I,SI1,59.8,59.0,1031.0,5.18,5.15,3.09 +30805,0.4,Good,D,VS1,64.0,55.0,742.0,4.67,4.7,3.0 +29068,0.4,Very Good,E,SI1,63.0,57.0,687.0,4.65,4.68,2.94 +2141,0.84,Very Good,E,SI2,62.1,58.0,3125.0,6.02,6.09,3.76 +34589,0.37,Ideal,D,VS1,61.8,56.0,872.0,4.61,4.64,2.86 +13583,1.04,Very Good,D,SI1,63.4,55.0,5557.0,6.41,6.46,4.08 +8879,0.9,Very Good,H,VVS1,63.5,57.0,4485.0,6.02,6.07,3.84 +17002,1.01,Ideal,F,VS2,61.9,55.0,6787.0,6.47,6.45,4.0 +30314,0.4,Ideal,D,SI1,61.3,57.0,726.0,4.74,4.79,2.92 +29434,0.42,Very Good,D,SI2,60.8,59.0,700.0,4.77,4.83,2.92 +7693,1.08,Very Good,I,SI1,60.5,60.0,4276.0,6.61,6.67,4.02 +6025,1.0,Good,D,SI2,64.3,53.0,3965.0,6.34,6.29,4.06 +33418,0.32,Very Good,H,VVS2,63.4,56.0,828.0,4.37,4.34,2.76 +1013,0.8,Premium,F,SI1,62.7,58.0,2901.0,5.91,5.93,3.71 +42829,0.46,Premium,E,VS1,62.0,58.0,1355.0,4.98,4.95,3.08 +7410,0.33,Very Good,E,SI1,60.6,60.0,579.0,4.41,4.44,2.68 +46614,0.51,Very Good,D,VS2,60.5,60.0,1787.0,5.16,5.19,3.13 +50619,0.31,Ideal,J,VS2,62.1,53.6,400.0,4.36,4.39,2.72 +23555,1.51,Very Good,E,SI1,63.1,58.0,11565.0,7.28,7.23,4.58 +30520,0.35,Very Good,H,VVS1,61.1,56.0,733.0,4.54,4.57,2.78 +45106,0.54,Premium,F,VS1,61.8,59.0,1649.0,5.16,5.23,3.21 +722,0.26,Ideal,E,VS1,62.1,56.0,556.0,4.09,4.12,2.55 +18174,1.0,Very Good,E,VS1,59.4,56.0,7367.0,6.53,6.56,3.89 +46770,0.52,Ideal,D,VS2,61.9,55.0,1802.0,5.19,5.21,3.22 +47165,0.46,Ideal,E,VS1,61.7,56.0,1834.0,4.95,5.0,3.07 +20839,2.28,Good,J,SI2,63.6,57.0,9068.0,8.37,8.32,5.31 +36921,0.41,Premium,G,VS1,62.3,56.0,961.0,4.8,4.77,2.98 +52560,0.7,Premium,G,VS1,61.4,59.0,2535.0,5.74,5.59,3.51 +10817,1.05,Ideal,F,SI2,62.7,54.0,4866.0,6.5,6.54,4.09 +16278,1.51,Ideal,I,VS2,60.7,57.0,6511.0,7.42,7.35,4.48 +34843,0.3,Ideal,G,VVS2,60.6,57.0,878.0,4.35,4.33,2.63 +24378,0.3,Ideal,G,VVS2,61.1,58.0,638.0,4.33,4.35,2.65 +40195,0.41,Ideal,G,VS1,61.1,55.0,1121.0,4.79,4.83,2.94 +22440,1.53,Very Good,H,SI1,61.0,61.0,10468.0,7.4,7.45,4.53 +36611,0.32,Ideal,D,SI2,61.7,55.0,477.0,4.38,4.4,2.71 +45274,0.54,Very Good,F,VS2,59.4,57.0,1662.0,5.29,5.35,3.16 +51139,0.51,Premium,F,VVS1,62.6,57.0,2341.0,5.1,5.06,3.18 +23416,1.5,Ideal,F,SI1,62.0,53.0,11405.0,7.32,7.29,4.53 +25549,1.51,Ideal,G,VS1,60.6,57.0,14375.0,7.38,7.48,4.5 +27306,2.01,Good,G,SI1,63.9,60.0,17804.0,7.81,7.75,4.97 +44210,0.51,Ideal,D,SI1,61.9,54.0,1569.0,5.14,5.2,3.19 +52201,0.54,Ideal,E,VVS2,61.9,54.5,2479.0,5.22,5.25,3.23 +9163,1.06,Ideal,G,SI2,62.2,55.0,4541.0,6.56,6.53,4.07 +1445,0.83,Premium,G,SI1,61.6,59.0,2975.0,6.02,5.99,3.7 +8764,1.0,Good,G,SI1,62.5,62.0,4466.0,6.32,6.36,3.96 +14568,1.04,Premium,F,SI1,59.5,60.0,5882.0,6.62,6.59,3.93 +30568,0.31,Ideal,D,VS2,61.8,55.0,734.0,4.33,4.37,2.69 +29556,0.4,Ideal,H,SI1,62.1,55.0,705.0,4.73,4.77,2.95 +31575,0.4,Ideal,F,VS2,62.3,54.0,767.0,4.74,4.77,2.96 +51163,0.59,Ideal,F,VVS2,61.2,56.0,2345.0,5.45,5.43,3.33 +9032,0.27,Ideal,I,VVS2,61.2,56.0,587.0,4.18,4.2,2.56 +23429,1.58,Ideal,H,VS2,63.0,56.0,11419.0,7.39,7.46,4.68 +30542,0.31,Premium,D,VS2,62.6,59.0,734.0,4.3,4.33,2.7 +30681,0.4,Ideal,E,SI1,62.2,55.0,737.0,4.71,4.75,2.94 +6490,1.01,Good,G,SI2,63.7,59.0,4060.0,6.31,6.38,4.04 +44718,0.62,Very Good,I,VVS2,61.3,58.8,1615.0,5.48,5.52,3.37 +45843,0.5,Good,G,VVS2,63.8,56.0,1715.0,5.03,5.06,3.22 +37588,0.44,Ideal,G,SI1,62.7,57.0,990.0,4.85,4.82,3.03 +43417,0.57,Ideal,D,SI2,61.4,56.0,1413.0,5.33,5.38,3.29 +2900,0.92,Premium,F,SI2,58.9,59.0,3282.0,6.38,6.35,3.75 +1825,0.79,Premium,D,SI1,61.4,59.0,3058.0,5.96,5.89,3.64 +19572,1.07,Ideal,D,VS2,62.5,57.0,8202.0,6.48,6.51,4.06 +24114,2.03,Premium,J,SI2,62.7,59.0,12268.0,8.02,8.08,5.05 +26354,0.32,Very Good,G,VS1,62.8,59.0,645.0,4.33,4.37,2.73 +6982,1.03,Premium,H,SI2,62.3,59.0,4153.0,6.46,6.42,4.01 +43947,0.32,Ideal,E,SI1,62.2,54.0,516.0,4.38,4.4,2.73 +4404,0.31,Premium,I,VVS1,61.0,58.0,571.0,4.33,4.39,2.66 +27739,2.05,Ideal,G,SI1,61.9,57.0,18787.0,8.1,8.16,5.03 +26910,2.49,Ideal,J,SI1,63.8,54.0,16915.0,8.56,8.49,5.45 +20086,1.37,Premium,H,VS2,62.5,59.0,8562.0,7.12,7.05,4.43 +11301,1.54,Premium,H,I1,62.0,60.0,4980.0,7.32,7.4,4.56 +1037,0.91,Very Good,J,SI1,63.5,58.0,2905.0,6.17,6.12,3.9 +4954,1.01,Fair,H,VS2,65.2,56.0,3733.0,6.23,6.19,4.05 +44741,0.47,Ideal,G,VVS2,62.2,53.0,1618.0,5.0,5.04,3.12 +23238,1.71,Premium,G,SI2,60.9,58.0,11248.0,7.68,7.72,4.69 +3347,0.62,Ideal,G,IF,60.3,57.0,3378.0,5.54,5.61,3.35 +41387,0.42,Ideal,F,VVS2,61.3,57.0,1221.0,4.82,4.8,2.95 +15965,1.0,Very Good,G,VS2,63.8,58.0,6389.0,6.31,6.35,4.04 +32549,0.27,Ideal,D,VVS2,62.3,57.0,799.0,4.15,4.13,2.58 +8587,0.9,Very Good,D,SI1,60.9,57.0,4438.0,6.22,6.26,3.8 +26470,2.03,Very Good,J,VVS2,63.2,60.0,16043.0,7.94,7.88,5.0 +52799,0.55,Ideal,F,VVS1,62.2,57.0,2569.0,5.25,5.27,3.27 +51295,0.72,Ideal,H,SI1,62.0,57.0,2361.0,5.73,5.76,3.56 +44198,0.51,Ideal,D,SI1,61.7,55.0,1569.0,5.11,5.16,3.17 +1874,0.7,Very Good,G,VVS1,63.1,56.0,3073.0,5.64,5.67,3.57 +45606,0.71,Fair,G,SI2,65.6,56.0,1691.0,5.54,5.49,3.63 +47393,0.54,Ideal,E,VS2,61.9,57.0,1847.0,5.23,5.2,3.23 +8976,0.97,Very Good,G,SI1,61.0,59.0,4504.0,6.36,6.4,3.89 +13425,1.2,Good,F,SI2,59.0,60.0,5514.0,6.9,6.97,4.09 +6401,1.03,Premium,I,SI1,61.0,58.0,4038.0,6.52,6.47,3.96 +40741,0.54,Good,E,SI2,63.8,54.0,1163.0,5.17,5.18,3.3 +48071,0.56,Ideal,H,VVS1,60.0,56.0,1929.0,5.37,5.4,3.23 +29631,0.31,Very Good,I,VS2,61.5,55.0,442.0,4.34,4.36,2.68 +7959,1.0,Very Good,E,SI2,59.6,59.0,4321.0,6.48,6.51,3.87 +45500,0.54,Ideal,F,VS2,60.5,56.0,1680.0,5.27,5.29,3.2 +20043,0.42,Ideal,H,SI2,62.0,54.0,625.0,4.81,4.83,2.99 +34019,0.4,Very Good,I,VVS1,60.8,58.0,849.0,4.75,4.83,2.91 +83,0.26,Ideal,E,VVS2,62.9,58.0,554.0,4.02,4.06,2.54 +2801,1.04,Good,H,I1,63.9,58.0,3261.0,6.42,6.35,4.08 +26005,2.02,Ideal,J,VS1,61.9,58.0,15231.0,8.06,8.1,5.0 +42945,0.3,Premium,F,SI2,62.6,61.0,506.0,4.24,4.2,2.64 +16921,1.41,Premium,J,VS2,62.7,56.0,6754.0,7.2,7.16,4.5 +18786,1.0,Very Good,G,IF,62.2,61.0,7682.0,6.38,6.41,3.98 +9515,0.9,Premium,D,SI1,62.4,61.0,4612.0,6.17,6.13,3.84 +34333,0.3,Very Good,E,VVS1,62.1,57.0,862.0,4.27,4.3,2.66 +7033,0.91,Ideal,E,SI2,61.8,56.0,4160.0,6.19,6.27,3.85 +53050,0.7,Good,E,VS2,60.1,62.0,2606.0,5.77,5.74,3.46 +46432,0.54,Premium,F,VS1,60.0,59.0,1770.0,5.3,5.23,3.16 +9211,1.02,Premium,G,SI2,62.5,58.0,4552.0,6.43,6.4,4.01 +12438,1.0,Good,G,VS2,58.6,65.0,5242.0,6.61,6.53,3.85 +53733,0.8,Very Good,G,SI1,59.4,60.0,2723.0,6.03,6.06,3.59 +40848,0.38,Ideal,D,VVS1,62.0,57.0,1173.0,4.6,4.69,2.88 +5149,0.85,Ideal,G,SI1,62.1,56.0,3766.0,6.05,6.1,3.77 +25501,1.51,Ideal,F,VS2,62.8,56.0,14294.0,7.32,7.27,4.58 +9713,0.35,Very Good,F,SI1,61.0,55.0,590.0,4.6,4.63,2.81 +10271,1.01,Fair,D,SI1,66.9,54.0,4751.0,6.25,6.21,4.17 +17049,0.3,Ideal,F,VS1,62.1,55.0,612.0,4.31,4.35,2.69 +4415,0.75,Ideal,F,SI1,60.8,57.0,3610.0,5.87,5.9,3.58 +33887,0.3,Ideal,E,VS2,62.8,56.0,844.0,4.32,4.28,2.7 +14380,0.3,Very Good,G,VS1,62.2,59.0,605.0,4.24,4.28,2.65 +23265,1.41,Premium,E,VS2,61.3,58.0,11269.0,7.29,7.25,4.46 +39657,0.42,Ideal,H,VS1,62.0,57.0,1087.0,4.82,4.8,2.98 +6733,0.33,Premium,F,VS2,60.0,60.0,577.0,4.45,4.49,2.68 +924,0.7,Ideal,H,VVS1,62.0,55.0,2881.0,5.74,5.71,3.55 +47028,0.56,Ideal,H,VVS1,62.1,54.0,1819.0,5.28,5.31,3.29 +3604,0.91,Good,H,SI1,63.9,60.0,3425.0,6.13,6.08,3.9 +52835,0.84,Premium,E,SI2,62.4,58.0,2574.0,5.99,5.97,3.74 +29357,0.31,Very Good,G,VS2,63.1,58.0,698.0,4.35,4.3,2.73 +1706,0.74,Ideal,E,VS2,62.6,56.0,3036.0,5.73,5.81,3.61 +45309,0.3,Ideal,D,SI1,61.9,57.0,524.0,4.28,4.32,2.66 +29465,0.4,Premium,G,SI1,59.3,59.0,702.0,4.8,4.82,2.85 +30110,0.32,Premium,G,VS2,60.2,57.0,720.0,4.45,4.42,2.67 +47717,0.66,Ideal,G,SI1,61.7,55.0,1885.0,5.64,5.6,3.47 +41798,0.6,Very Good,E,SI2,63.2,60.0,1250.0,5.32,5.28,3.35 +21547,1.51,Premium,E,SI1,62.9,62.0,9647.0,7.31,7.21,4.57 +23805,1.65,Premium,G,SI1,61.0,58.0,11864.0,7.66,7.62,4.66 +12644,1.01,Very Good,G,VS2,63.1,55.0,5294.0,6.38,6.36,4.02 +33801,0.4,Very Good,F,VS2,62.9,57.0,842.0,4.69,4.72,2.96 +19798,1.09,Ideal,G,VVS2,60.6,57.0,8364.0,6.62,6.7,4.05 +29625,0.26,Very Good,H,VVS2,59.8,61.0,440.0,4.15,4.18,2.49 +26396,2.01,Premium,H,VS2,61.1,61.0,15908.0,8.14,8.09,4.96 +32923,0.44,Ideal,E,SI1,62.6,56.0,810.0,4.84,4.9,3.05 +34056,0.36,Premium,D,SI1,60.4,58.0,851.0,4.64,4.6,2.79 +42421,0.51,Premium,G,SI1,60.3,61.0,1312.0,5.19,5.12,3.11 +23665,1.57,Premium,H,VS1,62.8,60.0,11711.0,7.44,7.36,4.65 +37633,0.4,Premium,D,SI1,61.1,58.0,990.0,4.75,4.74,2.9 +47823,0.61,Ideal,D,SI1,61.4,56.0,1904.0,5.46,5.48,3.36 +35911,0.4,Ideal,I,VS1,61.9,55.0,919.0,4.74,4.77,2.94 +45514,0.64,Premium,E,SI1,61.2,62.0,1682.0,5.56,5.52,3.39 +33800,0.4,Premium,F,VS2,61.0,59.0,842.0,4.71,4.76,2.89 +42838,0.41,Premium,F,VVS1,62.1,56.0,1356.0,4.79,4.78,2.97 +24097,1.66,Ideal,H,VS2,60.1,59.0,12244.0,7.67,7.64,4.6 +45449,0.72,Good,H,SI2,64.1,58.0,1674.0,5.65,5.68,3.63 +31104,0.41,Ideal,I,VS1,61.8,53.0,753.0,4.81,4.84,2.98 +15466,1.0,Good,F,VS2,62.4,60.0,6192.0,6.27,6.29,3.92 +38528,0.34,Ideal,D,VS2,62.4,53.0,1033.0,4.52,4.49,2.81 +15297,1.2,Ideal,D,SI2,60.2,57.0,6140.0,6.88,6.93,4.16 +34765,0.41,Premium,E,SI2,62.9,58.0,876.0,4.77,4.74,2.99 +41499,0.61,Ideal,J,VS2,59.7,59.0,1233.0,5.54,5.47,3.29 +7120,1.01,Good,I,SI1,61.7,58.0,4171.0,6.33,6.4,3.93 +7063,0.33,Very Good,G,VS2,62.0,58.0,579.0,4.42,4.45,2.75 +43788,0.56,Premium,G,SI1,58.8,59.0,1441.0,5.4,5.38,3.17 +50365,0.53,Ideal,G,IF,61.9,56.0,2247.0,5.18,5.22,3.21 +9821,1.01,Good,G,SI1,60.7,59.0,4672.0,6.35,6.4,3.87 +4876,1.02,Ideal,I,SI1,62.1,56.0,3713.0,6.44,6.39,3.98 +26075,1.57,Ideal,G,VS1,61.2,57.0,15301.0,7.53,7.6,4.63 +34077,0.36,Ideal,D,VS2,61.0,56.0,852.0,4.59,4.63,2.81 +25063,1.61,Premium,D,SI1,61.4,60.0,13582.0,7.56,7.51,4.63 +21267,1.51,Very Good,F,SI1,63.2,57.0,9417.0,7.34,7.23,4.6 +47589,0.51,Ideal,G,VVS2,62.0,57.0,1877.0,5.11,5.15,3.18 +42754,0.56,Ideal,I,SI1,61.3,56.0,1343.0,5.28,5.31,3.25 +36171,0.32,Ideal,F,IF,60.3,58.0,929.0,4.45,4.5,2.7 +45747,0.5,Good,D,VS1,64.2,55.0,1701.0,5.01,5.08,3.24 +15950,1.2,Ideal,I,VS1,61.5,59.0,6380.0,6.82,6.84,4.2 +52426,0.7,Very Good,G,VS2,58.2,59.0,2513.0,5.87,5.95,3.44 +36498,0.48,Ideal,I,VS1,62.2,54.0,944.0,5.03,5.06,3.14 +5008,0.92,Good,E,SI2,61.8,59.0,3744.0,6.11,6.19,3.8 +20100,1.25,Very Good,G,VS2,63.5,60.0,8575.0,6.74,6.64,4.25 +1725,0.32,Very Good,H,VS1,63.0,57.0,561.0,4.32,4.35,2.73 +50241,0.58,Ideal,H,IF,60.2,56.0,2233.0,5.43,5.46,3.28 +40155,0.35,Premium,G,IF,59.1,59.0,1116.0,4.62,4.59,2.72 +13781,1.0,Very Good,H,VS1,64.2,53.0,5619.0,6.27,6.34,4.05 +5594,0.9,Very Good,E,SI1,62.3,61.0,3868.0,6.12,6.17,3.83 +16736,0.41,Good,G,SI2,63.4,58.0,611.0,4.7,4.73,2.99 +34760,0.41,Ideal,E,SI2,59.8,55.0,876.0,4.93,4.81,2.91 +4722,0.3,Ideal,H,SI1,61.6,57.0,572.0,4.28,4.32,2.65 +29287,0.25,Ideal,F,VS1,61.8,57.0,436.0,4.07,4.09,2.52 +41256,0.3,Very Good,F,SI1,62.9,57.0,500.0,4.25,4.27,2.68 +18312,1.09,Ideal,E,VS2,61.2,56.0,7443.0,6.62,6.67,4.07 +433,0.55,Very Good,D,VVS1,61.5,56.0,2815.0,5.23,5.27,3.23 +8325,1.08,Good,F,SI2,58.0,61.0,4391.0,6.72,6.77,3.91 +16665,1.19,Ideal,H,VS2,62.1,59.0,6662.0,6.82,6.73,4.21 +28143,0.3,Ideal,G,VVS2,61.8,54.0,665.0,4.33,4.34,2.68 +15044,0.3,Good,G,VS1,63.1,59.0,605.0,4.25,4.27,2.69 +40632,0.41,Ideal,E,VS1,62.1,55.0,1153.0,4.78,4.75,2.96 +37653,0.38,Ideal,D,VVS2,60.3,57.0,992.0,4.71,4.77,2.86 +23290,1.37,Ideal,E,VS2,60.3,54.0,11314.0,7.26,7.2,4.36 +32732,0.31,Premium,F,VS2,62.3,59.0,802.0,4.34,4.29,2.69 +39816,0.4,Ideal,G,VVS1,61.7,57.0,1097.0,4.71,4.74,2.91 +41425,0.54,Ideal,H,SI1,62.5,53.0,1227.0,5.22,5.25,3.27 +44082,0.5,Very Good,E,VS1,61.6,59.0,1554.0,5.06,5.14,3.14 +22372,0.31,Very Good,H,VS2,63.1,58.0,628.0,4.34,4.31,2.73 +40890,0.56,Fair,F,SI1,61.6,61.0,1176.0,5.38,5.21,3.26 +32265,0.3,Ideal,H,IF,61.5,56.0,789.0,4.31,4.34,2.66 +6105,0.97,Very Good,F,SI2,59.6,59.0,3977.0,6.41,6.47,3.84 +13632,1.2,Ideal,H,SI2,62.7,55.0,5578.0,6.74,6.69,4.21 +34250,0.38,Ideal,G,SI1,62.4,57.0,855.0,4.65,4.62,2.89 +44377,0.52,Very Good,F,VS2,60.4,56.0,1581.0,5.27,5.29,3.19 +32314,0.36,Premium,F,VS1,60.7,58.0,789.0,4.57,4.62,2.79 +6033,0.33,Very Good,I,VS1,59.9,62.0,575.0,4.48,4.57,2.71 +27395,2.0,Very Good,D,SI2,60.0,56.0,17953.0,8.16,8.23,4.92 +2009,0.9,Ideal,J,SI1,62.6,54.0,3102.0,6.16,6.23,3.88 +7054,0.33,Ideal,H,VS1,62.0,55.0,579.0,4.44,4.46,2.76 +22711,2.06,Ideal,I,SI2,61.4,57.0,10728.0,8.22,8.18,5.03 +19038,0.3,Ideal,F,VS1,61.6,54.0,621.0,4.32,4.35,2.67 +35029,0.4,Good,E,SI1,63.7,57.0,882.0,4.69,4.66,2.98 +53729,0.82,Premium,H,SI1,59.9,57.0,2721.0,6.11,6.07,3.65 +7088,0.9,Very Good,E,SI1,61.8,59.0,4165.0,6.11,6.16,3.79 +22487,1.5,Premium,D,SI2,59.9,62.0,10517.0,7.4,7.37,4.42 +48295,0.54,Ideal,G,VS1,60.1,57.0,1957.0,5.29,5.31,3.18 +32577,0.41,Very Good,F,SI1,62.4,60.0,801.0,4.73,4.75,2.96 +10722,0.31,Ideal,D,SI2,62.9,54.0,593.0,4.35,4.3,2.72 +52295,0.25,Very Good,D,VVS2,62.8,56.0,548.0,4.0,4.03,2.52 +38068,0.3,Premium,E,VVS2,61.3,59.0,1013.0,4.32,4.3,2.64 +6478,1.01,Premium,E,SI2,62.8,57.0,4054.0,6.41,6.36,4.01 +4490,1.01,Good,G,SI2,63.7,58.0,3626.0,6.31,6.35,4.03 +44217,0.55,Ideal,D,SI1,62.1,56.0,1571.0,5.21,5.25,3.25 +52552,0.7,Premium,G,VS1,61.0,59.0,2535.0,5.77,5.68,3.49 +38912,0.33,Ideal,G,IF,61.6,55.0,1052.0,4.51,4.48,2.77 +53680,0.79,Ideal,I,VS2,63.0,58.0,2712.0,5.85,5.89,3.7 +6829,1.06,Ideal,H,SI1,62.7,57.0,4120.0,6.48,6.53,4.08 +47246,0.52,Good,F,VS1,64.2,58.0,1841.0,5.1,5.02,3.25 +33617,0.31,Premium,G,SI1,62.6,58.0,462.0,4.29,4.34,2.7 +48612,0.51,Ideal,F,VVS2,62.2,55.0,1998.0,5.12,5.11,3.18 +7594,1.0,Fair,F,SI1,66.4,57.0,4256.0,6.21,6.14,4.1 +5356,1.18,Very Good,D,I1,61.5,62.0,3816.0,6.73,6.88,4.19 +35309,0.3,Very Good,I,VS1,60.4,58.0,473.0,4.34,4.4,2.64 +42352,0.39,Ideal,E,VVS2,60.5,57.0,1300.0,4.72,4.74,2.86 +43571,0.41,Ideal,G,IF,61.7,56.0,1431.0,4.8,4.77,2.95 +29426,0.42,Ideal,D,SI2,62.4,57.0,700.0,4.78,4.81,2.99 +22860,1.01,Very Good,E,VVS1,63.1,57.0,10891.0,6.39,6.36,4.02 +24444,1.25,Ideal,F,VVS1,62.2,56.0,12698.0,6.93,6.89,4.3 +11743,1.1,Very Good,E,SI2,63.0,56.0,5073.0,6.59,6.55,4.14 +45158,0.5,Premium,D,SI1,62.2,59.0,1654.0,5.13,5.1,3.18 +41574,0.52,Ideal,H,VS2,61.7,54.0,1238.0,5.18,5.22,3.21 +45315,0.32,Ideal,H,VS1,62.7,56.0,524.0,4.39,4.42,2.76 +44295,0.52,Premium,G,VS2,61.7,58.0,1577.0,5.16,5.14,3.18 +17062,0.32,Premium,G,SI1,60.9,56.0,612.0,4.45,4.41,2.7 +30038,0.39,Very Good,J,VVS1,62.8,58.0,718.0,4.61,4.66,2.91 +21117,1.09,Ideal,G,VVS1,61.0,54.0,9282.0,6.63,6.72,4.07 +31546,0.3,Ideal,E,VVS2,62.1,57.0,766.0,4.27,4.3,2.66 +33256,0.32,Ideal,E,VS1,61.1,55.0,825.0,4.44,4.46,2.72 +32281,0.26,Very Good,F,VS1,61.7,58.0,453.0,4.1,4.14,2.54 +11423,1.1,Ideal,H,SI2,62.0,56.5,5002.0,6.58,6.63,4.09 +41552,0.53,Ideal,I,VS2,62.0,55.0,1236.0,5.16,5.19,3.21 +29299,0.3,Ideal,I,VS2,61.6,57.0,438.0,4.28,4.33,2.65 +24362,0.3,Ideal,H,VVS1,62.0,56.0,636.0,4.31,4.34,2.68 +38149,0.5,Very Good,I,VS1,63.1,56.0,1013.0,5.07,5.01,3.18 +8194,1.04,Premium,I,SI1,61.8,60.0,4368.0,6.51,6.47,4.01 +27092,2.17,Ideal,I,SI1,60.4,56.0,17224.0,8.36,8.43,5.07 +52002,0.72,Very Good,H,VS2,62.5,58.0,2444.0,5.67,5.73,3.56 +4771,0.96,Premium,H,SI2,59.4,56.0,3690.0,6.47,6.42,3.83 +51123,0.82,Fair,G,SI1,66.4,54.0,2339.0,5.87,5.82,3.88 +36930,0.41,Ideal,G,VS1,61.5,56.0,961.0,4.79,4.77,2.94 +31281,0.32,Premium,I,VS2,62.6,58.0,449.0,4.37,4.42,2.75 +8623,1.07,Good,F,SI2,61.3,65.0,4446.0,6.59,6.41,4.0 +5068,0.3,Premium,G,SI1,61.4,57.0,574.0,4.35,4.31,2.66 +10617,1.06,Ideal,H,SI2,62.5,57.1,4829.0,6.46,6.5,4.05 +16801,1.0,Very Good,F,VS2,63.2,56.0,6701.0,6.32,6.37,4.01 +46517,0.53,Ideal,H,VVS1,60.8,56.0,1781.0,5.24,5.26,3.19 +16513,1.01,Very Good,F,VS2,60.0,63.0,6598.0,6.46,6.48,3.88 +3035,0.41,Good,J,VS2,64.0,59.0,565.0,4.64,4.71,2.99 +21188,1.22,Ideal,G,VS1,62.0,56.0,9339.0,6.83,6.88,4.24 +28573,0.3,Ideal,H,VS1,62.7,55.0,675.0,4.3,4.25,2.68 +44575,0.53,Ideal,E,VS2,62.5,57.0,1607.0,5.16,5.18,3.23 +20328,1.5,Ideal,I,SI1,62.3,55.0,8736.0,7.35,7.31,4.57 +5028,0.71,Ideal,E,VS1,61.5,55.0,3748.0,5.78,5.75,3.55 +36309,0.32,Premium,H,VVS1,60.9,58.0,936.0,4.43,4.4,2.69 +42328,0.58,Good,G,SI1,63.5,56.0,1295.0,5.28,5.34,3.37 +47756,0.54,Ideal,D,VS2,61.8,57.0,1892.0,5.22,5.26,3.24 +44854,0.5,Good,F,VS2,57.7,61.0,1626.0,5.28,5.25,3.04 +36004,0.32,Ideal,E,VVS1,61.8,55.0,921.0,4.4,4.43,2.73 +26547,2.01,Good,F,SI2,58.1,64.0,16231.0,8.23,8.19,4.77 +31117,0.38,Ideal,H,VS1,62.4,53.0,754.0,4.67,4.69,2.92 +25225,2.04,Very Good,J,VS2,62.4,57.0,13825.0,8.04,8.19,5.06 +52107,0.47,Ideal,D,VVS1,62.0,54.0,2460.0,4.99,5.01,3.1 +12782,1.03,Premium,F,VS2,60.5,59.0,5330.0,6.6,6.52,3.97 +6977,0.9,Very Good,E,SI1,63.1,58.0,4151.0,6.12,6.02,3.83 +3738,0.3,Ideal,F,VS2,62.3,58.0,569.0,4.26,4.23,2.64 +52341,0.71,Premium,H,VVS2,61.9,59.0,2498.0,5.73,5.7,3.54 +50754,0.6,Ideal,F,VVS2,61.8,57.0,2298.0,5.36,5.42,3.33 +47264,0.7,Ideal,J,VS2,61.6,56.0,1843.0,5.65,5.71,3.5 +36074,0.4,Very Good,D,SI1,63.1,61.0,924.0,4.71,4.67,2.96 +44507,0.52,Ideal,F,VS2,62.5,54.0,1600.0,5.14,5.17,3.22 +35188,0.31,Ideal,G,IF,61.3,57.0,891.0,4.39,4.42,2.7 +38440,0.35,Very Good,F,IF,62.0,54.0,1027.0,4.55,4.58,2.83 +3442,0.9,Fair,H,SI1,65.4,56.0,3387.0,6.11,6.04,3.97 +35356,0.42,Premium,D,SI2,62.1,59.0,898.0,4.82,4.78,2.98 +31809,0.43,Ideal,F,VS1,61.9,56.0,774.0,4.84,4.85,3.0 +43867,0.5,Ideal,G,VS2,62.0,56.0,1449.0,5.09,5.11,3.16 +35194,0.31,Ideal,G,IF,61.0,57.0,891.0,4.36,4.39,2.67 +4185,0.91,Ideal,G,SI2,61.8,56.0,3557.0,6.21,6.24,3.85 +49275,0.54,Ideal,G,VVS2,60.6,56.0,2090.0,5.27,5.26,3.19 +12096,1.09,Premium,D,SI2,61.2,60.0,5164.0,6.6,6.64,4.05 +9309,0.94,Ideal,D,SI1,62.3,57.0,4575.0,6.24,6.29,3.9 +13913,1.06,Very Good,H,SI1,59.3,59.0,5664.0,6.66,6.7,3.96 +44980,0.35,Ideal,H,SI1,60.8,56.0,523.0,4.58,4.6,2.79 +24765,1.53,Premium,G,VS1,60.2,59.0,13119.0,7.5,7.45,4.5 +947,0.7,Very Good,E,VS2,63.5,54.0,2889.0,5.62,5.66,3.58 +37107,0.38,Ideal,F,VS2,62.4,54.0,969.0,4.65,4.6,2.89 +52424,0.77,Very Good,I,VS2,63.2,58.0,2513.0,5.79,5.85,3.68 +9180,1.25,Premium,D,SI2,59.8,55.0,4543.0,7.07,7.01,4.21 +53415,0.7,Ideal,G,VS1,62.6,56.0,2670.0,5.65,5.7,3.55 +27919,0.32,Good,D,VS2,63.6,55.0,657.0,4.35,4.42,2.79 +16855,1.21,Premium,H,VS2,60.5,60.0,6722.0,6.95,6.9,4.19 +27755,0.32,Ideal,I,VS1,62.4,54.0,648.0,4.39,4.36,2.73 +23424,1.18,Ideal,F,VVS2,60.6,55.0,11415.0,6.84,6.88,4.16 +36653,0.35,Premium,J,VS1,62.4,58.0,949.0,5.67,5.64,3.53 +31609,0.3,Premium,H,SI2,60.9,59.0,368.0,4.32,4.35,2.64 +49644,0.3,Ideal,H,SI1,62.6,55.0,540.0,4.32,4.28,2.69 +40580,0.54,Ideal,G,SI2,60.4,59.0,1153.0,5.24,5.29,3.18 +38229,0.4,Ideal,H,VVS1,62.3,54.0,1017.0,4.74,4.77,2.96 +31671,0.32,Ideal,E,VS2,60.8,57.0,769.0,4.39,4.42,2.68 +33459,0.32,Ideal,G,VS1,62.3,55.0,828.0,4.4,4.37,2.73 +24985,2.01,Ideal,G,SI2,63.0,56.0,13498.0,7.98,7.9,5.0 +5707,0.33,Good,E,VS2,57.3,59.0,574.0,4.6,4.62,2.64 +48246,0.69,Good,F,SI1,58.4,61.7,1951.0,5.75,5.82,3.38 +34048,0.35,Good,E,VS1,59.4,55.0,851.0,4.6,4.62,2.74 +46591,0.54,Premium,H,VVS2,60.6,60.0,1786.0,5.31,5.29,3.21 +48804,0.51,Ideal,F,VVS2,61.4,56.0,2025.0,5.16,5.17,3.17 +23100,1.59,Ideal,I,VS1,61.2,58.0,11119.0,7.52,7.5,4.6 +32900,0.3,Premium,I,IF,60.5,59.0,810.0,4.34,4.32,2.62 +51297,0.73,Ideal,E,SI1,60.9,56.0,2361.0,5.84,5.79,3.54 +11221,1.0,Good,F,SI1,57.9,62.0,4961.0,6.55,6.58,3.8 +1523,0.7,Ideal,F,VS1,61.6,57.0,2998.0,5.7,5.73,3.52 +20982,1.14,Ideal,D,VS1,59.8,57.0,9193.0,6.83,6.74,4.06 +34290,0.26,Good,H,VVS2,63.3,58.0,468.0,4.04,4.08,2.57 +157,0.71,Ideal,F,SI1,60.7,56.0,2770.0,5.77,5.8,3.51 +52307,0.32,Good,G,VS1,60.8,62.0,548.0,4.4,4.45,2.69 +16658,1.32,Premium,F,SI2,60.6,60.0,6660.0,7.1,7.05,4.29 +50487,0.7,Good,I,VS2,57.5,62.0,2268.0,5.81,5.78,3.33 +28949,0.3,Premium,H,VVS1,62.3,58.0,684.0,4.29,4.32,2.68 +3153,0.6,Very Good,F,VVS1,61.2,58.0,3333.0,5.42,5.46,3.33 +2335,0.74,Premium,F,VS1,61.7,57.0,3170.0,5.85,5.79,3.59 +47565,0.51,Good,G,VVS2,63.1,58.0,1875.0,5.07,5.11,3.21 +15195,1.02,Very Good,E,VS2,60.3,60.0,6103.0,6.58,6.48,3.94 +27870,0.38,Premium,F,SI1,62.0,58.0,653.0,4.6,4.63,2.86 +1476,1.0,Premium,G,I1,62.5,62.0,2984.0,6.42,6.35,3.99 +53715,0.76,Ideal,F,SI1,62.6,57.0,2719.0,5.84,5.89,3.67 +28182,0.37,Premium,I,VS2,61.6,60.0,666.0,4.61,4.58,2.83 +19862,1.3,Ideal,G,SI1,61.6,55.0,8416.0,7.01,7.05,4.33 +6338,1.0,Premium,H,SI2,61.0,57.0,4032.0,6.51,6.4,3.94 +6703,0.3,Premium,H,SI2,60.2,62.0,410.0,4.37,4.34,2.62 +26284,2.01,Very Good,H,SI2,63.0,59.0,15773.0,7.9,7.93,4.99 +48176,0.72,Premium,J,VS2,61.4,58.0,1944.0,5.76,5.74,3.53 +21940,1.35,Premium,G,VS1,62.1,59.0,10012.0,7.06,7.02,4.37 +7362,1.0,Good,D,SI2,61.5,63.0,4218.0,6.27,6.32,3.87 +47556,0.7,Ideal,J,VS2,62.6,57.0,1874.0,5.64,5.67,3.54 +35785,0.3,Ideal,D,VVS1,61.6,56.0,912.0,4.33,4.37,2.68 +47108,0.7,Premium,J,SI1,63.0,56.0,1827.0,5.66,5.61,3.55 +45603,0.5,Good,E,VS1,60.3,62.0,1690.0,5.1,5.11,3.08 +12057,0.26,Very Good,F,VVS2,60.0,59.0,597.0,4.11,4.15,2.48 +34051,0.36,Ideal,D,SI1,62.1,56.0,851.0,4.58,4.53,2.83 +16668,1.06,Very Good,G,VS1,62.8,54.0,6663.0,6.5,6.56,4.1 +48593,0.52,Very Good,D,VS1,59.6,57.0,1995.0,5.24,5.3,3.14 +16833,1.11,Premium,G,VS2,62.3,58.0,6713.0,6.65,6.61,4.13 +43298,0.59,Ideal,I,VS1,61.8,55.0,1401.0,5.41,5.43,3.35 +23650,1.73,Ideal,H,SI1,62.7,56.0,11688.0,7.62,7.67,4.79 +46272,0.54,Ideal,G,VS1,61.8,54.0,1754.0,5.22,5.24,3.23 +5667,1.11,Very Good,I,SI2,63.7,58.0,3882.0,6.57,6.53,4.17 +38777,0.31,Premium,F,IF,61.5,58.0,1046.0,4.35,4.33,2.67 +32295,0.3,Ideal,I,VS1,61.5,58.0,454.0,4.28,4.31,2.64 +24896,1.53,Ideal,E,SI1,61.2,58.0,13324.0,7.39,7.44,4.54 +17697,1.01,Very Good,F,VS2,63.8,55.0,7135.0,6.31,6.38,4.05 +11202,1.02,Premium,H,VS2,61.0,60.0,4958.0,6.5,6.46,3.95 +51092,0.73,Ideal,I,VS2,62.2,54.0,2335.0,5.76,5.78,3.59 +19779,1.08,Ideal,G,VVS1,61.6,56.0,8347.0,6.6,6.65,4.08 +6875,1.01,Very Good,I,VS1,63.1,56.0,4129.0,6.42,6.36,4.03 +44042,0.55,Very Good,H,VS2,62.0,55.2,1548.0,5.28,5.31,3.28 +35348,0.38,Ideal,E,SI1,61.9,55.0,898.0,4.7,4.64,2.89 +13612,1.09,Very Good,F,SI1,62.3,57.0,5570.0,6.55,6.61,4.1 +18062,1.51,Premium,I,SI2,58.7,59.0,7292.0,7.53,7.49,4.41 +13317,1.01,Very Good,E,SI1,62.9,60.0,5499.0,6.35,6.43,4.02 +15427,1.04,Ideal,G,VS2,61.4,57.0,6177.0,6.5,6.53,4.0 +2382,0.32,Very Good,G,VS2,59.9,57.0,561.0,4.47,4.51,2.69 +47307,0.26,Very Good,G,VS2,62.4,57.0,397.0,4.09,4.12,2.56 +9574,1.0,Premium,D,SI2,58.3,61.0,4626.0,6.59,6.54,3.83 +18834,1.0,Very Good,D,VS2,63.6,56.0,7717.0,6.3,6.35,4.02 +13172,1.2,Fair,F,SI2,63.4,60.0,5445.0,6.56,6.65,4.19 +4107,0.78,Ideal,F,VS1,61.6,56.0,3537.0,5.9,5.92,3.64 +14308,1.28,Ideal,J,VS2,62.8,57.0,5795.0,6.93,6.87,4.33 +7399,0.33,Ideal,H,VS1,61.4,57.0,579.0,4.44,4.49,2.74 +18736,1.02,Ideal,F,VS1,61.0,56.0,7654.0,6.54,6.5,3.98 +28316,0.3,Good,H,SI1,63.8,55.0,432.0,4.2,4.26,2.7 +30951,0.32,Very Good,E,SI2,62.4,58.0,449.0,4.35,4.4,2.73 +45638,0.25,Very Good,G,VVS1,61.8,57.0,525.0,4.04,4.07,2.5 +35243,0.37,Premium,F,VS2,60.5,59.0,894.0,4.67,4.62,2.81 +41124,0.6,Premium,D,SI2,62.0,57.0,1196.0,5.43,5.35,3.34 +41650,0.44,Good,D,VS2,60.6,64.0,1238.0,4.97,4.89,2.99 +2716,0.33,Ideal,H,SI1,60.6,56.0,564.0,4.46,4.49,2.72 +41623,0.34,Ideal,J,VVS1,62.1,54.2,504.0,4.48,4.51,2.79 +21152,1.18,Premium,G,VVS2,61.6,58.0,9304.0,6.8,6.77,4.18 +5027,0.9,Very Good,E,SI1,62.5,60.0,3748.0,6.09,6.13,3.82 +23798,1.5,Premium,H,VVS2,62.9,59.0,11855.0,7.31,7.26,4.58 +53154,0.71,Premium,G,VS2,62.1,62.0,2623.0,5.71,5.65,3.53 +16280,1.2,Ideal,H,SI1,62.7,55.0,6512.0,6.76,6.73,4.23 +25592,1.2,Ideal,F,IF,61.6,57.0,14430.0,6.84,6.79,4.2 +28205,0.4,Very Good,D,SI2,62.8,56.0,666.0,4.7,4.73,2.96 +51098,0.7,Good,H,SI1,63.7,59.0,2335.0,5.59,5.53,3.54 +9564,0.91,Ideal,E,SI1,61.9,55.0,4623.0,6.18,6.22,3.84 +32394,0.31,Ideal,E,VVS2,61.6,55.0,791.0,4.37,4.4,2.7 +49454,0.52,Ideal,I,IF,60.9,57.0,2111.0,5.17,5.21,3.16 +16457,1.31,Ideal,I,VS1,64.3,59.0,6573.0,6.87,6.84,4.41 +40844,0.4,Very Good,G,IF,61.8,58.0,1173.0,4.69,4.73,2.91 +52744,0.71,Ideal,I,VVS1,62.6,57.0,2559.0,5.66,5.69,3.55 +38114,0.3,Ideal,H,IF,61.5,56.0,1013.0,4.34,4.31,2.66 +14102,1.28,Ideal,I,SI2,62.5,59.0,5719.0,6.88,6.95,4.32 +539,0.79,Premium,H,VVS2,62.6,58.0,2827.0,5.96,5.9,3.71 +40174,0.38,Premium,D,VS2,58.7,61.0,1117.0,4.77,4.74,2.79 +25197,1.56,Ideal,G,VS2,62.3,53.0,13787.0,7.41,7.49,4.64 +14138,1.02,Very Good,D,SI1,62.8,58.0,5733.0,6.37,6.41,4.01 +28378,0.24,Premium,D,VVS2,58.8,58.0,668.0,4.08,4.05,2.39 +1803,0.75,Ideal,E,SI1,61.3,57.0,3053.0,5.84,5.91,3.6 +23072,2.25,Ideal,I,SI2,60.7,56.0,11104.0,8.54,8.5,5.17 +10557,1.06,Premium,G,SI1,59.6,58.0,4815.0,6.67,6.73,3.99 +38727,0.4,Ideal,G,VVS1,62.3,54.0,1043.0,4.75,4.76,2.96 +15015,1.02,Very Good,F,VS2,61.8,57.0,6047.0,6.4,6.44,3.97 +42533,0.4,Premium,D,VVS2,62.2,54.0,1323.0,4.77,4.75,2.96 +21737,2.04,Fair,I,SI2,66.6,56.0,9802.0,7.8,7.77,5.19 +39075,0.5,Premium,I,SI1,61.7,58.0,1059.0,5.15,5.09,3.16 +43181,0.52,Ideal,H,VS2,62.2,56.4,1391.0,5.09,5.16,3.19 +52,0.23,Ideal,G,VS1,61.9,54.0,404.0,3.93,3.95,2.44 +7208,0.91,Very Good,E,SI1,58.8,59.0,4191.0,6.34,6.39,3.74 +47521,0.61,Ideal,I,VVS2,62.0,54.0,1867.0,5.51,5.47,3.4 +51318,0.31,Ideal,H,VS1,61.1,57.0,544.0,4.35,4.39,2.67 +29472,0.32,Ideal,E,VS2,62.1,56.0,702.0,4.4,4.43,2.74 +41402,0.52,Ideal,F,SI1,62.0,53.0,1223.0,5.16,5.2,3.21 +8257,0.83,Ideal,D,VS2,62.0,54.9,4378.0,6.03,6.04,3.74 +50042,0.81,Premium,J,SI1,61.8,57.0,2199.0,6.02,5.96,3.7 +7026,0.9,Premium,F,SI1,63.0,60.0,4158.0,6.13,6.09,3.85 +15325,1.23,Ideal,H,SI2,62.4,57.0,6152.0,6.79,6.84,4.25 +41620,0.29,Very Good,E,VS1,58.9,56.0,504.0,4.35,4.37,2.57 +5111,0.72,Ideal,F,VS1,61.0,55.0,3759.0,5.77,5.81,3.53 +3047,0.27,Very Good,G,VVS1,62.5,56.0,566.0,4.14,4.16,2.59 +10069,0.32,Premium,H,SI1,62.3,60.0,591.0,4.4,4.36,2.73 +21975,1.76,Premium,I,SI2,62.0,58.0,10043.0,7.76,7.72,4.8 +20006,1.2,Ideal,G,VS1,62.4,57.0,8545.0,6.78,6.8,4.24 +53381,0.87,Premium,F,SI2,61.5,57.0,2661.0,6.13,6.1,3.76 +15173,1.01,Premium,F,VS2,59.9,61.0,6097.0,6.5,6.46,3.88 +12536,1.21,Very Good,J,VS1,60.9,60.0,5267.0,6.87,6.9,4.19 +18699,0.3,Good,E,VS2,64.2,57.0,619.0,4.24,4.13,2.69 +19835,1.0,Premium,F,VVS2,61.2,60.0,8400.0,6.43,6.38,3.92 +17661,1.23,Ideal,I,VVS1,62.1,57.0,7117.0,6.9,6.83,4.26 +10029,0.29,Good,F,VS1,62.1,56.0,415.0,4.24,4.26,2.64 +6182,0.97,Premium,F,SI2,61.9,58.0,3993.0,6.35,6.31,3.92 +40374,0.43,Premium,E,VS1,62.3,58.0,1131.0,4.78,4.82,2.99 +28941,0.3,Good,H,VVS1,63.3,59.0,684.0,4.22,4.28,2.69 +30324,0.36,Very Good,G,VS1,61.2,60.0,726.0,4.56,4.59,2.8 +12208,1.05,Ideal,G,SI1,61.8,56.0,5192.0,6.5,6.54,4.03 +37395,0.3,Ideal,E,VVS1,61.1,56.0,982.0,4.38,4.36,2.67 +35179,0.31,Ideal,G,IF,61.8,54.0,891.0,4.36,4.38,2.7 +5776,1.18,Fair,D,SI2,57.0,66.0,3899.0,6.96,6.91,3.98 +47493,0.53,Ideal,G,VVS2,60.0,57.0,1865.0,5.27,5.29,3.17 +39496,0.41,Ideal,E,VS1,62.1,56.0,1079.0,4.75,4.78,2.96 +1993,0.91,Premium,F,SI2,62.1,56.0,3096.0,6.26,6.21,3.87 +49276,0.54,Ideal,G,VVS2,62.1,56.0,2090.0,5.22,5.19,3.23 +16206,1.02,Very Good,F,VS2,59.4,58.0,6479.0,6.52,6.62,3.9 +2010,0.83,Ideal,E,SI2,61.9,53.0,3103.0,6.04,6.08,3.75 +50272,0.58,Premium,F,VVS2,62.6,56.0,2238.0,5.37,5.27,3.33 +28824,0.41,Premium,D,SI2,62.3,58.0,683.0,4.74,4.77,2.96 +723,0.36,Ideal,H,SI1,61.9,55.0,556.0,4.57,4.59,2.83 +11432,1.14,Premium,H,SI1,60.7,58.0,5003.0,6.76,6.82,4.12 +53588,0.8,Premium,H,SI1,62.0,59.0,2699.0,5.91,5.96,3.68 +50757,0.56,Ideal,G,IF,61.7,55.0,2298.0,5.29,5.34,3.28 +53314,0.72,Ideal,I,VS2,61.8,56.0,2650.0,5.72,5.77,3.56 +98,0.96,Fair,F,SI2,66.3,62.0,2759.0,6.27,5.95,4.07 +21496,1.52,Very Good,J,VVS1,63.6,56.0,9593.0,7.26,7.33,4.64 +34,0.23,Very Good,E,VS1,59.5,58.0,402.0,4.01,4.06,2.4 +26161,1.5,Premium,F,VS1,59.6,60.0,15478.0,7.49,7.41,4.44 +48404,0.64,Very Good,D,SI1,62.3,58.0,1969.0,5.49,5.53,3.43 +5545,1.02,Premium,I,SI2,61.2,59.0,3856.0,6.51,6.46,3.97 +29589,0.45,Ideal,D,SI2,62.0,55.0,706.0,4.92,4.95,3.06 +37524,0.37,Ideal,F,VVS2,61.1,56.0,987.0,4.62,4.65,2.83 +47929,0.56,Ideal,E,VS2,60.9,56.0,1915.0,5.35,5.32,3.25 +7422,1.02,Premium,I,SI1,62.7,58.0,4227.0,6.44,6.41,4.03 +50684,0.7,Ideal,F,SI1,61.3,57.0,2288.0,5.72,5.77,3.52 +32069,0.33,Ideal,D,SI1,62.4,54.0,780.0,4.44,4.41,2.76 +877,0.77,Very Good,E,SI1,63.2,58.0,2873.0,5.8,5.84,3.68 +34216,0.39,Very Good,H,VVS2,62.1,58.0,855.0,4.63,4.65,2.88 +53794,1.01,Very Good,I,SI1,63.3,59.0,2730.0,6.26,6.22,3.95 +51198,0.61,Very Good,G,VVS2,62.3,59.0,2351.0,5.4,5.45,3.38 +966,0.71,Good,D,VS2,62.3,61.0,2891.0,5.7,5.73,3.56 +40651,0.5,Very Good,E,SI2,61.3,56.0,1154.0,5.08,5.13,3.13 +26142,1.5,Ideal,F,VS2,61.9,56.4,15444.0,7.31,7.33,4.53 +11044,0.25,Ideal,F,VS1,62.1,57.0,595.0,4.01,4.04,2.5 +12575,1.13,Premium,D,SI2,62.0,58.0,5280.0,6.64,6.68,4.13 +36617,0.32,Ideal,G,SI1,62.5,55.0,477.0,4.35,4.38,2.73 +16257,2.07,Fair,G,I1,67.7,56.0,6503.0,7.76,7.73,5.25 +3511,1.14,Fair,J,SI2,64.4,55.0,3403.0,6.56,6.54,4.22 +46057,0.51,Ideal,E,VS2,62.8,56.0,1733.0,5.14,5.11,3.22 +42033,0.53,Ideal,F,SI1,62.4,57.0,1268.0,5.18,5.21,3.24 +35206,0.44,Very Good,J,VS1,63.2,57.0,891.0,4.86,4.82,3.06 +13402,0.32,Very Good,G,VS1,61.2,62.0,602.0,4.41,4.45,2.71 +6407,1.02,Very Good,H,SI2,60.9,58.0,4039.0,6.41,6.53,3.94 +21097,1.5,Premium,G,SI1,62.6,55.0,9265.0,7.31,7.27,4.56 +40496,0.42,Ideal,F,VVS2,61.6,56.0,1142.0,4.83,4.85,2.98 +17794,1.14,Ideal,G,VS2,61.5,57.0,7171.0,6.72,6.68,4.12 +47508,0.74,Good,G,SI1,63.6,58.0,1865.0,5.73,5.71,3.64 +39252,0.37,Premium,D,VVS1,61.4,58.0,1069.0,4.63,4.65,2.85 +38249,0.32,Ideal,E,IF,61.9,55.0,1018.0,4.38,4.41,2.72 +29316,0.31,Ideal,H,VS1,61.1,57.0,698.0,4.39,4.35,2.67 +22525,1.0,Fair,D,VVS2,61.1,57.0,10562.0,6.37,6.3,3.87 +12266,1.5,Good,H,SI2,64.0,61.0,5208.0,7.18,7.14,4.58 +16169,1.0,Premium,G,VS1,61.2,58.0,6462.0,6.49,6.38,3.94 +15099,1.21,Ideal,H,SI1,61.1,57.0,6069.0,6.83,6.91,4.2 +11419,0.9,Good,G,VVS2,63.6,58.0,5001.0,6.1,6.11,3.88 +36898,0.33,Ideal,H,IF,60.6,57.0,959.0,4.51,4.5,2.73 +39790,0.39,Ideal,D,VS1,60.3,56.0,1095.0,4.71,4.77,2.86 +5956,0.9,Good,F,SI1,63.1,58.0,3950.0,6.12,6.18,3.88 +16233,1.15,Ideal,G,VS2,61.4,57.0,6492.0,6.78,6.74,4.15 +41814,0.54,Very Good,E,SI2,63.4,56.0,1250.0,5.18,5.14,3.27 +27115,1.8,Very Good,E,SI1,62.2,57.0,17273.0,7.81,7.89,4.88 +34748,0.41,Ideal,H,SI1,62.8,56.0,876.0,4.77,4.72,2.98 +17024,1.02,Ideal,G,VS2,62.3,56.0,6796.0,6.46,6.51,4.04 +22,0.23,Very Good,E,VS2,63.8,55.0,352.0,3.85,3.92,2.48 +19061,1.51,Very Good,I,SI2,60.0,59.0,7841.0,7.45,7.52,4.49 +32596,0.3,Ideal,F,VVS1,61.2,55.0,802.0,4.33,4.36,2.66 +34677,0.41,Good,D,VS2,63.8,55.0,873.0,4.7,4.73,3.01 +47655,0.31,Ideal,H,SI1,61.0,56.0,530.0,4.38,4.41,2.68 +6706,0.3,Ideal,J,VS1,62.0,57.0,411.0,4.28,4.3,2.66 +50931,0.71,Ideal,I,SI1,62.0,54.0,2319.0,5.72,5.75,3.55 +51786,0.72,Fair,D,VS2,65.4,56.0,2414.0,5.68,5.6,3.69 +24396,2.11,Premium,H,SI2,60.9,59.0,12633.0,8.3,8.25,5.04 +17859,1.0,Premium,F,VVS2,61.9,61.0,7204.0,6.45,6.32,3.95 +18259,1.28,Ideal,G,SI1,62.4,58.0,7415.0,6.89,6.95,4.32 +28181,0.37,Premium,I,VS2,61.1,59.0,666.0,4.65,4.58,2.82 +8032,1.0,Premium,F,SI2,59.9,61.0,4333.0,6.46,6.42,3.86 +32339,0.36,Premium,E,VS2,61.8,58.0,789.0,4.52,4.57,2.81 +32124,0.47,Ideal,G,SI2,62.4,55.0,784.0,4.96,5.01,3.11 +18883,1.0,Very Good,G,VS2,61.1,55.0,7743.0,6.44,6.5,3.95 +22912,1.01,Ideal,E,VVS1,62.0,57.0,10954.0,6.39,6.45,3.98 +40991,0.42,Ideal,E,VS1,61.6,57.0,1181.0,4.84,4.8,2.97 +30916,0.34,Ideal,F,VS1,62.2,56.0,745.0,4.44,4.47,2.77 +53174,0.71,Very Good,F,VS2,63.5,60.0,2630.0,5.64,5.67,3.59 +52180,0.7,Very Good,E,SI1,62.3,58.0,2476.0,5.6,5.67,3.51 +2509,0.7,Ideal,F,VS1,62.4,56.0,3199.0,5.67,5.65,3.53 +13255,1.01,Ideal,I,VVS1,61.7,56.0,5478.0,6.42,6.47,3.98 +44430,0.55,Very Good,E,VS2,58.1,62.0,1589.0,5.38,5.46,3.15 +33775,0.41,Ideal,D,SI2,62.6,57.0,841.0,4.77,4.72,2.97 +3003,0.81,Ideal,F,SI2,62.1,56.0,3303.0,5.95,6.0,3.71 +28730,0.31,Ideal,E,VS2,61.6,56.0,680.0,4.37,4.4,2.7 +35650,0.31,Premium,G,VVS2,61.8,58.0,907.0,4.36,4.32,2.68 +48688,0.77,Good,E,SI2,64.1,56.0,2005.0,5.84,5.77,3.72 +10432,1.06,Very Good,H,SI1,62.8,58.0,4785.0,6.47,6.49,4.07 +22325,1.26,Ideal,G,VVS2,60.7,56.0,10367.0,7.03,7.05,4.27 +13553,1.03,Very Good,D,SI1,63.0,59.0,5551.0,6.39,6.44,4.04 +39282,0.3,Ideal,H,VS2,62.3,56.0,491.0,4.29,4.31,2.68 +2845,0.56,Ideal,D,VVS1,61.8,56.0,3270.0,5.28,5.31,3.27 +52412,0.7,Very Good,G,VS1,60.8,56.0,2512.0,5.72,5.76,3.49 +10996,1.19,Ideal,H,SI2,62.0,57.0,4914.0,6.77,6.81,4.21 +1412,0.92,Premium,H,SI1,59.2,60.0,2968.0,6.4,6.35,3.76 +29737,0.32,Ideal,G,VVS2,62.0,54.0,708.0,4.39,4.42,2.73 +49096,0.71,Very Good,I,SI1,60.2,58.0,2063.0,5.76,5.83,3.49 +14514,1.12,Ideal,H,SI1,62.8,55.0,5863.0,6.66,6.61,4.17 +41283,0.39,Ideal,G,IF,60.6,56.0,1209.0,4.73,4.76,2.87 +18659,1.11,Premium,F,VS1,60.7,59.0,7623.0,6.64,6.61,4.02 +4793,1.1,Premium,I,SI2,62.4,59.0,3696.0,6.55,6.51,4.08 +11037,1.06,Premium,I,VS1,62.4,55.0,4920.0,6.57,6.5,4.08 +27235,1.64,Ideal,G,VVS2,61.8,56.0,17604.0,7.59,7.6,4.69 +51578,0.77,Very Good,I,VS2,63.1,58.0,2391.0,5.86,5.7,3.65 +44132,0.46,Ideal,G,IF,60.9,57.0,1560.0,4.98,5.01,3.04 +9497,1.01,Good,E,SI1,64.7,57.0,4608.0,6.22,6.29,4.05 +35942,0.33,Ideal,G,SI1,62.2,54.0,475.0,4.42,4.45,2.76 +20972,1.53,Very Good,I,SI1,63.0,58.0,9183.0,7.24,7.32,4.59 +40491,0.42,Ideal,F,VVS2,61.1,57.0,1142.0,4.82,4.84,2.95 +51813,1.01,Ideal,I,I1,61.6,56.0,2416.0,6.45,6.43,3.97 +22376,0.31,Ideal,H,VS2,63.0,57.0,628.0,4.34,4.32,2.73 +14696,1.0,Very Good,F,VS2,62.9,59.0,5929.0,6.3,6.33,3.97 +16938,1.22,Premium,I,VS1,62.6,57.4,6763.0,6.76,6.8,4.24 +4114,0.9,Fair,H,VS2,64.6,55.0,3538.0,6.07,6.0,3.9 +107,0.8,Premium,G,SI1,63.0,59.0,2760.0,5.9,5.81,3.69 +12482,1.21,Good,I,SI1,62.7,59.0,5252.0,6.63,6.71,4.18 +23838,1.7,Good,I,VS1,58.0,60.0,11921.0,7.84,7.88,4.56 +47877,0.52,Ideal,G,VVS2,62.1,57.0,1911.0,5.13,5.17,3.2 +28159,0.3,Ideal,H,VVS1,61.8,55.0,665.0,4.34,4.37,2.69 +48731,0.52,Ideal,G,VVS2,61.7,56.0,2012.0,5.16,5.14,3.18 +36965,0.41,Premium,G,VS1,62.5,59.0,961.0,4.77,4.73,2.97 +5716,0.25,Very Good,E,VVS2,62.7,59.0,575.0,4.01,4.03,2.52 +28640,0.33,Good,I,SI1,63.6,53.0,434.0,4.4,4.43,2.81 +39580,0.41,Premium,D,VS1,60.6,59.0,1082.0,4.84,4.8,2.92 +10323,1.03,Very Good,G,SI1,63.1,57.0,4764.0,6.45,6.41,4.06 +43795,0.7,Good,J,SI1,64.3,56.0,1442.0,5.62,5.57,3.6 +15585,1.2,Premium,I,VS1,59.9,59.0,6250.0,6.96,6.87,4.14 +40247,0.37,Premium,D,VS2,61.0,59.0,1124.0,4.63,4.59,2.81 +29466,0.32,Ideal,E,VS2,62.0,57.0,702.0,4.39,4.41,2.73 +20751,1.02,Very Good,F,VVS1,62.4,58.0,8990.0,6.38,6.41,3.99 +28134,0.29,Very Good,F,VVS1,62.3,58.0,664.0,4.22,4.25,2.64 +42562,0.42,Ideal,D,VVS2,61.4,56.0,1326.0,4.82,4.85,2.97 +5025,0.91,Ideal,F,SI2,62.4,57.0,3746.0,6.22,6.18,3.87 +44584,0.53,Good,G,VS1,63.4,56.0,1607.0,5.1,5.15,3.25 +22483,1.52,Premium,D,SI1,61.2,62.0,10512.0,7.38,7.36,4.51 +5952,1.01,Good,G,SI2,61.1,62.0,3948.0,6.38,6.48,3.93 +27212,1.97,Premium,H,VS2,62.9,59.0,17535.0,8.01,7.9,5.0 +49463,0.72,Ideal,H,SI2,61.4,55.0,2112.0,5.81,5.78,3.56 +29292,0.31,Ideal,I,SI1,61.9,56.0,436.0,4.33,4.36,2.69 +34151,0.33,Premium,H,VVS2,61.6,58.0,854.0,4.45,4.42,2.73 +47503,0.7,Fair,H,SI1,65.3,55.0,1865.0,5.58,5.54,3.63 +35813,0.31,Ideal,F,IF,62.0,54.0,914.0,4.38,4.4,2.72 +52447,0.71,Very Good,G,SI1,61.6,61.0,2515.0,5.7,5.72,3.52 +27281,2.01,Premium,F,SI2,61.3,61.0,17746.0,8.02,7.96,4.9 +19058,1.5,Very Good,J,VVS2,62.8,62.0,7840.0,7.22,7.25,4.54 +44785,0.5,Very Good,E,VS2,61.2,63.0,1623.0,5.14,5.09,3.13 +41191,0.44,Ideal,G,VVS1,62.3,56.0,1202.0,4.85,4.87,3.03 +12117,0.9,Very Good,F,VS1,61.5,55.0,5167.0,6.25,6.28,3.85 +18402,1.06,Ideal,F,VS1,61.9,57.0,7479.0,6.55,6.53,4.05 +51755,0.65,Very Good,F,VS1,59.3,56.0,2406.0,5.64,5.76,3.37 +1772,0.93,Ideal,I,SI2,62.3,57.0,3047.0,6.22,6.2,3.87 +22706,0.35,Ideal,I,VS2,59.8,57.0,630.0,4.6,4.59,2.75 +2864,0.73,Ideal,E,VS2,61.9,55.0,3275.0,5.76,5.8,3.57 +10900,1.02,Very Good,H,SI1,63.4,57.0,4884.0,6.42,6.36,4.05 +14899,1.7,Very Good,F,I1,63.1,56.0,5998.0,7.62,7.51,4.78 +37081,0.41,Very Good,F,SI1,63.3,57.0,969.0,4.72,4.69,2.98 +8559,0.91,Premium,E,SI1,62.5,61.0,4434.0,6.19,6.1,3.84 +21819,1.31,Premium,G,VS1,61.5,59.0,9891.0,7.0,7.06,4.32 +49939,0.7,Good,H,VS2,58.9,65.0,2187.0,5.69,5.76,3.37 +4863,0.75,Ideal,D,SI1,61.1,56.0,3712.0,5.85,5.9,3.59 +53547,0.82,Premium,I,VS2,62.2,59.0,2692.0,5.97,6.03,3.73 +25869,2.01,Good,H,SI2,62.2,57.0,14956.0,8.05,8.1,5.03 +1786,0.8,Very Good,E,SI1,63.1,56.0,3050.0,5.93,5.83,3.71 +16013,1.01,Very Good,G,VS2,63.4,55.0,6406.0,6.35,6.4,4.04 +32442,0.43,Premium,F,SI1,62.6,58.0,792.0,4.77,4.81,3.0 +23087,1.75,Ideal,F,SI2,62.9,57.0,11113.0,7.71,7.59,4.81 +37067,0.43,Premium,G,SI1,62.3,59.0,968.0,4.81,4.79,2.99 +47203,0.5,Premium,G,VVS2,61.6,60.0,1838.0,5.1,5.13,3.15 +7673,1.0,Good,I,SI1,58.0,58.0,4273.0,6.56,6.62,3.82 +16681,0.32,Ideal,H,SI2,61.4,56.0,420.0,4.4,4.43,2.71 +45796,0.51,Premium,E,VS2,62.5,60.0,1709.0,5.1,5.08,3.18 +17948,1.51,Premium,J,SI1,60.6,57.0,7255.0,7.46,7.38,4.5 +46167,0.5,Premium,E,VS2,61.5,56.0,1746.0,5.11,5.07,3.13 +39079,0.41,Premium,E,SI1,62.3,56.0,1059.0,4.78,4.76,2.97 +47871,0.52,Ideal,G,VVS2,62.4,55.0,1911.0,5.17,5.19,3.23 +47477,0.61,Very Good,G,VS2,62.0,57.0,1861.0,5.44,5.47,3.38 +40241,0.39,Ideal,F,VVS1,62.1,55.0,1124.0,4.69,4.71,2.92 +48250,0.63,Very Good,E,SI1,61.0,57.6,1952.0,5.48,5.51,3.36 +42201,0.54,Ideal,G,SI2,62.7,56.0,1287.0,5.23,5.2,3.27 +4928,1.03,Very Good,J,SI2,58.0,60.0,3729.0,6.64,6.67,3.86 +13183,1.2,Very Good,D,SI2,62.6,57.0,5451.0,6.74,6.84,4.25 +47106,0.61,Premium,H,VVS2,62.4,59.0,1827.0,5.4,5.43,3.38 +4009,0.9,Very Good,F,SI2,61.6,58.0,3519.0,6.15,6.23,3.81 +38207,0.43,Premium,F,SI1,61.6,59.0,1016.0,4.87,4.83,2.99 +40733,0.35,Ideal,D,VVS2,60.8,56.0,1162.0,4.58,4.6,2.79 +16103,1.31,Premium,I,VS2,61.9,59.0,6438.0,7.02,6.98,4.33 +22449,1.72,Very Good,J,VS2,60.9,61.0,10477.0,7.77,7.79,4.74 +5583,1.12,Ideal,E,SI2,60.9,57.0,3864.0,6.66,6.6,4.04 +7913,0.9,Very Good,E,SI1,62.6,58.0,4315.0,6.11,6.15,3.84 +43023,0.59,Ideal,F,SI2,60.1,57.0,1371.0,5.45,5.49,3.29 +34547,0.36,Ideal,G,VS1,62.3,57.0,869.0,4.57,4.55,2.84 +53105,0.57,Ideal,E,VVS2,62.3,54.0,2615.0,5.3,5.35,3.32 +45017,0.54,Premium,H,VS1,61.9,56.0,1637.0,5.29,5.24,3.26 +24754,2.03,Good,D,SI2,63.1,59.0,13109.0,8.12,7.99,5.08 +33224,0.39,Very Good,F,VS2,62.4,58.0,821.0,4.61,4.65,2.89 +16298,1.0,Premium,F,VS2,61.9,59.0,6521.0,6.36,6.41,3.95 +51223,0.71,Fair,E,SI1,64.7,59.0,2352.0,5.61,5.58,3.62 +39331,0.51,Premium,G,SI1,61.4,58.0,1071.0,5.17,5.14,3.16 +5272,0.79,Very Good,E,VVS1,63.1,60.0,3796.0,5.88,5.84,3.7 +21731,1.03,Ideal,D,VVS2,62.0,56.0,9798.0,6.46,6.55,4.03 +32048,0.41,Very Good,D,VS2,62.8,58.0,779.0,4.73,4.76,2.98 +23829,1.56,Premium,F,SI1,60.7,59.0,11901.0,7.55,7.45,4.55 +36091,0.32,Very Good,F,VVS1,61.9,59.0,926.0,4.34,4.39,2.7 +32305,0.25,Very Good,I,VVS2,61.6,56.0,455.0,4.06,4.09,2.51 +1295,0.7,Good,E,VS1,61.0,61.0,2952.0,5.69,5.72,3.48 +41264,0.33,Ideal,E,SI1,59.6,57.0,501.0,4.49,4.53,2.69 +13075,1.26,Ideal,D,SI2,61.6,56.0,5412.0,6.99,6.95,4.3 +34459,0.34,Ideal,D,VS1,60.9,56.0,865.0,4.51,4.56,2.76 +4514,1.02,Good,F,SI2,64.2,61.0,3633.0,6.3,6.21,4.02 +4718,0.38,Ideal,J,VS2,62.3,55.0,572.0,4.63,4.65,2.89 +19073,1.54,Premium,G,SI2,59.4,60.0,7848.0,7.52,7.49,4.46 +2168,0.72,Ideal,H,VS1,61.6,55.0,3133.0,5.76,5.8,3.56 +15593,1.05,Ideal,H,SI1,61.3,57.0,6255.0,6.51,6.54,4.0 +4476,0.92,Premium,H,SI1,62.4,58.0,3624.0,6.19,6.22,3.87 +13875,1.13,Premium,H,VS2,61.4,61.0,5650.0,6.71,6.67,4.11 +27040,0.32,Very Good,G,VS1,61.7,55.0,645.0,4.37,4.41,2.71 +4998,0.9,Good,I,VVS1,63.9,63.0,3741.0,6.04,6.07,3.87 +6673,1.08,Premium,J,SI1,61.0,60.0,4098.0,6.57,6.62,4.02 +46263,0.54,Ideal,G,VS1,62.0,56.0,1754.0,5.21,5.24,3.24 +32576,0.33,Very Good,F,VVS2,61.2,55.0,801.0,4.45,4.47,2.73 +26119,2.54,Very Good,I,SI2,63.5,58.0,15394.0,8.67,8.56,5.47 +39383,0.4,Ideal,E,SI1,62.2,54.0,1074.0,4.76,4.72,2.95 +37599,0.23,Very Good,E,VVS2,59.0,63.0,485.0,3.98,4.05,2.37 +19315,1.61,Premium,F,SI1,62.9,59.0,8024.0,7.5,7.43,4.69 +2012,0.71,Ideal,E,VS2,62.2,56.0,3103.0,5.7,5.75,3.56 +39759,0.51,Ideal,G,SI2,61.3,55.0,1094.0,5.17,5.19,3.17 +28610,0.3,Premium,E,SI1,62.1,60.0,675.0,4.29,4.27,2.66 +43820,0.51,Good,E,SI1,63.9,54.0,1443.0,5.09,5.05,3.24 +36255,0.41,Ideal,E,VS2,62.3,56.0,935.0,4.74,4.77,2.96 +42310,0.41,Ideal,F,VVS1,61.8,55.0,1295.0,4.76,4.78,2.95 +20906,1.3,Premium,G,VS2,62.5,58.0,9120.0,6.97,6.93,4.36 +28812,0.4,Good,E,SI1,64.2,56.0,682.0,4.66,4.69,3.0 +41306,0.38,Ideal,F,IF,60.7,57.0,1212.0,4.69,4.73,2.86 +52258,0.52,Ideal,F,VVS2,60.9,56.0,2489.0,5.19,5.23,3.17 +800,0.7,Premium,E,VS2,59.5,59.0,2862.0,5.82,5.77,3.45 +11704,0.34,Premium,H,VS1,61.6,59.0,596.0,4.49,4.54,2.78 +51071,0.71,Very Good,F,SI1,61.1,57.0,2333.0,5.71,5.74,3.5 +37038,0.38,Premium,H,VVS1,61.2,60.0,967.0,4.68,4.7,2.87 +31103,0.34,Ideal,D,VS2,61.0,58.0,753.0,4.49,4.53,2.75 +47532,0.75,Fair,J,VS1,61.9,67.0,1869.0,5.8,5.7,3.56 +12997,1.01,Premium,H,VS2,61.5,59.0,5400.0,6.49,6.48,3.99 +199,0.7,Ideal,E,SI1,61.4,57.0,2777.0,5.76,5.7,3.52 +45097,0.54,Ideal,I,IF,61.6,53.0,1647.0,5.26,5.3,3.25 +36946,0.23,Good,D,VVS1,64.8,58.0,478.0,3.83,3.85,2.49 +46227,0.5,Ideal,D,VS2,62.3,55.0,1752.0,5.07,5.11,3.17 +29286,0.24,Ideal,G,VS1,62.3,57.0,436.0,3.99,4.02,2.49 +26402,2.01,Very Good,I,VS2,62.1,60.0,15919.0,7.96,8.01,4.96 +24021,1.4,Very Good,E,VS1,59.1,57.0,12196.0,7.28,7.38,4.33 +43711,0.51,Ideal,I,VS2,61.1,56.0,1437.0,5.16,5.18,3.16 +31558,0.38,Very Good,G,VS2,59.9,58.0,766.0,4.72,4.77,2.84 +14719,0.3,Good,H,VVS2,63.1,60.0,605.0,4.24,4.28,2.69 +51801,0.7,Premium,H,VS2,60.7,59.0,2415.0,5.68,5.66,3.44 +2821,1.0,Fair,F,SI2,65.1,55.0,3265.0,6.26,6.23,4.07 +25437,1.54,Premium,F,VS2,62.8,58.0,14188.0,7.33,7.29,4.59 +2667,0.85,Premium,G,VS2,61.0,58.0,3237.0,6.11,6.08,3.72 +580,0.78,Ideal,I,VS2,61.8,55.0,2834.0,5.92,5.95,3.67 +9146,1.01,Fair,D,SI2,64.6,62.0,4538.0,6.26,6.21,4.03 +48333,0.62,Ideal,D,SI1,62.2,55.0,1959.0,5.45,5.51,3.41 +46807,0.57,Very Good,E,VS2,62.1,59.0,1807.0,5.29,5.27,3.28 +24900,1.58,Premium,D,SI1,60.2,58.0,13329.0,7.6,7.46,4.56 +28522,0.41,Very Good,E,SI1,60.0,58.0,674.0,4.79,4.88,2.9 +40925,0.3,Ideal,F,SI1,62.0,55.1,499.0,4.29,4.32,2.67 +28572,0.3,Very Good,H,VS1,63.2,56.0,675.0,4.29,4.25,2.7 +42249,0.57,Ideal,H,SI1,59.3,60.0,1292.0,5.44,5.48,3.24 +24384,0.3,Very Good,G,VVS2,62.9,55.0,638.0,4.28,4.31,2.7 +9018,0.9,Very Good,D,SI1,61.9,55.0,4514.0,6.18,6.22,3.84 +10643,0.93,Premium,G,VS2,62.2,59.0,4834.0,6.21,6.26,3.88 +45488,0.5,Ideal,E,VS1,62.4,58.0,1678.0,5.04,5.06,3.15 +52910,0.64,Ideal,G,VVS2,61.8,54.0,2587.0,5.53,5.56,3.42 +15572,1.56,Good,I,SI1,64.0,57.0,6246.0,7.32,7.28,4.67 +13713,0.37,Ideal,H,VS2,61.7,55.0,603.0,4.64,4.67,2.87 +35124,0.35,Ideal,G,VVS1,61.0,56.0,887.0,4.56,4.59,2.79 +27065,2.03,Ideal,G,SI2,61.1,57.0,17182.0,8.16,8.21,5.0 +27470,2.04,Very Good,I,VS1,61.8,60.0,18127.0,8.11,8.21,5.04 +36829,0.33,Ideal,F,IF,62.2,53.0,957.0,4.46,4.48,2.78 +20534,1.56,Premium,D,SI2,61.1,56.0,8858.0,7.54,7.45,4.58 +18939,1.01,Very Good,D,VS1,63.1,56.0,7785.0,6.38,6.33,4.01 +39006,0.51,Premium,G,SI2,63.0,61.0,1056.0,5.08,4.99,3.17 +17738,1.5,Premium,I,SI2,59.5,62.0,7140.0,7.46,7.39,4.42 +18325,1.34,Very Good,D,SI2,61.7,58.0,7453.0,7.04,7.1,4.36 +30533,0.39,Ideal,E,VS2,61.4,55.0,734.0,4.76,4.81,2.94 +25882,2.06,Premium,I,SI2,60.1,58.0,14982.0,8.32,8.26,4.98 +11527,1.32,Premium,E,I1,62.2,58.0,5027.0,7.05,6.97,4.36 +10831,0.9,Ideal,H,VS2,60.9,54.0,4871.0,6.19,6.22,3.78 +50345,0.85,Good,G,SI1,64.2,58.0,2244.0,6.01,5.92,3.83 +48682,0.53,Ideal,G,VVS1,60.8,56.0,2005.0,5.22,5.24,3.18 +34075,0.4,Very Good,F,VS1,60.9,61.0,851.0,4.75,4.78,2.9 +24814,2.29,Ideal,J,SI2,62.3,57.0,13200.0,8.39,8.43,5.24 +43603,0.31,Good,G,VS2,63.2,58.0,507.0,4.28,4.3,2.71 +42436,0.53,Ideal,D,SI2,61.9,55.0,1314.0,5.19,5.24,3.23 +41580,0.44,Premium,E,VS1,60.7,58.0,1238.0,4.91,4.88,2.97 +2059,0.32,Premium,H,VS1,60.6,60.0,561.0,4.4,4.44,2.68 +20340,1.22,Premium,G,VS1,62.2,59.0,8739.0,6.87,6.82,4.26 +10584,1.01,Very Good,H,VS2,62.5,57.0,4821.0,6.37,6.44,4.0 +15401,1.02,Premium,G,VS2,62.7,58.0,6169.0,6.45,6.4,4.03 +26088,2.03,Premium,G,SI1,61.9,59.0,15322.0,8.14,8.09,5.02 +51854,0.7,Premium,D,SI2,59.5,60.0,2423.0,5.78,5.73,3.43 +42474,0.5,Ideal,F,SI1,61.3,56.0,1317.0,5.13,5.09,3.13 +49825,0.7,Fair,F,SI1,65.9,59.0,2167.0,5.53,5.49,3.63 +42784,0.4,Good,F,VVS1,61.9,61.0,1349.0,4.71,4.73,2.92 +41835,0.5,Fair,D,SI1,64.6,59.0,1253.0,4.93,4.95,3.19 +22072,1.07,Ideal,F,VVS2,60.3,55.0,10093.0,6.65,6.68,4.02 +8178,1.04,Very Good,F,SI2,62.4,54.0,4364.0,6.46,6.53,4.05 +2994,0.9,Premium,G,SI2,61.1,58.0,3303.0,6.18,6.22,3.79 +48763,0.6,Premium,E,SI1,59.6,59.0,2016.0,5.52,5.48,3.28 +30557,0.31,Ideal,D,VS2,61.2,55.0,734.0,4.36,4.46,2.7 +50082,0.52,Very Good,F,VVS1,61.7,56.0,2205.0,5.17,5.22,3.2 +10789,1.26,Ideal,J,SI2,62.8,54.0,4860.0,6.91,6.89,4.33 +28098,0.31,Very Good,F,SI1,63.5,56.0,663.0,4.33,4.3,2.74 +12238,1.01,Premium,H,VS1,62.7,58.0,5199.0,6.37,6.39,4.0 +33662,0.36,Ideal,E,VS1,61.4,54.0,835.0,4.59,4.63,2.83 +5777,0.73,Ideal,F,VVS1,62.7,56.0,3900.0,5.76,5.72,3.6 +6773,0.9,Good,G,VS1,65.8,59.0,4108.0,6.0,6.04,3.96 +49088,0.56,Ideal,D,SI1,61.8,55.0,2061.0,5.32,5.36,3.3 +11172,1.0,Premium,H,VS1,62.4,58.0,4950.0,6.43,6.4,4.0 +17792,1.0,Premium,F,VS2,60.7,57.0,7168.0,6.5,6.45,3.93 +12636,1.0,Premium,F,SI1,62.7,59.0,5292.0,6.4,6.36,4.0 +31661,0.38,Ideal,G,VS2,61.5,54.4,768.0,4.65,4.7,2.88 +33711,0.42,Ideal,F,SI1,61.6,55.0,838.0,4.85,4.83,2.98 +4136,0.81,Very Good,G,VS1,62.6,55.0,3544.0,5.92,5.97,3.72 +29524,0.38,Ideal,I,VS1,62.3,55.0,703.0,4.63,4.66,2.89 +46710,0.52,Ideal,E,VS1,62.6,57.0,1793.0,5.15,5.11,3.21 +48060,0.55,Ideal,D,VS2,61.5,56.0,1928.0,5.25,5.28,3.24 +36985,0.5,Very Good,J,SI1,63.3,60.0,963.0,4.99,4.97,3.15 +35566,0.35,Ideal,G,VS1,62.1,56.0,906.0,4.56,4.52,2.82 +41064,0.49,Ideal,H,SI2,60.7,56.0,1190.0,5.13,5.18,3.13 +2752,0.81,Good,G,VS2,62.9,58.0,3250.0,5.88,5.94,3.72 +8602,1.03,Good,D,SI1,64.3,58.0,4441.0,6.31,6.28,4.05 +60,0.3,Good,I,SI1,63.2,55.0,405.0,4.25,4.29,2.7 +7710,1.0,Ideal,J,VS2,61.9,54.0,4278.0,6.41,6.45,3.98 +22430,1.2,Ideal,G,VVS2,61.1,56.0,10454.0,6.88,6.91,4.21 +5076,1.01,Premium,G,SI2,62.9,57.0,3750.0,6.39,6.33,4.0 +38000,0.43,Ideal,G,VS1,61.1,56.0,1008.0,4.9,4.86,2.98 +26433,2.01,Very Good,I,VS2,62.3,59.0,15965.0,8.02,8.1,5.02 +13128,0.91,Ideal,E,SI1,62.3,55.0,5431.0,6.2,6.23,3.87 +3771,0.9,Premium,J,VVS2,62.5,61.0,3459.0,6.15,6.08,3.82 +36180,0.45,Ideal,F,SI1,60.8,56.0,930.0,4.97,4.93,3.01 +42322,0.41,Ideal,F,VVS1,62.0,55.0,1295.0,4.74,4.78,2.95 +7823,1.0,Premium,D,SI2,60.3,58.0,4295.0,6.48,6.45,3.9 +21832,1.5,Very Good,E,SI2,60.7,55.0,9900.0,7.39,7.44,4.5 +46448,0.56,Ideal,E,VS1,61.6,56.0,1773.0,5.26,5.32,3.26 +4712,0.31,Premium,D,SI1,60.9,60.0,571.0,4.38,4.39,2.67 +33300,0.31,Ideal,G,SI1,62.2,55.0,462.0,4.35,4.36,2.71 +17754,1.13,Ideal,G,VS2,61.9,56.0,7147.0,6.68,6.71,4.14 +30190,0.33,Premium,G,VVS2,61.3,59.0,722.0,4.42,4.45,2.72 +48281,0.53,Ideal,D,VS2,61.2,56.0,1956.0,5.23,5.2,3.19 +11380,0.34,Very Good,E,SI1,62.9,56.0,596.0,4.45,4.48,2.81 +49699,0.71,Very Good,F,SI2,62.8,58.0,2147.0,5.63,5.7,3.56 +13550,1.06,Premium,I,VS1,61.2,57.1,5550.0,6.56,6.59,4.03 +12580,1.2,Premium,H,SI2,62.3,58.0,5280.0,6.76,6.81,4.23 +23419,1.53,Very Good,E,SI1,63.5,58.0,11406.0,7.35,7.29,4.65 +46496,0.52,Ideal,F,VS1,62.2,55.0,1778.0,5.14,5.18,3.21 +26710,0.32,Ideal,H,VVS2,61.8,55.0,645.0,4.38,4.42,2.72 +33233,0.37,Ideal,D,SI1,61.1,57.0,823.0,4.63,4.64,2.83 +39872,0.36,Premium,E,VVS2,61.7,59.0,1102.0,4.56,4.52,2.8 +53292,0.3,Good,D,SI1,63.3,55.0,552.0,4.28,4.31,2.72 +48395,0.7,Premium,I,VS2,63.0,60.0,1966.0,5.62,5.59,3.53 +41344,0.55,Ideal,I,VS2,61.3,54.0,1216.0,5.28,5.36,3.26 +44091,0.57,Ideal,H,VS1,61.7,54.0,1554.0,5.33,5.36,3.3 +52811,0.71,Premium,I,VVS1,63.0,58.0,2572.0,5.68,5.66,3.57 +8823,1.02,Good,E,SI2,64.3,58.0,4478.0,6.36,6.26,4.06 +19112,1.2,Ideal,I,VVS2,61.5,56.0,7877.0,6.79,6.84,4.19 +40479,0.53,Good,E,SI2,63.4,56.0,1141.0,5.16,5.18,3.28 +24974,1.51,Premium,F,VS2,62.2,60.0,13474.0,7.25,7.34,4.54 +27043,0.32,Premium,F,VS2,59.4,58.0,645.0,4.44,4.48,2.65 +7772,1.02,Very Good,F,SI2,60.9,58.0,4284.0,6.43,6.55,3.95 +7205,0.86,Very Good,D,VS2,62.8,55.0,4191.0,6.07,6.13,3.83 +53935,0.72,Premium,D,SI1,62.7,59.0,2757.0,5.69,5.73,3.58 +42524,0.4,Premium,F,VVS1,60.2,59.0,1323.0,4.76,4.74,2.86 +16344,1.1,Ideal,G,VS1,61.3,54.0,6535.0,6.69,6.65,4.09 +35619,0.37,Good,I,VS2,64.0,56.0,473.0,4.58,4.45,2.89 +40087,0.33,Premium,H,IF,60.3,59.0,1114.0,4.49,4.47,2.7 +2848,0.79,Ideal,D,SI1,61.3,54.0,3270.0,6.01,5.96,3.67 +42445,0.51,Very Good,E,SI1,61.6,53.0,1315.0,5.16,5.19,3.19 +27460,2.04,Premium,H,SI1,62.5,61.0,18115.0,8.08,8.04,5.04 +30287,0.34,Very Good,F,SI2,63.0,58.0,447.0,4.45,4.47,2.81 +21399,1.51,Premium,E,SI2,61.1,60.0,9513.0,7.37,7.27,4.47 +30730,0.32,Ideal,F,VVS2,62.1,54.0,739.0,4.42,4.44,2.75 +15826,1.02,Premium,F,VS2,62.7,59.0,6333.0,6.44,6.41,4.03 +41251,0.3,Very Good,F,SI1,62.1,60.0,500.0,4.26,4.28,2.65 +35452,0.32,Ideal,E,VS2,62.0,55.0,900.0,4.38,4.36,2.71 +18762,1.14,Ideal,G,VS2,61.4,56.0,7667.0,6.74,6.77,4.15 +13911,1.07,Premium,F,SI1,59.6,58.0,5662.0,6.72,6.68,3.99 +31798,0.42,Premium,F,SI1,61.5,58.0,773.0,4.8,4.83,2.96 +5627,0.92,Premium,D,SI2,59.4,59.0,3877.0,6.39,6.28,3.76 +52846,0.7,Ideal,E,SI1,62.3,56.0,2575.0,5.68,5.72,3.55 +36179,0.46,Ideal,G,SI1,62.0,53.0,930.0,4.99,5.04,3.11 +47687,0.56,Premium,E,VS2,58.8,59.0,1882.0,5.45,5.36,3.18 +9530,1.01,Ideal,J,VS2,61.3,56.0,4617.0,6.46,6.5,3.97 +37163,0.32,Ideal,D,VS2,62.3,57.0,972.0,4.41,4.39,2.74 +25701,0.34,Good,D,VS2,63.6,55.0,644.0,4.4,4.43,2.81 +31251,0.41,Good,D,SI1,56.5,63.0,758.0,4.98,4.94,2.8 +44479,0.62,Premium,F,SI1,61.7,59.0,1595.0,5.51,5.48,3.39 +39444,0.52,Premium,G,SI2,58.4,62.0,1076.0,5.33,5.28,3.1 +48418,0.7,Very Good,I,VS1,62.4,58.0,1971.0,5.62,5.67,3.52 +9185,1.1,Very Good,J,VS1,60.9,59.0,4545.0,6.65,6.74,4.08 +43018,0.5,Ideal,H,VS1,61.9,54.0,1370.0,5.12,5.15,3.18 +42260,0.47,Good,E,VS2,58.4,60.3,1294.0,5.08,5.17,3.0 +3037,0.3,Good,G,VS1,63.4,55.0,565.0,4.26,4.32,2.72 +36741,0.32,Ideal,G,IF,60.9,56.0,954.0,4.41,4.43,2.69 +6047,0.32,Ideal,I,VS2,60.3,56.0,576.0,4.45,4.44,2.68 +24517,2.02,Good,J,SI1,63.5,60.0,12798.0,7.93,7.98,5.05 +17725,0.26,Very Good,E,VVS2,62.9,56.0,614.0,4.07,4.1,2.57 +30858,0.33,Ideal,G,VS2,62.6,57.0,743.0,4.47,4.45,2.79 +29459,0.39,Very Good,D,VS2,62.2,58.0,702.0,4.63,4.69,2.9 +23694,2.02,Very Good,J,SI2,62.4,55.0,11757.0,8.05,8.11,5.04 +6386,0.25,Premium,E,VVS2,62.5,59.0,576.0,4.02,4.04,2.52 +22296,1.01,Premium,F,VVS1,60.8,58.0,10341.0,6.55,6.48,3.96 +8044,0.38,Premium,I,SI1,60.5,58.0,581.0,4.67,4.72,2.84 +12079,1.29,Ideal,D,I1,61.3,56.0,5158.0,7.05,6.99,4.3 +14798,1.27,Very Good,I,SI1,63.1,59.0,5953.0,6.83,6.87,4.32 +41367,0.43,Very Good,H,VVS1,60.2,55.0,1220.0,4.92,4.95,2.97 +27232,1.7,Good,F,VS2,62.2,56.0,17597.0,7.54,7.6,4.71 +44626,0.57,Ideal,G,VS2,61.6,57.0,1608.0,5.32,5.36,3.29 +52335,0.7,Good,G,VS2,63.8,55.0,2496.0,5.66,5.59,3.59 +14183,1.0,Very Good,D,SI1,60.5,58.0,5755.0,6.42,6.48,3.9 +964,0.71,Ideal,E,VS2,62.7,56.0,2891.0,5.71,5.75,3.59 +13584,1.05,Premium,F,SI1,61.8,56.0,5557.0,6.55,6.45,4.02 +38812,0.31,Premium,G,VVS1,62.5,57.0,1046.0,4.4,4.3,2.72 +45964,0.24,Ideal,D,VVS2,61.0,57.0,526.0,4.03,4.07,2.47 +10848,1.16,Premium,I,SI1,62.7,57.0,4872.0,6.76,6.67,4.21 +47896,0.48,Very Good,F,VVS1,62.3,55.0,1914.0,5.02,5.05,3.13 +286,0.73,Good,E,SI1,63.2,58.0,2796.0,5.7,5.76,3.62 +15022,1.0,Premium,G,VS2,63.0,58.0,6048.0,6.4,6.33,4.01 +10708,1.11,Ideal,I,SI1,61.4,60.0,4849.0,6.61,6.65,4.07 +88,0.24,Premium,H,VVS1,60.8,59.0,554.0,4.02,4.0,2.44 +41850,0.53,Ideal,H,SI1,61.9,56.0,1255.0,5.17,5.23,3.22 +40078,0.33,Premium,E,VVS2,60.3,58.0,1114.0,4.49,4.47,2.7 +13252,1.03,Ideal,E,SI1,61.3,57.0,5476.0,6.48,6.51,3.98 +23428,1.32,Ideal,G,VVS2,62.3,57.0,11419.0,6.96,7.04,4.36 +23327,1.53,Premium,F,SI1,62.0,56.0,11370.0,7.47,7.39,4.61 +43785,0.57,Ideal,G,SI1,62.2,55.0,1441.0,5.33,5.35,3.32 +52908,0.64,Ideal,G,VVS2,60.7,57.0,2587.0,5.58,5.63,3.4 +19976,1.23,Ideal,F,VS1,61.3,57.0,8523.0,6.86,6.93,4.23 +44427,0.61,Ideal,F,SI2,61.9,57.0,1588.0,5.45,5.41,3.36 +39796,0.38,Ideal,D,VS1,62.4,56.0,1095.0,4.64,4.68,2.91 +28666,0.4,Ideal,F,SI2,62.1,54.0,677.0,4.75,4.78,2.96 +32273,0.3,Very Good,E,VVS2,60.8,60.0,789.0,4.27,4.31,2.61 +7483,1.06,Premium,G,SI2,61.1,62.0,4238.0,6.61,6.55,4.02 +48518,0.58,Ideal,E,VS2,61.6,55.0,1984.0,5.38,5.33,3.3 +45542,0.51,Ideal,F,VS2,62.9,55.0,1687.0,5.12,5.08,3.21 +34397,0.3,Ideal,F,VVS1,60.5,56.0,863.0,4.34,4.45,2.66 +41418,0.47,Good,G,VS2,60.1,60.3,1226.0,5.02,5.07,3.03 +19213,1.21,Ideal,E,SI1,62.1,56.0,7955.0,6.83,6.88,4.26 +40298,0.4,Ideal,G,VS1,62.4,57.0,1125.0,4.74,4.72,2.95 +46571,0.59,Very Good,F,VS2,61.6,56.0,1784.0,5.39,5.41,3.33 +20232,1.5,Very Good,I,VS2,63.0,57.0,8662.0,7.2,7.25,4.55 +48461,0.5,Good,G,IF,64.0,55.0,1976.0,5.05,5.08,3.24 +2967,1.02,Good,J,SI2,63.1,58.0,3298.0,6.34,6.38,4.01 +38927,0.31,Good,E,IF,64.2,60.0,1052.0,4.28,4.22,2.73 +50987,0.31,Very Good,H,VS1,62.9,58.0,544.0,4.31,4.34,2.72 +43087,0.55,Very Good,E,SI1,63.2,58.0,1381.0,5.21,5.23,3.3 +50590,0.7,Very Good,G,VS2,58.2,60.0,2282.0,5.84,5.78,3.38 +6561,1.0,Ideal,E,SI2,62.3,57.0,4077.0,6.33,6.28,3.93 +53152,0.7,Ideal,I,SI1,60.4,57.0,2623.0,5.75,5.79,3.49 +2560,0.8,Ideal,D,SI2,61.9,54.0,3210.0,5.95,6.0,3.7 +44333,0.33,Good,I,VS1,63.1,56.0,521.0,4.38,4.4,2.77 +29069,0.4,Very Good,E,SI1,61.7,60.0,687.0,4.68,4.72,2.9 +29131,0.44,Ideal,E,SI2,62.0,54.0,691.0,4.9,4.94,3.05 +53005,0.7,Premium,F,SI1,60.0,60.0,2596.0,5.62,5.55,3.6 +44786,0.5,Ideal,D,SI1,61.7,56.0,1623.0,5.16,5.11,3.17 +29410,0.38,Ideal,I,VS1,61.6,55.0,700.0,4.68,4.73,2.9 +8226,1.0,Ideal,F,SI2,61.2,57.0,4372.0,6.39,6.48,3.94 +35295,0.3,Premium,H,VS2,62.5,59.0,473.0,4.23,4.28,2.66 +26491,2.01,Fair,D,SI2,66.9,57.0,16086.0,7.87,7.76,5.23 +30229,0.33,Premium,E,VS2,61.7,60.0,723.0,4.4,4.45,2.73 +53025,0.7,Fair,E,SI2,65.0,54.0,2600.0,5.56,5.52,3.6 +32593,0.3,Ideal,F,VVS1,61.8,54.0,802.0,4.33,4.37,2.69 +41743,0.5,Premium,D,SI2,62.6,58.0,1243.0,5.04,4.96,3.13 +7537,0.7,Very Good,D,VVS1,62.7,54.0,4244.0,5.67,5.71,3.57 +3294,0.83,Very Good,E,SI1,63.5,58.0,3365.0,5.93,5.98,3.78 +26659,2.12,Ideal,H,SI2,62.4,57.0,16466.0,8.19,8.16,5.1 +53714,0.76,Ideal,F,SI1,62.6,56.0,2719.0,5.82,5.88,3.66 +44797,0.5,Very Good,E,VS2,61.5,56.0,1624.0,5.07,5.11,3.13 +18293,1.52,Fair,H,SI1,64.6,55.0,7433.0,7.24,7.19,4.66 +2761,0.73,Premium,D,VS2,59.8,58.0,3250.0,5.89,5.85,3.51 +41366,0.5,Premium,H,SI1,62.1,60.0,1219.0,5.06,5.02,3.13 +30927,0.35,Very Good,H,VVS1,60.1,62.0,745.0,4.52,4.57,2.73 +34181,0.33,Ideal,G,VS1,62.1,56.0,854.0,4.42,4.4,2.74 +34050,0.36,Premium,D,SI1,60.1,57.0,851.0,4.66,4.62,2.79 +27529,2.21,Ideal,G,SI2,61.9,55.0,18276.0,8.4,8.36,5.19 +16849,1.0,Ideal,E,VS2,62.8,57.0,6720.0,6.37,6.34,3.99 +30124,0.32,Ideal,G,VS2,61.4,57.0,720.0,4.4,4.39,2.7 +24170,1.71,Ideal,I,VS2,61.9,54.0,12342.0,7.65,7.75,4.77 +23251,1.7,Premium,I,VS2,61.2,59.0,11257.0,7.55,7.62,4.64 +39885,0.42,Ideal,G,VVS2,62.2,56.0,1103.0,4.81,4.77,2.98 +34663,0.31,Premium,E,VS2,61.6,59.0,872.0,4.35,4.32,2.67 +24029,1.11,Very Good,D,VVS1,62.5,58.0,12200.0,6.67,6.6,4.15 +40953,0.42,Ideal,D,VS1,61.5,54.0,1179.0,4.79,4.84,2.96 +14230,1.2,Ideal,G,VS1,61.7,56.0,5766.0,6.84,6.77,4.2 +15436,1.21,Premium,H,SI1,61.8,58.0,6180.0,6.83,6.79,4.21 +7140,1.11,Premium,E,SI2,61.0,60.0,4177.0,6.68,6.66,4.07 +43287,0.31,Ideal,H,VS2,61.0,57.0,507.0,4.38,4.41,2.68 +6967,1.14,Ideal,H,SI2,62.6,57.0,4150.0,6.71,6.65,4.18 +25638,1.13,Ideal,E,VVS1,60.6,57.0,14525.0,6.72,6.77,4.09 +39853,0.38,Ideal,E,VVS2,61.9,57.0,1100.0,4.63,4.65,2.87 +26842,1.51,Ideal,F,VVS2,62.6,57.0,16754.0,7.36,7.25,4.57 +12792,1.2,Premium,F,SI2,62.5,59.0,5332.0,6.74,6.68,4.2 +46367,0.54,Very Good,E,VS2,63.1,58.0,1760.0,5.21,5.13,3.26 +37458,0.42,Premium,H,VVS2,62.4,55.0,984.0,4.81,4.78,2.99 +10597,1.21,Good,J,SI2,61.1,60.8,4824.0,6.83,6.89,4.18 +14264,1.01,Very Good,E,VS2,61.7,56.0,5777.0,6.41,6.45,3.97 +24543,2.01,Premium,H,SI1,61.2,62.0,12829.0,8.18,8.12,4.99 +2523,1.04,Very Good,H,I1,61.6,61.0,3203.0,6.45,6.47,3.98 +35473,0.33,Premium,G,VVS2,61.5,62.0,901.0,4.43,4.39,2.71 +41261,0.31,Premium,H,SI2,59.5,59.0,501.0,4.45,4.39,2.63 +390,0.7,Very Good,F,VS2,61.7,58.0,2812.0,5.63,5.69,3.49 +21980,1.0,Premium,D,VVS2,61.6,60.0,10046.0,6.41,6.36,3.93 +35655,0.31,Ideal,G,VVS2,62.1,56.0,907.0,4.33,4.27,2.67 +45867,0.71,Very Good,D,I1,59.7,63.0,1715.0,5.8,5.7,3.43 +3314,0.71,Ideal,H,VVS2,61.7,57.0,3371.0,5.68,5.73,3.53 +14494,1.0,Very Good,H,VS2,61.3,63.0,5854.0,6.38,6.4,3.92 +42872,0.43,Ideal,F,VVS1,62.1,55.0,1358.0,4.81,4.85,3.0 +17993,1.31,Premium,H,VS2,62.5,58.0,7277.0,6.97,6.94,4.35 +38310,0.31,Premium,J,VS2,62.7,58.0,488.0,4.34,4.3,2.71 +24136,1.5,Premium,G,VS2,62.5,59.0,12308.0,7.32,7.28,4.56 +11594,1.09,Ideal,E,SI2,61.7,58.0,5042.0,6.58,6.62,4.07 +19978,1.51,Very Good,J,VS1,61.2,63.0,8524.0,7.31,7.24,4.45 +51170,0.79,Good,H,SI2,59.2,58.0,2346.0,6.05,6.07,3.59 +46530,0.51,Ideal,G,VS1,62.7,56.0,1781.0,5.1,5.08,3.19 +5976,0.72,Premium,E,IF,61.3,60.0,3951.0,5.74,5.71,3.51 +39541,0.4,Ideal,F,VS2,62.9,57.0,1080.0,4.72,4.69,2.96 +23764,2.1,Good,I,SI2,62.9,64.0,11818.0,8.15,8.1,5.11 +19318,1.01,Ideal,G,VVS2,60.9,56.0,8029.0,6.51,6.55,3.98 +42403,0.53,Ideal,G,SI1,62.3,55.0,1308.0,5.13,5.24,3.23 +33123,0.39,Ideal,I,VS1,62.5,54.0,816.0,4.67,4.7,2.92 +48205,0.53,Ideal,G,VVS2,60.4,56.0,1948.0,5.24,5.29,3.18 +11696,1.01,Very Good,F,SI2,61.0,60.0,5067.0,6.42,6.46,3.93 +2150,1.13,Good,G,I1,63.4,58.0,3127.0,6.58,6.61,4.18 +42768,0.52,Ideal,G,SI1,60.0,56.0,1346.0,5.24,5.27,3.15 +45508,0.52,Very Good,E,VS1,60.7,54.0,1682.0,5.22,5.29,3.19 +41122,0.58,Ideal,J,VS2,62.8,57.0,1196.0,5.33,5.28,3.33 +36459,0.31,Ideal,D,VS2,62.2,55.0,942.0,4.34,4.31,2.69 +21981,1.03,Ideal,F,VVS2,61.1,57.0,10049.0,6.51,6.54,3.99 +39298,0.3,Ideal,H,VS2,62.3,56.0,491.0,4.27,4.3,2.67 +14144,1.21,Premium,I,VS1,61.9,58.0,5739.0,6.76,6.81,4.2 +31511,0.34,Ideal,G,VS2,62.2,57.0,765.0,4.47,4.44,2.77 +9048,0.4,Good,E,SI2,61.2,61.0,588.0,4.71,4.74,2.89 +3818,0.77,Ideal,H,VS1,61.3,56.0,3468.0,5.91,5.97,3.64 +11953,1.11,Premium,D,SI2,61.3,60.0,5134.0,6.6,6.54,4.03 +36391,0.38,Ideal,D,VS1,62.0,57.0,942.0,4.7,4.69,2.91 +46996,0.54,Ideal,D,VS2,61.9,55.0,1817.0,5.23,5.24,3.24 +19435,1.23,Ideal,G,VS2,62.4,57.0,8085.0,6.83,6.88,4.28 +8269,0.9,Very Good,D,SI1,59.4,62.0,4381.0,6.19,6.24,3.69 +35534,0.3,Premium,G,VVS1,62.4,59.0,905.0,4.31,4.25,2.67 +33196,0.3,Ideal,H,VVS1,62.6,56.0,819.0,4.28,4.25,2.67 +34147,0.33,Ideal,H,VVS2,62.2,54.0,854.0,4.46,4.44,2.77 +45506,1.0,Premium,J,I1,58.3,58.0,1681.0,6.61,6.51,3.82 +3323,0.81,Ideal,E,SI1,61.5,56.0,3373.0,6.01,6.03,3.7 +40031,0.41,Ideal,G,SI1,61.6,57.0,1110.0,4.77,4.81,2.95 +31312,0.32,Ideal,E,VS1,59.9,55.0,758.0,4.46,4.49,2.68 +11966,1.0,Premium,H,VS2,59.7,59.0,5139.0,6.57,6.52,3.91 +50811,0.7,Premium,E,SI2,60.6,59.0,2307.0,5.76,5.73,3.48 +4940,1.01,Ideal,J,SI2,61.6,55.0,3732.0,6.45,6.5,3.99 +38158,0.53,Very Good,J,SI1,62.7,54.0,1014.0,5.17,5.23,3.26 +25404,1.51,Very Good,D,VS2,62.3,59.0,14112.0,7.29,7.34,4.56 +48881,0.7,Premium,E,SI2,61.8,58.0,2037.0,5.73,5.7,3.53 +21989,1.2,Premium,G,VVS2,61.2,58.0,10053.0,6.88,6.84,4.2 +16413,1.0,Very Good,G,VS1,63.2,58.0,6552.0,6.32,6.27,3.98 +2177,0.7,Premium,F,VVS2,62.6,59.0,3136.0,5.66,5.62,3.53 +18217,1.0,Premium,G,VVS2,60.5,62.0,7392.0,6.44,6.39,3.88 +33101,0.38,Premium,D,SI1,59.1,58.0,815.0,4.77,4.74,2.81 +21677,1.52,Very Good,H,SI1,63.4,55.0,9780.0,7.25,7.3,4.61 +48709,0.7,Very Good,G,SI1,61.7,57.0,2010.0,5.65,5.8,3.53 +38569,0.42,Ideal,H,VVS1,61.8,55.0,1035.0,4.85,4.8,2.98 +29265,0.31,Ideal,E,SI1,62.8,57.0,698.0,4.34,4.32,2.72 +33129,0.31,Premium,G,VVS1,61.1,58.0,816.0,4.32,4.35,2.65 +36580,0.4,Premium,E,SI1,61.3,61.0,945.0,4.76,4.73,2.91 +9010,1.01,Premium,H,SI1,61.8,61.0,4513.0,6.47,6.4,3.98 +24724,2.03,Very Good,I,SI2,62.8,59.0,13063.0,8.04,8.08,5.06 +24036,0.29,Good,F,IF,56.8,65.0,633.0,4.37,4.4,2.49 +34406,0.3,Ideal,G,IF,61.5,55.0,863.0,4.33,4.35,2.67 +15091,1.21,Premium,E,SI2,58.8,58.0,6065.0,7.07,6.91,4.11 +6836,1.01,Good,F,SI2,63.6,59.0,4121.0,6.34,6.37,4.04 +24437,2.01,Premium,J,SI1,60.5,59.0,12690.0,8.12,8.01,4.88 +4560,0.9,Very Good,I,VS1,62.2,58.0,3644.0,6.13,6.18,3.83 +11242,1.26,Fair,G,SI2,53.2,61.0,4966.0,7.44,7.36,3.94 +13504,1.01,Very Good,D,SI1,61.5,61.0,5542.0,6.37,6.47,3.95 +21374,0.34,Premium,D,SI1,62.7,59.0,626.0,4.42,4.45,2.78 +24591,1.49,Premium,G,VS1,60.8,62.0,12900.0,7.41,7.36,4.49 +37468,0.42,Ideal,G,VS1,62.7,54.0,984.0,4.83,4.8,3.02 +51160,0.71,Premium,F,SI1,60.2,60.0,2345.0,5.79,5.71,3.46 +33145,0.31,Premium,H,IF,61.0,58.0,816.0,4.34,4.38,2.66 +31679,0.26,Premium,E,VVS1,61.8,58.0,769.0,4.14,4.11,2.55 +44465,0.52,Ideal,H,VS2,60.3,57.0,1593.0,5.21,5.23,3.15 +51377,0.62,Very Good,H,IF,60.3,59.0,2367.0,5.52,5.55,3.34 +21861,1.23,Ideal,G,VVS2,62.4,55.0,9921.0,6.8,6.88,4.27 +23672,1.5,Very Good,E,SI1,61.9,59.0,11717.0,7.26,7.32,4.51 +51027,0.76,Fair,H,SI1,61.9,70.0,2328.0,5.84,5.77,3.59 +7513,1.01,Ideal,I,SI1,60.2,59.0,4241.0,6.54,6.49,3.92 +40702,0.44,Very Good,E,VS1,60.7,58.0,1158.0,4.88,4.91,2.97 +50620,0.23,Very Good,E,VS2,62.4,60.0,400.0,3.9,3.92,2.44 +25732,1.51,Good,G,IF,62.8,60.0,14654.0,7.18,7.24,4.53 +23088,1.57,Premium,G,SI1,59.5,58.0,11113.0,7.61,7.56,4.51 +24095,1.61,Premium,H,VS1,62.5,58.0,12242.0,7.57,7.46,4.7 +33623,0.33,Ideal,G,SI2,61.2,56.0,463.0,4.48,4.51,2.75 +1799,0.7,Very Good,F,VS1,62.8,59.0,3053.0,5.65,5.69,3.56 +19735,1.54,Very Good,H,SI2,62.3,56.0,8301.0,7.33,7.38,4.58 +23366,0.31,Ideal,J,VS1,62.1,55.0,424.0,4.35,4.38,2.71 +2579,0.81,Premium,E,SI1,60.8,59.0,3213.0,5.99,5.95,3.63 +5248,0.9,Very Good,D,SI2,64.0,58.0,3789.0,6.06,6.11,3.9 +11734,1.0,Premium,H,VS2,59.6,59.0,5069.0,6.54,6.47,3.88 +8949,1.19,Premium,I,SI2,62.6,58.0,4498.0,6.82,6.69,4.23 +48945,0.58,Very Good,F,VS1,62.4,55.0,2046.0,5.33,5.34,3.33 +1887,0.72,Very Good,D,VS2,62.6,59.0,3075.0,5.69,5.72,3.57 +30976,0.37,Premium,F,VS2,60.6,58.0,746.0,4.63,4.67,2.82 +21531,1.01,Premium,F,IF,62.3,57.0,9627.0,6.5,6.35,4.0 +45756,0.49,Fair,E,VVS2,65.5,58.0,1705.0,4.91,4.86,3.2 +10510,1.07,Ideal,E,SI2,61.2,56.0,4799.0,6.63,6.66,4.07 +3833,0.88,Very Good,H,VS2,63.2,57.0,3472.0,6.08,6.15,3.87 +5167,1.02,Good,H,SI2,57.9,61.0,3770.0,6.75,6.68,3.89 +52157,0.8,Very Good,I,SI1,61.9,56.0,2473.0,5.94,5.98,3.69 +13205,1.12,Ideal,D,SI2,62.6,57.0,5456.0,6.61,6.65,4.15 +33194,0.3,Very Good,H,VVS1,63.1,54.0,819.0,4.34,4.28,2.72 +20127,1.65,Premium,I,SI2,62.0,59.0,8590.0,7.61,7.54,4.7 +41394,0.5,Very Good,E,SI1,62.6,56.0,1222.0,5.06,5.07,3.17 +32213,0.31,Ideal,G,VVS1,60.9,55.0,789.0,4.4,4.43,2.69 +31646,0.33,Ideal,J,VS1,61.6,54.0,451.0,4.5,4.52,2.78 +49520,0.71,Ideal,H,SI2,62.1,57.0,2122.0,5.68,5.76,3.55 +42901,0.54,Good,H,VS1,63.2,60.0,1361.0,5.13,5.16,3.25 +45710,0.56,Ideal,G,VS2,61.7,56.0,1698.0,5.34,5.3,3.28 +31949,0.3,Premium,F,VS2,61.6,58.0,776.0,4.31,4.29,2.65 +31218,0.32,Very Good,D,SI1,63.1,57.0,756.0,4.38,4.37,2.76 +21593,1.63,Ideal,I,SI1,61.3,56.0,9694.0,7.64,7.56,4.66 +20748,1.21,Ideal,G,VS1,61.4,56.0,8985.0,6.9,6.84,4.22 +10656,1.15,Ideal,G,SI2,62.3,56.0,4838.0,6.67,6.75,4.18 +18390,0.32,Very Good,D,SI1,60.1,60.0,619.0,4.38,4.4,2.64 +18745,1.24,Premium,G,VS1,62.0,59.0,7660.0,6.88,6.92,4.28 +42448,0.53,Ideal,E,SI2,60.9,57.0,1315.0,5.23,5.21,3.18 +48422,0.61,Good,F,VS2,63.0,64.2,1971.0,5.29,5.32,3.34 +18167,1.51,Good,I,SI1,63.9,63.0,7365.0,7.2,7.17,4.59 +27842,0.31,Premium,E,SI1,61.2,58.0,651.0,4.38,4.34,2.67 +22401,1.4,Ideal,G,VS2,62.1,55.0,10427.0,7.12,7.05,4.4 +28420,0.43,Ideal,H,SI1,62.1,57.0,669.0,4.77,4.83,2.98 +39648,0.47,Very Good,F,SI1,63.3,60.0,1086.0,4.98,4.94,3.14 +14147,1.22,Premium,D,SI1,62.3,60.0,5739.0,6.84,6.8,4.25 +12552,1.14,Premium,G,SI1,63.0,59.0,5273.0,6.68,6.62,4.19 +18993,1.14,Ideal,F,VS2,61.9,57.0,7819.0,6.67,6.7,4.13 +34916,0.34,Premium,F,VS2,60.7,60.0,880.0,4.5,4.46,2.72 +43690,0.5,Very Good,D,SI1,58.5,60.0,1436.0,5.13,5.19,3.02 +36843,0.37,Premium,F,VS2,59.7,59.0,957.0,4.68,4.64,2.78 +2364,0.9,Premium,J,VS1,62.3,56.0,3175.0,6.23,6.19,3.87 +37237,0.4,Ideal,E,VS2,62.0,57.0,975.0,4.7,4.66,2.9 +21926,1.26,Ideal,F,VS2,61.2,57.0,9999.0,6.96,6.99,4.27 +22871,2.24,Premium,H,SI2,61.8,58.0,10913.0,8.41,8.34,5.18 +38823,0.5,Very Good,I,SI1,62.4,58.0,1048.0,5.0,5.06,3.14 +4199,1.01,Premium,J,SI2,62.5,62.0,3563.0,6.41,6.36,3.99 +23532,1.63,Premium,I,VS1,61.1,57.0,11534.0,7.7,7.58,4.67 +45450,0.53,Ideal,H,VVS2,61.8,56.0,1674.0,5.2,5.22,3.22 +29089,0.34,Premium,H,VS2,59.0,59.0,689.0,4.61,4.55,2.7 +53187,0.59,Very Good,F,IF,59.9,63.0,2632.0,5.44,5.47,3.27 +23413,1.12,Ideal,F,VVS1,61.0,56.0,11403.0,6.71,6.74,4.1 +49024,0.57,Ideal,F,VS1,62.6,56.0,2052.0,5.33,5.27,3.32 +22169,1.51,Ideal,E,SI2,62.5,57.0,10210.0,7.29,7.34,4.57 +2597,0.52,Ideal,D,VVS1,62.0,57.0,3218.0,5.15,5.17,3.2 +32098,0.33,Ideal,E,VS1,62.7,57.0,781.0,4.38,4.45,2.77 +12933,1.02,Very Good,H,VS2,62.4,57.0,5383.0,6.43,6.35,3.99 +38744,0.35,Ideal,E,VVS1,62.2,56.0,1044.0,4.51,4.53,2.81 +15858,1.22,Ideal,E,SI2,62.7,57.0,6343.0,6.84,6.81,4.28 +36638,0.41,Good,D,SI1,63.8,56.0,947.0,4.72,4.68,3.0 +18134,1.33,Premium,E,SI2,62.0,57.0,7341.0,7.15,7.08,4.41 +41133,0.42,Very Good,D,VVS1,61.4,55.0,1197.0,4.82,4.86,2.97 +12813,1.13,Ideal,F,SI1,59.7,57.0,5342.0,6.82,6.79,4.06 +8146,0.96,Ideal,G,SI1,62.6,57.0,4355.0,6.28,6.24,3.92 +10437,1.2,Very Good,I,SI1,61.7,56.0,4785.0,6.82,6.76,4.19 +3436,0.91,Very Good,G,SI2,62.0,58.0,3387.0,6.13,6.2,3.82 +4021,0.9,Ideal,G,SI2,61.2,57.0,3521.0,6.24,6.28,3.83 +23705,0.4,Good,J,VS1,63.2,57.0,631.0,4.7,4.73,2.98 +39947,0.24,Good,F,VVS1,64.8,57.0,492.0,3.9,3.94,2.54 +24622,1.55,Ideal,G,SI1,61.7,57.0,12951.0,7.4,7.44,4.58 +10014,1.01,Premium,H,SI1,62.6,61.0,4707.0,6.39,6.36,3.99 +35362,0.38,Premium,H,VS2,61.8,58.0,898.0,4.66,4.63,2.87 +8127,1.1,Premium,H,SI1,62.1,58.0,4354.0,6.61,6.59,4.1 +42619,0.32,Premium,H,VS2,62.5,59.0,505.0,4.33,4.38,2.72 +4681,0.73,Ideal,D,VS2,62.3,54.0,3673.0,5.77,5.8,3.6 +23214,1.61,Ideal,E,SI2,61.3,59.0,11220.0,7.47,7.57,4.61 +12520,1.22,Ideal,I,SI1,61.9,56.0,5261.0,6.87,6.83,4.24 +48174,0.57,Premium,D,VS2,61.9,58.0,1944.0,5.32,5.35,3.3 +16694,0.32,Good,I,SI1,63.5,57.0,421.0,4.3,4.33,2.74 +21966,1.54,Very Good,G,SI1,61.3,59.0,10036.0,7.38,7.41,4.53 +9091,0.9,Ideal,D,SI1,62.1,57.0,4523.0,6.18,6.25,3.86 +3652,0.73,Ideal,I,VS2,60.8,56.0,3438.0,5.82,5.85,3.55 +46706,0.77,Premium,J,VS2,62.3,58.0,1792.0,5.86,5.8,3.63 +3528,0.9,Premium,G,SI1,60.6,60.0,3407.0,6.22,6.15,3.75 +26685,0.33,Ideal,E,SI2,61.7,55.0,427.0,4.44,4.47,2.75 +8099,1.04,Ideal,I,SI1,61.7,57.0,4344.0,6.49,6.54,4.02 +234,0.51,Ideal,F,VVS1,62.0,57.0,2787.0,5.11,5.15,3.18 +17563,1.0,Premium,F,VS2,59.0,59.0,7072.0,6.54,6.51,3.85 +27096,2.25,Premium,H,SI1,61.5,61.0,17233.0,8.47,8.41,5.19 +25254,1.61,Ideal,H,VS2,61.8,56.0,13873.0,7.48,7.52,4.63 +1265,0.73,Ideal,G,VS1,61.7,55.0,2948.0,5.8,5.84,3.59 +30774,0.37,Ideal,G,VS1,61.9,54.0,741.0,4.62,4.68,2.88 +44673,0.49,Ideal,E,VS2,61.3,55.0,1609.0,5.11,5.13,3.14 +17,0.3,Ideal,I,SI2,62.0,54.0,348.0,4.31,4.34,2.68 +28650,0.31,Very Good,I,VS2,62.3,57.0,435.0,4.32,4.35,2.7 +51368,0.71,Ideal,F,SI2,61.2,55.0,2365.0,5.77,5.79,3.54 +4993,0.9,Good,D,SI2,63.8,58.0,3740.0,6.13,6.09,3.9 +10583,1.01,Very Good,H,VS2,62.6,61.0,4821.0,6.35,6.4,3.99 +12675,1.09,Very Good,G,SI1,60.2,60.0,5305.0,6.66,6.7,4.02 +35649,0.31,Ideal,G,VVS2,61.8,56.0,907.0,4.36,4.31,2.68 +32982,0.37,Ideal,E,VS2,61.2,57.0,811.0,4.58,4.64,2.82 +19156,1.19,Ideal,D,VS2,60.4,56.0,7916.0,6.87,6.93,4.17 +33420,0.32,Ideal,H,VVS2,62.9,57.0,828.0,4.39,4.36,2.75 +47368,0.63,Premium,E,SI1,58.8,59.0,1846.0,5.68,5.62,3.32 +8621,1.05,Premium,F,SI1,61.8,58.0,4445.0,6.51,6.44,4.01 +6294,1.15,Very Good,J,SI2,63.6,57.0,4021.0,6.6,6.64,4.21 +4046,0.92,Premium,I,SI1,60.7,58.0,3529.0,6.3,6.25,3.81 +33947,0.31,Ideal,H,SI1,62.4,55.0,464.0,4.31,4.35,2.7 +49879,0.7,Good,H,SI1,63.8,58.0,2176.0,5.66,5.59,3.59 +24469,1.7,Premium,I,VS1,59.8,59.0,12737.0,7.79,7.7,4.63 +9244,1.21,Good,J,SI2,60.4,56.0,4559.0,6.84,6.93,4.16 +22809,2.0,Premium,G,SI2,60.7,60.0,10833.0,8.13,8.07,4.92 +12987,1.0,Very Good,E,SI1,63.2,57.0,5396.0,6.39,6.36,4.03 +21262,1.01,Premium,F,VVS1,62.8,58.0,9412.0,6.39,6.35,4.0 +28778,0.34,Ideal,G,VS1,62.0,55.0,681.0,4.47,4.5,2.78 +10603,0.98,Very Good,H,VS2,59.9,60.0,4826.0,6.45,6.38,3.84 +45167,0.5,Premium,D,SI1,62.6,56.0,1654.0,5.05,5.04,3.16 +21411,1.19,Ideal,G,VVS2,60.8,59.0,9524.0,6.84,6.81,4.15 +6151,0.7,Ideal,E,VVS2,62.3,53.7,3990.0,5.67,5.72,3.55 +254,0.63,Premium,E,VVS1,60.9,60.0,2789.0,5.55,5.52,3.37 +19885,1.2,Very Good,F,VS2,61.1,59.0,8436.0,6.81,6.87,4.18 +44098,0.54,Premium,E,VS2,59.6,59.0,1555.0,5.32,5.26,3.16 +51004,0.71,Ideal,H,SI1,62.3,54.0,2326.0,5.74,5.76,3.58 +28635,0.33,Very Good,I,SI1,63.0,57.0,434.0,4.37,4.39,2.76 +6590,1.06,Premium,E,SI1,59.2,60.0,4078.0,6.64,6.6,3.92 +47843,0.65,Ideal,H,SI1,61.5,55.0,1908.0,5.59,5.63,3.45 +20140,1.2,Premium,G,VS1,60.2,60.0,8596.0,7.0,6.91,4.19 +6357,1.0,Very Good,F,SI2,63.4,58.0,4036.0,6.31,6.25,3.98 +30670,0.4,Very Good,F,SI1,62.8,59.0,737.0,4.71,4.72,2.96 +22026,0.38,Ideal,E,SI2,62.1,54.1,628.0,4.64,4.69,2.9 +14367,1.02,Ideal,G,VS2,62.0,57.0,5816.0,6.38,6.46,3.98 +5758,1.04,Premium,G,SI2,60.6,59.0,3896.0,6.6,6.56,3.99 +19378,0.4,Good,E,SI2,63.1,57.0,622.0,4.7,4.72,2.97 +20740,0.9,Ideal,D,VVS1,62.0,56.0,8979.0,6.16,6.19,3.83 +48248,0.73,Very Good,J,VS2,60.6,61.0,1952.0,5.77,5.81,3.51 +2210,1.0,Fair,G,SI2,64.6,67.0,3142.0,6.25,6.19,4.02 +14505,1.81,Fair,J,I1,68.0,57.0,5859.0,7.43,7.39,5.04 +39144,0.41,Premium,G,VS2,62.6,58.0,1061.0,4.74,4.71,2.96 +45443,0.7,Fair,J,VS2,64.6,58.0,1672.0,5.58,5.56,3.6 +25052,2.17,Premium,J,SI2,62.3,58.0,13556.0,8.31,8.26,5.16 +44481,0.55,Ideal,E,VS2,60.3,57.0,1596.0,5.28,5.3,3.19 +21313,1.51,Very Good,I,VS1,61.8,63.0,9467.0,7.28,7.34,4.52 +16939,1.22,Very Good,I,VS1,62.9,53.8,6763.0,6.79,6.83,4.29 +9910,1.02,Premium,H,SI1,62.6,59.0,4688.0,6.43,6.38,4.01 +3793,0.7,Good,D,VS1,60.4,62.0,3463.0,5.73,5.76,3.47 +29982,0.31,Ideal,F,VVS2,61.2,56.0,716.0,4.4,4.43,2.7 +19830,1.7,Premium,F,SI2,60.2,61.0,8397.0,7.79,7.68,4.66 +47335,0.23,Very Good,E,VVS1,60.0,59.0,530.0,3.97,4.03,2.4 +28880,0.31,Ideal,D,SI1,61.8,57.0,684.0,4.37,4.33,2.69 +32783,0.32,Ideal,D,VVS2,61.2,56.0,803.0,4.39,4.43,2.7 +48268,0.52,Ideal,H,IF,62.1,57.0,1956.0,5.13,5.16,3.19 +47880,0.58,Ideal,G,VS1,61.5,55.0,1911.0,5.36,5.41,3.31 +46021,0.53,Ideal,E,VS2,62.5,57.0,1727.0,5.18,5.16,3.23 +17454,1.01,Premium,F,VS1,61.3,58.0,6999.0,6.44,6.52,3.97 +12529,1.24,Premium,J,VS2,61.8,57.6,5265.0,6.84,6.88,4.24 +22292,2.18,Very Good,E,I1,62.0,60.0,10340.0,8.25,8.33,5.14 +9610,1.02,Ideal,G,SI1,59.2,57.0,4633.0,6.52,6.56,3.87 +37887,0.5,Premium,G,SI2,61.9,58.0,1006.0,5.12,5.09,3.16 +46771,0.66,Premium,F,SI1,60.6,58.0,1802.0,5.69,5.63,3.43 +17096,1.02,Very Good,E,VS2,62.5,57.0,6816.0,6.36,6.41,3.99 +36652,0.35,Premium,J,VS1,62.4,58.0,949.0,5.67,5.64,3.53 +27766,0.32,Ideal,H,VS2,62.0,55.0,648.0,4.42,4.39,2.73 +53300,0.3,Ideal,D,SI1,61.4,56.0,552.0,4.32,4.35,2.66 +37345,0.31,Ideal,D,VVS2,62.0,56.0,982.0,4.37,4.34,2.7 +14744,1.26,Ideal,G,SI2,60.9,55.0,5937.0,7.0,7.05,4.28 +37981,0.51,Very Good,H,SI1,61.2,55.0,1008.0,5.19,5.21,3.18 +5673,0.9,Good,E,SI1,58.1,64.0,3884.0,6.26,6.28,3.64 +30741,0.43,Good,E,SI1,63.2,57.0,739.0,4.78,4.84,3.04 +29806,0.3,Ideal,D,SI1,61.9,56.0,709.0,4.31,4.28,2.66 +40847,0.46,Premium,E,VS2,58.5,61.0,1173.0,5.1,5.05,2.97 +11445,1.11,Ideal,I,SI1,62.2,54.0,5006.0,6.64,6.68,4.14 +23643,1.51,Premium,F,SI1,60.7,58.0,11666.0,7.41,7.38,4.49 +19872,1.44,Premium,I,VS1,62.6,59.0,8426.0,7.08,7.14,4.45 +2439,0.7,Ideal,H,VS1,61.2,55.0,3185.0,5.71,5.76,3.51 +20938,1.05,Ideal,E,VVS2,62.4,56.0,9146.0,6.52,6.49,4.06 +12917,1.2,Ideal,I,SI1,62.6,58.0,5376.0,6.74,6.71,4.21 +43802,0.58,Ideal,F,SI1,59.9,56.0,1442.0,5.41,5.47,3.26 +50572,0.61,Ideal,E,VS2,62.2,54.0,2278.0,5.51,5.49,3.42 +18612,1.36,Premium,I,VS1,62.0,59.0,7592.0,7.1,7.06,4.39 +22947,1.51,Ideal,G,SI1,62.3,54.0,10993.0,7.38,7.32,4.58 +48595,0.7,Fair,H,SI1,61.0,66.0,1995.0,5.68,5.64,3.45 +18987,1.51,Good,I,SI2,63.6,60.0,7815.0,7.23,7.27,4.61 +17462,1.0,Very Good,E,VS1,61.2,57.0,7002.0,6.43,6.47,3.95 +35518,0.43,Ideal,I,VVS1,62.2,57.0,905.0,4.81,4.84,3.0 +40630,0.41,Ideal,E,VS1,61.7,55.0,1153.0,4.78,4.75,2.94 +14120,1.04,Premium,F,SI1,62.5,60.0,5724.0,6.46,6.43,4.03 +29683,0.39,Ideal,F,SI1,61.3,56.0,707.0,4.73,4.77,2.91 +9107,0.96,Premium,H,VS2,61.7,55.0,4529.0,6.36,6.31,3.91 +17562,1.05,Ideal,G,VS2,62.2,54.0,7070.0,6.53,6.55,4.07 +51637,0.31,Premium,H,VS1,59.7,58.0,544.0,4.41,4.43,2.64 +9143,1.12,Very Good,H,SI2,62.4,55.0,4538.0,6.63,6.68,4.15 +53034,0.7,Very Good,E,SI1,62.3,57.0,2604.0,5.63,5.7,3.53 +45192,0.51,Premium,G,VS1,62.3,59.0,1656.0,5.06,5.12,3.17 +6302,0.9,Premium,G,VS2,61.0,58.0,4022.0,6.2,6.13,3.76 +19764,1.0,Premium,D,VS1,61.9,55.0,8333.0,6.4,6.36,3.95 +5586,1.0,Fair,F,SI2,65.5,54.0,3864.0,6.2,6.16,4.05 +49368,0.7,Ideal,E,SI2,62.9,56.0,2100.0,5.66,5.6,3.54 +13398,0.32,Ideal,F,VS2,61.9,55.0,602.0,4.41,4.45,2.74 +7945,1.0,Premium,G,SI2,61.8,58.0,4319.0,6.39,6.43,3.96 +35825,0.48,Good,G,SI1,64.7,58.0,914.0,4.84,4.93,3.16 +15193,1.31,Very Good,J,VS1,63.7,55.0,6101.0,6.94,7.01,4.44 +22742,3.01,Fair,H,I1,56.1,62.0,10761.0,9.54,9.38,5.31 +52991,0.77,Fair,H,VS1,64.6,56.4,2594.0,5.78,5.84,3.75 +37846,0.33,Ideal,D,VS2,61.9,57.0,1002.0,4.47,4.42,2.75 +25616,1.51,Ideal,G,VS2,61.8,54.0,14482.0,7.42,7.38,4.57 +4828,0.9,Premium,F,SI2,61.4,62.0,3704.0,6.2,6.11,3.78 +48204,0.53,Ideal,G,VVS2,61.7,56.0,1948.0,5.2,5.23,3.22 +3698,1.04,Very Good,I,SI2,61.6,58.0,3449.0,6.47,6.58,4.02 +25258,2.12,Premium,E,SI2,62.4,58.0,13884.0,8.22,8.18,5.12 +5996,1.03,Premium,J,VS1,61.8,58.0,3957.0,6.51,6.41,3.99 +45260,0.54,Ideal,F,VS2,62.2,57.0,1662.0,5.21,5.24,3.25 +40987,0.5,Ideal,E,SI2,63.0,57.0,1181.0,5.09,5.04,3.19 +152,0.74,Ideal,I,SI1,61.3,56.0,2769.0,5.82,5.86,3.57 +23496,2.29,Very Good,H,SI2,63.4,57.0,11502.0,8.4,8.33,5.3 +43393,0.57,Ideal,I,VS2,61.9,57.0,1410.0,5.3,5.33,3.29 +16527,1.05,Ideal,G,VS2,62.8,57.0,6604.0,6.49,6.45,4.06 +45770,0.54,Very Good,E,VS2,61.2,58.0,1707.0,5.21,5.28,3.21 +10252,1.06,Ideal,I,SI1,61.2,56.0,4749.0,6.6,6.57,4.03 +17362,1.01,Ideal,E,VS2,61.3,57.0,6968.0,6.49,6.46,3.97 +2050,0.32,Very Good,G,VS2,62.4,59.0,561.0,4.33,4.36,2.71 +17242,1.6,Premium,F,SI2,61.8,57.0,6899.0,7.51,7.46,4.63 +1224,0.7,Good,F,VVS2,63.1,57.0,2940.0,5.59,5.66,3.55 +36545,0.4,Premium,F,SI1,62.6,59.0,945.0,4.74,4.68,2.95 +2712,0.25,Fair,D,VS1,61.2,55.0,563.0,4.09,4.11,2.51 +20792,1.12,Ideal,F,VS1,62.1,54.0,9030.0,6.66,6.73,4.16 +35288,0.36,Premium,G,SI2,60.8,58.0,473.0,4.57,4.61,2.79 +50326,0.63,Very Good,G,VS1,59.9,57.0,2241.0,5.57,5.62,3.35 +29541,0.31,Ideal,D,VS1,62.1,56.0,704.0,4.3,4.36,2.69 +33893,0.3,Ideal,E,VS2,62.6,54.0,844.0,4.31,4.28,2.69 +4766,0.72,Premium,F,VVS1,62.8,58.0,3689.0,5.75,5.68,3.59 +34800,0.4,Ideal,G,VS1,60.7,57.0,877.0,4.77,4.78,2.9 +9517,1.22,Ideal,I,SI2,61.8,57.0,4612.0,6.9,6.83,4.23 +14721,0.3,Ideal,G,VS1,62.5,57.0,605.0,4.29,4.32,2.69 +11846,0.95,Very Good,D,SI1,63.7,55.0,5101.0,6.2,6.24,3.96 +50978,0.31,Premium,G,VS2,59.2,60.0,544.0,4.42,4.47,2.63 +44526,0.5,Ideal,E,SI1,61.3,56.2,1601.0,5.12,5.14,3.15 +31739,0.35,Premium,D,SI1,61.5,58.0,772.0,4.55,4.53,2.79 +53487,0.57,Ideal,F,VVS1,62.5,56.0,2682.0,5.27,5.32,3.31 +46637,0.3,Ideal,G,VS2,61.3,56.0,526.0,4.28,4.3,2.63 +52639,0.24,Very Good,F,VVS2,62.0,58.0,552.0,3.95,3.98,2.46 +26835,2.01,Good,E,SI2,60.0,64.0,16733.0,8.17,8.09,4.88 +52631,0.37,Very Good,G,SI1,60.0,57.0,551.0,4.67,4.7,2.81 +7201,1.0,Premium,G,SI1,60.0,62.0,4189.0,6.48,6.45,3.88 +22781,1.45,Premium,D,SI1,62.2,58.0,10800.0,7.12,7.03,4.4 +10634,1.15,Premium,H,SI2,62.0,58.0,4830.0,6.7,6.66,4.14 +36643,0.43,Ideal,F,SI1,61.3,56.0,948.0,4.9,4.86,2.99 +23113,1.7,Very Good,H,VVS2,63.2,56.0,11133.0,7.59,7.56,4.79 +53090,0.77,Ideal,H,SI1,61.7,56.0,2612.0,5.9,5.85,3.62 +9935,0.93,Premium,D,SI2,62.0,56.0,4692.0,6.27,6.22,3.87 +1698,0.91,Good,I,SI2,60.2,59.0,3034.0,6.24,6.29,3.77 +52118,0.74,Very Good,H,VS2,59.9,57.0,2463.0,5.87,5.91,3.53 +41333,0.5,Good,F,SI1,59.6,61.0,1214.0,5.12,5.19,3.07 +40088,0.33,Premium,H,IF,62.0,58.0,1114.0,4.42,4.39,2.73 +8647,1.0,Premium,F,SI2,61.3,61.0,4452.0,6.39,6.36,3.91 +33636,0.37,Premium,E,SI1,61.8,58.0,833.0,4.64,4.59,2.85 +14478,1.12,Premium,H,VS1,62.1,58.0,5845.0,6.6,6.64,4.11 +45163,0.5,Ideal,D,SI1,62.9,57.0,1654.0,5.08,5.06,3.19 +19019,2.11,Very Good,G,I1,63.2,57.0,7834.0,8.13,8.07,5.12 +43755,0.61,Premium,I,VS2,61.8,56.0,1438.0,5.44,5.41,3.35 +52611,0.81,Very Good,G,SI2,63.4,58.0,2545.0,5.87,5.92,3.74 +41068,0.51,Ideal,F,SI2,60.2,55.0,1191.0,5.19,5.24,3.14 +50760,0.57,Good,F,VVS2,57.6,60.0,2298.0,5.49,5.45,3.15 +21147,1.51,Good,I,VVS1,64.0,60.0,9301.0,7.21,7.26,4.63 +34481,0.33,Premium,E,VS2,60.6,58.0,866.0,4.49,4.45,2.71 +51312,0.31,Ideal,G,VS2,59.1,57.0,544.0,4.45,4.48,2.64 +45930,0.53,Ideal,G,VS1,61.9,56.0,1721.0,5.17,5.2,3.21 +7539,1.09,Very Good,D,SI2,59.2,63.0,4244.0,6.67,6.71,3.96 +21499,1.53,Ideal,I,VS2,62.2,57.0,9596.0,7.39,7.33,4.58 +22803,1.04,Ideal,F,VVS1,61.6,55.0,10825.0,6.5,6.53,4.02 +23771,2.01,Very Good,H,SI1,63.1,56.0,11825.0,8.05,8.0,5.06 +6248,0.9,Ideal,G,SI1,61.6,58.0,4008.0,6.16,6.21,3.81 +31744,0.4,Ideal,D,SI1,62.1,56.0,772.0,4.7,4.74,2.93 +46834,0.67,Premium,F,SI1,61.3,59.0,1809.0,5.65,5.63,3.46 +22885,1.01,Premium,D,VVS2,62.4,58.0,10927.0,6.44,6.39,4.0 +19473,1.26,Ideal,H,SI1,61.9,57.0,8110.0,6.88,6.93,4.27 +36929,0.41,Ideal,G,VS1,61.9,57.0,961.0,4.81,4.76,2.96 +52959,0.24,Very Good,E,VVS1,62.2,59.0,552.0,3.99,4.02,2.49 +32663,0.31,Premium,H,VVS2,62.4,58.0,802.0,4.31,4.28,2.68 +43213,0.57,Very Good,E,SI1,62.1,58.0,1397.0,5.28,5.32,3.29 +11831,1.21,Good,J,VS2,61.0,64.0,5096.0,6.89,6.79,4.17 +40279,0.35,Very Good,F,SI2,61.2,55.0,494.0,4.56,4.57,2.79 +37098,0.41,Premium,E,SI1,62.8,59.0,969.0,4.75,4.74,2.98 +3746,0.3,Very Good,F,VS1,61.0,60.0,570.0,4.3,4.22,2.6 +22112,1.24,Ideal,F,VS1,61.5,54.0,10138.0,6.93,6.89,4.25 +46507,0.5,Ideal,G,VVS2,61.0,56.0,1779.0,5.13,5.14,3.13 +26864,2.02,Good,I,VS2,57.9,62.0,16789.0,8.25,8.3,4.79 +19371,0.27,Ideal,D,VVS2,62.6,56.0,622.0,4.13,4.15,2.59 +42541,0.5,Premium,F,VS2,61.7,60.0,1323.0,5.06,5.02,3.11 +2171,0.94,Good,I,SI2,63.8,60.0,3134.0,6.14,6.21,3.94 +50504,0.71,Ideal,I,VS2,62.1,57.0,2270.0,5.72,5.64,3.53 +14311,1.24,Ideal,H,SI2,62.0,56.0,5797.0,6.87,6.9,4.27 +40886,0.57,Premium,F,SI2,61.7,59.0,1176.0,5.34,5.31,3.29 +1890,0.72,Ideal,H,VVS1,62.2,57.0,3075.0,5.72,5.75,3.57 +25413,2.14,Ideal,I,SI2,60.7,57.0,14138.0,8.34,8.4,5.08 +34509,0.33,Premium,H,IF,62.0,58.0,868.0,4.39,4.42,2.73 +22478,1.7,Premium,I,SI1,59.7,60.0,10501.0,7.77,7.72,4.62 +52934,0.7,Good,F,VS2,62.9,61.0,2591.0,5.6,5.63,3.53 +53864,1.0,Fair,I,SI2,66.8,56.0,2743.0,6.22,6.12,4.13 +48929,0.74,Premium,F,SI1,58.8,61.0,2042.0,5.88,5.82,3.44 +48276,0.53,Ideal,D,VS2,61.2,55.0,1956.0,5.25,5.21,3.2 +46928,0.52,Premium,G,VS1,62.4,59.0,1815.0,5.16,5.13,3.21 +53625,0.3,Ideal,D,SI1,62.0,56.0,552.0,4.3,4.34,2.68 +8115,0.78,Ideal,D,VS1,62.2,57.0,4350.0,5.86,5.9,3.66 +43976,0.3,Ideal,I,VS1,62.6,54.0,518.0,4.24,4.29,2.67 +33955,0.23,Very Good,E,VVS2,61.8,59.0,465.0,3.92,3.95,2.43 +12659,1.02,Premium,F,SI1,62.3,58.0,5301.0,6.38,6.46,4.0 +28423,0.42,Very Good,H,SI1,61.5,54.0,670.0,4.87,4.89,3.0 +27093,2.01,Ideal,I,VS1,61.4,59.0,17227.0,8.06,8.13,4.97 +16820,1.04,Premium,G,VS2,60.1,59.0,6709.0,6.59,6.56,3.95 +130,0.91,Fair,H,SI2,65.7,60.0,2763.0,6.03,5.99,3.95 +27345,2.0,Good,G,VS2,64.1,55.0,17898.0,7.94,7.88,5.07 +16159,1.55,Premium,H,SI2,58.0,60.0,6458.0,7.61,7.58,4.41 +14085,1.01,Premium,G,VS2,62.6,56.0,5713.0,6.41,6.34,3.99 +7100,0.71,Ideal,F,VVS2,61.6,54.0,4167.0,5.76,5.79,3.56 +34476,0.38,Very Good,E,VS2,60.5,58.0,866.0,4.66,4.7,2.83 +27374,0.32,Ideal,G,SI1,61.5,55.0,647.0,4.4,4.44,2.72 +40450,0.36,Very Good,E,VVS1,61.4,56.0,1140.0,4.6,4.62,2.83 +8915,1.07,Premium,H,SI2,61.2,60.0,4494.0,6.57,6.53,4.01 +24215,1.4,Premium,F,VS1,58.8,61.0,12401.0,7.35,7.32,4.31 +43753,0.44,Ideal,E,VVS1,59.9,57.0,1438.0,4.93,4.97,2.96 +45128,0.59,Ideal,F,SI1,61.7,56.0,1652.0,5.36,5.4,3.32 +48936,0.72,Premium,D,SI2,59.1,58.0,2043.0,5.88,5.83,3.46 +51048,0.73,Ideal,H,SI1,62.8,57.0,2330.0,5.77,5.72,3.61 +24175,2.01,Ideal,I,SI2,62.1,55.0,12349.0,8.12,8.08,5.03 +51544,0.83,Fair,G,SI2,64.4,57.0,2386.0,5.93,5.86,3.8 +12233,1.02,Good,D,SI1,57.2,54.0,5198.0,6.66,6.62,3.8 +35734,0.3,Premium,D,VS2,62.0,58.0,911.0,4.32,4.29,2.67 +8775,1.01,Premium,F,SI2,62.6,54.0,4468.0,6.38,6.34,3.98 +32884,0.4,Premium,J,VS1,59.7,59.0,810.0,4.83,4.79,2.87 +36531,0.42,Ideal,I,VVS1,62.4,57.0,945.0,4.83,4.79,3.0 +24316,1.64,Ideal,H,VS2,60.6,57.0,12561.0,7.71,7.67,4.66 +25326,1.5,Good,E,VS2,63.9,58.0,14026.0,7.24,7.2,4.61 +9392,0.9,Premium,D,VS2,63.0,62.0,4586.0,6.13,6.06,3.84 +7973,0.9,Very Good,H,VS1,63.2,59.0,4324.0,6.08,6.11,3.85 +51685,0.74,Very Good,G,SI2,63.3,57.0,2398.0,5.73,5.7,3.62 +309,0.83,Ideal,G,SI1,62.3,57.0,2800.0,5.99,6.08,3.76 +28845,0.41,Ideal,H,SI1,62.6,55.0,683.0,4.77,4.79,2.99 +17535,1.01,Ideal,F,VS1,61.7,59.0,7056.0,6.44,6.42,3.97 +4880,0.9,Very Good,E,SI2,62.2,54.0,3715.0,6.13,6.21,3.84 +26980,2.15,Very Good,H,SI2,62.8,58.0,17065.0,8.17,8.22,5.15 +31944,0.3,Ideal,F,VS2,60.7,57.0,776.0,4.34,4.29,2.62 +10753,1.22,Ideal,F,SI2,62.0,57.0,4852.0,6.88,6.83,4.25 +46615,0.51,Very Good,D,VS2,61.1,59.0,1787.0,5.12,5.16,3.14 +51550,0.52,Ideal,G,VVS1,60.6,57.0,2387.0,5.21,5.26,3.17 +1457,0.8,Ideal,E,SI2,61.0,55.0,2978.0,6.0,6.03,3.67 +35698,0.3,Ideal,E,VS1,60.7,57.0,911.0,4.36,4.31,2.63 +35687,0.3,Premium,D,VS2,62.6,61.0,911.0,4.25,4.22,2.65 +53809,0.81,Very Good,G,SI1,60.7,56.0,2733.0,6.06,6.09,3.69 +15953,1.0,Very Good,F,VS2,63.3,55.0,6382.0,6.34,6.29,4.0 +26892,2.04,Premium,D,SI2,61.8,60.0,16872.0,8.09,8.13,5.01 +18024,1.5,Good,H,SI2,64.2,56.0,7291.0,7.26,7.2,4.64 +21713,0.5,Fair,F,I1,68.3,58.0,627.0,4.91,4.78,3.32 +42622,0.32,Very Good,H,VS2,63.0,57.0,505.0,4.35,4.38,2.75 +20377,0.31,Ideal,H,VVS2,62.4,57.0,625.0,4.32,4.36,2.71 +22849,1.5,Good,H,VS2,63.9,60.0,10886.0,7.22,7.17,4.6 +14617,1.14,Good,E,SI1,60.9,64.0,5899.0,6.78,6.68,4.09 +16562,1.09,Ideal,G,VS2,60.9,57.0,6617.0,6.69,6.72,4.08 +22008,1.73,Ideal,J,VS2,63.0,57.0,10076.0,7.64,7.6,4.8 +10691,1.2,Premium,I,VS2,62.3,57.0,4844.0,6.79,6.74,4.22 +29062,0.4,Good,E,SI1,63.7,56.0,687.0,4.66,4.69,2.98 +48300,0.51,Very Good,D,VS1,62.2,59.0,1959.0,5.1,5.13,3.18 +45147,0.5,Premium,F,VS2,61.3,60.0,1654.0,5.13,5.08,3.13 +52824,0.7,Premium,D,SI2,60.4,60.0,2573.0,5.74,5.79,3.48 +9064,1.28,Good,H,SI2,63.8,55.0,4516.0,6.84,6.79,4.35 +28873,0.32,Premium,J,IF,61.2,59.0,684.0,4.44,4.41,2.71 +29038,0.4,Good,E,SI1,63.8,56.0,687.0,4.7,4.74,3.01 +23607,2.01,Premium,H,SI2,61.5,59.0,11635.0,8.12,8.08,4.98 +7316,1.02,Premium,H,SI2,59.8,59.0,4207.0,6.5,6.54,3.9 +25488,1.56,Premium,G,VS1,60.9,58.0,14268.0,7.53,7.49,4.57 +14734,1.15,Very Good,D,SI1,61.7,58.0,5932.0,6.69,6.76,4.15 +39636,0.34,Ideal,G,IF,60.1,57.0,1084.0,4.58,4.54,2.74 +22683,0.4,Ideal,E,SI2,61.9,58.0,629.0,4.71,4.73,2.92 +15284,1.13,Ideal,G,SI1,62.0,55.0,6133.0,6.68,6.71,4.15 +29137,0.32,Ideal,G,VVS2,61.4,56.0,692.0,4.42,4.44,2.72 +45378,0.58,Ideal,F,VS2,62.1,56.0,1666.0,5.33,5.37,3.32 +17656,1.0,Good,D,VS2,63.1,56.0,7114.0,6.36,6.4,4.02 +15196,1.02,Very Good,I,VS2,61.5,57.0,6104.0,6.4,6.44,3.95 +11304,1.2,Premium,H,SI1,62.8,56.0,4980.0,6.76,6.68,4.22 +3765,0.9,Very Good,F,SI2,63.1,58.0,3457.0,6.13,6.11,3.86 +30918,0.34,Ideal,E,VS2,62.1,54.0,745.0,4.5,4.52,2.8 +21017,1.23,Ideal,G,VS1,62.1,57.0,9230.0,6.87,6.79,4.24 +24942,1.7,Ideal,G,VS1,62.5,57.0,13398.0,7.61,7.57,4.74 +4430,0.91,Very Good,G,SI2,62.9,54.0,3615.0,6.14,6.22,3.89 +19772,1.04,Ideal,D,VS1,59.1,56.0,8341.0,6.65,6.59,3.91 +30315,0.43,Premium,I,SI2,59.8,59.0,726.0,4.94,4.9,2.94 +1561,0.78,Ideal,G,SI1,60.6,57.0,3004.0,5.95,5.97,3.61 +29210,0.31,Ideal,F,VVS2,61.3,56.0,695.0,4.38,4.39,2.69 +47604,0.55,Very Good,G,VVS2,57.1,63.0,1879.0,5.39,5.47,3.1 +49110,0.98,Premium,I,I1,62.5,60.0,2064.0,6.31,6.25,3.93 +332,0.71,Ideal,G,VS2,61.3,56.0,2803.0,5.75,5.71,3.51 +18549,1.18,Ideal,F,VS2,62.0,57.0,7560.0,6.82,6.77,4.21 +15578,1.0,Very Good,H,VVS2,62.6,56.0,6249.0,6.36,6.39,3.99 +42940,0.26,Very Good,E,VVS2,61.4,57.0,506.0,4.1,4.13,2.52 +33155,0.31,Premium,G,VVS1,60.5,60.0,816.0,4.33,4.4,2.64 +23032,0.33,Premium,D,SI2,62.7,58.0,631.0,4.41,4.39,2.76 +47921,0.76,Premium,H,SI1,60.9,59.0,1915.0,5.91,5.86,3.58 +27101,2.01,Very Good,F,SI2,60.8,57.0,17244.0,8.09,8.15,4.94 +38681,0.3,Ideal,F,VVS1,61.5,56.0,1041.0,4.32,4.36,2.67 +11431,1.14,Ideal,H,SI1,61.6,57.0,5003.0,6.7,6.75,4.14 +35504,0.41,Ideal,E,SI1,61.8,56.0,904.0,4.78,4.77,2.95 +14829,1.01,Very Good,E,SI1,63.1,57.0,5973.0,6.4,6.37,4.03 +13959,1.01,Very Good,G,VS2,62.5,57.0,5679.0,6.37,6.4,3.99 +47576,0.51,Ideal,G,VVS2,61.6,56.0,1875.0,5.12,5.17,3.17 +18425,1.0,Good,G,VVS2,60.9,56.0,7492.0,6.49,6.52,3.96 +21643,1.34,Very Good,H,VVS2,59.7,60.0,9735.0,7.19,7.22,4.3 +1089,1.05,Premium,I,SI2,58.3,57.0,2911.0,6.72,6.67,3.9 +37094,0.41,Ideal,E,SI1,62.9,57.0,969.0,4.76,4.72,2.98 +43317,0.38,Ideal,E,IF,62.2,54.1,1402.0,4.64,4.67,2.89 +12926,1.01,Good,F,SI1,62.4,59.0,5378.0,6.29,6.33,3.94 +24349,2.02,Good,F,SI2,57.1,60.0,12615.0,8.31,8.25,4.73 +8430,1.03,Premium,H,SI1,58.6,61.0,4406.0,6.64,6.6,3.88 +11699,0.9,Good,E,VS1,62.2,60.0,5068.0,6.12,6.16,3.82 +21066,1.3,Ideal,D,SI1,61.8,56.0,9242.0,6.93,6.96,4.29 +4142,0.71,Premium,G,IF,61.9,58.0,3545.0,5.74,5.77,3.56 +45215,0.51,Very Good,E,VS2,60.5,56.0,1656.0,5.18,5.24,3.15 +47598,0.59,Very Good,G,VS1,62.0,56.0,1878.0,5.35,5.39,3.33 +14749,1.14,Ideal,H,VS2,61.7,57.0,5937.0,6.73,6.68,4.14 +7722,0.26,Premium,E,VS1,60.1,60.0,580.0,4.15,4.1,2.48 +27602,2.1,Ideal,H,SI2,63.1,55.0,18462.0,8.17,8.13,5.14 +31547,0.3,Ideal,E,VVS2,62.3,56.0,766.0,4.28,4.32,2.68 +9721,1.01,Very Good,G,SI1,62.4,58.0,4653.0,6.39,6.44,4.0 +21860,1.23,Ideal,G,VVS2,62.2,56.1,9921.0,6.8,6.87,4.25 +42475,0.5,Ideal,E,SI1,63.0,56.0,1317.0,5.13,5.06,3.21 +41832,0.32,Good,D,IF,57.8,56.0,1252.0,4.55,4.65,2.66 +50736,0.7,Very Good,H,SI1,60.4,61.0,2296.0,5.68,5.77,3.46 +20921,1.18,Premium,G,VVS2,61.6,58.0,9137.0,6.77,6.8,4.18 +36051,0.31,Ideal,G,IF,61.7,56.0,924.0,4.34,4.38,2.69 +41318,0.5,Very Good,G,SI1,62.2,58.0,1214.0,5.03,5.07,3.14 +28579,0.3,Very Good,H,VS1,63.3,57.0,675.0,4.25,4.22,2.68 +10966,0.78,Very Good,E,VVS1,61.3,60.0,4904.0,5.86,5.92,3.61 +44945,0.51,Ideal,G,VS1,61.2,55.0,1634.0,5.15,5.19,3.16 +25138,2.29,Fair,J,VS2,57.0,66.0,13701.0,8.8,8.6,4.98 +13933,1.27,Very Good,J,SI1,63.2,55.0,5669.0,6.89,6.87,4.35 +45141,0.56,Premium,F,VS2,59.6,58.0,1654.0,5.34,5.36,3.19 +25252,1.69,Ideal,F,SI1,63.0,57.0,13872.0,7.62,7.55,4.78 +14777,0.99,Ideal,F,VS1,61.0,55.0,5947.0,6.46,6.52,3.96 +38363,0.33,Ideal,D,VVS2,61.1,56.0,1021.0,4.46,4.44,2.72 +4314,1.07,Ideal,G,SI2,60.8,57.0,3595.0,6.62,6.6,4.02 +39827,0.39,Premium,G,VS1,62.4,57.0,1097.0,4.68,4.62,2.9 +9015,0.91,Very Good,H,VS1,60.0,58.0,4514.0,6.29,6.38,3.8 +49128,0.56,Ideal,D,VS2,61.2,56.0,2066.0,5.35,5.3,3.26 +37371,0.4,Premium,D,VS2,62.5,59.0,982.0,4.66,4.72,2.93 +6710,0.27,Ideal,I,VVS2,62.0,54.5,412.0,4.15,4.19,2.58 +26566,2.02,Ideal,F,SI2,62.2,57.0,16256.0,8.07,8.03,5.01 +43127,0.58,Ideal,H,SI1,60.6,56.0,1386.0,5.44,5.49,3.31 +17245,1.55,Ideal,E,SI2,62.3,55.0,6901.0,7.44,7.37,4.61 +18458,1.04,Ideal,F,VS2,61.1,57.0,7508.0,6.52,6.54,3.99 +23605,1.54,Premium,H,VS2,62.1,62.0,11632.0,7.38,7.31,4.56 +14938,1.21,Ideal,G,SI2,62.0,56.0,6017.0,6.83,6.81,4.23 +9696,0.32,Very Good,D,SI1,62.7,57.0,589.0,4.34,4.37,2.73 +17451,1.01,Very Good,F,VS1,62.8,58.0,6999.0,6.32,6.39,3.99 +18849,1.54,Premium,I,SI2,60.1,61.0,7727.0,7.46,7.41,4.47 +53667,0.81,Ideal,J,VS2,62.1,56.0,2708.0,5.92,5.97,3.69 +38074,0.3,Premium,E,VVS2,61.5,60.0,1013.0,4.31,4.28,2.64 +10943,1.01,Good,F,SI1,63.7,57.0,4899.0,6.35,6.4,4.06 +49132,0.56,Ideal,D,VS2,61.1,56.0,2066.0,5.33,5.3,3.25 +36079,0.37,Very Good,E,VS1,62.0,56.0,925.0,4.59,4.63,2.86 +41740,0.41,Ideal,E,VVS2,61.4,57.0,1243.0,4.79,4.76,2.93 +44256,0.51,Very Good,D,SI1,63.5,56.0,1574.0,5.08,5.06,3.22 +7235,0.9,Fair,I,VVS1,63.5,57.0,4194.0,5.98,6.09,3.83 +38874,0.4,Premium,F,VS1,62.4,59.0,1050.0,4.69,4.67,2.92 +5712,0.25,Very Good,F,VVS2,60.4,59.0,575.0,4.09,4.12,2.48 +46609,0.54,Ideal,D,SI1,62.9,57.0,1786.0,5.22,5.17,3.27 +27379,0.35,Premium,H,SI1,62.4,58.0,647.0,4.54,4.47,2.81 +25675,2.01,Good,I,SI1,59.4,63.0,14597.0,8.18,8.26,4.88 +31075,0.3,Good,F,VVS1,63.7,59.0,752.0,4.17,4.24,2.68 +7243,1.11,Premium,I,SI2,61.5,58.0,4196.0,6.65,6.61,4.08 +1595,0.8,Ideal,D,SI1,62.2,57.0,3011.0,5.89,5.85,3.65 +37954,0.41,Very Good,F,VS1,58.6,61.0,1007.0,4.83,4.87,2.84 +18973,1.21,Ideal,H,SI1,60.7,57.0,7810.0,6.85,6.89,4.17 +31484,0.34,Ideal,G,VS2,61.9,55.0,765.0,4.53,4.49,2.79 +12271,1.23,Premium,J,VS1,60.1,60.0,5209.0,6.9,6.95,4.16 +42428,0.51,Ideal,H,VS2,61.2,53.0,1312.0,5.22,5.18,3.18 +36457,0.31,Ideal,D,VS2,62.2,56.0,942.0,4.33,4.32,2.69 +50631,0.23,Very Good,D,VS2,62.9,57.0,402.0,3.92,3.97,2.48 +51153,0.9,Good,G,I1,63.6,61.0,2344.0,6.07,6.03,3.85 +50012,0.73,Very Good,H,SI1,62.8,55.0,2196.0,5.71,5.75,3.6 +40706,0.58,Ideal,I,SI2,61.3,56.0,1158.0,5.38,5.45,3.32 +14063,0.3,Ideal,H,VVS2,62.6,55.0,605.0,4.25,4.28,2.67 +48139,0.7,Very Good,F,SI2,62.1,57.0,1940.0,5.63,5.68,3.51 +10825,0.84,Very Good,D,VS1,60.1,58.0,4869.0,6.12,6.15,3.69 +39931,0.35,Very Good,I,VS2,61.7,57.0,491.0,4.52,4.56,2.8 +28024,0.3,Very Good,E,VS2,62.0,58.0,658.0,4.26,4.29,2.65 +28882,0.39,Premium,I,SI2,61.0,58.0,684.0,4.75,4.7,2.88 +27851,0.34,Ideal,H,VVS2,60.9,55.0,652.0,4.52,4.54,2.75 +10976,1.01,Good,D,SI1,64.1,60.0,4909.0,6.3,6.27,4.03 +27302,2.01,Ideal,F,SI2,61.3,60.0,17798.0,8.05,8.1,4.95 +30169,0.31,Very Good,E,VVS2,64.2,55.0,721.0,4.24,4.3,2.74 +28966,0.31,Ideal,E,SI2,60.1,57.0,435.0,4.41,4.44,2.66 +12309,1.13,Very Good,I,VS1,61.7,54.0,5220.0,6.71,6.74,4.15 +48926,0.7,Very Good,G,SI1,61.9,56.0,2042.0,5.68,5.73,3.53 +33890,0.3,Ideal,E,VS2,61.3,57.0,844.0,4.33,4.29,2.64 +19954,1.15,Premium,G,VVS2,58.4,59.0,8501.0,6.92,6.84,4.02 +7528,1.01,Premium,H,SI2,61.5,60.0,4242.0,6.4,6.34,3.92 +10382,0.32,Good,F,SI1,63.8,59.0,593.0,4.33,4.29,2.75 +27149,1.95,Very Good,H,VS2,61.7,55.0,17374.0,8.0,8.05,4.95 +26669,2.01,Premium,I,SI1,61.5,60.0,16499.0,8.12,8.01,4.96 +14722,0.3,Very Good,G,VS1,61.2,59.0,605.0,4.28,4.32,2.63 +4932,0.9,Good,H,SI1,61.4,60.0,3730.0,6.06,6.12,3.74 +46844,0.56,Ideal,F,SI1,61.1,56.0,1811.0,5.35,5.33,3.26 +15786,1.33,Premium,I,VS2,62.5,61.0,6316.0,7.02,6.99,4.38 +6218,0.7,Very Good,D,VS1,59.3,55.0,4003.0,5.86,5.83,3.47 +9385,0.32,Ideal,D,SI1,61.5,56.0,589.0,4.39,4.42,2.71 +8295,0.9,Premium,E,SI1,59.1,62.0,4385.0,6.33,6.3,3.73 +45332,0.51,Good,E,VS2,63.6,54.0,1662.0,5.09,5.06,3.23 +26217,2.15,Ideal,J,VS1,60.9,55.0,15613.0,8.35,8.39,5.1 +38402,0.35,Ideal,H,VVS1,62.3,55.0,1024.0,4.55,4.51,2.82 +17301,1.01,Premium,G,VS1,60.7,58.0,6932.0,6.49,6.52,3.95 +27420,2.03,Ideal,H,SI1,60.8,57.0,18026.0,8.24,8.18,4.99 +3882,0.9,Very Good,I,VS1,63.5,57.0,3484.0,6.06,6.03,3.84 +29942,0.29,Very Good,H,VS1,62.2,56.0,444.0,4.24,4.27,2.64 +16330,1.01,Very Good,F,VS2,63.3,57.0,6533.0,6.41,6.33,4.03 +48330,0.34,Premium,H,SI2,58.6,62.0,536.0,4.62,4.6,2.7 +33819,0.4,Premium,F,VS2,61.6,58.0,842.0,4.75,4.8,2.94 +10283,1.11,Premium,G,SI2,62.3,58.0,4755.0,6.65,6.61,4.13 +17733,1.03,Ideal,F,VS1,61.7,56.0,7137.0,6.49,6.54,4.02 +38510,0.5,Premium,G,SI2,62.0,59.0,1031.0,5.1,5.03,3.14 +51680,0.74,Premium,G,SI2,62.5,56.0,2398.0,5.81,5.75,3.61 +32437,0.43,Ideal,F,SI1,61.7,54.0,792.0,4.86,4.9,3.01 +4481,0.75,Ideal,D,VS2,61.7,55.0,3625.0,5.82,5.85,3.6 +2189,0.71,Ideal,H,VVS1,61.1,56.0,3137.0,5.78,5.81,3.53 +36382,0.38,Premium,D,SI1,62.2,58.0,941.0,4.63,4.57,2.86 +13085,1.04,Ideal,H,VS2,59.3,57.0,5416.0,6.64,6.58,3.92 +52779,0.78,Very Good,E,SI1,63.4,56.0,2565.0,5.84,5.9,3.72 +30367,0.36,Premium,I,VS1,62.0,59.0,729.0,4.6,4.53,2.83 +20699,1.5,Very Good,I,VS2,60.1,60.0,8974.0,7.38,7.35,4.43 +22286,1.57,Very Good,I,VS1,59.7,61.0,10336.0,7.51,7.62,4.52 +5686,1.01,Fair,J,VS2,59.6,62.0,3886.0,6.54,6.49,3.88 +41070,0.51,Ideal,H,SI1,59.9,56.0,1192.0,5.19,5.23,3.12 +8223,1.0,Very Good,F,SI2,61.3,61.0,4372.0,6.36,6.39,3.91 +21183,1.21,Ideal,F,VS1,59.7,57.0,9335.0,6.94,6.92,4.14 +12718,0.32,Ideal,E,VS2,61.8,54.0,599.0,4.4,4.43,2.73 +7003,1.0,Good,D,SI1,57.6,62.0,4155.0,6.62,6.5,3.78 +38692,0.37,Ideal,F,VS1,61.1,57.0,1041.0,4.65,4.61,2.83 +6435,1.2,Fair,G,SI2,65.5,59.0,4044.0,6.73,6.53,4.34 +50585,0.7,Very Good,E,SI2,59.5,56.0,2281.0,5.79,5.81,3.45 +35368,0.38,Ideal,H,VS2,62.8,56.0,898.0,4.62,4.59,2.89 +24704,0.32,Ideal,E,VS2,62.1,55.0,639.0,4.39,4.43,2.74 +50388,0.71,Good,G,SI1,62.3,56.0,2251.0,5.68,5.72,3.55 +6643,1.09,Premium,I,VS2,59.0,61.0,4090.0,6.78,6.75,3.98 +21905,1.59,Premium,F,SI2,60.3,59.0,9972.0,7.6,7.55,4.57 +21231,1.25,Very Good,F,VS2,62.5,59.0,9377.0,6.81,6.89,4.28 +28527,0.31,Very Good,F,VS1,62.0,56.0,675.0,4.32,4.35,2.69 +19363,0.27,Ideal,D,VVS1,61.9,57.0,622.0,4.15,4.18,2.58 +12840,1.04,Very Good,G,VS2,61.4,63.0,5353.0,6.51,6.55,4.01 +18977,1.0,Premium,D,VS1,62.1,55.0,7812.0,6.41,6.34,3.96 +26213,2.26,Ideal,I,SI2,61.5,57.0,15606.0,8.36,8.44,5.17 +47436,0.71,Premium,J,SI1,61.0,61.0,1853.0,5.71,5.66,3.47 +9606,1.02,Very Good,G,SI1,63.0,55.0,4633.0,6.4,6.45,4.05 +31149,0.41,Good,F,SI1,63.2,59.0,755.0,4.68,4.72,2.97 +49035,0.7,Ideal,I,SI1,61.9,58.0,2054.0,5.67,5.7,3.52 +9914,1.15,Premium,E,SI2,62.3,58.0,4688.0,6.73,6.67,4.18 +26515,2.01,Good,I,VS2,63.6,57.0,16149.0,7.95,7.87,5.03 +8470,1.01,Very Good,F,SI2,62.4,58.0,4416.0,6.37,6.41,3.99 +23442,1.07,Ideal,F,IF,62.0,57.0,11434.0,6.52,6.57,4.06 +374,0.81,Very Good,F,SI1,63.1,59.0,2809.0,5.85,5.79,3.67 +37378,0.4,Premium,F,VS1,61.4,58.0,982.0,4.73,4.75,2.91 +49867,0.72,Good,I,VS2,60.1,60.5,2174.0,5.76,5.85,3.48 +7641,0.9,Very Good,F,VS2,64.2,59.0,4268.0,6.07,6.11,3.91 +48874,0.61,Very Good,E,VS2,60.0,57.0,2036.0,5.52,5.55,3.32 +8432,1.13,Good,D,SI2,60.7,64.0,4406.0,6.68,6.63,4.0 +29101,0.34,Ideal,I,VS1,62.4,55.0,689.0,4.51,4.47,2.8 +42465,0.5,Very Good,E,SI1,61.5,62.0,1316.0,5.06,5.09,3.12 +10298,1.01,Very Good,F,SI1,62.8,58.0,4759.0,6.35,6.43,4.01 +26225,2.12,Ideal,I,SI2,61.0,57.0,15647.0,8.28,8.31,5.06 +41014,0.44,Ideal,H,IF,61.5,56.0,1185.0,4.89,4.93,3.02 +905,0.74,Ideal,G,VS2,62.3,55.0,2877.0,5.8,5.83,3.62 +38691,0.37,Ideal,F,VS1,61.7,56.0,1041.0,4.63,4.61,2.85 +11129,1.5,Fair,H,I1,65.7,58.0,4939.0,7.07,7.02,4.63 +20822,1.0,Premium,E,VVS2,61.6,59.0,9050.0,6.46,6.42,3.97 +48238,0.7,Good,H,SI2,60.2,63.0,1950.0,5.7,5.73,3.44 +11402,1.04,Premium,H,SI1,61.0,58.0,4999.0,6.54,6.6,4.01 +13415,1.2,Premium,I,SI1,60.7,59.0,5510.0,6.9,6.87,4.18 +18696,0.4,Ideal,F,SI2,61.6,55.0,619.0,4.73,4.75,2.92 +30641,0.36,Ideal,I,IF,62.0,55.0,735.0,4.59,4.61,2.85 +4250,0.8,Ideal,G,VS1,61.1,58.0,3578.0,5.96,6.03,3.66 +51588,0.75,Ideal,F,SI2,62.6,55.0,2393.0,5.86,5.81,3.65 +27756,0.32,Premium,I,VS1,61.9,58.0,648.0,4.4,4.36,2.71 +31189,0.32,Very Good,D,SI1,63.3,57.0,756.0,4.39,4.36,2.77 +13393,0.38,Ideal,F,SI2,62.1,56.0,602.0,4.62,4.65,2.88 +40833,0.4,Ideal,G,VVS2,61.5,57.0,1172.0,4.74,4.76,2.92 +23633,1.75,Premium,E,SI2,62.5,59.0,11655.0,7.71,7.63,4.79 +28947,0.3,Ideal,G,VVS2,60.6,57.0,684.0,4.33,4.35,2.63 +32682,0.31,Premium,G,VS1,61.2,60.0,802.0,4.33,4.3,2.64 +33174,0.43,Ideal,G,SI1,61.7,55.0,818.0,4.89,4.87,3.01 +28779,0.39,Good,F,VS2,64.3,55.0,681.0,4.56,4.64,2.96 +24333,1.54,Premium,G,SI1,61.0,59.0,12592.0,7.43,7.38,4.52 +30864,0.33,Premium,G,VS2,61.3,59.0,743.0,4.46,4.44,2.73 +8510,0.9,Premium,G,VS2,60.2,59.0,4424.0,6.28,6.22,3.76 +25800,2.02,Premium,F,SI2,61.5,60.0,14790.0,8.15,8.05,4.98 +28897,0.3,Good,G,VVS2,63.3,57.0,684.0,4.23,4.27,2.69 +51335,0.7,Very Good,F,VS2,62.4,57.0,2362.0,5.63,5.69,3.53 +4831,0.85,Very Good,F,VS2,62.2,56.0,3705.0,6.01,6.08,3.76 +49688,0.71,Ideal,I,VVS2,61.6,56.0,2145.0,5.72,5.8,3.56 +21712,0.5,Fair,F,I1,67.1,57.0,627.0,4.92,4.87,3.28 +26983,2.01,Very Good,I,VS1,59.8,63.0,17068.0,8.14,8.11,4.86 +50091,0.62,Ideal,G,VS1,60.7,55.0,2206.0,5.55,5.59,3.38 +11905,1.0,Very Good,H,VS2,62.9,57.0,5121.0,6.31,6.35,3.98 +20899,1.51,Good,I,VS2,63.7,58.0,9116.0,7.23,7.21,4.6 +19815,1.2,Good,E,VS2,63.6,57.0,8380.0,6.74,6.68,4.27 +30571,0.31,Ideal,D,VS2,62.2,56.0,734.0,4.32,4.33,2.69 +15807,1.0,Ideal,E,SI1,62.4,55.0,6324.0,6.34,6.42,3.98 +267,0.7,Premium,F,VS1,62.1,60.0,2792.0,5.71,5.65,3.53 +51315,0.31,Ideal,H,VS1,61.7,57.0,544.0,4.34,4.38,2.69 +51304,0.31,Good,E,SI1,63.5,57.0,544.0,4.28,4.32,2.73 +17681,1.01,Premium,F,VS1,62.4,61.0,7127.0,6.39,6.36,3.98 +47051,0.53,Very Good,F,VS1,61.5,59.0,1821.0,5.19,5.22,3.2 +15262,1.06,Ideal,G,VS2,61.8,57.0,6128.0,6.52,6.56,4.04 +24149,1.51,Very Good,G,VS1,60.2,63.0,12317.0,7.36,7.39,4.44 +42672,0.51,Fair,F,VS2,61.0,66.0,1334.0,5.12,5.04,3.1 +4733,0.3,Ideal,F,VS2,61.9,56.0,573.0,4.32,4.34,2.68 +30459,0.45,Very Good,E,SI2,63.2,54.0,731.0,4.94,4.82,3.09 +8255,0.76,Ideal,D,VS1,61.7,56.0,4377.0,5.84,5.87,3.61 +22023,0.42,Ideal,J,VS2,62.0,55.0,628.0,4.81,4.87,3.0 +51196,0.6,Premium,F,VVS2,61.3,59.0,2350.0,5.45,5.41,3.33 +31822,0.41,Premium,F,SI2,59.0,58.0,775.0,4.89,4.87,2.88 +17863,1.51,Good,J,VS2,63.7,59.0,7207.0,7.12,7.2,4.56 +40060,0.46,Good,F,VS1,64.4,60.0,1113.0,4.88,4.9,3.15 +46966,0.33,Very Good,J,IF,60.9,54.0,529.0,4.47,4.53,2.74 +11748,1.03,Premium,D,SI2,60.6,60.0,5076.0,6.52,6.46,3.93 +15973,1.51,Premium,F,SI2,62.7,58.0,6393.0,7.33,7.29,4.58 +39913,0.4,Ideal,G,VS1,62.9,55.0,1104.0,4.76,4.71,2.98 +15361,0.3,Ideal,H,VVS2,61.3,56.0,605.0,4.33,4.35,2.66 +4007,0.9,Very Good,F,SI2,61.1,54.0,3519.0,6.27,6.29,3.84 +1012,0.72,Premium,D,VS1,62.7,58.0,2900.0,5.68,5.65,3.55 +15854,1.02,Ideal,E,SI1,62.6,57.0,6342.0,6.41,6.44,4.02 +33091,0.31,Ideal,D,VVS2,62.4,54.0,815.0,4.35,4.37,2.72 +41536,0.42,Ideal,G,VVS1,61.4,56.0,1235.0,4.83,4.81,2.96 +23853,1.56,Ideal,F,SI1,62.7,57.0,11943.0,7.34,7.39,4.62 +33814,0.32,Ideal,E,VVS2,61.6,57.0,842.0,4.4,4.43,2.72 +24321,1.5,Ideal,G,VS1,61.0,57.0,12576.0,7.32,7.4,4.49 +30416,0.32,Ideal,G,VVS2,61.7,57.0,730.0,4.41,4.44,2.73 +52429,0.7,Very Good,I,VVS1,61.2,58.0,2513.0,5.65,5.72,3.48 +21114,1.5,Good,E,SI2,63.3,57.0,9281.0,7.31,7.33,4.63 +18152,1.52,Ideal,J,SI1,61.9,57.0,7356.0,7.33,7.37,4.55 +28685,0.3,Good,G,VVS1,64.0,57.0,678.0,4.23,4.27,2.72 +50639,0.23,Very Good,F,VS2,59.4,57.0,402.0,4.06,4.09,2.42 +39012,0.43,Ideal,I,IF,62.0,55.0,1056.0,4.83,4.85,3.0 +52693,0.7,Very Good,F,SI1,60.0,58.0,2553.0,5.75,5.79,3.46 +2568,0.91,Fair,F,SI2,64.9,56.0,3210.0,6.08,6.05,3.94 +50457,0.77,Good,I,SI1,62.3,55.0,2264.0,5.88,5.93,3.68 +34648,0.31,Ideal,E,VS2,61.8,54.0,872.0,4.37,4.34,2.69 +11209,1.01,Good,H,VS2,63.5,61.0,4959.0,6.24,6.32,3.99 +37764,0.41,Ideal,E,VS2,61.8,57.0,999.0,4.78,4.76,2.95 +9671,1.11,Ideal,I,SI1,62.3,56.0,4645.0,6.59,6.64,4.12 +43129,0.57,Very Good,D,SI2,62.1,58.0,1387.0,5.26,5.31,3.28 +24785,2.75,Ideal,D,I1,60.9,57.0,13156.0,9.04,8.98,5.49 +28588,0.3,Ideal,G,VS2,62.5,53.0,675.0,4.3,4.27,2.68 +44002,0.3,Good,G,SI2,63.3,57.0,394.0,4.25,4.28,2.7 +46010,0.54,Ideal,G,VS1,61.7,57.0,1726.0,5.23,5.25,3.23 +46727,0.5,Good,D,VS1,64.3,54.0,1795.0,5.02,5.06,3.24 +39975,0.32,Ideal,D,VVS2,61.6,55.0,1107.0,4.41,4.45,2.73 +6428,0.9,Ideal,G,SI2,61.4,56.0,4044.0,6.19,6.23,3.81 +34931,0.32,Very Good,J,SI1,61.6,58.0,374.0,4.36,4.4,2.7 +3197,1.0,Premium,F,I1,62.4,59.0,3344.0,6.34,6.38,3.97 +2443,0.72,Premium,G,IF,60.1,58.0,3185.0,5.89,5.86,3.53 +10555,1.16,Premium,H,SI1,59.6,58.0,4814.0,6.86,6.83,4.08 +7280,1.0,Very Good,I,SI1,63.3,58.0,4200.0,6.34,6.3,4.0 +23464,1.31,Ideal,G,VVS2,59.2,59.0,11459.0,7.12,7.18,4.23 +12891,1.37,Premium,J,VS1,60.0,62.0,5370.0,7.24,7.21,4.33 +16525,1.33,Very Good,G,SI2,62.0,59.0,6603.0,7.1,7.04,4.38 +29736,0.32,Ideal,G,VVS2,61.6,55.0,708.0,4.4,4.43,2.72 +46382,0.7,Very Good,I,SI1,62.8,59.0,1763.0,5.63,5.67,3.55 +40290,0.3,Ideal,H,VS2,61.9,55.0,496.0,4.28,4.31,2.66 +34871,0.3,Premium,G,VVS2,62.9,55.0,878.0,4.28,4.24,2.68 +13932,1.0,Good,H,VS1,60.2,63.0,5668.0,6.43,6.47,3.88 +15178,1.01,Premium,F,VS2,62.4,58.0,6097.0,6.43,6.36,3.99 +33779,0.32,Ideal,D,VS2,61.8,55.0,842.0,4.43,4.41,2.73 +53465,0.7,Premium,E,SI1,60.7,58.0,2679.0,5.73,5.74,3.48 +43599,0.31,Ideal,I,VS1,61.8,56.0,507.0,4.38,4.39,2.71 +17619,1.56,Good,J,VS2,57.6,65.0,7094.0,7.62,7.6,4.38 +19514,1.7,Good,J,VS2,64.0,58.0,8146.0,7.41,7.47,4.76 +5946,1.02,Very Good,E,SI2,63.6,59.0,3947.0,6.23,6.28,3.98 +49810,0.5,Ideal,E,VVS2,61.1,57.0,2165.0,5.13,5.15,3.14 +39803,0.35,Ideal,F,VVS1,61.3,55.0,1096.0,4.55,4.58,2.8 +52633,0.33,Very Good,I,VVS2,61.6,57.0,552.0,4.43,4.45,2.73 +31673,0.26,Ideal,F,VVS1,62.4,56.0,769.0,4.11,4.1,2.56 +6027,1.0,Very Good,D,SI2,63.2,56.0,3965.0,6.38,6.33,4.02 +4807,0.9,Good,F,SI1,58.0,58.0,3699.0,6.24,6.28,3.63 +50603,0.92,Fair,H,SI2,66.1,57.0,2283.0,6.22,6.0,4.05 +10052,0.3,Ideal,H,VVS2,62.1,55.0,590.0,4.33,4.36,2.7 +7273,1.04,Premium,G,SI2,61.2,58.0,4200.0,6.5,6.57,4.0 +9764,1.02,Premium,I,VS2,59.5,59.0,4662.0,6.54,6.5,3.88 +40915,0.42,Ideal,D,VS1,62.1,56.0,1179.0,4.78,4.82,2.98 +9127,1.13,Premium,I,SI1,61.8,59.0,4536.0,6.65,6.68,4.12 +41569,0.43,Premium,D,VVS2,59.5,59.0,1238.0,4.97,4.95,2.95 +37431,0.33,Premium,E,VVS1,60.1,58.0,984.0,4.47,4.51,2.7 +40096,0.33,Ideal,G,VVS1,62.0,56.0,1114.0,4.48,4.45,2.77 +4944,0.8,Ideal,H,VVS1,61.8,57.0,3732.0,5.93,5.89,3.65 +47198,0.5,Premium,G,VVS2,59.6,60.0,1838.0,5.15,5.18,3.08 +31559,0.38,Very Good,G,VS2,60.1,61.0,766.0,4.63,4.66,2.79 +37003,0.55,Very Good,J,SI1,62.5,57.0,965.0,5.22,5.24,3.27 +33549,0.35,Ideal,D,VS2,61.5,56.0,829.0,4.53,4.55,2.79 +32475,0.33,Very Good,G,VVS1,61.8,55.0,795.0,4.44,4.48,2.76 +47907,0.53,Ideal,G,VVS2,62.5,54.0,1914.0,5.21,5.19,3.25 +4677,1.06,Premium,J,SI2,61.3,60.0,3672.0,6.52,6.59,4.02 +37978,0.4,Very Good,G,VVS1,60.6,58.0,1008.0,4.69,4.78,2.87 +4337,0.9,Ideal,E,SI2,62.0,55.0,3599.0,6.23,6.15,3.84 +3851,1.01,Fair,F,SI2,64.8,55.0,3477.0,6.37,6.26,4.1 +1715,0.32,Ideal,G,VS2,61.4,56.0,561.0,4.37,4.39,2.69 +24296,1.07,Ideal,D,VVS2,60.3,56.0,12545.0,6.63,6.68,4.01 +15604,1.04,Ideal,E,SI1,62.6,53.0,6260.0,6.49,6.52,4.07 +20683,1.0,Good,E,VVS2,57.8,61.0,8960.0,6.55,6.46,3.76 +49226,0.58,Very Good,E,VS1,61.8,55.0,2082.0,5.35,5.39,3.32 +19689,0.3,Ideal,G,VS1,63.1,55.0,624.0,4.25,4.31,2.7 +22891,1.57,Premium,H,VS1,60.5,61.0,10930.0,7.6,7.51,4.57 +40271,0.37,Very Good,E,SI2,61.6,56.0,493.0,4.61,4.65,2.85 +2361,0.9,Ideal,J,VS1,62.5,55.0,3175.0,6.18,6.14,3.85 +13941,1.22,Premium,I,SI1,62.1,58.0,5671.0,6.89,6.8,4.25 +53259,0.72,Ideal,D,SI2,62.7,55.0,2647.0,5.7,5.72,3.58 +30285,0.34,Premium,F,SI2,60.0,58.0,447.0,4.55,4.58,2.74 +35984,0.39,Very Good,E,VS2,60.4,56.0,921.0,4.7,4.73,2.85 +14475,1.05,Ideal,F,SI1,61.3,54.0,5842.0,6.58,6.61,4.04 +36133,0.33,Ideal,E,VS2,61.3,55.0,928.0,4.48,4.46,2.74 +27086,2.31,Premium,I,SI2,62.9,58.0,17218.0,8.43,8.34,5.27 +21057,0.31,Premium,F,VS2,61.8,59.0,625.0,4.31,4.33,2.67 +7310,0.91,Good,H,VVS2,65.5,57.0,4205.0,6.01,6.11,3.97 +50277,0.7,Very Good,E,SI1,61.5,56.0,2239.0,5.74,5.8,3.55 +45115,0.7,Premium,G,I1,61.9,58.0,1650.0,5.74,5.69,3.54 +32385,0.32,Ideal,D,VVS2,61.7,55.0,790.0,4.39,4.42,2.72 +441,0.95,Fair,F,SI2,56.0,60.0,2815.0,6.62,6.53,3.68 +47859,0.52,Ideal,F,VS2,60.1,57.0,1909.0,5.26,5.23,3.15 +42140,0.52,Premium,F,SI1,61.5,60.0,1280.0,5.16,5.15,3.17 +31933,0.3,Premium,F,VS2,60.7,58.0,776.0,4.35,4.32,2.63 +51392,0.71,Fair,D,VS2,55.6,73.0,2368.0,6.01,5.96,3.33 +26867,2.39,Very Good,J,VS2,62.2,60.0,16791.0,8.49,8.51,5.29 +20989,1.16,Very Good,G,VVS2,61.6,58.0,9205.0,6.67,6.73,4.13 +2147,0.57,Very Good,D,VVS1,62.8,56.0,3126.0,5.27,5.31,3.32 +29029,0.31,Ideal,H,VVS1,62.6,53.0,687.0,4.35,4.41,2.74 +38102,0.36,Ideal,E,VS2,61.1,56.0,1013.0,4.63,4.6,2.82 +7889,1.0,Fair,D,SI2,64.5,54.0,4312.0,6.34,6.28,4.07 +44390,0.41,Ideal,D,VVS1,62.3,57.0,1582.0,4.77,4.73,2.96 +53123,0.74,Fair,E,SI2,66.7,62.0,2617.0,5.49,5.43,3.64 +35338,0.32,Ideal,G,IF,61.4,55.0,898.0,4.42,4.44,2.72 +41825,0.51,Very Good,H,VS2,59.8,57.0,1251.0,5.22,5.25,3.13 +39161,0.35,Ideal,E,VS1,61.2,56.0,1063.0,4.55,4.53,2.78 +22593,1.15,Ideal,G,VVS1,62.7,56.0,10644.0,6.69,6.67,4.19 +1853,0.72,Very Good,E,VS2,63.0,58.0,3065.0,5.69,5.73,3.6 +25905,2.09,Premium,J,VS1,61.2,59.0,15035.0,8.22,8.31,5.06 +13186,1.04,Very Good,G,VS2,61.4,63.0,5451.0,6.55,6.51,4.01 +14392,0.3,Very Good,G,VS1,62.8,57.0,605.0,4.25,4.29,2.68 +29592,0.32,Ideal,D,SI1,62.9,56.0,706.0,4.4,4.38,2.76 +22115,1.11,Very Good,F,VVS1,59.7,55.0,10141.0,6.77,6.82,4.06 +28410,0.35,Ideal,D,SI2,62.4,55.0,669.0,4.54,4.53,2.83 +35547,0.35,Ideal,F,VS2,61.4,55.0,906.0,4.6,4.55,2.81 +13056,1.13,Premium,H,SI1,62.1,58.0,5410.0,6.7,6.66,4.15 +38664,0.42,Ideal,D,SI1,61.8,57.0,1040.0,4.81,4.77,2.96 +22287,1.7,Premium,H,VVS2,61.4,58.0,10337.0,7.66,7.62,4.69 +13319,1.01,Very Good,E,SI1,62.8,57.0,5499.0,6.37,6.41,4.01 +38699,0.37,Premium,E,VS2,61.0,59.0,1041.0,4.63,4.59,2.81 +46290,0.71,Good,J,SI1,61.5,62.0,1755.0,5.61,5.66,3.47 +21221,1.22,Ideal,H,VVS2,61.7,56.0,9366.0,6.83,6.87,4.23 +15944,1.66,Ideal,J,SI2,60.8,57.0,6377.0,7.68,7.65,4.66 +21497,1.2,Ideal,D,VS2,61.4,55.0,9596.0,6.87,6.78,4.19 +10910,0.75,Very Good,E,VVS1,62.3,57.0,4889.0,5.73,5.83,3.6 +3826,0.73,Ideal,E,VS1,61.4,55.0,3471.0,5.8,5.82,3.57 +36618,0.32,Ideal,D,SI2,59.8,57.0,477.0,4.4,4.46,2.65 +10392,0.31,Premium,G,SI1,61.8,60.0,593.0,4.35,4.32,2.68 +12996,1.26,Ideal,J,SI1,62.0,56.0,5398.0,6.93,6.9,4.29 +22856,1.53,Premium,H,VS2,60.1,58.0,10889.0,7.57,7.6,4.71 +3157,0.9,Very Good,I,VS2,58.4,62.0,3334.0,6.29,6.35,3.69 +32615,0.25,Very Good,G,VVS1,59.4,63.0,457.0,4.07,4.11,2.43 +31931,0.3,Ideal,F,VS2,62.0,54.0,776.0,4.34,4.31,2.68 +13199,1.27,Ideal,J,SI1,61.4,57.0,5455.0,6.97,7.0,4.29 +5635,0.95,Premium,I,SI1,60.0,60.0,3878.0,6.39,6.37,3.83 +1405,0.27,Very Good,F,IF,60.4,58.0,560.0,4.18,4.2,2.53 +34017,0.3,Premium,D,VS1,59.7,58.0,848.0,4.39,4.32,2.6 +32756,0.34,Ideal,D,SI1,62.3,57.0,803.0,4.48,4.44,2.78 +40869,0.55,Good,H,SI1,63.6,55.0,1175.0,5.18,5.23,3.31 +31127,0.43,Very Good,G,SI1,62.9,55.0,754.0,4.83,4.87,3.05 +24849,1.73,Premium,I,VS1,61.8,58.0,13250.0,7.75,7.68,4.76 +19284,1.02,Premium,G,VVS1,62.1,59.0,8005.0,6.39,6.36,3.96 +46618,0.51,Ideal,D,VS2,61.9,56.0,1787.0,5.11,5.14,3.17 +26368,0.32,Good,H,VVS2,63.4,56.0,645.0,4.34,4.37,2.76 +13491,1.15,Very Good,G,SI1,61.3,62.0,5538.0,6.68,6.72,4.11 +2099,0.9,Good,H,SI2,64.3,58.0,3114.0,5.97,6.03,3.86 +11535,0.92,Premium,D,SI1,62.5,59.0,5028.0,6.24,6.14,3.87 +17727,0.32,Ideal,G,VS1,61.4,54.0,614.0,4.45,4.48,2.74 +12005,1.01,Premium,D,SI1,58.1,61.0,5147.0,6.66,6.59,3.85 +49558,0.71,Good,F,SI2,64.1,60.0,2130.0,0.0,0.0,0.0 +33507,0.32,Ideal,F,VS2,62.5,56.0,828.0,4.4,4.37,2.74 +24798,1.56,Premium,G,VS2,61.9,58.0,13178.0,7.4,7.44,4.59 +32423,0.41,Premium,D,SI1,59.6,59.0,791.0,4.82,4.85,2.88 +9475,1.03,Ideal,H,SI1,62.3,56.0,4603.0,6.48,6.45,4.03 +41966,0.23,Very Good,E,VVS2,61.1,59.0,505.0,3.94,3.98,2.42 +7706,1.04,Ideal,G,SI2,62.0,57.0,4277.0,6.6,6.53,4.07 +25466,1.5,Premium,G,VS1,62.7,58.0,14234.0,7.3,7.25,4.56 +13514,1.01,Premium,D,SI1,62.6,58.0,5543.0,6.44,6.33,4.0 +8331,1.09,Premium,H,SI2,61.2,62.0,4395.0,6.63,6.58,4.04 +27705,0.36,Ideal,H,SI1,61.5,57.0,648.0,4.6,4.57,2.82 +45521,0.53,Ideal,D,SI1,62.0,57.0,1683.0,5.23,5.19,3.23 +26986,2.01,Premium,H,VS2,60.1,61.0,17068.0,8.14,8.06,4.87 +41420,0.52,Ideal,F,SI2,60.9,57.0,1226.0,5.22,5.2,3.17 +21532,1.17,Ideal,G,VVS2,61.6,56.0,9630.0,6.77,6.83,4.18 +19077,1.0,Ideal,F,VVS2,61.5,55.0,7849.0,6.46,6.41,3.96 +42482,0.43,Ideal,G,IF,61.9,53.0,1318.0,4.87,4.88,3.02 +13204,1.02,Very Good,E,SI1,63.2,60.0,5456.0,6.33,6.42,4.03 +18591,1.51,Premium,G,SI1,61.3,61.0,7585.0,7.41,7.34,4.52 +22670,1.28,Premium,G,VVS2,62.1,58.0,10716.0,6.96,6.91,4.31 +37247,0.3,Ideal,G,VVS1,61.9,55.0,976.0,4.32,4.34,2.68 +16723,0.33,Ideal,H,VS1,61.6,55.0,610.0,4.46,4.48,2.75 +28726,0.31,Ideal,E,VS2,61.9,55.0,680.0,4.36,4.39,2.71 +51718,0.7,Good,F,SI1,57.2,63.0,2401.0,5.84,5.87,3.35 +28894,0.3,Premium,G,VVS2,62.0,60.0,684.0,4.25,4.33,2.66 +2985,0.77,Ideal,G,VS2,61.8,54.0,3300.0,5.91,5.94,3.66 +4059,0.36,Ideal,G,SI1,61.4,55.0,571.0,4.61,4.64,2.84 +21291,1.13,Ideal,D,VS1,61.4,55.0,9448.0,6.72,6.74,4.13 +22923,1.5,Premium,F,SI1,62.6,60.0,10962.0,7.27,7.18,4.52 +9362,0.32,Very Good,D,SI1,62.8,56.0,589.0,4.37,4.42,2.76 +26687,0.32,Ideal,E,SI2,61.6,56.0,427.0,4.4,4.43,2.72 +11686,1.22,Premium,H,SI1,60.6,58.0,5063.0,6.91,6.86,4.17 +39835,0.51,Very Good,E,SI2,62.0,57.0,1098.0,5.09,5.13,3.17 +27882,0.41,Good,E,SI1,63.5,55.0,654.0,4.73,4.75,3.01 +6187,1.06,Very Good,H,SI2,62.6,60.0,3996.0,6.43,6.47,4.04 +18345,1.01,Ideal,F,VS1,62.5,54.0,7465.0,6.43,6.46,4.03 +35654,0.31,Very Good,G,VVS2,63.1,57.0,907.0,4.32,4.3,2.72 +21077,1.18,Ideal,G,VVS2,62.2,54.0,9252.0,6.78,6.82,4.23 +42162,0.51,Ideal,G,SI1,63.2,58.0,1284.0,5.05,5.08,3.2 +11107,1.05,Ideal,D,SI2,60.2,57.0,4932.0,6.58,6.65,3.98 +44851,0.58,Ideal,I,VS2,61.8,55.0,1626.0,5.36,5.38,3.32 +36689,0.39,Premium,G,VS1,61.7,62.0,951.0,4.69,4.65,2.88 +50899,0.71,Ideal,H,SI2,62.7,55.0,2317.0,5.68,5.64,3.56 +2343,0.78,Ideal,G,VS2,62.2,57.0,3171.0,5.87,5.9,3.66 +2897,0.91,Very Good,G,SI2,63.3,57.0,3282.0,6.12,6.08,3.86 +38105,0.36,Premium,E,VS2,62.1,59.0,1013.0,4.59,4.55,2.84 +44262,0.5,Ideal,E,VS2,61.6,57.0,1575.0,5.09,5.13,3.15 +3162,0.92,Good,D,SI2,57.8,63.0,3335.0,6.36,6.4,3.69 +15943,1.0,Ideal,G,VS2,62.4,59.0,6377.0,6.36,6.4,3.98 +20824,1.3,Premium,G,VS2,60.9,60.0,9051.0,6.99,7.04,4.27 +24390,0.41,Very Good,E,SI2,63.0,57.0,638.0,4.7,4.73,2.97 +2860,0.72,Ideal,H,VS1,61.5,55.0,3274.0,5.77,5.85,3.56 +6165,1.0,Good,H,SI2,59.0,61.0,3991.0,6.42,6.46,3.8 +15202,1.01,Premium,D,VS2,59.2,56.0,6108.0,6.48,6.43,3.82 +17648,1.11,Ideal,G,VS2,61.7,56.0,7109.0,6.62,6.66,4.1 +6804,1.05,Premium,G,SI2,61.7,56.0,4116.0,6.57,6.53,4.04 +11204,1.13,Very Good,H,SI1,60.1,60.0,4959.0,6.73,6.77,4.06 +34294,0.43,Ideal,H,VS2,60.7,55.0,857.0,4.96,4.89,2.99 +85,0.26,Good,E,VVS1,57.9,60.0,554.0,4.22,4.25,2.45 +24669,1.51,Very Good,F,VS2,63.7,60.0,13012.0,7.2,7.24,4.6 +42001,0.59,Premium,H,SI1,62.4,58.0,1265.0,5.42,5.35,3.36 +25175,1.51,Very Good,E,VS2,63.2,56.0,13757.0,7.28,7.22,4.58 +40061,0.43,Premium,G,VS2,60.8,59.0,1113.0,4.91,4.86,2.97 +20189,1.51,Very Good,G,SI2,60.5,54.6,8637.0,7.36,7.4,4.46 +44642,0.24,Very Good,E,VVS1,60.6,59.0,521.0,4.0,4.02,2.43 +9101,1.01,Premium,G,SI1,63.0,58.0,4525.0,6.35,6.29,3.98 +49160,0.5,Premium,G,VVS1,62.3,59.0,2070.0,5.04,5.01,3.13 +27068,2.01,Premium,H,VS2,61.6,61.0,17191.0,8.14,8.07,4.99 +53773,0.7,Ideal,D,SI1,62.0,54.0,2726.0,5.73,5.76,3.56 +222,0.7,Good,E,VS1,57.2,62.0,2782.0,5.81,5.77,3.31 +48473,0.59,Ideal,D,VS2,61.4,57.0,1978.0,5.39,5.4,3.31 +15395,1.2,Very Good,I,VS1,62.4,56.0,6167.0,6.78,6.74,4.22 +52483,0.73,Premium,H,VS2,61.0,58.0,2519.0,5.84,5.76,3.54 +50739,0.58,Premium,G,VS2,62.2,58.0,2297.0,5.35,5.32,3.32 +24552,1.52,Ideal,G,VS2,61.1,57.0,12840.0,7.39,7.45,4.53 +50471,0.53,Ideal,D,VS2,61.6,56.0,2266.0,5.2,5.22,3.21 +10359,1.2,Ideal,H,VS2,62.8,57.0,4771.0,6.71,6.67,4.2 +38115,0.3,Ideal,H,IF,60.8,56.0,1013.0,4.37,4.35,2.65 +10581,1.01,Very Good,D,SI1,59.1,61.0,4821.0,6.46,6.5,3.83 +45552,0.51,Premium,D,SI1,61.6,58.0,1687.0,5.14,5.12,3.16 +10657,1.0,Fair,G,VS2,66.1,61.0,4838.0,6.08,5.99,3.99 +16101,1.0,Good,G,SI1,59.9,58.0,6437.0,6.44,6.48,3.87 +8409,1.06,Ideal,H,SI2,62.8,57.0,4402.0,6.52,6.56,4.11 +27913,0.26,Very Good,E,VVS1,61.5,56.0,657.0,4.1,4.15,2.53 +16788,0.9,Ideal,D,VS2,61.2,56.0,6689.0,6.2,6.26,3.81 +49610,0.51,Ideal,F,VVS2,60.3,56.0,2138.0,5.2,5.23,3.15 +53453,0.91,Good,I,SI1,64.2,59.0,2676.0,5.98,6.05,3.86 +9272,1.06,Ideal,H,SI2,60.9,56.0,4563.0,6.58,6.63,4.02 +7619,1.01,Very Good,D,SI2,58.9,56.0,4260.0,6.55,6.59,3.87 +40014,0.31,Premium,E,VVS2,62.3,56.0,1107.0,4.34,4.3,2.69 +21445,1.6,Ideal,H,SI1,62.7,56.0,9548.0,7.51,7.39,4.67 +30091,0.32,Premium,H,VS1,60.6,60.0,720.0,4.44,4.4,2.68 +2259,0.83,Very Good,H,VS1,63.1,60.0,3153.0,5.91,5.98,3.75 +42424,0.51,Ideal,G,SI1,63.0,53.0,1312.0,5.13,5.1,3.22 +226,0.72,Premium,D,SI1,62.7,59.0,2782.0,5.73,5.69,3.58 +52786,0.7,Ideal,G,SI1,61.9,58.0,2567.0,5.66,5.69,3.51 +26667,1.52,Very Good,E,VS1,62.4,55.0,16485.0,7.33,7.41,4.6 +52895,0.72,Ideal,H,VS1,61.9,56.0,2585.0,5.73,5.78,3.56 +1173,0.74,Very Good,E,SI1,61.0,58.0,2929.0,5.82,5.85,3.56 +22019,1.5,Ideal,H,VS1,61.3,55.0,10080.0,7.37,7.34,4.51 +38988,0.36,Premium,G,VVS2,61.9,58.0,1053.0,4.6,4.54,2.83 +37061,0.43,Premium,F,VS2,61.2,59.0,968.0,4.87,4.84,2.97 +15218,1.01,Premium,G,VS2,59.2,59.0,6108.0,6.59,6.52,3.88 +12598,1.09,Premium,F,SI1,60.9,59.0,5287.0,6.59,6.64,4.03 +31493,0.34,Premium,G,VS2,61.8,58.0,765.0,4.5,4.47,2.77 +11163,1.04,Very Good,I,SI1,62.9,54.0,4948.0,6.42,6.49,4.06 +17930,1.01,Premium,E,VS2,59.3,58.0,7240.0,6.53,6.49,3.86 +40264,0.33,Ideal,D,SI2,61.1,57.0,492.0,4.47,4.5,2.74 +34948,0.3,Premium,H,SI2,61.9,60.0,378.0,4.27,4.29,2.65 +25557,1.5,Premium,E,VS2,60.7,60.0,14386.0,7.41,7.32,4.47 +45074,0.51,Ideal,D,VS2,60.5,56.0,1644.0,5.2,5.21,3.15 +5278,0.72,Very Good,E,VVS2,60.5,55.0,3798.0,5.82,5.85,3.53 +3846,0.72,Ideal,H,VVS2,60.9,56.0,3475.0,5.78,5.84,3.54 +38341,0.32,Premium,G,IF,59.9,58.0,1020.0,4.43,4.42,2.65 +15036,0.3,Ideal,F,VS2,61.9,55.0,605.0,4.31,4.32,2.67 +27082,2.61,Ideal,J,SI2,64.6,55.0,17209.0,8.61,8.57,5.55 +31651,0.35,Ideal,E,VS2,61.5,55.0,767.0,4.52,4.56,2.79 +49850,0.56,Ideal,D,VS1,62.6,59.0,2170.0,5.24,5.31,3.3 +23341,0.3,Very Good,H,SI1,61.3,58.0,421.0,4.29,4.33,2.64 +7963,1.12,Premium,I,VS2,62.4,58.0,4321.0,6.63,6.59,4.13 +23284,1.61,Premium,G,SI1,62.6,58.0,11303.0,7.48,7.45,4.67 +31388,0.37,Ideal,D,VS2,61.1,54.0,763.0,4.63,4.66,2.84 +36135,0.33,Premium,E,VS2,60.7,58.0,928.0,4.49,4.47,2.72 +16941,1.34,Very Good,I,SI1,61.1,59.0,6763.0,7.05,7.12,4.33 +52486,0.56,Ideal,F,VVS2,61.1,56.0,2522.0,5.35,5.37,3.27 +39097,0.41,Ideal,I,VVS2,61.7,56.0,1061.0,4.8,4.77,2.95 +13181,1.31,Very Good,J,SI1,62.3,55.0,5450.0,6.98,7.02,4.36 +29988,0.32,Ideal,F,VS1,61.9,56.0,716.0,4.39,4.43,2.73 +25259,2.26,Premium,H,SI2,61.1,57.0,13885.0,8.45,8.4,5.15 +38070,0.3,Ideal,F,IF,61.1,57.0,1013.0,4.39,4.35,2.67 +27623,2.09,Very Good,F,SI2,61.3,59.0,18509.0,8.19,8.33,5.06 +9455,1.2,Ideal,I,SI2,63.0,57.0,4596.0,6.77,6.7,4.24 +44638,0.41,Ideal,E,VVS1,61.1,56.0,1608.0,4.8,4.82,2.94 +25256,2.03,Ideal,J,VS2,62.1,57.0,13880.0,8.15,8.08,5.04 +45860,0.7,Very Good,G,SI2,63.4,57.0,1715.0,5.62,5.58,3.55 +15312,1.03,Premium,G,VS2,62.3,57.0,6146.0,6.51,6.43,4.03 +33442,0.32,Ideal,G,VS1,61.6,57.0,828.0,4.42,4.38,2.71 +53176,0.71,Very Good,E,VS2,61.6,56.0,2630.0,5.74,5.81,3.56 +6372,0.32,Premium,E,SI2,61.2,58.0,576.0,4.44,4.39,2.7 +20423,1.01,Ideal,G,IF,62.8,57.0,8778.0,6.42,6.39,4.02 +36310,0.32,Ideal,H,VVS1,61.6,55.0,936.0,4.43,4.4,2.72 +10024,0.23,Ideal,I,VVS1,63.0,56.0,414.0,3.94,3.9,2.47 +27128,2.04,Very Good,I,SI1,62.9,54.0,17323.0,8.16,8.08,5.1 +13350,1.02,Very Good,E,SI1,63.1,61.0,5508.0,6.42,6.35,4.03 +29449,0.34,Ideal,E,VS1,62.8,56.0,702.0,4.46,4.49,2.81 +6968,0.92,Premium,D,SI2,62.5,55.0,4150.0,6.21,6.18,3.87 +49077,0.54,Ideal,G,VVS2,61.5,57.0,2060.0,5.21,5.26,3.22 +44331,0.33,Ideal,H,VS2,61.2,55.0,521.0,4.45,4.47,2.73 +37772,0.41,Ideal,E,VS2,62.0,56.0,999.0,4.79,4.72,2.95 +19456,1.01,Very Good,D,VS1,63.1,59.0,8101.0,6.37,6.34,4.01 +49161,0.69,Fair,G,VS1,57.8,66.0,2070.0,5.9,5.84,3.39 +5105,0.61,Ideal,D,VVS2,61.7,56.0,3758.0,5.47,5.42,3.36 +20723,0.31,Ideal,F,VS2,62.4,56.0,625.0,4.31,4.34,2.7 +29008,0.34,Very Good,F,VS2,62.3,57.0,686.0,4.44,4.48,2.78 +44017,0.51,Premium,G,VS2,62.9,58.0,1546.0,5.11,5.06,3.2 +38148,0.3,Very Good,G,VVS1,63.2,58.0,1013.0,4.25,4.23,2.68 +29810,0.3,Premium,D,SI1,61.0,61.0,709.0,4.29,4.27,2.61 +23163,1.32,Premium,F,VS1,61.7,59.0,11177.0,6.99,6.95,4.3 +18224,1.31,Premium,H,SI1,59.3,59.0,7395.0,7.18,7.13,4.24 +42623,0.3,Very Good,G,VS2,61.8,60.0,505.0,4.29,4.25,2.64 +41233,0.43,Ideal,D,VS1,61.9,55.0,1207.0,4.85,4.87,3.01 +18076,1.01,Good,D,VS1,62.2,62.0,7303.0,6.29,6.41,3.95 +49824,0.7,Good,F,SI1,63.1,64.0,2167.0,5.61,5.58,3.53 +22937,1.32,Premium,F,VS1,61.7,59.0,10977.0,6.95,6.99,4.3 +25321,1.5,Good,G,IF,59.9,59.0,13998.0,7.39,7.46,4.45 +8006,1.01,Premium,G,SI2,61.0,58.0,4327.0,6.48,6.43,3.94 +47913,0.56,Ideal,F,VS1,61.7,56.0,1915.0,5.28,5.32,3.27 +9973,1.0,Very Good,H,SI1,62.7,59.0,4702.0,6.3,6.37,3.97 +16437,1.01,Good,D,VS2,62.5,62.0,6563.0,6.26,6.34,3.94 +4380,0.9,Premium,E,SI1,62.4,57.0,3609.0,6.19,6.14,3.85 +29343,0.31,Ideal,G,VS2,59.6,57.0,698.0,4.43,4.4,2.63 +19267,1.39,Premium,G,SI1,61.3,59.0,7991.0,7.24,7.15,4.41 +12387,0.28,Ideal,E,VS2,61.5,56.0,598.0,4.22,4.24,2.6 +11138,1.15,Premium,I,SI1,62.5,60.0,4939.0,6.72,6.68,4.19 +23106,1.51,Premium,G,SI1,59.6,60.0,11129.0,7.47,7.43,4.44 +38255,0.31,Premium,J,VS2,62.4,60.0,380.0,4.29,4.33,2.69 +4959,0.9,Good,G,SI1,63.2,59.0,3734.0,6.05,6.1,3.84 +38126,0.3,Ideal,G,VVS1,62.3,54.0,1013.0,4.33,4.31,2.69 +10386,0.38,Ideal,I,SI1,61.9,54.0,593.0,4.64,4.67,2.88 +50011,0.95,Premium,J,I1,61.7,59.0,2195.0,6.32,6.26,3.88 +42129,0.48,Premium,F,VS2,61.3,60.0,1279.0,5.01,4.97,3.06 +31961,0.25,Ideal,D,SI1,61.5,55.0,452.0,4.09,4.14,2.52 +6910,0.96,Very Good,H,VS2,61.2,57.0,4136.0,6.34,6.38,3.89 +52305,0.23,Ideal,F,VS1,61.1,56.0,548.0,3.97,3.99,2.43 +15000,1.01,Fair,F,VS2,69.0,61.0,6041.0,6.06,5.99,4.16 +41794,0.52,Premium,G,SI1,62.7,58.0,1249.0,5.13,5.07,3.2 +16693,0.3,Very Good,H,SI1,62.2,60.0,421.0,4.24,4.28,2.65 +874,0.74,Ideal,E,SI1,62.3,58.0,2872.0,5.74,5.78,3.59 +9749,1.04,Ideal,I,SI1,61.3,57.0,4659.0,6.57,6.54,4.02 +25276,2.28,Premium,H,SI1,59.3,58.0,13919.0,8.6,8.56,5.09 +22266,1.52,Ideal,F,SI2,61.8,58.0,10316.0,7.38,7.4,4.57 +2612,0.71,Very Good,D,VS2,63.1,58.0,3222.0,5.67,5.7,3.59 +6663,1.03,Good,F,SI2,57.7,63.0,4095.0,6.68,6.64,3.84 +10798,1.0,Ideal,G,SI2,62.3,56.0,4861.0,6.46,6.44,3.96 +9523,1.01,Premium,F,SI2,61.7,60.0,4616.0,6.42,6.36,3.94 +2272,0.7,Ideal,F,VS1,61.7,55.0,3154.0,5.72,5.76,3.54 +24786,1.51,Ideal,E,VS2,61.1,57.0,13157.0,7.43,7.41,4.53 +7184,0.96,Very Good,E,SI2,62.6,60.0,4186.0,6.26,6.32,3.94 +36130,0.33,Ideal,E,VS2,60.5,56.0,928.0,4.51,4.48,2.72 +4431,0.9,Very Good,G,SI1,63.8,53.0,3615.0,6.1,6.16,3.91 +10636,1.2,Very Good,H,SI2,60.7,60.0,4831.0,6.81,6.89,4.16 +8828,1.02,Ideal,E,SI2,62.4,55.0,4478.0,6.47,6.44,4.03 +17383,0.34,Premium,E,SI2,62.4,59.0,612.0,4.46,4.42,2.77 +33504,0.3,Ideal,F,VS2,60.5,56.0,828.0,4.37,4.33,2.63 +45648,0.25,Ideal,H,VVS1,62.4,55.0,525.0,4.04,4.08,2.53 +30100,0.32,Ideal,H,VS1,62.8,55.0,720.0,4.41,4.35,2.75 +50105,0.72,Very Good,J,VVS1,60.1,58.0,2208.0,5.8,5.84,3.5 +10670,1.01,Good,H,VS2,64.2,55.0,4839.0,6.38,6.34,4.08 +9765,0.9,Very Good,H,VS2,62.6,57.0,4662.0,6.11,6.09,3.82 +28368,0.33,Ideal,D,VS2,62.3,54.0,667.0,4.43,4.46,2.77 +28803,0.23,Very Good,E,VVS1,59.9,55.0,682.0,3.99,4.13,2.43 +18286,1.34,Ideal,H,VS2,60.2,56.0,7429.0,7.23,7.18,4.34 +35398,0.5,Premium,I,SI2,59.8,56.0,900.0,5.23,5.18,3.11 +11716,0.34,Premium,G,VS2,62.4,59.0,596.0,4.41,4.47,2.77 +9712,0.26,Very Good,F,SI1,59.6,55.0,590.0,4.18,4.24,2.51 +28097,0.31,Ideal,F,SI1,62.9,57.0,663.0,4.34,4.31,2.72 +24834,2.02,Ideal,I,SI2,61.7,57.0,13229.0,8.12,8.05,4.99 +28578,0.3,Premium,H,VS1,63.0,59.0,675.0,4.27,4.21,2.67 +22480,1.21,Ideal,F,VS1,61.8,56.0,10504.0,6.84,6.86,4.23 +31774,0.32,Very Good,F,VS2,63.3,57.0,773.0,4.38,4.34,2.76 +21177,1.24,Ideal,F,VS1,62.2,55.0,9333.0,6.89,6.87,4.28 +3318,0.87,Ideal,H,VS2,62.3,57.0,3372.0,6.08,6.12,3.8 +53221,0.71,Ideal,I,VS1,61.8,54.0,2637.0,5.77,5.72,3.56 +12852,1.34,Ideal,J,SI2,62.0,56.0,5358.0,7.09,7.03,4.38 +19081,1.04,Premium,D,VS2,61.1,60.0,7852.0,6.51,6.48,3.97 +4097,0.82,Very Good,G,VS2,59.8,56.0,3535.0,6.13,6.18,3.68 +19417,1.12,Very Good,G,VVS1,58.9,60.0,8072.0,6.78,6.91,4.03 +21745,1.5,Ideal,J,VVS1,62.2,59.0,9814.0,7.3,7.32,4.55 +26278,2.04,Premium,H,SI2,62.7,56.0,15760.0,8.12,8.06,5.07 +48790,0.55,Ideal,G,VVS2,62.0,57.0,2022.0,5.22,5.26,3.25 +45447,0.67,Ideal,F,SI2,62.0,58.0,1673.0,5.6,5.63,3.48 +7089,0.93,Good,D,SI2,61.4,63.0,4165.0,6.22,6.26,3.83 +31019,0.41,Good,F,VS2,59.7,63.0,749.0,4.8,4.85,2.88 +25707,0.35,Very Good,D,SI1,60.1,61.0,644.0,4.56,4.59,2.75 +6118,1.08,Fair,J,VS2,65.1,54.0,3980.0,6.47,6.44,4.2 +42466,0.55,Premium,G,SI1,61.3,59.0,1316.0,5.23,5.28,3.22 +7598,1.04,Good,F,SI2,58.5,61.0,4257.0,6.63,6.68,3.89 +35620,0.3,Good,I,VS1,63.5,57.0,473.0,4.24,4.29,2.71 +247,0.76,Premium,E,SI1,61.8,58.0,2789.0,5.82,5.86,3.61 +32138,0.31,Ideal,G,IF,62.8,56.0,786.0,4.34,4.39,2.74 +40431,0.47,Ideal,H,VS2,61.7,57.0,1136.0,4.99,5.03,3.09 +49844,0.78,Ideal,J,SI1,61.1,56.0,2169.0,5.95,5.97,3.64 +41802,0.5,Very Good,F,SI1,62.7,59.0,1250.0,5.04,5.07,3.17 +42810,0.53,Ideal,H,VS2,62.3,54.0,1353.0,5.19,5.21,3.24 +15418,1.49,Ideal,F,I1,62.6,54.0,6175.0,7.31,7.28,4.57 +38653,0.42,Ideal,D,SI1,61.5,56.0,1040.0,4.85,4.81,2.97 +20229,1.21,Premium,F,VS2,61.6,58.0,8660.0,6.88,6.79,4.21 +4543,1.0,Good,H,SI2,63.8,55.0,3640.0,6.28,6.24,4.0 +43839,0.62,Very Good,H,SI1,60.1,61.0,1446.0,5.55,5.59,3.35 +31510,0.34,Premium,G,VS2,61.2,59.0,765.0,4.49,4.43,2.73 +27261,2.32,Ideal,I,SI2,62.0,57.0,17676.0,8.49,8.45,5.25 +40799,0.43,Premium,F,VVS2,61.6,60.0,1169.0,4.82,4.86,2.98 +34374,0.41,Ideal,F,VS2,61.8,57.0,863.0,4.75,4.79,2.95 +11769,1.0,Very Good,E,SI1,61.1,60.0,5082.0,6.42,6.47,3.94 +44591,0.53,Premium,H,VS1,60.5,57.0,1607.0,5.34,5.27,3.21 +40544,0.61,Very Good,J,SI1,60.8,58.0,1149.0,5.46,5.49,3.33 +40866,0.55,Ideal,F,SI2,62.4,56.0,1175.0,5.22,5.26,3.27 +10335,1.01,Very Good,E,SI1,62.9,59.0,4766.0,6.3,6.38,3.99 +25845,2.04,Premium,G,SI2,62.1,59.0,14900.0,8.14,8.06,5.03 +29819,0.3,Very Good,D,SI1,63.3,59.0,709.0,4.25,4.22,2.68 +47348,0.5,Ideal,D,VS2,61.9,57.0,1845.0,5.09,5.06,3.14 +12493,1.08,Ideal,D,SI2,61.6,57.0,5256.0,6.58,6.62,4.07 +12957,1.0,Premium,H,VS1,61.5,57.0,5387.0,6.44,6.37,3.94 +43048,0.41,Very Good,D,VVS1,61.9,60.0,1376.0,4.71,4.75,2.93 +30424,0.32,Premium,H,VVS1,61.4,58.0,730.0,4.38,4.41,2.7 +1756,0.81,Ideal,I,SI1,61.3,56.0,3043.0,6.27,6.23,3.83 +53171,0.71,Premium,E,SI1,59.5,62.0,2629.0,5.85,5.74,3.45 +20563,1.39,Premium,G,VS2,62.0,56.0,8874.0,7.18,7.14,4.44 +37917,0.41,Ideal,D,VS2,62.2,54.0,1007.0,4.77,4.81,2.98 +29314,0.31,Premium,H,VS1,61.4,56.0,698.0,4.39,4.37,2.69 +5807,1.02,Good,D,SI2,57.5,62.0,3909.0,6.62,6.6,3.8 +13673,1.03,Ideal,F,SI1,61.3,56.0,5595.0,6.55,6.51,4.0 +16147,1.2,Premium,G,SI1,62.7,58.0,6451.0,6.71,6.66,4.19 +26191,2.04,Premium,I,SI2,60.2,59.0,15543.0,8.28,8.22,4.97 +1994,0.81,Ideal,I,SI1,61.3,56.0,3097.0,6.23,6.27,3.83 +35140,0.39,Premium,E,VS2,61.4,58.0,889.0,4.68,4.73,2.89 +44767,0.55,Ideal,E,SI1,60.1,57.0,1621.0,5.36,5.38,3.22 +8495,0.9,Good,D,SI1,61.9,62.0,4419.0,6.15,6.17,3.81 +31708,0.31,Premium,G,VS1,59.9,59.0,770.0,4.44,4.41,2.65 +49192,0.71,Very Good,H,SI1,61.4,58.0,2076.0,5.72,5.78,3.53 +13068,1.2,Ideal,I,SI1,61.8,56.0,5412.0,6.77,6.8,4.19 +32620,0.3,Ideal,I,VS1,62.3,55.0,457.0,4.3,4.34,2.69 +53837,0.85,Premium,D,SI2,60.5,60.0,2737.0,6.11,6.06,3.68 +51470,0.7,Ideal,E,SI2,61.0,56.0,2376.0,5.78,5.72,3.51 +23554,1.55,Premium,H,VS1,62.6,58.0,11562.0,7.4,7.34,4.61 +19613,1.2,Very Good,F,VS2,61.1,58.0,8232.0,6.82,6.86,4.18 +10448,1.0,Premium,H,SI1,62.3,60.0,4788.0,6.38,6.34,3.96 +45406,0.52,Premium,E,VS1,61.6,58.0,1668.0,5.14,5.18,3.18 +11233,0.9,Ideal,H,VS1,61.8,55.0,4964.0,6.21,6.14,3.82 +29153,0.37,Premium,E,VS2,61.0,59.0,692.0,4.6,4.65,2.82 +42114,0.51,Ideal,I,VS2,62.1,55.0,1277.0,5.1,5.13,3.17 +34388,0.41,Ideal,F,VS2,61.8,56.0,863.0,4.76,4.79,2.95 +48236,0.56,Ideal,F,VS2,61.8,55.0,1950.0,5.3,5.34,3.29 +32211,0.31,Premium,D,VS1,59.7,58.0,788.0,4.4,4.45,2.64 +39246,0.32,Ideal,F,VVS2,60.7,57.0,1068.0,4.42,4.45,2.69 +42116,0.4,Ideal,E,VVS1,60.8,57.0,1278.0,4.79,4.82,2.92 +18212,1.0,Premium,E,VS1,58.7,62.0,7392.0,6.6,6.55,3.86 +45404,0.51,Very Good,D,VS2,62.5,58.0,1668.0,5.12,5.18,3.22 +1720,0.32,Good,H,VS1,63.1,57.0,561.0,4.34,4.37,2.75 +44311,0.33,Premium,H,SI2,61.2,57.0,520.0,4.49,4.43,2.73 +1147,0.72,Very Good,E,VS2,63.0,57.0,2923.0,5.69,5.73,3.6 +20859,1.07,Ideal,D,VS1,61.8,57.0,9077.0,6.55,6.58,4.06 +3343,0.5,Good,D,IF,63.2,59.0,3378.0,4.99,5.04,3.17 +6409,0.76,Ideal,E,VS2,62.1,55.0,4039.0,5.84,5.88,3.64 +5360,0.72,Ideal,F,VVS2,61.2,56.0,3816.0,5.78,5.81,3.55 +36454,0.31,Premium,D,VS2,62.3,55.0,942.0,4.35,4.32,2.7 +22390,1.37,Premium,G,VS1,58.3,60.0,10412.0,7.35,7.3,4.27 +23776,1.51,Ideal,D,SI1,61.9,57.0,11834.0,7.35,7.42,4.57 +46626,0.3,Premium,H,VS1,62.6,59.0,526.0,4.26,4.3,2.68 +51762,0.53,Ideal,D,VVS2,62.2,56.0,2407.0,5.19,5.23,3.24 +45736,0.5,Premium,E,VS2,60.7,59.0,1699.0,5.13,5.11,3.11 +29527,0.38,Ideal,I,VS1,61.5,53.9,703.0,4.66,4.7,2.89 +40404,0.54,Ideal,G,SI2,61.8,54.0,1133.0,5.23,5.25,3.24 +19370,0.4,Good,D,SI2,63.8,54.0,622.0,4.7,4.73,3.01 +20672,1.64,Fair,E,SI2,63.1,60.0,8954.0,7.58,7.5,4.75 +46205,0.5,Very Good,D,VS1,62.0,56.0,1750.0,5.09,5.11,3.16 +28575,0.3,Premium,H,VS1,62.2,60.0,675.0,4.29,4.23,2.65 +48733,0.52,Ideal,G,VVS2,62.1,57.0,2012.0,5.17,5.13,3.2 +49390,0.57,Ideal,D,VS2,61.4,56.0,2103.0,5.37,5.34,3.29 +52202,0.67,Good,F,VS1,59.8,60.3,2479.0,5.62,5.69,3.38 +27070,1.21,Premium,D,VVS1,60.1,59.0,17192.0,6.96,6.88,4.16 +14862,1.01,Good,D,VS2,60.1,64.0,5986.0,6.36,6.32,3.81 +5924,0.93,Ideal,F,SI2,61.9,57.0,3941.0,6.21,6.25,3.86 +30203,0.42,Very Good,D,SI1,60.2,58.0,723.0,4.85,4.89,2.93 +3861,0.72,Ideal,G,VS1,61.5,57.0,3478.0,5.74,5.79,3.54 +19034,0.3,Ideal,E,VS2,61.7,58.0,621.0,4.27,4.29,2.64 +6960,1.21,Fair,J,SI1,65.0,59.0,4147.0,6.64,6.57,4.29 +21209,1.52,Ideal,I,VS2,62.4,55.0,9352.0,7.35,7.4,4.6 +19891,1.2,Premium,G,VS1,60.2,60.0,8442.0,6.82,6.87,4.12 +28524,0.41,Ideal,J,VS1,62.2,54.5,674.0,4.75,4.76,2.96 +4341,0.81,Ideal,E,VS2,62.0,55.0,3601.0,5.97,5.99,3.71 +46422,0.66,Very Good,E,SI2,61.3,57.2,1769.0,5.59,5.66,3.45 +32181,0.39,Very Good,G,VS2,60.4,61.0,787.0,4.67,4.7,2.83 +3734,0.26,Very Good,E,VVS2,60.5,55.0,569.0,4.1,4.16,2.5 +2161,0.74,Ideal,I,VVS2,61.3,57.0,3130.0,5.82,5.85,3.57 +30800,0.3,Ideal,D,VS1,62.8,57.0,742.0,4.27,4.3,2.69 +12456,1.0,Very Good,H,SI1,62.1,58.0,5247.0,6.44,6.45,4.0 +32485,0.43,Ideal,G,SI1,61.8,55.0,795.0,4.85,4.89,3.01 +25640,2.04,Very Good,J,VS1,62.6,58.0,14527.0,8.06,8.11,5.06 +18476,1.01,Premium,E,VS2,60.9,58.0,7522.0,6.53,6.47,3.96 +38711,0.46,Very Good,E,SI1,61.4,62.0,1042.0,4.92,4.95,3.03 +53254,0.72,Premium,F,VS2,61.5,58.0,2646.0,5.73,5.69,3.51 +1376,0.82,Ideal,F,SI2,60.9,57.0,2966.0,6.06,6.02,3.68 +47433,0.65,Premium,F,VS2,59.0,62.0,1853.0,5.68,5.65,3.34 +46485,0.62,Premium,F,SI1,63.0,59.0,1777.0,5.43,5.39,3.41 +25806,2.06,Premium,I,SI2,61.8,58.0,14803.0,8.22,8.11,5.05 +18004,1.0,Very Good,D,VS2,59.8,60.0,7281.0,6.46,6.49,3.87 +35895,0.32,Ideal,G,IF,60.9,57.0,918.0,4.41,4.46,2.7 +29115,0.34,Very Good,H,VS2,63.1,56.0,689.0,4.46,4.41,2.8 +45777,0.56,Ideal,F,VS2,61.0,55.0,1708.0,5.33,5.35,3.26 +38439,0.3,Good,E,VVS2,59.8,64.0,1026.0,4.34,4.29,2.58 +7652,0.9,Very Good,G,VS2,60.9,59.0,4269.0,6.18,6.24,3.78 +51156,0.62,Ideal,F,VS1,61.9,55.0,2344.0,5.46,5.19,3.39 +3750,0.36,Very Good,I,VVS2,59.7,55.0,571.0,4.65,4.69,2.79 +27245,2.2,Premium,H,SI2,62.7,58.0,17634.0,8.33,8.27,5.2 +5420,1.05,Good,H,SI2,63.9,56.0,3822.0,6.44,6.37,4.09 +47437,0.55,Ideal,G,VS2,60.4,56.0,1854.0,5.38,5.31,3.23 +8005,1.01,Premium,G,SI2,62.5,60.0,4327.0,6.39,6.34,3.98 +39672,0.42,Ideal,G,VS2,62.4,54.0,1087.0,4.83,4.78,3.0 +24311,2.11,Premium,J,SI2,61.0,58.0,12554.0,8.29,8.2,5.03 +18267,1.51,Premium,J,VS2,62.3,59.0,7418.0,7.31,7.35,4.57 +50136,0.72,Premium,G,SI1,61.2,62.0,2212.0,5.75,5.72,3.51 +7715,0.33,Ideal,E,SI1,61.9,57.0,579.0,4.43,4.46,2.75 +8573,0.9,Very Good,F,SI1,58.0,63.0,4435.0,6.33,6.25,3.65 +16450,1.2,Very Good,H,SI1,62.3,57.0,6569.0,6.78,6.76,4.22 +37534,0.38,Very Good,I,IF,59.5,57.0,988.0,4.72,4.76,2.82 +33562,0.41,Premium,J,VS1,60.8,61.0,830.0,4.79,4.72,2.89 +5704,0.3,Premium,D,SI2,62.2,59.0,574.0,4.3,4.25,2.66 +20203,1.02,Premium,G,IF,61.8,59.0,8643.0,6.46,6.41,3.98 +31549,0.3,Ideal,E,VVS2,61.6,56.0,766.0,4.32,4.35,2.67 +34689,0.3,Ideal,F,IF,61.3,55.0,873.0,4.32,4.36,2.66 +32854,0.4,Good,G,VS2,63.8,59.0,807.0,4.64,4.57,2.94 +53224,0.5,Ideal,D,VVS2,61.9,55.1,2639.0,5.07,5.1,3.15 +19786,1.51,Fair,I,SI1,68.3,57.0,8355.0,6.95,6.87,4.72 +36896,0.33,Ideal,H,IF,61.0,55.0,959.0,4.5,4.49,2.74 +52993,0.7,Fair,G,VVS2,64.5,61.0,2595.0,5.43,5.52,3.53 +10837,1.09,Ideal,H,SI1,62.2,56.0,4871.0,6.59,6.56,4.09 +715,1.0,Fair,G,SI2,67.8,61.0,2856.0,5.96,5.9,4.02 +15940,1.0,Very Good,E,VS2,59.4,59.0,6377.0,6.44,6.46,3.83 +44757,0.51,Ideal,F,VS2,62.8,57.0,1619.0,5.1,5.06,3.19 +12328,1.2,Very Good,J,VS1,62.9,60.0,5226.0,6.64,6.69,4.19 +43559,0.57,Premium,E,SI1,62.5,57.0,1429.0,5.28,5.22,3.28 +22382,1.5,Ideal,I,VS1,62.2,54.0,10406.0,7.33,7.4,4.57 +21441,1.08,Ideal,D,VS1,61.1,56.0,9545.0,6.59,6.63,4.04 +820,0.71,Ideal,E,VS2,61.0,55.0,2863.0,5.79,5.75,3.52 +24935,2.01,Premium,E,SI2,62.2,60.0,13387.0,8.02,7.96,4.97 +5650,0.71,Ideal,F,VVS1,61.8,56.0,3880.0,5.72,5.74,3.54 +16758,1.01,Ideal,G,VS1,62.4,56.0,6672.0,6.39,6.44,4.0 +47110,0.75,Fair,J,SI1,55.0,66.0,1827.0,6.2,6.04,3.37 +14180,1.07,Very Good,H,SI1,62.3,57.0,5752.0,6.53,6.64,4.1 +3986,0.9,Very Good,G,SI1,63.2,62.0,3512.0,6.19,6.09,3.88 +17226,1.22,Premium,F,SI1,61.8,59.0,6887.0,6.86,6.83,4.23 +52339,0.7,Very Good,G,VS1,63.1,57.0,2497.0,5.7,5.61,3.57 +21365,0.3,Ideal,H,VS2,61.4,56.0,626.0,4.33,4.36,2.67 +11838,1.0,Ideal,G,SI1,63.0,55.0,5096.0,6.42,6.41,4.04 +32949,0.33,Very Good,G,SI2,60.0,56.0,460.0,4.52,4.55,2.73 +25485,1.7,Ideal,H,VS1,62.8,57.0,14266.0,7.57,7.47,4.72 +42897,0.53,Ideal,F,SI1,61.9,55.0,1360.0,5.19,5.21,3.22 +11294,1.0,Very Good,H,VS2,60.7,60.0,4978.0,6.55,6.49,3.96 +3067,0.81,Premium,G,VS1,62.1,58.0,3311.0,5.96,5.92,3.69 +3619,0.7,Very Good,E,VVS2,61.5,58.0,3429.0,5.67,5.71,3.5 +36887,0.55,Ideal,H,SI2,61.4,55.0,959.0,5.27,5.29,3.24 +12027,1.0,Premium,G,SI1,60.5,61.0,5152.0,6.51,6.45,3.92 +16203,1.53,Ideal,H,I1,62.3,56.0,6477.0,7.38,7.34,4.59 +8526,0.9,Premium,D,SI1,61.5,60.0,4427.0,6.19,6.17,3.8 +24330,2.0,Ideal,H,SI2,61.5,57.0,12587.0,8.04,8.0,4.93 +27436,1.58,Ideal,E,VS1,62.6,56.0,18057.0,7.44,7.41,4.65 +13864,1.01,Good,E,SI1,64.0,56.0,5646.0,6.33,6.36,4.06 +4131,0.7,Very Good,G,IF,58.5,60.0,3543.0,5.83,5.87,3.42 +41433,0.45,Fair,H,VVS2,65.8,56.0,1227.0,4.82,4.7,3.13 +33355,0.41,Very Good,G,VS2,61.0,56.0,827.0,4.81,4.83,2.94 +8584,1.15,Good,F,SI2,63.8,57.0,4437.0,6.65,6.6,4.23 +29758,0.3,Premium,D,SI1,62.5,58.0,709.0,4.31,4.27,2.68 +51713,0.78,Very Good,G,SI2,63.7,55.9,2401.0,5.82,5.85,3.72 +35014,0.4,Premium,E,SI1,60.8,62.0,882.0,4.76,4.72,2.88 +40318,0.4,Ideal,E,VS1,61.7,55.0,1125.0,4.76,4.73,2.93 +15591,1.24,Ideal,H,SI1,61.3,57.0,6254.0,6.95,6.89,4.24 +50420,0.53,Ideal,F,VVS2,61.0,56.0,2259.0,5.26,5.24,3.2 +35197,0.31,Ideal,G,IF,61.2,55.0,891.0,4.4,4.42,2.7 +49811,0.5,Ideal,F,VVS1,61.0,57.0,2165.0,5.13,5.16,3.14 +53783,0.73,Ideal,E,SI1,61.8,56.0,2728.0,5.77,5.81,3.58 +7932,1.08,Premium,G,SI2,60.7,60.0,4318.0,6.64,6.61,4.02 +11562,1.01,Very Good,H,VS2,63.1,56.0,5034.0,6.41,6.36,4.03 +17469,1.39,Premium,H,VS2,62.5,59.0,7006.0,7.17,7.1,4.46 +5740,1.03,Fair,I,SI1,57.4,61.0,3892.0,6.67,6.71,3.84 +22682,0.38,Ideal,J,VVS2,62.0,55.0,629.0,4.67,4.69,2.9 +53926,0.79,Ideal,I,SI1,61.6,56.0,2756.0,5.95,5.97,3.67 +14809,1.21,Premium,I,VS2,62.3,58.0,5962.0,6.82,6.79,4.24 +44910,0.53,Very Good,D,SI1,61.4,57.0,1631.0,5.2,5.26,3.21 +5108,0.72,Ideal,F,VS1,60.7,57.0,3759.0,5.79,5.87,3.54 +46576,1.0,Fair,J,I1,65.0,59.0,1784.0,6.27,6.17,4.05 +28802,0.27,Very Good,E,VVS1,62.3,56.0,682.0,4.16,4.19,2.6 +421,0.7,Very Good,F,VS2,62.3,58.0,2812.0,5.64,5.72,3.54 +24106,2.01,Premium,G,SI2,60.8,61.0,12260.0,8.14,8.07,4.93 +7388,0.33,Ideal,G,VS2,62.2,56.0,579.0,4.44,4.47,2.77 +25037,0.38,Good,E,SI1,62.8,61.0,641.0,4.6,4.67,2.91 +20775,1.05,Ideal,G,IF,62.5,56.0,9012.0,6.52,6.48,4.06 +15643,1.6,Fair,F,SI2,65.0,56.0,6272.0,7.35,7.26,4.8 +16270,1.21,Premium,D,SI2,62.5,57.0,6505.0,6.79,6.71,4.22 +23989,1.13,Ideal,D,VVS2,61.7,57.0,12150.0,6.65,6.68,4.11 +1781,0.72,Premium,D,SI1,62.6,54.0,3048.0,5.78,5.72,3.6 +28936,0.3,Premium,G,VVS2,62.2,59.0,684.0,4.28,4.31,2.67 +33728,0.41,Very Good,H,VVS2,61.3,54.0,839.0,4.75,4.87,2.95 +21014,1.6,Premium,H,SI2,62.4,60.0,9229.0,7.48,7.43,4.65 +7793,0.91,Very Good,E,SI1,63.9,57.0,4289.0,6.05,6.12,3.89 +36116,0.4,Very Good,F,SI1,59.6,61.0,927.0,4.79,4.84,2.87 +16376,0.28,Ideal,D,VVS1,61.7,57.0,608.0,4.2,4.23,2.6 +19823,1.51,Premium,H,SI2,62.4,58.0,8388.0,7.36,7.31,4.58 +20539,1.03,Ideal,F,VVS2,61.6,56.0,8860.0,6.53,6.46,4.0 +51239,0.7,Ideal,I,VVS2,62.1,56.0,2353.0,5.65,5.71,3.53 +37619,0.23,Very Good,E,VVS1,58.8,61.0,485.0,3.98,4.01,2.35 +37426,0.33,Ideal,G,IF,61.3,57.0,984.0,4.42,4.46,2.72 +2827,0.9,Good,F,SI2,64.3,57.0,3267.0,6.06,6.16,3.93 +34552,0.38,Ideal,F,VS2,62.2,54.0,870.0,4.64,4.66,2.89 +19237,1.17,Good,G,VS1,60.0,64.0,7972.0,6.82,6.77,4.08 +4686,1.01,Premium,E,SI2,62.3,55.0,3674.0,6.35,6.29,3.94 +8653,1.07,Good,E,SI2,60.0,62.0,4453.0,6.57,6.62,3.96 +21003,1.45,Premium,H,VS2,58.4,59.0,9216.0,7.44,7.42,4.34 +48429,0.7,Very Good,I,SI1,63.8,56.0,1973.0,5.58,5.62,3.57 +28725,0.31,Ideal,E,VS2,61.8,54.0,680.0,4.36,4.41,2.71 +31916,0.3,Premium,G,VS1,62.5,55.0,776.0,4.32,4.25,2.68 +48706,0.7,Good,I,VS2,57.1,61.0,2010.0,5.9,5.93,3.38 +32845,0.4,Ideal,I,VVS2,62.0,56.0,807.0,4.74,4.77,2.95 +27144,1.6,Premium,G,VVS1,61.5,58.0,17360.0,7.58,7.48,4.63 +48140,0.55,Ideal,E,VS1,61.6,55.0,1940.0,5.33,5.28,3.27 +7717,0.32,Ideal,H,VS1,61.4,55.0,580.0,4.43,4.49,2.74 +7738,0.31,Fair,E,VS2,55.9,62.0,581.0,4.6,4.56,2.56 +49760,0.59,Ideal,G,VS2,61.7,55.0,2159.0,5.38,5.41,3.33 +2811,0.72,Ideal,F,VS1,61.1,56.0,3265.0,5.76,5.79,3.53 +27172,2.01,Very Good,H,SI1,62.2,60.0,17434.0,8.05,8.0,4.99 +17645,1.31,Very Good,G,SI2,62.2,58.0,7107.0,7.05,6.98,4.36 +29728,0.31,Ideal,G,VVS2,61.8,56.0,707.0,4.31,4.36,2.68 +11714,0.34,Ideal,G,VS2,61.8,56.0,596.0,4.48,4.52,2.78 +24287,1.58,Premium,G,VS1,62.1,59.0,12530.0,7.43,7.46,4.62 +8930,1.1,Premium,H,SI2,58.9,57.0,4497.0,6.86,6.82,4.03 +13949,1.21,Premium,J,VVS2,60.8,60.0,5674.0,6.88,6.86,4.18 +34698,0.3,Ideal,F,IF,61.3,58.0,873.0,4.29,4.33,2.64 +7305,1.0,Good,F,SI2,62.0,59.0,4204.0,6.32,6.36,3.93 +7147,0.93,Ideal,E,SI1,62.0,56.0,4179.0,6.25,6.29,3.89 +33231,0.41,Very Good,G,VS1,60.5,56.0,823.0,4.83,4.85,2.93 +3397,0.32,Ideal,I,VVS2,62.0,54.9,567.0,4.36,4.39,2.71 +51021,1.14,Good,G,I1,63.7,56.0,2327.0,6.63,6.55,4.2 +10111,0.9,Premium,D,VS2,61.6,62.0,4717.0,6.12,6.09,3.76 +48263,0.7,Good,F,SI1,64.3,63.0,1955.0,5.55,5.58,3.58 +9504,1.03,Ideal,H,SI2,61.6,54.0,4611.0,6.51,6.55,4.02 +24247,1.37,Ideal,G,VVS1,62.6,55.0,12455.0,7.12,7.07,4.44 +3598,0.76,Ideal,H,VS1,61.6,56.0,3424.0,5.85,5.9,3.62 +7567,0.72,Ideal,F,VVS1,62.0,56.0,4252.0,5.73,5.75,3.56 +29767,0.3,Ideal,I,VVS1,61.9,57.0,709.0,4.35,4.31,2.68 +37217,0.44,Good,F,SI2,56.6,63.0,974.0,5.11,5.06,2.88 +40948,0.3,Good,F,SI1,63.5,57.0,500.0,4.24,4.27,2.7 +51621,0.72,Very Good,G,SI1,62.8,60.0,2396.0,5.78,5.68,3.6 +51209,0.73,Premium,I,VVS2,61.5,58.0,2351.0,5.78,5.73,3.54 +34137,0.32,Ideal,F,VVS1,62.3,55.0,854.0,4.37,4.4,2.73 +44231,0.59,Ideal,D,SI2,60.2,57.0,1572.0,5.47,5.42,3.28 +30468,0.31,Very Good,D,SI1,63.1,57.0,732.0,4.32,4.3,2.72 +8270,0.9,Very Good,D,SI1,61.5,58.0,4381.0,6.15,6.21,3.8 +33508,0.44,Premium,G,VS2,60.6,58.0,828.0,4.9,4.96,2.99 +33463,0.32,Premium,F,VS2,59.4,58.0,828.0,4.48,4.44,2.65 +29614,0.27,Very Good,G,VS1,61.0,54.0,439.0,4.19,4.21,2.56 +3840,0.9,Fair,D,SI2,64.9,57.0,3473.0,6.03,5.98,3.9 +24011,1.5,Premium,D,SI1,62.4,58.0,12179.0,7.31,7.27,4.55 +39718,0.5,Good,E,SI1,64.2,59.0,1090.0,5.03,4.97,3.21 +1699,0.7,Ideal,G,VS1,61.4,57.0,3034.0,5.7,5.73,3.51 +17205,1.31,Ideal,I,VS2,61.7,55.0,6873.0,7.0,7.1,4.35 +11842,1.01,Ideal,I,VS2,62.0,54.0,5099.0,6.43,6.47,4.0 +20132,1.12,Ideal,G,VVS2,62.5,56.0,8592.0,6.59,6.66,4.14 +2093,0.78,Very Good,G,VS2,62.6,58.0,3113.0,5.81,5.89,3.66 +41205,0.53,Ideal,H,SI1,62.2,54.0,1205.0,5.18,5.23,3.24 +35026,0.4,Very Good,E,SI1,63.2,58.0,882.0,4.7,4.66,2.96 +4356,1.04,Premium,J,SI2,62.0,59.0,3603.0,6.47,6.49,4.02 +24220,1.59,Premium,H,VVS2,63.0,58.0,12409.0,7.48,7.43,4.7 +41715,0.56,Ideal,D,SI2,62.2,55.0,1243.0,5.29,5.32,3.3 +34414,0.3,Ideal,G,IF,60.7,57.0,863.0,4.34,4.39,2.65 +46874,0.53,Ideal,E,VS2,61.4,56.0,1813.0,5.24,5.21,3.21 +25231,2.31,Premium,H,SI2,59.2,61.0,13831.0,8.65,8.57,5.1 +22890,1.3,Premium,F,VS1,61.0,59.0,10930.0,7.05,7.08,4.31 +38381,0.42,Premium,E,VS2,61.0,59.0,1024.0,4.85,4.82,2.95 +40857,0.53,Very Good,E,SI2,63.0,57.0,1174.0,5.13,5.16,3.24 +23835,1.2,Very Good,F,VVS1,59.8,63.0,11913.0,6.82,6.8,4.07 +22380,0.31,Fair,G,VVS2,65.5,58.0,629.0,4.25,4.24,2.78 +20044,0.4,Ideal,H,SI2,62.6,55.0,625.0,4.73,4.76,2.97 +11396,0.34,Ideal,G,VS2,62.5,57.0,596.0,4.46,4.5,2.8 +48939,0.53,Ideal,F,VVS2,62.3,56.0,2045.0,5.24,5.2,3.25 +12101,1.01,Very Good,I,VS1,61.7,59.0,5165.0,6.45,6.51,4.0 +52420,0.82,Good,G,SI2,63.8,60.0,2512.0,5.89,5.84,3.74 +47464,0.5,Ideal,G,SI1,60.2,57.0,1857.0,5.16,5.2,3.12 +9011,1.01,Premium,H,SI1,62.4,58.0,4513.0,6.41,6.35,3.98 +21599,1.33,Premium,G,VS1,62.7,58.0,9699.0,6.96,7.01,4.38 +23797,2.06,Good,J,SI1,64.1,56.0,11854.0,8.09,7.97,5.15 +43607,0.34,Premium,D,SI2,59.2,59.0,507.0,4.54,4.58,2.7 +16277,1.51,Premium,H,SI2,62.9,58.0,6511.0,7.31,7.26,4.58 +50153,0.71,Premium,E,SI2,62.1,62.0,2215.0,5.7,5.67,3.53 +18069,1.08,Ideal,G,VS2,62.3,57.0,7295.0,6.53,6.57,4.08 +15148,1.52,Ideal,J,SI2,62.7,56.0,6089.0,7.28,7.2,4.54 +4640,0.73,Ideal,G,VVS1,61.9,57.0,3669.0,5.76,5.8,3.58 +33767,0.5,Premium,E,I1,61.4,60.0,840.0,5.18,5.03,3.14 +49516,0.75,Premium,I,SI1,62.5,58.0,2122.0,5.77,5.82,3.62 +29760,0.42,Premium,I,SI2,61.5,59.0,709.0,4.84,4.78,2.96 +16044,0.3,Ideal,H,VS2,60.7,57.0,608.0,4.37,4.33,2.64 +7087,0.9,Very Good,E,SI1,59.8,58.0,4165.0,6.21,6.26,3.73 +44124,0.5,Premium,E,VS2,62.0,58.0,1559.0,5.07,5.09,3.15 +38719,0.4,Very Good,E,VVS2,62.3,57.0,1043.0,4.68,4.72,2.93 +2329,0.77,Ideal,F,SI1,61.4,55.0,3169.0,5.93,5.95,3.65 +15810,1.06,Very Good,G,VS2,63.1,59.0,6325.0,6.48,6.45,4.08 +8539,0.91,Ideal,E,SI1,60.8,57.0,4429.0,6.27,6.29,3.82 +8188,1.2,Fair,I,SI1,66.2,59.0,4368.0,6.55,6.47,4.31 +41976,0.55,Premium,F,SI2,60.6,58.0,1263.0,5.31,5.28,3.21 +36672,0.31,Premium,H,IF,60.8,59.0,949.0,4.39,4.36,2.66 +42656,0.38,Ideal,F,IF,62.2,55.0,1333.0,4.64,4.66,2.89 +46503,0.57,Premium,E,VS2,63.0,59.0,1778.0,5.29,5.25,3.32 +21947,1.01,Very Good,F,VVS1,62.9,57.0,10019.0,6.35,6.41,4.01 +27598,1.7,Ideal,G,VVS1,61.0,56.0,18445.0,7.67,7.62,4.66 +10585,1.01,Ideal,H,VS2,62.3,57.0,4821.0,6.35,6.4,3.97 +50235,0.7,Ideal,G,SI2,61.4,57.0,2232.0,5.69,5.74,3.51 +51747,0.76,Ideal,H,SI2,61.7,56.0,2404.0,5.88,5.86,3.62 +37947,0.32,Very Good,E,SI1,62.0,60.0,486.0,4.38,4.43,2.73 +53469,0.9,Good,I,SI2,60.9,63.0,2680.0,6.13,6.21,3.76 +23279,1.51,Very Good,F,SI1,62.1,55.0,11302.0,7.29,7.37,4.55 +15898,1.22,Premium,I,VS1,60.6,61.0,6354.0,6.94,6.88,4.19 +23240,1.67,Premium,H,SI1,59.4,61.0,11248.0,7.78,7.73,4.61 +40292,0.4,Very Good,H,VVS2,63.2,55.0,1125.0,4.73,4.7,2.98 +45752,0.5,Very Good,D,VS2,59.1,59.0,1703.0,5.19,5.24,3.08 +42417,0.66,Very Good,F,SI2,61.6,54.0,1311.0,5.62,5.64,3.47 +7127,1.14,Very Good,J,SI1,63.3,55.0,4173.0,6.6,6.67,4.2 +32876,0.36,Ideal,E,SI1,61.6,56.0,810.0,4.59,4.56,2.82 +21874,1.7,Premium,J,VS2,62.8,59.0,9939.0,7.6,7.55,4.76 +18568,1.25,Ideal,H,SI1,62.4,55.0,7573.0,6.9,6.86,4.3 +48066,0.51,Premium,E,VS1,61.9,58.0,1928.0,5.15,5.1,3.17 +29781,0.3,Premium,I,VVS1,62.5,60.0,709.0,4.27,4.24,2.66 +21825,1.53,Very Good,H,VS1,59.5,63.0,9896.0,7.44,7.51,4.45 +13495,1.09,Very Good,E,SI1,62.5,57.0,5539.0,6.55,6.61,4.11 +16932,1.29,Ideal,H,SI1,63.2,57.0,6760.0,6.89,6.96,4.38 +17382,0.34,Premium,E,SI2,61.5,58.0,612.0,4.52,4.49,2.77 +8403,0.9,Very Good,G,SI1,62.9,54.0,4401.0,6.14,6.16,3.87 +44608,0.53,Premium,E,SI1,61.9,56.0,1607.0,5.22,5.19,3.22 +31777,0.42,Very Good,H,VS2,62.9,56.0,773.0,4.72,4.79,2.99 +30222,0.33,Premium,E,VS2,61.0,60.0,723.0,4.42,4.47,2.71 +1824,0.91,Good,F,SI2,63.9,56.0,3058.0,6.11,6.06,3.89 +27784,0.32,Ideal,H,VS2,63.0,57.0,648.0,4.37,4.33,2.74 +36642,0.39,Ideal,E,VS1,62.2,55.0,948.0,4.67,4.7,2.91 +30790,0.3,Ideal,E,VVS2,62.0,56.0,742.0,4.3,4.34,2.68 +6551,1.01,Premium,F,SI2,62.0,59.0,4072.0,6.49,6.43,4.01 +2524,0.7,Very Good,F,VVS1,63.3,62.0,3204.0,5.67,5.57,3.56 +12441,1.0,Premium,G,VS2,60.8,58.0,5242.0,6.44,6.4,3.9 +25011,2.0,Good,J,VS2,61.4,63.0,13542.0,8.01,8.08,4.94 +9057,0.34,Ideal,I,SI1,61.9,57.0,589.0,4.48,4.44,2.76 +14277,1.11,Very Good,H,SI1,61.9,58.0,5780.0,6.63,6.65,4.11 +44493,0.53,Ideal,G,VS2,60.9,57.0,1598.0,5.25,5.26,3.2 +47292,0.3,Good,J,VS1,63.3,60.0,394.0,4.22,4.25,2.68 +37919,0.41,Ideal,F,VS1,60.6,57.0,1007.0,4.79,4.84,2.92 +11698,1.04,Ideal,E,SI2,61.1,56.0,5067.0,6.55,6.51,3.99 +53890,0.8,Ideal,G,SI2,62.2,56.0,2749.0,5.95,5.91,3.69 +37176,0.32,Ideal,D,VS2,61.6,56.0,972.0,4.4,4.37,2.7 +52173,0.77,Ideal,I,SI1,61.8,55.0,2475.0,5.89,5.93,3.65 +30220,0.33,Very Good,E,VS2,62.8,56.0,723.0,4.41,4.45,2.78 +46808,0.7,Very Good,H,SI2,63.8,59.0,1807.0,5.6,5.63,3.58 +17393,0.32,Ideal,D,SI2,59.8,57.0,612.0,4.46,4.4,2.65 +53428,0.73,Ideal,D,SI2,61.8,57.0,2671.0,5.75,5.78,3.56 +10640,1.1,Premium,F,SI2,62.6,57.0,4832.0,6.6,6.56,4.12 +27599,2.5,Premium,I,SI2,59.0,60.0,18447.0,8.76,8.89,5.21 +45753,0.53,Ideal,D,VS2,61.4,55.0,1704.0,5.24,5.21,3.21 +41176,0.4,Ideal,G,VVS1,61.2,56.0,1200.0,4.79,4.75,2.92 +47777,0.7,Very Good,J,VS2,58.2,60.0,1896.0,5.86,5.9,3.42 +1855,0.65,Ideal,H,IF,61.5,55.0,3065.0,5.6,5.62,3.45 +2341,0.83,Very Good,G,SI1,62.3,58.0,3171.0,5.97,6.01,3.73 +49667,0.75,Premium,I,SI1,62.7,61.0,2142.0,5.75,5.71,3.59 +46795,0.5,Premium,G,VVS2,60.5,62.0,1806.0,5.14,5.07,3.09 +12673,1.01,Very Good,H,VS1,64.0,54.0,5305.0,6.3,6.38,4.06 +29710,0.31,Ideal,H,VVS1,62.2,56.0,707.0,4.34,4.37,2.71 +43054,0.51,Good,H,VS1,59.4,61.9,1376.0,5.18,5.2,3.08 +31971,0.26,Ideal,E,VS1,61.8,55.0,452.0,4.09,4.13,2.54 +22986,2.0,Good,J,SI2,61.5,61.0,11036.0,7.97,8.06,4.93 +23417,2.01,Very Good,J,SI2,60.6,60.0,11406.0,8.11,8.19,4.94 +22696,0.31,Ideal,H,VVS2,62.3,54.0,630.0,4.36,4.38,2.72 +7179,1.01,Very Good,I,SI1,63.4,55.0,4185.0,6.39,6.35,4.04 +35742,0.3,Ideal,D,VS2,62.3,56.0,911.0,4.3,4.27,2.67 +22843,1.14,Premium,F,VVS1,60.8,58.0,10878.0,6.79,6.74,4.11 +46160,0.5,Ideal,E,VS2,60.0,57.0,1746.0,5.15,5.12,3.08 +47353,0.5,Premium,D,VS2,62.9,61.0,1845.0,5.03,4.96,3.14 +16740,0.28,Very Good,E,VVS2,61.4,55.0,612.0,4.22,4.25,2.6 +22289,1.66,Ideal,F,SI2,62.6,59.0,10338.0,7.53,7.57,4.73 +33555,0.46,Fair,H,VS2,65.6,58.0,830.0,4.8,4.84,3.16 +33722,0.42,Premium,E,SI2,60.1,58.0,838.0,4.91,4.87,2.94 +11605,1.95,Premium,H,I1,60.3,59.0,5045.0,8.1,8.05,4.87 +29311,0.31,Premium,H,VS1,59.7,58.0,698.0,4.43,4.41,2.64 +49119,0.56,Ideal,G,VVS2,61.6,55.0,2066.0,5.32,5.35,3.28 +3027,0.77,Ideal,D,SI1,60.8,57.0,3309.0,5.9,5.94,3.6 +38608,0.4,Ideal,F,VVS2,61.1,57.0,1039.0,4.8,4.73,2.91 +40237,0.39,Ideal,F,VVS1,62.2,54.0,1124.0,4.71,4.74,2.94 +46994,0.7,Very Good,J,SI1,60.2,61.0,1817.0,5.69,5.73,3.44 +26014,0.35,Premium,D,SI1,60.9,58.0,644.0,4.52,4.55,2.76 +49656,0.7,Very Good,G,SI2,60.7,58.0,2141.0,5.74,5.76,3.49 +7922,1.0,Very Good,H,SI2,61.7,55.0,4316.0,6.4,6.46,3.97 +1510,0.81,Very Good,G,VS2,63.1,58.0,2994.0,5.88,5.84,3.7 +26776,2.07,Ideal,J,VVS2,62.7,54.0,16617.0,8.12,8.17,5.11 +37763,0.34,Ideal,F,IF,61.8,55.0,999.0,4.49,4.51,2.78 +28538,0.3,Premium,E,SI1,62.4,58.0,675.0,4.28,4.24,2.66 +38635,0.31,Very Good,H,VS2,59.7,61.0,489.0,4.39,4.42,2.63 +2094,0.82,Ideal,I,VS1,61.3,57.0,3113.0,6.02,6.07,3.7 +34939,0.27,Good,E,VS1,57.5,63.0,377.0,4.24,4.28,2.45 +951,0.5,Ideal,E,VVS2,62.2,54.0,2889.0,5.08,5.12,3.17 +21415,1.16,Ideal,G,VVS1,62.0,57.0,9526.0,6.72,6.74,4.17 +47747,0.54,Ideal,D,VS2,61.1,57.0,1892.0,5.22,5.25,3.2 +23629,1.6,Ideal,G,SI1,62.1,56.0,11651.0,7.51,7.48,4.65 +4360,0.71,Premium,F,VVS1,60.9,58.0,3604.0,5.76,5.8,3.52 +2715,0.33,Ideal,H,SI1,61.7,55.0,564.0,4.43,4.46,2.74 +32042,0.31,Ideal,D,VVS2,61.9,56.0,779.0,4.32,4.37,2.69 +7771,0.91,Very Good,E,SI1,62.1,60.0,4284.0,6.21,6.25,3.87 +44178,0.54,Ideal,G,VS1,61.4,57.0,1567.0,5.2,5.23,3.2 +48054,0.72,Ideal,I,SI2,60.7,60.0,1927.0,5.75,5.78,3.5 +19240,1.07,Very Good,G,VVS2,62.8,57.0,7975.0,6.46,6.56,4.09 +47474,0.48,Ideal,G,IF,61.6,54.0,1859.0,5.03,5.1,3.12 +51576,0.77,Premium,G,SI2,61.9,59.0,2391.0,5.88,5.84,3.63 +48772,0.57,Premium,D,VS2,60.8,59.0,2019.0,5.38,5.34,3.26 +28921,0.3,Ideal,H,VVS1,62.0,55.0,684.0,4.3,4.34,2.68 +21058,0.31,Ideal,F,VS2,62.3,55.0,625.0,4.35,4.38,2.72 +46717,0.61,Good,E,SI1,61.3,61.0,1793.0,5.4,5.44,3.32 +28886,0.3,Ideal,G,VVS1,61.7,57.0,684.0,4.31,4.34,2.67 +4039,1.0,Premium,J,SI1,61.9,62.0,3528.0,6.36,6.33,3.93 +21625,1.32,Ideal,G,VS1,61.4,54.0,9715.0,7.09,7.13,4.37 +33915,0.3,Ideal,E,VS2,62.4,57.0,844.0,4.29,4.24,2.66 +40686,0.53,Good,E,SI1,63.6,56.0,1156.0,5.19,5.1,3.27 +3885,0.9,Premium,I,VS1,61.2,61.0,3484.0,6.2,6.15,3.78 +52374,0.72,Very Good,H,SI1,60.3,55.0,2505.0,5.84,5.85,3.52 +21707,0.31,Ideal,G,SI1,61.6,56.0,627.0,4.36,4.4,2.7 +51665,0.7,Very Good,I,VS1,62.4,56.0,2398.0,5.65,5.69,3.54 +34798,0.4,Good,F,VS1,63.1,59.0,877.0,4.64,4.68,2.94 +19851,1.54,Premium,E,SI2,59.9,60.0,8408.0,7.49,7.38,4.46 +26337,1.59,Ideal,G,VVS2,60.6,59.0,15843.0,7.53,7.59,4.58 +52692,0.69,Very Good,G,VVS2,63.8,53.7,2553.0,5.6,5.72,3.61 +31819,0.3,Ideal,E,VS1,62.2,54.0,775.0,4.28,4.3,2.67 +14523,1.0,Good,F,VS2,64.0,59.0,5864.0,6.29,6.25,4.03 +39111,0.41,Ideal,G,VS2,59.8,57.0,1061.0,4.85,4.81,2.89 +14221,1.14,Ideal,H,SI1,62.2,54.0,5763.0,6.69,6.74,4.18 +43830,0.41,Ideal,E,VVS1,61.5,56.0,1444.0,4.81,4.82,2.96 +16424,1.22,Ideal,G,SI1,61.6,57.0,6559.0,6.89,6.81,4.22 +18097,1.21,Premium,G,VS2,63.0,58.0,7318.0,6.72,6.67,4.22 +36289,0.34,Premium,I,VS2,61.8,58.0,477.0,4.48,4.51,2.78 +17463,1.21,Ideal,I,VVS2,62.7,56.0,7002.0,6.8,6.83,4.27 +36620,0.24,Very Good,F,VVS2,62.5,56.0,478.0,3.98,4.02,2.5 +3331,0.93,Good,F,SI2,61.3,62.0,3376.0,6.17,6.26,3.81 +33550,0.31,Very Good,F,VVS1,61.8,59.0,830.0,4.33,4.36,2.69 +39766,0.36,Ideal,E,VS1,61.8,56.0,1094.0,4.6,4.56,2.83 +5818,0.81,Ideal,E,SI1,61.9,55.0,3913.0,5.98,6.01,3.71 +10235,1.02,Ideal,F,SI2,61.8,57.0,4746.0,6.43,6.49,3.99 +5078,0.91,Very Good,E,SI2,63.8,60.0,3751.0,6.05,6.09,3.87 +7115,0.7,Very Good,E,VVS1,61.6,61.0,4171.0,5.7,5.73,3.52 +44194,0.51,Premium,F,VS2,62.1,58.0,1569.0,5.09,5.12,3.17 +14622,1.5,Very Good,J,SI2,58.7,60.0,5902.0,7.46,7.54,4.4 +5599,0.94,Premium,F,SI2,62.6,57.0,3869.0,6.27,6.25,3.92 +10590,0.91,Very Good,E,VS2,61.6,58.0,4823.0,6.18,6.2,3.81 +40101,0.33,Ideal,G,VVS1,60.8,56.0,1114.0,4.46,4.42,2.7 +17680,1.01,Very Good,D,VS2,63.1,60.0,7127.0,6.39,6.35,4.02 +9324,1.18,Premium,I,SI2,60.8,58.0,4579.0,6.84,6.78,4.14 +9760,1.0,Very Good,D,SI2,62.5,58.0,4661.0,6.35,6.44,4.0 +24356,2.03,Ideal,G,SI1,63.0,56.0,12618.0,8.04,7.99,5.05 +30536,0.39,Good,G,VS2,63.7,53.0,734.0,4.62,4.67,2.96 +35249,0.3,Very Good,G,IF,62.9,58.0,895.0,4.21,4.25,2.66 +45985,0.3,Ideal,H,VS1,61.6,57.0,526.0,4.3,4.33,2.66 +50318,0.71,Very Good,G,SI1,63.1,60.0,2240.0,5.6,5.69,3.56 +43504,0.43,Ideal,F,VVS1,62.3,55.0,1422.0,4.88,4.85,3.03 +38700,0.37,Premium,E,VS2,61.5,58.0,1041.0,4.66,4.61,2.85 +22089,1.22,Premium,G,VVS2,62.0,58.0,10111.0,6.9,6.85,4.26 +40831,0.53,Ideal,G,SI2,61.6,55.0,1171.0,5.2,5.25,3.22 +5333,1.04,Very Good,J,SI2,63.5,59.0,3810.0,6.37,6.42,4.06 +34688,0.3,Ideal,F,IF,61.8,55.0,873.0,4.31,4.33,2.67 +36804,0.3,Premium,G,IF,60.2,58.0,956.0,4.39,4.35,2.63 +2409,0.72,Ideal,D,VS2,62.1,57.0,3179.0,5.69,5.75,3.55 +41827,0.31,Ideal,D,IF,61.1,56.0,1251.0,4.39,4.42,2.69 +13240,1.02,Premium,H,VS1,62.1,59.0,5469.0,6.38,6.43,3.98 +35718,0.3,Premium,D,VS2,61.0,58.0,911.0,4.34,4.32,2.64 +2129,0.71,Very Good,E,SI1,60.0,56.0,3122.0,5.85,5.78,3.49 +3785,0.74,Premium,E,VS1,61.1,58.0,3462.0,5.81,5.84,3.56 +48983,0.24,Very Good,F,VVS2,61.4,57.0,538.0,4.03,4.06,2.48 +32352,0.3,Ideal,E,VVS2,61.9,57.0,789.0,4.28,4.31,2.66 +5454,0.74,Ideal,G,VVS2,60.7,56.0,3831.0,5.9,5.88,3.58 +17004,1.65,Premium,G,I1,62.0,59.0,6788.0,7.53,7.57,4.68 +48009,0.52,Ideal,D,VS2,62.3,56.0,1919.0,5.16,5.11,3.2 +15702,0.34,Ideal,G,SI1,62.7,57.0,607.0,4.51,4.48,2.82 +17786,1.0,Premium,G,VS1,59.7,59.0,7164.0,6.57,6.5,3.9 +15046,0.3,Premium,F,VS2,60.4,58.0,605.0,4.31,4.33,2.61 +50506,0.78,Very Good,I,SI2,60.6,58.0,2271.0,5.92,5.97,3.6 +37651,0.51,Ideal,I,SI2,61.3,55.0,991.0,5.18,5.19,3.18 +5629,0.9,Very Good,H,VS2,61.2,61.0,3878.0,6.14,6.21,3.78 +32,0.23,Very Good,F,VS1,59.8,57.0,402.0,4.04,4.06,2.42 +15331,1.22,Premium,I,VS2,59.3,59.0,6156.0,7.01,6.96,4.14 +32464,0.36,Ideal,H,VVS1,61.8,56.0,794.0,4.6,4.63,2.85 +49552,0.55,Ideal,G,VVS2,62.0,57.0,2129.0,5.26,5.22,3.25 +23571,2.18,Premium,H,SI2,62.3,59.0,11579.0,8.37,8.26,5.18 +41134,0.5,Very Good,G,SI1,62.2,60.0,1197.0,5.03,5.07,3.14 +31857,0.3,Ideal,H,VVS2,61.7,54.0,776.0,4.34,4.31,2.67 +23736,2.01,Very Good,H,SI2,63.4,60.0,11780.0,7.97,7.89,5.03 +8150,1.01,Premium,G,SI2,59.5,55.0,4355.0,6.59,6.53,3.9 +10198,0.91,Very Good,F,VS1,63.5,56.0,4739.0,6.18,6.14,3.91 +27626,2.0,Very Good,G,SI1,61.8,61.0,18524.0,8.0,8.09,4.97 +29421,0.42,Ideal,H,SI1,62.2,57.0,700.0,4.78,4.8,2.98 +41302,0.39,Ideal,D,VVS2,62.1,56.0,1212.0,4.65,4.69,2.9 +4652,0.9,Very Good,G,SI1,63.2,59.0,3669.0,6.1,6.05,3.84 +10169,0.91,Ideal,G,SI1,61.9,56.0,4731.0,6.22,6.18,3.84 +27523,2.53,Premium,H,SI1,62.1,59.0,18254.0,8.83,8.73,5.45 +27922,0.35,Very Good,G,VS2,60.2,60.0,658.0,4.54,4.6,2.75 +22403,1.5,Premium,G,SI1,62.3,58.0,10428.0,7.27,7.33,4.55 +29968,0.31,Ideal,H,SI1,62.7,56.0,446.0,4.33,4.38,2.73 +5539,0.91,Good,H,SI1,58.2,59.0,3855.0,6.36,6.4,3.71 +45687,0.54,Ideal,H,VVS2,61.8,56.0,1696.0,5.25,5.27,3.25 +2201,0.73,Ideal,F,VS1,61.1,57.0,3140.0,5.8,5.89,3.57 +18877,1.72,Good,J,SI2,63.2,57.0,7741.0,7.56,7.6,4.79 +9780,1.11,Premium,E,SI2,62.5,58.0,4664.0,6.63,6.61,4.14 +41209,0.51,Premium,E,SI2,62.7,52.0,1205.0,5.15,5.12,3.22 +21316,1.53,Ideal,G,SI2,62.3,56.0,9468.0,7.39,7.34,4.59 +28615,0.3,Good,E,SI1,63.8,55.0,675.0,4.28,4.25,2.72 +22378,0.31,Very Good,H,VS2,63.1,57.0,628.0,4.31,4.28,2.71 +6256,0.92,Very Good,E,SI2,62.1,58.0,4011.0,6.18,6.22,3.85 +26493,1.51,Premium,G,VS2,61.3,58.0,16091.0,7.39,7.33,4.51 +24413,2.05,Ideal,J,SI2,61.6,55.0,12654.0,8.18,8.11,5.02 +8426,0.92,Ideal,G,VS2,62.6,56.0,4405.0,6.2,6.17,3.87 +26276,2.17,Very Good,I,SI1,62.1,61.0,15760.0,8.24,8.27,5.13 +45137,0.56,Premium,E,SI1,62.5,59.0,1653.0,5.24,5.2,3.26 +22810,2.0,Premium,G,SI2,60.7,60.0,10833.0,8.13,8.07,4.92 +26628,2.11,Premium,H,VS2,60.8,61.0,16395.0,8.32,8.28,5.05 +10730,0.3,Premium,H,VVS1,61.3,58.0,593.0,4.3,4.32,2.64 +14525,1.0,Premium,F,VS2,59.9,59.0,5864.0,6.46,6.42,3.86 +1171,0.7,Very Good,F,VS2,61.3,54.0,2928.0,5.72,5.76,3.52 +45527,0.5,Ideal,H,VVS1,61.4,57.0,1684.0,5.08,5.11,3.12 +46098,0.57,Very Good,F,VS1,63.2,56.0,1741.0,5.27,5.31,3.34 +35918,0.43,Premium,H,SI1,60.2,57.0,919.0,4.93,4.91,2.96 +40681,0.44,Ideal,D,VS2,60.4,56.0,1155.0,4.95,4.91,2.98 +4799,0.9,Very Good,E,SI2,63.5,58.0,3697.0,6.08,6.14,3.88 +26013,0.35,Ideal,D,SI1,61.6,56.0,644.0,4.49,4.53,2.78 +28487,0.4,Good,G,SI2,60.6,55.8,672.0,4.76,4.82,2.91 +12806,1.14,Ideal,J,VS1,61.6,56.0,5339.0,6.71,6.73,4.14 +26789,1.52,Premium,E,VS1,62.4,55.0,16636.0,7.41,7.33,4.6 +39143,0.41,Ideal,G,VS2,62.2,57.0,1061.0,4.74,4.71,2.94 +46064,0.7,Premium,J,SI1,61.3,59.0,1735.0,5.73,5.75,3.52 +51692,0.7,Fair,F,VS1,55.9,62.0,2399.0,5.94,5.83,3.29 +1697,0.91,Ideal,I,SI2,61.6,57.0,3034.0,6.23,6.24,3.84 +35979,0.42,Very Good,H,VVS2,62.4,57.0,921.0,4.78,4.83,3.0 +2539,0.9,Premium,D,SI2,59.0,61.0,3205.0,6.32,6.28,3.72 +50979,0.31,Premium,G,VS2,61.5,60.0,544.0,4.31,4.34,2.66 +20468,1.23,Premium,G,VVS2,59.6,59.0,8810.0,6.95,6.98,4.15 +34095,0.45,Ideal,G,SI1,62.0,54.0,852.0,4.95,4.98,3.08 +7954,1.01,Premium,H,SI1,60.6,61.0,4320.0,6.39,6.35,3.86 +16972,1.01,Very Good,G,VS1,58.8,58.0,6777.0,6.52,6.61,3.86 +45154,0.5,Premium,F,VS2,62.8,61.0,1654.0,5.07,5.03,3.17 +37147,0.32,Ideal,E,VS1,61.7,56.0,972.0,4.42,4.39,2.72 +47154,0.52,Very Good,G,VVS2,59.9,56.0,1833.0,5.22,5.27,3.14 +23455,1.91,Ideal,J,SI1,60.7,56.0,11447.0,8.01,8.09,4.89 +26099,1.52,Ideal,E,VS2,62.4,55.0,15348.0,7.32,7.42,4.6 +20774,1.01,Good,F,VVS1,63.2,56.0,9012.0,6.33,6.39,4.02 +50297,0.27,Very Good,F,VVS2,62.5,59.0,544.0,4.11,4.15,2.58 +16120,1.3,Premium,I,VS2,60.1,58.0,6442.0,7.1,7.14,4.28 +46389,0.5,Good,G,VVS2,63.6,57.0,1764.0,5.04,5.08,3.22 +9249,1.35,Ideal,G,I1,62.5,57.0,4560.0,7.01,7.04,4.39 +33427,0.32,Premium,G,VS1,59.2,59.0,828.0,4.47,4.45,2.64 +1430,0.9,Very Good,J,SI2,63.3,59.0,2973.0,6.08,6.12,3.86 +50973,0.31,Very Good,H,VS1,61.5,61.0,544.0,4.31,4.34,2.66 +37145,0.32,Premium,D,VS2,62.0,57.0,972.0,4.42,4.38,2.73 +51530,0.78,Ideal,F,SI2,60.6,55.0,2386.0,6.0,5.99,3.63 +46724,0.51,Ideal,G,VVS2,62.1,55.5,1794.0,5.08,5.13,3.18 +29408,0.31,Ideal,F,VVS2,61.7,55.0,700.0,4.33,4.36,2.68 +37148,0.32,Ideal,E,VS1,61.7,57.0,972.0,4.42,4.39,2.72 +42613,0.36,Premium,I,VS2,62.7,59.0,505.0,4.54,4.58,2.86 +4719,0.24,Ideal,F,VS1,62.7,54.0,572.0,3.99,4.02,2.51 +29590,0.43,Good,F,SI1,60.7,61.0,706.0,4.86,4.89,2.96 +8189,1.04,Ideal,H,SI2,61.8,55.0,4368.0,6.54,6.5,4.03 +31136,0.31,Ideal,G,VVS1,60.2,61.0,755.0,4.39,4.41,2.65 +31216,0.32,Ideal,D,SI1,62.8,56.0,756.0,4.42,4.37,2.76 +45439,0.57,Premium,E,VS2,62.9,57.0,1672.0,5.29,5.24,3.31 +14900,1.02,Premium,G,VS2,62.7,61.0,5998.0,6.39,6.34,3.99 +51008,1.0,Fair,G,SI2,70.2,58.0,2326.0,6.0,5.73,4.13 +45249,0.43,Ideal,D,VVS1,62.3,56.0,1659.0,4.82,4.81,3.0 +40345,0.51,Ideal,G,SI2,61.5,55.0,1129.0,5.16,5.18,3.18 +42709,0.57,Very Good,G,SI1,61.9,59.0,1340.0,5.28,5.31,3.28 +24716,0.31,Very Good,G,VS1,60.5,57.0,640.0,4.39,4.42,2.67 +45706,0.56,Ideal,G,VS2,62.1,56.0,1698.0,5.31,5.29,3.29 +18326,1.21,Premium,G,VS2,62.2,58.0,7454.0,6.88,6.78,4.25 +9934,1.01,Very Good,H,VS2,63.3,58.0,4692.0,6.33,6.27,3.99 +8030,0.96,Ideal,F,VS1,61.7,56.0,4333.0,6.4,6.34,3.93 +3061,0.7,Good,F,VVS1,63.3,56.0,3310.0,5.64,5.7,3.59 +20175,1.5,Fair,G,SI1,65.5,58.0,8627.0,7.16,7.12,4.68 +12171,1.69,Very Good,J,I1,60.2,61.0,5182.0,7.7,7.79,4.66 +52563,0.7,Ideal,I,VVS1,62.3,55.0,2536.0,5.7,5.64,3.53 +22426,1.5,Fair,F,SI1,64.3,58.0,10450.0,7.04,7.09,4.54 +23058,1.5,Premium,H,VS1,59.9,60.0,11088.0,7.39,7.44,4.44 +28843,0.41,Very Good,E,SI2,61.9,55.0,683.0,4.77,4.8,2.96 +24511,1.71,Very Good,H,SI1,59.5,59.0,12791.0,7.78,7.81,4.64 +29327,0.31,Ideal,H,VS1,62.6,55.0,698.0,4.35,4.31,2.71 +45139,0.57,Ideal,E,VS2,62.1,55.0,1654.0,5.33,5.37,3.32 +19701,0.37,Ideal,J,VS1,62.4,55.0,624.0,4.64,4.59,2.88 +12034,0.34,Premium,G,VS2,61.8,58.0,596.0,4.47,4.5,2.77 +5509,1.08,Very Good,F,SI2,63.4,55.0,3847.0,6.53,6.5,4.13 +40052,0.38,Premium,E,VS2,60.3,58.0,1112.0,4.72,4.67,2.83 +47470,0.51,Ideal,G,VVS2,62.2,53.4,1859.0,5.11,5.15,3.19 +21286,1.51,Ideal,I,VS2,60.6,56.0,9442.0,7.44,7.47,4.52 +42518,0.5,Fair,F,VS2,64.6,58.0,1323.0,5.01,4.99,3.23 +45229,0.46,Very Good,F,VVS1,61.4,57.0,1657.0,4.95,4.99,3.05 +45189,0.51,Very Good,E,VS2,61.3,60.0,1656.0,5.11,5.16,3.15 +2256,0.72,Ideal,F,VS2,61.3,56.0,3151.0,5.78,5.8,3.55 +32515,0.4,Good,D,SI2,63.8,54.0,798.0,4.73,4.7,3.01 +8689,1.07,Ideal,H,VS2,62.1,57.0,4458.0,6.53,6.49,4.04 +30880,0.33,Premium,E,SI1,60.3,60.0,743.0,4.49,4.47,2.7 +47512,0.54,Ideal,F,VS1,60.9,57.0,1866.0,5.26,5.21,3.19 +11898,1.01,Very Good,G,VS2,62.8,58.0,5119.0,6.35,6.42,4.01 +2550,1.01,Ideal,J,SI1,62.1,54.0,3207.0,6.48,6.4,4.0 +6319,1.16,Ideal,J,SI1,60.7,57.0,4028.0,6.83,6.77,4.13 +48438,0.51,Ideal,G,VVS2,61.9,55.0,1974.0,5.19,5.15,3.2 +2908,0.52,Ideal,D,VVS2,61.5,55.0,3284.0,5.19,5.22,3.2 +53196,0.7,Ideal,G,VS2,60.0,57.0,2633.0,5.8,5.84,3.49 +1844,0.93,Premium,J,VS1,60.3,58.0,3062.0,6.37,6.31,3.82 +28892,0.3,Very Good,G,VVS2,61.8,59.0,684.0,4.22,4.26,2.62 +29969,0.31,Very Good,H,SI1,62.3,55.0,446.0,4.34,4.36,2.71 +20855,1.16,Ideal,G,VVS1,60.5,57.0,9075.0,6.78,6.83,4.12 +28142,0.3,Ideal,G,VVS2,62.5,55.0,665.0,4.3,4.34,2.7 +45088,0.52,Premium,E,VS2,60.9,58.0,1646.0,5.2,5.18,3.16 +1403,0.25,Very Good,E,VVS1,61.5,56.0,560.0,4.06,4.08,2.5 +37620,0.24,Very Good,E,VVS1,63.1,55.0,485.0,3.96,4.0,2.51 +33956,0.23,Very Good,E,VVS2,60.2,57.0,465.0,3.99,4.05,2.42 +14067,0.3,Ideal,F,VS2,62.5,55.0,605.0,4.27,4.31,2.68 +30625,0.28,Ideal,I,VS1,61.8,55.0,448.0,4.2,4.25,2.61 +42724,0.68,Good,J,VS1,61.6,65.0,1341.0,5.63,5.57,3.45 +23472,1.57,Premium,H,VS2,61.0,59.0,11470.0,7.5,7.54,4.59 +43890,0.54,Ideal,H,VS1,61.2,55.0,1454.0,5.25,5.31,3.23 +52451,0.71,Ideal,G,VS2,62.4,57.0,2515.0,5.69,5.66,3.54 +11876,1.07,Ideal,H,VS2,61.8,56.0,5108.0,6.52,6.55,4.04 +41450,0.4,Ideal,G,IF,61.7,57.0,1229.0,4.7,4.73,2.91 +46600,0.54,Ideal,D,SI1,60.8,57.0,1786.0,5.31,5.25,3.21 +48619,0.7,Very Good,H,SI2,61.5,63.0,1999.0,5.63,5.59,3.45 +34980,0.35,Good,I,SI1,63.6,56.0,472.0,4.5,4.53,2.87 +50848,0.72,Premium,H,SI1,62.2,57.0,2311.0,5.75,5.72,3.57 +20062,0.31,Very Good,G,VS1,63.0,57.0,625.0,4.28,4.32,2.71 +27521,2.01,Ideal,H,SI1,62.2,56.0,18252.0,8.03,8.05,5.0 +51897,0.78,Ideal,F,SI2,59.7,57.0,2431.0,6.01,5.98,3.58 +16438,1.04,Premium,G,VS2,61.0,59.0,6564.0,6.53,6.42,3.95 +11894,1.2,Very Good,G,SI2,62.6,60.0,5116.0,6.68,6.74,4.2 +8244,1.07,Ideal,E,SI2,61.7,57.0,4374.0,6.59,6.56,4.06 +9715,0.35,Ideal,I,VVS2,62.4,54.0,590.0,4.51,4.53,2.82 +30279,0.3,Very Good,D,SI2,61.4,59.0,447.0,4.26,4.31,2.63 +46192,0.52,Very Good,D,VS2,62.8,58.0,1749.0,5.11,5.14,3.22 +30983,0.37,Premium,F,VS2,62.7,58.0,746.0,4.55,4.58,2.86 +28790,0.37,Very Good,D,SI1,61.0,62.0,681.0,4.61,4.64,2.82 +16285,1.33,Very Good,I,SI1,62.6,56.0,6513.0,6.97,7.03,4.38 +48351,0.51,Ideal,D,VS1,61.6,57.0,1962.0,5.13,5.16,3.17 +10295,1.19,Premium,G,SI2,58.9,60.0,4758.0,7.0,6.92,4.09 +45278,0.54,Ideal,D,SI1,60.8,57.0,1662.0,5.25,5.31,3.21 +23739,1.83,Very Good,F,SI1,63.2,56.0,11782.0,7.78,7.73,4.9 +29766,0.35,Premium,H,VS2,59.6,62.0,709.0,4.62,4.57,2.74 +12043,0.4,Good,I,SI1,63.2,54.0,596.0,4.67,4.69,2.96 +7979,0.71,Ideal,D,VVS2,61.6,54.0,4325.0,5.74,5.78,3.55 +18473,1.5,Ideal,J,SI1,61.1,56.7,7520.0,7.35,7.38,4.5 +38391,0.42,Ideal,E,VS2,62.4,55.0,1024.0,4.83,4.79,3.0 +3756,1.02,Premium,J,SI2,61.4,60.0,3455.0,6.5,6.44,3.97 +33531,0.35,Ideal,D,VS2,60.6,56.0,829.0,4.54,4.57,2.76 +27241,2.01,Ideal,G,SI2,60.9,55.0,17609.0,8.16,8.19,4.98 +31825,0.34,Ideal,G,VVS2,61.1,57.0,775.0,4.48,4.52,2.75 +33957,0.23,Very Good,E,VVS2,61.1,58.0,465.0,3.95,4.01,2.43 +49720,0.72,Ideal,J,VVS2,61.5,57.0,2150.0,5.74,5.77,3.54 +20131,1.15,Ideal,G,VVS2,62.5,53.0,8592.0,6.69,6.72,4.18 +44359,0.56,Very Good,I,VVS1,62.4,56.0,1580.0,5.24,5.28,3.28 +39937,0.24,Very Good,D,VVS2,62.9,59.0,492.0,3.95,3.97,2.49 +26688,0.28,Very Good,E,VS1,62.2,59.0,428.0,4.19,4.23,2.62 +8425,0.93,Good,G,SI1,58.8,61.0,4405.0,6.36,6.39,3.75 +18773,1.03,Premium,E,VS1,61.4,58.0,7677.0,6.52,6.58,4.02 +37626,0.44,Premium,G,SI1,61.6,61.0,990.0,4.88,4.83,2.99 +5357,0.93,Premium,H,SI1,61.8,59.0,3816.0,6.23,6.27,3.86 +8555,1.01,Very Good,E,SI2,63.3,58.0,4434.0,6.39,6.37,4.04 +48641,0.31,Premium,I,SI1,59.6,58.0,537.0,4.44,4.39,2.63 +30160,0.4,Very Good,D,SI1,63.0,57.0,720.0,4.66,4.7,2.95 +51700,0.7,Very Good,F,VS2,62.2,56.0,2400.0,5.7,5.74,3.56 +4915,0.9,Ideal,I,VS1,61.8,56.0,3724.0,6.2,6.23,3.84 +34924,0.24,Good,F,VS1,60.8,64.0,373.0,3.96,4.0,2.42 +17063,0.32,Premium,G,SI1,59.6,60.0,612.0,4.46,4.43,2.65 +14543,1.21,Premium,H,SI1,62.5,60.0,5871.0,6.77,6.7,4.21 +26942,2.2,Premium,H,SI2,61.1,59.0,16996.0,8.41,8.35,5.12 +22559,1.58,Very Good,H,VS2,61.4,60.0,10608.0,7.49,7.44,4.58 +15562,1.01,Very Good,G,VS1,60.7,63.0,6239.0,6.38,6.4,3.88 +50322,0.7,Ideal,I,VS2,62.1,54.6,2240.0,5.68,5.72,3.54 +17658,1.0,Premium,F,VS1,62.6,58.0,7114.0,6.37,6.4,4.0 +11476,1.0,Good,D,SI1,64.8,58.0,5013.0,6.23,6.27,4.05 +7525,1.01,Premium,G,SI2,59.1,59.0,4242.0,6.55,6.51,3.86 +44416,0.52,Ideal,E,SI1,61.0,55.0,1586.0,5.19,5.23,3.18 +20,0.3,Very Good,J,SI1,62.7,59.0,351.0,4.21,4.27,2.66 +33970,0.32,Ideal,E,VS2,60.9,56.0,846.0,4.45,4.48,2.72 +17692,2.27,Fair,G,I1,68.6,56.0,7131.0,7.99,7.94,5.47 +49202,0.6,Ideal,E,VS2,61.2,56.0,2079.0,5.44,5.45,3.33 +26704,0.32,Ideal,G,VS1,62.3,55.0,645.0,4.37,4.4,2.73 +9240,1.01,Good,H,SI1,63.4,58.0,4559.0,6.34,6.38,4.03 +3486,0.9,Very Good,G,SI2,62.3,58.0,3398.0,6.15,6.2,3.85 +38768,0.31,Ideal,F,IF,62.2,56.0,1046.0,4.34,4.31,2.69 +5021,0.91,Premium,F,SI2,58.2,61.0,3746.0,6.58,6.41,3.77 +37366,0.4,Premium,D,VS2,61.7,59.0,982.0,4.73,4.76,2.93 +41468,0.41,Premium,G,VVS1,60.3,60.0,1230.0,4.78,4.74,2.87 +51039,0.73,Premium,F,SI2,62.0,57.0,2329.0,5.79,5.76,3.58 +48065,0.51,Premium,E,VS1,61.3,58.0,1928.0,5.17,5.14,3.16 +26997,1.93,Premium,H,VS1,60.5,60.0,17096.0,8.06,7.98,4.85 +16588,1.01,Good,F,VS1,61.8,57.0,6626.0,6.34,6.44,3.95 +34971,0.23,Very Good,E,VVS1,61.3,58.0,472.0,3.94,3.96,2.42 +8726,0.38,Very Good,D,SI1,62.0,55.0,586.0,4.67,4.72,2.91 +22562,1.52,Ideal,I,IF,62.2,57.0,10609.0,7.33,7.27,4.54 +13926,1.02,Premium,E,VS2,62.8,59.0,5666.0,6.44,6.39,4.03 +10494,1.02,Premium,H,SI2,62.6,58.0,4798.0,6.44,6.4,4.02 +31846,0.34,Premium,H,VVS1,61.5,60.0,775.0,4.45,4.49,2.75 +49733,0.7,Premium,I,VS2,60.8,59.0,2154.0,5.68,5.71,3.46 +20144,1.43,Ideal,G,SI1,62.8,57.0,8599.0,7.17,7.12,4.49 +35156,0.38,Very Good,E,VS1,63.0,56.0,891.0,4.61,4.63,2.91 +29738,0.32,Ideal,G,VVS2,62.0,56.0,708.0,4.41,4.43,2.74 +35881,0.32,Ideal,G,IF,62.1,53.0,918.0,4.41,4.44,2.75 +39836,0.51,Ideal,E,SI2,61.0,56.0,1098.0,5.16,5.2,3.16 +34618,0.27,Ideal,E,VS2,62.7,55.0,470.0,4.15,4.18,2.61 +31598,0.2,Ideal,D,VS2,61.5,57.0,367.0,3.81,3.77,2.33 +569,0.8,Very Good,I,VS2,62.0,58.0,2833.0,5.86,5.95,3.66 +24317,2.01,Ideal,J,SI2,62.9,54.0,12565.0,8.03,8.07,5.06 +47329,0.23,Very Good,D,VVS2,61.4,58.0,530.0,3.92,3.96,2.42 +36720,0.41,Very Good,E,VS1,62.2,58.0,954.0,4.74,4.78,2.96 +36301,0.32,Ideal,H,VVS1,60.4,57.0,936.0,4.46,4.42,2.68 +1944,0.9,Premium,E,SI2,63.0,57.0,3084.0,6.08,6.05,3.82 +45014,0.54,Premium,G,VS2,62.0,58.0,1637.0,5.21,5.18,3.22 +12717,0.4,Good,D,SI2,64.0,56.0,599.0,4.64,4.7,2.99 +22845,1.57,Premium,H,VS1,61.7,58.0,10880.0,7.47,7.56,4.64 +17048,0.3,Ideal,F,VS1,61.5,55.0,612.0,4.31,4.34,2.66 +32082,0.33,Very Good,E,VS1,61.6,56.0,781.0,4.43,4.46,2.74 +21600,1.52,Premium,H,SI1,61.0,58.0,9700.0,7.44,7.39,4.52 +46104,0.56,Very Good,E,VS1,58.6,57.0,1742.0,5.43,5.46,3.19 +33448,0.32,Ideal,G,VS1,61.7,55.0,828.0,4.41,4.37,2.71 +32000,0.3,Ideal,F,VVS1,61.9,57.0,776.0,4.3,4.32,2.67 +4017,0.91,Good,E,SI2,63.1,61.0,3520.0,6.04,6.14,3.84 +41315,0.45,Ideal,G,VVS2,61.2,56.0,1213.0,4.96,4.91,3.02 +33122,0.31,Ideal,E,VVS2,61.0,56.0,816.0,4.39,4.43,2.69 +8622,1.07,Premium,F,SI2,61.8,58.0,4446.0,6.57,6.51,4.04 +26584,1.64,Ideal,G,VS2,61.5,56.0,16297.0,7.59,7.62,4.68 +8815,1.02,Ideal,H,SI1,61.6,56.0,4476.0,6.51,6.55,4.02 +11928,1.24,Ideal,J,SI1,61.9,56.0,5125.0,6.95,6.88,4.28 +24960,2.0,Fair,H,SI1,65.1,59.0,13442.0,7.83,7.77,5.08 +23598,1.76,Ideal,I,VS1,62.0,57.0,11616.0,7.71,7.74,4.79 +32896,0.36,Very Good,E,SI1,63.1,58.0,810.0,4.54,4.49,2.85 +29161,0.33,Premium,G,VS2,61.3,61.0,693.0,4.47,4.43,2.73 +40483,0.52,Ideal,J,VS2,61.6,57.0,1141.0,5.16,5.19,3.19 +17412,1.21,Premium,H,VS2,59.3,60.0,6974.0,6.99,6.93,4.13 +48471,0.66,Very Good,H,VS1,61.6,58.1,1978.0,5.54,5.58,3.42 +15778,1.11,Very Good,G,VS2,62.3,58.0,6311.0,6.59,6.61,4.11 +1646,0.7,Premium,F,VVS2,62.5,59.0,3018.0,5.68,5.61,3.53 +16728,0.3,Very Good,D,VS1,61.2,55.0,610.0,4.32,4.34,2.65 +42391,0.53,Very Good,D,SI2,60.2,56.0,1307.0,5.23,5.26,3.16 +27403,2.05,Premium,G,SI2,58.7,60.0,17988.0,8.4,8.32,4.91 +22558,1.03,Ideal,D,VS1,61.7,57.0,10607.0,6.45,6.48,3.99 +43813,0.51,Ideal,E,SI1,61.7,55.0,1443.0,5.17,5.13,3.18 +853,0.8,Ideal,G,SI1,62.5,57.0,2870.0,5.94,5.9,3.7 +31373,0.42,Ideal,D,SI1,62.1,54.0,761.0,4.84,4.86,3.01 +23562,1.5,Ideal,G,SI1,62.8,54.0,11572.0,7.31,7.29,4.58 +21397,1.51,Very Good,E,SI2,63.4,59.0,9513.0,7.26,7.19,4.58 +31729,0.31,Ideal,G,VVS1,62.5,56.0,772.0,4.29,4.34,2.69 +47471,0.76,Ideal,J,SI1,61.9,53.0,1859.0,5.85,5.92,3.64 +29998,0.43,Ideal,E,SI2,62.1,56.0,716.0,4.84,4.85,3.01 +26728,0.32,Ideal,F,VS2,61.5,55.0,645.0,4.4,4.42,2.71 +5106,0.72,Ideal,F,VS1,61.6,56.0,3759.0,5.76,5.79,3.56 +23504,1.25,Ideal,G,IF,60.2,54.0,11511.0,6.99,7.03,4.22 +11060,0.35,Ideal,F,SI1,61.5,55.9,596.0,4.53,4.56,2.8 +34110,0.38,Good,D,VS1,63.4,55.0,853.0,4.61,4.64,2.93 +17519,1.21,Good,G,VS2,64.1,58.0,7047.0,6.74,6.67,4.3 +13901,1.0,Ideal,F,SI1,63.0,56.0,5656.0,6.41,6.38,4.03 +14157,1.0,Good,H,VS1,60.1,62.0,5743.0,6.38,6.47,3.86 +22819,1.65,Ideal,D,SI2,61.5,56.0,10847.0,7.63,7.69,4.71 +38495,0.42,Ideal,G,VVS2,62.4,55.0,1031.0,4.79,4.82,3.0 +50307,0.31,Ideal,H,VS1,62.0,54.0,544.0,4.35,4.39,2.71 +29377,0.31,Ideal,E,SI1,62.7,54.0,698.0,4.36,4.35,2.73 +46942,0.52,Ideal,E,VS2,62.0,55.0,1815.0,5.19,5.14,3.2 +7679,1.01,Good,H,SI1,64.6,56.0,4274.0,6.17,6.21,4.0 +35533,0.36,Premium,F,VS2,59.4,56.0,905.0,4.71,4.69,2.79 +49645,0.3,Premium,H,SI1,61.2,60.0,540.0,4.31,4.29,2.63 +3479,1.05,Very Good,J,SI2,60.9,60.0,3395.0,6.51,6.59,3.99 +44617,0.53,Ideal,G,VS2,60.1,54.0,1607.0,5.31,5.3,3.19 +40564,0.41,Ideal,D,VS1,62.1,56.0,1151.0,4.77,4.8,2.97 +22006,1.53,Very Good,H,VS1,59.5,63.0,10076.0,7.51,7.44,4.45 +46154,0.5,Premium,G,VS1,62.1,55.0,1746.0,5.22,5.06,3.19 +26047,1.26,Ideal,F,VVS1,61.1,57.0,15247.0,6.96,6.98,4.26 +21475,1.32,Ideal,H,VVS1,62.1,55.0,9572.0,6.98,7.03,4.35 +19428,1.23,Very Good,D,SI1,62.3,57.0,8079.0,6.8,6.87,4.26 +11596,1.22,Premium,J,SI1,61.9,58.0,5042.0,6.87,6.84,4.24 +14903,1.02,Premium,D,SI1,60.6,59.0,5998.0,6.53,6.47,3.94 +42015,0.54,Ideal,I,VS2,60.1,58.0,1266.0,5.28,5.34,3.19 +8386,0.35,Good,F,SI1,63.6,54.0,583.0,4.51,4.52,2.87 +4307,0.82,Very Good,D,SI1,61.3,56.0,3593.0,6.02,6.06,3.7 +22201,1.16,Ideal,D,VS1,61.2,58.0,10241.0,6.73,6.76,4.13 +24540,2.01,Ideal,G,SI1,61.6,57.0,12829.0,8.08,8.0,4.95 +38410,0.35,Premium,G,VVS2,62.4,56.0,1024.0,4.53,4.47,2.81 +29151,0.41,Premium,I,SI2,61.6,59.0,692.0,4.79,4.76,2.94 +17343,1.24,Ideal,H,SI1,61.6,57.0,6958.0,6.92,6.84,4.24 +24483,1.71,Good,I,VS1,63.7,58.0,12755.0,7.58,7.54,4.81 +33909,0.3,Ideal,E,VS2,62.1,56.0,844.0,4.31,4.25,2.66 +10536,1.0,Very Good,E,SI1,63.4,58.0,4805.0,6.29,6.26,3.98 +40776,0.42,Very Good,E,VVS2,59.8,56.0,1167.0,4.9,4.92,2.94 +18371,0.3,Ideal,D,VS2,62.4,55.0,616.0,4.3,4.32,2.69 +40163,0.32,Premium,H,IF,60.7,58.0,1116.0,4.47,4.46,2.71 +47619,0.52,Ideal,G,VVS1,61.6,56.0,1881.0,5.16,5.2,3.19 +24803,2.1,Ideal,I,SI1,61.7,55.0,13182.0,8.21,8.13,5.04 +49572,0.64,Premium,F,VS2,62.2,55.0,2131.0,5.53,5.5,3.43 +13371,0.24,Very Good,D,VS1,61.4,58.0,419.0,3.99,4.02,2.46 +51834,0.7,Very Good,H,VS1,62.1,56.0,2422.0,5.65,5.68,3.52 +10994,1.11,Very Good,E,SI2,62.8,55.0,4914.0,6.6,6.62,4.15 +34730,0.32,Fair,D,VVS1,62.4,61.0,875.0,4.38,4.44,2.75 +35326,0.35,Very Good,G,IF,62.6,59.0,898.0,4.43,4.49,2.79 +9841,1.21,Premium,J,VS1,61.0,60.0,4675.0,6.88,6.83,4.18 +22648,1.51,Premium,F,SI1,62.2,58.0,10693.0,7.27,7.29,4.53 +11262,0.91,Premium,D,VS2,62.0,60.0,4969.0,6.23,6.19,3.85 +31384,0.33,Premium,D,VS2,60.8,60.0,762.0,4.52,4.46,2.73 +36190,0.47,Premium,G,SI1,62.7,58.0,931.0,4.97,4.99,3.12 +20217,1.5,Premium,D,SI2,61.9,58.0,8649.0,7.34,7.27,4.52 +8867,0.92,Premium,E,SI1,62.1,58.0,4482.0,6.22,6.15,3.84 +48321,0.23,Ideal,G,VVS1,61.5,57.0,536.0,3.94,3.97,2.43 +26460,2.25,Premium,J,SI1,61.8,61.0,16004.0,8.46,8.39,5.21 +24186,2.31,Very Good,J,SI2,60.7,63.0,12369.0,8.52,8.48,5.16 +1489,0.76,Ideal,I,IF,61.6,55.0,2988.0,5.92,5.89,3.64 +3180,0.91,Very Good,I,VS2,63.0,58.0,3340.0,6.07,6.15,3.85 +11664,0.91,Premium,E,VS2,61.1,58.0,5055.0,6.28,6.2,3.81 +29187,0.3,Ideal,E,VS1,61.3,58.0,694.0,4.29,4.32,2.64 +12116,1.05,Premium,H,VS2,62.3,57.0,5166.0,6.49,6.45,4.03 +34219,0.4,Ideal,H,SI1,62.6,57.0,855.0,4.7,4.66,2.93 +35832,0.5,Ideal,J,VS2,62.5,53.0,915.0,5.09,5.12,3.19 +17670,1.59,Premium,F,SI2,62.2,58.0,7123.0,7.49,7.45,4.64 +30452,0.3,Ideal,F,VS1,61.3,55.0,731.0,4.36,4.32,2.66 +47214,0.5,Ideal,H,VVS1,60.6,55.0,1838.0,5.17,5.13,3.12 +36440,0.31,Ideal,D,VS2,62.1,54.0,942.0,4.41,4.35,2.72 +34959,0.31,Very Good,G,VS2,58.8,62.0,471.0,4.4,4.41,2.59 +27081,2.6,Premium,J,SI2,58.3,61.0,17209.0,9.05,8.94,5.24 +50052,0.83,Ideal,H,SI2,60.7,57.0,2201.0,6.08,6.05,3.68 +34512,0.33,Ideal,E,VVS2,61.2,57.0,868.0,4.45,4.47,2.73 +18108,1.11,Ideal,E,VS2,62.2,56.0,7326.0,6.59,6.66,4.12 +51598,0.7,Good,I,VVS2,63.4,59.0,2394.0,5.57,5.6,3.54 +39526,0.4,Premium,I,VVS1,59.5,59.0,1080.0,4.79,4.76,2.84 +37574,0.4,Ideal,F,VVS2,60.1,57.0,990.0,4.78,4.83,2.89 +45442,0.54,Ideal,D,VS2,61.1,56.0,1672.0,5.23,5.27,3.21 +27719,0.32,Premium,I,VS1,59.8,60.0,648.0,4.46,4.44,2.66 +35433,0.32,Ideal,E,VS2,62.1,54.0,900.0,4.42,4.4,2.74 +33511,0.4,Ideal,J,IF,62.4,56.0,828.0,4.71,4.74,2.95 +23636,2.01,Very Good,J,SI2,63.4,59.0,11660.0,7.99,7.95,5.05 +52984,0.72,Ideal,I,VVS2,61.5,58.0,2594.0,5.78,5.79,3.56 +50057,0.83,Ideal,I,VS2,62.9,56.0,2201.0,5.98,5.94,3.75 +38924,0.51,Premium,F,SI2,58.1,59.0,1052.0,5.26,5.24,3.05 +53647,0.71,Ideal,E,SI1,61.7,56.0,2704.0,5.72,5.69,3.52 +20438,1.51,Ideal,G,SI2,60.8,57.0,8794.0,7.44,7.39,4.51 +1410,0.32,Ideal,H,VS1,61.5,57.0,561.0,4.4,4.42,2.71 +17073,1.03,Very Good,G,VS2,58.8,63.0,6806.0,6.7,6.61,3.91 +43750,0.51,Ideal,E,SI1,62.1,55.0,1438.0,5.09,5.15,3.18 +18957,1.53,Very Good,I,SI1,63.1,56.0,7797.0,7.32,7.26,4.6 +49252,0.47,Ideal,D,VS1,60.5,57.0,2086.0,5.04,5.07,3.06 +436,0.7,Ideal,H,SI1,60.4,56.0,2815.0,5.75,5.81,3.49 +9387,0.32,Good,D,SI1,63.3,57.0,589.0,4.37,4.38,2.77 +32762,0.34,Premium,D,SI1,59.7,59.0,803.0,4.57,4.54,2.72 +875,0.84,Good,G,SI1,65.1,55.0,2872.0,5.88,5.97,3.86 +46350,0.58,Ideal,H,VS1,61.1,57.0,1759.0,5.38,5.42,3.3 +39639,0.49,Premium,G,SI2,59.4,60.0,1084.0,5.17,5.14,3.06 +40080,0.3,Premium,F,VVS1,61.8,59.0,1114.0,4.29,4.26,2.64 +20246,1.26,Premium,F,VS2,62.8,58.0,8676.0,6.89,6.84,4.31 +3607,1.0,Very Good,G,SI2,58.2,63.0,3427.0,6.53,6.49,3.79 +32113,0.36,Ideal,H,VVS1,62.0,54.0,783.0,4.59,4.61,2.85 +35459,0.32,Ideal,E,VS2,61.6,55.0,900.0,4.42,4.41,2.72 +605,0.7,Premium,G,VS1,63.0,60.0,2838.0,5.64,5.57,3.53 +32303,0.37,Premium,J,VS2,61.1,60.0,454.0,4.6,4.63,2.82 +14564,1.01,Ideal,H,VS1,62.6,57.0,5882.0,6.4,6.37,4.0 +29285,0.25,Ideal,F,VS2,62.8,57.0,436.0,3.98,4.01,2.51 +40601,0.32,Very Good,F,SI1,60.7,62.0,497.0,4.4,4.43,2.68 +43433,0.62,Premium,J,VVS2,60.9,58.0,1415.0,5.5,5.56,3.37 +9287,1.04,Premium,E,SI2,59.2,58.0,4566.0,6.7,6.64,3.95 +16742,1.01,Very Good,E,VS2,60.4,58.0,6666.0,6.47,6.51,3.92 +49004,0.74,Premium,I,SI2,61.0,60.0,2051.0,5.8,5.75,3.52 +15977,1.02,Very Good,E,SI1,62.7,60.0,6397.0,6.45,6.4,4.03 +27758,0.32,Ideal,I,VS1,62.4,56.0,648.0,4.37,4.31,2.71 +10829,1.02,Ideal,H,SI2,62.4,55.0,4870.0,6.41,6.46,4.02 +51432,0.7,Premium,F,SI2,62.5,60.0,2373.0,5.66,5.61,3.52 +47127,0.65,Premium,E,SI1,60.5,59.0,1828.0,5.61,5.49,3.36 +4762,0.9,Fair,D,SI1,64.8,59.0,3689.0,6.1,6.03,3.93 +23722,0.25,Very Good,F,VVS1,60.8,57.0,633.0,4.08,4.1,2.48 +3496,0.7,Ideal,F,VS1,61.6,55.0,3399.0,5.68,5.71,3.51 +2078,0.75,Premium,E,VS2,59.9,61.0,3108.0,5.97,5.91,3.56 +33551,0.35,Ideal,F,VVS2,62.5,56.0,830.0,4.51,4.55,2.83 +48896,0.56,Very Good,E,VVS2,62.1,58.0,2040.0,5.27,5.33,3.3 +7353,0.93,Very Good,D,SI2,60.6,59.0,4214.0,6.3,6.34,3.83 +18144,1.0,Very Good,F,VS1,63.7,57.0,7350.0,6.33,6.35,4.04 +38888,0.4,Premium,D,VS2,62.5,59.0,1050.0,4.72,4.66,2.93 +14374,0.3,Premium,G,VS1,60.0,60.0,605.0,4.3,4.33,2.59 +51671,0.72,Ideal,E,SI2,62.3,54.0,2398.0,5.75,5.78,3.59 +2718,0.3,Ideal,E,SI1,62.3,57.0,564.0,4.28,4.32,2.68 +43052,0.41,Ideal,D,VVS1,61.7,55.0,1376.0,4.77,4.8,2.95 +41407,0.53,Good,E,SI1,63.6,56.0,1224.0,5.19,5.1,3.27 +33217,0.4,Premium,E,SI2,60.5,59.0,821.0,4.78,4.74,2.88 +39861,0.51,Very Good,G,SI2,63.2,57.0,1100.0,5.07,5.03,3.19 +31235,0.44,Good,E,SI1,63.2,53.0,756.0,4.84,4.87,3.07 +45969,0.32,Very Good,D,SI1,63.0,57.0,526.0,4.35,4.38,2.75 +15945,1.24,Premium,E,SI2,61.1,59.0,6377.0,6.99,6.89,4.24 +2815,0.7,Ideal,F,VS1,60.7,58.0,3265.0,5.72,5.75,3.48 +21337,1.5,Premium,I,VS2,62.3,60.0,9479.0,7.25,7.19,4.5 +45055,0.63,Ideal,H,VS2,62.1,54.0,1641.0,5.51,5.54,3.43 +14535,1.08,Ideal,H,SI1,60.0,58.0,5867.0,6.69,6.66,4.01 +4172,0.92,Premium,G,SI2,62.4,57.0,3555.0,6.22,6.18,3.87 +2862,0.7,Very Good,F,VVS2,61.6,63.0,3275.0,5.65,5.69,3.49 +5756,0.72,Ideal,D,VS1,60.9,56.0,3896.0,5.79,5.86,3.55 +52038,0.71,Premium,G,SI1,58.9,62.0,2450.0,5.92,5.83,3.46 +42402,0.57,Ideal,F,SI2,62.2,53.0,1308.0,5.34,5.4,3.34 +52051,0.79,Good,I,VS2,58.5,62.0,2451.0,5.99,6.04,3.52 +1868,0.8,Very Good,G,SI1,62.9,56.0,3070.0,5.88,5.95,3.72 +7756,1.05,Fair,I,VS1,58.9,66.0,4281.0,6.71,6.6,3.92 +8293,0.9,Premium,E,SI1,60.8,59.0,4385.0,6.24,6.19,3.78 +48132,0.9,Good,H,I1,57.4,63.0,1939.0,6.38,6.33,3.65 +25913,2.0,Very Good,I,SI1,59.8,59.0,15053.0,8.12,8.17,4.87 +31657,0.32,Ideal,E,VS2,61.8,54.0,768.0,4.43,4.4,2.73 +5019,0.93,Very Good,E,SI2,63.0,58.0,3746.0,6.16,6.18,3.89 +20381,0.31,Premium,F,VS2,62.3,59.0,625.0,4.3,4.33,2.69 +22609,2.22,Very Good,J,SI2,61.2,63.0,10662.0,8.33,8.23,5.07 +23478,1.13,Ideal,D,VS1,61.2,57.0,11477.0,6.7,6.72,4.1 +49540,0.72,Premium,E,SI2,61.7,58.0,2125.0,5.79,5.74,3.56 +15120,1.07,Premium,G,VS1,61.4,56.0,6076.0,6.65,6.61,4.07 +34630,0.31,Ideal,E,VS2,61.6,56.0,872.0,4.4,4.37,2.7 +8667,1.17,Very Good,H,SI2,63.1,58.0,4455.0,6.72,6.64,4.22 +21699,0.34,Premium,D,SI1,62.4,58.0,626.0,4.42,4.46,2.77 +42639,0.5,Ideal,D,SI2,62.5,55.0,1332.0,5.14,5.07,3.19 +18701,0.36,Very Good,D,SI1,62.8,57.0,619.0,4.51,4.54,2.84 +10788,0.91,Fair,G,VS2,64.9,54.0,4860.0,6.04,6.08,3.93 +23637,1.01,Ideal,D,VVS1,62.5,55.0,11661.0,6.39,6.44,4.01 +36316,0.32,Ideal,G,VVS2,61.3,56.0,936.0,4.44,4.43,2.72 +6527,0.9,Very Good,D,SI1,61.8,61.0,4068.0,6.16,6.2,3.82 +11867,1.01,Very Good,F,SI1,62.0,56.0,5107.0,6.41,6.47,3.99 +8064,0.37,Ideal,F,SI1,61.3,55.0,583.0,4.61,4.65,2.84 +47227,0.59,Very Good,H,VVS2,62.3,55.0,1840.0,5.42,5.33,3.35 +2429,0.73,Ideal,D,VS2,62.1,56.0,3182.0,5.77,5.8,3.59 +4706,0.75,Ideal,D,VS2,61.1,55.0,3679.0,5.87,5.89,3.6 +37152,0.32,Ideal,D,VS2,61.7,57.0,972.0,4.39,4.36,2.7 +29956,0.32,Ideal,G,SI1,62.6,55.0,445.0,4.38,4.41,2.75 +39594,0.4,Ideal,G,SI1,60.1,56.0,1084.0,4.8,4.85,2.9 +17045,0.28,Ideal,F,VVS2,61.6,55.0,612.0,4.22,4.26,2.61 +25508,1.26,Ideal,E,VVS2,61.1,57.0,14300.0,7.0,6.98,4.27 +447,0.61,Ideal,G,VVS2,60.1,57.0,2816.0,5.52,5.54,3.32 +26635,1.09,Good,D,IF,58.7,61.0,16406.0,6.75,6.85,3.99 +10109,1.0,Very Good,J,VVS1,63.5,59.0,4717.0,6.34,6.29,4.01 +42545,0.58,Ideal,J,VS2,60.9,57.0,1324.0,5.38,5.4,3.28 +482,0.73,Premium,E,SI1,61.3,58.0,2821.0,5.83,5.76,3.55 +1417,0.8,Ideal,G,VS2,61.2,57.0,2969.0,6.02,6.07,3.7 +26828,2.11,Ideal,I,VS1,61.9,57.0,16723.0,8.28,8.22,5.11 +34210,0.33,Premium,F,VS2,62.1,59.0,854.0,4.45,4.4,2.75 +28550,0.3,Premium,I,VVS2,61.9,61.0,675.0,4.32,4.28,2.66 +42383,0.5,Ideal,F,SI2,62.0,55.0,1305.0,5.12,5.09,3.16 +27298,1.55,Premium,D,VS1,59.7,60.0,17773.0,7.62,7.56,4.53 +22198,1.12,Ideal,F,VVS2,60.4,56.0,10236.0,6.82,6.78,4.11 +28066,0.31,Ideal,H,VVS1,61.6,57.0,660.0,4.32,4.35,2.67 +16291,1.01,Very Good,E,VS2,61.1,62.0,6517.0,6.39,6.5,3.94 +32319,0.3,Good,G,VVS1,63.5,57.0,789.0,4.23,4.27,2.7 +9029,1.06,Ideal,H,SI2,60.1,59.0,4516.0,6.58,6.67,3.98 +20181,1.6,Premium,I,SI2,60.8,58.0,8630.0,7.59,7.51,4.59 +30118,0.32,Premium,G,VS2,61.5,59.0,720.0,4.42,4.4,2.71 +16192,1.07,Ideal,G,VS2,63.0,55.0,6471.0,6.55,6.5,4.11 +17624,1.2,Good,E,SI1,64.0,61.0,7096.0,6.67,6.61,4.25 +41616,0.29,Very Good,F,VS1,59.1,60.0,504.0,4.33,4.36,2.57 +53134,0.75,Ideal,D,SI2,61.5,55.0,2618.0,5.85,5.89,3.61 +48228,0.57,Premium,E,VS2,61.0,58.0,1949.0,5.34,5.31,3.25 +3908,0.73,Ideal,F,VS1,61.4,55.0,3493.0,5.81,5.84,3.57 +1736,0.32,Very Good,G,VS2,62.6,58.0,561.0,4.37,4.39,2.74 +45632,0.3,Very Good,H,VVS2,61.5,57.0,525.0,4.32,4.36,2.66 +26448,2.5,Ideal,J,SI2,60.7,55.0,15990.0,8.8,8.66,5.3 +22172,1.52,Ideal,I,VS1,62.9,60.0,10214.0,7.31,7.27,4.59 +44332,0.33,Premium,I,VS1,62.7,58.0,521.0,4.4,4.43,2.77 +38959,0.31,Good,H,VS2,63.2,58.0,489.0,4.31,4.33,2.73 +7343,1.01,Good,G,SI2,63.7,56.0,4211.0,6.26,6.34,4.01 +51207,0.73,Premium,G,SI1,62.8,59.0,2351.0,5.76,5.68,3.59 +30889,0.33,Premium,E,SI1,60.6,60.0,743.0,4.44,4.41,2.68 +34722,0.41,Ideal,I,VVS1,61.0,56.0,875.0,4.79,4.82,2.93 +43182,0.59,Very Good,I,VS2,63.4,56.0,1391.0,5.37,5.33,3.39 +12539,1.2,Premium,E,SI2,58.2,59.0,5268.0,6.98,6.9,4.04 +38487,0.42,Ideal,F,VS1,61.4,57.0,1031.0,4.78,4.83,2.95 +16549,1.27,Premium,I,VS1,59.5,61.0,6611.0,7.08,7.04,4.2 +34767,0.41,Premium,E,SI2,61.9,55.0,876.0,4.8,4.77,2.96 +32289,0.28,Ideal,F,SI1,62.3,54.0,453.0,4.21,4.23,2.63 +17743,1.23,Very Good,E,SI1,59.2,62.0,7143.0,7.0,7.05,4.16 +13681,1.19,Ideal,E,SI2,61.9,56.0,5598.0,6.84,6.8,4.22 +48047,0.71,Very Good,I,SI1,60.4,63.0,1926.0,5.73,5.8,3.48 +21089,1.51,Good,G,SI1,63.1,56.0,9258.0,7.2,7.28,4.57 +33581,0.38,Ideal,H,VVS2,62.3,53.3,832.0,4.65,4.69,2.91 +22182,1.5,Premium,G,SI1,60.2,61.0,10219.0,7.28,7.2,4.36 +10450,1.14,Premium,I,SI1,62.2,58.0,4788.0,6.7,6.67,4.16 +46794,0.5,Premium,G,VVS2,62.1,61.0,1806.0,5.1,5.07,3.16 +48279,0.53,Ideal,D,VS2,62.1,55.0,1956.0,5.2,5.17,3.22 +41033,0.41,Ideal,E,VVS2,60.0,57.0,1187.0,4.81,4.85,2.9 +40196,0.57,Ideal,H,SI2,62.0,57.0,1121.0,5.3,5.35,3.3 +8137,1.01,Good,E,SI2,63.3,58.0,4355.0,6.37,6.39,4.04 +28506,0.3,Ideal,G,VS1,61.1,56.0,673.0,4.36,4.35,2.66 +14299,1.01,Very Good,F,SI1,62.3,55.0,5789.0,6.38,6.42,3.99 +45774,0.53,Ideal,E,VS2,61.4,55.0,1707.0,5.19,5.24,3.2 +39089,0.48,Ideal,I,VVS2,62.1,56.0,1061.0,5.01,5.04,3.12 +39092,0.32,Ideal,E,VVS1,61.6,56.0,1061.0,4.43,4.37,2.71 +2415,0.87,Very Good,H,SI1,62.2,57.0,3180.0,6.05,6.11,3.78 +28220,0.33,Premium,G,VS1,60.3,59.0,666.0,4.44,4.52,2.7 +40178,0.5,Ideal,F,SI2,60.5,56.0,1118.0,5.17,5.19,3.14 +4842,0.92,Premium,H,SI1,59.0,59.0,3709.0,6.36,6.31,3.74 +2023,0.9,Premium,H,SI2,62.4,61.0,3105.0,6.11,6.03,3.79 +14823,1.38,Ideal,J,SI2,62.6,56.0,5969.0,7.05,7.16,4.45 +40382,0.38,Ideal,F,VS1,62.1,55.0,1131.0,4.66,4.63,2.89 +28270,0.25,Good,E,VS1,63.3,60.0,361.0,3.99,4.04,2.54 +16630,1.01,Very Good,F,VS2,60.6,55.0,6649.0,6.5,6.56,3.96 +7394,0.33,Premium,H,VS1,61.5,58.0,579.0,4.39,4.46,2.72 +16953,1.15,Ideal,H,VS2,62.8,54.0,6772.0,6.7,6.75,4.22 +5764,1.01,Premium,J,VVS2,62.7,59.0,3897.0,6.46,6.39,4.03 +15589,1.39,Ideal,J,VS2,60.3,57.0,6252.0,7.24,7.26,4.37 +11549,1.23,Ideal,J,VS2,61.5,57.0,5030.0,6.85,6.9,4.23 +47584,0.7,Very Good,I,SI2,58.8,60.0,1876.0,5.8,5.83,3.42 +34933,0.32,Good,I,SI2,63.1,58.0,374.0,4.34,4.41,2.76 +22878,1.32,Ideal,E,VS2,62.0,56.0,10919.0,7.02,7.07,4.37 +37827,0.33,Ideal,E,VS1,60.2,57.0,1002.0,4.52,4.48,2.71 +6567,1.0,Premium,E,SI2,60.5,61.0,4077.0,6.38,6.31,3.84 +43190,0.46,Ideal,G,VVS1,62.2,57.0,1393.0,4.93,4.98,3.08 +22936,2.0,Premium,I,SI2,60.0,58.0,10976.0,8.23,8.17,4.92 +30552,0.31,Premium,E,VS1,60.0,59.0,734.0,4.38,4.42,2.64 +3739,0.33,Ideal,I,VVS1,61.7,55.7,570.0,4.43,4.45,2.74 +10028,0.23,Very Good,G,VVS1,60.2,59.0,415.0,4.0,4.01,2.41 +23685,1.51,Fair,G,VS1,64.9,55.0,11739.0,7.25,7.14,4.67 +19808,1.51,Very Good,H,SI2,60.8,56.0,8372.0,7.41,7.46,4.52 +6239,0.71,Ideal,H,IF,61.2,56.0,4007.0,5.76,5.86,3.54 +41502,0.58,Very Good,E,SI2,63.1,58.0,1234.0,5.29,5.32,3.35 +33325,0.35,Ideal,D,SI1,61.6,56.0,827.0,4.53,4.49,2.78 +7401,0.33,Ideal,H,VS1,60.2,57.0,579.0,4.5,4.54,2.72 +36515,0.3,Premium,F,VVS2,61.0,59.0,945.0,4.33,4.3,2.63 +34978,0.25,Ideal,H,VS2,61.0,55.0,472.0,4.11,4.09,2.5 +42723,0.52,Ideal,E,SI1,62.1,54.0,1341.0,5.17,5.2,3.22 +53384,0.7,Ideal,F,SI1,61.7,54.0,2662.0,5.72,5.75,3.54 +44280,0.49,Premium,E,VS1,58.1,62.0,1577.0,5.2,5.13,3.0 +31420,0.4,Ideal,H,VS2,61.8,54.5,764.0,4.74,4.77,2.94 +33275,0.28,Very Good,I,VS1,60.9,57.0,462.0,4.22,4.25,2.58 +41804,0.5,Very Good,F,SI1,62.3,60.0,1250.0,5.07,5.11,3.17 +23333,1.52,Ideal,H,VS2,61.9,55.0,11379.0,7.38,7.43,4.58 +32171,0.37,Premium,G,VVS2,62.2,58.0,787.0,4.56,4.6,2.85 +52505,0.72,Ideal,E,SI2,61.4,55.0,2526.0,5.78,5.8,3.56 +12565,1.06,Ideal,H,SI1,63.0,55.0,5278.0,6.49,6.44,4.08 +4546,1.0,Premium,G,SI2,63.0,56.0,3640.0,6.37,6.33,4.0 +11085,0.81,Ideal,F,VVS2,62.2,53.9,4926.0,5.97,6.01,3.72 +25029,0.34,Very Good,G,VS1,62.2,55.0,640.0,4.48,4.52,2.8 +29313,0.31,Premium,H,VS1,59.9,59.0,698.0,4.4,4.38,2.63 +22561,1.23,Very Good,F,VS1,59.3,59.0,10609.0,6.98,7.01,4.15 +38950,0.31,Ideal,H,VS2,62.0,57.0,489.0,4.33,4.38,2.7 +51599,0.7,Good,I,VVS2,63.3,55.0,2394.0,5.61,5.67,3.57 +46902,0.56,Premium,D,SI1,60.6,59.0,1814.0,5.36,5.34,3.24 +592,0.7,Premium,E,VS1,62.6,59.0,2837.0,5.69,5.66,3.55 +36633,0.41,Premium,D,SI1,59.2,62.0,947.0,4.85,4.82,2.86 +1085,0.71,Ideal,H,VS1,61.2,56.0,2909.0,5.76,5.81,3.54 +46796,0.5,Good,G,VVS2,63.9,58.0,1806.0,5.05,5.0,3.21 +12362,0.26,Very Good,E,VVS2,61.5,58.0,597.0,4.08,4.12,2.52 +23861,2.03,Ideal,J,SI2,63.2,55.0,11951.0,7.99,8.03,5.06 +14521,1.01,Premium,G,VS2,61.6,61.0,5864.0,6.46,6.36,3.95 +28100,0.31,Very Good,F,SI1,63.1,57.0,663.0,4.31,4.28,2.71 +19491,1.0,Premium,D,VS1,59.7,60.0,8124.0,6.45,6.42,3.84 +7811,0.91,Premium,H,VS2,60.6,58.0,4293.0,6.3,6.25,3.8 +15069,1.03,Premium,D,SI1,61.2,54.0,6056.0,6.61,6.53,4.02 +10773,1.02,Ideal,F,SI2,61.3,56.0,4855.0,6.5,6.48,3.98 +42123,0.58,Ideal,I,VS2,62.0,54.0,1279.0,5.35,5.39,3.33 +36256,0.41,Premium,E,VS2,61.3,58.0,935.0,4.74,4.79,2.92 +7841,1.13,Ideal,E,SI2,62.4,56.0,4303.0,6.66,6.63,4.15 +31425,0.3,Ideal,H,IF,61.2,55.0,764.0,4.36,4.37,2.67 +27136,2.54,Ideal,G,SI2,62.7,56.0,17339.0,8.75,8.67,5.46 +28239,0.33,Ideal,G,VS1,61.4,54.0,666.0,4.44,4.48,2.74 +12259,1.01,Ideal,D,SI2,62.5,57.0,5206.0,6.39,6.35,3.98 +34629,0.31,Ideal,E,VS2,60.8,54.0,872.0,4.4,4.39,2.67 +10315,1.03,Premium,D,SI2,61.7,58.0,4764.0,6.5,6.47,4.0 +34022,0.35,Ideal,E,VVS2,62.6,53.0,849.0,4.52,4.55,2.84 +22208,1.5,Good,H,VS1,63.4,59.0,10256.0,7.2,7.29,4.59 +5283,0.9,Good,D,SI2,59.5,62.0,3798.0,6.2,6.23,3.7 +21790,1.56,Very Good,I,VS1,62.7,58.0,9857.0,7.42,7.37,4.64 +19457,1.42,Premium,H,SI1,62.3,58.0,8102.0,7.15,7.19,4.47 +24872,1.57,Premium,F,SI1,58.3,58.0,13288.0,7.72,7.68,4.49 +5292,0.9,Premium,E,SI1,62.3,61.0,3800.0,6.17,6.12,3.83 +25341,2.0,Good,H,VS2,57.3,59.0,14042.0,8.27,8.24,4.73 +3272,1.0,Very Good,I,SI2,58.3,63.0,3360.0,6.53,6.5,3.8 +26750,2.22,Very Good,I,SI2,63.2,57.0,16547.0,8.28,8.23,5.22 +17217,1.35,Very Good,I,VS2,61.7,59.0,6884.0,7.05,7.09,4.36 +51188,0.7,Premium,F,SI1,62.8,59.0,2348.0,5.66,5.59,3.53 +41878,0.5,Fair,G,VS1,67.6,56.0,1257.0,5.02,4.89,3.35 +10832,0.92,Ideal,E,SI2,62.3,56.0,4871.0,6.21,6.25,3.88 +34033,0.4,Very Good,D,VS2,59.3,58.0,850.0,4.8,4.85,2.86 +11136,1.0,Premium,F,SI1,59.3,60.0,4939.0,6.61,6.57,3.91 +38903,0.33,Ideal,E,VVS1,61.7,56.0,1052.0,4.48,4.46,2.76 +51570,0.7,Ideal,I,VS2,62.5,54.0,2390.0,5.68,5.71,3.56 +51454,0.75,Fair,D,SI1,65.1,57.0,2376.0,5.64,5.6,3.66 +21606,1.52,Ideal,G,SI1,60.7,57.0,9704.0,7.41,7.38,4.49 +2312,0.77,Very Good,D,SI1,60.3,58.0,3166.0,5.89,5.96,3.57 +6301,1.14,Premium,J,SI2,62.3,56.0,4022.0,6.73,6.66,4.17 +9775,1.12,Premium,D,SI2,59.5,59.0,4663.0,6.8,6.75,4.03 +53610,0.72,Premium,G,VVS2,60.7,60.0,2703.0,5.87,5.8,3.54 +22806,1.53,Premium,H,VS2,59.9,60.0,10827.0,7.5,7.46,4.48 +52735,0.71,Very Good,I,VVS1,63.3,57.0,2559.0,5.65,5.69,3.59 +49623,0.3,Ideal,I,VS2,62.6,56.0,540.0,4.31,4.29,2.69 +45590,0.52,Premium,G,VS1,62.6,59.0,1689.0,5.08,5.11,3.19 +10233,1.01,Premium,H,VS2,62.6,60.0,4745.0,6.39,6.36,3.99 +12200,1.21,Very Good,I,SI1,61.2,62.0,5190.0,6.81,6.84,4.18 +38872,0.4,Premium,F,VS1,62.9,58.0,1050.0,4.71,4.67,2.95 +11767,1.1,Very Good,I,VS1,60.2,59.0,5082.0,6.67,6.71,4.03 +52814,0.71,Premium,H,VS1,59.1,61.0,2572.0,5.87,5.83,3.46 +38057,0.57,Premium,D,SI2,61.3,59.0,1012.0,5.32,5.28,3.25 +1250,0.72,Ideal,H,VVS1,62.2,56.0,2946.0,5.72,5.75,3.57 +36380,0.44,Ideal,H,SI1,61.9,57.0,941.0,4.92,4.9,3.04 +22092,1.0,Very Good,D,VVS2,61.7,58.0,10113.0,6.37,6.41,3.94 +6543,1.01,Very Good,F,SI2,63.1,57.0,4072.0,6.37,6.3,4.0 +48657,0.34,Premium,I,VS1,59.5,59.0,537.0,4.55,4.59,2.72 +34160,0.33,Ideal,G,VS1,62.1,55.0,854.0,4.46,4.43,2.76 +39956,0.33,Good,D,SI2,63.4,56.0,492.0,4.4,4.43,2.8 +49491,0.56,Ideal,E,VS1,61.8,55.0,2117.0,5.33,5.28,3.28 +46017,0.53,Premium,E,VS2,61.4,55.0,1727.0,5.24,5.21,3.21 +2278,0.77,Ideal,D,SI1,62.3,56.0,3158.0,5.84,5.87,3.65 +41653,0.59,Very Good,H,SI1,61.8,56.0,1239.0,5.39,5.43,3.35 +13261,1.31,Premium,J,SI1,62.5,55.0,5480.0,7.05,6.97,4.38 +31915,0.3,Premium,G,VS1,62.8,58.0,776.0,4.28,4.26,2.68 +38969,0.27,Ideal,G,VS1,62.3,56.0,490.0,4.14,4.16,2.58 +44746,0.5,Ideal,E,VS1,62.2,56.0,1619.0,5.1,5.13,3.18 +22188,1.59,Premium,I,VS2,60.2,60.0,10222.0,7.61,7.58,4.57 +39984,0.41,Premium,I,VVS1,61.9,57.0,1107.0,4.82,4.78,2.97 +21679,1.52,Very Good,D,SI2,59.1,58.0,9781.0,7.45,7.48,4.41 +35586,0.35,Ideal,D,VS2,60.5,56.0,907.0,4.63,4.6,2.79 +19766,1.2,Very Good,F,VS2,62.6,56.0,8334.0,6.73,6.78,4.23 +42693,0.54,Good,H,VS2,63.2,55.0,1338.0,5.2,5.24,3.3 +47116,0.61,Very Good,D,SI1,58.5,58.0,1828.0,5.54,5.64,3.27 +16866,1.24,Premium,H,SI1,60.4,59.0,6729.0,6.97,6.93,4.2 +53431,0.7,Ideal,F,SI1,61.1,56.0,2671.0,5.74,5.78,3.52 +484,0.73,Premium,E,SI1,59.6,61.0,2821.0,5.92,5.85,3.51 +45934,0.5,Ideal,G,VS2,62.2,54.0,1721.0,5.12,5.07,3.17 +45857,0.5,Very Good,H,VVS1,63.3,57.0,1715.0,5.06,5.02,3.19 +17868,1.01,Ideal,F,VS1,63.2,56.0,7209.0,6.35,6.41,4.03 +44621,0.57,Very Good,G,VS2,62.6,55.0,1608.0,5.26,5.31,3.31 +7583,1.26,Good,J,SI1,63.9,58.0,4255.0,6.78,6.74,4.32 +45702,0.6,Ideal,D,SI1,61.4,55.0,1698.0,5.43,5.45,3.34 +50384,0.7,Premium,H,VS2,61.0,59.0,2251.0,5.72,5.65,3.47 +20833,1.51,Very Good,E,SI2,62.8,59.0,9058.0,7.24,7.31,4.57 +12361,0.26,Very Good,E,VVS2,63.0,58.0,597.0,4.0,4.03,2.53 +2074,0.76,Premium,E,VS2,60.3,60.0,3107.0,5.97,5.94,3.59 +30306,0.41,Very Good,E,SI1,60.4,58.0,725.0,4.75,4.79,2.88 +15186,1.2,Very Good,E,SI1,62.6,58.0,6098.0,6.73,6.78,4.23 +49924,0.77,Fair,I,VS1,65.1,57.0,2184.0,5.65,5.77,3.72 +1316,0.72,Ideal,F,VS2,62.2,56.0,2956.0,5.75,5.73,3.57 +43945,0.31,Ideal,E,SI1,61.9,53.0,516.0,4.36,4.4,2.71 +20738,1.4,Ideal,H,VS2,63.0,56.0,8977.0,7.13,7.07,4.47 +36509,0.35,Ideal,D,VVS2,61.6,54.0,945.0,4.55,4.57,2.81 +22787,1.7,Very Good,J,VVS1,62.9,60.0,10808.0,7.56,7.61,4.77 +37840,0.33,Ideal,D,VS2,62.3,56.0,1002.0,4.46,4.43,2.77 +48241,0.86,Very Good,J,SI2,63.2,61.0,1950.0,6.05,5.97,3.79 +19025,0.27,Ideal,F,VVS1,61.0,57.0,620.0,4.2,4.22,2.57 +19705,0.37,Premium,F,SI2,60.7,57.0,624.0,4.67,4.62,2.82 +5030,1.01,Very Good,J,SI1,62.9,56.0,3749.0,6.35,6.4,4.01 +11046,0.25,Ideal,F,VS1,61.8,56.0,595.0,4.07,4.09,2.52 +7512,0.61,Ideal,D,VVS1,62.1,56.0,4241.0,5.43,5.46,3.38 +27026,2.02,Premium,H,SI2,61.5,58.0,17166.0,8.14,8.1,4.99 +40405,0.54,Ideal,G,SI2,61.8,54.0,1133.0,5.24,5.28,3.25 +49227,0.51,Ideal,F,VVS2,62.2,57.0,2082.0,5.12,5.14,3.19 +30155,0.45,Premium,J,SI2,60.9,57.0,720.0,4.95,4.9,3.05 +43965,0.32,Premium,H,SI2,61.8,55.0,517.0,4.42,4.35,2.71 +16995,1.01,Premium,E,VS2,62.7,57.0,6787.0,6.36,6.31,3.97 +4919,0.7,Ideal,G,VVS2,61.6,57.0,3725.0,5.74,5.71,3.53 +13296,1.06,Very Good,F,SI1,58.8,57.0,5491.0,6.67,6.76,3.95 +18063,1.14,Very Good,F,VS2,58.3,60.0,7293.0,6.87,6.91,4.02 +33165,0.39,Very Good,I,VVS2,62.7,58.0,817.0,4.65,4.67,2.92 +38202,0.44,Very Good,G,SI2,60.6,55.0,1016.0,4.94,4.96,3.0 +5440,0.93,Ideal,F,SI2,59.5,57.0,3828.0,6.37,6.33,3.78 +1135,0.71,Ideal,F,VS1,62.6,55.0,2920.0,5.71,5.67,3.56 +47832,0.57,Very Good,D,SI1,59.8,60.0,1906.0,5.4,5.34,3.21 +34480,0.39,Ideal,G,SI1,60.5,56.0,866.0,4.77,4.79,2.89 +33295,0.31,Very Good,G,SI1,63.0,58.0,462.0,4.3,4.34,2.72 +50424,0.83,Very Good,G,SI2,63.1,61.0,2259.0,5.96,5.92,3.75 +334,0.7,Good,G,VS1,65.1,58.0,2803.0,5.56,5.59,3.63 +26881,1.71,Ideal,G,VS2,61.8,57.0,16817.0,7.7,7.6,4.73 +1639,0.71,Very Good,F,VS1,61.8,60.0,3017.0,5.66,5.7,3.51 +22272,1.13,Ideal,F,VVS2,61.4,56.0,10327.0,6.77,6.72,4.14 +30127,0.32,Ideal,G,VS2,61.7,57.0,720.0,4.4,4.38,2.71 +4296,1.11,Premium,D,I1,61.9,58.0,3589.0,6.63,6.66,4.11 +41713,0.56,Ideal,D,SI2,61.3,56.0,1243.0,5.3,5.33,3.26 +20778,1.14,Ideal,G,VVS2,61.0,56.0,9013.0,6.74,6.76,4.12 +21526,1.2,Ideal,G,VS1,62.0,55.0,9625.0,6.81,6.87,4.24 +27933,0.24,Very Good,E,VS1,61.7,60.0,430.0,3.97,4.0,2.46 +9175,1.0,Very Good,D,SI2,59.4,60.0,4543.0,6.48,6.56,3.87 +26737,1.8,Ideal,F,SI1,61.8,57.0,16513.0,7.83,7.79,4.83 +6421,0.8,Ideal,F,VS2,60.9,57.0,4043.0,5.98,6.04,3.66 +34312,0.43,Very Good,E,SI2,63.4,57.0,858.0,4.82,4.77,3.04 +19037,0.31,Ideal,D,VS2,61.3,57.0,621.0,4.36,4.41,2.69 +11371,0.4,Very Good,G,SI2,61.9,61.0,596.0,4.69,4.74,2.92 +15302,1.29,Good,D,SI2,57.9,59.0,6140.0,7.22,7.18,4.17 +7149,0.91,Premium,D,SI1,59.3,58.0,4179.0,6.38,6.33,3.77 +4266,0.78,Ideal,H,VVS2,62.1,56.0,3581.0,5.88,5.9,3.66 +23377,0.33,Ideal,G,SI1,61.4,57.0,631.0,4.48,4.45,2.74 +42979,0.41,Ideal,E,VVS1,61.3,57.0,1367.0,4.77,4.79,2.93 +47914,0.7,Good,G,SI1,64.0,55.0,1915.0,5.59,5.62,3.59 +30647,0.3,Ideal,D,VS2,61.8,55.0,736.0,4.27,4.3,2.65 +33523,0.34,Ideal,E,VS2,62.2,57.0,829.0,4.46,4.42,2.76 +4566,1.16,Good,G,SI2,63.7,57.0,3644.0,6.59,6.56,4.19 +36976,0.4,Very Good,F,VVS2,63.0,57.0,963.0,4.63,4.7,2.94 +17009,1.33,Ideal,H,SI2,62.3,55.0,6791.0,7.01,7.08,4.39 +29768,0.3,Premium,I,VVS1,60.5,60.0,709.0,4.34,4.32,2.62 +36682,0.4,Very Good,F,VS1,62.0,56.0,951.0,4.71,4.73,2.92 +50630,0.23,Very Good,D,VS2,63.1,58.0,402.0,3.91,3.95,2.48 +13376,0.24,Ideal,F,VS1,61.3,56.0,419.0,4.0,4.03,2.46 +14205,1.01,Very Good,G,VS2,63.0,56.0,5759.0,6.35,6.41,4.02 +52721,0.74,Ideal,F,SI2,60.6,57.0,2555.0,5.88,5.84,3.55 +50687,0.54,Ideal,G,IF,61.2,57.0,2289.0,5.26,5.28,3.22 +51571,0.71,Good,E,SI2,62.2,56.0,2390.0,5.63,5.66,3.51 +41116,0.44,Ideal,F,VVS2,60.9,55.0,1196.0,4.92,4.96,3.01 +4520,1.0,Premium,G,SI1,60.1,61.0,3634.0,6.44,6.4,3.86 +4348,0.72,Ideal,E,VS2,61.4,56.0,3601.0,5.78,5.8,3.55 +49392,0.7,Very Good,D,SI2,63.7,58.0,2104.0,5.56,5.62,3.56 +46171,0.5,Premium,E,VS2,61.3,58.0,1746.0,5.12,5.06,3.12 +29944,0.32,Premium,E,I1,60.9,58.0,444.0,4.42,4.38,2.68 +12353,1.04,Ideal,I,VS1,61.8,56.0,5229.0,6.49,6.51,4.02 +44959,0.58,Ideal,E,SI1,61.6,55.0,1636.0,5.33,5.38,3.3 +16880,1.01,Ideal,G,VS2,61.0,56.0,6734.0,6.47,6.51,3.96 +25997,2.0,Ideal,I,SI1,62.9,59.0,15218.0,8.08,7.95,5.05 +46660,0.51,Ideal,D,VS2,61.5,55.0,1787.0,5.13,5.18,3.17 +13567,1.05,Good,H,VS1,63.3,57.0,5555.0,6.4,6.45,4.07 +12477,1.33,Good,J,VS2,57.4,62.0,5251.0,7.3,7.23,4.17 +9206,1.0,Ideal,G,SI2,62.0,53.0,4551.0,6.42,6.45,3.99 +6339,0.57,Very Good,D,IF,61.3,57.0,4032.0,5.33,5.41,3.29 +37179,0.32,Ideal,D,VS2,61.8,57.0,972.0,4.36,4.35,2.69 +34201,0.33,Ideal,F,VS2,61.9,57.0,854.0,4.42,4.4,2.73 +6578,1.0,Premium,I,VS1,60.6,58.0,4077.0,6.47,6.4,3.9 +16732,0.4,Very Good,E,SI2,58.7,57.0,611.0,4.88,4.94,2.88 +19568,1.48,Very Good,I,VS2,63.0,58.0,8196.0,7.16,7.19,4.52 +17439,1.09,Very Good,F,VS2,61.4,54.0,6990.0,6.66,6.7,4.1 +25601,2.17,Premium,H,SI1,59.9,61.0,14452.0,8.39,8.38,5.02 +17671,1.15,Ideal,H,VS1,62.7,57.0,7123.0,6.68,6.64,4.17 +687,0.86,Premium,H,SI1,62.7,59.0,2851.0,6.04,5.98,3.77 +14803,1.19,Very Good,E,SI1,58.0,63.0,5956.0,6.9,6.97,4.02 +526,1.17,Premium,J,I1,60.2,61.0,2825.0,6.9,6.83,4.13 +41294,0.51,Premium,E,SI2,60.7,56.0,1211.0,5.21,5.17,3.15 +11521,1.17,Very Good,G,SI1,63.3,61.0,5025.0,6.65,6.59,4.19 +7061,0.33,Very Good,G,VS2,60.9,56.0,579.0,4.46,4.5,2.73 +32353,0.31,Premium,E,VVS1,61.8,59.0,789.0,4.31,4.33,2.67 +11217,0.9,Very Good,F,VS1,62.4,59.0,4961.0,6.1,6.15,3.82 +36061,0.31,Ideal,G,IF,61.0,56.0,924.0,4.37,4.38,2.67 +6539,1.18,Good,E,SI2,63.6,57.0,4071.0,6.74,6.72,4.28 +32822,0.34,Ideal,E,VS1,61.8,57.0,805.0,4.47,4.5,2.77 +48850,0.73,Fair,G,SI1,65.5,56.0,2032.0,5.68,5.62,3.7 +32318,0.36,Premium,E,VS2,60.3,59.0,789.0,4.58,4.64,2.78 +10862,1.14,Very Good,G,SI2,62.4,60.0,4875.0,6.6,6.67,4.14 +53626,0.3,Good,I,VVS1,63.1,57.0,552.0,4.27,4.29,2.7 +8075,1.21,Premium,I,SI2,59.9,61.0,4337.0,6.89,6.85,4.11 +51894,0.6,Very Good,D,VS1,61.4,59.0,2431.0,5.41,5.44,3.33 +50467,0.72,Ideal,I,VS1,62.3,55.0,2265.0,5.79,5.69,3.58 +35458,0.49,Premium,J,SI2,59.8,59.0,900.0,5.14,5.12,3.07 +44734,0.57,Very Good,G,VS2,62.2,60.0,1617.0,5.28,5.3,3.29 +6694,0.31,Premium,G,SI2,61.3,58.0,408.0,4.37,4.4,2.69 +10487,1.02,Good,H,SI1,63.4,57.0,4796.0,6.36,6.42,4.05 +1064,0.31,Ideal,E,SI2,61.7,56.0,558.0,4.4,4.35,2.7 +13915,1.01,Ideal,H,SI1,61.2,56.0,5664.0,6.44,6.47,3.95 +48221,0.57,Ideal,G,VS1,62.1,56.0,1949.0,5.33,5.3,3.3 +28902,0.3,Very Good,G,VVS2,62.8,60.0,684.0,4.25,4.28,2.68 +17012,1.07,Ideal,G,VS1,61.8,57.0,6793.0,6.52,6.58,4.05 +22484,1.14,Ideal,E,VVS2,62.3,55.0,10512.0,6.68,6.71,4.17 +35603,0.31,Premium,H,VVS1,61.9,58.0,907.0,4.34,4.32,2.68 +427,0.91,Premium,G,SI2,59.8,58.0,2813.0,6.3,6.29,3.77 +46179,0.57,Premium,G,VS1,60.5,58.0,1746.0,5.39,5.32,3.24 +52145,0.62,Ideal,H,IF,61.9,55.0,2469.0,5.5,5.52,3.41 +42877,0.56,Fair,E,SI1,64.5,61.0,1358.0,5.22,5.09,3.33 +43566,0.51,Ideal,D,SI1,61.0,56.0,1431.0,5.15,5.17,3.15 +43039,0.5,Ideal,F,SI1,60.2,63.0,1374.0,5.12,5.15,3.09 +27309,2.05,Very Good,H,SI1,62.5,57.0,17811.0,8.09,8.07,5.05 +20862,1.54,Premium,H,VS2,60.3,60.0,9081.0,7.47,7.45,4.5 +51561,0.7,Very Good,I,VVS1,58.8,61.0,2389.0,5.78,5.82,3.41 +50205,0.8,Premium,J,SI1,60.1,57.0,2227.0,6.03,5.98,3.61 +24355,2.01,Premium,I,SI1,61.0,60.0,12617.0,8.16,8.11,4.96 +17667,0.94,Ideal,F,VS2,61.2,57.0,7120.0,6.29,6.33,3.86 +11251,1.21,Premium,J,VS2,61.9,58.0,4968.0,6.84,6.79,4.22 +29846,0.3,Premium,D,VS2,60.5,58.0,710.0,4.35,4.38,2.64 +8695,0.91,Premium,G,VS1,62.2,58.0,4459.0,6.22,6.12,3.85 +19769,1.01,Good,D,VS1,64.1,55.0,8339.0,6.29,6.38,4.06 +25043,0.3,Good,F,SI1,63.6,55.0,641.0,4.33,4.28,2.74 +44966,0.69,Premium,I,SI1,62.0,59.0,1636.0,5.66,5.63,3.5 +14178,1.17,Ideal,H,SI1,62.1,54.0,5751.0,6.83,6.77,4.22 +14981,1.03,Very Good,G,VS2,62.1,57.0,6036.0,6.41,6.48,4.0 +969,0.71,Very Good,F,VS1,62.6,55.0,2893.0,5.66,5.71,3.56 +2941,0.86,Very Good,G,SI1,62.9,55.0,3293.0,6.04,6.08,3.81 +35564,0.35,Ideal,G,VS1,62.5,55.0,906.0,4.55,4.51,2.83 +6541,1.01,Premium,I,SI1,61.8,58.0,4072.0,6.45,6.37,3.96 +18694,0.29,Ideal,E,VS1,61.2,56.0,619.0,4.27,4.29,2.61 +597,0.72,Premium,F,VS1,58.8,60.0,2838.0,5.91,5.89,3.47 +45565,0.52,Ideal,G,VS1,62.3,55.0,1689.0,5.14,5.16,3.21 +53900,0.72,Ideal,H,VVS2,62.3,56.0,2752.0,5.74,5.81,3.6 +38274,0.21,Very Good,E,VS2,63.2,54.0,386.0,3.82,3.78,2.4 +38934,0.4,Ideal,E,VS1,62.2,55.0,1053.0,4.72,4.76,2.95 +45639,0.25,Very Good,G,VVS1,61.4,56.0,525.0,4.04,4.07,2.49 +11908,1.0,Very Good,F,SI1,63.5,56.0,5122.0,6.28,6.35,4.01 +34668,0.31,Premium,E,VS2,62.7,58.0,872.0,4.33,4.31,2.71 +23147,1.02,Premium,E,VVS1,61.5,59.0,11163.0,6.46,6.41,3.96 +40323,0.36,Ideal,D,VVS2,61.0,56.0,1126.0,4.57,4.61,2.8 +1530,0.71,Ideal,F,SI1,61.9,56.0,2999.0,5.69,5.74,3.54 +36251,0.41,Ideal,E,VS2,62.1,57.0,935.0,4.74,4.79,2.96 +4332,1.02,Premium,J,SI2,62.6,60.0,3599.0,6.42,6.39,4.01 +43474,0.41,Ideal,E,IF,62.1,54.0,1419.0,4.75,4.81,2.97 +37327,0.49,Premium,F,SI2,60.8,60.0,980.0,5.12,5.04,3.09 +21448,1.11,Premium,F,VVS2,59.2,59.0,9548.0,6.82,6.79,4.03 +43099,0.57,Fair,E,SI1,64.6,59.0,1383.0,5.22,5.18,3.36 +31883,0.3,Premium,G,VS1,59.6,59.0,776.0,4.38,4.34,2.6 +17579,1.06,Very Good,E,VS2,61.0,60.0,7079.0,6.57,6.53,4.0 +26948,1.71,Ideal,G,VS1,63.0,56.0,17009.0,7.65,7.58,4.8 +51712,0.7,Very Good,F,SI1,63.5,56.0,2401.0,5.58,5.66,3.57 +31531,0.34,Ideal,E,SI1,62.2,55.0,765.0,4.49,4.45,2.78 +15170,1.0,Premium,G,VS1,60.9,60.0,6097.0,6.45,6.42,3.92 +44967,0.7,Premium,G,SI2,58.9,59.0,1636.0,5.73,5.7,3.37 +17038,1.55,Ideal,J,SI2,62.0,56.0,6805.0,7.42,7.38,4.59 +35164,0.4,Ideal,D,VS2,62.2,54.0,891.0,4.73,4.76,2.95 +10687,1.0,Good,F,SI1,63.8,57.0,4844.0,6.21,6.29,3.99 +30644,0.42,Good,D,SI1,63.3,58.0,735.0,4.73,4.75,3.0 +51683,0.74,Premium,G,SI2,63.0,56.0,2398.0,5.77,5.75,3.63 +52213,0.9,Very Good,J,SI2,62.9,55.0,2482.0,6.13,6.17,3.87 +24015,1.52,Ideal,F,SI1,62.2,56.0,12183.0,7.41,7.31,4.58 +22384,1.31,Very Good,D,VS2,59.5,61.0,10409.0,7.16,7.19,4.27 +22669,1.53,Premium,D,SI1,61.6,58.0,10712.0,7.35,7.42,4.55 +31977,0.26,Very Good,F,VS2,59.0,59.0,453.0,4.19,4.25,2.49 +30697,0.42,Premium,G,SI1,61.7,58.0,737.0,4.76,4.8,2.95 +46846,0.53,Ideal,F,VS1,62.1,57.0,1812.0,5.16,5.21,3.22 +49012,0.71,Very Good,I,VS2,62.3,58.0,2052.0,5.68,5.72,3.55 +26339,2.07,Very Good,I,SI1,62.3,60.0,15847.0,8.12,8.16,5.07 +26937,1.68,Ideal,G,VS1,62.0,55.0,16985.0,7.59,7.66,4.73 +21046,0.31,Ideal,H,VVS2,61.8,56.0,625.0,4.34,4.36,2.69 +29253,0.32,Ideal,G,VVS2,61.3,55.0,698.0,4.4,4.44,2.71 +32832,0.33,Ideal,H,IF,61.8,55.2,806.0,4.44,4.47,2.76 +48564,0.52,Ideal,D,VS1,60.9,56.0,1991.0,5.19,5.22,3.17 +13470,1.21,Premium,J,VVS2,61.7,60.0,5531.0,6.85,6.82,4.22 +31759,0.44,Ideal,G,SI1,61.5,57.0,772.0,4.87,4.88,3.0 +31099,0.41,Ideal,I,VVS2,61.6,56.0,753.0,4.79,4.82,2.96 +9233,1.02,Good,D,SI1,64.3,54.0,4558.0,6.32,6.27,4.05 +16980,1.37,Very Good,G,SI2,63.4,61.0,6781.0,6.95,7.03,4.43 +52468,0.76,Very Good,H,VS2,63.4,58.0,2517.0,5.78,5.74,3.65 +7874,0.9,Very Good,H,VS1,62.9,58.0,4309.0,6.06,6.12,3.83 +17449,1.01,Good,D,VS2,62.1,59.0,6998.0,6.28,6.35,3.92 +19618,1.27,Very Good,H,VS1,60.7,54.0,8235.0,7.01,7.05,4.27 +27178,1.5,Good,E,VVS2,64.3,58.0,17449.0,7.2,7.13,4.61 +6247,0.9,Ideal,G,SI1,61.9,59.0,4008.0,6.16,6.19,3.82 +32665,0.31,Premium,G,VS1,59.5,59.0,802.0,4.47,4.4,2.64 +36385,0.38,Premium,D,SI1,60.7,60.0,941.0,4.69,4.63,2.83 +49277,0.54,Ideal,G,VVS2,61.4,55.0,2090.0,5.3,5.22,3.23 +13400,0.32,Very Good,F,VS2,63.0,57.0,602.0,4.33,4.37,2.74 +38516,0.36,Ideal,D,VVS2,62.0,54.0,1033.0,4.57,4.63,2.85 +51806,0.75,Premium,G,SI1,60.4,58.0,2415.0,5.88,5.84,3.54 +5962,0.9,Good,F,SI1,57.5,60.0,3950.0,6.33,6.37,3.65 +2822,0.93,Ideal,F,SI2,62.0,57.0,3266.0,6.31,6.28,3.9 +37727,0.34,Premium,G,VVS2,61.7,56.0,995.0,4.51,4.47,2.77 +48375,0.68,Very Good,F,SI1,60.1,57.9,1964.0,5.69,5.74,3.43 +36609,0.34,Very Good,E,SI2,62.5,59.0,477.0,4.43,4.46,2.78 +29306,0.25,Ideal,G,VS1,62.0,54.0,438.0,4.06,4.07,2.52 +17951,1.14,Ideal,G,VS1,62.5,56.0,7255.0,6.69,6.66,4.17 +49526,0.54,Ideal,G,VVS1,62.2,56.0,2123.0,5.2,5.22,3.24 +22392,2.0,Good,G,SI2,64.3,60.0,10416.0,7.87,7.83,5.05 +14963,1.21,Premium,H,SI1,59.5,58.0,6025.0,7.02,6.96,4.16 +10532,1.01,Good,D,SI2,63.6,56.0,4805.0,6.38,6.33,4.04 +17933,1.2,Ideal,G,VS2,62.8,57.0,7243.0,6.78,6.72,4.24 +35071,0.32,Very Good,F,VVS1,61.5,57.0,886.0,4.38,4.41,2.7 +49538,0.72,Very Good,E,SI2,59.4,63.0,2125.0,5.87,5.82,3.47 +12272,1.29,Very Good,J,SI1,61.2,58.0,5209.0,6.97,7.02,4.28 +3234,0.73,Very Good,E,VS1,62.1,60.0,3353.0,5.71,5.79,3.57 +51094,0.71,Ideal,F,SI1,60.9,56.0,2335.0,5.79,5.81,3.53 +424,0.99,Fair,J,SI1,55.0,61.0,2812.0,6.72,6.67,3.68 +25527,1.61,Ideal,G,VS1,61.9,55.0,14341.0,7.58,7.55,4.68 +32264,0.3,Very Good,G,VVS1,62.7,59.0,789.0,4.22,4.27,2.66 +35008,0.4,Very Good,F,SI1,63.3,58.0,882.0,4.72,4.69,2.98 +12299,1.21,Premium,I,SI1,62.8,57.0,5218.0,6.74,6.67,4.21 +19499,1.23,Ideal,G,VS2,61.5,54.0,8133.0,6.92,6.89,4.25 +5369,0.79,Ideal,D,VS2,61.3,57.0,3818.0,5.95,6.0,3.66 +18006,1.0,Very Good,D,VS1,60.0,60.0,7281.0,6.44,6.49,3.88 +41265,0.31,Ideal,H,VS2,62.1,53.8,502.0,4.33,4.37,2.7 +40837,0.4,Ideal,D,VS2,61.7,56.0,1172.0,4.72,4.74,2.92 +24397,2.11,Fair,G,SI2,65.0,56.0,12633.0,8.06,8.01,5.22 +25733,2.53,Premium,H,SI2,62.6,60.0,14659.0,8.66,8.55,5.39 +10421,1.03,Ideal,I,SI1,62.2,54.0,4782.0,6.46,6.5,4.03 +46324,0.69,Very Good,H,SI1,62.5,57.6,1757.0,5.66,5.72,3.55 +5186,0.9,Good,G,SI1,63.8,61.0,3774.0,6.09,6.05,3.87 +16710,0.3,Very Good,E,SI2,61.7,61.0,421.0,4.29,4.33,2.66 +3094,0.9,Good,F,SI2,63.2,58.0,3318.0,6.09,6.12,3.86 +39669,0.42,Ideal,G,VS2,61.7,57.0,1087.0,4.83,4.8,2.97 +23931,1.5,Very Good,D,SI1,60.0,59.0,12060.0,7.41,7.46,4.46 +4684,0.71,Ideal,D,SI1,60.6,56.0,3674.0,5.78,5.81,3.51 +46460,0.54,Ideal,F,VS1,61.1,57.0,1774.0,5.28,5.3,3.23 +18019,1.01,Very Good,E,VS2,59.5,60.0,7290.0,6.5,6.54,3.88 +14452,1.2,Ideal,H,VS2,63.0,56.0,5833.0,6.74,6.65,4.22 +3542,1.01,Premium,I,SI2,61.6,59.0,3411.0,6.4,6.35,3.93 +13966,1.01,Very Good,H,VVS2,59.6,63.0,5684.0,6.55,6.47,3.88 +22353,0.31,Ideal,H,VS2,62.2,53.0,628.0,4.43,4.38,2.74 +10997,1.17,Good,H,SI2,63.8,58.0,4914.0,6.73,6.57,4.24 +41162,0.38,Ideal,D,VVS2,61.3,56.0,1200.0,4.63,4.73,2.87 +40676,0.5,Premium,E,SI1,62.3,60.0,1155.0,5.16,5.08,3.19 +42430,0.55,Ideal,F,SI2,61.1,56.0,1313.0,5.25,5.33,3.24 +42850,0.41,Ideal,F,VVS1,62.3,55.0,1356.0,4.79,4.74,2.97 +23897,1.5,Very Good,E,SI1,60.4,59.0,12000.0,7.35,7.39,4.45 +2513,0.74,Ideal,F,VS2,62.1,56.0,3200.0,5.83,5.79,3.61 +18311,1.11,Ideal,G,VS2,61.4,56.0,7443.0,6.65,6.7,4.1 +7807,1.03,Very Good,J,VS1,63.4,58.0,4292.0,6.36,6.42,4.05 +46348,0.9,Fair,H,I1,66.9,63.0,1758.0,6.04,5.91,4.0 +17151,1.5,Good,H,SI2,60.8,64.0,6846.0,7.27,7.2,4.4 +44750,0.52,Premium,I,VVS1,63.0,58.0,1619.0,5.12,5.1,3.22 +49517,0.73,Ideal,I,SI1,62.0,56.0,2122.0,5.75,5.8,3.58 +11426,1.0,Good,G,VS2,63.6,58.0,5002.0,6.26,6.35,4.01 +13723,0.38,Ideal,E,SI2,61.5,55.0,603.0,4.69,4.72,2.89 +42675,0.53,Premium,G,VS2,59.9,60.0,1335.0,5.24,5.28,3.15 +52875,0.71,Ideal,I,VS2,61.6,57.0,2582.0,5.7,5.62,3.49 +2861,0.72,Ideal,H,VS1,61.6,56.0,3274.0,5.76,5.79,3.55 +16554,1.01,Very Good,G,VS1,62.2,53.0,6613.0,6.48,6.54,4.05 +39130,0.41,Premium,G,VS2,61.4,59.0,1061.0,4.79,4.75,2.93 +25378,0.31,Ideal,E,VS2,61.7,55.0,642.0,4.35,4.37,2.69 +43798,0.51,Ideal,H,VS2,60.8,57.0,1442.0,5.14,5.16,3.13 +8314,1.0,Good,H,SI1,61.2,62.0,4389.0,6.32,6.36,3.88 +12680,1.15,Ideal,H,SI2,62.5,58.0,5306.0,6.65,6.69,4.17 +32584,0.31,Ideal,F,VVS1,61.9,55.0,801.0,4.37,4.42,2.72 +27,0.24,Premium,I,VS1,62.5,57.0,355.0,3.97,3.94,2.47 +37002,0.5,Premium,I,SI1,61.7,58.0,965.0,5.09,5.15,3.16 +51134,0.53,Ideal,D,VS1,61.6,56.0,2340.0,5.23,5.19,3.21 +32564,0.31,Ideal,E,VS1,61.3,55.0,800.0,4.4,4.43,2.7 +27605,2.15,Ideal,H,SI1,61.5,60.0,18470.0,8.17,8.29,5.06 +49870,0.53,Very Good,F,VVS2,61.4,57.0,2175.0,5.2,5.22,3.2 +37655,0.42,Ideal,F,SI1,60.6,57.0,992.0,4.9,4.84,2.95 +2903,0.72,Ideal,E,VS1,62.6,57.0,3283.0,5.69,5.72,3.57 +40579,0.5,Very Good,G,SI1,62.3,58.0,1153.0,5.06,5.08,3.16 +42539,0.4,Ideal,D,VVS2,61.9,56.0,1323.0,4.76,4.74,2.94 +20134,1.55,Premium,H,VS1,60.8,60.0,8593.0,7.54,7.5,4.57 +24436,1.51,Ideal,D,SI1,62.3,56.0,12688.0,7.3,7.4,4.58 +41951,0.23,Very Good,F,VVS2,60.4,61.0,505.0,3.93,3.95,2.38 +3545,0.74,Very Good,G,VVS2,61.3,56.0,3413.0,5.85,5.9,3.6 +43991,0.3,Very Good,J,VS1,62.7,59.0,394.0,4.24,4.28,2.67 +23840,1.01,Very Good,D,VVS1,63.9,56.0,11923.0,6.32,6.36,4.05 +39280,0.34,Good,H,SI1,63.7,57.0,490.0,4.44,4.45,2.83 +50522,0.7,Fair,G,VS2,57.3,63.0,2273.0,5.78,5.84,3.33 +22377,0.31,Very Good,H,VS2,63.1,57.0,628.0,4.32,4.27,2.71 +45820,0.53,Ideal,H,IF,60.2,56.0,1712.0,5.29,5.32,3.19 +10317,1.03,Ideal,D,SI2,62.8,56.0,4764.0,6.46,6.43,4.05 +1216,0.77,Premium,D,SI1,59.5,60.0,2939.0,6.01,5.95,3.56 +46340,0.51,Premium,E,VS1,62.0,61.0,1758.0,5.14,5.11,3.18 +42993,0.39,Ideal,F,IF,61.9,57.0,1368.0,4.68,4.69,2.9 +4747,0.7,Ideal,F,VVS1,62.5,57.0,3683.0,5.62,5.67,3.53 +6474,0.9,Ideal,F,SI1,62.5,56.0,4054.0,6.13,6.16,3.84 +53853,0.83,Ideal,J,VS2,62.3,55.0,2742.0,6.01,6.03,3.75 +26452,2.07,Very Good,H,SI2,63.3,56.0,15992.0,8.1,8.08,5.12 +22879,1.5,Ideal,H,VS2,62.3,56.0,10920.0,7.34,7.29,4.56 +30772,0.32,Ideal,F,VVS2,62.1,56.0,741.0,4.4,4.46,2.75 +9138,1.1,Ideal,H,SI2,62.6,56.0,4537.0,6.57,6.65,4.14 +18981,1.5,Premium,H,SI2,62.2,60.0,7812.0,7.29,7.24,4.52 +42956,0.3,Premium,J,VS1,62.7,59.0,506.0,4.28,4.24,2.67 +32553,0.3,Ideal,G,IF,62.4,55.0,799.0,4.3,4.32,2.69 +22254,1.18,Ideal,G,VVS2,61.3,55.0,10308.0,6.86,6.81,4.19 +20049,0.28,Ideal,D,VS2,62.4,57.0,625.0,4.2,4.16,2.61 +14909,1.2,Very Good,H,VS2,63.3,57.0,6000.0,6.78,6.68,4.26 +12023,1.15,Ideal,J,VS1,61.5,55.0,5152.0,6.81,6.76,4.17 +38586,0.41,Ideal,F,VVS2,62.1,55.0,1036.0,4.77,4.79,2.97 +33293,0.31,Premium,D,SI2,62.1,59.0,462.0,4.31,4.35,2.69 +31645,0.27,Ideal,H,VS2,61.7,56.0,451.0,4.13,4.17,2.56 +4108,0.74,Ideal,G,VVS1,62.1,54.0,3537.0,5.8,5.83,3.61 +51189,0.7,Premium,F,SI1,61.6,55.0,2348.0,5.7,5.66,3.5 +22311,1.17,Ideal,F,VVS2,61.9,54.0,10351.0,6.76,6.82,4.2 +27581,1.6,Ideal,F,VS2,62.0,55.0,18421.0,7.49,7.54,4.66 +12762,1.21,Very Good,H,SI2,62.6,61.0,5324.0,6.7,6.75,4.21 +10911,1.04,Premium,H,SI1,59.5,58.0,4890.0,6.58,6.67,3.94 +15143,0.94,Very Good,G,VVS1,63.3,57.0,6088.0,6.21,6.14,3.91 +38701,0.37,Ideal,E,VS2,62.3,56.0,1041.0,4.59,4.56,2.85 +47695,0.5,Ideal,G,VVS1,62.2,54.0,1883.0,5.1,5.13,3.18 +46053,0.51,Ideal,E,SI1,61.4,56.0,1732.0,5.14,5.16,3.16 +7831,1.01,Very Good,F,SI2,61.8,56.0,4298.0,6.43,6.38,3.96 +51172,0.5,Ideal,E,VVS2,62.2,57.0,2346.0,5.08,5.05,3.15 +31762,0.4,Premium,D,SI1,61.1,58.0,772.0,4.74,4.75,2.9 +29475,0.4,Premium,G,SI1,62.0,59.0,702.0,4.71,4.74,2.93 +49136,0.56,Ideal,D,VS2,61.6,56.0,2066.0,5.31,5.27,3.26 +53929,0.79,Premium,E,SI2,61.4,58.0,2756.0,6.03,5.96,3.68 +52096,0.7,Very Good,E,SI1,62.6,56.0,2459.0,5.65,5.69,3.55 +42952,0.3,Premium,J,VS1,61.2,61.0,506.0,4.33,4.3,2.64 +39057,0.39,Very Good,F,VVS2,63.5,58.0,1058.0,4.65,4.61,2.94 +34890,0.35,Premium,F,VS2,60.4,59.0,879.0,4.57,4.54,2.75 +34204,0.33,Premium,F,VS2,61.9,57.0,854.0,4.44,4.42,2.74 +45783,0.67,Good,I,VS2,60.7,61.4,1708.0,5.6,5.64,3.41 +10704,1.11,Very Good,G,SI2,63.2,56.0,4848.0,6.61,6.56,4.16 +37021,0.33,Premium,G,VVS2,61.2,57.0,965.0,4.44,4.42,2.71 +35831,0.4,Ideal,G,VVS2,61.1,57.0,915.0,4.72,4.78,2.9 +40843,0.4,Very Good,G,IF,62.3,59.0,1173.0,4.67,4.7,2.92 +10128,1.11,Ideal,H,SI2,62.6,56.0,4719.0,6.58,6.65,4.14 +46369,0.54,Premium,G,VS1,61.1,60.0,1760.0,5.28,5.23,3.21 +41554,0.41,Ideal,F,VVS1,62.3,56.0,1236.0,4.79,4.77,2.98 +50918,0.7,Very Good,D,SI1,62.5,63.0,2318.0,5.7,5.63,3.54 +7804,1.02,Very Good,G,SI2,61.6,61.0,4291.0,6.46,6.47,3.98 +17129,1.23,Premium,D,SI2,62.3,58.0,6833.0,6.81,6.78,4.23 +22700,0.35,Good,E,SI2,63.9,55.0,630.0,4.5,4.48,2.87 +40111,0.41,Ideal,F,VVS2,61.9,55.0,1115.0,4.78,4.79,2.96 +13582,1.0,Very Good,I,VS1,60.8,59.0,5557.0,6.39,6.44,3.9 +10971,1.14,Ideal,J,VS2,61.4,55.0,4906.0,6.74,6.77,4.15 +47332,0.23,Very Good,E,VVS1,61.3,59.0,530.0,3.93,3.97,2.42 +38803,0.31,Very Good,G,VVS1,63.1,56.0,1046.0,4.35,4.33,2.74 +13769,1.35,Very Good,J,SI1,61.1,61.0,5613.0,7.1,7.13,4.35 +21195,1.51,Very Good,I,VS1,63.0,59.0,9343.0,7.28,7.3,4.59 +37110,0.38,Ideal,G,SI1,61.6,56.0,969.0,4.68,4.63,2.86 +12504,1.09,Ideal,D,SI2,62.1,56.0,5258.0,6.59,6.56,4.08 +24093,1.75,Premium,E,SI2,60.9,59.0,12238.0,7.78,7.75,4.73 +26320,1.59,Ideal,G,VVS2,62.6,55.0,15823.0,7.47,7.44,4.67 +5955,1.0,Good,G,SI2,63.8,56.0,3949.0,6.23,6.31,4.0 +34868,0.3,Very Good,G,VVS2,63.5,54.0,878.0,4.26,4.25,2.7 +39782,0.36,Ideal,D,VS2,61.6,56.0,1094.0,4.57,4.55,2.81 +11854,1.11,Ideal,H,SI1,62.0,56.0,5102.0,6.65,6.61,4.11 +53236,0.72,Ideal,I,VVS1,61.3,57.0,2642.0,5.74,5.77,3.53 +19179,1.46,Premium,G,SI2,59.5,59.0,7931.0,7.34,7.29,4.35 +30891,0.42,Ideal,E,SI1,62.1,55.0,743.0,4.79,4.81,2.98 +38674,0.44,Premium,E,SI1,62.2,60.0,1040.0,4.86,4.79,3.0 +42130,0.58,Ideal,F,SI2,61.8,56.0,1279.0,5.42,5.39,3.34 +7814,1.01,Very Good,J,SI1,62.2,57.0,4295.0,6.35,6.39,3.96 +52224,0.7,Very Good,H,VS1,63.3,59.0,2484.0,5.62,5.66,3.57 +28570,0.3,Ideal,H,VS1,62.9,57.0,675.0,4.29,4.26,2.69 +33172,0.43,Very Good,G,VS1,58.4,60.0,817.0,4.95,4.98,2.9 +26967,2.13,Premium,F,SI2,61.5,58.0,17045.0,8.28,8.33,5.11 +52678,0.76,Very Good,I,VS2,63.3,57.0,2551.0,5.79,5.83,3.68 +28036,0.3,Ideal,F,VS1,62.0,55.0,658.0,4.3,4.34,2.68 +40274,0.31,Ideal,G,SI1,61.8,55.0,493.0,4.38,4.42,2.72 +43234,0.57,Very Good,F,SI2,63.5,56.0,1397.0,5.28,5.25,3.34 +29720,0.31,Good,G,VVS2,63.8,56.0,707.0,4.24,4.28,2.72 +23345,0.3,Ideal,G,SI2,62.1,58.0,422.0,4.27,4.3,2.66 +43600,0.3,Ideal,H,VS1,62.1,57.0,507.0,4.27,4.3,2.66 +22530,1.51,Premium,E,SI2,60.6,59.0,10570.0,7.47,7.41,4.51 +51607,0.7,Fair,F,SI2,65.1,52.0,2394.0,5.64,5.57,3.65 +22503,1.33,Ideal,G,VS1,62.0,55.0,10539.0,7.12,7.07,4.4 +27671,2.03,Premium,G,VS2,59.6,60.0,18680.0,8.27,8.21,4.91 +52498,0.71,Very Good,D,SI1,63.3,59.0,2525.0,5.55,5.66,3.55 +50735,0.75,Premium,H,SI2,63.0,58.0,2295.0,5.79,5.76,3.64 +36981,0.38,Ideal,F,VVS2,61.3,55.0,963.0,4.71,4.72,2.89 +51595,0.7,Good,E,VS2,63.0,61.0,2394.0,5.51,5.64,3.51 +31875,0.3,Good,H,VVS2,63.6,55.0,776.0,4.28,4.24,2.71 +8932,1.01,Ideal,F,SI2,60.5,57.0,4497.0,6.53,6.49,3.94 +23842,2.1,Fair,G,SI2,65.0,56.0,11923.0,8.09,7.98,5.21 +35233,0.58,Fair,F,I1,66.3,55.0,893.0,5.18,5.1,3.41 +36467,0.31,Ideal,D,VS2,62.1,55.0,942.0,4.32,4.31,2.68 +32758,0.34,Premium,I,VVS1,61.9,58.0,803.0,4.52,4.43,2.77 +53111,0.81,Premium,G,SI2,62.2,59.0,2616.0,5.96,5.9,3.69 +37106,0.38,Ideal,G,SI1,62.0,55.0,969.0,4.67,4.64,2.89 +50864,0.82,Very Good,J,SI1,62.9,57.0,2313.0,5.88,5.94,3.72 +9698,0.32,Premium,D,SI1,60.9,60.0,589.0,4.39,4.41,2.68 +23145,1.3,Premium,G,VVS1,60.5,60.0,11162.0,7.05,7.01,4.25 +147,0.71,Very Good,G,VS1,63.3,59.0,2768.0,5.52,5.61,3.52 +31576,0.36,Ideal,E,VS1,60.8,55.0,767.0,4.58,4.63,2.8 +9887,0.95,Premium,F,SI1,62.3,60.0,4682.0,6.3,6.26,3.91 +38365,0.38,Premium,D,VS2,60.8,58.0,1021.0,4.73,4.68,2.86 +46257,0.54,Ideal,E,VS2,60.8,57.0,1754.0,5.24,5.29,3.2 +24844,1.53,Very Good,G,VS2,61.6,57.0,13248.0,7.3,7.4,4.53 +11226,1.03,Very Good,D,SI2,63.3,58.0,4963.0,6.38,6.42,4.05 +6902,0.82,Very Good,E,VS2,62.8,59.0,4135.0,5.92,5.93,3.72 +52256,0.7,Good,G,VS2,64.3,56.0,2488.0,5.51,5.58,3.57 +52167,0.81,Good,G,SI2,59.2,64.0,2474.0,6.11,6.15,3.63 +11415,1.24,Ideal,F,SI2,60.0,56.0,5000.0,7.03,7.0,4.21 +398,0.3,Premium,H,SI1,60.1,55.0,554.0,4.41,4.38,2.64 +45679,0.52,Ideal,H,VVS1,62.4,55.0,1695.0,5.11,5.15,3.2 +5070,0.3,Premium,G,SI1,59.7,60.0,574.0,4.39,4.35,2.61 +44216,0.56,Ideal,H,SI2,60.7,56.0,1571.0,5.34,5.37,3.25 +42577,0.53,Good,E,SI1,57.8,57.0,1328.0,5.33,5.29,3.07 +46387,0.71,Very Good,J,SI2,61.1,58.0,1764.0,5.67,5.76,3.49 +48690,0.72,Ideal,J,VS1,62.7,57.0,2006.0,5.71,5.74,3.59 +7113,0.8,Ideal,D,VS2,61.0,57.0,4170.0,5.96,6.0,3.65 +51144,0.7,Very Good,F,SI1,60.3,57.0,2343.0,5.73,5.77,3.47 +44107,0.6,Very Good,H,VS2,60.8,60.0,1557.0,5.39,5.44,3.29 +42674,0.89,Fair,H,I1,58.8,66.0,1334.0,6.21,6.09,3.62 +17611,1.24,Premium,H,VS1,62.2,59.0,7092.0,6.83,6.9,4.27 +18830,1.5,Premium,I,SI2,62.8,57.0,7715.0,7.34,7.25,4.58 +21928,1.51,Good,H,VS2,64.0,59.0,10000.0,7.25,7.19,4.62 +39774,0.5,Premium,F,SI2,62.2,54.0,1094.0,5.14,5.08,3.18 +52320,0.33,Very Good,F,SI1,62.8,58.0,550.0,4.4,4.42,2.77 +8599,1.03,Fair,D,SI1,65.5,58.0,4441.0,6.18,6.13,4.03 +32784,0.31,Ideal,D,VS2,62.1,54.0,804.0,4.4,4.36,2.72 +45101,0.5,Ideal,H,VVS1,62.5,53.0,1648.0,5.09,5.12,3.19 +9005,1.14,Premium,D,SI2,62.4,58.0,4513.0,6.67,6.7,4.17 +8489,1.01,Premium,F,SI1,62.2,59.0,4418.0,6.44,6.35,3.98 +44293,0.52,Premium,G,VS2,62.0,58.0,1577.0,5.2,5.16,3.21 +30480,0.31,Premium,D,SI1,60.2,56.0,732.0,4.4,4.37,2.64 +53260,0.72,Good,F,SI1,63.4,58.0,2647.0,5.66,5.69,3.6 +43089,0.51,Premium,H,VS1,60.3,58.0,1381.0,5.16,5.19,3.12 +38430,0.38,Ideal,F,VS2,62.2,57.0,1026.0,4.63,4.6,2.87 +2230,0.9,Fair,H,SI1,66.8,55.0,3145.0,5.98,5.9,3.97 +33529,0.35,Premium,D,VS2,61.9,58.0,829.0,4.51,4.6,2.82 +8092,1.25,Premium,I,SI2,60.1,60.0,4340.0,6.99,6.95,4.19 +31860,0.3,Premium,H,VVS2,60.6,58.0,776.0,4.35,4.33,2.63 +10791,1.07,Very Good,G,SI1,60.5,62.0,4861.0,6.6,6.69,4.02 +8028,1.06,Ideal,I,SI1,62.8,56.0,4333.0,6.52,6.47,4.08 +15780,1.15,Ideal,G,SI1,62.0,55.0,6313.0,6.72,6.76,4.18 +13295,1.06,Very Good,F,SI1,59.6,60.0,5491.0,6.61,6.68,3.96 +37725,0.34,Premium,G,VVS2,61.2,59.0,995.0,4.5,4.46,2.74 +6441,1.09,Premium,J,SI1,62.3,59.0,4046.0,6.55,6.59,4.09 +41131,0.35,Ideal,E,IF,61.4,56.0,1197.0,4.53,4.56,2.79 +3065,0.73,Ideal,E,VS1,62.3,56.0,3311.0,5.8,5.75,3.6 +9121,1.0,Fair,G,VVS2,66.9,55.0,4534.0,6.2,6.17,4.14 +38172,0.34,Premium,G,IF,62.3,59.0,1014.0,4.46,4.49,2.79 +17487,2.01,Good,H,I1,63.9,59.0,7024.0,8.01,7.92,5.09 +40672,0.44,Premium,F,VS1,61.2,61.0,1155.0,4.88,4.83,2.97 +5570,1.04,Premium,I,SI2,62.1,59.0,3861.0,6.46,6.52,4.03 +25937,2.12,Premium,I,SI2,60.6,59.0,15097.0,8.27,8.3,5.02 +41900,0.54,Ideal,F,SI1,61.5,55.0,1260.0,5.23,5.28,3.23 +50072,0.51,Premium,F,VS2,61.1,58.0,2203.0,5.19,5.16,3.16 +20551,1.01,Ideal,G,IF,60.8,59.0,8869.0,6.47,6.5,3.94 +1842,0.71,Premium,E,VS2,62.2,59.0,3062.0,5.71,5.61,3.52 +51190,0.7,Premium,F,SI1,61.7,61.0,2348.0,5.7,5.67,3.51 +161,0.73,Premium,G,VS2,59.2,59.0,2770.0,5.92,5.87,3.49 +24002,2.1,Ideal,I,SI1,61.6,57.0,12168.0,8.24,8.15,5.05 +53805,0.72,Premium,E,SI1,59.5,59.0,2732.0,5.87,5.83,3.48 +50822,0.72,Good,E,SI2,57.9,56.0,2308.0,5.93,5.85,3.41 +1000,1.12,Premium,J,SI2,60.6,59.0,2898.0,6.68,6.61,4.03 +24520,1.54,Premium,G,VS2,60.9,59.0,12800.0,7.49,7.45,4.55 +22389,2.02,Ideal,I,SI2,62.2,57.0,10412.0,8.06,7.99,4.99 +9195,1.02,Ideal,E,SI2,61.6,56.0,4547.0,6.55,6.48,3.99 +50566,0.7,Very Good,F,SI1,59.1,59.0,2278.0,5.76,5.91,3.45 +38187,0.41,Ideal,D,SI1,61.7,54.0,1015.0,4.79,4.78,2.95 +38477,0.42,Ideal,D,VS2,62.2,55.0,1031.0,4.75,4.8,2.97 +53609,0.75,Good,E,SI2,62.3,58.0,2702.0,5.78,5.81,3.61 +12574,1.2,Good,I,SI1,63.5,60.7,5280.0,6.71,6.75,4.27 +35631,0.3,Very Good,I,VS1,62.0,58.0,473.0,4.25,4.3,2.65 +3484,0.9,Good,H,SI1,63.2,61.0,3398.0,6.12,6.03,3.84 +47791,0.71,Very Good,I,SI1,61.9,58.0,1898.0,5.66,5.69,3.51 +17760,1.19,Very Good,E,VS2,59.2,60.0,7152.0,6.93,6.95,4.11 +15567,1.03,Ideal,G,VS2,61.8,56.0,6241.0,6.54,6.48,4.02 +32626,0.23,Very Good,E,VVS2,61.4,55.0,458.0,3.92,3.99,2.43 +26969,1.71,Ideal,G,VS1,61.4,57.0,17049.0,7.65,7.72,4.72 +14003,1.2,Premium,I,VS2,62.6,58.0,5699.0,6.77,6.72,4.22 +6213,0.9,Ideal,G,SI1,61.6,57.0,4001.0,6.17,6.24,3.82 +50201,0.9,Good,G,I1,63.6,61.0,2226.0,6.03,6.07,3.85 +6916,0.9,Premium,G,VS2,60.8,56.0,4137.0,6.19,6.14,3.75 +48739,0.63,Ideal,D,VS2,61.5,54.0,2013.0,5.54,5.58,3.42 +43799,0.51,Ideal,F,VS2,62.5,55.0,1442.0,5.08,5.13,3.19 +33873,0.3,Ideal,E,VS2,62.0,56.0,844.0,4.34,4.3,2.68 +39666,0.42,Premium,G,VS2,60.1,61.0,1087.0,4.86,4.79,2.9 +28634,0.23,Premium,H,VS1,59.4,61.0,434.0,4.05,4.0,2.39 +16847,1.0,Premium,E,VS2,60.4,57.0,6720.0,6.49,6.46,3.91 +38780,0.31,Premium,E,VVS2,61.3,60.0,1046.0,4.35,4.33,2.66 +45550,0.51,Ideal,D,SI1,61.6,56.0,1687.0,5.12,5.1,3.15 +17310,1.05,Premium,G,VS1,61.6,58.0,6936.0,6.48,6.51,4.0 +31643,0.25,Premium,H,VVS1,59.8,59.0,450.0,4.07,4.09,2.44 +49295,0.33,Ideal,H,VS2,61.0,55.0,539.0,4.49,4.52,2.75 +2617,1.01,Premium,H,SI1,62.9,58.0,3224.0,6.38,6.34,4.0 +42801,0.53,Ideal,I,VVS2,60.9,56.0,1351.0,5.26,5.3,3.21 +9470,1.07,Good,J,VS2,61.7,57.7,4602.0,6.55,6.58,4.05 +49310,0.4,Ideal,H,SI2,62.6,55.0,540.0,4.7,4.72,2.95 +29891,0.3,Ideal,E,VS1,60.7,57.0,710.0,4.31,4.36,2.63 +18300,1.47,Very Good,H,SI2,62.6,58.0,7438.0,7.17,7.24,4.51 +38604,0.31,Very Good,E,VVS1,60.0,56.0,1039.0,4.45,4.49,2.68 +5119,1.01,Premium,I,SI2,60.5,61.0,3761.0,6.47,6.42,3.9 +6951,1.0,Premium,J,VS1,62.8,57.0,4144.0,6.39,6.35,4.0 +25630,2.01,Premium,H,SI1,60.2,58.0,14502.0,8.06,8.03,4.84 +22823,1.55,Very Good,E,SI1,62.4,58.0,10851.0,7.36,7.42,4.61 +42568,0.54,Ideal,F,SI1,61.5,55.0,1327.0,5.25,5.28,3.24 +49531,0.61,Good,E,VS2,60.8,59.0,2124.0,5.41,5.48,3.31 +20234,1.47,Very Good,H,SI1,62.9,58.0,8663.0,7.18,7.23,4.53 +28720,0.31,Premium,E,VS2,61.6,59.0,680.0,4.32,4.35,2.67 +21619,1.51,Premium,G,SI1,60.3,59.0,9710.0,7.39,7.44,4.47 +37356,0.4,Ideal,D,VS2,61.6,57.0,982.0,4.71,4.77,2.92 +40355,0.43,Premium,F,VS1,62.5,58.0,1129.0,4.85,4.78,3.01 +45224,0.52,Ideal,E,SI1,60.7,55.0,1656.0,5.23,5.22,3.18 +31049,0.42,Very Good,G,SI1,62.0,54.0,751.0,4.8,4.82,2.98 +40571,0.52,Very Good,G,SI2,63.1,56.0,1151.0,5.12,5.08,3.22 +26624,2.04,Very Good,G,SI2,59.9,58.0,16389.0,8.26,8.31,4.96 +28458,0.32,Very Good,G,VVS2,61.9,57.0,672.0,4.39,4.41,2.73 +5337,0.9,Premium,H,VS2,62.8,58.0,3810.0,6.17,6.13,3.86 +9643,1.1,Premium,D,SI2,62.4,58.0,4640.0,6.57,6.6,4.11 +21934,1.21,Very Good,F,VS1,62.3,58.0,10009.0,6.76,6.85,4.24 +35023,0.4,Very Good,E,SI1,63.5,55.0,882.0,4.71,4.67,2.98 +41415,0.47,Ideal,F,VS2,60.7,56.1,1226.0,5.02,5.08,3.07 +36780,0.51,Premium,J,SI1,61.7,56.0,956.0,5.17,5.14,3.18 +9002,0.91,Good,E,SI1,63.1,58.0,4512.0,6.12,6.17,3.88 +15616,1.31,Very Good,H,SI2,61.7,59.0,6263.0,6.96,7.01,4.31 +48076,0.71,Very Good,J,VS2,62.3,57.0,1930.0,5.65,5.69,3.53 +33621,0.27,Very Good,E,VS1,62.3,54.0,463.0,4.17,4.21,2.61 +29554,0.25,Ideal,E,VVS1,61.5,55.0,705.0,4.09,4.12,2.52 +18398,1.03,Ideal,E,VS1,59.5,57.0,7477.0,6.6,6.62,3.93 +18561,1.0,Very Good,D,VS1,61.2,62.0,7567.0,6.35,6.39,3.9 +46143,0.56,Very Good,D,SI1,63.0,58.0,1746.0,5.21,5.24,3.29 +3386,0.31,Very Good,G,SI2,61.8,59.0,408.0,4.3,4.34,2.67 +52024,0.57,Ideal,E,VVS2,61.5,56.0,2447.0,5.31,5.35,3.28 +12219,1.0,Premium,F,SI1,62.3,59.0,5197.0,6.37,6.43,3.99 +30036,0.39,Good,F,SI1,63.6,58.0,718.0,4.6,4.65,2.94 +43385,0.5,Ideal,E,SI1,60.1,57.0,1410.0,5.14,5.27,3.13 +2630,0.65,Ideal,D,VVS2,61.4,60.0,3228.0,5.54,5.57,3.41 +3814,0.55,Ideal,D,VVS2,60.8,56.0,3468.0,5.29,5.32,3.23 +50489,0.7,Premium,F,SI1,62.5,62.0,2268.0,5.63,5.57,3.5 +43302,0.52,Fair,I,VVS2,60.4,66.0,1401.0,5.26,5.2,3.16 +18072,1.23,Ideal,I,VVS2,62.0,55.0,7299.0,6.86,6.89,4.26 +39051,0.55,Ideal,H,SI2,62.2,54.0,1057.0,5.28,5.3,3.29 +41944,0.28,Very Good,H,VVS1,61.5,58.0,504.0,4.17,4.22,2.58 +8566,0.9,Very Good,G,SI1,62.2,58.0,4435.0,6.15,6.2,3.84 +17730,0.35,Very Good,H,VS1,62.6,58.0,614.0,4.49,4.52,2.82 +10780,0.9,Very Good,E,VS2,62.7,56.0,4858.0,6.13,6.21,3.87 +28014,0.3,Ideal,E,VS2,61.8,56.0,658.0,4.3,4.34,2.67 +42823,0.52,Ideal,G,SI1,60.4,57.0,1354.0,5.23,5.27,3.17 +40623,0.41,Ideal,E,VS1,62.0,54.0,1153.0,4.79,4.76,2.96 +24351,1.53,Ideal,F,SI1,61.5,56.0,12616.0,7.38,7.42,4.56 +44781,0.52,Premium,E,VS2,60.6,58.0,1622.0,5.23,5.2,3.16 +47962,0.51,Ideal,G,VVS1,62.7,54.0,1919.0,5.1,5.14,3.21 +48451,0.55,Very Good,D,VS2,58.5,58.4,1975.0,5.39,5.42,3.16 +26990,2.01,Ideal,F,SI2,62.2,56.0,17078.0,8.05,8.08,5.02 +2097,0.76,Ideal,G,VS2,61.7,55.0,3114.0,5.86,5.91,3.63 +11273,1.01,Fair,E,VS2,64.8,59.0,4972.0,6.34,6.26,4.08 +24756,2.01,Very Good,J,VS2,61.1,59.0,13109.0,8.04,8.07,4.92 +12269,1.24,Premium,I,SI1,62.9,60.0,5208.0,6.8,6.74,4.26 +23719,0.25,Very Good,F,VVS2,62.8,54.0,633.0,4.0,4.03,2.52 +19229,1.05,Ideal,D,VS2,61.7,59.0,7965.0,6.5,6.53,4.02 +1401,0.32,Ideal,G,VS1,61.8,55.0,559.0,4.42,4.45,2.74 +16708,0.3,Good,H,SI1,63.4,58.0,421.0,4.26,4.29,2.71 +45492,0.56,Very Good,F,SI1,60.0,57.0,1679.0,5.41,5.38,3.24 +19442,1.06,Ideal,G,VS1,61.7,55.0,8093.0,6.53,6.56,4.04 +22190,1.53,Premium,H,VS2,59.8,58.0,10224.0,7.49,7.52,4.49 +50902,0.54,Very Good,D,VVS2,62.1,55.0,2318.0,5.21,5.26,3.25 +50167,0.54,Ideal,F,VVS2,61.4,56.0,2218.0,5.27,5.29,3.24 +3634,0.71,Ideal,G,VS1,61.5,55.0,3431.0,5.72,5.77,3.54 +26121,1.54,Ideal,G,VS2,60.8,57.0,15395.0,7.44,7.46,4.53 +4068,0.31,Ideal,D,SI1,61.9,57.0,571.0,4.33,4.36,2.69 +51655,0.26,Ideal,H,VVS1,62.2,55.0,545.0,4.09,4.11,2.55 +17669,1.06,Premium,E,VS2,61.4,60.0,7123.0,6.57,6.53,4.02 +7415,1.02,Ideal,H,SI2,60.5,60.0,4225.0,6.56,6.53,3.96 +27256,2.02,Very Good,H,SI1,63.4,60.0,17672.0,7.96,8.04,5.07 +29798,0.3,Ideal,D,SI1,61.0,57.0,709.0,4.33,4.29,2.63 +14143,1.22,Premium,G,SI2,60.5,58.0,5739.0,6.96,6.92,4.2 +6976,1.02,Premium,F,SI2,62.7,59.0,4151.0,6.38,6.45,4.02 +40455,0.32,Ideal,E,VVS1,61.5,56.0,1140.0,4.43,4.45,2.73 +13773,1.16,Ideal,D,SI2,62.5,56.0,5615.0,6.7,6.8,4.23 +5152,1.0,Fair,D,SI2,65.6,66.0,3767.0,6.1,6.01,3.97 +30847,0.33,Ideal,H,VS1,62.0,55.0,743.0,4.46,4.44,2.76 +33905,0.3,Premium,E,VS2,62.1,59.0,844.0,4.29,4.27,2.66 +27331,2.02,Ideal,H,SI1,61.7,57.0,17882.0,8.14,8.08,5.0 +38626,0.31,Ideal,H,VS2,62.2,53.0,489.0,4.38,4.43,2.74 +973,0.7,Very Good,H,VVS1,59.2,60.0,2893.0,5.87,5.78,3.45 +18222,1.22,Premium,E,SI1,62.3,59.0,7395.0,6.8,6.74,4.22 +14049,0.32,Ideal,I,VS1,62.1,57.0,605.0,4.42,4.37,2.73 +27278,2.12,Ideal,F,SI2,62.3,57.0,17730.0,8.19,8.22,5.11 +26633,1.51,Very Good,F,VS1,60.0,60.0,16402.0,7.39,7.42,4.44 +27682,2.22,Premium,J,VS1,60.0,60.0,18706.0,8.49,8.43,5.08 +25436,2.35,Premium,I,SI1,61.8,58.0,14185.0,8.58,8.44,5.26 +52278,0.72,Premium,F,SI1,60.1,59.0,2492.0,5.83,5.81,3.5 +15352,1.0,Good,D,VS2,65.7,55.0,6163.0,6.17,6.22,4.07 +21762,1.5,Good,I,VS1,57.9,60.0,9828.0,7.48,7.44,4.32 +13786,1.12,Premium,E,SI2,61.1,58.0,5620.0,6.73,6.69,4.1 +30962,0.46,Ideal,J,VS2,61.4,56.0,746.0,4.96,5.0,3.06 +21076,1.64,Ideal,J,VS2,62.4,54.5,9251.0,7.53,7.57,4.71 +51802,0.7,Very Good,H,VS2,63.4,60.0,2415.0,5.61,5.59,3.55 +49535,0.59,Ideal,G,VVS2,62.7,56.0,2125.0,5.33,5.36,3.35 +41479,0.56,Premium,J,VS2,60.9,60.0,1232.0,5.33,5.27,3.23 +3289,0.91,Premium,H,SI2,62.9,59.0,3363.0,6.15,6.12,3.86 +51382,0.7,Good,G,VS2,62.1,61.0,2367.0,5.68,5.69,3.53 +23266,1.57,Premium,H,VS1,59.8,60.0,11272.0,7.63,7.56,4.54 +45733,0.56,Ideal,E,VS2,62.8,57.0,1699.0,5.21,5.23,3.28 +32667,0.31,Ideal,G,VS1,61.0,55.0,802.0,4.43,4.39,2.69 +52541,0.71,Ideal,D,SI1,61.2,53.0,2531.0,5.8,5.76,3.54 +52440,0.71,Ideal,G,SI1,62.1,54.0,2513.0,5.72,5.77,3.57 +32127,0.41,Premium,J,VS2,61.9,59.0,784.0,4.74,4.69,2.92 +16386,1.23,Very Good,H,SI1,62.3,58.0,6542.0,6.79,6.83,4.24 +48143,0.6,Good,F,VS2,58.8,60.7,1940.0,5.52,5.55,3.25 +31299,0.32,Ideal,D,VS2,61.7,54.0,758.0,4.38,4.43,2.72 +26684,0.33,Ideal,E,SI2,62.2,54.0,427.0,4.44,4.46,2.77 +49249,0.77,Very Good,J,SI1,61.0,59.0,2086.0,5.94,5.99,3.64 +35602,0.31,Premium,H,VVS1,62.1,58.0,907.0,4.36,4.33,2.7 +51479,0.54,Ideal,D,VS1,61.3,56.0,2378.0,5.3,5.27,3.24 +51627,1.21,Fair,I,I1,65.0,58.0,2396.0,6.65,6.59,4.3 +43718,0.51,Very Good,D,SI1,59.1,63.0,1437.0,5.27,5.15,3.08 +42040,0.53,Ideal,H,SI1,61.0,56.0,1268.0,5.23,5.26,3.2 +13571,1.0,Ideal,E,SI1,61.7,57.0,5555.0,6.39,6.42,3.95 +25424,1.51,Premium,F,VS2,62.0,60.0,14165.0,7.23,7.35,4.52 +27982,0.3,Ideal,E,VS2,61.6,56.0,658.0,4.27,4.3,2.64 +26270,2.46,Ideal,G,SI2,63.0,56.0,15745.0,8.6,8.52,5.44 +46003,0.57,Ideal,G,VS2,61.0,55.0,1725.0,5.38,5.4,3.29 +2261,0.8,Ideal,H,VS2,60.6,56.0,3153.0,6.03,6.08,3.67 +36388,0.43,Ideal,G,VS1,61.2,57.0,941.0,4.88,4.83,2.97 +51133,0.78,Premium,F,SI2,60.6,57.0,2340.0,5.98,5.94,3.61 +45064,0.57,Ideal,G,VS2,60.2,59.0,1642.0,5.38,5.42,3.25 +27781,0.32,Premium,H,VS2,62.4,58.0,648.0,4.36,4.33,2.71 +48110,0.5,Ideal,G,VVS2,62.3,56.0,1935.0,5.09,5.05,3.16 +47649,0.23,Ideal,F,VVS2,60.3,57.0,530.0,3.99,4.03,2.42 +1558,0.81,Ideal,F,SI1,61.8,55.0,3004.0,6.04,6.0,3.72 +42658,0.5,Very Good,F,VS2,60.6,59.0,1333.0,5.03,5.13,3.08 +1459,0.72,Ideal,H,VVS1,59.9,59.0,2979.0,5.76,5.82,3.47 +46854,0.51,Good,E,VS2,57.6,62.0,1812.0,5.33,5.3,3.06 +5699,1.0,Fair,E,SI2,56.9,63.0,3889.0,6.54,6.49,3.71 +44969,0.5,Very Good,G,VS1,62.7,59.0,1637.0,5.04,5.07,3.17 +39307,0.7,Fair,G,I1,60.4,58.0,1069.0,5.74,5.68,3.45 +33436,0.32,Ideal,G,VS1,62.1,55.0,828.0,4.42,4.4,2.74 +29826,0.31,Very Good,G,VVS1,63.0,56.0,710.0,4.26,4.28,2.69 +39962,0.63,Very Good,G,SI2,63.3,59.0,1105.0,5.51,5.31,3.45 +26273,2.07,Very Good,I,SI1,63.1,59.0,15751.0,8.11,8.02,5.09 +47491,0.56,Premium,E,VS2,61.1,57.0,1864.0,5.38,5.33,3.27 +49823,0.61,Ideal,G,VS1,62.1,56.0,2167.0,5.42,5.44,3.37 +5033,0.63,Ideal,F,IF,60.9,57.0,3749.0,5.53,5.57,3.38 +2558,0.73,Ideal,G,VS1,60.8,56.4,3209.0,5.81,5.86,3.55 +5134,1.0,Premium,I,VS1,60.3,62.0,3763.0,6.46,6.41,3.88 +49344,0.71,Good,H,SI1,63.5,57.0,2096.0,5.64,5.67,3.59 +53622,0.35,Premium,I,VS1,61.1,60.0,552.0,4.52,4.58,2.78 +23670,1.24,Very Good,F,VVS1,62.7,61.0,11716.0,6.75,6.84,4.26 +18536,1.51,Premium,J,VS2,59.6,60.0,7553.0,7.58,7.48,4.49 +21777,1.7,Very Good,I,SI1,61.8,58.0,9845.0,7.55,7.66,4.7 +36725,0.32,Ideal,E,VVS1,61.7,55.0,954.0,4.39,4.42,2.72 +45974,0.3,Premium,E,SI1,62.5,60.0,526.0,4.24,4.27,2.66 +9281,1.09,Ideal,J,SI1,61.4,55.0,4565.0,6.61,6.67,4.08 +29780,0.3,Good,I,VVS1,63.8,56.0,709.0,4.26,4.23,2.71 +41449,0.4,Ideal,G,IF,61.8,55.0,1229.0,4.76,4.79,2.95 +51043,0.7,Good,H,VS2,64.2,58.0,2330.0,5.58,5.61,3.59 +34469,0.41,Very Good,E,VS2,59.7,58.0,866.0,4.79,4.82,2.87 +22858,1.61,Very Good,E,SI2,63.0,59.9,10891.0,7.42,7.45,4.68 +35474,0.39,Ideal,G,VVS2,61.9,56.0,902.0,4.68,4.7,2.9 +51259,0.97,Fair,I,I1,67.3,55.0,2357.0,6.08,6.02,4.07 +43859,0.71,Very Good,F,I1,63.2,55.0,1448.0,5.64,5.57,3.54 +53480,0.71,Ideal,I,VS2,62.2,55.0,2681.0,5.71,5.73,3.56 +521,0.82,Premium,E,SI2,60.8,60.0,2824.0,6.05,6.03,3.67 +1084,0.7,Premium,D,VS2,60.9,57.0,2909.0,5.71,5.69,3.47 +31116,0.33,Ideal,G,VVS2,62.0,53.5,754.0,4.44,4.48,2.76 +12683,1.27,Ideal,F,SI2,62.0,55.0,5308.0,6.9,6.95,4.3 +16481,1.1,Ideal,H,VS1,62.3,55.0,6586.0,6.57,6.61,4.1 +13822,1.01,Premium,G,VS1,59.3,59.0,5632.0,6.49,6.52,3.86 +37596,0.23,Very Good,E,VVS2,63.8,57.0,485.0,3.88,3.9,2.48 +38394,0.42,Ideal,E,VS2,62.1,56.0,1024.0,4.8,4.77,2.97 +9674,1.01,Fair,G,SI1,60.4,62.0,4646.0,6.31,6.34,3.82 +52068,0.71,Very Good,G,VS2,63.5,57.0,2454.0,5.61,5.64,3.57 +24584,1.42,Very Good,G,VVS2,62.6,60.0,12891.0,7.14,7.17,4.48 +28795,0.27,Very Good,F,VVS2,61.8,57.0,682.0,4.15,4.17,2.57 +42803,0.49,Premium,E,VS2,58.8,59.0,1351.0,5.2,5.14,3.04 +2354,0.7,Very Good,E,SI1,63.9,57.0,3173.0,5.55,5.66,3.58 +25363,0.28,Very Good,F,VVS1,61.4,60.0,642.0,4.19,4.22,2.58 +34638,0.31,Premium,E,VS2,60.0,59.0,872.0,4.39,4.35,2.62 +10915,1.01,Very Good,G,SI1,63.0,57.0,4890.0,6.28,6.35,3.98 +21012,1.17,Ideal,G,VVS2,60.6,56.0,9225.0,6.87,6.84,4.15 +35353,0.42,Ideal,E,SI2,62.4,55.0,898.0,4.81,4.77,2.99 +25683,0.3,Very Good,F,VS2,63.2,59.0,642.0,4.27,4.24,2.69 +25603,1.65,Ideal,G,VS2,60.8,56.0,14456.0,7.65,7.7,4.67 +5425,0.92,Very Good,D,SI2,63.3,59.0,3823.0,6.18,6.12,3.89 +49021,0.71,Ideal,J,VS2,62.0,56.0,2052.0,5.7,5.75,3.55 +15654,1.54,Premium,I,SI2,61.5,61.0,6278.0,7.41,7.31,4.53 +50984,0.31,Premium,G,VS2,61.7,58.0,544.0,4.32,4.34,2.67 +43038,0.52,Ideal,H,VS2,61.6,55.0,1374.0,5.17,5.19,3.19 +5949,0.97,Premium,I,VS2,62.2,56.0,3948.0,6.34,6.29,3.94 +34608,0.27,Ideal,F,VS2,60.3,56.0,470.0,4.21,4.25,2.55 +13511,1.06,Premium,G,VS2,62.5,58.0,5543.0,6.52,6.47,4.06 +28836,0.41,Premium,D,SI2,62.0,58.0,683.0,4.74,4.78,2.95 +27036,0.32,Premium,H,VVS2,62.3,58.0,645.0,4.33,4.37,2.71 +2032,0.72,Ideal,F,VS1,62.4,55.0,3105.0,5.78,5.75,3.6 +51929,0.96,Fair,G,SI2,72.2,56.0,2438.0,6.01,5.81,4.28 +17114,1.23,Very Good,I,VS2,61.2,59.0,6826.0,6.84,6.81,4.18 +48691,0.71,Premium,H,SI1,61.0,58.0,2006.0,5.73,5.77,3.51 +17820,1.35,Fair,I,VS2,61.6,62.0,7182.0,7.15,7.1,4.39 +5341,0.78,Ideal,D,VS2,61.9,56.0,3811.0,5.89,5.91,3.65 +33945,0.31,Ideal,H,SI1,61.3,56.0,464.0,4.36,4.39,2.68 +23312,1.5,Very Good,D,SI1,63.4,58.0,11352.0,7.16,7.25,4.57 +10979,1.01,Ideal,H,VS2,62.1,54.0,4909.0,6.5,6.44,4.02 +42294,0.32,Very Good,I,VS1,62.6,58.0,505.0,4.38,4.4,2.75 +3377,0.3,Ideal,H,SI2,60.0,56.0,408.0,4.41,4.43,2.65 +19187,1.21,Ideal,I,VVS2,61.3,56.0,7938.0,6.83,6.87,4.2 +10212,1.08,Good,E,SI2,63.7,57.0,4742.0,6.54,6.49,4.15 +24320,2.03,Ideal,G,SI2,62.2,57.0,12573.0,8.09,8.06,5.03 +47861,0.64,Very Good,D,SI1,63.7,54.0,1910.0,5.47,5.52,3.5 +1427,0.7,Ideal,G,VS1,61.7,56.0,2972.0,5.64,5.71,3.5 +14290,1.01,Fair,F,VS2,65.1,59.0,5784.0,6.17,6.21,4.03 +49183,0.72,Ideal,F,SI2,61.6,57.0,2074.0,5.75,5.68,3.52 +45269,0.54,Premium,D,SI1,60.4,60.0,1662.0,5.22,5.24,3.16 +17750,1.0,Very Good,D,VS2,61.5,63.0,7146.0,6.35,6.31,3.89 +37744,0.5,Premium,D,SI2,62.9,58.0,997.0,5.06,5.01,3.17 +2557,0.9,Very Good,I,VS2,62.5,57.0,3209.0,6.12,6.2,3.85 +30579,0.31,Ideal,D,VS2,62.1,55.0,734.0,4.31,4.32,2.68 +42006,0.59,Premium,H,SI1,62.9,60.0,1265.0,5.34,5.24,3.33 +32737,0.31,Ideal,F,VS2,62.6,57.0,802.0,4.33,4.27,2.69 +4512,1.06,Fair,G,SI2,65.3,62.0,3633.0,6.33,6.25,4.11 +7734,0.3,Ideal,H,VVS2,61.5,56.0,581.0,4.34,4.38,2.68 +52100,0.74,Ideal,I,VS2,61.5,57.0,2459.0,5.81,5.86,3.59 +46294,0.3,Ideal,E,SI1,61.9,57.0,526.0,4.29,4.33,2.67 +11131,1.01,Premium,D,SI2,61.0,62.0,4939.0,6.43,6.39,3.91 +50844,0.7,Very Good,E,SI2,63.5,54.0,2310.0,5.69,5.64,3.6 +4576,0.92,Good,E,SI1,63.3,57.0,3649.0,6.17,6.22,3.92 +2867,1.01,Very Good,G,SI2,63.2,58.0,3275.0,6.42,6.35,4.04 +50028,0.73,Premium,I,VS1,61.8,62.0,2197.0,5.78,5.72,3.55 +33994,0.42,Ideal,G,VS2,61.7,57.0,847.0,4.8,4.83,2.97 +29777,0.3,Premium,I,VVS1,62.8,59.0,709.0,4.29,4.24,2.68 +23450,1.59,Premium,H,VS2,62.1,58.0,11437.0,7.48,7.42,4.63 +15454,1.3,Premium,I,SI1,58.1,59.0,6188.0,7.19,7.16,4.17 +41061,0.5,Good,D,SI1,57.2,60.0,1190.0,5.25,5.2,2.99 +44822,0.5,Premium,G,VS1,62.5,60.0,1624.0,5.06,5.08,3.17 +48581,0.54,Premium,D,VS2,60.9,58.0,1993.0,5.31,5.27,3.22 +13124,1.01,Premium,E,VS2,62.3,59.0,5430.0,6.38,6.33,3.96 +41042,0.41,Ideal,E,VVS2,61.8,57.0,1187.0,4.75,4.8,2.95 +1399,0.24,Ideal,G,IF,61.3,57.0,559.0,4.0,4.03,2.46 +18839,1.5,Very Good,I,SI1,61.4,62.0,7722.0,7.26,7.33,4.48 +11550,1.07,Premium,H,SI1,60.0,60.0,5031.0,6.61,6.65,3.98 +41833,0.62,Premium,G,SI1,59.3,58.0,1253.0,5.6,5.56,3.31 +3974,0.9,Good,E,SI1,63.8,56.0,3510.0,6.09,6.17,3.91 +43770,0.54,Very Good,H,VS2,63.2,55.0,1439.0,5.24,5.2,3.3 +49478,0.54,Very Good,F,VVS2,63.2,54.0,2115.0,5.2,5.18,3.28 +18545,1.5,Fair,E,SI2,69.6,62.0,7560.0,6.88,6.79,4.76 +6484,1.24,Fair,G,SI2,65.7,57.0,4058.0,6.72,6.68,4.4 +36598,0.36,Ideal,H,IF,61.9,57.0,947.0,4.55,4.6,2.83 +46142,0.57,Premium,F,SI2,60.7,59.0,1746.0,5.38,5.33,3.25 +42370,0.56,Premium,G,SI1,62.4,58.0,1304.0,5.23,5.29,3.28 +7509,1.05,Good,G,SI2,63.2,54.0,4241.0,6.49,6.52,4.11 +3726,0.36,Ideal,I,VS1,62.1,56.0,568.0,4.55,4.59,2.84 +41590,0.32,Very Good,J,SI1,62.3,57.0,389.0,4.33,4.44,2.73 +19717,1.53,Ideal,H,SI1,61.9,58.0,8289.0,7.38,7.42,4.58 +31623,0.3,Ideal,H,SI1,61.9,57.0,450.0,4.3,4.32,2.67 +7079,0.33,Premium,H,VS1,62.1,59.0,579.0,4.43,4.46,2.76 +11397,0.34,Very Good,E,SI1,59.6,57.0,596.0,4.52,4.61,2.72 +19281,1.06,Premium,G,VVS2,59.6,58.0,8003.0,6.61,6.65,3.95 +49752,0.56,Ideal,H,IF,60.4,57.0,2157.0,5.35,5.39,3.24 +31602,0.2,Premium,D,VS2,61.7,60.0,367.0,3.77,3.72,2.31 +25811,1.8,Ideal,F,SI1,61.9,56.0,14814.0,7.78,7.87,4.84 +20113,1.25,Very Good,G,VS1,62.7,56.0,8580.0,6.81,6.93,4.31 +3858,0.72,Ideal,G,VS1,61.4,56.0,3478.0,5.75,5.79,3.55 +15772,1.56,Premium,J,SI2,61.4,58.0,6306.0,7.38,7.43,4.55 +5084,0.9,Very Good,G,SI1,63.8,57.0,3752.0,6.04,6.13,3.88 +45175,0.53,Ideal,F,VS2,61.2,56.0,1655.0,5.22,5.25,3.2 +24958,2.08,Premium,F,SI2,62.0,60.0,13437.0,8.15,8.1,5.04 +12001,1.01,Good,D,SI1,63.9,61.0,5147.0,6.31,6.28,4.02 +41911,0.47,Ideal,E,VS2,61.7,56.0,1261.0,5.01,4.98,3.08 +44092,0.57,Ideal,H,VS1,61.3,56.0,1554.0,5.36,5.38,3.29 +40801,0.43,Ideal,F,VVS2,61.9,56.0,1169.0,4.82,4.84,2.99 +26489,2.01,Good,F,SI2,64.1,57.0,16085.0,7.78,7.82,5.0 +26185,1.51,Ideal,G,VVS2,62.1,58.0,15529.0,7.34,7.31,4.54 +23502,1.52,Ideal,G,SI1,63.0,55.0,11510.0,7.31,7.38,4.63 +32396,0.31,Ideal,E,VVS2,62.4,53.0,791.0,4.33,4.35,2.71 +47628,0.51,Ideal,D,VS2,61.2,55.0,1882.0,5.18,5.16,3.16 +27762,0.32,Ideal,H,VS2,61.3,55.0,648.0,4.44,4.4,2.71 +16104,1.01,Very Good,F,VS1,59.4,58.0,6439.0,6.46,6.54,3.86 +20092,1.5,Premium,J,VVS1,62.3,62.0,8568.0,7.23,7.16,4.48 +28217,0.4,Very Good,H,SI1,62.9,56.0,666.0,4.65,4.7,2.94 +17589,1.14,Premium,G,VS2,61.4,60.0,7079.0,6.71,6.68,4.11 +25576,1.72,Premium,H,VS1,59.3,59.0,14414.0,7.86,7.82,4.65 +42651,0.4,Premium,G,IF,59.8,58.0,1333.0,4.79,4.85,2.88 +27518,3.01,Good,I,SI2,63.9,60.0,18242.0,9.06,9.01,5.77 +28563,0.3,Premium,H,VS1,60.4,61.0,675.0,4.31,4.27,2.59 +28309,0.3,Very Good,H,SI1,62.9,58.0,432.0,4.24,4.28,2.68 +15683,0.9,Very Good,E,VVS2,62.2,60.0,6289.0,6.04,6.12,3.78 +45093,0.56,Premium,F,SI1,61.0,58.0,1646.0,5.36,5.33,3.26 +10718,0.31,Ideal,D,SI2,62.8,53.0,593.0,4.37,4.35,2.74 +30766,0.25,Premium,E,VVS1,62.9,59.0,740.0,4.02,3.99,2.52 +6186,0.91,Good,F,SI1,64.4,60.0,3994.0,6.05,6.1,3.91 +46823,0.96,Fair,H,I1,60.1,62.0,1808.0,6.21,6.0,3.68 +22551,1.51,Ideal,E,SI2,61.9,56.0,10588.0,7.31,7.36,4.54 +49904,0.61,Very Good,E,SI1,63.9,54.0,2179.0,5.38,5.42,3.45 +17766,1.64,Good,G,SI2,63.8,58.0,7154.0,7.45,7.41,4.74 +11676,1.0,Premium,F,SI1,59.8,59.0,5058.0,6.49,6.55,3.9 +27817,0.34,Ideal,G,SI1,61.2,57.0,650.0,4.56,4.53,2.78 +19974,1.52,Premium,I,SI1,61.2,60.0,8521.0,7.41,7.36,4.52 +2266,0.7,Very Good,E,VS1,63.6,57.0,3154.0,5.61,5.65,3.58 +12622,1.0,Premium,G,SI1,62.7,59.0,5292.0,6.36,6.31,3.97 +47799,0.58,Ideal,F,VS1,62.2,55.0,1899.0,5.34,5.37,3.33 +51638,0.31,Good,H,VS1,63.1,57.0,544.0,4.31,4.34,2.73 +27709,0.32,Ideal,H,VS2,62.5,55.0,648.0,4.42,4.38,2.75 +2605,0.72,Ideal,D,VS2,62.7,56.0,3219.0,5.71,5.78,3.6 +44414,0.52,Ideal,G,VS2,61.9,55.0,1586.0,5.15,5.19,3.2 +23162,1.54,Premium,H,VS2,61.0,60.0,11177.0,7.46,7.42,4.54 +3699,0.9,Very Good,E,SI2,64.2,54.0,3449.0,6.08,6.11,3.91 +10167,1.03,Premium,E,SI2,61.8,56.0,4730.0,6.5,6.47,4.01 +18147,1.02,Premium,F,VS1,61.9,58.0,7351.0,6.45,6.5,4.01 +15153,1.37,Ideal,J,SI2,62.2,55.0,6091.0,7.07,7.11,4.41 +34542,0.4,Ideal,G,VS1,61.8,57.0,868.0,4.73,4.75,2.93 +6870,1.07,Ideal,F,SI2,61.2,57.0,4128.0,6.62,6.59,4.04 +30184,0.31,Ideal,E,VS1,61.6,55.0,722.0,4.39,4.41,2.71 +46927,0.52,Ideal,G,VS1,62.7,57.0,1815.0,5.15,5.12,3.22 +40425,0.43,Ideal,E,VVS2,60.8,57.0,1135.0,4.9,4.87,2.97 +35652,0.31,Premium,G,VVS2,61.5,58.0,907.0,4.34,4.31,2.66 +50343,0.58,Good,E,VVS1,61.9,63.0,2243.0,5.27,5.33,3.28 +5177,0.83,Very Good,I,VVS1,61.8,56.0,3774.0,6.0,6.03,3.72 +30564,0.31,Ideal,E,VS1,61.6,57.0,734.0,4.32,4.35,2.67 +28483,0.32,Very Good,E,SI1,63.3,55.0,672.0,4.36,4.33,2.75 +30466,0.31,Premium,D,SI1,61.1,57.0,732.0,4.36,4.35,2.66 +5689,1.01,Very Good,H,SI2,60.6,61.0,3888.0,6.38,6.45,3.89 +50662,0.31,Good,E,SI1,63.2,59.0,544.0,4.28,4.33,2.72 +37506,0.46,Fair,F,SI1,66.3,56.0,984.0,4.86,4.79,3.2 +26450,1.53,Ideal,G,VVS1,61.8,55.0,15992.0,7.43,7.45,4.59 +15412,1.23,Premium,E,SI2,62.4,60.0,6172.0,6.82,6.78,4.24 +37841,0.33,Ideal,D,VS2,62.5,56.0,1002.0,4.46,4.43,2.78 +31537,0.31,Ideal,E,VVS2,61.7,56.0,766.0,4.37,4.38,2.7 +52168,0.7,Very Good,H,SI1,58.5,65.0,2475.0,5.81,5.84,3.41 +17955,1.02,Very Good,D,VS2,62.9,60.0,7257.0,6.37,6.42,4.02 +23883,2.0,Premium,H,SI2,62.8,57.0,11975.0,8.05,8.01,5.04 +10587,1.01,Good,D,SI1,64.1,60.0,4821.0,6.27,6.3,4.03 +29718,0.31,Ideal,G,VVS2,62.4,56.0,707.0,4.33,4.36,2.71 +21841,1.7,Premium,J,VS2,61.0,59.0,9901.0,7.66,7.62,4.66 +5403,1.01,Premium,I,SI2,62.6,55.0,3818.0,6.43,6.38,4.01 +26713,0.32,Ideal,F,VS2,61.5,56.0,645.0,4.4,4.42,2.71 +34821,0.3,Premium,H,VVS1,62.7,59.0,878.0,4.32,4.29,2.7 +22083,1.64,Good,I,SI1,57.9,61.0,10102.0,7.78,7.74,4.49 +9714,0.38,Very Good,E,SI2,62.5,61.0,590.0,4.59,4.63,2.88 +31162,0.41,Good,F,SI1,63.9,56.0,755.0,4.68,4.74,3.01 +47890,0.52,Very Good,G,VVS1,60.9,56.0,1913.0,5.18,5.24,3.17 +51471,0.84,Ideal,J,VS2,60.7,56.0,2376.0,6.17,6.12,3.73 +36089,0.44,Premium,I,VVS1,61.5,58.0,926.0,4.87,4.95,3.02 +5072,0.95,Good,F,SI2,59.7,57.0,3750.0,6.41,6.45,3.84 +30473,0.31,Ideal,I,VVS1,62.1,56.0,732.0,4.38,4.35,2.71 +19627,1.02,Ideal,E,VS1,60.1,57.0,8244.0,6.59,6.52,3.94 +28535,0.42,Fair,D,SI1,64.7,61.0,675.0,4.7,4.73,3.05 +6701,0.35,Good,J,SI1,63.3,56.0,409.0,4.5,4.53,2.86 +37245,0.43,Very Good,G,VVS2,60.2,56.0,976.0,4.95,4.97,2.99 +19554,1.11,Very Good,G,SI1,60.7,59.0,8184.0,6.6,6.65,4.02 +4779,1.03,Ideal,H,SI2,60.5,57.0,3692.0,6.58,6.52,3.96 +37358,0.4,Very Good,G,VVS2,62.5,60.0,982.0,4.65,4.7,2.92 +20472,1.04,Premium,G,IF,60.7,58.0,8813.0,6.65,6.52,4.0 +19218,2.01,Good,H,I1,61.7,63.0,7959.0,7.91,7.94,4.89 +14918,1.13,Premium,H,VS1,58.9,58.0,6005.0,6.81,6.78,4.0 +51690,0.7,Very Good,H,VS1,60.3,63.0,2399.0,5.77,5.73,3.47 +3114,0.92,Ideal,I,SI1,61.8,57.0,3323.0,6.27,6.25,3.87 +21659,1.22,Ideal,F,VS1,62.6,55.0,9756.0,6.86,6.82,4.28 +49244,0.71,Ideal,J,VS1,62.3,55.0,2085.0,5.7,5.73,3.56 +7792,0.71,Good,D,VS2,63.6,54.0,4289.0,5.7,5.75,3.64 +31317,0.32,Ideal,D,VS2,61.7,57.0,758.0,4.36,4.39,2.7 +40254,0.64,Ideal,H,SI2,60.8,56.0,1125.0,5.57,5.61,3.4 +23258,1.51,Premium,H,VS1,61.0,60.0,11263.0,7.34,7.29,4.46 +19177,1.51,Good,H,SI2,62.8,60.0,7929.0,7.22,7.26,4.55 +3749,0.23,Premium,F,VVS2,61.3,59.0,571.0,3.99,3.94,2.43 +855,0.72,Ideal,F,SI1,61.5,56.0,2870.0,5.72,5.79,3.54 +9114,0.93,Very Good,E,SI1,63.1,57.0,4531.0,6.19,6.17,3.9 +7612,0.9,Premium,E,SI1,62.2,59.0,4259.0,6.21,6.16,3.88 +32358,0.3,Good,G,VVS1,63.1,56.0,789.0,4.25,4.28,2.69 +12512,1.01,Premium,H,VS2,61.9,57.0,5260.0,6.42,6.35,3.95 +7158,1.01,Good,E,SI1,64.3,59.0,4181.0,6.31,6.28,4.05 +39400,0.41,Ideal,G,VVS2,61.1,55.0,1076.0,4.83,4.8,2.94 +53877,0.7,Ideal,E,SI1,61.7,55.0,2745.0,5.71,5.74,3.53 +32188,0.41,Ideal,G,SI1,61.2,56.0,788.0,4.8,4.84,2.95 +27789,0.37,Ideal,E,SI1,62.7,54.0,649.0,4.55,4.6,2.87 +12674,0.9,Very Good,E,VS2,62.5,58.0,5305.0,6.14,6.18,3.85 +39288,0.3,Ideal,H,VS2,61.8,58.0,491.0,4.26,4.28,2.64 +17376,0.34,Premium,I,VS2,61.8,58.0,612.0,4.51,4.48,2.78 +22106,1.07,Ideal,E,VVS2,62.3,56.0,10133.0,6.51,6.61,4.09 +435,0.74,Premium,G,VS1,61.7,58.0,2815.0,5.79,5.81,3.58 +6205,1.19,Premium,H,SI2,61.5,58.0,3998.0,6.88,6.78,4.2 +42100,0.44,Ideal,E,VVS2,60.9,57.0,1274.0,4.9,4.95,3.0 +37806,0.41,Ideal,F,VVS1,61.3,56.0,1001.0,4.8,4.82,2.95 +33692,0.34,Ideal,E,VVS2,60.9,56.0,838.0,4.52,4.54,2.76 +42434,0.46,Premium,G,VVS2,61.3,60.0,1314.0,4.94,5.01,3.05 +51020,0.71,Fair,F,SI2,60.1,68.0,2327.0,5.8,5.72,3.46 +50473,0.71,Ideal,G,SI2,62.3,56.0,2266.0,5.68,5.72,3.55 +2936,0.77,Premium,E,VS2,60.5,59.0,3291.0,5.92,5.98,3.6 +11274,1.11,Very Good,H,SI2,63.2,58.0,4973.0,6.64,6.53,4.16 +14189,0.9,Very Good,D,VS1,63.0,56.0,5757.0,6.13,6.18,3.88 +23998,1.56,Premium,E,VS2,61.5,58.0,12156.0,7.47,7.43,4.58 +45144,0.5,Ideal,F,VS2,61.6,53.0,1654.0,5.13,5.09,3.15 +22167,1.57,Ideal,I,VS1,62.3,57.0,10209.0,7.44,7.48,4.65 +19109,1.54,Very Good,E,SI2,59.0,62.0,7877.0,7.56,7.59,4.47 +47319,0.23,Very Good,E,VVS2,60.0,56.0,530.0,4.03,4.07,2.43 +44841,0.52,Ideal,H,VVS1,61.7,56.0,1625.0,5.17,5.2,3.19 +40464,0.32,Ideal,D,VVS1,61.5,57.0,1140.0,4.45,4.43,2.73 +24728,1.51,Very Good,G,VS2,64.0,56.0,13068.0,7.22,7.3,4.65 +23069,1.55,Premium,D,SI2,62.0,58.0,11103.0,7.44,7.39,4.6 +32668,0.31,Premium,G,VS1,61.2,60.0,802.0,4.39,4.37,2.68 +4625,1.19,Ideal,H,I1,61.5,57.0,3665.0,6.79,6.83,4.19 +32789,0.32,Ideal,D,VVS2,60.3,58.0,804.0,4.43,4.46,2.68 +3502,0.74,Premium,E,VS1,61.1,58.0,3401.0,5.84,5.81,3.56 +27445,2.01,Good,G,SI1,60.8,61.0,18077.0,7.99,8.09,4.89 +28427,0.3,Ideal,D,VS2,61.2,57.0,670.0,4.29,4.34,2.64 +30608,0.3,Ideal,D,SI2,62.1,57.0,447.0,4.3,4.33,2.68 +9239,1.01,Very Good,H,SI1,62.8,58.0,4559.0,6.36,6.38,4.0 +46907,0.56,Ideal,D,SI1,62.5,56.0,1814.0,5.26,5.24,3.28 +17846,1.01,Ideal,E,VS2,61.6,57.0,7198.0,6.43,6.46,3.97 +6429,1.02,Premium,D,SI2,61.3,62.0,4044.0,6.46,6.42,3.95 +19040,0.3,Ideal,F,VS1,62.5,57.0,621.0,4.26,4.28,2.67 +48613,0.51,Ideal,F,VVS2,61.9,56.0,1998.0,5.13,5.15,3.18 +40748,0.47,Ideal,G,SI1,60.8,56.0,1163.0,5.0,5.03,3.05 +44264,0.53,Very Good,D,SI1,61.2,54.0,1576.0,5.23,5.26,3.21 +21917,1.33,Premium,G,VS1,60.2,60.0,9992.0,7.2,7.12,4.31 +1331,0.72,Ideal,G,VS2,61.3,56.0,2960.0,5.77,5.81,3.55 +27805,0.35,Very Good,H,VVS2,61.0,57.0,650.0,4.54,4.57,2.77 +44688,0.51,Ideal,H,VVS2,60.1,57.0,1611.0,5.19,5.22,3.12 +5796,1.0,Very Good,F,SI2,61.9,59.0,3906.0,6.39,6.44,3.97 +8210,0.91,Very Good,H,VS1,62.1,59.0,4370.0,6.17,6.2,3.84 +15880,1.22,Premium,E,SI2,61.5,58.0,6351.0,6.85,6.81,4.2 +43530,0.49,Good,F,VS1,63.6,59.0,1426.0,4.95,4.92,3.14 +52377,0.71,Ideal,D,SI2,61.0,56.0,2505.0,5.77,5.8,3.53 +6815,1.01,Fair,E,SI2,64.7,55.0,4118.0,6.37,6.3,4.1 +18924,1.49,Very Good,G,SI2,62.5,58.0,7773.0,7.2,7.26,4.52 +3906,0.72,Ideal,G,VVS1,62.2,54.4,3492.0,5.73,5.76,3.57 +20636,1.2,Very Good,G,VVS1,63.3,59.0,8928.0,6.72,6.64,4.23 +31076,0.33,Very Good,G,VVS2,60.9,57.0,752.0,4.43,4.5,2.72 +52075,0.7,Very Good,F,VS2,63.4,56.0,2455.0,5.69,5.63,3.59 +29391,0.31,Very Good,E,SI1,63.5,57.0,698.0,4.32,4.28,2.73 +31973,0.3,Very Good,I,VS2,60.5,55.0,453.0,4.34,4.37,2.63 +1909,1.0,Premium,H,SI2,62.8,60.0,3080.0,6.46,6.34,4.02 +44136,0.53,Good,E,VS2,63.5,59.0,1561.0,5.13,5.17,3.27 +20768,1.04,Ideal,F,VVS2,61.2,57.0,9005.0,6.5,6.53,3.99 +26297,1.55,Ideal,G,VVS2,62.5,57.0,15794.0,7.35,7.33,4.59 +5345,0.74,Ideal,D,VS1,61.3,57.0,3812.0,5.8,5.84,3.57 +35287,0.3,Very Good,J,VS2,63.4,57.0,473.0,4.26,4.22,2.69 +47039,0.55,Premium,D,SI1,61.0,58.0,1819.0,5.29,5.27,3.22 +25023,0.3,Ideal,E,SI1,61.3,56.0,640.0,4.34,4.37,2.67 +26031,0.32,Ideal,G,VS1,61.2,56.0,645.0,4.42,4.44,2.71 +24860,2.01,Very Good,F,SI1,63.4,58.0,13275.0,8.03,7.96,5.07 +42238,0.54,Good,F,SI1,63.3,56.0,1292.0,5.21,5.24,3.31 +40190,0.38,Ideal,F,VVS1,61.5,56.0,1120.0,4.68,4.71,2.88 +6987,0.92,Premium,H,VS1,61.0,62.0,4155.0,6.32,6.26,3.84 +4670,1.01,Good,D,SI2,63.8,61.0,3671.0,6.13,6.06,3.89 +9128,1.2,Ideal,J,SI1,62.5,55.0,4536.0,6.84,6.79,4.26 +23296,1.5,Very Good,E,SI1,59.4,59.0,11325.0,7.42,7.49,4.43 +7034,1.32,Premium,J,SI2,61.2,59.0,4160.0,7.08,7.04,4.32 +5460,1.01,Very Good,I,SI2,61.4,59.0,3833.0,6.42,6.45,3.95 +46351,0.5,Ideal,E,VS1,61.9,54.1,1759.0,5.09,5.15,3.17 +46458,0.59,Ideal,G,VS2,62.1,57.0,1774.0,5.36,5.39,3.34 +13256,1.01,Very Good,E,SI1,64.1,56.0,5479.0,6.29,6.35,4.05 +27508,1.09,Very Good,D,IF,61.7,58.0,18231.0,6.55,6.65,4.07 +25856,2.08,Premium,J,VS2,60.3,59.0,14933.0,8.29,8.23,4.98 +41034,0.41,Ideal,E,VVS2,62.3,56.0,1187.0,4.75,4.78,2.97 +42570,0.38,Ideal,E,VVS1,62.4,56.0,1327.0,4.67,4.64,2.9 +7206,1.21,Very Good,J,VS2,62.4,58.0,4191.0,6.79,6.83,4.25 +26761,1.71,Ideal,D,SI1,60.3,60.0,16575.0,7.69,7.77,4.66 +51625,1.05,Fair,I,I1,61.8,66.0,2396.0,6.48,6.37,3.97 +49283,0.52,Very Good,E,VS1,58.9,64.0,2092.0,5.23,5.3,3.1 +47001,0.53,Ideal,G,VVS2,60.4,56.0,1818.0,5.29,5.24,3.18 +23740,1.58,Premium,G,VS2,58.2,58.0,11786.0,7.68,7.64,4.46 +28717,0.23,Premium,D,VVS2,60.4,59.0,680.0,4.0,3.95,2.4 +26917,2.37,Ideal,H,SI2,62.1,55.0,16937.0,8.52,8.54,5.3 +23513,1.86,Premium,H,SI2,62.3,57.0,11520.0,7.85,7.82,4.88 +34632,0.31,Ideal,E,VS2,61.0,54.0,872.0,4.41,4.37,2.68 +49953,0.3,Premium,H,SI1,60.8,61.0,540.0,4.3,4.25,2.6 +51933,0.74,Ideal,I,VS1,62.1,56.0,2440.0,5.75,5.82,3.59 +42814,0.52,Very Good,F,SI1,60.3,61.0,1354.0,5.21,5.27,3.16 +48157,0.57,Very Good,E,VS1,62.9,56.0,1942.0,5.31,5.35,3.35 +33273,0.32,Very Good,H,SI1,61.8,56.0,461.0,4.4,4.43,2.73 +29488,0.32,Ideal,E,VS2,62.1,54.0,702.0,4.4,4.42,2.74 +34295,0.39,Ideal,G,VS2,62.5,54.0,857.0,4.67,4.7,2.93 +8230,1.0,Very Good,F,SI2,61.1,61.0,4372.0,6.35,6.38,3.89 +40593,0.28,Ideal,I,VVS2,62.2,55.0,497.0,4.21,4.24,2.63 +12042,0.4,Good,G,SI2,63.2,56.0,596.0,4.7,4.73,2.98 +41838,0.44,Ideal,F,VVS2,60.9,55.0,1253.0,4.96,4.92,3.01 +27013,2.05,Very Good,E,SI2,62.5,56.0,17138.0,8.08,8.17,5.08 +33926,0.37,Ideal,E,VVS2,61.8,54.0,844.0,4.6,4.63,2.85 +31170,0.41,Premium,E,SI1,62.4,58.0,755.0,4.75,4.77,2.97 +24091,1.51,Premium,E,SI1,59.6,61.0,12236.0,7.53,7.43,4.46 +15071,1.02,Premium,G,VS2,62.7,58.0,6058.0,6.4,6.45,4.03 +37029,0.49,Premium,H,VS2,59.6,62.0,965.0,5.17,5.14,3.07 +3620,0.78,Very Good,F,VS2,62.2,58.0,3429.0,5.86,5.9,3.66 +32685,0.31,Ideal,G,VS1,62.9,57.0,802.0,4.32,4.3,2.71 +6517,1.1,Good,E,SI2,63.3,56.0,4065.0,6.53,6.58,4.15 +7185,1.01,Very Good,I,SI1,59.7,60.0,4186.0,6.49,6.55,3.89 +6181,0.74,Very Good,E,VVS1,63.5,58.0,3993.0,5.78,5.72,3.65 +28212,0.38,Very Good,G,SI1,61.4,61.0,666.0,4.62,4.66,2.85 +39920,0.41,Premium,D,VVS2,61.9,59.0,1105.0,4.75,4.78,2.95 +47309,0.26,Ideal,G,VS2,62.3,54.0,397.0,4.09,4.1,2.55 +23996,1.63,Ideal,H,VS2,62.4,55.0,12155.0,7.53,7.57,4.71 +24633,1.52,Very Good,G,VS1,62.1,57.0,12968.0,7.27,7.32,4.53 +38821,0.5,Good,I,VS2,60.4,64.0,1047.0,5.12,5.08,3.08 +8397,0.37,Good,H,VS2,63.7,55.0,584.0,4.54,4.56,2.9 +32920,0.42,Very Good,D,SI1,60.8,59.0,810.0,4.82,4.85,2.94 +40423,0.5,Fair,E,SI1,65.3,58.0,1134.0,4.99,4.91,3.23 +5071,0.77,Ideal,F,VS1,61.9,54.0,3750.0,5.91,5.94,3.66 +46016,0.53,Premium,E,VS2,58.3,62.0,1727.0,5.31,5.26,3.08 +24647,1.52,Premium,F,VS2,62.2,58.0,12985.0,7.38,7.29,4.56 +53362,0.7,Ideal,F,VS2,61.6,57.0,2657.0,5.76,5.71,3.53 +9472,1.06,Ideal,H,SI1,60.8,54.0,4602.0,6.64,6.61,4.03 +24062,1.56,Very Good,F,SI1,61.0,58.0,12207.0,7.41,7.48,4.54 +5029,0.92,Premium,F,SI1,62.6,59.0,3749.0,6.19,6.23,3.89 +46118,0.56,Premium,I,VVS1,60.6,59.0,1743.0,5.33,5.29,3.22 +29897,0.3,Premium,E,VS1,61.3,59.0,710.0,4.28,4.33,2.64 +18438,1.5,Good,H,SI2,64.3,57.0,7500.0,7.18,7.15,4.61 +51706,0.7,Very Good,F,VS2,58.9,57.0,2400.0,5.79,5.85,3.43 +18098,1.2,Very Good,G,VS2,62.0,55.0,7318.0,6.8,6.84,4.23 +46686,0.7,Very Good,G,SI2,58.2,63.0,1790.0,5.82,5.79,3.38 +13872,1.22,Ideal,J,VS1,61.5,55.0,5649.0,6.86,6.87,4.22 +51237,0.7,Ideal,I,VVS2,62.5,54.0,2353.0,5.68,5.71,3.56 +38007,0.32,Ideal,G,VVS1,61.8,56.0,1008.0,4.41,4.39,2.72 +53645,0.73,Premium,E,SI1,62.7,58.0,2703.0,5.76,5.7,3.59 +16077,1.09,Ideal,H,VS2,61.4,57.0,6419.0,6.61,6.65,4.07 +35299,0.3,Very Good,I,VS1,60.8,59.0,473.0,4.3,4.32,2.62 +19845,1.23,Very Good,H,VVS1,62.5,58.0,8405.0,6.77,6.82,4.25 +48740,0.56,Premium,G,VS1,59.9,60.0,2013.0,5.41,5.37,3.23 +40961,0.42,Ideal,G,VVS1,61.2,56.0,1179.0,4.85,4.86,2.97 +48382,0.59,Premium,I,IF,61.2,58.0,1965.0,5.41,5.38,3.3 +16408,1.01,Very Good,E,VS2,62.9,57.0,6552.0,6.34,6.42,4.01 +49766,0.53,Ideal,F,VVS2,61.3,57.0,2160.0,5.2,5.24,3.2 +39771,0.36,Ideal,D,VS2,61.8,56.0,1094.0,4.6,4.56,2.83 +35183,0.31,Ideal,G,IF,62.0,54.0,891.0,4.36,4.38,2.71 +15652,1.0,Good,E,SI1,61.1,58.0,6275.0,6.43,6.41,3.92 +41184,0.4,Ideal,D,VS1,62.9,56.0,1200.0,4.71,4.67,2.95 +14359,1.02,Very Good,E,SI1,62.6,58.0,5814.0,6.4,6.45,4.02 +31458,0.34,Ideal,E,SI1,60.7,56.0,765.0,4.55,4.51,2.75 +25206,1.24,Ideal,D,VVS2,62.6,55.0,13803.0,6.89,6.94,4.33 +15275,1.01,Ideal,G,VS2,59.8,61.0,6132.0,6.51,6.54,3.9 +5799,1.0,Good,G,SI2,64.2,57.0,3906.0,6.25,6.27,4.02 +44773,0.42,Ideal,D,VVS1,61.8,56.0,1621.0,4.82,4.79,2.97 +42620,0.32,Ideal,H,VS2,62.5,55.0,505.0,4.38,4.42,2.75 +21692,0.34,Good,D,SI1,63.1,57.0,626.0,4.44,4.46,2.81 +5469,0.83,Ideal,E,SI1,62.3,55.0,3837.0,5.98,6.02,3.74 +16264,1.01,Ideal,G,VS2,61.8,57.0,6504.0,6.43,6.41,3.97 +20226,1.54,Very Good,I,VS2,62.2,58.0,8656.0,7.32,7.37,4.57 +44166,0.5,Good,F,VS2,60.9,60.4,1565.0,5.13,5.2,3.14 +26506,2.02,Ideal,I,SI1,62.4,56.0,16128.0,8.07,8.11,5.05 +525,0.83,Premium,H,SI1,62.5,59.0,2825.0,6.02,5.95,3.74 +41280,0.27,Very Good,G,VVS2,61.0,56.0,504.0,4.19,4.22,2.56 +629,0.71,Very Good,D,VS1,63.4,55.0,2841.0,5.69,5.61,3.58 +39745,0.53,Premium,J,VS2,62.7,56.0,1093.0,5.18,5.15,3.24 +7948,1.07,Ideal,I,VS2,61.1,57.0,4319.0,6.66,6.6,4.05 +32815,0.34,Ideal,E,VS1,62.0,56.0,805.0,4.48,4.52,2.79 +39538,0.4,Ideal,F,VS2,62.7,56.0,1080.0,4.77,4.73,2.98 +20300,1.5,Very Good,J,VVS2,61.5,60.0,8712.0,7.27,7.31,4.48 +45657,0.25,Very Good,E,VVS1,60.1,57.0,526.0,4.08,4.11,2.46 +4175,1.01,Good,J,VS2,63.3,54.0,3555.0,6.34,6.42,4.04 +36287,0.34,Very Good,E,SI2,61.7,61.0,477.0,4.47,4.51,2.77 +18068,2.01,Fair,F,I1,58.7,66.0,7294.0,8.3,8.19,4.84 +12192,1.31,Very Good,I,SI2,59.6,60.0,5187.0,7.09,7.17,4.25 +30304,0.3,Very Good,G,VS1,63.5,58.0,725.0,4.26,4.21,2.69 +22639,1.71,Premium,H,SI2,62.5,57.0,10687.0,7.67,7.62,4.78 +24524,2.29,Fair,J,SI1,56.8,66.0,12811.0,8.79,8.69,4.96 +20716,0.31,Very Good,H,VVS2,61.9,58.0,625.0,4.33,4.36,2.69 +33095,0.37,Ideal,H,VVS1,62.0,53.0,815.0,4.63,4.66,2.88 +38655,0.42,Premium,D,SI1,60.8,59.0,1040.0,4.85,4.82,2.94 +52929,0.8,Very Good,I,VS2,62.0,54.2,2591.0,5.94,5.99,3.7 +43464,0.53,Ideal,H,VS2,61.4,55.4,1417.0,5.19,5.24,3.2 +1820,0.57,Ideal,F,VVS1,61.1,55.0,3057.0,5.36,5.44,3.3 +24044,0.38,Good,H,SI1,63.3,57.0,633.0,4.58,4.62,2.91 +14805,1.32,Premium,H,VS1,61.3,58.0,5958.0,7.09,7.01,4.32 +5963,0.9,Good,F,SI1,63.6,59.0,3950.0,6.07,6.12,3.88 +9395,1.0,Fair,F,SI1,64.8,58.0,4586.0,6.26,6.21,4.04 +47693,0.47,Ideal,E,VVS2,62.0,55.0,1883.0,4.97,5.0,3.09 +18702,0.36,Ideal,D,SI1,60.6,56.0,619.0,4.58,4.63,2.79 +45975,0.3,Very Good,G,VS2,60.6,60.0,526.0,4.3,4.34,2.62 +46538,0.51,Ideal,E,VS2,61.7,54.0,1781.0,5.18,5.13,3.18 +17593,1.09,Ideal,G,VS2,62.4,55.0,7081.0,6.61,6.56,4.11 +8251,1.24,Fair,F,SI2,64.9,60.0,4375.0,6.7,6.63,4.32 +2267,0.95,Very Good,J,SI1,63.4,55.0,3154.0,6.25,6.21,3.95 +19534,1.5,Very Good,E,SI2,62.7,59.0,8167.0,7.22,7.3,4.55 +18900,1.03,Ideal,F,VS1,59.0,55.0,7752.0,6.67,6.62,3.92 +49671,0.7,Ideal,H,SI2,59.9,57.0,2142.0,5.77,5.74,3.45 +50350,0.52,Ideal,F,VS2,62.3,57.0,2246.0,5.18,5.13,3.21 +13469,1.04,Ideal,E,SI2,62.3,55.0,5531.0,6.46,6.49,4.03 +40556,0.41,Ideal,D,VS1,61.0,57.0,1151.0,4.78,4.82,2.93 +20659,1.17,Ideal,G,VVS2,61.7,55.0,8947.0,6.74,6.77,4.17 +1656,0.73,Very Good,F,SI1,61.3,56.0,3023.0,5.78,5.84,3.56 +18798,1.51,Ideal,I,SI2,62.8,54.0,7693.0,7.28,7.34,4.59 +6293,0.9,Very Good,H,VS1,63.0,62.0,4021.0,6.09,6.0,3.81 +40269,0.33,Very Good,G,SI1,61.1,59.0,492.0,4.42,4.45,2.71 +46939,0.52,Premium,E,VS2,60.7,58.0,1815.0,5.21,5.17,3.15 +13321,1.25,Premium,J,VS1,62.0,58.0,5500.0,6.89,6.92,4.28 +13707,1.09,Premium,H,VS2,62.6,56.0,5601.0,6.62,6.55,4.12 +41325,0.52,Ideal,H,SI1,61.5,56.0,1214.0,5.19,5.22,3.2 +48540,0.5,Premium,F,VVS2,62.7,56.0,1987.0,5.08,5.03,3.17 +36026,0.45,Ideal,H,SI1,61.6,56.0,923.0,4.94,4.96,3.05 +31080,0.33,Very Good,G,VVS2,60.9,59.0,752.0,4.45,4.49,2.72 +40295,0.4,Ideal,H,VVS2,62.4,57.0,1125.0,4.73,4.69,2.94 +41168,0.38,Premium,F,VVS1,61.6,58.0,1200.0,4.63,4.66,2.86 +13838,0.87,Ideal,F,VS1,62.0,55.0,5640.0,6.1,6.13,3.79 +7142,1.11,Premium,E,SI2,61.6,61.0,4177.0,6.66,6.61,4.09 +41770,0.54,Ideal,E,SI2,60.4,57.0,1246.0,5.27,5.33,3.2 +25898,1.51,Premium,E,VS2,60.1,58.0,15025.0,7.57,7.51,4.53 +21876,1.54,Ideal,I,SI1,63.5,61.0,9942.0,7.29,7.33,4.64 +49447,0.7,Ideal,I,SI1,62.5,55.0,2110.0,5.68,5.71,3.56 +21229,1.23,Ideal,F,VS2,61.7,57.0,9376.0,6.9,6.94,4.27 +29139,0.34,Ideal,E,VS2,62.5,55.0,692.0,4.45,4.48,2.79 +19245,1.0,Ideal,G,VVS2,62.8,57.0,7979.0,6.37,6.43,4.02 +25993,1.66,Ideal,H,VS1,62.0,55.0,15210.0,7.61,7.67,4.74 +6545,0.9,Ideal,H,VS2,62.7,57.0,4072.0,6.13,6.15,3.85 +13877,1.04,Premium,F,SI1,62.8,57.0,5650.0,6.5,6.43,4.06 +41568,0.55,Premium,F,SI1,62.1,62.0,1238.0,5.22,5.18,3.23 +11638,1.01,Ideal,D,SI2,61.6,57.0,5051.0,6.32,6.45,3.93 +35752,0.3,Ideal,D,VS2,62.9,56.0,911.0,4.28,4.24,2.68 +43217,0.5,Fair,E,VS2,66.3,55.0,1397.0,4.98,4.94,3.29 +50208,0.58,Ideal,F,VS1,60.3,57.0,2227.0,5.47,5.44,3.29 +7478,1.07,Premium,H,SI1,58.9,59.0,4235.0,6.76,6.71,3.97 +2403,0.7,Very Good,E,VS1,63.8,57.0,3177.0,5.61,5.65,3.59 +5372,0.3,Ideal,D,SI2,63.0,55.0,574.0,4.26,4.25,2.68 +6016,0.94,Very Good,E,SI2,62.0,60.0,3963.0,6.19,6.22,3.85 +8729,0.27,Ideal,E,VVS1,62.0,56.0,586.0,4.16,4.19,2.59 +29473,0.32,Ideal,E,VS2,62.0,57.0,702.0,4.37,4.41,2.72 +51557,0.71,Ideal,E,SI2,59.3,56.0,2388.0,5.89,5.84,3.48 +31233,0.44,Good,F,SI1,63.8,54.0,756.0,4.8,4.85,3.08 +49320,0.32,Very Good,F,SI2,63.5,56.0,540.0,4.37,4.35,2.77 +28357,0.27,Ideal,F,VVS2,61.2,58.0,667.0,4.15,4.19,2.55 +14742,1.13,Ideal,D,SI1,61.8,56.0,5936.0,6.74,6.68,4.15 +26553,2.32,Premium,F,SI2,62.5,59.0,16237.0,8.51,8.44,5.3 +44670,0.32,Ideal,H,VS2,62.0,54.0,523.0,4.41,4.43,2.74 +19994,1.01,Ideal,F,VVS2,61.8,56.0,8532.0,6.46,6.49,4.0 +39094,0.41,Very Good,J,IF,63.5,54.0,1061.0,4.75,4.7,3.0 +44371,0.58,Ideal,E,SI1,62.2,58.0,1580.0,5.3,5.38,3.32 +24804,1.63,Good,F,SI1,59.8,56.0,13187.0,7.57,7.64,4.55 +52949,0.7,Ideal,G,VS2,61.8,54.0,2593.0,5.71,5.74,3.54 +15682,1.22,Premium,G,SI1,62.3,58.0,6288.0,6.83,6.76,4.23 +13972,1.04,Very Good,E,SI1,62.8,59.0,5689.0,6.46,6.41,4.04 +10445,1.0,Good,H,SI1,57.5,62.0,4788.0,6.51,6.47,3.73 +33348,0.41,Premium,G,VS2,61.8,59.0,827.0,4.72,4.76,2.93 +13158,1.01,Ideal,D,SI1,61.2,57.0,5443.0,6.44,6.47,3.95 +20631,1.59,Ideal,J,VS1,62.1,55.0,8925.0,7.47,7.51,4.65 +42321,0.41,Ideal,D,VVS2,62.1,56.0,1295.0,4.76,4.78,2.96 +34516,0.33,Ideal,G,VVS1,61.7,54.0,868.0,4.47,4.48,2.76 +23306,1.52,Very Good,G,VS2,63.3,57.0,11338.0,7.32,7.27,4.62 +48056,0.73,Premium,I,SI2,62.0,57.0,1927.0,5.79,5.76,3.58 +18512,1.24,Ideal,I,VS2,61.8,56.0,7544.0,6.86,6.89,4.25 +16824,1.2,Good,H,VS2,63.3,59.0,6710.0,6.74,6.78,4.28 +11586,1.2,Very Good,I,SI1,63.1,59.0,5040.0,6.7,6.67,4.22 +47040,0.55,Premium,D,SI1,60.7,58.0,1819.0,5.3,5.24,3.2 +18026,1.5,Premium,H,SI2,62.3,59.0,7291.0,7.27,7.21,4.52 +12705,0.26,Ideal,E,VVS1,61.7,57.0,599.0,4.07,4.1,2.52 +49977,0.29,Very Good,G,VVS2,61.6,56.0,541.0,4.24,4.28,2.63 +13383,0.3,Ideal,F,VS2,62.5,53.3,601.0,4.28,4.31,2.69 +41145,0.5,Very Good,G,SI1,62.6,56.0,1197.0,5.06,5.1,3.18 +38295,0.3,Ideal,G,SI1,61.2,56.0,487.0,4.33,4.36,2.65 +8396,0.37,Very Good,H,VS2,59.5,61.0,584.0,4.64,4.67,2.77 +45043,0.52,Ideal,H,VVS1,60.7,57.0,1639.0,5.23,5.25,3.18 +18237,1.1,Very Good,G,VS2,61.9,56.7,7405.0,6.57,6.63,4.09 +27511,2.02,Very Good,H,SI1,59.6,59.0,18236.0,8.27,8.35,4.95 +16309,1.2,Very Good,G,SI1,62.8,57.0,6526.0,6.68,6.73,4.21 +21689,1.56,Ideal,I,SI1,62.5,54.0,9788.0,7.45,7.37,4.63 +50432,0.71,Ideal,F,SI1,62.5,57.0,2262.0,5.68,5.74,3.57 +27002,1.51,Good,D,VS1,63.7,55.0,17111.0,7.28,7.22,4.62 +31925,0.3,Ideal,G,VS1,62.8,57.0,776.0,4.26,4.24,2.67 +261,0.71,Premium,F,VS1,61.8,59.0,2790.0,5.73,5.69,3.53 +33225,0.39,Very Good,F,VS2,58.4,62.0,821.0,4.76,4.79,2.79 +47257,0.51,Ideal,G,VVS2,62.0,57.0,1842.0,5.13,5.1,3.17 +42955,0.3,Very Good,J,VS1,63.5,58.0,506.0,4.27,4.24,2.7 +32994,0.38,Premium,I,VS2,61.8,59.0,812.0,4.64,4.61,2.86 +33556,0.41,Ideal,J,VS1,60.2,57.0,830.0,4.85,4.81,2.91 +28784,0.37,Ideal,D,SI1,61.5,57.0,681.0,4.6,4.63,2.84 +35788,0.36,Ideal,H,IF,61.6,56.0,912.0,4.56,4.59,2.82 +5651,0.82,Ideal,G,VS1,61.9,54.0,3880.0,5.99,6.03,3.72 +11214,1.11,Premium,H,SI1,61.9,58.0,4960.0,6.63,6.59,4.09 +25955,1.4,Ideal,G,VVS1,60.8,57.0,15134.0,7.21,7.23,4.39 +2358,0.92,Premium,H,SI2,60.4,59.0,3174.0,6.36,6.33,3.83 +28488,0.42,Very Good,D,SI2,62.0,59.0,672.0,4.78,4.83,2.98 +44138,0.57,Good,D,SI1,59.3,61.0,1561.0,5.34,5.38,3.18 +3412,0.38,Ideal,F,SI2,62.0,55.0,568.0,4.67,4.69,2.9 +8595,1.01,Good,E,SI2,63.9,55.0,4440.0,6.38,6.33,4.08 +24104,2.01,Very Good,J,SI1,59.3,62.0,12257.0,8.15,8.2,4.85 +43796,0.41,Ideal,E,VVS1,61.9,58.0,1442.0,4.77,4.8,2.96 +36792,0.34,Ideal,E,VS2,62.4,55.0,956.0,4.53,4.48,2.81 +780,0.71,Very Good,F,VS2,61.3,61.0,2860.0,5.68,5.73,3.5 +19856,1.18,Ideal,G,VS1,61.3,56.0,8414.0,6.81,6.83,4.17 +5814,0.97,Premium,H,SI1,58.0,62.0,3911.0,6.56,6.48,3.79 +6655,0.9,Very Good,G,VS2,59.6,61.0,4093.0,6.2,6.25,3.71 +2385,0.32,Premium,E,SI1,62.3,58.0,561.0,4.37,4.4,2.73 +9832,1.01,Ideal,G,SI1,62.9,54.0,4672.0,6.47,6.41,4.05 +34861,0.3,Premium,G,VVS2,62.0,58.0,878.0,4.29,4.26,2.65 +14125,0.99,Ideal,F,SI1,62.8,57.0,5728.0,6.3,6.38,3.98 +10549,1.12,Ideal,I,SI1,61.7,58.0,4811.0,6.66,6.6,4.09 +12399,1.22,Ideal,I,SI1,62.3,57.0,5233.0,6.77,6.87,4.25 +28085,0.3,Premium,D,SI1,62.1,59.0,662.0,4.31,4.29,2.67 +48875,0.71,Very Good,F,SI2,60.9,56.0,2036.0,5.8,5.83,3.54 +4057,0.36,Ideal,G,SI1,61.5,54.0,571.0,4.6,4.63,2.84 +28255,0.33,Ideal,F,VS2,62.3,55.0,666.0,4.42,4.47,2.77 +22974,1.52,Premium,I,VVS2,61.6,58.0,11021.0,7.41,7.37,4.55 +8476,1.01,Premium,F,SI2,62.2,59.0,4416.0,6.38,6.42,3.98 +544,0.72,Premium,F,VS1,62.2,58.0,2829.0,5.75,5.7,3.56 +35945,0.3,Ideal,F,SI1,62.4,56.0,475.0,4.27,4.32,2.68 +16553,1.01,Very Good,G,VS1,59.1,58.0,6613.0,6.56,6.63,3.9 +10199,0.93,Premium,E,SI1,62.8,56.0,4739.0,6.26,6.2,3.91 +40551,0.57,Very Good,I,SI1,61.1,61.0,1151.0,5.34,5.37,3.27 +30689,0.4,Very Good,E,SI1,62.8,59.0,737.0,4.64,4.69,2.93 +32771,0.34,Ideal,D,SI1,61.3,57.0,803.0,4.5,4.44,2.74 +45961,0.24,Ideal,F,VVS2,61.7,59.0,526.0,4.01,4.03,2.48 +53155,0.71,Fair,G,VS2,57.0,66.0,2623.0,5.83,5.81,3.32 +22599,1.5,Very Good,H,VS1,63.4,59.0,10652.0,7.13,7.2,4.54 +14747,1.14,Ideal,H,VS2,61.6,56.0,5937.0,6.72,6.68,4.13 +27567,2.4,Ideal,H,SI2,62.0,55.0,18374.0,8.57,8.6,5.32 +31796,0.42,Ideal,F,SI1,60.9,55.0,773.0,4.84,4.88,2.96 +45583,0.52,Ideal,E,VS2,61.2,56.0,1689.0,5.16,5.23,3.18 +19074,1.54,Fair,F,SI2,64.4,60.0,7848.0,7.26,7.16,4.64 +34088,0.36,Premium,D,VS2,60.5,58.0,852.0,4.6,4.63,2.79 +21315,1.61,Good,G,VS2,63.8,58.0,9467.0,7.43,7.36,4.72 +36394,0.43,Ideal,G,VS2,61.7,55.0,942.0,4.85,4.88,3.0 +36634,0.41,Very Good,D,SI1,63.3,55.0,947.0,4.77,4.74,3.01 +23231,1.24,Very Good,F,VVS2,59.0,58.0,11234.0,6.98,7.03,4.13 +43212,0.51,Very Good,G,VS2,61.2,55.0,1397.0,5.13,5.16,3.15 +29032,0.31,Ideal,H,VVS1,62.2,54.0,687.0,4.34,4.37,2.71 +22465,1.52,Premium,D,SI2,61.6,56.0,10487.0,7.47,7.39,4.58 +33830,0.32,Ideal,E,VVS2,61.4,54.0,843.0,4.44,4.45,2.73 +26721,0.32,Very Good,F,VS2,61.0,61.0,645.0,4.38,4.41,2.68 +44401,0.43,Premium,D,VVS1,59.6,58.0,1584.0,4.89,4.94,2.93 +11496,1.03,Ideal,H,SI1,59.8,57.0,5018.0,6.64,6.57,3.95 +12017,1.26,Premium,I,SI2,60.1,59.0,5151.0,7.0,6.91,4.18 +4946,1.27,Premium,I,I1,60.2,62.0,3732.0,7.05,7.0,4.23 +1237,0.7,Ideal,F,VS2,60.8,56.0,2942.0,5.78,5.79,3.52 +18859,1.53,Very Good,J,SI1,61.7,58.0,7730.0,7.43,7.47,4.6 +25833,1.7,Fair,G,VS2,64.5,58.0,14860.0,7.51,7.43,4.82 +9930,1.05,Very Good,H,SI1,63.1,60.0,4692.0,6.49,6.42,4.07 +24265,1.51,Good,E,SI1,63.6,56.0,12490.0,7.34,7.23,4.63 +35994,0.42,Ideal,G,VS1,61.8,57.0,921.0,4.79,4.82,2.97 +3790,0.73,Ideal,F,VVS2,61.7,54.0,3463.0,5.82,5.76,3.57 +41316,0.42,Ideal,H,IF,61.0,56.0,1213.0,4.82,4.79,2.93 +1032,0.7,Very Good,G,VVS2,63.4,59.0,2905.0,5.62,5.64,3.57 +50266,0.71,Very Good,E,SI2,62.2,58.0,2238.0,5.68,5.74,3.55 +33439,0.32,Premium,G,VS1,61.0,59.0,828.0,4.43,4.39,2.69 +46611,0.9,Fair,I,I1,67.2,60.0,1786.0,5.96,5.88,3.98 +13880,1.14,Ideal,G,SI1,62.2,56.0,5650.0,6.69,6.66,4.15 +26509,1.73,Ideal,F,VS1,62.1,57.0,16131.0,7.73,7.64,4.77 +48339,0.5,Ideal,F,VVS2,62.1,58.0,1960.0,5.07,5.11,3.16 +32846,0.4,Ideal,I,VVS2,62.4,55.0,807.0,4.7,4.73,2.94 +3444,0.77,Ideal,F,VS1,62.1,57.0,3387.0,5.88,5.84,3.64 +22076,1.51,Ideal,H,SI1,61.9,58.0,10096.0,7.33,7.37,4.55 +40888,0.56,Premium,G,SI1,61.7,58.0,1176.0,5.31,5.29,3.27 +17695,1.21,Ideal,I,VVS2,62.2,55.0,7134.0,6.79,6.83,4.23 +6926,0.91,Premium,E,SI1,62.6,58.0,4138.0,6.17,6.14,3.85 +15353,1.01,Premium,G,VS1,62.4,59.0,6163.0,6.38,6.35,3.97 +18675,1.61,Very Good,I,SI2,60.9,63.0,7636.0,7.5,7.54,4.58 +44102,0.55,Premium,G,VS2,60.3,62.0,1556.0,5.33,5.29,3.2 +27885,0.36,Ideal,I,VVS2,61.5,57.0,655.0,4.55,4.58,2.8 +22654,1.1,Very Good,F,VVS1,59.8,54.0,10701.0,6.74,6.77,4.04 +34031,0.4,Very Good,D,VS2,63.6,55.0,850.0,4.68,4.72,2.99 +30740,0.43,Premium,E,SI1,61.5,60.0,739.0,4.78,4.85,2.96 +3166,0.61,Ideal,D,VVS2,60.1,57.0,3336.0,5.53,5.58,3.34 +9123,1.13,Ideal,H,SI2,61.0,60.0,4535.0,6.73,6.69,4.09 +41624,0.24,Ideal,H,VVS1,60.7,57.0,504.0,4.02,4.05,2.44 +29793,0.3,Premium,D,SI1,61.0,60.0,709.0,4.35,4.3,2.64 +52474,0.7,Very Good,E,SI1,63.2,57.0,2518.0,5.63,5.61,3.55 +3682,0.76,Ideal,F,VS1,61.6,56.0,3446.0,5.87,5.91,3.63 +45743,0.52,Good,D,VS2,63.4,56.0,1701.0,5.09,5.16,3.25 +43574,0.41,Ideal,E,VVS1,61.7,56.0,1431.0,4.82,4.78,2.96 +10404,0.31,Premium,D,SI2,60.1,58.0,593.0,4.4,4.38,2.64 +2104,0.84,Premium,F,SI1,59.0,59.0,3115.0,6.18,6.13,3.63 +48580,0.54,Premium,D,VS2,60.6,58.0,1993.0,5.3,5.26,3.2 +35449,0.32,Ideal,E,VS2,62.1,55.0,900.0,4.4,4.36,2.72 +46917,0.57,Ideal,G,VS1,60.6,57.0,1815.0,5.38,5.41,3.27 +52001,0.81,Very Good,I,VS2,62.6,59.7,2444.0,5.86,5.92,3.69 +25775,2.11,Very Good,I,SI1,62.4,53.0,14740.0,8.17,8.27,5.13 +39261,0.3,Ideal,D,VVS1,61.1,57.0,1069.0,4.36,4.34,2.66 +48633,0.34,Good,F,SI2,63.9,56.0,536.0,4.43,4.4,2.82 +12583,1.07,Ideal,J,SI1,61.5,55.0,5281.0,6.58,6.62,4.06 +4036,0.82,Very Good,G,VS2,62.1,56.0,3528.0,5.94,5.98,3.7 +2631,0.74,Premium,E,VS2,62.7,58.0,3228.0,5.77,5.72,3.6 +25481,2.51,Good,G,SI2,59.5,65.0,14251.0,8.87,8.74,5.24 +37880,0.43,Ideal,G,VS1,61.6,55.1,1005.0,4.85,4.89,3.0 +25821,1.21,Premium,D,VVS2,61.1,59.0,14841.0,6.9,6.89,4.21 +49707,0.6,Ideal,G,VS1,62.5,56.0,2147.0,5.37,5.41,3.36 +21522,1.37,Ideal,H,VVS2,61.3,56.0,9621.0,7.13,7.2,4.39 +35477,0.42,Ideal,E,VS2,60.9,57.0,902.0,4.85,4.87,2.96 +12234,1.19,Fair,I,SI1,64.9,58.0,5198.0,6.64,6.55,4.28 +53874,0.8,Very Good,F,SI1,61.6,59.0,2745.0,5.9,5.96,3.65 +48665,0.53,Ideal,G,VVS1,61.4,57.0,2001.0,5.18,5.21,3.19 +2181,1.0,Premium,E,I1,62.3,58.0,3136.0,6.38,6.33,3.96 +17414,1.51,Premium,J,SI1,61.2,62.0,6976.0,7.36,7.32,4.49 +39392,0.55,Ideal,I,SI1,61.4,54.0,1076.0,5.3,5.35,3.27 +17288,1.12,Very Good,F,VS2,62.0,58.0,6925.0,6.63,6.69,4.13 +48994,0.7,Fair,H,SI1,65.5,57.0,2048.0,5.53,5.59,3.64 +22736,1.66,Ideal,E,SI2,62.7,56.0,10754.0,7.45,7.63,4.73 +15081,1.07,Very Good,F,SI1,61.6,58.0,6061.0,6.54,6.6,4.05 +33629,0.33,Premium,I,VS2,60.6,58.0,463.0,4.44,4.47,2.7 +29389,0.31,Very Good,E,SI1,63.1,57.0,698.0,4.35,4.3,2.73 +35373,0.41,Ideal,G,VS1,61.7,57.0,899.0,4.78,4.81,2.96 +20427,1.5,Good,I,VS2,60.5,60.0,8780.0,7.26,7.32,4.41 +22215,1.74,Premium,H,SI2,62.1,59.0,10270.0,7.78,7.65,4.79 +1468,0.9,Good,E,SI2,58.7,63.0,2982.0,6.2,6.23,3.65 +32225,0.31,Ideal,G,VVS1,61.9,55.0,789.0,4.38,4.41,2.72 +24286,1.75,Premium,I,VS1,60.6,60.0,12529.0,7.84,7.8,4.74 +3150,0.9,Good,E,SI1,63.8,61.0,3332.0,6.08,6.05,3.87 +37397,0.39,Good,G,VS2,63.8,59.0,982.0,4.66,4.59,2.95 +40644,0.42,Very Good,F,VVS1,63.0,59.0,1154.0,4.75,4.81,3.01 +32469,0.36,Ideal,D,SI1,62.8,57.0,794.0,4.54,4.51,2.84 +1069,0.31,Premium,I,VS2,59.9,60.0,558.0,4.44,4.41,2.65 +8922,1.0,Premium,E,SI2,62.7,58.0,4496.0,6.34,6.41,4.0 +27720,0.32,Premium,I,VS1,61.0,60.0,648.0,4.47,4.42,2.71 +12337,1.1,Ideal,G,SI1,62.3,56.0,5226.0,6.64,6.58,4.12 +40460,0.5,Ideal,H,SI1,62.0,56.0,1140.0,5.08,5.11,3.16 +13083,1.5,Good,H,SI2,63.8,57.0,5416.0,7.21,7.14,4.58 +16008,1.04,Very Good,F,VS2,59.0,57.0,6405.0,6.64,6.69,3.93 +18397,1.5,Fair,H,VVS2,65.8,57.0,7476.0,7.19,7.15,4.72 +20202,1.57,Ideal,G,SI2,62.0,56.0,8643.0,7.44,7.47,4.62 +48607,1.0,Fair,I,I1,66.9,57.0,1997.0,6.15,6.03,4.09 +46497,0.5,Very Good,F,VVS2,60.4,61.0,1778.0,5.12,5.14,3.1 +39881,0.42,Ideal,G,VVS2,62.4,55.0,1103.0,4.82,4.79,3.0 +41766,0.52,Ideal,H,SI1,61.7,55.0,1245.0,5.17,5.21,3.2 +28319,0.24,Premium,H,VVS1,61.2,58.0,432.0,3.96,4.01,2.44 +10318,1.03,Premium,D,SI2,61.3,61.0,4764.0,6.49,6.46,3.97 +9864,1.03,Very Good,D,SI2,61.3,61.0,4679.0,6.46,6.49,3.97 +45326,0.32,Good,E,SI1,63.1,56.0,524.0,4.34,4.37,2.75 +47801,0.71,Ideal,J,SI2,61.3,56.0,1901.0,5.73,5.78,3.53 +36577,0.36,Premium,F,VVS2,62.5,56.0,945.0,4.6,4.52,2.85 +26857,2.1,Premium,E,SI2,62.9,59.0,16783.0,8.18,8.13,5.13 +45605,0.61,Ideal,D,SI2,59.9,57.0,1690.0,5.55,5.53,3.32 +24493,2.05,Premium,I,VS1,60.3,59.0,12766.0,8.25,8.21,4.96 +8960,1.2,Very Good,F,SI2,63.2,58.0,4502.0,6.78,6.74,4.27 +44384,0.52,Ideal,H,VS1,62.5,58.0,1582.0,5.14,5.17,3.22 +45485,0.53,Ideal,H,VS1,61.7,56.0,1678.0,5.21,5.23,3.22 +19094,1.01,Premium,F,VS1,58.8,60.0,7862.0,6.59,6.51,3.85 +23112,1.51,Ideal,H,VS2,62.5,56.0,11133.0,7.37,7.33,4.57 +40177,0.43,Ideal,G,VVS1,61.5,56.0,1118.0,4.87,4.89,3.0 +50333,0.7,Very Good,D,SI1,64.0,53.0,2242.0,5.57,5.61,3.58 +30503,0.31,Premium,D,SI1,62.0,58.0,732.0,4.35,4.3,2.68 +16663,1.56,Very Good,J,SI2,61.4,58.0,6662.0,7.4,7.45,4.56 +2433,1.11,Premium,I,I1,61.8,59.0,3183.0,6.65,6.58,4.09 +48801,0.7,Very Good,I,VS2,60.7,59.0,2025.0,5.75,5.79,3.5 +15582,1.22,Good,H,SI2,63.5,56.0,6250.0,6.84,6.77,4.32 +6175,0.9,Very Good,F,SI1,63.4,62.0,3992.0,6.05,6.0,3.82 +16148,1.09,Very Good,G,VS1,59.7,63.0,6453.0,6.65,6.74,4.0 +48873,1.0,Fair,I,I1,64.5,58.0,2035.0,6.33,6.1,4.01 +19114,1.03,Ideal,G,VS1,61.8,56.0,7880.0,6.46,6.51,4.01 +5501,0.93,Ideal,H,SI1,62.0,55.0,3844.0,6.32,6.29,3.91 +27898,0.4,Good,G,SI1,63.2,58.0,655.0,4.61,4.7,2.94 +32111,0.47,Ideal,H,SI2,61.8,54.0,782.0,5.01,5.05,3.11 +48479,0.7,Very Good,J,SI1,61.7,57.0,1979.0,5.65,5.69,3.5 +10523,1.01,Very Good,I,SI1,64.4,54.0,4805.0,6.31,6.4,4.09 +38099,0.36,Premium,E,VS2,59.8,62.0,1013.0,4.61,4.56,2.74 +29270,0.31,Premium,E,SI1,62.7,58.0,698.0,4.33,4.31,2.71 +24700,0.3,Very Good,H,VVS1,61.1,61.0,638.0,4.27,4.3,2.62 +52370,0.73,Ideal,D,SI2,62.4,56.0,2504.0,5.72,5.75,3.58 +25307,2.21,Premium,H,SI1,61.1,58.0,13983.0,8.39,8.34,5.11 +8684,1.11,Ideal,I,SI2,61.9,57.0,4457.0,6.66,6.62,4.11 +21776,1.05,Ideal,E,VVS2,61.3,56.0,9843.0,6.55,6.59,4.03 +34111,0.33,Premium,G,IF,59.4,59.0,853.0,4.49,4.54,2.68 +12253,1.05,Ideal,D,SI2,61.9,56.0,5204.0,6.53,6.5,4.03 +30996,0.3,Ideal,G,VVS1,61.7,55.0,747.0,4.31,4.35,2.67 +44754,0.51,Ideal,D,SI1,62.6,57.0,1619.0,5.11,5.08,3.19 +25777,2.01,Good,G,SI2,63.0,60.0,14745.0,7.92,7.99,5.01 +36932,0.24,Very Good,F,VVS1,59.4,60.0,478.0,4.04,4.08,2.41 +27986,0.3,Ideal,E,VS2,62.0,55.0,658.0,4.27,4.31,2.66 +11016,1.24,Premium,D,SI2,60.6,59.0,4916.0,6.99,6.96,4.23 +47704,0.58,Ideal,G,VS1,62.6,54.0,1884.0,5.3,5.34,3.33 +48924,0.7,Premium,G,SI1,61.2,60.0,2042.0,5.7,5.74,3.5 +718,0.8,Ideal,G,SI2,61.6,56.0,2856.0,5.97,6.01,3.69 +4613,0.9,Very Good,E,SI2,62.6,60.0,3662.0,6.09,6.18,3.84 +2197,0.9,Good,E,SI2,63.4,62.0,3139.0,6.0,6.02,3.81 +5484,0.7,Ideal,D,VS1,62.3,55.0,3840.0,5.64,5.68,3.53 +50508,0.54,Ideal,G,IF,62.3,56.0,2271.0,5.19,5.21,3.24 +17722,0.33,Very Good,H,VVS2,61.9,55.0,614.0,4.44,4.46,2.75 +594,0.71,Ideal,F,SI1,59.8,53.0,2838.0,5.86,5.82,3.49 +33851,0.3,Ideal,F,VS1,61.4,56.0,844.0,4.37,4.33,2.67 +31371,0.3,Ideal,D,VS1,61.0,57.0,761.0,4.3,4.33,2.63 +2950,0.72,Ideal,F,VS1,61.1,56.0,3294.0,5.79,5.76,3.53 +52045,0.76,Premium,E,SI2,62.4,58.0,2451.0,5.83,5.86,3.65 +32918,0.42,Ideal,D,SI1,61.8,57.0,810.0,4.77,4.81,2.96 +9152,1.1,Very Good,E,SI2,60.9,60.0,4539.0,6.61,6.66,4.04 +36779,0.3,Ideal,E,VVS1,61.8,56.0,956.0,4.31,4.3,2.66 +21388,0.34,Ideal,D,SI1,62.3,57.0,626.0,4.44,4.48,2.78 +644,0.71,Very Good,E,VS2,59.4,58.0,2843.0,5.76,5.82,3.44 +34070,0.5,Fair,E,SI2,58.0,67.0,851.0,5.26,5.17,3.02 +46410,0.52,Ideal,F,VS1,62.1,56.0,1767.0,5.14,5.2,3.2 +42237,0.64,Very Good,H,SI2,64.2,58.0,1292.0,5.43,5.48,3.5 +35759,0.41,Very Good,D,VS2,62.1,53.0,912.0,4.78,4.82,2.98 +9236,1.01,Good,H,SI1,63.3,58.0,4559.0,6.37,6.4,4.04 +16834,1.01,Very Good,F,VS2,63.6,59.0,6714.0,6.3,6.34,4.02 +22070,1.7,Premium,G,SI2,58.9,62.0,10091.0,7.79,7.72,4.57 +21212,1.29,Premium,G,VS1,62.4,58.0,9354.0,6.89,6.86,4.29 +12210,1.22,Very Good,H,SI2,63.1,59.0,5192.0,6.81,6.75,4.28 +40864,0.56,Very Good,I,SI1,61.8,56.0,1175.0,5.22,5.3,3.25 +14036,1.05,Ideal,H,SI1,60.8,56.0,5704.0,6.62,6.58,4.01 +20376,0.31,Very Good,G,VS1,62.0,59.0,625.0,4.28,4.3,2.66 +12354,1.01,Good,H,VS2,60.8,61.0,5229.0,6.43,6.5,3.93 +16823,1.23,Very Good,D,SI2,62.3,58.0,6710.0,6.78,6.81,4.23 +349,0.82,Ideal,H,VS2,61.5,56.0,2804.0,6.01,6.08,3.72 +35712,0.3,Premium,D,VS2,60.9,58.0,911.0,4.35,4.32,2.64 +11418,1.16,Ideal,E,SI2,59.9,57.0,5001.0,6.8,6.82,4.08 +26249,2.02,Fair,H,SI1,56.2,61.0,15695.0,8.8,8.33,4.81 +22783,1.67,Ideal,I,VS1,61.2,57.0,10802.0,7.69,7.66,4.7 +47637,0.51,Premium,D,VS2,60.5,60.0,1882.0,5.19,5.16,3.13 +3079,0.7,Good,D,VVS2,63.7,55.0,3312.0,5.66,5.61,3.59 +13853,1.0,Good,D,VS2,63.6,56.0,5645.0,6.38,6.27,4.02 +38592,0.43,Ideal,G,VVS1,61.4,57.0,1037.0,4.85,4.89,2.99 +21806,1.21,Very Good,G,VVS2,60.4,56.0,9878.0,6.96,6.91,4.19 +4791,1.0,Good,E,SI1,57.6,65.0,3696.0,6.47,6.44,3.72 +20927,1.0,Very Good,E,VVS2,59.5,59.0,9139.0,6.54,6.58,3.9 +46853,0.51,Premium,D,VS2,61.9,62.0,1812.0,5.12,5.09,3.16 +17800,1.16,Ideal,H,VS1,62.4,56.0,7175.0,6.71,6.73,4.19 +26197,2.01,Very Good,G,SI2,63.3,58.0,15563.0,8.01,8.05,5.08 +34375,0.41,Ideal,F,VS2,61.9,56.0,863.0,4.74,4.76,2.94 +31025,0.31,Ideal,G,VS1,61.9,55.0,749.0,4.37,4.36,2.7 +25026,0.23,Premium,E,VVS1,60.8,56.0,640.0,3.99,3.94,2.41 +28147,0.3,Ideal,G,VVS2,61.8,57.0,665.0,4.29,4.32,2.66 +5488,0.9,Ideal,G,SI1,62.6,56.0,3841.0,6.16,6.23,3.88 +24559,1.59,Very Good,D,VS2,61.4,60.0,12846.0,7.47,7.6,4.63 +27732,2.55,Premium,I,VS1,61.8,62.0,18766.0,8.7,8.65,5.36 +26172,1.5,Very Good,F,VS1,61.9,58.0,15508.0,7.34,7.4,4.56 +35908,0.4,Ideal,F,SI1,62.6,54.0,918.0,4.77,4.7,2.96 +19009,1.21,Very Good,F,VS2,63.3,58.0,7826.0,6.73,6.67,4.24 +35045,0.42,Premium,F,VS2,61.9,58.0,884.0,4.76,4.8,2.96 +26127,2.04,Very Good,I,SI1,63.1,58.0,15412.0,8.06,7.99,5.06 +43855,0.55,Premium,G,VS2,59.6,59.0,1448.0,5.32,5.36,3.18 +34251,0.38,Ideal,G,SI1,60.9,56.0,855.0,4.71,4.68,2.86 +26537,2.42,Premium,J,SI2,62.3,58.0,16198.0,8.63,8.55,5.35 +48559,0.63,Very Good,H,VS1,61.1,57.0,1991.0,5.5,5.54,3.37 +2245,0.7,Good,E,VS1,61.2,58.0,3148.0,5.66,5.72,3.48 +4965,0.9,Good,G,SI1,63.7,58.0,3734.0,6.09,6.12,3.89 +24682,1.74,Premium,I,VS1,62.5,57.0,13037.0,7.71,7.67,4.81 +30969,0.38,Premium,I,SI1,60.2,60.0,746.0,4.68,4.65,2.81 +16221,1.03,Premium,F,VS2,62.0,58.0,6484.0,6.5,6.46,4.02 +4473,0.98,Fair,F,SI1,61.8,66.0,3622.0,6.38,6.27,3.91 +36746,0.4,Good,D,VS1,60.5,63.0,954.0,4.75,4.77,2.88 +53879,0.51,Ideal,E,VVS1,61.9,54.0,2745.0,5.17,5.11,3.18 +47552,0.51,Premium,D,VS1,59.5,57.0,1873.0,5.24,5.21,3.11 +4926,1.08,Very Good,E,SI2,63.5,56.0,3726.0,6.53,6.48,4.13 +34812,0.39,Premium,G,SI1,62.4,58.0,878.0,4.72,4.67,2.93 +46007,0.57,Very Good,H,VVS2,60.2,56.0,1726.0,5.41,5.44,3.27 +4220,0.9,Very Good,F,SI2,62.4,58.0,3569.0,6.15,6.19,3.85 +34557,0.4,Premium,G,SI1,59.4,60.0,870.0,4.85,4.82,2.87 +11777,1.21,Premium,H,SI2,60.0,61.0,5082.0,6.88,6.79,4.1 +39911,0.5,Ideal,E,SI2,61.8,58.0,1104.0,5.08,5.11,3.15 +36083,0.33,Ideal,G,IF,61.0,57.0,925.0,4.45,4.48,2.72 +3474,0.94,Very Good,H,SI2,61.9,57.0,3394.0,6.21,6.29,3.87 +31760,0.4,Ideal,D,SI1,61.8,55.0,772.0,4.74,4.78,2.94 +47879,0.52,Ideal,G,VVS2,62.3,55.0,1911.0,5.12,5.16,3.2 +34317,0.31,Very Good,F,VVS1,61.4,56.0,859.0,4.37,4.4,2.69 +3100,0.52,Ideal,D,VVS1,60.9,56.0,3321.0,5.2,5.24,3.18 +1539,0.9,Ideal,I,SI2,62.0,56.0,3001.0,6.16,6.2,3.83 +25476,1.5,Very Good,F,VS2,61.3,61.0,14242.0,7.33,7.36,4.5 +38683,0.3,Ideal,F,VVS1,61.9,55.0,1041.0,4.32,4.34,2.68 +25828,1.18,Ideal,E,IF,61.1,56.0,14847.0,6.78,6.91,4.18 +23779,1.05,Premium,E,IF,59.0,58.0,11838.0,6.66,6.7,3.94 +9729,0.9,Good,F,VS2,60.0,58.0,4655.0,6.21,6.26,3.74 +33175,0.41,Premium,E,SI2,59.5,62.0,818.0,4.84,4.8,2.87 +15873,1.26,Premium,I,VS2,61.2,59.0,6350.0,7.03,6.9,4.26 +47330,0.23,Very Good,F,VVS1,59.3,58.0,530.0,4.02,4.04,2.39 +18130,1.51,Good,H,SI2,59.9,64.0,7340.0,7.53,7.39,4.47 +4139,0.77,Ideal,G,VS2,62.1,56.0,3544.0,5.84,5.88,3.64 +24577,1.51,Very Good,G,VS2,63.5,57.0,12872.0,7.23,7.19,4.58 +10968,1.14,Very Good,J,VS1,61.5,59.0,4905.0,6.64,6.75,4.11 +31086,0.33,Premium,G,VVS2,60.6,58.0,752.0,4.47,4.5,2.72 +35085,0.3,Ideal,F,IF,62.0,58.0,886.0,4.25,4.3,2.65 +23802,1.5,Premium,D,SI1,62.1,60.0,11863.0,7.28,7.22,4.5 +10978,1.01,Good,H,VS2,59.6,64.0,4909.0,6.53,6.45,3.87 +35437,0.32,Premium,E,VS2,60.5,59.0,900.0,4.43,4.39,2.67 +39950,0.24,Good,F,IF,65.1,58.0,492.0,3.86,3.88,2.52 +17608,1.33,Premium,E,SI2,62.5,58.0,7090.0,7.03,6.99,4.38 +18031,0.35,Ideal,I,VVS2,62.3,57.0,614.0,4.49,4.53,2.81 +44738,0.5,Ideal,E,SI1,61.8,56.0,1617.0,5.11,5.07,3.14 +5073,0.9,Fair,F,VS1,65.7,59.0,3750.0,5.96,5.92,3.9 +53833,0.72,Ideal,F,SI1,62.0,55.0,2737.0,5.76,5.79,3.58 +27148,1.59,Ideal,F,VS1,62.9,57.0,17366.0,7.38,7.48,4.62 +20315,1.09,Ideal,F,VS1,61.7,57.0,8730.0,6.58,6.62,4.07 +43714,0.51,Ideal,E,SI1,60.8,57.0,1437.0,5.17,5.22,3.16 +29198,0.33,Very Good,I,IF,59.0,61.0,694.0,4.49,4.56,2.67 +9812,1.11,Premium,G,SI2,61.5,58.0,4670.0,6.6,6.67,4.08 +28553,0.3,Premium,H,VS1,61.3,58.0,675.0,4.32,4.29,2.64 +25863,2.04,Premium,H,SI2,60.8,58.0,14945.0,8.23,8.14,4.98 +24604,1.75,Good,D,SI1,63.8,57.0,12918.0,7.63,7.53,4.84 +17093,1.04,Ideal,F,VS2,62.1,57.0,6814.0,6.53,6.48,4.04 +5766,0.78,Very Good,E,VS1,61.5,60.0,3898.0,5.86,5.92,3.62 +45434,0.52,Very Good,E,VS2,63.3,56.0,1670.0,5.12,5.08,3.23 +19543,1.59,Ideal,J,SI1,62.4,55.0,8176.0,7.45,7.48,4.66 +29114,0.34,Premium,H,VS2,62.4,60.0,689.0,4.44,4.41,2.76 +34929,0.32,Good,J,SI1,63.2,56.0,374.0,4.31,4.36,2.74 +45120,0.52,Ideal,D,SI1,62.5,56.0,1651.0,5.19,5.14,3.23 +12556,1.21,Ideal,J,VS2,62.6,54.2,5275.0,6.79,6.81,4.26 +19601,1.51,Very Good,I,VS2,63.1,56.0,8223.0,7.26,7.32,4.6 +53757,0.84,Fair,G,VS1,55.6,64.0,2724.0,6.42,6.32,3.54 +21570,1.1,Ideal,F,VS1,61.5,56.0,9669.0,6.63,6.66,4.09 +1814,0.65,Very Good,D,VVS2,59.9,58.0,3056.0,5.63,5.69,3.39 +25755,2.09,Very Good,I,SI2,63.0,57.0,14704.0,8.09,8.13,5.11 +17772,1.56,Premium,I,SI1,61.7,59.0,7155.0,7.44,7.38,4.57 +14127,1.0,Ideal,E,SI1,62.8,54.2,5728.0,6.32,6.4,4.01 +53898,1.02,Good,H,I1,64.3,63.0,2751.0,6.28,6.23,4.02 +10473,1.01,Fair,F,VS2,64.8,56.0,4791.0,6.3,6.25,4.07 +25328,2.02,Good,I,SI2,58.2,57.0,14027.0,8.31,8.35,4.85 +26218,2.1,Premium,I,SI1,59.9,61.0,15615.0,8.34,8.26,4.97 +49475,0.72,Very Good,G,SI2,60.6,61.0,2114.0,5.73,5.79,3.49 +11979,1.08,Ideal,H,SI2,61.4,57.0,5141.0,6.66,6.6,4.07 +26723,0.32,Ideal,F,VS2,61.6,57.0,645.0,4.4,4.43,2.72 +49165,0.58,Premium,G,VS1,59.9,58.0,2071.0,5.49,5.37,3.25 +8699,0.9,Good,G,VS1,63.6,58.0,4460.0,6.12,6.09,3.88 +21579,1.51,Premium,I,VS2,60.5,59.0,9682.0,7.44,7.41,4.49 +1922,0.91,Very Good,J,VS1,63.5,55.0,3082.0,6.22,6.12,3.92 +10472,1.01,Fair,F,VS2,64.8,56.0,4791.0,6.3,6.25,4.07 +16725,0.38,Ideal,I,SI1,61.7,56.0,610.0,4.64,4.67,2.87 +8716,0.37,Ideal,G,SI1,62.0,55.0,586.0,4.62,4.64,2.87 +17603,1.21,Ideal,E,SI1,62.3,56.0,7088.0,6.87,6.81,4.26 +30781,0.4,Ideal,D,SI1,62.5,55.0,741.0,4.71,4.73,2.95 +17085,1.28,Very Good,D,SI2,61.2,58.0,6811.0,6.96,7.09,4.3 +40645,0.45,Very Good,G,VS1,60.0,57.1,1154.0,4.99,5.03,3.0 +30988,0.37,Very Good,F,VS2,61.0,58.0,746.0,4.61,4.63,2.82 +15199,1.01,Very Good,G,VS2,61.9,56.0,6105.0,6.34,6.42,3.95 +10456,1.0,Ideal,H,SI1,60.3,56.0,4788.0,6.54,6.52,3.94 +24260,1.5,Very Good,E,VS2,59.4,62.0,12474.0,7.4,7.48,4.42 +10202,0.9,Very Good,H,VVS2,62.4,58.0,4740.0,6.12,6.15,3.83 +27883,0.3,Very Good,G,VVS2,62.3,57.0,655.0,4.26,4.28,2.66 +34902,0.33,Ideal,F,VVS1,61.8,53.0,880.0,4.48,4.51,2.78 +52235,0.6,Very Good,G,VVS1,60.0,58.0,2485.0,5.53,5.43,3.29 +24109,1.13,Ideal,D,VVS2,61.7,57.0,12261.0,6.68,6.65,4.11 +45392,0.54,Premium,D,SI1,60.0,58.0,1667.0,5.3,5.26,3.17 +36635,0.41,Very Good,D,SI1,63.2,58.0,947.0,4.77,4.72,3.0 +46228,0.5,Very Good,D,VS2,62.8,58.0,1752.0,5.05,5.08,3.18 +15107,1.21,Premium,E,SI2,61.9,60.0,6071.0,6.78,6.73,4.18 +31175,0.35,Ideal,G,VVS2,61.8,55.0,756.0,4.54,4.56,2.81 +39520,0.36,Premium,E,VS2,62.0,57.0,1080.0,4.57,4.52,2.82 +6347,1.0,Premium,H,SI2,62.7,59.0,4032.0,6.35,6.31,3.97 +41999,0.43,Ideal,D,VS1,62.1,56.0,1264.0,4.87,4.85,3.02 +6399,1.01,Premium,G,SI2,62.1,61.0,4038.0,6.38,6.27,3.93 +50579,0.56,Ideal,G,IF,62.0,56.0,2279.0,5.28,5.33,3.29 +4798,0.77,Ideal,E,VS1,62.0,56.0,3697.0,5.87,5.9,3.65 +49926,0.7,Very Good,E,SI1,59.1,63.0,2184.0,5.89,5.81,3.46 +3864,0.86,Ideal,E,SI2,60.0,56.0,3478.0,6.22,6.24,3.74 +34226,0.4,Good,I,VS2,63.8,54.0,855.0,4.72,4.68,3.0 +29801,0.3,Ideal,D,SI1,61.6,57.0,709.0,4.32,4.28,2.65 +25366,0.28,Very Good,D,VVS1,60.6,58.0,642.0,4.23,4.25,2.57 +43845,0.58,Ideal,G,SI1,62.2,55.0,1446.0,5.33,5.37,3.33 +29627,0.3,Good,J,VS2,64.1,58.0,441.0,4.26,4.23,2.72 +1392,0.24,Ideal,G,VVS1,62.0,56.0,559.0,3.97,4.01,2.47 +20174,1.02,Very Good,F,VVS2,59.4,59.0,8627.0,6.58,6.69,3.94 +42936,0.32,Premium,I,VS1,61.9,58.0,505.0,4.36,4.4,2.71 +51502,0.7,Ideal,F,SI1,62.3,56.0,2382.0,5.65,5.68,3.53 +21541,1.01,Very Good,E,VVS2,63.4,56.0,9642.0,6.32,6.37,4.02 +27917,0.32,Very Good,D,VS2,62.9,59.0,657.0,4.36,4.39,2.75 +20607,1.0,Very Good,E,VVS2,63.5,55.0,8910.0,6.36,6.31,4.02 +51412,0.73,Premium,I,VS1,60.3,58.0,2371.0,5.83,5.87,3.53 +10595,1.02,Ideal,E,SI2,61.6,55.0,4824.0,6.46,6.52,4.0 +26203,1.5,Fair,E,VS1,65.4,57.0,15584.0,7.14,7.07,4.65 +27724,2.01,Ideal,G,SI1,62.2,56.0,18741.0,8.02,7.97,4.97 +36755,0.33,Ideal,D,VVS2,61.1,56.0,955.0,4.44,4.46,2.72 +18731,1.19,Ideal,H,VVS2,61.6,56.0,7651.0,6.78,6.86,4.2 +30299,0.3,Ideal,D,SI2,61.1,55.0,447.0,4.32,4.35,2.65 +33047,0.3,Ideal,F,VVS1,62.2,57.0,814.0,4.28,4.31,2.67 +25605,1.51,Premium,F,VS2,61.9,59.0,14465.0,7.39,7.31,4.55 +49609,0.7,Very Good,H,VS2,61.4,54.0,2138.0,5.77,5.66,3.51 +46235,0.58,Ideal,E,VS2,62.0,57.0,1752.0,5.33,5.35,3.31 +47706,0.58,Ideal,E,VS2,61.1,57.0,1884.0,5.39,5.41,3.3 +24930,1.5,Ideal,G,VS1,61.8,56.0,13377.0,7.38,7.31,4.54 +42875,0.45,Ideal,G,VVS1,61.7,56.0,1358.0,4.96,4.93,3.05 +3795,0.71,Very Good,E,VS1,61.6,59.0,3464.0,5.65,5.72,3.5 +27996,0.3,Ideal,E,VS2,61.2,55.0,658.0,4.31,4.35,2.65 +32182,0.39,Premium,G,VS2,62.3,59.0,787.0,4.65,4.69,2.91 +41939,0.45,Premium,G,VVS1,60.8,58.0,1263.0,4.92,4.98,3.01 +8524,1.05,Very Good,G,SI2,63.5,57.0,4427.0,6.39,6.43,4.07 +36799,0.34,Premium,E,VS2,62.8,58.0,956.0,4.45,4.43,2.79 +25177,1.54,Ideal,G,VS2,60.6,57.0,13761.0,7.55,7.49,4.56 +31677,0.26,Ideal,E,VVS1,62.0,56.0,769.0,4.13,4.09,2.55 +17468,0.91,Premium,E,VVS2,61.1,61.0,7006.0,6.24,6.2,3.8 +30056,0.41,Premium,G,SI1,61.3,58.0,719.0,4.76,4.8,2.93 +5860,0.91,Good,H,VS2,63.1,59.0,3921.0,6.13,6.16,3.88 +39524,0.51,Premium,I,SI1,62.7,59.0,1080.0,5.09,5.06,3.18 +7031,0.94,Premium,G,SI1,61.3,61.0,4159.0,6.33,6.27,3.86 +23483,1.5,Premium,F,SI1,61.4,59.0,11484.0,7.31,7.34,4.5 +18870,1.41,Good,G,SI1,63.7,57.0,7738.0,7.13,7.03,4.51 +2315,1.01,Premium,H,I1,58.1,59.0,3167.0,6.66,6.6,0.0 +49054,0.7,Very Good,G,SI2,60.6,58.0,2057.0,5.72,5.77,3.48 +42477,0.51,Very Good,E,SI1,60.8,55.0,1318.0,5.17,5.2,3.15 +52352,0.7,Fair,H,VVS2,65.8,58.0,2500.0,5.49,5.42,3.59 +25200,2.1,Very Good,H,SI2,63.3,57.0,13790.0,8.2,8.08,5.15 +13095,1.09,Ideal,I,VS2,61.9,56.0,5421.0,6.62,6.67,4.09 +10008,0.9,Very Good,E,VS2,62.2,56.0,4707.0,6.12,6.17,3.82 +52566,0.9,Fair,F,SI2,69.0,59.0,2536.0,5.89,5.82,4.04 +40164,0.47,Premium,G,VS2,61.0,59.0,1116.0,5.03,5.0,3.06 +50534,0.57,Premium,E,VS2,62.2,59.0,2274.0,5.29,5.26,3.28 +34027,0.44,Premium,D,SI1,61.9,59.0,849.0,4.86,4.9,3.02 +53796,0.62,Ideal,E,VS1,61.3,56.0,2731.0,5.52,5.54,3.39 +1900,0.72,Premium,E,VS2,62.5,59.0,3078.0,5.7,5.73,3.57 +7134,1.0,Ideal,I,SI1,62.7,56.0,4174.0,6.33,6.37,3.98 +26271,2.48,Very Good,H,SI2,63.3,56.0,15746.0,8.6,8.55,5.43 +23356,0.3,Ideal,I,SI1,61.5,57.0,422.0,4.3,4.35,2.66 +34203,0.33,Ideal,F,VS2,62.3,56.0,854.0,4.45,4.41,2.76 +30399,0.32,Ideal,H,VVS1,61.9,56.0,730.0,4.38,4.41,2.72 +27410,2.09,Premium,F,SI2,61.7,59.0,18002.0,8.23,8.21,5.07 +4196,0.93,Very Good,I,VS2,63.5,57.0,3563.0,6.13,6.21,3.92 +37360,0.4,Premium,G,VVS2,59.7,58.0,982.0,4.78,4.8,2.86 +5741,0.9,Very Good,F,SI1,61.1,56.0,3893.0,6.23,6.3,3.83 +48815,0.56,Ideal,D,VS1,61.7,56.0,2026.0,5.33,5.3,3.28 +52683,0.71,Ideal,D,SI2,62.7,55.0,2551.0,5.67,5.71,3.57 +17635,1.02,Premium,D,VS2,62.7,58.0,7101.0,6.44,6.35,4.01 +34434,0.3,Ideal,G,IF,61.9,55.0,863.0,4.33,4.36,2.69 +23067,2.01,Good,G,SI2,63.6,59.0,11096.0,7.97,7.9,5.05 +16228,1.01,Premium,E,VS2,62.4,60.0,6488.0,6.39,6.43,4.0 +32965,0.32,Premium,H,SI1,62.3,60.0,461.0,4.36,4.4,2.73 +34194,0.33,Premium,F,VS2,60.1,58.0,854.0,4.47,4.45,2.68 +3813,0.9,Very Good,F,SI2,61.3,60.0,3468.0,6.18,6.22,3.8 +36076,0.4,Premium,D,SI1,62.5,61.0,924.0,4.69,4.66,2.92 +4456,1.01,Very Good,J,VS2,63.3,54.0,3620.0,6.42,6.34,4.04 +50546,0.71,Premium,F,SI2,62.1,60.0,2275.0,5.7,5.66,3.53 +46531,0.51,Premium,G,VS1,62.9,58.0,1781.0,5.1,5.05,3.19 +34815,0.41,Very Good,F,SI1,63.1,56.0,878.0,4.73,4.69,2.97 +15658,1.36,Very Good,H,SI2,61.5,58.0,6279.0,7.09,7.16,4.38 +42497,0.53,Very Good,F,SI1,61.5,59.0,1320.0,5.15,5.19,3.18 +44546,0.57,Very Good,H,VS2,61.7,54.8,1605.0,5.34,5.37,3.3 +50806,0.7,Premium,F,SI1,59.9,58.0,2306.0,5.73,5.69,3.42 +33066,0.32,Ideal,H,IF,61.1,56.0,814.0,4.45,4.48,2.73 +44402,0.43,Ideal,D,VVS1,62.3,56.0,1584.0,4.81,4.82,3.0 +385,1.0,Fair,J,VS2,65.7,59.0,2811.0,6.14,6.07,4.01 +47196,0.59,Very Good,E,VS2,59.9,56.0,1838.0,5.46,5.49,3.28 +44540,0.51,Very Good,F,VS1,61.4,60.0,1604.0,5.07,5.13,3.13 +25891,1.73,Very Good,G,VS1,62.8,57.0,15014.0,7.57,7.72,4.8 +44551,0.55,Ideal,G,SI1,61.9,57.0,1605.0,5.23,5.27,3.25 +29037,0.42,Good,G,SI1,63.1,56.0,687.0,4.75,4.79,3.01 +41391,0.42,Premium,F,VVS2,61.7,59.0,1221.0,4.82,4.78,2.96 +5666,1.0,Premium,F,SI1,59.4,62.0,3881.0,6.55,6.52,3.88 +41563,0.51,Ideal,G,SI1,61.7,54.0,1237.0,5.14,5.2,3.19 +32946,0.34,Ideal,I,SI1,62.4,56.0,459.0,4.45,4.49,2.79 +32279,0.3,Very Good,E,VVS2,61.3,59.0,789.0,4.3,4.32,2.64 +32981,0.37,Ideal,E,VS2,61.5,56.0,811.0,4.59,4.62,2.83 +4480,0.81,Ideal,F,VS2,61.8,55.0,3624.0,5.96,5.92,3.67 +27937,0.25,Ideal,F,SI1,61.5,56.0,430.0,4.06,4.09,2.5 +23990,1.46,Premium,G,VS1,62.3,58.0,12151.0,7.2,7.25,4.5 +32694,0.31,Very Good,G,VS1,63.2,56.0,802.0,4.29,4.28,2.71 +16109,1.0,Very Good,D,VS2,63.1,59.0,6440.0,6.26,6.36,3.98 +24565,2.05,Premium,G,SI2,62.1,56.0,12857.0,8.18,8.1,5.04 +43609,0.34,Very Good,G,SI1,60.8,59.0,507.0,4.46,4.56,2.74 +33226,0.36,Ideal,H,VVS1,62.3,56.0,821.0,4.54,4.57,2.84 +5347,0.93,Premium,D,SI1,60.8,60.0,3812.0,6.3,6.24,3.81 +31028,0.31,Ideal,F,VS2,60.8,57.0,749.0,4.41,4.38,2.67 +37177,0.32,Ideal,D,VS2,62.6,55.0,972.0,4.39,4.37,2.74 +44964,0.53,Premium,F,VS2,62.1,58.0,1636.0,5.21,5.16,3.22 +48673,0.5,Very Good,E,VVS2,60.9,59.0,2003.0,5.07,5.11,3.1 +32662,0.31,Premium,H,VVS2,61.9,58.0,802.0,4.33,4.3,2.67 +17912,1.01,Good,E,VS1,63.4,58.0,7234.0,6.36,6.38,4.04 +40435,0.36,Ideal,F,IF,62.2,55.0,1137.0,4.57,4.62,2.86 +15263,1.11,Ideal,D,SI2,61.3,56.0,6129.0,6.68,6.74,4.12 +52148,0.71,Ideal,E,SI2,61.5,57.0,2470.0,5.74,5.78,3.54 +28274,0.24,Very Good,E,VS2,64.1,59.0,362.0,3.88,3.92,2.5 +22313,1.5,Fair,G,SI1,64.5,57.0,10352.0,7.15,7.09,4.59 +843,0.79,Premium,E,SI2,61.0,58.0,2868.0,5.96,5.9,3.62 +34184,0.33,Premium,G,VS1,61.6,58.0,854.0,4.44,4.39,2.72 +18516,1.17,Ideal,G,VS2,61.3,56.0,7548.0,6.81,6.79,4.17 +21407,1.39,Ideal,D,SI1,61.9,52.0,9519.0,7.24,7.25,4.48 +47963,0.57,Ideal,E,VS2,60.8,56.0,1919.0,5.34,5.37,3.26 +24767,1.72,Premium,H,VS2,61.9,56.0,13122.0,7.74,7.67,4.77 +35195,0.31,Ideal,G,IF,61.6,55.0,891.0,4.35,4.38,2.69 +44606,0.53,Premium,G,VS2,62.0,58.0,1607.0,5.21,5.18,3.22 +19975,1.2,Good,D,VS2,62.4,60.0,8521.0,6.69,6.77,4.2 +41709,0.51,Very Good,G,SI1,62.7,59.0,1243.0,5.07,5.13,3.2 +24255,1.5,Ideal,F,SI1,62.0,60.0,12466.0,7.32,7.29,4.53 +50283,0.3,Very Good,H,VS1,62.3,56.0,541.0,4.29,4.32,2.68 +14439,1.15,Very Good,H,VS2,60.3,59.0,5831.0,6.75,6.79,4.08 +32821,0.34,Ideal,D,VS2,62.5,57.0,805.0,4.4,4.47,2.77 +8131,1.01,Ideal,E,SI2,62.1,56.0,4355.0,6.39,6.43,3.98 +44994,0.31,Premium,I,SI1,60.7,60.0,523.0,4.37,4.33,2.64 +36646,0.43,Good,F,SI1,63.6,53.0,948.0,4.83,4.79,3.06 +19079,1.33,Ideal,H,VS2,62.6,57.0,7850.0,7.02,6.98,4.38 +31417,0.3,Ideal,G,VVS1,61.6,58.0,764.0,4.31,4.32,2.66 +2938,0.77,Premium,D,VS2,61.8,58.0,3291.0,5.84,5.81,3.6 +20628,1.54,Ideal,G,SI2,62.3,60.0,8923.0,7.29,7.34,4.56 +47448,0.53,Ideal,D,VS2,61.2,56.0,1857.0,5.2,5.23,3.19 +34761,0.41,Premium,E,SI2,61.3,59.0,876.0,4.85,4.8,2.96 +39201,0.41,Good,F,VVS2,63.6,56.0,1064.0,4.72,4.68,2.99 +37882,0.4,Ideal,E,VS1,61.2,55.0,1005.0,4.79,4.76,2.92 +46649,0.3,Very Good,G,VS2,63.0,55.0,526.0,4.29,4.31,2.71 +17025,2.0,Fair,J,I1,66.5,56.0,6796.0,7.93,7.8,5.23 +30532,0.3,Ideal,G,VVS1,60.6,57.0,734.0,4.36,4.38,2.65 +35836,0.42,Very Good,G,SI1,61.7,55.0,916.0,4.78,4.81,2.96 +38925,0.51,Premium,G,SI2,60.8,59.0,1052.0,5.2,5.19,3.16 +21870,1.25,Ideal,D,VS2,62.6,56.0,9933.0,6.84,6.87,4.29 +10858,1.11,Fair,E,SI2,64.7,61.0,4873.0,6.42,6.39,4.14 +51215,0.7,Premium,G,SI1,60.3,61.0,2352.0,5.75,5.72,3.46 +28111,0.36,Premium,D,SI1,61.4,58.0,663.0,4.56,4.59,2.81 +30339,0.34,Premium,F,SI1,59.3,60.0,727.0,4.58,4.52,2.7 +52459,0.7,Ideal,G,VS2,61.2,57.0,2515.0,5.77,5.7,3.51 +8286,1.0,Very Good,F,SI2,62.2,55.0,4383.0,6.39,6.44,3.99 +2133,0.9,Very Good,G,SI2,64.2,56.0,3123.0,6.04,6.11,3.9 +40570,0.52,Ideal,G,SI2,63.0,55.0,1151.0,5.14,5.12,3.23 +20070,0.31,Ideal,G,VS1,62.1,55.0,625.0,4.33,4.36,2.7 +35627,0.3,Good,H,VS2,63.5,58.0,473.0,4.24,4.27,2.7 +4010,0.9,Good,F,SI2,63.1,58.0,3519.0,6.11,6.13,3.86 +39196,0.38,Premium,D,VS1,58.2,58.0,1064.0,4.81,4.77,2.79 +39385,0.4,Very Good,E,VVS2,63.7,59.0,1075.0,4.66,4.69,2.98 +17260,1.02,Premium,D,VS2,59.8,61.0,6909.0,6.61,6.54,3.93 +27296,1.71,Premium,F,VS2,61.4,60.0,17766.0,7.72,7.62,4.71 +49633,0.32,Premium,I,SI1,61.6,61.0,540.0,4.4,4.36,2.7 +37515,0.39,Ideal,E,VS2,60.4,56.0,985.0,4.73,4.7,2.85 +43348,0.51,Ideal,F,SI1,61.3,56.0,1406.0,5.19,5.16,3.17 +44789,0.5,Premium,E,VS2,61.4,58.0,1624.0,5.07,5.12,3.13 +14519,1.01,Premium,G,VS2,63.0,56.0,5864.0,6.41,6.35,4.02 +39697,0.48,Good,G,VS2,65.4,59.0,1088.0,4.79,4.88,3.16 +35487,0.59,Fair,G,I1,64.6,56.0,903.0,5.26,5.2,3.38 +39460,0.4,Very Good,D,VVS2,58.3,59.0,1078.0,4.88,4.9,2.85 +26434,1.55,Premium,F,VS1,62.0,60.0,15966.0,7.4,7.31,4.56 +1289,0.72,Ideal,G,VS2,61.5,55.0,2952.0,5.76,5.79,3.55 +8515,1.01,Ideal,J,VS2,62.3,55.0,4425.0,6.4,6.44,4.0 +46723,0.52,Very Good,G,VVS2,62.0,57.0,1794.0,5.15,5.19,3.2 +33472,0.32,Ideal,F,VS2,61.3,56.0,828.0,4.43,4.41,2.71 +19291,1.02,Good,F,VS1,62.6,54.3,8011.0,6.41,6.45,4.02 +41959,0.23,Very Good,E,VVS2,60.8,61.0,505.0,3.91,3.94,2.39 +15295,1.4,Ideal,J,SI1,62.7,57.0,6139.0,7.13,7.09,4.46 +2791,0.91,Very Good,J,VS2,61.0,58.0,3258.0,6.22,6.3,3.82 +20588,1.07,Ideal,G,VVS1,60.9,56.0,8895.0,6.6,6.67,4.04 +50874,0.81,Premium,H,SI2,61.6,62.0,2313.0,6.0,5.92,3.67 +18933,1.59,Premium,D,SI2,59.4,61.0,7779.0,7.62,7.56,4.51 +30027,0.32,Ideal,G,VS1,62.3,55.0,718.0,4.41,4.39,2.74 +9850,1.01,Premium,F,SI2,61.9,58.0,4676.0,6.39,6.34,3.94 +8727,0.27,Very Good,E,VVS2,61.8,59.0,586.0,4.14,4.18,2.57 +28695,0.43,Ideal,J,VS1,62.1,55.0,679.0,4.84,4.86,3.01 +48978,0.36,Premium,D,SI2,60.0,58.0,537.0,4.58,4.62,2.76 +15497,1.12,Ideal,G,VS2,62.1,57.0,6209.0,6.6,6.63,4.11 +8855,1.0,Very Good,E,SI2,63.5,54.0,4480.0,6.41,6.35,4.05 +33586,0.35,Very Good,G,IF,62.1,56.0,833.0,4.54,4.57,2.82 +10873,1.1,Very Good,I,VS1,61.0,59.0,4878.0,6.65,6.67,4.06 +35337,0.32,Ideal,G,IF,61.7,57.0,898.0,4.39,4.42,2.72 +42262,0.49,Good,F,VS1,59.2,60.9,1294.0,5.08,5.18,3.04 +37825,0.33,Premium,E,VS1,61.6,58.0,1002.0,4.45,4.41,2.73 +14168,1.19,Premium,I,VS1,59.9,61.0,5747.0,6.91,6.85,4.12 +826,0.71,Ideal,E,VS1,62.2,55.0,2866.0,5.74,5.7,3.56 +603,0.7,Premium,F,VS2,60.9,61.0,2838.0,5.71,5.66,3.46 +1329,0.7,Ideal,D,VS2,61.3,57.0,2960.0,5.72,5.76,3.52 +48810,0.72,Very Good,I,SI1,59.8,58.0,2026.0,5.84,5.87,3.5 +14050,0.32,Ideal,I,VS1,62.3,56.0,605.0,4.4,4.37,2.73 +46087,0.56,Ideal,F,VS2,60.0,57.0,1739.0,5.36,5.38,3.22 +51580,0.61,Premium,F,VVS2,59.7,58.0,2392.0,5.56,5.53,3.31 +20861,2.17,Premium,F,I1,60.7,59.0,9078.0,8.43,8.35,5.09 +50786,0.55,Ideal,H,VVS1,61.6,55.0,2303.0,5.26,5.29,3.25 +2944,1.0,Very Good,J,SI2,63.2,62.0,3293.0,6.32,6.27,3.98 +7022,1.04,Premium,G,SI2,60.3,62.0,4158.0,6.56,6.5,3.94 +5797,1.01,Very Good,J,SI2,62.8,59.0,3906.0,6.34,6.37,3.99 +21404,1.57,Ideal,J,VVS2,61.4,57.0,9516.0,7.5,7.45,4.59 +37779,0.37,Ideal,E,VS1,61.3,55.0,999.0,4.68,4.65,2.86 +37472,0.42,Ideal,G,VS1,62.5,54.0,984.0,4.84,4.79,3.01 +642,0.7,Very Good,E,VS2,60.2,62.0,2843.0,5.71,5.75,3.45 +25659,1.5,Good,E,VS2,57.8,63.0,14565.0,7.58,7.53,4.37 +19257,1.39,Premium,H,SI1,62.7,58.0,7986.0,7.15,7.08,4.46 +49001,0.73,Fair,G,SI2,64.7,60.0,2050.0,5.68,5.64,3.66 +10255,0.93,Premium,G,VS2,62.2,59.0,4750.0,6.26,6.21,3.88 +48522,0.54,Ideal,G,VVS2,60.6,56.0,1985.0,5.26,5.27,3.19 +21553,2.01,Premium,I,SI2,62.5,60.0,9658.0,8.04,7.95,5.0 +6641,0.92,Good,G,SI1,60.6,60.0,4089.0,6.29,6.32,3.82 +262,0.87,Very Good,I,SI1,63.6,55.8,2791.0,6.07,6.1,3.87 +20947,1.05,Ideal,E,VS1,62.1,56.0,9160.0,6.57,6.48,4.05 +23300,1.59,Premium,H,VS2,62.1,58.0,11333.0,7.42,7.48,4.63 +51964,0.3,Ideal,H,VS1,62.1,56.0,545.0,4.28,4.32,2.67 +7769,0.91,Good,G,VS1,63.2,58.0,4284.0,6.07,6.15,3.86 +25498,1.71,Ideal,H,VS2,61.4,56.0,14292.0,7.68,7.71,4.72 +18071,1.27,Ideal,H,SI1,59.8,57.0,7297.0,7.08,7.01,4.22 +46881,0.53,Ideal,E,VS2,62.1,56.0,1813.0,5.2,5.17,3.22 +32736,0.31,Premium,F,VS2,62.9,59.0,802.0,4.32,4.27,2.7 +23094,1.13,Ideal,E,VVS2,61.6,56.0,11115.0,6.69,6.71,4.13 +35550,0.35,Premium,H,VVS2,62.5,58.0,906.0,4.51,4.48,2.81 +20317,1.22,Premium,F,VS2,62.3,57.0,8731.0,6.84,6.8,4.25 +47,0.32,Very Good,H,SI2,61.8,55.0,403.0,4.35,4.42,2.71 +31403,0.3,Ideal,G,VVS1,62.0,58.0,764.0,4.27,4.31,2.66 +43384,0.5,Premium,E,SI1,59.3,59.0,1410.0,5.19,5.24,3.09 +46875,0.53,Premium,E,VS2,61.6,57.0,1813.0,5.21,5.18,3.2 +53225,0.5,Ideal,D,VVS2,61.8,54.1,2639.0,5.1,5.14,3.16 +23275,1.58,Ideal,E,SI1,61.4,55.0,11294.0,7.53,7.5,4.61 +18044,0.35,Premium,E,SI1,61.2,58.0,614.0,4.53,4.59,2.79 +53243,0.71,Very Good,G,SI1,57.5,61.0,2644.0,5.91,5.96,3.41 +53345,0.7,Ideal,E,SI1,62.6,55.0,2656.0,5.62,5.66,3.53 +27424,2.01,Good,E,SI1,58.7,59.0,18027.0,8.23,8.27,4.84 +1275,0.72,Ideal,H,VS1,62.3,55.0,2949.0,5.72,5.74,3.57 +18056,0.33,Very Good,D,VS2,60.8,60.0,615.0,4.52,4.46,2.73 +12627,1.25,Ideal,I,SI2,63.3,56.0,5292.0,6.87,6.83,4.34 +9401,1.05,Ideal,H,SI2,61.9,56.0,4586.0,6.56,6.49,4.04 +32650,0.31,Premium,H,VVS2,61.4,58.0,802.0,4.37,4.32,2.67 +34769,0.41,Premium,E,SI2,62.9,58.0,876.0,4.75,4.72,2.98 +25668,1.11,Ideal,D,VVS1,62.1,55.0,14584.0,6.63,6.64,4.12 +52653,0.7,Ideal,H,SI1,60.5,57.0,2548.0,5.81,5.79,3.51 +29124,0.42,Ideal,I,SI1,61.6,55.0,690.0,4.83,4.85,2.98 +30789,0.3,Ideal,E,VVS2,61.2,56.0,742.0,4.34,4.38,2.67 +34695,0.3,Ideal,F,IF,61.7,56.0,873.0,4.31,4.35,2.67 +6718,0.34,Ideal,J,VS1,61.9,55.0,413.0,4.5,4.54,2.8 +26293,1.52,Good,E,VS1,64.0,55.0,15792.0,7.27,7.19,4.63 +50792,0.96,Fair,J,I1,59.5,60.0,2304.0,6.28,6.23,3.72 +4413,1.01,Very Good,I,SI1,58.8,58.0,3610.0,6.52,6.57,3.85 +44569,0.52,Premium,E,SI1,61.6,58.0,1605.0,5.17,5.12,3.17 +22965,1.55,Ideal,F,SI1,61.3,56.0,11011.0,7.45,7.49,4.58 +3548,0.91,Premium,H,SI1,60.9,58.0,3414.0,6.26,6.22,3.8 +45889,0.54,Ideal,J,VVS2,61.6,57.0,1720.0,5.25,5.23,3.23 +39127,0.41,Ideal,G,VS2,61.4,54.0,1061.0,4.84,4.77,2.95 +38356,0.33,Ideal,F,VVS1,61.9,56.0,1021.0,4.47,4.42,2.75 +14414,1.05,Very Good,D,SI1,60.5,56.0,5821.0,6.59,6.7,4.0 +16387,1.32,Premium,G,SI1,62.1,59.0,6542.0,7.03,6.99,4.35 +13089,1.29,Premium,H,SI2,61.0,57.0,5418.0,7.13,6.95,4.31 +33468,0.32,Premium,F,VS2,60.8,58.0,828.0,4.44,4.41,2.69 +21760,1.5,Ideal,I,VS2,60.0,61.0,9827.0,7.39,7.42,4.44 +18717,0.27,Very Good,E,VVS1,61.5,58.0,620.0,4.16,4.23,2.58 +43545,0.6,Premium,D,SI2,61.3,61.0,1428.0,5.46,5.4,3.33 +13799,1.0,Very Good,G,VS2,60.6,60.0,5623.0,6.4,6.5,3.91 +13967,1.02,Premium,F,SI1,60.1,60.0,5686.0,6.58,6.53,3.94 +26295,1.52,Ideal,F,VS2,62.9,53.0,15792.0,7.36,7.31,4.61 +38326,0.53,Ideal,H,SI2,61.9,54.0,1020.0,5.21,5.23,3.23 +28109,0.36,Ideal,D,SI1,62.7,57.0,663.0,4.54,4.59,2.86 +45308,0.3,Ideal,D,SI1,61.7,57.0,524.0,4.28,4.31,2.65 +37271,0.26,Ideal,H,VS1,62.2,55.0,482.0,4.12,4.14,2.57 +53886,0.75,Very Good,I,VVS2,62.0,59.0,2749.0,5.81,5.83,3.61 +5771,1.13,Premium,E,SI2,62.5,57.0,3898.0,6.68,6.63,4.16 +37624,0.44,Premium,F,VS2,62.2,58.0,990.0,4.88,4.83,3.02 +7790,0.92,Premium,G,VS2,61.6,62.0,4287.0,6.3,6.24,3.86 +17675,1.29,Ideal,F,SI2,61.9,55.0,7126.0,6.95,7.01,4.32 +7946,1.02,Ideal,H,SI2,60.7,57.0,4319.0,6.51,6.54,3.96 +49931,0.7,Premium,F,SI2,59.8,56.0,2184.0,5.78,5.73,3.44 +12755,1.04,Ideal,F,SI1,61.3,55.0,5321.0,6.51,6.53,4.0 +49923,0.77,Good,I,VS1,64.1,55.0,2184.0,5.8,5.86,3.73 +37992,0.32,Ideal,F,VVS2,62.1,54.0,1008.0,4.44,4.41,2.75 +14541,1.18,Good,D,SI2,59.7,61.0,5871.0,6.83,6.88,4.09 +14028,1.01,Ideal,D,SI1,62.0,55.0,5702.0,6.39,6.45,3.98 +6113,0.91,Good,H,VS2,62.7,62.0,3979.0,6.11,6.21,3.86 +36271,0.3,Ideal,G,SI1,62.0,53.0,477.0,4.33,4.38,2.7 +50146,0.71,Good,G,SI1,63.9,56.0,2215.0,5.62,5.59,3.58 +18649,1.03,Premium,E,VS1,61.5,58.0,7614.0,6.55,6.43,3.99 +24739,1.75,Premium,H,SI1,61.4,59.0,13081.0,7.79,7.69,4.75 +23696,1.51,Premium,D,SI1,62.5,60.0,11760.0,7.27,7.23,4.54 +34443,0.31,Ideal,E,VVS2,61.3,55.0,864.0,4.34,4.37,2.67 +17221,1.21,Ideal,E,SI1,62.0,56.0,6887.0,6.83,6.76,4.21 +33218,0.34,Premium,G,VS1,62.2,55.0,821.0,4.52,4.48,2.8 +17898,2.3,Premium,G,I1,60.2,59.0,7226.0,8.71,8.56,5.19 +15680,1.01,Good,F,VS2,61.7,58.0,6288.0,6.3,6.34,3.9 +51375,0.7,Good,H,VS1,63.9,58.0,2367.0,5.67,5.59,3.6 +32044,0.32,Ideal,G,VVS1,61.7,56.0,779.0,4.39,4.42,2.72 +3320,0.71,Ideal,D,VS2,62.4,56.0,3372.0,5.74,5.7,3.57 +25871,1.8,Ideal,I,VS1,62.4,54.0,14959.0,7.77,7.8,4.86 +35176,0.31,Ideal,G,IF,61.8,56.0,891.0,4.33,4.37,2.69 +3696,0.7,Ideal,D,VS2,62.7,57.0,3448.0,5.65,5.67,3.55 +30966,0.39,Premium,G,SI2,62.7,54.0,746.0,4.71,4.64,2.93 +323,0.71,Premium,F,VS2,62.8,57.0,2801.0,5.69,5.64,3.56 +41182,0.4,Premium,D,VS1,62.1,58.0,1200.0,4.73,4.7,2.93 +5020,1.13,Premium,G,I1,61.2,58.0,3746.0,6.77,6.66,4.11 +23991,1.5,Very Good,H,VS1,59.6,60.0,12152.0,7.39,7.42,4.41 +8254,1.11,Ideal,I,SI2,61.9,57.0,4377.0,6.62,6.66,4.11 +44246,0.51,Premium,F,VS2,62.3,60.0,1574.0,5.1,5.07,3.17 +40794,0.46,Good,F,VS1,59.9,61.9,1168.0,5.02,5.06,3.01 +37762,0.53,Ideal,J,SI1,61.6,55.0,999.0,5.2,5.23,3.21 +49327,0.51,Ideal,F,VVS2,61.2,56.0,2093.0,5.17,5.19,3.17 +18972,1.56,Ideal,J,VS2,62.4,57.0,7809.0,7.39,7.46,4.63 +43203,0.5,Very Good,D,SI1,62.8,61.0,1395.0,5.04,5.08,3.18 +38348,0.48,Premium,F,SI1,59.6,59.0,1020.0,5.13,5.11,3.05 +6318,0.94,Premium,E,SI2,62.4,58.0,4027.0,6.33,6.26,3.93 +8317,1.1,Ideal,J,SI1,61.5,55.0,4390.0,6.65,6.68,4.1 +18673,1.08,Ideal,G,VS1,61.8,58.0,7635.0,6.56,6.58,4.06 +46298,0.3,Good,H,VS1,63.1,57.0,526.0,4.24,4.26,2.68 +43925,0.28,Ideal,H,VVS2,61.2,55.0,514.0,4.18,4.22,2.57 +12787,1.0,Fair,D,SI1,65.5,60.0,5331.0,6.18,6.12,4.03 +23977,1.7,Good,H,VS2,63.3,57.0,12117.0,7.54,7.59,4.79 +42366,0.35,Ideal,D,VVS1,61.0,55.0,1303.0,4.62,4.59,2.81 +30444,0.29,Very Good,F,VVS1,60.5,57.0,731.0,4.31,4.34,2.61 +35894,0.32,Ideal,G,IF,61.8,55.0,918.0,4.42,4.45,2.74 +12511,0.92,Good,D,SI1,60.2,56.0,5259.0,6.28,6.32,3.79 +11720,0.34,Ideal,E,SI1,61.4,54.0,596.0,4.5,4.53,2.77 +23409,2.0,Good,I,SI2,64.2,52.0,11400.0,7.91,7.88,5.07 +38761,0.51,Ideal,F,SI2,62.7,57.0,1046.0,5.08,5.1,3.19 +23760,1.71,Ideal,E,SI2,61.9,57.0,11816.0,7.69,7.65,4.75 +52156,0.73,Very Good,F,SI1,59.7,60.0,2473.0,5.83,5.9,3.5 +25104,1.59,Very Good,D,SI1,62.8,54.0,13631.0,7.43,7.48,4.68 +20220,1.54,Premium,J,VVS2,61.1,59.0,8652.0,7.45,7.4,4.54 +16195,1.07,Premium,G,VS2,60.5,56.0,6471.0,6.71,6.64,4.04 +15952,1.14,Fair,G,VS1,57.5,67.0,6381.0,0.0,0.0,0.0 +23004,1.3,Premium,G,VVS1,60.5,60.0,11061.0,7.01,7.05,4.25 +3214,0.9,Good,H,SI2,61.3,61.0,3348.0,6.11,6.16,3.76 +3077,0.9,Premium,D,SI2,62.5,59.0,3312.0,6.18,6.13,3.85 +38173,0.42,Ideal,E,VS1,61.7,57.0,1014.0,4.78,4.81,2.96 +5319,1.08,Premium,I,SI2,62.7,57.0,3805.0,6.57,6.53,4.11 +49,0.25,Very Good,E,VS2,63.3,60.0,404.0,4.0,4.03,2.54 +42648,0.4,Very Good,E,VVS1,61.2,61.0,1333.0,4.7,4.74,2.89 +26392,2.0,Premium,G,SI2,62.1,59.0,15897.0,8.12,8.02,5.01 +34477,0.38,Ideal,E,VS2,60.1,56.0,866.0,4.69,4.72,2.83 +49955,0.3,Very Good,H,SI1,63.4,58.0,540.0,4.29,4.26,2.71 +1369,0.71,Ideal,I,VS1,61.5,56.0,2965.0,5.72,5.76,3.52 +26872,2.04,Ideal,H,SI2,61.5,57.0,16800.0,8.15,8.18,5.02 +4300,0.74,Ideal,F,VS1,61.9,54.0,3590.0,5.78,5.82,3.59 +48175,0.57,Premium,D,VS2,61.7,60.0,1944.0,5.28,5.32,3.27 +21091,1.18,Ideal,G,VVS1,61.1,57.0,9260.0,6.84,6.78,4.16 +695,0.71,Good,G,VS1,63.5,55.0,2853.0,5.64,5.66,3.59 +9379,0.32,Ideal,D,SI1,62.0,57.0,589.0,4.38,4.42,2.73 +41995,0.43,Premium,G,VVS1,61.3,57.0,1264.0,4.87,4.85,2.98 +24907,2.1,Very Good,J,VS2,61.5,60.7,13340.0,8.16,8.21,5.03 +18033,0.35,Premium,E,SI1,61.1,59.0,614.0,4.5,4.56,2.77 +11096,1.1,Premium,F,SI2,62.0,59.0,4928.0,6.62,6.6,4.1 +44735,0.57,Very Good,G,VS2,63.0,58.0,1617.0,5.24,5.27,3.31 +11191,1.18,Premium,H,SI2,58.7,60.0,4956.0,7.01,6.93,4.09 +4622,1.01,Premium,I,SI2,59.6,62.0,3665.0,6.56,6.5,3.89 +23376,0.33,Very Good,D,SI2,63.3,53.0,631.0,4.42,4.39,2.79 +31508,0.34,Premium,G,VS2,62.0,59.0,765.0,4.47,4.43,2.76 +8616,0.8,Good,E,VS1,60.2,54.0,4444.0,6.04,6.01,3.63 +17778,1.5,Very Good,H,SI2,62.0,63.0,7161.0,7.24,7.28,4.5 +1548,0.71,Premium,D,VS2,62.1,60.0,3002.0,5.68,5.72,3.54 +8935,1.01,Premium,F,SI2,62.2,59.0,4497.0,6.45,6.41,4.0 +27995,0.3,Premium,E,VS2,61.8,58.0,658.0,4.31,4.36,2.68 +32425,0.32,Very Good,E,VS1,61.1,59.8,792.0,4.43,4.45,2.71 +37348,0.4,Very Good,F,VVS2,60.5,57.0,982.0,4.76,4.79,2.89 +46504,0.53,Fair,E,VS1,62.3,67.0,1778.0,5.22,5.11,3.22 +35205,0.44,Premium,J,VS1,61.9,57.0,891.0,4.9,4.83,3.01 +38246,0.32,Ideal,E,IF,61.1,56.0,1018.0,4.42,4.48,2.72 +846,0.72,Ideal,E,SI1,60.8,55.0,2869.0,5.77,5.84,3.53 +17474,1.04,Ideal,F,VS1,61.4,57.0,7015.0,6.51,6.56,4.01 +17336,1.01,Very Good,E,VS2,62.6,59.0,6956.0,6.35,6.39,3.99 +19241,1.57,Premium,I,SI2,62.4,58.0,7976.0,7.41,7.37,4.61 +47888,0.59,Premium,D,SI1,62.3,54.0,1912.0,5.41,5.38,3.36 +15843,1.37,Premium,H,VS2,60.9,59.0,6337.0,7.22,7.17,4.38 +27494,2.01,Ideal,H,SI1,62.8,54.0,18186.0,8.03,8.08,5.05 +7599,1.06,Good,E,SI2,58.8,61.0,4257.0,6.63,6.67,3.91 +49055,0.61,Very Good,I,IF,60.2,57.0,2057.0,5.49,5.58,3.33 +43014,0.55,Very Good,F,SI1,59.1,59.0,1370.0,5.36,5.4,3.18 +52014,0.6,Premium,G,VVS1,60.0,58.0,2444.0,5.53,5.43,3.29 +41652,0.4,Ideal,E,VVS2,62.1,56.0,1238.0,4.73,4.7,2.93 +3207,0.71,Ideal,E,VS1,62.3,56.0,3346.0,5.69,5.74,3.56 +10079,0.32,Ideal,H,VS1,61.6,56.0,592.0,4.42,4.46,2.73 +27991,0.3,Ideal,E,VS2,62.0,55.0,658.0,4.25,4.3,2.65 +5210,0.9,Ideal,G,SI1,60.3,56.0,3780.0,6.27,6.23,3.77 +24200,1.53,Very Good,E,SI1,60.8,60.0,12386.0,7.43,7.51,4.54 +39792,0.39,Premium,G,VVS1,60.4,59.0,1095.0,4.72,4.75,2.86 +10451,1.14,Premium,I,SI1,59.1,58.0,4788.0,6.83,6.81,4.03 +37047,0.35,Ideal,E,VVS1,61.8,56.0,967.0,4.53,4.5,2.79 +34904,0.33,Ideal,F,VVS1,61.9,54.0,880.0,4.42,4.46,2.75 +37870,0.38,Ideal,F,VS1,61.1,56.0,1004.0,4.7,4.65,2.86 +42492,0.59,Premium,F,SI2,61.9,61.0,1319.0,5.38,5.33,3.31 +48105,0.5,Premium,G,VVS2,61.6,60.0,1935.0,5.13,5.1,3.15 +10425,1.24,Ideal,J,SI2,60.1,57.0,4783.0,7.02,6.98,4.21 +48075,0.7,Good,E,SI2,63.9,59.0,1929.0,5.68,5.56,3.59 +49374,0.7,Good,F,SI2,59.0,57.0,2100.0,5.8,5.83,3.43 +24857,2.0,Ideal,J,VS2,62.3,55.0,13263.0,8.03,8.06,5.01 +14316,1.16,Very Good,H,SI2,62.8,59.0,5799.0,6.7,6.64,4.19 +166,0.73,Very Good,H,VVS1,60.4,59.0,2772.0,5.83,5.89,3.54 +19287,1.0,Premium,G,VVS1,62.1,59.0,8008.0,6.29,6.4,3.94 +38466,0.35,Ideal,E,VVS1,60.7,55.0,1030.0,4.56,4.6,2.78 +23652,1.5,Very Good,E,SI1,60.8,58.0,11688.0,7.32,7.36,4.46 +23173,1.51,Premium,H,VS2,61.2,58.0,11188.0,7.4,7.36,4.52 +42567,0.62,Ideal,G,SI2,62.1,55.0,1327.0,5.46,5.49,3.4 +28323,0.33,Ideal,F,VS2,62.1,54.0,666.0,4.43,4.46,2.76 +35387,0.41,Premium,G,VS1,62.1,60.0,899.0,4.72,4.78,2.95 +6279,0.9,Ideal,H,SI2,61.0,56.0,4016.0,6.23,6.29,3.82 +4896,0.8,Very Good,F,VS1,62.6,57.0,3720.0,5.9,5.98,3.72 +42147,0.51,Premium,G,SI1,60.9,58.0,1281.0,5.21,5.14,3.15 +8988,1.36,Premium,G,I1,62.1,57.0,4509.0,7.11,7.06,4.4 +38390,0.42,Ideal,E,VS2,62.4,55.0,1024.0,4.83,4.79,3.0 +35163,0.41,Ideal,G,VS2,62.2,57.0,891.0,4.75,4.77,2.96 +30448,0.3,Ideal,E,VVS2,62.8,55.0,731.0,4.28,4.32,2.7 +25694,0.4,Ideal,E,SI2,62.6,54.0,644.0,4.68,4.71,2.94 +40490,0.42,Premium,F,VVS2,59.6,59.0,1142.0,4.83,4.86,2.89 +50481,0.7,Premium,H,SI1,62.2,57.0,2268.0,5.74,5.71,3.56 +33339,0.41,Ideal,G,VS2,62.1,57.0,827.0,4.72,4.78,2.95 +30328,0.36,Premium,F,VS2,61.4,58.0,726.0,4.56,4.6,2.81 +38807,0.31,Premium,G,VVS1,62.1,59.0,1046.0,4.35,4.32,2.69 +37520,0.44,Very Good,E,VS2,60.3,58.0,987.0,4.9,4.92,2.96 +18027,1.5,Good,H,SI2,64.2,61.0,7291.0,7.15,7.1,4.57 +2105,0.8,Good,F,VS1,63.3,55.0,3116.0,5.87,5.92,3.73 +43117,0.52,Good,H,VS2,63.6,57.0,1385.0,5.1,5.05,3.23 +49242,0.6,Very Good,E,VS2,62.9,59.0,2085.0,5.34,5.38,3.37 +5662,0.9,Good,H,VS2,63.6,58.0,3881.0,6.11,6.09,3.88 +36550,0.4,Premium,E,SI1,60.9,56.0,945.0,4.8,4.76,2.91 +5487,0.9,Premium,G,SI1,62.7,59.0,3841.0,6.1,6.14,3.84 +23042,1.53,Very Good,E,SI2,59.3,58.0,11069.0,7.54,7.57,4.48 +10675,1.07,Ideal,H,SI2,62.4,55.0,4840.0,6.56,6.59,4.1 +38882,0.4,Ideal,D,VS2,61.3,56.0,1050.0,4.79,4.74,2.92 +2152,0.7,Very Good,G,VS1,61.9,57.0,3127.0,5.68,5.71,3.53 +43318,0.48,Good,F,VS1,59.0,60.9,1402.0,5.09,5.15,3.02 +1624,0.73,Very Good,D,SI1,60.8,59.0,3014.0,5.8,5.85,3.54 +2046,0.32,Premium,G,VS2,62.3,60.0,561.0,4.37,4.4,2.73 +40770,0.53,Ideal,G,SI1,62.1,53.0,1166.0,5.22,5.27,3.26 +27300,2.08,Premium,H,SI1,62.6,59.0,17778.0,8.13,8.1,5.08 +46358,0.58,Ideal,G,VS2,61.2,56.0,1760.0,5.37,5.41,3.3 +53285,0.3,Premium,D,SI1,62.4,60.0,552.0,4.23,4.26,2.65 +39050,0.41,Premium,E,VVS1,61.2,58.0,1057.0,4.74,4.8,2.92 +51861,0.76,Premium,H,SI1,60.0,60.0,2425.0,5.8,5.76,3.76 +22693,0.38,Very Good,I,VVS1,62.6,59.0,630.0,4.6,4.64,2.89 +12346,1.01,Very Good,E,SI1,63.1,58.0,5226.0,6.4,6.31,4.01 +31433,0.3,Ideal,H,IF,61.2,56.0,764.0,4.36,4.37,2.67 +11828,1.0,Fair,D,SI1,67.3,57.0,5096.0,6.15,6.04,4.1 +27206,2.01,Ideal,I,VS1,62.5,56.0,17523.0,8.0,7.96,4.99 +41865,0.4,Ideal,G,IF,61.5,57.0,1257.0,4.72,4.76,2.91 +45848,0.55,Ideal,H,VVS2,61.7,57.0,1715.0,5.26,5.28,3.25 +42066,0.39,Premium,G,IF,59.8,55.0,1271.0,4.84,4.77,2.87 +40328,0.45,Good,G,VS1,64.1,58.8,1127.0,4.79,4.86,3.09 +32643,0.31,Premium,H,VVS2,60.6,60.0,802.0,4.38,4.34,2.64 +51111,0.7,Good,F,SI1,59.7,64.0,2337.0,5.71,5.74,3.42 +559,0.75,Ideal,E,SI1,61.4,57.0,2831.0,5.82,5.87,3.59 +35003,0.42,Very Good,G,SI1,63.1,56.0,882.0,4.79,4.75,3.01 +40859,0.34,Ideal,F,VVS1,61.6,56.0,1174.0,4.5,4.53,2.78 +17577,1.02,Ideal,F,VS2,62.0,55.0,7078.0,6.47,6.5,4.02 +26689,0.23,Good,G,VVS2,63.8,56.0,428.0,3.94,3.9,2.5 +20819,1.37,Very Good,H,VS1,62.0,59.0,9046.0,7.08,7.12,4.4 +19309,1.03,Ideal,G,VVS2,61.6,57.0,8020.0,6.51,6.48,4.0 +16464,1.11,Premium,D,VS2,59.5,60.0,6579.0,6.77,6.7,4.01 +14302,1.26,Ideal,G,VS2,61.5,57.0,5792.0,6.94,6.89,4.25 +35863,0.43,Ideal,G,SI1,61.3,55.0,917.0,4.88,4.9,3.0 +47534,0.51,Ideal,F,VS1,61.6,55.0,1870.0,5.14,5.18,3.18 +11453,1.01,Ideal,G,SI1,62.3,56.0,5006.0,6.42,6.38,3.99 +46684,0.7,Good,I,SI1,62.8,59.0,1790.0,5.59,5.65,3.53 +1267,0.9,Premium,I,SI2,62.5,58.0,2948.0,6.15,6.1,3.83 +11897,0.9,Premium,E,VS1,62.1,59.0,5116.0,6.15,6.09,3.8 +39754,0.42,Ideal,H,VVS1,61.9,54.2,1094.0,4.8,4.82,2.98 +9834,1.01,Premium,G,SI1,59.6,61.0,4672.0,6.52,6.47,3.87 +3514,0.91,Premium,D,SI2,62.0,62.0,3403.0,6.25,6.16,3.85 +19546,1.2,Premium,G,VS1,58.4,61.0,8177.0,6.95,6.91,4.05 +15392,1.04,Very Good,F,VS2,59.6,62.0,6166.0,6.56,6.62,3.93 +53087,0.71,Ideal,D,SI2,61.1,57.0,2612.0,5.77,5.79,3.53 +40212,0.5,Fair,H,VS2,62.4,69.0,1122.0,5.07,4.99,3.14 +18620,1.01,Very Good,E,VS1,63.9,58.0,7597.0,6.31,6.36,4.05 +30372,0.36,Ideal,H,VS2,62.1,55.0,729.0,4.61,4.57,2.85 +5200,0.9,Good,F,SI1,62.9,57.0,3780.0,6.08,6.13,3.84 +18172,1.01,Premium,G,VVS2,63.0,59.0,7366.0,6.38,6.25,3.98 +21890,1.5,Very Good,D,SI2,59.8,63.0,9959.0,7.44,7.38,4.43 +27689,1.51,Ideal,E,VS1,61.5,57.0,18729.0,7.34,7.4,4.53 +46667,0.7,Very Good,J,SI2,61.7,59.0,1788.0,5.64,5.67,3.49 +43197,0.5,Good,F,VS2,63.3,60.0,1395.0,4.99,5.03,3.17 +43915,0.31,Ideal,H,VS2,62.1,55.0,513.0,4.34,4.36,2.7 +3621,0.8,Premium,F,VS2,61.6,58.0,3429.0,5.98,6.03,3.7 +533,0.7,Premium,E,VS1,59.4,61.0,2826.0,5.78,5.74,3.42 +52843,0.7,Ideal,D,SI2,61.3,57.0,2575.0,5.73,5.76,3.52 +46374,0.58,Ideal,G,VS2,60.0,56.0,1761.0,5.45,5.48,3.28 +18626,1.16,Ideal,G,VS2,62.2,55.0,7600.0,6.78,6.75,4.21 +36323,0.32,Ideal,G,VVS2,61.4,55.0,936.0,4.43,4.4,2.71 +53322,0.71,Very Good,D,SI1,63.2,56.0,2652.0,5.69,5.73,3.61 +25332,1.08,Ideal,E,VVS1,61.7,55.0,14032.0,6.6,6.63,4.08 +43455,0.5,Premium,G,VS2,61.5,57.0,1415.0,5.12,5.09,3.14 +25788,2.01,Very Good,H,SI2,62.7,60.0,14768.0,7.94,8.03,5.01 +24542,2.01,Premium,I,SI1,60.5,58.0,12829.0,8.2,8.06,4.92 +50232,0.7,Ideal,I,VS2,62.5,56.0,2232.0,5.66,5.7,3.55 +463,0.7,Premium,E,VS2,62.4,61.0,2818.0,5.66,5.63,3.52 +21318,1.51,Ideal,I,VS2,59.9,56.0,9471.0,7.49,7.42,4.47 +42733,0.52,Very Good,E,SI1,60.8,56.0,1343.0,5.17,5.2,3.15 +45902,0.52,Ideal,D,SI1,62.2,57.0,1720.0,5.16,5.13,3.2 +51673,0.7,Ideal,E,SI2,61.9,57.0,2398.0,5.66,5.69,3.51 +14435,1.01,Ideal,H,SI2,59.1,59.0,5828.0,6.58,6.61,3.9 +32507,0.4,Fair,G,VS1,57.1,64.0,798.0,4.88,4.9,2.79 +14403,1.06,Premium,D,SI1,59.4,57.0,5817.0,6.72,6.65,3.97 +37203,0.34,Ideal,G,IF,61.2,56.0,974.0,4.53,4.55,2.78 +50761,0.7,Premium,D,SI2,62.1,60.0,2299.0,5.71,5.73,3.55 +45597,0.53,Ideal,E,VS2,62.1,54.6,1690.0,5.19,5.21,3.23 +37303,0.5,Premium,G,SI2,60.7,57.0,978.0,5.15,5.07,3.1 +1038,0.95,Good,I,SI2,63.8,57.0,2905.0,6.23,6.13,3.94 +34227,0.4,Premium,H,SI1,62.7,58.0,855.0,4.69,4.65,2.93 +25002,1.52,Premium,F,VS2,59.4,60.0,13530.0,7.61,7.5,4.49 +50024,0.51,Ideal,G,VVS2,61.8,56.0,2197.0,5.11,5.15,3.16 +34174,0.33,Premium,G,VS1,61.6,60.0,854.0,4.46,4.41,2.73 +22214,1.72,Ideal,G,SI2,62.8,59.0,10268.0,7.62,7.55,4.76 +33706,0.3,Ideal,E,VVS1,62.8,54.0,838.0,4.27,4.3,2.69 +52193,0.72,Very Good,E,SI1,60.0,57.0,2479.0,5.8,5.84,3.49 +47317,0.23,Very Good,E,VVS2,61.2,58.0,530.0,3.93,3.98,2.42 +51688,0.55,Ideal,G,IF,60.6,56.0,2399.0,5.31,5.33,3.22 +18223,1.22,Premium,E,SI1,62.6,58.0,7395.0,6.8,6.78,4.25 +38266,0.24,Good,F,VS1,60.2,65.0,383.0,3.97,4.0,2.4 +2198,0.9,Very Good,E,SI2,59.5,61.0,3139.0,6.24,6.3,3.73 +48030,0.71,Premium,I,VS2,59.7,60.0,1923.0,5.83,5.86,3.49 +26686,0.32,Ideal,E,SI2,61.0,56.0,427.0,4.42,4.44,2.7 +26359,0.32,Very Good,H,VVS2,62.1,58.0,645.0,4.34,4.39,2.71 +3978,0.73,Very Good,E,VVS2,63.4,58.0,3511.0,5.68,5.7,3.61 +41111,0.51,Ideal,H,SI1,63.0,57.0,1195.0,5.14,5.11,3.23 +25315,1.08,Ideal,E,VVS1,61.5,58.0,13994.0,6.57,6.64,4.06 +33936,0.33,Premium,I,VS2,61.1,59.0,463.0,4.4,4.44,2.7 +11393,0.34,Ideal,E,SI1,60.7,57.0,596.0,4.48,4.51,2.73 +31618,0.24,Very Good,D,VS2,61.4,60.0,373.0,3.98,4.0,2.45 +10022,0.34,Ideal,D,I1,61.4,55.0,413.0,4.5,4.52,2.77 +46610,0.54,Very Good,D,VS2,63.2,55.0,1786.0,5.21,5.17,3.28 +45206,0.51,Ideal,E,VS2,61.5,57.0,1656.0,5.09,5.12,3.14 +43294,0.55,Very Good,D,SI2,59.7,64.0,1401.0,5.26,5.32,3.16 +35413,0.4,Premium,G,SI1,61.6,59.0,900.0,4.72,4.66,2.89 +10903,1.18,Ideal,E,SI2,60.8,57.0,4885.0,6.89,6.83,4.17 +1679,0.77,Good,H,VVS2,57.9,61.0,3027.0,6.07,6.01,3.5 +53810,0.7,Ideal,H,VS2,61.4,56.0,2733.0,5.72,5.75,3.52 +2948,0.76,Ideal,D,VS2,60.2,56.0,3293.0,5.95,5.92,3.57 +45455,0.5,Very Good,E,VS1,62.7,56.0,1675.0,5.09,5.12,3.2 +23421,1.53,Premium,H,VS1,60.8,59.0,11413.0,7.41,7.36,4.49 +43639,0.43,Ideal,G,IF,61.8,56.0,1433.0,4.86,4.88,3.01 +47783,0.7,Fair,J,VS2,67.4,58.0,1896.0,5.34,5.37,3.61 +2832,0.7,Good,D,VVS2,63.3,54.0,3267.0,5.6,5.64,3.56 +20898,1.51,Premium,I,VS2,63.0,60.0,9116.0,7.3,7.25,4.58 +7466,0.9,Ideal,H,VS1,62.0,56.0,4234.0,6.22,6.19,3.85 +29511,0.32,Ideal,E,VS2,61.3,57.0,702.0,4.42,4.45,2.72 +49253,0.71,Ideal,H,SI2,62.1,56.0,2086.0,5.76,5.71,3.56 +26034,0.32,Premium,G,VS1,59.2,59.0,645.0,4.45,4.47,2.64 +21839,1.7,Ideal,I,SI1,62.9,57.0,9901.0,7.57,7.5,4.74 +432,0.75,Premium,E,SI1,61.1,59.0,2814.0,5.86,5.83,3.57 +12421,1.09,Ideal,H,SI1,62.3,55.0,5238.0,6.58,6.62,4.11 +41250,0.5,Very Good,H,VS2,63.0,55.0,1209.0,5.05,5.08,3.19 +935,1.03,Fair,I,SI2,65.3,55.0,2884.0,6.32,6.27,4.11 +22358,0.31,Ideal,H,VS2,62.2,55.0,628.0,4.37,4.35,2.71 +42786,0.51,Good,D,SI1,64.0,58.0,1349.0,5.06,5.03,3.23 +15784,1.45,Very Good,J,SI1,62.4,57.0,6316.0,7.16,7.23,4.49 +14551,0.95,Ideal,E,VS1,61.5,57.0,5879.0,6.3,6.28,3.87 +53265,0.7,Premium,G,VS1,62.2,57.0,2648.0,5.69,5.66,3.53 +53678,0.71,Premium,E,VS2,59.0,59.0,2711.0,5.78,5.88,3.44 +34831,0.3,Premium,H,VVS1,63.0,58.0,878.0,4.25,4.22,2.67 +47566,0.51,Very Good,G,VVS2,61.5,56.0,1875.0,5.12,5.15,3.16 +3992,1.06,Very Good,I,SI2,58.4,62.0,3515.0,6.65,6.7,3.9 +42248,0.57,Ideal,H,SI1,61.8,54.0,1292.0,5.35,5.37,3.31 +49974,0.29,Very Good,G,VVS2,62.2,55.0,541.0,4.24,4.27,2.64 +2231,0.74,Premium,G,VVS1,61.2,59.0,3145.0,5.84,5.79,3.56 +29633,0.24,Ideal,H,VVS2,62.5,54.0,442.0,3.95,3.98,2.48 +16247,1.01,Premium,G,VS1,60.8,58.0,6499.0,6.44,6.51,3.94 +14081,1.2,Ideal,H,SI2,61.0,57.0,5712.0,6.9,6.84,4.19 +4964,0.9,Good,G,SI1,63.1,59.0,3734.0,6.11,6.15,3.87 +21180,1.51,Ideal,J,VVS2,61.4,59.0,9334.0,7.34,7.39,4.52 +12169,1.18,Premium,E,SI2,62.5,60.0,5181.0,6.74,6.7,4.2 +5980,1.0,Fair,I,VS1,64.0,49.0,3951.0,6.43,6.39,4.1 +20148,1.0,Premium,F,VVS2,61.3,55.0,8602.0,6.44,6.41,3.94 +45651,0.38,Ideal,J,SI1,62.0,54.0,525.0,4.66,4.7,2.9 +2007,0.9,Very Good,J,VS1,62.6,55.0,3102.0,6.11,6.13,3.83 +4292,0.7,Premium,F,VVS1,61.9,60.0,3587.0,5.68,5.63,3.5 +25653,2.03,Ideal,I,SI1,62.6,55.0,14548.0,8.06,8.11,5.06 +10522,1.04,Ideal,E,SI2,61.4,56.0,4804.0,6.5,6.56,4.01 +33794,0.4,Premium,F,VS2,62.6,58.0,842.0,4.68,4.72,2.94 +28548,0.3,Premium,I,VVS2,61.0,60.0,675.0,4.36,4.3,2.64 +48742,0.53,Ideal,G,VVS1,61.3,56.0,2015.0,5.22,5.26,3.21 +29579,0.41,Very Good,E,SI1,61.5,61.0,705.0,4.75,4.78,2.93 +6993,1.02,Very Good,I,SI2,63.2,60.0,4155.0,6.37,6.41,4.04 +16828,1.2,Very Good,H,VS1,61.8,56.0,6713.0,6.82,6.86,4.23 +10125,1.01,Premium,G,SI1,59.8,58.0,4719.0,6.54,6.58,3.92 +38142,0.3,Very Good,G,VVS1,63.1,56.0,1013.0,4.28,4.25,2.69 +29518,0.41,Ideal,J,VS1,62.7,56.0,703.0,4.73,4.77,2.98 +24853,1.83,Ideal,E,SI2,62.8,56.0,13254.0,7.82,7.76,4.89 +35934,0.33,Very Good,D,VVS1,62.1,58.0,920.0,4.39,4.46,2.75 +5998,1.06,Very Good,H,SI2,62.6,58.0,3958.0,6.46,6.52,4.06 +3041,0.3,Good,G,VS1,63.3,56.0,565.0,4.28,4.31,2.72 +6229,0.9,Very Good,F,SI1,63.3,55.0,4004.0,6.05,6.08,3.84 +1422,0.78,Ideal,H,VS2,61.6,56.0,2970.0,5.94,5.91,3.64 +10663,0.9,Ideal,H,VVS2,62.0,57.0,4838.0,6.2,6.15,3.83 +677,0.75,Fair,D,SI2,64.6,57.0,2848.0,5.74,5.72,3.7 +44605,0.53,Ideal,G,VS2,61.8,56.0,1607.0,5.21,5.18,3.21 +45623,0.55,Ideal,F,VS2,61.7,56.0,1692.0,5.26,5.3,3.26 +10075,0.4,Good,J,VS2,64.0,57.0,591.0,4.67,4.7,3.0 +10891,1.11,Premium,G,SI2,60.7,56.0,4882.0,6.73,6.68,4.07 +52160,0.7,Very Good,E,VS2,58.8,56.0,2473.0,5.79,5.84,3.42 +23780,1.2,Ideal,E,VVS2,62.2,57.0,11839.0,6.81,6.77,4.22 +50010,0.51,Good,F,VVS2,62.4,63.0,2195.0,5.05,5.08,3.16 +32077,0.33,Ideal,D,VS2,62.1,56.0,781.0,4.44,4.48,2.77 +23889,1.52,Very Good,G,VS2,63.4,58.0,11986.0,7.31,7.24,4.61 +33179,0.41,Very Good,E,SI2,63.3,56.0,818.0,4.73,4.69,2.98 +22735,2.0,Fair,H,SI2,65.3,55.0,10752.0,7.88,7.79,5.12 +36798,0.34,Ideal,E,VS2,62.6,55.0,956.0,4.45,4.43,2.78 +53368,0.7,Premium,E,SI1,58.6,60.0,2657.0,5.78,5.75,3.38 +18244,1.01,Premium,F,VS1,60.4,59.0,7409.0,6.54,6.5,3.94 +36411,0.31,Ideal,E,VS1,61.6,56.0,942.0,4.38,4.35,2.69 +16504,1.02,Very Good,D,VS2,62.3,57.0,6597.0,6.41,6.47,4.01 +31150,0.41,Premium,F,SI1,59.8,59.0,755.0,4.82,4.85,2.89 +51682,0.72,Good,H,SI1,63.7,59.0,2398.0,5.68,5.63,3.6 +18965,1.72,Ideal,E,I1,62.2,55.0,7802.0,7.7,7.67,4.78 +26788,1.75,Very Good,G,VS2,62.6,58.0,16632.0,7.63,7.67,4.79 +50296,0.23,Ideal,E,VS2,62.6,57.0,543.0,3.92,3.88,2.44 +12279,1.2,Good,I,SI1,62.3,58.0,5211.0,6.66,6.72,4.17 +2206,1.02,Very Good,E,I1,60.6,63.0,3141.0,6.46,6.52,3.93 +8904,1.54,Good,J,I1,61.7,60.0,4492.0,7.26,7.32,4.5 +17405,1.56,Premium,F,SI2,63.0,58.0,6971.0,7.35,7.28,4.66 +38465,0.34,Ideal,E,VVS1,61.6,55.0,1030.0,4.5,4.52,2.78 +224,0.75,Very Good,D,SI2,63.1,58.0,2782.0,5.78,5.73,3.63 +39478,0.41,Premium,E,VS1,60.8,59.0,1079.0,4.76,4.82,2.91 +30611,0.3,Very Good,G,SI1,62.7,58.0,447.0,4.22,4.27,2.66 +7522,1.01,Premium,H,SI2,61.1,59.0,4242.0,6.54,6.46,3.97 +7437,0.9,Premium,F,VS2,62.7,54.0,4229.0,6.13,6.11,3.84 +24897,1.51,Ideal,F,VS2,61.7,57.0,13325.0,7.37,7.31,4.53 +14785,1.28,Premium,H,SI2,61.9,56.0,5949.0,7.02,6.94,4.32 +42729,0.58,Ideal,D,SI2,61.2,57.0,1342.0,5.36,5.4,3.29 +23070,1.18,Ideal,E,VS1,61.4,57.0,11104.0,6.77,6.81,4.17 +42449,0.53,Good,I,VS1,64.3,55.0,1315.0,5.17,5.13,3.31 +17147,1.01,Very Good,G,VVS2,63.0,59.0,6843.0,6.34,6.41,4.01 +26952,2.19,Premium,H,SI1,61.6,58.0,17016.0,8.35,8.3,5.13 +43914,0.31,Good,F,SI1,63.2,56.0,512.0,4.27,4.31,2.71 +41497,0.37,Ideal,D,VVS1,62.0,56.0,1233.0,4.59,4.6,2.85 +14591,1.28,Ideal,G,SI2,61.4,57.0,5888.0,6.96,6.99,4.28 +31663,0.37,Ideal,E,VS2,60.1,59.0,768.0,4.64,4.68,2.8 +44223,0.57,Ideal,F,SI1,61.4,57.0,1571.0,5.35,5.3,3.27 +48980,0.34,Premium,H,VS2,62.6,60.0,537.0,4.42,4.46,2.78 +41190,0.44,Ideal,G,VVS1,61.3,56.0,1202.0,4.91,4.93,3.01 +37902,0.41,Ideal,F,VS1,61.8,56.0,1007.0,4.75,4.79,2.95 +52880,0.78,Ideal,G,SI1,62.8,56.0,2583.0,5.88,5.84,3.68 +48698,0.71,Very Good,I,SI1,62.9,59.0,2008.0,5.66,5.7,3.57 +8994,1.0,Good,H,SI1,61.0,61.0,4510.0,6.36,6.42,3.9 +52124,0.7,Very Good,E,SI2,61.5,59.0,2464.0,5.7,5.74,3.52 +14150,1.25,Premium,J,VS1,62.2,58.0,5740.0,6.92,6.88,4.29 +15444,1.0,Good,H,VVS1,63.5,60.0,6183.0,6.3,6.36,4.02 +13354,0.24,Very Good,E,VS2,63.5,53.0,419.0,3.96,3.98,2.52 +9896,1.02,Ideal,I,SI1,61.3,57.0,4685.0,6.47,6.49,3.97 +31303,0.32,Very Good,D,VS2,61.8,57.0,758.0,4.35,4.36,2.69 +19918,1.23,Ideal,G,VS1,61.8,57.0,8465.0,6.89,6.86,4.25 +30698,0.4,Very Good,E,SI1,61.3,61.0,737.0,4.73,4.76,2.91 +9505,1.09,Ideal,J,SI1,60.7,58.0,4611.0,6.64,6.68,4.04 +40972,0.41,Ideal,F,VS1,61.5,55.0,1180.0,4.8,4.83,2.96 +22848,1.26,Ideal,G,VVS2,60.9,57.0,10886.0,6.98,7.01,4.26 +34066,0.36,Very Good,D,SI1,63.1,55.0,851.0,4.59,4.54,2.88 +33389,0.36,Ideal,F,VVS2,61.5,55.0,828.0,4.59,4.62,2.83 +25389,2.02,Fair,H,SI2,56.5,61.0,14080.0,8.33,8.37,4.72 +53652,0.7,Premium,D,SI1,58.2,60.0,2705.0,5.79,5.75,3.36 +14128,1.13,Premium,H,VS2,61.7,56.0,5728.0,6.73,6.65,4.13 +46153,0.5,Premium,G,VS1,62.5,60.0,1746.0,5.08,5.06,3.17 +50126,0.51,Very Good,E,VVS2,61.4,59.0,2211.0,5.1,5.16,3.15 +23031,0.33,Premium,G,SI1,59.8,58.0,631.0,4.54,4.52,2.71 +5042,0.33,Ideal,I,VS1,61.7,55.0,573.0,4.44,4.47,2.75 +1144,0.68,Very Good,F,VS1,59.7,57.0,2922.0,5.79,5.76,3.45 +4702,1.13,Ideal,H,I1,62.2,55.0,3678.0,6.65,6.69,4.15 +28776,0.32,Ideal,H,VVS1,61.6,54.9,681.0,4.4,4.43,2.72 +26024,0.32,Ideal,F,VS2,61.9,56.0,645.0,4.41,4.44,2.74 +54,0.22,Premium,E,VS2,61.6,58.0,404.0,3.93,3.89,2.41 +403,0.3,Very Good,H,SI1,63.4,60.0,554.0,4.25,4.23,2.69 +39268,0.38,Ideal,G,VS1,60.8,56.0,1069.0,4.71,4.66,2.85 +27519,3.01,Good,I,SI2,63.9,60.0,18242.0,9.06,9.01,5.77 +25001,1.29,Ideal,E,VVS2,59.8,59.0,13530.0,7.07,7.11,4.24 +3546,0.79,Ideal,G,VS1,62.0,56.0,3413.0,5.91,5.93,3.67 +9199,0.94,Premium,H,VS2,60.1,59.0,4548.0,6.35,6.32,3.81 +15710,0.24,Very Good,F,VVS1,62.3,56.0,608.0,3.97,4.01,2.49 +15791,1.08,Very Good,F,VS2,63.1,57.0,6319.0,6.56,6.5,4.12 +47959,0.57,Premium,D,VS2,60.8,59.0,1918.0,5.34,5.38,3.26 +24377,0.31,Good,F,VS2,58.2,58.0,637.0,4.46,4.51,2.61 +48542,0.5,Very Good,G,VVS1,59.6,63.0,1987.0,5.16,5.11,3.06 +4024,0.96,Good,G,SI1,56.6,63.0,3522.0,6.52,6.39,3.67 +32457,0.39,Very Good,E,VS2,62.7,59.0,794.0,4.64,4.68,2.92 +3251,0.77,Premium,F,VS1,62.7,58.0,3357.0,5.82,5.88,3.67 +29305,0.3,Ideal,I,VS2,62.7,54.0,438.0,4.28,4.3,2.69 +37129,0.37,Premium,D,VVS2,60.7,59.0,971.0,4.63,4.66,2.82 +51564,0.76,Ideal,G,SI2,62.1,59.0,2389.0,5.81,5.84,3.62 +24830,2.01,Premium,J,VS2,61.5,60.0,13228.0,8.13,8.07,4.98 +15673,1.04,Ideal,G,VS2,59.4,58.0,6286.0,6.63,6.67,3.95 +35578,0.35,Premium,F,VS2,62.0,59.0,906.0,4.55,4.51,2.81 +4830,0.73,Very Good,F,VVS2,62.1,57.0,3705.0,5.74,5.76,3.57 +40963,0.51,Premium,I,VS2,62.9,55.0,1179.0,5.12,5.08,3.21 +49724,0.7,Good,G,SI1,63.7,60.0,2150.0,5.57,5.51,3.53 +21284,1.12,Premium,G,IF,61.2,58.0,9440.0,6.67,6.7,4.09 +5508,1.01,Premium,F,SI2,61.7,58.0,3846.0,6.46,6.41,3.97 +26908,2.01,Very Good,I,VS1,62.9,62.0,16914.0,7.98,8.02,5.03 +41801,0.5,Very Good,F,SI1,62.8,56.0,1250.0,5.03,5.06,3.17 +22357,0.31,Ideal,H,VS2,61.9,55.0,628.0,4.38,4.35,2.7 +48893,0.57,Ideal,F,VS1,61.3,56.0,2039.0,5.35,5.36,3.28 +50851,0.78,Very Good,J,VS2,63.0,58.0,2312.0,5.84,5.87,3.69 +17565,1.62,Very Good,J,SI2,61.6,60.0,7072.0,7.52,7.64,4.67 +46330,0.58,Good,E,VS2,63.1,56.0,1758.0,5.26,5.33,3.34 +45473,0.5,Ideal,E,VS2,62.3,57.0,1676.0,5.08,5.04,3.15 +28837,0.41,Very Good,H,SI1,62.9,58.0,683.0,4.72,4.73,2.97 +760,0.81,Very Good,F,SI1,61.3,57.0,2858.0,6.02,6.05,3.7 +38486,0.42,Ideal,D,VS2,61.8,56.0,1031.0,4.8,4.84,2.98 +4288,0.7,Ideal,E,VVS2,62.4,54.0,3585.0,5.66,5.71,3.55 +50346,0.7,Premium,H,VS1,60.5,58.0,2245.0,5.73,5.77,3.48 +41279,0.27,Very Good,H,VVS2,62.5,55.0,504.0,4.12,4.16,2.59 +39343,0.38,Ideal,E,VVS2,62.1,54.5,1073.0,4.62,4.66,2.88 +1164,1.2,Premium,I,I1,60.5,58.0,2925.0,6.9,6.79,4.14 +43162,0.42,Ideal,F,VVS1,61.3,56.0,1389.0,4.83,4.82,2.96 +48208,0.7,Good,G,SI2,59.4,61.0,1948.0,5.77,5.81,3.44 +13433,1.08,Ideal,H,SI1,61.8,54.0,5517.0,6.6,6.61,4.09 +26675,0.34,Ideal,F,SI2,61.9,54.0,426.0,4.51,4.53,2.8 +1183,0.9,Very Good,E,SI2,58.7,63.0,2930.0,6.23,6.2,3.65 +28551,0.3,Premium,H,VS1,61.0,58.0,675.0,4.31,4.28,2.62 +23602,1.51,Ideal,E,SI1,61.3,57.0,11628.0,7.35,7.42,4.53 +198,0.7,Premium,E,SI1,61.0,58.0,2777.0,5.78,5.72,3.51 +40447,0.4,Very Good,H,VVS1,62.3,55.0,1139.0,4.73,4.77,2.95 +24646,2.01,Good,I,SI2,63.5,60.0,12985.0,7.86,7.94,5.02 +16267,1.21,Premium,H,SI1,61.6,61.0,6505.0,6.88,6.83,4.22 +41703,0.5,Very Good,I,VS1,63.0,55.0,1242.0,5.07,5.09,3.2 +49528,0.52,Ideal,F,VS1,61.3,56.0,2123.0,5.19,5.22,3.19 +5355,1.05,Very Good,E,SI2,62.2,59.0,3816.0,6.44,6.51,4.03 +462,0.71,Good,E,SI1,62.8,64.0,2817.0,5.6,5.54,3.5 +53329,0.74,Ideal,G,SI1,61.9,56.0,2654.0,5.8,5.83,3.6 +27286,2.01,Very Good,E,SI2,59.3,61.0,17759.0,8.14,8.19,4.84 +41728,0.41,Premium,E,VVS2,60.9,60.0,1243.0,4.82,4.81,2.93 +27457,2.45,Ideal,J,VS2,60.4,56.0,18113.0,8.72,8.81,5.3 +36477,0.43,Ideal,H,VVS2,62.3,55.0,943.0,4.82,4.85,3.01 +46190,0.7,Premium,H,SI2,61.3,61.0,1749.0,5.67,5.62,3.46 +35352,0.42,Premium,H,SI1,59.5,57.0,898.0,5.11,4.78,2.94 +21187,1.2,Very Good,G,VVS2,62.1,58.0,9337.0,6.74,6.78,4.2 +28707,0.38,Ideal,H,VS2,61.9,56.0,680.0,4.63,4.68,2.88 +4115,0.78,Premium,E,VS1,62.2,58.0,3538.0,5.9,5.86,3.66 +27009,1.72,Ideal,G,VS2,62.4,55.0,17125.0,7.63,7.68,4.78 +19110,1.0,Very Good,D,VS1,62.7,60.0,7877.0,6.31,6.36,3.97 +28975,0.31,Premium,I,VS2,59.8,60.0,435.0,4.38,4.42,2.63 +6030,1.0,Fair,D,SI2,65.0,56.0,3965.0,6.27,6.23,4.06 +25975,2.19,Premium,I,SI2,60.8,60.0,15169.0,8.38,8.34,5.08 +27433,2.02,Ideal,H,VS2,61.6,56.0,18050.0,8.17,8.12,5.02 +53519,0.72,Very Good,E,SI1,61.6,58.0,2688.0,5.74,5.78,3.55 +43060,0.53,Ideal,G,SI1,61.3,56.0,1377.0,5.22,5.29,3.22 +27311,2.16,Ideal,H,SI1,61.9,57.0,17820.0,8.3,8.38,5.16 +46319,0.3,Very Good,E,SI1,61.8,60.0,526.0,4.23,4.28,2.63 +7425,0.92,Very Good,H,VS1,62.9,58.0,4228.0,6.17,6.2,3.89 +19996,1.22,Good,G,VS2,59.9,61.0,8533.0,6.88,6.91,4.13 +53275,0.81,Very Good,G,SI2,62.7,56.0,2649.0,5.91,5.96,3.72 +8725,0.31,Good,H,VS2,63.8,56.0,586.0,4.33,4.29,2.75 +40800,0.43,Ideal,F,VVS2,61.9,56.0,1169.0,4.82,4.87,3.0 +43872,0.46,Ideal,H,IF,62.2,55.0,1450.0,4.94,4.99,3.09 +48722,0.52,Ideal,G,VVS2,60.8,57.0,2012.0,5.21,5.16,3.15 +5367,0.75,Very Good,E,VS2,60.4,56.0,3817.0,5.9,5.96,3.58 +41403,0.5,Good,F,SI1,62.5,60.0,1223.0,5.07,5.11,3.18 +6597,0.91,Very Good,G,SI1,63.5,58.0,4081.0,6.15,6.04,3.87 +32703,0.31,Ideal,F,VS2,60.8,57.0,802.0,4.39,4.36,2.66 +11875,1.5,Good,J,SI2,63.7,58.0,5107.0,7.19,7.13,4.56 +42501,0.57,Premium,E,SI2,61.0,60.0,1320.0,5.36,5.32,3.26 +52616,0.77,Premium,H,VS2,59.4,60.0,2546.0,6.0,5.96,3.55 +31477,0.34,Premium,H,VS1,62.2,58.0,765.0,4.48,4.43,2.77 +45928,0.53,Ideal,E,VS2,62.7,54.0,1721.0,5.15,5.18,3.24 +18998,1.01,Premium,G,VVS2,61.9,59.0,7821.0,6.41,6.45,3.98 +18113,1.19,Ideal,I,VS1,61.6,56.0,7328.0,6.81,6.83,4.2 +2760,0.93,Premium,J,VS2,62.3,60.0,3250.0,6.3,6.23,3.9 +24459,2.14,Ideal,H,SI2,63.0,55.0,12720.0,8.25,8.23,5.19 +14291,1.33,Very Good,J,VS2,62.7,59.0,5785.0,6.97,7.01,4.38 +27137,1.75,Ideal,G,VS2,61.5,57.0,17343.0,7.76,7.72,4.76 +37346,0.31,Premium,F,VVS1,59.4,58.0,982.0,4.45,4.41,2.63 +22567,1.5,Good,G,SI1,64.2,58.0,10618.0,7.2,7.14,4.6 +30054,0.41,Premium,G,SI1,61.7,59.0,719.0,4.71,4.73,2.91 +6681,1.11,Ideal,J,SI2,62.6,54.0,4101.0,6.61,6.64,4.15 +10027,0.23,Very Good,G,VVS1,61.3,59.0,414.0,3.94,3.96,2.42 +30617,0.3,Very Good,G,SI1,59.5,63.0,447.0,4.29,4.32,2.56 +51847,0.7,Premium,F,SI1,62.9,59.0,2423.0,5.67,5.62,3.55 +1029,0.7,Very Good,E,VS1,58.4,59.0,2904.0,5.83,5.91,3.43 +21574,1.51,Fair,H,VS2,57.4,61.0,9678.0,7.49,7.63,4.34 +53057,0.72,Ideal,F,VS2,62.0,57.0,2607.0,5.77,5.72,3.56 +49912,0.61,Ideal,G,VS1,61.5,56.0,2182.0,5.48,5.5,3.38 +16144,1.2,Premium,H,SI1,61.3,60.0,6451.0,6.87,6.81,4.19 +49423,0.71,Very Good,G,SI2,63.2,59.0,2107.0,5.6,5.64,3.55 +24563,1.53,Premium,E,SI1,61.3,59.0,12851.0,7.35,7.4,4.52 +22216,1.5,Good,G,SI1,62.9,58.0,10271.0,7.17,7.3,4.55 +14433,1.2,Ideal,G,SI2,61.1,57.0,5826.0,6.86,6.83,4.18 +29542,0.42,Ideal,G,SI1,62.2,53.0,704.0,4.8,4.84,3.0 +40001,0.41,Premium,F,VS2,62.4,56.0,1107.0,4.77,4.75,2.97 +31987,0.3,Premium,F,VS2,61.5,60.0,776.0,4.29,4.26,2.63 +27614,2.02,Premium,F,SI2,61.7,58.0,18487.0,8.15,8.11,5.02 +10266,1.01,Premium,E,SI2,62.6,57.0,4751.0,6.35,6.33,3.97 +10766,1.13,Ideal,D,SI2,61.6,55.0,4854.0,6.73,6.7,4.14 +19826,1.07,Ideal,G,VVS2,62.4,54.0,8393.0,6.51,6.56,4.08 +22857,1.2,Very Good,F,VVS2,62.9,59.0,10891.0,6.72,6.76,4.24 +9600,1.17,Premium,H,SI1,62.6,59.0,4631.0,6.78,6.71,4.22 +7563,1.2,Premium,G,SI2,62.6,61.0,4250.0,6.73,6.68,4.2 +15959,1.22,Premium,H,SI1,60.6,60.0,6387.0,6.92,6.85,4.17 +44470,0.52,Good,F,VS1,58.6,63.0,1594.0,5.27,5.34,3.11 +24380,0.32,Good,E,VS1,64.3,59.0,638.0,4.28,4.34,2.77 +4664,0.9,Premium,G,SI1,62.6,62.0,3669.0,6.08,6.06,3.8 +6785,1.02,Premium,H,SI2,61.1,61.0,4113.0,6.51,6.48,3.97 +37518,0.41,Good,G,VVS1,61.0,61.0,986.0,4.77,4.8,2.92 +9828,1.01,Premium,D,SI2,62.2,60.0,4672.0,6.43,6.4,3.99 +47238,0.6,Very Good,D,SI1,60.0,56.0,1841.0,5.46,5.51,3.29 +8741,0.9,Very Good,E,SI1,59.8,55.0,4463.0,6.3,6.34,3.78 +51741,0.76,Ideal,F,SI2,61.9,57.0,2403.0,5.87,5.9,3.64 +19890,1.2,Good,G,VS1,63.4,56.0,8442.0,6.7,6.74,4.26 +17148,1.01,Premium,G,VVS2,61.4,58.0,6843.0,6.46,6.51,3.98 +13863,1.15,Good,H,VS2,63.1,56.0,5646.0,6.62,6.7,4.2 +10050,0.31,Very Good,I,SI1,62.3,58.0,418.0,4.35,4.38,2.72 +49285,0.52,Ideal,F,VVS2,61.5,55.0,2092.0,5.17,5.21,3.19 +17553,1.19,Good,E,VS2,57.4,60.0,7064.0,7.0,6.9,3.99 +30668,0.39,Good,I,VS1,63.1,58.0,737.0,4.68,4.61,2.93 +19828,1.51,Ideal,I,SI1,61.2,60.0,8396.0,7.39,7.37,4.52 +1336,0.74,Ideal,H,VVS2,61.2,57.0,2961.0,5.79,5.85,3.56 +44664,0.24,Ideal,I,VVS2,61.5,56.0,523.0,4.02,4.05,2.48 +31401,0.3,Ideal,G,VVS1,62.2,57.0,764.0,4.3,4.32,2.68 +10882,1.32,Premium,H,SI2,59.4,54.0,4879.0,7.21,7.09,4.25 +47958,0.55,Ideal,D,VS1,61.5,56.0,1918.0,5.26,5.28,3.24 +25586,1.52,Ideal,D,SI1,60.6,58.0,14426.0,7.46,7.4,4.51 +49989,0.7,Very Good,F,SI1,63.7,55.0,2192.0,5.62,5.69,3.6 +47261,0.77,Very Good,J,VS2,62.1,62.0,1843.0,5.82,5.87,3.63 +5237,0.85,Ideal,E,SI2,60.1,56.0,3787.0,6.17,6.18,3.71 +50565,0.55,Premium,E,VS1,59.6,60.0,2277.0,5.41,5.36,3.15 +39787,0.39,Premium,G,VVS1,59.9,59.0,1095.0,4.73,4.75,2.84 +2504,0.7,Premium,E,VS2,61.0,59.0,3199.0,5.74,5.7,3.49 +11815,1.07,Premium,G,SI1,61.0,58.0,5091.0,6.66,6.59,4.04 +8852,1.01,Fair,E,SI1,64.8,58.0,4480.0,6.34,6.29,4.09 +20418,1.1,Ideal,G,VS1,61.3,56.0,8775.0,6.65,6.69,4.09 +34973,0.23,Very Good,E,VVS1,61.8,59.0,472.0,3.89,3.91,2.41 +15050,0.3,Ideal,H,VVS2,62.1,56.0,605.0,4.28,4.32,2.67 +14004,1.25,Very Good,I,SI1,62.1,58.0,5699.0,6.86,6.9,4.27 +34057,0.36,Premium,D,SI1,59.6,58.0,851.0,4.65,4.61,2.76 +46634,0.3,Very Good,E,SI1,62.9,56.0,526.0,4.24,4.31,2.69 +6837,1.01,Very Good,F,SI2,61.0,60.0,4121.0,6.44,6.48,3.94 +1626,0.9,Good,G,SI2,63.7,62.0,3014.0,6.07,6.01,3.85 +6876,1.01,Good,J,VS1,60.4,64.0,4129.0,6.48,6.44,3.9 +38450,0.33,Ideal,F,IF,61.8,55.0,1028.0,4.47,4.49,2.77 +9968,1.0,Premium,H,SI1,61.5,58.0,4702.0,6.37,6.45,3.94 +6039,0.25,Good,E,VVS1,61.3,61.0,575.0,4.04,4.08,2.49 +1694,0.7,Good,D,VS2,63.9,58.0,3033.0,5.62,5.58,3.58 +21669,1.5,Good,H,SI1,64.3,60.0,9768.0,7.14,7.23,4.62 +5325,1.03,Ideal,F,SI2,62.4,57.0,3807.0,6.43,6.38,4.0 +31293,0.32,Ideal,D,VS2,61.9,55.0,758.0,4.41,4.44,2.74 +27363,0.34,Ideal,E,VS2,62.2,57.0,646.0,4.42,4.46,2.76 +18520,1.35,Very Good,H,VS2,62.3,57.0,7549.0,7.06,7.12,4.42 +52456,0.71,Very Good,G,VS2,63.1,58.0,2515.0,5.69,5.6,3.56 +48544,0.54,Very Good,D,VS1,59.9,57.0,1988.0,5.38,5.3,3.2 +19106,1.13,Premium,G,VVS2,61.4,58.0,7875.0,6.68,6.73,4.12 +32856,0.4,Good,G,VS2,63.5,56.0,807.0,4.68,4.7,2.98 +29585,0.31,Ideal,F,VVS2,62.2,53.0,706.0,4.37,4.41,2.73 +39103,0.41,Ideal,I,VVS2,61.6,57.0,1061.0,4.78,4.76,2.94 +43659,0.5,Very Good,F,VS2,59.4,59.0,1436.0,5.19,5.22,3.09 +2572,0.77,Premium,F,VS1,59.5,58.0,3211.0,5.96,5.94,3.54 +380,0.74,Ideal,D,SI2,61.7,55.0,2810.0,5.81,5.85,3.6 +9368,0.32,Good,D,SI1,63.7,55.0,589.0,4.35,4.38,2.78 +12914,1.13,Premium,G,SI1,60.9,60.0,5376.0,6.76,6.67,4.09 +20456,1.01,Very Good,E,VVS2,63.4,57.0,8797.0,6.45,6.33,4.05 +1818,0.9,Very Good,I,SI2,61.5,61.0,3057.0,6.13,6.16,3.78 +34273,0.25,Very Good,H,VVS1,61.6,56.0,467.0,4.07,4.1,2.51 +19152,1.21,Good,F,VS2,63.7,58.0,7911.0,6.67,6.71,4.26 +42396,0.53,Premium,E,SI1,62.3,60.0,1307.0,5.27,5.17,3.25 +49033,0.73,Ideal,J,VS2,62.8,55.0,2054.0,5.69,5.72,3.58 +9999,1.0,Premium,D,SI1,62.0,58.0,4704.0,6.41,6.29,3.94 +43403,0.46,Ideal,G,VVS1,62.0,54.0,1412.0,4.97,5.0,3.09 +40819,0.32,Premium,E,IF,61.6,58.0,1170.0,4.39,4.38,2.7 +17277,1.15,Premium,H,VVS2,58.8,58.0,6917.0,6.9,6.87,4.05 +48390,0.5,Very Good,G,VVS1,62.3,59.0,1966.0,5.01,5.04,3.13 +36751,0.33,Ideal,D,VVS2,60.9,57.0,955.0,4.46,4.48,2.72 +8374,0.31,Ideal,F,VS2,61.6,56.0,583.0,4.35,4.39,2.69 +48146,0.7,Ideal,J,VS2,61.6,56.0,1940.0,5.71,5.65,3.5 +34038,0.33,Ideal,E,VS1,62.3,56.0,850.0,4.41,4.45,2.75 +9319,1.09,Premium,H,SI2,61.7,60.0,4578.0,6.59,6.57,4.06 +3221,0.9,Very Good,G,SI2,63.5,57.0,3350.0,6.09,6.13,3.88 +22178,1.51,Good,G,SI1,58.8,62.0,10216.0,7.4,7.49,4.38 +40375,0.39,Very Good,F,IF,60.8,55.0,1131.0,4.73,4.77,2.89 +9495,1.05,Ideal,G,SI2,61.8,57.0,4608.0,6.51,6.57,4.04 +17832,1.0,Good,E,VS1,60.0,65.0,7190.0,6.48,6.43,3.87 +31108,0.4,Premium,G,VS2,60.4,58.0,753.0,4.75,4.78,2.88 +26567,2.04,Ideal,F,SI2,62.3,57.0,16261.0,8.05,8.13,5.04 +32711,0.31,Ideal,F,VS2,62.3,55.0,802.0,4.37,4.33,2.71 +34972,0.23,Very Good,E,VVS1,62.6,58.0,472.0,3.96,4.0,2.49 +14504,1.24,Very Good,H,SI2,60.0,58.0,5858.0,6.99,7.05,4.21 +24993,1.76,Very Good,H,VS2,62.2,60.0,13503.0,7.68,7.72,4.79 +34598,0.27,Very Good,E,VS2,59.5,56.0,470.0,4.2,4.31,2.53 +42635,0.58,Premium,H,SI1,62.1,55.0,1332.0,5.38,5.35,3.33 +30709,0.37,Very Good,E,VS1,63.7,56.0,738.0,4.54,4.6,2.91 +47995,0.32,Ideal,J,IF,62.2,56.0,533.0,4.37,4.41,2.73 +36306,0.32,Ideal,H,VVS1,61.9,56.0,936.0,4.41,4.38,2.72 +17379,0.34,Ideal,E,SI2,62.4,57.0,612.0,4.5,4.47,2.8 +28354,0.4,Very Good,D,SI1,63.4,58.0,667.0,4.64,4.67,2.95 +40379,0.51,Ideal,I,VS2,62.1,54.0,1131.0,5.12,5.16,3.19 +28000,0.3,Premium,E,VS2,62.5,58.0,658.0,4.26,4.31,2.68 +37071,0.41,Ideal,F,SI1,62.8,57.0,969.0,4.73,4.69,2.96 +34385,0.41,Ideal,F,VS2,62.7,56.0,863.0,4.72,4.78,2.98 +20135,1.57,Premium,J,VS1,61.3,59.0,8595.0,7.44,7.47,4.57 +4350,0.72,Premium,D,VS1,62.7,56.0,3601.0,5.76,5.69,3.59 +46310,0.3,Premium,E,SI1,59.8,60.0,526.0,4.31,4.35,2.59 +13745,1.22,Ideal,I,SI1,61.7,57.0,5602.0,6.91,6.86,4.25 +13529,1.1,Ideal,I,VS1,61.7,57.0,5544.0,6.65,6.62,4.09 +15490,1.02,Very Good,H,VS1,61.4,56.5,6204.0,6.44,6.47,3.97 +42763,0.56,Premium,G,SI1,62.8,55.0,1345.0,5.28,5.26,3.31 +52645,0.24,Very Good,E,VVS2,60.3,58.0,552.0,4.03,4.06,2.44 +53709,0.91,Ideal,F,SI2,61.8,56.0,2718.0,6.19,6.17,3.82 +14064,0.3,Good,G,VS1,63.4,58.0,605.0,4.23,4.25,2.69 +15162,1.14,Premium,H,VS2,60.2,58.0,6095.0,6.81,6.74,4.08 +49484,0.7,Good,E,SI2,61.0,64.0,2116.0,5.63,5.69,3.45 +1959,1.01,Good,J,SI2,63.7,60.0,3088.0,6.4,6.29,4.05 +53092,0.71,Ideal,E,VS2,62.9,55.0,2613.0,5.76,5.72,3.61 +35845,0.4,Ideal,G,VVS2,62.4,57.0,917.0,4.7,4.73,2.94 +37780,0.38,Very Good,E,VVS2,61.8,56.0,1000.0,4.66,4.68,2.88 +51017,0.71,Ideal,I,VS1,62.1,56.0,2327.0,5.72,5.68,3.54 +864,0.7,Good,D,SI1,62.5,56.7,2872.0,5.59,5.62,3.51 +21210,1.5,Very Good,I,VS2,60.5,60.0,9354.0,7.31,7.4,4.45 +38618,0.3,Ideal,J,IF,61.5,57.0,489.0,4.29,4.36,2.66 +22085,1.59,Ideal,I,SI1,62.4,56.0,10106.0,7.48,7.46,4.66 +46602,0.54,Ideal,D,SI1,62.1,56.0,1786.0,5.25,5.21,3.25 +40181,0.44,Premium,H,VVS1,60.1,58.0,1119.0,4.92,4.96,2.97 +2934,0.91,Good,J,VS2,61.3,61.0,3290.0,6.18,6.25,3.81 +36915,0.41,Ideal,H,VVS2,62.0,56.0,961.0,4.78,4.74,2.95 +126,0.7,Premium,F,VS2,61.6,60.0,2762.0,5.65,5.59,3.46 +36160,0.57,Very Good,G,I1,59.5,56.9,929.0,5.42,5.46,3.24 +31192,0.4,Very Good,J,VS1,63.5,56.0,756.0,4.7,4.69,2.98 +46555,0.51,Premium,E,VS2,62.5,59.0,1781.0,5.11,5.06,3.18 +53363,0.7,Premium,F,VS2,60.2,59.0,2657.0,5.78,5.74,3.47 +43588,0.56,Premium,H,VS2,62.2,60.0,1432.0,5.28,5.23,3.27 +14633,1.11,Premium,E,SI1,61.3,58.0,5908.0,6.66,6.61,4.07 +52828,0.7,Ideal,F,SI1,62.1,56.0,2573.0,5.65,5.67,3.51 +28688,0.4,Good,F,SI1,63.6,59.0,678.0,4.64,4.67,2.96 +47778,0.6,Very Good,D,SI1,62.2,56.0,1896.0,5.4,5.44,3.37 +16652,1.03,Ideal,G,VS1,63.0,56.0,6659.0,6.46,6.43,4.06 +15627,1.01,Fair,G,VS2,59.1,56.0,6271.0,6.55,6.52,3.86 +42399,0.51,Premium,F,SI1,59.4,60.0,1308.0,5.19,5.21,3.09 +44714,0.5,Ideal,E,VS2,61.4,55.0,1614.0,5.12,5.14,3.15 +42419,0.33,Ideal,E,VVS1,61.9,57.0,1312.0,4.43,4.46,2.75 +32275,0.3,Premium,G,VVS1,60.5,59.0,789.0,4.33,4.36,2.63 +27259,2.0,Premium,D,SI2,61.6,59.0,17674.0,8.09,8.2,5.02 +42792,0.6,Good,G,SI1,65.3,56.0,1350.0,5.21,5.26,3.42 +27765,0.32,Premium,H,VS2,60.6,58.0,648.0,4.47,4.44,2.7 +19916,1.27,Premium,D,SI1,62.5,58.0,8463.0,6.92,6.87,4.31 +26300,2.19,Premium,H,SI1,62.3,62.0,15801.0,8.27,8.25,5.15 +5098,0.91,Ideal,E,SI2,62.7,57.0,3756.0,6.19,6.26,3.9 +6989,0.9,Premium,H,VS2,61.8,58.0,4155.0,6.12,6.17,3.8 +11811,1.16,Premium,H,SI1,61.9,59.0,5091.0,6.73,6.74,4.17 +39250,0.41,Ideal,G,VVS1,62.4,53.0,1068.0,4.79,4.8,2.99 +1689,0.73,Ideal,G,VS1,61.6,57.0,3033.0,5.76,5.79,3.56 +43043,0.5,Very Good,E,SI1,63.3,57.0,1374.0,5.01,4.94,3.15 +1738,0.32,Ideal,G,VS2,61.6,57.0,561.0,4.39,4.41,2.71 +26595,1.74,Ideal,G,VS2,62.9,57.0,16316.0,7.68,7.64,4.82 +10527,1.0,Good,G,VS1,63.7,60.0,4805.0,6.38,6.31,4.04 +22500,1.28,Ideal,G,VS1,62.1,56.0,10537.0,6.97,6.94,4.32 +40823,0.39,Ideal,G,VVS1,62.3,57.0,1170.0,4.7,4.64,2.91 +31525,0.34,Premium,E,SI1,61.8,58.0,765.0,4.5,4.47,2.77 +36496,0.38,Very Good,D,VVS2,60.8,55.0,944.0,4.67,4.71,2.85 +49418,0.53,Ideal,G,VVS1,61.4,57.0,2106.0,5.21,5.18,3.19 +28805,0.37,Ideal,G,VS2,60.3,56.0,682.0,4.67,4.7,2.83 +23150,1.08,Ideal,E,VVS2,61.0,56.0,11166.0,6.64,6.67,4.06 +19065,1.73,Good,J,SI1,63.8,60.0,7847.0,7.57,7.5,4.8 +49866,0.51,Good,D,VVS2,63.1,58.0,2174.0,5.07,5.1,3.21 +34862,0.3,Premium,G,VVS2,62.3,59.0,878.0,4.29,4.25,2.66 +36691,0.39,Premium,E,VS2,62.5,60.0,951.0,4.67,4.64,2.91 +960,0.66,Ideal,G,VVS1,61.5,56.0,2890.0,5.61,5.58,3.44 +24841,2.33,Good,G,SI2,63.9,60.0,13242.0,8.37,8.3,5.32 +29937,0.34,Very Good,E,SI1,63.4,55.0,714.0,4.46,4.44,2.82 +7698,1.01,Good,F,SI1,64.1,60.0,4276.0,6.21,6.16,3.97 +25748,1.51,Premium,F,VS2,61.6,58.0,14683.0,7.32,7.35,4.52 +35094,0.3,Ideal,F,IF,62.3,55.0,886.0,4.3,4.34,2.69 +23161,1.76,Premium,J,VS1,62.0,58.0,11177.0,7.74,7.7,4.79 +1478,0.75,Ideal,E,SI1,62.2,57.0,2985.0,5.82,5.86,3.63 +29774,0.3,Ideal,I,VVS1,61.3,57.0,709.0,4.34,4.31,2.65 +23766,2.04,Good,I,SI1,57.7,64.0,11820.0,8.39,8.31,4.82 +14700,1.02,Very Good,F,SI1,62.9,56.0,5930.0,6.39,6.43,4.03 +39110,0.41,Ideal,H,VS1,61.9,56.0,1061.0,4.78,4.75,2.95 +7081,1.05,Ideal,I,SI2,60.9,57.0,4163.0,6.55,6.62,4.01 +49818,0.76,Ideal,J,VVS2,62.0,57.0,2167.0,5.86,5.81,3.62 +1605,0.7,Ideal,F,VS2,61.4,58.0,3011.0,5.7,5.73,3.51 +33102,0.32,Very Good,E,VVS2,61.6,54.0,816.0,4.43,4.46,2.74 +53520,0.72,Very Good,E,SI2,61.4,58.0,2688.0,5.76,5.8,3.55 +41787,0.55,Ideal,H,SI1,61.5,54.0,1248.0,5.3,5.33,3.27 +1664,0.72,Premium,E,VS2,60.4,61.0,3024.0,5.79,5.76,3.49 +44243,0.51,Very Good,F,VS2,63.1,57.0,1574.0,5.1,5.08,3.21 +48061,0.55,Ideal,D,VS2,61.4,57.0,1928.0,5.27,5.31,3.25 +44443,0.59,Premium,H,VS2,60.2,60.0,1590.0,5.45,5.42,3.27 +9655,0.91,Ideal,F,SI2,62.0,56.0,4642.0,6.2,6.22,3.85 +34743,0.37,Ideal,E,VVS2,61.4,56.0,876.0,4.64,4.67,2.86 +19661,1.53,Very Good,E,SI2,59.3,60.0,8270.0,7.44,7.46,4.42 +20483,1.75,Premium,F,SI2,58.0,59.0,8820.0,7.97,7.92,4.61 +45420,0.55,Ideal,E,SI1,61.7,56.0,1668.0,5.29,5.24,3.25 +19877,1.31,Ideal,H,VS1,61.5,55.0,8429.0,7.02,7.05,4.33 +3155,0.93,Premium,F,SI2,60.0,60.0,3333.0,6.36,6.31,3.8 +37141,0.4,Very Good,F,VVS2,62.9,55.0,972.0,4.72,4.75,2.98 +29990,0.32,Ideal,F,VS1,61.6,57.0,716.0,4.39,4.42,2.71 +19938,1.2,Ideal,F,VS2,62.3,55.0,8486.0,6.83,6.79,4.24 +35861,0.4,Ideal,F,VS1,61.6,55.0,917.0,4.74,4.78,2.93 +37298,0.38,Ideal,F,VS1,62.5,56.0,978.0,4.6,4.62,2.88 +22158,1.61,Ideal,F,SI1,60.9,57.0,10197.0,7.58,7.51,4.6 +22032,0.34,Very Good,H,SI1,63.3,56.0,628.0,4.46,4.45,2.82 +52923,0.58,Ideal,D,VS2,60.8,57.0,2590.0,5.4,5.42,3.29 +2303,0.74,Good,E,VS2,63.9,54.0,3163.0,5.77,5.81,3.7 +3206,0.73,Ideal,D,VS2,61.5,57.0,3346.0,5.81,5.83,3.58 +22957,1.7,Premium,J,VVS1,62.9,60.0,11005.0,7.61,7.56,4.77 +49988,0.73,Good,F,SI2,58.1,62.0,2191.0,5.92,5.93,3.44 +39086,0.51,Ideal,I,VS2,60.6,57.0,1060.0,5.16,5.21,3.14 +15732,1.51,Fair,H,SI2,64.5,59.0,6291.0,7.21,7.15,4.63 +43080,0.5,Ideal,F,SI1,62.7,57.0,1378.0,5.09,5.06,3.18 +12724,1.02,Premium,H,VS2,62.5,56.0,5312.0,6.45,6.42,4.02 +31892,0.3,Ideal,G,VS1,61.9,56.0,776.0,4.34,4.29,2.67 +26195,2.01,Fair,G,SI2,65.6,56.0,15562.0,7.89,7.84,6.16 +46993,0.57,Very Good,G,VS1,61.0,55.0,1817.0,5.36,5.43,3.28 +5346,0.53,Ideal,D,IF,62.2,55.0,3812.0,5.17,5.19,3.22 +38806,0.31,Premium,G,VVS1,61.4,58.0,1046.0,4.35,4.32,2.66 +25024,0.3,Ideal,E,SI1,61.7,55.0,640.0,4.33,4.36,2.68 +52381,0.7,Very Good,G,VS2,62.7,57.0,2507.0,5.65,5.7,3.56 +15273,1.12,Very Good,D,SI1,59.9,57.0,6132.0,6.76,6.8,4.06 +7929,0.93,Ideal,H,SI1,61.7,55.0,4317.0,6.26,6.29,3.87 +49099,0.64,Good,F,VS2,59.3,60.7,2063.0,5.59,5.66,3.34 +34398,0.31,Ideal,E,VVS1,61.1,56.0,863.0,4.36,4.38,2.67 +21771,1.23,Premium,D,VS2,59.3,59.0,9836.0,7.03,6.96,4.15 +16507,1.26,Ideal,H,SI2,61.8,54.0,6597.0,6.95,6.99,4.31 +31684,0.26,Ideal,E,VVS1,61.7,57.0,769.0,4.1,4.07,2.52 +984,0.74,Very Good,G,VS1,59.8,58.0,2896.0,5.85,5.89,3.51 +19045,0.33,Very Good,G,VS1,61.6,57.0,621.0,4.42,4.51,2.75 +46539,0.51,Ideal,E,VS2,60.4,57.0,1781.0,5.18,5.15,3.12 +15631,1.01,Premium,F,VS2,62.3,58.0,6271.0,6.34,6.3,3.94 +45262,0.54,Ideal,D,SI1,61.5,56.0,1662.0,5.23,5.25,3.22 +36664,0.41,Ideal,G,VS2,60.9,56.0,949.0,4.82,4.84,2.94 +45178,0.58,Very Good,E,VS2,61.9,58.0,1656.0,5.31,5.36,3.3 +6479,1.11,Fair,J,SI2,64.8,55.1,4056.0,6.44,6.55,4.21 +37728,0.3,Very Good,E,VVS1,63.5,57.0,995.0,4.27,4.23,2.7 +44506,0.52,Ideal,D,SI1,61.8,57.0,1600.0,5.14,5.19,3.19 +9320,1.09,Premium,H,SI2,62.1,55.0,4578.0,6.63,6.58,4.1 +46587,0.55,Very Good,G,VS1,62.0,57.0,1786.0,5.25,5.3,3.27 +32647,0.31,Ideal,H,VVS2,61.8,56.0,802.0,4.36,4.34,2.69 +3971,0.9,Fair,E,SI1,65.5,59.0,3508.0,6.06,6.03,3.96 +14097,1.23,Premium,I,SI1,62.0,57.0,5717.0,6.91,6.83,4.26 +23203,1.54,Premium,G,SI1,61.8,59.0,11209.0,7.37,7.32,4.54 +2263,0.92,Good,E,SI2,62.0,64.0,3153.0,6.2,6.16,3.83 +47765,0.58,Ideal,E,VS1,62.6,56.0,1893.0,5.33,5.27,3.32 +44031,0.51,Premium,G,VS2,62.4,58.0,1546.0,5.12,5.11,3.19 +23978,2.06,Ideal,H,SI2,61.5,56.0,12119.0,8.23,8.18,5.04 +2404,0.74,Ideal,D,VS2,61.1,54.0,3177.0,5.86,5.89,3.59 +52182,0.72,Ideal,E,SI1,62.0,57.0,2476.0,5.72,5.66,3.53 +8098,1.08,Ideal,H,SI2,62.1,56.0,4344.0,6.54,6.6,4.08 +22765,1.2,Ideal,G,VVS1,63.1,56.0,10786.0,6.74,6.7,4.24 +53460,0.7,Ideal,E,SI1,62.8,55.0,2677.0,5.65,5.69,3.56 +34664,0.31,Premium,E,VS2,61.6,59.0,872.0,4.35,4.32,2.67 +6614,0.9,Premium,H,VS2,61.8,58.0,4082.0,6.17,6.12,3.8 +15496,1.0,Premium,G,VVS2,62.8,57.0,6209.0,6.38,6.29,3.98 +18249,1.17,Ideal,G,VS2,61.3,56.0,7413.0,6.79,6.81,4.17 +39804,0.38,Ideal,F,VVS1,61.0,57.0,1096.0,4.67,4.71,2.86 +44558,0.52,Ideal,F,VS2,63.0,56.0,1605.0,5.16,5.1,3.23 +28857,0.41,Premium,H,SI1,60.5,58.0,683.0,4.81,4.85,2.92 +34130,0.32,Ideal,D,VVS2,59.9,59.0,854.0,4.45,4.46,2.67 +21308,1.01,Ideal,F,VVS2,63.0,57.0,9463.0,6.36,6.4,4.02 +42727,0.37,Ideal,F,VVS1,59.2,57.0,1342.0,4.71,4.75,2.8 +29929,0.43,Premium,E,I1,58.4,62.0,713.0,5.0,4.94,2.9 +4237,1.15,Premium,G,I1,61.2,58.0,3574.0,6.8,6.74,4.14 +15670,1.0,Fair,E,VS2,57.3,64.0,6285.0,6.59,6.46,3.79 +17701,0.32,Ideal,G,SI1,60.9,57.0,612.0,4.46,4.44,2.71 +26118,2.01,Good,D,SI2,64.6,55.0,15394.0,7.85,7.98,5.11 +9160,1.01,Very Good,E,SI2,60.0,60.0,4540.0,6.57,6.49,3.92 +6022,1.18,Very Good,E,I1,63.3,57.0,3965.0,6.7,6.64,4.22 +29418,0.42,Ideal,H,SI1,62.7,56.0,700.0,4.76,4.78,2.99 +29582,0.41,Very Good,E,SI1,61.8,60.0,705.0,4.74,4.78,2.94 +24576,1.51,Very Good,G,VS2,63.3,60.0,12872.0,7.28,7.2,4.58 +992,1.01,Very Good,I,I1,63.1,57.0,2896.0,6.39,6.35,4.02 +9538,1.01,Good,E,SI1,63.2,59.0,4619.0,6.25,6.28,3.96 +13229,1.21,Premium,H,VS2,60.8,62.0,5461.0,6.82,6.78,4.13 +5801,0.95,Premium,E,SI2,58.9,61.0,3907.0,6.45,6.41,3.79 +33573,0.38,Very Good,D,SI1,62.2,53.8,831.0,4.65,4.69,2.9 +24010,2.11,Ideal,H,SI2,61.5,57.0,12179.0,8.3,8.25,5.09 +50964,0.61,Ideal,E,VS1,62.1,57.0,2324.0,5.41,5.47,3.38 +18607,1.0,Very Good,G,VVS2,63.1,58.0,7589.0,6.37,6.33,4.01 +50878,0.72,Premium,F,SI1,61.6,60.0,2314.0,5.79,5.73,3.55 +47109,0.53,Ideal,E,VS1,60.9,57.0,1827.0,5.25,5.19,3.18 +37757,0.38,Premium,D,VS2,61.6,59.0,998.0,4.66,4.62,2.86 +5964,0.9,Very Good,F,SI1,61.7,60.0,3950.0,6.16,6.22,3.82 +19528,1.02,Ideal,G,IF,62.5,57.0,8162.0,6.37,6.44,4.0 +12074,1.37,Premium,J,SI2,60.7,60.0,5156.0,7.19,7.07,4.33 +30982,0.37,Good,F,VS2,63.3,56.0,746.0,4.56,4.63,2.91 +17443,1.56,Very Good,J,SI2,58.3,63.0,6996.0,7.64,7.7,4.47 +151,0.71,Premium,D,SI2,61.7,59.0,2768.0,5.71,5.67,3.51 +27771,0.32,Ideal,H,VS2,62.0,55.0,648.0,4.4,4.38,2.72 +42487,0.47,Ideal,D,VS2,61.9,56.0,1319.0,4.99,5.03,3.1 +1100,0.7,Very Good,D,VS2,60.7,60.0,2913.0,5.72,5.74,3.48 +29708,0.31,Ideal,G,VVS2,61.4,56.0,707.0,4.35,4.38,2.68 +22262,1.09,Ideal,E,VVS2,61.6,56.0,10314.0,6.6,6.64,4.08 +38932,0.4,Premium,E,VS1,60.4,59.0,1053.0,4.76,4.81,2.89 +15095,1.01,Good,D,VS2,64.2,60.0,6066.0,6.32,6.35,4.07 +52932,0.72,Ideal,I,VVS2,61.3,56.0,2591.0,5.77,5.8,3.55 +40761,0.4,Very Good,E,VVS1,63.4,57.0,1164.0,4.64,4.66,2.95 +14626,1.24,Ideal,I,SI1,62.1,56.0,5902.0,6.88,6.84,4.26 +23872,2.0,Fair,J,VS2,65.4,58.0,11966.0,7.96,7.75,5.14 +45810,0.51,Ideal,F,VS2,62.3,56.0,1711.0,5.12,5.08,3.18 +38847,0.56,Premium,J,SI1,60.3,59.0,1050.0,5.34,5.3,3.21 +31696,0.36,Ideal,F,SI1,60.1,56.0,770.0,4.67,4.62,2.79 +52276,0.7,Ideal,H,VS1,61.0,56.0,2492.0,5.74,5.76,3.51 +11668,1.22,Very Good,J,VS1,59.0,63.0,5056.0,7.05,7.02,4.15 +9716,0.3,Ideal,H,VVS2,62.2,57.0,590.0,4.26,4.29,2.66 +47852,0.77,Premium,J,SI1,61.8,59.0,1909.0,5.82,5.86,3.61 +35152,0.31,Ideal,E,VVS1,61.7,56.0,890.0,4.38,4.41,2.71 +19567,1.52,Very Good,H,SI2,62.7,57.0,8194.0,7.32,7.36,4.6 +32741,0.33,Ideal,E,VS1,60.0,57.0,802.0,4.5,4.47,2.69 +52619,0.7,Very Good,H,SI1,61.1,56.0,2548.0,5.72,5.76,3.51 +14175,1.11,Premium,G,SI1,62.4,58.0,5750.0,6.65,6.61,4.14 +23592,1.51,Premium,F,SI1,62.2,59.0,11607.0,7.34,7.3,4.55 +12535,1.02,Ideal,D,SI1,62.3,56.0,5266.0,6.49,6.45,4.03 +1861,0.8,Ideal,F,SI2,61.8,59.0,3066.0,5.94,5.96,3.68 +33567,0.43,Premium,D,SI1,60.1,58.0,830.0,4.89,4.93,2.95 +18931,1.03,Premium,E,VS1,62.4,58.0,7778.0,6.41,6.5,4.03 +12949,1.23,Good,J,VS2,63.6,57.0,5386.0,6.79,6.74,4.3 +6470,0.9,Very Good,F,SI1,59.8,54.0,4054.0,6.25,6.32,3.76 +41115,0.51,Premium,H,SI1,60.4,58.0,1195.0,5.21,5.19,3.14 +20076,1.01,Ideal,F,VS1,61.7,56.0,8552.0,6.48,6.45,3.99 +2837,0.75,Very Good,F,VS1,57.9,62.0,3268.0,5.96,6.0,3.46 +22661,1.55,Very Good,G,SI1,59.2,59.0,10707.0,7.51,7.59,4.47 +39990,0.41,Premium,F,VS2,61.3,58.0,1107.0,4.84,4.79,2.95 +31627,0.3,Ideal,H,SI1,62.2,57.0,450.0,4.27,4.28,2.66 +40308,0.4,Premium,E,VS1,60.3,58.0,1125.0,4.82,4.8,2.9 +24672,2.07,Fair,D,SI2,64.5,60.0,13016.0,7.99,7.88,5.12 +38030,0.38,Ideal,F,VVS2,61.3,56.2,1010.0,4.69,4.71,2.88 +34967,0.23,Very Good,F,VVS2,63.1,56.0,472.0,3.93,3.96,2.49 +40100,0.33,Ideal,G,VVS1,61.8,55.0,1114.0,4.45,4.42,2.74 +8180,0.96,Premium,E,SI1,58.7,62.0,4365.0,6.41,6.39,3.76 +38298,0.28,Good,F,VS1,58.3,58.0,487.0,4.33,4.35,2.53 +5190,0.9,Good,H,VS2,63.6,55.0,3775.0,6.14,6.09,3.89 +9220,1.13,Ideal,H,SI1,61.3,57.0,4556.0,6.72,6.7,4.11 +38678,0.3,Ideal,D,VVS2,61.6,56.0,1041.0,4.32,4.35,2.67 +33816,0.4,Good,I,VVS1,63.5,57.0,842.0,4.65,4.68,2.96 +33056,0.3,Ideal,F,VVS1,62.5,55.0,814.0,4.26,4.29,2.67 +50552,0.7,Ideal,I,VVS2,62.1,58.0,2276.0,5.63,5.68,3.51 +34515,0.3,Premium,F,VVS1,62.0,59.0,868.0,4.24,4.28,2.64 +39822,0.38,Ideal,E,VVS2,62.4,56.0,1097.0,4.69,4.63,2.91 +1282,0.81,Ideal,H,SI1,62.3,58.0,2951.0,5.95,5.96,3.71 +1830,1.03,Very Good,G,I1,62.4,57.0,3060.0,6.41,6.45,4.01 +26593,2.65,Premium,G,SI2,62.0,61.0,16314.0,8.82,8.75,5.45 +2022,0.9,Very Good,H,SI2,59.5,63.0,3105.0,6.31,6.26,3.74 +6559,1.07,Premium,I,SI1,58.4,60.0,4075.0,6.78,6.68,3.93 +7930,1.01,Fair,F,SI2,65.3,59.0,4317.0,6.28,6.24,4.09 +28012,0.3,Very Good,E,VS2,62.9,58.0,658.0,4.22,4.24,2.66 +13678,1.02,Good,H,VS1,59.8,63.0,5598.0,6.54,6.61,3.93 +39168,0.4,Premium,J,IF,62.2,61.0,1063.0,4.71,4.68,2.92 +52911,0.76,Ideal,H,SI1,61.8,56.0,2587.0,5.88,5.84,3.62 +6711,0.31,Good,J,VS1,61.9,61.0,412.0,4.29,4.34,2.67 +53742,0.78,Good,E,SI1,57.9,62.0,2723.0,6.06,6.03,3.5 +2925,0.73,Very Good,G,VVS2,61.4,58.0,3288.0,5.83,5.86,3.59 +35865,0.41,Good,E,VS1,58.4,58.0,917.0,4.88,4.91,2.86 +38478,0.42,Ideal,G,VVS2,62.1,57.0,1031.0,4.77,4.8,2.97 +12789,1.19,Ideal,I,SI1,63.7,57.0,5331.0,6.73,6.69,4.28 +26361,0.32,Premium,G,VS1,62.1,58.0,645.0,4.37,4.39,2.72 +18655,1.35,Ideal,H,SI1,62.8,57.0,7619.0,6.98,7.09,4.42 +38488,0.42,Very Good,F,VS1,59.9,61.0,1031.0,4.84,4.88,2.91 +19942,1.02,Premium,G,IF,61.8,59.0,8489.0,6.41,6.46,3.98 +41871,0.38,Premium,F,VVS1,61.6,58.0,1257.0,4.66,4.63,2.86 +20945,1.26,Very Good,G,VVS2,62.1,58.0,9158.0,6.92,6.83,4.27 +2665,0.72,Ideal,D,VS2,60.9,55.0,3236.0,5.77,5.89,3.55 +14638,1.01,Very Good,H,VS2,59.7,64.0,5911.0,6.45,6.48,3.86 +47484,0.6,Good,E,SI1,62.7,60.1,1863.0,5.31,5.36,3.35 +4690,0.92,Premium,H,SI1,62.2,58.0,3675.0,6.19,6.23,3.86 +39904,0.35,Ideal,H,IF,61.7,54.0,1103.0,4.55,4.53,2.8 +39969,0.4,Ideal,E,VVS2,62.5,54.0,1106.0,4.73,4.77,2.97 +13452,1.03,Premium,H,VS1,62.0,59.0,5523.0,6.45,6.48,4.01 +21994,1.66,Premium,J,VVS2,62.6,59.0,10062.0,7.58,7.54,4.73 +7055,0.33,Ideal,H,VS1,61.7,54.0,579.0,4.45,4.47,2.75 +2139,0.77,Very Good,G,VS2,62.8,59.0,3124.0,5.81,5.84,3.66 +51654,0.26,Ideal,G,VVS2,62.3,56.0,545.0,4.07,4.1,2.54 +33126,0.31,Very Good,G,VVS1,60.4,59.0,816.0,4.37,4.41,2.65 +45522,0.5,Premium,D,VS2,61.1,58.0,1683.0,5.18,5.09,3.14 +34983,0.34,Premium,F,VS2,62.9,58.0,880.0,4.46,4.44,2.8 +39617,0.35,Premium,E,SI2,61.0,58.0,491.0,4.52,4.56,2.77 +22305,1.54,Very Good,I,VS1,61.1,63.0,10349.0,7.43,7.36,4.52 +33857,0.3,Premium,E,VS2,59.1,58.0,844.0,4.39,4.37,2.59 +18660,1.31,Premium,F,SI1,62.6,58.0,7625.0,6.98,7.02,4.38 +20591,1.5,Very Good,J,VS1,63.3,57.0,8896.0,7.24,7.2,4.57 +22928,1.57,Ideal,I,VS2,60.4,58.0,10964.0,7.55,7.59,4.57 +4159,0.76,Very Good,G,VVS2,62.3,57.0,3549.0,5.79,5.84,3.62 +31287,0.36,Ideal,F,SI2,62.2,55.0,450.0,4.57,4.59,2.85 +24523,1.57,Ideal,H,VS1,62.2,55.0,12810.0,7.44,7.49,4.64 +46744,0.72,Good,H,SI2,64.1,58.0,1799.0,5.68,5.65,3.63 +30622,0.3,Very Good,G,SI1,61.4,57.0,447.0,4.31,4.35,2.66 +47638,0.51,Ideal,D,VS2,61.2,55.0,1882.0,5.17,5.13,3.15 +1564,0.75,Very Good,E,SI1,61.1,59.0,3005.0,5.85,5.9,3.59 +12394,1.07,Ideal,G,SI1,62.1,57.0,5232.0,6.59,6.52,4.07 +52313,0.3,Ideal,F,SI1,61.4,55.0,550.0,4.31,4.34,2.65 +44801,0.5,Premium,E,VS2,62.3,60.0,1624.0,5.05,5.09,3.16 +50032,0.54,Very Good,F,VVS2,60.2,59.0,2198.0,5.27,5.3,3.18 +31017,0.31,Very Good,G,VVS1,61.5,55.0,749.0,4.36,4.4,2.69 +18401,1.45,Ideal,J,VS2,61.9,59.0,7477.0,7.16,7.21,4.45 +17657,1.2,Very Good,F,VS2,62.4,58.0,7114.0,6.76,6.8,4.23 +12286,1.01,Very Good,E,SI1,62.0,61.0,5216.0,6.38,6.42,3.97 +14009,1.01,Good,F,VS2,65.2,57.0,5700.0,6.19,6.23,4.05 +5863,0.88,Premium,F,VS1,60.7,55.0,3921.0,6.28,6.22,3.79 +18404,1.06,Premium,D,VS2,59.3,55.0,7479.0,6.7,6.65,3.96 +48795,0.78,Premium,J,SI2,60.6,58.0,2022.0,5.94,5.91,3.59 +28804,0.4,Very Good,G,SI1,61.9,55.0,682.0,4.71,4.75,2.93 +29267,0.31,Very Good,E,SI1,63.1,54.0,698.0,4.34,4.31,2.73 +44592,0.53,Premium,I,VVS1,63.0,56.0,1607.0,5.19,5.13,3.25 +30811,0.31,Ideal,G,VVS1,61.8,55.0,743.0,4.35,4.39,2.7 +11359,1.12,Premium,H,SI1,62.4,56.0,4994.0,6.74,6.63,4.17 +37795,0.38,Ideal,E,VS1,62.7,55.0,1000.0,4.6,4.65,2.9 +34352,0.34,Premium,H,VVS1,61.2,58.0,862.0,4.51,4.48,2.75 +34640,0.31,Ideal,E,VS2,61.7,55.0,872.0,4.39,4.36,2.7 +20052,0.31,Very Good,G,VS1,62.9,58.0,625.0,4.3,4.35,2.72 +3841,0.9,Premium,D,SI2,63.0,58.0,3473.0,6.16,6.12,3.87 +10838,1.09,Ideal,H,SI1,62.4,55.0,4871.0,6.68,6.59,4.14 +15185,1.0,Very Good,F,VS1,58.4,63.0,6098.0,6.58,6.47,3.81 +48271,0.53,Ideal,D,VS2,60.6,57.0,1956.0,5.28,5.24,3.19 +51078,0.52,Ideal,F,VVS1,62.3,56.0,2333.0,5.14,5.16,3.21 +35294,0.3,Very Good,I,VS1,63.0,53.0,473.0,4.26,4.31,2.7 +24652,1.58,Ideal,F,SI1,60.2,56.0,12991.0,7.57,7.64,4.58 +45831,0.71,Ideal,J,SI1,61.0,57.0,1713.0,5.78,5.8,3.53 +3782,0.74,Premium,D,VS1,62.3,58.0,3461.0,5.79,5.77,3.6 +5706,0.3,Premium,D,SI2,61.2,57.0,574.0,4.33,4.3,2.64 +24806,1.71,Ideal,H,VS2,62.4,58.0,13190.0,7.64,7.68,4.78 +11660,1.24,Ideal,H,VS1,63.0,55.0,5055.0,6.84,6.81,4.3 +29233,0.39,Very Good,H,SI1,58.4,63.0,696.0,4.8,4.85,2.82 +51910,0.7,Premium,H,VS1,60.2,56.0,2435.0,5.78,5.71,3.46 +50656,0.31,Good,E,SI1,63.4,55.0,544.0,4.29,4.32,2.73 +28435,0.3,Ideal,E,VS1,61.8,56.0,670.0,4.32,4.35,2.68 +30210,0.33,Ideal,E,VS2,61.0,57.0,723.0,4.43,4.46,2.71 +35255,0.3,Good,G,IF,63.5,55.0,895.0,4.26,4.28,2.71 +52771,0.73,Very Good,G,SI1,58.8,61.0,2564.0,5.87,5.93,3.47 +47067,0.52,Ideal,D,VS2,62.6,56.0,1822.0,5.11,5.14,3.21 +47905,0.52,Ideal,D,VS1,62.1,57.0,1914.0,5.13,5.2,3.21 +5016,0.91,Premium,F,SI2,62.6,58.0,3746.0,6.14,6.09,3.83 +3104,1.06,Ideal,G,SI2,61.0,56.0,3321.0,6.62,6.56,4.02 +50376,0.53,Ideal,E,VVS2,62.5,57.0,2250.0,5.12,5.18,3.22 +7132,1.08,Premium,J,SI1,61.0,60.0,4173.0,6.62,6.57,4.02 +17052,0.4,Ideal,I,SI2,61.3,56.0,612.0,4.76,4.79,2.93 +29660,0.35,Ideal,G,VS1,61.9,55.0,706.0,4.51,4.53,2.8 +16476,1.28,Premium,I,VS1,61.1,61.0,6583.0,7.01,6.96,4.27 +36956,0.33,Ideal,I,VS2,61.4,56.0,480.0,4.45,4.48,2.74 +48987,0.36,Ideal,H,SI1,62.3,53.0,538.0,4.57,4.61,2.86 +42607,0.32,Very Good,I,VS1,59.8,60.0,505.0,4.44,4.46,2.66 +35015,0.4,Good,E,SI1,63.8,56.0,882.0,4.74,4.7,3.01 +17171,1.25,Premium,G,SI1,60.7,58.0,6856.0,6.97,6.9,4.21 +15911,1.04,Very Good,F,VS2,61.0,60.0,6361.0,6.54,6.48,3.97 +34144,0.33,Very Good,F,VS2,63.2,56.0,854.0,4.41,4.39,2.78 +27977,0.3,Ideal,E,VS2,62.1,55.0,658.0,4.32,4.35,2.69 +20529,1.3,Premium,G,VS2,62.2,58.0,8854.0,6.92,6.98,4.32 +4197,0.78,Very Good,F,VS1,63.3,56.0,3563.0,5.84,5.89,3.71 +25207,2.09,Ideal,I,SI2,61.2,57.0,13807.0,8.19,8.27,5.04 +19807,1.5,Ideal,I,SI1,62.3,56.0,8371.0,7.35,7.41,4.6 +26012,0.35,Ideal,D,SI1,62.3,55.0,644.0,4.51,4.54,2.82 +52279,0.7,Premium,F,SI1,61.0,60.0,2492.0,5.75,5.72,3.5 +17133,1.05,Ideal,G,VS2,61.6,56.0,6837.0,6.52,6.56,4.03 +29957,0.23,Premium,F,VVS2,61.3,59.0,445.0,3.94,3.99,2.43 +37078,0.41,Ideal,F,SI1,62.9,56.0,969.0,4.73,4.71,2.97 +26580,2.0,Good,I,VS2,63.6,60.0,16291.0,7.95,8.03,5.08 +20307,1.51,Good,I,VS2,62.9,57.0,8720.0,7.23,7.27,4.56 +53488,0.5,Ideal,E,VVS1,61.9,58.0,2682.0,5.07,5.11,3.15 +25747,1.52,Very Good,D,VS2,63.4,59.0,14680.0,7.32,7.24,4.61 +39287,0.3,Ideal,H,VS2,62.1,56.0,491.0,4.32,4.34,2.69 +35046,0.42,Ideal,I,VVS1,60.2,57.0,884.0,4.85,4.88,2.93 +3260,0.7,Very Good,E,VS1,60.7,57.0,3358.0,5.72,5.75,3.48 +23758,1.54,Premium,G,VS2,63.0,59.0,11815.0,7.36,7.3,4.62 +1946,0.81,Premium,G,VS2,61.2,60.0,3084.0,6.0,5.99,3.67 +31356,0.27,Ideal,F,IF,61.8,55.0,760.0,4.14,4.21,2.57 +37676,0.7,Fair,F,I1,65.4,59.0,992.0,5.6,5.49,3.63 +1923,0.71,Premium,F,VS1,58.6,62.0,3082.0,5.88,5.82,3.43 +23690,1.5,Very Good,H,VVS2,62.9,59.0,11748.0,7.26,7.31,4.58 +34993,0.35,Ideal,E,VVS2,61.3,56.0,881.0,4.54,4.6,2.8 +48866,0.71,Ideal,J,VS1,61.9,55.0,2034.0,5.75,5.69,3.54 +23530,1.5,Very Good,E,SI1,61.4,59.0,11533.0,7.24,7.41,4.5 +17479,1.2,Ideal,E,SI2,62.0,57.0,7018.0,6.8,6.82,4.22 +6130,1.17,Premium,F,I1,62.2,58.0,3984.0,6.76,6.72,4.19 +27752,0.32,Premium,I,VS1,62.6,58.0,648.0,4.4,4.38,2.75 +28161,0.3,Ideal,H,VVS1,61.3,57.0,665.0,4.32,4.36,2.66 +7049,0.93,Very Good,G,SI2,62.9,56.0,4163.0,6.2,6.23,3.91 +40889,0.42,Premium,F,VS1,62.7,61.0,1176.0,4.77,4.74,2.98 +46067,0.7,Very Good,F,I1,63.2,61.0,1736.0,5.57,5.48,3.49 +29330,0.31,Premium,H,VS1,62.8,58.0,698.0,4.31,4.29,2.7 +44519,0.52,Premium,F,VS2,62.2,58.0,1600.0,5.12,5.17,3.2 +32524,0.35,Ideal,G,VVS2,62.1,56.0,798.0,4.47,4.51,2.79 +33685,0.4,Very Good,E,SI1,62.2,54.4,837.0,4.72,4.76,2.95 +42756,0.54,Very Good,D,SI2,63.2,57.0,1343.0,5.19,5.16,3.27 +1812,1.01,Fair,I,SI2,68.1,59.0,3054.0,6.14,6.11,4.17 +25840,2.0,Good,I,VS2,63.5,59.0,14889.0,7.93,7.98,5.05 +39233,0.38,Ideal,D,VS1,62.5,56.0,1067.0,4.64,4.67,2.91 +19010,1.21,Very Good,F,VS2,63.5,58.0,7826.0,6.76,6.73,4.28 +10728,0.31,Premium,I,SI1,60.7,58.0,593.0,4.42,4.38,2.67 +26215,1.56,Ideal,G,VVS2,62.3,54.0,15609.0,7.41,7.45,4.63 +10401,0.31,Premium,G,SI1,62.4,55.0,593.0,4.34,4.31,2.7 +31307,0.32,Ideal,D,VS2,62.7,57.0,758.0,4.4,4.44,2.77 +32887,0.4,Premium,F,SI2,62.6,60.0,810.0,4.68,4.65,2.92 +11245,1.1,Good,I,VS1,63.7,60.0,4967.0,6.61,6.45,4.16 +11434,1.11,Ideal,E,SI2,62.8,55.0,5004.0,6.62,6.6,4.15 +30067,0.4,Good,H,SI2,63.8,57.0,720.0,4.7,4.67,2.99 +2016,0.9,Fair,G,SI2,55.9,62.0,3104.0,6.35,6.42,3.57 +4088,0.9,Very Good,D,SI2,60.3,63.0,3534.0,6.12,6.22,3.72 +52284,0.59,Very Good,E,VVS2,61.7,59.0,2494.0,5.37,5.36,3.31 +40378,0.56,Ideal,J,VS2,61.4,56.0,1131.0,5.32,5.34,3.27 +27271,1.99,Fair,H,VS2,60.5,63.0,17713.0,8.2,8.11,4.93 +16127,1.11,Premium,G,VS2,60.4,58.0,6445.0,6.76,6.72,4.07 +47430,0.51,Ideal,G,VS1,61.8,56.0,1852.0,5.1,5.15,3.17 +39108,0.41,Premium,H,VS1,62.0,56.0,1061.0,4.78,4.74,2.95 +53008,0.7,Premium,H,VVS2,61.0,57.0,2596.0,5.76,5.72,3.5 +32342,0.3,Very Good,E,VVS2,61.4,58.0,789.0,4.25,4.28,2.62 +24947,1.11,Premium,D,VVS1,62.0,54.0,13405.0,6.67,6.63,4.16 +31391,0.43,Ideal,G,SI1,62.2,54.0,763.0,4.84,4.88,3.02 +6808,0.9,Good,D,SI1,64.4,60.0,4117.0,5.95,6.0,3.85 +37990,0.32,Ideal,F,VVS2,61.9,57.0,1008.0,4.39,4.36,2.71 +27295,1.72,Premium,G,VS1,59.4,60.0,17765.0,7.86,7.82,4.66 +43757,0.41,Ideal,F,IF,61.9,56.0,1439.0,4.77,4.79,2.96 +12486,1.0,Good,H,VS2,60.9,61.0,5254.0,6.38,6.42,3.9 +49785,0.71,Ideal,F,SI2,59.9,59.0,2161.0,5.79,5.83,3.48 +12757,1.0,Very Good,E,SI1,59.4,63.0,5322.0,6.47,6.42,3.83 +35292,0.3,Premium,I,VS1,60.3,58.0,473.0,4.32,4.34,2.61 +34404,0.34,Ideal,H,IF,61.8,54.0,863.0,4.51,4.55,2.8 +41328,0.31,Ideal,E,IF,62.5,56.0,1214.0,4.34,4.37,2.72 +39494,0.41,Ideal,E,VS1,62.3,57.0,1079.0,4.74,4.77,2.96 +51994,0.72,Ideal,H,VS2,62.0,56.0,2443.0,5.8,5.74,3.58 +28260,0.33,Premium,G,VS1,61.4,59.0,666.0,4.43,4.49,2.74 +18219,1.0,Good,E,VS1,63.6,59.0,7392.0,6.35,6.32,4.03 +48437,0.51,Ideal,G,VVS2,61.1,56.0,1974.0,5.19,5.15,3.16 +12090,1.23,Ideal,F,SI2,61.9,56.0,5163.0,6.89,6.93,4.28 +25474,1.69,Premium,F,VS2,59.8,60.0,14242.0,7.79,7.74,4.64 +30771,0.33,Very Good,F,VS1,62.7,59.0,741.0,4.35,4.39,2.74 +1789,0.82,Good,E,SI2,61.8,56.0,3050.0,5.95,5.99,3.69 +90,0.32,Premium,I,SI1,62.9,58.0,554.0,4.35,4.33,2.73 +18115,1.01,Very Good,E,VS1,62.9,60.0,7332.0,6.33,6.43,4.01 +21240,1.59,Premium,H,SI2,62.6,59.0,9385.0,7.42,7.4,4.64 +44965,0.53,Good,D,SI1,63.8,56.0,1636.0,5.16,5.12,3.28 +53450,0.52,Ideal,E,VVS2,61.3,56.0,2675.0,5.18,5.2,3.18 +35949,0.3,Ideal,F,SI1,61.9,54.0,475.0,4.33,4.36,2.69 +53086,0.57,Ideal,G,VVS1,60.9,56.0,2612.0,5.37,5.41,3.28 +29608,0.35,Ideal,H,VVS2,59.2,56.0,706.0,4.6,4.65,2.74 +45932,0.52,Ideal,G,VS1,61.6,54.0,1721.0,5.21,5.24,3.22 +37254,0.31,Ideal,F,VVS2,61.2,56.0,977.0,4.39,4.37,2.68 +33138,0.31,Ideal,E,VVS2,60.8,57.0,816.0,4.36,4.39,2.66 +26113,1.7,Good,E,VS2,64.1,60.0,15385.0,7.43,7.52,4.79 +30398,0.32,Very Good,G,VVS2,62.0,55.0,730.0,4.39,4.42,2.73 +1986,0.7,Very Good,E,VS1,63.4,57.0,3095.0,5.63,5.67,3.58 +34329,0.33,Ideal,G,IF,62.7,56.0,861.0,4.39,4.44,2.77 +23099,2.02,Premium,I,SI1,62.1,58.0,11119.0,8.1,8.04,5.01 +53759,0.72,Very Good,F,VS2,59.6,63.0,2724.0,5.92,5.75,3.48 +35862,0.4,Ideal,F,VS1,61.8,54.0,917.0,4.75,4.77,2.94 +19853,1.22,Ideal,H,VS1,61.9,54.0,8411.0,6.88,6.9,4.26 +5450,1.0,Premium,I,SI2,62.6,56.0,3830.0,6.4,6.34,3.99 +29312,0.31,Premium,H,VS1,59.9,60.0,698.0,4.45,4.4,2.65 +21577,1.6,Ideal,J,VS2,62.1,56.0,9681.0,7.47,7.51,4.65 +28761,0.31,Ideal,E,VS2,60.9,57.0,680.0,4.34,4.36,2.65 +50460,0.74,Very Good,H,SI2,63.1,56.0,2264.0,5.78,5.75,3.64 +43792,0.54,Ideal,G,VS2,62.8,55.0,1441.0,5.23,5.17,3.27 +26809,2.03,Very Good,I,SI1,62.2,59.0,16693.0,8.03,8.09,5.01 +6659,1.08,Ideal,J,VS2,62.3,56.0,4093.0,6.6,6.53,4.09 +42283,0.36,Ideal,G,SI2,62.3,54.0,505.0,4.57,4.61,2.86 +47568,0.51,Ideal,G,VVS2,61.8,56.0,1875.0,5.1,5.16,3.17 +15473,1.01,Very Good,F,VS2,59.1,59.0,6196.0,6.58,6.65,3.91 +11680,1.0,Premium,F,SI1,62.1,59.0,5060.0,6.36,6.39,3.96 +45707,0.56,Ideal,G,VS2,61.0,57.0,1698.0,5.34,5.32,3.25 +813,0.71,Premium,D,SI1,60.6,58.0,2863.0,5.79,5.77,3.5 +45885,0.58,Ideal,G,VS2,61.1,56.0,1719.0,5.4,5.43,3.31 +45287,0.51,Premium,G,VS1,62.1,58.0,1662.0,5.12,5.09,3.17 +22893,1.5,Ideal,I,VVS2,60.7,60.0,10931.0,7.35,7.4,4.48 +23964,1.08,Ideal,E,VVS1,61.0,56.0,12098.0,6.66,6.62,4.05 +5858,0.51,Fair,F,VVS2,65.4,60.0,3920.0,4.98,4.9,3.23 +35682,0.32,Ideal,D,VVS1,61.8,56.0,910.0,4.37,4.4,2.71 +2043,0.32,Ideal,H,VS1,61.3,55.0,561.0,4.41,4.43,2.71 +42401,0.43,Ideal,E,VVS2,61.8,57.0,1308.0,4.79,4.85,2.98 +28180,0.37,Premium,H,SI1,63.0,58.0,666.0,4.59,4.55,2.88 +19548,1.02,Premium,D,VS1,60.3,58.0,8181.0,6.57,6.49,3.94 +26958,1.67,Very Good,G,VVS2,61.6,57.0,17028.0,7.61,7.69,4.71 +37433,0.33,Premium,G,IF,60.8,58.0,984.0,4.42,4.46,2.7 +3576,0.78,Very Good,E,VS1,60.9,57.0,3420.0,5.94,5.88,3.59 +27122,2.03,Very Good,I,VS2,59.9,57.0,17297.0,8.14,8.25,4.91 +46052,0.54,Ideal,E,VS1,62.6,55.0,1732.0,5.2,5.22,3.26 +14933,1.22,Ideal,I,SI1,61.7,57.0,6012.0,6.85,6.82,4.22 +13422,1.0,Very Good,G,SI1,62.3,62.0,5511.0,6.34,6.38,3.96 +37608,0.24,Very Good,F,VVS1,63.5,54.0,485.0,3.92,3.96,2.5 +7192,0.9,Good,D,SI1,62.0,62.0,4187.0,6.06,6.1,3.77 +9479,1.02,Good,H,SI1,63.5,58.0,4604.0,6.36,6.39,4.05 +6627,1.11,Very Good,J,SI1,63.3,61.0,4084.0,6.56,6.49,4.13 +12085,0.9,Ideal,F,VS2,62.3,57.0,5160.0,6.18,6.21,3.86 +46312,0.3,Premium,I,VVS2,61.8,58.0,526.0,4.28,4.33,2.66 +23844,2.01,Very Good,F,SI2,63.3,59.0,11925.0,7.98,7.89,5.02 +51205,0.7,Good,H,VS2,63.9,59.0,2351.0,5.64,5.6,3.59 +5303,1.01,Premium,E,SI2,61.8,61.0,3801.0,6.35,6.29,3.9 +20283,1.05,Premium,G,VVS2,59.5,61.0,8702.0,6.69,6.63,3.96 +14415,1.08,Good,D,SI1,63.8,59.0,5821.0,6.39,6.47,4.1 +9852,1.74,Very Good,H,I1,63.2,55.0,4677.0,7.62,7.59,4.8 +26155,1.53,Very Good,G,VVS2,62.5,57.0,15466.0,7.33,7.38,4.6 +52975,0.35,Ideal,F,SI1,61.5,54.0,552.0,4.54,4.6,2.81 +20416,1.21,Premium,G,VS1,62.7,58.0,8774.0,6.85,6.76,4.27 +2783,0.9,Ideal,J,VS2,62.5,57.0,3255.0,6.16,6.26,3.88 +20157,1.03,Ideal,D,VS1,61.8,56.0,8612.0,6.46,6.54,4.02 +53658,0.86,Ideal,I,VS2,63.0,53.0,2706.0,6.1,6.06,3.83 +53009,0.7,Ideal,F,SI1,60.8,57.0,2596.0,5.73,5.71,3.48 +43332,0.48,Ideal,F,VS1,60.8,56.3,1404.0,5.1,5.08,3.1 +22631,1.5,Very Good,F,SI1,63.4,60.0,10684.0,7.2,7.27,4.59 +47247,0.5,Ideal,H,VVS2,61.6,57.0,1842.0,5.08,5.14,3.15 +14276,1.2,Premium,E,SI2,60.4,58.0,5779.0,6.95,6.89,4.18 +8010,1.0,Fair,F,SI1,67.1,57.0,4328.0,6.06,6.1,4.08 +51866,0.52,Ideal,D,VVS2,60.4,57.0,2426.0,5.25,5.28,3.18 +40329,0.53,Good,E,SI2,63.0,60.0,1127.0,5.11,5.14,3.23 +31922,0.3,Very Good,G,VS1,63.1,58.0,776.0,4.28,4.24,2.69 +31435,0.3,Ideal,H,IF,62.1,57.0,764.0,4.29,4.31,2.67 +38318,0.41,Ideal,D,VS1,62.6,55.0,1019.0,4.75,4.77,2.98 +45794,0.51,Very Good,G,VS1,63.4,57.0,1709.0,5.08,5.04,3.21 +6577,1.0,Premium,E,SI2,62.0,59.0,4077.0,6.43,6.3,3.95 +53911,0.7,Premium,E,SI1,60.5,58.0,2753.0,5.74,5.77,3.48 +7632,1.0,Fair,E,SI2,65.9,62.0,4265.0,6.09,6.02,3.99 +53790,0.73,Ideal,D,SI2,61.8,56.0,2729.0,5.77,5.82,3.58 +42937,0.32,Ideal,H,VS2,62.2,57.0,505.0,4.36,4.38,2.72 +23115,1.7,Premium,D,SI2,63.0,59.0,11138.0,7.67,7.6,4.81 +45834,0.52,Ideal,E,SI1,60.9,57.0,1713.0,5.17,5.2,3.16 +33246,0.34,Very Good,F,VVS2,61.0,56.0,825.0,4.51,4.53,2.76 +35960,0.33,Very Good,H,SI1,63.0,57.0,475.0,4.39,4.41,2.77 +52507,0.63,Ideal,E,VS1,61.5,56.0,2526.0,5.53,5.5,3.39 +32999,0.38,Premium,D,SI2,59.2,61.0,812.0,4.72,4.67,2.78 +17851,1.22,Good,H,VS2,63.8,55.0,7201.0,6.77,6.71,4.3 +6334,1.06,Premium,H,SI2,62.6,58.0,4031.0,6.52,6.46,4.06 +33751,0.31,Ideal,F,VVS1,62.3,54.0,840.0,4.34,4.36,2.71 +524,0.73,Very Good,G,VS1,62.0,57.0,2825.0,5.75,5.8,3.58 +25073,2.01,Very Good,J,VS2,63.2,55.0,13596.0,7.97,8.04,5.07 +73,0.3,Premium,H,SI1,62.9,59.0,554.0,4.28,4.24,2.68 +41786,0.59,Ideal,E,SI2,61.6,54.0,1248.0,5.42,5.45,3.35 +42853,0.41,Premium,D,VVS2,61.8,58.0,1356.0,4.79,4.75,2.95 +6909,0.9,Very Good,H,VS1,61.8,56.0,4136.0,6.16,6.18,3.81 +15094,1.01,Ideal,G,VS1,62.4,56.0,6066.0,6.37,6.42,3.99 +23280,1.51,Ideal,F,SI1,60.7,59.0,11302.0,7.42,7.44,4.51 +10245,1.0,Very Good,F,SI2,63.3,60.0,4749.0,6.32,6.25,3.98 +1503,0.7,Ideal,G,VVS2,63.0,55.0,2993.0,5.65,5.69,3.57 +28005,0.3,Ideal,E,VS2,61.4,55.0,658.0,4.32,4.34,2.66 +6074,1.09,Premium,I,SI1,61.6,61.0,3968.0,6.64,6.57,4.07 +21575,1.06,Very Good,E,VVS2,63.4,55.0,9680.0,6.46,6.51,4.11 +38079,0.3,Ideal,E,VVS2,61.8,56.0,1013.0,4.33,4.31,2.67 +23246,2.0,Ideal,I,SI2,59.8,55.0,11255.0,8.28,8.18,4.92 +22349,1.56,Ideal,I,VS1,61.2,59.0,10399.0,7.43,7.5,4.57 +10310,0.9,Good,H,VVS1,63.8,59.0,4763.0,6.13,6.09,3.9 +9427,1.28,Premium,H,SI2,62.4,56.0,4588.0,6.97,6.89,4.34 +51752,0.7,Ideal,E,SI2,60.6,56.0,2405.0,5.73,5.78,3.49 +28937,0.3,Good,E,VVS2,63.2,59.0,684.0,4.27,4.28,2.7 +38787,0.31,Ideal,G,VVS1,59.5,56.0,1046.0,4.43,4.41,2.63 +15318,1.3,Very Good,F,SI2,61.1,58.0,6149.0,6.98,7.02,4.28 +30887,0.33,Ideal,E,SI1,63.0,54.0,743.0,4.42,4.38,2.77 +10552,1.01,Very Good,F,SI1,62.7,56.0,4812.0,6.37,6.39,4.0 +43172,0.54,Premium,G,SI1,61.7,59.0,1389.0,5.2,5.17,3.2 +5480,0.9,Premium,H,VS1,63.0,62.0,3838.0,6.09,6.0,3.81 +14731,1.15,Ideal,I,VS1,61.3,56.0,5930.0,6.74,6.76,4.14 +34457,0.36,Very Good,H,IF,61.6,56.0,865.0,4.57,4.62,2.83 +48986,0.23,Ideal,F,VVS2,61.4,57.0,538.0,3.96,3.99,2.44 +50089,0.74,Premium,G,SI2,60.1,58.0,2206.0,5.89,5.86,3.53 +740,0.33,Premium,G,SI2,59.4,59.0,557.0,4.52,4.5,2.68 +16721,0.3,Ideal,H,VVS2,62.3,54.4,610.0,4.28,4.32,2.68 +22611,1.6,Ideal,F,SI2,61.7,56.0,10662.0,7.53,7.5,4.64 +1538,0.9,Very Good,I,SI2,62.5,58.0,3001.0,6.1,6.15,3.83 +10151,1.1,Fair,D,SI2,64.6,54.0,4725.0,6.56,6.49,4.22 +12815,1.0,Good,E,SI1,57.2,62.0,5345.0,6.59,6.56,3.76 +21273,1.65,Ideal,G,VS2,62.2,55.0,9425.0,7.6,7.57,4.72 +18389,0.29,Very Good,E,VS1,59.2,58.0,619.0,4.36,4.39,2.59 +28748,0.31,Ideal,E,VS2,61.8,54.0,680.0,4.34,4.37,2.69 +27963,0.3,Very Good,E,VS2,62.4,56.0,658.0,4.26,4.33,2.68 +32061,0.33,Premium,D,SI1,60.3,58.0,780.0,4.49,4.47,2.7 +14649,1.0,Very Good,G,VVS2,63.5,55.0,5914.0,6.36,6.3,4.02 +8086,1.01,Premium,G,SI1,62.8,59.0,4338.0,6.33,6.29,3.96 +48919,0.54,Premium,E,VS1,60.3,58.0,2041.0,5.32,5.26,3.19 +6988,0.9,Very Good,H,VS2,62.0,57.0,4155.0,6.1,6.16,3.8 +44902,0.76,Premium,G,I1,63.0,55.0,1629.0,5.83,5.74,3.65 +3264,0.93,Ideal,I,SI1,61.9,57.0,3359.0,6.23,6.21,3.85 +23079,1.54,Premium,G,SI1,61.8,59.0,11107.0,7.32,7.37,4.54 +33489,0.32,Premium,F,VS2,61.0,61.0,828.0,4.41,4.38,2.68 +30903,0.39,Ideal,G,VS2,60.7,54.0,745.0,4.74,4.77,2.89 +18481,1.0,Ideal,F,VS1,61.9,57.0,7526.0,6.41,6.39,3.96 +30079,0.32,Ideal,I,VVS2,63.0,57.0,720.0,4.37,4.33,2.74 +8712,0.23,Ideal,E,VS1,61.9,55.0,586.0,3.94,3.98,2.45 +39308,0.7,Fair,G,I1,67.5,55.0,1069.0,5.59,5.37,3.71 +16065,1.01,Premium,F,VS2,61.7,58.0,6416.0,6.42,6.48,3.98 +53270,0.82,Premium,I,VS2,62.6,59.0,2648.0,5.91,5.87,3.69 +12763,1.21,Very Good,I,SI1,62.1,56.0,5324.0,6.76,6.92,4.25 +25303,1.13,Ideal,D,VVS1,61.5,55.0,13968.0,6.74,6.69,4.13 +53806,0.72,Ideal,F,VS2,62.8,55.0,2732.0,5.74,5.69,3.59 +51328,0.31,Very Good,G,VS2,62.9,57.0,544.0,4.31,4.34,2.72 +46306,0.3,Good,E,SI1,63.6,57.0,526.0,4.22,4.24,2.69 +21452,1.72,Premium,H,SI1,62.0,57.0,9551.0,7.67,7.63,4.74 +53077,0.59,Very Good,G,IF,60.9,57.0,2611.0,5.38,5.42,3.29 +11389,0.34,Ideal,G,VS2,62.2,53.0,596.0,4.46,4.51,2.79 +6281,1.01,Good,I,VS1,63.8,57.0,4016.0,6.31,6.23,4.0 +33653,0.39,Premium,H,SI1,62.0,60.0,834.0,4.71,4.65,2.9 +16641,1.2,Good,E,SI1,59.9,64.0,6653.0,6.84,6.79,4.08 +2871,1.0,Very Good,I,SI2,60.8,63.0,3276.0,6.41,6.34,3.88 +8204,0.51,Fair,F,VVS2,60.7,66.0,4368.0,5.21,5.11,3.13 +26831,2.01,Premium,H,SI1,60.6,62.0,16733.0,8.08,8.05,4.89 +36461,0.31,Ideal,D,VS2,62.9,55.0,942.0,4.34,4.31,2.72 +38368,0.51,Ideal,I,SI1,62.5,57.0,1023.0,5.07,5.1,3.18 +28417,0.43,Good,D,SI2,63.3,57.0,669.0,4.79,4.82,3.04 +11986,1.07,Very Good,H,SI1,59.2,61.0,5143.0,6.65,6.67,3.94 +16421,1.07,Ideal,G,VS2,62.3,57.0,6558.0,6.58,6.54,4.09 +18344,1.01,Ideal,F,VS1,61.3,57.0,7465.0,6.44,6.47,3.96 +9924,1.21,Very Good,J,VS2,63.0,57.0,4691.0,6.73,6.77,4.25 +18912,1.2,Ideal,D,SI1,62.7,55.0,7761.0,6.71,6.79,4.23 +22351,0.31,Very Good,I,VS1,63.5,57.0,628.0,4.28,4.26,2.71 +5823,0.66,Ideal,D,VVS2,61.3,57.0,3915.0,5.59,5.63,3.44 +45005,0.54,Good,E,VS2,63.1,58.0,1637.0,5.13,5.21,3.26 +36933,0.24,Very Good,F,VVS1,57.2,63.0,478.0,4.1,4.15,2.36 +3481,0.61,Ideal,D,VVS2,62.2,54.0,3397.0,5.41,5.45,3.38 +32484,0.3,Ideal,F,VS1,61.8,55.0,795.0,4.32,4.36,2.68 +50563,0.71,Very Good,H,VS1,62.8,58.0,2277.0,5.67,5.7,3.57 +18868,1.02,Very Good,E,VS1,60.5,60.0,7738.0,6.49,6.54,3.94 +40265,0.33,Very Good,D,SI2,62.9,56.0,492.0,4.41,4.43,2.78 +52963,0.24,Very Good,E,VVS1,62.7,59.0,552.0,3.97,4.0,2.5 +50887,0.9,Premium,F,I1,61.9,59.0,2316.0,6.18,6.16,3.82 +20568,1.51,Premium,E,SI2,58.8,62.0,8879.0,7.5,7.41,4.39 +24206,1.57,Very Good,H,SI1,62.4,58.0,12392.0,7.39,7.49,4.64 +53397,0.72,Premium,E,SI1,61.3,58.0,2666.0,5.81,5.78,3.55 +17883,1.33,Ideal,H,SI1,62.7,56.0,7217.0,7.04,6.99,4.4 +30143,0.32,Premium,G,VS2,62.5,60.0,720.0,4.38,4.32,2.72 +32844,0.43,Ideal,D,SI1,61.6,56.0,807.0,4.82,4.86,2.98 +529,0.7,Good,E,VS1,57.2,59.0,2826.0,5.94,5.88,3.38 +4246,1.01,Very Good,G,SI2,60.8,63.0,3577.0,6.4,6.36,3.88 +31315,0.32,Ideal,E,VS1,61.7,56.0,758.0,4.39,4.42,2.72 +1744,0.73,Ideal,E,SI1,62.2,56.0,3038.0,5.76,5.79,3.59 +6754,1.02,Premium,H,SI1,61.8,56.0,4102.0,6.47,6.42,3.98 +20598,1.15,Ideal,F,VVS2,62.1,55.0,8903.0,6.74,6.69,4.17 +40141,0.51,Premium,H,SI1,60.6,59.0,1116.0,5.17,5.13,3.12 +5310,0.9,Premium,F,SI2,58.9,59.0,3803.0,6.31,6.26,3.7 +31619,0.23,Very Good,E,VS2,62.5,59.0,373.0,3.91,3.96,2.46 +12647,1.01,Ideal,G,VS1,61.3,56.0,5294.0,6.49,6.44,3.96 +39049,0.41,Ideal,E,VVS1,62.1,56.0,1057.0,4.76,4.78,2.96 +4612,0.9,Premium,E,SI2,60.8,60.0,3662.0,6.21,6.25,3.79 +531,0.7,Premium,E,VS1,62.2,58.0,2826.0,5.66,5.6,3.5 +49938,0.7,Ideal,I,SI1,62.6,56.0,2187.0,5.66,5.69,3.55 +52261,0.78,Premium,H,SI1,60.0,60.0,2489.0,5.93,5.92,3.62 +9625,1.2,Very Good,H,SI1,63.3,56.0,4637.0,6.75,6.72,4.26 +14733,1.21,Very Good,I,VS2,62.0,57.0,5931.0,6.78,6.83,4.22 +24995,1.5,Premium,F,VS2,61.3,58.0,13506.0,7.36,7.31,4.5 +31897,0.3,Ideal,G,VS1,62.5,57.0,776.0,4.32,4.29,2.69 +11474,0.9,Ideal,H,VS1,62.1,56.0,5013.0,6.15,6.2,3.83 +23993,1.51,Ideal,F,SI1,61.5,55.0,12152.0,7.39,7.35,4.53 +8113,1.13,Premium,H,SI2,59.4,58.0,4350.0,6.74,6.8,4.02 +15219,1.01,Good,G,VS2,64.0,59.0,6109.0,6.27,6.33,4.03 +31998,0.3,Premium,G,VS1,61.7,60.0,776.0,4.28,4.24,2.63 +50215,0.7,Very Good,E,SI2,61.1,62.0,2230.0,5.68,5.72,3.48 +6283,1.01,Premium,F,SI2,62.5,61.0,4017.0,6.37,6.33,3.97 +7589,1.01,Good,E,SI1,63.8,60.0,4256.0,6.36,6.31,4.04 +35662,0.31,Very Good,G,VVS2,63.4,59.0,907.0,4.29,4.26,2.71 +21578,1.51,Good,H,SI1,61.8,62.0,9681.0,7.25,7.29,4.49 +18001,1.01,Good,G,VVS1,63.1,59.0,7279.0,6.33,6.42,4.02 +18829,1.27,Very Good,H,VS2,62.6,57.0,7715.0,6.91,6.95,4.34 +13244,1.0,Premium,E,SI1,60.8,60.0,5470.0,6.45,6.42,3.91 +40287,0.3,Ideal,E,I1,60.3,57.0,495.0,4.39,4.36,2.64 +47519,0.7,Very Good,I,VS2,63.0,60.0,1867.0,5.59,5.62,3.53 +44971,0.32,Ideal,H,VS2,60.8,56.0,523.0,4.46,4.49,2.72 +3923,0.74,Very Good,E,SI1,59.9,56.0,3497.0,5.89,5.93,3.54 +12525,1.1,Ideal,E,SI2,61.6,56.0,5263.0,6.63,6.66,4.09 +34494,0.32,Ideal,D,VVS2,62.0,55.0,867.0,4.39,4.41,2.73 +36801,0.3,Premium,G,IF,60.0,59.0,956.0,4.34,4.32,2.6 +18845,1.0,Very Good,G,VVS1,57.8,59.0,7725.0,6.59,6.63,3.82 +27710,0.32,Ideal,H,VS2,62.2,57.0,648.0,4.38,4.36,2.72 +43844,0.5,Ideal,H,SI1,61.9,56.0,1446.0,5.08,5.13,3.16 +13520,1.0,Very Good,G,VS2,62.7,58.0,5544.0,6.34,6.42,4.0 +47854,0.5,Premium,G,VVS2,61.4,57.0,1909.0,5.16,5.1,3.15 +34580,0.43,Premium,F,SI2,60.2,60.0,871.0,4.91,4.85,2.94 +42164,0.53,Ideal,F,SI1,61.6,54.0,1284.0,5.23,5.25,3.23 +27768,0.32,Premium,H,VS2,60.7,61.0,648.0,4.41,4.39,2.67 +11728,0.34,Ideal,G,VS2,61.7,56.0,596.0,4.48,4.53,2.78 +21900,1.2,Very Good,G,VVS1,61.8,55.0,9968.0,6.79,6.83,4.21 +48765,1.01,Premium,I,I1,59.2,57.0,2017.0,6.58,6.44,3.85 +25634,1.51,Premium,G,VS1,60.1,58.0,14507.0,7.48,7.45,4.49 +40037,0.4,Very Good,F,VVS1,62.3,60.0,1111.0,4.65,4.69,2.91 +25395,2.01,Ideal,I,SI2,61.5,56.0,14103.0,8.1,8.16,5.0 +33517,0.33,Premium,E,VS2,62.0,60.0,829.0,4.46,4.41,2.75 +29920,0.32,Ideal,D,VS2,61.3,57.0,713.0,4.44,4.46,2.73 +3285,0.82,Good,F,VS2,60.9,62.2,3363.0,5.97,6.04,3.66 +43305,0.45,Ideal,E,VVS2,61.9,56.0,1401.0,4.95,4.91,3.05 +49573,0.74,Premium,G,SI1,58.3,58.0,2131.0,5.97,5.93,3.47 +429,0.91,Good,I,VS2,64.3,58.0,2813.0,6.09,6.05,3.9 +42962,0.55,Premium,E,SI2,59.7,58.0,1364.0,5.35,5.33,3.19 +47495,0.5,Ideal,G,VVS1,62.1,53.5,1865.0,5.08,5.13,3.17 +51520,0.72,Very Good,G,SI1,63.1,57.0,2385.0,5.71,5.67,3.59 +45656,0.25,Very Good,E,VVS2,63.1,55.0,526.0,3.98,4.04,2.53 +45306,0.3,Ideal,D,SI1,61.9,55.0,524.0,4.31,4.35,2.68 +37739,0.37,Ideal,F,VVS1,61.3,56.0,997.0,4.65,4.68,2.86 +50267,0.5,Very Good,F,IF,61.4,60.0,2238.0,5.07,5.1,3.12 +32859,0.4,Premium,H,VS1,62.6,58.0,807.0,4.68,4.71,2.94 +7066,0.33,Good,I,VVS2,63.7,56.0,579.0,4.36,4.4,2.79 +12141,1.2,Premium,H,SI2,62.4,61.0,5174.0,6.81,6.78,4.24 +46860,0.53,Ideal,D,VS1,61.5,55.0,1813.0,5.19,5.22,3.2 +46827,0.58,Ideal,E,VS2,62.3,54.0,1809.0,5.43,5.39,3.37 +19678,1.41,Very Good,H,SI1,62.6,59.0,8283.0,7.08,7.14,4.45 +44335,0.33,Premium,H,VS2,61.3,60.0,521.0,4.44,4.47,2.73 +24713,0.3,Very Good,E,VS2,61.5,58.0,640.0,4.28,4.31,2.64 +8967,1.03,Premium,F,SI2,61.6,58.0,4503.0,6.43,6.46,3.97 +31274,0.32,Ideal,I,VS2,61.6,56.0,449.0,4.37,4.39,2.7 +49259,0.7,Very Good,G,SI1,63.3,57.0,2088.0,5.58,5.63,3.55 +6475,0.88,Ideal,F,SI1,62.3,53.0,4054.0,6.12,6.15,3.82 +15286,1.09,Ideal,D,SI1,62.7,56.0,6133.0,6.55,6.59,4.12 +10297,1.01,Good,F,SI1,63.5,59.0,4759.0,6.3,6.39,4.03 +994,0.6,Very Good,D,VVS2,60.6,57.0,2897.0,5.48,5.51,3.33 +20389,0.31,Good,F,VS2,63.4,56.0,625.0,4.29,4.32,2.73 +46242,0.53,Premium,F,VS2,61.4,60.0,1753.0,5.21,5.18,3.19 +10865,1.01,Ideal,E,SI2,62.2,56.0,4875.0,6.45,6.42,4.0 +48374,0.57,Ideal,D,VS2,62.4,57.0,1963.0,5.32,5.26,3.3 +20200,2.02,Premium,J,SI2,63.0,58.0,8640.0,8.07,8.02,5.07 +20788,1.55,Premium,I,SI1,62.5,60.0,9027.0,7.35,7.33,4.59 +18517,1.08,Ideal,E,VS2,62.0,54.0,7548.0,6.62,6.57,4.09 +16113,1.07,Very Good,E,VS2,60.4,58.0,6441.0,6.61,6.66,4.01 +36517,0.3,Premium,F,VVS2,62.4,58.0,945.0,4.28,4.25,2.66 +37018,0.33,Ideal,G,VVS2,61.7,56.0,965.0,4.46,4.42,2.74 +43363,0.58,Very Good,I,VS2,61.7,54.1,1408.0,5.37,5.4,3.32 +48113,0.5,Ideal,G,VVS2,62.9,57.0,1935.0,5.11,5.04,3.19 +10229,1.2,Ideal,J,SI2,61.7,56.0,4744.0,6.87,6.79,4.21 +1362,1.0,Fair,G,SI1,65.7,54.0,2964.0,6.24,6.16,4.07 +43488,0.51,Premium,F,SI1,61.3,59.0,1421.0,5.19,5.15,3.17 +51989,0.25,Very Good,E,VVS2,61.7,57.0,548.0,4.08,4.12,2.53 +26961,1.54,Ideal,F,VS2,61.0,56.0,17029.0,7.44,7.49,4.55 +34734,0.37,Ideal,D,VS2,61.0,56.0,876.0,4.65,4.7,2.85 +29433,0.42,Ideal,H,SI1,62.4,57.0,700.0,4.76,4.79,2.98 +18733,1.01,Very Good,D,VS2,62.7,57.0,7652.0,6.36,6.39,4.0 +2215,0.83,Ideal,E,SI2,61.0,57.0,3143.0,6.06,6.13,3.72 +4737,0.3,Ideal,F,VS2,61.1,56.0,573.0,4.36,4.38,2.67 +15914,1.19,Premium,H,VS2,61.0,59.0,6363.0,6.91,6.8,4.18 +27783,0.3,Good,G,VS2,58.5,64.0,648.0,4.42,4.37,2.57 +29985,0.43,Ideal,I,VS2,61.8,55.0,716.0,4.85,4.89,3.01 +14889,1.21,Ideal,F,SI2,61.8,57.0,5996.0,6.82,6.87,4.23 +39370,0.34,Ideal,F,IF,60.7,57.0,1074.0,4.5,4.53,2.74 +37500,0.35,Premium,F,VS1,60.5,58.0,984.0,4.59,4.57,2.77 +14737,1.01,Ideal,F,SI1,61.7,56.0,5932.0,6.45,6.48,3.99 +20753,1.12,Ideal,E,VS1,61.3,56.0,8991.0,6.7,6.72,4.11 +46758,0.53,Ideal,H,VVS2,61.8,56.0,1800.0,5.22,5.2,3.22 +27619,2.01,Very Good,H,VS2,63.2,58.0,18507.0,7.93,8.01,5.04 +15649,1.07,Very Good,G,VS2,62.3,57.0,6274.0,6.56,6.47,4.06 +33882,0.3,Ideal,E,VS2,61.5,56.0,844.0,4.33,4.29,2.65 +33327,0.35,Ideal,D,SI1,63.0,57.0,827.0,4.52,4.46,2.83 +39359,0.44,Ideal,E,VS2,61.9,55.0,1073.0,4.89,4.86,3.02 +11600,1.02,Ideal,G,SI1,62.2,56.0,5044.0,6.46,6.44,4.01 +29724,0.31,Premium,H,VVS1,61.8,58.0,707.0,4.3,4.34,2.67 +30379,0.41,Good,H,VS2,64.1,57.0,729.0,4.72,4.64,3.0 +25931,2.2,Ideal,I,VS1,61.4,57.0,15092.0,8.41,8.37,5.15 +10340,1.01,Ideal,H,SI1,61.9,58.0,4767.0,6.42,6.48,3.99 +21639,1.5,Ideal,I,VS2,62.4,54.1,9730.0,7.3,7.35,4.57 +7486,1.02,Premium,F,SI2,63.0,58.0,4238.0,6.44,6.38,4.04 +2176,0.81,Premium,D,SI1,60.7,58.0,3135.0,6.07,5.99,3.66 +14200,1.0,Very Good,F,VS2,62.7,56.0,5759.0,6.29,6.34,3.96 +39674,0.42,Ideal,G,VS2,62.1,56.0,1087.0,4.84,4.79,2.99 +52767,0.53,Ideal,D,VVS2,62.2,56.0,2563.0,5.18,5.21,3.23 +20776,1.05,Premium,G,IF,60.6,60.0,9012.0,6.59,6.57,3.99 +21685,1.56,Good,I,VS2,57.2,62.0,9784.0,7.72,7.66,4.4 +18923,1.77,Ideal,J,SI2,62.0,56.0,7771.0,7.78,7.74,4.81 +2734,0.7,Very Good,F,VVS2,62.5,58.0,3247.0,5.63,5.67,3.53 +28493,0.32,Ideal,G,VS2,62.1,55.0,673.0,4.36,4.39,2.71 +27650,3.01,Good,H,SI2,57.6,64.0,18593.0,9.44,9.38,5.42 +18290,1.22,Ideal,I,VS2,60.4,57.0,7430.0,6.91,6.99,4.2 +9839,0.91,Ideal,G,SI1,62.5,56.0,4673.0,6.19,6.22,3.88 +8762,1.05,Ideal,I,SI1,62.6,56.0,4466.0,6.45,6.53,4.06 +23994,1.52,Ideal,F,SI1,61.2,55.0,12153.0,7.4,7.43,4.54 +17264,1.02,Very Good,F,VS2,62.8,57.0,6911.0,6.36,6.41,4.01 +8162,1.09,Ideal,J,VS2,62.0,54.0,4361.0,6.64,6.61,4.11 +11336,1.01,Good,F,SI1,63.6,58.0,4989.0,6.37,6.31,4.03 +9770,1.11,Ideal,H,SI2,62.7,57.0,4662.0,6.66,6.59,4.14 +41763,0.38,Ideal,E,VVS1,61.9,53.7,1245.0,4.66,4.67,2.89 +720,1.0,Fair,I,SI1,67.9,62.0,2856.0,6.19,6.03,4.15 +49598,0.7,Very Good,H,VS2,63.2,57.0,2137.0,5.58,5.62,3.54 +51538,0.71,Premium,G,SI1,61.2,61.0,2386.0,5.71,5.66,3.48 +21972,2.09,Premium,I,SI2,60.1,59.0,10042.0,8.34,8.3,5.0 +21591,1.12,Ideal,D,VS1,61.1,57.0,9694.0,6.68,6.75,4.1 +39356,0.44,Premium,E,VS2,60.4,58.0,1073.0,4.93,4.87,2.96 +9883,1.09,Premium,D,SI2,62.2,59.0,4682.0,6.49,6.46,4.03 +41857,0.7,Good,H,I1,57.4,63.0,1255.0,5.89,5.8,3.36 +52587,0.72,Ideal,I,VS1,60.7,57.0,2539.0,5.78,5.81,3.51 +12107,1.01,Ideal,H,VS2,62.7,56.0,5166.0,6.35,6.4,4.0 +27531,1.07,Premium,D,IF,60.9,58.0,18279.0,6.67,6.57,4.03 +39101,0.41,Very Good,I,VVS2,63.5,57.0,1061.0,4.76,4.72,3.01 +40322,0.5,Premium,J,SI1,60.7,58.0,1125.0,5.13,5.11,3.11 +23463,1.2,Very Good,E,VVS2,63.2,56.0,11456.0,6.73,6.78,4.27 +17887,1.27,Ideal,H,VS2,60.3,56.0,7219.0,7.08,7.02,4.25 +49584,0.65,Premium,D,SI1,60.5,58.0,2134.0,5.61,5.57,3.38 +10172,1.0,Fair,F,VS2,66.7,57.0,4732.0,6.11,6.04,4.05 +43620,0.26,Ideal,G,VS1,62.5,53.0,508.0,4.1,4.13,2.57 +1477,0.7,Very Good,D,VS2,63.1,56.0,2985.0,5.62,5.69,3.57 +816,0.71,Premium,H,VVS2,61.5,62.0,2863.0,5.74,5.68,3.51 +42821,0.51,Ideal,H,SI1,61.7,55.0,1354.0,5.12,5.16,3.17 +41268,0.31,Ideal,I,VS1,61.9,54.5,502.0,4.33,4.36,2.69 +52064,0.7,Very Good,E,SI2,62.8,59.0,2453.0,5.64,5.69,3.56 +18104,1.02,Ideal,G,VS1,61.3,57.0,7324.0,6.48,6.51,3.98 +36080,0.37,Very Good,E,VS1,60.2,56.0,925.0,4.68,4.71,2.83 +37436,0.33,Ideal,G,IF,62.2,56.0,984.0,4.43,4.45,2.76 +5471,1.01,Fair,F,SI2,65.2,57.0,3837.0,6.33,6.24,4.1 +21485,1.76,Premium,E,SI2,62.1,58.0,9580.0,7.7,7.62,4.74 +6986,1.01,Very Good,G,SI2,63.5,58.0,4154.0,6.39,6.34,4.04 +2077,0.74,Premium,E,VS2,62.4,59.0,3108.0,5.77,5.73,3.59 +23699,1.02,Ideal,D,VVS2,61.0,56.0,11765.0,6.52,6.55,3.99 +50332,0.83,Premium,J,SI2,59.1,60.0,2241.0,6.13,6.12,3.62 +11999,1.01,Good,D,SI1,63.9,60.0,5147.0,6.32,6.29,4.03 +40165,0.31,Premium,E,VVS2,62.2,56.0,1116.0,4.31,4.28,2.67 +20162,1.31,Ideal,H,VS1,62.5,56.0,8617.0,6.95,7.03,4.37 +28011,0.3,Ideal,E,VS2,61.6,55.0,658.0,4.31,4.33,2.66 +11641,0.72,Ideal,F,VVS1,60.8,56.0,5051.0,5.83,5.81,3.54 +4982,0.93,Very Good,G,SI2,62.7,57.0,3738.0,6.21,6.26,3.91 +14408,1.14,Very Good,F,SI1,61.0,60.0,5819.0,6.67,6.74,4.09 +1960,1.01,Very Good,J,SI2,63.3,53.0,3088.0,6.35,6.31,4.01 +30875,0.33,Premium,G,VS2,62.6,58.0,743.0,4.4,4.36,2.74 +43335,0.5,Ideal,D,SI1,62.0,54.0,1404.0,5.09,5.13,3.17 +33682,0.31,Ideal,I,IF,62.2,54.0,837.0,4.39,4.36,2.72 +1653,0.93,Premium,G,SI2,61.4,56.0,3019.0,6.27,6.23,3.84 +43835,0.55,Premium,G,VS2,62.7,60.0,1445.0,5.27,5.19,3.28 +19901,1.24,Ideal,G,VS1,61.1,57.0,8449.0,6.98,6.91,4.24 +44839,0.6,Premium,E,SI1,60.8,58.0,1625.0,5.46,5.5,3.33 +46172,0.5,Premium,E,VS2,61.8,58.0,1746.0,5.09,5.07,3.14 +41028,0.41,Ideal,E,VVS2,61.1,56.0,1187.0,4.8,4.85,2.95 +14563,1.0,Ideal,D,SI1,60.5,57.0,5880.0,6.52,6.48,3.93 +53819,0.81,Very Good,E,SI2,63.7,57.0,2735.0,5.86,5.94,3.76 +39529,0.4,Premium,I,VVS1,62.7,59.0,1080.0,4.71,4.67,2.94 +1293,0.7,Ideal,E,VS2,62.1,55.0,2952.0,5.71,5.75,3.56 +17071,1.5,Premium,J,SI1,60.5,59.0,6806.0,7.38,7.47,4.49 +45776,0.65,Premium,E,SI1,58.5,58.0,1708.0,5.68,5.64,3.31 +20138,1.2,Ideal,G,VS1,62.4,57.0,8596.0,6.74,6.82,4.23 +38999,0.37,Very Good,E,VVS1,60.9,56.0,1055.0,4.65,4.67,2.84 +16310,1.11,Premium,H,VS2,61.1,59.0,6527.0,6.66,6.63,4.06 +4500,0.9,Premium,H,SI1,61.9,58.0,3629.0,6.2,6.15,3.82 +22588,1.25,Premium,E,VS2,61.5,58.0,10640.0,6.98,6.91,4.27 +52972,0.37,Ideal,H,SI1,61.1,55.0,552.0,4.64,4.69,2.85 +19375,0.27,Premium,E,VVS1,60.6,58.0,622.0,4.18,4.2,2.54 +3876,0.9,Very Good,E,SI2,63.7,56.0,3482.0,6.08,6.13,3.89 +22952,1.59,Premium,G,SI1,62.1,58.0,10996.0,7.45,7.43,4.62 +43147,0.52,Very Good,E,SI1,62.8,56.0,1389.0,5.13,5.15,3.23 +2607,0.9,Very Good,I,SI1,62.6,58.0,3220.0,6.08,6.15,3.83 +20198,1.0,Very Good,E,VVS2,61.0,62.0,8638.0,6.4,6.46,3.92 +11198,1.02,Premium,H,VS2,60.0,58.0,4958.0,6.56,6.5,3.92 +17583,1.14,Ideal,H,SI1,61.8,56.0,7079.0,6.68,6.72,4.14 +13741,1.22,Premium,I,SI1,62.7,58.0,5602.0,6.83,6.8,4.27 +52592,0.72,Very Good,F,SI1,62.3,57.0,2540.0,5.72,5.77,3.58 +21757,1.54,Premium,D,SI2,59.9,62.0,9821.0,7.51,7.44,4.48 +23729,0.33,Ideal,H,VVS2,61.6,55.0,633.0,4.48,4.51,2.77 +2227,0.9,Fair,G,SI1,65.4,57.0,3145.0,6.04,5.95,3.92 +31122,0.41,Good,I,VS1,60.1,60.1,754.0,4.79,4.82,2.89 +32043,0.32,Ideal,G,VVS1,60.3,58.0,779.0,4.44,4.48,2.69 +36193,0.4,Ideal,G,VVS2,62.6,57.0,931.0,4.68,4.75,2.95 +32704,0.31,Ideal,F,VS2,62.1,53.0,802.0,4.39,4.34,2.71 +21720,0.32,Ideal,H,VVS2,61.6,55.0,628.0,4.43,4.46,2.74 +29282,0.25,Very Good,F,VS1,59.6,56.0,436.0,4.13,4.16,2.47 +33512,0.33,Ideal,F,VVS1,62.1,56.0,828.0,4.43,4.46,2.76 +36608,0.32,Very Good,G,SI1,62.8,56.0,477.0,4.34,4.36,2.73 +53228,0.73,Very Good,H,VS1,61.6,59.0,2641.0,5.74,5.81,3.56 +27537,1.54,Ideal,G,VVS1,61.4,56.0,18294.0,7.42,7.47,4.57 +34634,0.31,Premium,E,VS2,60.3,58.0,872.0,4.42,4.37,2.65 +33714,0.33,Ideal,H,IF,61.6,55.0,838.0,4.48,4.51,2.77 +36137,0.33,Ideal,E,VS2,61.6,57.0,928.0,4.46,4.44,2.74 +44079,0.5,Very Good,D,VS2,63.7,56.0,1553.0,4.95,5.03,3.18 +25397,1.5,Premium,G,VS1,61.2,59.0,14105.0,7.32,7.36,4.49 +6994,1.0,Good,F,SI2,57.3,61.0,4155.0,6.64,6.59,3.79 +10935,0.9,Very Good,F,VS1,62.1,58.0,4898.0,6.15,6.19,3.83 +40307,0.4,Premium,E,VS1,60.4,59.0,1125.0,4.81,4.76,2.89 +28616,0.3,Premium,E,SI1,62.5,60.0,675.0,4.27,4.24,2.66 +9044,0.31,Very Good,E,VS1,61.2,61.0,587.0,4.29,4.37,2.65 +1233,0.8,Good,F,SI1,63.8,59.0,2941.0,5.83,5.87,3.73 +45119,0.52,Ideal,E,VS2,61.0,55.0,1651.0,5.2,5.26,3.19 +27481,1.5,Ideal,F,VVS2,63.1,57.0,18159.0,7.32,7.23,4.59 +49188,0.61,Premium,F,VS2,59.6,61.0,2075.0,5.58,5.5,3.3 +21067,1.01,Very Good,F,VVS1,62.8,58.0,9243.0,6.35,6.39,4.0 +30426,0.32,Ideal,G,VVS2,61.6,55.0,730.0,4.41,4.42,2.72 +50023,0.61,Good,F,VS1,60.0,65.0,2196.0,5.53,5.47,3.3 +33656,0.41,Very Good,E,VS1,62.8,60.0,834.0,4.72,4.77,2.98 +19873,1.52,Premium,J,VS1,62.2,59.0,8426.0,7.32,7.38,4.57 +2396,0.32,Ideal,G,VS2,61.8,55.0,561.0,4.41,4.43,2.73 +47354,0.5,Premium,D,VS2,62.8,58.0,1845.0,5.07,5.03,3.17 +9490,1.11,Good,H,SI1,64.2,58.0,4606.0,6.53,6.47,4.17 +29847,0.3,Ideal,D,VS2,60.8,57.0,710.0,4.31,4.34,2.63 +12437,1.04,Ideal,I,VS2,61.8,55.0,5242.0,6.5,6.54,4.03 +50634,0.23,Very Good,E,VS2,60.8,58.0,402.0,3.97,4.05,2.44 +19591,1.52,Very Good,J,VS1,62.2,55.0,8217.0,7.35,7.42,4.59 +29832,0.31,Ideal,E,VVS2,61.8,58.0,710.0,4.3,4.34,2.67 +15693,0.29,Ideal,G,VVS2,61.9,56.0,607.0,4.24,4.25,2.62 +17447,1.23,Very Good,H,SI1,60.3,58.0,6997.0,6.93,6.96,4.19 +5688,0.7,Very Good,F,IF,61.5,58.0,3887.0,5.65,5.7,3.49 +15853,1.04,Very Good,F,VS2,60.1,59.0,6342.0,6.56,6.61,3.96 +4637,0.73,Very Good,F,VVS2,63.8,59.0,3669.0,5.69,5.72,3.64 +26374,2.02,Very Good,H,SI2,59.9,55.0,15851.0,8.17,8.28,4.93 +20601,1.01,Premium,F,VVS2,59.9,58.0,8905.0,6.54,6.49,3.9 +9990,1.5,Fair,I,SI2,64.9,61.0,4704.0,7.14,7.09,4.62 +53052,0.7,Ideal,H,VS2,62.8,55.0,2607.0,5.67,5.63,3.55 +40069,0.43,Premium,G,VS2,62.9,59.0,1113.0,4.83,4.78,3.02 +46855,0.51,Very Good,F,VS1,59.9,63.0,1812.0,5.22,5.16,3.11 +13647,1.17,Very Good,H,VS2,59.6,59.0,5585.0,6.84,6.88,4.09 +13968,1.02,Premium,F,SI1,61.8,59.0,5686.0,6.45,6.39,3.97 +25131,1.51,Good,G,VS1,63.1,60.0,13686.0,7.24,7.3,4.59 +21338,1.01,Ideal,E,VVS2,60.0,55.0,9479.0,6.6,6.56,3.95 +5393,0.3,Premium,D,SI2,60.9,58.0,574.0,4.32,4.29,2.62 +13228,1.06,Premium,H,SI1,61.0,60.0,5461.0,6.59,6.56,4.01 +40365,0.51,Good,E,SI2,63.3,56.0,1130.0,5.08,5.12,3.23 +44531,0.54,Good,E,SI1,59.9,63.0,1601.0,5.25,5.3,3.16 +45199,0.51,Premium,E,VS2,61.7,58.0,1656.0,5.12,5.15,3.17 +25681,0.31,Ideal,F,VS1,61.5,54.0,642.0,4.36,4.39,2.69 +20890,1.17,Ideal,G,VVS2,61.7,55.0,9110.0,6.77,6.74,4.17 +15103,1.05,Premium,G,VS2,61.8,58.0,6070.0,6.52,6.59,4.05 +50645,0.31,Ideal,G,VS2,61.7,57.0,544.0,4.33,4.36,2.68 +45477,0.76,Premium,G,SI2,58.8,59.0,1676.0,5.97,5.93,3.5 +42662,0.57,Ideal,D,SI2,62.3,53.0,1333.0,5.32,5.34,3.32 +32105,0.33,Ideal,D,VS2,62.1,55.0,781.0,4.43,4.46,2.76 +22764,1.14,Ideal,F,VVS2,61.9,57.0,10786.0,6.73,6.68,4.15 +2477,1.0,Fair,H,SI2,64.4,57.0,3192.0,6.35,6.29,4.07 +29848,0.3,Premium,D,VS2,61.9,58.0,710.0,4.28,4.32,2.66 +48488,0.5,Premium,D,VS2,61.3,61.0,1980.0,5.1,5.04,3.11 +4311,0.93,Premium,G,SI2,60.8,59.0,3594.0,6.35,6.28,3.84 +3991,0.81,Ideal,H,SI1,61.9,56.0,3514.0,5.92,5.97,3.68 +51889,0.73,Very Good,H,VS2,61.3,60.0,2430.0,5.72,5.79,3.53 +43883,0.58,Very Good,E,SI1,59.6,57.0,1453.0,5.41,5.42,3.23 +9627,1.0,Good,H,VS2,63.6,61.0,4637.0,6.21,6.25,3.96 +7242,0.73,Ideal,D,VS1,61.5,58.0,4196.0,5.76,5.79,3.55 +39340,0.47,Premium,E,SI2,58.7,60.0,1072.0,5.13,5.09,3.0 +16237,1.51,Premium,E,I1,59.0,62.0,6494.0,7.41,7.36,4.36 +20210,1.05,Ideal,G,VVS2,61.9,57.0,8645.0,6.51,6.54,4.04 +32080,0.33,Premium,D,VS2,60.7,58.0,781.0,4.46,4.5,2.72 +31985,0.3,Ideal,F,VS2,62.8,55.0,776.0,4.33,4.27,2.7 +42088,0.42,Ideal,E,VVS2,62.3,55.0,1273.0,4.81,4.76,2.98 +28719,0.31,Very Good,E,VS2,62.9,56.0,680.0,4.29,4.33,2.71 +14548,1.06,Ideal,E,SI1,58.8,57.0,5877.0,6.71,6.66,3.93 +48178,0.54,Ideal,H,VVS1,60.3,56.0,1944.0,5.33,5.28,3.2 +35523,0.43,Very Good,F,VS2,61.2,59.0,905.0,4.84,4.87,2.97 +47780,0.6,Premium,D,SI1,61.6,58.0,1896.0,5.42,5.45,3.35 +25646,1.51,Ideal,G,VS1,61.6,56.0,14542.0,7.34,7.37,4.53 +26691,0.28,Very Good,H,VS1,61.9,56.0,429.0,4.22,4.24,2.61 +52729,0.7,Very Good,H,VVS2,62.6,57.0,2558.0,5.63,5.65,3.53 +29437,0.42,Premium,H,SI1,60.9,58.0,700.0,4.84,4.85,2.95 +21941,1.51,Very Good,E,SI2,63.2,56.0,10012.0,7.32,7.26,4.61 +15581,1.01,Good,E,VS2,60.8,63.0,6250.0,6.44,6.46,3.92 +43192,0.46,Ideal,E,VS1,62.2,54.0,1393.0,4.9,4.94,3.06 +4445,0.92,Premium,H,SI1,62.0,60.0,3618.0,6.21,6.27,3.87 +52433,0.7,Ideal,I,VVS1,62.3,55.0,2513.0,5.64,5.7,3.53 +37863,0.34,Ideal,F,VVS2,61.8,55.0,1003.0,4.46,4.51,2.77 +18529,1.08,Ideal,G,VS1,61.4,56.0,7551.0,6.59,6.63,4.06 +30335,0.38,Premium,J,VS2,60.5,60.0,727.0,4.68,4.64,2.82 +11804,1.02,Premium,F,SI1,62.2,58.0,5089.0,6.4,6.46,4.0 +52699,0.75,Premium,H,VS2,62.8,56.0,2553.0,5.8,5.76,3.63 +5197,1.01,Ideal,F,SI2,61.3,57.0,3777.0,6.4,6.35,3.91 +589,0.75,Premium,F,VS2,59.6,59.0,2835.0,6.04,5.94,3.57 +14480,1.2,Premium,G,SI2,62.4,58.0,5846.0,6.77,6.73,4.21 +48332,0.7,Very Good,J,SI1,61.1,60.0,1959.0,5.66,5.7,3.47 +2807,1.11,Premium,H,I1,61.0,59.0,3263.0,6.67,6.61,4.05 +22185,1.3,Ideal,G,VS1,62.0,55.0,10221.0,7.02,6.98,4.34 +42108,0.58,Ideal,G,SI2,61.5,55.0,1276.0,5.38,5.42,3.32 +30765,0.25,Premium,E,VVS1,62.9,58.0,740.0,4.03,4.01,2.53 +7207,0.91,Very Good,E,SI1,63.3,56.0,4191.0,6.12,6.17,3.89 +13809,1.15,Ideal,I,VS1,62.1,55.0,5626.0,6.76,6.67,4.18 +25494,1.5,Ideal,F,VS2,60.2,55.0,14281.0,7.45,7.51,4.5 +49171,0.7,Very Good,G,SI1,60.7,58.0,2074.0,5.7,5.73,3.47 +22684,0.4,Ideal,E,SI2,61.3,56.0,629.0,4.75,4.78,2.92 +37377,0.4,Ideal,I,IF,62.4,56.0,982.0,4.7,4.73,2.94 +35702,0.3,Premium,E,VS1,61.9,60.0,911.0,4.3,4.26,2.65 +11890,1.06,Premium,G,SI1,61.5,59.0,5113.0,6.57,6.53,4.03 +18309,1.51,Premium,J,SI1,63.0,58.0,7441.0,7.32,7.28,4.6 +45364,0.64,Very Good,G,SI1,64.0,53.8,1665.0,5.49,5.53,3.53 +42266,0.44,Ideal,G,VVS1,61.6,56.0,1294.0,4.9,4.88,3.01 +585,0.63,Ideal,F,VVS2,61.9,57.0,2835.0,5.47,5.51,3.4 +39361,0.52,Premium,F,SI2,62.7,57.0,1073.0,5.11,5.07,3.19 +13432,0.92,Ideal,E,SI1,62.1,56.0,5516.0,6.22,6.24,3.87 +25492,1.54,Ideal,G,VS1,61.2,56.0,14278.0,7.45,7.46,4.57 +20379,0.31,Very Good,H,VVS2,61.4,58.0,625.0,4.32,4.37,2.67 +50078,0.51,Ideal,F,VVS2,62.4,57.0,2203.0,5.12,5.08,3.18 +626,0.83,Premium,F,SI2,61.4,59.0,2840.0,6.08,6.04,3.72 +37543,0.39,Ideal,F,VVS2,61.6,55.0,988.0,4.71,4.74,2.91 +17394,0.32,Good,D,SI2,63.7,56.0,612.0,4.34,4.33,2.76 +16334,1.01,Premium,F,VS2,59.2,60.0,6533.0,6.54,6.51,3.86 +11140,1.0,Premium,F,SI1,61.4,62.0,4939.0,6.36,6.32,3.89 +50109,0.7,Fair,G,SI2,58.6,56.0,2208.0,5.8,5.74,3.38 +24131,1.59,Very Good,H,VVS2,63.0,58.0,12297.0,7.43,7.48,4.7 +44163,0.5,Very Good,D,VS2,61.1,58.0,1565.0,5.09,5.18,3.14 +44877,0.52,Ideal,G,VS1,62.3,54.0,1629.0,5.15,5.18,3.22 +32788,0.31,Ideal,D,VVS2,61.2,56.0,804.0,4.35,4.37,2.67 +14192,0.92,Ideal,H,IF,62.5,55.0,5758.0,6.25,6.3,3.92 +58,0.3,Very Good,I,SI1,62.6,57.0,405.0,4.25,4.28,2.67 +7345,1.01,Very Good,I,SI1,62.7,56.0,4212.0,6.36,6.43,4.01 +7102,1.02,Good,H,SI1,57.1,61.0,4167.0,6.66,6.57,3.78 +23647,1.67,Ideal,H,SI1,61.6,55.0,11678.0,7.68,7.62,4.71 +21175,1.51,Very Good,H,VVS2,63.1,56.0,9332.0,7.33,7.28,4.61 +19122,1.33,Ideal,I,VVS2,62.2,56.0,7887.0,7.01,7.04,4.37 +44448,0.51,Ideal,F,VS2,61.0,55.0,1591.0,5.17,5.21,3.17 +33001,0.44,Very Good,I,VS1,61.9,57.0,813.0,4.86,4.89,3.01 +35640,0.3,Ideal,H,SI1,62.5,53.9,475.0,4.29,4.32,2.69 +42431,0.57,Ideal,G,VS2,60.7,56.0,1313.0,5.4,5.37,3.27 +38580,0.4,Ideal,G,VS2,62.3,57.0,1035.0,4.71,4.7,2.93 +37688,0.43,Good,D,SI1,63.8,55.0,993.0,4.8,4.79,3.06 +13821,1.26,Premium,H,SI1,61.0,55.0,5631.0,7.0,6.97,4.26 +32012,0.31,Ideal,D,VVS2,60.1,56.0,777.0,4.43,4.46,2.67 +38199,0.5,Premium,F,SI2,62.3,59.0,1016.0,5.1,5.04,3.16 +40108,0.54,Fair,F,SI1,61.4,66.0,1114.0,5.24,5.18,3.2 +31330,0.31,Ideal,F,VVS2,61.9,56.0,759.0,4.32,4.37,2.69 +4604,0.9,Good,F,SI1,62.8,64.0,3659.0,6.18,5.99,3.82 +47012,0.56,Very Good,G,VS1,60.5,59.0,1819.0,5.26,5.31,3.2 +12397,1.22,Premium,I,SI1,62.3,58.0,5233.0,6.77,6.81,4.23 +38095,0.42,Premium,F,VS2,60.1,61.0,1013.0,4.88,4.84,2.92 +32479,0.35,Ideal,F,VVS2,61.6,58.0,795.0,4.5,4.53,2.78 +29371,0.31,Very Good,G,VS2,63.4,59.0,698.0,4.32,4.29,2.73 +20111,1.5,Premium,I,SI1,61.8,58.0,8580.0,7.26,7.3,4.5 +50990,0.31,Ideal,G,VS2,61.6,55.0,544.0,4.37,4.39,2.7 +28252,0.33,Ideal,G,VS1,61.4,55.0,666.0,4.44,4.48,2.74 +10231,1.03,Very Good,H,SI2,61.3,56.0,4745.0,6.5,6.53,3.99 +28637,0.33,Very Good,J,VS1,62.8,58.0,434.0,4.38,4.41,2.76 +27897,0.4,Very Good,I,VS2,61.4,57.6,655.0,4.73,4.78,2.92 +44106,0.55,Premium,G,VS2,59.6,59.0,1556.0,5.36,5.32,3.18 +26811,2.0,Premium,I,VS2,60.7,60.0,16694.0,8.07,8.02,4.88 +39565,0.32,Premium,F,IF,59.3,58.0,1080.0,4.47,4.44,2.62 +9460,1.05,Premium,G,SI2,62.6,62.0,4598.0,6.49,6.45,4.05 +29717,0.31,Ideal,G,VVS2,61.9,55.0,707.0,4.33,4.36,2.69 +38376,0.5,Premium,H,SI2,62.6,61.0,1024.0,5.06,5.03,3.1 +40581,0.5,Ideal,G,SI1,62.1,57.0,1153.0,5.05,5.09,3.15 +25819,2.37,Premium,I,VS2,61.6,56.0,14837.0,8.7,8.6,5.33 +31354,0.42,Ideal,F,SI1,61.6,56.0,760.0,4.81,4.85,2.98 +48265,0.57,Ideal,D,VS2,61.8,57.0,1955.0,5.29,5.32,3.28 +41326,0.56,Ideal,H,SI1,61.8,55.0,1214.0,5.31,5.34,3.29 +35252,0.3,Very Good,G,IF,62.8,57.0,895.0,4.27,4.3,2.69 +39150,0.55,Very Good,J,VS2,62.6,57.0,1062.0,5.17,5.21,3.25 +40530,0.54,Ideal,H,SI1,62.5,56.0,1147.0,5.2,5.23,3.26 +26356,0.32,Ideal,G,VS1,60.8,57.0,645.0,4.39,4.42,2.68 +3530,1.04,Good,J,SI1,64.2,58.0,3407.0,6.42,6.34,4.1 +42318,0.41,Very Good,F,VVS1,62.1,56.0,1295.0,4.78,4.79,2.97 +46986,0.59,Very Good,D,SI1,62.3,54.0,1816.0,5.38,5.41,3.36 +28605,0.3,Premium,E,SI1,60.6,56.0,675.0,4.37,4.35,2.64 +2002,0.93,Ideal,I,SI2,62.3,57.0,3101.0,6.2,6.22,3.87 +16533,1.01,Premium,E,VS2,62.4,60.0,6606.0,6.43,6.39,4.0 +37602,0.23,Very Good,E,VVS2,58.8,62.0,485.0,4.04,4.06,2.38 +47315,0.23,Very Good,E,VVS2,61.5,59.0,530.0,3.95,3.98,2.44 +34875,0.3,Premium,G,VVS2,62.1,59.0,878.0,4.27,4.23,2.64 +48424,0.7,Premium,E,SI1,61.1,60.0,1971.0,5.69,5.56,3.44 +6076,0.91,Ideal,E,SI2,60.8,56.0,3968.0,6.25,6.29,3.81 +53244,0.63,Ideal,F,VS1,62.3,56.0,2644.0,5.46,5.49,3.41 +21023,1.51,Ideal,I,VS2,62.6,56.0,9234.0,7.32,7.27,4.57 +15852,1.04,Ideal,G,VS2,62.0,57.0,6342.0,6.49,6.5,4.03 +9589,1.04,Ideal,H,SI1,60.3,57.0,4629.0,6.55,6.58,3.96 +46698,0.56,Ideal,E,VS2,61.5,57.0,1792.0,5.29,5.32,3.26 +10452,1.14,Ideal,H,SI2,62.6,57.0,4788.0,6.72,6.63,4.18 +53392,0.78,Ideal,E,SI1,62.7,56.0,2664.0,5.88,5.83,3.67 +18666,1.54,Premium,I,SI2,61.2,58.0,7631.0,7.51,7.43,4.57 +34527,0.33,Premium,G,VVS1,60.9,58.0,868.0,4.43,4.47,2.71 +28971,0.31,Very Good,H,SI1,58.7,60.0,435.0,4.43,4.47,2.61 +14566,1.21,Ideal,H,VS2,62.2,55.0,5882.0,6.84,6.79,4.24 +5230,1.02,Good,I,SI2,63.6,56.0,3786.0,6.37,6.4,4.06 +27563,2.06,Ideal,D,SI2,60.3,56.0,18371.0,8.29,8.25,4.99 +26061,2.03,Ideal,I,SI1,61.8,57.0,15272.0,8.07,8.14,5.01 +37616,0.24,Very Good,E,VVS1,62.0,60.0,485.0,3.96,4.01,2.47 +3425,0.7,Ideal,G,VS1,61.9,55.0,3384.0,5.67,5.71,3.52 +45146,0.5,Ideal,F,VS2,62.9,55.0,1654.0,5.1,5.07,3.2 +17347,1.72,Very Good,F,I1,60.5,59.0,6962.0,7.71,7.8,4.69 +766,0.92,Premium,J,SI1,62.9,58.0,2858.0,6.22,6.18,3.9 +53515,0.72,Ideal,G,SI1,61.4,56.0,2686.0,5.75,5.78,3.54 +3680,0.78,Premium,F,VS1,61.5,58.0,3446.0,5.93,5.98,3.66 +29309,0.25,Ideal,G,VS1,62.7,54.0,438.0,4.05,4.08,2.55 +46280,0.56,Very Good,E,VS2,61.7,56.0,1755.0,5.25,5.31,3.26 +21939,1.51,Premium,H,SI1,61.2,60.0,10012.0,7.46,7.37,4.54 +52941,0.7,Premium,E,SI1,61.7,62.0,2592.0,5.68,5.64,3.49 +53337,0.74,Ideal,D,SI1,62.2,57.0,2655.0,5.81,5.77,3.6 +46825,0.62,Ideal,H,VS1,63.0,56.0,1808.0,5.43,5.36,3.4 +33304,0.31,Very Good,D,VVS1,61.1,56.0,826.0,4.35,4.42,2.68 +8214,1.02,Very Good,G,SI2,63.1,60.0,4370.0,6.41,6.34,4.02 +19746,1.14,Very Good,E,VS1,63.1,59.0,8315.0,6.63,6.61,4.18 +23963,1.57,Premium,H,VVS2,62.1,56.0,12098.0,7.47,7.43,4.63 +47100,0.71,Fair,J,VS2,64.4,56.0,1826.0,5.64,5.6,3.62 +5065,0.3,Premium,G,SI1,62.6,57.0,574.0,4.34,4.25,2.69 +7868,0.98,Premium,F,SI2,61.8,58.0,4308.0,6.37,6.32,3.92 +24562,1.53,Ideal,H,VVS2,61.9,57.0,12848.0,7.39,7.35,4.56 +8870,1.04,Ideal,H,SI2,60.7,57.0,4484.0,6.51,6.43,3.93 +33614,0.31,Very Good,G,SI1,60.4,58.0,462.0,4.39,4.42,2.66 +50293,0.31,Ideal,G,VS1,62.7,57.0,542.0,4.31,4.34,2.71 +17281,1.31,Premium,I,VS2,60.0,58.0,6921.0,7.15,7.11,4.28 +38850,0.4,Premium,G,VVS2,59.7,58.0,1050.0,4.8,4.78,2.86 +5578,0.9,Very Good,E,SI1,62.9,55.0,3863.0,6.18,6.22,3.9 +14391,0.3,Very Good,H,VVS2,62.8,57.0,605.0,4.22,4.25,2.66 +25381,1.5,Ideal,G,VS1,62.3,57.0,14067.0,7.25,7.32,4.54 +27811,0.3,Ideal,H,VVS1,61.1,56.0,650.0,4.33,4.37,2.66 +31907,0.3,Premium,G,VS1,61.2,59.0,776.0,4.32,4.28,2.63 +15491,1.04,Premium,G,VS2,62.3,54.0,6206.0,6.55,6.49,4.06 +16865,1.06,Ideal,G,VS2,61.6,56.0,6728.0,6.53,6.59,4.04 +1077,0.31,Premium,H,SI1,62.4,57.0,558.0,4.35,4.31,2.7 +7801,1.02,Ideal,G,SI2,62.7,57.0,4291.0,6.42,6.44,4.03 +32674,0.31,Ideal,G,VS1,62.1,55.0,802.0,4.37,4.33,2.7 +45750,0.55,Ideal,F,VS2,60.9,57.0,1702.0,5.3,5.34,3.24 +9912,1.14,Premium,G,SI2,61.1,59.0,4688.0,6.77,6.72,4.12 +52353,0.51,Very Good,E,VVS1,59.9,57.0,2501.0,5.22,5.24,3.14 +24514,2.04,Premium,G,SI2,61.3,60.0,12794.0,8.18,8.13,5.0 +20449,1.04,Ideal,G,VVS1,62.2,55.0,8794.0,6.51,6.48,4.04 +41701,0.42,Premium,D,VVS2,62.8,59.0,1241.0,4.76,4.73,2.98 +16110,1.18,Ideal,H,SI1,61.5,57.0,6440.0,6.78,6.82,4.18 +5286,0.71,Ideal,F,VS1,61.9,56.0,3799.0,5.66,5.72,3.53 +43671,0.5,Very Good,F,VS2,62.9,57.0,1436.0,5.06,5.11,3.2 +21118,1.25,Ideal,G,VS2,61.5,58.0,9282.0,6.88,6.93,4.25 +9835,1.01,Good,D,SI2,63.9,57.0,4672.0,6.36,6.29,4.04 +22069,1.5,Premium,D,SI2,59.9,60.0,10090.0,7.48,7.41,4.46 +10187,1.24,Very Good,J,SI2,60.4,61.0,4737.0,6.85,6.92,4.16 +14345,1.22,Ideal,H,SI2,61.1,57.0,5807.0,6.9,5.92,4.22 +12087,1.44,Premium,E,I1,61.1,62.0,5161.0,7.23,7.15,4.39 +15995,0.84,Ideal,D,VVS1,62.0,54.0,6399.0,6.04,6.08,3.76 +9202,1.01,Very Good,F,SI1,63.0,57.0,4549.0,6.36,6.4,4.02 +22219,1.23,Very Good,F,VS1,60.8,58.0,10276.0,6.9,6.94,4.21 +15086,1.22,Ideal,I,SI1,61.7,55.2,6062.0,6.84,6.9,4.24 +8787,1.0,Ideal,H,SI1,61.4,55.0,4469.0,6.49,6.44,3.97 +11781,1.02,Premium,H,SI1,61.1,58.0,5084.0,6.51,6.46,3.96 +8025,1.04,Very Good,H,SI2,60.2,60.0,4332.0,6.52,6.57,3.94 +295,0.74,Ideal,H,VS1,61.8,58.0,2797.0,5.77,5.81,3.58 +25920,2.05,Premium,J,VS1,60.1,58.0,15067.0,8.25,8.19,4.94 +39890,0.42,Ideal,F,VS1,61.0,57.0,1103.0,4.87,4.84,2.96 +52134,0.52,Ideal,E,VVS1,59.9,57.0,2467.0,5.28,5.24,3.15 +29972,0.32,Ideal,D,SI1,62.1,54.0,715.0,4.4,4.45,2.75 +23720,0.29,Very Good,E,VVS2,61.4,58.0,633.0,4.25,4.31,2.63 +33118,0.31,Ideal,G,VVS1,62.5,57.0,816.0,4.31,4.36,2.71 +50117,0.7,Very Good,D,SI1,63.7,59.0,2210.0,5.59,5.65,3.58 +29815,0.3,Premium,D,SI1,62.4,60.0,709.0,4.26,4.23,2.65 +17170,1.08,Ideal,H,VVS2,62.4,55.0,6856.0,6.53,6.57,4.09 +2835,0.78,Ideal,I,VVS2,62.4,56.0,3267.0,5.87,5.9,3.67 +8570,1.2,Premium,J,VS2,58.0,59.0,4435.0,6.98,6.92,4.03 +5743,1.03,Ideal,J,SI1,62.3,56.0,3893.0,6.51,6.45,4.04 +45611,0.52,Ideal,G,VS1,60.8,55.0,1691.0,5.2,5.26,3.18 +1579,0.71,Ideal,G,SI1,61.9,56.0,3007.0,5.73,5.76,3.55 +25390,2.03,Ideal,J,VS2,60.5,57.0,14083.0,8.26,8.2,4.98 +16778,1.02,Premium,G,VS1,61.0,58.0,6683.0,6.55,6.49,3.98 +32468,0.36,Very Good,D,SI1,63.2,56.0,794.0,4.56,4.52,2.87 +37930,0.3,Premium,H,SI2,61.9,60.0,485.0,4.29,4.27,2.65 +30513,0.31,Very Good,D,SI1,63.5,56.0,732.0,4.31,4.29,2.73 +51278,0.84,Fair,I,VS2,65.1,57.0,2359.0,5.91,5.85,3.83 +16810,1.22,Very Good,G,SI1,62.4,57.0,6704.0,6.75,6.8,4.23 +44422,0.52,Ideal,F,VS1,62.5,57.0,1588.0,5.13,5.17,3.22 +46121,0.52,Ideal,E,VS2,62.4,57.0,1743.0,5.14,5.12,3.2 +47093,0.53,Ideal,D,VS2,61.1,56.0,1825.0,5.28,5.24,3.21 +30648,0.4,Ideal,I,VS1,61.5,59.0,736.0,4.72,4.75,2.91 +7459,0.9,Premium,H,VS1,62.4,58.0,4234.0,6.19,6.15,3.85 +17970,1.01,Ideal,G,VS1,62.1,54.0,7262.0,6.41,6.43,3.99 +52764,0.7,Very Good,D,SI1,58.3,62.0,2563.0,5.78,5.84,3.39 +33290,0.31,Premium,G,SI1,61.8,60.0,462.0,4.32,4.35,2.68 +49467,0.52,Very Good,G,VVS1,61.1,58.0,2113.0,5.19,5.22,3.18 +18758,1.05,Very Good,E,VS1,59.8,59.0,7666.0,6.57,6.75,3.98 +50045,0.7,Very Good,I,VS2,61.8,59.0,2200.0,5.67,5.73,3.52 +53280,0.72,Ideal,I,VS2,61.7,56.0,2650.0,5.75,5.8,3.56 +7332,0.91,Very Good,G,VS1,63.4,54.0,4209.0,6.24,6.07,3.9 +36043,0.41,Ideal,G,SI1,62.9,56.0,923.0,4.75,4.7,2.97 +27326,2.03,Ideal,H,SI1,60.8,57.0,17864.0,8.18,8.24,4.99 +31556,0.38,Ideal,G,VS2,62.2,56.0,766.0,4.62,4.64,2.88 +22468,1.22,Premium,F,VVS2,63.0,56.0,10494.0,6.88,6.76,4.3 +38718,0.41,Ideal,G,VS2,61.4,59.0,1042.0,4.78,4.76,2.93 +38839,0.52,Very Good,G,SI2,63.0,55.0,1049.0,5.12,5.14,3.23 +51867,0.73,Ideal,I,VS2,61.9,56.0,2426.0,5.77,5.82,3.59 +5331,0.96,Premium,I,VS2,60.6,60.0,3808.0,6.47,6.4,3.9 +50366,0.7,Good,D,SI2,63.6,62.0,2247.0,5.61,5.55,3.55 +21093,1.51,Premium,H,SI1,59.9,60.0,9261.0,7.45,7.4,4.45 +27405,1.93,Fair,F,VS1,58.9,62.0,17995.0,8.17,7.97,4.75 +39965,0.4,Very Good,E,VVS2,61.0,55.0,1106.0,4.77,4.81,2.92 +45917,0.53,Ideal,E,VS2,61.4,56.0,1721.0,5.18,5.25,3.2 +47190,0.54,Ideal,F,VS2,63.0,57.0,1837.0,5.22,5.18,3.28 +25161,2.04,Premium,J,VS2,63.0,58.0,13734.0,8.02,7.99,5.04 +15399,1.2,Ideal,H,SI1,61.9,54.0,6169.0,6.8,6.86,4.23 +14248,1.29,Very Good,I,SI1,63.6,57.0,5771.0,6.88,6.92,4.39 +8134,1.01,Very Good,E,SI2,62.4,58.0,4355.0,6.36,6.42,3.99 +7062,0.33,Premium,I,VVS2,61.0,59.0,579.0,4.41,4.44,2.7 +6604,1.0,Good,F,SI2,62.7,57.0,4081.0,6.29,6.34,3.96 +39058,0.57,Premium,E,SI2,62.5,54.0,1058.0,5.35,5.3,3.33 +11959,1.21,Very Good,J,VS2,62.2,59.0,5136.0,6.79,6.84,4.24 +8630,1.03,Very Good,F,SI2,62.2,56.0,4449.0,6.51,6.48,4.04 +365,0.71,Very Good,F,VS1,62.2,58.0,2807.0,5.66,5.72,3.54 +10157,1.02,Very Good,H,SI1,61.6,58.0,4727.0,6.49,6.54,4.01 +1728,0.32,Very Good,H,VS1,63.0,57.0,561.0,4.37,4.39,2.76 +21045,0.31,Good,G,VS1,63.2,56.0,625.0,4.28,4.29,2.71 +41528,0.42,Premium,G,VVS1,60.2,59.0,1235.0,4.84,4.82,2.91 +16535,1.01,Premium,E,VS2,60.8,60.0,6606.0,6.46,6.43,3.92 +41051,0.5,Fair,E,VS2,65.0,58.0,1188.0,4.96,4.92,3.21 +4916,0.9,Good,E,SI2,62.1,63.0,3724.0,6.09,6.12,3.79 +2319,0.79,Ideal,H,SI1,61.4,56.0,3167.0,5.93,5.96,3.65 +19347,3.0,Fair,H,I1,67.1,57.0,8044.0,8.93,8.84,5.97 +29926,0.31,Ideal,D,VS1,60.6,57.0,713.0,4.36,4.39,2.65 +48476,0.7,Good,F,SI2,63.3,58.0,1978.0,5.57,5.61,3.54 +28879,0.31,Premium,D,SI1,60.6,59.0,684.0,4.39,4.35,2.65 +28639,0.33,Very Good,G,SI2,59.4,59.0,434.0,4.5,4.52,2.68 +24018,1.7,Ideal,D,SI1,60.0,54.0,12190.0,7.76,7.71,4.64 +41368,0.5,Very Good,F,SI1,63.2,57.0,1220.0,5.03,5.06,3.19 +32834,0.6,Premium,H,I1,60.1,60.0,806.0,5.51,5.44,3.29 +14079,1.2,Premium,I,SI1,62.6,59.0,5712.0,6.85,6.79,4.27 +49533,0.6,Ideal,D,VS2,60.4,57.0,2125.0,5.53,5.49,3.33 +46720,0.51,Very Good,D,VS2,63.5,56.0,1793.0,5.1,5.07,3.23 +20277,1.03,Ideal,F,VVS2,61.6,56.0,8701.0,6.46,6.53,4.0 +281,0.72,Premium,D,SI2,62.0,60.0,2795.0,5.73,5.69,3.54 +17293,1.3,Ideal,G,VS1,62.4,56.0,6928.0,7.03,6.95,4.36 +38103,0.36,Ideal,E,VS2,61.9,56.0,1013.0,4.56,4.55,2.82 +33239,0.33,Ideal,F,VVS2,61.4,57.0,824.0,4.43,4.46,2.73 +228,0.84,Fair,G,SI1,55.1,67.0,2782.0,6.39,6.2,3.47 +48114,0.5,Ideal,G,VVS2,62.8,57.0,1935.0,5.04,4.99,3.15 +29427,0.38,Very Good,E,SI1,61.2,59.0,700.0,4.64,4.67,2.85 +25860,2.27,Premium,I,SI2,62.5,59.0,14937.0,8.45,8.39,5.26 +35536,0.34,Premium,F,VS1,60.0,59.0,905.0,4.59,4.55,2.74 +51586,0.73,Premium,I,VS1,60.3,58.0,2393.0,5.87,5.83,3.53 +50087,0.72,Very Good,H,VS1,62.8,56.0,2206.0,5.72,5.77,3.61 +45082,0.55,Ideal,D,VS2,61.0,56.0,1645.0,5.28,5.31,3.23 +48789,0.55,Ideal,G,VVS2,61.9,56.0,2022.0,5.23,5.27,3.25 +30359,0.31,Ideal,F,VS1,61.1,57.0,729.0,4.34,4.36,2.66 +45942,0.52,Ideal,G,VS1,61.9,55.0,1722.0,5.16,5.18,3.2 +36623,0.24,Very Good,E,VVS2,61.1,60.0,478.0,4.01,4.07,2.47 +22027,0.38,Ideal,E,SI2,61.8,56.0,628.0,4.62,4.66,2.87 +35110,0.3,Ideal,F,IF,61.3,56.0,886.0,4.33,4.35,2.66 +7783,1.02,Premium,H,SI2,59.8,59.0,4284.0,6.54,6.5,3.9 +1326,0.71,Very Good,H,VVS2,61.8,56.0,2960.0,5.7,5.73,3.53 +34136,0.32,Ideal,F,VVS1,61.6,55.0,854.0,4.4,4.43,2.72 +14646,2.0,Fair,H,I1,69.8,54.0,5914.0,7.6,7.56,5.29 +17869,1.24,Good,H,VS2,58.3,58.0,7210.0,7.09,7.15,4.15 +19821,1.2,Good,G,VS1,63.6,58.0,8387.0,6.59,6.56,4.18 +29034,0.31,Ideal,H,VVS1,62.0,54.0,687.0,4.34,4.37,2.7 +53406,0.76,Ideal,H,VS2,62.7,57.0,2668.0,5.82,5.86,3.66 +50948,0.56,Ideal,G,IF,62.2,54.0,2321.0,5.3,5.34,3.31 +132,0.71,Very Good,D,SI1,63.6,58.0,2764.0,5.64,5.68,3.6 +14274,0.92,Ideal,D,SI1,62.3,56.0,5779.0,6.2,6.23,3.87 +44222,0.57,Premium,F,SI1,62.7,59.0,1571.0,5.3,5.26,3.31 +22629,1.68,Ideal,J,VS1,61.1,57.0,10681.0,7.64,7.7,4.69 +45448,0.52,Good,E,VS2,58.3,61.0,1673.0,5.26,5.31,3.08 +45360,0.55,Ideal,H,VS2,62.0,55.0,1664.0,5.31,5.28,3.28 +29269,0.31,Very Good,E,SI1,63.4,55.0,698.0,4.32,4.29,2.73 +43601,0.29,Ideal,G,VS1,62.2,54.0,507.0,4.23,4.26,2.64 +39515,0.32,Ideal,E,VVS2,61.5,57.0,1080.0,4.41,4.4,2.71 +19728,1.51,Ideal,J,VS1,61.3,61.0,8298.0,7.34,7.4,4.52 +7405,0.33,Very Good,G,VS2,62.6,56.0,579.0,4.38,4.41,2.75 +3334,0.71,Ideal,E,SI1,61.7,55.0,3376.0,5.73,5.77,3.55 +36666,0.4,Ideal,E,VS2,62.6,56.0,949.0,4.67,4.69,2.93 +14436,1.13,Ideal,D,SI1,61.8,56.0,5829.0,6.68,6.74,4.15 +42874,0.45,Ideal,G,VVS1,61.5,57.0,1358.0,4.95,4.91,3.03 +29250,0.39,Ideal,F,SI1,60.1,58.0,697.0,4.74,4.78,2.86 +50580,0.72,Ideal,J,IF,62.0,55.0,2279.0,5.74,5.77,3.57 +3095,0.79,Ideal,E,VS2,59.3,57.0,3318.0,6.06,6.02,3.58 +51948,0.71,Premium,E,SI1,60.4,62.0,2441.0,5.72,5.67,3.44 +8256,1.21,Ideal,F,I1,62.0,56.0,4377.0,6.84,6.8,4.23 +47857,0.68,Premium,D,SI1,59.8,59.0,1909.0,5.72,5.66,3.4 +6018,0.9,Very Good,H,VS1,62.6,55.0,3964.0,6.14,6.19,3.86 +13899,0.9,Ideal,D,SI1,62.4,55.0,5656.0,6.15,6.19,3.85 +43139,0.56,Ideal,H,VS2,61.2,57.0,1388.0,5.29,5.33,3.25 +30980,0.37,Very Good,F,VS2,61.2,60.0,746.0,4.59,4.63,2.82 +16240,1.1,Very Good,H,VVS2,59.7,57.8,6497.0,6.7,6.76,4.01 +3583,0.71,Ideal,F,SI1,61.2,55.0,3421.0,5.76,5.8,3.54 +25194,2.07,Premium,E,SI2,61.4,58.0,13786.0,8.24,8.19,5.04 +47618,0.55,Ideal,F,VS1,61.6,57.0,1881.0,5.23,5.29,3.24 +12707,0.26,Premium,E,VVS1,62.3,60.0,599.0,4.07,4.09,2.54 +38866,0.4,Premium,F,VS1,61.5,59.0,1050.0,4.76,4.71,2.91 +9105,1.0,Good,G,SI1,61.6,62.0,4528.0,6.37,6.45,3.95 +52872,0.73,Premium,G,VS2,60.3,57.0,2581.0,5.88,5.82,3.53 +14625,1.24,Ideal,H,SI2,62.0,56.0,5902.0,6.9,6.87,4.27 +40420,0.7,Fair,F,I1,64.9,59.0,1134.0,5.58,5.53,3.61 +15597,1.33,Premium,E,SI2,61.0,60.0,6256.0,7.13,7.05,4.33 +42747,0.51,Good,E,SI1,63.2,61.0,1343.0,5.05,5.08,3.2 +43338,0.55,Very Good,E,SI1,63.0,59.0,1406.0,5.25,5.17,3.28 +17337,1.2,Ideal,H,VS2,62.2,55.0,6956.0,6.76,6.85,4.23 +37519,0.41,Good,D,VS1,60.2,62.0,986.0,4.8,4.84,2.9 +15389,0.29,Very Good,G,VVS1,61.4,56.0,607.0,4.25,4.28,2.62 +11061,0.34,Ideal,D,SI1,60.9,56.0,596.0,4.53,4.56,2.76 +43276,0.3,Ideal,I,SI1,62.2,57.0,506.0,4.27,4.25,2.65 +12743,0.91,Good,F,VVS2,64.0,61.0,5317.0,6.06,6.13,3.9 +18168,1.03,Premium,F,VS1,62.2,57.0,7365.0,6.51,6.47,4.04 +9810,1.21,Good,F,SI2,63.7,64.0,4669.0,6.73,6.63,4.25 +45245,0.53,Ideal,G,VS1,62.4,54.0,1659.0,5.18,5.21,3.24 +44313,0.36,Ideal,F,SI1,62.7,57.0,520.0,4.53,4.56,2.85 +33269,0.3,Ideal,G,IF,62.6,54.0,826.0,4.3,4.33,2.7 +12150,1.2,Premium,H,VVS2,60.0,60.0,5174.0,6.86,6.78,4.09 +36173,0.32,Ideal,F,IF,61.6,56.0,929.0,4.43,4.47,2.74 +36035,0.41,Premium,G,SI1,61.3,58.0,923.0,4.8,4.76,2.93 +26920,2.02,Premium,G,SI2,60.1,59.0,16944.0,8.21,8.29,4.96 +38743,0.35,Premium,E,VVS1,60.7,59.0,1044.0,4.55,4.58,2.77 +20695,1.53,Ideal,I,SI1,61.9,54.0,8971.0,7.43,7.5,1.53 +49414,0.7,Very Good,G,SI1,62.1,58.0,2106.0,5.66,5.7,3.53 +2428,0.73,Very Good,D,VS2,63.5,58.0,3182.0,5.68,5.72,3.62 +10558,1.21,Very Good,J,VS2,60.9,58.0,4816.0,6.86,6.91,4.19 +9343,1.0,Good,I,VS1,63.9,56.0,4581.0,6.37,6.18,4.01 +25556,1.5,Premium,E,VS2,62.1,60.0,14386.0,7.31,7.27,4.53 +26514,2.05,Good,G,SI2,63.7,61.0,16148.0,7.99,8.03,5.1 +50682,0.53,Ideal,E,VVS2,62.4,56.0,2288.0,5.15,5.17,3.22 +34490,0.43,Premium,H,VS1,60.0,59.0,867.0,4.86,4.98,2.95 +2057,0.32,Very Good,H,VS1,60.5,59.0,561.0,4.41,4.42,2.67 +50234,0.7,Ideal,G,SI2,62.6,55.0,2232.0,5.66,5.69,3.55 +53109,0.8,Premium,I,VS2,62.9,61.0,2616.0,5.84,5.77,3.65 +47736,0.6,Ideal,E,SI1,61.3,56.0,1890.0,5.49,5.44,3.35 +51014,0.74,Good,H,VS2,63.0,57.0,2327.0,5.72,5.77,3.62 +49362,0.73,Good,J,VS2,60.8,63.0,2098.0,5.67,5.78,3.48 +39384,0.42,Ideal,D,VS1,61.4,55.0,1075.0,4.9,4.8,2.98 +20295,1.6,Ideal,H,VS2,61.2,57.0,8709.0,7.57,7.5,4.61 +5226,0.69,Ideal,F,VVS1,61.6,56.0,3784.0,5.69,5.71,3.51 +8999,0.93,Ideal,E,SI1,61.9,55.0,4511.0,6.26,6.31,3.89 +31804,0.37,Very Good,H,VVS1,61.9,55.0,774.0,4.6,4.66,2.86 +31578,0.35,Ideal,E,VS2,61.7,55.0,767.0,4.54,4.57,2.81 +24665,2.1,Very Good,G,SI2,63.4,58.0,13007.0,8.19,8.12,5.17 +26625,2.14,Premium,H,VS2,61.7,58.0,16390.0,8.28,8.22,5.09 +45540,0.51,Premium,F,VS2,61.0,58.0,1687.0,5.17,5.1,3.13 +20790,1.5,Good,F,SI2,61.2,63.0,9028.0,7.33,7.41,4.51 +12355,1.24,Very Good,H,SI2,61.0,59.0,5231.0,6.93,7.0,4.25 +43873,0.51,Ideal,G,VS2,61.9,55.0,1450.0,5.07,5.1,3.15 +36505,0.45,Ideal,F,VS2,62.8,55.0,945.0,4.88,4.86,3.06 +18792,1.13,Ideal,G,VS1,61.0,58.0,7687.0,6.71,6.74,4.1 +8140,0.97,Good,I,VS2,64.5,61.0,4355.0,6.16,6.21,3.99 +31423,0.4,Ideal,F,SI2,61.5,56.0,764.0,4.75,4.78,2.93 +40193,0.5,Good,G,SI2,62.3,64.0,1121.0,5.1,5.02,3.15 +41511,0.44,Ideal,D,VS1,62.3,55.0,1235.0,4.85,4.88,3.03 +37144,0.32,Ideal,E,VS1,61.9,56.0,972.0,4.41,4.38,2.72 +29729,0.31,Very Good,G,VVS2,62.9,58.0,707.0,4.28,4.3,2.7 +45907,0.54,Ideal,E,SI1,61.5,56.0,1720.0,5.26,5.22,3.23 +27814,0.28,Ideal,G,IF,61.5,57.0,650.0,4.19,4.21,2.58 +45979,0.3,Ideal,H,VS1,62.1,54.0,526.0,4.32,4.35,2.69 +6930,0.97,Very Good,G,SI1,60.2,61.0,4140.0,6.4,6.46,3.87 +36917,0.41,Premium,G,VS1,60.2,59.0,961.0,4.84,4.79,2.9 +9462,0.9,Very Good,G,VS2,62.5,57.0,4600.0,6.12,6.14,3.83 +13488,1.5,Premium,J,SI1,62.1,57.0,5536.0,7.42,7.26,4.56 +4221,1.0,Good,D,SI2,64.0,59.0,3569.0,6.24,6.29,4.01 +34816,0.41,Very Good,E,SI1,63.1,57.0,878.0,4.73,4.71,2.98 +50860,0.7,Good,D,SI2,59.3,64.0,2312.0,5.8,5.76,3.43 +50014,0.7,Ideal,F,SI1,61.3,57.0,2196.0,5.76,5.79,3.54 +40033,0.47,Premium,G,SI1,59.5,60.0,1110.0,5.09,5.06,3.02 +53602,0.75,Fair,F,SI1,64.6,57.0,2700.0,5.7,5.67,3.67 +16459,1.23,Premium,H,VS2,60.6,59.0,6577.0,6.94,6.89,4.19 +6746,0.33,Very Good,E,SI1,60.2,58.0,579.0,4.49,4.55,2.72 +27820,0.34,Premium,G,SI1,60.8,59.0,650.0,4.56,4.46,2.74 +20991,1.79,Premium,J,SI1,60.9,60.0,9205.0,7.79,7.83,4.76 +28525,0.41,Ideal,J,VS1,61.6,55.1,674.0,4.75,4.8,2.95 +48635,0.3,Good,D,SI2,60.8,65.0,536.0,4.29,4.26,2.6 +45166,0.5,Premium,D,SI1,62.3,58.0,1654.0,5.07,5.04,3.15 +40775,0.42,Very Good,E,VVS2,62.1,56.0,1167.0,4.79,4.82,2.98 +31110,0.41,Very Good,J,VVS2,63.1,60.0,754.0,4.67,4.71,2.96 +49586,0.7,Very Good,H,SI2,62.0,59.0,2135.0,5.68,5.7,3.53 +15287,1.24,Very Good,I,VS2,60.0,58.0,6134.0,6.98,7.03,4.2 +46490,0.54,Very Good,F,VS1,59.9,57.0,1778.0,5.35,5.3,3.19 +14394,0.3,Very Good,G,VS1,62.5,55.0,605.0,4.25,4.32,2.68 +40527,0.5,Good,E,SI1,64.0,56.0,1147.0,5.03,4.9,3.18 +42615,0.32,Good,H,VS2,63.1,55.0,505.0,4.33,4.36,2.74 +47033,0.55,Premium,F,VS2,61.7,56.0,1819.0,5.29,5.25,3.25 +26441,1.54,Premium,G,VVS2,62.2,59.0,15983.0,7.41,7.37,4.6 +20973,1.51,Very Good,I,VS2,61.6,57.0,9185.0,7.28,7.34,4.5 +22951,1.25,Ideal,G,VVS1,61.3,56.0,10996.0,6.95,6.98,4.28 +42014,0.35,Ideal,D,VVS1,62.0,54.0,1266.0,4.56,4.57,2.83 +12827,1.05,Ideal,I,VS2,60.2,57.0,5347.0,6.6,6.65,3.99 +48282,0.53,Ideal,D,VS2,61.4,56.0,1956.0,5.23,5.2,3.2 +50378,0.44,Good,D,VVS1,59.2,57.0,2250.0,4.96,5.0,2.95 +17485,1.52,Good,J,SI1,63.6,60.0,7022.0,7.25,7.21,4.6 +36127,0.33,Ideal,E,VS2,62.8,56.0,928.0,4.45,4.41,2.78 +45042,0.54,Ideal,H,VVS2,61.6,56.0,1639.0,5.24,5.27,3.24 +3443,0.9,Fair,I,VS1,65.2,60.0,3387.0,6.0,5.96,3.9 +39809,0.54,Premium,F,SI2,61.8,61.0,1097.0,5.28,5.18,3.23 +9261,1.05,Ideal,G,SI2,62.3,56.0,4561.0,6.52,6.58,4.08 +27761,0.32,Premium,H,VS2,60.5,59.0,648.0,4.43,4.39,2.67 +50715,0.53,Ideal,G,IF,60.3,56.0,2293.0,5.29,5.33,3.2 +28377,0.24,Premium,D,VVS2,59.5,62.0,668.0,4.06,4.04,2.41 +34127,0.39,Very Good,G,VVS1,62.7,58.0,854.0,4.65,4.69,2.93 +20001,1.71,Premium,J,SI2,62.6,57.0,8540.0,7.62,7.58,4.76 +21557,1.76,Ideal,F,SI2,62.6,55.0,9659.0,7.69,7.64,4.8 +23795,1.52,Premium,H,VS1,58.4,59.0,11853.0,7.55,7.52,4.4 +13724,0.32,Good,G,VS2,56.7,64.0,603.0,4.52,4.55,2.57 +34118,0.31,Ideal,E,VVS1,62.1,55.0,853.0,4.34,4.36,2.7 +51307,0.31,Premium,G,VS2,59.8,60.0,544.0,4.4,4.43,2.64 +41789,0.31,Premium,D,IF,60.2,59.0,1248.0,4.42,4.39,2.65 +53054,0.76,Premium,F,SI1,60.3,58.0,2607.0,5.91,5.96,3.58 +23375,0.33,Ideal,D,SI2,62.4,57.0,631.0,4.42,4.39,2.75 +29786,0.3,Ideal,D,SI1,62.1,54.0,709.0,4.35,4.31,2.69 +39743,0.43,Ideal,F,VVS2,61.4,56.0,1093.0,4.87,4.9,3.0 +52315,0.23,Premium,G,VVS2,58.1,59.0,550.0,4.09,4.03,2.36 +30290,0.3,Good,G,SI1,63.8,56.0,447.0,4.26,4.3,2.73 +15930,1.38,Very Good,H,SI2,62.3,60.0,6369.0,7.07,7.12,4.42 +3679,0.91,Very Good,G,SI1,63.1,63.0,3445.0,6.16,6.11,3.87 +1381,0.31,Premium,E,SI2,60.8,61.0,558.0,4.43,4.39,2.68 +3689,0.9,Good,H,SI1,62.8,62.0,3447.0,6.05,6.09,3.81 +19505,1.51,Premium,E,SI2,59.3,61.0,8135.0,7.57,7.51,4.47 +8437,1.03,Ideal,G,SI2,62.1,56.0,4407.0,6.44,6.48,4.01 +18297,1.54,Very Good,I,SI2,63.3,60.0,7437.0,7.34,7.31,4.64 +22703,0.35,Ideal,H,SI1,62.3,57.0,630.0,4.55,4.5,2.82 +18866,1.51,Very Good,E,SI2,63.3,58.0,7737.0,7.19,7.16,4.54 +39471,0.41,Premium,E,VS1,60.0,58.0,1079.0,4.8,4.83,2.89 +673,0.72,Ideal,E,SI1,60.3,57.0,2847.0,5.83,5.85,3.52 +47817,0.71,Premium,G,SI2,58.2,60.0,1902.0,5.91,5.88,3.43 +50624,0.3,Ideal,E,SI2,62.1,54.0,401.0,4.32,4.35,2.69 +52877,0.82,Very Good,I,VS1,63.6,58.9,2583.0,5.88,5.93,3.76 +32194,0.35,Premium,H,VS1,61.7,59.0,788.0,4.53,4.51,2.79 +17728,0.39,Ideal,E,SI2,61.0,55.0,614.0,4.74,4.77,2.9 +29429,0.42,Good,H,SI1,63.1,57.0,700.0,4.76,4.78,3.01 +26378,2.0,Very Good,F,SI1,63.3,56.0,15851.0,8.0,7.93,5.04 +17146,1.01,Good,G,VVS2,63.4,55.0,6843.0,6.34,6.41,4.04 +40071,0.43,Premium,G,VS2,61.1,59.0,1113.0,4.86,4.83,2.96 +46800,0.7,Premium,F,SI2,60.6,57.0,1806.0,5.81,5.74,3.5 +32559,0.38,Ideal,I,VVS1,62.4,54.8,800.0,4.64,4.66,2.9 +2489,0.83,Good,G,VS2,63.7,60.9,3195.0,5.84,5.92,3.75 +33034,0.32,Ideal,G,VVS1,61.9,55.0,814.0,4.43,4.46,2.75 +52497,0.77,Premium,I,VS1,62.6,55.0,2524.0,5.9,5.85,3.68 +25402,2.29,Premium,G,SI2,62.5,59.0,14108.0,8.38,8.33,5.22 +53100,0.71,Ideal,I,VS2,61.8,55.0,2614.0,5.7,5.73,3.53 +18365,0.37,Premium,F,SI1,61.5,59.0,616.0,4.59,4.62,2.83 +53205,0.71,Premium,F,SI1,59.7,60.0,2633.0,5.82,5.77,3.46 +13403,0.32,Premium,H,VVS2,62.2,58.0,602.0,4.33,4.38,2.71 +37634,0.4,Premium,D,SI1,61.3,60.0,990.0,4.75,4.71,2.9 +30225,0.33,Premium,E,VS2,61.0,60.0,723.0,4.43,4.46,2.71 +30310,0.34,Ideal,F,VS2,61.5,55.0,726.0,4.53,4.57,2.8 +31697,0.36,Ideal,F,SI1,61.5,57.0,770.0,4.59,4.55,2.81 +9800,1.05,Ideal,G,SI2,62.2,54.0,4667.0,6.52,6.56,4.07 +41020,0.25,Premium,G,SI2,59.0,60.0,1186.0,5.33,5.28,3.12 +40377,0.36,Ideal,E,VVS2,61.0,55.0,1131.0,4.6,4.62,2.81 +18511,1.51,Very Good,J,SI1,58.8,59.0,7544.0,7.47,7.56,4.42 +47932,0.56,Premium,E,VS2,61.8,59.0,1915.0,5.34,5.27,3.28 +12748,1.06,Ideal,E,SI2,62.2,55.0,5319.0,6.54,6.51,4.06 +16089,1.29,Premium,I,SI1,61.8,59.0,6429.0,6.99,6.96,4.31 +21758,1.53,Very Good,I,VS1,59.3,58.0,9823.0,7.5,7.54,4.46 +2576,0.71,Ideal,E,VS1,61.9,54.0,3212.0,5.74,5.76,3.56 +45225,0.5,Very Good,F,VS1,58.8,60.0,1657.0,5.18,5.2,3.05 +1374,0.7,Ideal,I,VVS1,61.8,56.0,2966.0,5.69,5.73,3.53 +53045,0.71,Very Good,E,SI1,61.1,57.0,2606.0,5.69,5.73,3.49 +23,0.23,Very Good,H,VS1,61.0,57.0,353.0,3.94,3.96,2.41 +15777,1.01,Very Good,E,VS2,62.3,58.0,6310.0,6.39,6.45,4.0 +16550,1.0,Ideal,G,VS2,62.1,57.0,6612.0,6.42,6.37,3.97 +18430,1.12,Ideal,G,VS1,61.0,56.0,7495.0,6.72,6.76,4.11 +306,0.9,Good,I,SI2,62.2,59.0,2800.0,6.07,6.11,3.79 +38663,0.42,Ideal,D,SI1,62.3,57.0,1040.0,4.8,4.77,2.98 +49010,0.7,Fair,H,SI1,64.7,58.0,2051.0,5.59,5.54,3.6 +25407,2.01,Very Good,J,SI1,61.7,59.0,14125.0,8.01,8.09,4.97 +14104,1.21,Premium,F,SI1,61.1,61.0,5720.0,6.78,6.74,4.13 +35418,0.4,Premium,G,SI1,59.3,59.0,900.0,4.82,4.8,2.85 +11473,0.9,Ideal,H,VS1,60.9,56.0,5013.0,6.25,6.27,3.81 +2241,0.73,Good,E,VS1,63.7,59.0,3146.0,5.67,5.69,3.62 +26639,2.01,Good,F,SI2,62.2,57.0,16410.0,7.91,7.97,4.94 +45468,0.5,Premium,E,VS2,62.6,58.0,1676.0,5.12,5.07,3.19 +48710,0.56,Ideal,E,VS1,61.8,55.0,2010.0,5.28,5.33,3.28 +39989,0.41,Premium,F,VS2,61.1,56.0,1107.0,4.84,4.79,2.94 +53646,0.9,Very Good,I,SI2,60.9,63.0,2704.0,6.21,6.13,3.76 +3106,0.72,Ideal,D,SI1,62.2,56.0,3322.0,5.77,5.74,3.58 +33170,0.3,Ideal,D,VS1,61.9,54.1,817.0,4.28,4.33,2.67 +48908,0.54,Ideal,E,VS1,62.0,56.0,2041.0,5.26,5.23,3.25 +25943,1.8,Ideal,H,VS1,62.3,56.0,15105.0,7.79,7.76,4.84 +11856,1.07,Ideal,I,VS1,62.2,58.0,5103.0,6.52,6.57,4.07 +27439,2.0,Ideal,H,SI1,61.8,57.0,18062.0,8.1,8.15,5.02 +9224,1.03,Premium,G,SI2,60.6,60.0,4557.0,6.53,6.5,3.95 +10878,1.05,Premium,F,SI1,62.8,59.0,4879.0,6.43,6.4,4.03 +28945,0.3,Good,H,VVS1,63.4,57.0,684.0,4.27,4.31,2.72 +23837,1.51,Ideal,G,SI1,62.4,56.0,11917.0,7.36,7.33,4.59 +9539,1.01,Very Good,H,SI1,58.5,56.0,4619.0,6.6,6.69,3.89 +11235,1.08,Ideal,H,SI1,62.8,57.0,4964.0,6.55,6.51,4.1 +37691,0.43,Very Good,H,VS2,63.4,55.0,994.0,4.82,4.86,3.07 +49477,0.72,Premium,G,SI2,62.6,60.0,2115.0,5.7,5.65,3.55 +1296,0.8,Very Good,H,VS2,59.1,59.0,2953.0,6.02,6.07,3.57 +2826,0.81,Premium,G,VS1,62.3,56.0,3266.0,5.95,5.89,3.69 +7880,0.92,Ideal,E,SI2,62.6,57.0,4309.0,6.22,6.18,3.88 +35680,0.42,Very Good,F,VS1,60.9,58.0,910.0,4.84,4.88,2.96 +15964,1.22,Ideal,H,SI1,62.1,56.0,6388.0,6.87,6.81,4.25 +31261,0.32,Good,H,SI1,63.1,54.0,449.0,4.36,4.42,2.77 +30961,0.4,Very Good,H,VS2,62.1,56.0,746.0,4.72,4.75,2.94 +51582,0.72,Very Good,I,VS2,63.3,57.0,2393.0,5.66,5.72,3.6 +18060,0.36,Premium,F,SI1,61.1,60.0,616.0,4.62,4.57,2.81 +11211,1.15,Premium,I,SI1,59.6,58.0,4959.0,6.86,6.82,4.08 +51398,0.72,Very Good,I,VS1,63.5,57.0,2369.0,5.66,5.68,3.6 +29497,0.32,Ideal,E,VS2,61.9,56.0,702.0,4.35,4.4,2.71 +51849,0.7,Ideal,F,SI1,61.8,55.0,2423.0,5.75,5.71,3.54 +47752,0.54,Very Good,D,VS2,60.6,58.0,1892.0,5.26,5.3,3.2 +31199,0.32,Ideal,I,VVS1,62.4,55.0,756.0,4.38,4.34,2.72 +19100,1.2,Premium,F,VS2,60.1,57.0,7865.0,6.82,6.76,4.08 +1059,0.31,Premium,I,VS2,59.8,60.0,558.0,4.42,4.38,2.63 +29056,0.4,Good,E,SI1,63.6,57.0,687.0,4.65,4.69,2.97 +13774,0.93,Very Good,E,VS2,61.4,58.0,5616.0,6.22,6.29,3.84 +4487,0.9,Good,E,SI1,60.8,65.0,3625.0,6.31,6.18,3.8 +13365,0.24,Very Good,F,VS1,59.9,58.0,419.0,4.02,4.06,2.42 +12298,1.21,Ideal,I,SI1,62.4,55.0,5218.0,6.81,6.78,4.24 +51610,0.79,Very Good,G,SI1,60.9,63.0,2394.0,5.89,5.84,3.57 +36346,0.43,Very Good,H,SI2,60.4,56.0,937.0,4.9,4.93,2.97 +35697,0.3,Premium,E,VS1,61.8,58.0,911.0,4.33,4.31,2.67 +15935,1.22,Ideal,D,SI2,61.8,58.0,6372.0,6.84,6.92,4.25 +51199,0.57,Very Good,F,VVS2,60.7,58.0,2351.0,5.32,5.35,3.24 +20498,1.24,Ideal,G,VS1,61.5,56.0,8830.0,6.92,6.97,4.27 +31642,0.25,Ideal,H,VVS1,62.5,56.0,450.0,4.03,4.06,2.53 +8085,1.01,Premium,D,SI2,62.6,60.0,4338.0,6.4,6.37,4.0 +31932,0.3,Ideal,F,VS2,60.7,56.0,776.0,4.34,4.32,2.63 +30706,0.3,Ideal,G,VVS1,61.4,56.0,737.0,4.32,4.34,2.66 +40673,0.44,Ideal,E,VS1,61.5,56.0,1155.0,4.92,4.9,3.02 +48931,0.74,Premium,I,SI2,59.8,58.0,2042.0,5.93,5.88,3.53 +43817,0.51,Premium,E,SI1,61.8,58.0,1443.0,5.15,5.11,3.17 +11157,0.9,Very Good,D,SI2,62.5,55.0,4946.0,6.16,6.2,3.86 +41954,0.23,Very Good,E,VVS2,61.6,61.0,505.0,3.92,3.97,2.43 +208,0.52,Ideal,F,VVS1,61.3,55.0,2778.0,5.19,5.22,3.19 +38447,0.36,Ideal,F,VVS1,61.0,55.0,1028.0,4.6,4.62,2.81 +52387,0.57,Premium,E,VVS2,60.0,61.0,2507.0,5.44,5.36,3.24 +7569,1.04,Premium,I,SI1,62.5,62.0,4252.0,6.45,6.39,4.01 +36833,0.3,Ideal,E,IF,61.2,58.0,957.0,4.31,4.38,2.66 +10363,1.23,Ideal,I,SI2,62.3,55.0,4773.0,6.85,6.82,4.26 +12963,1.0,Very Good,D,SI1,62.1,61.0,5390.0,6.3,6.32,3.92 +37894,0.41,Very Good,G,VVS2,62.9,56.0,1007.0,4.7,4.74,2.97 +6734,0.31,Very Good,H,VVS2,62.6,56.0,578.0,4.33,4.36,2.72 +5899,1.08,Premium,F,SI2,59.9,58.0,3931.0,6.75,6.66,4.01 +38285,0.28,Very Good,F,VS1,62.1,59.0,487.0,4.16,4.21,2.6 +7342,0.91,Good,E,SI1,63.5,57.0,4211.0,6.07,6.11,3.87 +5872,0.9,Premium,E,SI2,60.4,59.0,3924.0,6.21,6.24,3.76 +34570,0.31,Ideal,G,IF,61.0,55.0,871.0,4.39,4.42,2.69 +37275,0.35,Ideal,J,VS1,62.6,53.7,483.0,4.51,4.54,2.83 +15457,1.0,Good,D,VS2,60.8,61.0,6189.0,6.33,6.4,3.87 +14973,1.21,Premium,D,SI2,60.9,58.0,6031.0,6.89,6.83,4.18 +43510,0.52,Very Good,G,VS2,59.2,57.0,1423.0,5.28,5.37,3.15 +5315,0.74,Ideal,E,VS1,62.1,53.0,3804.0,5.82,5.8,3.61 +38540,0.34,Ideal,D,VS2,62.3,55.0,1033.0,4.48,4.45,2.78 +43974,0.31,Ideal,H,VS2,61.5,54.0,518.0,4.35,4.4,2.69 +1762,0.71,Very Good,D,VS2,62.8,56.0,3045.0,5.67,5.7,3.57 +10877,1.01,Premium,E,SI2,60.4,60.0,4878.0,6.49,6.46,3.91 +10930,0.8,Very Good,E,VVS2,62.8,57.0,4893.0,5.93,5.95,3.73 +50952,0.71,Premium,E,SI2,62.7,59.0,2322.0,5.66,5.7,3.56 +48493,0.54,Ideal,G,VVS2,61.9,57.0,1981.0,5.22,5.25,3.24 +21604,1.25,Premium,F,VS2,60.8,58.0,9702.0,6.98,6.93,4.23 +53266,0.7,Premium,F,VS2,63.0,61.0,2648.0,5.64,5.59,3.54 +48200,0.59,Very Good,D,VS2,63.2,57.0,1948.0,5.28,5.32,3.35 +34096,0.36,Ideal,I,IF,60.8,57.0,852.0,4.6,4.64,2.81 +15080,1.32,Fair,I,SI1,64.8,58.0,6061.0,6.9,6.83,4.45 +46992,0.64,Premium,F,SI1,61.2,58.0,1816.0,5.6,5.54,3.41 +12268,1.24,Fair,H,SI2,65.0,54.0,5208.0,6.76,6.73,4.38 +50389,0.61,Premium,D,VS2,62.3,55.0,2251.0,5.47,5.42,3.39 +9174,1.0,Good,G,SI1,63.3,60.0,4543.0,6.24,6.33,3.98 +19516,1.5,Very Good,G,SI2,61.3,63.0,8148.0,7.28,7.23,4.45 +51898,0.71,Very Good,H,VS2,62.6,56.0,2432.0,5.68,5.72,3.57 +30080,0.32,Premium,I,VVS2,61.9,59.0,720.0,4.38,4.35,2.7 +23066,2.07,Premium,H,SI2,59.6,60.0,11094.0,8.3,8.24,4.93 +10904,1.01,Ideal,H,SI1,62.1,56.0,4886.0,6.38,6.47,3.99 +31665,0.33,Ideal,E,VS1,61.7,54.0,768.0,4.45,4.47,2.75 +13518,1.0,Premium,F,SI1,61.9,60.0,5544.0,6.34,6.39,3.94 +32371,0.4,Ideal,F,VS2,62.6,56.0,790.0,4.71,4.72,2.95 +5168,0.91,Very Good,H,SI1,63.4,56.0,3771.0,6.18,6.1,3.89 +45628,0.69,Fair,I,VS1,57.9,63.0,1692.0,5.73,5.77,3.33 +51581,1.03,Premium,J,I1,62.8,55.0,2392.0,6.43,6.41,4.03 +22625,1.5,Very Good,H,VS1,60.7,58.0,10681.0,7.35,7.42,4.48 +857,0.73,Premium,E,VS1,61.3,59.0,2870.0,5.81,5.78,3.55 +19633,1.01,Ideal,G,VVS2,62.2,54.0,8252.0,6.48,6.41,4.01 +3028,0.7,Ideal,E,VS1,62.2,58.0,3309.0,5.67,5.71,3.54 +25574,1.52,Very Good,F,VS2,62.3,56.0,14412.0,7.29,7.34,4.56 +8864,0.92,Premium,E,SI1,62.2,58.0,4482.0,6.23,6.18,3.86 +43808,0.51,Premium,H,VS1,62.5,58.0,1443.0,5.12,5.09,3.19 +49422,0.77,Ideal,F,SI2,62.0,56.0,2107.0,5.92,5.86,3.65 +32664,0.31,Premium,H,VVS2,62.6,58.0,802.0,4.31,4.28,2.69 +16777,1.12,Ideal,G,VS2,60.8,57.0,6683.0,6.74,6.69,4.08 +52539,1.0,Fair,H,SI2,67.8,53.0,2530.0,6.08,6.02,4.1 +49199,0.59,Ideal,D,VS2,61.7,56.0,2078.0,5.39,5.41,3.33 +42247,0.57,Ideal,H,SI1,61.3,54.0,1292.0,5.34,5.39,3.29 +4937,1.11,Fair,H,SI2,64.4,58.0,3730.0,6.55,6.5,4.2 +23339,1.5,Ideal,E,SI1,62.0,55.0,11385.0,7.32,7.4,4.56 +1819,0.92,Very Good,D,SI2,60.2,61.0,3057.0,6.27,6.32,3.79 +5811,0.77,Very Good,E,VS2,60.4,58.0,3911.0,5.94,6.01,3.61 +27547,2.05,Premium,H,VS2,61.8,60.0,18318.0,8.19,8.14,5.05 +12442,0.9,Ideal,E,VS1,61.3,57.0,5242.0,6.24,6.2,3.81 +40503,0.43,Very Good,G,VVS1,60.7,57.0,1143.0,4.87,4.89,2.96 +17381,0.34,Premium,E,SI2,61.7,58.0,612.0,4.54,4.5,2.79 +42118,0.5,Good,E,SI1,63.5,61.0,1279.0,4.98,5.03,3.18 +1174,0.8,Very Good,G,VS2,61.1,57.0,2929.0,6.01,6.07,3.69 +35537,0.41,Very Good,E,VS1,60.4,59.0,906.0,4.8,4.83,2.91 +20112,1.5,Very Good,G,SI2,58.5,62.0,8580.0,7.4,7.44,4.34 +19506,1.0,Very Good,G,VVS2,63.0,54.0,8138.0,6.37,6.43,4.03 +9218,1.01,Ideal,G,SI2,59.3,60.0,4556.0,6.54,6.58,3.89 +21131,1.73,Very Good,I,SI2,62.0,58.0,9292.0,7.6,7.69,4.74 +16835,1.01,Very Good,E,VS2,62.9,60.0,6714.0,6.36,6.4,4.01 +44516,0.52,Premium,F,VS2,62.1,59.0,1600.0,5.12,5.15,3.19 +37540,0.39,Ideal,F,VVS2,61.7,56.0,988.0,4.7,4.73,2.91 +4795,1.5,Good,I,I1,63.7,61.0,3696.0,7.22,7.1,4.57 +46083,0.5,Very Good,F,VS1,62.6,59.0,1738.0,5.03,5.06,3.16 +41809,0.6,Ideal,H,SI2,61.7,54.0,1250.0,5.44,5.48,3.37 +52138,0.74,Very Good,G,SI1,63.5,60.0,2468.0,5.73,5.68,3.62 +11360,1.06,Very Good,F,SI1,62.3,56.0,4995.0,6.5,6.57,4.07 +39936,0.23,Very Good,D,VVS2,62.5,58.0,492.0,3.89,3.92,2.44 +1108,0.83,Premium,E,SI1,62.2,59.0,2913.0,6.05,5.97,3.74 +5943,1.12,Ideal,G,I1,60.3,57.0,3945.0,6.8,6.73,4.08 +36240,0.31,Ideal,D,VVS1,62.1,54.0,934.0,4.34,4.36,2.7 +19233,1.12,Ideal,G,VS1,61.5,55.0,7970.0,6.67,6.69,4.11 +51293,1.2,Premium,F,I1,62.9,58.0,2360.0,6.86,6.79,4.29 +42563,0.57,Ideal,I,VS2,61.5,56.0,1326.0,5.32,5.35,3.28 +6438,0.91,Premium,G,SI1,62.2,59.0,4045.0,6.15,6.19,3.84 +27247,2.39,Premium,I,VS1,61.2,60.0,17642.0,8.63,8.6,5.27 +18059,0.34,Ideal,G,VS2,61.4,55.0,616.0,4.51,4.54,2.78 +31194,0.36,Premium,E,SI1,62.2,59.0,756.0,4.57,4.53,2.83 +17417,1.5,Premium,H,SI2,61.2,61.0,6979.0,7.34,7.27,4.47 +7229,1.07,Good,I,VS2,63.8,60.0,4194.0,6.41,6.38,4.08 +9603,1.01,Premium,F,SI1,63.0,58.0,4632.0,6.33,6.29,3.98 +11517,1.01,Ideal,I,VS1,62.5,59.0,5022.0,6.33,6.41,3.98 +46995,0.54,Very Good,D,VS2,61.7,55.0,1817.0,5.21,5.26,3.23 +33560,0.41,Ideal,J,VS1,62.1,56.0,830.0,4.79,4.75,2.96 +48216,0.57,Ideal,E,VS2,60.4,57.0,1949.0,5.4,5.35,3.25 +12434,0.9,Very Good,F,VS1,60.7,57.0,5242.0,6.16,6.23,3.76 +20684,1.12,Very Good,G,IF,60.9,57.0,8962.0,6.68,6.79,4.1 +31995,0.3,Premium,F,VS2,62.7,58.0,776.0,4.3,4.25,2.68 +26724,0.32,Good,F,VS2,63.4,57.0,645.0,4.32,4.36,2.75 +13482,1.06,Premium,F,SI1,58.4,61.0,5535.0,6.73,6.69,3.92 +2118,1.02,Premium,J,SI2,62.3,58.0,3119.0,6.42,6.37,3.98 +11998,1.06,Ideal,E,SI2,60.9,57.0,5147.0,6.58,6.62,4.02 +42716,0.54,Ideal,E,SI2,60.7,56.0,1340.0,5.3,5.25,3.2 +11726,0.34,Good,G,VS2,63.1,57.0,596.0,4.43,4.47,2.81 +26943,2.31,Premium,I,SI2,58.8,58.0,17000.0,8.7,8.64,5.1 +10274,1.03,Ideal,D,SI2,60.7,55.0,4752.0,6.53,6.61,3.99 +8797,1.1,Premium,E,SI1,60.0,58.0,4472.0,6.68,6.65,4.05 +38698,0.37,Premium,E,VS2,60.3,58.0,1041.0,4.66,4.63,2.8 +2209,0.7,Ideal,E,VS2,61.9,56.0,3142.0,5.69,5.72,3.53 +43062,0.45,Ideal,G,IF,62.8,53.0,1377.0,4.92,4.95,3.1 +16592,1.06,Very Good,F,VS2,62.7,55.0,6627.0,6.54,6.5,4.09 +34662,0.31,Ideal,E,VS2,62.0,55.0,872.0,4.35,4.33,2.69 +34685,0.4,Ideal,G,SI1,61.8,57.0,873.0,4.74,4.78,2.94 +46237,0.55,Ideal,E,SI1,62.4,58.0,1752.0,5.28,5.23,3.27 +15362,0.3,Premium,G,VS1,59.6,59.0,605.0,4.34,4.38,2.6 +15728,1.01,Very Good,G,VS2,63.5,57.0,6291.0,6.36,6.39,4.05 +25219,1.51,Good,F,VS2,62.0,59.0,13819.0,7.18,7.37,4.51 +14358,1.07,Premium,F,SI1,61.7,56.0,5813.0,6.66,6.5,4.06 +39041,0.37,Ideal,G,IF,61.5,56.0,1056.0,4.6,4.64,2.84 +51711,0.72,Very Good,I,VS1,60.7,56.0,2401.0,5.78,5.82,3.52 +43351,0.5,Very Good,E,VS2,61.3,62.0,1407.0,5.05,5.1,3.11 +38083,0.36,Ideal,E,VS2,61.2,56.0,1013.0,4.63,4.59,2.82 +3823,0.7,Premium,D,VS1,62.5,60.0,3471.0,5.62,5.67,3.53 +26486,2.24,Very Good,H,SI2,62.3,57.0,16077.0,8.3,8.36,5.19 +3145,0.71,Very Good,D,VS1,64.1,57.0,3332.0,5.64,5.66,3.62 +41742,0.5,Ideal,D,SI2,62.8,56.0,1243.0,5.06,5.03,3.17 +18245,1.01,Very Good,F,VS2,62.9,55.0,7411.0,6.36,6.42,4.02 +20434,1.51,Very Good,J,VVS2,60.6,58.0,8789.0,7.36,7.4,4.47 +635,1.0,Premium,F,I1,58.9,60.0,2841.0,6.6,6.55,3.87 +7274,1.04,Very Good,G,SI2,62.9,58.0,4200.0,6.43,6.47,4.06 +25894,1.5,Very Good,F,VS1,61.6,58.0,15022.0,7.35,7.43,4.55 +25339,2.3,Premium,H,SI2,60.6,59.0,14042.0,8.4,8.37,5.08 +36707,0.47,Ideal,J,VVS2,62.1,54.5,953.0,4.97,4.99,3.09 +25030,0.3,Very Good,F,VS1,59.8,60.0,640.0,4.39,4.31,2.6 +4785,1.1,Good,H,SI2,57.6,61.0,3696.0,6.82,6.73,3.9 +22383,1.01,Premium,D,VVS2,62.4,60.0,10407.0,6.36,6.31,3.95 +42504,0.55,Premium,G,SI1,62.1,56.0,1321.0,5.28,5.22,3.26 +22312,1.21,Ideal,E,VS1,62.4,57.0,10351.0,6.75,6.83,4.24 +50061,0.56,Ideal,G,VVS1,62.0,56.0,2202.0,5.28,5.3,3.28 +46031,0.57,Ideal,G,VS2,61.6,57.0,1728.0,5.36,5.32,3.29 +25462,2.05,Premium,J,VS1,62.4,58.0,14224.0,8.08,8.13,5.06 +30973,0.37,Very Good,G,VS1,59.2,61.0,746.0,4.63,4.7,2.76 +20752,1.2,Good,F,VS2,62.3,57.0,8990.0,6.74,6.78,4.21 +260,0.71,Premium,F,VS1,60.1,62.0,2790.0,5.77,5.74,3.46 +2220,0.84,Very Good,D,SI2,63.6,57.0,3145.0,5.95,6.0,3.8 +28967,0.31,Very Good,H,SI1,62.4,57.0,435.0,4.31,4.35,2.7 +36867,0.42,Ideal,E,VS2,62.4,55.0,958.0,4.79,4.83,3.0 +17143,1.01,Premium,G,VVS2,60.9,59.0,6843.0,6.54,6.59,4.0 +20514,1.4,Premium,H,VS2,62.9,55.0,8847.0,7.15,7.06,4.47 +6107,0.9,Good,G,VS1,64.5,57.0,3977.0,6.01,6.08,3.9 +52009,0.83,Ideal,I,SI2,61.2,59.0,2444.0,6.03,6.06,3.7 +22007,1.26,Premium,F,VS1,62.7,58.0,10076.0,6.93,6.86,4.32 +29867,0.3,Ideal,D,VS2,61.7,55.0,710.0,4.33,4.36,2.68 +51029,0.7,Premium,G,VS2,58.2,60.0,2328.0,5.84,5.78,3.38 +4249,0.9,Premium,D,SI2,58.7,58.0,3578.0,6.3,6.28,3.69 +6600,1.0,Good,I,VS2,62.6,59.0,4081.0,6.28,6.33,3.95 +52945,0.76,Very Good,H,SI1,63.0,58.0,2593.0,5.78,5.8,3.65 +45486,0.53,Ideal,H,VS1,61.6,55.0,1678.0,5.2,5.22,3.21 +45028,0.54,Premium,G,VS2,62.7,58.0,1637.0,5.19,5.15,3.24 +31475,0.34,Premium,H,VS1,61.3,56.0,765.0,4.53,4.48,2.76 +25664,2.03,Ideal,J,VS1,62.5,57.0,14579.0,8.14,8.08,5.06 +895,0.7,Premium,G,VVS2,62.9,59.0,2874.0,5.68,5.61,3.55 +19119,1.0,Ideal,G,VVS2,59.8,54.0,7885.0,6.58,6.54,3.92 +51250,0.72,Premium,E,SI2,62.6,59.0,2355.0,5.7,5.74,3.58 +16794,1.04,Very Good,H,IF,62.0,55.0,6694.0,6.51,6.55,4.05 +32114,0.25,Ideal,E,VVS1,62.3,53.0,783.0,4.08,4.11,2.55 +36311,0.32,Premium,H,VVS1,62.5,58.0,936.0,4.37,4.33,2.72 +10942,1.01,Very Good,F,SI1,59.7,61.0,4899.0,6.49,6.55,3.89 +41025,0.5,Very Good,G,SI1,62.9,59.0,1187.0,5.04,5.07,3.18 +5972,0.9,Very Good,F,SI1,62.5,60.0,3950.0,6.05,6.11,3.8 +40028,0.48,Premium,F,SI1,60.6,62.0,1110.0,5.06,5.0,3.05 +30576,0.31,Ideal,D,VS2,61.8,57.0,734.0,4.36,4.38,2.7 +33693,0.33,Ideal,G,VVS1,61.6,55.0,838.0,4.46,4.47,2.75 +6628,1.28,Good,H,SI2,56.8,62.0,4086.0,7.22,7.16,4.08 +43834,0.59,Ideal,H,SI1,61.1,57.0,1445.0,5.39,5.41,3.3 +13561,1.02,Ideal,E,SI1,62.2,57.0,5553.0,6.41,6.45,4.0 +998,0.72,Good,F,VS1,59.4,61.0,2897.0,5.82,5.89,3.48 +15985,1.02,Premium,G,VS2,62.1,58.0,6397.0,6.5,6.44,4.02 +2629,0.86,Very Good,H,SI1,59.7,59.0,3228.0,6.14,6.23,3.69 +35397,0.38,Good,F,VS2,62.4,54.3,899.0,4.6,4.65,2.89 +45581,0.52,Very Good,G,VS1,62.4,60.0,1689.0,5.11,5.12,3.19 +17319,1.01,Very Good,F,VS2,60.5,59.0,6944.0,6.51,6.54,3.95 +3934,0.62,Ideal,F,VVS1,61.9,56.0,3499.0,5.46,5.48,3.38 +53373,0.71,Premium,D,VS2,62.7,58.0,2659.0,5.53,5.67,3.54 +14971,1.25,Ideal,H,SI2,61.6,55.0,6030.0,6.89,6.94,4.26 +33590,0.37,Ideal,G,VS2,61.3,57.0,833.0,4.64,4.6,2.83 +45320,0.32,Good,E,SI1,63.5,56.0,524.0,4.34,4.38,2.77 +35169,0.31,Ideal,G,IF,62.2,55.0,891.0,4.35,4.4,2.72 +12853,1.11,Ideal,H,SI1,61.6,56.0,5358.0,6.65,6.69,4.11 +42699,0.52,Very Good,G,SI1,63.3,55.0,1338.0,5.1,5.07,3.22 +28693,0.31,Very Good,F,VS1,59.7,55.0,679.0,4.42,4.46,2.65 +13409,0.4,Very Good,J,SI1,58.9,59.0,603.0,4.84,4.87,2.86 +13784,1.28,Premium,E,SI2,62.5,58.0,5620.0,6.93,6.89,4.32 +11635,2.0,Premium,J,I1,61.5,59.0,5051.0,8.11,8.06,4.97 +42689,0.52,Ideal,F,SI1,60.4,56.0,1337.0,5.31,5.29,3.2 +38732,0.4,Ideal,G,VVS1,62.4,54.0,1043.0,4.73,4.75,2.96 +42748,0.51,Premium,G,VS2,61.3,59.0,1343.0,5.11,5.17,3.15 +50966,0.6,Ideal,D,VS2,61.5,55.0,2325.0,5.42,5.45,3.34 +28482,0.32,Very Good,E,SI1,63.1,56.0,672.0,4.37,4.34,2.75 +20399,0.31,Premium,H,VVS2,60.6,60.0,625.0,4.34,4.38,2.64 +7393,0.33,Ideal,G,VS2,62.3,57.0,579.0,4.4,4.43,2.75 +34062,0.36,Ideal,D,SI1,62.0,56.0,851.0,4.61,4.55,2.84 +27202,1.51,Premium,D,VS1,62.9,54.0,17515.0,7.29,7.22,4.56 +38902,0.33,Ideal,E,VVS1,61.8,57.0,1052.0,4.43,4.4,2.73 +48457,0.58,Premium,G,VVS2,61.5,60.0,1975.0,5.37,5.33,3.29 +33252,0.45,Ideal,I,VS1,62.1,55.0,825.0,4.9,4.92,3.05 +3163,0.7,Ideal,D,VS1,62.0,57.0,3335.0,5.69,5.76,3.55 +53567,0.7,Premium,E,VS1,62.7,60.0,2695.0,5.64,5.59,3.52 +33382,0.41,Premium,G,VS2,61.4,59.0,827.0,4.75,4.79,2.93 +34337,0.3,Ideal,E,VVS1,62.2,57.0,862.0,4.28,4.31,2.67 +41313,0.41,Ideal,F,VVS1,61.8,54.0,1213.0,4.78,4.83,2.97 +32867,0.46,Very Good,F,SI2,61.5,56.0,809.0,4.98,5.01,3.07 +51419,0.72,Ideal,H,SI2,61.3,56.0,2372.0,5.75,5.77,3.53 +14497,1.01,Ideal,I,VS2,62.5,56.0,5855.0,6.38,6.41,4.0 +19432,1.12,Ideal,G,VS1,61.1,56.0,8080.0,6.7,6.73,4.1 +33431,0.32,Ideal,G,VS1,61.8,55.0,828.0,4.45,4.42,2.74 +32659,0.31,Very Good,H,VVS2,63.4,56.0,802.0,4.32,4.29,2.73 +7116,1.01,Very Good,I,SI2,62.9,55.0,4171.0,6.37,6.42,4.02 +53462,0.72,Ideal,I,VVS1,61.3,57.0,2678.0,5.77,5.75,3.53 +53682,0.74,Very Good,D,SI2,62.2,59.0,2713.0,5.75,5.79,3.59 +48847,0.71,Ideal,G,SI2,61.8,56.0,2031.0,5.7,5.72,3.53 +13748,1.04,Very Good,D,SI1,61.5,58.0,5605.0,6.48,6.53,4.0 +33187,0.37,Good,E,VS1,63.3,56.0,818.0,4.58,4.61,2.91 +17788,1.07,Very Good,G,VS1,62.8,58.0,7168.0,6.48,6.52,4.08 +26539,2.42,Premium,J,SI2,62.4,58.0,16198.0,8.58,8.53,5.34 +19724,1.21,Ideal,G,VS2,61.5,56.0,8294.0,6.83,6.88,4.22 +14041,0.31,Very Good,F,VS2,61.1,58.1,605.0,4.33,4.37,2.66 +51829,0.7,Very Good,E,SI1,63.1,56.0,2421.0,5.62,5.69,3.57 +50937,0.51,Very Good,E,VVS2,61.3,55.0,2320.0,5.14,5.16,3.16 +40661,0.38,Ideal,E,VVS1,62.3,56.0,1154.0,4.64,4.67,2.9 +29962,0.31,Ideal,G,SI1,61.2,55.0,446.0,4.37,4.39,2.68 +47518,0.7,Very Good,I,VS2,62.8,55.0,1867.0,5.63,5.67,3.55 +22620,1.5,Good,G,VS2,63.7,57.0,10669.0,7.29,7.25,4.63 +26964,2.4,Ideal,I,SI2,63.8,58.0,17039.0,8.41,8.37,5.35 +10884,1.21,Premium,I,SI2,62.1,59.0,4879.0,6.86,6.8,4.24 +51285,0.57,Ideal,F,VVS2,62.0,55.0,2360.0,5.31,5.3,3.29 +7251,1.01,Premium,F,SI2,61.0,60.0,4197.0,6.48,6.44,3.94 +43340,0.4,Ideal,F,IF,61.9,54.0,1406.0,4.75,4.81,2.96 +33349,0.41,Premium,G,VS2,61.4,59.0,827.0,4.75,4.79,2.93 +11317,1.05,Very Good,I,VS2,63.2,59.0,4986.0,6.47,6.44,4.08 +24631,1.3,Good,E,VVS2,62.8,59.0,12967.0,6.95,6.99,4.38 +8900,0.79,Premium,E,VVS1,62.8,60.0,4490.0,5.89,5.8,3.67 +41643,0.4,Ideal,E,VVS2,61.8,55.0,1238.0,4.78,4.74,2.94 +7712,0.33,Ideal,E,SI1,62.5,55.0,579.0,4.42,4.45,2.77 +4012,0.9,Very Good,F,SI2,62.3,58.0,3519.0,6.16,6.19,3.85 +17391,0.32,Ideal,D,SI2,61.8,55.0,612.0,4.42,4.38,2.72 +2366,1.0,Fair,J,SI1,65.3,57.0,3175.0,6.33,6.12,4.08 +15802,1.22,Very Good,H,SI1,62.4,57.0,6323.0,6.78,6.82,4.24 +43073,0.5,Very Good,D,VS2,62.2,60.0,1378.0,5.15,5.05,3.17 +13640,1.31,Very Good,I,SI2,60.8,57.0,5582.0,7.06,7.12,4.31 +38350,0.4,Ideal,G,SI1,62.6,55.0,1020.0,4.71,4.69,2.93 +52266,0.74,Very Good,I,VS1,62.3,60.0,2491.0,5.78,5.8,3.61 +9748,1.04,Ideal,I,SI1,61.3,57.0,4659.0,6.56,6.53,4.01 +39226,0.32,Ideal,D,VVS1,61.9,56.0,1067.0,4.36,4.39,2.71 +8384,0.35,Ideal,F,SI1,62.4,55.0,583.0,4.52,4.55,2.83 +24555,1.78,Ideal,H,SI1,62.1,57.0,12843.0,7.77,7.73,4.81 +38143,0.3,Premium,G,VVS1,61.7,58.0,1013.0,4.3,4.26,2.64 +742,0.33,Premium,G,SI2,62.6,58.0,557.0,4.42,4.4,2.76 +14764,1.23,Good,I,VS1,63.6,59.0,5940.0,6.85,6.76,4.33 +37268,0.28,Ideal,F,SI1,60.6,55.0,481.0,4.26,4.3,2.6 +10402,0.31,Very Good,G,SI1,63.2,57.0,593.0,4.3,4.27,2.71 +34889,0.31,Ideal,D,VS2,59.4,57.0,879.0,4.5,4.45,2.66 +17607,1.33,Good,I,VS1,63.7,56.0,7090.0,6.96,6.92,4.42 +24642,1.51,Very Good,H,VVS1,61.5,58.0,12981.0,7.3,7.39,4.52 +14947,1.2,Very Good,H,SI1,62.1,58.0,6019.0,6.72,6.77,4.19 +29812,0.3,Ideal,D,SI1,62.2,56.0,709.0,4.3,4.25,2.66 +9213,0.87,Ideal,G,VS2,61.4,55.0,4553.0,6.15,6.17,3.78 +38748,0.35,Ideal,G,IF,62.3,55.0,1044.0,4.5,4.52,2.81 +6271,1.04,Premium,F,SI2,62.8,60.0,4013.0,6.41,6.38,4.01 +8648,1.0,Premium,F,SI2,61.1,61.0,4452.0,6.38,6.35,3.89 +6495,0.9,Good,F,SI1,63.9,59.0,4062.0,6.06,6.09,3.88 +9937,0.9,Very Good,D,SI1,59.6,62.0,4693.0,6.19,6.22,3.7 +25034,0.34,Ideal,F,VS2,62.2,55.0,641.0,4.47,4.5,2.79 +13465,1.21,Premium,G,SI2,60.3,58.0,5529.0,6.96,6.9,4.18 +4470,0.72,Ideal,D,VS1,62.3,54.0,3622.0,5.74,5.79,3.59 +21516,1.61,Ideal,I,SI1,62.7,55.0,9611.0,7.54,7.48,4.71 +3669,0.71,Very Good,H,IF,60.2,61.0,3444.0,5.76,5.8,3.48 +27185,2.08,Ideal,H,SI1,61.7,58.0,17469.0,8.13,8.21,5.04 +43261,0.3,Very Good,J,VS1,63.4,57.0,506.0,4.26,4.23,2.69 +33379,0.41,Premium,I,VVS2,59.9,58.0,827.0,4.81,4.87,2.9 +4707,0.92,Very Good,E,SI2,63.2,54.0,3679.0,6.29,6.25,3.96 +31335,0.41,Ideal,G,SI1,61.4,56.0,759.0,4.81,4.83,2.96 +5404,1.01,Very Good,I,SI2,63.1,54.0,3818.0,6.39,6.35,4.02 +42921,0.5,Premium,D,SI1,61.4,59.0,1363.0,5.12,5.08,3.13 +33457,0.32,Very Good,G,VS1,63.2,55.0,828.0,4.39,4.37,2.77 +14109,1.2,Ideal,J,VS1,61.0,57.0,5722.0,6.81,6.89,4.18 +43751,0.51,Very Good,G,VS2,62.3,59.0,1438.0,5.07,5.1,3.17 +44951,0.5,Very Good,D,VS2,62.8,58.0,1635.0,5.0,5.03,3.15 +3025,0.81,Very Good,F,SI1,62.2,56.0,3308.0,5.97,5.99,3.72 +23190,1.05,Ideal,D,VVS2,61.9,54.0,11196.0,6.53,6.55,4.05 +44406,0.53,Ideal,D,VS2,61.4,55.0,1585.0,5.21,5.24,3.21 +8043,0.39,Very Good,G,SI2,62.7,54.0,581.0,4.64,4.71,2.93 +41795,0.52,Premium,G,SI1,60.6,61.0,1249.0,5.19,5.17,3.14 +49038,0.52,Ideal,G,IF,61.5,56.0,2055.0,5.16,5.21,3.19 +15240,1.29,Premium,G,SI2,61.1,59.0,6116.0,7.03,6.95,4.27 +14569,1.04,Ideal,F,SI1,61.3,56.0,5882.0,6.55,6.5,4.0 +28399,0.28,Very Good,E,VVS2,63.2,56.0,669.0,4.17,4.21,2.65 +38002,0.43,Premium,G,VS1,61.0,58.0,1008.0,4.92,4.89,2.99 +31141,0.41,Very Good,E,SI1,62.9,56.0,755.0,4.72,4.76,2.98 +15507,1.0,Fair,F,VS2,64.9,52.0,6210.0,6.24,6.33,4.08 +5137,1.2,Ideal,H,I1,58.6,57.0,3763.0,7.01,6.96,4.09 +45938,0.42,Very Good,F,IF,60.0,58.0,1722.0,4.87,4.9,2.93 +5820,1.39,Very Good,I,I1,62.6,57.0,3914.0,7.1,7.15,4.46 +4251,0.78,Good,E,SI1,59.4,62.0,3578.0,6.02,6.07,3.59 +6185,0.95,Ideal,H,SI2,59.3,59.0,3994.0,6.42,6.46,3.82 +37786,0.57,Very Good,I,SI2,62.1,57.0,1000.0,5.29,5.33,3.3 +25112,1.23,Ideal,D,VVS2,62.4,55.0,13653.0,6.87,6.82,4.27 +13548,1.11,Premium,H,VS2,62.4,58.0,5550.0,6.69,6.57,4.14 +22466,2.01,Very Good,J,SI2,63.3,56.0,10490.0,7.86,7.96,5.01 +45289,0.51,Premium,G,VS1,62.2,58.0,1662.0,5.11,5.09,3.17 +15255,1.24,Premium,F,SI1,61.4,62.0,6125.0,6.94,6.88,4.24 +38601,0.37,Premium,D,VVS2,60.7,59.0,1038.0,4.66,4.63,2.82 +52273,0.72,Premium,D,SI2,60.2,56.0,2492.0,5.85,5.82,3.51 +20698,1.12,Good,G,IF,59.6,56.0,8973.0,6.8,6.85,4.07 +11592,1.11,Very Good,D,SI2,61.3,60.0,5042.0,6.54,6.6,4.03 +29142,0.31,Ideal,D,VS2,60.8,56.0,692.0,4.39,4.42,2.68 +17907,1.21,Ideal,E,SI1,62.2,54.1,7231.0,6.82,6.86,4.26 +25285,2.09,Ideal,I,SI2,61.2,57.0,13933.0,8.27,8.19,5.04 +5869,1.01,Good,G,SI2,63.7,58.0,3923.0,6.35,6.31,4.03 +15829,1.04,Very Good,G,VS2,61.1,56.0,6334.0,6.54,6.56,4.01 +10061,0.31,Ideal,H,SI1,61.5,56.0,591.0,4.36,4.39,2.69 +19810,1.0,Good,D,VVS2,60.2,62.0,8374.0,6.42,6.46,3.88 +38151,0.36,Premium,F,VS1,61.3,57.0,1013.0,4.58,4.56,2.8 +16153,1.23,Very Good,H,SI1,61.0,59.0,6458.0,6.91,6.86,4.2 +576,0.8,Ideal,G,VS2,62.2,56.0,2834.0,5.94,5.87,3.67 +9285,1.01,Good,E,SI2,60.2,60.0,4566.0,6.37,6.42,3.85 +20058,0.31,Ideal,G,VS1,62.1,55.0,625.0,4.33,4.37,2.7 +2399,0.26,Very Good,F,VVS1,61.3,58.0,562.0,4.13,4.16,2.54 +37311,0.31,Premium,F,IF,61.5,58.0,979.0,4.33,4.35,2.67 +16448,1.0,Good,D,SI1,59.9,62.0,6568.0,6.41,6.45,3.85 +23875,2.03,Very Good,J,SI2,61.7,61.0,11968.0,8.04,8.18,5.0 +35113,0.3,Ideal,F,IF,62.0,56.0,886.0,4.31,4.33,2.68 +7176,1.01,Premium,I,SI1,61.8,58.0,4185.0,6.45,6.37,3.96 +21968,1.22,Ideal,G,VVS2,62.3,56.0,10038.0,6.81,6.84,4.25 +3719,0.9,Good,F,SI2,63.9,55.0,3453.0,6.15,6.12,3.92 +23750,1.54,Premium,D,VS2,59.4,59.0,11795.0,7.61,7.55,4.5 +3857,0.72,Ideal,G,VS1,61.7,56.0,3478.0,5.75,5.78,3.56 +53078,0.9,Ideal,F,I1,61.8,57.0,2611.0,6.13,6.2,3.81 +34577,0.31,Ideal,G,IF,61.7,55.0,871.0,4.37,4.39,2.7 +300,0.8,Very Good,H,VS2,63.4,60.0,2797.0,5.92,5.82,3.72 +40699,0.4,Ideal,E,VVS2,61.7,56.0,1158.0,4.73,4.77,2.93 +36111,0.42,Premium,E,SI1,59.8,61.0,926.0,4.89,4.85,2.91 +2677,0.7,Very Good,D,VS1,61.5,55.0,3239.0,5.7,5.74,3.52 +42181,0.5,Premium,G,SI1,62.9,59.0,1286.0,5.09,5.06,3.19 +2390,0.32,Ideal,G,VS2,61.4,57.0,561.0,4.39,4.4,2.7 +40721,0.38,Ideal,F,VVS1,60.9,57.0,1160.0,4.73,4.69,2.87 +48335,0.51,Ideal,D,VS1,62.1,55.0,1959.0,5.14,5.2,3.21 +20066,0.31,Ideal,F,VS2,60.8,56.0,625.0,4.38,4.41,2.67 +8350,1.02,Very Good,E,SI2,59.6,59.0,4398.0,6.54,6.59,3.91 +4248,0.9,Ideal,H,SI2,62.0,57.0,3578.0,6.17,6.19,3.83 +29097,0.36,Premium,D,SI2,61.2,59.0,689.0,4.59,4.56,2.8 +10012,1.01,Very Good,H,SI1,63.3,57.0,4707.0,6.41,6.36,4.04 +37154,0.36,Premium,I,IF,59.9,59.0,972.0,4.63,4.58,2.76 +50686,0.74,Ideal,H,SI2,61.4,56.0,2289.0,5.78,5.84,3.57 +47842,0.4,Ideal,F,VVS1,61.1,56.0,1908.0,4.78,4.81,2.93 +40606,0.29,Ideal,H,VS2,62.8,55.0,498.0,4.24,4.27,2.67 +40982,0.5,Very Good,E,SI2,63.1,58.0,1181.0,5.09,5.05,3.2 +29058,0.4,Good,E,SI1,63.5,57.0,687.0,4.7,4.72,2.99 +42405,0.61,Premium,I,VS2,58.8,58.0,1308.0,5.59,5.53,3.27 +14770,1.22,Premium,H,VS2,61.4,62.0,5944.0,6.92,6.76,4.22 +45029,0.54,Premium,G,VS2,61.0,60.0,1637.0,5.24,5.18,3.18 +27006,2.57,Premium,E,SI2,61.3,60.0,17116.0,8.82,8.73,5.38 +2777,0.78,Good,D,SI1,60.1,61.0,3253.0,5.92,5.89,3.55 +42032,0.53,Good,F,SI1,63.8,56.0,1268.0,5.13,5.16,3.28 +22717,1.33,Ideal,G,VS1,59.9,57.3,10732.0,7.16,7.21,4.3 +20151,1.52,Ideal,J,VS1,62.3,58.0,8608.0,7.32,7.35,4.57 +25542,2.01,Ideal,H,SI2,62.8,57.0,14364.0,8.04,7.95,5.02 +32261,0.3,Very Good,G,VVS1,62.8,58.0,789.0,4.27,4.3,2.69 +30541,0.31,Premium,E,VS1,60.2,58.0,734.0,4.38,4.43,2.65 +451,0.83,Ideal,H,SI1,62.5,55.0,2816.0,6.04,6.0,3.76 +12863,1.24,Ideal,J,VS2,61.8,58.0,5361.0,6.88,6.84,4.24 +4171,0.72,Ideal,D,VS1,61.6,56.0,3554.0,5.8,5.73,3.55 +31300,0.32,Ideal,D,VS2,61.9,57.0,758.0,4.37,4.39,2.71 +29892,0.3,Ideal,D,VS2,61.8,55.0,710.0,4.3,4.34,2.67 +19486,1.01,Premium,G,IF,60.0,61.0,8120.0,6.45,6.41,3.86 +10464,1.01,Premium,E,SI2,60.4,60.0,4790.0,6.46,6.49,3.91 +41401,0.52,Ideal,F,SI1,62.2,54.0,1223.0,5.19,5.23,3.24 +40838,0.41,Good,F,VVS2,58.6,60.0,1172.0,4.83,4.87,2.84 +45905,0.54,Premium,D,SI1,60.2,62.0,1720.0,5.31,5.25,3.18 +8929,1.01,Premium,F,SI2,62.7,59.0,4497.0,6.4,6.35,4.0 +2086,0.68,Very Good,F,VVS2,57.3,60.0,3112.0,5.83,5.89,3.36 +51376,0.7,Very Good,I,VVS2,63.0,58.0,2367.0,5.64,5.69,3.57 +321,0.71,Good,F,VS2,57.8,60.0,2801.0,5.9,5.87,3.4 +18809,1.03,Ideal,D,VS2,62.0,54.8,7697.0,6.47,6.51,4.02 +15516,1.51,Good,J,SI2,58.1,64.0,6215.0,7.57,7.53,4.39 +12877,1.03,Ideal,F,SI1,62.6,57.0,5366.0,6.42,6.46,4.03 +32826,0.34,Ideal,E,VS1,60.8,57.0,805.0,4.49,4.53,2.74 +30121,0.32,Premium,G,VS2,60.7,58.0,720.0,4.42,4.38,2.67 +1415,1.06,Premium,I,SI2,61.5,57.0,2968.0,6.57,6.49,4.02 +3977,0.73,Ideal,E,VS1,61.9,56.0,3510.0,5.78,5.81,3.59 +3773,0.72,Premium,D,VVS2,60.0,57.0,3459.0,5.92,5.84,3.53 +3787,1.01,Very Good,J,SI2,63.5,59.0,3462.0,6.3,6.36,4.02 +32313,0.36,Ideal,E,VS2,62.6,56.0,789.0,4.52,4.56,2.84 +38567,0.4,Ideal,H,VS1,61.8,56.0,1035.0,4.78,4.74,2.94 +33696,0.33,Ideal,G,VVS1,60.9,57.0,838.0,4.49,4.51,2.74 +12201,1.18,Premium,G,SI2,61.4,58.0,5190.0,6.82,6.77,4.17 +765,0.71,Very Good,E,VS2,63.5,59.0,2858.0,5.68,5.59,3.58 +25902,1.33,Ideal,F,VVS2,61.9,55.0,15031.0,7.02,7.07,4.36 +32905,0.33,Premium,G,VVS1,61.5,59.0,810.0,4.42,4.46,2.73 +22818,1.2,Ideal,G,VVS2,61.2,56.0,10846.0,6.92,6.89,4.23 +26845,2.01,Good,D,SI2,59.9,65.0,16776.0,8.07,8.0,4.81 +43766,0.41,Ideal,F,IF,62.3,55.0,1439.0,4.78,4.82,2.99 +38409,0.35,Ideal,G,VVS2,62.1,56.0,1024.0,4.51,4.47,2.79 +32635,0.36,Ideal,J,VS2,61.5,55.0,459.0,4.6,4.63,2.84 +5433,0.79,Ideal,E,VS2,62.2,55.0,3827.0,5.9,5.97,3.69 +33266,0.3,Ideal,E,VVS1,62.6,54.0,826.0,4.28,4.31,2.69 +32508,0.4,Very Good,E,SI2,63.1,57.0,798.0,4.72,4.7,2.97 +13063,1.01,Good,E,SI1,63.2,59.0,5411.0,6.27,6.35,3.99 +25068,1.06,Ideal,D,VVS2,61.8,56.0,13588.0,6.49,6.53,4.03 +19905,1.2,Very Good,F,VS2,62.9,55.0,8454.0,6.75,6.8,4.26 +13716,0.3,Ideal,E,VS2,61.8,57.0,603.0,4.28,4.3,2.65 +38824,0.5,Very Good,I,SI1,62.2,60.0,1048.0,5.02,5.05,3.13 +27712,0.36,Premium,I,VS2,62.7,59.0,648.0,4.58,4.54,2.86 +10672,1.03,Ideal,D,SI2,60.7,55.0,4839.0,6.61,6.53,3.99 +22805,1.55,Premium,H,VS2,62.7,57.0,10827.0,7.42,7.36,4.63 +41691,0.55,Ideal,G,SI2,62.1,57.0,1240.0,5.3,5.23,3.27 +16589,1.02,Premium,F,VS2,61.8,56.0,6626.0,6.54,6.46,4.02 +23052,1.01,Ideal,D,VVS2,62.3,53.0,11082.0,6.4,6.47,4.02 +45061,0.57,Very Good,G,VS2,63.3,56.0,1641.0,5.3,5.25,3.34 +32825,0.34,Premium,E,VS1,59.9,58.0,805.0,4.54,4.58,2.73 +41884,0.59,Ideal,G,SI2,60.6,56.0,1258.0,5.44,5.46,3.3 +26657,2.0,Very Good,E,SI2,59.5,58.0,16462.0,8.17,8.27,4.89 +30848,0.33,Premium,H,VS1,60.2,62.0,743.0,4.47,4.44,2.68 +41140,0.5,Very Good,F,SI1,62.7,61.0,1197.0,5.01,5.07,3.16 +33383,0.41,Good,J,IF,63.6,54.0,827.0,4.72,4.75,3.01 +23676,1.53,Very Good,H,VS2,62.5,61.0,11722.0,7.28,7.38,4.58 +25238,2.52,Fair,H,SI2,65.4,59.0,13846.0,8.49,8.42,5.53 +25113,1.5,Ideal,F,VS2,60.2,57.0,13653.0,7.43,7.39,4.46 +50368,0.75,Ideal,F,SI2,59.2,60.0,2248.0,5.87,5.92,3.49 +770,0.7,Good,E,VVS2,63.6,62.0,2858.0,5.61,5.58,3.56 +3703,0.72,Ideal,D,VS2,62.1,54.0,3450.0,5.76,5.81,3.59 +10919,0.9,Premium,H,VVS1,62.3,59.0,4890.0,6.15,6.09,3.81 +30263,0.4,Ideal,H,VS2,61.9,55.0,725.0,4.73,4.75,2.93 +40481,0.55,Very Good,G,SI1,60.7,56.0,1141.0,5.32,5.38,3.25 +13177,1.12,Very Good,E,SI1,58.8,61.0,5447.0,6.74,6.8,3.98 +49514,0.8,Ideal,H,SI2,62.4,57.0,2122.0,5.91,5.83,3.66 +45422,0.55,Premium,E,SI1,61.0,61.0,1668.0,5.3,5.25,3.22 +12307,1.09,Ideal,H,SI1,62.5,56.0,5219.0,6.58,6.53,4.1 +29361,0.31,Ideal,G,VS2,62.9,57.0,698.0,4.34,4.31,2.72 +3509,0.81,Premium,G,VS1,61.7,59.0,3402.0,6.07,5.96,3.71 +22792,1.51,Premium,I,VVS2,61.1,60.0,10817.0,7.36,7.33,4.49 +33835,0.34,Ideal,G,VVS1,61.5,56.0,844.0,4.47,4.5,2.75 +14418,1.05,Premium,E,SI1,61.8,56.0,5821.0,6.57,6.5,4.04 +41636,0.32,Premium,J,VS2,60.0,61.0,504.0,4.49,4.45,2.68 +6472,0.91,Very Good,F,SI2,60.9,58.0,4054.0,6.28,6.2,3.8 +31701,0.36,Premium,F,SI1,61.6,60.0,770.0,4.61,4.54,2.82 +36967,0.41,Premium,G,VS1,62.7,57.0,961.0,4.77,4.74,2.98 +32133,0.41,Premium,F,SI2,60.9,58.0,784.0,4.82,4.8,2.93 +23774,1.22,Premium,F,VVS1,61.9,58.0,11830.0,6.85,6.81,4.23 +39335,0.4,Ideal,D,VS1,60.6,56.0,1072.0,4.82,4.78,2.91 +893,0.7,Ideal,F,VS1,61.6,55.0,2874.0,5.75,5.71,3.53 +50510,0.7,Good,I,VS1,64.4,60.0,2271.0,5.51,5.58,3.57 +16539,1.22,Very Good,D,SI2,59.0,58.0,6607.0,6.96,7.08,4.14 +15398,1.02,Very Good,G,VS2,63.4,59.0,6169.0,6.32,6.3,4.0 +11411,1.01,Premium,H,VS1,60.9,62.0,5000.0,6.52,6.49,3.96 +49893,0.72,Very Good,I,VS2,63.3,59.0,2177.0,5.66,5.62,3.57 +20446,1.51,Good,F,VS2,64.0,59.0,8794.0,7.16,7.08,4.56 +51659,0.3,Ideal,G,VS2,61.2,55.0,545.0,4.35,4.38,2.67 +33272,0.32,Good,H,SI1,63.5,57.0,461.0,4.34,4.39,2.77 +43082,0.6,Premium,F,SI2,58.9,59.0,1378.0,5.55,5.52,3.26 +13946,1.1,Premium,H,VS1,61.3,58.0,5673.0,6.66,6.61,4.07 +41103,0.54,Very Good,H,SI2,60.7,55.0,1194.0,5.31,5.34,3.23 +40589,0.41,Premium,E,VS1,60.6,59.0,1153.0,4.8,4.77,2.9 +33132,0.31,Ideal,H,IF,61.8,56.0,816.0,4.36,4.38,2.7 +20105,1.37,Premium,H,VS1,60.9,59.0,8577.0,7.24,7.17,4.39 +33219,0.36,Very Good,G,VVS1,62.8,57.0,821.0,4.52,4.55,2.85 +44878,0.5,Premium,E,VS2,62.9,60.0,1629.0,5.04,5.01,3.16 +41957,0.23,Very Good,E,VVS2,61.2,60.0,505.0,3.97,4.0,2.44 +26810,2.0,Very Good,I,VS2,63.3,56.0,16694.0,8.03,7.98,5.07 +38101,0.36,Ideal,E,VS2,61.2,56.0,1013.0,4.62,4.6,2.82 +37791,0.38,Premium,E,VS1,60.2,58.0,1000.0,4.66,4.71,2.82 +34074,0.4,Very Good,D,VS2,59.6,58.0,851.0,4.8,4.83,2.87 +8462,1.08,Premium,F,SI2,62.3,58.0,4414.0,6.55,6.52,4.07 +41072,0.41,Premium,F,VVS2,60.1,58.0,1192.0,4.83,4.79,2.89 +46954,0.3,Premium,E,SI1,59.5,58.0,526.0,4.39,4.42,2.62 +2071,0.76,Premium,E,VS2,63.0,59.0,3107.0,5.79,5.76,3.64 +36808,0.3,Premium,G,IF,61.6,60.0,956.0,4.32,4.29,2.65 +38268,0.26,Very Good,E,SI1,62.0,54.0,384.0,4.08,4.11,2.54 +6954,0.93,Very Good,G,SI1,62.3,58.0,4144.0,6.2,6.29,3.9 +26145,2.05,Ideal,J,VS1,61.8,58.0,15450.0,8.12,8.16,5.03 +16396,1.25,Premium,I,VS1,60.4,59.0,6545.0,6.94,7.01,4.21 +42253,0.5,Very Good,E,SI1,63.7,58.0,1293.0,5.02,5.06,3.21 +11261,1.16,Premium,G,SI2,62.6,58.0,4969.0,6.72,6.66,4.19 +12703,0.26,Very Good,E,VVS1,62.9,58.0,599.0,4.06,4.08,2.56 +33922,0.3,Premium,E,VS2,62.5,59.0,844.0,4.3,4.27,2.68 +13997,1.19,Very Good,H,SI1,63.3,55.0,5698.0,6.76,6.69,4.26 +44817,0.5,Premium,G,VS1,62.5,58.0,1624.0,5.07,5.11,3.18 +1156,0.75,Good,E,SI1,58.3,60.0,2923.0,5.94,5.99,3.48 +46066,0.52,Very Good,G,VS1,62.2,63.0,1736.0,5.22,5.13,3.22 +48870,0.78,Good,J,SI1,58.0,62.0,2035.0,6.01,6.05,3.5 +42043,0.48,Good,F,VS1,61.5,60.7,1268.0,4.99,5.05,3.09 +19335,1.2,Very Good,H,VS1,60.2,57.0,8039.0,6.88,6.95,4.16 +36569,0.4,Ideal,E,SI1,61.1,56.0,945.0,4.79,4.77,2.92 +6168,1.0,Premium,H,SI1,61.8,60.0,3991.0,6.37,6.31,3.92 +34006,0.42,Premium,H,VS1,61.7,59.0,847.0,4.76,4.83,2.96 +32538,0.27,Ideal,E,VVS2,62.2,55.0,799.0,4.17,4.12,2.58 +47305,0.31,Ideal,J,VS2,62.2,55.0,396.0,4.32,4.36,2.7 +38538,0.34,Premium,D,VS2,60.4,60.0,1033.0,4.56,4.51,2.74 +4844,0.91,Very Good,H,SI1,63.4,59.0,3710.0,6.12,6.09,3.87 +41300,0.38,Ideal,E,VS1,62.2,54.0,1211.0,4.65,4.63,2.89 +2717,0.3,Ideal,E,SI1,61.9,57.0,564.0,4.29,4.32,2.66 +44554,0.58,Good,G,VS2,58.4,59.0,1605.0,5.4,5.46,3.17 +11385,0.34,Very Good,I,VVS2,61.3,57.0,596.0,4.49,4.52,2.76 +20904,1.06,Ideal,F,VVS2,62.1,57.0,9118.0,6.54,6.5,4.05 +5571,1.08,Fair,E,SI2,64.9,60.0,3861.0,6.43,6.39,4.16 +2485,0.83,Very Good,G,VS2,62.7,58.0,3195.0,5.97,6.03,3.76 +36267,0.4,Good,F,VVS2,62.2,63.0,936.0,4.66,4.69,2.91 +17689,1.3,Premium,D,SI2,60.2,59.0,7130.0,7.05,7.0,4.23 +22634,1.21,Ideal,G,VS1,61.6,57.0,10685.0,6.85,6.87,4.22 +6380,0.25,Premium,E,VVS2,61.5,59.0,576.0,4.02,4.04,2.48 +8457,1.08,Ideal,H,SI1,62.2,57.0,4413.0,6.6,6.56,4.09 +17672,1.32,Very Good,I,VS2,60.5,59.0,7125.0,7.02,7.06,4.26 +46573,0.52,Ideal,G,VVS2,61.6,56.0,1784.0,5.15,5.18,3.18 +20532,1.46,Ideal,H,SI1,62.4,55.0,8855.0,7.26,7.22,4.52 +18378,0.29,Good,E,VVS2,62.7,62.0,617.0,4.19,4.23,2.64 +48088,0.63,Very Good,H,VVS2,63.2,60.0,1932.0,5.49,5.39,3.44 +18751,1.01,Good,E,VS1,63.6,57.0,7665.0,6.41,6.35,4.06 +37277,0.23,Very Good,F,VS1,63.2,58.0,483.0,3.89,3.86,2.45 +1014,0.81,Ideal,E,SI2,63.0,56.0,2901.0,5.95,5.9,3.73 +33661,0.38,Very Good,F,VS1,60.4,60.0,835.0,4.7,4.74,2.85 +23563,1.02,Ideal,D,VVS2,62.2,59.0,11573.0,6.41,6.46,4.0 +29546,0.43,Good,G,SI1,63.1,58.0,704.0,4.75,4.79,3.01 +49133,0.56,Premium,D,VS2,61.1,58.0,2066.0,5.34,5.3,3.25 +34382,0.41,Very Good,I,VVS1,61.9,57.0,863.0,4.78,4.82,2.97 +20879,1.57,Ideal,I,SI1,62.0,59.0,9095.0,7.41,7.45,4.61 +4833,0.9,Very Good,D,SI2,62.9,59.0,3706.0,6.06,6.15,3.84 +19234,1.53,Very Good,I,SI1,63.3,58.0,7971.0,7.26,7.31,4.61 +20508,1.77,Premium,J,SI2,62.0,55.0,8840.0,7.84,7.72,4.82 +51450,0.55,Premium,F,VS2,62.5,58.0,2376.0,5.25,5.22,3.27 +42255,0.5,Good,E,SI1,62.5,59.0,1293.0,5.04,5.07,3.16 +20045,0.41,Ideal,E,SI2,61.8,54.0,625.0,4.78,4.8,2.96 +4129,1.52,Premium,I,I1,61.2,58.0,3541.0,7.43,7.35,4.52 +47607,0.72,Premium,J,SI1,62.0,58.0,1879.0,5.77,5.74,3.57 +32428,0.4,Ideal,G,VS2,62.3,54.0,792.0,4.73,4.77,2.96 +8940,1.01,Premium,F,SI2,62.6,60.0,4497.0,6.37,6.35,3.98 +47097,0.53,Very Good,D,VS2,63.4,55.0,1825.0,5.23,5.11,3.28 +13458,1.15,Ideal,E,SI1,62.7,56.0,5526.0,6.73,6.7,4.21 +6850,1.0,Very Good,E,SI2,62.8,59.0,4125.0,6.3,6.34,3.97 +7601,0.9,Very Good,H,VS2,63.6,58.0,4258.0,6.1,6.14,3.89 +14121,1.24,Very Good,H,SI2,64.0,56.0,5725.0,6.79,6.83,4.36 +40926,0.3,Ideal,E,SI1,62.1,58.0,499.0,4.27,4.29,2.66 +28528,0.31,Very Good,F,VS1,60.9,56.0,675.0,4.37,4.38,2.66 +40696,0.4,Ideal,E,VVS2,61.5,56.0,1158.0,4.74,4.79,2.93 +28003,0.3,Premium,E,VS2,61.6,58.0,658.0,4.31,4.33,2.66 +43272,0.3,Very Good,I,SI1,63.3,59.0,506.0,4.25,4.22,2.68 +32311,0.36,Very Good,E,VS2,62.8,56.0,789.0,4.51,4.54,2.84 +10717,0.31,Very Good,D,SI2,63.1,54.0,593.0,4.38,4.33,2.75 +34852,0.3,Ideal,G,VVS2,62.0,57.0,878.0,4.32,4.29,2.67 +28374,0.34,Ideal,I,IF,62.2,53.5,668.0,4.5,4.52,2.8 +25108,2.02,Premium,I,SI2,61.4,57.0,13642.0,8.18,8.08,4.99 +15201,1.15,Ideal,H,SI1,62.4,54.0,6106.0,6.71,6.76,4.2 +41985,0.51,Ideal,D,SI2,61.1,56.0,1264.0,5.16,5.18,3.16 +14301,1.03,Premium,G,SI1,59.5,60.0,5791.0,6.6,6.54,3.91 +3255,0.82,Ideal,D,SI2,62.1,57.0,3357.0,6.04,6.0,3.74 +36401,0.31,Premium,E,VS1,61.1,58.0,942.0,4.37,4.34,2.66 +44646,0.28,Very Good,H,VVS2,62.0,55.0,522.0,4.21,4.23,2.62 +38311,0.46,Ideal,J,VVS1,61.8,56.0,1018.0,4.97,4.93,3.06 +50362,0.77,Premium,F,SI2,61.6,58.0,2247.0,5.9,5.88,3.63 +15547,1.07,Premium,E,VS2,62.5,57.0,6232.0,6.6,6.53,4.1 +39870,0.3,Ideal,E,VVS1,61.2,57.0,1102.0,4.33,4.36,2.66 +23940,2.5,Premium,H,SI2,62.7,59.0,12071.0,8.65,8.61,5.41 +25945,1.51,Very Good,G,VVS2,62.6,59.0,15110.0,7.26,7.3,4.56 +18604,1.54,Very Good,I,SI2,60.1,61.0,7589.0,7.41,7.46,4.47 +39587,0.37,Premium,E,VVS2,60.9,59.0,1082.0,4.65,4.61,2.82 +5379,0.34,Premium,I,SI1,61.8,57.0,574.0,4.51,4.46,2.77 +30514,0.31,Very Good,D,SI1,63.5,56.0,732.0,4.31,4.29,2.73 +24185,2.01,Good,J,SI1,63.6,59.0,12369.0,8.01,7.96,5.08 +17821,1.25,Ideal,H,SI1,62.2,54.0,7182.0,6.93,6.88,4.3 +22082,1.22,Ideal,F,VS1,62.3,57.0,10100.0,6.83,6.79,4.24 +20258,1.2,Ideal,G,VS1,62.6,54.3,8687.0,6.76,6.8,4.25 +46396,0.72,Premium,G,SI2,62.7,57.0,1764.0,5.74,5.7,3.59 +46074,0.5,Ideal,F,VS2,62.9,55.0,1736.0,5.12,5.08,3.21 +50849,0.83,Premium,J,SI1,62.8,58.0,2311.0,6.0,5.95,3.75 +25909,2.0,Ideal,I,SI1,62.8,56.0,15043.0,8.04,7.95,5.02 +24982,1.72,Premium,H,VS2,61.3,59.0,13486.0,7.69,7.72,4.72 +44345,0.56,Very Good,H,VS1,62.8,56.0,1580.0,5.23,5.28,3.3 +45118,0.57,Very Good,D,VS2,60.4,57.0,1651.0,5.35,5.38,3.24 +6556,1.11,Ideal,J,SI2,62.5,57.0,4073.0,6.64,6.6,4.14 +34262,0.3,Ideal,H,SI1,62.1,56.0,465.0,4.3,4.32,2.67 +51142,0.91,Good,E,I1,57.7,63.0,2342.0,6.35,6.3,3.65 +10801,1.06,Ideal,F,SI1,61.3,57.0,4862.0,6.56,6.51,4.01 +16220,1.31,Ideal,H,SI2,62.2,57.0,6484.0,6.96,7.0,4.34 +13364,0.24,Very Good,F,VS2,61.9,59.0,419.0,3.98,4.0,2.47 +32967,0.32,Very Good,H,SI1,63.0,59.0,461.0,4.33,4.37,2.74 +52859,0.72,Ideal,G,VS2,62.7,56.0,2578.0,5.72,5.76,3.6 +29770,0.3,Premium,I,VVS1,62.2,58.0,709.0,4.31,4.28,2.67 +7253,1.01,Good,F,SI2,63.6,59.0,4197.0,6.37,6.34,4.04 +43441,0.5,Good,G,VS2,57.9,61.0,1415.0,5.23,5.2,3.02 +48111,0.5,Premium,G,VVS2,60.9,59.0,1935.0,5.12,5.09,3.11 +47340,0.23,Very Good,E,VVS1,62.1,58.0,530.0,3.9,3.93,2.43 +26576,2.01,Premium,H,SI1,58.2,62.0,16287.0,8.26,8.21,4.79 +11296,1.27,Very Good,H,SI2,63.1,57.0,4978.0,6.88,6.84,4.33 +51935,0.72,Ideal,F,SI1,62.5,57.0,2440.0,5.65,5.74,3.56 +43838,0.5,Very Good,E,VS2,63.6,59.0,1446.0,4.99,5.04,3.19 +23187,1.5,Premium,H,VS2,62.4,59.0,11194.0,7.32,7.29,4.56 +33603,0.31,Very Good,G,SI1,61.7,55.0,462.0,4.37,4.38,2.7 +19650,1.31,Very Good,H,VS2,60.4,58.0,8261.0,7.04,7.09,4.27 +42101,0.51,Premium,F,SI1,61.3,57.0,1274.0,5.19,5.08,3.15 +37168,0.32,Premium,D,VS2,61.7,59.0,972.0,4.43,4.38,2.72 +1933,0.81,Premium,I,VVS2,62.9,59.0,3084.0,5.95,5.84,3.71 +18596,1.03,Ideal,G,VS1,61.7,56.0,7587.0,6.47,6.53,4.01 +10256,1.01,Premium,E,SI2,61.6,56.0,4751.0,6.45,6.4,3.96 +31921,0.3,Very Good,G,VS1,63.1,56.0,776.0,4.26,4.24,2.68 +39003,0.45,Ideal,G,VS1,62.8,58.0,1055.0,4.83,4.88,3.05 +12684,1.21,Very Good,G,SI2,62.7,59.0,5308.0,6.66,6.74,4.2 +934,0.9,Fair,H,SI2,65.0,61.0,2883.0,6.01,5.96,3.89 +39315,0.51,Very Good,F,SI2,62.7,56.0,1070.0,5.06,5.08,3.18 +18575,1.07,Ideal,G,VS2,61.7,55.0,7577.0,6.53,6.57,4.04 +16843,1.0,Premium,E,VS2,62.1,59.0,6720.0,6.38,6.34,3.95 +52049,0.8,Very Good,G,SI2,63.1,59.0,2451.0,5.85,5.78,3.67 +52022,0.73,Premium,F,VS2,58.9,60.0,2446.0,5.9,5.81,3.45 +47297,0.3,Good,J,VS1,63.4,57.0,394.0,4.23,4.26,2.69 +44782,0.52,Premium,G,VS1,59.1,60.0,1622.0,5.24,5.19,3.08 +49678,0.9,Good,F,I1,64.3,58.0,2143.0,6.09,6.05,3.9 +40781,0.31,Premium,D,IF,60.2,59.0,1167.0,4.39,4.42,2.65 +42486,0.53,Good,D,SI2,63.9,55.0,1318.0,5.14,5.1,3.27 +42969,0.5,Ideal,I,VVS2,61.2,56.0,1367.0,5.13,5.16,3.15 +2595,0.71,Ideal,E,VS2,60.3,56.0,3217.0,5.8,5.84,3.51 +23724,0.25,Very Good,F,VVS1,61.1,57.0,633.0,4.05,4.08,2.48 +24769,2.02,Ideal,J,SI1,62.2,57.0,13132.0,8.06,8.11,5.03 +16894,1.0,Very Good,G,VS2,62.2,58.0,6743.0,6.35,6.39,3.96 +10120,1.02,Premium,D,SI2,61.5,56.0,4718.0,6.51,6.47,3.99 +46262,0.54,Ideal,E,VS2,61.4,57.0,1754.0,5.21,5.25,3.21 +12968,1.25,Premium,I,SI1,59.7,59.0,5390.0,7.03,6.97,4.18 +39976,0.44,Ideal,I,VVS1,61.2,55.0,1107.0,4.92,4.95,3.02 +4656,1.04,Ideal,H,SI2,62.0,57.0,3669.0,6.53,6.43,4.02 +24871,1.71,Good,E,SI1,64.0,53.0,13287.0,7.68,7.54,4.87 +8104,1.03,Ideal,J,SI2,60.6,56.0,4347.0,6.58,6.57,3.99 +20484,1.5,Premium,I,VS2,58.4,61.0,8820.0,7.48,7.42,4.35 +20817,1.55,Ideal,H,SI2,62.0,58.0,9044.0,7.44,7.39,4.6 +33891,0.3,Ideal,E,VS2,62.3,56.0,844.0,4.32,4.28,2.68 +45026,0.54,Ideal,G,VS2,62.3,54.0,1637.0,5.27,5.23,3.27 +7407,0.33,Premium,I,VVS2,61.5,58.0,579.0,4.43,4.45,2.73 +23362,0.26,Very Good,G,VS1,62.4,56.0,423.0,4.08,4.1,2.55 +39601,0.3,Ideal,I,VS1,61.0,58.0,491.0,4.3,4.33,2.63 +24251,1.53,Ideal,H,VS1,61.3,57.0,12459.0,7.38,7.41,4.53 +47897,0.72,Very Good,J,VS1,62.2,59.9,1914.0,5.67,5.69,3.53 +5690,1.01,Very Good,I,SI1,62.8,58.0,3888.0,6.37,6.4,4.01 +37892,0.46,Very Good,F,SI1,63.1,56.0,1006.0,4.9,4.87,3.08 +23216,1.71,Good,F,SI2,64.0,59.0,11225.0,7.53,7.44,4.79 +20208,1.05,Ideal,G,VVS2,62.2,56.0,8645.0,6.49,6.53,4.05 +30326,0.36,Premium,F,VS2,60.5,59.0,726.0,4.61,4.64,2.8 +35933,0.35,Premium,E,VS2,61.9,61.0,919.0,4.54,4.5,2.8 +39624,0.4,Good,F,I1,63.3,60.4,491.0,4.64,4.68,2.95 +50555,0.7,Ideal,G,SI1,62.1,58.0,2276.0,5.67,5.69,3.53 +53204,0.71,Ideal,D,SI2,61.5,56.0,2633.0,5.78,5.74,3.54 +39214,0.4,Very Good,G,VVS1,60.7,55.0,1066.0,4.81,4.84,2.93 +16568,1.01,Ideal,G,VS1,61.8,57.0,6618.0,6.45,6.4,3.97 +7371,1.01,Good,F,SI2,63.3,57.0,4221.0,6.37,6.39,4.04 +34107,0.39,Ideal,H,VVS2,61.4,56.1,853.0,4.7,4.73,2.89 +39531,0.4,Premium,I,VVS1,61.5,58.0,1080.0,4.76,4.7,2.91 +48144,0.77,Premium,J,VS2,62.1,62.0,1940.0,5.87,5.82,3.63 +24393,1.51,Ideal,G,VS2,61.8,55.0,12626.0,7.43,7.39,4.58 +11541,1.54,Premium,J,SI1,61.1,58.0,5028.0,7.48,7.41,4.55 +50596,0.71,Good,I,VVS2,63.7,56.0,2283.0,5.68,5.63,3.6 +21678,2.01,Very Good,I,SI2,61.4,63.0,9781.0,8.19,7.96,4.96 +37900,0.41,Ideal,G,VVS2,62.5,55.0,1007.0,4.75,4.76,2.97 +51363,0.51,Very Good,E,VVS2,60.0,58.0,2365.0,5.2,5.23,3.13 +38771,0.31,Ideal,E,VVS2,60.8,57.0,1046.0,4.39,4.36,2.66 +27267,2.02,Premium,G,SI1,62.8,60.0,17692.0,8.02,7.96,5.02 +3905,0.9,Very Good,H,SI2,62.1,58.0,3492.0,6.1,6.18,3.81 +15876,1.62,Premium,H,SI2,63.0,58.0,6350.0,7.47,7.41,4.69 +18418,1.24,Premium,D,SI1,62.4,59.0,7486.0,6.86,6.82,4.27 +48298,0.75,Premium,J,SI1,61.7,56.0,1958.0,5.92,5.81,3.62 +25086,1.54,Premium,G,VS1,61.9,59.0,13609.0,7.34,7.37,4.55 +5646,0.93,Very Good,D,SI1,60.8,60.0,3880.0,6.24,6.3,3.81 +37477,0.42,Premium,G,VS1,62.5,59.0,984.0,4.79,4.72,2.97 +28433,0.3,Ideal,D,VS2,61.6,56.0,670.0,4.31,4.36,2.67 +23854,1.36,Very Good,F,VS1,62.7,60.0,11946.0,7.05,7.02,4.41 +34243,0.4,Premium,D,SI2,62.1,60.0,855.0,4.75,4.69,2.93 +16056,1.08,Premium,G,VS2,59.4,59.0,6415.0,6.68,6.75,3.99 +51619,0.76,Very Good,H,SI1,62.6,58.0,2396.0,5.76,5.84,3.63 +12630,1.0,Ideal,F,SI1,62.0,57.0,5292.0,6.43,6.37,3.97 +53026,0.76,Very Good,I,VS1,63.1,58.0,2601.0,5.77,5.79,3.65 +33415,0.32,Premium,H,VVS2,61.6,55.0,828.0,4.44,4.42,2.73 +25853,2.06,Good,I,SI1,59.0,64.0,14920.0,8.39,8.13,4.89 +10572,0.94,Premium,D,SI1,58.4,58.0,4817.0,6.51,6.41,3.77 +30354,0.33,Ideal,D,SI1,62.0,56.0,728.0,4.47,4.44,2.76 +10186,1.0,Ideal,G,SI1,62.7,56.0,4737.0,6.36,6.39,4.0 +3808,0.9,Good,H,SI1,64.4,58.0,3465.0,6.04,6.08,3.9 +24280,1.72,Premium,I,VVS2,62.7,58.0,12509.0,7.6,7.54,4.75 +30331,0.36,Premium,G,VS1,62.3,59.0,726.0,4.5,4.55,2.82 +798,0.7,Very Good,E,VS2,58.7,63.0,2862.0,5.73,5.69,3.35 +17557,1.02,Good,F,VS1,63.7,57.0,7068.0,6.35,6.39,4.06 +28151,0.3,Ideal,G,VVS2,61.0,57.0,665.0,4.31,4.34,2.64 +35367,0.38,Premium,H,VS2,63.0,56.0,898.0,4.61,4.57,2.89 +35577,0.35,Ideal,F,VS2,61.9,54.0,906.0,4.54,4.5,2.8 +31106,0.41,Ideal,F,SI1,61.4,57.0,753.0,4.76,4.79,2.93 +23612,1.72,Very Good,E,SI2,61.0,57.0,11638.0,7.67,7.76,4.71 +10631,1.15,Premium,I,SI1,62.2,59.0,4830.0,6.75,6.68,4.18 +3930,0.91,Premium,H,SI2,62.1,56.0,3498.0,6.24,6.15,3.85 +2853,0.8,Very Good,H,VS1,60.9,57.0,3273.0,5.98,6.02,3.65 +36511,0.35,Ideal,F,VVS1,61.8,55.0,945.0,4.53,4.57,2.81 +49215,0.67,Very Good,G,VS2,60.4,61.0,2080.0,5.61,5.64,3.4 +5630,0.9,Very Good,H,VS2,61.6,63.0,3878.0,6.1,6.14,3.77 +5739,1.03,Good,H,SI2,65.0,57.0,3892.0,6.3,6.32,4.1 +46974,0.32,Premium,D,SI2,62.5,58.0,530.0,4.38,4.33,2.72 +32881,0.4,Very Good,J,VS1,63.2,57.0,810.0,4.73,4.7,2.98 +19725,1.09,Ideal,G,VVS2,61.2,57.0,8295.0,6.62,6.66,4.06 +26351,0.32,Very Good,G,VS1,62.4,58.0,645.0,4.35,4.4,2.73 +41680,0.54,Very Good,H,SI1,63.3,57.0,1240.0,5.22,5.15,3.28 +11659,1.07,Premium,H,SI1,62.2,57.0,5055.0,6.57,6.48,4.06 +44985,0.31,Ideal,G,SI2,61.7,56.0,523.0,4.38,4.34,2.69 +23210,1.62,Ideal,I,VS2,61.8,55.0,11217.0,7.56,7.59,4.68 +42794,0.42,Ideal,D,VS1,61.4,56.0,1350.0,4.86,4.82,2.97 +24016,1.09,Ideal,D,VVS2,61.3,57.0,12185.0,6.61,6.66,4.07 +46231,0.5,Very Good,D,VS2,62.9,61.0,1752.0,4.96,5.03,3.14 +31808,0.31,Ideal,D,VS1,61.9,53.0,774.0,4.36,4.4,2.71 +2252,0.94,Very Good,F,SI2,62.3,59.0,3150.0,6.23,6.32,3.91 +831,0.71,Ideal,H,VVS1,60.4,57.0,2867.0,5.78,5.81,3.5 +20471,1.41,Premium,H,VS2,61.2,60.0,8812.0,7.21,7.17,4.4 +15544,1.25,Premium,H,SI2,62.2,60.0,6230.0,6.83,6.8,4.24 +22557,1.11,Ideal,F,VVS1,61.9,57.0,10602.0,6.66,6.62,4.11 +30798,0.3,Ideal,D,VS1,60.8,58.0,742.0,4.31,4.34,2.63 +13947,1.04,Premium,H,VS2,60.4,59.0,5674.0,6.51,6.66,3.98 +5060,0.34,Premium,G,SI2,62.8,58.0,574.0,4.46,4.43,2.79 +18170,1.01,Ideal,G,VVS2,60.6,57.0,7366.0,6.54,6.5,3.95 +20055,0.31,Ideal,H,VVS2,62.6,56.0,625.0,4.32,4.37,2.72 +9957,1.33,Fair,F,I1,62.0,56.0,4698.0,7.05,7.01,4.36 +25839,2.04,Premium,H,SI1,58.0,59.0,14888.0,8.4,8.27,4.83 +51110,0.72,Ideal,E,SI2,61.7,57.0,2337.0,5.72,5.78,3.55 +25692,0.4,Very Good,E,SI2,62.1,60.0,644.0,4.65,4.69,2.9 +31580,0.35,Ideal,E,VS2,61.6,56.0,767.0,4.52,4.54,2.79 +351,0.72,Ideal,D,SI1,62.2,56.0,2804.0,5.74,5.77,3.58 +18615,1.58,Premium,J,VVS2,61.0,58.0,7592.0,7.56,7.49,4.59 +17666,1.03,Ideal,G,VS1,61.7,54.0,7119.0,6.49,6.52,4.01 +48659,0.34,Good,H,VS2,63.1,56.0,537.0,4.41,4.46,2.8 +21536,0.91,Ideal,E,VVS1,61.7,56.0,9636.0,6.18,6.23,3.83 +40465,0.32,Ideal,D,VVS1,61.8,56.0,1140.0,4.41,4.39,2.72 +51513,0.71,Very Good,I,VS2,61.1,60.0,2384.0,5.72,5.77,3.51 +9022,1.0,Premium,H,VS2,58.4,60.0,4514.0,6.36,6.3,3.7 +53816,0.71,Premium,E,VS2,59.0,59.0,2735.0,5.88,5.78,3.44 +18548,1.25,Premium,H,VS1,59.3,57.0,7560.0,7.11,7.05,4.2 +47775,0.51,Very Good,G,VVS2,63.3,58.0,1895.0,5.07,5.04,3.2 +10438,1.01,Premium,G,SI1,61.0,59.0,4785.0,6.45,6.51,3.95 +49067,0.7,Ideal,E,SI1,61.8,57.0,2058.0,5.71,5.68,3.52 +47878,0.52,Premium,G,VVS2,61.1,59.0,1911.0,5.15,5.2,3.16 +13058,1.01,Very Good,E,SI1,59.6,61.0,5411.0,6.47,6.51,3.87 +44183,0.56,Ideal,D,SI2,60.0,58.0,1568.0,5.42,5.38,3.24 +10499,1.19,Ideal,H,SI2,61.7,56.0,4798.0,6.83,6.78,4.2 +24609,2.06,Premium,H,SI2,62.6,58.0,12931.0,8.06,8.03,5.04 +516,0.71,Ideal,E,SI1,60.5,56.0,2823.0,5.77,5.73,3.47 +7908,0.81,Ideal,E,VS2,62.0,57.0,4314.0,5.96,5.98,3.7 +49973,0.29,Very Good,H,VVS2,61.7,55.0,541.0,4.27,4.3,2.64 +47058,0.61,Good,G,VS2,61.2,62.8,1821.0,5.38,5.42,3.3 +37684,0.38,Ideal,G,VVS1,61.9,56.0,993.0,4.67,4.7,2.9 +266,0.71,Ideal,E,SI1,61.3,55.0,2792.0,5.72,5.77,3.52 +35097,0.3,Ideal,F,IF,62.1,54.0,886.0,4.32,4.35,2.69 +46918,0.7,Ideal,J,SI1,62.0,55.0,1815.0,5.69,5.73,3.54 +45629,0.53,Very Good,F,VS2,59.2,58.0,1693.0,5.29,5.31,3.14 +28569,0.3,Good,H,VS1,63.9,55.0,675.0,4.28,4.26,2.73 +42892,0.51,Ideal,D,SI2,62.8,57.0,1359.0,5.12,5.1,3.21 +21793,1.23,Ideal,G,VS1,62.0,57.0,9863.0,6.83,6.87,4.25 +3431,0.78,Very Good,E,SI1,59.8,57.0,3385.0,5.98,6.02,3.59 +21170,1.7,Premium,I,VS2,61.3,59.0,9330.0,7.69,7.59,4.68 +39231,0.38,Ideal,D,VS1,62.2,57.0,1067.0,4.63,4.66,2.89 +33724,0.42,Very Good,D,SI2,63.1,56.0,838.0,4.8,4.74,3.01 +30175,0.38,Ideal,G,VS2,59.5,58.0,721.0,4.75,4.77,2.83 +28409,0.35,Ideal,D,SI2,62.2,56.0,669.0,4.55,4.52,2.82 +47779,0.6,Premium,D,SI1,60.4,60.0,1896.0,5.44,5.48,3.3 +23723,0.25,Very Good,F,VVS1,61.8,55.0,633.0,4.06,4.09,2.52 +31778,0.42,Premium,F,SI1,60.8,58.0,773.0,4.83,4.87,2.95 +6721,0.23,Very Good,D,VS2,60.2,57.0,577.0,4.02,4.07,2.43 +34678,0.3,Ideal,G,VVS1,62.1,56.0,873.0,4.35,4.28,2.68 +1525,0.85,Fair,G,VS1,57.7,67.0,2998.0,6.26,6.19,3.59 +14847,1.22,Very Good,I,VS2,63.3,57.0,5979.0,6.74,6.82,4.29 +12646,1.01,Fair,G,VS2,68.9,60.0,5294.0,6.06,6.02,4.17 +12661,1.02,Very Good,F,SI1,62.8,55.0,5301.0,6.4,6.43,4.03 +7487,1.02,Good,F,SI2,63.8,53.0,4238.0,6.46,6.37,4.09 +2968,0.91,Very Good,D,SI2,62.7,59.0,3298.0,6.16,6.22,3.88 +22815,1.68,Ideal,G,VS2,62.1,55.0,10838.0,7.64,7.59,4.73 +19331,1.25,Ideal,H,VVS2,60.6,57.0,8036.0,7.0,6.97,4.23 +33038,0.32,Ideal,G,VVS1,61.4,57.0,814.0,4.42,4.44,2.72 +41790,0.52,Premium,G,SI1,62.6,58.0,1249.0,5.13,5.1,3.2 +20964,1.21,Good,E,VS2,62.7,61.0,9176.0,6.67,6.72,4.2 +15637,1.01,Premium,F,VS2,62.5,58.0,6271.0,6.43,6.4,4.01 +18461,1.1,Very Good,F,VS2,60.6,58.0,7509.0,6.67,6.77,4.07 +22463,1.24,Premium,G,VVS1,60.4,59.0,10485.0,7.02,7.01,4.24 +2905,0.72,Ideal,H,IF,62.1,58.0,3283.0,5.72,5.75,3.56 +25087,2.04,Very Good,J,VS2,63.0,58.0,13609.0,7.99,8.02,5.04 +45006,0.54,Very Good,E,VS2,60.7,56.0,1637.0,5.29,5.32,3.22 +26583,2.05,Good,G,SI2,63.7,61.0,16295.0,8.03,7.99,5.1 +38890,0.4,Ideal,G,VS1,62.3,57.0,1050.0,4.73,4.68,2.93 +26871,2.4,Premium,F,SI2,62.6,59.0,16797.0,8.53,8.49,5.33 +37494,0.35,Ideal,E,VS2,61.7,56.0,984.0,4.56,4.52,2.8 +52251,0.71,Ideal,D,SI2,62.5,56.0,2487.0,5.7,5.73,3.57 +4145,1.07,Fair,G,SI2,66.8,57.0,3545.0,6.34,6.26,4.21 +16752,1.25,Ideal,E,SI2,62.3,57.0,6670.0,6.83,6.88,4.27 +46699,0.5,Ideal,D,VS1,61.9,54.0,1792.0,5.1,5.14,3.17 +8498,1.07,Ideal,G,SI2,61.7,57.0,4421.0,6.55,6.59,4.05 +27607,2.01,Good,H,VS2,64.1,59.0,18474.0,7.91,7.85,5.05 +41585,0.32,Very Good,I,SI1,62.4,58.0,388.0,4.42,4.46,2.77 +22385,1.1,Ideal,D,VVS2,61.0,56.0,10410.0,6.67,6.73,4.09 +2781,0.74,Ideal,H,VS1,62.1,55.0,3254.0,5.82,5.84,3.62 +41845,0.45,Good,G,VVS1,64.0,57.0,1254.0,4.86,4.82,3.1 +20114,1.52,Premium,J,VS1,62.2,59.0,8580.0,7.38,7.32,4.57 +6709,0.24,Very Good,E,VS1,62.5,55.0,412.0,3.96,3.98,2.48 +6946,1.0,Very Good,G,SI2,62.4,60.0,4142.0,6.31,6.36,3.95 +38943,0.31,Premium,H,VS2,61.3,60.0,489.0,4.32,4.36,2.66 +45086,0.5,Very Good,D,VS2,61.1,58.0,1646.0,5.07,5.11,3.11 +38041,0.35,Fair,F,VVS1,54.6,59.0,1011.0,4.85,4.79,2.63 +50785,0.76,Premium,E,SI2,61.3,59.0,2303.0,5.85,5.83,3.58 +42749,0.51,Good,E,SI1,63.9,54.0,1343.0,5.05,5.09,3.24 +39479,0.41,Ideal,E,VS1,61.7,55.0,1079.0,4.75,4.78,2.94 +29550,0.36,Ideal,H,VVS2,61.3,55.0,705.0,4.62,4.64,2.84 +15762,1.16,Very Good,F,SI1,63.4,55.0,6301.0,6.73,6.65,4.24 +37858,0.44,Premium,E,VS2,60.4,58.0,1003.0,4.87,4.93,2.96 +25122,2.01,Very Good,I,SI2,59.5,58.0,13669.0,8.18,8.21,4.88 +24412,2.0,Ideal,H,SI1,61.8,57.0,12654.0,8.05,8.01,4.96 +35610,0.31,Premium,G,VVS2,60.5,58.0,907.0,4.43,4.39,2.67 +20356,1.01,Good,E,VVS2,63.3,58.0,8752.0,6.31,6.39,4.02 +3421,0.9,Fair,D,SI1,66.4,59.0,3382.0,5.97,5.92,3.95 +15175,1.01,Premium,F,VS2,61.1,59.0,6097.0,6.44,6.35,3.91 +45105,0.59,Ideal,H,VS2,62.2,59.0,1648.0,5.38,5.34,3.33 +23790,1.7,Premium,H,SI1,61.8,61.0,11848.0,7.59,7.52,4.67 +38585,0.5,Premium,J,VS1,62.4,61.0,1035.0,4.98,4.96,3.1 +49636,0.32,Very Good,I,SI1,63.5,57.0,540.0,4.33,4.3,2.74 +41924,0.5,Premium,E,SI2,60.1,60.0,1262.0,5.13,5.05,3.06 +40921,0.29,Very Good,E,VS1,60.4,58.0,499.0,4.28,4.33,2.6 +27740,2.8,Good,G,SI2,63.8,58.0,18788.0,8.9,8.85,0.0 +16468,1.02,Very Good,E,VS2,63.2,60.0,6580.0,6.34,6.29,3.99 +18521,1.6,Very Good,J,SI1,62.7,58.0,7550.0,7.37,7.41,4.63 +11189,1.18,Premium,I,SI1,60.5,59.0,4956.0,6.9,6.82,4.15 +26157,1.92,Ideal,H,SI1,61.3,57.0,15472.0,8.0,8.06,4.92 +50742,0.71,Premium,F,SI1,60.4,58.0,2297.0,5.8,5.83,3.51 +4894,0.73,Very Good,F,VVS1,60.6,56.0,3720.0,5.79,5.83,3.52 +28604,0.3,Premium,E,SI1,59.8,60.0,675.0,4.35,4.31,2.59 +3870,1.13,Premium,H,I1,62.7,59.0,3480.0,6.58,6.63,4.14 +19683,0.33,Very Good,G,VS2,61.5,59.4,623.0,4.45,4.49,2.75 +20235,1.7,Premium,I,SI1,58.6,59.0,8663.0,7.79,7.75,4.55 +52671,0.7,Premium,D,SI1,62.6,58.0,2550.0,5.67,5.6,3.53 +12167,1.03,Ideal,I,VS1,61.3,53.0,5181.0,6.54,6.57,4.01 +23718,0.25,Very Good,F,VVS2,61.6,57.0,633.0,4.05,4.08,2.5 +237,0.83,Very Good,I,VS1,61.1,60.0,2788.0,6.07,6.1,3.72 +51151,1.02,Good,G,I1,57.4,59.0,2344.0,6.64,6.6,3.8 +52778,0.7,Very Good,I,VVS1,62.1,58.0,2565.0,5.62,5.65,3.5 +407,0.29,Very Good,E,VS1,62.4,55.0,555.0,4.2,4.25,2.63 +2674,0.71,Ideal,E,VS1,62.7,57.0,3238.0,5.66,5.69,3.56 +39711,0.44,Premium,D,SI1,61.9,59.0,1089.0,4.9,4.86,3.02 +20678,1.0,Ideal,F,VVS2,61.7,53.0,8958.0,6.46,6.48,3.99 +9761,0.9,Ideal,D,SI1,61.3,58.0,4661.0,6.16,6.21,3.79 +1269,0.9,Premium,I,SI2,60.6,60.0,2948.0,6.28,6.23,3.79 +36099,0.32,Ideal,F,VVS1,61.4,56.0,926.0,4.38,4.42,2.7 +42540,0.4,Premium,D,VVS2,60.7,60.0,1323.0,4.78,4.74,2.89 +19855,1.2,Ideal,G,VS2,62.8,54.0,8414.0,6.75,6.79,4.25 +1924,0.86,Premium,H,VS2,61.3,59.0,3082.0,6.17,6.1,3.76 +14741,1.01,Ideal,H,VS2,61.7,56.0,5936.0,6.45,6.47,3.98 +41241,0.73,Premium,F,I1,59.3,61.0,1207.0,5.88,5.75,3.46 +44629,0.56,Ideal,D,SI1,62.5,56.0,1608.0,5.24,5.28,3.29 +7966,1.09,Premium,G,SI1,62.5,59.0,4322.0,6.56,6.53,4.09 +19138,1.26,Premium,D,SI1,59.5,59.0,7903.0,7.13,7.06,4.22 +39172,0.35,Ideal,D,VS2,60.7,56.0,1063.0,4.6,4.56,2.78 +41270,0.31,Ideal,I,VS1,61.7,54.6,502.0,4.38,4.39,2.71 +49294,0.33,Ideal,H,VS2,61.1,56.0,539.0,4.5,4.54,2.76 +10571,1.11,Good,I,VS1,59.2,64.0,4817.0,6.8,6.77,4.02 +7178,1.01,Good,G,SI2,63.8,53.0,4185.0,6.41,6.31,4.06 +48412,0.51,Very Good,E,VS1,62.8,57.1,1970.0,5.07,5.1,3.2 +22399,1.5,Very Good,H,VS2,58.9,59.0,10424.0,7.34,7.43,4.35 +25061,1.62,Premium,G,VS2,62.3,58.0,13578.0,7.49,7.54,4.68 +2040,0.7,Good,D,VS1,60.4,63.0,3107.0,5.73,5.76,3.47 +49735,0.74,Ideal,J,VS1,61.6,57.0,2154.0,5.77,5.83,3.57 +38476,0.42,Ideal,F,VS1,61.9,57.0,1031.0,4.79,4.81,2.97 +23368,0.3,Ideal,H,SI1,61.3,59.0,425.0,4.29,4.33,2.64 +39961,0.5,Good,J,VVS2,64.1,57.0,1105.0,5.0,4.95,3.19 +11118,1.13,Ideal,I,SI1,61.4,57.0,4936.0,6.72,6.69,4.12 +45871,0.51,Premium,D,VS2,62.7,59.0,1716.0,5.05,5.09,3.18 +16219,1.06,Very Good,G,VS2,61.7,57.0,6483.0,6.5,6.57,4.03 +7389,0.33,Very Good,I,VVS2,62.1,56.0,579.0,4.41,4.45,2.75 +31060,0.31,Ideal,D,VS1,60.5,57.0,752.0,4.39,4.41,2.66 +2122,0.9,Very Good,I,SI1,63.2,56.0,3120.0,6.15,6.12,3.88 +23878,2.24,Premium,J,VS1,60.9,58.0,11970.0,8.46,8.41,5.14 +29844,0.3,Ideal,D,VS2,62.3,56.0,710.0,4.29,4.32,2.68 +21110,1.21,Premium,F,VS1,60.1,58.0,9279.0,6.89,6.98,4.17 +28654,0.33,Very Good,E,VS2,60.6,58.0,675.0,4.45,4.49,2.71 +10060,0.31,Ideal,F,VS2,61.3,55.0,591.0,4.35,4.39,2.68 +48117,0.66,Ideal,H,SI1,61.6,55.0,1936.0,5.63,5.66,3.48 +9652,1.01,Premium,H,SI1,62.5,59.0,4642.0,6.44,6.33,3.99 +48851,0.56,Ideal,E,VS1,61.3,55.0,2032.0,5.32,5.29,3.25 +12488,1.06,Ideal,H,SI1,61.7,60.0,5255.0,6.48,6.52,4.01 +14320,1.03,Very Good,E,VS2,61.3,61.0,5800.0,6.46,6.53,3.98 +51592,0.77,Good,H,SI1,63.0,65.0,2393.0,5.82,5.74,3.64 +46627,0.3,Premium,E,SI1,60.0,60.0,526.0,4.36,4.38,2.62 +35513,0.41,Very Good,E,SI1,63.2,58.0,904.0,4.72,4.68,2.97 +10816,1.01,Good,H,SI2,63.0,61.0,4865.0,6.32,6.29,3.97 +1188,0.72,Ideal,F,VS2,61.8,59.0,2931.0,5.71,5.74,3.54 +7821,1.0,Fair,G,SI1,66.2,58.0,4295.0,6.25,6.15,4.11 +42706,0.56,Very Good,F,SI1,63.3,56.0,1338.0,5.26,5.22,3.32 +29686,0.35,Ideal,D,VS2,60.5,56.0,707.0,4.6,4.63,2.79 +25872,1.62,Premium,F,VS2,61.1,60.0,14961.0,7.57,7.56,4.62 +43063,0.45,Ideal,G,IF,61.4,56.0,1377.0,4.96,4.97,3.05 +36604,0.32,Ideal,D,SI2,59.5,57.0,477.0,4.47,4.5,2.67 +3903,0.9,Premium,G,SI2,59.9,58.0,3492.0,6.22,6.27,3.74 +21268,1.21,Premium,F,VS2,62.2,60.0,9419.0,6.75,6.72,4.19 +14506,1.0,Very Good,G,VS2,61.5,58.0,5860.0,6.36,6.39,3.92 +44037,0.42,Ideal,D,VVS1,61.8,56.0,1547.0,4.79,4.82,2.97 +24374,0.38,Ideal,H,SI1,61.2,55.1,637.0,4.69,4.73,2.88 +44086,0.52,Good,E,VS2,63.3,56.0,1554.0,5.08,5.12,3.23 +5231,0.77,Ideal,G,VS2,61.7,55.0,3786.0,5.89,5.91,3.64 +2502,0.71,Ideal,E,VS1,62.3,56.0,3198.0,5.66,5.7,3.54 +33867,0.3,Ideal,E,VS2,61.6,55.0,844.0,4.33,4.31,2.66 +649,0.72,Ideal,E,VS2,62.0,57.0,2843.0,5.71,5.74,3.55 +24103,1.7,Very Good,H,VS2,61.8,59.0,12257.0,7.58,7.66,4.71 +36770,0.34,Ideal,F,VS1,62.2,56.0,956.0,4.47,4.44,2.77 +11314,1.15,Premium,G,SI2,62.2,60.0,4985.0,6.69,6.66,4.15 +34322,0.36,Premium,E,VVS2,61.7,59.0,859.0,4.52,4.56,2.8 +18703,0.36,Good,D,SI1,63.2,56.0,619.0,4.52,4.56,2.87 +45493,0.55,Ideal,F,VS2,61.3,55.0,1679.0,5.29,5.31,3.25 +32654,0.31,Premium,H,VVS2,61.4,58.0,802.0,4.35,4.32,2.66 +49701,0.7,Very Good,I,SI1,62.2,55.0,2147.0,5.62,5.67,3.51 +36656,0.41,Good,D,VVS2,63.3,59.0,949.0,4.71,4.73,2.99 +29790,0.3,Ideal,D,SI1,61.0,56.0,709.0,4.33,4.3,2.63 +43209,0.5,Good,E,VS2,59.8,57.0,1395.0,5.12,5.18,3.08 +9432,1.09,Very Good,G,SI2,62.1,57.0,4591.0,6.58,6.63,4.1 +6794,0.9,Good,I,VVS1,63.6,58.0,4114.0,6.14,6.1,3.89 +21463,1.52,Premium,I,VS1,61.1,58.0,9557.0,7.44,7.38,4.53 +33142,0.31,Ideal,G,VVS1,59.5,56.0,816.0,4.41,4.43,2.63 +30516,0.31,Good,D,SI1,63.9,54.0,732.0,4.3,4.27,2.74 +12498,1.15,Very Good,E,SI2,60.0,59.0,5257.0,6.78,6.82,4.08 +18613,1.58,Ideal,J,SI1,61.6,56.0,7592.0,7.53,7.5,4.63 +5368,0.92,Very Good,G,SI1,61.5,60.0,3817.0,6.19,6.26,3.83 +50841,0.9,Fair,G,I1,66.0,58.0,2310.0,5.96,5.88,3.91 +41594,0.24,Very Good,G,VS1,62.4,56.0,391.0,3.99,4.03,2.5 +35906,0.32,Ideal,G,IF,61.8,55.0,918.0,4.41,4.43,2.73 +35088,0.3,Ideal,F,IF,61.8,56.0,886.0,4.29,4.32,2.66 +42073,0.55,Good,D,SI2,63.3,56.0,1272.0,5.21,5.24,3.31 +39979,0.5,Good,G,SI2,63.8,57.0,1107.0,5.02,4.98,3.19 +19125,0.83,Very Good,D,IF,59.7,53.0,7889.0,6.14,6.23,3.69 +32128,0.41,Very Good,J,VS2,63.4,56.0,784.0,4.73,4.7,2.99 +45311,0.3,Premium,F,VS2,61.8,60.0,524.0,4.27,4.3,2.65 +36009,0.31,Ideal,F,IF,61.1,54.0,921.0,4.39,4.42,2.69 +18667,1.27,Ideal,E,SI1,62.4,58.0,7631.0,6.87,6.91,4.3 +41874,0.38,Premium,D,VVS2,60.0,62.0,1257.0,4.73,4.7,2.83 +28899,0.3,Good,G,VVS2,63.8,57.0,684.0,4.24,4.26,2.71 +14331,1.0,Ideal,D,SI1,61.9,57.0,5804.0,6.39,6.41,3.96 +41699,0.45,Good,E,VS1,61.7,63.0,1241.0,4.88,4.91,3.02 +41237,0.33,Ideal,E,IF,61.9,57.0,1207.0,4.45,4.41,2.74 +41674,0.33,Ideal,F,IF,60.8,55.0,1240.0,4.49,4.53,2.74 +44924,0.5,Ideal,F,VS2,61.4,57.0,1632.0,5.16,5.13,3.16 +16854,1.2,Premium,H,VS1,58.5,61.0,6720.0,6.98,6.93,4.07 +9154,1.02,Ideal,H,SI1,61.6,57.0,4540.0,6.43,6.5,3.98 +34071,0.3,Premium,E,VS1,60.6,62.0,851.0,4.3,4.28,2.6 +22877,1.26,Ideal,G,VVS1,62.1,57.0,10916.0,7.01,6.91,4.32 +30474,0.31,Ideal,I,VVS1,61.4,54.0,732.0,4.41,4.38,2.7 +42898,0.56,Very Good,G,SI1,61.8,55.0,1361.0,5.28,5.33,3.28 +39115,0.41,Premium,G,VS2,59.8,61.0,1061.0,4.82,4.78,2.87 +2194,0.72,Very Good,D,VS2,63.1,59.0,3139.0,5.67,5.7,3.59 +27192,2.02,Premium,H,SI1,61.1,60.0,17489.0,8.19,8.11,4.98 +30209,0.43,Good,E,SI1,60.6,61.0,723.0,4.96,4.98,3.01 +7196,0.87,Premium,D,SI1,62.1,58.0,4189.0,6.08,6.13,3.79 +8837,1.02,Very Good,E,SI2,63.3,59.0,4478.0,6.42,6.32,4.03 +29611,0.23,Very Good,G,VVS2,58.1,59.0,438.0,4.09,4.03,2.36 +25685,0.33,Very Good,G,VS1,61.2,57.0,643.0,4.46,4.49,2.73 +16640,1.32,Premium,I,SI1,60.3,60.0,6653.0,7.14,7.09,4.29 +30946,0.32,Ideal,D,SI2,62.1,55.0,449.0,4.38,4.4,2.73 +17273,1.61,Very Good,G,SI2,63.4,55.0,6915.0,7.47,7.35,4.7 +26420,2.02,Ideal,I,SI1,61.9,58.0,15942.0,8.07,8.18,5.03 +44719,0.62,Ideal,I,VVS2,62.6,57.0,1615.0,5.47,5.5,3.44 +3147,0.77,Ideal,H,VS2,60.9,56.0,3332.0,5.89,5.94,3.61 +35597,0.31,Premium,H,VVS1,63.0,58.0,907.0,4.37,4.33,2.74 +22043,0.31,Very Good,I,VS1,63.2,56.0,628.0,4.33,4.28,2.72 +52402,0.65,Premium,G,VVS1,59.3,57.0,2510.0,5.59,5.47,3.28 +5261,1.19,Ideal,H,I1,60.3,57.0,3794.0,6.83,6.93,4.15 +18411,1.5,Very Good,H,VS2,63.2,58.0,7484.0,7.26,7.21,4.57 +9451,0.9,Very Good,I,IF,62.6,59.0,4596.0,6.12,6.15,3.84 +43046,0.51,Ideal,H,VS2,61.4,56.0,1375.0,5.14,5.19,3.17 +23959,1.32,Ideal,G,VS1,61.6,57.0,12094.0,6.97,7.05,4.32 +3230,0.53,Ideal,E,VVS1,61.5,54.0,3352.0,5.25,5.23,3.22 +25721,2.01,Very Good,I,SI2,60.5,59.0,14637.0,8.19,8.26,4.98 +37516,0.44,Very Good,H,VVS1,61.0,59.0,986.0,4.87,4.9,2.98 +42592,0.5,Very Good,E,SI1,62.7,55.0,1331.0,5.06,5.09,3.18 +44066,0.54,Good,D,SI1,63.2,55.0,1551.0,5.17,5.21,3.28 +41031,0.41,Ideal,H,IF,61.8,55.0,1187.0,4.76,4.79,2.95 +35493,0.41,Ideal,F,SI1,61.6,57.0,904.0,4.8,4.78,2.95 +44566,0.52,Ideal,D,SI1,63.0,57.0,1605.0,5.14,5.12,3.23 +42739,0.51,Ideal,E,SI1,62.5,56.0,1343.0,5.07,5.1,3.18 +16818,1.08,Good,G,VS2,58.9,58.0,6708.0,6.69,6.75,3.96 +32676,0.31,Premium,G,VS1,62.4,59.0,802.0,4.34,4.32,2.7 +53286,0.3,Premium,I,VVS1,62.6,60.0,552.0,4.25,4.28,2.67 +37872,0.39,Ideal,E,VS1,62.3,54.4,1004.0,4.66,4.69,2.91 +52989,0.74,Premium,E,SI2,62.6,58.0,2594.0,5.73,5.77,3.6 +22640,1.01,Ideal,F,IF,62.0,58.0,10688.0,6.41,6.46,3.99 +29822,0.3,Premium,F,VS1,61.0,60.0,709.0,4.3,4.22,2.6 +35798,0.34,Ideal,F,VVS2,61.8,56.0,914.0,4.49,4.47,2.77 +45200,0.51,Ideal,E,VS2,62.6,55.0,1656.0,5.08,5.11,3.19 +3389,0.31,Very Good,F,SI2,63.0,58.0,408.0,4.34,4.36,2.74 +6312,1.13,Good,F,SI2,64.0,58.0,4025.0,6.58,6.52,4.19 +22041,0.31,Premium,I,VS1,59.2,60.0,628.0,4.45,4.4,2.62 +29237,0.4,Ideal,E,SI1,61.9,57.0,696.0,4.74,4.76,2.94 +26717,0.32,Very Good,G,VS1,62.9,57.0,645.0,4.37,4.4,2.76 +44908,0.59,Ideal,E,SI1,62.2,57.0,1630.0,5.34,5.37,3.33 +5050,0.31,Premium,H,SI1,61.1,55.0,573.0,4.39,4.35,2.67 +29888,0.3,Very Good,E,VS1,61.9,60.0,710.0,4.26,4.3,2.65 +18208,1.25,Premium,G,VVS1,62.0,58.0,7389.0,6.96,6.87,4.29 +16447,1.21,Premium,H,SI1,62.4,56.0,6566.0,6.83,6.79,4.25 +27696,0.4,Ideal,G,SI2,62.1,57.0,648.0,4.72,4.75,2.94 +40911,0.42,Good,G,VVS1,63.6,55.0,1179.0,4.75,4.78,3.03 +32772,0.34,Ideal,D,SI1,62.7,56.0,803.0,4.48,4.45,2.8 +23943,2.03,Premium,J,SI2,60.9,60.0,12078.0,8.21,8.1,4.97 +23569,1.5,Good,G,VS2,63.3,62.0,11577.0,7.08,7.2,4.52 +19963,1.52,Premium,G,SI1,62.2,58.0,8512.0,7.39,7.33,4.58 +11494,1.08,Very Good,E,SI2,62.9,59.0,5018.0,6.44,6.53,4.08 +35692,0.44,Ideal,H,SI1,61.6,56.0,911.0,4.87,4.93,3.02 +35081,0.39,Ideal,G,VVS2,62.1,56.0,886.0,4.67,4.7,2.91 +50981,0.31,Ideal,H,VS1,61.6,56.0,544.0,4.34,4.36,2.68 +34625,0.31,Premium,E,VS2,61.0,58.0,872.0,4.39,4.37,2.67 +43909,0.25,Very Good,D,VVS2,63.0,56.0,512.0,3.98,4.02,2.52 +17644,1.01,Very Good,F,VS1,63.2,58.0,7107.0,6.32,6.34,4.0 +42704,0.52,Good,F,SI1,63.8,56.0,1338.0,5.12,5.07,3.25 +47714,0.54,Very Good,D,VS2,60.5,59.0,1885.0,5.24,5.28,3.18 +45100,0.57,Very Good,G,VS1,59.3,56.0,1648.0,5.38,5.44,3.21 +37914,0.41,Premium,D,VS2,62.4,60.0,1007.0,4.71,4.75,2.95 +8406,1.07,Premium,G,SI2,62.9,59.0,4401.0,6.58,6.51,4.12 +23634,1.5,Premium,I,VS2,61.4,58.0,11655.0,7.28,7.24,4.46 +3045,0.27,Very Good,G,VVS1,60.1,58.0,566.0,4.21,4.23,2.53 +2173,0.71,Ideal,D,VS2,60.4,57.0,3135.0,5.77,5.82,3.5 +2604,0.72,Very Good,F,VS1,63.3,58.0,3219.0,5.66,5.71,3.6 +37056,0.43,Ideal,G,SI1,62.9,55.0,968.0,4.87,4.83,3.05 +39991,0.41,Ideal,F,VS2,60.8,56.0,1107.0,4.81,4.8,2.92 +34242,0.4,Premium,D,SI2,61.7,58.0,855.0,4.74,4.69,2.91 +14959,1.21,Ideal,H,SI1,62.6,53.0,6025.0,6.87,6.8,4.28 +6534,0.84,Ideal,E,SI1,61.7,53.0,4068.0,6.08,6.11,3.76 +41813,0.54,Premium,E,SI2,61.9,58.0,1250.0,5.24,5.19,3.23 +53559,0.71,Ideal,D,SI1,63.0,55.0,2694.0,5.64,5.57,3.53 +24632,2.01,Very Good,J,VS2,60.8,58.0,12968.0,8.08,8.16,4.94 +53574,0.7,Ideal,E,VS2,62.8,57.0,2697.0,5.71,5.62,3.56 +48955,0.7,Very Good,H,SI1,63.0,55.0,2048.0,5.59,5.64,3.54 +49643,0.32,Good,F,SI2,63.8,55.0,540.0,4.35,4.34,2.77 +32064,0.33,Ideal,D,SI1,61.3,56.0,780.0,4.46,4.44,2.73 +8321,1.0,Premium,E,SI2,62.2,59.0,4390.0,6.38,6.35,3.96 +37411,0.38,Premium,H,VS1,61.6,58.0,983.0,4.7,4.65,2.88 +52117,0.71,Ideal,I,VVS2,60.6,57.0,2463.0,5.73,5.78,3.49 +8861,0.97,Premium,F,SI1,62.7,59.0,4481.0,6.31,6.28,3.95 +15690,1.04,Premium,G,VS2,62.5,58.0,6290.0,6.47,6.43,4.03 +6077,0.91,Very Good,E,SI2,62.8,59.0,3968.0,6.13,6.16,3.86 +44213,0.52,Very Good,E,VS2,62.8,58.0,1571.0,5.11,5.14,3.22 +46815,0.5,Premium,D,VS1,62.8,58.0,1807.0,5.05,5.01,3.16 +41633,0.3,Very Good,H,SI1,58.7,63.0,504.0,4.37,4.32,2.55 +10989,1.02,Premium,D,SI2,59.5,62.0,4912.0,6.56,6.52,3.89 +45335,0.51,Good,E,VS2,63.8,57.0,1662.0,5.07,5.05,3.23 +52344,0.7,Good,E,SI1,57.5,62.0,2498.0,5.81,5.85,3.35 +11458,1.14,Premium,I,VS2,62.8,60.0,5008.0,6.68,6.59,4.17 +19242,1.15,Very Good,D,VS1,62.9,54.0,7978.0,6.72,6.69,4.22 +16682,0.29,Ideal,G,SI1,62.1,54.0,420.0,4.25,4.29,2.65 +23886,1.52,Premium,H,VVS2,61.2,58.0,11979.0,7.48,7.41,4.56 +33377,0.41,Good,I,VVS2,63.1,56.0,827.0,4.72,4.75,2.99 +34751,0.41,Premium,H,SI1,62.0,59.0,876.0,4.8,4.78,2.97 +18803,1.71,Ideal,J,SI2,60.8,57.0,7695.0,7.69,7.64,4.66 +2590,0.71,Ideal,D,VS2,62.5,55.0,3217.0,5.71,5.74,3.58 +25824,1.51,Ideal,E,VS2,62.8,56.0,14844.0,7.31,7.24,4.57 +7076,0.33,Very Good,H,VS1,60.0,61.0,579.0,4.48,4.52,2.7 +27427,2.16,Ideal,I,SI1,62.0,56.0,18029.0,8.28,8.3,5.14 +24150,1.51,Premium,E,SI1,62.4,59.0,12319.0,7.33,7.29,4.56 +21665,1.25,Ideal,F,VS1,62.0,55.0,9761.0,6.95,6.91,4.3 +42045,0.51,Good,D,SI2,63.9,55.0,1268.0,5.1,5.04,3.24 +6272,0.71,Very Good,D,VVS2,61.7,58.0,4014.0,5.71,5.74,3.53 +22108,1.5,Good,F,VS2,64.0,56.0,10134.0,7.18,7.13,4.64 +51545,0.71,Premium,E,SI2,62.2,57.0,2386.0,5.74,5.68,3.55 +29857,0.3,Ideal,E,VS1,60.8,57.0,710.0,4.33,4.36,2.64 +38600,0.53,Ideal,I,SI1,61.5,54.0,1038.0,5.22,5.26,3.22 +30076,0.32,Premium,E,SI1,60.1,60.0,720.0,4.47,4.42,2.67 +81,0.26,Very Good,E,VVS1,63.4,59.0,554.0,4.0,4.04,2.55 +30277,0.23,Good,F,VS2,63.8,57.0,447.0,3.93,3.84,2.48 +10098,1.05,Ideal,E,SI2,60.3,61.0,4714.0,6.56,6.6,3.97 +10537,1.0,Premium,E,SI1,61.0,61.0,4805.0,6.45,6.4,3.92 +42580,0.51,Ideal,G,SI1,61.3,55.0,1329.0,5.18,5.22,3.19 +29622,0.3,Good,J,SI1,64.0,55.0,439.0,4.28,4.25,2.73 +53896,0.7,Good,F,VS1,57.8,61.0,2751.0,5.83,5.79,3.36 +46696,0.5,Good,G,VVS2,64.1,56.0,1791.0,5.06,5.02,3.23 +52837,0.71,Very Good,E,SI1,59.7,58.0,2574.0,5.76,5.8,3.45 +45395,0.63,Premium,I,VS1,62.0,58.0,1667.0,5.52,5.45,3.4 +36118,0.45,Very Good,D,SI1,61.0,59.0,927.0,4.94,5.0,3.03 +30074,0.32,Premium,E,SI1,62.2,57.0,720.0,4.43,4.38,2.74 +23540,3.0,Good,E,I1,64.2,65.0,11548.0,9.08,8.96,5.79 +19774,1.52,Premium,F,SI2,62.3,59.0,8342.0,7.37,7.33,4.58 +4713,0.31,Good,D,SI1,63.5,55.0,571.0,4.27,4.3,2.72 +43995,0.3,Ideal,I,SI1,61.3,56.0,394.0,4.32,4.33,2.65 +1603,0.7,Ideal,F,VS2,61.8,57.0,3011.0,5.67,5.75,3.53 +20411,1.0,Very Good,F,VVS2,62.3,57.0,8772.0,6.34,6.41,3.97 +9354,1.07,Premium,G,SI2,62.1,59.0,4584.0,6.54,6.48,4.04 +49473,0.68,Very Good,G,VS1,60.7,58.0,2114.0,5.68,5.75,3.47 +37316,0.38,Ideal,E,VS1,61.9,55.2,979.0,4.62,4.65,2.87 +6584,1.03,Ideal,I,SI1,61.3,56.0,4078.0,6.49,6.53,3.99 +13294,1.23,Good,H,SI1,63.7,59.0,5490.0,6.76,6.71,4.29 +25536,1.75,Very Good,H,VS1,63.3,56.0,14359.0,7.63,7.53,4.8 +6111,1.11,Premium,I,SI1,61.9,58.0,3978.0,6.63,6.61,4.1 +5745,0.9,Ideal,G,SI1,60.2,56.0,3894.0,6.24,6.29,3.77 +36397,0.31,Ideal,E,VS1,61.9,56.0,942.0,4.34,4.32,2.68 +33609,0.31,Ideal,D,SI2,62.0,56.0,462.0,4.33,4.35,2.69 +15931,1.0,Good,G,VS2,59.1,62.0,6369.0,6.42,6.45,3.8 +13726,0.27,Premium,E,VS1,60.2,59.0,603.0,4.24,4.2,2.54 +39066,0.4,Ideal,G,VVS1,62.2,54.0,1059.0,4.73,4.76,2.95 +38453,0.31,Ideal,F,VVS1,61.9,55.0,1028.0,4.42,4.37,2.72 +12420,1.01,Ideal,H,VS2,61.0,59.0,5238.0,6.51,6.47,3.96 +6249,0.9,Good,G,SI1,62.5,62.0,4008.0,6.04,6.09,3.79 +11406,1.08,Ideal,I,VS2,61.6,56.0,5000.0,6.63,6.59,4.07 +53573,0.72,Very Good,D,VS2,61.0,59.0,2697.0,5.74,5.77,3.51 +34192,0.33,Ideal,F,VS2,61.6,56.0,854.0,4.46,4.44,2.74 +4086,0.77,Ideal,F,VS2,61.8,56.0,3533.0,5.9,5.92,3.65 +49881,0.7,Premium,H,SI1,60.3,55.0,2176.0,5.8,5.75,3.48 +43961,0.34,Ideal,H,VS2,61.8,55.0,517.0,4.49,4.51,2.78 +41422,0.52,Very Good,F,SI1,62.3,55.0,1227.0,5.14,5.17,3.21 +8186,1.2,Ideal,I,SI1,62.2,57.0,4368.0,6.8,6.77,4.22 +47654,0.23,Ideal,F,VVS1,62.7,57.0,530.0,3.9,3.92,2.45 +38090,0.3,Ideal,E,VVS2,61.4,57.0,1013.0,4.34,4.32,2.66 +17044,0.28,Very Good,F,IF,62.2,55.0,612.0,4.23,4.26,2.64 +6675,0.9,Very Good,I,VVS1,61.3,59.0,4099.0,6.17,6.2,3.79 +3212,0.7,Premium,F,VVS1,61.8,60.0,3348.0,5.67,5.63,3.49 +43932,0.3,Ideal,I,VVS2,62.2,55.0,515.0,4.3,4.32,2.68 +25868,1.26,Premium,E,VVS1,59.8,59.0,14952.0,6.99,7.08,4.21 +28176,0.35,Ideal,F,VS1,62.4,55.0,665.0,4.49,4.52,2.81 +26292,1.5,Ideal,D,VS2,62.0,57.0,15788.0,7.34,7.37,4.56 +32461,0.36,Ideal,G,VVS2,61.8,54.0,794.0,4.59,4.61,2.84 +50840,0.7,Ideal,G,SI1,61.9,58.0,2310.0,5.69,5.72,3.53 +24699,0.3,Very Good,H,VVS1,62.6,56.0,638.0,4.25,4.28,2.67 +14449,1.01,Very Good,D,SI1,62.8,60.0,5832.0,6.36,6.42,4.01 +45997,0.53,Very Good,D,SI1,60.0,59.8,1724.0,5.25,5.26,3.15 +26344,0.32,Ideal,F,VS2,60.3,55.0,645.0,4.4,4.45,2.67 +24067,2.01,Premium,J,SI1,60.7,61.0,12209.0,8.15,8.1,4.93 +5655,0.9,Premium,F,SI1,62.5,62.0,3881.0,6.11,6.08,3.81 +25550,1.85,Ideal,I,VVS2,62.4,57.0,14375.0,7.91,7.86,4.92 +41159,0.38,Very Good,F,VVS1,61.6,58.0,1200.0,4.61,4.65,2.85 +12563,1.52,Ideal,H,SI2,59.9,55.0,5277.0,7.54,7.45,4.49 +17659,1.0,Ideal,G,VS1,62.7,53.0,7114.0,6.39,6.46,4.03 +23534,1.03,Premium,E,VVS1,58.8,59.0,11538.0,6.63,6.6,3.89 +3063,0.62,Ideal,G,IF,61.8,56.0,3310.0,5.45,5.48,3.38 +33485,0.32,Premium,F,VS2,61.4,60.0,828.0,4.42,4.38,2.7 +51525,0.72,Very Good,I,VVS2,62.7,54.0,2386.0,5.74,5.8,3.62 +42978,0.41,Ideal,E,VVS1,61.9,55.0,1367.0,4.78,4.79,2.96 +51767,0.7,Very Good,D,SI1,61.0,59.0,2409.0,5.67,5.7,3.47 +50707,0.74,Premium,D,SI2,61.8,59.0,2291.0,5.85,5.83,3.61 +52532,0.72,Ideal,I,VVS2,61.7,55.0,2530.0,5.71,5.76,3.54 +4811,1.02,Premium,H,SI2,59.2,59.0,3701.0,6.57,6.54,3.88 +24068,2.0,Premium,H,SI2,58.9,57.0,12210.0,8.09,58.9,8.06 +1235,0.71,Premium,F,VS1,61.1,58.0,2942.0,5.76,5.72,3.51 +5296,0.9,Good,G,VS2,64.0,59.0,3801.0,6.04,6.08,3.88 +9477,1.02,Very Good,H,SI1,62.6,59.0,4604.0,6.38,6.43,4.01 +34215,0.39,Premium,G,VS1,62.6,58.0,855.0,4.66,4.7,2.93 +19087,1.02,Very Good,G,VVS1,62.1,59.0,7861.0,6.36,6.39,3.96 +43138,0.56,Ideal,H,VS2,60.9,57.0,1388.0,5.32,5.36,3.25 +42597,0.5,Ideal,E,SI1,62.8,57.0,1331.0,5.05,5.08,3.18 +17997,1.19,Premium,H,VS1,62.4,59.0,7277.0,6.79,6.73,4.22 +20575,1.29,Ideal,H,VS1,61.2,57.0,8887.0,7.01,7.05,4.3 +10924,1.04,Premium,E,SI2,62.4,57.0,4892.0,6.51,6.43,4.04 +28619,0.3,Good,E,SI1,63.6,57.0,675.0,4.24,4.22,2.69 +2548,0.83,Very Good,F,SI1,63.0,55.0,3207.0,5.95,5.96,3.75 +6321,1.11,Premium,I,SI2,61.2,61.0,4028.0,6.69,6.65,4.08 +47366,0.69,Good,I,VS1,61.6,61.9,1846.0,5.65,5.68,3.48 +8936,1.01,Premium,F,SI2,61.3,60.0,4497.0,6.43,6.4,3.93 +49380,0.73,Ideal,J,VS2,62.3,55.0,2101.0,5.74,5.78,3.59 +2488,0.8,Ideal,D,SI1,61.7,56.0,3195.0,5.96,6.0,3.69 +25329,1.51,Very Good,G,VS1,59.5,59.0,14028.0,7.41,7.45,4.42 +48904,0.51,Very Good,F,VVS2,62.0,56.0,2041.0,5.1,5.15,3.17 +11437,1.0,Good,D,SI1,60.4,64.0,5005.0,6.3,6.39,3.83 +19664,1.54,Ideal,J,VS2,61.9,57.0,8275.0,7.39,7.5,4.6 +49869,0.7,Very Good,G,SI1,62.1,56.0,2175.0,5.64,5.67,3.51 +26033,0.32,Ideal,F,VS2,61.3,57.0,645.0,4.37,4.4,2.69 +47195,0.46,Very Good,F,VVS1,62.3,56.0,1838.0,4.94,4.98,3.09 +8039,0.78,Ideal,D,VS1,62.1,55.0,4336.0,5.9,5.95,3.68 +40862,0.61,Fair,J,VS2,58.2,56.0,1174.0,5.74,5.49,3.27 +5851,1.0,Very Good,H,SI2,63.4,61.0,3920.0,6.33,6.29,4.0 +31750,0.4,Ideal,D,SI1,59.6,57.0,772.0,4.77,4.82,2.86 +19545,1.54,Premium,G,SI1,63.0,59.0,8176.0,7.31,7.26,4.59 +48516,0.58,Premium,G,VS1,61.5,58.0,1984.0,5.41,5.35,3.31 +39026,0.43,Ideal,G,VVS2,60.9,57.0,1056.0,4.85,4.9,2.97 +37288,0.24,Very Good,E,VVS2,63.3,57.0,485.0,3.95,3.98,2.51 +44233,0.59,Ideal,D,SI2,62.3,55.0,1572.0,5.41,5.38,3.36 +37674,0.42,Very Good,E,SI1,63.4,56.0,992.0,4.82,4.74,3.03 +31803,0.37,Very Good,G,VVS2,59.9,55.0,774.0,4.71,4.75,2.83 +38027,0.32,Ideal,F,IF,62.2,55.0,1010.0,4.38,4.4,2.73 +28063,0.38,Ideal,E,SI1,59.4,61.0,660.0,4.72,4.74,2.81 +15751,1.25,Premium,I,VS2,61.2,58.0,6300.0,6.94,6.89,4.23 +29792,0.3,Ideal,D,SI1,61.6,56.0,709.0,4.34,4.3,2.66 +11712,0.4,Very Good,J,VS2,60.9,62.0,596.0,4.73,4.76,2.89 +30661,0.3,Premium,F,VVS2,61.6,58.0,737.0,4.28,4.35,2.66 +53521,0.72,Ideal,E,SI1,62.1,54.0,2688.0,5.76,5.8,3.59 +4128,1.0,Good,G,SI2,58.1,65.0,3541.0,6.48,6.46,3.76 +10175,1.0,Premium,H,VS1,59.1,60.0,4732.0,6.45,6.42,3.8 +47174,0.5,Ideal,G,VVS2,62.7,55.0,1836.0,5.07,5.1,3.19 +27839,0.4,Ideal,G,SI2,60.6,56.0,651.0,4.82,4.79,2.91 +35882,0.32,Ideal,G,IF,61.3,55.0,918.0,4.43,4.47,2.73 +44434,0.56,Very Good,G,VS2,63.4,58.0,1590.0,5.23,5.28,3.33 +48854,0.82,Good,J,SI1,57.5,62.0,2033.0,6.2,6.25,3.58 +23614,1.51,Very Good,G,VS2,61.5,59.0,11640.0,7.34,7.38,4.53 +16235,1.2,Premium,G,SI1,63.0,60.0,6494.0,6.81,6.75,4.27 +48940,0.52,Very Good,G,VVS1,61.9,61.0,2045.0,5.11,5.13,3.17 +11228,1.02,Good,G,SI1,63.6,58.0,4964.0,6.34,6.39,4.05 +25302,1.21,Ideal,D,VVS2,61.3,56.0,13965.0,6.86,6.9,4.22 +49797,0.7,Ideal,F,SI2,60.1,57.0,2163.0,5.78,5.81,3.48 +12761,1.21,Premium,H,SI2,62.7,59.0,5324.0,6.75,6.78,4.24 +45436,0.58,Ideal,H,VS1,61.2,55.0,1671.0,5.39,5.42,3.31 +17426,1.08,Premium,G,VS1,62.7,56.0,6982.0,6.55,6.52,4.1 +43076,0.54,Ideal,H,VS2,62.0,54.0,1378.0,5.22,5.27,3.25 +13702,1.0,Premium,E,SI1,61.6,59.0,5600.0,6.41,6.38,3.94 +32435,0.43,Ideal,E,SI1,61.5,56.0,792.0,4.85,4.9,3.0 +26048,2.41,Premium,H,SI2,58.7,61.0,15248.0,8.85,8.76,5.17 +41330,0.31,Ideal,E,IF,61.8,54.0,1214.0,4.36,4.38,2.7 +53820,0.71,Premium,E,VS2,62.5,60.0,2735.0,5.7,5.66,3.55 +29501,0.32,Ideal,E,VS2,61.5,55.0,702.0,4.38,4.43,2.71 +20918,1.03,Ideal,F,VVS2,62.1,55.0,9131.0,6.47,6.5,4.03 +16151,1.45,Fair,F,SI2,64.4,58.0,6455.0,7.17,7.11,4.59 +36488,0.32,Ideal,F,IF,62.2,54.0,943.0,4.4,4.44,2.75 +12521,0.91,Ideal,F,VS2,62.6,55.0,5261.0,6.2,6.23,3.89 +40747,0.41,Ideal,H,VS2,61.7,56.0,1163.0,4.77,4.79,2.95 +46893,0.56,Ideal,F,VS2,61.6,55.0,1814.0,5.32,5.29,3.27 +10466,0.94,Good,D,SI1,63.6,56.0,4790.0,6.25,6.2,3.96 +21222,1.52,Good,G,SI1,64.4,59.0,9368.0,7.18,7.25,4.65 +36402,0.31,Premium,D,VS2,62.6,59.0,942.0,4.33,4.3,2.7 +23029,0.3,Ideal,H,VVS2,61.7,54.2,631.0,4.32,4.35,2.67 +9920,1.13,Very Good,H,SI1,63.3,56.0,4689.0,6.65,6.62,4.2 +16156,1.04,Ideal,G,VS2,62.0,57.0,6458.0,6.5,6.49,4.03 +7806,1.29,Premium,I,SI2,61.1,62.0,4291.0,7.0,6.94,4.26 +35598,0.31,Ideal,H,VVS1,62.7,54.0,907.0,4.38,4.33,2.73 +44038,0.61,Premium,F,SI1,62.4,59.0,1547.0,5.37,5.33,3.34 +44286,0.52,Premium,H,VS1,61.4,57.0,1577.0,5.27,5.16,3.2 +45607,0.54,Premium,F,VS2,62.4,58.0,1691.0,5.25,5.2,3.26 +43487,0.55,Ideal,G,SI1,60.9,56.0,1421.0,5.3,5.32,3.24 +21802,1.36,Very Good,D,SI1,59.5,61.0,9874.0,7.21,7.24,4.3 +40852,0.54,Ideal,F,SI2,61.0,56.0,1173.0,5.24,5.29,3.21 +42750,0.51,Very Good,G,VS2,62.6,57.0,1343.0,5.1,5.15,3.21 +46850,0.53,Ideal,F,VS1,62.0,55.0,1812.0,5.15,5.2,3.21 +45298,0.51,Ideal,E,VS2,62.0,54.0,1662.0,5.13,5.1,3.17 +4952,1.01,Premium,H,SI2,60.8,59.0,3733.0,6.51,6.46,3.94 +32660,0.31,Premium,H,VVS2,62.6,60.0,802.0,4.33,4.29,2.7 +8517,0.93,Good,G,VS1,63.8,59.0,4425.0,6.21,6.15,3.94 +17261,1.23,Premium,G,SI1,62.5,59.0,6909.0,6.84,6.77,4.25 +44028,0.51,Ideal,E,SI1,62.7,55.0,1546.0,5.1,5.07,3.19 +49076,0.64,Very Good,G,VS1,60.4,62.0,2060.0,5.54,5.58,3.36 +53382,0.7,Very Good,F,SI1,60.6,60.0,2662.0,5.71,5.75,3.47 +997,0.72,Ideal,E,SI1,62.5,55.0,2897.0,5.69,5.74,3.57 +32720,0.31,Premium,F,VS2,62.4,58.0,802.0,4.34,4.31,2.7 +37644,0.32,Premium,F,VVS1,62.7,60.0,990.0,4.35,4.32,2.72 +25718,2.17,Very Good,H,SI2,58.8,62.0,14625.0,8.48,8.53,5.0 +51927,0.61,Ideal,H,IF,62.0,54.4,2438.0,5.44,5.47,3.38 +44209,0.58,Ideal,F,SI1,60.9,55.0,1569.0,5.39,5.41,3.29 +21970,1.5,Premium,H,SI1,59.0,62.0,10038.0,7.39,7.31,4.56 +10898,1.21,Premium,I,VS2,62.6,59.0,4884.0,6.77,6.67,4.21 +24125,2.36,Good,J,SI2,58.9,64.0,12286.0,8.75,8.68,5.14 +21867,1.24,Premium,F,VS1,58.0,58.0,9930.0,7.16,7.02,4.11 +53089,0.7,Ideal,D,SI1,62.5,56.0,2612.0,5.67,5.73,3.56 +4234,0.9,Good,G,SI1,63.2,62.0,3574.0,6.09,6.19,3.88 +3112,0.81,Fair,G,VVS2,64.8,56.2,3323.0,5.82,5.98,3.82 +35688,0.3,Premium,D,VS2,62.0,59.0,911.0,4.27,4.22,2.63 +30712,0.33,Ideal,E,VS2,61.1,55.0,738.0,4.47,4.51,2.74 +41438,0.59,Ideal,J,SI1,61.3,57.0,1228.0,5.37,5.4,3.3 +23787,1.55,Premium,H,VS2,60.7,59.0,11846.0,7.5,7.46,4.54 +46691,0.5,Very Good,G,VVS2,63.0,58.0,1791.0,4.98,5.02,3.15 +163,0.73,Very Good,F,SI1,61.7,60.0,2771.0,5.79,5.82,3.58 +39626,0.35,Premium,I,VS2,61.2,58.0,491.0,4.55,4.57,2.79 +43333,0.5,Ideal,F,VS2,62.4,56.0,1404.0,5.1,5.13,3.19 +5183,0.83,Ideal,F,SI1,62.0,55.0,3774.0,6.03,6.07,3.75 +15832,1.3,Ideal,J,VS1,62.3,57.0,6334.0,7.06,6.97,4.37 +50203,0.69,Very Good,D,SI1,57.6,62.0,2227.0,5.83,5.9,3.38 +50316,0.7,Ideal,E,SI2,61.2,55.0,2239.0,5.76,5.68,3.5 +21617,1.59,Premium,G,SI1,62.2,58.0,9707.0,7.51,7.45,4.65 +49141,0.56,Ideal,E,VS2,61.1,57.0,2066.0,5.37,5.33,3.27 +46961,0.36,Premium,J,SI1,61.6,60.0,527.0,4.58,4.54,2.81 +42389,0.6,Good,F,SI2,62.0,62.0,1306.0,5.33,5.4,3.32 +53085,0.56,Ideal,D,VVS2,61.7,58.0,2612.0,5.26,5.3,3.26 +19565,1.13,Ideal,G,VVS2,60.7,57.0,8192.0,6.74,6.81,4.11 +27141,1.93,Premium,H,VS2,62.8,58.0,17353.0,7.91,7.86,4.95 +48260,1.0,Fair,G,I1,67.3,57.0,1954.0,6.26,6.12,4.18 +45349,0.59,Very Good,E,SI1,62.9,57.0,1664.0,5.33,5.36,3.36 +44034,0.42,Ideal,D,VVS1,61.8,55.0,1547.0,4.83,4.85,2.99 +50769,0.71,Premium,I,VS2,60.4,60.0,2300.0,5.8,5.72,3.48 +5453,0.8,Very Good,E,VS1,63.2,54.0,3831.0,5.88,5.93,3.73 +1806,0.79,Premium,G,VS1,61.3,59.0,3053.0,5.97,5.91,3.64 +45580,0.52,Ideal,G,VS1,61.8,55.0,1689.0,5.17,5.21,3.21 +39623,0.35,Very Good,I,VS2,62.9,57.0,491.0,4.5,4.53,2.84 +51560,0.71,Premium,G,SI1,62.0,60.0,2388.0,5.68,5.64,3.51 +20142,1.29,Premium,D,SI1,62.7,55.0,8597.0,6.96,6.91,4.35 +14177,1.17,Premium,H,SI1,62.5,57.0,5751.0,6.79,6.75,4.23 +18330,1.04,Ideal,G,VS1,62.3,56.0,7457.0,6.45,6.49,4.03 +27336,2.16,Premium,J,VVS1,61.5,58.0,17891.0,8.36,8.26,5.11 +20236,1.6,Fair,D,SI2,64.7,58.0,8666.0,7.35,7.28,4.73 +4579,0.73,Ideal,E,VS2,61.7,57.0,3649.0,5.77,5.8,3.57 +2462,0.7,Ideal,G,VVS2,60.6,56.0,3191.0,5.69,5.82,3.49 +43913,0.3,Good,H,VS1,63.2,59.0,512.0,4.31,4.27,2.71 +47324,0.23,Very Good,D,VVS2,62.5,58.0,530.0,3.92,3.95,2.46 +8035,0.88,Ideal,H,VVS1,62.0,59.0,4334.0,6.12,6.13,3.8 +22409,1.21,Very Good,E,VS1,60.0,58.0,10430.0,6.89,6.97,4.16 +51024,0.74,Premium,F,SI2,59.6,58.0,2328.0,5.91,5.87,3.51 +31800,0.42,Ideal,I,VS1,62.0,55.0,773.0,4.83,4.85,3.0 +10436,1.16,Very Good,I,SI1,62.7,57.0,4785.0,6.67,6.76,4.21 +36539,0.4,Premium,H,VS2,59.1,61.0,945.0,4.84,4.81,2.85 +20934,1.01,Very Good,E,VVS2,63.3,55.0,9140.0,6.41,6.36,4.04 +40662,0.41,Ideal,E,VS1,60.8,56.0,1154.0,4.84,4.8,2.93 +44848,0.53,Good,D,VS2,58.4,58.0,1625.0,5.31,5.38,3.12 +51862,0.52,Very Good,D,VVS2,59.8,55.0,2426.0,5.28,5.35,3.18 +2108,0.71,Ideal,F,VS2,61.2,56.0,3116.0,5.77,5.79,3.54 +39253,0.42,Ideal,F,VVS2,61.6,55.0,1069.0,4.84,4.87,2.99 +12402,1.12,Very Good,D,SI2,61.2,60.0,5233.0,6.63,6.67,4.07 +16754,1.01,Premium,G,VVS2,62.0,56.0,6670.0,6.49,6.41,4.0 +8722,0.3,Fair,E,VVS2,66.6,54.0,586.0,4.14,4.18,2.77 +7861,1.01,Very Good,H,SI1,62.3,57.0,4306.0,6.36,6.42,3.98 +14073,0.91,Premium,F,VVS2,63.0,56.0,5708.0,6.17,6.12,3.87 +16249,1.01,Ideal,G,VS1,61.8,57.0,6499.0,6.4,6.45,3.97 +42605,0.32,Very Good,I,VS1,62.4,56.0,505.0,4.31,4.37,2.71 +36657,0.3,Ideal,E,VVS2,60.8,56.0,949.0,4.35,4.37,2.65 +29805,0.3,Premium,D,SI1,61.7,59.0,709.0,4.31,4.28,2.65 +25212,1.51,Very Good,G,VS1,63.1,60.0,13811.0,7.3,7.24,4.59 +32232,0.31,Ideal,G,VVS1,62.0,53.0,789.0,4.35,4.39,2.71 +48309,0.39,Ideal,I,SI1,62.4,54.0,534.0,4.67,4.69,2.92 +53496,1.01,Fair,J,SI2,66.9,58.0,2683.0,6.13,6.07,4.08 +21368,0.36,Ideal,D,SI1,62.2,53.0,626.0,4.57,4.59,2.85 +14306,0.9,Very Good,D,VS1,59.1,60.0,5795.0,6.24,6.28,3.7 +47673,0.51,Ideal,D,VS2,61.9,56.0,1882.0,5.14,5.11,3.17 +5714,0.27,Very Good,E,VVS2,58.6,61.0,575.0,4.27,4.3,2.51 +30920,0.34,Ideal,E,VS2,62.6,55.0,745.0,4.43,4.45,2.78 +5161,0.9,Very Good,F,SI2,62.0,61.0,3770.0,6.14,6.16,3.81 +17652,1.21,Ideal,I,VS1,61.7,53.0,7111.0,6.89,6.92,4.26 +41430,0.53,Premium,E,SI2,60.5,60.0,1227.0,5.24,5.21,3.16 +6031,0.25,Very Good,E,VVS1,60.0,56.0,575.0,4.1,4.14,2.47 +23398,0.36,Very Good,E,VS2,62.9,56.0,631.0,4.52,4.54,2.85 +49353,0.51,Ideal,G,IF,62.4,54.0,2096.0,5.12,5.17,3.21 +4874,1.02,Premium,H,SI2,60.8,58.0,3713.0,6.48,6.45,3.93 +40063,0.43,Premium,H,VS1,62.3,58.0,1113.0,4.81,4.75,2.98 +36579,0.4,Premium,F,SI1,62.0,56.0,945.0,4.77,4.72,2.94 +11927,1.04,Ideal,E,SI2,61.9,57.0,5125.0,6.48,6.51,4.02 +13999,1.07,Ideal,H,VS2,63.6,59.0,5698.0,6.46,6.42,4.09 +5939,0.9,Very Good,G,SI1,62.9,56.0,3945.0,6.11,6.17,3.86 +21906,1.52,Very Good,H,SI1,62.5,59.0,9973.0,7.26,7.37,4.57 +11909,1.01,Very Good,D,SI1,62.2,58.0,5122.0,6.36,6.4,3.97 +51547,0.71,Ideal,I,VVS2,62.0,54.0,2387.0,5.72,5.76,3.56 +26933,3.0,Premium,I,SI2,60.7,59.0,16970.0,9.3,9.14,5.6 +44729,0.56,Ideal,I,VVS1,61.5,55.0,1616.0,5.33,5.37,3.29 +2682,0.79,Ideal,D,SI1,61.2,56.0,3242.0,5.95,6.02,3.66 +38133,0.3,Very Good,G,VVS1,63.1,58.0,1013.0,4.31,4.28,2.71 +37503,0.43,Fair,H,SI1,62.7,66.0,984.0,4.78,4.72,2.98 +15349,1.2,Ideal,G,SI1,61.5,54.0,6160.0,6.85,6.87,4.22 +7974,0.9,Very Good,H,VS1,62.2,59.0,4324.0,6.14,6.18,3.83 +3178,0.71,Very Good,E,VVS2,63.4,58.0,3340.0,5.64,5.69,3.59 +35060,0.4,Premium,D,SI1,60.9,60.0,884.0,4.78,4.74,2.9 +7484,1.02,Premium,F,SI2,60.4,60.0,4238.0,6.53,6.49,3.93 +27556,2.27,Ideal,G,SI1,61.1,60.0,18343.0,8.46,8.42,5.16 +34827,0.3,Ideal,H,VVS1,62.4,53.0,878.0,4.31,4.28,2.68 +37388,0.4,Ideal,D,VS2,61.3,56.0,982.0,4.74,4.79,2.92 +33316,0.35,Premium,D,SI1,61.8,59.0,827.0,4.56,4.54,2.81 +1691,0.52,Ideal,E,IF,61.1,57.0,3033.0,5.17,5.21,3.17 +7224,0.91,Very Good,H,VS2,58.3,59.0,4193.0,6.35,6.47,3.74 +19751,1.56,Very Good,H,SI2,59.9,59.0,8317.0,7.47,7.52,4.49 +15622,1.01,Very Good,F,VS2,63.1,56.0,6267.0,6.41,6.37,4.03 +23473,1.53,Ideal,E,SI1,61.0,55.0,11470.0,7.44,7.49,4.55 +4958,0.9,Premium,G,SI1,62.2,60.0,3734.0,6.1,6.16,3.81 +13989,1.5,Ideal,I,I1,61.3,57.0,5695.0,7.39,7.36,4.52 +20312,1.06,Ideal,G,VVS2,60.3,57.0,8726.0,6.61,6.68,4.01 +22646,1.01,Very Good,E,VVS1,61.6,58.0,10693.0,6.45,6.57,4.01 +6601,1.0,Very Good,F,SI2,62.9,59.0,4081.0,6.3,6.39,3.99 +22013,1.19,Ideal,D,VS1,61.1,57.0,10079.0,6.84,6.87,4.19 +33997,0.42,Premium,G,VS2,61.9,58.0,847.0,4.77,4.82,2.97 +24681,1.5,Very Good,F,VS2,63.9,57.0,13037.0,7.16,7.23,4.6 +29095,0.36,Premium,D,SI2,60.0,58.0,689.0,4.62,4.58,2.76 +16179,1.0,Very Good,F,VS1,62.6,57.0,6468.0,6.35,6.42,4.0 +15718,0.36,Premium,G,SI2,61.9,56.0,608.0,4.59,4.55,2.83 +39174,0.35,Premium,D,VS2,60.4,58.0,1063.0,4.58,4.53,2.75 +40993,0.42,Premium,E,VS1,62.2,59.0,1181.0,4.79,4.76,2.97 +26703,0.32,Ideal,F,VS2,62.4,56.0,645.0,4.35,4.37,2.72 +11283,1.22,Premium,E,SI2,60.5,60.0,4974.0,6.93,6.89,4.18 +2877,1.0,Ideal,I,SI2,62.5,56.0,3276.0,6.38,6.35,3.98 +29214,0.31,Ideal,F,VS1,61.2,57.0,695.0,4.36,4.39,2.68 +25336,1.52,Ideal,F,VS2,62.8,55.0,14038.0,7.37,7.28,4.6 +26660,2.46,Ideal,J,SI2,62.3,57.0,16466.0,8.66,8.57,5.37 +23431,1.02,Very Good,E,IF,58.1,59.0,11420.0,6.71,6.75,3.91 +45110,0.51,Ideal,E,SI1,61.5,55.0,1649.0,5.18,5.15,3.18 +8271,0.9,Very Good,D,SI1,62.6,58.0,4381.0,6.11,6.15,3.84 +53589,0.7,Ideal,G,SI1,62.0,56.0,2699.0,5.66,5.69,3.52 +21457,1.57,Ideal,I,SI1,61.7,56.0,9555.0,7.45,7.48,4.61 +22039,0.31,Ideal,I,VS1,61.9,54.0,628.0,4.38,4.34,2.7 +29765,0.35,Premium,H,VS2,61.8,56.0,709.0,4.58,4.54,2.82 +11832,1.01,Premium,F,SI2,62.2,59.0,5096.0,6.41,6.38,3.98 +2656,1.05,Ideal,H,SI2,60.6,57.0,3234.0,6.59,6.55,3.98 +37158,0.32,Ideal,D,VS2,62.1,54.0,972.0,4.46,4.4,2.75 +12131,0.93,Ideal,H,VS1,61.8,57.0,5171.0,6.23,6.27,3.86 +3259,0.9,Very Good,J,VS1,60.4,58.0,3358.0,6.22,6.27,3.77 +51783,0.8,Very Good,I,VS2,63.3,55.0,2414.0,5.88,5.93,3.74 +39909,0.51,Very Good,E,SI2,60.7,56.0,1104.0,5.17,5.21,3.15 +38383,0.42,Ideal,E,VS2,61.3,56.0,1024.0,4.85,4.81,2.96 +11082,0.9,Very Good,E,VS2,60.4,59.0,4925.0,6.26,6.3,3.79 +7633,0.91,Good,D,SI1,64.6,58.0,4265.0,6.02,6.12,3.92 +50056,0.6,Ideal,F,VS1,61.9,55.0,2201.0,5.4,5.42,3.35 +24837,1.5,Good,D,VS2,64.1,54.0,13232.0,7.17,7.24,4.62 +51099,0.7,Premium,E,SI2,63.0,58.0,2335.0,5.69,5.64,3.57 +27480,2.04,Ideal,G,SI1,61.9,58.0,18153.0,8.12,8.16,5.04 +17642,1.14,Very Good,D,SI1,60.2,60.0,7106.0,6.7,6.85,4.08 +3913,0.78,Premium,E,VS2,62.8,60.0,3494.0,5.86,5.79,3.66 +24392,1.7,Very Good,I,VS1,59.8,59.0,12622.0,7.7,7.79,4.63 +21355,1.51,Premium,I,VVS2,62.1,58.0,9498.0,7.32,7.29,4.54 +7268,1.03,Ideal,I,VS1,62.4,57.0,4199.0,6.48,6.4,4.02 +19031,0.41,Very Good,G,SI2,59.6,60.0,621.0,4.82,4.85,2.88 +9607,1.02,Premium,G,SI1,60.8,58.0,4633.0,6.46,6.5,3.94 +18484,1.5,Premium,I,SI2,62.5,61.0,7526.0,7.29,7.24,4.54 +37832,0.33,Ideal,D,VS2,61.8,56.0,1002.0,4.44,4.4,2.73 +53424,0.71,Very Good,G,VS2,61.9,62.0,2671.0,5.69,5.72,3.53 +22035,0.31,Premium,H,VS2,61.9,58.0,628.0,4.39,4.37,2.71 +36295,0.34,Very Good,I,VS2,62.1,57.0,477.0,4.44,4.48,2.77 +35414,0.4,Ideal,G,SI1,60.2,56.0,900.0,4.83,4.77,2.89 +5212,0.72,Ideal,F,VVS2,60.9,56.0,3780.0,5.83,5.77,3.53 +18185,1.01,Premium,F,VS1,61.7,58.0,7372.0,6.4,6.43,3.96 +43286,0.3,Ideal,I,VVS2,62.8,57.0,507.0,4.26,4.28,2.68 +4387,0.31,Good,D,SI1,63.5,56.0,571.0,4.29,4.31,2.73 +53451,0.7,Very Good,G,VS1,59.2,58.0,2676.0,5.8,5.83,3.44 +48517,0.58,Ideal,E,VS2,61.9,57.0,1984.0,5.37,5.33,3.31 +50455,0.71,Ideal,G,SI2,61.1,56.0,2264.0,5.75,5.77,3.52 +39675,0.42,Premium,G,VS2,62.0,58.0,1087.0,4.81,4.77,2.97 +25843,1.72,Premium,F,SI1,62.0,58.0,14892.0,7.68,7.65,4.75 +52150,0.71,Very Good,H,SI1,61.5,56.0,2471.0,5.71,5.75,3.53 +37546,0.38,Ideal,F,VS1,61.5,55.0,988.0,4.68,4.69,2.88 +25270,1.79,Ideal,I,VS1,61.3,57.0,13908.0,7.86,7.81,4.8 +6418,0.54,Ideal,D,VVS1,61.3,56.0,4042.0,5.24,5.26,3.22 +45248,0.65,Fair,I,VS2,65.1,55.6,1659.0,5.44,5.5,3.56 +13051,1.11,Premium,G,SI1,62.7,57.0,5408.0,6.62,6.5,4.11 +33649,0.41,Very Good,G,VS2,60.5,56.0,834.0,4.81,4.85,2.92 +12616,1.12,Premium,H,SI1,62.0,56.0,5291.0,6.68,6.61,4.12 +410,0.34,Ideal,H,VS2,60.4,57.0,555.0,4.54,4.57,2.75 +16734,0.41,Good,G,SI2,63.6,54.0,611.0,4.7,4.74,3.0 +12297,1.21,Premium,H,SI2,60.9,61.0,5218.0,6.88,6.82,4.17 +40956,0.42,Ideal,G,VVS1,61.1,56.0,1179.0,4.82,4.87,2.96 +52777,0.73,Very Good,I,VVS2,62.3,58.0,2565.0,5.75,5.78,3.59 +21490,1.7,Very Good,J,VS2,62.9,58.0,9586.0,7.55,7.59,4.76 +5921,1.02,Good,H,SI2,58.2,60.0,3940.0,6.49,6.57,3.8 +10771,1.13,Premium,I,SI1,61.5,60.0,4854.0,6.72,6.68,4.12 +30407,0.32,Premium,G,VVS2,60.8,59.0,730.0,4.41,4.44,2.69 +44864,0.51,Very Good,H,VS1,60.7,56.0,1628.0,5.16,5.2,3.15 +2320,0.85,Ideal,E,SI1,61.8,54.0,3167.0,6.1,6.14,3.78 +34253,0.4,Ideal,H,SI1,62.9,56.0,855.0,4.7,4.65,2.94 +21363,0.33,Good,D,VS2,63.6,56.0,625.0,4.38,4.42,2.8 +9520,1.14,Very Good,H,SI2,63.3,57.0,4615.0,6.6,6.63,4.19 +21644,1.01,Ideal,E,VVS2,62.7,56.0,9735.0,6.42,6.46,4.04 +3982,1.0,Fair,H,SI1,65.5,57.0,3511.0,6.26,6.21,4.08 +53129,0.75,Very Good,D,SI2,63.6,58.0,2618.0,5.71,5.76,3.65 +30039,0.3,Very Good,D,VVS2,59.3,57.0,719.0,4.39,4.41,2.61 +43807,0.51,Ideal,G,VS2,62.2,54.0,1443.0,5.11,5.14,3.19 +4710,0.9,Premium,H,SI1,62.0,62.0,3679.0,6.13,6.03,3.77 +50668,0.31,Premium,I,VVS2,59.4,59.0,544.0,4.41,4.44,2.63 +20433,1.12,Very Good,E,VS1,60.8,58.0,8788.0,6.69,6.73,4.08 +31820,0.3,Ideal,E,VS1,60.5,55.0,775.0,4.35,4.38,2.64 +38568,0.46,Premium,E,SI1,61.8,57.0,1035.0,4.98,4.93,3.06 +26071,2.05,Premium,G,SI1,61.6,59.0,15291.0,8.2,8.16,5.04 +19619,1.07,Ideal,G,VVS2,62.4,55.6,8235.0,6.48,6.55,4.07 +10188,1.33,Premium,F,SI2,60.4,60.0,4737.0,7.17,7.11,4.31 +42745,0.51,Premium,E,SI1,61.8,58.0,1343.0,5.11,5.15,3.17 +10807,1.31,Good,G,SI2,63.8,56.0,4864.0,7.03,6.89,4.44 +23068,1.51,Fair,E,SI1,58.4,70.0,11102.0,7.55,7.39,4.36 +1366,0.71,Ideal,I,VS1,61.8,56.0,2965.0,5.68,5.72,3.52 +7361,1.0,Good,G,SI1,63.1,56.0,4218.0,6.31,6.41,4.01 +5731,0.9,Very Good,H,VS2,60.8,58.0,3890.0,6.18,6.22,3.77 +45624,0.55,Very Good,F,VS2,61.7,56.0,1692.0,5.25,5.29,3.25 +39113,0.41,Premium,G,VS2,60.8,59.0,1061.0,4.8,4.78,2.91 +13687,1.01,Ideal,E,SI1,62.4,56.0,5599.0,6.43,6.39,4.0 +41972,0.4,Premium,F,VVS1,60.2,59.0,1263.0,4.74,4.76,2.86 +10987,1.01,Very Good,E,SI1,62.6,57.0,4912.0,6.36,6.41,4.0 +2584,0.96,Fair,I,VS2,56.1,60.0,3215.0,6.62,6.58,3.7 +11566,1.09,Ideal,E,SI2,61.9,55.0,5035.0,6.6,6.64,4.1 +15021,1.0,Ideal,E,VS2,61.9,56.0,6048.0,6.45,6.4,3.98 +46180,0.5,Premium,E,VS2,62.9,59.0,1746.0,5.09,5.06,3.19 +53456,0.7,Very Good,D,SI1,61.1,57.0,2677.0,5.74,5.66,3.48 +49628,0.3,Premium,E,SI2,61.9,58.0,540.0,4.31,4.28,2.66 +17256,1.21,Good,G,VS2,63.7,59.0,6906.0,6.59,6.67,4.22 +45839,0.7,Ideal,H,SI2,60.6,54.0,1715.0,5.73,5.65,3.45 +7005,1.0,Premium,F,SI2,62.4,61.0,4155.0,6.34,6.32,3.95 +28178,0.3,Very Good,D,VS1,60.1,58.0,666.0,4.35,4.37,2.62 +42111,0.34,Ideal,F,IF,61.9,55.0,1276.0,4.49,4.52,2.79 +7845,0.77,Very Good,F,VVS1,61.1,57.0,4304.0,5.91,5.94,3.62 +270,0.7,Ideal,F,VS1,62.2,56.0,2792.0,5.73,5.68,3.55 +37324,0.3,Premium,D,VS1,61.6,57.0,979.0,4.33,4.3,2.66 +22014,1.5,Very Good,E,SI2,63.5,60.0,10080.0,7.25,7.21,4.59 +43457,0.5,Premium,G,VS2,60.2,60.0,1415.0,5.21,5.15,3.12 +4887,0.75,Very Good,E,VS2,63.0,57.0,3718.0,5.81,5.78,3.65 +27847,0.3,Ideal,D,VS1,62.2,56.0,651.0,4.27,4.31,2.67 +18258,1.04,Ideal,G,VS2,60.7,56.0,7415.0,6.59,6.54,3.99 +5844,1.01,Premium,F,SI1,62.8,59.0,3920.0,6.4,6.36,4.01 +35931,0.43,Premium,D,SI2,60.7,58.0,919.0,4.91,4.85,2.96 +31224,0.32,Very Good,D,SI1,63.1,56.0,756.0,4.38,4.34,2.75 +22653,1.53,Ideal,E,SI2,61.0,55.0,10698.0,7.44,7.5,4.55 +31807,0.31,Ideal,D,VS1,61.1,55.0,774.0,4.37,4.4,2.68 +8681,1.02,Ideal,F,SI2,61.0,58.0,4457.0,6.48,6.51,3.96 +32778,0.34,Premium,D,SI1,62.0,59.0,803.0,4.48,4.42,2.76 +43668,0.5,Good,F,VS2,63.2,56.0,1436.0,5.01,5.05,3.18 +8963,0.93,Good,G,VS1,63.8,59.0,4503.0,6.15,6.21,3.94 +44158,0.7,Fair,F,SI2,66.4,56.0,1564.0,5.51,5.42,3.63 +5126,0.7,Ideal,G,VVS1,61.6,57.0,3763.0,5.69,5.73,3.52 +19039,0.3,Ideal,F,VS1,61.8,53.0,621.0,4.32,4.36,2.68 +2789,0.81,Ideal,H,VS1,61.8,58.0,3257.0,5.97,6.04,3.71 +7958,1.0,Very Good,E,SI2,59.8,58.0,4321.0,6.47,6.53,3.89 +40519,0.37,Ideal,D,VVS2,61.6,56.0,1145.0,4.65,4.61,2.85 +40678,0.5,Good,E,SI1,64.2,59.0,1155.0,5.03,4.97,3.21 +12925,1.18,Ideal,I,SI1,61.5,56.0,5378.0,6.77,6.82,4.18 +1447,0.77,Premium,E,SI1,60.4,58.0,2975.0,6.0,5.88,3.59 +30913,0.34,Ideal,E,VS2,62.1,55.0,745.0,4.47,4.49,2.78 +33017,0.31,Fair,E,VS2,54.2,63.0,814.0,4.61,4.51,2.47 +37826,0.33,Premium,E,VS1,60.9,58.0,1002.0,4.49,4.45,2.72 +40820,0.39,Ideal,D,VS1,62.0,57.0,1170.0,4.71,4.67,2.91 +52731,0.74,Very Good,D,SI2,61.4,57.0,2558.0,5.82,5.84,3.58 +49648,0.3,Premium,H,SI1,59.3,59.0,540.0,4.38,4.36,2.59 +18766,1.7,Premium,H,SI2,62.1,56.0,7673.0,7.66,7.55,4.72 +5696,0.74,Ideal,E,VS1,62.2,55.0,3888.0,5.79,5.82,3.61 +45288,0.51,Ideal,G,VS1,61.6,56.0,1662.0,5.18,5.15,3.18 +6325,0.71,Ideal,D,VS2,60.1,56.0,4029.0,5.77,5.83,3.48 +34335,0.3,Very Good,E,VVS1,60.5,57.0,862.0,4.37,4.39,2.65 +4016,1.0,Ideal,E,I1,61.8,56.0,3520.0,6.38,6.43,3.96 +42683,0.5,Very Good,H,VS2,62.9,58.0,1337.0,5.08,5.1,3.2 +23911,1.7,Ideal,I,VS1,63.0,55.0,12030.0,7.75,7.54,4.76 +50521,0.53,Ideal,F,VVS1,62.1,53.2,2273.0,5.17,5.21,3.22 +29148,0.4,Ideal,I,SI1,61.2,55.0,692.0,4.77,4.8,2.93 +8373,0.31,Ideal,F,VS2,60.8,57.0,583.0,4.38,4.41,2.67 +51360,0.72,Premium,F,SI2,59.3,57.0,2364.0,5.89,5.85,3.48 +41050,0.66,Premium,J,SI1,61.0,61.0,1188.0,5.64,5.59,3.43 +20036,0.3,Very Good,H,SI1,62.9,57.0,421.0,4.26,4.29,2.69 +24080,1.51,Very Good,E,SI1,60.3,58.0,12224.0,7.43,7.47,4.49 +19742,1.27,Very Good,D,SI1,62.5,58.0,8312.0,6.87,6.92,4.31 +13884,0.9,Very Good,G,VVS2,62.1,57.0,5653.0,6.14,6.2,3.84 +2188,0.72,Premium,H,VVS1,61.4,58.0,3137.0,5.75,5.78,3.54 +3074,0.9,Premium,D,SI2,58.1,60.0,3312.0,6.26,6.24,3.63 +631,0.82,Ideal,F,SI2,61.7,53.0,2841.0,6.0,6.12,3.74 +39926,0.45,Very Good,G,VVS2,61.4,61.0,1105.0,4.89,4.95,3.02 +2200,0.54,Ideal,D,VVS1,61.4,58.0,3139.0,5.28,5.25,3.23 +16792,1.04,Ideal,F,VS2,62.1,57.0,6692.0,6.48,6.53,4.04 +32262,0.3,Very Good,E,VVS2,61.4,60.0,789.0,4.25,4.28,2.62 +16712,0.31,Ideal,H,VVS2,61.4,55.0,609.0,4.37,4.39,2.69 +17249,1.01,Very Good,D,VS2,62.2,61.0,6905.0,6.37,6.43,3.98 +21539,1.1,Ideal,F,VVS2,61.2,56.0,9641.0,6.65,6.68,4.08 +43191,0.55,Ideal,I,VS2,62.6,57.0,1393.0,5.21,5.23,3.27 +13169,1.0,Premium,E,SI1,62.6,60.0,5445.0,6.3,6.35,3.97 +10217,1.21,Premium,H,SI1,60.5,60.0,4743.0,6.81,6.72,4.09 +5593,0.9,Ideal,I,VS1,62.4,56.0,3867.0,6.14,6.19,3.85 +39614,0.35,Ideal,I,VS2,62.5,57.0,491.0,4.5,4.53,2.82 +33809,0.32,Ideal,E,VVS2,62.3,56.0,842.0,4.37,4.4,2.73 +18176,1.5,Good,J,VS2,59.6,60.0,7368.0,7.31,7.38,4.38 +27590,1.72,Ideal,G,VVS2,62.0,57.0,18431.0,7.63,7.72,4.76 +34298,0.4,Fair,F,SI1,64.7,58.0,857.0,4.67,4.63,3.01 +34267,0.31,Premium,J,SI1,62.7,59.0,465.0,4.32,4.29,2.7 +6565,1.0,Good,E,SI2,61.5,64.0,4077.0,6.29,6.22,3.85 +14042,0.26,Ideal,G,VVS1,62.8,54.0,605.0,4.07,4.09,2.56 +16851,1.0,Premium,E,VS2,62.7,59.0,6720.0,6.38,6.31,3.98 +15187,1.12,Very Good,E,SI1,61.3,63.0,6098.0,6.68,6.73,4.11 +36522,0.42,Very Good,G,SI1,63.2,57.0,945.0,4.79,4.77,3.02 +41185,0.4,Ideal,D,VS1,59.9,57.0,1200.0,4.82,4.77,2.87 +48121,0.71,Very Good,I,SI2,61.1,56.0,1938.0,5.75,5.79,3.53 +23646,1.03,Very Good,D,VVS2,62.7,58.0,11677.0,6.39,6.43,4.02 +5757,1.24,Premium,G,SI2,60.0,60.0,3896.0,6.94,6.88,4.15 +10695,1.03,Ideal,E,SI2,62.3,56.0,4845.0,6.52,6.44,4.04 +2964,0.8,Ideal,E,SI1,62.0,57.0,3297.0,5.97,5.94,3.69 +48014,0.56,Good,E,VS2,62.3,63.0,1920.0,5.22,5.27,3.27 +43663,0.5,Very Good,D,SI1,61.0,61.0,1436.0,5.08,5.11,3.11 +1754,0.72,Very Good,G,VVS2,60.4,58.0,3043.0,5.77,5.82,3.5 +3192,0.78,Premium,F,VS1,60.6,57.0,3342.0,6.0,5.95,3.62 +39438,0.41,Ideal,D,VS2,62.8,55.0,1076.0,4.73,4.7,2.96 +21542,1.52,Very Good,H,SI1,60.9,59.0,9642.0,7.43,7.49,4.54 +20160,1.21,Ideal,G,VS1,62.6,56.0,8616.0,6.77,6.81,4.25 +30024,0.3,Ideal,D,VS1,62.2,57.0,718.0,4.26,4.29,2.66 +30165,0.4,Very Good,D,VS2,60.5,58.0,720.0,4.76,4.82,2.9 +16879,1.01,Ideal,G,VS2,62.1,57.0,6734.0,6.4,6.45,3.99 +1496,0.7,Ideal,D,VS2,60.3,60.0,2991.0,5.71,5.76,3.46 +1837,0.91,Good,I,SI2,57.9,60.0,3061.0,6.46,6.39,3.72 +24651,1.63,Ideal,G,SI1,60.6,57.0,12990.0,7.63,7.68,4.63 +211,0.7,Very Good,F,VS2,63.6,57.0,2780.0,5.61,5.65,3.58 +35032,0.4,Ideal,E,SI1,63.0,57.0,882.0,4.68,4.65,2.94 +42818,0.5,Premium,G,VS2,59.4,60.0,1354.0,5.14,5.16,3.06 +23471,1.23,Ideal,G,VVS1,59.5,57.0,11469.0,7.0,6.98,4.16 +37965,0.41,Very Good,D,VS2,62.8,55.0,1007.0,4.7,4.73,2.96 +45256,0.52,Good,E,VS2,61.5,61.0,1660.0,5.16,5.09,3.15 +48645,0.27,Ideal,E,VS2,60.8,56.0,537.0,4.25,4.23,2.58 +27746,2.0,Very Good,H,SI1,62.8,57.0,18803.0,7.95,8.0,5.01 +43997,0.3,Ideal,I,SI1,62.3,56.0,394.0,4.32,4.35,2.7 +51554,1.02,Premium,G,I1,61.3,57.0,2387.0,6.47,6.35,3.93 +12114,1.25,Premium,J,SI1,62.0,58.0,5166.0,6.9,6.88,4.27 +26175,2.1,Ideal,I,SI2,61.9,56.0,15511.0,8.2,8.22,5.08 +35057,0.47,Ideal,I,VS2,62.1,54.0,884.0,4.98,5.0,3.1 +21811,1.04,Premium,E,VVS2,62.8,58.0,9882.0,6.45,6.42,4.04 +21436,1.52,Ideal,J,VVS2,62.6,58.0,9541.0,7.32,7.34,4.59 +50427,0.56,Ideal,F,VVS2,62.2,54.3,2260.0,5.26,5.29,3.28 +12024,1.11,Ideal,I,VS1,63.0,56.0,5152.0,6.61,6.57,4.15 +6206,1.02,Very Good,H,SI2,63.5,60.0,3998.0,6.33,6.24,3.99 +22002,1.31,Premium,G,VS1,61.5,59.0,10071.0,7.06,7.0,4.32 +40278,0.31,Ideal,G,SI1,62.1,54.0,493.0,4.34,4.36,2.7 +21629,1.26,Premium,D,VS2,62.5,59.0,9720.0,6.91,6.85,4.3 +34739,0.37,Premium,D,VS2,61.0,59.0,876.0,4.59,4.63,2.81 +13345,1.0,Very Good,F,VS2,61.9,59.0,5505.0,6.34,6.38,3.94 +43528,0.62,Very Good,E,SI2,63.4,56.0,1426.0,5.4,5.45,3.44 +39547,0.32,Premium,G,VVS1,58.1,59.0,1080.0,4.53,4.49,2.62 +314,0.61,Ideal,G,IF,62.3,56.0,2800.0,5.43,5.45,3.39 +25671,1.5,Very Good,E,VS2,59.5,58.0,14592.0,7.44,7.48,4.44 +37537,0.4,Ideal,E,VVS2,61.6,56.0,988.0,4.73,4.78,2.93 +25240,2.01,Good,H,SI2,63.1,55.0,13849.0,7.99,8.09,5.07 +29823,0.35,Good,H,VS2,63.7,57.0,709.0,4.53,4.48,2.87 +30206,0.4,Ideal,G,SI2,62.5,53.0,723.0,4.75,4.79,2.98 +43078,0.6,Good,I,VS1,60.1,62.0,1378.0,5.42,5.49,3.28 +19787,1.64,Very Good,F,SI2,63.2,57.0,8357.0,7.56,7.47,4.75 +37143,0.32,Ideal,E,VS1,61.5,56.0,972.0,4.4,4.38,2.7 +7665,1.15,Premium,G,SI2,62.7,58.0,4270.0,6.71,6.69,4.2 +25690,0.3,Very Good,G,VS2,63.5,59.0,644.0,4.22,4.17,2.66 +17354,1.33,Good,I,VS1,63.7,56.0,6963.0,6.92,6.96,4.42 +9971,1.0,Good,H,SI1,63.7,60.0,4702.0,6.3,6.33,4.02 +44025,0.51,Ideal,E,SI1,62.1,55.0,1546.0,5.15,5.09,3.18 +37361,0.4,Ideal,F,VS1,61.3,56.0,982.0,4.73,4.76,2.91 +51405,0.71,Very Good,F,SI1,63.7,56.0,2370.0,5.63,5.67,3.6 +53288,0.3,Ideal,D,SI1,62.1,54.0,552.0,4.31,4.35,2.69 +33127,0.31,Good,G,VVS1,63.5,57.0,816.0,4.3,4.33,2.74 +47594,0.73,Ideal,J,SI1,61.8,56.0,1877.0,5.78,5.81,3.58 +32121,0.42,Very Good,D,SI1,62.3,58.0,784.0,4.8,4.83,3.0 +47347,0.5,Ideal,D,VS2,62.5,54.0,1845.0,5.09,5.05,3.17 +6554,1.01,Premium,I,SI1,58.6,62.0,4072.0,6.51,6.45,3.8 +34049,0.36,Very Good,D,SI1,63.4,57.0,851.0,4.57,4.55,2.89 +7895,1.1,Good,I,SI1,57.7,60.0,4312.0,6.82,6.77,3.92 +18392,1.11,Ideal,F,VS2,61.7,55.0,7473.0,6.65,6.67,4.11 +9570,0.9,Premium,E,VS2,63.0,58.0,4625.0,6.16,6.13,3.87 +23490,1.5,Fair,E,SI1,56.2,58.0,11489.0,7.71,7.6,4.3 +7540,1.01,Very Good,I,SI2,63.5,57.0,4244.0,6.35,6.37,4.04 +7260,0.9,Ideal,F,SI2,61.5,56.0,4198.0,6.24,6.18,3.82 +2702,0.31,Ideal,G,VS2,62.2,54.0,562.0,4.34,4.38,2.71 +4466,0.7,Very Good,D,VVS2,62.3,56.0,3622.0,5.66,5.7,3.54 +49979,0.31,Very Good,I,VVS1,63.6,55.0,541.0,4.27,4.32,2.73 +15231,1.5,Very Good,I,SI2,63.2,52.0,6115.0,7.28,7.24,4.59 +15005,1.03,Ideal,F,SI1,61.3,57.0,6044.0,6.47,6.53,3.98 +31283,0.25,Ideal,I,VS2,62.0,57.0,450.0,4.02,4.06,2.5 +10442,1.01,Ideal,E,SI2,61.1,59.0,4787.0,6.53,6.47,3.97 +49522,0.72,Very Good,J,SI1,57.6,63.0,2123.0,5.89,5.95,3.41 +24243,1.72,Very Good,I,VS1,60.5,59.0,12451.0,7.72,7.76,4.68 +51956,0.85,Ideal,J,VS2,61.7,55.0,2442.0,6.08,6.11,3.76 +43649,0.51,Good,E,SI1,63.6,58.0,1434.0,5.0,4.97,3.17 +37824,0.33,Ideal,E,VS1,61.6,56.0,1002.0,4.46,4.43,2.74 +11145,0.9,Ideal,E,SI1,61.7,57.0,4940.0,6.21,6.24,3.84 +50553,0.73,Ideal,F,SI2,62.1,56.0,2276.0,5.77,5.8,3.59 +44561,0.52,Premium,D,SI1,62.7,58.0,1605.0,5.2,5.16,3.25 +10479,1.01,Very Good,I,SI1,63.5,53.0,4794.0,6.32,6.4,4.04 +36854,0.37,Premium,F,VS2,61.9,58.0,957.0,4.6,4.54,2.83 +36866,0.39,Very Good,D,VS2,60.2,59.0,958.0,4.74,4.76,2.86 +41844,0.35,Ideal,E,IF,62.2,56.0,1254.0,4.52,4.51,2.81 +10901,1.02,Premium,H,SI1,62.0,60.0,4884.0,6.4,6.37,3.96 +46444,0.53,Ideal,G,VS1,61.6,55.7,1772.0,5.21,5.24,3.22 +45667,0.53,Ideal,D,VS2,61.8,57.0,1694.0,5.17,5.21,3.21 +25453,2.0,Premium,I,SI2,61.3,59.0,14208.0,8.13,8.09,4.97 +44485,0.51,Premium,D,VS2,60.9,58.0,1597.0,5.14,5.18,3.14 +21866,1.01,Very Good,E,VVS2,61.7,60.0,9930.0,6.32,6.35,3.91 +21290,1.42,Premium,E,SI1,61.1,62.0,9447.0,7.2,7.17,4.39 +25210,2.01,Premium,D,SI2,59.1,60.0,13811.0,8.31,8.21,4.88 +3374,0.3,Ideal,H,SI1,62.9,53.0,407.0,4.28,4.31,2.7 +45916,0.53,Ideal,E,VS2,61.9,56.0,1721.0,5.19,5.21,3.22 +43366,0.52,Very Good,D,SI1,60.5,61.0,1408.0,5.19,5.23,3.15 +51299,0.7,Very Good,F,VS2,61.0,59.0,2362.0,5.69,5.75,3.49 +20935,1.61,Ideal,J,VS2,61.6,56.0,9141.0,7.52,7.54,4.64 +25778,1.5,Premium,E,VS2,61.9,57.0,14745.0,7.38,7.31,4.55 +47439,0.7,Very Good,J,VS1,59.6,62.0,1855.0,5.7,5.77,3.42 +36448,0.31,Ideal,D,VS2,62.1,54.0,942.0,4.37,4.33,2.7 +566,0.82,Ideal,H,SI1,62.5,57.0,2832.0,5.91,5.97,3.71 +21821,1.51,Ideal,I,VS2,61.6,54.0,9891.0,7.38,7.42,4.57 +46178,0.6,Ideal,G,VS2,62.1,57.0,1746.0,5.43,5.36,3.35 +53210,0.9,Ideal,F,I1,61.8,57.0,2634.0,6.2,6.13,3.81 +50385,0.52,Ideal,F,VVS1,59.8,59.0,2251.0,5.21,5.25,3.13 +26381,2.0,Very Good,E,SI2,63.5,59.0,15864.0,7.9,7.98,5.04 +22514,1.5,Very Good,I,VVS2,59.7,60.0,10551.0,7.46,7.62,4.5 +5118,0.74,Ideal,H,IF,60.9,57.0,3760.0,5.83,5.85,3.56 +11642,0.88,Very Good,F,VVS2,62.0,59.0,5052.0,6.09,6.13,3.79 +12091,1.06,Very Good,G,SI1,63.4,58.0,5163.0,6.44,6.47,4.09 +14678,1.02,Ideal,G,VS2,62.6,57.0,5922.0,6.43,6.41,4.02 +29628,0.32,Good,D,SI2,64.1,54.0,441.0,4.34,4.37,2.79 +16337,1.01,Very Good,F,VS2,63.1,60.0,6533.0,6.39,6.36,4.02 +47567,0.51,Ideal,G,VVS2,60.1,56.0,1875.0,5.19,5.22,3.13 +41151,0.6,Fair,G,SI1,65.7,55.0,1197.0,5.31,5.23,3.46 +24420,1.41,Premium,E,VS1,58.8,59.0,12671.0,7.3,7.26,4.28 +35153,0.4,Ideal,D,VS2,61.7,57.0,890.0,4.72,4.75,2.92 +26112,2.2,Ideal,J,VS2,61.6,57.0,15384.0,8.34,8.39,5.15 +28633,0.32,Ideal,H,SI1,61.5,55.0,434.0,4.41,4.43,2.72 +27591,2.22,Premium,I,SI1,59.9,59.0,18432.0,8.46,8.41,5.05 +4941,1.01,Premium,H,SI2,59.6,60.0,3732.0,6.55,6.5,3.89 +31936,0.3,Premium,F,VS2,60.6,60.0,776.0,4.39,4.36,2.65 +52146,0.7,Premium,F,SI1,61.6,60.0,2470.0,5.68,5.72,3.51 +40694,0.41,Ideal,F,VVS1,62.3,56.0,1157.0,4.77,4.79,2.98 +44236,0.59,Good,F,VS2,63.5,55.0,1573.0,5.31,5.36,3.39 +5800,0.71,Very Good,E,VVS1,57.9,61.0,3907.0,5.88,5.96,3.43 +41906,0.51,Very Good,G,SI1,61.9,57.0,1261.0,5.09,5.15,3.17 +47122,0.52,Very Good,D,VS2,63.4,56.0,1828.0,5.16,5.09,3.25 +38141,0.3,Ideal,G,VVS1,62.6,54.0,1013.0,4.28,4.25,2.67 +38801,0.31,Very Good,G,VVS1,63.4,57.0,1046.0,4.36,4.32,2.75 +52263,0.73,Ideal,I,VVS1,61.7,53.0,2490.0,5.8,5.84,3.59 +443,0.72,Premium,E,VS2,58.3,58.0,2815.0,5.99,5.92,3.47 +21069,1.26,Ideal,G,VS1,61.6,56.0,9243.0,7.03,6.96,4.31 +22752,1.54,Good,H,VS1,63.1,57.0,10769.0,7.34,7.4,4.65 +43769,0.54,Premium,H,VS2,62.6,58.0,1439.0,5.19,5.16,3.24 +11954,1.05,Premium,D,SI2,58.9,58.0,5134.0,6.74,6.67,3.95 +43544,0.53,Premium,F,SI1,60.9,59.0,1428.0,5.21,5.23,3.18 +36375,0.59,Premium,G,I1,59.7,59.0,940.0,5.48,5.45,3.26 +36122,0.36,Ideal,D,VS2,61.3,55.0,928.0,4.58,4.62,2.82 +41618,0.29,Very Good,F,VS1,61.2,58.0,504.0,4.24,4.29,2.61 +47956,0.7,Very Good,I,SI1,62.7,56.0,1918.0,5.64,5.68,3.55 +44834,0.51,Good,E,SI1,64.3,55.0,1624.0,5.12,5.05,3.27 +7216,1.01,Ideal,H,SI1,60.2,56.0,4191.0,6.47,6.42,3.88 +11324,1.05,Ideal,F,SI2,60.3,55.0,4987.0,6.55,6.68,3.99 +16795,1.02,Very Good,G,VS1,61.9,58.0,6694.0,6.44,6.48,4.0 +16142,1.3,Ideal,I,SI1,62.3,58.0,6451.0,6.94,7.0,4.34 +28192,0.4,Good,E,SI2,63.2,57.0,666.0,4.66,4.68,2.95 +11241,1.01,Ideal,H,SI1,62.6,55.0,4965.0,6.44,6.38,4.01 +16397,1.23,Good,G,SI1,63.1,56.0,6545.0,6.78,6.81,4.29 +33559,0.41,Premium,J,VS1,62.1,58.0,830.0,4.79,4.75,2.96 +24359,1.53,Very Good,F,SI1,61.9,56.0,12621.0,7.45,7.32,4.57 +35267,0.3,Ideal,G,IF,60.9,57.0,895.0,4.29,4.32,2.62 +16517,1.0,Premium,E,VS2,60.0,60.0,6600.0,6.43,6.43,3.89 +19626,1.51,Good,H,SI2,61.0,56.0,8243.0,7.29,7.37,4.47 +39112,0.41,Premium,G,VS2,59.9,59.0,1061.0,4.86,4.82,2.9 +36504,0.3,Fair,E,VVS2,51.0,67.0,945.0,4.67,4.62,2.37 +30737,0.31,Premium,H,IF,60.8,59.0,739.0,4.36,4.39,2.66 +12744,1.19,Ideal,H,SI1,62.3,55.0,5318.0,6.84,6.8,4.25 +32367,0.32,Ideal,E,VVS2,62.0,54.0,790.0,4.41,4.43,2.74 +27158,2.01,Ideal,H,SI1,61.9,57.0,17403.0,8.14,8.05,5.01 +2030,0.7,Premium,G,VVS1,61.2,56.0,3105.0,5.75,5.68,3.5 +11043,0.31,Ideal,H,VS2,61.6,55.0,595.0,4.34,4.38,2.69 +38521,0.34,Ideal,E,VS1,62.2,55.0,1033.0,4.52,4.49,2.8 +26143,1.54,Very Good,G,IF,59.4,60.0,15444.0,7.55,7.61,4.5 +44068,0.55,Very Good,G,VS2,62.3,56.0,1551.0,5.24,5.29,3.28 +26239,2.01,Premium,H,SI2,62.2,61.0,15673.0,8.08,8.04,5.01 +26147,2.0,Premium,H,SI2,59.7,61.0,15451.0,8.2,8.15,4.88 +23127,1.62,Ideal,I,VS1,60.8,56.0,11152.0,7.56,7.61,4.62 +45922,0.53,Ideal,E,VS2,61.9,55.0,1721.0,5.19,5.22,3.22 +28214,0.4,Premium,D,SI2,59.9,60.0,666.0,4.74,4.78,2.85 +15500,1.1,Premium,D,VS2,60.0,59.0,6209.0,6.67,6.6,3.98 +17823,1.52,Fair,J,VS1,65.4,58.0,7186.0,7.22,7.17,4.7 +47952,0.71,Premium,J,VS2,62.8,61.0,1917.0,5.71,5.63,3.56 +16845,1.5,Ideal,G,SI2,63.0,57.0,6720.0,7.31,7.2,4.57 +9129,1.2,Premium,J,SI1,60.5,59.0,4536.0,6.84,6.79,4.12 +52927,0.72,Ideal,E,SI1,62.9,54.0,2590.0,5.76,5.72,3.61 +8101,1.52,Premium,G,I1,62.3,60.0,4345.0,7.34,7.28,4.56 +12222,1.0,Ideal,F,SI1,62.0,57.0,5197.0,6.37,6.43,3.97 +28325,0.33,Very Good,H,VVS2,62.4,60.0,666.0,4.39,4.42,2.75 +522,0.71,Premium,G,VS1,62.2,59.0,2825.0,5.73,5.66,3.54 +36471,0.43,Good,F,VS1,63.4,57.0,943.0,4.76,4.8,3.03 +40400,0.34,Ideal,D,VVS1,61.7,57.0,1133.0,4.49,4.52,2.78 +44188,0.51,Ideal,F,VS2,60.6,56.0,1569.0,5.17,5.19,3.14 +31426,0.3,Ideal,H,IF,61.5,58.0,764.0,4.28,4.3,2.64 +34085,0.36,Ideal,D,VS2,61.5,57.0,852.0,4.56,4.58,2.81 +40427,0.45,Ideal,G,VVS2,61.2,56.0,1135.0,4.91,4.96,3.02 +51138,0.73,Premium,E,SI2,60.1,59.0,2341.0,5.87,5.82,3.51 +37027,0.33,Ideal,G,VVS2,63.0,57.0,965.0,4.42,4.38,2.77 +40040,0.52,Very Good,H,SI1,62.6,55.0,1111.0,5.12,5.16,3.22 +53276,0.79,Very Good,H,SI1,63.4,57.0,2649.0,5.86,5.9,3.73 +8081,1.23,Premium,J,VS2,58.0,61.0,4338.0,7.07,7.03,4.09 +1139,0.71,Very Good,D,SI1,60.1,60.0,2921.0,5.76,5.79,3.47 +21960,1.02,Very Good,E,IF,61.7,60.0,10029.0,6.38,6.52,3.98 +52985,0.72,Ideal,I,VVS2,62.5,56.0,2594.0,5.71,5.74,3.58 +33331,0.41,Ideal,I,VVS2,61.6,57.0,827.0,4.76,4.78,2.94 +29694,0.31,Premium,G,VVS2,62.2,59.0,707.0,4.32,4.36,2.7 +47841,0.53,Ideal,F,SI1,60.0,57.0,1908.0,5.3,5.27,3.17 +34692,0.3,Ideal,F,IF,61.3,56.0,873.0,4.3,4.34,2.65 +25572,1.97,Premium,F,SI2,61.1,58.0,14410.0,8.05,8.11,4.94 +33183,0.41,Premium,D,SI2,62.3,61.0,818.0,4.75,4.72,2.95 +47336,0.23,Very Good,E,VVS1,63.5,54.0,530.0,3.92,3.95,2.5 +3688,0.9,Good,I,VS1,62.8,59.0,3447.0,6.11,6.18,3.86 +30226,0.33,Ideal,E,VS2,60.6,55.0,723.0,4.48,4.5,2.72 +53718,0.51,Ideal,E,VVS1,61.9,54.0,2720.0,5.11,5.17,3.18 +6183,0.97,Premium,F,SI2,59.9,59.0,3993.0,6.45,6.38,3.84 +49430,0.7,Ideal,J,VS1,61.4,55.0,2107.0,5.72,5.75,3.53 +25000,1.5,Very Good,G,VS2,61.1,60.0,13528.0,7.4,7.3,4.49 +30382,0.34,Very Good,F,VS2,61.5,58.2,730.0,4.49,4.51,2.77 +35716,0.3,Ideal,D,VS2,60.8,57.0,911.0,4.34,4.31,2.63 +6547,1.01,Premium,H,SI2,59.4,59.0,4072.0,6.56,6.53,3.89 +18580,1.51,Premium,I,SI2,60.4,56.0,7577.0,7.4,7.36,4.46 +11177,1.0,Very Good,H,SI1,61.9,58.0,4953.0,6.3,6.37,3.92 +18403,1.59,Premium,I,VS2,62.0,58.0,7479.0,7.44,7.39,4.6 +1203,0.81,Very Good,H,SI1,60.2,58.0,2936.0,6.06,6.1,3.66 +43252,0.42,Premium,G,IF,60.2,59.0,1400.0,4.8,4.87,2.91 +13871,1.11,Ideal,D,SI2,61.6,55.0,5648.0,6.66,6.62,4.09 +50486,0.7,Premium,G,SI2,58.0,60.0,2268.0,5.91,5.88,3.42 +53332,0.79,Very Good,F,SI2,62.6,57.0,2655.0,5.84,5.86,3.66 +9854,1.07,Ideal,F,SI2,61.5,57.0,4678.0,6.57,6.6,4.05 +38726,0.4,Ideal,G,VVS1,61.2,56.0,1043.0,4.77,4.8,2.93 +9419,1.01,Good,G,SI1,63.5,60.0,4588.0,6.3,6.33,4.01 +43703,0.51,Very Good,H,VS2,61.4,55.8,1436.0,5.14,5.19,3.17 +22598,1.23,Very Good,F,VVS2,58.5,59.0,10650.0,6.98,7.07,4.11 +22457,1.5,Premium,I,VVS2,60.2,58.0,10483.0,7.5,7.34,4.47 +11158,1.02,Ideal,D,SI2,61.4,56.0,4946.0,6.42,6.57,3.99 +41408,0.38,Very Good,D,VVS2,59.1,59.9,1225.0,4.71,4.75,2.79 +39821,0.3,Premium,E,IF,61.9,58.0,1097.0,4.3,4.26,2.65 +26849,2.01,Premium,I,VS2,62.7,58.0,16778.0,7.98,7.94,4.99 +25415,1.7,Good,H,VVS2,63.1,57.0,14146.0,7.52,7.61,4.77 +46127,0.51,Ideal,F,VS1,61.9,56.0,1744.0,5.11,5.17,3.18 +29513,0.32,Ideal,E,VS2,62.1,55.0,702.0,4.4,4.42,2.74 +841,0.72,Ideal,I,VS1,62.4,55.0,2868.0,5.72,5.75,3.58 +26641,2.04,Very Good,I,SI1,63.6,60.0,16420.0,7.97,7.86,5.03 +53784,0.73,Ideal,E,SI1,62.8,57.0,2728.0,5.73,5.74,3.6 +44459,0.55,Very Good,D,SI1,63.1,56.0,1593.0,5.19,5.22,3.28 +36809,0.3,Ideal,G,IF,61.7,55.0,956.0,4.34,4.31,2.67 +12586,1.31,Premium,I,SI1,62.0,58.0,5282.0,7.01,6.98,4.34 +52861,0.5,Fair,E,VS2,79.0,73.0,2579.0,5.21,5.18,4.09 +24408,1.52,Very Good,H,VVS2,62.8,56.0,12648.0,7.3,7.32,4.59 +10509,1.01,Very Good,D,SI2,60.5,58.0,4799.0,6.45,6.5,3.92 +4501,0.9,Premium,H,VS2,60.0,59.0,3629.0,6.23,6.16,3.72 +45555,0.51,Ideal,D,SI1,62.8,56.0,1687.0,5.09,5.07,3.19 +47496,0.5,Ideal,G,VVS1,61.8,54.0,1865.0,5.13,5.16,3.18 +10830,1.11,Very Good,H,SI1,62.0,55.0,4871.0,6.61,6.68,4.12 +51396,0.51,Very Good,E,VVS1,59.7,59.0,2369.0,5.19,5.2,3.1 +28642,0.33,Premium,F,SI2,62.3,58.0,434.0,4.4,4.43,2.75 +31731,0.31,Ideal,G,VVS1,62.5,56.0,772.0,4.3,4.34,2.69 +22497,1.71,Ideal,H,VS2,63.0,57.0,10534.0,7.57,7.53,4.76 +7737,0.43,Premium,H,I1,62.0,59.0,581.0,4.83,4.78,2.98 +7431,1.02,Very Good,H,SI2,62.6,60.0,4229.0,6.3,6.38,3.97 +18767,1.22,Very Good,H,VS1,62.4,59.0,7673.0,6.91,6.85,4.29 +53245,0.73,Ideal,E,SI1,60.5,57.0,2644.0,5.85,5.88,3.55 +51485,0.58,Ideal,F,VVS2,61.9,56.0,2380.0,5.35,5.38,3.32 +31328,0.3,Very Good,E,VVS2,62.4,57.0,759.0,4.28,4.31,2.68 +11149,1.11,Ideal,F,SI2,61.7,55.0,4942.0,6.66,6.63,4.1 +13608,1.3,Premium,J,SI1,61.9,56.0,5569.0,7.07,7.04,4.37 +15937,1.05,Very Good,D,VS2,62.9,57.0,6373.0,6.39,6.51,4.06 +36475,0.43,Very Good,G,VS1,61.0,58.0,943.0,4.89,4.92,2.99 +4523,1.0,Good,D,SI2,63.9,56.0,3634.0,6.32,6.27,4.02 +20275,1.2,Ideal,G,VS1,62.4,57.1,8698.0,6.72,6.79,4.23 +29682,0.35,Ideal,F,SI1,61.1,56.0,707.0,4.56,4.58,2.79 +27328,2.11,Very Good,E,SI2,62.4,61.0,17871.0,8.1,8.19,5.08 +47060,0.59,Ideal,D,SI1,61.2,56.0,1821.0,5.43,5.38,3.31 +37344,0.31,Ideal,D,VVS2,61.9,56.0,982.0,4.39,4.37,2.71 +45330,0.32,Ideal,G,VS2,62.1,56.0,524.0,4.36,4.4,2.72 +14370,1.2,Very Good,I,SI1,62.4,59.0,5816.0,6.73,6.79,4.22 +48046,0.51,Ideal,G,VVS2,61.9,55.0,1926.0,5.14,5.17,3.19 +7287,1.07,Very Good,G,SI2,58.5,61.0,4201.0,6.59,6.71,3.89 +46801,0.7,Premium,F,SI2,60.3,58.0,1806.0,5.79,5.76,3.48 +22798,1.74,Very Good,I,SI1,58.7,60.0,10823.0,7.84,7.9,4.62 +6947,0.96,Very Good,F,SI2,60.9,57.0,4142.0,6.38,6.42,3.9 +28864,0.36,Ideal,H,SI1,61.4,56.0,684.0,4.56,4.59,2.81 +50589,0.7,Good,G,VS2,63.1,58.0,2282.0,5.66,5.69,3.58 +14381,0.3,Premium,F,VS2,61.4,60.0,605.0,4.27,4.3,2.63 +21721,2.06,Very Good,F,I1,58.7,61.0,9789.0,8.31,8.33,4.88 +37743,0.31,Ideal,D,VVS2,60.9,57.0,997.0,4.42,4.38,2.68 +17909,1.51,Good,I,SI1,63.9,63.0,7233.0,7.17,7.2,4.59 +53014,0.71,Very Good,G,VS2,62.9,57.0,2598.0,5.69,5.72,3.59 +18294,1.5,Good,G,SI1,58.4,65.0,7434.0,7.45,7.41,4.34 +13362,0.24,Very Good,F,VS2,62.9,58.0,419.0,3.94,4.01,2.5 +44657,0.35,Premium,G,SI1,60.3,60.0,522.0,4.57,4.59,2.76 +32418,0.41,Ideal,D,SI1,62.2,57.0,791.0,4.7,4.76,2.94 +30844,0.33,Ideal,H,VS1,61.8,56.0,743.0,4.46,4.41,2.74 +35448,0.32,Premium,E,VS2,62.6,58.0,900.0,4.4,4.36,2.74 +16603,1.91,Fair,H,SI2,64.6,56.0,6632.0,7.76,7.7,4.99 +47338,0.23,Very Good,E,VVS1,62.3,58.0,530.0,3.88,3.99,2.45 +32256,0.3,Ideal,E,VVS2,61.6,57.0,789.0,4.29,4.32,2.65 +16974,1.07,Premium,G,VS2,61.9,58.0,6779.0,6.54,6.55,4.05 +39348,0.46,Ideal,I,VS2,62.2,56.0,1073.0,4.96,4.9,3.07 +4810,1.08,Premium,G,SI2,59.3,61.0,3701.0,6.66,6.61,3.94 +36058,0.31,Very Good,G,IF,61.7,54.0,924.0,4.33,4.36,2.68 +12006,1.01,Fair,D,SI1,64.4,61.0,5147.0,6.17,6.13,3.96 +39235,0.32,Ideal,D,VVS1,61.8,56.0,1067.0,4.39,4.41,2.72 +34089,0.36,Ideal,D,VS2,61.8,56.0,852.0,4.56,4.6,2.83 +49920,0.7,Very Good,G,SI1,63.3,61.0,2184.0,5.6,5.55,3.53 +14054,0.31,Premium,E,SI1,62.7,58.0,605.0,4.35,4.32,2.72 +23465,1.81,Premium,H,SI2,62.0,60.0,11460.0,7.79,7.75,4.82 +35429,0.32,Premium,E,VS2,61.2,59.0,900.0,4.43,4.4,2.7 +35944,0.3,Ideal,F,SI1,61.9,56.0,475.0,4.3,4.32,2.67 +18789,1.08,Premium,D,VS2,61.2,60.0,7683.0,6.61,6.63,4.05 +28453,0.38,Ideal,H,SI1,62.0,54.0,671.0,4.66,4.72,2.91 +39353,0.52,Very Good,I,SI1,63.3,55.0,1073.0,5.13,5.1,3.24 +44342,0.5,Very Good,D,VS2,63.8,56.0,1580.0,5.05,5.08,3.23 +33807,0.4,Good,I,VVS1,63.3,57.0,842.0,4.67,4.71,2.97 +52185,0.7,Good,H,VVS2,63.7,54.0,2477.0,5.72,5.62,3.61 +39131,0.41,Premium,G,VS2,61.6,58.0,1061.0,4.78,4.73,2.93 +9481,1.07,Ideal,H,SI2,61.0,55.0,4604.0,6.62,6.65,4.05 +20091,1.06,Ideal,E,VS1,62.1,57.0,8567.0,6.52,6.49,4.04 +49440,0.7,Good,F,SI2,61.6,61.0,2109.0,5.66,5.68,3.49 +21601,1.52,Ideal,H,SI1,61.8,57.0,9700.0,7.43,7.32,4.56 +25704,0.35,Ideal,D,SI1,61.6,55.0,644.0,4.53,4.56,2.8 +28329,0.33,Ideal,G,VS1,62.1,54.0,666.0,4.45,4.47,2.77 +35607,0.31,Very Good,H,VVS1,63.3,56.0,907.0,4.32,4.3,2.73 +34710,0.38,Ideal,F,SI1,61.0,56.0,874.0,4.7,4.73,2.87 +49116,0.72,Very Good,J,VS1,62.8,58.0,2066.0,5.71,5.73,3.59 +37250,0.4,Very Good,D,VVS2,59.4,61.0,977.0,4.77,4.82,2.85 +50448,0.7,Very Good,F,SI1,63.3,59.0,2264.0,5.57,5.62,3.54 +52603,0.83,Premium,G,SI2,61.9,56.0,2543.0,6.04,5.97,3.72 +41093,0.42,Very Good,H,VVS1,62.2,56.0,1193.0,4.78,4.81,2.98 +20872,1.14,Ideal,G,VS1,61.7,56.0,9090.0,6.67,6.71,4.13 +38134,0.3,Premium,G,VVS1,61.8,59.0,1013.0,4.33,4.28,2.66 +50048,0.7,Very Good,H,SI1,61.5,55.0,2200.0,5.72,5.76,3.53 +7836,1.01,Ideal,G,SI2,61.5,57.0,4299.0,6.5,6.42,3.97 +26307,2.06,Very Good,G,SI2,59.8,61.0,15805.0,8.22,8.26,4.93 +49875,0.76,Premium,I,VS2,62.8,61.0,2175.0,5.78,5.74,3.62 +26275,2.11,Premium,G,SI2,59.1,59.0,15757.0,8.33,8.4,4.94 +39847,0.51,Very Good,F,SI2,62.7,56.0,1100.0,5.07,5.1,3.19 +31810,0.43,Very Good,D,SI1,61.0,57.0,774.0,4.85,4.88,2.97 +46572,0.5,Ideal,G,VVS2,62.7,54.0,1784.0,5.05,5.09,3.18 +18412,1.57,Premium,I,SI2,60.9,58.0,7484.0,7.53,7.51,4.58 +47252,0.52,Premium,D,VS2,62.8,58.0,1842.0,5.14,5.11,3.22 +18080,1.34,Premium,D,SI2,61.5,58.0,7305.0,7.04,7.07,4.34 +33352,0.41,Ideal,G,VS2,62.7,55.0,827.0,4.75,4.79,2.99 +2741,0.61,Ideal,F,VVS2,61.5,55.0,3248.0,5.47,5.53,3.38 +18467,1.29,Ideal,H,SI1,61.8,55.0,7513.0,6.99,6.95,4.31 +10977,1.01,Premium,D,SI1,59.1,61.0,4909.0,6.5,6.46,3.83 +18772,1.03,Very Good,E,VS1,62.8,55.0,7677.0,6.4,6.52,4.06 +9642,1.1,Very Good,I,SI1,61.2,61.0,4640.0,6.61,6.66,4.01 +1921,0.7,Good,D,VS2,57.7,60.0,3082.0,5.83,5.86,3.37 +5620,1.02,Very Good,F,SI2,58.7,63.0,3875.0,6.49,6.46,3.8 +4319,0.9,Good,E,SI2,64.1,58.0,3595.0,6.04,6.09,3.89 +29212,0.32,Ideal,F,VS1,61.2,56.2,695.0,4.41,4.44,2.71 +2273,0.95,Fair,J,SI1,58.0,66.0,3154.0,6.5,6.46,3.76 +49049,0.72,Good,H,SI2,57.9,58.0,2056.0,5.98,5.91,3.44 +49946,0.52,Ideal,F,VVS1,60.9,57.0,2188.0,5.2,5.25,3.18 +45304,0.3,Ideal,D,SI1,62.0,53.0,524.0,4.33,4.35,2.69 +4615,0.7,Ideal,F,VS1,61.2,56.0,3662.0,5.73,5.76,3.52 +38428,0.48,Ideal,H,VS2,62.2,54.0,1026.0,5.04,5.05,3.14 +36607,0.32,Very Good,G,SI1,63.0,56.0,477.0,4.35,4.38,2.75 +20597,1.21,Good,E,VS1,61.7,58.0,8902.0,6.73,6.78,4.17 +42668,0.44,Premium,E,VVS2,60.0,59.0,1334.0,4.99,4.95,2.98 +24606,1.98,Fair,H,VS1,58.3,69.0,12923.0,8.28,8.17,4.8 +22084,1.07,Ideal,E,VVS2,61.7,57.0,10104.0,6.55,6.61,4.06 +32630,0.23,Good,F,VVS1,58.1,52.0,458.0,4.03,4.1,2.36 +9381,0.36,Premium,G,VS2,62.5,58.0,589.0,4.51,4.55,2.83 +2921,0.7,Ideal,D,VS1,62.5,57.0,3287.0,5.64,5.68,3.54 +26549,1.87,Premium,E,SI1,61.9,58.0,16232.0,7.94,7.88,4.9 +51343,0.79,Fair,G,SI1,65.3,76.0,2362.0,5.52,5.13,3.35 +15006,1.22,Premium,I,VS2,59.3,59.0,6045.0,6.96,7.01,4.14 +179,0.71,Premium,E,VS2,62.7,58.0,2776.0,5.74,5.68,3.58 +37199,0.35,Ideal,G,IF,61.8,56.0,974.0,4.52,4.57,2.81 +23440,1.7,Very Good,D,SI2,60.8,59.0,11431.0,7.76,7.83,4.75 +31664,0.38,Ideal,H,VS1,62.2,53.7,768.0,4.63,4.68,2.9 +21937,1.05,Ideal,F,VVS2,60.5,55.0,10011.0,6.67,6.58,4.01 +6978,0.9,Premium,G,VS2,61.1,58.0,4152.0,6.22,6.25,3.81 +12657,1.25,Premium,J,VS2,62.2,59.0,5299.0,6.86,6.88,4.27 +32101,0.33,Ideal,D,VS2,62.1,56.0,781.0,4.42,4.47,2.76 +23336,1.58,Premium,G,VS1,60.8,58.0,11380.0,7.58,7.52,4.59 +37341,0.41,Good,E,VS2,63.1,64.0,981.0,4.66,4.63,2.93 +28648,0.31,Ideal,E,SI2,61.7,56.0,435.0,4.35,4.4,2.7 +28677,0.24,Ideal,F,VVS1,60.8,55.0,678.0,4.03,4.06,2.46 +2498,1.01,Fair,F,SI1,66.1,60.0,3197.0,6.15,6.13,4.06 +43053,0.51,Ideal,I,VS1,62.0,57.0,1376.0,5.1,5.13,3.17 +19225,1.01,Premium,E,VS1,60.8,59.0,7964.0,6.46,6.42,3.92 +13269,1.0,Good,G,VS2,63.7,57.0,5484.0,6.32,6.28,4.01 +10146,1.14,Ideal,I,SI1,61.8,57.0,4724.0,6.76,6.68,4.15 +45610,0.56,Ideal,H,VS1,62.2,55.3,1691.0,5.26,5.31,3.28 +52392,0.62,Ideal,D,VS1,61.9,57.0,2508.0,5.47,5.55,3.41 +24262,1.58,Very Good,H,VS1,60.3,62.0,12483.0,7.53,7.57,4.55 +1360,0.9,Fair,J,VS1,65.4,60.0,2964.0,6.02,5.93,3.91 +52094,0.75,Ideal,F,SI2,62.4,56.0,2458.0,5.84,5.79,3.63 +17210,1.21,Ideal,H,SI1,62.2,54.0,6876.0,6.8,6.86,4.25 +46397,0.5,Ideal,D,SI1,59.9,60.0,1764.0,5.15,5.13,3.08 +7168,0.78,Ideal,D,VS2,62.3,54.0,4183.0,5.87,5.91,3.67 +21909,1.76,Ideal,H,SI1,62.2,56.0,9974.0,7.73,7.7,4.8 +13092,1.0,Good,F,VS2,63.1,56.0,5420.0,6.27,6.31,3.97 +7013,1.16,Premium,H,SI2,58.8,61.0,4157.0,6.93,6.84,4.05 +29255,0.33,Ideal,H,VVS1,60.2,60.0,698.0,4.49,4.52,2.71 +8220,1.09,Very Good,J,VS2,62.3,59.0,4372.0,6.56,6.63,4.11 +19839,1.02,Ideal,G,VVS2,61.6,57.0,8401.0,6.45,6.47,3.98 +6616,0.9,Premium,H,VS2,62.7,59.0,4082.0,6.15,6.1,3.84 +49547,0.7,Very Good,I,VS1,63.1,54.0,2129.0,5.61,5.67,3.56 +8200,1.04,Premium,H,SI2,58.6,60.0,4368.0,6.67,6.63,3.9 +36637,0.41,Very Good,D,SI1,63.4,55.0,947.0,4.72,4.68,2.98 +19182,1.06,Ideal,G,VVS2,61.6,56.3,7934.0,6.53,6.56,4.03 +20847,1.26,Very Good,F,VS2,61.4,59.0,9071.0,6.86,6.96,4.24 +36828,0.36,Ideal,D,VVS2,61.9,53.0,957.0,4.57,4.6,2.84 +53149,0.8,Very Good,E,SI2,62.4,55.0,2623.0,5.88,5.92,3.68 +49032,0.51,Ideal,F,VVS2,60.4,56.0,2054.0,5.18,5.22,3.14 +21341,1.01,Ideal,E,VVS2,62.0,56.0,9483.0,6.43,6.35,4.01 +50532,0.71,Fair,G,VS2,65.7,56.0,2274.0,5.51,5.54,3.63 +14482,1.2,Premium,F,SI2,62.6,58.0,5846.0,6.79,6.73,4.23 +35875,0.4,Ideal,D,VS2,62.8,56.0,918.0,4.66,4.7,2.94 +9375,0.32,Ideal,I,VVS1,62.5,55.0,589.0,4.37,4.4,2.74 +53229,0.71,Good,D,SI1,64.0,56.0,2641.0,5.59,5.63,3.59 +9630,1.15,Premium,I,SI1,62.2,56.0,4637.0,6.77,6.67,4.18 +38851,0.4,Premium,G,VVS2,58.9,58.0,1050.0,4.84,4.8,2.84 +43026,0.46,Premium,E,VS1,61.9,58.0,1372.0,4.91,4.94,3.05 +51936,0.72,Ideal,F,SI1,61.8,57.0,2440.0,5.68,5.74,3.53 +25951,2.35,Very Good,I,SI2,58.5,57.0,15122.0,8.72,8.77,5.12 +48486,0.55,Ideal,F,VS1,61.6,57.0,1980.0,5.29,5.23,3.24 +8637,0.85,Premium,F,VVS2,61.2,60.0,4451.0,6.13,6.1,3.74 +7392,0.33,Ideal,G,VS2,62.0,57.0,579.0,4.44,4.47,2.76 +26036,0.32,Ideal,F,VS2,62.1,57.0,645.0,4.35,4.38,2.71 +12183,1.01,Ideal,F,SI1,62.0,57.0,5184.0,6.38,6.42,3.97 +52184,0.78,Very Good,F,SI2,58.3,62.0,2477.0,6.04,6.11,3.54 +20556,1.7,Very Good,J,SI1,61.9,59.0,8870.0,7.59,7.64,4.71 +20378,0.31,Ideal,F,VS2,61.5,56.0,625.0,4.34,4.37,2.68 +3952,0.71,Ideal,G,VVS2,61.5,56.0,3504.0,5.74,5.69,3.52 +18587,1.0,Very Good,G,VVS2,59.8,59.0,7584.0,6.47,6.51,3.88 +27341,2.48,Very Good,H,SI1,63.3,56.0,17893.0,8.6,8.55,5.43 +16471,1.0,Ideal,F,VS2,61.7,54.0,6580.0,6.42,6.39,3.95 +29818,0.3,Premium,D,SI1,62.2,61.0,709.0,4.28,4.24,2.65 +17027,1.02,Ideal,H,VVS2,62.1,56.0,6797.0,6.5,6.45,4.02 +47978,0.38,Ideal,G,SI2,62.0,55.0,532.0,4.66,4.69,2.9 +13961,1.51,Premium,I,SI2,61.2,62.0,5682.0,7.28,7.19,4.43 +27949,0.3,Very Good,G,SI1,62.4,54.0,432.0,4.33,4.35,2.71 +6456,0.91,Premium,D,SI2,61.5,56.0,4051.0,6.27,6.22,3.84 +42631,0.51,Ideal,H,SI1,62.1,55.0,1331.0,5.17,5.15,3.2 +14814,1.22,Very Good,I,VS1,61.6,60.0,5966.0,6.86,6.8,4.21 +22529,1.21,Ideal,G,VVS2,61.3,57.0,10568.0,6.83,6.85,4.19 +6462,0.71,Ideal,E,VS1,61.1,57.0,4053.0,5.74,5.78,3.52 +18631,1.11,Ideal,D,VS2,62.0,57.0,7602.0,6.62,6.67,4.12 +38181,0.41,Ideal,D,SI1,60.8,57.0,1015.0,4.84,4.8,2.93 +1913,0.79,Very Good,D,SI2,63.2,57.0,3081.0,5.81,5.86,3.69 +41340,0.42,Ideal,E,VVS2,61.8,56.0,1216.0,4.78,4.8,2.96 +27683,2.07,Good,I,VS2,61.8,61.0,18707.0,8.12,8.16,5.03 +5113,0.72,Ideal,F,VS1,61.5,56.0,3759.0,5.74,5.77,3.53 +22873,2.32,Premium,I,SI2,62.1,58.0,10913.0,8.47,8.43,5.25 +35803,0.31,Premium,F,IF,61.9,58.0,914.0,4.36,4.39,2.71 +17430,1.5,Very Good,J,SI1,62.5,58.0,6987.0,7.24,7.29,4.54 +39477,0.41,Ideal,E,VS1,61.8,55.0,1079.0,4.75,4.8,2.95 +50886,0.72,Premium,G,SI1,61.3,56.0,2316.0,5.79,5.76,3.54 +27639,3.04,Premium,I,SI2,59.3,60.0,18559.0,9.51,9.46,5.62 +38438,0.49,Premium,G,SI1,62.5,58.0,1026.0,5.03,4.98,3.13 +52301,0.32,Ideal,I,VVS2,61.2,56.0,548.0,4.41,4.45,2.71 +52545,0.74,Premium,H,VS2,62.1,56.0,2532.0,5.83,5.79,3.61 +42356,0.51,Very Good,I,VS1,62.5,59.0,1301.0,5.1,5.14,3.2 +21146,1.51,Premium,I,VS2,61.8,59.0,9301.0,7.36,7.4,4.56 +43526,0.59,Ideal,D,SI2,59.1,57.0,1425.0,5.52,5.48,3.25 +16560,1.31,Ideal,I,VS1,62.1,56.0,6617.0,7.01,7.04,4.36 +10804,1.06,Premium,F,SI1,61.9,58.0,4862.0,6.58,6.53,4.06 +13974,1.23,Good,D,SI2,60.5,64.0,5689.0,6.94,6.88,4.18 +1644,0.7,Good,F,VVS1,63.2,58.0,3018.0,5.58,5.62,3.54 +31799,0.42,Ideal,F,SI1,60.6,57.0,773.0,4.84,4.9,2.95 +26523,1.5,Ideal,G,VS1,61.3,56.0,16171.0,7.41,7.37,4.53 +29719,0.31,Ideal,G,VVS2,62.7,57.0,707.0,4.31,4.33,2.71 +27177,2.48,Very Good,I,SI2,63.0,62.0,17448.0,8.58,8.62,5.42 +43446,0.5,Premium,E,SI1,62.0,59.0,1415.0,5.1,5.06,3.15 +22757,2.01,Very Good,H,SI2,63.3,60.0,10772.0,7.84,7.77,4.94 +27886,0.3,Ideal,G,VVS2,62.5,53.0,655.0,4.31,4.33,2.7 +4635,0.74,Ideal,D,VS2,61.4,58.0,3668.0,5.8,5.83,3.57 +48805,0.5,Ideal,F,VVS2,62.2,54.0,2025.0,5.07,5.12,3.17 +51313,0.31,Ideal,G,VS2,62.3,56.0,544.0,4.29,4.34,2.69 +5932,1.1,Ideal,E,I1,61.9,56.0,3942.0,6.63,6.59,4.09 +51321,0.31,Ideal,E,SI1,62.7,54.0,544.0,4.35,4.36,2.73 +29462,0.32,Ideal,F,VS1,61.9,56.0,702.0,4.36,4.4,2.71 +47048,0.6,Ideal,H,VS1,61.6,56.0,1820.0,5.4,5.42,3.33 +4590,1.01,Good,J,VS2,62.8,58.0,3655.0,6.3,6.35,3.97 +8634,0.92,Premium,H,VS2,62.4,60.0,4451.0,6.24,6.16,3.87 +51127,0.6,Ideal,E,VS1,59.6,59.0,2339.0,5.52,5.45,3.27 +13022,0.29,Ideal,G,VVS2,61.3,56.0,600.0,4.23,4.25,2.6 +31574,0.31,Ideal,E,VVS2,60.8,56.0,767.0,4.39,4.42,2.68 +23349,0.3,Ideal,G,SI2,61.6,56.0,422.0,4.32,4.35,2.67 +30534,0.4,Good,J,VS1,64.0,56.0,734.0,4.69,4.66,2.99 +25830,1.58,Premium,G,VVS2,62.4,56.0,14855.0,7.5,7.4,4.65 +51686,0.55,Very Good,E,VVS2,60.4,56.0,2399.0,5.36,5.38,3.24 +28988,0.41,Good,F,SI1,63.1,56.0,685.0,4.69,4.73,2.97 +31867,0.3,Ideal,H,VVS2,61.6,55.0,776.0,4.34,4.3,2.66 +1241,0.72,Ideal,F,VS2,62.0,56.0,2943.0,5.77,5.75,3.57 +15083,1.02,Very Good,G,VS2,63.0,57.0,6062.0,6.37,6.39,4.02 +51193,0.7,Very Good,E,SI1,62.9,57.0,2349.0,5.6,5.66,3.54 +15304,1.12,Ideal,I,SI1,60.3,57.0,6143.0,6.74,6.79,4.08 +35509,0.41,Premium,E,SI1,62.8,58.0,904.0,4.77,4.72,2.98 +8735,0.9,Premium,G,VS1,62.3,60.0,4460.0,6.08,6.0,3.76 +7155,1.22,Good,G,SI2,64.0,61.0,4181.0,6.75,6.68,4.3 +27934,0.31,Ideal,I,SI1,61.4,56.0,430.0,4.35,4.38,2.68 +8484,0.83,Ideal,F,VS2,62.3,56.0,4417.0,5.99,6.02,3.74 +19679,1.03,Ideal,E,VS1,61.7,56.0,8284.0,6.47,6.53,4.01 +6040,0.37,Good,F,SI1,63.7,55.0,575.0,4.55,4.59,2.91 +50581,0.71,Very Good,D,SI2,61.8,63.0,2279.0,5.73,5.67,3.52 +25310,2.0,Premium,G,SI2,61.1,60.0,13986.0,8.1,8.03,4.93 +53347,0.57,Ideal,F,IF,61.3,56.0,2656.0,5.32,5.36,3.28 +19508,1.6,Ideal,J,SI1,62.2,55.0,8138.0,7.46,7.53,4.66 +23352,0.3,Ideal,I,SI1,61.9,57.0,422.0,4.28,4.31,2.66 +8322,1.0,Premium,E,SI2,60.6,61.0,4390.0,6.44,6.39,3.89 +28819,0.31,Ideal,D,VS1,61.8,55.0,683.0,4.34,4.36,2.69 +49593,0.7,Very Good,I,SI1,62.2,58.0,2136.0,5.63,5.66,3.51 +46051,0.57,Very Good,E,VS2,60.7,58.0,1732.0,5.37,5.33,3.25 +20164,1.58,Very Good,H,SI2,62.4,57.0,8620.0,7.36,7.45,4.62 +42632,0.53,Good,E,SI1,64.1,54.0,1332.0,5.11,5.16,3.29 +19021,0.3,Very Good,E,VS1,63.6,54.0,620.0,4.28,4.33,2.74 +17747,1.51,Premium,G,SI2,62.7,57.0,7145.0,7.33,7.29,4.58 +13585,1.05,Premium,F,SI1,60.3,60.0,5557.0,6.66,6.54,3.98 +42348,0.46,Ideal,H,SI1,61.2,56.0,1299.0,4.97,5.0,3.05 +27033,0.32,Ideal,G,VS1,61.9,55.0,645.0,4.39,4.43,2.73 +13760,1.03,Ideal,E,SI1,62.0,53.0,5608.0,6.47,6.5,4.02 +317,0.73,Ideal,F,VS2,62.5,55.0,2801.0,5.8,5.76,3.61 +1092,0.77,Good,F,VS2,60.3,61.0,2911.0,5.89,5.96,3.57 +48686,0.77,Premium,J,VS1,62.2,61.0,2005.0,5.85,5.82,3.63 +36016,0.35,Ideal,E,VS1,61.5,57.0,921.0,4.55,4.52,2.79 +36671,0.49,Premium,E,SI2,61.7,57.0,949.0,5.08,5.06,3.13 +44234,0.54,Ideal,F,VS2,61.3,57.0,1572.0,5.28,5.25,3.23 +20957,1.54,Ideal,J,VVS2,62.8,58.0,9171.0,7.32,7.37,4.61 +41448,0.4,Ideal,G,IF,62.0,56.0,1229.0,4.73,4.76,2.94 +32075,0.32,Ideal,F,VS2,61.4,55.0,781.0,4.43,4.46,2.73 +26744,2.44,Very Good,J,VS2,60.1,59.0,16533.0,8.75,8.83,5.28 +42229,0.39,Premium,D,VVS2,61.1,60.0,1290.0,4.7,4.66,2.86 +32509,0.4,Premium,E,SI2,58.7,59.0,798.0,4.82,4.78,2.82 +7879,0.9,Premium,G,VS2,61.5,60.0,4309.0,6.16,6.13,3.78 +12590,1.11,Premium,F,SI2,62.2,57.0,5284.0,6.67,6.61,4.13 +47998,0.37,Good,H,SI1,63.2,57.0,533.0,4.54,4.58,2.88 +12632,1.0,Premium,F,SI1,62.3,59.0,5292.0,6.43,6.37,3.99 +12452,1.21,Very Good,I,SI1,62.9,56.0,5245.0,6.73,6.79,4.25 +386,0.99,Fair,I,SI2,68.1,56.0,2811.0,6.21,6.06,4.18 +19321,1.2,Very Good,G,VS2,63.5,57.0,8032.0,6.76,6.66,4.26 +42655,0.4,Premium,E,VVS1,61.4,59.0,1333.0,4.68,4.74,2.89 +39755,0.56,Ideal,J,VS2,61.7,54.0,1094.0,5.31,5.36,3.29 +45069,0.55,Ideal,E,VS2,59.3,57.0,1643.0,5.39,5.43,3.21 +47803,0.99,Fair,J,I1,62.9,58.0,1901.0,6.33,6.1,3.91 +49781,0.7,Very Good,F,SI1,62.3,58.0,2161.0,5.62,5.78,3.55 +45469,0.5,Ideal,E,VS2,62.9,55.0,1676.0,5.11,5.07,3.2 +10772,1.01,Very Good,H,SI1,61.8,60.0,4855.0,6.38,6.44,3.96 +9680,1.0,Very Good,I,SI1,58.5,61.0,4649.0,6.51,6.55,3.82 +15025,1.0,Premium,G,VS2,58.6,61.0,6048.0,6.61,6.57,3.86 +33537,0.35,Ideal,D,VS2,61.6,56.0,829.0,4.53,4.56,2.8 +15298,1.29,Premium,I,SI1,62.1,57.0,6140.0,7.03,6.92,4.33 +35332,0.32,Ideal,F,VVS1,62.0,55.0,898.0,4.41,4.43,2.74 +33371,0.41,Ideal,I,VVS2,61.7,56.0,827.0,4.77,4.8,2.95 +8126,1.02,Very Good,J,VS2,63.9,57.9,4354.0,6.28,6.33,4.03 +28499,0.3,Ideal,E,VS1,62.0,53.0,673.0,4.31,4.33,2.68 +36820,0.7,Fair,G,I1,65.2,58.0,956.0,5.57,5.49,3.61 +30176,0.38,Ideal,H,VS1,61.1,55.0,721.0,4.68,4.72,2.87 +44760,0.52,Ideal,G,VS1,62.1,54.0,1621.0,5.14,5.17,3.2 +15800,1.12,Ideal,G,VS2,62.1,57.0,6322.0,6.63,6.6,4.11 +25080,2.01,Premium,H,VS2,62.6,59.0,13599.0,8.02,7.88,4.98 +5432,1.01,Good,F,SI2,63.0,60.0,3827.0,6.28,6.35,3.98 +42133,0.5,Premium,D,SI1,62.5,58.0,1279.0,5.06,4.98,3.14 +7659,1.21,Good,J,SI2,63.7,55.0,4269.0,6.81,6.75,4.32 +27471,2.08,Very Good,E,SI2,62.4,60.0,18128.0,8.13,8.15,5.08 +24827,1.73,Premium,H,VS2,59.2,61.0,13221.0,7.82,7.78,4.62 +1254,0.78,Very Good,H,VS1,61.7,56.0,2947.0,5.92,5.94,3.66 +23412,1.28,Ideal,G,IF,62.0,55.6,11401.0,6.94,6.96,4.31 +42982,0.41,Ideal,G,IF,62.3,55.0,1367.0,4.75,4.78,2.97 +12979,1.01,Very Good,D,SI1,59.8,56.0,5394.0,6.57,6.6,3.94 +14529,1.1,Ideal,I,VS1,62.3,55.0,5864.0,6.64,6.6,4.12 +28238,0.33,Very Good,F,VS2,62.4,57.0,666.0,4.39,4.43,2.75 +26976,1.53,Very Good,F,VVS2,62.8,59.0,17057.0,7.28,7.34,4.59 +3437,0.9,Premium,H,SI1,62.6,58.0,3387.0,6.12,6.08,3.82 +31996,0.3,Fair,F,VS2,65.4,55.0,776.0,4.25,4.22,2.77 +36403,0.31,Premium,E,VS1,60.0,59.0,942.0,4.42,4.38,2.64 +22548,1.24,Premium,G,IF,60.5,58.0,10584.0,6.94,7.0,4.22 +15476,1.19,Premium,H,VS2,62.6,56.0,6198.0,6.81,6.76,4.25 +16626,1.38,Premium,H,SI2,62.1,60.0,6646.0,7.13,7.08,4.41 +15433,1.11,Good,E,SI1,61.4,57.5,6178.0,6.62,6.66,4.08 +52555,0.7,Ideal,F,VS2,62.0,57.0,2535.0,5.71,5.67,3.53 +24554,2.06,Premium,I,SI2,61.1,57.0,12842.0,8.3,8.24,5.05 +2472,0.81,Ideal,G,SI1,62.2,57.0,3192.0,5.97,6.02,3.73 +33977,0.41,Premium,D,VS2,61.8,58.0,846.0,4.76,4.79,2.95 +17237,1.27,Premium,H,SI1,60.2,58.0,6892.0,7.04,6.99,4.22 +21667,1.51,Premium,H,SI1,60.3,62.0,9762.0,7.54,7.41,4.51 +22830,1.1,Ideal,F,VVS1,62.7,57.0,10861.0,6.57,6.63,4.14 +15012,1.51,Good,I,SI1,63.8,57.0,6046.0,7.21,7.18,4.59 +29684,0.31,Ideal,F,SI1,62.3,56.0,707.0,4.38,4.35,2.72 +13865,1.01,Premium,E,SI1,61.0,59.0,5646.0,6.44,6.47,3.94 +45022,0.54,Premium,H,VS1,60.8,61.0,1637.0,5.29,5.23,3.2 +1453,0.76,Premium,D,VS2,60.9,58.0,2977.0,5.9,5.85,3.58 +28979,0.25,Very Good,E,VS2,63.3,56.0,436.0,4.01,4.05,2.55 +41822,0.5,Ideal,D,SI2,61.0,57.0,1250.0,5.15,5.12,3.13 +53282,0.3,Ideal,D,SI1,62.2,56.0,552.0,4.25,4.3,2.66 +47167,0.46,Ideal,E,VS1,60.3,56.0,1834.0,5.02,5.06,3.04 +35554,0.35,Ideal,G,VS1,62.6,54.0,906.0,4.56,4.52,2.84 +21880,1.52,Premium,G,SI1,61.6,57.0,9952.0,7.4,7.33,4.54 +49008,0.53,Ideal,G,VVS2,61.4,57.0,2051.0,5.26,5.19,3.21 +40153,0.35,Premium,E,VVS1,61.0,58.0,1116.0,4.56,4.52,2.77 +42929,0.57,Very Good,F,SI1,58.6,57.0,1364.0,5.37,5.59,3.21 +12166,1.04,Premium,H,SI1,60.7,58.0,5179.0,6.55,6.53,3.97 +25644,2.01,Ideal,I,SI1,62.3,58.0,14540.0,8.06,8.02,5.01 +12658,1.04,Premium,F,SI1,62.2,60.0,5300.0,6.48,6.44,4.02 +1927,0.8,Premium,D,SI2,61.1,58.0,3082.0,5.94,5.9,3.62 +15620,1.51,Premium,G,SI2,60.0,60.0,6266.0,7.45,7.4,4.48 +45944,0.59,Very Good,F,VS2,61.8,58.0,1723.0,5.35,5.4,3.32 +6840,0.91,Very Good,D,SI2,61.5,56.0,4123.0,6.22,6.27,3.84 +22472,1.69,Very Good,I,SI1,61.8,60.0,10497.0,7.58,7.61,4.69 +20829,1.54,Premium,F,SI2,61.1,58.0,9055.0,7.47,7.36,4.53 +7262,1.01,Good,F,SI1,64.2,58.0,4199.0,6.31,6.33,4.06 +34853,0.3,Premium,G,VVS2,61.3,57.0,878.0,4.33,4.29,2.64 +13815,1.25,Very Good,J,VS1,61.8,58.0,5628.0,6.89,6.93,4.27 +22613,1.09,Very Good,F,IF,61.1,58.0,10663.0,6.63,6.69,4.07 +32708,0.31,Premium,F,VS2,61.7,58.0,802.0,4.38,4.34,2.69 +13609,1.02,Premium,H,VS1,58.5,57.0,5569.0,6.65,6.61,3.88 +46165,0.5,Ideal,E,VS2,62.2,54.0,1746.0,5.11,5.08,3.17 +47811,0.71,Very Good,I,SI2,61.9,54.0,1902.0,5.67,5.74,3.53 +45451,0.51,Ideal,D,VS2,61.5,56.0,1674.0,5.21,5.17,3.19 +31504,0.34,Premium,G,VS2,61.6,58.0,765.0,4.51,4.45,2.76 +19562,1.5,Good,G,SI2,64.3,57.0,8190.0,7.29,7.2,4.66 +7448,1.07,Good,F,SI2,58.7,64.0,4232.0,6.64,6.68,3.91 +51629,0.72,Fair,G,VS1,66.4,57.0,2396.0,5.6,5.51,3.69 +49175,0.7,Ideal,G,SI1,61.2,57.0,2074.0,5.71,5.79,3.52 +35020,0.4,Very Good,E,SI1,63.2,56.0,882.0,4.74,4.69,2.98 +35715,0.3,Ideal,D,VS2,61.8,55.0,911.0,4.36,4.32,2.68 +46157,0.5,Ideal,E,VS2,61.3,57.0,1746.0,5.15,5.13,3.15 +15709,0.24,Very Good,F,VVS1,62.2,57.0,608.0,3.97,4.0,2.48 +32326,0.3,Good,G,VVS1,63.2,58.0,789.0,4.23,4.25,2.68 +42242,0.59,Ideal,H,SI2,61.9,55.0,1292.0,5.37,5.39,3.33 +11184,1.12,Ideal,G,SI2,62.2,55.0,4955.0,6.68,6.64,4.14 +53572,0.71,Very Good,F,VS2,60.6,58.0,2697.0,5.74,5.81,3.5 +43553,0.5,Ideal,H,VS1,61.7,59.0,1429.0,5.07,5.14,3.15 +3249,0.8,Premium,E,SI1,61.5,58.0,3356.0,5.93,5.97,3.66 +49273,0.54,Ideal,G,VVS2,61.5,54.0,2090.0,5.26,5.24,3.23 +33376,0.41,Ideal,I,VVS2,62.3,56.0,827.0,4.73,4.77,2.96 +38899,0.53,Ideal,I,SI1,62.8,57.0,1052.0,5.15,5.2,3.25 +21471,1.51,Good,I,VS1,62.0,56.0,9569.0,7.23,7.29,4.5 +29262,0.31,Premium,G,VS2,61.0,56.0,698.0,4.37,4.35,2.66 +10973,1.24,Premium,F,SI2,62.7,59.0,4907.0,6.83,6.77,4.26 +43678,0.5,Premium,F,VS2,62.3,58.0,1436.0,5.02,5.06,3.14 +12357,1.01,Very Good,G,SI1,62.7,58.0,5231.0,6.35,6.4,4.0 +5083,0.9,Very Good,G,SI1,63.3,56.0,3752.0,6.08,6.11,3.86 +49011,0.57,Premium,F,SI1,62.1,59.0,2052.0,5.31,5.28,3.29 +41797,0.5,Ideal,E,SI1,60.6,57.0,1250.0,5.19,5.14,3.13 +11526,1.12,Premium,I,VS2,61.9,58.0,5027.0,6.63,6.68,4.12 +13907,1.08,Ideal,G,VS2,62.1,57.0,5661.0,6.57,6.54,4.07 +41388,0.42,Ideal,F,VVS2,61.1,57.0,1221.0,4.84,4.82,2.95 +11630,1.01,Good,G,VS2,60.2,65.0,5050.0,6.55,6.48,3.92 +39466,0.53,Very Good,G,SI2,63.4,55.0,1079.0,5.1,5.19,3.26 +16062,1.01,Good,F,VS2,63.1,60.0,6416.0,6.36,6.39,4.02 +12732,1.16,Good,H,SI1,64.2,58.6,5314.0,6.61,6.66,4.26 +18878,1.02,Premium,G,VVS2,62.2,60.0,7741.0,6.43,6.39,3.99 +27238,2.0,Ideal,I,VS1,62.0,57.0,17607.0,8.04,7.99,4.97 +29207,0.3,Very Good,F,VVS1,61.6,56.0,694.0,4.34,4.36,2.68 +25725,1.5,Very Good,E,VS2,62.1,60.0,14639.0,7.27,7.32,4.53 +21139,2.0,Premium,J,VS1,63.0,58.0,9296.0,8.04,7.99,5.05 +35217,0.3,Ideal,F,IF,60.8,56.0,892.0,4.35,4.36,2.65 +49492,0.56,Ideal,E,VS1,61.1,56.0,2117.0,5.34,5.29,3.25 +14854,0.95,Ideal,E,VS1,61.5,57.0,5983.0,6.28,6.3,3.87 +20445,1.51,Fair,G,SI2,65.5,55.0,8794.0,7.14,7.08,4.66 +21628,1.5,Good,D,SI1,63.4,63.0,9718.0,7.19,7.23,4.57 +45390,0.72,Premium,J,SI2,60.3,58.0,1667.0,5.81,5.73,3.48 +35009,0.4,Premium,F,SI1,62.9,58.0,882.0,4.72,4.69,2.96 +31464,0.4,Premium,G,SI2,61.9,61.0,765.0,4.74,4.69,2.92 +42026,0.53,Very Good,G,SI1,62.5,55.0,1267.0,5.12,5.24,3.24 +39406,0.41,Ideal,G,VVS2,61.8,56.0,1076.0,4.78,4.74,2.94 +44065,0.54,Premium,D,SI1,60.0,58.0,1551.0,5.26,5.3,3.17 +11947,1.01,Very Good,D,SI1,61.5,54.0,5132.0,6.4,6.47,3.96 +3242,1.07,Good,F,I1,64.3,59.0,3354.0,6.37,6.42,4.11 +50986,0.31,Ideal,H,VS1,62.4,55.0,544.0,4.33,4.36,2.71 +46474,0.51,Ideal,H,VVS1,61.8,55.0,1776.0,5.15,5.18,3.19 +37856,0.44,Ideal,E,VS2,61.5,56.0,1003.0,4.9,4.92,3.02 +1180,0.71,Ideal,F,VS2,62.3,57.0,2930.0,5.69,5.74,3.56 +612,0.71,Premium,F,VS1,60.5,58.0,2839.0,5.75,5.72,3.47 +18182,1.2,Very Good,G,VS2,63.1,57.0,7371.0,6.69,6.74,4.24 +13653,1.16,Ideal,I,VS2,60.8,56.0,5587.0,6.85,6.81,4.15 +24466,1.3,Ideal,F,VVS2,62.4,57.0,12734.0,6.97,6.9,4.33 +24976,1.71,Ideal,H,SI1,61.8,57.0,13477.0,7.74,7.69,4.76 +20611,1.53,Premium,I,SI1,60.8,59.0,8911.0,7.54,7.49,4.57 +44160,0.57,Very Good,G,VS2,60.7,58.0,1565.0,5.31,5.37,3.24 +16881,1.02,Ideal,F,VS2,62.7,57.0,6734.0,6.47,6.44,4.05 +31702,0.36,Premium,F,SI1,61.1,59.0,770.0,4.59,4.55,2.79 +5153,1.01,Good,F,SI2,64.0,56.0,3768.0,6.25,6.32,4.02 +7655,1.0,Very Good,F,SI2,63.3,58.0,4269.0,6.26,6.29,3.97 +27723,2.01,Ideal,G,SI1,62.1,57.0,18736.0,8.07,8.09,5.02 +19777,1.16,Premium,E,VS1,58.7,58.0,8346.0,6.89,6.87,4.04 +5499,1.04,Good,J,VS2,57.4,60.0,3844.0,6.76,6.72,3.87 +36101,0.4,Ideal,E,VVS2,62.5,54.0,926.0,4.75,4.76,2.97 +48835,0.54,Ideal,G,VVS1,62.0,57.0,2030.0,5.25,5.21,3.24 +46562,0.59,Ideal,G,SI1,61.3,56.0,1782.0,5.38,5.42,3.31 +25428,1.51,Premium,E,VS2,62.2,59.0,14171.0,7.31,7.36,4.56 +34551,0.38,Ideal,F,VS2,62.3,54.0,870.0,4.65,4.69,2.91 +4904,0.91,Ideal,E,SI2,61.1,58.0,3723.0,6.25,6.29,3.83 +48579,0.54,Ideal,D,VS2,61.1,56.0,1993.0,5.29,5.25,3.22 +28392,0.33,Premium,H,VS2,62.0,59.0,668.0,4.44,4.4,2.74 +32554,0.41,Very Good,G,VS2,61.4,57.0,800.0,4.76,4.81,2.94 +2854,0.73,Ideal,G,VS1,60.2,56.0,3273.0,5.86,5.9,3.54 +5359,1.05,Fair,D,SI2,65.4,59.0,3816.0,6.3,6.24,4.1 +16591,1.2,Premium,H,VS1,61.3,58.0,6626.0,6.85,6.81,4.19 +38100,0.36,Premium,E,VS2,60.3,59.0,1013.0,4.64,4.58,2.78 +1361,0.9,Premium,J,VS1,62.1,62.0,2964.0,6.12,6.05,3.78 +9404,1.0,Premium,F,SI1,62.2,58.0,4586.0,6.39,6.35,3.96 +33375,0.41,Ideal,G,VS2,62.5,56.0,827.0,4.72,4.75,2.96 +37065,0.43,Premium,F,VS2,61.0,57.0,968.0,4.87,4.84,2.96 +51788,0.74,Premium,F,SI1,60.7,59.0,2415.0,5.85,5.82,3.54 +50331,0.83,Ideal,J,VS2,61.5,57.0,2241.0,6.08,6.03,3.72 +6289,0.97,Premium,F,SI2,58.9,58.0,4020.0,6.51,6.47,3.82 +28564,0.3,Premium,H,VS1,62.5,58.0,675.0,4.34,4.27,2.69 +21112,1.5,Very Good,I,VS1,60.8,63.0,9281.0,7.37,7.41,4.49 +33842,0.34,Ideal,H,IF,61.6,55.0,844.0,4.51,4.55,2.78 +22697,0.3,Premium,G,VS2,59.3,59.0,630.0,4.42,4.38,2.61 +35316,0.37,Ideal,E,VVS2,62.5,53.0,896.0,4.59,4.63,2.88 +39689,0.4,Ideal,F,VVS2,61.7,55.0,1088.0,4.74,4.76,2.93 +51691,0.62,Premium,G,VVS2,59.2,59.0,2399.0,5.58,5.56,3.3 +26407,2.0,Very Good,I,VS2,58.6,62.0,15923.0,8.17,8.2,4.8 +29828,0.38,Very Good,H,VS2,61.6,56.0,710.0,4.68,4.71,2.89 +6634,1.0,Premium,H,SI2,58.6,59.0,4088.0,6.57,6.5,3.83 +37209,0.34,Ideal,G,IF,61.3,56.0,974.0,4.52,4.55,2.78 +1204,0.74,Ideal,F,VS2,60.5,59.0,2936.0,5.81,5.86,3.53 +46499,0.4,Ideal,E,VVS1,61.7,55.0,1778.0,4.74,4.76,2.93 +15713,0.37,Very Good,H,VS2,63.5,59.0,608.0,4.51,4.55,2.88 +24267,2.03,Premium,J,SI1,60.1,58.0,12492.0,8.26,8.21,4.95 +32719,0.31,Ideal,F,VS2,62.4,56.0,802.0,4.34,4.31,2.7 +51795,0.7,Ideal,F,SI1,62.0,55.0,2415.0,5.72,5.7,3.54 +7862,1.13,Ideal,I,SI2,61.7,57.0,4307.0,6.59,6.7,4.13 +38739,0.32,Premium,E,VVS1,60.8,59.0,1044.0,4.45,4.43,2.7 +31252,0.34,Ideal,E,VS2,62.1,54.1,758.0,4.47,4.5,2.78 +3307,0.73,Premium,E,VS1,61.2,58.0,3370.0,5.77,5.83,3.55 +50680,0.7,Very Good,I,VS1,62.7,58.0,2288.0,5.61,5.65,3.53 +24810,1.71,Ideal,G,SI1,62.1,56.0,13196.0,7.65,7.61,4.74 +3550,1.07,Ideal,H,SI1,61.5,54.0,3415.0,6.64,6.6,4.07 +850,0.52,Premium,F,VVS2,61.8,60.0,2870.0,5.16,5.13,3.18 +13538,1.11,Ideal,D,SI2,61.6,55.0,5547.0,6.62,6.66,4.09 +37050,0.32,Premium,E,IF,60.0,61.0,967.0,4.5,4.46,2.69 +6515,0.9,Premium,H,VS1,61.5,59.0,4064.0,6.19,6.13,3.79 +24808,1.51,Premium,G,VS2,61.2,61.0,13194.0,7.44,7.33,4.52 +34913,0.34,Ideal,F,VS2,61.0,57.0,880.0,4.5,4.48,2.74 +38670,0.7,Premium,F,I1,63.0,61.0,1040.0,5.69,5.55,3.54 +40880,0.33,Ideal,D,VVS1,61.0,55.0,1176.0,4.52,4.47,2.74 +35630,0.3,Very Good,H,VS2,62.6,58.0,473.0,4.22,4.28,2.66 +36023,0.35,Ideal,E,VS2,61.9,54.0,923.0,4.53,4.58,2.82 +52233,0.72,Premium,D,SI2,60.3,58.0,2484.0,5.81,5.76,3.49 +28477,0.32,Ideal,G,VS2,62.1,56.0,672.0,4.4,4.36,2.72 +44205,0.51,Very Good,F,VS2,61.0,58.0,1569.0,5.1,5.17,3.13 +31711,0.41,Premium,E,SI2,60.6,60.0,771.0,4.83,4.8,2.92 +37680,0.42,Premium,H,VS2,62.1,57.0,992.0,4.8,4.76,2.97 +21546,1.02,Ideal,F,VVS1,62.4,56.0,9645.0,6.44,6.42,4.01 +39242,0.42,Ideal,H,VVS1,62.4,55.0,1068.0,4.79,4.8,2.99 +1554,0.76,Ideal,E,SI1,61.5,56.0,3003.0,5.89,5.91,3.63 +22568,1.5,Premium,G,SI1,62.3,58.0,10618.0,7.33,7.27,4.55 +13808,1.35,Fair,H,VS2,64.5,58.0,5625.0,6.98,6.93,4.48 +33772,0.48,Ideal,G,SI2,62.0,54.0,841.0,5.04,5.06,3.13 +2260,0.9,Good,D,SI2,63.9,60.0,3153.0,6.07,6.11,3.89 +1323,0.79,Premium,G,VS2,62.3,58.0,2959.0,5.92,5.89,3.68 +34069,0.5,Premium,F,I1,61.9,58.0,851.0,5.15,5.05,3.15 +9264,1.01,Fair,F,SI1,65.9,60.0,4561.0,6.25,6.17,4.09 +22045,0.31,Premium,I,VS1,62.6,59.0,628.0,4.33,4.29,2.7 +11427,1.01,Very Good,E,SI1,63.4,59.0,5002.0,6.38,6.34,4.03 +42024,0.52,Very Good,G,SI1,59.4,60.0,1267.0,5.23,5.28,3.12 +42305,0.5,Very Good,F,SI1,61.4,57.0,1295.0,5.08,5.12,3.13 +12516,1.01,Premium,H,VS2,61.3,59.0,5260.0,6.45,6.41,3.94 +40478,0.53,Premium,E,SI2,60.5,60.0,1141.0,5.21,5.24,3.16 +1278,0.71,Ideal,G,VS1,62.4,57.0,2950.0,5.68,5.73,3.56 +18927,1.5,Very Good,H,SI2,62.3,60.0,7775.0,7.28,7.22,4.52 +6349,1.5,Premium,E,I1,61.5,58.0,4032.0,7.38,7.2,4.5 +52775,0.71,Ideal,D,SI2,61.5,56.2,2564.0,5.73,5.75,3.53 +2787,0.79,Ideal,E,SI1,61.9,55.0,3256.0,5.97,5.89,3.67 +49060,0.7,Very Good,G,SI2,62.6,56.0,2058.0,5.65,5.69,3.55 +37116,0.39,Ideal,F,VS2,61.2,57.0,970.0,4.69,4.73,2.88 +46195,0.51,Premium,F,VS1,62.2,58.0,1749.0,5.14,5.12,3.19 +21915,1.2,Very Good,G,IF,59.4,61.0,9987.0,6.92,6.95,4.12 +17473,1.01,Ideal,F,VS2,61.9,54.0,7014.0,6.45,6.49,4.0 +47391,0.54,Ideal,E,VS2,61.7,55.0,1847.0,5.27,5.24,3.24 +29073,0.3,Very Good,E,VVS2,62.5,61.0,688.0,4.23,4.28,2.66 +10692,1.2,Ideal,I,VS2,62.6,57.0,4844.0,6.74,6.67,4.2 +50621,0.23,Premium,E,VS1,61.8,60.0,400.0,3.91,3.95,2.43 +30392,0.33,Ideal,H,VVS1,61.5,55.0,730.0,4.44,4.47,2.74 +35572,0.35,Premium,F,VS2,61.5,59.0,906.0,4.55,4.53,2.79 +23351,0.3,Ideal,I,SI1,61.9,58.0,422.0,4.27,4.32,2.66 +25470,1.56,Ideal,G,VS2,61.3,56.0,14237.0,7.48,7.5,4.59 +34588,0.42,Ideal,F,VS2,62.0,55.0,872.0,4.79,4.82,2.98 +1419,0.72,Very Good,G,VS1,60.6,56.0,2970.0,5.84,5.87,3.55 +50271,0.64,Ideal,E,VS2,62.0,55.0,2238.0,5.52,5.55,3.43 +38880,0.4,Premium,D,VS2,61.7,59.0,1050.0,4.76,4.73,2.93 +46657,0.51,Ideal,D,VS2,62.1,56.0,1787.0,5.11,5.16,3.19 +2454,0.74,Ideal,E,VS2,59.5,57.0,3189.0,5.92,5.94,3.53 +48703,0.56,Very Good,G,VVS2,61.4,57.0,2010.0,5.26,5.32,3.25 +37869,0.39,Ideal,G,VVS1,58.8,62.0,1004.0,4.77,4.79,2.81 +52788,0.97,Very Good,I,SI2,63.4,58.0,2567.0,6.34,6.2,3.98 +20441,1.51,Premium,G,SI2,62.8,56.0,8794.0,7.3,7.22,4.56 +39140,0.41,Premium,G,VS2,61.9,59.0,1061.0,4.77,4.73,2.94 +39379,0.4,Ideal,H,IF,61.9,55.0,1074.0,4.76,4.77,2.95 +51395,0.71,Premium,D,SI2,62.8,57.0,2368.0,5.69,5.64,3.56 +50755,0.72,Ideal,F,SI2,61.7,55.0,2298.0,5.79,5.75,3.56 +13531,1.1,Ideal,G,SI1,61.9,55.0,5545.0,6.62,6.66,4.11 +38575,0.4,Premium,H,VS1,62.4,60.0,1035.0,4.74,4.69,2.94 +3700,0.9,Good,E,SI1,63.8,56.0,3449.0,6.17,6.09,3.91 +33832,0.42,Ideal,F,SI1,60.8,54.0,843.0,4.83,4.94,2.97 +43232,0.4,Premium,E,VVS1,61.4,59.0,1397.0,4.74,4.68,2.89 +1881,0.7,Good,D,VS2,58.0,65.0,3073.0,5.81,5.73,3.39 +46271,0.54,Ideal,E,VS2,61.9,57.0,1754.0,5.2,5.23,3.23 +15409,1.32,Premium,I,SI1,62.3,58.0,6171.0,6.98,7.01,4.36 +30971,0.39,Premium,J,VS2,61.3,60.0,746.0,4.68,4.65,2.86 +25873,1.8,Ideal,H,VS1,62.3,56.0,14968.0,7.76,7.79,4.84 +23856,1.05,Premium,E,IF,59.0,58.0,11946.0,6.7,6.66,3.94 +36800,0.34,Premium,E,VS2,61.9,58.0,956.0,4.45,4.43,2.75 +7025,0.9,Premium,E,SI1,62.9,58.0,4158.0,6.16,6.11,3.86 +41439,0.48,Good,G,VS1,58.2,59.2,1228.0,5.09,5.14,2.98 +3900,0.92,Ideal,J,VS1,62.0,55.0,3489.0,6.24,6.27,3.88 +21031,0.31,Very Good,H,VVS2,61.2,60.0,625.0,4.37,4.39,2.68 +50957,0.66,Very Good,H,VVS1,61.9,59.0,2323.0,5.59,5.65,3.48 +37598,0.23,Very Good,E,VVS2,59.7,54.0,485.0,4.02,4.05,2.41 +3667,1.22,Very Good,J,SI2,63.5,58.0,3443.0,6.8,6.75,4.3 +15865,1.01,Ideal,E,SI1,61.1,57.0,6346.0,6.5,6.47,3.96 +7170,0.91,Good,G,VS2,63.6,58.0,4183.0,6.14,6.1,3.89 +19455,1.05,Ideal,F,VS1,62.3,55.0,8100.0,6.53,6.5,4.06 +49954,0.3,Ideal,H,SI1,62.9,57.0,540.0,4.29,4.26,2.69 +12424,1.72,Fair,J,I1,68.5,59.0,5240.0,7.31,7.24,4.98 +24447,1.52,Premium,D,SI1,59.8,58.0,12707.0,7.51,7.55,4.5 +32249,0.31,Ideal,H,IF,61.2,56.0,789.0,4.36,4.4,2.68 +49081,0.57,Ideal,G,VS1,61.1,57.0,2060.0,5.34,5.36,3.27 +40814,0.52,Good,F,SI2,61.5,60.5,1170.0,5.11,5.16,3.16 +42534,0.4,Ideal,D,VVS2,61.3,56.0,1323.0,4.78,4.75,2.92 +32715,0.31,Premium,F,VS2,62.0,58.0,802.0,4.37,4.31,2.69 +19202,1.56,Fair,G,SI2,64.8,59.0,7950.0,7.38,7.19,4.72 +45923,0.53,Ideal,E,VS2,61.4,56.0,1721.0,5.21,5.24,3.21 +29220,0.34,Ideal,I,IF,61.9,55.0,695.0,4.5,4.52,2.79 +1186,0.7,Very Good,G,VVS2,60.8,57.0,2931.0,5.72,5.76,3.49 +47161,0.47,Premium,E,VVS2,60.5,58.0,1833.0,5.05,5.0,3.04 +40309,0.4,Premium,E,VS1,62.8,59.0,1125.0,4.67,4.63,2.92 +36159,0.43,Ideal,I,VVS2,60.9,57.0,929.0,4.85,4.9,2.97 +10369,1.06,Premium,F,SI1,61.9,58.0,4774.0,6.53,6.58,4.06 +32067,0.33,Ideal,D,SI1,62.7,55.0,780.0,4.44,4.4,2.77 +20291,1.07,Ideal,G,VVS2,61.5,56.0,8707.0,6.58,6.6,4.05 +31700,0.36,Premium,F,SI1,61.5,58.0,770.0,4.6,4.54,2.81 +6572,1.12,Premium,H,SI2,61.0,56.0,4077.0,6.68,6.65,4.07 +22323,1.65,Ideal,I,SI1,61.7,55.0,10365.0,7.6,7.63,4.7 +48526,0.54,Ideal,G,VVS2,61.5,54.0,1985.0,5.24,5.26,3.23 +6921,0.91,Premium,E,SI1,60.5,61.0,4138.0,6.23,6.19,3.76 +1128,0.73,Premium,G,VVS2,62.2,56.0,2919.0,5.79,5.75,3.59 +34278,0.31,Very Good,I,VS2,61.6,56.0,468.0,4.36,4.39,2.69 +22204,1.21,Premium,F,VS1,61.9,58.0,10245.0,6.82,6.76,4.2 +15360,1.23,Good,I,SI1,60.7,61.0,6165.0,6.91,6.93,4.2 +14894,0.96,Very Good,E,VS2,58.7,58.0,5997.0,6.47,6.51,3.81 +53308,0.3,Very Good,D,SI1,62.3,59.0,552.0,4.22,4.25,2.64 +24889,1.27,Premium,F,VVS1,62.5,56.0,13320.0,6.99,6.93,4.35 +19628,1.51,Good,I,SI1,63.7,61.0,8245.0,7.15,7.11,4.54 +44272,0.52,Ideal,E,VS2,60.7,56.0,1576.0,5.2,5.24,3.17 +29916,0.33,Ideal,G,VVS2,62.3,56.0,713.0,4.43,4.47,2.77 +2790,0.72,Ideal,H,IF,61.4,56.0,3257.0,5.76,5.8,3.55 +26636,1.5,Very Good,D,VS1,61.2,63.0,16407.0,7.28,7.32,4.47 +14572,1.01,Premium,E,VS2,59.5,60.0,5882.0,6.3,6.24,3.73 +13241,1.14,Ideal,I,SI1,62.3,58.0,5469.0,6.65,6.7,4.16 +4069,0.31,Ideal,D,SI1,62.7,56.0,571.0,4.32,4.36,2.72 +38399,0.39,Premium,D,VS2,60.2,59.0,1024.0,4.76,4.74,2.86 +11097,1.0,Premium,D,SI2,59.9,59.0,4928.0,6.48,6.44,3.87 +13384,0.3,Ideal,D,VS1,61.0,58.0,601.0,4.3,4.36,2.64 +20956,1.71,Very Good,J,VS2,62.6,55.0,9170.0,7.58,7.65,4.77 +37606,0.24,Very Good,D,VVS2,58.7,61.0,485.0,4.04,4.07,2.38 +12509,1.25,Ideal,I,SI2,61.8,56.0,5259.0,6.92,6.94,4.28 +37074,0.41,Premium,F,SI1,59.8,59.0,969.0,4.85,4.82,2.89 +50695,0.7,Fair,G,VS1,65.2,57.0,2290.0,5.56,5.52,3.61 +38829,0.43,Ideal,E,VS2,61.9,56.0,1048.0,4.88,4.85,3.01 +3834,0.78,Very Good,G,VS1,61.5,55.0,3472.0,5.92,5.97,3.66 +15895,1.24,Very Good,G,SI2,60.5,60.0,6354.0,6.93,7.01,4.22 +7875,0.9,Very Good,H,VS1,62.1,59.0,4309.0,6.09,6.14,3.8 +9260,0.91,Very Good,D,SI1,60.8,60.0,4561.0,6.24,6.21,3.79 +28084,0.3,Premium,D,SI1,58.8,57.0,662.0,4.44,4.4,2.6 +45087,0.52,Ideal,E,VS2,61.3,54.0,1646.0,5.21,5.2,3.19 +23168,1.7,Good,G,SI1,58.2,64.0,11180.0,7.89,7.85,4.58 +38879,0.4,Ideal,D,VS2,62.3,57.0,1050.0,4.75,4.72,2.95 +3345,1.03,Premium,J,SI2,62.0,58.0,3378.0,6.47,6.52,4.03 +6801,0.98,Ideal,G,SI2,62.9,57.0,4116.0,6.33,6.29,3.97 +34035,0.3,Very Good,G,IF,62.3,55.0,850.0,4.31,4.33,2.69 +32241,0.43,Ideal,I,VS1,62.2,53.0,789.0,4.86,4.91,3.04 +11464,1.01,Very Good,F,SI1,62.8,60.0,5010.0,6.32,6.38,3.99 +25139,1.62,Premium,G,VS2,62.3,58.0,13702.0,7.54,7.49,4.68 +40922,0.3,Very Good,E,SI1,60.9,58.0,499.0,4.31,4.33,2.63 +38512,0.44,Ideal,G,SI1,61.7,55.0,1032.0,4.88,4.91,3.02 +15423,1.01,Ideal,G,VS1,62.9,57.0,6176.0,6.43,6.39,4.03 +50377,0.6,Ideal,H,VS1,61.3,55.0,2250.0,5.47,5.49,3.36 +52572,0.7,Premium,H,VVS2,62.1,58.0,2536.0,5.71,5.66,3.53 +17963,1.0,Premium,E,VS1,61.9,60.0,7260.0,6.41,6.44,3.98 +25234,2.14,Ideal,I,VS2,62.2,57.0,13844.0,8.22,8.19,5.1 +33570,0.43,Premium,D,SI1,61.2,58.0,830.0,4.83,4.87,2.97 +34261,0.3,Ideal,H,SI1,60.7,56.0,465.0,4.35,4.37,2.65 +31210,0.32,Ideal,D,SI1,61.5,56.0,756.0,4.42,4.39,2.71 +39869,0.42,Ideal,H,VVS2,61.9,55.0,1102.0,4.83,4.86,3.0 +7675,1.09,Fair,I,SI1,56.4,62.0,4273.0,6.97,6.9,3.9 +50831,0.67,Good,F,VS2,58.7,61.5,2309.0,5.67,5.79,3.37 +46916,0.57,Ideal,G,VS1,61.6,55.0,1815.0,5.34,5.38,3.3 +14846,0.9,Ideal,G,VVS1,62.8,56.0,5978.0,6.12,6.18,3.86 +2337,1.09,Fair,F,SI2,66.3,56.0,3170.0,6.47,6.39,4.27 +31151,0.41,Ideal,F,SI1,62.7,57.0,755.0,4.7,4.74,2.96 +53141,0.71,Ideal,H,VS2,62.2,56.0,2622.0,5.68,5.74,3.55 +22972,1.74,Premium,I,SI1,58.7,60.0,11020.0,7.9,7.84,4.62 +4562,0.7,Ideal,F,VVS2,61.7,58.0,3644.0,5.66,5.71,3.51 +45041,0.54,Very Good,F,VS2,60.9,55.0,1639.0,5.25,5.31,3.21 +30146,0.32,Ideal,E,SI1,61.9,56.0,720.0,4.43,4.39,2.73 +42117,0.52,Very Good,E,SI1,63.3,57.0,1279.0,5.11,5.13,3.24 +34704,0.31,Ideal,F,IF,62.3,57.0,874.0,4.3,4.34,2.69 +52088,0.71,Premium,F,SI1,62.3,57.0,2458.0,5.73,5.66,3.55 +17640,1.22,Premium,H,VS1,62.7,56.0,7105.0,6.82,6.74,4.25 +14390,0.3,Good,G,VS1,63.1,58.0,605.0,4.24,4.28,2.69 +18680,1.08,Premium,F,VS2,62.1,59.0,7637.0,6.59,6.54,4.08 +28924,0.3,Ideal,H,VVS1,61.9,55.0,684.0,4.32,4.34,2.68 +32869,0.32,Ideal,D,VVS2,61.6,54.0,809.0,4.41,4.46,2.73 +52128,0.72,Ideal,F,SI2,61.1,59.0,2466.0,5.74,5.79,3.52 +14588,1.0,Ideal,G,VS2,62.3,56.0,5887.0,6.37,6.41,3.98 +18962,1.02,Good,G,VVS2,63.1,59.0,7800.0,6.38,6.45,4.05 +35840,0.38,Ideal,F,VS1,62.5,53.8,916.0,4.62,4.65,2.89 +38054,0.34,Fair,E,VVS1,54.0,56.0,1012.0,4.8,4.76,2.58 +30845,0.33,Premium,H,VS1,61.9,58.0,743.0,4.45,4.43,2.75 +24111,1.5,Ideal,E,SI1,60.4,59.0,12265.0,7.38,7.43,4.47 +29122,0.4,Premium,D,SI1,60.9,60.0,689.0,4.74,4.78,2.9 +4854,0.71,Ideal,F,VS1,60.9,56.0,3710.0,5.76,5.79,3.52 +18489,1.01,Very Good,G,VVS2,63.0,61.0,7528.0,6.34,6.36,4.0 +39372,0.5,Very Good,H,VS2,61.8,63.0,1074.0,5.05,5.08,3.13 +22492,1.57,Ideal,H,SI1,60.5,57.0,10521.0,7.6,7.57,4.59 +5428,1.14,Ideal,F,I1,61.7,57.0,3824.0,6.7,6.67,4.13 +5773,0.91,Ideal,E,SI2,61.5,56.0,3898.0,6.23,6.2,3.82 +2585,0.96,Premium,G,SI2,62.7,60.0,3215.0,6.29,6.11,3.89 +461,0.9,Ideal,J,VS2,62.8,55.0,2817.0,6.2,6.16,3.88 +35806,0.31,Ideal,F,IF,61.2,56.0,914.0,4.37,4.39,2.68 +31311,0.32,Ideal,D,VS2,62.0,55.0,758.0,4.37,4.41,2.72 +41724,0.41,Ideal,H,IF,61.8,55.0,1243.0,4.79,4.76,2.95 +36269,0.32,Ideal,G,VVS2,61.9,57.0,936.0,4.41,4.38,2.72 +35975,0.42,Ideal,F,VS1,60.6,56.0,921.0,4.83,4.87,2.94 +32354,0.31,Premium,E,VVS1,62.0,59.0,789.0,4.3,4.34,2.68 +4634,1.03,Premium,F,SI2,62.2,60.0,3668.0,6.47,6.45,4.02 +378,0.7,Very Good,F,VS1,61.8,56.0,2810.0,5.63,5.7,3.5 +34128,0.42,Very Good,G,VS2,62.1,55.0,854.0,4.8,4.83,2.99 +8562,1.02,Premium,G,SI1,62.2,58.0,4435.0,6.44,6.48,4.02 +769,0.71,Premium,D,VS2,60.4,62.0,2858.0,5.74,5.72,3.46 +36750,0.33,Ideal,F,VVS1,61.9,55.0,955.0,4.42,4.44,2.74 +48721,0.52,Premium,G,VVS2,61.5,62.0,2012.0,5.17,5.14,3.17 +41698,0.54,Premium,G,SI1,61.1,57.0,1241.0,5.27,5.21,3.2 +52172,0.7,Ideal,H,VS2,62.6,54.0,2475.0,5.7,5.73,3.58 +44314,0.34,Very Good,H,VS2,60.0,58.0,521.0,4.52,4.56,2.72 +4878,0.73,Ideal,E,VVS2,62.0,57.0,3714.0,5.79,5.73,3.57 +45661,0.54,Premium,F,SI1,62.3,58.0,1693.0,5.26,5.2,3.26 +47121,0.52,Premium,D,VS2,59.4,61.0,1828.0,5.24,5.23,3.11 +35766,0.4,Ideal,E,VS2,62.3,56.0,912.0,4.72,4.75,2.95 +31135,0.31,Ideal,E,VVS2,59.7,61.0,755.0,4.4,4.41,2.63 +17834,1.2,Very Good,D,SI1,60.7,58.0,7191.0,6.81,6.86,4.15 +20090,1.52,Premium,H,SI1,61.2,58.0,8566.0,7.53,7.43,4.57 +52714,0.63,Premium,D,VS1,59.2,61.0,2554.0,5.6,5.55,3.3 +14034,1.07,Premium,D,SI1,61.9,58.0,5704.0,6.57,6.53,4.05 +4151,0.91,Premium,F,SI2,61.0,51.0,3546.0,6.24,6.21,3.8 +24165,1.88,Very Good,H,VS2,63.1,55.0,12339.0,7.86,7.81,4.94 +21783,2.05,Premium,I,SI2,62.0,58.0,9850.0,8.13,8.08,5.02 +47904,0.57,Ideal,D,VS2,62.5,57.0,1914.0,5.28,5.31,3.31 +25706,0.35,Premium,D,SI1,62.1,58.0,644.0,4.51,4.54,2.81 +37322,0.32,Premium,H,IF,61.8,58.0,979.0,4.39,4.35,2.7 +21168,1.51,Premium,I,VVS2,62.1,58.0,9328.0,7.29,7.32,4.54 +36356,0.5,Fair,F,SI2,65.8,57.0,938.0,4.97,4.83,3.23 +44557,0.52,Good,F,VS2,63.6,56.0,1605.0,5.12,5.07,3.24 +46431,0.7,Fair,D,SI2,67.8,58.0,1770.0,5.51,5.44,3.71 +9269,0.9,Premium,E,VS2,60.6,53.0,4562.0,6.3,6.27,3.81 +34302,0.4,Very Good,E,VS2,62.9,59.0,858.0,4.7,4.75,2.97 +52149,0.7,Good,F,SI1,62.8,58.0,2470.0,5.6,5.65,3.53 +25678,1.7,Ideal,H,VVS1,61.4,57.0,14603.0,7.63,7.69,4.7 +52944,0.7,Very Good,F,VS2,63.3,56.0,2593.0,5.62,5.66,3.57 +8429,0.92,Good,E,VS2,58.9,57.0,4406.0,6.35,6.38,3.75 +37301,0.54,Ideal,J,SI2,61.3,58.0,978.0,5.24,5.27,3.22 +36773,0.3,Ideal,E,VVS1,61.4,56.0,956.0,4.37,4.33,2.67 +7366,1.03,Very Good,F,SI2,61.1,59.0,4218.0,6.51,6.58,4.0 +15101,1.42,Ideal,I,VS2,62.9,57.0,6069.0,7.21,7.07,4.49 +19956,1.21,Premium,G,VS2,61.0,58.0,8504.0,6.88,6.82,4.18 +1636,0.96,Premium,E,SI2,62.8,60.0,3016.0,6.3,6.24,3.94 +42230,0.39,Premium,F,IF,58.0,61.0,1290.0,4.83,4.79,2.79 +590,0.82,Very Good,H,SI1,60.7,56.0,2836.0,6.04,6.06,3.67 +34113,0.31,Ideal,D,VVS2,61.0,56.0,853.0,4.37,4.39,2.67 +50778,0.59,Very Good,F,VVS2,63.5,59.0,2302.0,5.28,5.3,3.36 +10461,1.14,Ideal,H,SI1,60.3,57.0,4789.0,6.79,6.85,4.11 +23220,1.71,Premium,G,SI2,62.6,57.0,11227.0,7.66,7.6,4.78 +29076,0.4,Ideal,F,SI2,61.8,53.0,688.0,4.77,4.74,2.94 +53230,0.81,Good,I,VS2,63.8,58.0,2641.0,5.89,5.84,3.74 +29536,0.39,Very Good,F,SI1,60.0,57.0,704.0,4.76,4.8,2.86 +7237,1.07,Premium,H,SI2,62.2,59.0,4194.0,6.53,6.47,4.04 +30391,0.33,Ideal,H,VVS1,62.1,53.0,730.0,4.48,4.5,2.79 +27738,2.05,Premium,F,SI2,60.2,59.0,18784.0,8.28,8.33,5.0 +14659,1.31,Very Good,I,SI2,62.7,58.0,5916.0,6.88,6.94,4.33 +25267,1.84,Premium,H,SI1,59.7,58.0,13905.0,8.01,7.98,4.77 +6805,1.05,Premium,J,VS1,60.0,60.0,4116.0,6.46,6.43,4.0 +9198,1.2,Good,J,VS2,63.7,58.0,4548.0,6.68,6.61,4.23 +43250,0.38,Ideal,D,VVS1,61.3,56.0,1400.0,4.65,4.71,2.87 +10914,1.01,Very Good,F,SI1,59.8,59.0,4890.0,6.39,6.43,3.83 +16251,1.2,Premium,H,VS2,62.8,59.0,6500.0,6.75,6.7,4.22 +47828,0.51,Ideal,H,IF,62.1,55.0,1905.0,5.14,5.2,3.21 +8488,1.01,Very Good,I,SI1,62.1,59.0,4418.0,6.36,6.42,3.97 +27651,2.29,Premium,J,IF,61.4,60.0,18594.0,8.49,8.45,5.2 +37705,0.4,Very Good,D,VS1,64.0,57.0,995.0,4.66,4.69,2.99 +43245,0.42,Ideal,E,VVS1,62.0,56.0,1400.0,4.78,4.84,2.98 +24226,1.52,Premium,E,SI1,62.5,59.0,12418.0,7.33,7.26,4.56 +50871,0.63,Ideal,D,SI1,62.0,56.0,2313.0,5.5,5.47,3.4 +37432,0.33,Ideal,G,IF,61.6,55.0,984.0,4.48,4.51,2.77 +40725,0.53,Very Good,G,SI1,63.4,54.0,1161.0,5.09,5.13,3.24 +15814,1.29,Ideal,J,SI1,61.6,57.0,6327.0,6.98,7.01,4.32 +3130,0.9,Premium,G,SI1,60.1,59.0,3326.0,6.25,6.2,3.74 +52954,0.24,Very Good,F,VVS1,59.2,59.0,552.0,4.04,4.07,2.4 +24217,1.67,Ideal,I,VS2,61.9,57.0,12406.0,7.56,7.59,4.69 +28969,0.31,Premium,G,VS2,61.8,58.0,435.0,4.35,4.39,2.7 +18684,1.57,Ideal,J,SI1,62.0,56.0,7640.0,7.5,7.46,4.64 +20883,1.51,Ideal,G,SI2,61.2,56.1,9104.0,7.39,7.41,4.53 +4417,0.7,Ideal,H,VVS1,60.9,57.0,3611.0,5.7,5.78,3.5 +53331,0.71,Ideal,E,VS2,61.8,57.0,2654.0,5.73,5.7,3.53 +1027,0.79,Very Good,F,SI1,63.0,54.0,2904.0,5.91,5.94,3.73 +25831,2.07,Ideal,I,SI1,61.2,57.0,14857.0,8.12,8.23,5.0 +27681,2.01,Premium,G,SI2,61.2,57.2,18705.0,8.08,8.14,4.97 +1506,0.72,Ideal,D,SI1,61.1,59.0,2993.0,5.76,5.8,3.53 +48022,0.7,Good,J,VVS2,63.2,55.0,1922.0,5.63,5.57,3.54 +53586,0.88,Very Good,I,SI1,62.5,56.0,2699.0,6.06,6.19,3.83 +6919,1.01,Premium,F,SI2,62.8,57.0,4137.0,6.31,6.24,3.94 +5713,0.25,Very Good,F,VVS2,63.2,57.0,575.0,3.99,4.01,2.53 +49951,0.3,Premium,H,SI1,62.2,60.0,540.0,4.28,4.24,2.65 +3315,0.71,Ideal,H,VVS2,61.9,56.0,3371.0,5.72,5.76,3.55 +43744,0.51,Ideal,E,SI1,62.7,55.0,1438.0,5.07,5.1,3.19 +24047,0.38,Ideal,D,SI2,61.1,56.0,633.0,4.65,4.71,2.86 +20749,1.5,Premium,E,SI2,62.7,56.0,8988.0,7.38,7.33,4.61 +27485,2.0,Ideal,F,SI2,62.6,57.0,18172.0,8.08,8.01,5.04 +7521,1.01,Premium,H,SI2,61.9,60.0,4242.0,6.43,6.4,3.97 +33114,0.31,Premium,D,VS2,61.7,58.0,816.0,4.37,4.32,2.68 +17100,1.23,Ideal,I,VS2,62.4,58.0,6817.0,6.82,6.86,4.27 +26406,1.52,Ideal,D,VS2,62.1,58.0,15922.0,7.36,7.4,4.58 +7534,0.76,Ideal,D,VS1,62.0,56.0,4243.0,5.84,5.87,3.63 +53175,0.71,Very Good,G,VS1,64.0,56.0,2630.0,5.65,5.67,3.62 +40449,0.46,Premium,F,VS1,63.0,57.0,1139.0,4.93,4.79,3.06 +48618,0.7,Fair,G,SI2,61.5,66.0,1999.0,5.55,5.6,3.43 +43612,0.34,Good,G,SI1,63.4,57.0,507.0,4.42,4.45,2.81 +53353,1.0,Good,D,I1,57.8,62.0,2657.0,6.51,6.47,3.75 +4826,0.9,Premium,F,SI2,61.5,59.0,3704.0,6.23,6.2,3.82 +33258,0.28,Ideal,F,IF,62.0,53.0,825.0,4.23,4.29,2.64 +24365,0.4,Very Good,G,SI1,58.3,62.0,636.0,4.81,4.86,2.82 +3097,0.73,Ideal,D,VS2,61.8,54.0,3319.0,5.89,5.92,3.65 +38514,0.4,Very Good,G,VVS2,61.1,58.0,1033.0,4.73,4.76,2.9 +1090,0.59,Ideal,E,VVS2,61.1,57.0,2911.0,5.39,5.41,3.3 +5889,1.0,Ideal,J,SI1,59.2,62.0,3929.0,6.47,6.5,3.84 +24225,1.24,Ideal,D,VS1,61.6,55.0,12417.0,6.92,6.9,4.26 +50482,0.55,Ideal,F,VVS2,62.0,55.0,2268.0,5.26,5.29,3.27 +30827,0.33,Premium,I,VVS2,62.1,56.0,743.0,4.45,4.41,2.75 +15738,1.01,Ideal,G,VS2,59.6,59.0,6295.0,6.52,6.57,3.9 +32488,0.4,Very Good,G,SI1,62.6,55.3,795.0,4.69,4.71,2.93 +33978,0.41,Very Good,H,VVS2,63.1,58.0,847.0,4.71,4.74,2.98 +25780,1.82,Premium,H,VS2,61.6,60.0,14749.0,7.78,7.74,4.78 +18282,1.3,Premium,D,SI1,62.2,58.0,7426.0,6.93,6.83,4.28 +39260,0.3,Ideal,D,VVS1,61.3,57.0,1069.0,4.32,4.29,2.64 +319,0.75,Ideal,H,SI1,60.4,57.0,2801.0,5.93,5.96,3.59 +7662,1.01,Very Good,F,SI2,63.4,54.0,4270.0,6.42,6.39,4.06 +52652,0.72,Ideal,H,VS2,62.3,52.0,2548.0,5.76,5.82,3.61 +50439,0.7,Very Good,E,SI2,62.0,59.0,2263.0,5.61,5.68,3.5 +2764,0.8,Ideal,E,SI2,60.9,57.0,3251.0,6.0,6.03,3.66 +38662,0.42,Premium,D,SI1,62.1,59.0,1040.0,4.79,4.77,2.97 +30960,0.32,Very Good,I,VS2,63.0,56.0,449.0,4.38,4.42,2.77 +30162,0.4,Very Good,D,SI1,60.3,62.0,720.0,4.7,4.75,2.85 +30258,0.35,Very Good,G,VS1,59.2,60.0,725.0,4.59,4.64,2.73 +5621,0.9,Fair,E,VS2,65.2,61.0,3875.0,6.01,5.98,3.91 +33846,0.3,Premium,F,VS1,61.5,59.0,844.0,4.33,4.31,2.66 +18356,1.04,Ideal,G,VS1,61.8,56.0,7467.0,6.5,6.52,4.02 +27772,0.32,Ideal,H,VS2,62.8,55.0,648.0,4.41,4.38,2.76 +4166,0.71,Ideal,E,VS2,61.6,56.0,3553.0,5.73,5.77,3.54 +10303,1.0,Ideal,E,SI2,61.9,56.0,4760.0,6.43,6.4,3.97 +3505,0.78,Very Good,F,VS1,60.6,57.0,3401.0,5.95,6.0,3.62 +51590,0.72,Ideal,H,SI2,61.3,56.0,2393.0,5.77,5.75,3.53 +44229,0.52,Very Good,H,VS1,63.5,58.0,1572.0,5.08,5.13,3.24 +35499,0.41,Very Good,F,SI1,63.5,56.0,904.0,4.75,4.7,3.0 +48274,0.53,Ideal,D,VS2,61.7,55.0,1956.0,5.23,5.21,3.22 +37568,0.31,Premium,D,VVS2,61.7,58.0,988.0,4.39,4.33,2.69 +47008,0.75,Good,G,SI2,63.6,58.0,1819.0,5.75,5.7,3.64 +9280,0.9,Very Good,G,VVS2,63.0,58.0,4565.0,6.07,6.15,3.85 +2018,0.9,Ideal,I,SI2,62.8,55.0,3104.0,6.19,6.14,3.87 +48702,0.62,Premium,F,VS2,62.3,60.0,2009.0,5.46,5.39,3.38 +49347,0.61,Very Good,D,VS1,62.4,57.0,2096.0,5.44,5.46,3.4 +17031,0.97,Ideal,H,VVS1,60.4,57.0,6801.0,6.4,6.48,3.89 +23519,1.53,Ideal,F,SI1,61.9,55.0,11525.0,7.43,7.36,4.58 +50423,0.7,Ideal,F,SI2,62.0,55.0,2259.0,5.69,5.73,3.54 +282,0.72,Premium,I,IF,63.0,57.0,2795.0,5.72,5.7,3.6 +9636,0.92,Ideal,H,VS2,60.8,58.0,4639.0,6.27,6.32,3.83 +4861,1.0,Premium,I,SI2,61.6,59.0,3712.0,6.34,6.41,3.93 +25901,2.8,Premium,I,SI2,61.1,59.0,15030.0,9.03,8.98,5.5 +44258,0.51,Ideal,H,VVS2,61.0,57.0,1574.0,5.22,5.18,3.17 +13082,1.01,Ideal,F,SI1,62.7,55.0,5416.0,6.45,6.4,4.03 +36349,0.42,Ideal,G,VVS2,62.7,57.0,938.0,4.73,4.78,2.98 +34025,0.31,Good,G,VVS1,57.5,62.0,849.0,4.47,4.54,2.59 +29583,0.41,Good,E,SI1,63.1,57.0,705.0,4.73,4.78,3.0 +11171,1.25,Very Good,I,SI2,61.0,60.0,4950.0,6.93,6.98,4.24 +20546,1.55,Premium,I,SI1,62.5,60.0,8866.0,7.33,7.35,4.59 +28403,0.35,Very Good,G,SI1,63.4,56.0,669.0,4.5,4.46,2.84 +4177,0.9,Premium,F,SI2,61.4,58.0,3556.0,6.19,6.13,3.78 +23630,1.5,Very Good,H,VVS1,63.8,57.0,11654.0,7.17,7.21,4.59 +48954,0.7,Very Good,H,SI1,57.7,60.0,2048.0,5.85,5.9,3.39 +8020,1.05,Ideal,H,SI2,61.2,57.0,4331.0,6.55,6.62,4.03 +13254,1.18,Premium,I,VS1,62.6,59.0,5477.0,6.73,6.71,4.21 +30646,0.3,Ideal,F,VVS2,61.1,57.0,736.0,4.3,4.34,2.64 +7012,1.1,Ideal,J,SI2,60.9,56.0,4157.0,6.68,6.72,4.08 +1852,0.8,Ideal,F,SI2,61.4,56.0,3064.0,5.99,5.93,3.66 +39662,0.42,Ideal,G,VS2,61.6,56.0,1087.0,4.83,4.82,2.97 +22060,1.74,Very Good,H,SI2,62.1,59.0,10086.0,7.65,7.78,4.79 +17306,1.51,Ideal,D,SI2,61.2,56.0,6934.0,7.4,7.36,4.52 +17282,1.26,Ideal,F,SI1,60.6,56.0,6922.0,7.05,6.98,4.25 +11892,1.2,Very Good,H,SI1,63.3,57.0,5114.0,6.75,6.7,4.26 +28862,0.31,Ideal,G,VS2,61.1,55.0,684.0,4.39,4.41,2.69 +39939,0.23,Very Good,E,VVS1,62.0,58.0,492.0,3.92,3.95,2.44 +7671,1.11,Ideal,I,SI1,62.4,55.0,4273.0,6.6,6.64,4.13 +38194,0.41,Very Good,D,SI1,63.1,59.0,1015.0,4.71,4.7,2.97 +48857,0.5,Ideal,D,VS1,62.4,53.7,2033.0,5.08,5.12,3.18 +53531,0.74,Ideal,D,SI2,62.2,57.0,2690.0,5.78,5.82,3.61 +14547,1.31,Premium,J,SI1,59.6,59.0,5876.0,7.16,7.13,4.26 +30329,0.36,Premium,F,VS2,60.5,60.0,726.0,4.55,4.61,2.77 +53409,0.7,Premium,F,VS1,61.7,60.0,2669.0,5.67,5.64,3.49 +42820,0.4,Ideal,D,VVS1,61.5,55.0,1354.0,4.78,4.82,2.95 +4386,0.31,Premium,D,SI1,61.2,60.0,571.0,4.35,4.41,2.68 +8112,1.09,Very Good,H,SI2,60.9,57.0,4349.0,6.64,6.69,4.06 +10100,1.31,Very Good,G,SI2,63.4,58.0,4714.0,6.91,6.8,4.35 +32496,0.3,Good,F,IF,58.8,61.0,796.0,4.35,4.39,2.57 +52091,0.71,Premium,F,SI1,62.3,60.0,2458.0,5.68,5.65,3.53 +1209,0.95,Premium,G,SI2,58.8,60.0,2937.0,6.35,6.31,3.72 +15136,1.2,Very Good,F,SI2,62.8,55.0,6085.0,6.74,6.8,4.25 +24343,1.36,Ideal,F,VVS2,61.6,56.0,12608.0,7.17,7.08,4.39 +13115,1.02,Premium,E,SI1,62.8,58.0,5429.0,6.45,6.39,4.03 +51800,0.75,Premium,D,SI2,60.6,56.0,2415.0,5.94,5.9,3.59 +8806,1.01,Very Good,I,SI1,64.2,55.0,4475.0,6.28,6.34,4.05 +34550,0.4,Ideal,I,VVS1,62.3,53.7,870.0,4.72,4.74,2.95 +503,0.7,Premium,E,VS2,62.6,56.0,2822.0,5.71,5.66,3.56 +27368,0.28,Premium,E,VVS1,61.3,60.0,646.0,4.18,4.21,2.57 +50658,0.31,Very Good,E,SI1,62.0,58.0,544.0,4.3,4.35,2.68 +38108,0.36,Premium,E,VS2,61.8,58.0,1013.0,4.57,4.52,2.81 +33190,0.34,Very Good,G,VVS1,61.7,56.0,819.0,4.49,4.51,2.78 +39582,0.39,Good,E,VS1,57.8,58.0,1082.0,4.86,4.9,2.82 +43069,0.62,Very Good,I,VS2,60.7,57.3,1378.0,5.48,5.52,3.33 +18186,1.22,Very Good,F,SI1,60.5,58.0,7372.0,6.91,6.97,4.2 +2123,0.77,Ideal,G,VS1,62.4,54.0,3121.0,5.93,5.89,3.69 +51333,0.7,Very Good,F,VS2,62.6,57.0,2362.0,5.62,5.69,3.54 +19685,0.27,Premium,H,VVS2,60.7,59.0,623.0,4.21,4.19,2.55 +30159,0.4,Good,D,SI1,63.5,55.0,720.0,4.67,4.72,2.98 +17029,1.5,Good,H,SI2,59.8,61.0,6798.0,7.39,7.49,4.45 +35431,0.32,Ideal,E,VS2,61.8,55.0,900.0,4.43,4.4,2.73 +20030,0.32,Very Good,J,VS1,60.6,59.0,421.0,4.42,4.46,2.69 +485,0.73,Premium,E,SI1,62.2,59.0,2821.0,5.77,5.68,3.56 +48160,0.71,Very Good,G,SI1,61.1,61.0,1942.0,5.71,5.72,3.49 +4437,1.09,Ideal,J,VS2,62.5,55.0,3615.0,6.64,6.58,4.13 +28268,0.3,Ideal,I,SI2,62.0,55.0,360.0,4.32,4.33,2.68 +37004,0.3,Premium,D,VVS2,62.4,58.0,965.0,4.3,4.26,2.67 +7842,0.91,Very Good,D,SI1,62.8,57.0,4303.0,6.12,6.17,3.86 +6413,0.74,Fair,D,VVS2,65.4,53.0,4040.0,5.73,5.71,3.74 +2606,0.72,Ideal,D,VS2,62.7,56.0,3219.0,5.65,5.71,3.56 +18156,1.05,Ideal,G,VS1,62.2,57.0,7357.0,6.49,6.51,4.04 +17761,1.22,Very Good,H,VS1,58.9,59.0,7152.0,6.96,7.02,4.12 +15333,1.19,Very Good,D,SI2,61.1,58.0,6157.0,6.84,6.88,4.19 +39217,0.43,Ideal,F,VS2,61.1,57.0,1066.0,4.88,4.91,2.99 +1087,0.9,Ideal,I,SI2,61.9,57.0,2909.0,6.19,6.13,3.81 +35993,0.42,Ideal,G,VS1,61.2,54.0,921.0,4.82,4.86,2.96 +13527,1.0,Premium,E,SI1,60.7,59.0,5544.0,6.41,6.38,3.88 +37093,0.41,Ideal,E,SI1,62.9,56.0,969.0,4.76,4.72,2.98 +35998,0.42,Premium,G,VS1,62.5,59.0,921.0,4.72,4.79,2.97 +27881,0.39,Ideal,H,SI1,61.9,55.7,654.0,4.66,4.71,2.9 +42308,0.41,Ideal,F,VVS1,62.1,57.0,1295.0,4.75,4.79,2.96 +10200,1.08,Premium,H,SI1,61.7,59.0,4740.0,6.56,6.6,4.06 +47243,0.62,Premium,G,VS2,60.2,60.0,1841.0,5.58,5.52,3.34 +3454,0.7,Premium,E,VVS2,61.0,59.0,3389.0,5.64,5.71,3.5 +10906,1.01,Ideal,I,VS2,61.3,53.0,4887.0,6.52,6.54,4.0 +47838,0.7,Very Good,J,VS2,62.0,59.0,1907.0,5.61,5.65,3.49 +47991,0.32,Good,F,SI1,63.2,55.0,533.0,4.37,4.4,2.77 +24417,2.08,Premium,H,SI2,62.8,60.0,12655.0,8.12,8.03,5.07 +5438,0.91,Very Good,D,SI2,59.3,60.0,3828.0,6.28,6.33,3.74 +14485,1.08,Ideal,H,VS2,61.9,54.0,5850.0,6.64,6.61,4.1 +779,0.83,Premium,E,SI2,59.2,60.0,2859.0,6.17,6.12,3.64 +14855,1.06,Premium,D,SI1,58.9,61.0,5983.0,6.69,6.63,3.92 +26414,2.06,Very Good,G,SI2,59.0,58.0,15938.0,8.3,8.38,4.92 +46218,0.51,Ideal,D,VS1,60.9,57.0,1752.0,5.17,5.2,3.16 +43804,0.58,Ideal,D,SI2,62.7,56.0,1442.0,5.32,5.3,3.33 +7803,1.02,Premium,G,SI2,62.5,59.0,4291.0,6.37,6.42,4.0 +2684,0.9,Very Good,H,SI1,63.2,61.0,3242.0,6.12,6.03,3.84 +29395,0.31,Good,E,SI1,63.6,57.0,698.0,4.3,4.28,2.73 +20108,1.5,Good,I,SI1,64.0,60.0,8580.0,7.13,7.25,4.6 +65,0.42,Premium,I,SI2,61.5,59.0,552.0,4.78,4.84,2.96 +30820,0.33,Premium,E,SI1,59.1,58.0,743.0,4.56,4.51,2.68 +14994,1.0,Very Good,D,SI1,61.4,63.0,6040.0,6.35,6.41,3.92 +12229,1.0,Premium,F,SI1,62.6,60.0,5197.0,6.3,6.32,3.95 +29782,0.3,Ideal,D,SI1,61.0,56.0,709.0,4.37,4.35,2.66 +50867,0.71,Ideal,H,SI1,62.7,55.0,2313.0,5.66,5.7,3.56 +52817,0.71,Very Good,E,SI1,59.3,55.0,2573.0,5.83,5.9,3.48 +47979,0.37,Ideal,I,SI1,60.7,60.0,532.0,4.6,4.62,2.8 +15638,1.01,Ideal,G,VS2,61.6,57.0,6271.0,6.44,6.41,3.96 +43864,0.5,Ideal,G,VS2,62.5,57.0,1449.0,5.04,5.07,3.16 +24081,1.65,Ideal,H,VVS2,62.1,56.0,12225.0,7.68,7.65,4.76 +3248,1.28,Ideal,H,I1,61.9,56.0,3355.0,6.95,6.91,4.29 +15999,1.22,Ideal,F,SI2,62.5,56.2,6401.0,6.81,6.85,4.27 +53434,0.7,Very Good,F,SI1,62.5,59.0,2672.0,5.66,5.54,3.5 +53798,0.72,Ideal,E,SI1,61.3,56.0,2731.0,5.77,5.81,3.55 +44807,0.5,Premium,G,VS1,60.7,60.0,1624.0,5.09,5.12,3.1 +42918,0.53,Good,F,SI1,63.8,58.0,1363.0,5.17,5.12,3.28 +51410,0.79,Premium,H,SI2,62.8,57.0,2370.0,5.91,5.88,3.7 +21224,1.2,Premium,F,VS1,61.6,61.0,9370.0,6.86,6.81,4.21 +44698,0.54,Ideal,E,VS2,61.3,55.0,1613.0,5.24,5.26,3.22 +34601,0.27,Very Good,E,VS1,61.9,59.0,470.0,4.16,4.21,2.59 +47187,0.56,Ideal,G,VS1,60.8,55.0,1837.0,5.34,5.36,3.25 +27911,0.26,Very Good,F,VVS1,60.6,56.0,657.0,4.12,4.16,2.51 +7214,1.01,Fair,H,SI1,64.6,55.0,4191.0,6.29,6.25,4.05 +44128,0.5,Premium,E,VS2,62.1,62.0,1559.0,5.1,5.08,3.16 +53832,0.72,Ideal,F,SI1,62.0,55.0,2737.0,5.76,5.78,3.58 +18317,1.01,Very Good,G,VS1,59.3,57.0,7451.0,6.55,6.6,3.9 +36796,0.34,Ideal,E,VS2,62.5,55.0,956.0,4.5,4.46,2.8 +43893,0.3,Ideal,D,SI1,61.8,56.0,508.0,4.31,4.33,2.67 +11681,1.0,Good,E,SI1,64.2,58.0,5061.0,6.25,6.28,4.02 +46462,0.71,Good,I,SI1,63.6,63.0,1774.0,5.64,5.61,3.58 +48367,0.56,Very Good,D,VS2,62.8,57.0,1963.0,5.25,5.29,3.31 +40384,0.53,Good,H,SI1,63.7,55.0,1132.0,5.12,5.15,3.27 +44543,0.56,Premium,D,SI1,61.0,60.0,1605.0,5.28,5.25,3.21 +11950,1.01,Very Good,E,SI1,62.8,60.0,5132.0,6.38,6.39,4.01 +18305,1.02,Ideal,G,VS1,62.4,57.0,7440.0,6.41,6.43,4.01 +21680,1.16,Ideal,G,VVS1,61.9,55.0,9781.0,6.75,6.78,4.19 +5144,1.0,Very Good,E,SI2,63.5,56.0,3763.0,6.37,6.3,4.02 +21288,1.7,Ideal,H,SI2,61.2,56.0,9444.0,7.71,7.64,4.7 +5048,0.31,Premium,H,SI1,59.0,57.0,573.0,4.44,4.4,2.61 +5642,0.9,Very Good,I,VS1,62.0,61.0,3880.0,6.12,6.18,3.81 +40856,0.49,Very Good,D,SI1,58.6,60.0,1174.0,5.14,5.2,3.03 +41873,0.38,Ideal,D,VVS2,61.5,56.0,1257.0,4.66,4.64,2.86 +31160,0.41,Very Good,F,SI1,62.9,56.0,755.0,4.71,4.73,2.97 +344,0.71,Very Good,E,VS2,64.0,57.0,2804.0,5.66,5.68,3.63 +2391,0.32,Ideal,G,VS2,62.0,57.0,561.0,4.37,4.4,2.72 +36011,0.39,Very Good,F,SI1,63.3,54.0,921.0,4.67,4.62,2.94 +47572,0.51,Ideal,G,VVS2,61.1,56.0,1875.0,5.15,5.19,3.16 +36088,0.44,Premium,I,VVS1,62.5,60.0,926.0,4.82,4.87,3.03 +42606,0.32,Premium,H,VS2,60.7,60.0,505.0,4.39,4.41,2.67 +17497,1.01,Premium,D,VS2,62.2,61.0,7032.0,6.43,6.37,3.98 +3169,1.01,Premium,I,SI1,62.7,58.0,3337.0,6.4,6.33,3.99 +39651,0.5,Very Good,I,SI1,63.2,57.0,1087.0,5.07,5.09,3.21 +47524,0.57,Ideal,G,VS1,62.1,56.0,1868.0,5.31,5.34,3.3 +30950,0.32,Very Good,H,SI1,61.9,59.0,449.0,4.38,4.41,2.72 +27289,2.0,Very Good,H,SI1,63.3,59.0,17760.0,8.03,7.96,5.06 +47660,0.23,Very Good,E,VVS1,61.1,60.0,530.0,3.95,4.01,2.43 +10307,1.02,Very Good,I,VS2,59.3,59.0,4762.0,6.57,6.62,3.91 +37636,0.4,Ideal,D,SI1,62.1,56.0,990.0,4.74,4.7,2.93 +29336,0.31,Premium,H,VS1,61.7,61.0,698.0,4.34,4.31,2.67 +24529,1.64,Premium,F,SI1,61.3,58.0,12821.0,7.65,7.59,4.67 +13327,1.01,Good,D,SI1,57.6,60.0,5501.0,6.59,6.64,3.81 +49915,0.5,Good,E,VVS2,58.9,61.0,2183.0,5.18,5.2,3.06 +53607,0.71,Ideal,I,IF,61.7,59.0,2701.0,5.7,5.74,3.53 +8141,0.9,Premium,H,VVS2,60.3,61.0,4355.0,6.25,6.22,3.76 +2879,0.7,Good,E,VS1,61.3,62.0,3277.0,5.64,5.72,3.48 +34431,0.3,Ideal,G,IF,62.1,53.0,863.0,4.3,4.33,2.68 +43489,0.58,Ideal,H,SI1,60.9,57.0,1421.0,5.38,5.33,3.26 +3213,0.7,Ideal,F,VVS1,62.2,55.0,3348.0,5.69,5.66,3.53 +32864,0.32,Ideal,D,VS2,61.5,55.0,808.0,4.43,4.45,2.73 +44625,0.57,Very Good,G,VS2,62.1,57.0,1608.0,5.27,5.3,3.28 +50050,0.78,Premium,F,SI2,62.8,56.0,2200.0,5.9,5.86,3.69 +52604,0.71,Ideal,G,VS2,62.5,56.0,2543.0,5.67,5.72,3.56 +13840,1.23,Premium,F,SI1,62.5,58.0,5641.0,6.83,6.76,4.25 +14587,0.9,Very Good,E,VS2,61.3,58.0,5887.0,6.16,6.23,3.8 +42611,0.32,Ideal,H,VS2,62.1,56.0,505.0,4.37,4.42,2.73 +29787,0.3,Ideal,D,SI1,61.9,54.0,709.0,4.34,4.32,2.68 +16379,0.29,Very Good,F,VVS1,59.8,61.0,609.0,4.31,4.35,2.59 +50765,0.71,Premium,I,VS2,59.3,59.0,2300.0,5.89,5.81,3.47 +8296,0.9,Premium,E,VS2,58.0,61.0,4385.0,6.45,6.34,3.71 +37239,0.4,Premium,E,VS2,62.5,58.0,975.0,4.73,4.65,2.93 +21682,1.2,Ideal,G,VVS1,62.8,56.0,9784.0,6.75,6.73,4.23 +3204,0.97,Premium,H,SI2,58.8,58.0,3346.0,6.44,6.41,3.78 +27543,1.93,Ideal,F,SI1,59.5,60.0,18306.0,8.1,8.13,4.83 +42144,0.5,Very Good,E,SI1,60.7,59.0,1281.0,5.09,5.13,3.1 +48855,0.82,Good,J,SI1,57.4,59.0,2033.0,6.19,6.25,3.57 +231,0.72,Very Good,F,VS2,63.0,54.0,2784.0,5.69,5.73,3.6 +37920,0.41,Ideal,F,VS1,62.3,55.0,1007.0,4.77,4.79,2.98 +658,0.7,Very Good,E,VS2,58.9,60.0,2845.0,5.83,5.85,3.44 +27355,2.57,Premium,D,SI2,58.9,58.0,17924.0,8.99,8.94,5.28 +43013,0.53,Very Good,F,SI1,61.7,55.0,1370.0,5.22,5.24,3.23 +45814,0.53,Premium,F,VS2,61.6,57.1,1712.0,5.15,5.21,3.19 +42561,0.42,Ideal,D,VVS2,62.1,55.0,1326.0,4.79,4.81,2.98 +15128,1.02,Good,G,VS2,63.8,59.0,6080.0,6.34,6.27,4.02 +40336,0.51,Good,H,VS2,61.8,65.0,1128.0,5.07,5.02,3.12 +9932,1.11,Premium,G,SI2,58.8,59.0,4692.0,6.8,6.76,3.99 +7458,0.96,Good,G,SI1,57.6,59.0,4234.0,6.53,6.56,3.77 +47541,0.58,Very Good,G,VVS2,62.1,58.0,1872.0,5.35,5.4,3.34 +3577,0.71,Very Good,D,VS1,62.0,61.0,3420.0,5.71,5.74,3.55 +25221,2.0,Premium,I,SI2,60.7,61.0,13820.0,8.09,8.03,4.89 +14533,1.24,Ideal,J,VS1,61.6,57.0,5866.0,6.89,6.93,4.26 +23235,2.36,Ideal,I,SI2,60.8,54.0,11238.0,8.68,8.57,5.24 +37297,0.39,Ideal,G,VVS1,62.0,56.0,978.0,4.66,4.7,2.9 +20542,1.15,Premium,G,VVS1,60.8,58.0,8863.0,6.74,6.77,4.11 +7749,0.61,Ideal,D,VVS1,62.1,56.0,4279.0,5.46,5.43,3.38 +18498,1.04,Very Good,F,VS1,63.2,57.0,7534.0,6.44,6.41,4.06 +33812,0.4,Premium,I,VVS1,59.5,59.0,842.0,4.76,4.79,2.84 +49260,0.71,Ideal,D,SI2,62.5,57.0,2088.0,5.7,5.73,3.57 +23968,1.28,Premium,E,VS1,60.8,60.0,12100.0,7.03,6.98,4.26 +4006,0.9,Very Good,F,SI2,60.3,57.0,3519.0,6.27,6.34,3.8 +44055,0.52,Very Good,F,VS2,61.9,59.0,1550.0,5.11,5.14,3.17 +10540,1.0,Ideal,E,SI2,62.9,55.0,4808.0,6.38,6.41,4.02 +44500,0.51,Ideal,G,VS1,61.6,54.0,1599.0,5.16,5.19,3.19 +12384,0.35,Ideal,I,VVS2,61.5,55.0,598.0,4.53,4.57,2.8 +10922,1.2,Very Good,J,SI1,61.3,59.0,4891.0,6.83,6.9,4.21 +388,0.7,Very Good,F,VS2,59.5,58.0,2812.0,5.75,5.85,3.45 +37258,0.31,Ideal,G,VVS1,62.8,57.0,977.0,4.33,4.3,2.71 +41222,0.43,Ideal,G,VVS1,61.4,55.0,1207.0,4.86,4.91,3.0 +42864,0.52,Ideal,I,VS1,61.5,56.0,1357.0,5.19,5.16,3.18 +19379,0.4,Good,E,SI2,63.5,56.0,622.0,4.68,4.71,2.98 +20129,1.04,Ideal,G,VVS2,62.5,55.0,8590.0,6.53,6.47,4.06 +37473,0.42,Premium,G,VS1,60.8,59.0,984.0,4.85,4.79,2.93 +49754,0.72,Very Good,F,SI2,60.4,59.0,2158.0,5.8,5.83,3.51 +18121,1.13,Fair,F,VS1,64.5,55.0,7335.0,6.62,6.56,4.25 +2480,0.9,Good,J,VVS2,57.4,61.0,3193.0,6.42,6.37,3.67 +50353,0.71,Very Good,H,SI1,62.9,58.0,2246.0,5.62,5.66,3.55 +13916,1.29,Premium,I,VS1,61.1,58.0,5664.0,7.03,6.98,4.28 +31171,0.41,Premium,F,SI1,61.0,60.0,755.0,4.77,4.81,2.92 +22596,1.5,Ideal,I,VVS2,61.7,55.0,10646.0,7.32,7.39,4.54 +47973,0.3,Ideal,I,VVS2,62.3,53.7,532.0,4.29,4.32,2.68 +40834,0.55,Very Good,J,VS2,61.7,54.0,1172.0,5.29,5.34,3.28 +31348,0.27,Ideal,F,VVS1,62.5,56.0,760.0,4.1,4.14,2.57 +124,0.7,Fair,F,VS2,64.5,57.0,2762.0,5.57,5.53,3.58 +44425,0.55,Ideal,H,VS1,61.9,55.0,1588.0,5.25,5.28,3.26 +18754,1.01,Good,E,VS1,63.8,55.0,7665.0,6.41,6.32,4.06 +11987,1.09,Ideal,F,SI2,61.6,55.0,5143.0,6.59,6.65,4.08 +16412,1.5,Good,G,SI2,63.6,58.0,6552.0,7.19,7.09,4.54 +3451,0.9,Very Good,H,SI1,63.2,59.0,3388.0,6.08,6.14,3.86 +33460,0.32,Premium,G,VS1,62.8,58.0,828.0,4.39,4.34,2.74 +31372,0.44,Ideal,F,SI1,61.4,56.0,761.0,4.89,4.94,3.02 +29028,0.31,Ideal,H,VVS1,61.9,55.0,687.0,4.38,4.41,2.72 +5887,1.01,Premium,E,SI2,59.4,59.0,3928.0,6.51,6.49,3.86 +14557,1.0,Ideal,D,SI1,60.6,56.0,5880.0,6.54,6.5,3.95 +29934,0.34,Premium,G,VS2,59.6,62.0,714.0,4.56,4.54,2.71 +16255,1.2,Ideal,G,SI1,61.2,56.0,6502.0,6.92,6.84,4.21 +21385,0.34,Premium,D,SI1,61.2,58.0,626.0,4.47,4.49,2.74 +44732,0.56,Ideal,H,VS1,61.8,55.0,1616.0,5.3,5.34,3.29 +15448,1.03,Premium,E,VS2,62.5,59.0,6183.0,6.44,6.42,4.02 +36212,0.36,Premium,G,VS1,59.7,56.0,932.0,4.67,4.64,2.78 +20143,1.51,Premium,H,SI2,60.2,59.0,8598.0,7.43,7.33,4.44 +14875,1.21,Very Good,H,SI2,61.1,55.7,5989.0,6.87,6.92,4.21 +15031,0.3,Ideal,G,VS1,61.7,57.0,605.0,4.3,4.32,2.66 +50128,0.51,Ideal,E,VVS2,62.8,56.0,2211.0,5.13,5.15,3.23 +27588,1.74,Very Good,F,VS2,62.0,57.0,18430.0,7.65,7.7,4.76 +49588,0.7,Premium,E,SI2,62.0,55.0,2135.0,5.65,5.61,3.49 +20673,1.3,Ideal,H,VVS2,61.5,55.0,8954.0,7.07,7.03,4.34 +2034,0.9,Good,H,SI2,64.1,58.0,3105.0,6.05,6.02,3.87 +37760,0.44,Premium,E,SI1,62.3,58.0,998.0,4.88,4.85,3.03 +2117,0.7,Ideal,F,SI1,61.2,55.0,3119.0,5.74,5.76,3.52 +29752,0.39,Very Good,G,SI1,61.7,59.4,709.0,4.65,4.7,2.88 +44228,0.61,Very Good,I,VS2,62.4,57.0,1572.0,5.4,5.43,3.38 +30567,0.31,Ideal,D,VS2,62.1,54.0,734.0,4.34,4.36,2.7 +27641,2.09,Premium,H,SI1,61.1,56.0,18559.0,8.3,8.23,5.05 +33329,0.38,Ideal,F,SI2,60.6,56.0,827.0,4.73,4.7,2.86 +12698,0.38,Ideal,D,SI2,62.0,53.0,599.0,4.68,4.71,2.91 +41253,0.3,Very Good,F,SI1,62.8,56.0,500.0,4.24,4.26,2.67 +39653,0.37,Ideal,E,VS1,61.4,55.0,1087.0,4.62,4.66,2.85 +9483,1.02,Ideal,H,VS2,62.3,54.0,4604.0,6.48,6.39,4.01 +19472,1.26,Ideal,H,SI1,61.6,56.0,8110.0,6.88,6.93,4.26 +22391,1.35,Premium,G,VS1,61.0,59.0,10415.0,7.15,7.09,4.34 +51251,0.72,Ideal,E,SI2,62.4,57.0,2355.0,5.73,5.77,3.59 +46899,0.56,Ideal,D,SI1,61.4,57.0,1814.0,5.34,5.31,3.27 +47480,0.6,Ideal,G,VS2,62.0,54.0,1861.0,5.43,5.47,3.38 +47221,0.5,Premium,F,VS1,62.0,58.0,1838.0,5.1,5.03,3.14 +36145,0.33,Ideal,E,VS2,62.3,55.0,928.0,4.46,4.43,2.77 +8792,1.03,Ideal,G,SI2,62.1,57.0,4470.0,6.44,6.42,3.99 +34011,0.34,Ideal,F,VVS2,61.3,56.0,848.0,4.52,4.56,2.78 +43733,0.51,Ideal,E,SI1,61.5,55.0,1438.0,5.16,5.18,3.18 +43401,0.59,Very Good,G,SI1,63.0,57.0,1412.0,5.35,5.38,3.38 +917,0.84,Ideal,G,SI2,61.0,56.0,2879.0,6.13,6.1,3.73 +45177,0.5,Ideal,E,VS2,60.6,59.0,1655.0,5.1,5.2,3.12 +27744,2.0,Premium,I,VS1,60.8,59.0,18795.0,8.13,8.02,4.91 +22713,1.78,Very Good,D,SI2,63.4,60.0,10730.0,7.67,7.61,4.85 +10294,1.02,Fair,H,SI1,65.5,60.0,4758.0,6.29,6.22,4.1 +16432,1.24,Premium,G,SI1,60.5,58.0,6562.0,7.1,7.05,4.13 +51567,0.7,Good,I,VS1,63.1,57.0,2390.0,5.59,5.67,3.55 +22109,1.0,Premium,E,VVS1,60.3,54.0,10134.0,6.59,6.47,3.94 +32803,0.34,Ideal,E,VS1,61.2,57.0,805.0,4.45,4.51,2.74 +48553,0.55,Ideal,D,VS1,61.7,55.0,1990.0,5.26,5.25,3.24 +15127,1.32,Very Good,J,VS2,62.1,57.0,6079.0,7.01,7.04,4.36 +35867,0.41,Good,H,VS2,64.1,57.0,917.0,4.72,4.64,3.0 +53321,0.8,Very Good,F,SI2,61.5,56.0,2652.0,5.93,5.98,3.66 +6667,0.92,Premium,D,SI2,62.4,58.0,4096.0,6.19,6.18,3.86 +43868,0.5,Ideal,H,VS1,60.5,57.0,1449.0,5.15,5.19,3.13 +49711,0.53,Premium,D,VS1,59.2,60.0,2147.0,5.37,5.31,3.16 +42344,0.57,Ideal,F,SI1,61.6,56.0,1299.0,5.33,5.36,3.29 +11948,1.01,Good,E,SI1,63.4,60.0,5132.0,6.3,6.34,4.01 +17616,1.01,Very Good,E,VS2,60.4,60.0,7094.0,6.47,6.44,3.9 +23101,2.09,Ideal,G,SI2,62.5,57.0,11119.0,8.21,8.14,5.11 +28721,0.31,Ideal,E,VS2,61.8,55.0,680.0,4.35,4.39,2.7 +19443,1.06,Ideal,G,VS1,61.3,57.0,8093.0,6.53,6.56,4.01 +11208,1.01,Premium,H,VS2,61.2,59.0,4959.0,6.45,6.47,3.95 +24272,1.52,Premium,G,VVS1,62.7,59.0,12498.0,7.32,7.35,4.6 +38629,0.31,Ideal,H,VS2,61.5,57.0,489.0,4.33,4.38,2.68 +21809,1.03,Ideal,F,VVS1,61.3,54.0,9881.0,6.56,6.62,4.04 +44815,0.5,Ideal,G,VS1,62.0,55.0,1624.0,5.05,5.11,3.15 +48745,0.71,Good,D,SI2,56.6,63.0,2015.0,5.9,5.76,3.3 +42681,0.58,Very Good,G,VS2,63.2,58.0,1336.0,5.36,5.28,3.36 +33894,0.3,Premium,E,VS2,61.9,61.0,844.0,4.32,4.28,2.66 +14713,0.3,Premium,G,VS1,61.9,59.0,605.0,4.28,4.32,2.66 +40939,0.23,Very Good,D,VVS2,59.6,61.0,499.0,3.99,4.03,2.39 +35839,0.35,Ideal,E,VVS1,61.3,56.0,916.0,4.52,4.55,2.78 +32969,0.32,Good,H,SI1,63.7,55.0,461.0,4.3,4.33,2.75 +6098,1.0,Fair,F,SI2,59.3,66.0,3975.0,6.44,6.51,3.84 +23367,0.31,Ideal,I,VS1,61.7,55.0,424.0,4.36,4.39,2.7 +35284,0.3,Premium,J,VS2,62.2,58.0,473.0,4.3,4.28,2.67 +41856,0.61,Premium,G,SI1,60.8,60.0,1255.0,5.42,5.42,3.31 +31483,0.34,Premium,G,VS2,60.3,59.0,765.0,4.53,4.49,2.72 +45634,0.25,Very Good,G,VVS1,61.7,56.0,525.0,4.07,4.09,2.51 +10348,1.21,Premium,J,SI1,59.9,60.0,4770.0,6.89,6.86,4.12 +29808,0.3,Very Good,D,SI1,63.4,56.0,709.0,4.29,4.26,2.71 +26928,2.07,Premium,E,SI1,61.2,58.0,16957.0,8.24,8.19,5.03 +9735,1.0,Fair,F,VS2,68.4,58.0,4656.0,5.97,6.1,4.13 +36053,0.31,Premium,G,IF,61.4,59.0,924.0,4.34,4.39,2.68 +53632,0.3,Ideal,D,SI1,61.0,54.0,552.0,4.34,4.35,2.65 +12174,1.01,Ideal,I,VS1,61.1,54.0,5182.0,6.46,6.48,3.95 +48669,0.61,Ideal,F,VS2,62.4,55.0,2002.0,5.42,5.45,3.39 +15332,1.51,Fair,I,SI2,66.0,57.0,6156.0,7.14,7.0,4.7 +30917,0.34,Premium,E,VS2,61.1,60.0,745.0,4.45,4.48,2.73 +12378,0.26,Good,E,IF,59.6,61.0,597.0,4.13,4.16,2.47 +26875,2.21,Premium,F,SI1,62.1,59.0,16804.0,8.33,8.26,5.15 +25676,2.3,Very Good,I,SI2,60.6,60.0,14603.0,8.51,8.56,5.17 +31572,0.31,Very Good,F,VVS1,60.7,58.0,767.0,4.36,4.4,2.66 +50767,0.75,Ideal,J,VS1,62.9,57.0,2300.0,5.74,5.81,3.63 +31676,0.26,Ideal,F,VVS1,61.6,57.0,769.0,4.1,4.08,2.52 +31142,0.38,Very Good,G,SI1,62.1,54.0,755.0,4.64,4.67,2.9 +42029,0.38,Ideal,E,VVS1,62.6,56.0,1267.0,4.6,4.64,2.89 +3415,0.31,Ideal,F,SI1,61.2,55.0,568.0,4.37,4.4,2.68 +10802,1.06,Premium,F,SI1,62.4,58.0,4862.0,6.56,6.51,4.07 +13009,1.21,Good,H,SI1,63.8,64.0,5407.0,6.72,6.63,4.26 +20621,1.23,Premium,G,VS1,61.3,58.0,8919.0,6.89,6.87,4.22 +46560,0.51,Premium,G,VS1,62.3,59.0,1781.0,5.12,5.06,3.17 +457,0.71,Premium,E,SI1,59.2,59.0,2817.0,5.86,5.83,3.46 +31523,0.34,Ideal,E,SI1,62.1,55.0,765.0,4.51,4.47,2.79 +38203,0.51,Ideal,H,SI2,62.1,55.0,1016.0,5.12,5.14,3.18 +18616,1.07,Premium,G,VVS2,61.6,57.0,7593.0,6.59,6.55,4.05 +40093,0.33,Premium,G,VVS1,60.4,59.0,1114.0,4.47,4.44,2.69 +46123,0.72,Ideal,F,SI2,62.0,57.0,1743.0,5.68,5.64,3.51 +31238,0.42,Ideal,D,SI1,61.9,55.0,756.0,4.79,4.84,2.98 +10405,0.31,Good,D,SI2,63.7,58.0,593.0,4.3,4.27,2.73 +17757,0.92,Very Good,D,VVS2,62.8,58.0,7150.0,6.11,6.22,3.87 +14372,0.3,Good,H,VVS2,63.6,55.0,605.0,4.24,4.28,2.71 +47623,0.55,Premium,E,VS2,61.5,56.0,1881.0,5.28,5.25,3.24 +9526,0.9,Good,F,VS2,64.3,57.0,4617.0,6.07,6.09,3.91 +29967,0.31,Good,H,SI1,63.6,57.0,446.0,4.32,4.33,2.75 +17415,1.51,Very Good,J,SI1,63.5,58.0,6976.0,7.29,7.24,4.61 +32501,0.33,Premium,G,VS1,61.6,57.0,797.0,4.51,4.42,2.75 +4776,1.03,Ideal,G,SI2,60.4,56.0,3692.0,6.56,6.53,3.95 +7191,0.9,Very Good,D,SI1,63.4,53.0,4187.0,6.1,6.17,3.89 +34330,0.41,Ideal,G,SI1,62.2,56.0,861.0,4.77,4.75,2.96 +9415,1.01,Good,G,SI1,63.6,57.0,4588.0,6.33,6.37,4.04 +41984,0.51,Ideal,D,SI2,59.8,55.0,1264.0,5.17,5.23,3.11 +47141,0.51,Premium,E,VS1,61.3,58.0,1831.0,5.14,5.17,3.16 +43208,0.54,Ideal,G,SI1,61.5,55.1,1395.0,5.25,5.27,3.23 +13963,1.24,Ideal,H,VS2,61.4,57.0,5683.0,6.92,6.88,4.24 +39277,0.34,Ideal,H,SI1,60.7,56.0,490.0,4.52,4.58,2.76 +25598,1.58,Premium,G,VS1,62.4,60.0,14451.0,7.46,7.38,4.63 +6100,0.91,Premium,G,SI1,62.6,58.0,3975.0,6.17,6.14,3.85 +42070,0.5,Premium,D,SI1,62.2,58.0,1272.0,5.08,5.12,3.17 +46829,0.58,Ideal,F,VS2,60.6,56.0,1809.0,5.41,5.44,3.29 +18314,1.39,Premium,E,SI2,62.7,58.0,7445.0,7.11,6.99,4.42 +7848,1.01,Very Good,F,SI2,59.1,57.0,4304.0,6.57,6.62,3.9 +52125,0.91,Premium,E,I1,59.6,59.0,2464.0,6.29,6.32,3.76 +13677,1.02,Very Good,H,VS1,62.8,59.0,5598.0,6.34,6.47,4.02 +22982,1.44,Premium,G,VS2,59.5,61.0,11032.0,7.38,7.3,4.37 +20579,1.0,Premium,E,VVS2,61.6,59.0,8888.0,6.42,6.46,3.97 +7535,1.02,Ideal,H,SI2,60.5,56.0,4243.0,6.53,6.57,3.96 +28324,0.33,Very Good,G,VS1,62.0,59.0,666.0,4.36,4.42,2.72 +34284,0.23,Very Good,F,VVS2,58.1,63.0,468.0,4.04,4.08,2.36 +11731,1.44,Very Good,E,I1,61.1,62.0,5068.0,7.15,7.23,4.39 +35380,0.41,Premium,G,VS1,61.9,58.0,899.0,4.75,4.78,2.95 +11323,1.06,Ideal,G,SI2,62.1,58.0,4987.0,6.49,6.53,4.04 +14099,1.2,Premium,H,SI1,62.4,58.0,5718.0,6.76,6.79,4.23 +9063,1.2,Ideal,J,SI2,62.5,57.0,4516.0,6.8,6.74,4.23 +37906,0.41,Ideal,D,VS2,61.9,56.0,1007.0,4.77,4.8,2.96 +33710,0.34,Ideal,D,VS1,61.1,55.0,838.0,4.52,4.55,2.77 +45228,0.7,Ideal,J,VS1,61.6,57.0,1657.0,5.72,5.77,3.54 +52635,0.27,Very Good,F,VVS2,61.3,62.0,552.0,4.15,4.2,2.56 +46216,0.55,Ideal,G,VS2,61.6,55.0,1752.0,5.31,5.25,3.25 +21956,1.51,Premium,G,SI1,62.0,58.0,10020.0,7.31,7.26,4.52 +782,0.6,Ideal,E,VVS2,61.9,54.9,2860.0,5.41,5.44,3.35 +39561,0.45,Fair,F,VS2,64.3,59.0,1080.0,4.8,4.75,3.07 +27106,1.61,Ideal,F,VS1,62.0,55.0,17256.0,7.52,7.55,4.67 +7588,0.91,Premium,E,SI1,62.1,58.0,4256.0,6.18,6.15,3.83 +42997,0.55,Ideal,F,SI1,61.0,58.0,1368.0,5.25,5.28,3.21 +17216,1.0,Very Good,F,VS1,62.1,60.0,6883.0,6.33,6.42,3.96 +32547,0.27,Ideal,D,VVS1,61.9,57.0,799.0,4.18,4.15,2.58 +48514,0.58,Ideal,E,VS2,61.1,57.0,1984.0,5.41,5.39,3.3 +3466,0.91,Premium,G,SI1,58.0,59.0,3392.0,6.45,6.38,3.72 +26893,2.0,Very Good,H,SI1,63.3,59.0,16872.0,8.02,8.0,5.07 +20077,1.0,Very Good,F,VVS2,60.0,62.0,8553.0,6.43,6.46,3.87 +43077,0.44,Ideal,G,IF,61.3,55.0,1378.0,4.91,4.95,3.02 +24086,1.51,Premium,G,VS2,59.2,61.0,12229.0,7.48,7.44,4.42 +2562,0.71,Ideal,G,VVS1,62.6,56.0,3210.0,5.65,5.69,3.55 +13891,1.23,Premium,G,VS2,61.6,58.0,5654.0,6.91,6.85,4.24 +53630,0.35,Premium,I,VS1,61.8,58.0,552.0,4.5,4.53,2.79 +18653,1.53,Ideal,H,SI2,62.5,57.0,7617.0,7.36,7.39,4.61 +12396,1.13,Ideal,F,SI2,61.8,57.0,5232.0,6.71,6.68,4.14 +25864,2.08,Premium,I,SI2,62.3,58.0,14947.0,8.18,8.13,5.08 +42379,0.51,Very Good,E,SI1,63.1,56.0,1305.0,5.07,5.1,3.21 +45906,0.78,Good,G,SI2,57.9,63.0,1720.0,6.05,6.0,3.49 +21049,0.31,Ideal,G,VS1,62.4,55.0,625.0,4.33,4.35,2.71 +28045,0.33,Very Good,D,VS2,62.9,54.0,660.0,4.4,4.44,2.78 +4280,1.0,Good,H,SI2,63.9,55.0,3584.0,6.41,6.34,4.07 +28994,0.34,Ideal,F,VS2,61.0,57.0,686.0,4.48,4.5,2.74 +32086,0.33,Ideal,D,VS2,61.9,53.0,781.0,4.46,4.49,2.77 +53557,0.76,Ideal,F,SI2,61.5,55.0,2694.0,5.87,5.9,3.62 +20311,1.06,Ideal,G,VVS2,61.4,57.0,8726.0,6.52,6.55,4.01 +36283,0.34,Premium,E,SI2,61.5,58.0,477.0,4.49,4.52,2.77 +20661,1.0,Very Good,F,VVS2,63.0,59.0,8950.0,6.33,6.36,4.0 +43667,0.5,Very Good,D,SI1,60.8,63.0,1436.0,5.1,5.13,3.11 +15771,1.5,Good,J,SI2,63.6,58.0,6306.0,7.18,7.25,4.59 +21309,1.51,Very Good,H,SI1,58.5,59.0,9464.0,7.48,7.6,4.41 +26570,2.4,Ideal,J,SI1,60.6,57.0,16274.0,8.62,8.76,5.26 +28050,0.38,Very Good,F,SI1,61.5,54.0,660.0,4.69,4.71,2.89 +31479,0.34,Ideal,H,VS1,62.7,57.0,765.0,4.48,4.45,2.8 +51920,0.7,Very Good,F,VS2,60.5,58.0,2437.0,5.78,5.83,3.51 +25927,2.0,Very Good,I,SI1,62.9,59.2,15081.0,7.95,8.08,5.05 +33848,0.3,Premium,E,VS2,61.7,61.0,844.0,4.31,4.28,2.65 +32407,0.37,Ideal,F,SI1,62.4,54.0,791.0,4.63,4.6,2.88 +26637,2.0,Ideal,I,SI1,61.4,57.0,16407.0,8.05,8.11,4.96 +25,0.31,Very Good,J,SI1,58.1,62.0,353.0,4.44,4.47,2.59 +22560,1.43,Premium,G,VS2,62.2,58.0,10609.0,7.18,7.15,4.46 +35890,0.32,Ideal,G,IF,61.4,55.0,918.0,4.42,4.44,2.72 +24142,2.1,Premium,J,SI2,62.0,62.0,12308.0,8.23,8.17,5.08 +39313,0.33,Premium,E,VS1,61.0,55.0,1069.0,4.51,4.47,2.74 +33788,0.4,Premium,I,VVS1,60.8,58.0,842.0,4.76,4.78,2.9 +30733,0.25,Ideal,F,IF,62.3,54.0,739.0,4.06,4.09,2.54 +17075,1.05,Very Good,F,VS2,62.8,57.0,6808.0,6.45,6.48,4.06 +29001,0.34,Ideal,F,VS2,62.5,55.0,686.0,4.48,4.51,2.81 +49651,0.7,Premium,F,SI2,59.6,60.0,2139.0,5.77,5.71,3.42 +26926,2.01,Very Good,E,SI1,60.8,59.0,16956.0,8.14,8.2,4.97 +20613,1.14,Very Good,F,VVS2,63.3,56.0,8912.0,6.56,6.71,4.2 +40029,0.5,Ideal,I,VS2,62.4,55.0,1110.0,5.09,5.11,3.18 +45410,0.51,Ideal,H,VS1,62.0,56.0,1668.0,5.14,5.17,3.2 +33589,0.41,Fair,G,VVS2,64.7,56.0,833.0,4.68,4.72,3.04 +20986,1.0,Very Good,F,VVS1,62.5,57.0,9201.0,6.31,6.36,3.96 +16374,0.33,Very Good,I,VVS1,62.5,61.0,608.0,4.38,4.42,2.75 +38642,0.34,Fair,F,VVS1,55.2,59.0,1040.0,4.72,4.77,2.62 +10439,0.91,Very Good,F,SI1,62.3,58.0,4785.0,6.14,6.19,3.84 +14039,1.02,Good,G,VS1,57.3,59.0,5706.0,6.71,6.65,3.83 +19744,1.22,Ideal,G,VS1,61.3,56.0,8313.0,6.93,6.88,4.23 +22237,1.5,Good,H,VS2,61.2,61.0,10291.0,7.25,7.32,4.46 +36542,0.4,Premium,F,SI1,62.3,57.0,945.0,4.74,4.67,2.93 +31849,0.36,Ideal,D,VS2,62.0,54.0,776.0,4.6,4.62,2.86 +13496,0.7,Ideal,D,VVS2,61.4,56.0,5539.0,5.72,5.75,3.53 +14020,1.01,Premium,D,SI1,61.6,62.0,5701.0,6.44,6.38,3.95 +45846,0.5,Good,G,VVS2,63.4,57.0,1715.0,5.06,5.1,3.22 +19437,1.03,Very Good,F,VS1,62.8,54.1,8089.0,6.39,6.48,4.05 +50438,0.72,Premium,I,SI1,61.5,59.0,2262.0,5.78,5.73,3.54 +23199,1.52,Ideal,H,VS2,60.7,56.0,11206.0,7.49,7.41,4.52 +29601,0.35,Very Good,H,VVS2,63.0,55.0,706.0,4.48,4.5,2.83 +16691,0.31,Ideal,H,SI1,61.3,57.0,421.0,4.36,4.38,2.68 +21687,1.2,Ideal,G,VVS2,62.5,54.4,9785.0,6.75,6.82,4.24 +42011,0.51,Premium,E,SI2,61.8,58.0,1265.0,5.11,5.08,3.15 +52438,0.63,Ideal,E,VS2,60.8,57.0,2513.0,5.53,5.55,3.37 +33381,0.41,Premium,I,VVS2,62.1,58.0,827.0,4.76,4.78,2.96 +45295,0.51,Ideal,E,VS2,61.9,57.0,1662.0,5.12,5.09,3.16 +44399,0.5,Premium,G,VS1,60.9,59.0,1583.0,5.14,5.11,3.12 +284,0.72,Premium,G,VS2,62.9,57.0,2795.0,5.73,5.65,3.58 +20459,1.53,Premium,G,SI2,61.3,59.0,8799.0,7.49,7.43,4.57 +35838,0.3,Ideal,E,VVS1,62.0,57.0,916.0,4.27,4.31,2.66 +40126,0.41,Ideal,F,VVS2,61.2,56.0,1115.0,4.78,4.8,2.93 +24167,1.37,Ideal,G,VVS1,62.6,55.0,12342.0,7.07,7.12,4.44 +51422,0.75,Premium,E,SI2,63.0,58.0,2372.0,5.78,5.71,3.62 +45279,0.56,Ideal,G,VS2,60.9,56.0,1662.0,5.34,5.36,3.26 +41284,0.43,Premium,E,VS1,62.3,58.0,1209.0,4.82,4.78,2.99 +33480,0.32,Ideal,F,VS2,61.6,55.0,828.0,4.43,4.4,2.72 +28448,0.31,Ideal,H,VVS1,60.9,56.0,671.0,4.4,4.42,2.69 +42975,0.41,Premium,E,VVS1,62.2,58.0,1367.0,4.75,4.77,2.96 +21835,1.5,Ideal,I,VS1,61.3,57.0,9900.0,7.32,7.35,4.5 +41918,0.57,Good,D,SI2,63.8,57.0,1262.0,5.24,5.26,3.35 +44973,0.32,Ideal,H,VS2,60.9,56.0,523.0,4.42,4.44,2.7 +10285,1.11,Ideal,G,SI2,60.5,56.0,4755.0,6.71,6.67,4.05 +12605,1.01,Premium,G,VS2,60.9,55.0,5288.0,6.5,6.48,3.95 +5095,1.03,Very Good,G,SI2,63.0,60.0,3755.0,6.35,6.39,4.01 +519,0.74,Good,E,VS1,63.1,58.0,2824.0,5.73,5.75,3.62 +39807,0.38,Ideal,F,VVS1,61.9,55.0,1096.0,4.67,4.7,2.9 +8645,1.06,Ideal,H,SI2,62.8,57.0,4452.0,6.57,6.49,4.1 +52073,0.81,Ideal,J,VS2,62.1,56.0,2455.0,5.94,5.97,3.7 +49680,0.53,Ideal,E,VS1,60.1,57.0,2143.0,5.25,5.31,3.17 +13659,1.01,Ideal,E,SI1,61.6,59.0,5590.0,6.43,6.4,3.95 +16269,1.21,Premium,D,SI2,62.5,57.0,6505.0,6.79,6.71,4.22 +6313,1.13,Premium,F,SI2,58.3,61.0,4025.0,6.88,6.78,3.98 +24823,2.09,Premium,J,SI2,60.0,60.0,13212.0,8.37,8.32,5.01 +27541,2.24,Ideal,I,SI1,60.5,59.0,18299.0,8.45,8.5,5.13 +35461,0.33,Premium,F,VVS2,62.3,60.0,901.0,4.43,4.4,2.75 +31713,0.42,Ideal,I,VS1,61.5,55.0,771.0,4.83,4.86,2.98 +8607,1.2,Very Good,G,SI2,61.8,60.0,4443.0,6.78,6.85,4.21 +46981,0.57,Premium,F,VS1,61.3,54.0,1815.0,5.41,5.35,3.3 +22133,1.5,Ideal,I,VS1,62.0,54.0,10164.0,7.32,7.38,4.56 +50667,0.31,Ideal,G,VS2,61.8,57.0,544.0,4.34,4.36,2.69 +24495,2.23,Premium,J,SI2,60.5,61.0,12770.0,8.47,8.4,5.1 +16020,1.08,Ideal,H,VS2,60.3,57.0,6411.0,6.67,6.7,4.03 +35192,0.31,Ideal,G,IF,61.7,54.0,891.0,4.38,4.4,2.71 +32940,0.37,Ideal,E,VS2,62.5,56.0,811.0,4.58,4.61,2.87 +53342,0.84,Very Good,F,SI2,62.8,57.0,2656.0,5.99,6.04,3.78 +47207,0.5,Ideal,G,VVS2,62.1,55.0,1838.0,5.05,5.09,3.15 +6825,1.01,Ideal,H,SI2,62.8,56.0,4119.0,6.38,6.45,4.03 +21946,1.21,Premium,F,VS1,62.6,59.0,10018.0,6.81,6.76,4.25 +49169,0.62,Ideal,F,VS1,62.3,56.0,2073.0,5.43,5.46,3.39 +36094,0.5,Good,F,SI2,57.7,62.0,926.0,5.22,5.18,3.0 +40440,0.7,Fair,G,I1,65.3,59.0,1138.0,5.5,5.47,3.58 +46467,0.53,Ideal,H,VVS1,62.2,56.0,1775.0,5.16,5.2,3.22 +25769,2.43,Premium,I,SI2,62.2,60.0,14727.0,8.59,8.53,5.33 +3171,0.99,Fair,I,SI1,60.7,66.0,3337.0,6.42,6.34,3.87 +30992,0.37,Premium,F,VS2,59.8,59.0,746.0,4.63,4.66,2.78 +22210,1.14,Premium,E,VVS2,59.7,58.0,10258.0,6.83,6.91,4.1 +17999,1.21,Very Good,H,VS1,62.0,58.0,7279.0,6.76,6.91,4.24 +50038,0.71,Fair,D,SI2,64.6,60.0,2198.0,5.62,5.59,3.62 +53708,0.72,Premium,D,SI1,61.8,58.0,2718.0,5.81,5.75,3.57 +47639,0.51,Ideal,D,VS2,61.5,55.0,1882.0,5.18,5.13,3.17 +44215,0.52,Ideal,E,VS2,62.2,55.0,1571.0,5.16,5.22,3.23 +548,0.75,Premium,E,SI2,61.9,57.0,2829.0,5.88,5.82,3.62 +513,0.71,Premium,E,VS2,62.3,58.0,2823.0,5.71,5.66,3.54 +50212,0.7,Good,E,SI2,57.5,58.0,2229.0,5.8,5.85,3.35 +16329,1.08,Premium,G,VS2,62.4,57.0,6532.0,6.56,6.49,4.07 +30906,0.32,Ideal,E,VS1,61.7,56.0,745.0,4.41,4.44,2.73 +50015,0.7,Premium,F,SI1,60.4,58.0,2196.0,5.76,5.82,3.5 +13545,0.96,Very Good,D,SI1,59.9,58.0,5548.0,6.4,6.46,3.85 +47050,0.54,Ideal,F,VS2,61.1,57.0,1820.0,5.3,5.27,3.23 +38417,0.3,Ideal,G,IF,62.4,55.0,1025.0,4.32,4.3,2.69 +7794,0.9,Very Good,D,SI1,62.1,60.0,4289.0,6.11,6.19,3.82 +37087,0.41,Premium,E,SI1,60.5,61.0,969.0,4.8,4.78,2.9 +22699,0.35,Premium,H,SI1,61.0,62.0,630.0,4.56,4.52,2.77 +2284,0.77,Very Good,D,SI1,58.6,59.0,3160.0,6.0,6.04,3.53 +7667,1.01,Very Good,G,SI1,63.5,60.0,4271.0,6.41,6.38,3.92 +42637,0.58,Ideal,F,SI2,62.0,57.0,1332.0,5.35,5.32,3.31 +19107,1.51,Good,F,SI2,62.9,55.0,7875.0,7.22,7.28,4.56 +10660,1.2,Premium,H,VS1,61.7,59.0,4838.0,6.78,6.74,4.17 +21340,1.52,Ideal,I,VS1,61.4,57.0,9483.0,7.42,7.38,4.54 +25643,2.15,Ideal,I,SI1,62.5,57.0,14534.0,8.2,8.16,5.11 +24042,0.38,Premium,I,VS2,61.8,59.0,633.0,4.61,4.64,2.86 +42263,0.32,Premium,F,VVS1,60.7,58.0,1294.0,4.43,4.4,2.68 +40657,0.5,Very Good,E,SI2,61.7,58.0,1154.0,5.06,5.12,3.14 +13917,1.19,Premium,I,SI1,62.1,59.0,5664.0,6.84,6.78,4.23 +20038,0.3,Very Good,E,SI2,61.7,61.0,421.0,4.28,4.31,2.65 +19227,1.01,Premium,E,VS1,62.0,59.0,7964.0,6.42,6.38,3.97 +46244,0.53,Ideal,F,VS2,61.5,55.0,1753.0,5.27,5.2,3.22 +51369,0.73,Premium,I,VS2,59.7,59.0,2365.0,5.94,5.81,3.51 +28806,0.33,Ideal,E,VS2,62.4,54.0,682.0,4.44,4.47,2.78 +25349,1.52,Very Good,F,VS2,62.7,59.0,14066.0,7.3,7.33,4.59 +11784,1.09,Fair,H,SI1,64.4,60.0,5085.0,6.49,6.42,4.16 +11613,1.02,Ideal,H,SI1,61.7,57.0,5047.0,6.45,6.48,3.99 +44943,0.55,Ideal,G,VS2,60.1,55.0,1634.0,5.33,5.37,3.22 +3461,0.9,Very Good,G,SI2,61.2,57.0,3391.0,6.19,6.23,3.8 +31512,0.34,Premium,G,VS2,61.2,62.0,765.0,4.48,4.44,2.73 +1695,0.92,Fair,I,VS2,64.4,58.0,3033.0,6.13,6.1,3.94 +39333,0.34,Ideal,F,VVS2,59.1,57.0,1071.0,4.66,4.61,2.74 +3472,0.83,Premium,F,VS2,62.0,59.0,3393.0,6.0,5.96,3.71 +18247,1.01,Very Good,G,VVS1,63.1,59.0,7412.0,6.42,6.33,4.02 +33041,0.32,Ideal,G,VVS1,62.2,53.0,814.0,4.42,4.45,2.76 +42642,0.5,Ideal,F,SI1,61.5,55.0,1332.0,5.16,5.12,3.16 +5189,0.83,Ideal,E,SI1,61.6,56.0,3775.0,6.03,6.05,3.72 +18909,1.52,Very Good,J,SI1,59.9,57.0,7759.0,7.45,7.47,4.47 +24395,2.18,Premium,H,SI2,59.4,61.0,12631.0,8.49,8.45,0.0 +14396,0.3,Good,H,VVS2,63.4,57.0,605.0,4.21,4.24,2.68 +28152,0.3,Ideal,H,VVS1,62.2,57.0,665.0,4.28,4.31,2.67 +50812,0.54,Ideal,D,VS2,61.6,55.0,2307.0,5.25,5.27,3.24 +47131,0.52,Ideal,G,VVS1,62.1,56.0,1829.0,5.15,5.17,3.2 +36156,0.33,Ideal,E,VS2,62.3,57.0,928.0,4.43,4.37,2.74 +21171,1.7,Premium,F,SI2,58.5,60.0,9330.0,7.87,7.8,4.58 +20397,0.31,Premium,H,VVS2,62.4,59.0,625.0,4.31,4.35,2.7 +5834,0.9,Good,G,VS2,62.9,62.0,3918.0,6.02,6.06,3.8 +5552,0.9,Premium,E,SI2,60.4,59.0,3856.0,6.24,6.21,3.76 +21817,1.31,Ideal,G,VS1,62.2,56.0,9891.0,7.01,7.05,4.37 +47937,0.56,Ideal,E,VS2,62.6,57.0,1915.0,5.29,5.26,3.3 +23418,1.83,Ideal,J,VS2,62.0,56.0,11406.0,7.84,7.9,4.88 +35340,0.42,Premium,H,SI1,60.9,58.0,898.0,4.85,4.84,2.95 +45775,0.54,Very Good,I,IF,58.8,61.0,1708.0,5.29,5.35,3.13 +10309,0.99,Ideal,I,SI1,61.8,57.0,4763.0,6.4,6.42,3.96 +31427,0.3,Ideal,H,IF,60.8,56.0,764.0,4.36,4.39,2.66 +40840,0.5,Premium,F,SI2,61.4,61.0,1172.0,5.14,5.09,3.14 +12175,1.18,Ideal,H,SI2,61.2,57.0,5182.0,6.81,6.86,4.18 +15588,1.5,Fair,H,SI2,64.6,59.0,6250.0,7.2,7.11,4.62 +45226,0.54,Very Good,F,VS1,60.0,61.0,1657.0,5.31,5.26,3.17 +31161,0.41,Very Good,E,SI1,62.4,55.0,755.0,4.74,4.78,2.97 +22896,1.56,Ideal,D,SI1,62.2,58.0,10934.0,7.37,7.42,4.6 +43619,0.28,Ideal,G,VS2,62.1,56.0,508.0,4.19,4.23,2.61 +38300,0.28,Ideal,D,VS2,62.4,57.0,487.0,4.16,4.2,2.61 +7464,0.9,Good,F,VS2,63.6,59.0,4234.0,6.11,6.06,3.87 +10945,1.01,Good,F,SI1,63.5,59.0,4899.0,6.29,6.38,4.02 +30307,0.41,Very Good,E,SI1,61.0,61.0,725.0,4.74,4.77,2.9 +9550,1.0,Very Good,E,SI2,62.4,57.0,4620.0,6.33,6.4,3.97 +47901,0.76,Good,I,SI1,64.1,59.0,1914.0,5.73,5.75,3.68 +43729,0.51,Ideal,H,VS1,61.1,56.0,1438.0,5.11,5.16,3.14 +26188,1.3,Ideal,D,VVS1,61.6,55.7,15535.0,6.98,7.02,4.31 +4277,0.76,Ideal,E,SI1,61.3,55.0,3584.0,5.87,5.91,3.61 +8889,0.94,Very Good,G,VS2,62.9,58.6,4488.0,6.1,6.25,3.89 +29859,0.3,Ideal,D,VS2,61.3,57.0,710.0,4.32,4.36,2.66 +42494,0.47,Very Good,E,VS2,62.6,57.0,1320.0,4.92,4.95,3.09 +28598,0.3,Very Good,G,VS2,63.1,56.0,675.0,4.28,4.25,2.69 +29996,0.43,Premium,E,SI2,60.8,58.0,716.0,4.86,4.88,2.96 +32450,0.43,Ideal,E,SI1,62.3,57.0,792.0,4.78,4.82,2.99 +14110,1.31,Premium,H,VS1,62.1,58.0,5722.0,6.98,6.97,4.33 +38475,0.42,Ideal,F,VS1,61.0,57.0,1031.0,4.84,4.87,2.96 +18835,1.03,Premium,D,VS2,62.9,59.0,7718.0,6.43,6.38,4.03 +21657,1.22,Ideal,F,VS1,61.5,56.0,9756.0,6.89,6.84,4.22 +27538,2.01,Ideal,H,SI1,62.1,55.0,18295.0,8.12,8.07,5.03 +52035,0.71,Premium,I,VVS2,61.9,60.0,2450.0,5.75,5.69,3.54 +15138,1.19,Very Good,H,VS2,61.1,58.0,6086.0,6.81,6.83,4.17 +41725,0.41,Ideal,H,IF,62.9,54.0,1243.0,4.74,4.71,2.97 +9059,0.34,Ideal,I,SI1,62.3,55.0,589.0,4.47,4.42,2.77 +43047,0.54,Premium,E,SI1,62.2,61.0,1375.0,5.24,5.15,3.23 +50140,0.71,Good,I,VS2,64.3,63.0,2214.0,5.63,5.56,3.6 +38182,0.41,Premium,D,SI1,59.6,59.0,1015.0,4.85,4.82,2.88 +12237,1.01,Good,G,VS2,63.1,55.0,5199.0,6.36,6.38,4.02 +35128,0.37,Premium,E,VS2,61.0,59.0,888.0,4.65,4.6,2.82 +6135,0.92,Very Good,G,SI1,62.5,60.0,3986.0,6.19,6.26,3.89 +8231,0.73,Ideal,D,VVS2,61.3,56.0,4372.0,5.79,5.82,3.56 +34581,0.43,Premium,F,SI2,60.5,59.0,871.0,4.91,4.88,2.96 +49742,0.7,Premium,H,SI1,62.0,58.0,2155.0,5.65,5.71,3.52 +35369,0.38,Premium,F,SI1,60.4,58.0,898.0,4.72,4.68,2.84 +1568,0.73,Ideal,H,VVS1,61.6,57.0,3005.0,5.81,5.78,3.57 +21433,1.76,Ideal,I,SI2,61.2,55.0,9540.0,7.76,7.79,4.76 +38845,0.37,Ideal,D,VS2,61.1,56.0,1050.0,4.64,4.66,2.84 +7965,1.09,Very Good,D,SI2,59.2,63.0,4322.0,6.71,6.67,3.96 +51968,0.3,Ideal,G,SI1,62.0,55.0,545.0,4.28,4.3,2.66 +12184,1.21,Premium,I,SI2,62.7,55.0,5184.0,6.84,6.79,4.27 +12360,1.11,Ideal,G,SI2,60.7,59.0,5231.0,6.72,6.76,4.09 +43109,0.54,Ideal,F,SI1,61.3,55.0,1385.0,5.23,5.27,3.22 +42695,0.54,Very Good,H,VS2,62.6,58.0,1338.0,5.16,5.19,3.24 +1368,0.71,Ideal,I,VS1,61.3,57.0,2965.0,5.73,5.76,3.52 +49335,0.7,Very Good,G,SI1,62.2,58.0,2095.0,5.63,5.66,3.51 +52751,0.7,Ideal,E,SI2,62.2,56.0,2560.0,5.67,5.64,3.52 +49399,0.5,Very Good,E,VVS2,62.6,59.0,2105.0,5.02,5.05,3.15 +8910,0.9,Very Good,F,VS2,61.7,57.0,4493.0,6.17,6.21,3.82 +42950,0.3,Ideal,J,VS1,59.7,57.0,506.0,4.4,4.37,2.62 +49740,0.7,Very Good,F,SI1,60.5,56.0,2155.0,5.73,5.8,3.49 +45992,0.7,Fair,J,SI1,63.0,57.0,1723.0,5.55,5.6,3.51 +33254,0.32,Ideal,E,VS1,61.8,56.0,825.0,4.4,4.43,2.73 +7995,0.92,Very Good,D,SI2,61.6,58.0,4327.0,6.19,6.22,3.82 +53721,0.83,Ideal,H,SI1,62.4,57.0,2720.0,6.03,5.98,3.75 +38842,0.39,Fair,E,VS2,65.4,57.0,1049.0,4.61,4.54,2.99 +17401,1.2,Good,E,SI1,64.0,61.0,6969.0,6.61,6.67,4.25 +43716,0.61,Fair,I,VS2,57.4,60.9,1437.0,5.6,5.65,3.23 +29160,0.33,Premium,H,VS1,62.4,60.0,693.0,4.42,4.39,2.75 +37752,0.38,Ideal,F,VS1,62.4,54.0,998.0,4.68,4.64,2.91 +46427,0.59,Premium,F,VS2,61.5,58.0,1769.0,5.45,5.41,3.34 +52101,0.55,Ideal,D,VS2,60.2,56.0,2459.0,5.33,5.38,3.22 +10905,1.21,Very Good,G,SI2,58.9,61.0,4887.0,6.91,6.98,4.09 +8234,1.12,Premium,I,SI1,61.1,59.0,4373.0,6.66,6.69,4.08 +11753,1.16,Ideal,G,SI2,61.6,55.0,5078.0,6.78,6.8,4.18 +16086,1.01,Premium,E,VS2,62.1,58.0,6425.0,6.42,6.34,3.96 +14677,1.02,Good,G,VS2,63.6,57.0,5922.0,6.41,6.38,4.07 +4797,0.75,Ideal,D,VS1,62.4,54.0,3696.0,5.86,5.84,3.65 +382,0.8,Good,G,SI1,62.7,57.0,2810.0,5.84,5.93,3.69 +15388,0.29,Very Good,G,VVS1,61.5,57.0,607.0,4.24,4.27,2.62 +23725,0.25,Very Good,F,VVS1,62.9,55.0,633.0,4.04,4.06,2.55 +1463,0.7,Good,D,SI1,61.3,61.0,2980.0,5.63,5.69,3.47 +44001,0.3,Good,G,SI2,63.7,54.0,394.0,4.23,4.25,2.7 +50775,0.51,Ideal,E,VVS2,62.5,57.0,2301.0,5.06,5.12,3.18 +14782,1.21,Ideal,H,SI1,62.4,56.0,5948.0,6.85,6.8,4.26 +3727,0.3,Good,D,VS2,63.1,58.0,568.0,4.26,4.3,2.7 +40984,0.5,Ideal,E,SI2,62.8,55.0,1181.0,5.08,5.05,3.18 +26419,1.7,Ideal,G,VS2,61.3,57.0,15941.0,7.67,7.6,4.68 +19734,1.52,Premium,G,SI2,60.9,57.0,8299.0,7.5,7.44,4.55 +21084,1.41,Good,H,VS2,63.8,60.0,9254.0,7.12,7.04,4.52 +32927,0.42,Ideal,D,SI1,62.3,57.0,810.0,4.77,4.8,2.98 +27218,2.19,Premium,H,SI2,61.7,58.0,17554.0,8.38,8.28,5.14 +2637,0.71,Ideal,H,VS1,60.8,57.0,3229.0,5.74,5.79,3.51 +32718,0.31,Premium,F,VS2,61.3,59.0,802.0,4.34,4.31,2.65 +40472,0.38,Premium,D,VS1,61.9,60.0,1140.0,4.66,4.62,2.87 +27905,0.42,Very Good,D,SI2,62.9,55.0,656.0,4.78,4.82,3.02 +26417,1.7,Premium,G,VS2,60.3,60.0,15941.0,7.72,7.64,4.63 +40674,0.5,Fair,H,VS1,66.5,60.0,1155.0,4.93,4.85,3.25 +31378,0.31,Ideal,F,VVS2,61.2,56.0,761.0,4.37,4.39,2.68 +50856,0.7,Very Good,E,SI1,60.3,60.0,2312.0,5.77,5.81,3.49 +53648,0.71,Ideal,E,SI1,59.9,56.0,2704.0,5.86,5.8,3.49 +35410,0.32,Ideal,E,VS2,62.3,56.0,900.0,4.41,4.38,2.74 +11733,1.01,Ideal,E,SI1,62.2,56.0,5068.0,6.43,6.4,3.99 +15522,1.02,Premium,F,VS2,62.7,59.0,6220.0,6.41,6.44,4.03 +3701,1.0,Premium,E,SI2,62.9,61.0,3450.0,6.3,6.23,3.94 +32655,0.31,Premium,H,VVS2,62.3,60.0,802.0,4.36,4.31,2.7 +37576,0.46,Ideal,G,SI1,61.4,56.0,990.0,4.97,4.99,3.06 +45358,0.67,Good,D,SI2,64.7,55.0,1664.0,5.5,5.54,3.57 +31824,0.41,Premium,E,SI1,60.4,59.0,775.0,4.8,4.75,2.88 +37928,0.3,Good,H,SI2,63.9,57.0,485.0,4.27,4.24,2.72 +26751,1.51,Premium,F,VS1,60.0,60.0,16551.0,7.42,7.39,4.44 +10752,0.99,Very Good,F,SI2,61.2,56.0,4852.0,6.4,6.45,3.93 +19713,1.51,Fair,F,SI2,61.8,66.0,8287.0,7.18,7.16,4.43 +49064,0.7,Good,F,SI1,63.1,64.0,2058.0,5.58,5.61,3.53 +4849,0.71,Ideal,F,VS1,61.5,56.0,3710.0,5.72,5.76,3.53 +7313,1.07,Premium,I,SI2,59.7,59.0,4206.0,6.68,6.63,3.97 +14996,1.07,Ideal,G,VS2,62.2,57.0,6040.0,6.55,6.5,4.06 +50512,0.71,Premium,E,SI2,61.8,57.0,2271.0,5.73,5.67,3.52 +11364,1.1,Very Good,G,SI1,62.3,58.0,4997.0,6.55,6.61,4.1 +22988,1.56,Very Good,H,VS2,63.1,60.0,11039.0,7.43,7.34,4.66 +7030,1.02,Good,G,SI2,59.9,58.0,4159.0,6.48,6.55,3.9 +4025,0.73,Ideal,F,VVS2,61.7,54.0,3524.0,5.76,5.82,3.57 +49329,0.7,Fair,D,SI1,66.0,56.0,2093.0,5.45,5.52,3.62 +43427,0.53,Very Good,E,SI1,59.7,59.0,1415.0,5.27,5.29,3.15 +36525,0.4,Premium,F,SI1,62.8,59.0,945.0,4.72,4.71,2.96 +47676,0.51,Premium,D,VS2,61.1,59.0,1882.0,5.16,5.12,3.14 +32239,0.31,Ideal,G,VVS1,62.1,53.0,789.0,4.36,4.4,2.72 +44023,0.51,Ideal,E,SI1,62.8,56.0,1546.0,5.15,5.07,3.21 +7284,1.25,Premium,J,SI1,62.0,61.0,4200.0,6.86,6.84,4.25 +4997,0.58,Ideal,D,VVS1,62.2,56.0,3741.0,5.34,5.36,3.33 +21683,1.56,Good,F,SI2,57.5,58.0,9784.0,7.82,7.67,4.45 +53283,0.3,Very Good,D,SI1,62.6,56.0,552.0,4.24,4.29,2.67 +4671,0.76,Ideal,G,VVS1,62.0,54.7,3671.0,5.83,5.87,3.62 +22518,1.21,Ideal,E,VS2,61.8,53.0,10556.0,6.86,6.9,4.25 +15681,1.01,Good,F,VS2,62.1,58.0,6288.0,6.28,6.35,3.92 +50674,0.7,Ideal,I,SI1,62.6,54.0,2287.0,5.63,5.71,3.55 +22071,1.57,Ideal,I,VS2,61.5,56.0,10093.0,7.56,7.49,4.63 +11253,1.01,Ideal,F,SI1,62.5,56.0,4969.0,6.38,6.42,4.0 +8601,1.03,Good,D,SI1,64.3,58.0,4441.0,6.31,6.28,4.05 +48372,0.74,Ideal,J,SI1,61.7,56.0,1963.0,5.81,5.85,3.6 +6777,1.05,Very Good,H,SI2,63.8,58.0,4112.0,6.38,6.45,4.09 +40492,0.42,Ideal,F,VVS2,60.6,57.0,1142.0,4.82,4.85,2.93 +8558,1.01,Ideal,E,SI2,62.1,56.0,4434.0,6.43,6.39,3.98 +2170,0.74,Premium,E,VS1,60.0,57.0,3133.0,5.94,5.89,3.55 +35919,0.43,Ideal,H,SI1,62.5,57.0,919.0,4.84,4.79,3.01 +9189,0.93,Ideal,G,SI1,62.0,56.0,4546.0,6.22,6.26,3.87 +50813,0.81,Ideal,J,SI1,62.0,56.0,2307.0,6.0,6.03,3.73 +26654,1.53,Premium,G,VVS1,60.6,58.0,16451.0,7.45,7.49,4.53 +20894,1.5,Good,G,SI2,63.1,57.0,9116.0,7.25,7.29,4.59 +9077,1.2,Very Good,G,SI1,63.4,55.0,4520.0,6.72,6.65,4.24 +2047,0.32,Ideal,I,VVS2,62.6,54.0,561.0,4.37,4.41,2.75 +37380,0.4,Ideal,G,VVS2,62.4,56.0,982.0,4.64,4.68,2.91 +25304,1.71,Very Good,E,SI1,63.4,56.0,13970.0,7.58,7.5,4.78 +51288,0.71,Ideal,H,SI2,62.2,55.0,2360.0,5.72,5.7,3.55 +51433,0.73,Very Good,D,SI2,60.3,60.0,2374.0,5.82,5.89,3.53 +37134,0.33,Ideal,G,VVS1,61.0,56.0,971.0,4.49,4.52,2.75 +18946,1.21,Ideal,H,IF,61.0,57.0,7789.0,6.79,6.89,4.17 +8575,1.0,Fair,E,SI1,65.1,61.0,4435.0,6.15,6.08,3.98 +43810,0.51,Ideal,G,VS2,62.0,56.0,1443.0,5.18,5.11,3.19 +4860,1.16,Premium,D,I1,61.8,59.0,3711.0,6.78,6.74,4.18 +18302,1.34,Premium,D,SI2,61.5,58.0,7438.0,7.07,7.04,4.34 +5291,0.91,Ideal,E,SI2,62.2,57.0,3800.0,6.2,6.24,3.87 +30113,0.32,Premium,G,VS2,60.5,58.0,720.0,4.42,4.41,2.67 +48900,0.68,Premium,G,VS2,61.7,57.0,2040.0,5.67,5.65,3.49 +50444,0.58,Ideal,F,VVS2,61.8,56.0,2263.0,5.37,5.41,3.33 +53723,0.78,Very Good,G,SI1,63.3,56.0,2721.0,5.83,5.86,3.7 +18376,0.38,Ideal,J,VS2,61.4,57.0,617.0,4.65,4.68,2.87 +49174,0.7,Good,G,SI1,63.5,61.0,2074.0,5.61,5.64,3.57 +21413,1.23,Ideal,G,VVS2,61.0,55.0,9525.0,6.93,6.95,4.23 +26471,1.5,Very Good,F,VS2,59.1,59.0,16048.0,7.45,7.48,4.41 +32472,0.37,Premium,D,VS2,60.5,59.0,794.0,4.66,4.69,2.83 +52967,0.24,Ideal,F,VVS2,61.1,57.0,552.0,4.03,4.06,2.47 +9378,0.32,Very Good,I,VVS1,63.0,58.0,589.0,4.32,4.38,2.74 +44375,0.4,Premium,E,IF,61.3,58.0,1580.0,4.77,4.73,2.91 +18488,1.01,Ideal,E,VS1,62.7,55.0,7528.0,6.4,6.45,4.03 +24519,2.04,Fair,E,SI2,65.4,55.0,12799.0,7.87,7.93,5.17 +44515,0.52,Ideal,D,SI1,61.5,55.0,1600.0,5.19,5.22,3.2 +35478,0.39,Ideal,F,VS1,61.3,56.0,902.0,4.7,4.72,2.89 +39980,0.41,Ideal,I,VVS1,61.3,56.0,1107.0,4.85,4.8,2.96 +6748,0.33,Very Good,E,SI1,60.3,60.0,579.0,4.47,4.49,2.7 +4123,0.71,Ideal,D,VS2,59.9,57.0,3540.0,5.8,5.83,3.48 +1226,0.7,Very Good,F,VVS2,62.6,59.0,2940.0,5.6,5.64,3.52 +24046,0.38,Very Good,H,SI1,61.2,62.0,633.0,4.62,4.66,2.84 +21693,0.34,Ideal,I,VVS1,61.8,56.0,626.0,4.47,4.5,2.77 +37375,0.4,Ideal,D,VS2,61.3,57.0,982.0,4.75,4.77,2.92 +22886,1.5,Very Good,E,SI1,59.3,56.0,10929.0,7.43,7.51,4.43 +31115,0.42,Very Good,H,SI1,61.1,57.0,754.0,4.84,4.87,2.96 +29615,0.27,Very Good,G,VS1,61.9,56.0,439.0,4.13,4.16,2.56 +33983,0.39,Good,F,VS1,62.8,61.0,847.0,4.63,4.67,2.92 +30972,0.39,Ideal,J,VS2,61.4,57.0,746.0,4.72,4.66,2.88 +32873,0.38,Good,D,VS2,64.1,55.0,809.0,4.58,4.62,2.95 +31295,0.32,Very Good,D,VS2,62.5,57.0,758.0,4.34,4.39,2.73 +45931,0.61,Very Good,E,SI1,60.1,59.0,1721.0,5.48,5.51,3.3 +51593,0.7,Very Good,H,VS1,61.5,58.0,2394.0,5.66,5.72,3.5 +25388,2.0,Very Good,G,SI2,64.0,58.0,14074.0,7.86,7.95,5.06 +11455,0.8,Ideal,E,VS1,61.8,56.0,5007.0,5.92,5.96,3.67 +35116,0.3,Ideal,F,IF,61.8,56.0,886.0,4.31,4.33,2.67 +25010,2.0,Good,J,VS2,58.0,62.0,13542.0,8.17,8.25,4.76 +46804,0.7,Fair,D,SI2,65.5,57.0,1806.0,5.56,5.43,3.6 +28314,0.32,Ideal,I,SI1,62.4,57.0,432.0,4.35,4.37,2.72 +14925,1.02,Very Good,F,VS2,63.3,58.0,6007.0,6.36,6.38,4.03 +49987,0.7,Good,F,SI1,57.9,63.0,2190.0,5.8,5.84,3.37 +7218,1.01,Premium,H,SI1,58.8,62.0,4191.0,6.59,6.54,3.86 +53590,0.71,Ideal,F,SI1,61.3,57.0,2699.0,5.72,5.79,3.53 +16741,1.01,Premium,E,VS2,62.0,59.0,6666.0,6.44,6.46,4.0 +40452,0.76,Fair,H,I1,64.5,57.0,1140.0,5.79,5.76,3.73 +14459,1.06,Ideal,F,SI1,61.9,57.0,5834.0,6.57,6.54,4.06 +42942,0.3,Premium,F,SI2,61.3,58.0,506.0,4.33,4.28,2.64 +714,1.02,Fair,I,SI1,53.0,63.0,2856.0,6.84,6.77,3.66 +6889,0.9,Premium,D,SI2,61.2,62.0,4133.0,6.22,6.07,3.76 +21203,1.57,Ideal,J,VVS2,61.4,57.0,9346.0,7.45,7.5,4.59 +30593,0.31,Ideal,E,VS1,61.7,56.0,734.0,4.37,4.41,2.71 +587,0.72,Ideal,E,VS2,62.8,57.0,2835.0,5.71,5.73,3.59 +3736,0.35,Ideal,J,IF,61.8,53.0,569.0,4.58,4.61,2.84 +24596,1.53,Ideal,G,VS2,62.8,57.0,12907.0,7.48,7.43,4.63 +27051,0.42,Good,F,SI2,64.1,56.0,646.0,4.76,4.72,3.04 +49982,0.6,Ideal,E,VS2,61.2,56.0,2189.0,5.45,5.44,3.33 +10734,0.33,Premium,I,VS2,62.0,60.0,594.0,4.46,4.41,2.75 +37102,0.41,Very Good,E,SI1,63.5,57.0,969.0,4.73,4.69,2.99 +28031,0.3,Ideal,E,VS2,62.1,55.0,658.0,4.3,4.33,2.68 +26596,1.54,Ideal,G,VVS1,60.8,57.0,16316.0,7.49,7.45,4.54 +53735,0.77,Premium,E,SI2,61.3,55.0,2723.0,5.9,5.85,3.6 +50814,0.7,Good,E,SI2,63.7,61.0,2307.0,5.64,5.6,3.58 +52772,0.8,Very Good,F,SI2,59.7,56.0,2564.0,6.05,6.11,3.63 +32129,0.41,Good,I,SI1,63.8,57.0,784.0,4.7,4.67,2.99 +50616,0.24,Good,F,VS1,62.5,60.0,399.0,3.96,3.98,2.48 +26432,3.4,Fair,D,I1,66.8,52.0,15964.0,9.42,9.34,6.27 +17278,1.12,Ideal,G,VS1,62.3,57.0,6918.0,6.59,6.64,4.12 +52327,0.73,Ideal,I,VVS2,62.3,55.0,2496.0,5.76,5.77,3.59 +27463,2.12,Very Good,H,SI1,60.7,55.0,18118.0,8.28,8.36,5.05 +48909,0.54,Ideal,G,VVS1,61.3,56.0,2041.0,5.25,5.27,3.23 +17395,0.32,Ideal,D,SI2,62.8,57.0,612.0,4.38,4.35,2.74 +1071,0.31,Premium,I,VS2,60.7,61.0,558.0,4.34,4.32,2.63 +24153,2.17,Premium,G,SI2,62.2,62.0,12321.0,8.32,8.24,5.15 +50309,0.31,Ideal,E,SI1,62.4,57.0,544.0,4.31,4.34,2.7 +41178,0.4,Premium,G,VVS1,62.3,58.0,1200.0,4.72,4.66,2.92 +7085,0.9,Good,E,SI1,63.1,61.0,4165.0,6.14,6.18,3.89 +1258,0.7,Ideal,H,VVS1,61.2,57.0,2947.0,5.69,5.72,3.49 +21608,1.51,Very Good,I,VS1,60.5,60.0,9704.0,7.42,7.46,4.5 +48976,0.34,Ideal,H,VS2,62.5,54.0,537.0,4.49,4.54,2.82 +23329,1.51,Premium,F,SI1,62.2,58.0,11374.0,7.32,7.27,4.54 +5101,1.01,Good,J,SI2,59.5,62.0,3756.0,6.42,6.46,3.83 +50498,0.6,Very Good,F,VS2,60.8,56.0,2270.0,5.45,5.48,3.32 +6341,1.0,Fair,E,SI2,57.3,62.0,4032.0,6.54,6.59,3.76 +53148,0.73,Very Good,I,VVS1,61.9,57.0,2623.0,5.75,5.79,3.57 +13876,1.13,Premium,H,VS2,62.0,57.0,5650.0,6.68,6.62,4.12 +8274,0.9,Very Good,D,SI1,61.2,60.0,4381.0,6.14,6.19,3.77 +16885,1.01,Very Good,D,VS2,62.9,58.0,6738.0,6.35,6.41,4.01 +22778,1.01,Very Good,D,VVS2,63.0,56.0,10800.0,6.35,6.41,4.02 +12862,1.11,Good,J,IF,58.3,62.0,5361.0,6.77,6.84,3.97 +873,0.72,Very Good,E,VS2,58.3,57.0,2872.0,5.89,5.94,3.45 +4753,1.02,Premium,F,SI2,62.5,58.0,3686.0,6.4,6.47,4.02 +40531,0.7,Fair,I,I1,68.6,57.0,1147.0,5.46,5.34,3.71 +18583,1.52,Ideal,I,SI2,61.3,60.0,7582.0,7.33,7.39,4.51 +5749,0.76,Premium,D,VS1,60.6,58.0,3894.0,5.95,5.89,3.59 +31981,0.3,Premium,F,VS2,61.1,59.0,776.0,4.32,4.29,2.63 +30378,0.3,Ideal,E,VS1,61.6,57.0,729.0,4.3,4.33,2.66 +23321,1.55,Good,H,VS2,61.0,61.0,11364.0,7.42,7.47,4.54 +37937,0.26,Very Good,G,VVS2,62.2,56.0,486.0,4.09,4.12,2.55 +30371,0.36,Ideal,H,VS2,62.1,55.0,729.0,4.58,4.57,2.84 +19948,1.5,Good,E,SI2,64.5,58.0,8492.0,7.06,7.11,4.57 +18759,1.2,Good,F,VS2,63.8,60.0,7666.0,6.6,6.65,4.23 +14893,1.22,Premium,H,SI1,62.4,58.0,5997.0,6.82,6.77,4.24 +8154,1.06,Good,F,SI2,62.2,61.0,4357.0,6.47,6.53,4.04 +33319,0.35,Ideal,D,SI1,60.8,55.0,827.0,4.59,4.56,2.78 +42852,0.41,Ideal,D,VVS2,62.3,57.0,1356.0,4.76,4.74,2.96 +42902,0.59,Good,F,SI1,59.1,58.0,1361.0,5.46,5.5,3.24 +30136,0.32,Premium,G,VS2,61.5,58.0,720.0,4.4,4.35,2.69 +36572,0.72,Premium,J,I1,62.9,59.0,945.0,5.8,5.63,3.58 +288,0.81,Very Good,E,SI1,60.3,60.0,2797.0,6.07,6.1,3.67 +17974,1.73,Premium,I,SI2,61.1,62.0,7270.0,7.64,7.54,4.64 +23597,1.5,Premium,F,SI1,62.2,58.0,11613.0,7.36,7.34,4.57 +35990,0.42,Very Good,G,VS1,60.6,58.0,921.0,4.82,4.95,2.96 +29889,0.3,Ideal,D,VS2,62.0,56.0,710.0,4.33,4.35,2.69 +18089,1.39,Premium,E,SI2,62.7,58.0,7311.0,6.99,7.11,4.42 +19755,1.2,Ideal,G,VS2,59.9,61.0,8321.0,6.85,6.88,4.11 +1359,0.9,Good,F,SI2,64.2,62.0,2964.0,6.08,6.0,3.88 +51302,0.31,Premium,E,SI1,59.3,59.0,544.0,4.42,4.48,2.64 +14295,1.01,Premium,G,VS2,62.4,59.0,5787.0,6.45,6.41,4.01 +10277,1.0,Very Good,D,SI2,62.8,58.0,4753.0,6.33,6.37,3.99 +27564,2.32,Very Good,I,SI1,63.2,59.0,18371.0,8.55,8.44,5.37 +27061,1.57,Premium,E,VS1,61.4,58.0,17175.0,7.44,7.48,4.58 +18202,1.52,Fair,H,SI2,64.9,58.0,7388.0,7.23,7.19,4.68 +35103,0.3,Ideal,F,IF,61.6,58.0,886.0,4.28,4.32,2.65 +42555,0.42,Premium,F,VVS1,60.5,58.0,1326.0,4.81,4.84,2.92 +52574,0.9,Fair,I,SI2,65.3,57.0,2536.0,5.98,5.93,3.89 +10220,1.0,Ideal,E,SI2,61.8,57.0,4743.0,6.39,6.43,3.96 +32219,0.31,Ideal,G,VVS1,62.5,54.0,789.0,4.36,4.38,2.73 +49607,0.74,Very Good,H,SI2,63.1,55.0,2138.0,5.72,5.78,3.63 +33866,0.3,Ideal,E,VS2,61.8,55.0,844.0,4.35,4.33,2.68 +39046,0.52,Very Good,F,SI2,62.3,60.0,1057.0,5.1,5.13,3.19 +8866,0.92,Fair,E,SI1,66.8,55.0,4482.0,6.04,5.99,4.02 +11774,1.21,Premium,H,SI2,61.1,60.0,5082.0,6.91,6.86,4.21 +46623,0.3,Ideal,H,VS1,61.6,55.0,526.0,4.27,4.3,2.64 +40577,0.52,Ideal,I,VS2,61.8,54.0,1152.0,5.16,5.2,3.2 +10102,0.9,Very Good,F,VS2,63.2,57.0,4715.0,6.12,6.07,3.85 +41679,0.5,Ideal,E,SI2,62.5,57.0,1240.0,5.07,5.04,3.16 +16444,1.26,Very Good,I,VS1,61.8,61.0,6566.0,6.9,6.95,4.28 +27097,2.01,Premium,D,SI2,61.8,59.0,17235.0,8.15,8.07,5.01 +28330,0.33,Ideal,F,VS2,61.9,55.0,666.0,4.43,4.46,2.75 +41903,0.52,Very Good,F,SI1,60.0,58.0,1261.0,5.21,5.26,3.14 +51023,0.74,Premium,F,SI2,61.4,57.0,2328.0,5.82,5.8,3.57 +47768,0.55,Premium,D,VS2,61.6,56.0,1894.0,5.33,5.28,3.27 +32041,0.32,Ideal,E,VVS2,61.3,54.0,779.0,4.42,4.45,2.72 +6487,0.9,Ideal,G,SI1,62.4,57.0,4059.0,6.15,6.19,3.85 +46336,0.58,Ideal,I,VVS1,63.0,57.0,1758.0,5.34,5.29,3.35 +42109,0.65,Ideal,J,SI1,61.4,55.0,1276.0,5.58,5.62,3.44 +5775,1.01,Premium,I,SI2,62.1,59.0,3899.0,6.39,6.42,3.98 +18602,1.54,Very Good,I,SI2,59.4,61.0,7589.0,7.49,7.56,4.47 +10312,1.1,Ideal,H,SI1,62.5,57.0,4764.0,6.6,6.56,4.11 +45919,0.53,Ideal,G,VS1,62.1,57.0,1721.0,5.16,5.18,3.21 +18572,1.01,Very Good,D,VS1,63.1,58.0,7575.0,6.34,6.3,3.99 +18239,1.06,Premium,E,VS2,61.3,58.0,7408.0,6.56,6.52,4.01 +42925,0.57,Good,G,SI1,63.3,55.0,1364.0,5.29,5.32,3.36 +3594,0.76,Ideal,H,VVS1,61.8,57.0,3423.0,5.82,5.86,3.61 +17674,1.27,Very Good,H,SI1,62.3,58.0,7125.0,6.87,6.94,4.3 +11982,1.06,Premium,F,SI1,61.0,58.0,5142.0,6.6,6.65,4.04 +4201,1.01,Premium,J,SI2,61.7,58.0,3563.0,6.44,6.4,3.96 +27693,0.41,Ideal,J,VS1,62.4,55.0,648.0,4.75,4.77,2.97 +36319,0.32,Premium,G,VVS2,60.8,59.0,936.0,4.44,4.41,2.69 +13165,1.24,Ideal,E,SI2,59.2,55.0,5444.0,7.05,7.03,4.17 +45819,0.66,Ideal,I,SI1,61.2,57.0,1712.0,5.6,5.64,3.44 +6011,0.75,Ideal,D,VS1,62.4,56.0,3961.0,5.79,5.84,3.63 +34567,0.38,Good,D,VS2,63.4,55.0,871.0,4.63,4.67,2.95 +26319,1.51,Ideal,D,VS2,62.1,58.0,15821.0,7.32,7.34,4.55 +13136,1.26,Premium,H,SI2,60.9,57.0,5434.0,7.03,6.96,4.26 +45642,0.25,Ideal,G,VVS2,62.0,54.0,525.0,4.05,4.08,2.52 +33404,0.28,Premium,E,VVS2,60.1,59.0,828.0,4.26,4.22,2.55 +39736,0.38,Ideal,D,VS1,62.4,54.1,1092.0,4.62,4.67,2.9 +14867,1.01,Very Good,F,VS2,59.9,61.0,5988.0,6.46,6.5,3.88 +50102,0.71,Very Good,H,SI1,63.5,57.0,2207.0,5.67,5.63,3.59 +1288,0.7,Very Good,E,VS1,61.3,60.0,2952.0,5.68,5.7,3.49 +38066,0.3,Premium,E,VVS2,61.9,59.0,1013.0,4.32,4.27,2.66 +7919,0.9,Good,E,VS2,64.2,59.0,4315.0,6.02,6.1,3.89 +45874,0.51,Premium,D,VS2,60.9,58.0,1716.0,5.18,5.14,3.14 +29165,0.33,Fair,F,VVS2,65.7,54.0,693.0,4.37,4.3,2.85 +20510,1.25,Premium,F,VS2,61.5,60.0,8840.0,6.93,6.89,4.25 +39891,0.42,Ideal,F,VS1,61.3,57.0,1103.0,4.85,4.8,2.96 +2872,0.9,Premium,I,SI1,59.6,60.0,3276.0,6.37,6.24,3.76 +6190,0.85,Very Good,E,VS2,63.6,56.0,3997.0,5.97,6.01,3.81 +43494,0.54,Premium,G,VS2,62.7,58.0,1422.0,5.21,5.25,3.28 +2731,0.9,Good,G,SI2,64.1,63.0,3246.0,6.02,5.99,3.85 +51030,0.71,Ideal,E,SI1,62.0,56.0,2329.0,5.77,5.72,3.56 +36105,0.42,Premium,F,SI1,60.6,61.0,926.0,4.87,4.83,2.94 +4316,0.78,Ideal,D,VS2,61.7,57.0,3595.0,5.87,5.93,3.64 +41198,0.5,Ideal,F,SI2,60.9,57.0,1203.0,5.16,5.13,3.13 +50255,0.7,Premium,I,VS1,61.7,61.0,2234.0,5.69,5.63,3.49 +27920,0.32,Ideal,E,VS1,59.5,57.0,657.0,4.45,4.49,2.66 +34684,0.4,Ideal,G,SI1,60.9,55.0,873.0,4.8,4.78,2.92 +915,0.7,Premium,F,VS1,60.4,60.0,2879.0,5.73,5.7,3.45 +34123,0.31,Ideal,G,IF,61.6,54.0,853.0,4.36,4.4,2.7 +44036,0.42,Very Good,D,VVS1,62.8,56.0,1547.0,4.76,4.8,3.0 +50537,0.48,Very Good,E,VVS1,60.6,56.0,2275.0,5.13,5.06,3.09 +27186,2.44,Very Good,J,SI1,62.9,53.0,17472.0,8.58,8.62,5.41 +45863,0.7,Premium,I,SI2,63.0,56.0,1715.0,5.71,5.63,3.57 +12044,0.34,Ideal,G,VS2,62.1,55.0,596.0,4.46,4.49,2.78 +18138,1.4,Very Good,F,SI2,59.9,60.0,7345.0,7.29,7.38,4.44 +790,0.82,Premium,E,SI2,61.7,59.0,2861.0,6.01,5.98,3.7 +39323,0.51,Good,J,SI1,63.9,55.0,1071.0,5.01,4.97,3.19 +33868,0.3,Ideal,E,VS2,61.8,56.0,844.0,4.33,4.31,2.67 +2500,0.73,Ideal,E,VS2,62.2,59.0,3198.0,5.74,5.77,3.58 +30940,0.24,Very Good,H,VVS1,61.3,56.0,449.0,4.01,4.04,2.46 +10604,1.17,Very Good,I,SI1,62.6,58.0,4826.0,6.64,6.71,4.18 +24382,0.32,Premium,F,SI1,60.7,62.0,638.0,4.43,4.4,2.68 +29980,0.39,Very Good,F,VS2,62.1,59.0,716.0,4.69,4.71,2.92 +51155,0.63,Premium,E,VS2,62.4,59.0,2344.0,5.5,5.46,3.42 +22205,1.09,Ideal,F,VVS2,62.1,56.0,10246.0,6.55,6.59,4.08 +6670,1.06,Premium,I,SI2,60.9,58.0,4096.0,6.6,6.56,4.01 +34553,0.41,Ideal,G,VS1,61.2,57.0,870.0,4.77,4.8,2.93 +23126,1.77,Ideal,J,VS1,62.2,56.0,11150.0,7.77,7.73,4.82 +48901,0.59,Premium,G,VVS2,62.8,54.0,2040.0,5.41,5.34,3.38 +49074,0.7,Good,F,SI1,64.3,63.0,2059.0,5.58,5.55,3.58 +14011,1.01,Premium,G,VS2,61.2,57.0,5701.0,6.46,6.41,3.94 +20263,1.01,Premium,F,VVS2,61.8,55.0,8688.0,6.45,6.36,3.96 +8387,0.35,Good,F,SI1,63.1,56.0,583.0,4.46,4.51,2.83 +24781,1.71,Very Good,F,SI1,63.3,53.0,13152.0,7.54,7.59,4.79 +28356,0.34,Ideal,H,VVS2,61.2,56.0,667.0,4.51,4.54,2.77 +7852,0.9,Premium,D,SI1,62.7,56.0,4304.0,6.16,6.12,3.85 +30628,0.26,Ideal,H,VS1,62.6,56.0,448.0,4.07,4.09,2.55 +4083,0.78,Ideal,F,VS2,61.5,56.0,3531.0,5.94,5.9,3.64 +7309,0.7,Ideal,E,VVS2,61.6,56.0,4205.0,5.72,5.75,3.53 +1847,0.7,Good,E,VS1,59.4,61.0,3063.0,5.79,5.83,3.45 +14453,1.2,Very Good,H,VS2,63.2,55.0,5833.0,6.74,6.67,4.24 +13474,1.52,Fair,G,SI2,64.9,59.0,5533.0,7.19,7.15,4.65 +49216,0.54,Ideal,G,VVS1,62.2,56.0,2080.0,5.19,5.22,3.24 +32794,0.31,Ideal,D,VS2,61.6,55.0,804.0,4.4,4.37,2.7 +7314,1.0,Very Good,G,SI2,62.8,57.0,4207.0,6.31,6.37,3.98 +48100,0.62,Ideal,D,SI1,61.6,55.0,1934.0,5.49,5.51,3.39 +9951,0.92,Ideal,D,SI1,61.8,55.0,4696.0,6.25,6.28,3.87 +46766,0.53,Ideal,E,VS2,61.8,56.0,1801.0,5.21,5.17,3.21 +8219,1.01,Premium,E,SI2,61.0,56.0,4371.0,6.42,6.36,3.9 +39727,0.4,Ideal,E,VS2,62.2,55.0,1090.0,4.71,4.77,2.95 +51532,0.71,Premium,G,SI1,61.3,57.0,2386.0,5.74,5.72,3.51 +44701,0.5,Good,F,VS1,61.4,61.0,1613.0,5.03,5.04,3.09 +9439,0.9,Very Good,H,VVS2,63.7,57.0,4592.0,6.09,6.02,3.86 +49325,0.51,Ideal,F,VVS2,62.4,57.0,2093.0,5.08,5.12,3.18 +44993,0.31,Ideal,I,SI1,63.0,57.0,523.0,4.34,4.32,2.73 +32622,0.3,Ideal,I,VS1,62.0,57.0,457.0,4.26,4.29,2.65 +21846,2.04,Premium,G,I1,62.4,58.0,9905.0,8.17,8.08,5.07 +51481,0.78,Good,E,SI2,64.0,57.0,2379.0,5.84,5.81,3.73 +46983,0.55,Ideal,G,VS1,61.0,56.0,1815.0,5.34,5.32,3.25 +6520,0.91,Very Good,H,VS1,61.7,56.0,4066.0,6.22,6.25,3.85 +5255,1.01,Very Good,I,SI2,59.2,59.0,3792.0,6.52,6.62,3.89 +19580,1.51,Good,I,VS1,65.8,57.0,8210.0,7.09,7.17,4.69 +53246,0.7,Premium,H,VVS2,61.0,62.0,2644.0,5.72,5.66,3.47 +41048,0.51,Ideal,G,SI2,62.0,56.0,1188.0,5.13,5.16,3.19 +40934,0.3,Ideal,E,SI1,62.2,55.0,499.0,4.29,4.33,2.68 +13798,1.0,Ideal,G,SI1,61.0,57.0,5622.0,6.47,6.44,3.94 +20024,0.32,Very Good,G,SI2,62.3,58.0,421.0,4.37,4.42,2.74 +33003,0.3,Ideal,E,VVS1,61.0,56.0,813.0,4.34,4.38,2.66 +10267,1.01,Fair,D,SI1,64.6,60.0,4751.0,6.12,6.08,3.94 +27354,2.41,Good,I,SI2,57.7,61.0,17923.0,8.87,8.83,5.11 +21779,1.21,Premium,F,VS1,61.1,57.0,9846.0,6.93,6.89,4.22 +37417,0.38,Premium,G,VS2,60.8,61.0,983.0,4.66,4.65,2.83 +19496,1.14,Very Good,F,VS2,59.0,60.0,8131.0,6.84,6.81,4.03 +27515,3.01,Premium,I,SI2,60.2,59.0,18242.0,9.36,9.31,5.62 +6024,1.0,Good,D,SI2,64.3,60.0,3965.0,6.22,6.19,3.99 +28013,0.3,Premium,E,VS2,61.9,59.0,658.0,4.29,4.33,2.67 +41717,0.47,Good,F,VS1,59.0,60.2,1243.0,5.04,5.09,2.99 +45433,0.57,Ideal,E,SI1,60.8,55.0,1670.0,5.39,5.41,3.28 +30900,0.41,Ideal,D,SI1,60.5,57.0,744.0,4.81,4.85,2.92 +15954,1.24,Premium,I,VVS2,62.7,58.0,6383.0,6.85,6.89,4.31 +14066,0.3,Ideal,H,VVS2,61.2,57.0,605.0,4.31,4.32,2.64 +9068,1.02,Very Good,H,SI1,58.4,62.0,4518.0,6.55,6.61,3.84 +40559,0.41,Very Good,G,VVS1,60.0,59.0,1151.0,4.83,4.84,2.9 +16297,1.32,Premium,H,VVS2,61.3,58.0,6520.0,7.05,7.01,4.31 +4313,0.9,Very Good,H,SI1,62.3,58.0,3595.0,6.16,6.19,3.85 +4336,1.02,Ideal,F,I1,61.0,56.0,3599.0,6.53,6.51,3.98 +11981,1.01,Ideal,G,SI1,61.8,55.0,5141.0,6.46,6.43,3.98 +36028,0.53,Good,I,SI1,65.5,59.0,923.0,5.01,5.06,3.3 +14244,1.05,Very Good,E,SI1,60.7,56.0,5770.0,6.54,6.6,3.99 +40243,0.37,Ideal,E,VS1,61.2,56.0,1124.0,4.67,4.64,2.85 +48647,0.23,Good,G,VVS2,63.8,56.0,537.0,3.94,3.9,2.5 +34957,0.32,Ideal,H,SI1,61.0,56.6,471.0,4.4,4.43,2.7 +7984,0.92,Ideal,H,SI1,60.5,57.0,4325.0,6.27,6.32,3.81 +52802,0.6,Ideal,G,IF,62.0,55.0,2570.0,5.39,5.44,3.36 +30144,0.32,Very Good,G,VS2,63.1,57.0,720.0,4.35,4.3,2.73 +35747,0.3,Premium,D,VS2,62.2,58.0,911.0,4.3,4.25,2.66 +32691,0.31,Very Good,G,VS1,63.1,59.0,802.0,4.29,4.27,2.7 +23164,1.53,Very Good,H,VS2,62.2,58.0,11178.0,7.3,7.34,4.55 +36436,0.31,Premium,D,VS2,60.7,59.0,942.0,4.38,4.35,2.65 +4361,1.01,Premium,D,SI2,58.0,60.0,3604.0,6.58,6.53,3.8 +22585,1.25,Ideal,G,VVS2,62.5,54.0,10636.0,6.88,6.93,4.31 +9734,1.08,Good,E,SI2,63.7,57.0,4656.0,6.49,6.54,4.15 +24438,2.12,Premium,H,SI2,62.3,58.0,12693.0,8.25,8.16,5.12 +11738,1.09,Very Good,I,VS2,62.6,57.0,5072.0,6.55,6.62,4.12 +26016,0.38,Very Good,H,VS2,61.5,55.0,645.0,4.66,4.67,2.86 +11143,1.15,Very Good,D,SI2,63.5,58.0,4939.0,6.73,6.69,4.26 +36218,0.36,Ideal,F,VS2,60.9,57.0,932.0,4.61,4.58,2.8 +50349,0.9,Very Good,E,I1,62.4,63.0,2245.0,6.13,6.01,3.79 +18308,1.51,Premium,F,SI2,61.8,59.0,7441.0,7.36,7.3,4.53 +15108,1.03,Premium,E,VS2,62.5,59.0,6072.0,6.42,6.44,4.02 +17188,1.02,Very Good,D,SI1,60.3,56.0,6863.0,6.55,6.57,3.96 +35896,0.32,Ideal,G,IF,61.7,54.0,918.0,4.42,4.46,2.74 +33546,0.45,Good,E,SI1,63.9,57.0,829.0,4.81,4.86,3.09 +31050,0.4,Ideal,I,VVS2,62.6,54.0,751.0,4.69,4.73,2.95 +7453,0.9,Premium,H,VS1,62.7,60.0,4234.0,6.12,6.07,3.82 +53643,0.7,Ideal,E,SI1,62.4,55.0,2703.0,5.66,5.69,3.54 +49082,0.71,Very Good,J,VS1,62.4,58.0,2061.0,5.67,5.7,3.55 +11483,1.26,Premium,J,VS2,62.5,58.0,5015.0,6.9,6.92,4.32 +48331,0.7,Very Good,J,SI2,63.2,60.0,1959.0,5.58,5.62,3.54 +16590,1.36,Premium,J,VS2,61.9,59.0,6626.0,7.09,7.06,4.38 +18145,1.24,Premium,D,SI1,62.4,59.0,7351.0,6.82,6.86,4.27 +17103,1.0,Very Good,F,VS2,63.4,58.0,6818.0,6.3,6.39,4.02 +18814,1.24,Ideal,E,SI1,63.5,55.0,7701.0,6.86,6.82,4.35 +19239,1.01,Very Good,G,IF,63.0,60.0,7974.0,6.31,6.35,3.99 +35344,0.42,Very Good,H,SI1,63.2,58.0,898.0,4.79,4.77,3.02 +26192,1.75,Very Good,D,SI1,61.4,60.0,15544.0,7.76,7.8,4.78 +21154,1.5,Very Good,J,VVS2,62.2,57.0,9306.0,7.25,7.31,4.53 +28856,0.41,Premium,E,SI2,62.1,58.0,683.0,4.73,4.77,2.95 +33099,0.4,Ideal,H,VS1,61.1,57.0,815.0,4.74,4.78,2.91 +23969,1.51,Ideal,G,VS2,60.8,54.0,12100.0,7.45,7.43,4.52 +19719,1.5,Very Good,I,SI1,63.1,59.0,8291.0,7.16,7.23,4.54 +21635,1.02,Very Good,F,VVS2,63.7,59.0,9728.0,6.34,6.38,4.05 +4575,0.76,Ideal,E,VS1,60.5,56.0,3649.0,5.94,5.99,3.61 +5618,1.01,Premium,I,SI2,61.1,58.0,3874.0,6.5,6.46,3.96 +18932,1.02,Very Good,E,VS1,60.1,59.0,7779.0,6.48,6.53,3.91 +48191,0.53,Ideal,G,VVS2,60.4,59.0,1946.0,5.26,5.3,3.19 +39924,0.42,Premium,E,VS1,62.2,59.0,1105.0,4.76,4.79,2.97 +23436,1.55,Premium,H,VS2,61.7,59.0,11428.0,7.44,7.4,4.58 +47489,0.72,Ideal,J,SI1,61.9,54.0,1864.0,5.76,5.8,3.58 +12363,0.26,Very Good,E,VVS2,62.6,58.0,597.0,4.07,4.11,2.56 +24854,1.7,Premium,G,SI1,61.7,58.0,13256.0,7.69,7.6,4.72 +40357,0.43,Premium,F,VS1,59.9,58.0,1129.0,4.93,4.89,2.94 +29587,0.32,Ideal,D,VS1,60.4,56.0,706.0,4.44,4.46,2.69 +46509,0.51,Ideal,D,VS1,62.5,57.0,1779.0,5.08,5.13,3.19 +16348,1.08,Ideal,D,SI1,62.7,57.0,6539.0,6.52,6.56,4.1 +35297,0.3,Premium,H,VS2,61.8,60.0,473.0,4.26,4.31,2.65 +49637,0.32,Premium,G,SI2,61.0,59.0,540.0,4.42,4.36,2.68 +15336,1.02,Ideal,D,SI1,62.8,56.0,6158.0,6.44,6.39,4.03 +2993,0.9,Very Good,G,SI2,62.1,58.0,3303.0,6.08,6.13,3.79 +15885,1.0,Premium,F,VS2,62.6,60.0,6352.0,6.29,6.37,3.96 +30783,0.39,Very Good,G,VS1,61.7,62.0,741.0,4.65,4.69,2.88 +5443,1.14,Premium,H,SI2,62.2,61.0,3830.0,6.72,6.64,4.16 +43532,0.6,Premium,E,SI2,62.0,59.0,1426.0,5.41,5.37,3.34 +42017,0.54,Ideal,E,SI2,60.4,57.0,1266.0,5.27,5.3,3.19 +29890,0.3,Very Good,D,VS2,62.0,58.0,710.0,4.29,4.32,2.67 +21148,1.51,Ideal,F,SI2,62.6,55.0,9301.0,7.35,7.39,4.61 +52617,0.71,Good,D,SI1,64.1,56.0,2547.0,5.63,5.6,3.6 +51084,0.77,Very Good,F,SI2,59.7,57.0,2334.0,5.97,6.05,3.59 +38977,0.4,Ideal,E,VS1,61.7,55.0,1053.0,4.73,4.76,2.93 +7228,0.8,Premium,G,IF,62.6,58.0,4193.0,5.93,5.89,3.7 +38467,0.32,Ideal,D,VVS2,61.2,56.0,1030.0,4.43,4.39,2.7 +19651,1.31,Ideal,H,VS2,61.8,57.0,8261.0,7.02,7.06,4.35 +26001,1.54,Very Good,G,VVS2,61.1,55.0,15225.0,7.5,7.53,4.59 +24026,1.5,Premium,G,VS2,62.5,59.0,12196.0,7.28,7.32,4.56 +20309,1.04,Premium,F,VVS2,59.2,58.0,8722.0,6.68,6.66,3.95 +51735,0.58,Premium,D,VS1,59.2,60.0,2401.0,5.46,5.41,3.22 +22417,1.16,Ideal,F,VVS2,61.8,56.7,10439.0,6.7,6.78,4.16 +34721,0.39,Very Good,G,VVS2,62.1,55.0,875.0,4.67,4.7,2.91 +12689,1.04,Premium,H,SI1,60.7,62.0,5311.0,6.57,6.51,3.97 +52556,0.7,Very Good,G,VS1,63.2,56.0,2535.0,5.61,5.56,3.53 +43389,0.5,Ideal,E,SI1,62.2,57.0,1410.0,5.06,5.1,3.16 +23923,2.01,Premium,J,SI1,60.9,58.0,12048.0,8.15,8.07,4.94 +34707,0.38,Ideal,I,VS1,61.5,56.0,874.0,4.67,4.71,2.88 +25365,0.28,Very Good,E,VVS1,59.6,59.0,642.0,4.3,4.33,2.57 +22618,1.62,Premium,I,VS2,60.1,59.0,10669.0,7.63,7.6,4.58 +22445,1.7,Premium,G,SI2,61.9,58.0,10472.0,7.61,7.57,4.7 +40434,0.5,Fair,H,VS1,66.3,55.0,1136.0,4.86,4.91,3.24 +44745,0.56,Ideal,F,VS2,60.8,57.0,1619.0,5.35,5.42,3.28 +5825,1.0,Premium,H,SI1,62.9,60.0,3915.0,6.36,6.32,3.99 +49665,0.62,Ideal,G,VS1,61.8,57.0,2141.0,5.47,5.5,3.39 +34865,0.3,Premium,G,VVS2,62.6,58.0,878.0,4.28,4.25,2.67 +29,0.23,Very Good,D,VS2,60.5,61.0,357.0,3.96,3.97,2.4 +50749,0.74,Very Good,F,SI2,59.6,60.0,2298.0,5.85,6.0,3.53 +18450,1.52,Very Good,J,VS2,63.5,58.0,7504.0,7.28,7.24,4.61 +17922,1.09,Ideal,F,VS2,61.2,56.0,7238.0,6.68,6.65,4.08 +16569,1.01,Good,G,VS1,63.7,57.0,6618.0,6.37,6.32,4.04 +35058,0.38,Ideal,D,SI1,61.8,55.0,884.0,4.67,4.69,2.89 +29535,0.3,Very Good,F,VS1,60.9,63.0,704.0,4.26,4.31,2.61 +7968,1.16,Very Good,J,VS2,63.7,56.0,4323.0,6.63,6.68,4.24 +34753,0.41,Ideal,H,SI1,62.6,55.0,876.0,4.79,4.77,2.99 +9326,0.9,Premium,G,VS1,62.7,58.0,4579.0,6.15,6.06,3.83 +23181,1.6,Premium,G,SI1,62.4,61.0,11189.0,7.43,7.4,4.63 +39029,0.52,Good,H,SI1,57.6,61.0,1056.0,5.34,5.32,3.07 +14477,1.09,Very Good,H,VS1,60.2,61.0,5845.0,6.66,6.7,4.02 +18323,1.0,Very Good,E,VS1,63.0,56.0,7453.0,6.39,6.41,4.03 +19630,1.0,Very Good,G,VVS1,62.3,55.0,8246.0,6.34,6.44,3.98 +21512,1.2,Very Good,G,VVS1,62.8,56.0,9609.0,6.73,6.75,4.23 +30911,0.34,Ideal,E,VS2,62.5,55.0,745.0,4.46,4.5,2.8 +50953,0.74,Good,G,VS2,64.2,53.0,2322.0,5.72,5.69,3.66 +45135,0.56,Premium,H,VS1,59.8,62.0,1653.0,5.36,5.31,3.19 +29249,0.39,Ideal,F,SI1,61.8,57.0,697.0,4.68,4.73,2.91 +12884,1.22,Premium,I,SI1,62.1,59.0,5368.0,6.8,6.86,4.24 +40499,0.53,Ideal,F,SI2,61.7,56.0,1142.0,5.23,5.24,3.23 +53505,0.71,Fair,G,VS1,65.5,55.0,2686.0,5.62,5.53,3.65 +43442,0.5,Ideal,E,SI1,61.6,57.0,1415.0,5.13,5.09,3.15 +24172,1.33,Premium,E,VS1,60.5,58.0,12342.0,7.15,7.1,4.31 +20249,1.23,Ideal,F,VS1,61.3,57.0,8679.0,6.93,6.86,4.23 +18674,1.41,Very Good,J,VS1,59.4,59.0,7636.0,7.34,7.38,4.37 +8666,1.3,Premium,G,SI2,63.0,59.0,4455.0,6.97,6.9,4.37 +48547,0.61,Very Good,F,VS2,61.8,56.0,1989.0,5.42,5.46,3.36 +44269,0.52,Premium,E,VS2,62.5,60.0,1576.0,5.1,5.14,3.2 +16289,1.01,Premium,E,VS2,58.1,60.0,6516.0,6.58,6.51,3.8 +12069,1.08,Very Good,H,VS2,62.2,57.0,5155.0,6.5,6.55,4.06 +41346,0.54,Ideal,I,VS1,61.6,54.0,1216.0,5.26,5.3,3.25 +17987,1.06,Ideal,E,VS2,61.9,55.0,7275.0,6.54,6.58,4.06 +49654,0.82,Good,J,SI1,57.5,62.0,2140.0,6.25,6.2,3.58 +45894,0.52,Premium,F,VS2,62.1,59.0,1720.0,5.15,5.12,3.19 +25924,1.53,Very Good,F,VS1,60.3,58.0,15079.0,7.48,7.51,4.52 +33750,0.31,Ideal,F,VVS1,62.0,54.0,840.0,4.37,4.41,2.72 +36293,0.32,Very Good,G,SI1,62.0,55.0,477.0,4.41,4.43,2.74 +11575,1.02,Very Good,F,SI1,63.3,58.0,5038.0,6.39,6.35,4.03 +38346,0.32,Ideal,G,IF,61.2,57.0,1020.0,4.43,4.4,2.7 +49104,0.55,Ideal,G,VVS2,61.2,55.8,2064.0,5.27,5.33,3.24 +52732,0.88,Good,I,SI1,60.2,64.0,2558.0,6.18,6.22,3.73 +3455,0.74,Very Good,G,VS1,60.9,59.0,3389.0,5.9,5.86,3.58 +36862,0.42,Premium,E,VS2,60.9,59.0,958.0,4.81,4.85,2.94 +45914,0.53,Premium,G,VS1,62.4,58.0,1721.0,5.16,5.2,3.23 +37580,0.32,Premium,D,VVS2,61.5,60.0,990.0,4.41,4.37,2.7 +290,0.71,Premium,D,SI1,61.3,58.0,2797.0,5.73,5.75,3.52 +19293,1.02,Ideal,E,VS1,62.2,54.0,8011.0,6.44,6.46,4.01 +36341,0.32,Ideal,G,VVS2,62.2,57.0,936.0,4.38,4.36,2.72 +7163,0.97,Good,F,SI2,59.1,62.0,4182.0,6.49,6.54,3.85 +19289,1.51,Fair,H,SI1,66.5,56.0,8010.0,7.03,6.99,4.66 +38773,0.31,Ideal,E,VVS2,61.6,55.0,1046.0,4.38,4.35,2.69 +4278,0.9,Good,E,SI2,63.6,59.0,3584.0,6.05,6.09,3.86 +41444,0.36,Premium,E,IF,59.4,61.0,1229.0,4.69,4.61,2.76 +3544,0.73,Ideal,D,VS2,62.7,53.0,3412.0,5.76,5.79,3.62 +28167,0.32,Ideal,G,VS1,62.0,55.0,665.0,4.43,4.44,2.75 +52810,0.71,Good,I,VVS1,63.8,56.0,2572.0,5.7,5.65,3.62 +31659,0.38,Ideal,I,VVS2,62.0,54.5,768.0,4.66,4.69,2.9 +30397,0.32,Premium,G,VVS2,61.6,60.0,730.0,4.37,4.4,2.7 +8734,0.9,Ideal,G,VS1,61.6,55.0,4460.0,6.27,6.23,3.85 +11652,1.01,Very Good,H,VS1,59.6,58.0,5055.0,6.46,6.5,3.86 +42232,0.43,Very Good,E,VVS2,59.3,59.0,1291.0,4.95,4.97,2.94 +21467,1.55,Ideal,D,SI1,61.7,57.0,9565.0,7.47,7.43,4.59 +24758,1.13,Very Good,D,VVS2,61.5,58.0,13111.0,6.64,6.67,4.09 +24950,1.86,Premium,G,SI2,62.8,58.0,13420.0,7.83,7.75,4.89 +5498,0.9,Very Good,I,VS1,62.6,58.0,3844.0,6.09,6.15,3.83 +49639,0.32,Very Good,G,SI2,63.4,55.0,540.0,4.35,4.32,2.75 +15463,1.18,Ideal,I,VS2,62.3,55.6,6191.0,6.73,6.76,4.21 +51928,0.93,Good,J,SI1,63.7,54.0,2438.0,6.15,6.09,3.9 +614,0.73,Ideal,G,VS2,61.8,54.0,2839.0,5.8,5.82,3.59 +23826,1.54,Premium,F,SI1,60.9,59.0,11897.0,7.56,7.46,4.57 +12013,1.09,Premium,H,SI1,60.5,60.0,5149.0,6.72,6.67,4.05 +44928,0.51,Ideal,G,VS1,59.0,59.0,1632.0,5.25,5.28,3.11 +53234,0.77,Good,D,SI2,63.8,58.0,2642.0,5.78,5.81,3.7 +50410,0.77,Ideal,J,SI1,62.0,57.0,2257.0,5.84,5.87,3.63 +5886,0.76,Ideal,G,VVS2,62.0,56.0,3927.0,5.86,5.88,3.64 +343,0.71,Very Good,E,VS2,63.8,58.0,2804.0,5.62,5.66,3.6 +22250,1.23,Ideal,G,VVS2,61.0,57.0,10304.0,6.93,6.9,4.22 +49444,0.7,Ideal,H,SI2,61.6,54.0,2110.0,5.71,5.75,3.53 +15131,1.01,Very Good,F,VS2,62.5,56.0,6083.0,6.4,6.44,4.01 +41447,0.53,Ideal,E,SI2,60.8,57.0,1229.0,5.23,5.26,3.19 +9416,1.01,Very Good,D,SI2,58.3,59.0,4588.0,6.63,6.67,3.88 +12320,1.06,Ideal,E,SI2,62.2,55.0,5223.0,6.51,6.54,4.06 +31647,0.39,Ideal,J,SI2,62.6,54.0,451.0,4.64,4.69,2.92 +5458,0.63,Ideal,D,IF,61.2,53.0,3832.0,5.55,5.6,3.41 +31394,0.32,Premium,H,IF,61.8,58.0,763.0,4.35,4.39,2.7 +17742,1.21,Premium,H,VS2,61.0,58.0,7142.0,6.9,6.83,4.19 +7267,1.25,Very Good,H,SI2,63.2,60.0,4199.0,6.87,6.81,4.32 +7716,0.32,Ideal,G,VS2,61.5,55.0,580.0,4.39,4.43,2.71 +36003,0.41,Ideal,D,VS1,61.6,55.0,921.0,4.79,4.82,2.96 +47376,0.57,Ideal,D,SI1,62.4,56.0,1847.0,5.32,5.29,3.31 +18047,0.35,Ideal,H,VS1,62.0,56.0,614.0,4.54,4.56,2.82 +51225,0.7,Premium,G,SI1,62.0,61.0,2352.0,5.71,5.68,3.53 +47410,0.62,Good,G,VS2,61.0,62.0,1850.0,5.41,5.5,3.33 +836,0.82,Ideal,F,SI2,61.7,53.0,2867.0,6.12,6.0,3.74 +37625,0.44,Premium,G,SI1,61.9,59.0,990.0,4.87,4.82,3.0 +34271,0.32,Ideal,I,VS2,62.0,53.0,466.0,4.42,4.45,2.75 +16362,0.33,Premium,D,SI1,60.1,59.0,608.0,4.46,4.49,2.69 +15028,1.35,Ideal,J,VS1,62.3,54.0,6048.0,7.17,7.06,4.43 +15151,1.11,Ideal,I,SI1,61.7,57.0,6090.0,6.61,6.64,4.09 +47746,0.54,Ideal,D,VS2,61.8,56.0,1892.0,5.21,5.24,3.23 +47892,0.54,Premium,D,VS2,61.6,55.0,1913.0,5.28,5.24,3.24 +42659,0.5,Good,D,SI1,63.8,60.0,1333.0,5.0,5.03,3.2 +14,0.31,Ideal,J,SI2,62.2,54.0,344.0,4.35,4.37,2.71 +46630,0.3,Very Good,E,SI1,60.6,56.0,526.0,4.35,4.37,2.64 +7141,1.03,Good,D,SI2,57.6,58.0,4177.0,6.6,6.67,3.82 +51001,0.73,Very Good,F,SI1,61.6,62.0,2326.0,5.71,5.76,3.53 +49044,0.7,Ideal,G,SI2,62.9,56.0,2056.0,5.69,5.66,3.57 +22510,1.55,Very Good,H,VS2,63.3,56.0,10546.0,7.38,7.32,4.65 +46376,0.58,Ideal,E,VS2,62.1,55.0,1761.0,5.35,5.34,3.32 +34185,0.33,Premium,G,VS1,62.0,59.0,854.0,4.42,4.36,2.72 +44912,0.53,Very Good,F,VS2,61.9,58.0,1631.0,5.17,5.2,3.21 +17716,0.37,Ideal,E,SI1,61.0,56.0,613.0,4.66,4.68,2.85 +633,0.82,Very Good,F,SI2,59.7,57.0,2841.0,6.12,6.14,3.66 +17178,1.27,Ideal,H,SI1,60.1,58.0,6858.0,7.02,7.05,4.23 +24614,1.81,Premium,I,VS2,62.7,58.0,12939.0,7.77,7.68,4.84 +36427,0.31,Ideal,D,VS2,61.2,55.0,942.0,4.39,4.37,2.68 +27976,0.3,Very Good,E,VS2,62.4,56.0,658.0,4.25,4.28,2.66 +6999,1.0,Premium,F,SI2,62.9,59.0,4155.0,6.39,6.3,3.99 +38224,0.4,Very Good,E,VVS2,60.3,59.0,1017.0,4.74,4.78,2.87 +42444,0.55,Premium,I,VS2,61.7,55.0,1314.0,5.35,5.29,3.28 +47192,0.51,Premium,E,VS1,62.3,56.0,1837.0,5.14,5.13,3.2 +27845,0.31,Premium,E,SI1,63.0,58.0,651.0,4.31,4.29,2.71 +9700,0.4,Good,J,VS1,63.5,56.0,589.0,4.69,4.7,2.98 +29647,0.35,Premium,F,VS2,61.4,59.0,706.0,4.53,4.56,2.79 +12315,1.0,Ideal,F,SI1,62.7,57.0,5221.0,6.44,6.38,4.02 +17070,0.32,Very Good,D,SI2,63.4,56.0,612.0,4.38,4.36,2.77 +26573,2.03,Fair,F,SI1,65.4,58.0,16280.0,7.9,7.84,5.15 +18502,1.3,Premium,H,VS2,62.4,58.0,7536.0,6.92,6.95,4.33 +14945,1.2,Very Good,H,SI1,61.0,58.0,6019.0,6.84,6.92,4.2 +50049,0.9,Very Good,E,I1,62.4,63.0,2200.0,6.13,6.01,3.79 +48768,0.55,Ideal,D,SI1,60.9,56.0,2018.0,5.31,5.34,3.24 +12505,0.91,Premium,G,VVS2,61.8,58.0,5259.0,6.16,6.24,3.83 +36426,0.31,Ideal,D,VS2,60.4,56.0,942.0,4.42,4.39,2.66 +9648,1.12,Premium,H,SI2,59.7,60.0,4641.0,6.77,6.72,4.03 +15721,1.04,Ideal,G,VS2,61.8,56.0,6290.0,6.5,6.47,4.01 +4624,1.01,Premium,H,SI2,59.6,60.0,3665.0,6.5,6.55,3.89 +9690,1.0,Very Good,H,VS2,63.3,62.0,4652.0,6.37,6.29,4.01 +20500,1.55,Ideal,I,VS2,62.6,56.0,8831.0,7.35,7.41,4.62 +8128,1.05,Premium,F,SI2,60.4,57.0,4354.0,6.61,6.54,3.97 +19407,2.0,Fair,H,I1,66.8,57.0,8064.0,7.81,7.72,5.19 +7015,0.9,Very Good,F,SI1,63.2,56.0,4158.0,6.16,6.09,3.87 +24137,2.0,Premium,J,SI1,62.2,59.0,12308.0,7.97,7.92,4.94 +21330,1.59,Premium,I,VS2,59.9,60.0,9474.0,7.61,7.57,4.55 +27165,2.05,Fair,I,VS1,67.7,58.0,17408.0,7.74,7.68,5.22 +31541,0.3,Ideal,E,VVS2,61.9,55.0,766.0,4.3,4.33,2.67 +26454,1.5,Ideal,D,VS2,62.6,56.0,15992.0,7.27,7.21,4.53 +16076,1.25,Ideal,I,VS2,62.5,56.0,6419.0,6.87,6.92,4.31 +41043,0.41,Very Good,H,IF,62.9,54.0,1187.0,4.71,4.74,2.97 +6,0.24,Very Good,J,VVS2,62.8,57.0,336.0,3.94,3.96,2.48 +18817,1.61,Very Good,J,VS2,61.7,59.0,7703.0,7.46,7.51,4.62 +30854,0.33,Ideal,G,VS2,61.2,55.0,743.0,4.52,4.46,2.75 +48497,0.56,Ideal,F,VS1,61.7,55.1,1981.0,5.29,5.33,3.27 +32941,0.34,Ideal,I,SI1,61.9,57.0,459.0,4.49,4.52,2.79 +6092,1.0,Very Good,H,SI2,63.1,58.0,3975.0,6.29,6.36,3.99 +43414,0.46,Very Good,G,VVS1,61.7,60.0,1413.0,4.94,4.98,3.06 +13206,1.11,Ideal,H,SI1,62.3,55.0,5456.0,6.7,6.65,4.16 +47498,0.57,Ideal,D,VS2,61.7,57.0,1865.0,5.3,5.33,3.28 +31237,0.42,Very Good,D,SI1,60.2,57.0,756.0,4.85,4.89,2.93 +10133,1.12,Ideal,F,SI2,61.6,57.0,4720.0,6.68,6.66,4.11 +25626,1.0,Ideal,D,VVS1,60.7,56.0,14498.0,6.47,6.54,3.95 +19489,1.2,Very Good,G,VS2,62.2,58.0,8124.0,6.75,6.79,4.21 +3258,0.74,Very Good,E,VS1,63.4,55.0,3357.0,5.78,5.76,3.66 +16619,1.0,Premium,F,VS2,60.5,59.0,6640.0,6.57,6.39,3.92 +36270,0.45,Premium,F,SI2,61.5,61.0,936.0,4.95,4.9,3.03 +25398,1.5,Premium,G,VS1,62.7,58.0,14105.0,7.25,7.3,4.56 +25855,1.53,Very Good,E,VS1,60.7,60.0,14931.0,7.38,7.52,4.52 +43776,0.54,Ideal,E,SI1,60.6,58.0,1440.0,5.27,5.29,3.2 +38472,0.4,Very Good,I,VS2,61.9,55.0,1031.0,4.73,4.77,2.94 +26332,2.0,Very Good,E,SI2,58.1,60.0,15840.0,8.25,8.32,4.81 +7833,1.01,Very Good,E,SI2,63.4,59.0,4299.0,6.32,6.26,3.99 +4505,0.8,Ideal,E,SI1,61.7,56.0,3630.0,5.99,6.04,3.71 +14424,1.19,Ideal,E,SI2,60.2,57.0,5822.0,6.87,6.84,4.13 +34979,0.35,Ideal,I,SI1,61.3,54.0,472.0,4.51,4.56,2.78 +12936,1.13,Ideal,H,SI1,62.3,56.0,5384.0,6.66,6.69,4.16 +53076,0.89,Premium,H,SI2,62.2,59.0,2610.0,6.17,6.15,3.83 +25248,2.02,Very Good,I,SI2,61.1,61.0,13865.0,8.08,8.11,4.95 +27244,2.08,Premium,H,SI1,62.6,59.0,17617.0,8.1,8.13,5.08 +2211,1.02,Ideal,H,SI2,58.8,57.0,3142.0,6.61,6.55,3.87 +52396,0.58,Ideal,F,VVS2,62.0,56.0,2509.0,5.32,5.36,3.31 +26333,1.63,Ideal,G,VS1,61.7,55.0,15840.0,7.6,7.56,4.68 +13746,1.21,Very Good,J,VS1,59.3,57.0,5604.0,6.98,7.04,4.16 +36622,0.24,Very Good,E,VVS2,62.8,58.0,478.0,3.92,3.95,2.47 +53868,0.76,Premium,G,VS2,61.8,58.0,2744.0,5.85,5.89,3.63 +17684,1.02,Premium,G,VS1,61.0,61.0,7129.0,6.58,6.53,4.0 +22704,0.3,Ideal,G,VS2,60.8,57.0,630.0,4.38,4.33,2.65 +48888,0.7,Very Good,I,SI1,62.5,60.0,2039.0,5.64,5.68,3.54 +44532,0.5,Very Good,D,VS2,63.3,58.0,1602.0,5.03,5.05,3.19 +52253,0.71,Ideal,F,SI1,60.8,57.0,2487.0,5.75,5.8,3.51 +19470,1.52,Premium,J,VS1,62.0,59.0,8110.0,7.34,7.36,4.56 +46533,0.51,Ideal,G,VS1,62.0,56.0,1781.0,5.16,5.06,3.17 +44501,0.6,Good,F,SI1,57.1,61.0,1599.0,5.68,5.57,3.21 +30675,0.4,Very Good,F,SI1,62.7,57.0,737.0,4.68,4.7,2.94 +18092,1.23,Very Good,H,SI1,62.5,56.0,7313.0,6.79,6.82,4.25 +8897,1.08,Ideal,G,SI2,62.3,56.0,4489.0,6.53,6.57,4.08 +41004,0.39,Ideal,E,VVS1,60.8,58.0,1183.0,4.72,4.76,2.88 +44759,0.59,Very Good,D,SI1,62.9,58.0,1621.0,5.31,5.34,3.35 +42387,0.61,Ideal,G,SI2,60.5,56.0,1306.0,5.49,5.59,3.35 +28889,0.36,Premium,E,VS2,62.5,58.0,684.0,4.52,4.57,2.84 +47997,0.37,Ideal,H,SI1,59.7,56.0,533.0,4.67,4.71,2.8 +37376,0.4,Premium,D,VS2,60.5,59.0,982.0,4.76,4.8,2.89 +28412,0.35,Premium,G,SI1,60.6,58.0,669.0,4.6,4.58,2.78 +26541,2.09,Very Good,F,SI2,62.5,60.0,16210.0,8.14,8.06,5.06 +45937,0.51,Very Good,F,VS1,63.3,59.0,1722.0,5.09,5.12,3.23 +2473,0.76,Ideal,E,VS2,61.5,56.0,3192.0,5.92,5.89,3.63 +40145,0.51,Premium,H,SI1,61.9,56.0,1116.0,5.13,5.12,3.17 +36253,0.41,Good,E,VS1,63.5,54.0,935.0,4.71,4.74,3.0 +29323,0.31,Premium,H,VS1,61.4,61.0,698.0,4.36,4.33,2.67 +52376,0.71,Very Good,F,SI1,59.0,61.0,2505.0,5.84,5.88,3.46 +18065,1.2,Ideal,H,VS1,62.0,57.0,7294.0,6.69,6.76,4.17 +24277,1.52,Premium,D,SI1,60.2,58.0,12502.0,7.49,7.46,4.5 +20737,1.36,Ideal,G,SI1,60.9,56.0,8977.0,7.15,7.16,4.36 +4379,1.06,Ideal,F,I1,62.1,55.0,3609.0,6.57,6.54,4.07 +6449,1.1,Ideal,H,VS2,62.6,57.0,4048.0,6.61,6.56,4.12 +52237,0.8,Very Good,H,SI1,63.3,58.0,2485.0,5.93,5.89,3.74 +31612,0.23,Fair,G,VVS2,61.4,66.0,369.0,3.87,3.91,2.39 +26085,1.62,Ideal,G,VS2,61.7,54.0,15318.0,7.57,7.58,4.68 +37261,0.32,Premium,J,SI1,61.6,58.0,480.0,4.4,4.36,2.7 +24475,1.51,Ideal,D,SI1,59.5,57.0,12738.0,7.56,7.46,4.47 +7442,0.71,Ideal,E,VVS1,62.3,55.0,4231.0,5.68,5.72,3.55 +37307,0.31,Ideal,F,IF,62.1,56.0,979.0,4.33,4.36,2.7 +31742,0.41,Premium,G,VS2,60.7,59.0,772.0,4.8,4.85,2.93 +8924,1.0,Good,I,SI1,61.0,60.0,4496.0,6.36,6.39,3.89 +49097,0.52,Ideal,G,VVS1,61.6,55.0,2063.0,5.14,5.18,3.18 +42390,0.52,Premium,G,SI1,59.7,60.0,1306.0,5.22,5.2,3.11 +49755,0.53,Ideal,F,VVS2,62.2,56.0,2158.0,5.18,5.2,3.23 +11684,1.01,Fair,H,VS1,61.4,66.0,5062.0,6.34,6.24,3.87 +52581,0.7,Ideal,E,SI1,61.9,55.0,2537.0,5.74,5.77,3.56 +1569,0.91,Very Good,I,SI2,63.4,58.0,3006.0,6.08,6.12,3.87 +18688,1.0,Premium,G,VVS1,61.3,62.0,7644.0,6.37,6.35,3.9 +36157,0.33,Premium,E,VS2,62.0,59.0,928.0,4.41,4.39,2.73 +17998,1.01,Very Good,D,VS2,62.8,57.0,7278.0,6.33,6.4,4.0 +43370,0.58,Ideal,G,SI1,62.0,58.0,1408.0,5.33,5.38,3.32 +2186,1.0,Ideal,H,I1,61.3,57.0,3136.0,6.44,6.41,3.94 +17125,1.04,Ideal,G,VS1,61.5,55.0,6831.0,6.54,6.55,4.02 +41932,0.4,Very Good,D,VVS2,62.2,54.0,1263.0,4.75,4.77,2.96 +45836,0.55,Ideal,E,VS2,60.3,57.0,1715.0,5.3,5.28,3.19 +25046,0.3,Very Good,F,SI1,63.5,57.0,641.0,4.27,4.24,2.7 +46903,0.56,Ideal,D,SI1,62.3,56.0,1814.0,5.33,5.26,3.3 +27660,2.03,Very Good,G,SI1,60.1,60.0,18630.0,8.09,8.18,4.89 +38492,0.42,Ideal,D,VS2,61.2,56.0,1031.0,4.8,4.84,2.95 +1161,0.51,Very Good,E,IF,63.3,58.0,2925.0,5.03,5.08,3.2 +51402,0.77,Premium,H,SI1,60.7,58.0,2369.0,5.95,5.91,3.6 +43285,0.31,Very Good,D,SI1,60.4,60.0,507.0,4.4,4.44,2.67 +20342,1.45,Premium,G,VS1,60.5,60.0,8740.0,7.27,7.16,4.37 +34655,0.31,Premium,E,VS2,61.0,59.0,872.0,4.39,4.33,2.66 +53523,0.76,Premium,E,SI2,61.5,58.0,2688.0,5.86,5.81,3.59 +23560,1.55,Premium,H,VS2,60.7,58.0,11567.0,7.51,7.47,4.55 +22397,1.32,Premium,F,VS2,60.9,59.0,10423.0,7.12,7.06,4.32 +27673,2.67,Good,F,SI2,63.8,58.0,18686.0,8.69,8.64,5.54 +52749,0.7,Good,E,VS2,59.2,64.0,2559.0,5.8,5.75,3.42 +9762,1.11,Premium,H,SI2,61.5,59.0,4662.0,6.67,6.63,4.09 +23007,1.7,Premium,I,VS2,61.7,59.0,11062.0,7.63,7.57,4.69 +42589,0.58,Ideal,G,SI1,61.4,55.0,1330.0,5.38,5.41,3.31 +32243,0.31,Ideal,H,IF,61.3,56.0,789.0,4.37,4.41,2.69 +41088,0.41,Premium,F,VVS2,62.4,58.0,1192.0,4.76,4.7,2.95 +49670,0.7,Good,I,SI1,63.8,57.0,2142.0,5.66,5.63,3.6 +42136,0.57,Good,F,SI2,61.9,57.7,1280.0,5.32,5.34,3.3 +38594,0.43,Good,H,VVS1,61.2,61.0,1037.0,4.84,4.9,2.98 +22275,1.52,Premium,H,SI1,62.5,58.0,10330.0,7.34,7.28,4.57 +18387,0.31,Fair,F,SI1,64.7,56.0,618.0,4.28,4.25,2.76 +23642,1.51,Premium,F,SI1,62.8,59.0,11666.0,7.31,7.28,4.58 +17732,1.01,Good,G,VVS2,63.2,59.0,7137.0,6.27,6.35,3.99 +17368,1.01,Premium,E,VS2,62.2,58.0,6968.0,6.41,6.36,3.97 +411,0.34,Ideal,I,VS1,61.8,55.0,555.0,4.48,4.52,2.78 +13471,1.01,Premium,D,SI1,58.9,58.0,5532.0,6.57,6.54,3.86 +18863,1.31,Premium,H,VS2,59.8,58.0,7732.0,7.19,7.09,4.27 +15971,1.13,Ideal,F,SI1,59.6,57.0,6391.0,6.83,6.79,4.06 +27513,2.02,Good,E,SI2,58.8,61.0,18236.0,8.21,8.25,4.84 +10475,0.92,Ideal,E,SI1,61.0,55.0,4791.0,6.27,6.25,3.82 +43878,0.5,Very Good,E,VS2,62.1,62.0,1451.0,5.08,5.1,3.16 +29375,0.31,Very Good,E,SI1,63.1,55.0,698.0,4.36,4.33,2.74 +18337,1.11,Ideal,E,VS2,62.2,56.0,7459.0,6.66,6.59,4.12 +34394,0.34,Ideal,G,VVS1,61.9,54.0,863.0,4.49,4.52,2.79 +22164,1.5,Very Good,H,VS2,63.4,57.0,10206.0,7.27,7.2,4.59 +29751,0.31,Very Good,D,VS1,63.7,58.0,709.0,4.27,4.3,2.73 +25369,0.28,Ideal,F,VVS2,61.8,56.0,642.0,4.22,4.26,2.62 +28540,0.3,Premium,E,SI1,62.5,59.0,675.0,4.3,4.28,2.68 +31600,0.2,Ideal,E,VS2,62.2,57.0,367.0,3.76,3.73,2.33 +9440,0.9,Very Good,H,VS1,62.3,59.0,4592.0,6.12,6.17,3.83 +41586,0.3,Very Good,H,SI1,62.4,58.0,389.0,4.23,4.29,2.66 +33564,0.41,Premium,F,SI2,60.8,58.0,830.0,4.83,4.78,2.92 +37349,0.4,Premium,G,VVS2,62.0,58.0,982.0,4.68,4.74,2.92 +36991,0.33,Ideal,F,VVS1,61.5,56.0,964.0,4.46,4.49,2.75 +21119,1.5,Very Good,G,SI2,63.1,57.0,9282.0,7.29,7.25,4.59 +14002,1.2,Premium,I,VS2,62.6,58.0,5699.0,6.77,6.72,4.22 +13449,1.2,Very Good,I,SI1,62.6,59.0,5522.0,6.75,6.71,4.21 +20747,1.24,Ideal,F,VS2,61.7,53.0,8983.0,6.93,6.9,4.27 +26386,1.23,Very Good,E,VVS1,61.2,59.0,15878.0,6.9,6.98,4.25 +29983,0.43,Ideal,I,VS2,62.0,55.0,716.0,4.84,4.87,3.01 +35139,0.39,Very Good,E,VS2,60.1,61.0,889.0,4.72,4.76,2.85 +47224,0.51,Ideal,G,VVS1,60.8,56.0,1839.0,5.21,5.22,3.17 +47540,0.55,Ideal,F,VS2,62.1,55.0,1871.0,5.27,5.25,3.26 +10191,0.95,Very Good,E,SI1,61.6,56.0,4738.0,6.31,6.36,3.9 +24833,2.03,Premium,D,SI2,61.7,58.0,13229.0,8.14,8.1,5.01 +19894,1.2,Good,G,VS1,62.8,59.0,8442.0,6.64,6.7,4.19 +2707,0.31,Ideal,H,VS1,61.3,55.0,562.0,4.36,4.38,2.68 +8453,1.07,Very Good,H,SI2,62.8,57.0,4413.0,6.5,6.58,4.11 +51604,0.7,Good,H,SI1,63.7,57.0,2394.0,5.58,5.57,3.55 +18748,1.2,Premium,G,VS2,61.6,59.0,7661.0,6.85,6.81,4.21 +47107,0.43,Ideal,E,VVS1,61.0,57.0,1827.0,4.85,4.88,2.97 +43727,0.51,Ideal,E,SI1,62.2,57.0,1438.0,5.08,5.12,3.17 +26702,0.32,Ideal,F,VS2,61.6,55.0,645.0,4.4,4.43,2.72 +39618,0.37,Very Good,H,SI1,62.6,63.0,491.0,4.6,4.5,2.85 +8745,0.9,Premium,E,SI1,60.8,59.0,4463.0,6.19,6.24,3.78 +9168,0.98,Very Good,G,SI2,62.2,57.0,4542.0,6.33,6.37,3.95 +44380,0.5,Premium,E,VS2,60.7,59.0,1581.0,5.11,5.13,3.11 +10287,1.01,Very Good,I,VS1,62.2,60.0,4756.0,6.39,6.35,3.96 +50726,0.7,Ideal,H,SI1,62.5,56.0,2294.0,5.64,5.69,3.54 +1549,0.89,Good,H,SI2,63.3,59.0,3002.0,6.04,6.09,3.84 +32878,0.36,Ideal,E,SI1,62.4,55.0,810.0,4.55,4.52,2.83 +37535,0.4,Ideal,E,VVS2,61.5,55.0,988.0,4.77,4.79,2.94 +32383,0.3,Ideal,D,VS2,62.4,55.0,790.0,4.32,4.3,2.69 +3453,0.74,Ideal,G,VVS1,62.1,56.0,3388.0,5.78,5.82,3.6 +38201,0.44,Very Good,H,VVS1,63.1,56.0,1016.0,4.83,4.87,3.06 +44648,0.28,Very Good,G,VVS2,62.3,56.0,522.0,4.16,4.19,2.6 +27930,0.32,Good,E,VS2,64.1,54.0,658.0,4.32,4.36,2.78 +42432,0.54,Very Good,F,SI1,64.0,59.0,1314.0,5.14,5.18,3.3 +40094,0.33,Ideal,G,VVS1,61.5,56.0,1114.0,4.46,4.45,2.74 +43876,0.52,Ideal,F,VS2,61.3,56.0,1451.0,5.14,5.2,3.17 +42208,0.52,Very Good,H,VS2,62.0,57.0,1289.0,5.08,5.12,3.16 +39256,0.38,Ideal,E,VS1,61.6,56.0,1069.0,4.67,4.65,2.87 +17046,0.28,Ideal,E,VVS2,60.7,57.0,612.0,4.22,4.25,2.57 +45461,0.52,Ideal,G,SI1,61.2,55.0,1675.0,5.2,5.23,3.19 +47682,0.51,Ideal,D,VS2,61.9,57.0,1882.0,5.15,5.09,3.17 +24574,1.51,Premium,G,VS2,62.5,59.0,12872.0,7.34,7.28,4.57 +37595,0.24,Very Good,E,VVS2,62.2,60.0,485.0,3.97,4.01,2.48 +47421,0.57,Ideal,E,VS2,61.8,56.0,1851.0,5.29,5.33,3.28 +28718,0.45,Good,E,SI2,64.1,62.0,680.0,4.82,4.75,3.07 +24892,2.0,Good,E,SI2,57.3,65.0,13320.0,8.26,8.22,4.72 +2632,0.72,Very Good,F,VS1,62.2,57.0,3229.0,5.7,5.74,3.56 +27254,2.29,Premium,H,SI2,62.5,58.0,17666.0,8.43,8.37,5.25 +44477,0.51,Ideal,G,VS1,61.3,55.7,1595.0,5.15,5.18,3.16 +48338,0.63,Premium,F,VS2,58.2,61.0,1960.0,5.68,5.62,3.29 +42678,0.53,Very Good,G,SI1,61.6,57.0,1336.0,5.18,5.21,3.2 +15844,1.31,Ideal,I,VS2,62.4,57.0,6338.0,6.93,6.97,4.34 +29451,0.33,Ideal,E,SI1,61.6,55.0,702.0,4.47,4.49,2.76 +42867,0.43,Ideal,F,VVS1,62.0,57.0,1358.0,4.81,4.84,2.99 +561,0.79,Ideal,G,SI1,61.8,56.0,2831.0,5.93,5.91,3.66 +21884,1.5,Premium,G,SI1,62.9,56.0,9954.0,7.34,7.22,4.58 +38563,0.52,Ideal,H,SI2,61.5,56.0,1035.0,5.17,5.21,3.19 +39519,0.32,Premium,E,VVS2,61.1,58.0,1080.0,4.45,4.42,2.71 +33789,0.32,Ideal,H,IF,60.9,56.0,842.0,4.41,4.42,2.69 +36844,0.37,Ideal,F,VS2,60.6,56.0,957.0,4.64,4.63,2.81 +43443,0.5,Premium,E,SI1,62.3,58.0,1415.0,5.15,5.09,3.19 +11911,1.01,Fair,D,SI1,66.2,56.0,5122.0,6.05,6.1,4.02 +50702,0.53,Premium,F,VVS2,61.4,57.0,2290.0,5.22,5.2,3.2 +51630,0.71,Very Good,F,SI2,63.2,57.0,2397.0,5.66,5.7,3.59 +46417,0.55,Ideal,D,VS2,61.0,56.0,1768.0,5.31,5.28,3.23 +48640,0.31,Premium,I,SI1,60.1,59.0,537.0,4.41,4.38,2.64 +23267,1.52,Ideal,H,VS2,62.4,58.0,11272.0,7.3,7.37,4.58 +16946,1.16,Ideal,F,SI1,62.6,58.0,6768.0,6.68,6.73,4.2 +21653,1.7,Very Good,H,SI2,63.8,55.0,9745.0,7.47,7.55,4.79 +30410,0.4,Good,H,VS2,59.4,64.0,730.0,4.75,4.82,2.84 +36245,0.41,Ideal,E,VS2,61.8,56.0,935.0,4.74,4.78,2.94 +13493,1.01,Fair,G,VS2,64.5,57.0,5538.0,6.26,6.2,4.02 +45063,0.53,Very Good,G,VS1,63.1,56.0,1642.0,5.12,5.15,3.24 +5117,1.09,Ideal,E,SI2,59.4,57.0,3760.0,6.74,6.65,3.98 +22028,0.31,Ideal,F,SI1,62.0,54.0,628.0,4.36,4.38,2.71 +12475,1.02,Ideal,H,SI1,60.8,58.0,5251.0,6.47,6.49,3.94 +51803,0.7,Premium,I,VVS2,62.4,61.0,2415.0,5.75,5.6,3.54 +46008,0.57,Very Good,H,VVS2,62.2,56.0,1726.0,5.32,5.35,3.31 +23523,1.54,Very Good,H,VS2,62.1,62.0,11527.0,7.31,7.38,4.56 +43174,0.54,Premium,I,VS1,61.5,58.0,1389.0,5.28,5.26,3.24 +8785,1.0,Premium,D,SI1,62.3,60.0,4469.0,6.23,6.19,3.87 +50842,0.7,Good,E,SI2,57.8,61.0,2310.0,5.88,5.82,3.38 +3244,0.71,Ideal,E,VS1,62.4,57.0,3354.0,5.67,5.71,3.55 +18359,1.5,Fair,D,SI2,68.8,57.0,7469.0,6.9,6.86,4.73 +30070,0.32,Premium,G,VS2,59.9,57.0,720.0,4.51,4.47,2.69 +26058,1.7,Very Good,G,VS2,62.6,57.0,15259.0,7.6,7.67,4.78 +22826,1.7,Ideal,F,SI1,59.7,57.0,10853.0,7.73,7.65,4.59 +53263,0.7,Premium,G,VS1,62.6,58.0,2648.0,5.64,5.61,3.52 +15733,1.11,Ideal,E,SI1,61.4,58.0,6291.0,6.66,6.62,4.08 +46131,0.65,Good,I,VS1,61.1,61.7,1744.0,5.55,5.59,3.4 +8357,1.02,Fair,D,SI1,70.6,57.0,4398.0,6.08,6.01,4.27 +13460,1.13,Very Good,G,SI1,63.1,58.0,5526.0,6.65,6.59,4.18 +31649,0.28,Very Good,E,VS1,59.0,60.0,452.0,4.26,4.32,2.53 +428,0.84,Very Good,E,SI1,63.4,55.0,2813.0,6.0,5.95,3.79 +25334,1.2,Ideal,D,VVS2,62.7,54.0,14033.0,6.8,6.82,4.27 +25623,1.04,Ideal,D,IF,61.8,57.0,14494.0,6.49,6.52,4.02 +15863,1.2,Good,D,SI2,62.2,65.0,6344.0,6.75,6.7,4.18 +18855,1.22,Premium,G,VS2,61.2,58.0,7729.0,6.81,6.91,4.2 +9803,0.9,Very Good,D,VS2,63.0,62.0,4668.0,6.06,6.13,3.84 +16870,1.5,Good,I,SI2,58.5,60.0,6731.0,7.41,7.5,4.36 +23673,1.16,Premium,G,VVS1,61.6,55.0,11717.0,6.85,6.72,4.18 +9856,0.9,Ideal,F,VS2,62.7,56.0,4678.0,6.17,6.2,3.88 +22964,2.01,Ideal,J,SI2,62.9,54.0,11011.0,8.06,7.93,5.05 +8769,1.04,Premium,G,SI1,62.3,57.0,4467.0,6.5,6.46,4.04 +42222,0.33,Ideal,E,IF,62.1,55.0,1289.0,4.43,4.46,2.76 +23047,1.53,Premium,D,SI2,60.7,60.0,11078.0,7.45,7.41,4.51 +31980,0.26,Very Good,F,VS1,59.5,58.0,453.0,4.18,4.23,2.5 +24791,2.0,Premium,J,VS2,60.8,62.0,13162.0,8.12,8.09,4.93 +14926,1.27,Very Good,I,VS2,62.6,59.0,6007.0,6.86,6.95,4.32 +20643,1.05,Ideal,G,VVS1,61.2,57.0,8931.0,6.54,6.57,4.01 +2214,0.68,Very Good,G,IF,62.7,56.0,3143.0,5.56,5.6,3.5 +40522,0.51,Good,D,SI2,64.2,56.0,1146.0,5.02,5.05,3.23 +12148,1.0,Good,D,VS2,62.1,64.0,5174.0,6.38,6.35,3.95 +12833,1.05,Premium,D,SI1,61.6,61.0,5351.0,6.55,6.5,4.02 +51091,0.73,Premium,E,SI2,60.6,59.0,2335.0,5.85,5.8,3.53 +32215,0.31,Ideal,G,VVS1,61.5,55.0,789.0,4.39,4.42,2.71 +17397,0.32,Ideal,D,SI2,62.6,56.0,612.0,4.4,4.38,2.75 +41069,0.54,Ideal,G,SI2,61.4,56.0,1192.0,5.27,5.29,3.24 +1917,0.8,Very Good,F,SI1,63.5,58.0,3082.0,5.89,5.85,3.73 +38018,0.39,Premium,G,VS2,62.3,59.0,1009.0,4.69,4.65,2.91 +13670,1.19,Premium,H,SI1,61.4,58.0,5595.0,6.79,6.83,4.18 +37838,0.33,Ideal,D,VS2,62.1,55.0,1002.0,4.46,4.43,2.76 +18971,1.13,Ideal,G,VS1,61.0,56.4,7808.0,6.7,6.75,4.1 +33289,0.31,Ideal,G,SI1,62.2,55.0,462.0,4.36,4.38,2.72 +21048,0.31,Ideal,H,VVS2,62.4,57.0,625.0,4.32,4.36,2.71 +34984,0.34,Premium,F,VS2,62.3,57.0,880.0,4.48,4.44,2.78 +11864,1.08,Ideal,F,SI1,62.9,57.0,5106.0,6.54,6.53,4.11 +558,0.72,Ideal,E,SI1,62.3,57.0,2831.0,5.7,5.76,3.57 +32782,0.37,Premium,D,VS1,60.2,60.0,803.0,4.63,4.68,2.8 +18647,1.21,Premium,G,VS2,62.2,60.0,7611.0,6.79,6.75,4.21 +38941,0.31,Premium,H,VS2,62.2,58.0,489.0,4.31,4.34,2.69 +44255,0.51,Premium,D,SI1,63.0,59.0,1574.0,5.11,5.05,3.2 +21561,1.0,Premium,D,VVS2,61.3,58.0,9660.0,6.42,6.37,3.92 +43541,0.59,Good,I,VVS2,57.8,61.0,1427.0,5.52,5.6,3.21 +23124,1.59,Ideal,E,SI2,62.3,55.0,11149.0,7.48,7.52,4.67 +9459,1.38,Good,J,SI2,63.7,58.0,4598.0,7.06,7.01,4.48 +15886,1.02,Ideal,G,VS2,62.5,57.0,6352.0,6.41,6.45,4.02 +31667,0.32,Premium,E,VS2,61.6,59.0,768.0,4.43,4.4,2.72 +2654,0.71,Ideal,D,VS2,61.4,56.0,3234.0,5.74,5.79,3.54 +11545,1.22,Very Good,J,SI1,62.2,59.0,5029.0,6.77,6.8,4.22 +36520,0.3,Premium,F,VVS2,61.4,59.0,945.0,4.36,4.31,2.66 +24389,0.41,Very Good,E,SI2,62.8,58.0,638.0,4.69,4.73,2.96 +18199,1.23,Ideal,H,VVS2,61.3,55.0,7387.0,6.9,6.94,4.24 +42057,0.61,Ideal,F,SI2,61.0,56.0,1270.0,5.48,5.53,3.36 +33709,0.3,Ideal,E,VVS1,61.6,56.0,838.0,4.31,4.32,2.66 +34485,0.43,Very Good,G,VS2,59.1,60.0,867.0,4.88,4.93,2.9 +41017,0.41,Ideal,E,VVS2,61.4,53.9,1186.0,4.79,4.81,2.95 +42726,0.43,Ideal,G,IF,61.6,57.0,1341.0,4.84,4.81,2.97 +31367,0.33,Ideal,F,VVS2,61.7,55.0,761.0,4.46,4.49,2.76 +27777,0.32,Ideal,H,VS2,61.5,56.0,648.0,4.4,4.38,2.7 +4851,0.71,Ideal,F,VS1,61.4,56.0,3710.0,5.75,5.78,3.54 +30069,0.32,Ideal,G,VS2,60.3,57.0,720.0,4.46,4.43,2.68 +25735,2.04,Premium,I,SI2,60.3,60.0,14660.0,8.26,8.19,4.96 +23383,0.36,Ideal,E,SI1,61.9,56.0,631.0,4.53,4.58,2.82 +15773,1.3,Very Good,H,SI1,63.4,57.0,6307.0,6.93,6.88,4.38 +15425,1.01,Premium,D,SI1,62.0,60.0,6176.0,6.4,6.37,3.96 +10679,0.9,Very Good,H,VVS2,59.7,62.0,4842.0,6.2,6.23,3.71 +35381,0.41,Very Good,G,VS1,61.5,58.0,899.0,4.76,4.8,2.94 +10589,0.91,Good,F,VS1,63.5,56.0,4823.0,6.14,6.18,3.91 +14603,1.24,Premium,F,SI2,61.4,58.0,5889.0,6.94,6.9,4.25 +1912,0.71,Ideal,H,VS2,61.8,55.0,3080.0,5.73,5.75,3.55 +17533,1.0,Premium,F,VS1,59.2,60.0,7056.0,6.53,6.48,3.85 +11357,0.99,Very Good,D,SI2,62.5,57.0,4993.0,6.3,6.34,3.95 +44891,0.5,Ideal,E,VS2,62.1,57.0,1629.0,5.1,5.05,3.15 +8959,0.91,Good,F,VS1,63.1,59.0,4502.0,6.14,6.19,3.89 +19080,1.07,Ideal,F,VS1,62.1,55.0,7850.0,6.58,6.56,4.08 +45726,0.72,Very Good,H,SI2,63.3,57.0,1698.0,5.7,5.67,3.6 +52730,0.7,Very Good,H,VVS2,62.5,55.0,2558.0,5.65,5.68,3.54 +38856,0.4,Ideal,G,VVS2,62.4,56.0,1050.0,4.74,4.72,2.95 +27072,2.14,Premium,I,VS2,60.7,59.0,17193.0,8.33,8.28,5.04 +45720,0.55,Ideal,F,VS2,61.2,55.0,1698.0,5.3,5.28,3.24 +28141,0.3,Ideal,G,VVS2,62.4,55.0,665.0,4.32,4.34,2.7 +48460,0.57,Ideal,G,VVS2,60.5,56.0,1976.0,5.36,5.38,3.25 +33765,0.4,Ideal,I,VS2,61.4,58.0,840.0,4.78,4.73,2.92 +46924,0.52,Ideal,G,VS1,61.1,55.0,1815.0,5.19,5.15,3.16 +14383,0.3,Very Good,G,VS1,62.8,58.0,605.0,4.26,4.28,2.68 +20057,0.31,Very Good,F,VS2,62.9,59.0,625.0,4.27,4.32,2.7 +46040,0.57,Premium,E,SI1,61.4,58.0,1728.0,5.34,5.28,3.26 +15364,0.3,Ideal,G,VS1,61.5,56.0,605.0,4.28,4.34,2.65 +32842,0.36,Premium,F,VS2,62.0,59.0,807.0,4.56,4.51,2.81 +20689,1.54,Premium,G,SI2,62.4,57.0,8969.0,7.39,7.36,4.6 +29603,0.35,Ideal,F,VS2,61.5,57.0,706.0,4.52,4.55,2.79 +7491,1.02,Premium,F,SI2,59.9,62.0,4238.0,6.53,6.5,3.9 +15115,1.24,Very Good,I,SI1,61.4,59.0,6075.0,6.86,6.92,4.23 +30430,0.32,Ideal,G,VVS2,61.9,57.0,730.0,4.38,4.41,2.72 +49494,0.7,Very Good,G,SI2,63.2,57.0,2117.0,5.7,5.66,3.59 +38710,0.42,Very Good,H,VVS1,63.9,56.0,1042.0,4.73,4.75,3.03 +1955,0.91,Very Good,H,SI1,63.0,57.0,3087.0,6.1,6.19,3.87 +14065,0.3,Ideal,F,VS2,61.8,57.0,605.0,4.31,4.33,2.67 +29658,0.35,Ideal,F,VS2,61.4,54.0,706.0,4.54,4.58,2.8 +39719,0.51,Very Good,F,SI2,58.9,60.0,1090.0,5.19,5.24,3.07 +38139,0.3,Premium,G,VVS1,62.1,61.0,1013.0,4.3,4.27,2.66 +19612,1.32,Ideal,G,SI1,62.1,57.0,8231.0,7.02,7.05,4.37 +8592,1.07,Premium,H,SI1,62.9,61.0,4440.0,6.47,6.41,4.05 +41726,0.41,Ideal,H,IF,62.1,56.0,1243.0,4.76,4.74,2.95 +10607,1.08,Premium,H,SI1,62.6,56.0,4826.0,6.58,6.52,4.1 +17398,0.34,Premium,E,SI1,59.3,58.0,612.0,4.59,4.55,2.71 +32961,0.32,Ideal,G,SI1,61.4,55.0,461.0,4.4,4.46,2.72 +18966,1.23,Ideal,H,VS1,60.6,57.0,7803.0,6.94,6.98,4.22 +51035,0.8,Very Good,I,SI2,60.7,56.0,2329.0,6.01,6.03,3.66 +30394,0.33,Ideal,H,VVS1,62.1,55.0,730.0,4.46,4.5,2.78 +41484,0.39,Very Good,D,VVS2,63.0,57.0,1232.0,4.65,4.69,2.94 +1859,0.71,Ideal,F,VS1,62.1,57.0,3066.0,5.73,5.76,3.57 +48620,0.7,Very Good,I,SI1,63.5,59.0,1999.0,5.65,5.62,3.58 +8414,0.92,Good,F,VS2,63.1,57.0,4404.0,6.11,6.16,3.87 +3043,0.3,Ideal,F,VS2,62.4,57.0,565.0,4.29,4.33,2.69 +47679,0.51,Ideal,D,VS2,61.9,57.0,1882.0,5.13,5.11,3.17 +17333,1.2,Very Good,F,SI1,63.3,58.0,6955.0,6.63,6.57,4.18 +21609,1.55,Ideal,G,SI2,60.7,55.0,9704.0,7.54,7.51,4.57 +26495,2.24,Premium,I,SI2,62.5,59.0,16097.0,8.36,8.28,5.2 +11515,1.39,Ideal,F,SI2,62.2,56.0,5021.0,7.2,7.15,4.46 +19327,1.01,Ideal,G,VVS2,62.2,56.0,8034.0,6.41,6.46,4.0 +5205,1.0,Good,J,SI1,63.8,59.0,3780.0,6.34,6.27,4.02 +40528,0.52,Good,G,SI1,64.3,61.0,1147.0,5.01,4.97,3.21 +48716,0.77,Premium,J,SI1,61.8,59.0,2010.0,5.86,5.82,3.61 +33270,0.34,Good,G,VVS2,58.0,61.0,826.0,4.56,4.58,2.65 +10349,0.9,Ideal,E,VS2,62.7,56.0,4770.0,6.14,6.18,3.86 +49350,0.7,Ideal,J,SI1,60.3,57.0,2096.0,5.75,5.79,3.48 +39408,0.41,Premium,F,VS1,58.6,61.0,1076.0,4.87,4.83,2.84 +28644,0.33,Premium,I,SI1,60.4,59.0,434.0,4.5,4.54,2.73 +22077,1.33,Good,G,VS1,62.8,60.0,10096.0,6.87,6.92,4.33 +15992,1.01,Very Good,E,VS2,58.1,60.0,6399.0,6.51,6.58,3.8 +35201,0.46,Good,E,SI1,63.7,58.0,891.0,4.84,4.9,3.1 +12312,1.2,Very Good,H,SI2,63.5,57.0,5221.0,6.67,6.71,4.25 +46713,0.59,Ideal,D,SI1,61.3,59.0,1793.0,5.36,5.4,3.3 +52481,0.73,Premium,I,VVS2,60.6,58.0,2519.0,5.84,5.78,3.52 +24749,2.0,Premium,D,SI2,61.9,59.0,13098.0,8.02,8.0,4.98 +3081,1.24,Ideal,J,SI1,62.3,57.0,3312.0,6.86,6.81,4.26 +5786,0.72,Very Good,E,VVS1,61.2,58.0,3903.0,5.75,5.79,3.53 +26634,2.11,Ideal,D,SI2,62.7,56.0,16404.0,8.25,8.18,5.14 +17694,1.27,Premium,G,SI1,61.4,59.0,7133.0,6.98,6.94,4.27 +43347,0.51,Ideal,F,SI1,60.0,57.0,1406.0,5.25,5.21,3.14 +21530,1.51,Very Good,D,SI2,59.7,58.0,9627.0,7.43,7.48,4.45 +39860,0.41,Ideal,H,IF,61.8,55.0,1100.0,4.79,4.82,2.97 +38072,0.3,Premium,E,VVS2,61.4,59.0,1013.0,4.34,4.32,2.66 +35823,0.31,Ideal,F,IF,60.9,56.0,914.0,4.37,4.4,2.67 +2062,0.32,Very Good,H,VS1,62.9,54.0,561.0,4.37,4.41,2.76 +49826,0.7,Fair,F,SI1,64.8,60.0,2167.0,5.57,5.54,3.6 +3266,0.7,Ideal,D,VS2,61.4,55.0,3360.0,5.71,5.75,3.52 +19415,1.55,Premium,I,SI2,58.2,59.0,8069.0,7.73,7.63,4.47 +23899,1.5,Very Good,G,VS1,63.4,59.0,12005.0,7.25,7.19,4.58 +1065,0.31,Ideal,E,SI2,60.1,57.0,558.0,4.44,4.41,2.66 +48192,0.53,Ideal,G,VVS2,61.0,56.0,1946.0,5.21,5.25,3.19 +42690,0.5,Ideal,E,SI1,60.6,59.0,1337.0,5.13,5.16,3.12 +23946,1.22,Ideal,G,VVS1,61.5,56.0,12081.0,6.86,6.9,4.23 +1954,0.7,Good,D,VS2,63.2,60.0,3087.0,5.56,5.61,3.53 +51283,0.77,Premium,E,SI2,58.2,60.0,2360.0,6.01,5.95,3.48 +14337,1.0,Premium,G,VS2,63.0,59.0,5806.0,6.4,6.36,4.02 +25888,2.1,Premium,I,SI1,61.5,57.0,15007.0,8.25,8.21,5.06 +15526,1.01,Good,E,VS2,62.5,58.0,6221.0,6.32,6.36,3.96 +928,0.54,Ideal,F,VVS1,61.8,56.0,2882.0,5.23,5.26,3.24 +15687,1.23,Ideal,D,SI2,62.4,56.0,6289.0,6.81,6.87,4.27 +12314,1.0,Premium,F,SI1,62.3,59.0,5221.0,6.44,6.36,3.99 +16266,1.02,Premium,G,VS1,60.8,58.0,6505.0,6.52,6.47,3.95 +35443,0.32,Ideal,E,VS2,62.6,53.0,900.0,4.38,4.37,2.74 +27964,0.3,Very Good,E,VS2,62.8,59.0,658.0,4.24,4.26,2.67 +27373,0.34,Ideal,H,SI1,61.5,55.0,647.0,4.53,4.55,2.79 +52025,0.53,Ideal,F,IF,62.4,55.0,2447.0,5.2,5.19,3.24 +47981,0.32,Ideal,E,SI1,61.5,55.0,532.0,4.4,4.44,2.72 +19621,1.26,Ideal,H,VS1,60.9,57.0,8238.0,6.97,6.99,4.25 +17721,0.33,Very Good,H,VVS2,61.6,56.0,614.0,4.44,4.47,2.74 +40562,0.41,Ideal,G,VVS1,61.8,55.0,1151.0,4.76,4.78,2.95 +51080,0.72,Good,G,SI2,63.7,59.0,2333.0,5.74,5.65,3.63 +38293,0.28,Very Good,D,VS1,61.7,58.0,487.0,4.19,4.24,2.6 +3120,0.7,Ideal,H,VVS2,61.8,55.0,3325.0,5.69,5.74,3.53 +207,0.7,Very Good,E,SI1,63.2,60.0,2777.0,5.6,5.51,3.51 +404,0.32,Good,I,SI1,63.9,55.0,554.0,4.36,4.34,2.78 +42976,0.41,Very Good,E,VVS1,62.9,59.0,1367.0,4.72,4.76,2.98 +19588,1.0,Very Good,F,VVS2,61.4,58.0,8216.0,6.36,6.41,3.92 +14108,1.2,Ideal,G,SI2,61.1,57.0,5722.0,6.83,6.86,4.18 +52894,0.7,Very Good,H,VVS2,58.8,58.0,2585.0,5.88,5.78,3.43 +35239,0.43,Very Good,E,SI1,63.4,56.0,894.0,4.82,4.8,3.05 +4050,1.03,Fair,I,SI2,65.2,56.0,3530.0,6.42,6.35,4.16 +25562,1.75,Ideal,I,VVS2,62.1,56.0,14394.0,7.72,7.69,4.79 +3435,0.91,Very Good,G,SI2,64.0,61.0,3387.0,6.05,6.08,3.88 +20866,1.31,Premium,G,VS2,61.3,58.0,9085.0,7.05,7.01,4.31 +9996,1.0,Very Good,E,SI2,63.5,56.0,4704.0,6.38,6.31,4.03 +34522,0.33,Premium,H,IF,61.8,60.0,868.0,4.4,4.44,2.73 +22135,1.7,Very Good,J,VS1,62.9,58.0,10165.0,7.54,7.67,4.79 +21369,0.36,Ideal,D,SI1,62.0,54.0,626.0,4.58,4.61,2.85 +5966,0.9,Ideal,F,SI1,61.8,57.0,3950.0,6.19,6.21,3.83 +27251,1.52,Ideal,D,VS1,61.2,57.0,17659.0,7.4,7.46,4.55 +53093,0.7,Very Good,G,VS1,62.8,58.0,2613.0,5.62,5.68,3.55 +26094,2.02,Very Good,D,SI2,60.6,57.0,15334.0,8.19,8.25,4.98 +45129,0.62,Ideal,H,VS2,62.8,57.0,1652.0,5.43,5.4,3.4 +42546,0.58,Ideal,J,VS1,61.9,58.0,1324.0,5.31,5.35,3.3 +39647,0.47,Fair,G,SI1,58.4,60.0,1086.0,5.16,5.12,3.0 +6553,1.01,Premium,I,SI2,60.5,60.0,4072.0,6.52,6.5,3.94 +11881,1.03,Ideal,G,SI1,60.1,59.0,5111.0,6.6,6.57,3.96 +6282,1.01,Very Good,F,SI2,60.8,63.0,4017.0,6.38,6.32,3.86 +8454,1.0,Very Good,G,SI1,62.6,57.0,4413.0,6.31,6.37,3.97 +13210,1.12,Ideal,H,SI1,60.7,56.0,5457.0,6.74,6.7,4.08 +48774,0.7,Very Good,F,SI2,58.8,57.0,2020.0,5.85,5.89,3.45 +20863,1.56,Ideal,H,SI2,62.4,55.0,9081.0,7.39,7.48,4.64 +35670,0.4,Very Good,F,VS1,63.4,54.0,909.0,4.68,4.72,2.98 +41901,0.55,Ideal,J,VS2,61.7,54.0,1260.0,5.34,5.29,3.28 +31449,0.4,Premium,I,SI1,59.8,57.0,765.0,4.83,4.8,2.88 +45371,0.53,Ideal,G,SI1,61.6,57.0,1665.0,5.19,5.24,3.21 +30294,0.34,Ideal,F,SI2,60.1,56.0,447.0,4.54,4.55,2.73 +39452,0.5,Good,E,SI2,63.7,55.0,1077.0,5.03,5.08,3.22 +39814,0.4,Ideal,G,VVS1,61.7,55.0,1097.0,4.75,4.78,2.94 +3631,0.71,Ideal,G,VS1,61.8,57.0,3431.0,5.69,5.73,3.53 +17250,1.01,Very Good,D,VS2,60.4,58.0,6905.0,6.47,6.57,3.94 +9799,1.24,Premium,J,SI2,62.2,58.0,4666.0,6.94,6.82,4.28 +17736,1.51,Fair,J,VS1,65.2,56.0,7139.0,7.16,7.11,4.65 +34701,0.46,Very Good,J,VS1,62.5,58.0,874.0,4.87,4.92,3.06 +30312,0.31,Ideal,E,VS1,62.1,54.2,726.0,4.31,4.35,2.69 +27514,2.3,Premium,I,VS2,61.8,60.0,18239.0,8.47,8.39,5.21 +6143,0.9,Good,H,VS2,63.1,60.0,3989.0,6.08,6.12,3.85 +34787,0.4,Ideal,H,VVS2,62.4,57.0,877.0,4.69,4.73,2.94 +53388,0.79,Very Good,H,SI1,63.2,59.0,2663.0,5.87,5.84,3.7 +22159,1.57,Very Good,H,SI1,62.0,60.0,10200.0,7.4,7.44,4.6 +38559,0.5,Very Good,I,SI1,62.5,57.0,1035.0,5.06,5.09,3.17 +37191,0.34,Ideal,E,VVS1,61.4,56.0,973.0,4.51,4.54,2.78 +25167,2.01,Fair,J,VS2,64.9,60.0,13744.0,7.82,7.78,5.06 +34423,0.3,Ideal,G,IF,62.1,55.0,863.0,4.32,4.35,2.69 +43105,0.54,Ideal,G,SI1,61.4,54.0,1384.0,5.27,5.35,3.26 +51507,1.12,Premium,G,I1,60.4,59.0,2383.0,6.71,6.67,0.0 +9888,1.05,Premium,H,SI1,62.2,58.0,4682.0,6.5,6.46,4.03 +38564,0.5,Ideal,H,SI1,61.7,58.0,1035.0,5.07,5.11,3.14 +11384,0.34,Premium,G,VS2,60.3,58.0,596.0,4.49,4.53,2.72 +49914,0.7,Ideal,F,SI2,61.1,56.0,2183.0,5.71,5.78,3.51 +49854,0.71,Very Good,G,SI2,62.4,54.0,2171.0,5.72,5.76,3.58 +38532,0.38,Premium,H,VVS1,59.1,58.0,1033.0,4.76,4.71,2.8 +19116,1.23,Ideal,I,VS1,61.1,57.0,7881.0,6.88,6.9,4.21 +40102,0.33,Ideal,G,VVS1,62.3,55.0,1114.0,4.46,4.43,2.77 +11536,1.01,Premium,H,VS2,61.3,58.0,5028.0,6.46,6.49,3.97 +5960,0.9,Very Good,F,SI1,62.0,59.0,3950.0,6.13,6.17,3.81 +4330,1.01,Premium,F,SI2,62.2,58.0,3597.0,6.4,6.37,3.97 +13494,1.01,Premium,G,VS2,58.1,59.0,5538.0,6.61,6.53,3.82 +21513,1.56,Good,I,VS2,57.2,62.0,9609.0,7.66,7.72,4.4 +10115,1.02,Premium,G,SI1,62.3,59.0,4718.0,6.44,6.4,4.0 +36703,0.4,Very Good,D,VS2,63.5,55.0,952.0,4.69,4.66,2.97 +38033,0.38,Ideal,F,VVS2,62.0,54.1,1010.0,4.66,4.68,2.9 +22967,1.01,Ideal,D,VVS2,61.5,57.0,11015.0,6.43,6.48,3.97 +22523,1.53,Ideal,I,VS1,61.5,55.0,10560.0,7.4,7.42,4.56 +52097,0.81,Ideal,G,SI2,61.7,57.0,2459.0,5.98,6.01,3.7 +19263,1.52,Ideal,I,SI2,62.5,58.0,7990.0,7.29,7.33,4.57 +15801,1.31,Premium,I,VS2,61.9,59.0,6323.0,7.02,6.98,4.33 +14156,1.17,Ideal,G,SI2,62.6,55.0,5743.0,6.74,6.78,4.23 +35767,0.4,Premium,E,VS2,60.7,60.0,912.0,4.7,4.75,2.87 +16924,1.16,Ideal,E,SI1,61.9,55.0,6755.0,6.74,6.79,4.19 +18045,0.35,Very Good,E,SI1,60.7,59.0,614.0,4.52,4.57,2.76 +5354,0.73,Fair,E,VVS2,57.4,59.0,3813.0,5.99,5.95,3.43 +11054,0.32,Very Good,I,VVS1,60.9,57.0,596.0,4.45,4.48,2.71 +50771,0.71,Premium,I,VS2,62.8,59.0,2300.0,5.67,5.64,3.55 +23956,1.53,Premium,H,VVS2,60.4,60.0,12092.0,7.46,7.41,4.49 +28860,0.3,Ideal,F,VVS2,62.2,55.0,684.0,4.29,4.33,2.68 +49298,0.39,Ideal,J,SI1,62.6,53.0,539.0,4.68,4.71,2.94 +12849,0.9,Good,E,VS1,59.3,56.0,5356.0,6.27,6.32,3.73 +38746,0.35,Ideal,G,IF,61.8,55.0,1044.0,4.54,4.56,2.81 +185,0.72,Good,G,VS2,59.7,60.5,2776.0,5.8,5.84,3.47 +1719,0.32,Good,G,VS2,63.3,54.0,561.0,4.36,4.39,2.77 +9979,1.32,Premium,I,SI2,60.8,58.0,4704.0,7.03,7.11,4.3 +2416,0.72,Ideal,H,VVS1,60.8,58.0,3180.0,5.77,5.8,3.52 +45516,0.58,Ideal,E,VS2,62.3,54.0,1683.0,5.39,5.43,3.37 +16825,1.21,Premium,H,VS2,60.8,58.0,6710.0,6.91,6.88,4.19 +39805,0.38,Ideal,F,VVS1,62.3,54.0,1096.0,4.64,4.7,2.91 +19356,0.3,Good,E,VVS2,61.1,61.0,622.0,4.32,4.36,2.65 +4855,0.71,Ideal,F,VS1,61.9,56.0,3710.0,5.69,5.72,3.53 +30334,0.33,Ideal,H,VS1,60.9,56.0,727.0,4.46,4.5,2.73 +10548,1.04,Premium,D,SI2,61.6,58.0,4811.0,6.52,6.46,4.0 +43977,0.37,Ideal,G,SI2,61.3,55.0,518.0,4.64,4.66,2.85 +12679,1.01,Ideal,H,VS2,62.7,57.0,5306.0,6.41,6.39,4.01 +26390,1.69,Premium,G,VVS2,62.9,58.0,15889.0,7.59,7.51,4.75 +22760,1.5,Ideal,E,SI1,62.6,56.0,10777.0,7.27,7.3,4.56 +47159,0.55,Ideal,G,VS2,61.2,55.0,1833.0,5.3,5.35,3.26 +33813,0.4,Premium,F,VS2,59.3,59.0,842.0,4.79,4.83,2.85 +11970,1.14,Premium,G,SI2,60.9,56.0,5139.0,6.8,6.73,4.12 +32236,0.31,Ideal,G,VVS1,62.6,53.0,789.0,4.37,4.38,2.74 +9166,1.02,Premium,F,SI2,62.5,60.0,4541.0,6.43,6.36,4.0 +49821,0.61,Ideal,G,VS1,60.9,57.0,2167.0,5.46,5.5,3.34 +38980,0.4,Ideal,I,IF,62.8,54.0,1053.0,4.7,4.72,2.96 +30250,0.26,Premium,E,VVS2,60.8,61.0,724.0,4.13,4.12,2.51 +36986,0.38,Ideal,E,VS2,61.9,57.0,963.0,4.66,4.61,2.87 +37206,0.34,Ideal,G,IF,61.9,54.0,974.0,4.51,4.53,2.8 +27054,0.35,Ideal,G,VS2,61.3,56.0,646.0,4.54,4.58,2.8 +19993,1.01,Premium,F,VVS2,62.0,58.0,8532.0,6.36,6.45,3.97 +25679,2.04,Premium,I,SI2,59.8,59.0,14605.0,8.3,8.23,4.94 +29383,0.31,Ideal,E,SI1,62.7,57.0,698.0,4.32,4.29,2.7 +16299,2.0,Good,J,I1,63.6,62.0,6521.0,7.97,7.8,5.02 +10159,1.23,Good,J,VS2,63.6,60.0,4727.0,6.77,6.73,4.29 +22847,1.9,Premium,J,SI1,61.9,57.0,10885.0,7.98,7.95,4.93 +53509,0.71,Premium,F,VS2,59.6,59.0,2686.0,5.81,5.77,3.45 +33672,0.41,Ideal,G,SI2,61.0,57.0,836.0,4.82,4.79,2.93 +15757,1.5,Premium,D,I1,61.7,62.0,6300.0,7.28,7.24,4.48 +42762,0.56,Ideal,G,SI1,62.9,56.0,1345.0,5.27,5.25,3.31 +34866,0.3,Premium,G,VVS2,62.8,60.0,878.0,4.28,4.25,2.68 +6274,1.12,Premium,E,I1,61.0,59.0,4014.0,6.74,6.7,4.1 +31715,0.35,Ideal,E,VS1,61.6,55.1,771.0,4.54,4.58,2.81 +20022,0.32,Very Good,I,SI1,61.6,61.0,421.0,4.36,4.4,2.7 +42323,0.41,Very Good,D,VVS2,61.2,62.0,1295.0,4.78,4.82,2.94 +49026,0.76,Premium,J,VS2,59.9,59.0,2052.0,5.94,5.92,3.55 +48867,0.5,Ideal,E,VS1,61.1,58.0,2034.0,5.12,5.08,3.11 +45769,0.52,Ideal,F,VS1,62.5,57.0,1707.0,5.17,5.13,3.22 +11287,1.05,Ideal,H,SI1,61.8,56.0,4975.0,6.52,6.58,4.05 +4483,0.61,Ideal,D,VVS1,62.3,54.0,3625.0,5.4,5.45,3.38 +45881,0.36,Ideal,D,VVS1,61.5,55.0,1718.0,4.61,4.63,2.84 +19226,1.01,Premium,E,VS1,62.9,61.0,7964.0,6.39,6.33,4.0 +40999,0.6,Ideal,I,SI2,61.9,55.0,1182.0,5.43,5.46,3.37 +44991,0.31,Ideal,I,SI1,62.7,56.0,523.0,4.34,4.3,2.71 +3714,0.9,Very Good,G,SI2,63.1,55.0,3452.0,6.16,6.13,3.88 +11820,1.16,Ideal,E,SI2,59.9,57.0,5093.0,6.82,6.8,4.08 +37278,0.23,Very Good,G,VVS1,61.5,56.0,484.0,3.92,3.96,2.42 +47502,0.7,Good,H,SI1,64.2,58.0,1865.0,5.62,5.59,3.6 +7128,0.9,Ideal,H,VS2,61.6,57.0,4173.0,6.17,6.29,3.84 +6134,0.91,Ideal,G,SI2,61.6,56.0,3985.0,6.24,6.22,3.84 +24954,1.53,Premium,F,VS2,62.2,58.0,13423.0,7.36,7.27,4.55 +17540,1.5,Premium,I,SI2,62.2,61.0,7056.0,7.24,7.19,4.49 +4672,0.78,Ideal,E,SI1,60.4,57.0,3671.0,5.95,6.0,3.61 +42398,0.51,Very Good,F,SI1,62.9,56.0,1308.0,5.05,5.1,3.19 +5677,0.95,Ideal,I,VS2,62.2,57.0,3884.0,6.29,6.22,3.89 +51351,0.78,Good,E,SI2,63.7,54.0,2363.0,5.82,5.77,3.69 +21571,1.51,Good,D,SI1,64.1,62.0,9674.0,7.21,7.15,4.6 +37833,0.33,Ideal,D,VS2,60.7,57.0,1002.0,4.5,4.46,2.72 +49349,0.57,Ideal,F,VS2,60.7,56.0,2096.0,5.37,5.41,3.27 +32504,0.42,Very Good,G,SI1,61.9,55.0,798.0,4.78,4.88,2.99 +15758,1.5,Good,E,SI2,61.5,65.0,6300.0,7.21,7.17,4.42 +31789,0.42,Ideal,E,SI1,61.3,57.0,773.0,4.79,4.81,2.94 +8740,1.24,Very Good,G,SI2,63.3,57.0,4462.0,6.85,6.79,4.32 +40903,0.54,Ideal,H,SI1,62.1,56.0,1178.0,5.18,5.26,3.24 +25283,2.1,Premium,J,SI1,62.9,58.0,13930.0,8.15,8.09,5.11 +910,0.79,Very Good,D,SI2,59.7,58.0,2878.0,6.0,6.07,3.6 +34018,0.41,Ideal,E,VS2,62.2,56.0,848.0,4.75,4.8,2.97 +11645,1.2,Good,J,VS2,63.7,56.0,5053.0,6.67,6.62,4.23 +19134,1.23,Ideal,H,VS2,62.8,56.0,7900.0,6.76,6.84,4.27 +13661,1.0,Good,F,VS2,62.5,57.0,5592.0,6.34,6.42,3.99 +23580,1.25,Very Good,G,VVS1,60.2,58.0,11589.0,6.97,7.04,4.22 +40157,0.35,Premium,G,IF,60.6,60.0,1116.0,4.57,4.54,2.76 +38406,0.35,Premium,H,VVS1,61.2,60.0,1024.0,4.55,4.5,2.77 +43451,0.5,Very Good,E,SI1,63.3,58.0,1415.0,5.03,4.99,3.17 +42106,0.52,Very Good,E,SI1,58.8,59.0,1276.0,5.27,5.34,3.12 +17849,1.14,Ideal,G,VS2,61.9,56.0,7199.0,6.69,6.71,4.14 +22270,1.51,Very Good,H,VS2,63.0,57.0,10319.0,7.25,7.3,4.58 +28871,0.32,Premium,F,SI1,59.3,58.0,684.0,4.5,4.47,2.66 +33044,0.32,Ideal,G,VVS1,61.8,54.0,814.0,4.41,4.43,2.73 +43677,0.5,Ideal,F,VS2,62.5,57.0,1436.0,5.07,5.11,3.18 +23950,2.01,Very Good,J,SI1,62.2,59.0,12084.0,7.93,8.01,4.96 +10870,1.15,Ideal,G,SI2,62.4,56.0,4877.0,6.7,6.74,4.19 +38432,0.38,Ideal,F,VS2,62.8,57.0,1026.0,4.62,4.58,2.89 +29520,0.38,Ideal,I,VS1,62.4,54.4,703.0,4.62,4.66,2.9 +34292,0.3,Ideal,F,VVS1,62.2,53.0,857.0,4.3,4.32,2.68 +35842,0.32,Very Good,E,VVS1,60.4,57.0,917.0,4.42,4.46,2.68 +9906,1.11,Premium,H,VS1,62.3,57.0,4687.0,6.67,6.62,4.14 +20981,1.54,Ideal,G,SI2,61.9,55.0,9193.0,7.47,7.39,4.6 +49691,0.51,Ideal,D,VVS2,62.0,55.0,2145.0,5.13,5.16,3.19 +22400,2.77,Premium,H,I1,62.6,62.0,10424.0,8.93,8.83,5.56 +50784,0.51,Ideal,G,VVS2,61.2,56.0,2303.0,5.16,5.17,3.16 +14651,1.0,Very Good,E,VS1,63.2,53.0,5914.0,6.4,6.33,4.02 +137,0.71,Very Good,F,VS1,60.1,62.0,2765.0,5.74,5.77,3.46 +19388,1.2,Premium,G,VS1,62.5,59.0,8056.0,6.72,6.64,4.19 +14844,1.02,Very Good,H,VS1,63.1,57.0,5977.0,6.38,6.44,4.04 +13242,1.04,Ideal,H,SI1,61.7,56.0,5469.0,6.51,6.55,4.03 +17643,1.41,Premium,H,SI2,59.1,57.0,7106.0,7.41,7.34,4.36 +50904,0.72,Very Good,G,SI1,63.3,53.0,2318.0,5.73,5.68,3.61 +53923,0.7,Very Good,D,VS1,63.1,59.0,2755.0,5.67,5.58,3.55 +5513,0.91,Very Good,D,SI2,62.3,57.0,3848.0,6.14,6.22,3.85 +31462,0.4,Very Good,I,SI1,63.2,55.0,765.0,4.72,4.68,2.97 +36455,0.31,Ideal,D,VS2,62.5,57.0,942.0,4.36,4.31,2.71 +51761,0.7,Premium,E,SI1,61.9,59.0,2407.0,5.74,5.66,3.53 +24450,1.62,Ideal,F,SI1,62.7,56.0,12712.0,7.44,7.5,4.68 +15330,1.0,Premium,F,VS2,62.5,54.0,6154.0,6.33,6.3,3.95 +23500,1.6,Premium,H,VS2,62.6,58.0,11508.0,7.5,7.45,4.68 +33704,0.3,Ideal,E,VVS1,61.6,55.0,838.0,4.34,4.36,2.68 +8281,0.9,Very Good,E,SI1,63.2,54.0,4382.0,6.1,6.17,3.88 +51622,0.71,Good,F,SI1,66.2,55.0,2396.0,5.49,5.53,3.65 +37108,0.38,Ideal,F,VS2,61.9,55.0,969.0,4.69,4.63,2.89 +3797,0.73,Ideal,D,VS2,61.6,56.0,3464.0,5.78,5.82,3.57 +17587,1.32,Ideal,F,SI1,61.6,56.0,7079.0,7.11,7.05,4.36 +48119,0.5,Ideal,D,VS1,61.9,55.0,1937.0,5.09,5.12,3.16 +35084,0.3,Ideal,F,IF,61.8,54.0,886.0,4.34,4.36,2.69 +16040,0.3,Good,I,VS1,63.7,58.0,608.0,4.25,4.23,2.7 +15962,1.22,Very Good,H,SI1,63.5,55.0,6387.0,6.78,6.73,4.29 +16585,1.08,Premium,D,SI1,62.8,58.0,6623.0,6.62,6.51,4.12 +4732,0.3,Ideal,F,VS2,61.6,56.0,573.0,4.3,4.33,2.66 +23397,0.4,Premium,J,VS1,60.7,60.0,631.0,4.76,4.79,2.9 +16893,1.2,Ideal,H,SI1,62.5,56.0,6742.0,6.84,6.79,4.26 +8004,1.01,Premium,G,SI2,60.4,59.0,4327.0,6.57,6.52,3.95 +19693,0.3,Ideal,G,VS1,61.8,57.0,624.0,4.29,4.32,2.66 +53908,0.7,Very Good,E,SI1,61.0,57.0,2753.0,5.68,5.73,3.48 +10253,1.06,Ideal,H,SI2,59.9,58.0,4749.0,6.67,6.63,3.98 +9665,1.0,Very Good,F,SI1,62.5,56.0,4643.0,6.38,6.42,4.0 +49746,0.7,Good,G,SI1,61.8,62.0,2155.0,5.68,5.72,3.52 +51186,0.7,Premium,D,SI2,62.8,61.0,2348.0,5.61,5.57,3.51 +27714,0.36,Ideal,H,SI1,62.3,57.0,648.0,4.58,4.54,2.84 +47343,0.5,Premium,D,VS2,61.2,60.0,1845.0,5.12,5.08,3.12 +15172,1.29,Ideal,J,SI1,61.5,57.0,6097.0,7.0,7.06,4.32 +31563,0.38,Premium,G,VS2,59.3,59.0,766.0,4.71,4.74,2.8 +28271,0.25,Fair,E,VS1,55.2,64.0,361.0,4.21,4.23,2.33 +38539,0.34,Premium,D,VS2,59.3,58.0,1033.0,4.55,4.52,2.69 +36690,0.39,Premium,E,VS2,60.1,61.0,951.0,4.76,4.72,2.85 +15078,1.06,Ideal,I,VS1,61.8,56.0,6060.0,6.5,6.57,4.05 +29845,0.3,Premium,D,VS2,60.4,59.0,710.0,4.33,4.35,2.62 +23301,1.52,Ideal,H,VS2,61.8,55.1,11333.0,7.38,7.42,4.58 +8847,0.96,Premium,F,SI1,60.6,62.0,4480.0,6.39,6.35,3.86 +48725,0.52,Ideal,G,VVS2,62.4,55.0,2012.0,5.19,5.17,3.23 +12120,0.91,Premium,G,VVS2,61.8,58.0,5167.0,6.24,6.16,3.83 +13420,1.23,Premium,J,VS1,62.7,58.0,5510.0,6.82,6.79,4.27 +53551,0.9,Good,J,SI2,63.9,56.0,2693.0,6.1,6.17,3.92 +37933,0.26,Very Good,H,VVS2,60.5,56.0,486.0,4.13,4.16,2.51 +37008,0.33,Ideal,H,VVS1,62.1,55.0,965.0,4.44,4.42,2.75 +16302,1.01,Very Good,E,VS2,63.3,56.0,6522.0,6.34,6.37,4.02 +32026,0.31,Ideal,G,VVS1,61.6,54.0,778.0,4.36,4.38,2.69 +10224,1.01,Good,E,SI1,62.6,61.0,4743.0,6.38,6.43,4.01 +50758,0.56,Ideal,G,IF,61.8,54.0,2298.0,5.31,5.33,3.29 +30684,0.4,Very Good,F,SI1,62.2,57.0,737.0,4.67,4.72,2.92 +27074,2.01,Ideal,I,VS2,60.7,57.0,17197.0,8.21,8.17,4.97 +705,0.91,Fair,J,VS2,65.4,60.0,2854.0,6.04,6.0,3.94 +4290,0.92,Very Good,E,SI1,63.3,57.0,3586.0,6.22,6.17,3.92 +23121,1.68,Ideal,D,SI2,62.7,55.0,11147.0,7.45,7.58,4.71 +14196,1.35,Very Good,J,VS1,62.1,56.0,5759.0,7.04,7.1,4.39 +29961,0.31,Ideal,G,SI1,61.7,54.0,446.0,4.38,4.4,2.71 +23843,1.7,Ideal,E,SI2,59.6,59.0,11924.0,7.73,7.83,4.64 +22989,1.23,Ideal,F,VVS2,61.8,56.0,11040.0,6.84,6.89,4.24 +13705,1.51,Good,E,I1,57.5,59.0,5601.0,7.56,7.51,4.33 +29688,0.4,Very Good,E,SI1,62.8,59.0,707.0,4.67,4.7,2.94 +697,0.79,Premium,D,SI2,60.0,60.0,2853.0,6.07,6.03,3.63 +32126,0.41,Good,J,VS2,64.3,55.0,784.0,4.7,4.66,3.01 +12819,1.01,Premium,F,SI1,60.6,59.0,5345.0,6.52,6.49,3.94 +26913,2.01,Ideal,G,SI2,61.0,54.0,16922.0,8.01,8.13,4.92 +49129,0.56,Ideal,D,VS2,60.9,56.0,2066.0,5.36,5.31,3.25 +32467,0.36,Ideal,D,SI1,60.6,56.0,794.0,4.63,4.58,2.79 +44071,0.55,Ideal,E,SI1,60.7,57.0,1551.0,5.27,5.3,3.21 +8077,1.01,Good,D,SI2,63.6,57.0,4338.0,6.34,6.3,4.02 +32378,0.3,Fair,G,VVS1,58.6,66.0,790.0,4.36,4.41,2.57 +34874,0.3,Premium,G,VVS2,61.8,59.0,878.0,4.26,4.22,2.62 +49271,0.64,Ideal,E,SI1,62.0,56.0,2089.0,5.57,5.53,3.44 +31078,0.33,Premium,G,VVS2,61.7,58.0,752.0,4.39,4.42,2.72 +18941,1.01,Premium,D,VS1,61.1,61.0,7785.0,6.46,6.4,3.93 +34259,0.3,Ideal,F,VVS1,61.7,56.0,857.0,4.33,4.35,2.68 +31786,0.42,Ideal,E,SI1,61.5,55.0,773.0,4.82,4.9,2.99 +23360,0.3,Ideal,G,SI1,60.9,57.0,422.0,4.34,4.39,2.66 +26164,2.11,Ideal,I,SI1,61.0,57.0,15486.0,8.37,8.29,5.08 +24868,2.02,Good,I,SI1,64.3,56.0,13286.0,7.85,7.99,5.09 +10311,1.05,Very Good,E,SI2,63.3,57.0,4763.0,6.5,6.46,4.1 +22828,1.01,Ideal,D,VVS2,61.1,57.0,10860.0,6.47,6.49,3.96 +41249,0.56,Premium,G,SI2,60.0,60.0,1208.0,5.48,5.42,3.11 +5710,0.25,Very Good,F,VVS2,61.8,58.0,575.0,4.05,4.07,2.51 +23731,1.54,Premium,H,VS2,61.9,59.0,11769.0,7.33,7.31,4.53 +14935,1.17,Ideal,I,VS1,62.2,53.0,6013.0,6.78,6.81,4.23 +32588,0.33,Ideal,E,VVS2,61.0,57.0,802.0,4.46,4.49,2.73 +43084,0.54,Very Good,E,SI1,62.1,59.0,1379.0,5.17,5.2,3.22 +49602,0.6,Ideal,E,VS2,62.3,53.8,2137.0,5.41,5.45,3.38 +21959,1.27,Premium,F,VS1,60.3,58.0,10028.0,7.06,7.04,4.25 +23445,1.51,Premium,H,VS2,62.3,59.0,11435.0,7.28,7.32,4.55 +13895,1.02,Ideal,E,SI1,62.2,57.0,5655.0,6.45,6.41,4.0 +4823,0.9,Premium,F,SI2,60.1,59.0,3704.0,6.31,6.24,3.77 +13001,1.0,Premium,H,VS2,62.4,59.0,5404.0,6.75,6.72,4.2 +1690,0.76,Ideal,E,SI1,62.5,57.0,3033.0,5.8,5.82,3.63 +41492,0.5,Good,E,SI1,64.6,54.0,1232.0,4.95,5.05,3.23 +41596,0.24,Ideal,H,VS2,61.1,56.0,391.0,3.99,4.03,2.45 +42646,0.4,Ideal,E,VVS1,61.7,57.0,1333.0,4.7,4.74,2.91 +15548,1.04,Very Good,G,VS2,63.4,55.0,6232.0,6.48,6.42,4.09 +15104,1.14,Ideal,D,SI1,60.9,56.0,6070.0,6.75,6.81,4.13 +10104,1.1,Very Good,F,SI2,59.1,57.0,4715.0,6.72,6.82,4.0 +48042,0.51,Good,G,VVS1,63.9,57.0,1925.0,5.06,5.08,3.24 +29667,0.35,Ideal,F,VS2,60.5,57.0,706.0,4.52,4.6,2.76 +12859,1.1,Ideal,G,SI2,62.1,58.0,5361.0,6.61,6.63,4.11 +21211,1.0,Ideal,F,VVS2,61.9,57.0,9354.0,6.47,6.42,3.99 +13534,1.0,Good,D,SI1,60.5,60.0,5546.0,6.37,6.42,3.87 +4203,1.01,Premium,F,SI2,60.2,61.0,3563.0,6.49,6.43,3.89 +33490,0.32,Ideal,F,VS2,62.3,56.0,828.0,4.4,4.37,2.73 +5767,0.9,Very Good,F,SI1,63.4,56.0,3898.0,6.06,6.12,3.86 +1550,0.72,Good,F,VS1,63.8,58.0,3002.0,5.68,5.63,3.61 +47370,0.5,Very Good,D,VS1,62.3,57.0,1847.0,5.04,5.07,3.15 +35606,0.31,Premium,H,VVS1,62.6,58.0,907.0,4.33,4.29,2.7 +5402,1.01,Premium,I,SI2,62.6,58.0,3818.0,6.43,6.38,4.01 +25342,1.58,Ideal,F,VS2,60.0,57.0,14044.0,7.58,7.52,4.53 +11729,0.34,Ideal,G,VS2,61.9,55.0,596.0,4.49,4.53,2.79 +9448,1.02,Very Good,F,SI1,63.0,58.0,4594.0,6.36,6.4,4.02 +37646,0.44,Premium,G,SI1,61.1,59.0,990.0,4.9,4.86,2.98 +2740,0.76,Ideal,D,VS2,63.0,56.0,3248.0,5.83,5.79,3.66 +20569,1.51,Fair,I,VS2,64.8,60.0,8879.0,7.18,7.1,4.63 +44513,0.54,Good,E,SI1,61.5,56.0,1600.0,5.22,5.26,3.23 +31735,0.4,Ideal,E,SI1,60.6,56.0,772.0,4.77,4.78,2.9 +419,0.3,Ideal,G,VS2,62.0,56.0,556.0,4.28,4.3,2.66 +38496,0.42,Ideal,D,VS2,62.1,54.0,1031.0,4.8,4.83,2.99 +1502,0.75,Very Good,E,SI1,63.6,56.0,2993.0,5.73,5.75,3.65 +50524,0.61,Very Good,F,VVS2,60.5,58.5,2274.0,5.44,5.64,3.34 +7070,0.33,Very Good,E,SI1,59.1,58.0,579.0,4.51,4.56,2.68 +47614,0.55,Very Good,H,VVS1,61.1,57.0,1881.0,5.26,5.35,3.24 +21228,1.5,Premium,F,SI2,61.4,60.0,9374.0,7.34,7.28,4.49 +2121,0.75,Ideal,E,VS2,62.0,56.0,3120.0,5.82,5.85,3.62 +1109,0.85,Ideal,G,SI2,62.0,57.0,2913.0,6.1,6.02,3.76 +32868,0.38,Ideal,I,VVS2,63.4,53.0,809.0,4.61,4.63,2.93 +3537,0.72,Ideal,E,SI1,60.8,57.0,3409.0,5.77,5.8,3.52 +27027,2.42,Premium,J,VS2,61.3,59.0,17168.0,8.61,8.58,5.27 +52478,0.77,Ideal,E,SI2,61.0,57.0,2519.0,5.91,5.93,3.61 +37435,0.33,Ideal,E,VVS1,61.7,56.0,984.0,4.46,4.48,2.76 +27083,2.14,Ideal,I,SI1,62.1,58.0,17213.0,8.21,8.26,5.11 +16338,1.1,Ideal,G,VS2,62.0,56.0,6534.0,6.6,6.68,4.12 +19730,1.52,Premium,I,SI1,61.2,60.0,8299.0,7.41,7.36,4.52 +21730,1.31,Very Good,F,VS1,59.1,60.0,9797.0,7.13,7.18,4.23 +30892,0.32,Very Good,E,VVS2,62.4,56.0,744.0,4.34,4.38,2.72 +42224,0.39,Premium,F,VVS1,59.7,58.0,1290.0,4.75,4.73,2.83 +13606,1.17,Good,D,SI2,60.4,65.0,5567.0,6.81,6.77,4.1 +1432,0.77,Ideal,D,SI2,60.6,56.0,2973.0,5.9,5.95,3.59 +45396,0.56,Premium,E,VS2,61.1,59.0,1668.0,5.34,5.27,3.24 +45377,0.7,Very Good,J,SI1,61.9,58.0,1666.0,5.64,5.67,3.5 +1305,0.76,Ideal,G,VS2,61.7,54.0,2954.0,5.88,5.92,3.64 +11480,0.92,Ideal,E,SI1,61.7,57.0,5014.0,6.24,6.27,3.86 +33067,0.32,Ideal,H,IF,61.2,57.0,814.0,4.41,4.44,2.71 +22811,2.0,Fair,I,SI2,65.9,57.0,10833.0,7.96,7.79,5.19 +28963,0.31,Premium,I,VS2,59.9,60.0,435.0,4.41,4.44,2.65 +37550,0.31,Ideal,E,VVS1,61.0,57.0,988.0,4.36,4.33,2.65 +20985,1.62,Premium,D,SI2,61.2,61.0,9199.0,7.6,7.53,4.63 +13284,1.3,Fair,J,SI1,66.0,57.1,5488.0,6.73,6.82,4.45 +36331,0.32,Premium,G,VVS2,61.2,59.0,936.0,4.44,4.39,2.7 +26676,0.3,Ideal,D,SI2,62.0,56.0,426.0,4.31,4.34,2.68 +35889,0.32,Ideal,G,IF,61.1,57.0,918.0,4.41,4.43,2.7 +46034,0.57,Premium,G,VS2,62.6,55.0,1728.0,5.31,5.26,3.31 +15957,1.0,Very Good,G,VS2,62.8,62.0,6386.0,6.28,6.33,3.96 +4162,0.72,Ideal,D,SI1,60.5,56.0,3550.0,5.79,5.84,3.52 +45600,0.58,Ideal,G,SI1,61.5,56.0,1690.0,5.35,5.38,3.3 +6725,0.27,Ideal,F,VS2,60.3,56.0,577.0,4.24,4.27,2.56 +32091,0.33,Premium,E,VS1,61.6,58.0,781.0,4.41,4.45,2.73 +17981,1.7,Ideal,H,SI2,62.1,57.0,7273.0,7.68,7.63,4.75 +41334,0.5,Good,F,SI1,59.6,58.0,1214.0,5.1,5.16,3.06 +51568,0.7,Good,F,SI2,64.1,59.0,2390.0,5.53,5.58,3.56 +42907,0.39,Premium,E,VVS1,60.7,58.0,1362.0,4.73,4.69,2.86 +36537,0.4,Premium,I,VS1,62.9,59.0,945.0,4.73,4.68,2.96 +43538,0.53,Ideal,I,VS1,62.3,56.0,1427.0,5.19,5.23,3.24 +47912,0.59,Very Good,G,VS1,57.4,63.0,1915.0,5.54,5.58,3.19 +47069,0.52,Ideal,D,VS2,61.3,56.0,1822.0,5.15,5.2,3.17 +27782,0.32,Very Good,H,VS2,63.1,55.0,648.0,4.36,4.33,2.74 +33019,0.33,Ideal,E,VVS2,60.9,56.0,814.0,4.45,4.48,2.72 +33569,0.43,Premium,D,SI1,61.1,59.0,830.0,4.83,4.89,2.97 +17906,1.26,Ideal,G,SI1,61.3,57.0,7230.0,6.94,6.99,4.27 +25475,1.5,Ideal,F,VS2,61.4,55.0,14242.0,7.35,7.44,4.54 +25264,1.52,Ideal,G,VS1,59.7,57.0,13903.0,7.5,7.48,4.47 +377,1.2,Fair,F,I1,64.6,56.0,2809.0,6.73,6.66,4.33 +42719,0.51,Very Good,E,SI1,60.3,63.0,1340.0,5.13,5.06,3.07 +48240,0.54,Ideal,G,VVS2,60.8,56.0,1950.0,5.31,5.28,3.22 +52383,0.62,Ideal,G,VVS2,62.6,57.0,2507.0,5.42,5.47,3.41 +6853,1.04,Very Good,G,SI2,62.7,57.0,4125.0,6.4,6.46,4.03 +37034,0.4,Premium,G,VS2,60.4,58.0,966.0,4.78,4.75,2.88 +41937,0.4,Ideal,D,VVS2,62.0,56.0,1263.0,4.71,4.74,2.93 +50227,0.54,Ideal,F,VVS2,61.0,54.0,2231.0,5.28,5.3,3.23 +41807,0.5,Premium,F,SI1,62.2,59.0,1250.0,5.07,5.03,3.14 +41818,0.43,Premium,F,VVS2,61.6,60.0,1250.0,4.86,4.82,2.98 +37511,0.34,Ideal,F,IF,62.3,54.0,985.0,4.48,4.51,2.8 +47786,0.6,Ideal,E,VS2,61.8,56.0,1897.0,5.41,5.46,3.36 +13977,1.27,Premium,I,SI1,60.9,59.0,5690.0,6.99,6.94,4.24 +12881,1.14,Very Good,H,SI1,62.9,59.0,5367.0,6.62,6.64,4.17 +45677,0.52,Ideal,E,VS2,61.7,57.0,1694.0,5.17,5.1,3.17 +52686,0.59,Ideal,G,IF,59.5,58.0,2551.0,5.49,5.57,3.29 +42189,0.5,Premium,G,SI1,62.8,61.0,1286.0,5.01,4.99,3.14 +52203,0.7,Very Good,G,VS2,63.1,58.0,2479.0,5.65,5.61,3.55 +29155,0.38,Very Good,G,VS1,61.9,54.0,693.0,4.65,4.69,2.89 +50149,0.7,Premium,E,SI2,61.1,61.0,2215.0,5.74,5.69,3.49 +2846,0.73,Ideal,G,VS1,61.5,56.0,3270.0,5.8,5.77,3.56 +2244,0.77,Ideal,G,VS1,62.2,56.0,3148.0,5.9,5.85,3.66 +17460,1.01,Good,F,VVS2,65.9,54.0,7001.0,6.18,6.27,4.1 +3811,0.73,Good,E,VS1,59.0,61.0,3466.0,5.88,5.92,3.48 +25946,2.13,Premium,J,VS2,59.6,59.0,15110.0,8.43,8.37,5.01 +49984,0.6,Ideal,G,VVS2,61.2,56.0,2190.0,5.43,5.45,3.33 +24411,1.53,Very Good,G,VS1,62.8,56.0,12654.0,7.31,7.37,4.61 +45155,0.5,Ideal,D,SI1,60.9,57.0,1654.0,5.18,5.14,3.14 +32103,0.33,Ideal,D,VS2,61.9,56.0,781.0,4.42,4.44,2.74 +51219,0.59,Ideal,D,VS2,60.9,57.0,2352.0,5.42,5.48,3.32 +6400,1.01,Premium,G,SI2,63.0,58.0,4038.0,6.34,6.29,3.98 +31392,0.3,Good,E,VVS1,57.8,60.0,763.0,4.45,4.48,2.58 +32581,0.32,Good,E,VVS1,59.4,61.0,801.0,4.45,4.48,2.65 +32294,0.3,Ideal,H,VS2,61.4,57.0,454.0,4.33,4.36,2.67 +25939,1.5,Premium,D,VS2,61.8,60.0,15102.0,7.3,7.37,4.53 +43233,0.5,Very Good,E,VS2,63.2,56.0,1397.0,5.06,5.03,3.19 +37582,0.32,Premium,F,VVS1,61.9,59.0,990.0,4.39,4.34,2.7 +5859,0.91,Premium,H,VS2,59.6,60.0,3921.0,6.25,6.29,3.74 +20871,1.63,Very Good,I,SI1,62.0,54.0,9090.0,7.6,7.67,4.73 +49265,0.62,Fair,F,VVS2,57.1,60.0,2088.0,5.65,5.7,3.24 +32453,0.32,Premium,F,VVS2,61.8,59.0,793.0,4.42,4.38,2.72 +1930,1.01,Premium,H,SI2,59.4,62.0,3083.0,6.47,6.43,3.83 +25884,2.01,Good,I,SI1,58.5,62.0,14998.0,8.24,8.31,4.84 +44328,0.33,Ideal,H,VS2,60.7,57.0,521.0,4.45,4.48,2.71 +3764,1.05,Premium,J,SI2,60.9,60.0,3457.0,6.59,6.51,3.99 +35306,0.36,Premium,G,SI2,59.3,59.0,473.0,4.62,4.66,2.75 +6682,0.9,Ideal,H,SI2,61.8,57.0,4101.0,6.17,6.19,3.82 +15068,1.21,Premium,H,VS1,61.2,60.0,6056.0,6.77,6.86,4.17 +9921,1.01,Very Good,F,SI2,62.5,58.0,4690.0,6.39,6.41,4.0 +24472,1.51,Premium,D,SI1,59.6,58.0,12738.0,7.51,7.48,4.47 +47360,0.54,Very Good,H,VVS1,62.0,57.0,1846.0,5.2,5.25,3.24 +24969,2.1,Ideal,J,VS2,61.5,61.0,13462.0,8.21,8.16,5.03 +48563,0.55,Ideal,G,VS1,60.9,55.0,1991.0,5.34,5.37,3.26 +46295,0.3,Good,E,VS2,63.3,55.0,526.0,4.26,4.3,2.71 +26711,0.32,Very Good,G,VS1,62.1,56.0,645.0,4.4,4.43,2.74 +39305,0.44,Ideal,H,SI1,60.9,57.0,1069.0,4.92,4.9,2.99 +16647,1.22,Ideal,H,SI1,61.8,57.0,6654.0,6.83,6.85,4.23 +30815,0.39,Good,G,VS2,60.3,60.6,743.0,4.7,4.71,2.84 +901,0.73,Premium,E,VS1,62.6,60.0,2876.0,5.68,5.75,3.58 +24702,0.3,Ideal,H,VVS1,62.5,53.8,639.0,4.31,4.33,2.69 +46370,0.57,Premium,F,VS2,60.4,60.0,1760.0,5.36,5.31,3.22 +38123,0.3,Premium,G,VVS1,60.7,58.0,1013.0,4.36,4.34,2.64 +16487,1.29,Premium,H,SI1,61.6,57.0,6588.0,7.02,6.97,4.31 +40089,0.33,Premium,H,IF,61.8,60.0,1114.0,4.44,4.4,2.73 +5845,0.92,Very Good,F,SI1,63.8,56.0,3920.0,6.12,6.17,3.92 +32104,0.33,Premium,D,VS2,61.2,58.0,781.0,4.41,4.44,2.71 +50017,0.7,Very Good,F,SI1,62.4,56.0,2196.0,5.64,5.7,3.54 +2114,0.87,Ideal,H,VS2,61.7,57.0,3118.0,6.14,6.09,3.77 +3921,0.56,Ideal,D,VVS1,61.9,56.0,3496.0,5.32,5.28,3.28 +48935,0.57,Ideal,D,VS1,61.6,55.0,2043.0,5.33,5.39,3.3 +50653,0.31,Premium,H,VS1,62.4,58.0,544.0,4.32,4.36,2.71 +32031,0.39,Premium,E,SI2,60.7,62.0,778.0,4.74,4.72,2.87 +50934,0.7,Premium,D,SI2,62.1,60.0,2319.0,5.73,5.71,3.55 +18426,1.09,Good,D,VS1,63.9,57.0,7493.0,6.57,6.49,4.17 +18070,1.03,Ideal,F,VS1,60.7,56.0,7296.0,6.54,6.6,3.99 +22603,1.51,Ideal,I,VS1,63.2,57.0,10655.0,7.4,7.28,4.62 +50157,0.72,Premium,I,VS2,60.9,60.0,2216.0,5.76,5.8,3.52 +11374,0.34,Ideal,G,VS2,61.5,55.0,596.0,4.47,4.5,2.76 +29084,0.36,Premium,G,SI1,61.8,59.0,689.0,4.57,4.55,2.82 +21127,1.21,Ideal,H,VVS2,61.1,56.0,9290.0,6.85,6.89,4.2 +37658,0.42,Premium,F,SI1,60.0,59.0,992.0,4.88,4.85,2.92 +17591,1.29,Ideal,G,VS2,62.9,57.0,7080.0,6.91,6.89,4.34 +33530,0.35,Very Good,E,VS1,62.3,60.0,829.0,4.5,4.52,2.81 +25495,1.53,Very Good,E,VS2,61.2,60.0,14282.0,7.49,7.4,4.56 +5416,1.02,Premium,G,SI2,62.3,58.1,3822.0,6.41,6.38,4.0 +14401,1.01,Good,F,VS2,63.1,59.0,5817.0,6.31,6.37,4.0 +24772,2.0,Premium,H,SI2,61.5,61.0,13134.0,8.13,8.1,4.99 +29673,0.28,Very Good,F,VVS2,61.1,57.0,707.0,4.24,4.27,2.6 +17366,1.01,Good,E,VS2,63.9,59.0,6968.0,6.34,6.31,4.04 +23334,1.53,Very Good,F,VS1,63.2,58.0,11379.0,7.33,7.3,4.62 +1680,0.7,Very Good,F,VVS2,58.5,60.0,3028.0,5.82,5.94,3.44 +37127,0.52,Ideal,D,I1,61.1,57.0,971.0,5.18,5.2,3.17 +48746,0.7,Premium,G,SI1,59.9,58.0,2016.0,5.8,5.68,3.44 +30303,0.3,Very Good,G,VS1,63.4,55.0,725.0,4.32,4.26,2.72 +42469,0.55,Very Good,G,SI1,60.1,61.0,1316.0,5.32,5.29,3.19 +42621,0.32,Ideal,I,VS1,62.3,57.0,505.0,4.37,4.42,2.74 +45620,0.55,Ideal,F,VS2,61.1,57.0,1692.0,5.27,5.3,3.23 +21764,1.5,Premium,I,VS1,61.6,59.0,9828.0,7.32,7.26,4.49 +7871,0.9,Good,G,VS2,63.7,60.0,4309.0,6.02,5.98,3.82 +37166,0.32,Ideal,D,VS2,61.1,56.0,972.0,4.41,4.39,2.69 +38178,0.4,Ideal,F,VVS2,61.5,59.0,1015.0,4.75,4.81,2.94 +29499,0.32,Very Good,E,VS2,62.8,54.0,702.0,4.35,4.38,2.74 +25465,1.4,Ideal,G,VVS2,62.0,56.0,14231.0,7.18,7.13,4.44 +46158,0.5,Ideal,E,VS2,62.1,54.0,1746.0,5.13,5.11,3.18 +7258,0.7,Good,D,VVS1,59.2,59.0,4198.0,5.76,5.79,3.42 +2017,0.9,Fair,G,SI2,64.7,58.0,3104.0,5.94,6.03,3.87 +24733,1.51,Premium,F,VS2,62.1,59.0,13074.0,7.37,7.26,4.54 +22264,1.54,Premium,E,SI1,62.7,58.0,10314.0,7.37,7.3,4.6 +5305,1.02,Fair,I,SI2,65.5,57.0,3802.0,6.19,6.24,4.07 +45682,0.53,Ideal,G,VS1,61.9,55.0,1695.0,5.22,5.25,3.24 +37889,0.33,Ideal,D,VS1,61.3,55.0,1006.0,4.46,4.48,2.74 +37733,0.45,Ideal,F,SI2,62.5,57.0,996.0,4.9,4.86,3.05 +26613,2.11,Very Good,I,VS2,60.3,60.5,16363.0,8.22,8.29,4.98 +29047,0.4,Good,E,SI1,63.9,58.0,687.0,4.63,4.67,2.97 +9288,0.92,Ideal,H,VS2,62.2,55.0,4568.0,6.21,6.27,3.88 +12652,1.22,Ideal,J,VS2,62.1,58.0,5297.0,6.82,6.84,4.24 +4582,1.02,Premium,J,VS2,58.9,60.0,3651.0,6.57,6.53,3.86 +24094,1.75,Ideal,I,VS2,61.0,56.0,12238.0,7.82,7.75,4.75 +24115,2.31,Premium,H,SI2,62.1,58.0,12269.0,8.55,8.47,5.29 +4318,0.9,Good,E,SI2,61.6,61.0,3595.0,6.12,6.16,3.78 +9173,1.0,Good,D,SI2,62.2,61.0,4543.0,6.3,6.36,3.94 +20889,1.52,Premium,I,VS2,62.6,59.0,9108.0,7.34,7.19,4.55 +44301,0.5,Fair,F,VS1,65.0,55.0,1577.0,5.01,4.96,3.24 +19895,2.25,Very Good,J,SI2,60.6,63.0,8442.0,8.45,8.38,5.1 +23559,2.01,Very Good,J,SI1,63.4,57.0,11566.0,7.97,7.89,5.03 +41161,0.38,Ideal,F,VVS1,61.9,54.0,1200.0,4.67,4.7,2.9 +3722,0.36,Good,H,VS2,63.5,54.0,568.0,4.55,4.59,2.9 +9585,1.0,Very Good,D,SI2,63.2,57.0,4628.0,6.24,6.32,3.97 +1166,0.81,Premium,F,SI1,61.2,56.0,2926.0,6.03,6.0,3.68 +38483,0.42,Ideal,F,VS1,61.3,57.0,1031.0,4.8,4.85,2.96 +33601,0.31,Very Good,G,SI1,58.8,62.0,462.0,4.39,4.42,2.59 +31903,0.3,Premium,G,VS1,62.9,58.0,776.0,4.32,4.27,2.7 +32403,0.37,Premium,F,SI1,62.5,58.0,791.0,4.57,4.52,2.84 +45479,0.52,Ideal,D,VS2,60.3,56.0,1677.0,5.24,5.27,3.17 +6784,1.13,Fair,H,SI2,64.4,58.0,4113.0,6.59,6.51,4.22 +31066,0.27,Ideal,D,VVS1,61.7,57.0,752.0,4.2,4.16,2.58 +975,0.82,Good,G,SI2,59.9,62.0,2893.0,6.02,6.04,3.61 +32951,0.25,Ideal,G,VS1,62.3,53.0,460.0,4.02,4.07,2.52 +13503,1.21,Premium,J,VS2,60.2,57.0,5541.0,6.97,6.91,4.18 +52796,0.7,Very Good,E,SI1,59.1,62.0,2569.0,5.74,5.8,3.41 +52673,0.71,Ideal,E,SI2,62.7,56.0,2550.0,5.68,5.71,3.57 +3068,0.81,Premium,F,SI1,61.6,58.0,3311.0,5.96,5.92,3.66 +15701,0.29,Ideal,H,IF,62.1,55.0,607.0,4.26,4.29,2.65 +16034,0.3,Premium,I,VS1,62.9,58.0,608.0,4.29,4.26,2.69 +51093,0.7,Ideal,G,SI1,61.1,55.0,2335.0,5.72,5.76,3.51 +35969,0.3,Ideal,G,SI1,62.3,58.0,477.0,4.26,4.28,2.66 +39451,0.5,Very Good,E,SI2,62.8,55.0,1077.0,5.05,5.08,3.18 +38252,0.31,Very Good,J,VS2,62.3,60.0,380.0,4.29,4.34,2.69 +2581,0.7,Premium,D,VS1,62.9,59.0,3214.0,5.72,5.66,3.58 +27947,0.31,Premium,G,SI1,61.8,58.0,431.0,4.32,4.35,2.68 +36032,0.41,Premium,G,SI1,61.7,59.0,923.0,4.73,4.71,2.91 +52171,0.5,Ideal,D,VVS2,62.5,53.0,2475.0,5.05,5.13,3.18 +41022,0.44,Very Good,F,VVS1,62.1,60.0,1187.0,4.84,4.92,3.03 +34131,0.4,Ideal,I,VVS1,62.3,56.0,854.0,4.67,4.7,2.92 +33755,0.31,Ideal,F,VVS1,62.2,53.0,840.0,4.35,4.37,2.71 +908,0.79,Very Good,F,SI1,62.8,59.0,2878.0,5.86,5.89,3.69 +6342,1.0,Fair,G,VS2,44.0,53.0,4032.0,6.31,6.24,4.12 +16940,1.47,Very Good,J,VS2,62.5,59.0,6763.0,7.18,7.23,4.5 +2089,0.71,Very Good,E,VS1,59.8,58.0,3112.0,5.78,5.82,3.47 +7891,1.21,Very Good,J,SI1,62.7,57.0,4312.0,6.72,6.77,4.23 +3136,0.82,Ideal,E,SI2,60.9,56.0,3328.0,6.06,6.12,3.71 +27557,2.07,Ideal,F,SI2,61.5,55.0,18344.0,8.23,8.28,5.08 +17570,1.1,Ideal,G,VS2,62.5,54.0,7074.0,6.59,6.62,4.12 +50800,0.71,Premium,E,SI2,61.1,58.0,2306.0,5.76,5.73,3.51 +45453,0.71,Very Good,J,VS2,62.1,58.0,1675.0,5.71,5.73,3.55 +32814,0.34,Very Good,D,VS2,62.9,55.0,805.0,4.43,4.47,2.8 +2757,0.83,Good,E,SI1,63.7,59.0,3250.0,5.95,5.89,3.77 +15899,1.07,Premium,G,VS2,62.1,58.0,6355.0,6.55,6.59,4.08 +24912,1.51,Ideal,G,VS2,62.0,56.0,13355.0,7.35,7.32,4.55 +51986,0.25,Very Good,F,VVS2,59.3,59.0,548.0,4.15,4.18,2.47 +39490,0.41,Very Good,E,VS1,62.0,57.0,1079.0,4.74,4.77,2.95 +47833,0.52,Ideal,G,VVS2,62.2,56.0,1906.0,5.13,5.16,3.2 +24076,2.18,Very Good,I,SI2,63.3,58.0,12220.0,8.22,8.18,5.19 +52606,0.61,Ideal,G,VVS1,62.7,58.0,2544.0,5.39,5.43,3.39 +14409,1.0,Good,E,VS2,63.7,56.0,5819.0,6.37,6.34,4.05 +51397,0.73,Very Good,I,VS2,62.2,57.0,2369.0,5.75,5.76,3.58 +20489,1.5,Good,E,SI1,64.1,56.0,8820.0,7.21,7.14,4.6 +37999,0.43,Ideal,G,VS1,61.3,57.0,1008.0,4.88,4.85,2.98 +41682,0.54,Premium,H,SI1,61.0,58.0,1240.0,5.27,5.23,3.2 +12457,1.08,Ideal,D,SI2,60.2,57.0,5247.0,6.63,6.67,4.0 +17234,1.13,Ideal,G,VS2,62.7,56.0,6891.0,6.61,6.65,4.16 +47088,0.7,Good,J,SI2,61.2,64.0,1824.0,5.68,5.73,3.49 +32722,0.31,Premium,F,VS2,62.7,59.0,802.0,4.34,4.3,2.71 +2102,0.7,Good,E,VS2,60.3,60.0,3115.0,5.69,5.75,3.45 +48594,0.7,Good,I,SI1,63.6,55.0,1995.0,5.62,5.58,3.56 +33199,0.3,Ideal,G,VVS2,62.9,55.0,819.0,4.31,4.28,2.7 +32174,0.3,Good,D,VVS2,63.5,58.0,787.0,4.23,4.31,2.71 +50393,0.76,Ideal,F,SI2,61.6,57.0,2253.0,5.91,5.85,3.62 +40906,0.5,Premium,D,SI2,58.5,60.0,1178.0,5.21,5.19,3.04 +10853,1.01,Very Good,H,SI1,63.6,56.0,4873.0,6.31,6.37,4.03 +41896,0.51,Good,G,SI1,63.7,55.0,1259.0,5.1,5.07,3.24 +31489,0.34,Ideal,G,VS2,61.4,57.0,765.0,4.51,4.48,2.76 +35529,0.38,Ideal,E,VS1,61.7,53.0,905.0,4.69,4.71,2.9 +292,0.57,Ideal,F,VVS2,61.9,55.0,2797.0,5.34,5.35,3.31 +968,1.19,Fair,H,I1,65.1,59.0,2892.0,6.62,6.55,4.29 +17894,1.0,Ideal,G,VS1,62.5,54.0,7223.0,6.41,6.45,4.02 +11827,1.08,Ideal,E,SI1,62.6,57.0,5096.0,6.53,6.56,4.1 +17041,0.28,Very Good,E,VVS1,60.9,60.0,612.0,4.25,4.26,2.59 +12019,1.0,Premium,F,SI1,61.8,58.0,5151.0,6.44,6.37,3.96 +50213,0.8,Good,D,SI2,64.0,60.0,2229.0,5.91,5.81,3.75 +28955,0.25,Very Good,F,VS1,61.2,59.0,435.0,4.02,4.05,2.47 +23965,1.7,Ideal,I,VS1,60.1,57.0,12099.0,7.8,7.77,4.68 +23035,0.33,Premium,G,SI1,61.1,59.0,631.0,4.45,4.42,2.71 +43035,0.55,Premium,F,SI1,60.1,58.0,1374.0,5.34,5.3,3.2 +26039,0.32,Very Good,H,VVS2,61.6,55.0,645.0,4.42,4.44,2.73 +50540,0.77,Premium,I,VS2,61.6,58.0,2275.0,5.92,5.96,3.66 +9400,1.03,Premium,F,SI2,61.4,57.0,4586.0,6.6,6.53,4.03 +41824,0.51,Premium,H,SI1,61.6,56.0,1250.0,5.19,5.14,3.18 +8516,1.0,Ideal,F,SI2,61.3,57.0,4425.0,6.4,6.46,3.94 +36494,0.39,Very Good,F,VVS2,63.3,56.0,944.0,4.63,4.66,2.94 +16546,1.37,Very Good,G,SI2,62.8,57.0,6609.0,7.06,7.12,4.45 +16474,1.02,Very Good,E,VS2,63.3,57.0,6582.0,6.37,6.43,4.05 +32993,0.38,Premium,I,VS2,61.5,58.0,812.0,4.62,4.61,2.84 +27638,1.72,Very Good,E,VS2,63.4,56.0,18557.0,7.65,7.55,4.82 +14427,1.0,Ideal,G,VS2,62.3,56.0,5824.0,6.38,6.36,3.97 +6990,0.9,Premium,H,VS2,61.3,59.0,4155.0,6.19,6.24,3.81 +8880,1.08,Premium,G,SI1,61.2,59.0,4485.0,6.61,6.66,4.06 +2004,0.81,Ideal,E,SI2,62.1,55.0,3101.0,5.94,5.98,3.7 +9167,1.02,Premium,F,SI2,61.1,59.0,4541.0,6.45,6.41,3.93 +47601,0.52,Ideal,G,VVS2,60.8,57.0,1878.0,5.2,5.17,3.15 +40054,0.38,Premium,E,VS2,62.2,59.0,1112.0,4.67,4.63,2.89 +2893,0.91,Very Good,G,SI2,63.2,61.0,3282.0,6.27,6.01,3.88 +21314,1.51,Premium,I,VS1,62.3,60.0,9467.0,7.28,7.32,4.55 +49391,0.59,Ideal,D,VS2,61.9,56.0,2103.0,5.39,5.34,3.32 +13227,1.06,Ideal,G,SI1,62.9,56.0,5461.0,6.52,6.49,4.09 +34649,0.31,Ideal,E,VS2,62.0,56.0,872.0,4.37,4.34,2.7 +18038,0.35,Very Good,E,SI1,62.7,57.0,614.0,4.47,4.52,2.82 +5340,1.0,Ideal,I,SI2,60.9,57.0,3811.0,6.43,6.47,3.93 +23682,1.14,Very Good,F,VVS1,62.2,55.9,11737.0,6.67,6.69,4.16 +28096,0.31,Premium,F,SI1,60.7,58.0,663.0,4.38,4.35,2.65 +35720,0.3,Premium,D,VS2,60.4,59.0,911.0,4.35,4.32,2.62 +27213,2.29,Premium,H,VS2,61.6,60.0,17539.0,8.45,8.43,5.2 +4655,1.0,Fair,F,SI1,66.7,57.0,3669.0,6.07,5.99,4.02 +17156,1.09,Ideal,E,SI1,61.8,55.0,6849.0,6.65,6.58,4.09 +46352,0.51,Ideal,E,VS1,60.9,56.0,1759.0,5.16,5.22,3.16 +37430,0.33,Ideal,G,IF,61.6,53.0,984.0,4.43,4.47,2.74 +30053,0.41,Premium,G,SI1,62.5,58.0,719.0,4.75,4.78,2.98 +53922,0.7,Very Good,E,VS2,62.8,60.0,2755.0,5.59,5.65,3.53 +47815,0.73,Ideal,J,SI1,62.0,56.0,1902.0,5.74,5.78,3.57 +39542,0.4,Premium,F,VS2,61.0,59.0,1080.0,4.76,4.71,2.89 +37317,0.39,Ideal,D,VS1,61.8,57.0,979.0,4.68,4.7,2.9 +2370,0.77,Ideal,G,VS1,62.4,54.0,3176.0,5.89,5.93,3.69 +243,1.01,Premium,H,SI2,62.7,59.0,2788.0,6.31,6.22,3.93 +11433,1.17,Premium,H,SI1,62.3,57.0,5004.0,6.75,6.71,4.19 +35471,0.33,Ideal,H,VVS1,62.5,56.0,901.0,4.44,4.42,2.77 +21261,1.24,Premium,F,VS2,62.2,58.0,9411.0,6.89,6.84,4.27 +1633,0.7,Ideal,E,VS1,62.7,57.0,3016.0,5.65,5.7,3.56 +22283,1.7,Ideal,H,VS2,62.8,55.0,10333.0,7.61,7.54,4.76 +50348,0.58,Ideal,F,VS1,60.4,57.0,2245.0,5.42,5.37,3.26 +43274,0.3,Very Good,I,SI1,63.3,59.0,506.0,4.3,4.23,2.7 +48357,0.56,Ideal,D,VS2,61.6,56.0,1963.0,5.27,5.31,3.26 +39972,0.39,Very Good,F,VVS1,60.8,57.0,1107.0,4.72,4.75,2.88 +10239,1.02,Ideal,H,SI1,62.5,57.0,4746.0,6.41,6.46,4.02 +18807,1.51,Premium,G,SI2,62.4,57.0,7695.0,7.35,7.29,4.57 +32959,0.31,Ideal,J,VVS1,62.4,54.0,461.0,4.32,4.35,2.7 +24747,1.71,Premium,I,VS1,60.7,60.0,13097.0,7.74,7.71,4.69 +28939,0.3,Very Good,G,VVS2,62.9,55.0,684.0,4.3,4.32,2.71 +38860,0.4,Premium,F,VS1,60.4,59.0,1050.0,4.76,4.75,2.87 +21237,1.5,Very Good,G,SI2,63.1,57.0,9384.0,7.29,7.25,4.59 +22005,2.52,Fair,G,I1,66.9,57.0,10076.0,8.39,8.33,5.6 +34495,0.32,Ideal,F,VVS1,61.5,56.0,867.0,4.41,4.43,2.72 +12772,1.51,Premium,J,SI2,59.7,62.0,5327.0,7.46,7.42,4.44 +12260,1.26,Premium,I,SI2,60.1,59.0,5207.0,7.03,6.99,4.21 +48561,0.64,Ideal,D,SI1,62.1,57.0,1991.0,5.52,5.49,3.42 +53654,0.72,Ideal,F,SI1,61.7,59.0,2706.0,5.75,5.79,3.56 +41980,0.55,Ideal,F,SI2,61.2,56.0,1263.0,5.29,5.23,3.22 +16842,1.0,Premium,E,VS2,62.8,60.0,6720.0,6.36,6.32,3.98 +34510,0.33,Ideal,G,VVS1,62.3,55.0,868.0,4.43,4.46,2.77 +91,0.7,Ideal,E,SI1,62.5,57.0,2757.0,5.7,5.72,3.57 +15345,1.01,Premium,F,VS2,60.7,60.0,6159.0,6.51,6.58,3.97 +13024,0.31,Good,E,VS1,59.0,63.0,600.0,4.44,4.47,2.63 +42135,0.5,Premium,D,SI2,62.1,57.0,1279.0,5.12,5.09,3.17 +18718,0.3,Very Good,G,VS1,62.9,55.0,620.0,4.25,4.27,2.68 +31967,0.26,Ideal,D,VS1,62.0,55.0,452.0,4.1,4.12,2.55 +19155,1.51,Very Good,D,SI2,63.2,59.0,7915.0,7.25,7.18,4.56 +1713,0.4,Good,H,SI2,63.7,59.0,561.0,4.64,4.69,2.97 +29461,0.32,Ideal,E,VS2,62.2,56.0,702.0,4.37,4.41,2.73 +8565,1.01,Very Good,G,SI2,62.1,60.0,4435.0,6.38,6.35,3.95 +13792,1.19,Very Good,F,SI2,58.8,60.0,5622.0,6.93,6.98,4.09 +3865,0.9,Premium,G,SI2,62.4,55.0,3478.0,6.17,6.13,3.84 +19433,1.5,Very Good,I,SI1,63.5,59.0,8081.0,7.16,7.08,4.52 +26280,2.02,Good,I,VS1,65.5,57.0,15765.0,7.88,7.96,5.19 +2395,0.32,Very Good,H,VS1,62.8,55.0,561.0,4.35,4.41,2.75 +38886,0.4,Ideal,D,VS2,61.6,57.0,1050.0,4.77,4.71,2.92 +16867,1.07,Premium,G,VS1,62.0,58.0,6730.0,6.59,6.53,4.07 +7488,1.02,Premium,F,SI2,62.0,59.0,4238.0,6.42,6.33,3.95 +17507,1.32,Ideal,E,SI2,62.7,56.0,7037.0,7.03,6.97,4.39 +44413,0.52,Ideal,G,VS2,61.2,56.0,1586.0,5.16,5.2,3.17 +44040,0.97,Fair,G,I1,57.2,60.0,1547.0,6.59,6.36,3.72 +31792,0.42,Good,E,SI1,63.4,56.0,773.0,4.74,4.82,3.03 +53599,0.71,Ideal,J,SI1,60.6,57.0,2700.0,5.78,5.83,3.52 +38584,0.46,Fair,G,VS1,58.0,66.0,1035.0,5.08,5.03,2.93 +12301,1.09,Premium,H,SI1,62.4,59.0,5219.0,6.53,6.48,4.06 +3724,0.36,Good,I,VS1,63.3,56.0,568.0,4.51,4.56,2.87 +28023,0.3,Ideal,F,VS1,61.4,56.0,658.0,4.33,4.37,2.67 +47713,0.5,Very Good,G,VVS1,63.3,53.0,1885.0,5.06,5.09,3.21 +43367,0.43,Ideal,G,VVS2,60.9,57.0,1408.0,4.86,4.89,2.97 +10091,1.02,Good,E,SI2,63.2,56.0,4712.0,6.37,6.41,4.04 +31626,0.3,Ideal,H,SI1,61.3,58.0,450.0,4.3,4.34,2.65 +18195,1.51,Good,D,SI2,61.7,65.0,7384.0,7.31,7.38,4.53 +6617,0.9,Premium,H,VS2,62.0,57.0,4082.0,6.16,6.1,3.8 +4004,0.71,Ideal,D,VS1,60.9,57.0,3518.0,5.74,5.76,3.5 +53038,0.7,Very Good,F,VS1,62.4,56.0,2604.0,5.62,5.7,3.53 +5173,1.02,Good,D,SI2,58.9,65.0,3773.0,6.54,6.59,3.87 +21327,1.01,Very Good,F,VVS1,62.8,59.0,9474.0,6.37,6.43,4.02 +39042,0.36,Ideal,F,IF,62.5,54.0,1056.0,4.54,4.58,2.85 +16608,1.27,Ideal,H,SI1,61.7,57.0,6635.0,6.95,6.93,4.28 +23008,1.52,Premium,H,VS2,61.1,59.0,11066.0,7.45,7.38,4.53 +45925,0.53,Ideal,E,VS2,62.4,56.0,1721.0,5.16,5.2,3.23 +21380,0.34,Ideal,D,SI1,60.4,57.0,626.0,4.51,4.53,2.73 +21136,1.56,Ideal,I,VS2,62.5,57.0,9295.0,7.4,7.36,4.63 +14402,0.95,Good,G,VVS2,57.7,59.7,5817.0,6.5,6.58,3.77 +25844,1.71,Very Good,H,VVS2,61.2,62.0,14893.0,7.59,7.65,4.66 +9056,0.34,Ideal,I,SI1,62.8,57.0,589.0,4.45,4.43,2.79 +7626,1.01,Very Good,H,SI2,61.5,62.0,4262.0,6.35,6.44,3.93 +51383,0.71,Very Good,H,VS2,61.8,58.0,2368.0,5.66,5.7,3.51 +10665,1.2,Fair,J,SI1,65.2,58.0,4838.0,6.67,6.58,4.32 +51348,0.8,Good,G,SI2,62.8,58.0,2363.0,5.86,5.9,3.69 +28791,0.37,Premium,I,VVS1,62.4,58.0,681.0,4.55,4.58,2.85 +13568,1.01,Ideal,G,SI1,62.7,57.0,5555.0,6.3,6.34,3.96 +11647,1.2,Premium,J,VS2,62.6,57.0,5053.0,6.8,6.72,4.23 +26730,0.32,Premium,G,VS1,61.0,59.0,645.0,4.39,4.43,2.69 +51150,0.71,Premium,F,SI2,62.0,59.0,2343.0,5.68,5.65,3.51 +33204,0.35,Ideal,G,VVS2,61.8,55.0,820.0,4.53,4.56,2.81 +1091,0.71,Ideal,G,VS2,60.6,56.0,2911.0,5.76,5.8,3.5 +27846,0.31,Very Good,E,SI1,63.4,55.0,651.0,4.29,4.26,2.71 +45015,0.54,Ideal,G,VS2,61.9,57.0,1637.0,5.23,5.18,3.22 +11657,1.02,Ideal,G,SI1,62.8,57.0,5055.0,6.38,6.35,4.0 +14470,1.02,Ideal,E,SI1,62.2,54.7,5840.0,6.44,6.47,4.01 +35660,0.31,Premium,G,VVS2,62.9,58.0,907.0,4.31,4.27,2.7 +12750,1.1,Very Good,D,SI2,61.1,58.0,5320.0,6.61,6.69,4.06 +48585,0.54,Ideal,D,VS2,62.6,57.0,1993.0,5.24,5.18,3.26 +16205,1.21,Ideal,G,VS2,61.7,56.0,6478.0,6.85,6.83,4.22 +28474,0.32,Premium,G,VS2,60.1,61.0,672.0,4.44,4.41,2.66 +45503,0.57,Good,F,VS2,60.0,61.0,1680.0,5.36,5.43,3.24 +32806,0.34,Ideal,E,VS1,61.0,57.0,805.0,4.49,4.52,2.75 +21920,1.5,Very Good,G,SI1,62.8,57.0,9996.0,7.19,7.3,4.55 +5827,1.01,Fair,E,SI2,57.9,57.0,3916.0,6.51,6.55,3.78 +51773,0.71,Premium,F,SI2,59.6,59.0,2409.0,5.79,5.75,3.44 +5661,1.0,Ideal,I,SI2,60.9,57.0,3881.0,6.47,6.43,3.93 +25450,1.64,Premium,G,VS2,62.4,58.0,14201.0,7.49,7.52,4.68 +19911,1.21,Premium,G,VS1,62.7,58.0,8456.0,6.79,6.74,4.24 +23011,0.35,Premium,E,SI2,61.5,59.0,630.0,4.56,4.52,2.79 +47945,0.55,Ideal,I,VVS1,61.6,55.0,1916.0,5.26,5.3,3.25 +42374,0.5,Ideal,F,SI1,62.0,55.0,1304.0,5.08,5.12,3.16 +50437,0.77,Good,H,SI2,58.6,64.0,2262.0,6.01,5.93,3.5 +9262,0.92,Ideal,D,SI1,62.2,56.0,4561.0,6.23,6.27,3.89 +4359,1.1,Premium,I,SI2,62.9,59.0,3604.0,6.6,6.53,4.13 +32076,0.32,Ideal,F,VS2,61.4,55.0,781.0,4.42,4.44,2.72 +48828,0.71,Premium,H,SI2,62.4,56.0,2028.0,5.7,5.64,3.54 +48511,0.58,Ideal,F,VS1,62.1,56.0,1983.0,5.32,5.38,3.32 +28306,0.3,Very Good,H,SI1,60.9,59.0,432.0,4.29,4.31,2.62 +28519,0.32,Very Good,I,IF,61.9,59.0,673.0,4.37,4.39,2.71 +30045,0.47,Fair,F,SI2,67.6,57.0,719.0,4.81,4.72,3.23 +32958,0.24,Very Good,E,VS1,62.4,56.0,461.0,3.96,3.97,2.47 +5637,1.02,Very Good,J,SI1,63.1,60.0,3879.0,6.35,6.4,4.02 +46887,0.54,Premium,F,VS2,62.4,55.0,1814.0,5.23,5.19,3.25 +19269,1.09,Ideal,G,VS1,61.7,54.0,7992.0,6.65,6.7,4.12 +34755,0.41,Premium,H,SI1,60.9,60.0,876.0,4.83,4.79,2.93 +40521,0.52,Very Good,E,SI2,61.1,57.0,1146.0,5.2,5.24,3.19 +7674,1.09,Premium,I,SI1,61.7,59.0,4273.0,6.59,6.53,4.05 +52853,0.7,Good,G,VS1,63.5,61.0,2577.0,5.6,5.64,3.57 +34191,0.33,Ideal,F,VS2,61.2,54.0,854.0,4.49,4.47,2.74 +31153,0.41,Premium,F,SI1,61.8,58.0,755.0,4.75,4.76,2.94 +31895,0.3,Premium,G,VS1,60.0,60.0,776.0,4.33,4.3,2.59 +47259,0.5,Very Good,G,VVS1,60.9,57.0,1843.0,5.1,5.15,3.12 +49308,0.3,Ideal,I,VVS1,61.8,54.0,540.0,4.32,4.35,2.68 +20761,1.08,Premium,D,VS1,61.0,59.0,8999.0,6.66,6.61,4.05 +40899,0.41,Ideal,D,VS2,61.7,55.0,1177.0,4.8,4.76,2.95 +43647,0.6,Premium,H,SI1,62.0,56.0,1433.0,5.44,5.4,3.36 +33927,0.37,Very Good,G,VVS2,59.1,60.0,844.0,4.69,4.71,2.78 +14629,1.0,Good,G,VS1,64.4,58.0,5906.0,6.23,6.29,4.03 +35301,0.3,Premium,I,VS1,61.7,58.0,473.0,4.27,4.32,2.65 +38328,0.32,Premium,E,VVS1,60.8,58.0,1020.0,4.41,4.38,2.67 +24299,1.6,Good,H,VS1,59.9,61.0,12546.0,7.59,7.56,4.54 +50112,0.7,Very Good,G,SI1,62.8,58.0,2209.0,5.64,5.69,3.56 +23547,1.53,Very Good,H,VS2,60.9,63.0,11557.0,7.41,7.37,4.5 +11109,1.03,Very Good,H,SI1,63.3,57.0,4932.0,6.41,6.39,4.05 +46414,0.52,Ideal,E,VS2,61.0,57.0,1767.0,5.21,5.19,3.17 +35552,0.35,Premium,H,VVS2,61.9,58.0,906.0,4.54,4.5,2.8 +24463,1.5,Ideal,I,IF,61.3,56.0,12725.0,7.34,7.41,4.52 +6150,1.05,Good,F,SI2,63.6,59.0,3989.0,6.4,6.36,4.06 +18233,1.13,Premium,G,VS1,58.6,59.0,7404.0,6.91,6.84,4.03 +45354,0.55,Premium,E,VS2,59.1,62.0,1664.0,5.37,5.32,3.16 +48363,0.56,Ideal,D,VS2,61.4,55.0,1963.0,5.33,5.35,3.28 +48902,0.54,Ideal,D,VS2,61.8,56.0,2041.0,5.25,5.23,3.24 +34759,0.41,Premium,H,SI1,61.4,60.0,876.0,4.78,4.73,2.92 +35245,0.39,Very Good,F,VS1,63.7,57.0,895.0,4.63,4.67,2.96 +15824,1.26,Ideal,J,VS1,62.2,58.0,6332.0,6.88,6.92,4.29 +49807,0.7,Good,E,SI1,64.3,57.0,2164.0,5.63,5.56,3.6 +31414,0.3,Ideal,G,VVS1,62.0,58.0,764.0,4.28,4.3,2.66 +45911,0.53,Premium,E,VS2,60.9,60.0,1721.0,5.16,5.22,3.16 +44935,0.54,Ideal,H,VS1,61.3,55.9,1633.0,5.23,5.27,3.21 +22814,1.51,Very Good,F,SI1,59.4,57.0,10838.0,7.48,7.57,4.47 +24599,2.0,Fair,I,VS1,66.3,54.0,12907.0,7.98,7.88,5.26 +3293,0.95,Very Good,J,VS1,62.4,57.0,3365.0,6.25,6.29,3.91 +49499,0.56,Ideal,F,VVS2,61.0,56.0,2119.0,5.33,5.35,3.26 +24616,1.39,Ideal,G,IF,60.6,55.0,12943.0,7.21,7.27,4.39 +49739,0.77,Very Good,J,VS2,62.9,58.0,2155.0,5.83,5.87,3.68 +12220,1.0,Premium,F,SI1,61.2,58.0,5197.0,6.4,6.44,3.93 +11080,1.02,Ideal,H,SI1,61.9,57.0,4924.0,6.4,6.46,3.98 +27425,2.26,Very Good,D,SI2,61.6,61.0,18028.0,8.47,8.38,5.19 +751,1.0,Fair,H,SI2,66.1,56.0,2856.0,6.21,5.97,4.04 +45633,0.28,Very Good,H,VVS1,62.9,54.0,525.0,4.2,4.23,2.65 +21259,1.5,Ideal,I,VS2,62.6,55.0,9408.0,7.39,7.31,4.6 +37219,0.38,Very Good,H,VVS1,60.0,57.0,975.0,4.75,4.79,2.86 +52754,0.78,Ideal,G,SI2,62.1,54.0,2561.0,5.92,5.94,3.68 +18117,1.3,Very Good,I,VS1,62.1,59.0,7333.0,6.97,7.01,4.34 +36286,0.34,Good,E,SI2,63.7,55.0,477.0,4.43,4.46,2.83 +20685,1.2,Premium,F,VS2,62.8,59.0,8964.0,6.78,6.69,4.23 +31063,0.27,Ideal,E,VVS1,62.0,56.0,752.0,4.19,4.16,2.59 +19033,0.3,Ideal,E,VS2,61.4,56.0,621.0,4.33,4.36,2.67 +30824,0.33,Ideal,I,VVS2,62.4,56.0,743.0,4.43,4.41,2.76 +47922,0.6,Premium,E,VS2,62.7,58.0,1915.0,5.37,5.34,3.36 +12937,1.0,Good,E,SI1,58.0,60.0,5384.0,6.48,6.52,3.77 +26832,2.01,Premium,H,SI1,60.9,59.0,16733.0,8.15,8.04,4.93 +13597,1.29,Very Good,I,VS1,61.1,58.0,5562.0,6.98,7.03,4.28 +20072,1.27,Premium,G,VS2,61.0,60.0,8549.0,6.93,6.97,4.24 +37331,0.33,Very Good,F,VVS1,63.3,57.0,980.0,4.44,4.38,2.79 +50928,0.71,Ideal,I,SI1,61.6,55.0,2319.0,5.72,5.74,3.53 +52108,0.7,Ideal,G,SI1,60.5,57.0,2460.0,5.74,5.79,3.49 +28674,0.24,Ideal,E,VVS2,61.4,57.0,678.0,4.0,4.04,2.47 +38742,0.35,Very Good,G,IF,62.2,58.0,1044.0,4.45,4.52,2.79 +11976,1.2,Good,G,SI2,63.6,54.0,5141.0,6.75,6.71,4.28 +21164,1.21,Ideal,G,VS1,62.7,54.0,9323.0,6.8,6.82,4.27 +50663,0.31,Ideal,G,VS2,61.7,55.0,544.0,4.35,4.37,2.69 +44195,0.51,Premium,D,SI1,60.1,60.0,1569.0,5.14,5.18,3.1 +35695,0.3,Premium,D,VS2,60.5,58.0,911.0,4.38,4.35,2.64 +25612,1.52,Ideal,G,VS1,61.8,56.0,14482.0,7.4,7.45,4.59 +7255,1.01,Good,I,VS2,63.9,59.0,4197.0,6.29,6.26,4.01 +48365,0.56,Ideal,D,VS2,61.0,57.0,1963.0,5.28,5.35,3.24 +21402,1.5,Very Good,G,SI1,62.2,58.0,9515.0,7.21,7.28,4.51 +32227,0.31,Ideal,G,VVS1,62.5,54.0,789.0,4.34,4.37,2.72 +45689,0.7,Fair,D,SI2,71.6,55.0,1696.0,5.47,5.28,3.85 +42200,0.56,Premium,G,SI1,61.1,61.0,1287.0,5.31,5.29,3.24 +51957,0.6,Ideal,E,VS1,61.6,55.0,2442.0,5.43,5.48,3.36 +23831,1.52,Very Good,H,VVS2,63.0,60.0,11904.0,7.25,7.3,4.58 +19747,1.5,Good,I,VS2,61.9,60.0,8316.0,7.25,7.28,4.5 +39464,0.5,Premium,G,SI2,58.6,61.0,1078.0,5.21,5.16,3.04 +41472,0.41,Ideal,D,VS1,61.0,57.0,1230.0,4.82,4.78,2.93 +30081,0.32,Premium,I,VVS2,62.1,59.0,720.0,4.38,4.35,2.71 +25074,1.5,Good,G,VS1,63.8,58.0,13596.0,7.12,7.21,4.57 +42826,0.53,Good,E,SI1,63.1,56.0,1355.0,5.15,5.19,3.26 +43561,0.51,Good,D,VS2,64.2,58.0,1430.0,5.01,5.06,3.23 +26226,1.52,Good,E,VS1,63.9,56.0,15649.0,7.21,7.25,4.62 +3633,0.71,Ideal,G,VS1,61.6,55.0,3431.0,5.71,5.75,3.53 +47985,0.3,Very Good,H,VVS2,62.0,55.0,533.0,4.28,4.32,2.67 +29756,0.3,Premium,D,SI1,63.0,58.0,709.0,4.27,4.24,2.68 +31604,0.3,Premium,J,VS2,62.2,58.0,368.0,4.28,4.3,2.67 +41386,0.42,Ideal,F,VVS2,62.2,56.0,1221.0,4.82,4.79,2.99 +15894,1.01,Very Good,G,VVS2,61.3,61.0,6354.0,6.32,6.47,3.92 +46685,0.7,Ideal,I,SI1,61.3,57.0,1790.0,5.72,5.75,3.52 +37201,0.33,Ideal,F,VVS2,60.9,56.0,974.0,4.47,4.5,2.73 +41395,0.51,Ideal,H,SI1,61.6,55.0,1222.0,5.14,5.18,3.18 +2497,0.77,Very Good,G,VS1,61.1,54.0,3197.0,5.91,5.94,3.62 +20734,1.59,Ideal,D,SI2,61.6,55.0,8975.0,7.48,7.45,4.6 +22498,1.71,Premium,H,SI2,62.3,58.0,10534.0,7.66,7.62,4.76 +15238,1.0,Premium,G,VS1,60.6,59.0,6115.0,6.48,6.42,3.91 +46134,0.54,Very Good,F,VS2,63.0,56.8,1745.0,5.18,5.22,3.28 +11922,1.09,Ideal,H,SI1,62.3,55.0,5125.0,6.58,6.61,4.11 +6847,1.08,Premium,G,SI2,63.0,54.0,4124.0,6.58,6.54,4.13 +47625,0.55,Premium,E,VS2,61.4,57.0,1881.0,5.29,5.27,3.24 +35121,0.53,Premium,F,I1,61.3,58.0,886.0,5.22,5.18,3.19 +44666,0.36,Ideal,I,VS2,61.6,55.0,523.0,4.6,4.65,2.85 +3329,1.23,Premium,F,I1,60.8,59.0,3375.0,6.96,6.91,4.22 +44947,0.58,Premium,F,SI1,62.2,61.0,1634.0,5.33,5.25,3.29 +31880,0.3,Ideal,H,VVS2,62.8,57.0,776.0,4.25,4.22,2.66 +19614,1.5,Premium,F,SI2,63.0,59.0,8232.0,7.24,7.2,4.55 +37904,0.41,Premium,F,VS1,62.7,58.0,1007.0,4.74,4.77,2.98 +20259,1.72,Ideal,J,SI1,62.0,57.0,8688.0,7.66,7.62,4.74 +33745,0.31,Ideal,F,VVS1,61.1,55.0,840.0,4.38,4.39,2.68 +12901,1.06,Ideal,H,VS2,61.2,55.0,5373.0,6.61,6.57,4.03 +36927,0.41,Premium,G,VS1,60.5,58.0,961.0,4.8,4.76,2.89 +92,0.86,Fair,E,SI2,55.1,69.0,2757.0,6.45,6.33,3.52 +3310,0.84,Good,G,VS2,63.6,59.0,3370.0,5.89,5.94,3.76 +49263,0.71,Fair,F,SI1,62.6,57.0,2088.0,5.73,5.68,3.57 +25879,1.51,Very Good,F,VS1,62.6,57.0,14976.0,7.25,7.29,4.55 +35563,0.35,Premium,G,VS1,61.2,58.0,906.0,4.54,4.51,2.77 +13185,1.12,Ideal,G,SI1,62.0,55.0,5451.0,6.65,6.68,4.13 +25577,1.51,Ideal,F,VS2,63.0,55.0,14414.0,7.29,7.24,4.58 +24863,2.5,Fair,H,SI2,64.9,58.0,13278.0,8.46,8.43,5.48 +27048,0.32,Ideal,H,VVS2,61.8,55.0,645.0,4.38,4.42,2.72 +36416,0.31,Premium,E,VS1,61.9,58.0,942.0,4.32,4.31,2.67 +41376,0.51,Good,F,SI1,63.8,56.0,1220.0,5.04,5.08,3.23 +26503,1.5,Very Good,F,VVS2,63.8,59.0,16116.0,7.17,7.25,4.6 +21701,0.31,Very Good,G,VVS2,62.7,55.0,627.0,4.32,4.35,2.72 +2627,0.72,Ideal,F,VS2,61.1,56.0,3226.0,5.92,5.8,3.55 +19760,1.11,Premium,E,VS1,61.2,58.0,8329.0,6.69,6.65,4.08 +40414,0.55,Ideal,H,SI1,61.5,54.0,1134.0,5.3,5.33,3.27 +41658,0.5,Ideal,D,SI2,62.4,56.0,1239.0,5.06,5.1,3.17 +11099,1.0,Premium,H,VS2,60.7,60.0,4930.0,6.55,6.49,3.96 +49529,0.59,Premium,F,SI1,62.2,60.0,2124.0,5.37,5.33,3.33 +53930,0.71,Ideal,G,VS1,61.4,56.0,2756.0,5.76,5.73,3.53 +25317,1.51,Ideal,G,VS1,62.1,55.0,13995.0,7.38,7.33,4.57 +46607,0.54,Premium,D,SI1,62.1,58.0,1786.0,5.23,5.21,3.24 +24310,2.04,Ideal,J,SI1,59.1,59.0,12554.0,8.29,8.24,4.88 +45686,0.54,Ideal,H,VVS2,61.1,56.0,1696.0,5.23,5.28,3.21 +35683,0.32,Premium,D,VVS1,62.0,60.0,910.0,4.37,4.4,2.72 +32498,0.43,Premium,D,SI1,62.4,60.0,796.0,4.79,4.82,3.0 +48352,0.54,Ideal,E,VS1,61.2,57.0,1962.0,5.25,5.27,3.22 +7928,0.91,Ideal,I,VS2,61.6,55.0,4317.0,6.21,6.28,3.85 +62,0.3,Premium,D,SI1,62.6,59.0,552.0,4.23,4.27,2.66 +17233,1.55,Premium,J,SI2,62.6,57.0,6890.0,7.37,7.32,4.6 +46056,0.51,Premium,E,VS2,61.4,56.0,1733.0,5.18,5.15,3.17 +3002,0.77,Ideal,E,VS2,61.0,56.0,3303.0,5.91,5.96,3.62 +41634,0.32,Ideal,J,VS2,62.9,56.0,504.0,4.4,4.37,2.76 +4357,0.8,Very Good,F,VS1,63.8,55.0,3603.0,5.84,5.89,3.74 +41712,0.53,Ideal,I,VS2,62.3,57.0,1243.0,5.15,5.18,3.22 +16245,1.01,Premium,G,VS1,62.7,58.0,6499.0,6.38,6.41,4.01 +1223,0.82,Premium,H,VS2,62.6,59.0,2939.0,5.99,5.93,3.73 +3539,0.73,Very Good,D,VS2,60.5,59.0,3411.0,5.76,5.84,3.51 +8486,0.95,Very Good,D,SI2,60.1,61.0,4418.0,6.35,6.37,3.82 +17588,1.08,Premium,F,VS2,62.8,59.0,7079.0,6.55,6.47,4.09 +47003,0.53,Ideal,G,VVS2,62.6,56.0,1818.0,5.16,5.19,3.24 +41293,0.73,Good,G,I1,63.9,55.0,1210.0,5.76,5.69,3.65 +28431,0.3,Ideal,D,VS2,61.4,58.0,670.0,4.29,4.31,2.64 +3365,0.3,Very Good,I,VS2,60.7,56.0,407.0,4.32,4.34,2.63 +3504,0.9,Good,E,SI2,63.4,60.0,3401.0,6.02,6.07,3.83 +52597,0.53,Very Good,D,VVS2,60.5,57.0,2542.0,5.23,5.31,3.19 +33850,0.3,Premium,F,VS1,61.9,59.0,844.0,4.3,4.26,2.65 +46193,0.52,Premium,D,VS2,62.4,58.0,1749.0,5.09,5.13,3.19 +4933,0.91,Fair,D,SI1,64.7,61.0,3730.0,6.06,5.99,3.9 +51746,0.63,Good,H,IF,59.3,62.0,2404.0,5.66,5.7,3.37 +26778,2.01,Good,D,SI2,59.9,65.0,16624.0,8.0,8.07,4.81 +10394,0.31,Premium,G,SI1,62.1,58.0,593.0,4.36,4.33,2.7 +18475,1.05,Very Good,E,VS1,61.6,58.0,7521.0,6.53,6.56,4.03 +52070,0.5,Ideal,D,VS1,60.6,57.0,2454.0,5.15,5.18,3.13 +39611,0.3,Very Good,H,VS1,62.4,60.0,491.0,4.23,4.29,2.66 +7546,0.9,Premium,H,VS2,60.4,59.0,4246.0,6.27,6.24,3.78 +9398,1.0,Very Good,F,SI1,58.1,63.0,4586.0,6.45,6.36,3.72 +25637,2.15,Ideal,I,SI2,61.7,55.0,14519.0,8.43,8.24,5.14 +25658,1.77,Very Good,D,SI1,59.2,61.0,14561.0,7.86,7.98,4.69 +36387,0.45,Premium,I,SI1,62.2,58.0,941.0,4.89,4.86,3.03 +12571,1.01,Good,G,VS2,63.8,57.0,5279.0,6.27,6.34,4.02 +3744,0.3,Ideal,F,VS1,61.0,56.0,570.0,4.35,4.37,2.66 +30164,0.4,Very Good,D,SI1,63.0,57.0,720.0,4.66,4.7,2.95 +49657,0.7,Very Good,G,SI2,60.7,58.0,2141.0,5.74,5.8,3.5 +52325,0.7,Very Good,E,SI1,61.9,60.0,2496.0,5.6,5.67,3.49 +53018,0.71,Good,G,VS2,64.2,58.0,2599.0,5.59,5.62,3.6 +18190,1.05,Ideal,F,VS1,60.4,56.0,7373.0,6.61,6.63,4.0 +20023,0.32,Ideal,G,SI2,62.5,57.0,421.0,4.35,4.38,2.73 +33342,0.41,Very Good,G,VS2,59.9,59.0,827.0,4.82,4.86,2.9 +26924,1.7,Very Good,G,VS1,60.6,59.0,16955.0,7.74,7.63,4.66 +52660,0.71,Premium,H,VS2,62.1,58.5,2549.0,5.68,5.73,3.55 +21134,1.34,Premium,G,VS2,60.7,59.0,9293.0,7.07,7.04,4.28 +10168,1.5,Good,G,I1,64.0,61.0,4731.0,7.15,7.04,0.0 +46719,0.51,Very Good,D,VS2,63.1,58.0,1793.0,5.13,5.08,3.22 +2374,0.32,Ideal,H,VS1,61.8,55.0,561.0,4.41,4.42,2.73 +34364,0.41,Very Good,I,VVS1,62.0,56.0,863.0,4.75,4.77,2.95 +19833,1.51,Ideal,I,SI1,62.7,57.0,8400.0,7.35,7.3,4.59 +43638,0.38,Ideal,E,IF,61.1,56.0,1433.0,4.67,4.72,2.87 +14279,1.01,Premium,D,SI1,61.2,60.0,5780.0,6.47,6.41,3.94 +45822,0.56,Good,F,VS1,63.2,61.0,1712.0,5.2,5.28,3.3 +1221,0.8,Premium,E,SI2,59.9,58.0,2939.0,6.03,5.96,3.59 +39994,0.41,Premium,F,VS2,60.3,60.0,1107.0,4.84,4.81,2.91 +41349,0.59,Premium,I,SI1,62.8,59.0,1217.0,5.36,5.34,3.36 +5215,0.9,Premium,F,SI2,62.7,58.0,3780.0,6.16,6.09,3.84 +1464,0.64,Good,F,IF,58.6,61.0,2980.0,5.69,5.71,3.34 +10195,1.05,Premium,H,VS2,60.5,58.0,4739.0,6.7,6.63,4.03 +47052,0.68,Very Good,E,SI2,63.1,54.5,1821.0,5.61,5.64,3.55 +43056,0.52,Ideal,I,VVS2,62.2,57.0,1376.0,5.18,5.11,3.2 +48625,0.7,Ideal,J,VS1,62.8,56.0,2000.0,5.64,5.66,3.55 +13649,1.05,Ideal,F,SI1,60.6,59.0,5586.0,6.51,6.56,3.96 +2235,0.71,Very Good,F,VS2,63.3,57.0,3146.0,5.65,5.69,3.59 +16889,1.14,Ideal,G,SI1,61.7,56.0,6741.0,6.71,6.75,4.15 +14957,1.26,Premium,I,VS2,62.4,58.0,6023.0,6.88,6.94,4.31 +45784,0.5,Good,D,VS2,64.0,56.0,1708.0,5.04,5.02,3.22 +39325,0.3,Ideal,E,VVS1,61.3,57.0,1071.0,4.32,4.36,2.66 +22772,1.7,Good,I,SI1,59.3,58.0,10796.0,7.72,7.77,4.59 +4534,1.14,Good,I,SI1,63.9,58.0,3639.0,6.64,6.6,4.23 +50047,0.59,Very Good,E,VS1,61.2,58.0,2200.0,5.4,5.45,3.32 +48481,0.58,Ideal,F,VS1,61.2,57.0,1979.0,5.36,5.39,3.29 +17874,1.4,Ideal,H,SI2,61.2,56.0,7213.0,7.23,7.18,4.41 +44230,0.59,Premium,H,VS2,60.7,56.0,1572.0,5.46,5.41,3.3 +37310,0.31,Ideal,F,IF,62.1,55.0,979.0,4.34,4.35,2.7 +14675,1.18,Premium,I,VS1,62.1,58.0,5921.0,6.76,6.7,4.18 +34643,0.31,Premium,E,VS2,61.0,59.0,872.0,4.37,4.35,2.66 +575,0.7,Ideal,F,SI1,60.7,57.0,2833.0,5.73,5.75,3.49 +12903,1.23,Premium,H,SI2,61.2,57.0,5373.0,6.89,6.86,4.21 +52782,0.83,Ideal,H,SI2,62.3,54.0,2565.0,6.04,6.07,3.77 +9790,1.01,Ideal,E,SI2,61.2,54.0,4666.0,6.49,6.52,3.98 +39521,0.51,Premium,J,VS2,61.9,61.0,1080.0,5.12,5.09,3.16 +34513,0.33,Very Good,H,IF,60.3,59.0,868.0,4.47,4.49,2.7 +9426,1.01,Very Good,D,SI2,62.8,59.0,4588.0,6.34,6.44,4.01 +22225,1.63,Ideal,D,SI2,59.4,59.0,10281.0,7.73,7.67,4.57 +49968,0.33,Premium,H,VS1,62.4,60.0,540.0,4.39,4.42,2.75 +12900,0.9,Ideal,E,SI1,61.9,54.0,5373.0,6.19,6.22,3.84 +52511,0.6,Ideal,D,VS1,61.9,54.9,2527.0,5.4,5.43,3.35 +20961,1.5,Very Good,H,VS1,63.3,59.0,9173.0,7.15,7.1,4.51 +26357,0.32,Ideal,G,VS1,61.3,55.0,645.0,4.42,4.46,2.72 +5511,1.06,Premium,I,SI2,61.5,58.0,3847.0,6.59,6.55,4.04 +43874,0.52,Very Good,G,VS2,63.3,57.0,1450.0,5.11,5.09,3.23 +15514,1.24,Premium,H,SI1,60.1,58.0,6215.0,7.04,7.01,4.22 +14998,1.35,Very Good,I,SI2,61.0,60.0,6041.0,7.09,7.15,4.34 +50980,0.31,Very Good,G,VS2,61.0,56.0,544.0,4.35,4.37,2.66 +34921,0.23,Very Good,F,VS1,62.1,58.0,373.0,3.91,3.95,2.44 +14724,0.3,Very Good,G,VS1,61.4,58.0,605.0,4.32,4.35,2.66 +38624,0.31,Premium,I,VS1,62.6,59.0,489.0,4.29,4.33,2.7 +19302,1.14,Ideal,F,VS2,61.4,56.0,8017.0,6.73,6.78,4.14 +18227,1.1,Premium,G,VS1,58.4,60.0,7399.0,6.85,6.81,3.99 +19048,0.3,Very Good,E,VVS2,62.4,58.0,622.0,4.28,4.31,2.68 +9035,0.36,Ideal,H,VS2,60.8,56.0,587.0,4.61,4.63,2.81 +49883,0.7,Very Good,F,SI2,56.9,62.0,2177.0,5.87,5.9,3.35 +9528,1.02,Very Good,H,SI1,63.0,58.0,4617.0,6.34,6.4,4.01 +14716,0.3,Ideal,G,VS1,62.3,56.0,605.0,4.29,4.32,2.68 +1822,0.9,Good,I,SI2,60.7,58.0,3057.0,6.17,6.21,3.76 +31988,0.3,Ideal,F,VS2,62.9,57.0,776.0,4.29,4.26,2.69 +22040,0.31,Premium,I,VS1,60.8,59.0,628.0,4.41,4.37,2.67 +12080,0.94,Ideal,F,SI2,60.6,54.0,5159.0,6.39,6.34,3.86 +878,0.76,Ideal,E,SI2,62.8,56.0,2873.0,5.78,5.82,3.64 +21545,1.06,Ideal,G,VVS2,61.4,56.0,9645.0,6.56,6.62,4.04 +21782,2.05,Premium,I,SI2,62.1,59.0,9850.0,8.13,8.07,5.03 +17167,1.26,Very Good,I,VS1,59.2,60.0,6855.0,7.09,7.02,4.18 +1551,0.72,Ideal,G,VVS2,61.6,55.0,3002.0,5.78,5.77,3.56 +37086,0.41,Premium,E,SI1,61.4,56.0,969.0,4.81,4.77,2.94 +7264,1.03,Ideal,E,SI2,61.6,56.0,4199.0,6.5,6.45,3.99 +40969,0.51,Good,D,SI2,63.9,55.0,1180.0,5.04,5.1,3.24 +26080,1.68,Very Good,F,VS2,61.1,60.0,15309.0,7.63,7.7,4.68 +47551,0.64,Very Good,G,VS2,62.7,59.0,1873.0,5.44,5.5,3.43 +35858,0.4,Ideal,D,VS2,61.9,58.0,917.0,4.7,4.73,2.92 +2317,0.72,Ideal,H,VS1,61.8,55.0,3167.0,5.78,5.81,3.58 +42290,0.32,Premium,H,VS2,61.9,58.0,505.0,4.37,4.39,2.71 +35092,0.3,Ideal,F,IF,61.7,57.0,886.0,4.28,4.31,2.65 +22582,1.57,Ideal,I,SI1,62.2,56.0,10633.0,7.42,7.47,4.63 +53732,0.72,Very Good,E,SI1,63.1,58.0,2723.0,5.69,5.72,3.6 +42686,0.5,Very Good,E,SI1,61.1,55.0,1337.0,5.1,5.15,3.13 +36469,0.39,Very Good,G,VVS1,63.2,57.0,943.0,4.62,4.65,2.93 +5250,1.01,Premium,H,SI2,60.7,58.0,3790.0,6.52,6.49,3.95 +1304,0.82,Very Good,D,SI1,63.1,58.0,2954.0,5.97,5.95,3.76 +15811,1.01,Very Good,G,VS1,62.7,56.0,6326.0,6.36,6.46,4.02 +6724,0.27,Ideal,F,VS2,60.9,57.0,577.0,4.17,4.2,2.55 +27189,2.18,Very Good,G,SI2,61.0,60.0,17475.0,8.29,8.33,5.07 +14293,1.23,Premium,G,VS1,62.2,58.0,5786.0,6.78,6.74,4.27 +29248,0.38,Ideal,H,SI1,61.2,56.0,697.0,4.7,4.74,2.89 +31008,0.35,Ideal,F,SI1,62.4,55.0,748.0,4.55,4.52,2.83 +15293,1.51,Very Good,E,I1,62.0,58.0,6139.0,7.31,7.37,4.55 +28313,0.3,Good,H,SI1,63.1,56.0,432.0,4.27,4.29,2.7 +25173,1.51,Very Good,E,VS2,63.3,61.0,13757.0,7.24,7.17,4.56 +10251,1.0,Premium,F,SI2,61.4,61.0,4749.0,6.47,6.4,3.95 +15415,1.05,Good,D,SI1,63.7,59.0,6174.0,6.42,6.38,4.08 +14549,1.28,Premium,H,VS2,59.4,60.0,5878.0,7.07,7.03,4.19 +28962,0.31,Very Good,I,VS2,60.7,61.0,435.0,4.32,4.34,2.63 +12961,1.21,Ideal,J,SI1,62.7,55.2,5390.0,6.79,6.84,4.27 +7969,0.7,Ideal,D,VS1,61.4,57.0,4323.0,5.71,5.76,3.52 +4871,1.02,Premium,H,SI2,61.3,57.0,3713.0,6.51,6.45,3.97 +46435,0.7,Good,H,SI1,64.2,58.0,1771.0,5.59,5.62,3.6 +6749,0.33,Premium,G,VS2,61.3,59.0,579.0,4.44,4.46,2.73 +51785,0.7,Ideal,G,SI1,61.9,56.0,2414.0,5.66,5.71,3.52 +29026,0.33,Ideal,H,VVS1,61.4,53.0,687.0,4.5,4.55,2.78 +41442,0.59,Fair,I,VS1,64.4,59.0,1229.0,5.29,5.21,3.38 +23848,1.5,Very Good,D,SI1,62.0,63.0,11933.0,7.27,7.31,4.52 +28259,0.33,Ideal,H,VVS2,61.9,55.0,666.0,4.45,4.47,2.76 +51349,0.75,Fair,F,SI1,64.5,60.0,2363.0,5.65,5.54,3.61 +44637,0.58,Very Good,E,VS2,60.3,57.0,1608.0,5.41,5.44,3.27 +25127,2.02,Premium,E,SI2,59.9,58.0,13677.0,8.18,8.14,4.89 +45995,0.5,Ideal,E,VS1,62.3,55.0,1724.0,5.12,5.09,3.18 +51887,0.7,Ideal,H,VS2,62.4,58.0,2429.0,5.67,5.71,3.55 +19274,1.34,Ideal,H,VS2,60.8,55.0,7999.0,7.18,7.12,4.35 +38554,0.39,Ideal,E,VVS2,61.9,55.0,1034.0,4.7,4.74,2.92 +20507,1.75,Ideal,J,SI1,63.3,59.0,8840.0,7.63,7.57,4.81 +40103,0.33,Premium,G,VVS1,61.9,59.0,1114.0,4.41,4.38,2.72 +26122,2.01,Premium,H,VS2,62.6,58.0,15395.0,8.03,7.94,5.0 +49710,0.57,Ideal,G,VVS2,61.9,56.0,2147.0,5.3,5.29,3.28 +7427,1.01,Very Good,G,SI2,63.3,56.0,4228.0,6.26,6.33,3.99 +14060,0.3,Ideal,F,VS2,61.1,56.0,605.0,4.31,4.33,2.64 +46528,0.51,Premium,G,VS1,62.1,60.0,1781.0,5.11,5.1,3.17 +26437,2.06,Ideal,F,SI2,62.7,57.0,15970.0,8.19,8.09,5.1 +12579,1.2,Very Good,H,SI2,62.0,58.0,5280.0,6.76,6.91,4.24 +1047,0.7,Ideal,F,VS2,62.3,53.0,2907.0,5.69,5.73,3.56 +28715,0.23,Premium,E,VVS1,61.3,60.0,680.0,4.01,3.95,2.44 +51346,0.71,Premium,H,VS2,61.3,59.0,2363.0,5.74,5.77,3.53 +50513,0.5,Ideal,D,VVS2,61.0,56.0,2272.0,5.11,5.15,3.13 +11206,1.01,Very Good,H,VS2,61.0,63.0,4959.0,6.38,6.41,3.9 +43955,0.31,Very Good,F,SI1,60.7,58.0,516.0,4.35,4.38,2.65 +437,0.7,Ideal,H,SI1,61.4,56.0,2815.0,5.7,5.76,3.52 +32877,0.36,Ideal,E,SI1,61.9,56.0,810.0,4.58,4.53,2.82 +31899,0.3,Premium,G,VS1,61.7,56.0,776.0,4.33,4.29,2.66 +32879,0.36,Premium,H,VS1,60.8,59.0,810.0,4.62,4.59,2.8 +42293,0.36,Very Good,H,SI1,63.0,55.0,505.0,4.51,4.54,2.85 +9420,1.01,Very Good,G,SI1,59.6,61.0,4588.0,6.47,6.52,3.87 +49487,0.7,Good,G,SI1,63.8,59.0,2117.0,5.62,5.58,3.57 +42549,0.59,Very Good,E,SI2,60.5,58.0,1325.0,5.43,5.51,3.31 +23480,1.01,Premium,D,VVS1,59.3,59.0,11480.0,6.56,6.53,3.88 +36414,0.31,Ideal,E,VS1,60.4,57.0,942.0,4.4,4.37,2.65 +47559,0.7,Ideal,I,SI2,62.3,55.0,1874.0,5.67,5.72,3.55 +27757,0.32,Premium,I,VS1,62.0,58.0,648.0,4.4,4.37,2.72 +24297,1.51,Ideal,F,SI1,62.8,57.0,12545.0,7.28,7.33,4.59 +23663,1.71,Ideal,J,VS1,62.1,55.0,11711.0,7.73,7.65,4.78 +41545,0.5,Good,D,SI1,64.1,56.0,1235.0,5.03,4.98,3.21 +42506,0.51,Ideal,G,SI1,61.9,56.0,1321.0,5.11,5.17,3.17 +22228,1.21,Very Good,F,VS2,60.1,58.0,10283.0,6.85,6.92,4.14 +12106,1.01,Premium,H,VS2,59.1,58.0,5166.0,6.58,6.59,3.89 +7200,1.01,Good,J,VS1,61.5,61.0,4189.0,6.39,6.45,3.95 +43529,0.54,Very Good,E,VS2,62.6,60.0,1426.0,5.26,5.19,3.27 +16727,0.33,Ideal,H,SI1,63.0,57.0,610.0,4.41,4.39,2.77 +11302,1.04,Premium,H,SI1,62.6,59.0,4980.0,6.47,6.43,4.04 +52968,0.24,Ideal,F,VVS2,62.6,57.0,552.0,3.93,3.96,2.47 +23198,1.52,Premium,H,VS2,59.4,59.0,11206.0,7.49,7.45,4.44 +9723,1.01,Ideal,G,SI1,61.4,57.0,4653.0,6.44,6.5,3.97 +31325,0.32,Ideal,D,VS2,61.6,56.0,758.0,4.37,4.4,2.7 +27775,0.32,Premium,H,VS2,62.3,57.0,648.0,4.39,4.37,2.73 +10,0.23,Very Good,H,VS1,59.4,61.0,338.0,4.0,4.05,2.39 +24618,1.67,Ideal,H,VS2,62.6,56.0,12945.0,7.55,7.57,4.73 +10037,0.24,Ideal,F,VS2,61.8,57.0,417.0,3.97,4.02,2.47 +39100,0.41,Very Good,I,VVS2,63.1,56.0,1061.0,4.75,4.72,2.99 +26765,1.69,Premium,F,VS2,58.7,59.0,16583.0,7.87,7.78,4.59 +34200,0.33,Ideal,F,VS2,62.3,55.0,854.0,4.47,4.42,2.77 +52952,0.24,Very Good,D,VVS2,62.9,58.0,552.0,3.96,3.99,2.5 +30799,0.34,Ideal,D,VS1,61.3,56.0,742.0,4.5,4.54,2.77 +50029,0.51,Ideal,F,VVS2,61.7,56.0,2197.0,5.11,5.13,3.16 +48340,0.71,Premium,H,SI2,61.5,57.0,1960.0,5.76,5.69,3.52 +47722,0.52,Ideal,G,VS1,60.4,57.0,1887.0,5.21,5.24,3.16 +16423,1.21,Good,G,VVS2,63.8,55.0,6559.0,6.74,6.65,4.28 +19917,1.51,Good,I,SI1,63.7,58.0,8464.0,7.26,7.22,4.61 +44567,0.52,Very Good,D,SI1,63.3,58.0,1605.0,5.15,5.12,3.25 +14434,0.9,Ideal,F,VS2,60.8,57.0,5828.0,6.22,6.24,3.79 +52475,0.76,Fair,D,SI2,55.5,69.0,2518.0,6.16,6.07,3.39 +15663,1.35,Ideal,J,SI1,62.3,57.0,6281.0,7.02,7.08,4.39 +26898,2.01,Premium,F,SI2,61.3,61.0,16881.0,8.11,8.01,4.94 +20123,1.23,Ideal,H,IF,61.3,57.0,8585.0,6.92,6.87,4.23 +10352,0.9,Good,F,VS1,62.8,57.0,4770.0,6.04,6.1,3.81 +50243,0.7,Good,H,VS2,59.1,65.0,2234.0,5.75,5.85,3.43 +17088,1.04,Very Good,G,VS1,63.4,59.0,6814.0,6.46,6.38,4.07 +34142,0.33,Ideal,F,VS2,61.3,56.0,854.0,4.47,4.43,2.73 +28706,0.42,Ideal,J,VS2,61.3,57.0,680.0,4.79,4.86,2.96 +1764,1.14,Ideal,J,SI1,60.2,57.0,3045.0,6.81,6.71,4.07 +26829,2.01,Very Good,F,SI2,60.3,60.0,16728.0,8.08,8.11,4.88 +15192,1.23,Ideal,J,VS1,62.2,55.0,6100.0,6.83,6.86,4.26 +47767,0.62,Good,G,VS1,62.5,60.8,1893.0,5.37,5.47,3.39 +35120,0.42,Ideal,F,SI1,61.6,56.0,886.0,4.83,4.81,2.97 +11045,0.25,Ideal,F,VS1,61.1,58.0,595.0,4.04,4.08,2.48 +29701,0.31,Ideal,G,VVS2,62.1,56.0,707.0,4.32,4.35,2.69 +5109,0.72,Ideal,F,VS1,61.7,56.0,3759.0,5.75,5.78,3.56 +36855,0.33,Ideal,D,VS1,60.9,57.0,957.0,4.5,4.47,2.73 +4072,0.31,Ideal,I,VVS1,61.4,54.0,571.0,4.38,4.41,2.7 +6738,0.4,Very Good,F,SI2,62.6,53.0,579.0,4.7,4.75,2.96 +50820,0.71,Ideal,E,SI1,61.5,57.0,2308.0,5.74,5.78,3.54 +28322,0.33,Premium,G,VS1,62.3,58.0,666.0,4.41,4.45,2.76 +8868,1.15,Very Good,H,SI2,63.0,54.0,4483.0,6.64,6.73,4.21 +31728,0.31,Ideal,G,VVS1,61.4,57.0,772.0,4.37,4.39,2.68 +15200,1.21,Ideal,F,SI2,61.8,57.0,6105.0,6.87,6.82,4.23 +14249,1.29,Ideal,J,VS2,62.1,59.0,5771.0,6.92,6.96,4.31 +27465,2.03,Very Good,D,SI2,62.4,59.0,18120.0,7.98,8.04,5.0 +12304,1.09,Ideal,H,SI1,62.3,55.0,5219.0,6.61,6.58,4.11 +43773,0.58,Very Good,F,SI1,62.2,57.0,1440.0,5.32,5.36,3.32 +46650,0.3,Good,H,VS1,63.3,57.0,526.0,4.22,4.25,2.68 +26383,2.04,Ideal,H,SI2,61.2,56.0,15874.0,8.19,8.25,5.03 +10991,0.91,Very Good,G,VVS2,62.1,60.0,4913.0,6.14,6.19,3.83 +39968,0.4,Ideal,E,VVS2,61.4,59.0,1106.0,4.71,4.74,2.9 +24887,2.06,Premium,G,SI1,59.3,61.0,13317.0,8.44,8.36,4.98 +52918,0.71,Very Good,H,VS1,63.7,57.0,2590.0,5.63,5.67,3.6 +37097,0.41,Ideal,E,SI1,62.9,57.0,969.0,4.78,4.73,2.99 +40330,0.39,Fair,G,IF,57.1,61.0,1127.0,4.83,4.88,2.77 +11971,1.2,Very Good,J,VS2,59.9,60.0,5140.0,6.98,6.95,4.17 +39151,0.33,Ideal,D,VVS2,60.3,57.0,1062.0,4.52,4.47,2.71 +43981,0.32,Very Good,H,SI2,60.4,59.0,393.0,4.39,4.42,2.66 +5274,0.73,Ideal,F,VS1,61.2,57.0,3797.0,5.79,5.84,3.56 +53827,0.7,Premium,E,VS2,62.8,61.0,2737.0,5.66,5.62,3.54 +48684,0.53,Ideal,G,VVS1,61.2,55.0,2005.0,5.19,5.23,3.19 +14516,1.0,Good,G,VS1,64.2,61.0,5863.0,6.23,6.29,4.02 +6953,0.9,Very Good,E,SI1,62.0,62.0,4144.0,6.11,6.21,3.82 +28292,0.27,Ideal,I,VS1,62.1,54.0,432.0,4.16,4.18,2.59 +49861,0.59,Ideal,E,VS1,61.6,57.0,2172.0,5.35,5.39,3.31 +17177,1.72,Premium,J,SI1,62.0,56.0,6857.0,7.76,7.7,4.79 +52647,0.24,Very Good,E,VVS2,62.4,58.0,552.0,3.96,3.99,2.48 +28756,0.31,Very Good,E,VS2,61.6,59.0,680.0,4.32,4.35,2.67 +47177,0.51,Ideal,F,VS1,61.9,56.0,1836.0,5.17,5.11,3.18 +42714,0.56,Good,F,SI1,63.2,56.0,1340.0,5.24,5.29,3.33 +50074,0.51,Premium,F,VVS2,60.5,59.0,2203.0,5.17,5.15,3.12 +26066,2.11,Ideal,I,SI1,62.0,55.0,15282.0,8.23,8.18,5.09 +19348,1.56,Good,I,SI2,58.5,61.0,8048.0,7.58,7.63,4.45 +40762,0.42,Good,F,VVS1,61.2,64.0,1164.0,4.75,4.8,2.92 +45972,0.3,Premium,H,VS1,62.3,58.0,526.0,4.26,4.28,2.66 +42209,0.52,Good,H,VS2,63.6,57.0,1289.0,5.05,5.1,3.23 +43642,0.5,Premium,F,VS2,60.6,59.0,1433.0,5.13,5.03,3.08 +20430,1.58,Very Good,I,SI1,63.1,55.0,8782.0,7.42,7.45,4.69 +10236,0.91,Very Good,D,SI1,62.3,60.0,4746.0,6.15,6.21,3.85 +12805,1.01,Very Good,E,SI1,61.1,57.0,5339.0,6.43,6.46,3.94 +26564,1.73,Premium,E,SI1,62.6,58.0,16253.0,7.67,7.59,4.78 +49703,0.71,Very Good,G,SI1,63.2,58.0,2147.0,5.68,5.65,3.58 +15583,1.2,Premium,H,VS2,60.7,60.0,6250.0,6.88,6.82,4.16 +32740,0.31,Ideal,F,VS2,61.9,55.0,802.0,4.39,4.37,2.71 +17699,1.11,Ideal,H,VVS2,61.2,56.0,7136.0,6.74,6.7,4.11 +20447,1.51,Ideal,G,SI2,60.5,55.0,8794.0,7.4,7.36,4.46 +30356,0.33,Very Good,D,SI1,63.1,55.0,728.0,4.4,4.38,2.77 +13010,1.02,Premium,G,VS2,62.7,58.0,5407.0,6.44,6.36,4.01 +19860,1.04,Ideal,F,VS2,61.6,56.0,8415.0,6.53,6.55,4.03 +47422,0.57,Very Good,E,VS2,62.9,57.0,1851.0,5.26,5.29,3.32 +35964,0.28,Ideal,H,VS1,62.2,54.0,476.0,4.18,4.21,2.61 +9013,1.01,Premium,H,SI1,61.3,58.0,4513.0,6.47,6.39,3.94 +42289,0.23,Good,E,VVS2,62.2,60.0,505.0,3.9,3.94,2.44 +33119,0.31,Ideal,G,VVS1,62.5,55.0,816.0,4.33,4.34,2.71 +43088,0.51,Premium,E,SI1,62.4,59.0,1381.0,5.07,5.12,3.18 +20461,1.16,Ideal,G,VVS2,62.0,56.0,8803.0,6.75,6.71,4.17 +11449,1.01,Premium,G,SI1,61.3,59.0,5006.0,6.48,6.44,3.96 +1112,0.83,Very Good,I,VS2,62.0,55.0,2915.0,6.03,6.06,3.74 +15668,1.1,Premium,G,VS2,60.5,60.0,6284.0,6.67,6.58,4.01 +25278,2.0,Ideal,I,SI2,61.1,59.0,13921.0,8.07,8.11,4.94 +39279,0.43,Good,J,SI2,63.7,57.0,490.0,4.76,4.79,3.04 +18776,1.02,Premium,F,VS1,62.7,55.0,7677.0,6.43,6.37,4.01 +44824,0.53,Ideal,F,VS1,61.5,56.0,1624.0,5.21,5.25,3.22 +22946,1.01,Very Good,E,VVS1,63.6,55.0,10993.0,6.35,6.39,4.05 +24533,1.52,Premium,D,SI1,59.8,58.0,12823.0,7.55,7.51,4.5 +5037,1.03,Premium,H,SI2,62.0,60.0,3749.0,6.47,6.41,4.0 +35010,0.4,Good,F,SI1,63.6,56.0,882.0,4.68,4.63,2.96 +30471,0.31,Very Good,D,SI1,63.5,57.0,732.0,4.32,4.28,2.73 +20767,1.61,Good,H,SI2,63.8,62.0,9005.0,7.35,7.38,4.7 +630,0.73,Very Good,D,SI1,63.9,57.0,2841.0,5.66,5.71,3.63 +15212,1.01,Ideal,G,VS2,61.9,55.0,6108.0,6.49,6.46,4.01 +33761,0.4,Premium,G,SI1,59.6,61.0,840.0,4.76,4.74,2.83 +36757,0.38,Ideal,H,VS1,61.7,55.0,955.0,4.65,4.7,2.89 +36848,0.37,Premium,F,VS2,61.2,60.0,957.0,4.63,4.59,2.82 +21976,1.51,Very Good,H,VS1,61.5,54.0,10045.0,7.34,7.42,4.54 +1066,0.31,Ideal,E,SI2,61.3,55.0,558.0,4.37,4.34,2.67 +4663,1.04,Ideal,I,SI1,59.7,56.0,3669.0,6.6,6.54,3.92 +51451,0.55,Premium,F,VS2,62.7,58.0,2376.0,5.28,5.25,3.3 +16012,1.01,Very Good,G,VS2,61.6,60.0,6406.0,6.42,6.47,3.97 +27293,2.0,Premium,H,SI1,62.6,56.0,17760.0,8.01,7.96,5.0 +37033,0.4,Premium,G,VS2,61.9,58.0,966.0,4.76,4.74,2.94 +21367,0.38,Ideal,I,SI1,61.6,57.0,626.0,4.62,4.66,2.86 +20896,1.51,Fair,I,VS2,58.8,62.0,9116.0,7.57,7.51,4.43 +50850,0.55,Very Good,E,VVS2,59.6,59.0,2312.0,5.32,5.39,3.19 +49929,0.7,Premium,F,SI2,62.9,60.0,2184.0,5.57,5.49,3.48 +7571,0.91,Very Good,D,SI1,59.3,58.0,4253.0,6.33,6.38,3.77 +18173,1.01,Very Good,E,VS1,63.4,58.0,7366.0,6.38,6.36,4.04 +31098,0.41,Very Good,E,SI1,59.3,59.0,753.0,4.86,4.89,2.89 +52565,0.7,Premium,I,VVS1,61.2,58.0,2536.0,5.72,5.65,3.48 +43270,0.3,Premium,I,SI1,60.9,59.0,506.0,4.36,4.34,2.65 +17877,1.0,Very Good,G,VVS2,60.7,56.0,7215.0,6.5,6.51,3.95 +19069,1.51,Good,J,VS1,60.6,55.0,7848.0,7.3,7.36,4.44 +28621,0.24,Premium,H,VVS1,60.8,59.0,432.0,4.0,4.02,2.44 +35400,0.39,Very Good,E,VS1,60.0,59.0,900.0,4.76,4.8,2.87 +33838,0.53,Ideal,I,SI2,61.8,55.0,844.0,5.22,5.26,3.24 +50130,0.58,Ideal,H,IF,61.6,57.0,2211.0,5.34,5.37,3.3 +20360,1.57,Premium,J,VS1,61.3,59.0,8752.0,7.47,7.44,4.57 +24107,1.46,Premium,G,VS1,62.3,58.0,12261.0,7.25,7.2,4.5 +6369,0.32,Premium,H,SI1,62.2,56.0,576.0,4.39,4.36,2.72 +7740,0.38,Ideal,I,SI1,62.3,56.0,581.0,4.58,4.63,2.87 +44190,0.51,Very Good,D,SI1,61.0,60.0,1569.0,5.15,5.18,3.15 +53876,1.04,Very Good,I,I1,61.6,61.0,2745.0,6.45,6.47,3.98 +23544,1.73,Very Good,I,SI1,60.9,59.0,11554.0,7.71,7.68,4.69 +39096,0.41,Premium,I,VVS2,62.1,58.0,1061.0,4.78,4.76,2.96 +38984,0.39,Premium,I,VVS1,61.5,59.0,1053.0,4.7,4.67,2.88 +39916,0.51,Very Good,I,SI2,60.5,56.0,1105.0,5.23,5.25,3.17 +12232,1.01,Good,H,SI1,59.5,62.0,5197.0,6.49,6.55,3.88 +48019,0.63,Premium,E,SI1,61.3,58.0,1921.0,5.57,5.52,3.4 +47813,0.71,Good,G,SI2,58.2,64.0,1902.0,5.82,5.77,3.37 +9469,1.07,Ideal,J,VS2,61.6,56.3,4602.0,6.55,6.59,4.04 +5166,0.9,Ideal,H,SI2,61.5,56.0,3770.0,6.24,6.18,3.82 +10613,1.04,Good,F,SI1,63.1,57.0,4828.0,6.36,6.41,4.03 +14313,1.01,Fair,D,VS2,59.1,68.0,5797.0,6.56,6.44,3.84 +33995,0.42,Premium,G,VS2,62.0,58.0,847.0,4.77,4.81,2.97 +7475,1.0,Premium,F,SI1,60.8,59.0,4234.0,6.45,6.41,3.91 +21106,1.07,Ideal,G,VVS1,62.6,54.0,9276.0,6.58,6.5,4.1 +53495,1.01,Premium,J,SI2,58.3,62.0,2683.0,6.49,6.43,3.77 +52209,0.61,Very Good,D,VS1,60.9,56.0,2481.0,5.49,5.51,3.35 +31250,0.4,Ideal,I,VVS2,62.0,57.0,758.0,4.73,4.75,2.94 +2379,0.32,Very Good,G,VS2,62.8,58.0,561.0,4.31,4.35,2.72 +24270,2.1,Premium,J,SI2,59.1,58.0,12494.0,8.46,8.4,4.98 +50738,0.52,Ideal,D,VS1,62.2,56.0,2296.0,5.16,5.13,3.2 +22536,1.51,Very Good,G,SI1,59.6,60.0,10576.0,7.42,7.45,4.43 +5206,1.04,Premium,G,SI1,60.3,58.0,3780.0,6.6,6.55,3.96 +40942,0.27,Ideal,H,VS1,62.3,54.0,500.0,4.16,4.19,2.6 +53659,0.76,Premium,F,SI1,62.0,60.0,2706.0,5.88,5.76,3.61 +33519,0.33,Ideal,F,VVS1,62.0,59.0,829.0,4.42,4.45,2.75 +22017,1.5,Premium,E,SI2,59.5,55.0,10080.0,7.51,7.47,4.46 +37312,0.31,Ideal,E,VVS2,61.2,56.0,979.0,4.37,4.39,2.68 +11009,1.1,Premium,H,SI1,63.0,58.0,4916.0,6.6,6.55,4.14 +47546,0.52,Ideal,H,VVS1,60.4,57.0,1872.0,5.23,5.2,3.15 +4606,0.9,Good,E,SI2,59.9,61.0,3660.0,6.16,6.2,3.7 +7989,1.03,Premium,I,SI1,62.0,58.0,4326.0,6.47,6.43,4.0 +36197,0.4,Ideal,E,VS1,60.1,57.0,931.0,4.77,4.82,2.88 +27090,2.15,Premium,H,SI2,62.8,58.0,17221.0,8.22,8.17,5.15 +47396,0.57,Good,D,SI1,62.2,64.0,1847.0,5.29,5.23,3.27 +28130,0.29,Very Good,F,VVS2,60.1,58.0,664.0,4.32,4.37,2.61 +41257,0.38,Premium,I,SI2,60.0,59.0,500.0,4.69,4.71,2.82 +26538,2.42,Premium,J,SI2,58.5,59.0,16198.0,8.85,8.82,5.17 +30237,0.33,Ideal,E,VS2,61.9,56.0,723.0,4.43,4.46,2.75 +21540,1.2,Ideal,F,VS1,62.0,55.0,9641.0,6.81,6.83,4.23 +17702,0.32,Ideal,G,SI1,60.8,56.0,612.0,4.48,4.44,2.71 +18198,1.57,Ideal,I,SI2,62.8,57.0,7385.0,7.39,7.36,4.63 +51411,0.73,Premium,I,VS1,61.2,59.0,2371.0,5.82,5.84,3.57 +11519,0.92,Ideal,E,VS1,62.6,57.0,5023.0,6.18,6.13,3.85 +18541,1.0,Good,E,VS1,60.1,63.0,7556.0,6.42,6.45,3.87 +49857,0.67,Very Good,F,VS2,63.2,60.0,2171.0,5.55,5.5,3.49 +13301,1.02,Ideal,E,SI1,60.5,56.0,5493.0,6.57,6.53,3.96 +2545,0.7,Ideal,G,VS1,61.2,56.0,3206.0,5.71,5.75,3.5 +33288,0.31,Very Good,G,SI1,62.8,55.0,462.0,4.32,4.38,2.73 +50881,0.71,Ideal,I,VS2,62.1,59.0,2315.0,5.73,5.7,3.55 +46258,0.54,Premium,G,VS1,61.1,59.0,1754.0,5.22,5.26,3.2 +45149,0.5,Premium,F,VS2,62.4,60.0,1654.0,5.08,5.05,3.16 +18394,1.42,Ideal,H,SI2,62.2,56.0,7475.0,7.21,7.16,4.47 +47443,0.7,Good,H,SI2,63.8,57.0,1856.0,5.58,5.55,3.55 +29555,0.4,Ideal,H,SI1,62.6,52.0,705.0,4.73,4.76,2.97 +28195,0.4,Very Good,E,SI2,61.4,57.0,666.0,4.68,4.74,2.89 +49272,0.6,Ideal,E,SI1,62.3,55.0,2090.0,5.45,5.4,3.38 +5643,0.9,Good,D,SI1,62.4,63.0,3880.0,6.04,6.13,3.8 +4906,0.92,Good,I,VS1,60.9,63.0,3723.0,6.27,6.34,3.84 +47824,0.61,Ideal,D,SI1,61.6,55.0,1904.0,5.49,5.51,3.39 +17141,1.0,Very Good,F,VS2,63.8,56.9,6841.0,6.29,6.36,4.04 +30171,0.35,Very Good,D,VS2,62.6,56.0,721.0,4.48,4.5,2.81 +47132,0.58,Ideal,D,SI1,61.1,57.0,1829.0,5.41,5.36,3.29 +4850,0.71,Ideal,F,VS1,61.9,56.0,3710.0,5.7,5.74,3.54 +17508,1.19,Ideal,E,SI1,61.3,57.0,7037.0,6.83,6.81,4.18 +27769,0.32,Premium,H,VS2,61.4,60.0,648.0,4.41,4.39,2.7 +36029,0.41,Premium,G,SI1,59.1,58.0,923.0,4.88,4.83,2.87 +28811,0.38,Premium,I,VS2,62.4,56.0,682.0,4.65,4.58,2.88 +31183,0.32,Premium,D,SI1,58.9,60.0,756.0,4.49,4.47,2.64 +32893,0.36,Ideal,E,SI1,62.1,56.0,810.0,4.59,4.56,2.84 +35399,0.4,Very Good,H,VVS1,60.5,59.0,900.0,4.73,4.76,2.87 +25746,1.5,Premium,D,VS2,62.5,61.0,14675.0,7.32,7.25,4.55 +29404,0.33,Ideal,G,VS1,61.1,55.0,699.0,4.5,4.52,2.75 +45927,0.53,Premium,E,VS2,59.8,58.0,1721.0,5.26,5.27,3.15 +53408,0.71,Ideal,F,SI2,61.5,55.0,2668.0,5.78,5.75,3.54 +53528,0.76,Ideal,H,VVS2,61.8,57.0,2690.0,5.84,5.91,3.63 +51731,0.73,Fair,G,VS2,60.1,65.0,2401.0,5.91,5.81,3.52 +48304,0.31,Good,D,SI1,63.8,57.0,533.0,4.29,4.33,2.75 +20794,1.52,Very Good,D,SI2,61.2,63.0,9030.0,7.39,7.31,4.5 +12835,1.2,Very Good,H,SI2,62.0,58.0,5352.0,6.73,6.79,4.19 +21834,1.5,Premium,I,VS1,62.7,59.0,9900.0,7.25,7.3,4.56 +3554,1.0,Premium,J,SI1,62.7,57.0,3416.0,6.4,6.33,3.99 +14086,1.24,Ideal,I,SI1,61.3,56.0,5714.0,6.9,6.93,4.24 +51500,0.7,Very Good,F,SI1,62.4,58.0,2382.0,5.64,5.7,3.54 +8502,1.12,Premium,J,VS2,58.6,58.0,4422.0,6.85,6.81,4.0 +26296,1.52,Premium,F,VS2,61.4,58.0,15792.0,7.42,7.37,4.54 +3902,0.9,Good,G,SI2,62.7,59.0,3489.0,6.04,6.12,3.81 +36812,0.3,Premium,G,IF,62.9,58.0,956.0,4.25,4.21,2.66 +36806,0.3,Ideal,G,IF,62.8,57.0,956.0,4.32,4.28,2.7 +21881,1.5,Premium,G,SI1,62.9,55.0,9954.0,7.28,7.24,4.57 +39497,0.41,Premium,E,VS1,60.4,58.0,1079.0,4.78,4.82,2.9 +32749,0.36,Ideal,F,VS1,61.3,55.0,803.0,4.59,4.61,2.82 +19586,1.51,Very Good,I,SI1,63.5,57.0,8214.0,7.19,7.24,4.58 +18349,1.01,Premium,G,VVS2,61.6,60.0,7466.0,6.41,6.38,3.94 +29387,0.31,Very Good,E,SI1,63.4,55.0,698.0,4.33,4.31,2.74 +31832,0.34,Premium,G,VVS2,61.6,58.0,775.0,4.44,4.49,2.75 +41961,0.23,Very Good,E,VVS2,64.1,58.0,505.0,3.85,3.89,2.48 +19271,1.21,Ideal,G,VS2,61.1,57.0,7996.0,6.95,6.85,4.22 +15980,1.2,Premium,E,SI2,62.6,56.0,6397.0,6.84,6.77,4.26 +40558,0.41,Ideal,G,VVS1,62.0,56.0,1151.0,4.78,4.8,2.97 +4492,0.79,Premium,E,VS2,62.1,59.0,3628.0,5.9,5.86,3.65 +28999,0.34,Premium,F,VS2,61.2,59.0,686.0,4.49,4.53,2.76 +50317,1.06,Fair,I,I1,64.5,57.0,2239.0,6.47,6.33,4.13 +11904,1.15,Premium,F,SI2,61.1,57.0,5120.0,6.82,6.77,4.15 +36521,0.42,Ideal,G,SI1,62.9,54.0,945.0,4.81,4.79,3.02 +11465,1.01,Very Good,F,SI1,63.1,59.0,5010.0,6.3,6.37,4.0 +32750,0.36,Ideal,F,VS1,60.8,56.0,803.0,4.61,4.64,2.81 +21009,1.0,Very Good,E,VVS2,63.0,58.0,9224.0,6.33,6.36,4.0 +13734,0.28,Very Good,E,VVS2,60.2,58.0,604.0,4.24,4.27,2.56 +52321,0.5,Very Good,E,VVS1,60.1,56.0,2495.0,5.16,5.19,3.11 +41501,0.62,Premium,F,SI2,59.1,58.0,1234.0,5.6,5.57,3.3 +32631,0.23,Good,E,VVS1,60.6,65.0,458.0,3.95,3.97,2.4 +2342,0.83,Ideal,H,VS2,61.6,55.0,3171.0,6.04,6.08,3.73 +6900,0.73,Ideal,D,VS2,61.6,56.0,4134.0,5.76,5.8,3.56 +328,0.72,Premium,E,VS2,63.0,55.0,2802.0,5.79,5.61,3.59 +851,0.83,Ideal,E,SI2,62.2,57.0,2870.0,6.0,6.05,3.75 +2302,0.7,Ideal,F,VS1,61.0,58.0,3162.0,5.74,5.76,3.51 +6700,0.32,Ideal,J,VS2,61.5,53.0,409.0,4.44,4.47,2.74 +51393,0.71,Very Good,G,VS1,63.5,56.0,2368.0,5.67,5.63,3.59 +11018,0.59,Ideal,D,IF,60.9,60.0,4916.0,5.41,5.39,3.29 +8795,1.21,Premium,F,SI2,61.8,59.0,4472.0,6.82,6.77,4.2 +5579,0.9,Very Good,E,SI1,63.6,57.0,3863.0,6.08,6.12,3.88 +42334,0.45,Ideal,G,VVS1,61.5,57.0,1297.0,4.91,4.95,3.03 +47902,0.53,Premium,G,VVS2,60.8,58.0,1914.0,5.25,5.18,3.17 +42505,0.55,Premium,G,SI1,61.8,59.0,1321.0,5.25,5.2,3.23 +42553,0.46,Ideal,D,VS2,62.7,57.0,1326.0,4.89,4.93,3.08 +19512,1.23,Premium,G,VS1,59.6,60.0,8145.0,6.94,6.99,4.15 +19658,1.17,Ideal,H,IF,61.0,53.0,8266.0,6.89,6.85,4.19 +14286,1.06,Premium,H,VS2,62.0,58.0,5783.0,6.5,6.57,4.05 +17069,0.32,Premium,G,SI1,62.6,58.0,612.0,4.35,4.31,2.71 +29565,0.41,Good,F,SI1,63.4,57.0,705.0,4.73,4.74,3.0 +12666,1.02,Very Good,I,VS1,62.2,60.0,5302.0,6.4,6.43,3.99 +26709,0.32,Ideal,F,VS2,62.4,55.0,645.0,4.41,4.43,2.76 +9778,0.9,Very Good,H,VVS1,62.1,59.0,4664.0,6.17,6.19,3.84 +28664,0.31,Ideal,G,VVS2,61.2,54.0,677.0,4.38,4.41,2.69 +41754,0.67,Very Good,E,SI2,63.1,58.0,1244.0,5.62,5.53,3.53 +42868,0.43,Ideal,F,VVS1,62.3,55.0,1358.0,4.85,4.88,3.03 +11711,0.4,Very Good,J,VS2,62.5,60.0,596.0,4.67,4.71,2.93 +38974,0.4,Very Good,E,VS1,62.4,54.0,1053.0,4.71,4.75,2.95 +40986,0.5,Premium,E,SI2,61.5,58.0,1181.0,5.09,5.03,3.11 +29800,0.3,Very Good,D,SI1,63.3,55.0,709.0,4.31,4.28,2.72 +33092,0.31,Ideal,D,VVS2,61.7,54.0,815.0,4.38,4.43,2.72 +25569,2.0,Premium,D,SI2,61.0,58.0,14406.0,8.06,7.97,4.89 +6317,0.71,Ideal,E,VVS1,61.9,55.0,4027.0,5.73,5.77,3.56 +38616,0.3,Very Good,F,SI1,58.4,59.0,489.0,4.42,4.45,2.59 +43092,0.41,Ideal,E,VVS2,61.1,57.0,1381.0,4.82,4.77,2.93 +7017,0.92,Good,D,SI1,63.1,58.0,4158.0,6.11,6.16,3.87 +51070,0.54,Ideal,F,VS2,61.3,57.0,2333.0,5.29,5.24,3.23 +23781,1.27,Ideal,E,VS1,61.8,57.0,11840.0,6.94,6.98,4.3 +31783,0.42,Ideal,F,SI1,62.0,57.0,773.0,4.81,4.83,2.99 +16962,1.12,Ideal,G,VS2,62.0,56.0,6774.0,6.69,6.64,4.13 +9976,1.04,Very Good,G,SI2,60.6,57.0,4703.0,6.56,6.6,3.99 +8513,1.16,Ideal,G,SI2,61.3,55.0,4425.0,6.79,6.84,4.18 +47593,0.51,Ideal,E,VS2,60.7,56.0,1877.0,5.17,5.21,3.15 +19592,1.0,Ideal,G,VVS1,61.9,57.0,8217.0,6.39,6.43,3.97 +4724,0.33,Ideal,I,SI1,62.7,56.0,572.0,4.44,4.4,2.77 +6863,0.74,Ideal,F,VVS1,60.8,60.0,4127.0,5.82,5.86,3.55 +7391,0.33,Very Good,E,SI1,62.0,60.0,579.0,4.38,4.43,2.73 +25762,2.16,Very Good,J,SI1,61.4,58.0,14715.0,8.29,8.31,5.1 +6266,0.87,Ideal,D,SI2,61.4,54.0,4012.0,6.15,6.2,3.79 +12839,1.08,Ideal,D,SI2,61.6,57.0,5352.0,6.62,6.58,4.07 +20980,1.52,Premium,E,SI2,60.8,60.0,9193.0,7.42,7.36,4.49 +46322,0.51,Very Good,D,VS1,61.0,57.0,1756.0,5.15,5.18,3.15 +15754,1.29,Ideal,H,SI2,61.6,54.0,6300.0,7.0,7.02,4.32 +13783,1.01,Premium,G,VS2,62.5,60.0,5620.0,6.37,6.31,3.96 +48700,0.65,Very Good,G,VS2,63.2,57.0,2009.0,5.54,5.47,3.48 +48807,0.75,Ideal,J,VS2,62.3,57.0,2025.0,5.84,5.81,3.63 +14560,1.0,Premium,D,SI1,61.4,58.0,5880.0,6.43,6.37,3.93 +16503,1.36,Very Good,F,SI1,62.8,53.0,6597.0,7.05,7.1,4.45 +34063,0.36,Ideal,D,SI1,61.6,56.0,851.0,4.58,4.54,2.81 +14890,1.2,Ideal,G,SI1,60.5,56.0,5996.0,6.84,6.87,4.15 +52151,0.79,Premium,H,SI2,60.4,61.0,2471.0,5.99,5.96,3.61 +12124,1.18,Good,D,SI2,60.7,63.0,5168.0,6.77,6.81,4.12 +45659,0.25,Very Good,F,IF,63.3,59.0,526.0,3.99,4.04,2.54 +24697,0.3,Very Good,G,VVS2,59.7,63.0,638.0,4.34,4.37,2.6 +43307,0.5,Very Good,F,VS2,62.8,57.0,1402.0,5.05,5.08,3.18 +3250,0.89,Very Good,F,SI2,60.2,60.0,3356.0,6.18,6.21,3.73 +40597,0.37,Ideal,J,SI1,60.5,57.0,497.0,4.63,4.66,2.81 +8229,1.0,Good,F,SI1,64.0,57.0,4372.0,6.29,6.33,4.04 +10018,0.9,Very Good,E,VS2,60.6,60.0,4709.0,6.14,6.27,3.76 +19422,1.51,Premium,H,SI2,62.8,60.0,8074.0,7.26,7.22,4.55 +36761,0.56,Very Good,H,SI2,62.0,63.0,956.0,5.26,5.21,3.27 +41695,0.45,Good,H,VVS1,56.8,64.0,1240.0,5.08,4.99,2.86 +40187,0.52,Very Good,E,SI2,61.8,54.0,1120.0,5.15,5.18,3.19 +17375,0.34,Premium,I,VS2,62.1,57.0,612.0,4.48,4.44,2.77 +32125,0.4,Good,F,VS2,62.2,61.0,784.0,4.71,4.74,2.94 +16830,1.11,Premium,G,VS2,60.8,58.0,6713.0,6.7,6.65,4.06 +37485,0.35,Premium,E,VS2,59.2,58.0,984.0,4.63,4.59,2.73 +5892,0.9,Premium,I,VVS2,58.3,60.0,3931.0,6.32,6.28,3.67 +48290,0.52,Ideal,G,VVS2,61.6,55.0,1957.0,5.14,5.18,3.19 +10477,1.22,Very Good,J,VS2,61.9,57.0,4793.0,6.82,6.87,4.24 +31656,0.35,Ideal,E,VS2,62.4,57.0,767.0,4.52,4.55,2.83 +40036,0.4,Very Good,F,VVS1,61.9,59.0,1111.0,4.71,4.75,2.93 +34053,0.42,Ideal,F,SI2,62.1,56.0,851.0,4.83,4.8,2.99 +17370,1.39,Good,F,SI2,63.8,55.0,6969.0,7.05,7.08,4.51 +45065,0.57,Good,F,VS2,62.8,62.0,1642.0,5.22,5.25,3.29 +21704,0.27,Ideal,G,VVS1,62.5,56.0,627.0,4.15,4.18,2.6 +47975,0.3,Ideal,I,VVS1,62.2,54.0,532.0,4.29,4.35,2.68 +10074,0.35,Ideal,F,SI2,62.8,55.0,591.0,4.53,4.48,2.83 +20269,1.21,Ideal,F,VS2,62.4,59.0,8691.0,6.82,6.77,4.24 +44730,0.62,Ideal,H,VS2,61.2,54.0,1616.0,5.51,5.6,3.4 +21071,1.02,Very Good,F,VVS2,59.9,57.0,9246.0,6.54,6.59,3.93 +43418,0.52,Ideal,G,SI1,61.2,55.0,1413.0,5.17,5.22,3.18 +31569,0.31,Ideal,D,VVS2,61.9,57.0,766.0,4.31,4.35,2.68 +42582,0.59,Ideal,J,VS1,58.7,56.0,1330.0,5.52,5.48,3.23 +38210,0.43,Ideal,F,SI1,61.7,54.0,1016.0,4.9,4.86,3.01 +41195,0.47,Very Good,G,VS1,60.5,59.4,1203.0,5.03,5.08,3.06 +13279,1.01,Good,F,VS2,57.3,62.0,5487.0,6.63,6.59,3.79 +37320,0.35,Ideal,G,IF,60.2,55.0,979.0,4.63,4.64,2.79 +40835,0.56,Good,E,SI2,63.5,57.0,1172.0,5.21,5.24,3.32 +33967,0.32,Ideal,E,VS2,61.3,55.0,846.0,4.41,4.43,2.71 +14590,1.0,Premium,G,VS2,61.0,59.0,5887.0,6.41,6.37,3.9 +13566,1.16,Premium,H,SI1,61.2,58.0,5554.0,6.81,6.76,4.15 +29704,0.4,Ideal,E,SI1,62.5,57.0,707.0,4.7,4.74,2.95 +34103,0.36,Ideal,D,VS2,61.6,56.0,852.0,4.55,4.57,2.81 +35617,0.3,Very Good,H,VS2,62.7,59.0,473.0,4.22,4.27,2.66 +39709,0.58,Ideal,J,SI1,61.5,55.0,1089.0,5.36,5.4,3.31 +25499,1.52,Premium,G,VS1,61.2,60.0,14293.0,7.37,7.4,4.52 +53885,0.81,Ideal,D,SI1,61.5,57.0,2748.0,6.0,6.03,3.7 +23049,1.5,Ideal,G,SI1,62.0,56.0,11079.0,7.29,7.33,4.53 +4074,0.31,Ideal,D,SI1,61.8,57.0,571.0,4.32,4.36,2.68 +10658,1.0,Good,G,VS2,56.7,62.0,4838.0,6.64,6.59,3.75 +42694,0.54,Ideal,H,VS2,60.1,57.0,1338.0,5.28,5.33,3.19 +50551,0.7,Ideal,I,VVS2,62.5,54.0,2276.0,5.69,5.74,3.57 +789,0.62,Fair,F,IF,60.1,61.0,2861.0,5.53,5.56,3.33 +9112,0.9,Ideal,G,VS1,61.6,56.3,4531.0,6.22,6.3,3.86 +43860,0.53,Very Good,G,VS2,60.1,59.0,1449.0,5.22,5.26,3.15 +30014,0.38,Ideal,E,VS2,61.5,56.0,717.0,4.65,4.69,2.87 +52011,0.78,Good,F,SI2,62.7,61.0,2444.0,5.8,5.84,3.65 +15927,1.04,Ideal,H,VS1,62.0,54.0,6368.0,6.52,6.54,4.05 +43699,0.5,Very Good,D,SI1,62.0,60.0,1436.0,5.08,5.12,3.16 +18090,1.02,Premium,E,VS2,60.0,59.0,7311.0,6.56,6.54,3.93 +17521,1.04,Good,G,VS1,63.8,57.0,7049.0,6.4,6.43,4.09 +28157,0.3,Ideal,H,VVS1,62.0,56.0,665.0,4.29,4.32,2.67 +14861,1.14,Premium,H,VS2,60.2,58.0,5986.0,6.74,6.81,4.08 +20799,1.6,Premium,J,VS1,61.3,59.0,9032.0,7.52,7.49,4.6 +3500,0.88,Premium,G,VS2,61.1,58.0,3400.0,6.19,6.15,3.77 +7234,1.01,Ideal,J,SI1,60.2,59.0,4194.0,6.48,6.51,3.91 +1598,1.2,Fair,J,I1,64.9,59.0,3011.0,6.61,6.54,4.27 +27196,2.01,Good,I,VS2,65.0,57.0,17497.0,7.85,7.99,5.15 +6812,1.01,Premium,E,SI2,60.6,58.0,4118.0,6.53,6.47,3.94 +18011,1.47,Ideal,I,VS2,62.3,57.0,7284.0,7.24,7.3,4.53 +29813,0.3,Ideal,D,SI1,62.5,57.0,709.0,4.28,4.26,2.67 +46957,0.3,Premium,I,VS1,61.9,59.0,527.0,4.31,4.24,2.65 +20997,1.12,Ideal,G,VVS2,61.9,57.0,9214.0,6.62,6.66,4.11 +42327,0.41,Ideal,F,VVS1,60.9,56.0,1295.0,4.79,4.83,2.93 +35351,0.42,Ideal,H,SI1,62.4,57.0,898.0,4.79,4.76,2.98 +31158,0.41,Ideal,E,SI1,62.6,57.0,755.0,4.72,4.73,2.96 +14669,1.51,Fair,F,SI2,65.4,56.0,5919.0,7.2,7.08,4.67 +11281,1.22,Ideal,E,SI2,62.8,54.0,4974.0,6.78,6.75,4.25 +11190,1.18,Premium,H,SI2,61.6,57.0,4956.0,6.81,6.73,4.17 +36645,0.43,Good,F,SI1,63.8,57.0,948.0,4.82,4.8,3.07 +5512,0.91,Premium,D,SI2,62.7,59.0,3848.0,6.17,6.21,3.88 +37972,0.41,Ideal,E,VS1,61.5,56.0,1007.0,4.77,4.79,2.94 +7931,0.84,Very Good,F,VVS2,60.4,62.0,4318.0,6.1,6.15,3.7 +52155,0.7,Very Good,G,VS1,63.2,58.0,2473.0,5.61,5.65,3.56 +43956,0.31,Good,F,SI1,63.1,57.0,516.0,4.28,4.31,2.71 +50046,0.59,Very Good,D,VS2,62.9,56.7,2200.0,5.37,5.39,3.38 +45497,0.51,Very Good,F,VS1,60.0,59.0,1680.0,5.18,5.22,3.12 +24419,1.64,Premium,F,SI1,62.8,59.0,12670.0,7.53,7.51,4.72 +47506,0.56,Premium,D,SI1,62.3,58.0,1865.0,5.28,5.21,3.27 +25020,2.02,Very Good,G,SI2,63.2,54.0,13554.0,7.96,7.82,4.99 +18139,1.59,Very Good,I,SI2,61.9,58.0,7345.0,7.46,7.5,4.63 +4700,0.9,Ideal,J,IF,62.2,57.0,3677.0,6.17,6.14,3.83 +18860,1.7,Very Good,J,VS2,63.2,58.0,7730.0,7.56,7.5,4.76 +2037,0.79,Good,E,SI1,63.2,56.0,3107.0,5.83,5.91,3.71 +1193,0.59,Very Good,D,VVS2,60.6,59.0,2933.0,5.44,5.49,3.31 +2785,0.9,Very Good,G,SI2,62.2,60.0,3256.0,6.09,6.2,3.82 +43409,0.53,Ideal,D,SI2,60.4,57.0,1412.0,5.3,5.26,3.19 +37208,0.34,Ideal,G,IF,61.0,55.0,974.0,4.51,4.54,2.76 +24927,2.07,Ideal,F,SI2,60.5,57.0,13373.0,8.28,8.21,4.99 +19352,0.31,Ideal,E,VS2,61.8,56.0,622.0,4.35,4.37,2.69 +35360,0.38,Premium,I,VS1,59.9,60.0,898.0,4.72,4.66,2.81 +19376,0.27,Ideal,E,VVS2,62.0,55.0,622.0,4.12,4.14,2.56 +51918,0.7,Very Good,G,VS2,59.0,60.0,2437.0,5.76,5.83,3.42 +27184,2.08,Ideal,H,SI1,61.3,56.0,17469.0,8.24,8.27,5.06 +17925,1.01,Premium,F,VS2,61.7,58.0,7240.0,6.47,6.43,3.98 +15456,1.21,Very Good,H,VS2,62.9,57.0,6189.0,6.75,6.8,4.26 +9508,0.9,Premium,D,SI1,62.2,60.0,4612.0,6.14,6.08,3.8 +46953,0.3,Very Good,I,VVS2,61.9,61.0,526.0,4.28,4.32,2.66 +16000,1.37,Ideal,I,SI2,62.2,56.0,6401.0,7.07,7.14,4.42 +38425,0.51,Premium,G,SI2,62.5,56.0,1026.0,5.12,5.09,3.19 +51388,0.71,Ideal,H,SI1,61.3,58.0,2368.0,5.73,5.78,3.53 +11952,1.13,Premium,D,SI2,60.9,59.0,5133.0,6.65,6.72,4.07 +43402,0.59,Very Good,F,SI1,61.7,57.0,1412.0,5.39,5.43,3.34 +2726,0.36,Ideal,G,SI2,61.8,56.0,565.0,4.58,4.61,2.84 +10371,1.06,Premium,F,SI1,62.4,58.0,4774.0,6.51,6.56,4.07 +42554,0.46,Very Good,D,VS2,60.9,58.0,1326.0,4.94,4.97,3.02 +29364,0.31,Premium,G,VS2,61.5,59.0,698.0,4.35,4.33,2.67 +27633,2.03,Ideal,F,SI2,61.4,58.0,18535.0,8.12,8.16,5.0 +9787,1.01,Very Good,E,SI2,59.5,59.0,4666.0,6.54,6.58,3.9 +47481,0.59,Good,F,VS1,60.5,61.0,1861.0,5.43,5.5,3.31 +46211,0.54,Very Good,G,VVS2,61.8,57.0,1751.0,5.22,5.26,3.24 +33777,0.35,Very Good,F,VS1,60.3,58.6,842.0,4.56,4.59,2.76 +24743,2.09,Premium,J,SI2,60.0,60.0,13092.0,8.32,8.37,5.01 +44597,0.53,Premium,H,VS1,62.3,58.0,1607.0,5.17,5.13,3.21 +32253,0.3,Premium,G,VVS1,61.8,59.0,789.0,4.28,4.33,2.66 +41745,0.57,Very Good,E,SI2,59.7,57.0,1244.0,5.4,5.48,3.25 +22113,1.24,Ideal,F,VS1,60.9,54.0,10138.0,6.98,6.95,4.24 +17153,1.23,Very Good,H,VS2,62.4,58.0,6848.0,6.8,6.85,4.26 +30955,0.32,Very Good,I,VS2,62.8,58.0,449.0,4.33,4.37,2.73 +34452,0.32,Ideal,I,IF,60.8,54.0,864.0,4.47,4.44,2.71 +52463,0.68,Good,F,VS1,60.0,60.8,2516.0,5.67,5.71,3.41 +1743,0.7,Ideal,H,VS2,61.5,56.0,3038.0,5.71,5.73,3.52 +14840,1.2,Premium,H,SI1,62.9,55.0,5975.0,6.77,6.74,4.25 +2603,0.72,Very Good,F,VS1,62.8,58.0,3219.0,5.7,5.73,3.59 +44942,0.51,Very Good,E,VS1,64.4,55.0,1634.0,5.03,5.07,3.25 +44933,0.58,Very Good,H,VS2,61.2,55.8,1633.0,5.39,5.41,3.3 +50335,0.55,Ideal,F,VVS2,62.4,55.0,2242.0,5.24,5.28,3.28 +53110,0.7,Ideal,E,VS2,62.2,55.0,2616.0,5.72,5.69,3.55 +53099,0.77,Premium,E,SI2,61.7,61.0,2614.0,5.93,5.9,3.65 +16351,0.3,Premium,H,VS2,62.9,59.0,608.0,4.3,4.26,2.69 +48421,0.7,Ideal,J,VS2,61.5,57.0,1971.0,5.7,5.74,3.52 +13839,1.09,Premium,E,SI1,62.5,57.0,5640.0,6.61,6.55,4.11 +18331,1.04,Ideal,G,VS1,61.5,57.0,7457.0,6.5,6.54,4.01 +24561,1.23,Ideal,D,VVS2,62.0,55.0,12848.0,6.85,6.92,4.27 +37922,0.23,Very Good,E,VVS1,59.3,62.0,485.0,3.99,4.0,2.37 +34733,0.37,Premium,E,VS1,60.4,58.0,876.0,4.61,4.66,2.8 +41040,0.41,Ideal,E,VVS2,60.9,56.0,1187.0,4.75,4.81,2.91 +12374,0.4,Ideal,F,SI2,62.8,55.0,597.0,4.7,4.73,2.96 +37083,0.41,Premium,E,SI1,60.2,60.0,969.0,4.82,4.78,2.89 +12364,0.26,Very Good,D,VVS2,59.1,59.0,597.0,4.21,4.28,2.51 +49237,0.82,Premium,J,SI1,62.2,58.0,2083.0,5.98,5.94,3.71 +32337,0.3,Ideal,E,VVS2,61.8,56.0,789.0,4.31,4.33,2.67 +6216,0.8,Very Good,G,VVS2,62.5,56.0,4002.0,5.95,5.98,3.73 +28016,0.3,Ideal,E,VS2,62.3,56.0,658.0,4.3,4.34,2.69 +17839,1.01,Very Good,E,VS2,60.6,59.0,7195.0,6.43,6.47,3.91 +33933,0.33,Ideal,I,VS2,62.4,56.0,463.0,4.39,4.43,2.75 +11075,0.91,Very Good,G,SI1,62.8,56.0,4922.0,6.16,6.2,3.88 +51710,0.58,Ideal,F,VS2,61.8,57.0,2401.0,5.39,5.35,3.32 +32347,0.36,Ideal,E,VS2,61.9,56.0,789.0,4.56,4.59,2.83 +17852,1.21,Premium,E,SI1,62.6,58.0,7203.0,6.79,6.82,4.26 +6610,1.0,Very Good,F,SI2,60.2,59.0,4082.0,6.41,6.48,3.88 +41354,0.53,Ideal,J,VS1,61.4,55.2,1218.0,5.2,5.22,3.2 +2526,1.02,Ideal,G,SI2,62.3,56.0,3204.0,6.39,6.35,3.97 +11835,1.21,Premium,J,VS2,61.9,59.0,5096.0,6.84,6.77,4.21 +14437,1.01,Good,E,VS2,65.6,55.0,5829.0,6.16,6.22,4.06 +43343,0.51,Good,F,SI1,63.6,58.0,1406.0,5.08,5.05,3.22 +38763,0.31,Ideal,E,IF,61.9,55.0,1046.0,4.38,4.41,2.72 +2268,0.58,Ideal,D,VVS1,61.6,60.0,3154.0,5.34,5.35,3.29 +48535,0.54,Ideal,D,VS1,61.6,54.0,1987.0,5.24,5.25,3.23 +27159,2.01,Premium,G,SI2,60.1,60.0,17403.0,8.25,8.18,4.94 +17873,1.15,Premium,D,SI1,61.1,53.0,7213.0,6.83,6.76,4.15 +45111,0.54,Very Good,D,SI1,60.3,61.0,1650.0,5.26,5.29,3.18 +5273,0.9,Ideal,F,SI2,61.9,56.0,3796.0,6.19,6.24,3.85 +22619,1.26,Premium,F,VS1,62.0,58.0,10669.0,6.95,6.88,4.29 +5753,0.9,Good,E,SI2,61.3,61.0,3895.0,6.13,6.17,3.77 +5392,0.3,Premium,G,SI1,62.9,59.0,574.0,4.28,4.24,2.68 +48736,0.78,Ideal,I,VS2,62.0,56.0,2012.0,5.93,5.87,3.66 +29235,0.31,Ideal,D,VS1,61.6,54.0,696.0,4.33,4.37,2.68 +33189,0.34,Very Good,E,VVS2,61.6,58.0,819.0,4.5,4.53,2.78 +20876,1.59,Very Good,G,SI2,61.7,59.0,9094.0,7.41,7.46,4.59 +19761,1.01,Very Good,F,VS2,62.0,60.0,8330.0,6.36,6.39,3.95 +36793,0.34,Ideal,E,VS2,62.6,57.0,956.0,4.47,4.45,2.79 +43187,0.58,Ideal,E,SI2,61.4,57.1,1392.0,5.36,5.38,3.3 +34665,0.31,Ideal,E,VS2,62.4,54.0,872.0,4.35,4.31,2.7 +20374,0.31,Premium,G,VS1,62.1,58.0,625.0,4.31,4.36,2.69 +21495,1.25,Ideal,G,VS2,60.9,57.0,9590.0,6.96,6.99,4.25 +40567,0.52,Ideal,J,VS2,61.4,57.0,1151.0,5.17,5.21,3.19 +8827,1.02,Ideal,E,SI2,62.8,55.0,4478.0,6.43,6.4,4.03 +21964,1.24,Premium,F,VS1,62.5,58.0,10033.0,6.87,6.83,4.28 +10163,1.05,Ideal,F,SI1,61.8,57.0,4729.0,6.51,6.54,4.03 +49634,0.32,Premium,I,SI1,61.1,59.0,540.0,4.42,4.38,2.69 +25560,1.52,Premium,F,VS2,59.4,55.0,14388.0,7.52,7.46,4.45 +14879,1.16,Ideal,E,SI2,61.9,55.0,5991.0,6.71,6.77,4.17 +38914,0.33,Ideal,G,IF,62.2,56.0,1052.0,4.45,4.43,2.76 +11512,1.01,Good,G,SI1,63.2,59.0,5021.0,6.32,6.36,4.01 +24922,1.53,Very Good,H,IF,63.1,57.0,13369.0,7.34,7.25,4.6 +9838,1.12,Very Good,H,SI1,63.1,56.0,4673.0,6.62,6.59,4.17 +17854,1.16,Ideal,G,VS2,62.3,57.0,7203.0,6.72,6.66,4.17 +36282,0.32,Premium,G,SI1,61.6,58.0,477.0,4.36,4.4,2.7 +16862,1.56,Ideal,J,SI1,61.8,57.0,6727.0,7.44,7.39,4.58 +9659,1.01,Premium,H,SI1,63.0,60.0,4642.0,6.36,6.33,4.0 +4820,0.91,Very Good,I,SI1,62.8,57.0,3703.0,6.09,6.18,3.85 +9601,0.56,Ideal,D,IF,60.8,58.0,4632.0,5.35,5.31,3.24 +51429,0.61,Ideal,E,VS2,61.3,55.0,2373.0,5.48,5.45,3.35 +25802,2.02,Very Good,H,SI2,58.7,62.0,14795.0,8.23,8.2,4.82 +16548,1.03,Ideal,D,SI1,61.3,56.0,6610.0,6.48,6.54,3.99 +40085,0.33,Ideal,H,IF,62.1,55.0,1114.0,4.44,4.41,2.75 +8714,0.37,Ideal,G,SI1,61.4,56.0,586.0,4.63,4.65,2.85 +45918,0.53,Ideal,G,VS1,61.9,56.0,1721.0,5.19,5.21,3.22 +28964,0.31,Very Good,H,SI1,61.7,59.0,435.0,4.36,4.39,2.7 +12339,1.22,Ideal,I,SI2,61.3,57.0,5226.0,6.91,6.85,4.22 +11420,0.9,Very Good,E,VS1,62.3,56.0,5001.0,6.1,6.19,3.83 +8670,1.04,Premium,G,SI2,62.6,58.0,4455.0,6.49,6.42,4.04 +40760,0.51,Premium,H,SI1,60.0,61.0,1163.0,5.2,5.17,3.11 +2520,0.76,Ideal,F,VS2,61.0,55.0,3201.0,5.92,5.89,3.6 +13342,1.46,Fair,G,SI2,64.6,54.0,5504.0,7.11,7.03,4.57 +18074,1.33,Premium,H,SI1,61.9,58.0,7302.0,7.04,6.98,4.34 +15641,1.18,Ideal,I,VS1,62.2,55.0,6272.0,6.8,6.77,4.22 +2567,0.91,Good,J,VS1,64.2,60.0,3210.0,6.01,5.95,3.84 +49071,0.57,Premium,G,VVS2,60.2,60.0,2059.0,5.44,5.36,3.25 +4464,0.82,Very Good,F,VS2,58.7,58.0,3621.0,6.1,6.2,3.61 +23807,1.73,Premium,G,VS1,61.6,60.0,11867.0,7.67,7.62,4.71 +21885,1.22,Ideal,G,VS2,60.1,57.0,9954.0,6.96,7.01,4.2 +14681,1.27,Good,I,VS2,63.3,63.0,5923.0,6.82,6.87,4.33 +27294,1.87,Ideal,H,VS1,59.7,60.0,17761.0,7.98,8.04,4.78 +24452,2.02,Ideal,J,SI1,59.8,60.0,12713.0,8.21,8.16,4.9 +46712,0.59,Ideal,E,SI1,60.7,56.0,1793.0,5.45,5.49,3.32 +41876,0.38,Ideal,D,VVS2,61.3,56.0,1257.0,4.73,4.63,2.87 +53857,0.53,Premium,D,VS1,61.3,58.0,2743.0,5.2,5.18,3.18 +19360,0.27,Very Good,D,VVS2,62.3,57.0,622.0,4.13,4.15,2.58 +15815,1.03,Premium,G,VS2,62.3,59.0,6327.0,6.42,6.38,3.99 +39762,0.52,Ideal,I,SI1,61.8,54.0,1094.0,5.16,5.19,3.2 +20302,1.71,Fair,F,SI2,64.9,57.0,8714.0,7.51,7.41,4.84 +43946,0.32,Ideal,E,SI1,61.6,54.0,516.0,4.42,4.45,2.73 +3257,0.74,Premium,E,VS1,62.8,59.0,3357.0,5.76,5.68,3.59 +52439,0.63,Ideal,E,VS2,61.5,56.0,2513.0,5.48,5.54,3.39 +22048,0.31,Ideal,I,VS1,62.8,57.0,628.0,4.32,4.28,2.7 +43032,0.5,Fair,G,VS1,65.9,57.0,1373.0,5.0,4.87,3.25 +26540,2.0,Good,E,SI2,57.6,63.0,16206.0,8.2,8.16,4.73 +10218,1.15,Premium,H,SI2,61.6,60.0,4743.0,6.72,6.75,4.15 +12053,0.34,Premium,H,VS1,62.1,58.0,596.0,4.46,4.49,2.78 +29370,0.31,Ideal,G,VS2,62.3,56.0,698.0,4.34,4.29,2.69 +43381,0.5,Ideal,E,SI1,60.8,57.0,1410.0,5.09,5.14,3.11 +31362,0.4,Very Good,G,VS1,60.4,57.0,760.0,4.76,4.77,2.88 +480,0.73,Premium,E,VS2,61.6,59.0,2821.0,5.77,5.73,3.54 +37918,0.41,Premium,F,VS1,62.6,58.0,1007.0,4.74,4.75,2.97 +14772,1.06,Ideal,D,SI1,62.7,54.0,5946.0,6.52,6.55,4.1 +34102,0.36,Ideal,D,VS2,61.7,55.0,852.0,4.58,4.6,2.83 +8753,1.2,Good,J,VS2,63.7,58.0,4466.0,6.61,6.68,4.23 +700,0.78,Very Good,H,VS1,61.9,57.1,2854.0,5.87,5.95,3.66 +4087,0.96,Fair,E,SI2,65.6,58.0,3533.0,6.11,6.15,4.02 +26303,1.32,Ideal,D,VVS2,59.3,59.0,15802.0,7.16,7.23,4.27 +13150,0.9,Ideal,E,VS2,62.0,59.0,5439.0,6.17,6.21,3.84 +24497,2.11,Very Good,J,SI2,60.8,61.0,12771.0,8.21,8.36,5.04 +45767,0.61,Good,H,VS1,60.1,60.3,1706.0,5.47,5.5,3.29 +18142,1.21,Ideal,F,SI1,61.2,59.0,7349.0,6.8,6.85,4.18 +43161,0.42,Ideal,F,VVS1,62.0,55.0,1389.0,4.84,4.81,2.99 +3441,0.9,Premium,H,SI1,62.8,62.0,3387.0,6.09,6.05,3.81 +11006,1.14,Very Good,E,SI2,62.6,56.0,4915.0,6.63,6.69,4.17 +4477,0.94,Very Good,H,SI2,62.7,61.0,3624.0,6.21,6.24,3.9 +40659,0.5,Premium,E,SI2,59.5,59.0,1154.0,5.16,5.19,3.08 +20940,1.1,Ideal,G,VVS2,61.7,56.0,9148.0,6.67,6.63,4.1 +10754,1.01,Very Good,F,SI2,62.7,55.0,4853.0,6.32,6.4,3.99 +7010,0.74,Ideal,F,VVS2,61.7,57.0,4157.0,5.79,5.84,3.59 +31521,0.34,Ideal,E,SI1,61.0,57.0,765.0,4.51,4.48,2.74 +26426,2.01,Very Good,I,VVS2,63.5,58.0,15952.0,7.92,7.82,5.0 +29211,0.31,Ideal,E,VS2,59.8,57.0,695.0,4.43,4.46,2.65 +34080,0.36,Ideal,E,VS1,61.7,56.0,852.0,4.56,4.58,2.82 +29303,0.3,Ideal,I,VS2,62.1,54.0,438.0,4.32,4.35,2.69 +4881,0.79,Ideal,E,SI1,61.6,55.0,3715.0,5.94,6.04,3.69 +44868,0.5,Ideal,D,VS2,62.0,56.0,1628.0,5.1,5.13,3.17 +35327,0.33,Very Good,G,IF,62.6,55.0,898.0,4.41,4.44,2.77 +35259,0.3,Ideal,G,IF,62.1,55.0,895.0,4.31,4.35,2.69 +10676,1.12,Ideal,J,SI1,62.4,57.0,4840.0,6.65,6.6,4.14 +11329,1.2,Premium,I,SI2,60.0,58.0,4989.0,6.91,6.93,4.15 +33428,0.32,Ideal,G,VS1,61.3,55.0,828.0,4.46,4.42,2.72 +36587,0.33,Ideal,G,IF,60.9,57.0,946.0,4.45,4.48,2.72 +47562,0.51,Ideal,G,VVS2,61.3,57.0,1875.0,5.12,5.15,3.15 +27007,2.01,Very Good,E,SI2,60.6,59.0,17118.0,8.11,8.25,4.96 +14317,1.09,Premium,D,SI1,61.6,58.0,5799.0,6.61,6.57,4.06 +50278,0.7,Very Good,E,SI1,58.7,60.0,2239.0,5.85,5.88,3.44 +28006,0.3,Premium,E,VS2,60.0,60.0,658.0,4.36,4.4,2.63 +36125,0.33,Ideal,E,VS2,61.1,56.0,928.0,4.48,4.45,2.73 +7977,0.9,Ideal,F,SI1,60.7,57.0,4324.0,6.25,6.21,3.78 +23857,2.1,Fair,G,SI2,61.4,66.0,11946.0,8.26,8.19,5.05 +6975,0.76,Premium,F,IF,60.6,60.0,4150.0,5.89,5.85,3.56 +2912,0.74,Premium,E,VS2,62.7,58.0,3285.0,5.72,5.77,3.6 +49068,0.74,Good,J,SI1,59.9,64.0,2058.0,5.82,5.86,3.5 +44259,0.54,Ideal,G,SI1,59.6,59.0,1574.0,5.34,5.3,3.17 +9522,1.01,Good,H,SI1,59.4,60.0,4616.0,6.49,6.54,3.87 +49481,0.78,Good,I,SI1,63.1,56.0,2116.0,5.82,5.88,3.69 +43019,0.5,Ideal,H,VS1,61.9,53.0,1370.0,5.11,5.16,3.18 +11723,0.34,Very Good,H,VS1,61.3,56.0,596.0,4.48,4.53,2.76 +43901,0.29,Ideal,H,VVS2,61.7,56.0,511.0,4.29,4.33,2.66 +25575,1.22,Ideal,E,VVS2,61.6,56.0,14414.0,6.85,6.88,4.23 +16433,1.01,Very Good,D,VS2,59.8,60.0,6563.0,6.42,6.46,3.85 +27257,2.28,Premium,I,SI1,61.6,58.0,17673.0,8.43,8.46,5.2 +48809,0.56,Ideal,D,VS1,60.4,56.0,2026.0,5.36,5.33,3.23 +47013,0.6,Premium,E,VS2,62.7,58.0,1819.0,5.34,5.37,3.36 +20313,1.24,Ideal,H,VS2,61.8,55.0,8726.0,6.91,6.95,4.28 +19721,1.23,Premium,G,VS1,59.6,60.0,8293.0,6.99,6.94,4.15 +28798,0.27,Very Good,F,VVS1,61.8,56.0,682.0,4.15,4.17,2.57 +38906,0.33,Premium,E,VVS1,60.1,58.0,1052.0,4.51,4.47,2.7 +3052,0.38,Ideal,G,SI2,62.8,57.0,566.0,4.58,4.59,2.88 +22942,1.04,Ideal,F,IF,61.8,55.0,10984.0,6.56,6.49,4.03 +13768,1.31,Premium,I,SI2,63.0,58.0,5612.0,6.97,6.93,4.38 +15989,1.01,Good,E,VS2,63.3,60.0,6399.0,6.3,6.33,4.0 +47586,0.58,Ideal,H,VS2,61.8,55.0,1876.0,5.36,5.39,3.32 +46857,0.54,Very Good,F,VS1,61.0,58.0,1813.0,5.24,5.25,3.2 +32851,0.4,Good,H,VS1,63.4,58.0,807.0,4.74,4.66,2.98 +51022,0.71,Very Good,I,VS1,59.0,57.0,2328.0,5.85,5.88,3.46 +29409,0.38,Ideal,I,VS1,62.0,54.0,700.0,4.67,4.72,2.91 +3791,0.91,Very Good,D,SI2,62.0,62.0,3463.0,6.16,6.25,3.85 +14174,1.15,Very Good,H,VS2,63.1,56.0,5750.0,6.7,6.62,4.2 +45424,0.55,Ideal,E,SI1,62.3,56.0,1668.0,5.26,5.23,3.27 +17542,1.01,Ideal,G,VS1,59.1,55.0,7059.0,6.6,6.53,3.88 +32092,0.33,Ideal,D,VS2,62.5,55.0,781.0,4.41,4.45,2.77 +27979,0.3,Ideal,E,VS2,61.5,55.0,658.0,4.31,4.34,2.66 +13191,0.92,Very Good,E,VS1,60.9,61.0,5453.0,6.22,6.25,3.8 +13477,1.15,Ideal,I,VS2,61.7,57.0,5534.0,6.72,6.74,4.15 +41476,0.5,Premium,F,SI1,61.7,57.0,1231.0,5.09,5.06,3.13 +189,0.71,Very Good,F,VS2,62.8,57.0,2777.0,5.64,5.69,3.56 +12929,1.04,Very Good,E,SI1,63.5,56.0,5381.0,6.41,6.37,4.06 +10895,1.14,Premium,G,SI2,60.4,59.0,4884.0,6.8,6.78,4.1 +48225,0.57,Ideal,E,VS2,61.8,55.0,1949.0,5.38,5.34,3.31 +20032,0.32,Very Good,G,SI2,63.0,56.0,421.0,4.32,4.35,2.73 +23324,1.5,Good,E,SI1,63.0,54.0,11368.0,7.19,7.26,4.55 +25439,1.68,Very Good,G,VS2,62.7,58.0,14192.0,7.51,7.54,4.72 +19254,1.5,Premium,J,VVS2,62.8,62.0,7983.0,7.25,7.22,4.54 +9621,1.28,Premium,J,SI2,62.3,58.0,4636.0,6.94,6.89,4.31 +16594,1.03,Very Good,G,VS1,60.7,58.0,6628.0,6.5,6.55,3.96 +20531,1.23,Premium,F,VS2,59.6,58.0,8855.0,6.94,7.02,4.16 +34007,0.42,Premium,G,VS2,59.8,58.0,847.0,4.86,4.9,2.92 +43219,0.5,Good,E,VS2,64.1,58.0,1397.0,5.03,5.01,3.22 +661,0.79,Ideal,D,SI1,61.5,56.0,2846.0,5.96,5.91,3.65 +5407,1.0,Good,E,SI2,63.7,61.0,3819.0,6.27,6.32,4.01 +21426,1.5,Very Good,I,VS2,63.3,55.0,9533.0,7.3,7.26,4.61 +38871,0.4,Premium,F,VS1,61.1,59.0,1050.0,4.75,4.71,2.89 +14509,1.01,Premium,D,SI1,61.5,59.0,5860.0,6.46,6.39,3.95 +39300,0.3,Ideal,I,VS1,61.4,56.0,491.0,4.3,4.33,2.65 +30650,0.4,Ideal,I,VS1,61.9,57.0,736.0,4.73,4.74,2.93 +32018,0.32,Very Good,F,VVS2,62.5,55.0,778.0,4.39,4.42,2.75 +38332,0.32,Ideal,E,VVS1,61.6,56.0,1020.0,4.42,4.41,2.72 +46876,0.53,Ideal,E,VS2,61.4,56.0,1813.0,5.25,5.18,3.2 +50228,0.54,Ideal,F,VVS2,61.6,56.0,2231.0,5.23,5.26,3.23 +7725,0.26,Ideal,E,VS1,61.8,55.0,580.0,4.13,4.09,2.54 +19099,1.19,Premium,H,VS1,61.9,59.0,7864.0,6.83,6.75,4.2 +23892,2.0,Good,J,SI1,64.2,61.0,11988.0,7.72,7.69,4.95 +52102,0.69,Ideal,F,SI1,61.3,55.0,2459.0,5.72,5.74,3.51 +39485,0.41,Premium,E,VS1,59.9,58.0,1079.0,4.83,4.88,2.91 +19204,1.04,Ideal,G,VS1,61.7,56.0,7951.0,6.47,6.52,4.01 +9001,0.91,Very Good,E,SI1,62.5,61.0,4512.0,6.1,6.19,3.84 +52226,0.8,Premium,G,SI2,62.1,55.0,2484.0,5.96,5.9,3.68 +22018,1.5,Premium,H,SI1,61.4,58.0,10080.0,7.41,7.28,4.51 +17888,1.01,Premium,G,IF,61.3,58.0,7220.0,6.4,6.48,3.95 +24549,1.7,Very Good,H,VS2,63.3,58.0,12833.0,7.48,7.56,4.76 +14428,0.91,Very Good,D,VS2,59.6,58.0,5825.0,6.32,6.34,3.77 +14324,1.19,Premium,H,SI1,62.7,56.0,5802.0,6.76,6.7,4.22 +2852,0.71,Ideal,E,VS1,59.7,57.0,3272.0,5.84,5.86,3.49 +12342,0.9,Ideal,D,SI1,61.2,55.0,5226.0,6.25,6.21,3.81 +36941,0.23,Very Good,D,VVS1,63.3,57.0,478.0,3.9,3.93,2.48 +22061,1.5,Premium,G,SI1,62.7,58.0,10087.0,7.28,7.23,4.55 +6965,1.01,Good,H,SI2,64.8,58.0,4149.0,6.24,6.29,4.06 +15984,1.02,Good,F,VS2,64.2,59.0,6397.0,6.4,6.28,4.07 +33180,0.41,Very Good,E,SI2,63.5,55.0,818.0,4.73,4.69,2.99 +39988,0.41,Ideal,F,VS2,61.4,55.0,1107.0,4.83,4.78,2.95 +1766,0.75,Very Good,D,SI1,59.7,62.0,3046.0,5.89,5.94,3.53 +1654,0.78,Premium,D,SI1,60.4,57.0,3019.0,6.02,5.97,3.62 +34568,0.38,Ideal,F,VS2,60.4,55.0,871.0,4.71,4.76,2.86 +6575,1.04,Ideal,H,SI2,62.2,56.0,4077.0,6.51,6.48,4.04 +28537,0.3,Very Good,G,VS2,63.5,55.0,675.0,4.25,4.22,2.69 +47142,0.51,Good,D,VS2,58.0,60.0,1831.0,5.26,5.29,3.06 +22249,1.23,Ideal,G,VVS2,60.3,57.0,10304.0,6.98,6.97,4.21 +28425,0.39,Ideal,H,VS2,62.0,54.4,670.0,4.67,4.72,2.91 +50145,0.71,Ideal,G,SI1,62.5,57.0,2215.0,5.72,5.64,3.55 +45092,0.64,Good,F,SI1,57.9,64.0,1646.0,5.76,5.65,3.3 +5238,0.9,Fair,F,SI2,62.6,58.0,3787.0,6.01,6.06,3.78 +27717,0.36,Premium,E,SI2,62.6,57.0,648.0,4.54,4.5,2.83 +9944,1.01,Ideal,H,SI2,62.4,57.0,4693.0,6.36,6.43,3.99 +43739,0.51,Very Good,E,SI1,60.8,57.0,1438.0,5.19,5.24,3.17 +47702,0.61,Very Good,E,VS2,60.1,60.0,1884.0,5.5,5.54,3.32 +14209,1.13,Ideal,G,SI1,61.8,55.0,5759.0,6.71,6.75,4.16 +9115,1.02,Very Good,I,VS2,59.3,59.0,4532.0,6.56,6.6,3.9 +52935,0.7,Good,F,VS2,62.6,61.0,2591.0,5.56,5.62,3.5 +21073,1.16,Ideal,G,VS1,60.9,55.0,9248.0,6.79,6.84,4.15 +1637,0.9,Ideal,H,SI2,62.8,55.0,3016.0,6.18,6.11,3.86 +50593,0.65,Ideal,E,VS2,62.0,56.0,2282.0,5.6,5.57,3.46 +22712,1.53,Premium,I,VS1,62.4,59.0,10729.0,7.3,7.34,4.57 +26800,1.51,Premium,E,VS1,62.7,58.0,16669.0,7.33,7.25,4.57 +43584,0.5,Fair,D,VS2,66.9,57.0,1431.0,4.95,4.83,3.27 +45421,0.55,Premium,E,SI1,61.2,59.0,1668.0,5.28,5.25,3.22 +46220,0.5,Good,E,VS2,63.8,54.0,1752.0,5.05,5.07,3.23 +15495,0.9,Very Good,D,VS1,62.2,58.0,6208.0,6.14,6.18,3.83 +9947,1.01,Ideal,G,SI1,62.3,57.0,4694.0,6.41,6.36,3.98 +16522,1.31,Premium,H,SI2,61.4,59.0,6602.0,6.99,6.96,4.28 +45366,0.4,Ideal,D,VVS1,61.1,56.0,1665.0,4.77,4.82,2.93 +4608,1.09,Premium,I,SI1,62.7,60.0,3662.0,6.57,6.51,4.1 +26222,1.53,Good,F,VS1,60.8,61.0,15619.0,7.31,7.39,4.47 +1313,0.71,Good,F,VVS2,58.2,60.0,2956.0,5.89,5.94,3.44 +3666,1.09,Fair,J,VS2,64.6,58.0,3443.0,6.48,6.41,4.16 +52622,0.32,Good,D,SI1,63.7,55.0,550.0,4.31,4.33,2.75 +44294,0.52,Premium,G,VS2,61.0,60.0,1577.0,5.19,5.13,3.15 +19654,1.01,Very Good,F,VVS2,63.0,56.0,8265.0,6.34,6.4,4.01 +20362,1.09,Ideal,G,VVS2,61.8,56.0,8753.0,6.58,6.62,4.08 +26492,1.01,Very Good,D,IF,61.6,56.0,16087.0,6.43,6.46,3.97 +44021,0.51,Ideal,E,SI1,61.5,55.0,1546.0,5.18,5.16,3.18 +19932,1.34,Premium,E,VS2,58.2,60.0,8480.0,7.26,7.21,4.21 +23918,1.52,Very Good,G,VS2,62.9,60.0,12038.0,7.28,7.31,4.59 +12199,1.21,Very Good,H,SI2,62.1,60.0,5190.0,6.77,6.82,4.22 +50206,0.58,Ideal,F,VS1,62.4,57.0,2227.0,5.36,5.32,3.33 +31506,0.34,Ideal,G,VS2,62.0,55.0,765.0,4.48,4.46,2.77 +9793,1.01,Very Good,E,SI2,61.5,56.0,4666.0,6.45,6.47,3.97 +25670,2.03,Premium,J,VS1,59.3,60.0,14588.0,8.36,8.28,4.93 +12747,1.28,Good,I,VS2,58.2,64.0,5319.0,7.09,7.03,4.11 +41666,0.61,Good,I,VS2,63.7,60.0,1239.0,5.34,5.28,3.38 +40905,0.5,Very Good,H,VS2,61.8,63.0,1178.0,5.08,5.05,3.13 +28631,0.26,Ideal,I,VS1,62.1,55.0,434.0,4.11,4.13,2.56 +19176,1.21,Ideal,H,VS1,62.8,54.0,7928.0,6.81,6.78,4.26 +41079,0.41,Ideal,F,VVS2,61.9,55.0,1192.0,4.79,4.78,2.96 +2830,0.9,Good,F,SI2,61.9,62.0,3267.0,6.07,6.12,3.77 +36144,0.33,Ideal,E,VS2,62.1,56.0,928.0,4.46,4.43,2.76 +51977,0.26,Very Good,E,VVS1,62.9,61.0,547.0,4.01,4.06,2.54 +15440,1.2,Premium,F,VS2,61.4,58.0,6182.0,6.8,6.75,4.16 +8280,1.02,Premium,D,SI2,62.1,57.0,4381.0,6.41,6.37,3.97 +13074,1.17,Ideal,D,SI2,62.5,56.0,5412.0,6.77,6.7,4.21 +49472,0.64,Very Good,E,VS2,63.4,54.0,2114.0,5.52,5.49,3.49 +3915,0.74,Ideal,G,VVS2,60.9,58.0,3495.0,5.85,5.88,3.57 +15997,1.0,Premium,E,VS2,62.9,58.0,6400.0,6.36,6.29,3.98 +52568,0.7,Premium,I,VVS1,59.1,60.0,2536.0,5.8,5.77,3.42 +21998,1.2,Premium,F,VVS2,60.5,60.0,10064.0,6.98,6.87,4.19 +6434,1.02,Fair,G,SI1,64.5,56.0,4044.0,6.3,6.23,4.04 +34368,0.41,Premium,F,VS2,61.3,58.0,863.0,4.79,4.84,2.95 +47021,0.56,Premium,G,VS1,61.2,60.0,1819.0,5.26,5.3,3.23 +21435,1.3,Ideal,G,VS2,62.3,55.0,9540.0,7.0,6.93,4.34 +39352,0.52,Premium,I,SI1,62.5,59.0,1073.0,5.12,5.06,3.18 +35519,0.43,Very Good,F,VS2,61.6,59.0,905.0,4.78,4.87,2.97 +21853,1.2,Ideal,D,VS2,62.3,56.0,9912.0,6.81,6.78,4.23 +23876,2.03,Very Good,J,SI2,60.9,60.0,11968.0,8.1,8.21,4.97 +8181,0.84,Premium,D,VS1,60.6,57.0,4365.0,6.15,6.06,3.7 +37439,0.33,Ideal,G,IF,62.1,56.0,984.0,4.41,4.44,2.75 +27562,2.6,Ideal,J,SI2,62.5,56.0,18369.0,8.81,8.76,5.49 +52922,0.71,Very Good,E,VS2,62.9,55.0,2590.0,5.72,5.76,3.61 +8708,0.28,Ideal,G,VVS2,61.5,56.0,586.0,4.22,4.24,2.6 +20570,1.21,Premium,F,VS1,61.3,57.0,8879.0,6.9,6.86,4.22 +47630,0.51,Ideal,D,VS1,62.3,56.0,1882.0,5.09,5.12,3.18 +23613,2.33,Premium,J,SI1,61.1,58.0,11638.0,8.6,8.56,5.24 +23470,1.51,Ideal,G,SI1,61.1,57.0,11465.0,7.46,7.4,4.54 +42552,0.53,Very Good,E,SI1,63.3,56.0,1326.0,5.13,5.17,3.26 +20139,1.2,Ideal,G,VS1,62.3,56.0,8596.0,6.82,6.77,4.23 +39873,0.47,Premium,G,VS2,61.8,60.0,1102.0,4.98,4.95,3.07 +14228,1.0,Good,G,VS2,59.3,61.0,5766.0,6.51,6.57,3.88 +41922,0.53,Ideal,E,SI2,63.0,57.0,1262.0,5.16,5.13,3.24 +16947,0.97,Premium,F,VVS2,58.1,60.0,6768.0,6.53,6.49,3.78 +24238,2.11,Premium,J,SI2,61.0,58.0,12440.0,8.2,8.29,5.03 +49424,0.7,Very Good,H,SI1,62.2,56.0,2107.0,5.64,5.67,3.52 +11461,1.0,Very Good,I,VS1,61.1,59.9,5009.0,6.37,6.41,3.9 +37851,0.33,Ideal,E,VS1,62.7,57.0,1002.0,4.45,4.38,2.77 +30530,0.38,Premium,D,SI1,60.7,60.0,733.0,4.63,4.69,2.83 +37583,0.32,Ideal,F,VVS1,61.4,56.0,990.0,4.42,4.38,2.7 +26774,1.51,Very Good,F,VVS2,58.0,65.0,16613.0,7.58,7.62,4.41 +15250,1.07,Premium,D,SI1,63.0,57.0,6124.0,6.57,6.47,4.11 +32607,0.31,Premium,H,VVS2,61.2,60.0,802.0,4.39,4.37,2.68 +33276,0.26,Ideal,H,VS1,62.2,55.0,462.0,4.06,4.11,2.54 +46149,0.5,Premium,G,VS1,61.0,59.0,1746.0,5.14,5.09,3.12 +8594,1.21,Premium,J,SI2,60.9,60.0,4440.0,6.82,6.78,4.14 +19863,1.01,Premium,D,VS1,62.4,58.0,8416.0,6.41,6.38,3.99 +30728,0.33,Very Good,F,VVS2,61.1,56.0,739.0,4.46,4.48,2.73 +45510,0.56,Ideal,G,VS1,60.7,57.0,1682.0,5.27,5.34,3.22 +12895,1.01,Ideal,E,SI1,62.1,57.0,5372.0,6.4,6.45,3.99 +24750,1.96,Very Good,H,SI2,62.7,58.0,13099.0,7.86,7.93,4.95 +4901,0.9,Ideal,G,SI2,61.5,57.0,3722.0,6.07,6.19,3.77 +30311,0.34,Ideal,F,VS2,62.1,56.0,726.0,4.48,4.51,2.79 +35496,0.41,Ideal,F,SI1,63.0,56.0,904.0,4.78,4.71,2.99 +32500,0.33,Premium,G,VS1,60.3,58.0,797.0,4.52,4.5,2.72 +6360,0.91,Premium,F,SI1,61.7,59.0,4036.0,6.21,6.17,3.82 +2758,0.9,Fair,G,SI1,65.2,59.0,3250.0,6.05,6.01,3.93 +40310,0.4,Ideal,E,VS1,62.6,56.0,1125.0,4.72,4.67,2.94 +24166,2.04,Premium,H,SI1,62.2,60.0,12341.0,8.07,8.0,5.0 +37156,0.32,Ideal,D,VS2,61.0,57.0,972.0,4.46,4.42,2.71 +3919,1.02,Premium,J,SI1,61.2,57.0,3496.0,6.58,6.43,3.98 +6862,0.81,Ideal,G,VVS2,61.7,55.1,4127.0,5.97,6.04,3.71 +24337,1.51,Very Good,G,VS1,63.1,55.0,12603.0,7.34,7.3,4.62 +41149,0.53,Ideal,H,SI1,62.3,57.0,1197.0,5.2,5.24,3.25 +17764,1.29,Premium,H,VS2,61.2,60.0,7153.0,7.03,6.95,4.28 +14884,1.04,Ideal,H,VS2,61.8,55.0,5994.0,6.51,6.52,4.03 +35915,0.47,Fair,I,VS2,57.1,61.0,919.0,5.11,5.15,2.93 +38047,0.39,Very Good,F,VS2,63.3,55.0,1011.0,4.66,4.63,2.94 +29670,0.32,Ideal,G,VS1,61.3,55.0,707.0,4.45,4.43,2.72 +31133,0.31,Ideal,E,VVS2,61.4,58.0,755.0,4.33,4.37,2.67 +51781,0.7,Very Good,I,VS1,63.1,57.0,2411.0,5.67,5.59,3.55 +53439,0.7,Premium,E,VS2,60.8,58.0,2673.0,5.7,5.74,3.48 +30084,0.32,Ideal,I,VVS2,61.5,56.0,720.0,4.42,4.4,2.71 +38715,0.52,Ideal,G,SI2,59.7,56.0,1042.0,5.28,5.31,3.16 +5979,0.9,Premium,F,SI2,60.6,59.0,3951.0,6.27,6.21,3.78 +6715,0.3,Very Good,D,SI2,62.3,58.0,413.0,4.26,4.28,2.66 +41419,0.55,Premium,G,SI1,60.7,56.0,1226.0,5.38,5.32,3.25 +36343,0.32,Ideal,G,VVS1,61.7,56.0,936.0,4.41,4.37,2.71 +47426,0.51,Ideal,E,VS1,61.5,56.0,1851.0,5.16,5.11,3.16 +7230,0.9,Ideal,H,VS1,61.8,56.0,4194.0,6.18,6.24,3.84 +36486,0.32,Ideal,F,IF,62.5,54.0,943.0,4.38,4.42,2.75 +17541,1.34,Ideal,G,SI2,61.1,56.0,7058.0,7.11,7.13,4.35 +34757,0.41,Premium,H,SI1,61.7,60.0,876.0,4.75,4.71,2.92 +45233,0.5,Good,D,VS1,60.9,62.0,1657.0,5.05,5.06,3.08 +11703,0.34,Premium,G,VS2,61.1,60.0,596.0,4.51,4.53,2.76 +32269,0.3,Ideal,G,VVS1,62.0,55.0,789.0,4.31,4.34,2.68 +3368,0.27,Very Good,E,VS1,63.8,60.0,407.0,4.03,4.09,2.59 +5151,0.76,Premium,E,VVS2,60.6,59.0,3767.0,5.94,5.85,3.57 +51825,0.72,Ideal,G,SI2,61.5,55.0,2420.0,5.79,5.82,3.57 +9694,0.32,Ideal,I,VVS1,61.9,55.0,589.0,4.39,4.4,2.72 +14999,1.15,Premium,D,SI1,61.7,58.0,6041.0,6.76,6.69,4.15 +5678,0.97,Ideal,F,SI1,61.7,56.0,3884.0,6.37,6.32,3.92 +26853,2.01,Premium,I,VS2,60.5,60.0,16778.0,8.17,8.15,4.94 +17324,1.06,Premium,F,VS2,62.2,57.0,6947.0,6.58,6.53,4.08 +15198,1.01,Ideal,G,VS2,61.7,57.0,6104.0,6.48,6.45,3.99 +43141,0.42,Ideal,D,VS1,61.8,57.0,1388.0,4.82,4.79,2.97 +43962,0.34,Ideal,H,VS2,61.2,55.0,517.0,4.49,4.53,2.76 +37082,0.41,Very Good,F,SI1,63.2,59.0,969.0,4.72,4.68,2.97 +43632,0.43,Premium,G,IF,61.0,58.0,1433.0,4.82,4.88,2.96 +35034,0.4,Good,E,SI1,63.6,57.0,882.0,4.69,4.65,2.97 +25008,2.14,Premium,G,SI2,60.7,59.0,13540.0,8.37,8.31,5.06 +18639,1.46,Premium,H,SI2,61.4,59.0,7604.0,7.3,7.26,4.47 +42220,0.42,Ideal,G,IF,62.0,53.0,1289.0,4.83,4.85,3.0 +12759,1.0,Premium,G,VS2,60.8,60.0,5322.0,6.39,6.33,3.87 +7770,0.81,Premium,D,VS1,62.3,58.0,4284.0,5.94,6.0,3.72 +20301,1.33,Ideal,H,VS1,59.3,57.0,8714.0,7.22,7.18,4.27 +38919,0.33,Ideal,G,IF,62.1,56.0,1052.0,4.44,4.41,2.75 +4917,0.92,Premium,I,VS1,61.4,58.0,3725.0,6.23,6.27,3.84 +47463,0.55,Ideal,F,VS1,61.0,55.0,1857.0,5.29,5.33,3.24 +19924,1.56,Very Good,I,SI1,60.2,61.0,8470.0,7.5,7.59,4.54 +31338,0.44,Premium,H,SI2,59.3,60.0,759.0,5.01,4.98,2.96 +1668,0.75,Premium,E,SI1,61.7,60.0,3024.0,5.84,5.8,3.59 +16702,0.3,Ideal,H,SI1,62.6,55.0,421.0,4.28,4.32,2.69 +32405,0.37,Premium,F,SI1,62.3,59.0,791.0,4.61,4.57,2.86 +20467,1.09,Ideal,E,VS1,61.3,56.0,8809.0,6.71,6.66,4.1 +32444,0.43,Premium,F,SI1,61.3,60.0,792.0,4.83,4.86,2.97 +3675,0.9,Premium,G,SI2,60.4,58.0,3445.0,6.25,6.3,3.79 +25484,2.23,Premium,J,SI1,62.4,59.0,14258.0,8.36,8.33,5.21 +1043,0.61,Ideal,E,VVS2,62.4,53.9,2907.0,5.42,5.43,3.38 +50496,0.73,Ideal,H,SI1,62.9,56.0,2269.0,5.79,5.75,3.63 +35826,0.42,Ideal,I,SI1,61.0,56.0,914.0,4.86,4.83,2.96 +18790,1.53,Premium,F,SI2,60.9,60.0,7685.0,7.5,7.37,4.53 +1414,0.71,Premium,D,VS2,58.7,61.0,2968.0,5.88,5.85,3.44 +33176,0.41,Ideal,E,SI2,63.0,57.0,818.0,4.73,4.7,2.97 +45299,0.51,Very Good,E,VS2,63.1,57.0,1662.0,5.12,5.08,3.22 +38479,0.42,Ideal,G,VVS2,61.3,56.0,1031.0,4.81,4.82,2.95 +38282,0.28,Very Good,F,VS2,62.7,58.0,487.0,4.14,4.15,2.6 +53096,0.75,Ideal,I,VS1,63.0,57.0,2613.0,5.8,5.82,3.66 +11333,1.01,Premium,F,SI1,59.1,59.0,4989.0,6.56,6.5,3.86 +2958,1.01,Premium,J,VS2,62.4,60.0,3296.0,6.45,6.35,3.99 +50198,0.71,Very Good,J,VVS2,61.1,58.0,2226.0,5.7,5.75,3.5 +20618,1.51,Very Good,E,SI2,60.6,58.0,8916.0,7.41,7.43,4.5 +40221,0.4,Very Good,G,VVS1,61.7,58.0,1123.0,4.69,4.71,2.9 +14904,1.01,Very Good,G,VS2,59.2,59.0,5999.0,6.52,6.59,3.88 +17630,1.28,Ideal,H,VS2,62.3,56.0,7098.0,6.97,6.89,4.32 +4062,0.34,Very Good,E,SI2,63.1,56.0,571.0,4.51,4.46,2.83 +10337,1.02,Ideal,H,SI2,61.4,58.0,4766.0,6.47,6.52,3.99 +43469,0.46,Ideal,F,VS1,62.7,56.0,1418.0,4.91,4.94,3.09 +49384,0.48,Ideal,E,VVS2,60.7,56.0,2102.0,5.04,5.08,3.07 +4734,0.3,Ideal,F,VS2,62.2,55.0,573.0,4.3,4.32,2.68 +27264,2.01,Premium,H,SI1,62.7,59.0,17688.0,8.03,8.08,5.05 +29532,0.37,Ideal,F,VS1,61.0,55.0,703.0,4.66,4.69,2.85 +10263,1.01,Ideal,E,SI2,61.2,54.0,4751.0,6.52,6.49,3.98 +39886,0.42,Premium,G,VVS2,60.4,59.0,1103.0,4.82,4.78,2.9 +34773,0.41,Premium,D,SI2,61.2,59.0,876.0,4.8,4.77,2.93 +7761,1.11,Very Good,J,VS2,61.8,56.0,4283.0,6.59,6.64,4.09 +31589,0.35,Premium,E,VS2,60.4,60.0,767.0,4.52,4.55,2.74 +28429,0.3,Ideal,D,VS2,60.6,58.0,670.0,4.31,4.33,2.62 +41562,0.5,Ideal,G,SI1,61.7,57.0,1237.0,5.06,5.08,3.13 +50106,0.51,Ideal,F,VVS1,60.9,57.0,2208.0,5.16,5.21,3.16 +48577,0.54,Premium,E,VS2,61.3,59.0,1993.0,5.26,5.21,3.21 +34610,0.3,Ideal,F,SI1,62.7,54.0,470.0,4.29,4.32,2.7 +20600,1.6,Ideal,J,VS1,62.1,57.0,8904.0,7.46,7.54,4.66 +10042,0.26,Very Good,G,VS1,61.9,56.0,418.0,4.07,4.1,2.53 +7887,1.0,Very Good,E,SI2,61.9,59.0,4311.0,6.39,6.43,3.97 +51947,0.71,Premium,E,SI1,59.1,60.0,2441.0,5.87,5.84,3.46 +46222,0.5,Premium,D,VS2,61.9,58.0,1752.0,5.04,5.1,3.14 +34244,0.4,Ideal,D,SI2,62.8,56.0,855.0,4.73,4.7,2.96 +6874,1.01,Ideal,H,SI2,61.7,56.0,4129.0,6.47,6.43,3.98 +51939,0.72,Very Good,I,VS1,63.7,57.0,2441.0,5.66,5.7,3.62 +39085,0.41,Good,E,VVS2,63.1,58.0,1060.0,4.72,4.75,2.99 +32696,0.31,Ideal,F,VS2,60.8,56.0,802.0,4.41,4.38,2.67 +28996,0.34,Premium,F,VS2,62.6,58.0,686.0,4.46,4.49,2.8 +6895,0.9,Premium,E,SI2,61.7,57.0,4133.0,6.23,6.21,3.84 +40705,0.4,Ideal,E,VVS2,61.8,55.0,1158.0,4.74,4.78,2.94 +10441,1.09,Premium,I,VS1,62.3,54.0,4786.0,6.65,6.61,4.13 +1285,0.7,Very Good,E,VS2,62.4,58.0,2952.0,5.66,5.68,3.54 +27516,3.01,Fair,I,SI2,65.8,56.0,18242.0,8.99,8.94,5.9 +6211,0.7,Ideal,E,VS1,61.2,56.0,4000.0,5.72,5.75,3.51 +19354,0.4,Ideal,G,SI2,61.9,54.0,622.0,4.75,4.8,2.94 +32763,0.34,Premium,D,SI1,59.6,59.0,803.0,4.57,4.55,2.72 +32096,0.33,Premium,E,VS1,61.5,59.0,781.0,4.42,4.46,2.73 +364,0.7,Ideal,F,SI1,61.6,55.0,2806.0,5.72,5.74,3.53 +14029,1.16,Premium,H,SI1,62.8,57.0,5702.0,6.73,6.67,4.21 +25617,1.51,Ideal,E,VS2,61.7,55.0,14482.0,7.37,7.34,4.54 +22328,1.26,Ideal,G,VS1,62.2,54.0,10371.0,6.89,6.98,4.31 +39173,0.35,Ideal,D,VS2,61.8,55.0,1063.0,4.56,4.53,2.81 +19306,1.65,Very Good,H,SI2,63.4,59.0,8020.0,7.53,7.49,4.76 +30846,0.33,Premium,H,VS1,62.1,59.0,743.0,4.46,4.43,2.76 +10575,1.03,Good,I,VS2,60.0,62.0,4819.0,6.51,6.55,3.92 +1018,0.73,Ideal,E,VS2,61.4,55.0,2902.0,5.82,5.8,3.57 +11775,1.21,Premium,H,SI2,62.1,56.0,5082.0,6.8,6.76,4.21 +33147,0.31,Ideal,G,VVS1,61.6,56.0,816.0,4.35,4.39,2.69 +49622,0.32,Very Good,F,SI2,63.1,56.0,540.0,4.38,4.34,2.75 +49469,0.47,Ideal,E,VVS2,61.6,56.0,2113.0,4.97,5.01,3.07 +4054,0.35,Ideal,H,VS2,61.2,56.0,571.0,4.53,4.56,2.78 +4156,0.72,Ideal,G,VVS1,61.7,54.8,3548.0,5.73,5.77,3.55 +9012,1.01,Premium,H,SI1,62.3,58.0,4513.0,6.42,6.35,3.98 +19649,1.51,Fair,H,SI1,65.8,62.0,8260.0,7.1,7.06,4.66 +12612,1.28,Premium,J,SI1,61.9,56.0,5290.0,7.13,7.0,4.37 +43717,0.51,Very Good,H,VS1,63.4,57.0,1437.0,5.09,5.06,3.22 +50412,0.71,Ideal,E,SI1,61.6,53.0,2258.0,5.79,5.73,3.55 +1507,1.01,Fair,G,SI1,65.1,57.0,2993.0,6.27,6.22,4.07 +63,0.3,Ideal,D,SI1,62.5,57.0,552.0,4.29,4.32,2.69 +1884,0.77,Ideal,H,VS1,61.4,55.0,3074.0,5.89,5.93,3.63 +51859,0.77,Ideal,I,SI2,61.6,57.0,2425.0,5.87,5.92,3.63 +16611,1.2,Ideal,D,SI2,61.0,60.0,6636.0,6.81,6.84,4.16 +23738,1.7,Premium,I,VS2,62.2,58.0,11781.0,7.6,7.65,4.74 +2423,0.95,Premium,G,SI2,62.6,58.0,3181.0,6.22,6.18,3.88 +34439,0.36,Ideal,E,VS2,61.1,57.0,864.0,4.61,4.56,2.8 +22526,1.5,Premium,H,SI1,61.8,60.0,10567.0,7.31,7.23,4.49 +40731,0.35,Very Good,D,VVS2,60.0,56.0,1162.0,4.61,4.63,2.77 +25503,1.51,Premium,F,VS2,62.5,58.0,14294.0,7.36,7.21,4.55 +17636,1.03,Very Good,D,VS2,63.3,57.0,7102.0,6.39,6.44,4.06 +43467,0.55,Ideal,G,SI1,61.7,58.0,1417.0,5.27,5.29,3.26 +37700,0.48,Good,F,SI1,59.3,64.0,994.0,5.13,5.1,3.03 +26959,2.5,Very Good,J,SI1,62.8,57.0,17028.0,8.58,8.65,5.41 +22687,0.38,Ideal,G,SI1,61.0,57.0,629.0,4.66,4.71,2.86 +36417,0.31,Premium,D,VS2,62.0,59.0,942.0,4.36,4.32,2.69 +23158,1.21,Premium,F,VVS1,63.0,59.0,11175.0,6.75,6.7,4.24 +28128,0.29,Very Good,F,VVS2,63.1,57.0,664.0,4.22,4.3,2.69 +15841,1.17,Very Good,H,SI1,59.6,62.0,6336.0,6.88,6.82,4.08 +6828,1.11,Premium,I,SI2,61.5,58.0,4120.0,6.61,6.65,4.08 +8142,0.9,Premium,H,VVS2,62.0,58.0,4355.0,6.16,6.13,3.81 +48758,0.56,Ideal,F,VS1,61.7,54.0,2016.0,5.32,5.28,3.27 +46452,0.51,Very Good,F,VS2,58.6,58.0,1774.0,5.22,5.29,3.08 +26825,2.04,Ideal,I,SI1,60.2,56.0,16718.0,8.19,8.26,4.95 +35674,0.4,Ideal,D,VS2,62.2,55.0,909.0,4.72,4.74,2.94 +2506,0.71,Ideal,F,VS1,62.6,57.0,3199.0,5.7,5.73,3.58 +24025,1.8,Good,F,SI2,57.9,58.0,12196.0,8.08,8.13,4.69 +5828,1.11,Good,J,SI1,63.6,58.0,3916.0,6.57,6.48,4.15 +31013,0.35,Ideal,F,SI1,62.5,54.0,748.0,4.52,4.5,2.82 +4746,0.8,Ideal,D,SI2,61.9,54.0,3682.0,5.98,5.96,3.7 +53144,0.8,Ideal,F,SI2,62.7,55.0,2622.0,5.94,5.9,3.71 +1580,0.71,Ideal,G,SI1,61.6,57.0,3007.0,5.73,5.76,3.54 +32678,0.31,Premium,G,VS1,62.2,56.0,802.0,4.36,4.32,2.7 +4295,0.82,Ideal,E,SI1,61.8,55.0,3588.0,5.97,6.01,3.7 +49184,0.82,Ideal,I,SI2,61.1,57.0,2075.0,6.05,6.09,3.71 +20821,1.1,Very Good,G,VVS2,60.5,55.7,9050.0,6.7,6.76,4.07 +26586,1.6,Ideal,H,IF,61.5,53.0,16300.0,7.57,7.69,4.66 +7564,0.9,Premium,G,VS2,62.1,59.0,4252.0,6.15,6.09,3.8 +47650,0.23,Ideal,F,VVS2,61.0,57.0,530.0,3.98,4.02,2.44 +46543,0.51,Premium,E,VS2,61.0,60.0,1781.0,5.17,5.12,3.14 +22368,0.31,Premium,H,VS2,62.7,59.0,628.0,4.32,4.29,2.7 +41113,0.59,Premium,E,SI2,60.8,56.0,1195.0,5.43,5.4,3.29 +48750,0.55,Ideal,G,VVS2,60.5,58.0,2016.0,5.3,5.34,3.22 +14950,1.0,Good,D,SI1,64.1,57.0,6020.0,6.32,6.29,4.04 +29702,0.31,Good,G,VVS2,63.4,59.0,707.0,4.26,4.29,2.71 +6998,1.0,Ideal,F,SI2,62.7,57.0,4155.0,6.34,6.29,3.96 +15586,1.0,Good,D,VS1,64.0,58.0,6250.0,6.27,6.21,3.99 +3470,0.77,Good,F,VS1,59.3,56.0,3393.0,5.98,6.03,3.56 +34797,0.5,Good,J,SI1,63.3,60.0,877.0,4.97,4.99,3.15 +39585,0.37,Ideal,E,VVS2,61.8,54.0,1082.0,4.63,4.6,2.85 +24289,1.75,Ideal,I,VS2,61.6,55.0,12531.0,7.72,7.77,4.77 +39316,0.53,Very Good,G,SI2,60.8,58.0,1070.0,5.19,5.21,3.16 +22921,1.55,Ideal,H,SI1,62.4,58.0,10960.0,7.38,7.4,4.61 +16425,1.3,Ideal,F,SI2,62.2,56.0,6559.0,7.0,6.96,4.34 +20336,1.5,Ideal,G,SI2,61.4,56.0,8736.0,7.38,7.34,4.52 +6973,0.76,Ideal,D,VVS2,62.3,57.0,4150.0,5.87,5.84,3.65 +48142,0.71,Ideal,J,SI1,61.4,56.0,1940.0,5.75,5.78,3.54 +36136,0.33,Premium,E,VS2,60.6,60.0,928.0,4.48,4.43,2.7 +21151,1.59,Premium,I,VS2,59.9,60.0,9304.0,7.57,7.61,4.55 +15742,1.06,Premium,G,VS2,60.4,58.0,6296.0,6.64,6.68,4.02 +28187,0.4,Good,D,SI2,63.4,56.0,666.0,4.67,4.73,2.98 +23183,1.51,Very Good,F,SI1,62.4,55.0,11190.0,7.28,7.34,4.56 +39683,0.39,Ideal,D,VVS2,60.0,56.0,1088.0,4.79,4.77,2.87 +32296,0.25,Ideal,G,VS1,62.7,56.0,454.0,4.01,4.04,2.52 +3370,0.3,Ideal,I,VS2,62.3,56.0,407.0,4.28,4.29,2.67 +22840,1.05,Ideal,F,VVS2,62.1,55.0,10874.0,6.54,6.56,4.07 +22966,1.52,Very Good,G,SI1,62.4,60.0,11014.0,7.25,7.34,4.55 +37073,0.41,Ideal,I,VS1,60.9,53.0,969.0,4.85,4.8,2.94 +32990,0.38,Premium,D,SI2,62.1,55.0,812.0,4.65,4.62,2.88 +18369,0.3,Good,D,VS2,63.5,53.0,616.0,4.3,4.33,2.74 +22408,1.75,Premium,J,VS1,62.2,59.0,10429.0,7.7,7.74,4.8 +47812,0.51,Ideal,G,VVS2,61.3,56.0,1902.0,5.16,5.19,3.17 +37234,0.4,Ideal,E,VS2,62.4,55.0,975.0,4.74,4.71,2.95 +7816,1.0,Very Good,D,SI2,61.5,63.0,4295.0,6.32,6.27,3.87 +18303,1.18,Ideal,G,VS2,60.9,56.0,7439.0,6.8,6.85,4.16 +268,0.7,Premium,F,VS1,60.7,60.0,2792.0,5.78,5.75,3.5 +49539,0.72,Fair,E,SI2,68.4,64.0,2125.0,5.38,5.32,3.66 +39579,0.41,Ideal,E,VVS2,62.5,57.0,1082.0,4.76,4.71,2.96 +31267,0.32,Very Good,I,VS2,63.0,55.0,449.0,4.34,4.39,2.75 +18230,1.5,Very Good,J,VS2,62.4,60.0,7402.0,7.21,7.32,4.53 +34531,0.33,Ideal,G,VVS1,62.0,56.0,868.0,4.45,4.48,2.77 +38868,0.4,Premium,F,VS1,61.4,58.0,1050.0,4.75,4.73,2.91 +47643,0.23,Very Good,D,VVS1,62.4,58.0,530.0,3.91,3.97,2.46 +12628,1.26,Premium,I,SI1,60.5,62.0,5292.0,6.97,6.92,4.2 +27067,2.56,Premium,J,SI1,61.4,58.0,17186.0,8.76,8.73,5.37 +7333,0.9,Very Good,G,VS2,62.4,61.0,4210.0,6.13,6.17,3.84 +43477,0.52,Very Good,G,VS1,61.2,57.0,1420.0,5.17,5.23,3.18 +16806,1.01,Premium,F,VS2,60.8,57.0,6702.0,6.52,6.47,3.95 +2672,0.7,Ideal,E,VVS2,62.8,56.0,3238.0,5.68,5.6,3.54 +10105,0.73,Very Good,D,VVS1,61.8,61.0,4716.0,5.7,5.73,3.53 +24190,2.09,Premium,F,SI2,61.3,59.0,12377.0,8.19,8.15,5.01 +14991,0.99,Ideal,F,SI1,62.1,58.0,6038.0,6.33,6.4,3.95 +40116,0.41,Premium,F,VVS2,60.4,58.0,1115.0,4.8,4.84,2.91 +51872,0.52,Ideal,F,IF,60.3,60.0,2427.0,5.24,5.27,3.17 +37683,0.38,Ideal,G,VVS1,61.7,55.0,993.0,4.67,4.7,2.89 +52012,0.7,Good,D,SI1,59.9,63.0,2444.0,5.74,5.81,3.46 +39118,0.41,Premium,G,VS2,59.2,58.0,1061.0,4.83,4.8,2.85 +39633,0.34,Ideal,G,IF,61.9,57.0,1084.0,4.48,4.47,2.77 +37351,0.4,Very Good,D,VS2,59.1,57.0,982.0,4.81,4.87,2.86 +40516,0.4,Ideal,E,VVS2,61.6,56.0,1145.0,4.74,4.77,2.93 +40391,0.53,Very Good,F,SI2,60.5,60.0,1132.0,5.19,5.23,3.15 +36953,0.27,Ideal,I,VVS2,61.3,56.0,480.0,4.15,4.17,2.55 +41640,0.3,Premium,E,SI2,58.8,60.0,504.0,4.42,4.39,2.59 +11996,1.03,Ideal,G,SI1,61.1,57.0,5147.0,6.54,6.58,4.01 +23309,1.41,Premium,G,VS1,62.1,59.0,11347.0,7.1,7.06,4.4 +49596,0.71,Very Good,G,VS2,63.5,59.0,2137.0,5.67,5.63,3.59 +31026,0.31,Premium,F,VS2,58.3,61.0,749.0,4.48,4.44,2.6 +49138,0.56,Ideal,D,VS2,62.2,56.0,2066.0,5.28,5.24,3.27 +16501,1.06,Very Good,G,VS1,63.4,57.0,6595.0,6.48,6.45,4.1 +16305,1.07,Very Good,G,VS2,62.9,59.0,6525.0,6.49,6.52,4.09 +43144,0.52,Very Good,H,VS2,63.5,58.0,1389.0,5.08,5.09,3.23 +47417,0.57,Ideal,E,VS2,61.9,57.0,1851.0,5.29,5.31,3.28 +24158,1.51,Premium,H,VVS1,60.6,60.0,12336.0,7.42,7.4,4.49 +45697,0.51,Very Good,H,SI1,61.0,55.0,1698.0,5.18,5.21,3.17 +23386,0.4,Premium,F,SI2,62.6,60.0,631.0,4.65,4.68,2.92 +29415,0.42,Very Good,E,SI2,62.9,56.0,700.0,4.77,4.8,3.01 +38426,0.51,Premium,G,SI2,58.6,59.0,1026.0,5.3,5.25,3.09 +6000,1.01,Premium,H,SI2,62.8,61.0,3959.0,6.33,6.25,3.95 +13945,1.05,Fair,G,VS2,65.5,57.0,5673.0,6.38,6.34,4.17 +13232,1.19,Premium,I,SI1,61.3,59.0,5464.0,6.84,6.79,4.18 +43696,0.5,Premium,F,VS2,60.9,58.0,1436.0,5.1,5.14,3.12 +34611,0.28,Good,E,VS1,64.3,55.0,470.0,4.14,4.16,2.67 +7893,1.0,Good,E,SI2,63.3,55.0,4312.0,6.25,6.29,3.97 +24261,1.52,Ideal,F,SI1,61.5,55.0,12477.0,7.44,7.41,4.57 +568,0.9,Good,J,SI1,64.3,63.0,2832.0,6.05,6.01,3.88 +20877,1.18,Ideal,G,VVS1,61.1,57.0,9095.0,6.78,6.84,4.16 +33318,0.35,Premium,D,SI1,60.1,61.0,827.0,4.59,4.56,2.75 +30518,0.31,Ideal,D,SI1,61.8,56.0,732.0,4.37,4.34,2.69 +35325,0.31,Very Good,F,VVS1,62.4,57.0,897.0,4.3,4.32,2.69 +9676,1.0,Premium,E,SI2,60.4,60.0,4648.0,6.49,6.46,3.91 +51241,0.74,Very Good,I,VS1,63.4,57.0,2353.0,5.81,5.76,3.67 +1347,0.72,Ideal,E,VS2,62.0,56.0,2962.0,5.73,5.76,3.56 +13536,1.31,Ideal,I,SI2,63.6,55.0,5546.0,6.98,6.92,4.42 +49871,0.53,Ideal,F,VVS2,62.2,54.0,2175.0,5.19,5.22,3.24 +9425,1.01,Very Good,D,SI2,61.8,60.0,4588.0,6.37,6.41,3.95 +41010,0.55,Premium,E,SI2,61.9,58.0,1185.0,5.2,5.24,3.23 +12537,1.09,Ideal,D,SI2,61.3,57.0,5267.0,6.64,6.67,4.08 +17544,1.14,Ideal,H,VS2,62.0,55.0,7059.0,6.71,6.72,4.16 +21358,1.01,Ideal,E,VS1,61.5,56.0,9503.0,6.45,6.49,3.98 +27125,2.01,Good,F,SI2,64.0,58.0,17313.0,7.94,7.83,5.05 +25457,2.3,Ideal,H,SI2,62.6,57.0,14215.0,8.4,8.35,5.25 +49704,0.61,Ideal,D,VS2,61.0,57.0,2147.0,5.45,5.47,3.33 +45865,0.61,Premium,E,SI2,61.3,59.0,1715.0,5.48,5.39,3.33 +53518,0.71,Premium,F,VS2,62.4,59.0,2686.0,5.71,5.66,3.55 +36856,0.31,Very Good,E,IF,61.6,54.0,958.0,4.38,4.42,2.71 +39299,0.3,Ideal,I,VS1,62.0,58.0,491.0,4.28,4.3,2.66 +33164,0.31,Very Good,E,VVS2,61.4,60.0,816.0,4.34,4.36,2.67 +35286,0.3,Premium,J,VS2,60.6,59.0,473.0,4.38,4.34,2.64 +30739,0.43,Good,E,SI1,63.4,57.0,739.0,4.81,4.84,3.06 +41943,0.28,Premium,G,VVS2,60.2,60.0,504.0,4.24,4.26,2.56 +48730,0.52,Ideal,G,VVS2,61.9,55.0,2012.0,5.16,5.14,3.19 +33975,0.31,Ideal,H,VVS1,61.6,57.0,846.0,4.35,4.32,2.67 +11454,1.01,Premium,G,SI1,62.2,58.0,5006.0,6.42,6.4,3.99 +27570,1.73,Premium,G,VVS2,62.6,55.0,18377.0,7.76,7.66,4.83 +43257,0.42,Premium,G,IF,61.6,58.0,1400.0,4.76,4.79,2.94 +2058,0.32,Very Good,E,SI1,62.2,57.0,561.0,4.38,4.43,2.74 +48194,0.53,Premium,E,VS2,59.9,61.0,1946.0,5.3,5.25,3.16 +40348,0.43,Premium,I,IF,61.2,58.0,1129.0,4.88,4.83,2.97 +18614,1.06,Ideal,F,VS2,61.2,57.0,7592.0,6.58,6.55,4.02 +8091,1.0,Premium,F,SI2,61.5,60.0,4340.0,6.35,6.33,3.9 +52332,0.78,Ideal,G,SI1,61.0,57.0,2496.0,5.94,5.99,3.64 +40960,0.45,Very Good,F,VS1,62.1,59.0,1179.0,4.85,4.81,3.0 +9074,1.14,Premium,D,SI2,62.6,58.0,4520.0,6.64,6.58,4.14 +6569,1.0,Premium,E,SI2,59.1,61.0,4077.0,6.44,6.39,3.79 +22179,1.55,Fair,F,SI1,59.7,66.0,10217.0,7.59,7.47,4.49 +6835,1.01,Very Good,F,SI2,62.2,58.0,4121.0,6.36,6.4,3.97 +45438,0.51,Very Good,E,VS2,59.5,63.0,1671.0,5.22,5.17,3.09 +52334,0.7,Premium,E,VS2,61.1,58.0,2496.0,5.78,5.7,3.51 +33699,0.33,Ideal,G,VVS1,61.1,56.0,838.0,4.47,4.5,2.74 +31787,0.42,Ideal,H,VS2,62.5,57.0,773.0,4.76,4.81,2.99 +12519,1.01,Premium,H,VS2,60.6,60.0,5260.0,6.51,6.49,3.94 +53545,0.72,Very Good,D,SI2,61.3,59.0,2692.0,5.74,5.78,3.53 +37396,0.46,Fair,F,VS2,66.0,58.0,982.0,4.9,4.76,3.19 +16204,1.26,Ideal,E,SI2,61.0,57.0,6477.0,7.03,6.97,4.27 +46363,0.57,Ideal,F,VS2,62.3,55.0,1760.0,5.36,5.3,3.32 +48057,0.73,Premium,H,SI2,58.7,58.0,1927.0,5.94,5.91,3.48 +34444,0.31,Ideal,E,VVS2,62.0,54.0,864.0,4.38,4.39,2.72 +43269,0.3,Premium,I,SI1,60.5,62.0,506.0,4.37,4.33,2.63 +1355,0.7,Good,E,VS1,63.6,58.0,2964.0,5.61,5.56,3.55 +20158,1.5,Ideal,H,SI2,62.8,55.0,8614.0,7.27,7.31,4.58 +35343,0.42,Ideal,H,SI1,62.9,57.0,898.0,4.84,4.76,3.02 +18469,1.5,Premium,J,SI1,61.2,61.0,7518.0,7.43,7.37,4.53 +10357,1.01,Premium,H,SI1,59.5,59.0,4771.0,6.56,6.52,3.89 +4800,0.92,Ideal,G,SI2,63.0,57.0,3697.0,6.16,6.13,3.87 +719,0.97,Ideal,F,I1,60.7,56.0,2856.0,6.43,6.41,3.9 +29040,0.4,Good,E,SI1,63.2,56.0,687.0,4.69,4.74,2.98 +48387,0.5,Premium,G,VVS1,61.0,60.0,1966.0,5.08,5.12,3.11 +9992,1.12,Premium,H,SI2,61.9,58.0,4704.0,6.74,6.66,4.15 +13833,1.01,Very Good,H,VS2,60.7,58.0,5638.0,6.47,6.51,3.94 +46592,0.54,Premium,F,VS2,59.4,57.0,1786.0,5.35,5.29,3.16 +42141,0.55,Premium,G,SI2,61.8,56.0,1280.0,5.28,5.23,3.25 +20238,1.5,Premium,H,SI1,61.6,58.0,8669.0,7.33,7.38,4.53 +44632,0.57,Premium,I,VVS1,62.1,58.0,1608.0,5.25,5.32,3.28 +28370,0.33,Very Good,F,VS1,59.3,56.0,668.0,4.49,4.55,2.68 +42896,0.53,Ideal,F,SI1,61.8,56.0,1360.0,5.19,5.23,3.22 +38230,0.4,Ideal,H,VVS1,62.2,55.0,1017.0,4.7,4.75,2.94 +50111,0.7,Very Good,G,SI1,63.6,58.0,2209.0,5.61,5.65,3.58 +32916,0.33,Ideal,G,VVS1,62.3,55.0,810.0,4.42,4.44,2.76 +30635,0.34,Ideal,G,VVS2,62.0,56.0,735.0,4.46,4.48,2.77 +30816,0.33,Premium,G,VS2,61.4,60.0,743.0,4.45,4.41,2.72 +45039,0.51,Very Good,E,VS2,63.5,57.0,1638.0,5.09,5.05,3.22 +30993,0.37,Premium,G,VS1,59.5,58.0,746.0,4.67,4.71,2.79 +26425,2.06,Premium,G,SI2,59.8,61.0,15949.0,8.26,8.22,4.93 +44347,0.56,Ideal,G,VS2,61.0,57.0,1580.0,5.32,5.34,3.25 +7773,1.0,Premium,G,SI2,61.8,60.0,4284.0,6.37,6.34,3.93 +14323,1.14,Premium,G,SI1,60.0,55.0,5801.0,6.85,6.79,4.09 +4459,0.73,Premium,D,VS1,60.0,58.0,3620.0,5.86,5.9,3.53 +9390,0.32,Good,D,SI1,63.2,54.0,589.0,4.36,4.38,2.76 +20712,0.31,Very Good,G,VS1,60.8,61.0,625.0,4.33,4.35,2.64 +12462,1.01,Premium,F,SI1,62.2,59.0,5249.0,6.36,6.41,3.97 +12870,1.21,Very Good,G,SI2,59.3,59.0,5364.0,6.97,7.0,4.14 +22839,1.5,Very Good,I,VVS2,62.0,53.0,10873.0,7.3,7.34,4.54 +26758,2.02,Good,H,SI2,60.2,55.0,16565.0,8.08,8.19,4.9 +32340,0.3,Good,G,VVS1,63.4,56.0,789.0,4.27,4.31,2.72 +25300,1.5,Very Good,E,VS2,61.0,55.0,13963.0,7.38,7.45,4.52 +4365,0.9,Very Good,I,VS2,62.3,64.0,3605.0,6.1,6.13,3.81 +31660,0.37,Ideal,I,VVS1,60.6,57.0,768.0,4.63,4.66,2.81 +34886,0.38,Ideal,G,VVS2,60.0,56.0,879.0,4.72,4.76,2.84 +3164,0.94,Premium,H,SI2,61.9,57.0,3335.0,6.29,6.21,3.87 +50969,0.71,Very Good,F,SI2,61.6,59.0,2326.0,5.7,5.76,3.53 +15888,1.06,Premium,D,SI1,61.1,59.0,6352.0,6.63,6.56,4.03 +39393,0.42,Good,G,VVS2,57.7,59.8,1076.0,4.95,4.96,2.86 +36858,0.5,Good,D,SI2,63.1,56.0,958.0,5.05,4.96,3.16 +29887,0.3,Ideal,D,VS2,61.1,56.0,710.0,4.32,4.36,2.65 +15907,1.0,Premium,E,VS2,62.9,59.0,6359.0,6.38,6.27,3.98 +25922,2.33,Ideal,I,VS2,62.4,57.0,15073.0,8.52,8.47,5.31 +7729,0.32,Premium,E,VS2,59.3,58.0,580.0,4.45,4.49,2.65 +2495,0.9,Very Good,J,VS1,62.9,56.0,3197.0,6.13,6.18,3.87 +21324,1.51,Ideal,I,VS2,62.9,53.0,9471.0,7.37,7.33,4.62 +11169,1.07,Premium,D,SI2,62.6,61.0,4949.0,6.49,6.42,4.04 +45991,0.53,Ideal,F,VS2,61.3,55.0,1723.0,5.22,5.25,3.21 +31914,0.3,Very Good,G,VS1,63.3,56.0,776.0,4.3,4.26,2.71 +27785,0.44,Very Good,F,SI2,62.8,60.0,648.0,4.82,4.86,3.04 +45337,0.51,Premium,E,VS2,59.2,58.0,1662.0,5.27,5.23,3.11 +324,1.04,Premium,G,I1,62.2,58.0,2801.0,6.46,6.41,4.0 +17928,1.53,Ideal,G,SI2,61.7,57.0,7240.0,7.44,7.41,4.58 +50247,0.7,Good,I,VS2,59.4,57.0,2234.0,5.77,5.82,3.44 +28993,0.34,Very Good,F,VS2,62.9,58.0,686.0,4.44,4.46,2.8 +42891,0.51,Premium,D,SI2,62.0,58.0,1359.0,5.12,5.08,3.16 +41379,0.41,Ideal,E,VVS1,61.4,57.0,1221.0,4.77,4.8,2.94 +45297,0.51,Very Good,E,VS2,63.1,55.0,1662.0,5.13,5.1,3.23 +22073,1.31,Very Good,E,VS2,63.1,56.0,10094.0,6.95,6.9,4.37 +18215,1.5,Very Good,I,SI2,62.7,57.0,7392.0,7.28,7.35,4.59 +50086,0.71,Very Good,G,SI1,62.4,57.0,2206.0,5.66,5.69,3.54 +29871,0.3,Very Good,D,VS2,62.5,58.0,710.0,4.26,4.29,2.67 +18954,1.05,Very Good,D,VS2,59.7,58.0,7794.0,6.56,6.63,3.94 +28197,0.4,Very Good,E,SI2,62.9,58.0,666.0,4.7,4.74,2.97 +38342,0.32,Premium,G,IF,62.0,60.0,1020.0,4.41,4.37,2.72 +6419,1.0,Good,I,SI1,65.6,56.0,4042.0,6.23,6.3,4.11 +18508,1.1,Ideal,G,VS2,61.9,57.0,7540.0,6.63,6.57,4.09 +19968,1.5,Good,D,SI2,62.4,61.0,8517.0,7.23,7.36,4.55 +31945,0.3,Premium,F,VS2,61.4,60.0,776.0,4.34,4.29,2.65 +25710,0.35,Ideal,D,SI1,62.3,57.0,644.0,4.5,4.52,2.81 +42439,0.53,Ideal,H,VS2,62.4,56.0,1314.0,5.17,5.18,3.23 +37592,0.24,Very Good,E,VVS2,62.5,58.0,485.0,3.96,4.01,2.49 +4607,0.91,Good,D,SI2,63.3,62.0,3660.0,6.01,6.09,3.83 +51810,0.71,Ideal,D,SI2,62.3,56.0,2416.0,5.68,5.72,3.55 +44651,0.28,Ideal,H,VVS2,62.0,57.0,522.0,4.21,4.24,2.62 +24955,1.68,Ideal,H,VS2,61.3,56.0,13427.0,7.77,7.67,4.73 +12464,1.03,Premium,G,SI1,58.4,58.0,5249.0,6.66,6.62,3.88 +12916,1.2,Ideal,I,SI1,63.5,61.0,5376.0,6.75,6.71,4.27 +31193,0.36,Premium,G,VS2,62.5,58.0,756.0,4.55,4.51,2.83 +5271,0.91,Good,D,SI1,64.0,58.0,3796.0,6.06,6.09,3.89 +53198,0.7,Ideal,E,VS2,62.1,57.0,2633.0,5.68,5.73,3.54 +12455,1.2,Very Good,F,SI2,62.2,62.0,5247.0,6.7,6.77,4.19 +36650,0.43,Very Good,E,SI1,63.2,57.0,948.0,4.84,4.78,3.04 +51045,0.7,Premium,H,VS2,61.8,60.0,2330.0,5.68,5.71,3.52 +5734,0.9,Good,H,VS2,64.3,60.0,3890.0,6.02,6.04,3.88 +14463,1.17,Ideal,F,SI1,62.2,56.0,5837.0,6.71,6.73,4.18 +45487,0.53,Ideal,H,VS1,61.8,56.0,1678.0,5.22,5.26,3.24 +46266,0.54,Ideal,E,VS2,61.9,55.0,1754.0,5.2,5.24,3.23 +32870,0.32,Ideal,F,VVS1,61.7,56.0,809.0,4.37,4.42,2.71 +45425,0.55,Ideal,E,SI1,62.1,55.0,1668.0,5.26,5.21,3.25 +37365,0.4,Premium,D,VS2,62.4,59.0,982.0,4.7,4.72,2.94 +16236,1.38,Very Good,J,VS2,62.7,56.0,6494.0,7.06,7.11,4.44 +19384,1.47,Very Good,J,VVS2,62.6,60.0,8055.0,7.17,7.24,4.51 +51380,0.7,Premium,H,VS1,62.8,60.0,2367.0,5.61,5.56,3.51 +40752,0.4,Ideal,F,VVS2,62.4,56.0,1163.0,4.74,4.72,2.95 +23627,1.45,Premium,F,VS2,61.1,58.0,11650.0,7.31,7.23,4.44 +50882,0.7,Very Good,I,VS2,60.1,57.0,2316.0,5.79,5.82,3.49 +49553,0.55,Ideal,G,VVS2,61.9,56.0,2129.0,5.27,5.23,3.25 +35237,0.39,Ideal,F,VS1,60.9,56.0,894.0,4.68,4.75,2.87 +32690,0.31,Good,G,VS1,63.8,57.0,802.0,4.33,4.29,2.75 +25647,1.51,Premium,G,VS1,62.2,58.0,14542.0,7.29,7.35,4.55 +48206,0.7,Premium,H,SI1,61.1,58.0,1948.0,5.74,5.79,3.52 +1552,0.8,Premium,G,VS2,60.6,59.0,3002.0,6.02,5.97,3.63 +17677,1.01,Very Good,F,VS1,63.3,60.0,7127.0,6.35,6.32,4.01 +1201,0.8,Premium,H,VS1,62.0,60.0,2935.0,5.92,5.86,3.65 +44490,0.5,Very Good,H,VS1,61.6,57.0,1598.0,5.11,5.13,3.15 +34791,0.4,Premium,G,VS1,60.3,59.0,877.0,4.76,4.8,2.88 +35232,0.58,Fair,F,I1,65.8,56.0,893.0,5.23,5.12,3.41 +50143,0.6,Premium,D,VS2,59.6,59.0,2214.0,5.53,5.47,3.28 +50417,0.71,Ideal,H,SI2,59.4,57.0,2258.0,5.87,5.81,3.47 +35570,0.35,Ideal,F,VS2,61.4,54.0,906.0,4.58,4.54,2.8 +2951,0.7,Premium,E,VVS1,61.7,59.0,3294.0,5.71,5.67,3.51 +16809,1.05,Good,H,IF,64.3,58.0,6703.0,6.5,6.35,4.13 +48720,0.63,Fair,E,VS2,65.7,60.0,2011.0,5.41,5.31,3.52 +8659,1.2,Very Good,I,SI2,61.9,59.0,4455.0,6.77,6.84,4.21 +11004,1.17,Premium,I,SI1,62.6,58.0,4914.0,6.71,6.64,4.18 +41090,0.41,Ideal,F,VVS2,62.6,55.0,1192.0,4.76,4.73,2.97 +46321,0.58,Ideal,H,VS2,61.2,56.0,1755.0,5.41,5.39,3.3 +18361,0.37,Premium,F,SI1,61.6,59.0,616.0,4.62,4.67,2.86 +10776,1.23,Premium,J,VS2,62.7,58.0,4856.0,6.81,6.77,4.26 +30886,0.33,Ideal,E,SI1,62.5,55.0,743.0,4.45,4.42,2.77 +43560,0.51,Good,D,VS2,60.1,65.0,1430.0,5.14,5.17,3.1 +36523,0.42,Ideal,G,SI1,62.5,56.0,945.0,4.83,4.8,3.01 +27310,2.11,Premium,G,SI1,61.6,59.0,17816.0,8.24,8.19,5.06 +6972,0.95,Premium,G,SI1,62.6,58.0,4150.0,6.26,6.21,3.9 +38819,0.51,Very Good,J,VS2,62.5,56.0,1047.0,5.08,5.12,3.19 +28191,0.4,Very Good,D,SI2,61.6,59.0,666.0,4.68,4.74,2.9 +16380,0.29,Very Good,E,VVS1,59.5,61.0,609.0,4.29,4.31,2.56 +19691,0.3,Ideal,G,VS1,62.2,55.0,624.0,4.28,4.31,2.67 +6038,0.33,Ideal,D,SI1,62.2,54.0,575.0,4.45,4.46,2.77 +40469,0.32,Ideal,D,VVS1,61.7,55.0,1140.0,4.44,4.41,2.73 +8232,0.84,Ideal,G,VS1,61.4,56.0,4372.0,6.04,6.15,3.74 +14614,1.29,Good,J,VS2,58.2,61.0,5898.0,7.07,7.12,4.13 +48081,0.6,Ideal,H,VVS2,62.2,55.0,1931.0,5.38,5.43,3.36 +42127,0.41,Ideal,E,VVS1,61.4,57.0,1279.0,4.8,4.77,2.94 +51885,0.8,Ideal,G,SI2,62.1,57.0,2429.0,5.95,6.03,3.72 +29224,0.31,Ideal,G,VS1,61.9,56.0,695.0,4.38,4.34,2.7 +2065,0.32,Premium,I,VVS2,61.9,59.0,561.0,4.35,4.38,2.7 +47098,0.71,Premium,H,SI2,61.5,60.0,1826.0,5.72,5.7,3.51 +41423,0.46,Ideal,H,VVS1,62.3,54.0,1227.0,4.96,4.99,3.1 +4132,0.75,Very Good,E,VS1,61.9,58.0,3543.0,5.83,5.86,3.62 +7912,1.03,Very Good,G,SI2,63.0,57.0,4315.0,6.4,6.42,4.04 +14445,1.3,Very Good,J,VS2,61.6,56.0,5832.0,7.02,7.07,4.34 +8895,1.08,Premium,F,SI2,60.2,59.0,4488.0,6.65,6.6,3.99 +28686,0.3,Good,G,VVS2,62.6,58.0,678.0,4.25,4.28,2.67 +20994,1.74,Ideal,J,SI1,62.1,54.0,9208.0,7.73,7.69,4.79 +2753,0.9,Good,H,SI2,63.6,60.0,3250.0,6.06,6.11,3.87 +46604,0.54,Premium,D,SI1,62.1,56.0,1786.0,5.25,5.22,3.25 +19102,1.2,Ideal,H,VS1,62.1,57.0,7869.0,6.77,6.82,4.22 +4858,0.71,Ideal,F,VS1,61.4,57.0,3710.0,5.72,5.73,3.52 +6162,0.91,Very Good,F,SI1,63.7,58.0,3991.0,6.08,6.11,3.88 +2594,0.64,Ideal,F,VVS2,60.9,56.0,3217.0,5.57,5.59,3.4 +5227,0.73,Ideal,H,IF,62.3,55.0,3785.0,5.77,5.79,3.6 +38533,0.38,Premium,H,VVS1,61.2,60.0,1033.0,4.7,4.68,2.87 +53219,0.71,Ideal,F,SI2,62.1,56.0,2637.0,5.75,5.7,3.56 +48346,0.58,Ideal,H,VVS1,62.4,55.0,1961.0,5.32,5.36,3.33 +46558,0.51,Good,E,VS2,56.6,59.0,1781.0,5.37,5.26,3.01 +48637,0.37,Ideal,I,VS2,61.5,56.0,537.0,4.6,4.63,2.84 +2275,1.22,Premium,J,SI2,62.6,59.0,3156.0,6.79,4.24,3.76 +38183,0.41,Ideal,D,SI1,60.3,57.0,1015.0,4.86,4.82,2.92 +36396,0.53,Good,I,SI2,63.6,58.0,942.0,5.08,5.11,3.24 +1516,0.91,Fair,F,SI2,65.3,51.0,2996.0,6.05,5.98,3.93 +26672,0.26,Very Good,D,VS1,60.0,56.0,425.0,4.15,4.18,2.5 +14315,1.06,Ideal,E,SI1,61.6,56.0,5798.0,6.55,6.59,4.05 +4176,0.92,Premium,G,SI2,59.4,62.0,3555.0,6.36,6.34,3.77 +21347,1.23,Premium,F,VS1,61.3,60.0,9489.0,6.94,6.9,4.24 +23508,1.52,Premium,H,VS1,61.4,58.0,11516.0,7.3,7.44,4.55 +48138,0.7,Very Good,F,SI2,60.9,58.0,1940.0,5.7,5.77,3.49 +8441,1.25,Premium,J,SI2,62.3,59.0,4410.0,6.86,6.82,4.26 +7019,1.05,Very Good,H,SI2,63.0,59.0,4158.0,6.44,6.48,4.07 +21172,1.2,Very Good,F,VS2,62.9,57.0,9331.0,6.78,6.71,4.24 +18769,1.0,Very Good,E,VS1,63.0,58.0,7676.0,6.29,6.38,3.99 +15904,1.02,Ideal,G,VS2,60.5,57.0,6356.0,6.51,6.55,3.95 +24084,1.53,Premium,G,VS2,61.3,58.0,12228.0,7.48,7.4,4.56 +53665,0.72,Good,G,VS2,63.1,57.0,2708.0,5.71,5.74,3.61 +51305,0.31,Premium,I,VVS2,61.7,58.0,544.0,4.38,4.4,2.71 +18601,1.12,Very Good,E,VS2,62.8,57.0,7589.0,6.61,6.64,4.16 +684,0.8,Very Good,F,SI1,63.4,57.0,2851.0,5.89,5.82,3.71 +43728,0.51,Very Good,G,VS2,62.7,57.0,1438.0,5.05,5.12,3.19 +52197,0.7,Premium,G,VS2,61.8,58.0,2479.0,5.66,5.64,3.49 +19197,1.25,Premium,G,VS2,61.2,57.0,7948.0,6.95,6.91,4.24 +32001,0.28,Very Good,D,VVS2,62.2,52.0,777.0,4.21,4.25,2.63 +36207,0.33,Ideal,F,VVS1,61.4,57.0,932.0,4.49,4.47,2.75 +12956,1.21,Very Good,I,VS2,63.4,57.0,5387.0,6.79,6.72,4.28 +52398,0.6,Ideal,G,VVS1,61.5,56.0,2509.0,5.44,5.47,3.35 +51934,0.63,Ideal,D,VS1,61.6,55.0,2440.0,5.52,5.55,3.41 +28407,0.35,Premium,G,SI1,60.3,60.0,669.0,4.59,4.57,2.76 +43905,0.33,Ideal,H,SI1,61.0,55.0,511.0,4.45,4.49,2.73 +24276,2.58,Fair,F,SI2,65.2,59.0,12500.0,8.58,8.51,5.57 +18353,1.01,Premium,G,VVS2,61.7,59.0,7466.0,6.44,6.37,3.95 +12989,1.0,Premium,E,SI1,61.7,58.0,5396.0,6.42,6.35,3.94 +30707,0.4,Premium,E,SI1,60.9,60.0,737.0,4.75,4.77,2.9 +33406,0.28,Ideal,E,VVS2,62.4,56.0,828.0,4.2,4.16,2.61 +31256,0.32,Ideal,D,VS2,61.6,56.0,758.0,4.37,4.4,2.7 +20366,1.23,Premium,G,VS1,61.3,58.0,8759.0,6.87,6.89,4.22 +46726,0.47,Very Good,D,VS1,60.0,59.0,1795.0,5.07,5.09,3.06 +13390,0.35,Ideal,D,SI1,62.1,57.0,601.0,4.47,4.49,2.78 +42275,0.23,Very Good,E,VVS2,59.4,61.0,505.0,4.01,4.04,2.39 +24173,1.6,Premium,F,SI1,60.5,58.0,12343.0,7.62,7.53,4.58 +36756,0.38,Ideal,G,VS2,60.6,57.0,955.0,4.7,4.73,2.86 +42514,0.52,Very Good,D,SI1,62.7,56.0,1323.0,5.08,5.13,3.2 +38130,0.3,Premium,G,VVS1,62.1,56.0,1013.0,4.31,4.29,2.67 +46480,0.55,Very Good,F,VS2,61.6,56.1,1777.0,5.29,5.31,3.27 +36589,0.33,Ideal,G,IF,61.0,56.0,946.0,4.48,4.5,2.74 +41668,0.4,Ideal,I,VVS2,62.0,56.0,1240.0,4.74,4.77,2.95 +8671,1.04,Ideal,G,SI2,61.4,57.0,4455.0,6.54,6.48,4.0 +25442,1.3,Premium,F,VVS1,59.3,59.0,14196.0,7.11,7.08,4.22 +51874,0.7,Good,H,VVS2,63.7,54.0,2427.0,5.72,5.62,3.61 +44523,0.53,Very Good,D,VS2,63.2,56.0,1601.0,5.1,5.15,3.24 +48823,0.55,Ideal,G,VVS2,61.4,56.0,2028.0,5.27,5.28,3.24 +48732,0.52,Premium,G,VVS2,61.2,59.0,2012.0,5.16,5.14,3.15 +43500,0.47,Very Good,D,VS1,59.5,61.0,1422.0,5.06,5.03,3.02 +52191,0.77,Ideal,H,VS2,62.4,56.0,2479.0,5.89,5.85,3.66 +43719,0.52,Very Good,E,SI1,59.3,59.0,1438.0,5.26,5.3,3.13 +6858,0.9,Very Good,I,VS1,62.6,59.0,4126.0,6.11,6.15,3.84 +25478,1.51,Ideal,F,VS2,62.4,56.0,14247.0,7.38,7.31,4.58 +51057,0.7,Premium,H,SI1,59.0,60.0,2331.0,5.86,5.81,3.44 +32943,0.34,Very Good,I,SI1,62.8,57.0,459.0,4.43,4.45,2.79 +46647,0.3,Very Good,G,VS2,60.8,61.0,526.0,4.31,4.34,2.63 +10758,1.12,Good,I,VS2,63.8,55.0,4853.0,6.63,6.57,4.21 +5900,1.2,Ideal,I,SI2,62.5,56.0,3931.0,6.8,6.7,4.22 +10538,1.01,Good,E,SI2,58.5,61.0,4807.0,6.51,6.61,3.84 +39368,0.36,Premium,G,IF,62.5,60.0,1074.0,4.49,4.53,2.82 +11883,1.17,Ideal,H,SI2,62.3,57.0,5111.0,6.78,6.74,4.21 +42556,0.42,Ideal,F,VVS1,61.3,56.0,1326.0,4.82,4.83,2.96 +41559,0.52,Very Good,D,SI1,62.0,60.0,1237.0,5.18,5.11,3.19 +35850,0.33,Ideal,E,VVS2,61.9,57.0,917.0,4.44,4.47,2.75 +51601,0.7,Good,H,VS2,63.4,60.0,2394.0,5.59,5.61,3.55 +14813,1.2,Ideal,E,SI2,62.5,55.0,5964.0,6.77,6.84,4.25 +30873,0.33,Ideal,G,VS2,62.3,57.0,743.0,4.43,4.4,2.75 +15309,1.05,Premium,G,VS1,61.8,58.0,6146.0,6.54,6.51,4.03 +14709,0.3,Ideal,H,VVS2,60.4,56.0,605.0,4.32,4.36,2.62 +11656,1.02,Good,G,SI1,63.6,58.0,5055.0,6.39,6.34,4.05 +9788,1.01,Ideal,E,SI2,62.2,54.0,4666.0,6.39,6.43,3.99 +30248,0.26,Ideal,E,VVS2,62.5,55.0,724.0,4.09,4.07,2.55 +33240,0.36,Ideal,I,VVS1,61.7,56.0,824.0,4.59,4.62,2.84 +28660,0.41,Good,F,SI1,58.4,58.0,676.0,4.91,4.96,2.88 +14556,1.2,Ideal,I,VS2,61.5,57.0,5880.0,6.8,6.75,4.17 +48491,0.67,Very Good,H,VS1,63.4,59.0,1981.0,5.53,5.57,3.52 +52196,0.7,Premium,G,VS2,62.5,55.0,2479.0,5.69,5.64,3.54 +4788,0.9,Good,F,SI1,64.0,59.0,3696.0,5.97,5.99,3.83 +44270,0.52,Ideal,E,VS2,61.3,57.0,1576.0,5.19,5.22,3.19 +43641,0.5,Good,F,VS2,63.6,58.0,1433.0,5.05,5.02,3.2 +33405,0.28,Ideal,E,VVS1,62.0,56.0,828.0,4.23,4.19,2.61 +4646,0.91,Premium,I,VS1,61.9,57.0,3669.0,6.24,6.19,3.85 +10406,0.31,Premium,D,SI2,61.5,60.0,593.0,4.34,4.31,2.66 +24496,1.73,Premium,D,SI1,60.6,59.0,12770.0,7.76,7.68,4.68 +5821,1.04,Premium,E,SI2,61.6,58.0,3914.0,6.52,6.45,3.99 +39563,0.36,Premium,F,VS1,61.8,58.0,1080.0,4.56,4.53,2.81 +14927,1.73,Fair,H,SI2,65.9,58.0,6007.0,7.52,7.45,4.93 +12690,1.01,Premium,E,SI1,62.0,61.0,5311.0,6.42,6.38,3.97 +12910,1.2,Very Good,J,VS1,63.1,59.0,5376.0,6.75,6.65,4.23 +19148,1.07,Premium,E,VS1,62.0,60.0,7909.0,6.58,6.49,4.05 +48001,0.52,Ideal,D,VS2,61.5,56.0,1919.0,5.19,5.15,3.18 +10054,0.27,Very Good,F,VVS2,60.8,59.0,591.0,4.17,4.19,2.54 +34858,0.3,Premium,G,VVS2,62.6,58.0,878.0,4.29,4.27,2.68 +38146,0.3,Very Good,G,VVS1,63.5,57.0,1013.0,4.27,4.24,2.7 +8830,1.02,Ideal,E,SI2,63.0,57.0,4478.0,6.44,6.39,4.04 +27227,1.03,Ideal,D,IF,62.0,56.0,17590.0,6.55,6.44,4.03 +50802,0.71,Premium,E,SI2,61.4,59.0,2306.0,5.74,5.7,3.51 +40566,0.41,Premium,G,VVS1,59.9,59.0,1151.0,4.79,4.83,2.88 +47740,0.7,Premium,I,SI2,59.5,58.0,1890.0,5.79,5.73,3.43 +16232,1.22,Premium,G,SI1,60.7,59.0,6492.0,6.92,6.96,4.21 +47467,0.5,Good,G,VVS2,63.6,57.0,1858.0,5.08,5.04,3.22 +1321,0.56,Very Good,D,VVS1,60.1,58.0,2959.0,5.36,5.42,3.24 +18348,1.02,Ideal,E,VS2,60.2,56.0,7465.0,6.56,6.62,3.97 +3948,0.8,Premium,F,VS2,62.1,60.0,3502.0,5.92,5.86,3.66 +13896,1.02,Premium,E,SI1,59.2,56.0,5655.0,6.63,6.57,3.91 +51289,0.57,Premium,D,VS1,60.6,59.0,2360.0,5.38,5.32,3.24 +9909,1.02,Very Good,H,SI1,63.5,58.0,4688.0,6.39,6.36,4.05 +39190,0.35,Ideal,D,VS2,62.4,57.0,1063.0,4.56,4.51,2.83 +43022,0.59,Ideal,I,VS2,61.8,56.0,1371.0,5.39,5.42,3.34 +50520,0.53,Ideal,E,VVS2,62.2,54.0,2273.0,5.19,5.23,3.24 +39700,0.4,Ideal,H,VVS1,61.4,57.0,1088.0,4.81,4.74,2.93 +13325,1.02,Very Good,F,SI1,59.8,58.0,5500.0,6.49,6.55,3.9 +19387,1.2,Premium,G,VS1,62.4,59.0,8056.0,6.73,6.69,4.19 +46930,0.52,Ideal,G,VS1,62.3,55.0,1815.0,5.16,5.14,3.21 +47468,0.75,Premium,D,SI2,61.3,59.0,1858.0,5.88,5.83,3.59 +13554,1.03,Ideal,D,SI1,62.4,57.0,5551.0,6.44,6.47,4.03 +13937,0.9,Very Good,G,IF,63.1,58.0,5670.0,6.18,6.09,3.87 +47659,0.23,Very Good,E,VVS2,60.9,60.0,530.0,3.96,3.99,2.42 +1009,0.79,Ideal,G,SI1,62.3,57.0,2898.0,5.9,5.85,3.66 +31279,0.32,Good,I,VS2,63.4,55.0,449.0,4.33,4.37,2.76 +39912,0.38,Ideal,F,VVS2,62.7,56.0,1104.0,4.64,4.61,2.9 +20944,1.5,Very Good,H,SI1,62.6,57.0,9157.0,7.26,7.3,4.56 +16819,1.21,Premium,H,VS2,58.8,59.0,6708.0,7.01,6.98,4.11 +4160,1.09,Ideal,G,I1,61.0,56.0,3549.0,6.62,6.66,4.05 +3609,1.02,Good,H,SI2,58.6,64.0,3427.0,6.32,6.26,3.68 +50720,0.72,Very Good,D,SI2,59.8,60.0,2294.0,5.76,5.81,3.46 +44318,0.31,Good,H,SI1,64.0,54.0,521.0,4.31,4.29,2.75 +24188,1.21,Ideal,D,VVS2,61.3,57.0,12375.0,6.85,6.88,4.21 +10119,1.02,Very Good,D,SI2,63.4,59.0,4718.0,6.41,6.37,4.05 +40422,0.5,Fair,H,VS1,66.6,58.0,1134.0,4.95,4.84,3.26 +53172,0.71,Premium,E,SI1,60.8,60.0,2629.0,5.75,5.69,3.48 +43005,0.52,Very Good,G,VS2,63.0,55.0,1369.0,5.13,5.16,3.24 +27112,2.02,Premium,H,SI1,62.1,61.0,17265.0,8.06,7.99,4.98 +24687,1.75,Good,I,VS1,58.3,59.0,13047.0,7.92,7.97,4.63 +2803,0.9,Very Good,D,SI2,59.0,61.0,3262.0,6.28,6.32,3.72 +34725,0.36,Ideal,F,VS2,61.0,57.0,875.0,4.6,4.62,2.81 +8582,0.91,Very Good,F,SI1,60.4,59.0,4437.0,6.22,6.26,3.77 +46199,0.51,Premium,F,VS1,60.0,58.0,1749.0,5.21,5.19,3.12 +38050,0.49,Premium,E,SI2,60.9,57.0,1011.0,5.11,5.07,3.1 +6957,1.41,Fair,H,I1,64.7,58.0,4145.0,7.05,7.0,4.55 +8365,1.14,Premium,F,SI2,62.8,58.0,4399.0,6.61,6.56,4.14 +13387,0.39,Fair,E,SI1,65.6,60.0,601.0,4.5,4.56,2.97 +53782,0.58,Ideal,F,VVS1,61.6,57.0,2728.0,5.33,5.38,3.3 +44114,0.46,Ideal,G,IF,61.6,54.0,1558.0,4.97,5.0,3.07 +41400,0.52,Ideal,H,SI1,61.0,56.0,1223.0,5.2,5.23,3.18 +28543,0.3,Good,E,SI1,63.7,59.0,675.0,4.27,4.21,2.7 +12143,1.01,Very Good,F,SI1,62.7,57.0,5174.0,6.32,6.38,3.98 +7495,1.01,Ideal,F,SI2,61.4,56.0,4239.0,6.46,6.51,3.98 +39532,0.4,Good,I,VVS1,63.9,56.0,1080.0,4.68,4.64,2.98 +9192,0.73,Ideal,D,VVS2,62.0,53.6,4547.0,5.76,5.8,3.59 +4853,0.71,Ideal,F,VS1,61.3,56.0,3710.0,5.69,5.75,3.51 +24133,1.57,Very Good,D,SI1,62.3,59.0,12304.0,7.39,7.44,4.62 +20882,1.5,Ideal,H,SI2,62.4,57.0,9104.0,7.29,7.33,4.56 +11093,1.03,Ideal,G,SI2,62.3,59.0,4928.0,6.44,6.46,4.02 +2628,0.51,Ideal,E,VVS1,61.3,56.0,3226.0,5.21,5.13,3.17 +3380,0.31,Premium,I,SI1,61.3,58.0,408.0,4.34,4.37,2.67 +16957,1.04,Ideal,G,VS2,61.6,57.0,6773.0,6.49,6.54,4.01 +53062,0.75,Good,D,SI1,64.1,54.0,2608.0,5.78,5.76,3.7 +4742,0.76,Ideal,F,VS1,62.2,56.0,3680.0,5.83,5.87,3.64 +34410,0.3,Ideal,G,IF,62.4,55.0,863.0,4.32,4.34,2.7 +27546,2.1,Ideal,G,SI2,61.3,55.0,18312.0,8.19,8.25,5.04 +13203,1.06,Very Good,H,VS1,62.2,59.0,5456.0,6.47,6.52,4.04 +29602,0.35,Ideal,G,VS1,60.6,56.0,706.0,4.57,4.6,2.78 +29268,0.31,Very Good,E,SI1,63.4,55.0,698.0,4.33,4.32,2.74 +46858,0.51,Ideal,G,VVS2,60.1,56.0,1813.0,5.22,5.24,3.14 +6549,1.01,Fair,G,VS2,65.7,54.0,4072.0,6.32,6.28,4.14 +45339,0.51,Ideal,G,VS1,61.8,57.0,1662.0,5.14,5.12,3.17 +3927,1.51,Good,G,I1,64.0,59.0,3497.0,7.29,7.17,4.63 +2149,0.57,Ideal,D,VVS1,61.6,56.0,3126.0,5.33,5.35,3.29 +15887,1.25,Ideal,I,SI1,61.0,56.0,6352.0,6.97,7.02,4.27 +3005,0.71,Ideal,E,VS2,62.0,56.0,3304.0,5.72,5.75,3.55 +4099,0.73,Ideal,E,VVS2,61.6,55.0,3535.0,5.8,5.83,3.58 +26093,1.56,Very Good,G,VVS1,59.7,59.0,15334.0,7.48,7.57,4.49 +6762,0.9,Premium,E,SI1,61.1,58.0,4106.0,6.22,6.26,3.81 +29791,0.3,Ideal,D,SI1,62.1,56.0,709.0,4.33,4.3,2.68 +327,0.53,Ideal,F,IF,61.9,54.0,2802.0,5.22,5.25,3.24 +27586,1.79,Very Good,F,VS2,62.8,59.0,18429.0,7.7,7.8,4.87 +25273,1.58,Ideal,F,VS2,60.0,57.0,13917.0,7.52,7.58,4.53 +18608,1.54,Premium,J,SI1,61.2,59.0,7589.0,7.45,7.41,4.55 +41608,0.32,Premium,J,VS2,61.9,58.0,393.0,4.35,4.38,2.7 +15504,1.5,Fair,I,SI2,68.1,59.0,6209.0,7.12,6.84,4.75 +6509,0.96,Very Good,H,SI1,63.1,58.0,4064.0,6.2,6.25,3.93 +9329,1.27,Premium,J,VS2,62.2,58.0,4580.0,6.88,6.84,4.27 +23457,1.53,Very Good,H,VS2,60.9,63.0,11452.0,7.37,7.41,4.5 +52951,0.24,Very Good,D,VVS2,60.6,59.0,552.0,4.0,4.02,2.43 +34675,0.39,Very Good,G,VVS1,60.3,57.0,873.0,4.74,4.78,2.87 +22607,1.53,Ideal,H,SI1,61.1,57.0,10659.0,7.45,7.44,4.55 +42744,0.51,Good,G,VS2,63.5,57.0,1343.0,5.05,5.06,3.21 +564,0.71,Premium,G,VVS2,62.1,57.0,2832.0,5.75,5.65,3.54 +22138,1.53,Ideal,I,VS1,60.2,60.0,10171.0,7.51,7.48,4.51 +36968,0.41,Ideal,G,VS1,62.4,57.0,961.0,4.75,4.7,2.95 +52393,0.58,Ideal,G,IF,60.9,57.0,2508.0,5.39,5.46,3.3 +51171,0.5,Ideal,E,VVS2,62.4,54.0,2346.0,5.11,5.09,3.18 +44671,0.55,Very Good,F,VS2,62.6,57.0,1609.0,5.19,5.23,3.26 +13250,1.2,Very Good,I,SI1,62.6,57.0,5476.0,6.74,6.77,4.23 +39197,0.43,Premium,D,SI1,60.1,58.0,1064.0,4.93,4.89,2.95 +9421,1.01,Good,G,SI1,63.4,58.0,4588.0,6.28,6.33,4.0 +53919,0.76,Premium,I,VS1,59.3,62.0,2753.0,5.93,5.85,3.49 +37911,0.41,Ideal,I,IF,62.6,57.0,1007.0,4.74,4.78,2.98 +8911,0.9,Good,F,VS2,62.7,59.0,4493.0,6.1,6.14,3.84 +14450,1.31,Premium,I,VS2,60.4,59.0,5832.0,7.16,7.05,4.29 +25968,1.5,Premium,F,VS1,62.3,58.0,15153.0,7.28,7.33,4.55 +9151,1.1,Very Good,E,SI2,60.0,58.0,4539.0,6.72,6.75,4.04 +18118,1.58,Fair,H,SI1,64.7,58.0,7333.0,7.28,7.22,4.69 +28467,0.39,Very Good,E,SI2,59.1,56.0,672.0,4.76,4.82,2.83 +28342,0.33,Ideal,G,VS1,62.1,56.0,666.0,4.4,4.42,2.74 +1384,0.3,Very Good,H,VVS2,62.0,56.0,559.0,4.28,4.3,2.66 +1393,0.32,Ideal,E,SI1,61.9,55.0,559.0,4.4,4.43,2.73 +23874,1.51,Ideal,H,VS1,62.3,57.0,11967.0,7.34,7.29,4.55 +29174,0.4,Very Good,D,SI1,63.8,54.0,694.0,4.68,4.75,3.01 +40534,0.38,Premium,G,IF,62.5,60.0,1148.0,4.61,4.64,2.89 +775,0.77,Premium,F,VS1,60.9,60.0,2859.0,5.91,5.88,3.59 +48953,0.72,Very Good,I,VS1,64.0,56.0,2048.0,5.65,5.73,3.65 +13442,1.06,Premium,H,VS2,60.7,59.0,5520.0,6.61,6.57,4.0 +31087,0.33,Ideal,H,VVS1,62.2,55.0,752.0,4.4,4.44,2.75 +33458,0.32,Ideal,G,VS1,61.3,57.0,828.0,4.4,4.37,2.69 +28411,0.35,Ideal,D,SI2,61.8,57.0,669.0,4.57,4.53,2.81 +1746,0.7,Fair,F,VS1,64.9,59.0,3039.0,5.56,5.59,3.62 +22132,1.54,Good,I,VS1,63.6,60.0,10164.0,7.3,7.33,4.65 +47781,0.55,Ideal,F,VS1,61.5,56.0,1896.0,5.26,5.3,3.25 +19625,1.51,Good,I,SI1,62.5,57.0,8242.0,7.25,7.32,4.55 +10302,1.01,Very Good,D,SI2,62.9,60.0,4760.0,6.35,6.46,4.03 +21366,0.42,Ideal,F,SI2,61.7,54.0,626.0,4.85,4.87,3.0 +9678,1.52,Fair,H,I1,65.4,62.0,4648.0,7.1,7.02,4.62 +3662,0.82,Very Good,I,VVS1,62.8,58.0,3443.0,5.95,5.99,3.75 +23401,1.13,Ideal,E,VVS2,60.1,59.0,11387.0,6.77,6.81,4.08 +22779,1.01,Very Good,F,IF,59.2,60.0,10800.0,6.48,6.59,3.87 +50084,0.76,Very Good,J,VS2,61.2,57.0,2206.0,5.86,5.91,3.6 +35420,0.4,Premium,G,SI1,62.7,59.0,900.0,4.71,4.67,2.94 +15269,1.2,Premium,H,SI1,62.1,58.0,6129.0,6.77,6.72,4.19 +10556,1.08,Ideal,G,SI2,61.8,56.0,4814.0,6.54,6.6,4.06 +45246,0.61,Ideal,G,SI1,61.4,56.0,1659.0,5.46,5.49,3.36 +15004,1.09,Ideal,E,SI1,61.1,55.0,6043.0,6.7,6.66,4.08 +5533,0.92,Very Good,F,SI2,62.1,59.0,3854.0,6.21,6.26,3.87 +21019,1.01,Premium,F,VVS2,60.4,59.0,9231.0,6.49,6.45,3.91 +37161,0.32,Ideal,D,VS2,62.7,57.0,972.0,4.44,4.4,2.77 +25749,2.03,Fair,G,SI2,64.9,59.0,14687.0,7.85,7.99,5.14 +40360,0.43,Ideal,D,VS2,60.7,57.0,1129.0,4.91,4.88,2.97 +15600,1.01,Very Good,F,VS2,59.2,59.0,6257.0,6.49,6.61,3.88 +17920,1.21,Ideal,H,VS2,62.4,59.0,7236.0,6.81,6.79,4.24 +18884,1.24,Ideal,H,VS1,61.6,56.0,7743.0,6.95,6.87,4.26 +48502,0.57,Ideal,E,VS1,62.9,57.0,1982.0,5.29,5.27,3.32 +29125,0.41,Ideal,F,SI1,62.2,54.0,690.0,4.78,4.8,2.98 +10361,1.08,Ideal,G,SI1,61.4,56.0,4771.0,6.62,6.6,4.06 +26795,2.0,Ideal,E,SI1,62.6,57.0,16650.0,8.08,8.01,5.04 +45454,0.5,Premium,E,VS1,62.4,59.0,1675.0,5.06,5.1,3.17 +52032,0.72,Ideal,G,SI2,60.8,57.0,2449.0,5.79,5.82,3.52 +39119,0.41,Premium,G,VS2,60.9,58.0,1061.0,4.83,4.8,2.93 +12942,1.2,Ideal,G,SI2,62.2,56.0,5385.0,6.74,6.84,4.22 +2929,0.91,Very Good,J,VS2,61.6,59.0,3290.0,6.13,6.25,3.81 +8802,1.0,Good,E,SI1,63.8,55.0,4474.0,6.34,6.31,4.03 +20167,1.5,Very Good,J,VVS2,62.9,58.0,8622.0,7.25,7.31,4.58 +47539,0.55,Ideal,F,VS2,61.6,56.0,1871.0,5.31,5.29,3.27 +25411,2.04,Ideal,J,SI1,61.7,57.0,14130.0,8.11,8.17,5.02 +7441,0.94,Premium,F,SI2,62.2,59.0,4230.0,6.27,6.23,3.89 +23344,0.3,Ideal,G,SI2,61.8,57.0,422.0,4.31,4.33,2.67 +39338,0.49,Premium,F,SI1,60.5,60.0,1072.0,5.1,5.08,3.08 +14155,1.01,Very Good,F,SI1,60.6,60.0,5743.0,6.37,6.43,3.88 +40638,0.41,Premium,E,VS1,62.0,57.0,1153.0,4.77,4.74,2.95 +21013,1.3,Ideal,G,VS2,61.9,55.0,9225.0,7.04,7.01,4.35 +11891,1.26,Premium,J,SI1,61.7,58.0,5114.0,6.91,6.99,4.29 +35571,0.35,Ideal,F,VS2,60.5,57.0,906.0,4.6,4.52,2.76 +39412,0.41,Ideal,F,VS1,61.3,55.0,1076.0,4.83,4.79,2.95 +44658,0.35,Ideal,D,SI2,62.2,56.0,522.0,4.52,4.55,2.82 +13357,0.24,Very Good,E,VS2,63.0,58.0,419.0,3.94,3.97,2.49 +33521,0.42,Ideal,G,SI2,60.7,57.0,829.0,4.87,4.84,2.95 +12667,0.91,Very Good,F,VS1,62.4,59.0,5302.0,6.15,6.16,3.84 +14199,1.01,Very Good,G,VS2,61.5,56.0,5759.0,6.41,6.47,3.96 +6869,0.91,Premium,H,VS2,61.0,59.0,4128.0,6.32,6.27,3.84 +50783,0.77,Ideal,H,SI2,60.8,57.0,2302.0,5.96,5.89,3.6 +42211,0.52,Ideal,D,SI2,62.5,56.0,1289.0,5.08,5.12,3.19 +34354,0.43,Very Good,G,VS2,62.9,56.0,863.0,4.77,4.8,3.01 +40026,0.51,Fair,D,SI2,66.5,58.0,1109.0,4.95,4.89,3.27 +33456,0.32,Ideal,G,VS1,62.3,56.0,828.0,4.39,4.37,2.73 +39129,0.41,Ideal,G,VS2,62.5,54.0,1061.0,4.78,4.75,2.98 +2394,0.32,Ideal,G,VS2,62.5,56.0,561.0,4.38,4.42,2.75 +26468,3.01,Ideal,J,SI2,61.7,58.0,16037.0,9.25,9.2,5.69 +7955,1.45,Fair,F,I1,64.8,67.0,4320.0,7.16,7.0,4.64 +4550,0.71,Premium,G,IF,62.0,58.0,3642.0,5.67,5.72,3.53 +11112,1.21,Premium,E,SI2,61.0,58.0,4933.0,6.93,6.88,4.21 +7784,1.02,Ideal,H,SI2,61.8,55.0,4284.0,6.51,6.47,4.01 +31524,0.34,Very Good,E,SI1,63.2,55.0,765.0,4.49,4.46,2.83 +36081,0.5,Good,D,SI2,63.7,60.0,925.0,5.09,5.02,3.22 +38174,0.7,Fair,I,I1,66.3,63.0,1014.0,5.58,5.43,3.66 +16617,1.21,Premium,H,SI1,60.2,58.0,6640.0,6.93,6.88,4.16 +46465,0.5,Premium,E,VS1,62.8,59.0,1775.0,5.09,5.0,3.17 +9184,1.08,Ideal,G,SI2,62.2,56.0,4544.0,6.56,6.59,4.09 +19695,0.3,Ideal,G,VS1,60.6,57.0,624.0,4.38,4.4,2.66 +725,0.34,Good,E,SI1,63.3,57.0,556.0,4.44,4.47,2.82 +31217,0.32,Ideal,D,SI1,62.6,55.0,756.0,4.39,4.36,2.74 +31564,0.31,Ideal,D,VVS2,61.6,56.0,766.0,4.34,4.38,2.69 +33593,0.37,Premium,G,VS2,60.1,59.0,833.0,4.68,4.64,2.8 +44325,0.33,Good,I,VS1,63.2,57.0,521.0,4.37,4.4,2.77 +13222,1.0,Fair,H,VS1,55.8,60.0,5460.0,6.66,6.61,3.7 +9125,0.91,Very Good,G,VS1,63.1,61.0,4536.0,6.13,6.07,3.85 +52050,0.72,Ideal,G,SI2,61.3,56.0,2451.0,5.76,5.81,3.55 +28074,0.3,Ideal,D,VS1,61.8,56.0,661.0,4.3,4.34,2.67 +13508,1.01,Premium,D,SI1,61.8,60.0,5543.0,6.37,6.35,3.93 +37629,0.4,Ideal,D,SI1,59.6,57.0,990.0,4.82,4.77,2.86 +13195,1.02,Premium,H,VS2,62.4,58.0,5454.0,6.43,6.39,4.0 +46835,0.67,Ideal,G,SI1,62.9,54.0,1809.0,5.63,5.6,3.53 +12285,1.01,Ideal,F,SI1,59.9,60.0,5215.0,6.59,6.53,3.93 +4729,0.33,Good,I,SI1,63.6,57.0,572.0,4.42,4.39,2.8 +42815,0.5,Very Good,D,SI1,63.4,56.0,1354.0,5.01,5.06,3.19 +13184,1.18,Very Good,I,VS1,62.2,57.0,5451.0,6.72,6.76,4.19 +24336,1.53,Premium,G,VS2,61.8,59.0,12602.0,7.31,7.45,4.56 +19342,1.5,Good,G,SI2,64.3,57.0,8043.0,7.2,7.29,4.66 +42931,0.32,Premium,H,VS2,60.7,58.0,505.0,4.43,4.46,2.7 +7424,0.92,Very Good,H,VS1,61.0,62.0,4228.0,6.26,6.32,3.84 +46213,0.51,Ideal,F,VS1,61.8,55.0,1751.0,5.13,5.16,3.18 +24155,1.67,Ideal,H,VS2,61.7,55.0,12327.0,7.68,7.61,4.72 +37488,0.35,Ideal,E,VS2,61.6,55.0,984.0,4.54,4.49,2.78 +21,0.3,Good,I,SI2,63.3,56.0,351.0,4.26,4.3,2.71 +47010,0.56,Ideal,E,VS2,60.9,56.0,1819.0,5.32,5.35,3.25 +9984,1.0,Very Good,F,SI1,63.1,57.0,4704.0,6.37,6.33,4.01 +34793,0.4,Good,H,VVS2,63.2,55.0,877.0,4.7,4.73,2.98 +17678,1.01,Ideal,D,VS2,59.8,56.0,7127.0,6.52,6.49,3.89 +10578,1.02,Premium,H,SI1,61.2,57.0,4819.0,6.54,6.5,3.99 +30343,0.36,Ideal,D,VS2,60.0,56.0,727.0,4.66,4.68,2.8 +49125,0.56,Ideal,D,VS2,61.4,55.0,2066.0,5.35,5.33,3.28 +22512,1.51,Premium,H,VS2,63.0,58.0,10548.0,7.34,7.27,4.6 +46232,0.5,Very Good,D,VS2,62.8,58.0,1752.0,5.03,5.07,3.17 +47011,0.56,Ideal,E,VS2,61.5,57.0,1819.0,5.27,5.3,3.25 +15191,1.29,Very Good,I,VS2,61.3,58.0,6099.0,6.98,7.04,4.3 +30590,0.31,Ideal,E,VS1,60.4,57.0,734.0,4.37,4.4,2.65 +16093,1.32,Premium,H,SI2,62.7,58.0,6431.0,7.05,6.99,4.4 +24874,1.55,Ideal,E,SI1,61.5,56.0,13291.0,7.4,7.36,4.54 +22769,1.4,Very Good,F,VS2,60.0,58.0,10790.0,7.24,7.29,4.36 +36307,0.32,Ideal,H,VVS1,61.6,56.0,936.0,4.41,4.39,2.71 +29795,0.3,Premium,D,SI1,62.3,58.0,709.0,4.32,4.28,2.68 +24069,1.51,Ideal,G,VS2,60.8,54.0,12210.0,7.45,7.43,4.52 +21301,1.51,Fair,H,VS2,65.0,64.0,9452.0,7.1,7.03,4.59 +20326,1.5,Premium,I,SI1,62.0,62.0,8736.0,7.35,7.3,4.54 +993,1.01,Ideal,I,I1,61.5,57.0,2896.0,6.46,6.45,3.97 +25960,2.03,Ideal,H,SI2,61.8,56.0,15143.0,8.1,8.15,5.02 +15939,1.54,Fair,I,SI2,65.0,56.0,6375.0,7.22,7.14,4.67 +2417,0.72,Ideal,H,VVS1,61.8,55.0,3180.0,5.74,5.78,3.56 +22698,0.35,Ideal,I,VS2,62.5,57.0,630.0,4.53,4.5,2.82 +12665,1.07,Ideal,I,VS1,62.0,57.0,5302.0,6.56,6.5,4.05 +17568,1.16,Ideal,G,VS2,62.3,57.0,7074.0,6.66,6.72,4.17 +3059,0.38,Very Good,J,VS2,60.5,60.0,566.0,4.64,4.68,2.82 +45321,0.32,Ideal,G,VS2,62.0,57.0,524.0,4.37,4.41,2.72 +30958,0.32,Ideal,I,VS2,62.5,57.0,449.0,4.35,4.39,2.73 +10176,1.0,Fair,H,VS1,64.1,60.0,4732.0,6.3,6.22,4.01 +1638,0.7,Very Good,G,VS1,60.1,60.0,3017.0,5.73,5.76,3.45 +50325,0.65,Very Good,F,VS2,64.0,55.3,2241.0,5.5,5.57,3.54 +22068,1.56,Premium,E,SI2,62.4,60.0,10090.0,7.41,7.36,4.61 +25004,1.51,Ideal,G,VS2,62.1,55.0,13532.0,7.33,7.38,4.57 +21159,1.53,Ideal,I,SI1,62.3,56.0,9315.0,7.37,7.4,4.6 +36890,0.5,Good,J,SI1,59.6,60.0,959.0,5.15,5.18,3.08 +12389,0.28,Ideal,F,VS1,60.2,56.0,598.0,4.3,4.31,2.59 +33889,0.3,Ideal,E,VS2,62.3,57.0,844.0,4.32,4.29,2.68 +25243,1.5,Good,F,VS2,63.6,55.0,13853.0,7.27,7.22,4.61 +945,0.79,Ideal,I,VS1,61.7,59.0,2888.0,5.93,5.96,3.67 +3829,0.73,Good,E,VS1,60.8,61.0,3471.0,5.77,5.8,3.52 +47616,0.71,Good,J,VS1,63.3,55.0,1881.0,5.62,5.66,3.57 +10929,0.91,Premium,F,VS2,62.2,58.0,4892.0,6.21,6.17,3.85 +48863,0.7,Very Good,H,SI2,59.9,57.0,2034.0,5.74,5.77,3.45 +20027,0.32,Premium,F,SI2,59.7,59.0,421.0,4.43,4.48,2.66 +7664,1.06,Ideal,I,SI2,61.8,57.0,4270.0,6.57,6.6,4.07 +6065,1.01,Very Good,G,SI2,62.1,61.0,3966.0,6.27,6.38,3.93 +37731,0.53,Very Good,J,VS2,62.7,56.0,996.0,5.15,5.18,3.24 +24032,0.4,Ideal,J,VS1,62.1,53.0,633.0,4.75,4.78,2.96 +6580,0.9,Good,D,SI2,64.0,59.0,4078.0,6.04,6.09,3.88 +47651,0.23,Ideal,E,VVS2,62.5,57.0,530.0,3.92,3.99,2.47 +14091,1.35,Premium,I,SI2,59.8,59.0,5715.0,7.26,7.2,4.32 +22252,2.14,Premium,J,SI2,58.4,58.0,10306.0,8.52,8.5,4.97 +41981,0.51,Ideal,D,SI2,61.9,56.0,1264.0,5.1,5.15,3.17 +38804,0.31,Ideal,G,VVS1,62.5,54.0,1046.0,4.37,4.33,2.72 +44266,0.52,Ideal,G,VS1,61.3,56.0,1576.0,5.17,5.2,3.18 +51555,0.51,Premium,D,VVS2,60.8,60.0,2387.0,5.23,5.14,3.15 +40398,0.34,Ideal,D,VVS1,61.7,56.0,1133.0,4.46,4.48,2.76 +21325,1.51,Premium,I,VS2,60.9,60.0,9471.0,7.46,7.33,4.5 +50890,0.59,Very Good,H,IF,61.7,56.0,2317.0,5.42,5.48,3.36 +10579,1.23,Ideal,F,SI2,62.1,57.0,4819.0,6.83,6.8,4.23 +34245,0.4,Premium,D,SI2,61.6,59.0,855.0,4.74,4.68,2.9 +38550,0.6,Fair,E,SI2,66.5,56.0,1033.0,5.31,5.21,3.5 +26431,2.0,Good,E,SI2,60.1,54.0,15962.0,8.01,8.15,4.86 +36354,0.5,Very Good,E,I1,58.6,63.0,938.0,5.23,5.15,3.04 +45000,0.31,Very Good,G,SI2,63.3,54.0,523.0,4.34,4.29,2.73 +32603,0.31,Ideal,F,VS2,62.1,57.0,802.0,4.36,4.34,2.7 +25944,2.05,Premium,J,VS1,62.5,60.0,15109.0,8.14,8.09,5.07 +21482,1.5,Premium,H,SI1,59.2,62.0,9576.0,7.55,7.49,4.45 +35115,0.3,Ideal,F,IF,62.4,58.0,886.0,4.25,4.28,2.66 +2669,0.72,Very Good,F,VS2,61.6,58.0,3238.0,5.75,5.78,3.55 +11871,1.26,Premium,J,VS2,62.5,58.0,5107.0,6.92,6.9,4.32 +29732,0.31,Premium,H,VVS1,60.6,59.0,707.0,4.36,4.38,2.65 +29771,0.3,Ideal,I,VVS1,62.4,56.0,709.0,4.32,4.3,2.69 +11349,1.01,Ideal,H,SI1,62.6,54.0,4989.0,6.38,6.34,3.98 +36830,0.33,Ideal,F,IF,61.2,56.0,957.0,4.48,4.5,2.75 +26027,0.32,Ideal,G,VS1,61.2,57.0,645.0,4.4,4.43,2.7 +23206,2.01,Fair,J,SI1,64.4,61.0,11212.0,7.74,7.78,5.0 +9596,1.04,Ideal,F,SI2,62.6,57.0,4630.0,6.48,6.45,4.05 +30554,0.31,Ideal,D,VS2,61.3,57.0,734.0,4.37,4.4,2.69 +49500,0.55,Ideal,F,VS1,60.5,57.0,2119.0,5.3,5.34,3.22 +4446,0.92,Very Good,G,SI2,59.4,62.0,3618.0,6.34,6.36,3.77 +45048,0.5,Ideal,I,VVS2,60.5,57.0,1640.0,5.14,5.17,3.12 +15057,0.3,Ideal,G,VS1,61.4,57.0,605.0,4.29,4.34,2.65 +320,0.71,Premium,F,VS2,62.1,58.0,2801.0,5.7,5.67,3.53 +12103,1.13,Ideal,I,VS2,62.2,55.0,5165.0,6.69,6.67,4.15 +42707,0.52,Ideal,G,SI1,62.6,56.0,1338.0,5.16,5.13,3.22 +18887,1.0,Ideal,G,VVS2,60.8,57.0,7744.0,6.45,6.47,3.93 +7303,1.2,Premium,D,SI2,60.2,60.0,4203.0,6.94,6.81,4.14 +52328,0.73,Premium,I,VVS2,60.6,58.0,2496.0,5.78,5.84,3.52 +21007,1.51,Ideal,H,SI1,62.3,56.0,9218.0,7.29,7.34,4.56 +51300,0.7,Good,F,VS2,62.9,58.0,2362.0,5.61,5.65,3.54 +28760,0.31,Very Good,E,VS2,61.7,58.0,680.0,4.31,4.34,2.67 +4383,0.31,Ideal,D,SI1,62.3,55.0,571.0,4.33,4.37,2.71 +10551,1.24,Ideal,I,SI2,60.7,57.0,4812.0,6.98,6.92,4.22 +41295,0.34,Ideal,D,VVS1,61.7,56.0,1211.0,4.48,4.46,2.76 +41631,0.32,Premium,H,SI2,60.4,59.0,504.0,4.42,4.39,2.66 +40966,0.49,Premium,F,SI1,58.7,60.0,1179.0,5.2,5.15,3.04 +27657,1.49,Ideal,F,VVS2,61.1,58.0,18614.0,7.36,7.38,4.5 +40656,0.5,Very Good,E,SI2,61.4,58.0,1154.0,5.09,5.11,3.13 +44736,0.52,Ideal,E,VS2,62.1,57.0,1617.0,5.22,5.19,3.23 +6918,0.9,Premium,G,VS2,62.8,58.0,4137.0,6.14,6.09,3.84 +25399,1.52,Premium,G,VVS2,62.1,58.0,14105.0,7.4,7.31,4.57 +10162,0.9,Very Good,D,VS2,58.8,61.0,4729.0,6.27,6.32,3.7 +50623,0.26,Very Good,F,SI1,61.4,56.0,401.0,4.13,4.16,2.54 +30116,0.32,Premium,G,VS2,61.5,60.0,720.0,4.42,4.4,2.71 +16770,0.9,Ideal,G,VVS1,61.5,56.0,6680.0,6.22,6.24,3.83 +8989,1.2,Ideal,J,SI2,59.1,62.0,4509.0,6.97,6.94,4.11 +42513,0.54,Good,E,SI1,57.2,59.0,1323.0,5.37,5.32,3.06 +14048,0.36,Premium,E,SI2,62.4,58.0,605.0,4.56,4.54,2.84 +46124,0.51,Very Good,H,VVS1,63.2,57.0,1744.0,5.06,5.1,3.21 +36465,0.31,Ideal,D,VS2,62.5,56.0,942.0,4.32,4.29,2.69 +764,0.71,Premium,E,VS2,61.5,60.0,2858.0,5.76,5.68,3.52 +4814,0.71,Ideal,F,VS1,61.1,56.0,3701.0,5.76,5.8,3.53 +23453,1.5,Very Good,D,SI1,60.7,62.0,11442.0,7.3,7.33,4.44 +572,0.7,Ideal,D,VS2,61.0,57.0,2833.0,5.74,5.76,3.51 +26561,2.26,Premium,I,SI2,62.0,58.0,16241.0,8.4,8.37,5.2 +29087,0.34,Premium,H,VS2,61.9,56.0,689.0,4.49,4.46,2.77 +29856,0.3,Ideal,D,VS2,62.3,54.0,710.0,4.29,4.34,2.69 +13212,1.01,Ideal,H,SI1,62.7,56.0,5457.0,6.37,6.42,4.01 +1130,0.73,Ideal,H,VS1,61.9,55.0,2919.0,5.79,5.76,3.58 +25187,1.51,Premium,F,VS2,62.0,62.0,13771.0,7.35,7.23,4.52 +2413,0.74,Very Good,E,VS2,61.8,58.0,3180.0,5.79,5.82,3.59 +25279,2.26,Very Good,H,SI2,63.3,59.0,13923.0,8.35,8.26,5.25 +36481,0.43,Very Good,G,VS1,60.9,57.0,943.0,4.88,4.91,2.98 +45231,0.58,Ideal,F,VS2,61.5,57.0,1657.0,5.34,5.39,3.3 +31200,0.32,Premium,I,VVS1,63.0,58.0,756.0,4.38,4.32,2.74 +48865,0.7,Very Good,H,SI2,62.8,59.0,2034.0,5.62,5.65,3.54 +2774,0.7,Ideal,G,VS2,61.6,57.0,3253.0,5.7,5.73,3.53 +26968,2.07,Ideal,I,VS2,60.3,59.0,17045.0,8.23,8.28,4.98 +18112,1.03,Premium,F,VS1,61.8,59.0,7328.0,6.46,6.48,4.0 +6685,1.03,Good,F,SI2,61.7,63.0,4101.0,6.46,6.51,4.0 +52110,0.7,Good,D,SI2,59.3,60.0,2461.0,5.74,5.8,3.42 +52997,0.73,Ideal,I,VS1,61.1,56.0,2596.0,5.79,5.83,3.55 +40397,0.5,Very Good,H,SI1,60.9,61.0,1133.0,5.06,5.15,3.11 +10500,1.12,Premium,G,SI2,60.8,55.0,4798.0,6.84,6.69,4.11 +45826,0.55,Premium,I,VVS1,61.3,59.0,1712.0,5.3,5.27,3.24 +931,0.73,Premium,F,VS2,58.7,57.0,2882.0,5.97,5.92,3.49 +23219,2.26,Premium,H,SI2,61.9,58.0,11226.0,8.37,8.33,5.17 +29077,0.41,Ideal,G,SI1,61.7,54.0,688.0,4.78,4.81,2.96 +25928,1.98,Very Good,I,VS2,62.7,60.0,15083.0,7.9,7.96,4.98 +9752,0.94,Very Good,E,SI1,62.4,56.0,4661.0,6.24,6.27,3.9 +51463,1.2,Fair,I,I1,66.7,57.0,2376.0,6.57,6.05,4.37 +45490,0.53,Very Good,E,VS2,63.5,59.0,1678.0,5.17,5.13,3.27 +38781,0.31,Ideal,H,IF,60.0,57.0,1046.0,4.41,4.39,2.64 +36000,0.42,Ideal,G,VS1,61.8,56.0,921.0,4.8,4.84,2.98 +818,0.72,Ideal,F,VS2,59.5,57.0,2863.0,5.91,5.86,3.5 +38688,0.37,Ideal,E,VS2,61.6,57.0,1041.0,4.65,4.61,2.85 +51536,0.81,Ideal,I,SI2,61.7,59.0,2386.0,5.92,6.0,3.68 +47941,0.38,Ideal,D,VVS1,60.3,56.0,1915.0,4.74,4.72,2.85 +15207,1.01,Premium,G,VS2,58.5,61.0,6108.0,6.57,6.52,3.83 +52670,0.8,Ideal,G,VS2,60.1,57.0,2550.0,6.05,6.02,3.63 +45124,0.77,Fair,D,SI2,65.1,63.0,1651.0,5.71,5.65,3.7 +30555,0.31,Ideal,D,VS2,62.3,55.0,734.0,4.33,4.37,2.71 +40407,0.31,Ideal,E,IF,61.9,56.0,1133.0,4.37,4.35,2.7 +48376,0.7,Very Good,E,SI2,60.2,64.0,1964.0,5.67,5.7,3.42 +53433,0.74,Premium,F,SI1,61.4,59.0,2671.0,5.82,5.81,3.57 +8759,0.9,Very Good,D,SI1,62.8,59.0,4466.0,6.12,6.18,3.86 +2622,0.74,Ideal,F,VS1,62.3,56.0,3226.0,5.76,5.79,3.6 +17164,1.02,Premium,E,VS2,58.4,57.0,6854.0,6.64,6.59,3.86 +41412,0.47,Very Good,F,VS2,59.6,58.1,1226.0,5.07,5.11,3.03 +31533,0.34,Ideal,E,SI1,62.0,57.0,765.0,4.48,4.46,2.77 +21851,1.3,Premium,F,VS2,60.4,59.0,9909.0,7.06,7.12,4.28 +45281,0.56,Ideal,G,VS2,60.8,55.0,1662.0,5.33,5.37,3.25 +28253,0.33,Premium,F,VS2,62.1,59.0,666.0,4.39,4.44,2.74 +19283,1.02,Good,G,VVS1,63.6,58.0,8005.0,6.4,6.37,4.06 +35693,0.3,Ideal,E,VS1,61.5,56.0,911.0,4.37,4.31,2.67 +42805,0.53,Good,D,SI2,54.3,65.0,1352.0,5.46,5.51,2.98 +41003,0.39,Ideal,E,VVS1,62.1,54.0,1183.0,4.67,4.7,2.91 +38287,0.28,Very Good,F,VS1,61.0,59.0,487.0,4.18,4.24,2.57 +2744,0.65,Ideal,G,VVS1,61.9,56.0,3248.0,5.56,5.59,3.45 +2662,0.7,Very Good,E,VS1,61.9,61.0,3235.0,5.59,5.65,3.48 +37873,0.41,Ideal,E,VS1,61.6,54.0,1004.0,4.77,4.8,2.95 +46510,0.57,Ideal,I,IF,61.0,55.0,1779.0,5.38,5.41,3.29 +46408,0.52,Very Good,E,VS1,59.6,58.0,1767.0,5.21,5.26,3.12 +20272,1.2,Premium,D,VS2,61.6,60.0,8693.0,6.78,6.72,4.16 +44444,0.52,Very Good,F,VS2,61.1,56.0,1591.0,5.21,5.24,3.19 +12713,0.26,Ideal,E,VVS2,61.5,56.0,599.0,4.08,4.11,2.52 +8069,0.31,Good,F,VS2,63.5,55.0,583.0,4.31,4.32,2.74 +18975,1.59,Premium,J,VS2,62.6,59.0,7811.0,7.43,7.45,4.66 +42302,0.44,Ideal,D,VS1,61.1,56.0,1294.0,4.95,4.91,3.01 +1640,1.12,Premium,G,I1,60.3,60.0,3017.0,6.75,6.69,4.05 +33879,0.3,Ideal,E,VS2,62.1,55.0,844.0,4.33,4.3,2.68 +527,0.91,Fair,H,SI2,61.3,67.0,2825.0,6.24,6.19,3.81 +255,0.77,Premium,H,VS1,61.3,60.0,2789.0,5.9,5.88,3.61 +8918,0.8,Very Good,E,VS1,62.4,54.0,4495.0,5.98,5.94,3.72 +46114,0.53,Ideal,E,VS2,60.7,57.0,1743.0,5.27,5.3,3.2 +23420,1.33,Ideal,D,VS2,62.8,56.0,11409.0,7.08,7.03,4.43 +39164,0.35,Ideal,D,VS2,61.3,56.0,1063.0,4.56,4.54,2.79 +12775,1.12,Premium,D,SI2,61.2,60.0,5329.0,6.67,6.63,4.07 +40390,0.53,Good,H,SI1,63.9,55.0,1132.0,5.14,5.19,3.3 +14552,1.0,Premium,D,SI1,61.3,61.0,5880.0,6.52,6.39,3.96 +51173,0.73,Premium,F,SI1,59.3,61.0,2346.0,5.85,5.82,3.46 +19520,1.52,Very Good,G,SI2,60.9,57.0,8151.0,7.44,7.5,4.55 +40275,0.31,Ideal,G,SI1,61.6,57.0,493.0,4.32,4.35,2.67 +35852,0.33,Ideal,E,VVS1,61.9,54.0,917.0,4.43,4.45,2.75 +18632,1.01,Ideal,D,VS2,60.6,57.0,7602.0,6.54,6.46,3.94 +46023,0.57,Ideal,E,VS2,61.6,56.0,1728.0,5.34,5.38,3.3 +38921,0.33,Ideal,G,IF,61.3,57.0,1052.0,4.46,4.42,2.72 +31154,0.41,Premium,E,SI1,61.0,59.0,755.0,4.78,4.82,2.93 +35048,0.42,Very Good,F,VS2,61.7,59.0,884.0,4.75,4.82,2.95 +53719,0.72,Premium,G,VVS2,61.6,58.0,2720.0,5.78,5.81,3.57 +47457,0.53,Ideal,D,VS2,61.4,55.0,1857.0,5.21,5.25,3.21 +46163,0.5,Premium,E,VS2,61.4,59.0,1746.0,5.13,5.09,3.14 +1599,1.2,Fair,I,I1,62.2,66.0,3011.0,6.77,6.7,4.2 +1817,0.76,Ideal,E,SI1,62.4,54.0,3056.0,5.84,5.86,3.65 +28520,0.34,Very Good,H,VVS2,63.1,57.0,674.0,4.41,4.49,2.81 +51540,0.71,Premium,G,SI1,61.7,58.0,2386.0,5.74,5.71,3.53 +27980,0.3,Ideal,E,VS2,61.8,56.0,658.0,4.31,4.33,2.67 +35054,0.31,Ideal,F,VVS1,61.0,57.0,884.0,4.38,4.39,2.67 +30693,0.4,Very Good,I,VS1,62.9,59.0,737.0,4.68,4.73,2.96 +42028,0.38,Ideal,E,VVS1,62.4,56.0,1267.0,4.64,4.67,2.9 +20357,1.51,Ideal,I,SI1,61.2,58.0,8752.0,7.35,7.4,4.51 +8151,1.1,Very Good,I,SI1,62.7,58.0,4356.0,6.54,6.58,4.11 +10606,1.17,Good,H,SI2,63.8,58.0,4826.0,6.57,6.73,4.24 +48862,0.7,Good,I,SI1,63.6,61.0,2034.0,5.59,5.63,3.57 +27946,0.25,Ideal,H,VS1,61.7,57.0,431.0,4.04,4.07,2.5 +6571,1.0,Ideal,E,SI2,60.7,55.0,4077.0,6.39,6.33,3.86 +35283,0.3,Premium,H,SI2,60.9,59.0,473.0,4.35,4.32,2.64 +49103,0.55,Ideal,G,VVS2,60.8,56.9,2064.0,5.27,5.31,3.22 +17270,1.51,Very Good,I,SI2,63.2,58.0,6914.0,7.31,7.27,4.61 +31074,0.33,Premium,G,VVS2,59.5,60.0,752.0,4.52,4.55,2.7 +49534,0.78,Very Good,H,SI2,62.9,55.0,2125.0,5.83,5.87,3.68 +37782,0.38,Very Good,E,VS1,61.5,58.0,1000.0,4.64,4.69,2.87 +18400,1.26,Very Good,H,SI1,62.5,56.0,7477.0,6.88,6.93,4.31 +51413,0.8,Premium,F,SI2,58.5,62.0,2371.0,6.08,6.05,3.55 +21558,1.54,Premium,I,VS2,59.8,59.0,9659.0,7.61,7.53,4.53 +32924,0.37,Ideal,H,VVS1,62.3,56.0,810.0,4.56,4.59,2.85 +47476,0.7,Good,E,SI2,62.2,63.0,1860.0,5.65,5.6,3.5 +23933,1.28,Ideal,F,VS1,61.5,55.0,12061.0,6.98,7.01,4.3 +6103,0.9,Good,G,VS2,63.2,58.0,3976.0,6.09,6.16,3.87 +23549,1.51,Very Good,F,SI1,60.7,60.0,11560.0,7.39,7.43,4.5 +6148,0.96,Premium,D,SI2,60.0,60.0,3989.0,6.47,6.43,3.87 +17596,1.4,Ideal,H,SI2,61.2,56.0,7084.0,7.18,7.23,4.41 +1467,0.91,Ideal,I,SI2,61.6,57.0,2981.0,6.24,6.23,3.84 +2232,0.72,Ideal,E,VS2,60.6,57.0,3145.0,5.85,5.83,3.54 +52211,0.7,Very Good,E,SI1,59.4,63.0,2481.0,5.79,5.73,3.42 +48085,0.53,Ideal,G,VVS2,60.6,56.0,1932.0,5.25,5.28,3.19 +6831,0.9,Good,D,SI1,63.8,58.0,4120.0,6.13,6.09,3.9 +34052,0.42,Ideal,J,VS1,60.9,57.0,851.0,4.86,4.83,2.95 +53895,0.71,Ideal,G,SI1,60.5,56.4,2751.0,5.76,5.8,3.5 +10705,1.03,Very Good,I,SI1,63.0,55.0,4848.0,6.37,6.42,4.03 +27953,0.27,Ideal,I,VS1,61.6,56.0,432.0,4.15,4.19,2.57 +40091,0.33,Ideal,G,VVS1,61.7,54.0,1114.0,4.48,4.47,2.76 +22939,1.55,Premium,G,SI1,60.1,58.0,10980.0,7.49,7.44,4.52 +33534,0.35,Ideal,D,VS2,60.7,56.0,829.0,4.56,4.6,2.78 +25820,2.09,Ideal,I,SI2,63.0,57.0,14838.0,8.13,8.09,5.11 +12306,1.09,Ideal,H,SI1,61.1,57.0,5219.0,6.69,6.6,4.1 +51226,0.7,Fair,G,SI1,61.7,66.0,2352.0,5.7,5.58,3.48 +20993,1.73,Premium,I,SI2,62.0,60.0,9207.0,7.67,7.63,4.74 +5158,1.02,Premium,H,SI2,59.2,59.0,3769.0,6.57,6.54,3.88 +21952,1.51,Premium,G,SI1,58.7,60.0,10020.0,7.55,7.48,4.41 +11823,1.12,Good,H,SI1,59.8,61.0,5094.0,6.72,6.85,4.06 +52844,0.7,Ideal,D,SI2,60.6,56.6,2575.0,5.75,5.77,3.49 +50604,0.72,Very Good,D,SI1,62.9,58.0,2285.0,5.7,5.72,3.59 +10173,1.0,Very Good,H,VS1,63.3,53.0,4732.0,6.37,6.29,4.01 +5530,0.91,Very Good,H,VS2,63.1,59.0,3853.0,6.16,6.13,3.88 +34935,0.28,Good,J,VVS2,58.4,60.0,375.0,4.27,4.33,2.51 +44742,0.62,Ideal,H,SI1,61.4,56.0,1618.0,5.51,5.49,3.38 +10367,1.01,Ideal,H,SI1,62.2,58.0,4773.0,6.37,6.43,3.98 +16259,1.12,Premium,G,VS2,61.7,56.0,6503.0,6.72,6.61,4.11 +41560,0.54,Premium,F,SI1,61.8,60.0,1237.0,5.2,5.22,3.22 +9226,1.19,Premium,I,SI2,61.6,56.0,4558.0,6.87,6.83,4.22 +6184,0.91,Very Good,I,VS2,61.5,58.0,3994.0,6.2,6.23,3.82 +16897,1.13,Premium,G,VS2,62.5,58.0,6743.0,6.69,6.59,4.15 +4489,1.01,Good,G,SI2,63.6,58.0,3626.0,6.31,6.37,4.03 +14490,1.33,Ideal,J,VS1,61.3,57.0,5852.0,7.08,7.11,4.35 +51224,0.71,Fair,D,SI1,65.1,59.0,2352.0,5.59,5.56,3.63 +37941,0.24,Ideal,E,SI1,62.5,56.0,486.0,4.01,3.99,2.5 +45977,0.3,Very Good,H,VS1,60.1,61.0,526.0,4.3,4.32,2.59 +48914,0.58,Ideal,E,VS1,62.2,55.0,2041.0,5.38,5.42,3.36 +38073,0.3,Ideal,E,VVS2,60.2,57.0,1013.0,4.4,4.37,2.64 +41235,0.33,Ideal,E,VVS1,61.6,56.0,1207.0,4.44,4.46,2.74 +36990,0.41,Ideal,E,VS1,62.2,55.0,964.0,4.76,4.79,2.97 +23836,1.51,Ideal,G,SI1,61.6,57.0,11917.0,7.34,7.31,4.52 +7952,1.01,Premium,H,SI1,62.7,59.0,4320.0,6.33,6.27,3.95 +50916,0.6,Ideal,F,VVS2,61.8,57.0,2318.0,5.42,5.36,3.33 +29067,0.4,Good,F,SI1,63.1,58.0,687.0,4.66,4.69,2.95 +37442,0.33,Ideal,G,IF,61.9,54.0,984.0,4.42,4.46,2.75 +14831,1.55,Very Good,E,I1,61.6,58.0,5974.0,7.42,7.52,4.6 +907,0.7,Good,F,VS1,59.1,62.0,2877.0,5.82,5.86,3.44 +28083,0.31,Ideal,D,VS2,62.4,57.0,662.0,4.34,4.31,2.7 +6142,0.9,Premium,H,VS2,62.1,58.0,3989.0,6.16,6.2,3.84 +19068,1.51,Very Good,E,SI2,61.9,57.0,7848.0,7.35,7.41,4.57 +18322,1.54,Very Good,J,SI1,61.2,59.0,7453.0,7.41,7.45,4.55 +15896,1.22,Premium,H,VS2,60.9,58.0,6354.0,6.89,6.86,4.19 +38898,0.42,Ideal,H,VVS1,61.4,55.0,1052.0,4.81,4.83,2.96 +23603,1.56,Ideal,G,SI1,61.2,56.0,11628.0,7.51,7.49,4.59 +48050,0.72,Ideal,J,SI2,61.7,55.0,1926.0,5.77,5.81,3.57 +5612,0.89,Ideal,E,SI2,61.8,56.0,3872.0,6.15,6.19,3.81 +53019,0.71,Very Good,G,VS2,62.1,62.0,2599.0,5.65,5.71,3.53 +19060,1.0,Premium,G,VVS2,62.8,59.0,7840.0,6.43,6.38,4.02 +46162,0.5,Premium,E,VS2,61.1,61.0,1746.0,5.13,5.11,3.13 +7406,0.33,Good,E,SI1,63.3,56.0,579.0,4.41,4.43,2.8 +50274,0.7,Very Good,E,SI1,62.6,58.0,2239.0,5.66,5.68,3.55 +40803,0.51,Ideal,F,SI2,60.5,55.0,1169.0,5.17,5.21,3.14 +12893,1.01,Very Good,E,SI1,61.5,60.0,5372.0,6.39,6.42,3.94 +32066,0.33,Ideal,D,SI1,62.8,56.0,780.0,4.43,4.39,2.77 +12960,1.16,Ideal,H,SI2,60.9,59.0,5388.0,6.72,6.78,4.11 +496,0.71,Premium,D,SI1,62.7,60.0,2822.0,5.71,5.67,3.57 +7819,1.0,Fair,G,SI1,64.4,57.0,4295.0,6.32,6.28,4.06 +17472,1.01,Ideal,E,VS2,61.9,57.0,7013.0,6.43,6.37,3.96 +1683,0.77,Fair,F,VS1,66.8,57.0,3031.0,5.66,5.76,3.82 +14164,1.2,Premium,H,SI1,62.1,55.0,5746.0,6.79,6.74,4.2 +16960,1.12,Premium,G,VS2,60.7,53.0,6774.0,6.81,6.7,4.1 +33299,0.31,Good,G,SI1,63.6,57.0,462.0,4.29,4.33,2.74 +9327,1.0,Premium,E,SI2,62.7,58.0,4579.0,6.41,6.34,4.0 +13224,1.5,Premium,G,SI2,61.7,55.0,5460.0,7.39,7.32,4.54 +29676,0.28,Very Good,F,VVS1,61.5,56.0,707.0,4.24,4.27,2.61 +19733,1.24,Ideal,H,VS1,62.1,56.0,8299.0,6.85,6.88,4.26 +553,0.53,Ideal,F,VVS1,60.9,57.0,2830.0,5.23,5.29,3.19 +6683,0.9,Ideal,H,SI2,61.8,56.0,4101.0,6.17,6.2,3.82 +34436,0.3,Ideal,G,IF,62.1,57.0,863.0,4.27,4.29,2.66 +36726,0.32,Ideal,E,VVS1,60.9,57.0,954.0,4.42,4.45,2.7 +25116,1.78,Very Good,F,SI1,60.6,57.0,13659.0,7.89,7.94,4.8 +32523,0.35,Very Good,G,VVS2,62.4,56.0,798.0,4.47,4.53,2.81 +1963,0.73,Ideal,G,SI1,61.4,57.0,3089.0,5.74,5.79,3.54 +50617,0.25,Good,D,VS1,57.6,60.0,399.0,4.15,4.18,2.4 +42038,0.51,Ideal,I,VS2,60.5,58.0,1268.0,5.15,5.2,3.13 +38972,0.4,Very Good,E,VS1,62.8,59.0,1053.0,4.63,4.67,2.92 +13530,1.1,Premium,H,SI1,59.6,58.0,5544.0,6.79,6.74,4.03 +12965,1.0,Premium,D,SI1,61.5,60.0,5390.0,6.34,6.38,3.91 +41489,0.52,Ideal,E,SI2,60.9,56.0,1232.0,5.2,5.23,3.17 +2736,0.7,Ideal,G,VVS1,62.6,57.0,3247.0,5.65,5.7,3.55 +5719,0.25,Very Good,E,VVS2,62.1,58.0,575.0,4.03,4.06,2.51 +38051,0.31,Premium,E,VVS1,62.0,59.0,1012.0,4.34,4.3,2.68 +12860,1.05,Ideal,G,SI1,61.9,56.0,5361.0,6.51,6.55,4.04 +21829,1.52,Good,H,SI1,63.6,57.0,9898.0,7.25,7.3,4.63 +52624,0.31,Very Good,I,VVS2,62.5,55.0,551.0,4.33,4.36,2.71 +33713,0.44,Ideal,D,SI1,61.6,56.0,838.0,4.9,4.93,3.03 +1220,0.75,Ideal,G,VS2,60.6,55.0,2939.0,5.93,5.91,3.59 +39795,0.32,Premium,E,IF,61.6,58.0,1095.0,4.38,4.39,2.7 +27416,5.01,Fair,J,I1,65.5,59.0,18018.0,10.74,10.54,6.98 +15725,1.04,Premium,G,VS2,62.6,56.0,6290.0,6.44,6.41,4.02 +43186,0.54,Very Good,G,SI1,63.8,57.0,1392.0,5.16,5.19,3.3 +50173,0.5,Very Good,F,IF,59.7,60.0,2219.0,5.18,5.24,3.11 +24732,2.11,Premium,G,SI2,61.4,62.0,13069.0,8.25,8.21,5.05 +29678,0.3,Very Good,D,VS1,63.2,59.0,707.0,4.26,4.29,2.7 +32209,0.35,Ideal,F,VS1,62.4,57.0,788.0,4.49,4.52,2.81 +16224,1.05,Ideal,G,VS2,61.9,56.0,6486.0,6.52,6.56,4.05 +20804,1.5,Very Good,H,SI1,61.4,57.0,9035.0,7.27,7.33,4.48 +23710,0.37,Ideal,I,VVS2,61.9,54.0,632.0,4.62,4.66,2.87 +27734,1.51,Very Good,F,VVS1,62.6,59.0,18777.0,7.33,7.24,4.56 +42757,0.52,Premium,D,SI1,59.7,60.0,1344.0,5.26,5.19,3.12 +27491,2.05,Ideal,G,SI2,61.6,56.0,18181.0,8.16,8.11,5.01 +452,0.71,Premium,E,SI1,61.3,56.0,2817.0,5.78,5.73,3.53 +24066,2.01,Ideal,J,SI1,62.7,56.0,12209.0,8.08,8.03,5.05 +40463,0.32,Ideal,D,VVS1,61.8,56.0,1140.0,4.41,4.39,2.72 +26512,2.15,Ideal,H,SI2,60.3,59.0,16146.0,8.34,8.41,5.05 +44451,0.5,Ideal,E,VS1,62.7,57.0,1591.0,5.01,5.03,3.15 +1876,0.7,Ideal,G,VVS1,61.6,55.0,3073.0,5.72,5.75,3.53 +52705,0.74,Premium,H,VS2,60.2,58.0,2553.0,5.92,5.88,3.55 +6468,0.9,Very Good,E,SI1,61.8,60.0,4054.0,6.14,6.2,3.81 +2961,1.07,Very Good,H,SI2,61.8,63.0,3296.0,6.57,6.47,4.03 +51442,0.7,Ideal,H,SI1,61.7,57.0,2375.0,5.7,5.68,3.51 +20007,1.2,Ideal,G,VS1,62.0,57.0,8545.0,6.78,6.81,4.21 +13777,1.18,Premium,I,SI1,61.8,58.0,5617.0,6.78,6.74,4.18 +4586,0.8,Very Good,F,VS2,62.3,57.0,3653.0,5.91,5.94,3.69 +25163,1.5,Premium,G,VS1,62.7,58.0,13736.0,7.32,7.2,4.55 +47800,0.51,Ideal,H,IF,60.3,58.0,1899.0,5.15,5.17,3.11 +29918,0.33,Ideal,G,VVS2,61.5,55.0,713.0,4.47,4.51,2.76 +36362,0.32,Good,F,VVS1,63.8,54.0,939.0,4.38,4.31,2.77 +35133,0.41,Very Good,G,VVS2,59.1,60.0,889.0,4.84,4.87,2.87 +46484,0.56,Very Good,D,SI1,63.1,57.0,1777.0,5.22,5.19,3.29 +31964,0.26,Very Good,E,VS2,62.1,56.0,452.0,4.11,4.13,2.56 +28345,0.33,Premium,G,VS1,59.2,59.0,666.0,4.51,4.54,2.68 +32779,0.34,Premium,D,SI1,62.0,56.0,803.0,4.47,4.43,2.76 +49378,0.5,Ideal,E,VS2,60.5,56.0,2100.0,5.18,5.16,3.13 +20216,1.17,Ideal,F,VS1,62.2,56.0,8648.0,6.74,6.77,4.2 +35666,0.31,Ideal,H,VVS1,61.8,57.0,907.0,4.35,4.32,2.68 +32875,0.41,Ideal,G,SI2,60.9,56.0,810.0,4.84,4.81,2.94 +28025,0.3,Ideal,E,VS2,62.6,56.0,658.0,4.29,4.33,2.7 +43012,0.42,Ideal,E,VVS1,59.7,56.0,1369.0,4.91,4.88,2.92 +34758,0.41,Premium,H,SI1,62.9,58.0,876.0,4.73,4.72,2.97 +18261,1.21,Very Good,G,VS2,63.1,60.0,7416.0,6.72,6.66,4.22 +7777,1.02,Very Good,H,SI2,63.1,59.0,4284.0,6.43,6.37,4.04 +17219,1.31,Very Good,I,VS1,62.3,58.0,6885.0,6.99,7.03,4.37 +27634,2.4,Good,I,SI1,56.9,62.0,18541.0,8.87,8.81,5.03 +44083,0.6,Very Good,F,SI1,62.4,56.0,1554.0,5.37,5.4,3.36 +32025,0.31,Ideal,G,VVS1,62.3,53.0,778.0,4.37,4.42,2.74 +13714,0.3,Ideal,E,VS2,62.3,56.0,603.0,4.27,4.3,2.67 +47306,0.31,Ideal,J,VS2,62.3,54.0,396.0,4.35,4.38,2.72 +9353,1.01,Ideal,I,SI1,62.4,56.0,4584.0,6.36,6.4,3.98 +50192,0.68,Premium,E,SI1,62.0,59.0,2224.0,5.67,5.65,3.51 +36123,0.36,Ideal,D,VS2,61.1,57.0,928.0,4.6,4.63,2.82 +29293,0.31,Ideal,I,SI1,61.3,56.0,436.0,4.37,4.4,2.69 +33503,0.32,Very Good,F,VS2,63.2,58.0,828.0,4.35,4.32,2.74 +46914,0.54,Ideal,F,VS1,60.9,56.0,1814.0,5.31,5.27,3.22 +50711,0.77,Fair,I,VVS2,59.2,66.0,2292.0,5.96,5.9,3.51 +50474,0.55,Good,F,IF,60.8,60.0,2266.0,5.26,5.36,3.23 +15748,1.03,Ideal,D,SI1,62.2,56.0,6299.0,6.48,6.45,4.02 +6798,1.01,Good,H,SI1,64.0,58.0,4116.0,6.31,6.37,4.06 +51041,0.82,Premium,E,SI2,60.0,56.0,2329.0,6.11,6.08,3.66 +32934,0.41,Ideal,G,VS2,61.7,54.0,811.0,4.78,4.81,2.96 +927,0.7,Very Good,H,IF,62.8,56.0,2882.0,5.62,5.65,3.54 +47700,0.59,Premium,E,VS2,62.3,55.0,1883.0,5.43,5.39,3.37 +42900,0.54,Good,H,VS1,63.2,58.0,1361.0,5.12,5.16,3.25 +23272,1.38,Very Good,F,VS1,61.4,61.0,11286.0,7.1,7.14,4.37 +34470,0.38,Ideal,E,VS1,62.2,55.0,866.0,4.63,4.67,2.89 +22181,1.54,Premium,G,SI1,61.3,59.0,10219.0,7.41,7.38,4.53 +15551,1.31,Premium,J,VS1,62.3,56.0,6236.0,7.06,6.99,4.38 +33493,0.32,Ideal,F,VS2,61.3,57.0,828.0,4.4,4.37,2.69 +52536,0.71,Ideal,I,VVS1,62.4,57.0,2530.0,5.67,5.71,3.55 +17165,1.02,Premium,E,VS2,62.1,52.0,6854.0,6.55,6.49,4.05 +37119,0.42,Premium,D,SI1,61.5,58.0,970.0,4.83,4.8,2.96 +47999,0.31,Ideal,D,SI1,62.5,53.0,533.0,4.34,4.37,2.72 +50158,0.52,Ideal,F,VVS2,61.8,56.0,2216.0,5.2,5.17,3.2 +30742,0.43,Good,F,SI1,63.6,53.0,739.0,4.79,4.83,3.06 +46246,0.53,Ideal,D,SI1,62.0,55.0,1753.0,5.24,5.22,3.24 +34280,0.31,Ideal,J,VVS2,62.0,56.1,468.0,4.31,4.33,2.68 +30414,0.32,Ideal,G,VVS2,61.3,56.0,730.0,4.43,4.44,2.72 +12089,1.28,Premium,H,SI2,62.5,62.0,5161.0,6.89,6.84,4.3 +25487,2.14,Ideal,I,SI2,60.7,57.0,14267.0,8.4,8.34,5.08 +2377,0.32,Premium,I,VVS2,62.1,59.0,561.0,4.35,4.38,2.71 +40476,0.52,Premium,I,VS1,59.6,60.0,1141.0,5.17,5.14,3.07 +3984,1.04,Premium,I,SI2,61.6,58.0,3512.0,6.58,6.47,4.02 +36070,0.4,Very Good,D,SI1,63.1,57.0,924.0,4.73,4.69,2.97 +44239,0.52,Ideal,H,VS2,61.8,56.0,1573.0,5.19,5.16,3.2 +47168,0.52,Ideal,D,VS1,60.9,56.0,1835.0,5.21,5.17,3.16 +1567,0.72,Ideal,I,VS1,60.4,56.0,3005.0,5.8,5.86,3.52 +32558,0.32,Ideal,F,VVS2,61.2,55.0,800.0,4.43,4.46,2.72 +24123,2.12,Ideal,H,SI2,61.4,57.0,12284.0,8.28,8.24,5.07 +39765,0.36,Premium,E,VS1,61.3,58.0,1094.0,4.58,4.56,2.8 +39219,0.5,Ideal,I,SI1,61.4,56.0,1066.0,5.13,5.16,3.16 +34660,0.31,Ideal,E,VS2,61.8,55.0,872.0,4.35,4.33,2.68 +47333,0.23,Very Good,E,VVS1,60.9,58.0,530.0,3.95,3.96,2.41 +31018,0.31,Ideal,E,VVS1,59.5,60.0,749.0,4.43,4.45,2.64 +50295,0.31,Ideal,G,VS1,61.9,56.0,542.0,4.34,4.38,2.7 +34229,0.4,Premium,H,SI1,62.1,62.0,855.0,4.73,4.7,2.93 +14219,1.23,Very Good,I,SI1,60.5,58.0,5763.0,6.9,6.94,4.19 +35247,0.34,Ideal,G,VVS1,62.5,53.0,895.0,4.47,4.49,2.8 +44810,0.5,Ideal,E,VS2,62.1,54.0,1624.0,5.11,5.13,3.18 +18362,0.37,Very Good,F,SI1,62.4,59.0,616.0,4.56,4.6,2.86 +30351,0.4,Ideal,I,VVS2,61.9,56.4,728.0,4.72,4.74,2.93 +14554,1.25,Ideal,H,SI2,62.8,55.0,5880.0,6.87,6.82,4.3 +53880,1.04,Fair,G,SI2,65.2,57.0,2745.0,6.25,6.23,4.07 +42728,0.58,Ideal,D,SI2,62.7,56.0,1342.0,5.3,5.32,3.33 +39592,0.41,Ideal,G,VVS1,62.1,54.0,1084.0,4.79,4.84,2.99 +25186,1.51,Ideal,F,VS2,62.2,53.0,13771.0,7.35,7.31,4.56 +2432,0.72,Very Good,E,SI1,63.3,56.0,3183.0,5.67,5.71,3.6 +885,0.9,Fair,I,SI1,65.8,56.0,2873.0,6.01,5.96,3.94 +32330,0.3,Ideal,E,VVS2,61.4,57.0,789.0,4.32,4.34,2.66 +5733,0.8,Ideal,E,SI1,61.0,57.0,3890.0,6.0,6.03,3.67 +9408,0.92,Ideal,I,VS1,62.3,55.0,4587.0,6.24,6.28,3.9 +26932,2.28,Ideal,E,SI2,62.0,55.0,16969.0,8.49,8.45,5.25 +18890,1.52,Fair,I,SI1,64.6,58.0,7746.0,7.24,7.21,4.68 +1480,0.77,Very Good,G,VS1,62.8,58.0,2986.0,5.78,5.84,3.65 +31329,0.36,Very Good,D,VS2,64.0,56.0,759.0,4.49,4.51,2.88 +18194,1.2,Good,G,VS2,62.2,58.0,7380.0,6.72,6.76,4.19 +7496,0.91,Very Good,D,SI1,61.5,59.0,4239.0,6.18,6.25,3.82 +51993,0.66,Very Good,E,VS2,63.3,56.3,2443.0,5.47,5.55,3.48 +25188,1.52,Ideal,G,VS1,59.7,57.0,13777.0,7.48,7.5,4.47 +43650,0.53,Ideal,E,SI1,61.9,55.0,1435.0,5.18,5.22,3.22 +30535,0.39,Very Good,G,VS2,59.8,61.0,734.0,4.72,4.75,2.83 +52098,0.7,Premium,F,VS2,61.2,59.0,2459.0,5.73,5.68,3.49 +43226,0.4,Ideal,E,VVS1,61.7,57.0,1397.0,4.74,4.7,2.91 +26069,2.13,Ideal,H,SI2,61.8,57.0,15288.0,8.21,8.25,5.09 +8310,1.0,Very Good,H,SI1,62.2,60.0,4389.0,6.34,6.45,3.98 +31232,0.44,Good,E,SI1,63.4,57.0,756.0,4.81,4.85,3.06 +23909,1.5,Premium,F,SI1,62.2,58.0,12030.0,7.34,7.29,4.55 +45122,0.52,Premium,F,VS2,58.5,60.0,1651.0,5.29,5.24,3.08 +52847,0.7,Ideal,E,SI1,60.2,57.0,2575.0,5.78,5.82,3.49 +21868,1.11,Ideal,G,IF,61.9,55.0,9931.0,6.64,6.68,4.12 +21565,1.52,Very Good,I,SI1,62.0,58.0,9664.0,7.34,7.4,4.57 +52010,0.59,Ideal,G,IF,62.0,54.0,2444.0,5.38,5.43,3.35 +154,0.73,Premium,G,VS2,61.4,59.0,2770.0,5.83,5.76,3.56 +44463,0.55,Ideal,I,VVS1,62.7,57.0,1593.0,5.17,5.23,3.26 +6648,1.11,Ideal,J,SI2,61.7,57.0,4092.0,6.63,6.69,4.11 +15403,1.02,Ideal,G,VS2,62.8,57.0,6169.0,6.46,6.41,4.04 +45090,0.6,Ideal,F,SI1,61.5,58.0,1646.0,5.38,5.41,3.32 +53558,0.71,Premium,F,VS2,60.8,58.0,2694.0,5.79,5.76,3.51 +10610,1.1,Ideal,H,SI1,60.2,56.0,4827.0,6.74,6.82,4.08 +40410,0.57,Fair,F,SI1,65.8,58.0,1133.0,5.2,5.1,3.39 +15735,1.03,Very Good,H,VS1,61.9,59.0,6294.0,6.44,6.49,4.0 +19272,1.21,Premium,G,VS2,62.2,58.0,7996.0,6.85,6.81,4.25 +44661,0.35,Premium,D,SI2,62.3,58.0,522.0,4.48,4.54,2.81 +23833,1.18,Ideal,E,VVS2,61.5,57.0,11906.0,6.8,6.75,4.17 +13213,1.16,Premium,I,VS1,60.4,59.0,5457.0,6.89,6.82,4.14 +37864,0.4,Ideal,G,VS2,60.5,57.0,1003.0,4.74,4.8,2.89 +37290,0.24,Very Good,E,VVS2,62.9,57.0,485.0,3.96,3.99,2.5 +38205,0.43,Premium,F,SI1,62.5,56.0,1016.0,4.85,4.82,3.02 +5262,1.12,Very Good,E,SI2,60.9,63.0,3794.0,6.59,6.65,4.03 +23064,1.5,Premium,H,VS2,62.4,59.0,11092.0,7.29,7.32,4.56 +43029,0.63,Ideal,I,SI1,62.0,57.0,1372.0,5.47,5.49,3.4 +23411,1.67,Premium,I,VS1,61.1,58.0,11400.0,7.69,7.6,4.67 +20959,1.5,Premium,D,SI2,58.7,57.0,9173.0,7.48,7.42,4.37 +1382,0.31,Premium,E,SI2,61.2,61.0,558.0,4.37,4.36,2.67 +37048,0.35,Ideal,E,VVS1,61.9,56.0,967.0,4.55,4.53,2.81 +4253,0.91,Very Good,I,VS2,62.5,58.0,3579.0,6.13,6.19,3.85 +28125,0.36,Very Good,D,SI1,60.4,58.0,663.0,4.6,4.64,2.79 +9196,1.31,Premium,H,SI2,61.7,59.0,4548.0,7.03,6.98,4.32 +27715,0.36,Premium,E,SI2,61.5,58.0,648.0,4.61,4.56,2.82 +26105,2.29,Premium,G,SI2,62.4,60.0,15366.0,8.41,8.36,5.23 +902,0.79,Premium,E,VS2,60.6,53.0,2876.0,6.04,5.98,3.64 +50517,0.75,Premium,I,SI1,62.0,60.0,2273.0,5.8,5.75,3.57 +31278,0.32,Premium,I,VS2,62.2,59.0,449.0,4.35,4.37,2.71 +41987,0.43,Ideal,G,VVS1,60.5,57.0,1264.0,4.92,4.86,2.96 +14961,1.21,Good,G,VS1,63.7,57.0,6025.0,6.73,6.67,4.27 +41940,0.4,Ideal,F,VVS1,60.7,56.0,1263.0,4.77,4.79,2.9 +39735,0.4,Ideal,E,VS2,61.6,57.0,1092.0,4.73,4.75,2.92 +14599,1.23,Good,H,SI1,63.9,56.0,5889.0,6.81,6.77,4.34 +18465,1.07,Very Good,F,VS1,62.0,56.0,7513.0,6.51,6.55,4.05 +50104,0.71,Fair,I,VS2,64.7,60.0,2208.0,5.54,5.46,3.56 +18651,1.6,Ideal,F,SI2,62.8,56.0,7616.0,7.46,7.41,4.69 +36050,0.31,Very Good,G,IF,61.6,55.0,924.0,4.38,4.42,2.71 +49698,0.62,Very Good,E,VS1,60.1,56.0,2147.0,5.56,5.58,3.35 +17690,1.19,Premium,G,VS2,62.3,58.0,7130.0,6.82,6.77,4.23 +45649,0.29,Ideal,G,VS2,61.6,56.0,525.0,4.26,4.29,2.63 +6550,1.01,Very Good,I,SI1,63.4,62.0,4072.0,6.25,6.18,3.94 +33690,0.34,Ideal,E,VVS2,61.8,56.0,838.0,4.48,4.52,2.78 +21554,2.01,Premium,I,SI2,62.1,60.0,9658.0,8.1,8.03,5.01 +43970,0.27,Very Good,F,VS2,61.8,57.0,518.0,4.14,4.18,2.57 +4018,0.91,Good,H,SI1,63.8,60.0,3520.0,6.0,6.16,3.88 +2802,1.04,Premium,H,I1,61.6,61.0,3261.0,6.47,6.45,3.98 +31884,0.3,Ideal,G,VS1,59.9,56.0,776.0,4.41,4.37,2.63 +38256,0.26,Very Good,F,VS2,62.5,55.0,381.0,4.05,4.08,2.54 +44099,0.54,Premium,F,SI1,60.4,58.0,1555.0,5.29,5.2,3.17 +43328,0.54,Very Good,F,SI1,60.2,56.0,1404.0,5.28,5.39,3.21 +16081,1.2,Very Good,H,VS2,63.2,54.0,6423.0,6.73,6.78,4.27 +824,0.56,Very Good,D,VVS1,62.0,56.0,2866.0,5.25,5.3,3.27 +9070,1.13,Premium,G,SI2,60.0,61.0,4518.0,6.78,6.71,4.05 +44600,0.53,Ideal,G,VS2,62.5,55.0,1607.0,5.2,5.17,3.24 +18888,1.01,Ideal,F,VS1,62.0,57.0,7745.0,6.42,6.46,3.99 +19584,1.22,Ideal,G,VS2,61.4,56.0,8213.0,6.88,6.9,4.23 +4691,1.03,Premium,D,SI2,62.3,58.0,3675.0,6.5,6.4,4.03 +16749,1.01,Very Good,G,VS1,60.9,60.0,6669.0,6.47,6.43,3.93 +30447,0.3,Ideal,E,VVS2,61.2,61.0,731.0,4.3,4.33,2.64 +10326,1.07,Ideal,F,SI2,62.0,57.0,4764.0,6.6,6.49,4.06 +51113,0.83,Good,H,SI2,63.9,56.0,2337.0,5.99,5.93,3.81 +12191,1.05,Fair,F,SI1,64.6,57.0,5186.0,6.39,6.33,4.11 +30278,0.3,Very Good,D,SI2,61.2,60.0,447.0,4.28,4.31,2.63 +6865,1.01,Fair,F,SI2,58.2,61.0,4127.0,6.48,6.52,3.78 +47535,0.62,Very Good,I,VVS1,63.1,58.0,1871.0,5.4,5.44,3.42 +34937,0.23,Good,F,VS1,63.2,58.0,376.0,3.86,3.89,2.45 +34932,0.32,Very Good,J,SI1,63.0,58.0,374.0,4.32,4.35,2.73 +48487,0.55,Ideal,F,VS1,61.9,56.0,1980.0,5.29,5.25,3.26 +42202,0.51,Ideal,G,SI1,61.7,58.0,1287.0,5.12,5.15,3.17 +10808,1.08,Premium,F,SI1,62.1,58.0,4864.0,6.57,6.61,4.09 +31594,0.2,Premium,E,VS2,61.1,59.0,367.0,3.81,3.78,2.32 +31535,0.31,Very Good,E,VVS2,61.1,55.0,766.0,4.39,4.41,2.69 +50246,0.7,Ideal,G,SI2,61.3,58.0,2234.0,5.67,5.69,3.48 +51385,0.71,Very Good,E,SI2,63.1,56.0,2368.0,5.67,5.71,3.58 +7369,0.9,Fair,E,SI1,59.2,60.0,4220.0,6.17,6.22,3.67 +8814,1.02,Very Good,H,SI1,60.3,59.0,4476.0,6.44,6.5,3.9 +27179,2.31,Premium,J,VS1,62.3,61.0,17451.0,8.55,8.43,5.29 +51497,0.7,Fair,F,VS1,67.8,60.0,2381.0,5.5,5.39,3.69 +53847,0.82,Very Good,E,SI1,63.2,57.0,2741.0,5.92,5.97,3.76 +42493,0.52,Very Good,H,VS1,59.6,57.0,1320.0,5.25,5.34,3.15 +43050,0.5,Very Good,D,SI1,60.6,59.0,1376.0,5.08,5.12,3.09 +34788,0.4,Ideal,H,VVS2,62.1,57.0,877.0,4.69,4.74,2.93 +33642,0.38,Ideal,G,VS1,61.8,56.0,833.0,4.64,4.65,2.87 +42830,0.59,Premium,G,SI1,59.8,58.0,1355.0,5.48,5.43,3.26 +22394,1.55,Premium,I,VS1,58.2,60.0,10416.0,7.69,7.59,4.45 +33747,0.31,Ideal,F,VVS1,62.0,55.0,840.0,4.34,4.37,2.7 +53206,0.71,Premium,F,SI1,59.8,61.0,2633.0,5.81,5.79,3.47 +24725,2.03,Very Good,I,SI2,62.8,60.0,13063.0,7.99,8.05,5.04 +12300,1.09,Premium,H,SI1,61.6,57.0,5219.0,6.63,6.59,4.07 +40650,0.5,Ideal,E,SI2,62.5,57.0,1154.0,5.04,5.07,3.16 +14910,1.26,Very Good,G,SI2,61.3,55.0,6001.0,6.94,7.0,4.27 +7075,0.33,Premium,G,VS2,60.8,58.0,579.0,4.45,4.47,2.71 +33998,0.42,Ideal,H,VS1,62.4,57.0,847.0,4.76,4.79,2.98 +50300,0.32,Very Good,J,VVS1,60.2,60.0,544.0,4.42,4.49,2.68 +32713,0.31,Very Good,F,VS2,63.4,56.0,802.0,4.34,4.31,2.74 +46695,0.48,Ideal,G,IF,61.9,55.0,1791.0,5.03,5.08,3.13 +18505,1.02,Good,D,VS2,63.2,58.0,7539.0,6.36,6.4,4.03 +20080,1.5,Good,I,VS2,63.3,62.0,8555.0,7.08,7.19,4.52 +48434,0.51,Ideal,G,VVS2,60.1,56.0,1974.0,5.22,5.19,3.13 +43697,0.5,Good,D,SI1,63.6,54.0,1436.0,5.02,5.08,3.21 +7514,0.9,Good,F,SI1,61.8,63.0,4241.0,6.21,6.18,3.83 +43415,0.51,Ideal,E,VS2,60.8,56.0,1413.0,5.18,5.21,3.16 +45400,0.55,Ideal,H,VVS2,62.1,55.0,1668.0,5.25,5.28,3.27 +28077,0.38,Very Good,H,SI1,60.1,57.0,662.0,4.73,4.75,2.85 +4727,0.33,Premium,I,SI1,61.3,59.0,572.0,4.51,4.46,2.75 +21990,1.71,Premium,I,VS1,60.3,62.0,10055.0,7.76,7.7,4.66 +12098,1.13,Ideal,G,SI2,62.9,54.0,5164.0,6.72,6.67,4.21 +31269,0.32,Ideal,I,VS2,61.5,56.0,449.0,4.4,4.41,2.71 +46971,0.32,Ideal,I,VS1,60.9,56.7,529.0,4.41,4.44,2.69 +25608,2.04,Very Good,I,SI2,62.5,52.0,14477.0,8.02,8.17,5.06 +40712,0.62,Premium,H,SI2,61.0,62.0,1159.0,5.47,5.42,3.32 +33105,0.32,Ideal,E,VVS2,61.5,56.0,816.0,4.43,4.45,2.73 +221,0.76,Ideal,G,VS2,61.3,56.0,2782.0,5.9,5.94,3.63 +13102,1.17,Ideal,H,SI2,62.4,53.0,5423.0,6.74,6.76,4.21 +42239,0.54,Good,G,SI1,63.2,56.0,1292.0,5.16,5.19,3.27 +14661,1.05,Very Good,G,VS2,61.7,55.0,5917.0,6.5,6.56,4.03 +48355,0.56,Ideal,D,VS2,61.9,57.0,1963.0,5.26,5.3,3.27 +8991,1.28,Ideal,G,I1,61.6,57.0,4509.0,6.96,6.93,4.28 +1283,0.73,Ideal,F,SI1,61.6,55.0,2951.0,5.77,5.81,3.56 +22343,1.52,Ideal,I,VS1,60.7,60.0,10392.0,7.4,7.42,4.5 +20095,1.41,Premium,G,SI1,62.1,59.0,8572.0,7.23,7.13,4.46 +38109,0.36,Ideal,E,VS2,62.1,55.0,1013.0,4.58,4.54,2.83 +36625,0.23,Very Good,E,VVS2,60.6,55.0,478.0,4.02,4.07,2.45 +32530,0.35,Very Good,G,VVS2,62.8,58.0,798.0,4.44,4.48,2.8 +3006,0.72,Ideal,E,VS2,60.8,56.0,3304.0,5.81,5.84,3.54 +41705,0.53,Premium,H,SI1,59.4,60.0,1242.0,5.26,5.24,3.12 +41301,0.38,Ideal,E,VVS1,61.8,56.0,1211.0,4.67,4.62,2.87 +10449,1.0,Good,H,SI1,63.7,60.0,4788.0,6.33,6.3,4.02 +51011,0.73,Ideal,I,VS2,61.6,54.0,2327.0,5.81,5.84,3.59 +16925,1.51,Premium,I,SI1,62.2,61.0,6756.0,7.35,7.27,4.55 +49747,0.73,Ideal,E,SI2,62.1,57.0,2155.0,5.75,5.71,3.56 +12607,1.23,Good,J,VS2,63.6,57.0,5290.0,6.74,6.79,4.3 +8208,0.9,Ideal,H,VS2,62.5,53.0,4369.0,6.17,6.22,3.87 +22126,1.31,Ideal,G,VS1,60.5,57.0,10155.0,7.1,7.14,4.31 +25726,2.03,Fair,H,SI1,65.4,58.0,14646.0,7.91,7.88,5.16 +5035,1.03,Premium,H,SI2,62.7,62.0,3749.0,6.43,6.38,4.02 +40722,0.38,Ideal,E,VVS1,62.4,54.0,1160.0,4.64,4.66,2.9 +17016,1.2,Good,G,VS2,65.2,56.0,6793.0,6.61,6.67,4.33 +28990,0.42,Ideal,G,SI2,62.3,55.0,686.0,4.8,4.83,3.0 +28060,0.38,Ideal,E,SI1,62.1,55.0,660.0,4.64,4.67,2.89 +34657,0.31,Ideal,E,VS2,62.3,57.0,872.0,4.35,4.32,2.7 +41173,0.4,Ideal,G,VVS1,61.4,55.0,1200.0,4.76,4.72,2.91 +42700,0.52,Good,G,SI1,63.6,56.0,1338.0,5.09,5.07,3.23 +31876,0.3,Ideal,H,VVS2,62.6,55.0,776.0,4.28,4.25,2.67 +14281,1.16,Premium,F,VS2,60.5,59.0,5781.0,6.86,6.8,4.13 +49300,0.41,Premium,I,SI2,61.6,59.0,539.0,4.76,4.79,2.94 +39704,0.58,Fair,F,SI2,64.7,56.0,1088.0,5.31,5.24,3.41 +40172,0.38,Premium,D,VS2,61.5,62.0,1117.0,4.63,4.6,2.84 +22251,1.12,Ideal,G,VVS2,61.5,57.0,10305.0,6.65,6.67,4.1 +19646,1.54,Premium,I,SI1,60.9,59.0,8258.0,7.42,7.46,4.53 +8946,1.01,Very Good,G,SI2,63.7,57.0,4498.0,6.3,6.35,4.03 +32400,0.38,Ideal,I,VVS1,61.6,56.0,791.0,4.68,4.71,2.89 +45855,0.54,Premium,D,SI1,62.3,60.0,1715.0,5.22,5.18,3.24 +7416,1.1,Ideal,J,SI2,62.0,59.0,4226.0,6.58,6.61,4.09 +18183,1.14,Ideal,G,VS2,62.0,55.0,7371.0,6.68,6.77,4.17 +25929,2.03,Very Good,I,VS1,63.2,60.0,15086.0,8.01,7.98,5.05 +31207,0.32,Ideal,D,SI1,60.9,56.0,756.0,4.43,4.4,2.69 +40,0.33,Ideal,I,SI2,61.8,55.0,403.0,4.49,4.51,2.78 +8598,0.9,Very Good,F,SI2,61.0,61.0,4441.0,6.14,6.18,3.76 +53192,0.51,Very Good,F,VVS2,60.3,55.0,2633.0,5.22,5.26,3.16 +42915,0.51,Good,D,SI1,58.7,58.0,1363.0,5.21,5.25,3.07 +16107,1.01,Ideal,G,VS2,61.9,56.0,6439.0,6.41,6.45,3.98 +11272,1.14,Premium,D,SI2,60.3,58.0,4972.0,6.79,6.71,4.07 +8896,1.08,Premium,F,SI2,62.6,56.0,4488.0,6.61,6.55,4.12 +46732,0.55,Very Good,D,VS2,62.2,60.0,1796.0,5.2,5.25,3.25 +38835,0.4,Very Good,F,VVS2,60.9,52.0,1049.0,4.81,4.83,2.94 +25624,1.58,Ideal,F,SI1,61.9,55.0,14495.0,7.52,7.47,4.64 +44823,0.52,Ideal,F,VS2,61.3,57.0,1624.0,5.22,5.19,3.19 +3138,1.27,Ideal,I,I1,62.3,56.0,3328.0,6.91,6.86,4.29 +10055,0.26,Very Good,F,VVS1,61.2,60.0,591.0,4.13,4.14,2.53 +235,0.64,Ideal,D,VS1,61.5,56.0,2787.0,5.54,5.55,3.41 +43948,0.31,Ideal,E,SI1,62.1,55.0,516.0,4.33,4.36,2.7 +5051,0.31,Good,H,SI1,63.6,57.0,573.0,4.33,4.32,2.75 +33640,0.38,Premium,G,VS1,61.9,59.0,833.0,4.63,4.67,2.88 +121,0.71,Ideal,D,SI2,62.3,56.0,2762.0,5.73,5.69,3.56 +20065,0.31,Ideal,F,VS2,62.6,55.0,625.0,4.29,4.33,2.7 +34437,0.5,Premium,G,SI2,62.4,61.0,863.0,5.02,4.98,3.12 +31930,0.3,Ideal,F,VS2,62.0,55.0,776.0,4.33,4.31,2.68 +34572,0.31,Ideal,G,IF,62.5,56.0,871.0,4.33,4.37,2.71 +27233,1.38,Very Good,F,IF,58.2,60.0,17598.0,7.32,7.39,4.28 +38897,0.38,Ideal,F,VVS2,60.3,55.0,1052.0,4.69,4.79,2.86 +746,0.33,Premium,J,VS1,61.5,61.0,557.0,4.46,4.39,2.72 +50913,0.72,Premium,H,VS2,61.1,58.0,2318.0,5.78,5.74,3.52 +39457,0.39,Ideal,G,VS1,62.6,55.0,1077.0,4.69,4.66,2.93 +18278,1.25,Ideal,H,SI1,62.0,58.0,7423.0,6.86,6.89,4.26 +47855,0.51,Ideal,E,VS2,60.1,57.0,1909.0,5.23,5.19,3.13 +16709,0.32,Good,F,SI2,63.5,56.0,421.0,4.35,4.37,2.77 +41858,0.55,Ideal,F,SI2,61.1,56.0,1256.0,5.29,5.32,3.24 +11874,1.2,Very Good,I,VVS2,61.7,63.0,5107.0,6.72,6.7,4.13 +47061,0.59,Good,D,SI1,63.7,56.0,1821.0,5.35,5.32,3.4 +18368,0.39,Good,J,VS1,63.1,56.0,616.0,4.62,4.7,2.94 +6404,1.01,Premium,G,SI2,61.1,58.0,4038.0,6.39,6.37,3.9 +30224,0.33,Ideal,E,VS2,61.3,55.0,723.0,4.46,4.48,2.74 +45253,0.51,Ideal,G,VS2,62.3,54.0,1660.0,5.17,5.12,3.21 +36863,0.42,Ideal,E,VS2,62.4,55.0,958.0,4.79,4.8,2.99 +43825,0.51,Very Good,E,SI1,63.2,61.0,1443.0,5.08,5.05,3.2 +34982,0.34,Ideal,F,VS2,62.6,54.0,880.0,4.48,4.46,2.8 +16567,1.01,Premium,G,VS1,62.6,59.0,6618.0,6.43,6.38,4.01 +6644,0.9,Ideal,E,SI2,62.7,54.0,4091.0,6.13,6.21,3.87 +2956,0.72,Ideal,G,VVS2,61.0,56.0,3295.0,5.8,5.84,3.55 +45078,0.71,Good,J,VS2,63.5,64.0,1644.0,5.65,5.6,3.57 +26712,0.32,Premium,F,VS2,62.1,59.0,645.0,4.35,4.41,2.72 +29215,0.31,Ideal,F,VS1,61.6,56.0,695.0,4.33,4.36,2.68 +21056,0.31,Ideal,F,VS2,61.9,55.0,625.0,4.31,4.35,2.68 +40763,0.46,Very Good,I,VVS1,63.5,57.0,1164.0,4.91,4.85,3.1 +39232,0.38,Ideal,G,VVS1,61.6,57.0,1067.0,4.65,4.73,2.89 +40022,0.32,Ideal,E,VVS2,62.4,56.0,1109.0,4.43,4.39,2.75 +50159,0.52,Ideal,D,VVS2,59.9,57.0,2217.0,5.21,5.28,3.14 +11599,1.04,Ideal,G,SI2,62.4,54.0,5044.0,6.49,6.53,4.06 +43220,0.4,Ideal,E,VVS1,62.6,56.0,1397.0,4.73,4.7,2.95 +30439,0.32,Ideal,H,VVS1,61.9,55.0,730.0,4.37,4.38,2.71 +30934,0.24,Very Good,H,VVS2,61.4,57.0,449.0,4.02,4.04,2.47 +30227,0.33,Premium,E,VS2,61.5,59.0,723.0,4.42,4.46,2.73 +10478,0.93,Premium,G,VS1,62.1,59.0,4793.0,6.21,6.16,3.84 +10598,1.0,Good,G,SI1,63.9,60.0,4824.0,6.27,6.22,3.99 +18712,0.27,Very Good,D,VVS2,61.6,59.0,620.0,4.15,4.16,2.56 +35417,0.4,Very Good,G,SI1,60.0,63.0,900.0,4.8,4.76,2.87 +26745,3.01,Ideal,J,I1,65.4,60.0,16538.0,8.99,8.93,5.86 +12951,1.01,Ideal,H,SI1,61.7,57.0,5387.0,6.37,6.44,3.96 +14592,1.1,Ideal,H,VS2,61.3,56.0,5888.0,6.64,6.67,4.08 +32187,0.39,Ideal,H,VS2,61.6,56.0,788.0,4.68,4.71,2.89 +16799,1.06,Ideal,H,VVS2,61.8,60.0,6698.0,6.52,6.49,4.02 +38884,0.4,Premium,D,VS2,62.4,59.0,1050.0,4.72,4.7,2.94 +49063,0.72,Premium,F,SI2,61.7,58.0,2058.0,5.73,5.78,3.55 +45837,0.55,Ideal,E,VS2,59.8,57.0,1715.0,5.34,5.3,3.18 +29643,0.35,Premium,F,VS2,62.1,60.0,706.0,4.45,4.51,2.78 +34744,0.41,Ideal,G,SI1,61.8,55.0,876.0,4.8,4.81,2.97 +34691,0.3,Ideal,F,IF,60.4,60.0,873.0,4.32,4.35,2.62 +6208,1.01,Good,H,SI2,63.7,55.0,3999.0,6.32,6.37,4.04 +42854,0.41,Ideal,D,VVS2,62.3,55.0,1356.0,4.77,4.76,2.97 +33872,0.3,Ideal,E,VS2,61.8,57.0,844.0,4.34,4.3,2.67 +11343,1.01,Good,F,SI1,58.8,64.0,4989.0,6.58,6.51,3.85 +28080,0.4,Ideal,J,VVS2,62.5,53.0,662.0,4.74,4.79,2.98 +25772,1.51,Ideal,G,VS1,60.8,54.0,14733.0,7.4,7.48,4.52 +4605,0.73,Ideal,E,VS1,60.9,55.8,3660.0,5.8,5.85,3.55 +10081,1.07,Good,D,SI2,61.0,62.0,4710.0,6.6,6.68,4.05 +48890,0.71,Premium,G,SI2,60.8,60.0,2039.0,5.74,5.78,3.5 +18271,1.0,Premium,E,VS1,61.4,58.0,7420.0,6.44,6.42,3.95 +15182,1.21,Premium,I,SI1,61.7,56.0,6098.0,6.87,6.82,4.22 +11683,1.13,Ideal,G,SI2,61.1,54.0,5062.0,6.77,6.74,4.13 +15629,1.01,Premium,F,VS2,58.9,58.0,6271.0,6.59,6.51,3.86 +40199,0.52,Ideal,F,SI2,61.3,55.0,1121.0,5.18,5.2,3.18 +21387,0.34,Very Good,I,VVS1,61.9,58.0,626.0,4.43,4.52,2.77 +49501,0.55,Ideal,F,VS1,61.8,55.0,2119.0,5.28,5.3,3.27 +20642,1.5,Very Good,H,SI1,62.9,57.0,8931.0,7.24,7.28,4.57 +15949,1.13,Premium,G,VS2,62.7,57.0,6379.0,6.67,6.61,4.16 +11316,1.23,Ideal,J,VS2,61.8,56.0,4986.0,6.87,6.81,4.23 +42198,0.58,Good,E,SI1,59.3,64.0,1287.0,5.48,5.42,3.23 +44125,0.5,Premium,G,VS1,60.0,59.0,1559.0,5.12,5.18,3.09 +11763,1.08,Ideal,E,SI2,61.7,57.0,5080.0,6.6,6.55,4.06 +19410,1.01,Premium,D,VVS2,62.2,59.0,8065.0,6.36,6.3,3.94 +24544,1.72,Ideal,G,VS2,62.8,57.0,12830.0,7.65,7.58,4.78 +37188,0.32,Ideal,D,VVS1,61.8,56.0,973.0,4.4,4.37,2.71 +37974,0.33,Ideal,D,VS1,61.7,55.0,1007.0,4.48,4.5,2.77 +1338,0.73,Premium,F,VS1,61.9,56.0,2961.0,5.81,5.76,3.58 +26682,0.3,Very Good,J,VS1,61.1,61.0,427.0,4.33,4.38,2.66 +37420,0.39,Ideal,H,VS2,60.6,55.0,983.0,4.81,4.76,2.9 +41621,0.29,Very Good,E,VS1,61.8,59.0,504.0,4.21,4.27,2.62 +546,0.59,Ideal,E,VVS1,62.0,56.0,2829.0,5.36,5.38,3.33 +37393,0.5,Ideal,I,SI1,62.0,55.0,982.0,5.09,5.14,3.17 +13804,1.03,Fair,E,SI1,65.1,58.0,5624.0,6.35,6.24,4.1 +3026,0.66,Very Good,E,VVS1,61.8,55.0,3309.0,5.6,5.66,3.48 +35307,0.3,Ideal,I,VS1,62.5,54.0,473.0,4.29,4.32,2.69 +46043,0.5,Very Good,G,VVS2,61.3,57.0,1729.0,5.12,5.15,3.15 +51818,0.64,Ideal,F,VS2,61.1,56.0,2419.0,5.57,5.59,3.41 +16655,1.21,Ideal,F,SI1,61.1,55.0,6659.0,6.87,6.85,4.19 +27225,2.02,Very Good,I,VS2,63.1,55.0,17581.0,8.0,8.09,5.08 +21279,1.16,Ideal,F,VS2,61.4,56.0,9432.0,6.83,6.78,4.18 +43114,0.54,Ideal,F,SI1,61.6,55.0,1385.0,5.24,5.28,3.24 +25471,2.02,Premium,I,VS1,60.5,62.0,14238.0,8.18,8.15,4.94 +42385,0.46,Ideal,G,VVS2,62.4,54.4,1306.0,4.93,4.98,3.09 +12125,1.0,Very Good,D,VS2,63.4,59.0,5169.0,6.35,6.3,4.01 +46819,0.7,Fair,H,SI1,64.8,57.0,1808.0,5.49,5.59,3.59 +19460,2.01,Good,J,SI1,64.3,54.0,8104.0,8.05,7.95,5.14 +22267,1.69,Very Good,E,SI2,62.6,59.0,10317.0,7.53,7.61,4.74 +27224,2.02,Premium,G,SI1,61.8,58.0,17579.0,8.16,8.1,4.94 +28123,0.36,Very Good,D,SI1,60.1,57.0,663.0,4.62,4.66,2.79 +42172,0.53,Very Good,I,VS1,61.6,56.7,1286.0,5.18,5.21,3.2 +15813,1.24,Premium,H,SI1,60.1,58.0,6327.0,7.04,7.01,4.22 +21425,1.07,Ideal,G,IF,61.5,57.0,9532.0,6.59,6.54,4.04 +44850,0.71,Very Good,J,VS2,62.6,57.0,1626.0,5.64,5.7,3.55 +18039,0.35,Very Good,E,SI1,61.9,58.0,614.0,4.49,4.52,2.79 +18640,1.0,Very Good,E,VS2,61.0,59.0,7607.0,6.41,6.48,3.93 +52776,0.91,Premium,F,SI2,59.8,58.0,2564.0,6.29,6.26,3.75 +20990,1.02,Very Good,F,VVS2,60.9,56.0,9205.0,6.44,6.5,3.94 +20372,0.31,Premium,G,VS1,61.2,60.0,625.0,4.3,4.33,2.64 +1160,0.7,Very Good,F,VS1,64.5,58.0,2925.0,5.55,5.59,3.59 +23466,1.51,Very Good,E,SI1,62.8,59.0,11460.0,7.26,7.3,4.57 +26369,0.32,Very Good,F,VS2,59.5,61.0,645.0,4.42,4.46,2.64 +39705,0.4,Very Good,F,VS1,62.2,57.6,1089.0,4.74,4.76,2.96 +30754,0.25,Premium,F,VVS1,60.7,59.0,740.0,4.1,4.07,2.48 +21215,1.52,Ideal,I,SI1,61.4,57.0,9358.0,7.4,7.43,4.55 +11168,1.07,Premium,G,SI1,60.5,62.0,4949.0,6.69,6.6,4.02 +25427,2.01,Ideal,H,SI2,61.9,57.0,14167.0,8.09,8.06,5.0 +28472,0.32,Premium,H,VS1,61.6,59.0,672.0,4.39,4.37,2.7 +33343,0.41,Premium,G,VS2,59.7,59.0,827.0,4.81,4.84,2.88 +17351,1.22,Very Good,G,VS2,63.1,56.0,6962.0,6.82,6.8,4.3 +46772,0.7,Fair,H,SI1,65.0,59.0,1803.0,5.54,5.5,3.59 +49669,0.7,Ideal,I,VS1,63.0,54.0,2142.0,5.63,5.7,3.57 +37712,0.34,Premium,H,VVS1,61.2,60.0,995.0,4.5,4.46,2.74 +14486,1.25,Very Good,F,SI2,58.0,63.0,5851.0,7.16,7.06,4.13 +40387,0.42,Ideal,D,VVS2,61.7,57.0,1132.0,4.8,4.82,2.97 +18442,1.11,Very Good,G,VS1,61.5,57.6,7503.0,6.66,6.7,4.11 +41385,0.42,Ideal,F,VVS2,62.1,55.0,1221.0,4.81,4.79,2.98 +792,0.7,Very Good,D,SI1,62.5,55.0,2862.0,5.67,5.72,3.56 +40719,0.44,Ideal,G,VVS1,62.0,54.0,1160.0,4.89,4.91,3.04 +21895,1.61,Ideal,E,SI2,61.6,56.0,9961.0,7.54,7.62,4.67 +32812,0.34,Ideal,E,VS1,61.8,56.0,805.0,4.47,4.51,2.78 +2356,0.8,Ideal,D,SI2,61.5,58.0,3173.0,5.97,6.0,3.68 +24329,3.5,Ideal,H,I1,62.8,57.0,12587.0,9.65,9.59,6.03 +31939,0.3,Ideal,F,VS2,61.9,55.0,776.0,4.32,4.31,2.67 +48292,0.54,Ideal,G,VS1,61.6,56.0,1957.0,5.24,5.28,3.24 +44545,0.5,Very Good,E,VS2,60.9,58.0,1605.0,5.14,5.17,3.14 +33286,0.31,Very Good,D,SI2,62.8,53.0,462.0,4.35,4.37,2.74 +45734,0.52,Ideal,H,VS1,62.0,55.0,1699.0,5.15,5.19,3.2 +119,0.7,Ideal,E,VS2,60.7,58.0,2762.0,5.73,5.76,3.49 +31704,0.36,Premium,F,SI1,61.9,59.0,770.0,4.54,4.51,2.8 +3581,1.01,Premium,J,SI2,63.0,60.0,3421.0,6.38,6.31,4.0 +5676,0.8,Ideal,F,VS1,61.6,54.0,3884.0,5.99,5.95,3.68 +27344,2.2,Ideal,I,SI1,61.7,55.0,17895.0,8.37,8.41,5.18 +13143,1.01,Ideal,E,SI2,61.5,55.0,5437.0,6.44,6.51,3.98 +43520,0.59,Ideal,F,SI1,62.3,54.0,1424.0,5.37,5.41,3.36 +10738,0.33,Premium,I,VS2,61.1,59.0,594.0,4.44,4.4,2.7 +31518,0.34,Ideal,E,SI1,61.4,55.0,765.0,4.54,4.48,2.77 +40608,0.23,Ideal,F,VS2,61.5,55.0,498.0,3.93,3.97,2.43 +49559,0.6,Very Good,G,VVS2,62.2,56.0,2130.0,5.39,5.42,3.36 +39483,0.41,Ideal,E,VS1,62.7,57.0,1079.0,4.72,4.76,2.97 +25699,0.35,Premium,D,SI1,61.0,60.0,644.0,4.54,4.58,2.78 +15203,1.01,Premium,G,VS2,60.6,61.0,6108.0,6.4,6.33,3.86 +27197,1.14,Good,D,IF,61.7,63.0,17499.0,6.64,6.74,4.13 +17818,1.19,Ideal,H,VS1,62.1,54.0,7181.0,6.8,6.83,4.23 +52166,0.8,Good,H,SI2,58.4,61.0,2474.0,6.02,6.06,3.53 +42179,0.5,Good,G,SI1,63.9,57.0,1286.0,5.06,5.02,3.22 +51068,0.7,Ideal,E,SI2,61.0,55.0,2332.0,5.76,5.78,3.52 +24464,1.52,Very Good,G,VS2,61.6,56.0,12730.0,7.37,7.43,4.56 +47528,0.52,Ideal,D,VS2,62.1,57.0,1868.0,5.17,5.13,3.2 +1544,0.6,Ideal,G,VVS1,62.1,56.0,3001.0,5.42,5.43,3.37 +15541,1.21,Very Good,H,SI1,60.2,58.0,6229.0,6.89,6.93,4.16 +11306,0.71,Ideal,F,VVS1,61.1,54.0,4981.0,5.84,5.78,3.55 +29650,0.35,Premium,F,VS2,61.9,58.0,706.0,4.48,4.54,2.79 +34182,0.33,Premium,G,VS1,61.8,59.0,854.0,4.45,4.39,2.73 +33702,0.3,Ideal,E,VVS1,61.6,56.0,838.0,4.3,4.34,2.66 +11424,1.2,Ideal,J,SI1,62.1,55.0,5002.0,6.81,6.84,4.24 +16890,1.2,Ideal,G,SI1,62.2,58.0,6741.0,6.77,6.84,4.23 +4282,1.0,Fair,I,SI1,64.8,59.0,3584.0,6.23,6.14,4.01 +28301,0.32,Good,I,SI1,63.1,56.0,432.0,4.36,4.39,2.76 +20787,1.21,Ideal,G,VS1,62.2,56.0,9026.0,6.87,6.85,4.26 +52470,0.71,Good,H,VVS2,63.0,59.0,2517.0,5.64,5.67,3.56 +26517,2.12,Very Good,H,SI2,62.3,59.0,16151.0,8.15,8.19,5.09 +27500,2.2,Premium,G,SI1,60.5,55.0,18193.0,8.49,8.42,5.11 +44818,0.5,Premium,G,VS1,59.7,60.0,1624.0,5.11,5.14,3.06 +30216,0.33,Premium,E,VS2,60.7,58.0,723.0,4.47,4.49,2.72 +36198,0.47,Ideal,E,SI2,61.5,55.0,931.0,4.98,5.04,3.08 +50055,0.74,Premium,H,SI1,60.9,60.0,2201.0,5.81,5.75,3.52 +41406,0.4,Very Good,F,VVS1,63.3,57.0,1224.0,4.7,4.68,2.97 +45007,0.54,Premium,G,VS1,61.1,60.0,1637.0,5.23,5.28,3.21 +15359,1.05,Ideal,H,VS2,62.6,56.0,6165.0,6.45,6.5,4.05 +24822,1.63,Very Good,H,VVS1,59.1,58.0,13211.0,7.68,7.84,4.59 +2285,0.9,Good,H,SI2,63.4,60.0,3160.0,6.03,6.08,3.84 +20355,1.0,Good,E,VVS2,63.5,55.0,8750.0,6.31,6.36,4.02 +41946,0.35,Very Good,H,SI1,61.3,55.0,504.0,4.55,4.58,2.8 +9833,1.01,Premium,D,SI2,60.3,57.0,4672.0,6.56,6.51,3.94 +23716,0.25,Very Good,F,VVS2,60.1,57.0,633.0,4.1,4.13,2.47 +326,0.87,Very Good,G,SI2,59.9,58.0,2802.0,6.19,6.23,3.72 +39767,0.36,Ideal,E,VS1,62.4,55.0,1094.0,4.61,4.59,2.87 +36468,0.31,Ideal,H,VVS1,60.8,55.0,942.0,4.42,4.39,2.68 +46419,0.51,Very Good,G,VVS2,62.6,59.0,1768.0,5.08,5.11,3.19 +28568,0.3,Premium,H,VS1,62.3,58.0,675.0,4.28,4.26,2.66 +26648,2.05,Premium,H,SI2,62.5,58.0,16431.0,8.12,8.08,5.06 +1878,0.71,Ideal,E,VS2,62.2,57.0,3073.0,5.69,5.73,3.55 +13618,1.0,Premium,H,VS2,59.4,61.0,5572.0,6.51,6.46,3.85 +49846,0.74,Very Good,J,VS1,62.7,58.0,2170.0,5.75,5.8,3.62 +5364,1.01,Fair,G,SI2,59.8,66.0,3816.0,6.42,6.48,3.86 +4127,1.0,Fair,G,SI2,64.7,58.0,3541.0,6.24,6.19,4.02 +39484,0.41,Ideal,E,VS1,61.7,57.0,1079.0,4.76,4.8,2.95 +50709,0.77,Ideal,J,VS2,61.9,54.0,2292.0,5.89,5.94,3.66 +10325,1.03,Ideal,D,SI2,61.8,56.0,4764.0,6.51,6.46,4.01 +49341,0.58,Premium,G,VVS2,59.7,59.0,2095.0,5.45,5.4,3.24 +50879,0.7,Premium,G,VS2,62.1,60.0,2314.0,5.71,5.65,3.53 +43923,0.28,Very Good,D,VS1,62.4,56.0,514.0,4.15,4.18,2.6 +1888,0.71,Very Good,F,SI2,61.4,56.0,3075.0,5.71,5.73,3.51 +29620,0.3,Ideal,I,SI1,60.4,59.0,439.0,4.33,4.35,2.62 +6067,0.82,Ideal,E,SI1,61.9,56.0,3966.0,6.0,6.02,3.72 +12935,1.11,Very Good,F,SI1,60.1,61.0,5384.0,6.64,6.74,4.06 +33738,0.3,Very Good,E,VVS2,62.9,55.0,840.0,4.25,4.27,2.68 +298,0.8,Premium,F,SI2,61.0,57.0,2797.0,6.03,6.01,3.67 +22758,1.02,Premium,D,VVS2,61.4,58.0,10773.0,6.46,6.43,3.96 +48683,0.53,Ideal,G,VVS1,61.8,56.0,2005.0,5.18,5.2,3.21 +34237,0.4,Premium,D,SI2,59.9,60.0,855.0,4.78,4.74,2.85 +31302,0.32,Very Good,D,VS2,62.0,57.0,758.0,4.38,4.42,2.73 +29398,0.31,Premium,G,VS2,61.5,59.0,698.0,4.36,4.32,2.67 +50949,0.56,Ideal,G,IF,62.0,54.0,2321.0,5.3,5.32,3.29 +6436,0.91,Premium,G,SI1,62.6,58.0,4045.0,6.14,6.17,3.85 +43359,0.58,Very Good,G,SI1,59.3,58.0,1408.0,5.41,5.52,3.24 +51459,0.71,Ideal,I,SI1,61.4,56.0,2376.0,5.73,5.77,3.53 +53748,0.7,Very Good,D,SI1,61.1,61.0,2724.0,5.67,5.76,3.49 +47356,0.5,Premium,D,VS2,60.2,57.0,1845.0,5.21,5.15,3.12 +18805,1.51,Good,F,SI2,64.2,61.0,7695.0,7.24,7.19,4.63 +10762,1.01,Ideal,E,SI1,60.7,57.0,4853.0,6.52,6.49,3.95 +23093,1.13,Ideal,E,VVS2,61.4,57.0,11115.0,6.69,6.74,4.12 +4792,1.1,Premium,G,SI2,63.0,59.0,3696.0,6.5,6.47,0.0 +1696,0.91,Premium,H,SI1,63.0,57.0,3033.0,6.19,6.1,3.87 +30098,0.32,Ideal,H,VS1,61.9,55.0,720.0,4.42,4.4,2.73 +46102,0.55,Ideal,H,VVS1,60.5,57.0,1741.0,5.32,5.35,3.23 +29687,0.4,Very Good,F,SI1,61.5,60.0,707.0,4.77,4.7,2.91 +6365,0.32,Very Good,I,VS2,63.4,55.0,576.0,4.37,4.33,2.76 +36813,0.3,Good,G,IF,63.8,55.0,956.0,4.28,4.24,2.72 +47369,0.52,Very Good,D,VS2,62.9,59.0,1847.0,5.11,5.13,3.22 +4544,1.0,Very Good,I,SI1,63.3,54.0,3640.0,6.39,6.34,4.03 +636,0.95,Fair,G,SI1,66.7,56.0,2841.0,6.16,6.03,4.06 +27994,0.3,Ideal,E,VS2,62.2,56.0,658.0,4.28,4.3,2.67 +53801,0.9,Fair,I,VS1,68.7,62.0,2732.0,5.83,5.79,3.99 +46069,0.56,Good,E,VS2,61.4,62.0,1736.0,5.34,5.28,3.26 +679,0.74,Very Good,E,VS1,63.1,58.0,2849.0,5.75,5.73,3.62 +4968,0.91,Very Good,I,VS1,61.9,57.0,3734.0,6.19,6.24,3.85 +5242,0.92,Premium,F,SI2,61.8,58.0,3787.0,6.23,6.19,3.84 +27164,2.64,Ideal,H,SI2,62.3,55.0,17407.0,8.88,8.83,5.52 +48872,0.51,Premium,G,VVS2,60.9,61.0,2035.0,5.17,5.11,3.13 +28745,0.31,Ideal,E,VS2,61.7,55.0,680.0,4.33,4.36,2.68 +1110,0.8,Very Good,F,SI1,63.5,55.0,2914.0,5.86,5.89,3.73 +26310,2.02,Premium,I,VS2,62.9,59.0,15808.0,8.03,7.93,5.02 +43734,0.51,Ideal,G,VS2,62.4,56.0,1438.0,5.11,5.14,3.2 +7878,0.91,Good,H,VS2,59.9,61.0,4309.0,6.18,6.24,3.72 +23976,1.57,Premium,F,SI1,60.4,59.0,12112.0,7.57,7.54,4.56 +20103,1.9,Fair,H,SI2,67.1,64.0,8576.0,7.57,7.52,5.06 +30182,0.34,Ideal,G,VVS2,62.0,55.0,722.0,4.47,4.5,2.78 +27135,1.69,Good,G,VS1,58.1,58.0,17338.0,7.8,7.84,4.54 +38469,0.41,Ideal,E,VS1,62.2,55.0,1030.0,4.79,4.76,2.97 +34949,0.28,Very Good,I,VS2,61.9,57.0,379.0,4.16,4.19,2.58 +42287,0.23,Good,F,VVS2,62.8,61.0,505.0,3.92,3.95,2.47 +15909,1.04,Good,G,VS1,63.8,57.0,6360.0,6.42,6.37,4.08 +23893,2.0,Ideal,G,SI2,62.2,57.0,11988.0,8.13,8.0,5.02 +47045,0.5,Premium,D,VS2,59.7,57.0,1819.0,5.13,5.08,3.05 +14271,0.92,Very Good,D,SI1,60.8,58.0,5779.0,6.24,6.27,3.8 +31201,0.32,Ideal,D,SI1,59.3,55.0,756.0,4.53,4.51,2.68 +15571,1.0,Very Good,E,VS2,62.9,59.0,6245.0,6.27,6.38,3.98 +2608,0.9,Very Good,I,SI1,60.5,58.0,3220.0,6.22,6.27,3.78 +38034,0.32,Ideal,E,VVS2,61.3,55.0,1010.0,4.41,4.43,2.71 +12898,1.07,Ideal,I,VS1,62.0,53.0,5373.0,6.61,6.62,4.1 +7329,0.6,Ideal,D,VVS1,62.5,55.0,4209.0,5.42,5.4,3.38 +45549,0.51,Ideal,D,SI1,62.4,57.0,1687.0,5.13,5.09,3.19 +52726,0.74,Ideal,I,VS1,60.8,57.0,2557.0,5.86,5.88,3.57 +16301,1.01,Very Good,E,VS2,60.4,58.0,6522.0,6.47,6.6,3.95 +42115,0.54,Very Good,E,SI2,62.4,57.7,1278.0,5.19,5.2,3.25 +23092,2.25,Premium,I,SI2,61.9,59.0,11114.0,8.42,8.35,5.19 +19278,1.52,Premium,H,VS2,61.0,61.0,8001.0,7.45,7.38,4.52 +45264,0.54,Ideal,D,SI1,62.4,57.0,1662.0,5.19,5.23,3.25 +43097,0.51,Ideal,D,SI2,60.9,56.0,1383.0,5.18,5.2,3.16 +40458,0.5,Ideal,H,SI1,62.1,58.0,1140.0,5.04,5.07,3.14 +25672,1.34,Ideal,E,VVS2,62.6,54.0,14593.0,7.05,7.07,4.42 +1509,0.71,Very Good,G,VS1,59.3,55.0,2994.0,5.88,5.95,3.51 +9331,0.9,Good,F,VS1,63.5,57.0,4580.0,6.06,6.09,3.86 +50414,0.71,Good,G,VS2,64.1,56.0,2258.0,5.64,5.6,3.6 +9540,0.8,Ideal,D,VS1,62.4,56.0,4619.0,5.94,5.98,3.72 +42274,0.23,Very Good,E,VVS2,59.3,60.0,505.0,4.0,4.1,2.4 +30161,0.4,Good,D,SI1,63.3,57.0,720.0,4.68,4.71,2.97 +30924,0.34,Premium,E,VS2,61.9,58.0,745.0,4.43,4.45,2.75 +6557,0.9,Very Good,F,SI1,61.6,58.0,4074.0,6.12,6.26,3.81 +689,0.58,Very Good,E,IF,60.6,59.0,2852.0,5.37,5.43,3.27 +10017,1.13,Ideal,H,VS2,62.0,55.0,4708.0,6.68,6.65,4.13 +2809,0.88,Ideal,I,SI1,63.2,56.0,3264.0,6.04,6.09,3.83 +36519,0.3,Premium,F,VVS2,61.5,58.0,945.0,4.31,4.29,2.64 +29300,0.3,Ideal,I,VS2,61.5,58.0,438.0,4.28,4.31,2.64 +8344,1.02,Very Good,E,SI2,60.5,58.0,4398.0,6.54,6.58,3.97 +8358,1.02,Ideal,H,SI2,60.7,57.0,4398.0,6.54,6.51,3.96 +33670,0.38,Ideal,I,VVS2,62.0,55.0,836.0,4.65,4.67,2.89 +16455,1.21,Premium,H,SI1,59.8,58.0,6573.0,6.95,6.9,4.14 +17816,1.11,Premium,F,VS2,61.3,56.0,7179.0,6.68,6.63,4.08 +41775,0.49,Ideal,G,VS2,61.1,57.0,1246.0,5.12,5.09,3.12 +38385,0.42,Ideal,E,VS2,62.0,55.0,1024.0,4.82,4.8,2.98 +14089,1.35,Premium,J,SI1,61.1,61.0,5715.0,7.13,7.1,4.35 +31365,0.33,Ideal,F,VVS2,60.9,57.0,761.0,4.46,4.51,2.73 +35558,0.35,Premium,G,VS1,62.9,58.0,906.0,4.49,4.48,2.82 +22837,1.72,Premium,H,SI2,62.3,58.0,10869.0,7.71,7.6,4.77 +49765,0.53,Ideal,F,VVS2,60.8,56.0,2160.0,5.22,5.24,3.18 +6066,1.01,Very Good,G,SI2,63.0,58.0,3966.0,6.29,6.34,3.98 +13198,1.02,Very Good,H,SI1,61.0,59.0,5455.0,6.48,6.53,3.97 +34991,0.34,Premium,D,VS2,59.3,59.0,881.0,4.59,4.55,2.71 +4949,1.15,Good,J,SI2,63.8,60.0,3733.0,6.63,6.56,4.21 +16910,1.23,Ideal,H,SI1,61.7,55.0,6750.0,6.94,6.9,4.27 +17581,1.01,Very Good,F,VS1,62.5,60.0,7079.0,6.36,6.41,3.99 +25382,1.3,Premium,F,VVS1,59.3,59.0,14068.0,7.11,7.08,4.22 +25849,2.0,Premium,G,SI1,59.3,60.0,14918.0,8.19,8.13,4.84 +43116,0.52,Very Good,H,VS2,63.5,58.0,1385.0,5.12,5.11,3.25 +2840,0.9,Good,G,SI2,58.4,55.0,3269.0,6.34,6.39,3.72 +40261,0.33,Premium,G,SI1,62.3,59.0,492.0,4.39,4.44,2.75 +30943,0.24,Very Good,H,IF,61.3,56.0,449.0,4.04,4.06,2.48 +13642,1.1,Ideal,H,SI1,62.7,57.0,5583.0,6.6,6.63,4.15 +44811,0.5,Very Good,G,VS1,61.0,59.0,1624.0,5.09,5.14,3.12 +22034,0.34,Good,H,SI1,63.7,57.0,628.0,4.45,4.44,2.83 +33784,0.32,Very Good,G,VVS1,60.9,61.0,842.0,4.37,4.4,2.67 +29050,0.4,Premium,E,SI1,61.0,59.0,687.0,4.71,4.74,2.88 +19991,1.01,Ideal,F,VVS2,61.0,57.0,8532.0,6.46,6.52,3.96 +43675,0.5,Very Good,F,VS2,63.0,55.0,1436.0,5.04,5.09,3.19 +18197,1.57,Premium,I,VS2,60.8,59.0,7385.0,7.5,7.47,4.55 +10709,0.96,Fair,F,SI1,60.7,65.0,4849.0,6.43,6.28,3.86 +22707,0.35,Premium,I,VS2,62.9,57.0,630.0,4.53,4.5,2.84 +29219,0.34,Ideal,I,IF,61.6,54.0,695.0,4.5,4.53,2.78 +44432,0.64,Ideal,I,VS1,60.8,54.0,1589.0,5.55,5.6,3.39 +19946,1.07,Ideal,G,VVS2,61.8,55.0,8491.0,6.57,6.61,4.07 +35907,0.38,Premium,G,VS2,59.7,62.0,918.0,4.68,4.66,2.79 +42774,0.44,Ideal,G,IF,62.2,53.0,1348.0,4.9,4.94,3.06 +11282,1.03,Premium,E,SI2,62.0,59.0,4974.0,6.49,6.42,4.0 +13197,1.03,Very Good,I,VS1,62.9,53.0,5455.0,6.45,6.5,4.07 +879,1.0,Ideal,I,SI2,61.7,56.0,2873.0,6.45,6.41,3.97 +12487,1.05,Very Good,D,SI1,61.6,61.0,5255.0,6.5,6.55,4.02 +10171,1.3,Premium,H,SI2,60.4,61.0,4732.0,7.09,7.04,4.27 +31501,0.34,Ideal,G,VS2,62.2,53.0,765.0,4.51,4.46,2.79 +23658,1.55,Very Good,G,VS2,63.1,57.0,11703.0,7.36,7.31,4.63 +1722,0.32,Ideal,G,VS2,59.8,57.0,561.0,4.43,4.46,2.66 +43587,0.53,Very Good,E,SI1,63.6,57.0,1432.0,5.12,5.16,3.27 +13667,1.02,Premium,G,VS2,62.9,58.0,5593.0,6.41,6.37,4.02 +734,0.31,Ideal,I,VVS1,62.0,54.0,557.0,4.37,4.4,2.72 +23938,1.5,Premium,D,SI1,62.4,58.0,12069.0,7.27,7.31,4.55 +27726,2.01,Premium,G,SI1,60.3,59.0,18741.0,8.23,8.15,4.94 +26826,2.04,Ideal,I,SI1,61.0,57.0,16718.0,8.18,8.21,5.0 +21796,1.0,Very Good,F,VVS1,61.1,57.0,9870.0,6.36,6.51,3.93 +38782,0.31,Premium,H,IF,60.5,58.0,1046.0,4.44,4.38,2.67 +7152,0.9,Premium,D,SI1,61.8,59.0,4181.0,6.13,6.11,3.78 +38896,0.51,Fair,F,SI1,65.6,54.0,1052.0,5.07,5.02,3.31 +48992,0.72,Good,I,VS1,61.8,61.0,2048.0,5.67,5.72,3.53 +52283,0.85,Fair,I,SI1,65.8,65.0,2493.0,5.88,5.79,3.84 +26850,2.01,Premium,I,VS2,59.2,62.0,16778.0,8.17,8.14,4.83 +27868,0.38,Ideal,E,SI1,61.4,57.0,653.0,4.64,4.67,2.86 +40680,0.5,Premium,E,SI1,62.4,58.0,1155.0,5.06,5.01,3.14 +14826,1.24,Premium,I,SI1,58.9,59.0,5972.0,7.08,7.02,4.15 +21483,1.32,Ideal,G,VS2,61.1,57.0,9580.0,7.13,7.07,4.34 +23346,0.3,Ideal,G,SI2,61.4,56.0,422.0,4.33,4.34,2.66 +24207,1.52,Ideal,D,VS2,61.6,57.0,12392.0,7.42,7.35,4.55 +47359,0.5,Premium,H,IF,60.3,58.0,1846.0,5.14,5.18,3.11 +34956,0.3,Very Good,F,SI1,60.3,61.0,471.0,4.31,4.34,2.61 +49089,0.53,Premium,E,VS2,59.6,58.0,2061.0,5.36,5.32,3.18 +33943,0.31,Ideal,H,SI1,61.1,57.0,464.0,4.38,4.42,2.69 +22591,1.52,Ideal,I,VS1,62.4,57.0,10641.0,7.32,7.36,4.58 +26794,2.0,Good,H,SI1,63.6,58.0,16650.0,7.96,7.87,5.03 +36275,0.3,Ideal,G,SI1,62.2,57.0,477.0,4.26,4.29,2.66 +11584,1.5,Fair,I,I1,65.1,59.0,5040.0,7.12,6.96,4.58 +25753,1.52,Very Good,D,VS2,61.9,56.0,14698.0,7.31,7.35,4.54 +38451,0.31,Ideal,E,VVS1,62.4,56.0,1028.0,4.37,4.35,2.72 +13116,1.31,Good,H,SI2,64.1,57.0,5429.0,6.9,6.84,4.41 +25266,1.71,Very Good,H,VS1,62.0,56.0,13904.0,7.64,7.68,4.75 +28070,0.39,Very Good,F,SI1,60.0,55.0,661.0,4.76,4.79,2.86 +39409,0.41,Premium,F,VS1,60.7,56.0,1076.0,4.82,4.77,2.91 +41152,0.45,Good,D,VS2,63.7,61.0,1197.0,4.81,4.73,3.04 +1529,0.87,Premium,F,SI2,61.6,58.0,2999.0,6.14,6.1,3.77 +10044,0.31,Ideal,J,SI1,61.3,56.0,418.0,4.37,4.4,2.69 +22932,1.7,Ideal,I,SI1,60.4,58.0,10967.0,7.73,7.67,4.65 +2693,0.9,Premium,G,SI2,62.1,58.0,3246.0,6.13,6.08,3.79 +53312,0.72,Ideal,I,VS2,61.2,57.0,2650.0,5.75,5.79,3.53 +89,0.24,Premium,H,VVS2,60.7,58.0,554.0,4.07,4.04,2.46 +4934,0.91,Fair,D,SI1,65.2,57.0,3730.0,6.08,6.04,3.95 +51634,0.31,Very Good,H,VS1,61.4,61.0,544.0,4.33,4.36,2.67 +28653,0.3,Premium,E,SI1,60.0,60.0,675.0,4.38,4.36,2.62 +4571,0.76,Ideal,H,VVS1,61.9,54.0,3648.0,5.87,5.9,3.64 +49521,0.61,Very Good,H,VS1,60.1,56.0,2123.0,5.55,5.59,3.35 +42933,0.32,Premium,H,VS2,60.5,59.0,505.0,4.39,4.43,2.67 +12070,1.02,Very Good,F,SI1,60.7,59.0,5155.0,6.49,6.55,3.96 +12584,1.07,Ideal,H,SI1,61.0,56.0,5281.0,6.6,6.68,4.05 +10291,1.0,Good,G,SI1,57.2,59.0,4758.0,6.66,6.62,3.8 +45328,0.32,Ideal,H,VS1,62.1,55.0,524.0,4.39,4.4,2.73 +51514,0.7,Fair,G,VS1,56.2,65.0,2384.0,5.93,5.88,3.32 +22863,1.63,Good,F,SI1,57.7,60.0,10901.0,7.71,7.79,4.47 +43630,0.43,Premium,G,IF,61.1,58.0,1433.0,4.86,4.89,2.98 +7643,1.03,Very Good,H,SI2,62.3,57.0,4268.0,6.43,6.48,4.02 +49836,0.82,Premium,J,SI1,61.2,58.0,2168.0,5.99,6.04,3.68 +46296,0.3,Very Good,E,SI1,61.7,56.0,526.0,4.27,4.29,2.64 +37249,0.51,Very Good,J,SI1,63.2,56.0,977.0,5.06,5.1,3.21 +30012,0.42,Very Good,F,SI1,63.1,56.0,717.0,4.77,4.8,3.02 +36665,0.36,Ideal,E,VS2,61.8,56.0,949.0,4.57,4.59,2.83 +14075,1.03,Ideal,E,SI1,62.0,53.0,5710.0,6.5,6.47,4.02 +33433,0.32,Premium,G,VS1,60.6,60.0,828.0,4.44,4.4,2.68 +45754,0.61,Premium,G,VS1,61.7,60.0,1704.0,5.46,5.4,3.35 +17880,1.5,Good,G,SI2,63.7,58.0,7216.0,7.15,7.22,4.58 +41764,0.38,Ideal,E,VVS1,62.4,53.2,1245.0,4.62,4.66,2.9 +26084,1.54,Premium,E,VS2,62.7,58.0,15316.0,7.37,7.33,4.61 +31069,0.33,Ideal,G,VVS2,60.1,57.0,752.0,4.48,4.51,2.7 +7099,0.71,Ideal,F,VVS2,62.2,56.0,4167.0,5.7,5.74,3.56 +16388,1.18,Premium,F,SI1,62.3,59.0,6542.0,6.75,6.67,4.18 +8034,0.91,Very Good,F,SI2,62.5,58.0,4334.0,6.1,6.16,3.83 +19494,1.23,Premium,G,VS2,61.1,57.0,8128.0,6.96,6.91,4.24 +43280,0.3,Premium,G,SI2,62.3,59.0,506.0,4.29,4.25,2.66 +47672,0.51,Ideal,D,VS2,61.7,55.0,1882.0,5.14,5.11,3.16 +23942,1.68,Ideal,G,SI1,61.6,55.0,12075.0,7.69,7.64,4.72 +45170,0.73,Premium,J,VS2,62.8,58.0,1654.0,5.77,5.71,3.6 +32910,0.42,Ideal,D,SI1,62.0,55.0,810.0,4.83,4.84,3.0 +34857,0.3,Ideal,G,VVS2,62.7,57.0,878.0,4.32,4.26,2.69 +16363,0.33,Ideal,D,SI1,62.5,54.0,608.0,4.43,4.44,2.77 +1308,0.74,Very Good,H,VS1,61.4,56.0,2956.0,5.81,5.84,3.57 +18107,1.33,Ideal,I,VS2,62.6,55.0,7325.0,7.01,7.05,4.4 +20911,1.24,Ideal,G,VS1,60.1,58.0,9123.0,7.03,6.97,4.21 +40233,0.41,Ideal,G,VVS1,61.5,57.0,1123.0,4.79,4.82,2.95 +18091,1.27,Very Good,I,VS2,59.2,60.0,7312.0,7.11,7.08,4.2 +34777,0.41,Premium,D,SI2,62.7,58.0,876.0,4.78,4.75,2.99 +21562,1.5,Very Good,H,SI1,60.7,63.0,9660.0,7.3,7.27,4.42 +28397,0.33,Premium,H,VS2,61.7,59.0,668.0,4.42,4.39,2.72 +25911,2.22,Very Good,I,SI2,62.9,59.0,15047.0,8.2,8.24,5.17 +36366,0.33,Ideal,F,VVS1,60.6,56.0,939.0,4.47,4.51,2.72 +40517,0.44,Ideal,I,VVS1,60.9,56.0,1145.0,4.9,4.96,3.0 +2422,0.91,Very Good,J,SI2,62.0,56.0,3181.0,6.18,6.23,3.85 +23057,1.5,Premium,H,VS1,62.1,59.0,11088.0,7.27,7.31,4.53 +25414,1.56,Premium,G,VS1,60.9,58.0,14139.0,7.49,7.53,4.57 +21843,1.0,Premium,F,VVS1,61.0,60.0,9901.0,6.43,6.39,3.91 +26912,1.54,Premium,D,VS2,62.7,59.0,16921.0,7.33,7.29,4.58 +17136,1.28,Ideal,I,VS2,61.6,57.0,6838.0,7.01,6.98,4.31 +17918,1.7,Very Good,H,SI2,63.5,58.0,7235.0,7.5,7.43,4.74 +44120,0.5,Premium,E,VS2,62.7,59.0,1559.0,5.02,5.06,3.16 +29558,0.33,Ideal,F,SI1,60.6,56.0,705.0,4.49,4.46,2.71 +2098,0.77,Ideal,G,VS2,62.1,56.0,3114.0,5.85,5.88,3.64 +27313,2.02,Premium,E,SI2,59.8,58.0,17825.0,8.2,8.16,4.89 +52473,0.7,Premium,E,SI1,61.9,60.0,2518.0,5.67,5.6,3.49 +10232,1.06,Ideal,I,SI1,61.9,54.0,4745.0,6.56,6.59,4.07 +37805,0.35,Very Good,G,IF,60.5,56.0,1001.0,4.56,4.6,2.77 +9869,1.03,Ideal,G,SI1,62.4,57.0,4679.0,6.47,6.52,4.05 +17192,1.0,Very Good,G,VS1,59.4,59.0,6867.0,6.52,6.54,3.88 +21190,1.61,Premium,I,VS2,58.4,59.0,9341.0,7.73,7.68,4.5 +14346,1.22,Ideal,H,SI2,61.7,56.0,5807.0,6.91,6.83,4.24 +42711,0.56,Ideal,F,SI1,61.4,57.0,1340.0,5.28,5.3,3.25 +46188,0.71,Good,I,VS2,64.0,59.0,1748.0,5.55,5.61,3.57 +49387,0.73,Premium,H,SI2,61.2,58.0,2102.0,5.84,5.8,3.56 +22334,1.35,Ideal,G,VS1,61.5,56.0,10378.0,7.15,7.12,4.39 +9771,1.11,Premium,H,SI2,61.6,60.0,4662.0,6.67,6.6,4.09 +11497,1.0,Good,I,VS1,63.7,56.0,5018.0,6.34,6.32,4.03 +23396,0.36,Premium,E,SI1,60.9,60.0,631.0,4.56,4.61,2.79 +21645,1.24,Premium,D,VS2,59.3,58.0,9738.0,7.03,7.09,4.19 +41125,0.6,Premium,D,SI2,62.0,57.0,1196.0,5.43,5.35,3.34 +4257,0.71,Very Good,E,VVS2,61.5,61.0,3580.0,5.7,5.75,3.52 +7317,1.02,Very Good,F,SI2,60.0,60.0,4207.0,6.53,6.57,3.93 +47074,0.52,Ideal,D,VS2,62.3,56.0,1822.0,5.11,5.16,3.2 +20527,1.52,Premium,I,SI1,60.5,60.0,8852.0,7.48,7.4,4.5 +30609,0.34,Very Good,G,SI2,62.8,59.0,447.0,4.45,4.47,2.8 +23303,1.03,Premium,D,VVS2,60.1,58.0,11335.0,6.55,6.6,3.95 +47595,0.53,Premium,D,VS2,62.4,59.0,1877.0,5.18,5.14,3.22 +32797,0.39,Very Good,I,VVS1,61.3,58.0,805.0,4.74,4.78,2.92 +6636,1.0,Premium,H,SI2,63.0,61.0,4088.0,6.35,6.31,3.99 +51452,0.6,Premium,H,VS1,60.8,59.0,2376.0,5.49,5.43,3.32 +47022,0.56,Premium,E,VS2,61.8,59.0,1819.0,5.27,5.34,3.28 +36246,0.41,Ideal,E,VS2,61.8,57.0,935.0,4.76,4.78,2.95 +28770,0.31,Ideal,E,VS2,62.3,57.0,680.0,4.32,4.35,2.7 +32078,0.33,Ideal,D,VS2,62.1,54.0,781.0,4.43,4.46,2.76 +2611,1.15,Premium,H,SI2,60.4,58.0,3220.0,6.8,6.75,4.09 +17092,1.34,Premium,H,SI1,62.4,57.0,6814.0,7.07,6.96,4.38 +37101,0.41,Good,E,SI1,63.9,58.0,969.0,4.72,4.7,3.01 +7987,1.01,Good,G,SI1,63.2,55.0,4326.0,6.32,6.4,4.02 +27056,0.28,Premium,H,VVS1,59.9,62.0,646.0,4.28,4.23,2.55 +41628,0.24,Ideal,H,IF,62.1,57.0,504.0,4.0,4.04,2.5 +28056,0.42,Ideal,D,SI2,62.0,54.0,660.0,4.8,4.85,2.99 +23684,1.55,Premium,H,VS2,60.7,59.0,11738.0,7.46,7.5,4.54 +39286,0.3,Ideal,H,VS2,61.9,57.0,491.0,4.28,4.31,2.66 +8925,1.01,Good,H,SI1,62.9,57.0,4496.0,6.27,6.36,3.97 +7998,1.01,Premium,G,SI2,62.7,58.0,4327.0,6.44,6.38,4.02 +25195,2.07,Premium,E,SI2,58.9,61.0,13786.0,8.45,8.35,4.95 +30032,0.39,Very Good,J,VVS1,61.8,56.0,718.0,4.64,4.71,2.89 +45201,0.51,Premium,E,VS2,60.3,59.0,1656.0,5.2,5.22,3.14 +15223,1.07,Premium,D,SI1,60.2,55.0,6112.0,6.68,6.64,4.01 +16730,0.3,Premium,D,VS1,60.2,59.0,610.0,4.39,4.42,2.65 +22581,1.5,Very Good,G,SI1,63.6,58.0,10633.0,7.14,7.29,4.59 +26550,1.01,Premium,D,IF,61.6,56.0,16234.0,6.46,6.43,3.97 +29121,0.3,Good,D,VVS2,64.2,55.0,689.0,4.23,4.28,2.73 +14191,1.02,Very Good,G,VS2,63.5,56.0,5758.0,6.43,6.38,4.07 +17576,1.02,Ideal,G,VS1,61.1,56.0,7077.0,6.51,6.54,3.99 +44146,0.5,Premium,E,SI1,61.0,61.0,1562.0,5.11,5.09,3.11 +16357,0.3,Premium,H,VS2,62.5,59.0,608.0,4.28,4.23,2.66 +28532,0.33,Ideal,I,IF,62.0,54.0,675.0,4.46,4.48,2.77 +28188,0.4,Very Good,H,SI1,62.6,57.0,666.0,4.66,4.7,2.93 +25803,2.01,Fair,G,SI2,63.8,59.0,14799.0,7.77,7.87,4.99 +25921,2.0,Good,I,SI1,63.0,61.0,15072.0,7.93,7.97,5.01 +4302,0.7,Premium,G,IF,62.2,58.0,3591.0,5.63,5.69,3.52 +5683,0.94,Very Good,E,SI2,62.0,58.0,3886.0,6.23,6.29,3.88 +44026,0.51,Ideal,E,SI1,61.3,55.0,1546.0,5.17,5.11,3.15 +23202,2.04,Premium,J,VS2,60.9,59.0,11209.0,8.25,8.21,5.01 +25153,1.56,Ideal,G,SI1,60.4,56.0,13724.0,7.51,7.55,4.55 +49047,0.51,Ideal,D,VS2,61.6,57.0,2056.0,5.19,5.14,3.18 +1016,0.74,Ideal,E,VS2,61.9,57.0,2901.0,5.81,5.78,3.59 +13671,1.17,Very Good,G,SI2,61.2,58.0,5595.0,6.84,6.86,4.19 +43135,0.56,Premium,D,SI2,60.4,58.0,1388.0,5.32,5.37,3.23 +11058,0.4,Ideal,H,SI2,61.9,58.0,596.0,4.71,4.73,2.92 +31608,0.3,Premium,J,VS2,60.6,59.0,368.0,4.34,4.38,2.64 +16686,0.31,Ideal,H,SI2,61.3,55.0,421.0,4.35,4.38,2.67 +6215,1.03,Good,G,SI2,63.7,60.0,4001.0,6.35,6.28,4.02 +9344,1.03,Ideal,G,SI2,61.8,55.0,4582.0,6.46,6.51,4.01 +33592,0.37,Premium,H,VS1,60.9,60.0,833.0,4.63,4.6,2.81 +47266,0.65,Good,F,SI1,58.1,61.0,1843.0,5.66,5.74,3.31 +16756,1.45,Very Good,J,VS2,62.8,57.0,6671.0,7.14,7.17,4.49 +50305,0.33,Very Good,F,SI1,61.2,58.1,544.0,4.48,4.51,2.75 +48920,0.7,Very Good,J,VVS1,63.3,55.0,2042.0,5.63,5.68,3.58 +7334,0.9,Very Good,G,VS2,61.0,60.0,4210.0,6.21,6.24,3.8 +37770,0.41,Premium,E,VS2,62.1,58.0,999.0,4.78,4.75,2.96 +8000,1.01,Premium,G,SI2,61.9,59.0,4327.0,6.46,6.39,3.98 +46494,0.52,Ideal,F,VS1,62.0,57.0,1778.0,5.13,5.16,3.19 +8176,1.05,Premium,F,SI2,62.8,55.0,4363.0,6.55,6.48,4.09 +25183,1.52,Premium,G,VS2,62.8,60.0,13768.0,7.26,7.22,4.55 +3467,0.85,Ideal,I,SI1,61.4,56.0,3392.0,6.06,6.12,3.74 +15176,1.01,Premium,F,VS2,62.0,59.0,6097.0,6.45,6.38,3.98 +12340,1.02,Premium,G,SI1,58.9,59.0,5226.0,6.59,6.55,3.87 +11042,0.33,Ideal,G,SI2,60.2,57.0,594.0,4.5,4.47,2.7 +19813,1.6,Ideal,I,SI2,61.9,57.0,8377.0,7.48,7.51,4.64 +52965,0.24,Very Good,F,IF,60.0,57.0,552.0,4.07,4.1,2.45 +14010,1.01,Good,D,SI1,58.4,62.0,5700.0,6.48,6.5,3.79 +41866,0.38,Premium,F,VVS1,61.6,58.0,1257.0,4.65,4.61,2.85 +21200,1.51,Ideal,I,SI1,62.6,55.0,9344.0,7.37,7.26,4.58 +12292,1.23,Ideal,J,VS2,61.5,57.0,5217.0,6.9,6.95,4.26 +8053,0.23,Very Good,F,VVS2,61.5,56.0,583.0,3.95,4.0,2.44 +6818,1.01,Premium,G,SI1,63.0,60.0,4118.0,6.34,6.3,3.98 +18925,1.42,Ideal,J,VVS2,61.9,55.0,7773.0,7.19,7.24,4.47 +8531,0.9,Very Good,H,VS1,62.5,58.0,4428.0,6.09,6.13,3.82 +16887,1.26,Ideal,G,SI1,59.6,57.0,6738.0,7.08,7.04,4.21 +20252,1.59,Ideal,J,VS2,62.9,58.0,8681.0,7.45,7.39,4.66 +51833,0.58,Ideal,D,VVS2,63.0,56.0,2421.0,5.35,5.28,3.35 +10981,1.13,Ideal,H,SI2,61.6,55.0,4911.0,6.68,6.72,4.13 +37799,0.35,Ideal,E,VVS1,61.7,54.0,1000.0,4.56,4.58,2.82 +3710,1.0,Premium,E,SI2,58.5,59.0,3450.0,6.62,6.51,3.84 +28046,0.29,Very Good,G,VS1,58.1,59.0,660.0,4.39,4.42,2.56 +33654,0.39,Premium,E,SI2,63.0,61.0,834.0,4.65,4.62,2.92 +42080,0.57,Very Good,G,SI1,60.4,58.0,1273.0,5.37,5.42,3.26 +26321,2.4,Fair,J,SI2,65.4,56.0,15824.0,8.35,8.29,5.44 +5099,0.91,Very Good,H,SI2,63.3,58.0,3756.0,6.11,6.06,3.85 +45817,0.5,Ideal,D,VS2,61.9,59.0,1712.0,5.07,5.1,3.15 +18801,1.06,Very Good,G,VVS2,62.9,56.0,7695.0,6.56,6.6,4.14 +13824,1.11,Ideal,H,VS2,64.0,58.0,5632.0,6.52,6.46,4.16 +15371,0.3,Premium,F,VS2,60.6,60.0,605.0,4.36,4.39,2.65 +43483,0.38,Very Good,E,IF,59.5,57.0,1421.0,4.77,4.84,2.86 +9034,0.36,Ideal,H,VS2,61.0,57.0,587.0,4.59,4.63,2.81 +47969,0.52,Ideal,D,VS2,61.8,55.0,1919.0,5.19,5.16,3.2 +22768,1.01,Ideal,E,VVS1,61.8,54.0,10789.0,6.43,6.49,3.99 +2367,1.5,Fair,H,I1,69.3,61.0,3175.0,6.99,6.81,4.78 +47678,0.51,Ideal,D,VS2,61.8,55.0,1882.0,5.16,5.1,3.17 +37330,0.45,Fair,E,VS2,66.9,60.0,980.0,4.78,4.71,3.18 +53497,0.73,Premium,G,VS1,63.0,57.0,2683.0,5.75,5.67,3.6 +25064,1.83,Very Good,I,VS1,61.9,57.0,13587.0,7.85,7.91,4.88 +37304,0.7,Fair,G,I1,68.3,56.0,978.0,5.52,5.4,3.73 +24121,1.52,Good,F,VS2,57.8,59.0,12283.0,7.58,7.5,4.36 +13440,1.46,Premium,I,SI2,62.4,59.0,5519.0,7.21,7.16,4.49 +5366,0.91,Fair,H,SI1,64.7,56.0,3816.0,6.1,6.07,3.94 +41648,0.5,Fair,E,SI1,61.7,68.0,1238.0,5.09,5.03,3.12 +8770,1.04,Premium,G,SI1,62.8,57.0,4467.0,6.5,6.41,4.05 +45705,0.56,Ideal,I,VVS1,62.0,57.0,1698.0,5.33,5.29,3.29 +23120,1.28,Ideal,G,VVS1,62.1,56.0,11147.0,6.93,6.96,4.31 +48170,0.79,Good,F,SI2,64.3,60.0,1943.0,5.82,5.75,3.72 +6920,1.0,Good,H,SI1,56.8,65.0,4138.0,6.61,6.49,3.72 +46969,0.32,Ideal,I,VS1,61.7,55.6,529.0,4.41,4.43,2.73 +10749,1.02,Ideal,F,SI2,62.6,56.0,4851.0,6.38,6.44,4.01 +17957,2.31,Fair,G,I1,67.4,56.0,7257.0,8.05,7.99,5.41 +1594,0.8,Ideal,I,VS1,60.7,59.0,3010.0,5.98,6.02,3.64 +41849,0.58,Ideal,H,SI1,62.2,57.0,1255.0,5.34,5.37,3.33 +13139,1.05,Ideal,E,SI1,62.1,57.0,5436.0,6.48,6.5,4.03 +29854,0.3,Very Good,D,VS2,62.9,56.0,710.0,4.24,4.28,2.68 +17654,1.21,Very Good,H,VS2,59.1,59.0,7113.0,6.95,6.99,4.12 +5926,0.92,Premium,E,SI2,62.1,58.0,3941.0,6.22,6.18,3.85 +28168,0.32,Ideal,G,VS1,61.6,55.0,665.0,4.43,4.5,2.75 +29126,0.4,Ideal,D,SI1,60.6,57.0,690.0,4.75,4.82,2.9 +101,0.75,Very Good,D,SI1,63.2,56.0,2760.0,5.8,5.75,3.65 +46792,0.5,Very Good,G,VVS2,63.4,57.0,1806.0,5.1,5.06,3.22 +45286,0.52,Ideal,G,VS1,60.9,56.0,1662.0,5.2,5.24,3.18 +7058,0.33,Ideal,E,SI1,62.4,56.0,579.0,4.41,4.43,2.76 +2686,0.81,Very Good,E,SI1,61.9,58.0,3243.0,5.92,5.97,3.68 +17471,1.05,Very Good,G,VS1,62.3,56.0,7010.0,6.45,6.51,4.04 +3828,0.7,Ideal,D,SI1,61.8,55.0,3471.0,5.72,5.74,3.54 +21464,1.52,Premium,D,SI2,60.6,62.0,9561.0,7.42,7.37,4.48 +39567,0.44,Very Good,F,VS1,61.2,61.0,1081.0,4.83,4.88,2.97 +13598,1.18,Very Good,G,SI2,62.4,56.0,5562.0,6.8,6.83,4.25 +22428,1.07,Ideal,E,VVS2,61.8,54.0,10453.0,6.56,6.61,4.07 +53912,0.57,Premium,E,IF,59.8,60.0,2753.0,5.43,5.38,3.23 +18029,1.09,Ideal,G,VS2,62.8,57.0,7292.0,6.54,6.58,4.12 +24201,2.0,Premium,G,SI2,60.3,57.0,12388.0,8.25,8.06,4.92 +932,0.72,Ideal,D,SI1,61.8,56.0,2883.0,5.75,5.81,3.57 +32585,0.31,Ideal,G,IF,62.0,54.0,801.0,4.35,4.39,2.71 +14743,1.21,Ideal,H,SI1,62.0,56.0,5936.0,6.86,6.81,4.24 +19559,1.5,Premium,I,SI1,58.6,62.0,8190.0,7.46,7.43,4.36 +9030,1.05,Ideal,I,SI1,62.1,59.0,4516.0,6.5,6.47,4.03 +30090,0.32,Premium,H,VS1,60.5,59.0,720.0,4.42,4.41,2.67 +17598,1.21,Ideal,I,VVS1,61.6,55.0,7086.0,6.88,6.8,4.21 +41231,0.43,Ideal,D,VS1,61.6,56.0,1207.0,4.85,4.86,2.99 +19944,1.5,Premium,H,SI2,62.3,60.0,8490.0,7.22,7.3,4.52 +51650,0.26,Very Good,G,VVS1,61.8,57.0,545.0,4.06,4.1,2.52 +50839,0.51,Premium,F,VVS2,61.9,56.0,2310.0,5.17,5.13,3.19 +35178,0.31,Ideal,G,IF,61.8,55.0,891.0,4.35,4.39,2.7 +5435,0.53,Very Good,D,IF,59.8,60.0,3827.0,5.22,5.28,3.14 +52280,0.81,Very Good,G,SI2,62.9,56.9,2493.0,5.89,5.96,3.73 +24404,1.51,Premium,E,SI1,61.5,58.0,12644.0,7.38,7.33,4.52 +36178,0.52,Ideal,J,SI1,62.0,54.0,930.0,5.15,5.18,3.2 +34326,0.39,Premium,E,SI1,59.1,59.0,860.0,4.81,4.76,2.83 +3893,0.9,Very Good,I,VS2,63.4,57.0,3489.0,6.07,6.1,3.86 +30185,0.31,Ideal,E,VS1,61.2,55.0,722.0,4.4,4.43,2.7 +36541,0.4,Premium,F,SI1,61.2,58.0,945.0,4.74,4.71,2.89 +32623,0.31,Ideal,H,SI1,61.5,56.5,457.0,4.34,4.36,2.67 +48907,0.62,Very Good,F,VS2,59.8,58.0,2041.0,5.55,5.59,3.33 +43404,0.46,Ideal,G,VVS1,61.5,55.0,1412.0,4.97,5.01,3.07 +26992,2.05,Premium,E,SI2,59.7,59.0,17081.0,8.27,8.39,4.97 +40688,0.5,Fair,F,SI2,61.1,67.0,1156.0,5.07,5.04,3.09 +37183,0.48,Premium,H,SI2,58.5,59.0,972.0,5.16,5.13,3.01 +53675,0.71,Very Good,G,SI1,60.0,59.0,2711.0,5.76,5.8,3.47 +13441,1.06,Very Good,F,SI1,63.4,58.0,5520.0,6.51,6.42,4.1 +10246,1.01,Good,H,SI1,63.4,59.0,4749.0,6.28,6.34,4.0 +39983,0.41,Ideal,I,VVS1,61.8,55.0,1107.0,4.79,4.76,2.95 +41267,0.31,Ideal,I,VS1,62.5,53.4,502.0,4.31,4.34,2.7 +49217,0.54,Ideal,G,VVS1,62.2,56.0,2080.0,5.18,5.23,3.24 +8083,1.01,Premium,D,SI2,61.8,57.0,4338.0,6.47,6.42,3.98 +27912,0.26,Very Good,F,VVS1,62.0,55.0,657.0,4.08,4.13,2.54 +35366,0.38,Premium,H,VS2,60.9,60.0,898.0,4.67,4.62,2.83 +42199,0.56,Ideal,G,SI1,63.0,55.0,1287.0,5.26,5.22,3.3 +27888,0.3,Ideal,G,VVS2,61.6,57.0,655.0,4.28,4.32,2.65 +17804,1.5,Good,J,VS2,61.7,56.0,7177.0,7.23,7.33,4.49 +11786,0.92,Very Good,D,SI1,62.0,58.0,5086.0,6.18,6.21,3.84 +27966,0.3,Ideal,E,VS2,62.6,54.0,658.0,4.28,4.31,2.69 +52593,1.03,Good,I,I1,57.9,59.0,2540.0,6.67,6.62,3.85 +30133,0.32,Very Good,G,VS2,63.3,54.0,720.0,4.39,4.36,2.77 +128,0.61,Very Good,D,VVS2,59.6,57.0,2763.0,5.56,5.58,3.32 +205,0.98,Fair,H,SI2,67.9,60.0,2777.0,6.05,5.97,4.08 +36018,0.39,Very Good,I,VS1,63.1,58.0,921.0,4.68,4.61,2.93 +611,0.71,Premium,F,VS1,59.0,60.0,2839.0,5.82,5.8,3.43 +24064,1.33,Ideal,G,VVS2,62.6,57.0,12209.0,7.04,6.99,4.39 +2378,0.32,Very Good,I,VVS2,63.0,57.0,561.0,4.33,4.37,2.74 +22443,1.35,Ideal,G,VS1,60.9,54.0,10471.0,7.18,7.15,4.36 +29482,0.32,Ideal,E,VS2,62.3,56.0,702.0,4.38,4.41,2.74 +46198,0.7,Fair,I,SI1,65.2,58.0,1749.0,5.6,5.56,3.64 +37828,0.33,Ideal,E,VS1,59.6,56.0,1002.0,4.54,4.49,2.69 +45946,0.56,Ideal,F,VS2,62.6,55.0,1723.0,5.25,5.29,3.3 +29577,0.41,Very Good,F,SI1,63.0,56.0,705.0,4.71,4.78,2.99 +21908,1.71,Very Good,H,VS1,63.5,59.0,9974.0,7.59,7.52,4.8 +50100,0.71,Premium,H,SI1,62.5,60.0,2207.0,5.75,5.68,3.57 +52361,0.8,Very Good,H,SI2,63.4,58.0,2502.0,5.87,5.84,3.71 +31502,0.34,Premium,G,VS2,61.6,60.0,765.0,4.49,4.47,2.76 +8367,0.9,Very Good,G,VS2,58.8,61.0,4400.0,6.28,6.3,3.7 +45209,0.51,Ideal,G,VS1,61.0,55.0,1656.0,5.11,5.21,3.15 +38404,0.35,Ideal,H,VVS1,61.5,57.0,1024.0,4.54,4.53,2.79 +6496,0.9,Premium,F,SI1,60.4,59.0,4062.0,6.29,6.32,3.81 +35308,0.3,Very Good,H,VS2,60.9,61.0,473.0,4.27,4.3,2.61 +47423,0.7,Good,F,SI2,64.3,57.0,1851.0,5.6,5.53,3.58 +52247,0.7,Ideal,I,VVS2,62.7,54.0,2487.0,5.65,5.69,3.55 +52712,0.74,Premium,E,SI2,59.1,60.0,2553.0,5.98,5.94,3.52 +27243,2.07,Ideal,G,SI2,62.2,54.0,17614.0,8.16,8.21,5.09 +27359,2.02,Ideal,I,VS1,62.3,59.0,17936.0,8.02,8.06,5.01 +26022,0.34,Premium,F,VS2,58.1,61.0,645.0,4.6,4.55,2.66 +34429,0.3,Ideal,G,IF,62.2,55.0,863.0,4.31,4.34,2.69 +14236,1.02,Ideal,I,VVS2,62.1,54.0,5767.0,6.47,6.51,4.03 +17558,1.7,Ideal,H,I1,62.6,54.1,7068.0,7.58,7.63,4.77 +25514,1.87,Very Good,H,SI1,62.9,58.0,14308.0,7.79,7.83,4.91 +5475,0.71,Ideal,D,VS2,61.0,56.0,3838.0,5.76,5.81,3.53 +17296,1.03,Very Good,G,VS2,61.0,58.0,6931.0,6.5,6.54,3.98 +11459,1.14,Premium,F,SI2,60.8,58.0,5008.0,6.79,6.74,4.11 +47949,0.53,Ideal,E,VS1,61.5,55.0,1917.0,5.22,5.24,3.22 +19215,1.41,Very Good,H,SI1,62.9,57.0,7956.0,7.04,7.08,4.44 +40352,0.43,Premium,G,VVS2,62.3,60.0,1129.0,4.85,4.78,3.0 +47785,0.52,Ideal,G,VVS2,61.6,57.0,1897.0,5.16,5.2,3.19 +595,0.76,Very Good,H,SI1,60.9,55.0,2838.0,5.92,5.94,3.61 +10876,1.06,Very Good,H,SI1,62.2,58.0,4878.0,6.45,6.53,4.04 +43207,0.52,Ideal,J,SI1,62.3,56.0,1395.0,5.12,5.16,3.2 +51181,0.71,Ideal,E,VS2,62.5,56.0,2347.0,5.7,5.75,3.58 +49546,0.54,Very Good,G,IF,62.5,58.0,2128.0,5.19,5.27,3.27 +43249,0.38,Premium,D,VVS1,60.4,59.0,1400.0,4.7,4.71,2.84 +44182,0.5,Very Good,E,VS2,62.4,57.0,1568.0,5.01,5.03,3.13 +33987,0.42,Ideal,G,VS2,60.8,57.0,847.0,4.82,4.85,2.94 +20886,1.62,Premium,F,SI2,61.6,60.0,9106.0,7.52,7.55,4.64 +46651,0.51,Premium,D,VS2,59.7,58.0,1787.0,5.18,5.24,3.11 +15669,1.0,Very Good,E,VS2,64.0,59.0,6285.0,6.22,6.31,4.01 +51763,0.53,Ideal,E,VVS1,61.7,57.0,2407.0,5.17,5.21,3.2 +6843,1.04,Premium,D,SI2,60.9,57.0,4123.0,6.54,6.49,3.97 +44502,0.6,Very Good,F,SI1,63.2,57.0,1599.0,5.39,5.33,3.39 +34145,0.33,Ideal,H,VVS2,60.9,57.0,854.0,4.52,4.48,2.74 +49496,1.0,Fair,J,SI2,69.9,61.0,2117.0,6.13,5.86,4.23 +52386,0.79,Ideal,I,SI1,61.2,55.0,2507.0,5.95,5.98,3.65 +28232,0.33,Ideal,G,VS1,62.3,54.0,666.0,4.45,4.48,2.78 +49367,0.57,Ideal,D,VS2,61.7,56.0,2099.0,5.3,5.37,3.29 +38312,0.46,Ideal,J,VVS1,62.5,56.0,1018.0,4.93,4.89,3.07 +40850,0.56,Ideal,G,SI2,61.9,54.0,1173.0,5.29,5.34,3.29 +8173,1.05,Premium,F,SI2,61.7,60.0,4363.0,6.58,6.49,4.03 +26020,0.31,Ideal,G,VS1,60.8,57.0,645.0,4.39,4.42,2.68 +22580,1.32,Ideal,G,VS1,62.4,53.0,10631.0,7.03,7.08,4.4 +6149,1.06,Premium,E,SI2,60.0,59.0,3989.0,6.64,6.59,3.97 +44409,0.51,Ideal,E,SI1,60.9,56.0,1585.0,5.16,5.19,3.15 +10331,1.12,Good,I,VS2,63.8,55.0,4766.0,6.57,6.63,4.21 +50483,0.7,Ideal,I,VS2,62.2,55.0,2268.0,5.73,5.69,3.55 +39310,0.5,Fair,F,SI1,64.7,60.0,1069.0,4.99,4.84,3.18 +53302,0.3,Ideal,I,VVS1,61.3,57.0,552.0,4.31,4.34,2.65 +37386,0.4,Ideal,F,VS1,61.1,56.0,982.0,4.75,4.78,2.91 +31757,0.44,Premium,G,SI1,60.1,60.0,772.0,4.86,4.95,2.95 +17132,1.11,Ideal,H,VVS2,61.4,57.0,6837.0,6.63,6.67,4.08 +46080,0.64,Ideal,G,SI1,61.6,55.0,1737.0,5.55,5.59,3.43 +10389,0.31,Ideal,G,SI1,62.2,55.0,593.0,4.38,4.36,2.72 +44141,0.51,Ideal,F,VS2,61.3,56.0,1562.0,5.14,5.11,3.14 +12976,1.07,Ideal,E,SI2,61.4,57.0,5393.0,6.62,6.57,4.05 +7078,0.33,Premium,H,VS1,61.9,58.0,579.0,4.43,4.45,2.75 +11992,1.04,Ideal,F,SI1,61.2,56.0,5145.0,6.54,6.6,4.02 +25533,2.55,Premium,I,SI2,62.9,58.0,14351.0,8.7,8.59,5.44 +8660,1.2,Very Good,J,SI1,60.5,59.0,4455.0,6.79,6.84,4.12 +27430,2.25,Premium,H,SI2,62.8,59.0,18034.0,0.0,0.0,0.0 +25809,2.01,Very Good,J,VS1,61.2,60.0,14812.0,8.06,8.14,4.96 +18948,1.29,Ideal,F,SI1,61.4,61.0,7790.0,7.0,6.97,4.29 +36252,0.41,Premium,E,VS2,59.8,60.0,935.0,4.83,4.87,2.9 +39687,0.4,Very Good,F,VVS2,62.8,56.0,1088.0,4.69,4.73,2.96 +8249,1.01,Very Good,I,SI1,60.0,62.0,4375.0,6.41,6.53,3.88 +13710,1.22,Premium,I,SI1,61.3,58.0,5602.0,6.94,6.9,4.24 +18891,1.3,Very Good,H,VS1,61.9,56.0,7747.0,6.97,7.05,4.34 +20481,1.5,Very Good,E,SI2,63.1,57.0,8820.0,7.32,7.27,4.6 +21487,1.22,Ideal,F,VS1,61.5,56.0,9581.0,6.84,6.89,4.22 +28278,0.31,Very Good,J,SI1,61.9,59.0,363.0,4.28,4.32,2.66 +34807,0.31,Very Good,E,VVS1,62.3,59.0,878.0,4.32,4.38,2.71 +12335,1.01,Premium,E,SI1,59.0,59.0,5226.0,6.6,6.56,3.88 +4223,0.72,Good,D,VS1,63.3,55.0,3570.0,5.69,5.75,3.62 +17195,1.0,Premium,D,VS2,59.6,60.0,6868.0,6.57,6.52,3.9 +5705,0.3,Premium,D,SI2,61.0,61.0,574.0,4.31,4.25,2.61 +16414,1.52,Premium,F,SI2,60.7,61.0,6554.0,7.47,7.36,4.5 +44458,0.57,Very Good,J,IF,59.8,59.0,1592.0,5.39,5.41,3.23 +39871,0.49,Ideal,H,SI1,59.9,56.0,1102.0,5.15,5.18,3.1 +46110,0.59,Ideal,D,SI1,61.6,57.0,1743.0,5.41,5.44,3.34 +11918,1.21,Ideal,I,SI1,62.4,55.0,5124.0,6.78,6.81,4.24 +38043,0.55,Premium,H,SI2,59.8,59.0,1011.0,5.33,5.3,3.18 +123,0.7,Very Good,F,VS2,61.7,63.0,2762.0,5.64,5.61,3.47 +1886,0.72,Very Good,D,VS2,61.8,58.0,3075.0,5.73,5.76,3.55 +48783,0.52,Very Good,E,VS1,61.8,60.0,2021.0,5.14,5.18,3.19 +40849,0.53,Ideal,I,VS2,61.9,54.0,1173.0,5.21,5.23,3.23 +43160,0.54,Very Good,F,SI1,63.3,56.0,1389.0,5.24,5.21,3.31 +52054,0.74,Premium,F,SI1,58.7,58.0,2452.0,5.93,5.86,3.46 +34183,0.33,Premium,G,VS1,62.2,58.0,854.0,4.42,4.39,2.74 +22278,1.56,Premium,H,VS2,62.4,58.0,10331.0,7.44,7.39,4.63 +46245,0.53,Premium,D,SI1,61.4,57.0,1753.0,5.26,5.2,3.21 +51374,0.55,Premium,D,VVS2,61.2,57.0,2366.0,5.3,5.26,3.23 +20725,0.31,Very Good,F,VS2,61.4,55.0,625.0,4.32,4.34,2.66 +51697,0.7,Very Good,F,VS2,61.4,57.0,2400.0,5.73,5.76,3.53 +24214,2.05,Very Good,H,SI2,63.1,58.0,12401.0,8.05,8.0,5.07 +25178,1.74,Ideal,H,VS2,61.5,55.0,13761.0,7.79,7.73,4.77 +17512,1.04,Premium,D,VS1,60.8,58.0,7041.0,6.53,6.5,3.96 +15744,1.0,Premium,F,VS2,62.9,59.0,6296.0,6.47,6.4,4.02 +3871,0.71,Ideal,F,VS1,61.3,56.0,3480.0,5.76,5.78,3.53 +4744,1.01,Very Good,G,SI2,62.0,58.0,3682.0,6.41,6.46,3.99 +45650,0.29,Ideal,G,VS2,60.7,55.0,525.0,4.31,4.35,2.63 +2246,0.7,Good,E,VS1,58.7,60.0,3148.0,5.79,5.83,3.41 +20391,0.31,Ideal,F,VS2,61.6,55.0,625.0,4.36,4.37,2.69 +4085,1.01,Good,F,SI2,63.8,57.0,3532.0,6.31,6.36,4.04 +22419,1.11,Ideal,D,VS2,61.2,57.0,10443.0,6.69,6.71,4.1 +36381,0.44,Very Good,H,SI1,63.5,57.0,941.0,4.85,4.82,3.07 +26232,2.08,Premium,I,VVS1,62.2,58.0,15654.0,8.22,8.18,5.1 +2192,0.79,Very Good,E,SI1,63.3,56.3,3138.0,5.85,5.88,3.71 +20677,1.01,Ideal,G,IF,62.2,61.0,8957.0,6.34,6.4,3.96 +49828,0.7,Fair,D,SI2,64.5,60.0,2167.0,5.53,5.47,3.55 +47523,0.44,Ideal,E,VVS1,61.4,55.0,1868.0,4.92,4.95,3.03 +10000,1.0,Fair,D,SI1,64.9,59.0,4704.0,6.2,6.13,4.0 +28918,0.3,Ideal,G,VVS2,61.5,56.0,684.0,4.31,4.34,2.66 +17838,1.12,Ideal,G,VS2,62.2,54.0,7193.0,6.65,6.7,4.15 +27263,2.01,Ideal,E,SI2,62.2,57.0,17688.0,8.04,8.09,5.02 +40135,0.41,Premium,H,VVS1,61.4,60.0,1115.0,4.78,4.73,2.92 +35726,0.3,Ideal,D,VS2,61.9,57.0,911.0,4.33,4.29,2.67 +24751,1.73,Very Good,H,VS2,59.2,61.0,13102.0,7.78,7.82,4.62 +33498,0.32,Ideal,F,VS2,62.1,57.0,828.0,4.38,4.35,2.71 +33527,0.35,Ideal,D,VS2,61.8,56.0,829.0,4.51,4.55,2.8 +45933,0.47,Ideal,E,VS1,61.8,53.0,1721.0,4.99,5.04,3.1 +32491,0.32,Ideal,G,VVS1,61.1,55.0,796.0,4.46,4.48,2.73 +20253,1.46,Premium,D,SI2,62.0,55.0,8683.0,7.32,7.23,4.51 +14755,1.0,Very Good,G,VS2,61.2,56.0,5939.0,6.47,6.38,3.93 +49732,0.7,Ideal,I,VS2,62.2,55.0,2154.0,5.69,5.73,3.55 +29753,0.45,Ideal,G,SI2,61.9,54.0,709.0,4.91,4.95,3.05 +7166,0.9,Premium,F,SI1,62.0,55.0,4183.0,6.2,6.16,3.83 +28148,0.3,Ideal,G,VVS2,61.4,57.0,665.0,4.29,4.31,2.64 +53002,0.7,Premium,F,SI1,62.4,56.0,2596.0,5.69,5.63,3.53 +33084,0.32,Ideal,E,VVS1,62.5,56.0,814.0,4.38,4.42,2.75 +25383,1.5,Premium,F,VS2,61.6,58.0,14071.0,7.31,7.37,4.52 +24490,1.52,Ideal,H,VVS2,62.8,56.0,12764.0,7.32,7.3,4.59 +34478,0.38,Premium,E,VS2,61.8,58.0,866.0,4.61,4.64,2.86 +11850,1.04,Premium,H,VVS1,60.4,58.0,5102.0,6.58,6.53,3.96 +51693,0.76,Premium,E,SI2,60.0,59.0,2399.0,5.94,5.9,3.55 +7069,0.33,Premium,I,VVS2,61.4,58.0,579.0,4.45,4.48,2.74 +809,0.71,Premium,D,SI1,59.7,59.0,2863.0,5.82,5.8,3.47 +2120,0.91,Fair,E,SI2,64.5,60.0,3119.0,6.04,5.96,3.87 +17284,1.03,Ideal,F,VS2,62.3,56.0,6922.0,6.52,6.49,4.05 +48287,0.53,Ideal,E,VS2,62.3,57.0,1956.0,5.23,5.19,3.25 +23582,1.52,Very Good,D,SI1,62.0,58.0,11595.0,7.37,7.4,4.58 +15204,1.01,Very Good,G,VS2,63.1,60.0,6108.0,6.36,6.31,4.0 +19952,1.53,Premium,H,SI2,62.5,59.0,8499.0,7.4,7.36,4.61 +24773,1.83,Very Good,E,SI2,62.8,56.0,13134.0,7.76,7.82,4.89 +20254,1.29,Very Good,G,VS2,58.7,58.0,8684.0,7.11,7.27,4.22 +13249,0.9,Very Good,D,VS2,62.3,56.0,5476.0,6.14,6.18,3.84 +17268,1.03,Ideal,G,VS1,62.0,54.8,6913.0,6.46,6.5,4.02 +22199,1.6,Very Good,I,VS1,62.3,59.0,10238.0,7.46,7.51,4.66 +43745,0.51,Very Good,E,SI1,62.5,57.0,1438.0,5.06,5.09,3.17 +4122,0.93,Good,D,SI2,63.4,59.0,3540.0,6.15,6.18,3.91 +17517,1.3,Premium,D,SI2,61.5,58.0,7044.0,6.98,6.91,4.27 +1700,0.72,Very Good,E,VS2,63.8,57.0,3035.0,5.66,5.69,3.62 +37313,0.31,Ideal,E,VVS2,60.9,56.0,979.0,4.39,4.41,2.68 +7654,0.9,Good,G,VS2,63.6,58.0,4269.0,6.08,6.12,3.88 +4547,1.0,Good,H,SI2,63.8,57.0,3640.0,6.32,6.28,4.02 +9509,1.01,Ideal,I,SI1,60.2,59.0,4612.0,6.49,6.54,3.92 +6099,0.91,Premium,G,SI1,62.2,59.0,3975.0,6.19,6.15,3.84 +14190,1.07,Good,H,VS2,63.8,57.0,5758.0,6.54,6.47,4.15 +7782,1.02,Premium,H,SI2,60.9,59.0,4284.0,6.51,6.46,3.95 +25115,2.02,Very Good,H,SI2,63.1,54.0,13655.0,8.09,7.99,5.07 +52078,0.75,Ideal,G,SI1,62.2,57.0,2456.0,5.8,5.84,3.62 +30832,0.33,Premium,I,VVS2,61.4,58.0,743.0,4.48,4.45,2.74 +30333,0.4,Ideal,I,VS2,62.5,57.0,727.0,4.67,4.71,2.93 +26171,1.53,Ideal,G,VVS2,61.0,55.0,15505.0,7.5,7.44,4.56 +33500,0.32,Ideal,F,VS2,62.4,57.0,828.0,4.38,4.34,2.72 +26870,2.05,Ideal,J,VS1,61.4,59.0,16793.0,8.16,8.13,5.0 +47561,0.71,Very Good,I,SI2,63.7,57.0,1875.0,5.64,5.67,3.6 +26250,2.08,Very Good,H,SI2,59.0,59.0,15696.0,8.37,8.41,4.95 +34263,0.23,Good,E,VVS2,61.9,60.0,465.0,3.95,4.03,2.47 +45444,0.7,Very Good,I,SI2,63.2,60.0,1672.0,5.62,5.55,3.53 +36285,0.34,Ideal,E,SI2,62.0,56.0,477.0,4.45,4.48,2.77 +6303,0.9,Premium,G,VS2,59.6,61.0,4022.0,6.25,6.2,3.71 +25306,2.19,Good,G,SI1,63.7,56.0,13978.0,8.26,8.17,5.23 +50144,0.75,Premium,E,SI2,61.9,55.0,2214.0,5.89,5.84,3.63 +47375,0.57,Premium,F,VS2,60.3,58.0,1847.0,5.44,5.4,3.27 +23083,1.34,Ideal,H,IF,60.9,57.0,11109.0,7.09,7.19,4.35 +38092,0.36,Ideal,E,VS2,62.6,56.0,1013.0,4.56,4.52,2.84 +21260,1.5,Premium,F,SI2,60.8,59.0,9408.0,7.36,7.3,4.46 +41360,0.58,Very Good,H,SI1,61.8,56.0,1219.0,5.34,5.38,3.31 +40664,0.51,Ideal,H,SI1,59.8,57.0,1154.0,5.22,5.25,3.13 +47204,0.5,Ideal,G,VVS2,60.5,55.0,1838.0,5.13,5.15,3.11 +11772,1.2,Very Good,J,SI1,62.5,58.0,5082.0,6.74,6.79,4.23 +6652,0.9,Premium,E,SI1,62.7,62.0,4092.0,6.22,6.1,3.85 +6392,0.77,Premium,D,VS1,59.4,59.0,4037.0,5.96,6.0,3.55 +53792,0.7,Very Good,E,SI1,62.1,60.0,2730.0,5.62,5.66,3.5 +19236,1.55,Premium,I,SI2,58.5,60.0,7972.0,7.64,7.58,4.45 +29677,0.28,Very Good,E,VVS1,62.1,57.0,707.0,4.17,4.21,2.6 +35626,0.3,Very Good,I,VS1,62.9,59.0,473.0,4.22,4.3,2.68 +53235,0.77,Ideal,F,SI1,61.9,57.0,2642.0,5.88,5.91,3.65 +34805,0.31,Ideal,D,VS1,62.0,54.0,877.0,4.36,4.35,2.7 +31180,0.32,Good,E,VS1,59.5,64.0,756.0,4.42,4.45,2.64 +2703,0.31,Ideal,G,VS2,60.8,56.0,562.0,4.38,4.4,2.67 +19780,1.5,Good,J,VS1,60.7,61.0,8347.0,7.27,7.3,4.42 +53029,0.82,Very Good,I,SI1,62.3,58.0,2602.0,5.94,6.0,3.72 +32755,0.34,Very Good,D,SI1,63.1,57.0,803.0,4.46,4.44,2.81 +8458,1.03,Very Good,G,SI2,63.5,56.0,4413.0,6.37,6.33,4.03 +5575,0.94,Very Good,D,SI2,59.0,59.0,3862.0,6.34,6.41,3.76 +41486,0.39,Very Good,F,VVS1,62.7,57.0,1232.0,4.64,4.68,2.92 +11008,0.97,Premium,E,SI1,61.0,61.0,4915.0,6.32,6.28,3.84 +42479,0.43,Ideal,G,IF,62.5,54.0,1318.0,4.83,4.86,3.03 +50989,0.31,Ideal,H,VS1,62.1,54.0,544.0,4.3,4.37,2.69 +40025,0.33,Very Good,D,VS1,63.2,56.0,1109.0,4.45,4.44,2.81 +18449,1.13,Ideal,F,VS2,62.1,56.0,7504.0,6.71,6.65,4.15 +25006,1.5,Very Good,F,VS2,59.7,56.0,13537.0,7.42,7.46,4.44 +45599,0.5,Ideal,D,VS2,61.9,57.0,1690.0,5.08,5.1,3.15 +27407,2.09,Ideal,I,VS2,62.5,56.0,17999.0,8.13,8.17,5.1 +31355,0.27,Ideal,F,IF,61.3,57.0,760.0,4.16,4.2,2.56 +49878,0.7,Very Good,H,SI1,63.4,61.0,2176.0,5.62,5.58,3.55 +41935,0.4,Premium,D,VVS2,60.7,60.0,1263.0,4.74,4.78,2.89 +40560,0.41,Very Good,G,VVS1,60.3,60.0,1151.0,4.74,4.78,2.87 +29598,0.35,Very Good,G,VS1,61.7,61.0,706.0,4.49,4.52,2.78 +2493,0.9,Good,I,SI1,63.0,53.0,3196.0,6.08,6.15,3.85 +24375,0.34,Ideal,E,SI1,61.0,55.0,637.0,4.54,4.56,2.77 +14126,1.0,Ideal,E,SI1,62.2,53.9,5728.0,6.4,6.5,4.0 +9686,1.14,Very Good,F,SI2,62.9,59.0,4652.0,6.62,6.64,4.17 +11293,1.01,Ideal,H,SI1,62.3,55.0,4977.0,6.43,6.37,3.99 +17495,1.27,Very Good,I,VS1,60.6,59.0,7031.0,7.04,6.96,4.24 +38892,0.43,Very Good,E,VS1,61.9,53.0,1051.0,4.86,4.89,3.02 +46563,0.53,Ideal,D,VS2,61.4,56.0,1783.0,5.21,5.18,3.19 +11305,0.9,Very Good,D,VS2,63.3,59.0,4981.0,6.12,6.17,3.89 +29218,0.38,Ideal,G,SI1,61.5,55.0,695.0,4.66,4.68,2.87 +5343,0.91,Ideal,F,SI2,62.2,56.0,3812.0,6.14,6.17,3.83 +6809,0.8,Very Good,E,VS1,60.7,60.0,4118.0,6.0,6.09,3.67 +37834,0.33,Ideal,D,VS2,60.9,55.0,1002.0,4.5,4.46,2.73 +13274,1.06,Premium,E,SI1,62.0,61.0,5485.0,6.55,6.51,4.05 +43316,0.38,Ideal,E,IF,61.4,55.0,1402.0,4.68,4.74,2.89 +21993,1.07,Ideal,F,VVS2,62.3,57.0,10061.0,6.56,6.58,4.09 +24489,2.01,Ideal,H,SI2,62.3,57.0,12762.0,8.1,8.04,5.03 +22271,1.27,Very Good,G,VVS2,61.5,58.0,10321.0,6.9,6.96,4.26 +13828,1.15,Ideal,F,SI2,60.6,58.0,5635.0,6.75,6.79,4.1 +39778,0.36,Ideal,D,VS2,61.5,57.0,1094.0,4.58,4.56,2.81 +17506,1.05,Ideal,G,VS1,62.5,56.0,7037.0,6.48,6.54,4.07 +39180,0.35,Ideal,D,VS2,62.3,55.0,1063.0,4.54,4.52,2.82 +19648,1.52,Premium,J,VS1,62.0,59.0,8258.0,7.36,7.34,4.56 +23885,1.57,Premium,D,SI1,62.2,59.0,11976.0,7.37,7.45,4.61 +44296,0.52,Ideal,G,VS2,62.2,55.0,1577.0,5.18,5.14,3.21 +16650,1.26,Premium,F,SI2,61.3,58.0,6657.0,6.99,6.91,4.26 +16483,1.05,Very Good,E,VS2,63.5,57.0,6586.0,6.51,6.46,4.12 +30241,0.4,Good,F,VS2,64.1,56.0,723.0,4.65,4.71,3.0 +36186,0.32,Very Good,E,VVS1,60.9,58.0,931.0,4.49,4.45,2.72 +48962,0.36,Very Good,G,SI1,62.0,59.0,537.0,4.53,4.56,2.82 +50606,0.7,Premium,G,SI1,61.6,61.0,2285.0,5.7,5.63,3.49 +1095,0.73,Good,E,VS2,63.2,56.0,2912.0,5.75,5.76,3.64 +50808,0.87,Ideal,H,SI2,63.0,57.0,2307.0,6.07,6.02,3.81 +25807,2.04,Very Good,H,SI2,60.8,58.0,14810.0,8.14,8.23,4.98 +30138,0.32,Premium,G,VS2,62.0,58.0,720.0,4.38,4.33,2.7 +6460,0.99,Good,F,SI2,63.3,54.0,4052.0,6.36,6.43,4.05 +41573,0.55,Ideal,J,VVS1,62.4,54.0,1238.0,5.25,5.29,3.29 +41153,0.49,Very Good,G,VS2,60.1,56.0,1198.0,5.13,5.15,3.09 +50400,0.73,Ideal,F,SI2,60.5,59.0,2255.0,5.83,5.88,3.54 +16906,1.18,Ideal,I,VVS1,62.6,54.0,6750.0,6.74,6.78,4.23 +744,0.33,Premium,F,SI2,63.0,58.0,557.0,4.42,4.4,2.78 +506,0.7,Ideal,D,SI1,62.5,57.0,2822.0,5.62,5.59,3.51 +24087,2.01,Very Good,H,SI2,63.2,59.0,12229.0,8.04,8.0,5.07 +34814,0.41,Ideal,I,VS1,61.9,55.0,878.0,4.82,4.78,2.97 +24505,1.5,Premium,G,VS2,60.3,60.0,12787.0,7.34,7.26,4.4 +1482,0.82,Ideal,I,VS1,61.6,57.0,2986.0,6.0,6.05,3.71 +51165,0.71,Good,F,SI1,63.6,54.0,2345.0,5.65,5.61,3.58 +25903,2.19,Premium,I,SI2,60.8,60.0,15032.0,8.34,8.38,5.08 +39247,0.38,Ideal,E,VVS2,60.9,56.0,1068.0,4.71,4.68,2.06 +32204,0.35,Premium,E,SI1,62.7,57.0,788.0,4.52,4.47,2.82 +225,0.72,Ideal,D,SI1,60.8,57.0,2782.0,5.76,5.75,3.5 +34915,0.34,Ideal,F,VS2,62.9,55.0,880.0,4.48,4.46,2.81 +21634,2.02,Premium,J,SI2,59.7,56.0,9728.0,8.18,8.13,4.87 +2699,1.03,Fair,J,SI2,56.2,62.0,3246.0,6.73,6.69,3.77 +48209,0.58,Premium,G,SI1,62.4,60.0,1949.0,5.34,5.3,3.32 +18037,0.35,Premium,H,VS1,61.3,59.0,614.0,4.54,4.57,2.79 +26140,2.3,Ideal,G,SI2,61.6,57.0,15433.0,8.47,8.41,5.2 +20156,1.31,Ideal,I,VS1,61.8,55.0,8611.0,7.03,7.05,4.35 +37453,0.35,Ideal,E,VS2,62.2,56.0,984.0,4.53,4.51,2.81 +41032,0.41,Ideal,H,IF,62.1,56.0,1187.0,4.74,4.76,2.95 +39070,0.52,Ideal,F,SI2,61.8,55.0,1059.0,5.17,5.21,3.21 +46693,0.56,Ideal,E,VS1,62.3,57.0,1791.0,5.3,5.26,3.29 +26120,1.75,Premium,E,SI1,60.3,61.0,15394.0,7.82,7.74,4.69 +46018,0.53,Ideal,E,VS2,61.0,57.0,1727.0,5.26,5.23,3.2 +19097,1.51,Premium,H,SI2,62.5,57.0,7864.0,7.36,7.26,4.57 +50535,0.54,Ideal,G,VS1,60.7,57.0,2274.0,5.29,5.26,3.2 +44855,0.56,Very Good,F,VS2,60.0,57.0,1627.0,5.34,5.39,3.22 +53934,0.7,Very Good,E,VS2,61.2,59.0,2757.0,5.69,5.72,3.49 +37854,0.37,Very Good,G,IF,61.8,56.0,1003.0,4.6,4.64,2.85 +46598,0.54,Premium,F,VS2,61.8,58.0,1786.0,5.29,5.22,3.25 +20663,1.22,Premium,D,VS2,59.6,60.0,8950.0,6.97,6.95,4.15 +50470,0.71,Very Good,G,SI1,61.2,61.0,2266.0,5.66,5.71,3.48 +53166,0.71,Good,G,VS1,58.1,59.0,2628.0,5.85,5.92,3.42 +42059,0.55,Ideal,H,SI1,62.4,57.0,1270.0,5.23,5.28,3.28 +29921,0.32,Ideal,D,VS2,61.1,56.0,713.0,4.42,4.45,2.71 +4405,0.31,Ideal,D,SI1,62.4,56.0,571.0,4.31,4.35,2.7 +35972,0.4,Premium,F,SI1,61.7,62.0,920.0,4.76,4.71,2.92 +3091,0.93,Premium,F,SI2,61.3,62.0,3317.0,6.26,6.17,3.81 +12967,0.92,Good,G,VVS2,58.8,57.0,5390.0,6.32,6.37,3.73 +27594,2.0,Ideal,H,SI1,62.8,52.0,18440.0,8.05,8.1,5.06 +2363,0.9,Premium,G,SI2,61.9,61.0,3175.0,6.13,6.06,3.77 +10238,1.26,Fair,D,SI2,64.5,59.0,4746.0,6.75,6.71,4.34 +47147,0.66,Good,H,VS1,59.9,60.3,1832.0,5.61,5.67,3.37 +18149,1.01,Premium,F,VS1,59.4,60.0,7353.0,6.5,6.46,3.85 +37381,0.4,Ideal,F,VS1,62.7,55.0,982.0,4.74,4.76,2.98 +47574,0.51,Premium,G,VVS2,59.1,59.0,1875.0,5.18,5.21,3.07 +2386,0.4,Good,H,SI2,63.8,57.0,561.0,4.67,4.7,2.99 +10211,1.02,Ideal,H,SI2,59.8,58.0,4742.0,6.55,6.59,3.93 +49394,0.71,Good,I,VS1,63.8,53.0,2104.0,5.7,5.64,3.62 +30019,0.41,Very Good,D,SI1,63.0,57.0,717.0,4.64,4.7,2.94 +34961,0.36,Very Good,E,SI2,62.4,58.0,471.0,4.54,4.56,2.84 +38891,0.41,Very Good,G,VVS2,63.3,59.0,1051.0,4.69,4.71,2.97 +51674,0.71,Ideal,E,SI2,61.2,57.0,2398.0,5.74,5.82,3.54 +1910,0.82,Premium,F,SI1,61.1,60.0,3080.0,6.02,5.96,3.66 +2052,0.32,Very Good,H,VS1,61.7,61.0,561.0,4.38,4.43,2.72 +47024,0.56,Ideal,E,VS2,61.9,56.0,1819.0,5.27,5.32,3.28 +8777,0.95,Ideal,G,SI1,60.7,56.0,4469.0,6.31,6.27,3.82 +20071,1.27,Very Good,G,VS2,60.3,59.0,8549.0,6.97,7.09,4.24 +430,0.76,Premium,E,SI1,62.2,59.0,2814.0,5.86,5.81,3.63 +28794,0.27,Very Good,F,VVS2,61.3,57.0,682.0,4.14,4.18,2.54 +42845,0.41,Ideal,F,VVS1,61.7,57.0,1356.0,4.8,4.77,2.95 +33353,0.41,Premium,G,VS2,61.9,59.0,827.0,4.73,4.77,2.94 +27984,0.3,Premium,E,VS2,62.3,58.0,658.0,4.28,4.32,2.68 +44869,0.5,Ideal,D,VS2,61.8,54.0,1628.0,5.13,5.16,3.18 +20739,1.61,Premium,I,SI1,62.0,58.0,8978.0,7.46,7.51,4.64 +1184,0.9,Fair,E,SI2,65.0,58.0,2930.0,6.08,6.04,3.94 +628,0.73,Premium,F,VS2,60.3,59.0,2841.0,5.9,5.87,3.55 +22183,1.01,Premium,D,VVS2,62.4,60.0,10221.0,6.31,6.36,3.95 +16868,1.07,Premium,G,VS1,58.6,60.0,6730.0,6.76,6.65,3.93 +3838,0.9,Very Good,D,SI2,60.3,63.0,3473.0,6.22,6.12,3.72 +15579,1.06,Ideal,F,SI1,61.7,55.1,6249.0,6.56,6.58,4.06 +49512,0.7,Good,G,SI1,64.0,57.0,2121.0,5.63,5.58,3.59 +16161,1.12,Ideal,E,SI1,61.6,55.0,6458.0,6.69,6.66,4.11 +3082,0.57,Ideal,F,VVS1,61.3,56.0,3313.0,5.37,5.4,3.3 +21302,1.54,Ideal,H,SI2,60.9,56.4,9452.0,7.43,7.45,4.53 +27690,1.72,Premium,G,VVS2,61.8,60.0,18730.0,7.65,7.68,4.74 +24620,1.51,Fair,G,VS1,60.8,66.0,12948.0,7.35,7.25,4.44 +19624,1.53,Very Good,I,SI1,63.1,57.0,8242.0,7.34,7.28,4.61 +6690,1.2,Very Good,J,SI2,61.8,56.0,4102.0,6.81,6.85,4.22 +11025,1.18,Premium,H,VS2,61.1,60.0,4916.0,6.8,6.76,4.14 +45531,0.56,Ideal,F,SI1,61.1,55.9,1685.0,5.33,5.35,3.26 +24385,0.41,Good,D,SI2,63.1,54.0,638.0,4.72,4.75,2.99 +24236,1.51,Ideal,H,IF,62.7,56.0,12437.0,7.26,7.38,4.59 +28589,0.3,Ideal,G,VS2,63.0,56.0,675.0,4.3,4.27,2.7 +35434,0.32,Ideal,E,VS2,62.1,55.0,900.0,4.43,4.39,2.74 +38557,0.31,Ideal,D,VVS2,62.0,56.0,1034.0,4.35,4.37,2.7 +36724,0.32,Very Good,G,IF,62.4,55.0,954.0,4.4,4.42,2.75 +33262,0.34,Ideal,E,VVS2,62.3,55.0,826.0,4.49,4.53,2.81 +67,0.32,Ideal,I,VVS1,62.0,55.3,553.0,4.39,4.42,2.73 +13218,1.18,Premium,G,SI1,62.1,59.0,5458.0,6.75,6.71,4.18 +33089,0.37,Ideal,G,VVS2,61.6,55.0,815.0,4.62,4.66,2.86 +52248,0.7,Ideal,I,VVS2,61.6,56.5,2487.0,5.65,5.72,3.51 +27203,2.32,Ideal,I,SI2,62.0,57.0,17516.0,8.45,8.49,5.25 +20361,1.57,Ideal,G,SI1,61.7,55.0,8752.0,7.51,7.44,4.61 +14954,1.21,Very Good,H,SI1,62.8,56.0,6022.0,6.8,6.83,4.28 +10696,1.03,Premium,E,SI2,61.8,59.0,4845.0,6.47,6.42,3.98 +35952,0.3,Ideal,F,SI1,61.9,56.0,475.0,4.29,4.33,2.67 +40107,0.5,Fair,E,SI2,59.8,66.0,1114.0,5.18,5.09,3.07 +52358,0.74,Ideal,E,SI2,61.7,57.0,2501.0,5.78,5.82,3.58 +27364,0.28,Premium,E,VVS2,60.1,59.0,646.0,4.22,4.26,2.55 +48379,0.57,Ideal,E,VS1,61.4,57.0,1965.0,5.32,5.37,3.28 +39402,0.41,Ideal,G,VVS2,62.2,56.0,1076.0,4.8,4.75,2.97 +38578,0.4,Very Good,G,VS2,63.5,56.0,1035.0,4.7,4.68,2.98 +40904,0.47,Ideal,I,IF,62.2,55.0,1178.0,4.99,5.01,3.11 +9367,0.32,Good,D,SI1,63.1,56.0,589.0,4.34,4.38,2.75 +23144,1.71,Premium,H,VS1,58.1,62.0,11161.0,8.02,7.84,4.61 +29630,0.27,Very Good,G,VVS2,61.9,57.0,442.0,4.12,4.15,2.56 +31858,0.3,Ideal,H,VVS2,60.4,56.0,776.0,4.36,4.32,2.62 +10459,0.9,Ideal,E,VS2,62.3,57.0,4788.0,6.19,6.17,3.85 +39117,0.41,Premium,G,VS2,61.5,58.0,1061.0,4.82,4.8,2.96 +49860,0.77,Premium,E,SI2,62.5,60.0,2171.0,5.84,5.8,3.64 +12308,1.13,Premium,E,SI2,60.4,59.0,5220.0,6.7,6.75,4.06 +36838,0.37,Premium,G,VS1,61.5,58.0,957.0,4.6,4.57,2.82 +12834,1.5,Premium,J,SI2,61.3,59.0,5351.0,7.38,7.33,4.51 +45745,0.52,Good,D,VS2,63.5,57.0,1701.0,5.08,5.13,3.24 +35760,0.44,Ideal,I,VVS2,60.8,56.0,912.0,4.9,4.93,2.99 +48055,0.62,Ideal,D,SI1,60.8,59.0,1927.0,5.48,5.5,3.34 +50805,0.72,Fair,G,VS2,64.6,55.0,2306.0,5.66,5.71,3.67 +3300,0.9,Very Good,F,SI2,62.4,57.0,3368.0,6.11,6.16,3.83 +48446,0.51,Premium,G,VVS2,61.7,58.0,1974.0,5.14,5.11,3.16 +48145,0.7,Very Good,J,VS2,63.2,61.0,1940.0,5.62,5.59,3.54 +42953,0.3,Premium,J,VS1,62.6,58.0,506.0,4.32,4.27,2.69 +50941,0.73,Ideal,H,SI1,62.6,57.0,2320.0,5.66,5.74,3.57 +2598,0.71,Very Good,F,VS1,60.6,60.0,3218.0,5.68,5.73,3.46 +17831,1.57,Premium,J,VS1,60.8,61.0,7190.0,7.6,7.49,4.59 +30871,0.33,Ideal,G,VS2,62.6,56.0,743.0,4.41,4.38,2.75 +6841,0.91,Premium,D,SI2,61.1,60.0,4123.0,6.24,6.29,3.83 +22127,1.2,Premium,D,VS2,61.1,58.0,10161.0,6.85,6.83,4.18 +40715,0.41,Very Good,E,VS1,63.4,55.0,1160.0,4.7,4.73,2.99 +17213,1.01,Premium,G,VS1,61.7,56.0,6882.0,6.53,6.46,4.01 +36398,0.31,Ideal,E,VS1,61.7,56.0,942.0,4.41,4.37,2.71 +37035,0.4,Very Good,D,VS1,63.3,57.0,967.0,4.66,4.72,2.97 +43027,0.46,Premium,E,VS1,61.7,59.0,1372.0,4.93,4.96,3.05 +18636,1.01,Ideal,D,VS2,62.6,54.0,7602.0,6.46,6.42,4.03 +4770,1.0,Good,J,SI1,61.7,62.0,3690.0,6.37,6.4,3.94 +29563,0.3,Very Good,G,VVS1,62.4,59.0,705.0,4.25,4.31,2.67 +46568,0.71,Good,E,SI2,57.5,58.0,1783.0,5.91,5.89,3.39 +50204,0.76,Premium,H,SI1,59.8,57.0,2227.0,5.93,5.91,3.54 +53188,0.55,Ideal,G,VVS1,61.2,56.0,2632.0,5.27,5.29,3.23 +51651,0.35,Very Good,H,VS2,59.8,62.0,545.0,4.57,4.63,2.75 +48623,0.56,Premium,G,VS1,61.0,60.0,1999.0,5.39,5.32,3.27 +4195,0.75,Ideal,D,VS2,61.7,55.0,3562.0,5.85,5.82,3.6 +11502,0.71,Ideal,F,VVS1,61.0,56.0,5019.0,5.77,5.8,3.53 +28267,0.28,Very Good,H,SI1,61.5,56.0,360.0,4.21,4.24,2.6 +33505,0.32,Ideal,G,VS1,61.2,56.0,828.0,4.43,4.39,2.7 +22297,1.27,Ideal,G,VVS2,62.4,53.3,10342.0,6.94,6.95,4.33 +14637,1.22,Premium,J,VS1,61.7,59.0,5910.0,6.92,6.85,4.25 +27622,2.37,Ideal,J,SI1,61.9,55.0,18508.0,8.53,8.56,5.29 +31178,0.42,Ideal,G,SI1,60.7,57.0,756.0,4.81,4.89,2.95 +7096,1.01,Very Good,H,SI2,58.8,58.0,4166.0,6.57,6.62,3.88 +35028,0.4,Good,E,SI1,63.7,56.0,882.0,4.69,4.66,2.98 +32922,0.42,Ideal,D,SI1,61.9,56.0,810.0,4.82,4.84,2.99 +11047,0.31,Ideal,E,SI1,60.6,56.0,595.0,4.39,4.42,2.67 +4528,0.74,Ideal,G,VS1,60.9,55.0,3635.0,5.84,5.91,3.58 +14422,1.2,Ideal,H,SI1,61.7,55.0,5822.0,6.86,6.82,4.22 +47298,0.3,Very Good,I,SI1,62.2,57.0,394.0,4.25,4.27,2.65 +30758,0.25,Ideal,E,VVS2,62.1,57.0,740.0,4.07,4.04,2.52 +3628,0.9,Premium,I,VS2,62.4,60.0,3431.0,6.16,6.06,3.81 +50180,0.64,Very Good,E,VS2,60.5,58.1,2222.0,5.59,5.62,3.39 +26076,1.51,Premium,G,VVS2,60.9,58.0,15303.0,7.42,7.38,4.51 +6073,0.9,Ideal,H,SI1,61.1,58.0,3967.0,6.24,6.19,3.79 +22123,1.52,Very Good,G,SI1,62.5,58.0,10150.0,7.26,7.3,4.55 +25984,2.01,Very Good,F,SI2,61.6,56.0,15188.0,8.17,8.13,5.02 +34173,0.33,Premium,G,VS1,61.3,58.0,854.0,4.46,4.42,2.72 +27918,0.32,Ideal,D,VS2,61.8,55.0,657.0,4.41,4.43,2.73 +17023,1.01,Very Good,G,VS1,63.1,55.0,6795.0,6.34,6.37,4.01 +33156,0.31,Very Good,G,VVS1,62.8,53.0,816.0,4.34,4.36,2.73 +26664,2.1,Premium,H,SI2,60.4,59.0,16479.0,8.28,8.33,5.02 +43971,0.27,Very Good,F,VS1,62.5,56.0,518.0,4.14,4.18,2.6 +48450,0.55,Ideal,E,VS1,61.7,55.0,1975.0,5.27,5.29,3.26 +36739,0.32,Premium,G,IF,62.0,60.0,954.0,4.37,4.41,2.72 +36108,0.42,Very Good,F,SI1,63.4,56.0,926.0,4.8,4.76,3.03 +37469,0.42,Ideal,G,VS1,62.0,55.0,984.0,4.83,4.78,2.98 +50238,0.71,Ideal,I,VS2,62.3,59.0,2233.0,5.68,5.71,3.55 +37159,0.32,Ideal,D,VS2,61.5,56.0,972.0,4.44,4.41,2.72 +36885,0.51,Good,I,SI1,63.1,56.0,959.0,5.06,5.14,3.22 +47612,0.53,Ideal,G,VVS2,61.5,56.0,1881.0,5.18,5.22,3.2 +8335,1.03,Ideal,J,SI1,61.7,56.0,4395.0,6.49,6.53,4.02 +26763,2.01,Very Good,H,SI1,60.6,62.0,16582.0,8.05,8.08,4.89 +3592,0.91,Premium,H,SI2,62.7,58.0,3423.0,6.14,6.17,3.86 +1418,0.52,Premium,E,VVS2,60.1,58.0,2970.0,5.23,5.18,3.13 +11809,1.01,Premium,F,SI1,62.9,58.0,5090.0,6.43,6.35,4.02 +45955,0.56,Ideal,D,SI1,62.3,56.0,1723.0,5.26,5.33,3.3 +37031,0.35,Very Good,F,VVS1,61.6,56.0,966.0,4.53,4.55,2.79 +35151,0.32,Ideal,E,VVS1,61.3,57.0,890.0,4.42,4.45,2.72 +35965,0.25,Good,E,VVS2,58.0,65.0,476.0,4.13,4.18,2.41 +2132,0.92,Good,I,SI1,57.4,65.0,3122.0,6.42,6.48,3.7 +42148,0.52,Very Good,I,VS1,61.4,57.0,1282.0,5.17,5.19,3.18 +40744,0.53,Ideal,I,VS2,62.2,56.0,1163.0,5.15,5.2,3.22 +43899,0.27,Ideal,H,VS2,60.5,57.0,509.0,4.19,4.17,2.53 +21166,1.5,Good,H,SI1,57.9,62.0,9324.0,7.55,7.48,4.35 +50402,0.71,Ideal,I,SI1,61.7,55.0,2255.0,5.74,5.77,3.55 +39297,0.3,Ideal,H,VS2,62.3,57.0,491.0,4.27,4.3,2.67 +40750,0.4,Ideal,F,VVS2,61.7,55.0,1163.0,4.76,4.74,2.93 +4509,0.91,Good,E,SI2,64.3,57.0,3632.0,6.0,6.04,3.87 +35730,0.3,Premium,D,VS2,61.7,58.0,911.0,4.32,4.3,2.66 +30787,0.3,Very Good,D,VS1,62.2,58.0,742.0,4.25,4.27,2.65 +43819,0.51,Ideal,E,SI1,62.3,56.0,1443.0,5.15,5.12,3.2 +28094,0.31,Ideal,F,SI1,60.5,57.0,663.0,4.43,4.4,2.67 +6938,0.93,Premium,D,SI2,60.6,59.0,4140.0,6.34,6.3,3.83 +12060,0.26,Very Good,E,VVS2,63.0,58.0,597.0,4.08,4.11,2.58 +52232,0.72,Premium,H,VS2,61.4,57.0,2484.0,5.79,5.75,3.54 +37718,0.34,Ideal,H,VVS1,62.0,54.0,995.0,4.48,4.46,2.77 +42336,0.55,Ideal,I,VS1,62.5,57.0,1297.0,5.19,5.25,3.26 +21243,1.53,Very Good,H,SI2,61.2,55.9,9391.0,7.43,7.46,4.56 +46668,0.72,Very Good,J,SI2,60.1,58.0,1788.0,5.79,5.82,3.49 +13902,1.18,Ideal,H,SI2,62.2,56.0,5657.0,6.74,6.76,4.2 +5904,0.9,Premium,H,VS2,62.6,58.0,3933.0,6.14,6.19,3.86 +25352,0.28,Very Good,F,VVS2,60.6,59.0,642.0,4.22,4.26,2.57 +4951,0.9,Good,F,SI1,61.0,62.0,3733.0,6.17,6.26,3.79 +41993,0.43,Premium,G,VVS1,62.0,59.0,1264.0,4.82,4.8,2.98 +44756,0.52,Premium,D,VS2,60.9,58.0,1619.0,5.22,5.16,3.16 +9434,1.14,Ideal,F,SI2,61.7,56.0,4591.0,6.71,6.67,4.13 +43275,0.3,Very Good,I,SI1,63.5,57.0,506.0,4.26,4.24,2.7 +24575,1.51,Premium,G,VS2,62.7,58.0,12872.0,7.31,7.2,4.55 +6741,0.31,Fair,E,SI1,56.9,66.0,579.0,4.53,4.47,2.56 +2892,0.91,Premium,I,VS2,63.0,58.0,3282.0,6.15,6.07,3.85 +10962,1.18,Fair,F,SI2,55.9,64.0,4903.0,7.15,7.01,3.95 +3288,0.91,Good,F,SI1,64.0,57.0,3363.0,6.17,6.08,3.92 +33137,0.31,Premium,E,VVS2,61.3,60.0,816.0,4.33,4.35,2.66 +30021,0.41,Good,D,SI1,63.1,57.0,717.0,4.68,4.73,2.97 +14176,1.01,Ideal,E,SI1,59.8,60.0,5751.0,6.56,6.48,3.9 +27558,1.83,Very Good,G,VS2,60.5,59.0,18358.0,7.89,7.99,4.8 +35811,0.31,Ideal,F,IF,61.1,57.0,914.0,4.37,4.4,2.68 +14810,1.36,Premium,I,SI2,62.7,58.0,5963.0,7.08,7.01,4.42 +12407,1.03,Ideal,E,SI1,62.0,57.0,5234.0,6.44,6.47,4.0 +34068,0.3,Premium,D,VS2,62.0,62.0,851.0,4.27,4.24,2.64 +44957,0.58,Very Good,I,VVS1,63.0,57.0,1636.0,5.29,5.34,3.35 +40354,0.43,Ideal,G,VVS2,61.4,55.0,1129.0,4.88,4.83,2.98 +46169,0.5,Premium,E,VS2,61.3,60.0,1746.0,5.11,5.07,3.12 +37687,0.43,Very Good,D,SI1,63.4,55.0,993.0,4.84,4.78,3.05 +48616,0.75,Premium,J,VS1,61.6,57.0,1998.0,5.88,5.84,3.61 +39427,0.41,Ideal,F,VS1,61.9,57.0,1076.0,4.77,4.73,2.94 +1943,0.9,Fair,E,SI2,65.8,58.0,3084.0,6.02,5.98,3.95 +49763,0.72,Very Good,H,SI2,62.4,59.0,2160.0,5.67,5.71,3.55 +9670,1.02,Ideal,E,SI2,62.0,59.0,4645.0,6.43,6.4,3.98 +46958,0.35,Very Good,I,VS2,62.6,54.0,527.0,4.5,4.53,2.82 +14285,1.06,Premium,H,VS2,62.6,58.0,5783.0,6.49,6.54,4.08 +6442,0.79,Ideal,H,IF,61.3,56.0,4046.0,5.96,5.98,3.66 +26718,0.32,Premium,G,VS1,61.4,58.0,645.0,4.36,4.4,2.69 +38826,0.32,Ideal,D,VVS2,61.3,55.8,1048.0,4.43,4.44,2.71 +46130,0.51,Premium,F,VS1,61.4,58.0,1744.0,5.15,5.18,3.17 +22785,1.27,Ideal,G,VVS1,61.7,56.0,10805.0,6.9,7.03,4.3 +41746,0.52,Good,F,SI1,63.8,56.0,1244.0,5.07,5.12,3.25 +5451,0.95,Premium,G,SI2,59.7,61.0,3830.0,6.35,6.27,3.77 +38525,0.34,Ideal,E,VS1,61.8,56.0,1033.0,4.51,4.47,2.78 +6091,1.03,Premium,F,SI2,60.2,55.0,3974.0,6.59,6.53,3.95 +5157,1.02,Very Good,I,SI2,63.4,57.0,3769.0,6.37,6.4,4.05 +50678,0.76,Premium,F,SI2,59.3,59.0,2287.0,5.97,5.93,3.53 +9573,1.0,Very Good,G,SI1,63.3,60.0,4626.0,6.33,6.24,3.98 +45551,0.51,Ideal,D,SI1,61.7,55.0,1687.0,5.16,5.11,3.17 +2808,0.72,Very Good,F,VS1,63.4,57.0,3264.0,5.68,5.7,3.61 +12137,1.08,Ideal,I,VS2,61.9,57.0,5172.0,6.54,6.61,4.07 +51446,1.07,Fair,G,I1,64.8,56.0,2375.0,6.53,6.43,4.2 +49757,0.7,Premium,E,SI2,61.8,59.0,2159.0,5.69,5.76,3.54 +19926,1.5,Ideal,H,SI2,62.4,58.0,8471.0,7.29,7.26,4.54 +32752,0.42,Premium,I,SI1,62.6,58.0,803.0,4.8,4.76,2.99 +25393,2.22,Premium,I,SI1,62.7,58.0,14095.0,8.33,8.28,5.21 +53407,0.82,Ideal,E,SI2,62.1,55.0,2668.0,6.04,6.01,3.74 +18159,1.24,Premium,H,VS1,61.2,59.0,7358.0,6.91,6.94,4.24 +4158,0.96,Good,H,SI2,60.1,64.0,3548.0,6.43,6.35,3.84 +53633,0.3,Premium,I,VVS1,61.1,59.0,552.0,4.31,4.33,2.64 +275,0.73,Ideal,H,VS2,62.7,55.0,2793.0,5.72,5.76,3.6 +42329,0.41,Ideal,F,VVS1,61.8,57.0,1295.0,4.75,4.79,2.95 +43491,0.51,Premium,F,SI1,61.4,59.0,1421.0,5.13,5.13,3.16 +29096,0.36,Ideal,D,SI2,62.0,56.0,689.0,4.6,4.56,2.84 +34901,0.33,Ideal,F,VVS1,60.6,57.0,880.0,4.51,4.53,2.74 +28531,0.39,Ideal,G,SI1,61.0,55.0,675.0,4.75,4.82,2.92 +36220,0.36,Premium,F,VS2,61.4,58.0,932.0,4.6,4.56,2.81 +17504,1.01,Very Good,F,VS2,61.1,58.0,7037.0,6.45,6.51,3.96 +34540,0.43,Ideal,H,VS1,61.1,57.0,868.0,4.88,4.91,2.99 +46915,0.7,Premium,G,SI2,59.0,60.0,1814.0,5.84,5.82,3.44 +33616,0.31,Premium,G,SI1,60.7,60.0,462.0,4.34,4.36,2.64 +38534,0.38,Very Good,H,VVS1,63.3,58.0,1033.0,4.62,4.57,2.91 +25493,2.01,Premium,F,SI2,62.4,58.0,14279.0,8.08,8.05,5.03 +42067,0.62,Premium,E,SI2,60.7,58.0,1271.0,5.53,5.51,3.35 +40613,0.27,Good,F,VVS1,61.7,61.0,498.0,4.1,4.14,2.54 +46423,0.53,Ideal,G,VS2,61.6,57.0,1769.0,5.15,5.2,3.19 +47202,0.5,Ideal,G,VVS2,61.4,57.0,1838.0,5.1,5.13,3.14 +10815,1.19,Premium,I,SI1,62.2,58.0,4865.0,6.77,6.73,4.2 +2553,0.7,Very Good,D,VS1,60.1,60.0,3208.0,5.73,5.76,3.45 +42281,0.36,Ideal,G,SI2,61.4,54.0,505.0,4.59,4.66,2.84 +28828,0.41,Premium,D,SI2,61.9,58.0,683.0,4.71,4.73,2.92 +8065,0.37,Premium,J,VS2,61.1,60.0,583.0,4.63,4.6,2.82 +1429,0.81,Premium,H,VS1,62.6,58.0,2972.0,5.96,5.9,3.71 +8261,0.9,Very Good,F,SI1,61.4,58.0,4379.0,6.18,6.23,3.81 +41851,0.53,Ideal,G,SI1,61.8,58.0,1255.0,5.16,5.19,3.2 +25606,1.6,Ideal,G,VS2,62.2,55.0,14474.0,7.5,7.46,4.65 +39957,0.33,Premium,D,SI2,59.5,59.0,492.0,4.48,4.5,2.67 +43627,0.38,Ideal,E,IF,61.9,56.0,1433.0,4.65,4.66,2.88 +32848,0.4,Ideal,G,VS2,62.3,57.0,807.0,4.7,4.71,2.93 +4493,1.0,Ideal,I,SI2,58.8,55.0,3629.0,6.53,6.46,3.82 +24000,1.52,Ideal,G,VS2,61.3,59.0,12161.0,7.35,7.4,4.52 +24118,2.01,Very Good,I,SI1,63.5,55.0,12271.0,8.07,8.01,5.11 +11173,0.98,Ideal,F,SI1,62.7,55.0,4950.0,6.37,6.27,3.96 +45169,0.53,Premium,E,SI1,62.2,56.0,1654.0,5.22,5.16,3.23 +21971,1.59,Premium,I,VS2,60.2,60.0,10039.0,7.58,7.61,4.57 +35525,0.43,Premium,F,VS2,59.8,58.0,905.0,4.89,4.94,2.94 +26511,2.01,Very Good,H,SI2,60.5,61.0,16140.0,8.09,8.14,4.91 +38370,0.53,Very Good,J,VS2,60.9,59.0,1023.0,5.2,5.27,3.19 +27291,2.0,Good,D,VS2,63.7,60.0,17760.0,7.88,7.81,5.0 +33611,0.31,Good,G,SI1,63.2,57.0,462.0,4.27,4.3,2.71 +2182,0.71,Ideal,D,VS1,62.2,55.0,3136.0,5.74,5.71,3.56 +24764,2.09,Premium,H,SI2,60.9,58.0,13119.0,8.23,8.2,5.0 +33167,0.25,Ideal,F,VVS1,61.3,58.0,817.0,4.04,4.08,2.49 +25734,2.04,Premium,J,VS1,62.6,58.0,14660.0,8.11,8.06,5.06 +33478,0.32,Premium,F,VS2,60.2,59.0,828.0,4.43,4.4,2.66 +11395,0.3,Very Good,I,VVS2,63.0,57.0,596.0,4.24,4.27,2.68 +48020,0.72,Premium,I,SI1,62.0,52.0,1922.0,5.71,5.67,3.53 +24398,2.08,Very Good,J,SI1,62.6,58.0,12637.0,8.09,8.15,5.08 +42871,0.43,Premium,F,VVS1,60.3,58.0,1358.0,4.88,4.91,2.95 +5410,1.0,Good,H,VS2,63.9,57.0,3819.0,6.32,6.26,4.02 +21739,1.5,Very Good,I,VS2,60.8,58.0,9804.0,7.36,7.42,4.49 +28340,0.33,Very Good,G,VS1,62.9,57.0,666.0,4.38,4.43,2.77 +52026,0.74,Premium,G,SI1,59.6,59.0,2447.0,5.94,5.87,3.52 +43505,0.43,Premium,F,VVS1,61.5,56.0,1422.0,4.9,4.86,3.0 +4153,0.72,Ideal,G,VS2,61.0,55.0,3547.0,5.81,5.83,3.55 +47236,0.51,Very Good,E,VS1,59.6,56.0,1841.0,5.19,5.24,3.11 +11540,1.21,Fair,F,SI2,65.3,53.0,5028.0,6.74,6.68,4.38 +31323,0.32,Ideal,D,VS2,60.5,56.0,758.0,4.45,4.48,2.7 +39793,0.39,Ideal,G,VVS1,62.3,57.0,1095.0,4.64,4.7,2.91 +2713,0.32,Very Good,G,VS2,60.9,58.0,564.0,4.42,4.45,2.7 +55,0.22,Premium,D,VS2,59.3,62.0,404.0,3.91,3.88,2.31 +3623,0.8,Good,F,VS2,63.2,55.0,3429.0,5.88,5.9,3.72 +51701,0.7,Very Good,F,VS2,62.4,59.0,2400.0,5.64,5.71,3.54 +13562,1.02,Very Good,E,SI1,59.2,56.0,5553.0,6.57,6.63,3.91 +28861,0.3,Ideal,F,VVS2,62.3,54.0,684.0,4.32,4.35,2.7 +647,0.73,Ideal,G,VVS2,61.3,57.0,2843.0,5.81,5.84,3.57 +25633,2.06,Ideal,I,SI2,63.3,54.0,14505.0,8.09,8.14,5.13 +33634,0.37,Premium,E,SI1,59.3,58.0,833.0,4.75,4.73,2.81 +53004,0.7,Premium,F,SI1,59.5,57.0,2596.0,5.81,5.79,3.45 +46455,0.52,Ideal,D,VS2,62.1,57.0,1774.0,5.13,5.17,3.2 +10002,1.01,Very Good,H,SI1,63.1,59.0,4705.0,6.34,6.43,4.03 +15462,1.21,Ideal,D,SI2,62.0,57.0,6190.0,6.81,6.83,4.23 +3269,1.01,Premium,I,SI2,61.5,62.0,3360.0,6.41,6.37,3.93 +2751,0.73,Ideal,F,SI1,61.7,55.0,3249.0,5.79,5.82,3.58 +15923,1.01,Very Good,G,VS1,62.3,60.0,6368.0,6.35,6.49,4.0 +396,0.32,Ideal,I,SI1,60.7,57.0,554.0,4.47,4.42,2.7 +34914,0.34,Ideal,F,VS2,62.5,55.0,880.0,4.51,4.48,2.81 +5075,0.9,Fair,F,VS2,65.7,57.0,3750.0,6.03,5.99,3.95 +25790,2.04,Premium,I,SI1,58.8,60.0,14775.0,8.42,8.32,4.92 +39382,0.31,Ideal,E,VVS2,61.6,56.0,1074.0,4.39,4.35,2.69 +20992,1.03,Premium,E,VVS2,59.7,56.0,9205.0,6.64,6.56,3.94 +48878,0.76,Very Good,J,VS1,59.3,63.0,2036.0,6.12,5.93,3.55 +33350,0.41,Ideal,G,VS2,62.4,55.0,827.0,4.73,4.76,2.96 +28105,0.36,Good,D,SI1,63.1,55.0,663.0,4.54,4.59,2.88 +15065,1.18,Very Good,F,SI1,59.9,59.0,6053.0,6.85,6.87,4.11 +41024,0.5,Very Good,G,SI1,64.1,57.0,1187.0,5.04,5.07,3.24 +30492,0.31,Ideal,D,SI1,61.7,57.0,732.0,4.38,4.34,2.69 +51669,0.7,Ideal,I,VS1,62.1,57.0,2398.0,5.69,5.71,3.54 +51790,0.7,Ideal,G,SI1,60.9,57.0,2415.0,5.79,5.77,3.52 +52472,0.71,Ideal,G,SI1,61.7,56.0,2518.0,5.74,5.77,3.55 +41019,0.55,Premium,G,SI2,60.3,58.0,1186.0,5.35,5.33,3.22 +6106,0.9,Very Good,F,SI2,62.0,59.0,3977.0,6.2,6.1,3.81 +12112,1.01,Very Good,D,SI2,64.0,56.0,5166.0,6.3,6.38,4.06 +42197,0.58,Good,G,VS2,63.2,58.0,1287.0,5.36,5.28,3.36 +48677,0.56,Ideal,G,VVS2,61.4,54.0,2004.0,5.33,5.35,3.28 +46581,0.61,Good,G,VS1,60.2,61.0,1785.0,5.47,5.52,3.3 +37205,0.34,Ideal,G,IF,61.4,56.0,974.0,4.5,4.53,2.77 +49888,0.65,Ideal,H,VVS1,62.4,54.0,2177.0,5.55,5.57,3.47 +48796,0.73,Good,F,SI2,63.4,55.0,2023.0,5.71,5.75,3.63 +14382,0.3,Premium,F,VS2,62.2,58.0,605.0,4.28,4.31,2.67 +40409,0.41,Very Good,E,VVS2,63.1,58.0,1133.0,4.75,4.72,2.99 +2679,0.9,Very Good,E,SI2,63.2,61.0,3239.0,6.06,5.99,3.81 +37730,0.41,Good,F,VVS2,63.6,56.0,996.0,4.68,4.72,2.99 +27596,2.13,Ideal,H,SI1,62.2,55.0,18442.0,8.27,8.2,5.12 +39141,0.41,Premium,G,VS2,61.7,61.0,1061.0,4.74,4.7,2.91 +32333,0.3,Ideal,G,VVS1,62.6,54.0,789.0,4.31,4.32,2.7 +29193,0.4,Ideal,E,SI1,62.4,53.0,694.0,4.73,4.75,2.96 +35039,0.38,Very Good,F,VS1,62.7,57.0,883.0,4.71,4.64,2.93 +46487,0.62,Premium,D,SI2,62.0,59.0,1777.0,5.48,5.45,3.39 +36951,0.25,Very Good,E,VS2,61.3,57.0,480.0,4.05,4.08,2.49 +13453,1.1,Very Good,I,VS2,61.8,58.0,5524.0,6.59,6.62,4.08 +18399,1.03,Very Good,E,VS1,61.5,58.0,7477.0,6.43,6.55,3.99 +29396,0.31,Premium,I,VVS2,62.1,58.0,698.0,4.37,4.33,2.7 +26258,2.16,Ideal,J,VS1,61.4,59.0,15714.0,8.27,8.33,5.1 +13629,1.04,Ideal,H,VS1,62.7,57.0,5577.0,6.42,6.46,4.04 +28839,0.41,Good,H,SI1,63.3,56.0,683.0,4.71,4.74,2.99 +6222,1.01,Good,F,SI2,63.1,58.0,4004.0,6.34,6.38,4.01 +48897,0.52,Very Good,G,VVS1,62.3,55.0,2040.0,5.13,5.15,3.2 +18961,1.23,Very Good,D,SI1,59.7,58.0,7799.0,6.96,7.02,4.17 +28998,0.34,Good,G,VS1,63.1,57.0,686.0,4.4,4.45,2.79 +27750,2.29,Premium,I,VS2,60.8,60.0,18823.0,8.5,8.47,5.16 +21476,1.5,Very Good,H,SI1,58.8,63.0,9573.0,7.42,7.38,4.35 +39374,0.31,Ideal,D,VVS2,61.0,55.0,1074.0,4.38,4.41,2.68 +12816,1.01,Premium,F,SI1,62.3,58.0,5345.0,6.44,6.41,4.0 +35725,0.3,Premium,D,VS2,61.0,60.0,911.0,4.33,4.29,2.63 +31813,0.43,Good,D,SI1,63.4,55.0,774.0,4.78,4.84,3.05 +5791,1.02,Premium,G,SI2,60.7,56.0,3904.0,6.56,6.51,3.97 +3760,0.86,Ideal,E,SI1,62.3,54.0,3456.0,6.13,6.07,3.8 +33307,0.28,Ideal,D,VVS2,61.1,55.0,827.0,4.23,4.28,2.6 +53238,0.72,Ideal,H,VS1,61.6,59.0,2642.0,5.75,5.78,3.55 +31923,0.3,Premium,G,VS1,62.8,59.0,776.0,4.27,4.23,2.67 +42532,0.4,Ideal,F,VVS1,61.3,56.0,1323.0,4.76,4.73,2.91 +50906,0.8,Fair,G,SI2,64.6,55.0,2318.0,5.86,5.75,3.75 +47450,0.53,Ideal,D,VS2,62.2,56.0,1857.0,5.16,5.19,3.22 +45543,0.51,Ideal,F,VS2,62.9,57.0,1687.0,5.11,5.09,3.21 +6412,1.13,Premium,E,SI2,59.4,62.0,4040.0,6.83,6.78,4.04 +43040,0.33,Ideal,E,VVS1,61.9,57.0,1374.0,4.46,4.43,2.75 +33027,0.3,Ideal,D,VVS2,61.6,57.0,814.0,4.31,4.32,2.66 +22339,1.24,Premium,E,VS1,59.9,61.0,10388.0,6.99,6.96,4.18 +33929,0.37,Very Good,E,VVS2,59.7,61.0,844.0,4.67,4.71,2.8 +26885,2.09,Very Good,F,SI2,62.7,61.0,16824.0,8.07,8.14,5.08 +14059,0.3,Premium,G,VS1,61.8,59.0,605.0,4.34,4.37,2.69 +19784,1.15,Very Good,G,VVS2,58.4,59.0,8349.0,6.84,6.92,4.02 +22576,1.4,Premium,F,VS2,61.5,60.0,10625.0,7.25,7.18,4.44 +11289,0.9,Very Good,H,VVS1,62.3,59.0,4977.0,6.09,6.15,3.81 +2616,0.82,Premium,I,IF,61.2,60.0,3224.0,6.03,5.99,3.68 +27021,2.02,Premium,I,VS1,61.2,59.0,17153.0,8.13,8.05,4.95 +43295,0.52,Ideal,H,VS2,61.6,55.0,1401.0,5.19,5.24,3.21 +46552,0.51,Very Good,E,VS2,63.3,56.0,1781.0,5.12,5.08,3.23 +23574,1.4,Very Good,G,VS1,59.9,56.0,11584.0,7.31,7.34,4.39 +7356,1.12,Ideal,D,I1,60.6,55.0,4215.0,6.76,6.73,4.09 +19759,1.59,Ideal,J,SI1,62.4,55.0,8325.0,7.48,7.45,4.66 +767,0.76,Ideal,E,SI1,62.7,54.0,2858.0,5.88,5.83,3.67 +10822,1.01,Ideal,G,SI1,60.7,58.0,4868.0,6.55,6.52,3.97 +2621,0.74,Very Good,F,VS1,61.7,57.0,3226.0,5.79,5.85,3.59 +39424,0.41,Ideal,F,VS1,60.8,56.0,1076.0,4.79,4.76,2.92 +22800,1.6,Very Good,I,VS1,58.6,58.0,10824.0,7.66,7.72,4.51 +40480,0.53,Good,E,SI2,63.2,54.0,1141.0,5.16,5.19,3.27 +17390,0.32,Ideal,G,SI1,62.5,55.0,612.0,4.38,4.35,2.73 +25818,2.01,Ideal,H,SI1,61.5,55.0,14837.0,8.11,8.06,4.97 +8530,1.0,Good,G,SI1,64.3,58.0,4427.0,6.25,6.22,4.01 +16952,1.01,Very Good,E,VS2,64.0,56.0,6771.0,6.22,6.37,4.03 +26786,2.1,Ideal,H,SI2,63.0,57.0,16629.0,8.13,8.08,5.11 +19070,1.51,Premium,J,VS1,62.3,59.0,7848.0,7.31,7.34,4.56 +3518,0.71,Ideal,F,VS1,61.5,57.0,3404.0,5.73,5.76,3.53 +45996,0.53,Very Good,G,VVS2,60.5,59.0,1724.0,5.24,5.29,3.19 +29500,0.32,Ideal,E,VS2,62.1,55.0,702.0,4.39,4.43,2.74 +35690,0.46,Ideal,I,VS1,62.3,56.0,911.0,4.93,4.96,3.08 +4218,0.72,Ideal,D,SI1,61.7,55.0,3568.0,5.77,5.8,3.57 +40032,0.41,Ideal,G,SI1,62.1,55.0,1110.0,4.78,4.81,2.98 +13170,1.0,Premium,E,SI1,61.9,60.0,5445.0,6.37,6.46,3.97 +14072,1.04,Good,D,SI1,63.7,58.0,5708.0,6.43,6.39,4.08 +14790,1.3,Premium,J,VS2,61.5,58.0,5951.0,7.05,7.0,4.32 +31861,0.3,Ideal,H,VVS2,61.3,56.0,776.0,4.35,4.33,2.66 +16196,1.07,Premium,G,VS2,62.1,58.0,6471.0,6.59,6.55,4.08 +29035,0.31,Ideal,H,VVS1,61.4,54.0,687.0,4.4,4.43,2.71 +27606,2.09,Good,F,SI2,63.4,55.0,18472.0,8.11,8.18,5.16 +38887,0.4,Premium,D,VS2,61.7,59.0,1050.0,4.75,4.72,2.92 +49560,0.78,Very Good,I,SI2,60.6,60.0,2130.0,5.91,5.93,3.59 +43304,0.61,Very Good,I,VS2,63.4,55.0,1401.0,5.46,5.42,3.45 +9572,1.0,Premium,D,SI2,62.2,61.0,4626.0,6.36,6.3,3.94 +27134,2.01,Premium,G,SI1,62.5,58.0,17334.0,7.98,8.08,5.02 +13097,1.21,Premium,I,SI1,59.3,59.0,5421.0,6.98,6.95,4.13 +20656,1.53,Ideal,J,VS1,62.4,54.0,8943.0,7.34,7.38,4.59 +9126,0.9,Premium,F,VS2,61.9,55.0,4536.0,6.25,6.23,3.86 +20809,1.23,Premium,E,VS2,61.7,57.0,9037.0,6.87,6.84,4.23 +46426,0.53,Good,G,VVS2,64.3,58.0,1769.0,5.11,5.15,3.3 +29952,0.33,Ideal,I,SI1,62.7,56.0,445.0,4.4,4.44,2.77 +16359,0.3,Good,D,VS2,64.1,57.0,608.0,4.25,4.21,2.71 +29882,0.3,Very Good,D,VS2,60.3,60.0,710.0,4.28,4.31,2.59 +51605,0.7,Very Good,I,VS1,63.2,55.0,2394.0,5.63,5.58,3.54 +8073,1.01,Very Good,J,VS2,60.6,59.0,4337.0,6.42,6.45,3.9 +21761,1.5,Very Good,I,VVS2,63.3,58.0,9828.0,7.24,7.21,4.57 +1749,0.73,Ideal,G,VS1,61.8,57.0,3041.0,5.78,5.81,3.58 +9688,1.22,Very Good,J,SI2,62.6,58.0,4652.0,6.78,6.84,4.26 +30819,0.33,Ideal,E,SI1,61.9,57.0,743.0,4.46,4.43,2.75 +7580,1.06,Very Good,I,SI1,62.8,56.0,4255.0,6.47,6.52,4.08 +48903,0.51,Very Good,F,VVS2,62.0,55.0,2041.0,5.11,5.14,3.17 +10827,1.15,Ideal,H,SI2,62.0,56.0,4870.0,6.68,6.75,4.16 +30293,0.3,Good,D,SI2,63.3,57.0,447.0,4.26,4.3,2.71 +14123,1.05,Ideal,H,VS2,61.7,57.0,5728.0,6.52,6.55,4.03 +42145,0.55,Ideal,I,VS2,61.6,55.0,1281.0,5.27,5.29,3.25 +46748,0.51,Premium,F,VS1,60.3,57.0,1799.0,5.22,5.2,3.14 +31794,0.42,Premium,F,SI1,61.8,58.0,773.0,4.81,4.84,2.98 +53538,0.51,Ideal,E,VVS1,61.1,54.7,2691.0,5.16,5.2,3.17 +32929,0.42,Premium,D,SI1,62.1,59.0,810.0,4.77,4.79,2.97 +22984,1.52,Ideal,I,VVS1,62.3,55.0,11033.0,7.32,7.37,4.58 +49313,0.34,Ideal,G,SI1,61.5,55.0,540.0,4.49,4.52,2.77 +45786,0.55,Premium,E,VS2,58.1,62.0,1708.0,5.46,5.38,3.15 +16354,0.3,Premium,H,VS2,62.7,59.0,608.0,4.26,4.22,2.66 +13078,1.06,Very Good,H,VS2,60.7,59.0,5415.0,6.56,6.63,4.0 +24035,0.29,Good,E,VVS2,62.7,61.0,633.0,4.2,4.22,2.64 +32835,0.42,Ideal,I,VS2,61.0,54.0,807.0,4.84,4.87,2.96 +7917,0.81,Ideal,D,VS2,59.5,60.0,4315.0,6.08,6.15,3.64 +24052,0.3,Very Good,G,VVS1,62.8,55.0,635.0,4.28,4.31,2.7 +41392,0.47,Premium,H,VS1,61.8,58.0,1221.0,4.99,4.94,3.07 +40231,0.4,Premium,D,VS1,59.2,59.0,1123.0,4.79,4.81,2.84 +24777,1.5,Ideal,G,VS2,62.0,55.0,13135.0,7.33,7.36,4.56 +17206,1.26,Good,G,SI1,63.2,61.0,6874.0,6.81,6.87,4.32 +29640,0.27,Very Good,J,VVS2,60.8,57.0,443.0,4.16,4.2,2.54 +6009,1.04,Premium,I,SI2,61.6,56.0,3960.0,6.56,6.49,4.02 +49069,1.0,Premium,H,I1,62.7,59.0,2058.0,6.39,6.33,3.98 +22427,1.01,Very Good,D,VVS2,62.5,59.0,10453.0,6.34,6.4,3.98 +37302,0.33,Ideal,F,IF,61.8,56.0,978.0,4.42,4.46,2.74 +11601,1.02,Ideal,G,SI1,60.6,59.0,5044.0,6.55,6.52,3.96 +17942,1.07,Good,E,VS2,63.1,56.0,7250.0,6.49,6.54,4.11 +20756,1.53,Premium,E,SI2,58.9,59.0,8996.0,7.63,7.55,4.47 +2316,0.71,Ideal,G,VVS1,62.1,56.0,3167.0,5.72,5.84,3.59 +52477,0.71,Very Good,D,SI2,60.2,58.0,2519.0,5.76,5.8,3.48 +20736,1.1,Ideal,F,VS2,60.7,57.0,8977.0,6.66,6.7,4.05 +2555,0.93,Very Good,J,VS2,63.3,61.0,3208.0,6.19,6.14,3.9 +3387,0.31,Premium,J,VS1,61.8,59.0,408.0,4.31,4.33,2.67 +20634,1.27,Very Good,F,VS2,60.7,61.0,8928.0,6.97,7.01,4.24 +30794,0.3,Ideal,E,VVS2,62.4,54.0,742.0,4.31,4.34,2.7 +19343,1.06,Premium,E,VS1,63.0,58.0,8044.0,6.49,6.46,4.08 +8608,1.2,Very Good,G,SI2,61.5,58.0,4443.0,6.83,6.85,4.21 +50924,0.7,Premium,F,SI1,60.2,58.0,2319.0,5.76,5.7,3.45 +7119,1.01,Good,E,SI2,57.5,63.0,4171.0,6.56,6.58,3.78 +51124,0.7,Premium,D,SI1,62.1,62.0,2339.0,5.63,5.58,3.48 +7824,1.0,Premium,D,SI2,60.8,60.0,4295.0,6.45,6.41,3.91 +18621,1.01,Ideal,G,VVS2,62.0,58.0,7597.0,6.36,6.39,3.95 +3938,0.9,Ideal,G,SI2,62.4,56.0,3500.0,6.14,6.19,3.85 +753,0.77,Premium,F,SI1,61.0,58.0,2856.0,5.94,5.9,3.61 +34801,0.36,Ideal,H,IF,62.2,54.1,877.0,4.57,4.6,2.86 +27378,0.35,Premium,H,SI1,61.3,55.0,647.0,4.58,4.55,2.8 +23287,2.01,Good,I,SI2,56.9,59.0,11312.0,8.41,8.3,4.74 +827,0.7,Ideal,H,VVS1,62.3,58.0,2866.0,5.66,5.7,3.54 +51787,0.7,Premium,F,SI1,60.8,58.0,2415.0,5.78,5.74,3.5 +5069,0.3,Premium,G,SI1,59.8,57.0,574.0,4.37,4.32,2.6 +17715,0.41,Ideal,J,VS2,62.3,54.0,613.0,4.77,4.8,2.98 +42949,0.3,Very Good,F,SI2,63.3,55.0,506.0,4.33,4.29,2.73 +36236,0.38,Ideal,E,VS1,60.7,56.0,933.0,4.7,4.72,2.86 +12708,0.26,Ideal,F,VVS1,61.6,57.0,599.0,4.08,4.1,2.52 +35623,0.3,Very Good,H,VS2,62.9,59.0,473.0,4.26,4.3,2.69 +18833,1.12,Ideal,G,VS1,61.6,55.0,7716.0,6.69,6.72,4.13 +35416,0.4,Premium,G,SI1,62.0,59.0,900.0,4.74,4.71,2.93 +41752,0.52,Very Good,F,SI1,58.6,61.0,1244.0,5.28,5.3,3.1 +11199,1.07,Ideal,I,SI1,62.0,55.0,4958.0,6.56,6.6,4.08 +36559,0.4,Ideal,E,SI1,62.7,57.0,945.0,4.72,4.69,2.95 +20764,1.01,Very Good,E,VVS2,61.5,58.0,9002.0,6.4,6.44,3.95 +39819,0.3,Premium,E,IF,61.0,59.0,1097.0,4.33,4.29,2.63 +38825,0.5,Very Good,I,SI1,63.5,56.0,1048.0,5.02,5.06,3.2 +42205,0.5,Very Good,E,SI1,63.4,55.0,1289.0,5.02,5.1,3.21 +13803,1.21,Ideal,H,SI2,62.6,56.0,5624.0,6.84,6.77,4.26 +47578,0.54,Ideal,H,VVS1,61.3,56.0,1875.0,5.23,5.27,3.22 +42802,0.4,Ideal,F,VVS2,61.8,55.0,1351.0,4.71,4.74,2.92 +36925,0.41,Ideal,G,VS1,60.8,56.0,961.0,4.82,4.79,2.92 +41500,0.58,Premium,J,VS2,59.5,62.0,1233.0,5.44,5.41,3.23 +1974,0.92,Premium,J,VS2,60.9,62.0,3091.0,6.31,6.26,3.83 +11279,1.35,Premium,J,VS2,61.2,61.0,4974.0,7.13,7.08,4.35 +3375,0.25,Ideal,G,SI1,62.3,57.0,407.0,4.03,4.09,2.53 +47372,0.54,Ideal,E,VS2,61.8,55.0,1847.0,5.26,5.24,3.24 +24817,3.0,Premium,G,I1,59.7,60.0,13203.0,9.42,9.26,5.58 +30062,0.3,Ideal,G,VVS1,61.8,56.0,720.0,4.34,4.37,2.69 +18057,0.32,Very Good,F,VS1,62.2,55.0,616.0,4.37,4.39,2.72 +28670,0.24,Ideal,F,VVS2,61.0,56.0,678.0,4.05,4.08,2.48 +46776,0.53,Ideal,F,VS2,61.6,57.0,1803.0,5.21,5.15,3.19 +10576,1.02,Premium,H,SI1,58.3,59.0,4819.0,6.68,6.59,3.87 +46742,0.54,Ideal,F,VS1,62.2,55.0,1799.0,5.23,5.25,3.26 +26052,1.51,Premium,F,VS2,59.1,60.0,15253.0,7.52,7.45,4.42 +936,0.84,Very Good,F,SI1,63.8,57.0,2885.0,5.95,6.0,3.81 +26651,2.03,Very Good,H,SI2,56.8,61.0,16442.0,8.52,8.42,4.81 +26294,1.52,Good,E,VS1,63.9,56.0,15792.0,7.25,7.21,4.62 +13658,1.01,Ideal,H,SI1,62.5,56.0,5589.0,6.38,6.45,4.01 +21727,2.01,Premium,J,SI1,61.7,60.0,9793.0,8.12,8.09,5.0 +47136,0.6,Premium,E,SI1,61.9,58.0,1830.0,5.43,5.39,3.35 +16878,1.01,Premium,D,VS1,61.1,56.0,6733.0,6.43,6.36,3.91 +25702,0.35,Ideal,D,SI1,60.8,55.0,644.0,4.56,4.59,2.78 +39987,0.41,Ideal,F,VS2,61.8,56.0,1107.0,4.8,4.78,2.96 +22987,1.87,Premium,H,SI2,62.5,58.0,11037.0,7.86,7.81,4.9 +12160,1.08,Ideal,D,SI2,59.1,60.0,5177.0,6.7,6.76,3.98 +20440,1.52,Very Good,I,SI1,63.7,58.0,8794.0,7.23,7.3,4.63 +33046,0.3,Ideal,F,VVS1,61.8,57.0,814.0,4.3,4.34,2.67 +33464,0.32,Ideal,F,VS2,61.1,57.0,828.0,4.47,4.44,2.72 +40827,0.48,Premium,F,SI1,61.1,61.0,1170.0,5.05,5.0,3.07 +3263,1.02,Very Good,J,SI2,63.1,58.0,3359.0,6.38,6.34,4.01 +30645,0.42,Very Good,D,SI1,63.0,59.0,735.0,4.77,4.79,3.01 +39509,0.4,Good,F,VVS1,60.6,62.0,1080.0,4.71,4.73,2.86 +4962,0.9,Good,H,VS1,64.0,59.0,3734.0,6.01,6.05,3.86 +20396,0.31,Very Good,G,VS1,62.8,58.0,625.0,4.27,4.3,2.69 +172,0.7,Premium,D,VS2,58.0,62.0,2773.0,5.87,5.78,3.38 +3279,0.82,Ideal,F,SI1,62.1,56.0,3361.0,6.04,6.0,3.74 +707,0.91,Fair,H,SI1,65.8,58.0,2854.0,6.04,6.01,3.96 +6276,1.0,Very Good,H,SI2,63.0,61.0,4015.0,6.31,6.35,3.99 +31946,0.3,Ideal,F,VS2,61.8,56.0,776.0,4.31,4.3,2.66 +30764,0.25,Ideal,E,VVS1,61.2,57.0,740.0,4.12,4.08,2.51 +19469,1.34,Good,H,VS2,59.1,60.0,8109.0,7.15,7.19,4.24 +37408,0.46,Ideal,F,SI1,61.6,54.0,983.0,4.97,5.0,3.07 +1895,0.79,Very Good,E,SI1,63.7,58.0,3077.0,5.79,5.85,3.71 +393,0.32,Ideal,I,SI1,62.4,57.0,554.0,4.37,4.35,2.72 +20298,2.5,Fair,G,I1,65.1,59.0,8711.0,8.55,8.39,5.53 +4455,0.88,Ideal,F,SI2,62.2,56.0,3619.0,6.11,6.17,3.82 +11694,1.01,Very Good,I,VS2,62.9,56.0,5067.0,6.38,6.43,4.03 +52499,0.5,Premium,D,VVS1,61.5,58.0,2525.0,5.12,5.06,3.13 +20192,1.04,Ideal,G,VVS1,62.2,55.0,8637.0,6.48,6.51,4.04 +10194,0.9,Good,D,VS2,62.6,62.0,4739.0,6.11,6.15,3.84 +40413,0.55,Ideal,I,SI1,61.7,55.0,1134.0,5.29,5.31,3.27 +8650,1.0,Good,F,SI1,64.0,57.0,4452.0,6.33,6.29,4.04 +36226,0.33,Very Good,D,VVS2,59.5,56.0,933.0,4.51,4.56,2.7 +24409,1.51,Ideal,D,SI1,60.7,59.0,12648.0,7.47,7.42,4.52 +28230,0.33,Very Good,F,VS2,61.2,58.0,666.0,4.45,4.5,2.74 +4272,0.71,Good,G,IF,57.8,62.0,3583.0,5.82,5.95,3.4 +47101,0.51,Ideal,D,VS1,60.7,57.0,1826.0,5.18,5.23,3.16 +35661,0.31,Good,G,VVS2,63.8,56.0,907.0,4.28,4.24,2.72 +48663,0.55,Ideal,E,VS1,61.2,57.0,2001.0,5.28,5.3,3.24 +44680,0.53,Very Good,F,VS2,60.5,55.0,1610.0,5.24,5.29,3.19 +20666,1.51,Good,I,VS2,62.2,59.0,8951.0,7.19,7.3,4.51 +18295,1.19,Good,D,VS1,63.8,55.0,7437.0,6.68,6.64,4.25 +40194,0.5,Premium,G,SI2,62.6,58.0,1121.0,5.09,5.03,3.17 +18984,1.09,Ideal,E,VS2,62.1,57.0,7813.0,6.62,6.56,4.09 +53687,0.8,Very Good,E,SI2,62.9,54.0,2715.0,5.91,6.02,3.75 +42649,0.4,Ideal,E,VVS1,61.5,56.0,1333.0,4.7,4.73,2.9 +16384,1.22,Ideal,H,SI1,62.2,56.0,6541.0,6.84,6.89,4.27 +33822,0.4,Very Good,I,VVS1,61.5,58.0,842.0,4.7,4.76,2.91 +28663,0.31,Ideal,G,VVS2,62.5,53.0,677.0,4.37,4.4,2.74 +9633,0.92,Premium,E,SI1,61.7,57.0,4637.0,6.32,6.2,3.86 +6122,1.02,Ideal,I,SI1,61.9,55.0,3983.0,6.43,6.46,3.99 +9901,1.07,Ideal,J,VS2,61.7,58.0,4686.0,6.58,6.55,4.05 +19914,1.28,Premium,G,VS2,61.4,58.0,8458.0,7.0,6.92,4.27 +7110,1.11,Very Good,I,SI2,62.6,55.0,4168.0,6.65,6.71,4.18 +35065,0.3,Ideal,D,VS1,60.7,56.0,885.0,4.38,4.41,2.67 +12159,1.3,Premium,J,SI1,61.5,58.0,5176.0,7.02,6.97,4.3 +42523,0.45,Premium,G,VVS1,60.8,58.0,1323.0,4.98,4.92,3.01 +43944,0.34,Ideal,H,SI1,61.3,56.0,516.0,4.48,4.52,2.76 +33875,0.3,Ideal,E,VS2,62.0,55.0,844.0,4.35,4.3,2.68 +31743,0.4,Premium,D,SI1,60.8,59.0,772.0,4.77,4.8,2.91 +31557,0.38,Very Good,G,VS2,60.4,57.0,766.0,4.67,4.7,2.83 +35213,0.35,Very Good,G,IF,62.1,54.0,892.0,4.53,4.57,2.82 +53398,0.83,Ideal,H,SI2,61.1,59.0,2666.0,6.05,6.1,3.71 +6376,0.25,Very Good,F,VVS2,62.0,59.0,576.0,3.99,4.04,2.49 +2705,0.31,Ideal,G,VS2,62.2,53.0,562.0,4.37,4.38,2.72 +27288,2.0,Premium,E,SI2,62.2,56.0,17760.0,8.14,8.06,5.04 +49000,0.72,Very Good,G,SI2,59.7,56.0,2050.0,5.83,5.89,3.5 +4233,1.1,Very Good,I,SI1,63.5,57.0,3573.0,6.55,6.53,4.15 +16306,1.13,Ideal,G,VS2,62.7,57.0,6525.0,6.65,6.68,4.18 +49832,0.84,Fair,D,SI2,64.5,60.0,2167.0,5.92,5.84,3.79 +32140,0.31,Good,H,VVS1,63.7,56.0,786.0,4.33,4.3,2.75 +38982,0.39,Premium,F,VS2,58.8,59.0,1053.0,4.83,4.8,2.83 +13684,1.01,Premium,D,SI1,60.7,58.0,5599.0,6.42,6.49,3.92 +22122,1.57,Premium,H,SI1,62.2,61.0,10149.0,7.38,7.32,4.57 +17612,1.24,Very Good,H,VS1,62.6,54.0,7092.0,6.84,6.88,4.29 +28614,0.3,Ideal,E,SI1,62.9,56.0,675.0,4.31,4.24,2.69 +50288,0.36,Premium,J,SI1,61.3,60.0,541.0,4.59,4.52,2.79 +16803,1.28,Ideal,H,SI1,62.4,56.0,6701.0,6.93,6.91,4.32 +18742,1.02,Very Good,G,VVS1,63.0,58.0,7657.0,6.4,6.43,4.04 +18775,1.02,Premium,F,VS1,62.8,58.0,7677.0,6.44,6.4,4.03 +48317,0.28,Very Good,F,VS1,62.3,52.0,536.0,4.2,4.26,2.62 +37789,0.3,Ideal,D,VVS1,61.3,57.0,1000.0,4.29,4.32,2.64 +10185,1.0,Good,G,SI1,63.9,60.0,4737.0,6.22,6.27,3.99 +20273,1.52,Premium,I,SI1,60.5,60.0,8694.0,7.4,7.48,4.5 +8330,1.0,Good,E,SI2,61.0,61.0,4394.0,6.37,6.44,3.91 +50242,0.7,Very Good,G,SI1,62.0,61.0,2234.0,5.68,5.71,3.53 +39225,0.51,Very Good,E,SI2,63.0,56.0,1067.0,5.12,5.14,3.23 +10221,1.01,Very Good,H,SI1,62.7,58.0,4743.0,6.36,6.34,3.98 +29924,0.31,Ideal,D,VS1,61.1,56.0,713.0,4.33,4.37,2.66 +35108,0.3,Ideal,F,IF,62.6,57.0,886.0,4.25,4.28,2.67 +26950,2.06,Premium,G,SI2,61.7,58.0,17012.0,8.2,8.15,5.04 +37499,0.53,Premium,E,SI2,62.2,57.0,984.0,5.2,5.16,3.22 +23495,1.02,Ideal,E,IF,62.6,57.0,11500.0,6.41,6.47,4.03 +43057,0.59,Ideal,G,SI1,63.4,56.0,1376.0,5.36,5.29,3.38 +50148,0.64,Ideal,E,SI1,60.9,57.0,2215.0,5.56,5.58,3.39 +35939,0.41,Ideal,D,SI1,63.0,56.0,920.0,4.8,4.75,3.01 +27653,1.71,Ideal,G,VVS2,62.1,55.0,18599.0,7.63,7.66,4.75 +33577,0.36,Very Good,D,VS1,59.0,57.0,832.0,4.71,4.74,2.79 +22870,1.62,Very Good,H,VS2,62.6,58.0,10912.0,7.57,7.45,4.7 +35678,0.42,Very Good,D,VS2,60.7,60.0,910.0,4.79,4.83,2.92 +44365,0.56,Ideal,G,VS2,60.6,57.0,1580.0,5.33,5.36,3.24 +46790,0.46,Good,F,IF,57.5,58.0,1806.0,5.12,5.18,2.96 +46661,0.51,Ideal,D,VS2,61.9,55.0,1787.0,5.11,5.13,3.17 +50829,0.74,Ideal,G,SI1,62.7,56.0,2309.0,5.78,5.74,3.61 +14835,1.25,Very Good,I,VS2,62.7,58.0,5975.0,6.74,6.95,4.29 +17345,1.35,Very Good,I,VS2,62.1,62.0,6961.0,6.97,7.05,4.35 +20758,1.51,Premium,I,VS2,62.3,60.0,8997.0,7.35,7.29,4.56 +16616,1.54,Premium,I,SI2,62.4,59.0,6640.0,7.33,7.35,4.58 +40914,0.42,Ideal,G,VVS1,61.4,56.0,1179.0,4.81,4.83,2.96 +36439,0.31,Ideal,D,VS2,61.7,55.0,942.0,4.4,4.35,2.7 +48458,0.73,Very Good,E,SI2,63.1,59.0,1975.0,5.76,5.72,3.62 +10946,1.01,Premium,F,SI1,62.5,58.0,4899.0,6.39,6.42,4.0 +33982,0.41,Good,G,VS1,63.3,62.0,847.0,4.67,4.71,2.97 +18840,1.4,Premium,I,VS1,61.6,59.0,7722.0,7.22,7.17,4.43 +3802,1.0,Very Good,J,SI1,61.9,62.0,3465.0,6.33,6.36,3.93 +16116,0.9,Premium,D,VS1,61.2,58.0,6441.0,6.27,6.25,3.83 +24224,1.57,Premium,D,SI1,62.3,59.0,12417.0,7.44,7.39,4.62 +36597,0.3,Premium,F,IF,61.6,58.0,947.0,4.32,4.35,2.67 +27375,0.32,Ideal,G,SI1,61.9,55.0,647.0,4.39,4.43,2.73 +50367,0.61,Ideal,E,VS2,61.9,53.0,2248.0,5.45,5.5,3.39 +8917,1.07,Premium,H,VS1,60.5,61.0,4494.0,6.67,6.59,4.01 +41638,0.32,Premium,J,VS2,61.9,58.0,504.0,4.38,4.35,2.7 +45001,0.57,Ideal,F,VS2,62.3,55.0,1637.0,5.3,5.36,3.32 +37443,0.51,Good,J,VS2,63.1,56.0,984.0,5.1,5.13,3.23 +28977,0.31,Premium,I,VS2,60.8,58.0,435.0,4.34,4.37,2.65 +13921,1.2,Very Good,G,SI1,63.2,59.0,5665.0,6.77,6.74,4.27 +49899,0.65,Very Good,G,VVS2,61.3,59.0,2178.0,5.51,5.61,3.41 +32661,0.31,Ideal,H,VVS2,62.8,57.0,802.0,4.33,4.3,2.71 +11187,1.0,Ideal,D,SI2,61.5,56.0,4956.0,6.45,6.41,3.95 +44898,0.5,Very Good,E,VS2,63.2,57.0,1629.0,5.06,5.03,3.19 +3332,0.91,Premium,I,VS2,62.4,61.0,3376.0,6.18,6.16,3.85 +40251,0.51,Premium,H,SI2,62.9,56.0,1125.0,5.08,5.06,3.19 +23721,0.25,Very Good,F,VVS1,62.2,56.0,633.0,4.02,4.03,2.5 +16785,1.31,Very Good,I,SI1,62.6,59.0,6686.0,6.97,6.86,4.33 +45761,0.61,Very Good,I,VS2,62.7,57.0,1706.0,5.39,5.42,3.39 +50059,0.57,Ideal,E,VS2,61.3,57.0,2202.0,5.29,5.38,3.27 +25211,1.51,Ideal,G,VS1,62.8,56.0,13811.0,7.29,7.24,4.56 +12088,1.05,Premium,H,SI1,59.3,58.0,5161.0,6.65,6.61,3.93 +50191,0.72,Ideal,F,SI2,62.0,55.0,2224.0,5.75,5.79,3.58 +10961,0.94,Very Good,D,SI1,60.7,60.0,4902.0,6.27,6.32,3.82 +47351,0.5,Premium,D,VS2,61.9,58.0,1845.0,5.1,5.04,3.14 +6212,1.07,Very Good,I,SI1,58.4,60.0,4001.0,6.68,6.78,3.93 +52576,0.7,Very Good,E,SI1,60.9,59.0,2537.0,5.67,5.76,3.48 +45161,0.5,Premium,D,SI1,60.7,61.0,1654.0,5.12,5.09,3.1 +35073,0.38,Very Good,G,VS1,57.1,63.0,886.0,4.77,4.86,2.75 +24074,2.01,Good,H,SI2,57.6,60.0,12215.0,8.32,8.23,4.76 +30968,0.38,Ideal,I,SI1,62.3,56.0,746.0,4.63,4.58,2.87 +27686,3.01,Premium,J,SI2,59.7,58.0,18710.0,9.41,9.32,5.59 +23458,1.21,Very Good,F,VVS2,61.0,58.0,11455.0,6.89,6.92,4.21 +32688,0.31,Very Good,G,VS1,63.2,56.0,802.0,4.32,4.29,2.72 +6088,0.91,Good,E,SI1,64.0,61.0,3973.0,6.01,6.06,3.86 +5910,1.06,Ideal,G,SI2,62.3,55.0,3936.0,6.54,6.49,4.06 +27924,0.4,Ideal,J,VS1,62.2,54.3,658.0,4.73,4.75,2.95 +20949,1.22,Ideal,G,VS1,60.7,57.0,9166.0,6.94,6.93,4.21 +51900,0.71,Ideal,I,VS1,61.5,60.0,2432.0,5.7,5.74,3.52 +46569,0.71,Good,E,SI2,57.5,58.0,1783.0,5.91,5.89,3.39 +5890,0.8,Ideal,E,VS2,60.9,57.0,3930.0,6.01,6.05,3.67 +272,0.7,Very Good,E,VS2,62.9,57.0,2793.0,5.66,5.69,3.57 +43540,0.41,Ideal,D,VS1,61.1,56.0,1427.0,4.8,4.83,2.94 +30256,0.31,Very Good,E,VVS1,60.4,61.0,725.0,4.34,4.4,2.64 +6270,1.04,Ideal,I,VS2,62.9,56.0,4013.0,6.5,6.41,4.06 +3446,0.9,Premium,H,SI1,61.4,60.0,3387.0,6.13,6.08,3.75 +4676,1.0,Good,F,SI2,60.6,62.0,3672.0,6.36,6.45,3.88 +1566,0.8,Very Good,H,SI1,63.0,57.0,3005.0,5.89,5.95,3.73 +42360,0.46,Premium,E,VS2,62.2,58.0,1302.0,4.99,4.95,3.09 +51268,0.7,Fair,D,SI2,58.1,60.0,2358.0,5.79,5.82,3.37 +28364,0.4,Good,H,SI1,62.0,61.0,667.0,4.69,4.73,2.92 +53304,0.3,Premium,D,SI1,61.6,58.0,552.0,4.29,4.32,2.65 +18643,1.11,Ideal,G,VS2,62.0,56.0,7608.0,6.65,6.62,4.12 +2901,0.8,Very Good,F,VS2,63.3,59.8,3283.0,5.79,5.83,3.68 +43907,0.39,Very Good,E,I1,62.8,57.0,511.0,4.61,4.66,2.91 +30323,0.36,Premium,G,VS1,59.7,59.0,726.0,4.61,4.64,2.76 +25599,2.14,Good,I,SI2,63.8,57.0,14452.0,8.17,8.14,5.2 +20282,1.5,Good,I,VS2,57.8,60.0,8702.0,7.54,7.5,4.35 +38302,0.35,Very Good,D,SI2,62.4,57.0,487.0,4.47,4.5,2.8 +26565,1.2,Ideal,E,VVS1,61.8,56.0,16256.0,6.78,6.87,4.22 +30493,0.31,Premium,D,SI1,61.4,58.0,732.0,4.39,4.34,2.68 +45541,0.51,Premium,F,VS2,62.1,58.0,1687.0,5.12,5.09,3.17 +37695,0.41,Premium,J,VVS1,60.1,58.0,994.0,4.83,4.79,2.89 +9684,1.23,Premium,J,SI1,61.9,54.0,4649.0,6.89,6.86,4.26 +2891,0.9,Fair,H,SI1,61.4,61.0,3282.0,6.08,6.14,3.75 +46001,0.55,Very Good,E,VS2,61.2,57.0,1725.0,5.22,5.27,3.21 +10248,1.01,Good,H,SI1,63.1,59.0,4749.0,6.32,6.36,4.0 +48494,0.66,Ideal,D,VS2,61.8,56.0,1981.0,5.6,5.57,3.45 +35891,0.32,Ideal,G,IF,61.7,54.0,918.0,4.39,4.42,2.72 +35618,0.34,Ideal,G,SI1,62.7,57.0,473.0,4.48,4.51,2.82 +3135,0.74,Very Good,G,VVS1,63.2,56.0,3328.0,5.74,5.72,3.62 +11808,1.04,Premium,H,SI1,61.0,58.0,5090.0,6.6,6.54,4.01 +16531,1.04,Good,F,VS2,63.7,58.0,6606.0,6.34,6.43,4.07 +47073,0.52,Ideal,D,VS2,61.9,57.0,1822.0,5.14,5.17,3.19 +52774,0.75,Ideal,I,VS1,61.9,54.1,2564.0,5.82,5.85,3.61 +36017,0.35,Premium,E,VS1,62.2,58.0,921.0,4.5,4.47,2.79 +10934,1.1,Ideal,I,VS2,62.0,56.0,4897.0,6.67,6.62,4.12 +17493,1.05,Ideal,G,VS1,61.3,57.0,7027.0,6.51,6.58,4.01 +44926,0.51,Ideal,G,VS1,60.2,56.0,1632.0,5.18,5.24,3.14 +33109,0.4,Good,G,VS2,59.6,63.0,816.0,4.77,4.81,2.85 +30519,0.3,Premium,D,VS1,61.2,59.0,732.0,4.34,4.29,2.64 +53720,0.55,Ideal,D,VVS2,61.6,56.0,2720.0,5.23,5.29,3.24 +51916,0.7,Ideal,E,SI2,62.3,58.0,2436.0,5.66,5.7,3.54 +6819,1.01,Ideal,I,VS1,62.9,56.0,4118.0,6.43,6.38,4.03 +34597,0.27,Very Good,E,VS2,61.3,58.0,470.0,4.13,4.16,2.54 +29802,0.3,Premium,D,SI1,62.2,58.0,709.0,4.31,4.28,2.67 +22544,1.2,Premium,F,VVS2,62.8,60.0,10580.0,6.79,6.74,4.25 +43707,0.61,Very Good,F,SI2,62.9,56.6,1437.0,5.38,5.45,3.4 +29298,0.3,Ideal,I,VS2,61.3,58.0,438.0,4.3,4.31,2.64 +14386,0.3,Premium,H,VVS2,62.4,58.0,605.0,4.26,4.3,2.67 +18329,1.07,Very Good,G,VVS2,61.6,57.0,7457.0,6.55,6.59,4.05 +22690,0.3,Very Good,G,VS1,62.5,59.0,629.0,4.32,4.25,2.68 +38263,0.26,Premium,G,VS1,61.3,60.0,382.0,4.07,4.12,2.51 +43989,0.31,Premium,F,I1,62.9,59.0,394.0,4.33,4.29,2.71 +45467,0.53,Ideal,E,VS2,61.8,56.0,1676.0,5.17,5.21,3.21 +53452,0.7,Very Good,G,VS1,61.7,59.0,2676.0,5.66,5.69,3.5 +14778,1.25,Premium,D,SI2,63.0,62.0,5947.0,6.86,6.82,4.3 +41049,0.44,Ideal,G,SI1,60.9,56.0,1188.0,4.88,4.94,2.99 +41558,0.53,Very Good,G,SI1,61.2,55.0,1237.0,5.21,5.34,3.23 +40979,0.41,Ideal,D,VVS2,62.5,57.0,1181.0,4.75,4.72,2.96 +15704,0.24,Very Good,F,VVS2,61.8,56.0,608.0,4.01,4.04,2.48 +20281,1.5,Very Good,F,SI2,63.1,63.0,8702.0,7.27,7.21,4.57 +23626,1.54,Very Good,F,SI1,58.8,60.0,11650.0,7.54,7.59,4.45 +5194,0.91,Good,G,SI1,63.5,61.0,3776.0,6.05,6.1,3.86 +35411,0.32,Ideal,E,VS2,62.1,55.0,900.0,4.42,4.4,2.74 +52063,0.7,Good,E,SI2,63.5,56.0,2453.0,5.6,5.68,3.58 +25057,2.02,Very Good,J,VS2,61.5,59.0,13564.0,8.06,8.13,4.98 +26652,2.05,Ideal,G,SI2,59.8,59.0,16446.0,8.22,8.31,4.94 +4390,0.31,Ideal,D,SI1,62.6,57.0,571.0,4.3,4.33,2.7 +44115,0.53,Premium,F,VS1,61.5,61.0,1558.0,5.17,5.11,3.16 +2251,1.03,Premium,J,SI2,62.2,59.0,3149.0,6.42,6.4,3.99 +19941,1.06,Ideal,G,VVS1,61.6,57.0,8488.0,6.53,6.55,4.03 +41615,0.24,Very Good,G,VVS1,61.7,56.0,504.0,3.98,4.02,2.46 +22720,1.67,Premium,I,VS2,61.9,56.0,10736.0,7.64,7.6,4.72 +14613,0.9,Ideal,D,VS2,63.0,57.0,5897.0,6.14,6.09,3.85 +23091,1.62,Ideal,H,VS2,62.4,57.0,11114.0,7.48,7.53,4.68 +53524,0.77,Ideal,E,SI2,62.3,57.0,2689.0,5.88,5.91,3.67 +53595,0.76,Fair,H,VVS2,64.8,57.0,2699.0,5.67,5.81,3.71 +24530,1.5,Ideal,G,VS2,63.0,56.0,12821.0,7.32,7.26,4.59 +11965,1.15,Premium,H,SI1,60.9,57.0,5139.0,6.8,6.72,4.12 +2692,0.9,Good,I,VS2,63.7,61.0,3246.0,6.1,6.06,3.87 +35246,0.3,Ideal,E,VVS1,60.5,57.0,895.0,4.34,4.39,2.64 +24876,1.51,Premium,G,VS1,61.1,58.0,13293.0,7.38,7.36,4.5 +17000,1.01,Premium,E,VS2,62.9,58.0,6787.0,6.39,6.36,4.01 +27100,1.54,Ideal,F,VS2,61.8,56.0,17240.0,7.36,7.39,4.56 +41684,0.54,Ideal,F,SI2,61.1,56.0,1240.0,5.26,5.22,3.2 +30640,0.36,Ideal,I,IF,61.8,55.0,735.0,4.58,4.61,2.84 +20842,1.51,Ideal,I,VS2,62.6,56.0,9069.0,7.27,7.32,4.57 +50863,0.71,Very Good,E,SI2,62.2,58.0,2313.0,5.68,5.73,3.55 +35041,0.4,Ideal,G,VVS2,61.4,53.0,883.0,4.73,4.81,2.93 +8874,1.01,Very Good,F,SI2,61.9,57.0,4484.0,6.42,6.35,3.95 +21550,2.03,Good,I,SI2,63.8,63.0,9651.0,7.89,7.84,5.02 +24509,1.5,Fair,G,VS2,64.4,56.0,12787.0,7.16,7.09,4.59 +19095,1.01,Premium,G,VVS2,60.7,58.0,7862.0,6.52,6.49,3.95 +53875,0.71,Very Good,D,VS2,62.5,60.0,2745.0,5.61,5.65,3.52 +33506,0.32,Premium,G,VS1,62.5,60.0,828.0,4.35,4.29,2.7 +41670,0.46,Ideal,D,VS2,62.4,56.0,1240.0,4.95,4.98,3.1 +35248,0.3,Premium,E,VVS1,60.0,60.0,895.0,4.35,4.38,2.62 +4572,0.76,Ideal,F,VS2,61.9,57.0,3648.0,5.83,5.86,3.62 +13322,1.0,Premium,E,SI1,61.6,59.0,5500.0,6.38,6.41,3.94 +31732,0.31,Ideal,G,VVS1,62.3,56.0,772.0,4.34,4.37,2.71 +15767,1.0,Premium,D,VS2,61.2,61.0,6303.0,6.39,6.35,3.9 +12067,1.0,Premium,G,SI1,61.9,62.0,5154.0,6.22,6.18,3.84 +47851,0.77,Good,J,SI1,63.3,57.0,1909.0,5.79,5.84,3.68 +28424,0.38,Ideal,J,VVS2,61.7,54.6,670.0,4.65,4.69,2.89 +32710,0.31,Ideal,F,VS2,61.8,56.0,802.0,4.37,4.33,2.69 +33483,0.32,Premium,F,VS2,61.5,58.0,828.0,4.42,4.39,2.71 +19557,1.5,Premium,E,SI2,61.7,58.0,8190.0,7.2,7.17,4.43 +43434,0.5,Premium,I,VVS1,58.2,62.0,1415.0,5.25,5.19,3.04 +34010,0.33,Very Good,E,VVS1,61.6,53.0,848.0,4.46,4.5,2.76 +52169,0.7,Very Good,G,VS1,62.8,57.0,2475.0,5.63,5.68,3.55 +10114,1.02,Very Good,G,SI1,63.2,59.0,4718.0,6.41,6.37,4.04 +1791,1.02,Good,E,I1,63.1,60.0,3051.0,6.31,6.4,4.01 +17564,1.2,Very Good,H,VS2,62.5,60.0,7072.0,6.72,6.78,4.22 +31096,0.36,Very Good,H,VVS1,62.0,55.0,753.0,4.57,4.6,2.84 +25729,1.54,Ideal,G,VS1,62.0,57.0,14650.0,7.4,7.45,4.6 +1577,0.71,Ideal,G,SI1,61.3,55.0,3007.0,5.73,5.79,3.53 +8603,1.11,Very Good,I,SI2,62.5,58.0,4442.0,6.59,6.65,4.14 +35114,0.3,Ideal,F,IF,62.3,53.0,886.0,4.34,4.36,2.71 +30409,0.34,Very Good,D,VS2,60.0,59.0,730.0,4.5,4.56,2.72 +44297,0.52,Ideal,E,SI1,61.6,55.0,1577.0,5.19,5.16,3.19 +21466,1.53,Ideal,H,SI2,61.2,56.0,9562.0,7.46,7.43,4.56 +24884,1.01,Very Good,D,VVS1,62.8,57.0,13312.0,6.36,6.41,4.01 +2829,0.9,Good,F,SI2,63.2,57.0,3267.0,6.09,6.15,3.87 +50342,0.62,Ideal,D,VS2,61.2,56.0,2243.0,5.49,5.52,3.37 +5535,0.9,Very Good,F,SI1,61.7,60.0,3854.0,6.19,6.22,3.83 +5079,1.25,Premium,J,VS2,59.8,58.0,3751.0,7.02,6.96,4.18 +46677,0.59,Ideal,E,SI1,61.4,56.0,1789.0,5.39,5.36,3.3 +34936,0.28,Very Good,H,VS2,61.4,57.0,376.0,4.21,4.23,2.59 +35580,0.35,Ideal,F,VS2,62.4,57.0,906.0,4.51,4.5,2.81 +33367,0.41,Ideal,G,VS2,61.4,55.0,827.0,4.75,4.8,2.93 +52419,0.74,Premium,E,SI2,58.8,60.0,2512.0,5.93,5.91,3.48 +38609,0.39,Very Good,D,VS2,59.5,57.0,1040.0,4.79,4.82,2.86 +46702,0.55,Ideal,G,VS1,61.3,57.0,1792.0,5.28,5.25,3.23 +5057,0.3,Ideal,D,SI2,60.2,56.0,574.0,4.4,4.37,2.64 +53197,0.77,Very Good,G,SI1,62.7,57.0,2633.0,5.79,5.85,3.65 +23768,1.53,Premium,F,SI1,58.5,59.0,11820.0,7.62,7.55,4.44 +3725,0.36,Ideal,H,VS2,62.1,55.0,568.0,4.57,4.58,2.84 +10894,1.02,Premium,F,SI1,62.5,56.0,4884.0,6.44,6.35,4.0 +27624,2.0,Fair,G,VS2,67.6,58.0,18515.0,7.65,7.61,5.16 +35346,0.42,Very Good,H,SI1,63.1,57.0,898.0,4.78,4.76,3.01 +52058,0.7,Very Good,H,VS1,61.2,55.0,2453.0,5.68,5.72,3.49 +4570,0.8,Ideal,E,VS2,62.2,57.0,3648.0,5.95,5.98,3.71 +53458,0.77,Ideal,E,SI2,62.4,56.0,2677.0,5.83,5.86,3.65 +27741,1.71,Premium,F,VS2,62.3,59.0,18791.0,7.57,7.53,4.7 +9885,1.06,Ideal,D,SI2,61.2,57.0,4682.0,6.59,6.51,4.01 +10400,0.31,Very Good,G,SI1,63.2,54.0,593.0,4.33,4.31,2.73 +25959,2.01,Ideal,I,SI1,62.5,57.0,15140.0,8.08,8.01,5.03 +12472,1.25,Premium,I,SI1,62.5,59.0,5250.0,6.89,6.81,4.28 +53461,0.92,Good,G,SI2,63.8,57.0,2677.0,6.19,6.13,3.93 +2721,0.26,Ideal,E,VVS2,62.5,55.0,564.0,4.07,4.09,2.55 +19168,1.08,Ideal,F,VS2,61.0,57.0,7923.0,6.68,6.61,4.06 +44469,0.51,Premium,E,SI1,61.5,58.0,1593.0,5.14,5.11,3.15 +623,0.7,Ideal,F,SI1,61.0,56.0,2840.0,5.75,5.8,3.52 +53301,0.3,Very Good,I,VVS1,62.8,59.0,552.0,4.24,4.29,2.68 +35425,0.32,Premium,E,VS2,61.0,59.0,900.0,4.45,4.44,2.71 +40518,0.48,Ideal,G,SI1,61.6,55.0,1145.0,5.06,5.1,3.13 +11524,1.24,Premium,J,VS2,61.4,59.0,5026.0,6.91,6.83,4.22 +34405,0.34,Ideal,H,IF,61.7,55.0,863.0,4.5,4.54,2.79 +6147,0.9,Very Good,D,SI2,59.5,58.0,3989.0,6.28,6.33,3.75 +10460,1.14,Premium,H,SI2,60.6,59.0,4788.0,6.8,6.77,4.11 +37521,0.31,Very Good,E,IF,58.1,60.0,987.0,4.45,4.5,2.6 +38556,0.31,Ideal,D,VVS2,61.2,55.0,1034.0,4.37,4.42,2.69 +37117,0.43,Good,E,VS1,59.9,61.0,970.0,4.89,4.93,2.94 +51974,0.24,Very Good,F,VVS2,60.9,55.0,547.0,4.07,4.08,2.48 +41655,0.58,Very Good,H,SI1,59.7,57.0,1239.0,5.41,5.47,3.25 +31908,0.3,Premium,G,VS1,61.9,59.0,776.0,4.32,4.28,2.66 +24984,2.07,Very Good,J,VS2,61.3,56.0,13495.0,8.16,8.2,5.02 +7597,0.91,Ideal,G,VS2,62.3,57.0,4257.0,6.18,6.24,3.87 +30491,0.31,Ideal,D,SI1,62.2,55.0,732.0,4.37,4.34,2.71 +9541,1.13,Premium,H,SI2,61.1,59.0,4619.0,6.73,6.65,4.09 +23241,1.39,Premium,E,VS2,61.7,59.0,11248.0,7.13,7.09,4.39 +35457,0.32,Ideal,E,VS2,61.9,56.0,900.0,4.4,4.35,2.71 +19314,1.02,Ideal,F,VS1,61.2,57.0,8024.0,6.45,6.52,3.98 +47580,0.6,Ideal,F,VS2,61.9,55.0,1875.0,5.43,5.46,3.37 +4434,0.73,Ideal,D,SI1,61.3,57.0,3615.0,5.81,5.83,3.57 +23293,2.0,Fair,I,VS1,58.5,68.0,11322.0,8.26,8.15,4.8 +14357,1.13,Ideal,I,VS1,61.6,54.0,5813.0,6.72,6.74,4.15 +49052,0.51,Ideal,D,VS2,62.5,56.0,2056.0,5.13,5.11,3.2 +17365,1.01,Very Good,G,VVS2,63.4,55.0,6968.0,6.41,6.34,4.04 +43963,0.35,Ideal,G,SI2,61.2,56.0,517.0,4.56,4.59,2.8 +30726,0.41,Good,D,SI1,63.2,58.0,738.0,4.72,4.77,3.0 +898,1.0,Fair,J,VS1,65.5,55.0,2875.0,6.3,6.25,4.11 +6871,0.91,Premium,H,VS2,59.9,62.0,4128.0,6.33,6.26,3.77 +1138,0.71,Very Good,E,VS2,60.7,60.0,2921.0,5.75,5.78,3.5 +27791,0.37,Very Good,G,VS2,60.7,57.0,649.0,4.64,4.69,2.83 +11216,0.9,Very Good,F,VS1,62.5,58.0,4961.0,6.1,6.15,3.83 +43853,0.5,Very Good,I,VVS1,62.8,61.0,1448.0,4.98,5.05,3.15 +36972,0.42,Ideal,G,VVS2,61.4,54.0,962.0,4.81,4.9,2.98 +52119,0.75,Very Good,F,SI1,60.6,60.0,2463.0,5.88,5.91,3.57 +16804,1.57,Very Good,J,SI2,62.1,60.0,6702.0,7.37,7.41,4.59 +18264,1.51,Very Good,J,VS2,60.2,59.0,7418.0,7.35,7.36,4.43 +2128,0.86,Ideal,I,VS2,62.1,57.0,3121.0,6.1,6.07,3.78 +18125,1.44,Fair,H,VS1,58.1,69.0,7338.0,7.49,7.34,4.32 +42586,0.52,Very Good,E,SI1,63.0,54.0,1330.0,5.11,5.15,3.23 +6493,1.06,Good,H,SI1,57.2,60.0,4060.0,6.84,6.74,3.88 +49377,0.7,Premium,G,SI2,61.3,58.0,2100.0,5.75,5.67,3.5 +24951,2.0,Premium,G,SI2,62.9,58.0,13420.0,7.98,7.92,5.0 +14416,1.05,Premium,G,VS2,61.9,59.0,5821.0,6.56,6.52,4.05 +50861,0.54,Premium,E,VVS2,61.0,59.0,2313.0,5.28,5.27,3.22 +48773,0.72,Premium,E,SI2,61.6,59.0,2019.0,5.83,5.68,3.55 +30456,0.3,Ideal,F,VS1,61.7,56.0,731.0,4.34,4.32,2.67 +43592,0.31,Ideal,H,VS2,61.5,56.0,507.0,4.38,4.4,2.7 +17218,1.08,Ideal,F,SI1,61.8,55.0,6884.0,6.58,6.63,4.08 +16439,1.23,Very Good,I,VS1,63.1,58.0,6564.0,6.77,6.91,4.32 +40226,0.4,Premium,D,VS1,62.5,60.0,1123.0,4.66,4.72,2.93 +3188,0.73,Ideal,G,VS1,62.0,55.0,3342.0,5.74,5.79,3.58 +40284,0.34,Ideal,I,VS2,61.1,55.0,495.0,4.51,4.55,2.77 +41690,0.5,Premium,E,SI2,61.3,56.0,1240.0,5.13,5.08,3.13 +17895,1.21,Premium,H,VS1,62.3,58.0,7223.0,6.84,6.77,4.24 +42856,0.41,Ideal,D,VVS2,62.1,56.0,1356.0,4.78,4.76,2.96 +22715,1.5,Very Good,D,SI2,64.0,56.0,10730.0,7.17,7.23,4.61 +46456,0.71,Good,J,VS2,63.8,58.0,1774.0,5.61,5.58,3.57 +12404,1.01,Good,E,SI1,57.9,57.0,5233.0,6.6,6.67,3.84 +35202,0.33,Ideal,I,IF,61.8,55.0,891.0,4.47,4.46,2.76 +3953,0.7,Ideal,E,VS2,61.0,56.0,3504.0,5.74,5.78,3.52 +45125,0.85,Fair,G,I1,62.7,60.0,1651.0,6.05,5.96,3.77 +25571,2.2,Ideal,H,SI2,62.6,55.0,14408.0,8.34,8.31,5.21 +27742,2.15,Ideal,G,SI2,62.6,54.0,18791.0,8.29,8.35,5.21 +30370,0.36,Very Good,H,VS2,63.5,54.0,729.0,4.59,4.55,2.9 +4382,0.31,Very Good,D,SI1,62.1,58.0,571.0,4.3,4.33,2.68 +49106,0.63,Premium,E,VS1,61.8,60.0,2064.0,5.51,5.49,3.4 +29081,0.41,Very Good,D,SI1,64.1,54.0,689.0,4.72,4.74,3.03 +4403,0.31,Ideal,D,SI1,60.8,56.0,571.0,4.32,4.37,2.64 +50927,0.59,Ideal,D,VS1,62.0,56.0,2319.0,5.35,5.39,3.33 +34121,0.38,Ideal,E,VS2,61.7,54.3,853.0,4.68,4.69,2.89 +51886,0.56,Ideal,E,VVS2,61.5,57.0,2429.0,5.27,5.34,3.26 +48844,0.55,Premium,E,VS2,61.1,58.0,2030.0,5.3,5.28,3.23 +19535,1.22,Ideal,H,VS1,62.6,56.0,8167.0,6.83,6.87,4.29 +35596,0.31,Premium,H,VVS1,60.6,59.0,907.0,4.38,4.36,2.65 +30715,0.33,Ideal,F,VS1,61.6,55.0,738.0,4.46,4.47,2.76 +11284,1.05,Premium,G,SI1,60.3,57.0,4974.0,6.64,6.59,3.99 +8872,0.9,Very Good,G,VS2,58.5,59.0,4484.0,6.35,6.36,3.72 +20358,1.51,Ideal,I,SI1,62.4,59.0,8752.0,7.27,7.34,4.56 +7306,0.96,Premium,G,SI2,59.3,58.0,4204.0,6.49,6.43,3.83 +52739,0.73,Ideal,E,SI2,60.9,57.0,2559.0,5.8,5.83,3.54 +31064,0.27,Good,E,VVS1,63.9,57.0,752.0,4.1,4.07,2.61 +34446,0.31,Ideal,E,VVS2,60.2,57.0,864.0,4.39,4.41,2.65 +7901,1.0,Fair,F,VS2,68.3,58.0,4312.0,5.98,5.95,4.08 +13627,1.01,Ideal,G,SI1,62.6,56.0,5576.0,6.41,6.44,4.02 +1948,1.02,Fair,I,SI2,64.5,56.0,3084.0,6.28,6.25,4.04 +6226,1.0,Very Good,E,SI2,59.1,61.0,4004.0,6.39,6.44,3.79 +10612,1.02,Premium,H,VS1,62.1,57.0,4827.0,6.46,6.42,4.0 +44843,0.56,Ideal,H,VS2,61.3,56.0,1625.0,5.32,5.27,3.25 +30750,0.39,Ideal,H,VS1,61.9,57.0,740.0,4.71,4.76,2.93 +29362,0.31,Very Good,G,VS2,63.1,56.0,698.0,4.37,4.31,2.74 +12808,1.21,Ideal,J,SI1,61.9,54.0,5341.0,6.85,6.88,4.25 +46654,0.51,Ideal,D,VS2,61.9,57.0,1787.0,5.11,5.13,3.17 +25354,0.28,Very Good,E,VVS2,59.1,59.0,642.0,4.27,4.33,2.54 +52996,0.73,Ideal,I,VS1,61.6,55.0,2596.0,5.77,5.79,3.56 +10396,0.31,Ideal,G,SI1,62.2,55.0,593.0,4.36,4.35,2.71 +2962,0.91,Ideal,J,VS1,60.7,57.0,3296.0,6.26,6.23,3.79 +37842,0.33,Ideal,D,VS2,62.8,54.0,1002.0,4.46,4.43,2.79 +51042,0.7,Premium,H,VS2,60.8,59.0,2330.0,5.71,5.74,3.48 +6257,0.92,Premium,E,SI2,61.7,59.0,4011.0,6.18,6.27,3.84 +43030,0.58,Very Good,F,SI1,62.6,57.0,1373.0,5.24,5.36,3.32 +29971,0.29,Ideal,F,VVS1,61.1,57.0,715.0,4.26,4.29,2.61 +25199,2.04,Very Good,H,SI2,63.2,58.0,13790.0,8.1,8.0,5.09 +9037,0.36,Ideal,H,VS2,61.0,55.0,587.0,4.59,4.62,2.81 +44461,0.55,Ideal,I,VVS1,61.7,56.0,1593.0,5.24,5.29,3.25 +10809,1.0,Ideal,E,SI1,61.5,57.0,4864.0,6.41,6.47,3.96 +14582,1.13,Ideal,H,VS2,62.0,57.0,5885.0,6.7,6.66,4.14 +37996,0.43,Ideal,H,VVS2,61.3,56.0,1008.0,4.9,4.86,2.99 +21322,1.51,Ideal,F,SI2,62.6,55.0,9471.0,7.39,7.35,4.61 +44804,0.5,Very Good,E,VS2,61.8,58.0,1624.0,5.05,5.11,3.14 +37486,0.35,Premium,E,VS2,58.9,59.0,984.0,4.64,4.59,2.72 +17550,1.05,Premium,G,VS1,61.6,58.0,7063.0,6.51,6.48,4.0 +16761,1.06,Premium,F,VS2,61.8,60.0,6673.0,6.58,6.53,4.05 +52031,0.71,Very Good,G,SI1,61.7,59.0,2448.0,5.72,5.78,3.55 +45883,0.55,Ideal,F,SI1,61.7,56.0,1718.0,5.3,5.26,3.25 +24492,2.03,Very Good,D,SI2,63.1,59.0,12765.0,8.12,7.99,5.08 +11925,1.09,Ideal,H,SI1,61.1,57.0,5125.0,6.62,6.71,4.07 +44682,0.5,Premium,D,SI1,62.3,58.0,1610.0,5.08,5.07,3.16 +22437,1.2,Ideal,G,VVS2,62.2,53.0,10463.0,6.8,6.84,4.24 +30548,0.31,Premium,E,VS1,61.0,58.0,734.0,4.37,4.39,2.67 +12311,1.04,Ideal,F,SI1,61.4,59.0,5220.0,6.46,6.5,3.98 +50809,0.78,Very Good,F,SI2,61.5,59.0,2307.0,5.88,5.95,3.63 +3702,1.0,Good,E,SI2,64.3,58.0,3450.0,6.18,6.11,3.95 +48499,0.7,Fair,H,VS2,57.0,58.0,1981.0,5.87,5.89,3.35 +21090,1.14,Ideal,F,VVS1,61.6,57.0,9259.0,6.71,6.76,4.15 +6315,0.96,Premium,H,SI1,63.0,58.0,4026.0,6.27,6.23,3.94 +19159,1.11,Ideal,G,VS1,61.6,56.0,7917.0,6.64,6.67,4.1 +35982,0.42,Premium,G,VS1,60.9,58.0,921.0,4.81,4.84,2.94 +51292,0.75,Premium,E,SI1,59.8,60.0,2360.0,5.9,5.84,3.51 +5320,0.9,Good,D,SI2,62.3,58.0,3806.0,6.05,6.27,3.84 +20079,1.5,Ideal,I,SI1,59.4,60.0,8555.0,7.54,7.5,4.47 +1586,0.7,Ideal,F,VS2,61.3,57.0,3008.0,5.7,5.76,3.51 +11692,1.34,Very Good,E,SI2,62.1,63.0,5065.0,7.06,7.01,4.37 +12514,1.16,Ideal,H,SI2,62.2,55.7,5260.0,6.68,6.74,4.18 +36630,0.24,Very Good,F,VVS1,61.8,58.0,478.0,3.95,3.98,2.45 +15052,0.3,Ideal,G,VS1,59.9,56.0,605.0,4.37,4.41,2.63 +34669,0.31,Premium,E,VS2,61.8,59.0,872.0,4.37,4.3,2.68 +33051,0.3,Ideal,F,VVS1,62.5,57.0,814.0,4.26,4.29,2.67 +10486,1.02,Premium,H,SI1,62.0,60.0,4796.0,6.37,6.4,3.96 +46459,0.54,Ideal,E,VS2,61.6,56.0,1774.0,5.24,5.28,3.24 +47708,0.58,Ideal,E,VS2,61.9,57.0,1884.0,5.33,5.37,3.31 +46122,0.52,Premium,E,VS2,62.8,55.0,1743.0,5.15,5.11,3.22 +42025,0.52,Very Good,G,SI1,60.0,57.0,1267.0,5.25,5.29,3.16 +8737,1.02,Fair,H,VS2,64.6,61.0,4462.0,6.32,6.24,4.06 +37064,0.43,Premium,F,VS2,59.8,58.0,968.0,4.94,4.89,2.94 +11280,1.22,Premium,E,SI2,62.1,56.0,4974.0,6.89,6.83,4.26 +4555,0.81,Very Good,E,SI1,61.9,60.0,3643.0,5.87,5.95,3.66 +42125,0.56,Ideal,F,SI2,61.4,57.0,1279.0,5.3,5.33,3.26 +51234,0.71,Premium,G,SI1,60.4,59.0,2352.0,5.81,5.75,3.49 +32070,0.33,Ideal,D,SI1,62.8,55.0,780.0,4.45,4.41,2.78 +22434,1.57,Ideal,I,VS2,62.8,57.0,10462.0,7.46,7.37,4.66 +17341,1.21,Ideal,G,SI1,62.1,57.0,6958.0,6.79,6.83,4.23 +7457,1.01,Good,D,SI2,64.0,56.0,4234.0,6.25,6.29,4.01 +35775,0.5,Good,J,SI1,63.2,55.0,912.0,5.03,5.07,3.19 +11405,1.24,Ideal,J,SI1,61.8,57.0,5000.0,6.92,6.86,4.26 +19194,1.33,Premium,H,VS2,62.6,58.0,7943.0,7.07,7.01,4.41 +46848,0.53,Ideal,F,VS1,62.2,55.0,1812.0,5.17,5.22,3.23 +7573,1.05,Ideal,J,SI1,62.3,56.0,4253.0,6.47,6.5,4.04 +43006,0.52,Very Good,G,VS2,63.0,56.0,1369.0,5.09,5.13,3.22 +39472,0.41,Premium,E,VS1,61.8,58.0,1079.0,4.73,4.75,2.93 +22003,1.31,Ideal,G,VS1,62.2,56.0,10071.0,7.05,7.01,4.37 +1593,0.83,Very Good,F,SI1,62.1,58.0,3010.0,5.98,6.06,3.74 +43218,0.5,Fair,E,VS2,64.9,56.0,1397.0,5.01,4.95,3.23 +14496,1.01,Premium,F,SI1,59.1,56.0,5854.0,6.65,6.52,3.89 +18379,0.42,Good,D,SI2,60.7,61.0,617.0,4.78,4.84,2.92 +27871,0.42,Good,H,SI1,63.6,57.0,653.0,4.74,4.79,3.03 +11837,1.0,Good,D,SI1,60.4,64.0,5096.0,6.39,6.3,3.83 +40523,0.51,Ideal,F,SI2,61.3,57.0,1146.0,5.16,5.19,3.17 +12983,1.11,Premium,H,VS2,62.0,59.0,5395.0,6.66,6.59,4.11 +20726,0.31,Ideal,F,VS2,61.9,55.0,625.0,4.37,4.39,2.71 +12843,1.06,Ideal,F,SI2,61.8,56.0,5354.0,6.56,6.51,4.04 +1280,0.54,Ideal,F,VVS1,61.6,55.0,2951.0,5.27,5.28,3.25 +24589,2.01,Premium,E,SI1,60.4,61.0,12898.0,8.05,7.98,4.84 +35035,0.3,Premium,F,VVS2,59.5,59.0,882.0,4.42,4.38,2.62 +44930,0.5,Very Good,D,VS2,63.2,60.0,1632.0,5.04,5.02,3.18 +44131,0.66,Ideal,E,SI2,61.9,55.0,1560.0,5.61,5.64,3.48 +30205,0.34,Ideal,F,VS1,60.9,57.0,723.0,4.53,4.56,2.77 +44909,0.53,Premium,D,SI1,60.0,58.0,1631.0,5.24,5.29,3.16 +4169,1.04,Ideal,I,SI2,61.9,56.0,3553.0,6.51,6.45,4.02 +37563,0.31,Ideal,G,IF,61.7,56.0,988.0,4.38,4.34,2.69 +2212,1.0,Premium,G,SI2,61.5,56.0,3142.0,6.49,6.44,3.97 +50053,0.58,Very Good,F,VVS2,60.0,57.0,2201.0,5.44,5.42,3.26 +16199,1.29,Ideal,E,SI2,62.8,57.0,6473.0,6.94,6.88,4.34 +39433,0.41,Ideal,F,VS1,62.0,57.0,1076.0,4.76,4.73,2.94 +51748,0.71,Ideal,E,SI1,61.9,56.0,2404.0,5.76,5.71,3.55 +30498,0.31,Premium,D,SI1,61.4,58.0,732.0,4.36,4.33,2.67 +14864,1.05,Very Good,G,VS2,63.0,57.0,5987.0,6.48,6.51,4.09 +19059,1.72,Ideal,H,SI1,62.2,57.0,7840.0,7.65,7.55,4.72 +38308,0.37,Good,G,SI2,63.3,55.0,487.0,4.58,4.61,2.91 +7402,0.33,Ideal,H,VS1,61.9,56.0,579.0,4.44,4.48,2.76 +46380,0.55,Ideal,G,VS1,61.5,57.0,1763.0,5.23,5.28,3.23 +15149,1.01,Good,F,VS2,62.5,62.0,6089.0,6.32,6.38,3.97 +32356,0.3,Premium,G,VVS1,60.7,59.0,789.0,4.33,4.37,2.64 +52199,0.7,Premium,G,VS2,61.8,60.0,2479.0,5.67,5.63,3.49 +26289,2.27,Premium,H,SI2,60.7,59.0,15783.0,8.5,8.45,5.15 +42019,0.53,Premium,F,SI1,62.2,58.0,1266.0,5.19,5.16,3.22 +9673,1.06,Ideal,I,SI1,62.6,56.0,4646.0,6.46,6.54,4.07 +23149,1.51,Very Good,H,VS2,62.8,60.0,11166.0,7.25,7.28,4.56 +35492,0.4,Ideal,E,VS2,60.9,56.0,904.0,4.78,4.81,2.92 +35067,0.42,Ideal,H,SI1,61.7,55.0,885.0,4.84,4.85,2.99 +45471,0.5,Premium,E,VS2,62.0,58.0,1676.0,5.09,5.07,3.15 +22842,1.64,Premium,H,SI1,59.2,58.0,10874.0,7.76,7.68,4.57 +32648,0.31,Ideal,H,VVS2,61.1,56.0,802.0,4.37,4.33,2.66 +11530,1.0,Premium,E,SI1,62.7,61.0,5027.0,6.37,6.32,3.98 +43606,0.31,Very Good,E,SI1,58.7,60.0,507.0,4.45,4.48,2.62 +1763,0.72,Premium,D,VS2,60.2,60.0,3045.0,5.76,5.81,3.48 +22263,1.04,Premium,D,VVS2,60.8,58.0,10314.0,6.53,6.49,3.96 +36857,0.5,Good,D,SI2,58.5,64.0,958.0,5.2,5.12,3.02 +2269,0.73,Ideal,G,VS2,61.7,56.0,3154.0,5.79,5.81,3.58 +27492,2.01,Ideal,F,SI2,61.6,55.0,18183.0,8.08,8.02,4.97 +29189,0.44,Ideal,G,SI2,61.1,55.0,694.0,4.93,4.95,3.02 +14100,1.0,Very Good,E,SI1,59.2,59.0,5718.0,6.49,6.55,3.86 +23410,1.01,Ideal,E,VVS2,61.7,57.0,11400.0,6.42,6.44,3.97 +13759,1.29,Ideal,J,SI1,61.6,58.0,5607.0,6.96,6.99,4.3 +21092,1.22,Very Good,G,VS1,61.2,58.0,9261.0,6.85,6.9,4.21 +12012,1.09,Ideal,H,SI1,61.4,57.0,5149.0,6.66,6.6,4.07 +31688,0.26,Ideal,D,VVS2,61.4,56.0,769.0,4.15,4.12,2.54 +29860,0.3,Premium,D,VS2,60.9,58.0,710.0,4.32,4.35,2.64 +34306,0.37,Ideal,E,VS1,61.6,54.0,858.0,4.6,4.65,2.86 +21102,1.6,Ideal,H,SI2,62.1,56.0,9275.0,7.43,7.51,4.64 +156,0.76,Ideal,D,SI2,62.4,57.0,2770.0,5.78,5.83,3.62 +38756,0.43,Ideal,H,SI1,61.5,57.0,1045.0,4.88,4.84,2.99 +52785,0.58,Ideal,F,VVS2,62.2,56.0,2567.0,5.32,5.36,3.32 +49014,0.5,Very Good,F,VVS2,61.8,56.0,2052.0,5.11,5.15,3.17 +38697,0.37,Ideal,E,VS2,61.9,53.0,1041.0,4.65,4.62,2.87 +32824,0.34,Ideal,D,VS2,62.0,55.0,805.0,4.45,4.49,2.77 +35494,0.41,Very Good,F,SI1,63.3,58.0,904.0,4.74,4.71,2.99 +26884,1.25,Ideal,E,IF,61.8,55.0,16823.0,6.95,6.9,4.28 +27813,0.28,Ideal,G,IF,61.3,57.0,650.0,4.25,4.27,2.6 +7992,1.03,Very Good,E,SI2,60.7,63.0,4326.0,6.48,6.44,3.92 +26482,2.0,Premium,I,VS2,58.6,62.0,16068.0,8.2,8.17,4.8 +43372,0.53,Ideal,E,SI1,62.1,53.0,1408.0,5.2,5.23,3.24 +46951,0.3,Ideal,H,VS1,62.5,56.0,526.0,4.24,4.27,2.66 +41524,0.42,Premium,G,VVS1,59.8,58.0,1235.0,4.88,4.85,2.91 +50528,0.75,Very Good,F,SI2,60.5,57.0,2274.0,5.88,5.95,3.58 +18633,1.01,Ideal,F,VS1,61.3,57.0,7602.0,6.47,6.44,3.96 +15285,1.09,Ideal,D,SI1,61.9,57.0,6133.0,6.57,6.61,4.08 +6166,1.01,Fair,F,SI1,66.8,60.0,3991.0,6.21,6.13,4.12 +12398,1.22,Very Good,H,SI2,62.9,59.0,5233.0,6.66,6.76,4.22 +8058,0.23,Very Good,E,VVS1,62.4,54.0,583.0,3.95,3.98,2.47 +28304,0.32,Very Good,I,SI1,62.8,58.0,432.0,4.34,4.39,2.74 +45945,0.56,Very Good,H,VVS2,59.8,57.0,1723.0,5.39,5.48,3.25 +17810,1.23,Very Good,H,VS2,60.2,63.0,7177.0,6.95,6.91,4.17 +10455,1.0,Premium,H,SI1,61.5,58.0,4788.0,6.45,6.37,3.94 +21949,1.5,Very Good,G,SI1,62.1,58.0,10019.0,7.26,7.3,4.52 +22078,1.53,Premium,I,VS1,61.2,59.0,10098.0,7.39,7.41,4.53 +53015,0.77,Ideal,I,VVS2,62.1,55.0,2598.0,5.85,5.9,3.65 +42154,0.53,Good,H,VS1,57.6,64.0,1282.0,5.41,5.36,3.1 +25677,1.95,Very Good,H,SI1,62.9,58.0,14603.0,7.86,7.94,4.97 +28942,0.3,Ideal,G,VVS2,62.7,57.0,684.0,4.26,4.29,2.68 +29005,0.34,Very Good,F,VS2,62.9,55.0,686.0,4.46,4.48,2.81 +11413,0.9,Premium,F,VS1,62.7,58.0,5000.0,6.17,6.14,3.86 +51287,0.72,Premium,F,SI1,59.3,59.0,2360.0,5.85,5.81,3.46 +19008,1.21,Ideal,F,VS2,62.6,55.0,7826.0,6.8,6.75,4.24 +16625,1.03,Ideal,G,VS2,62.8,55.0,6645.0,6.48,6.44,4.05 +36276,0.3,Ideal,G,SI1,62.0,58.0,477.0,4.27,4.29,2.65 +7630,0.94,Premium,H,VS2,62.5,58.0,4264.0,6.26,6.18,3.89 +5615,0.87,Premium,D,VS2,59.9,59.0,3873.0,6.2,6.16,3.7 +17477,1.13,Ideal,G,VS2,62.7,56.0,7016.0,6.65,6.61,4.16 +36492,0.39,Good,E,VVS2,61.5,61.0,943.0,4.73,4.74,2.91 +34438,0.46,Premium,I,SI2,61.0,58.0,863.0,5.03,4.97,3.05 +52867,0.76,Premium,E,SI2,60.8,57.0,2580.0,5.89,5.85,3.57 +11417,1.16,Ideal,E,SI2,62.7,56.0,5001.0,6.69,6.73,4.21 +4660,1.17,Premium,H,I1,62.8,58.0,3669.0,6.71,6.69,4.21 +32542,0.27,Ideal,E,VVS2,63.0,56.0,799.0,4.14,4.12,2.6 +13897,1.01,Very Good,D,SI2,62.0,57.0,5656.0,6.41,6.46,3.99 +29549,0.29,Very Good,D,SI2,59.7,56.0,705.0,4.37,4.4,2.62 +10132,0.91,Very Good,D,VS2,62.7,59.0,4720.0,6.13,6.16,3.85 +17344,1.18,Ideal,G,SI1,62.0,56.0,6960.0,6.76,6.79,4.2 +30907,0.4,Ideal,G,SI2,60.4,56.0,745.0,4.78,4.82,2.9 +29840,0.3,Ideal,D,VS2,62.5,54.0,710.0,4.29,4.32,2.69 +4167,0.71,Ideal,E,VS2,61.3,56.0,3553.0,5.76,5.79,3.54 +53293,0.3,Ideal,I,VVS1,61.9,57.0,552.0,4.31,4.35,2.68 +29223,0.31,Premium,G,VS1,60.4,59.0,695.0,4.41,4.37,2.65 +10181,1.22,Premium,I,SI2,61.5,61.0,4735.0,6.89,6.83,4.22 +47016,0.56,Very Good,E,VS2,61.9,55.0,1819.0,5.25,5.31,3.27 +30183,0.34,Ideal,H,VVS1,62.3,54.0,722.0,4.46,4.5,2.79 +39794,0.39,Ideal,D,VS1,62.0,57.0,1095.0,4.67,4.71,2.91 +30776,0.4,Ideal,G,SI1,62.3,54.0,741.0,4.74,4.77,2.96 +12440,1.2,Ideal,H,VS1,61.9,57.0,5242.0,6.77,6.73,4.18 +25325,2.09,Premium,G,SI2,59.8,59.0,14024.0,8.37,8.32,4.99 +49168,0.71,Premium,F,SI2,62.6,59.0,2072.0,5.64,5.6,3.52 +24256,1.6,Good,E,SI1,63.6,58.0,12467.0,7.38,7.44,4.71 +21473,1.32,Ideal,H,VVS2,62.0,54.0,9571.0,7.05,7.06,4.37 +31253,0.46,Ideal,F,SI2,61.5,54.0,758.0,4.98,5.01,3.07 +44058,0.5,Very Good,F,VS1,62.9,58.0,1550.0,5.05,5.09,3.19 +31639,0.3,Good,J,SI1,63.8,56.0,450.0,4.26,4.23,2.71 +42536,0.4,Premium,D,VVS2,60.8,59.0,1323.0,4.81,4.76,2.91 +46498,0.52,Very Good,F,VS1,61.7,56.0,1778.0,5.14,5.17,3.18 +23683,1.71,Very Good,D,SI2,62.1,58.0,11737.0,7.56,7.64,4.72 +42849,0.41,Ideal,F,VVS1,62.0,55.0,1356.0,4.78,4.74,2.95 +44363,0.56,Ideal,E,SI1,60.9,56.0,1580.0,5.32,5.35,3.25 +29245,0.34,Ideal,E,VS2,61.8,57.0,696.0,4.48,4.52,2.78 +14318,1.35,Premium,G,SI1,62.4,58.0,5799.0,7.07,6.97,4.38 +9927,1.01,Good,E,SI1,63.3,57.0,4692.0,6.33,6.37,4.02 +16210,1.02,Good,F,VS2,63.3,59.0,6479.0,6.37,6.4,4.04 +53758,0.72,Fair,F,VS2,55.4,64.0,2724.0,6.06,5.97,3.34 +46596,0.54,Ideal,F,VS2,61.4,57.0,1786.0,5.25,5.2,3.21 +39720,0.51,Very Good,H,SI1,63.0,57.0,1090.0,5.11,5.14,3.23 +16463,1.01,Ideal,D,SI1,63.0,56.0,6579.0,6.36,6.41,4.02 +25331,2.21,Premium,H,SI2,61.3,60.0,14032.0,8.35,8.33,5.11 +46725,0.58,Premium,E,SI1,61.6,59.0,1794.0,5.38,5.33,3.3 +46642,0.3,Very Good,E,SI1,62.9,57.0,526.0,4.25,4.3,2.69 +51919,0.7,Very Good,G,VS1,62.5,58.0,2437.0,5.63,5.69,3.54 +39158,0.35,Ideal,E,VS1,61.9,56.0,1063.0,4.53,4.51,2.8 +788,0.9,Premium,I,SI1,63.0,58.0,2861.0,6.09,6.01,3.81 +7822,1.0,Very Good,D,SI2,63.3,60.0,4295.0,6.29,6.19,3.95 +30253,0.34,Very Good,F,VVS2,59.6,60.0,724.0,4.54,4.59,2.72 +12869,1.26,Ideal,I,SI2,62.0,56.0,5363.0,7.0,6.94,4.32 +3427,0.79,Ideal,E,SI1,62.0,57.0,3384.0,5.92,5.96,3.68 +38329,0.32,Premium,E,VVS1,60.5,58.0,1020.0,4.47,4.42,2.69 +18324,1.1,Ideal,F,VS2,61.4,56.0,7453.0,6.64,6.68,4.09 +18815,1.4,Very Good,I,VS2,59.2,60.0,7702.0,7.35,7.3,4.34 +43123,0.6,Premium,D,SI2,61.4,56.0,1385.0,5.43,5.41,3.33 +9708,0.32,Very Good,I,VVS1,60.1,61.0,589.0,4.4,4.45,2.66 +3149,0.9,Fair,E,SI1,65.0,61.0,3332.0,6.05,6.02,3.92 +17505,1.21,Ideal,I,VS1,61.8,56.0,7037.0,6.83,6.87,4.23 +26446,2.02,Premium,H,VS2,61.3,60.0,15987.0,8.16,8.11,4.99 +24661,2.01,Premium,I,VS2,59.5,60.0,13003.0,8.26,8.21,4.9 +19167,1.63,Ideal,H,SI2,62.4,57.0,7923.0,7.59,7.52,4.71 +53904,0.75,Very Good,E,SI1,62.9,57.0,2753.0,5.79,5.84,3.66 +53591,0.74,Ideal,E,SI1,61.6,54.0,2699.0,5.82,5.9,3.61 +23036,0.33,Ideal,D,SI2,60.9,56.0,631.0,4.48,4.45,2.72 +34365,0.41,Ideal,F,VS2,61.1,56.0,863.0,4.8,4.83,2.94 +5737,1.1,Fair,E,SI1,65.5,57.0,3891.0,6.45,6.37,4.2 +28418,0.43,Good,E,SI2,63.6,55.0,669.0,4.8,4.83,3.06 +36078,0.4,Very Good,E,VS2,64.0,52.0,925.0,4.66,4.69,2.99 +39661,0.42,Ideal,G,VS2,61.8,56.0,1087.0,4.84,4.81,2.98 +9003,1.01,Ideal,H,SI1,62.6,55.0,4513.0,6.42,6.36,4.0 +49589,0.7,Premium,E,SI2,59.8,61.0,2135.0,5.76,5.74,3.44 +36825,0.44,Ideal,I,VVS2,61.1,57.0,957.0,4.91,4.95,3.01 +325,1.0,Premium,J,SI2,62.3,58.0,2801.0,6.45,6.34,3.98 +49652,0.59,Ideal,F,VS1,61.1,56.0,2140.0,5.43,5.47,3.33 +39039,0.37,Ideal,G,IF,62.1,54.0,1056.0,4.6,4.64,2.87 +42195,0.6,Premium,G,SI1,60.8,58.0,1286.0,5.44,5.39,3.29 +2748,0.76,Ideal,E,VS2,61.5,56.0,3249.0,5.89,5.92,3.63 +44620,0.57,Ideal,G,VS2,61.8,56.0,1608.0,5.3,5.35,3.29 +51087,0.52,Ideal,D,VVS2,59.9,57.0,2334.0,5.28,5.21,3.14 +29575,0.41,Very Good,E,SI1,61.1,62.0,705.0,4.76,4.83,2.93 +13852,1.0,Very Good,G,VS2,63.2,58.0,5645.0,6.33,6.27,3.98 +15270,1.2,Very Good,E,SI2,61.4,58.0,6130.0,6.81,6.88,4.2 +41748,0.52,Good,G,SI1,63.6,56.0,1244.0,5.07,5.09,3.23 +51754,0.72,Premium,G,VS2,62.3,59.0,2405.0,5.77,5.69,3.57 +50671,0.7,Very Good,G,VS1,60.5,62.0,2287.0,5.72,5.76,3.47 +7454,0.9,Good,H,VS1,64.1,57.0,4234.0,6.07,6.04,3.88 +35355,0.42,Ideal,D,SI2,62.4,57.0,898.0,4.81,4.78,2.99 +4022,0.93,Ideal,G,SI1,60.9,57.0,3521.0,6.29,6.25,3.82 +53468,0.64,Ideal,E,VS1,60.8,56.0,2679.0,5.61,5.59,3.41 +22295,1.7,Very Good,I,SI1,63.1,57.0,10341.0,7.51,7.46,4.72 +29100,0.34,Ideal,I,VS1,62.6,56.0,689.0,4.47,4.44,2.79 +28978,0.31,Good,H,VS1,57.5,60.0,435.0,4.46,4.51,2.58 +39398,0.41,Ideal,G,VVS2,61.0,57.0,1076.0,4.8,4.78,2.92 +40585,0.41,Premium,E,VS1,60.0,58.0,1153.0,4.83,4.8,2.89 +42516,0.41,Ideal,F,VVS2,61.4,57.0,1323.0,4.77,4.81,2.94 +7047,1.02,Premium,F,SI2,59.9,59.0,4162.0,6.56,6.59,3.94 +22345,1.13,Ideal,G,VVS2,61.6,57.0,10396.0,6.66,6.75,4.13 +34041,0.46,Ideal,I,SI1,61.9,55.0,850.0,4.97,4.98,3.08 +7800,1.12,Ideal,H,SI1,62.7,56.0,4290.0,6.66,6.61,4.16 +33587,0.37,Premium,F,VS1,62.7,51.0,833.0,4.65,4.57,2.89 +40919,0.39,Ideal,E,VVS1,60.4,56.0,1179.0,4.76,4.78,2.88 +49668,0.7,Ideal,I,VS1,63.1,54.0,2142.0,5.61,5.67,3.56 +28206,0.38,Very Good,G,SI1,59.5,62.0,666.0,4.67,4.71,2.79 +20206,1.55,Very Good,I,SI1,62.0,62.0,8644.0,7.33,7.47,4.59 +27073,1.67,Ideal,F,VS2,61.8,57.0,17194.0,7.58,7.62,4.7 +5878,1.03,Ideal,I,SI2,62.2,57.0,3925.0,6.46,6.5,4.03 +22104,1.52,Very Good,I,VS2,61.7,55.0,10130.0,7.39,7.32,4.54 +40084,0.3,Ideal,F,VVS1,61.9,57.0,1114.0,4.33,4.3,2.67 +48196,0.71,Ideal,I,SI2,61.6,56.0,1947.0,5.72,5.74,3.53 +5307,0.97,Ideal,H,SI2,61.6,56.0,3802.0,6.39,6.36,3.93 +43486,0.58,Ideal,H,SI1,61.8,56.0,1421.0,5.36,5.38,3.32 +28112,0.36,Ideal,D,SI1,62.0,56.0,663.0,4.55,4.61,2.84 +17746,1.0,Very Good,E,SI1,63.0,54.0,7145.0,6.36,6.4,4.02 +46866,0.53,Premium,G,VS1,62.4,58.0,1813.0,5.2,5.16,3.23 +49198,0.58,Very Good,G,VVS2,62.0,57.0,2078.0,5.33,5.34,3.31 +10215,1.08,Premium,E,SI2,60.2,58.0,4742.0,6.68,6.61,4.0 +30855,0.33,Premium,G,VS2,60.0,58.0,743.0,4.49,4.47,2.69 +3469,1.04,Premium,E,SI2,61.6,59.0,3392.0,6.51,6.47,4.0 +26335,2.01,Ideal,G,SI2,62.8,56.0,15841.0,8.07,8.02,5.05 +29943,0.29,Ideal,I,VS1,61.7,56.0,444.0,4.22,4.27,2.62 +35317,0.52,Ideal,J,SI1,61.4,56.4,896.0,5.15,5.17,3.17 +11076,0.91,Ideal,G,SI1,62.0,56.0,4922.0,6.19,6.22,3.85 +44341,0.72,Premium,J,SI1,60.4,61.0,1579.0,5.87,5.82,3.53 +41730,0.41,Ideal,E,VVS2,61.4,56.0,1243.0,4.81,4.77,2.94 +5240,0.92,Good,F,SI2,63.7,64.0,3787.0,6.13,6.08,3.89 +18896,1.04,Very Good,E,VS1,63.0,55.0,7751.0,6.45,6.5,4.08 +14895,1.21,Premium,D,SI2,62.2,60.0,5997.0,6.83,6.8,4.24 +7724,0.26,Premium,E,VS2,60.4,58.0,580.0,4.19,4.15,2.52 +16912,1.03,Ideal,F,VS2,62.4,56.0,6751.0,6.48,6.43,4.03 +2869,0.7,Very Good,G,VVS1,62.8,56.0,3276.0,5.63,5.67,3.55 +5179,0.9,Premium,G,SI1,62.9,58.0,3774.0,6.11,6.02,3.82 +48197,0.52,Ideal,E,VS2,61.2,56.0,1947.0,5.2,5.16,3.17 +42422,0.51,Premium,G,SI1,62.4,58.0,1312.0,5.13,5.07,3.18 +49373,0.81,Ideal,J,SI2,62.2,57.0,2100.0,5.95,5.92,3.69 +44639,0.51,Ideal,E,VS2,62.1,54.0,1608.0,5.13,5.15,3.19 +30119,0.32,Ideal,G,VS2,61.6,57.0,720.0,4.41,4.39,2.71 +3872,0.9,Very Good,H,SI2,61.2,57.0,3481.0,6.21,6.27,3.82 +3270,1.0,Premium,H,SI2,59.4,60.0,3360.0,6.55,6.49,3.87 +31164,0.41,Very Good,E,SI1,61.4,56.0,755.0,4.77,4.81,2.94 +20493,1.5,Very Good,E,SI2,62.7,56.0,8827.0,7.33,7.38,4.61 +33394,0.31,Ideal,F,VVS1,62.1,54.0,828.0,4.35,4.38,2.71 +51855,0.7,Premium,F,SI1,61.0,59.0,2423.0,5.75,5.69,3.49 +2137,0.71,Ideal,G,VS1,61.8,56.1,3123.0,5.72,5.74,3.54 +33096,0.31,Ideal,F,VVS1,62.3,54.0,815.0,4.38,4.39,2.73 +42628,0.32,Very Good,H,VS2,62.3,57.0,505.0,4.37,4.39,2.73 +53644,0.7,Premium,E,SI1,60.7,58.0,2703.0,5.74,5.73,3.48 +40180,0.36,Very Good,D,VVS1,59.0,59.0,1119.0,4.66,4.69,2.76 +28114,0.36,Ideal,D,SI1,59.5,56.0,663.0,4.63,4.68,2.77 +19405,1.12,Ideal,F,VS2,61.2,56.0,8063.0,6.67,6.73,4.11 +26340,1.74,Ideal,E,SI1,62.2,56.0,15847.0,7.67,7.72,4.79 +28833,0.41,Very Good,E,SI2,61.3,57.0,683.0,4.79,4.83,2.95 +39414,0.41,Ideal,F,VS1,62.0,56.0,1076.0,4.81,4.77,2.97 +31494,0.34,Ideal,G,VS2,62.0,54.0,765.0,4.5,4.47,2.78 +6657,0.9,Ideal,I,VS1,61.3,55.0,4093.0,6.21,6.25,3.82 +34667,0.31,Premium,E,VS2,61.7,58.0,872.0,4.34,4.31,2.67 +35837,0.43,Ideal,I,VVS1,61.1,57.0,916.0,4.86,4.9,2.98 +11853,1.04,Ideal,H,SI1,62.3,57.0,5102.0,6.45,6.48,4.03 +46323,0.59,Very Good,H,VS1,62.1,55.0,1757.0,5.37,5.41,3.35 +3342,0.9,Premium,I,SI1,63.0,60.0,3377.0,6.08,5.99,3.8 +17835,1.03,Premium,E,VS2,61.2,59.0,7192.0,6.53,6.47,3.98 +47326,0.23,Very Good,D,VVS2,62.6,58.0,530.0,3.89,3.94,2.45 +3339,0.9,Premium,G,SI2,58.3,60.0,3377.0,6.39,6.33,3.71 +45921,0.53,Ideal,E,VS2,62.1,56.0,1721.0,5.17,5.2,3.22 +26901,2.03,Premium,H,SI1,61.7,59.0,16900.0,8.17,8.1,5.02 +16722,0.32,Ideal,F,VS2,60.9,56.0,610.0,4.41,4.45,2.7 +29156,0.3,Ideal,H,VS1,61.5,57.0,693.0,4.27,4.31,2.64 +43857,0.57,Ideal,I,VS1,62.2,55.0,1448.0,5.28,5.33,3.3 +38056,0.45,Good,F,VS1,59.0,62.0,1012.0,5.02,5.04,2.97 +27129,1.7,Premium,E,VS2,62.9,58.0,17323.0,7.57,7.54,4.75 +12874,1.03,Premium,H,VS2,60.9,58.0,5364.0,6.55,6.48,3.97 +50943,0.56,Very Good,F,VVS1,61.7,56.0,2321.0,5.26,5.3,3.26 +17369,1.22,Premium,G,SI2,62.4,61.0,6969.0,6.79,6.79,4.23 +34162,0.33,Premium,G,VS1,61.4,59.0,854.0,4.49,4.43,2.74 +4182,0.73,Premium,D,VS1,60.0,58.0,3557.0,5.9,5.86,3.53 +36776,0.3,Ideal,G,IF,62.0,56.0,956.0,4.31,4.3,2.67 +18847,1.01,Ideal,E,VS1,61.5,57.0,7727.0,6.47,6.44,3.97 +33336,0.41,Premium,G,VS2,59.8,58.0,827.0,4.8,4.84,2.88 +15598,1.24,Premium,I,VS2,60.2,58.0,6257.0,6.98,6.93,4.19 +30629,0.26,Ideal,H,VS1,61.9,55.0,448.0,4.1,4.13,2.55 +33668,0.34,Very Good,G,VVS1,59.0,62.0,835.0,4.56,4.6,2.7 +41336,0.48,Fair,E,VS2,64.9,54.0,1215.0,4.94,4.92,3.2 +20085,1.12,Premium,G,VVS1,60.9,57.0,8561.0,6.72,6.67,4.08 +22097,1.51,Very Good,G,SI1,63.3,60.0,10116.0,7.2,7.24,4.57 +1260,0.74,Ideal,I,VS1,62.0,56.0,2947.0,5.79,5.82,3.6 +2066,0.32,Premium,H,VS1,62.4,58.0,561.0,4.35,4.4,2.73 +37463,0.42,Ideal,G,VS1,61.2,54.0,984.0,4.86,4.82,2.96 +1590,0.71,Very Good,E,VS1,63.4,58.0,3009.0,5.64,5.68,3.59 +31918,0.3,Very Good,G,VS1,63.1,59.0,776.0,4.27,4.25,2.69 +3922,0.91,Very Good,F,SI2,63.5,56.0,3496.0,6.16,6.12,3.89 +38065,0.36,Ideal,F,VS1,60.1,57.0,1013.0,4.67,4.62,2.79 +46551,0.51,Ideal,E,VS2,62.5,55.0,1781.0,5.13,5.08,3.19 +21627,1.53,Premium,F,SI2,62.6,57.0,9716.0,7.37,7.33,4.6 +35545,0.35,Ideal,F,VS2,62.5,57.0,906.0,4.53,4.5,2.82 +47694,0.5,Ideal,G,VVS1,62.2,55.0,1883.0,5.09,5.11,3.17 +34099,0.36,Premium,E,VS1,61.3,58.0,852.0,4.56,4.58,2.8 +21191,1.61,Premium,H,SI1,61.4,58.0,9341.0,7.59,7.53,4.64 +11924,1.09,Ideal,H,SI1,62.5,56.0,5125.0,6.53,6.58,4.1 +51480,1.05,Premium,G,I1,61.7,59.0,2378.0,6.58,6.47,4.02 +2064,0.32,Premium,G,VS2,62.1,60.0,561.0,4.34,4.39,2.71 +5121,0.91,Very Good,H,SI1,62.7,56.0,3762.0,6.14,6.18,3.86 +42132,0.53,Ideal,F,SI2,63.0,54.0,1279.0,5.24,5.19,3.29 +2135,0.71,Ideal,F,VS2,61.8,56.2,3123.0,5.7,5.75,3.53 +40297,0.4,Ideal,G,VS1,62.2,56.0,1125.0,4.74,4.72,2.94 +42705,0.52,Premium,F,SI1,58.6,61.0,1338.0,5.3,5.28,3.1 +8123,1.27,Premium,G,SI2,62.4,56.0,4353.0,6.93,6.88,4.32 +13106,1.14,Premium,G,SI1,62.7,58.0,5424.0,6.68,6.63,4.17 +49738,0.59,Very Good,G,VVS2,62.5,57.0,2155.0,5.32,5.36,3.34 +30163,0.4,Good,D,SI1,63.6,57.0,720.0,4.67,4.7,2.98 +10626,1.0,Very Good,H,SI1,62.8,56.0,4830.0,6.33,6.37,3.99 +48341,0.71,Good,G,SI2,63.8,56.0,1960.0,5.65,5.6,3.59 +36680,0.4,Ideal,D,SI1,62.5,55.0,950.0,4.73,4.71,2.95 +11236,1.32,Very Good,I,SI2,60.9,59.0,4965.0,7.02,7.19,4.33 +47727,0.7,Premium,H,SI1,61.9,59.0,1889.0,5.67,5.74,3.53 +18140,1.37,Ideal,I,VS2,61.5,55.0,7346.0,7.18,7.2,4.42 +23810,1.7,Good,H,SI1,63.9,56.0,11869.0,7.61,7.53,4.84 +14619,1.26,Premium,G,SI2,59.1,59.0,5899.0,7.09,7.05,4.18 +37296,0.45,Ideal,J,VVS1,61.9,56.0,978.0,4.93,4.95,3.06 +3704,1.0,Ideal,E,SI2,62.9,56.0,3450.0,6.32,6.3,3.97 +14256,1.0,Ideal,D,SI1,60.6,56.0,5775.0,6.5,6.54,3.95 +38031,0.38,Ideal,F,VVS2,62.1,54.6,1010.0,4.65,4.69,2.9 +49118,0.67,Very Good,I,IF,61.4,56.0,2066.0,5.59,5.65,3.45 +23133,1.01,Ideal,E,VVS1,62.0,57.0,11154.0,6.45,6.39,3.98 +32541,0.27,Ideal,E,VVS2,61.8,57.0,799.0,4.16,4.12,2.56 +5974,0.76,Good,D,VS1,63.7,56.0,3950.0,5.81,5.77,3.69 +26556,2.2,Very Good,H,VS2,63.3,58.0,16239.0,8.25,8.22,5.21 +22535,1.32,Very Good,F,VS1,60.3,57.0,10575.0,7.08,7.12,4.28 +21179,1.23,Premium,F,VS2,61.2,58.0,9333.0,6.93,6.87,4.22 +50889,0.72,Premium,H,VS2,61.7,56.0,2316.0,5.77,5.73,3.55 +37656,0.42,Ideal,I,VS1,62.0,55.0,992.0,4.85,4.83,3.0 +29065,0.4,Good,E,SI1,63.3,56.0,687.0,4.68,4.74,2.98 +18178,1.01,Very Good,F,VS2,61.5,54.0,7370.0,6.45,6.5,3.98 +41127,0.52,Premium,G,SI2,58.8,62.0,1196.0,5.31,5.3,3.12 +13451,1.03,Premium,H,VS1,62.5,59.0,5523.0,6.43,6.47,4.03 +15447,1.23,Ideal,I,SI1,61.1,58.0,6183.0,6.86,6.91,4.21 +24770,1.58,Premium,G,VS2,62.6,59.0,13132.0,7.47,7.44,4.67 +17481,1.04,Premium,E,VS2,62.4,58.0,7019.0,6.56,6.51,4.08 +40514,0.4,Good,F,VVS1,63.3,57.0,1145.0,4.68,4.7,2.97 +45182,0.51,Ideal,G,VS1,62.7,56.0,1656.0,5.08,5.1,3.19 +104,0.75,Premium,G,VS2,61.7,58.0,2760.0,5.85,5.79,3.59 +12016,0.83,Ideal,E,VS1,62.2,56.0,5151.0,5.99,6.03,3.74 +27507,2.04,Premium,F,SI2,60.2,58.0,18231.0,8.24,8.17,4.94 +21899,2.06,Premium,F,I1,58.7,61.0,9967.0,8.33,8.31,4.88 +12242,1.01,Ideal,H,SI1,60.4,58.0,5200.0,6.47,6.5,3.92 +21927,2.0,Good,G,SI2,64.2,60.0,9999.0,7.89,7.81,5.04 +11567,1.12,Very Good,I,VS1,59.6,58.0,5036.0,6.82,6.77,4.05 +16021,0.3,Premium,I,VS1,60.3,58.0,608.0,4.34,4.32,2.61 +19044,0.41,Good,J,VS1,63.2,59.0,621.0,4.67,4.7,2.96 +16575,1.0,Very Good,F,VS2,61.1,60.0,6619.0,6.36,6.43,3.91 +27503,2.02,Premium,H,VS2,60.8,62.0,18207.0,8.17,8.12,4.95 +7937,1.05,Premium,G,SI2,62.5,60.0,4318.0,6.5,6.45,4.05 +7518,1.01,Very Good,H,SI1,62.7,59.0,4242.0,6.27,6.33,3.95 +29197,0.33,Ideal,I,IF,62.1,55.0,694.0,4.41,4.44,2.75 +3962,1.01,Premium,H,SI2,62.0,60.0,3507.0,6.39,6.25,3.92 +9197,1.31,Premium,H,SI2,61.7,59.0,4548.0,7.03,6.98,4.32 +19881,1.23,Ideal,H,IF,61.3,57.0,8431.0,6.87,6.92,4.23 +29716,0.31,Good,G,VVS2,63.2,58.0,707.0,4.26,4.32,2.71 +36045,0.34,Ideal,D,VS2,62.1,55.0,923.0,4.49,4.46,2.78 +32590,0.33,Ideal,G,VVS1,61.8,59.0,802.0,4.45,4.48,2.76 +44956,0.51,Very Good,E,VS1,62.0,61.0,1636.0,5.11,5.14,3.18 +37997,0.43,Ideal,G,VS1,61.9,55.0,1008.0,4.86,4.84,3.0 +14919,1.0,Premium,G,VS1,60.6,59.0,6006.0,6.42,6.48,3.91 +32644,0.31,Premium,H,VVS2,61.2,59.0,802.0,4.38,4.34,2.67 +53915,0.84,Good,I,VS1,63.7,59.0,2753.0,5.94,5.9,3.77 +14253,1.22,Ideal,H,VS1,62.7,55.0,5773.0,6.82,6.73,4.25 +21718,0.32,Ideal,H,VVS2,61.5,55.0,628.0,4.41,4.44,2.72 +23778,1.06,Ideal,D,VVS2,62.0,57.0,11837.0,6.52,6.54,4.05 +11036,1.09,Good,H,SI1,63.6,56.0,4920.0,6.53,6.56,4.16 +28049,0.3,Very Good,E,VS1,63.4,55.0,660.0,4.26,4.29,2.71 +17421,1.05,Ideal,G,VS2,61.6,59.0,6981.0,6.51,6.54,4.02 +35099,0.3,Ideal,F,IF,62.2,56.0,886.0,4.31,4.34,2.69 +22098,1.51,Premium,D,SI1,62.2,59.0,10122.0,7.34,7.29,4.55 +42698,0.52,Premium,F,SI1,59.5,59.0,1338.0,5.31,5.24,3.14 +7357,1.12,Premium,E,SI2,63.0,61.0,4215.0,6.66,6.61,4.18 +4422,1.0,Premium,E,SI2,59.9,55.0,3612.0,6.48,6.4,3.86 +35167,0.31,Ideal,G,IF,61.4,55.0,891.0,4.35,4.38,2.68 +47689,0.54,Good,H,VVS2,60.9,57.2,1883.0,5.22,5.26,3.19 +9586,0.82,Ideal,D,VS2,60.8,57.0,4628.0,6.02,6.05,3.67 +21930,1.03,Ideal,E,VVS2,60.6,59.0,10003.0,6.5,6.53,3.95 +52435,0.7,Very Good,I,VVS1,62.9,58.0,2513.0,5.65,5.67,3.56 +6081,1.01,Good,H,SI2,63.5,60.0,3971.0,6.23,6.31,3.98 +28082,0.32,Ideal,E,VS2,61.0,56.0,662.0,4.4,4.42,2.69 +5203,1.04,Very Good,D,SI2,63.1,58.0,3780.0,6.39,6.33,4.01 +44104,0.5,Premium,I,VVS1,62.8,61.0,1556.0,5.05,4.98,3.15 +39008,0.4,Premium,E,VVS2,60.8,59.0,1056.0,4.77,4.73,2.89 +17613,1.3,Very Good,H,VS2,62.5,59.0,7092.0,6.93,6.96,4.34 +7962,1.04,Good,F,SI2,64.2,56.0,4321.0,6.39,6.36,4.09 +11403,1.17,Ideal,I,SI2,61.8,54.0,4999.0,6.78,6.82,4.2 +27577,2.08,Very Good,D,SI2,60.1,59.0,18405.0,8.29,8.37,5.01 +15137,1.26,Premium,E,SI2,62.9,59.0,6085.0,6.85,6.82,4.3 +23441,1.53,Ideal,I,VS2,61.5,56.0,11434.0,7.39,7.44,4.55 +12212,1.15,Very Good,E,SI2,63.1,63.0,5193.0,6.63,6.53,4.15 +26109,1.27,Ideal,F,IF,61.3,55.0,15377.0,6.98,7.02,4.29 +40066,0.43,Premium,G,VS2,61.1,58.0,1113.0,4.88,4.84,2.97 +32346,0.3,Ideal,H,IF,62.1,55.0,789.0,4.27,4.3,2.66 +2798,0.7,Very Good,F,VVS1,63.0,60.0,3261.0,5.59,5.62,3.53 +36722,0.4,Very Good,D,VS1,60.8,59.0,954.0,4.74,4.76,2.89 +32180,0.39,Very Good,I,VVS2,63.0,56.0,787.0,4.62,4.68,2.93 +8721,0.28,Ideal,H,IF,62.0,56.0,586.0,4.2,4.23,2.61 +22066,1.3,Premium,F,VS2,60.4,59.0,10090.0,7.12,7.06,4.28 +34615,0.31,Good,H,VS2,63.8,56.0,470.0,4.33,4.29,2.75 +11352,1.12,Ideal,G,SI2,61.3,55.0,4990.0,6.74,6.7,4.12 +32799,0.39,Ideal,I,VVS1,60.8,56.0,805.0,4.76,4.78,2.9 +30301,0.3,Premium,G,VS1,62.0,60.0,725.0,4.31,4.27,2.66 +43152,0.52,Ideal,G,SI1,61.3,55.0,1389.0,5.2,5.24,3.2 +5455,0.71,Premium,E,VVS1,62.5,57.0,3831.0,5.67,5.62,3.53 +53231,0.72,Ideal,E,SI1,61.2,56.0,2642.0,5.75,5.79,3.53 +35182,0.31,Ideal,G,IF,61.7,56.0,891.0,4.34,4.38,2.69 +31611,0.23,Very Good,H,IF,63.9,55.0,369.0,3.89,3.9,2.49 +47846,0.53,Ideal,F,VS1,61.8,56.0,1908.0,5.22,5.2,3.22 +17492,1.02,Ideal,F,VS2,62.0,57.0,7026.0,6.46,6.44,4.0 +44067,0.54,Very Good,F,VS2,58.2,60.0,1551.0,5.34,5.39,3.12 +15242,1.07,Very Good,E,VS2,62.5,57.0,6120.0,6.53,6.6,4.1 +23135,1.66,Ideal,I,VS2,62.3,54.0,11156.0,7.58,7.61,4.73 +34724,0.5,Ideal,J,VS2,61.7,57.0,875.0,5.09,5.12,3.15 +33424,0.32,Ideal,H,VVS2,61.8,55.0,828.0,4.42,4.38,2.72 +9697,0.32,Premium,D,SI1,61.4,58.0,589.0,4.38,4.42,2.7 +30713,0.33,Ideal,E,VS2,60.5,55.0,738.0,4.52,4.56,2.74 +46959,0.27,Ideal,H,VVS2,62.2,56.0,527.0,4.15,4.18,2.59 +35275,0.32,Ideal,F,VVS1,61.9,56.0,895.0,4.41,4.44,2.74 +39390,0.41,Ideal,G,VVS1,62.2,54.0,1076.0,4.79,4.82,2.99 +37784,0.38,Ideal,E,VS1,61.6,56.0,1000.0,4.65,4.67,2.87 +11023,1.24,Ideal,G,SI1,62.7,56.0,4916.0,6.89,6.85,4.31 +33715,0.33,Ideal,H,IF,61.1,56.0,838.0,4.47,4.5,2.74 +16684,0.31,Ideal,I,VS2,61.2,55.0,421.0,4.36,4.4,2.68 +41469,0.41,Ideal,D,VS1,61.3,54.0,1230.0,4.83,4.8,2.95 +33227,0.36,Very Good,G,VVS2,61.9,58.0,821.0,4.54,4.6,2.83 +13431,1.06,Ideal,I,VS2,60.3,57.0,5516.0,6.61,6.66,4.01 +48506,0.74,Fair,J,VS1,58.8,68.0,1982.0,5.91,5.8,3.44 +35011,0.4,Ideal,F,SI1,62.1,57.0,882.0,4.69,4.65,2.9 +47721,0.5,Very Good,G,VVS1,59.6,63.0,1887.0,5.11,5.16,3.06 +29743,0.32,Ideal,H,VVS1,61.9,54.0,708.0,4.4,4.42,2.73 +3322,0.52,Ideal,D,VVS1,62.1,54.0,3373.0,5.15,5.18,3.21 +39536,0.4,Premium,F,VS2,59.3,59.0,1080.0,4.83,4.79,2.85 +48628,0.58,Very Good,F,VS1,61.5,60.0,2001.0,5.32,5.38,3.29 +24617,2.3,Good,I,SI2,63.8,55.0,12944.0,8.4,8.35,5.34 +40500,0.42,Premium,H,VVS1,62.0,58.0,1142.0,4.82,4.79,2.98 +9804,0.9,Good,G,VVS2,62.6,58.0,4668.0,6.1,6.13,3.83 +28156,0.3,Ideal,H,VVS1,62.3,57.0,665.0,4.27,4.3,2.67 +11197,1.14,Very Good,D,SI2,59.2,61.0,4957.0,6.82,6.84,4.04 +8801,0.91,Fair,F,VS2,58.0,56.0,4474.0,6.34,6.41,3.7 +5537,0.91,Ideal,H,SI2,60.6,57.0,3854.0,6.3,6.26,3.81 +33858,0.3,Premium,E,VS2,60.0,60.0,844.0,4.4,4.36,2.63 +47560,0.52,Very Good,E,VS1,59.1,58.0,1875.0,5.31,5.38,3.16 +13818,1.0,Ideal,E,SI1,60.1,62.0,5629.0,6.46,6.48,3.89 +41938,0.4,Premium,D,VVS2,60.8,59.0,1263.0,4.76,4.81,2.91 +41389,0.42,Ideal,F,VVS2,60.6,57.0,1221.0,4.85,4.82,2.93 +18386,0.26,Ideal,F,VS1,62.1,54.0,618.0,4.12,4.13,2.56 +44391,0.54,Very Good,D,VS2,61.1,59.0,1583.0,5.25,5.29,3.22 +27829,0.39,Very Good,E,SI2,63.0,61.0,650.0,4.62,4.65,2.92 +11498,1.12,Ideal,G,SI2,61.5,57.0,5018.0,6.74,6.68,4.13 +1294,0.74,Ideal,I,IF,62.1,53.9,2952.0,5.79,5.81,3.6 +316,0.96,Ideal,F,I1,60.7,55.0,2801.0,6.37,6.41,3.88 +860,0.73,Good,E,SI1,63.6,57.0,2871.0,5.7,5.72,3.63 +40927,0.3,Ideal,E,SI1,61.1,57.0,499.0,4.3,4.34,2.64 +28099,0.31,Very Good,F,SI1,63.2,56.0,663.0,4.31,4.27,2.71 +17255,1.09,Premium,G,VS2,61.0,59.0,6906.0,6.6,6.65,4.04 +27199,1.91,Very Good,F,SI1,62.2,54.0,17509.0,7.91,7.97,4.94 +13998,1.01,Ideal,G,SI1,62.6,56.0,5698.0,6.37,6.41,4.0 +52503,0.71,Ideal,F,SI2,61.4,55.0,2525.0,5.76,5.78,3.54 +16003,1.47,Premium,I,SI2,61.6,59.0,6403.0,7.29,7.32,4.5 +8500,1.07,Ideal,J,SI1,62.4,56.0,4422.0,6.52,6.56,4.08 +24439,1.5,Good,F,VS2,60.2,58.0,12693.0,7.31,7.35,4.41 +52364,0.54,Good,E,VVS2,60.1,61.0,2502.0,5.3,5.38,3.21 +38052,0.31,Premium,E,VVS1,61.8,59.0,1012.0,4.33,4.31,2.67 +25456,1.53,Premium,G,VS1,61.0,60.0,14214.0,7.4,7.43,4.52 +52427,0.73,Ideal,I,VVS2,61.9,55.0,2513.0,5.8,5.84,3.6 +1972,0.71,Premium,D,VS1,58.1,62.0,3090.0,5.89,5.84,3.41 +11002,1.22,Ideal,H,VS2,61.9,55.0,4914.0,6.88,6.83,4.24 +18997,1.01,Premium,E,VS1,60.8,59.0,7821.0,6.42,6.46,3.92 +44988,0.31,Premium,G,SI2,61.3,58.0,523.0,4.4,4.37,2.69 +17407,1.21,Very Good,H,VS1,63.4,55.0,6973.0,6.76,6.81,4.3 +35087,0.3,Ideal,F,IF,61.8,58.0,886.0,4.27,4.3,2.65 +30001,0.43,Ideal,E,SI2,61.9,57.0,716.0,4.83,4.86,3.0 +24967,2.12,Premium,H,SI2,61.5,59.0,13460.0,8.26,8.21,5.06 +31465,0.4,Very Good,G,SI2,63.2,56.0,765.0,4.73,4.7,2.98 +12330,1.1,Very Good,D,SI2,61.6,57.0,5226.0,6.61,6.67,4.09 +38648,0.44,Premium,I,VS1,62.8,56.0,1040.0,4.88,4.83,3.05 +24776,1.5,Ideal,G,VS2,61.7,54.0,13135.0,7.36,7.4,4.55 +53403,0.71,Ideal,F,SI2,61.8,57.0,2667.0,5.69,5.72,3.53 +32466,0.3,Ideal,G,IF,62.6,56.0,794.0,4.29,4.32,2.69 +6872,1.01,Ideal,G,SI1,61.5,56.0,4129.0,6.52,6.46,3.99 +51778,0.71,Premium,E,SI2,59.0,60.0,2410.0,5.9,5.87,3.47 +17936,1.0,Premium,F,VS1,62.6,58.0,7244.0,6.4,6.37,4.0 +53793,0.51,Ideal,F,IF,62.5,54.0,2730.0,5.12,5.16,3.21 +34202,0.33,Ideal,F,VS2,62.6,55.0,854.0,4.42,4.4,2.76 +40007,0.41,Ideal,F,VS2,62.7,57.0,1107.0,4.78,4.73,2.98 +8268,0.9,Premium,D,SI1,62.7,58.0,4381.0,6.09,6.15,3.84 +37975,0.4,Good,G,VS2,63.8,59.0,1007.0,4.64,4.57,2.94 +50519,0.7,Premium,E,SI2,62.9,59.0,2273.0,5.71,5.64,3.57 +9635,1.01,Premium,H,SI2,60.3,60.0,4638.0,6.49,6.47,3.91 +28888,0.3,Good,G,VVS2,63.2,57.0,684.0,4.24,4.27,2.69 +11751,1.01,Very Good,E,SI1,63.3,58.0,5077.0,6.39,6.37,4.04 +10594,0.91,Good,E,VS2,56.3,64.0,4823.0,6.37,6.42,3.6 +20346,1.15,Ideal,F,VVS2,62.1,55.0,8743.0,6.69,6.74,4.17 +26769,2.02,Good,I,VS2,57.9,62.0,16593.0,8.28,8.36,4.82 +40067,0.43,Premium,G,VS2,61.2,58.0,1113.0,4.9,4.84,2.98 +24980,1.29,Ideal,D,VS1,62.4,55.0,13485.0,6.93,6.99,4.34 +8579,1.04,Premium,E,SI2,60.1,60.0,4436.0,6.53,6.51,3.92 +5445,0.7,Ideal,F,VVS1,62.4,55.0,3830.0,5.63,5.71,3.54 +10706,0.91,Very Good,G,VVS2,63.4,58.0,4849.0,6.1,6.14,3.88 +33393,0.33,Ideal,F,VVS1,60.6,59.0,828.0,4.45,4.5,2.71 +42159,0.51,Very Good,E,SI1,59.4,57.0,1284.0,5.2,5.24,3.1 +4308,0.99,Fair,H,VS2,71.6,57.0,3593.0,5.94,5.8,4.2 +42175,0.51,Ideal,F,SI2,61.4,56.0,1286.0,5.14,5.18,3.17 +12209,1.22,Ideal,J,SI1,62.3,55.0,5192.0,6.91,6.83,4.28 +8951,1.19,Premium,I,SI2,59.5,59.0,4498.0,6.95,6.89,4.12 +29180,0.3,Ideal,F,VVS2,61.7,56.0,694.0,4.32,4.34,2.67 +31236,0.42,Very Good,D,SI1,61.5,58.0,756.0,4.8,4.83,2.96 +32759,0.34,Premium,I,VVS1,62.6,58.0,803.0,4.47,4.45,2.79 +22452,1.5,Premium,H,VS2,61.2,61.0,10478.0,7.32,7.25,4.46 +51075,0.54,Ideal,F,VVS2,61.8,55.0,2333.0,5.27,5.25,3.25 +22740,1.73,Very Good,I,SI1,61.2,60.0,10761.0,7.65,7.67,4.69 +37686,0.43,Premium,D,SI1,61.0,57.0,993.0,4.88,4.85,2.97 +40591,0.29,Ideal,F,SI2,60.6,59.0,496.0,4.31,4.37,2.63 +39329,0.34,Premium,G,VVS1,59.0,62.0,1071.0,4.6,4.56,2.7 +11164,1.04,Premium,G,SI1,62.6,55.0,4948.0,6.49,6.42,4.04 +1377,0.7,Very Good,E,VS1,61.3,56.0,2967.0,5.68,5.71,3.49 +4346,0.78,Ideal,E,VS2,61.7,55.0,3601.0,5.92,6.0,3.68 +17806,1.5,Very Good,J,VS2,60.5,63.0,7177.0,7.27,7.32,4.41 +30692,0.4,Premium,F,SI1,62.3,60.0,737.0,4.7,4.74,2.94 +45191,0.51,Ideal,G,VS1,62.7,54.0,1656.0,5.08,5.1,3.19 +38865,0.4,Ideal,F,VS1,62.7,55.0,1050.0,4.76,4.74,2.98 +39590,0.54,Very Good,G,SI2,59.5,60.0,1083.0,5.27,5.31,3.15 +36065,0.38,Ideal,E,VS1,61.8,54.7,924.0,4.66,4.68,2.89 +23020,0.3,Premium,G,VS2,61.8,60.0,630.0,4.29,4.25,2.64 +43330,0.4,Good,F,IF,63.5,58.0,1404.0,4.69,4.7,2.98 +51774,0.73,Premium,E,SI2,60.8,60.0,2409.0,5.87,5.78,3.54 +4106,0.92,Fair,H,SI2,64.5,60.0,3536.0,6.06,6.01,3.89 +32473,0.33,Very Good,G,VVS1,61.2,57.0,795.0,4.47,4.5,2.74 +51235,0.7,Very Good,G,VS2,63.2,57.0,2353.0,5.61,5.66,3.56 +22505,1.5,Ideal,G,SI2,60.5,57.0,10543.0,7.4,7.43,4.49 +10881,1.03,Very Good,H,SI1,61.4,57.0,4879.0,6.45,6.54,3.99 +48708,0.7,Good,I,VS2,63.6,58.0,2010.0,5.57,5.59,3.55 +26936,2.02,Premium,H,SI1,62.1,61.0,16985.0,8.06,7.99,4.98 +42472,0.54,Very Good,I,VS2,62.3,56.0,1317.0,5.17,5.22,3.24 +33149,0.31,Very Good,G,VVS1,62.1,59.0,816.0,4.32,4.35,2.69 +15431,1.04,Very Good,G,VS2,61.8,56.0,6177.0,6.47,6.5,4.01 +6432,1.02,Ideal,G,SI1,62.4,56.0,4044.0,6.42,6.37,3.99 +45943,0.5,Very Good,G,VVS2,62.4,56.0,1723.0,5.06,5.1,3.17 +48718,0.7,Ideal,F,SI2,62.6,53.0,2011.0,5.72,5.69,3.57 +7678,0.74,Good,D,VVS1,59.2,62.6,4274.0,5.85,5.87,3.47 +45096,0.53,Very Good,E,VS2,59.1,60.0,1647.0,5.3,5.26,3.12 +9637,0.97,Premium,D,SI1,62.0,60.0,4639.0,6.29,6.25,3.89 +32139,0.31,Premium,H,VVS1,61.8,59.0,786.0,4.36,4.32,2.68 +9895,1.01,Ideal,I,VS2,59.9,61.0,4685.0,6.49,6.53,3.9 +36177,0.3,Very Good,E,IF,62.8,54.0,930.0,4.3,4.33,2.71 +9086,1.2,Very Good,J,SI2,61.2,58.0,4523.0,6.77,6.82,4.16 +27423,2.01,Very Good,H,SI1,58.2,63.0,18027.0,8.32,8.23,4.82 +16312,1.01,Premium,G,VS1,59.8,59.0,6529.0,6.55,6.5,3.9 +1643,1.12,Very Good,G,I1,61.2,63.0,3017.0,6.68,6.59,4.05 +6102,0.91,Premium,G,SI1,61.8,60.0,3975.0,6.21,6.18,3.83 +17424,1.52,Good,J,VS2,63.1,61.0,6982.0,7.19,7.23,4.55 +26423,2.21,Ideal,G,SI2,60.1,60.0,15948.0,8.47,8.53,5.11 +16521,1.0,Very Good,E,VS2,62.1,59.0,6600.0,6.34,6.38,3.95 +24233,1.52,Ideal,E,SI1,62.8,55.0,12431.0,7.3,7.35,4.6 +41541,0.42,Ideal,D,VS1,61.1,57.0,1235.0,4.84,4.81,2.95 +50877,0.7,Good,E,VS2,63.8,56.0,2314.0,5.58,5.61,3.57 +36961,0.41,Premium,G,VS1,61.7,57.0,961.0,4.78,4.75,2.94 +51641,0.31,Ideal,G,VS2,62.2,56.0,544.0,4.31,4.34,2.69 +48049,0.48,Ideal,F,VVS1,62.0,55.0,1926.0,4.99,5.04,3.11 +18600,1.01,Ideal,E,VS1,61.5,57.0,7589.0,6.44,6.47,3.97 +23353,0.3,Ideal,I,SI1,61.9,57.0,422.0,4.29,4.31,2.66 +47622,0.55,Ideal,G,VS1,61.6,55.0,1881.0,5.32,5.29,3.27 +5645,0.9,Very Good,D,SI1,61.6,54.0,3880.0,6.18,6.25,3.83 +16445,1.28,Very Good,F,SI1,63.0,56.0,6566.0,6.9,7.03,4.39 +46133,0.56,Ideal,H,VVS2,62.1,57.0,1745.0,5.26,5.3,3.27 +23744,2.0,Premium,J,VS1,62.0,62.0,11793.0,8.02,7.91,4.94 +30746,0.36,Good,D,VS2,63.4,54.0,739.0,4.51,4.57,2.88 +4209,0.73,Very Good,E,VVS2,60.2,60.0,3565.0,5.81,5.85,3.51 +37368,0.4,Premium,F,VS1,62.6,58.0,982.0,4.68,4.72,2.94 +22854,1.22,Ideal,G,VVS1,61.1,56.0,10888.0,6.91,6.94,4.23 +12157,1.31,Premium,E,SI2,61.2,60.0,5176.0,7.02,6.93,4.27 +53674,0.7,Fair,G,VVS2,65.3,61.0,2710.0,5.58,5.48,3.61 +4155,0.9,Ideal,H,SI2,62.6,57.0,3548.0,6.16,6.07,3.83 +49856,0.67,Premium,H,VVS2,60.6,61.0,2171.0,5.65,5.61,3.41 +41926,0.4,Ideal,F,VVS1,61.7,56.0,1263.0,4.72,4.75,2.92 +11571,1.1,Ideal,I,SI1,62.1,57.0,5037.0,6.6,6.64,4.11 +52646,0.24,Very Good,E,VVS2,60.0,57.0,552.0,4.07,4.1,2.45 +44724,0.48,Ideal,G,VS1,61.9,55.0,1615.0,5.02,5.06,3.12 +52234,0.73,Very Good,F,SI2,58.0,61.0,2485.0,5.94,5.99,3.46 +6109,1.0,Premium,F,SI2,62.4,56.0,3977.0,6.35,6.31,3.95 +43613,0.34,Premium,D,SI2,60.8,60.0,507.0,4.49,4.53,2.74 +52924,0.58,Ideal,D,VS2,61.5,56.0,2590.0,5.37,5.4,3.31 +5961,0.9,Very Good,F,SI1,62.6,57.0,3950.0,6.16,6.2,3.87 +48466,0.7,Very Good,I,SI2,61.8,58.0,1977.0,5.65,5.71,3.51 +6483,1.22,Very Good,J,SI2,62.2,60.0,4058.0,6.77,6.89,4.25 +49403,0.6,Ideal,G,VS1,61.3,57.0,2105.0,5.4,5.47,3.33 +6739,0.4,Very Good,F,SI2,62.1,57.0,579.0,4.7,4.74,2.93 +44224,0.5,Ideal,D,VS1,63.0,57.0,1571.0,5.06,5.0,3.17 +19362,0.27,Ideal,E,VVS2,62.2,55.0,622.0,4.12,4.17,2.58 +27973,0.3,Premium,E,VS2,62.2,60.0,658.0,4.24,4.28,2.65 +45113,0.54,Ideal,D,SI1,61.7,55.0,1650.0,5.23,5.27,3.24 +34561,0.38,Very Good,D,VS2,61.5,62.0,871.0,4.6,4.63,2.84 +50502,0.6,Ideal,H,IF,61.9,56.0,2270.0,5.4,5.45,3.36 +44731,0.56,Ideal,G,VS2,62.0,55.0,1616.0,5.28,5.33,3.29 +39681,0.47,Premium,E,SI1,60.2,61.0,1087.0,5.05,4.96,3.02 +11298,1.16,Premium,H,SI2,62.6,57.0,4979.0,6.75,6.67,4.2 +18854,1.5,Very Good,E,SI2,63.3,57.0,7728.0,7.28,7.23,4.59 +3687,0.9,Very Good,I,VS1,62.6,58.0,3447.0,6.14,6.17,3.85 +9742,0.9,Ideal,F,SI1,61.7,57.0,4657.0,6.25,6.2,3.84 +38767,0.31,Ideal,E,VVS2,61.0,56.0,1046.0,4.43,4.39,2.69 +39971,0.5,Very Good,F,SI1,63.2,58.0,1106.0,5.08,5.04,3.2 +41463,0.41,Ideal,G,VVS1,61.8,55.0,1230.0,4.78,4.76,2.95 +48167,0.62,Premium,F,VS1,60.1,58.0,1942.0,5.56,5.48,3.32 +31937,0.3,Ideal,F,VS2,61.8,57.0,776.0,4.33,4.31,2.67 +567,0.71,Premium,F,VS1,62.2,58.0,2832.0,5.72,5.66,3.54 +50776,0.52,Ideal,E,VVS2,61.8,56.0,2301.0,5.16,5.19,3.2 +31177,0.32,Ideal,D,VS1,61.4,56.0,756.0,4.42,4.47,2.73 +21753,1.12,Ideal,G,VVS2,61.6,55.0,9820.0,6.68,6.74,4.13 +11115,1.0,Good,E,SI1,62.4,59.0,4936.0,6.35,6.4,3.98 +16971,1.08,Very Good,G,VS2,60.6,58.0,6777.0,6.65,6.71,4.05 +4909,0.7,Very Good,E,VVS1,62.5,56.0,3724.0,5.63,5.7,3.54 +23286,1.65,Premium,D,SI1,60.4,60.0,11310.0,7.63,7.58,4.59 +18452,1.52,Very Good,I,SI1,62.7,59.0,7506.0,7.26,7.34,4.58 +20178,1.03,Ideal,E,VS1,61.9,57.0,8629.0,6.46,6.44,4.0 +27983,0.3,Very Good,E,VS2,62.6,58.0,658.0,4.25,4.28,2.67 +37623,0.44,Premium,I,VVS1,62.5,60.0,990.0,4.87,4.82,3.03 +36782,0.39,Ideal,F,VS1,60.9,56.0,956.0,4.75,4.68,2.87 +11628,1.01,Good,D,VS1,56.8,61.0,5050.0,6.5,6.45,3.68 +35273,0.3,Ideal,G,IF,62.0,56.0,895.0,4.3,4.31,2.67 +21583,1.62,Very Good,I,VS2,62.0,60.0,9683.0,7.5,7.57,4.67 +12777,1.22,Ideal,I,SI1,62.1,56.0,5329.0,6.83,6.79,4.23 +27600,2.08,Premium,I,VS2,58.9,61.0,18447.0,8.36,8.35,4.92 +27999,0.3,Premium,E,VS2,62.4,59.0,658.0,4.26,4.3,2.67 +24345,2.0,Fair,F,SI2,59.8,68.0,12610.0,8.13,7.95,4.81 +23937,1.51,Premium,G,VS2,61.4,58.0,12068.0,7.4,7.3,4.51 +24487,1.51,Premium,G,VS2,62.5,59.0,12756.0,7.28,7.34,4.57 +31418,0.3,Ideal,G,VVS1,61.9,54.0,764.0,4.33,4.36,2.69 +46207,0.51,Ideal,G,VVS2,62.0,57.0,1750.0,5.1,5.13,3.17 +45641,0.36,Ideal,J,VVS2,61.7,55.0,525.0,4.61,4.63,2.85 +20247,1.51,Ideal,J,VS1,61.8,59.0,8678.0,7.36,7.39,4.56 +53257,0.72,Good,F,SI1,63.1,56.0,2647.0,5.67,5.68,3.58 +6259,0.92,Ideal,E,SI2,62.1,57.0,4011.0,6.2,6.26,3.87 +48447,0.51,Very Good,G,VVS2,63.1,58.0,1974.0,5.11,5.07,3.21 +21004,1.51,Good,H,SI1,61.8,61.0,9218.0,7.25,7.32,4.5 +38125,0.3,Ideal,G,VVS1,62.6,54.0,1013.0,4.32,4.31,2.7 +40667,0.31,Ideal,F,IF,60.2,57.0,1155.0,4.38,4.44,2.65 +11063,0.35,Good,F,VS2,57.9,60.0,596.0,4.65,4.68,2.7 +47235,0.66,Very Good,H,VS2,60.9,57.0,1841.0,5.63,5.65,3.43 +1784,0.83,Ideal,E,SI2,61.9,53.0,3049.0,6.08,6.04,3.75 +33543,0.35,Ideal,E,VS1,61.2,56.0,829.0,4.53,4.55,2.78 +16769,1.01,Very Good,F,VS1,63.9,55.0,6679.0,6.28,6.36,4.04 +12920,1.2,Premium,H,SI2,62.3,58.0,5376.0,6.81,6.76,4.23 +10385,0.36,Very Good,E,SI1,63.5,58.0,593.0,4.46,4.49,2.84 +26322,2.21,Very Good,G,SI2,60.7,62.0,15825.0,8.42,8.48,5.13 +20410,1.34,Ideal,H,VS2,61.9,55.0,8771.0,7.05,7.08,4.37 +16774,1.13,Ideal,E,SI1,62.2,55.0,6682.0,6.69,6.66,4.15 +712,0.74,Premium,D,VS2,62.4,57.0,2855.0,5.8,5.74,3.6 +44127,0.5,Ideal,E,VS2,62.0,56.0,1559.0,5.06,5.1,3.15 +43821,0.51,Premium,E,SI1,62.8,61.0,1443.0,5.07,5.06,3.18 +26163,2.0,Very Good,G,SI2,63.5,55.0,15485.0,8.03,7.93,5.07 +41431,0.38,Premium,G,IF,62.5,60.0,1227.0,4.64,4.61,2.89 +51852,0.7,Very Good,F,SI1,63.2,57.0,2423.0,5.68,5.62,3.57 +53734,0.82,Premium,F,SI2,60.3,57.0,2723.0,6.07,6.03,3.65 +16534,1.01,Good,E,VS2,56.7,61.0,6606.0,6.71,6.66,3.79 +1518,0.77,Ideal,D,SI1,61.4,56.0,2996.0,5.9,5.93,3.63 +28896,0.3,Very Good,G,VVS2,61.3,58.0,684.0,4.28,4.34,2.64 +8618,1.24,Premium,H,SI2,62.3,58.0,4444.0,6.84,6.8,4.25 +7167,0.92,Ideal,E,SI1,61.4,55.0,4183.0,6.29,6.25,3.85 +9892,0.9,Very Good,H,VS1,62.8,59.0,4685.0,6.07,6.15,3.84 +14136,1.09,Ideal,H,VS2,61.5,54.0,5732.0,6.64,6.65,4.09 +36702,0.43,Ideal,J,IF,62.4,56.0,952.0,4.87,4.84,3.03 +23538,1.51,Ideal,H,VS2,60.6,57.0,11540.0,7.46,7.45,4.52 +49146,0.59,Very Good,E,VS2,60.8,57.0,2068.0,5.37,5.42,3.28 +30320,0.36,Very Good,G,VS1,59.7,56.0,726.0,4.64,4.67,2.78 +624,0.71,Premium,F,VS2,59.3,56.0,2840.0,5.88,5.82,3.47 +10948,0.87,Ideal,G,VS2,61.8,56.0,4899.0,6.11,6.13,3.78 +12066,1.04,Premium,H,SI1,61.6,58.0,5154.0,6.53,6.48,4.01 +22855,1.01,Premium,E,VVS1,61.6,58.0,10888.0,6.57,6.45,4.01 +34927,0.23,Good,E,VS1,64.3,59.0,373.0,3.84,3.87,2.48 +50025,0.51,Ideal,G,VVS2,61.6,55.0,2197.0,5.13,5.16,3.17 +5788,1.01,Good,H,SI2,57.9,59.0,3903.0,6.64,6.59,3.83 +6826,1.01,Good,F,SI2,58.2,63.0,4119.0,6.51,6.55,3.8 +43122,0.52,Premium,D,SI2,62.4,59.0,1385.0,5.15,5.05,3.18 +43397,0.62,Fair,D,SI2,64.6,57.0,1410.0,5.39,5.33,3.46 +49730,0.52,Premium,G,VVS1,61.9,61.0,2153.0,5.13,5.11,3.17 +29987,0.32,Ideal,F,VS1,61.9,57.0,716.0,4.38,4.41,2.72 +13304,1.04,Ideal,F,SI1,61.3,56.0,5495.0,6.51,6.55,4.0 +32561,0.36,Ideal,D,VS2,61.8,55.0,800.0,4.58,4.61,2.84 +26610,2.1,Premium,F,SI2,62.1,59.0,16357.0,8.16,8.18,5.07 +143,0.7,Very Good,D,VS2,61.8,55.0,2767.0,5.68,5.72,3.52 +52770,0.73,Very Good,E,SI1,60.2,60.0,2564.0,5.81,5.86,3.51 +17923,1.39,Premium,J,VS1,60.8,58.0,7239.0,7.26,7.21,4.4 +25609,1.73,Good,E,SI1,64.2,58.0,14479.0,7.54,7.5,4.83 +12730,1.03,Very Good,D,SI1,60.5,61.0,5313.0,6.43,6.47,3.9 +8415,1.02,Very Good,E,SI2,63.1,59.0,4404.0,6.33,6.39,4.01 +26343,0.32,Ideal,G,VS1,61.2,56.0,645.0,4.41,4.45,2.71 +1318,0.79,Ideal,I,VS1,62.2,57.0,2958.0,5.89,5.94,3.68 +48262,0.53,Ideal,G,VVS2,60.8,57.0,1955.0,5.24,5.28,3.2 +16079,1.22,Very Good,G,SI1,63.4,56.0,6421.0,6.75,6.78,4.29 +1647,0.71,Ideal,F,VVS2,62.6,56.0,3018.0,5.7,5.65,3.55 +52980,0.3,Ideal,D,SI1,61.0,56.0,552.0,4.3,4.33,2.63 +12097,1.08,Ideal,F,SI2,61.3,55.0,5164.0,6.59,6.62,4.05 +50108,0.51,Ideal,G,IF,61.4,54.0,2208.0,5.18,5.24,3.2 +49773,0.5,Premium,F,VVS2,61.8,56.0,2160.0,5.15,5.11,3.17 +21245,1.51,Ideal,G,SI2,62.3,56.0,9391.0,7.31,7.37,4.57 +15002,1.01,Very Good,E,VS2,62.6,56.0,6043.0,6.39,6.43,4.01 +34090,0.41,Very Good,F,SI1,63.4,58.0,852.0,4.75,4.68,2.99 +3810,1.03,Good,G,SI2,63.9,60.0,3466.0,6.33,6.37,4.06 +51960,0.56,Ideal,G,IF,61.4,57.0,2442.0,5.29,5.32,3.26 +2817,1.0,Fair,I,VS2,65.7,58.0,3265.0,6.25,6.2,4.09 +15611,1.21,Ideal,F,VS2,62.6,55.0,6261.0,6.81,6.74,4.24 +20691,1.23,Ideal,G,VS1,61.4,56.0,8970.0,6.91,6.96,4.26 +47497,0.55,Ideal,F,VS2,61.4,57.0,1865.0,5.29,5.25,3.24 +22507,1.51,Very Good,D,SI2,61.7,59.0,10546.0,7.28,7.35,4.51 +10856,1.13,Premium,J,VS1,61.1,59.0,4873.0,6.74,6.67,4.1 +19364,0.27,Ideal,E,VVS2,62.1,57.0,622.0,4.13,4.15,2.57 +11559,1.16,Very Good,E,SI2,62.4,55.0,5034.0,6.69,6.77,4.2 +47449,0.53,Ideal,D,VS2,62.3,56.0,1857.0,5.14,5.17,3.21 +47385,0.54,Ideal,E,VS2,60.5,56.0,1847.0,5.28,5.26,3.19 +5765,1.01,Good,F,SI2,64.3,57.0,3897.0,6.32,6.25,4.04 +35644,0.31,Ideal,G,VVS2,61.7,54.0,907.0,4.38,4.34,2.69 +33899,0.3,Ideal,E,VS2,61.5,55.0,844.0,4.31,4.28,2.64 +41148,0.39,Ideal,D,VS2,61.4,56.0,1197.0,4.71,4.73,2.9 +28909,0.3,Good,G,VVS2,63.5,56.0,684.0,4.29,4.34,2.74 +4809,1.12,Very Good,G,SI2,63.4,57.0,3700.0,6.51,6.47,4.12 +13349,1.15,Premium,H,SI1,62.0,58.0,5506.0,6.77,6.66,4.16 +9049,0.28,Very Good,E,VS1,63.1,55.0,588.0,4.18,4.15,2.63 +46728,0.7,Very Good,I,SI2,62.4,58.0,1795.0,5.64,5.68,3.53 +241,0.71,Ideal,F,SI1,62.5,55.0,2788.0,5.71,5.65,3.55 +7225,0.9,Good,D,SI1,63.8,58.0,4193.0,6.09,6.13,3.9 +24429,2.01,Good,I,SI2,64.6,57.0,12681.0,7.82,7.88,5.07 +39949,0.28,Good,E,VVS1,64.6,55.0,492.0,4.15,4.18,2.69 +14745,1.19,Ideal,F,SI1,62.1,56.0,5937.0,6.81,6.84,4.24 +44100,0.59,Very Good,G,VS2,62.8,56.0,1556.0,5.3,5.34,3.34 +118,0.71,Ideal,G,VS2,62.4,54.0,2762.0,5.72,5.76,3.58 +2691,0.84,Ideal,D,SI2,61.8,56.0,3246.0,6.04,6.06,3.74 +45384,0.68,Premium,H,SI1,59.5,59.0,1666.0,5.77,5.73,3.42 +4882,0.76,Ideal,F,VVS2,60.9,57.0,3716.0,5.89,5.96,3.61 +5930,1.12,Premium,E,I1,61.0,59.0,3942.0,6.7,6.74,4.1 +9679,1.04,Ideal,H,SI1,62.5,57.0,4648.0,6.5,6.46,4.05 +24339,1.5,Fair,D,VS2,65.4,53.0,12606.0,7.12,7.1,4.65 +17580,1.32,Ideal,I,VS2,60.8,57.0,7079.0,7.02,7.07,4.28 +8111,1.01,Premium,H,VS2,58.1,60.0,4348.0,6.61,6.55,3.82 +48036,0.56,Ideal,D,VS1,61.7,56.0,1924.0,5.3,5.33,3.28 +30884,0.33,Ideal,E,SI1,62.4,56.0,743.0,4.43,4.41,2.76 +30050,0.41,Very Good,G,SI1,62.7,55.0,719.0,4.77,4.8,3.0 +42795,0.8,Good,G,I1,63.7,55.0,1350.0,5.91,5.81,3.73 +23102,1.16,Ideal,F,VVS2,60.5,57.0,11120.0,6.8,6.86,4.13 +52930,0.7,Very Good,G,VS1,61.0,57.0,2591.0,5.69,5.72,3.48 +9989,1.2,Very Good,I,SI1,63.3,57.0,4704.0,6.7,6.66,4.23 +44812,0.5,Ideal,E,VS2,61.4,57.0,1624.0,5.08,5.11,3.13 +18252,1.25,Very Good,H,VS2,60.3,54.0,7414.0,7.0,7.03,4.23 +5097,0.77,Ideal,D,VS2,61.8,56.0,3755.0,5.9,5.84,3.63 +23107,1.24,Very Good,F,VVS2,62.0,55.0,11130.0,6.88,6.95,4.29 +51126,0.57,Ideal,F,VVS1,61.9,54.8,2339.0,5.3,5.36,3.3 +25089,2.01,Premium,F,SI2,58.4,59.0,13610.0,8.26,8.24,4.82 +29004,0.34,Very Good,H,VVS2,62.7,59.0,686.0,4.43,4.47,2.79 +24522,1.57,Ideal,H,VS2,61.5,54.0,12809.0,7.47,7.5,4.61 +31957,0.31,Ideal,I,VS2,61.0,57.0,452.0,4.37,4.38,2.67 +5566,1.0,Good,F,SI2,59.4,64.0,3858.0,6.36,6.29,3.76 +34968,0.23,Very Good,D,VVS2,58.5,62.0,472.0,4.04,4.06,2.37 +1883,0.9,Fair,I,VVS2,67.0,56.0,3074.0,5.91,5.83,3.93 +38625,0.31,Ideal,H,VS2,62.6,57.0,489.0,4.34,4.38,2.73 +12135,1.16,Ideal,G,SI2,61.6,55.0,5171.0,6.8,6.78,4.18 +23193,1.71,Ideal,F,SI2,62.1,54.0,11199.0,7.72,7.67,4.78 +47751,0.54,Ideal,D,VS2,61.1,57.0,1892.0,5.19,5.29,3.2 +44063,0.55,Ideal,E,SI1,61.4,55.0,1551.0,5.26,5.29,3.24 +11255,1.01,Very Good,F,SI1,61.3,59.0,4969.0,6.44,6.47,3.96 +44705,0.57,Premium,E,SI1,59.4,58.0,1613.0,5.42,5.38,3.21 +24539,1.51,Fair,E,VS2,65.0,58.0,12829.0,7.06,7.12,4.61 +19495,1.11,Ideal,G,VS1,62.8,55.0,8129.0,6.6,6.65,4.16 +53157,0.93,Premium,E,I1,62.3,60.0,2624.0,6.2,6.23,3.87 +18885,1.51,Very Good,J,VS2,61.0,58.0,7744.0,7.35,7.41,4.5 +15653,1.26,Ideal,F,SI2,62.7,58.0,6277.0,6.91,6.87,4.32 +26777,1.71,Ideal,G,VS1,62.1,55.0,16618.0,7.74,7.59,4.76 +50319,0.78,Ideal,G,SI2,61.9,55.0,2240.0,5.91,5.94,3.67 +14865,1.0,Very Good,D,SI1,59.3,61.0,5987.0,6.45,6.5,3.84 +48800,0.59,Ideal,G,VVS2,61.0,57.0,2024.0,5.41,5.44,3.31 +10840,1.2,Premium,I,SI1,61.7,56.0,4872.0,6.82,6.76,4.19 +35200,0.41,Good,F,VS1,58.0,61.0,891.0,4.86,4.9,2.83 +20330,1.5,Premium,G,SI2,58.5,62.0,8736.0,7.44,7.4,4.34 +14310,1.38,Ideal,I,SI2,61.8,57.0,5796.0,7.14,7.1,4.4 +38918,0.33,Ideal,G,IF,61.8,55.0,1052.0,4.48,4.45,2.76 +51303,0.31,Very Good,H,VS1,62.8,58.0,544.0,4.29,4.31,2.7 +2193,0.74,Very Good,D,SI1,61.5,59.0,3138.0,5.76,5.82,3.56 +34336,0.42,Ideal,I,VVS2,62.8,54.0,862.0,4.78,4.8,3.01 +11201,1.16,Premium,I,VS2,62.2,58.0,4958.0,6.74,6.67,4.17 +3615,1.05,Ideal,I,VS2,62.2,56.0,3428.0,6.52,6.5,4.05 +33403,0.28,Ideal,F,IF,62.4,55.0,828.0,4.2,4.17,2.61 +39797,0.36,Ideal,D,VS1,61.1,56.0,1095.0,4.6,4.63,2.82 +39779,0.36,Ideal,D,VS2,60.6,57.0,1094.0,4.61,4.57,2.78 +15167,1.44,Ideal,G,I1,63.2,55.0,6096.0,7.21,7.18,4.54 +49682,0.72,Very Good,J,VVS2,63.0,59.0,2144.0,5.7,5.72,3.6 +12825,1.1,Ideal,H,VS2,60.5,57.0,5347.0,6.73,6.7,4.06 +47005,0.53,Ideal,F,VS1,60.4,57.0,1818.0,5.25,5.22,3.16 +49434,0.61,Ideal,F,VS2,62.4,55.0,2108.0,5.45,5.42,3.39 +15884,1.0,Premium,F,VS2,62.4,60.0,6352.0,6.35,6.38,3.97 +10580,1.16,Premium,F,SI2,61.2,61.0,4820.0,6.77,6.74,4.14 +44683,0.5,Premium,D,SI1,61.1,59.0,1610.0,5.08,5.04,3.09 +22047,0.31,Good,I,VS1,63.7,55.0,628.0,4.33,4.3,2.75 +27444,2.11,Very Good,F,SI2,63.5,55.0,18071.0,8.08,8.13,5.15 +19982,1.59,Very Good,J,VS2,62.9,58.1,8526.0,7.39,7.45,4.66 +49845,0.71,Premium,F,SI2,62.3,60.0,2169.0,5.7,5.67,3.54 +50951,0.87,Premium,J,SI1,61.4,57.0,2321.0,6.17,6.14,3.78 +31379,0.31,Premium,H,IF,60.4,58.0,761.0,4.41,4.43,2.67 +17609,1.12,Ideal,H,VVS2,62.3,53.0,7091.0,6.64,6.7,4.16 +32858,0.4,Ideal,H,VS1,61.8,56.0,807.0,4.74,4.78,2.94 +49027,0.59,Good,J,IF,63.7,59.0,2053.0,5.3,5.28,3.37 +28900,0.3,Ideal,G,VVS2,61.5,57.0,684.0,4.29,4.33,2.65 +11537,1.01,Very Good,H,VS2,62.1,57.0,5028.0,6.39,6.45,3.99 +51458,0.71,Ideal,I,SI1,62.2,55.0,2376.0,5.7,5.75,3.56 +4642,0.9,Good,G,SI1,65.2,58.0,3669.0,6.0,6.06,3.93 +12252,1.01,Premium,G,SI1,60.0,58.0,5204.0,6.54,6.5,3.91 +34399,0.36,Ideal,E,VS1,62.0,54.2,863.0,4.55,4.58,2.83 +6618,0.9,Premium,H,VS2,61.8,56.0,4082.0,6.25,6.18,3.84 +38606,0.39,Ideal,H,IF,61.9,55.6,1039.0,4.68,4.7,2.91 +30569,0.31,Ideal,D,VS2,61.8,56.0,734.0,4.32,4.36,2.68 +2178,1.0,Fair,E,SI2,66.6,59.0,3136.0,6.07,6.01,4.02 +1179,0.7,Ideal,E,VS1,62.3,54.0,2930.0,5.67,5.72,3.55 +49086,0.6,Ideal,G,VS1,62.2,55.0,2061.0,5.41,5.45,3.38 +25966,1.73,Premium,G,VS1,62.8,57.0,15151.0,7.72,7.57,4.8 +11133,0.91,Ideal,H,VS1,60.8,58.0,4939.0,6.27,6.32,3.83 +52882,0.73,Ideal,H,VS2,62.0,54.0,2583.0,5.79,5.83,3.6 +29831,0.31,Ideal,E,VVS2,60.4,61.0,710.0,4.37,4.44,2.66 +13328,1.01,Fair,F,VS2,65.5,62.0,5501.0,6.19,6.23,4.07 +43563,0.58,Fair,G,VS2,65.0,56.0,1430.0,5.23,5.17,3.38 +40215,0.34,Premium,G,VVS1,61.5,59.0,1122.0,4.5,4.47,2.76 +44497,0.51,Very Good,G,VS1,62.7,58.0,1599.0,5.05,5.09,3.18 +6939,1.5,Premium,G,I1,60.4,55.0,4140.0,7.4,7.32,4.45 +31954,0.31,Ideal,I,VS2,61.6,57.0,452.0,4.36,4.4,2.7 +24132,3.24,Premium,H,I1,62.1,58.0,12300.0,9.44,9.4,5.85 +18373,0.39,Good,J,VS1,63.5,58.0,616.0,4.59,4.64,2.93 +5874,0.9,Very Good,E,SI2,61.6,59.0,3924.0,6.18,6.26,3.83 +18534,1.51,Premium,J,VS2,62.8,59.0,7553.0,7.2,7.17,4.51 +795,0.79,Premium,F,SI1,62.3,54.0,2862.0,5.97,5.91,3.7 +51615,0.53,Very Good,F,IF,59.6,58.0,2395.0,5.28,5.32,3.16 +18437,1.5,Premium,H,SI2,62.1,59.0,7500.0,7.28,7.24,4.51 +33271,0.32,Premium,H,SI1,60.9,60.0,461.0,4.4,4.43,2.69 +6156,0.9,Good,G,VS2,62.0,63.0,3990.0,6.06,6.13,3.78 +46105,0.52,Ideal,E,VS1,61.7,56.0,1742.0,5.13,5.18,3.18 +9695,0.32,Good,D,SI1,63.3,57.0,589.0,4.36,4.39,2.77 +2140,0.72,Ideal,H,VVS1,61.4,56.0,3124.0,5.79,5.77,3.55 +35375,0.41,Ideal,G,VS1,60.8,57.0,899.0,4.8,4.84,2.93 +21636,1.35,Very Good,G,VS1,60.1,56.0,9729.0,7.16,7.21,4.32 +10892,1.11,Ideal,H,SI2,61.5,55.0,4883.0,6.65,6.69,4.1 +34149,0.33,Ideal,H,VVS2,61.7,56.0,854.0,4.44,4.41,2.73 +27679,2.02,Ideal,G,VS2,62.0,57.0,18700.0,8.1,8.05,5.01 +7434,0.93,Premium,E,SI1,61.4,57.0,4229.0,6.34,6.23,3.86 +43326,0.51,Ideal,D,SI1,60.6,57.0,1403.0,5.15,5.18,3.13 +10534,1.01,Premium,D,SI2,61.5,56.0,4805.0,6.46,6.39,3.95 +11631,1.13,Ideal,H,SI1,62.0,57.0,5050.0,6.73,6.66,4.15 +18864,1.55,Premium,J,VS1,61.6,58.0,7733.0,7.39,7.42,4.56 +5087,1.0,Good,E,SI2,57.9,59.0,3752.0,6.65,6.51,3.8 +30925,0.34,Ideal,E,VS2,62.6,57.0,745.0,4.45,4.47,2.79 +39107,0.41,Ideal,H,VS1,62.7,56.0,1061.0,4.77,4.73,2.98 +25070,1.51,Ideal,D,SI1,61.9,56.0,13588.0,7.35,7.41,4.57 +17142,1.0,Good,F,VS2,61.1,61.0,6841.0,6.38,6.45,3.92 +37932,0.26,Very Good,H,VVS2,62.5,56.0,486.0,4.07,4.09,2.55 +27490,2.52,Premium,F,SI2,60.6,60.0,18179.0,8.78,8.7,5.3 +53437,0.7,Very Good,E,VS2,62.9,56.0,2673.0,5.61,5.67,3.55 +13030,0.23,Very Good,F,VVS2,58.1,63.0,600.0,4.08,4.04,2.36 +9967,1.0,Ideal,H,SI1,60.3,56.0,4702.0,6.52,6.54,3.94 +24649,1.5,Very Good,H,IF,63.0,59.0,12988.0,7.23,7.3,4.58 +50044,0.79,Premium,J,SI1,59.1,57.0,2199.0,6.08,6.06,3.59 +24441,1.72,Premium,H,SI1,62.4,62.0,12696.0,7.63,7.52,4.73 +33245,0.34,Very Good,F,VVS2,61.9,57.0,825.0,4.48,4.52,2.78 +11451,1.01,Ideal,D,SI2,61.6,57.0,5006.0,6.46,6.42,3.97 +39415,0.41,Ideal,F,VS1,62.3,55.0,1076.0,4.79,4.77,2.98 +16982,1.25,Good,H,SI1,63.7,58.0,6783.0,6.81,6.79,4.33 +7241,1.0,Very Good,G,SI2,60.0,62.0,4195.0,6.45,6.48,3.88 +30247,0.26,Very Good,F,VVS1,63.3,57.0,724.0,4.07,4.05,2.57 +38883,0.4,Ideal,D,VS2,62.8,57.0,1050.0,4.72,4.68,2.95 +1024,0.72,Ideal,D,SI1,61.9,55.0,2903.0,5.78,5.75,3.57 +36606,0.32,Ideal,D,SI2,61.4,56.0,477.0,4.43,4.46,2.73 +40861,0.33,Ideal,E,VVS1,61.2,55.0,1174.0,4.48,4.51,2.75 +5994,0.71,Ideal,G,VVS1,61.1,57.0,3955.0,5.76,5.8,3.53 +35497,0.41,Very Good,F,SI1,63.4,57.0,904.0,4.74,4.73,3.0 +4502,1.08,Ideal,H,SI2,62.0,57.0,3629.0,6.65,6.55,4.06 +25376,0.31,Ideal,E,VS2,61.5,56.0,642.0,4.39,4.42,2.71 +5941,0.9,Good,E,SI1,62.6,62.0,3945.0,6.15,6.18,3.86 +12526,1.07,Very Good,H,VS2,62.7,57.0,5264.0,6.48,6.53,4.08 +11477,1.08,Very Good,F,SI1,62.9,57.0,5014.0,6.53,6.54,4.11 +43949,0.31,Ideal,E,SI1,61.6,54.0,516.0,4.39,4.41,2.71 +9334,0.9,Very Good,E,VS2,62.9,57.0,4580.0,6.16,6.18,3.88 +48574,0.71,Very Good,G,SI2,63.0,56.0,1993.0,5.62,5.65,3.55 +33140,0.31,Premium,G,VVS1,62.1,59.0,816.0,4.34,4.39,2.71 +24342,1.71,Premium,H,VS2,58.8,60.0,12607.0,7.85,7.8,4.6 +42372,0.54,Ideal,I,VS1,61.2,58.0,1304.0,5.24,5.29,3.22 +1344,0.75,Premium,H,VS1,61.9,61.0,2961.0,5.85,5.82,3.61 +36308,0.32,Ideal,H,VVS1,62.1,54.0,936.0,4.42,4.4,2.74 +30140,0.32,Premium,G,VS2,62.6,60.0,720.0,4.36,4.33,2.72 +19188,1.37,Very Good,I,VS1,61.8,57.0,7939.0,7.09,7.14,4.4 +9552,1.0,Premium,E,SI2,61.2,60.0,4620.0,6.42,6.45,3.94 +36596,0.3,Ideal,F,IF,62.0,56.0,947.0,4.3,4.34,2.68 +14214,1.27,Ideal,F,SI1,61.8,57.0,5761.0,6.96,6.89,4.28 +22602,1.51,Premium,H,VS1,59.6,60.0,10655.0,7.5,7.41,4.44 +15577,1.21,Very Good,D,SI2,62.4,58.0,6248.0,6.77,6.83,4.24 +53417,0.72,Ideal,D,SI2,62.7,55.0,2670.0,5.72,5.7,3.58 +48275,0.53,Ideal,D,VS2,61.4,55.0,1956.0,5.25,5.21,3.21 +33205,0.39,Ideal,I,VVS1,62.5,53.1,820.0,4.68,4.7,2.93 +29401,0.34,Ideal,E,VS1,62.2,57.0,698.0,4.46,4.51,2.79 +49284,0.7,Very Good,F,SI2,62.8,56.0,2092.0,5.64,5.69,3.56 +6055,0.32,Ideal,I,VS2,62.5,57.0,576.0,4.39,4.35,2.73 +19329,1.53,Ideal,H,SI2,62.4,58.0,8034.0,7.32,7.38,4.59 +43098,0.52,Ideal,F,SI1,62.0,55.0,1383.0,5.14,5.17,3.19 +5711,0.25,Very Good,F,VVS2,61.0,58.0,575.0,4.02,4.05,2.46 +52238,0.61,Ideal,E,VS1,62.2,54.0,2485.0,5.43,5.45,3.38 +37406,0.51,Ideal,H,SI2,62.5,55.0,983.0,5.1,5.14,3.2 +12,0.23,Ideal,J,VS1,62.8,56.0,340.0,3.93,3.9,2.46 +2624,0.8,Premium,D,SI1,59.4,55.0,3226.0,6.06,6.02,3.59 +19870,1.09,Ideal,F,VS1,60.6,57.0,8422.0,6.62,6.64,4.02 +37710,0.34,Premium,E,VVS2,62.7,59.0,995.0,4.43,4.41,2.77 +33596,0.37,Premium,G,VS2,61.2,57.0,833.0,4.63,4.59,2.82 +46814,0.51,Ideal,D,VS2,61.4,57.0,1807.0,5.16,5.13,3.16 +12255,1.01,Premium,D,SI2,59.3,59.0,5206.0,6.57,6.54,3.89 +49203,0.55,Ideal,E,VS1,61.9,55.0,2079.0,5.3,5.24,3.25 +43225,0.4,Ideal,G,IF,62.2,55.0,1397.0,4.76,4.73,2.95 +13043,0.36,Premium,F,SI1,61.5,58.0,600.0,4.54,4.6,2.81 +10145,0.93,Ideal,D,SI1,61.6,57.0,4724.0,6.27,6.33,3.88 +29976,0.35,Ideal,I,IF,61.8,55.0,715.0,4.55,4.57,2.82 +36963,0.41,Premium,G,VS1,62.4,57.0,961.0,4.74,4.71,2.95 +50816,0.75,Premium,D,SI2,60.3,61.0,2307.0,5.88,5.86,3.54 +45179,0.51,Ideal,G,VS1,61.7,56.0,1656.0,5.1,5.14,3.16 +28400,0.35,Very Good,E,VS2,60.2,60.0,669.0,4.54,4.57,2.74 +21590,1.51,Very Good,H,SI1,62.1,59.0,9694.0,7.28,7.33,4.54 +19871,1.37,Premium,H,VS1,60.9,59.0,8424.0,7.17,7.24,4.39 +34260,0.3,Ideal,F,VVS1,62.6,56.0,857.0,4.26,4.29,2.67 +51465,1.2,Fair,G,I1,66.6,57.0,2376.0,6.57,6.5,4.34 +2049,0.32,Ideal,G,VS2,61.8,57.0,561.0,4.38,4.42,2.72 +19078,1.22,Premium,G,VS1,61.6,60.0,7850.0,6.85,6.88,4.23 +6772,0.87,Ideal,D,SI1,62.6,56.0,4108.0,6.17,6.08,3.84 +5295,1.01,Premium,E,SI2,60.4,57.0,3801.0,6.53,6.49,3.93 +30837,0.33,Premium,H,VS1,60.0,61.0,743.0,4.52,4.48,2.7 +11932,1.11,Ideal,G,SI1,62.0,57.0,5127.0,6.69,6.61,4.12 +13841,1.38,Premium,H,SI2,60.2,60.0,5641.0,7.31,7.24,4.37 +1240,0.73,Ideal,D,SI1,61.4,56.0,2943.0,5.82,5.78,3.56 +4075,0.31,Ideal,D,SI1,62.4,56.0,571.0,4.33,4.35,2.71 +19286,1.0,Very Good,F,VVS1,63.0,56.0,8008.0,6.32,6.37,4.0 +164,0.71,Ideal,G,VS2,61.9,57.0,2771.0,5.73,5.77,3.56 +35033,0.4,Very Good,E,SI1,63.2,56.0,882.0,4.69,4.65,2.95 +42092,0.7,Fair,E,I1,66.1,58.0,1273.0,5.61,5.51,3.67 +2322,0.72,Premium,F,VS1,62.2,57.0,3167.0,5.74,5.67,3.55 +40083,0.33,Ideal,E,VVS2,61.2,57.0,1114.0,4.47,4.45,2.73 +4423,0.92,Very Good,D,SI2,62.5,59.0,3613.0,6.2,6.24,3.89 +45690,0.51,Very Good,F,VS1,62.4,59.0,1697.0,5.04,5.09,3.16 +9235,1.14,Ideal,G,SI2,63.0,57.0,4558.0,6.7,6.64,4.2 +37982,0.39,Ideal,G,VS1,62.0,55.0,1008.0,4.66,4.71,2.9 +8973,1.0,Good,F,SI1,62.5,57.0,4504.0,6.28,6.39,3.96 +49219,0.71,Very Good,G,SI2,61.3,58.0,2081.0,5.73,5.75,3.52 +25912,1.5,Premium,D,VS2,60.2,59.0,15052.0,7.48,7.36,4.47 +39245,0.51,Premium,F,SI2,62.1,56.0,1068.0,5.16,5.11,3.19 +18460,2.12,Premium,G,I1,60.0,58.0,7508.0,8.39,8.28,4.99 +33539,0.35,Ideal,E,VS1,61.6,57.0,829.0,4.5,4.53,2.78 +18856,1.03,Premium,G,VVS2,60.4,59.0,7729.0,6.58,6.56,3.97 +51125,0.7,Fair,D,SI1,66.5,55.0,2339.0,5.51,5.47,3.65 +45613,0.56,Ideal,E,SI1,61.6,56.0,1691.0,5.29,5.33,3.27 +26946,2.01,Very Good,F,SI2,62.0,54.0,17005.0,8.03,8.12,5.01 +40038,0.52,Premium,F,SI2,61.7,58.0,1111.0,5.12,5.16,3.17 +38593,0.55,Ideal,H,SI2,62.6,56.0,1037.0,5.24,5.27,3.29 +27488,1.76,Ideal,G,VS1,62.8,55.0,18178.0,7.74,7.7,4.85 +2971,0.7,Ideal,I,VS2,61.9,57.0,3298.0,5.68,5.73,3.53 +20040,0.3,Premium,H,SI1,59.3,59.0,421.0,4.36,4.38,2.59 +48134,0.9,Premium,H,I1,62.8,61.0,1939.0,6.09,6.07,3.82 +17914,1.01,Very Good,G,VVS2,62.8,58.0,7234.0,6.38,6.42,4.02 +29523,0.38,Ideal,I,VS1,61.9,54.1,703.0,4.64,4.71,2.89 +6594,1.01,Ideal,G,SI2,59.5,57.0,4079.0,6.56,6.59,3.91 +2530,0.7,Ideal,G,VVS2,60.8,56.0,3205.0,5.75,5.79,3.51 +44641,0.24,Very Good,D,VVS2,58.8,58.0,521.0,4.05,4.08,2.39 +6899,0.73,Ideal,D,VS2,60.7,57.0,4134.0,5.84,5.88,3.55 +20042,0.42,Ideal,H,SI2,61.4,56.0,625.0,4.81,4.86,2.97 +2658,0.77,Premium,E,VS2,60.5,59.0,3234.0,5.98,5.92,3.6 +49153,0.57,Premium,E,VS2,61.9,60.0,2069.0,5.35,5.31,3.3 +19235,1.5,Fair,G,SI2,64.7,55.0,7972.0,7.16,7.13,4.62 +1931,0.71,Very Good,D,VS2,61.8,55.0,3084.0,5.72,5.74,3.54 +51280,0.78,Fair,G,SI1,64.6,56.0,2359.0,5.86,5.79,3.76 +36595,0.3,Ideal,F,IF,61.1,57.0,947.0,4.35,4.39,2.67 +43662,0.56,Premium,F,SI1,60.8,58.0,1436.0,5.31,5.34,3.24 +26248,2.0,Very Good,H,SI2,63.0,59.0,15694.0,7.94,8.07,5.04 +15941,2.03,Fair,G,I1,66.3,56.0,6377.0,7.81,7.75,5.16 +47129,0.61,Very Good,E,SI1,62.1,55.0,1829.0,5.43,5.46,3.38 +31370,0.36,Ideal,G,VS1,60.6,57.0,761.0,4.58,4.62,2.79 +53327,0.72,Ideal,I,VVS1,61.3,57.0,2654.0,5.75,5.77,3.53 +2351,0.7,Ideal,E,VS2,62.2,55.0,3172.0,5.64,5.67,3.52 +29619,0.36,Ideal,J,SI1,62.3,53.0,439.0,4.59,4.62,2.87 +6758,0.9,Very Good,F,SI1,63.1,56.0,4103.0,6.17,6.12,3.88 +41297,0.34,Ideal,D,VVS1,61.5,56.0,1211.0,4.5,4.47,2.76 +40796,0.41,Very Good,F,VVS1,63.7,54.0,1169.0,4.71,4.74,3.01 +51575,0.54,Premium,F,IF,61.9,60.0,2391.0,5.26,5.21,3.24 +33518,0.32,Ideal,F,VVS2,60.4,57.0,829.0,4.46,4.47,2.7 +14838,1.2,Good,H,SI1,63.6,57.0,5975.0,6.79,6.74,4.3 +19355,0.3,Good,E,VVS2,63.0,58.0,622.0,4.27,4.34,2.71 +38220,0.43,Ideal,E,SI1,62.3,57.0,1016.0,4.82,4.78,2.99 +40504,0.41,Very Good,F,VVS1,63.3,55.0,1143.0,4.7,4.74,2.99 +31111,0.31,Very Good,F,VVS2,62.0,56.0,754.0,4.36,4.39,2.71 +20400,0.31,Ideal,H,VVS2,61.5,56.0,625.0,4.35,4.37,2.68 +27560,2.22,Ideal,I,VS2,61.3,56.0,18363.0,8.36,8.45,5.15 +24456,1.56,Ideal,E,VS2,60.5,57.0,12717.0,7.56,7.5,4.56 +43782,0.62,Ideal,F,SI2,61.3,55.0,1441.0,5.55,5.47,3.38 +14906,1.01,Premium,G,VS2,62.4,58.0,5999.0,6.38,6.41,3.99 +21507,1.54,Ideal,I,VS2,60.2,59.0,9600.0,7.52,7.57,4.54 +1750,0.71,Ideal,F,VS1,62.7,57.0,3041.0,5.66,5.7,3.56 +4598,0.9,Ideal,J,VS1,62.6,54.0,3656.0,6.15,6.18,3.86 +40790,0.31,Ideal,F,IF,61.4,56.0,1168.0,4.37,4.42,2.7 +8606,1.08,Premium,G,SI2,60.3,58.0,4442.0,6.72,6.65,4.03 +7728,0.35,Ideal,I,SI2,61.6,55.0,580.0,4.62,4.53,2.82 +16059,1.02,Premium,G,VS2,62.5,58.0,6416.0,6.46,6.41,4.02 +42018,0.52,Ideal,G,SI1,61.7,56.0,1266.0,5.18,5.22,3.21 +37831,0.33,Ideal,D,VS2,61.8,56.0,1002.0,4.48,4.45,2.76 +32987,0.38,Premium,E,SI2,61.6,57.0,812.0,4.65,4.61,2.85 +34999,0.31,Ideal,F,VVS1,61.9,53.5,882.0,4.36,4.39,2.71 +23169,1.2,Good,F,VVS1,63.6,57.0,11182.0,6.74,6.71,4.28 +37607,0.24,Very Good,D,VVS2,61.5,61.0,485.0,4.02,4.04,2.48 +27035,0.32,Ideal,F,VS2,62.5,56.0,645.0,4.37,4.4,2.74 +40230,0.4,Ideal,G,VVS1,61.2,56.0,1123.0,4.75,4.79,2.92 +40595,0.28,Ideal,H,VS1,62.0,55.0,497.0,4.21,4.24,2.62 +20581,1.13,Ideal,G,VVS2,61.5,57.0,8889.0,6.67,6.71,4.12 +52139,0.57,Very Good,E,VVS2,59.6,58.0,2469.0,5.39,5.41,3.22 +32172,0.33,Very Good,H,IF,62.9,58.0,787.0,4.38,4.43,2.77 +27662,2.09,Very Good,F,SI2,63.4,55.0,18640.0,8.18,8.11,5.16 +48018,0.5,Ideal,H,VS2,62.3,55.0,1921.0,5.09,5.12,3.18 +2288,0.9,Very Good,H,SI2,59.5,63.0,3160.0,6.26,6.31,3.74 +29963,0.36,Premium,F,SI2,60.3,59.0,446.0,4.62,4.57,2.77 +27312,1.63,Ideal,E,VS2,61.3,55.0,17825.0,7.6,7.63,4.67 +32971,0.37,Very Good,E,VS2,59.5,59.0,811.0,4.64,4.71,2.78 +35212,0.33,Ideal,I,IF,61.4,56.0,891.0,4.45,4.41,2.72 +28490,0.29,Ideal,G,VVS1,60.2,56.0,673.0,4.29,4.33,2.59 +30352,0.3,Ideal,F,VVS2,61.9,54.1,728.0,4.31,4.33,2.67 +814,0.91,Premium,J,SI1,59.5,62.0,2863.0,6.4,6.18,3.74 +21398,1.51,Very Good,E,SI2,63.1,58.0,9513.0,7.31,7.28,4.6 +18969,1.01,Ideal,G,VVS2,62.4,59.0,7806.0,6.34,6.41,3.98 +44791,0.5,Very Good,E,VS2,61.4,59.0,1624.0,5.09,5.13,3.14 +49428,0.7,Premium,F,SI2,61.9,62.0,2107.0,5.69,5.66,3.51 +7579,1.0,Very Good,F,SI2,59.9,61.0,4255.0,6.42,6.46,3.86 +30829,0.33,Ideal,I,VVS2,62.7,54.0,743.0,4.45,4.42,2.78 +22147,2.01,Fair,H,SI2,64.9,56.0,10184.0,7.88,7.81,5.09 +16172,1.14,Very Good,D,SI1,62.7,59.0,6464.0,6.64,6.67,4.17 +28122,0.3,Ideal,E,VS1,60.0,56.0,663.0,4.39,4.41,2.64 +34706,0.31,Premium,F,IF,61.6,58.0,874.0,4.33,4.37,2.68 +29289,0.31,Ideal,G,SI2,62.2,54.0,436.0,4.36,4.39,2.72 +34036,0.3,Ideal,G,VVS2,61.8,57.0,850.0,4.31,4.33,2.67 +32499,0.41,Very Good,J,VS1,63.2,59.0,797.0,4.7,4.67,2.96 +39122,0.41,Premium,G,VS2,59.7,59.0,1061.0,4.84,4.81,2.88 +44932,0.51,Very Good,D,VS2,63.2,60.0,1633.0,5.04,5.06,3.19 +203,0.7,Premium,E,SI1,60.5,58.0,2777.0,5.77,5.74,3.48 +8742,0.9,Good,E,SI1,63.9,55.0,4463.0,6.08,6.13,3.9 +36834,0.3,Ideal,E,IF,62.2,55.0,957.0,4.32,4.36,2.7 +8907,0.9,Ideal,H,SI1,62.5,56.0,4492.0,6.14,6.18,3.85 +10097,1.0,Ideal,H,SI2,61.4,60.0,4713.0,6.35,6.41,3.92 +25033,0.27,Ideal,G,VVS2,62.8,56.0,641.0,4.12,4.16,2.6 +48136,0.5,Very Good,G,VVS1,61.3,57.0,1940.0,5.15,5.07,3.13 +37541,0.39,Ideal,F,VVS2,62.0,54.0,988.0,4.7,4.72,2.92 +51972,0.33,Premium,E,SI1,59.6,60.0,545.0,4.51,4.48,2.68 +4033,0.95,Very Good,E,SI2,58.7,63.0,3527.0,6.43,6.37,3.76 +5864,0.74,Ideal,G,VVS2,61.7,55.0,3922.0,5.8,5.83,3.59 +41989,0.43,Premium,G,VVS1,60.9,58.0,1264.0,4.91,4.88,2.98 +27903,0.32,Very Good,E,VS2,61.3,57.0,656.0,4.38,4.41,2.69 +52093,0.71,Fair,F,SI1,59.8,70.0,2458.0,5.89,5.72,3.48 +25435,1.55,Ideal,F,VS2,62.6,57.0,14185.0,7.35,7.39,4.61 +8928,1.11,Ideal,J,SI1,62.4,57.0,4497.0,6.57,6.6,4.11 +45936,0.53,Very Good,G,VS1,60.2,55.0,1722.0,5.25,5.28,3.17 +10138,1.0,Good,H,VS2,63.6,61.0,4722.0,6.25,6.21,3.96 +37776,0.41,Ideal,E,VS2,61.8,56.0,999.0,4.78,4.74,2.94 +25651,1.52,Premium,F,VS2,62.3,56.0,14544.0,7.34,7.29,4.56 +28699,0.43,Premium,F,SI2,60.2,60.0,679.0,4.85,4.91,2.94 +37484,0.35,Premium,E,VS2,60.7,60.0,984.0,4.58,4.55,2.77 +48313,0.25,Ideal,F,VS2,61.7,56.0,535.0,4.04,4.07,2.5 +33979,0.41,Very Good,I,VVS1,63.1,58.0,847.0,4.68,4.74,2.97 +43984,0.28,Very Good,H,VS2,59.7,60.0,394.0,4.25,4.29,2.55 +25274,2.2,Good,H,SI2,63.6,58.0,13919.0,8.21,8.17,5.21 +10143,1.02,Ideal,H,SI1,60.0,59.0,4724.0,6.56,6.55,3.93 +31022,0.37,Good,H,VS2,63.7,55.0,749.0,4.56,4.54,2.9 +10344,1.11,Very Good,E,SI2,62.0,58.0,4769.0,6.61,6.68,4.12 +512,0.9,Good,I,SI1,63.8,57.0,2823.0,6.06,6.13,3.89 +25972,1.51,Premium,G,VVS2,60.9,58.0,15164.0,7.38,7.42,4.51 +28792,0.3,Very Good,D,VS1,59.7,58.0,681.0,4.39,4.32,2.6 +28785,0.37,Good,E,VS2,63.5,56.0,681.0,4.55,4.59,2.9 +16324,1.08,Ideal,G,VS2,62.4,55.0,6532.0,6.62,6.55,4.11 +17975,1.32,Very Good,H,SI1,62.3,57.0,7270.0,7.04,6.99,4.37 +35185,0.31,Ideal,G,IF,61.6,55.0,891.0,4.37,4.39,2.7 +47435,0.72,Ideal,J,SI1,61.7,56.0,1853.0,5.77,5.81,3.57 +45850,0.6,Ideal,I,VVS1,62.0,56.0,1715.0,5.39,5.43,3.35 +10896,1.02,Premium,H,SI1,62.9,59.0,4884.0,6.41,6.38,4.02 +28930,0.3,Very Good,G,VVS2,61.3,57.0,684.0,4.29,4.33,2.64 +41239,0.33,Premium,D,VVS1,61.8,58.0,1207.0,4.43,4.4,2.73 +44927,0.51,Ideal,G,VS1,60.2,57.0,1632.0,5.16,5.21,3.13 +14958,1.01,Ideal,G,VS2,59.7,57.0,6024.0,6.49,6.44,3.86 +10108,1.08,Premium,H,SI2,61.2,58.0,4717.0,6.62,6.58,4.04 +27525,2.03,Very Good,G,SI1,61.3,59.0,18257.0,8.08,8.11,4.96 +6217,0.99,Very Good,J,SI1,60.3,57.0,4002.0,6.44,6.49,3.9 +24502,1.64,Very Good,E,SI1,61.8,59.0,12779.0,7.51,7.55,4.65 +30037,0.39,Very Good,J,VVS1,62.5,58.0,718.0,4.61,4.67,2.9 +17668,1.01,Ideal,F,VS1,62.2,57.0,7122.0,6.38,6.48,4.0 +33023,0.3,Ideal,D,VVS2,62.0,53.0,814.0,4.33,4.35,2.69 +7048,1.03,Ideal,I,SI2,62.3,59.0,4162.0,6.39,6.45,4.0 +1669,0.72,Very Good,G,VS1,60.1,63.0,3024.0,5.86,5.82,3.51 +14265,1.01,Ideal,H,VS1,62.6,57.0,5777.0,6.37,6.4,4.0 +40917,0.42,Premium,G,VVS1,59.3,59.0,1179.0,4.9,4.92,2.91 +14705,0.3,Ideal,F,VS2,60.7,57.0,605.0,4.29,4.34,2.62 +13920,1.23,Very Good,J,VVS2,61.2,57.0,5665.0,6.86,6.92,4.22 +15667,1.01,Good,G,VS1,63.8,56.0,6283.0,6.27,6.34,4.02 +2641,0.79,Premium,E,VS2,59.4,60.0,3230.0,6.08,6.05,3.6 +31890,0.3,Ideal,G,VS1,61.8,55.0,776.0,4.33,4.31,2.67 +43195,0.56,Ideal,F,SI1,60.1,58.0,1394.0,5.36,5.39,3.23 +46089,0.53,Ideal,E,VS2,61.3,55.0,1739.0,5.22,5.25,3.21 +44374,0.43,Ideal,F,IF,60.9,57.0,1580.0,4.89,4.86,2.97 +51587,0.73,Premium,F,SI2,59.5,62.0,2393.0,5.89,5.84,3.49 +7694,1.14,Ideal,I,SI2,62.1,55.0,4276.0,6.71,6.72,4.17 +42452,0.5,Good,E,SI1,63.8,55.0,1316.0,5.04,5.09,3.23 +18889,1.61,Premium,H,SI2,61.4,62.0,7745.0,7.54,7.48,4.62 +23406,1.3,Premium,F,VS1,62.5,58.0,11392.0,6.97,6.94,4.35 +8236,1.02,Very Good,F,SI2,60.0,57.0,4373.0,6.53,6.57,3.93 +6242,0.9,Ideal,D,SI2,62.4,56.0,4007.0,6.24,6.16,3.87 +11056,0.31,Ideal,H,VVS2,61.2,56.0,596.0,4.34,4.37,2.66 +21836,1.16,Ideal,G,IF,62.3,55.0,9901.0,6.73,6.79,4.21 +1657,0.65,Ideal,E,VVS2,62.1,57.0,3023.0,5.55,5.6,3.46 +22730,1.72,Premium,H,SI2,59.8,59.0,10749.0,7.77,7.74,4.64 +7943,1.02,Very Good,F,SI2,63.0,58.0,4319.0,6.37,6.43,4.03 +5804,0.9,Very Good,G,SI2,60.8,57.0,3909.0,6.2,6.24,3.78 +15236,1.12,Premium,H,VS1,61.6,58.0,6115.0,6.64,4.11,3.7 +39396,0.41,Premium,G,VVS2,61.6,56.0,1076.0,4.78,4.76,2.94 +34884,0.31,Premium,E,VS1,62.6,60.0,879.0,4.33,4.29,2.7 +39017,0.43,Ideal,D,VS2,61.8,56.0,1056.0,4.81,4.83,2.98 +25795,1.62,Ideal,G,VS2,61.7,56.0,14777.0,7.53,7.57,4.66 +40051,0.38,Premium,E,VS2,60.5,58.0,1112.0,4.7,4.66,2.83 +27938,0.25,Ideal,F,SI1,60.1,56.0,430.0,4.11,4.13,2.48 +28594,0.3,Ideal,G,VS2,63.0,55.0,675.0,4.31,4.29,2.71 +6124,0.83,Very Good,D,VS1,61.3,57.2,3984.0,6.02,6.11,3.72 +3907,0.72,Very Good,D,VS2,62.9,58.0,3493.0,5.67,5.71,3.58 +50791,0.51,Very Good,F,IF,59.4,60.0,2304.0,5.18,5.23,3.09 +43828,0.51,Very Good,G,VS2,63.5,57.0,1443.0,5.06,5.05,3.21 +9321,1.01,Premium,H,SI1,60.5,58.0,4578.0,6.47,6.39,3.89 +27804,0.37,Premium,G,VS2,61.2,60.0,649.0,4.58,4.63,2.82 +10296,0.91,Very Good,E,VS2,62.2,60.0,4759.0,6.13,6.21,3.84 +26505,2.38,Very Good,J,VS2,62.6,59.0,16126.0,8.49,8.52,5.32 +28946,0.3,Good,G,VVS2,63.1,56.0,684.0,4.2,4.23,2.66 +32359,0.3,Premium,E,VVS2,61.4,59.0,789.0,4.32,4.34,2.66 +30624,0.3,Premium,D,SI2,60.2,60.0,447.0,4.32,4.35,2.61 +36934,0.23,Very Good,E,VVS1,62.5,54.0,478.0,3.94,3.96,2.47 +41654,0.58,Very Good,H,SI1,62.1,55.0,1239.0,5.35,5.38,3.33 +4189,0.83,Ideal,F,SI1,62.2,55.0,3560.0,6.01,6.03,3.74 +6716,0.3,Ideal,J,VVS2,62.0,54.0,413.0,4.3,4.34,2.68 +17735,1.51,Very Good,I,SI2,62.9,58.0,7139.0,7.24,7.3,4.57 +51445,0.77,Premium,I,VS2,60.3,58.0,2375.0,5.96,5.94,3.59 +1938,0.9,Good,E,SI2,64.1,57.0,3084.0,6.09,6.07,3.9 +14325,1.11,Premium,E,SI1,61.3,58.0,5802.0,6.61,6.66,4.07 +15434,1.03,Ideal,F,SI1,62.4,57.0,6178.0,6.48,6.44,4.03 +45841,0.6,Very Good,F,SI1,62.1,57.4,1715.0,5.39,5.45,3.35 +30619,0.34,Premium,I,SI1,62.7,58.0,447.0,4.4,4.43,2.77 +45818,0.56,Ideal,G,VS1,61.8,55.0,1712.0,5.28,5.37,3.29 +38545,0.34,Ideal,D,VS2,62.5,57.0,1033.0,4.47,4.4,2.77 +29745,0.32,Ideal,H,VVS1,62.0,54.0,708.0,4.39,4.42,2.73 +22033,0.34,Ideal,H,SI1,60.7,56.0,628.0,4.58,4.52,2.76 +7413,0.91,Very Good,H,VS1,63.4,56.0,4224.0,6.18,6.12,3.9 +43241,0.52,Premium,D,SI1,59.7,60.0,1399.0,5.26,5.19,3.12 +47585,0.57,Ideal,G,VS1,60.3,57.0,1876.0,5.4,5.42,3.26 +53536,0.9,Good,J,VS2,64.1,56.0,2691.0,6.12,6.08,3.91 +21086,1.1,Very Good,G,VVS1,61.4,60.0,9257.0,6.59,6.67,4.07 +32216,0.31,Ideal,G,VVS1,62.0,54.0,789.0,4.38,4.39,2.72 +36687,0.39,Premium,E,VS2,61.3,61.0,951.0,4.7,4.66,2.87 +29321,0.31,Ideal,H,VS1,61.6,56.0,698.0,4.36,4.34,2.68 +33181,0.41,Very Good,E,SI2,63.2,58.0,818.0,4.72,4.68,2.97 +24071,1.6,Premium,H,VS1,60.0,59.0,12210.0,7.61,7.58,4.56 +27301,2.21,Very Good,I,SI1,62.9,59.0,17784.0,8.3,8.34,5.23 +25229,1.51,Ideal,G,VS2,62.3,54.0,13828.0,7.35,7.33,4.57 +11651,1.01,Very Good,D,SI1,58.1,61.0,5055.0,6.59,6.66,3.85 +24666,2.0,Premium,G,SI2,60.8,55.0,13007.0,8.09,7.95,4.88 +19656,1.01,Premium,D,VS1,62.4,58.0,8265.0,6.38,6.41,3.99 +50347,0.58,Ideal,G,VVS2,61.9,57.0,2245.0,5.36,5.33,3.31 +13369,0.24,Very Good,E,VS1,62.4,59.0,419.0,3.94,3.98,2.47 +32384,0.3,Ideal,D,VS2,62.3,56.0,790.0,4.31,4.29,2.68 +34026,0.44,Very Good,D,SI1,62.9,58.0,849.0,4.82,4.85,3.04 +16377,0.28,Very Good,E,VVS2,58.7,60.0,608.0,4.31,4.34,2.54 +2336,0.74,Ideal,F,VS1,62.3,56.0,3170.0,5.79,5.76,3.6 +44653,0.35,Good,G,SI1,63.8,54.0,522.0,4.46,4.48,2.85 +27406,2.54,Very Good,I,SI2,62.4,60.0,17996.0,8.58,8.73,5.4 +40299,0.4,Ideal,G,VS1,61.3,55.0,1125.0,4.78,4.75,2.92 +22686,0.4,Ideal,E,SI2,62.1,53.0,629.0,4.75,4.78,2.96 +23038,0.33,Premium,D,SI2,59.5,59.0,631.0,4.5,4.48,2.67 +19803,1.0,Ideal,G,VVS1,61.9,57.0,8366.0,6.43,6.39,3.97 +40396,0.5,Very Good,G,SI1,59.3,58.0,1133.0,5.19,5.24,3.09 +53771,0.75,Ideal,D,SI2,60.3,57.0,2726.0,5.85,5.89,3.54 +17169,1.06,Ideal,D,VS2,62.5,54.0,6856.0,6.53,6.6,4.1 +23259,1.51,Fair,H,VS1,58.0,67.0,11263.0,7.63,7.57,4.41 +44888,0.5,Ideal,E,VS2,61.4,56.0,1629.0,5.12,5.08,3.13 +10880,1.21,Ideal,J,VS2,62.2,57.0,4879.0,6.78,6.82,4.23 +51962,0.3,Ideal,G,VS2,61.6,57.0,545.0,4.3,4.33,2.66 +6253,1.17,Good,G,SI2,63.6,62.0,4010.0,6.65,6.55,4.2 +44583,0.53,Ideal,G,VS1,61.6,57.0,1607.0,5.21,5.24,3.22 +7910,1.07,Premium,I,SI1,60.7,61.0,4314.0,6.6,6.55,3.99 +47663,0.23,Very Good,E,VVS2,61.8,58.0,530.0,3.92,3.94,2.43 +30035,0.35,Ideal,E,VS1,61.5,57.0,718.0,4.52,4.55,2.79 +48556,0.67,Good,G,VS2,63.8,60.0,1990.0,5.5,5.47,3.5 +50147,0.73,Ideal,I,SI1,62.0,57.0,2215.0,5.74,5.77,3.56 +47656,0.34,Ideal,D,I1,61.4,55.0,530.0,4.52,4.5,2.77 +52264,0.7,Ideal,I,VS1,61.5,56.0,2490.0,5.73,5.76,3.53 +21343,1.21,Very Good,G,VVS2,60.4,56.0,9484.0,6.88,6.92,4.17 +52365,0.73,Very Good,F,VS2,58.9,60.0,2503.0,5.9,5.81,3.45 +53706,0.6,Ideal,F,VVS2,61.0,57.0,2718.0,5.43,5.46,3.32 +6928,1.05,Premium,E,SI2,61.5,59.0,4139.0,6.52,6.58,4.03 +6680,1.03,Very Good,H,SI2,60.9,57.0,4101.0,6.5,6.58,3.98 +22993,1.7,Premium,G,SI2,62.0,57.0,11043.0,7.72,7.63,4.76 +34400,0.34,Ideal,H,IF,61.6,54.0,863.0,4.49,4.53,2.78 +9266,0.92,Premium,E,SI1,59.8,59.0,4562.0,6.33,6.37,3.8 +47162,0.51,Premium,G,VS1,59.6,58.0,1833.0,5.22,5.21,3.11 +31596,0.2,Ideal,E,VS2,59.7,55.0,367.0,3.86,3.84,2.3 +9527,0.9,Very Good,H,VVS2,61.8,60.0,4617.0,6.11,6.15,3.79 +8871,1.04,Ideal,I,SI1,62.2,56.0,4484.0,6.51,6.47,4.04 +25987,1.09,Ideal,E,IF,60.1,58.0,15193.0,6.68,6.72,4.03 +53696,0.75,Good,E,VS2,59.7,65.0,2717.0,5.85,5.8,3.48 +11555,1.14,Very Good,F,SI2,59.2,63.0,5033.0,6.78,6.86,4.04 +453,0.71,Ideal,I,VVS2,60.2,56.0,2817.0,5.84,5.89,3.53 +30822,0.33,Very Good,E,SI1,63.4,55.0,743.0,4.4,4.37,2.78 +45567,0.52,Ideal,E,VS2,59.5,57.0,1689.0,5.25,5.27,3.13 +24586,1.15,Very Good,E,IF,59.2,57.0,12895.0,6.78,6.86,4.04 +34464,0.31,Ideal,E,VVS1,61.3,56.0,865.0,4.38,4.4,2.69 +7531,1.01,Good,F,SI2,63.7,59.0,4242.0,6.38,6.28,4.03 +17901,1.09,Ideal,G,VS2,60.6,57.0,7227.0,6.68,6.73,4.06 +17107,1.74,Premium,F,I1,59.9,58.0,6821.0,7.88,7.82,4.7 +27975,0.3,Ideal,E,VS2,61.3,57.0,658.0,4.29,4.33,2.64 +2483,0.9,Good,H,SI2,63.6,60.0,3193.0,6.11,6.06,3.87 +31186,0.32,Premium,D,SI1,63.0,58.0,756.0,4.4,4.36,2.76 +40224,0.4,Very Good,D,VS1,62.9,56.0,1123.0,4.67,4.71,2.95 +45805,0.5,Premium,F,VS1,62.0,58.0,1710.0,5.03,5.1,3.14 +21491,1.5,Ideal,I,VS2,62.6,57.0,9586.0,7.26,7.31,4.56 +44438,0.51,Premium,E,VS2,62.5,60.0,1590.0,5.08,5.1,3.18 +34233,0.4,Very Good,E,SI2,63.2,57.0,855.0,4.68,4.66,2.95 +8289,0.74,Ideal,F,IF,61.9,55.0,4383.0,5.79,5.84,3.6 +36062,0.31,Premium,E,VVS1,61.5,58.0,924.0,4.35,4.37,2.68 +43362,0.61,Good,E,SI2,63.1,56.0,1408.0,5.4,5.44,3.42 +14672,1.21,Premium,E,SI2,61.7,59.0,5920.0,6.83,6.78,4.2 +40998,0.5,Very Good,H,SI1,63.1,59.0,1181.0,5.02,4.96,3.15 +13429,1.01,Premium,E,SI1,62.8,59.0,5515.0,6.45,6.41,4.04 +988,0.79,Ideal,D,SI1,61.5,56.0,2896.0,5.91,5.96,3.65 +31100,0.3,Ideal,G,VVS1,62.6,55.0,753.0,4.27,4.32,2.69 +27162,2.5,Fair,F,SI2,65.8,58.0,17405.0,8.38,8.31,5.49 +1742,0.76,Ideal,H,VS2,61.4,57.0,3038.0,5.85,5.88,3.6 +25935,2.03,Premium,I,SI1,59.9,58.0,15095.0,8.23,8.21,4.92 +2733,0.91,Ideal,F,SI2,61.1,55.0,3246.0,6.24,6.19,3.8 +11167,1.07,Very Good,G,SI1,63.1,59.0,4949.0,6.49,6.45,4.08 +32597,0.3,Ideal,F,VVS1,62.1,55.0,802.0,4.31,4.35,2.69 +41930,0.4,Ideal,F,VVS1,61.3,55.0,1263.0,4.75,4.78,2.92 +52773,0.8,Ideal,F,SI2,61.8,56.0,2564.0,5.97,6.0,3.7 +19024,0.27,Ideal,E,VVS2,61.5,57.0,620.0,4.14,4.18,2.56 +47384,0.54,Premium,G,VS1,61.6,56.0,1847.0,5.26,5.23,3.23 +28073,0.3,Premium,D,VS1,60.7,58.0,661.0,4.34,4.36,2.64 +7324,0.81,Premium,D,VS1,62.3,58.0,4209.0,6.0,5.94,3.72 +28204,0.4,Premium,D,SI2,62.2,58.0,666.0,4.71,4.75,2.94 +47805,0.72,Ideal,H,SI2,60.9,56.0,1901.0,5.87,5.78,3.55 +1684,0.72,Premium,G,VS1,58.9,58.0,3032.0,5.93,5.85,3.47 +47893,0.54,Ideal,D,VS2,61.9,55.0,1913.0,5.24,5.23,3.24 +51310,0.31,Good,E,SI1,63.4,55.0,544.0,4.32,4.35,2.75 +20852,2.25,Ideal,E,I1,61.4,54.0,9072.0,8.52,8.46,5.21 +21840,1.6,Ideal,I,SI1,62.4,56.0,9901.0,7.52,7.48,4.68 +52966,0.24,Ideal,F,VVS2,60.7,56.0,552.0,3.98,4.03,2.43 +36869,0.42,Premium,E,VS2,61.0,60.0,958.0,4.82,4.85,2.95 +26597,2.04,Very Good,H,SI2,60.0,60.0,16319.0,8.21,8.17,4.91 +115,0.73,Ideal,F,VS2,62.6,56.0,2762.0,5.77,5.74,3.6 +38858,0.4,Premium,G,VVS2,62.0,58.0,1050.0,4.74,4.68,2.92 +43481,0.7,Fair,G,SI2,69.3,60.0,1420.0,5.41,5.35,3.72 +21303,1.15,Ideal,G,VVS2,61.8,56.0,9457.0,6.72,6.75,4.16 +6980,1.18,Ideal,E,I1,61.6,56.0,4153.0,6.79,6.82,4.19 +52343,0.72,Ideal,I,VS1,61.4,58.0,2498.0,5.73,5.77,3.53 +23316,1.5,Premium,H,VS2,61.8,59.0,11360.0,7.3,7.35,4.53 +51521,0.72,Ideal,F,SI1,60.9,53.0,2385.0,5.83,5.79,3.54 +23546,1.5,Ideal,H,VS1,61.0,56.8,11557.0,7.36,7.4,4.5 +12235,1.02,Premium,D,SI2,59.7,60.0,5198.0,6.58,6.55,3.92 +25964,2.01,Premium,G,SI2,62.3,60.0,15147.0,8.04,7.97,4.99 +41275,0.28,Ideal,I,VS1,62.0,56.0,503.0,4.2,4.24,2.62 +46767,0.5,Premium,E,VS1,60.4,60.0,1801.0,5.16,5.1,3.1 +14287,1.06,Very Good,H,VS2,62.5,57.0,5783.0,6.47,6.49,4.05 +38759,0.5,Very Good,E,SI2,60.8,61.0,1046.0,5.08,5.09,3.09 +31736,0.31,Ideal,H,IF,62.0,56.0,772.0,4.36,4.39,2.71 +23926,1.74,Premium,D,SI2,61.9,58.0,12052.0,7.73,7.67,4.77 +2766,0.9,Ideal,I,SI1,62.3,56.0,3251.0,6.18,6.12,3.83 +22243,1.21,Ideal,G,VVS1,61.0,57.0,10295.0,6.87,6.93,4.21 +34673,0.41,Very Good,H,VVS2,62.4,54.0,873.0,4.75,4.77,2.97 +34817,0.36,Ideal,E,VS2,61.7,57.0,878.0,4.59,4.55,2.82 +41045,0.54,Ideal,G,SI1,61.7,55.0,1187.0,5.24,5.27,3.24 +28502,0.4,Ideal,E,SI1,62.2,54.0,673.0,4.74,4.78,2.96 +30123,0.32,Ideal,G,VS2,62.5,56.0,720.0,4.42,4.38,2.75 +9701,0.32,Very Good,D,SI1,63.0,58.0,589.0,4.36,4.4,2.76 +593,0.7,Ideal,E,VS1,61.8,56.0,2837.0,5.74,5.69,3.53 +10740,0.33,Premium,E,SI2,60.0,59.0,594.0,4.49,4.47,2.69 +12186,1.21,Ideal,I,SI2,60.6,56.0,5184.0,6.94,6.92,4.2 +40828,0.5,Very Good,G,SI1,60.8,63.0,1171.0,5.08,5.11,3.1 +19936,1.02,Ideal,G,VVS1,62.6,56.0,8485.0,6.39,6.42,4.01 +21488,1.22,Premium,D,VS2,62.0,60.0,9581.0,6.74,6.79,4.22 +42156,0.59,Very Good,H,SI1,62.8,56.0,1283.0,5.35,5.38,3.37 +18064,1.01,Good,E,VVS2,64.2,57.0,7293.0,6.3,6.34,4.06 +44475,0.52,Ideal,G,VS2,60.8,57.0,1595.0,5.19,5.21,3.16 +42855,0.41,Premium,D,VVS2,61.2,62.0,1356.0,4.82,4.78,2.94 +861,0.9,Premium,J,SI1,62.8,59.0,2871.0,6.13,6.03,3.82 +8706,0.28,Very Good,G,VVS1,60.7,56.0,586.0,4.27,4.29,2.6 +15230,1.0,Very Good,D,VS2,63.4,57.0,6115.0,6.36,6.32,4.02 +48072,0.57,Ideal,H,VVS1,61.8,55.0,1929.0,5.33,5.38,3.31 +29231,0.32,Very Good,F,VS1,61.3,55.0,696.0,4.41,4.44,2.71 +15465,1.2,Very Good,I,VS1,62.6,59.0,6192.0,6.69,6.73,4.2 +30449,0.3,Ideal,E,VVS2,61.5,55.0,731.0,4.33,4.35,2.67 +13742,1.22,Ideal,I,SI1,60.8,57.0,5602.0,6.95,6.89,4.21 +16964,1.0,Good,E,VS2,63.1,56.0,6776.0,6.37,6.41,4.03 +22831,1.51,Ideal,H,VS2,61.4,58.0,10861.0,7.36,7.42,4.54 +8400,0.3,Very Good,E,VS2,61.6,61.0,585.0,4.26,4.31,2.64 +3708,0.7,Premium,G,VVS2,59.3,54.0,3450.0,5.89,5.78,3.46 +34084,0.36,Ideal,D,VS2,61.1,57.0,852.0,4.58,4.62,2.81 +28807,0.31,Ideal,E,VS1,60.5,60.0,682.0,4.37,4.39,2.65 +29525,0.38,Ideal,I,VS1,61.7,55.4,703.0,4.67,4.7,2.89 +21292,1.52,Ideal,H,SI1,61.3,57.0,9448.0,7.38,7.32,4.51 +37267,0.34,Ideal,D,SI2,61.4,56.0,481.0,4.5,4.55,2.78 +53489,0.53,Ideal,F,IF,61.3,57.0,2682.0,5.21,5.19,3.19 +44492,0.55,Ideal,F,SI1,61.7,56.4,1598.0,5.26,5.3,3.25 +11114,1.02,Fair,H,SI1,56.9,58.0,4935.0,6.64,6.75,3.81 +46471,0.58,Ideal,F,SI2,60.9,56.0,1776.0,5.42,5.39,3.29 +28294,0.3,Ideal,G,SI1,62.3,56.0,432.0,4.29,4.32,2.68 +53725,0.71,Ideal,I,SI1,61.5,55.0,2721.0,5.76,5.79,3.55 +13289,1.0,Premium,D,SI1,62.1,61.0,5488.0,6.32,6.3,3.92 +16923,1.27,Premium,H,VS2,62.6,59.0,6755.0,6.83,6.93,4.31 +29741,0.32,Ideal,H,VVS1,61.2,56.0,708.0,4.44,4.48,2.73 +29964,0.31,Very Good,H,SI1,62.4,60.0,446.0,4.32,4.34,2.7 +34165,0.33,Ideal,G,VS1,61.4,55.0,854.0,4.48,4.44,2.74 +14580,1.27,Ideal,J,VS1,61.4,59.0,5885.0,6.95,6.97,4.27 +34565,0.38,Very Good,F,VS1,60.2,58.0,871.0,4.71,4.73,2.84 +9756,1.13,Very Good,H,SI2,62.7,55.0,4661.0,6.61,6.69,4.17 +903,0.72,Very Good,H,VS1,62.2,54.0,2877.0,5.74,5.76,3.57 +19662,1.39,Ideal,I,VVS2,61.6,53.0,8271.0,7.21,7.22,4.44 +7501,0.91,Ideal,G,SI1,62.1,57.0,4240.0,6.2,6.23,3.86 +6290,0.97,Good,H,SI1,62.1,60.0,4020.0,6.24,6.29,3.89 +45481,0.51,Very Good,D,VS2,62.2,57.0,1678.0,5.11,5.14,3.19 +43869,0.53,Ideal,H,VS1,62.3,54.0,1449.0,5.18,5.22,3.24 +2107,0.9,Good,F,SI2,63.2,59.0,3116.0,6.06,6.13,3.85 +33910,0.3,Premium,E,VS2,61.8,58.0,844.0,4.28,4.26,2.64 +46638,0.3,Good,E,SI1,63.7,58.0,526.0,4.24,4.27,2.71 +50066,0.61,Ideal,D,VS2,62.0,56.0,2202.0,5.43,5.48,3.38 +53830,0.73,Ideal,F,SI1,62.6,55.0,2737.0,5.75,5.78,3.61 +4094,1.02,Very Good,J,SI2,62.6,60.0,3534.0,6.39,6.42,4.01 +11089,1.15,Ideal,G,SI2,62.3,56.0,4927.0,6.75,6.67,4.18 +30192,0.42,Very Good,E,SI1,61.5,61.0,722.0,4.82,4.87,2.98 +21174,1.53,Very Good,H,SI1,60.4,60.0,9332.0,7.39,7.44,4.48 +9582,1.08,Ideal,G,SI2,61.9,57.0,4627.0,6.57,6.55,4.06 +13099,1.21,Premium,I,SI1,62.1,56.0,5421.0,6.92,6.76,4.25 +4618,0.9,Premium,I,VS2,60.1,59.0,3663.0,6.37,6.25,3.79 +12706,0.26,Premium,E,VVS1,61.7,59.0,599.0,4.1,4.14,2.54 +42312,0.41,Ideal,F,VVS1,60.3,56.0,1295.0,4.8,4.85,2.91 +9824,1.01,Premium,D,SI2,62.8,59.0,4672.0,6.44,6.34,4.01 +47575,0.51,Ideal,G,VVS2,61.2,55.0,1875.0,5.15,5.18,3.16 +30188,0.4,Fair,G,VS2,64.6,55.0,722.0,4.62,4.64,2.99 +5549,1.02,Premium,I,SI2,62.0,59.0,3856.0,6.45,6.42,3.99 +45832,0.61,Ideal,I,VVS1,62.5,54.0,1713.0,5.43,5.49,3.41 +30953,0.32,Very Good,H,SI1,61.9,58.0,449.0,4.34,4.38,2.7 +47200,0.5,Ideal,G,VVS2,61.2,56.0,1838.0,5.1,5.13,3.13 +18804,1.51,Ideal,H,SI1,61.3,57.0,7695.0,7.41,7.34,4.52 +2204,0.73,Ideal,D,SI1,62.4,53.0,3140.0,5.82,5.79,3.62 +45868,0.51,Ideal,D,VS2,62.9,56.0,1716.0,5.1,5.07,3.2 +35543,0.46,Ideal,I,VS1,62.2,54.0,906.0,4.95,4.99,3.09 +37800,0.53,Ideal,H,SI2,61.5,56.0,1000.0,5.21,5.23,3.21 +19756,1.08,Ideal,F,VS1,62.1,53.0,8321.0,6.6,6.64,4.11 +8362,1.01,Good,E,SI1,64.1,62.0,4399.0,6.19,6.26,3.99 +27266,2.52,Very Good,G,SI2,63.2,58.0,17689.0,8.65,8.61,5.45 +26706,0.32,Premium,F,VS2,61.7,58.0,645.0,4.38,4.41,2.71 +27971,0.3,Premium,E,VS2,62.0,59.0,658.0,4.27,4.31,2.66 +13107,1.02,Ideal,D,SI2,61.7,58.0,5426.0,6.41,6.49,3.98 +44840,0.56,Ideal,E,VS2,61.6,57.0,1625.0,5.3,5.32,3.27 +13669,1.19,Very Good,H,SI1,62.7,61.0,5595.0,6.66,6.73,4.2 +8472,1.01,Premium,F,SI2,62.2,59.0,4416.0,6.41,6.45,4.0 +25573,2.05,Premium,J,VS1,60.1,58.0,14411.0,8.19,8.25,4.94 +46305,0.3,Ideal,G,VS2,61.7,56.0,526.0,4.31,4.35,2.67 +16601,1.01,Very Good,D,SI1,62.1,59.0,6630.0,6.37,6.41,3.97 +24956,1.5,Ideal,G,VS2,61.4,59.0,13428.0,7.37,7.32,4.5 +15601,1.01,Very Good,G,VVS2,61.9,58.0,6257.0,6.38,6.48,3.98 +10668,0.9,Ideal,F,VS2,62.0,56.0,4838.0,6.23,6.15,3.84 +37659,0.42,Premium,F,SI1,60.8,58.0,992.0,4.87,4.83,2.95 +41359,0.53,Very Good,G,SI1,61.0,55.0,1219.0,5.21,5.32,3.21 +4339,1.5,Premium,H,I1,61.1,59.0,3599.0,7.37,7.26,4.47 +11667,1.01,Good,I,VS1,59.0,63.5,5056.0,6.5,6.57,3.86 +43758,0.41,Premium,F,IF,62.6,58.0,1439.0,4.73,4.76,2.97 +44713,0.5,Ideal,E,VS2,61.4,55.0,1614.0,5.13,5.16,3.16 +37079,0.41,Ideal,F,SI1,62.7,57.0,969.0,4.74,4.7,2.96 +2986,0.7,Ideal,G,VS1,60.8,56.0,3300.0,5.73,5.8,3.51 +53585,0.92,Premium,D,I1,63.0,58.0,2698.0,6.18,6.13,3.88 +1612,0.72,Ideal,G,VS2,61.7,56.0,3012.0,5.74,5.78,3.55 +40515,0.5,Good,F,SI1,57.9,62.0,1145.0,5.18,5.21,3.01 +34532,0.33,Ideal,G,VVS1,62.2,57.0,868.0,4.41,4.46,2.76 +49407,0.75,Very Good,H,SI2,60.4,60.0,2106.0,5.89,5.93,3.57 +28954,0.31,Very Good,H,SI1,62.9,56.0,435.0,4.27,4.31,2.7 +35567,0.35,Ideal,F,VS2,61.4,54.0,906.0,4.58,4.54,2.8 +33760,0.4,Very Good,G,SI1,63.1,56.0,840.0,4.75,4.72,2.99 +16609,1.55,Premium,J,SI2,62.6,60.0,6635.0,7.36,7.3,4.59 +238,0.76,Ideal,I,VVS2,61.8,56.0,2788.0,5.85,5.87,3.62 +41990,0.43,Ideal,G,VVS1,61.4,55.0,1264.0,4.91,4.86,3.0 +20641,1.34,Ideal,D,SI1,62.2,57.0,8930.0,7.07,6.95,4.36 +30353,0.32,Ideal,F,VVS2,61.4,57.0,728.0,4.41,4.45,2.72 +20133,1.55,Premium,J,VS1,62.6,59.0,8593.0,7.35,7.4,4.62 +11051,0.28,Very Good,F,VVS2,61.8,60.0,596.0,4.16,4.19,2.58 +28599,0.3,Very Good,G,VS2,63.5,54.0,675.0,4.28,4.25,2.71 +52489,0.73,Very Good,E,SI1,63.3,60.0,2523.0,5.65,5.7,3.59 +17522,1.04,Very Good,G,VS1,61.8,58.0,7049.0,6.5,6.55,4.03 +37505,0.41,Premium,H,SI1,61.8,59.0,984.0,4.81,4.77,2.96 +35385,0.41,Premium,G,VS1,60.2,59.0,899.0,4.79,4.84,2.9 +33283,0.31,Good,D,SI2,63.7,58.0,462.0,4.27,4.3,2.73 +21686,1.05,Ideal,F,VVS1,62.7,57.0,9784.0,6.5,6.41,4.05 +2708,0.39,Very Good,H,SI2,62.4,59.0,562.0,4.58,4.65,2.88 +11873,1.2,Ideal,I,SI1,62.5,57.0,5107.0,6.77,6.71,4.21 +35636,0.26,Ideal,H,SI1,60.5,58.0,474.0,4.16,4.17,2.52 +17262,1.02,Very Good,D,VS2,63.4,54.0,6909.0,6.38,6.33,4.03 +23572,1.51,Ideal,H,VS1,62.6,56.0,11580.0,7.28,7.32,4.57 +42677,0.49,Very Good,D,VS2,64.0,53.0,1336.0,4.94,4.99,3.18 +26609,2.54,Very Good,H,SI2,63.5,56.0,16353.0,8.68,8.65,5.5 +20670,1.06,Ideal,F,VVS2,62.1,57.0,8954.0,6.5,6.54,4.05 +2226,0.7,Ideal,G,SI1,61.6,55.0,3145.0,5.71,5.76,3.53 +9890,1.02,Ideal,F,SI2,61.6,56.0,4684.0,6.52,6.49,4.01 +48349,0.74,Premium,H,SI2,60.9,61.0,1962.0,5.84,5.75,3.53 +14194,1.35,Premium,E,SI2,61.5,58.0,5758.0,7.11,7.06,4.36 +12109,1.01,Premium,H,VS2,61.6,59.0,5166.0,6.45,6.47,3.98 +26919,2.04,Premium,I,SI1,62.2,57.0,16942.0,8.14,8.07,5.04 +44282,0.53,Ideal,G,VS2,61.2,56.0,1577.0,5.19,5.22,3.19 +36794,0.34,Premium,E,VS2,61.1,60.0,956.0,4.48,4.45,2.73 +50030,0.62,Ideal,H,VVS1,61.1,56.0,2197.0,5.48,5.52,3.36 +392,0.32,Premium,I,SI1,62.8,58.0,554.0,4.39,4.34,2.74 +46554,0.51,Premium,E,VS2,61.9,59.0,1781.0,5.11,5.06,3.15 +51838,0.72,Very Good,G,VS1,63.5,55.0,2422.0,5.75,5.68,3.63 +171,0.75,Ideal,D,SI2,61.3,56.0,2773.0,5.85,5.89,3.6 +15692,0.29,Ideal,G,VVS2,60.7,54.0,607.0,4.33,4.37,2.64 +5928,0.92,Ideal,E,SI2,62.1,53.0,3941.0,6.25,6.22,3.87 +26262,1.58,Ideal,E,VS2,62.7,56.0,15721.0,7.55,7.45,4.7 +16909,1.23,Premium,G,SI1,62.4,55.0,6750.0,6.89,6.83,4.28 +47895,0.57,Very Good,H,VVS1,59.6,58.0,1914.0,5.4,5.43,3.23 +50039,0.71,Fair,F,SI1,57.0,68.0,2198.0,6.05,5.87,3.4 +34864,0.3,Premium,G,VVS2,61.9,59.0,878.0,4.28,4.25,2.64 +15226,1.18,Ideal,G,SI1,62.5,55.0,6112.0,6.77,6.74,4.22 +12624,1.04,Premium,D,SI2,62.4,56.0,5292.0,6.5,6.45,4.04 +10554,1.02,Very Good,E,SI1,60.5,63.0,4813.0,6.48,6.54,3.94 +18289,1.01,Ideal,E,VS1,61.6,57.0,7430.0,6.41,6.45,3.96 +25979,1.54,Premium,E,VS2,62.7,58.0,15178.0,7.33,7.37,4.61 +2653,0.7,Ideal,G,VVS2,59.9,58.0,3234.0,5.78,5.8,3.47 +26247,2.06,Ideal,I,VS2,59.2,57.0,15691.0,8.39,8.29,4.94 +29446,0.41,Very Good,F,SI1,62.5,58.0,702.0,4.74,4.77,2.97 +23913,1.02,Ideal,E,IF,62.2,56.0,12030.0,6.44,6.38,3.99 +5668,1.09,Ideal,F,SI2,61.6,54.0,3882.0,6.69,6.62,4.1 +11889,1.01,Very Good,G,SI1,63.2,59.0,5113.0,6.36,6.32,4.01 +50097,0.62,Ideal,I,VVS1,61.1,55.0,2207.0,5.52,5.57,3.39 +14598,1.06,Premium,H,VS2,62.6,58.0,5889.0,6.54,6.49,4.08 +47948,0.81,Premium,J,SI1,61.4,60.0,1917.0,5.98,5.94,3.66 +21104,1.3,Ideal,D,SI1,62.2,56.0,9275.0,6.98,6.94,4.33 +27098,2.01,Premium,H,SI1,62.3,58.0,17235.0,8.04,7.99,4.99 +20766,1.21,Premium,G,VVS1,60.1,61.0,9003.0,6.92,6.85,4.14 +38953,0.31,Good,H,VS2,63.1,58.0,489.0,4.31,4.34,2.73 +45959,0.56,Ideal,D,SI1,61.4,57.0,1723.0,5.31,5.34,3.27 +8972,1.0,Good,F,SI1,63.6,62.0,4504.0,6.24,6.3,3.99 +4098,0.84,Very Good,G,VS2,62.0,56.0,3535.0,6.07,6.09,3.77 +19295,1.67,Good,J,SI1,58.8,61.0,8013.0,7.71,7.73,4.54 +48753,0.5,Ideal,F,VVS2,59.9,58.0,2016.0,5.14,5.17,3.09 +35470,0.31,Ideal,F,IF,60.7,56.0,901.0,4.42,4.45,2.69 +20016,0.3,Very Good,H,SI1,62.9,58.0,421.0,4.22,4.24,2.66 +5043,0.4,Ideal,G,SI2,62.6,54.0,573.0,4.73,4.76,2.97 +43308,0.6,Very Good,H,SI1,63.1,60.0,1402.0,5.3,5.35,3.36 +39707,0.46,Good,I,VVS1,63.5,57.0,1089.0,4.85,4.91,3.1 +50013,0.62,Premium,E,VS1,62.2,58.0,2196.0,5.41,5.46,3.38 +33984,0.42,Premium,H,VS1,61.2,60.0,847.0,4.77,4.84,2.94 +383,0.75,Very Good,F,SI1,63.4,58.0,2811.0,5.72,5.76,3.64 +641,0.7,Premium,F,VS2,58.7,61.0,2842.0,5.8,5.72,3.38 +41936,0.4,Very Good,F,VVS1,61.9,57.0,1263.0,4.69,4.71,2.91 +2866,0.72,Ideal,E,VS1,62.6,55.0,3275.0,5.7,5.73,3.58 +14869,1.01,Premium,F,VS2,62.1,60.0,5988.0,6.36,6.43,3.97 +26377,1.5,Premium,F,VS1,62.2,60.0,15851.0,7.3,7.27,4.53 +21132,1.22,Premium,E,VS2,62.2,55.0,9292.0,6.91,6.85,4.28 +12011,1.13,Ideal,I,SI1,61.9,57.0,5149.0,6.68,6.66,4.13 +41883,0.57,Ideal,I,VS2,61.6,54.0,1258.0,5.35,5.4,3.31 +29827,0.3,Very Good,G,VVS1,63.2,55.0,710.0,4.28,4.3,2.71 +3585,0.81,Ideal,I,VS1,61.8,56.0,3422.0,5.97,6.0,3.7 +9109,1.04,Ideal,E,SI1,62.0,57.0,4530.0,6.47,6.5,4.02 +41688,0.5,Premium,E,SI2,59.5,59.0,1240.0,5.19,5.16,3.08 +39919,0.41,Ideal,D,VS1,62.4,56.0,1105.0,4.75,4.8,2.98 +35515,0.35,Ideal,E,VVS1,61.9,56.0,905.0,4.53,4.55,2.81 +45700,0.58,Ideal,E,VS2,60.9,59.0,1698.0,5.36,5.44,3.29 +17316,1.1,Ideal,G,VS2,60.9,56.0,6939.0,6.68,6.79,4.1 +19501,1.01,Ideal,F,VS1,62.1,54.0,8133.0,6.42,6.44,3.99 +29479,0.4,Premium,G,SI1,61.4,60.0,702.0,4.67,4.71,2.88 +14934,1.0,Very Good,F,VS2,61.6,56.0,6013.0,6.42,6.47,3.97 +28422,0.3,Very Good,D,VS2,62.5,57.0,670.0,4.26,4.28,2.67 +21729,1.13,Ideal,E,VS2,61.7,57.0,9796.0,6.67,6.71,4.13 +12807,1.01,Very Good,E,SI2,60.2,60.0,5340.0,6.46,6.5,3.9 +34091,0.41,Premium,E,SI1,58.8,62.0,852.0,4.87,4.85,2.86 +34778,0.41,Premium,D,SI2,62.3,58.0,876.0,4.77,4.73,2.96 +39898,0.42,Ideal,D,VS2,61.4,56.0,1103.0,4.84,4.8,2.96 +7835,1.01,Very Good,F,SI2,63.3,57.0,4299.0,6.39,6.37,4.04 +21408,1.02,Ideal,F,VVS2,61.1,56.3,9521.0,6.48,6.52,3.97 +30228,0.33,Ideal,E,VS2,62.6,57.0,723.0,4.37,4.42,2.75 +52805,0.71,Premium,F,VS2,61.0,59.0,2571.0,5.72,5.69,3.48 +17137,1.06,Premium,E,VS2,62.3,58.0,6838.0,6.52,6.49,4.05 +25141,2.22,Ideal,J,SI2,62.8,57.0,13703.0,8.33,8.29,5.22 +30902,0.31,Ideal,F,VS1,62.4,55.0,744.0,4.37,4.35,2.72 +53177,0.71,Very Good,E,VS2,58.5,57.0,2630.0,5.87,5.9,3.44 +48327,0.24,Ideal,F,VS1,62.0,56.0,536.0,3.99,3.94,2.46 +42828,0.51,Ideal,E,SI1,60.9,54.0,1355.0,5.17,5.21,3.16 +44690,0.53,Very Good,E,VS2,60.1,60.0,1612.0,5.21,5.28,3.15 +21050,0.31,Ideal,H,VVS2,62.2,55.0,625.0,4.35,4.36,2.71 +26223,2.01,Fair,D,SI2,59.4,66.0,15627.0,8.2,8.17,4.86 +10026,0.3,Good,D,SI2,60.8,65.0,414.0,4.26,4.29,2.6 +33962,0.4,Very Good,D,VS2,63.3,58.0,845.0,4.63,4.66,2.94 +3515,0.81,Very Good,H,VS1,62.5,57.0,3404.0,5.94,5.96,3.72 +51436,0.55,Ideal,E,VVS2,61.9,56.0,2374.0,5.25,5.29,3.26 +3817,0.7,Ideal,F,VS2,61.0,55.0,3468.0,5.74,5.79,3.52 +17724,0.33,Very Good,H,VVS2,61.9,56.0,614.0,4.44,4.47,2.76 +52317,0.32,Good,D,SI1,63.8,55.0,550.0,4.35,4.36,2.78 +29057,0.4,Very Good,E,SI1,62.0,61.0,687.0,4.67,4.71,2.91 +11921,1.22,Ideal,I,SI1,62.5,56.0,5124.0,6.82,6.79,4.25 +19250,1.33,Premium,H,VS2,60.7,59.0,7982.0,7.08,7.13,4.31 +10582,1.01,Very Good,H,VS2,62.2,56.0,4821.0,6.35,6.44,3.98 +4435,0.9,Good,G,SI1,64.5,57.0,3615.0,6.04,6.09,3.91 +2165,0.7,Very Good,D,VS2,61.2,60.0,3131.0,5.73,5.77,3.52 +51945,0.56,Ideal,E,VVS2,62.6,54.0,2441.0,5.28,5.32,3.32 +36418,0.31,Ideal,D,VS2,61.5,56.0,942.0,4.36,4.35,2.68 +52765,0.77,Premium,G,SI1,60.7,58.0,2563.0,5.95,5.98,3.62 +42998,0.55,Very Good,D,SI2,63.2,56.0,1368.0,5.24,5.21,3.3 +34960,0.32,Premium,H,VS2,62.7,58.0,471.0,4.33,4.35,2.72 +10917,1.02,Ideal,G,SI2,61.0,57.0,4890.0,6.51,6.58,3.99 +9207,1.26,Fair,I,SI2,64.8,57.0,4551.0,6.73,6.69,4.35 +27837,0.39,Ideal,I,VS2,61.5,55.0,651.0,4.7,4.73,2.9 +14464,1.03,Ideal,E,SI1,60.3,55.0,5837.0,6.62,6.57,3.98 +38304,0.37,Ideal,J,VS1,62.4,55.0,487.0,4.59,4.64,2.88 +995,0.76,Premium,E,SI1,61.1,58.0,2897.0,5.91,5.85,3.59 +11412,1.0,Premium,H,VS2,61.5,61.0,5000.0,6.45,6.4,3.95 +32640,0.34,Very Good,I,SI1,60.4,56.0,459.0,4.54,4.56,2.75 +28989,0.33,Ideal,E,VS1,60.6,57.0,686.0,4.49,4.52,2.73 +17980,1.07,Ideal,H,VVS1,61.7,56.0,7273.0,6.56,6.68,4.06 +7312,1.13,Very Good,J,VS2,62.0,59.0,4206.0,6.62,6.66,4.12 +1880,1.03,Premium,G,I1,60.8,57.0,3073.0,6.55,6.51,3.97 +2061,0.32,Very Good,E,VS2,60.5,58.0,561.0,4.4,4.42,2.67 +11013,1.01,Ideal,D,SI2,61.6,57.0,4916.0,6.42,6.46,3.97 +34803,0.31,Ideal,D,VS1,62.1,57.0,877.0,4.35,4.32,2.69 +51236,0.72,Very Good,G,SI1,63.1,57.0,2353.0,5.66,5.72,3.59 +36795,0.34,Ideal,E,VS2,62.4,56.0,956.0,4.49,4.45,2.79 +12492,1.08,Ideal,G,SI1,61.8,56.0,5256.0,6.55,6.58,4.06 +37912,0.41,Very Good,G,VVS2,61.6,56.0,1007.0,4.76,4.78,2.94 +25834,2.06,Premium,H,SI1,62.4,59.0,14863.0,8.11,8.07,5.05 +49108,0.63,Ideal,I,VVS1,62.8,58.0,2064.0,5.44,5.49,3.43 +51355,0.76,Premium,G,SI2,62.8,60.0,2364.0,5.81,5.79,3.64 +9215,1.07,Fair,F,SI1,60.6,66.0,4554.0,6.65,6.46,3.97 +34574,0.31,Ideal,G,IF,61.9,56.0,871.0,4.33,4.35,2.68 +26666,2.0,Premium,D,SI2,60.8,60.0,16484.0,8.15,8.1,4.94 +53131,0.7,Ideal,H,VVS1,61.7,54.0,2618.0,5.72,5.76,3.54 +18722,1.17,Very Good,H,IF,59.3,59.0,7644.0,6.92,6.98,4.12 +21933,2.01,Very Good,I,SI2,61.4,63.0,10009.0,8.19,7.96,4.96 +37231,0.4,Ideal,E,VS2,62.9,55.0,975.0,4.73,4.72,2.97 +18054,0.3,Ideal,I,IF,62.0,57.0,615.0,4.28,4.3,2.66 +1276,0.99,Fair,J,SI1,58.0,67.0,2949.0,6.57,6.5,3.79 +15464,1.02,Ideal,D,SI1,62.3,57.0,6191.0,6.41,6.44,4.0 +22564,1.03,Ideal,F,IF,63.1,55.0,10615.0,6.45,6.46,4.07 +50787,0.8,Premium,E,SI2,59.1,61.0,2304.0,6.03,5.99,3.55 +17924,1.52,Very Good,J,SI1,62.3,57.0,7239.0,7.32,7.38,4.58 +20583,1.5,Ideal,H,VS1,62.1,57.0,8891.0,7.37,7.23,4.53 +37287,0.24,Very Good,E,VVS2,64.4,53.0,485.0,3.92,3.94,2.53 +33248,0.36,Very Good,F,VS1,60.1,59.0,825.0,4.62,4.66,2.78 +10387,0.38,Ideal,I,SI1,61.8,54.0,593.0,4.66,4.7,2.89 +37172,0.32,Ideal,D,VS2,62.0,55.0,972.0,4.41,4.37,2.72 +26701,0.32,Ideal,G,VS1,62.0,56.0,645.0,4.35,4.39,2.71 +28758,0.31,Ideal,E,VS2,61.8,55.0,680.0,4.37,4.4,2.71 +24271,1.65,Ideal,I,VS2,61.5,57.0,12495.0,7.59,7.65,4.69 +28704,0.41,Very Good,F,SI1,63.6,57.0,680.0,4.72,4.75,3.01 +3086,0.75,Very Good,E,VS1,61.5,54.0,3314.0,5.88,5.82,3.6 +812,0.71,Premium,D,SI1,61.4,58.0,2863.0,5.79,5.75,3.54 +21011,1.7,Premium,J,VS2,62.9,62.0,9225.0,7.47,7.38,4.67 +20492,1.52,Premium,H,VS2,61.1,61.0,8825.0,7.4,7.36,4.51 +37532,0.38,Very Good,F,VS1,58.7,63.0,988.0,4.75,4.79,2.8 +21042,0.31,Premium,G,VS1,61.2,59.0,625.0,4.35,4.37,2.67 +32419,0.41,Very Good,D,SI1,62.9,58.0,791.0,4.7,4.75,2.97 +46922,0.52,Premium,G,VS1,61.7,56.0,1815.0,5.21,5.17,3.2 +47062,0.52,Very Good,E,VS1,63.3,58.0,1822.0,5.07,5.11,3.22 +17595,1.0,Good,E,VVS1,64.1,62.0,7084.0,6.29,6.26,4.02 +4045,1.05,Ideal,H,SI2,62.0,57.0,3528.0,6.54,6.5,4.04 +6845,0.71,Ideal,E,VVS2,62.0,57.0,4124.0,5.7,5.72,3.54 +8084,1.01,Premium,G,SI1,63.0,59.0,4338.0,6.32,6.27,3.96 +41107,0.35,Ideal,E,VVS1,62.1,57.0,1195.0,4.52,4.55,2.81 +10813,0.96,Premium,E,SI1,60.0,60.0,4864.0,6.44,6.39,3.85 +13044,0.36,Ideal,F,SI1,60.1,56.0,600.0,4.62,4.67,2.79 +30141,0.32,Premium,G,VS2,62.4,59.0,720.0,4.36,4.33,2.71 +11719,0.34,Premium,E,SI1,61.9,59.0,596.0,4.44,4.48,2.76 +36493,0.41,Very Good,H,VS2,63.4,58.0,943.0,4.77,4.66,2.99 +6203,1.02,Good,I,SI1,64.2,53.0,3998.0,6.3,6.26,4.03 +10671,1.01,Premium,H,VS2,60.5,58.0,4839.0,6.46,6.4,3.89 +48527,0.51,Ideal,E,VS2,61.6,55.0,1985.0,5.15,5.2,3.19 +38853,0.4,Premium,G,VVS2,61.1,58.0,1050.0,4.76,4.74,2.9 +44939,0.68,Fair,G,SI1,58.0,71.0,1633.0,5.85,5.7,3.35 +9359,1.16,Very Good,I,SI1,62.9,58.0,4586.0,6.64,6.69,4.19 +36729,0.32,Very Good,G,IF,61.8,55.0,954.0,4.39,4.45,2.73 +15553,1.28,Premium,G,SI2,62.6,58.0,6236.0,6.94,6.89,4.33 +46998,0.7,Ideal,H,SI2,61.1,57.0,1817.0,5.73,5.76,3.51 +34573,0.31,Ideal,G,IF,62.3,56.0,871.0,4.34,4.36,2.71 +51689,0.56,Ideal,G,IF,62.0,56.0,2399.0,5.33,5.28,3.29 +43585,0.5,Fair,D,VS2,63.7,57.0,1431.0,5.05,4.9,3.17 +32310,0.26,Ideal,G,VS1,62.1,54.0,456.0,4.1,4.14,2.56 +47344,0.5,Premium,D,VS2,61.4,59.0,1845.0,5.15,5.11,3.15 +20966,1.52,Ideal,I,VS2,62.1,55.0,9176.0,7.41,7.33,4.58 +3959,0.91,Good,G,SI1,63.1,63.0,3506.0,6.11,6.16,3.87 +2349,1.03,Ideal,H,SI2,62.4,57.0,3172.0,6.43,6.36,4.0 +8056,0.23,Very Good,F,VVS1,62.3,55.0,583.0,3.93,3.96,2.46 +20595,1.25,Good,G,VS1,63.4,55.0,8901.0,6.87,6.92,4.37 +33241,0.41,Ideal,I,VS1,61.9,55.0,824.0,4.79,4.81,2.97 +26679,0.26,Very Good,I,VVS2,62.7,55.0,427.0,4.09,4.12,2.57 +703,0.73,Premium,E,VS2,62.0,57.0,2854.0,5.86,5.76,3.6 +2823,0.81,Premium,H,VVS2,62.8,58.0,3266.0,5.92,5.89,3.71 +23905,1.11,Ideal,D,VVS2,63.0,57.0,12016.0,6.58,6.65,4.17 +14800,1.2,Very Good,I,VS2,62.3,56.0,5955.0,6.76,6.81,4.23 +44267,0.52,Ideal,E,VS2,62.1,56.0,1576.0,5.17,5.2,3.22 +40132,0.41,Ideal,E,VS1,60.4,55.0,1115.0,4.85,4.89,2.94 +46740,0.55,Ideal,G,VVS2,62.3,53.0,1799.0,5.27,5.29,3.29 +48288,0.73,Ideal,J,SI1,61.3,57.0,1956.0,5.82,5.8,3.56 +41518,0.44,Ideal,D,VS1,62.3,55.0,1235.0,4.84,4.88,3.03 +29941,0.31,Ideal,G,SI1,61.3,58.0,443.0,4.37,4.4,2.69 +45622,0.55,Premium,D,SI1,61.0,58.0,1692.0,5.27,5.29,3.22 +16743,1.2,Ideal,H,VS2,62.0,56.0,6666.0,6.86,6.81,4.24 +48406,0.52,Ideal,G,VVS1,61.0,57.0,1969.0,5.18,5.2,3.17 +50339,0.61,Very Good,E,VS1,61.1,58.0,2243.0,5.47,5.52,3.36 +30839,0.33,Ideal,H,VS1,61.4,57.0,743.0,4.49,4.44,2.74 +28068,0.39,Very Good,H,VS2,60.7,56.0,661.0,4.77,4.79,2.9 +52428,0.75,Very Good,H,VS1,59.3,59.0,2513.0,5.87,6.0,3.52 +33103,0.34,Good,E,VS2,57.0,61.0,816.0,6.65,4.61,2.64 +28202,0.4,Very Good,E,SI2,62.9,59.0,666.0,4.66,4.69,2.94 +49681,0.76,Ideal,G,SI2,62.1,54.0,2143.0,5.88,5.84,3.64 +45763,0.51,Very Good,F,VS1,61.0,59.0,1706.0,5.16,5.1,3.13 +41557,0.51,Very Good,G,SI1,61.4,54.0,1237.0,5.2,5.22,3.2 +3551,0.77,Very Good,F,VVS2,63.5,59.0,3415.0,5.77,5.72,3.65 +13862,1.15,Very Good,H,VS2,62.4,56.0,5646.0,6.66,6.68,4.16 +36090,0.44,Premium,F,VS2,62.2,58.0,926.0,4.83,4.88,3.02 +28592,0.3,Premium,G,VS2,61.6,60.0,675.0,4.33,4.28,2.65 +13729,0.27,Ideal,E,VS1,61.6,56.0,603.0,4.17,4.14,2.56 +18862,1.17,Premium,G,SI1,62.6,55.0,7731.0,6.75,6.7,4.21 +9868,1.03,Ideal,D,SI2,61.2,57.0,4679.0,6.51,6.59,4.01 +12093,1.18,Ideal,I,SI2,61.9,54.0,5163.0,6.77,6.84,4.21 +2101,0.86,Very Good,H,SI1,63.8,56.0,3115.0,6.02,6.05,3.85 +48068,0.51,Premium,D,VS2,58.0,60.0,1928.0,5.29,5.26,3.06 +39757,0.36,Ideal,D,VS1,60.8,57.0,1094.0,4.59,4.62,2.8 +38645,0.33,Ideal,F,VVS2,61.3,56.0,1040.0,4.46,4.44,2.73 +847,0.62,Ideal,G,IF,61.8,56.0,2869.0,5.43,5.47,3.37 +27862,0.31,Ideal,I,IF,61.3,57.0,652.0,4.34,4.4,2.68 +10794,1.22,Very Good,J,SI2,60.5,58.5,4861.0,6.84,6.96,4.17 +42325,0.41,Ideal,F,VVS1,61.9,56.0,1295.0,4.77,4.79,2.96 +3957,1.2,Ideal,I,I1,61.9,56.0,3505.0,6.82,6.85,4.23 +1616,0.75,Premium,F,VS2,61.6,58.0,3013.0,5.84,5.89,3.61 +38854,0.4,Ideal,G,VVS2,62.4,56.0,1050.0,4.68,4.64,2.91 +10821,1.1,Ideal,I,SI1,60.8,61.0,4868.0,6.63,6.7,4.05 +6291,1.07,Ideal,G,SI2,61.1,57.0,4021.0,6.61,6.65,4.05 +43698,0.5,Good,F,VS2,63.6,57.0,1436.0,5.03,5.07,3.21 +16209,1.02,Premium,F,VS2,61.3,58.0,6479.0,6.42,6.54,3.97 +15224,1.62,Good,J,SI2,64.2,62.0,6112.0,7.33,7.41,4.73 +41044,0.41,Ideal,E,VVS2,61.4,57.0,1187.0,4.76,4.79,2.93 +33533,0.35,Premium,D,VS2,60.4,58.0,829.0,4.53,4.58,2.75 +33004,0.32,Ideal,E,VVS1,60.9,56.0,813.0,4.41,4.43,2.69 +32619,0.3,Ideal,H,VS2,62.0,57.0,457.0,4.27,4.31,2.66 +41197,0.51,Very Good,F,SI1,62.5,59.0,1203.0,5.08,5.1,3.18 +2470,0.71,Very Good,E,VS1,62.1,60.0,3192.0,5.65,5.71,3.53 +16276,1.23,Ideal,G,SI1,61.4,56.0,6509.0,6.94,6.91,4.25 +34505,0.4,Very Good,D,VS2,60.8,59.0,868.0,4.71,4.77,2.88 +23371,0.33,Ideal,D,SI2,62.9,56.0,631.0,4.43,4.41,2.78 +34988,0.34,Ideal,H,VVS2,63.0,55.0,880.0,4.48,4.44,2.81 +369,0.7,Very Good,F,VS1,62.0,57.0,2808.0,5.64,5.71,3.52 +36766,0.3,Premium,E,VVS1,60.0,60.0,956.0,4.38,4.35,2.62 +16970,1.01,Very Good,H,VVS1,61.1,58.0,6777.0,6.41,6.45,3.93 +31622,0.32,Ideal,I,SI1,60.5,58.0,450.0,4.43,4.49,2.7 +30238,0.33,Ideal,E,VS2,61.1,56.0,723.0,4.45,4.48,2.73 +21587,1.03,Ideal,G,VVS1,61.5,57.0,9691.0,6.47,6.52,3.99 +4645,0.9,Good,G,SI1,63.7,60.0,3669.0,6.11,6.07,3.88 +45240,0.53,Ideal,D,VS2,61.0,56.0,1659.0,5.26,5.29,3.22 +47703,0.58,Premium,G,VS1,61.5,58.0,1884.0,5.35,5.41,3.31 +4599,1.02,Good,H,SI2,64.0,57.0,3656.0,6.41,6.37,4.09 +29171,0.4,Very Good,F,SI1,59.6,58.0,694.0,4.81,4.82,2.87 +47770,0.7,Very Good,E,SI2,63.5,59.0,1894.0,5.63,5.51,3.53 +12861,1.05,Ideal,G,SI1,62.3,55.0,5361.0,6.47,6.54,4.05 +41063,0.5,Good,D,SI1,64.1,56.0,1190.0,5.03,4.98,3.21 +28574,0.3,Premium,H,VS1,63.0,58.0,675.0,4.28,4.23,2.68 +51649,0.26,Very Good,G,VVS1,61.6,56.0,545.0,4.14,4.17,2.55 +37383,0.4,Premium,D,VS2,61.7,59.0,982.0,4.72,4.75,2.92 +43,0.26,Good,D,VS2,65.2,56.0,403.0,3.99,4.02,2.61 +8748,1.06,Very Good,I,SI2,61.4,56.5,4465.0,6.55,6.58,4.03 +3439,0.9,Premium,H,SI1,62.1,61.0,3387.0,6.11,6.07,3.78 +23628,1.54,Ideal,I,VS1,61.5,56.0,11651.0,7.42,7.47,4.58 +883,0.9,Good,J,SI1,64.0,61.0,2873.0,6.0,5.96,3.83 +43107,0.6,Very Good,E,SI2,62.8,56.0,1385.0,5.41,5.45,3.41 +50712,0.7,Very Good,G,SI1,63.5,56.0,2293.0,5.64,5.7,3.6 +50008,0.83,Good,J,SI1,63.8,58.0,2195.0,5.95,5.97,3.8 +10803,1.06,Ideal,F,SI1,61.2,55.0,4862.0,6.62,6.57,4.03 +856,0.82,Ideal,H,VS2,59.5,57.0,2870.0,6.12,6.09,3.63 +51815,0.76,Very Good,H,SI2,59.8,58.0,2418.0,5.94,5.96,3.56 +28164,0.3,Ideal,H,VVS1,62.2,56.0,665.0,4.28,4.3,2.67 +34645,0.31,Ideal,E,VS2,61.9,55.0,872.0,4.38,4.34,2.7 +13552,1.09,Very Good,H,VS2,63.0,54.0,5551.0,6.61,6.54,4.14 +35658,0.31,Ideal,G,VVS2,62.6,57.0,907.0,4.33,4.29,2.7 +41291,0.52,Ideal,G,SI2,62.1,56.0,1210.0,5.13,5.18,3.2 +27390,0.41,Ideal,J,VS1,62.7,57.0,647.0,4.72,4.75,2.97 +23522,1.58,Ideal,I,VVS1,61.7,53.0,11526.0,7.52,7.53,4.65 +52743,0.51,Ideal,E,VVS2,62.4,59.0,2559.0,5.07,5.12,3.18 +10763,1.01,Premium,E,SI1,59.6,59.0,4853.0,6.53,6.46,3.87 +46949,0.52,Ideal,E,VS2,62.6,57.0,1815.0,5.17,5.09,3.21 +2651,0.71,Ideal,H,IF,62.2,57.0,3234.0,5.7,5.74,3.56 +43692,0.5,Good,F,VS2,63.2,58.0,1436.0,5.0,5.03,3.17 +10792,1.07,Very Good,D,SI2,62.6,61.0,4861.0,6.42,6.49,4.04 +12795,0.9,Ideal,G,VVS2,61.9,56.0,5335.0,6.15,6.22,3.83 +49676,0.7,Premium,H,SI2,62.8,59.0,2142.0,5.65,5.62,3.54 +5104,0.94,Premium,E,SI2,60.4,59.0,3758.0,6.37,6.34,3.84 +45084,0.55,Premium,G,VS2,61.5,61.0,1645.0,5.27,5.23,3.23 +15177,1.01,Premium,F,VS2,63.0,58.0,6097.0,6.43,6.36,4.03 +18832,1.01,Very Good,F,VVS2,62.5,63.0,7715.0,6.41,6.38,4.0 +8252,1.02,Ideal,H,SI2,60.5,57.0,4375.0,6.56,6.52,3.95 +53571,0.7,Premium,E,VS2,60.9,59.0,2697.0,5.71,5.68,3.47 +40877,0.42,Ideal,E,VVS1,61.8,56.0,1176.0,4.81,4.83,2.98 +18457,1.71,Good,J,SI2,63.9,59.0,7508.0,7.55,7.47,4.8 +4375,1.13,Premium,F,I1,62.3,56.0,3607.0,6.69,6.61,4.14 +6324,1.11,Very Good,H,SI2,61.5,59.0,4029.0,6.56,6.61,4.05 +10757,1.01,Premium,E,SI1,62.9,59.0,4853.0,6.38,6.3,3.99 +14882,1.82,Fair,H,I1,67.3,58.0,5993.0,7.5,7.47,5.04 +25595,2.01,Premium,I,SI2,62.9,58.0,14444.0,8.05,8.0,5.05 +13672,0.88,Ideal,E,VS2,61.4,56.0,5595.0,6.15,6.17,3.78 +48947,0.58,Ideal,E,VS1,61.8,57.0,2046.0,5.33,5.35,3.3 +13928,0.96,Ideal,F,VS1,61.2,56.0,5666.0,6.38,6.34,3.89 +26327,2.0,Ideal,H,VS2,62.4,55.0,15829.0,8.03,7.94,4.99 +607,0.71,Ideal,F,VS1,61.5,57.0,2839.0,5.74,5.71,3.52 +17662,1.07,Very Good,F,VS1,62.0,58.0,7118.0,6.57,6.59,4.08 +36778,0.3,Ideal,E,VVS1,61.5,57.0,956.0,4.35,4.33,2.67 +48099,0.49,Ideal,D,VS1,62.3,55.0,1934.0,5.03,5.05,3.14 +11271,0.94,Ideal,E,SI2,61.6,57.0,4972.0,6.29,6.31,3.88 +1596,0.73,Very Good,G,VS1,60.7,55.0,3011.0,5.87,5.89,3.57 +32895,0.36,Premium,E,SI1,60.8,59.0,810.0,4.59,4.56,2.78 +42530,0.4,Ideal,F,VVS1,61.7,56.0,1323.0,4.75,4.72,2.92 +5622,0.96,Premium,I,VS2,60.6,60.0,3876.0,6.4,6.47,3.9 +22326,1.2,Ideal,F,VS1,62.1,58.0,10367.0,6.78,6.84,4.23 +5047,0.31,Ideal,H,SI1,61.4,55.0,573.0,4.44,4.36,2.7 +18818,1.21,Very Good,E,SI1,62.2,60.0,7703.0,6.78,6.76,4.21 +53241,0.82,Very Good,F,SI2,62.9,59.0,2643.0,5.89,5.93,3.72 +31275,0.32,Premium,E,SI2,59.7,60.0,449.0,4.43,4.45,2.65 +15505,1.2,Ideal,I,VS1,62.1,56.5,6210.0,6.8,6.84,4.23 +6311,0.56,Very Good,D,IF,62.5,59.0,4025.0,5.26,5.3,3.3 +5698,1.0,Good,E,SI2,63.7,61.0,3889.0,6.32,6.27,4.01 +48402,0.83,Good,F,SI2,63.7,59.0,1968.0,5.91,5.86,3.75 +8275,0.9,Good,H,VVS1,64.3,59.0,4381.0,6.04,6.09,3.9 +21304,1.58,Ideal,I,SI1,62.3,55.0,9457.0,7.42,7.49,4.64 +12226,1.0,Ideal,F,SI1,61.9,56.0,5197.0,6.36,6.41,3.95 +2039,0.7,Ideal,E,VS1,62.2,58.0,3107.0,5.62,5.69,3.52 +38349,0.5,Premium,G,I1,62.2,59.0,1020.0,5.07,5.03,3.14 +11084,1.0,Fair,F,SI1,62.6,59.0,4925.0,6.25,6.3,3.93 +6221,1.01,Very Good,F,SI2,60.7,57.0,4004.0,6.42,6.46,3.91 +48386,0.5,Ideal,G,VVS1,62.2,56.0,1966.0,5.1,5.12,3.18 +258,0.76,Premium,I,VVS1,58.8,59.0,2790.0,6.0,5.94,3.51 +2894,0.92,Fair,F,SI2,65.3,58.0,3282.0,6.08,6.04,3.96 +5841,0.9,Good,H,VS2,64.0,58.0,3919.0,6.11,6.07,3.9 +22448,1.01,Very Good,F,IF,61.9,59.0,10476.0,6.38,6.45,3.97 +8669,1.02,Premium,F,SI1,62.6,58.0,4455.0,6.42,6.36,4.0 +6532,0.92,Ideal,G,SI2,62.4,56.0,4068.0,6.21,6.23,3.88 +6245,1.03,Ideal,J,SI2,62.1,54.0,4008.0,6.47,6.51,4.03 +26815,2.02,Ideal,I,SI1,62.2,57.0,16704.0,8.1,8.04,5.02 +40015,0.37,Very Good,D,VVS1,62.3,54.0,1108.0,4.57,4.65,2.87 +14420,1.2,Premium,H,SI1,59.3,60.0,5822.0,7.0,6.92,4.13 +25619,1.5,Premium,F,VS2,60.3,58.0,14486.0,7.47,7.39,4.48 +19939,1.2,Ideal,F,VS2,62.6,56.0,8486.0,6.78,6.73,4.23 +6761,1.2,Ideal,J,VS2,62.2,54.0,4106.0,6.84,6.8,4.24 +7916,1.15,Ideal,H,SI2,60.5,56.0,4315.0,6.83,6.8,4.13 +20564,1.28,Premium,G,VS2,61.6,58.0,8874.0,7.02,6.98,4.31 +19438,1.04,Very Good,F,VS1,61.6,60.0,8090.0,6.49,6.54,4.01 +16782,1.07,Ideal,I,VVS1,62.3,57.0,6685.0,6.56,6.6,4.1 +46535,0.51,Premium,E,VS2,60.5,56.0,1781.0,5.24,5.18,3.15 +16707,0.32,Very Good,F,SI2,62.6,56.0,421.0,4.37,4.41,2.75 +47445,0.55,Ideal,E,VS1,61.5,57.0,1857.0,5.27,5.23,3.23 +42893,0.51,Ideal,D,SI2,61.9,56.0,1359.0,5.15,5.1,3.17 +38091,0.36,Ideal,E,VS2,60.8,56.0,1013.0,4.64,4.6,2.81 +52675,0.72,Premium,G,VS2,61.4,57.0,2550.0,5.83,5.77,3.56 +10852,1.07,Very Good,I,VS2,62.5,56.0,4873.0,6.5,6.53,4.07 +6097,0.96,Good,H,SI2,61.6,59.0,3975.0,6.24,6.29,3.86 +22168,1.56,Ideal,F,SI2,61.6,56.0,10210.0,7.41,7.45,4.58 +14534,1.24,Ideal,I,SI2,61.8,58.0,5866.0,6.85,6.9,4.25 +53464,0.72,Premium,G,VVS2,60.7,60.0,2679.0,5.8,5.87,3.54 +23460,1.2,Ideal,F,VVS1,62.0,56.0,11455.0,6.76,6.82,4.21 +51130,0.71,Ideal,E,SI2,58.7,57.0,2340.0,5.89,5.86,3.44 +7941,1.02,Premium,F,SI2,60.3,59.0,4318.0,6.53,6.5,3.93 +28656,0.35,Very Good,G,VS1,61.5,60.0,676.0,4.51,4.57,2.79 +37753,0.38,Premium,F,VS1,60.9,58.0,998.0,4.71,4.68,2.86 +11188,1.0,Ideal,G,SI1,62.0,57.0,4956.0,6.39,6.32,3.94 +7828,0.9,Very Good,G,VS1,62.4,58.0,4297.0,6.14,6.16,3.84 +18014,1.01,Premium,E,VS2,59.2,59.0,7287.0,6.67,6.6,3.93 +20779,1.01,Premium,F,VVS2,62.1,52.0,9013.0,6.5,6.45,4.02 +43193,0.58,Very Good,G,SI1,63.5,56.0,1393.0,5.34,5.28,3.37 +51976,0.26,Very Good,F,VVS1,59.0,61.0,547.0,4.17,4.2,2.47 +15568,1.11,Ideal,D,SI2,61.3,56.0,6241.0,6.74,6.68,4.12 +34770,0.41,Premium,E,SI2,62.1,58.0,876.0,4.77,4.73,2.95 +27080,1.71,Very Good,G,VS1,61.3,54.0,17206.0,7.69,7.74,4.73 +13406,0.35,Very Good,H,VS1,60.0,57.0,603.0,4.57,4.6,2.75 +39832,0.5,Premium,E,SI2,61.0,62.0,1097.0,5.13,5.09,3.12 +29665,0.35,Ideal,F,VS2,62.4,57.0,706.0,4.5,4.51,2.81 +6619,0.9,Premium,H,VS2,60.7,58.0,4082.0,6.21,6.17,3.76 +38314,0.44,Premium,F,VS2,61.1,62.0,1018.0,4.98,4.92,3.03 +39378,0.52,Ideal,H,SI1,62.3,54.0,1074.0,5.15,5.18,3.22 +45127,0.51,Ideal,G,VS1,62.3,53.5,1652.0,5.09,5.14,3.19 +8205,0.9,Very Good,G,VS2,62.5,58.0,4369.0,6.1,6.15,3.83 +24499,1.19,Ideal,F,VVS1,61.9,57.0,12776.0,6.84,6.79,4.22 +53201,0.71,Ideal,D,SI2,60.0,57.0,2633.0,5.83,5.81,3.49 +13975,1.27,Premium,I,SI1,62.3,56.0,5690.0,6.93,6.85,4.29 +25496,1.57,Ideal,G,VS2,61.7,56.0,14283.0,7.42,7.49,4.6 +48812,0.76,Ideal,J,VS2,61.7,56.0,2026.0,5.85,5.88,3.62 +10702,1.2,Good,G,SI2,63.1,57.0,4847.0,6.73,6.77,4.26 +6078,0.62,Ideal,D,VVS1,62.2,54.0,3968.0,5.45,5.48,3.4 +24858,2.18,Premium,I,SI1,63.0,58.0,13263.0,8.23,8.17,5.22 +49890,0.57,Ideal,E,VS1,62.0,55.0,2177.0,5.31,5.34,3.3 +51271,0.73,Very Good,E,SI2,59.6,57.0,2359.0,5.87,5.91,3.51 +16997,1.01,Very Good,E,VS2,63.2,57.0,6787.0,6.38,6.35,4.02 +31221,0.32,Ideal,D,SI1,61.3,57.0,756.0,4.41,4.37,2.69 +2452,0.85,Ideal,E,SI2,62.8,57.0,3189.0,6.06,6.01,3.79 +18350,1.19,Ideal,H,VS1,62.5,54.0,7466.0,6.78,6.82,4.25 +12230,1.0,Very Good,F,SI1,61.6,61.0,5197.0,6.3,6.37,3.9 +33631,0.37,Premium,G,VS2,62.8,60.0,833.0,4.59,4.55,2.87 +44275,0.52,Premium,E,VS2,61.6,59.0,1576.0,5.14,5.16,3.17 +1425,0.81,Very Good,E,SI1,63.8,58.0,2972.0,5.85,5.97,3.77 +49625,0.3,Good,H,SI1,63.9,55.0,540.0,4.27,4.24,2.72 +36548,0.4,Premium,F,SI1,62.5,59.0,945.0,4.71,4.67,2.93 +21107,1.42,Very Good,E,SI1,61.1,62.0,9278.0,7.17,7.2,4.39 +8448,1.01,Very Good,H,VS1,63.5,56.0,4412.0,6.32,6.27,4.0 +35815,0.31,Ideal,F,IF,61.3,55.0,914.0,4.38,4.43,2.7 +5236,1.16,Premium,F,SI2,62.1,59.0,3787.0,6.74,6.63,4.15 +9303,1.32,Good,J,SI1,63.5,57.0,4573.0,6.95,6.98,4.42 +35376,0.41,Ideal,G,VS1,62.4,57.0,899.0,4.7,4.75,2.95 +48590,0.54,Premium,D,VS1,61.1,58.0,1994.0,5.24,5.3,3.22 +33558,0.41,Premium,J,VS1,61.3,59.0,830.0,4.78,4.74,2.92 +4697,1.01,Premium,H,SI2,61.6,60.0,3676.0,6.22,6.18,3.82 +18375,0.31,Very Good,G,VVS2,62.3,59.0,617.0,4.29,4.32,2.68 +22347,1.56,Ideal,F,SI2,61.6,56.0,10396.0,7.45,7.41,4.58 +26527,1.62,Ideal,G,VS2,61.3,55.0,16183.0,7.55,7.6,4.64 +4714,0.31,Ideal,D,SI1,62.4,53.0,571.0,4.33,4.35,2.71 +14259,1.25,Very Good,H,SI2,62.8,55.0,5775.0,6.82,6.87,4.3 +53666,1.09,Premium,I,SI2,62.3,62.0,2708.0,6.63,6.57,4.11 +12631,1.0,Premium,F,SI1,61.6,60.0,5292.0,6.41,6.31,3.9 +41702,0.51,Good,E,SI1,63.6,59.0,1241.0,5.13,5.06,3.24 +50602,0.59,Ideal,G,VVS2,62.2,56.0,2283.0,5.39,5.35,3.34 +10833,0.9,Ideal,G,SI1,61.9,57.0,4871.0,6.16,6.19,3.82 +26216,1.56,Ideal,G,VVS2,62.5,55.0,15609.0,7.39,7.45,4.64 +4333,0.9,Premium,E,SI2,62.6,60.0,3599.0,6.18,6.09,3.84 +242,1.01,Fair,E,I1,64.5,58.0,2788.0,6.29,6.21,4.03 +38179,0.41,Ideal,D,SI1,61.0,57.0,1015.0,4.8,4.78,2.92 +4879,0.9,Very Good,E,SI2,61.6,58.0,3715.0,6.18,6.23,3.82 +5783,0.9,Very Good,E,SI2,61.1,58.0,3902.0,6.12,6.26,3.78 +39566,0.64,Good,E,SI2,56.6,59.0,1080.0,5.77,5.74,3.26 +24843,1.53,Good,H,IF,63.1,57.0,13248.0,7.25,7.34,4.6 +13190,1.18,Ideal,G,SI2,60.5,55.0,5452.0,6.9,6.85,4.16 +31480,0.34,Premium,H,VS1,60.6,60.0,765.0,4.49,4.45,2.71 +51323,0.31,Good,E,SI1,63.9,56.0,544.0,4.27,4.31,2.74 +12999,1.09,Ideal,I,VS1,62.7,54.0,5401.0,6.6,6.54,4.12 +33778,0.32,Ideal,E,VS1,59.5,57.0,842.0,4.49,4.45,2.66 +46549,0.51,Ideal,E,VS2,62.4,57.0,1781.0,5.13,5.1,3.19 +20709,0.31,Premium,H,VVS2,62.6,60.0,625.0,4.29,4.33,2.7 +39416,0.41,Ideal,F,VS1,60.8,57.0,1076.0,4.8,4.77,2.91 +22304,1.54,Premium,I,VS1,61.6,58.0,10349.0,7.42,7.39,4.56 +2028,0.9,Fair,H,SI2,65.6,58.0,3105.0,6.05,5.95,3.95 +16176,0.9,Very Good,E,VVS2,62.0,55.0,6466.0,6.08,6.17,3.8 +1991,0.71,Very Good,D,VS2,63.0,58.0,3096.0,5.65,5.68,3.57 +37741,0.41,Ideal,E,VS1,60.5,58.0,997.0,4.81,4.85,2.92 +35696,0.3,Ideal,E,VS1,61.7,57.0,911.0,4.31,4.28,2.65 +31239,0.42,Very Good,D,SI1,63.0,57.0,756.0,4.77,4.81,3.02 +44152,0.5,Ideal,D,SI1,60.9,57.0,1563.0,5.11,5.13,3.12 +10777,1.08,Very Good,E,SI2,63.4,56.0,4857.0,6.55,6.5,4.14 +28261,0.24,Very Good,E,VS1,61.5,57.0,357.0,3.99,4.07,2.48 +42858,0.54,Premium,G,SI1,60.8,59.0,1356.0,5.27,5.23,3.19 +16406,1.21,Very Good,G,SI1,61.2,58.0,6549.0,6.84,6.91,4.21 +49716,0.76,Premium,J,VS1,61.1,58.0,2148.0,5.85,5.91,3.59 +38841,0.73,Fair,I,I1,70.8,55.0,1049.0,5.51,5.34,3.84 +30455,0.3,Ideal,F,VS1,62.6,57.0,731.0,4.34,4.29,2.7 +10407,0.31,Good,G,SI1,63.6,57.0,593.0,4.33,4.29,2.74 +11213,1.15,Ideal,H,SI2,62.0,56.0,4959.0,6.75,6.68,4.16 +46988,0.46,Ideal,E,VVS1,62.6,53.0,1816.0,4.93,4.97,3.1 +43132,0.55,Premium,H,VS2,60.2,59.0,1387.0,5.36,5.24,3.19 +52164,0.72,Very Good,E,SI1,62.6,59.0,2474.0,5.66,5.71,3.56 +23357,0.3,Ideal,I,SI1,61.9,57.0,422.0,4.3,4.32,2.67 +8159,1.13,Premium,F,SI2,62.3,59.0,4360.0,6.68,6.65,4.15 +26736,2.11,Ideal,I,VS2,60.3,61.0,16512.0,8.29,8.22,4.98 +21082,1.04,Very Good,D,VVS2,58.3,61.0,9254.0,6.63,6.69,3.88 +25918,2.08,Ideal,H,SI2,61.5,57.0,15065.0,8.26,8.2,5.06 +22024,0.34,Ideal,G,VS2,61.0,55.0,628.0,4.56,4.58,2.79 +32068,0.33,Premium,D,SI1,61.5,60.0,780.0,4.44,4.41,2.72 +51145,0.71,Very Good,F,SI1,63.1,57.0,2343.0,5.69,5.66,3.58 +28729,0.31,Ideal,E,VS2,61.7,56.0,680.0,4.31,4.35,2.67 +33853,0.3,Ideal,E,VS2,61.5,55.0,844.0,4.4,4.32,2.68 +43309,0.58,Very Good,H,SI1,62.5,58.0,1402.0,5.29,5.31,3.31 +6952,1.0,Ideal,J,VS1,62.3,56.0,4144.0,6.43,6.38,3.99 +33776,0.35,Very Good,G,VVS1,61.2,57.0,842.0,4.55,4.58,2.79 +884,0.9,Fair,I,SI1,65.3,61.0,2873.0,5.98,5.94,3.89 +35050,0.36,Ideal,G,VVS1,62.1,56.0,884.0,4.58,4.6,2.85 +13356,0.24,Very Good,E,VS2,63.1,56.0,419.0,3.95,3.98,2.5 +49287,0.7,Good,E,SI2,59.7,63.0,2092.0,5.71,5.78,3.43 +18560,1.3,Very Good,F,SI1,61.5,58.0,7567.0,6.99,7.06,4.32 +38639,0.31,Ideal,H,VS2,61.9,55.0,489.0,4.35,4.38,2.7 +4589,0.76,Very Good,G,VVS2,62.1,56.0,3655.0,5.81,5.85,3.63 +13918,1.23,Very Good,H,SI1,63.0,55.0,5665.0,6.72,6.78,4.27 +8756,0.91,Very Good,D,SI1,60.2,60.0,4466.0,6.22,6.27,3.76 +14280,1.11,Premium,H,VS2,62.6,58.0,5781.0,6.63,6.59,4.14 +25295,1.7,Ideal,H,VS1,62.4,55.0,13949.0,7.69,7.61,4.77 +52550,0.57,Ideal,E,VVS2,61.9,55.0,2534.0,5.34,5.36,3.31 +50530,0.7,Very Good,I,VS1,62.4,59.0,2274.0,5.55,5.64,3.49 +39491,0.41,Premium,E,VS1,62.3,59.0,1079.0,4.74,4.76,2.96 +20905,1.23,Ideal,G,VS1,61.2,56.0,9119.0,6.92,6.98,4.25 +28145,0.3,Ideal,G,VVS2,62.3,57.0,665.0,4.29,4.32,2.68 +10413,1.01,Premium,H,VS1,61.9,57.0,4779.0,6.43,6.39,3.97 +28196,0.38,Premium,G,SI1,60.0,60.0,666.0,4.65,4.72,2.81 +12446,1.17,Ideal,J,VS1,62.5,57.0,5242.0,6.68,6.63,4.16 +19118,1.01,Very Good,G,VVS2,63.3,57.0,7885.0,6.31,6.36,4.01 +26352,0.32,Ideal,F,VS2,61.9,56.0,645.0,4.37,4.39,2.71 +45880,0.57,Ideal,D,VS2,60.3,57.0,1718.0,5.42,5.4,3.26 +741,0.33,Premium,F,SI2,62.3,58.0,557.0,4.43,4.4,2.75 +25237,1.54,Ideal,G,VS1,62.3,57.0,13846.0,7.35,7.38,4.59 +25353,0.28,Very Good,F,VVS2,59.7,59.0,642.0,4.26,4.28,2.55 +40024,0.51,Premium,D,SI2,60.2,58.0,1109.0,5.24,5.2,3.14 +37323,0.5,Good,D,SI2,63.7,60.0,979.0,5.09,5.02,3.22 +34876,0.3,Very Good,G,VVS2,63.3,57.0,878.0,4.27,4.23,2.69 +30779,0.3,Premium,D,VVS2,60.7,59.0,741.0,4.33,4.34,2.63 +28222,0.33,Ideal,F,VS2,60.5,55.0,666.0,4.47,4.55,2.73 +11049,0.37,Good,I,VS2,64.0,56.0,595.0,4.58,4.45,2.89 +599,0.7,Premium,F,VS2,61.7,58.0,2838.0,5.69,5.63,3.49 +27767,0.32,Premium,H,VS2,60.7,60.0,648.0,4.41,4.39,2.67 +7270,1.0,Ideal,I,SI1,61.4,56.0,4200.0,6.45,6.39,3.94 +24998,1.5,Premium,E,VS1,60.1,60.0,13513.0,7.42,7.48,4.48 +47925,0.56,Ideal,G,VS1,60.6,56.0,1915.0,5.36,5.33,3.24 +6813,1.01,Fair,E,SI2,55.2,65.0,4118.0,6.78,6.67,3.71 +34775,0.41,Premium,D,SI2,62.0,58.0,876.0,4.78,4.74,2.95 +28712,0.23,Premium,E,VVS2,61.8,58.0,680.0,3.94,3.92,2.43 +18284,1.21,Very Good,H,VS2,62.9,55.0,7426.0,6.75,6.8,4.26 +31011,0.35,Premium,F,SI1,61.7,58.0,748.0,4.54,4.51,2.79 +22509,1.03,Premium,F,VVS1,59.7,60.0,10546.0,6.63,6.57,3.94 +47909,0.58,Very Good,F,VS2,60.7,63.0,1914.0,5.39,5.36,3.26 +16783,1.33,Premium,G,SI2,60.3,58.0,6685.0,7.19,7.16,4.33 +41879,0.5,Good,D,SI1,63.9,56.0,1257.0,5.02,4.93,3.18 +7642,0.8,Premium,G,IF,62.6,58.0,4268.0,5.89,5.93,3.7 +4516,1.0,Premium,D,SI2,62.0,60.0,3634.0,6.38,6.3,3.93 +14429,1.19,Good,F,SI1,57.6,60.0,5825.0,6.98,7.02,4.03 +10076,0.29,Very Good,F,VVS2,60.8,63.0,592.0,4.28,4.31,2.61 +48802,0.61,Very Good,E,VS1,59.6,63.0,2025.0,5.44,5.57,3.28 +10320,1.03,Ideal,G,SI1,62.4,57.0,4764.0,6.52,6.47,4.05 +46202,0.51,Premium,H,VVS2,60.8,61.0,1749.0,5.12,5.08,3.1 +43230,0.4,Ideal,E,VVS1,62.8,57.0,1397.0,4.71,4.65,2.94 +51462,0.7,Premium,E,SI2,62.1,57.0,2376.0,5.68,5.6,3.5 +32518,0.4,Very Good,D,SI2,63.1,56.0,798.0,4.67,4.65,2.94 +33013,0.3,Very Good,F,VVS1,61.1,57.0,814.0,4.31,4.33,2.64 +3979,0.91,Premium,D,SI2,58.3,60.0,3511.0,6.4,6.33,3.71 +3247,0.96,Premium,G,SI1,62.0,57.0,3355.0,6.34,6.31,3.92 +49930,0.7,Premium,F,SI2,62.9,57.0,2184.0,5.64,5.61,3.53 +27827,0.39,Very Good,I,VS2,62.9,57.0,650.0,4.64,4.68,2.93 +6286,0.97,Very Good,I,VS2,62.2,55.9,4018.0,6.34,6.29,3.94 +48273,0.53,Ideal,D,VS2,61.2,57.0,1956.0,5.26,5.2,3.2 +29959,0.35,Ideal,J,VS2,61.8,55.0,446.0,4.54,4.56,2.81 +41704,0.53,Good,H,SI1,63.9,55.0,1242.0,5.19,5.14,3.3 +30710,0.36,Ideal,E,VS2,60.7,56.0,738.0,4.63,4.65,2.82 +22010,1.6,Very Good,H,SI1,63.1,58.0,10078.0,7.45,7.39,4.68 +50713,0.77,Very Good,H,SI2,63.3,58.0,2293.0,5.78,5.76,3.65 +11258,1.11,Ideal,E,SI2,62.2,56.0,4969.0,6.58,6.66,4.12 +26237,1.71,Premium,G,VS2,59.3,60.0,15671.0,7.86,7.81,4.65 +4699,1.01,Good,I,SI1,64.1,59.0,3676.0,6.24,6.21,3.99 +33359,0.41,Ideal,G,VS2,62.7,56.0,827.0,4.74,4.77,2.98 +52218,0.81,Ideal,H,SI1,62.8,57.0,2482.0,5.95,5.92,3.73 +28242,0.33,Premium,H,VVS2,61.6,58.0,666.0,4.42,4.45,2.73 +37444,0.51,Premium,I,SI1,62.7,59.0,984.0,5.06,5.09,3.18 +37660,0.42,Premium,F,SI1,62.9,57.0,992.0,4.77,4.73,2.99 +12986,1.0,Premium,E,SI1,60.5,59.0,5396.0,6.45,6.4,3.89 +34304,0.33,Ideal,G,VVS1,61.9,55.0,858.0,4.45,4.5,2.77 +49197,0.55,Ideal,G,VVS1,60.0,56.0,2077.0,5.35,5.39,3.21 +25371,0.28,Ideal,F,VVS2,61.4,57.0,642.0,4.2,4.24,2.59 +4414,0.92,Ideal,I,SI1,62.1,55.0,3610.0,6.24,6.29,3.89 +43771,0.54,Premium,G,SI1,61.6,58.0,1439.0,5.26,5.21,3.23 +11367,1.0,Very Good,G,SI1,59.6,60.0,4997.0,6.43,6.49,3.85 +39992,0.41,Ideal,F,VS2,61.1,56.0,1107.0,4.83,4.8,2.94 +41384,0.42,Premium,F,VVS2,59.6,59.0,1221.0,4.86,4.83,2.89 +50067,0.54,Ideal,F,VS1,61.5,55.0,2202.0,5.26,5.27,3.24 +53191,0.71,Premium,F,SI1,62.7,57.0,2633.0,5.68,5.65,3.55 +18794,1.1,Ideal,G,VS1,61.3,57.0,7688.0,6.66,6.59,4.06 +51279,0.58,Ideal,E,VS1,60.8,57.0,2359.0,5.42,5.41,3.29 +46428,0.56,Very Good,E,VS2,61.1,57.0,1770.0,5.33,5.38,3.27 +35106,0.3,Ideal,F,IF,61.9,57.0,886.0,4.29,4.33,2.67 +52298,0.25,Very Good,E,VVS1,62.6,57.0,548.0,3.98,4.01,2.5 +22279,1.5,Premium,I,IF,62.9,58.0,10332.0,7.31,7.21,4.57 +50698,0.53,Ideal,F,VVS2,62.1,56.0,2290.0,5.22,5.15,3.22 +50119,0.5,Ideal,F,VVS2,60.5,56.0,2210.0,5.15,5.09,3.1 +11225,1.11,Good,I,VS2,63.6,58.0,4963.0,6.52,6.57,4.16 +4335,1.05,Premium,G,SI2,60.7,61.0,3599.0,6.56,6.52,3.97 +39960,0.33,Premium,D,SI2,61.6,59.0,492.0,4.41,4.42,2.72 +51146,0.7,Ideal,I,SI1,61.2,55.0,2343.0,5.71,5.76,3.51 +22884,1.37,Ideal,G,VS1,62.2,55.0,10927.0,7.09,7.12,4.42 +25054,2.3,Premium,J,SI2,59.7,58.0,13560.0,8.63,8.68,5.17 +1823,0.82,Fair,H,SI1,64.9,58.0,3057.0,5.82,5.77,3.76 +16763,1.13,Ideal,E,SI1,61.7,57.0,6674.0,6.65,6.81,4.15 +38967,0.27,Ideal,G,VS2,61.6,54.0,490.0,4.17,4.2,2.58 +30093,0.32,Premium,H,VS1,61.7,58.0,720.0,4.41,4.37,2.71 +28310,0.32,Good,I,SI1,63.9,55.0,432.0,4.34,4.36,2.78 +26977,2.01,Premium,G,VS2,60.6,59.0,17057.0,8.16,8.12,4.93 +2982,0.96,Fair,G,SI1,69.7,59.0,3299.0,6.09,5.9,4.18 +52925,0.71,Ideal,H,VS1,60.9,58.0,2590.0,5.74,5.79,3.51 +27722,1.94,Premium,F,SI1,62.6,58.0,18735.0,7.91,7.87,4.94 +36294,0.32,Ideal,D,SI2,61.1,56.0,477.0,4.39,4.41,2.69 +28492,0.29,Ideal,G,VVS1,62.4,56.0,673.0,4.22,4.24,2.64 +32029,0.35,Ideal,I,IF,62.7,55.0,778.0,4.51,4.55,2.84 +45083,0.5,Good,G,VS1,59.8,63.0,1645.0,5.12,5.15,3.07 +35468,0.31,Ideal,F,IF,62.0,55.0,901.0,4.37,4.41,2.72 +27496,1.55,Ideal,E,VVS2,62.5,55.0,18188.0,7.38,7.4,4.62 +27255,1.5,Premium,E,VVS2,58.7,61.0,17667.0,7.49,7.36,4.36 +43130,0.51,Very Good,D,SI1,62.3,63.0,1387.0,5.08,5.03,3.15 +42081,0.53,Ideal,G,SI1,63.0,54.0,1273.0,5.18,5.14,3.25 +32950,0.25,Ideal,F,VS2,62.2,54.0,460.0,4.03,4.07,2.52 +14984,1.01,Very Good,F,VS2,58.5,60.0,6037.0,6.52,6.54,3.82 +30005,0.43,Ideal,H,SI1,61.6,55.0,716.0,4.87,4.9,3.01 +22978,1.5,Very Good,H,VS2,60.7,61.0,11025.0,7.34,7.41,4.48 +45517,0.58,Ideal,E,VS2,61.7,57.0,1683.0,5.35,5.42,3.32 +47034,0.55,Ideal,F,VS2,61.7,56.0,1819.0,5.3,5.26,3.26 +15868,1.14,Ideal,G,SI2,62.3,56.0,6346.0,6.66,6.69,4.16 +53335,0.74,Ideal,F,SI2,62.0,56.0,2655.0,5.78,5.82,3.6 +8046,0.25,Ideal,G,VVS1,61.7,56.0,582.0,4.05,4.07,2.51 +40170,0.38,Premium,D,VS2,58.8,61.0,1117.0,4.74,4.71,2.78 +39284,0.3,Ideal,H,VS2,62.2,54.0,491.0,4.33,4.35,2.7 +50264,0.61,Ideal,H,VVS1,60.3,56.0,2237.0,5.52,5.55,3.34 +1257,0.73,Premium,D,VS2,60.9,59.0,2947.0,5.82,5.77,3.53 +12322,1.15,Ideal,G,SI1,61.7,56.0,5224.0,6.72,6.76,4.16 +48392,0.7,Very Good,G,SI2,58.2,63.0,1966.0,5.82,5.79,3.38 +36181,0.41,Ideal,I,IF,61.8,55.0,930.0,4.77,4.81,2.96 +9349,1.09,Very Good,I,SI2,62.5,57.0,4584.0,6.56,6.58,4.11 +40711,0.38,Good,D,VVS1,61.3,61.0,1159.0,4.68,4.72,2.88 +35727,0.3,Ideal,D,VS2,62.2,55.0,911.0,4.33,4.29,2.68 +37066,0.43,Premium,F,VS2,61.3,59.0,968.0,4.84,4.81,2.96 +47906,0.53,Ideal,G,VVS2,62.6,56.0,1914.0,5.19,5.16,3.24 +29495,0.32,Ideal,E,VS2,62.6,53.0,702.0,4.37,4.38,2.74 +16767,1.4,Very Good,I,SI2,62.4,59.0,6677.0,7.12,7.17,4.46 +17785,1.32,Premium,H,SI1,61.5,61.0,7163.0,7.05,6.97,4.31 +4626,1.27,Very Good,I,I1,60.2,62.0,3665.0,7.0,7.05,4.23 +48008,0.52,Ideal,D,VS2,61.9,57.0,1919.0,5.17,5.14,3.19 +7635,1.0,Good,E,SI2,63.7,61.0,4265.0,6.27,6.2,3.97 +30061,0.32,Premium,G,VS2,61.9,58.0,720.0,4.43,4.36,2.72 +5929,0.92,Ideal,E,SI2,62.2,56.0,3941.0,6.24,6.2,3.87 +2446,0.9,Very Good,E,SI2,63.4,56.0,3187.0,6.15,5.99,3.85 +29172,0.39,Very Good,G,SI1,62.5,55.0,694.0,4.68,4.7,2.93 +25660,2.02,Premium,E,SI2,60.4,57.0,14574.0,8.21,8.18,4.95 +15408,1.02,Ideal,G,VS2,61.9,53.0,6169.0,6.5,6.48,4.02 +4808,1.0,Fair,G,SI1,66.1,62.0,3700.0,6.1,6.03,4.01 +265,0.71,Premium,E,SI1,61.8,59.0,2792.0,5.7,5.75,3.54 +1178,0.7,Premium,E,VS1,60.3,58.0,2930.0,5.7,5.74,3.45 +42176,0.59,Ideal,E,SI2,62.2,55.0,1286.0,5.38,5.4,3.35 +52992,0.94,Ideal,F,I1,61.5,55.0,2594.0,6.37,6.34,3.91 +46999,0.45,Ideal,E,VVS2,61.6,56.0,1817.0,4.96,4.98,3.06 +34196,0.33,Ideal,F,VS2,61.4,57.0,854.0,4.48,4.45,2.74 +12728,1.02,Premium,H,VS2,62.5,60.0,5312.0,6.43,6.38,4.0 +12050,0.4,Ideal,I,SI1,61.6,56.0,596.0,4.68,4.74,2.9 +25543,1.5,Very Good,D,VS2,63.6,55.0,14368.0,7.17,7.24,4.58 +6867,0.91,Premium,H,VS2,62.8,58.0,4128.0,6.17,6.15,3.87 +27998,0.3,Premium,E,VS2,61.7,58.0,658.0,4.32,4.34,2.67 +28974,0.31,Very Good,H,SI1,62.8,58.0,435.0,4.28,4.32,2.7 +9145,1.01,Very Good,D,SI2,63.5,61.0,4538.0,6.37,6.33,4.03 +14968,1.05,Very Good,G,VS2,60.1,55.0,6028.0,6.65,6.73,4.02 +53542,0.72,Premium,D,SI1,60.4,59.0,2691.0,5.77,5.72,3.47 +43424,0.7,Premium,I,SI2,62.3,59.0,1415.0,5.64,5.59,3.5 +23591,1.02,Ideal,E,IF,62.6,57.0,11605.0,6.47,6.41,4.03 +38876,0.4,Ideal,D,VS2,61.3,57.0,1050.0,4.77,4.75,2.92 +47240,0.51,Ideal,E,VS1,62.0,57.0,1841.0,5.11,5.15,3.18 +38392,0.42,Premium,E,VS2,61.9,59.0,1024.0,4.81,4.75,2.96 +29272,0.31,Premium,E,SI1,63.0,59.0,698.0,4.31,4.26,2.7 +4789,1.0,Fair,E,SI1,66.5,55.0,3696.0,6.21,6.19,4.12 +4150,0.91,Premium,F,SI2,58.9,61.0,3546.0,6.36,6.33,3.74 +21225,1.27,Premium,G,VS1,61.1,60.0,9371.0,6.99,7.03,4.28 +4499,0.9,Premium,H,SI1,60.0,56.0,3629.0,6.33,6.27,3.78 +5091,1.02,Premium,F,SI2,62.5,58.0,3754.0,6.47,6.4,4.02 +9922,1.01,Very Good,D,SI2,60.1,60.0,4690.0,6.41,6.47,3.87 +32938,0.37,Ideal,E,VS2,61.9,53.0,811.0,4.62,4.65,2.87 +47150,0.71,Fair,H,VS2,62.1,70.0,1832.0,5.67,5.6,3.5 +38904,0.33,Ideal,E,VVS1,61.5,56.0,1052.0,4.49,4.46,2.75 +13267,1.02,Premium,F,SI1,62.9,55.0,5484.0,6.47,6.41,4.05 +35639,0.3,Ideal,H,SI1,62.6,53.1,475.0,4.27,4.3,2.69 +37280,0.3,Very Good,G,VS2,62.1,57.0,484.0,4.27,4.29,2.66 +17139,1.5,Fair,H,SI1,65.0,57.0,6838.0,7.1,7.06,4.6 +43293,0.58,Very Good,F,SI1,63.1,57.0,1401.0,5.28,5.31,3.34 +51676,0.72,Premium,H,SI1,62.7,59.0,2398.0,5.73,5.69,3.58 +16726,0.33,Premium,H,SI1,63.0,58.0,610.0,4.42,4.4,2.78 +48587,0.54,Ideal,D,VS2,61.8,56.0,1993.0,5.24,5.21,3.23 +985,0.77,Very Good,G,VS2,61.3,60.0,2896.0,5.81,5.91,3.59 +13374,0.24,Ideal,F,VS2,62.2,57.0,419.0,3.96,4.01,2.48 +49102,0.52,Very Good,F,VVS2,58.9,60.0,2064.0,5.23,5.3,3.1 +21113,1.5,Very Good,E,SI2,60.1,60.0,9281.0,7.35,7.42,4.44 +27489,1.63,Ideal,F,VS1,61.6,57.0,18179.0,7.53,7.61,4.66 +22954,1.71,Premium,I,SI1,60.2,58.0,11003.0,7.75,7.79,4.68 +11739,1.16,Premium,F,SI2,62.1,59.0,5072.0,6.71,6.76,4.18 +33259,0.3,Good,D,VVS1,63.3,61.0,825.0,4.21,4.23,2.67 +35821,0.31,Ideal,F,IF,62.1,54.0,914.0,4.36,4.4,2.72 +53811,0.73,Ideal,I,SI1,61.7,55.0,2733.0,5.78,5.82,3.58 +31318,0.32,Ideal,D,VS2,62.2,56.0,758.0,4.36,4.39,2.72 +43713,0.51,Ideal,E,SI1,61.7,55.0,1437.0,5.18,5.2,3.2 +18005,1.09,Very Good,G,VS1,60.0,57.0,7281.0,6.68,6.71,4.02 +18391,1.33,Premium,H,SI1,61.5,59.0,7472.0,7.06,7.03,4.33 +39198,0.43,Ideal,D,SI1,61.5,56.0,1064.0,4.87,4.82,2.98 +12982,1.11,Premium,H,VS2,60.9,57.0,5395.0,6.77,6.69,4.1 +953,0.74,Ideal,F,SI1,61.2,56.0,2889.0,5.83,5.87,3.58 +32970,0.32,Very Good,H,SI1,62.6,55.0,461.0,4.37,4.38,2.74 +10489,1.01,Ideal,F,SI2,60.0,57.0,4796.0,6.55,6.51,3.92 +34339,0.3,Ideal,E,VVS1,62.5,57.0,862.0,4.27,4.3,2.68 +19643,1.24,Ideal,H,VS2,60.8,56.0,8257.0,6.92,6.96,4.22 +37130,0.39,Ideal,F,VS2,62.3,55.0,971.0,4.69,4.71,2.93 +39654,0.42,Premium,G,VS2,59.8,58.0,1087.0,4.9,4.86,2.92 +13019,1.2,Very Good,I,SI1,62.8,57.0,5408.0,6.7,6.74,4.22 +49028,0.56,Ideal,D,SI1,61.9,57.0,2053.0,5.27,5.3,3.27 +17431,1.1,Very Good,F,VS2,61.1,57.0,6987.0,6.65,6.71,4.08 +23201,1.27,Ideal,G,VS1,61.2,57.0,11206.0,6.97,6.98,4.27 +42337,0.56,Premium,E,SI2,62.6,59.0,1297.0,5.24,5.2,3.27 +48603,0.72,Ideal,J,VVS2,61.6,56.0,1996.0,5.76,5.73,3.54 +52385,0.7,Ideal,G,VS2,60.8,57.0,2507.0,5.67,5.74,3.47 +14300,1.08,Ideal,H,VS1,61.9,57.0,5791.0,6.58,6.64,4.09 +33014,0.3,Very Good,F,VVS1,62.6,56.0,814.0,4.27,4.29,2.68 +53142,0.7,Ideal,F,VS2,62.3,55.0,2622.0,5.71,5.65,3.54 +46704,0.55,Ideal,E,VS2,61.8,57.0,1792.0,5.34,5.27,3.28 +6304,1.14,Premium,D,I1,61.8,59.0,4022.0,6.74,6.62,4.13 +11102,0.9,Ideal,G,VS1,61.8,56.0,4931.0,6.19,6.24,3.84 +30882,0.33,Ideal,E,SI1,62.0,54.0,743.0,4.43,4.41,2.74 +30254,0.43,Premium,G,SI1,62.6,59.0,724.0,4.8,4.82,3.01 +21596,1.57,Very Good,D,SI2,62.9,61.0,9698.0,7.37,7.41,4.65 +46877,0.53,Ideal,E,VS2,61.9,56.0,1813.0,5.21,5.19,3.22 +32208,0.35,Very Good,H,VS1,60.8,63.0,788.0,4.57,4.54,2.77 +32689,0.31,Very Good,G,VS1,63.3,56.0,802.0,4.33,4.29,2.73 +15948,1.18,Ideal,I,VVS1,59.7,54.0,6378.0,6.92,6.99,4.15 +6907,1.01,Good,G,SI2,63.7,59.0,4135.0,6.38,6.31,4.04 +7530,1.01,Premium,H,SI2,59.9,59.0,4242.0,6.55,6.48,3.9 +22195,1.21,Ideal,G,VVS1,60.2,57.0,10232.0,7.02,6.94,4.2 +39267,0.38,Premium,G,VS1,60.6,58.0,1069.0,4.67,4.64,2.82 +42284,0.36,Ideal,G,SI2,60.7,58.0,505.0,4.62,4.64,2.81 +10403,0.31,Premium,D,SI2,61.8,60.0,593.0,4.37,4.33,2.69 +3843,0.9,Very Good,I,VS2,63.1,57.0,3473.0,6.12,6.09,3.85 +50001,0.57,Ideal,F,VS1,61.0,56.0,2193.0,5.36,5.4,3.28 +20810,1.91,Premium,G,SI2,61.9,58.0,9038.0,7.9,7.84,4.87 +39855,0.33,Ideal,D,VVS1,61.0,55.0,1100.0,4.47,4.52,2.74 +31641,0.25,Very Good,H,VVS1,60.1,62.0,450.0,4.08,4.11,2.46 +5855,1.0,Premium,F,SI2,61.5,58.0,3920.0,6.41,6.38,3.93 +12030,0.73,Ideal,F,VVS1,61.9,56.0,5154.0,5.75,5.79,3.57 +5708,0.25,Very Good,F,VVS2,59.0,58.0,575.0,4.1,4.14,2.43 +12801,0.7,Ideal,E,VVS1,61.9,56.0,5338.0,5.66,5.69,3.51 +31513,0.34,Premium,E,SI1,59.0,60.0,765.0,4.62,4.56,2.71 +4363,1.1,Premium,I,SI2,59.7,62.0,3604.0,6.8,6.64,4.01 +27111,2.02,Ideal,G,SI2,61.7,57.0,17265.0,8.15,8.1,5.01 +25662,1.52,Premium,E,VS2,61.8,59.0,14577.0,7.38,7.31,4.54 +23225,1.53,Ideal,G,SI1,62.4,57.0,11230.0,7.33,7.41,4.6 +4393,0.31,Ideal,D,SI1,62.6,56.0,571.0,4.33,4.36,2.72 +27535,2.14,Premium,E,SI2,61.5,58.0,18291.0,8.31,8.24,5.09 +43557,0.52,Ideal,E,SI1,63.0,54.0,1429.0,5.15,5.11,3.23 +38970,0.28,Ideal,G,VS1,62.1,55.0,490.0,4.22,4.25,2.63 +2580,0.78,Ideal,D,SI1,61.1,57.0,3214.0,5.95,5.97,3.64 +11730,0.34,Premium,H,VS1,60.8,59.0,596.0,4.48,4.53,2.74 +35363,0.38,Ideal,H,VS2,62.8,55.0,898.0,4.66,4.64,2.92 +41781,0.57,Premium,H,SI1,61.6,58.0,1247.0,5.37,5.34,3.3 +39495,0.41,Ideal,E,VS1,62.0,55.0,1079.0,4.74,4.77,2.95 +21759,3.11,Fair,J,I1,65.9,57.0,9823.0,9.15,9.02,5.98 +44934,0.51,Ideal,D,VS2,61.7,56.0,1633.0,5.12,5.15,3.17 +50357,0.72,Very Good,G,SI2,63.3,58.0,2246.0,5.72,5.68,3.61 +38893,0.4,Ideal,G,VVS1,61.5,59.0,1051.0,4.71,4.75,2.91 +15882,1.1,Very Good,D,SI1,60.7,55.0,6352.0,6.71,6.74,4.08 +2698,0.9,Premium,G,SI2,61.1,58.0,3246.0,6.22,6.18,3.79 +37909,0.41,Ideal,F,VS1,60.8,56.0,1007.0,4.76,4.79,2.92 +35860,0.4,Ideal,F,VS1,62.4,53.0,917.0,4.72,4.76,2.96 +28629,0.26,Ideal,H,VS2,62.1,55.0,434.0,4.08,4.1,2.54 +51640,0.31,Ideal,G,VS2,61.4,57.0,544.0,4.35,4.45,2.7 +13060,0.91,Ideal,H,VVS2,61.7,57.0,5411.0,6.21,6.23,3.84 +16581,1.22,Premium,H,SI1,62.0,58.0,6620.0,6.81,6.76,4.21 +15717,0.36,Premium,G,SI2,60.8,58.0,608.0,4.61,4.57,2.79 +36686,0.43,Ideal,G,SI1,61.1,57.0,951.0,4.88,4.9,2.99 +23669,2.02,Ideal,H,SI2,60.8,56.0,11715.0,8.21,8.14,4.97 +37692,0.4,Ideal,F,VVS2,60.4,56.0,994.0,4.79,4.82,2.9 +9870,1.03,Ideal,D,SI2,61.8,56.0,4679.0,6.46,6.51,4.01 +12783,1.03,Ideal,E,SI1,62.2,57.0,5330.0,6.48,6.42,4.01 +49382,0.55,Very Good,F,VVS2,63.1,56.0,2102.0,5.19,5.23,3.29 +25579,2.22,Ideal,I,SI2,62.7,61.0,14416.0,8.31,8.23,5.19 +12697,0.36,Ideal,H,VS2,62.0,55.0,599.0,4.58,4.63,2.86 +28622,0.24,Very Good,G,VVS1,62.3,59.0,432.0,3.92,3.95,2.45 +15261,1.01,Very Good,E,VS2,62.7,60.0,6128.0,6.31,6.38,3.98 +18041,0.35,Very Good,E,SI1,62.9,58.0,614.0,4.48,4.52,2.83 +10350,0.9,Good,E,VS2,63.7,54.0,4770.0,6.13,6.15,3.91 +21461,1.63,Very Good,G,SI2,62.5,57.0,9556.0,7.54,7.57,4.72 +39608,0.26,Premium,G,VS1,61.3,60.0,491.0,4.12,4.07,2.51 +30408,0.34,Ideal,D,VS2,60.8,57.0,730.0,4.52,4.56,2.76 +37696,0.41,Ideal,J,VVS1,61.2,57.0,994.0,4.82,4.79,2.94 +5805,0.71,Ideal,G,VVS2,61.5,57.0,3909.0,5.74,5.78,3.54 +23822,2.08,Ideal,I,SI2,62.0,56.0,11886.0,8.21,8.1,5.06 +7294,0.9,Very Good,E,SI1,62.1,59.0,4201.0,6.13,6.17,3.82 +30956,0.32,Premium,E,SI2,61.2,58.0,449.0,4.39,4.44,2.7 +50101,0.71,Very Good,H,SI1,63.1,57.0,2207.0,5.65,5.61,3.55 +7318,1.02,Good,H,SI2,63.1,59.0,4207.0,6.37,6.43,4.04 +30965,0.37,Ideal,F,SI1,61.6,56.0,746.0,4.61,4.65,2.85 +12623,1.0,Premium,F,SI1,60.5,56.0,5292.0,6.48,6.45,3.91 +18262,1.21,Very Good,G,VS2,63.1,58.0,7416.0,6.77,6.71,4.25 +42957,0.3,Very Good,J,VS1,63.4,55.0,506.0,4.3,4.25,2.71 +47719,0.52,Ideal,E,VS1,61.3,56.0,1886.0,5.18,5.22,3.19 +36348,0.31,Very Good,E,IF,63.0,55.0,938.0,4.33,4.37,2.74 +29761,0.35,Premium,I,VS1,61.8,58.0,709.0,4.53,4.5,2.79 +17157,1.24,Premium,H,VS2,61.2,59.0,6850.0,6.89,6.93,4.23 +4261,1.0,Good,J,VS2,64.3,59.0,3580.0,6.27,6.21,4.01 +25641,1.5,Very Good,E,VS2,63.2,57.0,14527.0,7.29,7.26,4.6 +42934,0.32,Very Good,H,VS2,62.4,58.0,505.0,4.33,4.36,2.71 +25789,1.51,Premium,D,VS2,60.2,59.0,14773.0,7.43,7.33,4.44 +12886,1.02,Premium,F,SI1,61.4,58.0,5369.0,6.48,6.41,3.96 +23174,1.5,Premium,G,VS2,59.9,58.0,11189.0,7.38,7.34,4.41 +18695,0.29,Ideal,E,VS1,60.6,55.0,619.0,4.33,4.35,2.63 +1726,0.32,Premium,G,VS2,61.9,58.0,561.0,4.36,4.43,2.72 +29407,0.33,Ideal,G,VS1,61.9,55.0,699.0,4.44,4.49,2.77 +48843,0.55,Ideal,E,VS2,62.5,56.0,2030.0,5.26,5.23,3.28 +10686,0.82,Very Good,G,IF,61.9,57.0,4844.0,5.96,6.0,3.7 +22370,0.31,Premium,H,VS2,62.2,58.0,628.0,4.34,4.31,2.69 +18926,1.5,Very Good,H,SI2,61.3,59.0,7774.0,7.38,7.41,4.53 +47667,0.34,Ideal,G,SI1,61.8,54.4,531.0,4.49,4.52,2.79 +45727,0.63,Ideal,F,SI1,62.6,56.0,1698.0,5.53,5.49,3.45 +11689,1.07,Ideal,H,VS1,60.2,57.0,5063.0,6.61,6.55,3.96 +52105,0.8,Very Good,F,SI2,61.0,60.0,2460.0,5.95,5.98,3.64 +4553,0.9,Very Good,D,SI2,58.8,59.0,3643.0,6.24,6.28,3.68 +36947,0.32,Ideal,H,SI1,61.8,55.0,479.0,4.39,4.41,2.72 +5729,0.25,Very Good,E,VVS1,59.7,58.0,575.0,4.13,4.14,2.47 +35469,0.31,Ideal,F,IF,61.7,56.0,901.0,4.38,4.41,2.71 +18690,1.5,Premium,F,SI2,58.5,60.0,7644.0,7.52,7.48,4.39 +51721,0.7,Good,F,VS1,64.0,56.0,2401.0,5.6,5.65,3.6 +7549,1.03,Premium,I,SI1,62.0,58.0,4248.0,6.43,6.47,4.0 +6378,0.25,Premium,E,VVS1,60.7,60.0,576.0,4.09,4.11,2.49 +29439,0.42,Premium,D,SI2,60.1,58.0,700.0,4.83,4.88,2.92 +20803,1.62,Very Good,D,SI2,61.2,61.0,9034.0,7.53,7.6,4.63 +42357,0.51,Ideal,I,VS1,61.8,56.0,1301.0,5.1,5.13,3.16 +640,0.8,Ideal,I,VS1,62.6,54.0,2842.0,5.92,5.96,3.72 +31363,0.42,Very Good,H,SI1,58.6,61.0,761.0,4.92,4.95,2.89 +10058,0.31,Ideal,F,VS2,61.8,53.0,591.0,4.36,4.38,2.7 +50847,0.83,Good,J,SI1,63.8,58.0,2311.0,5.97,5.95,3.8 +41785,0.54,Very Good,H,SI1,61.0,57.0,1248.0,5.22,5.27,3.2 +44364,0.55,Premium,D,SI1,62.7,59.0,1580.0,5.22,5.25,3.28 +41567,0.5,Premium,E,SI1,61.4,62.0,1238.0,5.1,5.07,3.12 +2280,0.82,Premium,D,SI2,61.7,56.0,3159.0,6.01,5.99,3.7 +39254,0.4,Fair,E,VVS2,57.3,60.0,1069.0,4.84,4.89,2.79 +11074,1.13,Very Good,E,SI1,62.7,57.0,4922.0,6.62,6.65,4.16 +44488,0.58,Ideal,D,SI1,62.0,54.0,1597.0,5.36,5.39,3.33 +4398,0.31,Ideal,D,SI1,61.8,56.0,571.0,4.34,4.37,2.69 +492,0.7,Premium,E,VS2,60.2,60.0,2822.0,5.73,5.7,3.44 +39643,0.4,Ideal,F,VVS2,62.0,56.0,1085.0,4.76,4.73,2.94 +22812,1.23,Very Good,F,VVS2,62.4,58.0,10835.0,6.74,6.89,4.26 +25686,0.37,Ideal,D,SI1,61.9,54.0,643.0,4.62,4.65,2.87 +48407,0.61,Very Good,H,VVS2,60.5,57.0,1970.0,5.52,5.54,3.35 +22322,1.51,Very Good,D,SI2,63.3,58.0,10362.0,7.25,7.28,4.6 +15847,1.0,Very Good,F,VS2,62.2,55.0,6340.0,6.39,6.44,3.99 +31070,0.33,Premium,G,VVS2,62.0,59.0,752.0,4.41,4.46,2.75 +22754,1.34,Very Good,F,VS1,59.7,60.0,10771.0,7.17,7.2,4.29 +11505,1.0,Very Good,I,VS2,61.9,59.0,5020.0,6.35,6.38,3.94 +4179,0.83,Premium,D,SI1,62.5,54.0,3556.0,6.08,6.02,3.78 +48280,0.53,Ideal,D,VS2,61.5,56.0,1956.0,5.23,5.17,3.2 +50124,0.5,Ideal,D,VVS2,60.4,54.0,2211.0,5.23,5.17,3.14 +4032,0.71,Ideal,E,SI1,60.5,56.0,3527.0,5.81,5.84,3.53 +19165,1.84,Premium,H,SI2,61.0,58.0,7922.0,7.97,7.87,4.81 +17055,0.4,Ideal,J,SI1,61.6,56.0,612.0,4.72,4.77,2.93 +44537,0.7,Very Good,I,SI2,60.9,59.0,1603.0,5.7,5.76,3.49 +12038,0.4,Very Good,I,SI1,59.8,57.0,596.0,4.8,4.83,2.88 +51345,0.71,Premium,H,VS2,60.9,58.0,2363.0,5.72,5.77,3.5 +19431,1.0,Good,F,VVS2,60.7,62.0,8079.0,6.36,6.4,3.87 +24909,1.06,Ideal,E,IF,62.0,57.0,13344.0,6.49,6.54,4.04 +19817,1.23,Premium,G,VS1,61.8,58.0,8381.0,6.88,6.84,4.24 +16391,1.27,Ideal,E,VS2,61.8,55.0,6543.0,7.03,6.92,4.31 +15676,1.01,Very Good,F,VS2,59.4,61.0,6288.0,6.48,6.51,3.86 +50866,0.71,Ideal,I,SI1,61.9,55.0,2313.0,5.7,5.74,3.54 +25591,2.0,Fair,H,SI1,65.1,56.0,14430.0,7.86,7.77,5.09 +44915,0.53,Premium,D,SI1,61.0,58.0,1631.0,5.18,5.22,3.17 +47255,0.51,Ideal,G,VVS2,62.9,57.0,1842.0,5.12,5.06,3.2 +52523,0.58,Ideal,G,IF,61.3,56.0,2528.0,5.36,5.39,3.29 +38818,0.39,Ideal,I,VS1,62.5,54.0,1047.0,4.7,4.67,2.92 +9232,1.1,Premium,H,SI2,60.9,57.0,4558.0,6.67,6.62,4.05 +22315,1.59,Very Good,H,SI1,62.2,58.0,10356.0,7.45,7.48,4.64 +33152,0.31,Premium,E,VVS2,60.4,59.0,816.0,4.34,4.37,2.63 +8026,1.01,Very Good,F,SI2,62.2,58.0,4332.0,6.33,6.38,3.95 +10546,0.97,Premium,F,SI1,59.9,59.0,4810.0,6.36,6.39,3.82 +1937,0.75,Good,E,VS2,62.6,58.0,3084.0,5.73,5.78,3.6 +10723,0.31,Good,D,SI2,63.6,54.0,593.0,4.34,4.31,2.75 +18558,1.01,Very Good,G,VVS2,63.1,56.0,7565.0,6.4,6.34,4.02 +33082,0.3,Premium,E,VS1,61.4,59.0,814.0,4.32,4.28,2.64 +47284,0.3,Very Good,I,SI1,61.6,59.0,394.0,4.29,4.34,2.66 +35172,0.31,Ideal,G,IF,61.0,56.0,891.0,4.38,4.41,2.68 +7281,1.0,Premium,F,SI2,62.5,59.0,4200.0,6.4,6.28,3.96 +21109,1.52,Ideal,I,VS2,61.3,56.0,9278.0,7.44,7.41,4.55 +4658,0.9,Premium,G,SI1,61.9,59.0,3669.0,6.18,6.13,3.81 +29560,0.33,Premium,F,SI1,60.9,59.0,705.0,4.45,4.42,2.7 +18206,1.19,Premium,G,VS2,61.9,58.0,7389.0,6.86,6.74,4.21 +30463,0.31,Ideal,D,SI1,62.7,56.0,732.0,4.36,4.32,2.72 +40543,0.35,Premium,E,IF,59.0,61.0,1148.0,4.64,4.62,2.73 +46938,0.52,Premium,E,VS2,60.3,60.0,1815.0,5.21,5.17,3.13 +36272,0.3,Ideal,G,SI1,62.3,56.0,477.0,4.29,4.31,2.68 +7755,0.98,Fair,G,SI1,64.4,56.0,4281.0,6.33,6.24,4.03 +52178,0.7,Ideal,E,SI2,62.1,56.0,2475.0,5.68,5.65,3.52 +31246,0.34,Premium,E,VS1,58.0,60.0,757.0,4.63,4.61,2.68 +12938,1.09,Premium,F,SI1,60.9,59.0,5384.0,6.64,6.59,4.03 +5130,0.91,Good,D,SI2,64.7,57.0,3763.0,6.02,6.04,3.9 +43472,0.59,Ideal,D,SI2,62.4,58.0,1419.0,5.35,5.39,3.35 +46145,0.5,Ideal,G,VS1,62.0,55.0,1746.0,5.11,5.05,3.15 +5682,1.01,Good,F,SI2,62.7,61.0,3886.0,6.28,6.38,3.97 +13893,1.2,Ideal,I,SI1,61.5,60.0,5655.0,6.85,6.8,4.2 +2547,0.7,Good,F,VVS1,59.9,62.0,3206.0,5.69,5.74,3.42 +37758,0.38,Premium,D,VS2,60.9,58.0,998.0,4.67,4.63,2.83 +52813,0.71,Premium,H,VS1,62.4,58.0,2572.0,5.73,5.68,3.56 +29492,0.32,Ideal,F,VS1,61.9,56.0,702.0,4.35,4.4,2.71 +9204,0.91,Fair,E,VS2,61.8,66.0,4550.0,6.11,6.09,3.77 +36593,0.45,Very Good,I,VVS1,63.0,56.0,947.0,4.88,4.9,3.08 +22406,1.52,Good,H,VS2,63.3,57.0,10428.0,7.32,7.33,4.64 +44788,0.5,Premium,E,VS2,61.3,60.0,1624.0,5.07,5.11,3.12 +22152,1.51,Ideal,H,VS1,61.2,58.0,10186.0,7.36,7.42,4.52 +11257,1.22,Very Good,J,SI1,58.8,61.0,4969.0,6.94,7.0,4.1 +20867,1.31,Ideal,G,VS2,61.9,56.0,9085.0,7.08,7.05,4.37 +34432,0.3,Ideal,G,IF,62.5,54.0,863.0,4.31,4.33,2.7 +49230,0.7,Good,H,VS2,63.8,60.0,2083.0,5.59,5.51,3.54 +35193,0.31,Ideal,G,IF,62.1,54.0,891.0,4.35,4.38,2.71 +16112,1.21,Premium,E,SI1,62.9,58.0,6440.0,6.79,6.78,4.27 +44940,0.56,Ideal,G,SI1,61.2,54.0,1633.0,5.36,5.32,3.27 +38280,0.21,Premium,D,VS2,58.3,59.0,386.0,3.96,3.93,2.3 +47209,0.5,Very Good,G,VVS2,60.7,57.0,1838.0,5.1,5.14,3.11 +41707,0.53,Premium,F,SI2,60.5,60.0,1242.0,5.23,5.19,3.15 +47411,0.57,Ideal,E,VS2,61.8,55.0,1851.0,5.34,5.38,3.31 +5090,1.02,Fair,F,SI2,65.5,59.0,3754.0,6.27,6.24,4.1 +33731,0.35,Ideal,H,VVS1,60.5,57.0,839.0,4.58,4.59,2.77 +11095,1.0,Fair,G,VVS2,65.5,54.0,4928.0,6.3,6.22,4.1 +31752,0.4,Premium,D,SI1,61.3,60.0,772.0,4.71,4.75,2.9 +12882,1.07,Very Good,H,SI1,60.4,58.0,5367.0,6.67,6.73,4.05 +35701,0.3,Premium,D,VS2,62.5,59.0,911.0,4.28,4.23,2.66 +27666,2.05,Ideal,H,VS2,61.6,57.0,18659.0,8.2,8.14,5.03 +21672,1.46,Very Good,F,SI1,62.8,59.0,9770.0,7.13,7.18,4.49 +483,0.73,Good,E,SI1,63.6,57.0,2821.0,5.72,5.7,3.63 +4364,0.9,Good,F,SI1,63.9,58.0,3604.0,6.12,6.08,3.9 +20439,1.64,Very Good,G,SI2,60.9,57.0,8794.0,7.57,7.61,4.62 +52324,0.7,Premium,G,VS1,59.3,62.0,2496.0,5.8,5.74,3.42 +21706,0.31,Ideal,G,VS1,60.6,56.0,627.0,4.38,4.4,2.66 +18298,1.12,Premium,F,VS2,62.8,56.0,7437.0,6.67,6.61,4.17 +26940,2.12,Premium,H,SI2,59.1,59.0,16992.0,8.47,8.43,4.99 +15106,1.22,Very Good,H,SI1,61.2,60.0,6071.0,6.83,6.9,4.2 +7064,0.33,Ideal,I,VVS2,62.7,54.0,579.0,4.42,4.45,2.78 +3184,0.74,Ideal,F,VS1,62.0,54.8,3340.0,5.81,5.83,3.61 +19093,1.08,Very Good,G,VVS2,63.1,56.0,7862.0,6.58,6.51,4.13 +30735,0.41,Good,G,SI1,64.2,57.0,739.0,4.67,4.71,3.01 +13532,1.35,Premium,J,SI1,60.9,59.0,5546.0,7.07,7.12,4.32 +47733,0.7,Very Good,I,SI1,63.8,59.0,1890.0,5.56,5.6,3.56 +33798,0.32,Ideal,G,VVS1,61.4,55.0,842.0,4.42,4.44,2.72 +2174,0.73,Ideal,F,VS1,62.9,56.0,3135.0,5.71,5.77,3.61 +40017,0.42,Ideal,H,VVS1,62.8,57.0,1108.0,4.79,4.79,3.01 +4884,0.97,Good,J,VS2,60.0,56.0,3717.0,6.4,6.46,3.86 +2264,0.7,Very Good,E,VVS2,59.2,61.0,3154.0,5.79,5.84,3.44 +33251,0.45,Ideal,I,VS1,61.9,54.0,825.0,4.95,4.97,3.07 +14094,1.32,Very Good,H,SI1,63.5,57.0,5717.0,6.88,6.92,4.38 +34822,0.3,Very Good,H,VVS1,63.3,55.0,878.0,4.34,4.29,2.73 +10864,1.01,Premium,G,SI1,59.9,56.0,4875.0,6.6,6.45,3.91 +41875,0.5,Very Good,D,SI1,63.5,57.0,1257.0,5.09,5.05,3.22 +49408,0.7,Very Good,H,SI1,63.5,57.0,2106.0,5.59,5.66,3.59 +36263,0.44,Ideal,E,VS2,61.6,54.0,936.0,4.9,4.97,3.04 +30711,0.33,Ideal,E,VS2,61.3,55.0,738.0,4.46,4.5,2.75 +15484,1.54,Premium,J,VS2,59.3,59.0,6202.0,7.54,7.5,4.46 +33831,0.4,Ideal,F,VS2,62.6,54.0,843.0,4.73,4.78,2.98 +10426,1.09,Good,H,SI1,63.2,57.0,4784.0,6.54,6.57,4.14 +27872,0.42,Good,D,SI2,63.2,57.0,653.0,4.75,4.77,3.01 +24161,2.01,Premium,I,SI2,62.0,56.0,12338.0,8.01,7.87,4.92 +20460,1.71,Fair,I,SI2,65.1,60.0,8800.0,7.5,7.46,4.87 +51998,0.71,Premium,G,VS2,63.0,54.0,2443.0,5.69,5.64,3.57 +12121,0.91,Premium,D,VS2,62.0,58.0,5167.0,6.2,6.15,3.83 +22517,1.51,Fair,G,VS2,58.1,67.0,10553.0,7.59,7.49,4.38 +36288,0.32,Premium,G,SI1,62.6,58.0,477.0,4.35,4.37,2.73 +40376,0.54,Good,H,SI1,59.4,65.0,1131.0,5.31,5.22,3.13 +1609,1.0,Fair,E,SI2,55.4,62.0,3011.0,6.63,6.59,3.66 +15697,0.29,Ideal,G,VVS1,62.8,54.0,607.0,4.21,4.24,2.65 +3737,0.3,Ideal,F,VS2,61.1,55.0,569.0,4.37,4.32,2.66 +23786,1.14,Ideal,F,VVS1,62.2,56.0,11844.0,6.69,6.67,4.16 +23821,1.17,Ideal,F,VVS1,62.1,57.0,11886.0,6.82,6.73,4.21 +29349,0.31,Ideal,G,VS2,61.4,56.0,698.0,4.36,4.34,2.67 +45614,0.69,Fair,G,SI2,65.4,63.0,1691.0,5.49,5.43,3.57 +42473,0.5,Very Good,I,VS1,61.5,55.0,1317.0,5.12,5.16,3.16 +18301,1.47,Very Good,H,SI2,59.3,59.0,7438.0,7.34,7.39,4.37 +4064,0.31,Good,D,SI1,63.5,57.0,571.0,4.28,4.32,2.73 +31838,0.34,Ideal,G,VVS2,62.6,54.0,775.0,4.44,4.47,2.79 +41759,0.43,Ideal,H,IF,62.2,55.0,1245.0,4.84,4.87,3.02 +49689,0.7,Very Good,H,VS1,62.2,57.0,2145.0,5.67,5.72,3.54 +517,0.71,Premium,D,VS2,61.2,59.0,2824.0,5.74,5.69,3.5 +3672,0.78,Premium,E,VS1,62.5,57.0,3444.0,5.94,5.9,3.7 +15493,1.0,Very Good,E,SI1,61.4,60.0,6207.0,6.4,6.44,3.94 +28596,0.3,Premium,G,VS2,62.2,60.0,675.0,4.25,4.24,2.64 +36675,0.3,Premium,D,VVS2,60.7,59.0,950.0,4.34,4.33,2.63 +5875,1.04,Very Good,J,SI2,63.2,58.6,3924.0,6.35,6.39,4.03 +26813,2.09,Ideal,H,SI2,60.6,57.0,16703.0,8.3,8.2,5.0 +49195,0.7,Very Good,H,SI2,60.0,60.0,2077.0,5.76,5.8,3.47 +12746,1.33,Premium,G,SI2,59.2,62.0,5318.0,7.22,7.16,4.26 +27268,2.12,Very Good,F,SI2,60.6,58.0,17694.0,8.27,8.32,5.03 +47669,0.31,Good,G,VS2,64.4,54.0,531.0,4.24,4.29,2.75 +34735,0.37,Ideal,E,VS1,61.2,56.0,876.0,4.64,4.67,2.85 +40546,0.45,Good,D,VS2,63.7,61.0,1149.0,4.81,4.73,3.04 +6374,0.32,Premium,E,SI2,61.7,60.0,576.0,4.41,4.38,2.71 +46253,0.57,Ideal,D,SI1,61.0,57.0,1754.0,5.31,5.34,3.25 +49406,0.5,Very Good,E,VVS2,59.1,61.0,2106.0,5.19,5.23,3.08 +20566,1.21,Premium,F,VS2,61.5,57.0,8877.0,6.81,6.74,4.17 +17257,1.04,Premium,F,VS2,61.7,59.0,6906.0,6.49,6.45,3.99 +52860,0.76,Ideal,H,SI1,62.0,56.0,2578.0,5.89,5.85,3.64 +10700,1.01,Very Good,F,SI1,63.5,59.0,4846.0,6.39,6.3,4.03 +46071,0.46,Premium,F,VVS1,61.4,57.0,1736.0,4.99,4.95,3.05 +14384,0.3,Very Good,G,VS1,62.8,59.0,605.0,4.23,4.27,2.67 +5751,1.01,Good,G,SI2,64.5,61.0,3895.0,6.24,6.31,4.05 +32792,0.33,Premium,E,VS2,61.9,58.0,804.0,4.47,4.42,2.75 +32898,0.36,Ideal,E,SI1,62.0,57.0,810.0,4.57,4.53,2.82 +42954,0.3,Premium,J,VS1,62.6,58.0,506.0,4.31,4.28,2.69 +53046,0.71,Very Good,E,SI1,61.7,61.0,2606.0,5.74,5.76,3.55 +24518,1.58,Very Good,D,SI1,62.4,60.0,12799.0,7.41,7.44,4.63 +40216,0.39,Ideal,E,VS1,60.2,56.0,1123.0,4.79,4.78,2.88 +6277,1.0,Good,I,SI1,63.2,56.0,4015.0,6.31,6.37,4.01 +29769,0.3,Ideal,I,VVS1,61.1,57.0,709.0,4.36,4.32,2.65 +41772,0.54,Ideal,E,SI2,60.6,57.0,1246.0,5.25,5.28,3.19 +19834,1.11,Ideal,G,VS2,61.6,56.0,8400.0,6.62,6.65,4.09 +51860,0.76,Premium,F,SI2,62.3,55.0,2425.0,5.88,5.84,3.65 +42710,0.56,Premium,G,SI1,60.2,59.0,1340.0,5.34,5.36,3.22 +25703,0.35,Very Good,D,SI1,60.2,57.0,644.0,4.56,4.61,2.76 +4186,0.88,Ideal,H,SI1,61.6,56.0,3557.0,6.13,6.17,3.79 +32989,0.38,Ideal,D,SI2,61.1,56.0,812.0,4.71,4.65,2.86 +7111,1.19,Premium,D,SI2,58.6,61.0,4168.0,6.93,6.89,4.05 +31805,0.43,Very Good,G,SI1,58.9,60.0,774.0,4.94,4.97,2.92 +1845,0.7,Very Good,E,VS1,62.2,57.0,3063.0,5.63,5.68,3.52 +21746,1.0,Very Good,E,VVS2,59.1,58.0,9815.0,6.5,6.57,3.86 +34745,0.41,Good,H,SI1,63.8,56.0,876.0,4.74,4.69,3.01 +19966,1.59,Very Good,J,VS1,60.7,59.0,8515.0,7.49,7.54,4.56 +19427,1.01,Ideal,F,VS1,60.9,57.0,8077.0,6.52,6.49,3.96 +19117,1.01,Premium,F,VVS1,62.5,58.0,7882.0,6.41,6.35,3.99 +803,0.73,Premium,E,VS2,62.5,61.0,2862.0,5.78,5.64,3.59 +41928,0.4,Premium,D,VVS2,60.4,59.0,1263.0,4.76,4.77,2.88 +28387,0.33,Premium,H,VS2,61.3,60.0,668.0,4.47,4.44,2.73 +21059,0.31,Ideal,G,VS1,61.5,56.0,625.0,4.39,4.43,2.71 +6524,0.91,Ideal,D,SI2,62.6,54.0,4067.0,6.22,6.25,3.9 +12785,1.0,Ideal,E,SI1,61.6,57.0,5331.0,6.37,6.45,3.95 +3955,0.7,Ideal,E,VS2,60.8,56.0,3504.0,5.74,5.78,3.5 +30099,0.32,Ideal,H,VS1,63.0,55.0,720.0,4.42,4.4,2.78 +33450,0.32,Ideal,G,VS1,63.0,55.0,828.0,4.38,4.35,2.75 +9953,0.9,Very Good,G,VVS1,63.3,58.0,4697.0,6.05,6.14,3.86 +39605,0.32,Ideal,F,SI1,61.9,55.0,491.0,4.38,4.41,2.72 +46888,0.7,Very Good,G,SI2,63.3,57.0,1814.0,5.61,5.51,3.52 +10427,1.09,Ideal,H,SI1,62.2,56.0,4784.0,6.56,6.59,4.09 +31629,0.3,Ideal,H,SI1,62.2,57.0,450.0,4.27,4.31,2.67 +6398,1.01,Premium,G,SI2,61.8,58.0,4038.0,6.39,6.36,3.94 +33486,0.32,Ideal,F,VS2,62.6,55.0,828.0,4.41,4.38,2.75 +11422,1.07,Ideal,I,SI1,61.7,56.1,5002.0,6.57,6.59,4.06 +25698,0.35,Very Good,D,SI1,63.0,57.0,644.0,4.46,4.52,2.83 +47621,0.55,Ideal,G,VS1,60.9,55.0,1881.0,5.32,5.29,3.23 +40325,0.39,Premium,E,VVS2,59.5,58.0,1126.0,4.77,4.74,2.83 +19715,1.51,Ideal,H,SI1,61.9,57.0,8287.0,7.37,7.32,4.55 +40205,0.53,Good,J,VS2,63.8,57.0,1122.0,5.12,5.1,3.26 +39785,0.3,Ideal,G,VVS1,62.1,56.0,1094.0,4.35,4.28,2.68 +17860,2.0,Ideal,H,I1,62.5,57.0,7204.0,8.05,7.98,5.01 +33591,0.37,Premium,E,SI1,59.9,59.0,833.0,4.7,4.68,2.81 +24327,1.25,Ideal,F,VVS1,62.2,56.0,12584.0,6.89,6.93,4.3 +34940,0.31,Good,I,SI1,64.3,55.0,377.0,4.27,4.29,2.75 +18374,0.3,Ideal,D,VS2,62.3,56.0,616.0,4.29,4.31,2.68 +12081,1.06,Ideal,D,SI2,62.3,55.0,5159.0,6.5,6.54,4.06 +26647,2.18,Ideal,J,VS2,60.3,57.0,16427.0,8.41,8.45,5.08 +40805,0.43,Ideal,H,VVS1,62.3,54.0,1169.0,4.85,4.84,3.02 +25227,2.24,Premium,J,SI2,62.2,59.0,13827.0,8.37,8.33,5.19 +32766,0.34,Ideal,D,SI1,60.1,57.0,803.0,4.56,4.52,2.73 +38238,0.41,Very Good,D,VS1,61.7,58.0,1018.0,4.76,4.8,2.95 +40894,0.51,Ideal,E,SI2,62.7,53.0,1177.0,5.09,5.12,3.2 +15621,1.0,Good,F,VS2,63.3,55.0,6267.0,6.29,6.34,4.0 +31586,0.35,Ideal,E,VS2,62.0,55.0,767.0,4.52,4.54,2.81 +46934,0.52,Ideal,E,VS2,61.1,55.0,1815.0,5.27,5.2,3.2 +5005,1.03,Good,D,SI2,57.2,59.0,3743.0,6.66,6.63,3.8 +34472,0.38,Very Good,E,VS2,59.2,60.0,866.0,4.73,4.77,2.81 +28696,0.32,Ideal,G,VS1,62.4,56.0,679.0,4.37,4.38,2.73 +15377,0.35,Premium,I,SI1,62.5,58.0,606.0,4.53,4.49,2.82 +29163,0.33,Very Good,E,SI1,63.1,56.0,693.0,4.45,4.42,2.8 +35948,0.3,Ideal,F,SI1,62.4,55.0,475.0,4.3,4.32,2.69 +48150,0.53,Ideal,G,VVS2,61.8,58.0,1941.0,5.18,5.2,3.21 +44189,0.51,Very Good,D,SI1,60.9,59.0,1569.0,5.13,5.19,3.14 +46933,0.52,Premium,G,VS1,62.4,60.0,1815.0,5.12,5.11,3.19 +8237,0.85,Ideal,G,VS1,61.8,55.0,4373.0,6.09,6.11,3.77 +26286,2.09,Very Good,F,SI2,60.2,61.0,15773.0,8.32,8.29,5.0 +22554,1.69,Premium,I,VS2,62.4,58.0,10600.0,7.66,7.53,4.74 +11388,0.34,Ideal,H,VS1,62.7,55.0,596.0,4.48,4.51,2.82 +18571,1.01,Premium,D,VS1,62.1,58.0,7575.0,6.4,6.37,3.97 +9122,0.96,Good,H,VS1,63.9,54.0,4535.0,6.22,6.27,3.99 +51844,0.74,Ideal,G,SI2,62.7,56.0,2423.0,5.75,5.8,3.62 +24659,1.5,Very Good,F,VS2,61.9,60.0,13001.0,7.29,7.32,4.52 +32695,0.31,Premium,F,VS2,61.4,58.0,802.0,4.4,4.36,2.69 +53843,0.71,Ideal,H,VVS1,62.0,57.0,2739.0,5.71,5.75,3.55 +51848,0.7,Premium,F,SI1,62.2,59.0,2423.0,5.73,5.69,3.55 +14726,0.3,Very Good,H,VVS2,60.6,58.0,605.0,4.33,4.35,2.63 +38353,0.47,Very Good,F,SI1,61.1,61.0,1021.0,4.97,5.01,3.05 +39014,0.43,Ideal,G,VVS2,61.4,55.0,1056.0,4.83,4.88,2.98 +7885,1.21,Premium,F,SI2,62.4,60.0,4310.0,6.77,6.73,4.21 +41342,0.42,Ideal,H,IF,61.9,56.0,1216.0,4.79,4.81,2.97 +43112,0.51,Ideal,H,VS2,61.3,57.0,1385.0,5.14,5.16,3.16 +37890,0.36,Ideal,G,IF,62.0,57.0,1006.0,4.54,4.58,2.82 +40990,0.42,Premium,E,VS1,59.5,59.0,1181.0,4.88,4.86,2.9 +49685,0.72,Premium,H,SI2,61.8,56.0,2144.0,5.79,5.73,3.56 +36872,0.42,Premium,E,VS2,61.0,59.0,958.0,4.82,4.85,2.95 +34386,0.41,Very Good,F,VS2,62.6,57.0,863.0,4.71,4.74,2.96 +53861,0.71,Premium,D,SI1,60.9,59.0,2743.0,5.72,5.71,3.48 +41780,0.35,Ideal,D,VVS1,61.5,57.0,1247.0,4.55,4.52,2.79 +23191,1.29,Ideal,F,VS1,60.7,57.0,11197.0,7.08,7.05,4.29 +37637,0.4,Premium,D,SI1,61.6,58.0,990.0,4.73,4.69,2.9 +29553,0.25,Ideal,F,VVS1,62.3,56.0,705.0,4.01,4.03,2.5 +1205,0.7,Ideal,D,SI2,62.6,54.0,2936.0,5.69,5.72,3.57 +42051,0.42,Good,E,VVS2,64.1,57.0,1269.0,4.7,4.73,3.02 +43682,0.5,Ideal,F,VS2,61.2,57.0,1436.0,5.1,5.13,3.13 +12731,1.07,Ideal,F,SI2,61.4,56.0,5313.0,6.57,6.63,4.05 +4303,0.84,Premium,E,VS2,62.4,60.0,3591.0,5.98,6.04,3.75 +8658,1.08,Ideal,H,SI2,59.3,57.0,4455.0,6.71,6.74,3.99 +29222,0.34,Ideal,I,IF,62.1,54.0,695.0,4.49,4.53,2.8 +28510,0.3,Premium,F,VS2,58.8,60.0,673.0,4.41,4.37,2.58 +30386,0.33,Ideal,G,VVS2,61.7,55.0,730.0,4.46,4.49,2.76 +5299,1.0,Good,F,SI2,63.4,60.0,3801.0,6.28,6.33,4.0 +14701,0.3,Ideal,F,VS2,62.3,57.0,605.0,4.3,4.33,2.69 +25553,2.09,Ideal,H,SI1,60.6,57.0,14383.0,8.34,8.29,5.04 +20864,1.59,Premium,E,SI2,60.5,59.0,9082.0,7.59,7.55,4.58 +45343,0.52,Very Good,H,VVS1,63.9,59.0,1664.0,5.08,5.1,3.25 +36712,0.33,Ideal,E,VVS2,61.8,56.0,953.0,4.46,4.44,2.75 +5619,1.0,Good,H,SI2,63.2,59.0,3874.0,6.24,6.29,3.96 +47657,0.34,Ideal,D,I1,62.5,57.0,530.0,4.49,4.47,2.8 +1898,0.71,Premium,D,VS2,60.3,62.0,3077.0,5.76,5.69,3.45 +19022,0.27,Ideal,F,VVS2,61.4,57.0,620.0,4.17,4.2,2.57 +25589,1.26,Ideal,E,VVS2,61.1,57.0,14429.0,7.0,6.98,4.27 +22461,2.0,Fair,I,SI2,67.7,57.0,10483.0,7.88,7.64,5.26 +32964,0.3,Ideal,F,SI1,62.5,57.0,461.0,4.27,4.31,2.68 +39459,0.47,Very Good,D,SI2,61.5,55.0,1078.0,5.0,5.04,3.09 +1491,0.83,Premium,D,SI1,61.3,58.0,2990.0,6.03,6.0,3.69 +50358,0.78,Ideal,G,SI2,61.7,55.0,2246.0,5.92,5.88,3.64 +19595,1.12,Premium,G,VVS1,58.9,60.0,8219.0,6.91,6.78,4.03 +7846,0.93,Very Good,E,SI1,62.8,56.0,4304.0,6.19,6.24,3.9 +50632,0.23,Very Good,E,VS2,60.8,58.0,402.0,3.98,4.02,2.43 +13614,1.04,Ideal,G,SI1,61.9,53.0,5570.0,6.53,6.54,4.05 +37211,0.34,Ideal,G,IF,60.9,56.0,974.0,4.5,4.53,2.75 +36014,0.39,Premium,J,VVS1,61.8,56.0,921.0,4.71,4.64,2.89 +24731,2.23,Premium,J,SI1,62.1,59.0,13069.0,8.29,8.33,5.16 +12429,1.03,Ideal,G,SI1,61.1,57.0,5241.0,6.58,6.54,4.01 +19596,1.51,Very Good,H,VS2,63.1,57.0,8219.0,7.24,7.21,4.56 +32670,0.31,Premium,G,VS1,59.6,61.0,802.0,4.38,4.35,2.6 +48829,0.71,Good,G,VS2,63.5,59.0,2029.0,5.63,5.67,3.59 +32009,0.31,Ideal,D,VVS2,60.9,57.0,777.0,4.38,4.42,2.68 +28652,0.3,Premium,E,SI1,62.3,58.0,675.0,4.32,4.29,2.68 +22722,1.58,Ideal,H,SI1,61.4,56.0,10738.0,7.53,7.46,4.6 +11101,0.82,Ideal,F,VS2,61.3,56.0,4931.0,6.02,6.05,3.7 +26716,0.32,Ideal,F,VS2,62.2,55.0,645.0,4.35,4.37,2.71 +16944,1.05,Very Good,G,VS1,61.8,58.0,6766.0,6.5,6.55,4.03 +5001,0.87,Premium,D,SI1,58.8,56.0,3742.0,6.3,6.26,3.69 +46665,0.56,Ideal,H,VVS1,62.3,55.0,1787.0,5.26,5.3,3.29 +9396,1.03,Ideal,F,SI2,60.5,58.0,4586.0,6.55,6.49,3.94 +34700,0.32,Premium,F,VS1,62.1,60.0,874.0,4.37,4.33,2.7 +52858,0.72,Very Good,E,SI1,62.1,57.0,2578.0,5.69,5.75,3.55 +45057,0.58,Premium,E,SI1,62.7,58.0,1641.0,5.33,5.32,3.34 +44611,0.53,Ideal,E,SI1,62.0,55.0,1607.0,5.21,5.17,3.22 +9806,0.91,Very Good,E,SI2,63.2,56.0,4668.0,6.08,6.14,3.86 +48127,0.54,Ideal,E,VS1,61.0,56.0,1939.0,5.24,5.35,3.23 +42731,0.52,Very Good,G,SI1,63.1,58.0,1343.0,5.11,5.13,3.23 +16904,1.03,Premium,G,VS1,60.7,58.0,6749.0,6.55,6.5,3.96 +14510,1.01,Very Good,H,VS2,61.2,57.0,5861.0,6.49,6.41,3.95 +21233,1.15,Ideal,G,VVS1,60.6,56.0,9377.0,6.83,6.8,4.13 +42406,0.57,Very Good,H,SI1,63.1,54.0,1309.0,5.3,5.28,3.34 +27389,0.41,Premium,J,VS1,62.1,58.0,647.0,4.75,4.79,2.96 +40263,0.33,Very Good,G,SI1,61.6,57.0,492.0,4.42,4.45,2.73 +44396,0.5,Premium,G,VS1,62.5,60.0,1583.0,5.13,5.08,3.19 +11742,1.25,Premium,J,SI1,62.0,58.0,5073.0,6.88,6.9,4.27 +44139,0.59,Premium,F,SI1,62.4,59.0,1561.0,5.37,5.33,3.34 +9668,0.7,Very Good,E,VVS1,63.2,57.0,4644.0,5.62,5.67,3.57 +18539,1.53,Premium,J,VS2,62.9,59.0,7554.0,7.34,7.31,4.61 +909,0.79,Very Good,F,SI1,62.7,60.0,2878.0,5.82,5.89,3.67 +37774,0.41,Ideal,E,VS2,62.3,56.0,999.0,4.77,4.74,2.96 +44706,0.57,Ideal,E,SI1,61.9,56.0,1613.0,5.33,5.3,3.29 +22001,1.34,Ideal,G,VS1,62.7,57.0,10070.0,7.1,7.04,4.43 +10938,1.01,Very Good,F,SI1,59.5,62.0,4899.0,6.45,6.53,3.86 +35750,0.3,Premium,D,VS2,62.9,59.0,911.0,4.27,4.22,2.67 +40739,0.54,Ideal,E,SI2,62.1,56.0,1163.0,5.18,5.22,3.23 +5223,1.01,Premium,I,SI1,62.8,58.0,3782.0,6.4,6.34,4.0 +16083,1.0,Ideal,F,VS2,61.7,58.0,6424.0,6.37,6.43,3.95 +30936,0.24,Very Good,H,VVS2,61.5,56.0,449.0,3.99,4.01,2.46 +44410,0.53,Ideal,E,SI1,61.9,55.0,1585.0,5.2,5.24,3.23 +16303,1.01,Good,E,VS2,58.0,60.0,6522.0,6.64,6.68,3.86 +1649,0.7,Good,E,VS1,60.2,61.0,3018.0,5.71,5.75,3.45 +10507,1.02,Ideal,E,SI2,60.3,57.0,4798.0,6.53,6.5,3.95 +49575,0.5,Very Good,E,VVS2,61.5,60.0,2132.0,5.04,5.08,3.11 +15623,1.01,Very Good,E,SI1,60.8,59.0,6268.0,6.43,6.5,3.93 +35257,0.4,Ideal,E,VVS2,61.1,57.0,895.0,4.77,4.79,2.92 +35146,0.4,Very Good,F,VS1,61.3,54.0,890.0,4.8,4.83,2.95 +31734,0.31,Ideal,G,VVS1,62.4,56.0,772.0,4.33,4.36,2.71 +34713,0.37,Premium,I,VVS1,61.6,59.0,874.0,4.66,4.62,2.86 +14868,1.01,Good,H,VVS2,63.3,57.0,5988.0,6.35,6.39,4.03 +35394,0.41,Very Good,G,VS1,61.7,57.0,899.0,4.75,4.78,2.94 +577,0.8,Ideal,H,VS2,62.8,57.0,2834.0,5.91,5.87,3.7 +38424,0.42,Very Good,H,VVS1,60.9,62.0,1026.0,4.8,4.86,2.94 +4352,0.7,Ideal,F,VVS1,61.0,57.0,3602.0,5.71,5.76,3.5 +36701,0.35,Ideal,D,VS1,60.8,57.0,952.0,4.61,4.57,2.79 +11695,1.01,Very Good,I,VS2,60.9,59.0,5067.0,6.42,6.45,3.92 +32582,0.32,Good,E,VS2,58.8,63.0,801.0,4.48,4.54,2.65 +9389,0.32,Ideal,D,SI1,62.5,54.0,589.0,4.39,4.41,2.75 +15840,1.01,Premium,G,VS1,61.2,58.0,6335.0,6.47,6.33,3.92 +9382,0.32,Good,D,SI1,63.5,55.0,589.0,4.31,4.35,2.75 +37009,0.33,Ideal,H,VVS1,62.2,55.0,965.0,4.44,4.4,2.75 +28822,0.41,Very Good,H,SI1,62.6,59.0,683.0,4.72,4.77,2.97 +31105,0.36,Ideal,E,VS1,61.5,55.0,753.0,4.58,4.66,2.84 +16739,0.41,Premium,G,SI2,61.4,58.0,611.0,4.75,4.8,2.93 +43623,0.57,Very Good,G,SI1,61.1,57.0,1433.0,5.32,5.35,3.26 +43016,0.5,Ideal,I,VVS1,62.4,53.0,1370.0,5.1,5.12,3.19 +44382,0.5,Ideal,F,VS2,62.0,56.0,1581.0,5.07,5.11,3.15 +20916,1.52,Good,I,SI1,64.0,58.0,9129.0,7.2,7.27,4.63 +48818,0.51,Premium,G,VVS1,62.4,58.0,2027.0,5.13,5.09,3.19 +25220,1.5,Ideal,G,VS1,61.3,53.9,13820.0,7.37,7.42,4.53 +39737,0.38,Ideal,D,VS1,62.1,53.9,1092.0,4.65,4.67,2.9 +9383,0.32,Ideal,D,SI1,62.0,55.0,589.0,4.37,4.47,2.74 +13100,1.01,Very Good,D,SI1,60.7,58.0,5422.0,6.49,6.45,3.93 +42629,0.32,Ideal,H,VS2,61.3,55.0,505.0,4.4,4.44,2.71 +5199,0.9,Good,F,SI1,62.7,58.0,3780.0,6.11,6.13,3.84 +28363,0.35,Ideal,E,SI1,60.7,56.0,667.0,4.57,4.59,2.78 +19638,1.26,Ideal,D,VS2,62.5,57.0,8256.0,6.9,6.85,4.3 +14269,1.01,Very Good,G,VS2,62.9,60.0,5779.0,6.28,6.35,3.97 +6880,0.82,Ideal,G,VVS2,62.1,56.0,4130.0,5.97,6.01,3.72 +47789,0.52,Ideal,E,VS2,60.5,56.0,1897.0,5.27,5.21,3.17 +6254,0.93,Premium,F,SI1,58.8,60.0,4010.0,6.49,6.37,3.78 +14332,1.16,Ideal,D,SI1,62.0,56.0,5805.0,6.73,6.76,4.18 +42885,0.5,Ideal,E,SI2,60.7,56.0,1359.0,5.16,5.19,3.14 +1452,0.81,Ideal,F,SI1,61.9,57.0,2977.0,5.98,6.01,3.71 +38160,0.34,Ideal,E,VVS1,62.0,56.0,1014.0,4.48,4.52,2.79 +27387,0.41,Very Good,J,VS1,60.8,61.0,647.0,4.72,4.79,2.89 +30071,0.32,Premium,G,VS2,62.3,60.0,720.0,4.4,4.37,2.73 +11390,0.34,Very Good,G,VS2,61.2,62.0,596.0,4.44,4.48,2.73 +14789,1.01,Fair,G,VS2,65.1,56.0,5950.0,6.2,6.15,4.02 +35333,0.34,Ideal,G,VS1,61.3,55.0,898.0,4.52,4.55,2.78 +10745,1.0,Good,F,SI1,63.6,58.0,4851.0,6.27,6.31,4.0 +10020,1.11,Ideal,I,SI1,61.9,57.0,4709.0,6.62,6.67,4.11 +14902,1.26,Very Good,F,SI2,63.4,55.0,5998.0,6.92,6.9,4.38 +19255,1.3,Very Good,G,SI1,61.0,57.0,7985.0,7.01,7.06,4.29 +26899,1.54,Premium,D,VS2,59.3,59.0,16889.0,7.61,7.54,4.49 +42625,0.32,Very Good,H,VS2,60.7,61.0,505.0,4.39,4.41,2.67 +41179,0.4,Premium,G,VVS1,61.7,58.0,1200.0,4.71,4.69,2.9 +12411,1.05,Very Good,H,VS2,63.3,58.0,5236.0,6.42,6.48,4.08 +1245,0.79,Very Good,H,VS2,61.5,55.0,2945.0,5.89,5.94,3.64 +44053,0.53,Ideal,G,SI1,61.1,55.0,1549.0,5.24,5.26,3.21 +3125,0.9,Premium,H,SI2,62.1,59.0,3326.0,6.13,6.04,3.78 +28503,0.29,Ideal,G,IF,60.6,57.0,673.0,4.28,4.31,2.6 +39562,0.36,Ideal,E,VS2,60.2,56.0,1080.0,4.65,4.62,2.79 +49997,0.58,Fair,E,VS1,57.9,56.0,2192.0,5.52,5.49,3.19 +36916,0.41,Premium,G,VS1,60.7,58.0,961.0,4.83,4.79,2.92 +8318,0.9,Ideal,F,SI1,62.2,55.0,4390.0,6.16,6.21,3.85 +53836,0.7,Premium,G,VVS2,59.6,61.0,2737.0,5.86,5.78,3.47 +15966,1.23,Ideal,I,SI1,61.8,58.0,6389.0,6.87,6.91,4.26 +52854,0.83,Fair,I,VS2,64.9,58.0,2577.0,5.9,5.84,3.81 +42734,0.51,Ideal,E,SI1,62.0,55.0,1343.0,5.12,5.14,3.18 +16572,1.01,Premium,G,VS1,62.7,58.0,6618.0,6.41,6.38,4.01 +5559,0.74,Ideal,D,VS2,61.8,56.0,3858.0,5.79,5.82,3.59 +10131,1.12,Premium,H,SI1,61.6,58.0,4719.0,6.72,6.62,4.11 +37279,0.23,Very Good,G,VVS1,62.0,56.0,484.0,3.95,3.98,2.46 +3057,0.34,Very Good,F,SI1,59.4,62.0,566.0,4.54,4.59,2.71 +34369,0.41,Ideal,F,VS2,62.7,57.0,863.0,4.73,4.78,2.98 +50718,1.05,Fair,H,I1,61.8,57.0,2293.0,6.51,6.4,3.99 +32862,0.32,Ideal,E,VVS2,61.0,55.0,808.0,4.43,4.45,2.71 +5133,1.0,Fair,I,VS1,65.3,55.0,3763.0,6.34,6.25,4.11 +23195,2.0,Premium,H,SI2,62.1,60.0,11202.0,8.1,8.01,5.3 +13456,1.04,Very Good,F,SI1,62.9,54.0,5525.0,6.46,6.49,4.07 +48894,0.57,Ideal,F,VS1,61.7,55.0,2039.0,5.35,5.39,3.31 +42461,0.5,Very Good,E,SI1,63.0,58.0,1316.0,5.04,5.08,3.19 +53619,0.3,Ideal,D,SI1,61.9,56.0,552.0,4.28,4.31,2.66 +962,0.71,Ideal,F,VS2,61.2,56.0,2891.0,5.73,5.77,3.52 +38010,0.38,Premium,D,VVS2,60.8,55.0,1009.0,4.71,4.67,2.85 +24685,2.11,Premium,J,VS2,59.9,60.0,13046.0,8.36,8.41,5.02 +42791,0.52,Good,F,SI2,58.7,64.0,1350.0,5.24,5.26,3.08 +36188,0.41,Very Good,F,VS1,63.0,57.0,931.0,4.66,4.7,2.95 +45553,0.51,Premium,D,SI1,60.9,59.0,1687.0,5.19,5.13,3.14 +10655,1.01,Ideal,D,SI2,60.5,57.0,4837.0,6.53,6.6,3.97 +3267,0.71,Ideal,E,SI1,61.9,55.0,3360.0,5.74,5.77,3.56 +7559,1.03,Good,E,SI2,63.8,62.0,4250.0,6.3,6.37,4.04 +45604,0.71,Premium,J,SI1,62.4,61.0,1690.0,5.68,5.63,3.53 +1011,0.7,Very Good,F,SI1,61.9,58.0,2900.0,5.71,5.72,3.54 +47867,0.52,Ideal,G,VVS2,60.8,57.0,1911.0,5.16,5.21,3.15 +13736,0.33,Ideal,G,VS2,61.7,55.9,604.0,4.45,4.49,2.75 +39499,0.41,Premium,E,VS1,60.1,58.0,1079.0,4.81,4.84,2.9 +33566,0.39,Good,E,VS2,63.1,56.0,830.0,4.63,4.69,2.94 +25473,2.02,Premium,I,SI1,61.4,58.0,14240.0,8.14,8.07,4.98 +19145,1.03,Ideal,F,VS1,61.5,56.0,7906.0,6.47,6.53,4.0 +15608,1.21,Premium,E,SI1,60.0,60.0,6261.0,7.01,6.92,4.18 +26989,1.61,Ideal,G,VS1,61.8,57.0,17076.0,7.48,7.51,4.63 +3695,0.76,Premium,E,VS2,60.5,56.0,3447.0,5.98,5.95,3.61 +402,0.3,Ideal,H,SI1,62.9,57.0,554.0,4.27,4.22,2.67 +3527,0.9,Very Good,I,SI1,61.8,56.0,3407.0,6.19,6.24,3.84 +1996,0.52,Ideal,E,VVS1,61.8,55.0,3097.0,5.19,5.2,3.21 +8779,0.9,Good,D,SI1,58.5,63.0,4469.0,6.21,6.3,3.66 +26370,0.32,Ideal,F,VS2,62.4,54.0,645.0,4.38,4.4,2.74 +5421,0.91,Premium,F,SI2,62.5,56.0,3822.0,6.21,6.15,3.86 +47379,0.54,Ideal,G,VS1,61.3,57.0,1847.0,5.28,5.25,3.23 +29613,0.27,Very Good,G,VS1,61.9,56.0,439.0,4.14,4.17,2.57 +20614,1.01,Very Good,E,VVS2,63.3,58.0,8912.0,6.39,6.31,4.02 +359,0.72,Ideal,G,VS2,62.8,56.0,2805.0,5.74,5.7,3.59 +44180,0.51,Premium,E,VS2,61.6,58.0,1567.0,5.18,5.15,3.18 +14154,1.01,Premium,E,SI1,62.8,58.0,5741.0,6.38,6.33,3.99 +14430,1.21,Very Good,H,SI1,62.4,58.0,5826.0,6.83,6.79,4.25 +18429,1.04,Premium,F,VS1,59.4,60.0,7495.0,6.56,6.58,3.9 +3712,1.02,Ideal,J,VVS2,62.7,57.0,3451.0,6.45,6.37,4.02 +37507,0.5,Good,F,SI2,57.7,62.0,984.0,5.22,5.18,3.0 +4574,0.92,Premium,G,SI2,58.4,58.0,3648.0,6.4,6.34,3.73 +41038,0.41,Premium,E,VVS2,61.8,59.0,1187.0,4.74,4.78,2.94 +49095,0.51,Very Good,G,IF,63.8,58.0,2063.0,5.06,5.09,3.24 +33973,0.31,Ideal,G,VVS2,62.7,57.0,846.0,4.35,4.32,2.72 +36027,0.36,Good,E,VVS1,58.2,56.0,923.0,4.68,4.74,2.74 +38046,0.41,Ideal,H,VVS1,61.5,55.0,1011.0,4.81,4.79,2.95 +24799,1.24,Ideal,G,IF,62.0,55.0,13178.0,6.93,6.89,4.29 +48198,0.46,Premium,D,VVS1,60.0,59.0,1947.0,5.04,5.0,3.01 +42143,0.52,Premium,G,SI1,60.7,59.0,1280.0,5.22,5.19,3.16 +12735,1.11,Premium,H,SI1,62.8,61.0,5315.0,6.63,6.56,4.14 +25357,0.28,Very Good,E,VVS2,60.0,56.0,642.0,4.26,4.28,2.56 +42235,0.4,Ideal,E,VS1,61.1,57.0,1291.0,4.75,4.78,2.97 +13544,1.13,Very Good,H,VS2,61.4,61.0,5548.0,6.67,6.71,4.11 +193,0.7,Premium,E,VS2,61.1,60.0,2777.0,5.71,5.64,3.47 +28905,0.3,Very Good,H,VVS1,62.6,60.0,684.0,4.21,4.26,2.65 +12056,0.34,Premium,I,VVS2,61.5,60.0,596.0,4.45,4.49,2.75 +233,0.72,Very Good,F,VS2,63.6,58.0,2787.0,5.66,5.69,3.61 +47035,0.55,Ideal,F,VS2,61.1,57.0,1819.0,5.3,5.27,3.23 +50133,0.67,Premium,F,VS2,62.5,59.0,2211.0,5.58,5.53,3.47 +36040,0.41,Premium,G,SI1,61.4,60.0,923.0,4.82,4.75,2.94 +1521,0.7,Ideal,D,VS2,62.8,57.0,2998.0,5.69,5.75,3.59 +5066,0.3,Premium,G,SI1,61.6,59.0,574.0,4.28,4.26,2.63 +45498,0.52,Very Good,F,VS2,60.0,61.5,1680.0,5.19,5.23,3.13 +7894,1.12,Very Good,I,SI1,60.6,60.0,4312.0,6.73,6.77,4.09 +31381,0.31,Ideal,F,VVS2,62.4,55.0,761.0,4.33,4.36,2.71 +49416,0.63,Ideal,D,VS2,61.1,55.0,2106.0,5.6,5.56,3.41 +1570,0.91,Very Good,G,SI2,62.8,59.0,3006.0,6.09,6.14,3.84 +23001,1.01,Ideal,D,VVS2,61.1,57.0,11057.0,6.49,6.47,3.96 +37968,0.41,Ideal,G,VVS2,60.4,56.0,1007.0,4.8,4.83,2.91 +8212,0.9,Good,F,VS2,63.1,57.0,4370.0,6.13,6.16,3.88 +49111,0.52,Ideal,G,VVS1,60.7,55.0,2065.0,5.19,5.29,3.18 +35180,0.31,Ideal,G,IF,61.9,54.0,891.0,4.35,4.38,2.7 +32798,0.31,Ideal,D,VVS2,61.2,59.0,805.0,4.37,4.39,2.68 +27932,0.26,Very Good,H,VS1,62.9,54.0,430.0,4.06,4.08,2.56 +41404,0.55,Very Good,I,VS2,61.0,57.0,1224.0,5.31,5.32,3.24 +4986,1.19,Very Good,G,SI2,63.4,56.0,3739.0,6.69,6.56,4.2 +28346,0.33,Ideal,F,VS2,61.2,54.0,666.0,4.47,4.49,2.74 +32300,0.34,Ideal,E,SI2,61.4,55.0,454.0,4.5,4.52,2.77 +23260,1.53,Very Good,F,SI1,62.0,56.0,11267.0,7.39,7.47,4.61 +2722,0.26,Very Good,E,VVS2,58.9,61.0,564.0,4.16,4.19,2.46 +6660,0.72,Ideal,E,VVS2,62.0,54.9,4094.0,5.75,5.78,3.57 +51842,0.74,Very Good,G,SI2,63.8,56.0,2423.0,5.7,5.74,3.65 +32975,0.37,Ideal,E,VS2,62.6,56.0,811.0,4.56,4.61,2.87 +20031,0.3,Very Good,H,SI1,62.9,56.0,421.0,4.28,4.31,2.7 +19904,1.21,Ideal,F,VS2,61.2,57.0,8452.0,6.87,6.82,4.19 +8694,1.02,Premium,I,VS2,62.0,58.0,4459.0,6.44,6.47,4.0 +29537,0.4,Ideal,J,VVS1,62.4,54.0,704.0,4.73,4.75,2.96 +29099,0.36,Ideal,D,SI2,62.3,57.0,689.0,4.57,4.52,2.83 +15938,1.2,Very Good,E,SI1,63.2,57.0,6373.0,6.75,6.69,4.25 +48558,0.7,Fair,F,SI2,57.1,64.0,1990.0,5.81,5.86,3.33 +36881,0.5,Premium,H,SI2,61.0,58.0,958.0,5.14,5.05,3.11 +22116,1.1,Ideal,D,VS1,61.9,56.0,10144.0,6.58,6.61,4.09 +18034,0.35,Premium,H,VS1,62.6,59.0,614.0,4.45,4.5,2.8 +38685,0.3,Ideal,F,VVS1,61.7,57.0,1041.0,4.28,4.31,2.65 +40617,0.24,Very Good,D,VVS2,60.1,57.0,499.0,4.03,4.09,2.44 +6585,1.03,Premium,H,SI2,62.3,59.0,4078.0,6.42,6.46,4.01 +32551,0.3,Fair,E,VS1,64.5,56.0,799.0,4.26,4.2,2.73 +672,0.84,Very Good,H,SI1,61.2,57.0,2847.0,6.1,6.12,3.74 +27583,2.26,Premium,H,SI1,60.3,58.0,18426.0,8.56,8.51,5.15 +52874,0.54,Ideal,F,VVS2,60.7,56.0,2582.0,5.27,5.3,3.21 +33526,0.35,Ideal,D,VS2,62.5,55.0,829.0,4.5,4.55,2.83 +23204,1.06,Ideal,D,VVS2,61.1,56.0,11209.0,6.58,6.59,4.02 +48675,0.71,Very Good,I,SI2,60.4,59.0,2003.0,5.76,5.79,3.49 +37668,0.42,Ideal,E,SI1,62.6,57.0,992.0,4.84,4.81,3.02 +24745,2.26,Very Good,H,SI2,63.2,58.0,13095.0,8.38,8.26,5.26 +9811,1.21,Premium,I,VS2,61.6,61.0,4669.0,6.86,6.8,4.21 +48247,0.49,Very Good,F,VVS1,62.2,56.0,1952.0,5.04,5.08,3.14 +36718,0.42,Very Good,G,VVS2,61.2,56.0,954.0,4.84,4.86,2.97 +6394,0.92,Very Good,F,SI1,62.9,56.0,4037.0,6.2,6.24,3.91 +4759,0.9,Very Good,E,SI1,60.7,61.0,3689.0,6.17,6.19,3.75 +51206,0.73,Ideal,G,SI1,62.1,54.0,2351.0,5.81,5.76,3.59 +33525,0.35,Ideal,E,VS1,62.3,56.0,829.0,4.5,4.52,2.81 +38186,0.41,Ideal,D,SI1,61.4,56.0,1015.0,4.8,4.77,2.94 +45967,0.24,Good,E,VVS1,58.0,60.0,526.0,4.08,4.12,2.38 +17482,2.11,Fair,F,I1,67.6,57.0,7019.0,7.88,7.83,5.31 +23638,2.11,Premium,J,SI2,62.0,60.0,11663.0,8.19,8.24,5.09 +5327,0.71,Very Good,E,VVS1,63.0,57.0,3808.0,5.66,5.7,3.58 +37272,0.26,Ideal,H,VS1,62.1,55.0,482.0,4.07,4.11,2.54 +3122,0.7,Ideal,H,VVS2,60.9,56.0,3325.0,5.76,5.79,3.52 +7330,0.91,Good,G,VS1,63.6,60.0,4209.0,6.11,6.03,3.86 +34651,0.31,Ideal,E,VS2,61.0,56.0,872.0,4.38,4.34,2.66 +14718,0.3,Ideal,F,VS2,60.7,56.0,605.0,4.32,4.34,2.63 +14612,1.01,Very Good,H,VS2,60.2,60.0,5897.0,6.46,6.5,3.9 +1034,0.71,Very Good,G,VS2,62.1,58.0,2905.0,5.65,5.71,3.53 +34046,0.46,Ideal,J,VS1,62.6,53.9,851.0,4.92,4.95,3.09 +28095,0.31,Premium,F,SI1,60.5,60.0,663.0,4.39,4.37,2.65 +51764,0.7,Good,E,SI1,63.6,62.0,2407.0,5.6,5.57,3.55 +36678,0.37,Ideal,E,VS1,60.9,56.0,950.0,4.65,4.68,2.84 +18250,1.2,Ideal,G,VS2,62.6,57.0,7413.0,6.74,6.81,4.24 +27133,1.7,Good,F,VS1,57.6,63.0,17330.0,7.86,7.81,4.51 +24870,1.52,Premium,G,VS2,62.7,58.0,13287.0,7.38,7.29,4.6 +34466,0.38,Ideal,F,VS1,61.3,56.0,865.0,4.67,4.7,2.87 +39205,0.54,Very Good,H,SI1,61.7,54.0,1065.0,5.23,5.27,3.24 +37137,0.33,Ideal,F,IF,62.2,53.0,971.0,4.47,4.5,2.79 +18431,1.5,Very Good,H,SI2,63.1,57.0,7495.0,7.16,7.27,4.55 +8672,1.04,Ideal,G,SI2,60.7,57.0,4455.0,6.61,6.51,3.98 +7990,1.16,Premium,J,SI1,62.2,58.0,4326.0,6.75,6.68,4.18 +4134,1.06,Ideal,F,I1,62.1,55.0,3544.0,6.54,6.57,4.07 +26086,2.41,Premium,J,VS1,61.1,60.0,15320.0,8.66,8.6,5.27 +18131,1.51,Premium,H,SI2,60.2,62.0,7340.0,7.43,7.38,4.46 +40048,0.3,Ideal,D,VVS1,62.2,57.0,1112.0,4.35,4.3,2.69 +4381,0.31,Very Good,D,SI1,61.1,57.0,571.0,4.35,4.36,2.66 +40753,0.4,Premium,F,VVS2,60.8,59.0,1163.0,4.76,4.72,2.88 +12902,1.17,Ideal,H,SI2,61.4,56.0,5373.0,6.83,6.76,4.17 +35777,0.4,Ideal,E,VS2,62.4,56.0,912.0,4.71,4.74,2.95 +16134,1.0,Very Good,G,VS2,62.4,58.0,6449.0,6.31,6.38,3.96 +33216,0.31,Ideal,F,IF,62.3,57.0,821.0,4.25,4.29,2.66 +28995,0.34,Ideal,F,VS2,62.1,56.0,686.0,4.45,4.47,2.77 +44580,0.53,Very Good,G,VS1,63.0,58.0,1607.0,5.15,5.17,3.25 +16286,0.92,Ideal,D,VS2,61.4,56.0,6513.0,6.26,6.28,3.85 +47371,0.52,Ideal,G,VVS2,61.4,57.0,1847.0,5.17,5.19,3.18 +49286,0.7,Ideal,G,SI2,62.4,56.0,2092.0,5.65,5.67,3.53 +11672,0.91,Very Good,E,VS1,62.8,60.0,5057.0,6.08,6.11,3.83 +6964,1.0,Very Good,I,SI1,63.1,58.0,4149.0,6.3,6.35,3.99 +46672,0.59,Ideal,E,VS2,61.5,56.0,1789.0,5.38,5.42,3.32 +30097,0.32,Ideal,H,VS1,61.5,57.0,720.0,4.42,4.4,2.71 +31997,0.3,Ideal,G,VS1,61.5,57.0,776.0,4.34,4.31,2.66 +22145,2.09,Premium,H,SI2,61.0,60.0,10182.0,8.28,8.19,5.02 +37955,0.41,Ideal,G,VVS2,61.3,56.0,1007.0,4.77,4.79,2.93 +51187,0.79,Very Good,H,SI2,63.2,55.0,2348.0,5.93,5.9,3.74 +33535,0.35,Ideal,D,VS2,61.8,55.0,829.0,4.53,4.56,2.81 +24174,1.33,Ideal,G,VVS2,61.7,58.0,12345.0,7.04,7.07,4.35 +32161,0.38,Ideal,D,VS2,60.8,57.0,787.0,4.66,4.68,2.84 +6913,0.96,Very Good,G,SI1,62.0,59.0,4136.0,6.26,6.32,3.9 +22861,1.76,Ideal,G,SI1,62.1,56.0,10896.0,7.69,7.77,4.8 +44931,0.57,Very Good,G,VS2,59.9,54.6,1633.0,5.43,5.46,3.26 +4649,0.9,Good,G,SI1,63.7,58.0,3669.0,6.12,6.09,3.89 +51503,0.7,Good,D,SI2,59.2,60.0,2382.0,5.75,5.78,3.41 +1810,1.01,Premium,I,SI2,61.9,58.0,3054.0,6.45,6.41,3.98 +14753,1.11,Ideal,E,SI2,61.4,58.0,5938.0,6.63,6.66,4.08 +23772,1.51,Good,H,VVS2,63.1,59.0,11826.0,7.26,7.28,4.59 +31280,0.32,Ideal,E,SI2,62.7,55.0,449.0,4.39,4.42,2.76 +49741,0.59,Ideal,G,VVS2,62.3,56.0,2155.0,5.34,5.39,3.34 +51060,0.7,Very Good,G,VS2,63.5,57.0,2331.0,5.68,5.66,3.6 +26476,2.3,Ideal,J,VS2,62.4,56.0,16062.0,8.44,8.49,5.28 +8877,1.04,Ideal,H,SI2,62.1,56.0,4484.0,6.5,6.48,4.03 +23045,1.52,Good,E,SI1,63.5,58.0,11075.0,7.29,7.36,4.65 +37223,0.43,Ideal,F,SI1,62.5,56.0,975.0,4.84,4.82,3.02 +32823,0.34,Ideal,D,VS2,62.0,55.0,805.0,4.45,4.48,2.77 +31712,0.42,Ideal,I,VS1,61.7,54.0,771.0,4.8,4.82,2.97 +4701,0.9,Ideal,I,VS1,61.6,56.0,3677.0,6.22,6.16,3.81 +8677,1.11,Very Good,H,SI2,59.8,60.0,4456.0,6.66,6.75,4.01 +17559,1.01,Premium,G,VVS2,61.2,59.0,7068.0,6.42,6.36,3.91 +34726,0.39,Ideal,E,VS2,60.8,57.0,875.0,4.73,4.75,2.88 +43243,0.42,Ideal,E,VVS1,61.6,56.0,1400.0,4.82,4.85,2.98 +39742,0.39,Premium,F,VS1,60.6,55.0,1092.0,4.77,4.73,2.88 +13990,1.01,Very Good,G,VS2,62.4,58.0,5696.0,6.37,6.41,3.99 +12671,1.07,Very Good,E,SI2,61.7,58.0,5304.0,6.54,6.56,4.04 +43740,0.51,Ideal,E,SI1,59.6,57.0,1438.0,5.2,5.24,3.11 +28174,0.36,Premium,H,SI1,59.3,60.0,665.0,4.65,4.62,2.75 +9500,1.01,Good,H,SI1,63.7,56.0,4610.0,6.34,6.33,4.08 +23178,1.5,Ideal,H,SI1,62.0,55.0,11189.0,7.34,7.29,4.54 +38260,0.3,Ideal,G,SI2,62.5,56.0,382.0,4.28,4.3,2.68 +37648,0.41,Very Good,H,VVS1,59.5,58.0,991.0,4.82,4.86,2.88 +50170,0.7,Premium,D,SI1,61.4,59.0,2218.0,5.67,5.64,3.47 +32436,0.43,Premium,E,SI1,60.2,60.0,792.0,4.89,4.94,2.96 +48781,0.51,Premium,E,VS1,58.2,58.0,2020.0,5.33,5.29,3.09 +5914,0.84,Ideal,G,VS2,62.0,55.0,3936.0,6.07,6.09,3.77 +7961,1.04,Premium,F,SI2,62.8,55.0,4321.0,6.48,6.41,4.05 +21391,1.04,Premium,F,VVS2,61.6,59.0,9505.0,6.53,6.49,4.01 +16786,2.01,Good,F,I1,64.0,56.0,6686.0,7.93,7.91,5.07 +7817,1.0,Good,D,SI2,57.8,58.0,4295.0,6.61,6.55,3.8 +16313,1.01,Very Good,G,VS1,63.2,61.0,6529.0,6.35,6.33,4.01 +45369,0.52,Ideal,G,VS1,61.7,57.0,1665.0,5.16,5.18,3.19 +8301,0.9,Very Good,G,VS2,61.5,60.0,4386.0,6.13,6.16,3.78 +11231,1.02,Very Good,G,SI1,62.8,57.0,4964.0,6.35,6.38,4.0 +24294,1.62,Ideal,H,VS2,61.5,61.0,12542.0,7.53,7.48,4.62 +1443,0.82,Very Good,E,SI2,63.3,56.0,2975.0,5.99,5.95,3.78 +45724,0.55,Premium,D,SI1,62.7,59.0,1698.0,5.25,5.22,3.28 +26935,1.73,Premium,F,VS2,61.2,58.0,16975.0,7.76,7.69,4.73 +17796,1.32,Very Good,G,SI2,61.6,57.0,7173.0,6.98,7.05,4.32 +23234,1.31,Ideal,F,VS1,61.7,56.0,11237.0,7.04,7.02,4.34 +50062,0.71,Very Good,I,VS1,63.1,57.0,2202.0,5.68,5.58,3.55 +13298,1.03,Premium,D,SI1,61.8,57.0,5491.0,6.53,6.49,4.02 +28932,0.3,Good,G,VVS2,63.2,57.0,684.0,4.23,4.28,2.69 +46869,0.53,Ideal,G,VS1,62.7,55.0,1813.0,5.18,5.16,3.24 +42673,0.85,Fair,J,I1,65.5,59.0,1334.0,5.95,5.82,3.86 +8903,1.08,Ideal,H,SI2,61.8,55.0,4491.0,6.57,6.6,4.07 +18161,1.21,Good,G,VS2,59.1,61.0,7359.0,6.95,6.89,4.09 +12824,1.11,Premium,G,VS2,61.0,59.0,5346.0,6.7,6.67,4.08 +52221,0.71,Very Good,G,SI1,63.3,57.0,2482.0,5.65,5.6,3.56 +48324,0.23,Ideal,G,IF,62.8,55.0,536.0,3.93,3.96,2.48 +46681,0.58,Very Good,I,VVS1,63.0,57.0,1790.0,5.31,5.35,3.36 +11192,1.18,Premium,I,SI1,61.1,59.0,4956.0,6.78,6.73,4.13 +13221,1.06,Ideal,J,VS2,61.4,56.0,5459.0,6.55,6.6,4.04 +43373,0.38,Very Good,E,IF,62.5,59.0,1409.0,4.61,4.64,2.89 +18825,0.9,Premium,D,VVS1,61.3,59.0,7711.0,6.18,6.12,3.77 +1194,0.73,Premium,F,VS2,59.9,58.0,2933.0,5.84,5.87,3.51 +10524,1.01,Ideal,D,SI2,63.0,54.0,4805.0,6.43,6.39,4.04 +38778,0.31,Ideal,F,IF,62.1,55.0,1046.0,4.35,4.34,2.7 +10286,1.11,Premium,G,SI2,61.5,58.0,4755.0,6.67,6.6,4.08 +5665,0.91,Premium,H,VS1,59.2,62.0,3881.0,6.2,6.14,3.65 +46249,0.53,Premium,D,SI1,61.0,58.0,1753.0,5.22,5.18,3.17 +11643,1.13,Very Good,E,SI2,60.3,58.0,5052.0,6.78,6.86,4.11 +6163,1.01,Fair,E,SI2,56.8,66.0,3991.0,6.63,6.58,3.75 +44570,0.57,Premium,J,VS1,62.2,58.0,1606.0,5.34,5.3,3.31 +35527,0.32,Ideal,F,VVS1,60.7,56.0,905.0,4.45,4.43,2.7 +29898,0.3,Premium,D,VS2,60.6,58.0,710.0,4.32,4.36,2.63 +42299,0.32,Premium,H,VS2,61.4,60.0,505.0,4.39,4.41,2.7 +21447,1.28,Ideal,D,SI1,61.5,55.0,9548.0,7.01,7.05,4.32 +27242,1.74,Premium,G,VS2,61.0,58.0,17614.0,7.77,7.75,4.73 +618,0.71,Premium,F,VS1,59.2,58.0,2839.0,5.87,5.82,3.46 +53173,0.82,Premium,H,SI2,60.4,58.0,2629.0,6.11,6.07,3.68 +40629,0.41,Premium,E,VS1,62.2,57.0,1153.0,4.78,4.74,2.96 +14247,1.09,Very Good,E,SI1,62.8,56.0,5771.0,6.53,6.6,4.12 +6403,1.01,Ideal,G,SI2,61.2,57.0,4038.0,6.45,6.4,3.92 +9273,1.01,Good,E,SI1,64.5,56.0,4563.0,6.24,6.29,4.04 +16918,1.24,Very Good,I,VS1,59.4,58.0,6754.0,7.04,7.09,4.2 +11176,1.12,Very Good,F,SI2,61.5,58.0,4953.0,6.63,6.68,4.09 +39915,0.54,Very Good,I,SI2,62.9,57.0,1105.0,5.18,5.21,3.27 +50477,0.71,Ideal,I,VS1,62.0,58.0,2266.0,5.75,5.72,3.55 +35074,0.33,Very Good,E,VS1,58.3,62.0,886.0,4.49,4.57,2.64 +24703,0.4,Ideal,I,VS2,61.8,56.0,639.0,4.73,4.79,2.94 +29150,0.31,Ideal,D,SI1,61.5,55.0,692.0,4.38,4.4,2.7 +29059,0.4,Good,E,SI1,63.2,56.0,687.0,4.65,4.69,2.95 +48982,0.34,Ideal,H,VS2,61.4,57.0,537.0,4.48,4.55,2.77 +39630,0.35,Good,H,SI1,63.1,58.0,491.0,4.46,4.51,2.83 +9531,1.01,Ideal,J,VS2,61.1,56.0,4617.0,6.49,6.51,3.97 +4338,1.02,Very Good,J,SI2,63.4,56.0,3599.0,6.42,6.36,4.05 +7481,1.02,Premium,F,SI2,60.2,61.0,4238.0,6.52,6.48,3.91 +50452,0.7,Ideal,F,SI1,59.9,57.0,2264.0,5.74,5.82,3.46 +29452,0.33,Ideal,E,SI1,61.9,56.0,702.0,4.46,4.49,2.77 +36369,0.34,Premium,G,IF,60.5,58.0,939.0,4.52,4.47,2.72 +51417,0.7,Ideal,G,VS2,62.1,55.0,2371.0,5.63,5.61,3.49 +46741,0.55,Very Good,D,VS2,62.8,57.0,1799.0,5.24,5.27,3.3 +26530,2.11,Very Good,G,SI2,62.2,60.0,16188.0,8.15,8.19,5.08 +13770,1.2,Ideal,H,SI2,62.6,58.0,5613.0,6.74,6.81,4.24 +40462,0.38,Ideal,D,VS1,62.5,56.0,1140.0,4.67,4.64,2.91 +42010,0.59,Premium,H,SI1,61.9,59.0,1265.0,5.43,5.34,3.33 +24932,1.5,Very Good,G,VS1,62.4,57.0,13379.0,7.24,7.31,4.54 +11346,1.01,Premium,F,SI1,62.5,58.0,4989.0,6.42,6.39,4.0 +39846,0.3,Premium,D,VVS2,59.6,61.0,1099.0,4.39,4.34,2.6 +37251,0.4,Very Good,D,VVS2,58.4,60.0,977.0,4.81,4.84,2.82 +8468,1.08,Very Good,E,SI2,59.8,59.0,4415.0,6.65,6.73,4.0 +47169,0.52,Ideal,G,VVS2,62.1,57.0,1835.0,5.13,5.15,3.19 +34293,0.3,Ideal,F,VVS1,61.8,54.0,857.0,4.34,4.36,2.69 +15609,1.21,Premium,E,SI1,63.0,57.0,6261.0,6.75,6.7,4.24 +13463,1.0,Very Good,F,SI1,63.3,58.0,5528.0,6.28,6.39,4.01 +43768,0.54,Ideal,H,VS2,60.1,57.0,1439.0,5.33,5.28,3.19 +43034,0.5,Good,D,SI1,61.1,64.0,1374.0,5.05,5.07,3.09 +8927,0.71,Ideal,F,VVS2,61.6,56.0,4497.0,5.73,5.75,3.53 +26545,1.74,Good,G,VS1,58.6,62.0,16223.0,7.83,7.88,4.6 +10136,1.0,Ideal,F,SI2,62.7,57.0,4721.0,6.37,6.42,4.01 +40535,0.43,Ideal,F,VVS2,61.5,55.0,1148.0,4.85,4.88,2.99 +35582,0.35,Ideal,F,VS2,62.2,55.0,906.0,4.53,4.48,2.8 +29044,0.4,Good,F,SI1,63.6,56.0,687.0,4.63,4.68,2.96 +23611,1.5,Premium,E,SI1,61.4,59.0,11638.0,7.41,7.24,4.5 +24515,1.19,Ideal,D,VVS2,62.0,57.0,12795.0,6.76,6.86,4.22 +46580,0.72,Premium,J,SI1,62.0,58.0,1785.0,5.74,5.77,3.57 +900,1.0,Fair,H,SI2,69.5,55.0,2875.0,6.17,6.1,4.26 +11624,1.01,Very Good,H,VS2,61.0,63.0,5050.0,6.41,6.38,3.9 +10498,1.02,Fair,D,SI1,66.4,60.0,4798.0,6.29,6.21,4.15 +11467,1.03,Premium,I,VS1,60.4,59.0,5012.0,6.51,6.57,3.95 +28851,0.41,Very Good,D,SI2,62.7,58.0,683.0,4.75,4.78,2.99 +25448,1.5,Premium,F,VS2,61.5,58.0,14199.0,7.36,7.34,4.52 +10358,1.11,Ideal,I,SI1,62.3,58.0,4771.0,6.6,6.65,4.13 +8163,0.7,Very Good,D,VVS1,63.4,59.0,4362.0,5.63,5.64,3.57 +38820,0.38,Premium,E,VVS1,60.6,59.0,1047.0,4.62,4.65,2.81 +13620,0.95,Very Good,G,VS1,59.9,58.0,5572.0,6.37,6.41,3.83 +48714,0.67,Ideal,G,VS2,62.5,56.0,2010.0,5.64,5.56,3.5 +31698,0.38,Premium,F,SI2,61.0,61.0,770.0,4.67,4.61,2.83 +33467,0.32,Ideal,F,VS2,61.9,56.0,828.0,4.44,4.41,2.74 +9847,1.22,Ideal,J,SI2,61.2,57.0,4676.0,6.86,6.9,4.21 +13028,0.26,Premium,H,VVS2,62.4,58.0,600.0,4.07,4.04,2.53 +17655,1.16,Ideal,G,VS2,61.7,57.0,7113.0,6.72,6.8,4.17 +43726,0.51,Very Good,G,VS2,62.2,57.0,1438.0,5.1,5.15,3.19 +2180,0.75,Ideal,E,VS2,60.2,57.0,3136.0,5.93,5.9,3.56 +11844,1.31,Very Good,J,SI2,61.8,59.0,5100.0,6.96,7.02,4.32 +47696,0.5,Ideal,G,VVS1,61.9,58.0,1883.0,5.06,5.09,3.14 +5396,0.3,Premium,D,SI2,60.2,60.0,574.0,4.35,4.32,2.61 +21269,1.16,Ideal,G,VVS2,62.2,56.0,9419.0,6.74,6.7,4.18 +22212,1.07,Ideal,D,VVS2,61.3,58.0,10266.0,6.55,6.64,4.04 +51468,0.72,Very Good,E,SI2,63.5,59.0,2376.0,5.66,5.61,3.58 +22495,2.0,Premium,I,SI2,62.3,57.0,10528.0,8.12,8.05,5.03 +47160,0.76,Ideal,J,SI2,61.5,54.0,1833.0,5.9,5.93,3.64 +24621,1.51,Premium,G,VS1,62.4,60.0,12948.0,7.34,7.3,4.57 +5466,1.0,Good,I,SI1,65.2,56.0,3836.0,6.21,6.27,4.07 +6985,1.09,Good,F,SI1,61.0,64.0,4154.0,6.58,6.63,4.03 +16930,1.01,Good,G,VS1,63.8,57.0,6759.0,6.35,6.38,4.06 +9908,1.0,Fair,F,SI1,56.9,63.0,4688.0,6.45,6.52,3.69 +8359,0.77,Very Good,F,VVS1,60.2,58.0,4399.0,5.93,5.97,3.58 +39388,0.31,Premium,D,VVS1,61.2,59.0,1075.0,4.38,4.35,2.67 +8859,1.08,Very Good,H,SI2,63.0,59.0,4481.0,6.51,6.54,4.11 +49145,0.5,Very Good,D,VS1,62.1,58.0,2068.0,5.07,5.1,3.16 +31984,0.3,Ideal,F,VS2,62.7,57.0,776.0,4.31,4.27,2.69 +3131,0.9,Premium,G,SI2,59.5,61.0,3326.0,6.33,6.28,3.75 +27828,0.39,Premium,H,SI1,62.0,60.0,650.0,4.65,4.71,2.9 +12799,1.09,Premium,H,SI1,59.8,60.0,5335.0,6.72,6.66,4.0 +22241,1.08,Ideal,E,VS1,61.7,55.0,10292.0,6.58,6.61,4.07 +37893,0.41,Ideal,F,VS1,62.1,56.0,1007.0,4.77,4.8,2.97 +5142,0.91,Premium,G,SI1,62.6,56.0,3763.0,6.21,6.16,3.87 +25914,2.07,Premium,I,SI2,60.5,60.0,15055.0,8.32,8.27,5.02 +49504,0.55,Ideal,H,IF,61.5,55.0,2120.0,5.25,5.29,3.25 +15482,1.07,Ideal,F,SI1,62.3,56.0,6200.0,6.51,6.53,4.06 +28912,0.3,Very Good,G,VVS2,60.6,58.0,684.0,4.35,4.36,2.64 +47697,0.52,Ideal,E,VS1,60.0,56.0,1883.0,5.25,5.29,3.16 +5401,1.01,Ideal,J,SI1,62.9,56.0,3818.0,6.4,6.35,4.01 +15326,1.33,Good,D,SI2,59.0,64.0,6152.0,7.22,7.12,4.23 +44929,0.51,Ideal,F,VS1,61.8,54.0,1632.0,5.15,5.18,3.19 +3224,0.94,Very Good,G,SI2,62.3,59.0,3351.0,6.2,6.26,3.88 +18136,1.06,Ideal,F,VS1,61.9,57.0,7345.0,6.53,6.55,4.05 +11325,1.12,Premium,I,VS1,59.6,58.0,4987.0,6.82,6.77,4.05 +41677,0.33,Ideal,F,IF,61.2,56.0,1240.0,4.47,4.49,2.74 +35980,0.35,Ideal,H,IF,61.7,56.0,921.0,4.53,4.55,2.8 +21515,1.5,Very Good,I,VS2,62.2,59.0,9611.0,7.34,7.3,4.55 +35236,0.39,Good,G,VVS2,63.4,57.0,894.0,4.62,4.65,2.94 +946,0.72,Very Good,G,VVS2,62.5,58.0,2889.0,5.68,5.72,3.56 +34626,0.31,Ideal,E,VS2,62.9,57.0,872.0,4.35,4.3,2.72 +1545,0.75,Very Good,H,VVS2,60.6,57.0,3002.0,5.86,5.89,3.56 +11661,1.02,Premium,H,SI1,59.6,57.0,5055.0,6.63,6.55,3.93 +48923,0.7,Premium,G,SI1,59.1,59.0,2042.0,5.77,5.83,3.43 +43104,0.57,Ideal,G,SI1,62.1,56.0,1384.0,5.28,5.32,3.29 +2408,0.72,Ideal,D,VS2,60.8,56.0,3179.0,5.8,5.84,3.54 +33981,0.4,Very Good,F,VS1,61.2,58.0,847.0,4.74,4.86,2.94 +51726,0.7,Premium,F,SI1,61.9,59.0,2401.0,5.69,5.71,3.53 +7695,1.07,Ideal,J,SI1,62.1,56.0,4276.0,6.54,6.6,4.08 +51549,0.51,Premium,D,VVS2,62.4,59.0,2387.0,5.13,5.06,3.18 +28890,0.3,Very Good,G,VVS2,63.0,57.0,684.0,4.28,4.32,2.71 +52868,0.73,Ideal,E,SI2,61.2,54.0,2581.0,5.88,5.86,3.59 +7636,0.93,Ideal,H,VS1,62.7,54.0,4265.0,6.25,6.2,3.9 +49725,0.7,Good,E,SI1,57.8,62.0,2150.0,5.79,5.84,3.36 +47018,0.56,Ideal,G,VS1,62.2,55.0,1819.0,5.27,5.31,3.29 +34189,0.33,Ideal,G,VS1,62.9,57.0,854.0,4.43,4.38,2.77 +23762,1.51,Premium,F,SI1,61.4,58.0,11817.0,7.43,7.35,4.54 +50710,0.56,Ideal,D,VS1,62.5,56.0,2292.0,5.26,5.3,3.3 +16449,1.02,Very Good,G,VS2,61.9,54.0,6569.0,6.45,6.48,4.0 +44134,0.59,Very Good,H,VS1,62.4,58.0,1561.0,5.39,5.42,3.37 +14351,1.24,Good,E,SI2,58.5,57.0,5809.0,7.03,7.1,4.13 +49364,0.53,Premium,E,SI1,61.8,60.0,2099.0,5.21,5.18,3.21 +48520,0.76,Premium,H,SI2,59.0,59.0,1985.0,6.05,6.02,3.56 +14911,1.21,Premium,J,VVS1,61.3,59.0,6001.0,6.86,6.81,4.19 +34169,0.33,Premium,G,VS1,60.8,59.0,854.0,4.45,4.43,2.7 +34546,0.4,Good,F,SI1,63.6,59.0,869.0,4.67,4.64,2.96 +52461,0.71,Premium,E,SI1,61.8,56.0,2516.0,5.77,5.72,3.55 +21963,1.52,Very Good,I,VS1,62.9,59.9,10032.0,7.27,7.31,4.59 +21527,1.2,Ideal,G,VS1,61.9,58.0,9625.0,6.76,6.8,4.2 +42581,0.53,Ideal,G,SI1,62.4,55.0,1329.0,5.21,5.18,3.24 +6632,0.81,Ideal,D,VS2,62.1,56.0,4087.0,6.01,5.98,3.72 +40548,0.52,Ideal,G,SI2,61.3,56.0,1150.0,5.19,5.22,3.19 +49130,0.56,Ideal,D,VS2,60.9,56.0,2066.0,5.35,5.32,3.25 +34492,0.43,Premium,G,VS2,61.1,58.0,867.0,4.84,4.88,2.97 +19704,0.37,Premium,F,SI2,60.2,60.0,624.0,4.7,4.6,2.8 +32348,0.3,Very Good,E,VVS2,61.9,59.0,789.0,4.27,4.32,2.66 +36562,0.4,Premium,E,SI1,62.8,59.0,945.0,4.69,4.64,2.93 +46289,0.56,Ideal,G,SI1,61.6,59.0,1755.0,5.27,5.32,3.26 +438,0.7,Ideal,H,SI1,61.5,55.0,2815.0,5.73,5.79,3.54 +41341,0.42,Ideal,E,VVS2,61.3,56.0,1216.0,4.81,4.85,2.96 +33321,0.35,Premium,D,SI1,62.1,58.0,827.0,4.54,4.51,2.81 +48315,0.25,Ideal,E,VS2,60.6,57.0,535.0,4.08,4.11,2.48 +14989,1.23,Premium,F,SI2,61.2,58.0,6038.0,6.91,6.84,4.21 +15936,1.29,Ideal,I,SI1,61.9,56.0,6372.0,6.97,7.03,4.33 +42712,0.56,Very Good,G,SI1,58.8,59.0,1340.0,5.38,5.4,3.17 +33572,0.45,Ideal,G,SI1,61.6,54.0,831.0,4.96,4.98,3.06 +27974,0.3,Ideal,E,VS2,61.5,56.0,658.0,4.29,4.33,2.65 +33768,0.32,Very Good,D,VVS2,61.9,54.0,841.0,4.43,4.46,2.75 +37196,0.41,Very Good,F,VS1,61.5,57.0,974.0,4.77,4.81,2.95 +13072,1.13,Ideal,D,SI2,60.1,55.0,5412.0,6.79,6.85,4.1 +16189,1.31,Ideal,F,SI1,62.4,56.0,6470.0,6.98,6.9,4.33 +37573,0.39,Good,F,VVS2,63.5,58.0,990.0,4.61,4.65,2.94 +42987,0.5,Fair,G,VS1,66.8,56.0,1367.0,4.85,4.91,3.26 +25239,2.01,Very Good,I,SI1,60.8,60.0,13849.0,8.12,8.15,4.95 +16716,0.3,Ideal,F,SI1,61.9,57.0,609.0,4.28,4.31,2.66 +15441,1.2,Good,H,SI1,64.2,60.0,6182.0,6.68,6.62,4.27 +32712,0.31,Ideal,F,VS2,62.8,57.0,802.0,4.36,4.34,2.73 +49290,0.51,Ideal,F,VVS2,62.6,57.0,2093.0,5.1,5.13,3.2 +12764,1.21,Ideal,J,VS1,62.3,55.0,5324.0,6.81,6.86,4.26 +44212,0.91,Fair,F,I1,67.0,62.0,1570.0,5.97,5.89,3.98 +37991,0.32,Premium,F,VVS2,61.8,60.0,1008.0,4.41,4.36,2.71 +19307,1.1,Very Good,G,VVS1,61.5,57.0,8020.0,6.61,6.66,4.08 +40148,0.35,Ideal,E,VVS1,62.2,56.0,1116.0,4.53,4.51,2.81 +35254,0.3,Premium,E,VVS1,61.3,59.0,895.0,4.28,4.33,2.64 +19544,1.0,Premium,E,VS1,59.1,59.0,8176.0,6.56,6.51,3.86 +21904,1.59,Ideal,I,VS2,61.1,55.0,9972.0,7.54,7.48,4.59 +20820,1.13,Ideal,G,VVS1,61.2,57.0,9049.0,6.65,6.72,4.09 +17777,1.5,Good,H,SI2,64.2,56.0,7161.0,7.2,7.26,4.64 +53565,1.0,Premium,H,I1,61.3,60.0,2695.0,6.39,6.43,3.93 +25602,1.58,Premium,E,VS2,60.1,60.0,14453.0,7.53,7.54,4.53 +16934,1.0,Very Good,D,VS2,62.6,58.0,6762.0,6.31,6.38,3.97 +23074,1.71,Premium,I,SI1,60.2,58.0,11104.0,7.79,7.75,4.68 +24387,0.41,Good,E,SI2,63.8,57.0,638.0,4.68,4.75,3.01 +34622,0.31,Ideal,E,VS2,60.9,57.0,872.0,4.36,4.34,2.65 +19706,0.33,Premium,H,VS2,58.8,62.0,624.0,4.53,4.49,2.65 +44366,0.56,Ideal,I,VVS1,62.0,56.0,1580.0,5.26,5.29,3.27 +52888,0.77,Very Good,I,VS2,60.2,59.0,2584.0,5.89,5.97,3.57 +8491,1.0,Very Good,D,SI2,63.7,55.0,4419.0,6.32,6.37,4.04 +970,0.82,Very Good,G,SI2,62.5,56.0,2893.0,5.99,6.04,3.76 +31084,0.33,Ideal,G,VVS2,61.7,56.0,752.0,4.42,4.46,2.74 +1597,1.0,Very Good,G,I1,62.5,62.0,3011.0,6.42,6.35,3.99 +24230,1.62,Good,H,VS2,61.5,60.8,12429.0,7.48,7.53,4.62 +53642,0.73,Very Good,D,SI2,60.4,59.0,2703.0,5.8,5.86,3.52 +15636,1.01,Premium,D,VS2,61.6,59.0,6271.0,6.38,6.32,3.91 +45587,0.52,Ideal,E,VS2,61.9,56.0,1689.0,5.12,5.16,3.18 +43524,0.51,Very Good,D,SI1,60.4,61.0,1425.0,5.09,5.14,3.09 +3241,0.71,Very Good,F,VVS2,62.1,60.0,3354.0,5.69,5.72,3.54 +42440,0.43,Ideal,D,VS2,61.3,55.0,1314.0,4.84,4.88,2.98 +7614,1.01,Very Good,D,SI2,60.8,61.0,4260.0,6.45,6.5,3.94 +23929,1.73,Premium,H,SI1,62.0,59.0,12058.0,7.68,7.59,4.73 +29419,0.38,Premium,I,VS1,61.3,60.0,700.0,4.62,4.65,2.84 +18265,1.51,Good,J,VS2,62.8,59.0,7418.0,7.17,7.2,4.51 +24836,1.35,Ideal,G,VVS2,61.5,55.0,13230.0,7.11,7.16,4.39 +49124,0.7,Very Good,E,SI2,63.1,54.0,2066.0,5.73,5.65,3.59 +48898,0.71,Premium,F,SI2,62.2,57.0,2040.0,5.66,5.6,3.5 +24727,2.2,Premium,J,SI2,60.9,60.0,13065.0,8.42,8.34,5.1 +28739,0.31,Premium,E,VS2,61.3,60.0,680.0,4.32,4.39,2.67 +46,0.29,Premium,F,SI1,62.4,58.0,403.0,4.24,4.26,2.65 +6499,0.93,Premium,G,SI1,61.0,59.0,4062.0,6.34,6.28,3.85 +52322,0.71,Very Good,H,VS2,61.6,60.0,2495.0,5.7,5.73,3.52 +42304,0.44,Ideal,D,VS1,61.6,56.0,1294.0,4.92,4.85,3.01 +18273,1.36,Premium,E,SI2,61.7,59.0,7421.0,7.2,7.09,4.41 +33391,0.31,Ideal,D,VVS2,61.5,56.0,828.0,4.39,4.43,2.71 +45414,0.51,Ideal,G,VS1,60.4,59.0,1668.0,5.16,5.21,3.13 +657,0.7,Very Good,E,VS2,61.8,59.0,2845.0,5.65,5.68,3.5 +50415,0.71,Good,F,SI1,64.3,58.0,2258.0,5.61,5.55,3.59 +16841,1.01,Very Good,F,VS1,61.0,58.0,6719.0,6.47,6.54,3.97 +916,0.71,Premium,F,VS1,62.7,58.0,2879.0,5.71,5.67,3.57 +31043,0.39,Ideal,I,VVS2,62.0,56.0,750.0,4.67,4.72,2.91 +4806,0.9,Very Good,F,SI1,63.4,57.0,3699.0,6.06,6.11,3.86 +4424,0.78,Ideal,G,VS2,61.7,56.0,3613.0,5.89,5.94,3.65 +29922,0.32,Ideal,E,VS1,61.4,55.0,713.0,4.42,4.44,2.72 +14692,1.05,Premium,D,SI1,60.5,56.0,5927.0,6.7,6.59,4.0 +39682,0.46,Premium,G,VS1,62.8,57.0,1087.0,4.92,4.83,3.06 +31343,0.27,Very Good,E,IF,59.7,56.0,760.0,4.26,4.28,2.55 +32299,0.34,Ideal,E,SI2,61.3,55.0,454.0,4.49,4.52,2.76 +46678,0.59,Ideal,E,SI1,62.0,55.0,1789.0,5.4,5.37,3.34 +8434,1.08,Very Good,F,SI2,62.6,56.0,4407.0,6.55,6.61,4.12 +10980,1.01,Premium,H,VS2,62.3,60.0,4909.0,6.32,6.27,3.92 +4591,0.77,Ideal,F,VS1,60.9,58.0,3655.0,5.91,5.95,3.61 +52557,0.7,Premium,G,VS1,62.8,57.0,2535.0,5.67,5.64,3.55 +12767,1.11,Ideal,H,SI1,60.6,59.0,5325.0,6.75,6.71,4.08 +29027,0.31,Ideal,H,VVS1,61.6,55.0,687.0,4.37,4.4,2.7 +40578,0.5,Very Good,G,SI1,62.4,52.0,1153.0,5.1,5.15,3.2 +40810,0.51,Good,E,SI1,63.6,59.0,1170.0,5.13,5.06,3.24 +16687,0.31,Ideal,H,SI2,61.0,56.0,421.0,4.36,4.39,2.67 +48766,0.7,Very Good,H,SI1,59.2,59.0,2018.0,5.79,5.86,3.45 +2732,0.9,Premium,I,VS2,62.8,61.0,3246.0,6.12,6.02,3.81 +52649,0.24,Very Good,E,VVS2,61.6,59.0,552.0,3.98,4.01,2.46 +40641,0.41,Ideal,E,VS1,62.7,57.0,1153.0,4.76,4.72,2.97 +32754,0.34,Premium,D,SI1,62.8,58.0,803.0,4.48,4.44,2.8 +50643,0.31,Good,E,SI1,63.7,57.0,544.0,4.29,4.31,2.74 +38783,0.31,Ideal,H,IF,61.8,56.0,1046.0,4.38,4.36,2.7 +1386,0.31,Very Good,G,VS2,61.4,55.0,559.0,4.38,4.41,2.69 +38058,0.54,Premium,F,SI2,61.2,60.0,1013.0,5.26,5.16,3.19 +11175,0.7,Ideal,F,VVS1,61.7,56.0,4951.0,5.68,5.73,3.52 +30365,0.36,Premium,I,VS1,60.3,60.0,729.0,4.64,4.58,2.78 +20310,1.1,Very Good,G,VVS1,60.4,57.0,8724.0,6.7,6.77,4.07 +34139,0.32,Ideal,F,VVS1,62.5,53.0,854.0,4.4,4.43,2.76 +3629,0.76,Ideal,E,VS2,62.1,56.0,3431.0,5.83,5.87,3.63 +46106,0.61,Ideal,I,VVS1,62.0,55.0,1742.0,5.46,5.49,3.39 +38200,0.5,Ideal,F,SI2,61.6,57.0,1016.0,5.14,5.08,3.15 +9038,0.36,Ideal,H,VS2,61.0,56.0,587.0,4.61,4.63,2.82 +47873,0.52,Ideal,G,VVS2,61.0,56.0,1911.0,5.18,5.24,3.18 +4803,1.31,Premium,J,SI2,59.7,59.0,3697.0,7.06,7.01,4.2 +2400,0.31,Ideal,G,VS2,61.7,55.0,562.0,4.37,4.39,2.7 +8583,1.15,Premium,F,SI2,62.2,59.0,4437.0,6.7,6.62,4.14 +36456,0.31,Ideal,D,VS2,62.5,56.0,942.0,4.36,4.31,2.71 +18132,1.51,Premium,H,SI2,62.1,58.0,7340.0,7.34,7.2,4.52 +16331,1.01,Premium,F,VS2,61.7,58.0,6533.0,6.48,6.42,3.98 +42595,0.31,Very Good,D,IF,62.0,56.0,1331.0,4.33,4.35,2.69 +41411,0.5,Fair,F,VS2,64.9,58.0,1225.0,4.99,4.9,3.21 +42218,0.42,Ideal,G,IF,62.6,53.0,1289.0,4.79,4.82,3.01 +21054,0.31,Premium,F,VS2,59.7,60.0,625.0,4.39,4.42,2.63 +49464,0.72,Ideal,J,VS1,62.7,57.0,2112.0,5.74,5.71,3.59 +32503,0.4,Very Good,F,SI1,63.3,57.0,798.0,4.68,4.73,2.98 +37631,0.4,Premium,D,SI1,59.9,60.0,990.0,4.77,4.75,2.85 +34533,0.3,Ideal,F,VVS1,62.1,55.0,868.0,4.31,4.32,2.68 +53386,0.7,Ideal,F,SI1,61.7,58.0,2662.0,5.67,5.7,3.51 +53500,0.74,Very Good,F,SI1,62.9,57.0,2684.0,5.76,5.79,3.63 +27810,0.3,Ideal,H,VVS1,62.3,57.0,650.0,4.25,4.28,2.65 +24012,2.08,Ideal,J,SI2,62.3,55.0,12179.0,8.23,8.17,5.11 +39106,0.41,Very Good,H,VS1,63.5,56.0,1061.0,4.7,4.69,2.98 +13443,1.24,Ideal,G,SI2,61.4,56.0,5520.0,6.98,6.92,4.27 +35298,0.3,Very Good,I,VS1,62.9,58.0,473.0,4.26,4.29,2.69 +20512,1.11,Ideal,G,VVS2,63.1,57.0,8843.0,6.55,6.6,4.15 +9017,1.2,Premium,J,SI1,60.7,60.0,4514.0,6.88,6.92,4.19 +40619,0.26,Very Good,F,VS1,61.9,57.0,499.0,4.11,4.14,2.55 +45704,0.56,Premium,I,VVS1,62.4,56.0,1698.0,5.28,5.24,3.28 +20180,1.72,Very Good,I,SI2,63.4,57.0,8630.0,7.6,7.58,4.81 +21236,1.19,Ideal,G,VVS2,60.8,55.0,9383.0,6.91,6.9,4.19 +42105,0.85,Fair,H,I1,71.2,54.0,1274.0,5.77,5.65,4.07 +10084,1.23,Very Good,H,SI2,63.2,58.0,4711.0,6.8,6.74,4.28 +25999,4.01,Premium,I,I1,61.0,61.0,15223.0,10.14,10.1,6.17 +35704,0.3,Ideal,D,VS2,61.4,54.0,911.0,4.34,4.33,2.66 +13101,0.81,Very Good,D,VVS2,63.9,56.0,5423.0,5.79,5.91,3.74 +27307,2.09,Premium,H,SI2,60.6,59.0,17805.0,8.27,8.22,5.0 +8136,1.01,Very Good,E,SI2,62.8,57.0,4355.0,6.35,6.38,4.0 +29837,0.24,Premium,D,VVS1,61.5,60.0,710.0,4.0,3.97,2.45 +33787,0.4,Premium,F,VS2,62.1,58.0,842.0,4.71,4.76,2.94 +8943,1.01,Premium,F,SI2,61.6,58.0,4497.0,6.45,6.4,3.96 +8297,1.13,Ideal,I,SI2,61.7,57.0,4385.0,6.7,6.59,4.13 +6402,1.03,Fair,H,SI2,67.0,61.0,4038.0,6.25,6.17,4.16 +7380,0.9,Good,G,VS1,63.9,57.0,4223.0,6.08,6.03,3.87 +24482,1.5,Good,E,SI1,64.2,55.0,12754.0,7.17,7.22,4.62 +40506,0.44,Ideal,G,VVS1,61.3,55.0,1143.0,4.92,4.94,3.02 +21272,1.2,Ideal,D,VS2,61.4,55.0,9424.0,6.78,6.87,4.19 +17599,1.48,Premium,I,SI2,61.3,58.0,7086.0,7.39,7.32,4.51 +24072,2.0,Ideal,E,SI2,62.3,56.0,12210.0,8.04,7.94,4.98 +1604,0.7,Ideal,F,VS2,62.7,55.0,3011.0,5.66,5.69,3.56 +45859,0.7,Very Good,G,SI2,63.2,57.0,1715.0,5.66,5.59,3.55 +43492,0.51,Premium,F,SI1,60.7,58.0,1421.0,5.14,5.1,3.11 +3694,0.9,Good,H,SI1,62.1,61.0,3447.0,6.07,6.11,3.78 +32196,0.35,Premium,E,SI1,59.7,60.0,788.0,4.58,4.53,2.72 +17781,1.32,Ideal,I,SI1,62.0,57.0,7162.0,6.99,7.04,4.35 +12672,1.23,Premium,J,VS1,60.1,60.0,5304.0,6.95,6.9,4.16 +12955,1.21,Premium,F,SI2,61.5,61.0,5387.0,6.82,6.77,4.18 +49537,0.71,Good,F,SI1,64.3,57.0,2125.0,5.62,5.55,3.59 +22610,1.7,Ideal,I,VS2,61.1,57.0,10662.0,7.7,7.66,4.69 +4084,0.78,Ideal,F,VS2,62.3,56.0,3531.0,5.91,5.88,3.67 +6108,1.0,Good,F,SI2,63.7,57.0,3977.0,6.36,6.32,4.04 +46761,0.5,Very Good,E,VS1,60.9,58.0,1801.0,5.07,5.11,3.1 +30653,0.4,Ideal,G,SI1,62.7,57.0,736.0,4.65,4.69,2.93 +26907,2.01,Very Good,I,VS1,59.8,63.0,16914.0,8.11,8.14,4.86 +21403,1.14,Ideal,E,VS2,62.4,55.0,9516.0,6.71,6.64,4.17 +16168,1.02,Good,E,VS2,63.2,60.0,6462.0,6.29,6.34,3.99 +44466,0.5,Premium,D,SI1,62.8,57.0,1593.0,5.08,5.05,3.18 +31263,0.32,Ideal,H,SI1,60.6,57.0,449.0,4.4,4.44,2.68 +53483,0.77,Very Good,I,VS1,62.2,59.0,2682.0,5.83,5.85,3.63 +35466,0.31,Ideal,F,IF,61.7,56.0,901.0,4.34,4.38,2.69 +10553,1.04,Ideal,H,SI1,59.7,60.0,4812.0,6.61,6.59,3.94 +4247,0.82,Premium,E,VS2,62.6,60.0,3577.0,5.97,5.91,3.72 +34997,0.38,Ideal,D,VS1,62.0,57.0,882.0,4.69,4.7,2.91 +6180,0.91,Good,F,SI1,63.7,58.0,3993.0,6.1,6.17,3.91 +37190,0.38,Ideal,G,VVS1,62.1,56.0,973.0,4.61,4.64,2.87 +14038,1.09,Premium,H,SI1,59.5,58.0,5706.0,6.73,6.71,4.0 +23981,1.52,Ideal,H,VVS2,61.8,58.0,12123.0,7.41,7.35,4.56 +7182,0.9,Very Good,H,VVS2,62.9,58.0,4186.0,6.1,6.15,3.85 +27475,2.03,Premium,H,VS2,62.6,59.0,18139.0,8.1,8.06,5.06 +35776,0.42,Very Good,D,VS1,58.4,61.0,912.0,4.91,4.95,2.88 +15486,1.33,Very Good,I,VS2,62.5,61.0,6203.0,6.99,7.02,4.38 +37470,0.42,Ideal,G,VS1,61.8,57.0,984.0,4.82,4.79,2.97 +17459,1.01,Very Good,F,VS1,63.7,56.0,7001.0,6.27,6.33,4.01 +35659,0.31,Very Good,G,VVS2,63.2,58.0,907.0,4.32,4.26,2.71 +7189,0.9,Good,I,VVS1,63.6,58.0,4187.0,6.1,6.14,3.89 +51876,0.71,Good,I,VVS2,63.1,58.0,2428.0,5.64,5.71,3.58 +43928,0.3,Ideal,H,SI1,62.2,53.0,514.0,4.29,4.32,2.68 +29064,0.4,Good,E,SI1,63.9,55.0,687.0,4.67,4.72,3.0 +21456,1.05,Ideal,G,VVS2,61.4,56.0,9555.0,6.54,6.59,4.03 +41234,0.44,Ideal,G,VVS1,60.3,57.0,1207.0,4.92,4.96,2.98 +39504,0.54,Very Good,J,SI1,61.3,55.0,1080.0,5.23,5.28,3.22 +51840,0.9,Fair,I,SI2,67.7,61.0,2422.0,6.04,5.86,4.03 +2338,0.74,Ideal,F,VS1,61.7,56.0,3170.0,5.83,5.78,3.58 +2455,0.73,Ideal,D,SI1,61.8,56.0,3189.0,5.8,5.76,3.57 +12778,1.22,Very Good,F,SI1,63.5,56.0,5329.0,6.79,6.75,4.3 +42443,0.5,Premium,E,SI1,62.6,56.0,1314.0,5.07,5.06,3.17 +6833,1.01,Very Good,F,SI2,62.7,56.0,4121.0,6.35,6.4,4.0 +35165,0.38,Ideal,F,VS1,60.9,55.0,891.0,4.69,4.73,2.87 +4137,0.95,Very Good,I,SI1,61.0,61.0,3544.0,6.29,6.37,3.86 +4774,0.71,Very Good,F,VVS1,61.8,58.0,3692.0,5.63,5.73,3.51 +24644,1.53,Ideal,D,SI1,61.4,58.0,12981.0,7.35,7.44,4.54 +2486,0.73,Ideal,D,SI1,62.4,53.0,3195.0,5.79,5.82,3.62 +9561,1.06,Ideal,H,SI2,60.6,55.0,4622.0,6.62,6.65,4.02 +24402,1.06,Very Good,E,IF,62.4,55.0,12642.0,6.5,6.54,4.07 +30122,0.32,Ideal,G,VS2,61.8,57.0,720.0,4.42,4.38,2.72 +21373,0.34,Very Good,D,SI1,62.0,59.0,626.0,4.42,4.48,2.76 +46501,0.54,Ideal,E,SI1,61.5,55.0,1778.0,5.24,5.26,3.23 +36797,0.34,Premium,E,VS2,62.6,58.0,956.0,4.45,4.43,2.78 +3985,0.9,Good,G,SI1,63.9,60.0,3512.0,6.1,6.07,3.89 +17555,1.55,Very Good,H,SI1,63.2,57.0,7066.0,7.35,7.31,4.64 +5155,0.96,Premium,H,SI1,62.7,58.0,3768.0,6.27,6.24,3.92 +51901,0.7,Very Good,G,VS2,61.3,57.0,2433.0,5.66,5.7,3.48 +11165,1.14,Premium,H,SI1,62.5,58.0,4948.0,6.71,6.67,4.18 +19999,1.57,Very Good,J,VS2,62.0,58.0,8538.0,7.45,7.48,4.63 +28241,0.33,Ideal,G,VS1,62.1,56.0,666.0,4.4,4.42,2.74 +52170,0.7,Ideal,G,VS1,62.2,55.0,2475.0,5.69,5.72,3.55 +26190,2.0,Fair,D,SI1,64.8,58.0,15540.0,7.98,7.89,5.14 +43096,0.62,Premium,G,SI1,59.6,58.0,1382.0,5.63,5.56,3.34 +12918,1.28,Premium,H,SI2,60.2,60.0,5376.0,6.97,6.93,4.31 +7802,1.02,Very Good,G,SI2,62.9,59.0,4291.0,6.38,6.4,4.02 +6605,0.93,Very Good,F,SI1,58.8,60.0,4081.0,6.37,6.49,3.78 +807,0.84,Premium,F,SI2,62.3,59.0,2863.0,6.06,6.01,3.76 +37561,0.31,Premium,G,IF,61.0,59.0,988.0,4.36,4.33,2.65 +12133,1.08,Premium,H,SI1,62.6,58.0,5171.0,6.56,6.53,4.1 +46117,0.59,Ideal,F,VS2,62.9,55.0,1743.0,5.39,5.32,3.37 +16381,1.18,Ideal,I,VS1,62.6,55.3,6541.0,6.73,6.79,4.24 +30893,0.38,Very Good,E,VS2,60.4,58.0,744.0,4.67,4.7,2.83 +49706,0.6,Ideal,G,VS1,61.1,57.0,2147.0,5.41,5.45,3.32 +51906,0.73,Ideal,E,SI2,61.0,57.0,2434.0,5.81,5.87,3.56 +40047,0.38,Ideal,E,VS2,60.1,56.0,1112.0,4.72,4.69,2.83 +12427,1.03,Very Good,F,SI1,60.6,63.0,5241.0,6.47,6.5,3.93 +37184,0.46,Fair,I,VS1,65.6,57.0,972.0,4.85,4.82,3.17 +48380,0.58,Ideal,E,VS1,60.1,57.0,1965.0,5.41,5.47,3.27 +17037,1.24,Ideal,D,SI1,61.9,56.0,6805.0,6.9,6.87,4.26 +1076,0.31,Good,H,SI1,63.6,57.0,558.0,4.31,4.28,2.73 +50511,0.7,Good,I,VS1,64.3,58.0,2271.0,5.56,5.61,3.59 +28199,0.38,Ideal,G,SI1,62.4,57.0,666.0,4.62,4.65,2.89 +34604,0.27,Very Good,E,VS1,60.2,58.0,470.0,4.19,4.22,2.53 +45379,0.72,Very Good,J,SI1,62.7,56.0,1666.0,5.66,5.72,3.57 +35732,0.3,Ideal,D,VS2,62.5,54.0,911.0,4.32,4.29,2.69 +52842,0.73,Ideal,I,VVS1,61.9,55.0,2575.0,5.78,5.82,3.59 +21772,1.23,Ideal,D,VS2,62.3,57.0,9836.0,6.86,6.82,4.26 +36501,0.41,Very Good,G,VVS1,63.1,57.0,945.0,4.68,4.73,2.97 +21973,1.83,Premium,I,VS2,60.5,60.0,10043.0,7.93,7.86,4.78 +31451,0.34,Ideal,G,VS2,61.8,56.0,765.0,4.52,4.48,2.78 +7560,1.12,Premium,H,SI2,62.4,58.0,4250.0,6.63,6.58,4.12 +11240,1.55,Good,G,I1,63.6,58.0,4965.0,7.34,7.29,4.65 +7444,0.9,Good,F,SI1,64.2,56.0,4232.0,6.02,6.1,3.89 +34346,0.39,Ideal,F,VS2,59.2,58.0,862.0,4.78,4.81,2.84 +12568,1.02,Very Good,E,SI1,63.2,61.0,5278.0,6.37,6.31,4.01 +29695,0.31,Very Good,H,VVS1,63.0,58.0,707.0,4.33,4.37,2.74 +32966,0.32,Premium,H,SI1,62.0,58.0,461.0,4.38,4.39,2.72 +5803,1.24,Very Good,J,SI2,63.3,60.0,3908.0,6.83,6.75,4.29 +30768,0.36,Very Good,F,VS2,61.3,59.0,741.0,4.55,4.6,2.79 +42351,0.39,Ideal,E,VVS2,61.6,56.0,1300.0,4.69,4.73,2.9 +43236,0.57,Ideal,F,SI2,61.0,56.0,1397.0,5.37,5.32,3.26 +32083,0.33,Ideal,D,VS2,62.3,57.0,781.0,4.41,4.45,2.76 +47723,0.52,Ideal,E,VS2,61.7,56.0,1888.0,5.16,5.21,3.2 +46125,0.55,Very Good,E,VS2,62.1,60.0,1744.0,5.19,5.24,3.24 +21393,1.73,Very Good,J,VS2,60.9,59.0,9510.0,7.72,7.76,4.71 +34342,0.3,Ideal,E,VVS1,62.1,57.0,862.0,4.27,4.3,2.66 +10398,0.31,Premium,G,SI1,62.6,58.0,593.0,4.34,4.29,2.7 +12287,1.15,Ideal,I,SI2,61.3,57.0,5216.0,6.78,6.71,4.13 +10342,1.03,Very Good,G,SI2,63.9,59.0,4769.0,6.33,6.39,4.07 +41373,0.51,Very Good,G,SI1,60.3,61.0,1220.0,5.12,5.19,3.11 +665,1.01,Good,H,I1,64.2,61.0,2846.0,6.25,6.18,3.99 +48536,0.46,Ideal,G,IF,61.7,56.0,1987.0,4.97,5.01,3.08 +27260,2.01,Very Good,E,SI1,62.7,57.0,17676.0,8.03,8.11,5.06 +46990,0.57,Good,G,VS2,58.2,66.0,1816.0,5.34,5.45,3.14 +16605,1.01,Very Good,G,VS1,64.4,59.0,6632.0,6.26,6.31,4.05 +8554,1.01,Premium,E,SI2,62.5,60.0,4434.0,6.42,6.39,4.0 +36098,0.32,Premium,F,VVS1,61.3,58.0,926.0,4.37,4.4,2.69 +32212,0.31,Ideal,E,VVS2,61.5,59.0,789.0,4.36,4.39,2.69 +29505,0.4,Premium,G,SI1,62.0,59.0,702.0,4.7,4.72,2.92 +51792,0.7,Very Good,I,VVS2,63.3,55.0,2415.0,5.67,5.61,3.57 +48120,0.7,Ideal,J,SI1,62.6,56.0,1937.0,5.66,5.68,3.55 +28960,0.31,Very Good,I,VS2,60.8,60.0,435.0,4.37,4.42,2.67 +35928,0.43,Premium,D,SI2,62.6,58.0,919.0,4.82,4.79,3.01 +33625,0.33,Ideal,I,SI1,61.0,57.0,463.0,4.45,4.47,2.72 +22553,1.52,Ideal,H,SI1,61.5,58.0,10589.0,7.4,7.36,4.54 +44777,0.56,Ideal,I,VVS1,61.1,55.0,1622.0,5.33,5.35,3.26 +39104,0.41,Premium,I,VVS2,62.4,60.0,1061.0,4.73,4.7,2.94 +39401,0.41,Premium,G,VVS2,61.4,58.0,1076.0,4.8,4.75,2.93 +15183,1.0,Very Good,F,VS1,58.1,62.0,6098.0,6.57,6.62,3.83 +32168,0.41,Ideal,H,SI2,60.8,57.0,787.0,4.84,4.8,2.93 +7708,1.04,Premium,G,SI2,62.9,58.0,4277.0,6.47,6.43,4.06 +42600,0.5,Good,E,SI1,58.5,59.0,1331.0,5.2,5.23,3.05 +9614,1.0,Good,J,VVS1,63.5,59.0,4633.0,6.29,6.34,4.01 +32816,0.34,Ideal,E,VS1,61.2,57.0,805.0,4.45,4.5,2.74 +51339,0.52,Ideal,D,VVS2,62.3,56.0,2362.0,5.12,5.15,3.2 +37740,0.46,Ideal,I,VS1,62.0,54.0,997.0,4.97,4.99,3.09 +48013,0.53,Ideal,H,IF,62.0,54.0,1920.0,5.19,5.23,3.23 +24108,1.51,Premium,D,SI1,61.1,60.0,12261.0,7.37,7.32,4.49 +20028,0.3,Very Good,E,SI2,61.9,58.0,421.0,4.28,4.31,2.66 +19631,1.03,Ideal,G,VVS1,62.0,56.0,8248.0,6.5,6.54,4.04 +36832,0.3,Ideal,E,IF,61.1,57.0,957.0,4.31,4.33,2.64 +42973,0.41,Ideal,E,VVS1,61.7,56.0,1367.0,4.78,4.82,2.96 +27579,1.54,Ideal,F,VS1,60.3,57.0,18416.0,7.49,7.56,4.54 +9693,0.32,Ideal,D,SI1,62.0,57.0,589.0,4.37,4.4,2.72 +41859,0.46,Very Good,E,VS1,62.9,52.0,1257.0,4.9,4.95,3.1 +45896,0.52,Ideal,D,SI1,60.9,57.0,1720.0,5.21,5.17,3.16 +5485,0.9,Very Good,G,SI1,61.3,60.0,3841.0,6.14,6.17,3.77 +49727,0.7,Fair,H,VS1,64.9,56.0,2152.0,5.68,5.56,3.65 +43988,0.28,Good,G,VS2,61.8,61.0,394.0,4.2,4.21,2.6 +2079,0.7,Very Good,E,VS1,62.0,60.0,3109.0,5.61,5.64,3.49 +15819,1.0,Premium,F,VS2,62.8,59.0,6328.0,6.35,6.32,3.98 +37508,0.49,Very Good,F,SI1,62.3,57.0,985.0,5.05,5.07,3.15 +39469,0.41,Ideal,E,VS1,61.8,57.0,1079.0,4.76,4.79,2.95 +51589,0.73,Premium,F,SI2,58.3,58.0,2393.0,5.95,5.91,3.46 +42182,0.5,Premium,G,SI1,62.6,56.0,1286.0,5.1,5.06,3.18 +13174,1.31,Premium,J,SI1,59.4,60.0,5446.0,7.06,7.12,4.21 +14648,1.05,Ideal,D,SI1,62.8,57.0,5914.0,6.46,6.48,4.06 +18422,1.52,Ideal,J,SI1,61.9,57.0,7491.0,7.37,7.33,4.55 +22356,0.31,Premium,H,VS2,62.5,54.0,628.0,4.39,4.35,2.73 +19004,1.11,Ideal,F,VS2,61.9,55.0,7823.0,6.62,6.66,4.11 +34556,0.4,Ideal,G,SI2,60.6,56.0,870.0,4.82,4.76,2.91 +53001,0.7,Ideal,F,SI1,61.4,57.0,2596.0,5.69,5.67,3.49 +10362,1.15,Premium,H,SI1,60.2,60.0,4772.0,6.87,6.78,4.11 +30340,0.34,Ideal,F,SI1,63.0,54.0,727.0,4.5,4.48,2.83 +1739,0.32,Ideal,H,VS1,61.9,55.0,561.0,4.4,4.42,2.73 +24684,2.0,Very Good,J,VS2,60.8,62.0,13043.0,8.09,8.12,4.93 +52953,0.24,Very Good,D,VVS2,62.4,58.0,552.0,3.94,4.01,2.48 +31764,0.35,Ideal,H,VVS1,60.9,57.0,773.0,4.55,4.58,2.78 +43877,0.52,Premium,F,VS2,60.2,59.0,1451.0,5.19,5.21,3.13 +39999,0.41,Ideal,F,VS2,60.9,57.0,1107.0,4.78,4.74,2.9 +21982,1.52,Very Good,I,VS2,62.3,58.0,10051.0,7.32,7.28,4.55 +17340,1.23,Premium,H,VS2,62.4,61.0,6957.0,6.85,6.8,4.26 +33669,0.34,Ideal,E,VVS2,62.3,57.0,835.0,4.44,4.48,2.78 +33906,0.3,Premium,E,VS2,62.0,58.0,844.0,4.29,4.26,2.65 +33965,0.35,Very Good,D,VS1,59.9,56.0,846.0,4.61,4.64,2.77 +14815,1.12,Very Good,D,SI1,62.2,59.0,5966.0,6.65,6.67,4.14 +49155,0.59,Ideal,G,VVS2,62.2,56.0,2070.0,5.4,5.37,3.35 +27520,1.7,Premium,F,VS2,62.8,58.0,18251.0,7.61,7.54,4.76 +40959,0.42,Premium,G,VVS1,62.7,58.0,1179.0,4.74,4.79,2.99 +15358,1.01,Premium,F,VS2,63.0,58.0,6165.0,6.4,6.34,4.01 +13523,1.01,Good,D,SI1,65.1,57.0,5544.0,6.3,6.32,4.11 +4541,1.0,Premium,H,SI2,59.6,62.0,3640.0,6.52,6.41,3.85 +50411,1.01,Premium,F,I1,62.6,57.0,2257.0,6.42,6.3,3.99 +4973,0.73,Ideal,D,VS2,62.6,55.0,3735.0,5.71,5.76,3.59 +46832,0.54,Ideal,G,VS1,61.7,56.0,1809.0,5.22,5.25,3.23 +49782,0.61,Ideal,E,VS1,61.6,57.0,2161.0,5.42,5.45,3.35 +5970,0.9,Very Good,F,SI1,63.7,58.0,3950.0,6.05,6.1,3.87 +33020,0.33,Ideal,E,VVS2,61.2,56.0,814.0,4.46,4.5,2.74 +22015,1.5,Ideal,I,VS1,61.3,57.0,10080.0,7.35,7.32,4.5 +39244,0.51,Very Good,I,VS2,60.3,63.0,1068.0,5.16,5.13,3.1 +38738,0.32,Ideal,E,VVS1,62.5,56.0,1044.0,4.42,4.38,2.75 +32483,0.3,Ideal,G,VS1,61.8,56.0,795.0,4.32,4.35,2.68 +12084,0.9,Very Good,F,VS2,62.7,58.0,5160.0,6.12,6.19,3.86 +36507,0.36,Good,F,VS1,63.6,60.0,945.0,4.52,4.47,2.86 +50677,0.5,Ideal,G,IF,60.8,54.0,2287.0,5.19,5.2,3.16 +18853,1.2,Premium,G,VS2,62.1,61.0,7728.0,6.74,6.68,4.17 +32120,0.34,Very Good,E,VS1,62.3,53.0,784.0,4.47,4.52,2.8 +6793,0.7,Ideal,F,VVS2,61.2,56.0,4114.0,5.73,5.78,3.52 +24033,0.4,Ideal,J,VS1,61.5,58.0,633.0,4.73,4.76,2.92 +46469,0.63,Premium,E,SI2,58.5,61.0,1775.0,5.64,5.58,3.28 +39842,0.5,Fair,E,SI1,66.5,58.0,1098.0,4.87,4.9,3.25 +45116,0.71,Good,I,SI1,63.6,63.0,1651.0,5.61,5.64,3.58 +5542,0.71,Ideal,D,VVS2,61.3,57.0,3856.0,5.7,5.81,3.53 +40266,0.33,Very Good,G,SI1,59.8,58.0,492.0,4.52,4.54,2.71 +49999,0.58,Premium,D,VS1,61.4,58.0,2192.0,5.37,5.34,3.29 +28413,0.29,Ideal,E,VVS2,62.0,55.0,669.0,4.25,4.27,2.64 +6607,0.91,Very Good,F,SI2,60.6,56.0,4081.0,6.27,6.3,3.81 +20984,1.63,Very Good,I,SI1,61.9,60.0,9199.0,7.51,7.55,4.66 +4406,0.31,Good,I,VVS1,63.1,59.0,571.0,4.25,4.31,2.7 +9053,0.34,Premium,I,SI1,60.4,56.0,589.0,4.56,4.54,2.75 +24789,1.52,Very Good,G,VS2,61.9,56.0,13161.0,7.28,7.39,4.54 +29405,0.33,Ideal,G,VS1,61.5,56.0,699.0,4.45,4.48,2.74 +46433,0.62,Premium,G,VS1,62.9,58.0,1770.0,5.41,5.37,3.39 +37400,0.37,Ideal,D,VVS2,60.5,57.0,983.0,4.65,4.68,2.82 +41258,0.3,Very Good,F,SI1,62.1,61.0,500.0,4.25,4.29,2.65 +23248,1.51,Premium,G,SI1,62.6,58.0,11255.0,7.3,7.27,4.56 +11010,1.1,Premium,H,SI1,63.0,58.0,4916.0,6.6,6.55,4.14 +17323,1.28,Premium,H,SI1,62.3,58.0,6946.0,7.0,6.94,4.34 +39834,0.5,Very Good,E,SI2,63.0,57.0,1098.0,5.01,5.05,3.17 +20428,2.01,Good,I,SI2,63.8,57.0,8780.0,8.0,7.95,5.1 +35479,0.39,Ideal,F,VS1,61.6,57.0,902.0,4.7,4.72,2.9 +32010,0.31,Very Good,F,VVS1,59.2,62.0,777.0,4.34,4.41,2.59 +37723,0.34,Ideal,G,VVS2,62.1,55.0,995.0,4.48,4.44,2.77 +31473,0.34,Ideal,H,VS1,62.7,55.0,765.0,4.51,4.48,2.82 +42920,0.53,Ideal,F,SI1,62.9,57.0,1363.0,5.18,5.15,3.25 +10214,1.16,Ideal,I,SI1,61.5,60.0,4742.0,6.76,6.71,4.14 +12179,1.02,Premium,E,SI1,61.5,58.0,5183.0,6.46,6.51,3.99 +29304,0.3,Ideal,I,VS2,62.0,55.0,438.0,4.3,4.35,2.68 +12566,1.1,Ideal,H,SI1,61.6,57.0,5278.0,6.63,6.61,4.08 +39786,0.58,Very Good,J,SI1,62.1,57.0,1095.0,5.35,5.41,3.34 +13314,1.03,Very Good,D,SI1,62.6,58.0,5498.0,6.44,6.49,4.05 +12569,1.2,Premium,G,SI2,59.2,60.0,5278.0,6.92,6.9,4.09 +28534,0.33,Ideal,I,IF,61.1,56.0,675.0,4.45,4.49,2.73 +9825,1.01,Very Good,G,SI1,63.4,58.0,4672.0,6.33,6.28,4.0 +44725,0.53,Ideal,G,VS1,61.5,57.0,1615.0,5.26,5.21,3.22 +26987,1.7,Very Good,G,VVS2,61.5,60.0,17073.0,7.59,7.64,4.68 +50172,0.71,Very Good,I,VS2,61.4,56.0,2219.0,5.73,5.79,3.53 +11386,0.34,Ideal,E,SI1,61.0,57.0,596.0,4.48,4.51,2.74 +285,1.0,Premium,I,SI2,58.2,60.0,2795.0,6.61,6.55,3.83 +33080,0.47,Premium,I,SI2,61.5,62.0,814.0,5.01,4.95,3.06 +29576,0.41,Ideal,E,SI1,61.8,56.0,705.0,4.77,4.78,2.95 +5263,0.9,Ideal,H,SI2,62.3,57.0,3794.0,6.16,6.19,3.85 +14546,1.07,Ideal,D,SI1,61.8,55.0,5872.0,6.59,6.54,4.06 +3434,0.72,Ideal,E,VS2,61.5,56.0,3385.0,5.71,5.77,3.53 +48575,0.53,Ideal,G,VVS2,61.7,54.5,1993.0,5.2,5.26,3.23 +46078,0.52,Ideal,G,VS2,61.3,56.0,1737.0,5.18,5.21,3.18 +26905,2.26,Ideal,I,SI1,62.4,57.0,16904.0,8.43,8.37,5.24 +49061,0.7,Very Good,I,SI1,59.4,62.0,2058.0,5.77,5.82,3.44 +9830,1.01,Premium,G,SI1,62.5,60.0,4672.0,6.39,6.34,3.98 +52819,0.71,Very Good,E,SI1,62.9,57.0,2573.0,5.66,5.7,3.57 +44483,0.55,Ideal,E,VS2,59.8,57.0,1596.0,5.3,5.34,3.18 +33683,0.31,Ideal,I,IF,61.3,57.0,837.0,4.4,4.34,2.68 +50002,0.76,Fair,H,SI1,65.5,59.0,2193.0,5.75,5.66,3.74 +29359,0.31,Premium,G,VS2,61.7,59.0,698.0,4.34,4.31,2.67 +4920,0.9,Fair,H,VS2,64.6,54.0,3725.0,6.09,6.14,3.95 +11548,1.0,Very Good,F,SI1,63.8,56.0,5030.0,6.25,6.29,4.0 +43687,0.5,Good,D,SI1,63.3,56.0,1436.0,5.07,5.1,3.22 +46968,0.32,Ideal,H,VS2,61.7,57.0,529.0,4.38,4.4,2.71 +10321,1.07,Ideal,I,VS2,62.1,56.0,4764.0,6.61,6.53,4.08 +11472,1.03,Ideal,D,SI2,61.8,54.0,5013.0,6.46,6.52,4.01 +38087,0.3,Ideal,F,IF,62.0,56.0,1013.0,4.34,4.3,2.68 +52971,0.4,Ideal,J,SI1,62.2,57.0,552.0,4.71,4.74,2.94 +51079,0.54,Ideal,F,VVS2,61.2,55.0,2333.0,5.27,5.25,3.22 +1833,0.7,Very Good,E,VS1,61.1,55.0,3061.0,5.72,5.77,3.51 +43210,0.73,Premium,G,I1,62.5,58.0,1395.0,5.82,5.74,3.61 +14113,1.4,Premium,G,SI2,60.6,58.0,5723.0,7.26,7.22,4.39 +30481,0.31,Ideal,D,SI1,61.2,55.0,732.0,4.49,4.37,2.71 +51101,0.56,Very Good,G,VVS2,62.1,55.6,2336.0,5.29,5.31,3.29 +1143,0.71,Very Good,E,VS2,63.3,59.0,2922.0,5.62,5.66,3.57 +39784,0.36,Ideal,D,VS2,61.1,57.0,1094.0,4.62,4.58,2.81 +2976,0.71,Ideal,G,VS2,61.8,56.0,3299.0,5.68,5.72,3.52 +11430,1.16,Premium,I,SI1,61.5,57.0,5002.0,6.79,6.73,4.16 +18188,1.2,Ideal,G,SI1,61.6,57.0,7372.0,6.85,6.88,4.23 +24237,1.51,Premium,G,VS2,60.7,60.0,12437.0,7.36,7.4,4.48 +19789,1.06,Ideal,G,VVS2,61.7,56.0,8358.0,6.59,6.56,4.06 +10875,1.05,Good,E,SI1,64.2,61.0,4878.0,6.33,6.41,4.09 +21383,0.34,Very Good,D,SI1,62.8,55.0,626.0,4.45,4.5,2.81 +12669,1.01,Premium,H,VS2,61.5,59.0,5303.0,6.48,6.49,3.99 +23395,0.36,Very Good,E,VS2,59.9,55.0,631.0,4.66,4.69,2.8 +46093,0.96,Fair,H,I1,69.2,56.0,1739.0,5.97,5.83,4.08 +17934,1.16,Ideal,G,VS2,61.7,57.0,7243.0,6.8,6.72,4.17 +22257,1.4,Ideal,G,VS2,61.7,56.0,10311.0,7.2,7.25,4.46 +52333,0.56,Premium,E,VVS2,59.2,56.0,2496.0,5.49,5.39,3.22 +43337,0.55,Good,E,SI1,63.1,58.0,1406.0,5.2,5.23,3.29 +44440,0.51,Very Good,E,VS2,63.0,59.0,1590.0,5.05,5.08,3.19 +15851,1.35,Premium,I,SI1,62.1,58.0,6340.0,7.07,7.0,4.37 +35977,0.42,Very Good,G,VS1,62.4,59.0,921.0,4.78,4.8,2.99 +11880,1.21,Very Good,I,SI2,62.0,56.0,5111.0,6.79,6.86,4.23 +1958,0.74,Ideal,D,VS2,61.9,56.0,3087.0,5.84,5.79,3.6 +52143,0.78,Premium,F,SI1,62.3,57.0,2469.0,5.86,5.85,3.65 +35211,0.33,Ideal,I,IF,62.2,56.0,891.0,4.45,4.42,2.76 +30656,0.31,Very Good,D,VS1,62.3,56.0,736.0,4.33,4.37,2.71 +8149,1.01,Premium,I,SI1,61.9,58.0,4355.0,6.48,6.42,3.99 +1408,0.41,Ideal,I,SI1,61.7,55.0,561.0,4.77,4.8,2.95 +53059,0.92,Premium,F,I1,60.7,58.0,2607.0,6.29,6.26,3.81 +15351,1.27,Very Good,H,SI1,63.2,56.0,6162.0,6.92,6.88,4.36 +34985,0.34,Premium,F,VS2,62.6,59.0,880.0,4.48,4.44,2.79 +44263,0.52,Ideal,H,VS1,62.0,55.4,1575.0,5.16,5.21,3.21 +5228,0.92,Good,I,VS2,59.6,61.0,3785.0,6.28,6.34,3.76 +3794,0.71,Very Good,E,VS1,62.6,59.0,3464.0,5.68,5.76,3.58 +6759,0.91,Very Good,G,VS2,64.0,56.6,4105.0,6.09,6.15,3.92 +7239,1.13,Very Good,I,SI2,59.9,57.0,4195.0,6.76,6.8,4.06 +15543,1.03,Ideal,G,VS2,60.3,56.0,6229.0,6.59,6.55,3.96 +19389,1.09,Premium,F,VS1,60.9,58.0,8057.0,6.63,6.67,4.05 +22025,0.32,Ideal,G,VS1,61.4,56.0,628.0,4.42,4.47,2.73 +35289,0.3,Very Good,H,VS2,60.9,61.0,473.0,4.32,4.35,2.64 +4666,0.85,Ideal,G,SI1,62.2,56.0,3670.0,6.04,6.09,3.77 +45980,0.3,Premium,E,SI1,61.3,60.0,526.0,4.27,4.31,2.63 +53671,0.84,Ideal,J,VS2,61.1,57.0,2709.0,6.09,6.12,3.73 +38343,0.32,Ideal,G,IF,62.9,55.0,1020.0,4.41,4.37,2.76 +37551,0.31,Ideal,E,VVS1,61.7,56.0,988.0,4.36,4.33,2.68 +4310,0.74,Ideal,F,VS1,62.0,57.0,3593.0,5.81,5.78,3.6 +50401,0.71,Ideal,I,SI1,61.4,56.0,2255.0,5.73,5.77,3.53 +49256,0.51,Premium,D,VVS2,61.6,59.0,2087.0,5.12,5.08,3.14 +5434,0.79,Very Good,E,VS1,62.2,55.0,3827.0,5.95,6.01,3.72 +26787,2.03,Premium,E,SI1,62.9,57.0,16629.0,8.04,7.98,5.04 +28438,0.43,Ideal,I,SI1,62.2,54.0,670.0,4.84,4.87,3.02 +16628,1.02,Ideal,G,VS2,61.7,56.0,6648.0,6.44,6.52,4.0 +14093,1.19,Ideal,E,SI2,60.2,57.0,5717.0,6.84,6.87,4.13 +27114,1.86,Very Good,H,VVS2,58.6,62.0,17267.0,8.07,8.14,4.75 +48922,0.7,Very Good,H,VS2,61.8,58.0,2042.0,5.66,5.73,3.52 +41303,0.56,Ideal,F,SI2,61.9,55.0,1212.0,5.27,5.31,3.28 +31878,0.3,Ideal,H,VVS2,62.2,57.0,776.0,4.29,4.26,2.66 +46984,0.59,Ideal,D,SI1,61.0,57.0,1816.0,5.43,5.46,3.32 +47215,0.5,Very Good,H,VVS1,63.5,58.0,1838.0,5.03,4.98,3.18 +10049,0.31,Ideal,I,SI1,62.2,56.0,418.0,4.34,4.37,2.71 +47522,0.54,Ideal,G,VVS2,62.2,55.0,1868.0,5.22,5.27,3.26 +44340,0.24,Very Good,E,VVS1,60.3,61.0,521.0,4.03,4.06,2.44 +19566,1.51,Ideal,I,SI1,62.7,57.0,8193.0,7.35,7.3,4.59 +2907,0.8,Good,G,VS1,63.2,60.1,3283.0,5.77,5.85,3.67 +41683,0.54,Ideal,H,SI1,61.0,56.0,1240.0,5.28,5.24,3.21 +43969,0.23,Very Good,E,VVS1,62.9,59.0,518.0,3.9,3.95,2.47 +25062,2.22,Very Good,J,SI2,62.8,57.0,13579.0,8.29,8.33,5.22 +37514,0.42,Ideal,F,VS1,60.6,56.0,985.0,4.87,4.83,2.94 +30985,0.37,Premium,G,VS1,61.4,58.0,746.0,4.58,4.61,2.82 +21108,1.5,Good,I,VS1,61.2,62.0,9278.0,7.26,7.32,4.46 +4213,0.9,Good,D,SI1,61.9,64.0,3567.0,6.0,6.09,3.74 +20645,1.5,Very Good,H,VS2,61.5,57.0,8936.0,7.32,7.37,4.52 +8849,1.01,Fair,E,SI1,65.1,61.0,4480.0,6.27,6.24,4.07 +20353,1.55,Premium,J,VS1,62.6,59.0,8749.0,7.4,7.35,4.62 +19359,0.27,Ideal,D,VVS1,62.2,56.0,622.0,4.12,4.15,2.57 +26915,2.13,Premium,G,SI2,60.7,60.0,16931.0,8.37,8.27,5.05 +39306,0.38,Ideal,H,VVS1,60.7,56.0,1069.0,4.75,4.74,2.88 +11003,1.17,Premium,H,SI2,62.7,56.0,4914.0,6.74,6.68,4.21 +35062,0.34,Ideal,D,VVS2,61.2,56.0,885.0,4.5,4.52,2.76 +6583,1.03,Premium,H,SI2,60.7,59.0,4078.0,6.48,6.54,3.95 +24448,2.12,Ideal,D,SI2,62.9,55.0,12707.0,8.17,8.14,5.13 +26411,2.14,Very Good,I,VS2,62.8,59.0,15931.0,8.16,8.21,5.14 +13467,0.91,Very Good,E,VS1,61.8,60.0,5530.0,6.17,6.2,3.82 +43550,0.52,Very Good,D,SI1,61.6,58.0,1429.0,5.14,5.22,3.19 +32136,0.3,Ideal,E,VVS2,60.9,57.0,786.0,4.32,4.35,2.64 +43964,0.26,Good,F,VVS2,60.4,61.0,517.0,4.13,4.18,2.51 +48811,0.76,Ideal,J,VS2,61.8,54.0,2026.0,5.87,5.91,3.64 +1838,0.71,Fair,G,VVS1,62.8,57.0,3062.0,5.67,5.57,3.53 +26444,2.0,Very Good,H,SI1,63.2,58.0,15984.0,7.95,7.93,5.02 +21961,1.66,Premium,G,SI2,59.1,58.0,10030.0,7.77,7.69,4.57 +4969,0.9,Good,H,SI1,58.9,61.0,3734.0,6.27,6.36,3.72 +38513,0.46,Very Good,E,SI1,59.3,63.0,1032.0,5.09,5.02,3.0 +42094,0.45,Very Good,H,VVS1,62.3,57.0,1274.0,4.9,4.93,3.06 +26874,1.75,Ideal,G,VS2,62.1,57.0,16803.0,7.73,7.69,4.79 +26998,2.02,Premium,G,SI2,60.1,59.0,17099.0,8.29,8.21,4.96 +44433,0.61,Very Good,H,VS2,63.3,57.5,1590.0,5.38,5.4,3.41 +42779,0.48,Very Good,E,SI1,62.7,58.5,1349.0,4.99,5.01,3.14 +32351,0.3,Premium,E,VVS2,61.8,58.0,789.0,4.26,4.29,2.64 +12425,1.07,Ideal,F,SI2,61.5,55.0,5240.0,6.56,6.62,4.05 +13519,1.0,Good,G,VS2,62.9,56.0,5544.0,6.33,6.39,4.0 +42055,0.38,Ideal,D,VVS1,60.7,57.0,1270.0,4.69,4.74,2.86 +39441,0.41,Ideal,D,VS2,61.6,55.0,1076.0,4.77,4.74,2.93 +24999,1.51,Good,G,VS1,62.4,59.0,13515.0,7.25,7.28,4.53 +17676,1.01,Premium,F,VS1,61.3,58.0,7127.0,6.52,6.44,3.97 +18599,1.0,Premium,E,VS1,61.1,60.0,7588.0,6.43,6.41,3.92 +39927,0.42,Ideal,E,VS1,61.6,57.0,1105.0,4.8,4.84,2.97 +26499,1.52,Ideal,G,VVS1,62.4,55.0,16104.0,7.39,7.3,4.58 +2283,0.9,Very Good,H,SI2,62.8,57.0,3160.0,6.15,6.2,3.88 +22626,1.75,Very Good,J,VS1,61.5,59.0,10681.0,7.75,7.83,4.79 +8438,0.7,Good,D,VVS1,61.0,61.0,4407.0,5.69,5.72,3.48 +75,0.3,Good,H,SI1,63.7,57.0,554.0,4.28,4.26,2.72 +33871,0.3,Ideal,E,VS2,61.2,55.0,844.0,4.35,4.31,2.65 +30134,0.32,Premium,G,VS2,61.5,60.0,720.0,4.39,4.36,2.69 +11345,1.01,Good,F,SI1,57.8,58.0,4989.0,6.65,6.6,3.83 +40598,0.34,Fair,J,SI1,64.5,57.0,497.0,4.38,4.36,2.82 +7696,1.0,Good,H,SI1,64.9,56.0,4276.0,6.24,6.31,4.07 +13287,1.0,Premium,D,SI1,62.1,58.0,5488.0,6.45,6.34,3.97 +357,0.57,Fair,E,VVS1,58.7,66.0,2805.0,5.34,5.43,3.16 +14630,1.03,Premium,E,VS2,61.3,61.0,5906.0,6.53,6.46,3.98 +19333,1.38,Ideal,H,VS1,63.6,56.0,8037.0,7.05,7.0,4.47 +2972,0.91,Very Good,J,VS2,62.6,55.0,3299.0,6.17,6.19,3.87 +36121,0.36,Ideal,E,VVS2,61.8,54.0,928.0,4.6,4.62,2.85 +4258,0.9,Very Good,I,SI1,62.3,58.0,3580.0,6.12,6.17,3.83 +52448,0.78,Very Good,F,SI2,63.0,57.0,2515.0,5.85,5.9,3.7 +33854,0.3,Premium,E,VS2,62.1,58.0,844.0,4.31,4.29,2.67 +40609,0.23,Ideal,F,VS2,61.9,55.0,498.0,3.94,3.97,2.45 +31966,0.26,Very Good,E,VS2,60.4,58.0,452.0,4.15,4.19,2.52 +13857,1.0,Premium,F,SI1,61.9,60.0,5645.0,6.39,6.34,3.94 +31406,0.3,Ideal,G,VVS1,61.7,57.0,764.0,4.31,4.35,2.67 +11841,1.22,Ideal,H,SI2,61.0,57.0,5099.0,6.89,6.95,4.22 +19324,1.51,Premium,H,SI2,61.4,60.0,8033.0,7.37,7.31,4.51 +16033,0.3,Premium,I,VS1,62.0,58.0,608.0,4.3,4.25,2.65 +37423,0.33,Ideal,G,IF,61.8,55.0,984.0,4.45,4.48,2.76 +39899,0.42,Ideal,D,VS2,61.8,56.0,1103.0,4.84,4.8,2.98 +7021,1.12,Premium,G,SI2,61.2,58.0,4158.0,6.69,6.67,4.09 +10219,1.15,Very Good,H,SI2,62.0,58.0,4743.0,6.66,6.7,4.14 +5322,0.9,Good,D,SI2,63.8,58.0,3806.0,6.09,6.13,3.9 +13405,0.32,Premium,F,VS2,59.5,60.0,602.0,4.46,4.48,2.66 +16573,1.01,Premium,G,VS1,62.6,59.0,6618.0,6.46,6.38,4.02 +1206,0.82,Ideal,E,SI2,62.1,56.0,2937.0,6.01,5.98,3.72 +30665,0.4,Very Good,E,SI1,62.0,55.0,737.0,4.68,4.74,2.92 +540,0.7,Ideal,H,VVS1,61.6,57.0,2827.0,5.69,5.74,3.52 +43885,0.54,Ideal,H,VS2,61.6,55.0,1453.0,5.23,5.25,3.23 +17638,1.51,Ideal,G,SI2,61.8,57.0,7103.0,7.37,7.31,4.54 +14988,1.0,Premium,F,VS2,58.7,62.0,6037.0,6.6,6.51,3.85 +37722,0.34,Ideal,G,VVS2,61.9,57.0,995.0,4.48,4.44,2.76 +41700,0.41,Premium,E,VVS1,61.2,62.0,1241.0,4.78,4.76,2.92 +31308,0.32,Ideal,D,VS2,62.6,57.0,758.0,4.37,4.41,2.75 +50303,0.27,Very Good,D,VVS1,61.0,61.0,544.0,4.14,4.15,2.53 +20187,1.22,Very Good,G,VS1,62.2,58.0,8633.0,6.75,6.81,4.22 +18563,1.17,Premium,F,VS2,62.4,56.0,7568.0,6.76,6.71,4.2 +9955,1.09,Good,F,SI2,60.3,61.0,4698.0,6.64,6.69,4.02 +29363,0.31,Premium,G,VS2,61.2,58.0,698.0,4.37,4.32,2.66 +23715,0.25,Very Good,F,VVS2,62.2,57.0,633.0,4.01,4.04,2.5 +26274,1.7,Ideal,G,VS2,62.9,55.0,15756.0,7.66,7.6,4.8 +21300,1.01,Good,F,IF,62.7,59.0,9451.0,6.3,6.42,3.99 +27386,0.41,Ideal,J,VS1,62.1,56.0,647.0,4.75,4.79,2.96 +42735,0.51,Ideal,E,SI1,61.1,56.0,1343.0,5.17,5.2,3.17 +43978,0.29,Premium,F,SI1,62.4,58.0,518.0,4.26,4.24,2.65 +26394,2.03,Good,J,VVS2,63.2,60.0,15898.0,7.88,7.94,5.0 +17295,1.05,Premium,E,VS2,62.1,58.0,6930.0,6.5,6.54,4.05 +35565,0.35,Ideal,G,VS1,61.9,55.0,906.0,4.53,4.52,2.8 +18287,1.03,Ideal,F,VS1,60.7,56.0,7429.0,6.6,6.54,3.99 +51904,0.73,Very Good,G,SI1,60.8,56.0,2434.0,5.82,5.85,3.55 +39982,0.41,Premium,I,VVS1,61.5,59.0,1107.0,4.81,4.75,2.94 +39584,0.37,Premium,G,VVS2,59.1,60.0,1082.0,4.71,4.69,2.78 +26631,2.22,Good,I,SI2,63.2,57.0,16398.0,8.23,8.28,5.22 +18012,0.9,Ideal,E,VVS2,62.8,54.0,7286.0,6.11,6.21,3.87 +47038,0.55,Ideal,D,SI1,60.6,56.0,1819.0,5.32,5.27,3.21 +6753,1.09,Premium,E,SI2,60.1,62.0,4102.0,6.72,6.6,4.0 +10043,0.26,Very Good,G,VS1,62.1,56.0,418.0,4.07,4.11,2.54 +1734,0.32,Premium,G,VS2,61.7,60.0,561.0,4.32,4.4,2.69 +21145,1.51,Good,F,SI2,63.4,57.0,9301.0,7.25,7.29,4.61 +51509,0.55,Ideal,G,IF,61.1,57.0,2383.0,5.26,5.31,3.23 +52826,0.7,Good,F,SI1,58.7,64.0,2573.0,5.77,5.78,3.39 +8303,1.0,Good,F,SI2,60.2,65.0,4386.0,6.38,6.41,3.85 +15064,1.22,Ideal,J,VS2,61.0,55.0,6052.0,6.92,6.96,4.23 +28746,0.31,Ideal,E,VS2,61.3,56.0,680.0,4.34,4.37,2.67 +53346,0.7,Ideal,E,SI1,61.4,57.0,2656.0,5.71,5.75,3.52 +27340,2.02,Premium,I,VS2,59.0,59.0,17893.0,8.34,8.27,4.9 +26204,1.5,Ideal,F,VS2,61.9,56.0,15584.0,7.33,7.31,4.53 +41736,0.41,Ideal,E,VVS2,61.9,56.0,1243.0,4.78,4.75,2.95 +13634,1.03,Premium,H,VS2,61.0,58.0,5579.0,6.53,6.46,3.96 +19949,1.66,Good,J,VS2,64.4,54.0,8496.0,7.45,7.54,4.83 +588,0.72,Ideal,E,SI1,61.0,57.0,2835.0,5.78,5.8,3.53 +31625,0.3,Ideal,H,SI1,62.2,57.0,450.0,4.26,4.29,2.66 +10974,1.02,Premium,D,SI2,62.5,59.0,4907.0,6.43,6.38,4.0 +10806,1.15,Premium,G,SI1,62.0,58.0,4863.0,6.77,6.68,4.17 +38638,0.31,Very Good,H,VS2,60.5,63.0,489.0,4.33,4.37,2.63 +31459,0.4,Premium,J,VS2,60.9,62.0,765.0,4.76,4.73,2.89 +46441,0.6,Very Good,F,VS2,62.1,57.0,1772.0,5.37,5.39,3.34 +44805,0.5,Premium,G,VS1,62.2,59.0,1624.0,5.04,5.09,3.15 +45283,0.56,Ideal,G,VS2,59.6,57.0,1662.0,5.37,5.39,3.21 +51009,0.74,Very Good,I,VS2,60.8,59.0,2327.0,5.83,5.85,3.55 +9969,1.25,Very Good,J,SI1,62.5,57.0,4702.0,6.83,6.86,4.28 +26993,2.0,Very Good,I,VS2,63.1,60.0,17084.0,7.95,7.99,5.03 +37124,0.44,Very Good,E,SI1,63.4,57.0,970.0,4.85,4.81,3.06 +6796,0.91,Fair,H,VVS1,56.5,67.0,4115.0,6.38,6.4,3.61 +18707,0.27,Very Good,E,VVS2,62.0,59.0,620.0,4.14,4.18,2.58 +53189,0.57,Ideal,E,VVS1,62.3,53.5,2632.0,5.29,5.33,3.31 +30434,0.32,Ideal,G,VVS1,61.7,56.0,730.0,4.37,4.41,2.71 +3036,0.31,Ideal,G,VVS2,62.2,55.0,565.0,4.32,4.36,2.7 +41475,0.5,Very Good,D,SI1,62.5,58.0,1231.0,5.06,4.98,3.14 +36460,0.31,Ideal,D,VS2,62.7,55.0,942.0,4.34,4.31,2.71 +42876,0.45,Premium,D,VS1,60.6,59.0,1358.0,4.98,4.96,3.01 +16130,1.02,Very Good,D,VS2,63.9,59.0,6447.0,6.29,6.33,4.03 +40043,0.7,Good,I,I1,63.9,62.0,1111.0,5.62,5.57,3.58 +9556,1.1,Ideal,H,SI2,62.0,55.0,4620.0,6.62,6.6,4.1 +38338,0.32,Ideal,G,IF,60.5,57.0,1020.0,4.44,4.42,2.68 +26089,2.31,Premium,J,SI1,61.1,60.0,15323.0,8.58,8.51,5.22 +36038,0.41,Premium,G,SI1,61.5,59.0,923.0,4.78,4.75,2.93 +50569,0.75,Good,E,SI2,63.2,57.0,2278.0,5.76,5.82,3.66 +42521,0.5,Fair,D,SI1,65.7,56.0,1323.0,5.01,4.97,3.28 +39607,0.26,Premium,H,VS1,62.3,59.0,491.0,4.1,4.06,2.54 +27545,2.03,Premium,E,SI2,61.5,59.0,18310.0,8.16,8.24,5.04 +20700,1.22,Very Good,G,VVS2,61.9,58.0,8975.0,6.84,6.85,4.24 +16509,1.02,Very Good,F,VS2,63.3,59.0,6597.0,6.4,6.37,4.04 +37556,0.31,Ideal,G,IF,61.0,56.0,988.0,4.38,4.37,2.67 +46058,0.46,Ideal,G,IF,62.1,56.0,1733.0,4.96,4.93,3.07 +30657,0.29,Very Good,D,SI1,59.8,55.0,737.0,4.3,4.35,2.58 +50868,0.71,Ideal,H,SI1,61.1,57.0,2313.0,5.71,5.75,3.5 +493,0.6,Ideal,F,VVS2,62.0,55.0,2822.0,5.37,5.4,3.34 +26043,2.07,Very Good,I,SI2,63.1,57.0,15245.0,8.2,8.1,5.14 +52215,0.79,Very Good,G,SI2,62.4,56.0,2482.0,5.87,5.92,3.68 +42104,0.51,Good,F,SI1,64.0,57.0,1274.0,5.06,5.01,3.22 +23105,1.02,Ideal,E,VVS1,61.3,57.0,11128.0,6.47,6.54,3.99 +2819,1.0,Good,J,VVS2,63.7,57.0,3265.0,6.34,6.31,4.03 +3503,0.9,Good,E,SI2,63.2,57.0,3401.0,6.06,6.15,3.86 +13434,1.27,Premium,J,VS1,62.6,59.0,5518.0,6.88,6.92,4.32 +48297,0.53,Ideal,G,VVS1,62.1,56.0,1958.0,5.19,5.21,3.23 +17965,1.0,Good,E,VS1,63.6,59.0,7260.0,6.32,6.35,4.03 +30064,0.34,Ideal,G,VS1,60.6,57.0,720.0,4.52,4.57,2.75 +40679,0.4,Premium,G,VVS1,60.3,58.0,1155.0,4.83,4.79,2.9 +51116,0.7,Very Good,G,VS2,63.4,58.0,2338.0,5.63,5.57,3.55 +8663,1.16,Very Good,H,SI2,63.2,57.0,4455.0,6.66,6.7,4.22 +27396,2.4,Very Good,I,SI2,60.6,58.5,17955.0,8.59,8.67,5.24 +45903,0.52,Ideal,D,SI1,62.7,56.0,1720.0,5.17,5.14,3.23 +41512,0.44,Premium,G,VVS1,60.9,59.0,1235.0,4.9,4.96,3.0 +49375,0.54,Premium,D,VS1,61.1,58.0,2100.0,5.3,5.24,3.22 +17886,1.27,Premium,H,VS2,62.1,60.0,7219.0,6.94,6.88,4.29 +20213,1.16,Ideal,G,VVS2,62.0,56.0,8646.0,6.71,6.75,4.17 +46049,0.5,Ideal,F,VS1,61.0,56.0,1731.0,5.14,5.15,3.14 +20348,1.7,Ideal,I,SI2,60.7,59.0,8743.0,7.69,7.64,4.65 +53829,0.7,Very Good,E,VS2,60.5,63.0,2737.0,5.74,5.7,3.46 +29158,0.38,Ideal,E,SI1,61.8,53.8,693.0,4.63,4.67,2.88 +34377,0.41,Very Good,F,VS2,62.6,58.0,863.0,4.75,4.81,2.99 +8841,1.01,Ideal,E,SI2,60.9,57.0,4479.0,6.47,6.51,3.95 +25067,2.01,Fair,H,SI2,61.2,66.0,13587.0,8.21,8.09,4.98 +48741,0.72,Very Good,G,SI2,62.1,59.0,2015.0,5.66,5.73,3.54 +21988,1.2,Premium,E,VS1,60.7,57.0,10053.0,6.89,6.81,4.16 +10796,1.15,Premium,G,SI2,62.5,55.0,4861.0,6.72,6.68,4.19 +9653,0.91,Ideal,F,SI2,62.0,57.0,4642.0,6.15,6.23,3.84 +17526,1.11,Premium,G,VS2,61.5,58.0,7055.0,6.69,6.62,4.09 +21632,2.04,Premium,G,I1,62.4,58.0,9727.0,8.08,8.17,5.07 +1413,1.13,Fair,H,I1,64.8,59.0,2968.0,6.52,6.42,4.19 +9980,1.02,Very Good,G,SI1,62.9,56.0,4704.0,6.36,6.4,4.01 +11193,1.0,Ideal,G,SI1,61.6,55.0,4956.0,6.51,6.41,3.98 +42456,0.55,Very Good,F,SI1,60.7,57.0,1316.0,5.27,5.3,3.21 +34028,0.4,Very Good,E,VVS2,63.0,55.0,849.0,4.72,4.74,2.98 +19312,1.53,Ideal,I,SI2,61.4,58.0,8021.0,7.4,7.42,4.55 +11915,1.07,Premium,H,SI1,61.5,57.0,5123.0,6.63,6.55,4.05 +40385,0.53,Very Good,F,SI2,62.5,57.0,1132.0,5.11,5.17,3.21 +47087,0.7,Good,J,SI2,58.7,58.0,1824.0,5.74,5.85,3.4 +15442,1.0,Good,F,VS2,63.2,59.0,6183.0,6.3,6.35,4.0 +5507,0.91,Premium,E,SI2,61.6,60.0,3846.0,6.14,6.1,3.77 +18837,1.53,Ideal,J,SI1,62.2,58.0,7721.0,7.35,7.37,4.58 +24735,1.53,Premium,G,VS2,59.4,59.0,13077.0,7.55,7.51,4.47 +347,0.72,Ideal,F,VS1,61.7,57.0,2804.0,5.74,5.77,3.55 +40707,0.52,Ideal,D,SI2,61.0,56.0,1158.0,5.17,5.22,3.17 +37662,0.42,Premium,F,SI1,62.7,55.0,992.0,4.83,4.8,3.02 +41912,0.49,Premium,F,VS2,59.2,57.0,1261.0,5.21,5.16,3.07 +881,0.9,Fair,I,SI1,65.7,58.0,2873.0,6.03,6.0,3.95 +17797,1.1,Very Good,F,VS2,62.8,56.0,7174.0,6.56,6.59,4.13 +27635,2.4,Ideal,H,SI2,62.0,55.0,18541.0,8.6,8.57,5.32 +16025,0.3,Premium,I,VS1,59.1,59.0,608.0,4.38,4.35,2.58 +46229,0.5,Ideal,D,VS2,62.5,54.0,1752.0,5.05,5.09,3.17 +42899,0.54,Premium,E,SI1,60.2,58.0,1361.0,5.27,5.3,3.18 +6664,1.03,Ideal,E,SI2,62.0,55.0,4095.0,6.46,6.44,4.0 +50168,0.73,Ideal,I,SI2,62.4,56.0,2218.0,5.74,5.77,3.59 +21258,1.32,Ideal,G,VS2,61.1,57.0,9408.0,7.07,7.13,4.34 +43848,0.52,Premium,G,VS2,60.9,58.0,1447.0,5.19,5.22,3.17 +51063,0.71,Very Good,I,VS1,61.1,57.0,2332.0,5.75,5.8,3.53 +19964,1.08,Very Good,D,VS1,60.5,58.0,8513.0,6.53,6.63,3.98 +24368,0.31,Ideal,D,VS2,62.1,55.0,636.0,4.32,4.38,2.7 +49421,0.55,Ideal,E,VS1,61.2,57.0,2107.0,5.3,5.28,3.24 +29958,0.34,Good,E,SI2,63.1,56.0,445.0,4.46,4.51,2.83 +23414,2.0,Very Good,J,SI1,61.9,59.0,11404.0,7.96,8.0,4.94 +44307,0.61,Ideal,G,SI1,62.0,54.0,1579.0,5.48,5.5,3.4 +17629,1.5,Fair,H,SI2,59.3,58.0,7098.0,7.31,7.37,4.35 +47068,0.52,Ideal,D,VS2,62.3,54.0,1822.0,5.14,5.19,3.22 +11286,1.0,Very Good,E,SI2,58.7,59.0,4975.0,6.5,6.58,3.84 +6173,0.9,Very Good,F,SI1,59.6,63.0,3992.0,6.24,6.17,3.7 +21144,1.11,Premium,E,VS1,59.8,60.0,9299.0,6.75,6.72,4.03 +9699,0.32,Ideal,I,VVS1,62.4,55.0,589.0,4.34,4.38,2.72 +46873,0.53,Ideal,E,VS2,61.3,55.0,1813.0,5.24,5.2,3.2 +11799,1.0,Premium,G,SI1,59.6,60.0,5088.0,6.49,6.43,3.85 +9949,1.04,Ideal,F,SI2,62.0,54.0,4695.0,6.49,6.51,4.03 +41337,0.5,Premium,D,SI1,59.1,61.0,1215.0,5.18,5.07,3.03 +49489,0.7,Good,H,SI1,65.0,57.0,2117.0,5.52,5.59,3.61 +31669,0.41,Very Good,F,SI1,61.9,55.0,769.0,4.78,4.81,2.97 +30313,0.4,Ideal,D,SI1,61.3,56.0,726.0,4.75,4.78,2.92 +52527,0.5,Ideal,F,IF,60.6,58.0,2529.0,5.13,5.16,3.12 +31962,0.23,Good,D,VVS2,61.8,65.0,452.0,3.9,3.93,2.42 +7609,1.11,Ideal,J,SI1,62.1,56.0,4259.0,6.64,6.67,4.13 +3018,0.9,Good,G,SI1,64.2,58.0,3307.0,6.01,6.04,3.87 +27483,2.03,Premium,G,VS2,60.9,59.0,18166.0,8.17,8.14,4.97 +6008,0.97,Very Good,G,SI2,59.8,58.0,3960.0,6.38,6.42,3.83 +19279,1.21,Ideal,G,VS2,61.8,57.0,8001.0,6.83,6.79,4.21 +30400,0.32,Ideal,G,VVS2,62.2,56.0,730.0,4.34,4.38,2.71 +42495,0.48,Very Good,E,VS2,59.9,58.9,1320.0,5.07,5.12,3.06 +32190,0.35,Ideal,I,VVS2,62.3,57.0,788.0,4.53,4.49,2.81 +7768,0.91,Good,G,VS1,63.6,60.0,4284.0,6.03,6.11,3.86 +44449,0.52,Ideal,F,VS2,61.7,56.0,1591.0,5.16,5.18,3.19 +18554,1.07,Ideal,F,VS2,61.0,54.0,7564.0,6.59,6.62,4.03 +28710,0.38,Good,E,SI1,58.9,58.0,680.0,4.73,4.77,2.8 +6262,1.01,Good,F,SI2,58.3,60.0,4011.0,6.64,6.66,3.88 +49137,0.56,Ideal,D,VS2,61.5,57.0,2066.0,5.33,5.28,3.26 +53769,0.7,Very Good,F,VS1,60.5,57.0,2726.0,5.77,5.8,3.5 +33141,0.31,Good,G,VVS1,63.4,57.0,816.0,4.32,4.36,2.75 +1850,0.7,Ideal,F,VS2,61.4,56.0,3064.0,5.72,5.75,3.52 +43778,0.53,Good,H,IF,61.2,65.0,1440.0,5.16,5.27,3.19 +18956,1.09,Ideal,E,VS2,60.6,58.0,7796.0,6.66,6.7,4.05 +52059,0.7,Very Good,F,SI1,59.2,60.0,2453.0,5.77,5.79,3.42 +5045,0.4,Ideal,G,SI2,62.1,53.0,573.0,4.75,4.78,2.96 +34559,0.41,Very Good,D,VS2,63.8,56.0,871.0,4.69,4.74,3.01 +30575,0.31,Very Good,D,VS2,61.8,57.0,734.0,4.36,4.41,2.71 +38838,0.46,Very Good,G,VS1,62.8,57.0,1049.0,4.92,4.83,3.06 +17241,1.52,Good,J,SI1,63.6,60.0,6897.0,7.21,7.25,4.6 +7618,1.01,Good,D,SI2,61.5,56.0,4260.0,6.36,6.42,3.93 +33520,0.41,Ideal,H,VS1,61.6,57.0,829.0,4.77,4.81,2.95 +50308,0.31,Premium,H,VS1,62.6,60.0,544.0,4.3,4.32,2.7 +19812,1.22,Very Good,G,VS2,62.7,58.0,8377.0,6.8,6.72,4.24 +15632,1.01,Good,F,VS2,60.8,61.0,6271.0,6.42,6.45,3.91 +19590,1.4,Fair,F,VS2,66.5,56.0,8216.0,6.83,6.76,4.52 +28140,0.41,Ideal,G,SI2,61.7,55.0,664.0,4.78,4.81,2.96 +21432,1.51,Good,E,SI1,65.5,56.0,9539.0,7.12,7.16,4.68 +4020,0.9,Ideal,G,SI2,62.5,56.0,3521.0,6.15,6.2,3.86 +1118,0.74,Premium,F,VS1,62.5,60.0,2917.0,5.78,5.74,3.6 +28347,0.33,Premium,F,VS2,62.4,58.0,666.0,4.37,4.41,2.74 +16049,0.3,Premium,H,VS2,61.1,61.0,608.0,4.33,4.31,2.64 +8589,0.7,Ideal,F,VVS2,61.5,56.0,4439.0,5.7,5.78,3.53 +7307,0.91,Premium,F,SI1,62.1,56.0,4204.0,6.24,6.2,3.86 +35761,0.4,Premium,E,VS2,61.9,59.0,912.0,4.72,4.75,2.93 +45202,0.51,Premium,E,VS2,61.9,59.0,1656.0,5.06,5.11,3.15 +31687,0.26,Ideal,D,VVS2,62.5,56.0,769.0,4.11,4.08,2.56 +167,0.8,Very Good,F,SI2,61.0,57.0,2772.0,6.01,6.03,3.67 +16244,1.01,Good,G,VS1,63.2,58.0,6499.0,6.34,6.38,4.02 +39564,0.4,Premium,G,VS1,62.2,55.0,1080.0,4.83,4.69,2.96 +30066,0.32,Ideal,D,VS1,61.4,56.0,720.0,4.38,4.41,2.7 +3653,0.82,Ideal,F,SI1,61.3,55.0,3439.0,6.06,6.08,3.72 +27603,2.16,Ideal,J,VS1,61.4,55.0,18462.0,8.34,8.27,5.1 +4556,0.9,Very Good,H,SI1,63.0,58.0,3643.0,6.13,6.18,3.88 +9299,1.06,Premium,G,SI2,61.9,60.0,4571.0,6.53,6.52,4.04 +46980,0.23,Very Good,F,VVS2,62.0,58.0,530.0,3.89,3.92,2.42 +38640,0.31,Very Good,H,VS2,62.5,60.0,489.0,4.31,4.36,2.71 +41096,0.53,Premium,H,SI1,60.9,60.0,1193.0,5.26,5.19,3.18 +36621,0.24,Very Good,F,VVS2,62.1,58.0,478.0,3.96,4.03,2.48 +13446,1.1,Very Good,H,SI1,62.9,57.0,5521.0,6.54,6.59,4.13 +20179,1.03,Premium,E,VS1,62.8,58.0,8629.0,6.46,6.41,4.04 +28682,0.24,Ideal,F,IF,61.6,57.0,678.0,3.97,4.0,2.45 +45875,0.51,Ideal,D,VS2,61.9,55.0,1716.0,5.19,5.15,3.2 +34539,0.35,Ideal,G,VVS1,60.7,56.0,868.0,4.58,4.6,2.79 +53577,0.54,Good,E,VVS1,60.3,61.0,2697.0,5.3,5.32,3.2 +38684,0.3,Ideal,F,VVS1,61.6,57.0,1041.0,4.33,4.34,2.67 +46697,0.5,Fair,G,VVS2,62.9,67.0,1791.0,5.02,4.96,3.14 +21985,1.2,Premium,G,VVS2,62.8,59.0,10053.0,6.72,6.65,4.2 +46028,0.57,Ideal,I,VVS1,61.7,56.0,1728.0,5.35,5.31,3.29 +44035,0.42,Ideal,D,VVS1,61.6,56.0,1547.0,4.79,4.82,2.96 +32463,0.36,Ideal,H,VVS1,61.5,56.0,794.0,4.57,4.6,2.82 +33938,0.3,Ideal,J,VVS1,61.8,56.0,464.0,4.31,4.33,2.67 +33347,0.41,Ideal,G,VS2,62.7,56.0,827.0,4.71,4.76,2.97 +32233,0.31,Ideal,G,VVS1,61.6,57.0,789.0,4.34,4.36,2.68 +41052,0.5,Very Good,F,I1,63.3,59.0,1188.0,5.03,4.99,3.17 +15393,1.04,Very Good,H,VVS2,59.1,60.0,6166.0,6.6,6.66,3.92 +41974,0.54,Good,D,SI1,63.7,57.0,1263.0,5.22,5.14,3.3 +48793,0.8,Premium,J,SI2,60.2,59.0,2022.0,6.07,5.95,3.62 +2747,0.83,Very Good,H,VS2,61.7,59.0,3249.0,5.95,6.02,3.69 +3512,0.7,Premium,E,IF,62.9,59.0,3403.0,5.66,5.59,3.4 +28341,0.33,Ideal,F,VS2,62.6,55.0,666.0,4.4,4.42,2.76 +5064,0.34,Premium,F,SI2,63.0,58.0,574.0,4.47,4.45,2.81 +3898,0.91,Very Good,F,SI2,63.1,56.0,3489.0,6.13,6.17,3.88 +46529,0.51,Ideal,G,VS1,61.9,56.0,1781.0,5.14,5.1,3.17 +33725,0.38,Premium,F,SI1,62.0,58.0,838.0,4.63,4.6,2.86 +8613,0.9,Premium,E,SI1,62.7,60.0,4443.0,6.13,6.03,3.81 +17491,1.0,Good,D,VS2,60.7,61.0,7026.0,6.4,6.46,3.9 +41467,0.41,Premium,G,VVS1,61.0,61.0,1230.0,4.75,4.72,2.89 +37903,0.41,Ideal,F,VS1,61.3,55.0,1007.0,4.79,4.83,2.95 +37248,0.43,Good,D,VS2,59.9,61.0,976.0,4.84,4.88,2.91 +15705,0.24,Very Good,F,VVS2,61.7,56.0,608.0,3.98,4.0,2.45 +48189,0.7,Ideal,J,VVS1,61.6,58.0,1945.0,5.69,5.71,3.51 +53927,0.71,Ideal,E,SI1,61.9,56.0,2756.0,5.71,5.73,3.54 +32849,0.4,Very Good,H,VS1,62.7,56.0,807.0,4.71,4.73,2.96 +31428,0.3,Ideal,H,IF,62.2,54.0,764.0,4.34,4.37,2.71 +32135,0.44,Very Good,G,SI1,60.3,58.0,786.0,4.94,4.99,2.99 +16856,1.28,Very Good,I,VS1,62.8,57.0,6726.0,6.9,6.95,4.35 +7808,1.05,Very Good,I,SI1,63.5,58.0,4292.0,6.46,6.43,4.09 +38053,0.4,Very Good,F,VVS2,60.5,57.0,1012.0,4.76,4.79,2.89 +49223,0.56,Ideal,G,VVS2,61.6,56.0,2081.0,5.32,5.29,3.27 +11313,1.0,Fair,F,VS1,67.0,52.0,4984.0,6.12,6.08,4.09 +17067,0.32,Premium,G,SI1,61.6,58.0,612.0,4.4,4.36,2.7 +19896,1.51,Very Good,H,SI2,60.2,59.0,8444.0,7.33,7.43,4.44 +46255,0.54,Very Good,G,VS1,61.6,56.0,1754.0,5.23,5.26,3.23 +28893,0.3,Premium,H,VVS1,61.8,58.0,684.0,4.32,4.36,2.68 +39072,0.44,Good,E,VS2,62.2,62.0,1059.0,4.79,4.85,3.0 +27565,2.0,Premium,H,SI1,63.0,56.0,18371.0,7.98,7.93,5.01 +37476,0.42,Ideal,G,VS1,61.9,56.0,984.0,4.82,4.77,2.97 +3033,0.26,Very Good,H,VVS2,63.4,55.0,565.0,4.06,4.05,2.57 +30636,0.3,Ideal,G,VVS1,60.9,56.8,735.0,4.34,4.38,2.65 +19212,1.05,Ideal,F,VS1,62.1,56.0,7955.0,6.54,6.59,4.08 +36997,0.41,Ideal,G,SI1,61.6,55.0,964.0,4.81,4.84,2.97 +8761,1.0,Ideal,J,VS1,61.1,57.0,4466.0,6.43,6.48,3.95 +5736,0.91,Very Good,G,SI2,63.4,60.0,3891.0,6.11,6.06,3.86 +42596,0.5,Ideal,E,SI1,62.2,57.0,1331.0,5.05,5.08,3.15 +2499,0.83,Premium,F,SI1,62.0,59.0,3198.0,6.04,5.99,3.73 +5504,0.91,Premium,F,SI2,60.8,59.0,3845.0,6.28,6.25,3.81 +5522,0.6,Ideal,D,VVS1,62.3,55.0,3850.0,5.38,5.4,3.36 +177,0.74,Very Good,F,VS2,61.3,61.0,2775.0,5.8,5.84,3.57 +7779,1.02,Premium,H,SI2,62.5,54.0,4284.0,6.44,6.4,4.01 +31621,0.32,Ideal,I,SI1,61.2,56.0,450.0,4.4,4.44,2.7 +48284,0.77,Fair,J,SI1,60.2,66.0,1956.0,5.97,5.81,3.55 +892,0.7,Ideal,F,VS1,61.0,55.0,2874.0,5.77,5.73,3.51 +1779,0.9,Ideal,J,VS1,62.6,55.0,3048.0,6.13,6.11,3.83 +27105,2.12,Premium,I,VS2,61.5,58.0,17254.0,8.3,8.26,5.09 +47758,0.73,Fair,I,SI2,61.3,67.0,1892.0,5.77,5.64,3.51 +33687,0.43,Very Good,I,VVS2,60.5,59.0,838.0,4.86,4.89,2.95 +15125,1.19,Premium,H,SI1,61.3,58.0,6078.0,6.82,6.78,4.17 +18187,1.2,Very Good,G,SI1,61.9,58.0,7372.0,6.74,6.79,4.19 +2345,0.83,Ideal,G,SI1,61.8,55.0,3171.0,6.05,6.09,3.75 +39667,0.42,Ideal,G,VS2,62.2,54.0,1087.0,4.82,4.8,2.99 +19788,1.13,Very Good,E,VS2,61.9,61.0,8358.0,6.61,6.64,4.1 +53578,0.7,Fair,E,VS2,60.6,64.0,2697.0,5.77,5.62,3.45 +19090,1.5,Good,D,SI2,61.1,64.0,7862.0,7.35,7.26,4.46 +18067,1.04,Ideal,G,VS1,61.5,56.0,7294.0,6.53,6.57,4.03 +32634,0.27,Ideal,I,VVS2,62.1,55.0,459.0,4.17,4.2,2.6 +35902,0.32,Ideal,G,IF,62.0,54.0,918.0,4.42,4.45,2.75 +22130,1.5,Very Good,I,VS1,62.2,59.0,10164.0,7.27,7.3,4.53 +1244,0.57,Very Good,D,VVS1,60.4,57.0,2945.0,5.39,5.44,3.27 +40206,0.53,Very Good,J,VS2,63.3,56.0,1122.0,5.18,5.12,3.26 +31245,0.31,Fair,F,VVS2,56.9,59.0,757.0,4.45,4.48,2.54 +18692,0.33,Ideal,F,VS2,60.9,56.0,619.0,4.47,4.49,2.73 +29063,0.4,Very Good,F,SI1,62.9,58.0,687.0,4.69,4.72,2.96 +33928,0.37,Premium,E,VVS2,60.9,59.0,844.0,4.61,4.65,2.82 +45722,0.55,Ideal,F,VS2,62.7,55.0,1698.0,5.26,5.24,3.29 +16699,0.3,Very Good,H,SI1,62.9,57.0,421.0,4.28,4.31,2.7 +29663,0.35,Premium,G,VS1,62.3,59.0,706.0,4.49,4.53,2.81 +44421,0.51,Very Good,G,VS1,61.0,56.0,1588.0,5.17,5.19,3.16 +45660,0.24,Ideal,F,VVS2,62.4,55.0,526.0,3.99,4.02,2.5 +39167,0.4,Premium,J,IF,62.7,60.0,1063.0,4.7,4.64,2.93 +6353,0.9,Very Good,E,SI1,60.1,58.0,4034.0,6.25,6.29,3.77 +40303,0.4,Ideal,E,VS1,61.6,56.0,1125.0,4.78,4.73,2.93 +14817,1.0,Premium,G,VS2,61.5,58.0,5967.0,6.39,6.36,3.92 +38497,0.42,Ideal,D,VS2,62.4,55.0,1031.0,4.8,4.82,3.0 +2045,0.32,Premium,H,VS1,61.3,60.0,561.0,4.33,4.38,2.67 +5770,1.05,Premium,G,SI2,60.1,60.0,3898.0,6.66,6.58,3.98 +8869,1.06,Premium,D,SI2,59.8,61.0,4483.0,6.63,6.58,3.95 +26398,2.14,Premium,I,SI2,60.1,58.0,15915.0,8.41,8.37,5.04 +37030,0.33,Premium,G,VVS2,62.8,57.0,965.0,4.47,4.39,2.78 +40985,0.5,Good,E,SI2,63.7,55.0,1181.0,5.08,5.03,3.22 +8813,1.02,Good,H,SI1,63.9,55.0,4476.0,6.37,6.4,4.08 +39550,0.32,Ideal,G,VVS1,61.4,55.0,1080.0,4.44,4.42,2.72 +29514,0.32,Ideal,E,VS2,61.9,56.0,702.0,4.36,4.4,2.71 +23509,1.06,Very Good,E,IF,62.7,58.0,11518.0,6.48,6.54,4.08 +6200,1.01,Very Good,J,SI1,62.8,57.0,3998.0,6.37,6.41,4.01 +53442,0.7,Very Good,G,SI1,59.1,62.0,2674.0,5.8,5.91,3.46 +37527,0.31,Ideal,E,IF,61.9,54.0,987.0,4.38,4.41,2.72 +30438,0.32,Ideal,G,VVS2,61.2,56.0,730.0,4.41,4.42,2.7 +19083,1.3,Premium,H,VS1,61.5,58.0,7855.0,6.98,6.96,4.29 +2001,0.94,Premium,G,SI2,63.0,59.0,3099.0,6.16,6.1,3.86 +36167,0.38,Ideal,F,VS1,61.4,57.0,929.0,4.65,4.67,2.86 +49187,0.51,Ideal,E,VS1,62.8,57.0,2075.0,5.1,5.07,3.2 +47671,0.51,Ideal,D,VS2,61.5,57.0,1882.0,5.14,5.11,3.15 +7347,1.09,Ideal,H,SI2,61.5,55.0,4212.0,6.65,6.68,4.1 +23073,1.53,Premium,H,VS2,62.7,56.0,11104.0,7.39,7.31,4.61 +26742,2.2,Ideal,H,SI2,60.0,58.0,16530.0,8.47,8.5,5.09 +38808,0.31,Premium,G,VVS1,61.2,59.0,1046.0,4.34,4.32,2.65 +26494,2.0,Very Good,H,SI1,60.3,61.0,16092.0,8.11,8.17,4.91 +11960,1.16,Premium,D,SI2,62.5,60.0,5136.0,6.7,6.64,4.17 +23343,0.3,Very Good,H,SI2,63.4,55.0,422.0,4.26,4.22,2.69 +18967,1.16,Very Good,F,VS2,60.2,63.0,7803.0,6.79,6.7,4.07 +46357,0.57,Premium,F,VS2,59.8,59.0,1760.0,5.4,5.37,3.22 +39025,0.43,Ideal,D,VS2,60.7,57.0,1056.0,4.88,4.91,2.97 +32036,0.32,Ideal,E,VVS2,62.1,53.0,779.0,4.41,4.44,2.75 +9918,1.06,Premium,E,SI1,63.0,56.0,4689.0,6.54,6.45,4.09 +22838,1.05,Ideal,F,VVS1,61.6,55.0,10872.0,6.57,6.53,4.04 +16017,1.22,Very Good,G,SI2,63.2,58.0,6409.0,6.82,6.76,4.29 +43765,0.41,Ideal,F,IF,61.4,56.0,1439.0,4.81,4.83,2.96 +36292,0.32,Good,D,SI2,63.9,58.0,477.0,4.31,4.33,2.76 +30126,0.32,Premium,G,VS2,62.0,59.0,720.0,4.41,4.37,2.72 +3559,0.72,Ideal,H,VVS2,61.7,55.0,3417.0,5.77,5.8,3.57 +19043,0.3,Good,D,VS2,58.9,62.0,621.0,4.33,4.36,2.56 +26285,2.01,Premium,H,SI2,62.3,58.0,15773.0,8.06,8.11,5.04 +32004,0.35,Ideal,D,VS2,62.1,54.0,777.0,4.54,4.58,2.83 +3457,0.78,Ideal,D,SI1,62.2,55.0,3389.0,5.92,5.95,3.69 +38481,0.42,Premium,F,VS1,61.8,59.0,1031.0,4.81,4.83,2.98 +42097,0.44,Ideal,E,VVS2,61.9,56.0,1274.0,4.88,4.91,3.03 +3044,0.3,Very Good,G,VS1,60.8,61.0,565.0,4.31,4.34,2.63 +51408,0.7,Good,E,SI1,58.3,64.0,2370.0,5.77,5.69,3.34 +20654,1.01,Good,D,VVS2,63.5,57.0,8943.0,6.32,6.35,4.02 +6112,0.82,Ideal,E,SI1,61.8,53.0,3979.0,6.02,6.05,3.73 +36221,0.36,Premium,F,VS2,60.5,60.0,932.0,4.61,4.55,2.77 +19217,1.51,Good,I,SI2,63.6,60.0,7957.0,7.27,7.23,4.61 +1651,0.77,Premium,F,VS2,62.4,59.0,3018.0,5.85,5.81,3.64 +27382,0.41,Good,J,VS1,63.7,56.0,647.0,4.68,4.71,2.99 +2525,0.7,Premium,F,VVS1,63.0,60.0,3204.0,5.62,5.59,3.53 +14725,0.3,Premium,G,VS1,61.4,60.0,605.0,4.3,4.33,2.65 +27823,0.34,Premium,D,SI2,59.2,59.0,650.0,4.58,4.54,2.7 +39157,0.36,Ideal,F,IF,60.3,57.0,1063.0,4.61,4.65,2.79 +610,0.71,Premium,F,VS1,59.1,61.0,2839.0,5.84,5.81,3.44 +27004,2.09,Ideal,I,SI1,61.8,56.0,17114.0,8.15,8.22,5.06 +21278,1.16,Ideal,F,VS2,61.3,57.0,9432.0,6.76,6.79,4.15 +13130,1.01,Very Good,H,SI1,62.9,56.0,5433.0,6.34,6.41,4.01 +21708,0.31,Ideal,G,SI1,61.6,55.0,627.0,4.37,4.39,2.7 +23151,1.02,Premium,F,IF,62.5,58.0,11167.0,6.54,6.39,4.04 +23325,1.4,Premium,F,VS2,60.7,58.0,11368.0,7.26,7.17,4.38 +24587,1.64,Premium,E,SI1,61.8,59.0,12896.0,7.55,7.51,4.65 +24415,2.23,Very Good,J,SI2,60.5,61.0,12655.0,8.4,8.47,5.1 +3181,0.91,Good,G,SI2,63.2,61.0,3340.0,6.01,6.27,3.88 +2552,0.7,Very Good,G,VVS1,62.4,59.0,3208.0,5.63,5.66,3.52 +1622,0.78,Ideal,E,SI1,62.7,55.0,3014.0,5.9,5.87,3.69 +6331,0.71,Ideal,E,VVS2,61.2,57.0,4030.0,5.73,5.8,3.53 +28815,0.39,Ideal,G,SI2,62.0,55.0,683.0,4.69,4.73,2.92 +2024,0.9,Very Good,H,SI2,61.1,63.0,3105.0,6.19,6.12,3.76 +46537,0.51,Ideal,E,VS2,61.9,55.0,1781.0,5.17,5.13,3.19 +29225,0.31,Premium,G,VS1,62.1,58.0,695.0,4.36,4.31,2.69 +42766,0.54,Ideal,I,VVS2,61.7,54.0,1346.0,5.25,5.29,3.25 +22009,1.52,Premium,H,SI1,62.5,58.0,10078.0,7.33,7.29,4.57 +20755,1.19,Good,G,VVS2,61.1,61.0,8995.0,6.86,6.83,4.18 +51286,0.57,Ideal,F,VVS2,62.1,56.0,2360.0,5.35,5.31,3.31 +4913,0.92,Very Good,G,SI1,63.8,57.0,3724.0,6.13,6.16,3.92 +21726,1.11,Very Good,F,VVS2,60.8,57.0,9792.0,6.7,6.73,4.08 +33237,0.33,Ideal,F,VVS2,61.1,55.0,824.0,4.46,4.48,2.73 +50031,0.72,Ideal,H,SI1,60.3,59.0,2197.0,5.77,5.83,3.5 +28447,0.31,Ideal,H,VVS1,62.0,55.0,671.0,4.34,4.37,2.7 +38290,0.28,Very Good,E,VS1,60.2,58.0,487.0,4.23,4.27,2.56 +53937,0.72,Good,D,SI1,63.1,55.0,2757.0,5.69,5.75,3.61 +27763,0.32,Premium,H,VS2,60.7,58.0,648.0,4.46,4.43,2.7 +47806,0.64,Premium,F,SI1,60.1,60.0,1901.0,5.62,5.57,3.36 +37220,0.52,Fair,F,SI2,56.3,59.0,975.0,5.41,5.35,3.03 +28781,0.33,Ideal,E,VS2,59.3,58.0,681.0,4.53,4.51,2.68 +40306,0.4,Ideal,E,VS1,62.0,54.0,1125.0,4.77,4.74,2.95 +34098,0.36,Premium,D,VS2,61.0,59.0,852.0,4.57,4.61,2.8 +32238,0.31,Ideal,G,VVS1,61.5,54.0,789.0,4.36,4.39,2.69 +36185,0.31,Premium,E,VS1,58.9,59.0,930.0,4.5,4.47,2.64 +50076,0.72,Fair,H,SI2,65.9,57.0,2203.0,5.6,5.54,3.67 +17155,1.21,Premium,H,VS2,59.3,60.0,6849.0,6.93,6.99,4.13 +23394,0.36,Very Good,E,SI1,61.3,56.0,631.0,4.58,4.62,2.82 +26925,2.5,Ideal,I,VS2,61.9,57.0,16955.0,8.7,8.68,5.38 +33678,0.3,Ideal,E,VVS2,61.1,55.0,837.0,4.34,4.37,2.66 +15546,1.24,Ideal,I,SI1,62.0,58.0,6232.0,6.83,6.88,4.25 +12591,1.04,Good,E,SI1,63.5,56.0,5285.0,6.37,6.41,4.06 +12221,1.0,Premium,F,SI1,60.3,58.0,5197.0,6.43,6.47,3.89 +49970,0.33,Very Good,G,VS2,61.3,61.0,540.0,4.43,4.47,2.73 +18486,1.31,Premium,H,SI1,62.4,58.0,7527.0,7.02,6.96,4.36 +16688,0.31,Ideal,E,SI2,59.5,61.0,421.0,4.42,4.45,2.64 +49474,0.72,Very Good,G,SI2,60.6,57.0,2114.0,5.79,5.86,3.53 +3742,0.3,Premium,E,VS2,61.7,60.0,570.0,4.28,4.31,2.65 +37305,0.3,Ideal,E,VVS1,62.5,54.0,979.0,4.32,4.29,2.69 +51182,0.7,Good,H,VS2,59.7,57.0,2347.0,5.75,5.8,3.45 +5467,0.91,Very Good,D,SI2,63.9,56.0,3837.0,6.06,6.09,3.88 +11387,0.34,Premium,G,VS2,60.3,59.0,596.0,4.49,4.53,2.72 +2784,0.73,Ideal,D,VS2,61.9,56.0,3255.0,5.76,5.81,3.58 +20068,0.31,Ideal,H,VVS2,61.1,56.0,625.0,4.33,4.37,2.66 +22290,1.42,Premium,F,VS1,58.4,59.0,10338.0,7.36,7.32,4.29 +49729,0.53,Ideal,G,VVS1,61.6,57.0,2153.0,5.2,5.22,3.21 +18755,1.01,Very Good,G,VVS2,63.2,59.0,7665.0,6.38,6.34,4.02 +8402,0.9,Ideal,F,SI1,60.7,57.0,4401.0,6.21,6.25,3.78 +26472,1.53,Premium,E,VS2,61.6,58.0,16049.0,7.35,7.32,4.52 +44474,0.54,Premium,D,SI1,62.3,60.0,1595.0,5.18,5.22,3.24 +9043,0.27,Ideal,I,IF,60.5,57.0,587.0,4.2,4.22,2.55 +19477,1.15,Ideal,D,VS2,58.5,57.0,8114.0,6.96,6.93,4.06 +8629,0.9,Very Good,E,VS1,63.0,55.0,4449.0,6.08,6.15,3.85 +45601,0.5,Good,G,VVS2,61.2,63.3,1690.0,5.06,5.08,3.1 +12083,1.22,Very Good,J,VS2,60.8,56.0,5160.0,6.95,6.91,4.21 +49306,0.35,Ideal,J,VVS1,62.1,53.0,540.0,4.53,4.55,2.82 +29498,0.32,Premium,E,VS2,61.0,59.0,702.0,4.44,4.45,2.71 +24959,1.37,Ideal,G,IF,62.3,54.0,13439.0,7.11,7.15,4.43 +24258,1.5,Ideal,G,VS2,62.6,56.0,12468.0,7.3,7.26,4.56 +26821,1.51,Very Good,F,VVS2,61.9,58.0,16716.0,7.3,7.36,4.54 +45715,0.56,Ideal,G,VS2,61.9,55.0,1698.0,5.32,5.28,3.28 +19542,1.55,Very Good,H,SI2,62.5,61.0,8174.0,7.31,7.34,4.58 +23254,1.78,Premium,H,SI2,59.1,60.0,11262.0,7.93,7.87,4.67 +46594,0.54,Ideal,F,VS2,60.3,55.0,1786.0,5.32,5.26,3.19 +47289,0.3,Very Good,J,VS1,63.0,59.0,394.0,4.24,4.27,2.68 +40202,0.41,Very Good,F,VVS1,61.4,58.0,1122.0,4.76,4.78,2.93 +2328,0.79,Ideal,F,SI1,61.2,56.0,3169.0,5.96,6.01,3.66 +13813,1.01,Good,E,SI1,58.1,59.0,5627.0,6.57,6.65,3.84 +50340,0.64,Premium,D,VS2,60.9,59.0,2243.0,5.6,5.63,3.42 +37638,0.4,Premium,D,SI1,61.7,58.0,990.0,4.74,4.7,2.91 +25117,1.71,Ideal,I,VVS2,61.9,57.0,13660.0,7.62,7.67,4.73 +48655,0.34,Premium,H,VS2,61.7,60.0,537.0,4.47,4.51,2.77 +29906,0.41,Ideal,F,SI1,62.6,54.0,711.0,4.74,4.78,2.98 +25875,2.47,Premium,I,SI2,62.5,56.0,14970.0,8.65,8.6,5.39 +1623,0.71,Ideal,H,VVS1,61.8,56.0,3014.0,5.7,5.75,3.54 +996,0.54,Ideal,D,VVS2,61.4,52.0,2897.0,5.3,5.34,3.26 +32628,0.23,Very Good,D,VVS1,59.7,58.0,458.0,3.97,4.04,2.39 +37471,0.42,Premium,G,VS1,60.5,59.0,984.0,4.83,4.79,2.91 +29109,0.34,Premium,H,VS2,61.3,60.0,689.0,4.53,4.47,2.76 +42113,0.34,Ideal,F,IF,61.4,57.0,1276.0,4.49,4.5,2.76 +39138,0.41,Ideal,G,VS2,62.4,55.0,1061.0,4.76,4.73,2.96 +8766,1.0,Very Good,H,SI1,63.6,54.0,4467.0,6.33,6.37,4.04 +6144,0.9,Very Good,H,VS2,62.6,58.0,3989.0,6.14,6.22,3.87 +44559,0.52,Premium,F,VS2,61.8,59.0,1605.0,5.15,5.11,3.17 +29416,0.42,Very Good,H,SI1,62.1,59.0,700.0,4.78,4.81,2.98 +7445,0.9,Premium,F,SI1,59.9,59.0,4232.0,6.26,6.29,3.76 +13484,1.1,Ideal,G,SI2,62.6,56.0,5535.0,6.64,6.58,4.14 +23028,0.3,Ideal,H,VVS2,61.9,54.5,631.0,4.31,4.35,2.68 +18831,1.23,Premium,D,SI1,62.5,58.0,7715.0,6.85,6.79,4.27 +29380,0.31,Very Good,E,SI1,63.3,55.0,698.0,4.35,4.31,2.74 +24512,1.53,Ideal,E,SI1,62.3,54.2,12791.0,7.35,7.38,4.59 +11983,1.06,Premium,F,SI1,62.1,58.0,5142.0,6.5,6.52,4.04 +43134,0.58,Good,F,SI1,63.1,57.0,1388.0,5.29,5.33,3.35 +5790,0.82,Ideal,E,VS2,61.9,57.0,3903.0,6.01,5.98,3.71 +21999,1.09,Premium,G,IF,61.3,58.0,10065.0,6.64,6.6,4.06 +2333,0.76,Ideal,E,SI1,61.8,57.0,3170.0,5.84,5.87,3.62 +18346,1.01,Premium,F,VS1,62.5,58.0,7465.0,6.37,6.42,4.0 +28823,0.41,Good,H,SI1,63.8,56.0,683.0,4.69,4.74,3.01 +36175,0.43,Premium,G,SI1,62.6,59.0,929.0,4.82,4.8,3.01 +8272,0.9,Good,D,SI1,63.2,55.0,4381.0,6.1,6.14,3.87 +53339,1.2,Fair,G,I1,64.4,55.0,2655.0,6.77,6.61,4.31 +39463,0.53,Ideal,F,SI2,62.2,53.0,1078.0,5.19,5.22,3.24 +28582,0.3,Premium,G,VS2,60.8,61.0,675.0,4.34,4.31,2.63 +38117,0.3,Ideal,H,IF,62.1,55.0,1013.0,4.3,4.27,2.66 +48841,0.55,Ideal,D,VS2,61.8,54.0,2030.0,5.29,5.26,3.26 +18395,1.5,Premium,I,SI2,61.2,59.0,7476.0,7.39,7.36,4.51 +3256,0.91,Good,D,SI1,64.0,59.0,3357.0,6.13,6.02,3.89 +34449,0.46,Ideal,G,SI2,62.2,53.0,864.0,4.95,4.98,3.09 +3238,0.9,Good,G,SI2,61.3,60.0,3353.0,6.13,6.2,3.78 +4053,0.35,Ideal,H,VS2,61.7,56.0,571.0,4.55,4.59,2.82 +32976,0.37,Very Good,E,VS2,58.9,61.0,811.0,4.66,4.68,2.75 +9599,1.21,Ideal,G,SI2,62.9,57.0,4631.0,6.78,6.73,4.25 +32230,0.31,Ideal,G,VVS1,61.6,55.0,789.0,4.38,4.42,2.71 +8776,1.0,Good,H,SI1,57.9,54.0,4469.0,6.68,6.62,3.85 +9546,1.0,Good,E,SI2,63.5,56.0,4620.0,6.31,6.38,4.03 +7860,1.01,Very Good,H,SI1,62.5,58.0,4306.0,6.35,6.38,3.98 +51016,0.71,Good,I,VS1,63.6,56.0,2327.0,5.7,5.65,3.61 +51733,0.71,Premium,H,VS1,61.7,56.0,2401.0,5.81,5.67,3.54 +14419,1.1,Premium,F,SI1,59.5,59.0,5821.0,6.77,6.7,4.01 +10399,0.31,Premium,G,SI1,63.0,58.0,593.0,4.34,4.3,2.72 +27916,0.26,Ideal,F,IF,61.6,56.0,657.0,4.07,4.11,2.52 +49805,0.73,Fair,F,SI2,59.2,64.0,2164.0,5.92,5.83,3.48 +8490,0.9,Very Good,E,VS2,62.8,57.0,4419.0,6.13,6.16,3.86 +44779,0.59,Very Good,F,VS2,62.9,55.0,1622.0,5.32,5.39,3.37 +28120,0.36,Ideal,D,SI1,60.3,56.0,663.0,4.61,4.65,2.79 +16163,1.23,Very Good,H,VS2,60.6,59.0,6459.0,6.89,6.94,4.19 +11802,1.1,Premium,D,SI2,61.5,60.0,5088.0,6.64,6.58,4.06 +29931,0.37,Very Good,I,VVS2,60.9,58.0,714.0,4.64,4.68,2.84 +1159,0.8,Very Good,D,SI1,58.2,63.0,2925.0,6.07,6.03,3.52 +9917,0.9,Ideal,H,VS1,61.9,56.0,4689.0,6.17,6.23,3.84 +11429,1.01,Premium,E,SI1,62.4,60.0,5002.0,6.35,6.32,3.95 +39808,0.42,Premium,H,VVS1,60.9,62.0,1096.0,4.86,4.8,2.94 +32616,0.34,Very Good,I,VS2,61.6,56.0,457.0,4.47,4.51,2.76 +1787,0.76,Ideal,H,SI1,61.3,55.0,3050.0,5.87,5.93,3.62 +3579,0.8,Ideal,F,SI1,60.5,57.0,3420.0,6.02,6.07,3.66 +44995,0.31,Premium,I,SI1,61.5,59.0,523.0,4.37,4.35,2.68 +8519,1.0,Very Good,E,SI2,62.6,58.0,4426.0,6.33,6.39,3.98 +46545,0.51,Ideal,E,VS2,61.9,56.0,1781.0,5.16,5.12,3.18 +38044,0.5,Ideal,G,SI2,61.2,56.0,1011.0,5.13,5.17,3.15 +23076,1.52,Ideal,G,SI1,60.3,57.0,11105.0,7.47,7.51,4.52 +13033,0.41,Premium,I,SI2,60.6,59.0,600.0,4.84,4.8,2.92 +26504,1.7,Premium,G,VS2,60.9,60.0,16123.0,7.71,7.68,4.69 +1865,0.7,Very Good,E,VS1,63.4,60.0,3068.0,5.63,5.66,3.58 +49450,0.71,Very Good,I,VS2,59.5,57.0,2111.0,5.85,5.88,3.49 +15047,0.3,Ideal,F,VS2,62.0,55.0,605.0,4.31,4.33,2.68 +5518,1.0,Good,I,SI1,63.8,58.0,3850.0,6.28,6.32,4.02 +35930,0.43,Ideal,D,SI2,62.6,56.0,919.0,4.88,4.84,3.04 +51963,0.3,Ideal,H,VS1,61.4,57.0,545.0,4.31,4.32,2.65 +31286,0.32,Ideal,G,SI2,62.2,53.0,450.0,4.4,4.44,2.75 +29234,0.32,Ideal,G,VS1,59.8,57.9,696.0,4.44,4.47,2.67 +42241,0.54,Ideal,G,SI1,62.6,57.0,1292.0,5.18,5.21,3.25 +5009,0.78,Very Good,F,VS1,61.7,55.0,3744.0,5.89,5.94,3.65 +37640,0.39,Premium,H,VVS1,61.5,56.0,990.0,4.73,4.7,2.9 +21710,0.27,Ideal,G,IF,61.2,57.0,627.0,4.17,4.2,2.56 +23451,1.59,Ideal,H,VS2,60.7,61.0,11437.0,7.56,7.5,4.57 +38372,0.5,Very Good,J,VS2,63.4,58.0,1023.0,5.07,5.02,3.2 +28067,0.31,Ideal,G,VVS2,62.7,57.0,660.0,4.32,4.35,2.72 +24113,2.03,Premium,J,SI2,61.6,58.0,12268.0,8.12,8.15,5.01 +35932,0.43,Premium,D,SI2,61.1,58.0,919.0,4.9,4.86,2.98 +36563,0.36,Ideal,G,VVS1,62.1,56.0,945.0,4.6,4.58,2.85 +23484,1.99,Premium,G,SI2,59.1,61.0,11486.0,8.08,8.05,4.77 +32218,0.31,Ideal,G,VVS1,61.8,54.0,789.0,4.39,4.41,2.72 +20552,1.51,Fair,E,SI1,65.3,62.0,8869.0,7.16,7.09,4.65 +34923,0.3,Ideal,J,VS1,62.6,53.0,373.0,4.28,4.32,2.69 +15116,1.13,Ideal,H,SI1,61.5,56.0,6075.0,6.69,6.71,4.12 +45666,0.52,Ideal,G,VS1,63.0,54.0,1694.0,5.17,5.12,3.24 +41784,0.57,Premium,F,SI2,60.4,58.0,1247.0,5.4,5.37,3.25 +47244,0.62,Premium,G,VS2,61.1,59.0,1841.0,5.56,5.5,3.38 +31888,0.3,Premium,G,VS1,61.4,60.0,776.0,4.33,4.3,2.65 +41727,0.41,Ideal,E,VVS2,60.0,57.0,1243.0,4.85,4.81,2.9 +18085,1.5,Premium,J,VS2,61.7,56.0,7308.0,7.33,7.23,4.49 +31968,0.26,Premium,F,VS1,59.5,58.0,452.0,4.18,4.22,2.5 +7181,1.01,Very Good,G,SI1,63.3,57.0,4185.0,6.37,6.35,4.02 +19207,1.04,Premium,G,VVS2,61.8,58.0,7953.0,6.47,6.51,4.01 +1300,0.72,Ideal,D,SI1,61.9,55.0,2954.0,5.75,5.78,3.57 +24881,1.56,Premium,G,VS2,61.9,58.0,13299.0,7.44,7.4,4.59 +41414,0.53,Very Good,D,SI2,59.3,61.0,1226.0,5.26,5.29,3.13 +40545,0.55,Very Good,I,SI1,63.6,57.0,1149.0,5.15,5.19,3.29 +43273,0.3,Very Good,I,SI1,63.4,57.0,506.0,4.25,4.23,2.69 +32122,0.34,Ideal,F,VVS2,61.7,55.0,784.0,4.49,4.52,2.78 +10390,0.31,Premium,G,SI1,58.8,62.0,593.0,4.42,4.39,2.59 +18826,1.7,Very Good,J,SI1,59.1,61.0,7713.0,7.79,7.85,4.62 +47172,0.59,Premium,D,SI1,62.8,57.0,1835.0,5.38,5.32,3.36 +17881,1.18,Ideal,H,VS1,64.9,58.0,7216.0,6.57,6.53,4.25 +854,0.74,Ideal,H,SI1,62.1,56.0,2870.0,5.77,5.83,3.6 +27182,2.01,Premium,H,SI1,59.6,59.0,17458.0,8.27,8.19,4.9 +42298,0.32,Ideal,H,VS2,62.0,55.0,505.0,4.38,4.4,2.72 +13739,0.41,Premium,F,SI2,59.0,58.0,604.0,4.87,4.89,2.88 +45344,0.52,Very Good,D,VS2,60.0,57.0,1664.0,5.22,5.25,3.14 +50509,0.54,Ideal,G,IF,62.5,57.0,2271.0,5.16,5.2,3.24 +6305,1.5,Premium,H,I1,62.9,60.0,4022.0,7.31,7.22,4.57 +2384,0.32,Very Good,E,SI1,62.2,58.0,561.0,4.36,4.39,2.72 +18254,1.32,Ideal,G,SI1,61.9,57.0,7414.0,7.05,7.01,4.35 +11499,1.17,Ideal,H,SI2,62.3,57.0,5019.0,6.74,6.78,4.21 +6719,0.33,Ideal,F,SI2,61.4,57.0,413.0,4.44,4.48,2.74 +46989,0.55,Ideal,E,VS2,62.0,55.0,1816.0,5.26,5.28,3.27 +34340,0.3,Ideal,E,VVS1,62.1,57.0,862.0,4.27,4.29,2.66 +12105,1.1,Premium,D,SI1,60.4,59.0,5166.0,6.66,6.69,4.03 +21423,1.52,Ideal,G,SI1,60.7,57.0,9530.0,7.38,7.41,4.49 +47772,0.53,Ideal,G,VVS2,61.0,56.0,1895.0,5.19,5.23,3.18 +48642,0.31,Premium,I,SI1,62.8,60.0,537.0,4.31,4.29,2.7 +24145,1.51,Very Good,D,VS2,63.2,57.0,12311.0,7.27,7.25,4.59 +33071,0.32,Ideal,H,IF,61.6,54.0,814.0,4.41,4.49,2.74 +37751,0.34,Ideal,D,VS1,60.3,56.0,998.0,4.53,4.56,2.74 +39634,0.34,Ideal,G,IF,61.7,55.0,1084.0,4.5,4.48,2.77 +17081,1.1,Very Good,F,VS2,61.4,58.0,6810.0,6.63,6.73,4.1 +49034,0.55,Ideal,D,VS1,61.4,57.0,2054.0,5.26,5.29,3.24 +25364,0.28,Very Good,E,VVS1,61.9,59.0,642.0,4.16,4.21,2.59 +12726,0.9,Premium,E,VS2,59.5,58.0,5312.0,6.33,6.28,3.75 +32286,0.31,Ideal,J,VVS2,61.8,54.0,453.0,4.38,4.39,2.71 +40622,0.41,Premium,E,VS1,60.8,59.0,1153.0,4.82,4.76,2.91 +29507,0.32,Ideal,E,VS2,62.1,55.0,702.0,4.36,4.4,2.72 +29581,0.41,Very Good,E,SI1,62.8,58.0,705.0,4.72,4.77,2.98 +27365,0.28,Ideal,E,VVS2,62.1,56.0,646.0,4.19,4.21,2.61 +43179,0.55,Ideal,F,SI1,61.0,56.0,1390.0,5.28,5.34,3.24 +44534,0.51,Premium,D,SI1,62.0,59.0,1602.0,5.15,5.11,3.18 +5318,0.9,Ideal,G,SI2,62.7,53.0,3805.0,6.18,6.22,3.89 +39380,0.4,Ideal,H,IF,60.9,58.0,1074.0,4.75,4.78,2.9 +29373,0.31,Premium,E,SI1,59.3,59.0,698.0,4.48,4.42,2.64 +22531,1.56,Ideal,F,SI2,61.2,55.0,10571.0,7.47,7.57,4.6 +33449,0.32,Ideal,G,VS1,62.0,56.0,828.0,4.41,4.37,2.72 +8571,1.1,Premium,I,SI1,62.7,58.0,4435.0,6.58,6.54,4.11 +45546,0.51,Premium,D,SI1,61.0,60.0,1687.0,5.18,5.15,3.15 +43933,0.3,Ideal,I,VVS2,62.0,56.0,515.0,4.29,4.32,2.67 +48831,0.7,Good,H,SI1,63.3,60.0,2029.0,5.57,5.65,3.55 +39147,0.32,Ideal,E,VVS1,62.2,55.0,1061.0,4.41,4.37,2.73 +19694,0.3,Ideal,G,VS1,62.4,57.0,624.0,4.3,4.32,2.69 +7500,0.79,Ideal,E,VS1,62.0,56.0,4240.0,5.9,5.93,3.67 +27388,0.41,Ideal,J,VS1,60.2,57.0,647.0,4.81,4.85,2.91 +19897,1.02,Premium,F,VVS2,61.5,60.0,8445.0,6.5,6.45,3.98 +17618,1.01,Very Good,E,VS1,60.9,55.0,7094.0,6.48,6.58,3.98 +17767,1.22,Premium,F,VS2,63.0,60.0,7154.0,6.85,6.74,4.28 +30833,0.33,Good,I,VVS2,63.7,56.0,743.0,4.4,4.36,2.79 +6146,0.9,Good,H,VS2,61.9,58.0,3989.0,6.14,6.18,3.81 +27978,0.3,Very Good,E,VS2,62.4,57.0,658.0,4.24,4.29,2.66 +9791,1.01,Premium,E,SI2,61.5,58.0,4666.0,6.4,6.43,3.95 +45117,0.71,Good,I,SI1,60.0,64.0,1651.0,5.71,5.79,3.45 +49043,0.51,Very Good,E,VVS2,62.1,55.0,2056.0,5.14,5.16,3.2 +5750,0.98,Very Good,E,SI2,61.1,60.0,3895.0,6.31,6.36,3.87 +2589,0.71,Premium,D,VS2,59.2,59.0,3217.0,5.8,5.86,3.45 +46960,0.27,Ideal,G,VS1,62.3,53.0,527.0,4.16,4.19,2.6 +12990,1.22,Very Good,E,SI1,63.4,56.0,5397.0,6.79,6.76,4.29 +40267,0.33,Ideal,G,SI1,61.3,56.0,492.0,4.46,4.51,2.75 +10897,0.9,Ideal,G,VS2,60.8,57.0,4884.0,6.26,6.17,3.78 +33878,0.3,Premium,E,VS2,60.4,58.0,844.0,4.34,4.3,2.61 +27499,2.05,Ideal,E,SI1,62.4,57.0,18193.0,8.17,8.09,5.08 +39603,0.35,Ideal,I,SI1,62.2,54.0,491.0,4.52,4.55,2.82 +11124,1.29,Very Good,G,SI2,63.3,61.0,4937.0,6.84,6.8,4.32 +12015,0.9,Very Good,E,VS1,61.1,59.0,5151.0,6.14,6.2,3.77 +25191,2.17,Very Good,J,SI2,60.8,59.0,13782.0,8.37,8.41,5.1 +735,0.31,Ideal,I,VVS1,62.7,53.0,557.0,4.33,4.35,2.72 +45958,0.56,Ideal,F,VS2,61.6,55.0,1723.0,5.29,5.32,3.27 +30180,0.39,Premium,H,SI2,62.4,59.0,721.0,4.65,4.58,2.88 +24581,2.48,Ideal,I,SI2,62.3,57.0,12883.0,8.64,8.58,5.36 +2804,0.71,Ideal,D,SI1,60.9,57.0,3262.0,5.75,5.79,3.51 +53804,0.9,Good,H,SI1,63.8,56.0,2732.0,6.07,6.02,3.86 +14387,0.3,Ideal,F,VS2,61.8,56.0,605.0,4.3,4.31,2.66 +29094,0.36,Premium,D,SI2,60.9,58.0,689.0,4.63,4.6,2.81 +36006,0.31,Ideal,F,IF,62.2,55.0,921.0,4.35,4.38,2.71 +46147,0.55,Premium,F,VS2,62.5,56.0,1746.0,5.27,5.23,3.28 +25320,2.11,Premium,J,SI1,62.4,58.0,13996.0,8.27,8.17,5.13 +13962,1.02,Ideal,H,VS2,62.0,55.0,5683.0,6.47,6.44,4.0 +53534,0.71,Ideal,D,SI1,61.3,57.0,2690.0,5.74,5.78,3.53 +37387,0.4,Ideal,D,VS2,62.3,57.0,982.0,4.72,4.75,2.95 +28709,0.38,Ideal,E,SI1,60.7,56.0,680.0,4.69,4.73,2.86 +9972,1.14,Premium,H,SI2,60.6,59.0,4702.0,6.77,6.8,4.11 +40875,0.73,Fair,I,I1,66.1,58.0,1175.0,5.63,5.5,3.68 +384,0.83,Very Good,D,SI1,63.5,54.0,2811.0,5.98,5.95,3.79 +174,0.6,Ideal,E,VS1,61.7,55.0,2774.0,5.41,5.44,3.35 +45197,0.51,Ideal,G,VS1,59.7,57.0,1656.0,5.2,5.25,3.12 +49393,0.71,Very Good,G,SI1,62.3,57.0,2104.0,5.7,5.76,3.57 +7595,1.0,Premium,G,SI1,61.8,59.0,4256.0,6.43,6.38,3.96 +7097,1.0,Fair,H,VS2,66.8,63.0,4166.0,6.19,6.08,4.1 +13664,1.01,Very Good,H,VS1,62.0,60.0,5593.0,6.43,6.38,3.97 +5093,0.9,Good,D,SI1,63.6,63.0,3755.0,6.03,6.07,3.85 +24567,1.5,Very Good,G,VS1,61.7,63.0,12862.0,7.31,7.24,4.49 +53354,1.0,Ideal,J,SI2,61.2,56.0,2657.0,6.49,6.38,3.94 +16596,1.14,Ideal,H,VS2,62.0,54.0,6628.0,6.72,6.74,4.17 +46493,0.52,Ideal,H,VVS1,60.4,57.0,1778.0,5.2,5.23,3.15 +25059,2.01,Ideal,I,SI2,62.9,56.0,13574.0,8.06,8.03,5.06 +42170,0.43,Very Good,G,IF,62.7,58.0,1286.0,4.8,4.84,3.02 +10129,1.06,Premium,F,SI2,62.5,58.0,4719.0,6.54,6.41,4.05 +17243,1.0,Premium,F,VS2,60.7,58.0,6899.0,6.45,6.36,3.89 +8609,1.08,Ideal,J,SI1,61.8,56.2,4443.0,6.55,6.58,4.06 +35591,0.4,Premium,E,SI1,62.8,59.0,907.0,4.73,4.7,2.96 +25857,2.07,Ideal,H,SI1,60.6,56.0,14935.0,8.38,8.3,5.05 +21169,1.7,Premium,I,SI2,62.9,59.0,9330.0,7.57,7.51,4.74 +50445,0.53,Ideal,E,VVS2,61.9,55.0,2263.0,5.19,5.22,3.22 +3531,0.9,Premium,G,SI1,60.6,61.0,3407.0,6.16,6.12,3.72 +8567,1.0,Very Good,E,SI2,60.5,59.0,4435.0,6.44,6.48,3.91 +48752,0.56,Ideal,F,VS1,61.9,55.0,2016.0,5.36,5.32,3.3 +43468,0.47,Very Good,F,VVS2,60.9,59.0,1418.0,4.99,5.03,3.05 +47027,0.52,Premium,E,VS1,61.7,58.0,1819.0,5.17,5.11,3.17 +31852,0.3,Premium,G,VS1,62.2,59.0,776.0,4.28,4.24,2.65 +22844,2.03,Premium,H,SI2,58.1,59.0,10879.0,8.36,8.31,4.86 +21827,1.04,Ideal,E,VVS2,62.4,56.0,9897.0,6.51,6.47,4.05 +26079,2.04,Ideal,I,SI1,60.0,60.0,15308.0,8.3,8.26,4.97 +18366,0.37,Very Good,F,SI1,62.3,59.0,616.0,4.57,4.61,2.86 +41126,0.5,Fair,E,SI1,66.4,58.0,1196.0,4.98,4.87,3.27 +25292,1.51,Premium,F,VS2,61.7,58.0,13945.0,7.33,7.28,4.51 +30830,0.33,Premium,I,VVS2,61.0,58.0,743.0,4.46,4.42,2.71 +43862,0.5,Ideal,G,VS2,62.0,56.0,1449.0,5.08,5.11,3.16 +24435,2.54,Ideal,I,SI2,61.4,54.0,12687.0,8.83,8.78,5.41 +51981,0.3,Ideal,D,SI1,61.0,58.0,547.0,4.32,4.33,2.64 +7175,1.0,Good,E,SI2,59.9,63.0,4184.0,6.45,6.5,3.88 +52113,0.71,Very Good,G,VS2,63.1,56.0,2462.0,5.58,5.77,3.58 +39688,0.4,Premium,F,VVS2,62.2,59.0,1088.0,4.65,4.7,2.91 +53767,0.7,Ideal,F,VS1,62.5,56.0,2726.0,5.7,5.73,3.57 +48472,0.52,Ideal,F,VVS2,62.1,54.0,1978.0,5.17,5.2,3.22 +9183,1.08,Ideal,G,SI2,61.9,57.0,4544.0,6.55,6.57,4.06 +14388,0.3,Very Good,G,VS1,60.3,62.0,605.0,4.3,4.33,2.6 +36777,0.3,Ideal,E,VVS1,60.6,57.0,956.0,4.35,4.33,2.63 +47419,0.57,Premium,G,VS1,62.4,58.0,1851.0,5.29,5.32,3.31 +44704,0.57,Premium,H,VS1,61.7,58.0,1613.0,5.33,5.3,3.28 +6824,1.01,Very Good,F,SI2,62.8,58.0,4119.0,6.31,6.36,3.98 +20343,1.21,Good,G,VS1,63.6,56.0,8741.0,6.8,6.72,4.3 +50798,0.71,Good,I,VS1,63.6,56.0,2306.0,5.65,5.7,3.61 +27760,0.32,Premium,H,VS2,59.5,58.0,648.0,4.5,4.47,2.67 +19818,1.75,Good,H,SI2,64.1,56.0,8385.0,7.59,7.55,4.85 +50075,0.51,Ideal,F,VVS2,62.2,56.0,2203.0,5.12,5.08,3.17 +3917,0.72,Ideal,D,VS2,62.6,58.0,3495.0,5.7,5.73,3.58 +33136,0.31,Premium,E,VVS2,61.4,58.0,816.0,4.33,4.36,2.67 +17687,1.06,Premium,G,VS1,62.0,58.0,7130.0,6.56,6.51,4.05 +32093,0.33,Ideal,E,VS1,60.2,57.0,781.0,4.48,4.52,2.71 +5679,1.01,Very Good,I,SI2,61.8,60.0,3885.0,6.34,6.37,3.93 +53872,0.74,Premium,F,SI1,61.2,59.0,2744.0,5.88,5.82,3.58 +48456,0.58,Premium,G,VVS2,61.4,61.0,1975.0,5.43,5.38,3.32 +42888,0.32,Ideal,E,IF,61.4,56.0,1359.0,4.38,4.42,2.7 +17144,1.01,Good,E,VS2,63.9,59.0,6843.0,6.31,6.34,4.04 +9507,1.16,Fair,G,SI1,65.9,55.0,4612.0,6.54,6.51,4.3 +3305,0.8,Very Good,F,VS2,63.2,55.0,3369.0,5.9,5.88,3.72 +46700,0.5,Fair,D,VVS1,65.9,64.0,1792.0,4.92,5.03,3.28 +5819,1.18,Premium,J,VS2,62.8,59.0,3913.0,6.78,6.69,4.23 +53358,0.7,Premium,G,VS2,58.1,55.0,2657.0,5.83,5.8,3.38 +48860,0.59,Very Good,F,VS1,61.7,59.0,2034.0,5.35,5.38,3.31 +26768,2.28,Ideal,J,VS1,62.6,54.2,16592.0,8.37,8.41,5.25 +42862,0.51,Very Good,E,SI1,60.9,57.0,1357.0,5.17,5.2,3.16 +24698,0.3,Very Good,G,VVS2,62.9,58.0,638.0,4.26,4.29,2.69 +40386,0.42,Ideal,D,VVS2,62.0,55.0,1132.0,4.81,4.84,2.99 +44248,0.51,Premium,F,VS2,63.0,55.0,1574.0,5.1,5.06,3.2 +31859,0.3,Ideal,H,VVS2,61.1,55.0,776.0,4.36,4.32,2.65 +31430,0.3,Ideal,H,IF,62.5,56.0,764.0,4.31,4.33,2.7 +53681,0.73,Ideal,F,SI2,62.1,56.0,2712.0,5.8,5.76,3.59 +53226,0.9,Fair,E,SI2,64.4,58.0,2639.0,6.07,6.01,3.89 +15798,1.29,Ideal,G,SI2,61.5,55.0,6321.0,7.03,6.99,4.31 +2577,0.71,Ideal,E,VS1,62.3,54.0,3212.0,5.69,5.73,3.56 +22276,1.7,Premium,I,SI1,62.0,59.0,10331.0,7.59,7.64,4.72 +11210,1.15,Premium,H,SI2,62.9,56.0,4959.0,6.7,6.59,4.18 +44862,0.51,Very Good,H,VS1,60.7,56.0,1628.0,5.18,5.21,3.16 +7420,1.11,Ideal,F,SI2,62.0,57.0,4227.0,6.67,6.64,4.13 +34135,0.3,Ideal,F,VVS1,62.0,54.2,854.0,4.31,4.33,2.68 +9045,0.3,Ideal,F,VS1,61.5,55.0,587.0,4.33,4.35,2.67 +43324,0.51,Very Good,D,SI1,61.7,58.0,1403.0,5.09,5.12,3.15 +38022,0.39,Very Good,G,VS2,63.4,57.0,1009.0,4.67,4.63,2.95 +44312,0.3,Premium,D,SI1,62.5,59.0,520.0,4.26,4.22,2.65 +45013,0.54,Premium,H,VS1,61.3,58.0,1637.0,5.25,5.22,3.21 +6646,1.06,Ideal,I,SI2,61.3,56.0,4092.0,6.55,6.59,4.03 +33730,0.37,Ideal,F,VVS2,60.0,59.0,839.0,4.64,4.66,2.79 +37621,0.44,Premium,I,VVS1,60.8,57.0,990.0,4.93,4.88,2.98 +1045,0.61,Ideal,E,VVS2,62.1,54.2,2907.0,5.43,5.45,3.38 +17875,1.42,Fair,G,VS2,59.6,66.0,7214.0,7.31,7.23,4.33 +52575,0.7,Premium,D,SI2,61.9,58.0,2536.0,5.71,5.67,3.52 +20518,1.01,Very Good,E,VVS2,63.1,57.0,8849.0,6.31,6.39,4.01 +17441,1.24,Ideal,G,SI1,60.5,60.0,6994.0,6.97,6.91,4.2 +27891,0.44,Ideal,F,SI2,61.7,54.0,655.0,4.9,4.92,3.03 +7689,1.01,Premium,F,SI1,62.7,54.0,4276.0,6.42,6.37,4.01 +51178,0.75,Very Good,F,SI1,63.1,58.0,2347.0,5.7,5.74,3.61 +28800,0.27,Very Good,F,VVS1,61.8,56.0,682.0,4.17,4.19,2.58 +6611,0.74,Ideal,E,VVS2,62.2,57.0,4082.0,5.78,5.83,3.61 +52753,0.74,Premium,F,VS2,62.3,58.0,2560.0,5.77,5.72,3.58 +20640,1.51,Premium,J,VVS2,62.6,59.0,8930.0,7.33,7.31,4.58 +10737,0.33,Ideal,I,VS2,62.4,56.0,594.0,4.43,4.39,2.75 +6687,0.97,Premium,G,SI2,61.3,57.0,4101.0,6.37,6.32,3.89 +47275,0.58,Good,E,SI1,61.0,62.0,1844.0,5.36,5.33,3.26 +39530,0.4,Very Good,I,VVS1,63.3,57.0,1080.0,4.71,4.67,2.97 +30727,0.41,Good,D,SI1,63.4,55.0,738.0,4.68,4.72,2.98 +17152,1.71,Good,G,SI2,63.7,57.0,6847.0,7.54,7.5,4.79 +3042,0.3,Very Good,G,VS1,62.0,60.0,565.0,4.27,4.31,2.66 +45575,0.52,Very Good,G,VS1,61.1,58.0,1689.0,5.16,5.19,3.16 +25284,2.23,Premium,J,SI2,61.3,60.0,13931.0,8.4,8.35,5.13 +42948,0.3,Premium,F,SI2,62.3,58.0,506.0,4.32,4.28,2.68 +49819,0.7,Good,F,SI1,57.7,65.0,2167.0,5.78,5.72,3.32 +33639,0.38,Premium,G,VS1,60.6,58.0,833.0,4.64,4.67,2.82 +37553,0.31,Premium,E,VVS1,61.5,58.0,988.0,4.37,4.35,2.68 +38702,0.37,Premium,E,VS2,62.3,59.0,1041.0,4.59,4.56,2.85 +11092,1.0,Ideal,D,SI1,62.5,55.0,4928.0,6.43,6.38,4.0 +15145,1.23,Ideal,H,SI2,62.1,55.9,6088.0,6.82,6.85,4.24 +3844,0.78,Premium,D,VS2,63.0,58.0,3473.0,5.86,5.8,3.67 +51216,0.7,Ideal,G,SI1,62.2,56.0,2352.0,5.72,5.69,3.55 +35954,0.3,Ideal,F,SI1,61.4,58.0,475.0,4.3,4.33,2.65 +18435,1.0,Good,D,VS1,57.8,61.0,7500.0,6.62,6.56,3.81 +45357,0.56,Ideal,D,SI1,61.2,57.0,1664.0,5.37,5.35,3.28 +15438,1.37,Premium,F,SI2,62.8,57.0,6181.0,7.12,7.08,4.46 +355,0.74,Premium,F,VS2,61.9,56.0,2805.0,5.8,5.77,3.58 +4297,0.73,Ideal,G,VS1,61.2,56.0,3589.0,5.82,5.85,3.57 +10834,1.09,Ideal,H,SI1,61.9,56.0,4871.0,6.64,6.61,4.1 +30868,0.33,Premium,G,VS2,60.8,62.0,743.0,4.46,4.42,2.7 +12545,1.23,Ideal,I,SI2,62.1,56.0,5269.0,6.88,6.84,4.26 +12231,1.05,Very Good,G,SI1,61.6,57.0,5197.0,6.51,6.54,4.02 +42884,0.54,Ideal,H,VS2,61.9,56.0,1359.0,5.24,5.26,3.25 +40471,0.38,Ideal,G,VVS1,61.6,57.0,1140.0,4.73,4.65,2.89 +41381,0.55,Ideal,E,SI2,62.0,56.0,1221.0,5.27,5.31,3.28 +11997,1.13,Very Good,E,SI2,63.4,59.0,5147.0,6.53,6.59,4.16 +1407,0.36,Ideal,F,SI1,61.6,56.0,560.0,4.57,4.62,2.83 +520,0.82,Ideal,F,SI2,62.4,54.0,2824.0,6.02,5.97,3.74 +9534,1.05,Premium,G,SI2,63.0,57.0,4618.0,6.47,6.41,4.06 +6820,1.01,Premium,G,SI1,60.0,59.0,4118.0,6.51,6.47,3.89 +20901,1.14,Ideal,F,VS1,61.1,55.0,9116.0,6.78,6.74,4.13 +2468,0.71,Ideal,D,VS1,62.2,55.0,3192.0,5.71,5.74,3.56 +19919,1.4,Premium,I,VVS2,62.0,58.0,8467.0,7.22,7.16,4.46 +47542,0.51,Good,G,VVS1,63.2,58.0,1872.0,5.08,5.11,3.22 +34152,0.33,Premium,H,VVS2,62.4,60.0,854.0,4.42,4.39,2.75 +18110,1.56,Premium,I,VS2,60.8,59.0,7326.0,7.56,7.51,4.58 +21505,1.02,Ideal,F,VVS2,62.3,58.0,9598.0,6.42,6.45,4.01 +1682,0.74,Ideal,H,VS1,61.6,55.0,3030.0,5.79,5.83,3.58 +25216,1.82,Premium,I,VS1,61.4,60.0,13813.0,7.8,7.83,4.8 +21958,1.12,Premium,F,VVS2,62.4,59.0,10028.0,6.58,6.66,4.13 +872,0.7,Very Good,D,SI1,60.2,60.0,2872.0,5.75,5.82,3.48 +450,0.87,Ideal,H,SI2,62.7,56.0,2816.0,6.16,6.13,3.85 +50220,0.7,Very Good,F,SI1,61.8,58.0,2230.0,5.67,5.72,3.52 +26336,1.73,Ideal,E,SI1,61.9,57.0,15842.0,7.74,7.66,4.77 +4081,0.91,Very Good,G,SI2,60.0,57.0,3531.0,6.27,6.32,3.78 +22320,1.62,Premium,I,VS1,61.7,59.0,10362.0,7.55,7.47,4.63 +15533,1.21,Premium,E,SI2,61.5,58.0,6223.0,6.86,6.79,4.2 +11523,1.01,Very Good,H,SI1,61.9,59.0,5026.0,6.4,6.43,3.97 +1906,1.0,Ideal,H,I1,61.3,57.0,3080.0,6.41,6.44,3.94 +18953,1.01,Premium,F,VS1,61.4,60.0,7792.0,6.45,6.39,3.94 +12383,0.35,Ideal,I,VVS2,61.5,55.0,598.0,4.56,4.58,2.81 +19047,0.3,Very Good,E,VVS2,61.1,62.0,622.0,4.28,4.33,2.63 +44770,0.42,Ideal,D,VVS1,61.8,55.0,1621.0,4.85,4.83,2.99 +48484,0.55,Premium,H,VVS1,61.1,57.0,1980.0,5.35,5.26,3.24 +34920,0.34,Ideal,F,VS2,61.6,57.0,880.0,4.53,4.47,2.77 +23775,2.45,Very Good,H,SI2,63.5,58.0,11830.0,8.7,8.58,5.49 +8259,0.92,Premium,E,SI1,61.3,58.0,4379.0,6.19,6.25,3.81 +42353,0.59,Ideal,I,VS2,62.0,54.0,1300.0,5.4,5.43,3.36 +16508,1.26,Ideal,I,SI1,62.6,57.0,6597.0,6.89,6.92,4.32 +13938,1.35,Ideal,H,SI2,60.0,57.0,5670.0,7.19,7.15,4.3 +4334,0.9,Premium,E,SI2,62.2,60.0,3599.0,6.19,6.15,3.84 +8364,1.01,Good,E,SI1,59.3,64.0,4399.0,6.47,6.49,3.84 +30639,0.41,Ideal,D,SI1,62.3,56.0,735.0,4.74,4.79,2.97 +1531,0.7,Premium,G,VVS2,60.6,60.0,2999.0,5.77,5.69,3.47 +35350,0.42,Premium,H,SI1,62.0,59.0,898.0,4.79,4.76,2.96 +46036,0.57,Premium,E,SI1,60.3,57.0,1728.0,5.4,5.34,3.24 +26644,2.04,Premium,G,SI2,61.8,56.0,16426.0,8.13,8.05,5.0 +4561,0.93,Very Good,G,SI2,60.8,62.0,3644.0,6.29,6.34,3.84 +20101,1.22,Very Good,F,VS2,62.3,57.0,8575.0,6.8,6.84,4.25 +19749,1.5,Premium,E,SI2,62.7,59.0,8316.0,7.3,7.22,4.55 +10463,1.08,Very Good,I,VS1,62.5,57.0,4790.0,6.51,6.54,4.08 +1555,1.01,Fair,D,SI2,64.6,56.0,3003.0,6.31,6.24,4.05 +35601,0.31,Ideal,H,VVS1,61.6,55.0,907.0,4.38,4.35,2.69 +19758,1.56,Premium,J,VS1,61.1,59.0,8324.0,7.49,7.52,4.58 +51737,0.57,Ideal,F,VVS2,61.7,56.0,2402.0,5.31,5.35,3.29 +25022,0.3,Ideal,E,SI1,61.7,57.0,640.0,4.29,4.33,2.66 +50892,0.7,Premium,G,VS2,60.8,58.0,2317.0,5.75,5.8,3.51 +46004,0.54,Ideal,D,VS2,61.2,56.0,1725.0,5.24,5.28,3.22 +45180,0.51,Ideal,E,VS2,61.8,57.0,1656.0,5.14,5.15,3.18 +43551,0.5,Good,G,VS1,57.5,56.0,1429.0,5.3,5.24,3.03 +5494,1.06,Good,I,SI2,58.7,60.0,3842.0,6.65,6.71,3.92 +32142,0.4,Good,D,VS2,63.5,56.0,786.0,4.66,4.72,2.98 +16500,1.28,Premium,H,SI1,62.0,62.0,6595.0,6.93,6.87,4.28 +10156,1.01,Very Good,D,SI2,61.9,58.0,4727.0,6.43,6.49,4.0 +35820,0.31,Ideal,F,IF,61.0,56.0,914.0,4.39,4.43,2.69 +32817,0.34,Ideal,D,VS2,62.4,53.0,805.0,4.49,4.52,2.81 +12803,1.13,Premium,H,SI1,61.4,59.0,5338.0,6.73,6.68,4.12 +24987,1.72,Good,F,SI1,64.3,60.0,13499.0,7.52,7.56,4.85 +25754,1.53,Premium,G,VS1,62.6,60.0,14699.0,7.39,7.3,4.6 +23071,1.22,Premium,G,IF,59.2,58.0,11104.0,7.02,6.97,4.14 +53253,0.72,Premium,G,VS1,62.3,61.0,2646.0,5.73,5.66,3.55 +24283,2.0,Premium,G,SI2,59.1,59.0,12521.0,8.2,8.14,4.83 +39734,0.39,Very Good,D,VVS1,63.0,60.0,1092.0,4.61,4.63,2.91 +14260,1.0,Premium,D,SI1,61.4,58.0,5775.0,6.37,6.43,3.93 +41992,0.43,Premium,G,VVS1,62.2,58.0,1264.0,4.83,4.78,2.99 +39124,0.41,Ideal,G,VS2,62.7,55.0,1061.0,4.79,4.75,2.99 +22094,1.51,Very Good,E,SI1,63.1,56.0,10113.0,7.24,7.22,4.56 +21684,1.6,Premium,I,VS2,60.2,58.0,9784.0,7.63,7.56,4.57 +50870,0.7,Good,F,SI1,60.0,62.0,2313.0,5.73,5.83,3.47 +49395,0.71,Fair,I,VS1,64.5,56.0,2104.0,5.61,5.56,3.6 +48038,0.44,Ideal,E,VVS1,61.1,56.0,1924.0,4.91,4.94,3.01 +25099,1.51,Very Good,G,VS1,63.5,55.0,13624.0,7.26,7.3,4.62 +40364,0.3,Premium,D,IF,62.1,59.0,1130.0,4.27,4.29,2.66 +10885,1.21,Premium,I,SI2,60.7,60.0,4879.0,6.88,6.82,4.16 +51984,0.25,Very Good,F,VVS2,61.9,57.0,548.0,4.07,4.11,2.53 +12897,0.81,Ideal,E,VVS2,62.2,53.7,5373.0,5.97,5.99,3.72 +6714,0.3,Very Good,G,SI1,60.1,58.0,413.0,4.31,4.34,2.6 +43569,0.41,Ideal,G,IF,62.3,55.0,1431.0,4.78,4.75,2.97 +30231,0.33,Ideal,E,VS2,61.2,56.0,723.0,4.45,4.47,2.73 +9785,1.0,Fair,H,SI1,67.6,59.0,4665.0,6.03,5.95,4.05 +30904,0.39,Ideal,G,VS2,61.5,57.0,745.0,4.69,4.74,2.9 +11901,1.13,Ideal,E,SI2,61.8,57.0,5120.0,6.68,6.65,4.12 +29893,0.3,Premium,D,VS2,62.3,58.0,710.0,4.29,4.32,2.68 +47079,0.52,Ideal,D,VS2,62.6,55.0,1822.0,5.12,5.14,3.21 +20075,1.45,Premium,H,VS1,60.6,60.0,8550.0,7.27,7.16,4.37 +25025,0.3,Fair,E,VS1,56.3,62.0,640.0,4.47,4.49,2.52 +38309,0.31,Good,I,SI1,64.3,55.0,488.0,4.29,4.27,2.75 +19259,1.55,Ideal,J,SI1,61.7,54.0,7987.0,7.47,7.5,4.62 +45495,0.5,Ideal,F,VS1,62.0,55.1,1679.0,5.05,5.11,3.16 +12334,1.01,Good,E,SI1,63.7,58.0,5226.0,6.36,6.32,4.04 +19199,1.51,Good,H,VS2,63.8,56.0,7949.0,7.24,7.17,4.6 +2806,0.75,Ideal,E,VS2,62.4,57.0,3263.0,5.76,5.81,3.61 +4617,0.89,Good,F,SI1,64.3,55.0,3663.0,6.12,6.01,3.9 +14978,1.02,Premium,E,VS2,60.3,60.0,6032.0,6.58,6.48,3.94 +30784,0.3,Very Good,E,VVS2,62.5,56.0,742.0,4.28,4.3,2.68 +25007,1.22,Ideal,F,VVS1,62.0,54.0,13539.0,6.88,6.9,4.27 +39628,0.35,Ideal,E,SI2,61.4,56.0,491.0,4.51,4.55,2.78 +11125,1.1,Very Good,H,SI1,62.4,58.0,4938.0,6.58,6.62,4.12 +20974,1.18,Premium,G,VVS2,58.2,62.0,9188.0,6.92,6.89,4.02 +21384,0.34,Ideal,D,SI1,61.5,53.0,626.0,4.51,4.53,2.78 +27094,1.7,Premium,G,VVS2,61.5,60.0,17228.0,7.64,7.59,4.68 +1145,0.53,Ideal,F,VVS1,61.6,56.0,2922.0,5.24,5.18,3.21 +730,0.32,Good,E,VS2,64.1,54.0,556.0,4.34,4.37,2.79 +29468,0.32,Ideal,E,VS2,61.4,56.0,702.0,4.4,4.43,2.71 +1703,0.78,Ideal,D,SI1,62.4,57.0,3035.0,5.87,5.89,3.67 +48799,0.71,Ideal,H,SI2,61.8,55.0,2024.0,5.75,5.7,3.54 +9208,1.07,Very Good,F,SI2,59.4,60.0,4552.0,6.68,6.75,3.99 +53550,0.9,Very Good,J,SI2,62.3,59.0,2693.0,6.15,6.18,3.84 +9104,1.0,Good,G,SI1,62.5,65.0,4528.0,6.24,6.31,3.92 +37966,0.41,Ideal,F,VS1,60.8,57.0,1007.0,4.77,4.8,2.91 +48928,0.55,Ideal,G,VVS1,62.0,55.0,2042.0,5.25,5.27,3.26 +10618,1.12,Ideal,I,SI1,62.0,56.0,4829.0,6.69,6.64,4.13 +33824,0.32,Ideal,G,VVS1,62.0,57.0,842.0,4.38,4.42,2.73 +28175,0.35,Very Good,E,VS2,61.4,58.0,665.0,4.51,4.55,2.78 +8551,1.03,Ideal,I,SI1,62.2,58.0,4434.0,6.45,6.41,4.0 +9318,1.11,Premium,H,SI2,61.6,60.0,4578.0,6.6,6.67,4.09 +7617,1.01,Good,D,SI2,57.6,62.0,4260.0,6.56,6.66,3.81 +24401,1.5,Ideal,F,VS2,60.3,57.0,12641.0,7.42,7.33,4.45 +36120,0.33,Premium,G,VVS2,61.3,59.0,927.0,4.45,4.42,2.72 +52986,0.72,Ideal,I,VVS2,62.8,57.0,2594.0,5.69,5.74,3.59 +28456,0.41,Good,G,SI1,63.4,57.0,671.0,4.7,4.73,2.99 +26869,1.5,Premium,D,VS1,62.8,58.0,16793.0,7.29,7.26,4.57 +6625,0.64,Ideal,D,VVS1,61.8,54.0,4084.0,5.54,5.56,3.43 +37274,0.26,Ideal,H,VS1,62.2,55.0,482.0,4.08,4.09,2.54 +42134,0.5,Premium,D,SI1,61.3,60.0,1279.0,5.15,5.1,3.14 +6220,1.01,Ideal,G,SI1,62.9,57.0,4004.0,6.37,6.3,3.98 +50774,0.81,Fair,F,SI2,68.8,79.0,2301.0,5.26,5.2,3.58 +31607,0.3,Good,J,VS2,63.4,57.0,368.0,4.22,4.26,2.69 +14871,1.01,Very Good,F,VS2,61.1,56.0,5988.0,6.49,6.56,3.99 +43700,0.5,Good,D,SI1,63.6,58.0,1436.0,5.05,5.08,3.22 +45813,0.56,Very Good,F,VS1,62.0,59.0,1712.0,5.3,5.34,3.3 +30018,0.4,Good,H,VS2,63.1,62.0,717.0,4.75,4.66,2.97 +9486,1.01,Premium,G,SI1,62.8,59.0,4605.0,6.43,6.34,4.01 +39084,0.31,Ideal,E,IF,61.9,56.0,1060.0,4.35,4.37,2.7 +1177,0.71,Very Good,E,VS2,61.3,60.0,2930.0,5.74,5.71,3.51 +48509,0.54,Very Good,G,VVS1,60.6,55.0,1983.0,5.28,5.31,3.21 +14581,1.13,Premium,H,VS2,60.6,58.0,5885.0,6.81,6.72,4.1 +23278,1.2,Premium,E,VVS2,62.1,58.0,11301.0,6.76,6.7,4.18 +31737,0.31,Ideal,H,IF,61.4,57.0,772.0,4.36,4.39,2.68 +25181,1.7,Premium,F,SI1,62.3,58.0,13766.0,7.63,7.59,4.74 +50828,0.73,Premium,F,SI2,61.6,58.0,2309.0,5.79,5.73,3.55 +3099,1.02,Ideal,G,I1,61.5,56.0,3321.0,6.46,6.49,3.98 +30702,0.3,Premium,G,VVS1,61.3,58.0,737.0,4.29,4.33,2.64 +17949,1.06,Ideal,G,VS2,62.3,56.0,7255.0,6.49,6.54,4.06 +18241,1.14,Ideal,H,VS2,61.1,57.0,7409.0,6.71,6.78,4.12 +31157,0.41,Good,E,SI1,63.5,57.0,755.0,4.69,4.73,2.99 +35377,0.41,Very Good,G,VS1,60.5,57.0,899.0,4.81,4.85,2.92 +37204,0.34,Ideal,G,IF,62.1,54.0,974.0,4.48,4.5,2.79 +10648,1.01,Very Good,H,SI1,63.4,59.0,4836.0,6.34,6.28,4.0 +17919,1.0,Premium,H,IF,60.6,57.0,7235.0,6.54,6.47,3.94 +29759,0.3,Ideal,D,SI1,62.0,56.0,709.0,4.34,4.3,2.68 +46833,0.55,Ideal,F,VS1,61.3,57.0,1809.0,5.25,5.28,3.23 +40732,0.37,Ideal,E,VVS2,61.6,55.0,1162.0,4.62,4.63,2.85 +39997,0.41,Ideal,F,VS2,61.8,56.0,1107.0,4.79,4.76,2.95 +30923,0.34,Very Good,E,VS2,58.8,59.0,745.0,4.56,4.59,2.69 +11379,0.34,Good,E,SI1,63.2,55.0,596.0,4.46,4.49,2.83 +53297,0.3,Good,I,VVS1,63.8,56.0,552.0,4.23,4.26,2.71 +6219,0.89,Very Good,E,SI1,62.7,57.0,4003.0,6.08,6.13,3.83 +28470,0.32,Ideal,H,VS1,62.1,55.0,672.0,4.4,4.39,2.73 +37584,0.32,Ideal,F,VVS1,61.8,55.0,990.0,4.41,4.36,2.71 +16184,1.1,Premium,D,SI1,60.7,55.0,6468.0,6.74,6.71,4.08 +45376,0.7,Very Good,I,VS2,62.2,59.0,1666.0,5.64,5.71,3.53 +46473,0.53,Very Good,E,VS1,63.0,56.0,1776.0,5.13,5.16,3.24 +15010,1.22,Premium,D,SI2,62.0,60.0,6046.0,6.8,6.74,4.2 +18446,1.27,Premium,H,VS2,60.0,61.0,7503.0,7.03,6.99,4.26 +6120,1.01,Premium,G,SI2,60.6,59.0,3981.0,6.49,6.41,3.91 +2771,0.7,Very Good,F,VVS1,63.3,56.0,3252.0,5.7,5.64,3.59 +9361,0.32,Ideal,D,SI1,61.3,55.0,589.0,4.39,4.42,2.7 +8811,1.2,Good,I,SI2,64.1,57.0,4476.0,6.7,6.62,4.27 +10666,1.2,Premium,J,SI1,61.4,59.0,4838.0,6.87,6.82,4.2 +28311,0.32,Premium,I,SI1,61.0,59.0,432.0,4.36,4.39,2.67 +28883,0.32,Very Good,F,SI1,63.2,55.0,684.0,4.4,4.37,2.77 +14267,1.34,Ideal,I,SI2,61.3,55.0,5778.0,7.16,7.12,4.38 +30637,0.3,Ideal,G,VVS1,62.0,54.9,735.0,4.3,4.33,2.68 +4419,1.04,Premium,H,SI2,62.4,58.0,3611.0,6.49,6.4,4.02 +32377,0.43,Ideal,G,SI1,61.5,57.0,790.0,4.84,4.87,2.98 +48185,0.6,Good,D,SI1,63.8,57.0,1944.0,5.32,5.27,3.38 +10733,0.33,Premium,I,VS2,60.6,58.0,594.0,4.47,4.44,2.7 +2081,0.81,Ideal,E,SI1,62.4,57.0,3109.0,5.92,5.97,3.71 +40812,0.54,Ideal,I,SI1,60.0,59.0,1170.0,5.29,5.31,3.18 +18204,1.32,Very Good,H,SI1,62.3,58.0,7389.0,6.96,7.0,4.35 +45070,0.71,Very Good,J,SI1,60.7,58.0,1643.0,5.78,5.81,3.52 +5936,1.01,Ideal,F,SI2,62.7,57.0,3945.0,6.37,6.43,4.01 +1846,0.7,Very Good,E,VS1,62.5,56.0,3063.0,5.64,5.68,3.54 +35002,0.42,Premium,G,SI1,60.6,62.0,882.0,4.85,4.82,2.93 +46495,0.52,Ideal,F,VS1,62.3,55.0,1778.0,5.16,5.21,3.23 +31938,0.3,Ideal,F,VS2,62.3,57.0,776.0,4.33,4.3,2.69 +47047,0.5,Ideal,D,VS2,62.9,54.0,1819.0,5.09,5.05,3.19 +11249,1.02,Ideal,F,SI2,61.6,56.0,4968.0,6.47,6.5,3.99 +53623,0.3,Good,D,SI1,63.8,57.0,552.0,4.27,4.29,2.73 +9358,1.09,Ideal,G,SI2,62.1,56.0,4586.0,6.59,6.66,4.12 +42228,0.39,Premium,D,VVS2,63.0,57.0,1290.0,4.69,4.65,2.94 +26748,1.41,Ideal,F,VVS1,61.1,57.0,16545.0,7.2,7.28,4.42 +34016,0.3,Ideal,D,VS1,61.8,56.0,848.0,4.34,4.3,2.67 +45920,0.53,Very Good,E,VS2,61.6,57.0,1721.0,5.18,5.21,3.2 +39838,0.51,Very Good,E,SI2,60.3,56.0,1098.0,5.19,5.22,3.14 +26395,2.19,Very Good,I,SI2,60.3,60.0,15907.0,8.29,8.33,5.01 +13549,1.23,Very Good,G,SI2,63.4,58.0,5550.0,6.8,6.77,4.3 +50929,0.71,Ideal,I,SI1,60.2,60.0,2319.0,5.77,5.79,3.48 +18904,1.13,Ideal,F,VS2,61.8,54.0,7756.0,6.72,6.73,4.15 +31048,0.41,Ideal,H,VS1,61.8,56.0,750.0,4.73,4.78,2.94 +24241,1.15,Ideal,E,VVS1,60.9,56.0,12447.0,6.79,6.8,4.14 +21500,1.53,Ideal,G,SI2,62.5,57.0,9596.0,7.39,7.32,4.6 +890,0.7,Premium,F,VS1,60.8,62.0,2874.0,5.71,5.67,3.46 +4124,0.72,Ideal,G,VS1,62.0,56.0,3540.0,5.74,5.78,3.57 +27343,1.58,Ideal,E,VS1,62.6,56.0,17894.0,7.41,7.44,4.65 +30723,0.41,Good,D,SI1,63.3,55.0,738.0,4.74,4.77,3.01 +37714,0.34,Very Good,H,VVS1,63.2,58.0,995.0,4.45,4.41,2.8 +6340,0.9,Ideal,G,SI2,61.5,57.0,4032.0,6.19,6.23,3.82 +25377,0.31,Ideal,E,VS2,61.7,55.0,642.0,4.38,4.41,2.71 +41163,0.38,Very Good,D,VVS2,61.9,56.0,1200.0,4.63,4.65,2.87 +33553,0.3,Ideal,G,IF,62.3,52.8,830.0,4.29,4.33,2.69 +9067,1.02,Good,H,SI2,60.3,63.0,4517.0,6.45,6.49,3.9 +40970,0.45,Good,H,VVS1,56.8,64.0,1180.0,5.08,4.99,2.86 +18336,1.5,Very Good,H,SI1,62.0,63.0,7459.0,7.24,7.19,4.47 +35962,0.31,Ideal,J,VVS2,60.3,60.0,476.0,4.4,4.45,2.67 +50184,0.66,Ideal,H,VS1,62.7,55.0,2222.0,5.6,5.57,3.5 +45375,0.7,Premium,J,SI1,61.6,58.0,1666.0,5.66,5.73,3.51 +20777,1.05,Very Good,G,IF,58.9,61.0,9013.0,6.64,6.67,3.92 +29564,0.4,Very Good,E,VS2,62.5,56.0,705.0,4.66,4.72,2.93 +28612,0.3,Ideal,E,SI1,62.9,56.0,675.0,4.3,4.25,2.69 +51483,0.74,Ideal,F,SI1,60.4,56.0,2379.0,5.86,5.83,3.53 +47402,0.5,Ideal,D,SI1,61.8,55.0,1848.0,5.11,5.15,3.17 +17814,1.01,Ideal,G,VS2,61.4,57.0,7179.0,6.44,6.5,3.97 +53427,0.7,Ideal,F,VS2,61.8,54.0,2671.0,5.68,5.71,3.52 +4173,0.92,Premium,H,SI1,62.0,60.0,3555.0,6.27,6.21,3.87 +12193,1.06,Ideal,H,SI1,61.7,56.0,5188.0,6.58,6.55,4.05 +31364,0.33,Ideal,G,VVS2,60.4,57.0,761.0,4.48,4.52,2.72 +50752,0.56,Ideal,F,VVS2,61.9,56.0,2298.0,5.28,5.32,3.28 +10699,1.04,Ideal,I,SI1,61.2,56.0,4846.0,6.53,6.55,4.0 +40954,0.42,Ideal,G,VVS1,61.6,55.0,1179.0,4.81,4.87,2.98 +45765,0.58,Ideal,F,VS2,60.2,57.0,1706.0,5.43,5.48,3.28 +31421,0.34,Ideal,F,VS1,61.1,55.0,764.0,4.53,4.57,2.78 +15734,1.21,Ideal,I,VS1,60.5,58.0,6292.0,6.95,6.89,4.19 +18852,1.12,Ideal,F,VS2,61.9,55.0,7727.0,6.73,6.68,4.15 +43128,0.5,Very Good,H,VS2,63.9,57.0,1387.0,5.04,5.07,3.23 +18522,1.6,Premium,J,SI1,62.2,58.0,7550.0,7.48,7.54,4.67 +10226,1.11,Premium,I,VS2,58.3,60.0,4744.0,6.84,6.78,3.97 +28441,0.39,Very Good,E,SI1,59.1,59.0,670.0,4.76,4.81,2.83 +25444,1.5,Ideal,F,VS2,60.4,57.0,14199.0,7.43,7.41,4.48 +9139,1.13,Very Good,H,SI2,59.8,59.0,4537.0,6.75,6.82,4.06 +6119,0.81,Very Good,G,VVS2,63.5,55.0,3981.0,5.9,5.94,3.76 +10645,1.03,Very Good,H,SI1,60.8,60.0,4836.0,6.47,6.5,3.94 +4092,0.78,Very Good,D,VS2,63.0,58.0,3534.0,5.8,5.86,3.67 +12633,1.0,Premium,F,SI1,60.3,58.0,5292.0,6.47,6.43,3.89 +52897,0.73,Ideal,G,SI2,61.8,56.0,2585.0,5.76,5.83,3.58 +24363,0.42,Ideal,J,VS1,62.3,53.0,636.0,4.83,4.86,3.02 +8538,0.91,Very Good,G,SI1,60.2,58.0,4429.0,6.29,6.31,3.79 +32555,0.32,Ideal,F,VVS2,62.1,55.0,800.0,4.37,4.39,2.72 +44875,0.52,Ideal,F,VS2,62.5,56.0,1629.0,5.12,5.16,3.21 +6736,0.26,Ideal,I,VS1,61.6,54.0,578.0,4.08,4.12,2.53 +12714,0.26,Ideal,E,VVS2,62.3,57.0,599.0,4.06,4.09,2.54 +17791,1.0,Premium,E,VS2,63.0,58.0,7168.0,6.25,6.22,3.93 +16157,1.28,Ideal,F,SI2,62.3,55.0,6458.0,6.96,6.91,4.32 +27091,1.53,Ideal,D,VS2,62.7,54.0,17223.0,7.35,7.39,4.62 +19195,1.0,Very Good,G,VVS1,60.7,58.0,7945.0,6.46,6.53,3.94 +24088,1.21,Ideal,F,VVS1,59.8,60.0,12230.0,6.95,6.89,4.14 +40252,0.6,Ideal,I,SI2,62.2,54.0,1125.0,5.4,5.44,3.37 +22227,2.04,Ideal,I,SI2,62.8,57.0,10282.0,8.11,8.07,5.08 +13574,1.21,Very Good,G,SI2,59.6,60.0,5556.0,6.92,6.94,4.13 +6096,1.06,Ideal,I,SI2,62.4,57.0,3975.0,6.48,6.54,4.06 +30094,0.32,Ideal,H,VS1,62.9,54.0,720.0,4.41,4.37,2.76 +7403,0.33,Very Good,G,VS2,62.8,54.0,579.0,4.4,4.42,2.77 +25846,1.79,Premium,H,VS1,62.6,56.0,14904.0,7.81,7.76,4.87 +39090,0.31,Ideal,F,IF,61.5,55.0,1061.0,4.34,4.37,2.68 +22153,1.35,Ideal,G,VS1,61.5,56.0,10193.0,7.12,7.15,4.39 +5330,1.0,Premium,I,SI1,58.5,59.0,3808.0,6.56,6.54,3.83 +8876,1.04,Very Good,H,SI1,58.9,63.0,4484.0,6.59,6.55,3.87 +30104,0.32,Premium,H,VS1,62.4,58.0,720.0,4.4,4.35,2.73 +28375,0.24,Premium,E,VVS1,60.6,59.0,668.0,4.02,4.0,2.43 +32202,0.35,Premium,E,SI1,60.8,60.0,788.0,4.57,4.51,2.76 +18698,0.3,Ideal,E,VS2,63.8,56.0,619.0,4.28,4.2,2.71 +11435,1.09,Premium,H,VS2,61.2,58.0,5005.0,6.63,6.58,4.03 +37372,0.4,Premium,F,VS1,60.4,59.0,982.0,4.75,4.76,2.87 +50766,0.74,Premium,H,SI1,62.4,58.0,2300.0,5.75,5.7,3.57 +11923,1.09,Ideal,H,SI1,61.1,57.0,5125.0,6.6,6.69,4.1 +43968,0.34,Ideal,G,VS2,62.4,57.0,517.0,4.46,4.48,2.79 +46816,0.53,Premium,D,VS2,60.2,58.0,1808.0,5.23,5.26,3.16 +51097,0.71,Very Good,G,VS2,62.3,63.0,2335.0,5.7,5.64,3.53 +1165,0.81,Good,D,SI2,63.6,55.0,2926.0,5.91,5.86,3.74 +29011,0.34,Very Good,G,VS1,61.7,60.0,686.0,4.45,4.49,2.76 +34073,0.45,Very Good,E,SI1,62.8,58.0,851.0,4.84,4.88,3.05 +37284,0.3,Good,F,VS2,63.1,55.0,484.0,4.24,4.29,2.69 +27466,2.12,Premium,E,SI2,58.3,59.0,18120.0,8.48,8.41,4.92 +12031,0.34,Ideal,G,VS2,62.2,55.0,596.0,4.47,4.5,2.79 +36444,0.31,Ideal,D,VS2,62.1,56.0,942.0,4.35,4.34,2.7 +39011,0.39,Very Good,D,VVS2,61.4,59.0,1056.0,4.69,4.73,2.89 +31654,0.35,Premium,E,VS2,60.9,59.0,767.0,4.54,4.56,2.77 +19357,0.3,Good,E,VVS2,59.5,59.0,622.0,4.35,4.39,2.6 +21479,1.52,Ideal,E,SI2,60.1,57.0,9576.0,7.53,7.49,4.51 +30261,0.31,Ideal,E,VVS1,59.8,60.0,725.0,4.38,4.42,2.63 +2397,0.32,Premium,G,VS2,61.2,59.0,561.0,4.38,4.41,2.69 +41681,0.54,Ideal,H,SI1,62.2,56.0,1240.0,5.26,5.19,3.25 +38369,0.53,Good,J,VS2,63.8,57.0,1023.0,5.1,5.12,3.26 +2479,0.73,Ideal,F,VVS2,62.2,54.0,3193.0,5.8,5.75,3.59 +41782,0.57,Ideal,H,SI1,62.1,57.0,1247.0,5.32,5.3,3.3 +42587,0.35,Ideal,D,VVS1,60.8,55.0,1330.0,4.58,4.6,2.79 +45412,0.51,Ideal,G,VS1,61.9,56.0,1668.0,5.11,5.14,3.17 +33575,0.3,Very Good,F,VVS1,62.2,56.0,832.0,4.28,4.3,2.67 +8944,1.12,Very Good,H,SI2,60.9,60.0,4498.0,6.71,6.76,4.1 +48614,0.51,Ideal,F,VVS2,61.7,56.0,1998.0,5.12,5.15,3.17 +37654,0.33,Ideal,G,IF,61.5,56.0,992.0,4.46,4.48,2.75 +19971,1.5,Good,D,SI2,63.8,58.0,8518.0,7.2,7.16,4.58 +51523,0.72,Premium,F,SI1,62.0,60.0,2385.0,5.77,5.74,3.57 +53504,0.74,Good,F,SI2,62.6,65.0,2685.0,5.66,5.69,3.55 +32911,0.44,Very Good,E,SI1,62.9,58.0,810.0,4.85,4.88,3.06 +33117,0.31,Ideal,D,VS2,62.1,55.0,816.0,4.38,4.32,2.7 +14241,1.23,Premium,J,VVS2,61.2,57.0,5768.0,6.92,6.86,4.22 +6591,1.02,Premium,G,SI2,58.1,58.0,4078.0,6.67,6.58,3.85 +44338,0.33,Very Good,H,VS2,62.2,57.0,521.0,4.42,4.46,2.76 +3839,0.9,Good,D,SI2,60.3,64.0,3473.0,6.14,6.1,3.69 +50582,0.53,Very Good,E,VVS2,62.3,55.0,2280.0,5.18,5.22,3.23 +4529,1.12,Ideal,J,VS2,62.9,57.0,3638.0,6.55,6.52,4.11 +42906,0.5,Good,H,VVS2,61.9,64.3,1362.0,5.01,5.03,3.11 +18030,1.02,Good,G,VVS2,62.3,60.0,7292.0,6.38,6.49,4.01 +52546,0.76,Very Good,F,SI1,62.7,57.0,2533.0,5.81,5.86,3.66 +20625,1.01,Very Good,F,VVS2,62.3,56.0,8922.0,6.38,6.42,3.99 +80,0.26,Very Good,E,VVS1,62.6,59.0,554.0,4.06,4.09,2.55 +6821,1.07,Premium,H,SI2,62.2,59.0,4119.0,6.47,6.53,4.04 +21032,0.31,Good,F,VS2,63.9,56.0,625.0,4.29,4.32,2.75 +46201,0.68,Premium,G,SI1,61.9,60.0,1749.0,5.66,5.62,3.49 +51455,0.72,Ideal,H,VS2,62.8,57.0,2376.0,5.74,5.7,3.59 +1324,0.82,Ideal,I,SI1,61.8,55.0,2959.0,6.0,6.03,3.72 +25176,2.13,Premium,F,SI2,62.4,58.0,13760.0,8.22,8.16,5.11 +53399,0.72,Premium,E,SI1,63.0,56.0,2666.0,5.76,5.73,3.62 +22578,1.51,Good,H,VS2,63.5,60.0,10628.0,7.24,7.27,4.61 +37455,0.35,Premium,E,VS2,60.4,60.0,984.0,4.55,4.52,2.74 +7692,1.1,Very Good,H,SI1,62.1,58.0,4276.0,6.59,6.61,4.1 +35037,0.4,Premium,F,SI1,61.5,60.0,882.0,4.77,4.7,2.91 +17837,1.06,Ideal,H,VVS1,61.3,57.0,7193.0,6.55,6.53,4.01 +32786,0.32,Very Good,D,VVS2,61.1,59.0,804.0,4.39,4.42,2.69 +44763,0.52,Very Good,G,VS1,59.5,58.0,1621.0,5.21,5.28,3.12 +39575,0.46,Very Good,E,VS2,61.3,57.0,1081.0,4.99,5.02,3.07 +3196,0.71,Very Good,E,VS2,62.5,58.0,3344.0,5.69,5.73,3.57 +15861,1.1,Ideal,H,VS2,62.7,56.0,6344.0,6.58,6.63,4.14 +50956,0.59,Ideal,G,VVS1,61.5,57.0,2322.0,5.36,5.4,3.31 +47424,0.7,Good,F,SI2,64.1,55.0,1851.0,5.58,5.52,3.56 +8505,1.17,Premium,I,SI2,62.7,57.0,4423.0,6.77,6.69,4.22 +39358,0.44,Premium,E,VS2,62.3,59.0,1073.0,4.91,4.81,3.03 +45505,0.61,Ideal,F,SI1,61.4,56.0,1681.0,5.46,5.42,3.34 +20437,1.22,Very Good,G,IF,62.0,59.0,8793.0,6.8,6.85,4.23 +33197,0.3,Very Good,G,VVS2,59.7,63.0,819.0,4.37,4.34,2.6 +24281,1.58,Premium,F,SI1,61.4,61.0,12512.0,7.48,7.45,4.58 +32411,0.41,Ideal,D,SI1,62.3,55.0,791.0,4.77,4.79,2.98 +33193,0.3,Premium,G,VVS2,60.4,60.0,819.0,4.34,4.3,2.61 +7139,1.01,Very Good,G,SI2,62.9,56.0,4176.0,6.36,6.39,4.01 +37765,0.41,Ideal,E,VS2,61.8,54.0,999.0,4.79,4.76,2.95 +19561,1.5,Fair,E,SI2,59.9,68.0,8190.0,7.39,7.3,4.4 +24811,2.06,Premium,I,SI2,62.7,60.0,13198.0,8.11,8.06,5.07 +1809,1.01,Premium,H,SI2,61.1,60.0,3054.0,6.46,6.41,3.93 +50780,0.73,Ideal,I,VS1,62.1,55.8,2302.0,5.77,5.81,3.6 +46339,0.58,Ideal,E,SI1,61.5,55.0,1758.0,5.39,5.34,3.3 +4370,1.16,Ideal,I,SI2,62.8,57.0,3605.0,6.8,6.64,4.22 +26023,0.32,Ideal,F,VS2,62.3,56.0,645.0,4.37,4.4,2.73 +49405,0.58,Premium,E,VS1,60.7,58.0,2105.0,5.41,5.36,3.27 +49872,0.53,Ideal,F,VVS2,62.1,56.0,2175.0,5.15,5.22,3.22 +21556,1.76,Premium,I,VS2,62.4,58.0,9659.0,7.7,7.65,4.79 +3792,0.73,Ideal,H,VVS2,61.6,56.0,3463.0,5.8,5.82,3.57 +12359,1.01,Ideal,I,VS1,60.3,57.0,5231.0,6.51,6.53,3.93 +2661,0.73,Ideal,E,VS1,62.5,57.0,3235.0,5.73,5.76,3.59 +20594,1.72,Ideal,J,SI1,62.0,57.0,8900.0,7.66,7.62,4.74 +27482,2.12,Premium,G,SI2,62.6,59.0,18164.0,8.18,8.12,5.1 +40468,0.38,Ideal,D,VS1,62.2,57.0,1140.0,4.66,4.63,2.89 +8534,1.11,Ideal,I,SI2,61.6,54.0,4428.0,6.66,6.72,4.12 +37775,0.41,Ideal,E,VS2,62.5,55.0,999.0,4.77,4.74,2.97 +9467,0.9,Very Good,G,VVS1,62.3,58.0,4601.0,6.14,6.21,3.85 +3459,0.79,Ideal,E,SI2,61.0,57.0,3390.0,6.0,5.95,3.65 +9511,0.9,Premium,D,SI1,62.8,59.0,4612.0,6.18,6.14,3.87 +14007,1.2,Ideal,I,VS2,63.2,59.0,5699.0,6.73,6.68,4.24 +46204,0.58,Very Good,D,VS2,61.0,58.0,1750.0,5.37,5.42,3.29 +5175,1.04,Premium,I,SI2,62.0,57.0,3774.0,6.53,6.47,4.03 +40964,0.46,Good,G,VS1,59.5,61.4,1179.0,4.95,5.0,2.96 +24603,1.52,Very Good,G,VS1,59.3,59.0,12916.0,7.48,7.55,4.46 +8316,1.0,Ideal,H,SI2,58.3,61.0,4390.0,6.56,6.61,3.84 +16678,1.01,Very Good,E,VS2,62.7,57.0,6666.0,6.31,6.36,3.97 +51415,0.77,Good,E,SI2,58.1,63.0,2371.0,6.02,6.06,3.5 +9805,1.03,Very Good,E,SI2,62.1,59.0,4668.0,6.43,6.46,4.0 +1039,0.91,Premium,J,SI1,62.8,59.0,2905.0,6.19,6.14,3.87 +28956,0.25,Premium,E,VS1,61.5,60.0,435.0,4.02,4.04,2.48 +35629,0.3,Premium,H,VS2,62.2,59.0,473.0,4.28,4.31,2.67 +17844,1.02,Good,F,VS1,57.9,59.0,7197.0,6.64,6.59,3.83 +30043,0.3,Good,D,VVS2,61.6,63.0,719.0,4.23,4.27,2.62 +23735,2.01,Very Good,H,SI2,63.4,60.0,11780.0,7.97,7.89,5.03 +9692,0.32,Very Good,D,SI1,62.3,55.0,589.0,4.38,4.42,2.74 +35772,0.4,Very Good,E,VS2,61.2,60.0,912.0,4.79,4.68,2.9 +25539,1.5,Very Good,G,VVS1,63.1,62.0,14361.0,7.25,7.23,4.57 +33597,0.37,Ideal,G,VS2,61.5,56.0,833.0,4.64,4.59,2.84 +34845,0.3,Premium,G,VVS2,61.0,60.0,878.0,4.32,4.3,2.63 +3246,0.81,Ideal,I,VS2,61.4,55.0,3355.0,6.03,6.06,3.71 +1208,0.76,Premium,G,VS1,59.6,57.0,2937.0,6.01,5.91,3.55 +289,0.71,Premium,D,SI1,62.7,60.0,2797.0,5.67,5.71,3.57 +8593,0.56,Very Good,D,IF,60.7,56.0,4440.0,5.34,5.36,3.25 +34246,0.4,Very Good,D,SI2,63.4,56.0,855.0,4.73,4.67,2.98 +24252,1.51,Ideal,F,SI1,62.3,57.0,12459.0,7.33,7.3,4.56 +26331,2.0,Very Good,H,SI1,60.1,61.0,15840.0,8.1,8.13,4.88 +31334,0.38,Ideal,G,VS1,62.4,54.0,759.0,4.63,4.67,2.9 +27408,2.35,Premium,H,SI1,62.6,60.0,17999.0,8.42,8.38,5.26 +4966,0.9,Good,G,SI1,63.7,60.0,3734.0,6.07,6.11,3.88 +44765,0.53,Ideal,F,VS2,61.9,55.0,1621.0,5.2,5.23,3.23 +38617,0.3,Ideal,J,IF,61.5,56.0,489.0,4.32,4.33,2.66 +6882,1.16,Good,F,SI2,60.8,65.0,4131.0,6.78,6.75,4.11 +6433,1.02,Ideal,D,SI2,62.5,57.0,4044.0,6.43,6.38,4.0 +8211,0.9,Good,F,VS2,62.4,58.0,4370.0,6.08,6.1,3.8 +39973,0.51,Good,G,SI1,63.1,64.0,1107.0,5.08,5.03,3.19 +8347,1.02,Very Good,E,SI2,62.9,56.0,4398.0,6.36,6.43,4.02 +52914,0.73,Ideal,F,SI2,61.9,55.0,2588.0,5.78,5.82,3.59 +37702,0.5,Fair,F,SI1,65.1,59.0,994.0,5.01,4.92,3.23 +12561,1.69,Premium,J,I1,60.2,61.0,5277.0,7.79,7.7,4.66 +51636,0.31,Ideal,G,VS2,62.4,54.0,544.0,4.36,4.39,2.73 +44828,0.52,Ideal,F,SI1,62.0,54.0,1624.0,5.19,5.16,3.21 +31887,0.3,Premium,G,VS1,60.3,62.0,776.0,4.33,4.3,2.6 +9333,0.9,Good,E,VS2,63.1,58.0,4580.0,6.11,6.15,3.87 +47640,0.51,Ideal,D,VS2,61.9,55.0,1882.0,5.13,5.11,3.17 +21962,1.03,Very Good,F,IF,62.8,57.0,10032.0,6.4,6.47,4.04 +53661,0.71,Fair,F,VS1,57.3,67.0,2707.0,5.96,5.76,3.36 +4056,0.35,Ideal,I,VS1,62.1,54.0,571.0,4.54,4.57,2.83 +37675,0.42,Ideal,E,SI1,62.3,57.0,992.0,4.8,4.76,2.98 +27799,0.37,Ideal,G,VS2,60.8,57.0,649.0,4.61,4.66,2.82 +42839,0.41,Ideal,F,VVS1,60.9,56.0,1356.0,4.83,4.79,2.93 +53159,0.7,Good,G,VS1,64.3,57.0,2625.0,5.59,5.64,3.61 +34430,0.3,Ideal,G,IF,60.9,57.0,863.0,4.35,4.39,2.66 +5361,0.9,Good,G,SI1,64.1,59.4,3816.0,6.04,6.08,3.88 +46453,0.52,Premium,D,VS2,61.8,58.0,1774.0,5.15,5.2,3.2 +22895,1.58,Premium,D,SI2,59.6,59.0,10934.0,7.67,7.61,4.55 +36084,0.33,Ideal,G,IF,61.9,56.0,925.0,4.43,4.47,2.75 +21891,1.56,Premium,I,VS1,61.7,59.0,9959.0,7.46,7.41,4.59 +51147,0.7,Ideal,F,SI1,61.8,58.0,2343.0,5.7,5.75,3.54 +34776,0.41,Ideal,D,SI2,62.3,57.0,876.0,4.78,4.75,2.97 +33409,0.28,Premium,E,VVS1,62.9,52.0,828.0,4.21,4.18,2.64 +53821,0.71,Premium,G,VS2,63.0,56.0,2735.0,5.7,5.69,3.59 +19727,1.24,Very Good,G,VS1,62.0,55.0,8298.0,6.89,6.95,4.29 +6104,1.23,Good,D,I1,63.7,58.0,3977.0,6.72,6.79,4.3 +12450,1.21,Premium,F,SI2,58.9,60.0,5243.0,6.81,6.74,3.99 +45184,0.51,Ideal,E,VS2,62.0,56.0,1656.0,5.11,5.15,3.18 +7291,0.91,Very Good,H,VS2,59.9,62.0,4201.0,6.26,6.33,3.77 +23921,1.59,Ideal,H,VS1,61.8,57.0,12047.0,7.42,7.49,4.61 +36818,0.7,Fair,G,I1,67.3,57.0,956.0,5.53,5.38,3.68 +44174,0.55,Ideal,E,SI1,60.8,56.0,1566.0,5.31,5.34,3.24 +1246,0.78,Very Good,D,SI1,62.4,58.0,2945.0,5.86,5.9,3.67 +2885,1.01,Fair,I,SI1,65.5,58.0,3280.0,6.28,6.24,4.1 +22540,2.02,Ideal,I,SI2,62.3,55.0,10577.0,8.1,8.06,5.03 +38946,0.31,Ideal,H,VS2,62.6,57.0,489.0,4.31,4.35,2.71 +38219,0.43,Premium,E,SI1,60.2,60.0,1016.0,4.94,4.89,2.96 +45744,0.52,Very Good,D,VS2,59.4,61.0,1701.0,5.23,5.24,3.11 +52245,0.8,Very Good,H,SI2,57.0,63.0,2487.0,6.09,6.18,3.5 +10258,1.01,Fair,D,SI1,63.5,58.0,4751.0,6.35,6.25,4.0 +20126,1.5,Very Good,I,SI1,60.4,61.0,8590.0,7.35,7.39,4.45 +43784,0.57,Ideal,G,SI1,62.3,54.0,1441.0,5.34,5.35,3.33 +36698,0.34,Ideal,G,IF,61.1,57.0,952.0,4.47,4.51,2.75 +18671,1.19,Ideal,H,VS2,62.0,54.0,7633.0,6.79,6.83,4.22 +50685,0.62,Good,D,VS2,58.9,64.0,2288.0,5.62,5.55,3.29 +52516,0.74,Premium,E,SI2,61.3,59.0,2527.0,5.83,5.78,3.56 +46962,0.37,Fair,F,SI1,65.3,56.0,527.0,4.53,4.47,2.94 +15530,1.12,Ideal,H,VS2,61.8,55.0,6222.0,6.7,6.64,4.12 +25032,0.36,Very Good,F,SI1,60.7,54.0,641.0,4.64,4.67,2.83 +18589,1.56,Very Good,I,SI1,62.9,58.0,7584.0,7.31,7.35,4.61 +36954,0.27,Ideal,I,VVS2,61.6,55.0,480.0,4.17,4.21,2.58 +11746,1.14,Ideal,I,VS2,62.9,56.0,5075.0,6.71,6.67,4.21 +21610,1.52,Premium,H,VS2,60.6,61.0,9704.0,7.46,7.42,4.51 +52244,0.8,Very Good,J,VS1,62.7,58.0,2487.0,5.91,5.95,3.72 +30007,0.43,Very Good,E,SI2,62.7,55.0,716.0,4.83,4.87,3.04 +5526,1.01,Good,G,SI2,62.8,57.0,3852.0,6.3,6.34,3.97 +25469,1.64,Premium,E,SI1,59.5,58.0,14236.0,7.72,7.64,4.57 +17705,0.31,Good,H,VVS1,63.7,56.0,612.0,4.3,4.33,2.75 +6944,0.91,Very Good,F,SI1,62.0,59.0,4141.0,6.2,6.22,3.85 +11671,0.91,Premium,E,VS1,62.7,59.0,5057.0,6.15,6.19,3.87 +34653,0.31,Premium,E,VS2,60.5,60.0,872.0,4.36,4.34,2.63 +48933,0.7,Premium,F,SI2,61.5,58.0,2043.0,5.74,5.67,3.51 +24996,1.54,Ideal,G,VS2,60.2,59.0,13508.0,7.47,7.52,4.51 +30546,0.31,Ideal,D,VS2,62.7,57.0,734.0,4.3,4.34,2.71 +23586,1.28,Very Good,F,VVS2,62.0,57.0,11602.0,6.92,7.01,4.32 +40034,0.4,Good,E,SI1,60.6,65.0,1110.0,4.74,4.71,2.86 +45342,0.72,Good,J,SI1,60.1,64.0,1663.0,5.83,5.75,3.48 +53162,0.81,Ideal,J,VS1,62.3,57.0,2626.0,5.93,5.98,3.71 +18708,0.27,Very Good,E,VVS2,62.5,59.0,620.0,4.09,4.14,2.57 +44609,0.53,Ideal,E,SI1,61.6,56.0,1607.0,5.23,5.19,3.21 +43891,0.34,Ideal,H,SI1,61.1,56.0,508.0,4.52,4.55,2.77 +3767,0.9,Premium,F,SI2,61.6,58.0,3457.0,6.23,6.15,3.81 +35681,0.42,Ideal,H,VVS2,61.1,56.0,910.0,4.8,4.85,2.95 +5738,1.02,Premium,G,SI2,62.3,58.0,3892.0,6.41,6.38,4.0 +8292,1.03,Ideal,H,SI2,61.1,57.0,4384.0,6.55,6.52,3.99 +28497,0.3,Ideal,F,VS1,62.1,56.0,673.0,4.29,4.32,2.67 +10071,0.32,Premium,H,SI1,62.0,58.0,591.0,4.39,4.38,2.72 +36977,0.4,Very Good,D,VS1,63.2,60.0,963.0,4.65,4.69,2.95 +25072,1.21,Ideal,E,VVS1,62.0,55.0,13595.0,6.8,6.88,4.24 +39966,0.53,Very Good,J,VS1,61.4,56.0,1106.0,5.19,5.23,3.2 +35886,0.32,Ideal,G,IF,61.7,56.0,918.0,4.39,4.42,2.72 +14371,0.3,Ideal,H,VVS2,61.3,57.0,605.0,4.31,4.33,2.65 +34528,0.3,Ideal,F,VVS1,61.9,57.0,868.0,4.3,4.33,2.67 +20420,1.58,Premium,H,SI2,62.4,57.0,8777.0,7.45,7.36,4.62 +12923,1.03,Ideal,I,VS2,61.2,56.0,5378.0,6.5,6.51,3.98 +24424,1.89,Ideal,J,VS1,62.0,56.0,12674.0,7.93,7.98,4.93 +37263,0.32,Very Good,I,SI2,63.1,58.0,480.0,4.41,4.34,2.76 +11247,1.05,Good,E,SI1,64.2,61.0,4967.0,6.41,6.33,4.09 +40773,0.72,Good,F,I1,63.6,58.0,1166.0,5.72,5.62,3.6 +32838,0.44,Ideal,I,VS1,61.8,55.0,807.0,4.89,4.92,3.03 +8067,0.31,Ideal,G,VS1,61.9,55.0,583.0,4.36,4.37,2.7 +12104,1.22,Premium,I,SI2,62.9,56.0,5165.0,6.84,6.79,4.29 +23953,1.61,Ideal,F,SI1,62.6,58.0,12085.0,7.44,7.48,4.67 +2106,0.9,Good,F,SI2,63.3,57.0,3116.0,6.08,6.14,3.87 +8184,1.02,Ideal,G,SI2,62.0,55.0,4366.0,6.4,6.51,4.0 +8183,1.07,Premium,F,SI2,61.8,58.0,4366.0,6.51,6.57,4.04 +52413,0.7,Premium,G,VS1,61.0,59.0,2512.0,5.68,5.77,3.49 +32495,0.27,Ideal,F,IF,61.8,55.0,796.0,4.16,4.19,2.58 +46299,0.3,Very Good,E,SI1,62.9,57.0,526.0,4.27,4.32,2.7 +27280,2.14,Premium,F,SI2,58.2,61.0,17742.0,8.5,8.45,4.93 +20271,1.05,Premium,F,VVS2,61.3,59.0,8693.0,6.56,6.48,4.0 +43752,0.58,Very Good,D,SI2,62.9,56.0,1438.0,5.31,5.35,3.35 +32843,0.36,Ideal,F,VS2,61.5,55.0,807.0,4.6,4.57,2.82 +19374,0.27,Very Good,D,VVS2,62.2,59.0,622.0,4.08,4.12,2.55 +53422,0.7,Very Good,E,VS1,62.7,60.0,2671.0,5.59,5.64,3.52 +13386,0.37,Ideal,J,IF,61.9,54.0,601.0,4.63,4.68,2.88 +44517,0.52,Ideal,D,SI1,60.9,57.0,1600.0,5.17,5.21,3.16 +250,0.7,Ideal,E,SI1,61.6,56.0,2789.0,5.72,5.75,3.53 +15060,0.3,Premium,F,VS2,61.6,58.0,605.0,4.29,4.31,2.65 +34554,0.41,Ideal,F,SI1,61.1,56.0,870.0,4.79,4.83,2.94 +1630,0.81,Ideal,E,SI2,61.0,56.0,3015.0,5.99,6.05,3.67 +18343,1.7,Good,I,SI2,63.6,59.0,7464.0,7.62,7.52,4.8 +6750,0.33,Ideal,H,VS1,61.5,56.0,579.0,4.44,4.47,2.74 +45452,0.61,Very Good,G,VS2,63.0,58.0,1675.0,5.4,5.43,3.41 +10409,0.31,Premium,G,SI1,61.5,59.0,593.0,4.38,4.34,2.68 +32089,0.33,Ideal,D,VS2,62.6,56.0,781.0,4.39,4.43,2.76 +1372,0.73,Very Good,G,VS2,62.1,59.0,2966.0,5.68,5.73,3.54 +15993,1.25,Very Good,G,SI2,61.4,59.0,6399.0,6.97,6.93,4.27 +4517,1.0,Fair,D,SI2,65.2,56.0,3634.0,6.27,6.21,4.07 +18871,1.04,Ideal,G,VVS1,62.8,56.0,7738.0,6.49,6.45,4.06 +46012,0.53,Very Good,G,VS1,63.2,55.0,1727.0,5.15,5.13,3.25 +25529,1.53,Premium,G,VS1,61.0,60.0,14344.0,7.43,7.4,4.52 +889,0.7,Premium,F,VS1,59.0,59.0,2874.0,5.79,5.77,3.41 +27788,0.37,Ideal,E,SI1,61.9,56.0,649.0,4.57,4.6,2.84 +17308,1.51,Good,J,VS2,64.0,58.0,6936.0,7.24,7.27,4.64 +33817,0.32,Premium,E,VVS2,59.9,58.0,842.0,4.45,4.5,2.68 +52525,0.8,Ideal,F,SI2,62.4,57.0,2529.0,5.92,5.97,3.71 +16566,1.01,Premium,G,VS1,62.8,59.0,6618.0,6.37,6.34,3.99 +9774,0.91,Ideal,I,VVS2,60.6,57.0,4663.0,6.25,6.27,3.79 +53349,0.7,Fair,G,VS2,64.4,56.0,2657.0,5.64,5.57,3.61 +45234,0.6,Very Good,D,VS2,63.1,54.0,1657.0,5.41,5.33,3.39 +29243,0.37,Very Good,F,VS2,59.7,62.0,696.0,4.68,4.7,2.8 +15346,1.01,Good,E,VS1,65.8,55.0,6159.0,6.2,6.23,4.09 +34093,0.31,Ideal,D,VS2,61.8,55.0,852.0,4.33,4.36,2.69 +5901,1.01,Good,D,SI2,64.0,59.0,3932.0,6.28,6.34,4.04 +44004,0.3,Good,I,SI1,63.8,57.0,394.0,4.19,4.27,2.7 +8588,1.01,Premium,H,SI1,62.1,60.0,4439.0,6.43,6.39,3.98 +13751,1.1,Premium,D,SI1,58.8,61.0,5606.0,6.73,6.67,3.94 +27304,1.69,Very Good,E,VS2,62.7,58.0,17803.0,7.52,7.6,4.74 +4411,0.91,Good,G,SI2,63.6,56.0,3610.0,6.14,6.09,3.89 +31071,0.33,Premium,G,VVS2,61.7,59.0,752.0,4.39,4.42,2.72 +16193,1.07,Premium,G,VS2,60.9,58.0,6471.0,6.6,6.56,4.01 +37336,0.43,Ideal,E,VS2,61.9,56.0,981.0,4.85,4.88,3.01 +8886,1.02,Premium,G,SI2,60.9,59.0,4486.0,6.56,6.45,3.96 +8921,1.0,Good,E,SI2,63.3,58.0,4496.0,6.32,6.35,4.01 +10528,1.23,Ideal,I,SI2,60.6,57.0,4805.0,6.97,6.88,4.2 +46261,0.54,Ideal,G,VS1,62.3,55.0,1754.0,5.2,5.24,3.25 +46025,0.57,Ideal,E,VS2,60.4,57.0,1728.0,5.36,5.4,3.25 +16771,1.51,Premium,J,SI1,60.4,62.0,6680.0,7.42,7.32,4.45 +13223,1.5,Fair,D,I1,64.7,62.0,5460.0,7.19,7.04,4.6 +45990,0.3,Very Good,H,VS1,63.0,58.0,526.0,4.23,4.28,2.68 +51603,0.7,Premium,E,SI1,59.7,60.0,2394.0,5.81,5.79,3.46 +13866,1.29,Ideal,J,VS2,60.9,58.0,5646.0,7.05,7.0,4.28 +13655,1.27,Good,J,VS1,63.4,60.0,5588.0,6.8,6.85,4.33 +2858,0.9,Good,E,SI1,62.2,65.0,3274.0,6.13,6.08,3.8 +43462,0.51,Very Good,F,VS2,63.2,58.0,1417.0,5.07,5.05,3.2 +33502,0.32,Very Good,F,VS2,63.4,57.0,828.0,4.36,4.32,2.75 +13957,1.2,Premium,H,VS1,62.6,59.0,5678.0,6.78,6.74,4.23 +47017,0.56,Ideal,E,VS2,61.7,54.0,1819.0,5.28,5.35,3.28 +35070,0.32,Very Good,F,VVS1,59.4,59.0,886.0,4.45,4.47,2.65 +9016,1.2,Very Good,I,SI2,60.3,57.0,4514.0,6.88,6.95,4.17 +17633,1.63,Ideal,F,I1,62.0,55.1,7100.0,7.5,7.57,4.68 +8327,1.21,Premium,I,SI2,61.8,60.0,4391.0,6.86,6.76,4.21 +675,0.7,Very Good,G,VVS2,62.9,59.0,2848.0,5.61,5.68,3.55 +32357,0.36,Very Good,E,VS2,62.8,55.0,789.0,4.49,4.56,2.84 +9417,1.01,Very Good,G,SI1,62.9,54.0,4588.0,6.41,6.47,4.05 +25417,1.51,Good,F,SI1,59.5,58.0,14148.0,7.35,7.44,4.4 +808,0.71,Premium,D,SI1,61.0,61.0,2863.0,5.82,5.75,3.53 +25049,0.3,Very Good,F,SI1,63.5,57.0,641.0,4.26,4.21,2.69 +13885,1.21,Ideal,J,VS2,62.1,57.0,5653.0,6.81,6.82,4.23 +43580,0.41,Ideal,E,VVS1,61.3,55.0,1431.0,4.8,4.76,2.93 +23756,1.56,Very Good,H,VS1,63.9,57.0,11804.0,7.3,7.37,4.69 +4101,1.01,Premium,J,VS2,59.8,61.0,3535.0,6.47,6.43,3.86 +16190,1.1,Ideal,H,VS1,61.4,57.0,6470.0,6.65,6.64,4.08 +45548,0.51,Premium,D,SI1,62.3,57.0,1687.0,5.13,5.08,3.18 +23205,1.51,Good,D,SI1,63.6,61.0,11212.0,7.1,7.25,4.56 +11814,1.07,Premium,G,SI1,63.0,55.0,5091.0,6.55,6.47,4.1 +46175,0.5,Premium,E,VS2,62.3,60.0,1746.0,5.09,5.05,3.16 +32392,0.4,Very Good,E,VS2,63.0,58.0,791.0,4.7,4.73,2.97 +48010,0.52,Ideal,D,VS2,62.6,56.0,1919.0,5.14,5.11,3.21 +53881,0.73,Premium,G,VS2,60.7,58.0,2746.0,5.82,5.87,3.55 +49615,0.7,Ideal,F,SI2,62.8,55.0,2138.0,5.68,5.65,3.56 +15246,1.22,Premium,I,VS1,61.1,58.0,6121.0,6.91,6.84,4.2 +9026,1.0,Very Good,I,VS1,63.3,55.0,4516.0,6.39,6.34,4.03 +44221,0.57,Premium,F,SI1,59.5,58.0,1571.0,5.43,5.36,3.21 +52870,0.88,Good,I,SI1,60.2,64.0,2581.0,6.22,6.18,3.73 +8299,0.9,Premium,E,SI1,59.8,55.0,4385.0,6.34,6.3,3.78 +34738,0.37,Ideal,D,VS2,61.3,56.0,876.0,4.6,4.64,2.83 +48224,0.57,Ideal,E,VS2,61.7,56.0,1949.0,5.36,5.34,3.3 +45891,0.57,Ideal,H,VS1,61.3,55.1,1720.0,5.34,5.42,3.29 +46372,0.71,Ideal,F,I1,60.1,57.0,1761.0,5.79,5.76,3.47 +21735,1.53,Very Good,I,VS2,62.8,59.0,9802.0,7.27,7.31,4.58 +14051,0.32,Premium,H,VS2,62.7,58.0,605.0,4.35,4.33,2.72 +7976,1.27,Good,F,I1,59.2,64.0,4324.0,7.06,6.99,4.16 +19865,1.6,Ideal,J,SI1,62.8,55.0,8418.0,7.48,7.42,4.68 +43118,0.52,Good,H,VS2,63.7,54.0,1385.0,5.12,5.09,3.25 +31159,0.41,Ideal,I,VS1,60.9,53.0,755.0,4.8,4.85,2.94 +33855,0.3,Premium,E,VS2,60.0,58.0,844.0,4.4,4.37,2.63 +52493,0.77,Good,D,SI2,64.9,53.0,2523.0,5.84,5.75,3.76 +44225,0.57,Premium,G,VS2,61.1,59.0,1571.0,5.39,5.32,3.27 +8851,1.01,Premium,E,SI1,62.4,58.0,4480.0,6.42,6.37,3.99 +33739,0.38,Very Good,G,VS1,63.5,59.0,840.0,4.58,4.61,2.92 +38240,0.32,Very Good,E,IF,61.4,55.0,1018.0,4.43,4.46,2.73 +13565,1.16,Ideal,H,SI1,62.2,55.0,5554.0,6.79,6.74,4.21 +20415,1.21,Ideal,G,VS1,62.6,56.0,8774.0,6.81,6.77,4.25 +35885,0.32,Ideal,G,IF,61.0,57.0,918.0,4.41,4.44,2.7 +24078,1.71,Good,E,SI1,63.8,58.0,12224.0,7.54,7.48,4.79 +39513,0.32,Ideal,E,VVS2,62.3,56.0,1080.0,4.4,4.37,2.73 +28179,0.41,Ideal,G,SI2,61.9,54.0,666.0,4.81,4.78,2.97 +41812,0.54,Ideal,E,SI2,62.1,56.0,1250.0,5.22,5.18,3.23 +7980,0.68,Ideal,D,VVS1,61.3,57.0,4325.0,5.66,5.69,3.48 +48350,0.54,Ideal,G,VVS2,62.4,53.4,1962.0,5.22,5.25,3.26 +43438,0.55,Premium,G,SI1,61.3,59.0,1415.0,5.28,5.23,3.22 +50485,0.7,Good,I,VS2,63.9,65.0,2268.0,5.6,5.56,3.56 +6414,0.91,Very Good,D,SI1,63.1,61.0,4041.0,6.16,6.1,3.87 +11912,1.15,Premium,I,SI2,61.3,57.3,5123.0,6.71,6.78,4.13 +4587,0.91,Very Good,F,SI2,61.6,59.0,3653.0,6.14,6.24,3.81 +27779,0.32,Ideal,H,VS2,63.0,57.0,648.0,4.38,4.35,2.75 +52978,0.35,Very Good,H,VS2,61.8,56.0,552.0,4.54,4.58,2.82 +51428,0.77,Good,G,SI1,63.7,54.0,2373.0,5.85,5.8,3.71 +7372,1.03,Ideal,J,SI1,62.1,55.0,4221.0,6.46,6.51,4.03 +40572,0.4,Ideal,D,VVS2,61.4,56.0,1152.0,4.8,4.75,2.93 +10653,1.27,Premium,I,SI2,62.0,60.0,4836.0,6.91,6.86,4.27 +51508,0.75,Ideal,I,SI1,61.5,58.0,2383.0,5.82,5.86,3.59 +34079,0.34,Ideal,H,VVS2,61.4,56.0,852.0,4.48,4.51,2.76 +29746,0.32,Ideal,H,VVS1,62.0,55.0,708.0,4.42,4.45,2.75 +49262,0.71,Very Good,F,SI1,63.0,56.0,2088.0,5.65,5.72,3.58 +30806,0.3,Very Good,E,VVS2,62.4,57.0,743.0,4.26,4.27,2.66 +48656,0.34,Very Good,H,VS2,62.4,60.0,537.0,4.41,4.44,2.76 +50085,0.71,Very Good,G,SI1,62.1,58.0,2206.0,5.68,5.72,3.54 +26045,1.62,Ideal,G,VS1,62.7,56.0,15246.0,7.44,7.51,4.69 +9611,1.02,Premium,G,SI1,61.0,59.0,4633.0,6.44,6.48,3.94 +2670,0.76,Very Good,F,VS2,62.5,58.0,3238.0,5.79,5.83,3.63 +31680,0.26,Ideal,E,VVS2,62.3,57.0,769.0,4.09,4.06,2.54 +34599,0.27,Very Good,F,VS2,58.7,58.0,470.0,4.25,4.3,2.51 +7581,1.0,Premium,F,SI2,61.5,58.0,4255.0,6.38,6.41,3.93 +31184,0.32,Ideal,D,SI1,62.0,55.0,756.0,4.47,4.37,2.74 +44387,0.41,Premium,D,VVS1,62.3,53.0,1582.0,4.78,4.75,2.97 +29098,0.36,Premium,D,SI2,61.5,60.0,689.0,4.6,4.54,2.81 +41915,0.5,Very Good,H,VS2,62.8,58.0,1262.0,5.03,5.07,3.17 +1511,1.24,Premium,J,I1,61.9,55.0,2994.0,6.92,6.85,4.26 +35379,0.41,Ideal,G,VS1,61.5,56.0,899.0,4.77,4.79,2.94 +34782,0.4,Premium,H,VVS2,60.9,58.0,877.0,4.74,4.79,2.9 +30308,0.44,Ideal,J,VVS2,62.1,55.0,726.0,4.88,4.91,3.04 +34729,0.34,Ideal,E,VS1,60.3,57.0,875.0,4.52,4.54,2.73 +22197,1.61,Ideal,I,SI1,62.4,55.0,10236.0,7.49,7.52,4.68 +19429,1.34,Ideal,I,VVS2,61.4,56.0,8079.0,7.07,7.09,4.35 +8643,1.0,Ideal,F,SI2,61.2,57.0,4452.0,6.48,6.39,3.94 +23139,1.5,Ideal,H,VS2,62.8,57.0,11159.0,7.3,7.25,4.57 +40541,0.36,Ideal,G,IF,61.6,55.0,1148.0,4.59,4.57,2.82 +18453,1.22,Ideal,H,VS2,60.4,57.0,7506.0,6.95,6.98,4.21 +23132,1.52,Ideal,H,VS1,62.3,55.0,11154.0,7.36,7.32,4.57 +43465,0.56,Ideal,G,SI1,61.3,54.0,1417.0,5.34,5.37,3.28 +43175,0.54,Premium,G,SI1,59.0,60.0,1389.0,5.4,5.35,3.17 +30034,0.39,Ideal,F,SI1,62.5,55.0,718.0,4.63,4.68,2.91 +33796,0.4,Premium,F,VS2,60.7,60.0,842.0,4.75,4.8,2.9 +45323,0.3,Very Good,F,VS2,63.0,55.0,524.0,4.28,4.29,2.7 +31002,0.37,Ideal,F,SI1,61.6,55.0,747.0,4.65,4.67,2.87 +51192,0.7,Ideal,F,SI1,61.5,56.0,2348.0,5.74,5.7,3.52 +24507,1.2,Premium,E,VVS2,62.3,59.0,12787.0,6.83,6.79,4.24 +38494,0.42,Very Good,F,VS1,61.9,55.0,1031.0,4.78,4.82,2.97 +51096,0.73,Very Good,E,SI2,63.2,60.0,2335.0,5.76,5.71,3.62 +34344,0.3,Ideal,E,VVS1,62.3,55.0,862.0,4.31,4.32,2.69 +47120,0.65,Good,G,SI1,59.6,60.3,1828.0,5.64,5.71,3.38 +5802,0.9,Ideal,I,SI1,61.6,55.0,3908.0,6.2,6.22,3.82 +9650,1.12,Premium,H,SI1,61.2,59.0,4641.0,6.69,6.65,4.08 +23769,1.65,Very Good,H,VS1,62.0,56.0,11823.0,7.53,7.59,4.68 +27628,2.14,Very Good,D,SI2,60.3,60.0,18526.0,8.31,8.43,5.05 +9186,1.03,Very Good,D,SI2,60.9,57.0,4545.0,6.53,6.55,3.98 +1301,0.72,Premium,E,VS2,61.1,59.0,2954.0,5.75,5.8,3.53 +43586,0.59,Good,D,SI1,63.8,57.0,1431.0,5.31,5.26,3.37 +27041,0.32,Ideal,H,VVS2,62.0,55.0,645.0,4.39,4.42,2.73 +9931,1.05,Premium,H,SI1,59.5,58.0,4692.0,6.69,6.61,3.96 +9041,0.38,Ideal,G,SI2,61.7,56.0,587.0,4.64,4.67,2.87 +45589,0.52,Very Good,E,VS2,60.9,57.0,1689.0,5.17,5.2,3.16 +40513,0.55,Very Good,E,SI2,59.6,57.0,1145.0,5.34,5.39,3.2 +7545,0.7,Ideal,F,VVS1,61.6,56.0,4246.0,5.86,5.71,3.51 +40240,0.39,Ideal,F,VVS1,61.7,55.0,1124.0,4.69,4.71,2.9 +23887,1.53,Premium,H,VVS2,60.4,60.0,11982.0,7.41,7.46,4.49 +46715,0.6,Good,G,VS2,59.8,61.9,1793.0,5.45,5.5,3.27 +9667,1.35,Ideal,G,I1,62.5,57.0,4643.0,7.04,7.01,4.39 +28044,0.35,Very Good,G,VS1,62.6,56.0,659.0,4.49,4.52,2.82 +18500,1.15,Premium,G,VS1,61.7,58.0,7535.0,6.73,6.7,4.14 +43253,0.38,Premium,D,VVS1,61.4,59.0,1400.0,4.63,4.66,2.85 +43786,0.46,Ideal,G,IF,62.5,57.0,1441.0,4.89,4.94,3.07 +40044,0.52,Very Good,E,SI2,60.7,56.0,1112.0,5.17,5.21,3.15 +28362,0.4,Ideal,I,VS2,62.2,55.0,667.0,4.73,4.75,2.95 +6463,0.71,Ideal,E,VS1,61.9,56.0,4053.0,5.7,5.73,3.54 +23932,1.54,Ideal,H,VVS2,62.6,56.0,12061.0,7.35,7.42,4.62 +16261,1.08,Good,H,VVS1,63.1,57.0,6504.0,6.52,6.57,4.13 +22150,2.01,Very Good,H,SI2,63.1,59.0,10184.0,7.96,7.88,5.0 +33198,0.3,Ideal,G,VVS2,62.2,54.0,819.0,4.33,4.29,2.68 +27926,0.38,Ideal,G,SI1,60.4,58.0,658.0,4.7,4.74,2.85 +44289,0.52,Premium,H,VS1,59.2,60.0,1577.0,5.27,5.23,3.11 +45662,0.5,Very Good,G,VS1,61.0,58.0,1694.0,5.08,5.15,3.12 +21420,1.52,Premium,H,SI1,61.0,58.0,9527.0,7.39,7.44,4.52 +7321,0.59,Ideal,D,IF,60.9,57.0,4208.0,5.4,5.43,3.3 +8279,1.02,Premium,D,SI2,61.5,58.0,4381.0,6.51,6.33,3.95 +12701,0.26,Good,E,VVS2,63.1,59.0,599.0,4.04,4.08,2.56 +38023,0.39,Premium,G,VS2,62.4,56.0,1009.0,4.68,4.64,2.91 +36962,0.41,Premium,G,VS1,61.9,60.0,961.0,4.76,4.7,2.93 +781,0.9,Very Good,J,SI2,63.6,58.0,2860.0,6.07,6.1,3.87 +42590,0.54,Premium,F,SI1,61.8,60.0,1330.0,5.22,5.2,3.22 +8673,1.02,Fair,H,VS1,71.8,56.0,4455.0,6.04,5.97,4.31 +14848,1.51,Good,D,I1,57.0,64.0,5979.0,7.48,7.53,4.28 +18605,1.16,Very Good,G,VS1,62.9,55.0,7589.0,6.65,6.74,4.21 +26697,0.31,Ideal,J,VS1,61.9,54.7,429.0,4.34,4.36,2.69 +28008,0.3,Ideal,E,VS2,62.6,56.0,658.0,4.29,4.34,2.7 +44199,0.51,Ideal,D,SI1,62.4,57.0,1569.0,5.09,5.13,3.19 +5842,0.9,Premium,H,VS2,62.3,58.0,3919.0,6.18,6.09,3.82 +37421,0.33,Ideal,E,VVS1,61.2,56.0,984.0,4.45,4.51,2.74 +51562,0.7,Very Good,H,VS1,62.8,58.0,2389.0,5.59,5.69,3.54 +27237,2.1,Premium,J,VVS1,61.3,58.0,17606.0,8.29,8.24,5.07 +7603,0.92,Good,E,SI1,63.2,58.0,4258.0,6.16,6.18,3.9 +49389,0.57,Ideal,D,VS2,61.8,56.0,2103.0,5.34,5.31,3.29 +28473,0.32,Premium,G,VS2,58.4,57.0,672.0,4.53,4.51,2.64 +36025,0.35,Ideal,F,VS1,61.4,55.0,923.0,4.54,4.58,2.8 +47090,0.4,Ideal,E,VVS1,61.3,56.0,1824.0,4.78,4.75,2.92 +52762,0.7,Premium,D,SI2,59.3,59.0,2562.0,5.79,5.74,3.42 +5178,1.29,Very Good,F,I1,58.2,61.0,3774.0,7.11,7.15,4.15 +6778,1.02,Premium,H,SI2,60.9,58.0,4113.0,6.53,6.41,3.94 +17442,1.01,Very Good,E,VS1,62.0,57.0,6996.0,6.46,6.38,3.98 +11246,1.28,Very Good,J,SI1,63.4,59.0,4967.0,6.89,6.84,4.35 +28501,0.4,Ideal,F,SI2,61.9,57.0,673.0,4.71,4.73,2.92 +4450,0.71,Premium,D,VVS2,60.0,58.0,3618.0,5.92,5.84,3.53 +51291,0.57,Ideal,F,VVS2,61.5,57.0,2360.0,5.36,5.31,3.28 +23474,2.03,Ideal,I,SI1,62.9,55.0,11472.0,8.11,8.04,5.08 +44578,0.53,Good,E,VS2,63.7,55.0,1607.0,5.12,5.15,3.27 +23319,1.7,Ideal,I,VS2,61.7,56.0,11360.0,7.72,7.64,4.74 +18122,1.23,Ideal,E,SI2,62.1,55.0,7336.0,6.91,6.84,4.27 +35511,0.41,Premium,E,SI1,61.8,60.0,904.0,4.78,4.74,2.94 +6310,1.23,Ideal,H,I1,61.8,56.0,4025.0,6.85,6.91,4.25 +50921,0.74,Very Good,F,SI2,61.7,57.0,2319.0,5.78,5.85,3.59 +14808,1.3,Ideal,H,VS1,62.2,57.0,5962.0,7.01,6.98,4.35 +52825,0.75,Premium,F,SI1,61.7,58.0,2573.0,5.85,5.88,3.62 +2456,0.73,Ideal,D,SI1,61.9,56.0,3189.0,5.8,5.77,3.58 +18910,1.3,Premium,I,IF,61.8,58.0,7760.0,7.0,6.95,4.31 +37328,0.4,Premium,G,VVS2,61.3,59.0,980.0,4.78,4.74,2.92 +52601,0.71,Very Good,G,VS2,61.5,57.0,2543.0,5.69,5.73,3.51 +28810,0.3,Good,F,VVS1,61.1,61.0,682.0,4.29,4.32,2.63 +13080,1.01,Very Good,E,SI1,62.8,59.0,5416.0,6.41,6.45,4.04 +31509,0.34,Very Good,G,VS2,63.1,57.0,765.0,4.47,4.43,2.81 +36106,0.42,Very Good,F,SI1,63.4,56.0,926.0,4.78,4.75,3.02 +5266,1.21,Very Good,E,I1,63.3,63.0,3795.0,6.72,6.67,4.24 +36706,0.46,Ideal,I,VS2,62.3,59.0,952.0,4.95,4.91,3.07 +38822,0.7,Very Good,G,I1,61.5,63.0,1047.0,5.73,5.65,3.5 +9939,0.9,Premium,D,SI1,62.2,58.0,4693.0,6.11,6.18,3.82 +29644,0.35,Very Good,H,VVS2,62.5,58.0,706.0,4.48,4.51,2.81 +2124,0.76,Good,G,VS1,60.3,60.7,3121.0,5.86,5.9,3.55 +13912,1.04,Ideal,F,SI1,61.4,56.0,5663.0,6.52,6.58,4.02 +49443,0.7,Ideal,H,SI2,62.1,55.0,2110.0,5.69,5.72,3.54 +34583,0.36,Very Good,F,VVS2,61.6,55.0,872.0,4.58,4.6,2.83 +12036,0.34,Premium,G,VS2,61.6,60.0,596.0,4.47,4.49,2.76 +10021,0.34,Ideal,D,I1,62.5,57.0,413.0,4.47,4.49,2.8 +51438,0.54,Ideal,E,VVS2,61.1,57.0,2375.0,5.27,5.24,3.21 +38089,0.3,Ideal,E,VVS2,61.6,57.0,1013.0,4.32,4.29,2.65 +46965,0.37,Good,H,SI1,64.0,55.0,528.0,4.53,4.57,2.91 +32629,0.28,Very Good,D,VS1,60.5,58.0,458.0,4.23,4.26,2.57 +7082,1.0,Ideal,H,SI2,62.5,54.0,4163.0,6.32,6.38,3.97 +32928,0.42,Premium,D,SI1,61.9,59.0,810.0,4.76,4.81,2.96 +33540,0.35,Premium,E,VS1,60.8,58.0,829.0,4.55,4.58,2.78 +45313,0.3,Ideal,G,VS1,61.1,56.0,524.0,4.35,4.36,2.66 +29639,0.3,Very Good,I,VS1,61.6,61.0,442.0,4.23,4.28,2.62 +19732,1.24,Ideal,H,VS1,61.6,56.0,8299.0,6.88,6.91,4.25 +35159,0.32,Premium,G,IF,59.4,60.0,891.0,4.45,4.47,2.65 +30614,0.3,Very Good,D,SI2,61.8,58.0,447.0,4.29,4.32,2.66 +11797,1.03,Good,D,SI1,60.1,62.0,5088.0,6.55,6.53,3.93 +13180,1.11,Very Good,H,VS2,62.4,58.0,5450.0,6.57,6.69,4.14 +23469,1.5,Premium,H,VS2,61.8,59.0,11464.0,7.35,7.3,4.53 +12130,1.57,Ideal,H,I1,62.8,56.0,5170.0,7.42,7.36,4.64 +727,0.34,Good,E,SI1,63.4,55.0,556.0,4.44,4.46,2.82 +50338,0.7,Good,F,SI1,63.7,58.0,2242.0,5.62,5.65,3.59 +17584,1.14,Ideal,H,SI1,61.6,56.0,7079.0,6.72,6.74,4.14 +7657,1.01,Ideal,G,SI2,62.8,56.0,4269.0,6.4,6.44,4.03 +23438,1.23,Premium,F,VVS2,61.6,59.0,11430.0,6.8,6.9,4.22 +48927,0.74,Very Good,F,SI2,63.2,58.0,2042.0,5.75,5.71,3.62 +34232,0.4,Ideal,E,SI2,61.2,55.0,855.0,4.77,4.74,2.91 +41839,0.5,Premium,H,VS1,62.7,59.0,1253.0,5.03,4.98,3.14 +47023,0.56,Very Good,E,VS2,62.1,57.0,1819.0,5.27,5.3,3.28 +502,0.7,Premium,E,VS2,61.5,59.0,2822.0,5.73,5.68,3.51 +34168,0.33,Ideal,G,VS1,62.1,54.0,854.0,4.47,4.42,2.76 +18810,1.05,Ideal,F,VS2,59.1,57.0,7697.0,6.67,6.66,3.94 +13607,1.3,Premium,J,SI1,61.0,59.0,5569.0,7.09,7.01,4.3 +11407,1.01,Very Good,I,SI2,62.2,59.0,5000.0,6.36,6.41,3.97 +7289,1.07,Very Good,G,SI2,59.9,59.0,4201.0,6.61,6.67,3.98 +30040,0.32,Ideal,D,VS2,61.3,56.0,719.0,4.4,4.44,2.71 +27429,2.25,Premium,I,SI1,60.1,60.0,18034.0,8.55,8.51,5.13 +21741,1.55,Ideal,F,SI2,62.3,55.5,9808.0,7.36,7.42,4.61 +835,0.52,Ideal,F,VVS1,61.2,56.0,2867.0,5.21,5.19,3.18 +25801,2.01,Very Good,I,VS1,63.5,59.0,14792.0,8.03,7.93,5.07 +613,0.7,Ideal,F,VS1,62.4,53.0,2839.0,5.73,5.71,3.57 +12564,1.02,Ideal,E,SI1,60.4,55.0,5278.0,6.54,6.48,3.93 +48838,0.55,Ideal,D,VS2,61.4,57.0,2030.0,5.31,5.27,3.25 +30187,0.41,Ideal,D,SI1,61.3,56.0,722.0,4.8,4.82,2.95 +2966,1.01,Premium,F,SI2,60.9,60.0,3297.0,6.45,6.42,3.91 +15373,0.27,Very Good,E,VVS2,61.2,60.0,606.0,4.16,4.17,2.55 +31322,0.32,Ideal,D,VS2,61.5,56.0,758.0,4.41,4.44,2.72 +16472,1.2,Ideal,I,VVS2,61.5,57.0,6581.0,6.91,6.82,4.22 +11410,1.12,Ideal,E,SI2,60.5,55.0,5000.0,6.73,6.79,4.09 +21450,1.02,Premium,F,VVS1,62.6,59.0,9550.0,6.41,6.36,4.0 +14834,1.25,Premium,I,VS2,61.0,59.0,5975.0,6.89,6.98,4.23 +38916,0.33,Ideal,G,IF,61.7,55.0,1052.0,4.47,4.45,2.75 +27143,1.79,Premium,G,VS2,61.2,58.0,17358.0,7.9,7.82,4.81 +22395,1.43,Very Good,G,VS2,62.2,58.0,10419.0,7.15,7.18,4.46 +43880,0.52,Very Good,D,SI1,63.8,56.0,1452.0,5.06,5.1,3.24 +45578,0.52,Very Good,G,VS1,61.7,56.0,1689.0,5.17,5.21,3.2 +29646,0.35,Very Good,G,VS1,62.5,55.0,706.0,4.51,4.55,2.83 +32494,0.32,Ideal,H,IF,61.6,56.0,796.0,4.4,4.43,2.72 +13145,1.05,Very Good,G,SI1,60.2,58.0,5438.0,6.57,6.61,3.97 +33455,0.32,Ideal,G,VS1,62.3,54.0,828.0,4.39,4.37,2.73 +13986,1.16,Very Good,D,SI1,61.8,58.0,5695.0,6.72,6.78,4.17 +181,0.54,Ideal,E,VVS2,61.6,56.0,2776.0,5.25,5.27,3.24 +37491,0.35,Ideal,E,VS2,61.6,56.0,984.0,4.54,4.52,2.79 +8080,1.01,Premium,G,SI1,59.2,59.0,4338.0,6.58,6.52,3.88 +15,0.2,Premium,E,SI2,60.2,62.0,345.0,3.79,3.75,2.27 +6903,0.82,Ideal,D,SI1,61.6,57.0,4135.0,6.02,6.06,3.72 +17187,1.06,Very Good,G,VS1,63.0,56.0,6863.0,6.47,6.51,4.09 +214,0.74,Ideal,G,VS1,61.5,55.0,2780.0,5.81,5.86,3.59 +4205,1.04,Premium,G,SI2,62.8,59.0,3564.0,6.47,6.42,4.05 +50497,0.53,Ideal,F,VVS2,61.0,57.0,2269.0,5.23,5.26,3.22 +42819,0.5,Very Good,G,VS2,60.3,58.0,1354.0,5.15,5.19,3.12 +1438,0.9,Good,H,SI1,64.2,60.0,2974.0,6.05,6.02,3.87 +42490,0.31,Ideal,E,IF,61.0,57.0,1319.0,4.36,4.39,2.67 +18882,1.33,Ideal,H,SI1,60.1,57.0,7742.0,7.14,7.2,4.31 +2412,1.5,Good,G,I1,57.4,62.0,3179.0,7.56,7.39,4.29 +44702,0.5,Good,F,VS1,61.5,61.0,1613.0,5.01,5.07,3.1 +4786,1.0,Good,E,SI2,57.7,65.0,3696.0,6.55,6.59,3.79 +41986,0.51,Premium,D,SI2,62.0,58.0,1264.0,5.08,5.12,3.16 +30599,0.31,Ideal,E,VS1,61.4,57.0,734.0,4.32,4.37,2.67 +23063,1.7,Very Good,F,SI2,63.4,57.0,11091.0,7.54,7.57,4.79 +45314,0.3,Ideal,G,VS1,61.4,55.0,524.0,4.32,4.38,2.67 +28165,0.3,Ideal,H,VVS1,62.2,55.0,665.0,4.3,4.32,2.68 +49709,0.71,Premium,G,SI2,60.6,59.0,2147.0,5.78,5.74,3.49 +11026,1.1,Ideal,H,SI1,60.2,56.0,4916.0,6.82,6.74,4.08 +16505,2.1,Fair,G,I1,67.4,59.0,6597.0,7.82,7.76,5.24 +53906,0.7,Premium,E,SI1,60.0,59.0,2753.0,5.75,5.79,3.46 +7883,0.9,Ideal,G,VS2,62.4,54.0,4309.0,6.22,6.19,3.87 +45759,0.96,Fair,H,I1,61.1,60.0,1705.0,6.26,6.07,3.77 +24248,1.14,Ideal,G,IF,59.0,59.0,12458.0,6.81,6.91,4.05 +25584,2.01,Very Good,H,SI2,62.9,55.0,14426.0,8.03,8.09,5.07 +45709,0.56,Ideal,G,VS2,61.2,56.0,1698.0,5.33,5.29,3.25 +22904,1.71,Ideal,J,VVS2,61.6,59.0,10945.0,7.65,7.68,4.72 +17150,1.01,Very Good,G,VS1,62.5,56.0,6846.0,6.36,6.4,3.99 +10902,1.03,Premium,E,SI2,62.0,59.0,4885.0,6.42,6.49,4.0 +8094,1.02,Very Good,H,SI2,62.6,57.0,4341.0,6.42,6.46,4.03 +48370,0.71,Premium,G,SI2,62.4,59.0,1963.0,5.67,5.61,3.52 +23392,0.36,Very Good,E,SI1,62.4,55.0,631.0,4.52,4.55,2.83 +53650,1.05,Very Good,J,I1,59.6,63.0,2705.0,6.61,6.55,3.92 +5993,1.16,Ideal,J,SI1,60.7,57.0,3955.0,6.77,6.83,4.13 +3170,0.61,Very Good,E,IF,61.7,58.0,3337.0,5.39,5.47,3.35 +36904,0.48,Premium,G,SI1,59.7,59.0,960.0,5.07,5.04,3.02 +52769,0.72,Good,F,SI1,64.0,61.0,2563.0,5.67,5.62,3.61 +39450,0.5,Very Good,E,SI2,61.5,58.0,1077.0,5.03,5.09,3.11 +44197,0.51,Ideal,D,SI1,61.8,55.0,1569.0,5.14,5.18,3.19 +18507,1.02,Very Good,F,VS1,62.7,55.0,7539.0,6.37,6.43,4.01 +46788,0.5,Very Good,E,VS1,60.0,60.0,1806.0,5.13,5.2,3.1 +38864,0.4,Ideal,F,VS1,61.3,56.0,1050.0,4.76,4.73,2.91 +23006,1.51,Ideal,H,SI1,62.3,53.7,11062.0,7.33,7.37,4.58 +49221,0.5,Good,G,IF,64.0,55.0,2081.0,5.08,5.05,3.24 +32301,0.32,Ideal,D,SI2,61.7,55.0,454.0,4.39,4.42,2.72 +2940,0.9,Premium,I,VS2,62.6,62.0,3292.0,6.13,6.04,3.81 +10059,0.31,Ideal,F,VS2,60.5,57.0,591.0,4.39,4.41,2.66 +28290,0.3,Ideal,I,SI2,61.9,56.0,367.0,4.3,4.32,2.67 +29842,0.3,Very Good,D,VS2,62.5,59.0,710.0,4.23,4.28,2.66 +43450,0.5,Premium,E,SI1,61.5,62.0,1415.0,5.09,5.06,3.12 +44814,0.5,Ideal,E,VS2,61.3,57.0,1624.0,5.13,5.15,3.15 +14468,1.02,Very Good,D,SI1,62.7,57.0,5839.0,6.42,6.5,4.05 +38740,0.53,Very Good,J,SI1,61.5,56.0,1044.0,5.18,5.21,3.19 +2056,0.32,Premium,G,VS2,62.6,60.0,561.0,4.33,4.36,2.72 +26458,2.02,Premium,H,SI2,59.9,55.0,15996.0,8.28,8.17,4.93 +22701,0.3,Ideal,J,VS2,61.9,56.0,630.0,4.33,4.3,2.67 +97,0.7,Good,F,VS1,59.4,62.0,2759.0,5.71,5.76,3.4 +4751,1.0,Premium,J,VS2,62.0,62.0,3685.0,6.42,6.35,3.96 +4008,0.9,Very Good,F,SI2,61.4,57.0,3519.0,6.21,6.24,3.82 +42811,0.53,Ideal,H,VS2,62.1,54.0,1353.0,5.21,5.23,3.24 +26290,2.02,Ideal,I,SI1,62.3,57.0,15785.0,8.07,8.11,5.04 +31718,0.41,Ideal,D,SI1,60.7,55.0,771.0,4.83,4.86,2.94 +44630,0.56,Ideal,F,VS2,62.3,55.0,1608.0,5.28,5.32,3.3 +43597,0.31,Ideal,I,VS1,62.4,53.0,507.0,4.33,4.36,2.71 +1079,0.31,Ideal,H,SI1,62.9,56.0,558.0,4.31,4.27,2.7 +34585,0.51,Very Good,J,SI1,61.7,56.0,872.0,5.14,5.17,3.18 +45044,0.53,Ideal,F,SI1,61.5,56.0,1639.0,5.2,5.24,3.21 +5817,0.8,Ideal,F,VS2,61.3,55.0,3913.0,5.98,6.0,3.67 +13908,1.04,Very Good,E,SI1,59.6,59.0,5662.0,6.56,6.59,3.92 +16895,1.1,Ideal,E,SI1,61.3,56.0,6743.0,6.65,6.7,4.09 +41221,0.43,Very Good,G,VVS1,62.3,59.0,1207.0,4.77,4.83,2.99 +41106,0.51,Very Good,E,SI2,61.6,57.0,1195.0,5.17,5.19,3.19 +2981,0.77,Premium,G,VVS2,60.8,59.0,3299.0,5.96,5.92,3.61 +15033,0.3,Ideal,F,VS2,62.0,54.0,605.0,4.31,4.34,2.68 +44241,0.51,Premium,D,SI1,62.7,59.0,1574.0,5.08,5.06,3.18 +53685,0.81,Very Good,I,VS2,64.0,60.0,2714.0,5.84,5.88,3.75 +2788,0.76,Ideal,F,VS2,61.0,55.0,3257.0,5.89,5.92,3.6 +4321,0.84,Very Good,G,VS2,61.8,57.0,3596.0,6.04,6.07,3.74 +12094,1.04,Ideal,E,SI2,61.6,55.0,5163.0,6.51,6.54,4.02 +53435,0.96,Fair,H,SI2,67.6,63.0,2672.0,5.99,5.84,4.01 +26839,2.01,Very Good,G,SI1,63.2,56.0,16742.0,8.04,7.96,5.06 +53765,0.7,Very Good,D,SI1,62.6,57.0,2726.0,5.67,5.7,3.56 +2593,0.9,Very Good,F,SI2,62.8,54.0,3217.0,6.05,6.15,3.83 +33600,0.37,Ideal,G,VS2,60.8,57.0,833.0,4.66,4.61,2.82 +19123,1.01,Ideal,F,VS1,62.0,57.0,7887.0,6.46,6.42,3.99 +53101,0.7,Ideal,E,SI1,62.4,55.0,2614.0,5.67,5.7,3.55 +26677,0.27,Ideal,G,SI1,62.2,54.0,426.0,4.13,4.17,2.58 +3309,0.73,Very Good,E,VS1,60.9,61.0,3370.0,5.79,5.81,3.53 +29019,0.31,Ideal,G,VVS2,61.8,56.0,687.0,4.37,4.4,2.71 +25842,1.51,Very Good,E,VS2,60.1,58.0,14889.0,7.51,7.57,4.53 +18021,1.13,Ideal,G,VS2,61.6,57.0,7290.0,6.7,6.68,4.12 +12163,1.11,Fair,H,SI1,65.7,61.0,5178.0,6.42,6.39,4.21 +32692,0.31,Premium,G,VS1,62.8,58.0,802.0,4.3,4.27,2.69 +25791,2.55,Good,H,SI2,63.7,59.0,14775.0,8.66,8.57,5.49 +24116,2.01,Premium,H,SI1,60.0,60.0,12271.0,8.16,8.13,4.89 +31234,0.42,Very Good,D,SI1,63.0,55.0,756.0,4.76,4.79,3.01 +52795,0.7,Good,E,SI1,63.3,60.0,2569.0,5.56,5.59,3.53 +2087,0.91,Very Good,J,VS2,61.6,58.0,3112.0,6.23,6.28,3.85 +44027,0.51,Premium,E,SI1,62.5,57.0,1546.0,5.09,5.06,3.17 +4682,0.82,Premium,G,SI1,61.8,58.0,3674.0,6.02,5.98,3.71 +20762,1.05,Ideal,G,VVS2,60.4,54.0,9000.0,6.6,6.65,4.0 +40059,0.57,Ideal,I,SI1,61.6,54.0,1113.0,5.36,5.38,3.31 +49376,0.7,Fair,H,VS1,62.0,73.0,2100.0,5.65,5.54,3.47 +33100,0.29,Ideal,E,IF,61.9,57.0,815.0,4.25,4.29,2.64 +44143,0.6,Ideal,F,SI2,61.7,56.0,1562.0,5.41,5.38,3.33 +38192,0.41,Ideal,D,SI1,62.2,57.0,1015.0,4.76,4.7,2.94 +1527,0.73,Very Good,G,VS1,62.4,58.1,2999.0,5.71,5.75,3.58 +30594,0.31,Ideal,D,VS2,62.1,55.0,734.0,4.32,4.35,2.69 +3730,0.36,Very Good,H,VS2,60.0,62.0,568.0,4.58,4.62,2.76 +36513,0.33,Ideal,E,VVS1,61.9,54.0,945.0,4.45,4.47,2.76 +18016,1.01,Ideal,E,VS2,61.5,57.0,7288.0,6.44,6.48,3.97 +28439,0.3,Ideal,D,SI1,61.3,57.0,670.0,4.34,4.37,2.67 +10328,0.91,Fair,D,VS2,64.5,55.0,4765.0,6.24,6.07,3.97 +22238,1.5,Premium,H,VS2,62.2,58.0,10291.0,7.27,7.36,4.55 +271,0.79,Very Good,G,SI1,60.6,57.0,2793.0,5.98,6.06,3.65 +53295,0.3,Very Good,I,VVS1,60.5,60.0,552.0,4.32,4.34,2.62 +31092,0.33,Very Good,G,VVS2,62.8,57.0,752.0,4.39,4.47,2.78 +31262,0.32,Very Good,I,VS2,61.1,57.0,449.0,4.39,4.42,2.69 +50541,0.53,Ideal,F,VVS2,61.4,56.0,2275.0,5.19,5.23,3.2 +11414,1.24,Premium,I,SI2,62.1,58.0,5000.0,6.88,6.84,4.26 +16241,1.01,Very Good,G,VS1,62.8,59.0,6499.0,6.34,6.37,3.99 +34965,0.31,Premium,G,VS2,61.2,59.0,471.0,4.36,4.4,2.68 +25663,1.54,Premium,F,VS2,62.4,59.0,14578.0,7.43,7.38,4.62 +51531,0.71,Premium,I,VVS2,61.4,56.0,2386.0,5.79,5.75,3.54 +4449,0.7,Ideal,D,VS1,63.1,54.0,3618.0,5.62,5.65,3.56 +46450,0.96,Fair,H,I1,68.9,59.0,1773.0,6.09,5.96,4.15 +40394,0.4,Very Good,D,VVS2,60.8,56.0,1133.0,4.78,4.82,2.92 +37091,0.41,Premium,E,SI1,61.3,58.0,969.0,4.8,4.76,2.93 +783,0.71,Premium,D,VS1,62.9,57.0,2860.0,5.66,5.6,3.54 +25950,2.07,Good,I,VS2,64.1,57.0,15119.0,8.07,8.0,5.15 +20988,1.22,Ideal,F,VS2,61.3,56.0,9203.0,6.87,6.92,4.23 +51837,0.72,Ideal,F,SI2,61.2,54.0,2422.0,5.81,5.86,3.57 +35266,0.3,Ideal,G,IF,61.7,55.0,895.0,4.31,4.34,2.67 +19573,1.12,Ideal,G,VS1,61.5,56.0,8202.0,6.7,6.73,4.13 +52863,0.51,Very Good,E,VVS1,62.2,60.0,2579.0,5.08,5.12,3.17 +12214,1.13,Premium,H,SI1,62.3,58.0,5194.0,6.68,6.67,4.16 +52869,0.73,Ideal,E,SI1,61.9,57.0,2581.0,5.74,5.79,3.57 +52441,0.71,Ideal,G,SI1,62.1,54.0,2513.0,5.72,5.75,3.56 +46544,0.51,Premium,E,VS2,61.7,58.0,1781.0,5.15,5.12,3.17 +39007,0.4,Ideal,E,VVS2,61.6,56.0,1056.0,4.78,4.73,2.93 +51914,0.71,Very Good,F,SI1,62.3,60.0,2436.0,5.65,5.68,3.53 +48259,0.78,Premium,J,SI1,63.0,60.0,1954.0,5.88,5.82,3.66 +31265,0.32,Good,H,SI1,63.1,55.0,449.0,4.34,4.37,2.75 +50475,0.71,Premium,I,VS1,61.9,59.0,2266.0,5.71,5.67,3.52 +16660,1.22,Premium,H,VS1,63.0,59.0,6661.0,6.8,6.73,4.26 +53044,0.71,Good,E,SI1,63.8,54.0,2606.0,5.66,5.72,3.63 +16071,1.02,Premium,G,VS2,61.5,59.0,6416.0,6.44,6.41,3.95 +18800,1.61,Very Good,J,SI1,61.7,60.0,7695.0,7.45,7.5,4.61 +20354,1.5,Good,H,VS1,64.2,56.0,8749.0,7.3,7.09,4.62 +38250,0.36,Ideal,D,VS1,62.8,55.0,1018.0,4.55,4.52,2.85 +13152,1.19,Premium,I,VS2,61.7,57.0,5439.0,6.84,6.77,4.2 +9516,1.11,Premium,F,SI2,58.9,60.0,4612.0,6.8,6.74,3.99 +27892,0.32,Ideal,I,IF,62.1,54.0,655.0,4.39,4.43,2.74 +34072,0.35,Ideal,E,VS1,61.9,56.0,851.0,4.53,4.55,2.81 +26478,2.0,Very Good,E,SI2,62.9,56.0,16064.0,7.94,8.0,5.01 +12725,0.9,Premium,E,VS2,62.6,60.0,5312.0,6.15,6.08,3.83 +42944,0.3,Premium,I,SI1,61.6,62.0,506.0,4.3,4.27,2.64 +13464,1.04,Ideal,E,SI1,62.4,57.0,5528.0,6.48,6.53,4.06 +7109,0.92,Very Good,D,SI2,62.4,60.0,4168.0,6.21,6.25,3.89 +39440,0.41,Ideal,D,VS2,62.2,57.0,1076.0,4.76,4.72,2.95 +5077,0.93,Fair,H,SI1,64.6,58.0,3750.0,6.13,6.07,3.94 +27849,0.33,Very Good,G,VS1,61.0,57.0,652.0,4.46,4.49,2.72 +25316,1.53,Ideal,G,VS1,62.2,56.0,13994.0,7.36,7.31,4.56 +17560,1.07,Ideal,G,VS1,61.8,55.0,7069.0,6.55,6.59,4.06 +232,0.79,Very Good,H,VS1,63.7,56.0,2784.0,5.85,5.92,3.75 +47993,0.32,Very Good,F,SI1,59.3,58.0,533.0,4.47,4.5,2.66 +26405,2.4,Premium,J,SI1,59.7,58.0,15920.0,8.75,8.71,5.21 +25040,0.3,Premium,F,SI1,62.1,61.0,641.0,4.29,4.25,2.65 +52214,0.72,Very Good,G,SI1,62.4,59.0,2482.0,5.67,5.7,3.55 +32813,0.34,Ideal,D,VS2,61.3,57.0,805.0,4.47,4.5,2.75 +27860,0.3,Ideal,F,VS1,62.3,53.8,652.0,4.3,4.33,2.69 +39098,0.41,Premium,I,VVS2,62.9,58.0,1061.0,4.74,4.71,2.97 +20541,1.52,Good,J,VVS2,57.9,62.0,8861.0,7.61,7.63,4.41 +1686,1.01,Very Good,H,SI2,63.5,55.0,3032.0,6.32,6.27,4.0 +35833,0.44,Ideal,G,VS1,61.9,54.0,915.0,4.89,4.93,3.04 +50985,0.31,Good,E,SI1,63.1,55.0,544.0,4.33,4.36,2.74 +42138,0.56,Ideal,J,VS2,61.9,57.0,1280.0,5.29,5.31,3.28 +41227,0.43,Ideal,D,VS1,62.1,56.0,1207.0,4.85,4.87,3.02 +4140,0.81,Ideal,G,VS1,62.3,57.0,3544.0,5.99,5.95,3.72 +12812,1.05,Ideal,H,SI1,61.9,57.0,5342.0,6.54,6.57,4.06 +46757,0.61,Premium,G,VS2,63.0,58.0,1800.0,5.43,5.4,3.41 +25896,2.0,Very Good,I,VS2,63.5,59.0,15025.0,7.98,7.93,5.05 +31699,0.36,Ideal,F,SI1,61.5,56.0,770.0,4.62,4.59,2.83 +49398,0.71,Premium,I,VS1,61.9,58.0,2104.0,5.76,5.71,3.55 +30396,0.32,Ideal,G,VVS2,60.6,57.0,730.0,4.41,4.43,2.68 +11821,1.16,Ideal,E,SI2,62.7,56.0,5093.0,6.73,6.69,4.21 +51992,0.59,Fair,F,VS2,64.4,56.0,2443.0,5.31,5.28,3.41 +51501,0.77,Ideal,I,SI1,61.7,56.0,2382.0,5.89,5.91,3.64 +24253,1.39,Ideal,G,VVS2,61.4,54.0,12462.0,7.22,7.3,4.44 +47295,0.3,Good,I,SI1,63.3,59.0,394.0,4.23,4.3,2.7 +36530,0.42,Ideal,I,VVS1,62.7,55.0,945.0,4.8,4.77,3.0 +26464,1.5,Premium,E,VS1,62.5,58.0,16023.0,7.21,7.28,4.53 +29616,0.3,Ideal,J,VVS2,62.1,56.0,439.0,4.31,4.32,2.68 +44373,0.43,Ideal,F,IF,62.0,56.0,1580.0,4.87,4.84,3.01 +15602,1.01,Ideal,D,SI1,62.2,54.0,6257.0,6.42,6.45,4.0 +34511,0.33,Premium,G,VVS1,60.9,60.0,868.0,4.46,4.5,2.73 +52594,0.96,Fair,I,SI2,66.3,58.0,2540.0,6.07,5.9,3.97 +26304,1.82,Ideal,F,SI1,61.8,58.0,15802.0,7.8,7.84,4.83 +41714,0.53,Ideal,D,SI2,61.7,55.0,1243.0,5.2,5.24,3.22 +32207,0.3,Premium,E,VS2,62.6,62.0,788.0,4.25,4.21,2.65 +7126,0.9,Very Good,H,VS2,62.7,59.0,4173.0,6.11,6.17,3.85 +20436,1.5,Very Good,H,SI1,61.5,62.0,8791.0,7.24,7.3,4.47 +26785,2.1,Premium,H,SI2,60.4,59.0,16629.0,8.33,8.28,5.02 +53284,0.3,Premium,D,SI1,62.0,60.0,552.0,4.26,4.29,2.65 +9083,1.03,Premium,E,SI2,61.0,60.0,4522.0,6.53,6.46,3.96 +15274,1.5,Premium,H,SI2,61.5,58.0,6132.0,7.38,7.32,4.52 +11288,1.21,Premium,G,SI2,58.9,61.0,4976.0,6.98,6.91,4.09 +1334,0.74,Ideal,G,VS1,61.8,55.0,2960.0,5.85,5.8,3.6 +34849,0.3,Very Good,G,VVS2,63.5,56.0,878.0,4.34,4.29,2.74 +5916,1.02,Ideal,J,VVS2,62.1,57.0,3936.0,6.46,6.43,4.0 +50974,0.31,Good,E,SI1,63.3,55.0,544.0,4.33,4.36,2.75 +18982,1.0,Premium,D,VS1,62.7,62.0,7812.0,6.23,6.21,3.9 +25661,2.02,Premium,H,SI1,62.2,59.0,14574.0,8.09,8.05,5.02 +46344,0.5,Very Good,D,VS2,63.4,57.0,1758.0,5.09,5.04,3.21 +19571,1.52,Premium,J,VVS2,58.3,62.0,8202.0,7.61,7.49,4.4 +40628,0.41,Premium,E,VS1,61.2,58.0,1153.0,4.78,4.76,2.92 +14511,1.01,Very Good,F,SI1,62.4,59.0,5861.0,6.37,6.42,3.99 +3362,0.3,Ideal,G,SI2,60.6,56.0,405.0,4.35,4.4,2.65 +34596,0.27,Very Good,E,VS2,63.1,57.0,470.0,4.07,4.11,2.58 +26627,2.07,Premium,I,SI1,62.9,59.0,16392.0,8.15,8.09,5.11 +42438,0.53,Very Good,D,SI2,62.9,54.0,1314.0,5.13,5.17,3.24 +41480,0.56,Very Good,J,VS2,60.6,57.0,1232.0,5.35,5.38,3.25 +51249,0.7,Good,H,VVS2,64.3,60.0,2355.0,5.59,5.55,3.58 +28832,0.41,Premium,E,SI2,61.3,59.0,683.0,4.8,4.85,2.96 +49236,0.62,Fair,F,VS1,60.0,64.0,2083.0,5.69,5.48,3.36 +20835,1.01,Very Good,G,IF,61.1,56.0,9063.0,6.45,6.48,3.95 +13868,1.51,Good,E,I1,63.6,60.0,5647.0,7.3,7.26,4.63 +52137,0.7,Good,D,SI1,58.8,64.0,2468.0,5.74,5.79,3.39 +44089,0.5,Ideal,E,VS2,61.5,55.0,1554.0,5.11,5.16,3.16 +46402,0.51,Ideal,H,VVS1,62.2,56.0,1766.0,5.12,5.14,3.19 +51474,0.73,Ideal,H,SI1,62.9,58.0,2377.0,5.72,5.75,3.61 +41428,0.53,Very Good,E,SI2,63.4,56.0,1227.0,5.18,5.16,3.28 +6877,1.01,Fair,H,SI2,64.9,56.0,4129.0,6.33,6.25,4.08 +44700,0.47,Good,E,VVS1,65.2,56.0,1613.0,4.86,4.89,3.18 +3564,0.93,Good,F,SI2,59.4,61.0,3418.0,6.24,6.25,3.71 +27584,2.29,Premium,J,IF,61.4,60.0,18426.0,8.45,8.49,5.2 +43001,0.5,Ideal,D,SI2,60.9,57.0,1368.0,5.15,5.12,3.12 +24179,1.76,Very Good,H,SI1,62.6,58.0,12361.0,7.7,7.66,4.81 +34303,0.32,Ideal,D,VVS2,62.1,54.0,858.0,4.4,4.4,2.74 +13133,1.15,Premium,H,SI1,62.0,58.0,5433.0,6.77,6.71,4.18 +39126,0.41,Premium,G,VS2,61.3,57.0,1061.0,4.8,4.76,2.93 +16627,1.02,Ideal,G,VS2,62.3,55.0,6648.0,6.45,6.48,4.03 +30856,0.33,Premium,G,VS2,59.3,61.0,743.0,4.51,4.49,2.67 +33999,0.42,Premium,G,VS2,60.6,58.0,847.0,4.83,4.88,2.94 +52241,0.73,Ideal,I,VVS2,63.3,57.0,2485.0,5.77,5.73,3.64 +22280,1.09,Ideal,E,VVS2,60.9,56.0,10333.0,6.66,6.7,4.07 +14474,1.17,Ideal,D,SI2,62.7,57.0,5842.0,6.7,6.72,4.21 +51273,0.52,Ideal,F,VVS2,60.8,55.0,2359.0,5.21,5.25,3.19 +42142,0.5,Fair,G,VS1,67.0,61.0,1280.0,4.97,4.91,3.31 +50292,0.31,Premium,G,VS1,62.1,58.0,542.0,4.31,4.36,2.69 +42082,0.53,Premium,G,SI1,61.0,59.0,1273.0,5.25,5.21,3.19 +26279,2.0,Fair,H,SI1,65.6,58.0,15762.0,7.92,7.76,5.15 +41696,0.49,Premium,G,VS2,59.8,59.0,1240.0,5.16,5.14,3.08 +27461,2.04,Premium,H,SI1,63.0,58.0,18115.0,8.1,8.03,5.08 +51720,0.7,Good,F,SI1,63.8,60.0,2401.0,5.6,5.63,3.58 +23390,0.36,Very Good,E,SI1,62.9,56.0,631.0,4.52,4.57,2.86 +34086,0.36,Ideal,E,VS1,61.8,56.0,852.0,4.56,4.6,2.83 +41493,0.51,Good,D,SI2,64.2,56.0,1232.0,5.05,5.02,3.23 +49031,0.77,Very Good,I,VS2,62.4,63.0,2054.0,5.8,5.84,3.63 +29870,0.3,Premium,D,VS2,61.0,60.0,710.0,4.29,4.33,2.63 +48770,0.6,Ideal,D,VS2,60.4,57.0,2019.0,5.49,5.53,3.33 +46085,0.6,Ideal,E,SI1,61.5,56.0,1738.0,5.39,5.51,3.35 +1500,0.69,Very Good,F,VVS2,61.5,60.0,2993.0,5.64,5.67,3.48 +16811,1.02,Ideal,E,VS2,60.7,56.0,6704.0,6.58,6.61,4.0 +15700,0.29,Ideal,H,IF,60.7,57.0,607.0,4.3,4.33,2.62 +42847,0.41,Premium,F,VVS1,61.3,59.0,1356.0,4.79,4.73,2.92 +22136,1.61,Premium,J,IF,62.1,58.0,10165.0,7.47,7.53,4.66 +17802,1.27,Very Good,H,VS2,59.2,58.0,7176.0,7.07,7.15,4.21 +19153,1.5,Fair,I,SI1,56.7,63.0,7912.0,7.52,7.57,4.28 +27321,2.01,Premium,H,SI1,62.7,59.0,17849.0,8.08,8.03,5.05 +42831,0.54,Very Good,F,SI1,63.0,60.0,1356.0,5.13,5.12,3.23 +38579,0.4,Ideal,G,VS2,62.9,56.0,1035.0,4.72,4.69,2.96 +35077,0.3,Very Good,F,IF,62.0,55.0,886.0,4.33,4.35,2.69 +4141,1.13,Premium,H,I1,62.7,59.0,3544.0,6.63,6.58,4.14 +18333,1.31,Premium,H,VS2,62.5,58.0,7459.0,6.97,6.94,4.35 +34579,0.43,Premium,F,SI2,61.8,57.0,871.0,4.88,4.83,3.0 +10883,1.21,Ideal,I,SI2,64.6,56.0,4879.0,6.67,6.62,4.29 +11135,1.0,Premium,F,SI1,59.7,60.0,4939.0,6.51,6.48,3.88 +25883,2.01,Ideal,H,SI2,62.5,53.9,14998.0,8.04,8.07,5.04 +35112,0.3,Ideal,F,IF,62.1,55.0,886.0,4.31,4.35,2.69 +53781,0.8,Ideal,G,VS2,62.1,56.0,2728.0,5.94,6.0,3.71 +30496,0.31,Ideal,D,SI1,61.9,57.0,732.0,4.36,4.33,2.69 +15584,1.2,Premium,F,SI1,62.4,58.0,6250.0,6.81,6.75,4.23 +44154,0.55,Good,F,VS2,62.8,63.0,1563.0,5.13,5.19,3.24 +18788,1.32,Premium,F,SI1,59.7,60.0,7683.0,7.11,7.16,4.26 +15498,1.0,Ideal,F,VS2,62.8,57.0,6209.0,6.35,6.3,3.97 +38622,0.31,Ideal,H,VS2,62.2,55.0,489.0,4.36,4.39,2.72 +47903,0.59,Ideal,F,VS2,60.2,57.0,1914.0,5.48,5.44,3.29 +37157,0.32,Ideal,D,VS2,60.5,56.0,972.0,4.48,4.45,2.7 +14946,1.2,Very Good,H,SI1,61.2,57.0,6019.0,6.78,6.91,4.19 +26618,1.51,Ideal,F,VS1,62.1,56.0,16370.0,7.34,7.38,4.57 +773,0.7,Ideal,D,VS2,61.0,57.0,2859.0,5.76,5.74,3.51 +23801,1.42,Premium,G,VS1,61.7,55.0,11861.0,7.29,7.24,4.48 +13816,1.01,Fair,D,SI1,62.6,57.0,5628.0,6.14,6.22,3.87 +49787,0.77,Ideal,G,SI2,60.3,56.0,2162.0,5.96,5.92,3.58 +35075,0.3,Very Good,F,IF,62.4,56.0,886.0,4.28,4.31,2.68 +5685,1.18,Ideal,D,I1,61.5,62.0,3886.0,6.88,6.73,4.19 +48918,0.54,Ideal,E,VS1,61.0,56.0,2041.0,5.35,5.24,3.23 +8167,0.72,Ideal,F,VVS1,61.0,56.0,4362.0,5.78,5.8,3.53 +46478,0.6,Very Good,D,SI1,62.0,55.0,1777.0,5.36,5.44,3.35 +44179,0.51,Premium,E,VS2,61.5,60.0,1567.0,5.12,5.09,3.14 +2375,0.32,Ideal,G,VS2,61.5,57.0,561.0,4.4,4.41,2.71 +23526,1.2,Ideal,G,VVS2,61.0,56.0,11530.0,6.86,6.88,4.19 +28106,0.3,Very Good,D,VS2,62.0,62.0,663.0,4.24,4.27,2.64 +43676,0.5,Very Good,D,SI1,61.9,61.0,1436.0,5.09,5.12,3.16 +14163,1.2,Premium,H,SI1,62.2,58.0,5746.0,6.78,6.72,4.2 +35521,0.43,Very Good,F,VS2,61.1,57.0,905.0,4.86,4.9,2.98 +14008,1.14,Premium,H,VS2,61.3,59.0,5700.0,6.76,6.72,4.13 +3195,0.57,Ideal,F,VVS1,61.3,56.0,3343.0,5.4,5.37,3.3 +44030,0.51,Premium,E,SI1,62.3,58.0,1546.0,5.12,5.05,3.17 +691,0.74,Ideal,G,SI1,61.3,55.0,2852.0,5.85,5.86,3.59 +1015,0.81,Premium,E,SI2,62.5,59.0,2901.0,5.97,5.9,3.71 +43119,0.52,Ideal,D,SI2,62.5,56.0,1385.0,5.12,5.08,3.19 +33397,0.44,Ideal,J,VS2,62.3,54.0,828.0,4.89,4.86,3.04 +11481,1.02,Ideal,H,SI1,61.9,57.0,5014.0,6.46,6.4,3.98 +7554,1.21,Ideal,H,SI1,62.7,56.0,4249.0,6.81,6.78,4.26 +7757,1.05,Very Good,E,SI2,63.2,59.0,4281.0,6.43,6.36,4.04 +24457,2.01,Ideal,I,SI1,62.9,57.0,12717.0,8.05,7.98,5.04 +11675,1.0,Very Good,F,SI1,61.8,58.0,5058.0,6.37,6.44,3.96 +30734,0.3,Good,E,VVS1,61.2,63.0,739.0,4.24,4.26,2.6 +29424,0.42,Very Good,H,SI1,59.5,57.0,700.0,4.78,5.11,2.94 +40160,0.35,Premium,G,IF,62.2,58.0,1116.0,4.52,4.45,2.79 +51174,0.34,Ideal,D,IF,62.1,57.0,2346.0,4.52,4.46,2.79 +14668,1.51,Fair,H,SI2,66.9,57.0,5919.0,7.13,7.09,4.75 +11328,1.08,Ideal,E,SI2,61.7,57.0,4989.0,6.55,6.6,4.06 +21437,1.21,Premium,E,VS1,60.8,59.0,9541.0,6.86,6.82,4.16 +4867,0.8,Ideal,F,VS2,61.2,58.0,3713.0,5.99,6.03,3.68 +23391,0.36,Ideal,E,SI1,62.4,55.0,631.0,4.55,4.58,2.85 +49767,0.5,Premium,F,VVS2,63.0,57.0,2160.0,5.05,5.01,3.17 +47592,0.51,Very Good,D,VS2,60.1,59.0,1877.0,5.16,5.19,3.11 +7153,1.04,Very Good,F,SI2,62.3,58.0,4181.0,6.44,6.5,4.03 +49592,0.72,Very Good,J,VS1,62.3,57.0,2136.0,5.73,5.77,3.58 +31182,0.32,Ideal,D,SI1,60.8,57.0,756.0,4.44,4.41,2.69 +6141,0.93,Ideal,H,SI1,62.8,56.0,3988.0,6.19,6.27,3.91 +43086,0.61,Ideal,I,VS2,62.0,54.0,1380.0,5.44,5.49,3.39 +40313,0.4,Premium,E,VS1,62.4,54.0,1125.0,4.75,4.71,2.95 +30011,0.32,Very Good,F,VVS2,62.0,55.0,717.0,4.38,4.42,2.73 +38028,0.4,Ideal,D,VVS2,62.5,55.0,1010.0,4.73,4.77,2.97 +50789,0.7,Very Good,I,VS1,61.9,58.0,2304.0,5.7,5.73,3.54 +12954,1.3,Ideal,H,VS2,62.9,56.0,5387.0,7.0,6.96,4.39 +41369,0.4,Very Good,G,IF,61.2,57.0,1220.0,4.77,4.79,2.92 +18873,1.02,Very Good,F,VS1,61.3,58.0,7740.0,6.46,6.52,3.98 +45509,0.5,Very Good,D,VS2,61.2,55.0,1682.0,5.07,5.12,3.12 +31059,0.39,Ideal,G,VS1,61.3,56.0,752.0,4.68,4.71,2.88 +24027,1.54,Premium,H,IF,62.5,58.0,12196.0,7.33,7.38,4.6 +20497,1.59,Premium,H,SI1,61.0,58.0,8829.0,7.58,7.51,4.6 +24664,2.1,Fair,G,SI2,65.2,56.0,13007.0,7.97,7.93,5.19 +29578,0.41,Premium,E,SI1,61.2,59.0,705.0,4.78,4.82,2.94 +53597,0.72,Good,F,VS2,63.5,55.0,2700.0,5.7,5.74,3.63 +44370,0.51,Ideal,F,SI1,61.1,57.0,1580.0,5.14,5.17,3.15 +16336,1.01,Premium,F,VS2,62.8,59.0,6533.0,6.41,6.33,4.0 +44675,0.55,Ideal,E,SI1,62.5,56.0,1609.0,5.21,5.25,3.27 +17313,1.0,Very Good,D,VS2,61.2,60.0,6937.0,6.4,6.42,3.92 +15344,1.01,Very Good,F,VS2,61.7,57.0,6159.0,6.39,6.44,3.96 +12348,1.0,Very Good,D,SI2,60.5,60.0,5227.0,6.41,6.44,3.89 +37571,0.37,Premium,D,VS2,61.0,56.0,989.0,4.68,4.63,2.84 +29712,0.31,Good,G,VVS2,63.3,57.0,707.0,4.28,4.31,2.72 +38673,0.44,Ideal,E,SI1,62.6,56.0,1040.0,4.9,4.84,3.05 +49058,0.69,Good,E,VS2,58.7,64.0,2057.0,5.73,5.79,3.38 +14799,1.01,Good,E,VS2,63.4,56.0,5954.0,6.35,6.37,4.03 +18902,1.57,Premium,I,VS2,62.2,58.0,7755.0,7.43,7.35,4.59 +37953,0.41,Ideal,F,VS1,61.3,57.0,1007.0,4.77,4.79,2.93 +10234,1.19,Premium,I,SI2,62.6,58.0,4745.0,6.75,6.7,4.21 +36315,0.32,Ideal,G,VVS2,61.1,55.0,936.0,4.45,4.42,2.71 +14966,1.01,Premium,G,VS2,59.1,58.0,6027.0,6.63,6.56,3.9 +4545,1.0,Premium,J,VS1,59.7,62.0,3640.0,6.52,6.46,3.87 +53860,0.71,Premium,E,SI1,62.2,58.0,2743.0,5.74,5.67,3.55 +51,0.24,Very Good,F,SI1,60.9,61.0,404.0,4.02,4.03,2.45 +45318,0.32,Premium,H,VS1,61.6,59.0,524.0,4.37,4.39,2.7 +52126,0.74,Ideal,E,SI2,61.9,56.0,2464.0,5.8,5.83,3.6 +45333,0.51,Ideal,E,VS2,62.9,57.0,1662.0,5.11,5.07,3.2 +46416,0.52,Ideal,E,VS2,61.5,56.0,1767.0,5.17,5.14,3.17 +38259,0.3,Ideal,G,SI2,61.7,57.0,382.0,4.26,4.3,2.64 +22365,0.31,Very Good,H,VS2,60.5,63.0,628.0,4.37,4.33,2.63 +33298,0.31,Ideal,D,SI2,62.1,57.0,462.0,4.32,4.34,2.69 +23871,1.77,Premium,F,SI1,60.3,59.0,11965.0,7.94,7.87,4.77 +16768,1.18,Ideal,I,VVS2,62.7,55.0,6678.0,6.7,6.79,4.23 +29809,0.3,Good,D,SI1,63.8,57.0,709.0,4.29,4.27,2.73 +33032,0.32,Ideal,G,VVS1,61.2,55.0,814.0,4.41,4.44,2.71 +23884,1.67,Ideal,I,VS1,61.6,59.0,11975.0,7.64,7.61,4.7 +32155,0.28,Ideal,F,VVS2,62.2,53.0,787.0,4.22,4.23,2.63 +36408,0.31,Ideal,E,VS1,61.6,57.0,942.0,4.35,4.32,2.67 +10467,1.1,Very Good,E,SI1,61.3,58.0,4791.0,6.64,6.71,4.09 +51888,0.72,Premium,D,SI2,60.5,60.0,2429.0,5.82,5.72,3.49 +35819,0.31,Ideal,F,IF,62.1,55.0,914.0,4.32,4.38,2.7 +31001,0.35,Ideal,E,VS1,62.3,57.0,747.0,4.51,4.55,2.82 +49983,0.73,Premium,F,SI1,60.6,59.0,2190.0,5.81,5.77,3.51 +7180,1.11,Ideal,G,SI2,61.9,55.0,4185.0,6.65,6.6,4.1 +32583,0.31,Premium,F,VVS1,59.7,59.0,801.0,4.45,4.49,2.67 +9663,1.01,Premium,H,SI1,61.8,60.0,4642.0,6.48,6.43,3.99 +29652,0.35,Ideal,G,VS1,61.9,55.0,706.0,4.52,4.53,2.8 +10623,1.0,Ideal,E,SI2,61.8,57.0,4829.0,6.43,6.39,3.96 +38861,0.4,Ideal,F,VS1,61.1,56.0,1050.0,4.78,4.75,2.91 +46849,0.53,Ideal,F,VS1,62.3,55.0,1812.0,5.18,5.22,3.24 +36697,0.39,Ideal,G,VVS2,62.2,54.0,952.0,4.67,4.7,2.91 +24915,1.28,Ideal,G,IF,61.7,56.0,13360.0,6.95,6.99,4.3 +33837,0.3,Ideal,E,VVS1,62.0,57.0,844.0,4.29,4.32,2.67 +48930,0.74,Premium,E,SI1,61.4,57.0,2042.0,5.83,5.79,3.57 +21178,1.24,Premium,F,VS1,61.5,57.0,9333.0,6.97,6.86,4.25 +21185,1.51,Ideal,H,SI1,61.8,55.0,9336.0,7.38,7.42,4.57 +29939,0.34,Very Good,E,SI1,63.5,55.0,714.0,4.47,4.44,2.83 +31195,0.32,Premium,I,VVS1,60.1,61.0,756.0,4.45,4.4,2.66 +28110,0.42,Ideal,J,VS1,60.9,57.0,663.0,4.83,4.86,2.95 +21957,1.5,Very Good,H,VS2,60.9,59.0,10023.0,7.37,7.43,4.51 +21792,1.07,Ideal,E,VVS2,61.4,56.0,9863.0,6.55,6.65,4.05 +43760,0.41,Ideal,F,IF,61.4,56.0,1439.0,4.77,4.81,2.94 +45847,0.5,Very Good,G,VVS2,60.5,62.0,1715.0,5.07,5.14,3.09 +44007,0.3,Very Good,I,SI1,61.6,62.0,394.0,4.27,4.3,2.64 +20069,0.31,Ideal,F,VS2,62.3,57.0,625.0,4.3,4.34,2.69 +3931,1.01,Premium,J,SI2,61.7,58.0,3499.0,6.4,6.44,3.96 +19526,1.09,Ideal,E,VS2,60.6,57.0,8158.0,6.66,6.67,4.04 +18823,1.0,Very Good,F,VS1,59.8,58.0,7710.0,6.49,6.53,3.89 +35708,0.3,Ideal,D,VS2,61.7,55.0,911.0,4.36,4.33,2.68 +31624,0.3,Ideal,H,SI1,62.4,55.0,450.0,4.3,4.32,2.69 +48345,0.57,Ideal,H,VVS1,61.6,56.0,1961.0,5.32,5.35,3.28 +38905,0.34,Premium,D,VVS2,60.1,58.0,1052.0,4.55,4.53,2.73 +30252,0.26,Good,D,VVS2,63.6,56.0,724.0,4.09,4.06,2.59 +9588,0.95,Premium,E,SI1,62.8,59.0,4628.0,6.25,6.21,3.91 +39468,0.54,Very Good,I,SI1,61.3,60.0,1079.0,5.2,5.24,3.2 +17330,1.01,Ideal,G,VS1,62.4,58.0,6951.0,6.43,6.39,4.0 +6177,0.9,Premium,F,SI1,61.6,60.0,3992.0,6.19,6.14,3.8 +29117,0.34,Premium,H,VS2,62.6,60.0,689.0,4.46,4.42,2.78 +50185,0.7,Premium,D,SI2,61.8,55.0,2222.0,5.71,5.68,3.52 +25897,1.51,Ideal,E,VS2,61.2,57.0,15025.0,7.47,7.37,4.54 +3638,0.74,Ideal,G,VS2,61.2,56.0,3434.0,5.82,5.85,3.57 +16840,1.5,Fair,I,SI2,64.8,58.0,6717.0,7.05,7.15,4.6 +53631,0.3,Very Good,D,SI1,60.6,60.0,552.0,4.3,4.32,2.61 +41769,0.44,Very Good,E,VS1,62.2,58.0,1246.0,4.8,4.85,3.0 +46219,0.51,Ideal,D,VS1,61.7,54.0,1752.0,5.12,5.15,3.17 +20084,1.13,Very Good,D,VS2,62.9,58.0,8561.0,6.59,6.63,4.16 +37068,0.42,Ideal,H,VVS1,61.8,55.0,969.0,4.8,4.85,2.98 +17389,0.32,Ideal,G,SI1,61.3,57.0,612.0,4.4,4.37,2.69 +51826,0.64,Ideal,H,IF,60.5,57.0,2420.0,5.58,5.62,3.39 +35829,0.4,Very Good,D,VS2,64.4,52.0,915.0,4.63,4.68,3.0 +46371,0.57,Premium,F,VS2,59.5,60.0,1760.0,5.44,5.35,3.21 +45787,0.68,Premium,H,SI1,58.7,60.0,1708.0,5.8,5.76,3.39 +37483,0.35,Ideal,E,VS2,61.7,55.0,984.0,4.57,4.54,2.81 +53910,0.7,Very Good,E,SI1,62.7,59.0,2753.0,5.63,5.67,3.54 +50244,0.75,Premium,H,SI2,62.3,57.0,2234.0,5.79,5.73,3.59 +38378,0.41,Ideal,H,VS1,61.0,54.0,1024.0,4.84,4.8,2.94 +31514,0.34,Ideal,E,SI1,61.7,56.0,765.0,4.52,4.49,2.78 +1792,0.66,Very Good,G,IF,60.5,59.0,3051.0,5.69,5.74,3.46 +39902,0.42,Ideal,D,VS2,62.4,55.0,1103.0,4.82,4.8,3.0 +17033,1.14,Very Good,G,VS2,63.2,58.0,6803.0,6.67,6.63,4.2 +40967,0.57,Very Good,I,SI1,62.5,58.0,1180.0,5.22,5.27,3.28 +36788,0.34,Ideal,E,VS2,62.1,55.0,956.0,4.49,4.47,2.78 +43227,0.4,Ideal,E,VVS1,61.5,56.0,1397.0,4.78,4.75,2.93 +8042,0.39,Ideal,J,VS2,61.4,57.0,581.0,4.66,4.72,2.88 +39364,0.5,Premium,E,SI1,62.2,58.0,1073.0,5.03,4.87,3.1 +51511,0.7,Ideal,H,SI1,61.4,57.0,2383.0,5.73,5.7,3.51 +31416,0.3,Ideal,G,VVS1,62.2,57.0,764.0,4.28,4.3,2.67 +51213,0.71,Premium,F,SI1,62.2,58.0,2352.0,5.74,5.67,3.55 +51477,0.47,Ideal,D,VVS1,61.9,54.0,2378.0,4.98,5.0,3.09 +27900,0.4,Good,G,SI1,63.3,58.0,655.0,4.66,4.69,2.96 +9457,0.9,Very Good,E,VS2,63.8,55.0,4598.0,6.11,6.18,3.92 +30132,0.32,Premium,G,VS2,62.3,58.0,720.0,4.41,4.36,2.73 +42860,0.54,Premium,E,SI1,59.5,61.0,1356.0,5.31,5.28,3.15 +8383,0.35,Premium,F,SI1,60.2,58.0,583.0,4.54,4.6,2.75 +19361,0.27,Ideal,E,VVS2,61.8,57.0,622.0,4.12,4.16,2.56 +7711,0.33,Ideal,E,SI1,62.0,54.0,579.0,4.41,4.43,2.74 +11793,0.9,Premium,F,VS1,62.7,58.0,5088.0,6.14,6.17,3.86 +3975,1.15,Very Good,G,I1,61.2,58.0,3510.0,6.74,6.8,4.14 +44381,0.5,Premium,E,VS2,60.5,60.0,1581.0,5.09,5.13,3.09 +46060,0.62,Very Good,H,VS2,61.8,57.0,1734.0,5.47,5.5,3.39 +23040,0.33,Very Good,D,SI2,63.4,56.0,631.0,4.43,4.4,2.8 +42776,0.5,Fair,F,VS1,62.9,68.0,1348.0,5.02,4.96,3.14 +53299,0.3,Very Good,I,VVS1,61.2,60.0,552.0,4.27,4.29,2.62 +12737,1.11,Ideal,H,SI1,61.0,56.0,5315.0,6.74,6.7,4.1 +12506,0.91,Very Good,E,VS1,61.9,59.0,5259.0,6.17,6.23,3.84 +48183,0.75,Fair,J,VS2,59.1,66.0,1944.0,5.99,5.82,3.49 +43894,0.3,Ideal,D,SI1,62.4,54.0,508.0,4.32,4.34,2.7 +13845,1.22,Premium,D,SI2,61.8,58.0,5643.0,6.86,6.8,4.22 +19605,1.04,Very Good,G,IF,61.7,58.0,8225.0,6.47,6.6,4.03 +47322,0.23,Very Good,D,VVS2,62.2,58.0,530.0,3.94,3.97,2.46 +53182,0.74,Ideal,I,VS1,60.7,56.0,2631.0,5.86,5.9,3.57 +15596,1.14,Premium,D,SI1,58.9,59.0,6256.0,6.84,6.78,4.01 +47636,0.51,Ideal,D,VS2,61.8,55.0,1882.0,5.18,5.15,3.19 +8939,1.01,Premium,F,SI2,62.4,58.0,4497.0,6.41,6.37,3.99 +13948,1.18,Very Good,H,SI1,62.6,55.0,5674.0,6.76,6.79,4.24 +30467,0.31,Ideal,D,SI1,61.1,56.0,732.0,4.38,4.36,2.67 +44538,0.5,Ideal,E,VS1,62.3,55.0,1603.0,5.09,5.12,3.18 +34413,0.3,Ideal,G,IF,62.4,54.0,863.0,4.31,4.34,2.7 +18050,0.36,Very Good,E,SI1,59.9,60.0,615.0,4.59,4.62,2.76 +551,0.77,Very Good,H,SI1,61.7,56.0,2830.0,5.84,5.89,3.62 +6544,1.01,Premium,D,SI2,61.7,59.0,4072.0,6.41,6.37,3.94 +27246,2.05,Premium,I,VS1,60.6,60.0,17640.0,8.21,8.18,4.97 +15234,1.0,Fair,F,VS1,64.8,61.0,6115.0,6.26,6.21,4.04 +46354,0.61,Good,D,SI1,59.0,57.0,1759.0,5.54,5.57,3.28 +14227,1.0,Very Good,G,VS2,59.0,62.0,5766.0,6.49,6.56,3.85 +32214,0.31,Ideal,G,VVS1,62.1,55.0,789.0,4.34,4.39,2.71 +53394,0.7,Ideal,F,SI1,59.8,55.0,2665.0,5.83,5.75,3.46 +20406,1.51,Premium,J,VVS2,62.5,59.0,8770.0,7.29,7.34,4.57 +49816,0.61,Ideal,G,VS1,61.6,55.0,2166.0,5.45,5.49,3.37 +3089,0.84,Good,G,VS1,63.6,57.0,3316.0,5.98,5.93,3.79 +27001,1.56,Ideal,F,VS2,62.0,55.0,17108.0,7.41,7.45,4.61 +37185,0.54,Premium,H,SI2,61.8,60.0,972.0,5.2,5.16,3.2 +8037,0.9,Good,D,VS2,62.6,65.0,4334.0,6.1,6.04,3.8 +15903,1.07,Very Good,G,VS2,60.9,58.0,6355.0,6.56,6.6,4.01 +4418,1.01,Good,E,SI2,63.9,58.0,3611.0,6.37,6.31,4.05 +35210,0.33,Premium,I,IF,62.1,58.0,891.0,4.43,4.39,2.74 +38131,0.3,Very Good,G,VVS1,63.4,56.0,1013.0,4.31,4.27,2.72 +18221,0.9,Ideal,D,VS1,61.9,59.0,7393.0,6.14,6.17,3.81 +18280,1.21,Ideal,E,SI1,61.9,57.0,7424.0,6.88,6.79,4.23 +41100,0.38,Ideal,F,IF,61.0,56.0,1193.0,4.68,4.7,2.86 +27834,0.31,Very Good,H,VVS1,61.9,57.0,651.0,4.33,4.36,2.69 +27908,0.26,Very Good,F,VVS2,61.4,56.0,657.0,4.14,4.17,2.55 +16610,1.69,Ideal,H,I1,62.0,56.0,6636.0,7.61,7.66,4.73 +32176,0.39,Good,G,VS2,63.3,57.0,787.0,4.61,4.65,2.93 +30853,0.33,Premium,G,VS2,60.9,56.0,743.0,4.5,4.46,2.73 +48697,0.57,Very Good,E,VS1,59.1,57.0,2008.0,5.43,5.5,3.23 +18385,0.26,Ideal,F,VS1,62.4,53.0,618.0,4.11,4.13,2.57 +44686,0.73,Good,I,SI2,63.7,57.0,1610.0,5.76,5.67,3.63 +34355,0.37,Very Good,F,VS1,58.6,65.0,863.0,4.68,4.71,2.75 +18032,0.35,Premium,H,VS1,61.7,59.0,614.0,4.51,4.53,2.79 +41331,0.5,Good,H,VVS2,66.1,58.0,1214.0,4.87,4.9,3.23 +39019,0.43,Premium,F,VS1,62.5,58.0,1056.0,4.78,4.85,3.01 +39345,0.38,Ideal,E,VVS2,61.8,53.7,1073.0,4.67,4.69,2.89 +51019,0.71,Good,I,VS1,61.5,64.0,2327.0,5.76,5.65,3.51 +44052,0.52,Ideal,E,VS2,62.3,53.0,1549.0,5.17,5.2,3.23 +30570,0.31,Ideal,D,VS2,61.6,57.0,734.0,4.36,4.38,2.69 +8449,1.01,Premium,E,SI2,59.1,60.0,4412.0,6.57,6.55,3.88 +1903,0.94,Good,I,SI2,63.8,60.0,3079.0,6.21,6.14,3.94 +6757,1.06,Ideal,I,SI2,61.9,59.0,4103.0,6.47,6.52,4.02 +10016,1.02,Ideal,G,SI1,60.3,56.0,4708.0,6.57,6.54,3.95 +5882,1.02,Very Good,I,SI1,60.4,58.0,3927.0,6.52,6.56,3.95 +34338,0.3,Ideal,E,VVS1,61.2,57.0,862.0,4.32,4.34,2.65 +44121,0.5,Very Good,E,VS2,62.9,60.0,1559.0,5.07,5.1,3.2 +4180,0.9,Very Good,F,SI2,63.4,58.0,3556.0,6.08,6.01,3.83 +41722,0.5,Very Good,D,SI2,63.4,59.0,1243.0,5.03,5.0,3.18 +33912,0.3,Premium,E,VS2,62.6,58.0,844.0,4.28,4.25,2.67 +13265,1.13,Ideal,H,SI1,62.3,56.0,5483.0,6.69,6.66,4.16 +38235,0.35,Ideal,H,IF,60.8,56.0,1017.0,4.61,4.6,2.8 +28071,0.31,Ideal,G,VVS2,60.0,58.0,661.0,4.38,4.42,2.64 +51917,0.7,Ideal,I,SI1,61.8,57.0,2436.0,5.67,5.72,3.52 +3671,1.02,Premium,J,SI1,58.9,62.0,3444.0,6.51,6.43,3.81 +51364,0.78,Ideal,F,SI2,60.6,55.0,2365.0,5.99,6.0,3.63 +36021,0.33,Fair,H,VVS2,65.1,59.0,922.0,4.4,4.32,2.84 +1342,0.76,Ideal,E,SI1,60.6,57.0,2961.0,5.91,5.93,3.59 +16260,1.01,Ideal,G,VS1,62.0,57.0,6504.0,6.44,6.36,3.97 +51322,0.31,Premium,H,VS1,61.1,59.0,544.0,4.35,4.36,2.66 +45895,0.52,Premium,F,VS2,62.2,58.0,1720.0,5.17,5.12,3.2 +10088,1.0,Good,F,SI1,63.3,61.0,4712.0,6.29,6.31,3.99 +26259,2.06,Premium,I,SI1,60.8,60.0,15716.0,8.25,8.16,4.99 +44077,0.53,Ideal,I,VS1,61.8,55.0,1552.0,5.19,5.23,3.22 +46778,0.74,Premium,I,SI2,60.6,60.0,1803.0,5.89,5.8,3.54 +37260,0.31,Premium,F,IF,61.9,58.0,977.0,4.39,4.36,2.71 +24352,2.01,Fair,H,SI2,65.9,57.0,12617.0,7.8,7.74,5.12 +51352,0.71,Premium,F,SI2,60.6,58.0,2363.0,5.77,5.72,3.48 +39321,0.37,Premium,D,VVS2,61.0,60.0,1071.0,4.61,4.64,2.82 +47191,0.54,Ideal,F,VS2,64.2,54.0,1837.0,5.19,5.12,3.31 +8216,1.02,Ideal,G,SI2,62.7,57.0,4370.0,6.44,6.42,4.03 +3661,0.86,Ideal,G,SI2,61.9,55.0,3442.0,6.11,6.14,3.79 +10388,0.3,Fair,F,VS1,61.7,66.0,593.0,4.25,4.31,2.64 +6588,1.01,Ideal,H,SI2,61.3,59.0,4078.0,6.5,6.46,3.97 +49172,0.7,Very Good,H,VS2,62.2,56.0,2074.0,5.69,5.75,3.56 +44185,0.5,Very Good,D,VS2,63.3,56.0,1569.0,5.0,5.05,3.18 +15097,1.25,Ideal,I,SI1,59.6,59.0,6066.0,7.01,7.09,4.2 +52018,0.7,Good,F,SI1,61.1,61.0,2445.0,5.68,5.71,3.48 +1450,0.91,Ideal,I,SI2,63.0,54.0,2976.0,6.17,6.12,3.86 +49712,0.71,Premium,G,SI2,62.7,60.0,2147.0,5.69,5.63,3.55 +8132,1.01,Premium,E,SI2,62.5,60.0,4355.0,6.39,6.42,4.0 +7472,0.71,Premium,D,VVS1,59.2,59.0,4234.0,5.88,5.84,3.47 +36871,0.39,Very Good,G,VVS2,60.7,61.0,958.0,4.7,4.73,2.86 +30189,0.35,Ideal,E,VS2,63.5,54.0,722.0,4.48,4.43,2.83 +1028,0.79,Very Good,D,SI2,62.8,57.0,2904.0,5.85,5.9,3.69 +25522,2.02,Premium,J,VS2,62.1,59.0,14330.0,8.08,7.98,4.99 +25396,1.54,Ideal,G,VS2,61.4,57.0,14103.0,7.47,7.42,4.57 +71,0.24,Very Good,D,VVS1,61.5,60.0,553.0,3.97,4.0,2.45 +3729,0.3,Good,E,VS1,63.2,57.0,568.0,4.26,4.29,2.7 +51618,0.7,Fair,H,VS1,59.6,66.0,2395.0,5.8,5.74,3.44 +29938,0.34,Very Good,E,SI1,63.3,57.0,714.0,4.47,4.44,2.82 +9436,1.0,Good,H,SI2,57.9,62.0,4592.0,6.53,6.49,3.77 +50679,1.01,Fair,G,I1,64.5,56.0,2287.0,6.32,6.26,4.06 +7810,0.56,Ideal,D,IF,61.9,57.0,4293.0,5.28,5.31,3.28 +20005,1.35,Premium,H,VS1,62.3,58.0,8543.0,7.1,7.05,4.41 +41602,0.24,Very Good,F,VS1,59.3,57.0,393.0,4.07,4.12,2.43 +37984,0.38,Ideal,E,VVS2,59.9,61.0,1008.0,4.71,4.74,2.83 +11350,1.21,Very Good,J,SI1,61.6,59.0,4990.0,6.8,6.83,4.2 +29043,0.42,Premium,G,SI1,62.7,58.0,687.0,4.75,4.79,2.99 +40411,0.55,Premium,E,SI2,58.4,61.0,1134.0,5.37,5.31,3.12 +32482,0.3,Ideal,E,VS2,61.4,56.0,795.0,4.32,4.34,2.66 +2613,0.71,Ideal,D,VS2,61.4,57.0,3222.0,5.73,5.77,3.53 +31320,0.32,Ideal,D,VS2,62.6,55.0,758.0,4.37,4.39,2.74 +34705,0.31,Premium,F,IF,60.8,59.0,874.0,4.36,4.39,2.66 +29783,0.3,Ideal,D,SI1,61.4,56.0,709.0,4.35,4.32,2.66 +25958,2.01,Very Good,I,SI1,58.9,63.0,15140.0,8.22,8.16,4.82 +15808,1.2,Ideal,I,VS1,62.1,57.0,6324.0,6.84,6.8,4.23 +584,0.73,Ideal,F,VS1,61.2,56.0,2835.0,5.89,5.81,3.58 +24227,2.01,Good,H,SI2,63.7,59.0,12423.0,7.89,7.84,5.01 +30823,0.33,Premium,E,SI1,62.7,56.0,743.0,4.45,4.39,2.77 +26288,2.52,Fair,J,SI2,65.1,56.0,15776.0,8.51,8.43,5.51 +38420,0.3,Premium,E,IF,61.9,58.0,1026.0,4.26,4.3,2.65 +25889,1.69,Ideal,D,SI1,60.8,57.0,15011.0,7.69,7.71,4.68 +17448,1.07,Very Good,G,VS1,60.9,55.0,6998.0,6.6,6.64,4.03 +35142,0.41,Ideal,D,VS2,61.2,57.0,889.0,4.78,4.82,2.94 +26823,2.17,Ideal,I,SI1,62.1,57.0,16716.0,8.26,8.32,5.15 +7837,1.2,Very Good,I,SI1,63.1,61.0,4301.0,6.65,6.58,4.18 +10158,1.0,Good,D,SI2,61.1,61.0,4727.0,6.37,6.43,3.91 +51132,0.72,Ideal,F,SI2,61.7,55.0,2340.0,5.77,5.81,3.57 +33588,0.42,Ideal,I,SI1,61.8,55.0,833.0,4.81,4.83,2.98 +294,0.72,Ideal,G,VS2,61.9,58.0,2797.0,5.72,5.75,3.55 +29430,0.42,Very Good,H,SI1,62.0,59.0,700.0,4.76,4.79,2.96 +30905,0.31,Ideal,E,VS2,60.9,57.0,745.0,4.36,4.38,2.66 +52019,0.71,Ideal,F,SI2,65.3,53.0,2445.0,5.64,5.58,3.67 +48162,0.7,Premium,H,SI2,62.9,61.0,1942.0,5.57,5.53,3.49 +47839,0.53,Very Good,D,VS1,59.4,59.0,1907.0,5.25,5.32,3.14 +51247,0.7,Very Good,D,SI2,63.3,57.0,2354.0,5.64,5.6,3.56 +16871,1.0,Very Good,E,VS2,61.9,57.0,6732.0,6.35,6.38,3.94 +4188,0.8,Very Good,F,VS1,63.6,57.0,3559.0,5.82,5.91,3.73 +21020,1.3,Ideal,H,VVS1,62.8,55.2,9232.0,6.94,6.97,4.36 +39940,0.24,Very Good,D,VVS1,61.9,54.0,492.0,3.99,4.02,2.48 +9948,1.01,Premium,D,SI2,60.4,60.0,4694.0,6.52,6.46,3.92 +24054,0.31,Ideal,I,IF,61.7,55.0,635.0,4.36,4.39,2.7 +9959,1.09,Premium,H,SI2,62.0,57.0,4700.0,6.61,6.55,4.08 +35467,0.31,Ideal,F,IF,61.9,54.0,901.0,4.38,4.41,2.72 +11855,1.11,Premium,H,SI1,62.1,58.0,5102.0,6.6,6.57,4.09 +2054,0.32,Premium,G,VS2,62.6,59.0,561.0,4.33,4.36,2.72 +21173,1.31,Ideal,F,SI1,61.6,55.0,9331.0,7.04,7.09,4.35 +52231,0.6,Fair,F,VVS2,60.1,66.0,2484.0,5.48,5.44,3.28 +44649,0.28,Very Good,G,VVS2,61.1,56.0,522.0,4.25,4.27,2.6 +30757,0.25,Premium,E,VVS2,62.0,59.0,740.0,4.08,4.05,2.52 +40131,0.41,Premium,F,VVS2,62.4,58.0,1115.0,4.7,4.76,2.95 +14527,1.01,Premium,G,VS2,62.1,59.0,5864.0,6.43,6.38,3.98 +11267,1.09,Ideal,G,SI1,62.2,56.0,4970.0,6.6,6.55,4.09 +24802,2.03,Ideal,I,SI2,60.0,57.0,13182.0,8.32,8.2,4.96 +22991,2.06,Ideal,H,SI2,62.0,57.0,11040.0,8.1,8.06,5.01 +22504,1.59,Premium,H,SI1,60.6,60.0,10542.0,7.59,7.53,4.58 +51342,0.74,Good,H,SI1,62.4,65.0,2362.0,5.78,5.71,3.59 +15277,1.22,Ideal,F,SI2,61.7,54.9,6132.0,6.84,6.9,4.24 +41718,0.34,Ideal,E,IF,62.0,56.0,1243.0,4.51,4.49,2.79 +30170,0.27,Very Good,D,VVS1,62.3,54.0,721.0,4.18,4.21,2.61 +1795,0.7,Very Good,G,VVS2,60.2,61.0,3052.0,5.66,5.74,3.43 +13859,1.2,Premium,I,VS2,62.6,61.0,5645.0,6.76,6.68,4.21 +24902,1.52,Ideal,D,SI1,61.2,57.0,13329.0,7.47,7.4,4.55 +12366,0.26,Very Good,F,VVS1,58.7,58.0,597.0,4.24,4.25,2.49 +7164,0.93,Premium,F,SI1,61.1,59.0,4182.0,6.32,6.29,3.85 +53835,0.7,Premium,E,VS2,62.5,59.0,2737.0,5.65,5.62,3.52 +37178,0.32,Ideal,D,VS2,62.5,57.0,972.0,4.39,4.34,2.73 +28153,0.3,Ideal,H,VVS1,61.1,58.0,665.0,4.33,4.35,2.65 +3748,0.3,Ideal,F,VS1,62.6,57.0,570.0,4.29,4.34,2.7 +34132,0.32,Ideal,F,VVS1,61.3,55.0,854.0,4.42,4.45,2.72 +27510,2.02,Very Good,H,SI1,59.3,60.0,18236.0,8.14,8.21,4.85 +16352,0.3,Very Good,H,VS2,63.5,58.0,608.0,4.27,4.24,2.7 +5525,1.01,Good,G,SI2,63.7,58.0,3852.0,6.31,6.35,4.03 +30270,0.3,Premium,G,VS1,60.2,62.0,725.0,4.31,4.3,2.59 +9706,0.32,Ideal,D,SI1,59.6,57.0,589.0,4.42,4.47,2.65 +16042,0.3,Premium,H,VS2,62.3,58.0,608.0,4.33,4.31,2.69 +42599,0.5,Ideal,E,SI1,59.1,61.0,1331.0,5.16,5.19,3.06 +34001,0.42,Ideal,G,VS2,62.2,54.0,847.0,4.8,4.82,2.99 +51930,0.81,Ideal,I,SI1,62.5,57.0,2439.0,5.98,5.92,3.72 +39486,0.41,Ideal,E,VS1,62.1,55.0,1079.0,4.75,4.78,2.96 +18820,1.54,Premium,G,SI2,59.4,60.0,7707.0,7.49,7.52,4.46 +14342,1.02,Ideal,E,SI1,61.9,55.0,5806.0,6.49,6.46,4.01 +33599,0.37,Premium,G,VS2,61.3,60.0,833.0,4.63,4.6,2.83 +17349,1.11,Ideal,H,VVS2,61.4,57.0,6962.0,6.67,6.63,4.08 +32160,0.39,Ideal,G,VS2,62.2,53.9,787.0,4.66,4.69,2.9 +30573,0.31,Ideal,E,VS1,60.9,57.0,734.0,4.39,4.41,2.68 +25151,1.5,Premium,G,VS1,60.8,61.0,13720.0,7.36,7.29,4.45 +7639,1.06,Ideal,H,SI2,60.6,59.0,4267.0,6.63,6.6,4.01 +42832,0.61,Very Good,I,SI1,63.4,55.0,1356.0,5.39,5.43,3.43 +3642,0.79,Good,F,VS1,57.7,58.0,3436.0,6.06,6.14,3.52 +3092,0.77,Very Good,E,VS1,62.0,56.0,3318.0,5.88,5.92,3.66 +4532,0.91,Premium,E,SI2,61.1,59.0,3639.0,6.24,6.2,3.8 +53501,0.71,Very Good,E,SI1,63.5,57.0,2685.0,5.63,5.68,3.59 +41035,0.41,Ideal,E,VVS2,61.6,56.0,1187.0,4.78,4.8,2.95 +16304,1.5,Good,J,SI1,64.5,56.0,6523.0,7.09,7.18,4.6 +476,0.7,Good,F,VS1,59.7,63.0,2819.0,5.76,5.79,3.45 +40537,0.51,Ideal,G,SI2,62.1,56.0,1148.0,5.1,5.13,3.18 +41446,0.53,Ideal,E,SI2,61.2,55.0,1229.0,5.23,5.26,3.21 +49523,0.71,Very Good,E,SI2,62.1,57.0,2123.0,5.71,5.76,3.56 +32829,0.35,Ideal,F,VVS2,61.3,55.0,806.0,4.57,4.6,2.81 +48848,0.81,Fair,F,SI2,65.7,57.0,2031.0,5.8,5.75,3.79 +7447,0.92,Ideal,F,SI1,62.8,56.0,4232.0,6.14,6.18,3.87 +50463,0.72,Very Good,G,SI1,62.8,59.0,2265.0,5.69,5.74,3.59 +15043,0.3,Very Good,F,VS2,62.9,57.0,605.0,4.29,4.33,2.71 +2223,0.7,Ideal,H,VS2,61.2,56.0,3145.0,5.72,5.75,3.51 +3050,0.27,Very Good,G,IF,60.8,57.0,566.0,4.2,4.22,2.56 +51678,0.72,Premium,H,SI1,62.5,57.0,2398.0,5.73,5.67,3.56 +19790,1.0,Good,E,VVS1,63.4,59.0,8359.0,6.27,6.24,4.0 +13302,1.05,Very Good,E,SI1,62.2,56.0,5494.0,6.49,6.56,4.06 +19184,2.2,Fair,I,I1,66.3,56.0,7934.0,8.05,8.0,5.32 +26938,2.41,Ideal,I,SI2,62.5,57.0,16987.0,8.57,8.51,5.34 +14234,1.07,Ideal,D,SI1,61.8,55.0,5767.0,6.54,6.59,4.06 +39189,0.35,Ideal,D,VS2,61.8,56.0,1063.0,4.55,4.51,2.8 +42061,0.48,Premium,H,VS1,60.7,61.0,1270.0,5.04,5.01,3.05 +10621,1.0,Fair,F,VS2,64.7,59.0,4829.0,6.22,6.15,4.0 +33209,0.33,Ideal,H,IF,61.6,55.0,820.0,4.44,4.47,2.74 +34187,0.33,Premium,G,VS1,62.8,58.0,854.0,4.41,4.38,2.76 +49664,0.6,Ideal,E,VS2,60.6,56.0,2141.0,5.47,5.52,3.33 +47469,0.72,Premium,I,SI1,60.8,58.0,1858.0,5.83,5.78,3.53 +26521,2.43,Very Good,H,SI2,63.2,57.0,16170.0,8.56,8.5,5.39 +41994,0.43,Ideal,G,VVS1,62.0,55.0,1264.0,4.85,4.82,3.0 +8093,1.25,Premium,G,SI2,61.1,58.0,4340.0,6.96,6.91,4.24 +47282,0.3,Very Good,J,VS1,61.9,56.0,394.0,4.28,4.32,2.66 +51046,0.73,Very Good,G,SI1,59.8,61.0,2330.0,5.83,5.85,3.49 +38561,0.5,Fair,G,SI2,65.6,56.0,1035.0,4.99,4.92,3.25 +9604,1.01,Good,F,SI1,57.4,57.0,4632.0,6.52,6.48,3.73 +31407,0.3,Ideal,G,VVS1,61.7,57.0,764.0,4.32,4.34,2.67 +17703,0.32,Premium,G,SI1,60.5,59.0,612.0,4.43,4.39,2.67 +28305,0.3,Good,H,SI1,63.4,60.0,432.0,4.23,4.25,2.69 +40565,0.41,Ideal,G,VVS1,62.1,55.0,1151.0,4.74,4.79,2.96 +27060,0.32,Very Good,D,VS2,58.8,59.0,646.0,4.49,4.52,2.65 +36529,0.42,Ideal,I,VVS1,62.5,57.0,945.0,4.8,4.77,2.99 +27836,0.31,Good,H,VS1,59.2,65.0,651.0,4.42,4.33,2.59 +19466,1.5,Good,D,SI2,63.4,59.0,8108.0,7.2,7.25,4.58 +14575,1.2,Very Good,I,VS2,61.7,59.0,5884.0,6.83,6.88,4.23 +24800,2.03,Premium,I,SI2,63.0,56.0,13182.0,8.12,8.05,5.09 +48737,0.78,Ideal,H,SI2,61.9,54.0,2012.0,5.89,5.85,3.63 +24244,2.08,Premium,H,SI2,59.7,59.0,12454.0,8.38,8.29,4.98 +14797,1.04,Ideal,D,SI1,61.7,57.0,5952.0,6.55,6.51,4.03 +46447,0.61,Very Good,I,VVS2,62.0,54.4,1773.0,5.47,5.51,3.4 +27015,2.25,Ideal,I,SI2,62.4,57.0,17143.0,8.39,8.32,5.21 +6786,1.13,Premium,I,SI1,61.7,58.0,4113.0,6.66,6.62,4.1 +45499,0.58,Ideal,I,VVS1,62.1,56.0,1680.0,5.32,5.34,3.31 +31062,0.27,Premium,E,VVS2,61.8,59.0,752.0,4.18,4.14,2.57 +13969,1.01,Very Good,H,VS1,60.9,55.0,5687.0,6.53,6.57,3.99 +17964,1.0,Very Good,G,VVS2,60.5,62.0,7260.0,6.39,6.44,3.88 +35604,0.31,Premium,H,VVS1,61.8,58.0,907.0,4.34,4.3,2.67 +1849,0.76,Premium,E,VS2,61.7,62.0,3064.0,5.85,5.82,3.6 +2904,0.72,Ideal,E,VS1,61.9,55.0,3283.0,5.74,5.77,3.56 +36708,0.46,Ideal,J,VVS1,61.8,56.0,953.0,4.93,4.97,3.06 +29350,0.31,Ideal,G,VS2,61.8,57.0,698.0,4.36,4.34,2.69 +53303,0.3,Ideal,D,SI1,62.2,55.0,552.0,4.29,4.33,2.68 +44219,0.57,Premium,F,SI1,60.7,58.0,1571.0,5.36,5.32,3.24 +17801,1.04,Premium,E,VS2,61.1,59.0,7175.0,6.56,6.54,4.0 +2250,1.03,Fair,J,SI2,64.6,62.0,3149.0,6.3,6.21,4.06 +51893,0.72,Ideal,I,VS1,62.1,55.0,2430.0,5.73,5.76,3.56 +18372,0.39,Premium,J,VS1,61.6,59.0,616.0,4.67,4.71,2.89 +52821,0.7,Very Good,F,SI1,62.4,56.0,2573.0,5.63,5.69,3.53 +43004,0.52,Very Good,E,SI1,61.0,61.0,1369.0,5.17,5.19,3.16 +37995,0.43,Ideal,H,VVS2,62.3,55.0,1008.0,4.85,4.82,3.01 +24639,1.54,Ideal,F,VS2,61.9,57.0,12978.0,7.42,7.35,4.57 +39612,0.35,Ideal,H,SI1,62.3,57.0,491.0,4.5,4.55,2.82 +45862,0.5,Premium,F,VS1,61.6,58.0,1715.0,5.11,5.06,3.13 +17305,1.22,Premium,H,VS2,62.4,58.0,6934.0,6.84,6.79,4.25 +38665,0.42,Premium,D,SI1,62.8,58.0,1040.0,4.79,4.76,3.0 +48299,0.75,Very Good,J,SI1,63.1,57.0,1958.0,5.79,5.74,3.64 +2113,1.16,Fair,H,SI2,68.2,55.0,3118.0,6.47,6.37,4.38 +9691,0.36,Premium,E,SI1,62.2,59.0,589.0,4.53,4.57,2.83 +28708,0.38,Ideal,H,SI1,61.5,56.0,680.0,4.67,4.69,2.88 +52060,0.7,Very Good,E,SI2,60.4,59.0,2453.0,5.7,5.75,3.46 +2218,0.7,Very Good,E,VS1,62.8,57.0,3145.0,5.65,5.68,3.56 +52346,0.79,Premium,H,SI1,60.1,60.0,2498.0,6.04,5.98,3.61 +1848,0.71,Very Good,E,VS1,63.3,59.0,3064.0,5.64,5.68,3.58 +44237,0.57,Ideal,H,VS2,60.2,59.0,1573.0,5.35,5.38,3.23 +43937,0.3,Premium,D,SI1,62.1,59.0,515.0,4.29,4.31,2.67 +5888,1.03,Good,G,SI2,63.7,60.0,3929.0,6.28,6.35,4.02 +9406,1.03,Premium,F,SI2,61.6,58.0,4586.0,6.46,6.43,3.97 +19142,1.56,Premium,J,VS2,61.7,58.0,7904.0,7.46,7.41,4.59 +15354,1.17,Premium,H,VS2,62.4,57.0,6163.0,6.74,6.69,4.19 +35673,0.37,Ideal,G,VVS2,62.0,56.0,909.0,4.62,4.64,2.87 +35879,0.32,Ideal,G,IF,61.9,54.0,918.0,4.4,4.42,2.73 +17946,1.02,Very Good,E,VS1,58.9,59.0,7253.0,6.52,6.65,3.88 +1832,0.74,Very Good,H,VVS1,62.4,57.0,3061.0,5.76,5.81,3.61 +8545,0.9,Premium,H,VVS2,62.0,58.0,4432.0,6.13,6.16,3.81 +913,0.73,Very Good,F,SI1,61.4,56.0,2879.0,5.81,5.86,3.58 +16597,1.04,Ideal,G,VS2,61.9,57.0,6628.0,6.48,6.5,4.02 +36266,0.37,Ideal,H,IF,61.7,53.0,936.0,4.66,4.68,2.88 +8821,1.04,Premium,H,VS2,58.7,62.0,4477.0,6.67,6.65,3.91 +28338,0.33,Premium,G,VS1,61.3,58.0,666.0,4.42,4.45,2.72 +10376,1.0,Very Good,E,SI2,61.2,58.0,4777.0,6.37,6.41,3.91 +5524,1.01,Very Good,G,SI2,61.9,55.0,3852.0,6.43,6.46,3.99 +7299,1.11,Very Good,I,SI2,61.1,58.0,4202.0,6.63,6.69,4.07 +9617,1.01,Fair,F,SI1,65.5,57.0,4634.0,6.12,6.22,4.04 +24867,1.54,Very Good,G,VS1,60.7,60.0,13284.0,7.43,7.55,4.55 +21814,1.18,Ideal,E,VS1,62.4,54.0,9886.0,6.79,6.74,4.22 +30782,0.33,Premium,E,VVS2,61.3,59.0,741.0,4.44,4.47,2.73 +44044,0.61,Very Good,G,SI1,59.7,63.0,1548.0,5.5,5.43,3.26 +5334,0.82,Ideal,F,SI1,61.7,56.0,3810.0,6.01,6.06,3.72 +48182,0.54,Premium,H,VVS1,62.0,57.0,1944.0,5.25,5.2,3.24 +41247,0.3,Premium,D,IF,62.1,59.0,1208.0,4.29,4.27,2.66 +23987,1.52,Premium,G,VS2,62.9,60.0,12148.0,7.31,7.28,4.59 +13778,1.27,Premium,J,VS1,62.6,59.0,5618.0,6.92,6.88,4.32 +14216,1.35,Ideal,F,SI2,62.9,56.0,5761.0,7.05,7.03,4.43 +33075,0.4,Good,D,VS2,64.4,56.0,814.0,4.62,4.67,2.99 +11322,1.12,Ideal,I,VS2,62.8,55.0,4986.0,6.69,6.66,4.19 +46279,0.55,Very Good,D,VS2,60.4,59.0,1755.0,5.29,5.34,3.21 +26955,2.01,Very Good,E,SI2,62.0,61.0,17024.0,8.04,8.1,5.0 +47394,0.57,Premium,D,SI1,60.2,60.0,1847.0,5.36,5.34,3.22 +13954,1.09,Premium,H,VS2,59.7,58.0,5677.0,6.73,6.66,4.0 +20386,0.31,Premium,G,VS1,59.5,59.0,625.0,4.4,4.47,2.64 +51231,0.7,Fair,E,VS2,65.6,61.0,2352.0,5.62,5.47,3.64 +37611,0.24,Very Good,E,VVS1,61.7,61.0,485.0,3.95,3.99,2.45 +15085,1.06,Very Good,D,SI1,59.3,60.0,6062.0,6.64,6.71,3.96 +35834,0.38,Ideal,F,VS1,60.4,56.0,915.0,4.7,4.74,2.85 +28444,0.31,Ideal,G,VVS2,61.7,57.0,671.0,4.36,4.39,2.7 +33514,0.32,Premium,D,VS2,58.8,59.0,829.0,4.52,4.49,2.65 +13419,1.2,Ideal,I,SI1,61.8,56.0,5510.0,6.8,6.77,4.19 +249,0.81,Ideal,G,SI2,61.6,56.0,2789.0,5.97,6.01,3.69 +11312,1.0,Premium,H,VS2,60.4,58.0,4984.0,6.51,6.46,3.92 +2596,0.77,Premium,F,VS2,62.1,59.0,3218.0,5.85,5.87,3.64 +48440,0.51,Ideal,G,VVS2,61.3,57.0,1974.0,5.15,5.12,3.15 +8649,1.0,Premium,F,SI2,61.6,61.0,4452.0,6.36,6.33,3.91 +51309,0.31,Premium,E,SI1,62.6,60.0,544.0,4.31,4.35,2.71 +469,0.7,Ideal,E,VS1,62.9,57.0,2818.0,5.66,5.61,3.54 +33825,0.32,Ideal,G,VVS1,62.2,55.0,842.0,4.38,4.4,2.73 +14870,1.01,Premium,F,VS2,62.7,58.0,5988.0,6.39,6.4,4.01 +25261,1.5,Very Good,E,VS2,62.9,56.0,13892.0,7.31,7.22,4.57 +53541,0.9,Fair,G,SI1,72.9,54.0,2691.0,5.74,5.67,4.16 +15974,1.51,Good,J,SI1,64.1,61.0,6394.0,7.16,7.19,4.6 +7920,1.11,Premium,J,VS2,59.9,60.0,4315.0,6.78,6.71,4.04 +28759,0.31,Ideal,E,VS2,62.0,55.0,680.0,4.33,4.35,2.69 +1662,0.9,Very Good,J,VS2,63.1,59.0,3024.0,6.09,6.05,3.83 +49261,0.71,Very Good,F,SI1,60.7,57.0,2088.0,5.78,5.81,3.52 +27695,0.41,Ideal,J,VS1,61.3,57.0,648.0,4.81,4.84,2.96 +50652,0.31,Very Good,G,VS2,63.0,54.0,544.0,4.33,4.37,2.74 +17621,1.38,Ideal,G,SI2,61.4,55.0,7094.0,7.2,7.17,4.41 +42491,0.44,Ideal,F,VVS1,61.5,57.0,1319.0,4.9,4.86,3.0 +1587,0.82,Premium,H,VS1,62.5,59.0,3008.0,5.96,5.94,3.72 +15925,1.31,Premium,H,VS2,62.1,58.0,6368.0,7.01,6.86,4.31 +32274,0.36,Very Good,E,VS2,62.3,58.0,789.0,4.51,4.55,2.82 +1456,0.7,Ideal,E,VS1,61.3,54.0,2978.0,5.77,5.83,3.54 +44177,0.57,Ideal,F,VS2,61.6,56.0,1567.0,5.34,5.37,3.3 +30941,0.24,Very Good,H,VVS1,62.3,56.0,449.0,3.99,4.02,2.49 +37885,0.46,Ideal,I,VVS2,61.4,57.0,1006.0,4.96,5.0,3.06 +23852,1.51,Ideal,D,SI1,61.9,57.0,11942.0,7.42,7.35,4.57 +39826,0.39,Premium,G,VS1,62.6,58.0,1097.0,4.7,4.66,2.93 +39985,0.41,Premium,I,VVS1,59.8,61.0,1107.0,4.84,4.79,2.88 +50543,0.66,Good,F,VS2,61.5,60.8,2275.0,5.55,5.6,3.43 +2015,0.71,Very Good,F,VVS1,63.3,58.0,3104.0,5.67,5.64,3.58 +1420,0.7,Good,F,VS1,63.8,58.0,2970.0,5.58,5.61,3.57 +26167,1.21,Ideal,F,IF,62.8,56.0,15497.0,6.75,6.84,4.27 +28414,0.29,Ideal,F,VVS1,60.9,57.0,669.0,4.29,4.32,2.62 +2888,0.93,Ideal,J,VS1,62.3,56.0,3281.0,6.26,6.22,3.89 +38747,0.35,Ideal,G,IF,61.4,55.0,1044.0,4.56,4.59,2.81 +47378,0.57,Premium,D,SI1,61.1,56.0,1847.0,5.38,5.33,3.27 +308,0.9,Very Good,I,SI2,61.3,56.0,2800.0,6.17,6.23,3.8 +19103,1.01,Ideal,F,VS1,61.1,59.0,7870.0,6.46,6.5,3.96 +32894,0.36,Ideal,E,SI1,62.4,55.0,810.0,4.58,4.55,2.85 +19055,1.38,Very Good,H,SI1,63.2,56.0,7836.0,7.08,7.03,4.46 +36937,0.23,Very Good,E,VVS1,62.9,58.0,478.0,3.94,3.95,2.48 +23249,1.7,Ideal,I,VS2,61.7,56.0,11257.0,7.64,7.72,4.74 +15574,1.3,Premium,I,VS2,62.7,58.0,6246.0,6.97,6.9,4.35 +43329,0.54,Very Good,G,SI1,60.4,56.0,1404.0,5.29,5.34,3.21 +28038,0.34,Very Good,E,VS2,59.8,62.0,659.0,4.52,4.54,2.71 +43990,0.21,Premium,E,SI2,61.9,56.0,394.0,3.84,3.82,2.37 +52175,0.7,Premium,E,SI2,62.8,59.0,2475.0,5.69,5.64,3.56 +18407,1.11,Good,E,VS2,58.5,58.0,7480.0,6.77,6.84,3.98 +36759,0.51,Premium,F,SI2,62.3,62.0,956.0,5.09,5.02,3.15 +2347,1.03,Ideal,H,I1,61.5,57.0,3172.0,6.48,6.52,4.0 +18133,1.52,Premium,I,SI2,62.5,56.0,7341.0,7.35,7.33,4.59 +27223,2.0,Premium,I,VS2,62.5,57.0,17574.0,8.01,7.92,4.98 +303,0.82,Ideal,F,SI2,62.4,54.0,2799.0,5.97,6.02,3.74 +20255,1.5,Ideal,I,SI1,62.1,55.0,8685.0,7.32,7.36,4.56 +27380,0.35,Very Good,H,SI1,63.2,57.0,647.0,4.51,4.48,2.84 +14204,1.01,Very Good,G,VS2,59.9,60.0,5759.0,6.46,6.52,3.89 +37829,0.33,Ideal,E,VS1,60.6,57.0,1002.0,4.54,4.5,2.74 +49960,0.3,Good,H,SI1,63.7,56.0,540.0,4.22,4.2,2.68 +7173,0.92,Good,E,SI1,63.7,57.0,4183.0,6.14,6.11,3.9 +7311,1.01,Fair,D,SI2,65.3,55.0,4205.0,6.33,6.19,4.09 +35330,0.4,Ideal,E,VS1,62.1,55.0,898.0,4.75,4.79,2.96 +50748,0.58,Premium,E,VS1,62.2,58.0,2297.0,5.35,5.3,3.31 +2020,0.78,Ideal,I,VS1,61.9,56.0,3105.0,5.91,5.94,3.67 +47313,0.23,Very Good,F,VVS2,60.0,57.0,530.0,4.0,4.04,2.41 +24278,1.57,Ideal,G,VS2,62.7,55.0,12506.0,7.42,7.49,4.68 +11543,1.21,Good,J,VVS2,63.7,56.0,5028.0,6.71,6.67,4.26 +53506,0.7,Very Good,D,SI1,63.5,58.0,2686.0,5.61,5.64,3.57 +44656,0.35,Good,D,SI2,63.3,55.0,522.0,4.45,4.49,2.83 +5264,0.82,Very Good,E,VS2,60.4,61.0,3795.0,6.06,6.09,3.67 +36502,0.33,Very Good,E,VVS1,61.8,54.0,945.0,4.47,4.49,2.77 +31205,0.32,Premium,D,SI1,60.8,58.0,756.0,4.44,4.41,2.69 +9744,1.2,Good,J,SI2,63.3,54.4,4659.0,6.72,6.78,4.27 +19731,1.52,Ideal,E,SI2,61.0,56.0,8299.0,7.45,7.41,4.53 +26263,2.01,Good,I,VS2,59.9,65.0,15729.0,8.19,8.14,4.89 +30716,0.33,Ideal,F,VS1,61.2,57.0,738.0,4.46,4.49,2.74 +8644,1.0,Ideal,F,SI2,61.3,56.0,4452.0,6.46,6.43,3.95 +3895,0.77,Very Good,D,VS2,61.2,59.0,3489.0,5.86,5.91,3.6 +46020,0.53,Good,E,VS2,63.7,55.0,1727.0,5.15,5.12,3.27 +26313,2.02,Ideal,G,SI2,63.5,54.0,15814.0,7.96,8.02,5.07 +24722,1.39,Ideal,G,IF,60.6,55.0,13061.0,7.27,7.21,4.39 +46177,0.5,Ideal,E,VS2,62.8,57.0,1746.0,5.12,5.04,3.19 +7296,1.05,Ideal,J,VS2,62.3,56.0,4201.0,6.55,6.51,4.07 +18513,1.21,Ideal,F,SI1,62.3,55.7,7546.0,6.8,6.85,4.25 +11973,1.21,Premium,H,SI2,60.6,56.0,5140.0,6.92,6.84,4.17 +51434,0.93,Very Good,F,I1,61.3,59.0,2374.0,6.22,6.27,3.83 +1821,0.76,Good,F,VS1,59.9,61.0,3057.0,5.89,5.98,3.56 +46470,0.7,Very Good,I,SI2,63.4,59.0,1775.0,5.66,5.57,3.56 +12889,1.05,Very Good,H,VS2,59.0,59.0,5370.0,6.68,6.71,3.95 +1757,0.77,Very Good,F,SI1,59.6,60.0,3044.0,5.95,5.97,3.55 +50337,0.7,Good,D,SI2,58.3,60.0,2242.0,5.81,5.89,3.41 +37449,0.3,Ideal,G,VS2,61.9,57.0,984.0,4.26,4.3,2.65 +10602,1.01,Ideal,I,SI1,61.2,56.0,4825.0,6.48,6.51,3.97 +48717,0.77,Very Good,J,SI1,63.3,57.0,2010.0,5.84,5.79,3.68 +34134,0.33,Ideal,F,VVS1,61.1,55.0,854.0,4.48,4.52,2.75 +24346,2.1,Very Good,I,SI2,60.6,60.0,12612.0,8.29,8.33,5.04 +26929,1.73,Premium,G,VS2,61.6,58.0,16960.0,7.74,7.71,4.76 +28731,0.31,Ideal,E,VS2,60.5,56.0,680.0,4.38,4.41,2.66 +30509,0.31,Ideal,D,SI1,63.0,54.0,732.0,4.35,4.32,2.73 +15991,1.01,Very Good,E,VS2,62.0,55.0,6399.0,6.42,6.46,3.99 +38552,0.5,Very Good,J,VS1,61.4,57.8,1034.0,5.09,5.14,3.15 +23868,1.71,Premium,I,VS2,62.8,59.0,11958.0,7.58,7.52,4.74 +23218,1.14,Ideal,F,VVS1,60.1,60.0,11226.0,6.79,6.83,4.09 +20218,1.09,Very Good,G,IF,62.9,57.0,8650.0,6.52,6.58,4.12 +26170,1.53,Premium,G,VVS2,62.5,60.0,15505.0,7.34,7.31,4.58 +23489,1.5,Ideal,E,SI1,62.0,55.0,11489.0,7.4,7.32,4.56 +51519,0.72,Ideal,G,SI1,63.0,56.0,2385.0,5.71,5.68,3.59 +23096,1.02,Ideal,F,IF,62.0,58.0,11116.0,6.44,6.49,4.01 +33703,0.3,Ideal,E,VVS1,61.2,58.0,838.0,4.28,4.31,2.63 +6752,1.01,Fair,G,SI1,66.9,56.0,4102.0,6.15,6.22,4.14 +22901,1.51,Premium,H,VS1,62.4,60.0,10939.0,7.34,7.27,4.56 +45764,0.5,Very Good,H,IF,61.3,60.0,1706.0,5.08,5.17,3.14 +22366,0.31,Ideal,H,VS2,62.1,55.0,628.0,4.35,4.32,2.69 +8,0.26,Very Good,H,SI1,61.9,55.0,337.0,4.07,4.11,2.53 +21047,0.31,Premium,F,VS2,61.4,58.0,625.0,4.36,4.4,2.69 +27176,2.0,Good,H,SI1,58.0,58.0,17447.0,8.21,8.26,4.78 +45066,0.51,Premium,D,SI1,61.9,60.0,1642.0,5.15,5.12,3.18 +53679,0.56,Ideal,E,VVS2,61.7,56.0,2712.0,5.31,5.33,3.28 +8799,1.21,Premium,G,SI2,60.9,59.0,4472.0,6.87,6.82,4.17 +22774,1.01,Ideal,D,VVS2,60.6,56.0,10797.0,6.53,6.48,3.94 +15229,1.06,Ideal,E,SI1,61.8,56.0,6114.0,6.59,6.52,4.05 +35222,0.33,Ideal,D,VVS2,61.7,55.0,893.0,4.46,4.49,2.76 +1255,0.76,Ideal,E,VS1,62.1,57.0,2947.0,5.82,5.87,3.63 +39763,0.36,Premium,D,VS2,60.5,58.0,1094.0,4.63,4.6,2.79 +3832,1.0,Ideal,I,SI1,58.5,55.0,3472.0,6.47,6.42,3.77 +5563,1.0,Good,F,SI2,59.8,65.0,3858.0,6.58,6.43,3.9 +34318,0.33,Very Good,F,VVS1,62.0,56.0,859.0,4.41,4.44,2.74 +22709,0.35,Very Good,H,SI1,63.1,58.0,630.0,4.51,4.46,2.83 +24630,2.01,Good,I,SI2,59.1,59.0,12964.0,8.09,8.14,4.8 +53600,0.91,Good,I,SI1,64.2,59.0,2700.0,6.05,5.98,3.86 +30686,0.4,Ideal,E,SI1,62.0,57.0,737.0,4.74,4.78,2.95 +39434,0.41,Ideal,D,VS2,61.5,57.0,1076.0,4.79,4.77,2.94 +42996,0.54,Ideal,G,SI1,61.9,54.0,1368.0,5.26,5.28,3.26 +46967,0.3,Ideal,I,VVS2,61.8,56.0,529.0,4.31,4.33,2.67 +1080,0.31,Premium,E,SI2,60.9,60.0,558.0,4.38,4.35,2.66 +39423,0.41,Ideal,F,VS1,61.8,56.0,1076.0,4.79,4.75,2.95 +46300,0.3,Very Good,G,VS2,63.0,56.0,526.0,4.27,4.3,2.7 +53746,1.0,Fair,G,I1,61.7,57.0,2723.0,6.39,6.28,3.91 +14339,1.0,Very Good,G,VS2,63.4,57.0,5806.0,6.31,6.27,3.99 +38633,0.31,Very Good,H,VS2,60.0,60.0,489.0,4.4,4.43,2.65 +10304,1.0,Good,I,VS2,61.7,60.2,4761.0,6.29,6.35,3.9 +45275,0.54,Premium,H,VVS2,60.6,60.0,1662.0,5.29,5.31,3.21 +9179,1.04,Ideal,I,SI1,62.6,56.0,4543.0,6.55,6.48,4.08 +20050,0.35,Ideal,D,SI2,62.4,57.0,625.0,4.5,4.47,2.8 +18234,1.13,Premium,G,VS1,60.0,60.0,7404.0,6.87,6.72,4.08 +43665,0.5,Very Good,D,SI1,58.8,60.0,1436.0,5.18,5.2,3.05 +2006,0.72,Very Good,D,SI1,60.5,57.0,3102.0,5.85,5.89,3.55 +20303,1.01,Fair,D,VVS2,65.4,57.0,8716.0,6.2,6.16,4.04 +31522,0.34,Ideal,E,SI1,62.9,55.0,765.0,4.5,4.47,2.82 +33811,0.32,Ideal,G,VVS1,62.4,56.0,842.0,4.36,4.39,2.73 +36422,0.39,Premium,G,VS2,59.8,61.0,942.0,4.75,4.72,2.83 +24322,2.0,Premium,D,SI2,59.3,62.0,12576.0,8.12,8.06,4.8 +52462,0.71,Ideal,D,SI2,60.4,56.0,2516.0,5.79,5.83,3.51 +16511,1.53,Very Good,H,SI2,60.6,63.0,6597.0,7.43,7.38,4.49 +7395,0.33,Premium,H,VS1,59.5,59.0,579.0,4.48,4.53,2.68 +34356,0.3,Very Good,D,VS1,60.1,55.0,863.0,4.37,4.4,2.63 +51740,0.7,Very Good,F,SI1,59.7,56.9,2403.0,5.73,5.86,3.46 +34850,0.3,Ideal,G,VVS2,63.0,57.0,878.0,4.32,4.28,2.71 +26520,1.5,Premium,E,VS1,62.5,58.0,16169.0,7.28,7.21,4.53 +19266,1.51,Very Good,J,VS1,63.5,60.0,7991.0,7.29,7.23,4.61 +34361,0.41,Ideal,F,VS2,62.6,57.0,863.0,4.76,4.79,2.99 +13414,1.2,Ideal,H,SI1,62.9,57.0,5510.0,6.79,6.76,4.26 +34291,0.3,Ideal,F,VVS1,61.8,55.0,857.0,4.32,4.35,2.68 +8106,1.15,Premium,I,SI2,62.6,57.0,4347.0,6.73,6.69,4.2 +78,0.26,Very Good,D,VVS2,62.4,54.0,554.0,4.08,4.13,2.56 +48329,0.24,Premium,E,VS2,62.6,58.0,536.0,4.03,3.99,2.51 +20522,1.11,Very Good,E,VS1,61.6,57.0,8852.0,6.59,6.63,4.07 +36407,0.31,Premium,E,VS1,61.7,58.0,942.0,4.36,4.3,2.67 +14793,1.09,Premium,H,VS1,60.2,61.0,5951.0,6.7,6.66,4.02 +7656,0.9,Ideal,F,SI1,61.7,55.0,4269.0,6.19,6.16,3.81 +24055,0.31,Ideal,I,IF,60.9,57.0,635.0,4.37,4.4,2.67 +31862,0.3,Ideal,H,VVS2,61.5,56.0,776.0,4.35,4.33,2.67 +36850,0.37,Premium,F,VS2,61.0,58.0,957.0,4.63,4.61,2.82 +29177,0.3,Ideal,F,VVS2,61.5,55.0,694.0,4.33,4.35,2.67 +15821,1.0,Premium,F,VS2,62.2,59.0,6328.0,6.37,6.29,3.94 +528,0.73,Premium,E,VS1,62.6,60.0,2826.0,5.75,5.68,3.58 +48256,0.7,Ideal,J,VS2,62.0,58.0,1953.0,5.66,5.69,3.52 +33892,0.3,Premium,E,VS2,62.3,58.0,844.0,4.32,4.28,2.68 +33604,0.31,Very Good,D,SI2,61.5,60.0,462.0,4.31,4.34,2.66 +48173,0.54,Premium,I,VVS2,60.9,59.0,1944.0,5.28,5.26,3.21 +5724,0.25,Very Good,E,VVS2,63.0,55.0,575.0,4.0,4.03,2.53 +19149,1.26,Very Good,G,SI1,63.3,58.0,7910.0,6.88,6.84,4.34 +3228,0.72,Ideal,G,VVS2,62.0,55.0,3352.0,5.72,5.76,3.56 +23128,1.51,Premium,G,SI1,62.6,58.0,11153.0,7.27,7.3,4.56 +50493,0.7,Premium,G,SI2,61.9,58.0,2268.0,5.64,5.6,3.48 +19458,1.01,Ideal,G,VVS2,62.2,54.0,8104.0,6.41,6.48,4.01 +26316,2.01,Very Good,I,VS2,62.5,58.0,15819.0,7.97,8.05,5.01 +18164,1.12,Ideal,G,VS2,62.1,55.0,7364.0,6.64,6.67,4.13 +36393,0.31,Ideal,E,VVS1,60.5,57.0,942.0,4.38,4.41,2.66 +44684,0.5,Premium,D,SI1,62.8,58.0,1610.0,5.06,5.03,3.17 +20256,1.41,Premium,H,VS2,62.0,58.0,8686.0,7.19,7.12,4.44 +24981,1.75,Premium,D,SI2,60.6,60.0,13485.0,7.78,7.74,4.7 +967,0.86,Ideal,H,SI2,61.8,55.0,2892.0,6.12,6.14,3.79 +16593,1.03,Premium,G,VS1,62.2,59.0,6628.0,6.41,6.46,4.0 +6037,0.25,Ideal,F,VVS1,60.9,57.0,575.0,4.06,4.09,2.48 +43121,0.52,Ideal,D,SI2,62.9,56.0,1385.0,5.17,5.14,3.24 +15118,1.18,Ideal,H,SI1,61.6,55.5,6076.0,6.77,6.85,4.19 +17686,1.23,Ideal,H,VS2,62.2,55.0,7130.0,6.81,6.85,4.25 +48554,0.7,Very Good,D,SI2,60.9,60.0,1990.0,5.68,5.72,3.47 +50286,0.31,Ideal,D,SI1,62.3,55.0,541.0,4.33,4.34,2.7 +6322,1.11,Very Good,H,SI2,63.4,55.0,4028.0,6.54,6.51,4.14 +25859,2.04,Good,F,SI2,64.0,57.0,14936.0,8.04,7.98,5.13 +34032,0.4,Very Good,D,VS2,62.3,60.0,850.0,4.66,4.68,2.91 +53576,0.7,Ideal,E,VS2,62.7,56.0,2697.0,5.73,5.63,3.56 +49471,0.7,Ideal,H,SI1,62.1,56.0,2113.0,5.74,5.67,3.54 +10260,1.01,Premium,E,SI2,62.6,59.0,4751.0,6.39,6.36,3.99 +40286,0.3,Ideal,G,VS2,62.2,54.0,495.0,4.29,4.33,2.68 +25333,1.75,Ideal,H,VS2,62.2,56.3,14033.0,7.66,7.71,4.79 +50728,0.7,Ideal,H,SI1,62.5,55.0,2294.0,5.69,5.71,3.56 +4366,1.01,Very Good,D,SI2,59.1,63.0,3605.0,6.54,6.59,3.88 +10395,0.31,Premium,G,SI1,61.9,56.0,593.0,4.38,4.34,2.7 +26619,2.07,Very Good,I,VS2,60.6,58.0,16378.0,8.24,8.29,5.01 +8572,1.0,Good,E,SI1,63.1,64.0,4435.0,6.31,6.25,3.96 +3862,0.72,Ideal,G,VS1,61.0,55.0,3478.0,5.81,5.83,3.55 +38611,0.31,Premium,J,VS2,62.5,60.0,488.0,4.36,4.31,2.71 +23896,1.53,Ideal,F,SI1,61.6,56.0,11999.0,7.34,7.39,4.54 +28035,0.3,Ideal,E,VS2,62.5,56.0,658.0,4.28,4.3,2.68 +16253,1.01,Ideal,F,VS2,62.6,57.0,6501.0,6.39,6.43,4.01 +22411,1.52,Premium,D,SI2,59.8,60.0,10433.0,7.42,7.5,4.46 +3168,0.75,Ideal,F,SI1,61.8,56.0,3336.0,5.84,5.87,3.62 +42280,0.23,Ideal,F,VVS1,62.4,55.0,505.0,3.94,3.95,2.46 +1256,0.92,Ideal,H,SI2,58.5,57.0,2947.0,6.37,6.34,3.72 +13923,1.01,Fair,G,VS2,67.8,59.0,5666.0,6.07,6.02,4.1 +27409,2.16,Ideal,G,SI2,62.5,54.2,18001.0,8.23,8.27,5.16 +14819,1.0,Premium,G,VS2,60.0,59.0,5967.0,6.52,6.47,3.9 +9491,1.1,Very Good,E,SI2,60.1,62.0,4607.0,6.65,6.69,4.01 +16090,1.01,Good,D,VS2,61.6,61.0,6429.0,6.43,6.45,3.97 +1474,0.74,Ideal,E,VS2,62.7,54.0,2984.0,5.8,5.77,3.63 +37510,0.36,Ideal,G,IF,61.7,56.0,985.0,4.57,4.6,2.83 +37405,0.51,Ideal,H,SI2,61.8,53.0,983.0,5.14,5.18,3.19 +14596,1.21,Premium,D,SI2,62.2,60.0,5889.0,6.8,6.83,4.24 +32445,0.43,Very Good,F,SI1,62.9,60.0,792.0,4.77,4.8,3.01 +10096,0.9,Very Good,D,VS2,63.2,58.0,4712.0,6.16,6.09,3.87 +17749,1.51,Ideal,I,SI1,62.2,56.0,7145.0,7.36,7.27,4.55 +32847,0.4,Very Good,G,VS2,62.9,56.0,807.0,4.69,4.72,2.96 +13450,1.02,Ideal,H,SI1,60.9,57.0,5522.0,6.51,6.55,3.98 +38059,0.41,Ideal,E,VVS2,62.5,57.0,1013.0,4.71,4.76,2.96 +14118,1.2,Very Good,I,VS2,62.5,59.0,5724.0,6.73,6.77,4.22 +29264,0.31,Premium,E,SI1,58.3,60.0,698.0,4.51,4.48,2.62 +30721,0.41,Good,D,SI1,63.2,57.0,738.0,4.73,4.77,3.0 +8145,1.01,Premium,H,SI2,61.3,59.0,4355.0,6.47,6.41,3.95 +7905,1.01,Very Good,I,SI1,63.1,57.0,4313.0,6.32,6.36,4.0 +23557,1.51,Premium,E,SI1,62.8,59.0,11565.0,7.3,7.26,4.57 +11066,0.34,Premium,E,SI1,61.8,58.0,596.0,4.47,4.5,2.77 +18875,1.52,Ideal,J,VS1,61.3,55.0,7740.0,7.42,7.39,4.54 +30989,0.37,Very Good,H,VVS2,62.2,59.0,746.0,4.54,4.56,2.83 +28184,0.37,Premium,H,SI1,60.4,59.0,666.0,4.63,4.58,2.78 +22501,1.22,Ideal,D,VS2,61.7,56.0,10538.0,6.89,6.86,4.24 +3866,0.9,Very Good,G,SI2,60.3,63.0,3478.0,6.33,6.25,3.79 +18292,1.17,Very Good,F,VS2,62.4,56.0,7432.0,6.71,6.76,4.2 +11938,1.05,Ideal,H,SI1,62.4,57.0,5128.0,6.49,6.52,4.06 +18553,1.24,Good,E,SI1,63.5,55.0,7563.0,6.82,6.86,4.35 +31920,0.3,Ideal,G,VS1,62.8,57.0,776.0,4.29,4.25,2.68 +25982,2.01,Premium,J,VS1,60.1,59.0,15185.0,8.25,8.18,4.94 +6942,1.04,Premium,I,SI2,61.3,59.0,4141.0,6.5,6.46,3.97 +963,0.71,Ideal,E,VS2,61.6,56.0,2891.0,5.74,5.76,3.54 +27025,2.74,Very Good,J,SI2,61.5,62.0,17164.0,8.87,8.9,5.46 +12751,1.0,Very Good,D,SI1,63.2,59.0,5320.0,6.29,6.4,4.01 +833,0.95,Premium,F,SI2,58.4,57.0,2867.0,6.49,6.41,3.77 +45045,0.53,Ideal,F,SI1,61.9,55.0,1639.0,5.19,5.21,3.22 +3191,0.9,Fair,E,SI2,64.5,57.0,3342.0,6.13,6.09,3.94 +47065,0.52,Ideal,D,VS2,61.6,55.0,1822.0,5.15,5.2,3.19 +15657,1.04,Premium,H,VVS2,59.1,60.0,6278.0,6.66,6.6,3.92 +34941,0.23,Very Good,H,VVS2,62.0,55.0,378.0,3.93,3.95,2.44 +53294,0.3,Good,D,SI1,63.3,59.0,552.0,4.22,4.25,2.68 +27042,0.32,Ideal,G,VS1,62.1,55.0,645.0,4.38,4.41,2.73 +19616,1.11,Ideal,F,VS2,60.9,57.0,8233.0,6.69,6.75,4.09 +51401,0.74,Premium,D,SI1,59.5,60.0,2369.0,5.95,5.88,3.52 +33235,0.42,Ideal,G,VS1,61.0,56.0,823.0,4.82,4.86,2.95 +50068,0.7,Ideal,H,SI2,61.6,56.0,2202.0,5.69,5.71,3.51 +11886,1.06,Premium,G,SI1,62.2,57.0,5113.0,6.53,6.47,4.04 +36786,0.34,Premium,E,VS2,60.9,60.0,956.0,4.51,4.49,2.74 +33392,0.32,Ideal,F,VVS1,61.0,56.0,828.0,4.42,4.47,2.71 +15471,1.58,Premium,F,SI2,59.1,59.0,6194.0,7.68,7.59,4.51 +21406,1.5,Very Good,I,VS1,62.7,59.0,9519.0,7.19,7.26,4.53 +24525,1.9,Premium,F,SI2,62.9,61.0,12812.0,7.78,7.73,4.88 +2300,0.9,Good,G,SI2,63.3,59.0,3162.0,6.07,6.12,3.86 +8736,1.04,Ideal,H,SI2,61.7,57.0,4461.0,6.49,6.54,4.02 +19277,1.52,Fair,H,SI1,65.3,58.0,8001.0,7.14,7.1,4.65 +6084,0.8,Ideal,E,VS2,61.4,56.0,3972.0,5.97,6.02,3.68 +14356,1.06,Premium,G,VS2,62.3,59.0,5813.0,6.52,6.49,4.05 +6042,0.32,Ideal,H,SI1,60.6,57.0,576.0,4.44,4.4,2.68 +5865,1.03,Ideal,J,SI1,62.6,57.0,3922.0,6.45,6.43,4.03 +38613,0.31,Premium,J,VS2,62.4,60.0,488.0,4.33,4.29,2.69 +27625,2.38,Premium,H,VS1,60.9,59.0,18522.0,8.62,8.59,5.24 +49594,0.72,Ideal,J,VVS2,60.9,58.0,2136.0,5.74,5.78,3.51 +53410,0.71,Ideal,F,SI1,60.9,55.0,2669.0,5.74,5.88,3.54 +35817,0.31,Ideal,F,IF,62.3,54.0,914.0,4.37,4.39,2.73 +45845,0.5,Very Good,G,VVS2,62.2,61.0,1715.0,5.07,5.09,3.16 +37445,0.51,Very Good,J,VS2,61.9,61.0,984.0,5.09,5.12,3.16 +25308,2.0,Premium,H,SI1,59.8,60.0,13986.0,8.04,8.01,4.8 +21226,1.28,Ideal,G,VS1,62.7,53.0,9372.0,6.94,6.97,4.36 +7825,0.9,Very Good,G,VS2,60.5,60.0,4296.0,6.2,6.24,3.76 +12814,1.04,Premium,H,VS2,59.6,58.0,5344.0,6.63,6.55,3.93 +47613,0.53,Ideal,G,VVS2,60.4,55.0,1881.0,5.26,5.3,3.19 +3869,0.96,Very Good,D,SI2,60.2,63.0,3480.0,6.3,6.36,3.81 +21349,1.73,Premium,F,SI2,62.4,60.0,9494.0,7.6,7.55,4.73 +40685,0.5,Good,E,SI1,63.7,59.0,1155.0,5.07,5.01,3.21 +14740,1.15,Good,H,VS1,64.3,54.0,5935.0,6.66,6.62,4.27 +20823,1.0,Premium,E,VVS2,62.7,60.0,9050.0,6.34,6.32,3.97 +23865,1.51,Premium,F,SI1,63.0,58.0,11957.0,7.32,7.28,4.6 +23372,0.33,Ideal,D,SI2,62.4,56.0,631.0,4.44,4.41,2.76 +14967,1.01,Ideal,G,VS2,63.0,57.0,6027.0,6.42,6.35,4.02 +47355,0.5,Ideal,E,VS2,63.8,54.0,1845.0,5.07,5.05,3.23 +45114,0.54,Premium,D,SI1,62.6,57.0,1650.0,5.21,5.12,3.23 +21722,1.52,Premium,D,SI2,61.5,60.0,9789.0,7.44,7.39,4.56 +27876,0.44,Ideal,H,SI2,62.3,54.0,654.0,4.89,4.93,3.06 +24883,1.5,Good,G,VS2,61.4,58.8,13307.0,7.32,7.37,4.5 +2609,0.75,Very Good,F,VS1,60.9,59.0,3220.0,5.83,5.87,3.56 +27413,2.25,Premium,D,SI2,60.4,59.0,18007.0,8.54,8.48,5.13 +37509,0.36,Ideal,G,IF,61.5,56.0,985.0,4.59,4.62,2.83 +22096,1.17,Premium,D,VS1,61.7,59.0,10115.0,6.77,6.72,4.16 +48253,0.63,Fair,E,SI1,64.6,57.7,1952.0,5.36,5.41,3.47 +38416,0.35,Very Good,E,IF,57.9,56.0,1025.0,4.71,4.75,2.74 +28162,0.3,Ideal,H,VVS1,61.9,58.0,665.0,4.27,4.29,2.65 +11963,1.01,Premium,G,SI1,62.3,59.0,5139.0,6.38,6.3,3.95 +43185,0.54,Very Good,G,SI1,63.2,58.0,1392.0,5.15,5.16,3.26 +7900,1.0,Fair,G,SI1,64.7,60.0,4312.0,6.22,6.18,4.01 +5919,0.93,Premium,H,VS2,60.3,61.0,3937.0,6.39,6.25,3.81 +19781,1.01,Very Good,E,VS1,59.4,59.0,8348.0,6.52,6.54,3.88 +29071,0.34,Ideal,D,VS2,61.6,55.0,687.0,4.48,4.54,2.78 +20926,1.2,Premium,E,VS2,63.0,58.0,9139.0,6.75,6.71,4.24 +27993,0.3,Premium,E,VS2,60.4,58.0,658.0,4.3,4.34,2.61 +46595,0.54,Ideal,F,VS2,60.1,56.0,1786.0,5.31,5.28,3.18 +23175,1.5,Premium,H,VS1,62.1,59.0,11189.0,7.31,7.27,4.53 +27356,2.0,Good,G,SI1,59.1,61.0,17930.0,8.14,8.18,4.82 +38544,0.34,Ideal,D,VS2,62.0,54.0,1033.0,4.52,4.48,2.79 +52605,0.84,Very Good,J,VS1,61.9,58.0,2544.0,6.03,6.05,3.74 +170,0.71,Good,E,VS2,59.2,61.0,2772.0,5.8,5.88,3.46 +49886,0.63,Premium,H,VVS1,61.3,61.0,2177.0,5.49,5.44,3.35 +39951,0.33,Premium,D,SI2,62.7,58.0,492.0,4.39,4.41,2.76 +44349,0.56,Ideal,E,SI1,61.7,56.0,1580.0,5.3,5.33,3.28 +20159,1.21,Premium,G,VS1,62.7,58.0,8616.0,6.76,6.85,4.27 +9597,1.0,Fair,G,VS1,63.1,63.0,4630.0,6.38,6.29,4.0 +44472,0.59,Very Good,F,SI1,61.4,58.0,1595.0,5.39,5.45,3.33 +36442,0.31,Ideal,D,VS2,61.5,56.0,942.0,4.37,4.34,2.68 +29894,0.3,Ideal,D,VS2,62.0,55.0,710.0,4.31,4.34,2.68 +5096,1.02,Very Good,J,SI2,62.9,59.0,3755.0,6.34,6.41,4.01 +26671,0.23,Good,D,VVS1,60.3,66.0,425.0,3.91,3.95,2.37 +16631,1.09,Good,H,VVS2,58.8,61.0,6651.0,6.72,6.78,3.97 +24221,1.53,Ideal,F,SI1,62.6,55.0,12415.0,7.39,7.37,4.62 +39954,0.33,Good,G,SI1,63.2,57.0,492.0,4.39,4.44,2.79 +53161,0.72,Premium,E,VS2,60.4,59.0,2626.0,5.74,5.78,3.48 +37353,0.4,Ideal,D,VS2,61.5,55.0,982.0,4.71,4.75,2.91 +373,0.73,Very Good,D,SI1,63.1,57.0,2808.0,5.74,5.7,3.61 +51835,0.76,Very Good,G,SI2,62.0,57.0,2422.0,5.82,5.86,3.62 +22124,1.68,Premium,I,SI1,61.5,59.0,10151.0,7.63,7.58,4.68 +17904,1.34,Very Good,D,SI2,62.3,59.0,7230.0,6.99,7.03,4.37 +33090,0.29,Ideal,E,VVS2,61.9,56.0,815.0,4.22,4.24,2.62 +34157,0.33,Premium,G,VS1,59.2,59.0,854.0,4.54,4.51,2.68 +32430,0.33,Ideal,E,VS2,61.7,55.0,792.0,4.45,4.47,2.75 +1352,0.71,Very Good,E,VS2,62.9,57.0,2964.0,5.68,5.7,3.58 +24348,1.39,Very Good,E,VS1,60.9,61.0,12614.0,7.15,7.19,4.37 +27704,0.39,Good,I,VS2,62.3,61.0,648.0,4.6,4.61,2.87 +44529,0.53,Ideal,H,VS1,61.2,56.0,1601.0,5.23,5.26,3.21 +47269,0.7,Premium,J,VVS1,60.9,58.0,1844.0,5.74,5.79,3.51 +729,0.34,Ideal,E,SI1,62.2,54.0,556.0,4.47,4.5,2.79 +46466,0.7,Premium,J,VS2,62.0,62.0,1775.0,5.63,5.59,3.48 +44059,0.67,Ideal,H,SI1,62.1,54.0,1550.0,5.61,5.66,3.5 +20424,1.6,Ideal,H,SI2,61.5,55.0,8779.0,7.53,7.55,4.64 +27037,0.32,Ideal,F,VS2,62.4,57.0,645.0,4.34,4.38,2.72 +43993,0.3,Very Good,F,SI2,62.3,58.0,394.0,4.28,4.32,2.68 +38397,0.39,Premium,G,VS1,62.7,58.0,1024.0,4.69,4.63,2.92 +32932,0.33,Ideal,F,VVS2,61.4,56.0,810.0,4.44,4.49,2.74 +31055,0.38,Ideal,E,VS2,61.9,57.0,751.0,4.61,4.66,2.87 +44911,0.53,Ideal,D,SI1,62.0,55.0,1631.0,5.22,5.24,3.24 +44156,0.54,Ideal,I,VVS1,62.7,57.0,1564.0,5.14,5.22,3.25 +3676,0.9,Very Good,G,SI2,61.1,55.0,3445.0,6.21,6.26,3.81 +10952,1.03,Ideal,H,SI1,62.0,56.0,4900.0,6.43,6.5,4.01 +1187,0.72,Very Good,F,VS2,63.3,57.0,2931.0,5.69,5.72,3.61 +33746,0.31,Ideal,F,VVS1,62.4,54.0,840.0,4.33,4.35,2.71 +19521,1.0,Premium,F,VVS1,63.0,56.0,8154.0,6.37,6.32,4.0 +33774,0.48,Ideal,I,SI1,62.5,54.0,841.0,5.04,5.07,3.16 +2973,1.01,Very Good,I,SI2,61.5,62.0,3299.0,6.37,6.41,3.93 +11137,1.4,Premium,J,SI1,62.9,59.0,4939.0,7.16,7.07,4.48 +3316,0.9,Premium,H,SI2,58.3,60.0,3371.0,6.34,6.31,3.69 +8657,0.9,Very Good,H,VS1,62.1,57.0,4455.0,6.17,6.23,3.85 +4269,1.02,Premium,H,SI1,62.2,52.0,3581.0,6.47,6.43,4.01 +13889,1.28,Very Good,I,SI2,62.6,58.0,5654.0,6.87,6.89,4.32 +5232,1.04,Ideal,H,SI2,60.5,57.0,3786.0,6.55,6.51,3.95 +46151,0.5,Premium,G,VS1,59.7,60.0,1746.0,5.14,5.11,3.06 +11612,1.02,Very Good,H,SI1,64.4,59.0,5047.0,6.24,6.36,4.06 +11782,1.01,Very Good,E,SI1,63.1,57.0,5085.0,6.33,6.44,4.03 +15972,1.02,Ideal,F,VS2,61.0,56.0,6393.0,6.55,6.62,4.02 +50221,0.7,Very Good,F,SI1,61.7,61.0,2230.0,5.67,5.7,3.51 +39729,0.51,Ideal,G,SI2,61.3,58.0,1091.0,5.15,5.19,3.17 +23988,1.13,Ideal,D,VVS2,60.1,57.0,12150.0,6.78,6.83,4.09 +40035,0.4,Very Good,F,VVS1,62.9,55.0,1111.0,4.71,4.74,2.97 +36919,0.41,Premium,G,VS1,60.5,57.0,961.0,4.85,4.81,2.92 +41773,0.45,Good,G,VS1,60.7,60.4,1246.0,4.94,4.98,3.01 +14897,1.26,Premium,H,SI2,58.6,59.0,5998.0,7.09,7.04,4.14 +15838,1.01,Premium,E,VS2,60.2,58.0,6335.0,6.56,6.52,3.94 +49429,0.7,Premium,F,SI2,61.7,62.0,2107.0,5.69,5.65,3.5 +32580,0.36,Ideal,D,SI1,61.6,56.0,801.0,4.59,4.6,2.83 +42601,0.32,Premium,H,VS2,59.5,58.0,505.0,4.47,4.5,2.67 +5634,1.0,Good,I,SI1,60.5,57.0,3878.0,6.4,6.46,3.89 +29438,0.38,Premium,I,VS1,59.9,60.0,700.0,4.66,4.72,2.81 +48886,0.7,Good,E,SI1,65.0,57.0,2038.0,5.53,5.58,3.61 +31544,0.3,Ideal,E,VVS2,62.3,57.0,766.0,4.29,4.31,2.68 +16314,1.01,Very Good,G,VS1,63.5,59.0,6529.0,6.36,6.31,4.02 +35614,0.3,Premium,I,VS1,59.1,59.0,473.0,4.35,4.38,2.58 +25827,1.51,Premium,E,VS2,62.2,59.0,14844.0,7.4,7.36,4.59 +38254,0.31,Very Good,J,VS2,62.7,58.0,380.0,4.3,4.34,2.71 +33793,0.4,Premium,I,VVS1,62.7,59.0,842.0,4.67,4.71,2.94 +30283,0.34,Very Good,I,SI1,61.3,61.0,447.0,4.45,4.49,2.74 +35345,0.42,Ideal,H,SI1,62.7,56.0,898.0,4.78,4.76,2.99 +45676,0.52,Premium,E,VS2,62.5,60.0,1694.0,5.14,5.1,3.2 +45596,0.56,Ideal,I,IF,61.9,54.0,1689.0,5.29,5.34,3.29 +38722,0.41,Ideal,H,VVS1,62.7,54.0,1043.0,4.78,4.79,3.0 +36819,0.7,Fair,G,I1,67.3,59.0,956.0,5.51,5.45,3.69 +33612,0.31,Very Good,D,SI2,62.9,59.0,462.0,4.28,4.31,2.7 +44831,0.51,Ideal,E,SI1,62.9,57.0,1624.0,5.1,5.09,3.2 +16793,1.0,Premium,F,VS1,61.3,59.0,6692.0,6.45,6.42,3.95 +29655,0.35,Ideal,F,VS2,62.1,57.0,706.0,4.53,4.55,2.82 +20915,1.52,Very Good,I,SI1,62.8,62.0,9129.0,7.23,7.29,4.56 +33548,0.35,Premium,D,VS2,59.7,58.0,829.0,4.57,4.61,2.74 +736,0.31,Ideal,I,VVS1,62.2,53.0,557.0,4.36,4.38,2.72 +52728,0.73,Ideal,D,SI2,61.9,57.0,2557.0,5.76,5.81,3.58 +42627,0.32,Premium,H,VS2,60.6,58.0,505.0,4.44,4.47,2.7 +29368,0.31,Good,G,VS2,63.6,56.0,698.0,4.29,4.26,2.72 +21742,1.01,Very Good,F,VVS1,61.4,58.0,9810.0,6.39,6.44,3.94 +3641,0.71,Ideal,E,VS1,61.4,57.0,3435.0,5.81,5.78,3.56 +10408,0.31,Ideal,G,SI1,63.0,56.0,593.0,4.34,4.3,2.72 +7183,0.9,Very Good,F,VS2,61.2,59.0,4186.0,6.2,6.26,3.81 +25351,0.3,Good,F,SI1,57.2,62.0,641.0,4.45,4.39,2.53 +32251,0.31,Ideal,H,IF,62.2,54.0,789.0,4.38,4.4,2.73 +49115,0.62,Premium,F,VS2,61.4,59.0,2065.0,5.5,5.47,3.37 +51148,0.71,Premium,E,SI2,62.7,59.0,2343.0,5.7,5.66,3.56 +41309,0.57,Premium,I,VS1,61.6,58.0,1212.0,5.33,5.28,3.27 +14484,1.26,Very Good,H,VS2,63.1,58.0,5849.0,6.91,6.81,4.34 +32537,0.27,Premium,E,VVS2,59.0,59.0,799.0,4.27,4.24,2.51 +17039,1.3,Ideal,I,VS1,62.1,57.0,6806.0,6.98,7.04,4.35 +18594,1.15,Ideal,G,VS2,61.6,55.0,7587.0,6.74,6.76,4.16 +9740,1.32,Very Good,J,SI1,63.5,57.0,4657.0,6.98,6.95,4.42 +33048,0.3,Ideal,F,VVS1,61.6,58.0,814.0,4.27,4.3,2.64 +9704,0.32,Ideal,D,SI1,60.8,57.0,589.0,4.41,4.44,2.69 +41687,0.5,Ideal,E,SI2,61.4,57.0,1240.0,5.14,5.09,3.14 +15501,1.0,Good,F,VS2,63.8,58.0,6209.0,6.32,6.28,4.02 +26291,2.02,Ideal,H,SI2,62.7,57.0,15785.0,8.05,8.0,5.03 +49301,0.31,Good,H,VS1,64.0,59.0,539.0,4.25,4.28,2.73 +46658,0.51,Ideal,D,VS2,61.6,56.0,1787.0,5.15,5.17,3.18 +34508,0.4,Ideal,H,VVS2,61.1,55.0,868.0,4.75,4.78,2.91 +47610,0.64,Ideal,H,SI1,61.7,55.0,1880.0,5.54,5.57,3.43 +50837,0.7,Very Good,E,SI2,59.6,63.0,2310.0,5.76,5.71,3.42 +38354,0.36,Ideal,F,VVS1,61.5,54.0,1021.0,4.59,4.62,2.83 +1473,0.71,Premium,E,VS2,62.6,58.0,2982.0,5.72,5.68,3.57 +4568,0.93,Premium,H,SI1,62.8,58.0,3646.0,6.24,6.21,3.91 +49868,0.82,Very Good,J,SI2,62.0,58.0,2175.0,5.93,5.98,3.69 +5759,1.01,Premium,F,SI2,63.0,60.0,3897.0,6.35,6.28,3.98 +1835,0.9,Very Good,J,SI1,63.8,56.0,3061.0,6.11,6.14,3.91 +34646,0.31,Ideal,E,VS2,61.3,56.0,872.0,4.37,4.34,2.67 +32973,0.37,Very Good,E,VS2,61.1,57.0,811.0,4.63,4.66,2.84 +29855,0.3,Premium,D,VS2,60.6,59.0,710.0,4.28,4.36,2.62 +19154,1.01,Good,F,VVS2,62.7,61.0,7915.0,6.3,6.34,3.96 +3419,0.36,Very Good,H,VS2,61.0,60.0,568.0,4.55,4.6,2.79 +50724,0.55,Ideal,F,VVS2,60.8,56.0,2294.0,5.27,5.32,3.22 +27449,2.32,Ideal,H,SI1,62.6,57.0,18080.0,8.46,8.52,5.32 +26254,2.01,Premium,I,SI1,62.4,61.0,15707.0,8.01,7.99,4.99 +17714,0.41,Ideal,J,VS2,61.7,55.0,613.0,4.8,4.82,2.97 +34460,0.42,Ideal,I,VVS1,60.5,57.0,865.0,4.84,4.88,2.94 +32505,0.31,Ideal,G,VVS1,60.5,57.0,798.0,4.39,4.43,2.67 +38805,0.31,Premium,G,VVS1,60.5,60.0,1046.0,4.4,4.33,2.64 +13696,1.0,Very Good,G,VS2,61.8,59.0,5600.0,6.29,6.37,3.91 +33470,0.32,Premium,F,VS2,59.7,59.0,828.0,4.44,4.41,2.64 +38519,0.34,Ideal,D,VS2,62.1,55.0,1033.0,4.49,4.46,2.78 +11156,1.21,Very Good,H,SI1,63.5,58.0,4944.0,6.73,6.63,4.24 +34106,0.4,Very Good,G,VS1,60.0,56.0,853.0,4.81,4.85,2.9 +44528,0.6,Ideal,E,SI1,61.4,57.0,1601.0,5.52,5.46,3.37 +40334,0.4,Ideal,F,VVS1,61.5,56.0,1128.0,4.73,4.77,2.92 +13320,1.01,Very Good,E,SI1,62.9,58.0,5499.0,6.35,6.41,4.01 +35419,0.4,Premium,G,SI1,61.4,60.0,900.0,4.71,4.67,2.88 +27418,2.0,Good,H,VS2,63.8,59.0,18023.0,7.88,8.01,5.07 +21400,1.51,Ideal,E,SI2,62.9,57.0,9513.0,7.29,7.23,4.57 +5744,0.91,Good,F,SI1,66.1,57.0,3893.0,5.99,6.03,3.97 +30584,0.31,Ideal,D,VS2,62.2,57.0,734.0,4.31,4.34,2.69 +5163,0.9,Premium,F,SI2,61.5,59.0,3770.0,6.2,6.23,3.82 +13217,1.2,Good,I,SI1,64.4,61.0,5458.0,6.52,6.59,4.22 +29276,0.31,Premium,I,VVS2,62.1,58.0,698.0,4.33,4.3,2.68 +14343,1.22,Ideal,I,SI1,60.2,58.0,5807.0,6.96,6.9,4.17 +14096,1.23,Premium,I,SI1,60.3,58.0,5717.0,6.95,6.92,4.18 +40117,0.41,Ideal,F,VVS2,61.7,57.0,1115.0,4.73,4.8,2.94 +3571,0.7,Good,E,VS1,58.4,61.0,3419.0,5.85,5.89,3.43 +7687,0.65,Ideal,D,VVS2,60.7,57.0,4275.0,5.63,5.65,3.42 +53917,0.74,Good,D,SI1,63.1,59.0,2753.0,5.71,5.74,3.61 +8902,1.07,Premium,I,VS2,60.7,58.0,4491.0,6.62,6.66,4.03 +47970,0.52,Ideal,D,VS2,61.8,55.0,1919.0,5.19,5.16,3.2 +36055,0.31,Good,G,IF,63.9,58.0,924.0,4.27,4.3,2.74 +44892,0.5,Ideal,E,VS2,63.0,54.0,1629.0,5.09,5.04,3.19 +22672,1.22,Very Good,F,VVS2,60.7,62.0,10719.0,6.81,6.84,4.14 +21353,1.22,Very Good,E,VS2,59.5,60.0,9495.0,6.91,7.0,4.14 +21630,1.0,Premium,F,VVS1,61.0,60.0,9724.0,6.39,6.43,3.91 +37041,0.4,Ideal,G,VVS1,61.7,57.0,967.0,4.75,4.78,2.94 +21194,1.51,Good,E,SI2,63.1,58.0,9343.0,7.28,7.31,4.6 +44685,0.5,Ideal,D,SI1,62.1,57.0,1610.0,5.08,5.03,3.14 +51609,0.7,Premium,F,SI1,60.1,56.0,2394.0,5.84,5.78,3.49 +23355,0.3,Ideal,I,SI1,61.2,58.0,422.0,4.28,4.31,2.63 +38830,0.43,Premium,E,VS2,61.6,59.0,1048.0,4.84,4.81,2.97 +23576,1.5,Very Good,E,SI1,59.6,58.0,11586.0,7.38,7.41,4.41 +33732,0.39,Ideal,E,VS2,60.5,56.0,839.0,4.75,4.77,2.88 +41669,0.4,Ideal,I,VVS2,61.4,56.0,1240.0,4.76,4.79,2.93 +28416,0.43,Good,D,SI2,63.4,57.0,669.0,4.78,4.81,3.04 +51959,0.56,Ideal,G,IF,62.0,56.0,2442.0,5.3,5.32,3.29 +46565,0.53,Premium,D,VS2,62.4,59.0,1783.0,5.14,5.18,3.22 +33042,0.32,Ideal,G,VVS1,61.2,56.0,814.0,4.42,4.44,2.71 +31061,0.38,Good,F,VS2,62.7,58.0,752.0,4.56,4.6,2.87 +25372,0.28,Ideal,F,VVS2,62.5,57.0,642.0,4.18,4.21,2.62 +29713,0.31,Good,H,VVS1,63.3,56.0,707.0,4.3,4.32,2.73 +42121,0.5,Good,F,VS2,57.8,63.0,1279.0,5.2,5.15,2.99 +49307,0.3,Ideal,I,VVS1,62.1,57.0,540.0,4.29,4.34,2.68 +51086,0.89,Fair,I,VS1,68.2,65.0,2334.0,5.82,5.74,3.94 +2704,0.31,Ideal,G,VS2,61.1,57.0,562.0,4.37,4.4,2.68 +29339,0.31,Very Good,H,VS1,63.1,58.0,698.0,4.3,4.26,2.7 +47465,0.52,Ideal,G,VVS2,60.9,56.0,1858.0,5.22,5.26,3.19 +17355,1.33,Premium,E,SI2,62.5,58.0,6963.0,6.99,7.03,4.38 +33949,0.31,Ideal,H,SI1,61.1,56.0,464.0,4.35,4.39,2.67 +39664,0.42,Premium,G,VS2,60.6,58.0,1087.0,4.88,4.83,2.94 +41371,0.51,Good,G,SI1,63.6,55.0,1220.0,5.03,5.06,3.21 +38607,0.4,Ideal,F,VVS2,62.9,55.0,1039.0,4.75,4.72,2.98 +46183,0.56,Ideal,E,VS2,61.6,57.0,1747.0,5.32,5.3,3.27 +4694,1.0,Good,G,SI2,63.4,60.0,3676.0,6.22,6.34,3.98 +51756,0.7,Premium,H,VVS1,60.9,60.0,2406.0,5.76,5.71,3.49 +23799,1.51,Ideal,H,VS1,60.8,57.0,11856.0,7.43,7.46,4.53 +21208,1.51,Ideal,I,VS2,61.6,57.0,9352.0,7.34,7.28,4.5 +14334,1.04,Ideal,H,VS2,60.7,56.0,5805.0,6.56,6.61,4.0 +14319,1.32,Premium,J,VS2,60.4,58.0,5800.0,7.11,7.14,4.3 +45619,0.55,Ideal,F,VS2,61.7,57.0,1692.0,5.24,5.29,3.25 +51406,0.54,Premium,E,VVS1,62.7,58.0,2370.0,5.16,5.21,3.25 +46479,0.6,Very Good,D,SI1,60.3,58.0,1777.0,5.44,5.51,3.3 +504,0.7,Ideal,D,SI1,59.7,58.0,2822.0,5.82,5.77,3.46 +9919,1.13,Premium,H,SI1,62.1,58.0,4689.0,6.7,6.66,4.15 +3108,0.69,Very Good,G,VVS1,60.8,55.0,3323.0,5.74,5.77,3.5 +2151,0.7,Very Good,G,VS1,61.6,57.0,3127.0,5.69,5.73,3.52 +24164,1.71,Premium,H,SI1,62.8,58.0,12338.0,7.62,7.53,4.76 +52240,0.74,Premium,H,VS2,59.9,57.0,2485.0,5.91,5.87,3.53 +14369,1.09,Ideal,F,SI1,62.0,56.0,5816.0,6.59,6.61,4.09 +10313,1.25,Ideal,J,SI1,62.7,57.0,4764.0,6.86,6.88,4.31 +14518,1.01,Premium,G,VS2,61.2,58.0,5864.0,6.49,6.46,3.96 +15555,1.34,Very Good,J,VS1,63.0,57.0,6237.0,6.9,7.01,4.38 +40273,0.23,Ideal,F,VS1,61.9,56.0,493.0,3.94,3.96,2.44 +10861,1.24,Ideal,J,SI1,61.8,57.0,4875.0,6.92,6.86,4.26 +26229,2.01,Premium,H,VS2,62.8,59.0,15651.0,8.03,7.97,5.02 +29463,0.32,Premium,E,VS2,61.7,58.0,702.0,4.38,4.41,2.71 +28814,0.41,Ideal,I,VS2,61.5,55.0,683.0,4.79,4.83,2.96 +50323,0.7,Ideal,H,SI1,61.4,57.0,2240.0,5.64,5.76,3.5 +28545,0.3,Premium,H,VS1,61.4,59.0,675.0,4.33,4.3,2.65 +40539,0.36,Premium,G,IF,62.5,60.0,1148.0,4.53,4.49,2.82 +35810,0.31,Ideal,F,IF,61.2,57.0,914.0,4.35,4.38,2.67 +1169,0.8,Ideal,I,SI1,59.4,58.0,2927.0,6.07,6.09,3.61 +50254,0.73,Premium,I,VVS2,59.3,59.0,2234.0,5.91,5.87,3.49 +16495,1.02,Ideal,G,VS2,62.6,56.0,6591.0,6.4,6.44,4.02 +29726,0.31,Premium,H,VVS1,60.5,58.0,707.0,4.4,4.43,2.67 +1526,0.7,Very Good,D,VS2,59.7,59.0,2999.0,5.82,5.78,3.46 +37173,0.32,Ideal,D,VS2,62.2,55.0,972.0,4.41,4.37,2.73 +32669,0.31,Ideal,G,VS1,61.4,56.0,802.0,4.37,4.36,2.68 +7701,1.01,Fair,D,SI1,65.9,60.0,4276.0,6.32,6.18,4.12 +21264,1.7,Ideal,J,VS2,62.5,57.0,9414.0,7.6,7.63,4.76 +27399,2.03,Premium,H,VS2,62.6,59.0,17975.0,8.06,8.1,5.06 +19653,1.72,Fair,D,SI2,64.6,58.0,8264.0,7.53,7.46,4.84 +6834,1.01,Good,I,VS2,62.8,59.0,4121.0,6.34,6.4,4.0 +18719,0.3,Very Good,G,VS1,61.7,57.0,620.0,4.28,4.32,2.65 +42415,0.52,Very Good,G,SI1,61.7,57.0,1311.0,5.13,5.16,3.17 +45900,0.52,Ideal,D,SI1,61.8,57.0,1720.0,5.19,5.14,3.19 +5191,1.07,Ideal,J,SI1,60.8,56.0,3775.0,6.61,6.57,4.01 +15174,1.01,Very Good,H,VVS2,63.3,57.0,6097.0,6.39,6.35,4.03 +48172,0.54,Very Good,F,SI1,63.5,58.0,1944.0,5.21,5.15,3.29 +10086,1.12,Ideal,G,SI2,62.4,56.0,4712.0,6.63,6.67,4.15 +40169,0.38,Very Good,D,VS2,63.4,55.0,1117.0,4.67,4.63,2.95 +22049,0.31,Good,I,VS1,63.9,56.0,628.0,4.3,4.28,2.74 +12007,1.0,Good,G,VS2,63.8,59.0,5148.0,6.26,6.34,4.02 +40147,0.38,Ideal,F,VS1,61.3,56.0,1116.0,4.68,4.72,2.88 +26497,2.31,Premium,J,VVS1,62.1,58.0,16100.0,8.49,8.42,5.25 +35729,0.3,Ideal,D,VS2,62.5,55.0,911.0,4.31,4.3,2.69 +10936,0.9,Good,F,VS1,62.8,60.0,4898.0,6.11,6.15,3.85 +2960,0.7,Fair,D,VVS2,58.5,62.0,3296.0,5.72,5.81,3.37 +20724,0.31,Very Good,F,VS2,62.8,56.0,625.0,4.28,4.32,2.7 +34994,0.46,Ideal,F,SI2,61.4,56.0,881.0,4.97,5.0,3.06 +42226,0.39,Premium,F,VVS1,62.7,57.0,1290.0,4.68,4.64,2.92 +23849,1.51,Very Good,H,VVS2,63.1,59.0,11934.0,7.28,7.26,4.59 +5444,0.9,Very Good,E,SI1,63.2,57.0,3830.0,6.15,6.12,3.88 +33781,0.32,Ideal,G,VVS1,61.9,56.0,842.0,4.39,4.4,2.72 +23793,1.46,Good,E,VS2,63.9,57.0,11851.0,7.06,7.12,4.53 +49019,0.5,Ideal,F,VVS2,62.2,54.0,2052.0,5.09,5.11,3.17 +24809,1.54,Very Good,D,SI1,63.0,59.0,13196.0,7.31,7.35,4.62 +49595,0.71,Ideal,G,SI1,61.4,57.0,2136.0,5.76,5.8,3.55 +44257,0.51,Premium,F,VS2,60.1,59.0,1574.0,5.2,5.18,3.12 +15124,1.33,Fair,G,SI2,63.0,62.0,6078.0,6.9,6.87,4.34 +39578,0.31,Ideal,H,IF,60.8,56.0,1081.0,4.42,4.4,2.68 +11556,0.91,Very Good,D,SI1,62.8,58.0,5033.0,6.16,6.19,3.88 +22516,1.51,Ideal,G,VS2,62.8,57.0,10553.0,7.33,7.26,4.58 +39498,0.41,Premium,E,VS1,61.9,59.0,1079.0,4.77,4.8,2.96 +39391,0.5,Ideal,I,SI1,62.3,56.0,1076.0,5.04,5.08,3.15 +35763,0.4,Very Good,E,VS2,62.2,58.0,912.0,4.67,4.72,2.92 +52939,0.7,Very Good,E,SI1,63.3,60.0,2592.0,5.59,5.56,3.53 +41123,0.44,Premium,H,VVS1,60.1,58.0,1196.0,4.96,4.92,2.97 +19972,1.5,Premium,D,SI2,58.9,60.0,8518.0,7.48,7.45,4.4 +1758,0.83,Ideal,G,SI1,62.1,57.0,3044.0,6.03,5.95,3.72 +10134,0.97,Premium,D,SI1,62.0,60.0,4721.0,6.25,6.29,3.89 +11860,1.04,Ideal,I,VS2,61.5,57.0,5105.0,6.49,6.52,4.0 +29317,0.31,Ideal,H,VS1,62.6,55.0,698.0,4.38,4.34,2.73 +35228,0.46,Ideal,I,VS2,62.2,54.7,893.0,4.95,4.97,3.09 +53556,0.8,Ideal,I,VS2,62.6,54.0,2694.0,5.93,5.96,3.72 +5374,0.3,Premium,D,SI2,61.2,60.0,574.0,4.31,4.28,2.63 +26484,1.0,Very Good,D,IF,63.3,59.0,16073.0,6.37,6.33,4.02 +18483,1.5,Premium,I,SI2,60.8,58.0,7526.0,7.34,7.24,4.43 +43931,0.3,Ideal,I,VVS2,62.2,56.0,515.0,4.27,4.31,2.67 +25990,2.11,Premium,D,SI2,58.7,60.0,15198.0,8.45,8.41,4.95 +53852,0.71,Ideal,H,VVS1,62.1,57.0,2742.0,5.67,5.7,3.53 +10228,1.2,Ideal,J,SI2,63.3,54.0,4744.0,6.78,6.72,4.27 +10293,1.2,Very Good,D,SI2,63.5,59.0,4758.0,6.61,6.56,4.18 +19553,1.5,Very Good,H,SI2,62.5,60.0,8184.0,7.25,7.32,4.55 +36695,0.39,Ideal,G,VVS2,62.0,54.5,952.0,4.67,4.7,2.91 +3600,0.7,Premium,D,VS1,61.2,60.0,3425.0,5.69,5.71,3.49 +591,0.71,Good,E,VS2,62.8,60.0,2836.0,5.6,5.65,3.53 +50127,0.47,Fair,D,IF,60.6,60.0,2211.0,5.09,4.98,3.05 +22748,1.5,Very Good,F,SI1,62.6,60.0,10766.0,7.18,7.27,4.52 +43589,0.41,Ideal,E,VVS2,61.7,56.0,1432.0,4.77,4.8,2.95 +6473,1.03,Ideal,J,SI2,62.4,56.0,4054.0,6.44,6.48,4.03 +16651,1.02,Very Good,F,VS2,63.2,57.0,6659.0,6.34,6.41,4.03 +2795,1.0,Good,F,SI2,59.4,64.0,3259.0,6.52,6.48,3.86 +53213,0.77,Ideal,I,VS1,61.4,56.0,2635.0,5.86,5.9,3.61 +1925,0.8,Ideal,F,SI1,61.0,56.0,3082.0,6.05,5.98,3.67 +52380,0.7,Very Good,G,VS2,61.9,55.0,2507.0,5.63,5.71,3.51 +45277,0.54,Ideal,F,VS2,60.3,55.0,1662.0,5.26,5.32,3.19 +23449,1.6,Ideal,E,SI1,61.9,54.0,11437.0,7.56,7.5,4.66 +23879,1.82,Very Good,G,SI2,61.3,58.0,11971.0,7.83,7.94,4.83 +5925,0.92,Ideal,E,SI2,62.1,57.0,3941.0,6.26,6.2,3.87 +21911,1.8,Good,I,SI2,63.2,58.0,9979.0,7.66,7.75,4.87 +32416,0.41,Ideal,D,SI1,61.4,56.0,791.0,4.77,4.8,2.94 +26404,2.01,Good,H,SI1,63.2,58.0,15919.0,7.93,7.98,5.03 +45036,0.54,Premium,E,SI1,61.6,61.0,1637.0,5.23,5.2,3.21 +36566,0.3,Ideal,G,VVS1,61.4,56.0,945.0,4.34,4.32,2.66 +9027,1.05,Very Good,G,SI2,62.6,62.0,4516.0,6.45,6.49,4.05 +31754,0.4,Premium,D,SI1,59.9,60.0,772.0,4.75,4.77,2.85 +30319,0.36,Premium,G,VS1,61.7,59.0,726.0,4.55,4.59,2.82 +21849,1.5,Good,I,VVS2,63.3,58.0,9909.0,7.24,7.27,4.59 +40343,0.33,Premium,E,IF,60.8,58.0,1129.0,4.46,4.49,2.72 +1056,0.25,Premium,E,VS1,60.7,59.0,558.0,4.13,4.11,2.5 +43648,0.6,Premium,G,SI2,60.8,58.0,1433.0,5.49,5.44,3.32 +41166,0.38,Very Good,D,VVS2,60.0,62.0,1200.0,4.7,4.73,2.83 +23233,1.52,Good,G,VS2,63.3,57.0,11235.0,7.27,7.32,4.62 +786,0.62,Ideal,G,VVS2,61.6,56.0,2861.0,5.45,5.48,3.37 +45557,0.54,Premium,E,VS2,59.0,60.0,1687.0,5.38,5.32,3.15 +70,0.24,Premium,E,VVS1,60.7,58.0,553.0,4.01,4.03,2.44 +3983,1.01,Good,G,SI2,60.8,63.0,3512.0,6.36,6.4,3.88 +22902,1.5,Premium,F,SI1,61.9,60.0,10940.0,7.26,7.21,4.48 +45174,0.57,Ideal,H,VS2,61.6,57.0,1655.0,5.35,5.37,3.3 +31041,0.34,Ideal,D,VS1,61.4,56.0,749.0,4.5,4.53,2.77 +12837,1.05,Ideal,I,VVS2,61.8,54.0,5352.0,6.55,6.57,4.05 +32516,0.4,Premium,D,SI2,63.0,59.0,798.0,4.69,4.64,2.94 +52595,0.7,Ideal,H,VVS1,62.0,57.0,2541.0,5.66,5.7,3.52 +41046,0.31,Ideal,E,IF,60.4,56.0,1188.0,4.43,4.38,2.66 +6800,0.73,Very Good,D,VS1,61.1,59.0,4116.0,5.79,5.86,3.56 +44876,0.52,Ideal,D,VS2,61.9,54.0,1629.0,5.13,5.18,3.19 +10844,1.06,Premium,H,SI1,62.8,58.0,4872.0,6.49,6.47,4.07 +41555,0.5,Very Good,G,SI1,62.1,59.0,1237.0,5.09,5.12,3.17 +47931,0.56,Ideal,E,VS2,61.9,56.0,1915.0,5.32,5.27,3.28 +50722,0.71,Premium,I,VS2,62.1,59.0,2294.0,5.7,5.73,3.55 +14825,1.01,Good,E,VS2,61.2,62.0,5972.0,6.34,6.38,3.89 +40768,0.4,Ideal,E,VVS2,62.4,59.0,1166.0,4.7,4.73,2.94 +9092,0.91,Good,E,SI1,60.2,60.0,4523.0,6.17,6.26,3.74 +18797,1.0,Good,E,VVS2,64.1,57.0,7692.0,6.32,6.29,4.04 +32006,0.41,Ideal,J,IF,62.1,54.0,777.0,4.78,4.81,2.98 +6006,1.01,Very Good,H,SI2,63.4,55.0,3959.0,6.35,6.29,4.01 +32040,0.3,Ideal,E,VVS2,62.3,54.1,779.0,4.28,4.34,2.69 +2719,0.32,Good,E,SI1,62.5,61.0,564.0,4.32,4.35,2.71 +25691,0.38,Very Good,F,SI2,60.1,60.0,644.0,4.7,4.75,2.84 +15232,1.0,Premium,G,VS1,62.0,62.0,6115.0,6.38,6.33,3.94 +28868,0.32,Premium,F,SI1,62.3,55.0,684.0,4.44,4.39,2.75 +5520,1.0,Very Good,H,SI2,60.2,61.0,3850.0,6.44,6.48,3.89 +23236,1.71,Premium,I,VS1,60.6,57.0,11246.0,7.82,7.73,4.71 +24768,1.7,Premium,I,VVS2,61.7,57.4,13127.0,7.62,7.67,4.71 +49502,0.55,Ideal,D,VS1,61.8,55.0,2119.0,5.29,5.32,3.28 +23326,1.7,Premium,I,VS2,60.5,61.0,11369.0,7.68,7.65,4.64 +41060,0.5,Very Good,D,SI1,60.7,59.0,1190.0,5.11,5.04,3.08 +34789,0.4,Ideal,G,VS1,61.3,55.0,877.0,4.75,4.78,2.92 +22341,2.01,Ideal,I,SI1,62.8,57.0,10389.0,8.04,7.98,5.03 +44668,0.32,Ideal,H,VS2,61.5,55.0,523.0,4.41,4.44,2.72 +5464,1.23,Very Good,H,I1,61.9,60.6,3835.0,6.79,6.85,4.22 +51085,0.54,Ideal,F,VVS2,62.3,53.7,2334.0,5.22,5.26,3.26 +46420,0.5,Ideal,E,VS2,60.8,55.0,1768.0,5.19,5.16,3.15 +50233,0.7,Ideal,G,SI2,62.4,55.0,2232.0,5.66,5.72,3.55 +40868,0.55,Ideal,F,SI2,61.2,56.0,1175.0,5.23,5.29,3.22 +2095,0.9,Good,H,SI2,60.4,61.0,3114.0,6.14,6.22,3.73 +4168,0.9,Premium,F,SI2,60.7,59.0,3553.0,6.25,6.21,3.78 +554,0.53,Ideal,F,VVS1,61.8,57.0,2830.0,5.16,5.19,3.2 +9905,0.9,Premium,F,VS1,59.0,58.0,4687.0,6.33,6.29,3.72 +32742,0.31,Premium,G,VS1,62.2,58.0,802.0,4.38,4.34,2.71 +47043,0.57,Premium,G,VS1,60.2,57.0,1819.0,5.42,5.37,3.25 +25720,2.06,Premium,E,SI2,58.8,58.0,14634.0,8.42,8.35,4.93 +44510,0.52,Ideal,D,SI1,62.2,57.0,1600.0,5.13,5.16,3.2 +30403,0.32,Ideal,G,VVS2,62.1,55.0,730.0,4.35,4.38,2.71 +35792,0.34,Ideal,G,VVS1,61.8,56.0,913.0,4.48,4.51,2.78 +49446,0.7,Ideal,I,SI1,61.9,58.0,2110.0,5.66,5.68,3.51 +5221,1.2,Premium,J,SI2,61.7,57.0,3782.0,6.85,6.79,4.21 +23060,1.25,Premium,E,VS1,61.5,59.0,11088.0,6.95,6.91,4.26 +21785,2.02,Very Good,G,SI2,63.3,57.0,9853.0,8.03,7.96,5.06 +20796,1.25,Ideal,G,VS2,62.4,55.0,9030.0,6.93,6.86,4.3 +38631,0.31,Premium,I,VS1,62.3,59.0,489.0,4.29,4.35,2.69 +21401,1.51,Premium,I,VS1,63.0,59.0,9513.0,7.3,7.28,4.59 +29013,0.34,Very Good,H,VVS2,61.4,58.0,686.0,4.46,4.5,2.75 +49604,0.7,Good,H,VS2,64.1,58.0,2137.0,5.51,5.57,3.55 +53883,0.71,Fair,D,VS1,65.4,59.0,2747.0,5.62,5.58,3.66 +27305,2.03,Premium,F,SI1,61.3,59.0,17803.0,8.15,8.22,5.02 +23123,1.56,Ideal,F,SI1,61.2,57.0,11148.0,7.52,7.48,4.59 +36351,0.35,Good,E,VS1,61.3,65.0,938.0,4.51,4.53,2.77 +14562,1.0,Ideal,E,SI1,61.6,55.0,5880.0,6.45,6.43,3.97 +16229,1.01,Very Good,E,VS2,62.9,57.0,6488.0,6.37,6.43,4.02 +22522,2.01,Premium,I,SI2,62.7,58.0,10558.0,8.02,7.97,5.01 +49065,0.7,Very Good,F,SI1,58.4,63.0,2058.0,5.77,5.84,3.39 +36495,0.31,Very Good,E,IF,60.6,60.0,944.0,4.4,4.44,2.68 +40070,0.43,Premium,G,VS2,62.3,58.0,1113.0,4.85,4.81,3.01 +21257,1.57,Very Good,H,VS2,63.4,56.0,9407.0,7.46,7.4,4.71 +46662,0.51,Ideal,D,VS2,61.2,55.0,1787.0,5.13,5.17,3.15 +39420,0.41,Ideal,F,VS1,61.9,55.0,1076.0,4.8,4.76,2.96 +41910,0.4,Ideal,F,IF,61.8,55.0,1261.0,4.74,4.8,2.95 +51347,0.96,Ideal,I,I1,62.0,56.0,2363.0,6.3,6.34,3.92 +7707,1.04,Premium,G,SI2,60.9,58.0,4277.0,6.58,6.52,3.99 +4569,0.77,Ideal,F,VS1,61.2,56.0,3647.0,5.9,5.93,3.62 +48749,0.54,Very Good,D,VS1,63.0,54.0,2016.0,5.19,5.23,3.28 +47403,0.7,Fair,I,SI1,62.0,67.0,1848.0,5.54,5.5,3.42 +25482,1.5,Very Good,E,VS2,60.7,60.0,14256.0,7.32,7.41,4.47 +36970,0.34,Ideal,D,VS1,60.7,57.0,961.0,4.55,4.51,2.75 +12549,0.95,Good,E,VS2,57.7,58.0,5272.0,6.47,6.52,3.75 +21560,1.23,Ideal,F,VS1,62.5,54.0,9660.0,6.82,6.85,4.27 +18501,1.5,Premium,G,SI1,62.3,60.0,7535.0,7.27,7.17,4.5 +47014,0.56,Very Good,E,VS2,61.8,56.0,1819.0,5.28,5.31,3.27 +11682,1.11,Ideal,G,SI1,62.6,57.0,5061.0,6.64,6.59,4.14 +25468,1.36,Very Good,D,VVS2,62.6,58.0,14236.0,7.06,7.21,4.47 +42223,0.39,Ideal,D,VVS2,61.8,57.0,1290.0,4.71,4.67,2.9 +52510,0.51,Ideal,E,VVS1,62.0,57.0,2527.0,5.12,5.14,3.18 +30374,0.36,Good,H,VS2,63.7,55.0,729.0,4.52,4.49,2.87 +40703,0.4,Ideal,H,IF,62.7,57.0,1158.0,4.68,4.7,2.94 +16007,1.23,Ideal,E,SI2,61.2,55.0,6403.0,7.01,6.92,4.26 +20110,1.5,Ideal,G,SI2,62.0,57.0,8580.0,7.26,7.31,4.52 +31590,0.35,Very Good,E,VS2,58.9,59.0,767.0,4.59,4.64,2.72 +16082,1.04,Very Good,G,VS2,62.8,56.0,6424.0,6.42,6.48,4.05 +7335,0.9,Good,G,VS2,60.8,56.0,4210.0,6.14,6.19,3.75 +5365,0.91,Premium,G,SI1,62.2,57.0,3816.0,6.17,6.12,3.82 +14224,1.2,Ideal,I,VS1,59.3,57.0,5765.0,6.95,7.04,4.15 +48792,0.72,Premium,G,SI2,62.8,61.0,2022.0,5.68,5.59,3.54 +31053,0.34,Ideal,H,VVS1,61.6,53.0,751.0,4.5,4.52,2.78 +13436,1.03,Ideal,G,SI1,61.6,55.0,5518.0,6.48,6.52,4.0 +5034,1.03,Fair,H,SI2,66.3,57.0,3749.0,6.35,6.25,4.18 +22945,1.56,Premium,H,SI1,61.9,59.0,10990.0,7.46,7.4,4.6 +45294,0.51,Ideal,E,VS2,61.0,57.0,1662.0,5.21,5.12,3.15 +5081,0.91,Ideal,I,VS2,62.2,56.0,3751.0,6.22,6.18,3.86 +5094,1.14,Ideal,F,I1,61.7,57.0,3755.0,6.67,6.7,4.13 +14288,1.09,Very Good,G,VS2,59.9,56.0,5783.0,6.59,6.73,3.99 +11446,1.01,Premium,G,SI1,61.5,59.0,5006.0,6.48,6.43,3.97 +1782,0.75,Ideal,E,SI1,61.4,55.0,3049.0,5.8,5.86,3.58 +777,0.7,Premium,D,VS2,59.6,61.0,2859.0,5.8,5.77,3.45 +42058,0.56,Ideal,H,SI1,62.3,53.0,1270.0,5.28,5.31,3.3 +16422,1.27,Very Good,I,SI1,60.7,61.0,6559.0,6.97,6.91,4.21 +39525,0.4,Premium,I,VVS1,60.8,58.0,1080.0,4.78,4.76,2.9 +53338,0.74,Premium,D,SI1,60.6,60.0,2655.0,5.88,5.84,3.55 +46301,0.3,Ideal,H,VS1,61.3,56.0,526.0,4.31,4.33,2.65 +35451,0.32,Ideal,E,VS2,62.9,56.0,900.0,4.39,4.36,2.75 +10741,1.01,Very Good,J,VVS2,62.2,56.0,4850.0,6.37,6.42,3.98 +27654,2.0,Ideal,H,SI1,65.0,61.0,18604.0,7.9,7.79,5.11 +28870,0.32,Premium,F,SI1,60.0,59.0,684.0,4.45,4.42,2.66 +41635,0.32,Ideal,J,VS2,62.1,54.0,504.0,4.44,4.38,2.74 +44268,0.52,Good,G,VS1,63.9,56.0,1576.0,5.08,5.12,3.26 +1769,0.73,Fair,D,VS1,66.0,54.0,3047.0,5.56,5.66,3.7 +53021,0.81,Good,H,SI1,65.0,56.0,2599.0,5.85,5.88,3.81 +38032,0.38,Ideal,F,VVS2,61.7,55.4,1010.0,4.66,4.68,2.88 +41941,0.29,Very Good,D,VS1,62.9,55.0,504.0,4.21,4.25,2.66 +4848,0.71,Ideal,F,VS1,60.8,56.0,3710.0,5.81,5.82,3.54 +50422,0.57,Ideal,G,VVS1,62.0,55.0,2259.0,5.33,5.35,3.31 +44170,0.53,Ideal,F,VS2,62.3,55.0,1566.0,5.17,5.2,3.23 +22926,1.59,Very Good,G,SI1,59.5,61.0,10963.0,7.57,7.65,4.53 +28064,0.31,Ideal,E,SI1,61.1,56.0,660.0,4.39,4.41,2.69 +29706,0.31,Very Good,G,VVS2,62.6,57.0,707.0,4.29,4.33,2.7 +17135,1.26,Ideal,H,SI1,61.0,56.0,6837.0,7.04,7.0,4.28 +52893,0.73,Very Good,G,SI1,60.6,59.0,2585.0,5.83,5.85,3.54 +40151,0.35,Ideal,E,VVS1,60.7,57.0,1116.0,4.57,4.53,2.76 +27601,2.03,Ideal,F,SI2,63.3,55.0,18458.0,7.96,8.05,5.08 +17822,1.33,Ideal,I,VS2,62.5,54.0,7186.0,7.02,7.05,4.4 +36205,0.41,Very Good,G,VVS2,61.9,54.0,932.0,4.77,4.82,2.96 +24063,1.37,Ideal,G,VVS2,62.3,55.5,12207.0,7.05,7.14,4.43 +24163,1.8,Premium,D,SI1,61.2,58.0,12338.0,7.88,7.7,4.79 +4051,0.24,Very Good,E,SI1,59.9,58.0,571.0,4.06,4.1,2.44 +24689,2.01,Premium,I,SI2,58.2,61.0,13052.0,8.24,8.2,4.78 +44755,0.51,Ideal,F,VS2,61.0,57.0,1619.0,5.16,5.11,3.13 +15156,1.35,Premium,H,VS2,60.5,62.0,6093.0,7.16,7.11,4.32 +4041,1.24,Premium,E,I1,61.1,62.0,3528.0,6.91,6.86,4.21 +53203,0.71,Ideal,D,SI2,61.3,57.0,2633.0,5.78,5.71,3.52 +10196,0.91,Premium,E,VS2,62.8,59.0,4739.0,6.17,6.15,3.87 +1402,0.25,Very Good,E,VVS2,62.0,56.0,560.0,4.05,4.08,2.52 +27669,2.02,Premium,F,SI2,62.1,56.0,18678.0,8.07,7.99,4.99 +34154,0.33,Ideal,G,VS1,62.1,54.0,854.0,4.47,4.45,2.77 +40858,0.34,Ideal,D,VVS2,61.3,56.0,1174.0,4.48,4.52,2.76 +49578,0.55,Ideal,G,VS1,62.2,54.0,2132.0,5.27,5.24,3.27 +33437,0.32,Ideal,G,VS1,61.2,57.0,828.0,4.43,4.4,2.7 +38731,0.4,Ideal,G,VVS1,62.4,54.0,1043.0,4.74,4.78,2.97 +35051,0.42,Ideal,I,VVS1,62.5,57.0,884.0,4.77,4.8,2.99 +40788,0.4,Ideal,F,VVS1,61.9,55.0,1168.0,4.75,4.78,2.95 +14983,1.16,Ideal,H,SI1,62.2,54.0,6036.0,6.72,6.75,4.19 +28127,0.29,Very Good,F,VVS2,60.2,58.0,664.0,4.29,4.35,2.6 +51301,0.31,Ideal,G,VS2,62.0,57.0,544.0,4.34,4.37,2.7 +5992,0.9,Good,F,SI1,64.7,54.0,3954.0,6.04,6.08,3.92 +20516,1.71,Premium,J,SI1,62.9,58.0,8848.0,7.64,7.58,4.79 +44306,0.53,Premium,E,VS2,61.4,58.0,1579.0,5.24,5.19,3.2 +37085,0.41,Premium,E,SI1,60.1,60.0,969.0,4.83,4.79,2.89 +18007,1.2,Premium,F,SI1,60.1,59.0,7282.0,6.92,6.85,4.14 +22975,1.6,Premium,I,VS1,58.6,58.0,11021.0,7.72,7.66,4.51 +3881,0.9,Premium,I,VS1,62.9,60.0,3484.0,6.09,6.05,3.82 +32246,0.31,Ideal,H,IF,61.8,57.0,789.0,4.32,4.35,2.68 +47549,0.52,Ideal,F,VS1,61.2,57.0,1872.0,5.2,5.16,3.17 +45673,0.52,Ideal,E,VS2,60.4,57.0,1694.0,5.22,5.17,3.14 +2796,0.75,Very Good,E,SI1,59.2,59.0,3260.0,5.93,5.97,3.52 +23342,0.3,Very Good,H,SI1,63.0,54.0,421.0,4.27,4.3,2.7 +27109,2.02,Very Good,D,SI2,62.3,56.0,17263.0,7.99,8.06,5.0 +32458,0.39,Ideal,H,VVS2,62.0,55.0,794.0,4.68,4.7,2.91 +28022,0.3,Premium,E,VS2,60.0,58.0,658.0,4.37,4.4,2.63 +2247,1.02,Ideal,I,VS2,62.8,57.0,3148.0,6.45,6.39,4.03 +45398,0.51,Very Good,G,VS1,61.1,56.0,1668.0,5.17,5.2,3.17 +24762,2.02,Premium,I,SI2,58.0,58.0,13117.0,8.34,8.25,4.81 +46226,0.61,Ideal,D,SI1,62.1,55.0,1752.0,5.42,5.43,3.37 +38122,0.3,Premium,G,VVS1,60.7,59.0,1013.0,4.37,4.33,2.64 +10627,1.0,Very Good,H,SI1,62.2,59.0,4830.0,6.32,6.35,3.94 +13454,1.08,Very Good,H,VS2,58.1,62.0,5524.0,6.72,6.74,3.91 +53526,0.74,Very Good,G,SI1,61.6,58.0,2690.0,5.78,5.81,3.57 +16091,1.27,Ideal,J,VVS2,62.2,54.0,6430.0,6.92,6.98,4.32 +19392,1.09,Ideal,G,VVS2,61.5,55.0,8057.0,6.66,6.61,4.08 +44420,0.49,Very Good,H,VVS2,62.3,57.0,1588.0,5.02,5.05,3.14 +26314,2.34,Premium,I,SI1,61.7,60.0,15818.0,8.59,8.53,5.28 +49173,0.7,Premium,H,VS2,62.2,58.0,2074.0,5.69,5.72,3.55 +12345,1.01,Fair,F,VS2,64.5,58.0,5226.0,6.28,6.18,4.02 +5693,1.01,Very Good,I,SI1,60.3,57.0,3888.0,6.51,6.53,3.93 +26824,2.51,Very Good,E,SI2,63.1,56.0,16717.0,8.65,8.6,5.44 +42999,0.55,Very Good,D,SI2,63.3,56.0,1368.0,5.24,5.21,3.31 +3896,0.77,Good,D,VS2,63.1,57.0,3489.0,5.83,5.86,3.69 +1181,0.71,Ideal,G,VS1,62.7,57.0,2930.0,5.69,5.73,3.58 +41642,0.4,Ideal,E,VVS2,61.8,56.0,1238.0,4.77,4.74,2.94 +7510,1.05,Very Good,G,SI2,61.6,60.0,4241.0,6.49,6.56,4.02 +19111,1.21,Very Good,F,SI1,60.2,60.0,7877.0,6.92,6.96,4.18 +37810,0.35,Ideal,G,IF,61.5,55.0,1001.0,4.53,4.57,2.8 +19825,1.31,Ideal,H,VS1,62.4,56.0,8392.0,7.0,6.98,4.36 +3892,0.77,Very Good,E,VS1,59.4,61.0,3488.0,5.98,5.94,3.54 +28284,0.23,Ideal,G,SI1,62.1,53.0,364.0,3.93,3.96,2.45 +43829,0.51,Good,F,VS2,63.1,59.0,1444.0,5.04,5.1,3.2 +35157,0.31,Very Good,G,IF,61.6,54.0,891.0,4.4,4.43,2.72 +44186,0.5,Very Good,G,VS1,62.9,58.0,1569.0,5.06,5.08,3.19 +50252,0.7,Premium,F,SI2,59.5,58.0,2234.0,5.82,5.72,3.44 +16486,1.07,Ideal,D,SI1,60.7,57.0,6587.0,6.61,6.64,4.02 +22100,1.28,Ideal,G,VS1,62.1,57.0,10126.0,6.91,6.94,4.3 +34380,0.41,Premium,I,VVS1,61.5,59.0,863.0,4.75,4.81,2.94 +922,0.92,Very Good,J,SI2,58.7,61.0,2880.0,6.34,6.43,3.75 +6309,0.83,Ideal,E,SI1,61.5,55.0,4024.0,6.05,6.08,3.73 +8241,1.07,Ideal,F,SI2,61.9,55.0,4374.0,6.53,6.58,4.06 +48889,0.71,Very Good,G,SI1,58.2,57.0,2039.0,5.89,5.93,3.44 +14040,1.21,Ideal,J,VS2,62.5,57.0,5707.0,6.79,6.74,4.23 +1499,1.06,Fair,J,SI2,61.0,66.0,2992.0,6.54,6.35,3.93 +15982,1.02,Premium,E,VS2,60.4,58.0,6397.0,6.51,6.47,3.92 +5989,0.8,Very Good,F,VS2,61.3,55.0,3954.0,5.93,6.01,3.66 +34846,0.3,Ideal,G,VVS2,61.5,55.0,878.0,4.32,4.3,2.65 +17274,1.26,Premium,F,SI1,62.3,58.0,6915.0,6.89,6.84,4.28 +53418,0.72,Premium,D,SI2,60.5,58.0,2670.0,5.88,5.79,3.53 +41160,0.38,Ideal,D,VVS2,61.5,57.0,1200.0,4.63,4.67,2.86 +17267,1.65,Premium,G,I1,62.0,59.0,6912.0,7.57,7.53,4.68 +7637,0.9,Premium,H,VS2,61.7,59.0,4266.0,6.13,6.19,3.8 +31727,0.33,Very Good,F,VS1,59.1,60.0,772.0,4.48,4.52,2.66 +24234,1.57,Ideal,F,SI1,61.1,55.0,12432.0,7.55,7.53,4.61 +19383,1.13,Ideal,G,VS1,61.5,56.0,8051.0,6.71,6.73,4.13 +688,0.74,Ideal,F,SI1,61.0,57.0,2851.0,5.85,5.81,3.56 +50214,0.72,Good,F,SI1,63.9,62.0,2229.0,5.7,5.63,3.62 +12643,1.01,Premium,H,VS1,61.2,61.0,5294.0,6.44,6.41,3.93 +9277,1.01,Very Good,D,SI2,61.4,60.0,4564.0,6.33,6.38,3.9 +27297,2.16,Very Good,I,SI1,58.5,60.0,17772.0,8.49,8.54,4.98 +34809,0.31,Ideal,F,VVS1,61.2,57.0,878.0,4.42,4.4,2.7 +43459,0.51,Very Good,G,VS2,59.1,60.0,1417.0,5.18,5.21,3.07 +27539,2.01,Premium,H,SI1,61.4,56.0,18295.0,8.19,8.13,5.01 +33712,0.42,Ideal,F,SI1,61.9,54.0,838.0,4.87,4.83,3.0 +35293,0.3,Very Good,H,VS2,62.7,59.0,473.0,4.22,4.26,2.66 +26887,2.51,Very Good,J,SI1,63.8,55.0,16842.0,8.51,8.6,5.46 +15559,1.02,Premium,G,VS1,62.0,59.0,6238.0,6.45,6.39,3.98 +3313,0.9,Very Good,D,SI2,61.0,61.0,3371.0,6.15,6.17,3.76 +5026,0.91,Good,I,VS2,58.0,62.0,3747.0,6.32,6.38,3.68 +21087,1.23,Premium,D,VS2,62.6,52.0,9257.0,6.93,6.88,4.32 +9551,1.0,Premium,E,SI2,61.7,58.0,4620.0,6.34,6.39,3.93 +39507,0.5,Ideal,F,SI2,61.7,55.0,1080.0,5.13,5.15,3.17 +52878,0.74,Very Good,F,SI1,61.5,58.0,2583.0,5.82,5.85,3.59 +52881,0.54,Ideal,D,VVS2,61.6,54.0,2583.0,5.25,5.27,3.24 +40098,0.33,Ideal,G,VVS1,62.2,57.0,1114.0,4.46,4.41,2.76 +36984,0.24,Ideal,F,VVS1,61.1,56.0,963.0,4.01,4.05,2.47 +42743,0.51,Good,E,SI1,63.9,56.0,1343.0,5.07,5.11,3.25 +9857,0.9,Very Good,F,VS2,61.7,56.0,4678.0,6.18,6.21,3.82 +4877,0.9,Premium,F,SI1,61.3,58.0,3714.0,6.13,6.08,3.74 +33430,0.32,Ideal,G,VS1,61.2,56.0,828.0,4.44,4.42,2.71 +27730,2.0,Very Good,F,SI1,57.9,60.0,18759.0,8.28,8.34,4.81 +45121,0.52,Premium,F,VS2,60.0,57.0,1651.0,5.24,5.22,3.14 +29247,0.3,Very Good,D,VS1,63.5,55.0,697.0,4.24,4.29,2.71 +40119,0.41,Ideal,F,VVS2,61.0,56.0,1115.0,4.78,4.82,2.93 +3493,1.01,Good,J,SI1,62.8,58.0,3399.0,6.28,6.33,3.96 +9557,1.1,Premium,H,SI2,62.2,58.0,4620.0,6.69,6.6,4.13 +48557,0.53,Ideal,G,VVS1,62.1,54.0,1990.0,5.2,5.23,3.24 +7276,1.0,Premium,I,SI1,60.5,59.0,4200.0,6.54,6.49,3.94 +48631,0.3,Fair,D,SI2,64.6,54.0,536.0,4.29,4.25,2.76 +42089,0.42,Ideal,E,VVS2,61.8,56.0,1273.0,4.8,4.78,2.96 +35589,0.4,Premium,E,SI1,62.9,58.0,907.0,4.74,4.71,2.97 +36321,0.32,Ideal,G,VVS2,62.2,55.0,936.0,4.43,4.41,2.75 +24004,2.0,Premium,H,SI2,62.7,58.0,12168.0,8.06,8.01,5.04 +47755,0.54,Premium,D,VS2,61.5,58.0,1892.0,5.21,5.26,3.22 +40604,0.23,Very Good,E,VVS2,60.7,58.0,498.0,3.96,4.01,2.42 +1053,0.32,Ideal,D,SI1,61.3,55.0,558.0,4.41,4.46,2.72 +9506,1.2,Premium,J,VS2,61.8,59.0,4611.0,6.84,6.76,4.2 +32057,0.28,Ideal,D,VVS1,61.7,57.0,780.0,4.23,4.2,2.6 +30618,0.3,Very Good,G,SI1,59.7,60.0,447.0,4.35,4.39,2.61 +52637,0.24,Very Good,F,VVS2,62.3,58.0,552.0,3.95,3.98,2.47 +34514,0.33,Premium,G,VVS1,60.4,59.0,868.0,4.44,4.47,2.69 +1774,0.75,Very Good,D,SI1,61.8,57.0,3048.0,5.78,5.81,3.58 +20721,0.31,Premium,F,VS2,62.0,58.0,625.0,4.31,4.37,2.69 +15619,1.51,Good,I,SI1,63.8,59.0,6266.0,7.27,7.21,4.62 +10011,1.13,Ideal,G,SI2,60.8,56.0,4707.0,6.64,6.72,4.06 +52856,0.59,Premium,E,VS2,60.1,59.0,2578.0,5.46,5.42,3.27 +34590,0.31,Ideal,F,VS1,62.1,56.0,872.0,4.35,4.32,2.69 +30215,0.33,Ideal,E,VS2,62.3,56.0,723.0,4.46,4.47,2.78 +33434,0.32,Premium,G,VS1,62.1,55.0,828.0,4.44,4.41,2.75 +26041,1.5,Premium,D,VS2,61.8,60.0,15240.0,7.37,7.3,4.53 +5188,0.9,Premium,G,SI1,62.7,58.0,3774.0,6.13,6.08,3.83 +25836,2.23,Premium,J,VS2,61.0,58.0,14867.0,8.39,8.36,5.11 +37413,0.38,Premium,G,VS2,59.3,59.0,983.0,4.74,4.71,2.8 +15113,1.0,Good,E,VS2,61.5,62.0,6073.0,6.37,6.42,3.93 +47526,0.52,Ideal,D,VS2,61.0,57.0,1868.0,5.21,5.18,3.17 +39263,0.38,Premium,H,VVS2,62.0,58.0,1069.0,4.64,4.62,2.87 +33849,0.3,Premium,E,VS2,61.6,58.0,844.0,4.33,4.31,2.66 +25890,1.5,Very Good,G,VVS2,62.9,56.0,15013.0,7.22,7.32,4.57 +26312,1.06,Ideal,D,IF,61.2,57.0,15813.0,6.57,6.61,4.03 +1984,0.72,Ideal,E,VVS2,62.1,57.0,3093.0,5.76,5.74,3.57 +36851,0.37,Very Good,F,VS2,63.3,56.0,957.0,4.63,4.56,2.91 +25546,1.5,Ideal,F,VS2,61.4,55.0,14372.0,7.44,7.35,4.54 +9518,1.07,Ideal,E,SI2,62.4,57.0,4613.0,6.52,6.55,4.08 +2844,0.81,Premium,E,SI1,60.8,59.0,3270.0,5.95,5.99,3.63 +7736,0.34,Good,F,SI1,61.9,56.0,581.0,4.5,4.52,2.79 +17617,1.21,Premium,H,VS1,62.3,58.0,7094.0,6.77,6.84,4.24 +34321,0.35,Ideal,H,IF,61.7,54.0,859.0,4.53,4.55,2.8 +18905,1.71,Premium,J,SI1,61.9,58.0,7757.0,7.62,7.56,4.7 +36232,0.38,Premium,F,VS1,62.4,59.0,933.0,4.57,4.63,2.87 +1919,0.6,Ideal,E,VVS1,62.5,53.7,3082.0,5.35,5.43,3.38 +45801,0.5,Premium,H,VVS1,62.5,58.0,1710.0,5.05,5.1,3.17 +13382,0.3,Ideal,F,VS2,62.3,53.5,601.0,4.27,4.32,2.68 +11252,1.21,Ideal,J,VS2,59.6,57.0,4968.0,6.98,6.94,4.15 +20146,1.2,Premium,G,VS1,62.4,58.0,8602.0,6.82,6.8,4.25 +24790,1.51,Ideal,D,SI1,62.0,56.0,13162.0,7.35,7.39,4.57 +52797,0.7,Very Good,E,SI1,61.7,62.0,2569.0,5.64,5.68,3.49 +3319,0.76,Ideal,G,VS1,61.6,56.0,3372.0,5.82,5.87,3.6 +22488,1.54,Very Good,I,VVS2,62.7,57.0,10518.0,7.35,7.43,4.63 +13164,1.24,Ideal,J,VS2,62.3,56.0,5443.0,6.84,6.91,4.28 +53916,0.77,Ideal,E,SI2,62.1,56.0,2753.0,5.84,5.86,3.63 +28115,0.36,Ideal,D,SI1,62.5,56.0,663.0,4.55,4.57,2.85 +20557,1.5,Premium,J,VVS2,61.5,60.0,8870.0,7.31,7.27,4.48 +29734,0.41,Good,D,SI1,63.4,56.0,707.0,4.73,4.76,3.01 +52152,0.53,Very Good,D,VVS2,61.1,55.0,2472.0,5.22,5.28,3.21 +36540,0.4,Premium,F,SI1,62.3,60.0,945.0,4.74,4.7,2.94 +34393,0.34,Ideal,G,VVS1,61.3,55.0,863.0,4.54,4.56,2.79 +16402,1.2,Premium,H,VS2,60.6,58.0,6547.0,6.82,6.88,4.15 +18266,1.51,Very Good,J,VS2,62.8,59.0,7418.0,7.2,7.28,4.55 +11795,1.12,Very Good,G,SI1,59.5,62.0,5088.0,6.76,6.81,4.04 +45251,0.5,Fair,G,VVS2,66.1,62.0,1659.0,4.92,4.88,3.24 +19603,1.4,Premium,H,SI1,62.2,58.0,8223.0,7.16,7.12,4.44 +32552,0.3,Premium,F,VS1,59.8,60.0,799.0,4.39,4.31,2.6 +49840,0.71,Ideal,F,SI2,61.6,56.0,2168.0,5.73,5.67,3.51 +34671,0.31,Ideal,E,VS2,62.9,56.0,872.0,4.33,4.29,2.71 +17416,1.51,Fair,J,SI1,63.4,60.0,6976.0,7.31,7.18,4.59 +3124,0.96,Ideal,J,VS2,61.5,57.0,3326.0,6.32,6.36,3.9 +2650,1.0,Good,J,SI2,62.7,58.0,3234.0,6.28,6.32,3.95 +29566,0.41,Good,F,SI1,63.3,58.0,705.0,4.71,4.74,2.99 +25106,1.51,Premium,G,VS1,62.4,59.0,13638.0,7.28,7.25,4.53 +52830,0.84,Premium,G,SI2,62.6,58.0,2573.0,6.01,5.98,3.75 +19313,1.05,Ideal,G,VS1,61.2,57.0,8022.0,6.51,6.55,4.0 +23223,1.53,Ideal,F,SI1,62.0,56.0,11229.0,7.43,7.38,4.59 +23908,2.12,Very Good,J,SI2,62.3,61.0,12030.0,8.16,8.21,5.1 +6332,0.83,Ideal,F,VS1,62.0,57.0,4030.0,6.02,5.97,3.72 +36785,0.34,Ideal,G,VVS1,62.5,53.0,956.0,4.49,4.47,2.8 +33584,0.33,Ideal,F,VVS2,62.4,56.0,832.0,4.41,4.43,2.76 +35409,0.32,Premium,E,VS2,60.5,55.0,900.0,4.49,4.43,2.7 +44511,0.52,Very Good,F,VS2,60.7,59.0,1600.0,5.14,5.18,3.13 +16724,0.33,Ideal,H,VS1,62.6,56.0,610.0,4.39,4.42,2.75 +43240,0.41,Ideal,D,SI1,61.8,58.0,1399.0,4.73,4.79,2.94 +19139,1.2,Ideal,D,SI1,62.7,55.0,7903.0,6.79,6.71,4.23 +43730,0.51,Ideal,H,VS1,62.6,57.0,1438.0,5.09,5.13,3.2 +20150,1.5,Premium,J,VVS2,61.8,60.0,8603.0,7.33,7.36,4.54 +7117,0.95,Premium,F,SI2,62.4,59.0,4171.0,6.26,6.21,3.89 +9346,1.24,Very Good,J,SI2,62.2,58.0,4583.0,6.82,6.94,4.28 +32234,0.31,Ideal,G,VVS1,61.0,57.0,789.0,4.38,4.4,2.68 +5479,1.02,Premium,D,I1,61.4,60.0,3838.0,6.47,6.42,3.96 +2371,0.32,Ideal,F,SI2,61.7,56.0,561.0,4.41,4.44,2.73 +23541,1.14,Premium,F,VVS1,59.4,59.0,11549.0,6.87,6.8,4.06 +6879,0.9,Very Good,D,SI1,60.1,58.0,4130.0,6.27,6.3,3.78 +43518,0.51,Good,E,VS2,61.1,65.0,1424.0,5.14,5.11,3.13 +17001,1.01,Ideal,F,VS2,60.9,57.0,6787.0,6.48,6.45,3.94 +39572,0.44,Premium,F,VS1,61.9,59.0,1081.0,4.84,4.88,3.01 +38745,0.35,Very Good,G,IF,59.1,59.0,1044.0,4.59,4.62,2.72 +26762,2.0,Very Good,F,SI1,63.6,58.0,16580.0,7.91,7.98,5.05 +45008,0.46,Ideal,D,VS1,62.6,56.0,1637.0,4.92,4.95,3.09 +4893,0.72,Very Good,E,VVS2,62.0,58.0,3719.0,5.71,5.74,3.55 +5780,1.06,Premium,F,SI2,62.6,59.0,3901.0,6.51,6.47,4.06 +8062,0.27,Ideal,F,VS2,61.9,54.0,583.0,4.14,4.16,2.57 +110,0.59,Ideal,E,VVS2,62.0,55.0,2761.0,5.38,5.43,3.35 +51548,0.78,Premium,I,SI1,61.9,58.0,2387.0,5.93,5.87,3.65 +25705,0.35,Ideal,D,SI1,61.6,57.0,644.0,4.54,4.55,2.8 +32465,0.38,Ideal,G,VS1,61.5,57.0,794.0,4.66,4.71,2.88 +46570,0.5,Very Good,G,VVS2,61.6,58.0,1784.0,5.07,5.09,3.13 +44552,0.55,Ideal,G,SI1,61.3,56.0,1605.0,5.26,5.31,3.24 +3591,0.91,Premium,G,SI2,61.3,60.0,3423.0,6.17,6.2,3.79 +52183,0.72,Premium,E,SI1,61.4,57.0,2476.0,5.83,5.73,3.55 +21075,1.16,Ideal,G,VVS2,62.2,56.0,9251.0,6.7,6.74,4.18 +19246,1.37,Ideal,H,VS1,63.8,56.0,7979.0,7.01,6.98,4.46 +3951,0.7,Premium,F,VVS1,61.6,59.0,3504.0,5.71,5.76,3.53 +9489,1.01,Good,D,SI2,64.5,58.0,4606.0,6.18,6.26,4.01 +4573,0.76,Ideal,G,VS1,61.3,54.0,3648.0,5.88,5.94,3.62 +51804,0.7,Ideal,D,SI2,62.0,57.0,2415.0,5.68,5.65,3.51 +41522,0.54,Ideal,F,SI2,60.8,56.0,1235.0,5.26,5.34,3.22 +51353,0.71,Very Good,G,SI1,63.4,56.0,2364.0,5.64,5.68,3.59 +9352,1.13,Ideal,H,SI2,62.5,57.0,4584.0,6.67,6.71,4.18 +4323,1.01,Fair,F,SI2,60.1,66.0,3597.0,6.44,6.41,3.86 +14213,1.22,Ideal,I,VS2,59.5,57.0,5761.0,6.91,6.97,4.13 +845,1.08,Premium,D,I1,61.9,60.0,2869.0,6.55,6.48,4.03 +50113,0.71,Ideal,H,VS1,62.1,55.0,2209.0,5.68,5.72,3.54 +9089,1.06,Ideal,H,SI2,62.7,57.0,4523.0,6.46,6.5,4.06 +30318,0.36,Premium,H,VVS2,60.6,58.0,726.0,4.58,4.6,2.78 +7382,0.33,Ideal,G,VS2,61.2,55.0,579.0,4.46,4.52,2.75 +27663,2.1,Ideal,H,SI1,62.9,57.0,18648.0,8.19,8.12,5.13 +15067,1.06,Ideal,D,SI1,62.7,54.0,6055.0,6.55,6.52,4.1 +2531,0.7,Ideal,G,VVS2,61.0,56.0,3205.0,5.74,5.77,3.51 +12610,1.21,Very Good,F,SI2,62.7,57.0,5290.0,6.74,6.81,4.25 +31137,0.31,Ideal,G,VVS1,59.0,62.0,755.0,4.41,4.43,2.61 +28266,0.26,Ideal,I,VS1,61.9,56.0,358.0,4.08,4.16,2.55 +1341,0.72,Ideal,H,VS1,61.1,57.0,2961.0,5.8,5.82,3.55 +32404,0.37,Premium,F,SI1,61.6,59.0,791.0,4.67,4.62,2.86 +9085,1.11,Good,H,SI1,64.2,58.0,4523.0,6.47,6.53,4.17 +43268,0.3,Ideal,I,SI1,62.3,56.0,506.0,4.35,4.32,2.7 +25202,2.01,Ideal,I,SI2,62.3,57.0,13796.0,8.06,8.08,5.03 +47408,0.52,Fair,G,IF,65.5,55.0,1849.0,4.98,5.06,3.29 +22332,1.4,Very Good,G,VS2,62.2,61.0,10378.0,7.09,7.13,4.42 +52296,0.25,Very Good,F,VVS1,64.2,58.0,548.0,3.96,4.01,2.56 +48747,0.56,Premium,F,SI1,62.7,59.0,2016.0,5.27,5.22,3.29 +51498,0.7,Fair,F,VS1,65.8,59.0,2381.0,5.58,5.48,3.64 +2406,0.74,Ideal,H,VS2,62.2,55.0,3178.0,5.83,5.81,3.62 +48097,0.51,Ideal,G,VVS1,61.6,56.0,1933.0,5.12,5.16,3.17 +7670,1.11,Very Good,I,SI1,61.9,59.0,4273.0,6.58,6.64,4.09 +7358,0.56,Ideal,D,IF,62.4,56.0,4216.0,5.24,5.28,3.28 +20513,1.41,Very Good,H,VS2,62.5,58.0,8846.0,7.08,7.12,4.44 +18901,1.61,Premium,H,SI1,62.8,58.0,7754.0,7.47,7.4,4.67 +39365,0.49,Premium,F,SI2,62.2,59.0,1073.0,5.09,5.04,3.15 +35405,0.32,Ideal,F,VS1,61.9,56.0,900.0,4.4,4.36,2.71 +14602,1.23,Ideal,H,SI1,63.0,56.0,5889.0,6.83,6.79,4.29 +50933,0.71,Ideal,I,SI1,61.0,56.0,2319.0,5.75,5.78,3.52 +6602,1.0,Very Good,F,SI2,62.6,58.0,4081.0,6.31,6.37,3.97 +31209,0.32,Premium,D,SI1,61.5,59.0,756.0,4.42,4.39,2.71 +13996,1.2,Very Good,G,SI2,62.0,60.0,5698.0,6.78,6.76,4.2 +13939,1.0,Very Good,D,SI1,59.8,59.0,5671.0,6.47,6.51,3.88 +10592,0.91,Very Good,E,VS2,58.4,63.0,4823.0,6.31,6.32,3.69 +31439,0.33,Good,F,VVS1,63.3,57.0,764.0,4.38,4.44,2.79 +8119,1.01,Very Good,E,SI2,60.4,60.0,4352.0,6.48,6.57,3.94 +29725,0.31,Premium,H,VVS1,62.6,58.0,707.0,4.29,4.33,2.7 +42380,0.59,Ideal,E,SI2,62.5,57.0,1305.0,5.32,5.37,3.34 +2326,1.23,Ideal,H,I1,61.6,55.0,3168.0,6.92,6.87,4.25 +17126,1.05,Ideal,H,VS1,61.8,55.0,6833.0,6.54,6.57,4.05 +3408,0.33,Ideal,D,SI1,62.0,56.0,567.0,4.44,4.47,2.76 +51487,0.7,Premium,G,VS2,63.0,57.0,2381.0,5.67,5.6,3.55 +20971,0.9,Very Good,D,IF,62.4,54.0,9182.0,6.17,6.21,3.86 +18741,1.55,Premium,I,VS2,61.3,58.0,7656.0,7.48,7.44,4.57 +28874,0.32,Ideal,J,IF,62.2,55.0,684.0,4.44,4.4,2.75 +16676,1.01,Very Good,E,VS2,61.9,55.0,6666.0,6.38,6.44,3.97 +49213,0.55,Ideal,D,VS2,58.5,58.0,2079.0,5.42,5.39,3.16 +47303,0.25,Ideal,G,SI1,62.6,53.0,395.0,4.04,4.07,2.54 +127,0.91,Premium,H,SI1,61.4,56.0,2763.0,6.09,5.97,3.7 +44737,0.55,Premium,F,SI1,61.9,59.0,1617.0,5.29,5.24,3.26 +52862,0.5,Fair,E,VS2,79.0,73.0,2579.0,5.21,5.18,4.09 +43746,0.51,Very Good,E,SI1,62.8,55.0,1438.0,5.07,5.12,3.2 +811,0.71,Ideal,D,SI1,61.7,57.0,2863.0,5.75,5.7,3.53 +34912,0.34,Premium,G,VS1,60.4,61.0,880.0,4.53,4.48,2.72 +5574,0.79,Ideal,E,VS2,62.2,55.0,3861.0,5.97,5.9,3.69 +20490,1.01,Premium,D,VS1,61.6,58.0,8823.0,6.44,6.42,3.96 +47642,0.23,Very Good,D,VVS1,63.3,58.0,530.0,3.9,3.93,2.48 +46047,0.73,Premium,D,SI2,61.0,61.0,1730.0,5.81,5.74,3.52 +10216,1.26,Ideal,J,SI2,62.5,53.0,4742.0,6.9,6.86,4.3 +46561,0.7,Ideal,J,VS1,62.2,56.0,1782.0,5.67,5.71,3.54 +29278,0.31,Premium,I,VVS2,61.7,58.0,698.0,4.4,4.38,2.71 +41821,0.85,Fair,H,I1,66.9,54.0,1250.0,5.98,5.75,3.94 +1533,0.74,Premium,E,VS1,60.9,62.0,2999.0,5.83,5.8,3.54 +10418,0.8,Ideal,D,VS2,61.3,56.0,4781.0,5.97,6.0,3.67 +9441,1.01,Premium,I,VS2,62.5,58.0,4592.0,6.39,6.44,4.01 +41645,0.4,Ideal,E,VVS2,61.7,56.0,1238.0,4.77,4.73,2.93 +37131,0.37,Premium,E,VVS2,59.6,60.0,971.0,4.75,4.68,2.81 +45877,0.51,Very Good,E,VS1,61.0,59.0,1717.0,5.13,5.17,3.14 +49470,0.47,Ideal,F,VVS1,61.6,56.0,2113.0,5.0,5.02,3.09 +10843,1.06,Premium,H,SI1,61.6,59.0,4872.0,6.55,6.54,4.03 +3568,0.7,Ideal,E,VS1,60.5,56.0,3419.0,5.78,5.83,3.51 +31517,0.34,Ideal,E,SI1,62.3,57.0,765.0,4.51,4.48,2.8 +16129,1.01,Premium,F,VS2,60.9,58.0,6446.0,6.47,6.41,3.92 +30747,0.34,Very Good,G,VVS2,62.3,59.0,740.0,4.45,4.48,2.78 +2239,0.81,Ideal,F,SI1,61.2,57.0,3146.0,6.0,6.05,3.69 +1416,0.9,Ideal,G,SI2,62.4,57.0,2968.0,6.16,6.13,3.84 +1409,0.32,Premium,H,VS1,60.2,58.0,561.0,4.43,4.47,2.68 +41289,0.59,Very Good,G,SI2,60.6,56.0,1210.0,5.47,5.48,3.32 +1629,0.78,Ideal,H,VVS2,61.7,55.0,3015.0,5.9,5.94,3.65 +8089,1.01,Good,F,SI1,64.2,58.0,4339.0,6.24,6.29,4.02 +47692,0.7,Very Good,F,SI2,63.4,58.0,1883.0,5.62,5.58,3.55 +23974,1.53,Ideal,F,SI1,61.6,56.0,12109.0,7.39,7.34,4.54 +10276,1.04,Ideal,G,SI2,62.0,56.0,4752.0,6.52,6.49,4.03 +16032,0.3,Premium,I,VS1,61.7,58.0,608.0,4.32,4.27,2.65 +18214,1.5,Very Good,I,SI2,60.8,58.0,7392.0,7.24,7.34,4.43 +33898,0.3,Ideal,E,VS2,62.5,56.0,844.0,4.3,4.28,2.68 +6079,1.09,Premium,I,SI1,61.9,58.0,3968.0,6.65,6.58,4.1 +15859,1.2,Good,D,SI2,63.7,52.0,6344.0,6.72,6.68,4.27 +49519,0.71,Ideal,H,SI2,61.5,56.0,2122.0,5.71,5.74,3.52 +19703,0.37,Very Good,G,SI2,63.3,55.0,624.0,4.61,4.58,2.91 +26488,1.54,Very Good,F,VS1,63.3,58.0,16082.0,7.34,7.3,4.63 +50051,0.7,Ideal,F,SI1,62.6,56.0,2200.0,5.69,5.66,3.55 +33065,0.32,Ideal,H,IF,61.8,55.0,814.0,4.42,4.45,2.74 +33000,0.38,Ideal,E,SI2,61.2,57.0,812.0,4.71,4.67,2.87 +3012,1.0,Good,D,SI2,64.0,54.0,3304.0,6.29,6.24,4.01 +43952,0.31,Very Good,F,SI1,62.9,57.0,516.0,4.31,4.34,2.72 +3525,0.71,Ideal,D,VS1,61.3,56.0,3406.0,5.75,5.77,3.53 +35970,0.3,Ideal,G,SI1,61.0,58.0,477.0,4.29,4.36,2.64 +1755,0.81,Premium,F,SI1,61.9,59.0,3043.0,5.97,5.95,3.69 +8118,0.9,Ideal,D,SI1,61.6,56.0,4351.0,6.19,6.21,3.82 +6136,0.91,Very Good,E,SI2,60.5,59.0,3986.0,6.26,6.34,3.81 +21888,1.87,Ideal,J,SI1,62.3,57.0,9955.0,7.82,7.88,4.89 +25291,1.51,Premium,F,VS2,62.0,59.0,13945.0,7.37,7.18,4.51 +5417,0.75,Premium,F,VVS2,62.4,57.0,3822.0,5.88,5.75,3.63 +16177,1.03,Ideal,F,VS2,60.4,56.0,6467.0,6.59,6.56,3.97 +19793,1.81,Fair,J,SI1,56.2,62.0,8362.0,8.14,8.09,4.56 +25441,2.5,Fair,G,SI2,67.0,57.0,14194.0,8.36,8.29,5.58 +34266,0.31,Premium,J,SI1,60.9,60.0,465.0,4.38,4.36,2.66 +8817,1.16,Premium,F,SI2,61.9,59.0,4476.0,6.71,6.66,4.14 +28922,0.3,Good,G,VVS2,63.5,54.0,684.0,4.25,4.26,2.7 +39236,0.32,Ideal,D,VVS1,61.8,56.0,1067.0,4.39,4.41,2.72 +44514,0.52,Premium,D,SI1,61.4,58.0,1600.0,5.16,5.19,3.18 +53056,0.72,Ideal,F,VS2,61.1,56.0,2607.0,5.83,5.79,3.55 +14389,0.3,Good,H,VVS2,63.7,55.0,605.0,4.24,4.27,2.71 +27593,2.06,Premium,G,SI1,61.5,58.0,18439.0,8.2,8.15,5.03 +44568,0.52,Very Good,H,VVS2,61.7,63.0,1605.0,5.26,5.16,3.22 +41744,0.51,Very Good,F,SI1,63.4,58.0,1244.0,5.06,5.1,3.22 +25544,1.5,Premium,F,VS2,60.8,58.0,14372.0,7.44,7.29,4.48 +28389,0.33,Ideal,H,VS2,61.2,55.0,668.0,4.47,4.45,2.73 +1916,0.71,Ideal,E,VS1,62.2,57.0,3081.0,5.74,5.7,3.56 +7351,1.0,Good,E,SI1,59.8,65.0,4213.0,6.56,6.45,3.89 +33340,0.41,Premium,G,VS2,60.8,59.0,827.0,4.78,4.8,2.91 +36020,0.39,Premium,J,VVS1,62.8,58.0,921.0,4.66,4.61,2.91 +9802,0.9,Very Good,G,VVS2,62.6,55.0,4668.0,6.12,6.19,3.85 +39234,0.38,Premium,D,VS1,61.9,60.0,1067.0,4.62,4.66,2.87 +24551,1.52,Very Good,G,VS2,62.1,58.0,12840.0,7.36,7.43,4.59 +51420,0.53,Ideal,G,IF,62.1,57.0,2372.0,5.16,5.21,3.22 +33934,0.33,Premium,I,VS2,62.0,60.0,463.0,4.41,4.46,2.75 +36169,0.32,Ideal,F,IF,60.9,57.0,929.0,4.4,4.44,2.69 +50694,0.7,Very Good,E,SI2,60.1,56.0,2290.0,5.76,5.79,3.47 +2856,0.8,Good,E,VS2,64.5,56.0,3273.0,5.8,5.86,3.76 +139,0.76,Ideal,H,SI1,61.2,57.0,2765.0,5.88,5.91,3.61 +29878,0.3,Very Good,D,VS2,62.8,57.0,710.0,4.25,4.29,2.68 +3076,1.24,Ideal,I,SI2,62.5,57.0,3312.0,6.89,6.84,4.29 +16094,1.02,Very Good,G,VS2,60.9,56.0,6432.0,6.47,6.51,3.95 +51191,0.91,Good,I,SI1,64.0,58.0,2348.0,6.01,5.99,3.84 +10560,1.08,Very Good,F,SI1,61.3,57.0,4816.0,6.62,6.6,4.05 +31223,0.32,Very Good,D,SI1,63.2,54.0,756.0,4.38,4.36,2.76 +42309,0.41,Ideal,F,VVS1,62.3,55.0,1295.0,4.74,4.79,2.97 +30152,0.32,Premium,E,SI1,62.2,58.0,720.0,4.39,4.36,2.72 +8533,0.9,Ideal,H,VS1,62.2,58.0,4428.0,6.14,6.17,3.83 +22948,1.66,Premium,H,VS2,62.3,58.0,10993.0,7.62,7.57,4.73 +44397,0.5,Very Good,E,VS2,63.4,58.0,1583.0,5.08,5.05,3.21 +7570,0.73,Ideal,D,VVS2,62.2,56.0,4252.0,5.79,5.73,3.58 +9640,1.17,Good,D,SI2,57.8,62.0,4639.0,6.97,6.91,4.01 +9238,1.01,Premium,H,SI1,59.8,60.0,4559.0,6.48,6.52,3.89 +7903,1.0,Ideal,H,SI2,61.4,56.0,4312.0,6.46,6.41,3.95 +26373,2.18,Ideal,I,SI2,62.5,55.0,15850.0,8.34,8.31,5.2 +19042,0.3,Ideal,F,VS1,62.2,56.0,621.0,4.31,4.34,2.69 +36677,0.33,Premium,E,VVS2,61.3,59.0,950.0,4.47,4.44,2.73 +14197,1.01,Very Good,G,VS2,60.7,61.0,5759.0,6.42,6.46,3.91 +37681,0.42,Ideal,H,VS2,62.5,57.0,992.0,4.81,4.76,2.99 +44018,0.51,Premium,G,VS2,62.3,59.0,1546.0,5.1,5.07,3.17 +10969,1.08,Very Good,G,SI1,60.6,58.0,4906.0,6.58,6.73,4.03 +31709,0.38,Premium,J,VS1,62.1,60.0,770.0,4.64,4.6,2.87 +28039,0.41,Ideal,G,SI2,62.1,53.6,659.0,4.75,4.79,2.96 +52969,0.24,Ideal,F,VVS2,61.8,56.0,552.0,3.97,4.02,2.47 +25567,2.0,Very Good,J,VS2,61.9,60.0,14403.0,7.95,8.04,4.95 +41565,0.51,Premium,E,SI1,62.6,60.0,1237.0,5.13,5.06,3.2 +18052,0.34,Ideal,H,VS1,62.4,55.0,615.0,4.48,4.5,2.8 +9609,1.02,Very Good,D,SI2,61.5,56.0,4633.0,6.47,6.51,3.99 +35957,0.3,Ideal,F,SI1,62.3,55.0,475.0,4.29,4.31,2.68 +28185,0.37,Premium,E,SI2,59.5,61.0,666.0,4.7,4.68,2.79 +46234,0.5,Ideal,D,VS2,62.6,56.0,1752.0,5.05,5.08,3.17 +31411,0.3,Ideal,G,VVS1,61.4,58.0,764.0,4.31,4.35,2.66 +33863,0.3,Ideal,E,VS2,61.4,55.0,844.0,4.34,4.32,2.66 +34234,0.4,Premium,E,SI2,62.9,59.0,855.0,4.69,4.66,2.94 +45532,0.54,Good,G,VS1,60.8,62.0,1685.0,5.22,5.24,3.18 +9060,0.32,Very Good,D,SI1,62.6,58.0,589.0,4.33,4.36,2.72 +19879,1.12,Good,F,VVS2,57.9,57.0,8430.0,6.86,6.83,3.96 +26220,2.01,Very Good,E,SI2,63.3,61.0,15618.0,7.86,7.8,4.96 +2348,1.03,Premium,H,I1,61.1,60.0,3172.0,6.46,6.51,3.96 +38279,0.21,Premium,D,VS2,59.1,62.0,386.0,3.89,3.86,2.29 +10094,1.13,Ideal,G,SI2,61.3,57.0,4712.0,6.73,6.67,4.11 +15253,1.24,Premium,F,SI1,62.6,59.0,6125.0,6.86,6.76,4.26 +23808,1.35,Premium,G,VVS2,60.2,59.0,11868.0,7.2,7.16,4.32 +29600,0.35,Premium,H,VVS2,62.7,58.0,706.0,4.46,4.5,2.81 +47115,0.65,Very Good,G,SI1,62.0,58.0,1828.0,5.5,5.58,3.43 +34323,0.4,Ideal,G,VS2,62.1,58.0,859.0,4.68,4.72,2.92 +51469,0.72,Premium,E,SI2,62.9,58.0,2376.0,5.74,5.68,3.59 +51381,0.7,Premium,H,VS1,61.9,56.0,2367.0,5.7,5.67,3.52 +12170,1.12,Premium,G,SI1,59.5,62.0,5181.0,6.81,6.76,4.04 +4206,0.72,Ideal,F,VS2,61.8,56.0,3564.0,5.72,5.74,3.54 +47223,0.51,Very Good,E,VS1,61.1,59.0,1839.0,5.14,5.2,3.16 +22420,1.23,Ideal,G,VVS2,61.3,56.0,10445.0,6.89,6.91,4.23 +26707,0.32,Very Good,H,VVS2,60.2,60.0,645.0,4.45,4.48,2.69 +26599,2.04,Ideal,H,SI2,62.0,56.0,16319.0,8.18,8.23,5.09 +46664,0.56,Ideal,F,VS1,62.7,56.0,1787.0,5.25,5.3,3.31 +25222,1.7,Ideal,H,VS1,62.4,55.0,13823.0,7.61,7.69,4.77 +30385,0.33,Ideal,G,VVS2,61.3,56.0,730.0,4.46,4.48,2.74 +26198,1.7,Premium,G,VS2,62.6,61.0,15568.0,7.64,7.54,4.75 +41998,0.43,Ideal,D,VS1,61.9,55.0,1264.0,4.87,4.85,3.01 +34159,0.33,Ideal,G,VS1,62.1,55.0,854.0,4.46,4.43,2.76 +16859,1.21,Ideal,H,SI1,61.8,55.0,6727.0,6.82,6.86,4.23 +23941,1.51,Ideal,H,VS1,62.5,54.0,12071.0,7.28,7.34,4.57 +53800,0.66,Ideal,F,VVS2,61.2,57.0,2732.0,5.63,5.58,3.43 +49994,0.58,Ideal,E,VS1,62.9,54.0,2192.0,5.34,5.31,3.35 +2131,0.72,Ideal,H,VS2,60.1,56.0,3122.0,5.85,5.88,3.52 +34373,0.41,Very Good,F,VS2,62.4,56.0,863.0,4.75,4.77,2.97 +51996,0.71,Premium,G,VS2,60.3,59.0,2443.0,5.79,5.76,3.48 +11064,0.38,Premium,E,SI2,59.9,56.0,596.0,4.79,4.72,2.85 +29006,0.34,Ideal,H,VVS2,62.2,55.0,686.0,4.48,4.49,2.79 +45310,0.26,Good,F,VVS1,64.0,57.0,524.0,4.03,4.06,2.59 +47910,0.7,Premium,I,SI1,61.8,62.0,1914.0,5.69,5.64,3.5 +25867,1.82,Premium,H,SI1,62.0,59.0,14949.0,7.81,7.77,4.83 +36441,0.31,Ideal,D,VS2,61.9,56.0,942.0,4.38,4.34,2.7 +46749,0.51,Very Good,G,VVS1,62.9,57.0,1800.0,5.08,5.12,3.21 +8076,1.01,Very Good,D,SI2,63.1,54.0,4338.0,6.43,6.37,4.04 +35816,0.31,Ideal,F,IF,62.1,54.0,914.0,4.38,4.41,2.73 +18556,1.17,Premium,G,VS1,62.4,56.0,7564.0,6.81,6.75,4.23 +45270,0.54,Ideal,F,VS2,61.4,57.0,1662.0,5.2,5.25,3.21 +8027,1.01,Very Good,F,SI2,62.1,58.0,4332.0,6.35,6.41,3.96 +31841,0.41,Premium,J,VVS1,62.2,59.0,775.0,4.71,4.75,2.94 +50859,0.7,Ideal,G,SI1,61.1,57.0,2312.0,5.72,5.77,3.51 +37530,0.5,Good,I,VS2,64.6,59.0,987.0,4.9,4.95,3.18 +35646,0.31,Premium,G,VVS2,62.2,59.0,907.0,4.36,4.32,2.7 +40900,0.47,Very Good,H,VS2,57.2,60.0,1178.0,5.18,5.21,2.97 +45293,0.51,Ideal,E,VS2,61.4,55.0,1662.0,5.2,5.15,3.18 +8901,1.07,Premium,F,SI2,60.8,58.0,4491.0,6.62,6.68,4.04 +14997,1.07,Premium,G,VS2,62.2,58.0,6040.0,6.54,6.48,4.05 +48118,0.54,Ideal,F,VS1,60.9,56.0,1937.0,5.27,5.29,3.21 +41494,0.44,Premium,D,VS1,60.2,59.0,1232.0,4.93,4.91,2.96 +3364,0.3,Very Good,I,VS2,62.7,56.0,407.0,4.27,4.28,2.68 +46439,0.58,Ideal,F,VS1,61.9,54.0,1772.0,5.33,5.37,3.31 +42251,0.37,Ideal,D,VVS1,62.0,56.0,1292.0,4.6,4.59,2.85 +47285,0.3,Premium,G,SI2,62.5,59.0,394.0,4.27,4.31,2.68 +50404,0.71,Very Good,E,SI2,61.9,63.0,2256.0,5.69,5.74,3.54 +2424,0.63,Ideal,E,VVS1,61.1,58.0,3181.0,5.49,5.54,3.37 +26035,0.32,Very Good,H,VVS2,61.0,58.0,645.0,4.41,4.44,2.7 +9119,1.12,Very Good,I,SI2,61.2,59.0,4533.0,6.69,6.74,4.11 +23828,2.0,Premium,J,SI2,59.8,60.0,11899.0,8.13,8.09,4.85 +25418,2.01,Very Good,H,SI2,63.2,57.0,14150.0,8.02,7.97,5.05 +14338,1.0,Premium,G,VS2,62.9,56.0,5806.0,6.42,6.27,3.99 +19062,1.61,Premium,J,VS2,61.7,59.0,7844.0,7.51,7.46,4.62 +53823,0.79,Premium,D,SI2,61.8,58.0,2735.0,5.95,5.89,3.66 +3781,1.01,Premium,I,SI2,62.9,58.0,3461.0,6.34,6.31,3.98 +40698,0.4,Ideal,E,VVS2,62.2,56.0,1158.0,4.71,4.78,2.95 +39929,0.31,Ideal,E,VVS1,61.3,56.0,1105.0,4.38,4.4,2.69 +28203,0.4,Very Good,H,SI1,62.6,58.0,666.0,4.68,4.72,2.94 +52349,0.7,Ideal,H,SI1,61.8,53.0,2499.0,5.71,5.74,3.54 +46763,0.57,Good,F,VS1,60.0,61.0,1801.0,5.35,5.38,3.22 +24624,1.11,Ideal,F,VVS1,62.1,57.0,12956.0,6.62,6.69,4.13 +31197,0.32,Ideal,I,VVS1,61.7,55.0,756.0,4.4,4.39,2.71 +44825,0.39,Ideal,G,IF,60.1,57.0,1624.0,4.74,4.77,2.85 +10513,1.03,Ideal,H,SI1,62.4,56.0,4800.0,6.45,6.5,4.04 +16954,1.01,Very Good,G,VS2,62.9,54.0,6773.0,6.35,6.4,4.0 +6179,0.9,Good,F,SI1,63.9,58.0,3992.0,6.08,6.03,3.87 +8520,1.04,Very Good,I,SI1,61.9,58.0,4426.0,6.45,6.47,4.0 +28523,0.41,Ideal,J,VS1,62.0,53.6,674.0,4.75,4.79,2.96 +23119,1.57,Premium,I,VVS2,60.7,58.0,11146.0,7.54,7.51,4.57 +3385,0.31,Good,I,SI1,63.5,56.0,408.0,4.28,4.32,2.73 +13654,1.09,Very Good,J,VVS1,63.9,56.0,5588.0,6.47,6.51,4.15 +27028,2.42,Premium,J,VS2,61.3,59.0,17168.0,8.61,8.58,5.27 +28234,0.33,Ideal,F,VS2,61.6,56.0,666.0,4.44,4.46,2.74 +37944,0.33,Very Good,H,VS2,58.8,62.0,486.0,4.49,4.53,2.65 +35090,0.3,Ideal,F,IF,62.3,57.0,886.0,4.25,4.29,2.66 +42282,0.36,Ideal,G,SI2,61.1,54.0,505.0,4.61,4.65,2.83 +22604,1.35,Ideal,G,VS1,62.7,57.0,10656.0,7.02,7.07,4.42 +14845,1.02,Premium,G,VS2,62.6,59.0,5978.0,6.39,6.43,4.01 +34059,0.36,Ideal,D,SI1,61.5,56.0,851.0,4.64,4.56,2.83 +30316,0.36,Premium,G,VS1,62.2,59.0,726.0,4.53,4.57,2.83 +22038,0.31,Ideal,I,VS1,61.6,55.0,628.0,4.36,4.34,2.68 +50706,1.01,Very Good,D,I1,63.4,61.0,2291.0,6.38,6.3,4.02 +50954,0.95,Fair,J,I1,64.9,56.0,2322.0,6.17,6.12,3.99 +43539,0.41,Ideal,D,VS1,61.9,56.0,1427.0,4.76,4.8,2.96 +44165,0.63,Ideal,J,SI1,61.8,56.0,1565.0,5.47,5.52,3.39 +39502,0.48,Very Good,J,SI2,62.3,63.0,1080.0,5.02,4.96,3.11 +36432,0.31,Premium,D,VS2,61.8,57.0,942.0,4.41,4.36,2.71 +43542,0.52,Good,F,SI1,65.5,66.0,1427.0,4.92,4.98,3.24 +33492,0.32,Ideal,F,VS2,61.9,56.0,828.0,4.39,4.37,2.71 +27299,2.05,Premium,D,SI1,60.4,58.0,17776.0,8.26,8.16,4.96 +53258,0.86,Good,G,SI2,63.2,53.0,2647.0,6.06,6.1,3.84 +4554,0.77,Very Good,D,VS1,62.4,58.0,3643.0,5.82,5.87,3.65 +48728,0.52,Ideal,G,VVS2,59.8,57.0,2012.0,5.26,5.24,3.14 +41892,0.41,Ideal,G,IF,61.7,56.0,1259.0,4.79,4.81,2.96 +19525,1.02,Ideal,F,VS1,62.6,54.0,8157.0,6.45,6.41,4.02 +51909,0.72,Ideal,D,SI2,62.3,57.0,2435.0,5.75,5.8,3.6 +40955,0.42,Premium,D,VS1,60.8,60.0,1179.0,4.84,4.87,2.95 +37293,0.52,Good,I,SI1,63.6,60.0,978.0,5.05,5.1,3.23 +53637,0.3,Ideal,D,SI1,61.6,57.0,552.0,4.28,4.32,2.65 +30703,0.3,Very Good,F,VVS2,62.4,58.0,737.0,4.25,4.28,2.66 +2996,0.9,Good,G,SI2,63.8,59.0,3303.0,6.02,6.05,3.85 +31877,0.3,Very Good,H,VVS2,63.5,55.0,776.0,4.28,4.25,2.71 +39914,0.73,Fair,H,I1,66.2,56.0,1104.0,5.62,5.46,3.69 +10013,1.01,Premium,H,SI1,62.2,54.0,4707.0,6.48,6.41,4.01 +13069,1.23,Premium,I,SI1,62.5,59.0,5412.0,6.8,6.84,4.26 +41445,0.54,Premium,J,VVS2,58.2,62.0,1229.0,5.37,5.31,3.11 +21664,1.5,Premium,I,VS1,60.8,61.0,9761.0,7.39,7.35,4.48 +28317,0.3,Very Good,H,SI1,60.1,55.0,432.0,4.38,4.41,2.64 +17030,1.11,Ideal,E,SI1,61.1,57.0,6800.0,6.64,6.72,4.08 +5382,0.34,Premium,I,SI1,62.7,58.0,574.0,4.43,4.4,2.77 +36736,0.32,Very Good,E,VVS1,60.8,58.0,954.0,4.38,4.41,2.67 +39022,0.43,Very Good,F,VS1,61.0,57.0,1056.0,4.84,4.89,2.97 +578,0.51,Very Good,D,VVS1,59.9,58.0,2834.0,5.16,5.19,3.1 +32304,0.35,Good,E,SI2,64.0,55.0,454.0,4.45,4.49,2.86 +30441,0.32,Ideal,G,VVS2,61.1,55.0,730.0,4.42,4.45,2.71 +49525,0.54,Very Good,G,VVS1,60.7,56.0,2123.0,5.25,5.3,3.2 +9863,1.19,Ideal,J,SI1,62.0,56.0,4678.0,6.8,6.77,4.21 +5092,0.9,Good,D,SI1,64.1,56.0,3755.0,6.04,6.07,3.88 +40952,0.42,Ideal,D,VS1,61.1,57.0,1179.0,4.81,4.84,2.95 +10839,0.9,Very Good,G,VS1,61.7,60.0,4872.0,6.11,6.2,3.8 +7417,0.98,Good,F,SI1,56.8,64.0,4226.0,6.68,6.52,3.75 +834,0.82,Ideal,F,SI2,62.3,56.0,2867.0,5.99,5.95,3.72 +2857,0.9,Very Good,I,SI1,61.7,58.0,3274.0,6.17,6.21,3.82 +15691,0.29,Ideal,G,VVS2,61.4,57.0,607.0,4.27,4.3,2.63 +45983,0.3,Good,H,VS1,63.2,56.0,526.0,4.25,4.29,2.7 +40203,0.5,Very Good,F,SI1,60.0,54.0,1122.0,5.13,5.2,3.1 +22160,1.24,Premium,G,VVS2,59.9,60.0,10202.0,6.98,7.0,4.19 +21564,1.51,Very Good,G,SI1,63.4,58.0,9664.0,7.19,7.3,4.59 +26054,2.01,Good,E,SI2,63.1,58.0,15255.0,7.89,8.01,5.02 +20264,1.01,Ideal,F,VVS2,61.8,56.0,8688.0,6.49,6.46,4.0 +20199,1.17,Ideal,G,VS1,61.8,57.0,8639.0,6.76,6.8,4.19 +29605,0.35,Ideal,F,VS2,62.5,57.0,706.0,4.5,4.53,2.82 +45897,0.52,Ideal,D,SI1,61.5,55.0,1720.0,5.22,5.19,3.2 +15394,1.1,Ideal,F,VS2,60.0,57.0,6166.0,6.76,6.71,4.04 +28925,0.39,Very Good,G,SI1,61.7,57.0,684.0,4.77,4.7,2.92 +42924,0.41,Very Good,D,VVS2,61.2,55.0,1364.0,4.79,4.82,2.95 +36464,0.31,Ideal,D,VS2,62.2,57.0,942.0,4.34,4.31,2.69 +1172,0.7,Very Good,D,VS2,60.8,59.0,2928.0,5.67,5.71,3.46 +49745,0.64,Ideal,G,VS1,62.3,54.0,2155.0,5.54,5.56,3.46 +7365,1.0,Very Good,G,SI1,58.6,63.0,4218.0,6.56,6.58,3.85 +5246,1.0,Very Good,F,SI2,62.7,58.0,3789.0,6.3,6.36,3.97 +33267,0.3,Ideal,E,VVS1,62.3,55.0,826.0,4.29,4.32,2.68 +15513,1.52,Premium,I,SI2,62.2,59.0,6214.0,7.36,7.27,4.56 +9050,0.35,Good,E,SI2,64.0,55.0,588.0,4.49,4.45,2.86 +53703,0.9,Good,J,SI2,63.9,56.0,2717.0,6.17,6.1,3.92 +26221,2.01,Good,H,SI1,60.9,65.0,15618.0,8.22,8.18,4.99 +50239,0.51,Ideal,E,VS1,61.4,56.0,2233.0,5.14,5.16,3.16 +248,1.05,Very Good,J,SI2,63.2,56.0,2789.0,6.49,6.45,4.09 +8166,1.01,Premium,G,SI2,62.4,58.0,4362.0,6.38,6.41,3.99 +17758,1.5,Very Good,I,SI2,63.1,59.0,7150.0,7.24,7.15,4.54 +47635,0.51,Ideal,D,VS2,61.6,56.0,1882.0,5.17,5.15,3.18 +36616,0.32,Very Good,G,SI1,61.0,61.0,477.0,4.38,4.41,2.68 +38110,0.36,Premium,E,VS2,61.3,60.0,1013.0,4.59,4.54,2.8 +13438,1.16,Ideal,J,IF,60.6,56.0,5519.0,6.79,6.86,4.14 +14604,1.02,Premium,D,SI1,62.3,59.0,5890.0,6.38,6.42,3.99 +31821,0.41,Ideal,J,VS1,62.2,55.0,775.0,4.79,4.76,2.97 +40879,0.38,Ideal,E,VVS2,61.6,55.0,1176.0,4.72,4.67,2.89 +10642,0.9,Premium,E,VS2,62.1,55.0,4833.0,6.23,6.14,3.84 +48521,0.54,Ideal,G,VVS2,61.4,55.0,1985.0,5.22,5.3,3.23 +52883,0.73,Ideal,G,SI1,62.1,54.0,2583.0,5.78,5.81,3.6 +26525,2.02,Very Good,I,VS2,63.2,53.0,16179.0,8.09,8.18,5.14 +52109,0.61,Ideal,H,IF,59.4,59.0,2461.0,5.55,5.59,3.31 +47447,0.53,Premium,D,VS2,60.4,58.0,1857.0,5.23,5.26,3.17 +20930,1.7,Ideal,E,SI2,61.6,57.0,9139.0,7.63,7.57,4.68 +36576,0.35,Ideal,D,VS2,62.3,56.0,945.0,4.54,4.51,2.82 +28360,0.4,Ideal,I,VS2,62.3,54.0,667.0,4.74,4.77,2.96 +21800,1.2,Premium,G,VVS2,61.2,58.0,9873.0,6.84,6.88,4.2 +26371,1.5,Ideal,D,VS2,62.6,56.0,15848.0,7.21,7.27,4.53 +39187,0.5,Premium,F,SI1,61.2,59.0,1063.0,5.13,5.1,3.13 +18381,0.31,Premium,G,VS1,59.9,59.0,617.0,4.44,4.41,2.65 +44308,0.62,Premium,E,SI2,61.1,59.0,1579.0,5.53,5.5,3.37 +13644,1.37,Very Good,I,SI2,63.0,57.0,5584.0,6.98,7.05,4.42 +20793,1.52,Very Good,D,SI2,63.2,58.0,9030.0,7.31,7.25,4.6 +1557,0.81,Premium,F,SI1,61.9,58.0,3004.0,5.99,5.96,3.7 +49166,0.71,Very Good,G,SI1,64.2,56.0,2072.0,5.6,5.65,3.61 +50409,0.77,Ideal,J,VS2,62.5,57.0,2257.0,5.8,5.91,3.66 +47434,0.57,Ideal,E,VS2,62.5,56.0,1853.0,5.3,5.33,3.32 +33285,0.31,Very Good,D,SI2,62.9,54.0,462.0,4.3,4.35,2.72 +12236,1.02,Very Good,D,SI1,63.2,58.0,5198.0,6.41,6.35,4.03 +32791,0.33,Ideal,F,VS2,61.1,56.0,804.0,4.47,4.5,2.74 +21954,1.51,Premium,G,SI1,60.6,58.0,10020.0,7.47,7.39,4.5 +46044,0.56,Ideal,F,VS2,62.3,55.0,1729.0,5.32,5.28,3.3 +22808,1.59,Ideal,H,SI1,61.5,57.0,10832.0,7.53,7.59,4.65 +50873,0.81,Ideal,H,SI2,63.0,57.0,2313.0,5.94,5.9,3.73 +21688,1.09,Ideal,F,VS1,61.6,55.0,9786.0,6.62,6.67,4.09 +30931,0.26,Ideal,H,VS1,61.8,56.0,448.0,4.12,4.14,2.55 +23661,1.55,Premium,H,VS2,61.3,61.0,11708.0,7.46,7.39,4.55 +36060,0.31,Ideal,G,IF,62.6,57.0,924.0,4.3,4.32,2.7 +7125,1.0,Premium,G,SI2,59.4,62.0,4172.0,6.5,6.47,3.85 +38627,0.31,Good,H,VS2,63.1,57.0,489.0,4.28,4.31,2.71 +30563,0.31,Ideal,D,VS2,62.2,54.0,734.0,4.31,4.34,2.69 +22288,1.58,Ideal,I,VS2,61.1,55.0,10338.0,7.48,7.53,4.59 +35216,0.32,Ideal,E,VVS1,61.2,55.0,892.0,4.41,4.42,2.7 +192,0.7,Ideal,E,VS2,62.1,55.0,2777.0,5.7,5.67,3.53 +20261,1.01,Ideal,F,VVS2,61.0,57.0,8688.0,6.52,6.46,3.96 +19623,0.9,Good,D,VVS1,62.9,58.0,8239.0,6.01,6.1,3.81 +16492,1.04,Ideal,G,VS2,62.5,57.0,6589.0,6.46,6.49,4.05 +4000,0.74,Ideal,D,SI1,61.8,56.0,3517.0,5.84,5.88,3.62 +7923,1.11,Very Good,J,SI1,62.4,57.7,4316.0,6.57,6.64,4.12 +41084,0.41,Ideal,F,VVS2,61.7,56.0,1192.0,4.81,4.78,2.96 +8193,1.04,Premium,I,SI1,62.0,57.0,4368.0,6.5,6.47,4.02 +52904,0.75,Ideal,F,SI2,62.1,55.0,2586.0,5.83,5.87,3.63 +43954,0.31,Very Good,F,SI1,60.6,60.0,516.0,4.34,4.37,2.64 +9867,1.03,Very Good,D,SI2,62.8,56.0,4679.0,6.43,6.46,4.05 +31390,0.41,Ideal,H,SI1,61.5,55.0,763.0,4.78,4.81,2.95 +16999,1.01,Premium,G,VS1,60.3,58.0,6787.0,6.56,6.5,3.94 +17109,1.0,Good,E,VS1,60.6,63.0,6822.0,6.28,6.42,3.85 +41612,0.27,Very Good,G,VVS2,62.1,56.0,504.0,4.14,4.18,2.58 +53700,0.9,Premium,J,SI2,63.0,59.0,2717.0,6.14,6.11,3.86 +25837,2.18,Ideal,I,SI2,61.4,60.0,14870.0,8.37,8.31,5.12 +44602,0.53,Ideal,G,VS2,60.4,57.0,1607.0,5.27,5.23,3.17 +42667,0.44,Ideal,E,VVS2,60.7,57.0,1334.0,4.92,4.9,2.98 +32443,0.43,Very Good,F,SI1,62.4,57.0,792.0,4.79,4.82,3.0 +53716,0.57,Ideal,E,VVS2,60.6,56.2,2719.0,5.36,5.4,3.26 +51892,0.72,Ideal,I,VS1,61.7,54.5,2430.0,5.77,5.8,3.57 +30505,0.31,Premium,D,SI1,61.7,59.0,732.0,4.35,4.31,2.67 +47320,0.23,Very Good,E,VVS2,62.4,59.0,530.0,3.91,3.94,2.45 +45081,0.57,Premium,E,VS2,62.5,55.0,1645.0,5.33,5.27,3.31 +39,0.26,Very Good,D,VS2,60.8,59.0,403.0,4.13,4.16,2.52 +27578,2.11,Very Good,D,SI2,60.9,60.0,18407.0,8.21,8.28,5.02 +28475,0.32,Ideal,G,VS2,62.0,57.0,672.0,4.41,4.37,2.72 +32094,0.33,Ideal,D,VS2,60.7,57.0,781.0,4.46,4.5,2.72 +18105,1.02,Ideal,G,VS1,61.0,57.0,7324.0,6.48,6.5,3.96 +53066,0.72,Very Good,E,SI2,63.4,58.0,2608.0,5.66,5.64,3.58 +34081,0.36,Ideal,E,VS1,62.0,56.0,852.0,4.57,4.59,2.84 +47398,0.55,Premium,G,SI1,60.2,59.0,1848.0,5.32,5.28,3.19 +26982,2.12,Ideal,I,VS2,62.7,56.0,17068.0,8.16,8.24,5.14 +17567,1.2,Ideal,H,VS2,61.2,59.0,7072.0,6.84,6.89,4.2 +21234,1.7,Good,J,VS2,62.4,61.0,9380.0,7.47,7.53,4.68 +49326,0.75,Very Good,H,SI2,62.2,58.0,2093.0,5.77,5.83,3.61 +48775,0.7,Premium,H,SI1,62.3,58.0,2020.0,5.63,5.57,3.49 +15402,1.02,Very Good,G,VS2,63.2,57.0,6169.0,6.41,6.38,4.04 +31032,0.31,Ideal,F,VS2,61.9,57.0,749.0,4.34,4.32,2.68 +43108,0.54,Ideal,F,SI1,62.1,57.0,1385.0,5.22,5.24,3.25 +26741,1.7,Premium,G,VS1,61.0,59.0,16521.0,7.7,7.64,4.68 +21465,1.54,Ideal,H,SI1,61.1,56.0,9562.0,7.45,7.42,4.54 +40526,0.58,Very Good,J,VS2,59.5,62.0,1147.0,5.41,5.44,3.23 +36162,0.38,Ideal,G,VVS2,61.9,55.6,929.0,4.64,4.67,2.88 +46449,0.54,Premium,F,VS1,61.8,59.0,1773.0,5.23,5.16,3.21 +7328,0.9,Premium,E,SI1,61.9,58.0,4209.0,6.17,6.1,3.8 +17411,1.03,Premium,D,VS1,59.6,61.0,6974.0,6.62,6.57,3.93 +20443,1.51,Premium,I,SI1,62.2,60.0,8794.0,7.3,7.23,4.52 +18123,1.0,Premium,F,VS1,62.3,61.0,7336.0,6.38,6.33,3.96 +7856,0.9,Premium,D,SI1,59.4,62.0,4304.0,6.24,6.19,3.69 +7615,1.01,Premium,G,SI1,59.2,59.0,4260.0,6.52,6.58,3.88 +37570,0.47,Ideal,H,VS2,62.7,55.0,989.0,4.95,5.08,3.15 +30309,0.38,Ideal,G,VS2,60.4,57.0,726.0,4.68,4.71,2.83 +32184,0.41,Very Good,H,VS1,61.5,55.0,788.0,4.8,4.82,2.96 +28367,0.33,Ideal,D,VS2,60.3,55.0,667.0,4.5,4.52,2.72 +31491,0.34,Ideal,G,VS2,61.3,55.0,765.0,4.51,4.49,2.76 +30801,0.3,Ideal,D,VS1,61.2,59.0,742.0,4.29,4.31,2.63 +25386,1.5,Premium,F,VS2,61.1,58.0,14071.0,7.33,7.36,4.49 +17138,1.5,Fair,H,SI1,65.0,57.0,6838.0,7.1,7.06,4.6 +44235,0.62,Premium,G,SI1,59.9,58.0,1572.0,5.56,5.49,3.31 +19128,1.34,Ideal,F,SI1,61.7,55.0,7893.0,7.07,7.13,4.38 +41607,0.3,Very Good,E,SI2,58.8,60.0,393.0,4.39,4.42,2.59 +25667,2.09,Premium,H,SI2,61.4,60.0,14581.0,8.24,8.2,5.05 +51979,0.32,Ideal,H,SI1,61.9,54.0,547.0,4.39,4.43,2.73 +26385,2.02,Very Good,G,SI2,62.8,55.0,15877.0,8.06,8.11,5.08 +43196,0.42,Ideal,G,IF,62.4,57.0,1394.0,4.79,4.82,3.0 +31052,0.3,Ideal,F,VVS2,61.6,55.0,751.0,4.3,4.33,2.66 +32081,0.33,Very Good,D,VS2,62.8,54.0,781.0,4.43,4.46,2.79 +44607,0.53,Premium,G,VS2,62.6,58.0,1607.0,5.18,5.11,3.22 +14272,1.2,Good,H,SI1,63.7,58.0,5779.0,6.72,6.68,4.27 +25445,1.5,Premium,F,VS2,61.6,58.0,14199.0,7.37,7.31,4.52 +117,0.8,Premium,F,SI2,61.7,58.0,2762.0,5.98,5.94,3.68 +20018,0.3,Good,H,SI1,63.4,57.0,421.0,4.27,4.31,2.72 +43259,0.47,Ideal,E,VS1,61.5,55.0,1400.0,5.01,5.04,3.09 +24421,1.58,Ideal,F,SI1,61.6,55.0,12671.0,7.52,7.57,4.65 +30543,0.31,Premium,E,VS1,61.9,58.0,734.0,4.31,4.32,2.67 +16158,1.36,Premium,F,SI2,61.4,59.0,6458.0,7.16,7.12,4.38 +29275,0.31,Premium,I,VVS2,59.4,59.0,698.0,4.44,4.41,2.63 +19258,1.55,Ideal,J,SI1,61.7,54.0,7987.0,7.42,7.55,4.62 +35432,0.32,Ideal,E,VS2,62.1,56.0,900.0,4.43,4.4,2.74 +49919,0.7,Premium,G,SI1,61.8,59.0,2184.0,5.68,5.59,3.48 +46793,0.5,Premium,G,VVS2,62.2,61.0,1806.0,5.09,5.07,3.16 +22229,1.01,Ideal,E,VVS2,61.4,56.0,10283.0,6.49,6.45,3.97 +22335,1.5,Very Good,H,SI1,60.6,60.0,10380.0,7.45,7.36,4.49 +37750,0.36,Ideal,E,VVS2,61.9,55.0,998.0,4.57,4.61,2.84 +12205,1.01,Very Good,G,SI1,63.7,60.0,5192.0,6.31,6.35,4.03 +2515,0.9,Good,H,SI1,63.8,57.0,3201.0,6.07,6.13,3.89 +51730,0.58,Ideal,F,VVS2,61.9,56.0,2401.0,5.38,5.35,3.32 +15508,1.06,Very Good,G,VS2,60.1,58.0,6212.0,6.64,6.67,4.0 +43888,0.5,Very Good,D,SI1,61.6,56.0,1454.0,5.09,5.11,3.14 +23577,1.62,Ideal,I,VVS2,62.7,54.0,11587.0,7.47,7.52,4.7 +16827,1.51,Premium,J,SI2,61.9,56.0,6712.0,7.44,7.29,4.56 +6743,0.33,Ideal,G,VS2,62.2,56.0,579.0,4.43,4.44,2.76 +18564,1.0,Ideal,E,VS2,62.1,57.0,7569.0,6.38,6.41,3.97 +40104,0.33,Premium,G,VVS1,62.8,59.0,1114.0,4.44,4.38,2.77 +33935,0.33,Very Good,I,VS2,61.0,61.0,463.0,4.43,4.46,2.71 +12614,1.14,Premium,I,VS1,62.3,59.0,5291.0,6.69,6.64,4.15 +7844,1.09,Premium,J,VS1,59.3,57.0,4303.0,6.79,6.74,4.01 +3947,0.71,Ideal,D,SI1,61.4,55.0,3502.0,5.78,5.82,3.56 +11148,1.11,Premium,I,VS2,60.4,58.0,4942.0,6.79,6.73,4.08 +25185,2.18,Ideal,I,VS2,62.0,57.0,13769.0,8.35,8.24,5.14 +5446,0.9,Very Good,J,SI1,63.4,59.0,3830.0,6.14,6.1,3.88 +29689,0.4,Very Good,E,SI1,62.9,58.0,707.0,4.71,4.74,2.97 +46802,0.52,Ideal,F,VS2,60.0,62.0,1806.0,5.23,5.19,3.13 +38184,0.41,Premium,D,SI1,61.4,58.0,1015.0,4.78,4.76,2.93 +3533,0.91,Very Good,H,SI2,58.4,63.0,3408.0,6.29,6.24,3.66 +9422,1.01,Very Good,D,SI2,60.3,57.0,4588.0,6.51,6.56,3.94 +24807,1.51,Premium,H,IF,60.2,60.0,13194.0,7.44,7.41,4.47 +47674,0.51,Ideal,D,VS2,62.4,55.0,1882.0,5.14,5.11,3.2 +41823,0.5,Ideal,D,SI2,62.3,54.0,1250.0,5.11,5.06,3.17 +22662,1.26,Ideal,F,VS2,61.5,56.0,10709.0,6.97,7.01,4.3 +42963,0.42,Very Good,E,VVS1,60.5,55.0,1365.0,4.85,4.9,2.95 +26469,2.28,Very Good,I,SI2,62.9,57.0,16041.0,8.34,8.41,5.27 +49015,0.5,Ideal,F,VVS2,62.0,55.0,2052.0,5.1,5.12,3.17 +37359,0.4,Premium,F,VS1,61.1,59.0,982.0,4.71,4.75,2.89 +31999,0.3,Ideal,G,VS1,62.3,56.0,776.0,4.32,4.29,2.68 +9807,1.01,Ideal,E,SI2,61.6,58.0,4668.0,6.45,6.5,3.99 +10998,0.9,Premium,E,VS1,62.3,56.0,4914.0,6.19,6.1,3.83 +34834,0.3,Ideal,H,VVS1,63.0,56.0,878.0,4.27,4.24,2.68 +13973,1.2,Premium,G,SI2,60.2,60.0,5689.0,6.9,6.83,4.13 +11224,1.2,Very Good,J,VS2,62.6,57.0,4963.0,6.72,6.8,4.23 +3664,0.76,Ideal,D,VS2,61.2,57.0,3443.0,5.89,5.91,3.61 +19451,1.04,Premium,G,VVS2,61.8,58.0,8098.0,6.51,6.47,4.01 +102,0.75,Premium,E,SI1,59.9,54.0,2760.0,6.0,5.96,3.58 +16102,1.24,Very Good,G,SI1,61.8,59.0,6438.0,6.85,6.88,4.24 +10533,1.1,Premium,I,SI1,62.7,57.0,4805.0,6.6,6.55,4.12 +44271,0.56,Very Good,H,VS2,61.8,54.1,1576.0,5.31,5.34,3.29 +43255,0.42,Ideal,G,IF,62.1,56.0,1400.0,4.8,4.83,2.99 +140,0.64,Ideal,G,VVS1,61.9,56.0,2766.0,5.53,5.56,3.43 +22074,1.49,Premium,H,SI1,61.9,57.0,10096.0,7.35,7.31,4.54 +49078,0.71,Premium,F,SI2,62.3,60.0,2060.0,5.67,5.7,3.54 +37450,0.34,Ideal,G,IF,62.2,56.0,984.0,4.45,4.46,2.77 +1945,0.81,Ideal,H,VS2,61.6,56.0,3084.0,6.03,5.98,3.7 +35016,0.4,Premium,E,SI1,61.0,59.0,882.0,4.74,4.71,2.88 +12258,1.03,Ideal,I,VS1,60.9,56.0,5206.0,6.52,6.59,3.99 +41584,0.32,Very Good,G,SI2,60.7,61.0,388.0,4.42,4.47,2.7 +18763,1.07,Premium,E,VS2,59.3,56.0,7670.0,6.71,6.69,3.97 +18550,1.21,Premium,H,VS2,59.9,59.0,7562.0,6.94,6.92,4.15 +11565,1.09,Ideal,E,SI2,61.6,55.0,5035.0,6.6,6.64,4.08 +52634,0.3,Very Good,G,VVS2,61.6,56.0,552.0,4.27,4.3,2.64 +21248,1.26,Ideal,G,VS2,60.8,55.0,9399.0,7.02,7.04,4.28 +19369,0.4,Good,D,SI2,63.4,59.0,622.0,4.67,4.7,2.97 +37812,0.35,Ideal,G,IF,61.3,55.0,1001.0,4.57,4.6,2.81 +36536,0.4,Ideal,I,VS1,63.0,56.0,945.0,4.72,4.68,2.96 +15521,1.03,Very Good,F,VS2,63.4,62.0,6218.0,6.34,6.31,4.01 +10512,0.63,Very Good,D,IF,59.6,59.0,4800.0,5.55,5.59,3.32 +22436,1.0,Very Good,E,VVS1,62.7,54.0,10463.0,6.36,6.39,4.0 +28288,0.24,Very Good,D,VS1,61.1,60.0,367.0,3.96,3.99,2.43 +27190,2.01,Very Good,H,SI1,60.1,60.0,17476.0,8.25,8.2,4.94 +19641,1.35,Very Good,G,VS1,63.4,56.0,8256.0,7.09,7.01,4.47 +7547,0.92,Good,H,VS2,63.4,57.0,4247.0,6.11,6.17,3.89 +29817,0.3,Very Good,D,SI1,63.2,56.0,709.0,4.27,4.24,2.69 +49980,0.3,Very Good,G,VS2,61.7,56.0,541.0,4.32,4.35,2.67 +27447,2.01,Premium,G,SI1,61.8,60.0,18077.0,7.99,8.04,4.95 +31088,0.3,Good,D,VVS2,63.6,55.0,752.0,4.25,4.31,2.72 +9144,1.0,Very Good,I,SI1,63.3,56.0,4538.0,6.27,6.36,4.0 +7101,1.17,Premium,F,SI2,59.9,59.0,4167.0,6.86,6.82,4.1 +36615,0.34,Premium,E,SI2,62.4,59.0,477.0,4.42,4.46,2.77 +34942,0.24,Very Good,E,VS1,60.1,57.0,378.0,4.08,4.1,2.46 +19124,1.5,Very Good,H,SI2,63.0,58.0,7888.0,7.2,7.25,4.55 +38116,0.3,Premium,H,IF,62.9,58.0,1013.0,4.29,4.26,2.69 +12228,1.0,Premium,F,SI1,62.7,59.0,5197.0,6.36,6.4,4.0 +28513,0.4,Very Good,G,SI1,61.7,61.0,673.0,4.63,4.68,2.87 +34833,0.3,Very Good,H,VVS1,63.3,59.0,878.0,4.28,4.22,2.69 +18689,1.5,Premium,F,SI2,58.5,60.0,7644.0,7.52,7.48,4.39 +36421,0.39,Premium,G,VS2,60.4,61.0,942.0,4.73,4.71,2.85 +15306,1.4,Very Good,J,SI1,63.5,58.0,6145.0,7.05,7.09,4.49 +4827,0.9,Premium,F,SI2,62.0,61.0,3704.0,6.16,6.14,3.81 +35361,0.38,Premium,I,VS1,61.3,60.0,898.0,4.65,4.62,2.84 +44455,0.53,Very Good,F,VS2,62.7,57.0,1592.0,5.1,5.14,3.21 +36810,0.3,Ideal,G,IF,62.8,57.0,956.0,4.3,4.27,2.69 +41657,0.5,Ideal,D,SI2,62.5,55.0,1239.0,5.07,5.14,3.19 +4479,0.81,Ideal,F,VS2,61.9,55.0,3624.0,6.0,5.95,3.7 +37778,0.37,Premium,E,VS1,61.5,55.0,999.0,4.7,4.66,2.88 +18055,0.3,Ideal,I,IF,62.5,56.0,615.0,4.26,4.28,2.67 +48744,0.76,Good,J,VS1,62.6,61.9,2015.0,5.7,5.75,3.58 +13292,1.21,Premium,J,VS1,60.0,60.0,5489.0,6.95,6.88,4.15 +27362,0.34,Ideal,E,VS2,62.0,56.0,646.0,4.46,4.48,2.77 +21418,1.75,Premium,H,VS2,61.5,58.0,9526.0,7.75,7.69,4.75 +9891,0.9,Very Good,H,VS1,63.6,55.0,4685.0,6.15,6.11,3.9 +53584,0.75,Very Good,E,SI1,63.4,57.0,2698.0,5.77,5.75,3.65 +16574,1.01,Ideal,G,VS2,61.4,58.0,6618.0,6.47,6.44,3.97 +25156,1.5,Very Good,F,VS2,62.6,59.0,13728.0,7.21,7.26,4.53 +30999,0.36,Ideal,E,VS2,61.0,54.0,747.0,4.6,4.64,2.82 +19166,1.22,Ideal,G,VS2,62.0,55.0,7923.0,6.83,6.91,4.26 +16188,1.01,Premium,G,VVS2,61.3,61.0,6470.0,6.47,6.32,3.92 +51095,0.7,Good,I,VVS2,59.7,59.0,2335.0,5.73,5.77,3.43 +18242,1.75,Ideal,H,I1,61.5,55.0,7409.0,7.78,7.75,4.78 +49342,0.71,Good,H,SI1,63.5,57.0,2096.0,5.63,5.67,3.59 +23051,1.23,Very Good,G,VVS1,61.2,55.8,11081.0,6.9,6.94,4.23 +4813,0.9,Premium,E,SI2,59.2,60.0,3701.0,6.31,6.23,3.71 +21342,1.05,Ideal,F,VVS2,61.6,56.0,9483.0,6.55,6.53,4.03 +23581,2.72,Ideal,H,I1,59.6,55.0,11594.0,9.17,9.13,5.45 +47647,0.23,Ideal,F,VVS2,62.0,56.0,530.0,3.92,3.98,2.45 +13475,1.01,Very Good,E,SI1,59.5,57.0,5534.0,6.56,6.62,3.92 +14431,1.01,Premium,H,VS1,62.1,62.0,5826.0,6.36,6.32,3.94 +15163,1.54,Ideal,H,SI2,61.8,57.0,6095.0,7.43,7.35,4.57 +1379,0.86,Very Good,G,SI2,62.6,56.0,2967.0,6.01,6.07,3.78 +24176,2.13,Ideal,I,SI2,62.6,56.0,12356.0,8.21,8.14,5.12 +26890,2.06,Premium,F,SI2,61.7,59.0,16857.0,8.21,8.13,5.04 +35421,0.4,Premium,G,SI1,62.0,59.0,900.0,4.72,4.7,2.92 +35714,0.3,Ideal,D,VS2,61.1,56.0,911.0,4.36,4.32,2.65 +40841,0.52,Very Good,E,SI2,62.7,56.0,1173.0,5.07,5.1,3.19 +1532,0.74,Premium,E,VS1,62.7,58.0,2999.0,5.83,5.74,3.63 +13603,1.02,Very Good,H,VS2,62.4,57.0,5565.0,6.35,6.4,3.98 +43299,0.46,Ideal,H,VS1,61.2,55.0,1401.0,4.96,5.04,3.06 +3225,0.63,Ideal,F,VVS2,61.2,56.0,3351.0,5.53,5.55,3.39 +45827,0.65,Premium,G,SI1,59.9,59.0,1712.0,5.69,5.62,3.39 +22088,1.79,Ideal,J,SI1,59.8,61.0,10108.0,7.87,7.91,4.72 +50865,0.6,Ideal,G,VVS2,61.4,59.0,2313.0,5.37,5.41,3.31 +52757,0.7,Very Good,G,VS2,62.5,54.0,2562.0,5.63,5.69,3.54 +4773,0.94,Very Good,D,SI2,60.9,62.0,3691.0,6.22,6.3,3.81 +38849,0.4,Ideal,I,IF,62.2,56.0,1050.0,4.75,4.71,2.94 +17015,1.25,Ideal,J,VS1,61.2,56.0,6793.0,6.93,6.95,4.25 +41356,0.43,Ideal,I,VS1,62.4,56.0,1218.0,4.81,4.84,3.01 +33698,0.33,Ideal,G,VVS1,61.7,55.0,838.0,4.48,4.5,2.77 +7018,1.0,Good,F,SI1,63.7,58.0,4158.0,6.29,6.34,4.02 +15789,1.26,Very Good,I,SI1,61.9,58.0,6318.0,6.97,6.92,4.3 +34454,0.32,Ideal,I,IF,62.2,57.0,864.0,4.37,4.35,2.71 +5329,0.9,Ideal,E,SI2,62.6,57.0,3808.0,6.13,6.2,3.86 +26338,1.55,Ideal,D,VS2,60.1,58.0,15845.0,7.56,7.54,4.54 +12165,1.13,Premium,E,SI1,60.8,58.0,5179.0,6.77,6.71,4.1 +19644,1.77,Very Good,J,SI2,63.4,60.0,8257.0,7.65,7.61,4.84 +42617,0.32,Ideal,H,VS2,62.0,55.0,505.0,4.39,4.42,2.73 +35374,0.41,Very Good,G,VS1,62.4,57.0,899.0,4.71,4.74,2.95 +37559,0.31,Ideal,G,IF,61.6,55.0,988.0,4.39,4.34,2.69 +2185,1.0,Premium,G,SI2,62.5,59.0,3136.0,6.41,6.33,3.98 +15144,1.35,Very Good,H,SI2,62.2,56.0,6088.0,7.02,7.06,4.38 +37334,0.43,Ideal,E,VS1,61.2,56.0,981.0,4.89,4.94,3.01 +33274,0.32,Good,H,SI1,63.4,55.0,461.0,4.36,4.38,2.77 +20231,1.5,Very Good,I,VS2,58.4,61.0,8662.0,7.42,7.48,4.35 +36086,0.32,Premium,D,VVS2,61.5,60.0,926.0,4.37,4.41,2.7 +3820,1.11,Premium,I,SI2,62.5,56.0,3469.0,6.63,6.55,4.12 +16281,1.01,Ideal,G,VS2,60.1,55.0,6512.0,6.53,6.58,3.94 +34855,0.3,Premium,G,VVS2,62.2,59.0,878.0,4.31,4.28,2.67 +18180,1.52,Good,J,VS2,63.5,58.0,7370.0,7.24,7.28,4.61 +47705,0.58,Ideal,E,VS2,61.9,56.0,1884.0,5.35,5.38,3.32 +29764,0.35,Ideal,I,VS1,61.6,56.0,709.0,4.58,4.54,2.81 +35967,0.31,Good,H,VS1,64.1,55.0,476.0,4.25,4.27,2.73 +29128,0.3,Very Good,G,VVS1,60.7,57.0,691.0,4.35,4.37,2.65 +8221,1.06,Very Good,H,SI2,62.8,57.0,4372.0,6.49,6.57,4.1 +14786,1.09,Very Good,H,SI1,62.5,57.0,5950.0,6.49,6.54,4.07 +5523,0.9,Premium,G,VS2,62.9,62.0,3850.0,6.06,6.02,3.8 +4161,0.72,Very Good,E,VS2,60.0,57.0,3550.0,5.81,5.86,3.5 +45886,0.58,Ideal,G,VS2,60.6,55.0,1719.0,5.42,5.45,3.3 +10435,1.16,Very Good,H,SI2,61.8,58.0,4785.0,6.75,6.81,4.19 +7797,1.04,Ideal,H,SI2,61.1,56.0,4290.0,6.6,6.66,4.05 +12554,1.01,Ideal,G,SI1,61.6,57.0,5273.0,6.4,6.32,3.92 +26251,1.63,Ideal,G,VS1,61.7,55.0,15697.0,7.56,7.6,4.68 +37874,0.39,Ideal,E,VS1,62.7,53.6,1004.0,4.67,4.69,2.93 +43482,0.5,Premium,E,VS2,61.8,59.0,1420.0,5.07,5.02,3.12 +21274,1.7,Ideal,H,SI1,62.2,53.0,9425.0,7.67,7.6,4.75 +32452,0.39,Very Good,E,VS2,60.9,58.0,793.0,4.72,4.77,2.89 +19920,1.5,Good,J,VS1,64.1,55.0,8467.0,7.23,7.13,4.6 +23656,1.57,Ideal,G,SI1,61.8,55.0,11702.0,7.49,7.43,4.61 +45038,0.51,Very Good,E,VS2,63.3,55.0,1638.0,5.12,5.09,3.23 +18865,1.57,Ideal,J,SI1,62.3,57.0,7737.0,7.45,7.39,4.62 +53777,0.79,Premium,H,VS2,62.6,61.0,2726.0,5.9,5.86,3.68 +18552,1.21,Ideal,H,VS2,62.9,55.0,7562.0,6.8,6.75,4.26 +6486,1.04,Ideal,J,SI1,60.8,57.0,4059.0,6.54,6.59,3.99 +31003,0.32,Very Good,E,VVS1,59.0,61.0,748.0,4.44,4.47,2.63 +757,0.9,Premium,I,VS2,61.9,59.0,2857.0,6.2,6.14,3.82 +15266,1.2,Premium,H,SI1,61.0,58.0,6129.0,6.92,6.84,4.2 +3306,0.8,Ideal,F,VS2,62.7,54.0,3369.0,5.95,5.91,3.72 +51955,0.57,Ideal,E,VVS2,62.1,54.6,2442.0,5.31,5.35,3.31 +13216,0.91,Ideal,E,SI1,61.9,55.0,5458.0,6.21,6.23,3.85 +21157,1.76,Fair,J,VS1,56.9,66.0,9314.0,8.09,7.94,4.56 +29196,0.33,Premium,I,IF,62.1,58.0,694.0,4.39,4.43,2.74 +6925,0.91,Very Good,E,SI1,63.5,57.0,4138.0,6.11,6.07,3.87 +12321,1.04,Premium,G,SI1,62.7,59.0,5223.0,6.47,6.41,4.04 +45187,0.51,Ideal,G,VS1,62.2,55.0,1656.0,5.11,5.14,3.19 +30230,0.33,Ideal,E,VS2,61.9,56.0,723.0,4.4,4.45,2.74 +37724,0.34,Premium,G,VVS2,61.6,58.0,995.0,4.49,4.44,2.75 +16263,1.22,Premium,I,VS1,59.4,60.0,6504.0,7.02,6.96,4.15 +50202,0.71,Good,E,SI2,58.7,61.0,2226.0,5.73,5.78,3.38 +39514,0.32,Premium,E,VVS2,59.9,58.0,1080.0,4.5,4.45,2.68 +3670,1.03,Premium,F,I1,62.3,59.0,3444.0,6.42,6.46,4.01 +6502,0.97,Very Good,F,SI2,59.9,59.0,4063.0,6.38,6.45,3.84 +1710,0.7,Very Good,G,VVS1,63.3,57.0,3037.0,5.59,5.63,3.55 +40592,0.3,Fair,F,SI1,63.1,58.0,496.0,4.3,4.22,2.69 +16283,1.53,Premium,H,SI2,61.5,60.0,6512.0,7.46,7.39,4.56 +29417,0.38,Very Good,H,VS2,62.8,56.0,700.0,4.59,4.62,2.89 +20848,1.5,Premium,G,SI2,61.8,59.0,9072.0,7.29,7.21,4.48 +26235,1.42,Very Good,F,VVS1,58.4,62.0,15665.0,7.35,7.38,4.3 +27647,2.01,Fair,G,SI1,70.6,64.0,18574.0,7.43,6.64,4.69 +43543,0.52,Ideal,G,VS2,61.7,56.0,1428.0,5.15,5.19,3.19 +14448,1.01,Very Good,D,SI1,62.5,61.0,5832.0,6.34,6.4,3.98 +20951,1.08,Very Good,D,VS1,60.2,58.0,9168.0,6.61,6.67,4.0 +27615,2.07,Very Good,H,SI1,59.5,59.0,18489.0,8.27,8.3,4.92 +12939,1.15,Premium,G,SI1,63.0,59.0,5384.0,6.68,6.63,4.19 +4038,1.0,Good,H,SI2,63.9,58.0,3528.0,6.36,6.28,4.03 +6707,0.3,Ideal,J,VS1,62.2,57.0,411.0,4.27,4.28,2.66 +24309,2.0,Fair,H,SI2,65.9,58.0,12554.0,7.84,7.8,5.15 +50975,0.31,Very Good,H,VS1,61.8,61.0,544.0,4.32,4.36,2.68 +37823,0.33,Ideal,D,VS2,62.1,56.0,1002.0,4.48,4.44,2.77 +39206,0.35,Ideal,D,VS1,61.0,56.0,1065.0,4.53,4.58,2.78 +18413,1.02,Premium,D,VS2,61.5,58.0,7485.0,6.51,6.44,3.98 +24926,1.5,Very Good,D,VS2,63.0,59.0,13372.0,7.24,7.3,4.58 +34578,0.31,Ideal,G,IF,60.7,58.0,871.0,4.37,4.41,2.67 +39800,0.38,Ideal,D,VVS2,62.5,53.0,1096.0,4.63,4.68,2.91 +41370,0.51,Very Good,G,SI1,63.0,53.0,1220.0,5.1,5.13,3.22 +43479,0.5,Premium,E,VS2,60.1,61.0,1420.0,5.2,5.15,3.11 +32350,0.36,Ideal,E,VS2,61.2,56.0,789.0,4.6,4.62,2.82 +17905,0.85,Ideal,D,VVS1,62.0,56.0,7230.0,6.05,6.11,3.77 +35694,0.3,Ideal,D,VS2,61.3,57.0,911.0,4.36,4.32,2.66 +22532,1.23,Ideal,G,VVS1,61.8,56.0,10572.0,6.8,6.89,4.24 +35117,0.3,Ideal,F,IF,62.3,55.0,886.0,4.29,4.31,2.68 +2381,0.32,Premium,G,VS2,61.1,58.0,561.0,4.42,4.45,2.71 +21072,1.0,Very Good,F,IF,63.9,56.0,9248.0,6.31,6.34,4.04 +32764,0.34,Ideal,D,SI1,61.5,53.0,803.0,4.53,4.51,2.78 +29531,0.4,Ideal,F,SI1,61.6,55.0,703.0,4.72,4.76,2.92 +34928,0.28,Good,E,SI1,62.6,60.0,373.0,4.12,4.15,2.59 +29954,0.33,Good,I,SI1,63.6,57.0,445.0,4.39,4.42,2.8 +37125,0.44,Very Good,E,SI1,63.2,53.0,970.0,4.87,4.84,3.07 +16689,0.31,Ideal,H,SI1,61.3,55.0,421.0,4.35,4.39,2.68 +17711,0.41,Ideal,J,VS2,62.4,55.0,613.0,4.75,4.77,2.97 +16646,1.1,Ideal,G,VS2,60.0,57.0,6653.0,6.74,6.7,4.03 +23129,1.51,Very Good,G,SI1,62.9,57.0,11153.0,7.27,7.3,4.58 +1992,0.77,Good,H,VVS1,63.1,57.0,3096.0,5.83,5.86,3.69 +8423,1.05,Ideal,J,SI1,61.5,55.0,4405.0,6.53,6.57,4.03 +19776,1.14,Ideal,G,VS1,61.4,57.0,8346.0,6.75,6.81,4.16 +13727,0.27,Ideal,E,VS2,62.7,55.0,603.0,4.18,4.15,2.61 +33213,0.32,Ideal,H,VVS1,61.3,57.0,821.0,4.41,4.43,2.71 +13825,1.04,Fair,G,VS1,64.9,58.0,5633.0,6.36,6.33,4.12 +24034,0.4,Ideal,J,VS1,62.2,54.0,633.0,4.72,4.76,2.95 +48961,0.36,Ideal,D,SI2,62.0,56.0,537.0,4.56,4.6,2.84 +18980,1.12,Ideal,F,SI1,61.7,56.0,7812.0,6.64,6.68,4.11 +36041,0.41,Premium,G,SI1,62.6,59.0,923.0,4.77,4.72,2.97 +36206,0.41,Very Good,D,VS2,62.3,58.0,932.0,4.75,4.76,2.96 +6110,1.06,Ideal,E,SI2,60.7,57.0,3977.0,6.61,6.59,4.0 +30957,0.32,Ideal,E,SI2,62.0,55.0,449.0,4.36,4.41,2.72 +10639,1.07,Good,H,SI1,58.1,60.0,4832.0,6.72,6.78,3.92 +701,0.7,Very Good,E,VS1,62.4,56.0,2854.0,5.64,5.7,3.54 +19795,1.22,Ideal,G,VS2,61.4,56.0,8362.0,6.9,6.88,4.23 +50328,0.7,Fair,E,SI1,66.7,59.0,2241.0,5.49,5.45,3.65 +18175,1.2,Ideal,I,IF,61.5,56.0,7367.0,6.79,6.84,4.19 +38595,0.45,Fair,F,VS2,64.2,58.0,1037.0,4.9,4.75,3.1 +50961,0.54,Ideal,D,VVS2,61.2,55.0,2323.0,5.31,5.25,3.23 +8456,1.01,Good,E,SI2,56.7,61.0,4413.0,6.68,6.7,3.79 +33208,0.4,Ideal,J,SI1,61.2,56.0,820.0,4.77,4.81,2.93 +20743,1.51,Ideal,J,SI1,62.0,55.0,8981.0,7.42,7.31,4.57 +50364,0.53,Ideal,G,IF,61.4,56.0,2247.0,5.2,5.24,3.21 +31848,0.36,Ideal,G,VVS2,62.3,56.0,776.0,4.55,4.57,2.84 +44808,0.5,Premium,G,VS1,59.9,59.0,1624.0,5.12,5.16,3.08 +31719,0.38,Good,G,VS2,58.8,62.0,771.0,4.68,4.71,2.76 +46277,0.55,Ideal,F,VS1,62.3,53.0,1754.0,5.28,5.31,3.3 +1492,0.76,Very Good,G,VS2,62.1,54.0,2990.0,5.88,5.94,3.67 +52667,0.72,Very Good,H,VS2,60.8,59.0,2550.0,5.74,5.77,3.55 +47092,0.51,Ideal,G,VVS2,62.5,59.0,1825.0,5.08,5.12,3.19 +3449,0.91,Very Good,G,SI2,61.8,59.0,3388.0,6.17,6.23,3.83 +16068,1.2,Premium,H,VS2,62.4,59.0,6416.0,6.73,6.69,4.19 +38840,0.37,Ideal,F,VVS1,62.0,55.0,1049.0,4.6,4.63,2.86 +17647,1.52,Ideal,G,SI2,61.9,57.0,7108.0,7.43,7.38,4.58 +13860,1.0,Very Good,D,SI1,63.1,56.0,5645.0,6.34,6.3,3.99 +53807,0.9,Premium,H,SI2,61.1,58.0,2732.0,6.21,6.13,3.77 +30672,0.3,Very Good,G,VVS1,59.8,62.0,737.0,4.33,4.36,2.6 +34458,0.36,Very Good,H,IF,60.8,57.0,865.0,4.58,4.6,2.79 +50355,0.8,Fair,G,SI2,61.2,58.0,2246.0,5.96,5.93,3.64 +42041,0.53,Ideal,H,SI1,60.8,56.0,1268.0,5.27,5.29,3.21 +38360,0.33,Ideal,F,VVS1,62.4,55.0,1021.0,4.47,4.44,2.78 +42713,0.56,Ideal,G,SI1,62.5,56.0,1340.0,5.21,5.28,3.28 +17190,1.03,Ideal,G,VS1,62.3,56.0,6864.0,6.5,6.46,4.04 +16166,1.03,Ideal,D,SI1,59.9,57.0,6460.0,6.61,6.68,3.98 +7604,0.92,Ideal,E,SI1,61.4,54.6,4258.0,6.25,6.29,3.85 +45460,0.51,Ideal,E,VS2,61.9,55.0,1675.0,5.1,5.14,3.17 +42869,0.43,Ideal,F,VVS1,61.0,56.0,1358.0,4.87,4.9,2.98 +46137,0.54,Ideal,G,VS1,62.0,53.9,1745.0,5.22,5.24,3.24 +52625,0.34,Very Good,F,SI1,60.9,60.0,551.0,4.52,4.55,2.76 +20704,0.31,Premium,F,VS2,61.6,58.0,625.0,4.35,4.38,2.69 +24859,2.02,Premium,F,SI2,61.3,58.0,13267.0,8.09,8.05,4.95 +40618,0.26,Very Good,F,VS2,61.4,56.0,499.0,4.09,4.12,2.53 +3536,0.72,Ideal,E,SI1,60.5,55.0,3409.0,5.8,5.86,3.53 +36480,0.43,Ideal,G,VS1,61.9,55.0,943.0,4.84,4.86,3.0 +32723,0.31,Ideal,F,VS2,62.7,57.0,802.0,4.34,4.3,2.71 +27428,2.11,Premium,E,SI2,62.4,61.0,18034.0,8.19,8.1,5.08 +41613,0.27,Very Good,G,VVS2,62.0,56.0,504.0,4.14,4.17,2.57 +51506,0.72,Ideal,G,VS2,62.0,56.0,2383.0,5.75,5.79,3.58 +15645,1.0,Ideal,G,VS2,62.3,54.0,6272.0,6.42,6.38,3.99 +46871,0.53,Premium,E,VS2,59.8,58.0,1813.0,5.27,5.26,3.15 +149,0.7,Very Good,D,SI1,61.1,58.0,2768.0,5.66,5.73,3.48 +40870,0.55,Premium,F,SI2,60.6,58.0,1175.0,5.28,5.31,3.21 +13138,1.07,Ideal,F,SI1,59.4,57.0,5436.0,6.73,6.67,3.98 +46688,0.58,Ideal,F,VS2,62.1,56.0,1790.0,5.37,5.33,3.32 +5538,0.92,Ideal,H,SI2,60.5,57.0,3854.0,6.3,6.29,3.81 +823,0.73,Premium,D,SI1,60.8,55.0,2865.0,5.87,5.81,3.55 +51705,0.7,Very Good,F,VS2,61.2,56.0,2400.0,5.72,5.78,3.52 +42558,0.42,Ideal,F,VVS1,62.0,55.0,1326.0,4.81,4.84,2.99 +7065,0.33,Very Good,G,VS2,59.3,61.0,579.0,4.49,4.51,2.67 +12618,1.1,Ideal,I,VS1,60.8,58.0,5291.0,6.68,6.63,4.04 +47208,0.5,Ideal,G,VVS2,62.3,56.0,1838.0,5.05,5.09,3.16 +5700,1.12,Premium,H,SI2,61.4,59.0,3889.0,6.69,6.66,4.1 +25323,1.71,Ideal,H,VS2,62.1,56.0,14017.0,7.64,7.7,4.76 +18415,1.07,Ideal,G,VS1,62.1,54.0,7485.0,6.56,6.59,4.08 +51799,0.7,Premium,G,SI1,62.6,60.0,2415.0,5.61,5.57,3.5 +12393,1.21,Ideal,J,SI1,60.4,54.0,5232.0,6.86,6.89,4.15 +41546,0.5,Premium,D,SI1,60.7,59.0,1235.0,5.11,5.04,3.08 +9007,1.01,Premium,H,SI1,62.3,61.0,4513.0,6.39,6.32,3.96 +23701,0.36,Ideal,E,SI1,62.1,56.0,631.0,4.56,4.59,2.84 +50701,0.56,Premium,F,VVS2,59.5,61.0,2290.0,5.36,5.33,3.18 +47774,0.51,Very Good,G,VVS2,63.4,57.0,1895.0,5.09,5.06,3.22 +13744,1.22,Ideal,H,SI2,61.0,57.0,5602.0,6.93,6.88,4.2 +10988,1.01,Very Good,E,SI1,62.4,60.0,4912.0,6.32,6.35,3.95 +52302,0.23,Ideal,E,VS2,61.7,55.0,548.0,3.98,4.0,2.46 +50240,0.71,Ideal,G,SI1,60.6,57.0,2233.0,5.72,5.8,3.49 +6058,0.32,Ideal,I,VS2,62.5,55.0,576.0,4.4,4.37,2.74 +13411,1.18,Very Good,H,SI1,60.1,59.0,5508.0,6.83,6.88,4.11 +18040,0.35,Ideal,E,SI1,60.9,55.0,614.0,4.53,4.57,2.77 +7686,1.2,Premium,F,SI2,62.7,60.0,4274.0,6.73,6.67,4.21 +15244,1.22,Premium,E,SI2,62.5,55.0,6121.0,6.9,6.82,4.29 +47152,0.55,Premium,F,VS1,60.3,58.0,1832.0,5.32,5.29,3.2 +8459,1.03,Premium,G,SI2,59.9,60.0,4413.0,6.56,6.5,3.91 +53813,0.75,Very Good,F,SI1,63.4,58.0,2734.0,5.75,5.79,3.66 +22817,1.23,Premium,F,VVS2,58.5,59.0,10844.0,7.07,6.98,4.11 +31581,0.35,Premium,E,VS2,61.6,58.0,767.0,4.52,4.57,2.8 +14273,1.2,Premium,H,SI2,61.4,58.0,5779.0,6.81,6.77,4.17 +41332,0.57,Good,E,SI2,58.5,61.0,1214.0,5.4,5.43,3.17 +50600,0.7,Ideal,E,SI2,62.5,54.0,2283.0,5.68,5.71,3.56 +24570,1.01,Ideal,E,IF,61.4,57.0,12865.0,6.53,6.46,3.99 +10826,1.01,Very Good,F,SI1,60.8,59.0,4869.0,6.49,6.53,3.96 +33035,0.32,Ideal,G,VVS1,61.2,55.0,814.0,4.41,4.44,2.71 +48735,0.52,Premium,G,VVS2,61.8,59.0,2012.0,5.16,5.13,3.18 +28959,0.25,Premium,E,VS1,60.7,59.0,435.0,4.11,4.13,2.5 +10490,0.9,Fair,D,SI1,64.0,63.0,4796.0,6.12,6.04,3.89 +40973,0.41,Ideal,F,VS1,61.7,56.0,1180.0,4.76,4.79,2.94 +15534,1.47,Premium,J,SI2,60.0,58.0,6223.0,7.36,7.31,4.4 +39854,0.57,Good,J,VS2,63.3,56.0,1100.0,5.24,5.28,3.33 +9581,1.08,Premium,G,SI2,62.9,59.0,4627.0,6.57,6.53,4.12 +31208,0.32,Premium,D,SI1,60.2,58.0,756.0,4.43,4.4,2.66 +33426,0.32,Ideal,H,VVS2,61.2,56.0,828.0,4.43,4.4,2.7 +35311,0.4,Very Good,H,VS2,63.1,62.0,895.0,4.75,4.66,2.97 +44407,0.56,Ideal,G,VS2,62.2,57.0,1585.0,5.29,5.25,3.28 +27936,0.28,Ideal,G,SI1,60.7,56.0,430.0,4.25,4.28,2.59 +51596,0.7,Premium,G,SI1,61.4,60.0,2394.0,5.69,5.74,3.51 +3751,0.74,Ideal,D,VS2,62.2,56.0,3454.0,5.79,5.81,3.61 +24159,1.51,Premium,E,SI1,60.3,58.0,12336.0,7.47,7.43,4.49 +10941,1.01,Good,F,SI1,63.6,58.0,4899.0,6.31,6.37,4.03 +10786,0.91,Ideal,G,VS1,62.3,55.0,4860.0,6.17,6.22,3.86 +17878,1.41,Very Good,F,SI2,61.4,59.0,7215.0,7.17,7.2,4.41 +15532,1.62,Good,J,SI2,64.2,62.0,6223.0,7.41,7.33,4.73 +48223,0.57,Premium,G,VS1,62.4,58.0,1949.0,5.32,5.29,3.31 +24701,0.3,Good,H,VVS1,63.1,54.0,638.0,4.28,4.34,2.72 +45982,0.3,Very Good,H,VS1,62.9,54.0,526.0,4.28,4.31,2.7 +12619,1.5,Fair,H,I1,68.9,56.0,5292.0,7.0,6.9,4.79 +36861,0.42,Ideal,E,VS2,62.4,55.0,958.0,4.79,4.83,3.0 +35904,0.32,Ideal,G,IF,62.2,53.0,918.0,4.41,4.43,2.75 +3173,0.72,Very Good,F,VVS2,63.4,56.0,3338.0,5.68,5.71,3.61 +18740,1.04,Ideal,G,VS1,61.9,57.0,7655.0,6.51,6.55,4.04 +42917,0.53,Ideal,F,SI1,62.4,57.0,1363.0,5.21,5.18,3.24 +11826,1.08,Good,E,SI1,63.1,59.0,5096.0,6.49,6.53,4.11 +35647,0.31,Ideal,G,VVS2,62.7,57.0,907.0,4.34,4.31,2.71 +42279,0.32,Very Good,G,SI1,62.2,57.0,505.0,4.36,4.39,2.72 +43591,0.31,Ideal,H,VS2,61.3,56.0,507.0,4.36,4.38,2.68 +34156,0.33,Ideal,G,VS1,60.1,55.0,854.0,4.55,4.5,2.72 +11035,1.22,Premium,I,SI2,62.3,58.0,4919.0,6.85,6.8,4.25 +46514,0.47,Very Good,G,VVS1,60.6,55.0,1780.0,5.05,5.09,3.07 +14941,1.01,Very Good,G,VS2,62.4,58.0,6019.0,6.42,6.4,4.0 +49889,0.61,Ideal,G,VS1,62.4,55.0,2177.0,5.39,5.44,3.38 +53404,0.58,Premium,F,VS1,61.1,59.0,2668.0,5.39,5.35,3.28 +33077,0.26,Ideal,E,VVS1,61.7,56.0,814.0,4.11,4.09,2.53 +52115,0.72,Very Good,H,VS2,61.4,57.0,2462.0,5.75,5.79,3.54 +17429,1.2,Very Good,F,SI1,61.9,58.0,6985.0,6.75,6.82,4.2 +51453,0.9,Fair,H,SI2,66.0,63.0,2376.0,5.89,5.79,3.86 +5920,0.94,Very Good,F,SI2,62.6,57.0,3938.0,6.25,6.27,3.92 +46729,0.7,Very Good,I,SI2,59.5,58.0,1795.0,5.73,5.79,3.43 +26860,1.75,Premium,G,VS2,61.5,59.0,16783.0,7.76,7.66,4.74 +50641,0.31,Premium,G,VS2,61.2,58.0,544.0,4.32,4.37,2.66 +49412,0.7,Very Good,G,SI1,62.5,57.0,2106.0,5.63,5.7,3.54 +34228,0.4,Premium,H,SI1,62.8,59.0,855.0,4.69,4.67,2.94 +39216,0.32,Ideal,D,VVS2,60.6,56.0,1066.0,4.47,4.5,2.72 +28515,0.32,Premium,I,IF,60.3,58.0,673.0,4.41,4.45,2.67 +7346,1.14,Ideal,J,SI2,61.5,57.0,4212.0,6.73,6.77,4.15 +27156,2.03,Premium,G,SI2,60.1,60.0,17393.0,8.27,8.2,4.95 +50559,0.72,Good,H,SI1,63.7,59.0,2277.0,5.63,5.68,3.6 +22211,1.04,Very Good,F,IF,63.0,55.0,10264.0,6.36,6.53,4.06 +20323,1.5,Good,J,VS1,63.3,57.0,8736.0,7.2,7.24,4.57 +33707,0.3,Ideal,E,VVS1,62.6,54.0,838.0,4.3,4.33,2.7 +32480,0.35,Ideal,F,VVS2,61.9,54.0,795.0,4.55,4.59,2.83 +7926,1.04,Premium,H,SI1,62.1,56.0,4316.0,6.48,6.41,4.01 +32268,0.3,Ideal,E,VVS2,61.7,55.0,789.0,4.28,4.31,2.65 +52690,0.71,Premium,E,SI1,60.1,60.0,2552.0,5.78,5.73,3.45 +7319,1.02,Ideal,H,SI2,61.8,55.0,4207.0,6.47,6.51,4.01 +32186,0.41,Ideal,I,VVS2,61.6,55.0,788.0,4.78,4.8,2.95 +52452,0.59,Ideal,E,VVS2,61.8,56.0,2515.0,5.39,5.42,3.34 +49020,0.5,Premium,F,VVS2,62.3,58.0,2052.0,5.06,5.11,3.17 +39866,0.5,Good,E,SI2,58.3,58.0,1101.0,5.23,5.2,3.04 +30930,0.34,Premium,E,VS2,61.0,59.0,745.0,4.48,4.51,2.74 +3335,0.91,Premium,G,SI2,60.4,61.0,3376.0,6.28,6.21,3.77 +8610,1.02,Good,E,SI1,63.7,62.0,4443.0,6.31,6.4,4.05 +19339,1.2,Ideal,G,VS2,62.4,54.7,8040.0,6.79,6.85,4.25 +41675,0.33,Ideal,F,IF,61.2,56.0,1240.0,4.47,4.49,2.74 +27855,0.31,Ideal,G,VS1,61.3,56.4,652.0,4.36,4.39,2.69 +38587,0.39,Ideal,F,VVS2,61.9,54.8,1036.0,4.68,4.69,2.9 +15320,2.08,Premium,H,I1,61.7,57.0,6150.0,8.23,8.18,5.06 +45781,0.51,Ideal,E,VS1,61.5,53.0,1708.0,5.17,5.24,3.2 +25507,2.21,Premium,H,SI2,61.3,60.0,14299.0,8.35,8.33,5.11 +34841,0.3,Ideal,G,VVS2,60.9,57.0,878.0,4.35,4.32,2.64 +12971,1.06,Ideal,G,SI1,60.5,57.0,5393.0,6.64,6.59,4.0 +8096,1.02,Premium,G,SI1,61.3,58.0,4341.0,6.47,6.45,3.96 +8819,1.08,Premium,I,SI1,62.2,58.0,4476.0,6.6,6.56,4.09 +28636,0.33,Premium,G,SI2,62.6,58.0,434.0,4.4,4.42,2.76 +42110,0.34,Ideal,F,IF,61.7,55.0,1276.0,4.49,4.52,2.78 +38989,0.36,Ideal,G,VVS2,62.3,56.0,1053.0,4.56,4.53,2.83 +51820,0.51,Premium,E,VVS2,59.3,59.0,2419.0,5.25,5.17,3.09 +18482,1.33,Ideal,I,SI1,61.6,57.0,7526.0,7.06,7.1,4.36 +47226,0.52,Very Good,E,VS1,59.8,61.0,1840.0,5.19,5.22,3.11 +11482,1.21,Very Good,I,SI2,63.2,57.0,5014.0,6.7,6.66,4.22 +29913,0.42,Very Good,I,SI1,61.0,55.8,712.0,4.83,4.86,2.96 +36731,0.32,Premium,E,VVS1,60.5,58.0,954.0,4.42,4.47,2.69 +17418,1.45,Very Good,J,VS2,62.6,58.0,6980.0,7.28,7.16,4.52 +20549,1.13,Premium,G,VVS1,59.3,59.0,8868.0,6.87,6.79,4.05 +14417,1.05,Premium,D,SI1,58.6,60.0,5821.0,6.73,6.66,3.92 +2116,0.7,Ideal,F,SI1,61.9,55.0,3119.0,5.7,5.74,3.54 +24690,1.05,Ideal,F,IF,61.7,56.0,13060.0,6.48,6.56,4.02 +2569,0.9,Very Good,I,SI1,63.1,54.0,3211.0,6.13,6.16,3.88 +33561,0.41,Ideal,J,VS1,62.7,57.0,830.0,4.75,4.72,2.97 +8114,0.92,Premium,D,SI1,62.3,58.0,4350.0,6.21,6.27,3.89 +52430,0.7,Premium,I,VVS1,61.2,59.0,2513.0,5.65,5.69,3.47 +53570,0.7,Premium,E,VS2,60.8,58.0,2697.0,5.74,5.7,3.48 +669,0.77,Premium,E,SI1,62.9,59.0,2846.0,5.84,5.79,3.66 +45409,0.52,Ideal,E,VS1,62.6,57.0,1668.0,5.11,5.15,3.21 +1621,0.9,Premium,D,SI1,62.2,60.0,3013.0,6.08,6.05,3.77 +47516,0.5,Ideal,G,VVS2,61.4,56.0,1867.0,5.13,5.17,3.16 +33108,0.34,Ideal,E,VS1,62.2,54.2,816.0,4.44,4.47,2.78 +37726,0.34,Ideal,G,VVS2,61.6,56.0,995.0,4.49,4.47,2.76 +47735,0.55,Ideal,D,VS1,61.7,55.0,1890.0,5.25,5.26,3.24 +14238,1.23,Ideal,H,SI1,63.0,55.0,5768.0,6.78,6.72,4.27 +23794,1.3,Ideal,G,VVS2,60.9,57.0,11853.0,7.04,7.11,4.31 +21828,1.52,Good,H,SI1,63.8,60.0,9898.0,7.24,7.3,4.64 +7830,0.91,Good,H,VS1,63.4,56.0,4298.0,6.12,6.18,3.9 +33087,0.46,Very Good,F,SI2,62.6,58.0,815.0,4.88,4.96,3.08 +15942,2.03,Premium,G,I1,61.1,58.0,6377.0,8.11,8.06,4.94 +7867,1.0,Very Good,E,SI2,62.5,59.0,4308.0,6.31,6.37,3.96 +41023,0.5,Very Good,G,SI1,63.3,59.0,1187.0,4.99,5.02,3.17 +24479,2.2,Premium,H,SI2,61.5,58.0,12747.0,8.44,8.38,5.18 +19057,1.25,Ideal,F,VS1,62.4,57.0,7840.0,6.9,6.83,4.29 +7576,0.92,Very Good,E,SI1,63.0,57.0,4254.0,6.17,6.21,3.9 +9796,1.24,Ideal,J,SI2,61.6,57.0,4666.0,6.89,6.87,4.24 +18468,1.5,Ideal,J,VS2,61.6,58.0,7515.0,7.33,7.38,4.53 +30690,0.3,Premium,F,VVS2,61.5,58.0,737.0,4.29,4.31,2.64 +24045,0.38,Very Good,I,VS2,61.5,58.0,633.0,4.61,4.62,2.84 +22955,1.22,Ideal,G,VVS2,60.0,58.0,11003.0,6.95,6.99,4.18 +47148,0.51,Ideal,D,VS2,61.0,57.0,1832.0,5.18,5.15,3.15 +6379,0.25,Ideal,E,VVS1,61.2,57.0,576.0,4.08,4.12,2.51 +667,0.7,Ideal,E,SI1,61.6,57.0,2846.0,5.71,5.76,3.53 +2614,0.51,Ideal,D,VVS2,61.3,56.0,3223.0,5.14,5.15,3.16 +43794,0.51,Very Good,D,SI1,63.0,58.0,1442.0,5.05,5.07,3.19 +16371,0.33,Premium,D,SI1,60.4,60.0,608.0,4.41,4.46,2.68 +33230,0.33,Ideal,D,VS2,61.1,56.0,822.0,4.5,4.54,2.76 +27642,2.01,Good,H,VS2,57.8,60.0,18561.0,8.29,8.35,4.81 +38667,0.38,Ideal,G,VS1,62.1,56.0,1040.0,4.68,4.63,2.89 +39481,0.41,Ideal,E,VS1,62.0,54.0,1079.0,4.76,4.79,2.96 +39155,0.44,Premium,I,VVS2,61.5,57.0,1063.0,4.92,4.87,3.01 +8394,0.34,Ideal,D,SI1,62.0,55.0,584.0,4.5,4.53,2.8 +20496,1.2,Very Good,F,VS2,62.4,58.0,8829.0,6.75,6.81,4.23 +19611,1.57,Ideal,I,SI2,62.6,58.0,8228.0,7.38,7.41,4.63 +37454,0.35,Premium,F,VS1,60.7,58.0,984.0,4.58,4.54,2.77 +31560,0.38,Premium,H,VS1,61.6,58.0,766.0,4.65,4.7,2.88 +2868,0.9,Premium,I,VS2,58.4,62.0,3276.0,6.35,6.29,3.69 +40270,0.33,Ideal,D,SI2,62.0,57.0,492.0,4.45,4.46,2.76 +3265,0.78,Premium,E,VS1,60.9,57.0,3360.0,5.94,5.88,3.59 +16791,1.21,Ideal,I,VS1,61.5,58.0,6691.0,6.84,6.88,4.22 +33028,0.3,Ideal,D,VVS2,62.4,54.0,814.0,4.3,4.32,2.69 +40909,0.56,Very Good,H,SI1,61.2,57.0,1179.0,5.28,5.31,3.24 +28965,0.31,Premium,H,SI1,62.7,58.0,435.0,4.31,4.34,2.71 +24805,1.53,Very Good,G,VS1,62.8,59.0,13189.0,7.32,7.36,4.61 +6498,0.89,Ideal,G,VVS2,61.7,55.0,4062.0,6.22,6.19,3.83 +48826,0.7,Good,I,SI1,58.2,61.0,2028.0,5.8,5.84,3.39 +23880,1.52,Ideal,F,SI1,62.3,55.1,11971.0,7.29,7.39,4.58 +49859,0.7,Ideal,F,SI2,61.8,56.0,2171.0,5.69,5.71,3.52 +4650,0.9,Good,H,VS1,64.0,59.0,3669.0,6.05,6.01,3.86 +17990,1.23,Very Good,H,VS1,61.3,53.0,7276.0,6.93,6.98,4.26 +44467,0.51,Ideal,F,SI1,61.1,55.0,1593.0,5.22,5.16,3.17 +12039,0.34,Very Good,E,SI1,62.9,55.0,596.0,4.47,4.5,2.82 +50642,0.31,Good,G,VS2,63.6,56.0,544.0,4.26,4.29,2.72 +17112,1.01,Very Good,F,VS1,59.9,59.0,6825.0,6.52,6.57,3.92 +48396,0.7,Premium,F,SI2,58.4,61.0,1966.0,5.86,5.79,3.4 +35762,0.4,Very Good,E,VS2,62.2,56.0,912.0,4.72,4.74,2.94 +11128,0.9,Very Good,H,VS1,63.0,55.0,4939.0,6.18,6.13,3.88 +50344,0.67,Good,F,VS1,64.4,57.0,2244.0,5.55,5.6,3.6 +47080,0.52,Ideal,D,VS2,62.7,53.0,1822.0,5.14,5.17,3.23 +6209,1.01,Premium,H,SI2,59.4,59.0,3999.0,6.53,6.56,3.89 +38443,0.45,Fair,G,VS1,66.3,56.0,1027.0,4.82,4.65,3.14 +45062,0.58,Fair,E,SI1,64.4,57.0,1641.0,5.26,5.24,3.38 +29435,0.42,Good,H,SI1,63.2,58.0,700.0,4.77,4.79,3.02 +6931,1.01,Good,F,SI2,64.9,60.0,4140.0,6.2,6.25,4.04 +36909,0.42,Ideal,I,IF,62.1,54.0,961.0,4.82,4.84,3.0 +29302,0.3,Ideal,I,VS2,61.4,58.0,438.0,4.29,4.31,2.64 +10652,1.01,Premium,H,SI1,62.4,60.0,4836.0,6.36,6.33,3.96 +40878,0.52,Ideal,F,SI2,61.4,56.0,1176.0,5.18,5.21,3.19 +11347,1.01,Very Good,F,SI1,63.5,59.0,4989.0,6.38,6.29,4.02 +4471,0.8,Ideal,E,SI1,62.3,54.0,3622.0,5.95,5.97,3.71 +25253,1.43,Premium,D,VS2,62.6,59.0,13873.0,7.19,7.21,4.51 +11223,0.9,Very Good,H,VVS2,63.5,55.0,4963.0,6.14,6.08,3.88 +11534,1.21,Ideal,F,SI2,61.5,57.0,5028.0,6.88,6.82,4.21 +34500,0.4,Ideal,F,VS2,61.0,62.0,867.0,4.71,4.74,2.88 +29159,0.33,Premium,H,VS1,59.0,62.0,693.0,4.52,4.49,2.66 +18915,1.0,Premium,G,VVS2,61.6,61.0,7762.0,6.38,6.35,3.92 +47683,0.56,Ideal,E,VS2,61.4,57.0,1882.0,5.35,5.31,3.27 +37103,0.31,Premium,E,VVS1,58.9,59.0,969.0,4.48,4.41,2.62 +24719,0.38,Very Good,E,SI1,58.3,61.0,640.0,4.75,4.86,2.8 +16118,1.33,Very Good,J,VS1,61.7,55.0,6442.0,7.07,7.12,4.38 +17954,1.21,Premium,F,SI1,61.6,59.0,7257.0,6.82,6.79,4.19 +34420,0.3,Ideal,G,IF,61.6,56.0,863.0,4.34,4.36,2.68 +6516,1.12,Premium,H,SI2,62.4,58.0,4065.0,6.58,6.63,4.12 +448,0.71,Good,D,VS1,63.4,55.0,2816.0,5.61,5.69,3.58 +31951,0.28,Very Good,D,VS1,62.2,61.0,452.0,4.13,4.16,2.58 +8576,1.0,Fair,G,VS2,69.8,54.0,4435.0,6.03,5.94,4.18 +11229,1.02,Very Good,D,SI2,58.8,58.0,4964.0,6.62,6.68,3.91 +43975,0.3,Ideal,I,VS1,62.2,56.0,518.0,4.27,4.31,2.67 +41455,0.52,Ideal,E,SI2,62.9,56.0,1229.0,5.15,5.12,3.23 +50069,0.71,Ideal,F,SI2,61.6,56.0,2202.0,5.68,5.74,3.52 +51551,0.71,Ideal,G,SI2,61.3,55.0,2387.0,5.76,5.79,3.54 +11409,1.11,Very Good,G,SI1,60.3,60.0,5000.0,6.62,6.67,4.01 +549,0.8,Premium,E,SI2,60.2,57.0,2829.0,6.05,6.01,3.63 +30852,0.33,Ideal,G,VS2,61.2,55.0,743.0,4.49,4.46,2.74 +18934,1.34,Premium,G,VS2,61.0,60.0,7780.0,7.13,7.07,4.33 +41934,0.4,Premium,F,VVS1,61.1,59.0,1263.0,4.75,4.78,2.91 +44793,0.5,Very Good,E,VS2,61.1,61.0,1624.0,5.11,5.13,3.13 +47387,0.54,Ideal,E,VS2,61.0,56.0,1847.0,5.28,5.25,3.21 +13084,1.04,Premium,H,VS2,62.7,61.0,5416.0,6.48,6.44,4.05 +7044,1.02,Very Good,F,SI2,62.0,59.0,4162.0,6.33,6.42,3.95 +50361,0.72,Very Good,F,SI2,63.1,58.0,2246.0,5.69,5.63,3.57 +10106,1.07,Very Good,H,SI2,62.1,58.0,4716.0,6.53,6.57,4.07 +14593,1.09,Premium,G,VS2,59.9,56.0,5889.0,6.73,6.59,3.99 +46603,0.54,Premium,D,SI1,60.4,60.0,1786.0,5.24,5.22,3.16 +9084,1.07,Premium,G,SI2,62.0,59.0,4523.0,6.54,6.5,4.04 +17623,1.0,Premium,E,VS1,63.0,60.0,7096.0,6.38,6.32,4.0 +39294,0.3,Ideal,H,VS2,62.4,55.0,491.0,4.28,4.31,2.68 +35531,0.32,Ideal,G,IF,61.5,55.0,905.0,4.4,4.42,2.71 +31666,0.26,Ideal,F,IF,60.9,55.0,768.0,4.15,4.23,2.55 +16311,1.04,Ideal,G,VS2,60.8,57.0,6529.0,6.55,6.57,3.99 +24040,0.38,Premium,H,SI1,59.7,60.0,633.0,4.66,4.68,2.79 +28291,0.27,Ideal,I,VS1,62.2,55.0,432.0,4.15,4.18,2.59 +27833,0.31,Very Good,H,VVS1,61.2,56.0,651.0,4.37,4.39,2.68 +12640,1.25,Premium,I,SI1,59.7,59.0,5293.0,6.97,7.03,4.18 +26614,1.5,Fair,F,VVS2,64.7,53.0,16364.0,7.22,7.15,4.65 +8022,1.25,Premium,J,SI2,62.3,59.0,4331.0,6.82,6.86,4.26 +11365,1.1,Very Good,G,SI1,59.4,58.0,4997.0,6.72,6.79,4.01 +19151,1.67,Very Good,J,SI1,62.3,59.0,7911.0,7.59,7.63,4.74 +2217,1.21,Good,E,I1,57.2,62.0,3144.0,7.01,6.95,3.99 +8024,0.91,Premium,E,SI1,62.1,58.0,4332.0,6.15,6.18,3.83 +53854,0.72,Premium,F,SI1,59.9,58.0,2742.0,5.85,5.81,3.49 +30529,0.38,Very Good,D,SI1,59.7,60.0,733.0,4.66,4.69,2.79 +41277,0.35,Ideal,G,SI1,61.8,55.0,503.0,4.54,4.56,2.81 +27955,0.27,Ideal,I,VS1,62.5,54.0,432.0,4.16,4.19,2.61 +6068,0.77,Premium,D,VS1,59.4,59.0,3966.0,6.0,5.96,3.55 +16618,1.0,Premium,F,VS2,61.9,59.0,6640.0,6.41,6.36,3.95 +11629,1.13,Premium,H,SI1,62.0,58.0,5050.0,6.67,6.63,4.12 +20452,1.1,Ideal,F,VS1,61.5,55.0,8796.0,6.69,6.64,4.1 +23477,2.02,Very Good,J,SI2,63.5,57.0,11475.0,7.94,8.02,5.07 +28137,0.36,Ideal,G,VS2,60.6,56.0,664.0,4.62,4.67,2.81 +5911,0.91,Very Good,F,SI1,61.4,58.0,3936.0,6.19,6.23,3.81 +50299,0.28,Very Good,E,VVS2,62.0,56.0,544.0,4.22,4.3,2.63 +35539,0.38,Very Good,F,VS2,61.9,54.8,906.0,4.63,4.69,2.89 +20526,1.6,Premium,I,SI1,62.1,58.0,8852.0,7.51,7.47,4.65 +38952,0.31,Very Good,I,VS1,62.8,57.0,489.0,4.28,4.32,2.7 +11654,1.01,Good,D,SI1,63.9,60.0,5055.0,6.29,6.32,4.03 +28683,0.24,Ideal,F,IF,61.0,57.0,678.0,4.04,4.07,2.47 +1239,1.01,Fair,G,SI2,67.1,59.0,2942.0,6.27,6.19,4.18 +25541,2.01,Premium,H,SI2,62.0,60.0,14364.0,8.11,8.04,5.02 +26134,2.2,Very Good,I,SI2,60.2,60.0,15424.0,8.42,8.49,5.09 +17968,1.23,Ideal,H,VS2,62.3,56.0,7260.0,6.86,6.79,4.25 +40461,0.53,Good,E,SI2,57.9,58.0,1140.0,5.34,5.39,3.11 +15256,1.02,Very Good,G,VS1,62.0,59.0,6126.0,6.39,6.45,3.98 +50646,0.31,Very Good,E,SI1,63.0,57.0,544.0,4.29,4.32,2.71 +21932,1.25,Ideal,F,VS2,61.6,55.0,10006.0,6.93,6.96,4.28 +42571,0.38,Ideal,E,VVS1,62.6,56.0,1327.0,4.64,4.6,2.89 +47553,0.51,Ideal,D,VS1,62.5,57.0,1873.0,5.13,5.08,3.19 +50134,0.7,Good,F,VS2,63.5,56.0,2212.0,5.64,5.45,3.52 +46616,0.51,Ideal,D,VS2,61.8,55.0,1787.0,5.15,5.18,3.19 +23213,1.52,Premium,D,SI1,60.8,61.0,11220.0,7.39,7.26,4.45 +40192,0.4,Good,G,IF,59.7,62.0,1120.0,4.75,4.8,2.85 +8614,1.01,Ideal,J,VS2,62.2,54.0,4443.0,6.41,6.47,4.01 +41453,0.4,Ideal,G,IF,61.1,58.0,1229.0,4.72,4.74,2.89 +28087,0.3,Very Good,D,SI1,63.1,56.0,662.0,4.28,4.24,2.69 +4063,0.31,Premium,D,SI1,62.0,58.0,571.0,4.3,4.35,2.68 +44203,0.51,Ideal,F,VS2,61.4,56.0,1569.0,5.13,5.16,3.16 +46679,0.59,Ideal,E,SI1,62.9,57.0,1789.0,5.36,5.33,3.36 +36554,0.4,Ideal,E,SI1,62.0,57.0,945.0,4.78,4.74,2.95 +19552,1.6,Premium,H,SI2,59.4,59.0,8184.0,7.55,7.6,4.5 +27350,1.07,Very Good,D,IF,59.0,59.0,17909.0,6.63,6.72,3.94 +32625,0.31,Very Good,H,VS2,58.9,61.0,457.0,4.43,4.46,2.62 +26148,2.0,Premium,H,SI2,60.7,60.0,15451.0,8.11,8.07,4.91 +27684,2.0,Very Good,E,SI1,60.5,59.0,18709.0,8.09,8.14,4.94 +28951,0.31,Very Good,E,SI2,61.2,61.0,435.0,4.36,4.37,2.67 +9308,1.21,Premium,J,SI1,59.7,60.0,4574.0,6.93,6.9,4.13 +17605,1.23,Premium,H,VS2,62.9,57.0,7089.0,6.84,6.77,4.28 +11868,1.12,Premium,D,SI2,58.2,60.0,5107.0,6.9,6.81,3.99 +33741,0.31,Ideal,D,VVS2,62.2,54.0,840.0,4.34,4.38,2.71 +31770,0.32,Ideal,G,VS1,61.9,55.0,773.0,4.42,4.4,2.73 +42306,0.55,Very Good,D,SI2,63.3,56.0,1295.0,5.22,5.24,3.31 +33452,0.32,Premium,G,VS1,62.4,58.0,828.0,4.4,4.35,2.73 +39753,0.5,Fair,H,SI1,64.9,54.0,1094.0,5.01,4.98,3.24 +302,0.83,Very Good,E,SI2,58.0,62.0,2799.0,6.19,6.25,3.61 +34620,0.27,Premium,E,VS1,61.5,58.0,470.0,4.17,4.22,2.58 +43935,0.31,Ideal,F,SI1,62.0,55.2,515.0,4.32,4.35,2.69 +48883,0.73,Premium,J,VS1,60.2,58.0,2037.0,5.87,5.82,3.52 +49599,0.71,Very Good,G,SI1,63.2,58.0,2137.0,5.58,5.68,3.56 +7550,1.01,Premium,G,SI2,62.5,60.0,4249.0,6.34,6.39,3.98 +31674,0.26,Ideal,F,VVS2,61.6,57.0,769.0,4.1,4.08,2.52 +30808,0.3,Fair,F,VVS2,65.5,61.0,743.0,4.19,4.15,2.73 +25190,1.84,Premium,H,SI1,59.7,58.0,13779.0,7.98,8.01,4.77 +26727,0.32,Ideal,G,VS1,61.2,56.0,645.0,4.39,4.43,2.7 +1592,0.83,Ideal,F,SI1,62.1,57.0,3010.0,6.0,6.02,3.73 +45952,0.56,Premium,D,SI1,60.6,59.0,1723.0,5.34,5.36,3.24 +39053,0.54,Ideal,I,SI1,62.0,55.0,1057.0,5.21,5.25,3.24 +4447,0.91,Very Good,I,VVS2,63.5,59.0,3618.0,6.1,6.06,3.86 +3889,0.75,Premium,G,VVS2,62.5,56.0,3486.0,5.84,5.78,3.63 +9014,1.01,Very Good,H,SI1,63.5,62.0,4513.0,6.36,6.24,4.0 +2818,1.0,Very Good,I,VS2,63.2,58.0,3265.0,6.43,6.32,4.03 +24556,1.58,Very Good,E,SI1,62.9,59.0,12844.0,7.38,7.43,4.66 +51214,0.7,Ideal,G,SI1,61.9,57.0,2352.0,5.69,5.65,3.51 +17220,1.07,Premium,F,VS1,60.6,61.0,6885.0,6.62,6.56,3.99 +53713,0.71,Ideal,D,SI1,61.5,56.0,2719.0,5.7,5.75,3.52 +24130,1.62,Ideal,G,SI1,62.2,56.0,12295.0,7.48,7.53,4.67 +52740,0.71,Good,F,VS1,58.0,61.0,2559.0,5.83,5.85,3.39 +48082,0.55,Premium,F,VS2,59.0,58.0,1931.0,5.38,5.33,3.16 +38247,0.32,Ideal,E,IF,61.1,58.0,1018.0,4.42,4.45,2.71 +41880,0.57,Premium,F,SI1,61.1,60.0,1257.0,5.44,5.33,3.24 +25578,1.51,Very Good,D,VS2,63.2,58.0,14416.0,7.29,7.33,4.62 +17546,1.22,Premium,F,SI1,62.5,59.0,7059.0,6.83,6.78,4.25 +45940,0.52,Ideal,G,VS1,61.4,56.0,1722.0,5.18,5.21,3.19 +51473,0.73,Very Good,H,SI1,62.6,58.0,2377.0,5.75,5.76,3.6 +49023,0.57,Ideal,H,VVS1,60.9,56.0,2052.0,5.38,5.36,3.27 +21778,1.09,Ideal,F,VVS2,62.5,55.0,9845.0,6.6,6.52,4.1 +19675,1.7,Good,J,VS2,63.6,59.0,8282.0,7.53,7.48,4.77 +43871,0.53,Very Good,G,VS2,62.5,56.0,1450.0,5.16,5.18,3.23 +41355,0.43,Ideal,I,VS1,61.8,55.0,1218.0,4.88,4.9,3.02 +12962,1.0,Very Good,D,SI1,62.1,58.0,5390.0,6.34,6.45,3.97 +53892,0.56,Ideal,E,VVS1,62.1,56.0,2750.0,5.28,5.29,3.28 +14495,1.11,Ideal,H,SI1,61.6,56.0,5854.0,6.69,6.73,4.07 +53438,0.7,Premium,E,VS2,60.9,59.0,2673.0,5.68,5.71,3.47 +48391,0.5,Ideal,G,VVS1,62.7,57.0,1966.0,5.07,5.1,3.19 +12195,1.08,Very Good,E,SI1,63.1,59.0,5189.0,6.53,6.49,4.11 +47441,0.53,Ideal,F,VS1,61.5,56.0,1856.0,5.26,5.22,3.22 +1983,0.7,Ideal,D,VS1,61.9,57.0,3093.0,5.69,5.72,3.53 +51088,0.72,Premium,H,SI1,59.9,58.0,2334.0,5.85,5.81,3.49 +6056,0.32,Ideal,I,VS2,62.0,57.0,576.0,4.41,4.36,2.72 +53104,0.83,Good,G,SI2,63.7,56.0,2614.0,5.92,5.95,3.78 +33538,0.35,Ideal,D,VS2,62.4,57.0,829.0,4.51,4.56,2.83 +13380,0.32,Ideal,H,SI2,61.9,54.0,420.0,4.42,4.46,2.75 +648,0.73,Very Good,F,VS1,61.8,59.0,2843.0,5.73,5.79,3.56 +23573,1.28,Ideal,F,VS1,61.7,55.0,11580.0,7.01,6.98,4.32 +14122,1.21,Very Good,I,VS1,60.6,60.0,5726.0,6.89,6.85,4.16 +46897,0.56,Ideal,F,VS2,61.3,54.0,1814.0,5.37,5.34,3.28 +46659,0.51,Ideal,D,VS2,62.4,55.0,1787.0,5.11,5.14,3.2 +31811,0.43,Good,D,SI1,63.8,55.0,774.0,4.79,4.8,3.06 +15922,1.52,Premium,J,SI1,61.0,59.0,6367.0,7.41,7.35,4.5 +974,0.8,Ideal,G,SI2,62.5,55.0,2893.0,5.89,5.92,3.69 +43660,0.57,Ideal,E,SI1,61.5,56.0,1436.0,5.32,5.35,3.28 +18728,1.0,Ideal,G,VS1,62.5,54.0,7648.0,6.4,6.44,4.01 +21523,1.05,Ideal,E,VS2,61.7,55.0,9624.0,6.54,6.55,4.04 +3198,0.91,Good,G,SI1,64.3,60.0,3344.0,6.04,6.12,3.91 +48785,0.7,Very Good,I,SI1,61.1,56.0,2021.0,5.74,5.75,3.51 +3966,0.9,Premium,F,SI2,61.5,61.0,3507.0,6.1,6.06,3.74 +51334,0.7,Very Good,F,VS2,58.9,58.0,2362.0,5.77,5.8,3.41 +48636,0.37,Very Good,H,VS2,61.2,54.0,537.0,4.62,4.7,2.85 +39455,0.57,Ideal,H,SI2,62.3,56.0,1077.0,5.31,5.28,3.3 +27948,0.31,Good,G,SI1,63.3,57.0,431.0,4.3,4.33,2.73 +22685,0.4,Ideal,E,SI2,61.0,58.0,629.0,4.76,4.78,2.91 +43514,0.63,Ideal,I,VS2,62.1,54.0,1423.0,5.51,5.54,3.43 +4971,1.51,Fair,F,I1,67.8,59.0,3734.0,7.09,7.0,4.78 +983,0.7,Ideal,G,VVS2,62.1,53.0,2895.0,5.71,5.75,3.56 +30863,0.33,Premium,G,VS2,61.1,59.0,743.0,4.47,4.43,2.72 +6582,0.9,Ideal,D,SI2,62.4,56.0,4078.0,6.16,6.24,3.87 +51950,0.71,Very Good,E,SI1,63.1,59.0,2441.0,5.75,5.62,3.59 +16571,1.01,Premium,G,VS1,60.2,59.0,6618.0,6.58,6.51,3.94 +10051,0.3,Ideal,H,VVS2,60.8,58.0,590.0,4.33,4.38,2.65 +31113,0.3,Very Good,D,VVS2,63.0,56.0,754.0,4.29,4.31,2.71 +15614,1.12,Very Good,F,SI1,62.9,57.0,6262.0,6.6,6.62,4.16 +41547,0.5,Good,D,SI1,57.2,60.0,1235.0,5.25,5.2,2.99 +17734,1.18,Premium,G,VS2,62.3,62.0,7137.0,6.72,6.69,4.18 +16738,0.41,Good,I,SI1,63.8,57.0,611.0,4.67,4.7,2.99 +46388,0.5,Very Good,G,VVS2,62.8,57.0,1764.0,5.05,5.07,3.18 +10619,1.1,Ideal,E,SI2,61.6,57.0,4829.0,6.68,6.64,4.1 +12769,1.07,Premium,H,VS2,62.1,59.0,5327.0,6.52,6.56,4.06 +21336,1.57,Premium,I,VS2,62.2,59.0,9478.0,7.44,7.42,4.62 +40996,0.5,Premium,E,SI2,61.8,59.0,1181.0,5.07,5.03,3.12 +12676,1.01,Premium,D,SI1,58.3,58.0,5305.0,6.65,6.59,3.86 +8914,1.05,Ideal,I,SI1,61.0,57.0,4494.0,6.55,6.62,4.02 +46215,0.64,Premium,D,SI2,62.8,54.0,1751.0,5.52,5.5,3.46 +1607,0.75,Ideal,H,SI1,61.9,55.0,3011.0,5.82,5.85,3.61 +18494,1.72,Premium,F,I1,60.1,58.0,7532.0,7.77,7.74,4.66 +7767,0.91,Good,G,VS1,63.4,54.0,4284.0,6.07,6.24,3.9 +52801,0.83,Ideal,J,VS2,62.1,56.0,2570.0,5.98,6.03,3.73 +49638,0.32,Premium,G,SI2,62.3,58.0,540.0,4.42,4.37,2.74 +43531,0.43,Ideal,E,VVS2,61.7,55.0,1426.0,4.86,4.87,3.0 +40154,0.46,Ideal,E,SI2,61.3,56.0,1116.0,5.02,4.96,3.06 +42604,0.36,Ideal,I,VS2,61.8,55.0,505.0,4.58,4.61,2.84 +33360,0.41,Good,J,IF,63.5,54.0,827.0,4.7,4.75,3.0 +27049,0.32,Premium,F,VS2,61.2,59.0,645.0,4.4,4.42,2.7 +30244,0.33,Ideal,E,VS2,62.1,56.0,723.0,4.4,4.45,2.75 +26877,1.73,Very Good,G,VS2,62.9,58.0,16807.0,7.58,7.65,4.79 +52239,0.78,Ideal,G,SI2,61.7,54.0,2485.0,5.93,5.97,3.67 +23292,1.7,Premium,F,SI2,60.1,58.0,11322.0,7.74,7.67,4.63 +49059,0.7,Very Good,H,SI2,60.7,57.0,2058.0,5.72,5.75,3.48 +3812,0.73,Ideal,D,VS2,61.4,56.0,3467.0,5.81,5.78,3.56 +21945,1.13,Ideal,F,VS1,60.9,57.0,10016.0,6.73,6.76,4.11 +11250,1.21,Ideal,J,SI1,61.9,57.0,4968.0,6.84,6.89,4.25 +16886,1.02,Good,G,VS1,63.3,58.0,6738.0,6.38,6.42,4.05 +51490,0.75,Good,I,VVS1,63.9,61.0,2381.0,5.7,5.67,3.63 +38705,0.37,Premium,E,VS2,61.8,59.0,1041.0,4.6,4.56,2.83 +48505,0.59,Premium,H,VVS1,62.0,58.0,1982.0,5.38,5.36,3.33 +18471,1.31,Ideal,H,SI1,60.8,56.0,7519.0,7.12,7.08,4.32 +36716,0.41,Premium,E,SI2,61.7,58.0,953.0,4.8,4.76,2.95 +3574,0.96,Good,D,SI2,64.0,62.0,3419.0,6.16,6.13,3.93 +27501,2.07,Ideal,H,SI2,63.5,53.0,18198.0,8.12,8.09,5.14 +31402,0.3,Ideal,G,VVS1,61.5,57.0,764.0,4.28,4.31,2.64 +46759,0.71,Ideal,H,SI2,62.6,56.0,1800.0,5.75,5.69,3.58 +37517,0.33,Ideal,E,VVS1,62.2,55.0,986.0,4.42,4.46,2.76 +19989,1.29,Premium,G,VS2,61.9,58.0,8530.0,7.02,6.97,4.33 +53211,0.77,Very Good,G,SI1,58.4,63.0,2635.0,5.95,6.03,3.5 +26894,2.04,Very Good,I,VS2,62.5,58.0,16874.0,8.09,8.22,5.1 +20048,0.28,Ideal,E,VS1,61.4,56.0,625.0,4.24,4.2,2.59 +17253,1.52,Fair,I,SI2,64.7,58.0,6905.0,7.19,7.22,4.66 +14160,1.31,Premium,I,SI2,60.5,59.0,5744.0,7.11,7.04,4.28 +33576,0.39,Very Good,F,VS2,60.1,56.0,832.0,4.77,4.82,2.88 +8012,1.15,Premium,E,SI2,61.7,60.0,4328.0,6.78,6.7,4.16 +4665,0.71,Very Good,D,VVS2,62.7,59.0,3670.0,5.64,5.69,3.55 +6945,0.95,Premium,E,SI2,60.7,59.0,4142.0,6.3,6.36,3.84 +29904,0.39,Ideal,F,SI1,61.8,55.0,711.0,4.66,4.71,2.9 +49235,0.7,Ideal,I,SI1,62.1,58.0,2083.0,5.68,5.72,3.54 +39733,0.53,Very Good,G,SI2,60.9,55.0,1092.0,5.26,5.29,3.21 +42660,0.4,Ideal,E,VVS1,62.4,57.0,1333.0,4.67,4.72,2.93 +726,0.34,Good,E,SI1,63.5,55.0,556.0,4.44,4.47,2.83 +14095,0.91,Ideal,D,SI1,60.6,56.0,5717.0,6.27,6.3,3.81 +37133,0.41,Ideal,H,VVS1,60.5,55.0,971.0,4.83,4.89,2.94 +1576,0.7,Premium,E,VVS2,62.7,53.0,3007.0,5.65,5.61,3.53 +50825,0.64,Ideal,H,VVS1,62.2,58.0,2308.0,5.49,5.51,3.42 +18947,1.06,Ideal,G,VS1,61.2,56.0,7790.0,6.56,6.62,4.03 +36466,0.31,Ideal,D,VS2,62.7,57.0,942.0,4.34,4.3,2.71 +27627,1.83,Premium,G,VS2,60.5,59.0,18525.0,7.99,7.89,4.8 +44962,0.55,Ideal,F,VS2,62.0,56.0,1636.0,5.3,5.25,3.27 +17807,1.0,Ideal,E,VS2,62.5,57.0,7177.0,6.38,6.45,4.01 +14752,1.23,Ideal,H,SI1,62.3,57.0,5938.0,6.85,6.89,4.28 +43064,0.45,Ideal,G,IF,62.0,53.0,1377.0,4.94,4.99,3.08 +11062,0.28,Good,F,VVS2,61.2,62.0,596.0,4.16,4.21,2.56 +6155,0.83,Ideal,D,SI1,61.3,56.0,3990.0,6.04,6.06,3.71 +37566,0.31,Ideal,G,IF,62.7,57.0,988.0,4.34,4.31,2.71 +2162,0.74,Ideal,G,SI1,60.6,55.0,3130.0,5.87,5.93,3.57 +33314,0.35,Premium,D,SI1,60.2,57.0,827.0,4.61,4.56,2.76 +19847,1.12,Very Good,G,VVS1,60.9,57.0,8408.0,6.67,6.72,4.08 +22511,1.51,Premium,H,VS2,61.5,58.0,10548.0,7.45,7.32,4.45 +38660,0.42,Ideal,D,SI1,61.7,56.0,1040.0,4.83,4.79,2.97 +23486,1.54,Ideal,G,VS2,61.5,57.0,11487.0,7.44,7.41,4.57 +39488,0.41,Ideal,E,VS1,62.7,55.0,1079.0,4.72,4.76,2.97 +30181,0.33,Ideal,I,VVS2,61.0,56.0,722.0,4.48,4.51,2.74 +28415,0.29,Ideal,E,VVS1,62.7,55.0,669.0,4.2,4.22,2.64 +28590,0.3,Ideal,G,VS2,61.3,56.0,675.0,4.3,4.28,2.63 +12190,1.09,Premium,D,SI2,60.3,60.0,5186.0,6.68,6.61,4.01 +39613,0.35,Ideal,I,VS2,59.8,57.0,491.0,4.59,4.6,2.75 +29136,0.31,Very Good,D,VS2,61.6,55.0,692.0,4.37,4.4,2.7 +7677,1.2,Very Good,F,SI2,63.3,59.0,4274.0,6.7,6.66,4.23 +13435,1.2,Very Good,G,SI2,61.7,59.0,5518.0,6.81,6.86,4.22 +36497,0.34,Ideal,E,VVS2,62.4,55.0,944.0,4.47,4.51,2.79 +42429,0.41,Very Good,F,IF,61.6,58.0,1313.0,4.75,4.79,2.94 +1189,0.7,Premium,G,VVS1,62.0,61.0,2932.0,5.71,5.62,3.51 +30979,0.37,Premium,F,VS2,61.9,58.0,746.0,4.54,4.6,2.83 +6019,0.9,Very Good,H,VS1,62.7,56.0,3964.0,6.15,6.2,3.87 +3129,0.72,Ideal,G,VVS1,61.7,55.0,3326.0,5.8,5.77,3.57 +41678,0.5,Ideal,E,SI2,62.4,57.0,1240.0,5.07,5.03,3.15 +15119,1.24,Ideal,I,VS2,62.0,55.0,6076.0,6.9,6.87,4.27 +445,1.02,Premium,G,I1,60.3,58.0,2815.0,6.55,6.5,3.94 +43940,0.3,Good,D,SI1,63.1,56.0,515.0,4.24,4.28,2.69 +27542,2.3,Ideal,H,SI2,61.6,56.0,18304.0,8.48,8.52,5.24 +12941,1.0,Very Good,G,VS2,60.0,55.0,5385.0,6.41,6.52,3.88 +2588,0.71,Very Good,E,VS2,60.7,58.0,3217.0,5.73,5.81,3.5 +30350,0.42,Very Good,E,SI1,61.4,54.0,728.0,4.83,4.87,2.98 +53575,0.63,Ideal,E,VVS2,61.6,57.0,2697.0,5.52,5.49,3.39 +27329,2.0,Ideal,F,SI2,62.0,57.0,17871.0,8.1,8.03,5.0 +17440,1.58,Premium,F,SI2,60.7,60.0,6990.0,7.54,7.51,4.57 +1602,0.7,Ideal,F,VS2,61.9,55.0,3011.0,5.7,5.74,3.54 +34247,0.38,Very Good,J,VVS2,63.4,56.0,855.0,4.62,4.56,2.91 +5730,0.25,Very Good,E,VVS1,60.7,58.0,575.0,4.07,4.1,2.48 +43806,0.51,Very Good,G,VS2,63.4,55.0,1443.0,5.06,5.03,3.2 +3557,0.92,Very Good,H,SI2,62.8,59.0,3417.0,6.14,6.16,3.86 +40406,0.54,Ideal,G,SI2,62.3,58.0,1133.0,5.17,5.2,3.23 +53118,0.75,Very Good,G,SI1,62.3,55.0,2617.0,5.81,5.85,3.63 +52069,0.54,Ideal,F,VVS2,62.0,55.0,2454.0,5.24,5.25,3.25 +6070,1.13,Very Good,E,SI2,59.4,62.0,3967.0,6.78,6.83,4.04 +50664,0.31,Very Good,H,VS1,61.4,56.0,544.0,4.37,4.39,2.69 +21925,1.23,Very Good,G,VVS2,62.2,57.0,9999.0,6.8,6.87,4.25 +7014,0.9,Premium,F,SI1,61.2,59.0,4158.0,6.19,6.16,3.78 +9656,1.01,Premium,H,SI1,62.8,58.0,4642.0,6.38,6.36,4.0 +38574,0.4,Premium,H,VS1,62.6,58.0,1035.0,4.71,4.68,2.94 +15494,1.0,Very Good,G,VS2,62.7,59.0,6208.0,6.32,6.38,3.98 +29394,0.31,Good,E,SI1,63.9,56.0,698.0,4.31,4.27,2.74 +20285,1.73,Good,J,SI1,65.6,55.0,8703.0,7.42,7.47,4.88 +10314,0.81,Ideal,E,VS1,61.6,55.0,4764.0,5.96,6.02,3.69 +22459,2.0,Fair,I,SI2,65.2,59.0,10483.0,7.74,7.69,5.03 +10520,0.9,Very Good,D,VS2,60.9,62.0,4804.0,6.11,6.18,3.74 +38870,0.4,Premium,F,VS1,62.5,57.0,1050.0,4.72,4.69,2.94 +27736,1.6,Ideal,F,VS1,62.0,56.0,18780.0,7.47,7.52,4.65 +29869,0.3,Ideal,D,VS2,61.8,55.0,710.0,4.32,4.36,2.68 +9647,1.01,Good,G,SI1,62.8,58.0,4641.0,6.36,6.29,3.97 +49613,0.9,Fair,E,I1,59.9,66.0,2138.0,6.18,6.14,3.69 +1977,0.98,Very Good,H,SI2,63.4,57.0,3091.0,6.41,6.32,4.04 +41310,0.5,Very Good,F,SI1,60.2,62.0,1213.0,5.1,5.13,3.08 +21062,1.5,Very Good,H,SI1,62.4,58.0,9237.0,7.29,7.26,4.54 +12349,1.05,Premium,H,SI1,61.3,58.0,5228.0,6.52,6.47,3.98 +47053,0.71,Premium,I,SI2,60.3,58.0,1821.0,5.72,5.78,3.47 +33972,0.27,Ideal,E,VVS1,61.7,57.0,846.0,4.16,4.14,2.56 +13253,1.1,Premium,H,SI1,60.7,59.0,5476.0,6.72,6.7,4.07 +13141,1.22,Ideal,G,SI2,62.9,56.0,5436.0,6.86,6.78,4.29 +26449,1.55,Premium,D,VS2,61.5,58.0,15991.0,7.48,7.51,4.61 +29510,0.32,Premium,E,VS2,60.5,59.0,702.0,4.39,4.43,2.67 +2600,0.77,Ideal,E,SI1,61.6,57.0,3218.0,5.91,5.87,3.63 +30694,0.3,Premium,F,VVS2,61.4,59.0,737.0,4.31,4.36,2.66 +8810,1.08,Ideal,I,SI1,61.4,57.0,4476.0,6.67,6.62,4.08 +9443,0.83,Ideal,F,VS1,62.3,56.4,4592.0,5.97,6.02,3.73 +26653,2.28,Ideal,J,VS2,62.7,57.0,16450.0,8.43,8.36,5.26 +3363,0.31,Very Good,I,VS2,59.3,59.0,406.0,4.38,4.42,2.61 +4708,1.0,Good,J,SI1,63.9,60.0,3679.0,6.26,6.19,3.98 +24228,2.01,Premium,H,SI2,60.8,59.0,12423.0,8.08,8.0,4.89 +41508,0.57,Very Good,F,SI2,60.1,56.0,1235.0,5.4,5.42,3.25 +41110,0.54,Premium,G,SI2,61.4,59.0,1195.0,5.24,5.21,3.21 +48786,0.53,Ideal,D,SI1,60.4,57.0,2021.0,5.28,5.31,3.2 +25340,2.3,Premium,H,SI2,60.6,59.0,14042.0,8.4,8.37,5.08 +23515,1.56,Ideal,G,SI1,61.2,56.0,11522.0,7.49,7.51,4.59 +7452,1.14,Good,G,SI2,63.7,60.0,4233.0,6.69,6.6,4.24 +27432,2.01,Very Good,I,VS1,62.9,59.0,18041.0,7.94,8.03,5.02 +16369,0.33,Very Good,D,SI1,61.5,60.0,608.0,4.41,4.44,2.72 +13730,0.27,Premium,E,VS1,61.5,58.0,603.0,4.22,4.17,2.58 +39978,0.5,Ideal,G,SI2,61.4,57.0,1107.0,5.1,5.13,3.14 +9393,1.17,Good,I,SI1,60.0,64.0,4586.0,6.91,6.83,4.12 +50607,0.61,Ideal,E,VS1,61.7,55.0,2285.0,5.45,5.47,3.37 +21206,1.5,Ideal,F,SI1,62.7,56.0,9347.0,7.25,7.35,4.58 +8862,0.9,Very Good,E,VS2,63.3,59.0,4482.0,6.08,6.12,3.86 +991,0.77,Premium,E,SI1,60.9,58.0,2896.0,5.94,5.88,3.6 +41347,0.4,Very Good,E,VVS1,60.0,58.0,1217.0,4.77,4.8,2.87 +39923,0.41,Premium,D,VVS2,62.2,58.0,1105.0,4.78,4.8,2.98 +43653,0.53,Ideal,H,VS2,61.7,56.0,1435.0,5.17,5.21,3.2 +26692,0.28,Very Good,H,VS1,61.9,56.0,429.0,4.18,4.2,2.59 +31856,0.3,Ideal,H,VVS2,61.5,57.0,776.0,4.34,4.31,2.66 +36303,0.32,Premium,H,VVS1,61.5,59.0,936.0,4.41,4.37,2.7 +49510,0.73,Ideal,J,VS1,62.0,53.0,2121.0,5.78,5.82,3.6 +33398,0.39,Ideal,F,VS2,62.1,53.0,828.0,4.73,4.77,2.95 +44885,0.5,Ideal,E,VS2,62.9,54.0,1629.0,5.14,5.1,3.22 +10661,1.2,Very Good,I,SI1,63.1,58.0,4838.0,6.72,6.66,4.22 +28189,0.4,Premium,D,SI2,60.0,58.0,666.0,4.8,4.84,2.89 +13698,1.23,Ideal,I,SI1,62.1,58.0,5600.0,6.82,6.86,4.25 +5684,1.05,Premium,E,SI2,62.2,59.0,3886.0,6.51,6.44,4.03 +33720,0.42,Good,H,SI1,63.6,57.0,838.0,4.79,4.74,3.03 +25817,1.61,Premium,F,VS2,61.6,61.0,14833.0,7.54,7.47,4.62 +51723,0.7,Ideal,F,SI1,61.8,55.0,2401.0,5.71,5.75,3.54 +47056,0.61,Ideal,G,VS2,61.4,55.7,1821.0,5.43,5.53,3.37 +27358,2.16,Premium,I,SI1,58.5,60.0,17934.0,8.54,8.49,4.98 +21130,1.22,Ideal,G,VS1,62.2,56.0,9292.0,6.88,6.85,4.27 +20572,1.21,Very Good,E,VS2,61.5,59.0,8886.0,6.82,6.88,4.21 +34307,0.36,Good,F,VVS1,62.4,63.0,858.0,4.46,4.51,2.8 +42547,0.85,Fair,H,I1,61.0,61.0,1324.0,6.2,6.0,3.73 +9689,1.17,Very Good,H,SI1,63.1,56.0,4652.0,6.76,6.71,4.25 +52464,0.71,Very Good,E,SI1,63.2,57.0,2516.0,5.72,5.67,3.6 +15416,1.05,Premium,D,SI1,59.3,58.0,6174.0,6.74,6.68,3.98 +12138,1.26,Premium,J,VS2,62.0,60.0,5173.0,7.0,6.86,4.3 +35887,0.32,Ideal,G,IF,61.2,56.0,918.0,4.4,4.43,2.7 +26798,2.21,Premium,F,SI2,59.6,60.0,16657.0,8.53,8.49,5.07 +3835,1.0,Good,H,SI2,63.7,58.0,3472.0,6.28,6.15,3.96 +33583,0.44,Premium,F,SI2,62.8,60.0,832.0,4.86,4.82,3.04 +50666,0.31,Good,E,SI1,63.1,57.0,544.0,4.28,4.31,2.71 +278,0.81,Premium,I,VVS2,61.9,60.0,2795.0,5.91,5.86,3.64 +897,0.77,Ideal,H,SI1,62.4,56.0,2875.0,5.84,5.9,3.66 +16892,1.2,Premium,E,SI1,62.5,56.0,6742.0,6.75,6.71,4.21 +28285,0.32,Premium,J,SI1,62.2,59.0,365.0,4.37,4.41,2.73 +1519,0.74,Ideal,I,VS2,61.9,55.0,2997.0,5.8,5.83,3.6 +9831,1.01,Premium,D,SI2,61.8,60.0,4672.0,6.41,6.37,3.95 +9187,0.9,Very Good,F,SI1,63.3,55.0,4545.0,6.18,6.12,3.89 +48089,0.63,Ideal,F,SI1,59.9,59.0,1932.0,5.59,5.63,3.36 +49834,0.5,Very Good,E,VVS2,59.3,56.0,2168.0,5.25,5.3,3.13 +10913,1.14,Very Good,H,SI1,59.2,58.0,4890.0,6.8,6.86,4.04 +38436,0.38,Premium,F,VS2,60.9,56.0,1026.0,4.72,4.67,2.86 +50627,0.3,Ideal,E,SI2,60.9,59.0,401.0,4.29,4.32,2.62 +52995,0.7,Premium,G,VS2,61.3,58.0,2596.0,5.74,5.68,3.5 +15685,2.49,Fair,J,I1,66.3,58.0,6289.0,8.26,8.18,5.45 +23712,0.4,Ideal,G,SI2,62.0,56.0,632.0,4.73,4.76,2.94 +19878,1.13,Ideal,E,VS2,61.4,58.0,8430.0,6.71,6.74,4.13 +24941,2.03,Ideal,I,SI2,60.8,59.0,13398.0,8.12,8.2,4.96 +32890,0.36,Premium,E,SI1,60.9,60.0,810.0,4.61,4.56,2.79 +28434,0.3,Ideal,E,VS1,61.9,56.0,670.0,4.28,4.31,2.66 +10210,1.05,Premium,E,SI2,59.5,59.0,4742.0,6.65,6.59,3.94 +51367,0.71,Ideal,F,SI2,62.1,54.0,2365.0,5.72,5.74,3.56 +3707,1.01,Ideal,E,I1,62.0,57.0,3450.0,6.41,6.37,3.96 +49907,0.75,Very Good,H,SI2,63.0,58.0,2180.0,5.76,5.79,3.64 +31595,0.2,Premium,E,VS2,59.7,62.0,367.0,3.84,3.8,2.28 +52866,0.89,Fair,G,SI2,58.9,66.0,2579.0,6.26,6.16,3.66 +19709,0.42,Very Good,D,SI2,58.6,58.0,625.0,4.91,4.98,2.9 +31305,0.32,Ideal,D,VS2,62.5,56.0,758.0,4.38,4.45,2.76 +7505,1.08,Very Good,G,SI2,59.8,57.0,4241.0,6.66,6.72,4.0 +44861,0.54,Premium,D,VS2,61.6,56.0,1627.0,5.24,5.18,3.21 +6167,1.01,Ideal,I,VS1,62.8,57.0,3991.0,6.42,6.38,4.02 +11825,1.05,Ideal,H,SI1,61.4,57.0,5095.0,6.49,6.54,4.0 +7072,0.33,Ideal,I,VVS2,62.4,57.0,579.0,4.41,4.44,2.76 +42131,0.53,Ideal,I,VS2,60.3,60.0,1279.0,5.25,5.22,3.16 +32733,0.31,Very Good,F,VS2,63.4,56.0,802.0,4.32,4.29,2.73 +38675,0.55,Very Good,I,SI2,63.1,58.0,1041.0,5.15,5.19,3.26 +28486,0.34,Premium,H,VVS1,61.2,58.0,672.0,4.48,4.51,2.75 +26077,1.51,Ideal,G,VVS2,60.5,56.0,15303.0,7.45,7.42,4.5 +26696,0.31,Ideal,J,VS1,61.7,55.1,429.0,4.36,4.39,2.7 +42974,0.41,Ideal,G,IF,61.7,56.0,1367.0,4.77,4.8,2.95 +40113,0.41,Very Good,F,VVS2,60.3,58.0,1115.0,4.79,4.83,2.9 +50196,0.61,Ideal,E,VS2,61.7,56.0,2225.0,5.46,5.43,3.36 +5937,1.01,Very Good,F,SI2,60.8,63.0,3945.0,6.32,6.38,3.86 +423,0.71,Ideal,D,SI1,62.4,57.0,2812.0,5.69,5.72,3.56 +11024,1.33,Fair,E,SI2,65.0,57.0,4916.0,6.93,6.89,4.49 +4870,1.02,Good,H,SI2,64.3,60.0,3713.0,6.36,6.25,4.06 +35524,0.43,Very Good,F,VS2,61.3,59.0,905.0,4.81,4.84,2.96 +34353,0.31,Ideal,D,VS1,62.0,57.0,863.0,4.35,4.33,2.69 +33993,0.42,Ideal,G,VS2,62.4,54.0,847.0,4.78,4.83,3.0 +31865,0.3,Premium,H,VVS2,60.8,60.0,776.0,4.33,4.29,2.62 +22623,1.7,Very Good,I,SI1,61.9,62.0,10680.0,7.52,7.58,4.67 +13057,1.0,Premium,F,SI1,60.6,62.0,5410.0,6.43,6.4,3.89 +9170,0.9,Very Good,G,VS2,62.7,59.0,4543.0,6.09,6.16,3.84 +51858,0.76,Good,G,SI1,57.7,63.0,2425.0,5.97,6.05,3.47 +31413,0.3,Ideal,G,VVS1,62.3,54.0,764.0,4.32,4.35,2.7 +25649,2.51,Premium,H,SI2,59.3,61.0,14543.0,8.81,8.77,5.21 +14021,1.0,Good,G,VS2,63.1,61.0,5702.0,6.33,6.38,4.01 +3416,0.36,Premium,I,VS1,62.0,59.0,568.0,4.53,4.6,2.83 +2402,0.72,Ideal,D,SI2,60.5,57.0,3176.0,5.82,5.89,3.54 +11015,1.01,Very Good,G,SI1,60.6,57.0,4916.0,6.49,6.52,3.94 +4322,0.9,Very Good,G,SI1,61.6,59.0,3597.0,6.13,6.19,3.8 +16036,0.3,Premium,I,VS1,63.0,53.0,608.0,4.31,4.26,2.7 +35238,0.39,Premium,F,VS1,61.7,58.0,894.0,4.69,4.71,2.9 +46407,0.51,Ideal,D,VS2,60.5,56.0,1767.0,5.21,5.2,3.15 +51681,0.72,Premium,H,SI1,61.5,56.0,2398.0,5.8,5.77,3.56 +48856,0.5,Ideal,D,VS1,62.3,54.3,2033.0,5.05,5.12,3.17 +7682,1.03,Premium,H,SI1,62.4,58.0,4274.0,6.5,6.42,4.03 +5429,0.94,Premium,E,SI2,60.4,59.0,3825.0,6.34,6.37,3.84 +47019,0.56,Premium,G,VS1,62.4,58.0,1819.0,5.22,5.3,3.28 +32152,0.28,Ideal,F,VVS2,62.6,55.0,787.0,4.2,4.23,2.64 +23182,1.7,Very Good,I,VS2,58.5,59.0,11190.0,7.81,7.89,4.59 +35171,0.31,Ideal,G,IF,61.6,56.0,891.0,4.38,4.42,2.71 +41916,0.58,Very Good,H,SI1,62.4,55.0,1262.0,5.32,5.36,3.33 +12445,1.0,Premium,G,VS1,61.9,60.0,5242.0,6.39,6.31,3.93 +10178,1.08,Ideal,G,SI2,62.1,57.0,4733.0,6.56,6.58,4.08 +27566,2.0,Premium,H,SI1,58.2,60.0,18371.0,8.34,8.26,4.83 +32857,0.4,Very Good,G,VS2,62.8,61.0,807.0,4.63,4.67,2.92 +28891,0.3,Very Good,G,VVS2,62.3,59.0,684.0,4.25,4.29,2.66 +17315,1.01,Ideal,G,VS2,62.7,54.0,6937.0,6.43,6.47,4.04 +10681,1.11,Premium,H,SI1,58.4,60.0,4842.0,6.87,6.83,4.0 +13557,1.18,Ideal,I,VS1,62.2,57.0,5551.0,6.76,6.72,4.19 +31885,0.3,Premium,G,VS1,61.8,59.0,776.0,4.37,4.34,2.69 +8919,1.07,Fair,E,SI2,62.2,66.0,4496.0,6.57,6.48,4.06 +13444,1.23,Premium,I,VS2,61.7,58.0,5521.0,6.85,6.87,4.23 +43378,0.5,Premium,F,SI1,62.5,59.0,1409.0,5.03,4.99,3.13 +53340,0.55,Very Good,E,VVS2,59.9,58.0,2656.0,5.29,5.33,3.18 +15970,1.01,Fair,F,VS1,64.5,59.0,6391.0,6.27,6.19,4.02 +45002,0.57,Ideal,F,VS2,62.1,55.0,1637.0,5.31,5.35,3.31 +24692,0.41,Good,E,SI2,63.2,58.0,638.0,4.68,4.72,2.97 +49708,0.77,Ideal,J,SI1,61.6,55.0,2147.0,5.87,5.93,3.63 +50478,0.7,Very Good,F,SI1,62.3,57.0,2267.0,5.62,5.65,3.51 +25942,1.8,Ideal,H,VS1,62.3,56.0,15105.0,7.79,7.76,4.84 +45387,0.55,Ideal,E,VS2,61.4,56.0,1667.0,5.26,5.32,3.25 +37425,0.33,Ideal,E,VVS1,61.5,56.0,984.0,4.46,4.49,2.75 +16238,1.18,Ideal,I,VVS1,59.7,54.0,6494.0,6.99,6.92,4.15 +8407,0.9,Good,G,VS1,63.9,60.0,4401.0,6.14,6.09,3.91 +46784,0.58,Ideal,I,VVS1,62.1,56.0,1805.0,5.34,5.32,3.31 +39296,0.3,Ideal,H,VS2,62.5,57.0,491.0,4.26,4.29,2.67 +5500,0.91,Ideal,G,SI2,60.8,57.0,3844.0,6.28,6.22,3.81 +28684,0.24,Ideal,F,IF,60.7,57.0,678.0,3.99,4.04,2.43 +1904,0.91,Fair,D,SI2,62.5,66.0,3079.0,6.08,6.01,3.78 +6530,0.9,Good,D,SI1,63.2,62.0,4068.0,6.06,6.13,3.85 +43288,0.31,Ideal,H,VS2,61.7,55.0,507.0,4.34,4.38,2.69 +47135,0.53,Ideal,F,VS1,61.2,56.0,1830.0,5.22,5.24,3.2 +48264,0.46,Ideal,E,VVS1,62.5,53.0,1955.0,4.95,5.0,3.11 +17053,0.41,Ideal,F,SI2,61.6,54.0,612.0,4.78,4.8,2.95 +30272,0.31,Very Good,H,SI1,59.0,57.0,446.0,4.4,4.44,2.61 +25722,2.03,Ideal,G,SI1,62.0,57.0,14637.0,8.1,8.05,5.01 +4040,1.0,Good,I,SI2,63.9,60.0,3528.0,6.3,6.26,4.01 +9861,1.02,Good,F,SI1,63.7,61.0,4678.0,6.27,6.23,3.98 +8574,1.0,Very Good,E,SI1,63.1,58.0,4435.0,6.34,6.2,3.95 +43067,0.54,Good,D,SI2,59.1,65.0,1377.0,5.28,5.32,3.13 +45735,0.52,Ideal,H,VS1,61.0,56.0,1699.0,5.15,5.23,3.17 +45374,0.58,Ideal,F,VS2,62.1,55.0,1666.0,5.33,5.37,3.32 +6720,0.3,Ideal,D,SI2,61.1,58.0,413.0,4.31,4.33,2.64 +287,0.81,Very Good,H,SI2,61.3,59.0,2797.0,5.94,6.01,3.66 +46692,0.53,Ideal,G,VS1,61.5,57.0,1791.0,5.21,5.23,3.21 +10629,1.2,Ideal,J,SI1,62.3,56.0,4830.0,6.77,6.81,4.23 +2157,0.7,Ideal,D,VS2,61.5,56.0,3129.0,5.7,5.74,3.52 +25045,0.3,Ideal,F,SI1,62.8,56.0,641.0,4.26,4.24,2.67 +17387,0.32,Premium,G,SI1,62.5,58.0,612.0,4.43,4.4,2.76 +25908,2.01,Very Good,G,SI1,63.5,60.0,15038.0,7.98,7.89,5.04 +11735,1.04,Very Good,G,SI1,61.8,59.0,5070.0,6.49,6.55,4.03 +44499,0.51,Ideal,G,VS1,62.2,55.0,1599.0,5.13,5.16,3.2 +36535,0.42,Premium,F,VS2,61.9,58.0,945.0,4.8,4.76,2.96 +47218,0.5,Ideal,F,VS1,62.5,57.0,1838.0,5.09,5.06,3.17 +43143,0.46,Premium,D,VS2,60.9,58.0,1388.0,4.97,4.94,3.02 +32912,0.42,Premium,D,SI1,59.8,59.0,810.0,4.86,4.91,2.92 +26483,1.75,Very Good,G,VS2,62.8,59.0,16073.0,7.53,7.62,4.76 +9081,0.9,Very Good,D,VS2,63.5,61.0,4521.0,6.16,6.09,3.89 +43658,0.71,Fair,J,VS2,64.9,54.0,1435.0,5.63,5.53,3.62 +24050,0.38,Very Good,E,SI2,61.6,57.0,633.0,4.61,4.65,2.85 +25146,1.53,Ideal,D,SI1,61.2,56.0,13714.0,7.48,7.45,4.57 +9722,1.01,Ideal,G,SI1,61.4,55.0,4653.0,6.46,6.5,3.98 +36952,0.25,Very Good,F,VS1,60.7,57.0,480.0,4.06,4.09,2.47 +1340,0.63,Ideal,F,VVS2,62.3,56.0,2961.0,5.48,5.5,3.42 +21944,1.53,Premium,I,VS2,62.0,58.0,10013.0,7.36,7.41,4.58 +12102,1.09,Very Good,E,SI2,62.2,58.0,5165.0,6.54,6.61,4.09 +33823,0.32,Ideal,G,VVS1,60.8,56.0,842.0,4.37,4.44,2.68 +44487,0.51,Very Good,D,VS2,62.9,56.0,1597.0,5.07,5.1,3.2 +51518,0.72,Premium,E,SI1,62.1,58.0,2385.0,5.72,5.69,3.54 +44076,0.62,Premium,G,SI1,62.6,60.0,1552.0,5.42,5.38,3.38 +33758,0.31,Ideal,G,IF,61.5,57.0,840.0,4.35,4.37,2.68 +5917,0.71,Premium,E,VVS1,61.8,56.0,3936.0,5.71,5.68,3.52 +12240,1.1,Ideal,I,SI1,61.6,55.0,5199.0,6.66,6.68,4.11 +41521,0.43,Ideal,F,VS1,61.4,56.0,1235.0,4.87,4.9,3.0 +52491,0.75,Ideal,H,SI1,62.9,57.0,2523.0,5.75,5.8,3.63 +37474,0.42,Ideal,G,VS1,61.3,57.0,984.0,4.81,4.78,2.94 +806,0.83,Premium,G,SI1,62.3,58.0,2863.0,6.01,5.97,3.73 +6044,0.32,Ideal,E,SI2,62.0,55.0,576.0,4.41,4.36,2.72 +25458,1.52,Very Good,F,VS2,63.5,57.0,14217.0,7.23,7.29,4.61 +22053,1.16,Ideal,G,IF,62.3,55.0,10082.0,6.79,6.73,4.21 +18920,1.07,Very Good,E,VS1,62.0,60.0,7768.0,6.49,6.58,4.05 +41177,0.4,Premium,G,VVS1,60.9,57.0,1200.0,4.8,4.76,2.91 +39243,0.42,Premium,H,VVS1,62.0,58.0,1068.0,4.79,4.82,2.98 +42303,0.44,Ideal,D,VS1,61.3,56.0,1294.0,4.92,4.87,3.0 +29023,0.31,Ideal,G,VVS2,62.4,54.0,687.0,4.37,4.38,2.73 +39577,0.42,Ideal,I,VS2,62.1,56.0,1081.0,4.78,4.85,2.99 +17458,1.01,Very Good,D,VS2,60.6,56.0,7001.0,6.45,6.51,3.93 +14294,1.34,Very Good,J,SI2,62.3,61.0,5787.0,6.97,7.05,4.37 +1619,0.81,Ideal,E,SI2,61.8,56.0,3013.0,6.0,5.97,3.7 +2153,0.73,Ideal,G,VVS2,62.2,55.0,3127.0,5.77,5.74,3.58 +21528,1.06,Ideal,D,VS1,62.0,57.0,9625.0,6.49,6.54,4.04 +38474,0.38,Ideal,H,VVS2,62.1,56.0,1031.0,4.64,4.67,2.89 +49409,0.74,Ideal,J,VVS2,61.7,55.0,2106.0,5.83,5.87,3.61 +25184,1.52,Ideal,G,VS2,62.1,56.0,13768.0,7.39,7.34,4.57 +38551,0.41,Premium,H,VS1,62.8,59.0,1033.0,4.73,4.64,2.94 +43523,0.56,Very Good,F,SI1,63.9,59.0,1425.0,5.16,5.22,3.32 +32962,0.32,Ideal,G,SI1,61.3,57.0,461.0,4.42,4.45,2.72 +16565,1.01,Very Good,G,VS1,63.2,58.0,6618.0,6.38,6.34,4.02 +30200,0.42,Good,F,SI1,63.3,56.0,722.0,4.75,4.79,3.02 +1826,0.91,Premium,J,VS2,61.6,58.0,3058.0,6.28,6.23,3.85 +26306,1.7,Premium,E,SI1,61.8,58.0,15804.0,7.62,7.52,4.68 +16366,0.33,Ideal,D,SI1,62.4,54.0,608.0,4.41,4.44,2.76 +50529,0.75,Premium,F,SI2,60.9,58.0,2274.0,5.88,5.91,3.59 +46619,0.51,Ideal,D,VS2,62.3,55.0,1787.0,5.12,5.19,3.21 +10625,1.07,Ideal,H,SI1,62.0,57.0,4830.0,6.51,6.56,4.05 +28355,0.34,Ideal,H,VVS2,61.7,55.0,667.0,4.48,4.5,2.77 +37855,0.4,Ideal,D,VS1,60.6,56.0,1003.0,4.78,4.82,2.91 +34970,0.23,Very Good,E,VVS1,61.4,60.0,472.0,3.95,3.97,2.43 +48207,0.53,Ideal,E,VS2,61.5,56.0,1948.0,5.22,5.25,3.22 +22502,1.04,Premium,E,VVS1,62.5,59.0,10539.0,6.46,6.41,4.02 +49992,0.57,Ideal,E,VS1,61.8,55.0,2192.0,5.34,5.39,3.32 +15872,1.0,Good,G,VS1,63.6,59.0,6349.0,6.3,6.34,4.02 +24550,2.05,Very Good,I,SI2,59.8,56.0,12839.0,8.32,8.41,5.0 +39769,0.36,Ideal,E,VS1,61.7,56.0,1094.0,4.58,4.56,2.82 +17509,1.14,Ideal,I,VS1,61.1,56.0,7038.0,6.73,6.76,4.12 +13111,1.24,Very Good,J,VS1,59.1,62.0,5427.0,7.06,7.04,4.17 +20059,0.31,Good,G,VS1,63.2,57.0,625.0,4.28,4.33,2.72 +32150,0.28,Very Good,F,IF,59.8,56.0,787.0,4.27,4.29,2.56 +33163,0.31,Ideal,G,VVS1,60.7,57.0,816.0,4.37,4.4,2.66 +32978,0.37,Ideal,E,VS2,61.6,57.0,811.0,4.61,4.65,2.85 +48021,0.71,Very Good,J,VS2,59.0,61.0,1922.0,5.81,5.85,3.44 +12838,1.08,Ideal,G,SI1,61.8,56.0,5352.0,6.58,6.55,4.06 +33064,0.32,Ideal,H,IF,61.2,56.0,814.0,4.4,4.42,2.7 +19987,1.53,Ideal,G,SI1,61.3,57.0,8529.0,7.42,7.32,4.52 +12601,1.0,Very Good,H,SI1,60.9,58.0,5287.0,6.43,6.46,3.93 +37836,0.33,Ideal,D,VS2,61.9,53.0,1002.0,4.49,4.46,2.77 +42991,0.55,Very Good,F,SI1,63.1,56.0,1368.0,5.22,5.24,3.3 +904,0.71,Ideal,E,VS1,62.4,56.0,2877.0,5.75,5.7,3.57 +45218,0.51,Ideal,E,VS2,61.9,56.0,1656.0,5.12,5.16,3.18 +13333,1.22,Ideal,H,SI2,61.7,56.0,5502.0,6.87,6.93,4.26 +20414,1.31,Ideal,H,VS1,62.5,56.0,8774.0,7.03,6.95,4.37 +9156,0.9,Good,G,VS1,63.6,58.0,4540.0,6.09,6.12,3.88 +50762,0.79,Very Good,J,VS2,60.8,56.0,2300.0,5.98,6.02,3.65 +9222,1.03,Ideal,G,SI2,62.8,54.0,4557.0,6.51,6.46,4.07 +25597,1.62,Premium,G,VS1,60.7,58.0,14447.0,7.62,7.54,4.6 +23461,1.72,Premium,H,VS2,59.5,60.0,11455.0,7.79,7.75,4.62 +20782,1.23,Premium,F,VS2,59.6,58.0,9016.0,7.02,6.94,4.16 +49963,0.3,Very Good,E,SI2,63.5,55.0,540.0,4.3,4.27,2.72 +45873,0.5,Ideal,E,VS1,61.9,56.0,1716.0,5.09,5.12,3.16 +13096,1.21,Premium,H,SI2,62.6,61.0,5421.0,6.75,6.7,4.21 +4857,0.71,Ideal,F,VS1,61.5,56.0,3710.0,5.72,5.75,3.52 +39395,0.41,Ideal,I,IF,62.6,57.0,1076.0,4.78,4.74,2.98 +20662,1.21,Ideal,H,VVS2,61.3,56.0,8950.0,6.85,6.89,4.21 +15860,1.03,Premium,E,VS2,60.0,59.0,6344.0,6.54,6.6,3.94 +40502,0.42,Ideal,H,VVS1,62.4,55.0,1142.0,4.8,4.79,2.99 +40714,0.41,Very Good,D,VVS2,62.5,54.0,1160.0,4.79,4.81,3.0 +34847,0.3,Ideal,G,VVS2,62.9,55.0,878.0,4.32,4.3,2.71 +48813,0.55,Ideal,F,VS2,61.4,57.0,2026.0,5.26,5.3,3.24 +23708,0.4,Good,J,VS1,63.4,58.0,631.0,4.61,4.64,2.93 +29176,0.3,Ideal,F,VVS2,61.6,53.0,694.0,4.35,4.39,2.69 +26391,2.05,Premium,I,VS2,62.5,59.0,15897.0,8.07,8.12,5.06 +24946,2.1,Ideal,H,VS2,62.5,57.0,13403.0,8.21,8.18,5.12 +33324,0.35,Ideal,D,SI1,62.3,57.0,827.0,4.52,4.5,2.81 +34617,0.27,Ideal,E,VS1,61.6,57.0,470.0,4.12,4.16,2.55 +9216,1.18,Premium,I,SI2,61.7,58.0,4555.0,6.75,6.79,4.18 +34772,0.41,Ideal,D,SI2,62.6,55.0,876.0,4.8,4.76,2.99 +13113,1.11,Ideal,G,SI1,62.6,57.0,5428.0,6.64,6.56,4.13 +11105,1.02,Very Good,H,SI1,62.2,58.0,4932.0,6.42,6.48,4.01 +12151,1.0,Premium,E,SI1,61.1,60.0,5174.0,6.47,6.42,3.94 +28117,0.36,Ideal,D,SI1,62.7,57.0,663.0,4.54,4.59,2.86 +17292,1.73,Ideal,J,SI1,62.6,57.0,6927.0,7.69,7.65,4.8 +15706,0.24,Very Good,F,VVS2,60.6,59.0,608.0,4.04,4.06,2.45 +10995,0.91,Very Good,E,SI1,62.3,59.0,4914.0,6.18,6.21,3.86 +23632,1.1,Ideal,D,VVS2,62.2,57.0,11654.0,6.58,6.54,4.08 +10986,1.01,Good,E,SI1,63.1,60.0,4912.0,6.34,6.37,4.01 +36192,0.4,Ideal,G,VVS2,61.9,55.0,931.0,4.72,4.75,2.93 +35256,0.3,Very Good,G,IF,61.0,62.0,895.0,4.32,4.34,2.64 +4741,0.92,Premium,E,SI2,61.8,59.0,3679.0,6.19,6.11,3.8 +1049,0.79,Ideal,G,SI1,60.3,60.0,2907.0,5.98,6.02,3.62 +9872,1.05,Ideal,I,SI1,62.1,54.0,4679.0,6.54,6.55,4.06 +20409,1.5,Premium,F,SI1,62.1,60.0,8770.0,7.32,7.27,4.53 +2290,0.9,Very Good,H,SI2,61.1,63.0,3160.0,6.12,6.19,3.76 +16544,1.0,Premium,F,VS2,61.7,56.0,6608.0,6.48,6.39,3.97 +17043,0.41,Very Good,F,SI2,62.6,54.0,612.0,4.75,4.77,2.98 +38909,0.33,Ideal,E,VVS1,61.5,57.0,1052.0,4.47,4.44,2.74 +53711,0.71,Good,D,SI1,63.1,56.0,2719.0,5.68,5.73,3.6 +20857,1.57,Very Good,H,SI2,58.6,62.0,9077.0,7.71,7.64,4.5 +3327,0.72,Very Good,D,VS1,64.1,57.0,3375.0,5.68,5.71,3.65 +17246,1.03,Ideal,F,VS2,62.0,57.0,6902.0,6.4,6.48,3.99 +37729,0.3,Ideal,F,VVS1,61.9,57.0,995.0,4.32,4.3,2.67 +38596,0.52,Premium,E,I1,60.8,60.0,1037.0,5.2,5.17,3.15 +48591,0.59,Ideal,E,SI1,61.6,55.0,1994.0,5.41,5.43,3.34 +434,0.76,Very Good,F,SI2,58.5,62.0,2815.0,5.93,6.01,3.49 +18723,1.0,Ideal,G,VVS1,62.3,56.0,7644.0,6.4,6.29,3.95 +32977,0.37,Ideal,F,VS1,61.7,56.0,811.0,4.61,4.63,2.85 +53383,0.71,Very Good,F,VS2,62.2,56.0,2662.0,5.7,5.72,3.55 +51327,0.31,Ideal,H,VS1,62.6,55.0,544.0,4.34,4.38,2.73 +14761,1.01,Very Good,G,VS2,63.1,57.0,5939.0,6.39,6.35,4.02 +46014,0.53,Ideal,G,VS1,61.6,57.0,1727.0,5.24,5.21,3.22 +2714,0.32,Ideal,G,VS2,61.8,55.0,564.0,4.4,4.43,2.73 +35184,0.31,Ideal,G,IF,61.7,55.0,891.0,4.36,4.39,2.7 +23730,0.25,Ideal,E,VVS2,61.1,56.0,633.0,4.08,4.11,2.5 +29476,0.32,Premium,E,VS2,62.6,58.0,702.0,4.36,4.4,2.74 +13980,1.21,Ideal,H,SI2,62.1,55.0,5692.0,6.87,6.82,4.25 +52087,0.72,Ideal,D,SI2,62.3,57.0,2457.0,5.8,5.75,3.6 +38637,0.31,Very Good,H,VS2,63.0,57.0,489.0,4.32,4.34,2.73 +20584,1.54,Very Good,F,SI2,61.1,58.0,8893.0,7.36,7.47,4.53 +8187,1.5,Fair,I,I1,71.3,58.0,4368.0,6.85,6.81,4.87 +3134,0.73,Ideal,E,VS2,62.2,56.0,3328.0,5.76,5.78,3.59 +5147,1.03,Fair,G,SI2,65.6,58.0,3765.0,6.3,6.26,4.12 +38562,0.35,Ideal,D,VS1,61.2,56.0,1035.0,4.54,4.58,2.79 +46033,0.57,Premium,G,VS2,62.8,57.0,1728.0,5.28,5.23,3.3 +50560,0.72,Premium,H,SI1,62.7,59.0,2277.0,5.69,5.73,3.58 +14729,0.3,Good,G,VS1,63.1,56.0,605.0,4.24,4.26,2.68 +30612,0.3,Good,D,SI2,63.4,56.0,447.0,4.26,4.29,2.71 +53351,0.7,Good,H,VVS2,63.8,57.0,2657.0,5.61,5.51,3.55 +395,0.32,Very Good,I,SI1,63.1,56.0,554.0,4.39,4.36,2.76 +27171,2.19,Ideal,H,SI2,62.0,56.0,17433.0,8.36,8.48,5.22 +33748,0.31,Ideal,F,VVS1,62.2,54.0,840.0,4.36,4.39,2.72 +7130,0.92,Very Good,H,VS2,63.4,57.0,4173.0,6.17,6.11,3.89 +27023,2.22,Very Good,I,SI1,62.4,55.0,17160.0,8.29,8.35,5.19 +19682,0.4,Very Good,E,SI2,58.7,59.0,622.0,4.78,4.82,2.82 +216,1.01,Premium,F,I1,61.8,60.0,2781.0,6.39,6.36,3.94 +48037,0.56,Ideal,D,VS1,60.4,56.0,1924.0,5.33,5.36,3.23 +32904,0.42,Ideal,D,SI1,61.7,56.0,810.0,4.79,4.83,2.97 +37921,0.23,Very Good,E,VVS1,63.3,57.0,485.0,3.88,3.95,2.48 +15487,1.08,Ideal,D,SI1,61.3,56.0,6203.0,6.63,6.72,4.09 +41353,0.43,Ideal,H,VS2,62.5,56.0,1218.0,4.81,4.85,3.02 +44468,0.5,Premium,E,SI1,59.9,58.0,1593.0,5.18,5.17,3.1 +43154,0.52,Ideal,E,SI1,62.1,57.0,1389.0,5.1,5.14,3.18 +21242,1.52,Very Good,D,SI2,60.6,62.0,9389.0,7.37,7.42,4.48 +41311,0.39,Good,G,IF,63.5,56.0,1213.0,4.65,4.67,2.96 +12467,1.06,Ideal,E,SI1,59.6,54.0,5250.0,6.64,6.62,3.95 +44596,0.53,Very Good,H,VS1,63.4,56.0,1607.0,5.16,5.13,3.26 +36544,0.4,Ideal,F,SI1,62.9,57.0,945.0,4.7,4.68,2.95 +11554,0.91,Premium,H,VVS1,62.5,59.0,5032.0,6.16,6.19,3.86 +12794,1.02,Very Good,H,VS2,60.2,62.0,5335.0,6.46,6.54,3.91 +15769,1.18,Ideal,I,VS2,62.3,56.0,6304.0,6.76,6.73,4.21 +39458,0.39,Ideal,G,VS1,62.0,55.0,1077.0,4.71,4.66,2.9 +654,1.01,Ideal,I,I1,61.5,57.0,2844.0,6.45,6.46,3.97 +45691,0.51,Very Good,E,VS1,60.4,59.0,1697.0,5.16,5.2,3.13 +45892,0.52,Premium,F,VS2,60.7,59.0,1720.0,5.18,5.14,3.13 +51320,0.31,Good,H,VS1,63.1,58.0,544.0,4.26,4.3,2.7 +1487,0.6,Very Good,F,IF,60.1,54.0,2988.0,5.5,5.58,3.33 +21287,1.57,Very Good,I,VS2,60.2,58.0,9443.0,7.51,7.57,4.54 +31139,0.41,Very Good,E,SI1,62.9,57.0,755.0,4.72,4.76,2.98 +18009,1.05,Fair,G,VS1,65.6,58.0,7283.0,6.25,6.38,4.13 +22836,1.55,Ideal,I,VS1,61.9,55.0,10869.0,7.43,7.46,4.61 +2615,0.72,Ideal,E,VS2,61.3,57.0,3223.0,5.76,5.79,3.54 +23080,1.31,Very Good,G,VVS2,62.2,59.0,11108.0,6.91,6.98,4.32 +42215,0.38,Ideal,D,VVS2,60.7,55.0,1289.0,4.69,4.71,2.85 +14642,1.33,Very Good,J,VS2,63.9,57.0,5913.0,6.91,6.96,4.43 +50257,0.69,Fair,G,VS1,61.2,65.4,2235.0,5.58,5.64,3.42 +28017,0.3,Very Good,E,VS2,61.7,61.0,658.0,4.28,4.31,2.65 +41413,0.53,Good,D,SI2,63.9,55.0,1226.0,5.1,5.14,3.27 +41778,0.59,Very Good,F,SI2,58.6,59.0,1247.0,5.53,5.57,3.25 +25293,1.51,Premium,F,VS2,62.9,61.0,13945.0,7.31,7.22,4.57 +4429,1.09,Ideal,G,I1,61.0,56.0,3614.0,6.66,6.62,4.05 +50764,0.87,Very Good,J,SI1,61.4,57.0,2300.0,6.14,6.17,3.78 +23845,1.6,Premium,G,SI1,62.2,58.0,11926.0,7.5,7.44,4.65 +35992,0.42,Ideal,H,VVS2,62.4,56.0,921.0,4.78,4.8,2.99 +3355,0.71,Premium,E,VVS2,59.0,59.0,3380.0,5.88,5.82,3.45 +4804,1.01,Good,J,SI1,63.6,54.0,3699.0,6.44,6.36,4.07 +44260,0.51,Premium,D,SI1,59.9,61.0,1574.0,5.18,5.14,3.09 +21859,1.22,Ideal,F,VS1,62.3,57.0,9920.0,6.79,6.83,4.24 +5140,1.0,Fair,E,SI2,69.0,56.0,3763.0,6.01,5.94,4.12 +52781,0.63,Ideal,E,VS1,61.9,55.0,2565.0,5.46,5.5,3.4 +24178,1.72,Very Good,D,SI2,63.4,62.0,12360.0,7.59,7.53,4.79 +6139,1.13,Premium,I,SI2,62.2,59.0,3987.0,6.67,6.61,4.13 +26508,1.2,Ideal,D,VVS2,61.9,56.0,16130.0,6.81,6.83,4.22 +2975,0.91,Ideal,J,VS2,61.9,58.0,3299.0,6.18,6.22,3.84 +23030,0.33,Ideal,G,SI1,61.3,56.0,631.0,4.51,4.46,2.75 +44579,0.53,Very Good,E,VS2,58.3,62.0,1607.0,5.26,5.31,3.08 +16838,1.06,Premium,E,VS2,62.3,58.0,6716.0,6.49,6.52,4.05 +28611,0.3,Ideal,E,SI1,62.9,57.0,675.0,4.3,4.25,2.69 +40994,0.63,Premium,J,SI1,61.9,59.0,1181.0,5.49,5.47,3.39 +30006,0.43,Premium,D,SI2,60.7,58.0,716.0,4.85,4.91,2.96 +51460,0.72,Premium,E,SI2,62.6,59.0,2376.0,5.74,5.7,3.58 +47741,0.5,Fair,E,VS1,55.3,65.0,1890.0,5.35,5.31,2.95 +23055,1.51,Good,D,SI1,64.9,60.0,11087.0,7.14,7.2,4.65 +20559,1.21,Premium,F,VS2,60.1,55.0,8870.0,7.01,6.91,4.18 +4274,0.98,Fair,H,SI1,68.6,58.0,3583.0,6.18,6.04,4.19 +14859,1.22,Ideal,H,SI1,61.9,56.0,5985.0,6.86,6.83,4.24 +47776,0.7,Fair,D,SI1,52.2,65.0,1895.0,6.04,5.99,3.14 +10805,0.99,Very Good,G,SI1,62.8,56.0,4863.0,6.34,6.36,3.99 +7000,1.0,Premium,F,SI2,62.6,58.0,4155.0,6.37,6.31,3.97 +32679,0.31,Premium,G,VS1,60.8,61.0,802.0,4.35,4.33,2.64 +26353,0.32,Ideal,G,VS1,62.3,54.0,645.0,4.37,4.39,2.73 +43902,0.23,Ideal,F,VVS2,62.5,55.0,511.0,3.94,3.96,2.47 +20903,1.5,Very Good,I,VS2,58.2,60.0,9118.0,7.5,7.58,4.39 +43425,0.35,Fair,G,VS2,65.9,54.0,1415.0,5.57,5.53,3.66 +21770,1.64,Premium,J,VS1,60.6,59.0,9836.0,7.67,7.61,4.63 +22643,1.66,Ideal,I,VS1,61.0,55.0,10691.0,7.67,7.64,4.67 +18629,1.02,Good,E,VS1,63.9,56.0,7602.0,6.33,6.38,4.06 +15747,1.21,Good,J,IF,62.1,60.0,6299.0,6.81,6.87,4.25 +1044,0.61,Ideal,E,VVS2,62.4,53.6,2907.0,5.42,5.45,3.39 +51306,0.31,Ideal,H,VS1,61.7,57.0,544.0,4.32,4.34,2.67 +52314,0.3,Ideal,F,SI1,60.9,55.0,550.0,4.34,4.38,2.66 +27250,2.02,Very Good,F,SI1,60.1,60.0,17658.0,8.21,8.29,4.96 +52176,0.91,Premium,I,SI1,60.8,59.0,2475.0,6.23,6.2,3.78 +2270,0.77,Ideal,G,VS2,61.7,55.0,3154.0,5.87,5.9,3.63 +26532,2.2,Premium,I,SI2,62.4,55.0,16190.0,8.41,8.34,5.23 +39935,0.24,Very Good,F,VVS2,61.9,56.0,492.0,3.97,4.01,2.47 +805,0.71,Ideal,D,SI1,60.8,56.0,2863.0,5.8,5.77,3.52 +11034,0.91,Ideal,H,SI1,62.1,57.0,4919.0,6.18,6.21,3.85 +33268,0.4,Ideal,I,VS1,60.9,56.0,826.0,4.76,4.8,2.91 +14446,1.22,Premium,I,VS2,62.3,59.0,5832.0,6.79,6.83,4.24 +45437,0.59,Ideal,D,SI1,61.7,56.0,1671.0,5.39,5.43,3.34 +51461,0.7,Premium,E,SI2,62.0,60.0,2376.0,5.72,5.67,3.53 +26062,1.53,Ideal,G,VVS2,61.4,59.0,15275.0,7.4,7.42,4.55 +24471,1.51,Premium,E,SI1,60.6,59.0,12738.0,7.45,7.41,4.5 +51729,0.78,Fair,G,SI2,64.9,55.2,2401.0,5.75,5.82,3.76 +26253,2.18,Ideal,I,SI2,62.5,55.0,15706.0,8.31,8.34,5.2 +53931,0.71,Premium,E,SI1,60.5,55.0,2756.0,5.79,5.74,3.49 +16382,1.32,Premium,F,SI2,60.6,60.0,6541.0,7.05,7.1,4.29 +13144,1.33,Premium,H,SI2,61.0,59.0,5437.0,7.1,7.06,4.32 +51843,0.71,Very Good,E,SI2,62.2,58.0,2423.0,5.65,5.7,3.53 +32197,0.35,Ideal,E,SI1,61.0,57.0,788.0,4.57,4.54,2.78 +46156,0.5,Premium,G,VS1,62.5,58.0,1746.0,5.11,5.07,3.18 +3783,1.01,Good,G,SI2,64.0,59.0,3461.0,6.34,6.31,4.05 +6662,0.7,Very Good,D,VS1,60.3,58.0,4095.0,5.76,5.79,3.48 +4947,1.01,Ideal,F,SI2,62.4,56.0,3733.0,6.44,6.38,4.0 +53042,0.81,Good,D,SI2,63.8,55.0,2604.0,5.91,5.89,3.77 +32014,0.3,Ideal,D,VS2,59.5,56.0,778.0,4.41,4.37,2.61 +21750,1.55,Very Good,H,SI1,61.6,54.0,9818.0,7.41,7.47,4.58 +12009,1.14,Very Good,I,VS1,63.3,56.0,5148.0,6.68,6.6,4.2 +46830,0.58,Ideal,E,VS2,60.6,56.0,1809.0,5.43,5.47,3.3 +19840,1.02,Ideal,G,VVS2,62.7,57.0,8401.0,6.41,6.45,4.03 +42217,0.42,Ideal,G,IF,61.9,53.0,1289.0,4.83,4.87,3.0 +32747,0.36,Ideal,F,VS1,61.5,55.0,803.0,4.57,4.61,2.82 +954,0.77,Premium,F,VS2,61.8,56.0,2889.0,5.94,5.9,3.66 +6285,1.25,Premium,J,SI2,61.3,58.0,4018.0,6.98,6.95,4.27 +19951,1.25,Ideal,H,VS2,61.1,55.0,8498.0,6.94,6.97,4.25 +14217,1.05,Premium,D,SI1,60.5,60.0,5762.0,6.62,6.53,3.98 +31156,0.41,Premium,E,SI1,61.3,58.0,755.0,4.76,4.8,2.93 +17251,1.01,Very Good,G,VS1,63.6,57.0,6905.0,6.3,6.35,4.02 +11888,1.01,Good,G,SI1,63.7,60.0,5113.0,6.32,6.28,4.01 +11745,1.51,Fair,I,I1,65.7,61.0,5074.0,7.08,7.02,4.63 +35482,0.31,Ideal,F,VVS1,61.6,56.0,903.0,4.34,4.36,2.68 +12522,1.09,Ideal,H,SI1,61.9,57.0,5262.0,6.58,6.63,4.09 +36923,0.41,Ideal,G,VS1,61.4,55.0,961.0,4.8,4.78,2.94 +17824,1.08,Ideal,G,VS2,62.3,54.0,7187.0,6.59,6.61,4.11 +48837,0.55,Premium,E,VS2,62.3,60.0,2030.0,5.26,5.18,3.25 +6764,0.94,Premium,G,SI1,61.9,57.0,4106.0,6.29,6.24,3.88 +47381,0.54,Ideal,G,VS1,62.0,56.0,1847.0,5.24,5.21,3.24 +9768,1.06,Ideal,G,SI2,61.0,57.0,4662.0,6.61,6.56,4.02 +11916,1.07,Premium,H,SI1,60.4,59.0,5123.0,6.65,6.62,4.01 +38168,0.34,Ideal,G,IF,60.1,57.0,1014.0,4.54,4.58,2.74 +43177,0.5,Good,F,VS1,56.4,62.0,1390.0,5.31,5.22,2.97 +51662,0.71,Ideal,I,VS1,61.6,54.7,2397.0,5.71,5.85,3.54 +49445,0.7,Ideal,I,SI1,61.6,53.0,2110.0,5.73,5.76,3.54 +17780,1.51,Premium,I,SI2,62.6,59.0,7162.0,7.28,7.31,4.57 +45866,0.32,Fair,F,VS2,59.6,60.0,1715.0,4.42,4.34,2.61 +45951,0.56,Very Good,D,SI1,59.9,60.0,1723.0,5.33,5.39,3.21 +48611,0.7,Fair,E,SI2,65.3,56.0,1998.0,5.57,5.54,3.63 +15478,1.23,Premium,I,VS2,59.3,59.0,6199.0,7.13,6.97,4.18 +31038,0.31,Very Good,G,VS1,63.3,57.0,749.0,4.31,4.28,2.72 +53812,0.52,Ideal,F,IF,61.7,57.0,2733.0,5.13,5.17,3.18 +10493,1.04,Ideal,F,SI2,62.2,56.0,4797.0,6.45,6.48,4.02 +39186,0.5,Very Good,G,SI2,63.3,57.0,1063.0,5.03,4.99,3.17 +34754,0.41,Premium,H,SI1,60.0,61.0,876.0,4.83,4.77,2.88 +32526,0.35,Ideal,H,VVS1,62.3,55.0,798.0,4.51,4.55,2.82 +28881,0.31,Good,D,SI1,63.8,57.0,684.0,4.33,4.29,2.75 +36233,0.38,Ideal,D,VS2,62.0,56.0,933.0,4.64,4.68,2.89 +40568,0.57,Ideal,H,SI2,61.5,55.0,1151.0,5.35,5.38,3.3 +28735,0.31,Ideal,E,VS2,62.0,56.0,680.0,4.34,4.37,2.7 +46671,0.59,Very Good,E,VS2,62.3,55.0,1789.0,5.39,5.43,3.37 +47427,0.53,Very Good,E,VS2,60.1,59.0,1852.0,5.24,5.27,3.16 +47818,0.58,Ideal,E,VS2,61.8,57.0,1903.0,5.32,5.36,3.3 +37973,0.41,Premium,F,VS1,59.9,58.0,1007.0,4.81,4.84,2.89 +16119,1.3,Ideal,F,SI2,62.2,56.0,6442.0,6.96,7.0,4.34 +33797,0.32,Ideal,E,VVS2,61.5,57.0,842.0,4.4,4.41,2.71 +41223,0.43,Ideal,G,VVS1,62.0,55.0,1207.0,4.82,4.85,3.0 +9758,1.23,Very Good,F,SI2,60.9,58.0,4661.0,6.93,6.96,4.23 +32470,0.45,Fair,F,SI1,66.8,59.0,794.0,4.79,4.63,3.16 +18881,1.2,Very Good,G,VS2,63.3,58.0,7741.0,6.74,6.66,4.24 +23482,1.7,Premium,I,VVS2,61.8,61.0,11481.0,7.57,7.5,4.66 +43411,0.53,Ideal,D,SI2,61.9,55.0,1412.0,5.24,5.19,3.23 +11334,0.83,Ideal,G,VS1,62.1,55.0,4989.0,6.02,6.05,3.75 +47644,0.23,Very Good,F,IF,59.5,58.0,530.0,4.0,4.03,2.39 +8171,0.71,Very Good,D,VVS2,61.0,56.0,4363.0,5.75,5.79,3.52 +52760,0.81,Very Good,H,SI1,59.1,57.0,2562.0,6.09,6.16,3.62 +5839,0.9,Very Good,G,SI1,62.6,60.0,3919.0,6.09,6.14,3.83 +13960,1.02,Fair,E,SI1,65.7,58.0,5681.0,6.23,6.31,4.12 +20912,1.52,Ideal,I,SI1,61.9,56.0,9124.0,7.37,7.42,4.58 +37915,0.41,Ideal,D,VS2,62.4,55.0,1007.0,4.76,4.79,2.98 +32706,0.31,Premium,F,VS2,60.8,60.0,802.0,4.37,4.34,2.65 +15252,1.35,Ideal,J,SI1,61.9,56.0,6124.0,7.1,7.08,4.39 +28505,0.29,Ideal,G,IF,62.0,56.0,673.0,4.23,4.27,2.63 +20849,1.5,Good,E,SI2,63.9,58.0,9072.0,7.26,7.21,4.62 +9388,0.32,Good,D,SI1,63.8,56.0,589.0,4.33,4.35,2.77 +14407,1.2,Good,I,VS1,59.6,61.0,5818.0,6.84,6.89,4.09 +34000,0.42,Ideal,G,VS2,61.6,56.0,847.0,4.82,4.83,2.97 +28859,0.4,Very Good,E,SI1,59.8,61.0,684.0,4.76,4.81,2.86 +50768,0.72,Ideal,F,SI2,61.2,58.0,2300.0,5.72,5.78,3.52 +32939,0.37,Premium,E,VS2,61.5,58.0,811.0,4.61,4.66,2.85 +28661,0.39,Ideal,E,SI1,62.0,56.0,676.0,4.72,4.65,2.91 +28556,0.3,Ideal,H,VS1,61.6,57.0,675.0,4.33,4.3,2.66 +21357,1.02,Ideal,D,VS2,61.5,56.0,9502.0,6.46,6.49,3.99 +5506,0.83,Ideal,H,VVS1,63.4,56.0,3846.0,5.96,5.99,3.79 +31244,0.31,Ideal,F,VS2,61.9,55.0,757.0,4.37,4.39,2.71 +49591,0.53,Very Good,G,VVS1,58.9,60.0,2136.0,5.23,5.3,3.1 +21978,1.08,Ideal,F,VVS2,61.6,57.0,10046.0,6.57,6.6,4.06 +776,0.71,Ideal,G,VS1,61.5,56.0,2859.0,5.74,5.78,3.54 +10984,1.04,Very Good,H,VS2,63.2,58.0,4911.0,6.45,6.42,4.07 +49087,0.57,Ideal,E,VS1,60.8,54.8,2061.0,5.36,5.4,3.27 +33828,0.41,Ideal,I,VVS2,62.4,57.0,843.0,4.68,4.75,2.94 +48990,0.36,Ideal,H,SI1,62.4,53.0,538.0,4.58,4.59,2.86 +42364,0.53,Ideal,E,SI1,61.2,54.0,1303.0,5.21,5.25,3.2 +9817,1.09,Ideal,G,SI2,62.1,56.0,4670.0,6.66,6.59,4.12 +38367,0.43,Premium,D,SI1,62.4,60.0,1022.0,4.82,4.79,3.0 +36100,0.44,Very Good,I,VVS1,60.8,57.0,926.0,4.88,4.93,2.98 +23622,2.01,Premium,I,SI1,61.3,60.0,11646.0,8.09,8.05,4.95 +29852,0.3,Ideal,D,VS2,61.6,57.0,710.0,4.3,4.33,2.66 +19091,1.56,Good,H,SI1,63.7,57.0,7862.0,7.34,7.25,4.65 +32907,0.42,Ideal,D,SI1,62.4,57.0,810.0,4.77,4.84,3.0 +29727,0.31,Ideal,H,VVS1,62.7,54.0,707.0,4.33,4.38,2.73 +13682,1.01,Premium,E,SI1,62.6,58.0,5599.0,6.32,6.3,3.95 +26984,2.01,Premium,I,VS1,62.9,62.0,17068.0,8.02,7.98,5.03 +53841,0.71,Good,H,VVS2,60.4,63.0,2738.0,5.69,5.74,3.45 +15956,1.51,Ideal,H,SI2,61.7,57.0,6384.0,7.39,7.36,4.55 +48911,0.54,Ideal,G,VVS1,61.9,54.0,2041.0,5.23,5.25,3.24 +36715,0.56,Premium,F,I1,62.6,60.0,953.0,5.3,5.15,3.27 +23995,2.03,Ideal,G,SI2,61.5,57.0,12154.0,8.15,8.07,4.99 +353,0.9,Fair,I,SI1,67.3,59.0,2804.0,5.93,5.84,3.96 +42645,0.5,Premium,H,VS2,60.9,59.0,1332.0,5.14,5.11,3.12 +25044,0.3,Premium,F,SI1,61.7,59.0,641.0,4.33,4.29,2.66 +8165,1.08,Very Good,G,SI2,60.3,58.0,4362.0,6.65,6.72,4.03 +10609,1.1,Very Good,H,SI1,61.6,56.0,4827.0,6.61,6.66,4.09 +2265,0.7,Very Good,E,VS1,62.2,55.0,3154.0,5.65,5.67,3.52 +29301,0.3,Ideal,I,VS2,60.3,57.0,438.0,4.36,4.39,2.64 +35853,0.32,Ideal,E,VVS1,60.5,57.0,917.0,4.44,4.48,2.7 +6649,0.9,Very Good,E,SI1,63.1,61.0,4092.0,6.18,6.14,3.89 +5164,1.01,Very Good,I,SI2,62.1,56.0,3770.0,6.41,6.45,3.99 +28065,0.31,Good,F,VVS2,63.6,55.0,660.0,4.29,4.33,2.74 +13396,0.32,Ideal,G,VS1,61.9,55.0,602.0,4.4,4.42,2.73 +27914,0.26,Ideal,E,VVS1,62.5,56.0,657.0,4.09,4.12,2.56 +35265,0.34,Ideal,G,VVS1,62.1,55.0,895.0,4.46,4.49,2.78 +39428,0.41,Premium,F,VS1,62.6,58.0,1076.0,4.75,4.74,2.97 +23307,1.67,Ideal,F,SI2,62.4,54.0,11341.0,7.6,7.63,4.75 +13626,1.16,Good,H,SI1,64.0,58.0,5576.0,6.56,6.63,4.22 +50472,0.71,Ideal,G,SI2,61.7,55.0,2266.0,5.71,5.74,3.53 +43608,0.34,Premium,G,SI1,59.7,59.0,507.0,4.5,4.54,2.7 +19929,1.39,Premium,F,SI1,62.1,58.0,8476.0,7.1,7.16,4.43 +11568,1.0,Very Good,H,SI1,61.5,59.0,5036.0,6.35,6.4,3.92 +34881,0.3,Ideal,G,VVS2,62.2,55.0,878.0,4.33,4.29,2.68 +44103,0.55,Ideal,E,SI1,60.9,56.0,1556.0,5.32,5.28,3.23 +12555,1.01,Ideal,F,SI1,60.0,56.0,5274.0,6.55,6.49,3.91 +2820,1.0,Fair,F,SI2,65.1,55.0,3265.0,6.26,6.23,4.07 +44184,0.5,Very Good,H,VVS2,62.9,56.0,1569.0,5.03,5.08,3.18 +40236,0.44,Ideal,H,VVS1,61.1,57.0,1124.0,4.87,4.92,2.99 +40718,0.51,Fair,G,SI1,64.5,56.0,1160.0,5.06,5.01,3.25 +1115,0.71,Ideal,F,VS2,62.2,56.0,2915.0,5.74,5.71,3.56 +33362,0.41,Very Good,G,VS2,62.9,59.0,827.0,4.7,4.75,2.97 +38078,0.3,Ideal,E,VVS2,61.9,57.0,1013.0,4.32,4.28,2.66 +31243,0.31,Ideal,F,VS2,61.6,55.0,757.0,4.38,4.39,2.7 +13114,1.09,Ideal,H,SI1,60.9,55.0,5428.0,6.72,6.69,4.08 +41527,0.42,Ideal,G,VVS1,61.6,55.0,1235.0,4.87,4.81,2.98 +17276,1.07,Ideal,G,VS1,61.8,57.0,6917.0,6.58,6.52,4.05 +13695,1.0,Very Good,G,VS2,63.3,60.0,5600.0,6.37,6.29,4.01 +23830,2.01,Premium,F,SI2,62.0,60.0,11903.0,7.88,7.82,4.87 +51069,0.72,Premium,E,SI1,62.8,52.0,2333.0,5.78,5.72,3.61 +18002,1.0,Premium,D,VS1,61.0,58.0,7280.0,6.46,6.42,3.93 +53249,0.7,Ideal,H,VVS2,62.5,56.0,2644.0,5.7,5.63,3.54 +26149,2.13,Very Good,G,SI2,61.5,57.0,15454.0,8.27,8.34,5.11 +42264,0.44,Premium,G,VVS1,60.9,59.0,1294.0,4.96,4.9,3.0 +160,0.73,Ideal,D,SI2,59.9,57.0,2770.0,5.92,5.89,3.54 +30177,0.29,Ideal,G,IF,61.3,56.0,721.0,4.26,4.29,2.62 +35929,0.43,Ideal,D,SI2,61.0,57.0,919.0,4.86,4.81,2.95 +31780,0.42,Very Good,E,SI1,62.5,55.0,773.0,4.8,4.83,3.01 +19854,1.06,Ideal,E,VS1,62.1,57.0,8413.0,6.49,6.52,4.04 +33673,0.41,Premium,H,SI2,62.2,56.0,836.0,4.8,4.72,2.96 +21892,1.52,Premium,H,SI1,60.1,60.0,9959.0,7.45,7.39,4.46 +2546,0.7,Ideal,G,VS1,61.4,55.0,3206.0,5.71,5.76,3.53 +48820,0.51,Premium,G,VVS1,60.2,58.0,2027.0,5.24,5.2,3.14 +16279,1.51,Good,J,SI1,64.1,61.0,6511.0,7.19,7.16,4.6 +42780,0.41,Very Good,D,VVS1,62.7,56.0,1349.0,4.74,4.77,2.98 +53692,0.9,Premium,J,SI2,62.7,57.0,2717.0,6.09,6.06,3.8 +51908,0.7,Good,E,SI2,63.7,55.0,2435.0,5.63,5.58,3.57 +3830,0.7,Ideal,E,VS1,62.1,56.0,3472.0,5.7,5.66,3.53 +13277,1.09,Ideal,I,SI1,61.9,55.0,5486.0,6.66,6.62,4.11 +45474,0.5,Premium,E,VS2,62.8,60.0,1676.0,5.08,5.02,3.17 +42588,0.35,Ideal,D,VVS1,60.6,56.0,1330.0,4.58,4.59,2.78 +49164,0.75,Premium,G,SI2,58.8,60.0,2070.0,5.99,5.89,3.49 +48159,0.59,Very Good,G,VS1,62.5,53.0,1942.0,5.46,5.35,3.38 +33365,0.41,Ideal,H,VS1,61.9,56.0,827.0,4.75,4.78,2.95 +17921,1.31,Good,I,VS2,62.5,56.0,7236.0,7.03,6.98,4.38 +15552,1.31,Premium,H,SI2,61.4,60.0,6236.0,7.04,7.0,4.31 +2876,0.78,Ideal,E,VS2,62.0,55.0,3276.0,5.95,5.89,3.67 +30236,0.33,Ideal,E,VS2,62.4,55.0,723.0,4.4,4.42,2.75 +49177,0.68,Good,F,SI1,58.1,60.0,2074.0,5.8,5.91,3.4 +19965,1.59,Very Good,J,VS1,60.1,60.0,8515.0,7.56,7.59,4.55 +39646,0.47,Premium,G,SI1,58.8,58.0,1086.0,5.11,5.06,2.99 +13326,1.14,Ideal,H,SI1,62.3,56.0,5501.0,6.72,6.69,4.18 +3755,1.02,Very Good,E,I1,60.4,62.0,3455.0,6.47,6.52,3.92 +46709,0.7,Good,F,SI2,64.1,58.0,1792.0,5.58,5.53,3.56 +11615,1.06,Very Good,H,SI1,59.1,58.0,5048.0,6.66,6.71,3.95 +29143,0.34,Ideal,F,VS1,61.1,57.0,692.0,4.51,4.55,2.77 +8812,1.2,Very Good,J,SI1,63.1,61.0,4476.0,6.66,6.58,4.18 +27540,2.02,Ideal,G,SI2,62.0,55.0,18296.0,8.16,8.1,5.04 +5658,0.9,Very Good,F,SI1,63.1,58.0,3881.0,6.18,6.12,3.88 +8007,1.01,Premium,G,SI2,60.1,61.0,4327.0,6.6,6.55,3.95 +6327,0.71,Ideal,D,VS2,61.2,55.0,4029.0,5.74,5.78,3.53 +7658,1.1,Premium,I,SI2,62.6,59.0,4269.0,6.57,6.53,4.1 +1290,0.72,Ideal,G,VS2,61.4,55.0,2952.0,5.76,5.8,3.55 +36280,0.32,Good,D,SI2,63.7,56.0,477.0,4.33,4.34,2.76 +43656,0.62,Fair,E,SI2,58.2,60.0,1435.0,5.7,5.51,3.26 +8873,1.04,Premium,E,SI2,59.2,58.0,4484.0,6.64,6.7,3.95 +35731,0.3,Premium,D,VS2,62.3,58.0,911.0,4.32,4.29,2.68 +48839,0.55,Premium,D,VS2,61.3,60.0,2030.0,5.29,5.28,3.24 +10871,1.11,Good,D,SI2,60.1,63.0,4877.0,6.68,6.7,4.02 +1442,0.7,Premium,F,VVS2,62.2,58.0,2975.0,5.72,5.66,3.54 +406,0.29,Very Good,E,VS1,61.9,55.0,555.0,4.28,4.33,2.66 +25347,2.14,Very Good,J,VS2,62.8,57.0,14065.0,8.27,8.16,5.16 +43211,0.5,Very Good,F,VS2,62.7,56.0,1396.0,5.04,5.07,3.17 +40383,0.53,Premium,H,SI1,59.4,60.0,1132.0,5.24,5.26,3.12 +18897,1.31,Ideal,I,VS1,62.2,57.0,7751.0,7.0,7.03,4.36 +52614,0.57,Ideal,D,VS2,61.3,56.0,2546.0,5.35,5.42,3.3 +50898,0.73,Fair,E,SI1,64.6,59.0,2317.0,5.69,5.64,3.66 +40785,0.4,Ideal,F,VVS1,61.4,56.0,1168.0,4.77,4.81,2.94 +38506,0.5,Fair,F,SI2,65.5,54.0,1031.0,5.06,4.92,3.25 +2199,0.72,Ideal,G,VVS2,62.4,57.0,3139.0,5.71,5.76,3.58 +27207,2.21,Premium,G,SI2,62.4,60.0,17525.0,8.34,8.29,5.19 +16915,1.02,Very Good,E,VS2,62.9,56.0,6752.0,6.37,6.47,4.04 +3549,0.76,Very Good,E,VS1,62.1,58.0,3415.0,5.84,5.89,3.64 +53290,0.35,Good,H,VS2,63.7,57.0,552.0,4.48,4.53,2.87 +31782,0.42,Very Good,F,SI1,62.9,57.0,773.0,4.73,4.77,2.99 +52062,0.75,Good,E,SI2,63.8,55.0,2453.0,5.74,5.8,3.68 +38647,0.44,Premium,H,VS2,61.3,58.0,1040.0,4.91,4.88,3.0 +29281,0.25,Very Good,F,VS1,59.7,57.0,436.0,4.13,4.21,2.49 +6377,0.25,Very Good,F,VVS1,60.7,59.0,576.0,4.07,4.1,2.48 +21588,1.65,Premium,F,SI2,60.5,61.0,9693.0,7.7,7.65,4.64 +10516,1.04,Ideal,H,SI1,62.1,57.0,4801.0,6.49,6.52,4.04 +37845,0.33,Ideal,D,VS2,61.9,56.0,1002.0,4.44,4.42,2.74 +16877,1.26,Very Good,G,SI1,61.7,60.0,6733.0,6.85,6.9,4.24 +27759,0.32,Premium,I,VS1,61.3,58.0,648.0,4.39,4.35,2.68 +33948,0.31,Ideal,H,SI1,62.1,54.0,464.0,4.37,4.39,2.72 +33513,0.4,Ideal,J,IF,62.6,56.0,828.0,4.71,4.75,2.96 +26818,2.24,Ideal,I,SI2,61.7,58.0,16709.0,8.43,8.37,5.18 +32248,0.31,Ideal,H,IF,62.3,55.0,789.0,4.32,4.35,2.7 +4090,0.9,Very Good,D,SI2,63.0,58.0,3534.0,6.12,6.16,3.87 +9496,1.0,Good,F,SI1,58.1,64.0,4608.0,6.56,6.6,3.82 +24204,2.01,Very Good,J,SI1,62.4,59.0,12392.0,8.02,8.08,5.02 +12064,1.08,Ideal,H,SI1,59.7,60.0,5154.0,6.71,6.69,4.0 +10476,1.0,Premium,H,VS2,63.0,59.0,4791.0,6.43,6.34,4.02 +45185,0.51,Ideal,G,VS1,62.1,55.0,1656.0,5.14,5.17,3.2 +34699,0.38,Good,F,VS2,56.2,61.0,873.0,4.84,4.87,2.73 +14461,1.03,Ideal,D,SI2,60.7,58.0,5836.0,6.51,6.53,3.96 +31369,0.33,Ideal,F,VVS2,61.8,54.0,761.0,4.47,4.5,2.77 +23746,1.56,Very Good,F,SI1,60.7,59.0,11794.0,7.45,7.55,4.55 +26125,2.04,Premium,E,SI2,62.7,60.0,15398.0,8.04,8.0,5.03 +14714,0.3,Very Good,H,VVS2,63.0,56.0,605.0,4.23,4.28,2.68 +32441,0.43,Very Good,F,SI1,62.9,59.0,792.0,4.79,4.84,3.03 +27084,2.05,Ideal,J,VVS2,62.7,56.0,17214.0,8.18,8.11,5.11 +37286,0.24,Very Good,E,VVS2,63.6,54.0,485.0,3.96,4.0,2.53 +53227,0.8,Good,E,SI2,57.7,65.0,2640.0,6.13,6.08,3.52 +27127,1.51,Very Good,F,VVS2,63.1,56.0,17317.0,7.32,7.26,4.6 +45732,0.7,Good,I,SI2,63.4,59.0,1699.0,5.66,5.57,3.56 +46442,0.53,Ideal,E,VS1,60.4,57.0,1772.0,5.27,5.26,3.18 +22143,1.01,Good,G,VS2,63.6,56.0,10181.0,6.31,6.24,3.99 +26479,2.0,Very Good,E,SI2,60.5,60.0,16064.0,8.03,8.08,4.87 +30744,0.43,Premium,F,SI1,61.7,58.0,739.0,4.82,4.84,2.98 +14152,1.01,Premium,G,VS2,63.0,58.0,5741.0,6.42,6.37,4.03 +27843,0.31,Premium,E,SI1,58.7,60.0,651.0,4.48,4.45,2.62 +10563,1.01,Good,F,SI1,61.6,63.0,4816.0,6.42,6.47,3.97 +20195,1.51,Very Good,I,SI1,62.6,60.0,8637.0,7.27,7.34,4.57 +36400,0.31,Ideal,E,VS1,61.8,56.0,942.0,4.37,4.34,2.69 +20088,1.12,Very Good,G,VVS2,62.6,59.0,8564.0,6.58,6.61,4.13 +3253,0.8,Ideal,I,IF,62.4,58.0,3357.0,5.9,5.96,3.7 +25171,2.01,Premium,I,SI1,58.9,59.0,13755.0,8.26,8.22,4.85 +14203,1.01,Premium,G,VS2,61.2,58.0,5759.0,6.46,6.49,3.96 +37367,0.4,Premium,G,VVS2,62.7,59.0,982.0,4.69,4.72,2.95 +46256,0.57,Very Good,D,SI1,61.1,56.0,1754.0,5.33,5.38,3.27 +5280,0.9,Very Good,D,SI2,62.5,58.0,3798.0,6.12,6.16,3.84 +15315,1.32,Good,J,VS1,62.6,62.0,6147.0,6.92,7.01,4.36 +39877,0.56,Ideal,F,SI2,61.8,57.0,1103.0,5.28,5.33,3.28 +5505,1.11,Good,J,SI1,63.6,58.0,3846.0,6.48,6.57,4.15 +15755,1.15,Ideal,I,SI1,61.9,56.0,6300.0,6.68,6.72,4.15 +44728,0.51,Very Good,D,VS1,58.8,60.0,1616.0,5.18,5.26,3.07 +14943,1.2,Very Good,H,SI1,62.9,56.0,6019.0,6.74,6.8,4.26 +52946,0.76,Very Good,H,SI1,63.3,58.0,2593.0,5.79,5.81,3.67 +35447,0.32,Ideal,E,VS2,61.7,55.0,900.0,4.42,4.36,2.71 +32775,0.34,Ideal,D,SI1,62.0,56.0,803.0,4.5,4.47,2.78 +33484,0.32,Premium,F,VS2,61.1,58.0,828.0,4.42,4.39,2.69 +14788,1.25,Premium,H,SI2,60.4,59.0,5950.0,7.02,6.95,4.22 +9298,1.06,Premium,G,SI2,61.5,58.0,4571.0,6.6,6.54,4.04 +42204,0.52,Very Good,I,VVS2,61.9,56.0,1289.0,5.16,5.18,3.2 +44752,0.51,Premium,F,VS2,61.4,58.0,1619.0,5.13,5.09,3.14 +12331,1.2,Very Good,I,SI1,61.2,62.0,5226.0,6.75,6.84,4.16 +10496,1.02,Ideal,I,VS1,60.2,57.0,4798.0,6.56,6.49,3.93 +6363,0.32,Ideal,I,VS2,63.0,57.0,576.0,4.37,4.33,2.74 +53443,0.92,Very Good,D,I1,63.0,58.0,2674.0,6.13,6.18,3.88 +33594,0.37,Premium,G,VS2,60.7,57.0,833.0,4.69,4.64,2.83 +3298,1.13,Ideal,F,I1,61.2,56.0,3366.0,6.76,6.71,4.12 +48267,0.53,Ideal,G,VVS1,61.8,56.0,1956.0,5.19,5.24,3.22 +23134,1.5,Premium,I,VVS1,62.4,60.0,11155.0,7.32,7.29,4.56 +44473,0.54,Ideal,D,SI1,62.6,55.0,1595.0,5.19,5.23,3.26 +23338,1.23,Very Good,F,VVS2,62.2,58.0,11382.0,6.81,6.86,4.25 +20369,1.5,Premium,J,VVS2,61.8,60.0,8760.0,7.36,7.33,4.54 +43354,0.5,Good,E,VS2,63.7,59.0,1407.0,4.99,5.03,3.19 +31174,0.4,Very Good,F,SI1,62.1,60.0,756.0,4.66,4.7,2.91 +28113,0.36,Good,D,SI1,63.4,57.0,663.0,4.55,4.57,2.89 +21823,1.51,Premium,D,SI2,63.0,62.0,9894.0,7.28,7.23,4.57 +15919,1.01,Fair,F,VS1,64.6,60.0,6366.0,6.26,6.16,4.01 +51015,0.71,Premium,I,VS1,61.8,58.0,2327.0,5.76,5.72,3.55 +1003,0.98,Good,H,SI2,57.9,56.0,2898.0,6.51,6.47,3.76 +26049,2.0,Very Good,I,SI1,58.5,58.0,15249.0,8.24,8.28,4.83 +29367,0.31,Ideal,G,VS2,62.4,55.0,698.0,4.32,4.3,2.69 +7384,0.33,Very Good,G,VS2,59.4,61.0,579.0,4.49,4.53,2.68 +43167,0.42,Ideal,D,VVS2,62.5,57.0,1389.0,4.8,4.77,2.99 +47834,0.52,Ideal,G,VVS2,62.7,55.0,1906.0,5.12,5.15,3.22 +21548,1.18,Premium,F,VS1,60.7,55.0,9648.0,6.87,6.8,4.15 +53788,0.9,Good,J,SI1,63.2,60.0,2729.0,6.09,6.12,3.86 +16547,1.07,Very Good,G,VS1,58.6,60.0,6610.0,6.65,6.76,3.93 +20501,1.71,Good,J,VS2,62.8,58.0,8831.0,7.48,7.55,4.72 +25805,2.14,Ideal,J,VS2,62.0,54.0,14802.0,8.28,8.31,5.15 +39948,0.24,Good,E,VVS1,60.8,64.0,492.0,3.97,3.99,2.42 +38571,0.4,Ideal,I,VVS2,62.0,56.0,1035.0,4.77,4.74,2.95 +29104,0.34,Ideal,H,VS2,62.2,56.0,689.0,4.53,4.48,2.8 +51161,0.72,Ideal,E,SI2,62.7,57.0,2345.0,5.71,5.78,3.6 +49189,0.7,Fair,F,SI2,65.3,55.0,2075.0,5.6,5.49,3.62 +19189,1.01,Ideal,G,VVS2,62.5,56.0,7941.0,6.38,6.41,4.0 +541,0.7,Ideal,H,VVS1,62.3,55.0,2827.0,5.66,5.7,3.54 +10174,1.0,Premium,H,VS1,62.7,58.0,4732.0,6.37,6.33,3.98 +22412,1.23,Very Good,G,VVS1,61.3,57.0,10435.0,6.88,6.96,4.24 +41129,0.58,Very Good,G,SI2,59.5,59.0,1197.0,5.41,5.45,3.23 +18285,1.5,Very Good,J,VS2,63.3,57.0,7428.0,7.2,7.25,4.57 +26366,0.32,Premium,F,VS2,61.4,60.0,645.0,4.38,4.42,2.7 +51529,0.83,Ideal,F,SI2,59.5,57.0,2386.0,6.13,6.1,3.64 +44618,0.5,Ideal,H,VVS2,60.3,58.0,1608.0,5.14,5.21,3.12 +37343,0.31,Ideal,D,VVS2,62.4,56.0,982.0,4.38,4.34,2.72 +7886,0.66,Very Good,D,VVS2,60.7,59.0,4311.0,5.6,5.67,3.42 +31970,0.26,Ideal,F,VS1,62.3,56.0,452.0,4.08,4.1,2.55 +42644,0.5,Fair,H,VS2,56.3,65.0,1332.0,5.24,5.21,2.94 +17371,0.32,Ideal,D,SI2,61.7,55.0,612.0,4.4,4.38,2.71 +9646,1.01,Ideal,I,SI1,60.3,58.0,4641.0,6.5,6.56,3.94 +39527,0.4,Ideal,I,VVS1,60.5,57.0,1080.0,4.79,4.76,2.89 +12930,1.24,Premium,D,SI2,59.9,59.0,5382.0,7.01,6.95,4.18 +33896,0.3,Premium,E,VS2,62.0,59.0,844.0,4.31,4.27,2.66 +41949,0.35,Good,H,SI1,63.3,54.0,504.0,4.51,4.53,2.86 +2945,0.8,Ideal,F,SI1,60.1,60.0,3293.0,5.98,6.03,3.61 +2437,0.73,Very Good,E,VS2,62.9,58.0,3184.0,5.7,5.75,3.6 +9687,1.06,Premium,E,SI2,60.5,60.0,4652.0,6.61,6.67,4.02 +36594,0.3,Premium,F,IF,60.7,58.0,947.0,4.33,4.37,2.64 +38775,0.31,Ideal,E,VVS2,61.6,57.0,1046.0,4.37,4.33,2.68 +8674,1.0,Fair,G,VS1,64.9,65.0,4455.0,6.31,6.18,4.05 +10308,1.18,Very Good,I,SI2,63.5,57.0,4763.0,6.75,6.8,4.3 +39366,0.5,Very Good,I,SI1,63.4,62.0,1073.0,5.0,4.95,3.15 +12779,1.27,Very Good,F,SI2,61.0,61.0,5330.0,6.95,7.01,4.26 +18585,1.09,Very Good,G,VVS2,59.8,61.0,7583.0,6.64,6.7,3.99 +15753,1.5,Very Good,E,SI2,63.5,60.0,6300.0,7.19,7.12,4.54 +49563,0.7,Very Good,F,SI2,62.9,56.0,2131.0,5.68,5.71,3.58 +5370,0.9,Very Good,D,SI2,63.2,57.0,3818.0,6.08,6.1,3.85 +19940,1.66,Premium,J,SI1,60.7,58.0,8487.0,7.72,7.63,4.66 +32108,0.35,Ideal,F,VS1,61.9,55.0,782.0,4.53,4.58,2.82 +47511,0.59,Premium,I,IF,61.2,58.0,1866.0,5.38,5.41,3.3 +50125,0.66,Very Good,G,VVS2,60.5,59.0,2211.0,5.67,5.72,3.44 +23596,1.59,Very Good,G,SI1,62.3,60.0,11613.0,7.42,7.49,4.64 +50689,0.51,Very Good,D,VVS2,63.1,58.0,2289.0,5.1,5.07,3.21 +45329,0.32,Premium,E,SI1,61.2,58.0,524.0,4.37,4.42,2.69 +37392,0.5,Ideal,I,SI1,61.9,58.0,982.0,5.06,5.09,3.14 +19205,1.37,Premium,G,VS2,61.6,59.0,7951.0,7.11,7.04,4.36 +30954,0.32,Ideal,I,VS2,62.5,55.0,449.0,4.38,4.39,2.74 +51159,0.72,Very Good,I,SI1,63.2,57.0,2345.0,5.71,5.75,3.62 +822,0.83,Very Good,I,VS2,61.6,58.0,2865.0,6.05,6.07,3.73 +39493,0.41,Ideal,E,VS1,60.9,57.0,1079.0,4.76,4.79,2.91 +53401,0.77,Very Good,F,SI2,60.1,56.0,2667.0,5.94,5.97,3.58 +9629,0.91,Premium,D,VS2,62.7,59.0,4637.0,6.16,6.13,3.85 +27698,0.41,Ideal,G,SI2,61.7,56.0,648.0,4.79,4.81,2.96 +44747,0.54,Ideal,F,VS2,62.0,55.0,1619.0,5.26,5.23,3.25 +47792,0.58,Very Good,E,VS2,60.9,58.0,1899.0,5.4,5.39,3.29 +30280,0.3,Very Good,D,SI2,62.4,59.0,447.0,4.25,4.28,2.66 +44615,0.53,Ideal,G,VS2,61.6,56.0,1607.0,5.24,5.19,3.21 +4271,0.71,Ideal,D,VS1,61.5,58.0,3582.0,5.75,5.77,3.54 +16984,1.25,Premium,H,SI1,62.2,57.0,6783.0,6.91,6.85,4.28 +30221,0.33,Premium,E,VS2,60.6,60.0,723.0,4.43,4.48,2.7 +5832,0.9,Premium,E,SI1,60.3,60.0,3917.0,6.27,6.2,3.76 +2142,0.83,Ideal,E,SI2,61.3,57.0,3125.0,6.02,6.05,3.7 +42680,0.58,Good,E,SI1,59.3,64.0,1336.0,5.48,5.42,3.23 +14116,1.0,Premium,D,SI1,59.2,62.0,5723.0,6.54,6.49,3.86 +16052,1.01,Good,G,VS1,63.2,61.0,6412.0,6.33,6.35,4.01 +15831,1.3,Premium,J,VS1,61.6,56.0,6334.0,7.06,7.0,4.33 +43349,0.37,Ideal,F,VVS1,59.2,57.0,1406.0,4.75,4.71,2.8 +27332,2.02,Very Good,H,VS2,61.5,59.0,17887.0,8.08,8.21,5.01 +7924,1.01,Ideal,I,SI1,62.2,56.0,4316.0,6.35,6.42,3.97 +26187,1.51,Premium,D,VS2,61.7,58.0,15531.0,7.33,7.29,4.51 +39659,0.42,Ideal,H,VS1,62.4,57.0,1087.0,4.79,4.76,2.98 +42761,0.5,Very Good,F,VS2,63.4,57.0,1345.0,5.01,4.96,3.16 +32743,0.31,Premium,G,VS1,62.0,59.0,802.0,4.3,4.28,2.66 +19219,1.02,Fair,F,VVS1,64.6,59.0,7960.0,6.31,6.26,4.06 +29083,0.4,Ideal,E,SI2,62.2,53.0,689.0,4.73,4.76,2.95 +22727,1.51,Premium,H,VS1,62.4,60.0,10743.0,7.27,7.34,4.56 +26206,2.01,Good,I,VS2,59.9,65.0,15587.0,8.14,8.19,4.89 +40525,0.5,Very Good,F,SI2,62.4,56.0,1147.0,5.08,5.12,3.18 +31784,0.42,Ideal,E,SI1,62.6,57.0,773.0,4.81,4.84,3.02 +36876,0.39,Ideal,F,VS1,62.3,57.0,958.0,4.65,4.69,2.91 +50756,0.7,Ideal,H,SI2,61.8,57.0,2298.0,5.67,5.72,3.52 +5018,0.72,Ideal,F,VVS2,60.9,56.0,3746.0,5.77,5.83,3.53 +18725,1.05,Premium,G,VS1,61.1,59.0,7644.0,6.6,6.55,4.02 +11887,1.0,Very Good,E,SI1,63.3,57.0,5113.0,6.28,6.32,3.99 +32449,0.43,Very Good,F,SI1,61.6,59.0,792.0,4.83,4.87,2.99 +21474,1.53,Premium,G,SI1,61.7,59.0,9572.0,7.31,7.4,4.54 +1335,0.77,Very Good,H,VS1,62.8,58.0,2961.0,5.75,5.78,3.62 +4680,0.8,Very Good,G,VS1,62.7,56.0,3673.0,5.9,5.94,3.71 +8475,1.01,Premium,F,SI2,61.3,60.0,4416.0,6.4,6.43,3.93 +13639,1.13,Premium,F,SI1,60.6,60.0,5581.0,6.76,6.67,4.07 +21230,1.6,Ideal,I,SI1,62.0,55.0,9376.0,7.53,7.59,4.69 +10207,1.21,Premium,F,SI2,61.5,57.0,4740.0,6.93,6.88,4.25 +7373,0.71,Ideal,D,VVS2,61.6,56.0,4222.0,5.69,5.77,3.53 +5982,0.96,Very Good,G,SI2,63.1,56.0,3951.0,6.29,6.22,3.95 +3494,1.01,Good,I,SI2,62.6,59.0,3399.0,6.24,6.35,3.94 +21254,1.24,Good,G,VS1,60.2,63.0,9405.0,6.96,6.99,4.2 +44046,0.45,Good,F,VVS1,63.8,58.0,1548.0,4.85,4.78,3.07 +33210,0.4,Good,G,VS1,59.6,61.0,820.0,4.8,4.86,2.88 +34887,0.32,Ideal,E,VVS1,61.7,55.0,879.0,4.38,4.41,2.71 +5968,0.9,Good,F,SI1,57.6,60.0,3950.0,6.34,6.37,3.66 +25218,1.71,Very Good,F,VS2,63.5,59.0,13818.0,7.51,7.46,4.75 +24418,1.21,Ideal,D,VVS2,62.8,55.0,12657.0,6.77,6.84,4.26 +799,0.79,Premium,H,VS1,60.0,60.0,2862.0,6.07,5.99,3.64 +16543,1.22,Premium,H,VS2,62.3,58.0,6608.0,6.85,6.77,4.24 +6086,0.9,Good,I,VVS1,62.4,61.0,3972.0,6.05,6.09,3.79 +11761,1.26,Premium,J,SI1,61.8,58.0,5080.0,6.91,6.88,4.26 +45317,0.32,Very Good,G,VS2,58.4,57.0,524.0,4.51,4.53,2.64 +29796,0.3,Premium,D,SI1,61.6,58.0,709.0,4.32,4.29,2.65 +12435,1.04,Ideal,J,VVS2,61.1,58.0,5242.0,6.49,6.57,3.99 +28391,0.33,Ideal,H,VS2,60.7,57.0,668.0,4.5,4.46,2.72 +5089,1.06,Very Good,J,SI2,62.0,58.0,3754.0,6.45,6.53,4.04 +19003,1.51,Very Good,H,SI2,62.3,58.0,7823.0,7.29,7.25,4.53 +31658,0.32,Ideal,E,VS2,61.4,56.0,768.0,4.45,4.41,2.72 +25509,1.2,Ideal,F,IF,61.6,57.0,14300.0,6.84,6.79,4.2 +42269,0.48,Premium,F,VS2,58.7,58.0,1294.0,5.22,5.17,3.05 +17865,1.51,Good,F,SI2,63.7,59.0,7208.0,7.15,7.26,4.59 +4270,0.78,Ideal,E,VS2,61.4,56.0,3582.0,5.91,5.95,3.64 +2831,0.91,Ideal,J,VS1,60.7,57.0,3267.0,6.23,6.26,3.79 +21223,1.21,Premium,G,VVS2,59.6,60.0,9370.0,6.89,6.91,4.11 +46947,0.52,Premium,E,VS2,62.3,57.0,1815.0,5.17,5.1,3.2 +22429,3.05,Premium,E,I1,60.9,58.0,10453.0,9.26,9.25,5.66 +3925,0.76,Ideal,E,VS2,61.5,59.0,3497.0,5.84,5.86,3.6 +50503,0.67,Good,E,VS2,61.6,61.0,2270.0,5.57,5.6,3.44 +19609,1.31,Ideal,F,SI1,62.4,57.0,8227.0,6.96,6.88,4.32 +45263,0.54,Ideal,D,SI1,60.7,56.0,1662.0,5.27,5.3,3.21 +47930,0.56,Ideal,E,VS2,60.7,57.0,1915.0,5.34,5.31,3.23 +13766,1.31,Very Good,I,SI2,63.5,55.0,5612.0,6.97,6.89,4.4 +22799,1.22,Ideal,E,VS1,61.8,56.0,10823.0,6.84,6.88,4.24 +6298,0.65,Ideal,D,VVS1,61.8,57.0,4022.0,5.54,5.56,3.43 +37481,0.35,Premium,G,VVS1,59.3,61.0,984.0,4.62,4.58,2.73 +40189,0.43,Ideal,I,VVS1,60.6,57.0,1120.0,4.88,4.94,2.97 +51738,0.65,Ideal,D,VS2,61.6,57.0,2402.0,5.55,5.59,3.43 +51757,0.62,Ideal,F,VS1,62.0,54.0,2406.0,5.46,5.5,3.4 +19419,1.24,Very Good,E,SI1,61.7,59.0,8073.0,6.85,6.89,4.24 +4378,0.91,Premium,F,SI2,61.7,58.0,3609.0,6.22,6.29,3.86 +35059,0.38,Ideal,D,SI1,61.3,57.0,884.0,4.67,4.7,2.87 +5517,0.72,Ideal,G,VVS2,61.9,57.0,3849.0,5.72,5.75,3.55 +34781,0.41,Premium,D,SI2,62.4,60.0,876.0,4.77,4.71,2.96 +39432,0.41,Premium,F,VS1,62.4,60.0,1076.0,4.77,4.71,2.96 +35663,0.48,Fair,E,SI2,55.2,60.0,907.0,5.29,5.25,2.91 +14655,1.5,Premium,G,I1,60.3,61.0,5914.0,7.39,7.34,4.44 +16943,1.04,Very Good,G,VVS1,58.2,60.0,6766.0,6.66,6.71,3.89 +9061,0.9,Premium,I,IF,62.6,59.0,4516.0,6.15,6.12,3.84 +17808,1.0,Ideal,F,VS1,61.4,56.0,7177.0,6.46,6.51,3.98 +23666,1.65,Premium,D,SI2,61.6,58.0,11712.0,7.59,7.55,4.66 +16405,0.63,Ideal,D,IF,62.5,55.0,6549.0,5.47,5.5,3.43 +19408,1.25,Premium,G,VS2,61.9,58.0,8064.0,6.91,6.85,4.26 +25405,2.06,Very Good,J,VS2,62.6,58.0,14119.0,8.05,8.08,5.05 +49007,0.53,Ideal,G,VVS2,61.7,56.0,2051.0,5.23,5.2,3.22 +35981,0.42,Premium,G,VS1,60.8,59.0,921.0,4.79,4.85,2.93 +51197,0.73,Ideal,G,SI1,62.5,55.0,2351.0,5.78,5.74,3.6 +35938,0.41,Very Good,D,SI1,60.3,63.0,920.0,4.8,4.78,2.89 +8412,1.04,Fair,F,SI1,66.9,62.0,4403.0,6.22,6.15,4.14 +25582,1.52,Premium,G,VS1,61.2,60.0,14424.0,7.4,7.37,4.52 +15446,1.53,Premium,G,I1,62.8,58.0,6183.0,7.39,7.28,4.61 +48403,0.7,Very Good,J,VVS2,63.2,55.0,1968.0,5.63,5.57,3.54 +11620,1.01,Ideal,G,SI1,60.6,59.0,5049.0,6.45,6.49,3.92 +14268,1.34,Premium,J,VS2,62.6,58.0,5778.0,7.08,7.01,4.41 +34534,0.33,Very Good,G,VVS1,62.8,59.0,868.0,4.38,4.44,2.77 +45025,0.54,Premium,G,VS2,60.0,59.0,1637.0,5.42,5.22,3.19 +34190,0.33,Premium,F,VS2,61.2,58.0,854.0,4.5,4.45,2.74 +1655,0.71,Ideal,D,VS2,60.4,53.0,3020.0,5.81,5.85,3.52 +44147,0.55,Very Good,G,VS2,61.6,56.0,1563.0,5.26,5.3,3.25 +3572,0.7,Good,E,VS1,58.4,60.0,3419.0,5.84,5.87,3.42 +25144,1.83,Premium,I,VS1,61.9,57.0,13711.0,7.91,7.85,4.88 +1058,0.31,Premium,I,VS2,60.8,58.0,558.0,4.37,4.34,2.65 +26862,2.03,Premium,I,SI1,61.2,58.0,16787.0,8.21,8.16,5.01 +5041,0.3,Ideal,F,VS2,60.5,58.0,573.0,4.3,4.36,2.62 +45876,0.51,Very Good,E,VS1,60.0,57.0,1717.0,5.18,5.25,3.13 +50298,0.27,Very Good,E,VVS2,60.5,60.0,544.0,4.19,4.2,2.54 +30791,0.3,Ideal,E,VVS2,61.1,56.0,742.0,4.34,4.37,2.66 +42583,0.51,Very Good,E,SI1,63.0,58.0,1330.0,4.99,5.08,3.17 +34529,0.3,Premium,F,VVS1,61.8,59.0,868.0,4.26,4.29,2.64 +8678,0.96,Good,H,VS1,63.9,54.0,4456.0,6.27,6.22,3.99 +12380,0.39,Very Good,G,SI2,63.2,57.0,597.0,4.65,4.57,2.92 +29493,0.32,Ideal,E,VS2,62.1,56.0,702.0,4.38,4.41,2.73 +25566,2.01,Fair,J,VS1,66.6,54.0,14402.0,7.76,7.92,5.22 +4095,0.92,Very Good,F,SI2,60.6,63.0,3534.0,6.34,6.25,3.81 +21633,1.51,Very Good,E,SI2,58.8,58.0,9727.0,7.53,7.61,4.45 +8548,1.01,Very Good,H,SI1,61.9,57.0,4432.0,6.36,6.41,3.95 +13834,1.24,Ideal,I,VS2,62.4,57.0,5638.0,6.82,6.9,4.28 +2549,0.83,Ideal,D,SI2,62.1,56.0,3207.0,6.0,6.04,3.74 +40697,0.4,Ideal,E,VVS2,61.8,56.0,1158.0,4.74,4.77,2.94 +16453,1.09,Very Good,G,VS1,59.7,63.0,6570.0,6.74,6.65,4.0 +14239,1.03,Good,H,SI2,63.8,63.0,5768.0,6.36,6.3,4.04 +47211,0.64,Good,D,SI1,57.7,57.0,1838.0,5.69,5.75,3.3 +5139,1.0,Premium,I,VS1,60.1,62.0,3763.0,6.5,6.47,3.9 +45598,0.5,Ideal,D,VS2,61.9,55.0,1690.0,5.09,5.12,3.16 +53552,0.7,Ideal,H,VVS2,62.5,56.0,2693.0,5.7,5.63,3.54 +20248,1.55,Ideal,H,SI2,62.1,57.0,8678.0,7.39,7.43,4.6 +43242,0.49,Very Good,E,SI1,63.6,57.9,1400.0,4.96,4.99,3.16 +50178,0.71,Very Good,F,SI1,62.1,58.0,2221.0,5.64,5.72,3.53 +37226,0.4,Premium,E,VS2,59.3,59.0,975.0,4.81,4.77,2.84 +33473,0.32,Ideal,F,VS2,62.4,55.0,828.0,4.43,4.41,2.76 +20932,1.7,Ideal,H,SI1,61.2,57.0,9139.0,7.71,7.68,4.71 +26252,2.05,Very Good,H,VS2,63.5,62.0,15701.0,8.05,7.91,5.07 +19121,1.0,Premium,E,VS1,61.4,59.0,7885.0,6.44,6.42,3.95 +21717,0.32,Ideal,H,VVS2,59.8,57.0,628.0,4.48,4.52,2.69 +45470,0.5,Premium,E,VS2,62.9,60.0,1676.0,5.1,5.07,3.2 +11307,1.09,Ideal,F,SI2,61.2,57.0,4981.0,6.64,6.6,4.05 +45615,0.7,Fair,J,VVS1,67.6,54.0,1691.0,5.56,5.41,3.71 +47953,0.71,Premium,I,SI2,60.3,58.0,1917.0,5.78,5.72,3.47 +7741,0.97,Ideal,J,VS1,61.3,57.0,4278.0,6.37,6.41,3.92 +52446,0.53,Premium,D,VVS2,62.7,60.0,2514.0,5.19,5.12,3.23 +22608,1.53,Premium,H,SI1,61.0,61.0,10659.0,7.45,7.4,4.53 +3610,1.0,Premium,G,SI2,60.7,59.0,3427.0,6.45,6.41,3.9 +16696,0.32,Ideal,G,SI2,62.5,55.0,421.0,4.37,4.4,2.74 +27022,2.09,Premium,H,SI2,62.1,58.0,17156.0,8.22,8.17,5.09 +12817,1.01,Premium,F,SI1,59.8,60.0,5345.0,6.57,6.53,3.92 +22301,1.6,Very Good,I,VS2,60.0,58.0,10346.0,7.61,7.68,4.59 +449,0.78,Premium,F,SI1,61.5,59.0,2816.0,5.96,5.88,3.64 +25497,2.22,Good,I,SI2,62.7,61.2,14285.0,8.23,8.31,5.19 +11636,1.11,Ideal,J,VS2,61.7,54.0,5051.0,6.64,6.69,4.11 +34383,0.41,Very Good,F,VS2,61.1,56.0,863.0,4.79,4.84,2.94 +30881,0.33,Premium,E,SI1,60.2,58.0,743.0,4.55,4.49,2.72 +15996,1.06,Premium,F,VS2,62.3,58.0,6399.0,6.56,6.51,4.07 +53684,0.58,Very Good,D,VVS2,60.0,55.0,2714.0,5.44,5.49,3.28 +50269,0.55,Very Good,E,VVS2,60.8,55.0,2238.0,5.26,5.33,3.22 +21615,1.5,Very Good,H,VS2,62.0,55.0,9706.0,7.26,7.37,4.57 +46739,0.5,Very Good,H,IF,61.0,60.0,1799.0,5.08,5.12,3.11 +3646,0.9,Premium,F,SI1,62.6,62.0,3437.0,6.13,6.11,3.83 +4469,0.72,Ideal,D,VS1,61.4,56.0,3622.0,5.8,5.82,3.57 +53870,0.75,Ideal,F,SI1,62.3,57.0,2744.0,5.82,5.77,3.61 +37671,0.42,Premium,E,SI1,62.7,59.0,992.0,4.79,4.78,3.0 +37948,0.28,Very Good,E,VS2,63.0,59.0,487.0,4.11,4.15,2.6 +44173,0.53,Premium,D,SI1,61.4,58.0,1566.0,5.19,5.23,3.2 +14760,1.01,Ideal,D,SI1,60.8,56.0,5939.0,6.54,6.48,3.96 +29547,0.38,Very Good,G,VS2,61.6,59.0,705.0,4.65,4.7,2.88 +53498,0.73,Premium,F,VS2,62.3,60.0,2683.0,5.77,5.73,3.58 +15900,1.07,Very Good,G,VS2,63.0,55.0,6355.0,6.5,6.55,4.11 +31260,0.32,Ideal,E,VS1,61.7,57.0,758.0,4.39,4.42,2.72 +49776,0.7,Premium,F,SI1,61.3,59.0,2161.0,5.71,5.74,3.51 +25892,2.02,Premium,G,SI2,63.0,59.0,15014.0,8.05,7.95,5.03 +20230,1.5,Very Good,J,VS1,61.3,59.0,8662.0,7.36,7.41,4.53 +14860,1.2,Very Good,I,VS2,62.1,60.0,5986.0,6.78,6.72,4.19 +34975,0.23,Good,E,VVS2,64.5,55.0,472.0,3.85,3.9,2.5 +28658,0.31,Ideal,G,VVS1,60.2,58.0,676.0,4.37,4.43,2.65 +18135,1.0,Very Good,F,VS2,61.1,60.0,7343.0,6.4,6.46,3.93 +38448,0.54,Ideal,G,SI2,61.8,55.0,1028.0,5.23,5.26,3.24 +52630,0.37,Premium,G,SI1,62.1,60.0,551.0,4.54,4.61,2.84 +21468,1.22,Ideal,F,VS2,60.7,57.0,9568.0,6.89,6.94,4.2 +17026,1.02,Good,D,VS1,64.6,58.0,6797.0,6.22,6.28,4.04 +12037,0.34,Ideal,G,VS2,62.7,55.0,596.0,4.48,4.49,2.81 +28530,0.38,Ideal,I,VS2,61.4,55.0,675.0,4.66,4.69,2.87 +15877,1.4,Ideal,J,SI1,62.1,57.0,6350.0,7.17,7.14,4.44 +24901,1.58,Premium,D,SI1,59.0,59.0,13329.0,7.68,7.63,4.52 +25312,2.02,Premium,I,SI2,62.9,60.0,13991.0,8.05,8.01,5.05 +43058,0.58,Very Good,E,SI2,59.0,62.0,1377.0,5.46,5.49,3.23 +32063,0.33,Ideal,D,SI1,62.5,54.0,780.0,4.44,4.43,2.77 +3140,0.72,Ideal,F,VS1,62.5,54.0,3330.0,5.73,5.76,3.59 +50200,0.71,Ideal,J,VVS2,60.3,61.0,2226.0,5.76,5.79,3.48 +14498,0.9,Good,G,IF,61.8,61.0,5855.0,6.12,6.17,3.8 +35656,0.31,Premium,G,VVS2,62.9,58.0,907.0,4.3,4.28,2.7 +46506,0.56,Premium,F,VS2,59.6,58.0,1778.0,5.36,5.34,3.19 +50723,0.55,Ideal,F,VVS2,61.5,57.0,2294.0,5.24,5.27,3.23 +3815,0.55,Ideal,D,VVS2,61.5,56.0,3468.0,5.26,5.28,3.24 +5652,0.73,Ideal,F,IF,61.2,55.0,3880.0,5.86,5.8,3.57 +23714,0.25,Very Good,F,VVS2,61.6,57.0,633.0,4.05,4.07,2.5 +17991,1.75,Ideal,H,I1,61.5,54.9,7276.0,7.75,7.78,4.78 +52373,0.74,Very Good,G,SI2,60.3,57.0,2505.0,5.85,5.87,3.54 +44866,0.5,Very Good,D,VS2,61.2,56.0,1628.0,5.14,5.16,3.15 +48913,0.61,Ideal,G,VS1,61.8,56.0,2041.0,5.43,5.48,3.37 +23543,2.01,Good,J,SI2,63.4,59.0,11554.0,7.95,7.99,5.05 +17145,1.01,Premium,E,VS2,62.2,58.0,6843.0,6.36,6.41,3.97 +565,0.81,Premium,G,SI1,63.0,60.0,2832.0,5.87,5.81,3.68 +42916,0.53,Good,G,SI1,63.8,56.0,1363.0,5.18,5.14,3.29 +53420,0.72,Very Good,F,SI1,63.4,58.0,2670.0,5.69,5.66,3.6 +24030,1.51,Premium,F,VS2,61.9,60.0,12202.0,7.29,7.25,4.5 +16775,1.02,Ideal,G,VS1,62.2,57.0,6683.0,6.47,6.43,4.01 +47870,0.52,Ideal,G,VVS2,62.1,56.0,1911.0,5.14,5.17,3.2 +10482,0.9,Very Good,E,SI1,61.7,58.0,4795.0,6.15,6.2,3.81 +32699,0.31,Ideal,F,VS2,61.9,54.0,802.0,4.38,4.35,2.7 +1677,1.0,Fair,G,SI2,64.9,57.0,3027.0,6.29,6.2,4.05 +23748,1.5,Premium,E,SI1,60.8,58.0,11795.0,7.36,7.32,4.46 +17446,1.01,Very Good,E,VS1,62.1,58.0,6997.0,6.39,6.45,3.99 +51077,0.7,Premium,E,SI1,62.9,58.0,2333.0,5.68,5.61,3.55 +1730,0.32,Very Good,H,VS1,61.7,58.0,561.0,4.37,4.41,2.71 +10646,1.04,Ideal,I,SI1,61.7,55.0,4836.0,6.5,6.54,4.02 +27549,2.02,Premium,F,SI2,61.7,58.0,18320.0,8.11,8.15,5.02 +53738,0.7,Ideal,G,VS2,62.7,54.0,2723.0,5.66,5.7,3.56 +2414,0.93,Very Good,J,VS2,61.1,59.0,3180.0,6.32,6.34,3.87 +4899,0.77,Ideal,D,VS2,61.8,56.0,3721.0,5.84,5.9,3.63 +13315,1.07,Ideal,H,SI1,62.1,56.0,5498.0,6.53,6.58,4.07 +17453,1.01,Good,F,VS1,63.3,60.0,6999.0,6.32,6.35,4.01 +10564,1.05,Ideal,F,SI1,61.8,57.0,4816.0,6.54,6.51,4.03 +20405,1.51,Premium,J,VVS2,62.6,59.0,8770.0,7.31,7.33,4.58 +8662,1.16,Very Good,H,SI2,59.6,59.0,4455.0,6.85,6.87,4.09 +15157,1.28,Premium,I,SI1,62.6,55.0,6093.0,6.97,6.93,4.35 +42157,0.53,Very Good,F,SI1,59.2,59.0,1284.0,5.31,5.34,3.15 +36957,0.27,Ideal,H,VS1,61.6,56.0,480.0,4.16,4.19,2.57 +23237,1.31,Ideal,G,VVS1,61.1,57.0,11247.0,7.06,7.01,4.3 +26260,2.03,Ideal,G,SI2,62.6,56.0,15717.0,8.15,8.1,5.08 +34612,0.22,Premium,F,SI1,61.7,60.0,470.0,3.9,3.85,2.39 +40584,0.41,Premium,E,VS1,59.8,61.0,1153.0,4.85,4.79,2.88 +43229,0.4,Premium,E,VVS1,61.2,61.0,1397.0,4.74,4.7,2.89 +11578,1.23,Premium,G,SI1,62.5,62.0,5039.0,6.87,6.78,4.27 +9929,1.05,Premium,H,SI1,61.9,58.0,4692.0,6.5,6.45,4.01 +15324,1.01,Very Good,G,VS1,61.9,58.0,6152.0,6.42,6.5,4.0 +44453,0.51,Premium,G,VS1,61.0,58.0,1591.0,5.2,5.16,3.16 +26719,0.32,Ideal,F,VS2,61.1,57.0,645.0,4.4,4.44,2.7 +2882,1.18,Very Good,E,I1,59.9,63.0,3278.0,6.85,6.8,4.09 +39078,0.59,Fair,H,SI2,64.5,57.0,1059.0,5.37,5.16,3.42 +9848,0.91,Premium,E,VS2,62.2,60.0,4676.0,6.21,6.13,3.84 +19175,1.43,Fair,E,SI1,65.1,56.0,7928.0,7.1,7.03,4.61 +17299,1.3,Ideal,I,VS1,62.1,57.0,6931.0,7.04,6.98,4.35 +31640,0.33,Premium,J,VS2,59.6,61.0,450.0,4.53,4.49,2.69 +21736,1.26,Very Good,E,VS2,59.5,57.0,9802.0,7.03,7.15,4.22 +37171,0.32,Ideal,D,VS2,62.2,56.0,972.0,4.4,4.38,2.73 +44844,0.53,Ideal,G,VS2,61.0,55.0,1625.0,5.23,5.24,3.2 +17099,1.23,Ideal,I,VS2,62.4,58.0,6817.0,6.81,6.88,4.27 +38012,0.42,Very Good,D,VS1,60.6,58.0,1009.0,4.87,4.9,2.96 +16262,1.09,Premium,G,VS2,60.9,56.0,6504.0,6.7,6.67,4.07 +46239,0.53,Ideal,F,VS2,61.1,56.0,1753.0,5.26,5.22,3.2 +52583,0.59,Premium,D,VVS2,62.6,58.0,2538.0,5.4,5.34,3.36 +4190,0.79,Ideal,G,VS1,62.0,56.0,3561.0,5.91,5.94,3.67 +45085,0.5,Very Good,D,VS2,63.4,58.0,1646.0,5.04,5.06,3.2 +20453,1.1,Ideal,F,VS1,61.5,59.0,8796.0,6.63,6.58,4.06 +6893,1.1,Good,I,SI1,63.1,61.0,4133.0,6.49,6.56,4.12 +11372,0.34,Ideal,E,SI1,62.2,55.0,596.0,4.45,4.49,2.78 +15045,0.3,Very Good,F,VS2,62.8,58.0,605.0,4.24,4.29,2.68 +37114,0.4,Ideal,I,VVS2,61.8,56.0,970.0,4.76,4.79,2.95 +17979,1.2,Very Good,G,VS2,62.4,59.0,7273.0,6.68,6.74,4.19 +24019,1.15,Ideal,E,VVS2,61.5,57.0,12193.0,6.72,6.75,4.14 +15928,1.17,Ideal,H,SI1,61.1,57.0,6368.0,6.77,6.83,4.16 +27751,0.32,Very Good,I,VS1,63.2,54.0,648.0,4.42,4.38,2.78 +49324,0.51,Ideal,F,VVS2,62.2,56.0,2093.0,5.08,5.12,3.17 +26496,2.06,Premium,H,SI2,60.0,60.0,16098.0,6.29,6.25,4.96 +30777,0.4,Ideal,G,SI1,62.5,54.0,741.0,4.74,4.77,2.97 +15760,1.02,Premium,G,VS2,62.5,58.0,6301.0,6.41,6.46,4.02 +1796,1.03,Fair,G,SI1,66.1,56.0,3052.0,6.26,6.2,4.12 +19762,1.6,Premium,H,SI2,59.4,59.0,8333.0,7.6,7.55,4.5 +50440,0.7,Very Good,E,SI2,61.5,60.0,2263.0,5.65,5.7,3.49 +15239,1.27,Premium,I,VS2,62.6,59.0,6116.0,6.95,6.86,4.32 +14070,0.3,Good,H,VVS2,63.6,56.0,605.0,4.26,4.29,2.72 +31585,0.35,Ideal,E,VS2,62.5,55.0,767.0,4.5,4.52,2.82 +37866,0.39,Ideal,F,VS1,62.0,55.0,1003.0,4.66,4.69,2.9 +34257,0.37,Ideal,D,VVS2,62.4,56.0,857.0,4.56,4.64,2.87 +27958,0.27,Ideal,I,VS1,62.0,56.0,432.0,4.16,4.19,2.59 +49322,0.51,Premium,F,VVS2,60.5,59.0,2093.0,5.15,5.17,3.12 +47583,0.72,Premium,J,VS1,63.0,56.0,1875.0,5.72,5.67,3.59 +14378,0.3,Ideal,G,VS1,61.8,54.0,605.0,4.29,4.32,2.66 +30151,0.32,Very Good,E,SI1,63.1,56.0,720.0,4.39,4.36,2.76 +19026,0.34,Ideal,H,VS1,62.2,55.0,620.0,4.47,4.49,2.79 +1836,0.71,Ideal,G,SI1,61.5,55.0,3061.0,5.75,5.79,3.55 +18528,1.03,Ideal,F,VS2,60.2,54.0,7550.0,6.64,6.61,3.99 +48478,0.71,Very Good,J,SI1,59.7,57.0,1979.0,5.84,5.88,3.5 +32774,0.34,Premium,D,SI1,61.2,58.0,803.0,4.49,4.47,2.74 +26546,2.03,Ideal,G,SI1,60.3,56.0,16224.0,8.27,8.21,4.97 +45071,0.46,Ideal,F,VS1,61.7,56.0,1643.0,4.93,4.96,3.05 +38736,0.4,Ideal,D,VS1,62.2,57.0,1043.0,4.71,4.74,2.94 +50681,0.73,Very Good,I,VS1,62.4,56.0,2288.0,5.72,5.76,3.58 +5468,0.77,Ideal,D,VS2,61.1,57.0,3837.0,5.93,5.96,3.63 +13958,1.16,Good,H,SI1,64.0,58.0,5678.0,6.63,6.56,4.22 +50407,0.57,Ideal,E,SI1,61.9,57.0,2257.0,5.35,5.31,3.3 +18232,2.04,Premium,I,I1,61.1,61.0,7403.0,8.25,8.12,5.0 +32011,0.31,Ideal,D,VVS2,61.9,55.0,777.0,4.36,4.39,2.71 +48596,0.7,Very Good,H,SI2,63.1,55.0,1995.0,5.71,5.66,3.59 +23232,2.06,Ideal,J,SI2,61.9,55.0,11234.0,8.19,8.23,5.08 +46782,0.71,Very Good,J,SI2,60.7,61.0,1805.0,5.75,5.81,3.51 +42216,0.42,Ideal,G,IF,61.5,56.0,1289.0,4.84,4.85,2.98 +31445,0.34,Premium,G,VS2,60.3,54.0,765.0,4.56,4.53,2.74 +44291,0.52,Premium,G,VS2,62.1,58.0,1577.0,5.18,5.15,3.21 +19858,1.5,Very Good,J,VVS1,62.3,62.0,8415.0,7.16,7.23,4.48 +14720,0.3,Good,G,VS1,63.6,54.0,605.0,4.25,4.31,2.72 +25785,2.0,Premium,I,VS2,58.5,61.0,14763.0,8.28,8.19,4.82 +21389,0.34,Very Good,D,SI1,59.6,59.0,626.0,4.55,4.57,2.72 +53901,0.73,Ideal,H,VS2,62.5,58.0,2752.0,5.71,5.75,3.58 +20196,1.02,Ideal,F,VS1,62.0,57.0,8637.0,6.49,6.44,4.01 +15385,0.32,Very Good,G,VVS2,64.0,55.0,607.0,4.31,4.35,2.77 +29085,0.36,Very Good,G,SI1,63.3,56.0,689.0,4.53,4.5,2.86 +48751,0.56,Ideal,F,VS1,61.7,54.0,2016.0,5.34,5.3,3.28 +13031,0.26,Premium,H,VVS1,59.8,59.0,600.0,4.17,4.12,2.48 +31573,0.31,Ideal,E,VVS2,61.9,54.0,767.0,4.38,4.41,2.72 +24842,1.7,Ideal,I,VVS2,61.7,57.0,13247.0,7.67,7.62,4.71 +19440,1.54,Ideal,I,SI2,60.3,59.0,8092.0,7.43,7.46,4.49 +18880,1.2,Ideal,G,VS2,62.1,56.0,7741.0,6.84,6.78,4.23 +52399,0.56,Ideal,G,VVS2,61.0,57.0,2510.0,5.32,5.36,3.26 +7482,0.91,Premium,H,VS2,61.8,60.0,4238.0,6.22,6.18,3.83 +1460,0.7,Ideal,E,VS2,61.7,56.0,2979.0,5.74,5.71,3.53 +21126,1.52,Very Good,I,SI1,59.9,60.0,9290.0,7.46,7.49,4.48 +38,0.31,Good,H,SI1,64.0,54.0,402.0,4.29,4.31,2.75 +35856,0.32,Ideal,D,VVS1,62.6,57.0,917.0,4.34,4.41,2.74 +51233,0.7,Ideal,G,SI1,62.7,57.0,2352.0,5.69,5.64,3.55 +30381,0.3,Very Good,F,VVS2,62.5,56.0,730.0,4.26,4.29,2.67 +30223,0.33,Premium,E,VS2,61.1,59.0,723.0,4.45,4.49,2.73 +19265,1.53,Very Good,H,SI2,61.4,60.0,7991.0,7.36,7.43,4.54 +8417,0.97,Very Good,H,SI1,62.8,55.0,4404.0,6.25,6.3,3.94 +22217,1.51,Premium,H,SI1,62.3,59.0,10274.0,7.29,7.23,4.52 +19720,1.5,Ideal,I,SI1,62.7,57.0,8291.0,7.21,7.3,4.55 +13666,1.14,Very Good,E,SI2,60.0,54.0,5593.0,6.74,6.97,4.11 +44417,0.58,Premium,F,VS2,62.2,55.0,1586.0,5.4,5.31,3.33 +21028,1.52,Ideal,H,SI1,60.1,60.0,9235.0,7.5,7.42,4.48 +31584,0.35,Very Good,E,VS2,62.1,59.0,767.0,4.46,4.49,2.78 +30938,0.24,Very Good,G,VVS2,62.0,57.0,449.0,4.0,4.03,2.49 +36583,0.33,Ideal,G,IF,61.2,56.0,946.0,4.47,4.51,2.75 +74,0.3,Premium,H,SI1,62.5,57.0,554.0,4.29,4.25,2.67 +33396,0.31,Ideal,F,VVS1,62.0,55.0,828.0,4.34,4.37,2.7 +6522,1.12,Very Good,J,SI2,58.5,60.0,4066.0,6.83,6.89,4.01 +5922,1.0,Good,G,SI2,57.4,60.0,3941.0,6.63,6.53,3.78 +32228,0.31,Ideal,G,VVS1,61.9,54.0,789.0,4.35,4.37,2.7 +8284,0.9,Good,D,SI2,62.2,63.0,4382.0,6.14,6.23,3.85 +34656,0.31,Ideal,E,VS2,62.8,57.0,872.0,4.37,4.33,2.73 +32598,0.3,Ideal,F,VVS1,61.9,56.0,802.0,4.29,4.33,2.67 +41862,0.33,Ideal,D,VVS1,60.5,56.0,1257.0,4.5,4.53,2.73 +18838,1.5,Good,D,SI2,61.1,64.0,7722.0,7.26,7.35,4.46 +11617,1.2,Good,G,SI2,63.6,54.0,5049.0,6.71,6.75,4.28 +16370,0.33,Ideal,D,SI1,62.7,55.0,608.0,4.4,4.44,2.77 +35713,0.3,Premium,D,VS2,60.6,58.0,911.0,4.36,4.32,2.63 +9370,0.32,Very Good,D,SI1,58.3,58.0,589.0,4.49,4.54,2.63 +6770,0.91,Ideal,F,SI1,60.2,57.0,4108.0,6.29,6.34,3.8 +2014,0.81,Very Good,H,VS1,63.6,57.0,3104.0,5.87,5.9,3.74 +7541,1.01,Ideal,I,SI2,62.8,57.0,4244.0,6.36,6.41,4.01 +30360,0.39,Ideal,D,SI1,60.6,55.0,729.0,4.73,4.78,2.88 +29393,0.31,Very Good,E,SI1,63.2,59.0,698.0,4.31,4.24,2.7 +44556,0.52,Premium,F,VS2,61.4,62.0,1605.0,5.19,5.16,3.18 +24480,1.1,Ideal,E,VVS1,61.1,56.0,12748.0,6.69,6.73,4.1 +20785,1.16,Very Good,G,VVS1,60.7,56.0,9023.0,6.77,6.83,4.13 +21847,1.26,Ideal,G,VS1,61.9,55.0,9907.0,6.96,6.91,4.29 +652,0.73,Very Good,E,SI1,57.7,61.0,2844.0,5.92,5.96,3.43 +37026,0.33,Premium,G,VVS2,62.0,59.0,965.0,4.46,4.41,2.75 +25970,1.82,Premium,G,SI1,62.7,58.0,15162.0,7.75,7.68,4.84 +19582,1.07,Ideal,G,VVS2,62.8,54.0,8212.0,6.51,6.55,4.1 +46081,0.52,Ideal,E,SI1,60.8,55.0,1737.0,5.2,5.24,3.18 +41390,0.42,Ideal,F,VVS2,61.7,57.0,1221.0,4.81,4.78,2.96 +43801,0.58,Ideal,G,SI1,61.4,55.8,1442.0,5.34,5.38,3.29 +40283,0.3,Ideal,I,VVS2,62.5,54.0,495.0,4.27,4.31,2.68 +21362,0.33,Good,D,VS2,63.5,56.0,625.0,4.36,4.4,2.78 +15752,1.32,Very Good,I,SI2,61.2,58.0,6300.0,7.12,7.06,4.34 +37742,0.31,Ideal,D,VVS2,61.9,55.0,997.0,4.39,4.36,2.71 +18709,0.27,Very Good,E,VVS2,60.9,58.0,620.0,4.14,4.17,2.53 +10886,1.21,Premium,I,SI2,59.9,58.0,4879.0,6.94,6.91,4.15 +21810,1.71,Good,I,SI1,63.2,57.0,9881.0,7.49,7.53,4.75 +25343,2.08,Premium,I,SI2,60.8,61.0,14047.0,8.24,8.21,5.0 +35144,0.38,Ideal,F,VS2,61.2,57.0,889.0,4.67,4.64,2.85 +28620,0.3,Very Good,E,SI1,63.4,56.0,675.0,4.25,4.23,2.69 +14937,1.23,Ideal,J,VS2,61.2,57.0,6015.0,6.93,6.88,4.23 +53037,0.7,Very Good,D,SI1,59.4,63.0,2604.0,5.76,5.78,3.43 +48960,0.61,Ideal,I,VVS1,61.9,56.0,2048.0,5.41,5.45,3.36 +44304,0.56,Very Good,D,SI1,62.5,58.0,1578.0,5.23,5.27,3.28 +40358,0.43,Premium,F,VS1,62.2,61.0,1129.0,4.83,4.75,2.98 +33074,0.32,Ideal,H,IF,62.1,54.0,814.0,4.41,4.45,2.75 +8719,0.32,Ideal,F,SI1,60.9,55.0,586.0,4.46,4.53,2.72 +38765,0.31,Ideal,F,IF,62.0,56.0,1046.0,4.36,4.32,2.69 +16121,1.27,Very Good,I,VS2,62.4,58.0,6443.0,6.83,6.89,4.28 +35985,0.35,Ideal,H,IF,61.9,55.0,921.0,4.51,4.54,2.8 +12626,1.05,Very Good,H,VS2,63.2,58.0,5292.0,6.46,6.39,4.06 +37028,0.3,Good,F,VVS1,63.7,59.0,965.0,4.24,4.17,2.68 +37929,0.3,Very Good,H,SI2,63.2,55.0,485.0,4.29,4.26,2.7 +50920,0.72,Premium,G,SI1,60.8,58.0,2318.0,5.8,5.74,3.51 +44357,0.55,Very Good,D,SI1,61.6,56.0,1580.0,5.24,5.28,3.24 +50815,0.7,Premium,E,SI2,62.9,59.0,2307.0,5.67,5.59,3.54 +35336,0.32,Ideal,E,VS1,61.4,56.0,898.0,4.42,4.44,2.72 +14481,1.2,Premium,H,SI2,62.3,59.0,5846.0,6.82,6.75,4.23 +19135,1.01,Ideal,E,VS2,60.4,58.0,7900.0,6.49,6.52,3.93 +13151,1.08,Ideal,G,SI1,61.7,56.0,5439.0,6.6,6.63,4.08 +40186,0.52,Good,E,SI2,63.7,56.0,1120.0,5.12,5.15,3.27 +49355,0.71,Very Good,F,SI2,59.0,58.0,2098.0,5.84,5.89,3.46 +10866,1.01,Very Good,H,SI1,61.8,59.0,4876.0,6.37,6.41,3.95 +9801,1.04,Ideal,F,SI2,62.1,57.0,4668.0,6.46,6.48,4.02 +35562,0.35,Ideal,G,VS1,61.9,55.0,906.0,4.53,4.51,2.8 +23200,1.14,Ideal,E,VVS2,61.6,57.0,11206.0,6.68,6.73,4.13 +40687,0.46,Premium,E,VS2,61.3,57.0,1156.0,5.02,4.99,3.07 +47826,0.76,Premium,J,SI1,58.4,59.0,1904.0,6.01,5.97,3.51 +22062,1.51,Good,E,SI1,60.4,61.0,10088.0,7.33,7.37,4.44 +43779,0.37,Fair,D,IF,61.2,57.0,1440.0,4.68,4.73,2.88 +39588,0.42,Ideal,F,VS1,61.6,56.0,1082.0,4.82,4.8,2.96 +27534,2.03,Premium,D,SI2,62.4,59.0,18286.0,8.04,7.98,5.0 +27747,2.07,Ideal,G,SI2,62.5,55.0,18804.0,8.2,8.13,5.11 +4436,0.9,Good,G,SI1,65.0,57.0,3615.0,5.96,6.01,3.89 +12002,1.01,Premium,H,VS1,61.6,57.0,5147.0,6.47,6.38,3.96 +30974,0.4,Very Good,D,VS2,62.3,58.0,746.0,4.69,4.72,2.93 +35968,0.3,Ideal,G,SI1,61.8,56.0,477.0,4.34,4.37,2.69 +18433,1.27,Premium,H,VS2,60.7,58.0,7496.0,7.04,6.97,4.25 +16518,1.0,Premium,E,VS2,61.5,58.0,6600.0,6.39,6.42,3.94 +22165,1.5,Fair,H,VS2,65.2,58.0,10206.0,7.12,7.06,4.62 +1515,0.7,Ideal,G,VS1,60.9,56.0,2995.0,5.76,5.8,3.52 +37951,0.41,Premium,F,VS1,61.1,58.0,1007.0,4.74,4.78,2.91 +18582,1.44,Premium,I,SI1,62.9,59.0,7580.0,7.2,7.15,4.51 +39311,0.55,Premium,G,SI2,61.2,59.0,1069.0,5.3,5.26,3.23 +31397,0.47,Very Good,J,SI1,62.4,58.0,764.0,4.94,4.99,3.1 +13919,1.09,Ideal,F,SI1,62.0,56.0,5665.0,6.56,6.61,4.08 +19447,1.53,Good,I,SI1,63.1,57.0,8095.0,7.28,7.34,4.61 +13894,1.01,Good,G,VS2,60.3,57.0,5655.0,6.46,6.51,3.91 +22444,1.6,Ideal,F,SI2,61.7,56.0,10472.0,7.5,7.53,4.64 +49848,0.72,Very Good,G,SI1,63.6,56.0,2170.0,5.69,5.72,3.63 +48086,0.71,Ideal,J,VS1,61.9,55.0,1932.0,5.69,5.75,3.54 +2334,0.75,Ideal,E,SI1,62.1,55.0,3170.0,5.81,5.85,3.62 +11139,1.0,Very Good,F,SI1,63.4,61.0,4939.0,6.35,6.29,4.01 +31952,0.3,Premium,G,SI2,62.7,55.0,452.0,4.29,4.26,2.68 +46197,0.6,Ideal,E,SI1,61.4,58.0,1749.0,5.44,5.47,3.35 +43875,0.5,Ideal,E,VS2,62.7,55.0,1451.0,5.08,5.12,3.2 +13886,1.03,Premium,D,SI1,63.0,59.0,5653.0,6.44,6.39,4.04 +52044,0.74,Very Good,H,VS2,62.9,57.0,2451.0,5.73,5.78,3.62 +17971,1.5,Premium,I,SI2,62.2,62.0,7266.0,7.27,7.2,4.5 +36332,0.32,Ideal,G,VVS2,62.1,57.0,936.0,4.42,4.4,2.74 +8899,1.31,Premium,J,SI1,60.3,62.0,4490.0,7.12,7.04,4.26 +23619,1.79,Ideal,H,SI2,61.5,56.0,11643.0,7.77,7.81,4.79 +48153,0.56,Ideal,H,VVS1,61.4,56.0,1941.0,5.3,5.32,3.26 +23742,2.0,Very Good,J,SI2,61.9,55.0,11792.0,8.06,8.09,5.0 +47763,0.5,Ideal,D,VS2,61.8,56.0,1893.0,5.11,5.14,3.16 +42789,0.54,Ideal,G,SI1,62.4,56.0,1350.0,5.2,5.22,3.25 +14751,1.0,Very Good,F,VS2,62.1,58.0,5938.0,6.36,6.45,3.96 +1195,0.75,Ideal,F,VS2,62.3,57.0,2933.0,5.81,5.87,3.64 +10506,1.12,Ideal,G,SI2,62.4,56.0,4798.0,6.67,6.63,4.15 +14399,0.3,Good,G,VS1,63.6,55.0,605.0,4.26,4.29,2.72 +53604,0.7,Ideal,F,SI1,61.3,57.0,2700.0,5.75,5.71,3.51 +33068,0.32,Ideal,H,IF,61.6,55.0,814.0,4.41,4.42,2.72 +3222,0.9,Good,G,SI2,58.5,61.0,3350.0,6.28,6.33,3.69 +52571,0.7,Ideal,H,VS2,63.0,55.0,2536.0,5.7,5.67,3.58 +2711,0.31,Ideal,G,SI1,61.6,55.0,563.0,4.34,4.37,2.68 +47939,0.56,Premium,E,VS2,62.1,57.0,1915.0,5.3,5.27,3.28 +50443,0.8,Very Good,H,SI2,59.7,58.0,2263.0,6.03,6.09,3.62 +35686,0.35,Ideal,G,IF,61.3,56.0,910.0,4.51,4.53,2.77 +20805,1.08,Ideal,G,IF,61.3,57.0,9035.0,6.62,6.59,4.05 +11623,1.2,Ideal,I,SI2,60.5,58.0,5050.0,6.92,6.83,4.16 +1692,0.7,Good,D,VS2,64.1,59.0,3033.0,5.56,5.49,3.54 +38239,0.35,Very Good,D,VS1,60.8,56.0,1018.0,4.56,4.58,2.78 +45711,0.56,Ideal,G,VS2,60.6,57.0,1698.0,5.36,5.33,3.24 +23364,0.23,Ideal,E,VS2,62.6,57.0,423.0,3.88,3.92,2.44 +50138,0.7,Premium,F,SI2,61.8,60.0,2213.0,5.65,5.71,3.51 +19539,1.51,Ideal,J,VS1,61.9,58.0,8170.0,7.28,7.33,4.52 +16552,1.01,Good,D,VS1,61.1,56.0,6612.0,6.36,6.43,3.91 +30581,0.31,Ideal,D,VS2,59.0,57.0,734.0,4.44,4.48,2.63 +53146,0.75,Premium,G,SI1,59.1,59.0,2622.0,5.98,5.9,3.51 +27180,2.51,Premium,J,SI1,59.6,60.0,17452.0,8.84,8.79,5.25 +7575,0.9,Good,F,VS2,63.3,57.0,4253.0,6.04,6.09,3.84 +4427,0.72,Very Good,G,IF,60.7,56.0,3614.0,5.78,5.81,3.52 +22310,1.4,Very Good,G,VS2,60.1,62.0,10351.0,7.16,7.25,4.33 +17744,1.32,Good,I,VS1,59.2,58.0,7143.0,7.14,7.18,4.24 +12206,1.11,Very Good,H,SI1,60.8,60.0,5192.0,6.62,6.77,4.07 +51987,0.25,Very Good,E,VVS2,62.2,57.0,548.0,4.02,4.12,2.53 +9478,1.02,Premium,H,SI1,61.9,58.0,4604.0,6.43,6.47,3.99 +33462,0.32,Premium,G,VS1,62.8,59.0,828.0,4.37,4.33,2.73 +51298,0.7,Premium,F,SI2,59.1,58.0,2362.0,5.85,5.83,3.45 +51100,0.59,Ideal,G,VS2,61.9,57.0,2336.0,5.41,5.38,3.34 +27664,2.29,Premium,I,VS2,60.8,60.0,18653.0,8.47,8.5,5.16 +24677,1.5,Ideal,G,VS1,60.6,57.0,13034.0,7.47,7.36,4.49 +53717,0.7,Ideal,E,VS2,60.3,57.0,2719.0,5.7,5.8,3.47 +19507,1.0,Very Good,D,VS2,62.4,57.0,8138.0,6.36,6.4,3.98 +53341,0.7,Very Good,D,SI1,60.3,60.0,2656.0,5.74,5.77,3.47 +5694,1.01,Very Good,I,SI1,62.0,54.0,3888.0,6.36,6.51,3.99 +45529,0.54,Ideal,G,VS1,61.4,57.0,1684.0,5.23,5.2,3.2 +36360,0.4,Ideal,I,VVS2,62.2,55.0,939.0,4.72,4.76,2.95 +41968,0.23,Very Good,E,VVS2,62.8,58.0,505.0,3.92,3.94,2.47 +37456,0.35,Ideal,E,VS2,62.4,57.0,984.0,4.55,4.52,2.83 +33002,0.34,Ideal,G,VVS1,60.4,56.0,813.0,4.52,4.55,2.74 +31359,0.41,Good,E,SI1,59.5,62.0,760.0,4.85,4.87,2.89 +1349,0.82,Premium,F,SI1,62.4,56.0,2962.0,6.01,5.98,3.74 +40510,0.41,Ideal,E,VS1,61.2,56.0,1144.0,4.82,4.89,2.97 +35263,0.3,Good,G,IF,63.8,55.0,895.0,4.24,4.28,2.72 +45815,0.59,Very Good,E,VS2,61.8,59.0,1712.0,5.35,5.4,3.32 +46708,0.7,Very Good,F,SI2,63.2,59.0,1792.0,5.66,5.61,3.56 +36482,0.43,Very Good,G,VS1,62.2,59.0,943.0,4.81,4.84,3.0 +28326,0.33,Ideal,G,VS1,62.1,55.0,666.0,4.43,4.46,2.76 +43194,0.51,Ideal,F,SI1,61.7,56.0,1394.0,5.12,5.15,3.17 +26939,1.5,Very Good,E,VS1,59.5,61.0,16988.0,7.43,7.46,4.43 +949,0.9,Good,H,SI2,63.5,58.0,2889.0,6.09,6.14,3.88 +44498,0.51,Ideal,G,VS1,61.4,54.0,1599.0,5.15,5.18,3.17 +30150,0.32,Very Good,E,SI1,63.4,55.0,720.0,4.36,4.35,2.76 +15646,1.0,Premium,G,VS2,60.1,57.0,6272.0,6.42,6.35,3.84 +42843,0.41,Ideal,F,VVS1,61.8,55.0,1356.0,4.78,4.76,2.95 +35100,0.3,Ideal,F,IF,62.4,54.0,886.0,4.33,4.36,2.71 +26536,2.58,Premium,H,SI2,62.6,57.0,16195.0,8.77,8.73,5.48 +21351,1.59,Ideal,J,VS1,61.3,57.0,9494.0,7.5,7.55,4.61 +50799,0.71,Ideal,I,VS1,62.1,56.0,2306.0,5.68,5.72,3.54 +33991,0.42,Premium,G,VS2,59.5,59.0,847.0,4.83,4.89,2.89 +13054,1.5,Premium,F,I1,60.6,62.0,5410.0,7.24,7.22,4.38 +5198,0.71,Premium,E,VVS1,62.7,60.0,3779.0,5.73,5.62,3.56 +49815,0.59,Ideal,G,VVS1,61.5,57.0,2166.0,5.4,5.46,3.34 +24372,0.32,Ideal,E,VS2,61.6,56.0,637.0,4.4,4.43,2.72 +18448,1.34,Ideal,F,VS2,62.5,56.0,7504.0,7.09,7.05,4.42 +26698,0.31,Ideal,G,SI2,61.6,55.6,429.0,4.34,4.37,2.69 +53070,0.75,Ideal,E,SI2,61.7,55.0,2609.0,5.9,5.86,3.63 +40532,0.72,Fair,G,I1,65.1,57.0,1147.0,5.65,5.55,3.65 +9849,1.0,Ideal,H,SI1,61.4,55.0,4676.0,6.49,6.44,3.97 +12029,1.18,Ideal,I,SI1,62.1,56.0,5154.0,6.79,6.77,4.21 +18937,1.12,Premium,F,VS1,62.1,60.0,7781.0,6.62,6.58,4.1 +39849,0.38,Ideal,E,VVS2,62.2,56.0,1100.0,4.58,4.65,2.87 +52434,0.7,Very Good,E,VS2,62.6,56.0,2513.0,5.65,5.69,3.55 +37037,0.4,Very Good,D,VS1,63.1,55.0,967.0,4.7,4.74,2.98 +28830,0.41,Ideal,E,SI2,59.8,55.0,683.0,4.81,4.93,2.91 +21249,1.8,Ideal,H,SI1,62.2,57.0,9399.0,7.79,7.71,4.82 +14643,1.2,Good,D,SI1,63.5,55.0,5913.0,6.7,6.78,4.28 +4577,0.9,Very Good,G,SI1,63.6,57.0,3649.0,6.09,6.12,3.88 +38313,0.46,Ideal,F,SI1,62.5,56.0,1018.0,4.94,4.92,3.08 +36603,0.32,Ideal,D,SI2,62.6,56.0,477.0,4.38,4.4,2.75 +27236,1.72,Premium,G,VS1,59.4,60.0,17605.0,7.82,7.86,4.66 +21671,1.96,Premium,H,SI2,60.4,62.0,9769.0,7.96,7.9,4.79 +40229,0.4,Ideal,G,VVS1,61.4,55.0,1123.0,4.72,4.76,2.91 +40586,0.41,Premium,E,VS1,60.1,58.0,1153.0,4.84,4.81,2.9 +47119,0.62,Ideal,H,VS1,61.8,54.0,1828.0,5.5,5.53,3.41 +35955,0.3,Ideal,F,SI1,62.5,56.0,475.0,4.28,4.3,2.68 +14114,1.46,Fair,H,SI2,56.3,60.0,5723.0,7.61,7.55,4.27 +53199,0.7,Premium,G,VS2,61.6,58.0,2633.0,5.69,5.73,3.52 +47407,0.54,Ideal,F,VS1,60.7,59.0,1849.0,5.27,5.3,3.21 +53036,0.71,Very Good,G,SI1,60.2,58.0,2604.0,5.71,5.75,3.45 +3640,0.75,Ideal,E,VS2,61.9,57.0,3435.0,5.81,5.83,3.6 +31615,0.32,Ideal,I,SI2,61.7,55.0,371.0,4.39,4.42,2.72 +42177,0.5,Ideal,F,SI1,61.0,56.0,1286.0,5.15,5.17,3.15 +1663,0.9,Good,J,VS2,63.9,58.0,3024.0,6.15,6.08,3.91 +18114,1.05,Ideal,H,IF,61.2,55.0,7329.0,6.62,6.59,4.04 +26578,2.01,Ideal,I,SI1,64.8,62.0,16287.0,7.92,7.82,5.1 +39717,0.5,Very Good,E,SI1,62.4,58.0,1090.0,5.06,5.01,3.14 +37769,0.41,Ideal,E,VS2,62.1,57.0,999.0,4.79,4.74,2.96 +29042,0.4,Good,E,SI1,63.5,55.0,687.0,4.67,4.71,2.98 +25538,2.1,Premium,J,VS2,61.3,59.0,14359.0,8.27,8.21,5.05 +14321,1.18,Premium,H,SI1,61.8,58.0,5801.0,6.79,6.74,4.18 +41692,0.54,Premium,F,SI2,60.0,60.0,1240.0,5.27,5.22,3.24 +48508,0.7,Fair,G,SI1,65.0,59.0,1982.0,5.57,5.5,3.6 +23625,1.11,Very Good,F,VVS2,59.4,58.0,11650.0,6.74,6.79,4.02 +2695,0.9,Good,G,SI2,63.8,59.0,3246.0,6.05,6.02,3.85 +47653,0.23,Ideal,D,VVS2,62.1,57.0,530.0,3.92,3.97,2.45 +11438,1.0,Good,D,SI1,61.9,65.0,5005.0,6.31,6.36,3.92 +19372,0.27,Ideal,E,VVS2,62.5,57.0,622.0,4.1,4.13,2.57 +44590,0.54,Ideal,D,SI1,62.1,55.0,1607.0,5.18,5.23,3.23 +6154,0.93,Ideal,D,SI2,62.5,55.0,3990.0,6.2,6.24,3.89 +31024,0.31,Premium,G,VS1,58.2,61.0,749.0,4.45,4.42,2.58 +21651,1.2,Ideal,G,VVS1,61.2,56.0,9744.0,6.89,6.86,4.21 +25779,2.58,Very Good,D,SI2,58.9,63.0,14749.0,9.08,9.01,5.33 +32210,0.39,Good,F,VS2,63.3,55.0,788.0,4.63,4.66,2.94 +19330,1.57,Ideal,J,SI1,62.0,55.6,8035.0,7.43,7.47,4.62 +16883,1.31,Premium,I,VS1,58.5,60.0,6737.0,7.18,7.15,4.19 +14090,1.23,Ideal,F,SI2,62.8,57.0,5715.0,6.74,6.86,4.27 +49802,0.57,Ideal,E,VS1,61.5,55.0,2164.0,5.35,5.37,3.3 +31185,0.32,Ideal,D,SI1,61.9,57.0,756.0,4.4,4.36,2.71 +35018,0.4,Very Good,E,SI1,63.3,56.0,882.0,4.74,4.68,2.98 +37180,0.32,Ideal,D,VS2,62.7,54.0,972.0,4.38,4.36,2.74 +19479,1.0,Very Good,G,VVS1,63.4,57.0,8115.0,6.33,6.36,4.02 +2314,0.87,Fair,I,VS2,57.3,59.0,3166.0,6.29,6.44,3.65 +13306,1.09,Ideal,G,SI1,62.4,56.0,5496.0,6.57,6.61,4.11 +7104,0.9,Ideal,D,SI2,60.8,56.0,4167.0,6.26,6.24,3.8 +28544,0.3,Premium,E,SI1,61.8,60.0,675.0,4.28,4.23,2.63 +43691,0.5,Very Good,F,VS2,62.5,56.0,1436.0,5.06,5.09,3.17 +25467,1.5,Premium,G,VS1,61.2,59.0,14234.0,7.36,7.32,4.49 +30004,0.43,Ideal,H,SI1,62.3,56.0,716.0,4.83,4.86,3.02 +29733,0.31,Very Good,G,VVS2,62.9,58.0,707.0,4.27,4.31,2.7 +23751,1.5,Good,E,SI1,64.1,58.0,11795.0,7.24,7.15,4.61 +28021,0.3,Very Good,F,VS1,61.9,59.0,658.0,4.26,4.3,2.65 +37238,0.4,Premium,E,VS2,62.2,58.0,975.0,4.72,4.67,2.92 +42890,0.51,Ideal,D,SI2,61.1,56.0,1359.0,5.18,5.16,3.16 +3268,0.71,Ideal,E,SI1,60.8,57.0,3360.0,5.8,5.84,3.54 +47026,0.56,Very Good,E,VS2,61.4,61.0,1819.0,5.28,5.31,3.25 +53899,0.65,Very Good,D,VS1,60.8,57.2,2752.0,5.55,5.63,3.4 +30128,0.32,Premium,G,VS2,61.2,59.0,720.0,4.41,4.38,2.69 +6420,1.02,Premium,F,SI2,61.0,58.0,4043.0,6.49,6.52,3.97 +50230,0.82,Very Good,G,SI2,63.4,55.0,2232.0,5.96,5.93,3.77 +5761,1.01,Premium,F,SI2,60.0,59.0,3897.0,6.47,6.41,3.86 +18447,1.0,Very Good,F,VS1,61.6,56.0,7504.0,6.41,6.44,3.96 +22784,1.04,Ideal,F,VVS2,61.6,57.0,10804.0,6.47,6.51,4.0 +23588,2.01,Ideal,G,SI2,61.5,55.0,11602.0,8.15,8.11,5.0 +20744,1.53,Ideal,I,SI1,62.4,57.0,8981.0,7.33,7.37,4.59 +13909,1.01,Very Good,F,VS2,63.3,56.0,5662.0,6.36,6.34,4.02 +37960,0.41,Ideal,G,VVS2,61.1,55.0,1007.0,4.8,4.83,2.94 +45413,0.51,Ideal,G,VS1,61.7,56.0,1668.0,5.1,5.2,3.18 +43694,0.5,Premium,F,VS2,62.2,59.0,1436.0,5.06,5.1,3.16 +53818,0.71,Very Good,E,SI1,61.3,59.0,2735.0,5.69,5.73,3.5 +31497,0.34,Ideal,G,VS2,61.5,57.0,765.0,4.51,4.47,2.76 +30562,0.31,Ideal,E,VS1,61.8,56.0,734.0,4.34,4.37,2.69 +40000,0.41,Ideal,F,VS2,62.1,56.0,1107.0,4.79,4.74,2.96 +25159,2.08,Very Good,J,VS2,60.6,61.0,13732.0,8.24,8.34,5.02 +42941,0.33,Ideal,G,SI1,61.6,56.0,506.0,4.43,4.47,2.74 +2169,0.82,Ideal,G,SI1,61.8,55.0,3133.0,6.02,6.05,3.73 +32716,0.31,Premium,F,VS2,61.4,55.0,802.0,4.34,4.32,2.66 +11991,0.91,Very Good,E,VS2,61.1,58.0,5145.0,6.2,6.28,3.81 +10090,1.02,Good,E,SI2,63.4,57.0,4712.0,6.41,6.43,4.07 +48401,0.71,Premium,J,VS2,60.1,61.0,1968.0,5.82,5.77,3.48 +32016,0.38,Premium,J,VVS2,60.5,59.0,778.0,4.72,4.69,2.84 +40228,0.4,Ideal,G,VVS1,61.6,57.0,1123.0,4.75,4.76,2.93 +9424,1.01,Ideal,G,SI1,61.8,57.0,4588.0,6.41,6.46,3.98 +10515,0.9,Ideal,F,VS2,62.6,56.0,4801.0,6.16,6.23,3.88 +53220,0.71,Ideal,I,VS1,61.9,55.0,2637.0,5.75,5.71,3.55 +13526,1.0,Premium,E,SI1,61.9,60.0,5544.0,6.46,6.37,3.97 +6053,0.32,Ideal,I,VS2,61.3,56.0,576.0,4.43,4.38,2.7 +14542,1.68,Good,E,I1,64.3,60.0,5871.0,7.48,7.44,4.8 +50659,0.31,Ideal,H,VS1,62.6,55.0,544.0,4.31,4.35,2.71 +35878,0.32,Ideal,G,IF,61.6,55.0,918.0,4.42,4.45,2.73 +4539,1.0,Premium,H,SI2,59.1,62.0,3640.0,6.5,6.47,3.83 +16679,1.01,Good,E,VS2,63.5,58.0,6666.0,6.34,6.36,4.03 +45194,0.51,Ideal,G,VS1,61.9,56.0,1656.0,5.1,5.14,3.17 +44281,0.53,Ideal,G,VS2,61.8,55.0,1577.0,5.19,5.22,3.21 +45098,0.53,Very Good,G,VS1,62.3,55.0,1648.0,5.15,5.18,3.22 +41132,0.35,Ideal,E,IF,62.2,56.0,1197.0,4.51,4.52,2.81 +53071,0.74,Ideal,I,VS1,60.7,55.0,2609.0,5.84,5.88,3.56 +25355,0.28,Very Good,E,VVS2,61.8,58.0,642.0,4.2,4.24,2.61 +42618,0.32,Premium,I,VS1,61.0,60.0,505.0,4.42,4.47,2.71 +48604,0.63,Premium,H,VS1,61.7,59.0,1996.0,5.53,5.49,3.4 +40621,0.41,Ideal,E,VS1,62.1,55.0,1153.0,4.8,4.77,2.97 +47334,0.23,Very Good,E,VVS1,62.9,59.0,530.0,3.93,3.95,2.48 +8051,0.25,Very Good,F,VVS2,61.2,55.0,583.0,4.1,4.14,2.52 +6161,1.0,Very Good,H,SI2,64.1,54.0,3991.0,6.3,6.33,4.05 +2675,0.7,Good,D,VS1,57.8,60.0,3239.0,5.85,5.87,3.39 +6196,0.9,Premium,D,SI1,62.8,59.0,3997.0,6.1,6.06,3.82 +3804,0.71,Very Good,D,VS1,62.9,56.0,3465.0,5.65,5.7,3.57 +52359,0.62,Ideal,H,IF,60.5,58.0,2501.0,5.48,5.52,3.33 +11141,1.0,Good,F,SI1,63.6,58.0,4939.0,6.31,6.27,4.0 +15062,1.0,Good,E,VS2,57.4,58.0,6050.0,6.57,6.61,3.78 +44984,0.31,Premium,G,SI2,62.3,57.0,523.0,4.37,4.33,2.71 +18248,1.01,Ideal,F,VS1,60.8,57.0,7412.0,6.54,6.52,3.97 +2332,0.92,Ideal,J,SI1,62.3,56.0,3170.0,6.24,6.29,3.9 +9009,1.01,Very Good,H,SI1,63.1,60.0,4513.0,6.41,6.37,4.03 +12274,0.92,Very Good,E,VS1,61.3,57.0,5210.0,6.22,6.27,3.83 +8913,1.0,Premium,G,SI1,62.5,59.0,4493.0,6.35,6.29,3.95 +12035,0.34,Ideal,G,VS2,62.1,57.0,596.0,4.46,4.5,2.78 +8916,1.07,Ideal,H,SI2,62.8,57.0,4494.0,6.58,6.5,4.11 +35795,0.31,Ideal,D,VS1,60.1,57.0,913.0,4.39,4.4,2.64 +29020,0.31,Ideal,G,VVS2,60.9,56.0,687.0,4.4,4.43,2.69 +45054,0.58,Ideal,G,VS2,61.1,55.0,1641.0,5.45,5.42,3.32 +40146,0.51,Good,H,SI1,63.6,57.0,1116.0,5.09,5.04,3.22 +12049,0.34,Ideal,G,VS2,62.0,54.0,596.0,4.47,4.5,2.78 +32360,0.36,Premium,E,VS2,62.0,58.0,789.0,4.54,4.56,2.82 +25900,2.48,Fair,I,SI2,56.7,66.0,15030.0,8.88,8.64,4.99 +36557,0.4,Premium,E,SI1,62.2,58.0,945.0,4.74,4.71,2.94 +48053,0.61,Ideal,D,SI1,62.0,55.0,1927.0,5.44,5.47,3.38 +8789,1.14,Very Good,J,SI2,62.4,57.0,4470.0,6.66,6.7,4.17 +5336,1.08,Very Good,J,SI2,63.2,59.0,3810.0,6.57,6.4,4.1 +22524,1.64,Ideal,I,VS2,62.5,56.0,10562.0,7.58,7.52,4.72 +34838,0.3,Premium,G,VVS2,60.8,58.0,878.0,4.38,4.34,2.65 +17809,1.04,Good,G,VS1,63.8,57.0,7177.0,6.43,6.4,4.09 +51921,0.7,Very Good,F,VS2,62.7,57.0,2437.0,5.61,5.65,3.53 +17364,1.2,Ideal,H,SI1,61.1,56.0,6968.0,6.92,6.87,4.21 +9594,1.06,Ideal,I,SI1,61.2,56.0,4630.0,6.64,6.6,4.05 +33958,0.23,Very Good,F,VVS1,60.1,57.0,465.0,4.0,4.02,2.41 +2533,0.9,Premium,D,SI2,62.7,59.0,3205.0,6.2,6.14,3.87 +34248,0.38,Premium,G,SI1,61.4,61.0,855.0,4.66,4.62,2.85 +9394,1.0,Good,F,SI1,64.1,60.0,4586.0,6.25,6.19,3.99 +8835,1.02,Premium,E,SI2,58.7,59.0,4478.0,6.61,6.57,3.87 +33578,0.38,Ideal,H,VVS2,62.2,54.6,832.0,4.62,4.66,2.89 +37746,0.31,Fair,D,VVS2,54.2,65.0,997.0,4.61,4.58,2.49 +30114,0.32,Ideal,G,VS2,61.8,55.0,720.0,4.42,4.41,2.73 +40242,0.37,Premium,E,VS1,60.4,58.0,1124.0,4.66,4.61,2.8 +24891,2.0,Very Good,H,SI1,63.2,54.0,13320.0,7.97,7.88,5.01 +18638,1.2,Premium,G,VS2,61.4,60.0,7603.0,6.77,6.81,4.17 +17036,1.35,Premium,F,SI2,62.8,60.0,6804.0,7.08,7.0,4.42 +31993,0.3,Premium,F,VS2,62.8,58.0,776.0,4.29,4.24,2.68 +17342,1.0,Good,E,VS2,58.2,60.0,6958.0,6.52,6.54,3.8 +27780,0.32,Premium,H,VS2,62.5,59.0,648.0,4.38,4.33,2.72 +47492,0.49,Very Good,G,IF,59.7,56.0,1865.0,5.16,5.19,3.09 +5473,0.93,Very Good,H,SI1,59.3,61.0,3838.0,6.33,6.39,3.77 +30717,0.33,Ideal,F,VS1,62.1,55.0,738.0,4.43,4.46,2.76 +10368,1.23,Premium,I,SI2,62.1,59.0,4773.0,6.83,6.79,4.23 +51905,0.61,Ideal,E,VS2,61.4,56.0,2434.0,5.47,5.51,3.37 +30130,0.32,Premium,G,VS2,62.6,58.0,720.0,4.39,4.37,2.74 +34958,0.24,Good,F,VVS2,64.0,61.0,471.0,3.91,3.93,2.51 +18544,1.52,Premium,H,SI1,62.0,60.0,7559.0,7.36,7.28,4.54 +44865,0.51,Very Good,H,VS1,62.3,57.0,1628.0,5.1,5.12,3.18 +42911,0.55,Ideal,D,SI2,60.9,57.0,1363.0,5.26,5.29,3.21 +5596,1.01,Fair,H,SI1,65.3,61.0,3869.0,6.23,6.18,4.05 +48218,0.56,Ideal,H,VS1,61.6,56.0,1949.0,5.31,5.34,3.28 +11509,1.01,Ideal,H,SI1,60.4,58.0,5020.0,6.5,6.54,3.94 +45762,0.56,Very Good,F,VS2,60.8,57.0,1706.0,5.29,5.33,3.23 +9820,1.01,Premium,G,SI1,61.2,61.0,4672.0,6.47,6.41,3.94 +48270,0.53,Ideal,D,VS2,60.2,57.0,1956.0,5.26,5.24,3.16 +46852,0.61,Premium,E,SI1,60.1,59.0,1812.0,5.51,5.48,3.3 +30500,0.31,Ideal,D,SI1,62.4,53.0,732.0,4.35,4.33,2.71 +8017,1.19,Very Good,J,SI2,63.4,56.8,4329.0,6.7,6.79,4.27 +52485,0.82,Ideal,I,VS1,62.3,57.0,2522.0,5.98,6.02,3.74 +11865,1.34,Fair,G,SI2,64.7,55.0,5106.0,7.03,6.97,4.53 +9194,1.06,Ideal,H,SI2,61.7,60.0,4547.0,6.53,6.51,4.02 +7090,0.9,Good,E,SI1,58.3,61.0,4165.0,6.24,6.29,3.65 +41895,0.56,Very Good,E,SI2,63.5,57.0,1259.0,5.24,5.21,3.32 +48283,0.53,Ideal,D,VS2,62.3,56.0,1956.0,5.17,5.14,3.21 +52414,0.7,Ideal,G,VS1,60.6,57.0,2512.0,5.7,5.75,3.47 +10141,1.04,Very Good,G,SI1,59.2,61.0,4724.0,6.63,6.68,3.94 +2939,0.9,Premium,I,VS2,63.0,59.0,3292.0,6.1,6.06,3.83 +42183,0.56,Very Good,H,SI1,63.2,57.0,1286.0,5.27,5.23,3.32 +4829,0.9,Premium,F,SI2,60.3,55.0,3704.0,6.35,6.28,3.81 +48950,0.7,Ideal,J,SI2,61.6,57.0,2047.0,5.73,5.69,3.52 +7250,1.18,Premium,J,SI2,61.3,60.0,4197.0,6.78,6.83,4.17 +2224,0.7,Ideal,H,VS2,61.2,57.0,3145.0,5.73,5.77,3.52 +3465,0.84,Very Good,I,VVS2,61.7,56.0,3392.0,6.03,6.07,3.74 +35665,0.32,Ideal,D,VS2,59.8,57.0,907.0,4.51,4.46,2.68 +29799,0.3,Ideal,D,SI1,62.2,55.0,709.0,4.33,4.29,2.68 +30751,0.47,Ideal,J,SI1,61.9,55.0,740.0,5.0,5.05,3.11 +690,0.78,Ideal,I,VS1,61.5,57.0,2852.0,5.88,5.92,3.63 +24028,1.64,Ideal,I,VS2,60.6,57.0,12199.0,7.66,7.69,4.65 +538,0.72,Good,D,VS2,64.0,54.0,2827.0,5.68,5.7,3.64 +18942,1.21,Good,F,VS2,63.5,55.0,7786.0,6.71,6.77,4.28 +43466,0.56,Ideal,G,SI1,62.1,55.0,1417.0,5.29,5.33,3.3 +26534,2.02,Very Good,I,SI1,59.8,59.0,16192.0,8.21,8.3,4.94 +41762,0.42,Ideal,G,VVS1,62.8,55.0,1245.0,4.78,4.8,3.01 +19684,0.27,Ideal,H,VVS2,62.1,57.0,623.0,4.15,4.1,2.56 +17952,1.55,Premium,I,SI2,61.5,58.0,7256.0,7.39,7.46,4.57 +42050,0.41,Ideal,G,IF,61.5,57.0,1269.0,4.78,4.82,2.95 +50688,0.54,Ideal,G,IF,61.5,55.0,2289.0,5.24,5.3,3.23 +8898,1.01,Good,H,VS2,64.3,58.0,4489.0,6.27,6.2,4.01 +9871,0.7,Very Good,E,IF,60.3,59.0,4679.0,5.72,5.76,3.46 +43896,0.35,Ideal,I,VS2,61.1,57.0,509.0,4.55,4.58,2.79 +3855,0.72,Ideal,G,VS1,61.3,56.0,3478.0,5.75,5.8,3.54 +27458,1.07,Very Good,D,IF,60.9,58.0,18114.0,6.57,6.67,4.03 +19663,1.51,Good,J,VS1,61.5,59.0,8271.0,7.26,7.31,4.48 +26953,1.75,Premium,F,VS2,61.4,58.0,17017.0,7.72,7.76,4.75 +43085,0.51,Very Good,D,SI1,60.0,58.0,1380.0,5.19,5.24,3.13 +21660,1.21,Premium,G,VVS2,62.5,55.0,9757.0,6.84,6.8,4.26 +24335,2.02,Very Good,J,SI1,59.8,59.9,12598.0,8.16,8.21,4.9 +10697,0.9,Very Good,F,VS2,62.3,59.0,4846.0,6.1,6.16,3.82 +45331,0.51,Very Good,E,VS2,63.5,56.0,1662.0,5.08,5.06,3.22 +43710,0.59,Premium,G,SI1,60.5,59.0,1437.0,5.44,5.41,3.28 +42342,0.41,Good,E,VVS1,64.1,55.0,1298.0,4.71,4.68,3.01 +47611,0.64,Ideal,H,SI1,61.8,55.0,1880.0,5.56,5.57,3.44 +6669,1.5,Premium,F,I1,62.6,57.0,4096.0,7.33,7.21,4.55 +5004,0.91,Ideal,H,VS2,63.0,56.0,3743.0,6.15,6.05,3.84 +11862,1.03,Ideal,D,SI2,61.8,54.0,5105.0,6.52,6.46,4.01 +52783,0.7,Very Good,H,VS2,61.8,58.0,2567.0,5.64,5.68,3.5 +17287,1.01,Premium,F,VS2,61.4,57.0,6923.0,6.51,6.45,3.98 +30585,0.31,Ideal,D,VS2,61.5,56.0,734.0,4.34,4.37,2.68 +48052,0.54,Ideal,G,VVS2,61.9,55.0,1927.0,5.2,5.3,3.25 +34441,0.32,Ideal,E,VVS2,61.5,55.0,864.0,4.41,4.44,2.72 +4536,0.76,Very Good,F,VVS2,62.9,58.0,3640.0,5.76,5.85,3.65 +52127,0.76,Ideal,G,SI2,62.7,56.0,2466.0,5.81,5.86,3.66 +39523,0.51,Ideal,I,SI1,62.2,56.0,1080.0,5.12,5.08,3.17 +52602,0.83,Very Good,G,SI2,63.3,57.0,2543.0,5.97,5.91,3.76 +30549,0.31,Ideal,D,VS2,61.5,56.0,734.0,4.35,4.36,2.68 +12581,1.2,Very Good,I,SI1,62.6,58.2,5280.0,6.71,6.74,4.21 +20288,1.51,Very Good,J,VVS2,62.6,63.0,8706.0,7.29,7.24,4.55 +10562,0.8,Ideal,F,VS2,61.4,56.0,4816.0,5.99,6.0,3.68 +5062,0.34,Premium,F,SI2,60.0,58.0,574.0,4.58,4.55,2.74 +1950,0.75,Very Good,D,SI1,63.9,56.0,3085.0,5.73,5.75,3.67 +40441,0.5,Good,G,SI1,60.2,64.0,1138.0,5.11,5.04,3.05 +5044,0.4,Ideal,G,SI2,62.4,56.0,573.0,4.71,4.75,2.95 +16529,1.26,Ideal,G,VS1,62.3,57.0,6604.0,6.93,6.87,4.3 +18576,1.51,Premium,G,SI1,62.3,59.0,7577.0,7.29,7.21,4.52 +36700,0.4,Good,G,VS1,59.6,61.0,952.0,4.82,4.85,2.88 +18179,1.52,Good,J,VS2,63.3,56.0,7370.0,7.27,7.33,4.62 +23089,1.57,Premium,G,SI1,59.2,59.0,11113.0,7.68,7.6,4.52 +13513,1.01,Premium,D,SI1,62.9,59.0,5543.0,6.43,6.39,4.03 +26029,0.32,Very Good,G,VS1,61.3,62.0,645.0,4.39,4.42,2.7 +33310,0.41,Good,E,VS1,62.8,58.0,827.0,4.67,4.7,2.94 +10694,1.03,Fair,D,SI1,64.4,61.0,4845.0,6.33,6.25,4.05 +2573,0.82,Premium,E,SI1,61.2,61.0,3211.0,5.98,5.95,3.65 +10869,1.01,Ideal,H,SI1,62.3,59.0,4876.0,6.36,6.41,3.98 +53209,0.61,Ideal,F,VVS2,61.8,55.0,2634.0,5.43,5.47,3.37 +40874,0.5,Fair,H,VS2,65.1,59.0,1175.0,5.02,5.06,3.28 +8038,0.9,Premium,E,SI1,63.0,59.0,4334.0,6.13,6.1,3.85 +2187,0.8,Ideal,F,SI1,61.0,56.0,3137.0,5.98,6.05,3.67 +27160,2.01,Ideal,H,SI1,59.3,58.0,17403.0,8.25,8.19,4.87 +26630,2.02,Ideal,J,VS1,61.8,57.0,16397.0,8.06,8.13,5.0 +28747,0.31,Ideal,E,VS2,61.4,54.0,680.0,4.33,4.4,2.68 +16442,1.06,Ideal,D,SI1,61.5,56.0,6565.0,6.58,6.55,4.04 +26880,1.71,Premium,G,VS1,62.7,58.0,16813.0,7.66,7.62,4.79 +46923,0.52,Ideal,G,VS1,61.8,55.0,1815.0,5.21,5.17,3.21 +37362,0.4,Premium,F,VS1,62.5,59.0,982.0,4.66,4.69,2.92 +17378,0.34,Premium,H,SI1,62.1,59.0,612.0,4.5,4.46,2.78 +30462,0.44,Ideal,I,VS2,61.9,54.0,732.0,4.91,4.95,3.05 +53181,0.7,Very Good,G,VS1,62.3,58.0,2631.0,5.63,5.67,3.52 +31707,0.5,Premium,F,I1,60.5,60.0,770.0,5.15,5.07,3.1 +16664,1.56,Very Good,J,SI2,62.0,57.0,6662.0,7.37,7.44,4.59 +45670,0.52,Ideal,E,VS2,61.5,56.0,1694.0,5.2,5.18,3.19 +7352,1.0,Fair,E,SI1,58.1,63.0,4213.0,6.6,6.52,3.81 +25916,2.2,Premium,J,VS1,61.7,59.0,15064.0,8.3,8.34,5.13 +27725,2.01,Very Good,G,SI1,63.1,59.0,18741.0,8.03,7.98,5.05 +49091,0.71,Very Good,J,VS1,63.3,57.0,2062.0,5.59,5.69,3.57 +43214,0.57,Ideal,F,SI1,61.6,56.0,1397.0,5.36,5.33,3.29 +14942,1.2,Very Good,H,SI1,58.9,60.0,6019.0,6.94,7.02,4.11 +30538,0.31,Ideal,D,VS2,61.5,56.0,734.0,4.37,4.41,2.7 +16731,0.23,Very Good,D,VS1,61.5,58.0,611.0,3.93,3.98,2.43 +19680,1.06,Ideal,G,VS1,61.1,57.0,8285.0,6.54,6.61,4.02 +25009,2.0,Very Good,J,VS2,60.7,60.0,13542.0,8.05,8.17,4.92 +15008,1.27,Ideal,G,SI2,61.8,56.0,6045.0,6.96,6.93,4.29 +1816,0.78,Ideal,G,SI1,61.7,56.0,3056.0,5.9,5.93,3.65 +639,0.73,Premium,G,VS1,61.4,58.0,2841.0,5.82,5.77,3.56 +50290,0.3,Ideal,H,VVS2,61.9,56.0,542.0,4.28,4.31,2.65 +10155,0.97,Premium,F,SI1,59.9,59.0,4726.0,6.39,6.36,3.82 +27894,0.32,Ideal,I,IF,61.4,57.0,655.0,4.39,4.44,2.71 +6480,1.02,Premium,F,SI2,61.1,62.0,4057.0,6.54,6.49,3.98 +39540,0.4,Premium,F,VS2,62.1,58.0,1080.0,4.76,4.71,2.94 +48328,0.24,Ideal,F,VS2,61.8,57.0,536.0,4.02,3.97,2.47 +33729,0.37,Ideal,F,VVS2,60.7,57.0,839.0,4.67,4.69,2.84 +49673,0.7,Good,I,SI1,64.3,57.0,2142.0,5.63,5.59,3.61 +41600,0.3,Good,I,SI1,64.1,57.0,391.0,4.25,4.3,2.74 +37236,0.4,Ideal,E,VS2,62.6,57.0,975.0,4.73,4.7,2.95 +29876,0.3,Premium,D,VS2,61.1,59.0,710.0,4.26,4.31,2.62 +42807,0.59,Ideal,I,SI1,61.7,55.0,1352.0,5.41,5.39,3.33 +11946,1.01,Good,E,SI1,63.7,58.0,5132.0,6.32,6.36,4.04 +31015,0.35,Very Good,F,SI1,63.1,56.0,748.0,4.51,4.46,2.83 +30908,0.37,Ideal,G,SI1,61.8,55.0,745.0,4.62,4.64,2.86 +29496,0.32,Ideal,E,VS2,62.3,54.0,702.0,4.37,4.4,2.73 +26123,2.01,Ideal,H,VS2,63.0,55.0,15395.0,8.03,7.97,5.04 +11857,1.36,Premium,H,SI2,60.1,56.0,5103.0,7.23,7.18,4.38 +48254,0.51,Premium,F,VVS2,62.3,58.0,1953.0,5.08,5.1,3.17 +37645,0.33,Ideal,F,VS1,59.9,56.0,990.0,4.54,4.51,2.71 +350,0.7,Ideal,D,SI1,61.0,59.0,2804.0,5.68,5.7,3.47 +6330,0.91,Ideal,G,VS1,61.3,56.0,4029.0,6.28,6.21,3.83 +45472,0.5,Ideal,E,VS2,62.0,56.0,1676.0,5.1,5.06,3.15 +23439,1.55,Ideal,I,VVS2,61.3,59.0,11430.0,7.41,7.46,4.56 +32837,0.44,Ideal,I,VS1,61.1,56.0,807.0,4.92,4.96,3.02 +29000,0.34,Ideal,F,VS2,62.6,54.0,686.0,4.46,4.48,2.8 +36243,0.54,Ideal,I,SI2,60.9,57.0,935.0,5.26,5.31,3.22 +48419,0.61,Very Good,F,VS2,59.6,61.0,1971.0,5.5,5.58,3.3 +27797,0.37,Very Good,E,SI1,60.6,54.0,649.0,4.63,4.68,2.82 +1136,0.74,Very Good,H,VVS2,60.5,60.0,2921.0,5.79,5.81,3.51 +19599,2.33,Premium,H,I1,60.7,58.0,8220.0,8.64,8.56,5.22 +44292,0.52,Premium,G,VS2,62.4,56.0,1577.0,5.19,5.16,3.23 +38649,0.44,Ideal,F,SI1,61.0,57.0,1040.0,4.91,4.89,2.99 +38080,0.3,Premium,F,IF,60.7,58.0,1013.0,4.37,4.33,2.64 +12460,1.12,Very Good,I,VS2,62.9,55.9,5249.0,6.59,6.62,4.16 +15799,1.17,Ideal,G,VS2,62.2,57.0,6321.0,6.75,6.72,4.19 +23734,1.52,Very Good,F,SI1,61.4,59.0,11776.0,7.39,7.46,4.56 +4967,0.91,Very Good,H,SI1,62.8,58.0,3734.0,6.13,6.16,3.86 +13668,1.19,Very Good,H,SI1,60.8,59.0,5595.0,6.84,6.87,4.17 +32421,0.41,Premium,D,SI1,61.4,58.0,791.0,4.76,4.78,2.93 +6467,1.17,Good,J,SI1,63.9,55.0,4054.0,6.66,6.73,4.28 +37783,0.38,Premium,E,VS1,60.7,59.0,1000.0,4.65,4.7,2.84 +28603,0.3,Ideal,E,SI1,61.9,57.0,675.0,4.33,4.29,2.67 +13558,1.2,Premium,D,SI2,62.0,58.0,5551.0,6.84,6.77,4.22 +15411,1.51,Very Good,J,SI2,63.2,58.0,6171.0,7.28,7.25,4.59 +26178,2.24,Premium,I,SI2,61.9,58.0,15515.0,8.36,8.29,5.15 +4735,0.3,Ideal,F,VS2,62.5,54.0,573.0,4.29,4.32,2.69 +52973,0.37,Ideal,H,SI1,62.1,56.0,552.0,4.6,4.61,2.86 +1435,0.7,Good,E,VS1,59.8,62.0,2973.0,5.74,5.8,3.45 +12682,1.26,Ideal,J,VS2,63.2,57.0,5306.0,6.86,6.81,4.32 +13351,0.24,Very Good,D,VS2,60.2,59.0,419.0,4.03,4.04,2.43 +17457,1.26,Very Good,G,SI1,63.2,61.0,7000.0,6.87,6.81,4.32 +15633,1.01,Very Good,F,VS2,63.1,60.0,6271.0,6.39,6.29,4.0 +42717,0.54,Ideal,E,SI2,60.4,57.0,1340.0,5.33,5.27,3.2 +10565,1.0,Premium,G,SI1,60.8,58.0,4816.0,6.48,6.45,3.93 +30387,0.33,Ideal,G,VVS2,61.6,54.0,730.0,4.44,4.49,2.75 +49672,0.7,Good,I,SI1,63.6,61.0,2142.0,5.63,5.59,3.57 +34462,0.31,Ideal,E,VVS1,61.5,56.0,865.0,4.36,4.39,2.69 +47966,0.52,Premium,D,VS2,60.6,56.0,1919.0,5.25,5.22,3.17 +42837,0.41,Ideal,F,VVS1,62.3,53.0,1356.0,4.8,4.77,2.98 +11813,1.16,Ideal,I,SI1,62.6,57.0,5091.0,6.71,6.67,4.19 +31487,0.34,Premium,G,VS2,60.2,58.0,765.0,4.56,4.51,2.73 +23044,1.11,Ideal,E,VVS2,62.9,55.0,11074.0,6.56,6.62,4.14 +31383,0.3,Ideal,D,VS2,62.3,53.9,762.0,4.3,4.32,2.69 +12153,1.1,Premium,E,SI2,61.7,59.0,5174.0,6.64,6.59,4.08 +1625,1.01,Premium,G,I1,61.1,61.0,3014.0,6.49,6.35,3.92 +46774,0.52,Ideal,G,VS1,61.9,55.5,1803.0,5.13,5.16,3.18 +49906,0.5,Very Good,G,VVS1,63.7,58.0,2180.0,5.01,5.04,5.06 +22659,1.01,Very Good,E,VVS1,62.3,56.0,10704.0,6.41,6.47,4.01 +7857,0.9,Premium,D,SI1,62.7,58.0,4304.0,6.15,6.09,3.84 +329,0.72,Premium,F,VS1,62.4,58.0,2802.0,5.83,5.7,3.6 +28136,0.29,Ideal,D,VVS2,62.8,56.0,664.0,4.23,4.3,2.68 +18938,1.22,Ideal,G,VS2,62.0,55.0,7783.0,6.83,6.87,4.25 +29277,0.31,Premium,I,VVS2,61.6,59.0,698.0,4.33,4.31,2.66 +15339,1.01,Very Good,F,VS2,62.5,59.0,6159.0,6.38,6.42,4.0 +50900,0.56,Ideal,F,VS2,62.7,55.0,2318.0,5.32,5.27,3.32 +44013,0.51,Premium,G,VS2,62.4,57.0,1546.0,5.11,5.09,3.18 +29935,0.34,Good,G,VS2,57.5,61.0,714.0,4.66,4.6,2.66 +3507,0.76,Ideal,E,SI1,61.2,56.0,3401.0,5.88,5.91,3.61 +38166,0.34,Ideal,G,IF,61.7,55.0,1014.0,4.48,4.5,2.77 +35319,0.42,Ideal,G,SI1,61.6,56.0,896.0,4.81,4.84,2.97 +20487,1.5,Premium,G,SI2,60.1,59.0,8820.0,7.38,7.36,4.43 +8631,1.13,Ideal,F,SI2,60.4,56.0,4449.0,6.78,6.72,4.08 +38549,0.34,Ideal,E,VS1,61.4,57.0,1033.0,4.5,4.46,2.75 +42233,0.53,Very Good,F,SI1,60.9,56.0,1291.0,5.21,5.23,3.18 +49072,0.53,Ideal,H,IF,61.4,55.0,2059.0,5.21,5.24,3.21 +44111,0.5,Very Good,F,VS1,61.9,62.0,1558.0,5.02,5.06,3.12 +42722,0.53,Ideal,I,VVS2,61.2,56.0,1341.0,5.21,5.28,3.21 +8523,1.04,Good,F,SI2,63.1,60.0,4427.0,6.35,6.42,4.03 +2146,0.93,Premium,J,VS2,61.1,59.0,3125.0,6.34,6.32,3.87 +49858,0.6,Ideal,E,VS1,61.0,56.0,2171.0,5.44,5.47,3.33 +13645,1.13,Very Good,F,SI1,63.2,56.0,5584.0,6.66,6.69,4.22 +2535,0.9,Fair,D,SI2,66.0,58.0,3205.0,6.0,5.97,3.95 +7785,1.02,Premium,F,SI2,60.0,60.0,4284.0,6.57,6.53,3.93 +16639,1.1,Premium,G,VS2,60.2,58.0,6653.0,6.75,6.71,4.05 +14663,1.02,Premium,D,SI1,60.6,59.0,5918.0,6.53,6.47,3.94 +31788,0.42,Very Good,H,VS2,62.1,57.0,773.0,4.76,4.8,2.97 +35625,0.3,Premium,I,VS1,60.5,60.0,473.0,4.3,4.33,2.61 +15154,1.03,Premium,E,SI1,59.5,60.0,6091.0,6.64,6.56,3.93 +51276,0.72,Ideal,H,SI1,61.8,54.0,2359.0,5.76,5.8,3.57 +14920,1.2,Ideal,E,SI2,61.3,56.0,6006.0,6.85,6.88,4.21 +18681,1.55,Premium,J,SI1,62.5,58.0,7638.0,7.4,7.36,4.61 +40902,0.5,Ideal,H,SI1,62.0,56.0,1178.0,5.09,5.12,3.16 +41077,0.41,Premium,F,VVS2,60.3,58.0,1192.0,4.83,4.79,2.9 +1976,0.8,Premium,E,SI1,62.9,60.0,3091.0,5.89,5.87,3.7 +6455,1.23,Good,D,I1,63.7,58.0,4050.0,6.79,6.72,4.3 +50781,0.7,Very Good,G,VS2,63.1,58.0,2302.0,5.69,5.66,3.58 +47951,0.5,Good,E,VVS2,64.8,58.0,1917.0,4.97,5.0,3.23 +52955,0.24,Very Good,F,VVS1,59.0,58.0,552.0,4.07,4.1,2.41 +3115,0.91,Good,H,SI1,63.8,56.0,3323.0,6.09,6.04,3.87 +50648,0.31,Good,E,SI1,63.6,57.0,544.0,4.28,4.3,2.73 +5870,0.92,Fair,H,VS1,56.0,60.0,3924.0,6.53,6.51,3.65 +14796,1.12,Premium,H,VS1,62.1,58.0,5952.0,6.64,6.6,4.11 +36704,0.32,Premium,G,IF,59.4,60.0,952.0,4.47,4.45,2.65 +50830,0.67,Good,F,VS2,58.1,62.0,2309.0,5.76,5.83,3.36 +35126,0.35,Ideal,H,IF,62.1,54.0,887.0,4.55,4.59,2.84 +50744,0.57,Ideal,E,VS1,61.0,56.0,2297.0,5.38,5.4,3.29 +31795,0.42,Ideal,E,SI1,62.3,57.0,773.0,4.76,4.8,2.98 +46525,0.51,Ideal,G,VS1,61.7,55.0,1781.0,5.17,5.14,3.18 +19462,1.02,Ideal,G,VVS2,59.2,58.0,8107.0,6.56,6.62,3.9 +37761,0.34,Very Good,F,IF,61.1,54.0,999.0,4.54,4.56,2.78 +13887,1.03,Ideal,D,SI1,62.4,57.0,5653.0,6.47,6.44,4.03 +33007,0.3,Ideal,G,IF,61.8,55.0,813.0,4.33,4.35,2.68 +38619,0.31,Ideal,H,VS2,62.2,55.0,489.0,4.35,4.39,2.72 +39317,0.38,Ideal,D,VVS2,61.4,57.0,1070.0,4.66,4.72,2.88 +1805,0.79,Premium,G,VS1,62.3,56.0,3053.0,5.94,5.87,3.68 +52913,0.71,Very Good,F,VS2,63.1,58.0,2588.0,5.65,5.7,3.58 +37617,0.24,Very Good,E,VVS1,61.2,55.0,485.0,4.03,4.08,2.48 +11237,1.09,Ideal,H,SI1,61.8,57.0,4965.0,6.57,6.6,4.07 +25003,2.0,Ideal,H,VS2,61.6,57.0,13531.0,8.11,8.08,4.99 +45953,0.56,Ideal,D,SI1,60.5,57.0,1723.0,5.31,5.36,3.23 +45664,0.59,Good,D,SI1,63.7,56.0,1694.0,5.32,5.35,3.4 +19874,1.52,Premium,J,VVS2,58.3,62.0,8427.0,7.61,7.49,4.4 +41383,0.42,Ideal,F,VVS2,61.6,56.0,1221.0,4.85,4.83,2.98 +8287,1.09,Ideal,H,SI2,60.0,59.0,4383.0,6.72,6.77,4.05 +12196,1.04,Ideal,H,VS2,61.0,57.0,5189.0,6.56,6.53,3.99 +34319,0.46,Very Good,F,SI2,61.6,55.0,859.0,4.98,5.02,3.08 +16751,1.01,Premium,G,VVS2,58.5,59.0,6670.0,6.66,6.6,3.88 +40428,0.42,Ideal,H,IF,61.0,56.0,1135.0,4.79,4.82,2.93 +52292,0.25,Very Good,D,VVS2,62.1,57.0,548.0,4.02,4.07,2.51 +46022,0.53,Very Good,G,VS1,63.4,56.0,1727.0,5.15,5.1,3.25 +19913,1.8,Premium,I,SI2,61.8,59.0,8457.0,7.9,7.8,4.85 +26461,2.01,Good,F,SI2,62.9,58.0,16013.0,7.89,8.01,5.0 +45566,0.52,Ideal,E,VS2,61.1,57.0,1689.0,5.18,5.2,3.17 +27889,0.3,Ideal,G,VVS2,62.2,57.0,655.0,4.25,4.3,2.66 +26064,1.51,Very Good,G,VVS1,62.2,58.0,15281.0,7.3,7.33,4.55 +36651,0.37,Premium,F,VVS2,62.9,56.0,948.0,4.58,4.52,2.86 +2234,0.78,Premium,D,SI1,60.9,55.0,3145.0,6.0,5.93,3.63 +8884,1.01,Ideal,J,VS2,61.3,57.0,4486.0,6.47,6.54,3.99 +16914,1.41,Premium,I,SI2,62.9,59.0,6751.0,7.14,7.08,4.47 +32517,0.4,Good,D,SI2,63.9,53.0,798.0,4.71,4.68,3.0 +1082,0.73,Ideal,I,VS1,61.5,55.0,2908.0,5.8,5.84,3.58 +29284,0.25,Very Good,D,VS1,63.0,59.0,436.0,3.97,4.0,2.51 +44310,0.72,Premium,J,SI1,60.9,57.0,1579.0,5.84,5.78,3.54 +3223,0.77,Very Good,D,VS2,63.0,58.0,3351.0,5.81,5.85,3.67 +15479,1.23,Ideal,H,SI2,60.6,56.0,6199.0,6.94,6.92,4.2 +20567,1.51,Ideal,I,VS2,62.9,57.0,8879.0,7.27,7.23,4.56 +23456,1.42,Very Good,G,VS1,62.7,55.0,11452.0,7.11,7.17,4.48 +18546,1.5,Very Good,F,SI2,63.1,54.0,7560.0,7.29,7.26,4.59 +8970,0.76,Very Good,F,VVS1,59.6,58.0,4504.0,5.91,5.96,3.54 +14802,1.02,Premium,E,SI1,61.4,58.0,5956.0,6.48,6.45,3.97 +49947,0.63,Good,F,VS1,61.6,60.7,2188.0,5.46,5.52,3.38 +5894,0.9,Ideal,G,SI1,61.6,57.0,3931.0,6.24,6.17,3.82 +30249,0.26,Premium,E,VVS2,61.7,61.0,724.0,4.12,4.08,2.53 +53107,0.57,Ideal,E,VVS2,61.5,55.9,2615.0,5.31,5.35,3.28 +50099,0.71,Very Good,H,SI1,63.5,57.0,2207.0,5.67,5.64,3.59 +52554,0.7,Ideal,F,VS2,60.8,56.0,2535.0,5.77,5.71,3.49 +40133,0.41,Ideal,H,VVS1,62.7,54.0,1115.0,4.79,4.78,3.0 +18106,1.41,Ideal,H,SI2,62.7,56.0,7324.0,7.11,7.17,4.48 +27357,1.29,Very Good,D,VVS1,60.8,55.0,17932.0,7.03,7.12,4.3 +50912,0.56,Ideal,F,VVS2,61.9,56.0,2318.0,5.32,5.28,3.28 +23564,1.54,Premium,G,SI1,60.5,61.0,11574.0,7.47,7.44,4.51 +48296,0.52,Ideal,G,VVS2,61.6,54.0,1958.0,5.17,5.22,3.2 +38520,0.34,Ideal,E,VS1,62.1,56.0,1033.0,4.5,4.48,2.79 +2527,1.04,Good,J,SI2,63.8,56.0,3204.0,6.36,6.32,4.05 +45792,0.55,Ideal,F,VS2,60.9,56.0,1709.0,5.3,5.34,3.24 +7446,0.92,Very Good,E,SI1,60.7,59.0,4232.0,6.25,6.28,3.8 +24729,2.02,Premium,I,VS2,59.2,58.0,13068.0,8.29,8.25,4.89 +3566,1.09,Very Good,E,SI2,63.1,58.0,3418.0,6.51,6.46,4.09 +52080,0.53,Ideal,E,VVS2,60.5,57.0,2456.0,5.24,5.28,3.18 +34208,0.39,Premium,G,SI1,61.7,57.0,854.0,4.77,4.7,2.92 +24816,2.0,Very Good,J,VS1,61.0,51.6,13203.0,8.14,8.18,4.97 +13791,1.0,Good,G,VS2,63.1,58.0,5621.0,6.31,6.39,4.01 +6542,1.01,Premium,G,SI1,60.2,58.0,4072.0,6.48,6.44,3.89 +12677,1.24,Premium,H,VS2,62.8,57.0,5305.0,6.83,6.79,4.28 +1040,0.74,Very Good,D,VS2,62.4,57.0,2906.0,5.74,5.8,3.6 +23378,0.33,Premium,G,SI1,61.6,57.0,631.0,4.45,4.42,2.73 +34621,0.31,Ideal,F,VS1,60.6,56.0,872.0,4.42,4.39,2.67 +9488,1.01,Very Good,D,SI2,62.7,58.0,4606.0,6.31,6.39,3.98 +44595,0.53,Ideal,H,VS1,61.2,56.0,1607.0,5.26,5.21,3.2 +36508,0.32,Ideal,F,VVS2,61.6,55.0,945.0,4.41,4.42,2.72 +1200,1.17,Fair,I,I1,65.4,62.0,2935.0,6.68,6.57,4.33 +43156,0.5,Good,E,VS2,64.9,59.0,1389.0,4.89,4.94,3.19 +31994,0.3,Premium,F,VS2,62.8,58.0,776.0,4.28,4.25,2.68 +48584,0.54,Ideal,D,VS2,61.8,57.0,1993.0,5.26,5.22,3.24 +46753,0.61,Ideal,E,SI1,61.2,56.0,1800.0,5.5,5.48,3.36 +10999,0.9,Good,G,VVS2,63.6,58.0,4914.0,6.11,6.1,3.88 +13311,1.01,Very Good,G,SI1,62.9,58.0,5497.0,6.35,6.4,4.01 +40818,0.32,Ideal,E,IF,61.9,56.0,1170.0,4.42,4.4,2.73 +31277,0.32,Ideal,I,VS2,61.3,56.0,449.0,4.38,4.43,2.7 +27848,0.3,Ideal,D,VS1,61.0,57.0,651.0,4.31,4.32,2.63 +40825,0.39,Ideal,D,VS1,60.3,56.0,1170.0,4.77,4.71,2.86 +9845,1.01,Premium,I,VS2,62.5,58.0,4676.0,6.44,6.39,4.01 +37989,0.5,Ideal,I,SI1,61.5,54.0,1008.0,5.13,5.15,3.16 +34276,0.41,Good,G,I1,63.8,56.0,467.0,4.7,4.74,3.01 +39595,0.4,Ideal,G,SI1,61.3,55.0,1084.0,4.72,4.81,2.92 +4503,0.9,Premium,F,SI2,58.4,62.0,3629.0,6.37,6.34,3.71 +16612,1.03,Ideal,H,VVS2,62.2,55.0,6638.0,6.43,6.49,4.03 +24691,0.41,Good,E,SI2,63.4,58.0,638.0,4.71,4.75,3.0 +45359,0.55,Premium,E,VS2,59.1,60.0,1664.0,5.35,5.31,3.15 +32401,0.37,Premium,F,SI1,62.4,59.0,791.0,4.6,4.56,2.86 +44748,0.54,Good,D,SI1,64.1,55.0,1619.0,5.15,5.11,3.29 +346,0.7,Very Good,D,SI1,62.3,58.0,2804.0,5.69,5.73,3.56 +28852,0.41,Ideal,D,SI2,61.0,56.0,683.0,4.78,4.83,2.93 +43996,0.3,Good,J,VS1,63.4,57.0,394.0,4.23,4.26,2.69 +34502,0.47,Premium,J,SI2,61.9,59.0,867.0,4.99,4.96,3.08 +25060,2.01,Premium,I,SI2,59.2,60.0,13574.0,8.31,8.27,4.91 +38407,0.35,Ideal,H,VVS1,62.6,57.0,1024.0,4.47,4.45,2.79 +20735,1.01,Good,E,VVS2,63.3,55.0,8976.0,6.36,6.41,4.04 +51105,0.72,Very Good,I,VS2,61.1,56.0,2337.0,5.76,5.79,3.53 +39728,0.56,Very Good,G,SI2,62.8,58.0,1091.0,5.19,5.23,3.27 +34218,0.5,Good,I,SI2,65.3,56.0,855.0,4.91,5.01,3.24 +15420,1.01,Good,D,VS2,64.2,60.0,6176.0,6.35,6.32,4.07 +31264,0.32,Premium,E,SI2,61.7,60.0,449.0,4.38,4.41,2.71 +16031,0.3,Ideal,I,VS1,62.5,57.0,608.0,4.32,4.29,2.69 +42812,0.46,Ideal,H,VS1,61.9,55.0,1353.0,4.95,4.99,3.08 +52832,0.71,Good,E,SI1,58.4,61.0,2573.0,5.85,5.93,3.44 +31815,0.43,Premium,D,SI1,61.2,60.0,774.0,4.8,4.84,2.95 +30172,0.38,Ideal,I,VVS2,62.0,55.0,721.0,4.64,4.69,2.89 +41377,0.5,Ideal,I,VS2,61.6,54.0,1220.0,5.11,5.14,3.16 +46013,0.53,Ideal,G,VS1,61.7,55.0,1727.0,5.22,5.18,3.21 +52217,0.73,Ideal,J,VVS2,61.2,56.0,2482.0,5.81,5.85,3.57 +44496,0.51,Very Good,D,VS2,63.7,55.0,1599.0,5.05,5.09,3.23 +36669,0.32,Ideal,F,IF,60.9,56.0,949.0,4.42,4.44,2.7 +35450,0.32,Ideal,E,VS2,62.1,55.0,900.0,4.4,4.36,2.72 +27792,0.37,Premium,G,VS2,61.3,60.0,649.0,4.6,4.63,2.83 +16913,1.37,Premium,E,SI2,61.0,57.0,6751.0,7.25,7.19,4.4 +802,1.01,Fair,E,SI2,67.6,57.0,2862.0,6.21,6.11,4.18 +14151,1.25,Premium,H,SI2,61.6,54.0,5740.0,6.95,6.85,4.25 +49037,0.71,Very Good,H,SI2,63.3,58.0,2055.0,5.65,5.69,3.59 +2405,0.67,Very Good,G,VVS1,62.0,56.0,3178.0,5.6,5.62,3.48 +34709,0.39,Ideal,H,SI1,61.8,55.0,874.0,4.68,4.71,2.9 +15048,0.3,Very Good,H,VVS2,60.8,58.0,605.0,4.34,4.37,2.65 +44191,0.51,Ideal,D,SI1,61.6,56.0,1569.0,5.1,5.12,3.15 +2676,0.7,Premium,D,VS1,60.6,58.0,3239.0,5.73,5.75,3.48 +23264,1.04,Very Good,E,IF,63.6,58.0,11269.0,6.41,6.43,4.08 +24655,1.01,Ideal,D,VVS2,61.6,57.0,12996.0,6.44,6.48,3.98 +5129,0.91,Ideal,F,SI2,60.3,57.0,3763.0,6.26,6.34,3.8 +19483,1.01,Ideal,D,VS2,62.1,58.0,8119.0,6.4,6.42,3.98 +49337,0.57,Ideal,G,VVS2,61.7,56.0,2095.0,5.3,5.33,3.28 +50556,0.7,Ideal,G,SI1,62.4,56.0,2276.0,5.66,5.69,3.54 +29540,0.27,Ideal,E,VS1,61.4,57.0,704.0,4.17,4.23,2.58 +22841,1.74,Premium,H,SI2,59.9,59.0,10874.0,7.88,7.8,4.7 +53887,0.7,Good,D,VS2,58.0,62.0,2749.0,5.78,5.87,3.38 +5681,1.01,Good,F,SI2,62.5,59.0,3886.0,6.31,6.37,3.96 +26126,1.52,Premium,G,VVS2,62.9,59.0,15404.0,7.29,7.25,4.57 +14571,1.04,Premium,H,VS1,59.7,59.0,5882.0,6.64,6.59,3.95 +21697,0.34,Ideal,D,SI1,61.3,57.0,626.0,4.44,4.5,2.74 +19041,0.3,Ideal,F,VS1,61.2,57.0,621.0,4.32,4.34,2.65 +30673,0.4,Very Good,F,SI1,62.9,57.0,737.0,4.68,4.7,2.95 +44972,0.32,Ideal,H,VS2,61.2,56.0,523.0,4.42,4.44,2.71 +38948,0.31,Ideal,H,VS2,62.2,55.0,489.0,4.35,4.37,2.71 +45755,0.61,Premium,E,VS2,61.2,62.0,1704.0,5.48,5.44,3.34 +38677,0.3,Ideal,D,VVS2,61.4,55.0,1041.0,4.34,4.36,2.67 +11836,1.0,Premium,D,SI1,62.2,58.0,5096.0,6.28,6.23,3.89 +17127,1.28,Ideal,G,SI2,61.8,56.0,6833.0,6.95,6.99,4.31 +49855,0.63,Premium,E,VS1,60.4,58.0,2171.0,5.59,5.64,3.39 +22170,1.12,Premium,F,VVS2,62.4,59.0,10211.0,6.66,6.58,4.13 +15316,1.37,Very Good,G,SI2,62.4,58.0,6148.0,7.0,7.1,4.4 +11147,1.03,Premium,F,SI1,62.2,59.0,4942.0,6.45,6.41,4.0 +40268,0.33,Very Good,D,SI2,60.7,56.0,492.0,4.43,4.46,2.7 +20153,1.22,Ideal,G,VS1,62.5,57.0,8608.0,6.82,6.77,4.25 +31118,0.35,Ideal,F,VS1,62.8,54.0,754.0,4.5,4.54,2.84 +44288,0.52,Ideal,H,VS1,62.4,55.0,1577.0,5.19,5.17,3.23 +52270,0.76,Premium,F,SI2,61.8,58.0,2491.0,5.88,5.83,3.62 +37415,0.38,Ideal,G,VS2,62.2,56.0,983.0,4.64,4.62,2.88 +9709,0.34,Good,F,VS2,64.3,53.0,589.0,4.44,4.48,2.87 +42508,0.53,Very Good,F,SI1,62.5,57.0,1322.0,5.19,5.24,3.26 +7688,1.1,Ideal,J,SI1,62.2,55.0,4275.0,6.62,6.65,4.13 +36337,0.32,Ideal,G,VVS2,62.6,57.0,936.0,4.38,4.34,2.73 +3995,0.71,Ideal,F,VS2,61.6,56.0,3516.0,5.74,5.77,3.54 +8045,0.39,Premium,J,VS2,61.3,60.0,581.0,4.65,4.68,2.86 +13832,1.25,Premium,J,VS1,62.2,58.0,5637.0,6.88,6.92,4.29 +33563,0.41,Good,J,VS1,63.7,56.0,830.0,4.71,4.68,2.99 +4750,0.84,Ideal,D,SI1,62.4,57.0,3685.0,6.03,6.08,3.78 +7341,0.91,Very Good,E,SI1,62.4,57.0,4211.0,6.11,6.23,3.85 +36683,0.41,Premium,F,VVS2,61.6,59.0,951.0,4.73,4.79,2.93 +38620,0.31,Very Good,I,VS1,63.0,58.0,489.0,4.29,4.32,2.71 +42037,0.53,Very Good,F,SI1,62.9,57.0,1268.0,5.15,5.18,3.25 +49486,0.7,Very Good,G,SI1,63.2,58.0,2117.0,5.64,5.6,3.55 +13112,1.27,Premium,F,SI2,61.0,61.0,5428.0,7.01,6.95,4.26 +6533,0.95,Ideal,E,SI2,62.2,56.0,4068.0,6.26,6.35,3.92 +19930,1.52,Premium,I,SI1,61.9,58.0,8477.0,7.37,7.42,4.58 +43781,0.47,Ideal,G,VVS1,61.3,56.0,1441.0,5.03,5.05,3.09 +10347,1.03,Ideal,F,SI2,61.6,55.0,4769.0,6.49,6.46,3.99 +1023,0.75,Ideal,D,SI1,62.3,57.0,2903.0,5.83,5.8,3.62 +26662,2.17,Premium,D,SI2,62.2,59.0,16472.0,8.28,8.34,5.17 +27108,2.42,Premium,I,VS1,59.8,59.0,17262.0,8.8,8.78,5.26 +8838,1.02,Premium,E,SI2,60.5,58.0,4478.0,6.58,6.54,3.97 +33086,0.32,Ideal,D,VS1,61.4,57.0,814.0,4.4,4.43,2.71 +21752,1.12,Very Good,G,IF,61.0,58.0,9820.0,6.7,6.72,4.09 +20172,1.4,Good,D,SI1,63.8,60.0,8624.0,7.01,6.95,4.45 +46743,0.72,Fair,H,SI2,66.0,60.0,1799.0,5.58,5.51,3.66 +33884,0.3,Ideal,E,VS2,62.4,57.0,844.0,4.33,4.29,2.69 +2430,0.73,Ideal,G,VVS2,61.9,56.0,3183.0,5.74,5.81,3.61 +39018,0.43,Very Good,F,VS1,62.2,61.0,1056.0,4.75,4.83,2.98 +27884,0.3,Very Good,H,VVS1,62.8,56.0,655.0,4.26,4.28,2.68 +52517,0.6,Very Good,G,VVS1,61.2,56.0,2528.0,5.41,5.46,3.32 +32364,0.39,Very Good,G,VS1,60.3,59.0,790.0,4.71,4.77,2.86 +16635,1.02,Premium,F,VS2,62.4,59.0,6652.0,6.4,6.45,4.01 +3996,0.71,Ideal,E,VS1,62.0,56.0,3516.0,5.72,5.74,3.55 +24156,2.02,Ideal,H,SI1,62.3,56.0,12332.0,8.11,8.06,5.04 +50258,0.71,Premium,D,SI2,59.7,60.0,2235.0,5.84,5.79,3.47 +50165,0.7,Premium,H,VS2,60.8,58.0,2218.0,5.71,5.68,3.46 +6192,0.92,Ideal,D,SI2,60.3,56.0,3997.0,6.32,6.35,3.82 +10411,1.06,Ideal,G,SI2,62.2,56.0,4778.0,6.55,6.48,4.05 +46343,0.5,Very Good,D,VS2,63.3,54.0,1758.0,5.07,5.04,3.2 +24141,1.54,Premium,G,VS2,61.1,59.0,12308.0,7.44,7.4,4.53 +52436,0.7,Premium,I,VVS1,59.1,60.0,2513.0,5.77,5.8,3.42 +23617,1.13,Ideal,E,VVS1,61.5,56.0,11641.0,6.68,6.71,4.12 +1866,0.7,Ideal,E,VS2,62.6,56.0,3068.0,5.65,5.69,3.55 +33370,0.41,Very Good,H,VS1,62.8,59.0,827.0,4.73,4.64,2.94 +47754,0.54,Ideal,D,VS2,62.6,57.0,1892.0,5.18,5.24,3.26 +39789,0.32,Ideal,E,IF,62.6,55.0,1095.0,4.38,4.41,2.75 +13412,1.16,Ideal,H,SI2,61.1,56.0,5509.0,6.78,6.79,4.15 +45729,0.55,Premium,E,SI1,60.8,58.0,1698.0,5.32,5.29,3.22 +50000,0.59,Ideal,H,VVS1,62.1,55.0,2193.0,5.38,5.41,3.35 +9593,1.06,Ideal,I,SI1,61.2,56.0,4630.0,6.64,6.6,4.05 +40197,0.51,Ideal,G,SI2,61.9,55.0,1121.0,5.12,5.14,3.17 +11885,0.87,Ideal,E,SI1,61.5,57.0,5112.0,6.12,6.15,3.77 +38233,0.4,Ideal,H,VS1,62.7,59.0,1017.0,4.74,4.7,2.96 +45910,0.52,Premium,D,SI1,58.7,58.0,1720.0,5.32,5.28,3.11 +1794,0.77,Ideal,F,VS2,61.2,57.0,3052.0,5.93,5.97,3.64 +47537,0.57,Very Good,F,VS1,60.3,58.0,1871.0,5.36,5.39,3.24 +4242,0.76,Ideal,I,VS2,61.8,56.0,3577.0,5.85,5.89,3.63 +35739,0.3,Premium,D,VS2,61.9,58.0,911.0,4.32,4.28,2.66 +28787,0.37,Premium,D,SI1,61.9,59.0,681.0,4.62,4.65,2.87 +29206,0.33,Ideal,I,IF,62.2,56.0,694.0,4.42,4.45,2.76 +38036,0.4,Ideal,G,VS2,61.0,57.0,1010.0,4.74,4.77,2.9 +39799,0.38,Ideal,D,VVS2,59.7,62.0,1096.0,4.71,4.74,2.82 +43654,0.51,Ideal,H,SI2,61.7,55.0,1435.0,5.13,5.15,3.17 +13637,1.03,Premium,G,SI1,60.1,60.0,5581.0,6.55,6.52,3.93 +30102,0.32,Premium,H,VS1,61.3,60.0,720.0,4.38,4.33,2.67 +24181,1.52,Ideal,F,SI1,61.5,55.0,12364.0,7.41,7.44,4.57 +9250,1.07,Premium,F,SI2,61.8,59.0,4560.0,6.53,6.57,4.05 +37233,0.4,Premium,E,VS2,62.2,59.0,975.0,4.74,4.71,2.94 +30517,0.31,Very Good,D,SI1,63.5,55.0,732.0,4.3,4.27,2.72 +29483,0.32,Ideal,E,VS2,62.0,55.0,702.0,4.39,4.41,2.73 +32833,0.32,Premium,F,VVS2,62.2,59.0,806.0,4.41,4.34,2.72 +40795,0.46,Good,F,VS1,61.6,62.2,1168.0,4.84,5.0,3.04 +15227,1.25,Very Good,H,SI1,62.4,55.0,6113.0,6.85,6.89,4.29 +13035,0.36,Premium,F,SI1,61.1,59.0,600.0,4.58,4.62,2.81 +38654,0.42,Ideal,D,SI1,61.9,56.0,1040.0,4.84,4.82,2.99 +19403,1.35,Premium,H,VS2,61.5,58.0,8062.0,7.15,7.09,4.38 +4193,1.0,Premium,F,SI2,59.2,61.0,3562.0,6.59,6.51,3.87 +31225,0.32,Good,D,SI1,63.7,55.0,756.0,4.38,4.35,2.78 +106,0.75,Ideal,G,SI1,62.2,55.0,2760.0,5.87,5.8,3.63 +20393,0.31,Good,H,VVS2,63.7,55.0,625.0,4.28,4.32,2.74 +39615,0.3,Ideal,G,VS2,60.8,57.0,491.0,4.33,4.38,2.65 +18015,1.54,Premium,G,SI2,61.6,58.0,7287.0,7.45,7.3,4.57 +51183,0.72,Ideal,I,VS2,62.1,58.0,2347.0,5.74,5.72,3.57 +34826,0.3,Very Good,H,VVS1,63.4,55.0,878.0,4.3,4.28,2.72 +41322,0.52,Ideal,I,VS2,61.5,56.0,1214.0,5.19,5.21,3.2 +7718,0.32,Ideal,H,VS1,61.0,56.0,580.0,4.43,4.45,2.71 +34837,0.3,Premium,H,VVS1,62.6,60.0,878.0,4.26,4.21,2.65 +39032,0.41,Ideal,I,VS2,61.2,56.0,1056.0,4.77,4.81,2.93 +3480,0.73,Ideal,G,VVS2,62.1,56.0,3396.0,5.78,5.81,3.59 +8191,1.2,Ideal,H,SI2,61.1,57.0,4368.0,6.9,6.81,4.19 +11522,1.0,Very Good,E,SI1,63.3,56.0,5026.0,6.31,6.39,4.02 +19471,1.52,Premium,J,VS1,62.4,59.0,8110.0,7.31,7.36,4.58 +20286,1.27,Premium,G,VS2,61.0,60.0,8705.0,6.97,6.93,4.24 +53768,0.7,Ideal,F,VS1,62.0,55.0,2726.0,5.71,5.74,3.55 +27050,0.27,Very Good,E,SI1,60.6,57.0,646.0,4.19,4.25,2.55 +29221,0.34,Ideal,I,IF,61.3,55.0,695.0,4.52,4.55,2.78 +38686,0.3,Ideal,F,VVS1,61.1,55.0,1041.0,4.36,4.38,2.67 +36044,0.45,Fair,F,VS2,67.0,56.0,923.0,4.77,4.7,3.17 +39056,0.39,Good,F,VVS2,57.7,61.0,1058.0,4.91,4.8,2.8 +14055,0.3,Premium,F,VS2,61.1,59.0,605.0,4.29,4.32,2.63 +14656,1.5,Good,J,SI1,64.0,56.0,5914.0,7.21,7.16,4.6 +24498,1.65,Very Good,H,VS1,62.0,58.0,12773.0,7.56,7.66,4.72 +22052,1.5,Fair,E,SI2,66.3,60.0,10080.0,7.09,7.02,4.68 +49062,0.72,Ideal,F,SI2,61.9,57.0,2058.0,5.74,5.79,3.57 +52165,0.76,Ideal,I,SI1,62.3,57.0,2474.0,5.81,5.87,3.64 +48701,0.54,Premium,D,VS2,62.2,56.0,2009.0,5.27,5.21,3.26 +50704,0.53,Ideal,F,VVS2,61.3,56.0,2291.0,5.21,5.24,3.2 +34166,0.33,Ideal,G,VS1,61.4,54.0,854.0,4.48,4.44,2.74 +4342,0.78,Very Good,E,VS1,60.0,56.0,3601.0,6.0,6.03,3.61 +40683,0.5,Very Good,E,SI1,63.4,58.0,1155.0,5.09,5.01,3.2 +41532,0.42,Premium,G,VVS1,62.7,58.0,1235.0,4.79,4.74,2.99 +6934,1.32,Fair,H,I1,65.8,55.0,4140.0,6.87,6.83,4.51 +45268,0.54,Ideal,D,SI1,62.1,56.0,1662.0,5.21,5.25,3.25 +44192,0.51,Premium,D,SI1,60.3,59.0,1569.0,5.2,5.22,3.14 +16642,1.04,Good,F,VS1,63.9,55.0,6653.0,6.49,6.4,4.12 +50545,0.79,Premium,H,SI1,61.8,59.0,2275.0,5.97,5.91,3.67 +4222,0.97,Ideal,F,SI2,62.4,55.0,3569.0,6.38,6.34,3.97 +22317,1.58,Ideal,J,VVS1,61.5,56.0,10357.0,7.48,7.5,4.61 +24126,1.76,Very Good,H,SI1,63.1,59.0,12288.0,7.69,7.59,4.82 +49505,0.55,Ideal,H,IF,61.9,56.0,2120.0,5.26,5.34,3.26 +39839,0.54,Ideal,F,SI2,62.0,54.0,1098.0,5.23,5.28,3.26 +43985,0.26,Ideal,G,SI1,62.2,54.0,394.0,4.11,4.12,2.56 +29478,0.32,Ideal,F,VS1,61.3,56.0,702.0,4.4,4.44,2.71 +7359,1.1,Very Good,J,SI2,61.9,55.0,4217.0,6.59,6.63,4.09 +22617,1.5,Premium,H,VS2,60.6,61.0,10668.0,7.34,7.31,4.44 +52418,0.82,Premium,G,SI2,60.7,61.0,2512.0,6.01,5.98,3.64 +49769,0.5,Premium,F,VVS2,61.9,58.0,2160.0,5.1,5.07,3.15 +5490,0.83,Ideal,F,VS2,61.6,58.0,3841.0,6.04,6.07,3.73 +34806,0.31,Premium,D,VS1,59.6,58.0,877.0,4.41,4.38,2.62 +11544,1.03,Very Good,E,SI1,62.6,58.0,5029.0,6.42,6.49,4.04 +46908,0.54,Ideal,H,VVS1,61.2,57.0,1814.0,5.25,5.21,3.2 +38204,0.43,Premium,H,VS2,61.9,55.0,1016.0,4.95,4.8,3.02 +21251,1.19,Ideal,G,VVS2,60.9,53.0,9403.0,6.88,6.92,4.2 +43777,0.63,Good,I,VS2,56.1,65.0,1440.0,5.73,5.78,3.23 +22490,1.7,Ideal,I,SI1,61.8,55.0,10520.0,7.62,7.57,4.69 +34756,0.41,Premium,H,SI1,60.5,58.0,876.0,4.85,4.81,2.92 +35859,0.4,Ideal,F,VS1,61.3,57.0,917.0,4.74,4.78,2.92 +4992,0.9,Premium,D,SI2,61.0,59.0,3740.0,6.18,6.14,3.76 +42442,0.54,Ideal,G,SI1,62.5,56.0,1314.0,5.2,5.24,3.26 +34697,0.3,Ideal,F,IF,60.9,57.0,873.0,4.35,4.38,2.66 +31442,0.4,Ideal,J,VS2,62.9,57.0,765.0,4.75,4.7,2.97 +14650,1.0,Ideal,F,VVS2,61.3,56.0,5914.0,6.44,6.41,3.94 +18377,0.29,Good,E,VVS2,63.2,60.0,617.0,4.17,4.19,2.64 +804,0.91,Good,I,VS2,64.3,58.0,2863.0,6.05,6.09,3.9 +52501,0.71,Ideal,I,VS1,61.3,57.0,2525.0,5.73,5.75,3.51 +47015,0.56,Ideal,E,VS2,60.7,57.0,1819.0,5.31,5.34,3.23 +5831,0.77,Very Good,F,VVS2,60.6,60.0,3917.0,5.89,5.92,3.58 +43791,0.56,Very Good,F,SI1,63.2,56.0,1441.0,5.29,5.24,3.33 +8477,1.01,Premium,F,SI2,61.6,58.0,4416.0,6.39,6.4,3.94 +52076,0.71,Very Good,I,VVS1,63.0,58.0,2456.0,5.68,5.72,3.59 +24049,0.38,Very Good,D,SI2,62.1,55.0,633.0,4.62,4.65,2.88 +46027,0.57,Ideal,G,VS2,61.8,57.0,1728.0,5.32,5.3,3.28 +20813,1.01,Ideal,F,VVS2,59.6,60.0,9040.0,6.56,6.52,3.9 +15694,0.36,Ideal,I,VVS1,61.6,56.0,607.0,4.58,4.61,2.83 +40437,0.5,Premium,G,SI1,63.0,56.0,1138.0,5.07,5.02,3.18 +8108,1.02,Very Good,H,SI1,62.8,59.0,4348.0,6.33,6.38,3.99 +33025,0.3,Ideal,D,VVS2,61.6,58.0,814.0,4.29,4.32,2.65 +9153,1.0,Ideal,J,VS2,62.4,54.0,4539.0,6.4,6.46,4.01 +9161,1.0,Very Good,D,SI2,64.7,57.0,4541.0,6.29,6.36,4.09 +16520,1.0,Premium,E,VS2,61.8,59.0,6600.0,6.38,6.41,3.95 +6923,0.91,Premium,E,SI1,61.9,61.0,4138.0,6.12,6.1,3.78 +20617,1.52,Good,H,SI1,64.1,59.0,8915.0,7.11,7.18,4.58 +13257,1.06,Very Good,H,VS2,62.4,56.0,5480.0,6.49,6.56,4.07 +24938,1.75,Ideal,I,SI1,61.8,56.0,13393.0,7.67,7.71,4.75 +35190,0.31,Ideal,G,IF,60.2,59.0,891.0,4.37,4.4,2.64 +31380,0.31,Very Good,G,VVS1,59.8,62.0,761.0,4.35,4.41,2.62 +44206,0.61,Ideal,J,VS1,61.1,56.0,1569.0,5.44,5.49,3.33 +29568,0.41,Good,E,SI1,63.2,58.0,705.0,4.68,4.72,2.97 +6922,0.91,Premium,E,SI1,62.4,57.0,4138.0,6.23,6.11,3.85 +51696,0.7,Very Good,H,VS1,60.1,61.0,2400.0,5.74,5.81,3.47 +40326,0.5,Ideal,G,SI2,61.0,57.0,1127.0,5.13,5.15,3.13 +47820,0.53,Very Good,G,VVS1,60.3,54.0,1904.0,5.29,5.33,3.2 +52696,0.7,Ideal,E,VS2,61.9,57.0,2553.0,5.69,5.74,3.54 +11744,1.11,Ideal,I,VS2,62.2,56.0,5073.0,6.69,6.62,4.14 +5100,0.81,Ideal,F,VS2,61.7,57.0,3756.0,5.97,6.02,3.7 +20102,1.22,Premium,F,VS2,62.0,58.0,8576.0,6.86,6.89,4.26 +26572,2.51,Premium,J,SI2,59.3,58.0,16278.0,8.83,8.87,5.25 +8906,0.9,Ideal,I,VS1,60.9,60.0,4492.0,6.2,6.24,3.79 +11949,1.01,Very Good,E,SI1,58.2,59.0,5132.0,6.54,6.59,3.82 +29382,0.31,Premium,E,SI1,62.6,60.0,698.0,4.35,4.31,2.71 +5983,0.72,Very Good,F,VVS2,59.2,63.0,3952.0,5.77,5.86,3.44 +39726,0.4,Ideal,E,VVS2,62.3,54.0,1090.0,4.74,4.76,2.96 +45103,0.6,Ideal,H,VS2,61.1,56.0,1648.0,5.47,5.49,3.35 +39552,0.32,Ideal,G,VVS1,62.4,55.0,1080.0,4.38,4.37,2.73 +47836,0.51,Good,E,VVS2,63.4,64.0,1906.0,5.03,5.07,3.2 +18527,1.07,Premium,D,VS2,62.4,57.0,7550.0,6.59,6.51,4.09 +51341,0.71,Premium,G,SI2,62.0,55.0,2362.0,5.77,5.71,3.56 +33718,0.33,Ideal,H,IF,61.8,54.0,838.0,4.47,4.49,2.77 +5493,0.74,Ideal,F,VVS2,61.4,56.0,3842.0,5.83,5.86,3.59 +19249,1.01,Premium,F,VS1,61.2,59.0,7982.0,6.48,6.42,3.95 +1154,0.77,Ideal,D,SI2,60.2,56.0,2923.0,5.98,6.04,3.62 +45844,0.5,Good,G,VVS2,63.9,58.0,1715.0,5.0,5.05,3.21 +12880,1.16,Premium,G,SI1,63.0,58.0,5366.0,6.7,6.66,4.21 +3721,0.3,Very Good,E,VS1,63.0,57.0,568.0,4.25,4.29,2.69 +23335,2.03,Ideal,H,SI2,61.9,57.0,11379.0,8.14,8.1,5.03 +3616,0.77,Very Good,D,VS2,63.1,57.0,3428.0,5.86,5.83,3.69 +21428,1.5,Ideal,I,VS1,60.5,56.0,9533.0,7.38,7.46,4.49 +47738,0.55,Ideal,F,VS1,60.6,56.0,1890.0,5.33,5.37,3.24 +573,0.61,Ideal,F,VVS2,61.7,55.0,2833.0,5.45,5.48,3.37 +17410,1.02,Very Good,D,VS2,62.7,58.0,6974.0,6.35,6.44,4.01 +10142,1.12,Very Good,I,SI1,61.7,58.1,4724.0,6.6,6.66,4.09 +30876,0.33,Premium,E,SI1,60.4,59.0,743.0,4.47,4.43,2.69 +40248,0.5,Good,F,SI1,63.7,61.0,1125.0,5.02,4.99,3.19 +45391,0.54,Premium,F,VS2,58.2,60.0,1667.0,5.39,5.34,3.12 +51982,0.29,Premium,G,VS1,62.1,59.0,547.0,4.25,4.22,2.63 +43281,0.3,Premium,G,SI2,62.5,59.0,506.0,4.31,4.27,2.68 +27446,2.01,Very Good,G,SI1,59.1,57.0,18077.0,8.16,8.23,4.84 +3340,0.7,Premium,E,VVS2,60.6,60.0,3377.0,5.74,5.72,3.47 +39810,0.57,Premium,I,SI2,62.1,60.0,1097.0,5.32,5.27,3.29 +47808,0.57,Very Good,F,VVS2,63.2,56.0,1902.0,5.28,5.32,3.35 +30135,0.32,Premium,G,VS2,62.5,58.0,720.0,4.38,4.36,2.73 +48362,0.56,Ideal,D,VS2,61.1,56.0,1963.0,5.3,5.33,3.25 +5107,0.72,Ideal,F,VS1,61.5,56.0,3759.0,5.77,5.8,3.56 +4354,1.13,Ideal,H,I1,61.1,56.0,3603.0,6.71,6.77,4.12 +9069,1.01,Ideal,I,SI1,62.3,59.0,4518.0,6.41,6.37,3.98 +37569,0.41,Good,D,VS1,64.2,55.0,989.0,4.72,4.75,3.04 +34287,0.26,Very Good,H,VVS2,62.4,58.0,468.0,4.04,4.07,2.53 +24752,1.79,Premium,I,VS1,62.6,59.0,13104.0,7.72,7.65,4.81 +4960,0.91,Very Good,H,SI1,62.2,60.0,3734.0,6.16,6.22,3.85 +46284,0.55,Premium,F,VS1,61.0,59.0,1755.0,5.26,5.29,3.22 +37522,0.47,Premium,D,SI1,60.6,61.0,987.0,5.04,5.0,3.04 +204,0.7,Good,E,VS2,64.1,59.0,2777.0,5.64,5.59,3.6 +13300,1.05,Good,H,VS2,63.7,58.0,5492.0,6.4,6.45,4.09 +49182,0.72,Premium,I,VVS2,62.0,56.0,2074.0,5.75,5.73,3.56 +23556,1.51,Premium,E,SI1,62.6,55.0,11565.0,7.33,7.25,4.56 +9494,1.05,Premium,H,SI1,61.9,58.0,4608.0,6.45,6.5,4.01 +23704,0.36,Very Good,H,VS1,60.8,59.0,631.0,4.59,4.62,2.8 +3034,0.26,Premium,H,VVS2,59.8,61.0,565.0,4.18,4.15,2.49 +51749,0.7,Very Good,I,VS1,61.4,57.0,2405.0,5.71,5.74,3.52 +21585,1.45,Very Good,I,IF,60.6,61.0,9683.0,7.32,7.41,4.46 +51492,0.71,Premium,F,SI1,61.6,60.0,2381.0,5.79,5.73,3.55 +18861,1.29,Premium,F,SI1,62.5,60.0,7730.0,6.97,6.91,4.34 +51739,0.61,Very Good,G,VVS2,62.4,55.0,2403.0,5.44,5.47,3.4 +7247,1.01,Premium,F,SI2,59.6,59.0,4197.0,6.59,6.52,3.91 +53786,0.89,Good,E,SI2,64.3,65.0,2728.0,6.0,5.95,3.84 +53112,0.81,Very Good,I,VS2,60.4,63.0,2616.0,5.97,5.95,3.6 +42636,0.58,Very Good,H,SI1,63.3,56.0,1332.0,5.34,5.31,3.37 +16057,1.08,Very Good,G,VS2,62.3,58.0,6415.0,6.5,6.54,4.06 +9294,1.06,Very Good,E,SI2,61.7,62.0,4570.0,6.5,6.54,4.02 +46851,0.58,Premium,E,SI1,62.1,58.0,1812.0,5.35,5.31,3.31 +11591,1.07,Premium,F,SI1,61.7,58.0,5042.0,6.54,6.61,4.06 +4905,0.91,Ideal,E,SI2,61.8,53.0,3723.0,6.22,6.3,3.87 +7336,1.01,Good,G,SI2,62.8,61.0,4210.0,6.31,6.37,3.98 +34367,0.41,Premium,F,VS2,61.6,59.0,863.0,4.74,4.77,2.93 +30388,0.33,Ideal,H,VVS1,61.7,55.0,730.0,4.48,4.5,2.77 +49621,0.32,Ideal,F,SI2,62.6,56.0,540.0,4.41,4.37,2.75 +11678,1.12,Premium,I,VS1,62.2,59.0,5058.0,6.66,6.59,4.12 +23270,1.53,Premium,H,VS2,62.2,58.0,11280.0,7.34,7.3,4.55 +1070,0.31,Premium,I,VS2,61.1,58.0,558.0,4.38,4.36,2.67 +33200,0.3,Premium,G,VVS2,62.9,58.0,819.0,4.29,4.26,2.69 +42254,0.47,Good,E,VS1,65.4,56.0,1293.0,4.85,4.9,3.19 +27863,0.31,Ideal,I,IF,62.2,54.0,652.0,4.36,4.39,2.72 +50171,0.56,Premium,F,VVS1,61.1,56.0,2218.0,5.41,5.3,3.27 +11203,1.09,Very Good,I,VS2,62.0,56.0,4959.0,6.57,6.59,4.08 +12548,1.01,Good,D,SI1,58.5,64.0,5271.0,6.4,6.45,3.76 +29138,0.32,Ideal,H,VVS1,62.7,55.0,692.0,4.37,4.4,2.75 +13064,1.16,Fair,H,SI1,65.8,58.0,5411.0,6.54,6.46,4.28 +4111,0.91,Good,E,SI2,63.9,61.0,3538.0,6.03,6.09,3.87 +14212,1.21,Premium,I,SI1,61.6,56.0,5760.0,6.89,6.85,4.23 +27348,1.74,Premium,G,VS1,62.4,58.0,17904.0,7.71,7.61,4.78 +24832,2.01,Premium,J,VS2,61.1,59.0,13228.0,8.07,8.04,4.92 +7865,1.0,Good,E,SI2,62.1,61.0,4307.0,6.36,6.4,3.96 +3016,0.53,Very Good,D,VVS1,61.2,55.0,3307.0,5.21,5.26,3.21 +40797,0.5,Good,D,SI1,63.5,57.0,1169.0,5.05,5.09,3.22 +32972,0.37,Very Good,E,VS2,61.8,59.0,811.0,4.56,4.6,2.83 +51399,0.74,Good,H,VS2,57.5,57.0,2369.0,5.94,6.01,3.44 +16537,1.01,Premium,E,VS2,62.9,59.0,6606.0,6.36,6.3,3.98 +6387,0.25,Good,E,VVS2,63.1,56.0,576.0,4.0,4.05,2.54 +26756,2.01,Ideal,I,SI1,61.4,57.0,16562.0,8.13,8.19,5.01 +24850,1.63,Very Good,G,VS2,62.5,57.0,13253.0,7.46,7.49,4.67 +26895,2.18,Very Good,G,SI2,63.1,58.0,16878.0,8.29,8.23,5.21 +10324,1.07,Premium,H,SI1,60.7,60.0,4764.0,6.64,6.61,4.02 +16284,3.0,Very Good,H,I1,63.1,55.0,6512.0,9.23,9.1,5.77 +47684,0.51,Premium,E,VVS2,62.0,62.0,1882.0,5.09,5.04,3.14 +50796,0.71,Good,I,VS1,63.3,56.0,2306.0,5.65,5.69,3.59 +33717,0.33,Ideal,H,IF,62.1,54.0,838.0,4.44,4.48,2.77 +43413,0.53,Premium,H,VS2,61.4,52.0,1412.0,5.29,5.26,3.24 +23141,1.51,Very Good,G,VS2,59.3,58.0,11161.0,7.32,7.49,4.39 +7477,1.07,Ideal,J,SI1,62.0,56.0,4235.0,6.53,6.57,4.06 +45618,0.55,Very Good,D,SI1,61.2,58.0,1692.0,5.24,5.29,3.22 +45740,0.53,Ideal,E,VS1,60.9,57.0,1700.0,5.19,5.25,3.18 +15430,1.2,Very Good,H,VS1,62.0,57.0,6177.0,6.77,6.81,4.21 +21734,1.64,Ideal,E,SI1,60.7,55.0,9801.0,7.67,7.64,4.65 +14132,1.1,Premium,H,VS2,62.5,58.0,5729.0,6.59,6.54,4.1 +7232,1.01,Very Good,J,SI1,63.0,54.0,4194.0,6.35,6.41,4.02 +18970,1.21,Ideal,G,VS2,62.0,56.0,7806.0,6.87,6.77,4.23 +981,0.71,Very Good,G,VS2,60.9,56.0,2895.0,5.75,5.78,3.51 +1735,0.32,Good,E,SI1,63.4,55.0,561.0,4.35,4.36,2.76 +20469,1.52,Premium,E,SI2,62.0,62.0,8810.0,7.2,7.13,4.44 +53848,0.71,Ideal,H,VVS1,60.8,56.0,2741.0,5.75,5.83,3.52 +6712,0.27,Very Good,E,VS1,60.6,59.0,413.0,4.19,4.22,2.55 +53660,0.73,Ideal,D,SI2,62.4,56.0,2707.0,5.77,5.74,3.59 +21831,1.6,Very Good,E,SI2,62.0,57.0,9900.0,7.47,7.54,4.65 +31337,0.44,Premium,H,SI2,58.4,60.0,759.0,5.05,4.99,2.93 +20265,1.19,Very Good,G,VVS2,61.8,59.0,8689.0,6.75,6.77,4.18 +48991,0.72,Ideal,I,VS1,61.0,57.0,2048.0,5.76,5.83,3.56 +48318,0.34,Very Good,G,SI1,61.2,54.0,536.0,4.53,4.56,2.78 +41604,0.3,Very Good,H,SI1,58.7,63.0,393.0,4.32,4.37,2.55 +15009,1.26,Ideal,G,SI2,60.9,55.0,6046.0,7.05,7.0,4.28 +21935,1.51,Premium,I,VS2,59.9,60.0,10010.0,7.42,7.36,4.43 +19046,0.33,Premium,G,VS1,60.3,58.0,621.0,4.5,4.52,2.72 +51476,0.78,Premium,I,SI1,60.8,60.0,2377.0,5.97,5.94,3.62 +14982,1.03,Very Good,G,VS2,62.3,57.0,6036.0,6.43,6.51,4.03 +16218,1.33,Very Good,H,SI2,62.5,58.0,6482.0,7.04,6.97,4.38 +35824,0.31,Ideal,F,IF,62.2,54.0,914.0,4.37,4.41,2.73 +51270,0.72,Very Good,I,VS2,61.6,59.0,2359.0,5.71,5.75,3.53 +29872,0.3,Premium,E,VS1,61.8,58.0,710.0,4.31,4.33,2.67 +3383,0.31,Very Good,I,SI1,61.4,61.0,408.0,4.34,4.39,2.68 +20919,1.49,Ideal,H,SI1,62.4,56.0,9132.0,7.28,7.24,4.53 +16680,1.01,Good,E,VS2,63.4,60.0,6666.0,6.31,6.37,4.02 +39322,0.37,Ideal,D,VVS2,61.6,56.0,1071.0,4.61,4.65,2.85 +14680,1.09,Ideal,F,SI1,62.0,56.0,5922.0,6.61,6.56,4.08 +48485,0.55,Ideal,F,VS1,62.0,55.0,1980.0,5.29,5.26,3.27 +25269,2.06,Premium,G,SI2,60.7,58.0,13908.0,8.18,8.25,4.99 +47213,0.59,Ideal,E,VS2,62.2,58.0,1838.0,5.35,5.39,3.34 +3589,1.0,Fair,J,VS2,65.3,61.0,3422.0,6.33,6.13,4.03 +14454,1.05,Ideal,H,VS2,61.7,57.0,5833.0,6.55,6.52,4.03 +38669,0.33,Premium,F,VVS2,62.5,59.0,1040.0,4.47,4.4,2.77 +14901,1.02,Premium,D,SI1,62.3,59.0,5998.0,6.42,6.38,3.99 +31891,0.3,Ideal,G,VS1,61.4,55.0,776.0,4.36,4.31,2.66 +8577,1.0,Premium,E,SI1,60.3,62.0,4435.0,6.52,6.43,3.91 +920,0.72,Fair,F,VS1,56.9,69.0,2879.0,5.93,5.77,3.33 +15845,0.81,Ideal,F,IF,61.5,55.0,6338.0,5.98,6.05,3.7 +4669,1.01,Fair,G,SI1,66.1,56.0,3671.0,6.26,6.2,4.12 +17263,1.0,Very Good,F,VS1,60.1,63.0,6910.0,6.42,6.45,3.87 +50751,0.7,Very Good,E,SI2,61.5,56.0,2298.0,5.71,5.73,3.52 +28763,0.31,Ideal,F,VS1,60.6,56.0,680.0,4.39,4.42,2.67 +11740,1.22,Very Good,I,SI2,62.9,56.0,5072.0,6.79,6.84,4.29 +9846,0.92,Very Good,D,SI1,62.9,56.0,4676.0,6.18,6.22,3.9 +48724,0.52,Premium,G,VVS2,61.1,59.0,2012.0,5.2,5.15,3.16 +38232,0.5,Good,H,SI1,64.5,58.0,1017.0,4.97,4.99,3.21 +29515,0.32,Very Good,E,VS2,62.0,54.0,702.0,4.37,4.41,2.72 +12373,0.4,Ideal,F,SI2,62.0,57.0,597.0,4.7,4.72,2.92 +4508,0.9,Very Good,D,SI2,59.8,53.0,3632.0,6.2,6.25,3.72 +28786,0.37,Very Good,D,SI1,62.2,58.0,681.0,4.58,4.62,2.86 +40839,0.5,Premium,H,SI1,62.9,58.0,1172.0,5.04,5.01,3.16 +30368,0.36,Ideal,I,VS1,62.1,57.0,729.0,4.58,4.54,2.83 +48323,0.23,Ideal,G,IF,61.8,56.0,536.0,3.92,3.94,2.43 +13805,1.21,Ideal,I,SI1,62.4,57.0,5624.0,6.84,6.78,4.25 +43205,0.42,Ideal,D,VS1,61.4,56.0,1395.0,4.84,4.86,2.98 +13161,1.01,Good,D,SI1,61.8,60.0,5443.0,6.35,6.37,3.93 +47036,0.55,Ideal,F,VS2,61.1,56.0,1819.0,5.31,5.27,3.23 +1660,0.9,Good,H,SI2,63.1,55.0,3024.0,6.08,6.13,3.85 +1433,0.7,Ideal,E,VS1,60.5,56.0,2973.0,5.74,5.79,3.49 +36355,0.34,Ideal,F,VS2,60.7,56.0,938.0,4.56,4.53,2.76 +26379,2.24,Ideal,I,SI2,62.1,57.0,15852.0,8.31,8.4,5.19 +16645,1.1,Ideal,G,VS2,62.0,56.0,6653.0,6.68,6.6,4.12 +49590,0.56,Ideal,H,IF,61.3,56.0,2135.0,5.32,5.35,3.27 +33861,0.3,Premium,E,VS2,59.9,59.0,844.0,4.38,4.33,2.61 +18533,1.51,Premium,J,VS2,62.3,59.0,7553.0,7.35,7.31,4.57 +28020,0.3,Ideal,E,VS2,62.3,57.0,658.0,4.29,4.32,2.68 +38933,0.4,Ideal,E,VS1,62.3,56.0,1053.0,4.71,4.73,2.94 +2640,0.91,Good,H,SI1,63.7,60.0,3229.0,6.16,6.09,3.9 +13219,1.14,Premium,H,SI1,61.9,58.0,5458.0,6.71,6.67,4.14 +26764,2.01,Good,E,SI2,60.0,64.0,16582.0,8.09,8.17,4.88 +44061,0.55,Very Good,E,SI1,61.0,61.0,1551.0,5.25,5.3,3.22 +21149,1.35,Very Good,G,VS2,62.8,59.0,9302.0,7.01,7.04,4.41 +26783,1.52,Premium,E,VS1,59.9,60.0,16628.0,7.39,7.47,4.45 +21364,0.3,Very Good,H,VVS1,62.3,56.0,626.0,4.26,4.31,2.67 +8778,1.04,Ideal,J,SI1,62.0,53.0,4469.0,6.51,6.55,4.05 +21252,1.56,Ideal,J,VS1,61.9,55.0,9404.0,7.44,7.46,4.61 +15243,1.22,Premium,E,SI2,61.5,58.0,6121.0,6.86,6.84,4.21 +7323,1.01,Good,H,VS2,63.9,58.0,4208.0,6.26,6.22,3.99 +27150,1.97,Very Good,H,VS2,62.9,59.0,17377.0,7.9,8.01,5.0 +13758,2.22,Fair,J,I1,66.7,56.0,5607.0,8.04,8.02,5.36 +14341,1.0,Premium,G,VS2,62.1,57.0,5806.0,6.43,6.39,3.98 +32807,0.34,Premium,D,VS2,62.1,58.0,805.0,4.45,4.5,2.78 +44652,0.28,Ideal,G,VVS1,62.7,55.0,522.0,4.16,4.2,2.62 +30860,0.33,Ideal,G,VS2,62.2,56.0,743.0,4.47,4.44,2.77 +20115,1.2,Premium,F,VS1,62.3,58.0,8580.0,6.78,6.71,4.2 +35771,0.4,Very Good,E,VS2,62.9,55.0,912.0,4.72,4.73,2.97 +14411,1.07,Ideal,H,VS2,62.0,57.0,5820.0,6.55,6.58,4.07 +52487,0.71,Ideal,H,VS2,61.4,57.0,2522.0,5.71,5.75,3.52 +51357,0.71,Premium,H,SI1,62.9,58.0,2364.0,5.66,5.62,3.55 +296,0.74,Ideal,H,VS1,61.6,56.0,2797.0,5.81,5.82,3.58 +38301,0.37,Ideal,J,VS1,62.6,57.0,487.0,4.54,4.57,2.85 +31316,0.32,Premium,D,VS2,61.7,58.0,758.0,4.34,4.38,2.69 +43387,0.55,Very Good,F,SI1,59.5,61.0,1410.0,5.28,5.41,3.18 +37861,0.44,Ideal,E,VS2,61.9,55.0,1003.0,4.86,4.89,3.02 +14131,1.1,Very Good,H,VS2,63.1,57.0,5729.0,6.6,6.52,4.14 +22494,2.0,Good,D,SI2,63.8,57.0,10528.0,7.93,7.88,5.04 +16087,1.08,Ideal,H,SI1,60.5,57.0,6426.0,6.63,6.67,4.02 +46636,0.3,Good,E,SI1,63.7,59.0,526.0,4.21,4.27,2.7 +30919,0.34,Ideal,E,VS2,62.4,54.0,745.0,4.48,4.49,2.8 +47263,0.7,Good,J,VS2,63.2,61.0,1843.0,5.59,5.62,3.54 +40529,0.54,Ideal,I,VS1,61.5,56.0,1147.0,5.24,5.26,3.23 +6323,1.0,Good,H,VS2,63.8,59.0,4028.0,6.28,6.26,4.0 +944,0.7,Premium,E,VS1,62.6,59.0,2887.0,5.66,5.69,3.55 +47283,0.3,Good,I,SI1,63.3,59.0,394.0,4.22,4.25,2.68 +41846,0.41,Very Good,F,IF,63.3,56.0,1255.0,4.69,4.75,2.99 +7504,1.05,Premium,G,SI2,61.3,58.0,4241.0,6.55,6.6,4.03 +28228,0.33,Premium,G,VS1,60.5,58.0,666.0,4.43,4.49,2.7 +31134,0.31,Ideal,E,VVS2,59.9,62.0,755.0,4.4,4.41,2.64 +12940,1.09,Premium,F,SI1,62.7,58.0,5384.0,6.56,6.51,4.1 +21027,1.51,Good,I,SI1,63.9,59.0,9234.0,7.26,7.18,4.61 +29060,0.4,Good,F,SI1,63.3,58.0,687.0,4.69,4.72,2.98 +47882,0.61,Ideal,H,VVS2,60.2,57.0,1911.0,5.53,5.47,3.31 +39731,0.45,Premium,E,SI1,62.8,58.0,1091.0,4.88,4.84,3.05 +42721,0.54,Premium,G,SI1,61.1,60.0,1340.0,5.24,5.2,3.19 +21096,1.19,Premium,E,VS1,59.8,58.0,9263.0,7.01,6.94,4.17 +26643,2.0,Good,D,SI2,60.3,56.0,16425.0,8.08,8.11,4.88 +24705,0.32,Ideal,E,VS2,61.7,56.0,639.0,4.39,4.43,2.72 +20279,1.2,Ideal,G,VS1,62.4,57.0,8701.0,6.8,6.78,4.24 +37749,0.43,Very Good,I,IF,61.0,56.0,998.0,4.9,4.93,3.0 +40588,0.41,Ideal,E,VS1,61.4,57.0,1153.0,4.82,4.79,2.95 +14296,1.21,Good,E,SI2,64.0,62.0,5787.0,6.65,6.59,4.24 +45773,0.53,Ideal,E,VS2,60.8,55.0,1707.0,5.26,5.3,3.21 +26916,2.53,Premium,J,SI2,62.6,57.0,16934.0,8.77,8.67,5.46 +34328,0.48,Ideal,J,VS1,62.2,54.0,861.0,5.01,5.06,3.13 +43783,0.57,Ideal,G,SI1,62.1,55.0,1441.0,5.32,5.34,3.31 +38589,0.51,Premium,F,SI2,62.8,60.0,1036.0,5.1,5.03,3.18 +26900,2.05,Premium,I,VS2,60.8,58.0,16896.0,8.26,8.19,5.0 +32391,0.4,Very Good,E,VS2,60.4,63.0,791.0,4.68,4.72,2.84 +35384,0.41,Very Good,G,VS1,60.7,58.0,899.0,4.79,4.83,2.92 +17302,1.01,Good,F,VVS2,63.6,60.0,6932.0,6.31,6.36,4.03 +23601,1.61,Very Good,H,VS2,59.4,58.0,11627.0,7.64,7.74,4.57 +20015,0.32,Premium,I,SI1,61.1,59.0,421.0,4.38,4.42,2.69 +50591,0.71,Good,F,SI2,64.5,55.6,2282.0,5.58,5.61,3.6 +20373,0.31,Good,F,VS2,63.4,56.0,625.0,4.31,4.34,2.74 +15566,1.06,Ideal,G,VS2,61.8,57.0,6240.0,6.56,6.52,4.04 +27411,2.18,Premium,G,SI2,61.9,60.0,18003.0,8.29,8.24,5.12 +24627,1.52,Ideal,G,VS2,61.1,57.0,12958.0,7.45,7.39,4.53 +10912,1.04,Premium,H,SI1,62.6,59.0,4890.0,6.43,6.47,4.04 +5317,0.9,Ideal,I,VS2,61.3,56.0,3805.0,6.24,6.2,3.81 +47170,0.52,Premium,G,VVS2,61.0,58.0,1835.0,5.21,5.15,3.16 +3371,0.3,Ideal,I,VS2,62.4,55.0,407.0,4.32,4.34,2.7 +31474,0.34,Premium,H,VS1,60.8,59.0,765.0,4.53,4.48,2.74 +6458,0.91,Premium,D,SI2,61.1,60.0,4051.0,6.29,6.24,3.83 +1484,0.7,Ideal,G,VS1,61.3,59.0,2987.0,5.68,5.7,3.49 +47458,0.53,Ideal,D,VS2,60.6,57.0,1857.0,5.24,5.28,3.19 +41543,0.5,Good,D,SI1,63.7,57.0,1235.0,5.01,4.94,3.17 +47606,0.51,Ideal,H,IF,62.0,54.0,1879.0,5.14,5.18,3.2 +3121,0.7,Ideal,H,VVS2,61.0,56.0,3325.0,5.75,5.78,3.52 +34155,0.33,Ideal,G,VS1,62.3,54.0,854.0,4.48,4.45,2.78 +49737,0.48,Ideal,F,IF,62.1,55.0,2154.0,5.0,5.05,3.12 +44669,0.32,Ideal,H,VS2,61.3,56.0,523.0,4.42,4.45,2.72 +26805,2.4,Ideal,J,SI1,62.7,57.0,16687.0,8.6,8.5,5.36 +26447,2.02,Very Good,F,SI1,62.8,59.0,15987.0,7.9,7.98,4.99 +15164,1.24,Ideal,H,SI1,62.5,56.0,6095.0,6.92,6.88,4.31 +17283,1.5,Fair,E,SI2,64.8,55.0,6922.0,7.26,7.15,4.67 +34125,0.35,Ideal,F,VS1,62.4,55.0,853.0,4.52,4.49,2.81 +53183,0.71,Good,E,SI1,65.9,57.0,2631.0,5.51,5.57,3.65 +24717,0.3,Very Good,E,VS1,58.4,62.0,640.0,4.37,4.43,2.57 +16861,1.0,Premium,G,VS1,62.4,59.0,6727.0,6.4,6.35,3.98 +6422,0.8,Ideal,F,VS2,62.1,56.0,4043.0,5.93,5.98,3.7 +33627,0.33,Very Good,E,SI2,60.0,59.0,463.0,4.47,4.49,2.69 +13630,1.06,Ideal,I,VS1,62.0,55.0,5577.0,6.55,6.58,4.07 +30095,0.32,Premium,H,VS1,61.7,61.0,720.0,4.43,4.38,2.72 +38922,0.33,Ideal,G,IF,61.9,54.0,1052.0,4.46,4.42,2.75 +26732,2.05,Premium,G,SI2,60.1,59.0,16506.0,8.3,8.2,4.96 +8820,1.01,Very Good,H,VS2,61.9,62.0,4477.0,6.37,6.45,3.97 +39176,0.35,Ideal,D,VS2,60.6,56.0,1063.0,4.57,4.54,2.76 +17083,1.05,Ideal,F,VS2,61.6,54.0,6810.0,6.54,6.58,4.04 +52502,0.71,Ideal,I,VS1,60.9,55.0,2525.0,5.8,5.81,3.53 +39600,0.34,Ideal,E,VVS1,62.0,56.0,1084.0,4.52,4.48,2.79 +8561,0.9,Ideal,D,SI1,61.9,55.0,4435.0,6.22,6.18,3.84 +39386,0.47,Fair,E,VS2,56.3,64.0,1075.0,5.19,5.14,2.91 +50421,0.55,Ideal,F,VVS2,60.7,56.0,2259.0,5.31,5.34,3.23 +36880,0.5,Ideal,H,SI2,62.9,57.0,958.0,5.04,5.01,3.16 +8883,1.04,Very Good,E,SI2,60.9,59.0,4486.0,6.58,6.62,4.02 +14833,1.07,Premium,F,VS2,61.6,60.0,5974.0,6.56,6.53,4.03 +5934,1.01,Premium,I,SI1,61.6,58.0,3944.0,6.45,6.51,3.99 +28935,0.3,Premium,G,VVS2,60.8,58.0,684.0,4.34,4.38,2.65 +8496,0.92,Premium,F,SI1,62.1,60.0,4420.0,6.22,6.21,3.86 +43957,0.31,Ideal,F,SI1,60.5,57.0,516.0,4.4,4.43,2.67 +22590,1.02,Very Good,E,VVS1,60.2,60.0,10641.0,6.39,6.54,3.89 +41836,0.62,Premium,J,VS2,61.2,59.0,1253.0,5.52,5.42,3.35 +979,0.81,Ideal,G,SI2,62.2,57.0,2894.0,5.96,6.0,3.72 +18530,1.08,Ideal,G,VS1,61.0,56.0,7553.0,6.62,6.65,4.05 +46341,0.5,Good,D,VS2,63.7,56.0,1758.0,5.09,5.05,3.23 +48629,0.77,Very Good,J,SI2,61.2,56.0,2001.0,5.91,5.96,3.63 +21987,1.11,Ideal,G,IF,61.2,54.0,10053.0,6.71,6.73,4.11 +52871,0.73,Ideal,E,SI2,60.9,57.0,2581.0,5.83,5.8,3.54 +6645,1.17,Premium,F,SI2,59.9,59.0,4092.0,6.82,6.86,4.1 +4001,0.53,Ideal,D,IF,61.5,54.0,3517.0,5.27,5.21,3.22 +10242,1.13,Premium,H,SI2,62.7,55.0,4746.0,6.69,6.61,4.17 +7172,0.9,Fair,F,VS1,66.2,55.0,4183.0,6.11,5.97,4.0 +44860,0.61,Ideal,I,VS2,62.0,57.0,1627.0,5.43,5.46,3.37 +48096,0.51,Ideal,G,VVS1,60.4,57.0,1933.0,5.2,5.22,3.15 +10759,1.01,Premium,G,VS1,59.5,60.0,4853.0,6.49,6.48,3.86 +31942,0.3,Ideal,F,VS2,61.3,55.0,776.0,4.32,4.3,2.64 +49488,0.58,Ideal,F,VS1,60.6,55.0,2117.0,5.41,5.48,3.3 +7419,1.02,Fair,F,SI1,61.8,50.0,4227.0,6.59,6.51,4.05 +34832,0.3,Very Good,H,VVS1,63.3,60.0,878.0,4.25,4.22,2.68 +9275,1.04,Very Good,H,SI1,62.8,57.0,4564.0,6.44,6.48,4.06 +45351,0.59,Ideal,E,SI1,61.4,56.0,1664.0,5.36,5.39,3.3 +21192,1.5,Very Good,I,VS2,59.4,61.0,9342.0,7.41,7.45,4.41 +9136,1.1,Premium,H,SI2,62.2,58.0,4537.0,6.6,6.69,4.13 +18595,1.03,Ideal,G,VS1,60.8,57.0,7587.0,6.55,6.57,3.99 +44462,0.55,Premium,I,VVS1,61.3,59.0,1593.0,5.27,5.3,3.24 +37881,0.4,Very Good,G,VS1,63.4,56.0,1005.0,4.72,4.68,2.98 +8688,1.03,Ideal,I,SI1,60.7,60.0,4458.0,6.5,6.55,3.96 +13264,1.11,Premium,F,SI1,60.1,61.0,5483.0,6.74,6.64,4.06 +40451,0.51,Very Good,I,VS2,63.3,56.0,1140.0,5.02,5.06,3.19 +24443,1.57,Very Good,D,SI1,58.9,58.0,12697.0,7.57,7.63,4.48 +34241,0.4,Premium,D,SI2,62.4,58.0,855.0,4.73,4.69,2.94 +41603,0.27,Ideal,H,SI1,61.6,57.0,393.0,4.13,4.15,2.55 +44094,0.59,Very Good,G,SI1,59.3,58.0,1555.0,5.45,5.51,3.25 +518,0.77,Ideal,I,VVS2,62.1,57.0,2824.0,5.84,5.86,3.63 +5132,1.0,Good,E,SI2,57.7,65.0,3763.0,6.59,6.55,3.79 +6901,0.9,Very Good,G,VS2,63.4,59.0,4135.0,6.08,6.13,3.87 +36069,0.4,Very Good,D,SI1,63.3,57.0,924.0,4.71,4.68,2.97 +21326,1.51,Premium,F,SI2,59.9,58.0,9471.0,7.53,7.46,4.49 +38106,0.36,Premium,E,VS2,60.3,62.0,1013.0,4.59,4.56,2.76 +28075,0.3,Very Good,D,VS1,59.4,60.0,661.0,4.34,4.38,2.59 +20609,1.2,Premium,G,VS1,62.0,58.0,8911.0,6.76,6.73,4.18 +52326,0.7,Good,E,SI1,63.2,57.0,2496.0,5.61,5.63,3.55 +5312,0.9,Premium,E,SI2,60.1,62.0,3804.0,6.28,6.24,3.76 +46464,0.57,Premium,D,VS2,60.4,57.0,1775.0,5.38,5.35,3.24 +9094,1.2,Premium,G,SI2,61.8,60.0,4524.0,6.85,6.78,4.21 +42886,0.58,Ideal,E,SI2,62.4,58.0,1359.0,5.32,5.35,3.33 +19326,1.51,Ideal,J,VS2,61.1,57.0,8033.0,7.36,7.3,4.48 +47260,0.7,Premium,J,VS2,61.2,60.0,1843.0,5.7,5.73,3.5 +51122,0.71,Very Good,H,SI2,62.2,55.1,2339.0,5.7,5.72,3.55 +40277,0.31,Ideal,G,SI1,61.2,56.0,493.0,4.37,4.39,2.68 +49567,0.72,Ideal,H,SI2,61.5,56.0,2131.0,5.8,5.75,3.55 +37959,0.41,Premium,G,VVS2,61.4,58.0,1007.0,4.75,4.8,2.93 +13502,1.21,Premium,I,VS1,61.2,59.0,5540.0,6.86,6.84,4.19 +10790,1.0,Fair,H,VS2,64.8,62.0,4861.0,6.22,6.13,4.0 +47858,0.74,Very Good,F,SI2,63.1,58.0,1909.0,5.76,5.72,3.62 +35535,0.36,Good,F,VS1,63.9,54.0,905.0,4.52,4.5,2.88 +8529,1.0,Good,D,SI2,58.1,65.0,4427.0,6.54,6.48,3.78 +28237,0.33,Ideal,F,VS2,62.3,56.0,666.0,4.43,4.46,2.77 +13006,1.27,Ideal,F,SI2,62.0,55.0,5405.0,6.95,6.9,4.3 +41320,0.5,Good,F,SI2,62.0,54.7,1214.0,5.09,5.12,3.16 +4583,1.0,Good,G,SI2,57.8,64.0,3651.0,6.55,6.5,3.77 +47099,0.57,Very Good,E,VS2,59.5,56.0,1826.0,5.45,5.47,3.25 +25160,1.54,Premium,G,VS1,61.9,59.0,13733.0,7.37,7.34,4.55 +44610,0.53,Ideal,E,SI1,60.6,57.0,1607.0,5.27,5.23,3.18 +2238,0.8,Very Good,E,SI1,62.9,60.0,3146.0,5.87,5.89,3.7 +4688,0.81,Premium,E,VS2,61.5,58.0,3674.0,5.99,5.94,3.97 +4728,0.33,Very Good,I,SI1,63.2,58.0,572.0,4.38,4.36,2.76 +37721,0.34,Ideal,G,VVS2,62.6,54.0,995.0,4.47,4.44,2.79 +13591,1.01,Premium,F,SI1,60.6,58.0,5559.0,6.54,6.49,3.95 +43248,0.42,Ideal,G,IF,60.4,55.0,1400.0,4.85,4.86,2.93 +9777,0.91,Premium,D,SI1,59.0,61.0,4663.0,6.35,6.29,3.73 +24526,2.01,Ideal,J,SI2,62.1,56.0,12814.0,8.06,8.13,5.03 +25203,2.26,Very Good,H,SI2,63.1,58.0,13797.0,8.3,8.22,5.21 +42343,0.42,Ideal,I,VVS2,61.2,57.0,1299.0,4.83,4.87,2.97 +2618,0.9,Very Good,J,SI1,63.6,57.0,3225.0,6.07,6.1,3.87 +19574,1.51,Ideal,J,VS2,61.5,56.0,8203.0,7.37,7.4,4.54 +3570,0.75,Ideal,E,SI1,61.4,56.0,3419.0,5.83,5.89,3.6 +48719,0.56,Premium,D,VS2,61.5,58.0,2011.0,5.33,5.28,3.26 +416,0.43,Very Good,E,I1,58.4,62.0,555.0,4.94,5.0,2.9 +7249,1.06,Very Good,I,SI1,62.7,56.0,4197.0,6.46,6.5,4.06 +43889,0.52,Ideal,I,VVS1,60.1,56.0,1454.0,5.24,5.27,3.16 +33354,0.41,Ideal,G,VS2,59.8,57.0,827.0,4.81,4.85,2.89 +49568,0.62,Good,F,VVS2,59.9,62.0,2131.0,5.51,5.53,3.3 +39397,0.41,Ideal,G,VVS2,61.3,56.0,1076.0,4.79,4.77,2.93 +37227,0.4,Ideal,E,VS2,62.2,56.0,975.0,4.74,4.72,2.94 +16933,1.28,Premium,I,VS2,61.7,60.0,6762.0,7.05,6.95,4.32 +46260,0.57,Ideal,F,VS2,61.7,57.0,1754.0,5.33,5.36,3.3 +24344,1.79,Very Good,I,VS2,60.5,56.0,12610.0,7.87,7.9,4.77 +42063,0.55,Very Good,F,SI1,63.6,57.0,1271.0,5.17,5.21,3.3 +47602,0.7,Good,F,SI1,64.3,62.0,1878.0,5.55,5.49,3.55 +45564,0.52,Ideal,E,VS2,61.8,55.0,1689.0,5.17,5.19,3.2 +11182,1.34,Premium,G,SI2,60.1,61.0,4953.0,7.11,7.06,4.26 +49232,0.54,Ideal,F,VS1,61.1,55.0,2083.0,5.26,5.32,3.23 +44800,0.5,Very Good,E,VS2,62.7,54.0,1624.0,5.07,5.1,3.19 +43344,0.51,Ideal,F,SI1,62.9,56.0,1406.0,5.1,5.05,3.19 +25682,0.31,Ideal,F,VS1,61.0,56.0,642.0,4.38,4.4,2.68 +39123,0.41,Premium,G,VS2,61.4,59.0,1061.0,4.79,4.75,2.93 +39030,0.39,Ideal,E,VVS2,61.7,56.0,1056.0,4.73,4.75,2.92 +3608,0.72,Ideal,E,VS2,61.7,55.0,3427.0,5.8,5.77,3.57 +6388,0.25,Ideal,E,VVS2,61.6,57.0,576.0,4.08,4.1,2.52 +36172,0.32,Ideal,F,IF,61.9,54.0,929.0,4.43,4.46,2.75 +50876,0.55,Very Good,G,IF,60.2,60.0,2314.0,5.29,5.38,3.21 +47536,0.51,Very Good,G,VVS1,63.2,59.0,1871.0,5.04,5.09,3.2 +47596,0.53,Ideal,D,VS2,60.9,57.0,1877.0,5.24,5.17,3.17 +8392,0.32,Very Good,E,SI1,62.3,55.0,584.0,4.36,4.38,2.72 +15458,1.0,Good,D,VS2,62.8,61.0,6189.0,6.31,6.34,3.97 +36225,0.36,Premium,E,VS1,61.5,59.0,933.0,4.6,4.57,2.82 +36767,0.3,Ideal,E,VVS1,60.1,57.0,956.0,4.41,4.38,2.64 +33509,0.4,Very Good,J,IF,62.7,60.0,828.0,4.64,4.7,2.93 +12576,1.13,Very Good,G,SI1,60.9,60.0,5280.0,6.67,6.76,4.09 +7832,1.01,Premium,E,SI1,61.6,59.0,4299.0,6.44,6.42,3.96 +26136,1.61,Ideal,F,VS2,62.9,56.0,15426.0,7.52,7.46,4.71 +32095,0.33,Ideal,E,VS1,62.6,57.0,781.0,4.4,4.42,2.76 +4983,1.03,Ideal,J,SI1,62.3,57.0,3738.0,6.48,6.43,4.02 +53289,0.3,Very Good,D,SI1,61.0,60.0,552.0,4.3,4.35,2.64 +53512,0.71,Premium,F,VS2,61.9,59.0,2686.0,5.75,5.72,3.55 +24117,2.01,Very Good,G,SI2,63.3,56.0,12271.0,8.06,8.01,5.08 +11142,1.05,Premium,E,SI2,62.3,56.0,4939.0,6.54,6.47,4.05 +6054,0.32,Premium,I,VS2,61.1,57.0,576.0,4.42,4.39,2.69 +49662,0.71,Very Good,H,SI1,64.0,58.0,2141.0,5.57,5.61,3.58 +21263,1.03,Ideal,F,VVS2,62.0,56.0,9413.0,6.48,6.45,4.01 +6586,1.09,Very Good,I,SI2,63.8,57.0,4078.0,6.5,6.55,4.16 +12587,1.23,Premium,D,SI2,58.9,58.0,5283.0,6.99,6.97,4.11 +39503,0.36,Ideal,G,VVS1,60.9,57.0,1080.0,4.63,4.57,2.8 +40289,0.27,Ideal,H,VVS2,61.9,55.0,496.0,4.14,4.16,2.57 +42880,0.53,Ideal,F,SI1,60.3,57.0,1359.0,5.21,5.24,3.15 +6004,1.01,Premium,I,SI1,62.7,59.0,3959.0,6.43,6.36,4.01 +38132,0.3,Premium,G,VVS1,61.9,59.0,1013.0,4.31,4.28,2.66 +41290,0.5,Good,D,SI1,63.9,56.0,1210.0,5.02,4.93,3.18 +44522,0.51,Very Good,F,VS2,60.6,60.0,1601.0,5.18,5.22,3.15 +48249,0.7,Very Good,J,VS2,61.1,61.0,1952.0,5.64,5.69,3.46 +22031,0.34,Ideal,H,SI1,62.6,56.0,628.0,4.48,4.46,2.8 +15093,1.01,Premium,F,VS1,62.6,58.0,6066.0,6.37,6.48,4.02 +30659,0.37,Ideal,E,VS2,61.0,56.0,737.0,4.62,4.66,2.83 +31703,0.36,Premium,F,SI1,61.1,59.0,770.0,4.62,4.58,2.81 +36379,0.34,Ideal,F,IF,62.2,55.0,941.0,4.47,4.5,2.79 +47688,0.56,Premium,E,VS2,61.0,62.0,1882.0,5.36,5.28,3.24 +26518,1.74,Very Good,G,VS2,62.9,57.0,16169.0,7.64,7.68,4.82 +23176,2.0,Fair,J,SI1,66.4,55.0,11189.0,7.82,7.67,5.15 +26436,2.21,Premium,G,SI2,60.7,62.0,15970.0,8.48,8.42,5.13 +22307,1.04,Premium,E,VVS1,62.5,59.0,10350.0,6.41,6.46,4.02 +2293,0.9,Fair,F,SI1,66.0,57.0,3160.0,6.06,6.0,3.98 +21537,1.51,Very Good,I,VS1,61.8,63.0,9640.0,7.34,7.28,4.52 +52028,0.76,Good,G,SI1,57.7,63.0,2447.0,6.05,5.97,3.47 +22218,1.55,Ideal,D,SI2,61.1,56.0,10275.0,7.45,7.48,4.56 +30778,0.3,Ideal,D,VVS2,59.5,56.0,741.0,4.38,4.42,2.62 +17363,1.02,Ideal,G,VS1,62.0,55.0,6968.0,6.4,6.53,4.01 +41609,0.32,Premium,J,VS2,61.9,59.0,393.0,4.35,4.38,2.7 +7375,1.16,Fair,H,SI2,66.3,57.0,4222.0,6.56,6.5,4.33 +24953,2.14,Premium,H,SI2,61.2,57.0,13421.0,8.36,8.32,5.1 +24056,0.31,Ideal,I,IF,62.0,54.0,635.0,4.38,4.4,2.72 +32925,0.44,Premium,E,SI1,62.3,59.0,810.0,4.84,4.88,3.03 +31579,0.35,Ideal,E,VS2,62.0,57.0,767.0,4.51,4.55,2.81 +52120,0.56,Ideal,E,VVS2,62.6,54.0,2463.0,5.32,5.28,3.32 +46349,0.57,Ideal,H,VS2,61.5,57.0,1759.0,5.35,5.38,3.3 +36453,0.31,Ideal,D,VS2,62.6,56.0,942.0,4.36,4.33,2.72 +33608,0.31,Ideal,D,SI2,62.3,56.0,462.0,4.35,4.38,2.72 +29230,0.32,Very Good,F,VS1,62.3,55.0,696.0,4.38,4.42,2.74 +48569,0.38,Ideal,D,VVS1,61.6,55.0,1992.0,4.66,4.69,2.88 +52208,0.63,Very Good,G,VVS2,62.3,55.0,2481.0,5.5,5.54,3.44 +16614,1.2,Ideal,I,VS1,62.5,55.0,6639.0,6.76,6.81,4.24 +49351,0.7,Ideal,J,SI1,61.0,56.0,2096.0,5.69,5.82,3.51 +32169,0.46,Good,F,SI2,64.0,57.0,787.0,4.88,4.83,3.11 +45926,0.53,Ideal,G,VS1,61.8,55.0,1721.0,5.17,5.22,3.21 +13131,1.01,Very Good,H,SI1,61.2,60.0,5433.0,6.41,6.44,3.93 +24910,1.51,Very Good,G,VS1,61.8,57.0,13348.0,7.31,7.42,4.55 +32865,0.35,Ideal,I,IF,61.8,53.0,808.0,4.55,4.57,2.81 +44798,0.5,Premium,G,VS1,59.8,58.0,1624.0,5.15,5.19,3.09 +15165,1.31,Premium,H,VS2,59.6,58.0,6095.0,7.14,7.08,4.24 +10647,1.01,Very Good,H,SI1,63.1,59.0,4836.0,6.36,6.32,4.0 +35668,0.42,Ideal,E,VS2,61.6,57.0,908.0,4.79,4.82,2.96 +41215,0.4,Ideal,F,VVS1,61.7,57.0,1206.0,4.75,4.72,2.92 +32608,0.31,Ideal,H,VVS2,61.5,56.0,802.0,4.37,4.35,2.68 +51515,0.7,Ideal,D,SI2,61.6,56.0,2384.0,5.73,5.69,3.52 +38243,0.41,Ideal,D,VS1,62.3,56.0,1018.0,4.71,4.79,2.96 +28296,0.3,Ideal,G,SI1,62.0,57.0,432.0,4.27,4.31,2.66 +25554,1.55,Very Good,G,VS1,60.8,60.0,14386.0,7.46,7.51,4.55 +34249,0.38,Ideal,G,SI1,61.3,56.0,855.0,4.67,4.63,2.85 +3523,1.0,Premium,F,I1,62.4,59.0,3405.0,6.38,6.34,3.97 +13129,1.02,Premium,H,VS2,60.2,62.0,5432.0,6.54,6.46,3.91 +13500,0.7,Ideal,D,VVS2,61.1,55.0,5539.0,5.75,5.78,3.52 +24534,1.52,Premium,D,SI1,59.5,61.0,12823.0,7.5,7.43,4.44 +39354,0.44,Ideal,E,VS2,61.5,56.0,1073.0,4.92,4.9,3.02 +7377,0.76,Ideal,D,VVS2,62.3,57.0,4223.0,5.84,5.87,3.65 +32123,0.47,Ideal,G,SI2,61.3,56.0,784.0,4.98,5.01,3.06 +14708,0.3,Premium,G,VS1,61.8,60.0,605.0,4.29,4.32,2.66 +16902,1.21,Good,H,VS1,63.3,58.0,6748.0,6.72,6.77,4.27 +28628,0.28,Very Good,E,VS1,62.8,60.0,434.0,4.16,4.21,2.63 +11243,1.1,Premium,E,SI2,59.1,60.0,4967.0,6.77,6.7,3.98 +7897,1.0,Fair,H,VVS2,65.3,58.0,4312.0,6.25,6.18,4.06 +6790,1.02,Ideal,I,SI2,60.6,56.0,4113.0,6.57,6.53,3.97 +42054,0.55,Very Good,H,SI1,59.4,58.0,1270.0,5.36,5.38,3.19 +4938,0.9,Premium,H,SI1,60.7,59.0,3730.0,6.26,6.19,3.78 +24290,2.03,Premium,J,SI2,62.7,59.0,12531.0,8.08,8.02,5.05 +49556,0.81,Premium,J,VS2,60.6,60.0,2129.0,6.04,6.0,3.65 +2425,0.92,Ideal,J,SI1,61.7,57.0,3181.0,6.21,6.26,3.85 +27929,0.38,Ideal,E,SI1,61.7,58.0,658.0,4.71,4.63,2.88 +12119,1.09,Good,F,SI2,60.8,61.4,5167.0,6.59,6.64,4.02 +30358,0.32,Ideal,E,VVS2,61.2,57.0,729.0,4.38,4.41,2.69 +5470,0.91,Fair,F,VS2,66.8,58.0,3837.0,5.95,5.97,3.98 +19538,1.06,Premium,G,VVS1,61.1,58.0,8170.0,6.53,6.57,4.0 +23283,1.53,Good,E,SI1,63.5,58.0,11303.0,7.29,7.35,4.65 +12966,1.19,Very Good,J,SI1,60.0,57.0,5390.0,6.93,6.89,4.15 +19454,1.21,Good,G,VS2,63.8,56.0,8099.0,6.74,6.67,4.28 +47680,0.51,Ideal,D,VS2,62.3,57.0,1882.0,5.12,5.09,3.18 +37628,0.4,Ideal,D,SI1,60.8,57.0,990.0,4.81,4.77,2.91 +10667,0.9,Premium,F,VS2,62.3,58.0,4838.0,6.16,6.14,3.83 +22361,0.31,Premium,H,VS2,62.2,59.0,628.0,4.38,4.34,2.71 +53135,0.93,Very Good,D,I1,63.4,60.0,2618.0,6.18,6.15,3.91 +40717,0.53,Very Good,E,SI2,58.3,62.0,1160.0,5.3,5.36,3.11 +31073,0.33,Ideal,H,VVS1,62.1,55.0,752.0,4.42,4.44,2.75 +40337,0.51,Ideal,E,SI2,61.3,61.0,1128.0,5.13,5.15,3.15 +21434,1.9,Very Good,J,SI1,59.2,58.0,9540.0,8.1,8.21,4.83 +11546,0.86,Good,D,VVS1,64.3,53.0,5029.0,6.02,6.12,3.89 +49808,0.82,Ideal,G,SI2,61.0,55.0,2165.0,6.04,5.99,3.67 +52909,0.64,Ideal,G,VVS2,61.8,56.0,2587.0,5.53,5.56,3.43 +24361,0.26,Ideal,F,VVS1,62.7,55.0,635.0,4.07,4.1,2.56 +27003,1.7,Ideal,F,VS2,62.7,55.0,17114.0,7.54,7.58,4.74 +12716,0.26,Ideal,F,VVS2,61.6,57.0,599.0,4.08,4.1,2.52 +20537,1.56,Premium,G,SI2,61.7,59.0,8858.0,7.51,7.43,4.61 +41375,0.51,Good,F,SI1,63.6,56.0,1220.0,5.08,5.11,3.24 +8196,1.2,Premium,H,SI2,62.5,58.0,4368.0,6.74,6.69,4.2 +36359,0.41,Very Good,D,VS2,61.7,54.0,939.0,4.77,4.82,2.96 +43371,0.58,Ideal,F,SI1,61.4,57.0,1408.0,5.33,5.38,3.29 +35753,0.3,Premium,D,VS2,61.7,59.0,911.0,4.28,4.25,2.63 +10550,1.04,Premium,D,SI2,61.0,59.0,4811.0,6.54,6.51,3.98 +27435,1.7,Ideal,F,VS2,62.3,56.0,18055.0,7.65,7.61,4.75 +14850,1.25,Ideal,J,VVS2,62.1,56.0,5980.0,6.81,6.84,4.24 +12753,1.2,Very Good,G,SI2,62.9,54.0,5321.0,6.76,6.79,4.26 +52520,0.7,Ideal,F,SI1,61.5,57.0,2528.0,5.67,5.74,3.51 +9282,1.04,Fair,E,SI2,67.5,56.0,4566.0,6.28,6.22,4.22 +16800,1.0,Very Good,G,VS1,60.6,63.0,6699.0,6.42,6.45,3.9 +37424,0.33,Ideal,E,VVS1,61.8,57.0,984.0,4.4,4.43,2.73 +40709,0.73,Fair,F,I1,66.9,54.0,1158.0,5.62,5.54,3.74 +29604,0.35,Very Good,G,VS1,62.9,58.0,706.0,4.48,4.49,2.82 +257,0.64,Ideal,G,IF,61.3,56.0,2790.0,5.54,5.58,3.41 +38694,0.37,Premium,E,VS2,61.1,57.0,1041.0,4.66,4.63,2.84 +44415,0.54,Ideal,I,SI1,62.3,55.0,1586.0,5.22,5.27,3.27 +44594,0.53,Ideal,H,VS1,62.1,56.0,1607.0,5.21,5.19,3.23 +52994,1.29,Fair,H,I1,67.7,62.0,2596.0,6.69,6.59,4.5 +47699,0.59,Ideal,E,VS2,61.5,56.0,1883.0,5.42,5.38,3.32 +38735,0.36,Ideal,E,VVS1,61.4,57.0,1043.0,4.64,4.61,2.54 +53370,0.61,Ideal,D,VS1,61.9,56.0,2658.0,5.43,5.45,3.37 +1030,0.62,Ideal,E,VVS2,62.0,56.0,2904.0,5.48,5.52,3.41 +32222,0.31,Ideal,G,VVS1,62.2,55.0,789.0,4.33,4.38,2.71 +19983,1.03,Premium,F,VVS2,61.3,57.0,8527.0,6.53,6.49,3.99 +20320,1.22,Premium,F,VS2,62.0,58.0,8733.0,6.89,6.86,4.26 +16466,1.28,Premium,H,SI1,59.9,59.0,6580.0,7.05,7.08,4.23 +4224,0.9,Good,E,SI1,63.5,55.0,3570.0,6.12,6.22,3.92 +16088,1.06,Ideal,D,SI1,62.6,56.0,6426.0,6.49,6.52,4.07 +3029,0.7,Ideal,H,IF,61.3,59.0,3309.0,5.69,5.72,3.5 +25192,2.22,Very Good,J,SI1,58.7,60.0,13782.0,8.51,8.57,5.01 +46863,0.53,Ideal,G,VS1,61.8,55.0,1813.0,5.22,5.17,3.21 +35657,0.31,Very Good,G,VVS2,63.3,57.0,907.0,4.31,4.28,2.72 +26372,2.02,Very Good,G,SI2,63.1,56.0,15848.0,8.06,8.02,5.07 +12077,1.09,Ideal,I,VS2,62.0,57.0,5158.0,6.64,6.58,4.1 +50193,0.71,Premium,H,SI2,60.5,60.0,2224.0,5.81,5.73,3.49 +21898,1.15,Ideal,E,VS2,61.4,57.0,9967.0,6.73,6.76,4.14 +10419,1.01,Good,G,SI1,63.3,59.0,4781.0,6.24,6.31,3.97 +40563,0.41,Very Good,G,VVS1,61.0,61.0,1151.0,4.72,4.75,2.89 +17057,0.28,Good,E,IF,64.6,58.0,612.0,4.09,4.12,2.65 +34898,0.33,Ideal,F,VVS1,62.5,54.0,880.0,4.43,4.46,2.78 +28591,0.3,Ideal,G,VS2,61.3,56.0,675.0,4.33,4.28,2.64 +43850,0.5,Good,F,VS2,61.3,61.0,1447.0,5.05,5.1,3.11 +13283,1.08,Premium,F,SI1,61.0,59.0,5487.0,6.67,6.57,4.04 +8455,1.01,Ideal,I,SI1,62.5,56.0,4413.0,6.4,6.44,4.01 +14252,1.1,Premium,E,SI1,62.9,58.0,5773.0,6.62,6.55,4.14 +27895,0.32,Ideal,I,IF,61.7,55.0,655.0,4.4,4.42,2.72 +18787,1.02,Very Good,F,VS1,63.6,60.0,7682.0,6.25,6.33,4.0 +52163,0.55,Ideal,G,VVS1,61.5,55.0,2473.0,5.28,5.26,3.24 +27479,2.05,Very Good,H,VS2,61.8,60.0,18152.0,8.14,8.19,5.05 +141,0.71,Premium,G,VS2,60.9,57.0,2766.0,5.78,5.75,3.51 +25446,2.0,Premium,I,SI2,58.6,61.0,14199.0,8.28,8.16,4.82 +16489,1.2,Ideal,H,SI1,61.9,54.0,6588.0,6.83,6.9,4.25 +51359,1.01,Premium,G,I1,61.7,62.0,2364.0,6.41,6.35,3.93 +51824,0.79,Premium,H,SI1,63.0,54.0,2420.0,5.9,5.86,3.69 +4768,0.71,Good,D,VS1,64.2,58.0,3690.0,5.65,5.6,3.61 +38901,0.33,Ideal,E,VVS1,61.2,56.0,1052.0,4.51,4.45,2.74 +7210,1.04,Good,D,SI2,57.6,63.0,4191.0,6.67,6.7,3.85 +39713,0.44,Ideal,H,VS1,61.3,57.0,1089.0,4.98,4.91,3.03 +2492,0.6,Ideal,F,VVS2,61.5,57.0,3196.0,5.42,5.45,3.34 +13836,1.0,Ideal,D,SI1,62.8,55.0,5639.0,6.3,6.38,3.98 +13881,1.06,Ideal,I,VS1,61.2,57.0,5651.0,6.59,6.56,4.03 +52340,0.7,Very Good,H,VS2,62.9,57.0,2498.0,5.6,5.66,3.54 +25168,2.15,Premium,J,SI1,62.4,60.0,13746.0,8.24,8.18,5.12 +43083,0.58,Very Good,G,SI1,61.9,56.0,1379.0,5.35,5.39,3.32 +21289,1.6,Ideal,H,SI2,62.1,56.0,9444.0,7.51,7.43,4.64 +16441,1.33,Premium,G,SI2,60.3,58.0,6565.0,7.16,7.19,4.33 +12739,1.13,Premium,I,VS1,62.2,58.0,5316.0,6.68,6.63,4.14 +43278,0.3,Good,G,SI2,63.7,54.0,506.0,4.25,4.23,2.7 +29103,0.34,Premium,I,VS1,59.5,59.0,689.0,4.59,4.55,2.72 +6083,1.01,Premium,I,SI2,59.4,57.0,3971.0,6.59,6.57,3.91 +44693,0.51,Very Good,E,VS2,62.8,56.0,1612.0,5.11,5.14,3.22 +25056,2.41,Premium,I,SI2,60.7,59.0,13563.0,8.7,8.64,5.26 +14664,1.01,Very Good,G,VS2,61.6,58.0,5919.0,6.4,6.45,3.96 +33475,0.32,Premium,F,VS2,61.2,59.0,828.0,4.42,4.4,2.7 +35208,0.33,Ideal,I,IF,61.6,55.0,891.0,4.47,4.46,2.75 +14162,1.21,Premium,F,SI2,59.9,62.0,5746.0,6.92,6.88,4.13 +35779,0.32,Ideal,F,VVS1,62.1,54.0,912.0,4.41,4.42,2.74 +35012,0.4,Very Good,F,SI1,63.1,58.0,882.0,4.69,4.66,2.95 +2969,0.78,Good,D,VS2,64.0,54.0,3298.0,5.82,5.86,3.74 +4495,0.9,Ideal,I,VS2,61.5,58.0,3629.0,6.19,6.23,3.82 +44886,0.5,Ideal,E,VS2,62.2,56.0,1629.0,5.12,5.11,3.18 +44445,0.61,Ideal,H,VS2,62.0,53.0,1591.0,5.47,5.49,3.4 +48621,0.7,Premium,H,SI2,62.1,62.0,1999.0,5.67,5.63,3.51 +28646,0.33,Very Good,F,SI2,63.0,58.0,434.0,4.4,4.42,2.78 +27532,2.08,Very Good,I,VS2,58.9,61.0,18281.0,8.35,8.36,4.92 +47253,0.52,Premium,D,VS2,62.4,58.0,1842.0,5.13,5.09,3.19 +43265,0.3,Premium,I,SI1,61.6,59.0,506.0,4.34,4.29,2.66 +27890,0.3,Ideal,H,VVS1,61.2,57.0,655.0,4.3,4.39,2.66 +46585,0.55,Ideal,G,VS1,60.9,55.0,1786.0,5.29,5.32,3.23 +27240,2.52,Good,G,SI2,63.7,59.0,17608.0,8.57,8.52,5.44 +30458,0.3,Premium,E,VS2,61.7,60.0,731.0,4.31,4.28,2.65 +41964,0.23,Very Good,E,VVS2,62.3,55.0,505.0,3.9,3.93,2.44 +49148,0.72,Good,I,VS2,63.3,59.0,2068.0,5.62,5.66,3.57 +18000,1.21,Very Good,H,VS1,62.4,60.0,7279.0,6.73,6.79,4.22 +7340,0.91,Premium,E,SI1,62.6,58.0,4211.0,6.14,6.17,3.85 +48964,0.34,Premium,H,VS2,59.0,59.0,537.0,4.55,4.61,2.7 +7040,1.02,Very Good,F,SI2,60.4,60.0,4162.0,6.49,6.53,3.93 +37221,0.31,Ideal,F,VVS1,61.6,55.0,975.0,4.36,4.41,2.7 +53400,0.72,Ideal,E,SI1,61.2,56.0,2666.0,5.79,5.75,3.53 +42520,0.5,Fair,D,SI1,64.6,58.0,1323.0,5.0,4.97,3.22 +10384,0.37,Very Good,E,SI1,61.4,60.0,593.0,4.6,4.62,2.83 +33334,0.41,Very Good,G,VS2,59.8,61.0,827.0,4.78,4.82,2.87 +44211,0.4,Ideal,G,IF,61.9,56.0,1570.0,4.7,4.76,2.93 +24916,1.75,Premium,D,SI2,60.6,60.0,13363.0,7.74,7.78,4.7 +47339,0.23,Very Good,E,VVS1,61.8,59.0,530.0,3.9,3.93,2.42 +34715,0.37,Premium,D,SI1,62.3,56.0,874.0,4.64,4.61,2.88 +41029,0.41,Ideal,E,VVS2,61.0,56.0,1187.0,4.79,4.82,2.93 +36897,0.33,Ideal,H,IF,60.5,56.0,959.0,4.54,4.52,2.74 +34426,0.3,Ideal,G,IF,62.1,54.0,863.0,4.3,4.33,2.68 +15271,1.05,Very Good,H,VS1,59.5,56.0,6132.0,6.62,6.68,3.96 +3560,0.72,Ideal,H,VVS2,61.8,55.0,3417.0,5.75,5.77,3.56 +20574,1.24,Ideal,E,VS2,62.7,58.0,8887.0,6.79,6.86,4.28 +25155,2.29,Ideal,J,SI2,61.8,56.4,13726.0,8.4,8.5,5.23 +2910,0.86,Ideal,D,SI2,60.2,56.0,3284.0,6.16,6.19,3.72 +2418,0.72,Ideal,H,VVS1,61.5,57.0,3180.0,5.74,5.76,3.54 +40235,0.53,Very Good,J,VS2,62.4,58.0,1124.0,5.15,5.24,3.24 +36983,0.38,Ideal,F,VVS2,60.8,53.0,963.0,4.72,4.76,2.88 +3806,0.72,Ideal,E,VS1,62.5,57.0,3465.0,5.73,5.76,3.59 +13586,1.05,Ideal,F,SI1,62.0,55.0,5557.0,6.54,6.5,4.04 +53170,0.71,Premium,E,SI1,61.1,57.0,2629.0,5.73,5.69,3.49 +10454,1.0,Premium,H,SI1,62.1,56.0,4788.0,6.48,6.38,3.99 +17094,1.17,Fair,E,VS2,64.5,56.0,6814.0,6.75,6.68,4.33 +34714,0.37,Premium,D,SI1,61.0,62.0,874.0,4.64,4.61,2.82 +19463,1.56,Good,J,VS2,62.3,64.0,8107.0,7.41,7.36,4.6 +32683,0.31,Premium,G,VS1,62.9,58.0,802.0,4.35,4.3,2.72 +52615,0.7,Good,D,SI1,62.6,62.0,2546.0,5.61,5.64,3.52 +11722,0.34,Ideal,E,SI1,61.8,56.0,596.0,4.45,4.48,2.76 +24293,2.01,Premium,J,VS2,61.8,61.0,12541.0,8.06,7.97,4.95 +10764,1.01,Premium,E,SI1,62.0,58.0,4853.0,6.41,6.37,3.96 +49642,0.32,Premium,F,SI2,59.7,59.0,540.0,4.48,4.43,2.66 +35017,0.4,Premium,E,SI1,61.7,60.0,882.0,4.72,4.68,2.9 +24077,2.0,Very Good,I,SI2,63.7,61.0,12221.0,7.85,7.97,5.04 +1911,0.71,Ideal,H,VS2,61.8,55.0,3080.0,5.75,5.78,3.56 +794,0.8,Very Good,D,SI2,62.5,59.0,2862.0,5.88,5.92,3.69 +17731,1.01,Good,G,VVS2,62.4,61.0,7137.0,6.34,6.38,3.97 +37793,0.38,Ideal,E,VS1,62.1,56.0,1000.0,4.62,4.65,2.88 +196,0.7,Premium,E,SI1,62.7,59.0,2777.0,5.67,5.63,3.54 +21459,1.53,Premium,J,VVS1,61.6,59.0,9555.0,7.39,7.35,4.54 +26152,1.59,Premium,F,VS2,60.2,60.0,15461.0,7.59,7.62,4.58 +16787,1.5,Good,J,SI1,59.1,64.0,6687.0,7.32,7.43,4.36 +44518,0.54,Premium,H,VS1,62.6,59.0,1600.0,5.19,5.22,3.26 +20561,1.08,Ideal,G,IF,61.3,57.0,8873.0,6.59,6.62,4.05 +33827,0.42,Very Good,H,VS2,59.0,57.0,843.0,4.92,4.95,2.91 +16789,1.08,Premium,G,VS1,62.0,60.0,6689.0,6.55,6.51,4.05 +29113,0.34,Ideal,H,VS2,61.7,57.0,689.0,4.48,4.46,2.76 +17116,1.09,Very Good,G,VS1,62.5,59.0,6827.0,6.54,6.57,4.1 +37940,0.3,Ideal,I,VS1,62.2,53.9,486.0,4.29,4.33,2.68 +13775,1.01,Good,F,VS2,64.2,54.0,5616.0,6.24,6.31,4.03 +50071,0.71,Premium,I,VS1,62.5,59.0,2202.0,5.75,5.71,3.58 +31631,0.3,Ideal,H,SI1,61.6,54.0,450.0,4.33,4.37,2.68 +13780,1.27,Premium,D,SI2,58.9,59.0,5618.0,7.14,7.02,4.17 +2610,0.73,Ideal,H,VVS1,62.1,56.0,3220.0,5.75,5.8,3.59 +31790,0.42,Very Good,E,SI1,62.3,58.0,773.0,4.76,4.81,2.98 +15529,1.32,Fair,E,SI2,65.2,58.0,6221.0,6.86,6.79,4.45 +37835,0.33,Ideal,D,VS2,60.9,55.0,1002.0,4.5,4.47,2.73 +24921,1.53,Ideal,G,VS2,61.6,57.0,13369.0,7.4,7.3,4.53 +41902,0.59,Very Good,J,VS2,62.1,57.0,1261.0,5.34,5.39,3.33 +30718,0.37,Good,F,SI1,63.7,55.0,738.0,4.59,4.55,2.91 +3402,0.28,Premium,F,VS2,59.6,61.0,567.0,4.28,4.25,2.54 +37816,0.36,Ideal,D,VS1,61.8,55.0,1002.0,4.58,4.54,2.82 +29636,0.3,Ideal,H,SI1,62.4,53.7,442.0,4.29,4.31,2.68 +25118,1.21,Ideal,E,VVS2,61.7,57.0,13661.0,6.8,6.88,4.22 +19143,1.21,Very Good,G,VS2,59.5,58.0,7906.0,6.96,7.03,4.16 +30088,0.32,Premium,H,VS1,60.2,58.0,720.0,4.47,4.43,2.68 +45746,0.52,Ideal,D,VS2,62.0,53.0,1701.0,5.17,5.21,3.22 +28549,0.3,Very Good,I,VVS2,60.1,63.0,675.0,4.31,4.28,2.58 +35528,0.3,Ideal,D,VVS1,61.9,57.0,905.0,4.27,4.29,2.65 +1947,0.9,Very Good,E,SI2,63.1,54.0,3084.0,6.2,6.17,3.9 +13157,1.01,Good,D,SI1,61.7,62.0,5443.0,6.3,6.34,3.9 +45842,0.5,Very Good,G,VVS2,62.1,61.0,1715.0,5.07,5.1,3.16 +36424,0.31,Ideal,D,VS2,61.5,56.0,942.0,4.41,4.37,2.7 +38614,0.28,Very Good,E,VS1,61.8,55.0,489.0,4.21,4.24,2.61 +1870,0.92,Good,J,SI2,59.0,63.0,3070.0,6.3,6.35,3.73 +14837,1.01,Very Good,F,SI1,61.3,60.0,5975.0,6.39,6.43,3.93 +14413,1.31,Ideal,I,SI2,61.0,59.0,5820.0,7.05,7.01,4.29 +53909,0.7,Very Good,E,SI1,61.2,57.0,2753.0,5.68,5.73,3.49 +4060,0.32,Ideal,G,SI1,62.6,55.0,571.0,4.41,4.38,2.75 +40811,0.52,Ideal,G,SI2,61.5,56.0,1170.0,5.15,5.19,3.18 +53527,0.71,Very Good,D,SI1,60.9,60.0,2690.0,5.71,5.76,3.49 +7197,1.01,Very Good,I,SI1,63.6,58.0,4189.0,6.31,6.36,4.03 +45153,0.5,Premium,F,VS2,62.1,58.0,1654.0,5.1,5.01,3.14 +45305,0.3,Ideal,D,SI1,62.1,57.0,524.0,4.25,4.28,2.65 +20713,0.31,Ideal,G,VS1,62.5,57.0,625.0,4.34,4.37,2.72 +11995,1.01,Ideal,D,SI1,62.4,54.0,5147.0,6.52,6.38,4.03 +47769,0.55,Ideal,D,VS2,62.8,57.0,1894.0,5.27,5.24,3.3 +26309,1.28,Premium,E,IF,59.8,59.0,15806.0,7.1,7.07,4.24 +25728,2.38,Premium,G,SI2,62.4,58.0,14648.0,8.59,8.47,5.32 +37811,0.35,Ideal,G,IF,61.9,54.0,1001.0,4.56,4.58,2.83 +37440,0.33,Ideal,E,VVS1,61.7,56.0,984.0,4.42,4.46,2.74 +19909,1.65,Ideal,E,SI2,58.7,56.0,8455.0,7.76,7.73,4.55 +23194,2.0,Premium,H,SI1,61.7,58.0,11200.0,7.82,7.77,4.81 +4458,1.01,Good,G,SI2,63.8,56.0,3620.0,6.32,6.22,4.0 +40573,0.4,Premium,D,VVS2,58.3,59.0,1152.0,4.9,4.88,2.85 +39817,0.4,Ideal,G,VVS1,60.8,54.0,1097.0,4.8,4.83,2.93 +40346,0.51,Good,G,SI2,63.6,54.0,1129.0,5.08,5.05,3.22 +10693,1.05,Good,H,SI1,59.2,60.0,4845.0,6.59,6.62,3.91 +6727,0.27,Ideal,F,VS1,61.7,57.0,577.0,4.15,4.18,2.57 +7411,1.05,Ideal,H,SI1,62.0,56.0,4223.0,6.53,6.46,4.03 +37039,0.38,Very Good,H,VVS1,59.1,58.0,967.0,4.71,4.76,2.8 +53641,0.73,Very Good,F,SI1,59.4,60.0,2703.0,5.84,5.87,3.48 +39270,0.38,Premium,G,VS1,61.9,58.0,1069.0,4.66,4.62,2.87 +2724,0.26,Very Good,E,VVS2,61.7,61.0,564.0,4.08,4.12,2.53 +24124,1.28,Very Good,F,VVS2,58.9,57.0,12285.0,7.13,7.17,4.21 +48217,0.7,Fair,G,SI1,66.0,53.0,1949.0,5.53,5.47,3.63 +7355,1.13,Premium,J,SI1,61.3,59.0,4214.0,6.77,6.67,4.12 +18761,1.05,Very Good,G,VVS2,59.8,60.0,7667.0,6.54,6.61,3.93 +53365,0.77,Premium,G,SI1,62.7,57.0,2657.0,5.85,5.79,3.65 +16498,1.11,Very Good,G,VS2,62.2,55.0,6593.0,6.61,6.67,4.13 +38802,0.31,Ideal,G,VVS1,62.5,55.0,1046.0,4.34,4.33,2.71 +37256,0.31,Ideal,H,IF,60.8,57.0,977.0,4.4,4.38,2.67 +2080,0.7,Premium,F,VVS1,61.9,59.0,3109.0,5.67,5.6,3.49 +24423,1.73,Premium,I,VS1,62.2,59.0,12674.0,7.65,7.62,4.75 +34468,0.39,Ideal,I,IF,60.8,56.0,865.0,4.73,4.75,2.88 +27749,2.0,Very Good,G,SI1,63.5,56.0,18818.0,7.9,7.97,5.04 +38944,0.31,Ideal,I,VS1,61.9,54.0,489.0,4.34,4.38,2.7 +13447,1.12,Ideal,H,SI1,61.9,57.0,5521.0,6.64,6.68,4.12 +42500,0.55,Ideal,I,SI1,61.2,55.0,1320.0,5.28,5.33,3.25 +1287,0.7,Very Good,E,VS2,61.8,59.0,2952.0,5.63,5.67,3.49 +26177,1.51,Very Good,D,VS1,62.8,57.0,15513.0,7.23,7.29,4.56 +45143,0.5,Premium,F,VS2,60.7,58.0,1654.0,5.16,5.12,3.12 +11078,0.9,Very Good,F,VS2,62.3,58.0,4924.0,6.14,6.16,3.83 +20351,1.35,Premium,H,VS1,60.5,60.0,8747.0,7.19,7.16,4.34 +26797,2.24,Premium,H,SI2,61.4,57.0,16656.0,8.43,8.35,5.15 +22767,1.26,Ideal,G,VVS1,61.1,57.0,10787.0,7.02,6.98,4.28 +11848,1.03,Premium,E,SI1,61.3,60.0,5101.0,6.53,6.51,4.0 +18930,1.0,Very Good,E,VVS2,61.9,61.0,7777.0,6.38,6.42,3.96 +37135,0.4,Ideal,F,VS1,61.8,55.0,971.0,4.76,4.78,2.95 +43516,0.59,Very Good,F,SI1,63.0,56.0,1424.0,5.3,5.34,3.35 +29188,0.3,Ideal,E,VS1,61.9,58.0,694.0,4.27,4.29,2.65 +5351,0.93,Good,D,SI1,63.8,59.0,3812.0,6.21,6.15,3.94 +15294,1.17,Ideal,G,VS2,61.5,57.0,6139.0,6.86,6.8,4.2 +21256,1.6,Ideal,I,SI1,62.4,53.5,9407.0,7.45,7.5,4.66 +6269,1.04,Very Good,F,SI2,63.2,58.0,4013.0,6.39,6.34,4.02 +32793,0.32,Ideal,E,VS2,62.0,55.0,804.0,4.41,4.37,2.72 +37785,0.53,Very Good,G,SI2,62.5,55.0,1000.0,5.14,5.19,3.23 +43002,0.58,Ideal,I,VVS2,62.0,56.0,1369.0,5.34,5.38,3.32 +17358,1.24,Premium,D,SI2,61.4,59.0,6965.0,6.91,6.87,4.23 +31432,0.3,Ideal,H,IF,61.5,56.0,764.0,4.32,4.33,2.66 +46278,0.52,Good,G,VVS1,58.3,59.0,1754.0,5.26,5.3,3.08 +31904,0.3,Ideal,G,VS1,62.2,55.0,776.0,4.31,4.28,2.67 +14601,1.24,Premium,I,VS2,62.1,55.0,5889.0,6.91,6.87,4.28 +38836,0.4,Very Good,F,VVS2,62.0,56.0,1049.0,4.71,4.74,2.93 +291,0.71,Premium,D,SI1,61.6,60.0,2797.0,5.74,5.69,3.52 +49269,0.7,Ideal,F,SI1,62.6,56.0,2089.0,5.66,5.69,3.55 +41651,0.5,Fair,D,SI1,64.6,61.0,1238.0,5.05,4.95,3.23 +37849,0.33,Ideal,E,VS1,62.6,57.0,1002.0,4.42,4.4,2.76 +5560,1.0,Ideal,I,VS2,62.6,54.0,3858.0,6.39,6.35,3.99 +22737,1.15,Ideal,F,VVS2,62.7,57.0,10757.0,6.69,6.65,4.18 +23820,1.83,Premium,I,SI1,62.9,55.0,11883.0,7.9,7.78,4.93 +53125,0.82,Ideal,H,SI1,62.4,56.0,2617.0,6.05,6.0,3.76 +21647,1.24,Very Good,G,VS1,60.2,58.0,9738.0,6.96,7.0,4.2 +28376,0.24,Premium,E,VVS1,60.3,61.0,668.0,4.06,4.03,2.44 +45561,0.53,Good,F,VS1,64.2,56.0,1688.0,5.11,5.14,3.29 +52303,0.23,Ideal,E,VS2,61.8,54.0,548.0,3.94,3.96,2.44 +39125,0.41,Ideal,G,VS2,61.4,55.0,1061.0,4.8,4.75,2.93 +19035,0.3,Ideal,E,VS2,62.1,55.0,621.0,4.32,4.35,2.69 +40300,0.4,Premium,G,VS1,60.3,59.0,1125.0,4.8,4.76,2.88 +44032,0.5,Very Good,E,VS2,61.8,57.0,1547.0,5.05,5.11,3.14 +48764,0.66,Good,F,SI1,60.4,60.1,2017.0,5.59,5.65,3.39 +5010,0.93,Good,D,SI2,59.2,62.0,3744.0,6.36,6.38,3.77 +33516,0.42,Very Good,I,SI1,63.5,54.0,829.0,4.76,4.72,3.01 +35553,0.35,Ideal,H,VVS2,59.2,56.0,906.0,4.65,4.6,2.74 +14872,1.01,Good,F,VS2,63.6,59.0,5988.0,6.32,6.36,4.03 +24266,1.83,Premium,E,SI2,62.0,57.0,12492.0,7.89,7.81,4.87 +2874,0.9,Fair,E,VS1,67.6,56.0,3276.0,5.94,5.9,4.0 +26097,2.03,Good,I,SI1,62.7,61.0,15339.0,8.04,7.93,5.01 +3301,0.9,Very Good,F,SI2,63.0,56.0,3368.0,6.09,6.16,3.86 +49536,0.59,Ideal,G,VVS2,62.6,57.0,2125.0,5.33,5.37,3.35 +53838,0.77,Ideal,H,VS2,62.0,56.0,2738.0,5.86,5.89,3.64 +31785,0.42,Premium,F,SI1,60.0,59.0,773.0,4.85,4.88,2.92 +41958,0.23,Very Good,E,VVS2,61.9,60.0,505.0,3.93,3.96,2.44 +29112,0.34,Very Good,H,VS2,63.2,55.0,689.0,4.5,4.46,2.83 +25092,2.03,Good,G,SI2,62.7,65.0,13621.0,8.17,7.92,5.06 +31030,0.31,Premium,F,VS2,60.7,61.0,749.0,4.4,4.36,2.66 +2025,1.52,Good,E,I1,57.3,58.0,3105.0,7.53,7.42,4.28 +38936,0.4,Very Good,E,VS1,60.1,58.0,1053.0,4.72,4.76,2.85 +41685,0.54,Premium,F,SI2,59.6,60.0,1240.0,5.28,5.25,3.14 +22959,1.5,Fair,H,VS1,61.7,60.0,11007.0,7.37,7.27,4.52 +1716,0.32,Premium,G,VS2,59.8,59.0,561.0,4.48,4.52,2.69 +2626,0.9,Fair,H,VS2,65.5,57.0,3226.0,6.05,6.01,3.95 +47608,0.58,Premium,D,SI1,60.2,58.0,1879.0,5.46,5.37,3.26 +8617,1.09,Premium,E,SI2,59.4,60.0,4444.0,6.81,6.7,4.01 +22473,1.2,Very Good,G,IF,60.9,55.0,10497.0,6.9,6.93,4.21 +39501,0.33,Ideal,E,IF,60.8,57.0,1079.0,4.44,4.47,2.71 +46436,0.54,Good,E,VS2,60.2,61.0,1771.0,5.27,5.32,3.19 +40910,0.42,Ideal,G,VVS1,61.1,56.0,1179.0,4.82,4.84,2.95 +3468,1.04,Premium,E,SI2,60.1,58.0,3392.0,6.65,6.56,3.97 +8333,1.16,Good,F,SI2,63.7,63.0,4395.0,6.55,6.63,4.2 +38386,0.42,Premium,E,VS2,60.9,59.0,1024.0,4.85,4.81,2.94 +5148,0.93,Very Good,I,VS2,63.1,58.0,3766.0,6.19,6.21,3.91 +47409,0.5,Ideal,F,VVS2,62.3,57.0,1850.0,5.06,5.08,3.16 +16876,1.26,Very Good,G,SI1,63.0,59.0,6733.0,6.84,6.88,4.32 +43670,0.5,Good,F,VS2,63.3,57.0,1436.0,5.02,5.06,3.19 +12439,1.0,Fair,H,VS1,64.6,59.0,5242.0,6.3,6.26,4.06 +43814,0.51,Ideal,E,SI1,61.1,56.0,1443.0,5.2,5.17,3.17 +1665,0.9,Fair,H,SI1,65.6,57.0,3024.0,6.04,6.01,3.95 +45165,0.5,Ideal,D,SI1,61.9,57.0,1654.0,5.08,5.06,3.14 +52642,0.24,Very Good,E,VVS2,62.9,59.0,552.0,3.97,4.01,2.51 +20602,1.24,Very Good,F,VS2,60.9,60.0,8907.0,6.96,6.93,4.23 +19551,1.62,Premium,J,SI1,62.0,60.0,8183.0,7.52,7.44,4.64 +29747,0.43,Ideal,J,SI1,61.9,54.0,708.0,4.88,4.84,3.01 +49864,0.71,Premium,I,SI1,60.2,58.0,2173.0,5.83,5.76,3.49 +50210,0.78,Very Good,I,SI1,63.1,56.0,2228.0,5.88,5.82,3.69 +47490,0.72,Ideal,J,SI1,62.3,56.0,1864.0,5.75,5.78,3.59 +24972,1.73,Ideal,I,VS2,61.0,56.0,13465.0,7.72,7.79,4.73 +35769,0.4,Ideal,E,VS2,61.1,56.0,912.0,4.75,4.77,2.91 +38770,0.31,Premium,E,VVS2,60.8,55.0,1046.0,4.43,4.38,2.68 +22583,1.75,Very Good,I,SI1,62.8,59.0,10635.0,7.62,7.66,4.8 +27733,1.71,Ideal,G,VVS2,62.1,55.0,18768.0,7.66,7.63,4.75 +41732,0.41,Ideal,E,VVS2,61.5,55.0,1243.0,4.83,4.79,2.96 +12379,0.36,Ideal,J,SI1,61.6,56.0,597.0,4.61,4.58,2.83 +17773,1.42,Ideal,I,SI1,61.9,57.0,7157.0,7.23,7.15,4.45 +16988,1.02,Very Good,F,VS1,61.3,59.0,6785.0,6.45,6.51,3.97 +52789,0.58,Very Good,E,VVS1,59.4,63.0,2568.0,5.42,5.32,3.19 +29030,0.31,Ideal,H,VVS1,61.6,55.0,687.0,4.37,4.4,2.7 +46861,0.51,Good,G,VVS2,58.1,62.0,1813.0,5.24,5.3,3.06 +7735,0.38,Ideal,D,SI1,62.3,57.0,581.0,4.6,4.65,2.88 +49862,0.57,Premium,H,VVS1,61.6,58.0,2172.0,5.39,5.35,3.31 +36489,0.3,Ideal,E,IF,62.0,54.0,943.0,4.31,4.34,2.68 +42427,0.51,Good,F,SI1,63.8,56.0,1312.0,5.08,5.04,3.23 +11399,0.34,Premium,H,VS1,60.6,60.0,596.0,4.45,4.49,2.71 +24541,2.01,Very Good,H,SI2,63.4,56.0,12829.0,8.09,7.99,5.1 +10410,0.31,Premium,G,SI1,61.7,55.0,593.0,4.38,4.37,2.7 +38708,0.35,Ideal,G,IF,61.8,56.0,1041.0,4.57,4.52,2.81 +41426,0.51,Very Good,H,SI1,63.4,57.0,1227.0,5.09,5.06,3.22 +14421,1.2,Premium,H,SI1,60.8,60.0,5822.0,6.87,6.79,4.15 +18463,1.03,Very Good,G,VS1,61.3,56.1,7511.0,6.5,6.52,3.99 +37934,0.26,Very Good,G,VVS2,62.3,56.0,486.0,4.07,4.09,2.54 +29504,0.32,Premium,E,VS2,61.3,59.0,702.0,4.35,4.39,2.68 +45290,0.51,Premium,E,VS2,59.3,58.0,1662.0,5.23,5.2,3.09 +11508,1.01,Ideal,I,SI1,62.5,56.0,5020.0,6.4,6.36,3.99 +33810,0.4,Premium,F,VS2,59.7,58.0,842.0,4.79,4.83,2.87 +37837,0.33,Premium,D,VS2,60.7,58.0,1002.0,4.5,4.46,2.72 +51384,0.71,Very Good,G,SI1,63.4,58.0,2368.0,5.65,5.68,3.59 +16928,1.11,Ideal,I,VS1,61.2,57.0,6758.0,6.67,6.7,4.09 +43149,0.33,Ideal,F,IF,62.1,56.0,1389.0,4.41,4.44,2.75 +30495,0.31,Ideal,D,SI1,62.6,56.0,732.0,4.36,4.33,2.72 +50577,0.7,Very Good,H,VS1,60.3,63.0,2279.0,5.73,5.77,3.47 +45034,0.54,Premium,G,VS2,58.7,62.0,1637.0,5.36,5.34,3.14 +42022,0.52,Very Good,F,SI1,62.6,58.0,1267.0,5.11,5.14,3.21 +52896,0.72,Very Good,E,VS2,61.9,56.0,2585.0,5.75,5.79,3.57 +49624,0.3,Very Good,H,SI1,59.4,63.0,540.0,4.4,4.35,2.6 +28675,0.24,Ideal,E,VVS2,61.6,56.0,678.0,4.01,4.04,2.48 +36942,0.34,Very Good,F,SI2,60.6,58.0,478.0,4.55,4.57,2.76 +6367,0.32,Very Good,H,SI1,63.1,54.0,576.0,4.42,4.36,2.77 +33401,0.36,Ideal,E,VS1,62.0,55.0,828.0,4.58,4.6,2.85 +50035,0.71,Premium,F,SI1,60.9,59.0,2198.0,5.74,5.69,3.48 +4181,0.83,Premium,D,SI1,59.7,59.0,3556.0,6.14,6.12,3.66 +14193,1.08,Premium,D,SI1,62.6,56.0,5758.0,6.62,6.57,4.13 +49225,0.58,Very Good,E,VS1,62.9,54.0,2082.0,5.31,5.34,3.35 +2673,0.71,Ideal,E,VS1,60.4,56.0,3238.0,5.8,5.85,3.52 +8450,1.01,Premium,H,SI2,60.3,60.0,4412.0,6.49,6.45,3.9 +32259,0.3,Ideal,H,IF,60.8,56.0,789.0,4.35,4.37,2.65 +16183,1.25,Ideal,E,SI1,61.1,57.0,6468.0,6.93,6.89,4.22 +18895,1.14,Ideal,G,VS1,60.9,57.0,7750.0,6.7,6.82,4.12 +2870,0.83,Very Good,H,VS2,59.4,59.0,3276.0,6.08,6.11,3.62 +43231,0.4,Ideal,E,VVS1,62.4,57.0,1397.0,4.72,4.67,2.93 +45267,0.54,Very Good,D,SI1,62.9,57.0,1662.0,5.17,5.22,3.27 +13149,1.01,Ideal,G,VS2,61.7,57.0,5439.0,6.44,6.49,3.99 +46084,0.6,Premium,E,SI1,61.9,58.0,1738.0,5.39,5.43,3.35 +33296,0.31,Premium,D,SI2,60.1,60.0,462.0,4.38,4.41,2.64 +37232,0.4,Premium,E,VS2,60.7,60.0,975.0,4.75,4.7,2.87 +43201,0.53,Good,G,VS2,63.4,58.0,1395.0,5.13,5.16,3.26 +33168,0.38,Ideal,G,VS1,62.3,55.0,817.0,4.63,4.68,2.9 +53378,0.71,Ideal,I,SI1,61.9,56.0,2660.0,5.71,5.74,3.54 +11993,1.14,Ideal,H,SI1,61.6,57.0,5146.0,6.68,6.73,4.13 +43930,0.3,Ideal,I,VVS2,62.6,56.0,515.0,4.26,4.3,2.68 +49336,0.57,Ideal,G,VVS2,60.7,55.0,2095.0,5.34,5.36,3.25 +17665,1.03,Ideal,G,VS1,62.0,57.0,7119.0,6.45,6.48,4.0 +38535,0.34,Ideal,D,VS2,60.8,57.0,1033.0,4.52,4.5,2.74 +20652,1.25,Very Good,G,VS2,62.2,57.0,8941.0,6.84,6.88,4.27 +17554,1.13,Ideal,D,SI1,61.4,56.0,7066.0,6.69,6.74,4.12 +17572,1.06,Ideal,F,VS2,61.0,57.0,7075.0,6.57,6.6,4.02 +4623,0.91,Ideal,E,SI1,60.7,56.0,3665.0,6.26,6.22,3.79 +1932,0.72,Very Good,E,SI2,61.0,59.0,3084.0,5.73,5.78,3.51 +34681,0.36,Ideal,E,VVS2,62.1,56.0,873.0,4.53,4.58,2.83 +41735,0.41,Premium,E,VVS2,61.8,59.0,1243.0,4.78,4.74,2.94 +17215,1.01,Premium,G,VS1,60.9,58.0,6882.0,6.47,6.43,3.93 +4152,1.01,Fair,H,SI1,66.4,57.0,3546.0,6.12,6.08,4.05 +23276,1.5,Ideal,H,VS1,62.3,54.7,11296.0,7.29,7.33,4.55 +44348,0.56,Ideal,E,SI1,62.7,57.0,1580.0,5.23,5.27,3.29 +23385,0.36,Ideal,E,SI1,61.4,57.0,631.0,4.56,4.59,2.81 +29947,0.25,Ideal,H,VS1,61.5,56.0,445.0,4.05,4.08,2.5 +37042,0.34,Ideal,F,VVS1,61.4,57.0,967.0,4.5,4.53,2.77 +12648,1.01,Premium,H,VS1,62.7,58.0,5294.0,6.39,6.37,4.0 +4265,0.9,Very Good,G,SI2,60.9,56.0,3581.0,6.18,6.24,3.78 +24744,1.91,Premium,I,SI1,59.6,60.0,13092.0,8.02,7.98,4.77 +3400,0.3,Very Good,I,VS1,61.8,63.0,567.0,4.29,4.26,2.64 +3624,0.73,Ideal,E,VS2,61.6,56.0,3429.0,5.8,5.82,3.58 +19722,1.21,Premium,G,VS2,60.3,60.0,8294.0,6.89,6.83,4.14 +53223,0.74,Very Good,E,VS2,61.4,63.0,2638.0,5.79,5.77,3.55 +52480,0.73,Ideal,I,VVS2,62.3,55.0,2519.0,5.77,5.76,3.59 +37926,0.32,Ideal,I,VS2,60.6,56.0,485.0,4.42,4.46,2.69 +26780,2.01,Premium,I,VS2,60.5,60.0,16626.0,8.15,8.17,4.94 +45352,0.59,Ideal,E,SI1,62.0,55.0,1664.0,5.37,5.4,3.34 +17314,1.19,Good,E,VS2,57.4,60.0,6937.0,6.9,7.0,3.99 +24250,1.58,Very Good,H,VVS2,60.9,58.0,12459.0,7.56,7.65,4.63 +29735,0.4,Very Good,D,SI1,60.0,56.0,708.0,4.82,4.85,2.9 +7093,1.01,Premium,I,SI1,61.8,59.0,4166.0,6.37,6.44,3.96 +28026,0.3,Ideal,E,VS2,62.4,57.0,658.0,4.29,4.33,2.69 +45095,0.6,Premium,G,SI1,61.8,60.0,1646.0,5.38,5.37,3.32 +37657,0.42,Ideal,F,SI1,60.9,55.0,992.0,4.88,4.84,2.96 +45852,0.55,Ideal,F,VS2,61.4,56.0,1715.0,5.28,5.31,3.25 +14309,1.04,Ideal,F,SI1,60.9,56.0,5795.0,6.61,6.56,4.01 +24928,1.68,Ideal,H,SI1,61.9,56.0,13375.0,7.63,7.72,4.75 +47362,0.54,Ideal,H,VVS1,61.8,55.0,1846.0,5.21,5.24,3.23 +41575,0.55,Ideal,I,VS1,62.2,55.0,1238.0,5.26,5.29,3.28 +217,0.77,Ideal,H,SI1,62.2,56.0,2781.0,5.83,5.88,3.64 +34517,0.33,Ideal,H,IF,61.9,55.0,868.0,4.42,4.44,2.74 +41779,0.35,Premium,D,VVS1,60.8,58.0,1247.0,4.55,4.53,2.76 +52590,0.96,Fair,G,SI2,66.8,61.0,2539.0,6.15,6.04,4.07 +37666,0.42,Ideal,E,SI1,61.5,55.0,992.0,4.9,4.82,2.99 +48079,0.6,Ideal,G,VS2,61.1,55.0,1930.0,5.46,5.48,3.34 +1666,0.72,Premium,E,VS2,62.5,59.0,3024.0,5.73,5.7,3.57 +12543,1.3,Good,J,VS2,63.6,59.0,5269.0,6.9,6.87,4.38 +11019,1.0,Good,E,SI1,60.4,61.0,4916.0,6.37,6.44,3.87 +41078,0.41,Premium,F,VVS2,61.0,59.0,1192.0,4.83,4.77,2.93 +43712,0.59,Ideal,G,SI1,61.5,57.0,1437.0,5.36,5.4,3.31 +38785,0.31,Premium,H,IF,61.7,58.0,1046.0,4.36,4.33,2.68 +43724,0.51,Very Good,G,VS2,62.9,57.0,1438.0,5.06,5.12,3.2 +4369,0.79,Ideal,D,SI1,61.2,57.0,3605.0,5.94,5.98,3.65 +47499,0.47,Ideal,H,IF,61.9,56.0,1865.0,4.99,5.02,3.1 +21910,1.51,Very Good,I,VS1,60.7,60.0,9979.0,7.43,7.49,4.53 +38565,0.5,Ideal,H,SI1,61.8,56.0,1035.0,5.1,5.12,3.16 +4126,0.64,Very Good,E,VVS2,61.8,59.0,3541.0,5.51,5.53,3.41 +38591,0.57,Very Good,J,SI1,60.6,61.0,1037.0,5.36,5.4,3.26 +38641,0.42,Premium,E,VS1,62.3,57.0,1040.0,4.83,4.8,3.0 +42333,0.45,Ideal,G,VVS1,61.7,56.0,1297.0,4.93,4.96,3.05 +32595,0.3,Ideal,F,VVS1,62.4,54.0,802.0,4.31,4.35,2.7 +34779,0.41,Ideal,D,SI2,62.7,55.0,876.0,4.75,4.72,2.97 +50629,0.23,Very Good,D,VS2,61.6,58.0,402.0,3.96,3.99,2.45 +9380,0.32,Ideal,I,VVS1,61.7,55.0,589.0,4.39,4.4,2.71 +2636,0.71,Ideal,H,VS1,61.7,55.0,3229.0,5.73,5.75,3.54 +16115,1.01,Premium,G,VS1,62.7,56.0,6441.0,6.46,6.36,4.02 +12059,0.26,Very Good,F,VVS2,59.9,59.0,597.0,4.12,4.2,2.49 +28103,0.31,Ideal,F,SI1,62.3,56.0,663.0,4.35,4.32,2.7 +34296,0.3,Ideal,D,VS2,60.9,57.0,857.0,4.34,4.36,2.65 +35926,0.43,Ideal,E,SI2,61.9,57.0,919.0,4.86,4.83,3.0 +4286,1.0,Premium,F,SI2,60.2,58.0,3584.0,6.47,6.42,3.88 +1356,0.7,Fair,E,VS1,64.5,57.0,2964.0,5.59,5.55,3.59 +3452,1.1,Premium,H,SI2,59.2,59.0,3388.0,6.8,6.74,4.01 +49243,0.51,Ideal,E,VS2,61.6,55.0,2085.0,5.16,5.19,3.19 +30262,0.4,Ideal,H,VS2,61.4,55.0,725.0,4.76,4.78,2.93 +20041,0.42,Ideal,H,SI2,62.0,54.0,625.0,4.83,4.85,3.0 +44950,0.5,Good,D,VS2,63.4,57.0,1635.0,5.04,5.09,3.21 +30601,0.3,Very Good,D,SI2,62.9,58.0,447.0,4.26,4.29,2.69 +43428,0.53,Very Good,D,SI1,59.1,59.0,1415.0,5.27,5.33,3.13 +51988,0.25,Very Good,E,VVS2,62.2,58.0,548.0,4.03,4.11,2.53 +16864,1.06,Ideal,G,VS2,61.9,55.0,6728.0,6.54,6.57,4.06 +48592,0.71,Fair,G,SI2,65.6,61.0,1994.0,5.46,5.37,3.55 +46241,0.53,Premium,F,VS2,61.9,58.0,1753.0,5.2,5.17,3.21 +1670,0.75,Premium,D,SI1,59.2,58.0,3024.0,5.96,5.93,3.52 +4121,0.91,Good,F,SI2,63.8,59.0,3539.0,6.04,6.09,3.87 +6466,0.94,Fair,F,SI1,56.8,67.0,4053.0,6.56,6.44,3.69 +32800,0.38,Ideal,E,VS2,62.0,54.2,805.0,4.66,4.68,2.89 +29881,0.3,Very Good,D,VS2,62.8,59.0,710.0,4.26,4.28,2.68 +345,0.8,Very Good,E,SI2,62.5,56.0,2804.0,5.88,5.96,3.7 +14350,1.14,Premium,H,VS1,62.0,62.0,5809.0,6.74,6.65,4.15 +20808,1.14,Ideal,G,VVS1,61.0,56.0,9037.0,6.75,6.8,4.13 +41481,0.52,Very Good,G,SI1,61.9,59.0,1232.0,5.08,5.13,3.16 +10068,0.32,Very Good,H,SI1,63.4,55.0,591.0,4.38,4.36,2.77 +7493,1.01,Ideal,F,SI2,60.6,57.0,4239.0,6.49,6.55,3.95 +4217,1.0,Premium,G,SI1,60.0,60.0,3568.0,6.47,6.42,3.87 +53027,0.61,Ideal,G,IF,61.8,52.0,2601.0,5.46,5.55,3.4 +30049,0.41,Premium,G,SI1,61.4,60.0,719.0,4.75,4.82,2.94 +22744,1.51,Good,H,VS2,64.2,58.5,10763.0,7.16,7.22,4.62 +22255,1.59,Very Good,I,VS2,61.1,58.6,10309.0,7.49,7.53,4.59 +31296,0.32,Ideal,D,VS2,62.2,56.0,758.0,4.38,4.4,2.73 +28343,0.33,Good,F,VS2,63.2,56.0,666.0,4.39,4.41,2.78 +33829,0.32,Ideal,E,VVS2,61.9,54.0,843.0,4.41,4.44,2.74 +13360,0.24,Very Good,F,VS2,61.4,58.0,419.0,3.99,4.05,2.47 +3987,1.02,Premium,J,VS2,61.6,58.0,3513.0,6.4,6.35,3.93 +3118,0.9,Very Good,H,SI2,62.0,58.0,3324.0,6.11,6.12,3.79 +26477,2.13,Good,H,SI2,59.2,58.0,16062.0,8.35,8.41,4.96 +33033,0.32,Ideal,G,VVS1,61.4,57.0,814.0,4.39,4.41,2.7 +24205,2.01,Very Good,J,SI1,60.3,58.0,12392.0,8.11,8.17,4.91 +49379,0.73,Very Good,J,VS2,62.7,57.0,2101.0,5.71,5.74,3.59 +9076,1.0,Good,D,SI2,62.8,61.0,4520.0,6.31,6.36,3.98 +3022,0.9,Very Good,I,SI1,62.3,56.0,3308.0,6.12,6.18,3.83 +31765,0.35,Ideal,H,VVS1,61.6,55.0,773.0,4.55,4.57,2.81 +14579,1.21,Very Good,E,SI1,61.0,60.0,5885.0,6.83,6.88,4.18 +49135,0.56,Ideal,D,VS2,61.9,57.0,2066.0,5.3,5.26,3.27 +49661,0.71,Very Good,I,SI1,58.9,59.0,2141.0,5.78,5.84,3.42 +46097,0.71,Very Good,G,SI2,63.4,56.0,1740.0,5.71,5.6,3.59 +13334,1.04,Premium,F,SI1,61.5,59.0,5504.0,6.54,6.46,4.0 +634,0.52,Ideal,F,VVS1,61.2,56.0,2841.0,5.19,5.21,3.18 +23075,1.52,Premium,H,VS2,59.4,59.0,11105.0,7.45,7.49,4.44 +52271,0.76,Premium,F,SI2,62.7,55.0,2491.0,5.83,5.74,3.63 +52323,0.8,Ideal,F,SI2,62.0,57.0,2495.0,5.96,5.98,3.7 +7009,0.9,Very Good,H,VS2,62.2,58.0,4157.0,6.11,6.18,3.82 +51672,0.72,Ideal,E,SI2,61.9,55.0,2398.0,5.76,5.78,3.57 +17367,1.73,Premium,H,SI2,60.5,60.0,6968.0,7.79,7.71,4.69 +21716,0.28,Very Good,F,VVS2,60.2,58.0,628.0,4.26,4.28,2.57 +6797,0.9,Very Good,G,VS1,61.5,56.0,4116.0,6.15,6.2,3.8 +37076,0.41,Premium,F,SI1,61.8,58.0,969.0,4.76,4.75,2.94 +45301,0.31,Very Good,G,SI2,63.2,55.0,523.0,4.33,4.31,2.73 +39883,0.42,Ideal,G,VVS2,62.6,55.0,1103.0,4.78,4.77,2.99 +37942,0.27,Premium,H,VVS2,60.7,59.0,486.0,4.19,4.21,2.55 +9120,0.93,Very Good,F,SI1,61.1,58.0,4534.0,6.26,6.3,3.84 +45887,0.61,Premium,H,VS2,62.8,59.0,1719.0,5.44,5.3,3.37 +27941,0.23,Very Good,H,VVS2,62.6,56.0,431.0,3.92,3.95,2.46 +31214,0.32,Premium,D,SI1,60.9,60.0,756.0,4.41,4.39,2.68 +38542,0.34,Premium,D,VS2,62.1,58.0,1033.0,4.5,4.45,2.78 +51784,0.81,Fair,I,VS2,64.6,59.0,2414.0,5.83,5.78,3.75 +39443,0.52,Premium,G,SI2,58.4,62.0,1076.0,5.33,5.28,3.1 +36663,0.31,Ideal,D,VVS1,62.3,54.0,949.0,4.36,4.4,2.73 +44464,0.52,Ideal,H,VS2,61.5,55.0,1593.0,5.18,5.22,3.2 +30870,0.33,Premium,G,VS2,62.1,56.0,743.0,4.44,4.41,2.75 +41774,0.55,Premium,H,SI2,62.4,56.0,1246.0,5.23,5.2,3.25 +32471,0.45,Fair,F,SI1,57.9,66.0,794.0,5.08,4.98,2.91 +16700,0.3,Good,H,SI1,63.7,56.0,421.0,4.2,4.22,2.68 +44835,0.52,Premium,E,SI1,61.8,60.0,1624.0,5.18,5.15,3.19 +5609,1.1,Ideal,E,I1,61.9,56.0,3872.0,6.59,6.63,4.09 +23196,2.0,Fair,H,SI2,55.3,65.0,11202.0,8.42,8.35,4.64 +46859,0.5,Very Good,G,VVS2,61.4,57.0,1813.0,5.1,5.16,3.15 +53932,0.71,Premium,F,SI1,59.8,62.0,2756.0,5.74,5.73,3.43 +11356,1.23,Good,J,SI2,63.2,57.5,4992.0,6.74,6.82,4.29 +33282,0.31,Premium,G,SI1,62.1,58.0,462.0,4.33,4.36,2.7 +20676,1.01,Good,F,VVS2,61.1,65.0,8956.0,6.38,6.42,3.91 +43570,0.41,Ideal,G,IF,61.7,56.0,1431.0,4.8,4.77,2.95 +11320,1.23,Premium,J,VS2,62.9,59.0,4986.0,6.85,6.8,4.29 +26752,2.24,Very Good,I,SI2,61.7,57.7,16558.0,8.37,8.43,5.18 +37539,0.4,Very Good,E,VVS2,61.4,56.0,988.0,4.74,4.81,2.93 +23827,2.0,Premium,J,SI2,61.9,55.0,11899.0,8.09,8.06,5.0 +37525,0.39,Ideal,F,VVS2,61.2,56.0,987.0,4.7,4.75,2.89 +49417,0.6,Premium,D,SI1,62.8,61.0,2106.0,5.41,5.33,3.37 +17312,1.28,Premium,D,SI2,61.2,58.0,6936.0,7.09,6.96,4.3 +52990,0.72,Ideal,H,VS2,61.7,57.0,2594.0,5.74,5.77,3.55 +52706,0.8,Premium,H,SI1,62.5,55.0,2553.0,5.97,5.93,3.72 +34906,0.34,Premium,F,VS2,61.2,59.0,880.0,4.53,4.49,2.76 +5376,0.34,Premium,J,VS1,61.7,58.0,574.0,4.47,4.41,2.74 +49345,0.71,Very Good,H,SI1,62.5,60.0,2096.0,5.68,5.75,3.57 +29280,0.31,Premium,I,VVS2,62.2,57.0,698.0,4.37,4.34,2.71 +45402,0.55,Ideal,H,VVS2,60.7,55.0,1668.0,5.32,5.34,3.24 +18434,1.3,Premium,H,SI1,59.9,59.0,7498.0,7.18,7.12,4.28 +25773,2.18,Very Good,I,SI2,61.4,59.5,14735.0,8.31,8.37,5.12 +39906,0.56,Premium,G,SI2,59.6,58.0,1103.0,5.42,5.35,3.21 +40648,0.5,Very Good,E,SI2,62.4,57.0,1154.0,5.03,5.07,3.15 +23125,1.55,Premium,H,VS2,60.4,60.0,11149.0,7.44,7.39,4.48 +2763,0.71,Ideal,G,VS1,61.0,56.0,3251.0,5.77,5.8,3.53 +96,0.7,Good,E,VS2,57.5,58.0,2759.0,5.85,5.9,3.38 +8701,0.3,Very Good,G,VS1,60.8,56.0,585.0,4.35,4.37,2.65 +22299,1.23,Ideal,F,VS2,62.4,54.0,10342.0,6.84,6.87,4.28 +33843,0.3,Ideal,G,IF,62.2,55.0,844.0,4.3,4.32,2.68 +17197,2.72,Fair,J,I1,68.2,56.0,6870.0,8.46,8.43,5.76 +41854,0.39,Good,D,VVS2,63.6,60.2,1255.0,4.58,4.62,2.93 +17908,1.07,Premium,F,VS1,62.4,58.0,7232.0,6.52,6.49,4.06 +48891,0.57,Ideal,G,VVS2,61.9,56.0,2039.0,5.29,5.3,3.28 +29329,0.31,Premium,H,VS1,61.8,61.0,698.0,4.36,4.32,2.68 +6132,0.93,Ideal,H,SI1,61.6,54.0,3985.0,6.29,6.33,3.89 +2889,0.82,Very Good,E,SI1,63.1,58.0,3282.0,5.95,6.0,3.77 +31016,0.31,Very Good,E,VVS2,62.4,56.0,749.0,4.32,4.35,2.7 +213,0.71,Ideal,F,VS2,62.1,54.0,2780.0,5.68,5.72,3.54 +33408,0.28,Ideal,E,VVS2,60.3,57.0,828.0,4.25,4.21,2.55 +30243,0.33,Ideal,F,VS1,61.2,56.0,723.0,4.46,4.49,2.74 +39841,0.5,Good,E,SI2,58.2,59.0,1098.0,5.24,5.27,3.06 +3083,1.02,Premium,H,SI2,58.3,59.0,3313.0,6.61,6.57,3.84 +15968,1.0,Good,F,VS1,64.2,60.0,6389.0,6.18,6.28,4.0 +24557,2.03,Premium,I,SI1,59.8,59.0,12844.0,8.29,8.24,4.94 +19345,1.5,Fair,H,VS1,64.8,55.0,8044.0,7.25,7.2,4.68 +22770,1.61,Good,E,SI2,60.9,62.0,10793.0,7.46,7.57,4.58 +46364,0.57,Premium,F,VS2,62.0,54.0,1760.0,5.34,5.31,3.3 +50650,0.31,Premium,E,VS2,60.5,60.0,544.0,4.34,4.39,2.64 +5116,0.79,Ideal,G,VVS2,62.1,56.0,3760.0,5.89,5.93,3.67 +8656,1.02,Premium,H,SI2,62.7,59.0,4455.0,6.41,6.34,4.0 +33297,0.31,Good,G,SI1,63.2,54.0,462.0,4.31,4.33,2.73 +36938,0.23,Very Good,E,VVS1,60.2,59.0,478.0,3.97,4.01,2.4 +32717,0.31,Premium,F,VS2,61.4,62.0,802.0,4.34,4.32,2.66 +28263,0.25,Ideal,H,SI1,62.8,54.0,357.0,4.05,4.07,2.55 +29512,0.4,Very Good,G,SI1,61.6,59.0,702.0,4.66,4.72,2.89 +30179,0.35,Good,G,VS1,58.6,60.5,721.0,4.62,4.68,2.72 +47151,0.72,Ideal,J,VS1,62.3,55.0,1832.0,5.77,5.69,3.57 +27727,2.36,Premium,H,SI2,59.4,58.0,18745.0,8.69,8.75,5.18 +25593,1.54,Very Good,G,VS1,63.4,57.0,14433.0,7.28,7.36,4.64 +36005,0.37,Ideal,E,VS1,63.3,54.0,921.0,4.59,4.63,2.91 +31965,0.26,Ideal,F,VS1,60.9,57.0,452.0,4.11,4.13,2.51 +52822,0.75,Very Good,F,SI1,62.3,58.0,2573.0,5.8,5.86,3.63 +22853,2.01,Fair,G,SI2,65.9,57.0,10887.0,7.85,7.78,5.15 +30862,0.33,Ideal,G,VS2,61.6,55.0,743.0,4.46,4.43,2.74 +4846,0.79,Ideal,I,VS2,60.9,56.0,3710.0,5.97,5.99,3.64 +30048,0.41,Premium,G,SI1,62.7,58.0,719.0,4.7,4.74,2.96 +21781,1.57,Premium,I,VS2,62.6,58.0,9847.0,7.4,7.36,4.62 +24414,2.0,Good,G,SI2,64.3,56.0,12654.0,7.93,7.89,5.09 +11934,1.09,Ideal,E,SI2,61.6,55.0,5127.0,6.64,6.6,4.08 +50492,0.7,Premium,G,SI2,58.5,60.0,2268.0,5.85,5.81,3.41 +28668,0.39,Ideal,E,SI1,60.6,57.0,677.0,4.75,4.79,2.89 +12768,1.14,Premium,G,SI1,62.2,58.0,5326.0,6.64,6.7,4.15 +5002,1.09,Very Good,D,SI2,63.4,59.0,3742.0,6.59,6.54,4.16 +32282,0.26,Very Good,F,VS1,60.5,59.0,453.0,4.12,4.18,2.51 +29216,0.31,Ideal,F,VS1,60.7,56.0,695.0,4.37,4.39,2.66 +25157,1.4,Premium,D,VS1,62.8,58.0,13730.0,7.17,7.07,4.47 +10685,1.0,Very Good,G,SI1,62.6,59.0,4844.0,6.29,6.33,3.95 +29907,0.41,Ideal,F,SI1,61.8,55.0,711.0,4.75,4.8,2.95 +36679,0.52,Ideal,I,SI1,61.8,54.0,950.0,5.17,5.19,3.2 +14583,1.13,Premium,H,VS2,62.4,58.0,5885.0,6.66,6.61,4.14 +18196,1.09,Ideal,F,VS2,60.9,54.0,7385.0,6.66,6.73,4.08 +12656,1.11,Ideal,G,SI2,61.7,57.0,5299.0,6.65,6.69,4.12 +51202,0.72,Ideal,I,SI1,61.3,56.0,2351.0,5.78,5.81,3.55 +42488,0.55,Ideal,H,SI1,62.1,56.0,1319.0,5.2,5.26,3.25 +9562,1.1,Premium,E,SI2,60.9,60.0,4622.0,6.66,6.61,4.04 +32002,0.42,Very Good,I,VS1,62.1,57.0,777.0,4.78,4.8,2.98 +50310,0.31,Very Good,E,SI1,59.1,59.0,544.0,4.42,4.44,2.62 +9993,1.0,Premium,F,SI1,60.3,61.0,4704.0,6.43,6.38,3.86 +35638,0.24,Very Good,D,SI1,63.1,55.0,475.0,3.95,4.01,2.51 +21121,1.51,Very Good,I,SI1,61.6,58.0,9283.0,7.35,7.3,4.51 +44662,0.35,Good,G,SI1,63.4,56.0,522.0,4.46,4.5,2.84 +53334,0.81,Very Good,I,VS1,63.2,59.0,2655.0,5.9,5.84,3.71 +44428,0.61,Premium,H,SI1,61.2,58.0,1588.0,5.45,5.43,3.33 +11408,1.01,Very Good,I,SI2,63.4,57.0,5000.0,6.3,6.39,4.02 +9437,1.0,Premium,I,SI1,59.6,58.0,4592.0,6.55,6.5,3.89 +41164,0.52,Very Good,E,SI2,62.9,56.0,1200.0,5.08,5.12,3.21 +32397,0.31,Ideal,E,VVS2,61.3,55.0,791.0,4.35,4.39,2.68 +50772,0.71,Good,F,SI1,57.9,53.0,2300.0,5.84,5.8,3.37 +47397,0.54,Premium,D,VS1,60.5,58.0,1847.0,5.27,5.21,3.17 +3010,1.0,Fair,G,SI1,65.8,55.0,3304.0,6.22,6.19,4.08 +15837,1.01,Premium,E,VS2,62.9,58.0,6335.0,6.47,6.37,4.04 +40470,0.38,Ideal,D,VS1,62.0,55.0,1140.0,4.68,4.64,2.89 +34716,0.37,Premium,D,SI1,61.9,59.0,874.0,4.65,4.62,2.87 +52763,0.75,Ideal,I,VS1,59.9,57.0,2562.0,5.96,5.9,3.56 +17884,1.36,Ideal,I,SI1,62.0,56.0,7218.0,7.08,7.11,4.4 +20463,2.74,Fair,J,I1,64.9,61.0,8807.0,8.76,8.66,5.65 +28625,0.33,Ideal,H,SI2,61.3,55.0,433.0,4.48,4.49,2.75 +10080,0.33,Ideal,H,VS1,62.2,53.3,592.0,4.45,4.48,2.77 +17470,1.0,Good,G,VVS1,63.8,60.0,7007.0,6.31,6.35,4.04 +13811,1.06,Very Good,H,VS1,61.9,58.0,5627.0,6.57,6.49,4.04 +33291,0.31,Very Good,D,SI2,62.5,55.0,462.0,4.3,4.34,2.7 +4885,1.01,Premium,F,SI2,60.0,60.0,3717.0,6.46,6.4,3.86 +23570,1.63,Premium,G,SI1,59.9,60.0,11578.0,7.64,7.61,4.57 +23131,1.5,Premium,F,SI1,62.8,56.0,11154.0,7.36,7.3,4.6 +33243,0.41,Ideal,E,SI1,61.2,55.0,824.0,4.8,4.84,2.95 +28600,0.3,Ideal,G,VS2,62.2,57.0,675.0,4.32,4.26,2.67 +12704,0.26,Ideal,E,VVS1,62.0,56.0,599.0,4.09,4.13,2.55 +12687,1.66,Premium,I,SI2,60.0,59.0,5310.0,7.63,7.56,4.56 +10842,1.16,Premium,H,SI2,61.8,58.0,4872.0,6.81,6.75,4.19 +29824,0.3,Premium,D,SI1,61.3,60.0,709.0,4.32,4.26,2.63 +38055,0.4,Ideal,F,VVS2,62.2,55.0,1012.0,4.75,4.77,2.96 +29088,0.34,Ideal,H,VS2,60.5,56.0,689.0,4.58,4.54,2.76 +43342,0.51,Premium,F,SI1,59.4,60.0,1406.0,5.21,5.19,3.09 +27484,2.2,Ideal,G,SI2,62.0,57.0,18168.0,8.31,8.27,5.14 +49179,0.64,Premium,D,SI1,62.3,58.0,2074.0,5.53,5.49,3.43 +49910,0.71,Premium,G,SI1,58.9,62.0,2181.0,5.85,5.79,3.43 +16853,1.0,Ideal,E,VS2,62.1,56.0,6720.0,6.42,6.39,3.98 +1928,0.92,Premium,F,SI2,62.1,60.0,3083.0,6.21,6.26,3.87 +24824,1.51,Ideal,G,VS2,59.8,57.0,13214.0,7.48,7.53,4.48 +12686,1.2,Good,G,SI2,62.1,60.0,5310.0,6.72,6.78,4.19 +27161,2.01,Ideal,H,SI1,61.6,57.0,17403.0,8.1,8.04,4.97 +4531,1.02,Good,J,SI2,62.2,61.0,3639.0,6.41,6.48,4.01 +32200,0.35,Premium,E,SI1,60.7,59.0,788.0,4.57,4.52,2.76 +34945,0.24,Good,E,VS2,63.0,59.0,378.0,3.96,4.01,2.51 +17935,1.48,Very Good,H,SI2,62.3,58.0,7244.0,7.18,7.23,4.49 +27801,0.37,Premium,H,VS1,60.9,60.0,649.0,4.6,4.63,2.81 +38772,0.31,Premium,E,VVS2,61.4,58.0,1046.0,4.36,4.33,2.67 +24279,2.22,Fair,G,SI2,64.4,58.0,12508.0,8.32,8.15,5.3 +44830,0.51,Good,E,SI1,64.3,54.0,1624.0,5.1,5.07,3.27 +52943,0.7,Very Good,F,VS2,62.3,61.0,2593.0,5.55,5.62,3.48 +1346,0.63,Ideal,D,VVS2,62.6,56.0,2962.0,5.47,5.49,3.43 +6157,1.25,Fair,H,SI2,64.4,58.0,3990.0,6.82,6.71,4.36 +47743,0.5,Very Good,F,VVS2,61.2,57.0,1891.0,5.1,5.13,3.13 +28997,0.34,Ideal,F,VS2,62.1,56.0,686.0,4.47,4.51,2.79 +7177,1.01,Very Good,H,SI2,58.9,60.0,4185.0,6.62,6.58,3.89 +40928,0.3,Ideal,E,SI1,62.4,57.0,499.0,4.27,4.29,2.67 +48090,0.52,Ideal,G,VVS2,62.1,57.0,1932.0,5.15,5.13,3.19 +11989,1.06,Ideal,H,SI1,62.2,57.0,5143.0,6.56,6.49,4.06 +7947,1.07,Premium,F,SI2,58.2,58.0,4319.0,6.79,6.72,3.93 +43015,0.55,Very Good,F,SI1,60.5,59.0,1370.0,5.29,5.35,3.22 +1253,0.79,Ideal,E,SI1,62.3,55.0,2946.0,5.9,5.94,3.69 +15610,1.54,Good,E,I1,63.3,60.0,6261.0,7.26,7.3,4.61 +30240,0.33,Ideal,E,VS2,62.3,57.0,723.0,4.37,4.43,2.74 +6261,0.9,Ideal,I,VVS2,61.9,55.0,4011.0,6.21,6.23,3.85 +12712,0.26,Ideal,D,VVS2,61.4,56.0,599.0,4.12,4.15,2.54 +53472,0.76,Ideal,E,SI2,61.5,55.0,2680.0,5.88,5.93,3.63 +30850,0.33,Premium,H,VS1,61.5,58.0,743.0,4.46,4.39,2.72 +1339,0.73,Premium,F,VS1,62.7,56.0,2961.0,5.75,5.73,3.6 +29456,0.32,Ideal,E,VS2,60.8,55.0,702.0,4.42,4.49,2.71 +45988,0.3,Good,H,VS1,63.3,56.0,526.0,4.26,4.3,2.71 +19708,0.28,Good,E,VS2,63.7,60.0,625.0,4.23,4.18,2.68 +42049,0.41,Ideal,H,VS1,61.1,56.0,1269.0,4.83,4.86,2.96 +24192,1.6,Very Good,H,VS1,61.2,58.6,12378.0,7.48,7.63,4.62 +33743,0.31,Ideal,F,VVS1,61.6,55.0,840.0,4.36,4.4,2.7 +32260,0.3,Ideal,E,VVS2,61.7,57.0,789.0,4.31,4.34,2.67 +41593,0.24,Very Good,G,VS1,61.2,56.0,391.0,4.0,4.03,2.46 +7186,1.15,Ideal,H,SI2,62.2,57.0,4186.0,6.68,6.63,4.14 +36484,0.32,Ideal,F,IF,61.3,57.0,943.0,4.42,4.46,2.72 +33471,0.32,Ideal,F,VS2,60.3,55.0,828.0,4.45,4.4,2.67 +31610,0.23,Very Good,G,VS2,62.8,53.0,369.0,3.91,3.93,2.46 +43534,0.53,Ideal,H,VS2,61.5,56.0,1427.0,5.21,5.26,3.22 +27902,0.4,Very Good,G,SI1,59.6,61.0,655.0,4.74,4.76,2.83 +26087,2.08,Premium,I,SI2,61.2,58.0,15321.0,8.24,8.16,5.02 +2998,0.9,Good,G,SI2,63.4,59.0,3303.0,6.04,6.08,3.84 +1767,0.7,Good,G,VVS2,61.1,61.0,3046.0,5.67,5.69,3.47 +1397,0.24,Ideal,G,IF,61.8,55.0,559.0,3.99,4.02,2.47 +53315,0.71,Ideal,G,SI1,62.1,56.0,2650.0,5.69,5.74,3.55 +15986,1.22,Ideal,H,SI2,62.3,57.0,6398.0,6.84,6.89,4.28 +43881,0.59,Very Good,F,SI1,62.4,59.0,1452.0,5.33,5.37,3.34 +27701,0.32,Ideal,F,SI1,61.0,55.0,648.0,4.45,4.47,2.72 +30610,0.3,Very Good,G,SI1,62.8,56.0,447.0,4.28,4.32,2.7 +19726,1.09,Ideal,G,VS1,60.4,58.0,8296.0,6.67,6.7,4.04 +4902,0.72,Ideal,D,SI1,61.2,56.0,3722.0,5.77,5.79,3.54 +10756,1.01,Good,E,SI1,64.3,59.0,4853.0,6.34,6.31,4.07 +22486,1.04,Very Good,F,IF,59.8,56.0,10515.0,6.64,6.71,3.99 +32374,0.34,Ideal,E,VS1,61.6,55.0,790.0,4.5,4.52,2.78 +50903,0.65,Very Good,H,VVS1,61.6,58.0,2318.0,5.57,5.62,3.42 +52159,0.7,Very Good,G,VS1,59.3,62.0,2473.0,5.74,5.8,3.42 +17335,1.15,Premium,G,VS2,62.9,58.0,6955.0,6.7,6.62,4.19 +28446,0.31,Ideal,H,VVS1,61.2,58.0,671.0,4.35,4.38,2.67 +8227,1.0,Ideal,F,SI2,61.3,56.0,4372.0,6.43,6.46,3.95 +38208,0.43,Ideal,F,SI1,61.8,56.0,1016.0,4.87,4.84,3.0 +32675,0.31,Ideal,G,VS1,62.5,57.0,802.0,4.37,4.34,2.72 +46963,0.32,Good,F,SI1,61.6,60.1,528.0,4.38,4.4,2.71 +20477,1.52,Fair,H,SI1,61.2,60.0,8818.0,7.39,7.29,4.49 +14980,1.14,Premium,F,SI1,59.6,58.0,6033.0,6.8,6.78,4.05 +41491,0.5,Ideal,F,SI1,60.1,56.0,1232.0,5.19,5.22,3.13 +21842,1.04,Ideal,E,VVS2,61.0,57.0,9901.0,6.61,6.57,4.02 +21882,1.21,Ideal,G,VVS2,59.4,59.0,9954.0,6.92,7.01,4.14 +48397,0.64,Very Good,D,SI1,62.2,55.0,1967.0,5.51,5.55,3.44 +44536,0.5,Ideal,E,VS1,62.2,57.0,1603.0,5.1,5.13,3.18 +1202,0.7,Very Good,G,VVS2,61.8,60.0,2936.0,5.63,5.69,3.5 +17941,1.05,Ideal,G,VS1,61.5,55.0,7247.0,6.56,6.59,4.04 +6287,1.05,Premium,G,SI2,62.7,54.0,4018.0,6.51,6.48,4.07 +47513,0.6,Ideal,F,VS2,62.1,57.0,1866.0,5.39,5.37,3.34 +27551,2.5,Good,J,VS2,62.0,58.0,18325.0,8.63,8.6,5.34 +31121,0.34,Good,E,VS2,57.8,64.0,754.0,4.6,4.61,2.66 +24043,0.43,Very Good,F,SI2,58.3,62.0,633.0,4.91,4.97,2.88 +38573,0.4,Premium,H,VS1,62.6,58.0,1035.0,4.71,4.68,2.94 +25410,2.23,Premium,J,SI1,62.4,59.0,14129.0,8.33,8.36,5.21 +30174,0.38,Ideal,G,VS2,61.0,55.0,721.0,4.67,4.71,2.86 +745,0.33,Premium,J,VS1,62.8,58.0,557.0,4.41,4.38,2.76 +53218,0.72,Good,H,VS1,60.0,61.2,2637.0,5.74,5.83,3.47 +51620,0.72,Very Good,H,VS2,62.9,58.0,2396.0,5.7,5.75,3.6 +50550,0.7,Very Good,G,SI1,63.0,59.0,2276.0,5.64,5.67,3.56 +37643,0.48,Premium,H,SI1,61.9,58.0,990.0,5.04,5.01,3.11 +5409,1.0,Premium,H,VS2,59.8,56.0,3819.0,6.5,6.48,3.88 +33961,0.41,Very Good,I,VVS1,63.5,58.0,845.0,4.7,4.75,3.0 +34878,0.3,Ideal,G,VVS1,61.7,57.0,878.0,4.34,4.31,2.67 +30720,0.35,Fair,E,VVS2,66.2,58.0,738.0,4.41,4.35,2.9 +31855,0.3,Ideal,H,VVS2,61.3,57.0,776.0,4.33,4.31,2.65 +17269,1.05,Ideal,G,VS2,59.4,59.0,6914.0,6.62,6.65,3.94 +6668,0.92,Premium,D,SI2,62.4,60.0,4096.0,6.25,6.21,3.89 +25799,1.5,Premium,E,VS2,61.8,59.0,14790.0,7.31,7.38,4.54 +25491,2.18,Ideal,F,SI2,62.6,55.0,14277.0,8.27,8.22,5.16 +17279,1.29,Ideal,J,VVS1,61.2,56.0,6918.0,7.01,7.05,4.3 +7918,1.09,Ideal,I,SI2,60.3,57.0,4315.0,6.64,6.7,4.02 +4463,0.73,Ideal,E,VS1,61.2,57.0,3620.0,5.85,5.8,3.57 +34519,0.3,Ideal,F,VVS1,62.4,56.0,868.0,4.28,4.31,2.68 +42273,0.23,Very Good,E,VVS2,62.5,55.0,505.0,3.94,3.96,2.47 +15455,1.21,Very Good,H,VS2,62.9,57.0,6189.0,6.75,6.8,4.26 +22645,1.5,Ideal,H,VS2,62.2,57.0,10692.0,7.27,7.33,4.54 +12702,0.26,Ideal,F,VVS2,62.5,56.0,599.0,4.1,4.12,2.57 +32992,0.38,Premium,I,VS2,61.7,59.0,812.0,4.64,4.6,2.85 +25079,1.36,Premium,E,VVS2,59.8,59.0,13598.0,7.12,7.2,4.38 +26661,1.0,Ideal,D,IF,60.7,57.0,16469.0,6.44,6.48,3.92 +5332,0.84,Very Good,D,SI1,59.2,59.0,3809.0,6.18,6.21,3.67 +4367,0.9,Very Good,F,SI2,63.4,59.0,3605.0,6.07,6.11,3.86 +23741,1.54,Premium,F,SI1,60.9,59.0,11790.0,7.46,7.56,4.57 +17325,1.22,Ideal,H,VS2,61.4,57.0,6947.0,6.89,6.85,4.22 +48794,0.83,Premium,J,SI1,59.3,59.0,2022.0,6.17,6.1,3.64 +44155,0.58,Good,D,SI2,56.7,60.0,1563.0,5.59,5.53,3.15 +46559,0.51,Very Good,F,VS2,60.5,63.0,1781.0,5.17,5.11,3.11 +49978,0.29,Very Good,G,VVS2,60.2,59.0,541.0,4.27,4.3,2.58 +31259,0.32,Ideal,D,VS2,61.9,55.0,758.0,4.39,4.43,2.73 +11988,1.03,Ideal,G,SI1,60.3,58.0,5143.0,6.57,6.62,3.98 +16194,1.07,Ideal,G,VS2,62.2,57.0,6471.0,6.55,6.53,4.07 +36237,0.33,Premium,D,VS1,60.3,61.0,933.0,4.51,4.48,2.71 +3941,1.01,Ideal,H,SI2,61.6,56.0,3501.0,6.48,6.44,3.98 +5778,1.11,Very Good,J,SI1,62.0,58.0,3901.0,6.57,6.62,4.09 +9730,0.75,Very Good,D,VVS2,59.4,59.0,4656.0,5.88,5.94,3.51 +45559,0.5,Very Good,D,VS2,63.0,57.0,1688.0,5.03,5.06,3.18 +16675,1.2,Premium,H,VS2,62.8,59.0,6666.0,6.75,6.7,4.22 +21035,0.31,Ideal,G,VS1,61.3,56.0,625.0,4.36,4.38,2.68 +23767,1.53,Ideal,F,SI1,60.3,57.0,11820.0,7.52,7.45,4.51 +41716,0.47,Good,F,VS1,60.0,60.1,1243.0,5.04,5.06,3.03 +12822,1.21,Very Good,I,SI1,62.8,57.0,5346.0,6.73,6.8,4.25 +11776,1.02,Ideal,G,SI1,62.2,56.0,5082.0,6.44,6.46,4.01 +6802,0.92,Good,H,VS1,62.3,63.0,4116.0,6.18,6.3,3.88 +33679,0.3,Ideal,E,VVS2,61.4,55.0,837.0,4.32,4.34,2.66 +12158,0.91,Ideal,F,SI1,62.0,55.0,5176.0,6.21,6.24,3.86 +44074,0.59,Very Good,H,VS2,61.8,56.0,1552.0,5.37,5.41,3.33 +28219,0.33,Ideal,G,VS1,61.6,57.0,666.0,4.41,4.45,2.73 +41920,0.48,Good,G,VS1,57.8,60.9,1262.0,5.12,5.19,2.97 +47814,0.55,Ideal,G,VS1,61.5,56.7,1902.0,5.25,5.28,3.24 +19832,1.5,Premium,F,SI1,60.0,60.0,8400.0,7.48,7.42,4.47 +47691,0.57,Very Good,E,VS1,62.9,57.0,1883.0,5.27,5.29,3.32 +43973,0.27,Very Good,E,VS1,61.8,55.0,518.0,4.18,4.21,2.59 +20274,1.11,Ideal,E,VS2,62.1,53.0,8698.0,6.67,6.69,4.14 +21715,0.33,Very Good,E,VS2,61.9,58.0,627.0,4.42,4.47,2.75 +53707,0.81,Good,F,SI1,64.3,53.0,2718.0,5.91,5.97,3.81 +40209,0.31,Ideal,F,IF,62.3,57.0,1122.0,4.34,4.3,2.69 +32880,0.36,Premium,H,VS1,61.6,59.0,810.0,4.57,4.52,2.8 +33097,0.31,Ideal,F,VVS1,62.0,55.0,815.0,4.33,4.35,2.69 +23170,1.23,Ideal,G,VVS1,61.2,56.0,11182.0,6.94,6.9,4.23 +13156,1.01,Premium,D,SI1,62.6,58.0,5443.0,6.33,6.44,4.0 +46233,0.5,Premium,D,VS2,62.1,58.0,1752.0,5.03,5.08,3.14 +50573,0.85,Good,J,SI1,59.2,64.0,2278.0,6.17,6.13,3.64 +17639,1.36,Premium,I,VS2,61.9,56.0,7104.0,7.17,7.08,4.41 +3060,0.34,Premium,F,SI1,59.8,58.0,566.0,4.53,4.57,2.72 +46091,0.52,Premium,E,VS1,59.2,59.0,1739.0,5.29,5.25,3.12 +5562,0.96,Ideal,G,SI2,61.7,57.0,3858.0,6.35,6.3,3.9 +26770,1.59,Ideal,G,VVS1,59.9,56.0,16599.0,7.57,7.64,4.55 +787,0.62,Ideal,G,VVS2,61.6,56.0,2861.0,5.48,5.51,3.38 +34450,0.4,Premium,G,SI1,61.7,61.0,864.0,4.68,4.63,2.87 +1589,0.71,Very Good,E,VS1,62.1,57.0,3009.0,5.67,5.69,3.53 +47113,0.87,Ideal,G,I1,61.5,57.0,1827.0,6.09,6.04,3.73 +6002,1.01,Good,H,SI2,63.9,58.0,3959.0,6.35,6.32,4.05 +31906,0.3,Ideal,G,VS1,62.9,57.0,776.0,4.31,4.28,2.7 +21129,1.03,Ideal,F,VVS2,62.4,55.6,9290.0,6.44,6.49,4.02 +47217,0.5,Premium,F,VS1,62.3,55.0,1838.0,5.09,5.06,3.16 +1017,0.73,Premium,E,VS2,62.0,60.0,2902.0,5.76,5.73,3.56 +7381,0.33,Premium,H,VS1,61.0,59.0,579.0,4.45,4.5,2.73 +29053,0.42,Very Good,G,SI1,63.0,55.0,687.0,4.77,4.81,3.02 +10860,1.03,Ideal,H,VS1,61.5,57.0,4874.0,6.49,6.45,3.98 +20412,1.12,Ideal,G,VVS2,62.0,55.0,8773.0,6.67,6.69,4.14 +8525,1.04,Very Good,F,SI2,60.0,61.0,4427.0,6.5,6.57,3.92 +32954,0.35,Premium,J,VS1,62.2,58.0,460.0,4.49,4.54,2.81 +42909,0.51,Very Good,E,SI1,60.8,57.0,1363.0,5.12,5.17,3.13 +5795,1.0,Very Good,F,SI2,62.4,56.0,3906.0,6.31,6.35,3.95 +37946,0.36,Premium,I,SI1,60.4,60.0,486.0,4.58,4.62,2.78 +46747,0.72,Premium,I,SI1,60.6,57.0,1799.0,5.88,5.73,3.52 +21250,1.34,Ideal,G,VS2,61.9,56.0,9401.0,7.1,7.05,4.38 +46329,0.51,Ideal,E,VS1,61.5,56.0,1758.0,5.11,5.16,3.16 +53064,0.72,Ideal,H,VS1,61.9,56.0,2608.0,5.78,5.73,3.56 +30669,0.4,Premium,F,SI1,62.5,59.0,737.0,4.67,4.71,2.93 +18577,1.23,Premium,H,VS1,61.1,58.0,7577.0,6.91,6.86,4.21 +29307,0.25,Ideal,G,VS1,62.3,54.0,438.0,4.05,4.11,2.54 +14130,0.93,Premium,F,SI1,62.3,59.0,5729.0,6.25,6.21,3.88 +17632,1.14,Ideal,G,VS2,60.5,60.0,7099.0,6.77,6.75,4.09 +44970,0.54,Ideal,G,VS1,62.2,56.0,1637.0,5.19,5.23,3.24 +29775,0.3,Very Good,I,VVS1,63.1,57.0,709.0,4.29,4.27,2.7 +46187,0.65,Premium,F,SI1,61.4,57.8,1748.0,5.5,5.56,3.39 +12922,1.0,Good,E,VS2,64.0,58.0,5376.0,6.24,6.2,3.99 +269,0.76,Premium,H,VVS2,59.6,57.0,2792.0,5.91,5.86,3.51 +11829,1.0,Premium,D,SI1,61.4,58.0,5096.0,6.4,6.34,3.91 +34281,0.32,Premium,J,SI1,62.2,59.0,468.0,4.41,4.37,2.73 +38753,0.35,Ideal,E,VVS1,62.0,56.0,1044.0,4.51,4.58,2.82 +28149,0.3,Ideal,G,VVS2,62.1,55.0,665.0,4.32,4.35,2.69 +16173,1.0,Good,G,VS1,63.6,59.0,6465.0,6.34,6.3,4.02 +35774,0.4,Premium,E,VS2,62.2,59.0,912.0,4.71,4.74,2.94 +32099,0.33,Ideal,D,VS2,60.9,55.0,781.0,4.46,4.5,2.73 +12430,1.03,Ideal,G,SI1,61.7,56.0,5241.0,6.5,6.47,4.0 +44895,0.5,Very Good,E,VS2,63.4,58.0,1629.0,5.06,5.04,3.2 +35947,0.3,Ideal,F,SI1,62.3,54.0,475.0,4.3,4.34,2.69 +3142,0.7,Ideal,E,SI1,61.1,56.0,3330.0,5.75,5.78,3.52 +4565,0.77,Premium,D,VS1,62.1,57.0,3644.0,5.85,5.8,3.62 +4496,0.72,Ideal,D,VS1,62.5,55.0,3629.0,5.71,5.74,3.58 +13711,0.37,Ideal,H,VS2,60.7,58.0,603.0,4.64,4.68,2.83 +27959,0.27,Ideal,I,VS1,61.3,57.0,432.0,4.16,4.19,2.56 +21529,1.67,Premium,H,SI2,61.6,57.0,9625.0,7.66,7.61,4.7 +6160,1.0,Very Good,J,SI2,62.8,54.0,3991.0,6.35,6.43,4.01 +27377,0.29,Ideal,D,VS1,61.7,57.0,647.0,4.26,4.23,2.62 +45663,0.59,Ideal,D,SI1,61.2,56.0,1694.0,5.38,5.43,3.31 +33624,0.33,Ideal,G,SI2,61.7,55.0,463.0,4.46,4.48,2.76 +33773,0.48,Ideal,I,SI1,61.9,53.0,841.0,5.06,5.08,3.14 +42535,0.4,Premium,D,VVS2,60.4,59.0,1323.0,4.77,4.76,2.88 +8850,1.01,Good,E,SI1,64.1,59.0,4480.0,6.35,6.31,4.06 +30521,0.26,Ideal,E,VVS2,61.3,57.0,733.0,4.12,4.15,2.53 +53628,0.3,Very Good,D,SI1,61.3,60.0,552.0,4.26,4.32,2.63 +34324,0.32,Ideal,E,VVS1,60.7,55.0,860.0,4.42,4.45,2.69 +43886,0.54,Ideal,H,VS2,61.5,55.0,1453.0,5.25,5.28,3.24 +22163,1.08,Very Good,F,VVS1,61.0,58.0,10204.0,6.64,6.61,4.04 +20260,1.01,Premium,F,VVS2,62.0,58.0,8688.0,6.45,6.36,3.97 +49697,0.55,Very Good,F,VVS2,62.4,59.0,2147.0,5.2,5.22,3.25 +1297,0.79,Premium,F,VS2,63.0,59.0,2953.0,5.84,5.8,3.66 +9759,1.15,Very Good,H,SI2,63.7,56.0,4661.0,6.63,6.66,4.23 +8635,1.04,Very Good,J,VS2,59.5,59.0,4451.0,6.59,6.66,3.94 +43732,0.51,Ideal,H,VS1,62.7,54.0,1438.0,5.12,5.15,3.22 +69,0.31,Premium,G,SI1,61.8,58.0,553.0,4.35,4.32,2.68 +14671,1.28,Very Good,I,SI1,63.6,54.0,5920.0,6.87,6.9,4.38 +51865,0.52,Ideal,D,VVS2,62.0,56.0,2426.0,5.14,5.18,3.2 +46864,0.53,Ideal,G,VS1,61.9,56.0,1813.0,5.21,5.19,3.22 +3587,0.9,Good,E,SI2,61.9,62.0,3422.0,6.14,6.18,3.81 +31198,0.32,Ideal,I,VVS1,62.5,55.0,756.0,4.4,4.37,2.74 +28898,0.3,Premium,G,VVS2,61.2,59.0,684.0,4.31,4.35,2.65 +15492,1.23,Premium,I,VS2,61.1,60.0,6206.0,6.95,6.89,4.23 +20722,0.31,Premium,F,VS2,62.7,59.0,625.0,4.3,4.34,2.71 +11120,1.05,Good,H,SI1,63.2,56.0,4937.0,6.47,6.51,4.1 +53454,0.56,Ideal,F,VVS2,61.1,57.0,2676.0,5.32,5.35,3.25 +19173,1.21,Very Good,F,VS2,63.5,55.0,7928.0,6.77,6.71,4.28 +11587,1.0,Premium,E,SI1,61.2,58.0,5040.0,6.39,6.35,3.9 +914,0.63,Premium,E,IF,60.3,62.0,2879.0,5.55,5.53,3.34 +8055,0.23,Very Good,F,VVS1,61.8,57.0,583.0,3.94,3.96,2.44 +18096,1.42,Premium,H,SI2,61.6,58.0,7316.0,7.22,7.17,4.43 +24513,2.14,Premium,G,SI2,60.1,58.0,12792.0,8.4,8.35,5.03 +42236,0.54,Ideal,H,SI1,60.6,57.0,1291.0,5.28,5.32,3.21 +3909,0.71,Very Good,F,VVS2,60.6,58.0,3494.0,5.76,5.79,3.5 +6459,1.01,Very Good,H,SI1,62.5,58.0,4052.0,6.37,6.42,4.0 +10547,1.04,Premium,G,SI1,59.2,61.0,4811.0,6.68,6.63,3.94 +46964,0.32,Ideal,E,SI1,63.2,55.0,528.0,4.37,4.33,2.75 +11382,0.34,Ideal,H,VS1,62.5,57.0,596.0,4.43,4.46,2.78 +38576,0.4,Premium,H,VS1,62.7,56.0,1035.0,4.73,4.71,2.96 +26269,2.0,Very Good,H,SI1,62.2,57.0,15745.0,7.97,8.08,4.99 +49562,0.67,Very Good,G,VS2,61.7,59.7,2131.0,5.56,5.61,3.45 +53061,0.72,Very Good,E,SI1,63.1,60.0,2608.0,5.65,5.7,3.58 +11607,1.24,Very Good,I,SI1,62.5,57.0,5046.0,6.84,6.89,4.29 +27743,2.04,Premium,H,SI1,58.1,60.0,18795.0,8.37,8.28,4.84 +39996,0.41,Ideal,F,VS2,62.6,57.0,1107.0,4.79,4.76,2.99 +18538,1.56,Good,H,SI2,59.2,59.0,7554.0,7.46,7.54,4.44 +52403,0.71,Very Good,E,SI1,63.1,58.0,2511.0,5.65,5.69,3.58 +32902,0.36,Fair,F,VS1,55.3,67.0,810.0,4.79,4.72,2.63 +36902,0.37,Ideal,F,VVS1,61.3,55.0,960.0,4.62,4.65,2.84 +17805,1.5,Good,J,VS2,63.6,58.0,7177.0,7.2,7.23,4.59 +49073,0.48,Ideal,F,IF,62.0,54.0,2059.0,5.0,5.05,3.11 +9039,0.36,Ideal,I,VS1,62.0,54.0,587.0,4.58,4.61,2.85 +40576,0.52,Ideal,I,VS2,62.3,54.0,1152.0,5.17,5.2,3.23 +14046,0.26,Ideal,G,IF,62.2,55.0,605.0,4.09,4.13,2.55 +36914,0.41,Ideal,H,VVS2,62.5,56.0,961.0,4.77,4.74,2.97 +40660,0.38,Ideal,E,VVS1,61.5,56.0,1154.0,4.67,4.7,2.88 +10254,1.1,Ideal,G,SI2,62.1,56.0,4750.0,6.63,6.61,4.11 +17476,1.0,Good,F,VVS2,56.5,63.0,7016.0,6.65,6.62,3.75 +1659,0.9,Good,H,SI2,63.1,60.0,3024.0,6.09,6.14,3.86 +46548,0.51,Ideal,E,VS2,62.0,56.0,1781.0,5.15,5.11,3.18 +50449,0.7,Very Good,F,SI1,63.5,59.0,2264.0,5.59,5.65,3.57 +20347,1.14,Ideal,G,VVS2,62.3,55.0,8743.0,6.64,6.72,4.18 +36823,0.33,Very Good,E,IF,61.8,55.0,957.0,4.47,4.52,2.78 +13142,1.22,Premium,G,SI2,58.3,61.0,5436.0,7.0,6.92,4.06 +45568,0.52,Premium,G,VS1,61.2,60.0,1689.0,5.13,5.19,3.16 +42742,0.51,Ideal,E,SI1,62.3,56.0,1343.0,5.12,5.15,3.2 +16060,1.01,Ideal,F,VS2,61.0,57.0,6416.0,6.38,6.5,3.93 +4698,1.01,Very Good,I,SI1,63.2,55.0,3676.0,6.4,6.32,4.02 +10785,1.0,Good,G,SI1,61.9,61.0,4859.0,6.36,6.4,3.95 +51409,0.71,Ideal,E,SI2,61.7,57.0,2370.0,5.72,5.76,3.54 +39209,0.54,Ideal,F,SI2,61.8,56.0,1065.0,5.26,5.29,3.26 +41001,0.39,Very Good,F,IF,59.9,59.0,1183.0,4.78,4.84,2.88 +6568,1.12,Premium,H,SI2,61.0,59.0,4077.0,6.72,6.66,4.08 +18995,1.09,Ideal,G,VS1,62.3,55.0,7820.0,6.59,6.63,4.12 +52662,0.71,Good,I,VVS1,63.4,57.0,2549.0,5.67,5.71,3.61 +22431,1.36,Ideal,G,VS1,61.0,56.0,10455.0,7.13,7.11,4.34 +12943,1.0,Ideal,I,VS1,60.4,55.0,5385.0,6.49,6.52,3.93 +48007,0.52,Ideal,D,VS2,62.2,56.0,1919.0,5.16,5.13,3.2 +50942,0.72,Premium,E,SI2,60.4,58.0,2320.0,5.82,5.78,3.5 +14243,1.1,Very Good,F,SI1,58.9,63.0,5769.0,6.73,6.78,3.98 +34613,0.27,Ideal,E,VS1,61.6,55.0,470.0,4.16,4.18,2.57 +27046,0.32,Ideal,G,VS1,60.5,56.0,645.0,4.42,4.44,2.68 +8600,1.03,Premium,I,SI1,61.6,59.0,4441.0,6.49,6.46,3.99 +32451,0.43,Very Good,E,SI1,62.4,56.0,792.0,4.79,4.83,3.0 +2191,1.01,Very Good,G,SI1,62.0,63.0,3137.0,6.34,6.25,3.9 +24641,2.13,Premium,I,SI2,59.8,58.0,12980.0,8.43,8.37,5.02 +30654,0.33,Ideal,D,SI1,61.9,55.0,736.0,4.45,4.47,2.76 +43094,0.46,Ideal,H,IF,62.3,54.0,1382.0,4.94,4.98,3.09 +8492,0.9,Very Good,D,SI1,59.5,57.0,4419.0,6.19,6.34,3.73 +52015,0.7,Very Good,F,SI1,63.1,60.0,2445.0,5.62,5.63,3.55 +12577,1.2,Very Good,H,SI2,62.1,59.0,5280.0,6.75,6.8,4.21 +42666,0.56,Ideal,F,SI1,61.5,55.0,1334.0,5.3,5.34,3.27 +46418,0.51,Very Good,G,VVS2,60.9,56.0,1768.0,5.17,5.21,3.16 +32429,0.4,Ideal,G,VS2,62.4,54.0,792.0,4.74,4.75,2.96 +3088,0.74,Ideal,E,VS2,61.7,56.0,3315.0,5.86,5.81,3.6 +21605,1.07,Ideal,G,VVS1,61.4,55.0,9703.0,6.59,6.66,4.06 +36882,0.32,Ideal,F,IF,61.2,57.0,958.0,4.44,4.45,2.72 +3101,0.71,Ideal,D,VS2,62.1,56.0,3321.0,5.71,5.75,3.56 +14924,1.5,Good,G,SI2,57.9,61.0,6006.0,7.52,7.48,4.35 +42598,0.5,Ideal,E,SI1,59.7,62.0,1331.0,5.16,5.19,3.09 +50341,0.5,Ideal,D,VS2,61.1,57.0,2243.0,5.11,5.13,3.13 +21396,1.24,Premium,F,VS2,62.4,60.0,9513.0,6.83,6.8,4.25 +27818,0.34,Good,G,SI1,63.9,58.0,650.0,4.43,4.4,2.82 +47183,0.51,Premium,F,VS1,60.9,57.0,1836.0,5.27,5.17,3.18 +34309,0.29,Ideal,F,VVS1,60.9,57.0,858.0,4.32,4.29,2.62 +19468,1.19,Premium,G,VS1,62.6,58.0,8109.0,6.78,6.71,4.22 +50123,0.57,Ideal,H,IF,61.0,57.0,2210.0,5.35,5.38,3.27 +31257,0.32,Ideal,D,VS2,62.0,55.0,758.0,4.38,4.42,2.73 +47662,0.23,Very Good,E,VVS1,58.6,61.0,530.0,4.02,4.04,2.36 +12418,1.07,Premium,H,SI1,59.2,61.0,5237.0,6.67,6.65,3.94 +47103,0.53,Very Good,G,VVS2,62.2,54.0,1827.0,5.19,5.23,3.23 +6485,0.9,Very Good,G,SI1,62.7,59.0,4059.0,6.12,6.17,3.85 +19172,1.28,Very Good,E,SI1,59.8,59.1,7927.0,6.99,7.05,4.21 +13061,0.93,Ideal,E,VS2,62.4,56.0,5411.0,6.26,6.3,3.92 +32796,0.31,Ideal,E,VS1,61.4,56.0,804.0,4.38,4.35,2.68 +34141,0.33,Ideal,F,VS2,60.5,55.0,854.0,4.55,4.47,2.73 +2440,0.7,Ideal,H,VS1,61.0,56.0,3185.0,5.75,5.79,3.51 +42804,0.52,Ideal,G,SI1,62.2,54.0,1352.0,5.18,5.2,3.23 +48094,0.62,Premium,G,VS1,59.8,58.0,1933.0,5.55,5.58,3.33 +6832,1.09,Premium,I,SI2,61.3,55.0,4120.0,6.66,6.62,4.07 +19170,1.08,Ideal,G,VS1,62.4,55.0,7925.0,6.57,6.63,4.12 +34848,0.3,Ideal,G,VVS2,61.5,56.0,878.0,4.34,4.31,2.66 +53137,0.7,Ideal,I,VVS1,61.5,57.0,2620.0,5.72,5.75,3.52 +1942,0.9,Fair,E,SI2,64.5,55.0,3084.0,6.12,6.03,3.92 +30317,0.36,Ideal,F,VS2,62.0,55.0,726.0,4.55,4.58,2.83 +52558,0.7,Premium,G,VS1,62.6,60.0,2535.0,5.66,5.58,3.52 +43927,0.3,Ideal,H,SI1,61.9,54.0,514.0,4.31,4.34,2.68 +18335,1.04,Ideal,F,VS2,62.0,55.0,7459.0,6.47,6.52,4.03 +52342,0.73,Premium,D,SI1,60.5,58.0,2498.0,5.85,5.82,3.53 +14412,1.23,Ideal,I,SI2,61.8,55.0,5820.0,6.87,6.91,4.26 +50884,0.76,Very Good,I,SI1,57.5,62.0,2316.0,6.03,6.08,3.48 +4397,0.31,Good,D,SI1,63.7,54.0,571.0,4.31,4.35,2.76 +48213,0.76,Very Good,J,VS2,59.9,59.0,1949.0,5.92,5.94,3.55 +17021,1.01,Ideal,G,VS1,61.5,56.0,6794.0,6.48,6.43,3.97 +53463,0.73,Very Good,E,SI1,63.2,58.0,2679.0,5.71,5.74,3.62 +14187,1.01,Good,G,VS2,58.9,61.0,5756.0,6.46,6.55,3.83 +30507,0.31,Good,D,SI1,63.7,54.0,732.0,4.35,4.31,2.76 +1141,0.9,Fair,I,VS2,64.1,66.0,2921.0,6.04,5.98,3.85 +38017,0.39,Premium,H,VS1,61.7,57.0,1009.0,4.68,4.65,2.88 +30013,0.45,Ideal,I,VS2,61.9,54.0,717.0,4.92,4.94,3.05 +2735,0.7,Very Good,D,VS1,62.8,59.0,3247.0,5.63,5.68,3.55 +21024,1.51,Premium,D,SI2,62.1,60.0,9234.0,7.3,7.25,4.52 +28348,0.33,Ideal,G,VS1,61.7,56.0,666.0,4.44,4.47,2.75 +18579,1.51,Ideal,I,SI2,61.8,57.0,7577.0,7.43,7.36,4.57 +21405,1.18,Premium,G,VS2,61.5,58.0,9516.0,6.87,6.79,4.2 +39945,0.24,Good,F,VVS2,65.0,58.0,492.0,3.89,3.93,2.54 +12352,1.01,Very Good,E,SI1,62.4,58.0,5229.0,6.36,6.4,3.99 +22256,1.71,Ideal,J,VS1,62.4,56.0,10309.0,7.59,7.63,4.75 +32456,0.4,Premium,H,VS1,62.7,58.5,793.0,4.7,4.74,2.96 +48347,0.57,Ideal,F,VS1,62.3,57.0,1961.0,5.29,5.32,3.3 +45415,0.61,Good,G,VS2,59.9,61.0,1668.0,5.48,5.6,3.32 +37579,0.32,Ideal,F,VVS1,61.8,56.0,990.0,4.45,4.42,2.74 +31773,0.32,Premium,F,VS2,59.7,62.0,773.0,4.43,4.38,2.63 +41244,0.46,Premium,I,IF,59.4,60.0,1208.0,5.04,5.02,2.99 +8604,1.07,Ideal,H,SI2,61.8,56.0,4442.0,6.58,6.63,4.08 +24407,1.14,Very Good,E,IF,63.3,57.0,12647.0,6.63,6.71,4.22 +14261,1.08,Premium,H,VS2,62.9,55.0,5775.0,6.59,6.54,4.13 +30197,0.42,Good,F,SI1,63.6,57.0,722.0,4.7,4.76,3.01 +7743,1.07,Premium,G,SI2,59.9,59.0,4278.0,6.67,6.61,3.98 +33664,0.36,Ideal,E,VS1,61.8,55.0,835.0,4.58,4.61,2.84 +45716,0.56,Ideal,E,SI1,62.3,56.0,1698.0,5.3,5.26,3.29 +35334,0.32,Ideal,E,VS1,61.6,55.0,898.0,4.43,4.46,2.74 +32427,0.4,Ideal,G,VS2,62.5,54.0,792.0,4.72,4.75,2.96 +46463,0.71,Good,I,SI1,60.0,64.0,1774.0,5.79,5.71,3.45 +27085,1.41,Premium,D,VVS2,60.8,57.0,17216.0,7.28,7.23,4.41 +35253,0.3,Very Good,G,IF,63.0,53.0,895.0,4.24,4.3,2.69 +25472,2.03,Very Good,I,SI2,62.2,54.0,14239.0,8.11,8.15,5.06 +39880,0.42,Ideal,G,VVS2,61.3,56.0,1103.0,4.82,4.81,2.95 +33220,0.39,Ideal,F,VS2,60.0,57.0,821.0,4.7,4.76,2.84 +12110,1.01,Premium,H,VS2,61.6,59.0,5166.0,6.39,6.41,3.94 +763,0.7,Premium,E,VS2,61.4,59.0,2858.0,5.73,5.7,3.51 +40670,0.44,Premium,G,VVS2,61.3,60.0,1155.0,4.94,4.88,3.01 +9731,1.26,Ideal,J,SI2,62.5,53.0,4656.0,6.86,6.9,4.3 +12004,1.01,Premium,D,SI1,59.2,61.0,5147.0,6.4,6.34,3.77 +25301,1.58,Very Good,G,VS1,62.8,57.0,13963.0,7.34,7.4,4.63 +45812,0.69,Ideal,G,SI2,62.7,54.0,1711.0,5.71,5.64,3.56 +43379,0.55,Premium,F,SI1,60.2,58.0,1410.0,5.31,5.35,3.21 +14031,1.22,Ideal,H,SI2,61.7,56.0,5703.0,6.83,6.91,4.24 +41589,0.23,Very Good,H,VVS2,59.2,61.0,389.0,4.0,4.04,2.38 +22900,1.55,Ideal,F,SI2,61.9,55.0,10937.0,7.44,7.4,4.6 +379,0.7,Very Good,F,VS1,59.9,60.0,2810.0,5.77,5.84,3.48 +16994,1.01,Premium,E,VS2,60.4,58.0,6787.0,6.51,6.47,3.92 +16197,1.2,Ideal,H,SI1,62.2,56.0,6471.0,6.8,6.77,4.23 +46200,0.84,Good,F,I1,60.8,64.0,1749.0,6.05,6.03,3.67 +5398,0.3,Premium,D,SI2,62.4,58.0,574.0,4.31,4.28,2.68 +27324,2.01,Premium,H,SI1,61.3,59.0,17849.0,8.16,8.08,4.98 +25632,2.12,Ideal,J,SI1,62.1,56.0,14503.0,8.17,8.25,5.1 +7653,0.9,Ideal,G,VS2,62.6,57.0,4269.0,6.14,6.2,3.86 +33963,0.4,Very Good,D,VS2,62.4,60.0,845.0,4.66,4.67,2.91 +15016,1.02,Very Good,D,SI1,62.8,56.0,6047.0,6.39,6.44,4.03 +50216,0.7,Ideal,F,SI1,61.9,57.0,2230.0,5.66,5.75,3.53 +22156,1.01,Ideal,F,VVS1,60.5,60.0,10197.0,6.45,6.47,3.91 +1322,0.7,Very Good,F,VS1,60.1,58.0,2959.0,5.73,5.79,3.46 +11758,0.93,Fair,D,VS2,56.3,67.0,5078.0,6.52,6.45,3.65 +30031,0.39,Good,F,SI1,63.3,54.0,718.0,4.62,4.67,2.94 +39569,0.44,Very Good,G,VVS2,60.9,57.0,1081.0,4.89,4.93,2.99 +30523,0.26,Ideal,F,VVS1,60.3,56.0,733.0,4.15,4.17,2.51 +870,0.7,Ideal,D,SI1,61.4,54.0,2872.0,5.71,5.75,3.52 +8050,0.25,Ideal,G,IF,61.1,57.0,582.0,4.06,4.07,2.48 +25134,1.77,Very Good,I,VS2,60.2,58.0,13691.0,7.88,7.83,4.73 +29902,0.4,Very Good,G,SI1,61.0,56.0,711.0,4.77,4.8,2.92 +3860,0.72,Ideal,G,VS1,60.3,57.0,3478.0,5.82,5.86,3.52 +13123,1.01,Fair,D,SI1,64.7,57.0,5430.0,6.33,6.25,4.07 +7553,0.92,Ideal,G,SI1,62.6,55.0,4249.0,6.22,6.24,3.9 +14955,1.21,Good,H,SI1,58.2,58.0,6022.0,6.98,7.01,4.07 +34880,0.39,Premium,G,SI1,60.9,58.0,878.0,4.73,4.7,2.87 +8590,0.9,Ideal,E,SI1,59.1,59.0,4439.0,6.31,6.37,3.75 +53073,0.71,Ideal,D,SI2,61.3,57.0,2610.0,5.71,5.78,3.52 +25561,2.1,Premium,I,VS2,60.7,61.0,14394.0,8.28,8.27,5.02 +18017,1.36,Very Good,E,SI2,61.7,59.0,7288.0,7.09,7.2,4.41 +51308,0.31,Very Good,G,VS2,59.0,60.0,544.0,4.37,4.41,2.59 +17176,1.31,Good,H,SI1,57.9,62.0,6857.0,7.18,7.25,4.18 +49451,0.75,Very Good,F,SI2,58.6,60.0,2111.0,5.99,6.03,3.52 +10190,1.06,Premium,E,SI2,60.5,60.0,4737.0,6.67,6.61,4.02 +50827,0.67,Very Good,G,VS1,59.9,57.4,2309.0,5.69,5.75,3.42 +36318,0.32,Ideal,G,VVS2,61.7,57.0,936.0,4.44,4.41,2.73 +44334,0.33,Premium,I,VS1,61.6,60.0,521.0,4.42,4.45,2.73 +32257,0.3,Ideal,G,VVS1,62.6,54.0,789.0,4.25,4.28,2.67 +19399,1.35,Premium,H,VS2,62.2,56.0,8062.0,7.13,7.08,4.42 +20679,1.23,Premium,F,VS2,60.8,59.0,8959.0,6.9,6.94,4.21 +49268,0.77,Premium,I,SI1,60.4,58.0,2089.0,5.96,5.99,3.61 +23997,1.5,Very Good,G,VS2,62.1,57.0,12156.0,7.21,7.31,4.51 +23936,1.26,Ideal,G,VVS2,61.4,55.0,12066.0,6.96,6.99,4.29 +52082,0.72,Ideal,F,SI2,61.8,57.0,2456.0,5.75,5.78,3.56 +3176,0.81,Ideal,E,SI1,61.3,57.0,3338.0,6.08,6.03,3.71 +27078,1.6,Premium,G,VVS1,61.5,58.0,17204.0,7.48,7.58,4.63 +32146,0.32,Very Good,F,VVS2,61.8,60.0,786.0,4.36,4.41,2.71 +49851,0.72,Ideal,G,SI2,61.6,54.0,2170.0,5.78,5.82,3.57 +19273,1.15,Ideal,G,VS1,61.9,56.0,7999.0,6.71,6.73,4.16 +36336,0.32,Ideal,G,VVS2,62.2,56.0,936.0,4.38,4.34,2.71 +41919,1.03,Fair,E,I1,78.2,54.0,1262.0,5.72,5.59,4.42 +50098,0.61,Ideal,D,VS2,61.0,57.0,2207.0,5.49,5.53,3.36 +44622,0.57,Ideal,E,SI1,61.9,56.0,1608.0,5.32,5.35,3.3 +8018,1.04,Premium,D,SI2,58.2,59.0,4330.0,6.67,6.62,3.87 +17059,0.34,Premium,E,SI2,61.7,61.0,612.0,4.51,4.47,2.77 +36214,0.36,Premium,G,VS1,61.2,60.0,932.0,4.59,4.56,2.8 +37043,0.34,Ideal,F,VVS1,62.0,56.0,967.0,4.45,4.49,2.77 +39533,0.4,Premium,F,VS2,60.7,60.0,1080.0,4.8,4.75,2.9 +36406,0.31,Ideal,D,VS2,59.0,57.0,942.0,4.48,4.44,2.63 +10164,1.05,Good,F,SI1,57.9,62.0,4729.0,6.68,6.73,3.88 +20946,1.7,Good,H,SI1,64.1,58.0,9158.0,7.54,7.51,4.83 +42986,0.55,Ideal,I,SI1,61.3,56.0,1367.0,5.29,5.34,3.26 +11576,1.02,Very Good,F,SI1,62.1,63.0,5038.0,6.48,6.36,3.99 +21346,1.27,Ideal,G,VS2,61.9,57.0,9489.0,6.9,6.93,4.28 +41755,0.5,Ideal,I,VS2,62.5,55.0,1244.0,5.05,5.09,3.17 +42447,0.42,Good,D,VS1,57.3,62.0,1315.0,4.95,5.0,2.85 +13346,1.02,Ideal,H,SI1,59.8,58.0,5505.0,6.56,6.58,3.93 +5588,1.19,Ideal,H,I1,60.3,57.0,3864.0,6.93,6.83,4.15 +16621,1.09,Ideal,H,VS1,61.3,54.0,6643.0,6.66,6.68,4.09 +44285,0.52,Ideal,G,VS2,62.0,55.0,1577.0,5.19,5.13,3.2 +48026,0.71,Good,J,VS2,60.6,61.0,1922.0,5.7,5.79,3.48 +51311,0.31,Good,H,VS1,63.6,55.0,544.0,4.29,4.32,2.74 +48695,0.71,Good,I,VS1,64.2,57.0,2007.0,5.62,5.57,3.59 +11489,1.02,Ideal,G,SI1,62.4,55.0,5016.0,6.43,6.48,4.03 +17499,1.09,Premium,G,VS2,61.0,59.0,7032.0,6.65,6.6,4.04 +37715,0.34,Ideal,H,VVS1,61.8,57.0,995.0,4.46,4.44,2.75 +26854,1.52,Premium,E,VS1,60.6,58.0,16779.0,7.44,7.38,4.49 +5324,0.9,Fair,G,VS1,65.7,58.0,3806.0,6.02,5.97,3.94 +28163,0.3,Ideal,H,VVS1,61.6,57.0,665.0,4.3,4.34,2.66 +454,0.71,Ideal,E,VS2,62.7,57.0,2817.0,5.66,5.64,3.54 +25209,1.51,Very Good,G,VS1,63.3,53.0,13811.0,7.33,7.26,4.62 +6125,0.9,Premium,G,SI1,62.2,60.0,3984.0,6.14,6.07,3.8 +22979,1.52,Ideal,G,SI1,60.3,57.0,11028.0,7.58,7.48,4.54 +49411,0.7,Premium,G,SI1,62.2,58.0,2106.0,5.69,5.76,3.56 +43044,0.51,Ideal,H,VS2,61.5,55.0,1375.0,5.16,5.18,3.18 +42671,0.44,Ideal,E,VVS2,61.9,56.0,1334.0,4.91,4.88,3.03 +31681,0.26,Ideal,E,VVS2,61.5,56.0,769.0,4.11,4.08,2.52 +42435,0.53,Ideal,D,SI2,60.4,57.0,1314.0,5.26,5.3,3.19 +4444,0.91,Premium,F,SI1,62.6,56.0,3618.0,6.18,6.13,3.85 +36789,0.34,Ideal,E,VS2,62.2,55.0,956.0,4.49,4.48,2.79 +21216,1.54,Ideal,G,SI2,61.7,56.0,9359.0,7.41,7.44,4.58 +51435,0.7,Very Good,D,SI1,62.5,63.0,2374.0,5.7,5.63,3.54 +699,0.82,Premium,I,VS1,61.9,58.0,2853.0,5.99,5.97,3.7 +44060,0.59,Premium,E,SI1,58.7,57.0,1550.0,5.53,5.47,3.23 +51535,0.7,Ideal,I,VVS1,62.8,56.3,2386.0,5.65,5.69,3.56 +6193,0.9,Very Good,D,SI1,61.1,63.0,3997.0,6.21,6.17,3.78 +5362,0.9,Good,G,SI1,62.2,62.5,3816.0,6.08,6.1,3.78 +38852,0.4,Premium,G,VVS2,61.7,59.0,1050.0,4.76,4.73,2.93 +10495,0.76,Very Good,E,IF,61.9,56.0,4798.0,5.83,5.85,3.62 +31881,0.3,Premium,H,VVS2,63.0,56.0,776.0,4.28,4.23,2.68 +24855,1.18,Ideal,F,VVS1,61.5,55.6,13257.0,6.79,6.83,4.19 +41165,0.38,Ideal,F,VVS1,62.2,57.0,1200.0,4.64,4.68,2.9 +11919,1.16,Ideal,J,SI1,61.8,55.0,5124.0,6.75,6.78,4.18 +26759,1.57,Ideal,E,VS2,62.3,57.0,16570.0,7.39,7.44,4.62 +33265,0.3,Ideal,E,VVS1,62.4,55.0,826.0,4.32,4.34,2.7 +47346,0.5,Premium,D,VS2,62.8,58.0,1845.0,5.08,5.05,3.18 +4344,0.9,Very Good,F,SI2,61.6,56.0,3601.0,6.22,6.29,3.85 +36431,0.31,Ideal,D,VS2,61.9,56.0,942.0,4.38,4.37,2.71 +582,0.9,Fair,G,SI2,65.3,59.0,2834.0,6.07,6.0,3.94 +47983,0.26,Good,D,VVS1,64.3,55.0,532.0,4.05,4.1,2.62 +35866,0.34,Good,F,IF,59.0,61.0,917.0,4.59,4.63,2.72 +27398,2.05,Ideal,F,SI2,62.0,56.0,17957.0,8.12,8.19,5.06 +29048,0.4,Good,I,VS1,63.5,55.0,687.0,4.67,4.71,2.98 +5085,0.7,Ideal,D,VS1,61.4,54.2,3752.0,5.72,5.76,3.52 +42418,0.54,Very Good,F,SI2,61.2,57.4,1311.0,5.23,5.25,3.21 +23860,1.51,Ideal,F,SI1,62.4,56.0,11950.0,7.34,7.4,4.6 +42783,0.5,Ideal,H,VS2,61.3,56.0,1349.0,5.12,5.16,3.15 +52689,0.7,Very Good,F,VS2,63.9,59.0,2552.0,5.56,5.61,3.57 +15291,1.31,Premium,J,VS2,60.7,58.0,6137.0,7.1,7.07,4.3 +26779,2.01,Very Good,I,VS2,59.2,62.0,16626.0,8.14,8.17,4.83 +48727,0.52,Ideal,G,VVS2,61.0,56.0,2012.0,5.24,5.18,3.18 +6866,0.9,Ideal,D,VS2,61.5,56.0,4128.0,6.25,6.2,3.83 +29629,0.35,Premium,H,SI2,61.6,58.0,441.0,4.49,4.54,2.78 +39637,0.34,Ideal,G,IF,61.9,54.0,1084.0,4.49,4.46,2.77 +17318,1.15,Premium,D,SI1,63.0,57.0,6942.0,6.69,6.64,4.2 +1157,0.9,Premium,I,VS2,58.7,60.0,2923.0,6.35,6.28,3.7 +5377,0.34,Good,I,SI1,63.7,54.0,574.0,4.48,4.43,2.84 +9781,0.91,Very Good,H,VVS2,62.9,58.0,4665.0,6.14,6.17,3.87 +38832,0.43,Ideal,E,VS2,62.1,56.0,1048.0,4.87,4.83,3.01 +47579,0.51,Ideal,F,VS2,62.6,55.0,1875.0,5.15,5.1,3.21 +42688,0.45,Ideal,E,VVS2,61.9,56.0,1337.0,4.91,4.95,3.05 +45795,0.51,Ideal,E,VS2,61.7,53.0,1709.0,5.2,5.18,3.2 +43920,0.23,Premium,E,VS2,62.4,60.0,513.0,3.92,3.9,2.44 +13867,1.01,Ideal,F,SI1,62.3,58.0,5646.0,6.35,6.42,3.98 +38833,0.43,Ideal,E,VS2,62.2,57.0,1048.0,4.84,4.8,3.0 +8920,1.09,Premium,H,SI2,61.7,60.0,4496.0,6.57,6.59,4.06 +22615,2.02,Good,J,SI2,64.4,60.0,10666.0,7.87,7.93,5.09 +11520,1.03,Very Good,G,SI1,62.6,56.0,5024.0,6.41,6.44,4.02 +30412,0.32,Premium,G,VVS2,61.7,59.0,730.0,4.37,4.41,2.71 +53350,0.7,Premium,F,SI1,58.6,59.0,2657.0,5.83,5.78,3.4 +49092,0.7,Good,F,SI2,62.2,59.0,2062.0,5.62,5.64,3.5 +48905,0.5,Very Good,F,VVS2,61.9,59.0,2041.0,5.07,5.11,3.15 +35022,0.4,Premium,E,SI1,62.0,61.0,882.0,4.71,4.67,2.91 +2865,0.72,Ideal,D,VS2,60.5,57.0,3275.0,5.81,5.83,3.52 +39698,0.42,Good,F,VS1,59.9,65.0,1088.0,4.83,4.89,2.91 +14526,1.01,Premium,G,VS2,60.7,60.0,5864.0,6.49,6.45,3.93 +45833,0.54,Ideal,E,VS2,62.8,55.0,1713.0,5.21,5.24,3.28 +4994,0.9,Premium,D,SI2,62.3,58.0,3740.0,6.27,6.05,3.84 +8288,1.01,Ideal,G,SI2,61.0,56.0,4383.0,6.48,6.54,3.97 +8002,1.01,Premium,G,SI2,60.1,59.0,4327.0,6.55,6.46,3.91 +51728,0.72,Ideal,E,SI2,61.3,55.0,2401.0,5.75,5.84,3.55 +53638,0.3,Very Good,D,SI1,62.5,57.0,552.0,4.26,4.28,2.67 +24298,3.22,Ideal,I,I1,62.6,55.0,12545.0,9.49,9.42,5.92 +30044,0.38,Good,F,VS2,60.3,61.0,719.0,4.68,4.71,2.83 +8744,0.9,Good,E,SI1,63.9,57.0,4463.0,6.05,6.1,3.88 +53529,0.74,Ideal,I,VS1,62.5,56.0,2690.0,5.76,5.8,3.61 +25881,2.06,Premium,I,SI2,61.0,59.0,14982.0,8.24,8.21,5.02 +10954,1.03,Premium,G,SI1,61.6,59.0,4900.0,6.53,6.5,4.01 +15288,1.21,Ideal,H,VS2,63.0,57.0,6134.0,6.73,6.7,4.23 +30531,0.38,Premium,D,SI1,62.2,58.0,733.0,4.57,4.63,2.86 +30153,0.32,Premium,E,SI1,62.8,57.0,720.0,4.39,4.34,2.74 +36826,0.56,Very Good,J,SI1,60.3,59.0,957.0,5.3,5.34,3.21 +38926,0.33,Premium,D,VVS2,60.4,60.0,1052.0,4.51,4.46,2.71 +32889,0.36,Premium,H,VS1,60.5,59.0,810.0,4.63,4.6,2.79 +38225,0.4,Very Good,E,VVS2,62.4,58.0,1017.0,4.7,4.76,2.95 +13052,1.11,Premium,G,SI1,62.3,58.0,5408.0,6.61,6.52,4.09 +52135,0.73,Premium,H,VS1,61.7,58.0,2468.0,5.75,5.72,3.54 +17775,1.13,Ideal,G,VS2,61.6,57.0,7159.0,6.68,6.7,4.12 +41583,0.25,Very Good,D,VS1,60.0,63.0,388.0,4.05,4.08,2.44 +35285,0.3,Premium,J,VS2,61.6,61.0,473.0,4.33,4.28,2.65 +4164,0.75,Very Good,F,VVS2,61.1,55.0,3551.0,5.85,5.9,3.59 +11580,0.9,Very Good,D,SI1,60.6,59.0,5040.0,6.23,6.28,3.79 +20795,1.23,Ideal,G,VS1,62.0,56.0,9030.0,6.92,6.86,4.27 +18808,1.12,Fair,D,VS2,58.9,59.0,7696.0,6.84,6.77,4.01 +35460,0.43,Premium,D,VS2,59.7,59.0,901.0,4.89,4.93,2.93 +46045,0.56,Ideal,D,SI1,62.5,56.0,1729.0,5.28,5.24,3.29 +9553,1.26,Ideal,I,SI2,59.6,57.0,4620.0,7.01,7.04,4.19 +9020,1.0,Premium,H,VS2,60.2,62.0,4514.0,6.46,6.43,3.88 +27874,0.42,Premium,E,SI2,60.1,58.0,653.0,4.87,4.91,2.94 +42470,0.66,Ideal,J,VS2,62.1,55.0,1316.0,5.6,5.64,3.49 +38283,0.28,Very Good,F,VS2,61.7,58.0,487.0,4.17,4.19,2.58 +12921,1.2,Premium,H,SI2,62.0,58.0,5376.0,6.91,6.76,4.24 +23160,1.52,Very Good,E,SI1,63.5,58.0,11176.0,7.36,7.29,4.65 +48373,0.57,Ideal,D,VS2,62.1,56.0,1963.0,5.34,5.29,3.3 +30560,0.31,Ideal,D,VS2,62.5,56.0,734.0,4.34,4.36,2.72 +22064,1.51,Very Good,H,VS2,61.9,57.0,10090.0,7.32,7.36,4.54 +16772,1.14,Good,G,VS2,63.2,58.0,6681.0,6.63,6.67,4.2 +41496,0.41,Very Good,E,VVS2,59.9,60.0,1233.0,4.8,4.82,2.88 +28081,0.4,Ideal,J,VVS2,61.8,55.0,662.0,4.76,4.79,2.95 +22474,1.01,Very Good,E,VVS1,63.2,54.0,10498.0,6.41,6.31,4.02 +29666,0.35,Ideal,F,VS2,61.9,54.0,706.0,4.5,4.54,2.8 +34954,0.29,Very Good,G,VS2,62.0,55.0,471.0,4.24,4.27,2.63 +12140,1.0,Very Good,E,SI1,63.5,61.0,5174.0,6.33,6.24,3.99 +41099,0.4,Ideal,G,IF,62.0,57.0,1193.0,4.73,4.75,2.94 +36692,0.45,Fair,E,VS2,65.8,58.0,951.0,4.81,4.74,3.14 +16138,1.23,Ideal,I,SI1,62.1,57.0,6449.0,6.83,6.88,4.26 +27495,2.01,Premium,H,SI1,61.7,60.0,18188.0,8.06,7.96,4.94 +36415,0.31,Ideal,D,VS2,61.8,56.0,942.0,4.36,4.32,2.68 +34811,0.3,Very Good,E,VVS2,63.2,59.0,878.0,4.28,4.27,2.7 +28158,0.3,Ideal,H,VVS1,62.3,55.0,665.0,4.3,4.33,2.69 +50730,0.85,Premium,J,VS2,60.7,58.0,2295.0,6.12,6.08,3.71 +13418,1.5,Ideal,I,I1,61.8,57.0,5510.0,7.39,7.31,4.54 +38547,0.34,Ideal,D,VS2,62.9,56.0,1033.0,4.5,4.44,2.81 +17118,1.07,Good,F,VS2,57.6,60.0,6828.0,6.83,6.79,3.92 +23919,1.54,Premium,G,SI1,61.0,59.0,12044.0,7.38,7.43,4.52 +20690,1.43,Ideal,G,SI1,62.6,57.0,8969.0,7.18,7.14,4.48 +27776,0.32,Ideal,H,VS2,62.1,56.0,648.0,4.42,4.37,2.73 +26891,2.02,Premium,I,VS2,59.6,60.0,16861.0,8.25,8.2,4.9 +13220,1.14,Very Good,H,SI1,63.1,58.0,5458.0,6.69,6.6,4.19 +24934,2.01,Premium,H,SI1,60.6,59.0,13387.0,8.23,8.17,4.97 +9819,1.01,Premium,D,SI2,58.8,59.0,4672.0,6.58,6.55,3.86 +33407,0.28,Ideal,E,VVS2,62.1,56.0,828.0,4.21,4.19,2.61 +22908,1.12,Ideal,F,VVS2,62.2,55.0,10949.0,6.64,6.68,4.14 +35549,0.35,Ideal,H,VVS2,63.0,55.0,906.0,4.5,4.48,2.83 +11817,1.17,Ideal,I,SI1,60.0,59.0,5092.0,6.82,6.87,4.11 +717,0.6,Ideal,F,VVS2,60.8,57.0,2856.0,5.44,5.49,3.32 +44919,0.53,Premium,F,VS2,61.4,60.0,1631.0,5.18,5.21,3.19 +40992,0.42,Premium,E,VS1,62.1,55.0,1181.0,4.85,4.81,3.0 +1,0.23,Ideal,E,SI2,61.5,55.0,326.0,3.95,3.98,2.43 +34786,0.4,Premium,G,VS1,61.3,60.0,877.0,4.66,4.71,2.87 +33694,0.33,Ideal,G,VVS1,61.8,55.0,838.0,4.47,4.5,2.77 +1302,0.72,Premium,D,SI1,61.4,59.0,2954.0,5.71,5.79,3.53 +18177,1.13,Ideal,F,VS2,62.1,56.0,7369.0,6.65,6.71,4.15 +7730,0.3,Very Good,H,VVS2,63.0,56.0,581.0,4.24,4.27,2.68 +21296,1.5,Premium,E,SI2,60.1,60.0,9450.0,7.42,7.35,4.44 +4042,1.0,Ideal,J,SI2,62.1,56.0,3528.0,6.41,6.34,3.96 +42412,0.54,Good,D,SI1,63.7,57.0,1310.0,5.22,5.14,3.3 +52112,0.91,Good,F,SI2,56.9,62.0,2461.0,6.51,6.45,3.69 +44998,0.31,Premium,I,SI1,62.3,59.0,523.0,4.32,4.29,2.68 +32903,0.44,Premium,H,VS2,61.3,58.0,810.0,4.88,4.91,3.0 +18102,1.21,Premium,G,VS2,62.2,58.0,7320.0,6.78,6.88,4.25 +29111,0.34,Premium,H,VS2,61.7,60.0,689.0,4.51,4.47,2.77 +27317,2.1,Very Good,I,VS2,59.4,60.0,17837.0,8.39,8.47,5.01 +7911,1.07,Very Good,E,SI1,60.4,63.0,4314.0,6.67,6.6,4.01 +22080,1.61,Ideal,I,VS2,62.5,57.0,10098.0,7.49,7.43,4.66 +25925,1.01,Good,D,IF,63.2,59.0,15081.0,6.34,6.38,4.02 +30630,0.26,Ideal,H,VS1,62.1,56.0,448.0,4.13,4.15,2.56 +19668,1.12,Ideal,D,VS2,62.0,55.0,8279.0,6.63,6.66,4.12 +30337,0.34,Premium,F,SI1,59.8,58.0,727.0,4.57,4.53,2.72 +663,0.73,Ideal,H,VVS2,61.6,56.0,2846.0,5.79,5.84,3.58 +43495,0.54,Ideal,E,SI1,61.3,56.0,1422.0,5.22,5.25,3.21 +29425,0.42,Ideal,E,SI2,62.4,55.0,700.0,4.77,4.81,2.99 +16935,1.02,Very Good,E,VS2,59.1,60.0,6762.0,6.61,6.51,3.88 +7465,0.9,Premium,F,VS2,58.7,59.0,4234.0,6.34,6.3,3.71 +19672,1.52,Good,G,SI2,63.0,61.0,8280.0,7.25,7.28,4.58 +21438,1.21,Premium,G,VVS2,59.6,60.0,9541.0,6.91,6.89,4.11 +17409,1.36,Ideal,J,VVS2,61.9,56.0,6973.0,7.16,7.13,4.42 +4522,1.03,Premium,J,SI2,62.8,58.0,3634.0,6.48,6.41,4.05 +25583,2.01,Good,H,SI2,62.3,60.0,14426.0,7.95,7.97,4.96 +17130,1.21,Ideal,H,VS1,60.7,57.0,6834.0,6.86,6.89,4.17 +40881,0.57,Very Good,I,SI1,63.3,56.0,1176.0,5.29,5.27,3.34 +25356,0.28,Very Good,E,VVS2,59.8,57.0,642.0,4.28,4.32,2.57 +53068,0.81,Good,E,I1,64.1,59.0,2608.0,5.89,5.85,3.76 +18334,1.13,Ideal,I,VVS1,61.6,57.0,7459.0,6.67,6.75,4.12 +50588,0.74,Very Good,E,SI2,63.0,58.0,2282.0,5.73,5.77,3.62 +15467,1.14,Very Good,F,SI1,61.3,62.0,6194.0,6.71,6.77,4.13 +6891,1.01,Very Good,J,SI1,63.3,55.0,4133.0,6.34,6.32,4.01 +48884,0.73,Premium,J,VS1,61.3,61.0,2037.0,5.83,5.78,3.56 +18035,0.35,Ideal,E,SI1,61.2,57.0,614.0,4.52,4.56,2.78 +19560,1.5,Premium,G,SI2,62.0,62.0,8190.0,7.31,7.25,4.51 +4154,1.07,Premium,G,I1,62.3,60.0,3547.0,6.55,6.51,4.07 +37956,0.41,Ideal,G,VVS2,62.2,56.0,1007.0,4.75,4.8,2.97 +51475,0.73,Ideal,G,SI1,61.7,60.0,2377.0,5.77,5.8,3.57 +34908,0.34,Premium,H,VVS2,61.4,58.0,880.0,4.5,4.46,2.75 +50745,0.72,Ideal,G,SI2,61.4,56.0,2297.0,5.76,5.83,3.56 +3506,0.76,Ideal,D,VS2,61.8,55.0,3401.0,5.85,5.89,3.63 +51856,0.54,Ideal,G,VVS2,61.4,55.0,2424.0,5.28,5.31,3.25 +1934,0.53,Ideal,E,VVS1,61.8,55.0,3084.0,5.19,5.24,3.22 +5294,0.9,Good,E,SI1,63.8,56.0,3800.0,6.12,6.05,3.88 +51868,0.78,Ideal,J,VS1,61.4,57.0,2426.0,5.9,5.93,3.63 +50549,0.7,Very Good,G,SI1,62.8,57.0,2276.0,5.62,5.66,3.54 +7515,0.91,Premium,G,VS2,59.5,58.0,4241.0,6.34,6.26,3.75 +50360,0.72,Premium,G,SI1,60.6,62.0,2246.0,5.81,5.77,3.51 +12276,1.26,Good,J,VS2,63.2,57.3,5211.0,6.81,6.86,4.32 +42365,0.52,Premium,E,SI1,59.0,59.0,1303.0,5.3,5.21,3.1 +5543,0.93,Ideal,I,SI1,62.5,55.0,3856.0,6.23,6.29,3.91 +52006,0.7,Premium,E,SI1,61.2,60.0,2444.0,5.71,5.69,3.49 +13600,1.2,Ideal,G,SI2,58.9,60.0,5562.0,6.98,6.94,4.1 +21648,1.0,Very Good,D,VVS2,59.9,61.0,9740.0,6.42,6.5,3.87 +40682,0.5,Good,E,SI1,64.0,57.0,1155.0,5.04,4.99,3.21 +42393,0.54,Ideal,F,SI1,61.2,56.0,1307.0,5.23,5.29,3.22 +43982,0.32,Ideal,J,VS2,62.1,54.0,393.0,4.38,4.44,2.74 +4866,0.92,Very Good,G,SI2,62.4,60.0,3713.0,6.18,6.22,3.87 +26592,1.53,Ideal,G,VS1,60.5,57.0,16311.0,7.42,7.52,4.51 +18979,1.51,Very Good,J,SI1,60.9,59.0,7812.0,7.33,7.41,4.49 +28337,0.33,Premium,G,VS1,61.9,59.0,666.0,4.43,4.45,2.75 +33959,0.23,Very Good,E,VVS1,62.2,59.0,465.0,3.92,3.96,2.45 +31956,0.31,Ideal,I,VS2,61.4,55.0,452.0,4.35,4.41,2.69 +2257,0.77,Very Good,H,VS1,62.2,57.0,3152.0,5.81,5.86,3.63 +39556,0.32,Premium,G,VVS1,62.6,58.0,1080.0,4.41,4.38,2.75 +9325,1.03,Premium,F,SI1,60.9,60.0,4579.0,6.52,6.45,3.95 +45173,0.53,Very Good,G,VS1,59.6,58.0,1655.0,5.24,5.31,3.15 +11533,1.05,Very Good,H,SI1,63.2,56.0,5027.0,6.51,6.47,4.1 +1753,0.71,Ideal,G,VVS2,62.5,57.0,3042.0,5.73,5.7,3.57 +25296,1.58,Ideal,H,VS1,60.4,57.0,13950.0,7.55,7.65,4.59 +53522,0.82,Premium,F,SI2,59.5,62.0,2688.0,6.13,6.08,3.63 +48882,0.6,Premium,D,VS2,62.8,59.0,2037.0,5.39,5.35,3.37 +32511,0.4,Very Good,E,SI2,63.5,56.0,798.0,4.71,4.68,2.98 +46217,0.51,Very Good,G,VS1,62.4,60.0,1752.0,5.05,5.08,3.16 +8209,1.01,Good,F,SI1,65.5,58.0,4369.0,6.11,6.25,4.05 +5256,1.01,Very Good,I,SI2,61.4,63.0,3792.0,6.33,6.38,3.9 +24670,1.58,Premium,G,VS2,62.6,59.0,13014.0,7.44,7.47,4.67 +42579,0.43,Ideal,H,VS1,61.2,55.0,1329.0,4.87,4.9,2.99 +19444,1.06,Ideal,G,VS1,61.7,57.0,8093.0,6.52,6.57,4.04 +41292,0.36,Ideal,F,IF,61.7,55.0,1210.0,4.58,4.62,2.84 +37427,0.33,Ideal,G,IF,61.6,56.0,984.0,4.45,4.48,2.75 +37843,0.33,Ideal,D,VS2,62.3,57.0,1002.0,4.45,4.41,2.76 +11492,1.13,Very Good,F,SI1,61.0,58.0,5017.0,6.69,6.75,4.1 +34453,0.32,Premium,I,IF,61.9,59.0,864.0,4.39,4.37,2.71 +48814,0.7,Good,E,SI2,59.9,57.0,2026.0,5.75,5.8,3.46 +20165,1.52,Ideal,H,SI2,62.0,60.0,8620.0,7.31,7.37,4.55 +26245,1.51,Ideal,F,VS2,62.4,53.0,15688.0,7.37,7.32,4.58 +36413,0.31,Premium,E,VS1,61.0,58.0,942.0,4.39,4.37,2.67 +1093,0.73,Good,E,VS2,64.2,54.0,2912.0,5.68,5.72,3.66 +6789,0.96,Premium,E,SI2,62.6,60.0,4113.0,6.32,6.26,3.94 +40789,0.4,Ideal,F,VVS1,61.7,55.0,1168.0,4.77,4.79,2.95 +34124,0.31,Ideal,G,IF,60.5,61.0,853.0,4.39,4.4,2.66 +49660,0.71,Very Good,I,SI1,61.5,58.0,2141.0,5.67,5.72,3.5 +36302,0.32,Ideal,H,VVS1,62.2,56.0,936.0,4.38,4.37,2.72 +41397,0.42,Ideal,D,VVS2,61.7,53.0,1223.0,4.85,4.87,3.0 +12599,1.09,Premium,F,SI1,62.7,58.0,5287.0,6.51,6.56,4.1 +18169,1.25,Ideal,H,VS2,62.2,57.0,7365.0,6.92,6.88,4.29 +52793,0.71,Very Good,H,VS1,62.1,55.0,2569.0,5.71,5.72,3.55 +24838,2.11,Premium,H,SI2,61.0,58.0,13233.0,8.31,8.27,5.06 +30586,0.31,Ideal,D,VS2,61.6,55.0,734.0,4.36,4.37,2.69 +21797,1.11,Ideal,D,VS1,61.9,54.0,9870.0,6.63,6.68,4.12 +49234,0.7,Ideal,I,SI1,60.8,59.0,2083.0,5.74,5.78,3.5 +23369,0.23,Good,F,VVS2,62.3,61.0,425.0,3.93,3.94,2.45 +35173,0.31,Ideal,G,IF,61.3,54.0,891.0,4.38,4.4,2.69 +9677,1.52,Fair,H,I1,69.7,55.0,4648.0,6.92,6.89,4.81 +28848,0.41,Very Good,H,SI1,62.4,56.0,683.0,4.74,4.78,2.97 +14765,1.0,Premium,G,VS1,62.9,55.0,5940.0,6.39,6.33,4.0 +52666,0.74,Very Good,I,VVS2,61.0,59.0,2550.0,5.83,5.85,3.56 +38515,0.38,Ideal,F,VVS2,62.7,56.0,1033.0,4.61,4.64,2.9 +19723,1.21,Premium,H,IF,62.2,58.0,8294.0,6.8,6.83,4.24 +41464,0.41,Ideal,G,VVS1,61.7,55.0,1230.0,4.79,4.77,2.95 +53237,0.72,Ideal,I,VVS1,61.4,57.0,2642.0,5.77,5.8,3.55 +12082,1.06,Ideal,G,SI1,62.0,56.0,5159.0,6.52,6.55,4.05 +9036,0.36,Ideal,H,VS2,61.4,57.0,587.0,4.59,4.63,2.83 +46391,0.7,Premium,J,VVS2,60.6,58.0,1764.0,5.73,5.82,3.5 +3968,1.19,Very Good,E,I1,60.2,61.0,3508.0,6.87,6.91,4.15 +19518,1.06,Premium,G,VVS2,59.6,58.0,8149.0,6.65,6.61,3.95 +51117,0.76,Ideal,H,SI1,61.7,56.0,2338.0,5.87,5.84,3.61 +41105,0.46,Very Good,E,VS2,62.1,57.0,1194.0,4.89,4.93,3.05 +45828,0.5,Very Good,D,VS2,60.1,63.0,1712.0,5.13,5.09,3.07 +8887,0.9,Premium,G,VVS2,63.0,58.0,4486.0,6.15,6.07,3.85 +47149,0.53,Ideal,F,VS2,61.7,57.0,1832.0,5.23,5.21,3.22 +37175,0.32,Ideal,D,VS2,61.6,56.0,972.0,4.4,4.37,2.7 +35814,0.31,Ideal,F,IF,62.3,54.0,914.0,4.33,4.37,2.71 +47416,0.57,Ideal,G,VS1,61.3,56.0,1851.0,5.34,5.36,3.28 +9683,1.0,Ideal,I,SI1,61.5,57.0,4649.0,6.39,6.43,3.94 +37495,0.35,Premium,E,VS2,61.6,58.0,984.0,4.57,4.52,2.8 +34602,0.27,Very Good,E,VS1,60.4,59.0,470.0,4.18,4.2,2.53 +19652,1.7,Premium,H,SI2,59.8,61.0,8263.0,7.67,7.62,4.57 +41587,0.3,Ideal,I,VS2,62.1,58.0,389.0,4.27,4.29,2.66 +8975,1.0,Very Good,F,SI1,61.4,60.0,4504.0,6.35,6.38,3.91 +41525,0.42,Ideal,G,VVS1,60.6,56.0,1235.0,4.88,4.86,2.95 +13657,1.32,Premium,I,SI2,61.3,59.0,5588.0,7.01,6.95,4.28 +49780,0.7,Very Good,F,SI1,62.6,59.0,2161.0,5.64,5.7,3.55 +36816,0.51,Premium,I,SI2,60.4,59.0,956.0,5.2,5.17,3.13 +39273,0.31,Ideal,F,SI1,62.3,55.0,490.0,4.34,4.39,2.72 +44153,0.54,Good,F,VS2,60.6,61.0,1563.0,5.22,5.3,3.19 +21857,1.0,Premium,D,VVS2,63.0,59.0,9918.0,6.38,6.35,4.01 +42214,0.38,Ideal,D,VVS2,61.2,57.0,1289.0,4.66,4.68,2.86 +25490,2.2,Ideal,I,SI2,62.2,56.0,14277.0,8.34,8.29,5.18 +16162,1.23,Very Good,H,VS2,61.6,59.0,6459.0,6.84,6.86,4.22 +18704,0.35,Very Good,I,VVS2,61.3,56.0,620.0,4.52,4.54,2.78 +51180,0.6,Ideal,G,VVS2,62.0,57.0,2347.0,5.41,5.46,3.37 +17561,2.25,Fair,G,I1,64.9,58.0,7069.0,8.15,8.12,5.28 +9997,1.0,Premium,E,SI2,61.4,61.0,4704.0,6.41,6.36,3.92 +32512,0.4,Good,E,SI2,63.9,57.0,798.0,4.71,4.65,2.99 +18255,0.97,Very Good,G,VVS1,61.9,54.0,7415.0,6.33,6.36,3.93 +47782,0.76,Ideal,J,SI1,62.9,54.0,1896.0,5.82,5.85,3.67 +620,0.71,Premium,F,VS1,62.7,59.0,2839.0,5.7,5.62,3.55 +24741,1.77,Premium,I,VS1,62.2,58.0,13085.0,7.76,7.68,4.8 +34824,0.3,Ideal,H,VVS1,61.9,55.0,878.0,4.34,4.32,2.68 +38408,0.35,Premium,H,VVS1,62.1,58.0,1024.0,4.52,4.46,2.79 +2240,0.78,Ideal,E,SI1,62.1,58.0,3146.0,5.86,5.9,3.65 +12251,1.01,Ideal,G,SI1,60.8,56.0,5204.0,6.53,6.49,3.96 +13522,1.01,Good,H,SI1,60.1,61.0,5544.0,6.5,6.47,3.9 +4407,0.31,Good,D,SI1,63.9,54.0,571.0,4.27,4.3,2.74 +20491,1.21,Ideal,G,VS1,61.4,56.0,8824.0,6.84,6.9,4.22 +14208,1.31,Premium,I,VS1,62.8,57.0,5759.0,6.98,6.9,4.36 +17515,1.25,Ideal,I,VS1,61.4,58.0,7042.0,6.89,6.93,4.24 +40978,0.41,Ideal,D,VVS2,61.1,56.0,1181.0,4.81,4.78,2.93 +29271,0.31,Ideal,E,SI1,62.4,57.0,698.0,4.34,4.31,2.7 +51626,0.7,Premium,E,SI1,61.2,62.0,2396.0,6.65,5.73,3.48 +52627,0.36,Ideal,F,SI1,61.1,57.0,551.0,4.57,4.6,2.8 +47446,0.59,Very Good,E,VS2,61.7,60.0,1857.0,5.36,5.4,3.32 +29674,0.28,Very Good,E,VVS2,61.0,57.0,707.0,4.22,4.25,2.58 +27270,2.11,Ideal,I,VS2,62.2,55.0,17712.0,8.2,8.26,5.12 +28462,0.32,Very Good,H,VVS1,62.3,56.0,672.0,4.35,4.37,2.72 +17082,1.32,Very Good,I,SI1,62.1,57.0,6810.0,6.99,7.09,4.37 +38396,0.39,Premium,G,VVS2,60.7,61.0,1024.0,4.73,4.7,2.86 +23186,1.5,Very Good,E,SI1,64.0,58.0,11194.0,7.21,7.23,4.62 +31495,0.34,Ideal,G,VS2,62.0,56.0,765.0,4.5,4.47,2.78 +28773,0.33,Very Good,G,VS1,61.3,57.0,681.0,4.47,4.49,2.75 +17425,1.08,Premium,G,VS1,62.9,55.0,6982.0,6.6,6.53,4.13 +34952,0.29,Very Good,G,VS2,61.9,55.0,471.0,4.25,4.28,2.64 +31552,0.31,Ideal,D,VS1,61.6,55.0,766.0,4.37,4.4,2.7 +8031,1.0,Premium,F,SI2,62.9,56.0,4333.0,6.42,6.36,4.02 +3084,0.95,Very Good,J,VS2,63.5,56.0,3314.0,6.24,6.27,3.97 +387,0.7,Very Good,G,VS1,63.0,60.0,2812.0,5.57,5.64,3.53 +2538,0.9,Fair,D,SI2,64.7,59.0,3205.0,6.09,5.99,3.91 +15818,1.0,Good,D,SI1,64.1,56.0,6328.0,6.28,6.24,4.01 +39020,0.43,Premium,D,VS2,60.7,58.0,1056.0,4.84,4.88,2.95 +4600,1.02,Ideal,I,SI1,62.9,57.0,3656.0,6.41,6.37,4.02 +24494,2.0,Very Good,J,SI1,60.8,58.0,12768.0,7.99,8.07,4.88 +4923,1.1,Premium,J,SI2,59.6,59.0,3726.0,6.74,6.72,4.01 +31851,0.3,Good,G,VS1,63.6,54.0,776.0,4.31,4.25,2.72 +4985,1.01,Ideal,G,SI2,61.5,57.0,3739.0,6.42,6.46,3.96 +24748,1.71,Ideal,E,SI2,62.7,55.0,13097.0,7.69,7.62,4.8 +44284,0.51,Ideal,G,VS1,62.5,57.0,1577.0,5.08,5.1,3.18 +50036,0.71,Very Good,F,SI1,63.2,56.0,2198.0,5.66,5.61,3.56 +50970,0.72,Very Good,I,VS2,62.1,57.5,2326.0,5.72,5.74,3.57 +46373,0.58,Ideal,G,VS2,61.9,55.0,1761.0,5.33,5.36,3.31 +848,0.73,Ideal,G,VVS2,61.3,57.0,2869.0,5.84,5.81,3.57 +13512,1.01,Premium,D,SI1,60.0,60.0,5543.0,6.51,6.45,3.89 +10960,0.94,Very Good,D,SI1,58.4,58.0,4902.0,6.41,6.51,3.77 +17224,1.22,Ideal,I,VS1,62.9,54.0,6887.0,6.83,6.79,4.29 +14739,1.0,Ideal,E,SI1,62.9,56.0,5935.0,6.33,6.38,4.0 +23499,1.5,Good,G,VS2,63.8,56.0,11508.0,7.2,7.15,4.58 +23487,1.6,Premium,G,VS2,62.2,59.0,11489.0,7.45,7.48,4.64 +12857,1.1,Ideal,E,SI2,61.6,56.0,5359.0,6.66,6.63,4.09 +34030,0.4,Very Good,D,VS2,63.2,57.0,850.0,4.66,4.71,2.96 +38792,0.31,Premium,G,VVS1,60.4,59.0,1046.0,4.41,4.37,2.65 +24991,2.33,Very Good,H,SI2,63.2,56.0,13500.0,8.44,8.35,5.31 +15580,1.03,Ideal,D,SI1,61.9,57.0,6250.0,6.52,6.54,4.04 +28200,0.4,Premium,E,SI2,61.4,59.0,666.0,4.7,4.75,2.9 +19181,1.52,Good,G,SI2,63.1,58.0,7933.0,7.21,7.3,4.58 +2946,1.05,Premium,E,I1,62.2,61.0,3293.0,6.51,6.48,4.04 +17900,1.25,Very Good,H,VS2,62.9,60.0,7227.0,6.77,6.83,4.28 +6236,0.9,Good,F,SI1,62.6,58.0,4006.0,6.1,6.14,3.83 +31724,0.32,Very Good,G,VVS1,60.6,56.0,772.0,4.44,4.47,2.7 +50080,0.51,Ideal,F,VVS2,61.2,56.0,2203.0,5.19,5.17,3.17 +35125,0.35,Ideal,G,VVS1,61.7,56.0,887.0,4.54,4.57,2.81 +869,0.7,Good,E,SI1,61.4,64.0,2872.0,5.66,5.71,3.49 +40128,0.41,Ideal,F,VVS2,62.5,56.0,1115.0,4.72,4.75,2.96 +19523,1.13,Ideal,F,VS2,60.1,56.0,8157.0,6.76,6.84,4.09 +5732,1.09,Very Good,D,SI2,61.9,61.0,3890.0,6.54,6.58,4.06 +40997,0.42,Very Good,G,VVS2,58.5,63.0,1181.0,4.9,4.88,2.86 +18209,1.02,Premium,D,VS2,62.9,60.0,7389.0,6.42,6.37,4.02 +11819,1.0,Good,D,SI1,64.2,60.0,5093.0,6.22,6.28,4.01 +48074,0.56,Ideal,D,VS2,62.2,56.0,1929.0,5.28,5.26,3.28 +41307,0.38,Ideal,F,IF,61.5,56.0,1212.0,4.67,4.7,2.88 +42740,0.51,Ideal,E,SI1,61.7,55.0,1343.0,5.13,5.17,3.18 +49431,0.7,Ideal,H,SI1,61.1,58.0,2107.0,5.69,5.7,3.48 +40257,0.4,Premium,E,VS1,60.1,58.0,1125.0,4.76,4.72,2.85 +8503,1.04,Ideal,I,SI1,61.4,55.0,4423.0,6.5,6.59,4.02 +501,0.71,Ideal,D,SI1,60.2,56.0,2822.0,5.86,5.83,3.52 +38737,0.45,Ideal,I,IF,62.0,54.0,1043.0,4.94,4.97,3.07 +42481,0.43,Ideal,G,IF,61.3,56.0,1318.0,4.86,4.9,2.99 +37747,0.31,Premium,F,VVS1,59.2,62.0,997.0,4.41,4.34,2.59 +21123,1.02,Ideal,G,VVS2,61.8,56.0,9286.0,6.42,6.46,3.98 +43183,0.59,Very Good,I,VS2,62.4,58.4,1392.0,5.3,5.36,3.32 +26117,2.06,Premium,I,VS1,58.4,55.0,15393.0,8.42,8.35,4.9 +14791,1.02,Good,G,VS1,64.3,57.0,5951.0,6.28,6.34,4.06 +34067,0.36,Premium,D,SI1,61.5,59.0,851.0,4.55,4.52,2.79 +32477,0.34,Very Good,F,VS1,61.1,60.0,795.0,4.46,4.51,2.74 +25434,2.04,Premium,H,SI2,62.8,58.0,14184.0,8.11,8.06,5.08 +16837,1.26,Ideal,H,SI1,61.0,56.0,6715.0,7.0,7.04,4.28 +6593,1.01,Good,G,SI2,63.5,58.0,4079.0,6.34,6.39,4.04 +53423,0.71,Premium,G,VS2,60.3,60.0,2671.0,5.76,5.81,3.49 +13624,1.08,Good,E,SI1,58.4,60.0,5575.0,6.71,6.74,3.93 +39893,0.42,Ideal,F,VS1,61.4,57.0,1103.0,4.83,4.78,2.95 +18827,1.3,Premium,H,VS1,61.5,58.0,7714.0,6.96,6.98,4.29 +7629,1.09,Ideal,H,SI2,62.0,57.0,4264.0,6.61,6.55,4.08 +30017,0.42,Premium,G,SI1,62.7,59.0,717.0,4.72,4.75,2.97 +40684,0.5,Premium,E,SI1,61.4,59.0,1155.0,5.09,5.01,3.1 +39052,0.54,Ideal,I,SI1,62.1,54.0,1057.0,5.24,5.26,3.26 +31014,0.35,Good,F,SI1,63.6,54.0,748.0,4.52,4.51,2.87 +40830,0.32,Very Good,D,IF,62.0,56.0,1171.0,4.39,4.43,2.73 +13118,1.02,Very Good,F,SI1,59.4,60.0,5430.0,6.48,6.59,3.88 +28771,0.31,Ideal,E,VS2,61.9,55.0,680.0,4.34,4.39,2.7 +10201,1.08,Ideal,H,SI1,62.7,57.0,4740.0,6.48,6.51,4.07 +22022,0.35,Ideal,I,VVS1,61.6,55.0,628.0,4.55,4.58,2.81 +6949,0.91,Very Good,H,VVS2,63.6,56.0,4143.0,6.11,6.13,3.89 +45714,0.56,Ideal,G,VS2,62.0,56.0,1698.0,5.3,5.28,3.28 +52724,0.76,Very Good,H,SI1,61.4,57.0,2557.0,5.89,5.94,3.63 +11933,1.09,Premium,E,SI2,60.9,59.0,5127.0,6.75,6.61,4.07 +21103,1.69,Premium,F,SI2,62.4,58.0,9275.0,7.65,7.57,4.75 +21339,2.04,Very Good,J,SI2,63.4,55.0,9482.0,8.07,8.04,5.11 +31167,0.41,Good,E,SI1,63.9,58.0,755.0,4.7,4.72,3.01 +1262,0.73,Ideal,D,SI1,61.2,57.0,2947.0,5.79,5.81,3.55 +9943,1.01,Ideal,H,SI2,61.1,56.0,4693.0,6.44,6.48,3.95 +40755,0.4,Premium,F,VVS2,62.2,59.0,1163.0,4.7,4.65,2.91 +19973,1.16,Very Good,E,VS2,62.1,58.0,8520.0,6.63,6.7,4.14 +10374,1.15,Premium,G,SI1,62.0,58.0,4776.0,6.68,6.77,4.17 +21856,1.19,Ideal,G,VS1,62.4,54.0,9918.0,6.78,6.81,4.24 +47070,0.52,Ideal,D,VS2,61.8,55.0,1822.0,5.16,5.19,3.2 +51505,0.75,Very Good,E,SI2,60.9,59.0,2383.0,5.83,5.9,3.57 +47533,0.59,Very Good,H,VVS1,63.7,56.0,1870.0,5.35,5.38,3.42 +20555,1.6,Premium,J,VS1,61.3,59.0,8870.0,7.49,7.52,4.6 +10366,1.01,Ideal,H,SI1,62.9,55.0,4773.0,6.35,6.4,4.01 +5208,1.0,Fair,J,SI1,64.7,52.0,3780.0,6.35,6.3,4.09 +53856,0.51,Ideal,D,VVS2,61.3,57.0,2742.0,5.17,5.14,3.16 +27498,2.07,Premium,I,VS2,61.2,58.0,18193.0,8.18,8.2,5.01 +47383,0.54,Premium,G,VS1,61.1,59.0,1847.0,5.26,5.22,3.2 +10225,1.0,Premium,F,VS2,58.7,56.0,4743.0,6.46,6.42,3.78 +51999,0.76,Premium,F,SI1,62.5,59.0,2443.0,5.79,5.77,3.61 +8411,0.9,Ideal,H,VS2,61.9,58.0,4403.0,6.2,6.24,3.85 +27303,2.72,Ideal,J,SI2,62.1,56.0,17801.0,8.97,8.93,5.56 +30722,0.41,Very Good,D,VS2,62.1,56.0,738.0,4.76,4.77,2.96 +50640,0.23,Very Good,F,VS1,61.9,58.0,402.0,3.9,4.02,2.45 +46789,0.5,Good,E,VS1,58.2,61.0,1806.0,5.19,5.22,3.03 +12611,1.04,Very Good,F,SI1,60.1,62.0,5290.0,6.54,6.6,3.95 +48483,0.51,Good,E,VVS2,62.0,60.5,1980.0,5.05,5.08,3.15 +2053,0.32,Premium,G,VS2,62.0,58.0,561.0,4.33,4.38,2.7 +43895,0.33,Ideal,J,VVS1,62.1,54.0,509.0,4.45,4.47,2.77 +27453,1.7,Very Good,G,VS2,61.9,55.0,18107.0,7.64,7.68,4.74 +659,0.8,Good,H,VS2,63.4,60.0,2845.0,5.92,5.82,3.72 +28927,0.3,Premium,G,VVS2,61.2,58.0,684.0,4.32,4.34,2.65 +12896,1.2,Very Good,D,SI2,63.1,57.0,5373.0,6.68,6.75,4.24 +886,0.9,Premium,J,SI1,60.9,61.0,2873.0,6.26,6.22,3.8 +39410,0.41,Premium,F,VS1,59.9,58.0,1076.0,4.84,4.81,2.89 +10795,1.0,Ideal,D,SI1,60.2,57.0,4861.0,6.54,6.48,3.92 +12952,1.01,Ideal,H,SI1,61.2,57.0,5387.0,6.42,6.47,3.95 +27274,2.0,Premium,I,VS2,61.8,56.0,17716.0,8.11,8.04,4.99 +3981,1.0,Fair,H,SI1,65.5,57.0,3511.0,6.26,6.21,4.08 +23517,1.57,Premium,F,SI1,62.0,58.0,11523.0,7.47,7.41,4.61 +37057,0.43,Ideal,I,VVS1,62.2,57.0,968.0,4.84,4.81,3.0 +18083,1.5,Very Good,J,VS2,60.5,63.0,7308.0,7.32,7.27,4.41 +53728,0.78,Fair,E,SI2,66.9,57.0,2721.0,5.7,5.66,3.6 +38104,0.36,Premium,E,VS2,61.3,60.0,1013.0,4.59,4.55,2.8 +19711,1.21,Ideal,H,VVS1,62.8,55.0,8286.0,6.78,6.82,4.27 +14406,1.2,Good,I,VS1,61.7,62.0,5818.0,6.65,6.74,4.13 +45703,0.56,Ideal,I,VVS1,62.0,56.0,1698.0,5.29,5.26,3.27 +10484,0.9,Ideal,F,SI1,61.8,58.0,4795.0,6.21,6.24,3.85 +33469,0.32,Ideal,F,VS2,61.2,56.0,828.0,4.44,4.41,2.71 +33416,0.32,Premium,H,VVS2,60.2,60.0,828.0,4.48,4.45,2.69 +44274,0.52,Ideal,E,VS2,60.4,57.0,1576.0,5.17,5.22,3.14 +2556,0.8,Very Good,H,VS1,61.7,62.0,3209.0,5.89,5.94,3.65 +6536,0.95,Premium,E,SI2,60.7,59.0,4070.0,6.36,6.3,3.84 +20299,1.2,Very Good,G,VVS2,62.4,56.0,8712.0,6.68,6.74,4.19 +24442,1.51,Premium,G,VS2,59.6,57.0,12696.0,7.52,7.49,4.47 +52518,0.77,Premium,G,SI1,62.6,58.0,2528.0,5.85,5.88,3.67 +4225,0.83,Ideal,H,VVS1,61.7,57.0,3570.0,6.02,6.07,3.73 +8481,1.01,Very Good,F,SI2,62.8,60.0,4416.0,6.33,6.4,4.0 +8133,1.01,Very Good,E,SI2,61.8,56.0,4355.0,6.42,6.5,3.99 +21640,1.63,Good,I,SI1,63.7,58.0,9730.0,7.48,7.4,4.74 +3338,0.92,Premium,G,SI2,62.3,59.0,3377.0,6.15,6.2,3.85 +46556,0.51,Ideal,E,VS2,62.2,57.0,1781.0,5.11,5.08,3.17 +33022,0.3,Ideal,D,VVS2,61.7,57.0,814.0,4.33,4.36,2.68 +354,0.74,Premium,F,VS2,61.7,58.0,2805.0,5.85,5.78,3.59 +4911,0.9,Very Good,F,SI1,61.6,56.0,3724.0,6.14,6.2,3.8 +49995,0.58,Premium,E,VS1,61.8,55.0,2192.0,5.39,5.35,3.32 +3004,0.71,Ideal,E,VS2,62.1,55.0,3304.0,5.72,5.75,3.56 +6007,1.01,Good,I,SI1,63.6,55.0,3959.0,6.39,6.31,4.04 +53414,0.8,Very Good,H,SI1,62.3,59.0,2670.0,5.95,6.0,3.72 +16186,1.22,Ideal,I,VS1,62.3,57.0,6469.0,6.81,6.85,4.25 +36510,0.35,Ideal,F,VVS1,61.8,54.0,945.0,4.53,4.56,2.81 +32226,0.31,Ideal,G,VVS1,61.9,54.0,789.0,4.38,4.41,2.72 +25426,1.51,Very Good,F,VS2,62.5,58.0,14165.0,7.22,7.33,4.55 +48032,0.5,Very Good,H,IF,61.4,61.0,1923.0,5.14,5.03,3.12 +16454,1.35,Very Good,I,SI1,59.5,58.0,6573.0,7.28,7.17,4.3 +33820,0.32,Ideal,E,VVS2,60.8,57.0,842.0,4.42,4.46,2.7 +51464,1.2,Fair,I,I1,65.1,55.0,2376.0,6.65,6.59,4.31 +5281,0.82,Ideal,F,VS2,61.5,57.0,3798.0,6.01,6.05,3.71 +52644,0.24,Very Good,E,VVS2,63.1,56.0,552.0,3.92,3.97,2.49 +31219,0.32,Very Good,D,SI1,63.3,57.0,756.0,4.38,4.37,2.77 +53635,0.3,Ideal,D,SI1,61.6,56.0,552.0,4.3,4.34,2.66 +9544,1.5,Good,I,I1,62.6,63.0,4620.0,7.19,7.25,4.52 +43264,0.3,Very Good,J,VS1,63.3,60.0,506.0,4.25,4.22,2.68 +22476,1.55,Premium,G,VS2,60.5,60.0,10499.0,7.49,7.46,4.52 +5474,1.02,Good,E,SI2,62.8,64.0,3838.0,6.36,6.32,3.98 +25042,0.3,Ideal,F,SI1,62.3,54.0,641.0,4.3,4.27,2.67 +11757,1.03,Premium,H,VS2,62.4,58.0,5078.0,6.47,6.39,4.01 +51925,0.7,Fair,E,VS2,65.7,55.0,2437.0,5.45,5.51,3.6 +47550,0.52,Ideal,F,VS1,62.3,55.0,1872.0,5.21,5.16,3.23 +41672,0.4,Ideal,G,VS2,62.0,56.0,1240.0,4.73,4.78,2.95 +49986,0.74,Good,F,SI2,59.3,61.0,2190.0,5.87,5.97,3.51 +39714,0.41,Fair,D,VVS2,64.5,57.0,1089.0,4.68,4.65,3.01 +29045,0.42,Ideal,E,SI2,62.7,55.2,687.0,4.78,4.79,3.0 +20306,1.24,Ideal,H,VS1,61.0,57.0,8719.0,6.91,6.95,4.23 +19783,1.21,Ideal,F,VS2,61.5,56.0,8348.0,6.87,6.83,4.21 +27414,1.76,Very Good,G,VS1,62.8,55.4,18014.0,7.7,7.74,4.85 +22261,1.51,Very Good,H,SI1,62.8,55.0,10314.0,7.29,7.32,4.59 +5975,0.9,Premium,F,SI2,59.7,60.0,3951.0,6.25,6.22,3.72 +21581,1.33,Premium,G,VS2,58.6,61.0,9682.0,7.21,7.17,4.21 +32355,0.36,Ideal,E,VS2,61.2,56.0,789.0,4.59,4.63,2.82 +9442,0.9,Ideal,H,VS1,61.6,56.0,4592.0,6.17,6.13,3.79 +53180,0.73,Ideal,G,SI1,61.4,58.0,2630.0,5.77,5.79,3.55 +49150,0.57,Ideal,E,VS1,61.4,57.0,2068.0,5.37,5.32,3.28 +9054,0.34,Ideal,I,SI1,61.9,57.0,589.0,4.52,4.49,2.79 +5187,0.8,Ideal,H,IF,61.1,56.0,3774.0,6.02,5.96,3.66 +39301,0.38,Premium,E,VS1,60.7,59.0,1069.0,4.7,4.65,2.84 +28186,0.4,Premium,D,SI2,61.7,58.0,666.0,4.69,4.74,2.91 +47278,0.51,Ideal,D,VS1,61.7,54.0,1845.0,5.15,5.12,3.17 +3090,0.71,Ideal,D,SI1,62.3,56.0,3316.0,5.72,5.7,3.56 +34627,0.31,Ideal,E,VS2,61.0,56.0,872.0,4.41,4.38,2.68 +49278,0.54,Ideal,G,VVS2,61.8,56.0,2090.0,5.25,5.23,3.24 +26906,2.14,Very Good,I,VS2,59.7,57.0,16914.0,8.41,8.48,5.04 +28226,0.33,Good,G,VS1,63.1,57.0,666.0,4.38,4.4,2.77 +23558,1.51,Premium,E,SI1,61.5,61.0,11565.0,7.41,7.31,4.53 +22776,1.86,Very Good,J,VS2,62.5,55.0,10798.0,7.81,7.9,4.91 +52289,0.58,Good,F,VVS2,62.2,61.0,2494.0,5.37,5.44,3.36 +3904,0.73,Very Good,E,VS1,61.5,57.0,3492.0,5.78,5.83,3.57 +27214,1.45,Very Good,D,VVS2,62.0,56.0,17545.0,7.25,7.32,4.52 +28485,0.35,Premium,E,SI2,59.9,61.0,672.0,4.59,4.56,2.74 +20599,1.51,Good,H,VS2,63.6,61.0,8904.0,7.08,7.03,4.49 +12798,1.34,Very Good,J,SI2,62.7,56.0,5335.0,7.05,7.08,4.43 +25906,2.1,Ideal,H,SI1,61.7,53.0,15035.0,8.3,8.19,5.09 +24532,1.81,Very Good,I,VS2,62.7,58.0,12822.0,7.68,7.77,4.84 +19157,1.02,Ideal,F,VS1,61.5,56.0,7916.0,6.47,6.5,3.99 +45935,0.51,Very Good,D,VS2,63.2,56.0,1722.0,5.04,5.08,3.2 +17847,1.07,Ideal,G,VS1,61.8,55.0,7198.0,6.59,6.55,4.06 +19980,1.51,Ideal,J,VS1,61.9,56.0,8524.0,7.41,7.35,4.57 +26328,2.01,Good,G,SI2,63.6,59.0,15832.0,7.95,8.0,5.07 +19082,2.5,Fair,G,I1,64.7,57.0,7854.0,8.48,8.44,5.47 +42661,0.4,Ideal,G,IF,62.2,55.0,1333.0,4.73,4.76,2.95 +26230,2.0,Premium,I,VS2,59.5,62.0,15651.0,8.21,8.13,4.86 +17531,1.0,Premium,F,VS1,62.0,59.0,7056.0,6.42,6.35,3.96 +5995,1.11,Very Good,I,SI2,61.2,61.0,3956.0,6.65,6.69,4.08 +17461,1.3,Premium,D,SI2,60.2,59.0,7002.0,7.0,7.05,4.23 +31690,0.4,Very Good,H,VS1,61.8,53.0,770.0,4.76,4.78,2.95 +49100,0.64,Fair,F,VS2,57.0,62.5,2063.0,5.67,5.78,3.26 +8156,0.9,Very Good,G,VS1,62.4,55.0,4358.0,6.11,6.17,3.83 +6566,0.9,Ideal,G,SI2,60.6,55.0,4077.0,6.27,6.33,3.82 +23192,2.0,Premium,F,SI2,60.6,62.0,11198.0,8.19,7.84,4.86 +5985,1.01,Very Good,J,SI1,58.9,59.0,3952.0,6.56,6.62,3.88 +28854,0.41,Very Good,H,SI1,61.4,60.0,683.0,4.73,4.78,2.92 +18641,1.0,Very Good,E,VS2,62.9,57.0,7607.0,6.33,6.35,3.99 +33159,0.31,Ideal,H,IF,62.1,54.0,816.0,4.33,4.37,2.7 +24347,1.21,Ideal,F,VVS1,62.0,58.0,12613.0,6.82,6.86,4.24 +53272,0.7,Ideal,H,VS1,62.0,59.0,2648.0,5.68,5.71,3.53 +8966,1.03,Very Good,F,SI2,61.4,57.0,4503.0,6.53,6.6,4.03 +41815,0.43,Ideal,F,VVS2,62.2,55.0,1250.0,4.85,4.83,3.01 +34925,0.26,Good,F,VS1,62.5,56.0,373.0,4.06,4.1,2.55 +52116,0.56,Ideal,F,VVS2,61.9,56.0,2462.0,5.29,5.32,3.28 +47173,0.7,Very Good,J,SI1,58.4,62.0,1836.0,5.85,5.87,3.42 +32948,0.34,Ideal,I,SI1,61.9,57.0,459.0,4.44,4.48,2.76 +36787,0.34,Premium,E,VS2,58.8,59.0,956.0,4.59,4.56,2.69 +42866,0.54,Very Good,E,SI1,60.2,58.0,1358.0,5.23,5.37,3.19 +45788,0.64,Ideal,J,VVS2,62.4,57.0,1709.0,5.48,5.51,3.43 +43502,0.53,Good,E,VS2,58.6,62.0,1422.0,5.26,5.32,3.1 +18499,1.51,Fair,H,VS2,64.9,53.0,7534.0,7.28,7.24,4.71 +14690,1.08,Good,D,SI1,63.8,59.0,5927.0,6.47,6.39,4.1 +29140,0.33,Ideal,D,VS2,61.8,55.0,692.0,4.43,4.44,2.74 +15981,1.0,Fair,F,VS1,65.3,59.0,6397.0,6.25,6.21,4.07 +14689,1.29,Ideal,H,SI2,62.1,57.0,5926.0,6.95,6.93,4.31 +11917,1.07,Ideal,H,SI1,60.9,57.0,5123.0,6.68,6.61,4.05 +44871,0.63,Ideal,G,SI1,62.0,55.0,1628.0,5.49,5.54,3.42 +37552,0.31,Premium,E,VVS1,61.3,58.0,988.0,4.39,4.36,2.68 +32170,0.3,Premium,G,VS1,62.5,59.0,787.0,4.32,4.25,2.68 +17610,1.02,Ideal,F,VS1,60.7,56.0,7091.0,6.53,6.61,3.99 +45091,0.59,Ideal,D,SI1,62.5,55.0,1646.0,5.4,5.42,3.38 +38983,0.39,Ideal,F,VS2,60.0,57.0,1053.0,4.76,4.7,2.84 +21624,1.76,Ideal,I,SI2,61.2,55.0,9714.0,7.79,7.76,4.76 +29334,0.31,Ideal,H,VS1,62.1,54.0,698.0,4.37,4.3,2.69 +42806,0.59,Ideal,J,VS2,60.8,57.0,1352.0,5.47,5.42,3.31 +4835,0.77,Ideal,H,VVS2,61.3,56.0,3707.0,5.91,5.94,3.63 +40751,0.4,Ideal,F,VVS2,61.7,56.0,1163.0,4.74,4.72,2.92 +13042,0.36,Very Good,F,SI1,61.9,59.0,600.0,4.51,4.54,2.8 +8267,0.9,Good,D,SI1,63.3,57.0,4381.0,6.07,6.12,3.86 +46575,0.56,Ideal,E,SI1,62.8,58.0,1784.0,5.31,5.26,3.32 +3014,0.76,Ideal,D,VS2,61.8,57.0,3306.0,5.85,5.9,3.63 +25282,1.24,Ideal,D,VVS2,62.6,55.0,13929.0,6.94,6.89,4.33 +43146,0.52,Very Good,E,SI1,62.9,59.0,1389.0,5.12,5.15,3.23 +11153,1.01,Premium,H,SI1,61.8,60.0,4943.0,6.44,6.38,3.96 +3017,0.73,Very Good,E,VS2,61.5,58.0,3307.0,5.71,5.8,3.54 +31632,0.3,Ideal,H,SI1,60.9,58.0,450.0,4.31,4.33,2.63 +49302,0.32,Very Good,G,SI1,62.0,58.5,540.0,4.36,4.41,2.72 +5447,1.0,Fair,H,SI1,55.2,64.0,3830.0,6.69,6.64,3.68 +31291,0.32,Ideal,D,VS2,61.1,56.0,758.0,4.39,4.41,2.69 +51997,0.7,Good,I,VS1,61.1,61.0,2443.0,5.65,5.7,3.47 +38344,0.32,Premium,G,IF,61.8,55.0,1020.0,4.45,4.39,2.73 +27731,2.08,Ideal,H,SI1,58.7,60.0,18760.0,8.36,8.4,4.92 +52698,0.7,Very Good,E,VS2,62.8,57.0,2553.0,5.66,5.68,3.56 +4216,0.9,Premium,D,SI1,61.7,56.0,3568.0,6.16,6.09,3.78 +6807,1.0,Premium,E,SI2,62.6,60.0,4116.0,6.35,6.33,3.97 +35877,0.48,Ideal,F,SI2,61.0,57.0,918.0,5.05,5.08,3.09 +25361,0.28,Very Good,F,VVS1,62.9,57.0,642.0,4.13,4.17,2.61 +38086,0.3,Ideal,E,VVS2,61.8,56.0,1013.0,4.35,4.33,2.68 +50729,0.7,Ideal,H,SI1,62.2,55.0,2294.0,5.67,5.71,3.54 +51565,0.62,Premium,H,IF,58.9,58.0,2389.0,5.65,5.58,3.31 +28491,0.29,Ideal,G,VVS1,61.5,56.0,673.0,4.25,4.28,2.62 +22866,1.5,Ideal,I,VVS2,60.3,57.0,10907.0,7.43,7.47,4.49 +15612,1.0,Ideal,E,VS2,62.0,56.0,6261.0,6.42,6.36,3.96 +6950,1.0,Premium,F,SI1,59.0,59.0,4144.0,6.55,6.5,3.85 +51857,0.79,Very Good,I,SI1,62.5,57.0,2425.0,5.89,5.91,3.69 +37342,0.31,Ideal,D,VVS2,61.6,56.0,982.0,4.38,4.34,2.69 +18405,1.4,Premium,F,SI2,59.9,60.0,7479.0,7.38,7.29,4.39 +30565,0.31,Premium,E,VS1,61.1,58.0,734.0,4.34,4.37,2.66 +16256,1.35,Ideal,H,VS2,61.6,55.0,6502.0,7.08,7.02,4.34 +15549,1.23,Very Good,F,SI2,61.9,58.0,6233.0,6.77,6.79,4.2 +51114,0.52,Ideal,G,VVS2,61.7,55.0,2338.0,5.21,5.23,3.22 +24325,1.01,Very Good,D,IF,63.3,55.0,12581.0,6.36,6.28,4.0 +7165,0.9,Premium,G,VS2,60.9,58.0,4183.0,6.34,6.19,3.79 +17551,1.05,Ideal,G,VS1,62.0,56.0,7063.0,6.53,6.47,4.03 +40320,0.4,Ideal,D,VS2,60.5,57.0,1125.0,4.8,4.76,2.89 +8066,0.37,Premium,J,VS2,60.7,60.0,583.0,4.68,4.65,2.83 +51797,0.7,Good,F,VS2,63.9,53.0,2415.0,5.65,5.61,3.6 +19209,1.07,Premium,D,VS2,60.9,59.0,7954.0,6.63,6.58,4.02 +24925,2.13,Premium,I,SI1,62.5,60.0,13370.0,8.18,8.13,5.1 +35082,0.37,Ideal,E,VS1,61.6,54.7,886.0,4.61,4.63,2.85 +18053,0.3,Ideal,F,VS1,62.3,54.0,615.0,4.31,4.33,2.69 +22695,0.4,Very Good,G,SI2,62.9,57.0,630.0,4.68,4.7,2.95 +7529,1.01,Ideal,D,SI2,62.0,57.0,4242.0,6.42,6.38,3.97 +45693,0.51,Ideal,E,VS1,61.8,55.0,1697.0,5.15,5.18,3.19 +19497,1.52,Ideal,J,SI1,61.9,56.0,8131.0,7.37,7.41,4.57 +16478,1.2,Ideal,H,VS2,62.6,56.0,6586.0,6.76,6.73,4.22 +52720,0.79,Premium,F,SI2,62.2,57.0,2555.0,5.94,5.9,3.68 +5540,0.91,Fair,D,SI1,64.4,60.0,3855.0,6.08,6.04,3.9 +43967,0.32,Very Good,H,SI2,63.1,56.0,517.0,4.37,4.34,2.75 +32658,0.31,Good,H,VVS2,63.6,56.0,802.0,4.33,4.28,2.74 +45104,0.52,Ideal,H,VS1,61.1,57.0,1648.0,5.17,5.22,3.17 +40339,0.45,Very Good,E,VS2,61.8,58.0,1129.0,4.9,4.94,3.04 +28093,0.31,Premium,F,SI1,62.7,58.0,663.0,4.33,4.31,2.71 +31004,0.41,Good,H,SI1,64.3,54.0,748.0,4.72,4.68,3.02 +44149,0.51,Ideal,H,VS2,61.7,56.0,1563.0,5.13,5.18,3.18 +14362,1.01,Very Good,D,SI1,61.6,59.0,5815.0,6.42,6.47,3.97 +32818,0.34,Ideal,D,VS2,61.4,56.0,805.0,4.5,4.53,2.77 +5058,0.31,Ideal,G,VS2,61.4,57.0,574.0,4.35,4.38,2.68 +36555,0.4,Premium,E,SI1,60.9,60.0,945.0,4.77,4.75,2.9 +53481,0.71,Ideal,E,SI1,62.4,56.0,2681.0,5.68,5.7,3.55 +51808,0.71,Good,E,VS2,63.2,57.0,2416.0,5.63,5.66,3.56 +6827,1.01,Very Good,J,VS2,59.3,59.0,4120.0,6.5,6.58,3.88 +9510,0.9,Premium,D,SI1,62.2,58.0,4612.0,6.18,6.11,3.82 +20644,1.1,Ideal,G,VVS2,62.0,56.0,8932.0,6.68,6.64,4.13 +280,0.72,Good,F,VS1,60.7,60.0,2795.0,5.74,5.72,3.48 +3183,0.91,Good,G,SI2,63.3,57.0,3340.0,6.08,6.12,3.86 +26201,1.51,Premium,F,VS1,61.7,59.0,15581.0,7.33,7.29,4.51 +30859,0.33,Premium,G,VS2,60.8,58.0,743.0,4.47,4.45,2.71 +23818,1.22,Ideal,F,VVS2,62.7,54.0,11880.0,6.79,6.84,4.27 +45915,0.53,Ideal,E,VS2,60.0,57.0,1721.0,5.24,5.3,3.16 +5884,1.02,Very Good,H,SI2,62.4,59.0,3927.0,6.37,6.42,3.99 +19737,1.02,Ideal,E,VS1,62.2,54.0,8303.0,6.43,6.46,4.01 +13900,1.01,Premium,E,SI1,59.2,60.0,5656.0,6.56,6.51,3.87 +14530,1.21,Very Good,I,VS1,59.4,60.0,5865.0,6.9,6.97,4.12 +8808,1.31,Premium,J,SI1,60.7,58.0,4475.0,7.11,7.06,4.3 +26350,0.32,Premium,F,VS2,60.6,59.0,645.0,4.4,4.44,2.68 +7600,1.01,Premium,F,SI2,61.8,56.0,4257.0,6.43,6.38,3.96 +4014,0.79,Very Good,F,SI1,62.9,57.0,3519.0,5.86,5.94,3.71 +52154,0.7,Very Good,F,VS2,62.9,57.0,2473.0,5.59,5.63,3.53 +20530,1.51,Good,H,SI1,62.2,61.0,8854.0,7.25,7.32,4.53 +35365,0.38,Premium,H,VS2,60.6,58.0,898.0,4.7,4.68,2.84 +24797,1.62,Premium,F,SI1,62.6,58.0,13177.0,7.48,7.53,4.7 +52066,0.7,Ideal,F,SI1,62.6,57.0,2453.0,5.59,5.62,3.51 +34947,0.3,Good,H,SI2,63.2,55.0,378.0,4.26,4.29,2.7 +41542,0.42,Premium,D,VS1,60.8,60.0,1235.0,4.87,4.84,2.95 +27253,1.34,Premium,E,IF,61.8,58.0,17663.0,7.15,7.08,4.4 +14676,1.21,Very Good,D,SI2,60.9,58.0,5922.0,6.83,6.89,4.18 +7279,1.0,Premium,H,SI2,62.7,58.0,4200.0,6.33,6.31,3.96 +4777,1.11,Premium,I,SI2,61.3,59.0,3692.0,6.69,6.63,4.09 +25737,1.26,Premium,D,VVS2,60.5,58.0,14663.0,6.99,7.03,4.24 +7888,1.0,Very Good,E,SI2,60.7,59.0,4311.0,6.38,6.44,3.89 +41047,0.5,Ideal,J,VS2,61.6,56.0,1188.0,5.08,5.14,3.15 +34082,0.36,Premium,D,VS2,59.1,58.0,852.0,4.63,4.68,2.75 +40550,0.4,Ideal,E,VS2,61.4,57.0,1150.0,4.78,4.75,2.92 +18914,1.05,Ideal,E,VS1,62.6,57.0,7762.0,6.5,6.44,4.05 +40388,0.42,Ideal,D,VS1,61.8,56.0,1132.0,4.82,4.86,2.99 +49941,0.63,Very Good,G,VVS2,63.3,59.2,2188.0,5.42,5.44,3.44 +38323,0.5,Very Good,F,SI2,62.5,56.0,1020.0,5.05,5.09,3.17 +6864,0.89,Ideal,F,SI1,62.1,55.0,4127.0,6.15,6.18,3.83 +20276,1.21,Ideal,G,VS1,61.1,58.0,8699.0,6.9,6.87,4.21 +25564,2.35,Premium,J,VS1,60.7,60.0,14399.0,8.64,8.6,5.23 +8190,1.04,Premium,H,SI1,60.4,59.0,4368.0,6.59,6.55,3.97 +53722,0.78,Very Good,G,SI1,63.0,58.0,2721.0,5.82,5.86,3.68 +51602,0.7,Premium,H,VS2,60.7,59.0,2394.0,5.66,5.68,3.44 +34977,0.23,Good,E,VVS1,64.4,57.0,472.0,3.87,3.9,2.5 +1072,0.31,Very Good,I,VS2,63.1,54.0,558.0,4.34,4.31,2.73 +23003,1.47,Very Good,G,VS2,62.7,56.0,11060.0,7.15,7.18,4.49 +15378,0.35,Ideal,I,SI1,61.3,54.0,606.0,4.56,4.51,2.78 +47294,0.3,Premium,J,VS1,62.6,58.0,394.0,4.27,4.32,2.69 +10531,1.01,Premium,G,SI1,62.1,56.0,4805.0,6.42,6.36,3.97 +12465,1.27,Ideal,I,SI2,62.1,56.0,5249.0,6.96,6.92,4.31 +8549,1.01,Good,H,SI1,63.1,60.0,4432.0,6.37,6.41,4.03 +53634,0.3,Ideal,D,SI1,61.9,54.0,552.0,4.32,4.34,2.68 +53525,0.71,Very Good,G,VS2,61.3,59.0,2690.0,5.72,5.76,3.52 +30232,0.33,Ideal,E,VS2,62.3,57.0,723.0,4.4,4.43,2.75 +2090,0.71,Very Good,H,IF,63.0,57.0,3112.0,5.63,5.7,3.57 +33094,0.37,Ideal,H,VVS1,61.9,54.0,815.0,4.63,4.65,2.87 +15905,1.29,Premium,J,VVS2,62.6,59.0,6356.0,6.98,6.91,4.35 +50779,0.54,Ideal,D,VVS2,61.2,55.0,2302.0,5.25,5.31,3.23 +18277,1.17,Ideal,G,VS2,62.0,57.0,7423.0,6.74,6.78,4.19 +13814,1.25,Very Good,J,VS1,60.4,60.0,5628.0,6.99,7.08,4.25 +47117,0.79,Very Good,J,SI1,58.8,62.0,1828.0,6.01,6.03,3.54 +15756,1.15,Ideal,I,SI1,61.8,55.0,6300.0,6.73,6.76,4.17 +19842,1.21,Very Good,F,VS2,62.9,54.0,8403.0,6.78,6.82,4.28 +10965,1.06,Premium,G,SI1,59.6,58.0,4903.0,6.73,6.67,3.99 +1006,0.79,Ideal,G,SI1,62.3,57.0,2898.0,5.9,5.85,3.66 +25272,2.06,Premium,I,SI2,61.0,61.0,13912.0,8.18,8.1,5.02 +15817,1.18,Ideal,E,SI2,60.9,57.0,6328.0,6.86,6.89,4.19 +43498,0.54,Good,G,VS2,63.6,56.0,1422.0,5.14,5.17,3.28 +4527,0.74,Ideal,G,VS1,61.2,56.0,3635.0,5.83,5.86,3.58 +50217,0.7,Very Good,F,SI1,62.2,58.0,2230.0,5.66,5.69,3.53 +20832,1.52,Premium,I,VS2,59.0,59.0,9057.0,7.53,7.46,4.42 +9711,0.34,Very Good,H,VS1,62.3,57.0,590.0,4.45,4.48,2.78 +40293,0.4,Ideal,H,VVS2,62.2,56.0,1125.0,4.75,4.7,2.94 +14254,1.03,Premium,F,VS2,62.6,58.0,5774.0,6.45,6.4,4.02 +28508,0.3,Fair,G,VS1,64.4,61.0,673.0,4.2,4.16,2.69 +43358,0.56,Very Good,G,SI1,61.1,56.0,1408.0,5.32,5.34,3.26 +40846,0.46,Premium,E,VS2,61.5,60.0,1173.0,4.95,4.91,3.03 +38828,0.42,Ideal,H,VS1,61.2,57.0,1048.0,4.87,4.8,2.96 +4475,1.1,Ideal,F,I1,61.3,56.9,3623.0,6.62,6.68,4.08 +36313,0.32,Premium,H,VVS1,62.9,58.0,936.0,4.37,4.34,2.74 +36278,0.3,Ideal,G,SI1,62.3,57.0,477.0,4.29,4.31,2.68 +49479,0.61,Ideal,E,VS2,59.7,57.0,2115.0,5.57,5.52,3.31 +4783,1.21,Premium,J,VS2,59.0,60.0,3694.0,6.93,6.88,4.07 +48958,0.7,Very Good,H,SI1,62.9,56.0,2048.0,5.64,5.68,3.56 +52761,0.62,Ideal,D,VS1,61.0,57.0,2562.0,5.51,5.54,3.37 +24468,2.02,Ideal,J,SI2,62.2,57.0,12736.0,8.11,8.18,5.07 +2896,0.91,Good,G,SI2,63.6,59.0,3282.0,6.15,6.11,3.9 +17870,1.5,Very Good,I,SI2,63.4,58.0,7211.0,7.15,7.21,4.55 +28662,0.36,Very Good,E,VS2,60.4,58.0,677.0,4.58,4.62,2.78 +15130,1.07,Ideal,H,VS1,62.3,55.0,6082.0,6.59,6.54,4.09 +14304,1.21,Premium,H,SI1,62.8,59.0,5793.0,6.72,6.68,4.21 +31284,0.32,Ideal,G,SI2,61.6,56.0,450.0,4.44,4.46,2.74 +41460,0.56,Very Good,H,SI1,59.9,60.0,1230.0,5.3,5.35,3.19 +41006,0.55,Ideal,F,SI2,61.4,55.0,1183.0,5.27,5.29,3.24 +11944,1.1,Good,H,SI1,63.6,58.0,5131.0,6.55,6.5,4.15 +44133,0.53,Very Good,H,VS1,63.3,56.0,1561.0,5.13,5.17,3.26 +22374,0.31,Premium,H,VS2,62.5,60.0,628.0,4.36,4.31,2.71 +22051,1.5,Premium,E,SI2,60.7,55.0,10080.0,7.44,7.39,4.5 +26137,1.61,Premium,F,VS2,62.3,59.0,15426.0,7.53,7.47,4.67 +21213,1.62,Very Good,E,SI2,60.8,59.0,9355.0,7.57,7.62,4.62 +26965,1.71,Premium,G,VS1,62.3,58.0,17041.0,7.61,7.65,4.75 +29868,0.3,Very Good,D,VS2,62.9,61.0,710.0,4.27,4.29,2.69 +12046,0.34,Premium,H,VS1,62.2,58.0,596.0,4.43,4.48,2.77 +32291,0.31,Premium,J,SI1,59.4,62.0,453.0,4.43,4.39,2.62 +13663,1.05,Good,H,VS2,63.7,58.0,5592.0,6.45,6.4,4.09 +31636,0.3,Very Good,I,SI2,63.3,56.0,450.0,4.3,4.26,2.71 +46101,0.55,Ideal,E,VS2,62.2,54.0,1741.0,5.29,5.26,3.28 +15794,1.69,Premium,I,I1,62.4,60.0,6320.0,7.56,7.59,4.73 +42913,0.41,Ideal,E,VVS2,61.6,55.0,1363.0,4.81,4.84,2.97 +12336,1.22,Premium,I,SI2,62.5,58.0,5226.0,6.8,6.76,4.24 +50162,0.72,Very Good,G,SI2,61.9,59.0,2218.0,5.67,5.71,3.52 +9487,0.91,Very Good,F,VS2,60.8,57.0,4606.0,6.24,6.25,3.8 +41721,0.41,Ideal,E,VVS2,61.6,56.0,1243.0,4.8,4.78,2.95 +3636,0.71,Ideal,G,VS1,61.8,55.0,3431.0,5.71,5.76,3.55 +16345,1.29,Very Good,I,VS2,61.8,58.0,6537.0,6.94,6.98,4.3 +6623,1.04,Very Good,G,SI2,60.3,62.0,4084.0,6.5,6.56,3.94 +16755,1.13,Ideal,H,VS2,61.9,56.0,6670.0,6.69,6.63,4.13 +45198,0.51,Premium,G,VS1,62.5,58.0,1656.0,5.09,5.11,3.19 +45539,0.51,Ideal,F,VS2,60.6,56.0,1687.0,5.19,5.17,3.14 +23166,1.62,Ideal,H,SI1,60.9,58.0,11180.0,7.53,7.61,4.61 +3379,0.31,Good,G,SI2,63.2,55.0,408.0,4.31,4.33,2.73 +41689,0.5,Premium,E,SI2,61.7,58.0,1240.0,5.12,5.06,3.14 +4991,1.06,Premium,J,SI2,61.3,60.0,3740.0,6.59,6.52,4.02 +12332,1.01,Good,E,SI1,63.6,60.0,5226.0,6.38,6.32,4.04 +3189,0.73,Ideal,G,VS1,60.8,58.0,3342.0,5.81,5.87,3.55 +42767,0.58,Ideal,E,SI2,62.8,56.0,1346.0,5.3,5.37,3.35 +53416,0.72,Very Good,F,SI1,63.1,56.0,2670.0,5.68,5.67,3.58 +19600,1.57,Ideal,J,SI1,62.4,57.0,8221.0,7.51,7.4,4.65 +34790,0.4,Ideal,H,VVS2,60.8,55.0,877.0,4.79,4.82,2.92 +20851,1.5,Premium,E,SI2,62.4,62.0,9072.0,7.29,7.21,4.53 +27221,2.36,Ideal,H,SI2,62.2,55.0,17569.0,8.51,8.56,5.3 +331,0.74,Very Good,E,SI1,63.5,56.0,2803.0,5.74,5.79,3.66 +12290,1.02,Premium,H,VS2,62.5,60.0,5217.0,6.38,6.43,4.0 +47984,0.3,Very Good,I,VVS2,62.1,56.0,533.0,4.27,4.31,2.66 +25782,1.51,Ideal,G,VVS2,62.3,55.0,14750.0,7.35,7.29,4.56 +46457,0.54,Ideal,H,VVS1,61.9,54.0,1774.0,5.22,5.25,3.24 +38094,0.45,Premium,I,VVS1,63.0,56.0,1013.0,4.9,4.88,3.08 +28457,0.33,Very Good,G,VVS2,63.0,56.0,672.0,4.42,4.47,2.8 +40137,0.41,Ideal,H,VVS1,61.4,56.0,1115.0,4.8,4.77,2.94 +1061,0.31,Premium,I,VS2,62.3,57.0,558.0,4.35,4.32,2.7 +42517,0.41,Ideal,F,VVS2,61.2,56.0,1323.0,4.78,4.82,2.94 +37128,0.39,Very Good,F,VS1,62.0,56.0,971.0,4.72,4.64,2.9 +6626,1.1,Good,G,SI2,64.2,56.0,4084.0,6.55,6.51,4.19 +13487,1.04,Good,G,VS2,61.4,65.0,5535.0,6.53,6.47,3.99 +3311,0.7,Ideal,E,VS2,61.1,56.0,3370.0,5.76,5.81,3.53 +53785,0.7,Ideal,E,SI1,61.1,56.0,2728.0,5.76,5.79,3.53 +7796,1.04,Premium,I,SI1,61.8,60.0,4290.0,6.47,6.51,4.01 +37364,0.4,Premium,F,VS1,60.5,60.0,982.0,4.76,4.8,2.89 +13245,1.14,Ideal,E,SI2,62.4,57.0,5473.0,6.64,6.7,4.16 +18843,1.51,Good,H,SI2,63.1,60.0,7723.0,7.23,7.28,4.58 +52588,0.79,Ideal,I,SI1,60.5,58.0,2539.0,5.97,5.99,3.62 +10505,1.0,Very Good,F,SI1,63.3,61.0,4798.0,6.31,6.29,3.99 +31955,0.31,Ideal,I,VS2,61.6,55.0,452.0,4.37,4.4,2.7 +10107,1.2,Premium,J,SI1,60.0,61.0,4717.0,6.89,6.84,4.12 +53053,0.76,Ideal,F,SI1,62.7,57.0,2607.0,5.82,5.85,3.66 +53772,0.7,Ideal,D,SI1,62.3,53.0,2726.0,5.7,5.72,3.56 +44599,0.53,Ideal,G,VS2,62.5,56.0,1607.0,5.2,5.17,3.24 +30338,0.34,Premium,F,SI1,59.4,62.0,727.0,4.59,4.54,2.71 +53712,0.71,Ideal,D,SI1,62.5,55.0,2719.0,5.69,5.74,3.57 +2623,0.73,Very Good,E,VS1,62.3,58.0,3226.0,5.72,5.74,3.57 +46303,0.3,Good,G,VS2,63.1,56.0,526.0,4.25,4.28,2.69 +28308,0.3,Very Good,H,SI1,62.9,57.0,432.0,4.22,4.27,2.67 +9894,1.0,Very Good,E,SI2,59.6,62.0,4685.0,6.45,6.51,3.86 +31571,0.39,Very Good,J,VVS1,57.8,59.0,767.0,4.85,4.9,2.82 +413,0.3,Ideal,G,VS1,62.3,56.0,555.0,4.29,4.31,2.68 +16524,1.31,Ideal,H,SI2,62.2,57.0,6602.0,7.0,6.96,4.34 +17826,1.5,Fair,H,SI2,65.5,53.0,7187.0,7.14,7.11,4.67 +45183,0.51,Ideal,E,VS2,61.8,56.0,1656.0,5.12,5.14,3.17 +31847,0.36,Ideal,G,VVS2,61.6,57.0,776.0,4.58,4.62,2.83 +40677,0.5,Good,E,SI1,64.0,56.0,1155.0,5.03,4.97,3.2 +1052,0.39,Ideal,H,SI2,61.5,57.0,558.0,4.66,4.7,2.88 +52704,0.7,Fair,G,VS1,57.1,62.0,2553.0,5.89,5.94,3.38 +46805,0.7,Premium,D,SI2,59.8,59.0,1806.0,5.75,5.72,3.43 +26796,2.0,Ideal,E,SI2,62.2,57.0,16650.0,8.11,8.09,5.04 +33052,0.3,Ideal,F,VVS1,61.9,54.0,814.0,4.35,4.37,2.7 +51707,0.58,Very Good,D,VVS2,63.0,56.0,2400.0,5.28,5.35,3.35 +28826,0.41,Very Good,H,SI1,62.8,56.0,683.0,4.72,4.77,2.98 +35240,0.38,Ideal,H,VVS1,62.3,53.3,894.0,4.63,4.66,2.9 +45388,0.55,Very Good,G,VS1,59.4,62.0,1667.0,5.32,5.36,3.17 +9259,1.1,Very Good,H,SI2,59.8,60.0,4561.0,6.7,6.77,4.03 +32653,0.31,Ideal,H,VVS2,62.2,57.0,802.0,4.36,4.32,2.7 +20297,1.21,Very Good,F,VS2,60.1,55.0,8711.0,6.91,7.01,4.18 +32389,0.42,Very Good,I,VS1,60.4,60.0,791.0,4.82,4.88,2.93 +15729,1.23,Premium,H,VS2,61.4,59.0,6291.0,6.85,6.87,4.21 +49696,0.51,Ideal,G,IF,62.9,58.0,2146.0,5.07,5.11,3.2 +33557,0.41,Premium,J,VS1,62.0,55.0,830.0,4.77,4.74,2.95 +32777,0.34,Premium,D,SI1,62.4,58.0,803.0,4.46,4.42,2.77 +37399,0.5,Very Good,G,SI2,58.6,61.0,983.0,5.16,5.21,3.04 +33598,0.37,Ideal,G,VS2,62.2,57.0,833.0,4.64,4.59,2.87 +19876,1.31,Ideal,H,VS1,61.5,56.0,8429.0,7.0,7.06,4.32 +25158,2.07,Premium,J,SI1,61.7,60.0,13731.0,8.23,8.15,5.05 +12369,0.26,Very Good,E,VVS1,59.9,58.0,597.0,4.17,4.18,2.5 +6171,0.9,Fair,F,VS2,58.9,67.0,3992.0,6.18,6.17,3.64 +29884,0.3,Ideal,D,VS2,62.2,54.0,710.0,4.28,4.31,2.67 +37877,0.51,Premium,G,SI2,59.9,60.0,1004.0,5.14,5.07,3.06 +5036,1.03,Premium,J,SI1,61.1,61.0,3749.0,6.49,6.44,3.95 +17500,1.51,Premium,J,SI1,62.3,58.0,7034.0,7.3,7.33,4.56 +7094,1.01,Premium,H,SI2,61.6,59.0,4166.0,6.39,6.44,3.95 +1807,0.79,Ideal,E,SI1,62.1,54.0,3053.0,5.96,5.92,3.69 +46885,0.7,Ideal,G,SI2,61.6,57.0,1814.0,5.68,5.65,3.49 +30348,0.33,Ideal,D,VS1,61.1,57.0,727.0,4.46,4.48,2.73 +10593,0.91,Very Good,E,VS2,62.8,59.0,4823.0,6.15,6.17,3.87 +14215,1.27,Premium,J,VVS1,60.1,58.0,5761.0,7.06,6.99,4.22 +27287,2.01,Very Good,H,SI1,62.8,59.0,17759.0,7.99,8.04,5.03 +25628,2.5,Ideal,J,SI2,64.0,55.0,14502.0,8.56,8.48,5.46 +22658,1.14,Ideal,E,VVS2,62.3,55.0,10703.0,6.71,6.68,4.17 +24195,1.6,Ideal,F,SI1,62.2,55.0,12379.0,7.47,7.5,4.65 +51489,0.71,Ideal,F,SI1,62.9,57.0,2381.0,5.71,5.65,3.57 +33864,0.3,Premium,E,VS2,61.7,58.0,844.0,4.34,4.32,2.67 +28914,0.3,Very Good,H,VVS1,63.0,56.0,684.0,4.24,4.27,2.68 +14404,1.08,Premium,H,VS1,58.6,60.0,5818.0,6.84,6.78,3.99 +53013,0.7,Ideal,F,SI1,62.3,57.0,2596.0,5.68,5.64,3.53 +32363,0.3,Very Good,F,VVS1,61.0,57.0,790.0,4.33,4.36,2.65 +15422,1.01,Premium,F,VS1,62.6,58.0,6176.0,6.48,6.37,4.02 +49898,0.72,Ideal,J,VS1,61.1,56.0,2177.0,5.84,5.82,3.56 +29949,0.33,Very Good,I,SI1,61.4,58.0,445.0,4.46,4.5,2.75 +25084,1.52,Premium,G,VS2,62.0,58.0,13606.0,7.39,7.33,4.56 +1672,0.7,Very Good,G,VS2,61.8,55.0,3026.0,5.69,5.74,3.53 +29543,0.4,Fair,H,VS2,65.1,59.0,704.0,4.58,4.63,3.0 +27869,0.42,Good,D,SI2,63.1,56.0,653.0,4.74,4.8,3.01 +2977,0.71,Ideal,G,VS2,61.8,56.0,3299.0,5.73,5.76,3.55 +16216,1.33,Ideal,H,SI2,62.7,57.0,6480.0,7.05,6.98,4.4 +28471,0.32,Ideal,H,VS1,62.7,56.0,672.0,4.42,4.39,2.76 +39228,0.38,Premium,D,VS1,62.4,59.0,1067.0,4.6,4.63,2.88 +31550,0.3,Ideal,E,VVS2,62.3,56.0,766.0,4.3,4.34,2.69 +42603,0.32,Good,I,VS1,63.2,54.0,505.0,4.38,4.42,2.78 +37352,0.4,Very Good,F,VS1,62.9,58.0,982.0,4.67,4.71,2.95 +4256,0.9,Premium,D,SI2,58.8,59.0,3579.0,6.28,6.24,3.68 +27167,2.14,Premium,I,VS2,62.3,58.0,17416.0,8.22,8.16,5.1 +4320,0.9,Good,E,SI2,65.8,60.0,3595.0,5.94,5.97,3.92 +32420,0.41,Ideal,D,SI1,61.0,57.0,791.0,4.78,4.8,2.92 +42416,0.52,Very Good,G,SI1,61.1,56.0,1311.0,5.19,5.23,3.18 +14030,1.22,Ideal,H,SI2,61.1,57.0,5703.0,6.9,5.92,4.22 +40369,0.5,Ideal,I,VS1,61.9,54.0,1130.0,5.12,5.16,3.18 +34021,0.35,Ideal,E,VVS2,61.0,57.0,849.0,4.54,4.58,2.78 +53774,0.7,Ideal,D,SI1,62.5,55.0,2726.0,5.68,5.72,3.56 +1111,0.73,Ideal,E,SI1,61.4,58.0,2914.0,5.76,5.8,3.55 +39285,0.3,Ideal,H,VS2,62.1,57.0,491.0,4.27,4.3,2.66 +200,0.72,Premium,F,SI1,61.8,61.0,2777.0,5.82,5.71,3.56 +3128,0.9,Premium,H,SI2,59.2,60.0,3326.0,6.3,6.24,3.71 +4976,0.78,Ideal,D,VS2,62.9,56.0,3736.0,5.85,5.88,3.69 +8479,1.01,Good,F,SI2,63.9,54.0,4416.0,6.33,6.44,4.08 +26944,2.09,Premium,H,SI2,62.1,58.0,17001.0,8.17,8.22,5.09 +14702,0.3,Ideal,G,VS1,61.4,55.0,605.0,4.31,4.36,2.66 +19132,1.06,Very Good,E,VS1,63.0,58.0,7900.0,6.46,6.49,4.08 +44316,0.34,Very Good,G,SI1,63.4,57.0,521.0,4.4,4.45,2.81 +31831,0.34,Ideal,H,VVS1,61.8,57.0,775.0,4.44,4.46,2.75 +48356,0.56,Ideal,D,VS2,60.9,56.0,1963.0,5.32,5.35,3.25 +32183,0.39,Good,G,VS2,63.8,59.0,787.0,4.66,4.59,2.95 +53858,0.71,Premium,D,SI2,61.7,59.0,2743.0,5.67,5.71,3.51 +41216,0.4,Ideal,F,VVS1,61.5,56.0,1206.0,4.77,4.73,2.92 +5944,0.9,Good,I,VVS2,62.9,61.0,3946.0,6.1,6.14,3.85 +5492,0.9,Very Good,F,SI1,62.8,56.0,3842.0,6.11,6.15,3.85 +51338,0.52,Ideal,D,VVS2,62.4,56.0,2362.0,5.15,5.17,3.22 +25563,2.14,Good,H,SI1,57.5,60.0,14395.0,8.57,8.48,4.9 +5909,0.81,Ideal,E,SI1,61.9,56.0,3935.0,5.97,6.02,3.71 +6048,0.32,Ideal,I,VS2,61.5,56.0,576.0,4.41,4.4,2.71 +16335,1.01,Ideal,F,VS2,62.0,56.0,6533.0,6.51,6.46,4.02 +13125,1.01,Good,E,VS2,63.8,59.0,5430.0,6.26,6.22,3.98 +16955,1.01,Very Good,F,VS2,61.6,57.0,6773.0,6.39,6.46,3.96 +35872,0.3,Ideal,E,VVS1,61.1,56.0,918.0,4.36,4.38,2.67 +52738,0.71,Ideal,I,VVS2,61.4,58.0,2559.0,5.7,5.76,3.52 +4659,1.12,Fair,I,SI2,64.6,57.0,3669.0,6.5,6.47,4.19 +32395,0.31,Ideal,E,VVS2,61.4,57.0,791.0,4.37,4.39,2.69 +38393,0.42,Premium,E,VS2,62.8,59.0,1024.0,4.8,4.76,3.0 +52312,0.38,Very Good,I,VS2,62.4,56.0,549.0,4.65,4.58,2.88 +16936,1.29,Ideal,F,SI2,60.7,58.0,6762.0,7.0,7.07,4.27 +22627,1.17,Very Good,D,VS1,60.5,57.0,10681.0,6.79,6.86,4.13 +10280,1.02,Premium,H,SI1,59.2,58.0,4754.0,6.6,6.57,3.9 +3547,0.81,Ideal,E,SI1,60.3,56.0,3413.0,6.05,6.13,3.67 +30942,0.27,Very Good,E,VS2,58.6,57.0,449.0,4.3,4.33,2.53 +25035,0.4,Ideal,J,VS1,60.4,56.0,641.0,4.77,4.8,2.89 +1436,0.82,Ideal,F,SI1,62.6,57.0,2974.0,5.96,6.02,3.75 +25841,1.51,Ideal,E,VS2,61.2,57.0,14889.0,7.37,7.47,4.54 +22117,1.52,Very Good,H,SI1,62.5,58.0,10145.0,7.28,7.34,4.57 +29201,0.33,Ideal,I,IF,61.4,56.0,694.0,4.41,4.45,2.72 +40872,0.51,Ideal,G,SI1,61.5,54.0,1175.0,5.17,5.21,3.19 +5413,1.52,Premium,G,I1,61.7,58.0,3820.0,7.43,7.34,4.56 +13794,1.0,Ideal,E,SI1,62.7,57.0,5622.0,6.39,6.49,4.04 +39431,0.41,Ideal,F,VS1,62.1,56.0,1076.0,4.76,4.74,2.95 +38945,0.31,Premium,H,VS2,62.7,59.0,489.0,4.29,4.32,2.7 +12073,1.05,Ideal,D,SI2,62.1,56.0,5156.0,6.48,6.54,4.04 +6063,0.77,Very Good,G,VVS1,62.7,54.0,3966.0,5.84,5.89,3.67 +33158,0.31,Ideal,G,VVS1,62.5,54.0,816.0,4.33,4.37,2.72 +20390,0.31,Premium,F,VS2,62.4,58.0,625.0,4.31,4.34,2.7 +18542,1.51,Very Good,J,VS2,62.2,60.0,7557.0,7.27,7.32,4.54 +22352,0.31,Ideal,H,VS2,62.2,55.0,628.0,4.39,4.36,2.72 +52287,0.71,Very Good,G,VS1,63.3,56.0,2494.0,5.67,5.64,3.58 +42873,0.55,Ideal,G,SI2,61.6,56.0,1358.0,5.28,5.31,3.26 +36476,0.43,Ideal,G,VS1,61.3,57.0,943.0,4.85,4.88,2.98 +12973,1.01,Very Good,H,VS2,61.6,57.0,5393.0,6.41,6.44,3.96 +6857,0.8,Very Good,F,VVS2,62.7,58.0,4126.0,5.88,5.92,3.7 +27728,2.61,Ideal,I,SI2,62.1,56.0,18756.0,8.85,8.73,5.46 +22128,1.8,Very Good,I,SI2,63.2,58.0,10161.0,7.75,7.66,4.87 +49036,0.62,Ideal,E,SI1,61.7,54.0,2054.0,5.53,5.49,3.4 +18770,1.32,Premium,G,SI1,60.6,58.0,7676.0,7.12,7.06,4.3 +43644,0.39,Ideal,F,IF,61.9,57.0,1433.0,4.69,4.68,2.9 +24784,1.51,Good,G,VVS2,63.8,59.0,13155.0,7.24,7.28,4.63 +25822,1.5,Very Good,G,VVS1,63.3,58.0,14842.0,7.19,7.27,4.58 +11466,1.09,Good,H,SI1,63.6,56.0,5010.0,6.56,6.53,4.16 +45584,0.52,Ideal,G,VS1,62.4,56.0,1689.0,5.11,5.15,3.2 +52957,0.24,Very Good,F,VVS1,58.7,59.0,552.0,4.04,4.1,2.39 +42072,0.55,Good,D,SI2,63.2,56.0,1272.0,5.21,5.24,3.3 +23654,1.51,Ideal,H,VS2,61.9,59.0,11696.0,7.29,7.34,4.53 +7095,1.01,Good,F,SI2,63.7,59.0,4166.0,6.28,6.38,4.03 +34285,0.26,Ideal,H,IF,61.1,57.0,468.0,4.12,4.16,2.53 +15030,1.0,Premium,G,VS2,61.6,58.0,6048.0,6.43,6.39,3.95 +17574,1.08,Fair,G,VS1,64.7,60.0,7076.0,6.44,6.41,4.16 +43631,0.43,Premium,G,IF,61.4,59.0,1433.0,4.79,4.85,2.96 +30186,0.41,Ideal,H,SI1,62.4,53.0,722.0,4.78,4.81,2.99 +7011,0.9,Ideal,I,VS2,62.0,53.0,4157.0,6.17,6.23,3.85 +12283,1.33,Premium,H,SI2,61.9,58.0,5214.0,7.07,7.01,4.36 +27443,2.0,Good,F,SI1,62.8,62.0,18069.0,8.0,8.03,5.03 +35274,0.3,Premium,G,IF,60.2,58.0,895.0,4.35,4.39,2.63 +24966,2.02,Premium,H,SI1,63.0,60.0,13453.0,7.85,7.79,4.93 +8471,1.01,Good,F,SI2,63.2,59.0,4416.0,6.35,6.38,4.02 +48168,0.53,Ideal,F,VVS2,62.3,56.0,1943.0,5.2,5.24,3.25 +29973,0.32,Ideal,D,SI1,61.5,56.0,715.0,4.41,4.44,2.72 +33924,0.3,Ideal,E,VS2,62.4,56.0,844.0,4.33,4.26,2.68 +15210,1.01,Ideal,G,VS2,61.8,56.0,6108.0,6.45,6.42,3.98 +44022,0.51,Premium,E,SI1,60.8,57.0,1546.0,5.24,5.19,3.17 +15740,1.01,Ideal,G,VS2,60.6,58.0,6295.0,6.44,6.5,3.92 +728,0.34,Very Good,G,VS2,59.6,62.0,556.0,4.54,4.56,2.71 +12294,1.21,Premium,H,SI2,61.9,55.0,5218.0,6.84,6.79,4.22 +26196,2.01,Ideal,H,SI2,60.1,57.0,15562.0,8.24,8.2,4.94 +37186,0.32,Ideal,D,VS2,62.6,57.0,972.0,4.41,4.37,2.75 +43564,0.51,Ideal,F,VS2,62.5,53.0,1431.0,5.12,5.15,3.21 +28091,0.3,Ideal,E,VS1,62.1,54.2,663.0,4.3,4.32,2.68 +29458,0.33,Ideal,H,VVS1,62.5,56.0,702.0,4.42,4.44,2.77 +47990,0.32,Very Good,F,SI1,62.7,57.0,533.0,4.37,4.4,2.75 +27972,0.3,Ideal,E,VS2,62.0,56.0,658.0,4.31,4.34,2.68 +50692,0.53,Ideal,F,VS2,61.6,56.0,2290.0,5.26,5.23,3.23 +30743,0.43,Ideal,F,SI1,61.3,56.0,739.0,4.86,4.9,2.99 +48849,0.63,Very Good,F,VS2,63.0,56.2,2032.0,5.38,5.48,3.42 +10430,1.09,Very Good,H,SI1,61.8,58.0,4784.0,6.58,6.63,4.08 +14849,1.23,Premium,H,VS2,59.3,58.0,5979.0,7.0,6.94,4.13 +45956,0.54,Ideal,H,VVS1,61.2,57.0,1723.0,5.21,5.25,3.2 +10543,1.01,Ideal,I,VS1,62.6,56.0,4808.0,6.42,6.36,4.0 +53278,0.71,Good,G,VS2,58.9,61.0,2649.0,5.81,5.84,3.43 +28335,0.33,Premium,G,VS1,61.3,58.0,666.0,4.42,4.46,2.72 +6795,0.9,Premium,D,SI2,59.2,60.0,4114.0,6.34,6.3,3.74 +34661,0.31,Ideal,E,VS2,61.7,55.0,872.0,4.36,4.33,2.68 +24334,1.52,Very Good,G,VS2,60.8,57.0,12596.0,7.41,7.49,4.53 +44689,0.55,Ideal,D,SI1,61.3,56.0,1611.0,5.28,5.33,3.25 +1717,0.32,Premium,I,VVS2,60.7,59.0,561.0,4.4,4.43,2.68 +3759,0.75,Ideal,D,VS2,62.4,55.0,3456.0,5.83,5.8,3.63 +48011,0.54,Ideal,G,VVS2,62.0,56.0,1920.0,5.23,5.27,3.25 +6238,0.75,Ideal,D,VS1,62.0,58.0,4007.0,5.77,5.84,3.6 +40653,0.54,Premium,H,SI1,61.0,58.0,1154.0,5.23,5.27,3.2 +10775,1.02,Premium,F,SI1,58.4,59.0,4855.0,6.65,6.57,3.86 +34702,0.43,Ideal,I,VVS2,62.6,57.0,874.0,4.79,4.82,3.01 +33742,0.31,Ideal,D,VVS2,61.6,54.0,840.0,4.37,4.4,2.7 +12950,0.9,Very Good,E,SI1,61.4,56.0,5387.0,6.19,6.23,3.81 +49513,0.7,Fair,F,SI1,66.0,56.0,2121.0,5.59,5.56,3.68 +49779,0.7,Ideal,F,SI1,61.2,56.0,2161.0,5.72,5.78,3.52 +4325,1.01,Good,F,SI2,63.8,57.0,3597.0,6.36,6.31,4.04 +21344,1.1,Premium,F,VS2,60.5,57.0,9486.0,6.7,6.69,4.05 +53164,0.84,Premium,H,SI2,61.3,58.0,2628.0,6.1,6.04,3.72 +21658,1.22,Premium,D,VS2,62.0,60.0,9756.0,6.79,6.74,4.22 +46337,0.58,Ideal,G,VS2,61.9,56.0,1758.0,5.38,5.34,3.32 +45511,0.55,Ideal,F,VS1,60.3,57.0,1682.0,5.32,5.37,3.23 +41364,0.52,Premium,F,SI2,61.7,58.0,1219.0,5.16,5.12,3.17 +37337,0.43,Premium,E,VS2,61.6,59.0,981.0,4.81,4.84,2.97 +7949,1.16,Premium,G,SI2,62.0,59.0,4320.0,6.74,6.62,4.14 +8942,1.01,Premium,F,SI2,62.2,59.0,4497.0,6.42,6.38,3.98 +48858,0.5,Ideal,D,VS1,62.2,54.4,2033.0,5.07,5.11,3.16 +6041,0.32,Very Good,G,VS2,61.9,56.0,576.0,4.36,4.39,2.71 +18661,1.08,Ideal,F,VS2,62.5,57.0,7625.0,6.52,6.57,4.09 +29595,0.32,Premium,D,SI1,62.2,60.0,706.0,4.37,4.34,2.71 +48171,0.54,Fair,F,SI1,64.8,59.0,1944.0,5.11,5.05,3.29 +50693,0.57,Very Good,F,VVS2,62.6,58.0,2290.0,5.28,5.3,3.31 +35076,0.3,Very Good,F,IF,62.0,58.0,886.0,4.28,4.3,2.66 +24146,1.16,Ideal,D,VVS2,61.9,55.0,12314.0,6.72,6.76,4.17 +49381,0.66,Good,G,VS2,58.1,59.9,2101.0,5.68,5.72,3.31 +8360,1.01,Premium,E,SI1,62.4,58.0,4399.0,6.37,6.42,3.99 +6280,0.9,Good,F,SI1,59.3,56.0,4016.0,6.27,6.32,3.73 +48444,0.51,Ideal,G,VVS2,62.6,57.0,1974.0,5.12,5.1,3.2 +25639,2.04,Very Good,I,SI2,60.9,57.0,14527.0,8.14,8.19,4.97 +53897,0.83,Ideal,G,SI2,62.4,54.0,2751.0,6.01,6.08,3.77 +2743,0.61,Ideal,F,VVS2,61.1,57.0,3248.0,5.47,5.49,3.34 +20506,1.51,Premium,E,SI1,63.0,58.0,8836.0,7.4,7.27,4.62 +50121,0.73,Ideal,G,SI2,61.8,56.0,2210.0,5.76,5.8,3.57 +20308,1.12,Premium,G,VVS2,62.6,59.0,8721.0,6.61,6.58,4.13 +6897,0.9,Very Good,E,VS2,61.1,63.0,4134.0,6.17,6.2,3.78 +26387,1.55,Ideal,D,VS2,62.1,59.0,15887.0,7.34,7.37,4.57 +9945,0.96,Good,D,SI1,61.0,61.0,4693.0,6.29,6.33,3.85 +53128,0.72,Very Good,E,SI1,62.5,58.0,2618.0,5.68,5.72,3.56 +29205,0.33,Ideal,I,IF,61.8,55.0,694.0,4.46,4.47,2.76 +50430,0.74,Very Good,F,SI2,63.1,55.0,2261.0,5.77,5.74,3.63 +4989,1.0,Fair,F,SI2,65.1,60.0,3740.0,6.19,6.1,4.0 +47908,0.67,Premium,G,SI1,60.5,60.0,1914.0,5.69,5.65,3.43 +41921,0.45,Good,F,VS1,60.1,61.8,1262.0,4.96,4.98,2.99 +21026,1.51,Ideal,G,SI2,62.4,56.0,9234.0,7.29,7.25,4.54 +34609,0.27,Ideal,D,VS2,60.2,57.0,470.0,4.19,4.21,2.53 +51891,0.52,Ideal,E,VVS2,61.8,56.0,2430.0,5.15,5.18,3.19 +17882,1.18,Ideal,D,SI1,61.9,55.0,7216.0,6.8,6.76,4.2 +3754,0.96,Good,H,SI2,56.7,62.0,3454.0,6.51,6.39,3.66 +39476,0.41,Premium,E,VS1,62.0,60.0,1079.0,4.74,4.78,2.95 +48769,0.59,Ideal,G,VS1,62.1,55.0,2018.0,5.4,5.35,3.34 +22692,0.29,Very Good,E,VVS1,60.9,61.0,629.0,4.23,4.27,2.59 +40652,0.54,Ideal,H,SI1,62.2,56.0,1154.0,5.19,5.26,3.25 +39864,0.55,Ideal,J,SI1,61.0,56.0,1101.0,5.31,5.34,3.25 +44883,0.5,Premium,E,VS2,61.3,56.0,1629.0,5.16,5.11,3.15 +39593,0.55,Ideal,H,SI1,62.2,54.0,1084.0,5.24,5.28,3.27 +39867,0.38,Premium,F,VS1,62.7,57.0,1101.0,4.71,4.64,2.93 +50917,0.56,Ideal,F,VVS2,60.3,56.0,2318.0,5.39,5.35,3.24 +51281,0.7,Very Good,I,VS2,60.8,61.0,2360.0,5.72,5.76,3.49 +16586,1.08,Very Good,H,VVS1,63.1,57.0,6623.0,6.57,6.52,4.13 +46536,0.51,Premium,E,VS2,60.3,59.0,1781.0,5.22,5.2,3.14 +36827,0.41,Good,E,VVS1,64.3,54.0,957.0,4.68,4.72,3.02 +15855,1.51,Premium,E,SI2,62.7,58.0,6342.0,7.27,7.24,4.55 +23230,1.1,Premium,D,VVS2,61.7,56.0,11233.0,6.65,6.64,4.1 +29610,0.35,Premium,G,VS1,61.2,58.0,706.0,4.51,4.54,2.77 +43025,0.52,Very Good,E,SI2,62.6,58.0,1372.0,5.05,5.17,3.2 +52122,0.7,Premium,E,SI2,60.8,59.0,2463.0,5.75,5.7,3.48 +4011,0.9,Very Good,F,SI2,62.4,59.0,3519.0,6.12,6.16,3.83 +37618,0.24,Very Good,E,VVS1,60.7,60.0,485.0,4.01,4.06,2.45 +28489,0.42,Ideal,J,VVS2,61.7,54.0,673.0,4.83,4.86,2.99 +20171,1.02,Very Good,G,IF,62.3,59.0,8624.0,6.36,6.45,3.99 +13981,1.1,Ideal,F,VS2,58.6,57.0,5692.0,6.82,6.8,3.99 +42388,0.6,Good,J,VS1,58.9,60.5,1306.0,5.5,5.57,3.26 +51653,0.26,Ideal,G,VVS2,61.4,56.0,545.0,4.11,4.14,2.53 +41335,0.36,Ideal,F,IF,62.2,55.0,1215.0,4.62,4.57,2.86 +21510,1.2,Ideal,H,VVS1,60.2,57.0,9604.0,6.87,6.94,4.15 +43628,0.43,Premium,G,IF,60.9,59.0,1433.0,4.88,4.94,2.99 +9021,1.0,Premium,H,VS2,58.9,56.0,4514.0,6.53,6.51,3.84 +29632,0.23,Very Good,E,VS1,61.3,56.0,442.0,3.96,3.98,2.43 +21789,1.6,Ideal,G,VS1,62.0,57.0,9856.0,7.47,7.43,4.62 +24813,1.27,Very Good,F,VVS1,62.5,56.0,13200.0,6.99,6.93,4.35 +22632,1.59,Very Good,D,SI2,59.9,59.0,10685.0,7.6,7.52,4.53 +44388,0.41,Ideal,D,VVS1,62.2,56.0,1582.0,4.8,4.78,2.98 +41427,0.51,Good,H,SI1,63.7,56.0,1227.0,5.1,5.07,3.24 +19629,1.51,Good,F,SI2,63.8,59.0,8245.0,7.22,7.18,4.59 +39327,0.51,Fair,G,SI1,65.2,55.0,1071.0,5.04,5.02,3.28 +40424,0.7,Good,F,I1,63.8,60.0,1134.0,5.64,5.45,3.54 +40929,0.3,Ideal,E,SI1,61.6,54.0,499.0,4.32,4.35,2.67 +21747,1.5,Very Good,F,SI2,62.9,55.0,9817.0,7.26,7.28,4.57 +13268,0.91,Very Good,G,VS2,62.3,59.0,5484.0,6.13,6.17,3.83 +46404,0.62,Premium,F,SI1,59.8,60.0,1766.0,5.56,5.51,3.31 +7383,0.33,Ideal,G,VS2,62.6,57.0,579.0,4.45,4.47,2.79 +17719,0.37,Very Good,H,SI1,62.6,63.0,613.0,4.6,4.5,2.85 +26096,1.5,Premium,F,VS1,59.6,60.0,15338.0,7.41,7.49,4.44 +12021,1.0,Premium,F,SI1,62.5,59.0,5152.0,6.39,6.34,3.98 +33615,0.31,Good,D,SI2,63.7,55.0,462.0,4.32,4.35,2.76 +41598,0.32,Ideal,I,SI2,61.0,56.0,391.0,4.43,4.45,2.71 +44897,0.5,Premium,E,VS2,62.4,62.0,1629.0,5.07,5.03,3.15 +11000,0.9,Premium,D,VS2,62.6,59.0,4914.0,6.17,6.14,3.85 +20746,1.2,Very Good,F,VS1,62.6,59.0,8983.0,6.64,6.71,4.18 +12022,1.06,Premium,H,VS2,61.1,59.0,5152.0,6.58,6.51,4.0 +33524,0.47,Fair,E,SI1,67.9,56.0,829.0,4.84,4.65,3.24 +23184,2.06,Premium,I,SI2,62.2,60.0,11190.0,8.14,8.1,5.05 +3501,0.92,Ideal,F,SI1,62.2,55.0,3400.0,6.25,6.19,3.87 +7997,1.01,Premium,G,SI2,62.0,58.0,4327.0,6.41,6.37,3.96 +4454,0.72,Very Good,D,VS1,59.4,56.0,3619.0,5.85,5.9,3.49 +32175,0.39,Very Good,G,VS2,62.4,56.0,787.0,4.64,4.68,2.91 +17372,0.32,Ideal,D,SI2,59.5,57.0,612.0,4.5,4.47,2.67 +36305,0.32,Premium,H,VVS1,61.4,58.0,936.0,4.41,4.38,2.7 +25956,2.01,Premium,F,SI1,63.0,59.0,15134.0,7.99,7.89,5.0 +8375,0.31,Premium,F,VS2,59.4,58.0,583.0,4.37,4.45,2.62 +27928,0.38,Premium,E,SI1,58.1,58.0,658.0,4.85,4.79,2.8 +23707,0.36,Very Good,H,VS1,61.6,59.0,631.0,4.52,4.57,2.8 +24360,1.58,Ideal,F,SI1,60.3,56.0,12621.0,7.56,7.62,4.58 +10824,1.16,Ideal,I,VS2,59.3,56.0,4869.0,6.84,6.88,4.07 +38449,0.35,Ideal,H,IF,60.9,57.0,1028.0,4.58,4.6,2.8 +33877,0.3,Ideal,E,VS2,61.8,56.0,844.0,4.34,4.3,2.67 +15413,1.51,Premium,I,SI2,61.3,55.0,6173.0,7.41,7.36,4.53 +19771,1.04,Premium,D,VS1,62.3,59.0,8341.0,6.48,6.39,4.01 +11230,1.02,Very Good,D,SI2,62.8,55.0,4964.0,6.38,6.46,4.03 +26059,2.02,Good,F,SI2,61.9,61.0,15261.0,8.06,8.02,4.98 +3665,1.0,Fair,F,SI2,65.7,61.0,3443.0,6.13,6.11,4.02 +26775,2.04,Very Good,I,VS2,61.0,61.0,16616.0,8.08,8.14,4.95 +279,0.81,Ideal,F,SI2,62.6,55.0,2795.0,5.92,5.96,3.72 +37150,0.32,Ideal,E,VS1,61.6,57.0,972.0,4.39,4.35,2.69 +21568,1.01,Very Good,F,VVS1,62.8,60.0,9667.0,6.4,6.34,4.0 +47197,0.51,Very Good,D,VS1,63.1,58.0,1838.0,5.05,5.1,3.2 +41829,0.46,Ideal,E,VS2,62.1,57.0,1251.0,4.93,4.89,3.05 +43980,0.36,Very Good,H,SI1,59.3,60.0,518.0,4.62,4.65,2.75 +34467,0.38,Ideal,F,VS1,62.0,54.0,865.0,4.65,4.68,2.89 +37012,0.33,Premium,G,VVS2,59.5,60.0,965.0,4.55,4.52,2.7 +32201,0.35,Ideal,E,SI1,61.2,57.0,788.0,4.56,4.52,2.78 +28053,0.33,Ideal,F,VS2,62.0,54.2,660.0,4.42,4.45,2.75 +47002,0.53,Ideal,G,VVS2,62.5,54.0,1818.0,5.19,5.21,3.25 +9873,1.0,Good,F,SI1,60.1,65.0,4679.0,6.4,6.44,3.86 +53689,0.82,Very Good,G,SI1,63.1,52.0,2716.0,6.02,5.97,3.78 +13066,1.23,Good,H,SI2,63.8,57.4,5412.0,6.72,6.78,4.31 +1578,0.71,Ideal,G,SI1,61.6,55.0,3007.0,5.72,5.78,3.54 +8934,1.01,Premium,F,SI2,60.0,59.0,4497.0,6.61,6.48,3.93 +48861,0.7,Good,I,SI1,64.3,57.0,2034.0,5.59,5.63,3.61 +29464,0.32,Ideal,E,VS2,61.7,55.0,702.0,4.36,4.42,2.71 +5122,1.04,Ideal,J,SI2,60.4,57.0,3762.0,6.55,6.6,3.97 +53212,0.85,Ideal,H,SI2,61.8,54.0,2635.0,6.07,6.1,3.76 +33135,0.31,Ideal,G,VVS1,61.2,56.0,816.0,4.34,4.38,2.67 +41094,0.45,Very Good,G,VVS1,60.0,57.0,1193.0,4.99,5.02,3.0 +5038,1.03,Premium,I,SI1,62.0,58.0,3749.0,6.46,6.41,3.99 +14326,1.02,Very Good,D,SI1,64.2,58.0,5803.0,6.32,6.35,4.07 +30487,0.31,Ideal,D,SI1,62.1,56.0,732.0,4.37,4.33,2.7 +20293,1.13,Premium,G,VVS1,59.3,59.0,8709.0,6.79,6.87,4.05 +44577,0.53,Very Good,G,VS1,61.9,57.0,1607.0,5.19,5.22,3.22 +41614,0.27,Very Good,H,VVS1,61.2,57.0,504.0,4.15,4.18,2.55 +9519,1.04,Ideal,E,SI1,62.0,57.0,4613.0,6.5,6.47,4.02 +48123,0.5,Very Good,G,VVS2,60.6,66.0,1939.0,5.06,5.1,3.08 +17117,1.01,Premium,D,VS2,61.0,59.0,6827.0,6.44,6.41,3.92 +51242,0.71,Very Good,H,SI1,62.1,61.0,2354.0,5.63,5.71,3.52 +34108,0.39,Ideal,H,VVS2,62.1,54.3,853.0,4.63,4.69,2.9 +3520,0.91,Very Good,F,SI2,63.0,59.0,3405.0,6.12,6.17,3.87 +7855,0.9,Very Good,D,SI1,63.5,57.0,4304.0,6.15,6.11,3.89 +10577,1.02,Ideal,H,SI1,58.8,57.0,4819.0,6.66,6.6,3.9 +15449,1.03,Ideal,F,SI1,62.1,56.0,6183.0,6.5,6.46,4.03 +29348,0.31,Ideal,G,VS2,62.4,54.0,698.0,4.39,4.36,2.73 +23525,1.2,Ideal,G,VVS2,60.9,56.0,11530.0,6.86,6.91,4.19 +24780,2.13,Premium,J,SI2,62.6,58.0,13148.0,8.21,8.18,5.13 +42271,0.23,Very Good,E,VVS2,63.0,58.0,505.0,3.95,3.99,2.5 +14916,1.01,Good,E,VS2,65.4,56.0,6004.0,6.18,6.23,4.06 +52495,0.51,Ideal,E,VVS1,62.3,53.7,2524.0,5.1,5.12,3.19 +36839,0.37,Premium,G,VS1,61.4,58.0,957.0,4.61,4.58,2.82 +47629,0.51,Very Good,D,VS1,63.3,57.0,1882.0,5.07,5.1,3.22 +12483,1.06,Ideal,G,SI1,62.0,56.0,5253.0,6.55,6.52,4.05 +9727,1.14,Premium,H,SI1,63.0,57.0,4654.0,6.7,6.65,4.2 +51154,0.62,Fair,E,VS1,58.8,67.0,2344.0,5.66,5.57,3.29 +28512,0.3,Premium,F,VS2,61.8,60.0,673.0,4.3,4.27,2.65 +2464,0.7,Ideal,F,VVS2,62.0,55.0,3191.0,5.71,5.67,3.53 +14645,1.1,Very Good,H,VS2,61.3,58.0,5914.0,6.63,6.74,4.1 +47025,0.56,Ideal,G,VS1,60.6,56.0,1819.0,5.33,5.36,3.24 +11053,0.28,Very Good,E,VVS2,61.4,60.0,596.0,4.18,4.22,2.58 +10205,1.04,Ideal,F,SI2,61.2,57.0,4740.0,6.54,6.6,4.02 +5903,1.06,Ideal,J,SI2,61.3,57.0,3932.0,6.55,6.6,4.03 +14775,1.01,Premium,G,VS2,61.8,59.0,5946.0,6.45,6.4,3.97 +20222,1.41,Premium,H,VS2,61.2,60.0,8654.0,7.17,7.21,4.4 +50797,0.71,Premium,I,VS1,61.8,58.0,2306.0,5.72,5.76,3.55 +30201,0.42,Good,F,SI1,63.1,56.0,722.0,4.79,4.82,3.03 +31272,0.32,Very Good,E,SI2,62.7,57.0,449.0,4.34,4.37,2.73 +3603,0.93,Good,G,SI2,64.5,56.3,3425.0,6.08,6.14,3.94 +41138,0.5,Good,G,SI1,63.6,55.0,1197.0,5.03,5.06,3.21 +28705,0.41,Very Good,I,SI1,63.3,60.0,680.0,4.71,4.64,2.96 +48943,0.71,Fair,G,SI1,65.0,58.0,2045.0,5.57,5.53,3.61 +32399,0.31,Ideal,E,VVS2,62.0,54.0,791.0,4.38,4.4,2.72 +4723,0.33,Premium,I,SI1,62.8,58.0,572.0,4.43,4.39,2.77 +19800,1.53,Premium,H,SI1,62.4,60.0,8365.0,7.34,7.31,4.57 +19381,1.51,Ideal,J,SI1,61.4,57.0,8049.0,7.38,7.43,4.55 +4772,1.1,Ideal,F,I1,61.3,57.0,3690.0,6.68,6.62,4.08 +45152,0.5,Premium,F,VS2,61.8,58.0,1654.0,5.1,5.07,3.14 +14354,1.01,Very Good,D,SI1,61.8,58.0,5812.0,6.33,6.38,3.93 +9096,1.08,Ideal,J,SI1,61.8,56.0,4524.0,6.58,6.55,4.06 +21429,1.52,Ideal,F,SI2,62.5,57.0,9533.0,7.36,7.32,4.59 +37979,0.51,Very Good,J,VS2,58.0,62.0,1008.0,5.24,5.27,3.05 +17945,1.03,Good,E,VS1,63.3,59.0,7251.0,6.4,6.45,4.07 +50935,0.57,Ideal,E,VS2,61.3,57.0,2319.0,5.38,5.29,3.27 +42610,0.32,Premium,I,VS1,62.0,58.0,505.0,4.37,4.4,2.72 +33844,0.3,Ideal,G,IF,61.0,56.0,844.0,4.34,4.37,2.65 +53924,0.73,Ideal,I,VS2,61.3,56.0,2756.0,5.8,5.84,3.57 +31772,0.32,Premium,F,VS2,58.8,62.0,773.0,4.48,4.43,2.62 +36147,0.33,Ideal,E,VS2,61.9,54.0,928.0,4.47,4.42,2.75 +31093,0.3,Premium,D,VVS2,62.4,58.0,752.0,4.26,4.3,2.67 +37985,0.32,Ideal,D,VVS2,60.9,57.0,1008.0,4.39,4.45,2.7 +22924,1.35,Premium,F,VS2,61.9,58.0,10962.0,7.06,7.02,4.36 +9566,1.12,Very Good,H,SI2,61.8,58.0,4624.0,6.62,6.68,4.11 +25933,2.0,Ideal,I,SI2,61.7,56.0,15092.0,8.0,8.13,4.98 +32055,0.3,Good,F,IF,64.3,53.0,780.0,4.22,4.27,2.73 +7742,1.07,Premium,G,SI2,58.5,61.0,4278.0,6.71,6.59,3.89 +39859,0.55,Ideal,J,SI1,60.9,57.0,1100.0,5.24,5.3,3.21 +16039,0.3,Premium,I,VS1,62.9,59.0,608.0,4.3,4.22,2.68 +50637,0.23,Very Good,F,VS2,59.1,59.0,402.0,4.02,4.07,2.39 +18700,0.41,Very Good,D,SI2,59.9,60.0,619.0,4.78,4.8,2.87 +8894,1.01,Good,H,SI1,57.1,58.0,4488.0,6.6,6.64,3.78 +20176,1.29,Very Good,H,VS1,60.8,58.0,8629.0,7.01,7.04,4.27 +20619,1.54,Premium,I,VS2,61.7,59.0,8917.0,7.4,7.34,4.55 +6251,0.83,Ideal,F,SI1,61.8,55.0,4009.0,6.01,6.06,3.73 +182,0.54,Ideal,E,VVS2,61.5,57.0,2776.0,5.24,5.26,3.23 +10078,0.33,Ideal,I,VVS1,62.1,54.0,592.0,4.46,4.49,2.78 +19196,1.23,Ideal,H,VS1,62.1,54.0,7946.0,6.87,6.89,4.27 +43124,0.52,Ideal,J,IF,62.1,56.0,1385.0,5.18,5.12,3.2 +16063,1.01,Very Good,F,VS2,62.8,59.0,6416.0,6.33,6.41,4.0 +2445,0.96,Premium,J,SI1,62.9,59.0,3187.0,6.3,6.22,3.94 +46711,0.52,Ideal,E,VS1,62.5,56.0,1793.0,5.16,5.11,3.21 +12368,0.26,Very Good,E,VVS1,61.4,58.0,597.0,4.12,4.15,2.54 +2544,0.58,Ideal,D,VVS1,60.6,57.0,3206.0,5.38,5.41,3.27 +38075,0.3,Ideal,E,VVS2,61.7,57.0,1013.0,4.34,4.31,2.67 +29834,0.38,Ideal,G,SI1,61.6,54.0,710.0,4.68,4.71,2.89 +5323,0.79,Very Good,F,VS1,61.0,55.0,3806.0,6.01,6.03,3.67 +17123,1.15,Very Good,G,VS2,62.9,58.0,6831.0,6.62,6.7,4.19 +12118,1.07,Ideal,I,VS2,60.6,59.0,5167.0,6.64,6.62,4.02 +24399,2.01,Very Good,D,SI2,58.3,63.0,12639.0,8.28,8.25,4.82 +22447,1.39,Very Good,G,VS2,62.6,56.0,10476.0,7.08,7.11,4.44 +29989,0.32,Ideal,F,VS1,61.0,54.0,716.0,4.42,4.44,2.7 +28150,0.3,Ideal,G,VVS2,62.4,57.0,665.0,4.27,4.29,2.67 +14600,1.24,Ideal,F,SI2,61.7,57.0,5889.0,6.95,6.88,4.27 +42376,0.43,Ideal,H,IF,62.2,55.0,1304.0,4.87,4.84,3.02 +19585,1.22,Premium,G,VS2,61.8,58.0,8213.0,6.84,6.91,4.25 +32379,0.39,Very Good,J,VS1,63.5,58.0,790.0,4.64,4.59,2.93 +45780,0.51,Ideal,G,VS1,60.9,56.0,1708.0,5.16,5.19,3.15 +9072,1.03,Ideal,H,SI1,62.3,56.0,4520.0,6.45,6.48,4.03 +20444,1.51,Premium,I,SI1,62.6,60.0,8794.0,7.34,7.27,4.57 +25776,2.3,Ideal,G,SI2,61.4,57.0,14744.0,8.51,8.48,5.22 +35290,0.3,Premium,H,VS2,62.3,58.0,473.0,4.31,4.33,2.69 +29877,0.3,Ideal,D,VS2,62.3,56.0,710.0,4.27,4.3,2.67 +50994,0.31,Very Good,E,SI1,62.8,57.0,544.0,4.32,4.34,2.72 +20629,1.0,Premium,F,VVS2,60.6,54.0,8924.0,6.56,6.52,3.96 +3477,1.01,Premium,H,SI2,61.9,61.0,3394.0,6.34,6.29,3.91 +40611,0.31,Ideal,I,SI1,62.1,53.0,498.0,4.34,4.36,2.7 +31107,0.4,Premium,G,VS2,61.9,58.0,753.0,4.74,4.76,2.94 +47164,0.59,Ideal,F,VS2,60.6,56.0,1834.0,5.43,5.48,3.31 +40758,0.4,Ideal,F,VVS2,62.8,56.0,1163.0,4.73,4.69,2.96 +11658,1.07,Premium,H,SI1,62.1,58.0,5055.0,6.56,6.49,4.05 +5849,1.0,Premium,H,SI2,61.3,58.0,3920.0,6.45,6.41,3.94 +5871,0.91,Very Good,H,VS2,63.7,57.0,3924.0,6.1,6.12,3.89 +53693,1.0,Good,F,I1,64.2,59.0,2717.0,6.26,6.3,4.03 +18842,1.51,Very Good,H,SI2,60.4,59.0,7723.0,7.27,7.3,4.4 +8632,1.02,Premium,G,SI1,62.6,59.0,4449.0,6.43,6.38,4.01 +51846,0.7,Good,F,SI1,63.8,60.0,2423.0,5.63,5.6,3.58 +5769,0.91,Premium,E,SI2,62.8,59.0,3898.0,6.16,6.13,3.86 +41170,0.38,Ideal,E,VVS1,61.3,55.0,1200.0,4.67,4.72,2.88 +32760,0.34,Premium,I,VVS1,60.5,59.0,803.0,4.54,4.48,2.73 +28494,0.3,Ideal,E,VS2,61.5,55.0,673.0,4.3,4.34,2.66 +11344,1.01,Premium,I,VVS1,62.0,59.0,4989.0,6.39,6.32,3.94 +15908,0.92,Ideal,F,VS1,61.3,56.0,6360.0,6.26,6.3,3.85 +48971,0.36,Ideal,G,SI1,62.7,55.0,537.0,4.54,4.59,2.86 +8984,0.95,Ideal,H,SI1,61.9,56.0,4508.0,6.29,6.35,3.91 +30621,0.34,Good,I,SI1,63.7,54.0,447.0,4.43,4.48,2.84 +6581,0.9,Very Good,D,SI2,62.9,56.0,4078.0,6.09,6.19,3.86 +32739,0.31,Premium,F,VS2,59.7,58.0,802.0,4.48,4.43,2.66 +51946,0.72,Premium,G,VS2,62.4,57.0,2441.0,5.73,5.72,3.57 +34764,0.41,Premium,E,SI2,61.3,57.0,876.0,4.83,4.79,2.95 +44512,0.52,Ideal,D,SI1,62.4,57.0,1600.0,5.14,5.18,3.22 +43674,0.5,Very Good,D,SI1,62.8,53.0,1436.0,5.04,5.08,3.18 +32544,0.27,Ideal,E,VVS2,62.5,57.0,799.0,4.13,4.1,2.57 +36224,0.36,Ideal,E,VS1,62.7,57.0,933.0,4.58,4.55,2.86 +45808,0.5,Ideal,H,VVS1,60.6,55.0,1710.0,5.13,5.17,3.12 +8790,1.23,Premium,D,SI2,58.0,59.0,4470.0,7.02,6.97,4.06 +52850,0.7,Premium,E,SI1,61.0,56.0,2576.0,5.75,5.69,3.49 +35675,0.41,Ideal,F,SI1,60.5,56.0,909.0,4.81,4.84,2.92 +8329,1.0,Very Good,E,SI2,62.5,55.0,4392.0,6.38,6.41,4.0 +2258,0.75,Ideal,D,SI1,62.0,58.0,3152.0,5.81,5.84,3.61 +25236,1.5,Good,E,VS2,63.9,58.0,13846.0,7.21,7.19,4.6 +49442,0.57,Ideal,E,VS1,61.3,57.0,2110.0,5.34,5.37,3.28 +186,0.71,Ideal,G,SI1,60.5,56.0,2776.0,5.8,5.76,3.5 +4388,0.31,Very Good,D,SI1,60.0,61.0,571.0,4.41,4.43,2.65 +3799,0.71,Good,E,VS1,59.4,61.0,3464.0,5.8,5.89,3.47 +15220,1.12,Ideal,H,VS2,61.8,55.0,6110.0,6.64,6.7,4.12 +23955,1.64,Ideal,I,VS1,62.1,55.0,12089.0,7.57,7.59,4.71 +11573,1.02,Premium,F,SI1,59.2,58.0,5038.0,6.53,6.5,3.86 +4834,0.92,Very Good,D,SI2,63.7,57.0,3707.0,6.12,6.21,3.93 +31344,0.27,Ideal,F,VVS2,62.7,55.0,760.0,4.1,4.12,2.58 +34584,0.32,Very Good,G,IF,62.9,55.0,872.0,4.37,4.4,2.75 +44922,0.73,Fair,F,SI2,64.7,56.0,1631.0,5.6,5.53,3.6 +31138,0.38,Very Good,G,SI1,61.8,53.7,755.0,4.67,4.69,2.9 +46880,0.53,Premium,E,VS2,60.9,60.0,1813.0,5.22,5.16,3.16 +46896,0.6,Premium,D,SI1,61.5,52.0,1814.0,5.5,5.43,3.36 +36730,0.32,Ideal,E,VVS1,61.7,56.0,954.0,4.4,4.42,2.72 +16097,1.23,Ideal,I,VS1,61.5,56.0,6435.0,6.86,6.89,4.23 +16231,1.24,Ideal,H,SI1,60.9,57.0,6488.0,6.9,6.95,4.22 +52432,0.7,Very Good,H,VS2,63.0,55.4,2513.0,5.67,5.7,3.58 +7523,1.01,Ideal,G,SI2,62.4,56.0,4242.0,6.42,6.37,3.99 +20454,1.2,Premium,F,VS2,60.4,59.0,8796.0,6.91,6.89,4.17 +40213,0.41,Ideal,D,SI1,61.8,56.0,1122.0,4.78,4.73,2.94 +99,0.73,Very Good,E,SI1,61.6,59.0,2760.0,5.77,5.78,3.56 +52033,0.71,Good,I,VVS2,63.6,57.0,2450.0,5.69,5.66,3.61 +52500,0.71,Ideal,I,VS1,61.5,55.0,2525.0,5.73,5.78,3.54 +21503,1.7,Premium,E,SI2,59.8,59.0,9596.0,7.76,7.66,4.61 +19414,1.43,Very Good,H,SI1,62.8,58.0,8069.0,7.08,7.13,4.46 +32673,0.31,Ideal,G,VS1,62.1,55.0,802.0,4.36,4.33,2.7 +21454,1.52,Very Good,F,SI2,62.1,58.0,9552.0,7.26,7.34,4.53 +27157,1.69,Good,E,VS1,63.8,56.0,17400.0,7.51,7.57,4.81 +26966,1.07,Ideal,D,IF,60.9,54.0,17042.0,6.66,6.73,4.08 +307,0.7,Premium,E,VS1,62.2,58.0,2800.0,5.6,5.66,3.5 +29039,0.4,Good,E,SI1,63.7,57.0,687.0,4.66,4.69,2.98 +17289,1.12,Good,F,VS2,63.8,57.0,6925.0,6.59,6.61,4.21 +49439,0.7,Good,F,SI2,60.6,61.0,2109.0,5.71,5.77,3.48 +10673,1.08,Very Good,E,SI2,59.5,59.0,4840.0,6.71,6.78,4.01 +38180,0.41,Ideal,D,SI1,61.6,55.0,1015.0,4.8,4.78,2.95 +668,0.7,Good,F,VS2,59.1,61.0,2846.0,5.76,5.84,3.43 +47670,0.23,Premium,G,VVS1,61.3,59.0,531.0,3.96,3.94,2.42 +24578,1.7,Very Good,H,VS2,61.9,60.0,12874.0,7.57,7.61,4.7 +24383,0.38,Ideal,F,I1,62.5,57.0,638.0,4.64,4.61,2.89 +9137,1.1,Ideal,H,SI2,62.0,55.0,4537.0,6.6,6.62,4.1 +26283,2.14,Very Good,I,SI1,61.3,61.0,15769.0,8.28,8.32,5.09 +31953,0.31,Ideal,I,VS2,62.1,54.0,452.0,4.35,4.38,2.71 +39344,0.38,Ideal,E,VVS2,61.9,53.8,1073.0,4.66,4.7,2.9 +18892,0.9,Very Good,E,IF,63.9,55.0,7747.0,6.05,6.09,3.88 +53894,0.7,Ideal,F,VS1,62.0,55.0,2751.0,5.74,5.71,3.55 +22762,1.29,Very Good,E,VS1,61.8,57.0,10780.0,6.99,6.93,4.3 +31723,0.32,Very Good,G,VVS1,61.4,55.0,772.0,4.41,4.45,2.72 +7762,1.1,Very Good,J,SI2,61.8,58.0,4283.0,6.6,6.63,4.09 +7881,0.9,Very Good,G,VS2,63.3,54.0,4309.0,6.19,6.11,3.89 +38790,0.31,Ideal,G,VVS1,60.7,57.0,1046.0,4.4,4.37,2.66 +11376,0.34,Ideal,E,SI1,62.1,55.0,596.0,4.47,4.51,2.79 +2683,0.72,Ideal,F,SI1,60.2,57.0,3242.0,5.83,5.86,3.52 +22552,1.7,Ideal,J,VS1,60.9,58.0,10589.0,7.73,7.68,4.69 +44655,0.29,Very Good,G,VVS1,62.0,58.0,522.0,4.19,4.23,2.61 +47233,0.71,Fair,I,VS2,61.6,67.0,1840.0,5.76,5.61,3.5 +6842,1.13,Fair,J,SI1,64.9,55.0,4123.0,6.49,6.56,4.24 +28078,0.4,Ideal,J,VVS2,61.8,55.0,662.0,4.76,4.79,2.95 +9638,1.09,Premium,H,SI2,62.5,58.0,4639.0,6.61,6.55,4.11 +15910,1.04,Premium,G,VS1,60.2,58.0,6360.0,6.65,6.64,4.0 +48285,0.53,Ideal,E,VS2,62.0,56.0,1956.0,5.29,5.2,3.25 +15483,1.22,Ideal,J,VS1,61.4,58.0,6201.0,6.85,6.87,4.21 +36384,0.38,Premium,D,SI1,58.9,61.0,941.0,4.79,4.75,2.81 +36367,0.39,Ideal,F,VS1,61.9,55.2,939.0,4.66,4.7,2.89 +38159,0.33,Very Good,F,IF,60.3,58.0,1014.0,4.49,4.46,2.7 +26416,2.01,Premium,I,VS2,60.3,62.0,15939.0,8.13,8.08,4.89 +39044,0.4,Premium,E,VVS2,61.4,56.0,1056.0,4.81,4.74,2.93 +31912,0.3,Premium,G,VS1,62.9,60.0,776.0,4.29,4.26,2.69 +50155,0.75,Premium,G,SI2,61.0,58.0,2216.0,5.9,5.94,3.61 +27102,2.02,Ideal,H,SI1,62.5,54.0,17245.0,8.07,8.1,5.05 +5862,0.9,Good,G,SI1,60.2,63.0,3921.0,6.16,6.2,3.72 +31081,0.3,Very Good,D,VVS2,62.9,56.0,752.0,4.27,4.29,2.69 +33441,0.32,Ideal,G,VS1,61.9,55.0,828.0,4.43,4.39,2.73 +50383,0.55,Very Good,D,VS1,59.5,56.0,2251.0,5.35,5.38,3.19 +12919,1.2,Premium,H,SI2,62.5,58.0,5376.0,6.81,6.76,4.24 +37273,0.26,Ideal,H,VS1,62.2,54.0,482.0,4.09,4.11,2.55 +15155,1.21,Premium,F,SI2,59.0,60.0,6092.0,6.99,6.94,4.11 +18008,1.32,Very Good,H,SI1,62.8,56.0,7283.0,6.94,7.0,4.38 +7248,1.0,Ideal,F,SI2,61.8,57.0,4197.0,6.36,6.45,3.96 +5277,1.13,Ideal,E,I1,62.0,55.0,3797.0,6.7,6.66,4.14 +13810,1.04,Ideal,F,SI1,62.9,54.0,5626.0,6.49,6.46,4.07 +21612,1.04,Very Good,E,VVS2,62.8,58.0,9705.0,6.42,6.45,4.04 +8424,1.0,Good,H,SI1,61.6,61.0,4405.0,6.29,6.35,3.89 +50135,0.7,Very Good,G,VS1,62.9,59.0,2212.0,5.56,5.63,3.52 +3890,0.74,Ideal,D,VS2,62.0,57.0,3487.0,5.79,5.83,3.6 +51789,0.7,Fair,H,VS1,65.8,56.0,2415.0,5.54,5.49,3.63 +24894,1.2,Premium,E,VVS1,60.2,60.0,13321.0,6.84,6.97,4.16 +12048,0.34,Very Good,E,SI1,59.0,60.0,596.0,4.56,4.62,2.71 +22753,1.12,Ideal,E,VVS2,60.6,57.0,10769.0,6.77,6.66,4.07 +50926,0.61,Premium,F,VVS2,63.0,60.0,2319.0,5.35,5.29,3.35 +49847,0.53,Very Good,D,VS1,60.5,58.0,2170.0,5.27,5.3,3.2 +22491,1.62,Very Good,H,SI1,62.8,59.0,10521.0,7.4,7.45,4.66 +30284,0.34,Very Good,F,SI2,60.0,62.0,447.0,4.51,4.55,2.72 +26068,2.25,Good,J,SI1,62.4,61.0,15287.0,8.29,8.35,5.19 +5601,1.2,Premium,E,I1,62.3,60.0,3871.0,6.78,6.71,4.2 +14047,0.26,Ideal,G,IF,62.5,57.0,605.0,4.06,4.1,2.55 +43003,0.52,Premium,E,SI1,60.3,58.0,1369.0,5.2,5.24,3.15 +47761,0.52,Ideal,H,VVS1,61.7,53.0,1893.0,5.19,5.25,3.22 +24082,1.56,Premium,D,SI1,62.6,58.0,12226.0,7.36,7.44,4.63 +39080,0.31,Premium,D,VVS1,61.1,56.0,1060.0,4.42,4.35,2.68 +35923,0.43,Ideal,E,SI2,62.1,56.0,919.0,4.85,4.84,3.01 +16037,0.3,Premium,I,VS1,61.6,60.0,608.0,4.3,4.27,2.64 +46567,0.59,Ideal,D,SI1,61.4,55.0,1783.0,5.41,5.43,3.33 +5003,0.91,Premium,E,SI2,61.6,60.0,3743.0,6.14,6.1,3.77 +52654,0.72,Ideal,G,SI1,61.4,54.0,2548.0,5.79,5.81,3.56 +38605,0.46,Ideal,H,SI1,61.2,56.0,1039.0,4.99,5.04,3.07 +8129,1.08,Ideal,I,SI1,61.4,57.0,4355.0,6.67,6.62,4.08 +15018,1.0,Premium,G,VS2,60.6,60.0,6048.0,6.4,6.3,3.85 +49626,0.3,Premium,H,SI1,61.3,61.0,540.0,4.27,4.25,2.61 +16532,1.0,Premium,G,VS1,62.4,59.0,6606.0,6.35,6.4,3.98 +10093,0.9,Good,F,SI1,63.6,55.0,4712.0,6.15,6.12,3.9 +41953,0.23,Very Good,F,VVS2,62.9,57.0,505.0,3.9,3.95,2.47 +31726,0.33,Very Good,E,VS2,59.8,59.0,772.0,4.5,4.53,2.7 +38167,0.34,Ideal,E,VVS1,62.2,56.0,1014.0,4.45,4.49,2.78 +3032,0.31,Ideal,D,SI1,61.3,55.0,565.0,4.36,4.41,2.69 +30511,0.31,Premium,D,SI1,62.1,58.0,732.0,4.33,4.3,2.68 +9952,1.04,Ideal,I,VS1,63.0,56.0,4696.0,6.44,6.41,4.05 +19001,1.0,Premium,G,IF,62.2,61.0,7822.0,6.41,6.38,3.98 +40016,0.51,Very Good,D,SI2,61.5,59.0,1108.0,5.07,5.14,3.14 +42243,0.52,Ideal,D,SI2,61.9,55.0,1292.0,5.16,5.18,3.2 +46765,0.53,Ideal,E,VS2,61.5,56.0,1801.0,5.23,5.18,3.2 +38454,0.31,Premium,F,VVS1,59.7,59.0,1028.0,4.49,4.45,2.67 +4752,1.0,Premium,J,VS2,60.7,61.0,3685.0,6.5,6.41,3.92 +42285,0.36,Ideal,I,SI1,61.3,55.0,505.0,4.6,4.64,2.83 +9248,1.01,Premium,H,VS2,62.9,60.0,4559.0,6.33,6.22,3.95 +52807,0.71,Premium,I,VVS1,62.0,58.0,2572.0,5.7,5.65,3.52 +18111,1.25,Premium,H,VS1,62.7,59.0,7328.0,6.82,6.86,4.29 +32035,0.32,Ideal,E,VVS2,61.3,57.0,779.0,4.39,4.42,2.7 +49721,0.7,Premium,J,IF,60.5,59.0,2150.0,5.67,5.73,3.45 +3873,0.9,Very Good,H,SI2,62.3,61.0,3481.0,6.15,6.17,3.84 +10339,1.15,Very Good,H,SI2,63.2,58.0,4767.0,6.64,6.68,4.21 +46345,0.7,Ideal,E,SI1,62.3,56.0,1758.0,5.68,5.62,3.52 +37672,0.42,Ideal,E,SI1,61.3,57.0,992.0,4.81,4.79,2.94 +14561,1.0,Ideal,D,SI1,62.2,56.0,5880.0,6.38,6.35,3.96 +45108,0.5,Ideal,E,VS1,62.5,57.0,1649.0,4.99,5.05,3.14 +50500,0.7,Ideal,I,VS2,61.4,56.0,2270.0,5.72,5.75,3.52 +9823,1.01,Very Good,G,SI1,63.5,60.0,4672.0,6.33,6.3,4.01 +38098,0.36,Ideal,E,VS2,61.9,56.0,1013.0,4.59,4.56,2.83 +43173,0.42,Premium,F,IF,62.2,56.0,1389.0,4.85,4.8,3.0 +32566,0.38,Ideal,F,VS2,62.0,56.0,800.0,4.63,4.66,2.88 +47748,0.54,Very Good,D,VS2,61.1,55.0,1892.0,5.24,5.37,3.24 +51176,0.73,Premium,F,SI1,61.6,62.0,2346.0,5.76,5.71,3.53 +4031,0.9,Very Good,E,SI2,63.2,59.0,3526.0,6.1,6.15,3.87 +27798,0.37,Premium,G,VS2,60.1,59.0,649.0,4.64,4.68,2.8 +11447,1.01,Premium,G,SI1,60.6,57.0,5006.0,6.52,6.49,3.94 +8283,1.03,Ideal,H,SI2,62.5,54.0,4382.0,6.46,6.5,4.05 +7440,1.09,Good,F,SI1,61.0,64.0,4230.0,6.63,6.58,4.03 +47032,0.57,Ideal,E,VS2,60.4,57.0,1819.0,5.4,5.36,3.25 +32280,0.3,Ideal,G,VVS1,62.3,54.0,789.0,4.31,4.33,2.69 +20061,0.31,Very Good,F,VS2,62.9,58.0,625.0,4.27,4.31,2.7 +601,0.7,Premium,F,VS2,59.4,61.0,2838.0,5.83,5.79,3.45 +50391,0.72,Very Good,E,SI2,62.3,58.0,2252.0,5.7,5.76,3.57 +22859,1.51,Very Good,E,SI1,63.5,57.0,10891.0,7.28,7.23,4.61 +10879,0.93,Very Good,G,VS1,62.1,59.0,4879.0,6.16,6.21,3.84 +21913,1.32,Ideal,G,VS1,62.6,56.0,9979.0,7.05,7.0,4.4 +53580,0.7,Ideal,F,SI1,62.2,55.0,2697.0,5.73,5.68,3.55 +1365,0.9,Fair,J,VS1,64.6,58.0,2964.0,6.12,6.06,3.93 +45811,0.63,Ideal,G,SI1,62.3,58.0,1711.0,5.44,5.48,3.4 +52806,1.3,Fair,E,I1,66.5,58.0,2571.0,6.79,6.75,4.5 +13619,1.21,Premium,J,VVS2,60.8,60.0,5572.0,6.86,6.88,4.18 +17978,1.51,Ideal,E,SI2,62.7,55.0,7272.0,7.27,7.18,4.53 +27391,2.02,Premium,E,SI2,58.2,60.0,17938.0,8.32,8.25,4.82 +18296,1.42,Good,H,SI2,61.8,61.0,7437.0,7.01,7.09,4.36 +6214,0.9,Ideal,H,SI2,62.1,55.0,4001.0,6.17,6.2,3.84 +10148,1.25,Good,I,SI2,63.9,56.0,4725.0,6.81,6.77,4.34 +46429,0.56,Ideal,H,VS1,61.8,55.0,1770.0,5.29,5.33,3.28 +12551,1.34,Ideal,J,SI2,62.5,57.0,5273.0,7.0,7.08,4.4 +27770,0.32,Premium,H,VS2,62.7,54.0,648.0,4.41,4.39,2.76 +37961,0.41,Ideal,F,VS1,62.0,57.0,1007.0,4.73,4.76,2.94 +30295,0.34,Premium,I,SI1,60.2,59.0,447.0,4.52,4.55,2.73 +25515,2.03,Ideal,E,SI2,62.3,56.0,14308.0,8.11,8.09,5.05 +47942,0.55,Ideal,G,VVS2,62.2,54.0,1916.0,5.23,5.3,3.27 +35778,0.4,Very Good,E,VS2,62.9,55.0,912.0,4.73,4.74,2.98 +50018,0.7,Premium,F,SI1,62.3,58.0,2196.0,5.67,5.72,3.55 +42313,0.41,Premium,F,VVS1,61.3,59.0,1295.0,4.73,4.79,2.92 +30047,0.41,Very Good,G,SI1,62.5,57.0,719.0,4.69,4.72,2.94 +4486,0.83,Ideal,E,VS2,61.8,57.0,3625.0,6.04,6.03,3.73 +29685,0.32,Ideal,F,VS2,62.6,57.0,707.0,4.41,4.37,2.75 +2970,0.78,Very Good,D,VS2,58.5,56.0,3298.0,6.08,6.12,3.57 +30464,0.41,Good,J,VS2,64.0,59.0,732.0,4.71,4.64,2.99 +45312,0.3,Very Good,F,VS2,58.8,60.0,524.0,4.37,4.41,2.58 +42653,0.4,Very Good,E,VVS1,62.8,57.0,1333.0,4.65,4.71,2.94 +5080,0.92,Premium,G,SI1,61.5,60.0,3751.0,6.26,6.19,3.83 +40893,0.51,Premium,E,SI2,61.8,58.0,1177.0,5.08,5.11,3.15 +129,0.91,Fair,H,SI2,64.4,57.0,2763.0,6.11,6.09,3.93 +47646,0.23,Ideal,F,VVS2,60.9,57.0,530.0,3.95,3.97,2.41 +28665,0.31,Ideal,G,VVS2,62.1,54.0,677.0,4.37,4.39,2.72 +6997,1.0,Good,F,SI2,63.8,58.0,4155.0,6.33,6.28,4.02 +22527,1.01,Good,E,VVS1,63.1,59.0,10567.0,6.31,6.34,3.99 +6635,0.9,Ideal,G,SI1,62.1,56.0,4088.0,6.2,6.16,3.84 +51418,0.62,Ideal,F,VS1,61.2,54.0,2371.0,5.55,5.52,3.39 +45534,0.55,Ideal,H,VS1,61.2,56.0,1686.0,5.26,5.3,3.23 +4438,1.05,Ideal,J,SI2,61.6,57.0,3616.0,6.55,6.51,4.02 +263,0.73,Ideal,E,SI1,62.2,56.0,2791.0,5.74,5.78,3.58 +42150,0.5,Ideal,F,SI1,62.7,57.0,1282.0,5.06,5.09,3.18 +507,0.7,Ideal,D,SI1,61.8,56.0,2822.0,5.73,5.63,3.51 +23108,1.3,Premium,F,VS1,62.0,58.0,11130.0,6.94,6.9,4.29 +28235,0.33,Ideal,G,VS1,61.8,56.0,666.0,4.42,4.45,2.74 +47388,0.54,Ideal,E,VS2,61.9,55.0,1847.0,5.24,5.2,3.23 +19232,1.05,Very Good,E,VS1,63.1,59.0,7969.0,6.49,6.45,4.08 +46415,0.52,Ideal,E,VS2,61.3,55.0,1767.0,5.22,5.19,3.19 +14076,1.03,Premium,E,SI1,62.9,56.0,5710.0,6.49,6.39,4.05 +19086,1.53,Ideal,I,SI2,62.4,54.0,7859.0,7.34,7.41,4.6 +53467,0.76,Ideal,I,VS1,61.5,57.0,2679.0,5.85,5.89,3.61 +40701,0.4,Ideal,E,VVS2,62.1,55.0,1158.0,4.74,4.76,2.95 +33228,0.4,Very Good,G,VS1,61.8,58.0,822.0,4.69,4.72,2.91 +20914,1.34,Very Good,G,VS2,60.7,59.0,9127.0,7.04,7.07,4.28 +26166,2.06,Premium,I,SI1,60.8,60.0,15494.0,8.25,8.16,4.99 +41956,0.23,Very Good,E,VVS2,62.6,59.0,505.0,3.93,3.96,2.47 +42300,0.32,Very Good,H,VS2,62.7,54.0,505.0,4.39,4.41,2.76 +23700,1.01,Ideal,D,VVS1,62.5,55.0,11767.0,6.44,6.39,4.01 +39780,0.36,Premium,D,VS2,61.0,59.0,1094.0,4.61,4.57,2.8 +15419,1.38,Premium,J,VS2,60.2,59.0,6175.0,7.29,7.19,4.36 +52529,0.76,Very Good,I,VS1,59.8,61.0,2530.0,5.92,5.96,3.55 +8382,0.35,Ideal,F,SI1,62.5,54.0,583.0,4.5,4.52,2.82 +30380,0.3,Very Good,F,VVS2,59.9,56.0,730.0,4.38,4.44,2.64 +11926,1.15,Ideal,J,VS2,60.7,55.0,5125.0,6.77,6.83,4.13 +23881,1.27,Ideal,F,VS1,61.6,55.0,11973.0,6.97,7.03,4.31 +10811,1.0,Very Good,E,SI1,62.1,57.0,4864.0,6.35,6.4,3.96 +48609,0.57,Ideal,D,VS2,61.8,56.0,1998.0,5.31,5.34,3.29 +16701,0.32,Premium,J,VS1,61.7,58.0,421.0,4.38,4.4,2.71 +15480,1.35,Ideal,I,SI1,62.3,57.0,6199.0,7.11,7.05,4.41 +1495,0.75,Ideal,G,VS2,60.6,55.0,2991.0,5.91,5.93,3.59 +36614,0.32,Premium,G,SI1,62.5,58.0,477.0,4.4,4.43,2.76 +18226,1.04,Good,F,VS1,63.2,57.0,7399.0,6.41,6.44,4.06 +12600,1.02,Very Good,F,SI1,60.9,57.0,5287.0,6.52,6.56,3.98 +27764,0.32,Premium,H,VS2,60.6,58.0,648.0,4.47,4.44,2.7 +25715,2.02,Very Good,I,VS2,58.8,57.0,14620.0,8.21,8.29,4.85 +48649,0.34,Premium,I,VS1,61.0,60.0,537.0,4.48,4.51,2.74 +15026,1.5,Premium,J,SI2,61.0,60.0,6048.0,7.34,7.3,4.46 +26970,2.04,Ideal,F,SI2,62.4,56.0,17049.0,8.07,8.14,5.06 +36516,0.3,Premium,F,VVS2,61.1,59.0,945.0,4.32,4.29,2.63 +36326,0.32,Ideal,G,VVS2,61.6,55.0,936.0,4.42,4.41,2.72 +50164,0.7,Good,H,SI1,63.7,59.0,2218.0,5.53,5.59,3.54 +49548,0.77,Very Good,H,SI2,63.6,58.0,2129.0,5.77,5.81,3.68 +13285,1.0,Premium,D,SI1,61.3,54.0,5488.0,6.39,6.37,3.91 +13087,1.03,Ideal,H,SI1,61.7,57.0,5418.0,6.47,6.53,4.01 +14088,1.27,Very Good,H,SI2,60.6,59.0,5715.0,6.97,7.0,4.23 +36836,0.37,Premium,H,VVS2,62.2,59.0,957.0,4.56,4.54,2.83 +32570,0.38,Very Good,F,VS2,61.9,59.0,800.0,4.61,4.66,2.87 +37162,0.32,Ideal,D,VS2,62.1,56.0,972.0,4.43,4.39,2.74 +33312,0.35,Ideal,D,SI1,62.3,55.0,827.0,4.56,4.52,2.83 +25233,1.59,Ideal,H,VS1,60.7,56.0,13839.0,7.54,7.58,4.59 +36567,0.3,Premium,G,VVS1,61.3,58.0,945.0,4.33,4.29,2.64 +23485,1.51,Good,E,SI1,62.8,59.0,11487.0,7.16,7.2,4.51 +30453,0.3,Ideal,F,VS1,61.0,56.0,731.0,4.37,4.35,2.66 +16993,1.01,Very Good,E,VS2,63.5,58.0,6787.0,6.36,6.34,4.03 +51152,0.81,Premium,H,SI2,60.0,59.0,2344.0,6.03,5.97,3.62 +18743,1.1,Ideal,F,VS2,62.2,57.0,7658.0,6.62,6.59,4.11 +53121,0.7,Ideal,E,SI1,60.2,58.0,2617.0,5.75,5.78,3.47 +14913,2.03,Fair,H,I1,64.4,59.0,6002.0,7.91,7.85,5.07 +26878,1.4,Ideal,F,VVS1,61.9,57.0,16808.0,7.2,7.14,4.44 +53326,0.75,Ideal,E,SI1,61.5,56.0,2652.0,5.88,5.84,3.6 +43507,0.43,Premium,F,VVS1,60.3,58.0,1422.0,4.91,4.88,2.95 +8235,1.12,Very Good,H,SI2,62.5,58.0,4373.0,6.58,6.63,4.13 +18734,1.68,Premium,J,SI2,59.2,57.0,7652.0,7.83,7.72,4.6 +35884,0.32,Ideal,G,IF,61.0,56.0,918.0,4.43,4.45,2.71 +34934,0.23,Ideal,G,SI1,61.2,56.0,375.0,3.97,4.0,2.44 +7344,1.18,Premium,D,SI2,61.8,58.0,4211.0,6.83,6.7,4.19 +16170,1.34,Very Good,G,SI2,62.2,56.0,6463.0,7.0,7.08,4.38 +32693,0.31,Good,G,VS1,63.7,56.0,802.0,4.3,4.27,2.73 +30577,0.31,Ideal,E,VS1,61.9,56.0,734.0,4.32,4.34,2.68 +43262,0.3,Very Good,J,VS1,63.4,57.0,506.0,4.26,4.23,2.69 +51556,0.73,Good,E,SI2,63.3,57.0,2388.0,5.69,5.72,3.61 +52977,0.3,Very Good,D,SI1,63.0,58.0,552.0,4.24,4.27,2.68 +35568,0.35,Ideal,F,VS2,62.3,55.0,906.0,4.56,4.53,2.83 +18968,1.01,Ideal,G,VVS1,61.7,57.0,7805.0,6.42,6.39,3.95 +22321,1.57,Ideal,E,SI2,61.4,56.0,10362.0,7.44,7.52,4.59 +1466,0.91,Premium,I,SI2,60.2,59.0,2981.0,6.29,6.24,3.77 +9446,0.9,Ideal,F,SI2,61.9,57.0,4593.0,6.13,6.18,3.81 +26513,2.19,Ideal,I,SI2,62.4,56.0,16147.0,8.26,8.3,5.17 +44780,0.59,Ideal,G,VS2,62.9,56.0,1622.0,5.35,5.33,3.36 +7348,1.11,Premium,H,SI2,61.5,59.0,4212.0,6.61,6.56,4.05 +53530,0.74,Ideal,G,SI2,61.7,56.0,2690.0,5.8,5.87,3.6 +19745,1.47,Premium,F,SI2,61.6,60.0,8314.0,7.38,7.33,4.53 +14857,1.0,Good,E,VS2,63.3,59.0,5984.0,6.29,6.34,4.0 +37663,0.42,Ideal,F,SI1,62.0,57.0,992.0,4.83,4.81,2.99 +42071,0.5,Very Good,F,VS2,63.0,57.0,1272.0,5.02,5.1,3.19 +41877,0.5,Fair,G,VS1,65.7,63.0,1257.0,4.97,4.87,3.23 +7476,1.1,Very Good,I,SI1,60.4,61.0,4235.0,6.69,6.73,4.05 +33579,0.38,Ideal,H,VVS2,62.5,53.4,832.0,4.63,4.66,2.9 +6811,1.01,Ideal,E,SI2,63.0,56.0,4118.0,6.34,6.3,3.98 +35007,0.4,Very Good,I,VS1,63.5,55.0,882.0,4.71,4.67,2.98 +15276,1.01,Ideal,G,VS2,60.4,61.0,6132.0,6.45,6.5,3.91 +50905,0.72,Ideal,G,SI1,62.0,56.0,2318.0,5.75,5.71,3.55 +39725,0.58,Very Good,J,VS2,62.8,57.0,1090.0,5.28,5.33,3.33 +4293,1.04,Ideal,E,SI2,59.0,57.0,3588.0,6.65,6.6,3.91 +32034,0.31,Very Good,F,VVS1,59.4,57.0,779.0,4.39,4.43,2.62 +8842,0.9,Good,G,VS1,63.9,60.0,4479.0,6.09,6.14,3.91 +14931,1.22,Premium,E,SI2,61.5,58.0,6012.0,6.84,6.86,4.21 +39004,0.42,Ideal,G,VS1,61.0,56.0,1055.0,4.86,4.82,2.95 +46362,0.57,Ideal,F,VS2,62.1,55.0,1760.0,5.35,5.31,3.31 +13855,1.26,Ideal,I,SI1,62.4,56.0,5645.0,6.93,6.85,4.3 +16191,1.01,Premium,G,VVS2,61.9,60.0,6470.0,6.45,6.41,3.98 +7035,0.9,Very Good,I,VVS1,63.5,58.0,4161.0,6.06,6.09,3.86 +22624,1.63,Ideal,G,SI2,62.6,53.0,10680.0,7.55,7.49,4.71 +50568,0.77,Very Good,F,SI2,61.1,59.0,2278.0,5.85,5.95,3.59 +30393,0.33,Ideal,H,VVS1,61.7,55.0,730.0,4.48,4.5,2.77 +27636,1.04,Very Good,D,IF,61.3,56.0,18542.0,6.53,6.55,4.01 +31791,0.42,Premium,E,SI1,62.7,59.0,773.0,4.78,4.79,3.0 +15722,1.04,Ideal,G,VS2,61.9,57.0,6290.0,6.5,6.46,4.01 +53028,0.82,Very Good,I,SI1,60.5,58.0,2602.0,6.01,6.08,3.66 +37142,0.4,Ideal,F,VVS2,61.1,57.0,972.0,4.73,4.8,2.91 +10720,0.31,Ideal,D,SI2,62.5,55.0,593.0,4.34,4.3,2.7 +24968,1.57,Ideal,G,VS1,61.9,55.0,13462.0,7.53,7.47,4.64 +26623,2.02,Fair,D,SI1,65.0,55.0,16386.0,7.94,7.84,5.13 +28846,0.41,Very Good,E,SI2,62.9,58.0,683.0,4.74,4.77,2.99 +23137,2.01,Fair,E,SI2,65.5,56.0,11156.0,7.84,7.79,5.12 +32980,0.37,Very Good,E,VS2,62.3,59.0,811.0,4.56,4.59,2.85 +50885,0.83,Good,H,SI2,63.9,56.0,2316.0,5.93,5.99,3.81 +27044,0.32,Very Good,G,VS1,62.8,54.0,645.0,4.38,4.41,2.76 +31637,0.3,Premium,J,SI1,62.7,59.0,450.0,4.27,4.21,2.66 +47460,0.53,Ideal,D,VS2,61.5,56.0,1857.0,5.17,5.23,3.2 +19977,1.51,Premium,J,VS1,62.1,58.0,8524.0,7.4,7.36,4.58 +40816,0.32,Ideal,E,IF,62.6,55.0,1170.0,4.41,4.38,2.75 +7877,0.9,Premium,H,VS1,62.4,58.0,4309.0,6.15,6.19,3.85 +4537,1.03,Very Good,J,SI2,63.1,57.0,3640.0,6.41,6.43,4.05 +51261,0.58,Ideal,E,VS2,61.6,55.0,2357.0,5.36,5.39,3.31 +43568,0.41,Ideal,G,IF,61.0,57.0,1431.0,4.81,4.79,2.93 +28655,0.32,Very Good,G,VVS1,60.9,57.0,676.0,4.41,4.44,2.69 +48759,0.56,Ideal,F,VS1,61.7,56.0,2016.0,5.33,5.3,3.28 +23550,1.51,Very Good,F,SI1,62.8,59.0,11560.0,7.28,7.31,4.58 +29070,0.34,Ideal,E,VS1,62.0,57.0,687.0,4.44,4.49,2.77 +5270,1.02,Very Good,J,VS2,59.3,58.0,3796.0,6.56,6.62,3.91 +39257,0.38,Ideal,E,VS1,62.7,55.0,1069.0,4.65,4.6,2.9 +46633,0.3,Good,G,VS2,63.1,57.0,526.0,4.24,4.28,2.69 +38264,0.31,Very Good,I,SI2,60.6,61.0,383.0,4.4,4.45,2.68 +48944,0.8,Premium,J,VS2,62.7,61.0,2045.0,5.89,5.84,3.68 +47175,0.54,Premium,I,IF,58.8,61.0,1836.0,5.35,5.29,3.13 +27139,1.67,Ideal,F,VS2,61.8,57.0,17351.0,7.62,7.58,4.7 +8793,1.06,Very Good,D,SI2,60.9,58.0,4471.0,6.57,6.63,4.02 +18935,1.51,Ideal,H,SI1,61.7,56.0,7780.0,7.25,7.18,4.45 +18439,1.08,Premium,F,VS2,62.1,59.0,7501.0,6.54,6.59,4.08 +11768,1.2,Good,H,SI2,62.2,62.0,5082.0,6.69,6.75,4.18 +33006,0.44,Ideal,G,SI1,61.1,56.0,813.0,4.92,4.94,3.01 +29992,0.32,Ideal,F,VS1,61.0,56.0,716.0,4.45,4.48,2.72 +45035,0.54,Good,G,VS2,56.9,62.0,1637.0,5.42,5.4,3.08 +29612,0.27,Very Good,G,VS2,61.5,57.0,439.0,4.18,4.22,2.58 +6838,1.01,Premium,F,SI2,60.6,60.0,4121.0,6.46,6.5,3.93 +33361,0.41,Very Good,I,VVS2,62.9,58.0,827.0,4.71,4.74,2.97 +1026,0.72,Premium,E,VS2,61.1,59.0,2903.0,5.8,5.75,3.53 +40340,0.39,Premium,E,VVS2,61.1,59.0,1129.0,4.68,4.74,2.88 +45435,0.5,Very Good,D,VS1,63.7,57.0,1671.0,5.08,5.13,3.25 +40787,0.4,Ideal,F,VVS1,62.3,54.0,1168.0,4.75,4.78,2.97 +30245,0.33,Ideal,D,VS2,61.7,55.0,724.0,4.46,4.48,2.76 +9512,1.05,Very Good,I,VS2,63.1,58.0,4612.0,6.47,6.42,4.07 +41853,0.44,Ideal,H,IF,62.0,57.0,1255.0,4.87,4.91,3.02 +33188,0.4,Very Good,H,VS1,61.3,59.0,818.0,4.79,4.74,2.92 +15745,1.0,Premium,F,VS2,62.2,57.0,6296.0,6.43,6.4,3.99 +23444,1.51,Premium,H,VS2,60.2,60.0,11435.0,7.33,7.35,4.42 +22456,1.21,Ideal,G,VVS1,61.0,57.0,10482.0,6.93,6.87,4.21 +36262,0.31,Ideal,E,VVS1,62.3,57.0,936.0,4.32,4.35,2.7 +40168,0.38,Ideal,F,VVS2,61.0,57.0,1117.0,4.69,4.72,2.87 +12494,1.08,Very Good,F,SI1,58.2,63.0,5256.0,6.69,6.78,3.92 +15135,1.32,Very Good,H,SI2,63.0,59.0,6085.0,6.91,6.99,4.38 +45382,0.5,Premium,F,VS1,62.9,58.0,1666.0,5.09,5.05,3.19 +42499,0.52,Ideal,D,SI2,60.7,56.0,1320.0,5.22,5.25,3.18 +6677,0.9,Very Good,F,SI1,62.8,59.0,4099.0,6.1,6.16,3.85 +26695,0.27,Very Good,F,VS1,62.4,55.0,429.0,4.12,4.15,2.58 +8857,1.0,Premium,F,SI2,61.6,58.0,4480.0,6.44,6.35,3.94 +1969,0.71,Ideal,D,VS1,62.5,57.0,3090.0,5.71,5.68,3.56 +7039,1.02,Very Good,F,SI2,63.0,58.0,4162.0,6.38,6.44,4.04 +30321,0.36,Very Good,G,VS1,62.9,57.0,726.0,4.56,4.6,2.88 +49438,0.6,Ideal,G,VS1,60.2,57.0,2109.0,5.49,5.54,3.32 +6723,0.31,Ideal,G,VS2,62.1,55.0,577.0,4.35,4.38,2.71 +44672,0.7,Very Good,J,SI2,63.6,56.0,1609.0,5.57,5.63,3.56 +22782,1.29,Premium,F,VS1,61.3,61.0,10801.0,7.05,6.95,4.29 +45968,0.35,Very Good,J,SI1,63.3,56.0,526.0,4.53,4.5,2.86 +6519,1.0,Good,D,SI2,64.3,59.0,4065.0,6.21,6.3,4.02 +30708,0.4,Good,I,VS1,63.8,55.0,737.0,4.65,4.69,2.98 +27580,1.79,Premium,G,VS1,61.7,59.0,18419.0,7.85,7.74,4.81 +5638,0.75,Ideal,G,VVS2,62.2,56.0,3879.0,5.78,5.82,3.61 +4678,1.05,Premium,F,SI2,61.1,59.0,3672.0,6.54,6.61,4.02 +5836,0.95,Ideal,I,SI2,61.2,56.0,3918.0,6.33,6.37,3.89 +12280,1.2,Good,I,SI1,63.9,56.0,5211.0,6.62,6.69,4.25 +50759,0.72,Premium,F,SI2,60.5,59.0,2298.0,5.83,5.8,3.52 +33545,0.35,Ideal,D,VS2,62.0,55.0,829.0,4.47,4.53,2.79 +28518,0.32,Ideal,I,IF,62.2,57.0,673.0,4.35,4.37,2.71 +47868,0.52,Ideal,G,VVS2,61.8,57.0,1911.0,5.14,5.19,3.19 +50669,0.31,Ideal,G,VS2,59.6,57.0,544.0,4.4,4.43,2.63 +28820,0.31,Ideal,D,VS1,62.1,57.0,683.0,4.32,4.35,2.69 +51047,0.7,Very Good,H,VS2,61.6,55.0,2330.0,5.71,5.75,3.53 +8239,1.32,Premium,G,SI2,59.2,61.0,4373.0,7.21,7.14,4.25 +20772,1.5,Very Good,D,SI2,58.7,57.0,9009.0,7.42,7.48,4.37 +31746,0.44,Premium,G,SI1,61.1,59.0,772.0,4.86,4.9,2.98 +25205,2.07,Premium,J,VS2,61.5,59.0,13800.0,8.2,8.16,5.03 +32255,0.3,Ideal,E,VVS2,60.2,57.0,789.0,4.37,4.4,2.64 +35799,0.39,Very Good,E,VS1,62.5,58.0,914.0,4.67,4.7,2.93 +31090,0.33,Ideal,G,VVS2,62.5,54.0,752.0,4.41,4.45,2.77 +11805,1.01,Fair,F,VS2,65.2,52.0,5090.0,6.31,6.29,4.11 +35006,0.42,Premium,G,SI1,62.7,58.0,882.0,4.79,4.75,2.99 +9580,1.08,Premium,G,SI2,62.3,56.0,4627.0,6.6,6.52,4.09 +48152,0.56,Ideal,H,VVS1,61.7,55.0,1941.0,5.3,5.33,3.28 +37466,0.42,Ideal,G,VS1,61.8,56.0,984.0,4.84,4.8,2.98 +23948,1.56,Ideal,H,SI1,62.2,55.0,12082.0,7.41,7.45,4.62 +35086,0.3,Ideal,F,IF,61.1,58.0,886.0,4.32,4.36,2.65 +46206,0.6,Very Good,D,SI1,62.2,58.0,1750.0,5.4,5.44,3.37 +1131,0.73,Ideal,G,VVS2,61.9,55.0,2919.0,5.83,5.77,3.59 +22177,1.63,Very Good,H,SI1,59.8,60.0,10216.0,7.64,7.68,4.58 +43910,0.23,Ideal,H,VS2,62.3,53.0,512.0,3.96,3.99,2.48 +26981,2.05,Premium,E,SI2,58.6,59.0,17066.0,8.43,8.36,4.92 +26991,2.01,Very Good,D,SI2,61.8,59.0,17079.0,8.07,8.15,5.01 +11958,0.9,Very Good,G,VS1,61.4,57.0,5135.0,6.2,6.24,3.82 +51978,0.26,Very Good,E,IF,58.7,63.0,547.0,4.19,4.23,2.47 +22470,1.52,Very Good,H,VS1,59.8,57.0,10497.0,7.47,7.55,4.49 +10857,1.13,Premium,H,SI2,60.7,54.0,4873.0,6.82,6.72,4.11 +14652,1.2,Good,E,VS2,63.7,57.0,5914.0,6.71,6.64,4.25 +52865,0.73,Premium,D,SI1,62.5,59.0,2579.0,5.75,5.68,3.57 +26256,1.5,Premium,F,VS1,62.2,60.0,15708.0,7.27,7.3,4.53 +24177,1.52,Very Good,G,VS2,62.8,54.0,12359.0,7.26,7.36,4.59 +3555,0.74,Good,E,VS1,63.4,55.0,3416.0,5.76,5.78,3.66 +43320,0.51,Premium,E,SI1,62.9,57.0,1402.0,5.11,5.06,3.2 +20473,1.59,Ideal,I,SI2,60.5,55.1,8814.0,7.55,7.62,4.59 +48463,0.61,Good,H,VVS2,58.7,64.0,1976.0,5.53,5.5,3.24 +29340,0.31,Ideal,G,VS2,59.1,57.0,698.0,4.48,4.45,2.64 +32780,0.45,Premium,G,SI2,62.0,62.0,803.0,4.96,4.86,3.05 +27126,2.04,Very Good,I,VS2,60.3,59.0,17315.0,8.18,8.2,4.94 +20798,1.28,Premium,G,VS2,62.2,59.0,9032.0,6.94,6.89,4.3 +27774,0.32,Premium,H,VS2,61.0,60.0,648.0,4.41,4.35,2.67 +28436,0.3,Ideal,E,VS1,62.1,57.0,670.0,4.3,4.33,2.68 +48667,0.71,Ideal,J,SI1,60.7,61.0,2001.0,5.72,5.77,3.49 +51827,0.7,Very Good,I,VVS1,60.9,60.0,2421.0,5.68,5.71,3.47 +32137,0.36,Ideal,F,VS2,60.5,57.0,786.0,4.61,4.65,2.8 +20305,1.36,Premium,H,VS2,61.9,58.0,8718.0,7.09,7.15,4.41 +41955,0.23,Very Good,E,VVS2,60.6,60.0,505.0,3.93,3.99,2.4 +34731,0.32,Very Good,G,VVS1,61.2,59.0,876.0,4.41,4.45,2.71 +148,0.73,Very Good,D,SI1,60.2,56.0,2768.0,5.83,5.87,3.52 +1486,0.77,Premium,E,SI1,61.7,58.0,2988.0,5.86,5.9,3.63 +50070,0.69,Good,G,VS1,60.8,64.0,2202.0,5.77,5.66,3.47 +19262,1.19,Very Good,G,VS1,59.1,58.0,7989.0,6.96,7.05,4.14 +30092,0.32,Ideal,H,VS1,63.0,57.0,720.0,4.39,4.37,2.76 +29166,0.38,Ideal,F,VS2,61.2,57.0,693.0,4.64,4.67,2.85 +13489,1.07,Ideal,E,SI1,61.4,57.0,5537.0,6.59,6.53,4.03 +25655,2.01,Premium,H,SI2,62.3,60.0,14558.0,7.97,7.95,4.96 +39461,0.4,Ideal,D,VVS2,61.4,56.0,1078.0,4.75,4.8,2.93 +18073,1.5,Fair,G,SI1,56.1,62.0,7300.0,7.6,7.52,4.24 +22970,1.63,Ideal,I,VS2,61.9,54.3,11019.0,7.54,7.58,4.68 +25438,1.71,Premium,E,SI1,62.2,58.0,14190.0,7.61,7.67,4.75 +41537,0.42,Ideal,G,VVS1,62.0,56.0,1235.0,4.84,4.81,2.99 +21382,0.34,Ideal,D,SI1,60.1,57.0,626.0,4.52,4.56,2.73 +43382,0.5,Good,G,VS2,63.2,57.0,1410.0,4.99,5.04,3.17 +21372,0.34,Ideal,D,SI1,61.2,57.0,626.0,4.48,4.51,2.75 +1439,1.0,Fair,D,SI2,69.3,58.0,2974.0,5.96,5.87,4.1 +23877,1.73,Premium,H,SI1,62.4,58.0,11969.0,7.61,7.64,4.76 +30402,0.32,Premium,H,VVS1,62.5,58.0,730.0,4.33,4.37,2.72 +18944,1.21,Very Good,G,VS2,62.0,58.0,7787.0,6.73,6.82,4.2 +32288,0.33,Ideal,G,SI1,61.8,54.0,453.0,4.46,4.5,2.77 +34230,0.4,Premium,E,SI2,62.9,58.0,855.0,4.74,4.7,2.97 +46913,0.65,Very Good,F,SI1,60.0,63.0,1814.0,5.62,5.54,3.35 +25245,1.5,Premium,F,VS2,60.9,60.0,13853.0,7.42,7.35,4.5 +7812,1.18,Very Good,J,SI2,63.5,57.0,4294.0,6.68,6.74,4.26 +44974,0.32,Ideal,H,VS2,61.2,55.0,523.0,4.41,4.45,2.71 +52368,0.81,Very Good,H,SI2,62.1,56.0,2504.0,5.95,5.99,3.71 +6817,1.01,Good,E,SI2,63.7,55.0,4118.0,6.38,6.31,4.05 +10616,1.01,Premium,F,SI1,60.3,58.0,4829.0,6.53,6.61,3.96 +4977,0.78,Ideal,G,VS1,61.6,55.0,3736.0,5.91,5.94,3.65 +27412,2.06,Very Good,G,SI2,62.3,59.0,18005.0,8.07,8.2,5.07 +16757,1.01,Ideal,F,VS2,60.3,56.0,6672.0,6.5,6.56,3.94 +28987,0.41,Ideal,I,VS1,61.9,55.0,685.0,4.78,4.82,2.97 +24434,1.65,Very Good,H,VS1,62.0,54.0,12686.0,7.55,7.62,4.7 +31532,0.34,Ideal,E,SI1,62.7,55.0,765.0,4.47,4.46,2.8 +22665,1.02,Very Good,E,IF,63.5,58.0,10710.0,6.43,6.33,4.05 +21896,1.01,Very Good,D,VVS2,60.2,58.0,9965.0,6.51,6.57,3.94 +48361,0.56,Very Good,E,VS2,61.1,57.0,1963.0,5.33,5.37,3.27 +24801,2.03,Premium,I,SI2,62.8,59.0,13182.0,8.08,8.04,5.06 +8144,1.01,Fair,H,VVS2,65.0,55.0,4355.0,6.31,6.27,4.09 +53672,0.71,Ideal,E,VS2,61.7,56.0,2709.0,5.73,5.75,3.54 +28920,0.3,Good,G,VVS2,63.8,56.0,684.0,4.27,4.29,2.73 +41057,0.42,Very Good,H,VS2,60.9,55.0,1190.0,4.87,4.89,2.97 +37604,0.24,Very Good,D,VVS2,61.3,58.0,485.0,3.99,4.03,2.46 +12061,0.73,Ideal,F,VVS1,61.4,56.0,5154.0,5.8,5.81,3.56 +25996,2.04,Premium,G,SI1,60.7,62.0,15217.0,8.3,8.15,4.96 +1312,0.7,Ideal,F,VS2,60.8,57.0,2956.0,5.75,5.77,3.5 +48234,0.57,Premium,D,SI1,63.0,59.0,1949.0,5.27,5.23,3.31 +46136,0.41,Ideal,E,VVS1,61.1,56.0,1745.0,4.8,4.82,2.94 +11468,1.11,Ideal,J,VS1,61.3,55.0,5012.0,6.65,6.75,4.11 +52023,0.57,Ideal,E,VVS2,62.0,57.0,2447.0,5.29,5.33,3.29 +5763,1.01,Very Good,F,SI2,63.5,56.0,3897.0,6.38,6.35,4.04 +15635,1.01,Fair,F,VS2,61.1,60.0,6271.0,6.49,6.4,3.94 +43460,0.46,Very Good,E,VS1,60.3,59.2,1417.0,4.96,5.02,3.01 +50004,0.74,Fair,H,VS1,66.3,63.0,2193.0,5.63,5.5,3.69 +46116,0.56,Ideal,I,VVS1,61.1,55.0,1743.0,5.35,5.33,3.26 +12325,1.01,Very Good,E,SI1,59.9,59.0,5224.0,6.46,6.49,3.88 +45021,0.54,Premium,H,VS1,62.4,55.0,1637.0,5.25,5.2,3.26 +34711,0.37,Ideal,D,SI1,61.5,57.0,874.0,4.63,4.6,2.84 +17207,1.24,Premium,F,SI1,61.6,59.0,6874.0,6.86,6.9,4.24 +35914,0.39,Ideal,F,SI1,61.3,56.0,919.0,4.69,4.72,2.88 +25262,2.0,Very Good,I,SI2,59.5,61.0,13892.0,8.16,8.18,4.86 +35684,0.41,Good,E,VS2,63.1,64.0,910.0,4.63,4.66,2.93 +47077,0.52,Ideal,D,VS2,61.8,56.0,1822.0,5.15,5.17,3.19 +27850,0.31,Ideal,H,VVS2,61.7,55.8,652.0,4.35,4.39,2.69 +1358,0.9,Fair,F,SI2,65.7,59.0,2964.0,6.03,5.99,3.95 +10483,1.25,Ideal,I,VS2,60.0,57.0,4795.0,7.07,7.02,4.23 +38145,0.3,Premium,G,VVS1,62.7,59.0,1013.0,4.27,4.22,2.66 +30442,0.32,Very Good,G,VVS2,62.6,58.0,730.0,4.35,4.37,2.73 +18269,1.22,Ideal,H,VS1,62.3,55.0,7418.0,6.8,6.84,4.25 +39844,0.5,Ideal,J,VS2,61.6,57.0,1099.0,5.08,5.12,3.14 +22175,1.2,Ideal,E,VS2,61.3,56.0,10214.0,6.89,6.84,4.21 +35069,0.32,Very Good,F,VVS1,61.5,56.0,886.0,4.38,4.4,2.7 +25101,1.5,Very Good,D,VS2,63.8,55.0,13629.0,7.24,7.28,4.63 +12865,1.06,Ideal,I,VS2,61.0,57.0,5362.0,6.55,6.59,4.01 +18627,1.01,Ideal,F,VS1,62.0,57.0,7602.0,6.45,6.39,3.98 +10208,1.0,Very Good,G,SI1,59.3,63.0,4741.0,6.44,6.48,3.83 +1247,0.85,Good,G,SI1,64.9,56.0,2945.0,5.95,5.98,3.87 +31519,0.34,Premium,E,SI1,60.7,60.0,765.0,4.51,4.48,2.73 +11677,1.02,Very Good,F,SI1,63.1,55.0,5058.0,6.45,6.38,4.05 +42297,0.36,Ideal,H,SI1,61.5,57.0,505.0,4.57,4.6,2.82 +45626,0.61,Ideal,J,VVS1,60.9,56.0,1692.0,5.45,5.51,3.34 +4432,0.9,Very Good,G,SI1,63.4,54.0,3615.0,6.11,6.16,3.89 +17050,0.3,Ideal,F,VS1,61.8,55.0,612.0,4.31,4.33,2.67 +26240,2.01,Very Good,I,VS2,62.5,61.0,15675.0,7.97,8.03,5.0 +28042,0.38,Good,I,SI1,63.7,57.0,659.0,4.63,4.57,2.93 +18189,1.2,Ideal,G,SI1,62.7,56.0,7372.0,6.78,6.83,4.27 +24988,1.72,Good,F,SI1,63.2,61.0,13499.0,7.57,7.62,4.8 +3245,0.71,Ideal,H,IF,63.0,57.0,3354.0,5.68,5.72,3.59 +35608,0.31,Very Good,H,VVS1,63.1,57.0,907.0,4.31,4.25,2.7 +43091,0.51,Premium,G,VS2,61.1,58.0,1381.0,5.17,5.2,3.17 +30872,0.33,Ideal,G,VS2,62.5,57.0,743.0,4.41,4.39,2.75 +1990,0.71,Very Good,D,VS2,63.1,59.0,3096.0,5.64,5.67,3.57 +30786,0.33,Very Good,D,VS1,61.6,53.0,742.0,4.45,4.48,2.75 +15053,0.3,Premium,F,VS2,61.5,60.0,605.0,4.26,4.29,2.63 +23703,0.4,Premium,J,VS1,59.7,59.0,631.0,4.79,4.83,2.87 +6114,1.02,Very Good,I,SI2,62.8,56.0,3980.0,6.42,6.38,4.02 +20948,1.73,Premium,J,SI1,61.0,59.0,9165.0,7.75,7.68,4.71 +24264,1.51,Good,G,VS1,63.1,55.0,12489.0,7.3,7.34,4.62 +51796,0.7,Premium,E,VS2,63.0,61.0,2415.0,5.64,5.51,3.51 +46011,0.52,Ideal,E,VS1,61.3,56.0,1726.0,5.18,5.22,3.19 +16226,1.03,Very Good,G,VS1,60.6,58.0,6487.0,6.48,6.55,3.95 +17529,1.26,Premium,H,SI1,61.3,57.0,7056.0,7.01,6.93,4.27 +36575,0.35,Ideal,E,VS1,61.3,55.0,945.0,4.58,4.55,2.8 +17240,1.16,Ideal,E,SI1,61.9,57.0,6896.0,6.72,6.76,4.17 +36943,0.26,Ideal,H,VVS2,61.8,55.7,478.0,4.08,4.1,2.53 +15235,1.0,Fair,F,VS1,65.0,59.0,6115.0,6.19,6.14,4.01 +21156,1.65,Premium,H,VS1,60.9,62.0,9314.0,7.58,7.51,4.6 +34211,0.33,Ideal,F,VS2,61.6,55.0,854.0,4.48,4.45,2.75 +1780,0.72,Premium,D,SI1,60.5,57.0,3048.0,5.89,5.85,3.55 +53091,0.71,Premium,E,VS2,62.4,60.0,2613.0,5.68,5.66,3.54 +15073,1.02,Very Good,G,VS2,62.1,59.0,6058.0,6.41,6.47,4.0 +50451,0.7,Very Good,F,SI1,61.1,59.0,2264.0,5.68,5.78,3.5 +4465,0.9,Good,F,SI2,61.3,59.0,3621.0,6.12,6.15,3.76 +28981,0.38,Very Good,F,VS2,61.3,57.0,685.0,4.67,4.7,2.87 +2125,0.9,Premium,I,SI1,61.8,58.0,3121.0,6.26,6.2,3.85 +52053,0.72,Ideal,I,VVS2,61.2,59.0,2452.0,5.75,5.79,3.53 +47710,0.57,Ideal,E,VS1,61.6,55.0,1884.0,5.32,5.36,3.29 +36113,0.42,Premium,E,SI1,62.0,58.0,926.0,4.85,4.82,3.0 +5338,0.9,Premium,H,VS2,61.2,61.0,3810.0,6.21,6.14,3.78 +11310,1.13,Ideal,F,SI2,61.8,56.0,4984.0,6.69,6.73,4.15 +43621,0.52,Ideal,F,SI1,60.4,56.0,1432.0,5.22,5.28,3.17 +27104,2.1,Ideal,I,SI1,60.8,60.0,17250.0,8.24,8.35,5.04 +23816,1.5,Premium,F,SI1,62.9,59.0,11878.0,7.34,7.29,4.6 +20639,1.51,Premium,J,VVS2,62.9,58.0,8930.0,7.33,7.21,4.57 +43289,0.31,Ideal,H,VS2,61.4,56.0,507.0,4.38,4.42,2.7 +35764,0.4,Premium,E,VS2,62.5,58.0,912.0,4.65,4.73,2.93 +27370,0.28,Ideal,E,VVS2,60.3,57.0,646.0,4.21,4.25,2.55 +53533,0.74,Ideal,D,SI2,61.1,57.0,2690.0,5.81,5.84,3.56 +11655,1.02,Ideal,E,SI1,60.7,57.0,5055.0,6.55,6.51,3.97 +26974,1.71,Very Good,F,VS2,58.5,61.0,17052.0,7.88,7.79,4.58 +21845,1.2,Very Good,E,VS1,59.4,56.0,9904.0,6.94,7.0,4.14 +14594,1.06,Ideal,H,VS2,62.5,57.0,5889.0,6.49,6.47,4.05 +46845,0.64,Premium,E,SI1,61.3,58.0,1811.0,5.57,5.53,3.4 +13753,1.0,Premium,F,VS2,59.9,60.0,5606.0,6.11,6.07,3.65 +16268,1.32,Premium,H,VS2,61.5,59.0,6505.0,7.04,7.01,4.32 +36222,0.36,Premium,D,VS2,60.3,58.0,933.0,4.66,4.63,2.8 +9047,0.33,Very Good,F,SI1,60.9,54.0,588.0,4.47,4.52,2.73 +37169,0.32,Ideal,D,VS2,61.7,54.0,972.0,4.43,4.38,2.72 +53753,0.72,Premium,F,VS2,61.6,58.0,2724.0,5.76,5.73,3.54 +43072,0.62,Premium,I,VS2,61.9,59.0,1378.0,5.46,5.5,3.39 +6244,0.91,Very Good,I,VS2,59.9,58.0,4008.0,6.35,6.27,3.78 +50880,0.71,Good,H,VS1,63.6,55.0,2315.0,5.58,5.65,3.57 +24537,2.18,Good,H,SI1,63.8,57.0,12825.0,8.24,8.17,5.23 +44593,0.53,Ideal,H,VS1,61.7,56.0,1607.0,5.22,5.18,3.21 +39695,0.52,Premium,E,SI2,61.1,57.0,1088.0,5.23,5.12,3.16 +49366,0.6,Ideal,F,VS2,60.9,55.0,2099.0,5.49,5.51,3.34 +16559,1.1,Ideal,H,VVS2,59.7,58.0,6616.0,6.76,6.7,4.01 +24039,0.38,Premium,I,VS2,61.7,59.0,633.0,4.6,4.64,2.85 +37699,0.48,Fair,F,SI1,56.4,59.0,994.0,5.28,5.26,2.97 +49022,0.5,Good,F,VVS2,58.5,62.0,2052.0,5.23,5.27,3.07 +52567,0.7,Premium,I,VVS1,62.9,58.0,2536.0,5.67,5.65,3.56 +44242,0.51,Premium,F,VS2,62.4,58.0,1574.0,5.13,5.1,3.19 +9474,1.03,Premium,H,SI1,61.1,59.0,4603.0,6.56,6.5,3.99 +48303,0.31,Ideal,D,SI1,62.0,56.0,533.0,4.35,4.39,2.71 +42543,0.6,Premium,F,SI1,62.9,59.0,1323.0,5.39,5.31,3.37 +13497,0.7,Ideal,D,VVS2,61.7,55.0,5539.0,5.73,5.75,3.54 +23423,1.57,Premium,H,VS2,62.2,58.0,11415.0,7.45,7.4,4.62 +23850,2.0,Fair,G,SI1,65.5,58.0,11935.0,7.82,7.73,5.09 +2602,0.72,Very Good,F,VS1,63.3,57.0,3219.0,5.68,5.75,3.62 +26510,1.55,Premium,D,VS2,61.5,58.0,16137.0,7.51,7.48,4.61 +21675,1.7,Premium,G,SI1,62.4,59.0,9777.0,7.63,7.57,4.74 +26973,2.09,Ideal,G,VS2,61.8,57.0,17051.0,8.24,8.17,5.07 +3580,0.93,Very Good,F,SI2,63.5,58.0,3420.0,6.14,6.05,3.87 +27034,0.32,Ideal,F,VS2,62.5,56.0,645.0,4.37,4.43,2.75 +23655,1.52,Good,F,VS2,64.2,59.0,11696.0,7.16,7.2,4.61 +50016,0.7,Very Good,F,SI1,62.7,57.0,2196.0,5.63,5.67,3.54 +2706,0.31,Ideal,H,VS1,62.0,53.0,562.0,4.34,4.37,2.7 +31273,0.32,Good,I,VS2,63.2,56.0,449.0,4.32,4.38,2.75 +53752,0.72,Ideal,F,VS2,60.3,56.0,2724.0,5.84,5.81,3.51 +19822,1.51,Fair,F,SI1,65.8,56.0,8387.0,7.16,7.12,4.7 +28223,0.33,Ideal,F,VS2,62.3,56.0,666.0,4.41,4.45,2.76 +1170,0.9,Premium,H,SI2,59.5,60.0,2927.0,6.32,6.29,3.75 +28671,0.24,Ideal,F,VVS2,61.7,55.0,678.0,3.99,4.02,2.47 +42332,0.45,Premium,D,VS1,60.6,59.0,1297.0,4.96,4.98,3.01 +43942,0.32,Ideal,H,VS1,61.8,53.0,516.0,4.41,4.43,2.73 +49950,0.64,Ideal,F,VS2,62.3,56.0,2189.0,5.53,5.49,3.43 +48180,0.54,Ideal,H,VVS1,61.1,57.0,1944.0,5.26,5.22,3.2 +49618,0.72,Ideal,G,SI2,62.1,59.0,2139.0,5.71,5.76,3.56 +47288,0.3,Very Good,F,SI2,62.6,61.0,394.0,4.2,4.24,2.64 +44187,0.51,Premium,D,SI1,60.1,60.0,1569.0,5.15,5.17,3.1 +8199,1.0,Premium,G,SI2,61.8,59.0,4368.0,6.38,6.33,3.93 +681,0.7,Ideal,F,VS2,60.8,59.0,2850.0,5.69,5.79,3.49 +47994,0.32,Ideal,J,IF,62.2,55.0,533.0,4.4,4.44,2.75 +17525,1.3,Ideal,H,SI1,62.2,56.0,7054.0,7.03,6.98,4.36 +34763,0.41,Premium,E,SI2,60.0,59.0,876.0,4.82,4.78,2.88 +21833,1.5,Premium,E,SI2,61.2,59.0,9900.0,7.36,7.41,4.52 +41971,0.4,Ideal,D,VVS2,61.3,56.0,1263.0,4.75,4.78,2.92 +4683,0.71,Ideal,D,SI1,61.4,56.0,3674.0,5.7,5.74,3.51 +46252,0.57,Very Good,F,VS2,59.5,57.0,1754.0,5.39,5.43,3.22 +37987,0.39,Ideal,G,VVS1,62.1,54.7,1008.0,4.64,4.72,2.91 +47884,0.56,Very Good,G,VS1,59.9,60.0,1912.0,5.37,5.41,3.23 +44665,0.36,Ideal,I,VS2,61.8,55.0,523.0,4.58,4.61,2.84 +16555,1.02,Ideal,H,VVS2,62.0,56.0,6613.0,6.42,6.45,3.99 +6351,0.91,Ideal,H,VS2,62.6,57.0,4033.0,6.2,6.23,3.89 +42652,0.4,Ideal,G,IF,61.4,55.0,1333.0,4.76,4.79,2.93 +9590,0.94,Premium,H,VS2,60.1,59.0,4629.0,6.32,6.35,3.81 +14056,0.3,Very Good,G,VS1,62.3,59.0,605.0,4.27,4.3,2.67 +8843,0.9,Ideal,G,VS1,61.4,57.0,4479.0,6.18,6.32,3.84 +49545,0.71,Premium,I,VS2,62.7,59.0,2127.0,5.66,5.69,3.56 +30042,0.33,Ideal,I,IF,61.5,56.0,719.0,4.43,4.47,2.74 +43941,0.3,Good,D,SI1,63.4,55.0,515.0,4.22,4.26,2.69 +49455,0.7,Good,E,SI1,61.6,61.0,2111.0,5.64,5.66,3.48 +13359,0.24,Very Good,E,VS2,62.1,59.0,419.0,3.98,4.01,2.48 +53396,0.9,Fair,I,VS2,65.8,55.0,2666.0,6.05,6.01,3.97 +38049,0.31,Premium,D,VS1,59.7,58.0,1011.0,4.45,4.4,2.64 +20720,0.31,Very Good,H,VVS2,62.6,58.0,625.0,4.28,4.31,2.69 +18043,0.35,Premium,E,SI1,59.7,60.0,614.0,4.53,4.58,2.72 +41013,0.5,Ideal,E,SI2,61.1,58.0,1185.0,5.09,5.13,3.12 +37601,0.23,Very Good,E,VVS2,62.1,62.0,485.0,3.91,3.95,2.44 +47163,0.59,Ideal,H,VVS2,61.8,56.0,1834.0,5.37,5.41,3.33 +37565,0.31,Ideal,G,IF,62.6,57.0,988.0,4.32,4.3,2.7 +46690,0.52,Ideal,H,VS1,61.7,55.0,1790.0,5.21,5.17,3.2 +21044,0.31,Premium,H,VVS2,61.4,58.0,625.0,4.32,4.35,2.66 +33388,0.41,Ideal,H,VS1,61.8,56.0,827.0,4.77,4.81,2.96 +43953,0.31,Good,F,SI1,63.5,56.0,516.0,4.3,4.33,2.74 +40663,0.5,Ideal,H,SI1,62.2,53.0,1154.0,5.06,5.14,3.17 +14377,0.3,Premium,F,VS2,60.7,58.0,605.0,4.32,4.35,2.63 +18352,1.01,Premium,G,VVS2,62.4,59.0,7466.0,6.37,6.32,3.96 +18886,1.0,Premium,E,VS1,60.4,59.0,7744.0,6.51,6.54,3.94 +3352,0.82,Ideal,E,SI1,62.1,54.0,3380.0,5.98,6.03,3.73 +2277,1.06,Premium,F,I1,60.3,58.0,3158.0,6.59,6.56,3.96 +9995,1.0,Very Good,D,SI2,63.3,56.0,4704.0,6.38,6.35,4.03 +3807,0.9,Good,F,SI2,65.9,60.0,3465.0,5.98,6.01,3.95 +51553,0.65,Premium,D,VS1,59.4,62.0,2387.0,5.72,5.66,3.38 +47634,0.51,Premium,D,VS2,59.7,58.0,1882.0,5.24,5.18,3.11 +48116,0.52,Ideal,G,VVS1,61.9,54.4,1936.0,5.15,5.18,3.2 +9058,0.34,Ideal,I,SI1,62.4,56.0,589.0,4.49,4.45,2.79 +3649,0.93,Premium,H,SI1,60.9,61.0,3437.0,6.24,6.2,3.79 +8803,1.0,Very Good,F,SI1,63.1,56.0,4474.0,6.36,6.34,4.01 +10137,0.92,Very Good,H,VS1,59.7,63.0,4721.0,6.34,6.29,3.77 +1964,0.73,Ideal,G,SI1,60.9,57.0,3089.0,5.81,5.85,3.55 +25193,2.61,Good,I,SI2,64.2,63.0,13784.0,8.66,8.57,5.53 +4102,0.7,Very Good,F,VVS1,60.6,60.0,3536.0,5.67,5.7,3.45 +31613,0.24,Very Good,F,SI1,61.6,57.0,370.0,4.02,4.05,2.48 +16418,1.2,Very Good,I,VVS2,59.9,55.0,6558.0,6.88,6.94,4.14 +23659,1.25,Ideal,G,IF,60.6,57.0,11705.0,6.97,6.99,4.23 +34360,0.41,Good,F,VS2,63.2,57.0,863.0,4.74,4.76,3.0 +50270,0.74,Premium,G,SI2,62.7,60.0,2238.0,5.78,5.73,3.61 +48963,0.34,Premium,H,VS2,61.3,60.0,537.0,4.47,4.53,2.76 +31409,0.3,Ideal,G,VVS1,61.1,57.0,764.0,4.32,4.35,2.65 +40049,0.38,Ideal,E,VS2,61.7,55.0,1112.0,4.68,4.66,2.88 +12449,0.92,Ideal,G,VS1,62.0,57.0,5243.0,6.24,6.28,3.88 +48760,0.5,Premium,F,VVS2,60.9,58.0,2016.0,5.13,5.09,3.11 +7376,1.16,Premium,J,SI1,62.5,58.0,4222.0,6.73,6.67,4.19 +1620,0.81,Ideal,E,SI2,60.1,57.0,3013.0,6.07,6.1,3.66 +2033,0.9,Premium,H,SI2,59.6,59.0,3105.0,6.38,6.24,3.76 +33937,0.3,Ideal,J,VVS1,60.4,57.0,464.0,4.36,4.38,2.64 +24740,2.17,Premium,F,SI2,59.3,61.0,13084.0,8.6,8.53,5.08 +51109,0.72,Ideal,I,VS2,61.1,56.0,2337.0,5.76,5.82,3.54 +6686,0.97,Ideal,G,SI2,62.7,57.0,4101.0,6.31,6.28,3.95 +12000,1.01,Good,D,SI1,63.9,62.0,5147.0,6.31,6.25,4.01 +27497,2.3,Ideal,I,VS2,62.6,56.0,18190.0,8.45,8.4,5.27 +41218,0.7,Premium,G,I1,62.3,56.0,1206.0,5.66,5.61,3.51 +16137,1.33,Ideal,J,VS1,62.5,58.0,6449.0,6.99,7.03,4.38 +24590,1.51,Premium,F,VS2,61.8,56.0,12899.0,7.46,7.32,4.57 +12497,1.0,Very Good,E,SI1,59.6,60.0,5257.0,6.58,6.51,3.9 +41757,0.47,Premium,H,VS1,60.3,61.0,1244.0,5.05,5.04,3.04 +19986,1.42,Ideal,H,SI1,62.0,56.0,8529.0,7.17,7.22,4.46 +36765,0.3,Ideal,E,VVS1,60.5,57.0,956.0,4.39,4.34,2.64 +35995,0.42,Ideal,G,VS1,61.4,56.0,921.0,4.82,4.85,2.97 +3336,1.01,Ideal,F,I1,62.2,54.0,3377.0,6.42,6.44,4.0 +40855,0.5,Ideal,G,SI1,62.2,56.0,1173.0,5.13,5.08,3.17 +9718,0.3,Ideal,H,VVS2,62.1,54.0,590.0,4.32,4.35,2.69 +33637,0.37,Ideal,E,SI1,62.7,54.0,833.0,4.6,4.55,2.87 +3526,0.9,Very Good,I,SI1,61.0,58.0,3407.0,6.19,6.23,3.79 +43552,0.52,Ideal,F,VS2,60.3,57.0,1429.0,5.2,5.24,3.15 +12162,1.12,Ideal,H,SI2,62.4,54.0,5178.0,6.65,6.68,4.16 +3482,0.81,Ideal,G,VS2,61.5,55.0,3397.0,6.0,6.06,3.71 +3458,0.88,Premium,D,SI2,60.9,61.0,3390.0,6.16,6.13,3.74 +8326,1.21,Premium,J,SI1,62.7,57.0,4391.0,6.77,6.72,4.23 +26700,0.35,Premium,H,SI2,62.0,58.0,429.0,4.47,4.5,2.78 +38570,0.4,Ideal,I,VVS2,62.4,55.0,1035.0,4.73,4.7,2.94 +33124,0.31,Very Good,G,VVS1,63.0,58.0,816.0,4.29,4.32,2.71 +22533,1.86,Premium,G,SI2,62.5,60.0,10572.0,7.9,7.8,4.91 +33582,0.38,Ideal,G,VS1,61.3,55.8,832.0,4.65,4.71,2.87 +20349,1.64,Premium,I,SI2,61.3,58.0,8743.0,7.62,7.58,4.66 +6996,1.0,Premium,I,VS2,62.6,59.0,4155.0,6.33,6.28,3.95 +24506,1.5,Good,G,VS2,63.6,60.0,12787.0,7.24,7.2,4.59 +8346,1.02,Very Good,E,SI2,62.8,55.0,4398.0,6.4,6.43,4.03 +23917,1.22,Ideal,E,VVS2,63.0,55.0,12036.0,6.83,6.78,4.29 +16602,1.1,Ideal,H,VS1,61.7,56.0,6630.0,6.61,6.65,4.09 +46906,0.56,Premium,D,SI1,61.4,58.0,1814.0,5.33,5.29,3.26 +4232,1.16,Premium,H,SI2,62.1,58.0,3573.0,6.72,6.65,4.15 +49966,0.3,Premium,E,SI2,62.7,59.0,540.0,4.26,4.22,2.66 +38292,0.28,Very Good,E,VS1,58.9,58.0,487.0,4.27,4.32,2.53 +39389,0.41,Ideal,G,VVS1,60.2,57.0,1076.0,4.8,4.83,2.9 +40615,0.23,Good,E,VVS1,56.3,62.0,498.0,4.1,4.11,2.31 +2091,0.71,Ideal,E,VS2,61.6,57.0,3112.0,5.71,5.79,3.54 +26784,1.52,Premium,E,VS1,60.6,58.0,16628.0,7.38,7.44,4.49 +36463,0.31,Ideal,D,VS2,62.2,54.0,942.0,4.34,4.31,2.69 +28733,0.31,Ideal,E,VS2,61.5,55.0,680.0,4.37,4.41,2.7 +36713,0.42,Premium,E,SI1,60.0,61.0,953.0,4.88,4.85,2.92 +11625,1.01,Very Good,H,VS2,63.5,61.0,5050.0,6.32,6.24,3.99 +47986,0.24,Very Good,F,VVS2,58.0,60.0,533.0,4.09,4.12,2.38 +24865,1.52,Ideal,E,SI1,62.1,56.0,13280.0,7.35,7.38,4.57 +36573,0.7,Fair,F,I1,63.9,59.0,945.0,5.64,5.5,3.57 +20421,1.52,Good,I,VS2,63.3,61.0,8778.0,7.23,7.27,4.59 +22363,0.31,Premium,H,VS2,61.3,60.0,628.0,4.36,4.32,2.66 +41627,0.24,Ideal,H,IF,62.5,54.0,504.0,3.97,4.0,2.49 +33790,0.32,Premium,G,VVS1,62.6,58.0,842.0,4.38,4.41,2.75 +46059,0.64,Fair,E,SI1,59.5,64.0,1733.0,5.65,5.39,3.31 +47918,0.56,Ideal,F,VS1,61.7,54.0,1915.0,5.28,5.32,3.27 +21370,0.42,Premium,I,SI1,62.6,58.0,626.0,4.76,4.8,2.99 +24101,1.2,Very Good,E,VVS2,59.5,54.0,12253.0,6.98,6.96,4.15 +26299,1.7,Premium,G,VS2,59.0,58.0,15797.0,7.8,7.85,4.62 +27474,2.08,Ideal,E,SI2,60.2,60.0,18128.0,8.28,8.32,5.0 +31231,0.45,Fair,G,SI1,68.6,57.0,756.0,4.73,4.5,3.19 +26409,2.01,Very Good,H,VS1,63.5,53.0,15930.0,8.04,7.97,5.08 +40342,0.33,Ideal,E,IF,61.9,57.0,1129.0,4.41,4.45,2.74 +10747,1.0,Very Good,F,SI1,62.8,59.0,4851.0,6.32,6.36,3.98 +44720,0.5,Good,F,VS2,62.9,54.9,1615.0,5.08,5.12,3.21 +29400,0.34,Ideal,E,VS1,59.1,57.0,698.0,4.55,4.58,2.7 +27055,0.35,Ideal,H,VS1,61.8,57.0,646.0,4.53,4.56,2.81 +680,0.7,Very Good,E,VS2,61.0,60.0,2850.0,5.74,5.77,3.51 +28076,0.3,Ideal,D,VS1,62.0,54.0,661.0,4.3,4.34,2.68 +6873,0.9,Very Good,H,VS2,63.7,61.0,4129.0,6.04,6.07,3.86 +19622,1.0,Ideal,G,VVS2,61.2,56.0,8239.0,6.47,6.5,3.97 +16672,1.26,Premium,H,SI1,62.2,58.0,6664.0,6.93,6.87,4.29 +66,0.28,Ideal,G,VVS2,61.4,56.0,553.0,4.19,4.22,2.58 +49831,0.56,Premium,E,VS2,59.9,58.0,2167.0,5.37,5.34,3.21 +11978,0.9,Ideal,F,VS2,61.6,57.0,5141.0,6.21,6.16,3.81 +38191,0.41,Ideal,D,SI1,62.6,57.0,1015.0,4.78,4.74,2.98 +44549,0.54,Ideal,G,VS2,61.2,56.0,1605.0,5.25,5.26,3.22 +27089,2.01,Ideal,F,SI2,60.0,56.0,17220.0,8.17,8.22,4.92 +48845,0.73,Very Good,J,SI1,60.1,62.0,2031.0,5.85,5.9,3.53 +20130,1.1,Very Good,G,IF,60.5,55.0,8592.0,6.77,6.71,4.08 +3456,0.73,Ideal,G,VS2,60.2,55.0,3389.0,5.85,5.9,3.54 +36743,0.38,Ideal,F,VVS2,60.9,58.0,954.0,4.66,4.7,2.85 +27939,0.31,Very Good,J,SI2,63.3,58.0,430.0,4.35,4.34,2.75 +38979,0.4,Ideal,D,VS1,61.3,54.0,1053.0,4.76,4.8,2.93 +52794,0.7,Good,E,SI1,63.8,57.0,2569.0,5.59,5.63,3.58 +25744,1.51,Ideal,G,VS1,61.6,56.0,14674.0,7.37,7.34,4.53 +12289,1.02,Very Good,H,VS2,62.5,56.0,5217.0,6.42,6.45,4.02 +25387,1.5,Ideal,F,VS2,60.4,57.0,14071.0,7.41,7.43,4.48 +144,0.7,Very Good,F,VS1,60.0,57.0,2767.0,5.8,5.87,3.5 +27059,0.41,Good,F,I1,63.8,57.0,646.0,4.72,4.69,3.0 +27030,2.0,Premium,F,SI1,58.8,61.0,17172.0,8.29,8.23,4.86 +20182,1.51,Premium,H,VS2,58.7,61.0,8630.0,7.51,7.45,4.39 +48664,0.55,Ideal,E,VS1,62.0,56.0,2001.0,5.24,5.27,3.26 +14589,1.0,Ideal,G,VS2,62.3,56.0,5887.0,6.43,6.32,3.97 +36960,0.32,Very Good,J,SI1,63.2,56.0,480.0,4.36,4.31,2.74 +33917,0.3,Ideal,E,VS2,62.4,57.0,844.0,4.26,4.24,2.65 +40218,0.4,Premium,G,VVS1,62.3,58.0,1123.0,4.66,4.72,2.92 +39202,0.32,Ideal,D,VVS1,61.0,57.0,1064.0,4.45,4.43,2.71 +17181,1.35,Very Good,E,SI1,62.7,57.0,6860.0,7.01,7.05,4.41 +48161,0.5,Very Good,F,VVS2,62.7,56.0,1942.0,5.08,5.03,3.17 +37214,0.34,Ideal,G,IF,61.6,54.0,974.0,4.49,4.53,2.78 +32866,0.32,Very Good,D,VVS2,60.0,57.0,809.0,4.45,4.49,2.68 +16570,1.01,Ideal,G,VS1,61.2,57.0,6618.0,6.47,6.41,3.94 +50251,0.73,Premium,H,SI2,62.5,58.0,2234.0,5.73,5.69,3.57 +50910,0.7,Fair,D,SI1,64.6,57.0,2318.0,5.6,5.57,3.61 +20009,1.05,Ideal,G,VVS1,60.1,57.0,8546.0,6.63,6.68,4.0 +13579,1.21,Premium,J,VS1,59.5,60.0,5556.0,6.99,6.9,4.13 +23910,1.7,Very Good,E,SI2,63.3,57.0,12030.0,7.59,7.51,4.78 +39833,0.5,Very Good,G,SI1,61.1,57.0,1098.0,5.14,5.2,3.16 +9229,1.02,Premium,H,SI1,60.3,59.0,4558.0,6.5,6.44,3.9 +30055,0.41,Premium,G,SI1,62.6,59.0,719.0,4.72,4.77,2.97 +10529,1.0,Premium,E,SI1,59.1,58.0,4805.0,6.52,6.44,3.83 +17765,1.05,Premium,F,VS2,62.6,58.0,7154.0,6.5,6.47,4.06 +14585,0.92,Ideal,H,VVS1,62.1,54.0,5886.0,6.26,6.23,3.88 +50657,0.31,Good,G,VS2,63.5,58.0,544.0,4.22,4.29,2.7 +49549,0.71,Very Good,F,SI2,59.5,58.0,2129.0,5.82,5.87,3.48 +21818,1.31,Ideal,G,VS1,61.5,57.0,9891.0,7.02,7.06,4.33 +9942,1.01,Ideal,J,VS1,61.2,57.0,4693.0,6.45,6.49,3.96 +2369,0.9,Good,I,SI1,63.5,59.0,3176.0,6.05,6.1,3.86 +28796,0.27,Very Good,F,VVS2,61.8,56.0,682.0,4.19,4.2,2.6 +256,1.05,Fair,J,SI2,65.8,59.0,2789.0,6.41,6.27,4.18 +26544,1.75,Premium,G,VS2,62.8,59.0,16220.0,7.62,7.53,4.76 +194,0.7,Premium,E,SI1,60.0,59.0,2777.0,5.79,5.75,3.46 +31240,0.38,Ideal,G,VS2,61.9,54.1,757.0,4.66,4.69,2.89 +26846,2.01,Premium,D,SI2,62.7,58.0,16776.0,8.06,7.99,5.03 +52784,0.72,Very Good,E,SI1,62.9,54.0,2567.0,5.72,5.76,3.61 +21116,1.04,Ideal,F,VVS2,62.2,56.0,9281.0,6.53,6.46,4.04 +16737,0.41,Good,J,VS2,63.4,56.0,611.0,4.7,4.73,2.99 +37314,0.38,Ideal,G,VVS1,59.7,60.0,979.0,4.71,4.74,2.82 +26202,2.22,Ideal,G,SI2,60.9,57.0,15584.0,8.47,8.42,5.14 +19608,1.0,Very Good,F,VVS2,61.1,55.0,8227.0,6.49,6.51,3.97 +14222,1.07,Premium,H,VS1,62.5,56.0,5764.0,6.6,6.52,4.1 +26714,0.32,Premium,F,VS2,61.5,58.0,645.0,4.39,4.42,2.71 +41452,0.4,Ideal,G,IF,62.3,55.0,1229.0,4.74,4.76,2.96 +9616,1.06,Very Good,F,SI2,62.6,60.0,4634.0,6.54,6.44,4.06 +556,0.9,Premium,G,SI1,60.6,62.0,2830.0,6.21,6.13,3.74 +49884,0.72,Ideal,G,SI2,61.7,56.0,2177.0,5.76,5.71,3.54 +13648,1.22,Ideal,J,SI1,60.6,56.0,5586.0,6.96,6.95,4.22 +22302,1.0,Very Good,F,IF,60.1,57.0,10346.0,6.45,6.52,3.9 +25090,2.21,Ideal,H,SI2,61.9,56.0,13615.0,8.4,8.36,5.19 +15007,1.13,Ideal,H,VS2,62.0,57.0,6045.0,6.61,6.69,4.12 +41978,0.55,Ideal,F,SI2,62.4,56.0,1263.0,5.26,5.22,3.27 +37993,0.32,Ideal,F,VVS2,61.2,57.0,1008.0,4.43,4.4,2.7 +50819,0.71,Ideal,I,VVS2,62.4,54.0,2308.0,5.72,5.75,3.58 +38064,0.4,Good,G,VVS1,59.1,61.0,1013.0,4.86,4.88,2.88 +11942,1.01,Premium,G,VS2,61.2,59.0,5131.0,6.43,6.37,3.92 +38931,0.4,Premium,E,VS1,61.2,59.0,1053.0,4.72,4.76,2.9 +8445,1.01,Very Good,I,SI1,63.5,59.0,4412.0,6.36,6.31,4.02 +24569,1.56,Ideal,H,VS2,62.2,56.0,12864.0,7.45,7.47,4.64 +6788,1.2,Premium,J,SI1,62.8,58.0,4113.0,6.77,6.7,4.23 +12054,0.34,Premium,G,VS2,61.6,58.0,596.0,4.45,4.51,2.76 +38222,0.41,Premium,F,VVS2,61.6,59.0,1017.0,4.79,4.73,2.93 +49204,0.7,Ideal,I,SI2,62.1,57.0,2079.0,5.66,5.71,3.53 +6423,1.04,Premium,J,VS2,58.7,58.0,4043.0,6.68,6.61,3.9 +45325,0.32,Good,E,SI1,63.1,54.0,524.0,4.37,4.41,2.77 +33626,0.33,Ideal,I,SI1,61.3,56.0,463.0,4.44,4.47,2.73 +12909,1.2,Premium,I,VVS2,63.0,60.0,5376.0,6.71,6.63,4.2 +51424,0.85,Good,J,VS1,63.6,57.0,2372.0,6.01,5.94,3.8 +19198,1.14,Ideal,G,VS1,62.3,56.0,7948.0,6.73,6.7,4.18 +22656,1.56,Premium,H,VS2,62.5,59.0,10702.0,7.3,7.33,4.57 +53593,0.7,Good,H,VVS2,58.9,61.5,2699.0,5.77,5.84,3.42 +15460,1.21,Very Good,G,SI1,62.2,60.0,6190.0,6.71,6.73,4.18 +5253,1.24,Very Good,J,SI2,63.1,60.0,3791.0,6.79,6.74,4.27 +47992,0.32,Premium,J,IF,61.2,59.0,533.0,4.41,4.44,2.71 +9743,1.2,Ideal,J,SI2,61.7,56.0,4659.0,6.79,6.87,4.21 +36926,0.41,Premium,G,VS1,61.9,58.0,961.0,4.78,4.75,2.95 +25719,1.04,Ideal,D,IF,61.8,57.0,14626.0,6.52,6.49,4.02 +14250,1.22,Premium,H,VS1,62.2,58.0,5773.0,6.84,6.76,4.23 +34463,0.31,Ideal,E,VVS1,61.4,55.0,865.0,4.35,4.38,2.68 +22393,2.0,Good,G,SI2,64.3,60.0,10416.0,7.87,7.83,5.05 +40599,0.3,Premium,G,SI1,62.5,61.0,497.0,4.29,4.26,2.67 +49690,0.7,Very Good,H,VS1,62.4,57.0,2145.0,5.64,5.7,3.54 +43339,0.56,Ideal,I,VS1,60.5,55.0,1406.0,5.33,5.39,3.24 +10863,1.02,Very Good,H,SI1,61.2,57.0,4875.0,6.47,6.53,3.98 +38706,0.37,Premium,E,VS2,63.0,58.0,1041.0,4.58,4.53,2.87 +16446,1.21,Premium,H,SI1,60.5,59.0,6566.0,6.96,6.89,4.19 +19945,1.2,Very Good,G,VS2,63.2,56.0,8491.0,6.82,6.75,4.29 +925,0.71,Very Good,E,VS2,60.0,59.0,2881.0,5.84,5.83,3.5 +9915,1.13,Premium,H,SI1,61.2,59.0,4689.0,6.68,6.65,4.08 +25277,1.52,Premium,F,VS2,60.9,61.0,13919.0,7.46,7.28,4.49 +18487,1.0,Very Good,G,VVS2,62.3,58.0,7528.0,6.39,6.45,4.0 +6306,1.5,Good,H,I1,64.0,56.0,4022.0,7.18,7.05,4.56 +4778,1.03,Very Good,F,SI2,63.3,59.0,3692.0,6.35,6.32,4.01 +5056,0.31,Very Good,H,SI1,63.1,57.0,573.0,4.34,4.31,2.73 +15538,1.09,Ideal,I,VS1,61.8,55.0,6225.0,6.59,6.62,4.08 +16713,0.31,Ideal,H,VVS2,61.4,56.0,609.0,4.38,4.41,2.7 +7602,0.92,Good,E,SI1,63.7,57.0,4258.0,6.11,6.14,3.9 +17259,1.04,Premium,F,VS2,61.9,58.0,6908.0,6.55,6.51,4.04 +39418,0.41,Ideal,F,VS1,62.1,56.0,1076.0,4.8,4.77,2.97 +37055,0.33,Ideal,G,IF,61.7,58.0,968.0,4.42,4.46,2.74 +42938,0.36,Premium,E,SI2,61.5,58.0,505.0,4.56,4.61,2.82 +51012,0.74,Ideal,H,SI2,62.1,57.0,2327.0,5.75,5.81,3.59 +52417,0.7,Good,D,SI1,63.6,60.0,2512.0,5.59,5.51,3.51 +29778,0.3,Premium,I,VVS1,62.6,60.0,709.0,4.28,4.25,2.67 +37051,0.36,Very Good,E,VVS2,61.8,58.0,968.0,4.55,4.58,2.82 +15651,1.19,Ideal,H,SI1,62.0,56.4,6275.0,6.77,6.81,4.2 +13173,1.03,Ideal,G,SI1,60.5,55.0,5445.0,6.59,6.54,3.97 +43643,0.5,Good,D,SI1,63.8,60.0,1433.0,5.03,5.0,3.2 +41436,0.42,Ideal,F,VS1,61.6,55.0,1228.0,4.84,4.87,2.99 +12250,1.05,Ideal,G,SI1,59.7,56.0,5204.0,6.67,6.64,3.97 +28213,0.4,Premium,H,SI1,62.7,58.0,666.0,4.65,4.69,2.93 +5363,1.01,Fair,G,SI2,58.7,67.0,3816.0,6.52,6.56,3.84 +46527,0.51,Premium,G,VS1,62.3,58.0,1781.0,5.13,5.08,3.18 +16202,1.06,Good,G,VS1,63.4,57.0,6477.0,6.45,6.48,4.1 +19185,1.5,Ideal,G,SI2,61.5,57.0,7936.0,7.33,7.39,4.53 +47323,0.23,Very Good,D,VVS2,61.3,59.0,530.0,3.91,3.99,2.42 +44751,0.51,Ideal,F,VS2,59.2,56.0,1619.0,5.23,5.18,3.08 +12510,1.25,Ideal,G,SI2,61.6,57.0,5259.0,6.91,6.98,4.28 +210,0.74,Ideal,E,SI1,61.7,56.0,2779.0,5.84,5.8,3.59 +18850,1.54,Fair,I,SI2,64.6,56.0,7727.0,7.3,7.26,4.7 +40734,0.54,Ideal,F,SI2,61.2,56.0,1162.0,5.27,5.28,3.23 +41644,0.4,Ideal,E,VVS2,61.5,56.0,1238.0,4.79,4.74,2.93 +692,0.73,Ideal,E,SI1,62.7,55.0,2852.0,5.7,5.79,3.6 +10064,0.32,Premium,H,SI1,61.8,56.0,591.0,4.43,4.4,2.73 +52055,0.71,Ideal,D,SI2,61.9,56.0,2452.0,5.78,5.73,3.56 +5641,0.74,Ideal,F,VVS2,61.5,55.0,3879.0,5.85,5.82,3.59 +8155,0.91,Premium,G,VS2,60.8,56.0,4357.0,6.28,6.21,3.8 +34220,0.4,Premium,H,SI1,62.6,58.0,855.0,4.72,4.68,2.94 +5912,0.91,Very Good,E,SI2,62.4,58.0,3936.0,6.11,6.14,3.82 +24875,1.54,Premium,G,VS2,60.2,60.0,13292.0,7.51,7.44,4.5 +30427,0.32,Premium,H,VVS1,60.9,58.0,730.0,4.4,4.43,2.69 +49803,0.56,Ideal,G,VVS1,62.3,55.0,2164.0,5.31,5.25,3.29 +23090,1.47,Premium,G,VS2,62.8,57.0,11113.0,7.27,7.22,4.55 +3039,0.3,Good,F,VS2,63.4,59.0,565.0,4.23,4.25,2.69 +27844,0.31,Very Good,G,VS2,63.2,58.0,651.0,4.3,4.28,2.71 +38599,0.5,Ideal,G,SI2,60.0,57.0,1038.0,5.17,5.2,3.11 +49606,0.7,Good,G,SI1,64.6,59.0,2137.0,5.49,5.54,3.56 +39318,0.38,Ideal,F,VVS1,61.0,57.0,1070.0,4.66,4.69,2.85 +8760,0.9,Very Good,D,SI1,62.5,59.0,4466.0,6.13,6.19,3.85 +6704,0.25,Very Good,D,VS1,62.1,60.0,410.0,4.03,4.05,2.51 +15770,1.02,Ideal,F,VS2,61.5,57.0,6306.0,6.48,6.5,3.99 +2484,0.54,Premium,D,VVS1,61.4,57.5,3194.0,5.25,5.28,3.23 +16308,1.2,Very Good,G,SI1,62.8,60.0,6526.0,6.71,6.79,4.24 +12078,1.23,Ideal,J,SI2,62.4,58.0,5158.0,6.79,6.86,4.26 +1042,0.74,Good,E,SI1,62.8,61.0,2906.0,5.74,5.76,3.61 +22247,1.5,Good,D,SI2,61.9,61.0,10302.0,7.31,7.38,4.55 +35611,0.3,Ideal,H,VS2,60.7,57.0,473.0,4.33,4.37,2.64 +7217,1.01,Premium,H,SI1,61.2,59.0,4191.0,6.45,6.4,3.93 +29814,0.3,Premium,D,SI1,62.5,59.0,709.0,4.28,4.26,2.67 +41139,0.5,Good,G,SI1,63.9,57.0,1197.0,5.02,5.06,3.22 +8738,1.02,Fair,F,SI1,65.1,56.0,4462.0,6.29,6.25,4.08 +27548,1.61,Ideal,D,VS2,62.0,55.0,18318.0,7.51,7.5,4.67 +48966,0.34,Very Good,H,VS2,61.9,56.0,537.0,4.46,4.49,2.77 +22606,1.79,Ideal,J,VS2,61.8,56.0,10658.0,7.74,7.85,4.82 +35721,0.3,Ideal,D,VS2,61.6,57.0,911.0,4.33,4.3,2.66 +37652,0.48,Good,J,SI1,64.4,58.0,991.0,4.87,4.92,3.15 +19867,2.68,Premium,G,I1,58.6,60.0,8419.0,9.11,9.07,5.33 +28855,0.41,Premium,H,SI1,60.9,60.0,683.0,4.79,4.83,2.93 +25403,2.05,Ideal,J,VS2,61.7,54.9,14111.0,8.16,8.24,5.05 +26004,1.02,Premium,D,IF,61.5,60.0,15231.0,6.45,6.52,3.99 +19098,1.51,Premium,H,SI2,60.4,59.0,7864.0,7.3,7.27,4.4 +47730,0.71,Ideal,J,SI1,61.6,57.0,1889.0,5.72,5.75,3.53 +5843,1.0,Premium,H,SI2,60.2,61.0,3920.0,6.48,6.44,3.89 +4078,0.31,Good,D,SI1,63.1,57.0,571.0,4.3,4.32,2.72 +41597,0.32,Ideal,I,SI2,61.9,56.0,391.0,4.38,4.41,2.72 +19844,1.13,Ideal,E,VS2,62.0,54.0,8404.0,6.7,6.66,4.14 +46676,0.59,Ideal,E,SI1,62.4,55.0,1789.0,5.39,5.34,3.35 +31352,0.41,Ideal,E,SI2,61.2,56.0,760.0,4.81,4.84,2.95 +1685,1.01,Good,E,I1,63.8,57.0,3032.0,6.4,6.33,4.06 +30109,0.32,Premium,G,VS2,60.8,59.0,720.0,4.44,4.41,2.69 +45445,0.5,Premium,E,VS1,60.1,58.0,1672.0,5.21,5.17,3.12 +20909,1.23,Premium,F,VS2,60.8,59.0,9122.0,6.94,6.9,4.21 +18634,1.01,Premium,F,VS1,62.5,58.0,7602.0,6.42,6.37,4.0 +48565,0.64,Ideal,I,IF,62.0,54.0,1991.0,5.53,5.56,3.44 +52716,0.71,Premium,E,SI1,60.8,55.0,2554.0,5.85,5.8,3.54 +13053,1.09,Ideal,D,SI2,61.7,59.0,5410.0,6.64,6.62,4.09 +38712,0.54,Premium,J,VS2,62.6,58.0,1042.0,5.16,5.22,3.25 +39087,0.34,Ideal,E,VS1,62.4,54.0,1060.0,4.49,4.45,2.79 +49653,0.82,Good,J,SI1,57.4,59.0,2140.0,6.25,6.19,3.57 +35671,0.4,Very Good,E,VS1,63.3,55.0,909.0,4.66,4.69,2.96 +29388,0.31,Very Good,E,SI1,63.4,57.0,698.0,4.33,4.31,2.74 +2887,0.71,Ideal,F,VS1,62.3,55.0,3281.0,5.74,5.76,3.58 +36784,0.34,Ideal,G,VVS1,62.1,55.0,956.0,4.49,4.46,2.78 +45346,0.53,Very Good,G,VS1,62.2,59.0,1664.0,5.14,5.18,3.21 +17510,1.01,Very Good,E,VS1,62.2,56.0,7039.0,6.38,6.42,3.98 +33214,0.31,Ideal,F,VS1,61.2,56.0,821.0,4.4,4.42,2.7 +32381,0.39,Premium,J,VS1,61.0,62.0,790.0,4.71,4.66,2.86 +6491,0.96,Very Good,D,SI2,60.0,60.0,4060.0,6.43,6.47,3.87 +43673,0.5,Very Good,D,SI1,58.9,61.0,1436.0,5.16,5.19,3.05 +31567,0.31,Ideal,D,VVS2,61.9,56.0,766.0,4.37,4.39,2.71 +24274,2.3,Premium,J,SI1,59.6,59.0,12499.0,8.61,8.56,5.12 +31051,0.34,Ideal,G,VVS2,62.4,53.0,751.0,4.49,4.52,2.81 +32478,0.33,Very Good,H,IF,61.7,55.0,795.0,4.45,4.48,2.75 +13936,1.25,Ideal,H,SI2,62.7,56.0,5670.0,6.92,6.87,4.32 +9707,0.32,Ideal,D,SI1,60.9,56.0,589.0,4.4,4.43,2.69 +10161,0.91,Premium,E,SI1,59.8,59.0,4729.0,6.28,6.23,3.74 +53592,0.7,Ideal,D,SI1,61.4,57.0,2699.0,5.68,5.72,3.5 +35557,0.35,Ideal,G,VS1,60.5,57.0,906.0,4.58,4.55,2.76 +19377,0.4,Good,D,SI2,63.1,56.0,622.0,4.65,4.67,2.94 +52717,0.56,Ideal,F,VVS2,61.3,57.0,2554.0,5.31,5.35,3.26 +4230,1.19,Premium,E,I1,60.2,61.0,3572.0,6.91,6.87,4.15 +4460,0.91,Premium,I,VS1,59.5,62.0,3620.0,6.3,6.24,3.73 +24059,0.38,Premium,D,SI1,59.1,58.0,635.0,4.74,4.77,2.81 +6447,1.01,Fair,G,SI2,58.3,62.0,4047.0,6.46,6.5,3.78 +3508,0.74,Ideal,G,VVS1,61.9,54.0,3402.0,5.8,5.84,3.6 +3800,1.0,Good,I,SI2,63.9,60.0,3465.0,6.26,6.3,4.01 +43756,0.41,Ideal,F,IF,61.3,56.0,1439.0,4.76,4.77,2.92 +53701,0.7,Ideal,F,VS2,61.3,56.0,2717.0,5.74,5.71,3.51 +32486,0.43,Ideal,G,SI1,62.0,55.0,795.0,4.84,4.87,3.01 +114,0.74,Very Good,G,SI1,62.2,59.0,2762.0,5.73,5.82,3.59 +35281,0.35,Premium,I,SI1,62.5,58.0,472.0,4.49,4.53,2.82 +1390,0.24,Ideal,G,VVS1,62.2,56.0,559.0,4.0,4.04,2.5 +15117,1.01,Premium,D,SI1,61.8,58.0,6075.0,6.42,6.37,3.95 +49659,0.71,Very Good,I,SI1,61.8,56.0,2141.0,5.73,5.76,3.55 +8615,0.91,Very Good,D,SI1,62.0,60.0,4444.0,6.12,6.2,3.82 +23305,2.06,Ideal,J,SI2,61.9,55.0,11337.0,8.23,8.19,5.08 +10316,1.03,Very Good,G,SI1,63.2,58.0,4764.0,6.43,6.38,4.05 +14101,1.0,Premium,F,VS2,60.6,59.0,5718.0,6.5,6.46,3.93 +18220,1.0,Premium,D,VS2,59.8,58.0,7392.0,6.55,6.47,3.89 +39544,0.4,Ideal,F,VS2,62.0,57.0,1080.0,4.74,4.68,2.92 +7091,0.91,Premium,D,SI1,61.5,59.0,4165.0,6.25,6.18,3.82 +41548,0.63,Fair,H,SI2,64.7,61.0,1235.0,5.33,5.27,3.43 +33803,0.32,Ideal,E,VVS2,62.0,55.0,842.0,4.38,4.4,2.72 +21094,1.11,Ideal,G,VS1,61.3,55.0,9261.0,6.67,6.71,4.1 +6050,0.32,Premium,I,VS2,62.6,58.0,576.0,4.42,4.37,2.75 +52524,0.71,Premium,F,SI1,59.0,61.0,2528.0,5.88,5.84,3.46 +48788,0.62,Very Good,D,VS2,59.0,59.0,2022.0,5.59,5.66,3.32 +17594,1.0,Fair,D,VS1,55.9,60.0,7083.0,6.77,6.71,4.38 +36242,0.47,Very Good,I,VS2,63.2,56.0,935.0,4.92,4.98,3.13 +6651,0.9,Ideal,E,SI1,63.0,56.0,4092.0,6.15,6.1,3.86 +23951,1.6,Premium,H,VS1,62.5,58.0,12084.0,7.47,7.37,4.64 +49958,0.3,Premium,H,SI1,61.2,62.0,540.0,4.31,4.28,2.63 +13457,1.01,Premium,E,SI1,60.7,58.0,5525.0,6.5,6.48,3.94 +25948,2.01,Ideal,I,SI1,62.2,56.0,15116.0,8.12,8.06,5.03 +53163,0.72,Ideal,E,SI1,62.0,57.0,2626.0,5.7,5.75,3.55 +33657,0.3,Ideal,D,VS1,62.2,56.0,835.0,4.31,4.27,2.67 +37594,0.24,Very Good,E,VVS2,58.9,63.0,485.0,4.05,4.07,2.39 +29905,0.41,Ideal,F,SI1,61.8,56.0,711.0,4.75,4.79,2.95 +11878,1.25,Good,J,SI1,63.6,57.0,5110.0,6.86,6.81,4.35 +28697,0.4,Ideal,E,SI2,61.8,55.2,679.0,4.75,4.77,2.94 +22741,1.01,Ideal,D,VVS2,61.7,57.0,10761.0,6.43,6.47,3.98 +33946,0.31,Ideal,H,SI1,61.8,54.0,464.0,4.34,4.36,2.69 +37350,0.4,Very Good,G,VVS2,58.9,58.0,982.0,4.8,4.84,2.84 +21567,2.68,Very Good,I,I1,63.5,56.0,9665.0,8.81,8.77,5.58 +8439,1.23,Premium,G,SI2,58.9,62.0,4408.0,7.03,6.97,4.12 +53840,0.71,Ideal,G,SI1,61.6,57.0,2738.0,5.72,5.76,3.53 +22773,1.35,Ideal,D,VS2,61.3,57.0,10796.0,7.13,7.09,4.36 +25132,1.51,Very Good,G,VS1,62.5,58.0,13686.0,7.23,7.27,4.53 +1770,0.91,Premium,G,SI2,60.1,62.0,3047.0,6.24,6.2,3.73 +50176,0.52,Ideal,E,VVS2,60.9,56.0,2220.0,5.21,5.24,3.18 +20503,1.59,Ideal,I,SI1,62.1,57.0,8835.0,7.48,7.46,4.64 +3601,0.71,Very Good,G,VS1,62.0,53.0,3425.0,5.72,5.76,3.56 +23002,2.02,Premium,I,VS2,61.2,60.0,11059.0,8.22,8.13,5.0 +16613,1.24,Ideal,J,VS2,62.1,56.0,6639.0,6.86,6.9,4.27 +45464,0.55,Very Good,F,VS2,61.8,57.0,1676.0,5.23,5.28,3.25 +14507,1.0,Good,G,VS2,63.5,59.0,5860.0,6.23,6.33,3.99 +36534,0.42,Premium,F,VS2,61.7,59.0,945.0,4.82,4.75,2.95 +32801,0.34,Ideal,D,VS2,60.6,57.0,805.0,4.51,4.53,2.74 +29423,0.38,Very Good,H,VS2,63.0,56.0,700.0,4.57,4.61,2.89 +21918,1.25,Ideal,F,VS1,61.7,56.0,9996.0,6.93,6.92,4.27 +7942,0.84,Premium,E,VS1,59.7,59.0,4318.0,6.16,6.13,3.67 +22920,1.51,Ideal,H,VS2,62.5,55.0,10959.0,7.34,7.29,4.57 +37536,0.4,Premium,E,VVS2,60.8,59.0,988.0,4.73,4.77,2.89 +11741,1.05,Very Good,H,SI1,63.2,59.0,5072.0,6.39,6.46,4.06 +33054,0.3,Ideal,F,VVS1,61.5,58.0,814.0,4.3,4.32,2.65 +47414,0.57,Ideal,G,VS1,62.0,55.0,1851.0,5.29,5.35,3.3 +50022,0.7,Very Good,F,SI1,62.6,56.0,2196.0,5.66,5.72,3.56 +22293,1.6,Very Good,H,SI2,61.1,57.0,10340.0,7.55,7.5,4.6 +13498,0.7,Ideal,D,VVS2,60.7,57.0,5539.0,5.75,5.78,3.5 +18738,1.34,Very Good,H,SI1,61.6,59.0,7655.0,7.04,7.09,4.35 +19130,1.02,Ideal,G,VVS2,61.1,57.0,7898.0,6.48,6.51,3.97 +42788,0.53,Very Good,I,VS1,59.9,58.0,1350.0,5.24,5.28,3.15 +4922,0.91,Very Good,F,SI2,61.4,60.0,3726.0,6.13,6.16,3.77 +15890,1.01,Premium,G,VS1,59.9,59.0,6353.0,6.51,6.48,3.89 +52504,0.7,Good,D,SI1,58.0,60.0,2525.0,5.79,5.93,3.4 +17450,1.31,Ideal,I,VS2,61.7,55.0,6999.0,7.1,7.0,4.35 +41803,0.5,Very Good,F,SI1,61.2,61.0,1250.0,5.06,5.1,3.11 +21694,0.34,Premium,I,VVS1,60.5,59.0,626.0,4.48,4.54,2.73 +43490,0.58,Ideal,H,SI1,60.2,57.0,1421.0,5.47,5.43,3.28 +40807,0.6,Premium,H,SI1,62.4,58.0,1170.0,5.4,5.34,3.35 +47078,0.52,Ideal,D,VS2,61.8,57.0,1822.0,5.16,5.2,3.2 +25650,2.51,Premium,H,SI2,60.6,61.0,14543.0,8.88,8.68,5.29 +37609,0.24,Very Good,F,VVS1,61.7,56.0,485.0,3.98,4.0,2.46 +10431,1.14,Very Good,I,VS2,62.5,59.0,4785.0,6.63,6.66,4.15 +32322,0.36,Premium,E,VS2,61.3,60.0,789.0,4.54,4.59,2.8 +53067,0.7,Good,H,VVS2,63.8,57.0,2608.0,5.61,5.51,3.55 +670,0.77,Premium,G,VS2,61.3,60.0,2846.0,5.91,5.81,3.59 +40207,0.53,Premium,J,VS2,60.9,59.0,1122.0,5.27,5.2,3.19 +40631,0.41,Ideal,E,VS1,62.1,56.0,1153.0,4.78,4.75,2.96 +5600,0.85,Very Good,E,VS2,60.2,60.0,3871.0,6.09,6.14,3.68 +6671,0.95,Very Good,J,VVS2,60.5,59.0,4098.0,6.33,6.36,3.84 +28293,0.24,Ideal,I,VS1,62.0,56.0,432.0,4.0,4.01,2.48 +30369,0.36,Ideal,I,VS1,62.1,56.0,729.0,4.59,4.55,2.84 +27116,2.0,Premium,I,VS1,61.1,58.0,17278.0,8.08,8.11,4.95 +1765,0.75,Ideal,E,SI1,60.8,56.0,3045.0,5.91,5.89,3.59 +18332,1.01,Ideal,E,VS1,60.4,59.0,7458.0,6.52,6.5,3.93 +13002,1.22,Premium,I,VS2,60.1,58.0,5405.0,6.92,7.0,4.18 +33644,0.38,Ideal,H,VVS2,61.4,57.0,833.0,4.63,4.65,2.85 +45640,0.23,Very Good,F,VVS1,60.7,55.0,525.0,3.98,4.0,2.42 +28552,0.3,Ideal,H,VS1,62.9,54.0,675.0,4.31,4.28,2.7 +47431,0.51,Ideal,G,VS1,60.2,56.0,1852.0,5.2,5.24,3.14 +21863,3.01,Premium,F,I1,62.2,56.0,9925.0,9.24,9.13,5.73 +27318,2.01,Ideal,H,VS1,62.9,54.0,17838.0,8.01,7.96,5.02 +8956,1.02,Very Good,G,SI2,63.8,55.0,4501.0,6.37,6.4,4.07 +34808,0.31,Very Good,G,IF,60.8,56.0,878.0,4.41,4.44,2.69 +41437,0.55,Ideal,G,SI2,61.8,55.0,1228.0,5.27,5.32,3.27 +2878,1.25,Ideal,E,I1,60.9,56.0,3276.0,6.95,6.91,4.22 +52610,0.75,Very Good,G,SI1,60.9,58.0,2545.0,5.84,5.88,3.57 +7129,0.9,Good,E,SI1,60.7,63.0,4173.0,6.07,6.13,3.7 +45009,0.46,Ideal,D,VS1,61.6,57.0,1637.0,4.95,4.98,3.06 +52933,0.7,Good,F,VS2,60.1,56.0,2591.0,5.73,5.78,3.46 +20324,1.5,Good,I,SI1,63.8,59.0,8736.0,7.21,7.11,4.57 +38704,0.37,Ideal,E,VS2,62.6,56.0,1041.0,4.61,4.56,2.87 +49163,0.75,Premium,I,SI2,61.1,57.0,2070.0,5.88,5.84,3.58 +33257,0.32,Ideal,E,VS1,62.3,54.0,825.0,4.37,4.4,2.73 +18150,1.14,Ideal,H,VVS2,61.9,56.0,7354.0,6.69,6.72,4.15 +6658,1.13,Premium,J,SI2,59.7,59.0,4093.0,6.85,6.76,4.06 +20149,1.2,Premium,G,VS1,62.8,58.0,8602.0,6.84,6.75,4.27 +42988,0.6,Fair,F,SI1,55.3,63.0,1367.0,5.67,5.61,3.12 +38377,0.41,Very Good,I,VVS2,59.9,57.0,1024.0,4.87,4.91,2.93 +50054,0.71,Very Good,G,SI1,62.7,59.0,2201.0,5.65,5.67,3.55 +31633,0.3,Ideal,H,SI1,62.1,55.0,450.0,4.3,4.33,2.68 +23520,1.53,Ideal,F,SI1,62.5,57.0,11525.0,7.38,7.31,4.59 +45987,0.3,Premium,G,VS2,61.9,58.0,526.0,4.3,4.33,2.67 +3668,1.03,Ideal,F,I1,61.1,55.0,3444.0,6.51,6.54,3.99 +51326,0.31,Good,E,SI1,63.3,55.0,544.0,4.31,4.35,2.74 +21392,1.11,Ideal,G,VVS2,61.6,57.0,9507.0,6.7,6.74,4.14 +36056,0.31,Ideal,G,IF,61.9,56.0,924.0,4.36,4.39,2.71 +30273,0.31,Very Good,H,SI1,60.5,60.0,446.0,4.33,4.4,2.64 +49583,0.71,Very Good,F,SI2,59.2,60.0,2134.0,5.85,5.91,3.48 +312,0.74,Premium,G,VS1,62.9,60.0,2800.0,5.74,5.68,3.59 +52651,0.62,Ideal,G,VVS2,61.8,57.0,2548.0,5.44,5.47,3.37 +5510,0.9,Fair,D,SI2,64.6,59.0,3847.0,6.04,6.01,3.89 +2700,0.9,Fair,I,VS2,65.4,60.0,3246.0,6.03,5.96,3.93 +49304,0.24,Ideal,F,VVS2,61.4,59.0,540.0,4.0,4.05,2.47 +9903,1.24,Premium,J,SI1,61.8,58.0,4687.0,6.9,6.86,4.25 +39586,0.37,Premium,E,VVS2,59.7,61.0,1082.0,4.71,4.67,2.8 +37591,0.24,Very Good,E,VVS2,64.0,56.0,485.0,3.94,3.97,2.53 +32819,0.34,Premium,D,VS2,60.4,60.0,805.0,4.51,4.56,2.74 +42317,0.41,Ideal,F,VVS1,60.7,56.0,1295.0,4.81,4.85,2.93 +38659,0.42,Premium,D,SI1,61.1,60.0,1040.0,4.83,4.79,2.94 +51990,0.25,Very Good,E,VVS2,63.2,59.0,548.0,3.98,4.0,2.52 +43512,0.51,Good,D,SI1,63.3,57.0,1423.0,5.06,5.09,3.21 +30677,0.4,Premium,F,SI1,61.2,58.0,737.0,4.71,4.74,2.89 +50110,0.71,Premium,G,SI2,62.1,58.0,2208.0,5.72,5.68,3.54 +50479,0.52,Ideal,G,IF,61.7,56.0,2267.0,5.15,5.19,3.19 +22044,0.31,Premium,I,VS1,63.0,58.0,628.0,4.32,4.29,2.71 +22865,2.0,Very Good,J,SI2,60.9,54.0,10907.0,8.12,8.17,4.96 +25126,2.0,Premium,J,VS2,61.5,59.0,13675.0,8.11,8.06,4.97 +48210,0.62,Very Good,D,SI1,61.3,58.0,1949.0,5.47,5.49,3.36 +47840,0.72,Very Good,I,SI2,63.4,56.0,1907.0,5.67,5.72,3.61 +6252,1.05,Very Good,E,SI2,61.7,59.0,4010.0,6.52,6.58,4.04 +13407,0.3,Very Good,E,VS2,62.7,53.0,603.0,4.32,4.35,2.72 +35234,0.36,Very Good,E,VS1,60.6,58.0,894.0,4.61,4.63,2.8 +24658,1.72,Premium,H,SI1,61.4,59.0,12998.0,7.71,7.64,4.71 +47894,0.54,Premium,D,VS2,61.7,55.0,1913.0,5.26,5.21,3.23 +22747,1.78,Premium,E,SI2,60.5,59.0,10765.0,7.89,7.8,4.75 +53888,0.52,Ideal,F,IF,61.5,57.0,2749.0,5.15,5.19,3.18 +42000,0.43,Ideal,D,VS1,62.1,55.0,1264.0,4.86,4.83,3.01 +43485,0.53,Ideal,F,SI2,61.7,55.0,1421.0,5.22,5.25,3.23 +31540,0.3,Ideal,E,VVS2,61.5,58.0,766.0,4.29,4.3,2.64 +29324,0.31,Premium,H,VS1,62.4,58.0,698.0,4.36,4.32,2.71 +46109,0.55,Very Good,G,VS1,62.8,57.0,1743.0,5.2,5.21,3.27 +9982,1.5,Fair,I,I1,66.1,57.0,4704.0,7.12,7.04,4.68 +27536,2.06,Ideal,G,SI2,62.3,56.0,18293.0,8.16,8.09,5.06 +35628,0.3,Good,I,VS1,63.7,58.0,473.0,4.23,4.25,2.7 +50063,0.71,Premium,I,VS1,62.5,61.0,2202.0,5.68,5.64,3.54 +46096,0.71,Premium,G,SI2,62.0,59.0,1740.0,5.69,5.65,3.52 +363,0.75,Very Good,H,VVS1,60.6,58.0,2806.0,5.85,5.9,3.56 +30479,0.31,Very Good,I,VVS1,63.1,59.0,732.0,4.31,4.25,2.7 +27597,2.09,Premium,H,VS2,62.2,58.0,18443.0,8.17,8.12,5.06 +29290,0.31,Ideal,G,SI2,61.9,55.0,436.0,4.37,4.39,2.71 +53319,0.71,Good,E,SI1,59.2,61.0,2651.0,5.8,5.85,3.45 +41308,0.38,Ideal,F,IF,62.2,54.0,1212.0,4.64,4.69,2.9 +48660,0.34,Good,H,VS2,63.2,55.0,537.0,4.46,4.5,2.83 +11460,1.15,Ideal,G,VS2,62.2,54.0,5008.0,6.74,6.65,4.17 +13728,0.27,Ideal,E,VS1,61.6,57.0,603.0,4.16,4.12,2.55 +12970,1.14,Ideal,J,VS1,61.5,57.0,5392.0,6.7,6.73,4.13 +12111,1.01,Premium,H,VS2,61.3,59.0,5166.0,6.41,6.45,3.94 +5951,0.9,Good,E,VS2,63.7,58.0,3948.0,6.06,6.09,3.87 +14852,1.21,Premium,F,SI2,59.0,60.0,5982.0,6.94,6.99,4.11 +39465,0.5,Fair,H,SI1,62.3,60.0,1078.0,5.09,5.06,3.16 +19748,1.5,Premium,G,SI2,60.7,58.0,8316.0,7.39,7.33,4.47 +4836,0.72,Ideal,H,VVS1,61.8,56.0,3708.0,5.75,5.78,3.56 +3328,0.9,Fair,H,VS2,65.6,55.0,3375.0,6.01,5.97,3.93 +19481,1.47,Premium,F,SI2,59.4,59.0,8115.0,7.47,7.42,4.42 +4112,0.9,Fair,H,VS2,64.8,58.0,3538.0,6.07,6.03,3.92 +28500,0.3,Ideal,E,VS1,61.1,58.0,673.0,4.3,4.34,2.64 +45151,0.5,Premium,F,VS2,61.8,58.0,1654.0,5.1,5.06,3.14 +52490,0.51,Good,E,VVS2,60.7,57.7,2523.0,5.17,5.19,3.14 +38327,0.5,Ideal,F,SI2,61.3,58.0,1020.0,5.1,5.12,3.13 +39522,0.51,Very Good,J,VS2,63.1,56.0,1080.0,5.13,5.1,3.23 +49209,0.55,Ideal,E,VS1,62.2,55.0,2079.0,5.26,5.22,3.26 +21662,1.23,Ideal,F,VS2,61.9,57.0,9759.0,6.86,6.9,4.26 +27066,2.74,Very Good,H,SI2,63.3,58.0,17184.0,8.88,8.84,5.61 +11348,1.01,Premium,F,SI1,61.8,59.0,4989.0,6.41,6.34,3.94 +5516,1.08,Ideal,I,SI2,61.9,55.0,3849.0,6.58,6.61,4.08 +35231,0.34,Good,H,VVS1,64.0,57.0,893.0,4.43,4.38,2.82 +15558,1.53,Good,I,SI2,63.9,59.0,6238.0,7.31,7.17,4.64 +5647,1.2,Very Good,J,SI2,59.6,62.0,3880.0,6.9,6.95,4.13 +47911,0.57,Premium,G,SI1,62.6,56.0,1915.0,5.29,5.26,3.3 +17480,1.51,Premium,H,SI2,62.3,62.0,7018.0,7.32,7.21,4.51 +43809,0.51,Premium,G,VS2,61.3,59.0,1443.0,5.17,5.11,3.15 +40249,0.5,Very Good,F,SI2,62.9,63.0,1125.0,4.99,4.93,3.12 +12075,1.62,Premium,J,SI2,61.8,59.0,5157.0,7.48,7.44,4.61 +51572,0.91,Fair,J,SI1,66.3,56.0,2390.0,5.92,5.99,3.95 +5785,0.9,Good,H,VS2,64.1,56.0,3902.0,6.0,6.05,3.86 +52815,0.71,Ideal,H,VS2,62.1,59.0,2572.0,5.73,5.68,3.55 +42166,0.52,Premium,D,SI1,62.0,60.0,1284.0,5.18,5.11,3.19 +348,0.72,Very Good,F,VS1,62.2,58.0,2804.0,5.75,5.7,3.56 +1961,0.79,Premium,F,VS2,60.7,60.0,3089.0,5.95,5.97,3.62 +1337,0.72,Premium,E,VS1,61.5,60.0,2961.0,5.79,5.75,3.55 +47744,0.59,Ideal,G,SI1,61.3,56.0,1891.0,5.41,5.43,3.32 +32997,0.38,Premium,H,SI1,61.2,62.0,812.0,4.66,4.62,2.84 +7263,1.05,Very Good,J,SI1,62.5,58.0,4199.0,6.47,6.52,4.06 +10123,1.01,Very Good,G,SI1,60.2,58.0,4719.0,6.5,6.59,3.94 +45973,0.3,Good,E,SI1,63.2,57.0,526.0,4.25,4.3,2.7 +25693,0.32,Very Good,D,SI1,60.0,56.0,644.0,4.5,4.53,2.71 +22442,1.59,Premium,I,VS2,62.9,56.0,10471.0,7.48,7.43,4.69 +12754,1.22,Ideal,H,SI2,62.3,55.3,5321.0,6.8,6.87,4.26 +14658,1.02,Ideal,G,VS2,62.6,58.0,5915.0,6.43,6.39,4.01 +38749,0.35,Premium,E,VVS1,61.0,58.0,1044.0,4.52,4.56,2.77 +33510,0.4,Very Good,J,IF,62.2,61.0,828.0,4.68,4.71,2.92 +47661,0.23,Very Good,E,VVS1,61.3,60.0,530.0,3.95,4.01,2.44 +46055,0.52,Premium,I,VVS1,60.1,58.0,1733.0,5.26,5.23,3.15 +28442,0.43,Very Good,E,SI2,59.9,57.0,671.0,4.88,4.94,2.94 +42460,0.5,Good,E,SI1,63.2,57.0,1316.0,5.03,5.06,3.19 +23667,1.53,Ideal,F,SI1,60.3,57.0,11713.0,7.45,7.52,4.51 +49789,0.51,Ideal,G,IF,61.6,54.0,2162.0,5.17,5.19,3.19 +3973,0.73,Ideal,D,VS1,61.1,57.0,3509.0,5.85,5.81,3.56 +28738,0.31,Ideal,E,VS2,61.6,56.0,680.0,4.32,4.38,2.68 +22333,1.21,Ideal,G,VVS2,62.0,56.0,10378.0,6.8,6.84,4.23 +366,0.71,Very Good,F,VS1,60.0,57.0,2807.0,5.84,5.9,3.52 +18526,1.17,Ideal,G,VS2,61.4,56.0,7550.0,6.77,6.81,4.17 +43310,0.51,Premium,F,VS2,62.7,59.0,1402.0,5.04,5.07,3.17 +26348,0.32,Very Good,F,VS2,61.1,58.0,645.0,4.39,4.42,2.69 +24723,1.67,Ideal,H,VS2,62.6,56.0,13063.0,7.57,7.55,4.73 +5219,0.91,Premium,D,SI2,62.3,57.0,3781.0,6.22,6.14,3.85 +8804,1.05,Premium,F,SI2,62.6,59.0,4475.0,6.43,6.47,4.04 +40821,0.51,Ideal,E,SI2,63.0,56.0,1170.0,5.14,5.12,3.23 +39619,0.3,Good,G,VS2,63.1,58.0,491.0,4.23,4.27,2.68 +21312,1.52,Ideal,I,VS2,62.1,59.0,9465.0,7.3,7.35,4.55 +11920,1.3,Good,J,SI2,62.9,56.0,5124.0,6.9,6.94,4.35 +16551,1.02,Very Good,E,VS2,59.2,58.0,6612.0,6.52,6.58,3.88 +46768,0.52,Ideal,D,VS2,60.3,56.0,1802.0,5.27,5.24,3.17 +13160,1.01,Good,D,SI1,63.1,60.0,5443.0,6.32,6.39,4.01 +2926,1.01,Very Good,G,I1,62.4,59.0,3288.0,6.35,6.41,3.98 +13693,1.01,Premium,E,SI1,62.8,59.0,5599.0,6.31,6.27,3.95 +26589,2.4,Premium,J,SI1,59.7,58.0,16304.0,8.75,8.71,5.21 +35804,0.39,Ideal,E,VS1,60.8,56.0,914.0,4.74,4.77,2.89 +19782,1.21,Ideal,E,VS1,62.2,57.0,8348.0,6.83,6.8,4.24 +15328,1.03,Very Good,F,VS2,62.3,59.0,6153.0,6.39,6.45,4.0 +41637,0.32,Ideal,J,VS2,62.2,57.0,504.0,4.38,4.36,2.72 +38076,0.36,Premium,F,VS1,60.7,58.0,1013.0,4.62,4.57,2.79 +53372,0.61,Ideal,G,IF,62.3,56.0,2659.0,5.42,5.46,3.39 +36104,0.37,Ideal,G,IF,60.5,56.0,926.0,4.66,4.7,2.83 +20119,1.31,Ideal,H,VS1,61.5,56.0,8583.0,7.06,7.0,4.32 +47451,0.53,Ideal,D,VS2,62.1,55.0,1857.0,5.17,5.2,3.22 +21008,1.04,Ideal,F,VVS2,61.7,55.0,9218.0,6.51,6.53,4.02 +19768,1.65,Ideal,J,SI1,62.5,56.0,8334.0,7.59,7.54,4.73 +11014,1.01,Ideal,D,SI2,61.3,54.0,4916.0,6.47,6.52,3.99 +13935,1.06,Ideal,H,VS2,60.5,57.0,5669.0,6.63,6.6,4.0 +33303,0.4,Good,F,VS2,63.4,54.4,826.0,4.68,4.73,2.99 +39998,0.41,Premium,F,VS2,61.6,59.0,1107.0,4.77,4.74,2.93 +26485,2.03,Premium,H,SI2,61.6,58.0,16075.0,8.17,8.09,5.01 +32109,0.36,Ideal,E,VS1,60.9,57.0,782.0,4.6,4.63,2.81 +23332,1.52,Ideal,H,VS2,61.8,54.0,11379.0,7.42,7.43,4.59 +14223,1.68,Good,E,I1,64.3,60.0,5765.0,7.44,7.48,4.8 +5211,0.9,Premium,D,SI2,59.8,61.0,3780.0,6.21,6.17,3.7 +27269,2.0,Ideal,F,SI2,62.0,57.0,17710.0,8.03,8.1,5.0 +23869,2.02,Premium,F,SI2,61.0,59.0,11962.0,8.2,8.13,4.98 +34418,0.3,Ideal,G,IF,62.1,55.0,863.0,4.32,4.34,2.69 +50174,0.51,Very Good,D,VVS2,62.4,58.0,2220.0,5.1,5.13,3.19 +6608,1.0,Good,H,SI2,63.0,56.0,4081.0,6.31,6.38,4.0 +36203,0.31,Ideal,G,VVS2,62.0,56.0,931.0,4.35,4.33,2.69 +23017,0.3,Premium,G,VS2,62.6,62.0,630.0,4.25,4.21,2.65 +1920,0.6,Ideal,E,VVS1,62.0,53.7,3082.0,5.4,5.44,3.36 +26931,2.06,Ideal,I,SI1,62.0,56.0,16960.0,8.12,8.17,5.05 +31249,0.4,Ideal,I,VVS2,62.0,54.0,758.0,4.74,4.77,2.95 +21766,1.08,Ideal,G,IF,62.3,56.0,9831.0,6.55,6.59,4.09 +5774,1.05,Good,G,SI2,63.7,59.0,3898.0,6.41,6.37,4.07 +50743,0.5,Ideal,E,VVS2,61.8,53.6,2297.0,5.1,5.13,3.16 +44524,0.52,Very Good,E,VS2,59.2,59.0,1601.0,5.23,5.27,3.11 +39907,0.5,Fair,G,SI1,67.1,59.0,1103.0,4.96,4.84,3.29 +39166,0.44,Premium,G,VS2,60.6,58.0,1063.0,4.96,4.9,2.99 +51358,0.7,Premium,H,VS1,60.5,58.0,2364.0,5.77,5.73,3.48 +24486,1.51,Good,G,VS2,63.3,60.0,12756.0,7.2,7.28,4.58 +13237,1.22,Premium,H,SI2,60.2,56.0,5466.0,6.96,6.93,4.18 +47234,0.71,Very Good,I,VS2,63.4,56.0,1840.0,5.65,5.61,3.57 +39182,0.35,Ideal,D,VS2,62.5,55.0,1063.0,4.55,4.5,2.83 +12734,1.18,Good,D,SI2,61.7,63.0,5315.0,6.67,6.72,4.13 +51200,0.73,Fair,I,VVS2,64.4,59.0,2351.0,5.65,5.62,3.63 +11899,1.0,Very Good,F,SI1,60.5,60.0,5119.0,6.38,6.45,3.88 +8345,1.02,Good,E,SI2,63.3,59.0,4398.0,6.32,6.42,4.03 +32657,0.31,Good,H,VVS2,63.7,55.0,802.0,4.32,4.28,2.74 +43375,0.5,Good,F,VS2,60.9,64.0,1409.0,5.12,5.1,3.11 +9322,0.9,Very Good,D,SI1,62.5,59.0,4579.0,6.11,6.15,3.83 +9657,1.01,Very Good,H,SI1,63.4,58.0,4642.0,6.38,6.34,4.03 +21321,1.51,Very Good,F,SI2,63.4,57.0,9471.0,7.29,7.25,4.61 +10614,1.2,Good,G,SI1,63.5,60.0,4828.0,6.68,6.74,4.26 +29471,0.32,Ideal,E,VS2,62.0,55.0,702.0,4.38,4.46,2.74 +33941,0.27,Ideal,H,VS1,62.3,56.0,464.0,4.15,4.17,2.59 +49940,0.7,Good,H,VS2,56.7,63.0,2187.0,5.87,5.92,3.34 +11215,1.23,Very Good,J,VS2,62.8,59.0,4960.0,6.75,6.82,4.26 +38157,0.32,Ideal,D,VVS2,61.7,55.0,1014.0,4.42,4.39,2.72 +43646,0.5,Premium,D,SI1,60.3,58.0,1433.0,5.12,5.1,3.08 +14738,1.09,Ideal,E,SI1,61.1,55.0,5935.0,6.66,6.7,4.08 +13272,1.0,Fair,G,VS2,63.7,55.0,5484.0,6.28,6.21,3.98 +28929,0.3,Very Good,G,VVS2,62.1,59.0,684.0,4.23,4.27,2.64 +17108,1.13,Premium,F,VS2,59.8,61.0,6822.0,6.81,6.76,4.06 +4015,1.02,Premium,E,I1,60.4,62.0,3519.0,6.52,6.47,3.92 +42397,0.61,Premium,D,SI2,60.8,57.0,1308.0,5.48,5.4,3.31 +5102,0.86,Fair,G,VS1,64.6,58.8,3756.0,5.95,6.04,3.87 +26438,2.02,Ideal,H,SI2,63.0,57.0,15974.0,8.01,8.06,5.06 +45232,0.59,Ideal,E,VS2,61.4,58.0,1657.0,5.38,5.4,3.31 +36317,0.32,Premium,G,VVS2,60.2,60.0,936.0,4.45,4.42,2.67 +7421,1.0,Premium,G,SI2,62.9,60.0,4227.0,6.35,6.3,3.98 +14912,1.07,Very Good,D,SI1,60.2,55.0,6002.0,6.64,6.68,4.01 +43430,0.5,Very Good,D,SI1,60.3,59.0,1415.0,5.11,5.14,3.09 +34503,0.4,Very Good,G,VVS2,60.6,59.0,868.0,4.74,4.8,2.89 +35313,0.36,Ideal,F,VVS2,61.5,56.0,896.0,4.58,4.61,2.82 +35101,0.3,Ideal,F,IF,61.4,56.0,886.0,4.32,4.34,2.66 +15836,1.01,Premium,E,VS2,63.0,60.0,6335.0,6.35,6.32,3.99 +43440,0.55,Premium,F,SI1,60.7,57.0,1415.0,5.3,5.27,3.21 +24975,2.04,Premium,J,VS2,61.4,59.0,13477.0,8.04,8.14,4.97 +880,1.0,Fair,H,SI1,65.5,62.0,2873.0,6.14,6.07,4.0 +36500,0.37,Premium,G,VS2,59.7,61.0,944.0,4.72,4.66,2.8 +11801,1.18,Premium,I,SI1,62.8,56.0,5088.0,6.74,6.71,4.22 +51875,0.71,Very Good,H,VS1,62.8,59.0,2428.0,5.61,5.7,3.55 +33308,0.4,Good,D,VS2,61.2,62.0,827.0,4.7,4.75,2.89 +29033,0.31,Ideal,H,VVS1,62.3,53.0,687.0,4.35,4.38,2.72 +36022,0.53,Very Good,I,SI1,59.7,63.0,923.0,5.22,5.3,3.14 +27961,0.3,Premium,E,VS2,59.9,59.0,658.0,4.33,4.38,2.61 +6787,1.02,Premium,I,SI1,61.7,58.0,4113.0,6.48,6.45,3.99 +30780,0.33,Ideal,E,VVS2,61.0,54.0,741.0,4.49,4.52,2.75 +2299,0.9,Good,I,VS2,62.4,65.0,3162.0,6.09,6.12,3.81 +29337,0.31,Good,H,VS1,64.0,59.0,698.0,4.28,4.25,2.73 +51941,0.73,Very Good,E,SI1,58.6,57.0,2441.0,5.91,6.0,3.49 +14683,1.03,Very Good,D,SI1,62.5,59.0,5924.0,6.45,6.48,4.04 +45807,0.5,Ideal,F,VS1,62.5,57.0,1710.0,5.06,5.09,3.17 +20571,1.21,Premium,F,VS1,62.5,60.0,8879.0,6.77,6.7,4.21 +36853,0.37,Premium,F,VS2,62.7,58.0,957.0,4.58,4.55,2.86 +35711,0.3,Ideal,D,VS2,60.9,57.0,911.0,4.35,4.32,2.64 +27812,0.28,Ideal,G,VVS1,61.8,55.0,650.0,4.19,4.23,2.6 +15488,1.01,Very Good,G,VS2,62.5,59.0,6204.0,6.34,6.37,3.97 +11627,1.13,Premium,H,SI1,60.9,59.0,5050.0,6.79,6.7,4.11 +15123,1.08,Ideal,D,SI1,61.8,56.0,6078.0,6.62,6.69,4.11 +50009,0.57,Ideal,H,IF,62.2,56.0,2195.0,5.3,5.33,3.3 +9418,1.01,Premium,G,SI1,62.5,60.0,4588.0,6.34,6.39,3.98 +10301,0.9,Very Good,E,SI1,62.8,58.0,4760.0,6.09,6.13,3.84 +52254,0.72,Very Good,G,SI1,62.5,60.0,2488.0,5.69,5.73,3.57 +8197,1.3,Premium,H,SI2,60.7,59.0,4368.0,7.06,7.0,4.27 +6071,0.92,Very Good,F,SI1,63.5,58.0,3967.0,6.16,6.12,3.9 +34078,0.34,Ideal,H,VVS2,61.1,56.0,852.0,4.52,4.55,2.77 +51248,0.7,Premium,D,SI2,60.5,58.0,2354.0,5.8,5.74,3.49 +46403,0.6,Ideal,H,SI1,61.4,55.0,1766.0,5.46,5.49,3.36 +2937,0.77,Good,E,VS2,63.4,57.0,3291.0,5.8,5.84,3.69 +3177,0.9,Ideal,G,SI2,62.5,55.0,3338.0,6.21,6.15,3.86 +1565,0.55,Ideal,F,VVS1,61.2,54.0,3005.0,5.3,5.35,3.26 +50433,0.71,Ideal,D,SI2,60.2,57.0,2262.0,5.77,5.83,3.49 +15983,1.21,Fair,G,SI1,64.6,60.0,6397.0,6.69,6.62,4.3 +53683,0.74,Very Good,D,SI2,63.1,58.0,2713.0,5.69,5.79,3.62 +37092,0.41,Ideal,E,SI1,62.6,57.0,969.0,4.73,4.72,2.96 +26176,1.55,Ideal,G,VVS2,61.9,54.0,15512.0,7.41,7.45,4.6 +35664,0.41,Premium,F,SI2,60.3,58.0,907.0,4.86,4.82,2.92 +2143,0.94,Good,D,SI2,57.9,61.0,3125.0,6.48,6.43,3.74 +155,0.76,Very Good,F,SI1,62.9,57.0,2770.0,5.79,5.81,3.65 +6014,0.88,Ideal,D,SI2,62.2,56.0,3962.0,6.12,6.16,3.82 +48671,0.74,Premium,E,SI2,62.2,57.0,2002.0,5.79,5.77,3.59 +12316,1.11,Good,I,VVS2,60.1,64.0,5221.0,6.73,6.62,4.02 +3918,0.83,Premium,F,VS2,60.2,60.0,3495.0,6.09,6.04,3.65 +44300,0.6,Premium,E,SI1,63.0,60.0,1577.0,5.44,5.39,3.41 +12010,1.14,Premium,I,VS1,60.3,57.0,5148.0,6.83,6.81,4.11 +19005,1.08,Premium,D,VS2,61.2,60.0,7824.0,6.63,6.61,4.05 +2229,0.9,Fair,G,SI1,65.4,59.0,3145.0,6.04,6.0,3.94 +15517,1.48,Premium,H,SI2,59.7,59.0,6216.0,7.46,7.42,4.44 +31469,0.34,Premium,H,VS1,61.6,59.0,765.0,4.54,4.49,2.78 +35143,0.37,Good,E,VS1,62.8,65.0,889.0,4.51,4.54,2.84 +20155,1.04,Premium,F,VVS2,62.1,56.0,8610.0,6.54,6.48,4.04 +47515,0.55,Very Good,D,VS2,59.8,57.0,1867.0,5.31,5.35,3.19 +52282,0.84,Ideal,J,SI1,61.8,56.0,2493.0,6.04,6.07,3.74 +8401,1.07,Premium,G,SI2,62.0,59.0,4401.0,6.54,6.5,4.04 +34676,0.41,Good,D,VS2,63.4,54.0,873.0,4.74,4.79,3.02 +13373,0.24,Very Good,D,VS1,62.9,56.0,419.0,3.96,3.99,2.5 +36395,0.4,Ideal,G,SI1,61.5,57.0,942.0,4.74,4.76,2.92 +28373,0.38,Ideal,I,SI1,61.5,56.0,668.0,4.67,4.7,2.88 +38796,0.31,Premium,G,VVS1,59.9,62.0,1046.0,4.37,4.35,2.61 +35269,0.3,Very Good,G,IF,62.8,57.0,895.0,4.28,4.32,2.7 +52887,0.72,Premium,H,VS2,60.7,59.0,2583.0,5.84,5.8,3.53 +27944,0.23,Very Good,G,VVS2,62.3,57.0,431.0,3.9,3.92,2.43 +29254,0.32,Ideal,G,VVS2,61.2,58.0,698.0,4.39,4.43,2.7 +16607,1.4,Ideal,J,VS2,62.2,57.0,6633.0,7.17,7.08,4.43 +31634,0.3,Ideal,H,SI1,62.0,56.0,450.0,4.29,4.32,2.67 +40280,0.32,Ideal,J,VVS1,62.3,54.0,494.0,4.41,4.43,2.75 +22118,1.53,Ideal,H,SI1,62.9,60.0,10145.0,7.36,7.28,4.61 +43267,0.3,Ideal,I,SI1,61.3,56.0,506.0,4.33,4.32,2.65 +3894,0.9,Very Good,I,VS2,63.4,56.0,3489.0,6.09,6.12,3.87 +27400,2.01,Ideal,H,VS1,61.9,57.0,17983.0,8.15,8.05,5.01 +31441,0.33,Ideal,F,VS1,62.8,55.0,765.0,4.41,4.45,2.78 +29804,0.3,Very Good,D,SI1,63.1,55.0,709.0,4.31,4.28,2.71 +39470,0.41,Ideal,E,VS1,61.4,57.0,1079.0,4.79,4.82,2.95 +25217,1.51,Ideal,G,VS1,61.7,54.0,13818.0,7.36,7.41,4.56 +53676,0.71,Premium,E,VS2,59.9,58.0,2711.0,5.78,5.81,3.47 +27038,0.32,Ideal,G,VS1,62.3,56.0,645.0,4.37,4.39,2.73 +52444,0.72,Ideal,F,SI1,62.4,57.0,2514.0,5.71,5.74,3.57 +42250,0.4,Ideal,F,IF,62.3,57.0,1292.0,4.69,4.71,2.93 +30910,0.34,Very Good,E,VS2,62.6,58.0,745.0,4.43,4.45,2.78 +9391,1.0,Premium,F,SI1,61.4,60.0,4586.0,6.38,6.35,3.91 +11227,0.83,Ideal,G,VVS1,61.9,56.0,4963.0,6.03,6.05,3.74 +25552,1.86,Very Good,H,SI1,62.6,58.0,14383.0,7.77,7.82,4.88 +22775,1.01,Premium,D,VVS2,61.6,58.0,10797.0,6.44,6.39,3.95 +3409,0.3,Ideal,F,VS2,60.3,57.0,568.0,4.34,4.39,2.63 +33395,0.31,Ideal,F,VVS1,62.4,55.0,828.0,4.33,4.36,2.71 +25036,0.34,Good,E,SI1,60.5,60.1,641.0,4.5,4.53,2.73 +41305,0.56,Ideal,I,SI1,61.8,54.0,1212.0,5.28,5.31,3.27 +20000,1.5,Very Good,E,SI2,62.8,57.0,8538.0,7.17,7.23,4.52 +34727,0.41,Ideal,E,VS2,62.3,54.0,875.0,4.74,4.8,2.97 +11270,1.06,Very Good,E,SI2,62.1,56.0,4972.0,6.52,6.59,4.07 +17280,1.31,Premium,I,VS2,62.4,61.0,6921.0,6.98,6.9,4.33 +52219,0.81,Premium,G,SI2,61.7,57.0,2482.0,5.99,5.94,3.68 +12239,1.04,Ideal,I,VS1,62.4,57.0,5199.0,6.44,6.48,4.03 +51698,0.7,Very Good,F,VS2,60.5,57.0,2400.0,5.74,5.79,3.49 +48337,0.54,Premium,E,VS1,61.3,56.0,1960.0,5.27,5.23,3.22 +24332,2.02,Fair,I,SI2,64.5,60.0,12592.0,7.94,7.82,5.08 +50843,0.7,Good,D,SI2,58.5,65.0,2310.0,5.79,5.76,3.38 +34012,0.43,Ideal,I,VVS1,61.6,54.0,848.0,4.88,4.92,3.02 +31839,0.34,Very Good,G,VVS2,61.7,56.0,775.0,4.47,4.51,2.77 +21421,1.2,Very Good,E,VS2,60.6,56.0,9529.0,6.85,6.87,4.16 +49356,0.71,Very Good,F,SI2,63.6,56.0,2098.0,5.58,5.67,3.58 +4689,1.01,Very Good,E,SI2,63.3,58.0,3674.0,6.4,6.31,4.02 +2352,0.84,Fair,F,VS2,65.0,57.2,3172.0,5.83,5.87,3.81 +9402,1.03,Premium,F,SI2,62.4,59.0,4586.0,6.45,6.38,4.0 +15846,1.37,Ideal,J,SI1,62.1,55.0,6339.0,7.13,7.16,4.44 +4174,0.75,Ideal,E,VS1,62.5,57.0,3555.0,5.8,5.85,3.64 +16670,1.01,Ideal,G,VS2,60.9,57.0,6663.0,6.48,6.51,3.95 +20190,1.51,Very Good,I,SI1,62.2,60.0,8637.0,7.23,7.3,4.52 +31644,0.25,Very Good,G,VVS1,63.7,54.0,451.0,3.98,4.03,2.55 +39684,0.52,Very Good,I,SI1,62.4,55.0,1088.0,5.1,5.12,3.19 +14605,1.15,Ideal,D,SI2,61.7,57.0,5891.0,6.72,6.76,4.16 +44555,0.52,Premium,F,VS2,62.5,58.0,1605.0,5.17,5.13,3.22 +30167,0.4,Very Good,D,SI1,62.5,61.0,720.0,4.66,4.69,2.92 +48360,0.56,Ideal,D,VS2,62.2,56.0,1963.0,5.24,5.28,3.27 +49891,0.51,Ideal,D,VS1,61.9,57.0,2177.0,5.17,5.14,3.19 +3901,0.72,Ideal,F,VS1,61.8,56.0,3489.0,5.72,5.77,3.55 +52147,0.72,Ideal,F,SI1,61.7,55.0,2470.0,5.74,5.77,3.55 +19931,1.54,Ideal,J,VS2,62.7,56.0,8479.0,7.32,7.36,4.6 +35402,0.35,Ideal,E,VS1,62.0,55.0,900.0,4.54,4.58,2.82 +32984,0.37,Very Good,E,VS2,63.0,58.0,811.0,4.53,4.58,2.87 +49713,0.73,Fair,D,SI2,65.5,60.0,2147.0,5.64,5.54,3.66 +36588,0.33,Ideal,G,IF,61.3,55.0,946.0,4.49,4.51,2.76 +30484,0.31,Ideal,D,SI1,61.0,57.0,732.0,4.41,4.38,2.68 +4165,0.9,Very Good,F,SI2,60.8,55.0,3552.0,6.25,6.28,3.81 +44494,0.52,Ideal,H,VS1,62.0,56.0,1598.0,5.14,5.2,3.21 +19133,1.06,Ideal,G,VVS2,61.0,57.0,7900.0,6.55,6.57,4.0 +11619,1.01,Very Good,G,SI1,62.8,56.0,5049.0,6.35,6.43,4.01 +547,0.72,Ideal,F,VS1,61.7,57.0,2829.0,5.77,5.74,3.55 +46831,0.53,Ideal,D,VS2,62.2,56.0,1809.0,5.17,5.18,3.22 +46836,0.76,Good,J,SI1,63.8,57.0,1809.0,5.78,5.74,3.67 +8690,1.02,Premium,F,SI2,61.1,59.0,4459.0,6.41,6.45,3.93 +9066,1.06,Good,J,VS2,63.5,60.1,4517.0,6.43,6.51,4.11 +22346,1.7,Premium,I,VS2,61.9,56.0,10396.0,7.55,7.5,4.66 +24869,1.5,Very Good,D,VS2,62.4,59.0,13287.0,7.21,7.27,4.52 +48704,0.56,Very Good,G,VVS2,61.6,56.0,2010.0,5.29,5.31,3.27 +21051,0.31,Premium,F,VS2,59.3,60.0,625.0,4.39,4.41,2.61 +8563,1.04,Very Good,H,SI2,62.9,57.0,4435.0,6.39,6.45,4.04 +37804,0.5,Very Good,J,SI1,63.2,55.0,1000.0,5.07,5.03,3.19 +40495,0.42,Premium,F,VVS2,60.3,59.0,1142.0,4.83,4.86,2.92 +5265,0.72,Ideal,F,VVS1,61.7,56.0,3795.0,5.73,5.77,3.55 +39152,0.33,Ideal,F,VVS1,62.1,56.0,1062.0,4.46,4.43,2.76 +20370,1.56,Ideal,J,VS1,62.5,56.0,8763.0,7.38,7.46,4.64 +39040,0.37,Ideal,G,IF,61.2,56.0,1056.0,4.61,4.64,2.83 +7414,1.07,Premium,J,VS2,62.8,57.0,4224.0,6.54,6.49,4.09 +14139,2.27,Fair,J,I1,67.6,55.0,5733.0,8.05,8.0,5.43 +8175,0.85,Ideal,E,SI1,61.6,57.0,4363.0,6.07,6.1,3.75 +25700,0.35,Premium,D,SI1,61.8,59.0,644.0,4.54,4.56,2.81 +45172,0.5,Premium,E,VS2,60.6,59.0,1654.0,5.17,5.06,3.1 +25980,2.22,Premium,I,SI2,62.9,59.0,15184.0,8.24,8.2,5.17 +7159,1.01,Fair,E,SI1,64.7,59.0,4181.0,6.23,6.11,3.99 +42478,0.5,Very Good,D,SI1,61.6,59.0,1318.0,5.12,5.14,3.16 +18181,1.0,Ideal,E,VS2,61.3,58.0,7370.0,6.41,6.44,3.94 +33799,0.32,Ideal,G,VVS1,61.1,53.0,842.0,4.4,4.44,2.7 +4093,1.02,Good,J,SI2,63.4,56.0,3534.0,6.36,6.42,4.05 +52768,0.77,Ideal,E,SI2,62.0,54.0,2563.0,5.89,5.92,3.66 +48131,0.9,Fair,G,I1,65.1,58.0,1939.0,6.05,5.99,3.92 +51052,0.71,Good,F,SI1,63.9,57.0,2331.0,5.57,5.61,3.57 +31829,0.34,Good,H,VVS1,63.2,58.0,775.0,4.41,4.45,2.8 +52713,0.52,Premium,D,VVS1,58.8,61.0,2553.0,5.31,5.27,3.11 +41988,0.43,Premium,G,VVS1,60.3,58.0,1264.0,4.91,4.87,2.95 +48109,0.5,Ideal,G,VVS2,62.1,55.0,1935.0,5.09,5.05,3.15 +46577,0.57,Very Good,E,VS2,61.0,57.0,1785.0,5.33,5.35,3.26 +31000,0.36,Ideal,E,VS1,61.4,56.0,747.0,4.59,4.63,2.83 +6358,0.9,Ideal,G,SI1,62.4,55.0,4036.0,6.19,6.15,3.85 +51695,0.71,Very Good,I,VVS2,59.5,60.0,2400.0,5.82,5.87,3.48 +41174,0.4,Ideal,G,VVS1,62.4,57.0,1200.0,4.78,4.74,2.97 +42455,0.5,Good,E,SI1,63.7,56.0,1316.0,5.02,5.06,3.21 +8238,0.85,Ideal,D,SI1,61.9,56.0,4373.0,6.03,6.09,3.75 +25314,2.07,Good,I,SI1,63.6,58.0,13993.0,8.09,7.99,5.11 +10641,1.02,Ideal,F,SI2,61.8,57.0,4832.0,6.49,6.43,3.99 +44302,0.53,Very Good,F,VS2,63.2,58.0,1578.0,5.13,5.16,3.25 +43851,0.47,Good,E,VS1,58.3,61.2,1447.0,5.11,5.15,2.98 +50725,0.59,Ideal,E,VS1,62.3,56.0,2294.0,5.4,5.38,3.36 +43346,0.57,Premium,E,SI1,58.9,59.0,1406.0,5.41,5.35,3.17 +27337,2.28,Premium,H,SI2,62.1,59.0,17892.0,8.4,8.44,5.23 +24600,1.63,Ideal,H,SI1,61.8,57.0,12910.0,7.5,7.54,4.64 +45671,0.52,Ideal,E,VS2,61.3,57.0,1694.0,5.22,5.19,3.19 +20394,0.31,Very Good,G,VS1,62.2,56.0,625.0,4.32,4.36,2.7 +20841,1.51,Good,I,SI1,63.9,59.0,9069.0,7.18,7.26,4.61 +41660,0.5,Good,H,VS2,56.3,65.0,1239.0,5.21,5.24,2.94 +16390,1.03,Ideal,F,VS2,59.1,55.0,6543.0,6.6,6.69,3.93 +36472,0.43,Ideal,G,VS1,62.3,56.0,943.0,4.82,4.85,3.01 +26715,0.32,Good,F,VS2,63.2,58.0,645.0,4.32,4.35,2.74 +29351,0.31,Ideal,G,VS2,62.0,57.0,698.0,4.37,4.34,2.7 +29232,0.33,Very Good,D,VS1,60.1,59.0,696.0,4.46,4.49,2.69 +1658,0.85,Ideal,G,SI1,61.6,55.0,3023.0,6.09,6.11,3.76 +51537,0.71,Ideal,F,SI2,61.6,57.0,2386.0,5.72,5.75,3.53 +20395,0.31,Very Good,F,VS2,62.8,57.0,625.0,4.34,4.36,2.73 +13235,1.22,Premium,I,SI1,62.2,57.0,5466.0,6.87,6.79,4.25 +23462,1.62,Premium,H,SI1,62.2,58.0,11455.0,7.5,7.46,4.65 +40524,0.52,Ideal,E,SI2,61.8,57.0,1146.0,5.14,5.18,3.19 +7390,0.33,Very Good,H,VS1,60.2,62.0,579.0,4.44,4.47,2.68 +27477,2.23,Premium,I,VS2,61.2,58.0,18149.0,8.43,8.36,5.14 +20655,1.01,Good,D,VVS2,63.7,57.0,8943.0,6.29,6.36,4.03 +34283,0.39,Premium,H,SI2,61.2,58.0,468.0,4.51,6.02,4.44 +5335,0.9,Very Good,H,VS2,61.6,63.0,3810.0,6.14,6.1,3.77 +53549,0.71,Very Good,D,SI1,61.7,59.0,2693.0,5.7,5.74,3.53 +25674,1.65,Ideal,G,VS2,61.9,57.0,14593.0,7.65,7.61,4.72 +33253,0.32,Ideal,E,VS1,61.5,55.0,825.0,4.43,4.45,2.73 +23695,2.02,Very Good,J,SI2,59.2,60.0,11757.0,8.27,8.39,4.91 +50403,0.59,Very Good,G,VVS1,61.5,55.0,2256.0,5.4,5.43,3.33 +4089,0.9,Very Good,D,SI2,60.6,61.0,3534.0,6.14,6.2,3.74 +9110,1.06,Ideal,I,VS2,62.3,56.0,4530.0,6.56,6.51,4.07 +28858,0.41,Ideal,E,SI2,61.9,57.0,683.0,4.76,4.8,2.96 +3143,0.7,Ideal,E,SI1,61.6,56.0,3330.0,5.7,5.72,3.52 +46024,0.57,Ideal,E,VS2,60.8,56.0,1728.0,5.35,5.4,3.27 +6935,0.8,Ideal,F,VVS2,61.6,57.0,4140.0,5.97,5.94,3.67 +52586,0.79,Good,D,SI2,63.9,56.0,2539.0,5.89,5.84,3.75 +42480,0.43,Ideal,G,IF,62.4,54.0,1318.0,4.84,4.87,3.03 +15327,1.22,Premium,H,SI1,62.4,58.0,6153.0,6.82,6.77,4.24 +53273,0.75,Fair,F,VS2,65.4,58.0,2648.0,5.63,5.68,3.7 +30257,0.31,Very Good,E,VVS1,62.5,59.0,725.0,4.3,4.34,2.7 +5282,0.9,Ideal,D,SI2,60.9,57.0,3798.0,6.2,6.24,3.79 +19671,1.1,Ideal,F,VS1,61.7,57.0,8279.0,6.67,6.65,4.11 +53822,0.71,Premium,E,VS2,59.9,58.0,2735.0,5.81,5.78,3.47 +46612,0.5,Ideal,G,VVS2,61.4,56.0,1787.0,5.11,5.15,3.15 +19848,1.52,Very Good,H,SI2,62.8,58.0,8408.0,7.25,7.3,4.57 +7753,0.92,Very Good,G,SI1,61.8,54.0,4281.0,6.25,6.37,3.9 +42044,0.51,Good,D,SI2,63.8,56.0,1268.0,5.09,5.07,3.24 +32199,0.35,Ideal,E,SI1,62.3,56.0,788.0,4.56,4.53,2.83 +20250,1.73,Premium,I,VS2,59.8,58.0,8680.0,7.8,7.79,4.66 +12224,1.0,Premium,F,SI1,60.7,60.0,5197.0,6.36,6.4,3.87 +2276,0.64,Ideal,E,VVS2,62.1,53.0,3157.0,5.51,5.54,3.43 +51107,0.73,Very Good,H,VS2,63.1,57.3,2337.0,5.65,5.7,3.59 +13812,1.01,Very Good,E,SI1,63.0,57.0,5627.0,6.28,6.36,3.98 +2190,0.71,Ideal,D,VS2,62.3,56.0,3137.0,5.68,5.72,3.55 +7898,1.0,Fair,H,VVS2,65.1,57.0,4312.0,6.27,6.23,4.07 +39328,0.34,Ideal,E,VVS2,62.3,57.0,1071.0,4.48,4.44,2.78 +49849,0.7,Premium,G,SI1,60.3,58.0,2170.0,5.73,5.77,3.47 +51394,0.66,Premium,F,VS1,60.8,58.0,2368.0,5.67,5.64,3.44 +11052,0.28,Very Good,E,VVS2,63.6,56.0,596.0,4.13,4.17,2.64 +43598,0.31,Ideal,I,VS1,61.2,55.0,507.0,4.37,4.39,2.68 +2639,0.96,Premium,I,SI2,62.7,58.0,3229.0,6.24,6.2,3.9 +21329,1.51,Very Good,E,SI1,62.9,62.0,9474.0,7.21,7.31,4.57 +19311,1.54,Premium,E,SI2,59.0,62.0,8020.0,7.59,7.56,4.47 +47685,0.56,Premium,E,VS1,60.1,61.0,1882.0,5.38,5.31,3.21 +8222,1.06,Premium,I,SI1,61.9,59.0,4372.0,6.5,6.52,4.03 +25989,1.54,Ideal,G,VVS2,62.5,57.0,15197.0,7.36,7.3,4.58 +8157,1.02,Ideal,H,SI2,61.0,58.0,4360.0,6.5,6.54,3.98 +37759,0.38,Ideal,G,VS1,62.5,56.0,998.0,4.64,4.58,2.88 +2919,0.91,Very Good,G,SI2,62.1,55.0,3287.0,6.16,6.21,3.84 +8707,0.28,Ideal,G,VVS2,61.6,56.0,586.0,4.18,4.2,2.58 +6178,0.81,Very Good,F,VVS2,63.1,56.0,3992.0,5.99,5.9,3.75 +35488,0.43,Very Good,G,SI1,63.1,58.0,903.0,4.79,4.75,3.01 +40892,0.38,Ideal,E,VVS2,62.0,57.0,1176.0,4.62,4.61,2.86 +44907,0.53,Ideal,F,VS1,61.7,56.0,1630.0,5.2,5.22,3.21 +27394,2.04,Very Good,H,SI1,63.0,58.0,17952.0,8.03,8.1,5.08 +10429,1.09,Ideal,H,SI1,61.9,56.0,4784.0,6.61,6.64,4.1 +6445,0.72,Ideal,D,VS1,61.7,56.0,4047.0,5.77,5.81,3.57 +13987,1.16,Ideal,G,SI2,61.6,55.0,5695.0,6.74,6.77,4.16 +44392,0.51,Very Good,E,VS1,58.1,60.0,1583.0,5.28,5.32,3.08 +20109,1.5,Ideal,G,SI2,61.4,56.0,8580.0,7.34,7.38,4.52 +315,0.76,Fair,G,VS1,59.0,70.0,2800.0,5.89,5.8,3.46 +24961,1.68,Premium,G,VS1,58.2,57.0,13445.0,7.89,7.85,4.58 +34417,0.3,Ideal,G,IF,62.0,54.0,863.0,4.33,4.35,2.69 +6198,1.03,Ideal,I,SI2,62.2,57.0,3997.0,6.5,6.46,4.03 +48555,0.58,Premium,G,VVS2,59.7,59.0,1990.0,5.4,5.45,3.24 +35749,0.3,Premium,D,VS2,62.5,58.0,911.0,4.29,4.26,2.67 +34647,0.31,Ideal,E,VS2,61.5,56.0,872.0,4.37,4.34,2.68 +53167,0.7,Very Good,D,SI1,59.4,63.0,2628.0,5.78,5.76,3.43 +1891,0.76,Ideal,I,VS2,61.7,56.0,3075.0,5.87,5.9,3.63 +37754,0.38,Ideal,D,VS2,62.0,56.0,998.0,4.68,4.64,2.89 +42119,0.5,Very Good,E,SI1,63.0,61.0,1279.0,5.03,5.07,3.18 +2376,0.32,Very Good,H,VS1,63.0,55.0,561.0,4.4,4.42,2.78 +12113,1.01,Ideal,G,SI1,62.2,55.0,5166.0,6.44,6.46,4.01 +37994,0.32,Ideal,F,VVS2,62.0,55.0,1008.0,4.41,4.39,2.73 +19071,1.51,Good,J,VS1,63.5,60.0,7848.0,7.23,7.29,4.61 +51400,0.7,Premium,F,VS2,61.1,62.0,2369.0,5.69,5.64,3.46 +45482,0.51,Ideal,D,VS2,62.2,58.0,1678.0,5.1,5.12,3.18 +28940,0.3,Premium,H,VVS1,62.7,59.0,684.0,4.29,4.32,2.7 +9279,1.0,Ideal,H,SI1,61.4,57.0,4564.0,6.37,6.34,3.9 +20976,1.53,Ideal,I,VS2,62.3,57.0,9189.0,7.3,7.35,4.56 +32646,0.31,Premium,H,VVS2,61.9,58.0,802.0,4.36,4.33,2.69 +31747,0.4,Very Good,D,SI1,61.4,56.0,772.0,4.72,4.83,2.93 +51679,0.72,Ideal,H,SI1,58.9,56.0,2398.0,5.91,5.88,3.47 +9247,1.01,Very Good,H,VS2,63.3,57.0,4559.0,6.32,6.27,3.99 +28667,0.29,Ideal,E,SI1,60.4,54.0,677.0,4.32,4.36,2.62 +19992,1.01,Very Good,F,VVS2,61.8,55.0,8532.0,6.36,6.45,3.96 +47968,0.52,Ideal,D,VS2,61.7,56.0,1919.0,5.18,5.16,3.19 +22723,1.56,Ideal,H,SI1,62.1,56.0,10739.0,7.44,7.46,4.63 +43688,0.5,Good,F,VS2,63.3,58.0,1436.0,4.98,5.03,3.17 +52804,0.94,Ideal,F,I1,61.5,55.0,2571.0,6.34,6.37,3.91 +10488,1.02,Very Good,H,SI1,62.9,59.0,4796.0,6.38,6.41,4.02 +17084,1.52,Premium,D,SI2,62.4,59.0,6810.0,7.36,7.29,4.57 +34844,0.3,Premium,G,VVS2,61.2,59.0,878.0,4.35,4.31,2.65 +29428,0.42,Very Good,D,SI2,60.0,61.0,700.0,4.85,4.89,2.92 +10908,1.01,Fair,G,VS2,64.9,56.0,4887.0,6.27,6.21,4.05 +34672,0.31,Premium,E,VS2,62.6,58.0,872.0,4.33,4.29,2.7 +13535,1.31,Premium,J,SI1,59.4,60.0,5546.0,7.12,7.06,4.21 +30939,0.24,Very Good,G,VVS2,62.0,56.0,449.0,3.99,4.03,2.48 +29696,0.31,Premium,G,VVS2,60.5,58.0,707.0,4.39,4.43,2.67 +41102,0.51,Fair,F,SI1,65.2,57.0,1193.0,5.03,5.09,3.3 +25991,2.2,Premium,J,VS1,61.7,59.0,15201.0,8.34,8.3,5.13 +4765,0.9,Good,D,SI1,63.9,57.0,3689.0,6.1,6.04,3.88 +31827,0.34,Very Good,G,VVS2,61.2,59.0,775.0,4.46,4.5,2.74 +23208,1.0,Very Good,E,IF,62.5,55.0,11214.0,6.28,6.39,3.96 +33153,0.31,Ideal,G,VVS1,61.7,57.0,816.0,4.34,4.38,2.69 +30539,0.31,Very Good,D,VS2,62.9,55.0,734.0,4.31,4.34,2.72 +24962,1.71,Very Good,H,VS2,62.6,59.0,13445.0,7.54,7.58,4.73 +24197,2.03,Premium,J,SI2,61.6,58.0,12380.0,8.15,8.12,5.01 +52956,0.24,Very Good,F,VVS1,59.0,59.0,552.0,4.05,4.08,2.4 +2119,1.02,Fair,J,SI2,65.0,59.0,3119.0,6.34,6.24,4.08 +46042,0.55,Premium,D,SI1,61.7,59.0,1728.0,5.3,5.23,3.25 +31591,0.3,Ideal,J,SI1,62.3,57.0,367.0,4.27,4.3,2.67 +50615,0.27,Very Good,G,VS1,58.8,57.0,399.0,4.25,4.36,2.53 +21986,1.51,Very Good,H,SI1,63.3,57.0,10053.0,7.23,7.34,4.61 +8702,0.3,Very Good,G,VS1,62.1,55.0,585.0,4.28,4.31,2.67 +27201,2.01,Very Good,F,SI2,62.3,63.0,17514.0,8.07,7.96,4.99 +29659,0.35,Ideal,G,VS1,60.5,57.0,706.0,4.55,4.58,2.76 +23823,1.7,Premium,I,VS2,62.2,58.0,11888.0,7.65,7.6,4.74 +1106,0.71,Premium,D,SI1,59.7,59.0,2913.0,5.8,5.82,3.47 +8597,1.03,Premium,E,SI2,61.0,60.0,4441.0,6.46,6.53,3.96 +13367,0.24,Very Good,F,VS1,62.5,58.0,419.0,3.95,3.96,2.47 +43419,0.41,Ideal,D,VVS1,62.7,56.0,1413.0,4.77,4.74,2.98 +19604,1.5,Ideal,H,VVS2,61.3,56.0,8224.0,7.37,7.28,4.49 +17158,1.51,Good,J,SI1,63.5,58.0,6851.0,7.24,7.29,4.61 +43271,0.3,Good,I,SI1,63.8,57.0,506.0,4.27,4.19,2.7 +45466,0.53,Ideal,E,VS2,61.5,56.0,1676.0,5.18,5.23,3.2 +50006,0.71,Ideal,G,SI2,59.5,57.0,2194.0,5.86,5.78,3.46 +37210,0.34,Ideal,G,IF,61.9,54.0,974.0,4.5,4.52,2.79 +8547,1.01,Very Good,H,SI1,62.1,60.0,4432.0,6.4,6.44,3.99 +1002,0.77,Ideal,D,SI1,62.6,57.0,2898.0,5.92,5.81,3.67 +51768,0.7,Ideal,F,SI1,62.2,56.0,2409.0,5.68,5.7,3.54 +17478,1.01,Premium,F,VS1,60.8,59.0,7017.0,6.45,6.41,3.91 +19484,1.04,Ideal,G,VVS1,62.5,55.0,8120.0,6.45,6.54,4.06 +9794,1.01,Ideal,E,SI2,61.1,57.0,4666.0,6.48,6.52,3.97 +25797,1.52,Ideal,G,VS1,61.1,56.0,14787.0,7.39,7.43,4.53 +32267,0.3,Good,G,VVS1,63.3,55.0,789.0,4.26,4.3,2.71 +16248,1.01,Premium,G,VS1,62.3,59.0,6499.0,6.38,6.42,3.99 +7470,1.0,Very Good,F,SI1,63.1,59.0,4234.0,6.29,6.22,3.95 +45888,0.52,Ideal,I,VS1,62.7,57.0,1720.0,5.17,5.14,3.23 +20242,1.24,Good,G,VS2,61.3,57.0,8672.0,6.78,6.88,4.19 +38615,0.3,Very Good,F,SI1,57.9,61.0,489.0,4.39,4.49,2.57 +34592,0.37,Ideal,J,SI1,61.4,57.0,469.0,4.62,4.66,2.85 +3487,0.9,Premium,I,VS2,61.8,59.0,3398.0,6.15,6.21,3.82 +40417,0.58,Ideal,G,SI2,62.0,57.0,1134.0,5.35,5.29,3.3 +1987,0.81,Very Good,G,SI1,62.3,59.0,3095.0,5.93,5.98,3.71 +29634,0.32,Ideal,J,VS1,62.0,54.7,442.0,4.39,4.42,2.73 +16066,1.01,Ideal,F,VS2,62.0,56.0,6416.0,6.46,6.51,4.02 +3396,0.32,Ideal,I,VVS2,62.2,54.5,567.0,4.38,4.42,2.74 +46521,0.51,Ideal,G,VS1,59.7,57.0,1781.0,5.25,5.2,3.12 +4725,0.33,Ideal,I,SI1,61.5,57.0,572.0,4.49,4.46,2.75 +40403,0.55,Ideal,J,VS2,60.4,58.0,1133.0,5.29,5.34,3.21 +20321,1.51,Very Good,J,VS2,59.7,59.0,8735.0,7.51,7.47,4.47 +13153,1.11,Premium,H,SI1,58.8,59.0,5439.0,6.79,6.74,3.98 +46189,0.52,Ideal,H,VVS1,61.0,56.0,1748.0,5.17,5.21,3.17 +17768,1.51,Very Good,G,SI2,63.1,58.0,7154.0,7.23,7.19,4.55 +1617,0.71,Very Good,F,VS1,62.1,53.0,3013.0,5.7,5.77,3.56 +26918,1.93,Premium,H,VS1,60.5,60.0,16941.0,7.98,8.06,4.85 +24531,1.5,Premium,G,VVS2,61.2,59.0,12821.0,7.4,7.31,4.5 +51715,0.7,Very Good,F,SI1,62.9,59.0,2401.0,5.62,5.67,3.55 +40198,0.52,Ideal,F,SI2,61.5,55.0,1121.0,5.17,5.2,3.19 +51850,0.7,Premium,F,SI1,61.3,59.0,2423.0,5.74,5.68,3.5 +18216,1.03,Ideal,F,VS2,62.3,56.0,7392.0,6.43,6.45,4.01 +19910,1.21,Premium,G,VS1,59.5,58.0,8456.0,7.01,6.97,4.16 +23939,1.52,Ideal,F,SI1,62.0,54.0,12071.0,7.36,7.44,4.59 +12915,1.2,Premium,H,SI2,62.2,58.0,5376.0,6.79,6.74,4.21 +35612,0.3,Very Good,H,VS2,61.1,61.0,473.0,4.29,4.32,2.63 +40634,0.41,Ideal,E,VS1,62.0,55.0,1153.0,4.77,4.74,2.95 +10154,1.1,Premium,D,SI2,62.4,58.0,4725.0,6.6,6.57,4.11 +20120,1.22,Premium,G,VS1,62.2,59.0,8583.0,6.82,6.87,4.26 +17902,1.01,Ideal,F,VS2,61.6,56.0,7229.0,6.48,6.45,3.98 +25505,1.52,Very Good,D,SI1,60.6,57.8,14295.0,7.4,7.46,4.51 +3393,0.27,Very Good,E,VVS2,59.4,64.0,567.0,4.16,4.19,2.48 +8596,1.03,Ideal,E,SI2,62.5,56.0,4441.0,6.45,6.48,4.04 +8891,1.06,Very Good,F,SI1,59.5,63.0,4488.0,6.62,6.59,3.93 +51853,0.7,Ideal,D,SI2,60.3,56.0,2423.0,5.77,5.73,3.47 +1192,0.72,Very Good,G,VVS2,62.2,57.0,2933.0,5.67,5.72,3.54 +15363,0.3,Very Good,G,VS1,61.7,60.0,605.0,4.24,4.28,2.63 +16584,1.02,Very Good,G,VS1,62.4,58.0,6622.0,6.37,6.42,3.99 +5395,0.3,Ideal,D,SI2,61.1,55.0,574.0,4.35,4.32,2.65 +21196,1.51,Very Good,E,SI2,61.1,60.0,9343.0,7.27,7.37,4.47 +25736,2.22,Premium,I,VS2,60.5,59.0,14662.0,8.41,8.37,5.08 +9191,1.04,Ideal,F,SI2,61.8,56.0,4547.0,6.49,6.53,4.02 +31826,0.34,Premium,H,VVS1,61.2,60.0,775.0,4.46,4.5,2.74 +40949,0.3,Good,F,SI1,63.5,59.0,500.0,4.19,4.22,2.67 +16622,1.13,Ideal,G,VS2,62.7,57.0,6644.0,6.68,6.65,4.18 +50544,0.66,Good,G,VS1,59.6,60.2,2275.0,5.66,5.71,3.38 +32687,0.31,Very Good,G,VS1,63.2,57.0,802.0,4.33,4.28,2.72 +48410,0.72,Very Good,H,SI2,62.9,57.0,1970.0,5.64,5.68,3.56 +42347,0.52,Ideal,E,SI2,61.9,56.0,1299.0,5.17,5.19,3.2 +35386,0.41,Ideal,G,VS1,61.4,55.0,899.0,4.78,4.8,2.94 +47757,0.5,Ideal,E,VS2,60.4,56.0,1892.0,5.15,5.21,3.13 +12582,1.07,Ideal,E,SI2,62.4,60.0,5280.0,6.49,6.52,4.06 +47865,0.52,Ideal,G,VVS2,61.7,55.0,1911.0,5.19,5.22,3.21 +43131,0.52,Premium,E,SI1,60.9,58.0,1387.0,5.21,5.17,3.16 +3492,0.81,Ideal,G,VS2,60.8,60.0,3398.0,5.98,6.0,3.64 +47345,0.5,Premium,D,VS2,61.1,58.0,1845.0,5.12,5.09,3.12 +49180,0.78,Premium,H,SI2,59.7,59.0,2074.0,6.03,5.97,3.58 +34804,0.31,Ideal,D,VS1,61.8,55.0,877.0,4.36,4.34,2.69 +16207,1.02,Ideal,F,VS2,62.7,54.0,6479.0,6.42,6.5,4.05 +14455,1.0,Fair,F,VS1,65.3,56.0,5833.0,6.28,6.25,4.09 +41830,0.46,Ideal,H,VS2,61.5,55.0,1252.0,4.98,5.01,3.07 +6890,1.23,Premium,I,SI1,60.3,60.0,4133.0,6.95,6.88,4.17 +46701,0.55,Premium,G,VS1,59.4,62.0,1792.0,5.36,5.32,3.17 +42881,0.53,Ideal,F,SI1,62.6,55.0,1359.0,5.17,5.22,3.25 +7027,0.9,Premium,F,SI1,59.9,59.0,4158.0,6.29,6.26,3.76 +34783,0.4,Ideal,H,VVS2,62.3,57.0,877.0,4.71,4.73,2.94 +32434,0.43,Ideal,F,SI1,61.8,56.0,792.0,4.84,4.87,3.0 +32266,0.3,Ideal,G,VVS1,62.3,55.0,789.0,4.29,4.31,2.68 +32671,0.31,Premium,G,VS1,61.2,59.0,802.0,4.37,4.35,2.67 +34150,0.33,Ideal,H,VVS2,61.9,57.0,854.0,4.44,4.41,2.74 +30490,0.31,Premium,D,SI1,62.2,52.0,732.0,4.37,4.34,2.71 +35196,0.31,Ideal,G,IF,61.2,56.0,891.0,4.36,4.4,2.68 +32047,0.37,Very Good,E,VVS2,61.2,55.0,779.0,4.63,4.68,2.85 +32773,0.34,Ideal,D,SI1,62.8,55.0,803.0,4.5,4.45,2.81 +25895,1.82,Very Good,G,SI1,62.7,58.0,15025.0,7.68,7.75,4.84 +28595,0.3,Premium,G,VS2,60.6,61.0,675.0,4.32,4.29,2.61 +41114,0.51,Good,H,VS2,64.1,54.0,1195.0,5.02,5.0,3.21 +49143,0.53,Ideal,D,VS2,60.8,56.0,2067.0,5.24,5.27,3.2 +7053,0.33,Premium,G,VS2,61.4,60.0,579.0,4.41,4.45,2.72 +24714,0.31,Very Good,G,VS1,61.6,56.0,640.0,4.35,4.38,2.69 +30264,0.36,Ideal,G,VS1,61.5,58.0,725.0,4.59,4.61,2.83 +43319,0.51,Premium,E,SI1,61.2,61.0,1402.0,5.16,5.13,3.15 +19113,1.05,Premium,F,VS1,61.0,58.0,7879.0,6.6,6.55,4.01 +22042,0.31,Ideal,I,VS1,62.8,55.0,628.0,4.35,4.31,2.72 +26055,1.75,Very Good,E,SI1,60.3,61.0,15255.0,7.74,7.82,4.69 +5279,0.79,Very Good,D,VS1,58.8,60.0,3798.0,6.03,6.08,3.56 +45239,0.61,Very Good,G,SI1,62.0,58.0,1659.0,5.43,5.48,3.38 +197,0.7,Premium,E,SI1,61.0,57.0,2777.0,5.73,5.68,3.48 +27787,0.37,Premium,E,SI1,61.8,58.0,649.0,4.59,4.64,2.85 +8676,1.11,Good,H,SI2,63.5,60.3,4456.0,6.49,6.58,4.15 +40139,0.7,Very Good,G,I1,63.1,56.0,1115.0,5.6,5.51,3.51 +16477,1.34,Premium,G,SI2,61.7,58.0,6583.0,7.1,7.04,4.36 +39489,0.41,Very Good,E,VS1,62.2,57.0,1079.0,4.74,4.78,2.96 +47798,0.57,Ideal,G,VS1,60.8,56.8,1899.0,5.36,5.39,3.26 +38040,0.37,Premium,G,VVS2,62.2,58.0,1010.0,4.6,4.56,2.85 +20705,0.31,Ideal,H,VVS2,62.3,55.0,625.0,4.36,4.37,2.72 +27183,2.2,Ideal,H,VS2,61.7,55.0,17460.0,8.41,8.38,5.18 +8800,1.03,Very Good,G,SI2,59.2,63.0,4473.0,6.55,6.6,3.89 +45219,0.51,Ideal,E,VS2,62.2,57.0,1656.0,5.08,5.11,3.17 +20266,1.71,Very Good,J,SI1,62.9,58.0,8690.0,7.58,7.64,4.79 +39272,0.31,Ideal,F,SI1,61.7,55.0,490.0,4.35,4.37,2.69 +23796,1.81,Premium,G,SI1,62.3,58.0,11854.0,7.75,7.68,4.81 +53344,0.7,Ideal,E,SI1,62.6,57.0,2656.0,5.64,5.67,3.54 +47291,0.3,Good,F,SI2,63.5,57.0,394.0,4.22,4.25,2.69 +20653,1.26,Ideal,H,VVS2,61.8,56.0,8941.0,6.9,6.93,4.28 +4285,1.0,Ideal,E,I1,61.8,56.0,3584.0,6.43,6.38,3.96 +16753,1.01,Premium,E,VS1,61.2,61.0,6670.0,6.41,6.33,3.9 +42692,0.5,Ideal,E,SI1,61.9,60.0,1337.0,5.06,5.09,3.14 +32112,0.3,Very Good,F,VVS1,61.8,55.0,783.0,4.32,4.35,2.68 +36297,0.32,Very Good,D,SI2,62.8,57.0,477.0,4.35,4.38,2.74 +38437,0.49,Premium,G,SI1,60.6,60.0,1026.0,5.1,5.06,3.08 +30704,0.42,Very Good,G,SI1,62.2,58.0,737.0,4.73,4.75,2.95 +31211,0.32,Ideal,D,SI1,61.3,55.0,756.0,4.42,4.39,2.7 +36450,0.31,Ideal,D,VS2,62.2,56.0,942.0,4.36,4.32,2.7 +9814,0.91,Premium,H,VS1,61.8,54.0,4670.0,6.32,6.27,3.89 +47943,0.51,Ideal,G,VVS2,62.4,56.0,1916.0,5.1,5.13,3.19 +11516,1.09,Ideal,G,SI1,62.2,56.0,5022.0,6.6,6.55,4.09 +51884,0.8,Premium,G,SI2,61.8,58.0,2429.0,5.92,5.98,3.68 +26056,2.0,Ideal,I,SI1,62.8,56.0,15258.0,8.04,7.95,5.02 +51220,0.5,Ideal,H,IF,61.8,56.0,2352.0,5.1,5.13,3.16 +4864,1.02,Premium,I,VS2,61.1,59.0,3713.0,6.4,6.37,3.9 +1840,0.72,Ideal,D,SI1,61.5,56.5,3062.0,5.76,5.79,3.55 +20592,1.52,Premium,D,SI2,60.2,60.0,8897.0,7.46,7.4,4.47 +40095,0.33,Ideal,G,VVS1,61.7,56.0,1114.0,4.47,4.45,2.75 +21381,0.34,Very Good,D,SI1,62.8,58.0,626.0,4.44,4.48,2.8 +35594,0.31,Premium,H,VVS1,60.5,58.0,907.0,4.43,4.4,2.67 +17298,1.3,Premium,I,VS1,62.2,59.0,6931.0,6.97,6.91,4.32 +38527,0.34,Ideal,E,VS1,62.4,55.0,1033.0,4.47,4.44,2.78 +23370,0.23,Good,F,VVS2,64.5,55.0,425.0,3.83,3.86,2.48 +11673,1.08,Ideal,G,SI2,61.3,57.0,5057.0,6.55,6.64,4.04 +20474,1.48,Very Good,H,SI1,62.5,59.0,8815.0,7.16,7.23,4.5 +10992,1.21,Premium,H,SI2,62.9,58.0,4913.0,6.74,6.69,4.23 +19665,1.41,Ideal,J,VS1,61.6,56.0,8275.0,7.19,7.22,4.44 +17432,1.5,Very Good,J,SI1,62.7,58.0,6987.0,7.22,7.26,4.54 +41519,0.55,Very Good,I,VS2,58.5,62.2,1235.0,5.39,5.4,3.16 +34863,0.3,Premium,G,VVS2,62.0,60.0,878.0,4.33,4.25,2.66 +48312,0.25,Ideal,F,VS2,62.9,55.0,535.0,4.01,4.05,2.53 +6417,0.71,Ideal,E,VVS2,62.0,53.9,4042.0,5.73,5.77,3.57 +41962,0.23,Very Good,E,VVS2,61.4,62.0,505.0,3.9,3.95,2.41 +18408,1.04,Very Good,G,VVS2,62.8,54.0,7481.0,6.39,6.5,4.05 +26401,2.01,Premium,H,SI2,63.0,59.0,15917.0,7.93,7.9,4.99 +51983,0.38,Good,H,SI2,63.4,57.0,547.0,4.58,4.63,2.92 +47529,0.71,Very Good,J,VS2,60.1,61.0,1869.0,5.77,5.82,3.48 +12401,1.12,Premium,D,SI2,60.5,59.0,5233.0,6.72,6.76,4.08 +24835,2.02,Premium,H,SI1,61.4,61.0,13229.0,8.09,8.03,4.95 +41228,0.43,Very Good,G,VVS1,61.3,57.0,1207.0,4.85,4.87,2.98 +3786,0.75,Ideal,E,VS1,62.0,55.0,3462.0,5.83,5.88,3.66 +2769,0.77,Ideal,D,SI1,60.8,57.0,3251.0,5.94,5.9,3.6 +39240,0.5,Very Good,F,SI2,61.4,61.0,1068.0,5.09,5.14,3.14 +51062,0.7,Very Good,I,VS1,62.2,57.0,2332.0,5.69,5.72,3.55 +53190,0.73,Ideal,D,SI1,60.2,56.0,2632.0,5.86,5.94,3.55 +14166,1.01,Very Good,G,VS2,62.7,61.0,5747.0,6.32,6.35,3.97 +5176,1.04,Premium,I,SI2,62.0,57.0,3774.0,6.53,6.47,4.03 +52873,0.55,Ideal,F,VVS2,62.3,54.0,2581.0,5.29,5.27,3.29 +3827,0.7,Ideal,D,SI1,61.6,57.0,3471.0,5.69,5.74,3.52 +35754,0.46,Fair,G,SI1,63.4,68.0,911.0,4.88,4.8,3.07 +53855,0.51,Ideal,D,VVS2,61.7,56.0,2742.0,5.16,5.14,3.18 +6698,0.31,Good,I,SI1,63.8,55.0,408.0,4.31,4.34,2.76 +52027,0.74,Premium,E,SI2,59.0,55.0,2447.0,6.03,5.94,3.53 +35921,0.43,Ideal,H,SI1,62.3,56.0,919.0,4.86,4.83,3.02 +31415,0.3,Ideal,G,VVS1,61.4,57.0,764.0,4.32,4.35,2.66 +26365,0.32,Very Good,G,VS1,63.0,55.0,645.0,4.35,4.38,2.75 +5489,0.9,Premium,G,VS2,59.0,58.0,3841.0,6.29,6.25,3.7 +30120,0.32,Ideal,G,VS2,62.0,57.0,720.0,4.41,4.39,2.73 +17194,1.24,Ideal,H,SI1,62.3,54.0,6867.0,6.88,6.9,4.29 +8568,0.9,Premium,F,SI1,61.4,55.0,4435.0,6.18,6.16,3.79 +5457,1.01,Very Good,I,SI1,62.0,58.0,3832.0,6.43,6.47,4.0 +18650,1.12,Ideal,H,VS1,60.9,57.0,7616.0,6.71,6.73,4.09 +24839,1.51,Ideal,G,VS2,62.0,56.0,13234.0,7.32,7.35,4.55 +46150,0.5,Premium,G,VS1,60.9,58.0,1746.0,5.23,5.09,3.14 +11330,1.5,Good,E,I1,62.4,64.0,4989.0,7.22,7.26,4.52 +40167,0.58,Very Good,G,SI2,63.3,58.0,1117.0,5.26,5.29,3.34 +53136,0.71,Ideal,E,SI2,61.2,57.0,2619.0,5.75,5.78,3.53 +48853,0.7,Good,E,SI2,63.6,65.0,2032.0,5.67,5.55,3.57 +28295,0.3,Ideal,G,SI1,61.6,57.0,432.0,4.29,4.34,2.66 +33651,0.38,Ideal,H,SI1,61.2,56.0,834.0,4.68,4.63,2.85 +31206,0.32,Ideal,D,SI1,61.4,57.0,756.0,4.42,4.41,2.71 +5249,1.01,Premium,J,VS1,63.0,55.0,3790.0,6.39,6.34,4.01 +39551,0.32,Ideal,G,VVS1,60.2,56.0,1080.0,4.49,4.45,2.69 +4163,0.92,Premium,D,SI2,62.5,59.0,3550.0,6.24,6.2,3.89 +48906,0.51,Very Good,F,VVS2,60.8,56.0,2041.0,5.17,5.2,3.15 +12876,1.03,Premium,H,VS2,62.6,56.0,5364.0,6.43,6.38,4.01 +39439,0.41,Premium,D,VS2,62.4,60.0,1076.0,4.75,4.71,2.95 +46512,0.62,Ideal,E,SI1,62.4,53.0,1779.0,5.47,5.5,3.42 +8125,0.9,Good,E,VS1,64.8,54.0,4353.0,6.12,6.07,3.95 +11765,0.9,Ideal,D,SI1,61.6,55.0,5081.0,6.23,6.27,3.85 +44795,0.5,Very Good,E,VS2,62.8,57.0,1624.0,5.04,5.12,3.19 +34366,0.41,Ideal,E,VS1,62.3,53.0,863.0,4.74,4.76,2.96 +47764,0.52,Ideal,E,VS1,62.0,53.0,1893.0,5.16,5.2,3.21 +40782,0.43,Good,F,VS1,61.4,61.1,1167.0,4.85,4.87,2.98 +50959,1.01,Very Good,I,SI1,60.9,63.0,2323.0,6.51,6.43,3.94 +22903,1.61,Premium,H,SI1,62.5,58.0,10942.0,7.51,7.46,4.68 +41485,0.39,Very Good,D,VVS2,62.9,58.0,1232.0,4.62,4.66,2.92 +13683,1.01,Good,G,VS2,63.6,60.0,5599.0,6.3,6.35,4.02 +11001,1.17,Good,I,SI1,63.6,61.0,4914.0,6.66,6.64,4.23 +15730,1.51,Fair,H,SI2,65.4,60.0,6291.0,7.06,6.96,4.6 +13605,1.2,Very Good,H,SI1,62.8,58.0,5567.0,6.73,6.8,4.25 +19935,1.22,Ideal,G,VS2,59.9,56.0,8485.0,7.01,6.97,4.19 +46107,0.59,Ideal,I,VVS1,61.0,55.0,1742.0,5.43,5.48,3.33 +33622,0.33,Ideal,G,SI2,61.4,54.0,463.0,4.44,4.48,2.74 +41831,0.4,Ideal,E,VS1,61.3,56.0,1252.0,4.76,4.8,2.93 +28865,0.4,Ideal,E,SI1,63.2,56.0,684.0,4.66,4.71,2.96 +8264,0.9,Very Good,H,VS2,63.0,57.0,4381.0,6.09,6.13,3.85 +7435,0.8,Premium,E,VVS2,62.9,59.0,4229.0,5.95,5.88,3.72 +11338,1.01,Premium,F,SI1,59.5,62.0,4989.0,6.53,6.45,3.86 +29900,0.3,Very Good,D,VS2,62.2,58.0,710.0,4.25,4.3,2.66 +471,0.7,Premium,F,VS2,61.8,60.0,2818.0,5.69,5.64,3.5 +18082,1.01,Good,G,VVS2,58.2,55.0,7306.0,6.65,6.68,3.88 +32913,0.33,Ideal,F,VVS2,61.9,56.0,810.0,4.42,4.46,2.75 +47157,0.45,Ideal,F,VVS1,61.8,55.0,1833.0,4.92,4.95,3.05 +51836,0.72,Ideal,F,SI2,62.0,55.0,2422.0,5.76,5.79,3.58 +32649,0.31,Ideal,H,VVS2,62.6,56.0,802.0,4.37,4.32,2.72 +8095,0.7,Ideal,F,VVS1,62.4,55.0,4341.0,5.65,5.69,3.54 +41065,0.4,Very Good,E,VVS1,62.9,56.0,1191.0,4.67,4.71,2.95 +5947,0.72,Ideal,E,VS1,61.1,57.0,3947.0,5.78,5.81,3.54 +22647,1.51,Ideal,F,SI1,62.5,57.0,10693.0,7.27,7.32,4.56 +10731,0.32,Very Good,E,VS2,61.6,58.0,594.0,4.4,4.47,2.73 +19773,1.51,Ideal,I,SI1,61.1,59.0,8342.0,7.4,7.37,4.51 +21641,1.51,Very Good,E,SI2,61.8,57.0,9731.0,7.34,7.32,4.53 +9409,0.92,Ideal,H,SI1,61.6,56.0,4587.0,6.21,6.25,3.84 +49852,0.87,Premium,F,I1,59.1,58.0,2170.0,6.25,6.21,3.68 +16659,1.25,Ideal,H,SI1,62.2,57.0,6661.0,6.86,6.9,4.28 +7198,0.85,Ideal,E,VS1,63.0,57.0,4189.0,6.08,5.99,3.8 +8875,1.04,Ideal,I,SI1,61.8,59.0,4484.0,6.46,6.48,4.0 +17396,0.32,Ideal,D,SI2,62.4,54.0,612.0,4.4,4.38,2.74 +25625,2.02,Very Good,H,SI2,60.8,60.0,14498.0,8.07,8.15,4.93 +48699,0.5,Good,E,VVS1,58.3,62.0,2008.0,5.16,5.23,3.03 +24992,2.02,Fair,H,SI1,66.3,57.0,13502.0,7.71,7.79,5.14 +2475,1.0,Good,H,SI2,62.0,64.0,3192.0,6.43,6.29,3.94 +42457,0.5,Premium,E,SI1,60.2,58.0,1316.0,5.15,5.18,3.11 +9157,0.9,Good,G,VS1,63.7,56.0,4540.0,6.07,6.15,3.89 +23425,1.86,Very Good,H,SI2,62.3,57.0,11416.0,7.82,7.85,4.88 +27893,0.32,Ideal,I,IF,61.6,56.0,655.0,4.4,4.43,2.72 +3999,0.7,Ideal,H,VVS1,61.5,57.0,3517.0,5.69,5.73,3.51 +14939,1.36,Premium,I,VS2,59.3,58.0,6017.0,7.21,7.18,4.27 +3281,0.8,Ideal,E,SI1,61.5,58.0,3362.0,5.96,6.0,3.68 +43870,0.55,Very Good,F,SI1,63.3,58.0,1449.0,5.21,5.18,3.29 +6979,1.08,Very Good,J,SI2,62.5,60.0,4152.0,6.51,6.57,4.09 +957,0.8,Ideal,F,SI1,62.4,57.0,2890.0,5.9,5.87,3.67 +23239,1.28,Ideal,G,VVS1,62.1,56.0,11248.0,6.96,6.93,4.31 +12461,1.01,Premium,F,SI1,59.8,60.0,5249.0,6.53,6.57,3.92 +45630,0.4,Ideal,D,VVS2,61.2,56.0,1693.0,4.76,4.78,2.92 +31678,0.26,Premium,E,VVS1,61.7,59.0,769.0,4.14,4.1,2.54 +4716,0.28,Very Good,E,VVS2,60.1,62.0,572.0,4.25,4.27,2.56 +53279,0.8,Good,G,SI1,63.9,57.0,2650.0,5.84,5.81,3.72 +15524,1.01,Very Good,E,VS2,62.9,58.0,6221.0,6.37,6.47,4.04 +37490,0.35,Ideal,E,VS2,62.1,56.0,984.0,4.53,4.52,2.81 +6742,0.33,Premium,E,SI1,60.4,59.0,579.0,4.43,4.47,2.69 +34034,0.4,Very Good,D,VS2,63.5,57.0,850.0,4.62,4.67,2.95 +26674,0.25,Ideal,H,VS1,61.9,54.0,426.0,4.07,4.1,2.53 +37315,0.38,Ideal,E,VS1,62.6,53.5,979.0,4.61,4.66,2.9 +13335,1.12,Very Good,G,SI2,61.2,58.0,5504.0,6.65,6.69,4.08 +35027,0.4,Premium,E,SI1,62.2,62.0,882.0,4.69,4.66,2.91 +34591,0.34,Ideal,J,VS1,61.9,53.9,469.0,4.5,4.53,2.79 +42638,0.5,Ideal,D,SI2,62.4,56.0,1332.0,5.1,5.06,3.17 +40817,0.38,Ideal,D,VS1,62.4,56.0,1170.0,4.68,4.64,2.91 +14232,1.04,Good,E,SI1,63.8,58.0,5766.0,6.46,6.39,4.1 +35924,0.43,Premium,E,SI2,60.8,58.0,919.0,4.88,4.86,2.96 +9140,1.13,Very Good,H,SI2,62.5,62.0,4537.0,6.59,6.66,4.14 +8730,0.27,Good,E,VVS1,63.9,57.0,586.0,4.07,4.1,2.61 +32229,0.31,Ideal,G,VVS1,62.0,55.0,789.0,4.34,4.37,2.7 +2461,1.01,Fair,J,VS2,65.8,55.0,3190.0,6.29,6.24,4.12 +11985,1.2,Very Good,J,SI1,61.2,55.0,5142.0,6.84,6.88,4.2 +42064,0.62,Ideal,I,SI1,61.9,54.0,1271.0,5.48,5.5,3.4 +41498,0.42,Ideal,F,VVS1,62.0,55.0,1233.0,4.8,4.84,2.99 +7004,1.06,Premium,D,SI2,60.9,60.0,4155.0,6.55,6.52,3.98 +37815,0.52,Premium,G,SI2,62.5,59.0,1001.0,5.1,5.07,3.18 +31301,0.32,Ideal,D,VS2,62.1,56.0,758.0,4.39,4.43,2.74 +36552,0.4,Ideal,E,SI1,60.5,57.0,945.0,4.81,4.77,2.9 +21227,1.2,Ideal,G,VVS2,62.2,56.0,9373.0,6.76,6.81,4.22 +52375,0.54,Premium,D,VVS2,62.0,59.0,2505.0,5.17,5.22,3.22 +38774,0.31,Premium,E,VVS2,61.9,58.0,1046.0,4.38,4.35,2.7 +49587,0.58,Ideal,G,VVS2,61.6,56.0,2135.0,5.37,5.4,3.31 +1897,0.71,Fair,D,VS2,64.7,58.0,3077.0,5.61,5.58,3.62 +44505,0.52,Ideal,D,SI1,62.4,56.0,1600.0,5.12,5.17,3.21 +15913,1.26,Ideal,G,SI2,61.8,57.0,6362.0,6.93,6.95,4.29 +29978,0.35,Ideal,I,IF,61.5,55.0,715.0,4.53,4.57,2.8 +30666,0.3,Premium,F,VVS2,61.0,59.0,737.0,4.3,4.33,2.63 +8265,0.9,Good,D,SI1,63.5,57.0,4381.0,6.11,6.15,3.89 +25431,1.5,Premium,E,VS2,62.3,60.0,14179.0,7.27,7.2,4.51 +47249,0.54,Ideal,D,VS2,61.2,56.0,1842.0,5.23,5.29,3.22 +18668,1.02,Ideal,F,VS2,62.6,57.0,7632.0,6.4,6.47,4.03 +37046,0.46,Good,E,SI1,62.7,58.0,967.0,4.87,4.92,3.07 +28711,0.23,Very Good,E,VVS2,63.3,56.0,680.0,3.92,3.88,2.47 +8890,1.06,Good,F,SI1,57.0,64.0,4488.0,6.8,6.71,3.85 +13930,2.0,Fair,I,I1,66.0,60.0,5667.0,7.78,7.74,5.1 +51194,0.7,Premium,E,SI1,60.1,58.0,2349.0,5.81,5.83,3.5 +12302,1.0,Good,H,VS1,61.8,61.0,5219.0,6.4,6.31,3.93 +7565,1.04,Very Good,D,SI2,58.2,59.0,4252.0,6.62,6.67,3.87 +49758,0.7,Good,E,SI2,63.1,56.0,2159.0,5.63,5.66,3.56 +44047,0.45,Premium,D,VVS2,59.8,59.0,1548.0,5.01,4.85,2.96 +27561,2.2,Premium,I,VS2,62.0,57.0,18364.0,8.38,8.34,5.18 +18162,1.2,Premium,E,SI1,60.3,57.0,7362.0,6.98,6.84,4.17 +47514,0.67,Very Good,H,VS2,62.9,55.0,1867.0,5.56,5.6,3.51 +17035,0.9,Good,E,IF,63.6,56.0,6804.0,6.11,6.02,3.86 +111,0.8,Ideal,F,SI2,61.4,57.0,2761.0,5.96,6.0,3.67 +43321,0.51,Very Good,E,SI1,63.3,59.0,1402.0,5.09,5.05,3.21 +20221,1.74,Premium,H,SI1,61.6,59.0,8653.0,7.7,7.62,4.72 +38029,0.4,Very Good,D,VVS2,62.2,62.0,1010.0,4.68,4.71,2.92 +53795,0.92,Premium,I,SI1,60.4,59.0,2730.0,6.31,6.24,3.79 +36031,0.41,Premium,G,SI1,62.5,57.0,923.0,4.72,4.69,2.94 +17058,0.34,Ideal,E,SI2,62.0,56.0,612.0,4.48,4.45,2.77 +7277,1.0,Good,H,SI1,63.7,55.0,4200.0,6.33,6.29,4.02 +7385,0.33,Very Good,E,SI1,63.0,54.0,579.0,4.38,4.42,2.77 +5138,1.12,Ideal,H,SI2,61.4,56.0,3763.0,6.69,6.66,4.1 +6589,0.97,Ideal,E,SI2,62.3,56.0,4078.0,6.28,6.33,3.93 +41848,0.51,Good,D,SI1,64.0,58.0,1255.0,5.03,5.06,3.23 +26876,2.23,Premium,G,SI2,61.4,58.0,16805.0,8.41,8.32,5.14 +772,0.71,Fair,D,VS2,56.9,65.0,2858.0,5.89,5.84,3.34 +31276,0.32,Very Good,I,VS2,63.0,57.0,449.0,4.33,4.37,2.74 +25380,0.31,Ideal,E,VS2,62.4,53.0,642.0,4.33,4.36,2.71 +14322,1.51,Fair,J,SI2,65.1,59.0,5801.0,7.13,7.09,4.63 +28734,0.31,Ideal,E,VS2,61.7,55.0,680.0,4.36,4.39,2.7 +17291,1.0,Very Good,F,VS2,61.9,58.0,6927.0,6.41,6.49,3.99 +3540,0.73,Ideal,G,VS1,60.7,57.0,3411.0,5.85,5.81,3.54 +44105,0.55,Ideal,G,VS2,62.4,56.0,1556.0,5.25,5.23,3.27 +28626,0.33,Ideal,H,SI2,61.4,55.0,433.0,4.47,4.49,2.75 +12788,1.0,Good,D,SI1,58.5,64.0,5331.0,6.53,6.49,3.81 +24696,0.3,Ideal,G,VVS2,62.2,54.0,638.0,4.29,4.33,2.68 +34802,0.31,Ideal,D,VS1,60.5,55.0,877.0,4.43,4.39,2.67 +52983,0.72,Very Good,H,VS1,60.1,57.0,2594.0,5.79,5.85,3.5 +32610,0.31,Ideal,H,VVS2,62.3,55.0,802.0,4.37,4.36,2.72 +46394,0.5,Premium,F,VS1,60.6,59.0,1764.0,5.19,5.14,3.13 +53513,0.71,Ideal,F,VS2,62.8,56.0,2686.0,5.66,5.61,3.54 +6397,1.02,Premium,H,SI1,59.1,60.0,4037.0,6.59,6.54,3.88 +35148,0.35,Ideal,D,VS1,60.8,57.0,890.0,4.57,4.61,2.79 +46486,0.9,Premium,G,I1,61.3,59.0,1777.0,6.2,6.15,3.78 +29107,0.34,Ideal,H,VS2,61.5,54.0,689.0,4.54,4.5,2.78 +23753,1.6,Premium,H,VS2,62.1,60.0,11796.0,7.51,7.44,4.64 +14458,1.37,Very Good,I,SI2,62.2,59.0,5834.0,7.07,7.17,4.43 +27076,1.51,Very Good,F,VVS2,61.3,61.0,17203.0,7.33,7.36,4.5 +19979,1.51,Premium,J,VS1,61.8,61.0,8524.0,7.26,7.21,4.47 +36928,0.41,Premium,G,VS1,61.5,58.0,961.0,4.8,4.76,2.94 +9886,1.1,Very Good,H,SI1,63.5,55.0,4682.0,6.55,6.49,4.14 +35790,0.32,Good,H,VVS1,64.3,58.0,912.0,4.33,4.28,2.77 +4760,0.81,Very Good,F,VS1,62.7,56.0,3689.0,5.92,5.98,3.73 +18184,1.11,Premium,F,VS2,61.9,58.0,7371.0,6.7,6.64,4.13 +43408,0.53,Ideal,D,SI2,62.9,54.0,1412.0,5.17,5.13,3.24 +49895,0.6,Very Good,E,VS1,63.2,56.0,2177.0,5.39,5.3,3.38 +34349,0.35,Ideal,D,VS1,60.1,57.0,862.0,4.58,4.61,2.76 +46703,0.55,Ideal,E,VS2,61.4,56.0,1792.0,5.32,5.26,3.25 +25666,1.98,Ideal,I,SI1,61.5,55.0,14581.0,8.04,8.13,4.97 +51839,0.78,Ideal,I,VS2,60.9,57.0,2422.0,5.97,5.92,3.62 +31172,0.41,Premium,E,SI1,60.2,60.0,755.0,4.78,4.82,2.89 +32892,0.36,Ideal,E,SI1,61.4,57.0,810.0,4.59,4.56,2.81 +44787,0.62,Very Good,E,SI2,58.8,63.0,1624.0,5.58,5.61,3.29 +42785,0.54,Premium,F,SI1,63.0,57.0,1349.0,5.23,5.18,3.28 +5472,1.01,Premium,F,SI2,59.2,58.0,3837.0,6.5,6.47,0.0 +6848,1.14,Ideal,F,I1,61.3,56.0,4124.0,6.76,6.74,4.13 +45721,0.55,Premium,F,VS2,62.2,58.0,1698.0,5.26,5.22,3.26 +44419,0.53,Ideal,D,SI1,61.2,57.0,1587.0,5.19,5.24,3.19 +10502,1.0,Fair,F,SI1,65.4,59.0,4798.0,6.27,6.2,4.08 +32331,0.3,Ideal,E,VVS2,61.8,56.0,789.0,4.33,4.35,2.68 +24588,1.58,Ideal,H,VVS2,62.0,56.0,12897.0,7.44,7.49,4.63 +37194,0.51,Ideal,G,SI2,60.6,57.0,973.0,5.17,5.2,3.14 +48993,0.7,Good,H,SI1,64.2,60.0,2048.0,5.52,5.6,3.57 +28788,0.37,Premium,D,SI1,60.4,59.0,681.0,4.62,4.68,2.81 +21412,1.13,Premium,G,IF,61.2,59.0,9525.0,6.71,6.78,4.13 +202,0.7,Premium,E,SI1,61.3,58.0,2777.0,5.71,5.68,3.49 +52648,0.24,Very Good,E,VVS2,60.9,58.0,552.0,4.03,4.05,2.46 +8366,0.9,Very Good,G,VS2,63.8,58.0,4400.0,6.08,6.12,3.89 +18342,1.7,Ideal,J,SI2,62.0,53.0,7464.0,7.68,7.65,4.75 +30578,0.31,Ideal,D,VS2,62.1,54.0,734.0,4.33,4.37,2.7 +15169,1.01,Ideal,D,SI1,63.0,57.0,6097.0,6.43,6.34,4.02 +6128,0.93,Premium,E,SI2,62.9,57.0,3984.0,6.25,6.19,3.91 +50454,0.71,Ideal,G,SI2,61.5,55.0,2264.0,5.74,5.78,3.54 +27209,2.02,Good,I,VS1,57.9,63.0,17533.0,8.13,8.21,4.73 +27088,2.15,Ideal,H,SI2,61.8,57.0,17219.0,8.3,8.24,5.11 +31583,0.35,Ideal,E,VS2,61.7,56.0,767.0,4.52,4.56,2.8 +22235,1.07,Ideal,E,VVS2,61.7,57.0,10288.0,6.61,6.55,4.06 +46898,0.56,Ideal,D,SI1,61.2,56.0,1814.0,5.34,5.31,3.26 +38758,0.51,Very Good,I,SI1,63.5,60.0,1046.0,5.03,5.05,3.2 +16006,1.22,Premium,E,SI1,59.7,61.0,6403.0,7.03,6.9,4.16 +38320,0.57,Ideal,G,I1,59.5,57.0,1019.0,5.46,5.42,3.24 +45355,0.56,Ideal,F,VS2,62.0,56.0,1664.0,5.27,5.31,3.28 +38025,0.5,Very Good,E,SI2,58.0,63.0,1009.0,5.22,5.19,3.02 +32672,0.31,Ideal,G,VS1,62.4,55.0,802.0,4.35,4.33,2.71 +38817,0.31,Premium,G,VVS1,63.0,58.0,1046.0,4.32,4.29,2.71 +39837,0.38,Very Good,E,VVS1,62.4,57.0,1098.0,4.62,4.71,2.91 +15711,0.24,Very Good,F,VVS1,60.4,56.0,608.0,4.05,4.07,2.45 +41662,0.54,Ideal,J,VVS1,62.2,54.0,1239.0,5.23,5.25,3.26 +13869,1.23,Premium,H,SI2,62.1,61.0,5648.0,6.86,6.79,4.24 +26265,2.01,Fair,I,VS2,66.3,57.0,15729.0,7.79,7.74,5.15 +52711,0.74,Premium,G,SI1,60.5,58.0,2553.0,5.93,5.88,3.57 +44986,0.31,Premium,G,SI2,60.3,59.0,523.0,4.37,4.35,2.63 +8336,0.9,Good,G,VS1,61.0,62.0,4395.0,6.16,6.24,3.78 +38347,0.32,Ideal,G,IF,60.9,56.0,1020.0,4.43,4.41,2.69 +3561,1.01,Premium,H,SI1,59.2,58.0,3417.0,6.58,6.56,3.89 +676,0.54,Ideal,D,VVS2,61.5,55.0,2848.0,5.25,5.29,3.24 +12293,1.21,Premium,H,SI2,61.9,55.0,5218.0,6.84,6.79,4.22 +53097,0.71,Premium,G,SI1,62.5,58.0,2613.0,5.66,5.61,3.52 +39875,0.33,Very Good,E,VVS1,61.5,57.0,1103.0,4.44,4.48,2.75 +13011,1.49,Good,I,SI2,64.3,59.0,5407.0,7.2,7.1,4.6 +28089,0.3,Fair,F,VS2,64.5,55.0,662.0,4.31,4.19,2.74 +46032,0.57,Premium,G,VS2,59.7,59.0,1728.0,5.41,5.37,3.22 +5554,1.01,Very Good,E,SI2,59.4,59.0,3857.0,6.49,6.51,3.86 +39177,0.35,Ideal,D,VS2,61.6,56.0,1063.0,4.56,4.53,2.8 +47386,0.54,Premium,E,VS2,59.2,58.0,1847.0,5.35,5.32,3.16 +30501,0.31,Ideal,D,SI1,61.5,56.0,732.0,4.35,4.33,2.67 +6523,1.1,Very Good,G,SI2,63.4,56.0,4066.0,6.56,6.54,4.15 +52513,0.73,Premium,F,SI1,61.7,58.0,2527.0,5.74,5.7,3.53 +3237,0.9,Good,I,VS2,58.5,66.0,3353.0,6.23,6.25,3.65 +47145,0.53,Ideal,F,VS1,62.4,57.0,1832.0,5.18,5.21,3.24 +26473,1.56,Ideal,G,VS1,61.3,56.0,16052.0,7.48,7.44,4.57 +49401,0.5,Very Good,E,VVS2,62.0,55.0,2105.0,5.08,5.11,3.16 +14873,1.01,Good,F,VS2,63.2,58.0,5988.0,6.33,6.36,4.01 +7455,0.78,Very Good,D,VS1,60.5,55.0,4234.0,6.0,6.03,3.64 +26498,1.52,Premium,G,VVS1,60.4,59.0,16104.0,7.48,7.38,4.49 +51168,0.8,Premium,H,SI2,62.2,58.0,2346.0,5.99,5.93,3.71 +30945,0.27,Ideal,H,VS1,62.2,56.0,449.0,4.12,4.15,2.57 +49967,0.33,Very Good,E,SI1,59.1,59.0,540.0,4.54,4.59,2.7 +1871,0.8,Very Good,G,SI1,62.1,56.0,3071.0,6.01,5.85,3.68 +35465,0.31,Ideal,F,IF,61.6,56.0,901.0,4.35,4.38,2.69 +25629,2.01,Premium,F,SI1,59.5,58.0,14502.0,8.21,8.18,4.88 +41196,0.52,Good,D,SI2,63.7,55.0,1203.0,5.1,5.11,3.25 +16662,1.03,Very Good,F,VS1,61.7,56.0,6662.0,6.47,6.49,4.0 +44560,0.52,Ideal,D,SI1,61.8,56.0,1605.0,5.18,5.15,3.19 +43846,0.4,Ideal,F,VVS1,61.7,57.0,1446.0,4.74,4.7,2.91 +39081,0.38,Ideal,D,VVS2,60.3,57.0,1060.0,4.77,4.71,2.86 +52857,0.72,Very Good,G,VS2,62.0,56.0,2578.0,5.75,5.77,3.57 +44148,0.54,Very Good,G,VS1,64.0,59.5,1563.0,5.12,5.17,3.3 +22421,1.14,Premium,E,VVS2,59.7,58.0,10446.0,6.91,6.83,4.1 +52919,0.71,Very Good,E,SI1,59.3,59.0,2590.0,5.83,5.87,3.47 +11710,0.34,Premium,G,VS2,62.0,59.0,596.0,4.43,4.47,2.76 +31035,0.31,Good,F,VS2,63.6,54.0,749.0,4.33,4.28,2.74 +10269,1.01,Ideal,E,SI2,59.2,56.0,4751.0,6.63,6.59,3.91 +46624,0.3,Premium,H,VS1,62.5,58.0,526.0,4.27,4.34,2.69 +34300,0.36,Very Good,G,VVS2,59.5,56.0,858.0,4.68,4.73,2.8 +13599,1.19,Very Good,D,SI2,63.5,57.0,5562.0,6.67,6.75,4.26 +2984,0.7,Premium,F,VVS1,62.4,56.0,3300.0,5.69,5.63,3.53 +8986,1.04,Very Good,F,SI2,63.1,60.0,4508.0,6.42,6.35,4.03 +13628,1.04,Ideal,H,VS1,62.7,55.0,5577.0,6.43,6.49,4.05 +24688,1.5,Ideal,G,VS2,62.2,58.0,13049.0,7.31,7.29,4.54 +18765,1.08,Ideal,E,SI1,61.5,55.0,7672.0,6.59,6.62,4.06 +36324,0.32,Ideal,G,VVS2,62.0,55.0,936.0,4.44,4.4,2.74 +23692,1.5,Very Good,D,SI1,61.0,61.0,11756.0,7.28,7.32,4.45 +27077,1.5,Premium,F,VVS2,58.8,58.0,17203.0,7.51,7.43,4.39 +53194,0.7,Very Good,G,VS2,62.2,61.0,2633.0,5.54,5.59,3.46 +8512,0.9,Premium,G,VS2,60.0,59.0,4424.0,6.3,6.23,3.76 +12756,1.0,Premium,E,SI1,59.7,57.0,5322.0,6.56,6.48,3.89 +48821,0.72,Very Good,J,VS2,62.2,58.0,2028.0,5.68,5.73,3.55 +29390,0.31,Very Good,E,SI1,63.1,57.0,698.0,4.31,4.28,2.71 +39543,0.4,Premium,F,VS2,62.6,58.0,1080.0,4.72,4.68,2.94 +53670,0.74,Very Good,H,VS1,61.9,59.1,2709.0,5.74,5.77,3.56 +39858,0.51,Ideal,F,SI2,61.0,55.0,1100.0,5.18,5.21,3.17 +50276,0.7,Good,E,SI1,62.7,61.0,2239.0,5.59,5.67,3.53 +15987,1.22,Ideal,I,SI1,62.3,58.0,6398.0,6.8,6.82,4.24 +39574,0.55,Premium,G,SI2,60.3,58.0,1081.0,5.33,5.35,3.22 +45772,0.52,Premium,G,VVS2,61.0,58.0,1707.0,5.15,5.21,3.16 +28298,0.24,Ideal,I,VVS1,62.3,57.0,432.0,3.98,3.95,2.47 +19380,0.4,Good,D,SI2,63.9,53.0,622.0,4.68,4.71,3.0 +3658,0.73,Very Good,F,VVS2,61.9,59.0,3442.0,5.72,5.84,3.58 +47299,0.3,Very Good,I,SI1,61.4,58.0,394.0,4.3,4.33,2.65 +36733,0.32,Ideal,G,IF,60.5,57.0,954.0,4.42,4.44,2.68 +51943,0.7,Good,F,VS1,63.7,57.0,2441.0,5.55,5.62,3.56 +52479,0.77,Premium,E,SI2,60.8,58.0,2519.0,5.96,5.98,3.63 +48227,0.57,Ideal,E,VS2,61.8,56.0,1949.0,5.33,5.29,3.28 +21732,1.17,Ideal,G,VVS1,62.2,53.0,9799.0,6.76,6.79,4.21 +52940,0.7,Premium,E,SI1,62.5,61.0,2592.0,5.72,5.57,3.55 +30478,0.31,Premium,I,VVS1,62.2,60.0,732.0,4.32,4.3,2.68 +5582,0.78,Ideal,D,VS2,62.2,55.0,3864.0,5.87,5.97,3.68 +25596,1.7,Good,G,VS1,63.5,56.0,14445.0,7.53,7.64,4.82 +26092,2.0,Fair,E,SI1,65.7,60.0,15330.0,7.7,7.8,5.09 +40633,0.41,Ideal,E,VS1,61.8,55.0,1153.0,4.8,4.75,2.95 +35476,0.39,Ideal,G,VVS2,60.6,57.0,902.0,4.72,4.75,2.87 +7685,0.96,Premium,D,SI2,60.0,61.0,4274.0,6.36,6.32,3.81 +16246,1.01,Good,G,VS1,63.7,57.0,6499.0,6.32,6.37,4.04 +39548,0.32,Ideal,G,VVS1,61.1,53.0,1080.0,4.44,4.4,2.7 +51366,0.71,Ideal,F,SI2,62.1,54.0,2365.0,5.73,5.76,3.57 +40005,0.41,Very Good,F,VS2,63.2,57.0,1107.0,4.76,4.74,3.0 +52052,0.72,Good,I,VS1,61.3,63.0,2451.0,5.67,5.75,3.5 +31431,0.3,Ideal,H,IF,62.3,54.0,764.0,4.34,4.36,2.71 +27824,0.34,Premium,D,SI2,60.7,61.0,650.0,4.51,4.45,2.72 +40826,0.52,Very Good,G,SI1,63.5,58.0,1170.0,5.14,5.1,3.25 +46532,0.51,Premium,G,VS1,62.0,52.0,1781.0,5.37,5.05,3.23 +46645,0.3,Premium,E,SI1,60.6,58.0,526.0,4.3,4.34,2.62 +19423,1.4,Ideal,H,SI1,62.4,56.0,8075.0,7.11,7.18,4.46 +22973,1.2,Premium,F,VVS2,62.2,58.0,11021.0,6.83,6.78,4.23 +21787,2.02,Fair,J,SI2,64.6,55.0,9853.0,7.93,7.84,5.09 +23138,1.27,Ideal,G,IF,61.5,58.0,11157.0,6.95,6.99,4.29 +41229,0.43,Premium,G,VVS1,62.2,58.0,1207.0,4.78,4.83,2.99 +8380,0.31,Very Good,F,VS2,58.3,61.0,583.0,4.44,4.48,2.6 +40344,0.39,Ideal,F,VVS1,61.4,54.0,1129.0,4.7,4.73,2.9 +11276,1.04,Ideal,G,SI2,61.9,58.0,4973.0,6.47,6.51,4.02 +50727,0.7,Ideal,H,SI1,62.6,55.0,2294.0,5.65,5.7,3.55 +43575,0.41,Ideal,E,VVS1,61.3,56.0,1431.0,4.81,4.79,2.94 +23078,2.0,Premium,J,SI2,60.9,54.0,11106.0,8.17,8.12,4.96 +31332,0.37,Ideal,F,VS2,61.7,55.0,759.0,4.61,4.73,2.88 +34998,0.35,Ideal,D,VVS2,61.6,56.0,882.0,4.55,4.57,2.81 +53690,0.55,Ideal,F,VVS1,60.6,57.0,2716.0,5.33,5.36,3.24 +40046,0.54,Good,E,SI2,63.9,54.0,1112.0,5.18,5.12,3.29 +6233,1.1,Premium,H,SI2,59.5,57.0,4004.0,6.81,6.74,4.03 +5891,0.9,Fair,F,VS2,64.7,54.0,3931.0,6.09,6.03,3.92 +32606,0.31,Ideal,G,VS1,61.3,56.0,802.0,4.38,4.36,2.68 +32205,0.35,Premium,E,SI1,62.9,58.0,788.0,4.52,4.48,2.83 +4950,1.01,Good,G,SI1,64.3,55.0,3733.0,6.34,6.31,4.07 +53664,0.8,Very Good,D,SI2,63.7,57.0,2708.0,5.87,5.9,3.75 +17307,1.29,Premium,D,SI2,59.4,62.0,6935.0,7.06,6.99,4.17 +6731,0.25,Premium,H,VVS1,60.1,62.0,577.0,4.11,4.08,2.46 +53933,0.7,Very Good,E,VS2,60.5,59.0,2757.0,5.71,5.76,3.47 +30978,0.37,Premium,F,VS2,59.7,59.0,746.0,4.64,4.68,2.78 +37462,0.42,Premium,G,VS1,59.4,59.0,984.0,4.9,4.86,2.9 +26103,1.53,Premium,G,VVS2,62.5,60.0,15365.0,7.31,7.34,4.58 +21901,1.65,Premium,G,SI2,62.2,58.0,9970.0,7.62,7.55,4.72 +11017,1.14,Ideal,H,SI1,62.2,57.0,4916.0,6.73,6.67,4.17 +49039,0.56,Ideal,G,VVS1,62.3,55.0,2055.0,5.25,5.31,3.29 +1611,0.82,Ideal,E,SI2,62.2,57.0,3012.0,6.0,5.97,3.72 +20791,1.52,Good,F,SI2,58.2,60.0,9028.0,7.52,7.63,4.41 +671,0.77,Premium,G,VS1,61.4,58.0,2846.0,5.94,5.89,3.63 +44645,0.28,Very Good,H,VVS2,62.7,54.0,522.0,4.16,4.19,2.61 +3945,0.71,Ideal,D,SI1,60.8,57.0,3502.0,5.75,5.78,3.5 +2158,0.75,Very Good,F,VS1,63.2,57.0,3129.0,5.78,5.74,3.64 +38413,0.35,Premium,G,VVS2,62.8,58.0,1024.0,4.48,4.44,2.8 +43546,0.51,Ideal,H,VS2,60.1,60.0,1428.0,5.19,5.14,3.1 +2688,0.71,Ideal,D,VS2,63.0,56.0,3245.0,5.69,5.65,3.58 +49759,0.77,Ideal,J,VS2,61.4,55.0,2159.0,5.9,5.95,3.64 +50732,0.72,Ideal,G,SI2,62.3,54.0,2295.0,5.76,5.79,3.6 +2083,0.76,Very Good,E,VS2,61.0,58.0,3111.0,5.88,5.93,3.6 +17927,1.01,Ideal,E,VS2,59.3,57.0,7240.0,6.57,6.51,3.88 +48016,0.5,Premium,E,VS2,60.3,58.0,1920.0,5.15,5.13,3.1 +31176,0.35,Ideal,H,VVS1,62.0,55.0,756.0,4.52,4.54,2.81 +21282,2.0,Very Good,I,SI2,63.1,56.0,9435.0,7.98,7.84,5.0 +14134,1.01,Very Good,D,SI1,62.9,58.0,5731.0,6.33,6.38,4.0 +15020,1.2,Premium,H,VS2,62.4,57.0,6048.0,6.73,6.67,4.18 +47570,0.51,Very Good,G,VVS2,62.9,57.0,1875.0,5.09,5.12,3.21 +37126,0.39,Very Good,E,VVS2,61.9,58.0,971.0,4.66,4.68,2.89 +38928,0.38,Very Good,E,VVS1,60.0,59.0,1053.0,4.66,4.68,2.8 +51179,0.76,Very Good,F,SI2,63.3,55.0,2347.0,5.79,5.83,3.68 +47835,0.52,Ideal,G,VVS2,62.3,56.0,1906.0,5.15,5.18,3.22 +9615,1.08,Ideal,J,SI1,62.1,55.0,4633.0,6.54,6.57,4.07 +24458,1.74,Ideal,H,SI1,61.9,55.0,12720.0,7.74,7.71,4.78 +30944,0.24,Ideal,H,VVS1,62.4,56.0,449.0,3.99,4.03,2.5 +51985,0.25,Very Good,F,VVS2,63.0,57.0,548.0,3.98,4.08,2.54 +3685,0.81,Ideal,H,SI1,61.4,56.0,3446.0,6.0,6.05,3.7 +10462,1.24,Very Good,J,SI2,62.8,58.0,4789.0,6.77,6.83,4.27 +46522,0.51,Ideal,G,VS1,62.2,55.0,1781.0,5.14,5.11,3.19 +48748,0.8,Premium,J,SI1,58.4,59.0,2016.0,6.12,6.04,3.55 +49245,0.51,Ideal,F,VS1,61.7,55.0,2085.0,5.14,5.17,3.18 +37501,0.5,Ideal,J,VS1,63.0,56.0,984.0,5.08,5.05,3.19 +3954,0.7,Ideal,E,VS2,61.3,57.0,3504.0,5.73,5.75,3.52 +53815,0.77,Good,H,VVS2,64.3,57.9,2734.0,5.7,5.86,3.71 +31638,0.3,Very Good,J,SI1,63.4,54.0,450.0,4.29,4.23,2.7 +44647,0.28,Very Good,G,VVS2,61.4,55.0,522.0,4.21,4.24,2.59 +34635,0.31,Ideal,E,VS2,60.5,56.0,872.0,4.41,4.38,2.66 +16784,1.24,Premium,H,SI1,60.2,60.0,6686.0,6.91,6.94,4.17 +51899,0.71,Very Good,I,VS1,62.2,59.0,2432.0,5.7,5.74,3.56 +38144,0.3,Ideal,G,VVS1,62.9,57.0,1013.0,4.3,4.26,2.69 +4721,0.37,Ideal,F,SI2,60.9,56.0,572.0,4.65,4.68,2.84 +6564,1.01,Good,F,SI2,56.9,60.0,4077.0,6.68,6.64,3.79 +11861,1.03,Premium,G,SI1,60.5,60.0,5105.0,6.52,6.48,3.93 +41157,0.48,Good,G,VS1,58.6,62.0,1199.0,5.14,5.2,3.03 +37549,0.31,Ideal,E,VVS1,61.8,56.0,988.0,4.36,4.34,2.69 +32560,0.4,Ideal,H,VS2,61.6,57.0,800.0,4.71,4.74,2.91 +43153,0.52,Ideal,E,SI1,62.3,56.0,1389.0,5.12,5.16,3.2 +48354,0.56,Ideal,D,VS2,61.4,57.0,1963.0,5.32,5.36,3.28 +49814,0.7,Very Good,I,VS2,61.1,60.0,2166.0,5.67,5.75,3.49 +20480,1.25,Premium,G,VS2,62.6,58.0,8820.0,6.87,6.8,4.28 +7050,1.0,Fair,G,SI1,63.1,59.0,4163.0,6.32,6.27,3.97 +18678,1.06,Ideal,F,VS2,61.1,56.5,7637.0,6.57,6.6,4.03 +30199,0.42,Premium,E,SI1,60.0,58.0,722.0,4.85,4.89,2.92 +40951,0.42,Premium,D,VS1,60.8,59.0,1179.0,4.79,4.85,2.93 +7608,0.84,Very Good,G,VVS2,60.4,55.0,4259.0,6.07,6.12,3.68 +32592,0.32,Ideal,G,VVS1,62.1,54.0,802.0,4.4,4.43,2.74 +25401,1.64,Premium,E,SI1,59.5,58.0,14107.0,7.64,7.72,4.57 +24031,0.35,Ideal,G,VS2,61.0,57.0,633.0,4.54,4.57,2.78 +36102,0.4,Ideal,H,VS2,61.4,57.0,926.0,4.72,4.79,2.92 +18154,1.51,Premium,J,VS2,60.7,60.0,7357.0,7.43,7.36,4.49 +13310,1.24,Very Good,I,SI2,61.6,59.0,5497.0,6.87,6.9,4.24 +15731,0.95,Ideal,F,SI1,61.7,56.0,6291.0,6.31,6.34,3.9 +12912,1.0,Fair,E,VS2,65.0,58.0,5376.0,6.21,6.16,4.02 +25459,2.28,Good,J,SI1,63.7,55.0,14220.0,8.28,8.35,5.3 +5617,1.12,Ideal,G,I1,60.3,57.0,3874.0,6.73,6.8,4.08 +30995,0.3,Ideal,G,VVS1,60.4,58.0,747.0,4.36,4.38,2.64 +6917,0.9,Premium,G,VS2,62.0,60.0,4137.0,6.19,6.14,3.82 +12964,1.0,Very Good,D,SI1,61.3,54.0,5390.0,6.37,6.39,3.91 +8102,1.01,Very Good,J,SI1,61.9,58.0,4346.0,6.36,6.4,3.95 +3763,0.9,Premium,F,SI2,61.1,54.0,3457.0,6.29,6.27,3.84 +43453,0.5,Good,E,SI1,63.7,56.0,1415.0,5.06,5.02,3.21 +6227,1.02,Very Good,H,SI2,58.3,61.0,4004.0,6.57,6.63,3.85 +40791,0.31,Ideal,F,IF,61.0,56.0,1168.0,4.38,4.41,2.68 +39170,0.4,Ideal,J,IF,62.6,56.0,1063.0,4.75,4.71,2.96 +14340,1.0,Very Good,G,VS2,63.1,61.0,5806.0,6.38,6.33,4.01 +3295,0.8,Good,E,VS2,63.3,59.0,3365.0,5.82,5.87,3.7 +30834,0.33,Premium,H,VS1,59.7,59.0,743.0,4.53,4.52,2.7 +25164,1.7,Premium,F,VS2,62.5,61.0,13737.0,7.54,7.45,4.69 +48827,0.71,Very Good,I,SI1,60.4,63.0,2028.0,5.8,5.73,3.48 +13105,1.07,Premium,H,VS2,62.1,59.0,5424.0,6.56,6.52,4.06 +53730,0.57,Ideal,F,VVS2,60.6,56.0,2722.0,5.35,5.38,3.25 +3011,1.0,Very Good,D,SI2,63.4,58.0,3304.0,6.33,6.3,4.01 +46077,0.58,Ideal,D,SI1,61.1,57.0,1737.0,5.36,5.41,3.29 +13849,1.5,Fair,H,I1,65.5,58.0,5645.0,7.02,6.96,4.58 +16494,1.11,Premium,F,VS2,63.0,56.0,6589.0,6.62,6.49,4.15 +27943,0.23,Very Good,G,VVS2,62.6,54.0,431.0,3.91,3.95,2.46 +21902,1.53,Very Good,G,SI1,62.5,56.0,9971.0,7.32,7.36,4.59 +29445,0.5,Fair,G,I1,64.6,60.0,701.0,5.04,4.96,3.23 +40947,0.3,Good,F,SI1,63.6,55.0,500.0,4.28,4.33,2.74 +2542,0.75,Ideal,E,VS2,61.7,56.0,3206.0,5.84,5.86,3.61 +20922,1.2,Very Good,D,VS2,63.5,58.0,9138.0,6.68,6.71,4.25 +52988,0.74,Ideal,E,SI2,60.9,57.0,2594.0,5.83,5.89,3.57 +24977,2.0,Good,H,SI2,63.6,57.0,13480.0,8.01,7.97,5.08 +22677,1.44,Ideal,D,SI1,63.0,55.0,10725.0,7.23,7.18,4.54 +49432,0.7,Ideal,H,SI1,61.9,57.0,2107.0,5.66,5.69,3.51 +38963,0.31,Ideal,H,VS2,62.4,55.0,489.0,4.33,4.36,2.71 +15084,1.17,Very Good,D,SI2,60.9,60.0,6062.0,6.72,6.78,4.11 +13708,1.07,Ideal,E,SI2,61.5,56.0,5602.0,6.58,6.61,4.06 +45296,0.51,Premium,E,VS2,60.6,58.0,1662.0,5.15,5.12,3.11 +14019,1.01,Premium,G,VS2,61.1,60.0,5701.0,6.46,6.37,3.92 +30580,0.31,Ideal,D,VS2,61.9,56.0,734.0,4.37,4.38,2.71 +11436,1.0,Very Good,D,SI1,62.8,58.0,5005.0,6.35,6.39,4.0 +8881,1.02,Ideal,J,VS2,62.0,56.0,4485.0,6.42,6.45,3.99 +12868,1.12,Premium,H,SI1,61.6,59.0,5363.0,6.67,6.63,4.1 +11462,1.11,Very Good,H,SI1,62.0,56.0,5010.0,6.61,6.65,4.11 +31843,0.41,Very Good,J,VVS1,60.1,58.0,775.0,4.79,4.83,2.89 +35517,0.43,Very Good,I,VVS1,63.0,56.0,905.0,4.83,4.86,3.05 +37060,0.43,Premium,G,SI1,60.4,58.0,968.0,4.9,4.87,2.95 +43618,0.26,Ideal,H,VVS2,62.5,54.0,508.0,4.11,4.14,2.58 +44253,0.51,Very Good,D,SI1,63.5,55.0,1574.0,5.09,5.08,3.23 +27123,2.26,Ideal,H,SI2,62.2,56.0,17312.0,8.38,8.35,5.2 +555,0.8,Ideal,I,VS2,62.1,54.4,2830.0,5.94,5.99,3.7 +8071,1.01,Ideal,I,SI2,62.4,57.0,4336.0,6.37,6.41,3.99 +44169,0.47,Very Good,E,VS1,61.8,58.0,1566.0,4.97,5.03,3.09 +36684,0.4,Ideal,E,VS1,62.2,58.0,951.0,4.72,4.74,2.94 +42650,0.5,Good,F,VS2,63.6,58.0,1333.0,5.02,5.05,3.2 +28926,0.3,Ideal,G,VVS2,61.5,55.0,684.0,4.3,4.32,2.65 +9836,1.01,Premium,D,SI2,60.9,62.0,4672.0,6.45,6.43,3.92 +5876,0.91,Good,F,SI1,63.7,58.0,3924.0,6.17,6.1,3.91 +22642,1.51,Premium,G,SI1,62.4,62.0,10688.0,7.25,7.12,4.48 +29102,0.34,Premium,I,VS1,61.0,60.0,689.0,4.51,4.48,2.74 +38382,0.42,Premium,E,VS2,61.0,60.0,1024.0,4.85,4.82,2.95 +25143,2.29,Premium,G,SI2,60.1,58.0,13711.0,8.63,8.58,5.17 +34652,0.31,Ideal,E,VS2,61.4,54.0,872.0,4.4,4.33,2.68 +19852,1.18,Very Good,G,VS2,62.7,54.7,8411.0,6.74,6.77,4.23 +40432,0.42,Ideal,G,SI1,61.6,56.0,1136.0,4.83,4.85,2.98 +17745,1.56,Premium,J,VS1,61.3,59.0,7144.0,7.54,7.49,4.61 +44946,0.58,Premium,F,SI1,61.0,57.0,1634.0,5.41,5.34,3.28 +50672,0.34,Ideal,D,IF,62.1,57.0,2287.0,4.46,4.52,2.79 +15527,1.01,Good,E,VS2,63.7,56.0,6221.0,6.27,6.29,4.0 +29757,0.3,Premium,D,SI1,62.6,56.0,709.0,4.29,4.24,2.67 +49083,0.7,Ideal,E,SI2,62.0,56.0,2061.0,5.71,5.74,3.55 +8507,1.17,Premium,J,SI1,61.9,58.0,4423.0,6.77,6.73,4.18 +16624,1.07,Premium,G,VS2,62.5,57.0,6644.0,6.58,6.5,4.09 +26542,1.6,Premium,G,VVS2,60.6,60.0,16215.0,7.57,7.51,4.57 +25961,1.57,Ideal,G,VVS2,62.3,56.0,15144.0,7.48,7.41,4.64 +42350,0.39,Premium,G,IF,59.0,60.0,1300.0,4.75,4.78,2.81 +19275,1.37,Ideal,I,VS2,61.6,55.0,8000.0,7.13,7.16,4.4 +41030,0.41,Premium,E,VVS2,60.9,60.0,1187.0,4.81,4.82,2.93 +45730,0.55,Premium,F,VS2,59.7,58.0,1698.0,5.37,5.31,3.19 +29149,0.4,Ideal,G,SI1,62.0,55.0,692.0,4.72,4.76,2.94 +122,0.74,Ideal,E,SI1,62.3,54.0,2762.0,5.8,5.83,3.62 +23668,1.53,Very Good,F,SI1,58.5,59.0,11713.0,7.55,7.62,4.44 +3711,0.7,Ideal,G,VS2,61.6,56.0,3451.0,5.7,5.73,3.52 +21723,1.65,Very Good,G,SI2,62.2,58.0,9791.0,7.55,7.62,4.72 +12641,1.06,Very Good,D,SI2,60.1,58.0,5293.0,6.6,6.64,3.98 +34129,0.47,Very Good,J,VS1,63.0,60.0,854.0,4.92,4.95,3.11 +13110,1.02,Premium,H,VS2,61.7,58.0,5426.0,6.45,6.41,3.97 +39620,0.3,Very Good,G,VS2,59.3,59.0,491.0,4.38,4.42,2.61 +43999,0.3,Premium,I,SI1,60.9,59.0,394.0,4.34,4.36,2.65 +28395,0.33,Premium,H,VS2,62.3,58.0,668.0,4.41,4.38,2.74 +44081,0.51,Very Good,E,VS2,61.2,60.0,1554.0,5.11,5.18,3.15 +24994,1.5,Premium,F,VS2,62.0,53.0,13506.0,7.37,7.33,4.56 +21163,1.53,Premium,J,VVS1,61.6,58.0,9322.0,7.4,7.37,4.55 +20385,0.31,Premium,F,VS2,62.3,60.0,625.0,4.32,4.35,2.7 +3770,1.02,Ideal,G,I1,61.2,56.0,3459.0,6.47,6.5,3.97 +2392,0.32,Ideal,E,SI1,61.8,55.0,561.0,4.42,4.45,2.74 +36906,0.32,Ideal,E,VS2,60.2,57.0,960.0,4.51,4.46,2.7 +47037,0.55,Ideal,F,VS2,61.7,57.0,1819.0,5.29,5.24,3.25 +46366,0.54,Premium,E,VS2,60.7,56.0,1760.0,5.32,5.29,3.22 +40443,0.4,Good,E,VS1,63.8,57.0,1138.0,4.72,4.69,3.0 +9339,0.94,Premium,E,SI1,60.0,58.0,4580.0,6.44,6.37,3.84 +8107,1.15,Ideal,J,SI1,61.8,57.0,4347.0,6.73,6.67,4.14 +31271,0.32,Ideal,I,VS2,60.3,56.0,449.0,4.44,4.45,2.68 +27283,2.01,Very Good,I,VS1,59.7,63.0,17751.0,8.24,8.15,4.89 +23894,1.63,Very Good,G,SI1,62.5,58.0,11990.0,7.48,7.44,4.66 +24573,1.6,Ideal,F,SI1,61.0,57.0,12871.0,7.54,7.6,4.62 +53255,0.78,Premium,I,VS2,62.7,58.0,2646.0,5.89,5.82,3.68 +24090,1.52,Premium,H,VVS2,62.8,57.0,12232.0,7.38,7.27,4.6 +34723,0.41,Ideal,I,VVS1,61.7,57.0,875.0,4.73,4.76,2.93 +1270,0.9,Ideal,I,SI2,62.0,56.0,2948.0,6.2,6.16,3.83 +32177,0.39,Very Good,H,VS1,61.7,57.0,787.0,4.65,4.68,2.88 +2183,1.0,Fair,E,SI2,67.0,53.0,3136.0,6.19,6.13,4.13 +27315,2.36,Ideal,J,VS1,61.6,57.0,17829.0,8.6,8.55,5.28 +1281,0.72,Very Good,D,VS1,62.7,58.0,2951.0,5.65,5.68,3.55 +53466,0.59,Ideal,F,VVS2,62.0,54.0,2679.0,5.36,5.38,3.33 +653,0.7,Very Good,E,VS1,62.0,59.0,2844.0,5.65,5.68,3.51 +10414,1.01,Ideal,H,VS1,61.5,56.0,4779.0,6.48,6.43,3.97 +6691,0.31,Premium,G,SI2,60.3,59.0,408.0,4.35,4.37,2.63 +4832,0.71,Ideal,F,VVS2,61.2,55.0,3705.0,5.73,5.84,3.54 +6729,0.25,Ideal,H,VVS1,62.5,56.0,577.0,4.06,4.03,2.53 +17996,1.31,Ideal,G,SI1,63.4,57.0,7277.0,6.97,6.87,4.4 +3278,0.7,Ideal,D,VS1,62.5,57.0,3361.0,5.65,5.68,3.54 +44447,0.51,Ideal,F,VS2,61.9,55.0,1591.0,5.11,5.15,3.18 +19928,1.56,Premium,J,VS1,61.1,59.0,8476.0,7.52,7.49,4.58 +42682,0.44,Very Good,E,VVS2,59.6,59.0,1337.0,4.98,4.99,2.97 +23507,1.7,Very Good,I,VS1,60.6,59.0,11514.0,7.64,7.67,4.64 +29836,0.24,Premium,E,VVS1,60.7,58.0,710.0,4.03,4.01,2.44 +2076,0.77,Ideal,F,SI1,61.5,56.0,3108.0,5.89,5.95,3.64 +619,0.79,Premium,G,VS2,59.3,62.0,2839.0,6.09,6.01,3.59 +20251,1.51,Fair,G,SI1,65.0,59.0,8681.0,6.99,7.07,4.57 +30422,0.32,Very Good,H,VVS1,62.7,57.0,730.0,4.36,4.41,2.75 +46847,0.53,Ideal,F,VS1,61.8,56.0,1812.0,5.2,5.22,3.22 +36114,0.42,Premium,E,SI1,61.5,61.0,926.0,4.87,4.82,2.98 +50315,0.7,Premium,D,SI2,63.0,56.0,2239.0,5.67,5.64,3.56 +51922,0.7,Ideal,G,VS1,62.7,57.0,2437.0,5.66,5.7,3.56 +48467,0.71,Premium,G,SI2,62.3,55.0,1977.0,5.72,5.68,3.55 +16389,1.03,Good,F,VS2,63.9,59.0,6543.0,6.35,6.38,4.07 +28847,0.41,Premium,D,SI2,62.4,60.0,683.0,4.71,4.77,2.96 +32536,0.42,Ideal,G,SI1,62.0,54.0,799.0,4.85,4.82,3.0 +12459,1.01,Very Good,F,SI1,60.7,58.0,5248.0,6.4,6.51,3.92 +41761,0.43,Ideal,E,VVS2,62.0,57.0,1245.0,4.84,4.87,3.01 +44733,0.47,Ideal,D,VS1,61.0,55.0,1617.0,5.03,5.01,3.06 +31412,0.3,Ideal,G,VVS1,62.0,54.0,764.0,4.35,4.36,2.7 +19322,1.2,Good,G,VS2,57.8,59.0,8032.0,7.06,7.0,4.06 +15764,1.3,Very Good,I,SI1,62.3,58.0,6302.0,6.93,6.96,4.33 +28393,0.33,Good,H,VS2,63.8,55.0,668.0,4.44,4.4,2.82 +10101,0.9,Very Good,F,VS2,63.2,59.0,4715.0,6.08,6.04,3.83 +51574,0.74,Very Good,E,SI2,61.8,60.0,2391.0,5.78,5.8,3.58 +47485,0.69,Premium,H,VS2,60.8,59.0,1863.0,5.77,5.74,3.5 +39806,0.38,Ideal,F,VVS1,62.4,54.0,1096.0,4.66,4.7,2.92 +51937,0.72,Ideal,F,SI1,62.1,55.0,2440.0,5.73,5.8,3.58 +51965,0.3,Ideal,H,VS1,61.9,58.0,545.0,4.3,4.32,2.67 +26179,2.06,Premium,I,SI1,61.0,58.0,15517.0,8.24,8.19,5.01 +23759,1.06,Very Good,D,VVS1,61.8,57.0,11815.0,6.49,6.52,4.03 +17943,1.21,Ideal,H,VS2,61.9,55.0,7250.0,6.86,6.8,4.23 +34376,0.41,Ideal,F,VS2,62.1,56.0,863.0,4.74,4.79,2.96 +10005,0.91,Ideal,E,SI1,61.0,57.0,4706.0,6.27,6.32,3.84 +30158,0.4,Good,D,SI1,63.1,61.0,720.0,4.67,4.71,2.96 +48694,0.67,Very Good,D,SI1,60.2,60.0,2007.0,5.61,5.68,3.4 +53470,0.71,Ideal,E,SI1,61.7,56.0,2680.0,5.69,5.72,3.52 +43793,0.58,Very Good,F,SI1,59.4,58.0,1442.0,5.45,5.5,3.25 +9826,1.01,Good,G,SI1,63.9,57.0,4672.0,6.37,6.3,4.05 +23393,0.4,Ideal,J,VS1,62.6,55.0,631.0,4.71,4.75,2.96 +44660,0.35,Premium,D,SI2,60.8,58.0,522.0,4.51,4.57,2.76 +27989,0.3,Very Good,E,VS2,61.8,58.0,658.0,4.26,4.28,2.64 +39738,0.37,Ideal,F,IF,62.0,57.0,1092.0,4.59,4.62,2.85 +19228,1.34,Very Good,H,VS2,61.4,58.0,7965.0,7.13,7.07,4.36 +47690,0.59,Premium,H,VVS1,62.0,58.0,1883.0,5.36,5.38,3.33 +37000,0.44,Premium,G,VS1,62.3,59.0,965.0,4.82,4.87,3.02 +3632,0.71,Ideal,G,VS1,61.7,57.0,3431.0,5.7,5.75,3.53 +28135,0.29,Very Good,E,VVS1,58.9,59.0,664.0,4.33,4.4,2.57 +48293,0.54,Ideal,G,VS1,60.6,56.0,1957.0,5.28,5.31,3.21 +44054,0.55,Ideal,J,VS1,62.3,56.0,1550.0,5.26,5.24,3.27 +20538,1.56,Ideal,I,SI1,61.4,56.0,8858.0,7.47,7.42,4.57 +20784,1.53,Premium,I,SI1,62.6,57.0,9022.0,7.38,7.29,4.59 +7776,1.0,Ideal,G,SI2,62.8,57.0,4284.0,6.37,6.31,3.98 +29621,0.23,Good,E,VVS1,59.9,65.0,439.0,3.93,3.95,2.36 +23903,1.52,Premium,H,VVS2,63.0,60.0,12013.0,7.3,7.25,4.58 +35925,0.43,Premium,E,SI2,61.2,59.0,919.0,4.89,4.82,2.97 +32448,0.43,Very Good,E,SI1,62.9,56.0,792.0,4.8,4.83,3.03 +3998,0.76,Very Good,E,VS2,63.4,58.0,3517.0,5.76,5.82,3.67 +14124,1.3,Ideal,J,SI1,61.5,55.0,5728.0,7.03,7.06,4.33 +39571,0.44,Ideal,D,VS2,60.4,56.0,1081.0,4.91,4.95,2.98 +52336,0.74,Ideal,H,VS2,62.5,54.0,2497.0,5.76,5.82,3.62 +39303,0.38,Premium,E,VS1,61.5,58.0,1069.0,4.69,4.64,2.87 +2442,0.79,Ideal,D,SI1,61.2,56.0,3185.0,6.02,5.95,3.66 +33356,0.41,Premium,G,VS2,62.6,59.0,827.0,4.73,4.76,2.97 +17571,1.2,Ideal,E,SI1,62.3,55.0,7074.0,6.78,6.84,4.24 +4103,0.65,Ideal,G,IF,60.1,57.0,3536.0,5.61,5.65,3.38 +32087,0.33,Premium,E,VS1,60.9,58.0,781.0,4.45,4.49,2.72 +17862,1.19,Ideal,I,IF,61.7,56.0,7207.0,6.78,6.81,4.19 +23475,2.16,Premium,H,SI2,62.3,57.0,11473.0,8.29,8.22,5.14 +19504,1.7,Good,J,VS2,63.6,59.0,8134.0,7.53,7.48,4.77 +2388,0.32,Premium,G,VS2,60.7,58.0,561.0,4.38,4.42,2.67 +42904,0.59,Very Good,E,SI2,62.9,58.0,1362.0,5.33,5.39,3.37 +44821,0.5,Very Good,G,VS1,62.1,55.0,1624.0,5.06,5.22,3.19 +6393,0.92,Premium,F,SI1,61.8,59.0,4037.0,6.21,6.25,3.85 +27940,0.23,Very Good,H,VVS2,62.4,55.0,431.0,3.91,3.94,2.45 +13950,1.14,Ideal,G,SI2,61.5,55.0,5675.0,6.78,6.71,4.15 +35648,0.31,Ideal,G,VVS2,62.4,56.0,907.0,4.35,4.31,2.7 +47316,0.23,Very Good,E,VVS2,62.4,59.0,530.0,3.89,3.93,2.44 +40057,0.57,Ideal,J,VS2,62.5,54.0,1113.0,5.32,5.34,3.33 +21493,1.2,Very Good,F,VS1,62.9,57.0,9586.0,6.73,6.78,4.25 +43158,0.54,Very Good,G,SI1,63.2,56.0,1389.0,5.19,5.16,3.27 +46307,0.3,Premium,E,SI1,62.5,59.0,526.0,4.28,4.3,2.68 +37487,0.35,Premium,E,VS2,62.1,59.0,984.0,4.49,4.46,2.78 +32525,0.42,Ideal,G,VVS2,62.0,56.0,798.0,4.79,4.83,2.98 +4187,0.95,Ideal,J,VVS2,60.6,57.0,3558.0,6.4,6.34,3.86 +23610,1.52,Ideal,F,SI1,62.2,56.0,11637.0,7.38,7.41,4.6 +48778,0.51,Good,E,VVS1,58.6,65.0,2020.0,5.32,5.24,3.1 +45637,0.25,Very Good,G,VVS1,60.6,55.0,525.0,4.12,4.14,2.5 +18231,1.0,Ideal,G,VVS2,62.6,55.0,7403.0,6.37,6.4,4.0 +24231,1.51,Very Good,G,VS1,60.2,63.0,12430.0,7.39,7.36,4.44 +37964,0.41,Ideal,F,VS1,62.0,56.0,1007.0,4.77,4.81,2.97 +12572,1.01,Premium,E,SI1,61.8,60.0,5279.0,6.36,6.4,3.94 +50387,0.55,Ideal,D,VS1,61.3,56.0,2251.0,5.28,5.32,3.25 +6948,0.73,Ideal,G,IF,62.3,56.0,4142.0,5.72,5.78,3.58 +52725,0.82,Ideal,I,VS1,61.4,57.0,2557.0,5.98,6.03,3.69 +23291,2.02,Ideal,J,SI2,62.7,56.9,11314.0,8.03,8.07,5.05 +42084,0.55,Ideal,E,SI2,61.8,55.0,1273.0,5.26,5.29,3.26 +16715,0.39,Ideal,I,SI1,62.1,55.0,609.0,4.66,4.71,2.91 +10053,0.27,Very Good,F,VVS2,62.3,59.0,591.0,4.14,4.18,2.59 +34456,0.36,Very Good,H,IF,62.3,56.0,865.0,4.55,4.58,2.85 +39557,0.32,Ideal,G,VVS1,62.0,57.0,1080.0,4.42,4.38,2.73 +25804,2.33,Very Good,J,VS2,61.8,59.0,14801.0,8.41,8.56,5.24 +10559,1.11,Very Good,G,SI2,58.5,61.0,4816.0,6.74,6.8,3.96 +34138,0.32,Ideal,F,VVS1,61.6,55.0,854.0,4.42,4.44,2.73 +39696,0.4,Good,E,VVS1,59.4,61.0,1088.0,4.8,4.83,2.86 +18101,1.52,Very Good,F,SI2,63.1,60.0,7320.0,7.25,7.21,4.56 +50279,0.7,Very Good,E,SI1,60.3,58.0,2239.0,5.73,5.85,3.49 +16967,1.0,Premium,D,VS2,60.8,61.0,6776.0,6.41,6.39,3.89 +19390,1.51,Very Good,J,VS1,61.4,57.0,8057.0,7.3,7.38,4.51 +47627,0.75,Premium,F,SI2,59.8,60.0,1881.0,5.96,5.92,3.55 +2642,1.03,Ideal,H,I1,61.5,57.0,3230.0,6.52,6.48,4.0 +15779,1.83,Premium,G,I1,62.0,58.0,6313.0,7.84,7.8,4.85 +27992,0.3,Premium,E,VS2,62.0,60.0,658.0,4.23,4.26,2.63 +18648,1.03,Ideal,F,VS1,59.0,55.0,7613.0,6.62,6.67,3.92 +9499,0.91,Ideal,I,VVS1,60.0,57.0,4609.0,6.29,6.31,3.83 +4957,0.9,Good,G,SI1,63.8,59.0,3734.0,6.05,6.08,3.87 +36518,0.3,Premium,F,VVS2,61.6,58.0,945.0,4.35,4.28,2.66 +50567,0.7,Very Good,F,SI1,63.1,54.0,2278.0,5.64,5.67,3.57 +49468,0.54,Very Good,D,VS2,60.7,57.0,2113.0,5.24,5.29,3.2 +41073,0.41,Ideal,F,VVS2,60.6,57.0,1192.0,4.86,4.81,2.93 +26500,2.01,Very Good,H,SI2,63.4,57.0,16111.0,8.0,7.93,5.05 +4549,0.85,Ideal,F,VS2,62.4,57.0,3641.0,6.13,6.01,3.79 +15268,1.2,Premium,H,SI1,62.9,56.0,6129.0,6.8,6.74,4.26 +14987,1.0,Premium,H,VVS2,60.3,59.0,6037.0,6.46,6.41,3.88 +52907,0.77,Very Good,G,SI1,63.2,57.0,2586.0,5.86,5.76,3.67 +19555,1.16,Ideal,D,VS2,62.1,57.0,8185.0,6.73,6.7,4.17 +40246,0.37,Ideal,D,VS2,61.0,56.0,1124.0,4.7,4.65,2.85 +28606,0.3,Very Good,E,SI1,63.2,56.0,675.0,4.3,4.27,2.71 +44562,0.52,Premium,D,SI1,60.9,61.0,1605.0,5.15,5.13,3.13 +29384,0.31,Ideal,E,SI1,63.0,57.0,698.0,4.32,4.29,2.71 +20244,1.08,Ideal,E,VS1,61.6,57.0,8674.0,6.58,6.61,4.06 +41617,0.29,Very Good,F,VS1,63.0,55.0,504.0,4.24,4.27,2.68 +29246,0.34,Good,E,VS2,63.8,56.0,696.0,4.44,4.49,2.85 +43111,0.54,Ideal,F,SI1,60.5,57.0,1385.0,5.25,5.27,3.18 +20107,1.5,Very Good,G,SI2,60.7,61.0,8580.0,7.33,7.36,4.46 +19645,1.5,Good,I,SI1,63.1,54.0,8258.0,7.31,7.34,4.62 +5298,0.71,Ideal,D,VS1,62.1,57.0,3801.0,5.7,5.73,3.55 +4453,0.9,Premium,F,SI2,61.4,58.0,3619.0,6.13,6.19,3.78 +21138,1.52,Good,I,SI1,64.0,58.0,9295.0,7.27,7.2,4.63 +39065,0.4,Ideal,G,VVS1,61.2,56.0,1059.0,4.74,4.8,2.92 +35480,0.36,Very Good,G,VS1,61.4,55.0,903.0,4.63,4.65,2.85 +23620,1.41,Premium,E,VS2,62.7,56.0,11644.0,7.18,7.1,4.48 +37382,0.4,Very Good,D,VS2,62.8,57.0,982.0,4.68,4.72,2.95 +7551,1.01,Very Good,G,SI2,61.0,58.0,4249.0,6.43,6.48,3.94 +45459,0.5,Premium,E,VS1,62.2,58.0,1675.0,5.03,5.06,3.14 +45254,0.51,Ideal,F,VS2,61.7,56.0,1660.0,5.13,5.15,3.17 +17530,1.5,Fair,F,SI2,64.7,59.0,7056.0,7.13,7.05,4.59 +37053,0.46,Very Good,E,SI1,61.8,57.0,968.0,4.93,4.98,3.06 +481,0.53,Ideal,E,VVS1,61.9,55.0,2821.0,5.2,5.21,3.22 +18100,1.37,Premium,J,VVS2,59.4,61.0,7319.0,7.29,7.25,4.32 +10944,1.01,Good,F,SI1,63.8,59.0,4899.0,6.29,6.32,4.02 +37913,0.41,Very Good,F,VS1,60.7,56.0,1007.0,4.77,4.82,2.91 +12532,1.03,Very Good,H,VS2,62.0,58.0,5266.0,6.45,6.51,4.02 +9533,1.17,Ideal,J,SI1,62.1,57.0,4617.0,6.74,6.81,4.21 +30202,0.42,Very Good,J,VS2,60.9,58.0,723.0,4.81,4.85,2.94 +21489,1.51,Good,I,VS1,63.6,57.0,9581.0,7.14,7.21,4.56 +32380,0.39,Very Good,J,VS1,63.1,56.0,790.0,4.7,4.62,2.94 +13290,1.0,Ideal,D,SI1,61.7,57.0,5489.0,6.39,6.42,3.95 +12878,1.01,Premium,E,SI1,58.2,59.0,5366.0,6.59,6.54,3.82 +37355,0.4,Premium,F,VS1,61.9,59.0,982.0,4.67,4.7,2.9 +23188,1.74,Ideal,J,VS1,61.1,56.0,11194.0,7.85,7.79,4.78 +21335,1.24,Ideal,F,VS2,62.0,57.0,9478.0,6.83,6.89,4.25 +27226,2.14,Very Good,F,SI2,58.2,61.0,17582.0,8.45,8.5,4.93 +43113,0.51,Ideal,E,SI2,62.0,56.0,1385.0,5.12,5.14,3.18 +20197,1.53,Ideal,I,SI2,61.9,58.0,8637.0,7.39,7.34,4.56 +22876,1.05,Very Good,E,VVS1,59.5,60.0,10915.0,6.56,6.66,3.93 +40616,0.33,Very Good,J,VVS2,62.1,56.0,499.0,4.44,4.45,2.76 +3384,0.31,Very Good,G,SI2,63.0,57.0,408.0,4.32,4.35,2.73 +34008,0.3,Ideal,D,VS1,62.0,54.0,848.0,4.34,4.3,2.68 +19583,1.41,Good,F,SI1,63.7,58.0,8212.0,7.06,7.01,4.48 +53727,0.72,Premium,D,VS2,61.0,59.0,2721.0,5.77,5.74,3.51 +16813,1.06,Very Good,G,VS1,60.5,56.0,6707.0,6.65,6.6,4.01 +16911,1.07,Very Good,H,VVS2,61.3,56.0,6751.0,6.54,6.59,4.03 +3478,1.01,Premium,H,SI2,60.9,59.0,3394.0,6.42,6.35,3.89 +5607,0.96,Premium,H,SI2,59.2,61.0,3871.0,6.42,6.36,3.78 +21150,1.51,Premium,E,SI2,63.0,55.0,9302.0,7.34,7.3,4.61 +38262,0.26,Premium,H,VS1,62.3,59.0,382.0,4.06,4.1,2.54 +37567,0.34,Ideal,H,IF,60.8,56.0,988.0,4.56,4.55,2.77 +10270,1.01,Ideal,E,SI2,61.1,57.0,4751.0,6.52,6.48,3.97 +24313,1.64,Very Good,F,SI1,62.8,59.0,12555.0,7.51,7.53,4.72 +41276,0.3,Ideal,H,VS1,60.8,57.0,503.0,4.31,4.34,2.63 +4754,1.21,Ideal,I,I1,61.3,57.0,3686.0,6.94,6.89,4.24 +1581,0.71,Ideal,G,SI1,61.4,56.0,3007.0,5.72,5.77,3.53 +17634,1.15,Ideal,H,SI1,61.6,55.0,7100.0,6.74,6.79,4.17 +1727,0.32,Good,G,VS2,63.1,57.0,561.0,4.3,4.35,2.73 +36474,0.43,Ideal,G,VS1,61.9,55.0,943.0,4.84,4.86,3.0 +25071,1.16,Ideal,F,VVS1,61.5,56.0,13595.0,6.76,6.81,4.17 +27835,0.41,Very Good,J,IF,60.8,56.0,651.0,4.83,4.87,2.95 +47946,0.59,Ideal,G,VS1,61.1,58.0,1916.0,5.39,5.41,3.3 +38730,0.4,Ideal,G,VVS1,62.3,54.0,1043.0,4.75,4.76,2.96 +46126,0.51,Ideal,F,VS1,61.7,54.0,1744.0,5.14,5.17,3.18 +1277,0.81,Very Good,I,VS1,62.7,58.0,2950.0,5.9,5.96,3.72 +17498,1.15,Premium,G,VS1,63.0,60.0,7032.0,6.68,6.6,4.18 +26481,1.6,Premium,G,VVS2,60.6,60.0,16068.0,7.51,7.57,4.57 +26922,1.5,Ideal,G,VVS2,62.2,55.0,16948.0,7.33,7.35,4.57 +11852,0.9,Very Good,E,VS1,60.7,61.0,5102.0,6.21,6.24,3.78 +37200,0.4,Good,G,VVS2,61.4,64.0,974.0,4.65,4.7,2.87 +22595,1.6,Very Good,D,SI2,60.6,58.0,10646.0,7.55,7.61,4.59 +11315,1.23,Ideal,J,VS2,61.8,56.0,4986.0,6.87,6.81,4.23 +49410,0.7,Very Good,G,SI1,61.8,56.0,2106.0,5.7,5.76,3.54 +45588,0.57,Premium,F,VS1,59.9,59.0,1689.0,5.35,5.4,3.22 +33333,0.41,Good,I,VVS2,63.5,57.0,827.0,4.72,4.76,3.01 +29960,0.35,Ideal,J,VS2,61.4,55.0,446.0,4.55,4.57,2.8 +30429,0.32,Ideal,G,VVS2,61.5,57.0,730.0,4.39,4.43,2.71 +33862,0.3,Premium,E,VS2,61.8,58.0,844.0,4.36,4.31,2.68 +35454,0.32,Ideal,E,VS2,62.2,55.0,900.0,4.38,4.36,2.72 +17915,1.01,Very Good,G,VVS2,59.4,58.0,7234.0,6.51,6.53,3.93 +34897,0.33,Ideal,F,VVS1,62.6,54.0,880.0,4.44,4.47,2.79 +35709,0.3,Premium,D,VS2,60.7,60.0,911.0,4.37,4.33,2.64 +21690,1.24,Ideal,G,VVS2,61.2,56.0,9788.0,6.92,6.88,4.22 +44431,0.5,Good,D,VS2,64.0,56.0,1589.0,5.02,5.04,3.22 +22458,1.21,Ideal,G,VVS1,61.4,58.0,10483.0,6.85,6.89,4.22 +815,0.9,Premium,J,VS2,59.8,62.0,2863.0,6.24,6.21,3.72 +23039,0.33,Ideal,D,SI2,62.0,57.0,631.0,4.46,4.45,2.76 +6697,0.31,Ideal,G,SI2,60.5,57.0,408.0,4.36,4.4,2.65 +17592,1.59,Fair,I,SI2,65.2,58.0,7080.0,7.28,7.24,4.73 +20458,1.24,Ideal,G,VS2,62.3,57.0,8799.0,6.95,6.89,4.31 +6512,1.12,Premium,J,SI1,62.7,55.0,4064.0,6.65,6.61,4.16 +36982,0.38,Ideal,F,VVS2,60.8,58.0,963.0,4.69,4.72,2.86 +30947,0.32,Ideal,G,SI1,61.8,55.0,449.0,4.4,4.43,2.73 +180,0.71,Ideal,E,VS2,62.2,57.0,2776.0,5.79,5.62,3.55 +1894,0.79,Very Good,E,SI1,60.4,59.0,3077.0,5.97,5.99,3.61 +5591,1.17,Good,D,SI2,57.4,59.0,3866.0,7.02,6.95,4.01 +13047,0.26,Very Good,E,VS2,62.8,58.0,601.0,4.0,4.06,2.53 +32731,0.31,Ideal,F,VS2,62.6,57.0,802.0,4.33,4.29,2.7 +26611,2.05,Premium,G,SI2,60.1,59.0,16357.0,8.2,8.3,4.96 +52906,0.7,Premium,G,VS2,58.7,53.0,2586.0,5.86,5.83,3.43 +40587,0.41,Premium,E,VS1,59.9,58.0,1153.0,4.88,4.83,2.91 +24866,1.52,Premium,G,VS2,61.9,56.0,13282.0,7.39,7.28,4.54 +1479,0.82,Premium,H,VS1,62.3,60.0,2985.0,5.97,5.94,3.71 +12637,1.0,Premium,F,SI1,61.2,58.0,5292.0,6.44,6.4,3.93 +45723,0.55,Premium,D,SI1,61.6,56.0,1698.0,5.28,5.24,3.24 +53503,0.71,Ideal,H,VS1,62.8,57.0,2685.0,5.65,5.72,3.57 +11151,1.07,Premium,E,SI2,59.7,58.0,4943.0,6.66,6.68,3.98 +9719,0.3,Ideal,H,VVS2,61.5,55.0,590.0,4.34,4.37,2.68 +40784,0.61,Good,E,I1,63.4,57.1,1168.0,5.37,5.43,3.42 +39699,0.4,Ideal,H,VVS1,62.3,54.0,1088.0,4.77,4.74,2.96 +13610,1.02,Premium,H,VS1,62.1,59.0,5569.0,6.43,6.38,3.98 +32487,0.41,Premium,D,SI2,59.9,60.0,795.0,4.8,4.78,2.87 +45571,0.52,Very Good,E,VS2,62.5,56.0,1689.0,5.15,5.18,3.23 +14364,1.18,Very Good,H,SI1,63.3,55.0,5815.0,6.75,6.72,4.26 +2681,0.77,Very Good,D,SI1,59.9,59.0,3241.0,5.9,5.95,3.55 +20204,1.06,Ideal,G,VVS1,61.6,57.0,8643.0,6.55,6.53,4.03 +40836,0.51,Good,G,SI1,63.7,55.0,1172.0,5.07,5.1,3.24 +49005,0.51,Very Good,F,VVS2,62.7,56.0,2051.0,5.11,5.13,3.21 +26003,1.66,Very Good,G,VS2,63.2,56.0,15229.0,7.61,7.49,4.77 +9258,0.9,Ideal,G,VS2,62.0,57.0,4561.0,6.19,6.22,3.85 +10690,1.0,Fair,E,SI1,57.4,61.0,4844.0,6.53,6.63,3.78 +2924,1.03,Premium,I,SI1,58.4,60.0,3288.0,6.6,6.58,3.85 +22475,1.01,Very Good,D,VVS2,59.8,57.0,10499.0,6.49,6.58,3.91 +41416,0.4,Ideal,D,VS2,61.6,55.0,1226.0,4.75,4.79,2.94 +23528,1.31,Ideal,G,VVS2,60.9,56.0,11531.0,7.17,7.07,4.32 +3562,0.9,Very Good,J,VS1,62.4,58.0,3418.0,6.15,6.19,3.85 +2453,0.71,Ideal,H,VS2,61.9,55.0,3189.0,5.74,5.77,3.56 +17089,1.2,Very Good,H,VS1,63.1,55.0,6814.0,6.82,6.77,4.29 +25018,1.61,Ideal,G,VS2,62.2,56.0,13553.0,7.52,7.47,4.66 +8885,1.04,Ideal,F,SI2,62.4,56.0,4486.0,6.4,6.48,4.02 +43884,0.46,Ideal,G,VVS1,60.7,57.0,1453.0,4.98,5.03,3.04 +3194,0.77,Premium,F,VS1,62.1,60.0,3343.0,5.82,5.77,3.6 +11442,1.2,Premium,I,VS2,62.2,61.0,5006.0,6.74,6.73,4.19 +7996,0.82,Ideal,D,VS2,62.4,54.0,4327.0,5.99,6.02,3.75 +33495,0.32,Premium,F,VS2,62.1,59.0,828.0,4.41,4.35,2.72 +6676,1.01,Ideal,J,SI2,61.9,55.3,4099.0,6.43,6.5,4.01 +3780,1.06,Ideal,F,SI2,62.7,56.0,3461.0,6.52,6.47,4.07 +20464,1.6,Premium,I,SI1,60.3,59.0,8808.0,7.56,7.61,4.57 +34315,0.43,Very Good,D,SI2,63.3,57.0,858.0,4.82,4.79,3.04 +46809,0.77,Very Good,J,SI1,62.3,58.0,1807.0,5.86,5.89,3.66 +8757,0.91,Very Good,D,SI1,62.1,59.0,4466.0,6.1,6.18,3.81 +40457,0.5,Ideal,H,SI1,62.4,56.0,1140.0,5.07,5.09,3.17 +34483,0.43,Premium,G,VS2,60.8,59.0,867.0,4.86,4.91,2.97 +16992,1.01,Ideal,E,VS2,61.9,55.0,6787.0,6.44,6.38,3.97 +49962,0.3,Premium,E,SI2,61.6,61.0,540.0,4.29,4.25,2.63 +17174,1.02,Ideal,G,VS1,62.1,58.0,6857.0,6.4,6.45,3.99 +48348,0.7,Ideal,I,SI2,61.3,57.0,1961.0,5.7,5.73,3.5 +44049,0.51,Very Good,E,VS2,60.0,57.0,1549.0,5.15,5.19,3.1 +47380,0.54,Ideal,G,VS1,62.3,55.0,1847.0,5.24,5.2,3.25 +6296,0.7,Very Good,D,VVS2,62.8,60.0,4022.0,5.65,5.69,3.56 +41619,0.29,Very Good,E,VS1,61.7,58.0,504.0,4.23,4.29,2.63 +28126,0.35,Good,E,VS1,63.1,56.0,663.0,4.49,4.54,2.85 +18023,1.5,Very Good,H,SI2,62.0,63.0,7291.0,7.28,7.24,4.5 +20750,1.36,Ideal,H,SI1,61.5,56.0,8989.0,7.12,7.16,4.39 +43708,0.46,Premium,E,VS1,61.7,59.0,1437.0,4.96,4.93,3.05 +24778,1.6,Ideal,F,SI1,61.1,55.0,13140.0,7.55,7.58,4.62 +15570,1.01,Premium,F,VS2,61.5,58.0,6244.0,6.41,6.46,3.96 +46451,0.71,Premium,I,SI1,61.7,56.0,1774.0,5.73,5.71,3.53 +34562,0.38,Very Good,D,VS2,58.8,61.0,871.0,4.71,4.74,2.78 +34277,0.3,Premium,E,SI2,61.5,62.0,468.0,4.31,4.28,2.64 +1585,0.61,Ideal,G,VVS1,61.2,56.0,3008.0,5.46,5.48,3.35 +14986,1.0,Good,F,VS2,63.7,59.0,6037.0,6.32,6.27,4.01 +26063,1.77,Premium,E,VS2,61.6,58.0,15278.0,7.78,7.71,4.77 +43651,0.53,Ideal,I,VVS1,62.2,53.0,1435.0,5.17,5.21,3.23 +24300,1.47,Very Good,E,VS2,62.4,59.0,12547.0,7.13,7.2,4.47 +7744,1.24,Premium,E,SI2,60.8,57.0,4278.0,6.98,6.94,4.23 +50700,0.7,Good,F,VS2,63.8,60.0,2290.0,5.61,5.52,3.55 +33284,0.31,Very Good,D,SI2,61.8,60.0,462.0,4.33,4.37,2.69 +36376,0.31,Premium,F,VVS1,59.9,59.0,940.0,4.45,4.43,2.66 +21984,1.08,Ideal,F,VVS2,62.1,55.0,10052.0,6.57,6.6,4.09 +9097,1.01,Premium,I,SI1,60.8,61.0,4525.0,6.47,6.43,3.92 +22141,2.19,Premium,J,SI2,58.8,58.0,10179.0,8.57,8.53,5.03 +20404,1.2,Very Good,E,VS2,60.7,59.0,8769.0,6.79,6.86,4.14 +37632,0.4,Premium,D,SI1,60.8,59.0,990.0,4.8,4.77,2.91 +44109,0.51,Ideal,G,VS2,61.3,55.0,1557.0,5.16,5.19,3.17 +1535,0.77,Ideal,E,SI1,62.5,56.0,3000.0,5.87,5.91,3.68 +27927,0.38,Premium,J,SI1,61.3,59.0,658.0,4.68,4.62,2.85 +34594,0.3,Ideal,G,SI1,62.3,54.0,469.0,4.29,4.32,2.68 +4268,0.8,Ideal,H,VS1,62.2,56.0,3581.0,5.92,5.95,3.69 +13779,1.52,Premium,J,SI1,60.4,59.0,5618.0,7.44,7.39,4.48 +25887,1.19,Ideal,F,VVS1,61.5,55.0,15005.0,6.82,6.84,4.2 +6461,0.9,Premium,G,VS2,62.8,60.0,4052.0,6.14,6.08,3.84 +39137,0.41,Ideal,G,VS2,62.1,57.0,1061.0,4.78,4.72,2.95 +53921,0.7,Very Good,E,VS2,62.4,60.0,2755.0,5.57,5.61,3.49 +6284,1.01,Ideal,F,SI2,62.7,57.0,4017.0,6.43,6.37,4.01 +22801,1.52,Premium,I,VVS2,61.6,58.0,10824.0,7.37,7.41,4.55 +37243,0.39,Premium,E,VS2,59.7,59.0,975.0,4.83,4.79,2.87 +36835,0.34,Good,D,VVS1,57.4,62.0,957.0,4.67,4.71,2.69 +9008,0.91,Ideal,E,SI1,61.2,58.0,4513.0,6.24,6.3,3.84 +16580,1.21,Ideal,H,SI1,60.3,60.0,6620.0,6.9,6.87,4.15 +51949,0.52,Ideal,H,IF,61.4,56.0,2441.0,5.19,5.23,3.2 +9645,1.0,Very Good,I,VS1,63.3,55.0,4641.0,6.39,6.34,4.03 +3252,0.77,Ideal,F,VS1,62.5,57.0,3357.0,5.88,5.9,3.68 +18270,1.44,Premium,H,SI2,62.1,55.0,7419.0,7.25,7.2,4.49 +42489,0.52,Ideal,G,SI1,62.2,54.0,1319.0,5.16,5.19,3.22 +29017,0.31,Ideal,G,VVS2,61.5,56.0,687.0,4.38,4.4,2.7 +26057,2.13,Ideal,J,VS2,62.1,55.0,15258.0,8.23,8.29,5.13 +40166,0.39,Very Good,F,VVS2,58.2,62.0,1117.0,4.77,4.82,2.79 +45148,0.5,Premium,F,VS2,61.9,56.0,1654.0,5.13,5.08,3.16 +49518,0.57,Ideal,D,VS1,61.5,54.0,2122.0,5.36,5.38,3.3 +22232,1.25,Very Good,E,VS1,61.5,59.0,10285.0,6.91,6.95,4.26 +18078,1.54,Good,I,SI2,63.3,60.0,7304.0,7.31,7.34,4.64 +53158,0.76,Ideal,F,SI2,60.3,60.0,2624.0,5.86,5.89,3.54 +25452,2.0,Fair,G,SI2,66.5,56.0,14208.0,7.75,7.7,5.14 +34720,0.37,Premium,D,SI1,62.7,58.0,874.0,4.58,4.55,2.86 +11186,1.01,Premium,H,VVS1,60.5,57.0,4955.0,6.55,6.48,3.94 +12615,1.12,Ideal,H,SI1,62.3,56.0,5291.0,6.7,6.65,4.16 +36626,0.24,Very Good,E,VVS2,60.6,62.0,478.0,4.03,4.06,2.45 +24931,1.51,Very Good,G,VS1,62.9,58.0,13378.0,7.32,7.41,4.63 +18974,1.21,Ideal,H,SI1,60.9,56.0,7810.0,6.89,6.94,4.21 +7582,1.0,Very Good,F,SI2,61.6,62.0,4255.0,6.3,6.37,3.9 +3308,0.73,Ideal,E,VS1,62.3,56.0,3370.0,5.75,5.8,3.6 +444,0.96,Fair,E,SI2,53.1,63.0,2815.0,6.73,6.65,3.55 +53920,0.76,Ideal,I,VVS1,62.2,55.0,2753.0,5.89,5.87,3.66 +39099,0.41,Good,I,VVS2,63.9,55.0,1061.0,4.74,4.71,3.02 +18540,1.21,Premium,H,VS1,62.5,59.0,7555.0,6.8,6.74,4.23 +32387,0.42,Very Good,F,VS2,60.1,61.0,790.0,4.84,4.88,2.92 +20807,1.58,Very Good,G,SI2,60.0,53.0,9037.0,7.59,7.64,4.57 +19393,1.5,Very Good,H,SI1,62.9,56.0,8058.0,7.24,7.33,4.58 +49935,0.71,Very Good,I,VS2,62.8,59.0,2185.0,5.64,5.67,3.55 +24538,1.62,Ideal,F,SI1,62.7,56.0,12828.0,7.5,7.44,4.68 +42016,0.5,Ideal,I,VS1,61.0,57.0,1266.0,5.11,5.13,3.12 +20161,1.02,Premium,F,VVS2,60.9,59.0,8616.0,6.44,6.56,3.96 +35986,0.42,Ideal,G,VS1,61.3,57.0,921.0,4.78,4.81,2.94 +53264,0.7,Premium,G,VS1,60.6,62.0,2648.0,5.68,5.64,3.43 +17995,1.02,Very Good,E,SI1,63.7,55.0,7277.0,6.29,6.4,4.04 +48949,0.71,Ideal,J,VS2,61.5,59.0,2047.0,5.71,5.74,3.52 +28051,0.31,Ideal,H,VVS1,62.0,54.2,660.0,4.35,4.39,2.71 +18470,1.51,Good,D,SI2,61.7,65.0,7519.0,7.38,7.31,4.53 +50236,0.72,Ideal,F,SI2,62.4,55.0,2232.0,5.72,5.76,3.58 +8250,1.24,Premium,I,SI2,62.8,58.0,4375.0,6.88,6.79,4.28 +22563,1.29,Ideal,G,VVS2,62.4,57.0,10614.0,6.94,6.97,4.34 +12544,1.23,Premium,I,SI2,62.4,58.0,5269.0,6.86,6.82,4.27 +7146,1.01,Good,E,SI1,63.8,60.0,4179.0,6.31,6.36,4.04 +40738,0.34,Ideal,E,IF,61.7,56.0,1163.0,4.46,4.48,2.76 +23866,1.55,Very Good,F,SI1,63.1,56.0,11957.0,7.4,7.38,4.66 +52540,0.71,Very Good,E,SI1,63.0,58.0,2531.0,5.68,5.72,3.59 +19589,1.52,Premium,J,VS1,61.2,59.0,8216.0,7.36,7.39,4.51 +24536,1.31,Ideal,F,VS1,62.1,55.0,12825.0,6.97,7.0,4.34 +32191,0.35,Premium,H,VS1,61.3,59.0,788.0,4.57,4.54,2.79 +24060,0.26,Ideal,E,VVS1,61.7,56.0,635.0,4.09,4.11,2.53 +8258,1.01,Ideal,I,VS2,64.1,58.0,4378.0,6.27,6.21,4.0 +47658,0.32,Premium,I,SI2,60.0,58.0,530.0,4.48,4.45,2.68 +28678,0.24,Ideal,F,VVS1,61.8,55.0,678.0,4.0,4.03,2.48 +23103,1.53,Premium,H,VS1,59.4,59.0,11127.0,7.58,7.51,4.48 +50352,0.8,Good,G,SI2,64.2,55.0,2246.0,5.89,5.83,3.76 +5276,1.13,Ideal,H,SI2,60.4,56.0,3797.0,6.78,6.7,4.07 +322,0.71,Good,F,VS2,63.8,58.0,2801.0,5.64,5.61,3.59 +29879,0.3,Ideal,D,VS2,62.6,56.0,710.0,4.28,4.31,2.69 +20525,1.52,Premium,I,SI1,58.1,62.0,8852.0,7.61,7.56,4.41 +27258,2.14,Premium,G,SI2,60.4,59.0,17673.0,8.38,8.32,5.04 +43827,0.51,Premium,E,SI1,60.3,56.0,1443.0,5.27,5.17,3.15 +14207,1.31,Premium,I,VS1,61.9,56.0,5759.0,7.07,6.98,4.35 +9231,1.05,Premium,H,SI1,62.5,57.0,4558.0,6.52,6.45,4.05 +8160,1.1,Good,D,SI2,57.0,62.0,4361.0,6.91,6.84,3.92 +13093,1.46,Premium,G,SI2,62.8,52.0,5421.0,7.31,7.27,4.58 +2983,1.0,Very Good,E,I1,63.0,57.0,3300.0,6.32,6.35,3.99 +5656,0.9,Premium,F,SI1,62.6,60.0,3881.0,6.14,6.1,3.83 +14098,1.23,Premium,H,SI2,62.0,59.0,5717.0,6.92,6.88,4.28 +4329,1.01,Premium,F,SI2,61.3,58.0,3597.0,6.42,6.33,3.91 +3643,0.9,Very Good,G,SI2,64.2,60.0,3437.0,6.02,6.09,3.89 +28443,0.31,Ideal,G,VVS2,61.4,57.0,671.0,4.38,4.42,2.69 +28254,0.33,Premium,F,VS2,60.1,58.0,666.0,4.45,4.47,2.68 +44949,0.5,Good,D,VS2,63.3,54.0,1635.0,5.04,5.07,3.2 +44056,0.52,Very Good,F,VS2,63.9,57.0,1550.0,5.08,5.12,3.26 +21472,1.2,Ideal,G,VVS1,61.2,56.0,9570.0,6.89,6.86,4.21 +27672,1.42,Ideal,F,VVS1,60.8,56.0,18682.0,7.25,7.32,4.43 +40497,0.42,Ideal,F,VVS2,61.7,57.0,1142.0,4.78,4.81,2.96 +45429,0.54,Ideal,F,SI1,61.8,56.0,1669.0,5.22,5.23,3.23 +9118,1.01,Premium,F,SI2,61.7,60.0,4533.0,6.36,6.42,3.94 +3317,0.86,Premium,F,SI1,62.6,58.0,3372.0,6.01,6.06,3.78 +16563,1.23,Ideal,H,SI1,62.4,54.0,6617.0,6.83,6.89,4.28 +4254,0.91,Premium,I,VS2,62.7,58.0,3579.0,6.14,6.18,3.86 +11263,0.91,Premium,E,VS1,62.8,60.0,4969.0,6.11,6.08,3.83 +1940,0.9,Premium,E,SI2,60.7,61.0,3084.0,6.22,6.16,3.76 +4066,0.31,Premium,D,SI1,61.4,58.0,571.0,4.33,4.36,2.67 +25345,1.7,Premium,H,VS2,62.4,59.0,14058.0,7.63,7.54,4.73 +30770,0.36,Very Good,G,VS1,61.8,56.0,741.0,4.57,4.6,2.84 +38733,0.4,Ideal,G,VVS1,62.0,55.0,1043.0,4.74,4.78,2.95 +49246,0.51,Ideal,F,VS1,60.9,56.0,2085.0,5.17,5.2,3.16 +41647,0.4,Ideal,E,VVS2,62.2,56.0,1238.0,4.78,4.71,2.95 +6518,0.92,Ideal,F,SI2,62.0,54.0,4065.0,6.26,6.32,3.9 +51971,0.29,Good,F,SI1,57.4,61.0,545.0,4.39,4.42,2.53 +41298,0.34,Ideal,D,VVS1,61.7,57.0,1211.0,4.52,4.49,2.78 +10983,1.15,Ideal,H,SI1,63.0,57.0,4911.0,6.71,6.66,4.21 +49722,0.7,Premium,G,SI1,63.0,59.0,2150.0,5.64,5.6,3.54 +4939,0.98,Very Good,H,SI2,62.1,59.0,3731.0,6.33,6.39,3.95 +22874,1.57,Premium,G,SI1,59.5,58.0,10914.0,7.56,7.61,4.51 +49908,0.75,Very Good,I,SI1,59.1,58.0,2180.0,5.87,5.91,3.48 +45864,0.5,Very Good,D,VS1,63.1,57.0,1715.0,5.04,5.0,3.17 +21460,1.63,Good,I,SI1,63.7,58.0,9556.0,7.4,7.48,4.74 +45739,0.62,Very Good,D,SI1,62.4,58.0,1700.0,5.42,5.47,3.4 +16703,0.3,Very Good,H,SI1,61.6,62.0,421.0,4.24,4.3,2.63 +6912,0.9,Very Good,H,VS1,63.0,59.0,4136.0,6.1,6.13,3.85 +8240,1.03,Very Good,G,SI2,62.2,56.0,4374.0,6.46,6.49,4.03 +49788,0.71,Ideal,J,VVS2,60.5,58.0,2162.0,5.77,5.8,3.5 +18844,1.02,Very Good,G,VVS2,62.5,59.0,7724.0,6.34,6.42,3.99 +5207,1.0,Premium,J,SI1,62.8,59.0,3780.0,6.37,6.27,3.97 +11291,1.29,Very Good,F,SI2,63.4,57.0,4977.0,6.92,6.77,4.35 +41751,0.52,Very Good,G,SI1,59.6,62.0,1244.0,5.18,5.23,3.1 +4685,0.96,Fair,E,SI2,57.7,67.0,3674.0,6.49,6.46,3.73 +36447,0.31,Ideal,D,VS2,62.1,54.0,942.0,4.37,4.33,2.7 +1956,0.7,Good,D,VS2,64.1,59.0,3087.0,5.49,5.56,3.54 +39320,0.52,Very Good,H,SI1,61.3,60.0,1071.0,5.15,5.23,3.18 +3210,0.71,Premium,F,VVS1,58.1,58.0,3347.0,5.92,5.88,3.43 +11579,1.2,Premium,H,SI2,62.4,61.0,5040.0,6.81,6.78,4.24 +37401,0.46,Ideal,H,VS1,62.3,53.0,983.0,4.96,4.99,3.1 +47821,0.7,Very Good,J,VS1,60.9,58.0,1904.0,5.66,5.73,3.47 +49319,0.32,Ideal,G,SI2,62.5,55.0,540.0,4.4,4.37,2.74 +35526,0.32,Ideal,H,VVS1,61.3,56.0,905.0,4.42,4.45,2.72 +2749,0.76,Good,E,VS2,63.2,56.0,3249.0,5.82,5.86,3.69 +27656,2.07,Premium,F,SI2,60.7,59.0,18611.0,8.21,8.16,4.97 +30933,0.24,Very Good,H,VVS2,61.3,57.0,449.0,4.01,4.04,2.46 +5267,1.03,Good,J,VS2,63.7,56.0,3795.0,6.42,6.35,4.07 +26949,2.26,Ideal,J,VS2,61.1,57.0,17010.0,8.44,8.47,5.17 +38878,0.4,Premium,D,VS2,59.1,57.0,1050.0,4.87,4.81,2.86 +38470,0.52,Fair,J,VS2,65.3,56.0,1030.0,5.05,5.0,3.28 +44283,0.53,Ideal,H,VS1,61.6,57.0,1577.0,5.18,5.24,3.21 +40356,0.43,Premium,F,VS1,61.0,57.0,1129.0,4.89,4.84,2.97 +36581,0.34,Ideal,E,VVS1,61.0,57.0,946.0,4.53,4.55,2.77 +645,0.81,Very Good,F,SI2,63.2,58.0,2843.0,5.91,5.92,3.74 +21703,0.35,Ideal,I,VVS1,61.8,55.0,627.0,4.53,4.56,2.81 +31353,0.42,Ideal,H,SI1,60.9,56.0,760.0,4.89,4.86,2.97 +6763,1.01,Good,E,SI1,64.3,59.0,4106.0,6.28,6.31,4.05 +7219,1.01,Premium,H,SI1,58.2,62.0,4191.0,6.54,6.48,3.78 +15634,1.01,Premium,F,VS2,61.3,61.0,6271.0,6.38,6.34,3.9 +15990,1.01,Good,E,VS2,63.3,58.0,6399.0,6.35,6.38,4.03 +28029,0.3,Premium,E,VS2,62.1,58.0,658.0,4.29,4.31,2.67 +45190,0.51,Ideal,G,VS1,62.5,57.0,1656.0,5.07,5.14,3.19 +30867,0.33,Premium,G,VS2,62.0,58.0,743.0,4.45,4.42,2.75 +36370,0.4,Ideal,E,VS1,61.2,55.0,940.0,4.76,4.79,2.92 +46065,0.55,Premium,E,VS2,60.1,59.0,1735.0,5.36,5.29,3.2 +12176,0.92,Very Good,G,VVS2,62.3,57.0,5183.0,6.19,6.27,3.88 +51361,0.72,Fair,D,SI1,65.6,60.0,2364.0,5.62,5.54,3.66 +35282,0.3,Good,H,SI2,63.9,56.0,473.0,4.27,4.24,2.72 +42031,0.46,Good,E,VS2,60.9,62.0,1267.0,4.93,4.96,3.01 +8720,0.28,Ideal,H,IF,63.0,55.0,586.0,4.14,4.19,2.62 +40466,0.32,Ideal,D,VVS1,61.3,57.0,1140.0,4.42,4.39,2.7 +51878,0.71,Good,G,SI1,63.6,56.0,2428.0,5.65,5.67,3.6 +44329,0.3,Good,D,VS2,63.6,54.0,521.0,4.26,4.32,2.73 +17740,1.5,Very Good,I,SI1,60.2,63.0,7140.0,7.38,7.33,4.43 +28609,0.3,Premium,E,SI1,61.7,56.0,675.0,4.29,4.27,2.64 +178,0.72,Very Good,G,VS2,63.7,56.4,2776.0,5.62,5.69,3.61 +37603,0.23,Very Good,E,VVS2,63.7,55.0,485.0,3.87,3.89,2.47 +17784,1.0,Very Good,G,VVS2,60.3,62.0,7163.0,6.41,6.45,3.88 +10761,1.01,Fair,E,SI1,69.5,55.0,4853.0,6.0,5.94,4.15 +45162,0.5,Premium,D,SI1,62.1,58.0,1654.0,5.1,5.07,3.16 +24259,2.4,Ideal,J,SI1,62.0,57.0,12468.0,8.53,8.47,5.27 +36676,0.3,Ideal,D,VVS2,59.5,56.0,950.0,4.42,4.38,2.62 +5436,0.77,Ideal,E,SI1,61.0,56.0,3827.0,5.92,5.94,3.62 +36648,0.43,Very Good,E,SI1,63.1,56.0,948.0,4.83,4.8,3.04 +35001,0.43,Premium,E,SI2,61.8,60.0,882.0,4.85,4.83,2.99 +24667,1.5,Premium,G,VS1,62.4,60.0,13009.0,7.29,7.22,4.53 +27292,2.0,Ideal,G,VS2,62.3,57.0,17760.0,8.06,7.97,4.99 +35940,0.41,Very Good,D,SI1,63.1,57.0,920.0,4.73,4.68,2.97 +24328,1.5,Premium,E,VS2,59.4,62.0,12587.0,7.48,7.4,4.42 +47228,0.6,Ideal,D,SI1,62.3,57.0,1840.0,5.42,5.37,3.36 +37512,0.31,Ideal,F,VVS1,62.4,55.0,985.0,4.34,4.32,2.7 +22827,1.23,Ideal,G,VS1,61.6,57.0,10859.0,6.84,6.9,4.23 +12413,1.14,Very Good,E,SI2,61.5,58.0,5236.0,6.66,6.73,4.12 +13018,1.2,Very Good,I,SI1,60.0,60.0,5408.0,6.81,6.89,4.11 +19707,0.32,Premium,E,SI1,62.0,60.0,624.0,4.43,4.38,2.73 +38423,0.39,Premium,E,VS1,59.6,60.0,1026.0,4.72,4.75,2.82 +14363,1.29,Premium,J,VS2,60.5,58.0,5815.0,7.07,6.99,4.25 +35951,0.3,Ideal,F,SI1,61.4,55.0,475.0,4.34,4.36,2.67 +49013,0.62,Ideal,H,VVS2,62.0,56.0,2052.0,5.46,5.48,3.39 +25513,1.58,Very Good,F,VS2,59.9,61.0,14308.0,7.5,7.6,4.52 +5663,0.9,Ideal,F,SI2,62.4,57.0,3881.0,6.23,6.15,3.86 +26070,2.03,Ideal,I,SI1,62.9,57.0,15291.0,8.06,8.02,5.06 +13473,1.01,Very Good,D,SI1,59.7,57.0,5533.0,6.53,6.56,3.91 +33641,0.38,Premium,G,VS1,61.9,58.0,833.0,4.62,4.66,2.87 +1424,0.91,Fair,F,SI1,64.9,57.0,2971.0,6.13,6.08,3.96 +51232,0.56,Ideal,E,VS1,60.0,55.0,2352.0,5.43,5.4,3.25 +6308,1.01,Very Good,H,SI2,63.9,56.0,4023.0,6.29,6.38,4.05 +45016,0.54,Ideal,G,VS2,60.7,56.0,1637.0,5.29,5.25,3.2 +22534,1.7,Premium,G,SI2,62.5,58.0,10574.0,7.53,7.6,4.73 +47563,0.51,Premium,G,VVS2,61.7,58.0,1875.0,5.11,5.14,3.16 +48681,0.51,Ideal,G,VVS1,62.3,55.0,2005.0,5.1,5.14,3.19 +38636,0.31,Premium,I,VS1,60.8,59.0,489.0,4.37,4.41,2.67 +42149,0.5,Premium,F,SI1,59.6,60.0,1282.0,5.12,5.15,3.06 +51440,0.81,Ideal,H,SI2,61.4,57.0,2375.0,6.0,5.96,3.67 +35843,0.34,Very Good,G,IF,59.4,56.0,917.0,4.59,4.63,2.74 +7660,1.21,Premium,J,SI1,62.6,58.0,4269.0,6.74,6.71,4.21 +35160,0.32,Premium,G,IF,61.0,59.0,891.0,4.38,4.41,2.68 +33236,0.42,Ideal,H,VVS2,62.0,57.0,823.0,4.79,4.82,2.98 +28700,0.43,Very Good,F,SI2,60.5,59.0,679.0,4.88,4.91,2.96 +51441,0.74,Ideal,H,SI1,62.1,56.0,2375.0,5.86,5.84,3.63 +12578,1.2,Premium,H,SI2,62.5,58.0,5280.0,6.76,6.81,4.24 +21480,1.52,Premium,E,SI2,62.9,59.0,9576.0,7.31,7.26,4.58 +9065,1.0,Fair,E,SI2,63.0,58.0,4516.0,6.35,6.26,3.97 +53106,0.57,Ideal,E,VVS2,61.9,54.3,2615.0,5.31,5.33,3.29 +42086,0.42,Ideal,H,IF,61.7,55.0,1273.0,4.84,4.82,2.98 +43136,0.58,Very Good,G,SI1,62.9,57.0,1388.0,5.3,5.35,3.35 +41296,0.34,Ideal,D,VVS1,62.4,55.0,1211.0,4.49,4.45,2.79 +20868,1.27,Premium,E,VS2,61.2,59.0,9086.0,7.02,6.97,4.28 +5195,1.06,Ideal,I,SI2,61.4,57.0,3777.0,6.57,6.63,4.05 +13951,1.28,Ideal,H,SI2,61.8,57.0,5676.0,7.0,6.97,4.32 +3216,1.01,Premium,G,I1,59.4,61.0,3348.0,6.51,6.45,3.85 +30212,0.33,Ideal,E,VS2,60.3,57.0,723.0,4.51,4.54,2.73 +51539,0.71,Ideal,G,SI1,62.2,56.0,2386.0,5.75,5.69,3.56 +53884,0.7,Very Good,G,VS1,61.4,55.0,2748.0,5.7,5.74,3.51 +5604,0.9,Ideal,D,SI2,62.3,57.0,3871.0,6.17,6.23,3.86 +27610,2.1,Very Good,H,SI1,62.9,57.0,18480.0,8.12,8.19,5.13 +44899,0.5,Very Good,E,VS2,63.2,56.0,1629.0,5.06,5.03,3.19 +5702,0.3,Premium,D,SI2,62.9,58.0,574.0,4.29,4.26,2.69 +12663,1.01,Premium,E,SI1,59.5,60.0,5301.0,6.54,6.46,3.87 +22441,2.46,Premium,E,SI2,59.7,59.0,10470.0,8.82,8.76,5.25 +43200,0.53,Very Good,E,SI1,61.6,58.0,1395.0,5.19,5.23,3.21 +51166,0.51,Premium,F,VS1,60.2,58.0,2346.0,5.25,5.21,3.15 +51316,0.31,Ideal,G,VS2,62.4,55.0,544.0,4.3,4.32,2.69 +15042,0.3,Ideal,G,VS1,61.9,56.0,605.0,4.29,4.34,2.67 +22573,1.52,Fair,G,VS2,55.2,66.0,10623.0,7.72,7.67,4.26 +26424,2.05,Very Good,H,SI2,62.4,58.0,15949.0,8.1,8.15,5.07 +18010,1.22,Premium,H,VS1,58.9,59.0,7283.0,7.02,6.96,4.12 +45816,0.52,Ideal,E,VS2,61.3,55.0,1712.0,5.18,5.2,3.18 +15055,0.3,Very Good,F,VS2,62.8,58.0,605.0,4.25,4.28,2.68 +2411,0.81,Good,D,SI1,63.9,58.0,3179.0,5.9,5.85,3.75 +36128,0.34,Premium,F,VVS2,59.6,60.0,928.0,4.59,4.54,2.72 +41882,0.56,Good,D,SI2,63.2,54.0,1258.0,5.24,5.26,3.32 +9276,1.01,Very Good,D,SI2,59.7,58.0,4564.0,6.55,6.61,3.93 +52443,0.72,Ideal,D,SI2,61.1,58.0,2514.0,5.76,5.79,3.53 +23971,2.01,Premium,J,SI2,62.4,59.0,12105.0,8.05,8.1,5.04 +39264,0.38,Premium,G,VS1,61.0,58.0,1069.0,4.71,4.67,2.86 +52561,0.7,Ideal,H,VVS2,61.5,56.0,2536.0,5.74,5.71,3.52 +15280,1.5,Premium,I,SI2,62.9,57.0,6132.0,7.28,7.26,4.57 +14839,1.2,Premium,G,VS1,62.9,59.0,5975.0,6.75,6.69,4.23 +21822,1.5,Good,G,SI1,60.2,61.0,9892.0,7.27,7.32,4.39 +39447,0.41,Premium,G,VS1,58.9,60.0,1076.0,4.87,4.84,2.86 +3021,0.73,Ideal,G,VS2,60.9,57.0,3307.0,5.8,5.86,3.55 +8553,1.01,Ideal,E,SI2,62.8,57.0,4434.0,6.38,6.35,4.0 +11504,0.71,Ideal,F,VVS1,61.4,56.0,5019.0,5.75,5.78,3.54 +48257,0.58,Ideal,F,VS1,61.4,56.0,1953.0,5.38,5.4,3.31 +3946,0.71,Ideal,D,SI1,61.8,56.0,3502.0,5.72,5.76,3.54 +3151,0.92,Ideal,J,VS1,62.4,56.0,3332.0,6.23,6.19,3.88 +11234,1.13,Premium,I,VS2,62.4,59.0,4964.0,6.63,6.58,4.12 +47874,0.52,Ideal,G,VVS2,61.5,56.0,1911.0,5.18,5.2,3.19 +1718,0.32,Very Good,G,VS2,60.2,57.0,561.0,4.42,4.45,2.67 +48226,0.57,Ideal,E,VS2,61.9,57.0,1949.0,5.31,5.29,3.28 +48501,0.71,Very Good,J,VS1,63.3,55.0,1981.0,5.66,5.62,3.57 +15708,0.24,Very Good,E,VVS2,62.4,54.0,608.0,3.96,3.99,2.48 +10890,1.0,Good,G,SI1,64.4,54.0,4882.0,6.29,6.32,4.06 +8248,1.04,Very Good,G,SI2,62.6,58.0,4375.0,6.42,6.49,4.04 +34126,0.35,Premium,E,VS2,61.4,58.0,853.0,4.55,4.51,2.78 +1712,0.32,Premium,G,VS2,60.5,58.0,561.0,4.41,4.42,2.67 +29002,0.34,Ideal,F,VS2,61.6,57.0,686.0,4.47,4.53,2.77 +18917,1.52,Premium,H,SI2,62.0,58.0,7764.0,7.37,7.34,4.56 +29079,0.23,Premium,D,VVS2,58.9,60.0,688.0,4.03,3.95,2.35 +50611,0.27,Ideal,H,VS2,60.5,57.0,397.0,4.17,4.19,2.53 +21508,1.55,Premium,G,SI1,59.8,59.0,9600.0,7.47,7.45,4.46 +30239,0.33,Ideal,E,VS2,61.6,57.0,723.0,4.44,4.46,2.74 +5426,1.06,Premium,J,SI2,62.0,58.0,3823.0,6.53,6.45,4.04 +2911,0.89,Good,E,SI2,61.6,60.9,3284.0,6.13,6.24,3.82 +25615,1.51,Ideal,G,VS2,62.1,55.0,14482.0,7.38,7.33,4.56 +32460,0.36,Ideal,G,VVS2,61.5,55.0,794.0,4.58,4.62,2.83 +6164,1.0,Good,H,SI2,63.2,60.0,3991.0,6.27,6.33,3.98 +38011,0.31,Very Good,D,VVS2,60.5,56.0,1009.0,4.38,4.41,2.66 +14641,1.38,Premium,J,SI1,59.0,59.0,5912.0,7.38,7.32,4.34 +9565,0.98,Premium,H,VS2,59.9,60.0,4623.0,6.45,6.38,3.84 +11621,1.03,Very Good,H,SI1,60.4,60.0,5050.0,6.41,6.53,3.91 +33121,0.31,Premium,E,VVS2,61.9,58.0,816.0,4.35,4.38,2.7 +41212,0.53,Premium,G,SI1,62.1,62.0,1206.0,5.15,5.13,3.19 +18171,1.01,Premium,G,VVS2,59.4,58.0,7366.0,6.53,6.51,3.93 +77,0.26,Very Good,E,VVS2,59.9,58.0,554.0,4.15,4.23,2.51 +47664,0.23,Good,E,VVS2,63.3,56.0,530.0,3.88,3.92,2.47 +38197,0.5,Good,D,SI2,58.5,64.0,1015.0,5.2,5.12,3.02 +30626,0.28,Ideal,I,VS1,62.5,54.0,448.0,4.18,4.23,2.63 +49927,0.7,Premium,H,SI2,60.2,61.0,2184.0,5.76,5.66,3.44 +41085,0.41,Ideal,F,VVS2,61.4,56.0,1192.0,4.81,4.76,2.94 +8090,1.07,Very Good,G,SI2,64.6,60.0,4340.0,6.35,6.4,4.12 +40359,0.43,Premium,D,VS2,60.7,58.0,1129.0,4.88,4.84,2.95 +9297,1.02,Premium,F,SI2,62.5,57.0,4570.0,6.47,6.43,4.03 +30921,0.34,Ideal,F,VS1,62.1,57.0,745.0,4.49,4.53,2.8 +12531,1.21,Premium,J,SI1,62.2,57.0,5266.0,6.84,6.76,4.23 +9978,1.2,Good,H,SI2,64.1,57.0,4704.0,6.68,6.65,4.27 +10085,1.2,Very Good,G,SI2,61.2,59.0,4712.0,6.78,6.84,4.17 +35540,0.34,Ideal,F,VVS1,61.4,55.0,906.0,4.53,4.56,2.79 +40042,0.54,Ideal,E,SI2,62.7,57.0,1111.0,5.2,5.23,3.27 +16225,1.05,Very Good,G,VS2,62.8,57.0,6486.0,6.45,6.49,4.06 +12823,1.02,Premium,G,VS2,61.5,59.0,5346.0,6.45,6.4,3.95 +38209,0.43,Premium,F,SI1,60.5,60.0,1016.0,4.88,4.84,2.94 +26090,1.54,Premium,E,VS2,60.8,58.0,15323.0,7.44,7.39,4.51 +5692,1.01,Good,H,SI2,63.9,58.0,3888.0,6.32,6.35,4.05 +6810,1.02,Ideal,I,SI2,61.8,57.0,4118.0,6.44,6.46,3.99 +53313,0.72,Ideal,I,VS2,61.7,56.0,2650.0,5.73,5.78,3.55 +45238,0.52,Very Good,H,VS1,61.7,55.0,1659.0,5.15,5.17,3.19 +5328,1.0,Premium,G,SI2,61.8,58.0,3808.0,6.44,6.4,3.97 +10674,1.14,Very Good,I,SI1,62.6,55.0,4840.0,6.66,6.72,4.19 +8782,1.0,Premium,H,SI1,61.2,62.0,4469.0,6.36,6.32,3.88 +41039,0.41,Ideal,E,VVS2,62.0,56.0,1187.0,4.72,4.76,2.94 +30089,0.32,Ideal,H,VS1,61.8,55.0,720.0,4.42,4.41,2.73 +52016,0.73,Very Good,F,SI1,62.5,56.0,2445.0,5.69,5.73,3.57 +4515,0.94,Very Good,D,SI2,62.0,57.0,3634.0,6.28,6.34,3.91 +11440,1.15,Good,H,SI1,60.2,61.0,5005.0,6.74,6.84,4.09 +25758,1.51,Premium,E,VS2,62.2,59.0,14709.0,7.36,7.4,4.59 +14948,1.01,Ideal,G,VS2,60.8,59.0,6019.0,6.52,6.5,3.96 +2979,0.71,Ideal,D,VS2,61.5,55.0,3299.0,5.75,5.79,3.55 +40260,0.4,Premium,H,VVS2,60.6,60.0,1125.0,4.79,4.75,2.89 +8242,0.93,Ideal,E,SI1,62.2,55.0,4374.0,6.24,6.27,3.89 +41760,0.43,Very Good,E,VVS2,60.8,57.0,1245.0,4.89,4.92,2.98 +47009,0.56,Ideal,E,VS2,61.9,55.0,1819.0,5.29,5.34,3.29 +25899,1.24,Ideal,F,VVS1,61.2,55.0,15026.0,6.94,6.98,4.26 +33701,0.3,Ideal,E,VVS1,61.5,58.0,838.0,4.28,4.31,2.64 +12573,0.9,Very Good,F,VS1,62.5,58.0,5279.0,6.12,6.17,3.84 +50675,0.7,Ideal,I,SI1,62.8,56.0,2287.0,5.64,5.67,3.55 +32828,0.33,Very Good,G,VVS2,59.7,59.0,806.0,4.48,4.53,2.69 +10468,1.21,Very Good,I,SI2,62.1,59.0,4791.0,6.8,6.86,4.24 +44123,0.5,Very Good,E,VS2,62.8,60.0,1559.0,5.02,5.08,3.17 +31429,0.3,Ideal,H,IF,61.8,57.0,764.0,4.31,4.36,2.68 +21650,1.51,Good,G,VS2,63.7,57.0,9741.0,7.21,7.18,4.58 +30838,0.33,Premium,H,VS1,59.5,59.0,743.0,4.53,4.48,2.68 +14576,1.03,Very Good,I,SI2,63.5,58.0,5884.0,6.38,6.4,4.06 +28841,0.41,Ideal,D,SI2,62.7,55.0,683.0,4.72,4.75,2.97 +13003,2.14,Fair,J,I1,69.4,57.0,5405.0,7.74,7.7,5.36 +41611,0.27,Very Good,G,VVS2,62.4,56.0,504.0,4.13,4.16,2.58 +4843,0.86,Ideal,D,SI1,62.8,56.0,3709.0,6.05,6.08,3.81 +42764,0.54,Very Good,F,SI1,61.2,55.0,1346.0,5.23,5.29,3.22 +23728,0.25,Very Good,E,IF,61.3,56.0,633.0,4.1,4.13,2.53 +20014,0.32,Very Good,I,SI1,59.9,61.0,421.0,4.44,4.47,2.67 +34907,0.34,Premium,H,VVS2,62.7,59.0,880.0,4.47,4.43,2.79 +1197,0.9,Good,H,SI2,62.7,64.0,2934.0,6.0,6.09,3.79 +52476,0.73,Premium,D,SI2,62.4,58.0,2519.0,5.72,5.67,3.56 +10517,0.91,Ideal,F,SI1,62.0,57.0,4801.0,6.22,6.24,3.86 +1869,0.8,Very Good,E,SI2,62.6,59.0,3070.0,5.84,5.91,3.68 +38930,0.36,Very Good,E,IF,59.5,57.0,1053.0,4.68,4.73,2.8 +40439,0.52,Good,D,SI2,61.8,58.0,1138.0,5.17,5.21,3.21 +26866,1.62,Ideal,F,VS1,61.3,56.0,16790.0,7.54,7.63,4.65 +30592,0.31,Ideal,D,VS2,62.1,56.0,734.0,4.34,4.35,2.7 +23165,1.5,Good,E,SI1,58.9,61.0,11179.0,7.43,7.5,4.4 +18275,1.09,Premium,G,VS1,60.2,61.0,7422.0,6.71,6.64,4.02 +43165,0.42,Ideal,D,VVS2,62.1,55.0,1389.0,4.81,4.79,2.98 +25759,1.51,Premium,E,VS2,60.7,60.0,14709.0,7.37,7.46,4.5 +38717,0.42,Good,E,VVS2,61.9,61.0,1042.0,4.72,4.78,2.94 +31745,0.4,Ideal,D,SI1,60.8,57.0,772.0,4.77,4.81,2.91 +35258,0.34,Ideal,G,VVS1,62.1,57.0,895.0,4.45,4.47,2.77 +53482,0.9,Premium,F,SI2,58.5,60.0,2681.0,6.3,6.25,3.67 +12608,1.21,Good,I,VS2,63.4,57.0,5290.0,6.72,6.79,4.28 +33876,0.3,Ideal,E,VS2,61.7,55.0,844.0,4.32,4.3,2.66 +14161,1.08,Ideal,H,VS2,61.9,54.0,5745.0,6.61,6.64,4.1 +52210,0.8,Very Good,H,SI2,62.7,56.0,2481.0,5.83,5.91,3.68 +10165,1.0,Premium,D,SI2,62.4,58.0,4730.0,6.33,6.36,3.96 +31005,0.45,Ideal,I,VS2,61.3,55.0,748.0,4.92,4.96,3.03 +32163,0.47,Ideal,H,SI1,61.1,55.0,787.0,5.04,5.07,3.09 +21544,1.5,Very Good,G,SI1,61.5,59.0,9645.0,7.31,7.39,4.52 +43917,0.36,Ideal,J,VS1,61.7,53.7,513.0,4.58,4.62,2.84 +44681,0.53,Ideal,D,VS2,60.2,55.0,1610.0,5.26,5.3,3.18 +33079,0.42,Premium,E,SI2,58.5,60.0,814.0,4.94,4.91,2.88 +46129,0.51,Ideal,F,VS1,62.1,56.0,1744.0,5.13,5.15,3.19 +13890,1.01,Very Good,D,SI1,63.2,58.0,5654.0,6.28,6.34,3.99 +53291,0.3,Premium,D,SI1,62.3,58.0,552.0,4.28,4.32,2.68 +18903,1.42,Premium,F,SI2,59.7,57.0,7755.0,7.33,7.3,4.37 +47677,0.51,Ideal,D,VS2,62.3,55.0,1882.0,5.19,5.12,3.21 +19298,1.22,Ideal,H,VVS2,62.2,56.0,8014.0,6.83,6.87,4.26 +24461,1.7,Good,H,VS2,62.5,59.0,12723.0,7.48,7.58,4.71 +6346,1.01,Good,E,SI1,64.2,56.0,4032.0,6.31,6.27,4.04 +16401,1.43,Ideal,J,SI1,62.1,58.0,6546.0,7.23,7.16,4.47 +34282,0.32,Good,D,I1,64.0,54.0,468.0,4.36,4.33,2.78 +33980,0.38,Very Good,D,VS2,61.0,58.0,847.0,4.7,4.75,2.88 +31818,0.36,Ideal,F,VS1,60.7,59.0,775.0,4.59,4.61,2.79 +33055,0.3,Ideal,F,VVS1,61.9,58.0,814.0,4.26,4.3,2.65 +14451,1.33,Premium,I,SI2,62.4,58.0,5832.0,7.04,7.02,4.39 +26244,1.2,Premium,D,VVS1,62.1,59.0,15686.0,0.0,0.0,0.0 +27210,2.36,Ideal,J,VS2,60.1,59.0,17534.0,8.64,8.69,5.21 +190,0.71,Good,F,VS2,63.8,58.0,2777.0,5.61,5.64,3.59 +50945,0.8,Very Good,J,VS1,63.4,56.0,2321.0,5.9,5.87,3.73 +49830,0.7,Premium,D,SI2,58.3,61.0,2167.0,5.74,5.7,3.33 +25051,1.63,Very Good,E,VS2,61.8,58.0,13555.0,7.49,7.57,4.65 +33754,0.31,Ideal,F,VVS1,62.0,54.0,840.0,4.34,4.37,2.7 +18959,1.19,Premium,G,VS1,61.2,55.0,7797.0,6.86,6.81,4.18 +17193,1.18,Very Good,I,IF,63.3,58.0,6867.0,6.69,6.73,4.25 +53369,0.53,Ideal,F,IF,61.3,57.0,2658.0,5.19,5.21,3.19 +1057,0.25,Premium,E,VS1,61.5,60.0,558.0,4.04,4.02,2.48 +39009,0.4,Ideal,E,VVS2,61.5,55.0,1056.0,4.79,4.77,2.94 +44879,0.5,Premium,G,VS1,58.9,59.0,1629.0,5.21,5.15,3.05 +49229,0.75,Very Good,J,SI1,62.4,56.0,2083.0,5.78,5.82,3.62 +31919,0.3,Good,G,VS1,63.8,55.0,776.0,4.28,4.25,2.72 +47988,0.25,Very Good,D,VVS1,63.8,54.0,533.0,3.94,3.99,2.53 +19767,1.2,Ideal,F,VS2,62.3,55.0,8334.0,6.79,6.83,4.24 +21816,1.34,Ideal,G,VS1,62.7,57.0,9890.0,7.04,7.1,4.43 +35141,0.39,Premium,E,VS2,62.5,60.0,889.0,4.64,4.67,2.91 +28714,0.23,Premium,E,VVS1,58.6,61.0,680.0,4.04,4.02,2.36 +21295,1.5,Premium,E,SI2,61.0,58.0,9450.0,7.35,7.3,4.47 +12244,0.92,Very Good,D,VS1,60.6,61.0,5202.0,6.21,6.29,3.79 +9662,1.01,Ideal,H,SI1,62.4,53.0,4642.0,6.47,6.42,4.02 +34820,0.3,Premium,H,VVS1,62.3,58.0,878.0,4.32,4.29,2.68 +1279,0.71,Premium,D,VS2,62.1,60.0,2950.0,5.72,5.68,3.54 +15098,1.26,Premium,I,SI1,62.0,58.0,6068.0,6.9,6.87,4.27 +52682,0.76,Ideal,I,VS2,61.8,58.0,2551.0,5.84,5.87,3.62 +49338,0.57,Ideal,G,VVS2,61.7,54.0,2095.0,5.32,5.41,3.31 +36721,0.41,Very Good,E,VS1,63.2,59.0,954.0,4.71,4.75,2.99 +29470,0.4,Very Good,G,SI1,62.7,59.0,702.0,4.67,4.71,2.94 +36586,0.33,Ideal,G,IF,61.9,55.0,946.0,4.44,4.45,2.75 +13121,0.91,Fair,E,VVS2,63.1,55.0,5430.0,6.13,6.0,3.83 +51633,0.31,Very Good,E,SI1,60.1,61.0,544.0,4.35,4.4,2.63 +34372,0.41,Ideal,F,VS2,60.0,56.0,863.0,4.82,4.88,2.91 +45458,0.7,Good,I,SI2,63.5,56.0,1675.0,5.59,5.63,3.56 +41505,0.43,Premium,D,VS2,60.0,59.0,1234.0,4.93,4.91,2.95 +1788,0.76,Ideal,H,SI1,61.4,55.0,3050.0,5.82,5.9,3.6 +4,0.29,Premium,I,VS2,62.4,58.0,334.0,4.2,4.23,2.63 +40509,0.56,Very Good,H,SI2,59.5,57.0,1144.0,5.4,5.43,3.22 +42196,0.59,Very Good,J,VS2,61.9,58.0,1287.0,5.35,5.38,3.32 +43579,0.41,Premium,E,VVS1,62.2,58.0,1431.0,4.77,4.75,2.96 +19150,1.55,Premium,J,VS2,60.7,59.0,7911.0,7.47,7.5,4.54 +36261,0.37,Ideal,G,VVS1,61.4,55.0,936.0,4.67,4.71,2.88 +20505,1.51,Very Good,I,VS2,62.3,60.0,8836.0,7.29,7.35,4.56 +6955,1.0,Premium,H,SI1,61.7,59.0,4144.0,6.41,6.36,3.94 +40158,0.35,Ideal,G,IF,61.8,55.0,1116.0,4.56,4.54,2.81 +28849,0.41,Premium,H,SI1,62.0,59.0,683.0,4.78,4.8,2.97 +21751,1.63,Ideal,J,VS1,61.8,56.0,9819.0,7.53,7.58,4.67 +20781,1.52,Premium,J,VS1,62.5,58.0,9014.0,7.37,7.34,4.6 +14574,1.03,Premium,H,VS1,62.4,60.0,5883.0,6.48,6.43,4.03 +43007,0.52,Very Good,E,SI1,62.8,57.0,1369.0,5.09,5.13,3.21 +11717,0.34,Ideal,G,VS2,62.0,56.0,596.0,4.47,4.5,2.78 +971,0.71,Ideal,G,VVS2,61.5,57.0,2893.0,5.73,5.75,3.53 +1914,0.75,Ideal,F,VS2,62.1,57.0,3081.0,5.8,5.82,3.61 +9843,1.02,Ideal,E,SI1,61.1,56.0,4675.0,6.51,6.45,3.96 +18911,1.12,Premium,F,VS1,61.8,59.0,7761.0,6.65,6.75,4.14 +46925,0.52,Premium,G,VS1,61.1,58.0,1815.0,5.19,5.16,3.16 +39062,0.47,Very Good,F,SI2,63.3,59.0,1058.0,4.9,4.86,3.09 +19998,1.05,Very Good,F,VVS2,61.3,59.0,8537.0,6.48,6.56,4.0 +768,0.73,Ideal,D,SI1,61.5,56.0,2858.0,5.84,5.8,3.58 +49614,0.66,Good,F,VS2,64.1,56.0,2138.0,5.5,5.46,3.51 +7077,0.33,Premium,E,SI1,62.2,59.0,579.0,4.41,4.43,2.75 +13785,1.03,Very Good,H,VS2,59.9,59.0,5620.0,6.5,6.52,3.9 +23053,1.69,Ideal,I,VS2,61.7,56.0,11086.0,7.65,7.71,4.74 +41739,0.41,Ideal,E,VVS2,60.9,56.0,1243.0,4.81,4.75,2.91 +26360,0.32,Premium,G,VS1,60.6,60.0,645.0,4.4,4.44,2.68 +3717,0.82,Ideal,F,VS2,61.9,57.0,3453.0,5.99,5.96,3.7 +21348,1.0,Very Good,F,VVS1,61.7,57.0,9492.0,6.39,6.41,3.95 +18732,1.51,Ideal,J,VS2,62.4,57.0,7651.0,7.35,7.3,4.57 +22702,0.3,Fair,E,SI1,64.5,49.0,630.0,4.28,4.25,2.75 +43407,0.53,Ideal,H,VS2,62.4,56.0,1412.0,5.18,5.17,3.23 +19280,1.0,Very Good,G,IF,58.3,62.0,8002.0,6.51,6.57,3.81 +28327,0.33,Premium,G,VS1,61.9,58.0,666.0,4.43,4.46,2.75 +46196,0.5,Ideal,F,VS2,60.9,57.0,1749.0,5.14,5.16,3.14 +26439,2.01,Good,G,SI2,63.6,59.0,15977.0,8.0,7.95,5.07 +7122,0.6,Ideal,D,VVS1,62.5,55.0,4172.0,5.4,5.42,3.38 +33688,0.41,Very Good,D,SI1,63.0,59.0,838.0,4.73,4.76,2.99 +24548,2.02,Ideal,J,VS2,62.0,56.0,12832.0,8.06,8.13,5.02 +4392,0.31,Very Good,I,VVS1,62.8,55.0,571.0,4.33,4.36,2.73 +17855,1.47,Premium,J,VS2,61.5,58.0,7203.0,7.31,7.29,4.49 +3875,0.83,Premium,E,SI1,60.7,58.0,3482.0,6.06,6.09,3.69 +31705,0.36,Ideal,F,SI1,62.0,56.0,770.0,4.59,4.54,2.83 +3038,0.3,Good,G,VS1,63.5,58.0,565.0,4.21,4.26,2.69 +29925,0.31,Ideal,D,VS1,61.6,55.0,713.0,4.3,4.33,2.66 +52297,0.25,Very Good,E,VVS1,57.7,62.0,548.0,4.16,4.19,2.41 +46891,0.7,Fair,I,VS2,66.1,56.0,1814.0,5.53,5.48,3.64 +13288,1.0,Premium,D,SI1,61.5,60.0,5488.0,6.38,6.34,3.91 +40806,0.63,Premium,E,SI2,58.9,59.0,1169.0,5.64,5.6,3.31 +22933,1.52,Ideal,I,VVS1,61.9,56.0,10968.0,7.34,7.37,4.55 +29618,0.36,Ideal,I,SI2,62.1,54.0,439.0,4.56,4.58,2.84 +50817,0.76,Ideal,J,VS1,61.9,54.0,2307.0,5.88,5.84,3.63 +22726,1.13,Ideal,F,VVS2,62.1,54.0,10742.0,6.67,6.71,4.16 +48448,0.7,Premium,H,SI2,61.0,59.0,1974.0,5.76,5.71,3.5 +42773,0.44,Ideal,G,IF,62.2,54.0,1348.0,4.89,4.92,3.05 +2942,1.0,Very Good,J,SI2,62.8,63.0,3293.0,6.26,6.19,3.19 +19898,1.21,Premium,H,IF,62.2,58.0,8446.0,6.83,6.8,4.24 +37174,0.32,Ideal,D,VS2,61.3,56.0,972.0,4.41,4.37,2.69 +2213,1.0,Fair,G,SI2,68.3,54.0,3142.0,6.21,6.12,4.2 +2518,0.73,Ideal,E,VS2,62.4,57.0,3201.0,5.75,5.79,3.6 +22745,1.3,Premium,G,VVS2,60.2,58.0,10763.0,7.17,7.08,4.29 +42345,0.5,Good,E,VS2,64.1,58.0,1299.0,5.01,5.03,3.22 +39229,0.32,Ideal,D,VVS1,61.7,55.0,1067.0,4.41,4.44,2.73 +35544,0.35,Ideal,F,VS2,62.1,57.0,906.0,4.55,4.53,2.82 +11428,1.01,Very Good,E,SI1,63.1,60.0,5002.0,6.37,6.34,4.01 +7721,0.26,Ideal,F,VS1,60.9,57.0,580.0,4.13,4.11,2.51 +19880,1.12,Ideal,D,VS2,62.0,55.0,8430.0,6.66,6.63,4.12 +27339,2.01,Ideal,H,SI1,61.9,60.0,17892.0,8.09,8.07,5.0 +46541,0.51,Ideal,E,VS2,61.4,57.0,1781.0,5.16,5.13,3.16 +3716,0.73,Ideal,E,SI1,61.5,56.0,3453.0,5.79,5.82,3.57 +911,0.71,Ideal,I,VS2,61.5,55.0,2878.0,5.76,5.78,3.55 +31007,0.29,Ideal,F,IF,61.9,56.0,748.0,4.27,4.3,2.65 +43484,0.47,Ideal,G,VVS1,61.6,56.0,1421.0,4.99,5.05,3.09 +41504,0.51,Fair,H,VS1,55.5,64.0,1234.0,5.44,5.4,3.01 +44367,0.58,Ideal,I,VVS1,62.3,53.0,1580.0,5.38,5.4,3.36 +38485,0.42,Ideal,G,VVS2,60.7,55.0,1031.0,4.86,4.89,2.96 +13795,1.23,Premium,I,VS2,61.7,58.0,5622.0,6.87,6.85,4.23 +7202,1.04,Very Good,I,SI1,64.1,57.0,4190.0,6.35,6.38,4.08 +29919,0.33,Ideal,H,VVS1,61.8,55.0,713.0,4.42,4.44,2.74 +10814,1.01,Fair,G,VS1,66.8,61.0,4864.0,6.15,6.06,4.08 +37123,0.42,Ideal,D,SI1,63.0,55.0,970.0,4.79,4.76,3.01 +39091,0.31,Ideal,F,IF,61.4,56.0,1061.0,4.38,4.41,2.7 +50788,0.56,Very Good,E,VVS2,60.3,57.0,2304.0,5.33,5.37,3.23 +22398,1.56,Premium,H,VS2,62.2,58.0,10424.0,7.41,7.44,4.62 +22938,1.54,Premium,H,VS2,61.0,60.0,10977.0,7.42,7.46,4.54 +47961,0.51,Ideal,G,VVS1,61.9,53.0,1919.0,5.14,5.2,3.2 +581,0.9,Very Good,J,SI1,63.4,54.0,2834.0,6.17,6.14,3.9 +23813,1.51,Premium,E,SI1,63.0,58.0,11873.0,7.33,7.27,4.6 +45713,0.56,Premium,G,VS2,62.5,57.0,1698.0,5.28,5.25,3.29 +25244,1.5,Fair,F,VS2,65.3,57.0,13853.0,7.15,7.12,4.66 +15247,1.04,Premium,G,VS2,60.0,58.0,6122.0,6.62,6.54,3.95 +12392,1.01,Premium,G,SI1,60.2,59.0,5232.0,6.54,6.49,3.92 +28913,0.3,Ideal,G,VVS2,61.1,57.0,684.0,4.32,4.35,2.65 +33116,0.34,Ideal,E,VS2,59.8,56.0,816.0,4.55,4.54,2.72 +51830,0.7,Ideal,F,SI2,61.4,55.0,2421.0,5.73,5.77,3.53 +46308,0.3,Very Good,H,VS1,62.9,57.0,526.0,4.26,4.29,2.69 +15639,1.01,Premium,F,VS2,60.4,59.0,6271.0,6.52,6.46,3.92 +51230,0.72,Premium,G,SI1,62.8,60.0,2352.0,5.78,5.68,3.6 +47483,0.58,Premium,E,VS2,59.4,60.0,1862.0,5.47,5.43,3.24 +47504,0.58,Ideal,F,VS1,61.9,54.0,1865.0,5.37,5.33,3.31 +30680,0.35,Ideal,I,IF,62.5,55.0,737.0,4.52,4.54,2.83 +25172,1.7,Ideal,H,VS2,62.2,57.0,13756.0,7.67,7.63,4.76 +48755,0.7,Good,G,SI1,64.0,55.0,2016.0,5.62,5.59,3.59 +23215,2.34,Ideal,H,I1,62.4,55.0,11221.0,8.51,8.44,5.29 +19953,1.53,Ideal,H,SI2,61.9,57.0,8499.0,7.42,7.34,4.57 +49750,0.62,Ideal,E,SI1,60.7,56.0,2156.0,5.54,5.57,3.37 +1759,0.71,Very Good,F,VS1,62.2,55.0,3045.0,5.68,5.74,3.56 +17311,1.01,Very Good,G,VS1,63.1,57.0,6936.0,6.32,6.39,4.01 +41097,0.57,Ideal,G,SI2,61.6,54.0,1193.0,5.35,5.37,3.3 +37860,0.44,Premium,E,VS2,60.4,59.0,1003.0,4.9,4.93,2.97 +43511,0.52,Very Good,G,VS2,62.6,58.0,1423.0,5.08,5.11,3.19 +24782,1.52,Ideal,G,VS2,61.5,56.0,13153.0,7.38,7.45,4.56 +3936,0.9,Very Good,H,SI1,63.3,58.0,3500.0,6.04,6.13,3.85 +46270,0.54,Ideal,E,VS2,61.7,55.0,1754.0,5.24,5.27,3.24 +19120,1.0,Ideal,G,VVS2,60.8,57.0,7885.0,6.47,6.45,3.93 +51005,0.76,Good,I,SI1,64.3,60.0,2326.0,5.69,5.64,3.64 +7672,1.0,Very Good,H,SI2,59.7,58.0,4273.0,6.48,6.55,3.89 +9579,1.08,Premium,G,SI2,62.2,56.0,4627.0,6.62,6.54,4.09 +35738,0.3,Ideal,D,VS2,62.6,56.0,911.0,4.31,4.28,2.69 +20319,1.22,Ideal,F,VS2,62.6,56.0,8733.0,6.8,6.78,4.25 +1152,0.87,Ideal,H,SI1,62.5,57.0,2923.0,6.13,6.06,3.81 +44454,0.53,Good,G,VS1,63.8,56.0,1591.0,5.17,5.11,3.28 +72,0.3,Very Good,H,SI1,63.1,56.0,554.0,4.29,4.27,2.7 +37690,0.43,Premium,D,SI1,61.2,60.0,993.0,4.84,4.8,2.95 +44842,0.42,Ideal,H,VVS1,61.3,56.0,1625.0,4.83,4.86,2.97 +29797,0.3,Ideal,D,SI1,62.5,57.0,709.0,4.32,4.29,2.69 +11421,0.9,Premium,D,VS2,62.6,59.0,5001.0,6.14,6.17,3.85 +45193,0.51,Ideal,E,VS2,60.4,57.0,1656.0,5.15,5.18,3.12 +36092,0.32,Very Good,F,VVS1,62.7,60.0,926.0,4.32,4.35,2.72 +45280,0.56,Ideal,G,VS2,60.7,55.0,1662.0,5.32,5.35,3.24 +48199,0.53,Very Good,G,VVS1,61.7,57.0,1948.0,5.19,5.22,3.21 +22605,1.27,Ideal,F,VS2,61.0,54.0,10656.0,7.0,7.02,4.28 +2565,0.9,Good,F,SI2,64.3,57.0,3210.0,6.16,6.06,3.93 +13517,1.0,Very Good,E,VS2,62.4,62.0,5544.0,6.33,6.39,3.97 +20550,1.01,Ideal,G,IF,61.5,58.0,8869.0,6.44,6.47,3.97 +30736,0.35,Good,D,SI1,57.7,60.0,739.0,4.69,4.64,2.69 +37980,0.51,Very Good,J,VS2,61.6,58.0,1008.0,5.09,5.14,3.15 +22633,1.21,Ideal,G,VS1,61.3,57.0,10685.0,6.82,6.87,4.2 +53310,0.3,Very Good,I,VVS1,62.5,60.0,552.0,4.24,4.27,2.66 +8381,0.31,Ideal,F,VS2,62.2,56.0,583.0,4.36,4.39,2.72 +52457,0.71,Premium,G,VS2,60.4,61.0,2515.0,5.81,5.77,3.5 +52790,0.72,Ideal,F,VS2,61.9,54.0,2568.0,5.77,5.74,3.56 +46912,0.5,Premium,F,VVS2,60.6,58.0,1814.0,5.2,5.1,3.12 +49843,0.71,Premium,F,SI2,62.1,60.0,2169.0,5.68,5.62,3.51 +38336,0.32,Ideal,E,VVS1,61.9,55.0,1020.0,4.41,4.38,2.72 +38985,0.39,Premium,F,VS2,62.4,58.0,1053.0,4.65,4.61,2.89 +20125,1.2,Ideal,F,VS2,61.2,53.0,8588.0,6.88,6.85,4.2 +36068,0.4,Premium,D,SI1,60.3,62.0,924.0,4.75,4.7,2.85 +17160,1.51,Premium,J,SI1,59.4,59.0,6851.0,7.45,7.54,4.45 +42451,0.5,Good,E,SI1,63.3,59.0,1316.0,4.99,5.03,3.17 +20169,1.03,Premium,D,VVS2,61.7,59.0,8623.0,6.48,6.43,3.98 +24612,2.11,Very Good,I,SI2,63.8,54.0,12937.0,8.13,8.19,5.21 +43266,0.3,Premium,I,SI1,61.4,58.0,506.0,4.33,4.3,2.65 +49415,0.7,Very Good,H,VS2,62.1,55.0,2106.0,5.66,5.71,3.53 +11090,1.0,Good,D,SI1,63.8,53.0,4928.0,6.35,6.4,4.07 +25523,1.51,Premium,F,VS2,61.9,59.0,14334.0,7.31,7.39,4.55 +3190,0.9,Very Good,E,SI2,63.4,60.0,3342.0,6.07,6.02,3.83 +27858,0.32,Ideal,F,VS1,61.1,57.0,652.0,4.42,4.45,2.71 +14537,1.1,Ideal,G,SI1,62.2,56.6,5868.0,6.56,6.6,4.09 +20939,1.16,Premium,G,VVS2,60.0,59.0,9146.0,6.89,6.82,4.11 +42972,0.41,Ideal,E,VVS1,60.7,57.0,1367.0,4.8,4.85,2.93 +35797,0.34,Ideal,H,IF,61.9,55.0,913.0,4.5,4.55,2.8 +38111,0.36,Ideal,E,VS2,62.8,55.0,1013.0,4.56,4.49,2.84 +11563,1.01,Fair,E,SI1,64.7,56.0,5034.0,6.34,6.27,4.08 +41840,0.59,Very Good,H,SI2,61.2,60.0,1254.0,5.38,5.43,3.31 +46375,0.56,Ideal,F,VS2,62.6,56.0,1761.0,5.28,5.3,3.31 +10149,1.17,Ideal,G,SI2,61.1,56.0,4725.0,6.8,6.86,4.17 +37797,0.34,Ideal,G,VVS1,61.8,56.0,1000.0,4.45,4.51,2.77 +9620,1.2,Very Good,J,SI2,61.4,55.0,4636.0,6.85,6.92,4.23 +14426,1.3,Premium,H,VS2,62.7,58.0,5824.0,7.01,6.97,4.38 +2420,0.91,Fair,H,SI1,64.8,57.0,3180.0,6.12,6.07,3.95 +11896,1.06,Ideal,I,VS2,61.4,55.0,5116.0,6.59,6.61,4.05 +9190,1.04,Ideal,F,SI2,62.6,57.0,4547.0,6.45,6.48,4.05 +34412,0.3,Ideal,G,IF,61.9,57.0,863.0,4.27,4.29,2.65 +44411,0.56,Premium,H,VS1,60.1,58.0,1585.0,5.4,5.35,3.23 +24295,1.13,Premium,F,IF,60.0,58.0,12543.0,6.78,6.76,4.06 +2072,0.9,Good,I,VS2,62.4,65.0,3107.0,6.12,6.09,3.81 +24470,1.7,Ideal,I,VS1,62.2,55.0,12737.0,7.67,7.63,4.76 +49911,0.71,Premium,H,VS2,62.8,59.0,2181.0,5.68,5.63,3.55 +8467,1.03,Good,F,SI2,59.0,59.0,4414.0,6.55,6.6,3.88 +34120,0.38,Ideal,E,VS2,62.0,56.0,853.0,4.62,4.66,2.88 +34587,0.35,Ideal,F,VVS2,60.8,55.0,872.0,4.58,4.61,2.79 +4837,0.9,Very Good,I,VS2,58.7,60.0,3709.0,6.28,6.35,3.71 +52722,0.61,Ideal,E,VS2,61.8,56.0,2556.0,5.42,5.46,3.36 +45241,0.53,Ideal,D,VS2,61.4,56.0,1659.0,5.18,5.21,3.19 +2323,1.01,Fair,H,SI2,64.5,54.0,3167.0,6.26,6.15,4.0 +1584,0.7,Very Good,D,VS1,60.4,58.0,3008.0,5.71,5.78,3.47 +23363,0.23,Ideal,H,VS1,61.2,55.0,423.0,3.94,3.97,2.42 +8818,1.16,Good,F,SI2,63.7,63.0,4476.0,6.63,6.55,4.2 +18148,1.01,Premium,G,IF,61.3,58.0,7352.0,6.48,6.4,3.95 +30836,0.33,Premium,H,VS1,59.2,58.0,743.0,4.55,4.5,2.68 +31869,0.3,Good,H,VVS2,63.6,56.0,776.0,4.29,4.26,2.72 +28559,0.3,Ideal,H,VS1,62.1,54.0,675.0,4.35,4.32,2.69 +4784,1.0,Ideal,F,SI2,62.3,56.0,3696.0,6.34,6.27,3.93 +44238,0.51,Ideal,H,VS1,61.8,57.0,1573.0,5.11,5.14,3.16 +31341,0.35,Very Good,F,VS1,61.9,56.0,760.0,4.5,4.53,2.79 +37709,0.4,Ideal,G,VVS1,62.6,57.0,995.0,4.66,4.73,2.94 +49354,0.56,Ideal,F,VS1,62.1,56.0,2097.0,5.32,5.28,3.29 +15314,1.96,Fair,I,I1,66.8,55.0,6147.0,7.62,7.6,5.08 +27923,0.26,Very Good,D,SI1,59.7,58.0,658.0,4.16,4.22,2.5 +35922,0.43,Ideal,H,SI1,61.6,55.0,919.0,4.9,4.87,3.01 +23713,0.3,Good,D,VS1,61.7,62.0,632.0,4.18,4.21,2.59 +34813,0.44,Very Good,E,SI2,63.2,59.0,878.0,4.85,4.8,3.05 +9786,1.01,Very Good,I,VS2,62.3,60.0,4666.0,6.33,6.41,3.97 +2797,0.77,Premium,E,VS1,60.8,56.0,3260.0,5.95,5.9,3.6 +39475,0.41,Ideal,E,VS1,62.1,55.0,1079.0,4.77,4.8,2.97 +27629,2.14,Ideal,H,SI1,61.5,57.0,18528.0,8.36,8.29,5.12 +24521,1.56,Ideal,G,VS2,62.2,54.0,12800.0,0.0,0.0,0.0 +49695,0.52,Ideal,D,VS1,60.4,56.0,2146.0,5.24,5.26,3.17 +42970,0.46,Premium,F,VS1,60.5,58.0,1367.0,4.97,5.02,3.02 +13347,1.02,Premium,G,VS2,62.7,58.0,5506.0,6.44,6.36,4.01 +20002,1.23,Ideal,H,VS2,61.5,57.0,8541.0,6.92,6.87,4.24 +29624,0.26,Good,H,VVS2,63.4,55.0,440.0,4.05,4.06,2.57 +24501,1.51,Very Good,E,VS2,62.7,59.0,12779.0,7.2,7.32,4.55 +40505,0.47,Premium,H,VS1,61.8,58.0,1143.0,4.94,4.99,3.07 +44679,0.72,Good,F,SI2,63.8,59.0,1609.0,5.64,5.58,3.58 +26848,2.01,Premium,I,VS2,62.8,58.0,16778.0,8.01,7.94,5.01 +11693,1.01,Very Good,J,VVS2,63.7,57.0,5067.0,6.31,6.35,4.03 +14169,1.34,Ideal,J,VS1,62.0,57.0,5748.0,7.04,7.12,4.39 +5880,1.01,Ideal,J,SI1,62.8,57.0,3926.0,6.4,6.44,4.03 +24477,1.39,Ideal,F,VS2,61.5,55.0,12744.0,7.19,7.23,4.44 +2762,0.9,Very Good,I,SI1,63.3,59.0,3251.0,6.14,6.05,3.86 +17054,0.41,Ideal,F,SI2,62.0,53.0,612.0,4.77,4.81,2.97 +13492,1.01,Good,G,VS2,63.2,64.0,5538.0,6.34,6.28,3.99 +50801,0.61,Premium,D,VS1,61.5,58.0,2306.0,5.46,5.4,3.34 +49274,0.54,Ideal,G,VVS2,61.0,56.0,2090.0,5.3,5.25,3.22 +47452,0.53,Ideal,D,VS2,61.7,55.0,1857.0,5.21,5.23,3.22 +48219,0.53,Ideal,H,IF,62.0,54.0,1949.0,5.22,5.27,3.25 +4910,0.7,Very Good,E,VVS1,60.9,59.0,3724.0,5.67,5.81,3.5 +51269,0.82,Fair,H,SI2,65.1,58.0,2358.0,5.86,5.81,3.8 +3848,0.74,Very Good,D,VS2,59.8,58.0,3476.0,5.9,5.94,3.54 +5854,1.0,Good,I,SI1,63.7,64.0,3920.0,6.33,6.27,4.01 +16831,1.11,Ideal,G,VS2,62.2,55.0,6713.0,6.67,6.61,4.13 +955,0.77,Premium,E,SI1,59.8,61.0,2889.0,5.99,5.95,3.57 +3563,0.9,Ideal,J,VS1,62.1,57.0,3418.0,6.16,6.18,3.83 +25764,1.5,Premium,F,VS2,61.5,58.0,14719.0,7.34,7.32,4.51 +35491,0.43,Ideal,F,VS2,61.5,56.0,904.0,4.85,4.89,2.99 +7864,1.07,Very Good,I,SI1,61.8,60.0,4307.0,6.52,6.56,4.04 +7705,0.9,Fair,D,VS2,57.4,65.0,4277.0,6.26,6.29,3.6 +35303,0.3,Good,H,VS2,63.5,54.0,473.0,4.27,4.3,2.72 +1448,0.79,Ideal,F,SI1,62.5,57.0,2976.0,5.88,5.92,3.69 +4441,1.0,Good,J,SI1,59.5,61.0,3616.0,6.46,6.52,3.86 +53485,0.76,Ideal,F,SI1,61.7,55.0,2682.0,5.87,5.9,3.63 +12243,0.9,Good,E,VS1,62.7,58.0,5201.0,6.07,6.12,3.82 +15893,1.01,Ideal,G,VS2,61.6,56.0,6353.0,6.46,6.43,3.97 +16024,0.3,Ideal,I,VS1,61.0,56.0,608.0,4.37,4.35,2.66 +51717,0.7,Good,F,SI1,61.6,65.0,2401.0,5.71,5.66,3.5 +43635,0.43,Very Good,E,VVS1,61.2,56.0,1433.0,4.84,4.87,2.97 +25825,1.51,Premium,E,VS2,60.7,60.0,14844.0,7.46,7.37,4.5 +38351,0.34,Premium,F,VS1,61.5,55.0,1020.0,4.58,4.49,2.79 +37589,0.44,Premium,G,SI1,61.9,58.0,990.0,4.87,4.83,3.0 +43435,0.53,Ideal,E,SI1,61.4,56.0,1415.0,5.21,5.24,3.21 +20225,1.04,Very Good,G,IF,60.7,58.0,8655.0,6.52,6.65,4.0 +7492,1.01,Good,I,VS2,62.5,59.0,4239.0,6.3,6.37,3.96 +16526,1.05,Ideal,G,VS2,60.8,57.0,6604.0,6.65,6.58,4.02 +15406,1.02,Premium,G,VS2,60.5,54.0,6169.0,6.57,6.48,3.95 +2248,0.91,Good,G,SI2,62.5,60.0,3149.0,6.05,6.08,3.79 +18876,1.01,Premium,F,VVS1,62.5,58.0,7741.0,6.35,6.41,3.99 +18729,1.03,Ideal,G,VS1,61.3,56.0,7648.0,6.52,6.5,3.99 +2035,0.72,Premium,F,VVS2,61.6,59.0,3105.0,5.78,5.72,3.54 +8324,1.03,Ideal,G,SI2,61.7,55.0,4391.0,6.48,6.52,4.01 +18753,1.01,Premium,G,VVS2,63.0,61.0,7665.0,6.36,6.34,4.0 +51055,0.7,Premium,H,SI1,60.9,62.0,2331.0,5.72,5.65,3.46 +986,0.77,Very Good,G,VS2,58.3,63.0,2896.0,6.0,6.05,3.51 +43554,0.55,Ideal,G,SI1,60.8,56.0,1429.0,5.3,5.36,3.24 +10118,1.02,Premium,G,SI1,61.0,59.0,4718.0,6.48,6.44,3.94 +11366,1.1,Good,G,SI1,63.4,57.0,4997.0,6.52,6.55,4.14 +17047,0.32,Ideal,E,VS2,61.3,56.0,612.0,4.41,4.46,2.72 +25829,1.41,Good,E,VVS2,59.9,61.0,14853.0,7.21,7.37,4.37 +6328,0.71,Ideal,D,VS2,60.9,56.0,4029.0,5.76,5.79,3.52 +12811,1.06,Ideal,G,SI1,62.0,57.0,5342.0,6.54,6.5,4.04 +22976,1.33,Good,D,VS2,63.6,58.0,11023.0,7.02,6.91,4.43 +24449,1.51,Good,D,VS2,59.8,65.0,12709.0,7.36,7.43,4.42 +40392,0.53,Ideal,G,SI2,59.9,57.0,1132.0,5.25,5.3,3.16 +22058,1.74,Ideal,E,SI2,62.3,57.0,10085.0,7.8,7.7,4.83 +32073,0.32,Good,E,VS2,57.0,60.0,780.0,4.6,4.53,2.6 +32861,0.39,Very Good,E,VS2,60.0,56.0,808.0,4.76,4.81,2.87 +16341,1.11,Premium,G,VS2,61.4,58.0,6534.0,6.7,6.66,4.1 +41931,0.45,Very Good,G,VVS1,60.1,58.0,1263.0,4.95,4.97,2.98 +3920,1.02,Premium,G,SI2,61.8,58.0,3496.0,6.47,6.4,3.98 +958,0.8,Premium,F,SI1,61.5,60.0,2890.0,5.97,5.94,3.66 +34301,0.3,Very Good,F,VVS1,58.1,61.0,858.0,4.39,4.42,2.56 +5632,0.9,Very Good,H,VS2,62.8,58.0,3878.0,6.13,6.17,3.86 +38716,0.53,Ideal,J,SI1,61.4,56.0,1042.0,5.2,5.23,3.2 +47976,0.38,Ideal,J,VS2,62.1,54.0,532.0,4.65,4.69,2.9 +2441,0.7,Ideal,H,VS1,61.7,57.0,3185.0,5.66,5.7,3.5 +12008,0.9,Very Good,G,VS1,61.5,56.0,5148.0,6.2,6.23,3.82 +40011,0.41,Ideal,F,VS2,62.8,57.0,1107.0,4.76,4.73,2.98 +38877,0.4,Premium,D,VS2,60.5,59.0,1050.0,4.8,4.76,2.89 +8218,1.13,Ideal,J,SI2,61.9,56.0,4371.0,6.67,6.71,4.14 +34854,0.3,Ideal,G,VVS2,61.5,57.0,878.0,4.33,4.29,2.65 +9165,1.02,Premium,F,SI2,61.5,58.0,4541.0,6.49,6.42,3.97 +2013,0.78,Premium,D,SI1,61.8,59.0,3103.0,5.93,5.88,3.65 +29480,0.32,Premium,E,VS2,60.5,58.0,702.0,4.44,4.48,2.7 +20054,0.31,Ideal,F,VS2,62.3,55.0,625.0,4.3,4.33,2.69 +38359,0.33,Ideal,F,VVS1,61.7,57.0,1021.0,4.47,4.44,2.75 +7300,1.0,Premium,E,SI2,58.5,61.0,4202.0,6.52,6.48,3.8 +28542,0.3,Premium,E,SI1,59.5,58.0,675.0,4.42,4.39,2.62 +44923,0.74,Very Good,E,SI2,63.3,59.0,1632.0,5.82,5.78,3.67 +43548,0.53,Premium,H,VS2,59.4,59.0,1428.0,5.31,5.27,3.14 +24305,1.51,Ideal,G,VS2,62.1,54.0,12551.0,7.34,7.31,4.55 +40824,0.39,Premium,G,VVS1,60.4,59.0,1170.0,4.75,4.72,2.86 +41092,0.41,Ideal,F,VVS2,61.7,57.0,1192.0,4.8,4.73,2.94 +40485,0.5,Good,D,SI2,57.1,63.0,1141.0,5.23,5.27,3.0 +50329,0.72,Ideal,F,SI2,62.1,57.0,2241.0,5.72,5.75,3.56 +34606,0.27,Very Good,D,VS1,63.2,55.0,470.0,4.1,4.16,2.61 +7516,1.01,Good,H,SI1,60.6,61.0,4242.0,6.35,6.39,3.86 +40603,0.23,Very Good,E,VVS2,63.0,58.0,498.0,3.92,3.95,2.48 +23122,2.2,Premium,H,SI2,58.2,59.0,11147.0,8.52,8.47,4.94 +8478,1.01,Ideal,F,SI2,60.5,57.0,4416.0,6.49,6.53,3.94 +17988,1.14,Premium,F,VS2,62.0,59.0,7275.0,6.71,6.64,4.14 +26616,2.02,Premium,I,SI1,60.9,60.0,16368.0,8.13,8.1,4.94 +39589,0.38,Very Good,E,VS1,58.1,59.0,1083.0,4.78,4.82,2.79 +46446,0.52,Very Good,E,VS2,63.5,54.0,1773.0,5.19,5.11,3.27 +37697,0.41,Premium,J,VVS1,62.2,59.0,994.0,4.75,4.71,2.94 +38468,0.41,Premium,E,VS1,60.7,59.0,1030.0,4.79,4.77,2.9 +48678,0.54,Ideal,D,VS1,62.1,57.0,2004.0,5.19,5.22,3.23 +47358,0.54,Ideal,H,VVS1,61.7,57.0,1846.0,5.23,5.24,3.23 +12045,0.4,Good,G,SI2,63.4,59.0,596.0,4.64,4.66,2.95 +3612,0.9,Ideal,G,SI2,62.7,55.0,3428.0,6.11,6.17,3.85 +17182,2.32,Fair,H,I1,70.5,55.0,6860.0,7.93,7.9,5.58 +20697,1.51,Very Good,G,SI2,61.7,54.0,8973.0,7.37,7.41,4.56 +30296,0.3,Very Good,G,SI1,60.1,62.0,447.0,4.35,4.37,2.62 +24014,1.52,Ideal,F,SI1,62.0,54.0,12182.0,7.44,7.36,4.59 +34222,0.38,Premium,G,SI1,59.5,62.0,855.0,4.71,4.67,2.79 +29229,0.39,Very Good,I,VS2,60.2,61.0,696.0,4.74,4.79,2.87 +28264,0.23,Good,E,VS2,61.8,63.0,357.0,3.88,3.89,2.4 +48705,0.6,Very Good,D,VS2,63.7,56.0,2010.0,5.34,5.36,3.41 +27450,2.51,Very Good,I,SI2,62.3,57.0,18090.0,8.69,8.76,5.44 +17649,1.52,Very Good,J,VS2,63.1,61.0,7109.0,7.23,7.19,4.55 +51137,0.78,Ideal,E,SI2,60.8,56.0,2340.0,5.98,5.92,3.62 +11484,1.26,Premium,J,VS2,62.1,58.0,5015.0,6.9,6.95,4.3 +146,0.7,Good,H,VVS2,62.1,64.0,2767.0,5.62,5.65,3.5 +23985,1.56,Ideal,H,VS2,60.7,57.0,12146.0,7.49,7.53,4.56 +43924,0.28,Ideal,H,VVS2,61.6,56.0,514.0,4.22,4.26,2.61 +25565,1.62,Very Good,F,VS2,63.2,56.0,14400.0,7.54,7.43,4.73 +13135,1.11,Premium,H,SI1,61.1,60.0,5433.0,6.68,6.62,4.06 +40860,0.34,Ideal,F,VVS1,61.1,56.0,1174.0,4.5,4.53,2.76 +43180,0.42,Very Good,F,VVS1,61.9,58.0,1391.0,4.77,4.82,2.97 +37015,0.33,Ideal,G,VVS2,61.5,56.0,965.0,4.49,4.45,2.75 +27169,1.65,Very Good,F,VS1,62.8,56.0,17425.0,7.52,7.57,4.74 +2482,0.81,Premium,G,VS2,62.9,58.0,3193.0,5.94,5.88,3.72 +47724,0.56,Ideal,H,VS1,60.2,57.0,1888.0,5.38,5.35,3.23 +48353,0.74,Fair,H,SI2,62.0,53.0,1962.0,5.85,5.74,3.6 +27517,3.01,Fair,I,SI2,65.8,56.0,18242.0,8.99,8.94,5.9 +7625,1.01,Very Good,J,VS1,61.3,57.0,4262.0,6.43,6.5,3.96 +22110,1.87,Ideal,J,SI1,62.3,57.0,10137.0,7.88,7.82,4.89 +14907,1.01,Ideal,G,VS2,61.8,56.0,5999.0,6.42,6.45,3.98 +8379,0.31,Ideal,F,VS2,61.9,57.0,583.0,4.32,4.34,2.68 +4897,0.8,Very Good,F,VS1,62.3,57.0,3720.0,5.92,5.95,3.7 +49777,0.7,Good,F,SI1,63.1,57.0,2161.0,5.61,5.65,3.55 +22892,1.2,Very Good,F,VVS2,61.4,60.0,10931.0,6.79,6.83,4.18 +31434,0.3,Ideal,H,IF,61.6,57.0,764.0,4.31,4.33,2.66 +1008,0.79,Ideal,G,SI1,62.3,57.0,2898.0,5.9,5.85,3.66 +23050,1.32,Ideal,G,VS1,61.7,56.0,11079.0,7.03,7.11,4.36 +27702,0.26,Ideal,G,IF,61.7,54.0,648.0,4.15,4.18,2.57 +11539,0.97,Ideal,D,SI1,62.8,56.0,5028.0,6.24,6.3,3.94 +21942,1.51,Premium,H,SI1,61.3,60.0,10012.0,7.33,7.29,4.48 +47083,0.69,Premium,H,SI1,62.8,58.0,1822.0,5.65,5.62,3.54 +33191,0.34,Very Good,G,VVS1,60.9,57.0,819.0,4.53,4.56,2.76 +43256,0.42,Ideal,E,VVS1,62.3,57.0,1400.0,4.78,4.79,2.98 +53882,0.72,Ideal,G,VS1,62.6,53.0,2746.0,5.76,5.78,3.61 +18341,1.2,Ideal,F,SI1,61.5,53.0,7463.0,6.87,6.9,4.24 +33328,0.35,Ideal,D,SI1,61.3,57.0,827.0,4.57,4.54,2.79 +12905,1.12,Very Good,H,SI2,61.7,59.0,5375.0,6.67,6.71,4.13 +6970,1.01,Good,G,SI2,62.4,60.0,4150.0,6.32,6.38,3.96 +36748,0.33,Ideal,F,VVS1,61.9,56.0,955.0,4.42,4.47,2.75 +22496,1.29,Premium,F,VS1,60.9,58.0,10530.0,7.01,6.97,4.26 +49208,0.52,Fair,E,VVS2,57.2,64.0,2079.0,5.27,5.36,3.04 +1426,0.76,Ideal,G,VS1,59.4,57.0,2972.0,5.99,6.03,3.57 +14512,1.14,Ideal,H,SI1,60.4,57.0,5861.0,6.78,6.83,4.11 +23815,1.53,Very Good,D,SI1,59.2,57.0,11873.0,7.52,7.55,4.46 +29991,0.32,Ideal,F,VS1,61.7,56.0,716.0,4.39,4.42,2.72 +34362,0.41,Ideal,F,VS2,61.0,57.0,863.0,4.76,4.81,2.92 +19990,1.6,Ideal,I,SI2,61.9,57.0,8530.0,7.51,7.48,4.64 +38077,0.3,Premium,E,VVS2,60.8,60.0,1013.0,4.31,4.27,2.61 +11940,1.09,Very Good,H,SI1,60.6,60.0,5131.0,6.61,6.68,4.03 +31357,0.27,Ideal,F,IF,61.4,57.0,760.0,4.17,4.19,2.57 +22405,1.5,Good,G,SI1,64.2,58.0,10428.0,7.14,7.2,4.6 +10365,0.9,Ideal,G,VS2,61.7,56.0,4773.0,6.19,6.26,3.84 +47475,0.52,Very Good,D,VS1,62.6,59.0,1860.0,5.03,5.13,3.18 +36049,0.31,Premium,E,VVS1,61.3,58.0,924.0,4.36,4.39,2.68 +2886,0.71,Very Good,G,VVS2,62.8,58.0,3281.0,5.69,5.75,3.59 +39716,0.5,Good,E,SI1,64.0,56.0,1090.0,5.03,4.97,3.2 +47847,0.53,Ideal,F,VS1,62.0,55.0,1908.0,5.2,5.15,3.21 +33749,0.31,Ideal,F,VVS1,62.1,54.0,840.0,4.37,4.39,2.72 +38661,0.42,Premium,D,SI1,61.9,59.0,1040.0,4.81,4.76,2.96 +14811,1.01,Premium,G,VVS2,61.5,61.0,5963.0,6.44,6.38,3.94 +52917,0.72,Good,F,VS2,64.1,64.0,2589.0,5.66,5.6,3.61 +3382,0.31,Premium,J,VS1,60.7,60.0,408.0,4.34,4.39,2.65 +31310,0.32,Premium,D,VS2,60.3,60.0,758.0,4.42,4.44,2.67 +38019,0.39,Premium,G,VS2,60.4,61.0,1009.0,4.7,4.67,2.83 +26836,2.01,Premium,G,SI2,59.0,60.0,16733.0,8.31,8.26,4.89 +44117,0.54,Very Good,E,SI1,59.6,62.0,1559.0,5.31,5.36,3.18 +9456,1.07,Premium,F,SI1,61.7,58.0,4597.0,6.58,6.62,4.07 +6320,1.01,Good,F,SI2,61.3,62.0,4028.0,6.44,6.48,3.96 +7297,1.21,Good,E,I1,64.0,57.0,4201.0,6.73,6.67,4.29 +29668,0.35,Ideal,H,VVS2,62.5,57.0,706.0,4.48,4.54,2.82 +5127,0.78,Ideal,D,VS2,61.9,56.0,3763.0,5.88,5.94,3.66 +20270,1.24,Ideal,H,VVS1,61.9,55.0,8693.0,6.85,6.91,4.27 +25530,2.25,Ideal,H,SI1,62.4,56.0,14348.0,8.4,8.37,5.23 +37682,0.4,Very Good,D,VS2,62.8,58.0,993.0,4.66,4.71,2.94 +28938,0.3,Good,H,VVS1,63.4,55.0,684.0,4.28,4.3,2.72 +8990,1.01,Ideal,I,SI1,61.9,57.0,4509.0,6.4,6.5,3.98 +51915,0.71,Very Good,F,SI1,61.8,58.0,2436.0,5.72,5.81,3.56 +11760,1.26,Premium,I,SI2,60.1,59.0,5080.0,7.03,6.99,4.21 +2353,0.93,Fair,G,SI2,66.1,58.1,3172.0,6.0,6.04,3.98 +48846,0.53,Ideal,H,VS2,61.4,56.0,2031.0,5.2,5.23,3.2 +33802,0.4,Ideal,F,VS2,62.0,57.0,842.0,4.68,4.74,2.92 +37698,0.41,Ideal,J,VVS1,62.0,57.0,994.0,4.79,4.73,2.95 +7098,1.0,Good,H,VS2,57.8,59.0,4166.0,6.53,6.47,3.75 +2583,0.92,Ideal,J,VS2,61.1,57.0,3215.0,6.31,6.22,3.83 +4782,0.74,Ideal,F,VS1,62.0,54.0,3694.0,5.85,5.81,3.62 +20651,1.27,Very Good,G,VVS2,62.5,57.0,8941.0,6.86,6.91,4.3 +48108,0.5,Ideal,G,VVS2,60.5,55.0,1935.0,5.15,5.13,3.11 +24788,1.5,Good,F,VS2,58.6,64.0,13160.0,7.52,7.46,4.39 +39943,0.23,Very Good,E,IF,59.9,58.0,492.0,3.98,4.03,2.4 +9033,0.41,Ideal,J,VS2,61.7,55.0,587.0,4.79,4.81,2.96 +29145,0.33,Ideal,E,VS1,61.5,56.0,692.0,4.45,4.5,2.75 +19231,1.53,Ideal,I,VS1,62.9,57.0,7968.0,7.36,7.3,4.61 +14012,1.02,Very Good,F,SI1,63.7,56.0,5701.0,6.34,6.41,4.06 +12691,0.28,Ideal,E,VS1,62.0,57.0,598.0,4.17,4.2,2.59 +44527,0.5,Ideal,G,VS2,62.2,54.1,1601.0,5.07,5.12,3.17 +9737,1.16,Very Good,I,SI1,61.5,60.4,4657.0,6.71,6.76,4.14 +2309,1.0,Fair,H,SI2,63.7,54.0,3164.0,6.42,6.27,4.06 +18075,1.63,Premium,I,SI1,61.5,60.0,7302.0,7.59,7.54,4.65 +40989,0.45,Premium,G,VVS2,61.4,61.0,1181.0,4.95,4.89,3.02 +34659,0.31,Premium,E,VS2,61.3,60.0,872.0,4.39,4.32,2.67 +44070,0.55,Ideal,E,SI1,60.6,56.0,1551.0,5.3,5.33,3.22 +48685,0.7,Premium,J,VS1,60.9,58.0,2005.0,5.73,5.66,3.47 +36840,0.37,Premium,G,VS1,59.2,61.0,957.0,4.7,4.63,2.76 +36425,0.31,Ideal,D,VS2,61.2,55.0,942.0,4.42,4.37,2.69 +51579,0.65,Ideal,D,VS2,62.7,57.0,2392.0,5.56,5.5,3.47 +22101,1.43,Ideal,H,VVS2,61.6,54.0,10129.0,7.25,7.29,4.48 +2999,0.9,Very Good,G,SI2,59.2,57.0,3303.0,6.3,6.36,3.75 +43508,0.43,Ideal,F,VVS1,62.0,57.0,1422.0,4.84,4.81,2.99 +24371,0.41,Ideal,J,VS2,62.2,54.4,637.0,4.72,4.75,2.95 +39362,0.52,Very Good,G,SI2,63.3,58.0,1073.0,5.11,5.06,3.22 +52460,0.7,Fair,F,VS2,66.4,53.0,2516.0,5.51,5.49,3.65 +479,0.75,Ideal,E,SI1,62.0,57.0,2821.0,5.8,5.78,3.59 +5581,1.0,Premium,H,SI2,61.0,61.0,3864.0,6.31,6.27,3.84 +19316,1.18,Premium,G,VVS2,61.0,58.0,8025.0,6.84,6.79,4.16 +19667,1.5,Good,J,VVS2,63.3,57.0,8276.0,7.25,7.28,4.6 +52526,0.58,Ideal,E,VVS2,62.1,56.0,2529.0,5.33,5.36,3.32 +9542,1.17,Ideal,J,VS2,62.1,56.0,4619.0,6.8,6.75,4.21 +15027,1.0,Premium,G,VS2,62.2,58.0,6048.0,6.54,6.49,3.94 +15951,1.24,Ideal,I,SI1,60.6,59.0,6381.0,6.97,7.03,4.24 +45954,0.56,Premium,D,SI1,60.8,60.0,1723.0,5.29,5.31,3.22 +685,0.66,Ideal,D,VS1,62.1,56.0,2851.0,5.54,5.57,3.45 +36908,0.42,Ideal,D,VS2,61.5,55.0,961.0,4.83,4.86,2.98 +18646,1.07,Very Good,G,VS2,60.0,56.0,7611.0,6.67,6.69,4.01 +23403,1.71,Very Good,I,VS2,63.4,59.0,11389.0,7.53,7.45,4.75 +21022,1.55,Ideal,I,VS2,62.6,56.0,9233.0,7.41,7.35,4.62 +15793,1.26,Very Good,H,SI1,62.1,57.0,6320.0,6.88,6.94,4.29 +16174,1.0,Ideal,G,VS1,62.2,56.0,6465.0,6.41,6.35,3.97 +30259,0.34,Very Good,D,VS1,59.8,57.0,725.0,4.54,4.59,2.73 +31872,0.3,Premium,H,VVS2,62.9,57.0,776.0,4.31,4.28,2.7 +44471,0.54,Ideal,E,SI1,61.5,56.0,1594.0,5.31,5.26,3.25 +32158,0.28,Ideal,E,VVS1,60.6,55.0,787.0,4.28,4.3,2.6 +34895,0.43,Ideal,G,VS1,61.2,57.0,880.0,4.83,4.88,2.97 +16028,0.3,Premium,I,VS1,60.8,59.0,608.0,4.32,4.3,2.62 +32702,0.31,Ideal,F,VS2,61.6,55.0,802.0,4.37,4.36,2.69 +4693,0.63,Premium,E,VS1,60.5,57.0,3675.0,5.58,5.53,3.36 +33192,0.36,Ideal,F,VS1,61.6,56.0,819.0,4.62,4.64,2.85 +44640,0.54,Ideal,E,VS2,61.7,55.0,1609.0,5.23,5.2,3.22 +14456,1.5,Good,H,SI2,57.3,62.0,5833.0,7.55,7.5,4.31 +32568,0.38,Premium,F,VS2,60.5,59.0,800.0,4.67,4.72,2.84 +4229,0.74,Ideal,G,VS1,61.5,56.0,3572.0,5.79,5.82,3.57 +6001,1.01,Premium,H,SI2,60.6,61.0,3959.0,6.45,6.38,3.89 +51817,0.64,Ideal,F,VS2,62.3,56.0,2419.0,5.51,5.53,3.44 +5856,0.7,Very Good,D,VVS1,61.5,63.0,3920.0,5.78,5.64,3.51 +9342,1.01,Very Good,E,SI2,63.3,58.0,4581.0,6.37,6.3,4.01 +36281,0.32,Good,G,SI1,63.5,56.0,477.0,4.35,4.38,2.77 +29914,0.3,Premium,D,VS1,61.9,58.0,712.0,4.28,4.32,2.66 +23747,1.5,Premium,E,SI1,60.0,58.0,11795.0,7.5,7.47,4.49 +15077,1.12,Ideal,I,VS1,60.9,57.0,6060.0,6.7,6.73,4.09 +33166,0.36,Ideal,F,VVS2,61.4,56.0,817.0,4.58,4.61,2.82 +34176,0.33,Premium,G,VS1,61.3,58.0,854.0,4.45,4.42,2.72 +32956,0.24,Very Good,F,VS2,61.3,54.0,461.0,4.02,4.07,2.47 +26740,1.51,Ideal,F,VS1,62.1,56.0,16520.0,7.38,7.34,4.57 +49894,0.54,Ideal,D,VS2,60.0,56.0,2177.0,5.39,5.28,3.2 +25432,1.57,Premium,G,VS1,59.9,56.0,14180.0,7.6,7.55,4.54 +708,0.7,Premium,E,VS1,58.4,59.0,2854.0,5.91,5.83,3.43 +46273,0.57,Premium,F,VS2,60.3,58.0,1754.0,5.4,5.44,3.27 +37844,0.33,Ideal,D,VS2,62.5,55.0,1002.0,4.45,4.41,2.77 +11650,1.01,Good,D,SI1,63.9,61.0,5055.0,6.28,6.31,4.02 +49185,0.56,Ideal,E,VS1,61.7,57.0,2075.0,5.3,5.32,3.27 +44317,0.32,Ideal,J,IF,61.0,57.0,521.0,4.42,4.46,2.71 +13207,1.11,Ideal,H,SI1,61.6,56.0,5456.0,6.69,6.65,4.11 +27132,1.58,Ideal,G,IF,62.2,57.0,17329.0,7.45,7.51,4.65 +5829,0.92,Good,D,SI2,63.9,55.0,3916.0,6.14,6.09,3.91 +15355,1.03,Very Good,G,VS2,62.9,56.0,6164.0,6.43,6.45,4.05 +18158,1.46,Very Good,J,VS2,59.7,59.0,7358.0,7.36,7.39,4.4 +3490,0.9,Good,I,VS1,62.8,57.0,3398.0,6.07,6.16,3.84 +15883,1.0,Very Good,F,VS2,62.9,55.0,6352.0,6.34,6.38,4.0 +20494,1.51,Premium,F,SI1,60.9,59.0,8828.0,7.42,7.33,4.49 +15686,1.23,Ideal,D,SI2,60.6,54.0,6289.0,6.97,7.02,4.24 +28119,0.36,Ideal,D,SI1,62.1,56.0,663.0,4.53,4.58,2.83 +11065,0.34,Good,E,SI1,63.9,56.0,596.0,4.44,4.48,2.85 +1001,0.75,Ideal,D,SI1,62.3,55.0,2898.0,5.83,5.8,3.62 +47924,0.56,Ideal,G,VS1,62.2,55.0,1915.0,5.31,5.27,3.29 +45655,0.25,Premium,E,VS2,59.7,61.0,525.0,4.1,4.08,2.44 +19576,1.51,Premium,J,VS1,61.4,57.0,8204.0,7.38,7.3,4.51 +14062,0.3,Good,H,VVS2,63.5,55.0,605.0,4.25,4.28,2.71 +15891,1.01,Very Good,G,VS1,60.7,63.0,6353.0,6.4,6.38,3.88 +24285,1.5,Very Good,F,VS2,61.3,58.0,12526.0,7.24,7.29,4.45 +30749,0.34,Ideal,H,VVS1,62.2,54.0,740.0,4.48,4.53,2.8 +7301,1.0,Good,I,VS1,63.8,56.0,4202.0,6.35,6.32,4.04 +29310,0.34,Ideal,F,SI2,61.9,57.0,438.0,4.5,4.52,2.79 +45669,0.52,Ideal,E,VS2,61.4,54.0,1694.0,5.23,5.2,3.2 +31444,0.34,Ideal,G,VS2,62.1,57.0,765.0,4.5,4.46,2.78 +46886,0.7,Premium,G,SI2,62.5,62.0,1814.0,5.58,5.56,3.48 +34576,0.31,Ideal,G,IF,61.1,57.0,871.0,4.38,4.42,2.68 +46103,0.57,Good,F,VS1,58.3,61.0,1741.0,5.49,5.54,3.21 +9784,1.19,Very Good,I,SI1,63.2,58.0,4665.0,6.82,6.7,4.27 +38464,0.38,Ideal,E,VVS2,62.0,57.0,1030.0,4.64,4.69,2.89 +38389,0.42,Ideal,E,VS2,62.2,55.0,1024.0,4.83,4.79,2.99 +47429,0.54,Ideal,G,VVS2,60.8,56.0,1852.0,5.28,5.31,3.22 +27822,0.34,Very Good,G,SI1,63.4,57.0,650.0,4.45,4.42,2.81 +26355,0.32,Premium,F,VS2,61.3,60.0,645.0,4.37,4.4,2.69 +26302,1.55,Premium,F,VS1,61.6,56.0,15801.0,7.45,7.38,4.57 +44598,0.53,Ideal,H,VS1,61.3,57.0,1607.0,5.22,5.18,3.19 +37613,0.24,Very Good,E,VVS1,61.7,58.0,485.0,3.95,3.99,2.45 +40338,0.54,Very Good,J,VS2,63.0,57.0,1129.0,5.17,5.21,3.27 +52354,0.7,Very Good,G,VS2,59.6,60.0,2501.0,5.71,5.8,3.43 +13168,1.0,Premium,E,SI1,60.7,59.0,5445.0,6.38,6.41,3.88 +45208,0.51,Ideal,G,VS1,61.7,55.0,1656.0,5.14,5.17,3.18 +5308,0.9,Very Good,F,SI2,61.8,60.0,3803.0,6.13,6.14,3.79 +45635,0.25,Very Good,G,VVS1,63.0,54.0,525.0,4.02,4.04,2.54 +20908,1.79,Good,G,SI2,57.8,59.0,9122.0,8.07,7.94,4.63 +15790,1.0,Very Good,F,VS2,62.7,58.0,6319.0,6.38,6.41,4.01 +47737,0.56,Ideal,G,VS1,61.2,54.0,1890.0,5.36,5.32,3.27 +39238,0.51,Very Good,I,SI1,62.5,58.0,1068.0,5.05,5.12,3.18 +40792,0.31,Ideal,F,IF,61.2,57.0,1168.0,4.35,4.38,2.67 +39002,0.45,Ideal,G,VS1,59.0,60.0,1055.0,4.98,5.05,2.96 +7669,1.13,Premium,I,SI2,59.9,57.0,4271.0,6.8,6.76,4.06 +53202,0.71,Ideal,F,SI1,61.5,56.0,2633.0,5.76,5.69,3.52 +2044,0.32,Premium,G,VS2,61.0,59.0,561.0,4.42,4.46,2.71 +25392,1.5,Ideal,F,VS2,61.7,54.0,14092.0,7.28,7.31,4.5 +49152,0.74,Fair,E,SI1,66.0,56.0,2069.0,5.6,5.67,3.72 +22482,1.24,Premium,G,IF,60.5,60.0,10508.0,6.95,6.91,4.19 +30547,0.31,Ideal,D,VS2,62.0,55.0,734.0,4.33,4.35,2.69 +1631,0.72,Very Good,D,VS2,62.1,59.0,3016.0,5.7,5.73,3.55 +43137,0.58,Good,G,SI1,63.2,56.0,1388.0,5.3,5.33,3.36 +40068,0.43,Premium,G,VS2,59.1,60.0,1113.0,4.93,4.88,2.9 +44975,0.32,Ideal,I,VS1,62.4,54.0,523.0,4.38,4.4,2.74 +8798,1.01,Very Good,D,SI2,63.4,57.0,4472.0,6.4,6.31,4.03 +34986,0.46,Premium,I,SI2,60.3,62.0,880.0,4.95,4.9,2.97 +38703,0.37,Ideal,E,VS2,61.5,56.0,1041.0,4.62,4.59,2.83 +3299,0.76,Very Good,H,IF,62.6,57.0,3367.0,5.8,5.83,3.64 +20475,1.73,Premium,F,SI2,63.0,60.0,8816.0,7.63,7.52,4.77 +26415,2.01,Premium,I,VS2,60.3,62.0,15939.0,8.13,8.08,4.89 +15019,1.0,Premium,G,VS2,61.3,62.0,6048.0,6.43,6.32,3.91 +5202,0.73,Ideal,E,VVS2,62.0,57.0,3780.0,5.73,5.79,3.57 +12275,1.21,Very Good,J,VS2,61.5,58.0,5211.0,6.85,6.9,4.23 +24650,1.16,Ideal,D,VVS2,62.0,55.0,12989.0,6.68,6.72,4.19 +34683,0.33,Ideal,E,VS2,61.9,55.0,873.0,4.46,4.49,2.77 +4974,1.14,Good,I,SI2,60.0,65.0,3735.0,6.8,6.75,4.06 +42413,0.48,Very Good,F,VS2,62.6,55.0,1311.0,5.0,5.07,3.15 +13086,1.03,Ideal,H,SI1,61.1,56.0,5418.0,6.5,6.53,3.98 +18153,1.4,Premium,G,SI2,62.0,60.0,7357.0,7.16,7.1,4.42 +15264,1.52,Fair,H,SI2,64.9,58.0,6129.0,7.16,7.13,4.64 +26817,2.02,Premium,I,VS2,59.6,60.0,16709.0,8.2,8.25,4.9 +31801,0.36,Ideal,D,VS2,62.5,55.0,773.0,4.55,4.57,2.85 +9278,1.08,Ideal,H,SI2,61.2,57.4,4564.0,6.57,6.63,4.04 +53160,0.59,Ideal,F,VVS1,62.4,56.0,2625.0,5.36,5.38,3.35 +47571,0.51,Ideal,G,VVS2,61.5,57.0,1875.0,5.13,5.18,3.17 +53849,0.82,Ideal,J,VS2,61.6,56.0,2741.0,6.0,6.04,3.71 +41008,0.41,Very Good,E,VVS1,61.2,62.0,1184.0,4.76,4.78,2.92 +34644,0.31,Ideal,E,VS2,61.6,57.0,872.0,4.38,4.35,2.69 +13733,0.3,Premium,F,SI1,60.9,58.0,603.0,4.37,4.3,2.64 +19637,1.17,Premium,F,VS2,60.2,58.0,8256.0,6.88,6.85,4.13 +42411,0.31,Ideal,D,IF,61.1,56.0,1310.0,4.42,4.39,2.69 +43420,0.41,Premium,D,VVS1,62.2,58.0,1413.0,4.77,4.71,2.95 +9046,0.39,Very Good,H,SI2,60.4,60.0,588.0,4.74,4.8,2.88 +50516,0.7,Very Good,H,SI1,60.9,59.0,2273.0,5.72,5.75,3.49 +32316,0.3,Ideal,G,VVS1,61.7,57.0,789.0,4.3,4.32,2.66 +542,0.7,Ideal,D,SI2,60.6,57.0,2828.0,5.74,5.77,3.49 +29341,0.31,Premium,G,VS2,59.2,60.0,698.0,4.47,4.42,2.63 +48648,0.34,Ideal,H,VS2,61.7,57.0,537.0,4.46,4.48,2.76 +22898,1.51,Ideal,E,SI2,60.5,57.0,10935.0,7.38,7.42,4.48 +51890,0.78,Good,D,SI2,57.5,63.0,2430.0,6.13,6.05,3.5 +49371,0.7,Very Good,F,SI2,61.2,57.0,2100.0,5.67,5.74,3.49 +26445,4.0,Very Good,I,I1,63.3,58.0,15984.0,10.01,9.94,6.31 +17228,1.5,Premium,I,SI1,62.3,58.0,6888.0,7.33,7.22,4.53 +32315,0.36,Ideal,E,VS2,60.8,56.0,789.0,4.6,4.64,2.81 +52036,0.71,Very Good,E,VS2,63.4,60.0,2450.0,5.71,5.67,3.61 +5260,0.8,Ideal,F,VS1,61.2,56.0,3793.0,6.01,5.98,3.67 +44043,0.51,Ideal,D,SI1,62.4,57.0,1548.0,5.11,5.15,3.2 +14235,0.96,Ideal,F,VS1,61.2,56.0,5767.0,6.34,6.38,3.89 +49942,0.7,Very Good,I,VS2,62.1,56.0,2188.0,5.7,5.74,3.55 +20053,0.31,Premium,F,VS2,61.2,58.0,625.0,4.35,4.37,2.67 +22234,1.6,Premium,F,SI2,58.7,58.0,10286.0,7.76,7.68,4.53 +40887,0.57,Premium,F,SI2,61.4,56.0,1176.0,5.38,5.29,3.28 +31655,0.35,Premium,E,VS2,59.5,58.0,767.0,4.59,4.62,2.74 +23118,1.67,Very Good,H,SI1,59.4,61.0,11146.0,7.73,7.78,4.61 +16293,1.15,Ideal,E,SI1,60.2,57.0,6517.0,6.8,6.77,4.09 +29559,0.33,Premium,F,SI1,62.8,58.0,705.0,4.42,4.4,2.77 +9987,1.0,Premium,E,SI2,61.2,60.0,4704.0,6.45,6.42,3.94 +24182,2.38,Premium,J,SI1,62.4,58.0,12364.0,8.54,8.46,5.31 +8750,1.02,Ideal,E,SI2,61.6,56.0,4465.0,6.48,6.55,3.99 +40549,0.41,Good,F,VVS2,59.2,63.0,1150.0,4.82,4.87,2.87 +27272,2.21,Premium,I,SI1,61.1,59.0,17714.0,8.42,8.37,5.13 +1387,0.31,Very Good,G,VS2,60.9,57.0,559.0,4.37,4.39,2.67 +562,0.72,Very Good,F,VS2,62.5,58.0,2832.0,5.71,5.75,3.58 +25669,1.5,Premium,F,VS2,61.5,58.0,14586.0,7.32,7.34,4.51 +47225,0.71,Ideal,G,SI2,62.8,57.0,1840.0,5.68,5.63,3.55 +52158,0.7,Good,E,VS2,61.5,61.0,2473.0,5.64,5.74,3.5 +50021,0.7,Very Good,F,SI1,62.3,57.0,2196.0,5.65,5.69,3.53 +24707,0.41,Ideal,I,SI1,61.6,56.0,639.0,4.79,4.82,2.96 +16966,1.22,Premium,H,SI1,61.8,57.0,6776.0,6.86,6.82,4.23 +29007,0.34,Premium,F,VS2,60.7,60.0,686.0,4.46,4.5,2.72 +33009,0.43,Premium,F,SI2,58.3,62.0,813.0,4.97,4.91,2.88 +1957,0.76,Ideal,E,SI1,62.4,57.0,3087.0,5.83,5.87,3.65 +13408,0.3,Very Good,F,VS1,63.1,59.0,603.0,4.2,4.27,2.67 +9741,1.0,Fair,F,SI1,65.8,58.0,4657.0,6.23,6.15,4.07 +16320,1.22,Very Good,G,SI2,59.2,61.0,6531.0,6.99,6.92,4.12 +50660,0.31,Ideal,G,VS2,61.4,56.0,544.0,4.34,4.36,2.67 +4711,0.31,Very Good,I,VVS1,62.2,60.0,571.0,4.3,4.32,2.68 +20960,1.5,Good,D,SI2,60.2,65.0,9173.0,7.37,7.34,4.43 +42765,0.57,Very Good,F,SI1,62.0,55.0,1346.0,5.32,5.37,3.32 +14635,1.0,Fair,G,VS1,64.4,56.0,5908.0,6.31,6.26,4.05 +37216,0.34,Ideal,G,IF,60.7,57.0,974.0,4.51,4.55,2.75 +31023,0.37,Premium,H,VS2,59.5,61.0,749.0,4.67,4.64,2.77 +28863,0.36,Ideal,F,VS2,62.0,54.0,684.0,4.58,4.61,2.85 +22079,1.75,Very Good,I,SI2,61.2,57.0,10098.0,7.71,7.76,4.73 +48083,0.74,Premium,J,SI1,61.6,59.0,1931.0,5.82,5.77,3.57 +8305,1.44,Premium,I,I1,62.7,55.0,4387.0,7.21,7.18,4.51 +52812,0.71,Premium,H,VS1,62.9,57.0,2572.0,5.72,5.67,3.58 +2987,0.9,Very Good,H,SI2,61.7,60.0,3301.0,6.17,6.24,3.83 +1949,0.72,Ideal,F,VS1,62.4,56.0,3084.0,5.76,5.72,3.58 +42083,0.53,Premium,G,SI1,61.3,58.0,1273.0,5.22,5.19,3.19 +29557,0.4,Ideal,H,SI1,61.3,57.0,705.0,4.77,4.79,2.93 +36911,0.42,Ideal,I,IF,62.0,54.0,961.0,4.82,4.85,3.0 +38418,0.4,Ideal,E,VS2,62.3,56.0,1025.0,4.78,4.72,2.96 +37151,0.32,Ideal,E,VS1,59.9,55.0,972.0,4.49,4.46,2.68 +36918,0.41,Ideal,G,VS1,60.8,57.0,961.0,4.84,4.8,2.93 +41834,0.56,Ideal,H,SI1,60.3,58.0,1253.0,5.35,5.4,3.24 +43100,0.53,Ideal,I,VS1,61.6,57.0,1383.0,5.21,5.18,3.2 +45032,0.54,Premium,E,SI1,62.2,58.0,1637.0,5.26,5.23,3.26 +19461,1.31,Premium,H,VS2,61.0,58.0,8106.0,7.1,7.06,4.32 +4207,0.8,Ideal,D,SI1,62.7,57.0,3564.0,5.88,5.92,3.7 +14133,1.01,Good,F,VS2,63.3,55.0,5731.0,6.32,6.39,4.02 +37773,0.41,Ideal,E,VS2,62.1,56.0,999.0,4.76,4.74,2.95 +35893,0.32,Ideal,G,IF,61.0,57.0,918.0,4.44,4.48,2.72 +4239,1.0,Fair,E,SI2,65.1,59.0,3575.0,6.3,6.23,4.08 +24937,1.52,Premium,F,VS2,60.5,58.0,13389.0,7.49,7.53,4.54 +41531,0.42,Ideal,G,VVS1,60.0,57.0,1235.0,4.86,4.84,2.91 +15089,1.02,Ideal,H,VS2,61.8,55.0,6065.0,6.48,6.51,4.01 +10689,1.01,Fair,E,SI1,65.3,59.0,4844.0,6.13,6.19,4.02 +32382,0.39,Premium,J,VS1,61.6,59.0,790.0,4.71,4.67,2.89 +18606,1.06,Ideal,G,VS1,61.4,56.0,7589.0,6.55,6.58,4.03 +45010,0.4,Ideal,D,VVS1,61.6,56.0,1637.0,4.74,4.77,2.93 +7467,0.9,Premium,H,VS1,60.2,58.0,4234.0,6.32,6.28,3.79 +18746,1.24,Very Good,G,VS2,61.5,58.0,7660.0,6.89,6.94,4.25 +46643,0.3,Premium,E,SI1,61.3,60.0,526.0,4.24,4.28,2.61 +26150,1.64,Ideal,F,VS2,61.8,53.0,15458.0,7.62,7.63,4.71 +31248,0.37,Premium,E,VS2,60.2,58.0,757.0,4.65,4.68,2.81 +39363,0.52,Premium,F,SI2,61.7,58.0,1073.0,5.23,5.18,3.15 +29932,0.38,Ideal,H,VS1,62.1,55.4,714.0,4.63,4.68,2.89 +28104,0.31,Premium,F,SI1,60.6,60.0,663.0,4.37,4.34,2.64 +44167,0.5,Good,G,VS1,61.9,61.5,1565.0,5.03,5.04,3.12 +20289,1.51,Good,D,SI2,64.1,61.0,8706.0,7.18,7.14,4.59 +15537,1.5,Good,I,SI1,63.8,56.0,6224.0,7.26,7.15,4.59 +27965,0.3,Premium,F,VS1,61.5,59.0,658.0,4.31,4.33,2.66 +23809,1.55,Ideal,I,VVS1,62.1,56.0,11869.0,7.36,7.43,4.59 +42153,0.53,Good,E,SI1,62.6,64.0,1282.0,5.13,5.22,3.24 +8391,0.32,Very Good,E,SI1,59.9,57.0,584.0,4.47,4.49,2.68 +16271,1.29,Ideal,F,SI2,61.7,54.0,6509.0,7.08,6.99,4.34 +6029,1.0,Good,G,SI1,62.2,65.0,3965.0,6.28,6.22,3.89 +9779,1.0,Ideal,I,VS1,63.1,57.0,4664.0,6.32,6.39,4.01 +943,0.71,Very Good,D,SI1,62.4,54.0,2887.0,5.71,5.79,3.59 +4198,1.01,Very Good,I,SI1,63.1,58.0,3563.0,6.38,6.33,4.01 +26074,1.55,Ideal,E,VS2,61.9,58.0,15293.0,7.39,7.45,4.59 +3407,0.33,Good,D,SI1,63.1,55.0,567.0,4.42,4.46,2.8 +45609,0.5,Ideal,F,VS2,62.7,56.0,1691.0,5.07,5.1,3.19 +47462,0.53,Ideal,D,VS2,61.2,55.0,1857.0,5.21,5.25,3.2 +37403,0.38,Ideal,D,VS1,62.3,54.0,983.0,4.64,4.7,2.9 +2997,0.9,Good,I,VS2,63.7,61.0,3303.0,6.06,6.1,3.87 +50248,0.73,Ideal,I,SI1,62.0,56.0,2234.0,5.8,5.75,3.58 +9626,0.9,Very Good,H,VVS2,59.9,61.0,4637.0,6.29,6.19,3.74 +42887,0.57,Ideal,D,SI2,61.9,56.0,1359.0,5.3,5.34,3.3 +29788,0.3,Ideal,D,SI1,61.4,55.0,709.0,4.34,4.29,2.65 +43461,0.55,Very Good,E,SI1,64.2,55.0,1417.0,5.18,5.2,3.33 +14559,1.0,Premium,D,SI1,62.5,59.0,5880.0,6.38,6.32,3.97 +16956,1.51,Very Good,J,SI2,62.8,59.0,6773.0,7.23,7.26,4.55 +40301,0.4,Premium,G,VS1,60.7,58.0,1125.0,4.81,4.78,2.91 +26019,0.38,Ideal,J,VS1,62.0,53.0,645.0,4.66,4.7,2.9 +31685,0.26,Premium,E,VVS1,62.9,58.0,769.0,4.08,4.06,2.56 +29835,0.38,Ideal,F,SI1,61.3,55.0,710.0,4.63,4.76,2.88 +51332,0.7,Very Good,F,VS2,61.6,58.0,2362.0,5.7,5.72,3.52 +8926,0.9,Very Good,D,SI1,62.3,58.0,4497.0,6.14,6.16,3.83 +38788,0.31,Premium,G,VVS1,60.2,59.0,1046.0,4.43,4.38,2.65 +44544,0.56,Very Good,G,VS2,62.6,58.0,1605.0,5.22,5.32,3.31 +50160,0.57,Ideal,G,VVS1,61.9,57.0,2217.0,5.31,5.35,3.3 +46586,0.55,Very Good,E,VS2,61.4,57.0,1786.0,5.27,5.29,3.24 +33435,0.32,Ideal,G,VS1,61.2,56.0,828.0,4.45,4.41,2.71 +14027,1.05,Ideal,D,SI2,62.1,58.0,5702.0,6.49,6.52,4.04 +38937,0.4,Very Good,E,VS1,61.8,56.0,1053.0,4.74,4.77,2.94 +29833,0.31,Ideal,G,VVS1,61.3,60.0,710.0,4.33,4.38,2.67 +32193,0.35,Premium,H,VS1,62.6,58.0,788.0,4.52,4.49,2.82 +40456,0.5,Ideal,H,SI1,62.2,57.0,1140.0,5.07,5.09,3.16 +3445,0.9,Very Good,H,SI1,63.4,58.0,3387.0,6.16,6.11,3.89 +14768,1.02,Good,G,VS2,63.7,57.0,5943.0,6.24,6.31,4.0 +37326,0.36,Ideal,H,IF,60.6,56.0,980.0,4.64,4.66,2.82 +44894,0.5,Very Good,E,VS2,63.5,54.0,1629.0,5.08,5.03,3.21 +48252,0.53,Ideal,D,VS1,61.3,56.0,1952.0,5.21,5.23,3.2 +43020,0.5,Ideal,H,VS1,61.4,54.0,1370.0,5.13,5.16,3.16 +49822,0.61,Ideal,G,VS1,61.9,56.0,2167.0,5.43,5.45,3.37 +11609,1.15,Very Good,H,SI1,60.9,57.0,5047.0,6.72,6.8,4.12 +46424,0.51,Ideal,D,VS2,60.8,57.0,1769.0,5.18,5.21,3.16 +44457,0.5,Very Good,G,VS1,62.9,55.0,1592.0,5.06,5.09,3.19 +12542,1.5,Premium,J,SI2,62.6,56.0,5268.0,7.24,7.11,4.51 +29953,0.33,Very Good,I,SI1,62.8,58.0,445.0,4.39,4.43,2.77 +52864,0.76,Very Good,G,SI1,63.7,58.0,2579.0,5.75,5.8,3.68 +586,0.7,Ideal,E,VS2,61.5,54.0,2835.0,5.7,5.75,3.52 +8923,1.0,Very Good,H,SI2,60.8,60.0,4496.0,6.44,6.49,3.93 +52534,0.74,Premium,H,VS2,60.2,58.0,2530.0,5.88,5.92,3.55 +51118,0.97,Fair,F,SI2,67.2,61.0,2338.0,6.09,6.0,4.06 +37164,0.32,Ideal,D,VS2,61.5,56.0,972.0,4.42,4.39,2.71 +3287,0.91,Premium,H,SI2,62.7,58.0,3363.0,6.17,6.14,3.86 +40105,0.33,Premium,G,VVS1,61.4,60.0,1114.0,4.44,4.39,2.71 +47624,0.55,Premium,E,VS2,60.5,58.0,1881.0,5.32,5.26,3.2 +34153,0.33,Premium,G,VS1,60.3,59.0,854.0,4.52,4.44,2.7 +17819,1.5,Premium,E,SI2,61.5,60.0,7182.0,7.29,7.22,4.46 +1776,0.72,Ideal,G,SI1,61.8,56.0,3048.0,5.7,5.76,3.55 +33106,0.32,Ideal,E,VVS2,62.2,53.0,816.0,4.39,4.42,2.74 +86,0.24,Premium,G,VVS1,62.3,59.0,554.0,3.95,3.92,2.45 +24634,1.53,Premium,E,SI1,61.3,59.0,12968.0,7.4,7.35,4.52 +7404,0.33,Very Good,G,VS2,62.6,58.0,579.0,4.36,4.4,2.74 +24933,2.01,Fair,F,SI1,58.6,95.0,13387.0,8.32,8.31,4.87 +37630,0.4,Ideal,D,SI1,61.8,55.0,990.0,4.78,4.74,2.94 +45171,0.5,Premium,E,VS2,58.6,60.0,1654.0,5.21,5.16,3.04 +26100,2.0,Fair,F,SI2,70.2,57.0,15351.0,7.63,7.59,5.34 +42074,0.55,Ideal,D,SI2,61.3,57.0,1272.0,5.23,5.28,3.22 +29320,0.31,Ideal,H,VS1,62.4,55.0,698.0,4.36,4.33,2.71 +30998,0.35,Ideal,F,VS2,62.1,54.0,747.0,4.55,4.58,2.83 +6924,1.01,Premium,G,SI1,62.3,59.0,4138.0,6.37,6.34,3.96 +8337,1.01,Premium,G,SI1,58.8,58.0,4395.0,6.59,6.51,3.85 +6708,0.23,Premium,D,VS2,58.5,61.0,411.0,4.06,3.98,2.35 +38750,0.35,Ideal,G,IF,61.1,56.0,1044.0,4.54,4.59,2.79 +21534,1.22,Ideal,F,VS1,62.2,57.0,9633.0,6.85,6.81,4.25 +4526,0.91,Ideal,H,SI1,62.4,57.0,3635.0,6.18,6.23,3.87 +34486,0.43,Premium,H,VS1,62.3,58.0,867.0,4.75,4.81,2.98 +5792,1.01,Very Good,J,SI2,62.2,58.0,3905.0,6.37,6.4,3.97 +18120,1.21,Premium,E,SI1,62.6,58.0,7334.0,6.82,6.79,4.26 +42112,0.34,Ideal,F,IF,61.7,55.0,1276.0,4.49,4.52,2.78 +20476,1.31,Premium,G,VS2,60.3,59.0,8818.0,7.08,7.12,4.28 +53356,0.8,Ideal,G,SI2,62.2,57.0,2657.0,5.93,5.96,3.7 +29453,0.3,Good,E,VVS1,61.5,62.0,702.0,4.28,4.34,2.65 +41659,0.58,Very Good,H,SI1,58.4,59.0,1239.0,5.48,5.51,3.21 +41036,0.41,Very Good,E,VVS2,62.8,54.0,1187.0,4.72,4.77,2.98 +5449,0.9,Premium,E,SI2,61.7,58.0,3830.0,6.18,6.11,3.79 +801,1.22,Premium,E,I1,60.9,57.0,2862.0,6.93,6.88,4.21 +44330,0.33,Premium,I,VS1,59.5,60.0,521.0,4.5,4.54,2.69 +20177,1.21,Ideal,F,VS1,62.2,54.9,8629.0,6.79,6.84,4.24 +9024,1.04,Ideal,H,SI1,61.9,57.0,4515.0,6.49,6.46,4.01 +35349,0.38,Premium,E,SI1,61.2,59.0,898.0,4.67,4.64,2.85 +39680,0.42,Ideal,H,VS1,61.4,56.0,1087.0,4.85,4.82,2.97 +38789,0.31,Premium,G,VVS1,59.5,60.0,1046.0,4.41,4.39,2.62 +44721,0.5,Very Good,F,VS2,61.4,59.0,1615.0,5.1,5.12,3.14 +43582,0.41,Ideal,E,VVS1,61.9,55.0,1431.0,4.79,4.78,2.96 +604,0.7,Premium,F,VS2,59.5,58.0,2838.0,5.85,5.75,3.45 +28466,0.38,Very Good,F,SI1,61.7,58.0,672.0,4.66,4.73,2.89 +17651,1.08,Ideal,F,VS2,61.9,55.0,7110.0,6.58,6.64,4.09 +17813,1.01,Ideal,G,VS2,61.9,56.0,7179.0,6.4,6.44,3.97 +43506,0.43,Ideal,F,VVS1,61.0,56.0,1422.0,4.9,4.87,2.98 +15523,1.01,Premium,G,VS1,62.7,58.0,6221.0,6.31,6.36,3.97 +1936,0.85,Ideal,G,SI1,62.0,54.0,3084.0,6.08,6.11,3.78 +44227,0.46,Very Good,H,VVS1,62.0,56.0,1572.0,4.96,4.98,3.07 +18428,1.54,Premium,F,SI2,62.8,57.0,7494.0,7.36,7.28,4.6 +22324,1.26,Premium,E,VS1,60.7,58.0,10367.0,7.02,7.04,4.27 +47286,0.3,Good,I,SI1,63.4,57.0,394.0,4.23,4.25,2.69 +51054,0.7,Premium,H,SI1,62.8,57.0,2331.0,5.66,5.61,3.54 +52454,0.7,Ideal,F,SI1,62.3,56.0,2515.0,5.68,5.72,3.55 +51528,0.7,Very Good,E,SI1,62.9,56.0,2386.0,5.57,5.65,3.53 +23043,1.3,Ideal,G,VVS2,62.0,57.0,11073.0,6.96,7.03,4.34 +31203,0.32,Ideal,D,SI1,59.6,57.0,756.0,4.47,4.42,2.65 +43903,0.31,Ideal,I,VVS1,62.1,54.0,511.0,4.34,4.39,2.71 +49684,0.52,Fair,F,IF,64.6,58.0,2144.0,5.04,5.17,3.3 +43478,0.51,Very Good,D,SI1,59.4,59.0,1420.0,5.18,5.22,3.09 +10250,1.01,Very Good,I,SI1,63.3,54.0,4749.0,6.34,6.36,4.02 +17840,1.21,Very Good,H,VS1,60.4,59.0,7196.0,6.88,6.97,4.18 +17303,1.05,Ideal,F,VS2,62.8,57.0,6933.0,6.48,6.45,4.06 +470,0.7,Premium,E,VS1,59.6,57.0,2818.0,5.91,5.83,3.5 +3426,0.7,Ideal,G,VS1,60.6,57.0,3384.0,5.73,5.79,3.5 +21280,1.06,Very Good,F,IF,60.6,56.0,9433.0,6.62,6.69,4.03 +30553,0.31,Very Good,D,VS2,62.3,55.0,734.0,4.32,4.35,2.7 +46656,0.51,Ideal,D,VS2,61.7,55.0,1787.0,5.11,5.14,3.16 +7558,1.15,Very Good,E,SI2,61.7,60.0,4250.0,6.7,6.78,4.16 +40569,0.43,Ideal,H,IF,61.9,55.0,1151.0,4.87,4.89,3.02 +26078,1.02,Very Good,D,IF,62.7,57.0,15306.0,6.36,6.46,4.02 +21088,1.05,Ideal,F,VVS2,62.1,54.0,9257.0,6.55,6.52,4.06 +35341,0.42,Premium,H,SI1,62.1,59.0,898.0,4.81,4.78,2.98 +23400,0.36,Ideal,H,VS1,61.8,57.0,631.0,4.56,4.6,2.83 +2228,0.9,Fair,G,SI1,65.6,56.0,3145.0,6.1,6.03,3.98 +21277,1.27,Ideal,G,VS1,59.6,57.0,9431.0,7.09,7.06,4.22 +35632,0.3,Very Good,I,VS1,58.8,61.0,473.0,4.38,4.43,2.59 +16435,1.02,Ideal,G,VS1,62.2,57.0,6563.0,6.43,6.47,4.01 +34835,0.3,Premium,H,VVS1,61.3,61.0,878.0,4.29,4.26,2.62 +49571,0.72,Fair,I,VVS2,65.7,57.0,2131.0,5.56,5.64,3.68 +30418,0.32,Ideal,H,VVS1,60.4,57.0,730.0,4.42,4.46,2.68 +40655,0.5,Ideal,E,SI2,61.4,57.0,1154.0,5.09,5.14,3.14 +37868,0.4,Very Good,D,VS1,62.9,55.0,1004.0,4.73,4.77,2.99 +16530,1.05,Ideal,G,VS2,61.9,56.0,6604.0,6.56,6.52,4.05 +10921,1.09,Ideal,F,SI2,61.2,57.0,4891.0,6.6,6.64,4.05 +37265,0.29,Very Good,E,VS1,61.4,61.0,481.0,4.22,4.25,2.6 +36760,0.52,Ideal,H,SI2,60.5,56.0,956.0,5.25,5.23,3.17 +17131,0.8,Very Good,D,IF,63.3,57.0,6834.0,5.85,5.87,3.71 +48425,0.5,Premium,H,IF,61.4,61.0,1971.0,5.14,5.03,3.12 +4931,0.9,Very Good,I,SI1,60.6,56.0,3730.0,6.23,6.28,3.79 +50507,0.53,Ideal,E,VVS2,62.9,54.0,2271.0,5.19,5.15,3.25 +23803,1.5,Premium,D,SI1,61.0,61.0,11863.0,7.32,7.28,4.45 +52318,0.33,Very Good,F,SI1,59.9,61.0,550.0,4.44,4.47,2.67 +2,0.21,Premium,E,SI1,59.8,61.0,326.0,3.89,3.84,2.31 +44676,0.55,Ideal,E,SI1,61.8,58.0,1609.0,5.24,5.28,3.25 +28558,0.3,Ideal,H,VS1,61.3,56.0,675.0,4.33,4.31,2.65 +16122,1.36,Ideal,D,SI2,61.2,57.0,6443.0,7.15,7.19,4.39 +32045,0.31,Ideal,F,VVS1,60.4,59.0,779.0,4.35,4.43,2.65 +5053,0.31,Premium,H,SI1,61.1,57.0,573.0,4.35,4.32,2.65 +18141,1.01,Ideal,F,VS2,61.7,55.0,7347.0,6.42,6.46,3.98 +46094,0.51,Ideal,D,VS2,61.0,57.0,1740.0,5.15,5.18,3.15 +18916,1.56,Premium,J,VS2,61.7,58.0,7763.0,7.41,7.46,4.59 +49985,0.71,Ideal,E,SI2,62.3,57.0,2190.0,5.66,5.74,3.55 +20560,1.2,Premium,G,VVS2,62.4,56.0,8870.0,6.74,6.68,4.19 +1608,0.75,Ideal,H,SI1,61.9,56.0,3011.0,5.81,5.85,3.61 +46694,0.56,Ideal,E,VS1,60.8,55.0,1791.0,5.37,5.32,3.25 +41503,0.58,Ideal,E,SI2,62.7,56.0,1234.0,5.29,5.34,3.33 +50462,0.78,Very Good,H,SI2,63.5,56.0,2265.0,5.82,5.86,3.71 +1470,0.9,Fair,E,SI2,65.8,59.0,2982.0,6.03,5.98,3.95 +28302,0.32,Very Good,I,SI1,62.9,58.0,432.0,4.33,4.35,2.73 +259,0.83,Ideal,F,SI2,62.3,55.0,2790.0,6.02,6.05,3.76 +44631,0.57,Premium,E,SI1,61.4,58.0,1608.0,5.28,5.34,3.26 +30515,0.31,Ideal,D,SI1,62.9,57.0,732.0,4.32,4.27,2.7 +4914,1.25,Premium,F,I1,58.0,59.0,3724.0,7.12,7.05,4.11 +21124,1.21,Ideal,G,VS1,62.0,55.0,9287.0,6.84,6.88,4.25 +18417,1.02,Premium,F,VS1,62.0,59.0,7485.0,6.41,6.39,3.97 +51284,0.71,Ideal,I,VS2,62.3,58.0,2360.0,5.67,5.72,3.55 +22635,1.21,Ideal,G,VS1,61.8,57.0,10685.0,6.81,6.86,4.23 +40756,0.4,Ideal,F,VVS2,62.8,57.0,1163.0,4.73,4.66,2.95 +50622,0.26,Very Good,F,SI1,61.3,55.0,401.0,4.15,4.21,2.56 +20495,1.84,Ideal,J,VS1,62.4,56.0,8828.0,7.84,7.8,4.89 +45870,0.51,Very Good,D,VS2,62.0,59.0,1716.0,5.08,5.12,3.16 +9430,1.05,Ideal,F,SI2,60.9,56.0,4591.0,6.56,6.64,4.02 +42039,0.54,Ideal,H,SI1,61.1,56.0,1268.0,5.25,5.27,3.21 +28250,0.33,Ideal,G,VS1,61.9,56.0,666.0,4.44,4.48,2.76 +34909,0.34,Ideal,H,VVS2,61.8,54.0,880.0,4.49,4.47,2.77 +52306,0.25,Good,D,VVS2,57.5,61.0,548.0,4.16,4.19,2.4 +10420,1.03,Ideal,I,SI1,61.1,55.0,4782.0,6.53,6.57,4.0 +25149,1.5,Premium,G,VS1,60.2,58.0,13720.0,7.41,7.38,4.45 +31339,0.44,Premium,H,SI2,59.6,60.0,759.0,4.95,4.93,2.96 +11355,1.25,Premium,G,SI2,62.8,57.0,4991.0,6.86,6.78,4.28 +6513,1.44,Premium,J,SI2,58.2,58.0,4064.0,7.39,7.35,4.29 +15249,1.03,Ideal,H,VS2,61.2,56.0,6123.0,6.5,6.53,3.98 +20524,1.52,Good,I,SI1,64.1,57.0,8852.0,7.26,7.21,4.64 +26345,0.32,Ideal,G,VS1,61.8,55.0,645.0,4.42,4.45,2.74 +11593,1.11,Very Good,D,SI2,59.9,57.0,5042.0,6.72,6.74,4.03 +27697,0.41,Ideal,G,SI2,61.5,55.0,648.0,4.76,4.8,2.94 +43725,0.51,Very Good,G,VS2,62.9,54.0,1438.0,5.08,5.12,3.21 +7246,1.11,Premium,I,SI2,61.8,58.0,4196.0,6.66,6.61,4.1 +3103,0.77,Ideal,F,SI1,61.5,55.0,3321.0,5.88,5.92,3.63 +37777,0.41,Premium,H,VVS2,59.8,60.0,999.0,4.86,4.79,2.88 +35808,0.31,Ideal,F,IF,61.9,54.0,914.0,4.35,4.38,2.7 +49495,0.7,Fair,G,SI2,65.2,56.0,2117.0,5.63,5.54,3.64 +3789,0.74,Ideal,G,VVS2,62.2,57.0,3462.0,5.75,5.79,3.59 +1834,0.71,Very Good,E,VS1,63.3,56.0,3061.0,5.64,5.68,3.58 +44708,0.57,Ideal,E,SI1,62.2,57.0,1613.0,5.33,5.31,3.31 +14657,1.11,Very Good,D,SI1,61.6,57.0,5915.0,6.66,6.59,4.08 +25555,1.62,Ideal,F,VS1,61.7,55.0,14386.0,7.58,7.53,4.66 +30325,0.31,Ideal,G,VVS2,62.0,56.0,726.0,4.33,4.35,2.69 +4214,0.7,Very Good,D,VS1,61.2,56.0,3567.0,5.68,5.75,3.5 +36238,0.62,Premium,G,I1,58.9,60.0,933.0,5.65,5.54,3.29 +39074,0.5,Very Good,J,VS2,63.2,60.0,1059.0,5.06,5.01,3.18 +6792,0.7,Ideal,F,VVS2,61.7,55.0,4114.0,5.7,5.74,3.53 +28562,0.3,Ideal,H,VS1,61.6,55.0,675.0,4.3,4.27,2.64 +50526,0.71,Very Good,G,SI1,62.7,58.0,2274.0,5.7,5.72,3.58 +18236,1.2,Premium,G,VS2,62.4,59.0,7405.0,6.74,6.68,4.19 +30691,0.4,Ideal,E,SI1,60.5,57.0,737.0,4.77,4.81,2.9 +29755,0.3,Premium,D,SI1,62.6,59.0,709.0,4.27,4.23,2.66 +28478,0.32,Premium,E,SI1,60.4,61.0,672.0,4.42,4.39,2.66 +7112,1.11,Very Good,E,SI2,60.0,61.0,4170.0,6.66,6.71,4.01 +50020,0.7,Premium,F,SI1,62.1,59.0,2196.0,5.68,5.72,3.54 +49524,0.54,Ideal,G,VVS1,61.8,55.0,2123.0,5.24,5.27,3.25 +46006,0.61,Very Good,E,SI1,63.3,60.0,1726.0,5.36,5.29,3.37 +47934,0.56,Premium,E,VS2,61.8,56.0,1915.0,5.31,5.28,3.27 +23901,1.5,Ideal,G,SI1,61.0,57.0,12009.0,7.38,7.41,4.51 +26115,2.07,Premium,I,SI1,59.4,61.0,15392.0,8.35,8.31,4.95 +318,0.73,Premium,F,VS2,62.7,58.0,2801.0,5.76,5.7,3.59 +42423,0.51,Good,G,SI1,63.6,55.0,1312.0,5.06,5.03,3.21 +49009,0.53,Ideal,G,VVS2,62.2,54.0,2051.0,5.22,5.17,3.23 +464,0.7,Premium,E,VS2,59.3,60.0,2818.0,5.78,5.73,3.41 +35277,0.39,Ideal,F,VS1,62.5,57.0,895.0,4.66,4.69,2.92 +48723,0.52,Ideal,G,VVS2,61.8,57.0,2012.0,5.19,5.14,3.19 +21862,1.59,Very Good,I,SI1,62.4,56.0,9925.0,7.46,7.48,4.66 +44778,0.56,Premium,I,VVS1,60.6,59.0,1622.0,5.29,5.33,3.22 +14375,0.3,Very Good,H,VVS2,61.0,61.0,605.0,4.3,4.32,2.63 +7909,0.9,Ideal,G,SI2,60.7,57.0,4314.0,6.19,6.33,3.8 +47971,0.28,Very Good,D,VVS2,64.0,56.0,532.0,4.14,4.17,2.66 +19180,1.74,Premium,H,SI1,62.1,59.0,7932.0,7.69,7.63,4.76 +37072,0.41,Good,I,VS1,63.7,57.0,969.0,4.72,4.67,2.99 +17384,0.34,Premium,E,SI2,62.5,59.0,612.0,4.46,4.43,2.78 +4535,1.0,Premium,F,SI2,59.8,58.0,3640.0,6.53,6.48,3.89 +15040,0.3,Very Good,F,VS2,62.8,55.0,605.0,4.27,4.33,2.7 +5654,0.9,Good,F,SI1,63.6,59.0,3881.0,6.12,6.07,3.88 +50429,0.73,Ideal,H,SI2,61.6,57.0,2260.0,5.79,5.81,3.57 +53395,0.74,Very Good,I,VVS1,62.6,57.0,2666.0,5.76,5.78,3.61 +40666,0.45,Good,G,VS1,58.1,61.2,1154.0,5.02,5.07,2.93 +36584,0.33,Ideal,G,IF,61.7,56.0,946.0,4.47,4.51,2.77 +26683,0.32,Ideal,E,SI2,61.3,56.0,427.0,4.42,4.45,2.72 +14763,1.0,Very Good,G,VS2,63.0,58.0,5940.0,6.33,6.4,4.01 +9079,1.08,Ideal,I,SI1,62.1,59.0,4521.0,6.57,6.53,4.07 +7899,1.0,Premium,H,VVS2,61.9,61.0,4312.0,6.36,6.31,3.92 +28593,0.3,Ideal,G,VS2,63.0,55.0,675.0,4.31,4.29,2.71 +50705,0.71,Ideal,F,SI2,60.7,57.0,2291.0,5.78,5.81,3.52 +28645,0.33,Ideal,J,VS1,62.1,55.0,434.0,4.41,4.44,2.75 +28334,0.33,Ideal,H,VVS2,62.2,54.0,666.0,4.44,4.46,2.77 +48232,0.57,Premium,D,SI1,58.9,59.0,1949.0,5.46,5.41,3.2 +45302,0.31,Premium,F,SI2,63.0,58.0,523.0,4.36,4.34,2.74 +10480,1.09,Premium,G,SI2,61.1,59.0,4794.0,6.69,6.63,4.07 +31091,0.33,Very Good,G,VVS2,63.0,57.0,752.0,4.38,4.42,2.77 +52891,0.55,Very Good,D,VVS2,61.3,57.0,2585.0,5.26,5.28,3.23 +37192,0.34,Ideal,E,VVS1,62.2,54.0,973.0,4.52,4.55,2.82 +2551,0.77,Very Good,H,VVS2,61.1,56.0,3208.0,5.89,5.92,3.61 +33107,0.39,Ideal,G,VS2,62.0,57.0,816.0,4.68,4.74,2.92 +39083,0.31,Premium,E,IF,61.0,59.0,1060.0,4.36,4.39,2.67 +31963,0.43,Premium,H,I1,62.0,59.0,452.0,4.78,4.83,2.98 +30142,0.32,Premium,G,VS2,61.7,60.0,720.0,4.4,4.32,2.69 +4291,0.9,Ideal,J,VS1,61.6,55.0,3587.0,6.24,6.27,3.85 +41551,0.4,Very Good,F,VVS1,58.9,59.0,1236.0,4.81,4.84,2.84 +43277,0.3,Good,I,SI1,64.1,57.0,506.0,4.3,4.25,2.74 +12390,0.28,Ideal,F,VS1,62.0,57.0,598.0,4.19,4.23,2.61 +4984,0.71,Ideal,G,IF,60.9,57.0,3739.0,5.74,5.79,3.51 +38170,0.34,Very Good,E,VVS1,61.7,58.0,1014.0,4.43,4.48,2.75 +965,0.72,Ideal,D,SI1,61.1,56.0,2891.0,5.78,5.81,3.54 +33971,0.37,Ideal,F,VS1,61.1,56.0,846.0,4.64,4.65,2.84 +50939,0.71,Good,F,VS2,63.0,59.0,2320.0,5.59,5.65,3.54 +22381,1.51,Premium,I,VS1,61.1,61.0,10401.0,7.37,7.32,4.49 +32522,0.35,Ideal,H,VVS1,61.5,57.0,798.0,4.53,4.54,2.79 +20010,1.55,Ideal,J,VS1,60.4,57.0,8548.0,7.52,7.54,4.55 +38419,0.39,Ideal,E,VS1,62.3,57.0,1026.0,4.64,4.67,2.9 +16541,0.63,Ideal,D,IF,62.5,55.0,6607.0,5.5,5.47,3.43 +8300,0.9,Premium,G,VS2,61.8,60.0,4386.0,6.16,6.21,3.82 +29385,0.31,Premium,E,SI1,62.9,58.0,698.0,4.33,4.29,2.71 +9052,0.34,Premium,I,SI1,60.0,58.0,589.0,4.55,4.51,2.72 +43861,0.6,Premium,D,SI2,62.3,59.0,1449.0,5.41,5.31,3.34 +21965,1.23,Very Good,F,VS1,62.0,59.0,10035.0,6.84,6.87,4.25 +48562,0.56,Ideal,D,VS2,61.2,56.0,1991.0,5.31,5.38,3.27 +13486,0.91,Ideal,D,SI1,62.1,55.0,5535.0,6.2,6.24,3.86 +26693,0.28,Very Good,H,VS1,63.1,55.0,429.0,4.17,4.2,2.64 +53668,0.71,Very Good,H,VVS2,63.0,58.0,2709.0,5.64,5.72,3.58 +46120,0.52,Ideal,E,VS2,61.3,56.0,1743.0,5.21,5.17,3.18 +10611,1.0,Very Good,G,SI1,59.3,63.0,4827.0,6.48,6.44,3.83 +14779,1.2,Premium,D,SI2,61.4,60.0,5947.0,6.85,6.79,4.19 +40188,0.52,Very Good,E,SI2,62.9,56.0,1120.0,5.12,5.15,3.23 +1455,0.71,Ideal,G,VVS2,62.5,58.0,2978.0,5.7,5.73,3.57 +22655,1.82,Very Good,I,SI2,62.3,60.0,10701.0,7.71,7.76,4.82 +39768,0.36,Ideal,E,VS1,61.6,57.0,1094.0,4.58,4.54,2.81 +37865,0.37,Ideal,D,VS2,61.4,55.0,1003.0,4.64,4.67,2.86 +27454,1.7,Very Good,E,VS2,58.6,60.0,18107.0,7.91,7.82,4.61 +39702,0.4,Ideal,H,VVS1,62.2,55.0,1088.0,4.75,4.7,2.94 +46518,0.53,Ideal,H,VVS1,61.3,56.0,1781.0,5.21,5.23,3.2 +41788,0.39,Ideal,E,IF,62.5,57.0,1248.0,4.7,4.74,2.95 +7370,1.01,Good,F,SI2,63.2,58.0,4221.0,6.3,6.43,4.02 +23533,1.6,Very Good,E,SI2,62.5,54.0,11537.0,7.5,7.55,4.7 +39676,0.42,Premium,G,VS2,62.6,57.0,1087.0,4.8,4.76,2.99 +25391,2.08,Good,I,SI2,63.8,58.0,14084.0,8.1,8.02,5.14 +53869,0.75,Premium,F,SI1,61.1,59.0,2744.0,5.86,5.79,3.56 +33050,0.3,Ideal,F,VVS1,61.6,55.0,814.0,4.33,4.37,2.68 +35800,0.31,Very Good,F,IF,61.2,55.0,914.0,4.37,4.39,2.68 +41339,0.42,Ideal,E,VVS2,62.3,55.0,1216.0,4.76,4.81,2.98 +8177,1.05,Premium,F,SI2,62.3,56.0,4363.0,6.55,6.51,4.07 +31455,0.34,Premium,E,SI1,59.3,58.0,765.0,4.59,4.55,2.71 +25636,1.51,Premium,G,VS1,62.6,60.0,14507.0,7.28,7.19,4.53 +20727,0.31,Premium,F,VS2,62.3,59.0,625.0,4.29,4.34,2.69 +18279,1.56,Very Good,J,SI1,59.6,58.0,7424.0,7.55,7.59,4.51 +27333,1.76,Very Good,G,VVS2,61.1,59.0,17888.0,7.81,7.9,4.8 +38276,0.21,Premium,E,VS2,59.6,56.0,386.0,3.93,3.89,2.33 +29502,0.32,Ideal,E,VS2,62.2,55.0,702.0,4.36,4.38,2.72 +31835,0.34,Very Good,E,VVS2,62.7,59.0,775.0,4.41,4.43,2.77 +43689,0.5,Good,D,SI1,62.9,59.0,1436.0,4.94,5.01,3.13 +16829,1.22,Good,I,VS1,59.2,61.0,6713.0,7.01,6.95,4.13 +15258,1.01,Good,G,VS2,62.7,60.0,6126.0,6.27,6.32,3.95 +43000,0.55,Ideal,D,SI2,61.3,57.0,1368.0,5.28,5.23,3.22 +26971,1.6,Ideal,G,VS1,62.0,54.0,17050.0,7.53,7.5,4.6 +25511,1.72,Premium,F,SI1,62.4,60.0,14300.0,7.67,7.62,4.77 +41914,0.6,Very Good,J,VS2,60.0,59.4,1262.0,5.47,5.51,3.29 +19453,1.25,Premium,H,VS1,62.0,59.0,8099.0,6.88,6.84,4.25 +45052,0.52,Very Good,E,VS2,63.0,58.0,1641.0,5.07,5.12,3.21 +42758,0.46,Very Good,E,VS2,58.9,59.4,1345.0,5.05,5.1,2.99 +26601,2.3,Ideal,I,SI2,61.8,57.0,16329.0,8.48,8.45,5.23 +3179,0.91,Good,G,SI2,63.6,59.0,3340.0,6.11,6.15,3.9 +19398,1.02,Ideal,F,VS1,61.5,56.0,8061.0,6.5,6.47,3.99 +11913,0.9,Very Good,D,SI1,62.3,53.0,5123.0,6.2,6.22,3.87 +24196,2.03,Premium,J,SI2,62.7,59.0,12380.0,8.08,8.02,5.05 +24882,2.12,Premium,H,SI2,61.5,59.0,13307.0,8.26,8.21,5.06 +41945,0.35,Premium,H,SI1,62.4,58.0,504.0,4.47,4.54,2.81 +38598,0.38,Ideal,E,VS2,61.7,54.0,1038.0,4.66,4.68,2.88 +17518,1.04,Premium,E,VS2,61.1,59.0,7047.0,6.54,6.56,4.0 +15142,1.02,Premium,G,VS2,62.6,59.0,6087.0,6.43,6.39,4.01 +27550,2.02,Ideal,I,VS1,62.1,56.0,18324.0,8.13,8.09,5.04 +42458,0.5,Good,G,VS2,57.9,61.0,1316.0,5.2,5.23,3.02 +53432,0.72,Good,F,VS2,58.0,57.0,2671.0,5.93,6.01,3.46 +45803,0.5,Premium,F,VS1,61.3,59.0,1710.0,5.09,5.15,3.14 +19570,1.01,Premium,D,VS1,61.8,54.0,8201.0,6.44,6.38,3.96 +28904,0.3,Good,H,VVS1,63.3,55.0,684.0,4.29,4.34,2.73 +45884,0.55,Very Good,E,VS2,61.6,60.0,1719.0,5.23,5.27,3.23 +44722,0.53,Ideal,G,VS2,61.4,55.0,1615.0,5.23,5.26,3.22 +18562,1.21,Very Good,G,VS2,62.3,58.0,7568.0,6.76,6.8,4.22 +33840,0.38,Ideal,F,SI1,60.4,57.0,844.0,4.7,4.74,2.85 +26760,2.25,Ideal,I,SI2,60.5,56.0,16575.0,8.49,8.54,5.15 +19013,1.29,Good,F,SI1,63.8,60.0,7828.0,6.9,6.86,4.39 +39801,0.38,Ideal,F,VVS1,62.4,53.0,1096.0,4.63,4.67,2.9 +41382,0.46,Ideal,J,IF,61.8,56.0,1221.0,4.98,4.95,3.07 +2519,0.84,Ideal,I,VS1,61.4,57.0,3201.0,6.03,6.09,3.72 +16510,1.02,Ideal,F,VS2,62.7,54.0,6597.0,6.5,6.42,4.05 +35950,0.3,Ideal,F,SI1,62.1,55.0,475.0,4.31,4.35,2.69 +31694,0.4,Ideal,H,SI1,61.7,56.0,770.0,4.72,4.77,2.93 +19995,1.04,Premium,D,VS1,60.5,59.0,8532.0,6.62,6.58,3.99 +19875,1.5,Very Good,J,VVS2,63.3,57.0,8427.0,7.28,7.25,4.6 +6288,0.91,Premium,H,VS2,62.5,59.0,4018.0,6.19,6.09,3.84 +42171,0.53,Premium,I,VS1,62.3,58.0,1286.0,5.18,5.26,3.25 +1137,0.71,Very Good,E,VS2,59.9,59.0,2921.0,5.77,5.81,3.47 +39905,0.49,Premium,H,VS2,59.5,62.0,1103.0,5.14,5.12,3.05 +10072,0.32,Good,H,SI1,63.7,55.0,591.0,4.33,4.3,2.75 +10417,1.0,Very Good,E,SI2,62.9,60.0,4781.0,6.3,6.35,3.98 +61,0.35,Ideal,I,VS1,60.9,57.0,552.0,4.54,4.59,2.78 +47311,0.23,Very Good,F,VVS2,61.9,59.0,530.0,3.94,3.97,2.45 +28079,0.4,Ideal,J,VVS2,61.9,55.0,662.0,4.74,4.79,2.95 +52003,0.78,Premium,F,SI2,62.7,56.0,2444.0,5.87,5.84,3.67 +10714,0.31,Premium,D,SI2,60.1,60.0,593.0,4.41,4.38,2.64 +50548,0.7,Very Good,H,VS2,62.3,56.0,2276.0,5.66,5.7,3.54 +31901,0.3,Premium,G,VS1,62.3,59.0,776.0,4.3,4.27,2.67 +37419,0.36,Premium,F,VVS2,62.7,58.0,983.0,4.55,4.51,2.84 +9911,1.01,Premium,E,SI2,62.9,59.0,4688.0,6.37,6.31,3.99 +53006,0.7,Premium,D,SI2,60.0,60.0,2596.0,5.72,5.56,3.5 +1103,0.71,Premium,D,SI1,60.6,58.0,2913.0,5.77,5.79,3.5 +35395,0.41,Very Good,H,VVS2,62.2,58.0,899.0,4.71,4.74,2.94 +25374,0.39,Ideal,J,VS2,61.2,56.0,642.0,4.71,4.74,2.89 +29544,0.43,Premium,E,SI2,61.0,60.0,704.0,4.87,4.94,2.99 +37492,0.35,Ideal,E,VS2,62.0,55.0,984.0,4.54,4.52,2.81 +29213,0.31,Ideal,F,VS1,61.8,56.0,695.0,4.33,4.36,2.68 +51714,0.72,Very Good,E,SI2,62.2,59.0,2401.0,5.72,5.79,3.58 +17751,1.46,Very Good,I,SI1,62.5,57.0,7146.0,7.15,7.19,4.48 +2436,0.7,Premium,D,VS1,60.9,60.0,3183.0,5.75,5.71,3.49 +9452,0.76,Ideal,F,IF,59.6,58.0,4596.0,5.95,5.96,3.55 +44423,0.75,Premium,J,SI2,62.9,56.0,1588.0,5.76,5.72,3.61 +52205,0.71,Ideal,D,SI2,62.4,55.0,2480.0,5.71,5.74,3.57 +52674,0.7,Premium,G,VS2,62.9,62.0,2550.0,5.63,5.57,3.52 +53419,0.72,Premium,F,SI1,59.5,62.0,2670.0,5.85,5.74,3.45 +39001,0.41,Ideal,G,VVS1,61.6,57.0,1055.0,4.75,4.77,2.93 +33942,0.29,Ideal,H,VS1,62.4,54.0,464.0,4.23,4.26,2.65 +13717,0.3,Ideal,E,VS2,62.0,53.0,603.0,4.31,4.33,2.68 +29291,0.31,Ideal,I,SI1,62.1,54.0,436.0,4.37,4.39,2.72 +32882,0.4,Ideal,J,VS1,62.6,55.0,810.0,4.75,4.71,2.96 +37554,0.32,Ideal,D,VVS1,62.1,54.0,988.0,4.43,4.4,2.74 +10356,1.04,Ideal,F,SI1,62.2,57.0,4770.0,6.5,6.4,4.01 +25232,2.01,Premium,I,SI2,62.6,56.0,13833.0,8.1,8.0,5.04 +456,0.63,Ideal,F,VVS2,61.5,56.0,2817.0,5.48,5.52,3.38 +37886,0.42,Ideal,D,VS1,61.4,55.0,1006.0,4.8,4.9,2.98 +8247,1.04,Ideal,G,SI2,61.4,57.0,4375.0,6.48,6.54,4.0 +46721,0.51,Very Good,D,VS2,63.5,56.0,1793.0,5.1,5.04,3.22 +8954,0.96,Ideal,F,SI2,60.9,60.0,4500.0,6.31,6.36,3.86 +7616,1.01,Very Good,D,SI2,59.8,57.0,4260.0,6.51,6.57,3.91 +37952,0.41,Premium,G,VVS2,61.6,58.0,1007.0,4.74,4.8,2.94 +29886,0.3,Ideal,E,VS1,61.7,57.0,710.0,4.28,4.31,2.65 +10045,0.31,Premium,I,SI1,59.6,58.0,418.0,4.39,4.44,2.63 +45913,0.53,Ideal,G,VS1,62.7,55.0,1721.0,5.16,5.18,3.24 +21763,1.5,Ideal,E,SI1,61.9,57.0,9828.0,7.37,7.31,4.54 +51331,0.7,Very Good,F,VS2,62.3,56.0,2362.0,5.66,5.71,3.54 +31042,0.38,Very Good,I,VS1,62.0,55.0,750.0,4.65,4.67,2.89 +28452,0.32,Ideal,D,VS2,61.2,56.0,671.0,4.38,4.41,2.69 +38729,0.4,Ideal,G,VVS1,62.1,53.0,1043.0,4.75,4.79,2.96 +37808,0.35,Ideal,G,IF,62.0,54.0,1001.0,4.54,4.56,2.82 +52186,0.72,Very Good,G,VS2,63.3,57.0,2477.0,5.71,5.67,3.6 +39830,0.39,Premium,E,VS1,58.8,59.0,1097.0,4.76,4.73,2.79 +29927,0.36,Ideal,D,SI1,61.9,55.7,713.0,4.57,4.59,2.84 +23679,1.39,Ideal,E,VS2,60.8,57.0,11726.0,7.24,7.21,4.39 +16780,1.02,Ideal,G,VS1,62.2,56.0,6683.0,6.46,6.4,4.0 +33602,0.31,Very Good,G,SI1,63.0,56.0,462.0,4.3,4.34,2.72 +41150,0.52,Ideal,G,SI1,61.1,55.0,1197.0,5.22,5.26,3.2 +370,1.0,Fair,G,I1,66.4,59.0,2808.0,6.16,6.09,4.07 +13050,0.3,Ideal,F,VS2,62.1,53.6,601.0,4.28,4.31,2.67 +41440,0.46,Good,F,VS1,59.2,63.0,1228.0,5.0,5.03,2.97 +46248,0.53,Ideal,D,SI1,61.7,56.0,1753.0,5.23,5.15,3.2 +32998,0.38,Very Good,H,SI1,63.3,57.0,812.0,4.62,4.58,2.91 +37269,0.32,Very Good,H,SI1,61.8,56.0,482.0,4.38,4.41,2.71 +6307,1.0,Premium,F,SI1,62.8,61.0,4022.0,6.37,6.25,3.96 +18213,1.0,Fair,E,VS1,64.4,55.0,7392.0,6.33,6.3,4.07 +22388,1.11,Ideal,F,VVS1,61.9,57.0,10412.0,6.62,6.66,4.11 +41960,0.23,Very Good,E,VVS2,61.3,57.0,505.0,3.97,4.02,2.45 +41232,0.43,Ideal,D,VS1,62.1,55.0,1207.0,4.83,4.86,3.01 +27718,0.32,Ideal,I,VS1,60.9,56.0,648.0,4.46,4.44,2.71 +16846,1.2,Good,G,VS2,64.0,59.0,6720.0,6.8,6.63,4.3 +29697,0.31,Good,G,VVS2,63.1,57.0,707.0,4.3,4.32,2.72 +13965,1.03,Ideal,G,SI1,62.2,59.0,5684.0,6.41,6.45,4.0 +22239,1.5,Premium,H,VS2,60.8,59.0,10291.0,7.34,7.36,4.47 +19366,0.4,Very Good,D,SI2,63.0,59.0,622.0,4.64,4.69,2.94 +50883,0.78,Very Good,H,SI2,62.7,56.0,2316.0,5.85,5.89,3.68 +31714,0.42,Ideal,I,VS1,61.5,56.0,771.0,4.83,4.86,2.98 +26443,2.0,Premium,E,SI2,58.1,60.0,15984.0,8.32,8.25,4.81 +10497,1.0,Fair,E,SI1,65.8,59.0,4798.0,6.07,6.15,4.02 +31935,0.3,Ideal,F,VS2,60.4,56.0,776.0,4.37,4.34,2.63 +8809,0.91,Premium,D,SI1,62.8,59.0,4476.0,6.21,6.17,3.89 +39367,0.36,Premium,G,IF,61.0,59.0,1074.0,4.55,4.6,2.79 +53355,0.8,Ideal,G,SI2,63.0,56.0,2657.0,5.85,5.9,3.7 +12099,1.16,Premium,F,SI2,62.1,59.0,5164.0,6.76,6.71,4.18 +46635,0.3,Very Good,E,SI1,62.7,60.0,526.0,4.24,4.28,2.67 +8856,1.01,Fair,G,VS2,66.8,56.0,4480.0,6.15,6.09,4.09 +48163,0.57,Ideal,G,VS1,61.2,55.0,1942.0,5.35,5.38,3.29 +29885,0.3,Ideal,E,VS1,61.5,56.0,710.0,4.31,4.37,2.67 +35794,0.39,Ideal,F,VS1,61.7,56.0,913.0,4.68,4.72,2.9 +617,0.71,Premium,G,VVS2,60.3,58.0,2839.0,5.82,5.78,3.5 +47849,0.53,Premium,E,VS2,58.5,61.0,1908.0,5.33,5.26,3.1 +38024,0.39,Premium,G,VS2,60.9,59.0,1009.0,4.74,4.69,2.87 +22355,0.31,Ideal,H,VS2,62.2,55.0,628.0,4.39,4.35,2.72 +50188,0.7,Very Good,E,SI2,61.8,60.0,2224.0,5.61,5.65,3.48 +42425,0.51,Good,F,SI1,63.6,56.0,1312.0,5.11,5.08,3.24 +33085,0.3,Good,E,VVS2,59.8,64.0,814.0,4.34,4.29,2.58 +51073,0.7,Premium,F,SI1,62.5,59.0,2333.0,5.65,5.67,3.54 +32753,0.34,Premium,D,SI1,60.2,60.0,803.0,4.54,4.5,2.72 +49085,0.6,Ideal,D,VS2,62.8,57.0,2061.0,5.37,5.39,3.38 +10003,1.03,Good,H,SI1,59.3,56.0,4705.0,6.57,6.66,3.92 +35177,0.31,Ideal,G,IF,61.9,54.0,891.0,4.35,4.37,2.7 +43666,0.5,Ideal,F,VS2,62.7,57.0,1436.0,5.08,5.1,3.19 +31125,0.43,Very Good,G,SI1,62.3,59.0,754.0,4.79,4.81,2.99 +8831,0.98,Premium,E,SI2,61.7,61.0,4478.0,6.38,6.34,3.93 +48808,0.5,Ideal,D,VS1,61.6,57.0,2025.0,5.13,5.09,3.15 +13187,1.24,Ideal,J,VS2,62.8,56.0,5451.0,6.83,6.8,4.28 +48598,0.7,Fair,G,SI1,61.6,66.0,1995.0,5.62,5.57,3.45 +6263,1.01,Good,F,SI2,59.4,60.0,4011.0,6.44,6.49,3.84 +22657,1.54,Premium,H,VS2,61.8,59.0,10702.0,7.35,7.4,4.56 +38193,0.41,Premium,D,SI1,62.9,58.0,1015.0,4.75,4.7,2.97 +43811,0.51,Premium,G,VS2,62.6,57.0,1443.0,5.15,5.1,3.21 +51344,0.75,Very Good,E,SI2,59.0,58.0,2363.0,5.95,5.99,3.52 +31083,0.31,Very Good,E,VVS1,60.3,57.0,752.0,4.41,4.44,2.67 +14181,0.81,Ideal,E,VVS1,62.5,54.0,5752.0,5.95,5.98,3.73 +41913,0.42,Very Good,E,VVS2,59.4,60.0,1262.0,4.88,4.91,2.91 +45678,0.56,Ideal,H,VS2,61.8,54.0,1694.0,5.34,5.31,3.29 +7840,1.01,Good,F,SI2,61.5,62.0,4302.0,6.41,6.46,3.96 +47000,0.62,Very Good,I,VS1,61.8,55.0,1818.0,5.5,5.53,3.41 +44090,0.5,Ideal,E,VS2,61.6,56.0,1554.0,5.1,5.13,3.15 +5978,1.12,Good,J,SI1,63.7,61.0,3951.0,6.54,6.5,4.15 +8243,1.05,Premium,I,SI2,60.2,61.0,4374.0,6.64,6.61,3.99 +41720,0.34,Ideal,E,IF,62.0,56.0,1243.0,4.5,4.47,2.78 +31396,0.45,Very Good,G,SI2,59.7,61.0,764.0,4.95,5.0,2.97 +41526,0.42,Premium,G,VVS1,59.3,59.0,1235.0,4.92,4.9,2.91 +36196,0.37,Ideal,F,VVS1,61.5,56.0,931.0,4.59,4.61,2.83 +9337,1.0,Ideal,H,SI2,62.0,55.0,4580.0,6.39,6.43,3.98 +7605,0.92,Premium,E,SI1,60.9,59.0,4258.0,6.25,6.27,3.81 +31033,0.31,Very Good,F,VS2,63.5,55.0,749.0,4.32,4.31,2.74 +47076,0.52,Very Good,D,VS2,60.6,56.0,1822.0,5.22,5.25,3.17 +45554,0.51,Premium,D,SI1,60.1,60.0,1687.0,5.18,5.14,3.1 +33883,0.3,Premium,E,VS2,61.9,59.0,844.0,4.33,4.29,2.67 +35383,0.41,Very Good,G,VS1,60.0,61.0,899.0,4.77,4.86,2.89 +28744,0.31,Ideal,E,VS2,61.0,54.0,680.0,4.37,4.41,2.68 +47267,0.53,Very Good,E,VS1,61.7,59.0,1844.0,5.18,5.2,3.2 +38042,0.35,Fair,D,VVS2,53.2,62.0,1011.0,4.87,4.8,2.57 +35780,0.32,Ideal,F,VVS1,61.8,55.0,912.0,4.39,4.41,2.72 +22883,1.53,Premium,I,VS1,62.4,59.0,10924.0,7.34,7.3,4.57 +24986,2.02,Very Good,J,VS2,62.6,58.0,13499.0,8.03,8.1,5.05 +20763,1.53,Very Good,D,SI2,62.9,56.0,9001.0,7.25,7.31,4.58 +10662,1.2,Premium,J,SI1,60.6,59.0,4838.0,6.88,6.84,4.16 +28985,0.35,Very Good,D,VS2,62.8,58.0,685.0,4.47,4.51,2.82 +40777,0.53,Very Good,E,SI2,63.1,58.0,1167.0,5.15,5.18,3.26 +25165,1.7,Premium,G,SI1,62.5,61.0,13737.0,7.54,7.47,4.69 +14686,1.14,Premium,F,SI1,59.6,58.0,5925.0,6.78,6.8,4.05 +15564,1.01,Ideal,G,VS2,61.6,56.0,6239.0,6.43,6.46,3.97 +12416,1.06,Premium,F,SI1,61.0,58.0,5236.0,6.65,6.6,4.04 +16717,0.3,Ideal,F,SI1,61.2,55.0,609.0,4.35,4.37,2.67 +41549,0.7,Very Good,I,I1,63.2,59.0,1235.0,5.62,5.59,3.54 +1129,0.7,Good,F,VS1,63.8,58.0,2919.0,5.61,5.58,3.57 +43291,0.5,Ideal,H,VS2,62.3,58.0,1400.0,5.12,5.05,3.17 +22718,1.64,Ideal,F,SI2,61.4,57.0,10733.0,7.55,7.59,4.65 +18018,1.25,Ideal,E,SI2,62.3,58.0,7289.0,6.86,6.89,4.28 +46935,0.52,Ideal,E,VS2,60.9,57.0,1815.0,5.23,5.21,3.18 +38270,0.3,Ideal,J,VS2,61.6,56.0,384.0,4.31,4.33,2.66 +5576,1.21,Fair,H,SI1,69.6,55.0,3862.0,6.49,6.42,4.49 +50911,0.56,Ideal,G,VVS1,62.0,56.0,2318.0,5.3,5.28,3.28 +31168,0.41,Very Good,E,SI1,60.5,61.0,755.0,4.78,4.8,2.9 +40150,0.35,Ideal,E,VVS1,62.0,56.0,1116.0,4.58,4.51,2.82 +12710,0.26,Ideal,F,VVS1,62.4,56.0,599.0,4.1,4.11,2.56 +12959,1.21,Ideal,I,VS2,62.3,58.0,5387.0,6.79,6.75,4.22 +1214,0.73,Very Good,G,VS1,60.7,57.0,2939.0,5.76,5.83,3.52 +33410,0.28,Premium,E,VVS1,61.1,60.0,828.0,4.21,4.17,2.56 +23922,2.01,Premium,J,SI2,60.8,58.0,12048.0,8.19,8.13,4.96 +14711,0.3,Ideal,F,VS2,61.6,57.0,605.0,4.28,4.32,2.65 +11611,1.3,Very Good,J,SI2,61.1,61.0,5047.0,6.95,7.0,4.26 +34614,0.27,Ideal,E,VS1,61.6,56.0,470.0,4.14,4.17,2.56 +40305,0.4,Premium,E,VS1,61.8,56.0,1125.0,4.77,4.74,2.94 +38434,0.38,Ideal,F,VS2,62.1,57.0,1026.0,4.67,4.61,2.88 +22230,1.59,Ideal,H,SI1,61.4,55.0,10284.0,7.56,7.51,4.63 +20408,1.5,Ideal,F,SI1,60.9,56.0,8770.0,7.43,7.36,4.5 +9884,1.09,Good,D,SI2,63.8,60.0,4682.0,6.57,6.49,4.16 +30075,0.32,Ideal,E,SI1,61.8,55.0,720.0,4.45,4.42,2.74 +38319,0.52,Ideal,I,SI1,62.0,54.0,1019.0,5.17,5.19,3.21 +49205,0.72,Ideal,G,SI2,62.1,54.0,2079.0,5.77,5.82,3.6 +32855,0.4,Very Good,H,VS1,62.6,58.0,807.0,4.68,4.71,2.94 +41459,0.59,Premium,E,SI2,61.4,59.0,1229.0,5.4,5.32,3.29 +53756,0.7,Good,F,VS1,63.7,55.0,2724.0,5.56,5.61,3.56 +18796,1.26,Ideal,H,VS1,61.4,56.0,7691.0,7.01,6.97,4.29 +4679,0.7,Ideal,G,IF,60.2,57.0,3672.0,5.78,5.84,3.5 +6546,0.9,Good,H,VS1,60.6,61.0,4072.0,6.13,6.19,3.73 +10624,1.07,Premium,H,VS2,58.9,58.0,4830.0,6.7,6.65,3.93 +168,0.58,Ideal,G,VVS1,61.5,55.0,2772.0,5.39,5.44,3.33 +20094,1.57,Premium,G,SI2,61.1,61.0,8572.0,7.46,7.43,4.55 +50359,0.72,Premium,G,SI1,60.6,59.0,2246.0,5.8,5.76,3.5 +23317,1.7,Premium,I,VS2,61.2,59.0,11360.0,7.62,7.55,4.64 +10244,0.94,Premium,F,SI1,59.8,61.0,4748.0,6.39,6.35,3.81 +50397,0.72,Good,D,SI2,64.1,57.0,2254.0,5.64,5.71,3.64 +51340,0.79,Premium,H,VS2,61.1,59.0,2362.0,5.96,5.93,3.63 +22344,1.24,Ideal,G,VVS2,61.4,58.0,10395.0,6.88,6.92,4.24 +5390,0.3,Very Good,G,SI1,59.5,63.0,574.0,4.32,4.29,2.56 +19126,1.51,Very Good,I,SI1,63.1,56.0,7891.0,7.28,7.33,4.61 +17896,1.4,Premium,G,SI2,62.0,60.0,7225.0,7.1,7.16,4.42 +14405,1.12,Ideal,H,SI1,60.9,57.0,5818.0,6.7,6.73,4.09 +44351,0.56,Ideal,G,VS2,61.9,55.0,1580.0,5.28,5.32,3.28 +52220,0.5,Ideal,D,VVS2,61.4,55.0,2482.0,5.13,5.16,3.16 +41417,0.53,Ideal,H,SI1,62.4,59.0,1226.0,5.18,5.21,3.24 +15976,1.27,Ideal,I,VS1,62.8,57.0,6396.0,6.86,6.89,4.32 +13134,1.11,Premium,H,SI1,62.5,58.0,5433.0,6.64,6.61,4.14 +1512,0.81,Premium,G,VS2,62.0,58.0,2994.0,5.95,5.92,3.68 +26490,1.7,Very Good,G,VS2,61.6,58.0,16086.0,7.63,7.67,4.71 +18669,1.04,Premium,F,VS1,59.4,60.0,7632.0,6.58,6.56,3.9 +18555,1.02,Ideal,D,SI1,61.7,56.0,7564.0,6.4,6.49,3.97 +15839,1.01,Very Good,E,VS2,63.1,60.0,6335.0,6.3,6.26,3.96 +17297,1.08,Ideal,G,VS2,61.8,55.0,6931.0,6.57,6.63,4.08 +9149,1.01,Good,G,SI1,63.5,64.0,4538.0,6.41,6.28,4.03 +42951,0.3,Premium,J,VS1,61.9,56.0,506.0,4.32,4.28,2.66 +20371,0.31,Very Good,G,VS1,59.6,61.0,625.0,4.35,4.38,2.6 +18146,1.02,Premium,F,VS1,62.0,59.0,7351.0,6.39,6.41,3.97 +42736,0.51,Ideal,E,SI1,62.4,55.0,1343.0,5.09,5.14,3.19 +19859,1.06,Very Good,G,IF,61.2,57.0,8415.0,6.52,6.56,4.0 +6650,0.9,Premium,E,SI1,59.8,58.0,4092.0,6.26,6.21,3.73 +16863,1.04,Good,F,VS2,63.7,58.0,6727.0,6.43,6.34,4.07 +28801,0.27,Very Good,E,VVS1,61.3,57.0,682.0,4.15,4.18,2.55 +7748,0.91,Very Good,F,SI1,59.7,55.0,4279.0,6.33,6.36,3.79 +16458,1.01,Very Good,E,VS2,60.4,57.0,6577.0,6.45,6.49,3.91 +15592,1.04,Ideal,H,VS1,62.2,56.6,6255.0,6.43,6.49,4.02 +9203,1.04,Ideal,J,VS2,61.3,54.0,4550.0,6.53,6.55,4.01 +21323,1.35,Premium,G,VS2,62.8,59.0,9471.0,7.04,7.01,4.41 +38976,0.4,Premium,E,VS1,62.5,58.0,1053.0,4.69,4.72,2.94 +34536,0.33,Ideal,G,VVS1,61.8,55.0,868.0,4.42,4.45,2.74 +24821,1.52,Premium,G,VS1,61.5,58.0,13207.0,7.39,7.31,4.52 +20754,1.59,Very Good,E,SI2,61.1,57.0,8994.0,7.48,7.54,4.59 +12786,1.01,Good,H,VS2,64.4,58.0,5331.0,6.18,6.24,4.0 +26233,1.55,Very Good,F,VS1,61.6,56.0,15658.0,7.38,7.45,4.57 +36629,0.29,Very Good,H,VVS1,62.0,55.0,478.0,4.24,4.27,2.64 +44709,0.57,Ideal,E,SI1,62.2,55.0,1613.0,5.37,5.31,3.32 +2373,0.32,Ideal,G,VS2,62.0,57.0,561.0,4.39,4.41,2.73 +10004,1.22,Fair,F,SI2,65.0,56.0,4705.0,6.71,6.8,4.39 +35653,0.31,Ideal,G,VVS2,62.7,57.0,907.0,4.33,4.31,2.71 +37452,0.35,Premium,E,VS2,59.5,58.0,984.0,4.62,4.59,2.74 +35109,0.3,Ideal,F,IF,62.1,57.0,886.0,4.27,4.3,2.66 +1877,0.75,Ideal,G,VS2,61.6,55.0,3073.0,5.86,5.89,3.62 +51129,0.72,Ideal,I,VVS2,62.4,53.0,2340.0,5.75,5.78,3.6 +29127,0.3,Very Good,G,VVS1,61.3,56.0,691.0,4.34,4.37,2.67 +20837,1.01,Premium,F,VVS2,60.4,59.0,9065.0,6.45,6.49,3.91 +18119,1.06,Ideal,F,VS2,62.1,55.0,7334.0,6.52,6.55,4.06 +50638,0.23,Very Good,F,VS2,61.6,59.0,402.0,3.96,4.0,2.45 +34015,0.3,Premium,D,VS1,60.7,58.0,848.0,4.36,4.34,2.64 +22664,1.83,Premium,J,SI1,60.4,58.0,10709.0,7.96,7.94,4.8 +11012,1.01,Very Good,G,SI1,62.6,59.0,4916.0,6.38,6.3,3.97 +48622,0.7,Good,H,SI2,63.6,54.0,1999.0,5.67,5.62,3.59 +18432,1.5,Good,H,SI2,63.6,58.0,7495.0,7.15,7.2,4.56 +30991,0.37,Ideal,F,VS2,61.4,56.0,746.0,4.59,4.63,2.83 +4738,0.3,Ideal,F,VS2,60.9,56.0,573.0,4.35,4.39,2.66 +21877,1.6,Very Good,H,SI1,63.2,55.0,9946.0,7.46,7.41,4.7 +40288,0.29,Very Good,E,VS1,62.1,57.0,496.0,4.2,4.24,2.62 +53629,0.3,Premium,D,SI1,61.7,59.0,552.0,4.28,4.31,2.65 +32167,0.41,Ideal,H,SI2,61.7,56.0,787.0,4.8,4.77,2.95 +32591,0.33,Ideal,G,VVS1,60.4,58.0,802.0,4.5,4.51,2.72 +53035,0.71,Very Good,G,SI1,62.8,55.0,2604.0,5.68,5.73,3.58 +18578,1.51,Good,I,VS2,63.8,57.0,7577.0,7.24,7.18,4.6 +37080,0.41,Good,F,SI1,63.9,56.0,969.0,4.74,4.68,3.01 +13602,1.15,Ideal,G,VS2,59.2,56.0,5564.0,6.88,6.83,0.0 +15087,1.05,Very Good,D,SI1,59.3,58.0,6063.0,6.68,6.74,3.98 +9095,1.02,Very Good,E,SI1,63.1,57.0,4524.0,6.43,6.37,4.04 +1641,0.7,Ideal,G,VS1,61.1,56.0,3017.0,5.72,5.74,3.5 +16506,2.1,Fair,G,I1,64.6,58.0,6597.0,8.05,8.01,5.19 +20037,0.3,Ideal,I,VS2,62.6,56.0,421.0,4.29,4.31,2.69 +37847,0.33,Ideal,D,VS2,62.6,56.0,1002.0,4.43,4.39,2.76 +10383,0.41,Very Good,H,SI2,61.5,59.0,593.0,4.8,4.82,2.96 +16623,1.07,Premium,G,VS2,62.9,59.0,6644.0,6.52,6.49,4.09 +13468,1.13,Very Good,I,VS2,60.7,58.0,5531.0,6.72,6.75,4.09 +40907,0.55,Very Good,J,VS2,62.9,54.0,1179.0,5.23,5.29,3.31 +32039,0.3,Ideal,E,VVS2,61.7,53.8,779.0,4.31,4.34,2.67 +4533,0.91,Premium,E,SI2,62.8,61.0,3639.0,6.09,6.07,3.82 +41991,0.43,Premium,G,VVS1,62.3,59.0,1264.0,4.83,4.77,2.99 +16360,0.3,Premium,H,VS2,61.1,61.0,608.0,4.32,4.29,2.63 +15092,1.01,Good,G,VS1,62.7,57.0,6066.0,6.33,6.42,4.0 +1627,0.84,Very Good,G,SI2,62.8,57.0,3015.0,6.0,6.04,3.78 +52274,0.72,Premium,F,SI1,61.7,59.0,2492.0,5.74,5.7,3.53 +52133,0.52,Premium,D,VVS2,59.8,60.0,2467.0,5.28,5.22,3.14 +14540,1.21,Very Good,H,SI1,63.1,60.0,5871.0,6.74,6.69,4.24 +25792,1.74,Ideal,F,SI1,62.4,57.0,14775.0,7.68,7.64,4.78 +42047,0.51,Very Good,H,VS2,63.5,60.0,1268.0,5.04,5.01,3.19 +25684,0.31,Ideal,G,VS1,61.0,56.0,642.0,4.35,4.4,2.67 +46488,0.57,Ideal,E,VS2,62.1,55.0,1778.0,5.37,5.33,3.32 +36059,0.31,Ideal,G,IF,61.0,56.0,924.0,4.37,4.39,2.67 +23295,1.26,Ideal,E,VS1,61.2,56.0,11323.0,6.97,6.93,4.25 +38021,0.39,Very Good,G,VS2,63.3,57.0,1009.0,4.65,4.61,2.93 +19053,1.02,Ideal,F,VS1,62.2,57.0,7836.0,6.39,6.43,3.99 +48449,0.7,Fair,F,SI1,65.3,54.0,1974.0,5.58,5.54,3.63 +17547,1.01,Premium,G,VS1,60.7,58.0,7059.0,6.52,6.49,3.95 +18436,1.37,Ideal,I,VS2,61.3,56.0,7500.0,7.15,7.18,4.39 +6020,1.21,Very Good,I,SI2,63.4,62.0,3964.0,6.84,6.69,4.31 +22236,1.5,Good,H,VS2,63.6,58.0,10291.0,7.22,7.27,4.61 +26767,2.45,Ideal,F,SI2,62.0,55.0,16589.0,8.67,8.64,5.36 +5848,1.0,Very Good,G,SI2,63.3,56.0,3920.0,6.38,6.29,4.01 +27486,2.01,Ideal,G,VS2,63.0,56.0,18172.0,8.0,7.93,5.02 +2184,1.0,Fair,E,SI2,67.0,53.0,3136.0,6.19,6.13,4.13 +16959,1.2,Premium,F,SI1,61.0,62.0,6774.0,6.96,6.81,4.2 +8169,0.9,Good,D,SI1,61.1,62.0,4362.0,6.2,6.24,3.8 +36194,0.4,Ideal,G,VVS2,62.3,54.0,931.0,4.75,4.78,2.97 +18611,1.21,Ideal,D,SI1,63.0,57.0,7589.0,6.82,6.76,4.28 +15902,1.07,Very Good,G,VS2,60.5,56.0,6355.0,6.64,6.71,4.04 +36296,0.34,Premium,H,SI1,62.1,59.0,477.0,4.46,4.5,2.78 +18166,1.37,Very Good,E,SI2,62.5,59.0,7365.0,6.98,7.04,4.38 +12376,0.36,Ideal,E,SI1,60.9,57.0,597.0,4.58,4.62,2.8 +15037,0.3,Very Good,F,VS2,62.9,57.0,605.0,4.26,4.29,2.69 +30522,0.32,Ideal,G,VVS1,61.3,55.0,733.0,4.46,4.38,2.71 +32143,0.32,Ideal,G,VVS1,61.8,56.0,786.0,4.39,4.41,2.72 +19340,3.01,Premium,I,I1,62.7,58.0,8040.0,9.1,8.97,5.67 +49279,0.54,Premium,G,VVS2,60.5,55.0,2090.0,5.28,5.24,3.18 +9100,1.01,Premium,G,SI2,61.9,60.0,4525.0,6.37,6.33,3.93 +37895,0.41,Ideal,D,VS2,61.6,55.0,1007.0,4.74,4.77,2.93 +36210,0.36,Premium,H,VVS2,60.6,58.0,932.0,4.6,4.58,2.78 +15714,0.37,Ideal,G,SI1,61.0,56.0,608.0,4.61,4.68,2.84 +52733,0.55,Ideal,F,VVS2,62.3,54.0,2558.0,5.27,5.29,3.29 +14794,1.23,Ideal,H,SI2,60.6,57.0,5951.0,6.98,6.94,4.22 +18321,1.0,Very Good,G,VVS2,59.5,61.0,7453.0,6.42,6.46,3.83 +10341,1.11,Premium,G,SI1,61.5,58.0,4768.0,6.73,6.63,4.1 +30932,0.33,Ideal,H,SI2,61.2,54.0,448.0,4.45,4.5,2.74 +48261,0.54,Very Good,E,VVS2,63.3,60.0,1955.0,5.1,5.17,3.25 +22454,1.63,Premium,I,VS2,61.0,60.0,10479.0,7.62,7.59,4.64 +21481,1.52,Very Good,I,VS1,62.2,63.0,9576.0,7.26,7.23,4.51 +27865,0.32,Ideal,G,SI1,61.4,56.0,653.0,4.44,4.42,2.72 +4816,0.71,Good,F,VS1,61.8,57.0,3701.0,5.73,5.76,3.55 +14795,1.05,Very Good,D,SI1,59.3,59.0,5952.0,6.63,6.69,3.95 +37897,0.41,Ideal,G,VVS2,61.8,56.0,1007.0,4.74,4.78,2.94 +17098,2.17,Fair,G,I1,55.6,62.0,6817.0,8.75,8.69,4.8 +40004,0.41,Premium,F,VS2,62.6,58.0,1107.0,4.81,4.75,2.99 +3220,0.77,Very Good,F,VS1,62.8,58.0,3350.0,5.79,5.86,3.66 +38848,0.4,Ideal,I,IF,62.4,56.0,1050.0,4.73,4.7,2.94 +48203,0.53,Ideal,G,VVS2,62.2,54.0,1948.0,5.17,5.22,3.23 +6072,0.92,Premium,F,SI1,61.8,59.0,3967.0,6.25,6.21,3.85 +29657,0.35,Very Good,G,VS1,61.2,56.0,706.0,4.53,4.56,2.78 +18421,1.09,Ideal,G,VS1,62.1,55.1,7487.0,6.57,6.63,4.1 +36571,0.45,Fair,F,VS1,66.9,54.0,945.0,4.85,4.75,3.21 +50747,0.81,Fair,I,VS1,66.5,53.0,2297.0,5.76,5.83,3.86 +4886,1.01,Good,I,VS2,57.1,63.0,3717.0,6.6,6.56,3.76 +18307,1.51,Very Good,I,SI2,60.6,60.2,7441.0,7.32,7.37,4.45 +24643,1.78,Very Good,D,SI2,62.5,57.0,12981.0,7.76,7.8,4.86 +22142,1.52,Premium,E,SI1,60.2,58.0,10180.0,7.44,7.37,4.46 +38362,0.33,Ideal,F,VVS1,61.8,57.0,1021.0,4.46,4.44,2.75 +10530,1.01,Premium,G,SI1,60.2,60.0,4805.0,6.45,6.43,3.88 +9524,0.9,Very Good,F,VS2,61.6,63.0,4617.0,6.13,6.17,3.79 +9403,1.0,Good,F,SI1,63.8,58.0,4586.0,6.28,6.22,3.99 +2668,0.89,Very Good,I,VS2,63.1,55.0,3238.0,6.09,6.17,3.87 +23086,1.22,Ideal,G,IF,61.7,56.0,11111.0,6.87,6.91,4.25 +6598,0.9,Very Good,G,VS2,63.5,62.0,4081.0,6.07,6.11,3.87 +39555,0.32,Ideal,G,VVS1,62.2,55.0,1080.0,4.4,4.38,2.73 +18443,1.02,Very Good,E,VS1,61.0,58.0,7503.0,6.46,6.52,3.96 +28908,0.3,Very Good,H,VVS1,62.0,59.0,684.0,4.26,4.29,2.65 +17162,1.06,Premium,G,VS1,62.2,55.0,6853.0,6.58,6.51,4.07 +40575,0.48,Premium,E,SI1,60.4,62.0,1152.0,5.07,5.03,3.05 +35412,0.4,Premium,G,SI1,59.2,61.0,900.0,4.81,4.78,2.84 +15525,1.01,Very Good,E,VS2,63.0,60.0,6221.0,6.32,6.35,3.99 +48917,0.54,Ideal,E,VS1,62.0,56.0,,5.25,5.17,3.23 +11152,1.01,Ideal,H,SI1,61.2,58.0,,6.42,6.49,3.95 +40774,0.39,Premium,D,VVS1,63.0,60.0,,4.63,4.61,2.91 +51356,0.61,Ideal,D,VS2,61.6,56.0,,5.46,5.49,3.37 +42409,0.42,Ideal,H,VVS1,61.1,56.0,,4.86,4.9,2.98 +43447,0.5,Premium,E,SI1,63.0,58.0,,5.08,5.04,3.19 +26427,2.01,Ideal,F,SI2,62.3,58.0,,8.03,8.01,5.0 +6696,0.31,Good,I,SI1,63.3,53.0,,4.3,4.32,2.73 +24213,1.54,Ideal,I,VS1,61.3,55.0,,7.39,7.47,4.56 +5873,0.85,Ideal,E,VS2,59.3,57.0,,6.19,6.22,3.68 +28480,0.32,Premium,E,SI1,61.2,58.0,,4.42,4.37,2.69 +14762,1.0,Premium,G,VS2,61.6,58.0,,6.39,6.43,3.95 +7194,0.91,Very Good,F,SI1,63.1,60.0,,6.13,6.17,3.88 +819,0.72,Premium,E,SI1,60.9,60.0,,5.78,5.74,3.51 +16092,1.32,Ideal,I,SI1,62.2,57.0,,7.07,7.01,4.38 +37,0.23,Good,E,VS1,64.1,59.0,,3.83,3.85,2.46 +19686,0.32,Very Good,H,VS1,58.9,63.0,,4.46,4.4,2.61 +32609,0.31,Premium,H,VVS2,61.4,59.0,,4.38,4.35,2.68 +39192,0.36,Ideal,D,VS1,61.7,55.0,,4.59,4.62,2.84 +8110,1.13,Very Good,I,VS2,61.6,57.0,,6.73,6.78,4.16 +52187,0.75,Ideal,G,SI1,62.2,57.0,,5.84,5.8,3.62 +14142,1.04,Very Good,H,VS2,60.4,56.0,,6.55,6.59,3.97 +22749,1.5,Good,F,SI1,63.4,58.0,,7.16,7.2,4.55 +39896,0.42,Ideal,F,VS1,62.3,55.0,,4.79,4.77,2.98 +51624,0.7,Very Good,E,SI1,59.6,63.0,,5.72,5.65,3.39 +35235,0.41,Ideal,I,VVS2,60.7,57.0,,4.81,4.84,2.93 +26144,2.0,Very Good,H,SI2,62.6,56.0,,7.98,8.09,5.03 +23227,1.5,Premium,E,SI1,61.5,58.0,,7.28,7.36,4.5 +24862,1.93,Very Good,I,SI1,62.8,58.0,,7.89,7.97,4.98 +2438,0.78,Ideal,G,VS2,61.7,55.0,,5.94,5.89,3.65 +16315,1.01,Good,G,VS1,63.7,56.0,,6.37,6.29,4.03 +19464,1.16,Premium,G,VS1,61.9,58.0,,6.76,6.72,4.17 +38721,0.41,Ideal,H,VVS1,62.2,57.0,,4.74,4.78,2.96 +50891,0.7,Premium,G,VS2,61.7,58.0,,5.68,5.73,3.52 +15265,1.2,Premium,H,SI1,58.9,60.0,,7.02,6.94,4.11 +39016,0.43,Very Good,G,VVS2,62.3,60.0,,4.78,4.85,3.0 +43090,0.54,Ideal,H,VS1,61.5,56.0,,5.22,5.25,3.22 +49580,0.83,Fair,H,SI2,65.1,59.0,,5.84,5.81,3.79 +26903,2.03,Ideal,H,SI1,62.9,57.0,,8.07,7.99,5.05 +1748,0.92,Premium,I,SI2,61.5,59.0,,6.27,6.21,3.84 +4852,0.71,Ideal,F,VS1,61.5,57.0,,5.71,5.77,3.53 +33061,0.3,Ideal,F,VVS1,61.9,56.0,,4.3,4.33,2.67 +30366,0.36,Very Good,I,VS1,63.3,56.0,,4.56,4.51,2.87 +29570,0.41,Good,F,SI1,63.1,59.0,,4.7,4.75,2.98 +11121,1.05,Ideal,H,SI1,62.5,56.0,,6.43,6.52,4.05 +12381,0.3,Very Good,G,VVS2,60.4,59.0,,4.33,4.35,2.62 +43301,0.58,Ideal,F,SI1,62.3,54.0,,5.36,5.39,3.35 +10375,1.19,Premium,I,SI1,62.2,58.0,,6.73,6.77,4.2 +30234,0.33,Ideal,E,VS2,61.9,54.0,,4.42,4.47,2.75 +47055,0.63,Ideal,G,VS2,62.6,55.0,,5.5,5.46,3.43 +32117,0.4,Good,G,VS1,63.4,56.0,,4.68,4.72,2.98 +158,0.73,Premium,G,VS2,60.7,58.0,,5.87,5.82,3.55 +5868,0.81,Ideal,G,VS1,61.6,56.0,,5.99,6.02,3.7 +17230,1.41,Ideal,J,SI1,62.3,55.0,,7.18,7.21,4.48 +52453,0.59,Ideal,E,VVS2,61.0,58.0,,5.39,5.43,3.3 +11616,1.08,Ideal,H,SI2,61.4,57.0,,6.6,6.66,4.07 +25460,1.55,Ideal,F,SI1,61.9,55.0,,7.47,7.42,4.61 +9612,1.02,Very Good,G,SI1,62.0,57.0,,6.41,6.5,4.0 +37600,0.23,Very Good,E,VVS2,61.1,62.0,,3.92,3.94,2.4 +51112,0.75,Premium,D,SI2,60.6,56.0,,5.94,5.9,3.59 +36314,0.32,Premium,H,VVS1,62.7,57.0,,4.41,4.36,2.75 +34896,0.33,Ideal,F,VVS1,61.9,55.0,,4.44,4.48,2.76 +37193,0.53,Ideal,I,SI2,62.0,54.0,,5.19,5.23,3.23 +35707,0.3,Ideal,D,VS2,61.0,55.0,,4.36,4.33,2.65 +16814,1.01,Premium,F,VS2,61.6,59.0,,6.43,6.39,3.95 +4478,0.9,Very Good,F,SI1,63.1,58.0,,6.09,6.15,3.86 +5012,1.13,Ideal,H,I1,62.2,55.0,,6.69,6.65,4.15 +46209,0.51,Ideal,G,VVS2,61.6,56.0,,5.12,5.14,3.16 +35389,0.41,Ideal,G,VS1,61.9,57.0,,4.76,4.81,2.96 +17172,1.09,Ideal,G,VS1,62.5,56.0,,6.63,6.55,4.12 +37121,0.42,Ideal,D,SI1,63.0,57.0,,4.81,4.77,3.02 +52962,0.24,Very Good,E,VVS1,62.5,59.0,,3.96,4.01,2.49 +28033,0.3,Very Good,E,VS2,62.8,56.0,,4.28,4.32,2.7 +32298,0.34,Ideal,E,SI2,62.4,54.0,,4.49,4.52,2.81 +23888,2.15,Premium,G,SI2,61.2,58.0,,8.42,8.3,5.1 +48634,0.3,Very Good,G,SI1,63.2,55.0,,4.29,4.26,2.7 +50114,0.51,Ideal,E,VVS2,61.7,57.0,,5.11,5.14,3.16 +15074,1.21,Very Good,H,SI1,63.3,57.0,,6.77,6.7,4.26 +32627,0.23,Very Good,D,VVS2,62.4,53.0,,3.94,3.95,2.46 +25716,1.7,Ideal,E,SI1,60.1,57.0,,7.71,7.74,4.64 +31222,0.32,Ideal,D,SI1,62.7,54.0,,4.39,4.35,2.74 +1454,0.54,Ideal,F,VVS1,61.6,55.0,,5.28,5.27,3.25 +47920,0.7,Fair,G,SI1,68.4,58.0,,5.59,5.55,3.61 +29474,0.32,Ideal,E,VS2,61.9,55.0,,4.42,4.43,2.74 +14410,1.07,Very Good,H,VS2,61.3,58.0,,6.59,6.62,4.05 +6210,1.01,Ideal,I,SI1,60.6,57.0,,6.51,6.56,3.96 +1773,0.82,Very Good,F,SI1,63.9,56.9,,5.85,5.92,3.76 +9305,1.07,Premium,F,SI2,62.4,57.0,,6.58,6.53,4.09 +49646,0.3,Premium,H,SI1,61.3,58.0,,4.33,4.29,2.64 +11649,1.01,Good,D,SI1,63.9,62.0,,6.25,6.31,4.01 +46599,0.54,Ideal,F,VS2,62.3,56.0,,5.2,5.17,3.23 +44024,0.51,Ideal,E,SI1,62.2,57.0,,5.12,5.08,3.17 +41260,0.3,Ideal,H,VS2,61.0,56.0,,4.33,4.37,2.65 +6471,0.9,Very Good,F,SI1,63.3,57.0,,6.1,6.16,3.88 +30207,0.38,Ideal,G,SI1,61.0,55.0,,4.69,4.73,2.87 +28351,0.27,Very Good,E,VVS1,61.1,55.0,,4.18,4.27,2.58 +15606,1.37,Premium,G,SI2,62.4,58.0,,7.1,7.0,4.4 +32321,0.3,Premium,H,IF,60.4,60.0,,4.3,4.34,2.61 +47862,0.56,Premium,D,VS2,61.5,58.0,,5.28,5.33,3.26 +26025,0.32,Ideal,G,VS1,61.6,57.0,,4.38,4.42,2.71 +11773,1.21,Premium,H,SI2,58.2,59.0,,7.05,7.03,4.1 +17231,1.06,Ideal,G,VS2,61.9,54.0,,6.54,6.58,4.06 +13578,1.21,Premium,G,SI1,59.5,62.0,,6.65,6.57,3.84 +33686,0.31,Ideal,E,VVS2,61.6,56.0,,4.35,4.39,2.69 +21275,1.55,Very Good,G,SI1,59.8,59.0,,7.45,7.47,4.46 +37899,0.41,Ideal,D,VS2,62.2,57.0,,4.72,4.76,2.95 +8068,0.31,Good,G,VS1,63.3,57.0,,4.28,4.31,2.72 +28371,0.37,Ideal,G,VS2,62.5,53.0,,4.6,4.61,2.88 +3963,0.81,Very Good,G,VS1,63.1,58.0,,5.92,5.96,3.75 +32543,0.27,Ideal,E,VVS2,62.0,55.0,,4.14,4.12,2.56 +35746,0.3,Ideal,D,VS2,62.8,57.0,,4.29,4.25,2.68 +39811,0.5,Very Good,E,SI2,59.9,57.0,,5.12,5.16,3.08 +47885,0.5,Ideal,F,VVS2,60.7,57.0,,5.12,5.16,3.12 +37736,0.5,Good,F,SI2,63.5,58.0,,4.98,5.03,3.18 +29742,0.32,Ideal,H,VVS1,61.6,54.0,,4.42,4.45,2.73 +12649,1.01,Very Good,G,VS1,63.1,59.0,,6.32,6.23,3.96 +8961,0.9,Premium,E,SI1,62.3,56.0,,6.21,6.14,3.85 +50447,0.6,Ideal,D,SI1,61.7,56.0,,5.39,5.44,3.34 +53252,0.72,Very Good,E,SI1,58.9,58.0,,5.88,5.91,3.47 +48130,0.54,Ideal,D,VS2,61.2,56.0,,5.29,5.23,3.22 +45800,0.51,Premium,G,VS1,60.2,57.0,,5.24,5.2,3.14 +29319,0.31,Ideal,H,VS1,61.7,57.0,,4.38,4.34,2.69 +23639,1.54,Premium,H,VS2,61.9,59.0,,7.31,7.33,4.53 +23825,1.68,Ideal,E,SI2,60.4,55.0,,7.79,7.7,4.68 +1010,0.7,Good,G,VVS1,59.9,61.0,,5.75,5.81,3.46 +19056,1.01,Premium,E,VS1,62.9,60.0,,6.36,6.32,3.99 +17317,1.51,Very Good,J,SI1,62.9,59.0,,7.25,7.29,4.57 +11713,0.34,Ideal,E,SI1,61.4,55.0,,4.48,4.54,2.77 +27353,2.39,Very Good,J,VS1,59.6,60.0,,8.71,8.77,5.21 +11159,1.21,Premium,D,SI2,59.7,58.0,,7.06,6.96,4.19 +24583,2.02,Ideal,J,SI1,62.7,54.2,,8.03,8.08,5.05 +35230,0.34,Premium,E,VS2,62.7,56.0,,4.51,4.48,2.82 +42152,0.5,Ideal,I,VS1,62.2,55.0,,5.07,5.11,3.16 +29654,0.35,Premium,G,VS1,61.5,58.0,,4.5,4.54,2.78 +28672,0.24,Ideal,F,VVS2,62.0,57.0,,3.99,4.02,2.48 +33736,0.41,Very Good,G,VS1,58.9,60.0,,4.84,4.87,2.86 +11218,0.93,Premium,F,VS2,61.7,58.0,,6.22,6.29,3.86 +30714,0.33,Ideal,E,VS2,61.5,55.0,,4.47,4.5,2.76 +46386,0.59,Very Good,F,VS2,62.0,58.0,,5.35,5.42,3.34 +11212,1.23,Ideal,J,SI1,63.1,58.0,,6.8,6.74,4.27 +6451,0.91,Ideal,G,SI1,61.8,57.0,,6.16,6.2,3.82 +8987,1.15,Premium,H,SI2,62.4,57.0,,6.66,6.59,4.14 +17799,1.02,Ideal,F,VS2,62.3,56.0,,6.39,6.54,4.0 +44582,0.53,Ideal,E,VS2,61.0,57.0,,5.23,5.26,3.2 +37884,0.3,Very Good,E,VVS1,61.8,56.0,,4.29,4.32,2.66 +44601,0.53,Premium,G,VS2,61.2,57.0,,5.26,5.19,3.2 +19301,1.01,Premium,G,VVS2,61.2,58.0,,6.45,6.49,3.96 +26451,2.3,Premium,H,SI2,62.7,56.0,,8.46,8.42,5.29 +33177,0.41,Very Good,E,SI2,63.4,58.0,,4.75,4.71,3.0 +3943,0.8,Very Good,D,SI1,62.9,60.0,,5.89,5.94,3.72 +25083,1.7,Ideal,G,VS1,62.9,57.0,,7.59,7.52,4.75 +5110,0.72,Ideal,F,VS1,61.4,56.0,,5.75,5.79,3.54 +29569,0.41,Very Good,E,SI1,60.5,63.0,,4.77,4.81,2.9 +36738,0.32,Ideal,G,IF,61.2,57.0,,4.4,4.43,2.7 +22571,1.75,Premium,J,VS1,62.2,59.0,,7.74,7.7,4.8 +1343,0.71,Premium,F,VS1,62.1,53.0,,5.77,5.7,3.56 +8413,1.04,Ideal,H,SI2,62.1,56.0,,6.48,6.5,4.03 +37040,0.38,Good,H,VVS1,63.3,58.0,,4.57,4.62,2.91 +12533,1.12,Premium,H,SI1,62.2,60.0,,6.59,6.65,4.12 +35072,0.32,Very Good,F,VVS1,62.2,55.0,,4.39,4.43,2.74 +15828,1.02,Ideal,G,VS2,60.6,56.0,,6.56,6.52,3.96 +34892,0.31,Ideal,D,VS2,59.4,56.0,,4.45,4.4,2.63 +49705,0.6,Ideal,G,VS1,61.2,56.0,,5.43,5.47,3.33 +28850,0.41,Premium,D,SI2,61.2,59.0,,4.77,4.8,2.93 +44245,0.51,Very Good,F,VS2,63.2,56.0,,5.1,5.06,3.21 +9916,1.1,Very Good,H,SI1,63.0,57.0,,6.5,6.54,4.11 +23915,1.74,Good,H,SI1,60.6,62.0,,7.74,7.8,4.71 +7648,1.01,Premium,G,SI2,60.1,59.0,,6.45,6.39,3.86 +8049,0.31,Ideal,E,SI1,62.1,56.0,,4.35,4.38,2.71 +53186,0.75,Premium,G,SI1,60.9,58.0,,5.87,5.83,3.56 +9840,1.1,Good,F,SI2,60.5,61.0,,6.61,6.67,4.02 +17926,1.07,Ideal,E,VS2,61.8,58.0,,6.53,6.61,4.06 +25965,2.53,Premium,H,SI2,61.1,57.0,,8.82,8.76,5.37 +12020,1.04,Very Good,F,SI1,59.7,59.0,,6.67,6.56,3.95 +34888,0.38,Ideal,F,VS1,59.8,57.0,,4.72,4.75,2.84 +40140,0.7,Fair,G,I1,64.6,59.0,,5.64,5.48,3.6 +29228,0.25,Very Good,D,VVS2,59.5,56.0,,4.14,4.19,2.48 +35676,0.42,Very Good,D,VS2,63.8,54.0,,4.74,4.79,3.04 +11400,0.34,Ideal,H,VS1,62.1,57.0,,4.48,4.51,2.79 +47538,0.63,Premium,G,VS2,61.5,57.0,,5.54,5.51,3.4 +53007,0.74,Fair,F,VS2,64.6,55.0,,5.74,5.66,3.68 +44882,0.5,Premium,G,VS1,60.3,60.0,,5.1,5.08,3.07 +42984,0.41,Ideal,G,IF,61.7,56.0,,4.77,4.8,2.95 +49792,0.73,Premium,G,SI1,62.0,58.0,,5.75,5.8,3.58 +37707,0.38,Very Good,G,VVS1,61.3,57.0,,4.62,4.68,2.85 +46406,0.55,Ideal,E,VS2,59.3,57.0,,5.43,5.39,3.21 +43398,0.5,Very Good,H,VS2,61.2,55.0,,5.12,5.16,3.15 +35268,0.3,Premium,G,IF,61.6,60.0,,4.29,4.32,2.65 +41143,0.5,Very Good,G,SI1,62.1,56.0,,5.05,5.09,3.15 +6688,1.11,Very Good,E,SI2,61.6,61.0,,6.61,6.66,4.09 +50601,0.82,Premium,J,SI1,61.2,58.0,,6.04,5.99,3.68 +5258,1.14,Premium,J,SI1,62.4,59.0,,6.7,6.62,4.16 +2564,0.9,Premium,F,SI2,62.6,62.0,,6.06,6.01,3.78 +8537,1.05,Very Good,G,SI1,59.1,57.0,,6.63,6.73,3.95 +46944,0.52,Ideal,E,VS2,61.7,55.0,,5.21,5.16,3.2 +43470,0.39,Ideal,E,IF,61.5,55.5,,4.68,4.72,2.88 +46900,0.56,Ideal,D,SI1,60.5,57.0,,5.36,5.31,3.23 +11529,1.25,Premium,H,SI1,60.7,58.0,,7.04,6.99,4.26 +20122,1.24,Ideal,G,VS1,61.9,54.0,,6.89,6.92,4.27 +40489,0.42,Ideal,F,VVS2,62.1,55.0,,4.79,4.81,2.98 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/info.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/info.json new file mode 100644 index 0000000000000000000000000000000000000000..8eab2f67b5b61dad2072d06ec313e477e95b7c1b --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/info.json @@ -0,0 +1,90 @@ +{ + "name": "Diamonds", + "source": "https://www.kaggle.com/datasets/shivam2503/diamonds/data", + "data_intro": "This classic dataset contains the prices and other attributes of almost 54,000 diamonds. Try to analyze diamonds by their cut, color, clarity, price, ", + "is_splited": false, + "overall_size": 53940, + "train_size": 0, + "test_size": 0, + "c_classes": 3, + "n_classes": 8, + "task_type": "regression", + "target": { + "price": "Given a diamond's cut,color,clarity and other attributes, predict its price in US dollars" + }, + "cat_feature_intro": { + "cut": "- cut: Describe cut quality of the diamond. Fair(worst), Good, Very Good, Premium, Ideal(best)", + "color": "- color: Color of the diamond, J(worst), I, H, G, F, E, D(best)", + "clarity": "- clarity: a measurement of how clear the diamond is ,I1 (worst), SI2, SI1, VS2, VS1, VVS2, VVS1, IF (best))" + }, + "num_feature_intro": { + "#": "- #: index counter", + "carat": "- carat: Carat weight of the diamond (0.2--5.01)", + "depth": "- depth: total depth percentage = z / mean(x, y) = 2 * z / (x + y) ", + "table": "- table: width of top of diamond relative to widest point", + "price": "- price: the price of the diamond in US dollars", + "x": "- x: length in mm ", + "y": "- y: width in mm ", + "z": "- z: depth in mm " + }, + "evaluation_metric": null, + "num_feature_value": { + "#": [], + "carat": [ + 0.2, + 5.01 + ], + "depth": [ + 43.0, + 79.0 + ], + "price": [ + 326.0, + 18823.0 + ], + "table": [ + 43.0, + 95.0 + ], + "x": [ + 0.0, + 10.74 + ], + "y": [ + 0.0, + 58.9 + ], + "z": [ + 0.0, + 31.8 + ] + }, + "cat_feature_value": { + "clarity": [ + "I1", + "IF", + "SI1", + "SI2", + "VS1", + "VS2", + "VVS1", + "VVS2" + ], + "color": [ + "D", + "E", + "F", + "G", + "H", + "I", + "J" + ], + "cut": [ + "Fair", + "Good", + "Ideal", + "Premium", + "Very Good" + ] + } +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/info_mod.json b/treatment_effect_analysis/finance/regression/Diamonds_B3/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..599c61c7d5b5b746c4e5044650a228f3c57f40d6 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/info_mod.json @@ -0,0 +1,128 @@ +{ + "name": "Diamonds", + "source": "https://www.kaggle.com/datasets/shivam2503/diamonds/data", + "data_intro": "This classic dataset contains the prices and other attributes of almost 54,000 diamonds. Try to analyze diamonds by their cut, color, clarity, price, ", + "is_splited": false, + "overall_size": 53940, + "train_size": 0, + "test_size": 0, + "c_classes": 3, + "n_classes": 8, + "task_type": "regression", + "target": "price", + "cat_feature_intro": { + "cut": "- cut: Describe cut quality of the diamond. Fair(worst), Good, Very Good, Premium, Ideal(best)", + "color": "- color: Color of the diamond, J(worst), I, H, G, F, E, D(best)", + "clarity": "- clarity: a measurement of how clear the diamond is ,I1 (worst), SI2, SI1, VS2, VS1, VVS2, VVS1, IF (best))" + }, + "num_feature_intro": { + "Unnamed: 0": "Unnamed: 0: numeric feature inferred from dataset columns", + "carat": "- carat: Carat weight of the diamond (0.2--5.01)", + "depth": "- depth: total depth percentage = z / mean(x, y) = 2 * z / (x + y) ", + "table": "- table: width of top of diamond relative to widest point", + "x": "- x: length in mm ", + "y": "- y: width in mm ", + "z": "- z: depth in mm " + }, + "evaluation_metric": null, + "num_feature_value": { + "Unnamed: 0": [ + 68.0, + 53889.0 + ], + "carat": [ + 0.2, + 5.01 + ], + "depth": [ + 43.0, + 79.0 + ], + "table": [ + 43.0, + 95.0 + ], + "x": [ + 0.0, + 10.74 + ], + "y": [ + 0.0, + 58.9 + ], + "z": [ + 0.0, + 31.8 + ] + }, + "cat_feature_value": { + "cut": [ + "Fair", + "Good", + "Ideal", + "Premium", + "Very Good" + ], + "color": [ + "D", + "E", + "F", + "G", + "H", + "I", + "J" + ], + "clarity": [ + "I1", + "IF", + "SI1", + "SI2", + "VS1", + "VS2", + "VVS1", + "VVS2" + ] + }, + "columns": [ + "Unnamed: 0", + "carat", + "cut", + "color", + "clarity", + "depth", + "table", + "price", + "x", + "y", + "z" + ], + "feature_columns": [ + "Unnamed: 0", + "carat", + "cut", + "color", + "clarity", + "depth", + "table", + "x", + "y", + "z" + ], + "feature_types": { + "Unnamed: 0": "numeric", + "carat": "numeric", + "cut": "categorical", + "color": "categorical", + "clarity": "categorical", + "depth": "numeric", + "table": "numeric", + "x": "numeric", + "y": "numeric", + "z": "numeric" + }, + "open_text_feature_intro": {}, + "open_text_features": [], + "missing_from_original_info": [ + "Unnamed: 0" + ] +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6986de6bcbbba161fa116cdd6a59ac29327f9c8 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test.csv @@ -0,0 +1,21 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +35616,0.3,Premium,I,VS1,61.7,59.0,473,4.26,4.3,2.64 +35622,0.3,Premium,I,VS1,61.6,60.0,473,4.27,4.3,2.64 +40367,0.33,Ideal,E,VVS1,61.3,56.0,1130,4.43,4.48,2.73 +34040,0.33,Ideal,E,VS1,61.1,56.0,850,4.45,4.48,2.73 +8262,0.71,Ideal,D,VS1,61.7,56.0,4380,5.71,5.74,3.53 +3569,0.7,Ideal,D,VS1,61.7,57.0,3419,5.71,5.74,3.53 +40851,0.55,Ideal,G,SI2,62.1,56.0,1173,5.25,5.28,3.27 +49551,0.55,Ideal,G,VVS2,62.5,56.0,2129,5.25,5.22,3.27 +52356,0.72,Ideal,G,SI2,61.8,56.0,2501,5.72,5.76,3.55 +3859,0.72,Ideal,G,VS1,61.8,56.0,3478,5.74,5.76,3.55 +32639,0.32,Ideal,G,SI2,61.6,56.0,459,4.4,4.43,2.72 +35888,0.32,Ideal,G,IF,61.6,55.0,918,4.4,4.43,2.72 +43854,0.55,Ideal,E,SI1,60.9,56.0,1448,5.28,5.32,3.23 +47229,0.55,Ideal,D,SI1,60.9,57.0,1840,5.29,5.32,3.23 +34860,0.3,Ideal,G,VVS2,62.7,57.0,878,4.29,4.26,2.68 +31548,0.3,Ideal,E,VVS2,62.3,57.0,766,4.29,4.32,2.68 +35855,0.32,Ideal,E,VVS1,62.3,54.0,917,4.37,4.4,2.73 +34963,0.32,Ideal,I,VS1,62.3,56.0,471,4.37,4.4,2.73 +21161,1.2,Ideal,D,SI1,61.1,56.0,9317,6.86,6.89,4.2 +24742,1.2,Ideal,F,VVS1,61.1,55.0,13088,6.86,6.89,4.2 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_001.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_001.csv new file mode 100644 index 0000000000000000000000000000000000000000..4f4095a661f4b80751186874d77de7ce5bf454ac --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_001.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +35616,0.3,Premium,I,VS1,61.7,59.0,473,4.26,4.3,2.64 +35622,0.3,Premium,I,VS1,61.6,60.0,473,4.27,4.3,2.64 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_002.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_002.csv new file mode 100644 index 0000000000000000000000000000000000000000..b6ccf266d49c71a099167b275cb25775f7de1956 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_002.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +40367,0.33,Ideal,E,VVS1,61.3,56.0,1130,4.43,4.48,2.73 +34040,0.33,Ideal,E,VS1,61.1,56.0,850,4.45,4.48,2.73 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_003.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_003.csv new file mode 100644 index 0000000000000000000000000000000000000000..7faa292c2e92d0088c5c6a2a15d6e3f099adc78d --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_003.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +8262,0.71,Ideal,D,VS1,61.7,56.0,4380,5.71,5.74,3.53 +3569,0.7,Ideal,D,VS1,61.7,57.0,3419,5.71,5.74,3.53 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_004.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_004.csv new file mode 100644 index 0000000000000000000000000000000000000000..dc8fac27cec47d721bf78400df5d86cf4eba05d4 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_004.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +40851,0.55,Ideal,G,SI2,62.1,56.0,1173,5.25,5.28,3.27 +49551,0.55,Ideal,G,VVS2,62.5,56.0,2129,5.25,5.22,3.27 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_005.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_005.csv new file mode 100644 index 0000000000000000000000000000000000000000..493ed36d980408822e9d16923f32753f3e333d76 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_005.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +52356,0.72,Ideal,G,SI2,61.8,56.0,2501,5.72,5.76,3.55 +3859,0.72,Ideal,G,VS1,61.8,56.0,3478,5.74,5.76,3.55 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_006.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_006.csv new file mode 100644 index 0000000000000000000000000000000000000000..1ccddf3249b67dc69540c3cc8c8f41be6e901b46 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_006.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +32639,0.32,Ideal,G,SI2,61.6,56.0,459,4.4,4.43,2.72 +35888,0.32,Ideal,G,IF,61.6,55.0,918,4.4,4.43,2.72 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_007.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_007.csv new file mode 100644 index 0000000000000000000000000000000000000000..cf9ac6be131ce1e55d173c5837f771fe8a9a8476 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_007.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +43854,0.55,Ideal,E,SI1,60.9,56.0,1448,5.28,5.32,3.23 +47229,0.55,Ideal,D,SI1,60.9,57.0,1840,5.29,5.32,3.23 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_008.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_008.csv new file mode 100644 index 0000000000000000000000000000000000000000..92d7c0f5ac4481c4fb55d908568a47d4914b1529 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_008.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +34860,0.3,Ideal,G,VVS2,62.7,57.0,878,4.29,4.26,2.68 +31548,0.3,Ideal,E,VVS2,62.3,57.0,766,4.29,4.32,2.68 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_009.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_009.csv new file mode 100644 index 0000000000000000000000000000000000000000..e302d9355fc7dc121cc6f2d5f7b0937af7977221 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_009.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +35855,0.32,Ideal,E,VVS1,62.3,54.0,917,4.37,4.4,2.73 +34963,0.32,Ideal,I,VS1,62.3,56.0,471,4.37,4.4,2.73 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/test_010.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_010.csv new file mode 100644 index 0000000000000000000000000000000000000000..bfef9c482e56ca0f373012b48ff94b1a77f58848 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/test_010.csv @@ -0,0 +1,3 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +21161,1.2,Ideal,D,SI1,61.1,56.0,9317,6.86,6.89,4.2 +24742,1.2,Ideal,F,VVS1,61.1,55.0,13088,6.86,6.89,4.2 diff --git a/treatment_effect_analysis/finance/regression/Diamonds_B3/train.csv b/treatment_effect_analysis/finance/regression/Diamonds_B3/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..86cb3c2a1f501cfcc6093385963016b47e525a9f --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Diamonds_B3/train.csv @@ -0,0 +1,53921 @@ +Unnamed: 0,carat,cut,color,clarity,depth,table,price,x,y,z +7379,0.97,Very Good,F,SI2,62.9,57.0,4223,6.28,6.31,3.96 +11194,1.0,Ideal,G,SI1,62.4,56.0,4956,6.41,6.34,3.98 +52547,0.65,Ideal,E,VS1,61.4,59.0,2533,5.53,5.57,3.41 +43622,0.46,Premium,F,VS1,60.5,58.0,1432,5.02,4.97,3.02 +6021,1.0,Fair,G,SI1,68.3,61.0,3965,6.02,5.93,4.08 +40940,0.25,Very Good,I,VVS2,62.1,56.0,500,4.03,4.05,2.51 +53508,0.71,Ideal,G,VS1,61.0,57.0,2686,5.77,5.74,3.51 +37187,0.32,Ideal,D,VS2,61.9,55.0,972,4.44,4.41,2.74 +52310,0.31,Ideal,D,SI1,62.3,56.0,548,4.32,4.35,2.7 +6906,1.04,Ideal,I,SI1,63.0,56.0,4135,6.49,6.39,4.06 +8715,0.37,Ideal,G,SI1,61.4,55.0,586,4.63,4.68,2.86 +47615,0.55,Ideal,F,VS1,61.9,56.0,1881,5.25,5.29,3.26 +53147,1.2,Fair,F,I1,65.7,56.0,2622,6.65,6.58,4.35 +48780,0.7,Premium,H,SI1,62.7,59.0,2020,5.68,5.63,3.55 +46868,0.53,Ideal,G,VS1,62.1,57.0,1813,5.18,5.16,3.21 +17625,1.39,Good,F,SI2,63.8,55.0,7096,7.08,7.05,4.51 +5150,1.01,Premium,I,SI2,59.6,62.0,3767,6.56,6.5,3.89 +5422,1.05,Ideal,I,SI1,60.4,57.0,3822,6.6,6.58,3.98 +50750,0.7,Very Good,E,SI2,63.2,56.0,2298,5.6,5.64,3.55 +31309,0.32,Ideal,D,VS2,61.0,57.0,758,4.42,4.46,2.71 +14969,1.5,Very Good,F,I1,63.2,57.0,6028,7.29,7.24,4.59 +5810,0.92,Premium,F,SI1,62.0,60.0,3910,6.26,6.19,3.86 +24488,1.51,Very Good,G,VS2,58.9,60.0,12756,7.47,7.55,4.42 +16252,1.14,Very Good,G,VS2,61.3,57.0,6500,6.69,6.78,4.13 +26326,1.71,Very Good,G,VS2,62.5,58.0,15829,7.56,7.66,4.76 +16669,1.06,Very Good,G,VS1,63.1,57.0,6663,6.42,6.49,4.07 +31620,0.24,Very Good,F,VS1,62.5,55.0,373,3.94,3.97,2.47 +24626,1.52,Premium,G,VS2,62.6,55.0,12958,7.39,7.28,4.59 +13846,1.19,Very Good,I,VS1,59.9,61.0,5644,6.85,6.91,4.12 +16750,1.04,Very Good,G,VS1,63.1,57.0,6669,6.39,6.44,4.05 +6032,0.25,Very Good,E,VVS1,60.2,59.0,575,4.11,4.13,2.48 +18201,1.52,Ideal,H,SI2,62.3,56.0,7388,7.34,7.24,4.54 +27748,1.51,Ideal,G,IF,61.7,55.0,18806,7.37,7.41,4.56 +15383,0.41,Good,J,VS2,64.3,55.0,606,4.66,4.7,3.01 +47222,0.8,Premium,J,SI1,61.4,57.0,1838,5.98,5.95,3.66 +51059,0.71,Premium,F,SI2,60.2,60.0,2331,5.8,5.77,3.48 +26708,0.32,Very Good,G,VS1,61.8,60.0,645,4.35,4.36,2.69 +53764,0.76,Very Good,G,VS2,59.8,58.0,2726,5.92,5.96,3.55 +53889,0.83,Premium,G,SI2,61.6,57.0,2749,6.06,6.02,3.72 +23645,3.65,Fair,H,I1,67.1,53.0,11668,9.53,9.48,6.38 +14951,1.0,Very Good,F,VS1,58.4,63.0,6021,6.58,6.47,3.81 +6497,0.9,Very Good,E,VS2,61.1,63.0,4062,6.2,6.17,3.78 +34919,0.34,Premium,F,VS2,61.2,59.0,880,4.52,4.47,2.75 +20136,1.2,Premium,G,VS1,61.4,60.0,8596,6.86,6.81,4.2 +26621,2.01,Very Good,I,VS2,59.6,58.0,16383,8.18,8.23,4.89 +21083,1.03,Ideal,F,VVS2,62.5,56.0,9254,6.46,6.53,4.06 +17783,1.24,Premium,F,SI1,61.6,59.0,7162,6.94,6.89,4.26 +28767,0.31,Ideal,E,VS2,61.9,55.0,680,4.34,4.38,2.7 +3989,0.82,Ideal,F,VS2,61.9,57.0,3514,5.96,5.99,3.7 +5553,0.9,Premium,E,SI2,61.6,59.0,3856,6.26,6.18,3.83 +38809,0.31,Premium,G,VVS1,61.1,58.0,1046,4.35,4.32,2.65 +12305,1.09,Ideal,H,SI1,61.1,57.0,5219,6.71,6.62,4.07 +41054,0.53,Very Good,H,SI1,61.7,55.0,1189,5.2,5.24,3.22 +31766,0.35,Ideal,E,VS1,61.1,55.0,773,4.56,4.58,2.79 +38867,0.4,Premium,F,VS1,61.4,58.0,1050,4.75,4.73,2.91 +49437,0.54,Ideal,F,VVS2,61.0,57.0,2109,5.26,5.3,3.22 +31534,0.34,Premium,G,VS2,62.4,59.0,765,4.47,4.41,2.77 +849,0.72,Ideal,H,VVS2,60.9,57.0,2869,5.79,5.77,3.52 +27188,2.01,Premium,I,SI1,60.2,59.0,17474,8.18,8.12,4.91 +17774,1.36,Ideal,F,SI2,62.0,56.0,7157,7.08,7.11,4.4 +11834,1.0,Premium,H,VS2,61.3,61.0,5096,6.44,6.38,3.93 +7574,0.9,Good,F,VS2,59.8,61.0,4253,6.18,6.22,3.71 +23041,1.57,Ideal,H,SI1,62.4,56.0,11068,7.42,7.45,4.64 +2465,0.71,Ideal,E,VS2,62.1,57.0,3191,5.71,5.75,3.56 +27052,0.33,Ideal,I,VVS1,62.2,54.0,646,4.43,4.45,2.76 +52262,0.74,Ideal,E,SI1,62.6,56.0,2489,5.74,5.7,3.58 +44218,0.57,Premium,F,SI1,61.8,57.0,1571,5.34,5.31,3.29 +50995,0.31,Premium,G,VS2,61.7,59.0,544,4.31,4.34,2.67 +6892,1.0,Ideal,I,SI1,61.6,59.0,4133,6.34,6.42,3.93 +19412,1.51,Ideal,J,VS1,61.6,58.0,8067,7.35,7.43,4.55 +18848,1.5,Good,F,SI2,62.9,59.0,7727,7.19,7.32,4.56 +31350,0.34,Ideal,E,VS2,61.8,54.0,760,4.49,4.5,2.78 +49264,0.7,Good,H,SI1,61.9,62.0,2088,5.57,5.61,3.46 +49771,0.5,Ideal,F,VVS2,62.2,54.0,2160,5.11,5.09,3.17 +17068,0.32,Premium,G,SI1,61.0,61.0,612,4.41,4.38,2.68 +10635,1.22,Premium,I,SI2,62.3,58.0,4831,6.8,6.85,4.25 +46214,0.57,Ideal,F,SI1,62.2,56.0,1751,5.33,5.31,3.31 +7315,1.02,Premium,H,SI2,60.9,59.0,4207,6.46,6.51,3.95 +5611,0.9,Very Good,E,SI2,59.4,58.0,3872,6.31,6.35,3.76 +50321,0.7,Ideal,I,VS2,61.9,53.2,2240,5.68,5.71,3.56 +12409,1.02,Ideal,D,SI2,62.0,58.0,5235,6.4,6.51,4.0 +46185,0.52,Very Good,F,VS1,63.2,57.0,1748,5.09,5.1,3.22 +46644,0.4,Very Good,J,SI1,61.4,58.0,526,4.76,4.79,2.93 +49201,0.72,Very Good,G,SI2,62.5,56.0,2079,5.68,5.71,3.56 +47784,0.52,Ideal,G,VVS2,61.3,56.0,1897,5.18,5.2,3.18 +26739,1.52,Good,F,VS1,63.4,60.0,16519,7.25,7.3,4.61 +52570,0.7,Ideal,H,SI1,60.6,57.0,2536,5.77,5.74,3.48 +7285,1.25,Premium,H,SI2,60.5,61.0,4200,6.97,6.91,4.2 +22308,1.1,Ideal,D,VS2,61.7,56.0,10350,6.63,6.67,4.1 +14624,1.25,Premium,H,VS2,61.9,58.0,5902,6.9,6.84,4.25 +15160,1.04,Very Good,G,VS2,62.3,54.0,6095,6.49,6.55,4.06 +48320,0.23,Ideal,G,VVS1,61.9,58.0,536,3.93,3.96,2.44 +17180,1.0,Ideal,E,VS2,61.7,54.0,6859,6.41,6.46,3.97 +33805,0.32,Very Good,G,VVS1,58.1,59.0,842,4.49,4.53,2.62 +6908,0.9,Very Good,H,VS1,61.5,59.0,4136,6.13,6.19,3.79 +37945,0.36,Good,I,SI1,63.1,57.0,486,4.51,4.55,2.86 +44287,0.52,Very Good,G,VS2,63.2,58.0,1577,5.12,5.1,3.23 +15955,1.27,Ideal,E,SI2,60.2,57.0,6383,7.09,7.14,4.28 +16275,1.02,Ideal,F,VS2,62.9,57.0,6509,6.42,6.33,4.01 +25198,2.04,Premium,H,SI2,62.8,57.0,13790,8.13,8.08,5.09 +20046,0.4,Ideal,D,SI2,62.0,55.0,625,4.71,4.77,2.94 +37820,0.32,Ideal,F,VVS2,61.3,56.0,1002,4.42,4.45,2.72 +23671,1.59,Good,F,SI1,63.6,57.0,11716,7.39,7.43,4.71 +25665,1.98,Ideal,I,SI1,62.6,55.0,14581,8.04,8.1,5.05 +31376,0.31,Good,G,VVS1,58.0,62.0,761,4.42,4.47,2.58 +45823,0.56,Good,F,VS1,58.6,62.0,1712,5.3,5.45,3.16 +40742,0.54,Very Good,E,SI2,61.9,58.0,1163,5.19,5.24,3.23 +43604,0.31,Good,E,SI1,63.4,55.0,507,4.26,4.29,2.71 +32220,0.31,Ideal,G,VVS1,61.8,54.0,789,4.38,4.42,2.72 +31288,0.33,Ideal,F,SI2,62.3,55.0,450,4.44,4.49,2.78 +959,0.8,Good,F,SI1,63.8,59.0,2890,5.87,5.83,3.73 +28944,0.3,Ideal,G,VVS2,62.2,55.0,684,4.29,4.33,2.68 +25787,2.02,Ideal,J,VS2,61.8,57.0,14766,8.11,8.14,5.02 +46477,0.29,Fair,F,SI1,55.8,60.0,1776,4.48,4.41,2.48 +42368,0.51,Very Good,E,SI1,61.2,61.0,1304,5.13,5.16,3.15 +46975,0.23,Very Good,F,VVS2,59.6,57.0,530,3.98,4.0,2.38 +21477,1.23,Premium,G,VS1,59.8,57.0,9574,6.99,6.96,4.17 +49397,0.5,Ideal,G,IF,61.5,56.0,2104,5.11,5.14,3.15 +5082,0.9,Fair,D,SI1,65.7,65.0,3751,6.06,5.94,3.94 +45684,0.5,Ideal,F,VS1,61.2,56.0,1695,5.13,5.17,3.15 +3440,0.9,Very Good,H,SI1,62.3,63.0,3387,6.13,6.06,3.8 +38097,0.36,Premium,E,VS2,59.3,59.0,1013,4.68,4.6,2.75 +6639,1.01,Premium,E,SI2,60.8,58.0,4089,6.49,6.46,3.94 +38610,0.46,Ideal,I,VVS2,62.7,56.0,1040,4.9,4.93,3.08 +48822,0.7,Very Good,I,SI1,61.4,57.0,2028,5.72,5.75,3.52 +44716,0.5,Premium,D,VS2,61.3,59.0,1614,5.09,5.04,3.11 +52759,0.72,Very Good,E,SI1,62.0,57.0,2562,5.73,5.76,3.56 +40772,0.46,Fair,D,VS1,67.3,61.0,1166,4.81,4.71,3.21 +9444,1.0,Ideal,D,SI1,63.0,56.0,4592,6.33,6.28,3.97 +3282,0.91,Premium,G,SI2,61.3,60.0,3363,6.2,6.17,3.79 +212,0.77,Premium,G,VS2,61.2,58.0,2780,5.9,5.93,3.62 +27960,0.27,Ideal,I,VS1,62.2,54.0,432,4.16,4.2,2.6 +22674,1.63,Very Good,H,SI1,62.5,58.0,10721,7.47,7.55,4.69 +17538,1.0,Ideal,F,VS1,61.7,55.0,7056,6.42,6.39,3.95 +5023,0.74,Ideal,D,VS1,61.7,55.0,3746,5.85,5.79,3.59 +39013,0.43,Premium,D,VS2,60.2,59.0,1056,4.88,4.92,2.95 +16561,1.04,Ideal,G,VS2,61.6,55.0,6617,6.51,6.55,4.02 +5495,1.02,Good,D,SI2,58.9,65.0,3842,6.59,6.54,3.87 +21616,1.71,Very Good,J,VS1,61.2,59.0,9707,7.65,7.72,4.7 +35892,0.32,Ideal,G,IF,61.3,56.0,918,4.4,4.44,2.71 +10243,1.11,Premium,H,SI1,58.9,59.0,4748,6.82,6.76,4.0 +27147,2.39,Ideal,J,VS1,62.1,57.0,17365,8.53,8.57,5.31 +49597,0.71,Very Good,I,VVS2,61.9,58.0,2137,5.72,5.75,3.55 +39604,0.31,Ideal,H,SI1,62.0,53.9,491,4.35,4.39,2.7 +47716,0.51,Good,G,VVS2,57.6,56.0,1885,5.27,5.35,3.06 +50907,0.71,Fair,I,VS1,57.1,57.0,2318,5.87,5.9,3.36 +30016,0.4,Very Good,F,SI1,61.7,62.0,717,4.71,4.76,2.92 +825,0.56,Very Good,D,VVS1,61.8,55.0,2866,5.27,5.31,3.27 +12733,1.23,Ideal,I,SI2,61.2,58.0,5315,6.86,6.9,4.21 +53471,0.75,Ideal,I,VS2,60.4,59.0,2680,5.86,5.9,3.55 +45259,0.46,Ideal,E,VVS1,62.6,57.0,1661,4.98,4.89,3.09 +12168,1.23,Ideal,J,SI1,61.3,54.0,5181,6.92,6.97,4.26 +3650,0.91,Very Good,E,SI2,58.5,60.0,3438,6.31,6.34,3.7 +26183,2.01,Premium,I,SI1,62.4,61.0,15528,8.01,7.99,4.99 +9221,1.04,Ideal,H,SI2,61.7,55.0,4557,6.49,6.53,4.02 +39326,0.3,Ideal,E,VVS1,61.7,57.0,1071,4.32,4.34,2.67 +26224,2.18,Ideal,I,SI1,61.2,56.0,15646,8.39,8.51,5.17 +10067,0.32,Very Good,H,SI1,63.5,57.0,591,4.39,4.34,2.77 +31143,0.38,Very Good,G,SI1,62.0,54.8,755,4.64,4.67,2.89 +23651,1.5,Very Good,H,VVS1,60.9,61.0,11688,7.36,7.39,4.49 +19129,1.5,Good,H,SI2,63.4,59.0,7897,7.2,7.25,4.58 +49222,0.68,Premium,G,VS2,61.6,59.0,2081,5.65,5.64,3.48 +35013,0.4,Premium,E,SI1,61.4,58.0,882,4.81,4.77,2.94 +26612,1.62,Ideal,E,VS2,61.4,57.0,16358,7.54,7.58,4.64 +14083,1.06,Very Good,D,SI1,59.4,57.0,5713,6.65,6.72,3.97 +21584,1.7,Very Good,J,VS1,63.6,58.0,9683,7.52,7.54,4.79 +20124,1.64,Premium,I,SI2,61.3,58.0,8587,7.58,7.62,4.66 +9837,1.01,Premium,D,SI2,58.3,59.0,4672,6.67,6.63,3.88 +18996,1.01,Premium,E,VS1,62.0,59.0,7821,6.38,6.42,3.97 +6631,1.0,Good,H,SI1,56.8,65.0,4086,6.61,6.49,3.72 +40013,0.7,Premium,I,I1,62.3,58.0,1107,5.69,5.55,3.51 +40822,0.39,Premium,G,VVS1,59.9,59.0,1170,4.75,4.73,2.84 +1232,0.79,Very Good,E,SI2,59.2,59.0,2941,6.04,6.06,3.58 +33681,0.3,Ideal,E,VVS2,61.3,54.0,837,4.34,4.37,2.67 +4972,1.51,Fair,F,I1,67.5,56.0,3734,7.17,7.05,4.8 +29528,0.3,Ideal,E,VS1,62.5,54.0,703,4.27,4.32,2.69 +43021,0.52,Premium,F,SI1,61.1,59.0,1370,5.21,5.17,3.17 +39857,0.52,Ideal,G,SI2,61.1,56.0,1100,5.19,5.22,3.18 +17403,1.09,Ideal,H,SI1,61.4,56.0,6970,6.61,6.64,4.07 +32481,0.3,Ideal,E,VS2,61.8,55.0,795,4.34,4.36,2.69 +50857,0.78,Fair,F,SI2,64.6,53.0,2312,5.83,5.78,3.75 +32556,0.32,Ideal,F,VVS2,61.2,57.0,800,4.42,4.44,2.71 +38981,0.36,Good,E,IF,57.7,54.0,1053,4.74,4.79,2.75 +18360,1.11,Ideal,G,VS2,62.0,56.0,7472,6.62,6.65,4.12 +23542,1.1,Ideal,D,VVS2,62.2,57.0,11550,6.58,6.54,4.08 +6886,1.06,Very Good,I,SI2,62.8,56.0,4132,6.47,6.55,4.09 +45217,0.51,Ideal,E,VS2,61.9,55.0,1656,5.13,5.17,3.19 +42947,0.3,Very Good,F,SI2,63.4,56.0,506,4.29,4.26,2.71 +1951,0.84,Premium,E,SI2,59.2,59.0,3086,6.19,6.14,3.65 +27522,2.52,Premium,I,SI1,58.5,59.0,18252,8.9,8.87,5.2 +39863,0.38,Ideal,F,VVS1,62.3,54.1,1101,4.63,4.66,2.9 +53179,0.71,Ideal,E,VS2,61.8,57.0,2630,5.7,5.73,3.53 +16124,1.5,Premium,H,SI2,61.8,57.0,6443,7.34,7.31,4.53 +8036,0.9,Premium,E,VS2,62.9,58.0,4334,6.15,6.12,3.86 +23928,1.5,Ideal,H,VS1,61.2,56.0,12055,7.39,7.4,4.52 +45023,0.54,Ideal,H,VS1,62.7,57.0,1637,5.23,5.17,3.26 +21053,0.31,Very Good,G,VS1,62.4,59.0,625,4.32,4.34,2.7 +27478,2.01,Very Good,H,SI1,59.1,58.0,18149,8.29,8.36,4.92 +31730,0.31,Ideal,G,VVS1,60.8,56.0,772,4.41,4.43,2.69 +16005,1.27,Ideal,H,SI2,61.8,57.0,6403,6.93,6.96,4.29 +35501,0.41,Premium,E,SI1,59.3,61.0,904,4.84,4.8,2.86 +34114,0.35,Ideal,G,VVS1,61.8,54.5,853,4.54,4.58,2.82 +33161,0.31,Ideal,E,VVS2,61.6,55.0,816,4.35,4.38,2.69 +44014,0.51,Premium,G,VS2,62.7,58.0,1546,5.12,5.09,3.2 +12629,1.0,Premium,F,SI1,62.6,60.0,5292,6.32,6.3,3.95 +20596,1.66,Very Good,I,SI1,63.0,57.0,8901,7.45,7.5,4.71 +15768,1.34,Ideal,D,I1,61.7,55.0,6303,7.12,7.08,4.38 +16131,1.14,Premium,F,SI1,61.1,58.0,6448,6.77,6.72,4.12 +4331,1.01,Ideal,J,SI1,60.5,56.0,3599,6.49,6.53,3.94 +34451,0.32,Premium,I,IF,60.3,58.0,864,4.45,4.41,2.67 +43921,0.23,Premium,E,VS1,61.8,60.0,513,3.95,3.91,2.43 +25767,2.01,Very Good,H,SI1,63.5,57.0,14725,7.96,7.88,5.03 +38754,0.41,Ideal,F,VVS2,61.8,55.0,1044,4.77,4.81,2.96 +41128,0.52,Premium,G,SI2,61.5,59.0,1196,5.19,5.15,3.18 +6010,0.91,Very Good,G,SI1,63.6,57.0,3961,6.09,6.12,3.88 +25512,1.5,Ideal,H,VVS1,61.2,57.0,14304,7.34,7.4,4.51 +21979,1.0,Very Good,F,IF,63.2,63.0,10046,6.26,6.24,3.95 +26663,2.1,Very Good,H,SI2,63.0,57.0,16479,8.08,8.13,5.11 +11248,1.28,Ideal,J,SI1,61.2,57.0,4967,7.02,6.96,4.28 +30178,0.38,Good,H,VS1,64.4,57.0,721,4.54,4.59,2.94 +15296,1.3,Very Good,H,SI2,62.8,58.0,6140,6.93,7.01,4.38 +15647,1.0,Good,E,VS2,63.8,58.0,6272,6.31,6.19,3.99 +43966,0.32,Good,H,SI2,63.8,56.0,517,4.38,4.36,2.79 +51066,0.78,Ideal,H,SI2,61.6,54.0,2332,5.94,5.88,3.64 +26305,1.7,Premium,E,SI1,60.1,58.0,15804,7.78,7.74,4.66 +12134,1.02,Premium,H,VS2,61.9,57.0,5171,6.5,6.4,3.99 +33990,0.42,Ideal,H,VS1,62.0,57.0,847,4.8,4.82,2.98 +34969,0.23,Very Good,E,VVS1,61.9,58.0,472,3.94,3.98,2.45 +52488,0.71,Ideal,G,SI1,59.7,60.0,2522,5.79,5.81,3.46 +26738,1.51,Premium,E,VS1,62.7,58.0,16518,7.25,7.33,4.57 +22226,1.53,Premium,I,VS1,61.2,59.0,10282,7.41,7.39,4.53 +9377,0.32,Premium,D,SI1,60.4,58.0,589,4.44,4.47,2.69 +42573,0.55,Ideal,I,VS2,58.5,62.0,1327,5.4,5.39,3.16 +35733,0.3,Ideal,D,VS2,62.8,57.0,911,4.31,4.29,2.7 +702,1.12,Premium,H,I1,59.1,61.0,2854,6.78,6.75,4.0 +36578,0.4,Very Good,G,VVS2,59.2,63.0,945,4.88,4.81,2.87 +29402,0.4,Very Good,G,SI1,62.9,57.0,699,4.69,4.72,2.96 +47564,0.51,Very Good,G,VVS2,61.7,58.0,1875,5.13,5.18,3.18 +8179,1.05,Ideal,J,SI2,61.3,56.0,4364,6.56,6.59,4.03 +11542,1.21,Good,I,VS2,64.1,61.0,5028,6.7,6.66,4.28 +26154,2.18,Premium,J,VS2,60.1,58.0,15465,8.46,8.41,5.07 +21246,1.5,Good,H,SI1,61.0,59.0,9394,7.31,7.39,4.48 +3476,1.01,Good,I,SI1,58.4,64.0,3394,6.51,6.48,3.79 +28171,0.39,Ideal,G,SI1,60.7,57.0,665,4.69,4.8,2.88 +51543,0.83,Premium,G,SI2,62.9,57.0,2386,5.99,5.96,3.76 +9103,1.01,Very Good,D,SI2,62.0,59.0,4528,6.36,6.4,3.96 +11416,1.5,Fair,H,SI2,66.0,64.0,5000,7.1,6.97,4.64 +6730,0.25,Premium,H,VVS1,59.8,59.0,577,4.09,4.07,2.44 +49564,0.53,Ideal,F,VVS2,61.6,55.0,2131,5.21,5.24,3.22 +6640,0.85,Ideal,E,SI1,63.0,56.0,4089,6.0,6.04,3.79 +8794,1.02,Premium,G,SI2,62.5,58.0,4471,6.4,6.43,4.01 +6745,0.33,Good,E,SI1,63.4,55.0,579,4.37,4.4,2.78 +30395,0.33,Ideal,H,VVS1,61.5,56.0,730,4.46,4.49,2.75 +51614,0.73,Very Good,E,SI2,59.3,57.0,2395,5.88,5.95,3.51 +21873,1.51,Very Good,E,SI2,62.3,62.0,9936,7.15,7.26,4.49 +50963,0.7,Very Good,E,SI2,60.8,57.0,2324,5.66,5.72,3.46 +11094,1.03,Ideal,G,SI1,61.9,56.0,4928,6.46,6.5,4.01 +8993,1.22,Premium,J,SI2,62.1,59.0,4509,6.82,6.77,4.22 +29199,0.44,Good,J,VS1,63.2,57.0,694,4.82,4.86,3.06 +37195,0.46,Ideal,I,VS1,62.3,56.0,974,4.96,4.93,3.08 +22882,1.29,Ideal,F,VS1,62.3,54.0,10923,7.0,6.93,4.34 +36742,0.32,Ideal,E,VVS1,61.6,56.0,954,4.41,4.42,2.72 +39265,0.38,Premium,G,VS1,61.9,56.0,1069,4.68,4.63,2.88 +1449,0.72,Ideal,E,SI1,61.0,56.0,2976,5.82,5.85,3.56 +3040,0.3,Very Good,G,VS1,60.2,62.0,565,4.3,4.31,2.59 +5383,0.34,Premium,G,SI2,62.8,59.0,574,4.47,4.45,2.8 +4120,0.9,Very Good,G,SI2,62.4,55.0,3539,6.13,6.17,3.84 +37373,0.4,Premium,F,VS1,61.4,58.0,982,4.73,4.75,2.91 +138,0.71,Premium,F,VS1,61.8,59.0,2765,5.69,5.73,3.53 +20742,1.55,Ideal,G,SI2,60.5,60.0,8981,7.46,7.49,4.52 +34680,0.38,Ideal,G,VVS2,60.7,57.0,873,4.7,4.73,2.86 +14314,1.0,Ideal,F,SI2,62.4,57.0,5798,6.37,6.42,3.99 +14877,1.15,Ideal,H,VS2,62.6,57.0,5989,6.75,6.69,4.21 +12664,1.16,Ideal,G,SI2,61.5,54.0,5301,6.78,6.75,4.16 +7320,1.01,Very Good,I,SI1,60.9,59.0,4207,6.39,6.45,3.91 +48689,0.71,Ideal,H,SI1,60.8,57.0,2006,5.77,5.81,3.52 +16061,1.01,Premium,F,VS2,59.2,60.0,6416,6.51,6.54,3.86 +46722,0.61,Premium,H,VS1,59.6,61.0,1793,5.53,5.44,3.27 +50971,0.31,Very Good,H,VS1,62.4,58.0,544,4.28,4.34,2.69 +6169,1.08,Premium,F,SI2,62.7,58.0,3992,6.53,6.49,4.08 +44711,0.61,Premium,D,SI1,61.6,58.0,1614,5.37,5.34,3.3 +39570,0.44,Ideal,G,VVS2,61.8,56.0,1081,4.9,4.94,3.04 +32022,0.41,Very Good,H,SI1,58.1,61.0,778,4.91,4.97,2.87 +28565,0.3,Ideal,H,VS1,62.2,57.0,675,4.3,4.28,2.67 +5550,1.02,Good,I,SI2,63.6,56.0,3856,6.4,6.37,4.06 +47816,0.57,Fair,F,VVS2,65.2,56.2,1902,5.19,5.23,3.4 +7939,1.05,Very Good,G,SI2,63.2,54.0,4318,6.52,6.49,4.11 +46377,0.51,Very Good,G,VVS2,62.2,56.0,1762,5.1,5.13,3.18 +14517,1.01,Premium,G,VS2,60.7,61.0,5864,6.46,6.42,3.91 +52987,0.71,Ideal,H,VVS2,61.5,54.0,2594,5.74,5.8,3.55 +52522,0.58,Ideal,G,IF,62.1,56.0,2528,5.35,5.37,3.32 +10958,1.0,Very Good,F,SI2,62.6,59.0,4901,6.34,6.38,3.98 +18281,1.26,Ideal,H,VS2,61.7,56.0,7424,6.95,6.89,4.27 +14774,1.01,Premium,G,VS2,59.0,61.0,5946,6.62,6.56,3.89 +42591,0.65,Very Good,H,SI2,62.0,56.0,1331,5.53,5.56,3.44 +9438,1.0,Good,H,VVS2,59.5,64.0,4592,6.44,6.41,3.82 +15453,1.0,Good,G,VS1,63.9,60.0,6187,6.3,6.35,4.04 +14975,1.27,Very Good,I,VS2,63.3,63.0,6031,6.87,6.82,4.33 +21893,1.5,Very Good,I,VS2,63.8,59.0,9960,7.29,7.23,4.63 +1222,0.81,Ideal,I,VS2,61.8,56.0,2939,6.02,5.99,3.71 +5063,0.34,Premium,F,SI2,61.7,61.0,574,4.48,4.44,2.75 +43360,0.58,Very Good,G,SI1,59.3,59.0,1408,5.46,5.51,3.25 +35633,0.3,Good,I,VS1,63.4,54.0,473,4.29,4.32,2.73 +30445,0.29,Very Good,F,VVS1,62.1,55.0,731,4.26,4.28,2.65 +38473,0.38,Very Good,G,VS1,60.7,55.0,1031,4.71,4.74,2.87 +3054,0.27,Ideal,G,IF,61.6,57.0,566,4.18,4.21,2.58 +22059,1.51,Good,G,SI1,63.3,58.0,10085,7.2,7.26,4.58 +4400,0.31,Very Good,D,SI1,60.2,56.0,571,4.37,4.4,2.64 +42684,0.5,Very Good,H,VS2,62.3,57.0,1337,5.03,5.12,3.16 +39724,0.5,Good,E,SI1,63.7,59.0,1090,5.07,5.01,3.21 +41708,0.53,Premium,F,SI2,62.5,57.0,1242,5.17,5.11,3.21 +5565,1.0,Premium,F,SI2,60.4,58.0,3858,6.47,6.44,3.9 +38218,0.43,Ideal,E,SI1,61.5,56.0,1016,4.9,4.85,3.0 +16985,1.25,Ideal,H,SI1,62.2,57.0,6783,6.9,6.86,4.28 +47031,0.57,Ideal,E,VS2,60.8,56.0,1819,5.4,5.35,3.27 +28780,0.4,Good,H,SI1,60.2,63.0,681,4.7,4.73,2.84 +21655,1.41,Ideal,H,VS1,60.7,56.0,9752,7.31,7.22,1.41 +8057,0.23,Very Good,F,VVS1,62.8,54.0,583,3.92,3.94,2.47 +13251,1.03,Ideal,E,SI1,62.1,56.0,5476,6.43,6.48,4.01 +34225,0.4,Premium,D,SI2,60.0,58.0,855,4.84,4.8,2.89 +34530,0.33,Ideal,G,VVS1,61.7,56.0,868,4.45,4.47,2.75 +45825,0.55,Ideal,I,VVS1,61.7,56.0,1712,5.29,5.24,3.25 +16242,1.01,Premium,G,VS1,62.6,59.0,6499,6.38,6.46,4.02 +27502,2.01,Premium,I,VS1,62.9,59.0,18206,8.03,7.94,5.02 +7754,0.64,Ideal,D,VVS1,61.5,56.0,4281,5.57,5.59,3.43 +32231,0.31,Ideal,G,VVS1,62.1,55.0,789,4.33,4.36,2.7 +9757,0.9,Premium,G,VS1,62.7,58.0,4661,6.06,6.15,3.83 +11839,1.2,Premium,I,SI1,61.4,57.0,5098,6.87,6.8,4.2 +21620,1.12,Ideal,E,VS2,61.9,56.0,9710,6.65,6.68,4.13 +532,0.7,Very Good,D,VS2,63.3,56.0,2826,5.6,5.58,3.54 +24695,0.3,Very Good,G,VVS2,60.4,60.0,638,4.3,4.34,2.61 +32776,0.34,Premium,D,SI1,62.7,59.0,803,4.45,4.42,2.78 +28601,0.3,Very Good,E,SI1,63.1,53.0,675,4.32,4.27,2.71 +5259,1.01,Very Good,J,SI2,62.7,55.0,3793,6.42,6.44,4.03 +35781,0.32,Ideal,F,VVS1,60.3,57.0,912,4.42,4.44,2.67 +32645,0.31,Ideal,H,VVS2,62.4,56.0,802,4.38,4.34,2.72 +18320,1.0,Good,G,VVS2,63.1,58.0,7453,6.33,6.37,4.01 +39802,0.38,Ideal,F,VVS1,62.1,55.0,1096,4.66,4.71,2.91 +5503,0.91,Premium,F,SI2,59.1,60.0,3845,6.36,6.3,3.74 +41996,0.43,Ideal,G,VVS1,61.5,56.0,1264,4.87,4.85,2.99 +10040,0.34,Premium,J,VS2,62.3,60.0,417,4.46,4.49,2.79 +16564,1.01,Premium,G,VS1,62.3,59.0,6618,6.42,6.38,3.99 +49270,0.72,Ideal,G,SI2,62.1,55.3,2089,5.72,5.74,3.56 +2407,0.72,Ideal,G,VVS2,62.6,56.0,3179,5.7,5.74,3.58 +4035,1.0,Ideal,G,SI2,60.3,57.0,3528,6.51,6.45,3.91 +23980,2.1,Good,H,SI1,63.7,61.0,12121,8.1,8.07,5.15 +28484,0.32,Very Good,E,SI1,63.4,56.0,672,4.34,4.31,2.74 +23924,2.01,Premium,J,SI1,62.3,59.0,12048,8.03,7.97,4.98 +53548,0.75,Very Good,F,SI1,63.7,58.0,2693,5.73,5.77,3.66 +48999,0.71,Fair,H,SI1,65.1,55.0,2049,5.69,5.65,3.69 +31242,0.31,Ideal,F,VS2,61.9,55.0,757,4.35,4.37,2.7 +29352,0.31,Premium,G,VS2,62.4,59.0,698,4.38,4.34,2.72 +6457,0.91,Premium,D,SI2,62.2,59.0,4051,6.23,6.19,3.86 +11900,1.12,Premium,I,VS2,61.9,58.0,5119,6.68,6.63,4.12 +41348,0.4,Very Good,F,IF,61.1,57.0,1217,4.73,4.77,2.9 +10377,1.2,Premium,J,SI1,58.5,61.0,4778,6.95,6.89,4.05 +13417,1.23,Ideal,H,SI2,63.8,57.0,5510,6.78,6.72,4.31 +48921,0.7,Very Good,G,SI1,62.5,60.0,2042,5.64,5.68,3.54 +9228,1.02,Good,H,SI1,63.9,55.0,4558,6.4,6.37,4.08 +44803,0.5,Very Good,E,VS2,61.3,58.0,1624,5.06,5.12,3.12 +32730,0.31,Ideal,F,VS2,62.6,55.0,802,4.33,4.29,2.7 +18427,1.24,Premium,H,VS1,61.2,59.0,7493,6.94,6.91,4.24 +47194,0.55,Very Good,G,VVS1,60.8,58.0,1838,5.25,5.3,3.21 +30804,0.3,Good,F,IF,60.0,63.0,742,4.3,4.36,2.6 +2528,0.7,Very Good,F,VVS2,60.5,60.0,3205,5.7,5.73,3.46 +18691,0.32,Ideal,H,VVS2,61.9,53.0,619,4.42,4.44,2.74 +6974,1.0,Premium,H,SI1,61.8,59.0,4150,6.4,6.35,3.94 +31468,0.34,Premium,I,VVS2,61.3,57.0,765,4.52,4.49,2.76 +46892,0.56,Ideal,F,VS2,62.1,57.0,1814,5.29,5.28,3.28 +16496,1.09,Premium,G,VS2,59.7,58.0,6592,6.74,6.7,4.01 +47400,0.55,Ideal,D,VS2,61.7,57.0,1848,5.21,5.26,3.23 +24654,1.7,Premium,H,VS2,62.8,58.0,12992,7.57,7.52,4.74 +30251,0.26,Premium,E,VVS2,58.9,61.0,724,4.19,4.16,2.46 +35897,0.32,Ideal,G,IF,62.2,54.0,918,4.42,4.45,2.76 +32217,0.31,Ideal,G,VVS1,61.3,56.0,789,4.37,4.41,2.69 +10887,1.16,Ideal,G,SI2,61.9,56.0,4880,6.73,6.77,4.18 +42800,0.5,Very Good,E,SI1,60.7,58.0,1351,5.09,5.13,3.1 +49905,0.74,Very Good,E,SI2,61.7,56.0,2179,5.76,5.9,3.6 +12810,0.91,Very Good,D,SI1,62.0,59.0,5342,6.19,6.16,3.83 +4704,1.1,Very Good,F,I1,59.8,61.0,3678,6.65,6.7,3.99 +52641,0.27,Very Good,E,VVS2,62.0,60.0,552,4.15,4.17,2.58 +36670,0.32,Ideal,F,IF,61.2,57.0,949,4.4,4.42,2.7 +18771,1.53,Very Good,J,VS1,59.5,60.0,7677,7.55,7.65,4.52 +43051,0.52,Premium,D,SI1,60.7,58.0,1376,5.23,5.18,3.16 +43055,0.57,Ideal,F,SI2,61.9,58.0,1376,5.34,5.32,3.3 +8743,0.9,Very Good,E,SI1,61.6,57.0,4463,6.19,6.25,3.83 +53750,0.7,Ideal,G,VS1,61.9,57.0,2724,5.7,5.68,3.52 +5940,0.96,Ideal,G,SI2,62.0,58.0,3945,6.3,6.34,3.92 +9111,0.9,Very Good,G,VS2,63.2,58.0,4531,6.11,6.17,3.88 +44958,0.58,Ideal,E,SI1,61.5,55.0,1636,5.34,5.39,3.3 +543,1.01,Premium,H,SI2,61.6,61.0,2828,6.39,6.31,3.91 +41610,0.32,Good,H,SI2,63.2,55.0,393,4.34,4.36,2.75 +11879,0.95,Very Good,G,VS1,61.7,58.0,5111,6.26,6.34,3.89 +439,0.7,Ideal,H,SI1,61.4,56.0,2815,5.72,5.77,3.53 +45207,0.51,Premium,G,VS1,62.3,58.0,1656,5.08,5.13,3.18 +21189,1.61,Ideal,H,SI1,62.3,56.0,9341,7.51,7.47,4.67 +48925,0.7,Very Good,G,SI1,60.6,57.0,2042,5.73,5.79,3.49 +7548,0.96,Very Good,G,SI1,63.2,57.0,4247,6.27,6.23,3.95 +21509,1.62,Ideal,I,VS2,62.4,57.0,9604,7.45,7.51,4.67 +48462,0.56,Ideal,G,VVS2,61.6,56.0,1976,5.29,5.32,3.27 +42983,0.41,Ideal,G,IF,61.0,57.0,1367,4.79,4.81,2.93 +39181,0.35,Ideal,D,VS2,61.5,56.0,1063,4.55,4.53,2.79 +27553,2.01,Good,H,VS1,57.6,63.0,18340,8.23,8.25,4.75 +40832,0.46,Very Good,G,VS2,61.3,56.0,1172,4.98,5.0,3.06 +11794,1.12,Very Good,G,SI1,62.5,58.0,5088,6.6,6.64,4.14 +45799,0.51,Fair,E,VS2,65.5,51.0,1709,5.06,5.01,3.3 +13258,1.05,Very Good,G,SI1,62.0,56.0,5480,6.47,6.55,4.04 +1249,0.71,Very Good,E,VS1,62.7,57.0,2946,5.69,5.73,3.58 +49186,0.7,Premium,F,SI2,62.6,58.0,2075,5.64,5.6,3.52 +29129,0.43,Very Good,I,SI2,61.5,54.0,691,4.86,4.89,3.0 +6415,1.05,Very Good,H,SI2,61.4,58.0,4042,6.54,6.58,4.03 +15215,1.47,Fair,F,SI2,65.9,59.0,6108,6.99,6.94,4.59 +12793,1.27,Fair,H,SI2,65.2,54.0,5334,6.78,6.71,4.41 +1965,0.73,Ideal,G,SI1,60.6,57.0,3089,5.84,5.87,3.55 +16073,1.02,Ideal,G,VS2,62.8,57.0,6418,6.36,6.45,4.02 +35401,0.41,Ideal,G,VS2,61.6,54.0,900,4.81,4.84,2.97 +25455,2.02,Premium,I,SI2,59.4,59.0,14211,8.21,8.25,4.89 +16250,1.02,Ideal,G,VS2,61.4,55.0,6499,6.48,6.51,3.99 +19178,1.2,Ideal,G,VS2,61.9,57.0,7930,6.86,6.83,4.24 +12958,1.0,Premium,H,VS1,60.7,59.0,5387,6.44,6.4,3.9 +14022,1.0,Good,G,VS2,63.4,57.0,5702,6.27,6.31,3.99 +35456,0.32,Premium,E,VS2,61.3,59.0,900,4.39,4.35,2.68 +18384,0.3,Ideal,G,VS1,61.7,54.6,618,4.3,4.33,2.67 +33060,0.3,Ideal,F,VVS1,62.2,56.0,814,4.28,4.3,2.67 +12263,0.77,Ideal,D,VVS2,62.3,57.0,5207,5.83,5.85,3.64 +45668,0.52,Ideal,G,VS1,61.3,56.0,1694,5.2,5.17,3.18 +8153,1.01,Ideal,H,SI2,61.7,56.0,4357,6.41,6.46,3.97 +41186,0.42,Ideal,H,IF,62.4,57.0,1201,4.79,4.82,2.99 +10434,1.01,Ideal,D,SI2,62.6,56.0,4785,6.34,6.4,3.99 +20605,1.5,Good,E,SI2,63.9,58.0,8910,7.21,7.26,4.62 +47178,0.51,Ideal,F,VS1,62.1,56.0,1836,5.15,5.13,3.19 +33496,0.32,Ideal,F,VS2,62.2,55.0,828,4.37,4.35,2.71 +27838,0.36,Ideal,H,VS1,61.5,55.0,651,4.59,4.62,2.83 +48840,0.55,Ideal,D,VS2,61.5,56.0,2030,5.28,5.25,3.24 +19797,1.74,Premium,J,VS2,61.9,62.0,8364,7.62,7.54,4.7 +7108,0.92,Premium,D,SI2,62.4,58.0,4168,6.18,6.19,3.86 +50944,0.73,Ideal,G,SI1,62.3,54.0,2321,5.81,5.78,3.61 +5531,0.91,Premium,H,VS2,59.6,60.0,3853,6.29,6.25,3.74 +15963,1.09,Very Good,G,VS2,60.9,56.0,6388,6.67,6.7,4.07 +42319,0.41,Ideal,F,VVS1,62.3,53.0,1295,4.77,4.8,2.98 +35278,0.5,Ideal,I,SI2,62.2,53.0,895,5.11,5.14,3.19 +31319,0.32,Ideal,D,VS2,61.5,56.0,758,4.39,4.42,2.71 +3937,0.93,Good,H,VS1,59.1,64.0,3500,6.36,6.27,3.73 +1808,0.7,Very Good,D,VS1,62.9,60.0,3054,5.62,5.67,3.55 +36184,0.31,Premium,E,VS2,60.8,55.0,930,4.42,4.39,2.68 +39482,0.41,Ideal,E,VS1,61.9,55.0,1079,4.76,4.8,2.96 +33515,0.44,Very Good,F,SI1,62.8,59.0,829,4.88,4.91,3.07 +29908,0.41,Ideal,E,SI1,61.5,55.0,711,4.78,4.81,2.95 +31346,0.27,Ideal,E,VVS2,60.2,55.0,760,4.24,4.27,2.56 +38039,0.39,Premium,F,VS1,62.0,56.0,1010,4.72,4.64,2.9 +32575,0.33,Very Good,F,VVS2,61.6,57.0,801,4.44,4.46,2.74 +16023,0.3,Premium,I,VS1,60.4,58.0,608,4.4,4.34,2.64 +41240,0.57,Very Good,J,VS2,63.3,56.0,1207,5.28,5.24,3.33 +46079,0.57,Ideal,F,VS2,61.6,55.0,1737,5.35,5.37,3.3 +17811,1.01,Ideal,G,VS1,61.8,58.0,7178,6.4,6.42,3.96 +31691,0.4,Very Good,E,VS2,59.4,58.0,770,4.78,4.82,2.85 +18851,1.54,Premium,I,SI2,59.4,61.0,7727,7.56,7.49,4.47 +25280,1.53,Ideal,G,VS1,60.6,54.0,13926,7.49,7.47,4.53 +24880,1.7,Premium,H,VS2,62.4,57.0,13298,7.6,7.54,4.72 +20056,0.31,Very Good,F,VS2,61.4,62.0,625,4.32,4.34,2.66 +8201,1.0,Fair,H,VS1,65.4,61.0,4368,6.22,6.17,4.05 +33320,0.35,Ideal,D,SI1,61.6,55.0,827,4.56,4.53,2.8 +10964,1.03,Very Good,G,SI1,63.1,58.0,4903,6.41,6.37,4.03 +29714,0.31,Ideal,G,VVS2,62.7,57.0,707,4.31,4.34,2.71 +25449,1.5,Premium,F,VS2,61.1,58.0,14199,7.36,7.33,4.49 +21749,1.1,Ideal,F,VVS2,61.2,56.0,9817,6.68,6.65,4.08 +24818,2.14,Premium,J,SI2,61.5,59.0,13205,8.25,8.3,5.11 +46751,0.51,Good,G,VVS2,63.3,58.0,1800,5.04,5.07,3.2 +44521,0.51,Very Good,F,VS2,62.0,58.0,1601,5.08,5.11,3.16 +46919,0.7,Ideal,J,SI1,62.1,54.0,1815,5.72,5.74,3.56 +4255,1.06,Premium,I,SI2,58.4,62.0,3579,6.7,6.65,3.9 +50999,0.31,Premium,I,VVS2,62.1,58.0,544,4.3,4.33,2.68 +12946,1.01,Very Good,D,SI1,60.8,57.0,5386,6.58,6.54,3.99 +38555,0.39,Ideal,E,VVS2,61.9,55.0,1034,4.7,4.73,2.92 +14892,1.29,Premium,G,SI2,62.0,58.0,5996,7.03,6.97,4.34 +25489,1.7,Very Good,H,VVS2,63.1,57.0,14275,7.61,7.52,4.77 +52229,0.8,Premium,G,SI2,59.7,62.0,2484,6.02,5.98,3.58 +4614,0.9,Ideal,E,SI2,62.0,55.0,3662,6.15,6.23,3.84 +29108,0.34,Premium,H,VS2,60.2,60.0,689,4.56,4.51,2.73 +42446,0.57,Very Good,E,SI2,61.2,57.0,1315,5.31,5.35,3.26 +8908,0.9,Ideal,H,SI1,62.1,56.0,4492,6.14,6.19,3.83 +51644,0.31,Good,E,SI1,63.2,59.0,544,4.24,4.31,2.7 +33173,0.38,Very Good,D,VS2,58.5,59.0,818,4.76,4.82,2.8 +38016,0.39,Premium,I,VVS2,63.0,56.0,1009,4.68,4.62,2.93 +21586,1.57,Ideal,J,VS1,62.1,54.0,9683,7.46,7.49,4.64 +28455,0.41,Very Good,G,SI1,62.8,58.0,671,4.72,4.74,2.97 +49509,0.5,Very Good,F,VVS1,62.2,57.0,2121,5.03,5.07,3.14 +36514,0.4,Good,I,IF,62.3,62.0,945,4.69,4.72,2.93 +8339,0.9,Very Good,F,VS2,59.6,59.0,4397,6.27,6.31,3.75 +1272,0.72,Very Good,E,VS2,63.0,56.0,2949,5.66,5.73,3.59 +20004,1.27,Ideal,G,VS1,60.9,57.0,8543,7.02,6.97,4.26 +28421,0.43,Good,E,SI2,63.4,57.0,669,4.77,4.82,3.04 +32492,0.38,Ideal,F,VS2,62.0,54.0,796,4.64,4.69,2.89 +9502,0.93,Good,E,SI1,63.1,57.0,4611,6.17,6.19,3.9 +44360,0.56,Ideal,E,SI1,62.3,56.0,1580,5.26,5.3,3.29 +11646,1.14,Very Good,H,VS2,59.9,57.0,5053,6.78,6.81,4.07 +25479,1.51,Premium,F,VS2,60.4,59.0,14247,7.41,7.33,4.45 +45465,0.54,Very Good,E,VS1,61.7,58.0,1676,5.24,5.27,3.24 +24162,2.01,Premium,I,SI2,62.0,56.0,12338,8.01,7.87,4.92 +30667,0.4,Very Good,I,VS1,63.0,56.0,737,4.68,4.72,2.96 +14032,1.01,Very Good,D,SI2,63.1,54.0,5703,6.39,6.35,4.02 +13013,1.1,Ideal,G,SI2,62.5,55.0,5407,6.61,6.66,4.15 +19811,1.03,Very Good,F,VVS2,61.3,57.0,8375,6.49,6.53,3.99 +23389,0.4,Very Good,J,VS1,63.0,58.0,631,4.66,4.7,2.95 +51895,0.73,Ideal,E,SI2,61.3,54.0,2431,5.8,5.88,3.58 +13525,1.32,Ideal,I,SI1,61.7,56.0,5544,7.11,7.05,4.37 +35901,0.32,Ideal,G,IF,61.9,55.0,918,4.38,4.44,2.73 +41942,0.28,Very Good,H,VVS1,59.9,62.0,504,4.23,4.28,2.55 +14005,1.2,Premium,I,VS2,61.8,55.0,5699,6.93,6.8,4.24 +53608,0.74,Ideal,F,SI1,62.5,56.0,2702,5.8,5.76,3.61 +25940,1.7,Very Good,G,VS1,63.5,56.0,15102,7.64,7.53,4.82 +11709,0.34,Premium,G,VS2,61.2,58.0,596,4.46,4.5,2.74 +16010,1.3,Premium,J,VVS2,62.9,60.0,6405,6.91,6.86,4.33 +15881,1.0,Good,F,VS2,63.9,62.0,6352,6.26,6.32,4.02 +39856,0.39,Ideal,E,VVS2,62.1,54.6,1100,4.67,4.7,2.91 +27854,0.3,Ideal,E,VS2,62.1,53.6,652,4.3,4.35,2.69 +42272,0.23,Very Good,E,VVS2,61.9,57.0,505,3.91,3.94,2.43 +35261,0.3,Premium,G,IF,60.0,59.0,895,4.32,4.34,2.6 +39227,0.38,Ideal,D,VS1,62.0,55.0,1067,4.64,4.68,2.89 +21774,1.3,Very Good,G,VS1,62.5,57.0,9837,6.92,6.96,4.34 +50336,0.65,Ideal,G,VS1,60.6,60.0,2242,5.58,5.61,3.39 +25412,1.7,Very Good,H,VS1,62.8,57.0,14137,7.47,7.57,4.72 +48605,0.77,Premium,G,SI2,61.2,58.0,1996,5.99,5.96,3.64 +49334,0.79,Good,I,SI1,63.9,55.0,2095,5.85,5.8,3.72 +36585,0.33,Ideal,G,IF,61.8,54.0,946,4.47,4.49,2.77 +13278,1.01,Ideal,F,SI1,62.0,56.0,5486,6.44,6.39,3.98 +46395,0.72,Premium,G,SI2,59.1,61.0,1764,5.89,5.85,3.47 +30869,0.33,Ideal,G,VS2,62.3,55.0,743,4.47,4.42,2.77 +43423,0.57,Premium,H,VS2,60.1,61.0,1414,5.4,5.29,3.21 +24571,1.5,Very Good,F,VS2,62.6,59.0,12870,7.22,7.31,4.55 +18958,1.02,Premium,G,VVS1,63.0,58.0,7797,6.43,6.4,4.04 +26072,2.05,Premium,G,SI1,61.6,59.0,15291,8.2,8.16,5.04 +42512,0.51,Ideal,F,SI1,61.2,56.0,1322,5.19,5.21,3.18 +31181,0.32,Premium,D,SI1,61.3,60.0,756,4.43,4.41,2.71 +33326,0.35,Ideal,D,SI1,62.7,56.0,827,4.51,4.49,2.82 +23098,2.34,Very Good,H,I1,62.4,55.4,11119,8.44,8.51,5.29 +43701,0.5,Very Good,F,VS2,61.5,61.0,1436,5.09,5.12,3.14 +1747,0.77,Very Good,D,SI1,62.1,58.0,3040,5.84,5.89,3.64 +40813,0.54,Ideal,I,SI1,62.4,55.0,1170,5.19,5.23,3.25 +41101,0.5,Good,I,VS1,61.2,61.0,1193,5.03,5.06,3.09 +37170,0.32,Ideal,D,VS2,62.5,56.0,972,4.45,4.38,2.76 +17095,1.04,Premium,G,VS1,61.5,61.0,6814,6.56,6.51,4.02 +21063,1.5,Premium,J,VS1,62.8,59.0,9240,7.29,7.19,4.55 +35364,0.38,Premium,H,VS2,60.5,59.0,898,4.69,4.66,2.83 +26135,1.55,Ideal,F,VS2,61.8,54.0,15426,7.44,7.48,4.61 +39756,0.43,Ideal,E,VS1,63.0,55.0,1094,4.85,4.87,3.06 +37641,0.41,Premium,H,VS1,58.2,59.0,990,4.92,4.88,2.85 +29406,0.33,Ideal,G,VS1,61.6,57.0,699,4.46,4.49,2.75 +39426,0.41,Ideal,F,VS1,62.5,57.0,1076,4.76,4.75,2.97 +36546,0.4,Good,F,SI1,63.6,57.0,945,4.7,4.67,2.98 +23328,1.28,Ideal,G,IF,60.8,57.0,11372,7.02,7.05,4.28 +51403,0.56,Ideal,D,VS1,61.6,57.0,2369,5.33,5.29,3.27 +24721,1.03,Ideal,F,IF,62.3,57.0,13060,6.44,6.49,4.03 +24594,1.22,Ideal,F,VVS1,61.5,58.0,12906,6.85,6.9,4.23 +1745,0.7,Very Good,G,VVS2,61.0,59.0,3039,5.67,5.7,3.47 +8158,0.91,Ideal,G,SI2,61.0,57.0,4360,6.25,6.28,3.82 +342,0.91,Ideal,D,SI2,62.2,57.0,2803,6.21,6.15,3.85 +19530,1.01,Premium,G,VVS2,61.2,58.0,8163,6.49,6.45,3.96 +15208,1.01,Very Good,G,VS2,63.1,59.0,6108,6.4,6.37,4.03 +34491,0.43,Premium,G,VS2,62.3,58.0,867,4.81,4.85,3.01 +68,0.31,Very Good,G,SI1,63.3,57.0,553,4.33,4.3,2.73 +29519,0.43,Ideal,J,VS1,61.7,58.0,703,4.8,4.84,2.98 +12773,1.06,Very Good,E,SI1,59.6,57.0,5328,6.62,6.67,3.96 +5222,1.01,Premium,H,SI2,62.3,60.0,3782,6.39,6.32,3.96 +25808,2.01,Very Good,I,SI1,62.8,60.0,14811,7.99,8.04,5.03 +38859,0.4,Premium,F,VS1,60.4,61.0,1050,4.77,4.74,2.87 +17628,1.5,Premium,G,SI2,62.1,60.0,7098,7.34,7.28,4.54 +25255,2.07,Ideal,I,SI2,61.6,56.0,13879,8.16,8.18,5.04 +6507,1.01,Good,G,SI1,63.1,55.0,4064,6.31,6.33,3.99 +50083,0.63,Ideal,E,VS2,62.1,56.0,2205,5.49,5.52,3.42 +15386,0.29,Very Good,G,VVS1,61.6,56.0,607,4.24,4.27,2.62 +8824,1.16,Ideal,I,SI2,62.6,56.0,4478,6.68,6.73,4.2 +41180,0.4,Premium,D,VS1,59.2,59.0,1200,4.81,4.79,2.84 +47044,0.57,Premium,G,VS1,61.0,57.0,1819,5.4,5.35,3.28 +25013,1.55,Ideal,H,IF,61.4,57.0,13544,7.47,7.42,4.57 +5287,1.0,Very Good,F,SI2,63.2,59.0,3799,6.31,6.25,3.97 +22961,1.41,Ideal,G,VS1,60.4,57.0,11009,7.22,7.31,4.39 +30504,0.31,Ideal,D,SI1,62.9,56.0,732,4.34,4.31,2.72 +43311,0.51,Premium,F,VS2,60.7,59.0,1402,5.16,5.19,3.14 +11962,1.08,Premium,D,SI2,62.1,58.0,5138,6.62,6.59,4.1 +859,0.73,Very Good,E,SI1,61.3,58.0,2871,5.76,5.83,3.55 +43327,0.5,Very Good,F,VS2,62.6,54.0,1404,5.1,5.13,3.2 +24879,1.62,Premium,F,SI1,62.6,58.0,13298,7.53,7.48,4.7 +46061,0.53,Good,D,VS2,63.4,55.0,1734,5.11,5.23,3.28 +11326,1.02,Ideal,G,SI1,62.2,57.0,4988,6.43,6.49,4.02 +37497,0.53,Premium,E,SI2,59.9,58.0,984,5.31,5.27,3.17 +11285,1.05,Very Good,I,VS2,62.4,59.0,4975,6.48,6.51,4.05 +43334,0.54,Ideal,G,SI1,61.2,58.0,1404,5.27,5.29,3.23 +29692,0.31,Premium,G,VVS2,61.8,58.0,707,4.32,4.36,2.68 +22087,1.8,Very Good,J,SI1,61.4,55.0,10107,7.86,7.8,4.81 +38714,0.33,Ideal,F,IF,61.5,55.0,1042,4.44,4.47,2.74 +8016,0.92,Ideal,H,VS1,60.9,57.0,4328,6.33,6.29,3.84 +45130,0.53,Ideal,E,VS2,62.8,55.0,1653,5.21,5.17,3.26 +5252,1.01,Premium,H,SI2,61.9,59.0,3790,6.42,6.37,3.96 +32307,0.26,Ideal,F,VS2,62.1,54.0,456,4.09,4.12,2.55 +9271,1.01,Very Good,E,SI1,61.1,57.0,4563,6.44,6.5,3.95 +33171,0.37,Premium,G,VS1,58.4,59.0,817,4.76,4.69,2.76 +18493,1.1,Ideal,G,VS1,61.9,55.0,7528,6.59,6.63,4.09 +22093,1.23,Ideal,G,VVS1,63.2,56.0,10113,6.78,6.83,4.3 +2372,0.32,Premium,G,VS2,62.5,58.0,561,4.36,4.38,2.73 +38048,0.49,Premium,H,SI2,59.9,59.0,1011,5.17,5.12,3.08 +20392,0.31,Premium,G,VS1,62.1,58.0,625,4.31,4.35,2.69 +23783,1.69,Ideal,G,SI1,61.8,53.0,11843,7.68,7.71,4.75 +30106,0.32,Premium,H,VS1,62.3,58.0,720,4.39,4.34,2.72 +46911,0.56,Fair,F,VS2,57.0,67.0,1814,5.49,5.36,3.09 +20660,2.01,Very Good,J,SI2,59.3,63.0,8949,8.28,8.22,4.89 +51606,0.7,Premium,I,VS1,62.4,59.0,2394,5.64,5.55,3.49 +5224,1.07,Very Good,J,SI2,61.6,54.0,3783,6.57,6.59,4.05 +3877,0.83,Ideal,F,SI1,62.8,56.0,3482,5.97,6.01,3.76 +1096,0.8,Premium,E,SI1,61.2,60.0,2912,5.97,5.95,3.65 +47406,0.51,Very Good,D,VS1,62.4,58.0,1849,5.13,5.16,3.21 +7526,1.01,Premium,H,SI2,58.8,58.0,4242,6.62,6.57,3.88 +34742,0.37,Ideal,F,VVS2,60.5,60.0,876,4.65,4.67,2.82 +36037,0.41,Ideal,G,SI1,62.6,54.0,923,4.78,4.74,2.98 +19740,1.02,Ideal,G,IF,62.5,57.0,8311,6.44,6.37,4.0 +23180,1.5,Premium,H,VS1,59.9,60.0,11189,7.44,7.39,4.44 +616,0.7,Ideal,G,VS1,61.3,57.0,2839,5.71,5.74,3.51 +3552,1.07,Good,F,I1,64.3,59.0,3415,6.42,6.37,4.11 +11662,0.91,Premium,E,VS2,62.3,58.0,5055,6.21,6.15,3.85 +36265,0.37,Ideal,H,IF,61.8,55.0,936,4.65,4.67,2.88 +29481,0.32,Ideal,E,VS2,61.8,55.0,702,4.4,4.43,2.73 +33727,0.43,Premium,H,SI2,62.8,58.0,839,4.85,4.83,3.04 +4674,0.95,Premium,G,SI2,60.5,62.0,3671,6.44,6.36,3.88 +15013,1.51,Good,I,SI1,63.8,57.0,6046,7.21,7.18,4.59 +12693,0.38,Very Good,G,SI1,57.5,60.0,599,4.83,4.88,2.79 +28702,0.3,Very Good,G,VVS1,61.1,57.0,680,4.33,4.37,2.66 +19640,1.3,Premium,F,SI1,61.1,53.0,8256,7.17,7.04,4.34 +22977,1.05,Premium,E,IF,59.8,59.0,11025,6.65,6.62,3.97 +16067,1.2,Premium,H,VS2,62.5,58.0,6416,6.77,6.73,4.23 +9986,1.26,Ideal,I,SI2,59.6,57.0,4704,7.04,7.01,4.19 +24001,1.9,Ideal,I,SI2,60.9,55.0,12165,8.0,8.06,4.89 +49784,0.75,Ideal,J,VS1,61.9,56.0,2161,5.81,5.85,3.61 +6505,0.9,Very Good,H,VS2,62.1,60.0,4064,6.11,6.2,3.82 +19131,1.52,Premium,J,VS2,62.0,59.0,7899,7.31,7.28,4.52 +49774,0.34,Fair,F,I1,55.8,62.0,2160,4.72,4.6,2.6 +52406,0.71,Good,E,SI1,60.8,62.0,2511,5.7,5.74,3.48 +39047,0.41,Very Good,E,VVS1,60.0,61.0,1057,4.78,4.86,2.89 +5833,1.1,Good,F,SI2,63.7,58.0,3918,6.48,6.45,4.12 +18756,1.01,Ideal,E,VS1,62.7,55.0,7665,6.45,6.4,4.03 +27024,2.51,Ideal,H,SI2,62.0,57.0,17162,8.72,8.67,5.39 +53374,0.75,Ideal,I,VS1,61.1,59.0,2659,5.85,5.87,3.58 +13391,0.38,Ideal,G,SI2,61.6,55.0,602,4.64,4.68,2.87 +4644,0.91,Premium,H,SI1,62.8,58.0,3669,6.16,6.13,3.86 +26173,2.19,Ideal,I,SI2,61.5,57.0,15509,8.31,8.44,5.15 +2759,0.9,Good,G,SI1,64.2,58.0,3250,6.04,6.01,3.87 +33134,0.31,Ideal,G,VVS1,61.9,55.0,816,4.3,4.36,2.68 +26209,1.89,Very Good,D,SI2,62.7,58.0,15594,7.75,7.81,4.88 +45594,0.52,Ideal,D,VS2,62.1,57.0,1689,5.13,5.17,3.2 +32960,0.31,Ideal,I,VS1,61.9,54.0,461,4.33,4.36,2.69 +16014,1.23,Ideal,H,VS2,59.0,57.0,6406,7.05,6.99,4.14 +7148,1.02,Good,F,SI2,64.1,60.0,4179,6.25,6.29,4.02 +43908,0.25,Very Good,D,VVS2,64.2,55.0,512,3.98,4.0,2.56 +5977,1.2,Premium,J,SI2,59.6,62.0,3951,6.95,6.9,4.13 +25739,2.32,Premium,J,SI2,59.0,59.0,14666,8.69,8.64,5.11 +22710,0.35,Ideal,E,SI2,61.7,56.0,630,4.55,4.53,2.8 +8682,0.92,Ideal,I,SI1,61.7,56.0,4457,6.2,6.23,3.83 +15506,1.28,Premium,H,SI1,62.1,62.0,6210,6.88,6.83,4.26 +27231,1.7,Very Good,F,VS2,60.8,60.0,17597,7.65,7.68,4.66 +5204,1.04,Premium,D,SI2,58.3,58.0,3780,6.67,6.63,3.88 +31635,0.3,Ideal,H,SI1,62.1,56.0,450,4.29,4.31,2.67 +2463,0.7,Ideal,G,VVS2,60.3,57.0,3191,5.75,5.83,3.49 +12528,1.25,Premium,J,VS2,62.0,59.0,5264,6.9,6.87,4.27 +45003,0.57,Very Good,F,VS2,62.0,54.0,1637,5.31,5.34,3.3 +5217,1.5,Premium,D,I1,62.4,60.0,3780,7.37,7.19,4.54 +29509,0.32,Ideal,E,VS2,62.1,55.0,702,4.36,4.4,2.72 +31470,0.34,Premium,H,VS1,61.4,59.0,765,4.53,4.5,2.77 +27175,1.76,Ideal,G,VS2,60.3,57.0,17442,7.9,7.83,4.74 +10713,0.31,Ideal,D,SI2,61.3,56.0,593,4.41,4.36,2.69 +41345,0.54,Ideal,I,VS1,61.9,54.0,1216,5.24,5.29,3.26 +49813,0.71,Good,I,SI1,59.9,65.0,2165,5.71,5.74,3.43 +23302,1.54,Ideal,G,SI1,61.5,55.0,11333,7.4,7.45,4.57 +35063,0.3,Ideal,D,VS1,61.1,57.0,885,4.34,4.37,2.66 +46818,0.6,Premium,D,VS2,60.9,61.0,1808,5.43,5.4,3.3 +45749,0.51,Ideal,H,VVS1,62.7,57.0,1702,5.12,5.15,3.22 +38978,0.43,Ideal,E,VS2,61.6,54.0,1053,4.9,4.88,3.01 +50060,0.57,Ideal,E,VS2,61.0,54.0,2202,5.39,5.43,3.3 +41056,0.39,Ideal,G,IF,62.1,53.7,1189,4.67,4.71,2.91 +2792,0.78,Very Good,D,SI1,62.5,58.0,3258,5.86,5.89,3.67 +52469,0.8,Ideal,G,SI2,62.0,56.0,2517,5.98,5.92,3.69 +17326,1.1,Very Good,G,VS1,60.3,62.0,6951,6.72,6.67,4.04 +38038,0.33,Premium,H,IF,62.9,58.0,1010,4.43,4.38,2.77 +45282,0.55,Ideal,G,VS2,61.4,56.3,1662,5.26,5.29,3.24 +4105,1.0,Good,J,SI2,57.8,61.0,3536,6.54,6.58,3.79 +22134,1.67,Very Good,I,VS2,60.7,60.0,10165,7.61,7.68,4.64 +13539,0.9,Very Good,D,VS1,63.0,58.0,5547,6.11,6.14,3.86 +50594,0.77,Premium,F,SI2,62.2,58.0,2282,5.9,5.85,3.66 +34359,0.41,Very Good,F,VS2,62.8,57.0,863,4.73,4.76,2.98 +48059,0.55,Premium,D,VS2,61.3,60.0,1928,5.28,5.29,3.24 +10103,1.2,Premium,J,VS2,60.3,59.0,4715,6.9,6.94,4.17 +19900,1.24,Premium,G,VS1,62.0,55.0,8449,6.95,6.89,4.29 +49762,0.7,Premium,H,SI2,58.8,59.0,2159,5.92,5.84,3.44 +23934,1.76,Premium,D,SI1,61.0,60.0,12063,7.76,7.68,4.77 +28907,0.3,Very Good,H,VVS1,61.3,61.0,684,4.26,4.29,2.62 +22688,0.43,Good,J,SI2,63.7,57.0,629,4.79,4.76,3.04 +24324,1.6,Good,E,SI1,63.6,58.0,12581,7.44,7.38,4.71 +33845,0.3,Ideal,G,IF,61.8,57.0,844,4.28,4.31,2.65 +33620,0.31,Very Good,G,SI1,61.9,56.0,462,4.34,4.38,2.7 +45793,0.54,Ideal,H,VS1,61.8,56.0,1709,5.21,5.25,3.23 +16685,0.31,Ideal,H,SI2,61.1,56.0,421,4.4,4.42,2.69 +25810,2.01,Very Good,E,SI2,61.2,58.0,14813,8.05,8.07,4.93 +47848,0.53,Ideal,F,VS1,62.1,57.0,1908,5.21,5.16,3.22 +40542,0.41,Premium,G,VVS1,59.7,60.0,1148,4.85,4.83,2.89 +11174,0.7,Ideal,F,VVS1,61.0,56.0,4951,5.72,5.75,3.5 +42643,0.5,Premium,F,SI1,60.1,59.0,1332,5.17,5.14,3.1 +37767,0.41,Premium,E,VS2,59.8,60.0,999,4.87,4.83,2.9 +42525,0.4,Premium,F,VVS1,60.8,59.0,1323,4.76,4.74,2.89 +35599,0.31,Ideal,H,VVS1,62.2,56.0,907,4.37,4.34,2.71 +8332,1.09,Premium,H,SI2,61.2,62.0,4395,6.63,6.58,4.04 +20760,1.07,Ideal,E,VS1,60.0,58.0,8998,6.66,6.7,4.01 +13592,1.01,Good,F,VS2,63.1,56.0,5560,6.28,6.37,3.99 +37796,0.5,Premium,G,SI2,62.5,57.0,1000,5.04,5.01,3.14 +48500,0.7,Fair,H,VS2,64.9,56.0,1981,5.49,5.51,3.57 +52400,0.73,Premium,E,SI1,61.8,59.0,2510,5.8,5.73,3.56 +38900,0.33,Ideal,E,VVS1,60.2,57.0,1052,4.5,4.47,2.7 +10707,1.09,Very Good,H,SI1,61.7,59.0,4849,6.53,6.59,4.05 +36254,0.41,Ideal,E,VS2,61.8,54.0,935,4.76,4.79,2.95 +6043,0.32,Premium,E,SI2,62.4,58.0,576,4.4,4.35,2.73 +1723,0.32,Ideal,G,VS2,61.7,57.0,561,4.38,4.4,2.71 +2697,0.9,Good,G,SI2,63.8,56.0,3246,6.16,6.13,3.92 +40845,0.58,Very Good,F,SI2,63.0,56.0,1173,5.34,5.26,3.34 +41973,0.4,Ideal,D,VVS2,62.2,55.0,1263,4.72,4.74,2.94 +36556,0.4,Ideal,E,SI1,61.8,56.0,945,4.74,4.71,2.92 +5762,1.01,Good,F,SI2,63.7,60.0,3897,6.37,6.29,4.02 +28349,0.33,Ideal,G,VS1,61.1,56.0,666,4.46,4.48,2.73 +41473,0.41,Ideal,D,VS1,62.9,57.0,1230,4.75,4.73,2.98 +42557,0.42,Ideal,D,VVS2,62.6,56.0,1326,4.77,4.79,2.99 +21519,1.5,Ideal,I,VS1,62.0,53.0,9618,7.4,7.35,4.57 +500,0.9,Good,J,VS2,64.0,61.0,2822,6.04,6.03,3.86 +21419,1.52,Premium,H,SI1,62.1,59.0,9527,7.29,7.36,4.55 +5697,0.91,Premium,D,SI2,61.2,58.0,3889,6.25,6.21,3.81 +33606,0.31,Good,D,SI2,63.1,54.0,462,4.33,4.38,2.75 +43133,0.52,Good,E,SI1,63.7,54.0,1388,5.12,5.15,3.27 +51600,0.7,Good,E,VS2,64.2,60.0,2394,5.58,5.64,3.6 +35505,0.41,Premium,E,SI1,61.1,62.0,904,4.83,4.76,2.93 +33757,0.35,Ideal,E,VS1,62.0,53.6,840,4.53,4.55,2.81 +27896,0.39,Ideal,E,I1,62.8,57.0,655,4.66,4.61,2.91 +32790,0.4,Ideal,G,VS2,62.6,56.0,804,4.69,4.74,2.95 +4125,1.01,Fair,F,SI2,64.6,59.0,3540,6.19,6.25,4.2 +16140,1.2,Ideal,H,SI1,62.0,58.0,6450,6.78,6.83,4.22 +44832,0.51,Premium,E,SI1,61.7,59.0,1624,5.12,5.09,3.15 +11239,1.01,Premium,H,SI1,61.8,59.0,4965,6.41,6.37,3.95 +2776,0.9,Good,G,SI2,61.8,56.0,3253,6.11,6.16,3.79 +19014,1.57,Very Good,J,VS2,60.2,59.0,7832,7.53,7.61,4.56 +43297,0.54,Ideal,G,VS2,61.7,55.0,1401,5.22,5.26,3.23 +2825,1.12,Premium,J,SI2,60.7,61.0,3266,6.71,6.64,4.05 +2041,0.32,Good,E,SI1,63.2,56.0,561,4.35,4.38,2.76 +15933,1.01,Very Good,G,VVS2,62.1,63.0,6371,6.38,6.31,3.94 +52669,0.72,Premium,G,VS2,62.3,57.0,2550,5.74,5.69,3.56 +2159,0.75,Ideal,E,SI2,62.6,55.0,3129,5.72,5.79,3.6 +7788,1.02,Very Good,E,SI2,58.7,63.0,4286,6.61,6.55,3.86 +12729,1.5,Good,F,I1,60.6,62.0,5313,7.22,7.24,4.38 +30896,0.35,Ideal,E,SI1,61.6,55.0,744,4.55,4.57,2.81 +48824,0.7,Good,E,SI2,62.9,56.0,2028,5.63,5.66,3.55 +17006,1.15,Ideal,H,VS2,62.4,56.0,6788,6.71,6.65,4.17 +39758,0.36,Ideal,D,VS1,61.7,55.0,1094,4.58,4.62,2.84 +21444,1.27,Ideal,F,VS2,61.0,59.0,9547,6.96,6.98,4.25 +26281,2.11,Ideal,J,VS1,61.8,56.2,15766,8.2,8.23,5.07 +13697,1.01,Very Good,D,SI1,59.0,59.0,5600,6.57,6.59,3.88 +42759,0.62,Premium,G,SI2,60.2,61.0,1345,5.49,5.44,3.29 +43789,0.56,Ideal,G,SI1,62.5,56.0,1441,5.28,5.21,3.28 +43986,0.26,Ideal,G,SI1,62.0,55.0,394,4.08,4.11,2.54 +48439,0.51,Ideal,G,VVS2,61.5,57.0,1974,5.18,5.13,3.17 +19401,1.22,Ideal,G,VS2,62.0,57.0,8062,6.88,6.83,4.25 +25338,2.01,Ideal,H,SI2,61.9,57.0,14040,8.09,8.06,5.0 +12051,0.34,Good,I,VVS2,63.1,56.0,596,4.43,4.47,2.81 +48093,0.98,Fair,G,I1,67.3,60.0,1932,6.17,6.11,4.14 +8581,1.13,Very Good,G,SI2,60.0,61.0,4437,6.71,6.78,4.05 +28651,0.3,Ideal,E,SI1,61.6,57.0,675,4.32,4.29,2.65 +25730,2.5,Fair,J,SI2,66.9,58.0,14652,8.36,8.22,5.55 +43684,0.5,Good,D,SI1,63.7,56.0,1436,5.05,5.09,3.23 +17994,1.01,Premium,F,VS2,61.2,57.5,7277,6.43,6.45,3.94 +14728,0.3,Ideal,H,VVS2,61.6,55.0,605,4.3,4.34,2.66 +32546,0.27,Ideal,D,VVS2,62.6,56.0,799,4.15,4.13,2.59 +48417,0.61,Very Good,F,VS2,62.9,58.0,1971,5.33,5.39,3.37 +42093,0.64,Premium,H,SI1,60.0,59.0,1274,5.63,5.57,3.36 +27200,2.14,Premium,G,SI2,60.4,59.0,17513,8.32,8.38,5.04 +50116,0.71,Very Good,H,SI1,63.1,56.0,2210,5.62,5.69,3.57 +2164,0.74,Ideal,G,SI1,61.3,57.0,3130,5.81,5.83,3.57 +18218,1.0,Premium,E,VS1,61.9,60.0,7392,6.44,6.41,3.98 +31010,0.35,Ideal,F,SI1,62.2,56.0,748,4.52,4.48,2.8 +53024,0.78,Very Good,H,SI1,63.1,58.0,2600,5.85,5.88,3.7 +12197,1.08,Ideal,E,SI1,62.6,57.0,5189,6.56,6.53,4.1 +12055,0.34,Very Good,G,VS2,60.3,54.0,596,4.53,4.56,2.74 +45222,0.52,Ideal,E,SI1,61.1,57.0,1656,5.2,5.17,3.16 +28231,0.33,Ideal,H,VVS2,62.2,56.0,666,4.44,4.46,2.77 +27138,2.01,Premium,H,SI1,61.8,58.0,17347,8.13,8.06,5.0 +18503,1.02,Premium,F,VS1,60.8,59.0,7539,6.46,6.49,3.94 +39845,0.41,Ideal,H,IF,61.1,54.0,1099,4.8,4.85,2.95 +36893,0.31,Premium,F,VVS1,62.4,60.0,959,4.31,4.28,2.68 +6093,0.9,Very Good,D,SI2,62.2,57.0,3975,6.11,6.15,3.81 +21607,1.77,Premium,J,SI1,61.3,59.0,9704,7.83,7.71,4.76 +22246,1.46,Ideal,G,VS2,62.3,56.0,10302,7.28,7.2,4.51 +41811,0.54,Good,E,SI2,63.8,54.0,1250,5.18,5.17,3.3 +33740,0.33,Ideal,E,VVS2,62.1,54.0,840,4.45,4.47,2.77 +33281,0.31,Very Good,G,SI1,61.5,59.0,462,4.34,4.38,2.68 +16661,1.18,Ideal,I,VS1,62.6,55.0,6661,6.79,6.73,4.24 +35556,0.35,Premium,G,VS1,60.7,61.0,906,4.58,4.54,2.77 +14732,1.22,Premium,H,VS2,62.7,58.0,5930,6.77,6.73,4.23 +48129,0.53,Ideal,F,VS1,60.8,55.0,1939,5.26,5.3,3.21 +43709,0.46,Premium,E,VS1,61.9,58.0,1437,4.94,4.91,3.05 +738,0.31,Ideal,H,VS1,61.6,54.8,557,4.35,4.37,2.69 +24610,1.73,Premium,H,SI1,61.8,57.0,12931,7.77,7.64,4.76 +45901,0.52,Ideal,D,SI1,62.4,56.0,1720,5.17,5.12,3.21 +41572,0.42,Very Good,D,VVS1,62.4,55.0,1238,4.79,4.82,3.0 +15874,1.26,Premium,H,SI2,61.3,57.0,6350,6.96,6.87,4.24 +31969,0.26,Premium,E,VS1,60.1,60.0,452,4.1,4.15,2.48 +2282,0.7,Ideal,F,VVS2,62.0,57.0,3160,5.68,5.74,3.54 +11005,1.2,Fair,F,SI2,65.1,58.0,4915,6.62,6.56,4.29 +19067,1.0,Premium,G,VVS1,62.9,53.0,7848,6.39,6.32,4.0 +33488,0.32,Ideal,F,VS2,62.4,54.0,828,4.4,4.38,2.74 +28536,0.4,Premium,J,SI1,61.4,58.0,675,4.79,4.76,2.93 +45386,0.55,Ideal,E,VS2,61.8,57.0,1667,5.27,5.34,3.28 +22129,1.83,Premium,H,SI1,60.4,59.0,10162,7.89,7.85,4.75 +6615,0.9,Premium,H,VS2,61.3,59.0,4082,6.24,6.19,3.81 +52065,0.73,Ideal,I,VS2,61.7,55.0,2453,5.79,5.82,3.58 +32770,0.34,Ideal,D,SI1,60.4,57.0,803,4.53,4.51,2.73 +33494,0.32,Premium,F,VS2,61.3,60.0,828,4.4,4.37,2.69 +12913,1.13,Premium,D,SI2,62.0,58.0,5376,6.68,6.64,4.13 +22570,1.03,Ideal,F,VVS1,62.1,56.3,10619,6.43,6.5,4.02 +1162,0.71,Ideal,I,IF,61.5,56.0,2925,5.74,5.77,3.54 +38444,0.45,Ideal,D,SI1,60.6,55.0,1027,4.99,4.97,3.02 +53168,0.55,Ideal,F,VVS2,61.1,57.0,2629,5.28,5.31,3.24 +20425,1.49,Fair,F,SI1,59.6,63.0,8779,7.2,7.34,4.33 +39751,0.3,Ideal,D,VVS1,62.1,56.0,1094,4.32,4.31,2.68 +36358,0.34,Very Good,F,VVS1,61.3,57.0,939,4.49,4.52,2.76 +15519,1.22,Premium,I,VS2,60.3,59.0,6217,6.93,6.87,4.16 +45156,0.5,Ideal,D,SI1,60.8,56.0,1654,5.14,5.12,3.12 +22793,1.51,Good,H,VS1,58.2,58.0,10819,7.49,7.56,4.38 +21887,1.01,Very Good,E,VS1,63.1,56.0,9955,6.44,6.39,4.05 +37024,0.33,Premium,G,VVS2,61.9,58.0,965,4.43,4.39,2.73 +17101,1.0,Very Good,G,VVS2,64.9,57.0,6818,6.21,6.28,4.05 +52047,0.73,Ideal,I,VVS2,60.1,56.0,2451,5.88,5.86,3.53 +13459,1.03,Good,D,SI1,57.7,62.0,5526,6.63,6.65,3.83 +29911,0.29,Very Good,G,VS2,61.5,58.0,712,4.25,4.27,2.62 +42384,0.5,Very Good,D,SI2,60.8,55.0,1306,5.14,5.16,3.13 +13005,1.21,Premium,G,SI2,62.7,59.0,5405,6.74,6.66,4.2 +15630,1.01,Premium,F,VS2,62.7,58.0,6271,6.37,6.3,3.97 +12851,1.34,Ideal,G,SI2,62.0,55.0,5358,7.06,7.03,4.37 +42042,0.53,Ideal,H,SI1,61.3,55.0,1268,5.23,5.27,3.22 +16896,1.18,Good,G,SI1,58.0,59.0,6743,6.98,7.03,4.06 +20019,0.32,Premium,G,SI2,61.0,59.0,421,4.36,4.42,2.68 +2359,0.71,Very Good,F,VS1,62.9,55.0,3175,5.68,5.71,3.58 +52542,0.71,Premium,H,VS2,62.8,56.0,2531,5.75,5.68,3.59 +38965,0.27,Ideal,G,VS2,61.5,56.0,490,4.16,4.18,2.56 +10360,1.01,Premium,H,SI1,60.7,58.0,4771,6.49,6.45,3.93 +44041,0.53,Very Good,H,VVS2,61.3,61.0,1548,5.15,5.2,3.17 +20245,1.52,Fair,H,VS2,62.1,66.0,8674,7.33,7.13,4.5 +10237,1.03,Very Good,G,SI1,61.0,58.0,4746,6.5,6.54,3.98 +27677,2.19,Ideal,D,SI2,61.8,57.0,18693,8.23,8.49,5.17 +28741,0.31,Ideal,E,VS2,60.8,54.0,680,4.39,4.4,2.67 +32459,0.38,Ideal,H,VVS2,61.6,56.0,794,4.67,4.72,2.89 +16070,1.02,Ideal,G,VS2,60.4,57.0,6416,6.55,6.53,3.95 +7042,1.02,Very Good,F,SI2,59.9,62.0,4162,6.5,6.53,3.9 +46979,0.23,Very Good,F,VVS2,59.7,58.0,530,4.02,4.06,2.41 +34332,0.41,Premium,G,SI1,62.8,58.0,861,4.74,4.72,2.97 +7645,0.9,Good,F,VS2,64.5,60.0,4268,6.03,6.07,3.9 +796,0.71,Very Good,F,VVS1,63.2,60.0,2862,5.65,5.61,3.56 +13662,1.2,Premium,H,SI1,62.4,59.0,5592,6.72,6.68,4.18 +32810,0.34,Ideal,D,VS2,62.1,55.0,805,4.46,4.49,2.78 +10458,1.0,Premium,H,SI1,62.7,59.0,4788,6.37,6.3,3.97 +17285,1.03,Premium,E,VS2,62.9,61.0,6922,6.42,6.36,4.02 +2959,0.8,Ideal,H,VS1,62.6,55.0,3296,5.9,5.93,3.7 +13699,1.0,Good,G,VS2,63.4,61.0,5600,6.23,6.29,3.97 +34440,0.32,Ideal,E,VVS2,62.4,56.0,864,4.39,4.43,2.75 +41361,0.38,Ideal,H,VVS1,60.7,55.0,1219,4.71,4.74,2.87 +1714,0.32,Premium,G,VS2,62.5,60.0,561,4.32,4.38,2.72 +36433,0.31,Ideal,D,VS2,62.0,55.0,942,4.38,4.36,2.71 +11778,1.2,Very Good,J,SI1,61.8,57.7,5083,6.78,6.91,4.23 +42538,0.4,Ideal,D,VVS2,62.2,55.0,1323,4.74,4.72,2.94 +30631,0.31,Ideal,D,VS2,62.2,56.0,734,4.32,4.36,2.7 +53744,0.74,Premium,F,SI1,62.3,61.0,2723,5.8,5.76,3.6 +46482,0.54,Ideal,E,SI1,60.3,57.0,1777,5.28,5.3,3.19 +46112,0.53,Ideal,H,VVS1,61.6,54.0,1743,5.2,5.25,3.22 +15961,1.1,Ideal,G,VS2,62.3,56.0,6387,6.63,6.59,4.12 +53108,0.8,Very Good,G,SI2,63.0,55.0,2616,5.92,5.95,3.74 +8978,1.01,Good,G,SI1,63.8,56.0,4504,6.32,6.37,4.05 +52492,0.73,Ideal,E,SI1,62.1,59.0,2523,5.74,5.79,3.58 +14330,1.03,Ideal,D,SI1,61.0,57.0,5804,6.48,6.53,3.97 +13888,1.03,Ideal,G,SI1,60.8,57.0,5653,6.52,6.47,3.95 +49006,0.53,Ideal,G,VVS2,60.4,56.0,2051,5.29,5.24,3.18 +7468,1.0,Premium,F,SI1,60.8,59.0,4234,6.44,6.38,3.9 +46315,0.3,Good,H,VS1,63.9,55.0,526,4.26,4.28,2.73 +23749,1.54,Premium,E,SI1,59.3,60.0,11795,7.58,7.54,4.48 +8998,1.0,Ideal,I,VS2,62.5,55.0,4511,6.41,6.36,4.0 +38135,0.3,Ideal,G,VVS1,62.2,57.0,1013,4.31,4.27,2.67 +26772,2.06,Very Good,F,SI2,61.5,56.0,16603,8.15,8.18,5.02 +21869,1.03,Ideal,E,VVS2,61.7,54.0,9932,6.49,6.52,4.02 +37181,0.32,Ideal,D,VS2,61.9,57.0,972,4.39,4.37,2.71 +42926,0.57,Ideal,G,SI1,61.7,56.0,1364,5.33,5.37,3.3 +24198,2.1,Very Good,J,SI2,59.1,58.0,12381,8.4,8.46,4.98 +39034,0.41,Ideal,H,SI1,61.7,56.0,1056,4.76,4.8,2.95 +29607,0.35,Ideal,F,VS2,62.1,56.0,706,4.54,4.57,2.83 +24184,2.01,Premium,J,SI1,59.3,62.0,12369,8.2,8.15,4.85 +47184,0.54,Ideal,F,VS2,61.9,56.0,1836,5.22,5.21,3.23 +10465,1.08,Fair,E,SI1,53.8,63.0,4790,6.99,6.81,3.71 +48125,0.54,Ideal,E,VS1,62.0,56.0,1939,5.17,5.25,3.23 +22467,2.0,Ideal,F,I1,60.3,56.0,10494,8.16,8.27,4.94 +47059,0.61,Good,G,VS2,59.6,61.5,1821,5.47,5.52,3.27 +2952,0.74,Premium,D,VS2,58.0,59.0,3294,6.0,5.93,3.46 +42165,0.51,Ideal,E,SI1,61.2,57.0,1284,5.14,5.16,3.15 +21356,1.28,Ideal,G,VS1,62.0,57.0,9498,6.97,6.96,4.32 +2111,0.85,Ideal,G,SI1,60.4,56.0,3118,6.26,6.17,3.75 +2304,0.74,Good,E,VS2,63.5,56.0,3163,5.75,5.8,3.67 +18200,1.46,Very Good,I,SI1,62.8,57.0,7387,7.13,7.21,4.5 +13537,1.27,Premium,I,SI1,62.3,56.0,5547,6.93,6.85,4.29 +48692,0.58,Ideal,H,VVS1,61.6,56.0,2006,5.35,5.39,3.31 +1831,0.9,Good,G,SI2,63.6,57.0,3060,6.1,6.04,3.86 +16644,1.2,Premium,E,SI1,61.8,56.0,6653,6.82,6.75,4.19 +52970,0.24,Ideal,F,VVS2,61.6,54.0,552,4.0,4.09,2.49 +30087,0.32,Ideal,H,VS1,61.1,56.0,720,4.46,4.44,2.72 +1896,0.73,Ideal,E,VS2,62.7,56.0,3077,5.75,5.8,3.62 +41646,0.4,Ideal,E,VVS2,62.1,55.0,1238,4.76,4.74,2.95 +13276,1.24,Very Good,H,SI2,63.2,55.0,5486,6.88,6.83,4.33 +2729,0.31,Ideal,D,SI1,61.3,56.0,565,4.36,4.41,2.69 +7827,1.02,Ideal,H,SI2,60.5,57.0,4297,6.52,6.56,3.95 +25409,1.79,Premium,G,SI1,60.5,58.0,14127,7.88,7.83,4.75 +14257,1.0,Ideal,D,SI1,60.5,57.0,5775,6.48,6.52,3.93 +14013,1.01,Very Good,G,VS2,63.2,57.0,5701,6.35,6.3,4.0 +6258,0.92,Ideal,E,SI2,62.2,56.0,4011,6.2,6.24,3.87 +821,0.81,Ideal,E,SI2,60.3,57.0,2864,6.07,6.04,3.65 +43059,0.51,Ideal,E,SI1,61.4,56.0,1377,5.15,5.17,3.17 +3777,0.71,Very Good,F,VVS1,61.8,55.0,3461,5.71,5.77,3.55 +39952,0.33,Ideal,D,SI2,62.4,57.0,492,4.39,4.42,2.75 +31503,0.34,Ideal,G,VS2,61.5,56.0,765,4.5,4.47,2.76 +42878,0.4,Very Good,D,VVS2,61.4,58.3,1359,4.73,4.74,2.9 +30613,0.3,Good,D,SI2,63.2,57.0,447,4.21,4.24,2.67 +35038,0.39,Very Good,E,VS1,59.7,56.0,883,4.8,4.85,2.88 +5852,1.0,Good,I,SI1,63.8,58.0,3920,6.32,6.28,4.02 +46075,0.5,Premium,F,VS2,61.4,59.0,1736,5.12,5.1,3.14 +28797,0.27,Very Good,F,VVS2,61.2,57.0,682,4.14,4.17,2.54 +6035,0.32,Ideal,I,VVS1,62.2,53.0,575,4.42,4.45,2.76 +39560,0.32,Premium,G,VVS1,61.9,58.0,1080,4.39,4.36,2.71 +38524,0.34,Ideal,E,VS1,61.8,57.0,1033,4.5,4.47,2.77 +15311,1.03,Premium,G,VS2,62.1,57.0,6146,6.48,6.41,4.0 +30041,0.39,Ideal,E,SI1,62.1,53.0,719,4.69,4.72,2.92 +48452,0.55,Ideal,E,VS1,62.2,55.0,1975,5.22,5.26,3.26 +36039,0.41,Premium,G,SI1,61.3,60.0,923,4.81,4.75,2.93 +14198,1.01,Very Good,G,VS2,61.9,59.0,5759,6.34,6.38,3.94 +20891,1.24,Ideal,E,VS2,62.9,56.0,9111,6.84,6.79,4.29 +15782,2.01,Fair,G,I1,70.2,57.0,6315,7.53,7.5,5.27 +34607,0.27,Very Good,D,VS1,60.4,59.0,470,4.15,4.2,2.52 +38154,0.25,Fair,F,SI2,54.4,64.0,1013,4.3,4.23,2.32 +515,0.9,Fair,H,SI2,65.8,54.0,2823,6.05,5.98,3.96 +51090,0.7,Very Good,E,SI2,59.8,58.0,2335,5.74,5.76,3.44 +38990,0.36,Ideal,G,VVS1,62.8,57.0,1053,4.55,4.52,2.85 +39059,0.57,Premium,E,SI2,62.5,54.0,1058,5.35,5.3,3.33 +36095,0.39,Very Good,H,VVS1,61.5,56.0,926,4.7,4.73,2.9 +53566,0.7,Very Good,E,VS1,63.4,62.0,2695,5.64,5.56,3.55 +21331,2.0,Very Good,G,SI2,63.5,57.0,9475,7.91,7.86,4.99 +32519,0.4,Very Good,D,SI2,63.4,59.0,798,4.7,4.67,2.97 +28608,0.3,Ideal,E,SI1,62.9,57.0,675,4.32,4.27,2.7 +51702,0.7,Very Good,F,VS2,62.9,56.0,2400,5.66,5.73,3.58 +304,0.78,Ideal,D,SI1,61.9,57.0,2799,5.91,5.86,3.64 +39775,0.36,Premium,D,VS2,61.0,58.0,1094,4.62,4.59,2.81 +22829,1.7,Premium,E,SI1,58.2,62.0,10860,7.86,7.81,4.56 +23197,1.38,Ideal,F,VS2,61.9,55.0,11205,7.16,7.12,4.42 +32102,0.33,Ideal,D,VS2,62.5,56.0,781,4.43,4.46,2.78 +43595,0.31,Ideal,H,VS2,61.8,57.0,507,4.32,4.36,2.68 +15812,1.3,Good,D,SI2,57.1,63.0,6327,7.22,7.27,4.14 +48533,0.51,Ideal,D,VS2,61.1,56.0,1986,5.16,5.2,3.17 +27279,2.0,Good,G,SI1,64.2,59.0,17740,7.84,7.93,5.06 +42772,0.62,Very Good,F,SI2,63.1,52.0,1348,5.39,5.53,3.45 +48530,0.55,Very Good,E,VS1,61.6,55.0,1986,5.26,5.28,3.25 +44087,0.52,Very Good,G,VS1,59.1,60.0,1554,5.24,5.19,3.08 +20528,1.52,Ideal,G,SI2,61.3,57.0,8852,7.39,7.36,4.52 +26604,1.6,Ideal,G,VVS1,60.8,56.0,16339,7.58,7.54,4.6 +1707,0.74,Premium,D,SI1,62.4,59.0,3036,5.73,5.8,3.6 +52655,0.73,Ideal,G,SI1,60.1,57.0,2548,5.87,5.91,3.54 +44418,0.55,Very Good,E,SI1,58.5,65.0,1587,5.33,5.38,3.13 +33716,0.33,Ideal,H,IF,61.4,54.0,838,4.47,4.49,2.75 +16316,1.31,Premium,H,SI2,60.8,58.0,6529,7.13,7.08,4.32 +9181,1.04,Ideal,H,SI2,61.7,57.0,4543,6.54,6.49,4.02 +18592,1.51,Very Good,G,SI1,63.1,56.0,7585,7.27,7.22,4.57 +11791,1.03,Premium,F,SI1,61.5,57.0,5087,6.53,6.44,3.99 +9525,0.9,Very Good,F,VS2,62.2,57.0,4617,6.17,6.24,3.86 +41137,0.5,Very Good,G,SI1,62.8,61.0,1197,4.99,5.01,3.14 +42930,0.62,Ideal,F,SI2,61.8,55.0,1364,5.5,5.51,3.4 +8912,1.0,Good,G,SI2,61.7,63.0,4493,6.36,6.37,3.93 +6726,0.27,Ideal,E,VS2,61.0,55.0,577,4.18,4.2,2.56 +48193,0.69,Premium,F,SI1,61.2,58.0,1946,5.73,5.7,3.5 +51387,0.71,Ideal,H,SI1,62.0,57.0,2368,5.73,5.76,3.56 +7866,1.16,Fair,G,SI2,60.1,60.0,4307,6.9,6.72,4.09 +39351,0.52,Good,I,SI1,63.6,60.0,1073,5.1,5.05,3.23 +46155,0.5,Ideal,G,VS1,62.3,55.0,1746,5.11,5.07,3.17 +43065,0.45,Ideal,G,IF,61.0,57.0,1377,4.96,5.0,3.04 +20968,1.07,Ideal,E,VS2,61.9,56.0,9177,6.55,6.58,4.06 +1219,0.72,Ideal,E,SI2,62.4,57.0,2939,5.71,5.74,3.57 +1350,0.71,Ideal,E,VS1,62.1,53.0,2963,5.76,5.73,3.57 +48965,0.36,Very Good,G,SI1,61.8,60.0,537,4.53,4.57,2.81 +48378,0.88,Good,J,VS1,64.0,56.0,1964,5.98,5.9,3.8 +40555,0.41,Ideal,G,VVS1,61.7,55.0,1151,4.77,4.79,2.95 +29130,0.3,Very Good,H,IF,62.3,56.0,691,4.3,4.33,2.68 +44084,0.6,Very Good,F,SI1,60.0,61.0,1554,5.48,5.52,3.3 +15205,1.01,Premium,G,VS2,62.9,58.0,6108,6.39,6.3,3.99 +29626,0.31,Ideal,H,SI1,61.8,54.0,441,4.35,4.4,2.7 +19346,1.7,Premium,I,SI1,61.6,56.0,8044,7.65,7.55,4.68 +33039,0.32,Ideal,G,VVS1,61.1,55.0,814,4.43,4.45,2.71 +18735,1.04,Very Good,D,VS2,61.2,56.0,7653,6.53,6.58,4.02 +31761,0.44,Premium,G,SI1,61.0,60.0,772,4.88,4.93,2.99 +18022,1.5,Good,F,SI2,64.1,55.0,7291,7.15,7.11,4.57 +38014,0.5,Good,G,SI2,63.8,57.0,1009,4.98,5.02,3.19 +12594,1.21,Premium,H,SI2,60.0,60.0,5285,6.96,6.91,4.16 +42824,0.5,Good,F,VS2,59.7,63.0,1354,5.08,5.1,3.04 +12127,1.3,Ideal,G,SI2,61.9,57.0,5169,7.01,6.95,4.32 +51260,0.63,Ideal,G,VS2,60.9,56.0,2357,5.57,5.6,3.4 +35427,0.32,Ideal,E,VS2,61.7,56.0,900,4.44,4.41,2.73 +13023,0.31,Ideal,G,VS1,62.3,54.0,600,4.35,4.38,2.72 +37665,0.42,Premium,E,SI1,61.6,59.0,992,4.85,4.83,2.98 +20978,2.0,Good,J,SI1,64.1,58.0,9193,7.85,7.79,5.01 +44408,0.51,Ideal,G,VS2,61.0,56.0,1585,5.17,5.2,3.16 +19785,1.13,Premium,E,VS1,61.1,59.0,8353,6.72,6.69,4.1 +50175,1.03,Good,J,I1,58.2,64.0,2220,6.64,6.69,3.88 +737,0.31,Ideal,G,VS2,62.2,53.6,557,4.32,4.35,2.7 +6267,0.74,Ideal,F,VVS1,60.9,57.0,4013,5.83,5.86,3.56 +29021,0.31,Ideal,G,VVS2,62.2,54.0,687,4.35,4.39,2.72 +53802,0.53,Ideal,D,VVS1,62.0,57.0,2732,5.16,5.2,3.21 +31934,0.3,Ideal,F,VS2,61.4,57.0,776,4.36,4.34,2.67 +7226,1.04,Good,H,SI2,57.9,58.0,4193,6.72,6.68,3.88 +6057,0.32,Ideal,I,VS2,61.6,56.0,576,4.39,4.37,2.7 +20485,1.5,Premium,I,VS2,62.3,58.0,8820,7.31,7.26,4.54 +53269,0.7,Premium,F,VS2,60.5,58.0,2648,5.78,5.76,3.49 +22956,1.5,Very Good,F,SI1,63.9,58.0,11004,7.12,7.16,4.56 +14694,1.0,Ideal,D,SI1,59.9,56.0,5929,6.51,6.54,3.91 +47210,0.5,Ideal,G,VVS2,62.0,56.0,1838,5.09,5.13,3.17 +20099,1.51,Ideal,I,SI1,62.8,54.0,8574,7.31,7.27,4.58 +10372,1.01,Premium,F,SI1,62.2,58.0,4775,6.35,6.28,3.93 +51274,0.55,Ideal,F,VVS1,62.1,56.0,2359,5.25,5.28,3.27 +4978,0.9,Good,E,SI2,63.0,58.0,3736,6.08,6.11,3.84 +2243,1.0,Fair,F,SI2,65.5,56.0,3146,6.3,6.19,4.09 +1804,0.79,Very Good,E,SI1,63.2,56.0,3053,5.91,5.83,3.71 +40363,0.43,Ideal,D,VS2,62.0,55.0,1129,4.86,4.81,3.0 +30551,0.31,Ideal,D,VS2,62.5,56.0,734,4.31,4.36,2.71 +2216,0.8,Very Good,H,VS1,62.7,56.0,3144,5.88,5.96,3.71 +8395,0.37,Good,H,VS2,63.1,55.0,584,4.59,4.63,2.91 +7663,0.81,Ideal,F,VS1,61.8,55.0,4270,5.97,6.03,3.71 +11309,1.06,Premium,H,SI1,61.0,58.0,4984,6.57,6.61,4.02 +17486,1.27,Ideal,E,SI2,60.8,57.0,7023,7.0,7.02,4.26 +27103,2.0,Very Good,H,SI1,62.7,56.0,17247,7.98,8.02,5.02 +11931,1.05,Ideal,G,SI2,62.7,57.0,5127,6.45,6.51,4.06 +2800,0.7,Ideal,F,VS1,61.5,55.0,3261,5.73,5.75,3.53 +44775,0.7,Premium,H,I1,60.0,59.0,1621,5.8,5.77,3.47 +45501,0.54,Ideal,F,VS2,59.8,58.0,1680,5.29,5.34,3.18 +16968,1.0,Very Good,D,VS2,63.5,57.0,6776,6.37,6.32,4.03 +19902,1.05,Ideal,D,VS2,61.0,56.0,8451,6.54,6.61,4.01 +5846,1.0,Fair,I,SI1,56.4,61.0,3920,6.58,6.55,3.7 +1465,0.7,Ideal,E,VS2,62.2,55.0,2981,5.67,5.71,3.54 +2021,0.78,Ideal,I,VS1,60.7,56.0,3105,5.97,6.03,3.64 +43315,0.55,Ideal,H,VS2,61.9,54.0,1402,5.25,5.28,3.26 +21953,1.51,Premium,H,SI1,60.7,59.0,10020,7.43,7.39,4.5 +35107,0.3,Ideal,F,IF,62.5,54.0,886,4.31,4.33,2.7 +3693,0.7,Premium,G,IF,60.0,59.0,3447,5.75,5.79,3.46 +10184,1.22,Premium,I,SI2,61.7,59.0,4735,6.84,6.8,4.21 +32539,0.27,Ideal,E,VVS2,62.1,57.0,799,4.15,4.13,2.57 +29638,0.3,Very Good,I,VS1,61.8,63.0,442,4.26,4.29,2.64 +5304,1.01,Very Good,E,SI2,63.4,58.0,3801,6.43,6.34,4.05 +11736,1.2,Ideal,J,SI1,61.9,57.0,5071,6.8,6.87,4.23 +17434,1.41,Premium,D,SI2,61.1,56.0,6988,7.19,7.15,4.38 +32979,0.37,Ideal,F,VS1,61.1,57.0,811,4.61,4.65,2.83 +42908,0.39,Premium,G,IF,59.0,60.0,1362,4.78,4.75,2.81 +36705,0.32,Premium,G,IF,61.0,59.0,952,4.41,4.38,2.68 +28866,0.37,Good,H,SI1,64.0,55.0,684,4.57,4.53,2.91 +26632,2.16,Premium,H,SI2,59.7,60.0,16400,8.38,8.3,4.98 +31247,0.37,Very Good,E,VS2,60.6,58.0,757,4.62,4.65,2.81 +23806,1.67,Very Good,I,VS1,61.6,59.1,11867,7.61,7.64,4.7 +20341,1.53,Premium,D,SI2,59.9,58.0,8739,7.54,7.41,4.48 +41515,0.44,Ideal,D,VS1,61.3,56.0,1235,4.87,4.92,3.0 +30994,0.37,Premium,F,VS2,61.2,58.0,746,4.63,4.69,2.85 +41523,0.42,Ideal,G,VVS1,61.2,56.0,1235,4.86,4.85,2.97 +24405,1.58,Premium,G,VS1,62.1,59.0,12645,7.46,7.43,4.62 +17637,1.29,Good,I,VS2,57.9,61.0,7102,7.16,7.13,4.14 +12431,1.0,Premium,G,VS2,62.3,58.0,5242,6.35,6.29,3.94 +39959,0.33,Good,D,SI2,63.3,53.0,492,4.39,4.42,2.79 +42822,0.51,Ideal,H,SI1,61.0,57.0,1354,5.17,5.22,3.17 +35324,0.31,Ideal,F,VVS1,62.1,56.0,897,4.35,4.38,2.71 +19115,1.18,Premium,G,VVS2,61.0,58.0,7881,6.79,6.84,4.16 +30643,0.41,Fair,I,VS1,65.3,58.0,735,4.62,4.66,3.03 +32329,0.36,Ideal,E,VS2,61.7,55.0,789,4.57,4.63,2.84 +16078,1.17,Ideal,G,SI1,60.7,56.0,6419,6.79,6.84,4.13 +35422,0.4,Premium,G,SI1,61.1,61.0,900,4.76,4.7,2.89 +6956,1.0,Premium,F,SI2,61.5,59.0,4144,6.47,6.44,3.97 +33914,0.3,Premium,E,VS2,62.2,60.0,844,4.28,4.24,2.65 +46884,0.7,Premium,I,VS2,61.0,59.0,1814,5.71,5.66,3.47 +25142,1.5,Very Good,E,VS2,61.7,60.0,13710,7.29,7.34,4.51 +23873,2.0,Premium,J,VS2,62.9,60.0,11966,7.99,7.95,5.01 +26341,0.32,Ideal,H,VVS2,61.7,56.0,645,4.37,4.42,2.71 +52442,0.7,Very Good,E,SI2,62.6,57.0,2514,5.64,5.67,3.54 +52849,0.7,Fair,G,VS2,66.5,57.0,2575,5.4,5.46,3.61 +46674,0.59,Premium,G,VS2,61.1,57.0,1789,5.43,5.4,3.31 +13732,0.27,Premium,D,VS2,62.0,57.0,603,4.15,4.11,2.56 +33769,0.33,Very Good,F,VVS1,60.1,56.0,841,4.53,4.56,2.73 +33043,0.32,Ideal,G,VVS1,61.8,55.0,814,4.4,4.43,2.73 +49210,0.55,Ideal,E,VS1,61.7,55.0,2079,5.29,5.27,3.26 +15806,1.07,Ideal,G,VS2,61.1,59.0,6324,6.62,6.57,4.03 +37577,0.32,Ideal,F,IF,60.7,56.0,990,4.43,4.46,2.7 +53754,0.72,Premium,F,VS2,62.1,57.0,2724,5.73,5.71,3.55 +27931,0.35,Good,H,SI2,63.2,61.0,429,4.47,4.49,2.83 +36057,0.31,Premium,G,IF,61.0,59.0,924,4.33,4.36,2.65 +24023,2.1,Very Good,J,SI2,62.0,62.0,12196,8.17,8.23,5.08 +18581,1.64,Very Good,J,SI2,63.0,58.0,7579,7.42,7.51,4.71 +23752,1.77,Very Good,G,SI1,63.1,57.0,11796,7.68,7.63,4.83 +1127,0.8,Very Good,H,SI1,62.5,56.0,2919,5.92,5.96,3.71 +42219,0.42,Ideal,G,IF,62.3,54.0,1289,4.82,4.85,3.01 +44326,0.33,Premium,H,VS2,62.4,58.0,521,4.39,4.42,2.75 +35903,0.32,Ideal,G,IF,61.9,53.0,918,4.42,4.47,2.75 +9292,1.12,Premium,F,SI2,60.5,59.0,4570,6.73,6.79,4.09 +17271,1.02,Very Good,E,VS2,60.0,59.0,6915,6.54,6.59,3.94 +10542,1.01,Premium,G,SI1,62.7,59.0,4808,6.41,6.35,4.0 +4819,0.91,Very Good,E,SI2,62.8,61.0,3703,6.07,6.09,3.82 +45033,0.54,Ideal,E,SI1,62.1,56.0,1637,5.24,5.19,3.24 +17537,1.5,Fair,F,SI2,65.3,57.0,7056,7.15,7.09,4.65 +12978,0.91,Good,G,SI1,57.7,58.0,5394,6.33,6.4,3.67 +5112,0.72,Ideal,F,VS1,61.3,56.0,3759,5.74,5.78,3.54 +52700,0.8,Very Good,H,SI1,63.2,54.0,2553,5.93,5.88,3.73 +42781,0.41,Premium,D,VVS1,62.2,58.0,1349,4.71,4.77,2.95 +23268,2.04,Very Good,J,SI2,61.7,57.0,11276,8.1,8.13,5.01 +4211,0.87,Ideal,E,SI2,60.4,58.0,3566,6.19,6.23,3.75 +36134,0.33,Ideal,E,VS2,62.0,56.0,928,4.48,4.46,2.77 +47137,0.6,Ideal,E,SI1,61.5,56.0,1830,5.51,5.39,3.35 +42550,0.52,Ideal,G,SI1,62.4,55.0,1325,5.15,5.17,3.22 +45748,0.58,Fair,G,VS1,64.7,60.0,1701,5.23,5.28,3.41 +14148,1.25,Premium,I,SI1,62.4,58.0,5740,6.89,6.85,4.29 +24766,1.54,Premium,G,VS2,61.8,58.0,13120,7.43,7.39,4.58 +29191,0.4,Ideal,F,SI1,61.9,57.0,694,4.71,4.76,2.93 +5482,1.02,Good,D,SI2,57.5,62.0,3839,6.6,6.62,3.8 +48106,0.5,Premium,G,VVS2,60.7,57.0,1935,5.14,5.1,3.11 +6803,1.05,Premium,H,SI2,61.4,58.0,4116,6.58,6.54,4.03 +9966,1.0,Very Good,H,SI1,62.3,60.0,4702,6.34,6.38,3.96 +39516,0.32,Ideal,E,VVS2,61.6,57.0,1080,4.43,4.4,2.72 +48128,0.63,Very Good,D,SI1,62.8,57.0,1939,5.46,5.49,3.44 +15147,1.51,Good,D,I1,57.0,64.0,6088,7.53,7.48,4.28 +45363,0.5,Very Good,E,VS1,62.5,58.0,1665,5.04,5.11,3.17 +40473,0.38,Premium,D,VS1,62.4,59.0,1140,4.63,4.6,2.88 +34390,0.41,Ideal,F,VS2,61.8,56.0,863,4.78,4.8,2.96 +4443,1.03,Fair,H,SI1,65.1,57.0,3617,6.43,6.36,4.16 +13385,0.31,Ideal,E,SI1,60.1,57.0,601,4.36,4.39,2.63 +33301,0.31,Good,E,VVS1,59.0,59.0,826,4.4,4.42,2.6 +35782,0.32,Ideal,F,VVS1,61.4,56.0,912,4.4,4.43,2.71 +28211,0.4,Ideal,E,SI2,61.2,55.0,666,4.74,4.77,2.91 +32023,0.31,Very Good,H,IF,61.3,55.0,778,4.37,4.4,2.69 +48573,0.59,Very Good,E,VS1,61.6,61.0,1993,5.34,5.37,3.3 +27587,2.44,Very Good,J,VS2,58.1,60.0,18430,8.89,8.93,5.18 +19578,1.53,Premium,J,VS1,60.1,59.0,8205,7.51,7.47,4.5 +305,0.6,Very Good,G,IF,61.6,56.0,2800,5.43,5.46,3.35 +12372,0.4,Ideal,F,SI2,62.5,53.0,597,4.71,4.76,2.96 +42077,0.34,Ideal,D,VVS1,61.8,54.0,1272,4.49,4.54,2.79 +20834,1.3,Ideal,G,VS2,61.9,55.0,9060,7.01,7.04,4.35 +39067,0.4,Ideal,G,VVS1,61.5,57.0,1059,4.74,4.79,2.93 +48366,0.56,Premium,D,VS2,61.1,58.0,1963,5.3,5.34,3.25 +52663,0.71,Very Good,I,VVS1,63.0,58.0,2549,5.66,5.68,3.57 +26021,0.31,Ideal,G,VS1,61.3,55.0,645,4.39,4.42,2.7 +21948,1.5,Very Good,G,SI1,60.1,61.0,10019,7.28,7.4,4.41 +28034,0.3,Ideal,E,VS2,61.7,55.0,658,4.3,4.32,2.66 +33528,0.35,Ideal,D,VS2,62.3,55.0,829,4.52,4.54,2.82 +25814,2.16,Very Good,H,SI2,62.3,60.0,14824,8.19,8.31,5.14 +29749,0.37,Premium,G,SI1,60.0,57.0,708,4.7,4.67,2.81 +37963,0.41,Premium,F,VS1,62.4,60.0,1007,4.71,4.77,2.96 +18857,1.52,Ideal,H,SI1,61.5,57.0,7729,7.39,7.31,4.52 +47304,0.23,Good,G,VVS1,56.2,60.0,395,4.14,4.19,2.34 +31460,0.4,Premium,J,VS2,62.5,60.0,765,4.71,4.67,2.93 +18597,1.12,Premium,D,VS2,63.0,57.0,7587,6.62,6.55,4.15 +34370,0.41,Ideal,F,VS2,62.3,57.0,863,4.75,4.78,2.97 +49508,0.7,Fair,G,SI1,56.6,61.0,2120,5.86,5.95,3.34 +4592,1.11,Premium,D,I1,61.9,58.0,3655,6.66,6.63,4.11 +33076,0.26,Ideal,F,VVS1,62.7,55.0,814,4.1,4.07,2.56 +43445,0.5,Premium,E,SI1,60.7,61.0,1415,5.12,5.09,3.1 +638,0.73,Premium,F,VS2,59.9,59.0,2841,5.87,5.77,3.5 +53704,0.51,Ideal,D,VVS2,61.7,56.0,2718,5.14,5.16,3.18 +39829,0.39,Ideal,E,VS1,62.3,57.0,1097,4.67,4.64,2.9 +45502,0.51,Ideal,F,VS1,60.4,56.0,1680,5.18,5.21,3.14 +43188,0.53,Very Good,I,VS1,61.0,57.0,1393,5.22,5.25,3.19 +8624,1.07,Premium,F,SI2,61.7,58.0,4446,6.58,6.55,4.05 +19418,1.17,Ideal,F,VS2,61.8,55.0,8072,6.81,6.74,4.19 +37478,0.35,Ideal,H,IF,61.7,56.0,984,4.55,4.53,2.8 +48289,0.52,Ideal,G,VVS2,61.4,55.3,1957,5.18,5.21,3.19 +6232,1.01,Good,D,SI2,64.0,59.0,4004,6.34,6.28,4.04 +39028,0.43,Ideal,G,VVS2,60.1,57.0,1056,4.88,4.91,2.94 +11011,1.01,Premium,G,SI1,61.5,59.0,4916,6.43,6.48,3.97 +6674,1.23,Ideal,H,I1,61.8,56.0,4098,6.91,6.85,4.25 +3655,0.73,Ideal,D,VS2,62.0,56.0,3440,5.74,5.78,3.57 +35520,0.43,Ideal,F,VS2,61.1,56.0,905,4.88,4.91,2.99 +49131,0.56,Ideal,D,VS2,61.0,57.0,2066,5.35,5.28,3.24 +5243,0.7,Ideal,D,VS2,61.2,57.0,3788,5.69,5.75,3.5 +14333,1.08,Very Good,E,SI2,63.0,56.0,5805,6.5,6.52,4.1 +30297,0.3,Very Good,D,SI2,63.0,55.0,447,4.25,4.26,2.68 +24671,1.2,Very Good,E,VVS1,61.3,60.0,13015,6.77,6.84,4.17 +26897,2.01,Premium,F,SI2,60.3,60.0,16881,8.11,8.08,4.88 +19729,1.24,Ideal,F,VS2,62.2,56.0,8298,6.94,6.88,4.3 +53402,0.72,Very Good,E,VS2,61.4,58.0,2667,5.78,5.82,3.56 +13119,2.15,Fair,J,I1,65.5,57.0,5430,8.01,7.95,5.23 +16373,0.33,Very Good,D,SI1,62.8,56.0,608,4.39,4.43,2.77 +1873,0.71,Good,G,VVS1,62.7,61.0,3072,5.64,5.68,3.55 +35055,0.47,Ideal,I,VS2,62.1,54.0,884,4.99,5.03,3.11 +33918,0.3,Premium,E,VS2,62.9,58.0,844,4.24,4.22,2.66 +16307,1.19,Very Good,F,SI1,60.8,59.0,6526,6.85,6.89,4.18 +50428,0.62,Ideal,E,VS2,61.9,57.0,2260,5.47,5.44,3.38 +30211,0.33,Ideal,E,VS2,62.1,57.0,723,4.41,4.44,2.75 +7853,0.9,Premium,D,SI1,61.5,58.0,4304,6.21,6.15,3.8 +283,0.81,Premium,H,VS2,58.0,59.0,2795,6.17,6.13,3.57 +14119,1.01,Good,E,SI1,63.9,56.0,5724,6.37,6.31,4.05 +39500,0.5,Ideal,F,SI2,61.6,54.0,1079,5.09,5.14,3.15 +52142,0.76,Very Good,F,SI2,62.7,55.0,2469,5.74,5.83,3.63 +19174,1.14,Very Good,D,VS2,58.7,60.0,7928,6.82,6.88,4.02 +36228,0.38,Very Good,F,VS1,62.8,56.0,933,4.59,4.64,2.9 +28724,0.31,Premium,E,VS2,62.6,58.0,680,4.29,4.33,2.7 +14312,1.24,Ideal,I,SI1,62.1,56.0,5797,6.84,6.88,4.26 +24929,1.71,Premium,H,VS2,62.5,58.0,13376,7.64,7.52,4.74 +17020,1.01,Ideal,G,VS1,62.4,56.0,6794,6.44,6.39,4.0 +14914,2.03,Fair,H,I1,66.6,57.0,6002,7.81,7.75,5.19 +42053,0.57,Very Good,J,VS1,62.9,57.0,1270,5.25,5.28,3.31 +7007,1.06,Premium,I,SI1,62.9,60.0,4155,6.47,6.43,4.06 +2330,0.76,Very Good,G,VS2,61.1,57.0,3170,5.84,5.95,3.6 +11679,1.26,Premium,E,SI2,60.3,60.0,5058,7.0,6.94,4.2 +16415,1.15,Premium,G,VS2,62.6,58.0,6557,6.68,6.71,4.19 +51516,0.7,Fair,G,VS1,65.8,61.0,2384,5.61,5.46,3.64 +50862,0.7,Very Good,F,SI1,61.7,59.0,2313,5.64,5.68,3.49 +12086,1.0,Fair,G,VS2,64.5,58.0,5161,6.26,6.2,4.02 +41625,0.24,Ideal,H,VVS1,61.5,55.0,504,3.99,4.02,2.46 +34501,0.42,Good,I,VVS1,59.2,61.0,867,4.88,4.91,2.9 +24275,1.53,Premium,E,SI1,60.8,60.0,12499,7.51,7.43,4.54 +26475,2.37,Ideal,J,VS2,62.2,57.0,16059,8.52,8.58,5.32 +34953,0.29,Very Good,G,VS2,61.7,56.0,471,4.27,4.3,2.64 +39848,0.55,Very Good,J,SI1,60.9,56.0,1100,5.29,5.35,3.24 +15932,1.01,Premium,G,VVS2,61.9,58.0,6371,6.48,6.38,3.98 +7105,1.08,Very Good,F,SI2,63.3,59.0,4167,6.48,6.44,4.09 +19222,1.58,Premium,E,SI2,61.0,60.0,7963,7.54,7.51,4.59 +4030,0.73,Ideal,G,VS1,61.7,56.0,3525,5.76,5.79,3.56 +21871,1.17,Premium,D,VS1,61.7,59.0,9934,6.72,6.77,4.16 +12570,1.02,Premium,E,SI1,62.6,58.0,5278,6.47,6.44,4.05 +34752,0.41,Ideal,H,SI1,62.9,55.0,876,4.82,4.75,3.01 +33491,0.32,Ideal,F,VS2,62.5,56.0,828,4.38,4.36,2.73 +38846,0.5,Fair,G,SI1,65.0,59.0,1050,4.99,4.97,3.24 +24845,1.51,Premium,F,VS2,63.0,56.0,13248,7.3,7.26,4.59 +1292,0.7,Ideal,E,VS2,62.6,57.0,2952,5.63,5.68,3.54 +1229,1.0,Good,H,I1,57.6,61.0,2940,6.67,6.6,3.82 +14627,1.01,Very Good,H,VS1,59.1,59.0,5904,6.5,6.59,3.87 +2537,0.9,Fair,D,SI2,65.7,60.0,3205,5.98,5.93,3.91 +20287,1.27,Ideal,G,VS2,62.8,54.0,8705,6.92,6.87,4.33 +48411,0.51,Very Good,E,VS1,61.8,54.7,1970,5.12,5.15,31.8 +7829,0.93,Premium,F,SI1,62.3,58.0,4297,6.22,6.18,3.86 +1701,0.71,Ideal,E,VS2,59.5,57.0,3035,5.83,5.86,3.48 +38889,0.4,Good,G,VVS2,61.4,64.0,1050,4.7,4.65,2.87 +35122,0.36,Ideal,E,VVS2,62.0,54.0,887,4.56,4.6,2.84 +1732,0.32,Very Good,E,SI1,60.1,60.0,561,4.42,4.47,2.67 +1191,0.7,Very Good,F,VVS2,63.2,58.0,2932,5.66,5.6,3.56 +35315,0.37,Ideal,E,VVS2,61.8,54.0,896,4.61,4.64,2.86 +23243,1.59,Ideal,E,SI2,62.3,55.0,11251,7.52,7.48,4.67 +29326,0.31,Very Good,H,VS1,63.1,57.0,698,4.34,4.31,2.73 +43922,0.38,Premium,J,SI1,61.3,59.0,513,4.62,4.68,2.85 +29984,0.43,Ideal,I,VS2,61.9,54.0,716,4.87,4.88,3.02 +19285,1.11,Very Good,D,VS2,63.2,57.0,8006,6.64,6.61,4.18 +24936,2.01,Ideal,E,SI2,62.1,57.0,13387,8.0,7.88,4.93 +37011,0.33,Ideal,G,VVS2,60.1,57.0,965,4.51,4.48,2.7 +41867,0.38,Ideal,F,VVS1,61.9,54.0,1257,4.7,4.67,2.9 +46483,0.58,Good,G,VS1,59.0,62.0,1777,5.44,5.48,3.22 +47631,0.67,Good,I,VVS2,58.9,51.0,1882,5.74,5.78,3.4 +26042,1.91,Very Good,G,SI1,63.1,59.0,15241,7.9,7.86,4.97 +12122,1.35,Premium,G,SI2,60.5,60.0,5167,7.16,7.11,4.32 +22981,1.51,Very Good,G,SI1,59.6,60.0,11029,7.43,7.47,4.44 +5569,1.0,Good,G,SI2,59.7,63.0,3860,6.43,6.5,3.86 +26334,2.01,Premium,F,SI2,59.5,59.0,15841,8.24,8.15,4.88 +12867,1.12,Premium,H,SI1,62.2,60.0,5363,6.65,6.59,4.12 +24527,1.91,Ideal,G,SI2,62.2,55.0,12816,7.94,7.9,4.93 +45672,0.52,Ideal,E,VS2,62.1,56.0,1694,5.2,5.17,3.22 +16393,1.39,Ideal,I,SI2,61.6,55.0,6544,7.14,7.18,4.41 +48711,0.7,Premium,G,SI1,61.5,58.0,2010,5.69,5.76,3.52 +18822,1.5,Very Good,H,SI1,63.4,57.0,7708,7.27,7.23,4.59 +45401,0.55,Ideal,H,VVS2,61.6,55.0,1668,5.3,5.31,3.26 +44792,0.5,Ideal,E,VS2,62.2,54.0,1624,5.08,5.11,3.17 +30020,0.41,Very Good,D,SI1,60.3,63.0,717,4.78,4.8,2.89 +391,0.32,Premium,I,SI1,62.7,58.0,554,4.37,4.34,2.73 +17236,1.21,Very Good,H,SI1,60.4,58.0,6892,6.91,6.96,4.19 +41281,0.31,Very Good,E,IF,61.5,59.0,1209,4.34,4.37,2.68 +2873,1.0,Very Good,I,SI2,62.4,63.0,3276,6.44,6.35,3.99 +48377,0.63,Ideal,D,SI1,61.5,56.0,1964,5.52,5.53,3.4 +50291,0.31,Ideal,E,SI1,61.8,53.9,542,4.32,4.35,2.68 +21603,1.5,Good,I,VS1,57.2,62.0,9702,7.64,7.61,4.36 +44920,0.53,Ideal,D,SI1,61.7,56.0,1631,5.15,5.23,3.2 +44372,0.43,Ideal,F,IF,61.5,56.0,1580,4.89,4.86,3.0 +48201,0.55,Ideal,G,VVS2,60.5,56.0,1948,5.36,5.37,3.24 +47300,0.3,Very Good,I,SI1,60.5,62.0,394,4.33,4.37,2.63 +2324,1.01,Very Good,H,I1,63.2,58.0,3167,6.39,6.33,4.02 +3463,0.72,Ideal,I,VS2,61.4,56.0,3391,5.77,5.83,3.56 +5442,0.91,Very Good,G,SI1,63.0,57.0,3830,6.14,6.2,3.89 +13179,1.11,Premium,H,VS2,61.7,58.0,5450,6.64,6.69,4.11 +26782,2.06,Ideal,I,SI1,61.9,56.0,16626,8.17,8.19,5.06 +14425,1.01,Good,E,SI1,64.0,60.0,5823,6.38,6.28,4.05 +49149,0.96,Fair,G,I1,64.5,60.0,2068,6.16,6.11,3.96 +23501,2.0,Very Good,J,SI2,62.8,57.0,11510,8.02,8.05,5.04 +1428,0.9,Very Good,H,SI2,63.1,60.0,2972,6.14,6.09,3.86 +44509,0.52,Ideal,D,SI1,60.0,56.0,1600,5.19,5.24,3.13 +39922,0.41,Ideal,D,VVS2,61.1,56.0,1105,4.78,4.81,2.93 +938,0.77,Ideal,D,SI2,61.5,55.0,2885,5.9,5.93,3.64 +8532,1.28,Ideal,G,I1,61.6,57.0,4428,6.93,6.96,4.28 +44204,0.51,Good,F,VS2,63.2,56.5,1569,5.05,5.08,3.2 +11207,1.01,Premium,H,VS2,61.3,59.0,4959,6.44,6.48,3.96 +4376,1.03,Good,D,SI2,63.8,54.0,3607,6.36,6.3,4.04 +6381,0.25,Premium,E,VVS2,62.5,59.0,576,4.02,4.05,2.52 +12606,1.01,Premium,F,SI1,62.9,59.0,5288,6.38,6.31,3.99 +13752,1.27,Ideal,J,VS2,61.6,56.1,5606,6.94,7.0,4.29 +6017,0.91,Premium,H,VS2,62.3,57.0,3963,6.22,6.13,3.85 +20011,0.3,Very Good,H,SI1,61.3,61.0,421,4.25,4.27,2.61 +37224,0.43,Ideal,E,SI1,62.6,56.0,975,4.82,4.79,3.01 +45327,0.32,Good,E,SI1,63.4,56.0,524,4.31,4.34,2.74 +38490,0.42,Ideal,F,VS1,62.3,55.0,1031,4.77,4.79,2.98 +37502,0.3,Premium,E,IF,61.9,61.0,984,4.32,4.27,2.66 +6152,0.93,Ideal,E,SI2,62.1,55.0,3990,6.27,6.29,3.9 +22422,1.53,Very Good,H,SI1,61.3,56.0,10446,7.42,7.44,4.56 +41706,0.53,Good,H,SI1,63.7,55.0,1242,5.15,5.12,3.27 +27181,1.56,Ideal,F,VS1,61.7,56.0,17455,7.48,7.46,4.61 +4194,1.0,Ideal,F,SI2,61.0,55.0,3562,6.45,6.41,3.92 +26837,1.54,Premium,D,VS2,59.3,59.0,16736,7.54,7.61,4.49 +29360,0.31,Ideal,G,VS2,62.7,57.0,698,4.34,4.31,2.71 +27151,2.04,Premium,E,SI2,58.3,58.0,17379,8.35,8.31,4.86 +45058,0.62,Fair,F,SI1,55.1,66.0,1641,5.85,5.7,3.18 +20388,0.31,Premium,H,VVS2,61.2,59.0,625,4.34,4.38,2.67 +8447,0.81,Ideal,F,VS1,62.3,55.0,4412,5.97,6.0,3.73 +49293,0.33,Ideal,H,VS2,60.6,56.0,539,4.51,4.54,2.74 +12742,1.01,Ideal,H,VS2,60.6,57.0,5317,6.54,6.49,3.95 +42746,0.51,Good,E,SI1,63.5,54.0,1343,5.07,5.1,3.23 +53492,0.71,Very Good,D,SI1,61.0,58.0,2683,5.71,5.87,3.53 +32060,0.33,Premium,I,VVS1,62.5,61.0,780,4.42,4.38,2.75 +1060,0.31,Very Good,I,VS2,63.2,55.0,558,4.4,4.3,2.75 +11331,1.26,Very Good,J,SI1,61.8,58.0,4989,6.88,6.91,4.26 +10192,1.02,Ideal,I,SI1,62.0,56.0,4738,6.44,6.46,4.0 +33104,0.32,Ideal,E,VVS2,61.2,56.0,816,4.39,4.43,2.7 +3961,1.01,Very Good,G,SI2,63.1,55.0,3507,6.36,6.31,4.0 +34563,0.38,Very Good,D,VS2,58.8,61.0,871,4.72,4.77,2.79 +11858,1.03,Premium,I,VS1,60.4,59.0,5104,6.57,6.51,3.95 +15603,1.09,Ideal,D,SI1,62.8,54.0,6259,6.6,6.62,4.15 +40594,0.28,Ideal,G,VS2,62.2,54.0,497,4.21,4.24,2.63 +12784,0.9,Very Good,D,VS1,60.3,58.0,5331,6.23,6.28,3.77 +19532,1.5,Good,H,VS2,64.3,60.0,8165,7.16,7.08,4.58 +36371,0.33,Ideal,D,VS2,61.5,56.0,940,4.47,4.5,2.76 +24211,2.14,Ideal,H,SI2,61.9,57.0,12400,8.34,8.28,5.14 +7815,1.0,Ideal,H,SI2,59.4,55.0,4295,6.59,6.65,3.93 +37958,0.41,Ideal,F,VS1,62.6,55.0,1007,4.75,4.77,2.98 +52982,0.71,Very Good,H,VVS2,62.5,56.0,2594,5.65,5.68,3.54 +30103,0.32,Very Good,H,VS1,63.1,57.0,720,4.37,4.34,2.75 +46655,0.51,Ideal,D,VS2,61.2,55.0,1787,5.16,5.18,3.16 +28043,0.27,Ideal,E,VVS1,61.7,57.0,659,4.14,4.16,2.56 +22804,2.02,Ideal,H,SI2,62.1,57.0,10826,8.13,8.09,5.04 +1243,0.79,Ideal,G,SI1,61.6,55.0,2944,5.96,5.98,3.68 +16047,0.3,Very Good,H,VS2,63.5,54.0,608,4.3,4.27,2.72 +7873,0.9,Good,H,VS1,63.5,59.0,4309,6.1,6.13,3.88 +5640,0.9,Premium,G,SI1,60.2,59.0,3879,6.27,6.23,3.76 +38171,0.34,Ideal,G,IF,61.9,57.0,1014,4.47,4.48,2.77 +30022,0.41,Very Good,D,SI1,63.0,56.0,717,4.75,4.8,3.01 +15792,1.24,Premium,D,SI1,59.3,60.0,6319,7.05,7.01,4.16 +6345,0.9,Premium,H,VS2,61.6,58.0,4032,6.26,6.18,3.83 +37063,0.43,Ideal,F,VS2,61.1,56.0,968,4.91,4.88,2.99 +50223,0.52,Ideal,E,VVS2,62.0,54.0,2230,5.16,5.19,3.21 +28958,0.31,Premium,I,VS2,61.1,58.0,435,4.36,4.38,2.67 +47487,0.57,Ideal,D,VS2,62.1,56.0,1864,5.29,5.34,3.3 +1737,0.32,Premium,G,VS2,62.3,58.0,561,4.36,4.41,2.73 +26325,2.1,Fair,F,SI2,64.7,61.0,15827,7.97,7.92,5.14 +9928,1.09,Ideal,I,SI1,59.4,61.0,4692,6.68,6.73,3.98 +7661,1.01,Premium,G,SI2,60.1,60.0,4270,6.48,6.44,3.88 +47066,0.52,Ideal,D,VS2,61.7,56.0,1822,5.16,5.18,3.19 +31630,0.3,Ideal,H,SI1,62.2,57.0,450,4.27,4.28,2.66 +29110,0.34,Premium,H,VS2,61.1,58.0,689,4.5,4.47,2.74 +4898,0.9,Premium,I,VS1,61.0,55.0,3720,6.29,6.27,3.83 +53250,0.76,Premium,E,SI1,61.6,59.0,2644,5.83,5.79,3.58 +15121,1.2,Very Good,H,SI1,60.8,58.0,6077,6.8,6.85,4.15 +39851,0.38,Ideal,E,VVS2,61.6,55.0,1100,4.67,4.72,2.89 +33785,0.4,Ideal,F,VS2,62.7,56.0,842,4.73,4.77,2.98 +2949,1.01,Fair,E,SI2,64.6,59.0,3294,6.22,6.18,4.01 +32557,0.32,Ideal,F,VVS2,60.9,56.0,800,4.44,4.46,2.71 +41087,0.41,Ideal,F,VVS2,62.9,54.0,1192,4.74,4.7,2.97 +13098,1.21,Ideal,J,VS1,62.3,55.0,5421,6.86,6.81,4.26 +15805,1.17,Ideal,H,VS2,60.3,61.0,6324,6.84,6.8,4.11 +39933,0.3,Premium,H,VS1,62.1,59.0,491,4.25,4.28,2.65 +10651,1.01,Ideal,H,SI1,62.2,57.0,4836,6.43,6.37,3.98 +22846,1.51,Good,E,SI2,58.9,61.0,10884,7.54,7.5,4.43 +31351,0.34,Ideal,F,VS1,61.9,55.0,760,4.49,4.52,2.79 +34005,0.42,Ideal,G,VS2,61.8,56.0,847,4.81,4.84,2.98 +4507,0.91,Very Good,E,SI2,62.5,59.0,3632,6.16,6.23,3.87 +31693,0.4,Ideal,I,VS2,61.7,57.0,770,4.73,4.77,2.93 +39518,0.32,Premium,E,VVS2,61.5,58.0,1080,4.42,4.36,2.7 +24940,1.58,Ideal,H,VVS2,61.4,56.0,13397,7.49,7.52,4.61 +9338,0.94,Premium,E,SI1,62.0,58.0,4580,6.27,6.24,3.88 +862,0.75,Ideal,I,SI1,61.8,55.0,2871,5.83,5.85,3.61 +51577,0.54,Good,E,VVS2,57.5,61.0,2391,5.47,5.39,3.12 +48864,0.7,Good,I,SI1,63.8,57.0,2034,5.63,5.66,3.6 +25757,1.51,Very Good,E,VS2,62.4,59.0,14709,7.26,7.36,4.56 +33018,0.31,Ideal,F,VVS2,60.2,55.0,814,4.43,4.45,2.67 +22680,1.56,Ideal,H,SI1,62.4,54.0,10728,7.48,7.43,4.65 +12945,1.01,Fair,D,SI1,65.0,57.0,5385,6.3,6.22,4.07 +5234,0.9,Very Good,G,SI2,63.2,58.0,3787,6.05,6.1,3.84 +27877,0.4,Ideal,G,SI2,61.8,56.0,654,4.75,4.77,2.94 +15850,1.5,Fair,H,SI1,68.0,59.0,6340,7.12,6.82,4.76 +14018,1.01,Good,G,VS2,57.5,62.0,5701,6.58,6.53,3.77 +6689,1.11,Very Good,E,SI2,61.7,63.0,4102,6.54,6.65,4.07 +52099,0.7,Premium,G,VS1,58.3,58.0,2459,5.9,5.86,3.43 +48358,0.56,Ideal,D,VS2,60.9,56.0,1963,5.31,5.36,3.25 +52162,0.6,Ideal,D,VS2,61.4,53.0,2473,5.45,5.5,3.36 +13942,1.22,Premium,H,SI2,60.7,59.0,5671,6.91,6.87,4.18 +24605,2.23,Premium,H,SI2,59.4,59.0,12921,8.6,8.54,5.09 +53761,0.83,Very Good,G,SI2,61.6,57.0,2725,6.02,6.06,3.72 +41350,0.5,Good,E,SI1,64.0,56.0,1217,5.03,4.9,3.18 +4462,0.93,Premium,F,SI2,59.5,60.0,3620,6.39,6.36,3.79 +28481,0.32,Very Good,E,SI1,63.5,56.0,672,4.38,4.34,2.77 +5595,1.01,Fair,H,SI1,64.5,59.0,3869,6.27,6.23,4.03 +21165,1.0,Very Good,E,VVS2,61.7,55.0,9324,6.38,6.42,3.95 +52876,0.53,Good,E,VVS2,63.4,61.0,2582,5.11,5.18,3.26 +47531,0.57,Ideal,F,VS2,60.8,57.0,1869,5.34,5.37,3.25 +7620,1.01,Very Good,D,SI2,61.8,57.0,4260,6.42,6.47,3.98 +15357,1.28,Premium,H,SI2,62.0,57.0,6164,7.0,6.94,4.32 +40244,0.37,Ideal,D,VS2,61.6,56.0,1124,4.63,4.59,2.84 +36066,0.38,Ideal,E,VS1,61.6,56.0,924,4.65,4.7,2.88 +34981,0.34,Ideal,F,VS2,62.1,56.0,880,4.47,4.45,2.77 +39467,0.53,Very Good,G,SI2,60.0,56.0,1079,5.28,5.32,3.18 +21080,1.35,Premium,G,VS2,62.7,56.0,9253,7.08,7.05,4.43 +9435,1.19,Premium,I,VS2,59.3,59.0,4591,6.98,6.88,4.11 +7964,1.06,Good,E,SI2,63.9,60.0,4321,6.45,6.41,4.11 +45912,0.53,Ideal,E,VS2,61.3,55.0,1721,5.2,5.24,3.2 +19341,1.02,Ideal,G,VVS2,61.1,57.0,8042,6.51,6.48,3.97 +51106,0.72,Very Good,I,VS2,63.9,58.0,2337,5.65,5.68,3.62 +22146,2.01,Fair,H,SI2,64.9,56.0,10184,7.88,7.81,5.09 +21140,1.31,Premium,G,VS2,60.3,58.0,9296,7.13,7.1,4.29 +48803,0.55,Ideal,G,VS1,62.2,54.3,2025,5.24,5.27,3.27 +13358,0.24,Very Good,E,VS2,61.5,58.0,419,4.02,4.05,2.48 +51896,0.73,Ideal,E,SI2,62.8,55.0,2431,5.73,5.76,3.61 +2678,0.73,Ideal,I,VVS1,61.8,57.0,3239,5.75,5.77,3.56 +50628,0.25,Good,H,VVS1,60.6,64.0,401,4.05,4.07,2.46 +27800,0.37,Very Good,E,SI1,59.9,59.0,649,4.68,4.7,2.81 +43471,0.59,Very Good,D,SI2,62.7,58.0,1419,5.32,5.37,3.35 +505,0.7,Good,E,SI1,61.4,64.0,2822,5.71,5.66,3.49 +15509,1.06,Good,G,VS2,63.1,59.0,6212,6.45,6.48,4.08 +11577,1.26,Premium,J,SI2,62.7,58.0,5038,6.95,6.9,4.34 +34992,0.4,Very Good,D,VS2,61.6,59.0,881,4.7,4.75,2.91 +48435,0.51,Premium,G,VVS2,61.7,58.0,1974,5.18,5.13,3.18 +42160,0.51,Very Good,E,SI1,62.9,55.0,1284,5.06,5.12,3.2 +20352,1.04,Very Good,E,VVS2,62.4,58.0,8748,6.46,6.4,4.01 +21573,1.44,Good,G,VS1,63.6,58.0,9677,7.01,6.96,4.44 +37090,0.41,Premium,E,SI1,62.4,58.0,969,4.77,4.75,2.97 +51175,0.34,Ideal,D,IF,59.8,57.0,2346,4.59,4.57,2.74 +32968,0.32,Good,H,SI1,63.1,58.0,461,4.33,4.36,2.74 +32413,0.41,Ideal,D,SI1,61.7,54.0,791,4.78,4.79,2.95 +21469,1.24,Ideal,F,VS2,61.6,54.0,9569,6.95,6.91,4.27 +3062,0.73,Ideal,E,VS2,61.5,56.0,3310,5.79,5.82,3.57 +52061,0.7,Ideal,E,SI2,62.1,56.0,2453,5.65,5.68,3.52 +45322,0.32,Very Good,E,SI1,60.4,61.0,524,4.39,4.42,2.66 +1315,0.72,Ideal,F,VS2,62.6,56.0,2956,5.75,5.72,3.59 +39211,0.39,Very Good,E,VS2,63.1,56.0,1065,4.69,4.63,2.94 +17328,1.09,Premium,G,VS1,62.5,59.0,6951,6.57,6.54,4.1 +31046,0.34,Ideal,D,SI1,62.0,55.0,750,4.53,4.5,2.8 +10586,1.01,Very Good,D,SI1,62.7,58.0,4821,6.34,6.38,3.99 +37369,0.4,Very Good,F,VS1,60.4,61.0,982,4.74,4.77,2.87 +19248,1.27,Premium,E,SI1,60.9,59.0,7980,7.03,6.97,4.26 +50763,0.75,Very Good,I,SI1,63.7,56.0,2300,5.73,5.77,3.66 +9268,0.9,Premium,E,VS2,63.0,57.0,4562,6.15,6.07,3.85 +43664,0.5,Ideal,F,VS2,62.7,57.0,1436,5.06,5.11,3.19 +24268,1.71,Very Good,H,VS2,58.8,60.0,12493,7.8,7.85,4.6 +29082,0.36,Ideal,H,VVS2,61.4,55.0,689,4.57,4.6,2.82 +8540,0.91,Very Good,H,VS2,60.8,58.0,4430,6.21,6.25,3.79 +19030,0.27,Very Good,E,VVS2,63.8,54.0,621,4.06,4.09,2.6 +37489,0.35,Ideal,E,VS2,62.5,55.0,984,4.52,4.5,2.82 +52290,0.71,Very Good,I,VVS2,62.5,57.0,2495,5.68,5.74,3.57 +13685,1.01,Good,G,VS2,63.2,57.0,5599,6.3,6.35,4.0 +2205,1.02,Premium,H,I1,62.5,60.0,3141,6.39,6.41,4.0 +9738,1.2,Premium,J,SI1,61.5,59.0,4657,6.84,6.81,4.2 +48470,0.74,Very Good,J,VS2,62.3,55.0,1978,5.79,5.83,3.62 +31551,0.31,Ideal,D,VS1,60.5,57.0,766,4.4,4.43,2.67 +21038,0.31,Premium,H,VVS2,62.3,60.0,625,4.31,4.36,2.7 +42394,0.46,Good,F,VVS1,66.5,55.0,1307,4.77,4.82,3.19 +37496,0.53,Premium,E,SI2,62.2,57.0,984,5.2,5.16,3.22 +50,0.29,Very Good,H,SI2,60.7,60.0,404,4.33,4.37,2.64 +49829,0.56,Premium,G,VVS1,59.7,59.0,2167,5.41,5.35,3.21 +497,0.71,Premium,D,SI1,61.3,58.0,2822,5.75,5.73,3.52 +32836,0.35,Ideal,G,VS2,61.3,56.0,807,4.55,4.58,2.8 +24024,2.0,Very Good,J,SI1,62.2,59.0,12196,7.92,7.97,4.94 +11069,0.34,Ideal,H,VS1,62.7,57.0,596,4.45,4.48,2.8 +52004,0.7,Premium,E,SI1,62.0,60.0,2444,5.72,5.67,3.53 +22065,1.3,Ideal,F,VS2,62.2,56.0,10090,6.98,6.94,4.33 +8636,1.07,Very Good,I,SI1,62.6,58.0,4451,6.49,6.57,4.09 +44530,0.5,Ideal,F,VS1,61.4,58.0,1601,5.07,5.12,3.13 +20185,1.39,Premium,F,SI1,62.1,58.0,8631,7.16,7.1,4.43 +37480,0.35,Ideal,H,IF,61.9,55.0,984,4.54,4.51,2.8 +12185,1.21,Premium,G,SI2,59.1,55.0,5184,7.04,6.98,4.14 +41592,0.23,Very Good,G,VS1,62.2,55.0,391,3.93,3.95,2.45 +48679,0.51,Ideal,G,VVS1,62.6,57.0,2005,5.08,5.14,3.2 +21611,1.52,Fair,D,SI1,64.6,64.0,9704,7.18,7.16,4.63 +38269,0.3,Ideal,J,VS2,62.1,56.0,384,4.29,4.34,2.68 +35624,0.3,Very Good,H,VS2,63.0,59.0,473,4.25,4.29,2.69 +45766,0.61,Ideal,H,VS1,61.6,56.9,1706,5.4,5.49,3.36 +2398,0.32,Very Good,G,VS2,62.0,59.0,561,4.37,4.41,2.72 +52664,0.71,Premium,I,VVS1,62.0,58.0,2549,5.65,5.7,3.52 +18492,1.0,Very Good,E,VS1,62.3,53.0,7528,6.35,6.39,3.97 +12765,0.9,Very Good,F,VS1,61.2,56.0,5324,6.18,6.23,3.8 +25723,2.22,Ideal,G,SI2,62.6,57.0,14637,8.35,8.29,5.21 +24370,0.41,Ideal,J,VS2,61.8,55.0,637,4.78,4.81,2.96 +3538,0.7,Premium,D,VS1,62.5,60.0,3410,5.67,5.62,3.53 +48465,0.58,Very Good,D,VS2,60.2,57.0,1977,5.41,5.45,3.27 +45652,0.38,Ideal,J,SI1,62.0,54.0,525,4.67,4.71,2.91 +47030,0.57,Ideal,E,VS2,61.6,56.0,1819,5.38,5.34,3.3 +6191,1.01,Ideal,J,SI2,61.4,56.0,3997,6.44,6.47,3.97 +15739,1.01,Ideal,G,VS2,62.0,57.0,6295,6.4,6.44,3.98 +41870,0.38,Ideal,F,VVS1,62.2,57.0,1257,4.68,4.64,2.9 +18618,1.06,Ideal,G,VS1,61.6,56.0,7594,6.53,6.57,4.04 +38198,0.41,Premium,D,SI1,60.5,60.0,1015,4.81,4.77,2.9 +76,0.26,Very Good,F,VVS2,59.2,60.0,554,4.19,4.22,2.49 +30981,0.37,Premium,F,VS2,61.9,59.0,746,4.57,4.61,2.84 +16239,1.37,Premium,G,SI2,59.6,60.0,6495,7.24,7.18,4.3 +23999,1.59,Ideal,H,VS1,61.8,57.0,12157,7.49,7.42,4.61 +37986,0.39,Ideal,G,VVS1,61.8,54.4,1008,4.69,4.73,2.92 +31290,0.32,Ideal,I,SI1,61.9,54.0,450,4.41,4.45,2.74 +27285,2.56,Ideal,J,SI1,61.4,58.0,17753,8.73,8.76,5.37 +394,0.32,Premium,I,SI1,61.0,59.0,554,4.39,4.36,2.67 +29332,0.31,Good,H,VS1,63.6,55.0,698,4.32,4.29,2.74 +25196,2.07,Premium,H,SI1,62.0,58.0,13786,8.17,8.09,5.04 +19459,2.01,Very Good,H,I1,61.7,63.0,8104,7.94,7.91,4.89 +16931,1.01,Fair,F,VS1,64.7,54.0,6759,6.33,6.28,4.08 +45948,0.56,Ideal,D,SI1,62.5,56.0,1723,5.24,5.26,3.28 +31404,0.3,Ideal,G,VVS1,61.9,57.0,764,4.28,4.31,2.66 +5614,0.98,Ideal,I,SI2,62.6,54.0,3873,6.35,6.39,3.99 +51724,0.7,Very Good,F,SI1,59.8,59.0,2401,5.74,5.8,3.45 +47807,0.57,Very Good,F,VVS2,62.6,58.0,1902,5.32,5.38,3.34 +53267,0.7,Premium,F,VS2,62.5,56.0,2648,5.67,5.63,3.53 +10932,1.23,Very Good,J,VS2,62.9,59.0,4896,6.8,6.85,4.29 +3942,0.7,Premium,D,VS1,61.0,59.0,3501,5.79,5.72,3.51 +18127,1.12,Premium,G,VS1,58.4,58.0,7338,6.87,6.84,4.0 +13593,1.01,Very Good,F,VS2,61.0,59.0,5560,6.39,6.46,3.92 +24675,1.22,Ideal,F,VVS1,61.2,57.0,13029,6.88,6.92,4.22 +52900,0.78,Very Good,F,SI2,62.4,59.0,2586,5.86,5.91,3.67 +40930,0.3,Ideal,E,SI1,62.3,56.0,499,4.29,4.32,2.68 +28426,0.3,Ideal,D,VS2,62.3,58.0,670,4.25,4.29,2.66 +1559,0.7,Ideal,H,VS1,61.7,55.0,3004,5.69,5.72,3.52 +47245,0.65,Ideal,F,SI1,61.4,58.0,1841,5.56,5.5,3.39 +16808,1.2,Very Good,E,SI1,61.0,59.0,6703,6.91,6.83,4.19 +35830,0.41,Good,F,VVS1,63.9,56.0,915,4.71,4.74,3.02 +21830,1.76,Very Good,I,SI2,62.0,57.0,9898,7.7,7.74,4.78 +3051,0.27,Ideal,G,VVS2,60.8,57.0,566,4.18,4.2,2.54 +13404,0.32,Very Good,F,VS2,61.2,58.0,602,4.38,4.41,2.69 +35214,0.36,Ideal,G,VVS1,60.0,56.0,892,4.66,4.69,2.81 +34732,0.37,Ideal,D,VS2,61.6,56.0,876,4.59,4.63,2.84 +39146,0.41,Ideal,G,VS2,62.5,56.0,1061,4.75,4.72,2.96 +28380,0.33,Premium,I,VS1,61.1,59.0,668,4.47,4.44,2.72 +21794,1.7,Ideal,H,SI2,61.9,59.0,9864,7.59,7.67,4.72 +28272,0.32,Good,D,I1,64.0,54.0,361,4.33,4.36,2.78 +52189,0.7,Ideal,G,SI1,62.5,56.0,2478,5.67,5.69,3.55 +24712,0.3,Very Good,H,VS1,63.2,59.0,639,4.31,4.27,2.71 +14487,1.0,Very Good,D,SI1,63.2,60.0,5851,6.31,6.35,4.0 +42068,0.5,Fair,G,VS1,64.9,57.0,1271,4.98,4.94,3.22 +28789,0.37,Good,D,SI1,63.7,55.0,681,4.55,4.59,2.91 +6275,1.0,Premium,E,SI2,60.4,62.0,4014,6.52,6.42,3.91 +32935,0.37,Ideal,E,VS2,62.7,56.0,811,4.55,4.6,2.87 +10963,1.06,Premium,D,SI2,61.6,61.0,4903,6.59,6.53,4.04 +47547,0.52,Ideal,F,VS1,62.0,57.0,1872,5.16,5.13,3.19 +47641,0.23,Very Good,D,VVS1,62.5,58.0,530,3.94,3.96,2.47 +42827,0.57,Ideal,I,VS1,61.6,56.0,1355,5.33,5.35,3.29 +9933,1.05,Very Good,H,SI1,63.5,57.0,4692,6.47,6.44,4.1 +33880,0.3,Premium,E,VS2,60.7,59.0,844,4.33,4.3,2.62 +12333,1.01,Very Good,E,SI1,63.4,60.0,5226,6.34,6.3,4.01 +43246,0.42,Ideal,E,VVS1,61.6,56.0,1400,4.81,4.84,2.97 +47171,0.59,Ideal,D,SI1,61.6,57.0,1835,5.44,5.41,3.34 +7154,1.0,Very Good,E,SI2,63.7,60.0,4181,6.24,6.32,4.0 +17755,1.33,Ideal,I,VS2,61.1,54.0,7148,7.14,7.15,4.37 +6336,1.0,Premium,J,VS1,62.8,57.0,4032,6.39,6.35,4.0 +15969,1.33,Premium,I,VS1,61.7,58.0,6390,7.09,7.14,4.39 +30705,0.4,Premium,F,SI1,62.6,59.0,737,4.68,4.74,2.95 +44749,0.52,Ideal,I,VVS1,62.0,55.0,1619,5.19,5.17,3.21 +37528,0.31,Ideal,E,IF,62.2,54.0,987,4.33,4.35,2.7 +10951,1.06,Very Good,H,SI1,60.2,59.0,4900,6.6,6.55,3.96 +20671,1.56,Premium,H,SI2,58.8,59.0,8954,7.64,7.6,4.48 +18079,1.25,Very Good,H,VS2,62.1,56.0,7305,6.91,6.96,4.31 +36378,0.41,Ideal,H,VS2,61.3,56.0,941,4.81,4.84,2.96 +28901,0.3,Very Good,H,VVS1,62.2,58.0,684,4.26,4.29,2.66 +9171,0.91,Good,G,VVS2,64.1,58.0,4543,6.06,6.1,3.9 +53357,0.7,Good,E,VS1,65.5,57.0,2657,5.46,5.54,3.6 +53102,0.7,Ideal,E,SI1,62.7,57.0,2614,5.64,5.66,3.54 +28992,0.34,Ideal,F,VS2,62.1,55.0,686,4.47,4.51,2.79 +44265,0.52,Ideal,E,VS2,61.4,54.0,1576,5.2,5.23,3.2 +36644,0.43,Premium,F,SI1,61.7,58.0,948,4.84,4.82,2.98 +53364,0.7,Premium,G,VS2,62.2,61.0,2657,5.59,5.54,3.46 +46095,0.53,Ideal,F,VS1,61.6,55.0,1740,5.24,5.21,3.22 +4391,0.31,Very Good,D,SI1,62.9,56.0,571,4.31,4.34,2.72 +40745,0.51,Ideal,H,VS2,61.6,55.0,1163,5.13,5.16,3.17 +16436,1.11,Very Good,E,SI1,62.4,57.0,6563,6.58,6.6,4.11 +20931,1.0,Premium,F,VVS2,61.5,59.0,9139,6.4,6.38,3.93 +11119,1.27,Ideal,G,SI2,58.8,56.0,4936,7.16,7.06,4.18 +39813,0.4,Ideal,G,VVS1,60.8,57.0,1097,4.78,4.81,2.91 +37931,0.24,Premium,D,VS2,61.4,55.0,485,4.05,3.99,2.47 +16516,1.0,Very Good,E,VS2,62.8,60.0,6600,6.32,6.36,3.98 +16150,1.31,Good,I,VS1,64.3,58.7,6455,6.84,6.87,4.41 +3510,0.75,Ideal,E,VS1,62.0,55.0,3402,5.88,5.83,3.66 +9809,1.01,Very Good,H,SI1,63.3,56.0,4669,6.35,6.39,4.03 +9902,1.07,Ideal,J,VS2,61.6,56.0,4686,6.59,6.55,4.04 +47455,0.53,Very Good,E,VS2,62.3,56.7,1857,5.19,5.23,3.25 +11705,0.34,Ideal,G,VS2,61.3,55.0,596,4.49,4.51,2.76 +33532,0.35,Ideal,D,VS2,61.9,55.0,829,4.5,4.54,2.8 +32908,0.44,Ideal,F,SI1,61.0,57.0,810,4.89,4.91,2.99 +51265,0.83,Good,F,SI2,57.5,61.0,2358,6.22,6.17,3.56 +20280,1.2,Ideal,G,VS1,62.0,57.0,8701,6.81,6.78,4.21 +39259,0.38,Ideal,E,VS1,62.1,56.0,1069,4.65,4.62,2.88 +29839,0.3,Ideal,D,VS2,62.5,55.0,710,4.3,4.31,2.69 +31131,0.3,Very Good,E,VS1,61.7,56.0,755,4.3,4.33,2.66 +25015,2.0,Premium,J,VS2,61.5,59.0,13552,8.06,8.11,4.97 +42186,0.5,Ideal,G,SI1,62.1,56.0,1286,5.09,5.05,3.15 +25124,2.07,Premium,J,VS2,61.5,59.0,13675,8.16,8.2,5.03 +52222,0.71,Premium,F,SI2,61.6,59.0,2482,5.75,5.71,3.53 +11895,1.2,Very Good,G,SI2,59.7,59.0,5116,6.89,6.94,4.13 +5567,0.9,Good,G,VS2,63.9,61.0,3859,5.97,6.01,3.83 +4907,1.12,Premium,F,SI2,62.4,59.0,3723,6.6,6.54,4.1 +43661,0.5,Good,D,SI1,63.2,57.0,1436,5.02,5.07,3.19 +8878,1.1,Ideal,G,SI1,62.5,57.0,4484,6.61,6.58,4.12 +25102,1.53,Ideal,H,VVS2,62.2,57.0,13629,7.32,7.37,4.57 +51832,0.72,Good,F,SI1,63.6,55.0,2421,5.71,5.64,3.61 +18466,1.21,Ideal,H,VS2,62.9,55.0,7513,6.77,6.8,4.27 +45157,0.5,Ideal,D,SI1,61.6,55.0,1654,5.13,5.1,3.15 +38511,0.5,Fair,G,VS2,65.7,57.0,1031,4.97,4.9,3.24 +23770,2.01,Premium,H,SI2,62.5,62.0,11825,8.09,8.04,5.04 +20455,1.1,Premium,D,VS2,58.2,57.0,8796,6.81,6.77,3.95 +27967,0.3,Ideal,E,VS2,61.5,55.0,658,4.28,4.31,2.64 +42995,0.54,Ideal,G,SI1,62.0,54.0,1368,5.25,5.27,3.26 +29190,0.4,Ideal,F,SI1,62.0,57.0,694,4.72,4.76,2.94 +38630,0.31,Very Good,H,VS2,62.5,54.0,489,4.35,4.39,2.73 +35592,0.4,Premium,E,SI1,62.8,59.0,907,4.7,4.67,2.94 +844,0.75,Very Good,E,SI1,63.1,56.0,2868,5.78,5.7,3.62 +21709,0.31,Ideal,G,SI1,61.7,55.0,627,4.38,4.4,2.71 +19957,1.24,Ideal,G,VS2,62.1,56.0,8504,6.87,6.91,4.28 +27569,2.0,Good,F,SI1,63.0,61.0,18376,7.85,7.99,4.99 +5898,0.9,Ideal,G,SI1,62.2,56.0,3931,6.2,6.14,3.84 +22194,1.51,Ideal,I,SI1,61.8,56.0,10232,7.37,7.34,4.55 +45646,0.25,Ideal,G,VVS2,61.9,55.0,525,4.07,4.1,2.53 +8749,1.06,Very Good,H,SI2,61.7,59.5,4465,6.51,6.53,4.02 +21311,1.04,Ideal,G,VVS2,61.5,57.0,9465,6.51,6.54,4.01 +8371,0.31,Very Good,F,VS2,60.7,61.0,583,4.36,4.4,2.66 +32276,0.3,Premium,G,VVS1,60.7,58.0,789,4.34,4.36,2.64 +33648,0.32,Very Good,F,VVS1,62.8,60.0,834,4.32,4.34,2.72 +31507,0.34,Premium,G,VS2,61.0,58.0,765,4.49,4.46,2.73 +6046,0.32,Ideal,E,SI2,62.7,57.0,576,4.37,4.34,2.73 +9782,0.86,Very Good,E,VS2,62.3,56.0,4665,6.05,6.08,3.78 +31990,0.3,Ideal,F,VS2,62.9,57.0,776,4.29,4.27,2.69 +18950,1.01,Ideal,F,VS1,60.7,57.0,7792,6.52,6.49,3.95 +32116,0.32,Ideal,H,IF,61.9,54.2,783,4.38,4.42,2.72 +2292,0.81,Ideal,D,SI2,61.9,54.0,3160,5.96,5.99,3.7 +26002,1.51,Ideal,F,VS2,61.5,57.0,15226,7.39,7.36,4.54 +36714,0.42,Ideal,E,SI1,62.1,55.0,953,4.81,4.79,2.98 +47507,0.74,Good,G,SI1,64.2,59.0,1865,5.69,5.62,3.63 +42863,0.57,Ideal,E,SI2,58.8,57.0,1357,5.49,5.46,3.22 +21695,0.34,Premium,D,SI1,59.7,59.0,626,4.54,4.57,2.72 +39602,0.3,Ideal,I,VS1,62.4,54.0,491,4.3,4.32,2.69 +19127,1.39,Very Good,I,VS1,62.2,57.0,7893,7.17,7.1,4.44 +10063,0.32,Premium,H,SI1,60.9,60.0,591,4.43,4.4,2.69 +3326,0.7,Very Good,D,VS1,62.8,58.0,3375,5.65,5.68,3.56 +5879,1.18,Premium,I,SI2,62.9,58.0,3925,6.77,6.7,4.24 +42507,0.53,Very Good,F,SI1,60.9,60.0,1322,5.16,5.22,3.16 +3229,0.72,Ideal,G,VVS2,61.2,57.0,3352,5.76,5.77,3.53 +14960,1.66,Good,F,I1,62.1,57.7,6025,7.56,7.6,4.71 +37198,0.39,Ideal,G,VVS2,61.1,56.0,974,4.7,4.72,2.88 +17573,1.17,Very Good,G,VS2,63.2,57.0,7076,6.73,6.71,4.25 +53215,0.7,Ideal,F,SI1,61.8,53.0,2635,5.7,5.75,3.54 +50466,0.71,Ideal,I,VS2,63.1,57.0,2265,5.66,5.71,3.59 +4581,0.93,Very Good,J,VS1,63.0,53.0,3651,6.22,6.26,3.93 +41075,0.41,Premium,F,VVS2,60.6,58.0,1192,4.84,4.79,2.92 +44202,0.51,Very Good,F,VS2,62.9,57.0,1569,5.09,5.11,3.21 +29948,0.25,Ideal,H,VS1,62.6,53.0,445,4.04,4.08,2.54 +26600,2.02,Premium,G,SI1,62.3,61.0,16323,8.07,7.96,4.99 +43421,0.51,Very Good,H,VS2,60.8,58.0,1414,5.12,5.17,3.13 +4616,1.22,Very Good,H,I1,61.6,56.0,3663,6.8,6.87,4.21 +53343,0.73,Ideal,H,SI1,62.0,55.0,2656,5.76,5.85,3.6 +2754,0.9,Very Good,H,SI2,59.6,59.0,3250,6.38,6.24,3.76 +2582,0.95,Good,D,SI2,56.5,61.0,3214,6.53,6.5,3.68 +8340,1.02,Ideal,J,VS2,61.1,58.0,4397,6.45,6.49,3.95 +25265,1.52,Good,G,VS1,64.0,58.0,13903,7.22,7.18,4.61 +26646,2.18,Ideal,J,VS2,62.2,55.0,16427,8.32,8.36,5.19 +15039,0.3,Ideal,H,VVS2,61.1,55.0,605,4.32,4.36,2.65 +19320,1.2,Premium,G,VS2,62.3,56.0,8030,6.8,6.68,4.2 +7298,1.1,Very Good,I,SI2,60.5,59.0,4202,6.65,6.71,4.04 +5895,0.9,Fair,D,VS2,57.5,66.0,3931,6.3,6.25,3.61 +4421,0.7,Ideal,E,VS2,61.7,55.0,3612,5.7,5.74,3.53 +47268,0.51,Ideal,G,VVS2,62.1,58.0,1844,5.09,5.12,3.17 +25502,1.51,Premium,F,VS2,62.0,60.0,14294,7.35,7.23,4.52 +36473,0.43,Ideal,G,VS1,61.1,56.0,943,4.86,4.9,2.98 +38234,0.4,Ideal,H,VS1,61.8,59.0,1017,4.74,4.72,2.92 +45835,0.5,Good,E,VS1,61.0,61.0,1714,5.07,5.12,3.11 +23702,0.3,Premium,I,IF,60.5,59.0,631,4.32,4.34,2.62 +2992,1.08,Fair,J,SI2,64.9,60.0,3302,6.46,6.32,4.15 +44299,0.52,Premium,E,SI1,62.3,59.0,1577,5.16,5.08,3.19 +48582,0.54,Ideal,D,VS2,61.1,57.0,1993,5.25,5.22,3.2 +3586,0.81,Ideal,F,SI1,61.5,57.0,3422,6.01,6.06,3.71 +20365,1.41,Premium,G,SI1,59.5,59.0,8758,7.35,7.3,4.36 +5789,1.01,Premium,F,SI2,61.1,57.0,3903,6.48,6.44,3.95 +50395,0.52,Very Good,E,VVS2,61.2,58.0,2254,5.17,5.19,3.17 +31542,0.3,Ideal,E,VVS2,61.9,58.0,766,4.28,4.32,2.66 +2069,0.32,Premium,G,VS2,61.5,60.0,561,4.4,4.42,2.71 +20664,1.39,Very Good,H,VS2,59.5,61.0,8951,7.27,7.33,4.34 +53477,0.71,Very Good,D,SI1,63.2,58.0,2681,5.65,5.68,3.58 +7786,0.72,Ideal,E,VVS2,62.1,56.0,4285,5.72,5.77,3.57 +22174,1.5,Ideal,E,SI1,62.3,57.0,10214,7.33,7.28,4.55 +33037,0.32,Ideal,G,VVS1,61.6,55.0,814,4.43,4.47,2.74 +14538,1.2,Premium,G,SI1,62.5,60.0,5868,6.74,6.68,4.21 +34148,0.33,Ideal,H,VVS2,61.9,55.0,854,4.47,4.45,2.76 +32914,0.44,Very Good,I,VS1,62.8,56.0,810,4.83,4.88,3.05 +17726,0.32,Ideal,H,VVS2,62.3,57.0,614,4.34,4.37,2.71 +8619,1.01,Very Good,E,SI2,62.0,60.0,4445,6.36,6.41,3.96 +5606,1.01,Fair,D,SI2,64.7,57.0,3871,6.31,6.27,4.07 +15804,1.21,Very Good,E,SI1,62.9,58.0,6324,6.78,6.79,4.27 +45526,0.57,Ideal,D,SI1,61.4,55.0,1684,5.34,5.35,3.28 +31132,0.31,Ideal,E,VVS2,62.5,54.0,755,4.34,4.37,2.72 +22864,1.55,Premium,D,SI2,62.0,58.0,10905,7.39,7.44,4.6 +51032,0.7,Premium,G,VS1,62.9,59.0,2329,5.63,5.56,3.52 +42502,0.57,Premium,E,SI2,60.7,57.0,1320,5.42,5.35,3.27 +28269,0.27,Ideal,G,SI2,62.3,55.0,361,4.14,4.18,2.59 +32030,0.38,Premium,I,VS1,60.1,60.0,778,4.72,4.66,2.82 +19981,1.01,Very Good,F,VVS2,61.9,56.0,8525,6.42,6.48,3.99 +2103,0.9,Good,H,SI2,64.3,60.0,3115,6.0,6.1,3.89 +46026,0.51,Ideal,F,VS1,61.7,55.0,1728,5.13,5.17,3.18 +41219,0.43,Premium,G,VVS1,62.0,59.0,1207,4.8,4.82,2.98 +10122,1.01,Very Good,G,SI1,60.0,58.0,4719,6.51,6.55,3.92 +46264,0.57,Ideal,D,SI1,62.4,56.0,1754,5.29,5.32,3.31 +40736,0.34,Ideal,E,IF,62.0,56.0,1163,4.47,4.5,2.78 +14355,1.01,Ideal,D,SI1,61.4,59.0,5812,6.4,6.44,3.94 +8612,0.84,Very Good,D,VS1,60.6,57.0,4443,6.06,6.15,3.7 +25865,2.01,Premium,E,SI2,61.2,58.0,14948,8.07,8.05,4.93 +12550,1.1,Ideal,I,VS2,61.8,55.4,5273,6.62,6.65,4.1 +35590,0.4,Ideal,E,SI1,62.5,57.0,907,4.74,4.7,2.95 +8431,1.03,Very Good,H,SI1,63.4,62.0,4406,6.46,6.27,4.05 +33385,0.34,Ideal,E,VS1,62.4,54.0,827,4.45,4.49,2.79 +28521,0.29,Very Good,E,VVS2,60.9,57.0,674,4.29,4.32,2.62 +20457,1.24,Ideal,G,VS2,62.0,56.0,8797,6.87,6.9,4.27 +40176,0.38,Ideal,H,VS1,60.6,57.0,1117,4.73,4.7,2.85 +27910,0.26,Very Good,F,VVS1,61.7,57.0,657,4.09,4.13,2.53 +36649,0.43,Very Good,E,SI1,63.4,57.0,948,4.84,4.81,3.06 +8420,1.21,Premium,I,SI1,61.0,56.0,4404,6.91,6.87,4.2 +4841,1.01,Very Good,F,SI2,59.5,57.0,3709,6.61,6.66,3.95 +50558,0.74,Very Good,J,IF,60.3,58.0,2277,5.82,5.86,3.52 +46210,0.51,Good,G,VVS2,63.5,56.0,1750,5.07,5.11,3.23 +13339,1.19,Premium,D,SI2,58.8,58.0,5504,7.04,6.9,4.1 +31187,0.32,Ideal,D,SI1,62.0,57.0,756,4.4,4.37,2.72 +10034,0.31,Ideal,H,SI1,61.2,58.0,417,4.37,4.39,2.68 +29748,0.37,Premium,G,SI1,62.1,60.0,708,4.61,4.54,2.84 +43972,0.27,Very Good,F,VS1,60.5,57.0,518,4.21,4.23,2.55 +43748,0.51,Very Good,E,SI1,62.8,56.0,1438,5.07,5.15,3.21 +35391,0.41,Very Good,G,VS1,62.3,56.0,899,4.77,4.8,2.98 +41967,0.23,Very Good,E,VVS2,61.1,58.0,505,3.93,3.99,2.42 +49369,0.7,Very Good,F,SI1,63.2,56.0,2100,5.61,5.5,3.51 +10082,1.16,Ideal,G,SI2,61.7,56.0,4710,6.82,6.76,4.18 +53058,0.72,Premium,G,VS1,60.9,60.0,2607,5.78,5.75,3.51 +9981,1.0,Fair,D,SI1,66.3,58.0,4704,6.15,6.04,4.04 +51522,0.6,Ideal,D,VS2,62.2,53.0,2385,5.43,5.44,3.38 +28750,0.31,Ideal,E,VS2,61.5,56.0,680,4.34,4.37,2.68 +4149,1.04,Very Good,H,SI2,62.4,58.0,3546,6.4,6.49,4.02 +8285,0.76,Ideal,E,VVS1,61.8,54.0,4382,5.9,5.87,3.64 +29873,0.3,Ideal,D,VS2,60.9,57.0,710,4.32,4.35,2.64 +35138,0.39,Very Good,E,VS2,61.3,61.0,889,4.66,4.7,2.87 +37096,0.41,Ideal,E,SI1,62.5,55.0,969,4.77,4.73,2.97 +1634,0.9,Good,F,SI2,64.2,62.0,3016,6.0,6.08,3.88 +40853,0.57,Ideal,I,SI1,62.5,55.0,1173,5.28,5.32,3.31 +14195,1.06,Ideal,F,SI1,62.1,57.0,5758,6.53,6.51,4.05 +7650,0.9,Very Good,G,VS2,61.9,56.0,4269,6.17,6.23,3.84 +24825,1.52,Very Good,F,VS2,60.9,56.0,13215,7.38,7.44,4.51 +10928,1.04,Ideal,E,SI2,62.0,55.0,4892,6.51,6.48,4.03 +48834,0.72,Premium,F,SI1,59.3,60.0,2030,5.91,5.86,3.49 +15272,1.01,Very Good,E,SI1,63.6,56.0,6132,6.3,6.37,4.03 +28131,0.29,Very Good,E,VVS2,58.5,58.0,664,4.35,4.37,2.55 +31226,0.32,Very Good,D,SI1,63.5,55.0,756,4.35,4.31,2.75 +49768,0.5,Premium,F,VVS2,62.3,58.0,2160,5.11,5.06,3.17 +7820,1.0,Very Good,G,SI1,63.1,56.0,4295,6.41,6.31,4.01 +29721,0.31,Ideal,H,VVS1,61.5,56.0,707,4.34,4.38,2.68 +44762,0.52,Ideal,E,VS2,61.3,56.0,1621,5.17,5.21,3.18 +44232,0.59,Premium,D,SI2,61.2,60.0,1572,5.42,5.37,3.3 +40222,0.4,Premium,D,VS1,62.1,58.0,1123,4.7,4.73,2.93 +20327,1.5,Very Good,F,VS2,63.4,61.0,8736,7.12,7.08,4.5 +8968,1.03,Very Good,F,SI2,62.4,59.0,4503,6.38,6.45,4.0 +51065,0.65,Very Good,I,IF,61.0,55.0,2332,5.65,5.73,3.47 +52034,0.71,Very Good,I,VVS2,63.1,58.0,2450,5.71,5.64,3.58 +6693,0.31,Premium,I,SI1,62.3,59.0,408,4.29,4.32,2.68 +16882,1.02,Fair,G,VVS2,64.6,59.0,6736,6.31,6.29,4.07 +43345,0.51,Good,F,SI1,64.2,59.0,1406,5.04,5.02,3.23 +24,0.31,Very Good,J,SI1,59.4,62.0,353,4.39,4.43,2.62 +13540,1.12,Premium,E,SI1,58.8,61.0,5547,6.8,6.74,3.98 +45699,0.59,Ideal,I,VVS1,61.6,55.0,1698,5.4,5.45,3.34 +9797,1.24,Premium,E,SI2,60.5,62.0,4666,6.97,6.89,4.19 +13516,1.0,Premium,E,SI1,60.3,62.0,5544,6.33,6.25,3.79 +19063,1.26,Ideal,H,VS1,61.5,59.0,7845,6.94,6.91,4.26 +35722,0.3,Ideal,D,VS2,62.3,54.0,911,4.33,4.3,2.69 +44196,0.51,Very Good,F,VS2,62.9,55.0,1569,5.08,5.12,3.21 +42169,0.59,Very Good,E,SI2,63.8,57.0,1286,5.31,5.34,3.4 +30494,0.31,Ideal,D,SI1,61.4,55.0,732,4.38,4.35,2.68 +20675,1.02,Ideal,G,IF,62.3,57.0,8955,6.43,6.5,4.03 +9622,1.2,Good,J,VS2,64.3,56.0,4637,6.65,6.57,4.25 +6356,1.03,Ideal,E,SI1,58.9,56.0,4035,6.61,6.57,3.88 +33432,0.32,Premium,G,VS1,62.1,56.0,828,4.43,4.4,2.74 +17720,0.5,Fair,F,I1,68.4,54.0,613,4.94,4.82,3.35 +6816,1.01,Fair,D,SI1,66.3,55.0,4118,6.22,6.17,4.11 +15946,1.0,Ideal,G,VS1,62.6,56.0,6377,6.39,6.36,3.99 +22298,1.17,Ideal,G,VVS1,61.7,57.0,10342,6.84,6.9,4.13 +12273,1.01,Premium,D,SI1,61.7,59.0,5210,6.4,6.43,3.96 +41112,0.51,Premium,F,SI2,58.9,60.0,1195,5.24,5.19,3.07 +48507,0.7,Premium,H,SI2,61.7,58.0,1982,5.72,5.69,3.52 +46489,0.46,Very Good,D,VVS1,62.2,56.0,1778,4.94,4.97,3.08 +50250,0.7,Premium,F,SI2,59.6,58.0,2234,5.79,5.72,3.43 +1271,1.0,Fair,E,SI2,65.8,58.0,2948,6.28,6.16,4.09 +46972,0.28,Premium,E,SI1,60.3,58.0,529,4.26,4.22,2.55 +49902,0.71,Ideal,H,SI2,62.7,57.0,2178,5.66,5.69,3.56 +583,0.77,Ideal,E,SI2,60.7,55.0,2834,6.01,5.95,3.63 +41210,0.51,Ideal,E,SI2,61.0,56.0,1205,5.2,5.16,3.16 +53651,0.72,Good,F,VS2,61.1,60.0,2705,5.72,5.76,3.51 +23274,1.5,Good,G,VS2,59.0,58.0,11294,7.41,7.45,4.38 +20211,1.03,Ideal,D,VS1,62.6,57.0,8645,6.44,6.5,4.05 +22897,1.7,Very Good,I,VS2,63.0,58.0,10935,7.52,7.65,4.78 +52928,0.57,Very Good,F,VVS1,61.9,56.0,2591,5.31,5.34,3.29 +4420,0.71,Very Good,F,VVS2,62.0,56.0,3612,5.71,5.74,3.55 +45574,0.52,Ideal,G,VS1,62.7,56.0,1689,5.14,5.16,3.23 +557,0.76,Very Good,E,SI2,60.8,60.0,2831,5.89,5.98,3.61 +12154,1.23,Ideal,I,SI2,62.1,56.0,5175,6.84,6.88,4.26 +3691,0.9,Very Good,H,SI1,62.3,63.0,3447,6.06,6.13,3.8 +37058,0.43,Ideal,I,VVS1,63.0,56.0,968,4.86,4.83,3.05 +33238,0.33,Ideal,F,VVS2,60.7,57.0,824,4.48,4.51,2.73 +34575,0.31,Ideal,G,IF,61.5,54.0,871,4.4,4.41,2.71 +44450,0.55,Ideal,G,VS1,60.9,56.0,1591,5.29,5.35,3.24 +52299,0.32,Very Good,G,VS2,59.9,59.0,548,4.46,4.48,2.67 +17514,1.14,Ideal,G,VS2,61.5,57.0,7042,6.68,6.72,4.12 +42971,0.41,Ideal,E,VVS1,60.9,55.0,1367,4.8,4.83,2.93 +38433,0.38,Premium,F,VS2,61.9,59.0,1026,4.66,4.61,2.87 +12738,1.11,Ideal,H,SI1,60.2,54.0,5315,6.82,6.7,4.07 +28154,0.3,Ideal,H,VVS1,62.3,57.0,665,4.26,4.28,2.66 +1311,0.91,Very Good,J,SI1,62.8,59.0,2956,6.14,6.19,3.87 +37054,0.38,Ideal,E,VS2,61.5,54.0,968,4.67,4.69,2.88 +46952,0.3,Ideal,G,VS2,62.5,53.0,526,4.27,4.3,2.68 +10526,1.01,Good,D,SI2,63.6,57.0,4805,6.39,6.35,4.05 +45258,0.51,Ideal,F,VS2,61.6,57.0,1661,5.14,5.15,3.17 +27376,0.29,Ideal,D,VS1,62.9,55.0,647,4.25,4.21,2.66 +49090,0.51,Very Good,E,VVS2,60.0,58.0,2062,5.19,5.21,3.12 +39292,0.3,Ideal,H,VS2,62.3,57.0,491,4.25,4.29,2.66 +9028,1.06,Very Good,H,SI2,62.4,54.0,4516,6.5,6.54,4.07 +14858,1.28,Very Good,H,SI2,60.2,58.0,5984,7.03,7.13,4.26 +24491,2.0,Fair,H,VS2,65.2,56.0,12765,7.92,7.87,5.15 +53546,0.82,Ideal,G,SI2,61.6,56.0,2692,5.98,6.04,3.7 +45627,0.53,Ideal,G,VS1,62.2,55.0,1692,5.18,5.21,3.23 +10649,1.01,Good,H,SI1,63.7,60.0,4836,6.35,6.3,4.03 +12654,1.0,Good,E,SI1,63.2,57.0,5299,6.36,6.39,4.03 +187,0.7,Very Good,D,VS1,62.7,58.0,2777,5.66,5.73,3.57 +25983,1.2,Ideal,E,VVS1,60.1,61.0,15185,6.83,6.91,4.13 +29144,0.31,Ideal,E,VS1,61.3,55.0,692,4.36,4.38,2.68 +49809,0.75,Ideal,H,SI1,62.1,57.0,2165,5.82,5.78,3.6 +13209,1.05,Ideal,F,SI1,62.0,55.0,5457,6.5,6.54,4.04 +6984,1.01,Premium,G,SI2,60.1,59.0,4154,6.45,6.39,3.86 +38164,0.34,Ideal,E,VVS1,61.9,56.0,1014,4.47,4.51,2.78 +9925,0.92,Ideal,F,SI2,61.5,53.0,4691,6.26,6.3,3.86 +32398,0.31,Ideal,E,VVS2,62.0,54.0,791,4.36,4.41,2.72 +40143,0.4,Very Good,F,VVS1,63.7,58.0,1116,4.65,4.68,2.97 +51765,0.7,Very Good,F,SI1,60.3,59.0,2409,5.73,5.82,3.48 +35342,0.42,Ideal,H,SI1,62.2,57.0,898,4.8,4.78,2.98 +34331,0.41,Very Good,G,SI1,63.4,57.0,861,4.73,4.7,2.99 +18858,1.36,Premium,G,SI1,60.6,59.0,7729,7.21,7.17,4.36 +7107,1.01,Good,E,SI2,63.3,58.0,4168,6.3,6.36,4.01 +49921,0.7,Premium,G,SI1,62.0,61.0,2184,5.67,5.62,3.5 +28722,0.31,Very Good,E,VS2,61.8,59.0,680,4.3,4.37,2.68 +33689,0.33,Very Good,H,IF,61.2,56.0,838,4.46,4.5,2.74 +34474,0.38,Premium,E,VS2,62.2,59.0,866,4.63,4.67,2.89 +3709,0.77,Premium,F,VVS2,60.5,56.0,3450,5.94,5.9,3.58 +14584,1.01,Very Good,G,VS2,60.0,57.0,5886,6.53,6.6,3.94 +37788,0.5,Good,E,SI2,63.2,61.0,1000,5.02,5.05,3.18 +26186,2.11,Very Good,H,SI2,61.5,60.0,15530,8.22,8.3,5.08 +46332,0.52,Ideal,G,VS1,62.4,55.1,1758,5.11,5.15,3.2 +10355,1.04,Premium,F,SI1,61.5,59.0,4770,6.53,6.47,4.0 +18451,1.52,Very Good,J,VS2,63.3,56.0,7504,7.33,7.27,4.62 +14717,0.3,Premium,F,VS2,62.5,58.0,605,4.29,4.32,2.69 +46430,0.54,Premium,D,SI1,58.3,61.0,1770,5.38,5.32,3.12 +22630,1.57,Very Good,I,VS1,62.7,58.0,10682,7.41,7.43,4.65 +38987,0.36,Ideal,H,VVS1,62.3,56.0,1053,4.57,4.54,2.84 +36165,0.38,Ideal,G,VVS2,61.3,56.4,929,4.67,4.71,2.88 +18291,1.23,Premium,H,VS2,59.5,59.0,7431,7.08,7.01,4.19 +20648,1.52,Fair,F,SI2,56.3,64.0,8938,7.68,7.62,4.31 +16180,1.2,Good,H,VS2,62.6,56.0,6468,6.73,6.76,4.22 +9301,1.15,Ideal,H,SI2,62.6,55.0,4572,6.74,6.65,4.19 +5146,1.51,Fair,H,I1,65.6,61.0,3765,7.16,7.0,4.66 +48910,0.54,Ideal,G,VVS1,61.6,55.0,2041,5.22,5.24,3.22 +24169,1.5,Very Good,D,SI1,62.8,58.0,12342,7.28,7.31,4.58 +8751,1.09,Ideal,J,SI1,62.7,57.0,4465,6.53,6.59,4.11 +23960,2.04,Very Good,J,VS2,59.9,59.0,12095,8.25,8.32,4.96 +46445,0.6,Very Good,G,VS2,62.9,59.0,1773,5.35,5.39,3.38 +25096,1.72,Fair,F,SI1,64.8,58.0,13622,7.5,7.46,4.85 +45080,0.54,Good,D,VS2,60.9,60.0,1644,5.28,5.36,3.24 +24269,1.36,Ideal,F,VVS2,61.6,56.0,12494,7.08,7.17,4.39 +48998,0.59,Ideal,I,VVS1,61.2,56.0,2049,5.42,5.46,3.33 +6884,1.09,Ideal,J,VS2,61.3,57.0,4131,6.63,6.61,4.06 +19806,1.51,Premium,J,VS1,62.1,58.0,8371,7.36,7.4,4.58 +16117,1.01,Premium,G,VS1,62.0,58.0,6441,6.44,6.4,3.98 +35927,0.43,Premium,E,SI2,62.7,55.0,919,4.87,4.83,3.04 +42889,0.51,Ideal,D,SI2,59.8,55.0,1359,5.23,5.17,3.11 +31347,0.27,Ideal,E,VVS2,61.9,56.0,760,4.16,4.19,2.58 +23552,1.51,Good,F,SI1,60.9,61.0,11560,7.3,7.32,4.45 +17338,1.01,Ideal,E,VS2,61.4,57.0,6956,6.44,6.5,3.97 +37146,0.32,Ideal,D,VS2,62.4,57.0,972,4.38,4.34,2.72 +47096,0.53,Premium,D,VS2,59.9,58.0,1825,5.29,5.26,3.16 +32474,0.33,Very Good,G,VVS1,61.2,57.0,795,4.4,4.44,2.71 +46733,0.85,Premium,I,I1,59.6,58.0,1796,6.24,6.14,3.69 +33440,0.32,Ideal,G,VS1,61.7,55.0,828,4.43,4.39,2.72 +51975,0.26,Very Good,E,VVS2,64.3,57.0,547,3.99,4.03,2.58 +3522,0.71,Ideal,F,VS2,62.2,55.0,3405,5.72,5.76,3.57 +28419,0.43,Good,D,SI2,63.1,59.0,669,4.8,4.81,3.03 +29325,0.31,Premium,H,VS1,62.9,58.0,698,4.34,4.31,2.72 +22387,2.01,Premium,J,SI1,59.8,57.0,10412,8.17,8.13,4.87 +8328,0.91,Ideal,E,SI1,61.0,57.0,4392,6.2,6.26,3.8 +28401,0.29,Premium,G,VVS1,62.0,58.0,669,4.23,4.19,2.61 +16917,1.14,Ideal,H,VS2,62.6,53.0,6753,6.67,6.72,4.19 +26141,1.51,Very Good,F,VS1,61.7,59.0,15440,7.29,7.33,4.51 +48364,0.56,Ideal,D,VS2,60.6,56.0,1963,5.33,5.37,3.24 +33763,0.4,Very Good,G,SI1,63.2,58.0,840,4.7,4.61,2.94 +41520,0.32,Premium,F,VVS1,60.7,58.0,1235,4.4,4.43,2.68 +51040,0.75,Premium,I,VS2,60.0,57.0,2329,5.93,5.9,3.55 +44337,0.33,Very Good,H,VS2,61.4,58.0,521,4.44,4.49,2.74 +45176,0.53,Ideal,F,VS2,61.1,54.0,1655,5.26,5.29,3.22 +47715,0.63,Very Good,D,SI1,62.8,57.0,1885,5.4,5.46,3.41 +35170,0.31,Ideal,G,IF,61.9,55.0,891,4.35,4.38,2.7 +3432,0.9,Premium,I,VS2,59.1,59.0,3385,6.28,6.24,3.7 +33169,0.36,Ideal,E,VS1,61.8,56.0,817,4.55,4.58,2.82 +15554,1.34,Very Good,J,VS1,61.7,59.0,6237,7.03,7.14,4.37 +34544,0.43,Very Good,E,VS2,62.2,58.0,869,4.81,4.87,3.01 +13308,1.19,Ideal,E,SI2,61.9,56.0,5497,6.8,6.84,4.22 +32656,0.31,Premium,H,VVS2,62.4,59.0,802,4.35,4.31,2.7 +15188,1.21,Ideal,H,SI2,61.1,56.0,6098,6.92,6.87,4.21 +495,0.73,Ideal,F,SI1,62.1,55.0,2822,5.75,5.78,3.58 +53360,0.7,Premium,G,VS2,59.4,59.0,2657,5.79,5.76,3.43 +40459,0.5,Ideal,H,SI1,62.5,57.0,1140,5.06,5.08,3.17 +53499,1.01,Premium,J,SI2,59.3,56.0,2683,6.51,6.45,3.84 +5631,0.9,Very Good,H,VS2,63.0,61.0,3878,6.05,6.14,3.84 +6799,1.01,Good,H,SI1,63.4,58.0,4116,6.37,6.41,4.05 +27249,2.06,Premium,G,SI2,62.7,58.0,17650,8.12,8.09,5.08 +5452,1.06,Premium,F,SI2,62.6,59.0,3831,6.47,6.51,4.06 +34167,0.33,Ideal,G,VS1,61.9,56.0,854,4.48,4.44,2.76 +13437,1.01,Very Good,G,VS2,62.5,60.0,5519,6.31,6.37,3.96 +33160,0.31,Premium,H,IF,61.7,58.0,816,4.33,4.36,2.68 +6642,1.09,Premium,I,SI1,62.0,58.0,4090,6.6,6.56,4.08 +44979,0.35,Ideal,H,SI1,61.5,56.0,523,4.56,4.58,2.81 +41015,0.41,Very Good,F,VVS1,62.7,59.0,1186,4.75,4.78,2.99 +31386,0.31,Very Good,E,VVS1,61.2,61.0,763,4.33,4.36,2.66 +39442,0.41,Ideal,D,VS2,62.4,54.0,1076,4.78,4.74,2.97 +34199,0.33,Ideal,F,VS2,62.3,56.0,854,4.46,4.43,2.77 +42737,0.51,Very Good,E,SI1,62.8,61.0,1343,5.06,5.07,3.18 +35490,0.38,Good,E,VVS1,62.4,64.0,904,4.59,4.61,2.87 +1673,0.59,Ideal,E,VVS2,61.8,57.0,3026,5.35,5.4,3.32 +18299,1.47,Very Good,H,SI2,59.1,56.0,7438,7.46,7.51,4.42 +9569,1.0,Good,I,VS1,59.6,61.0,4624,6.48,6.53,3.88 +12432,1.0,Good,G,VS2,63.8,58.0,5242,6.37,6.29,4.04 +8591,0.91,Fair,D,VS2,65.1,63.0,4439,6.02,6.0,3.91 +16462,1.43,Very Good,J,VS2,62.8,56.0,6579,7.13,7.19,4.5 +47365,0.54,Ideal,H,VVS1,60.3,56.0,1846,5.28,5.33,3.2 +27643,2.01,Very Good,H,VS2,60.7,56.0,18561,8.08,8.17,4.93 +1327,0.7,Very Good,D,VS2,63.0,56.0,2960,5.61,5.69,3.56 +12256,1.16,Ideal,G,SI2,61.5,54.0,5206,6.75,6.78,4.16 +36709,0.46,Ideal,J,VVS1,62.5,56.0,953,4.89,4.93,3.07 +49239,0.64,Ideal,H,VVS1,61.1,55.0,2084,5.58,5.61,3.43 +36202,0.43,Good,F,VS1,57.9,61.0,931,4.99,5.03,2.9 +50598,0.5,Ideal,F,VVS2,61.8,53.0,2283,5.13,5.18,3.19 +34172,0.33,Ideal,G,VS1,61.8,56.0,854,4.45,4.42,2.74 +37533,0.38,Very Good,F,VS1,59.7,61.0,988,4.69,4.73,2.81 +10909,1.01,Fair,G,VS2,64.4,58.0,4887,6.25,6.18,4.0 +19915,1.51,Very Good,F,SI2,63.2,60.0,8462,7.2,7.27,4.57 +25794,2.04,Ideal,I,SI1,62.8,57.0,14775,8.09,8.02,5.06 +44900,0.5,Ideal,E,VS2,63.0,57.0,1629,5.04,4.99,3.16 +39369,0.36,Ideal,G,IF,61.6,55.0,1074,4.57,4.59,2.82 +6612,0.72,Ideal,D,VS2,61.8,56.0,4082,5.74,5.78,3.56 +25379,0.31,Ideal,E,VS2,62.2,55.0,642,4.32,4.36,2.7 +23437,1.18,Very Good,F,VVS2,60.1,58.0,11430,6.88,6.92,4.15 +4888,0.9,Very Good,G,SI1,63.6,57.0,3718,6.07,6.13,3.88 +29580,0.41,Very Good,E,SI1,62.8,57.0,705,4.71,4.75,2.97 +20401,1.25,Ideal,F,VS2,62.8,57.0,8764,6.87,6.85,4.31 +34060,0.36,Ideal,D,SI1,61.2,57.0,851,4.63,4.59,2.82 +17817,1.23,Ideal,I,VS1,61.6,54.0,7181,6.9,6.94,4.26 +8072,0.74,Good,F,VVS1,58.4,60.0,4336,6.03,6.06,3.53 +53760,0.72,Premium,F,VS2,62.0,56.0,2724,5.78,5.68,3.55 +46680,0.99,Fair,J,I1,73.6,60.0,1789,6.01,5.8,4.35 +46718,0.52,Premium,E,VS1,61.6,58.0,1793,5.18,5.14,3.18 +26649,2.06,Premium,G,SI2,61.8,58.0,16437,8.1,8.15,5.02 +38680,0.3,Ideal,D,VVS2,61.5,55.0,1041,4.34,4.38,2.68 +8550,1.07,Ideal,H,SI2,59.2,57.0,4434,6.7,6.64,3.95 +32853,0.4,Premium,H,VS1,62.4,60.0,807,4.69,4.74,2.94 +36216,0.36,Premium,G,VS1,62.3,59.0,932,4.55,4.5,2.82 +43215,0.51,Ideal,H,VS2,62.9,57.0,1397,5.07,5.1,3.2 +7439,1.18,Ideal,E,I1,61.6,56.0,4229,6.82,6.79,4.19 +27422,2.32,Premium,I,SI1,61.2,58.0,18026,8.57,8.52,5.23 +27131,4.13,Fair,H,I1,64.8,61.0,17329,10.0,9.85,6.43 +16484,1.01,Premium,F,VS2,61.6,59.0,6587,6.39,6.43,3.95 +48661,0.72,Very Good,G,SI2,63.4,57.0,2001,5.67,5.71,3.61 +48243,0.69,Very Good,F,SI1,62.6,59.6,1951,5.59,5.66,3.52 +4763,0.9,Fair,D,SI1,64.5,61.0,3689,6.05,6.01,3.89 +41271,0.31,Good,D,SI1,63.3,59.0,502,4.24,4.29,2.7 +7479,1.07,Very Good,I,SI1,60.7,61.0,4237,6.55,6.6,3.99 +21498,1.02,Very Good,G,VVS2,62.7,58.0,9596,6.36,6.4,4.0 +46653,0.51,Ideal,D,VS2,61.9,57.0,1787,5.09,5.15,3.17 +32290,0.26,Good,F,VS1,58.0,58.0,453,4.2,4.25,2.45 +47459,0.53,Premium,D,VS2,61.5,58.0,1857,5.2,5.24,3.21 +16016,1.01,Good,G,VS1,59.2,63.0,6407,6.5,6.48,3.84 +15707,0.24,Very Good,E,VVS2,62.2,56.0,608,3.96,3.98,2.47 +33903,0.3,Premium,E,VS2,62.6,58.0,844,4.3,4.26,2.68 +3020,0.71,Ideal,G,VVS2,61.3,56.0,3307,5.75,5.77,3.53 +1394,0.32,Ideal,E,SI1,61.0,56.0,559,4.41,4.45,2.7 +28281,0.31,Good,J,SI1,63.5,55.0,363,4.3,4.33,2.74 +50661,0.3,Very Good,E,VS2,62.9,58.0,544,4.27,4.31,2.7 +15916,1.5,Good,I,SI2,65.0,55.0,6364,7.15,7.24,4.68 +13676,1.21,Good,G,SI1,63.8,58.0,5597,6.75,6.64,4.27 +17520,1.21,Ideal,H,VS1,60.5,57.0,7047,6.91,6.88,4.17 +33390,0.31,Ideal,D,VVS2,61.8,54.0,828,4.36,4.38,2.7 +3656,0.85,Ideal,E,SI2,60.7,55.0,3441,6.14,6.19,3.74 +16333,1.01,Premium,F,VS2,59.3,62.0,6533,6.48,6.44,3.83 +23297,1.8,Premium,J,VS1,58.2,61.0,11329,8.07,7.95,4.66 +22691,0.36,Ideal,F,VS2,61.5,55.0,629,4.57,4.6,2.82 +19843,1.01,Very Good,E,VS1,60.4,60.0,8403,6.43,6.48,3.9 +7764,1.03,Ideal,H,SI2,60.6,56.0,4283,6.53,6.63,3.99 +27608,2.19,Ideal,H,SI1,60.6,57.0,18475,8.39,8.35,5.07 +13547,1.06,Premium,H,VS1,62.5,58.0,5549,6.5,6.47,4.05 +36694,0.39,Ideal,G,VVS2,61.6,56.6,952,4.68,4.71,2.9 +13037,0.36,Very Good,F,SI1,60.3,58.0,600,4.6,4.65,2.79 +2431,0.73,Ideal,G,VVS2,62.2,55.0,3183,5.74,5.77,3.58 +8938,1.01,Premium,F,SI2,62.8,60.0,4497,6.4,6.33,4.0 +35581,0.35,Premium,F,VS2,62.1,60.0,906,4.51,4.45,2.78 +28509,0.3,Premium,F,VS2,61.4,55.0,673,4.37,4.32,2.67 +44426,0.5,Premium,D,SI1,63.0,60.0,1588,5.06,5.03,3.18 +39668,0.42,Ideal,G,VS2,62.2,56.0,1087,4.82,4.8,2.99 +4584,0.82,Ideal,G,VS1,61.5,56.0,3652,6.01,6.05,3.71 +16069,1.2,Premium,H,VS2,62.8,58.0,6416,6.75,6.7,4.22 +27609,2.03,Premium,E,SI2,61.5,59.0,18477,8.24,8.16,5.04 +4769,0.72,Ideal,E,VS1,62.1,54.0,3690,5.74,5.76,3.57 +52212,0.7,Very Good,H,VS1,62.6,57.0,2482,5.64,5.73,3.56 +43405,0.52,Ideal,E,SI2,61.0,57.0,1412,5.18,5.21,3.17 +4668,1.01,Premium,H,SI2,63.0,59.0,3671,6.33,6.27,3.97 +40227,0.4,Premium,G,VVS1,61.5,58.0,1123,4.69,4.74,2.9 +39868,0.62,Fair,J,SI1,65.4,59.0,1101,5.39,5.28,3.49 +13898,1.01,Premium,D,SI1,62.2,53.0,5656,6.47,6.43,4.01 +51635,0.31,Very Good,H,VS1,61.7,61.0,544,4.31,4.34,2.67 +5181,0.91,Ideal,E,SI2,62.5,56.0,3774,6.16,6.19,3.86 +9792,1.01,Premium,E,SI2,62.6,59.0,4666,6.36,6.39,3.99 +22556,1.35,Ideal,D,VS2,61.3,57.0,10602,7.09,7.13,4.36 +6382,0.25,Ideal,E,VVS2,62.1,57.0,576,4.04,4.07,2.52 +44009,0.3,Very Good,F,SI2,61.7,62.0,394,4.25,4.27,2.63 +16983,1.03,Premium,F,VS1,61.7,56.0,6783,6.49,6.47,4.0 +38321,0.5,Very Good,F,SI2,63.1,60.0,1020,5.0,5.04,3.17 +40429,0.4,Good,D,VVS2,60.2,63.0,1135,4.74,4.8,2.87 +24147,1.05,Ideal,F,VVS1,59.0,60.0,12315,6.62,6.67,3.92 +39958,0.33,Ideal,D,SI2,61.3,56.0,492,4.45,4.49,2.74 +49482,0.52,Ideal,E,VVS2,62.3,57.0,2116,5.12,5.15,3.2 +5838,1.0,Premium,I,VS2,62.7,62.0,3918,6.32,6.27,3.95 +50380,0.7,Fair,G,VS1,68.5,58.0,2250,5.47,5.34,3.7 +48550,0.65,Ideal,E,SI1,62.7,54.0,1989,5.58,5.56,3.49 +31863,0.3,Premium,H,VVS2,60.8,58.0,776,4.37,4.34,2.65 +23082,1.41,Ideal,G,VS1,60.4,57.0,11109,7.31,7.22,4.39 +4028,1.11,Premium,J,SI1,59.5,58.0,3524,6.89,6.77,4.07 +53150,0.74,Ideal,F,SI2,61.9,56.0,2623,5.81,5.85,3.61 +40019,0.46,Good,F,VS1,56.5,61.0,1109,5.11,5.05,2.87 +35481,0.38,Ideal,H,VVS1,61.2,57.0,903,4.65,4.67,2.85 +35047,0.42,Ideal,I,VVS1,62.7,55.0,884,4.77,4.8,3.0 +14074,1.02,Very Good,D,SI1,62.7,60.0,5709,6.34,6.39,3.99 +14578,1.2,Ideal,I,VS2,62.5,56.0,5884,6.66,6.74,4.19 +41975,0.53,Ideal,I,VS1,61.6,55.0,1263,5.21,5.25,3.22 +50950,0.53,Premium,D,VS1,61.3,58.0,2321,5.27,5.2,3.21 +24793,1.2,Ideal,D,VVS2,62.7,56.0,13165,6.78,6.81,4.26 +41629,0.24,Ideal,H,IF,61.8,54.0,504,3.99,4.03,2.47 +882,0.9,Premium,J,SI1,61.8,58.0,2873,6.16,6.13,3.8 +11057,0.31,Ideal,G,VS1,61.6,55.0,596,4.37,4.4,2.7 +52350,0.82,Premium,H,SI2,59.5,62.0,2499,6.13,6.07,3.63 +37891,0.37,Premium,D,VS1,61.9,58.0,1006,4.62,4.56,2.84 +38335,0.32,Premium,E,VVS1,61.8,59.0,1020,4.39,4.35,2.7 +39221,0.58,Premium,H,SI2,59.0,61.0,1066,5.45,5.42,3.21 +49046,0.71,Good,H,SI1,63.4,54.0,2056,5.6,5.67,3.57 +44398,0.5,Premium,E,VS2,63.0,58.0,1583,5.07,5.02,3.18 +5124,0.91,Very Good,E,SI2,62.9,56.0,3763,6.14,6.17,3.87 +40179,0.38,Premium,E,VVS1,60.6,59.0,1119,4.65,4.62,2.81 +29552,0.25,Ideal,E,VVS2,61.7,56.0,705,4.05,4.07,2.5 +26733,2.1,Fair,F,SI2,59.5,69.0,16506,8.35,8.25,4.94 +18205,1.02,Premium,F,VS1,61.9,59.0,7389,6.44,6.38,3.97 +44193,0.51,Very Good,D,SI1,62.3,57.0,1569,5.08,5.13,3.18 +33482,0.32,Ideal,F,VS2,61.7,55.0,828,4.41,4.4,2.72 +26008,2.2,Premium,I,SI2,63.0,59.0,15238,8.22,8.19,5.17 +15110,1.01,Very Good,F,VS2,62.3,59.0,6073,6.37,6.44,3.99 +50562,0.74,Very Good,G,SI2,63.0,56.0,2277,5.75,5.77,3.63 +19757,1.72,Premium,J,SI1,61.7,58.0,8324,7.71,7.81,4.79 +38949,0.31,Good,I,VS1,63.8,56.0,489,4.27,4.32,2.74 +41847,0.54,Very Good,F,SI1,63.0,57.0,1255,5.18,5.23,3.28 +35555,0.35,Premium,G,VS1,61.2,56.0,906,4.56,4.53,2.78 +30420,0.32,Very Good,G,VVS2,62.2,57.0,730,4.36,4.38,2.72 +41081,0.41,Premium,F,VVS2,61.0,59.0,1192,4.82,4.79,2.93 +42548,0.85,Fair,H,I1,66.7,59.0,1324,5.86,5.78,3.88 +9750,1.19,Premium,I,SI2,62.6,58.0,4660,6.7,6.75,4.21 +39200,0.43,Premium,D,SI1,61.1,59.0,1064,4.89,4.83,2.97 +5905,0.93,Very Good,G,SI1,62.5,57.8,3933,6.15,6.28,3.87 +39102,0.41,Ideal,I,VVS2,62.3,56.0,1061,4.77,4.73,2.96 +37781,0.39,Very Good,F,VS1,57.1,61.0,1000,4.86,4.91,2.79 +48291,0.53,Premium,H,IF,62.5,59.0,1957,5.15,5.18,3.23 +4892,1.04,Ideal,F,I1,61.6,57.0,3718,6.51,6.46,4.0 +47029,0.54,Ideal,F,VS1,62.5,56.0,1819,5.18,5.22,3.25 +6158,0.73,Ideal,F,VVS1,61.8,54.0,3990,5.8,5.78,3.58 +51325,0.31,Very Good,G,VS2,62.6,57.0,544,4.3,4.32,2.7 +3916,0.72,Ideal,F,VS2,61.3,55.0,3495,5.78,5.83,3.56 +29538,0.4,Ideal,H,VS2,62.4,56.0,704,4.69,4.73,2.94 +20292,0.91,Ideal,D,VVS2,62.0,54.0,8707,6.2,6.25,3.86 +15111,1.25,Very Good,E,SI2,60.8,55.0,6073,6.94,7.0,4.24 +9263,1.01,Very Good,E,SI2,63.2,59.0,4561,6.38,6.34,4.02 +5850,1.0,Premium,H,SI2,61.2,59.0,3920,6.42,6.38,3.92 +2110,1.08,Premium,H,I1,61.7,59.0,3118,6.54,6.59,4.05 +9498,1.07,Very Good,E,SI2,60.5,61.0,4609,6.55,6.61,3.98 +13823,1.23,Premium,I,VS1,61.6,58.0,5632,6.9,6.84,4.23 +46997,0.7,Premium,H,SI2,61.1,58.0,1817,5.72,5.84,3.53 +30486,0.31,Ideal,D,SI1,62.0,55.0,732,4.38,4.36,2.71 +18983,1.57,Very Good,J,VS2,62.6,60.0,7813,7.34,7.41,4.62 +21592,1.51,Ideal,H,SI1,62.7,56.0,9694,7.32,7.38,4.61 +49247,0.56,Ideal,E,VS1,61.2,56.0,2085,5.3,5.34,3.26 +3078,0.74,Premium,E,VS1,61.2,58.0,3312,5.88,5.82,3.58 +47889,0.59,Ideal,D,SI1,61.8,56.0,1912,5.4,5.37,3.33 +32531,0.35,Very Good,G,VVS2,62.2,58.0,798,4.49,4.54,2.81 +24098,1.5,Very Good,E,SI1,59.3,60.0,12247,7.4,7.5,4.42 +9252,0.9,Very Good,E,SI1,63.2,58.0,4560,6.12,6.1,3.86 +19541,1.42,Ideal,I,VS2,60.4,55.0,8173,7.28,7.38,4.43 +38650,0.44,Ideal,E,SI1,61.1,56.0,1040,4.92,4.9,3.0 +15665,1.0,Very Good,F,VS2,62.5,58.0,6283,6.32,6.36,3.96 +44880,0.5,Premium,G,VS1,61.1,60.0,1629,5.1,5.05,3.1 +82,0.26,Very Good,D,VVS1,62.1,60.0,554,4.03,4.12,2.53 +50699,0.53,Ideal,F,VVS2,62.2,54.0,2290,5.22,5.19,3.24 +2902,0.84,Ideal,I,VS1,62.3,59.0,3283,5.99,6.04,3.75 +17377,0.34,Premium,H,SI1,60.2,58.0,612,4.52,4.48,2.71 +52695,0.71,Very Good,F,SI1,62.4,58.0,2553,5.64,5.68,3.53 +23604,1.09,Very Good,F,IF,61.4,56.0,11631,6.62,6.68,4.08 +28201,0.4,Premium,D,SI2,60.4,59.0,666,4.8,4.83,2.91 +5418,1.05,Premium,J,VS1,62.7,61.0,3822,6.58,6.49,4.09 +36437,0.31,Ideal,D,VS2,60.7,56.0,942,4.38,4.35,2.65 +51486,0.55,Ideal,F,VVS1,61.9,55.0,2380,5.27,5.3,3.27 +53918,0.9,Very Good,J,SI1,63.2,60.0,2753,6.12,6.09,3.86 +46281,0.56,Very Good,E,VS2,61.0,58.0,1755,5.29,5.34,3.24 +31120,0.37,Ideal,I,IF,61.4,55.0,754,4.65,4.67,2.86 +15337,1.01,Ideal,G,VS2,61.6,57.0,6159,6.41,6.44,3.96 +52389,0.57,Ideal,F,VVS1,60.7,57.0,2507,5.39,5.36,3.26 +48654,0.36,Good,G,SI1,63.3,56.0,537,4.5,4.53,2.86 +49017,0.5,Very Good,F,VVS2,63.0,57.0,2052,5.01,5.05,3.17 +49123,0.7,Good,H,SI1,63.8,58.0,2066,5.59,5.66,3.59 +13176,1.04,Very Good,H,VS2,60.9,58.0,5447,6.5,6.6,3.99 +330,0.7,Very Good,F,VS2,62.9,58.0,2803,5.63,5.65,3.55 +23660,1.54,Very Good,G,VS2,63.0,59.0,11708,7.3,7.36,4.62 +2849,0.9,Very Good,I,SI1,61.4,55.0,3271,6.19,6.28,3.83 +34465,0.31,Ideal,E,VVS1,60.2,61.0,865,4.4,4.43,2.66 +52090,0.72,Ideal,H,SI1,62.2,58.0,2458,5.72,5.76,3.57 +47916,0.5,Very Good,F,VVS2,60.8,59.0,1915,5.08,5.11,3.1 +25917,2.02,Very Good,H,SI2,62.3,58.0,15064,7.97,8.04,4.99 +223,0.7,Premium,E,VS1,62.9,60.0,2782,5.62,5.54,3.51 +53377,0.61,Ideal,F,VVS2,61.5,56.0,2660,5.44,5.49,3.36 +48538,0.7,Premium,D,SI2,60.8,61.0,1987,5.69,5.64,3.45 +42030,0.38,Premium,E,VVS1,61.9,58.0,1267,4.62,4.66,2.87 +32514,0.4,Very Good,D,SI2,63.1,57.0,798,4.75,4.72,2.99 +23711,0.31,Ideal,E,VS2,61.1,56.0,632,4.37,4.4,2.68 +8796,1.04,Very Good,E,SI2,60.7,59.0,4472,6.5,6.54,3.96 +36975,0.43,Premium,D,VS2,59.7,59.0,963,4.93,4.89,2.93 +24510,1.13,Ideal,D,VVS2,62.3,54.0,12788,6.64,6.7,4.16 +12696,0.27,Ideal,H,VS2,61.8,56.0,599,4.15,4.17,2.57 +3950,0.85,Ideal,E,SI1,62.8,56.0,3503,6.05,6.02,3.79 +9454,1.14,Premium,I,SI1,60.4,60.0,4596,6.78,6.73,4.08 +6653,0.9,Very Good,E,SI1,63.1,60.0,4092,6.18,6.14,3.89 +52194,0.77,Ideal,H,VS2,60.6,57.0,2479,5.93,5.89,3.58 +2909,0.71,Ideal,F,VS1,60.4,57.0,3284,5.78,5.81,3.5 +27347,1.74,Premium,G,VS1,61.7,58.0,17904,7.78,7.69,4.77 +14024,1.0,Very Good,G,VS2,62.9,56.0,5702,6.27,6.42,3.99 +31123,0.3,Ideal,F,VS1,61.5,55.0,754,4.35,4.33,2.67 +5840,0.9,Very Good,H,VS2,63.1,60.0,3919,6.12,6.08,3.85 +5059,0.31,Ideal,G,VS2,61.4,56.0,574,4.34,4.37,2.67 +36363,0.33,Ideal,F,VVS1,62.5,56.0,939,4.43,4.44,2.77 +45372,0.51,Good,D,VS2,63.7,57.0,1665,5.05,5.0,3.2 +19886,1.2,Ideal,F,VS2,62.3,56.0,8436,6.79,6.82,4.24 +51814,0.7,Ideal,I,SI1,62.8,56.0,2417,5.63,5.68,3.55 +5115,0.71,Very Good,E,VVS2,60.3,52.0,3760,5.8,5.87,3.52 +3117,0.81,Good,D,SI1,64.1,54.0,3324,5.92,5.96,3.81 +43103,0.5,Ideal,H,VS1,61.6,58.0,1384,5.08,5.11,3.14 +3958,0.9,Good,D,SI1,61.9,64.0,3505,6.09,6.0,3.74 +1101,0.71,Premium,D,SI1,61.4,58.0,2913,5.75,5.79,3.54 +14536,1.2,Very Good,H,SI1,62.4,57.0,5868,6.76,6.8,4.23 +17585,1.14,Ideal,H,SI1,61.5,55.0,7079,6.72,6.75,4.14 +26194,2.01,Premium,G,SI2,59.4,58.0,15562,8.19,8.15,4.85 +16154,1.04,Ideal,H,SI1,61.6,55.0,6458,6.51,6.54,4.02 +48880,0.56,Very Good,E,VS1,61.9,57.0,2037,5.29,5.31,3.28 +19522,1.0,Premium,G,VVS1,62.1,59.0,8154,6.4,6.29,3.94 +27142,2.02,Very Good,I,SI1,60.4,58.0,17357,8.2,8.16,4.94 +24364,0.36,Ideal,D,SI1,61.3,56.0,636,4.61,4.65,2.84 +47185,0.51,Ideal,H,VVS1,61.7,57.0,1837,5.12,5.15,3.16 +34894,0.3,Very Good,D,VVS2,59.6,61.0,880,4.39,4.34,2.6 +9473,1.2,Very Good,H,SI1,61.4,63.0,4603,6.76,6.72,4.14 +19816,1.23,Premium,G,VS1,62.8,56.0,8381,6.86,6.81,4.29 +4755,0.91,Very Good,F,SI2,61.2,59.0,3688,6.2,6.22,3.8 +32325,0.36,Ideal,E,VS2,62.1,55.0,789,4.54,4.58,2.83 +46810,0.53,Ideal,G,VS2,60.9,56.0,1807,5.25,5.21,3.18 +14524,1.0,Premium,F,VS2,62.8,55.0,5864,6.38,6.35,4.0 +52548,0.6,Ideal,G,IF,62.2,55.0,2533,5.36,5.44,3.36 +26690,0.28,Very Good,H,VS2,61.6,57.0,429,4.22,4.25,2.61 +31806,0.3,Very Good,G,IF,61.4,58.0,774,4.27,4.33,2.64 +52347,0.55,Very Good,E,VVS2,60.6,56.0,2499,5.33,5.36,3.24 +29227,0.31,Fair,G,VS1,64.6,55.0,695,4.31,4.26,2.77 +48244,0.58,Ideal,G,VS2,61.1,55.0,1951,5.42,5.38,3.3 +12791,1.25,Premium,I,VS1,59.4,60.0,5331,7.1,7.03,4.2 +18989,1.34,Premium,H,VS2,62.3,60.0,7816,7.05,7.02,4.38 +36592,0.5,Very Good,J,SI2,60.7,57.0,947,5.11,5.13,3.11 +44346,0.55,Ideal,F,VS2,61.2,55.0,1580,5.28,5.3,3.24 +43634,0.43,Ideal,G,IF,61.8,55.0,1433,4.85,4.89,3.01 +2092,0.71,Very Good,G,VVS2,61.2,58.0,3113,5.68,5.72,3.49 +27191,1.7,Good,D,VS2,63.6,56.0,17485,7.56,7.5,4.79 +52179,0.7,Very Good,D,SI1,62.9,63.0,2475,5.64,5.59,3.53 +3096,0.92,Premium,G,SI2,62.3,59.0,3318,6.2,6.15,3.85 +33322,0.35,Ideal,D,SI1,62.3,55.0,827,4.54,4.51,2.82 +37167,0.32,Ideal,D,VS2,62.0,55.0,972,4.42,4.38,2.73 +32159,0.28,Ideal,E,VVS1,61.2,54.0,787,4.24,4.26,2.6 +14473,1.23,Premium,F,SI2,59.9,58.0,5841,7.02,6.96,4.19 +16901,1.5,Good,J,SI2,60.9,62.0,6746,7.3,7.32,4.45 +33859,0.3,Ideal,E,VS2,60.2,57.0,844,4.38,4.36,2.63 +5269,1.01,Very Good,G,SI2,62.7,58.0,3796,6.32,6.43,4.0 +511,0.79,Very Good,D,SI2,62.8,59.0,2823,5.86,5.9,3.69 +19893,1.2,Very Good,G,VS1,60.2,60.0,8442,6.91,7.0,4.19 +48080,0.56,Very Good,E,VS1,62.7,60.0,1931,5.25,5.28,3.3 +31763,0.34,Ideal,F,VVS2,61.5,56.0,773,4.47,4.5,2.76 +30512,0.31,Ideal,D,SI1,62.6,57.0,732,4.32,4.3,2.7 +38015,0.6,Ideal,I,SI2,61.8,55.0,1009,5.44,5.46,3.37 +20623,1.5,Good,I,VS2,61.3,61.0,8920,7.31,7.38,4.5 +19669,1.01,Ideal,D,VS2,62.6,55.0,8279,6.42,6.46,4.03 +35272,0.3,Ideal,G,IF,61.4,57.0,895,4.33,4.37,2.67 +49932,0.7,Ideal,H,SI1,62.0,55.0,2184,5.71,5.68,3.53 +45719,0.56,Ideal,E,SI1,62.7,57.0,1698,5.27,5.23,3.29 +34828,0.3,Ideal,H,VVS1,63.0,54.0,878,4.3,4.27,2.7 +105,0.8,Ideal,I,VS1,62.9,56.0,2760,5.94,5.87,3.72 +47597,0.79,Premium,G,SI2,60.8,58.0,1877,6.0,5.98,3.61 +8100,0.91,Good,E,VS2,63.1,58.0,4345,6.13,6.19,3.89 +47500,0.47,Ideal,H,IF,62.4,57.0,1865,4.97,5.0,3.11 +24403,1.51,Premium,E,SI1,58.3,59.0,12644,7.52,7.47,4.37 +52309,0.31,Ideal,D,SI1,61.9,57.0,548,4.36,4.39,2.71 +36428,0.31,Ideal,D,VS2,61.3,57.0,942,4.4,4.37,2.69 +44503,0.9,Premium,H,I1,58.8,62.0,1599,6.32,6.26,3.7 +22451,1.5,Good,H,VS2,63.6,58.0,10478,7.27,7.22,4.61 +49791,0.73,Premium,G,SI1,60.8,58.0,2163,5.82,5.85,3.55 +32919,0.42,Ideal,D,SI1,61.5,56.0,810,4.81,4.85,2.97 +24829,1.53,Very Good,G,VS2,58.9,59.0,13225,7.58,7.61,4.47 +53043,0.73,Ideal,H,SI1,61.5,55.0,2605,5.79,5.84,3.57 +46390,0.55,Ideal,E,VS1,61.5,57.0,1764,5.23,5.27,3.23 +45950,0.56,Ideal,F,VS2,61.3,54.0,1723,5.34,5.37,3.28 +31040,0.34,Ideal,D,VS1,62.6,56.0,749,4.49,4.52,2.82 +8948,1.19,Good,J,SI1,59.8,64.0,4498,6.94,6.9,4.14 +116,0.73,Ideal,F,VS2,62.7,53.0,2762,5.8,5.75,3.62 +34498,0.32,Ideal,F,VVS1,60.6,56.0,867,4.46,4.48,2.71 +52538,0.72,Ideal,E,SI2,62.5,55.0,2530,5.69,5.74,3.57 +52736,0.7,Very Good,F,VS2,61.7,57.0,2559,5.71,5.74,3.54 +46540,0.51,Ideal,E,VS2,60.9,56.0,1781,5.2,5.15,3.15 +5973,0.9,Very Good,F,SI1,62.3,55.0,3950,6.14,6.18,3.84 +8225,1.06,Premium,F,SI2,62.4,58.0,4372,6.5,6.54,4.07 +1019,0.75,Ideal,G,SI1,61.6,55.0,2902,5.82,5.86,3.6 +19325,1.51,Premium,F,SI1,62.0,57.0,8033,7.36,7.28,4.54 +2005,0.71,Premium,E,VS2,62.2,59.0,3101,5.79,5.76,3.59 +27688,1.7,Premium,G,VVS2,59.8,59.0,18718,7.7,7.75,4.62 +13830,1.25,Very Good,H,SI2,61.6,54.0,5637,6.85,6.95,4.25 +51793,0.7,Good,E,VS2,64.2,60.0,2415,5.64,5.58,3.6 +17631,1.28,Premium,H,VS2,61.2,60.0,7098,6.99,6.94,4.26 +53543,0.78,Fair,H,VS2,54.7,67.0,2691,6.25,6.15,3.4 +8586,1.01,Very Good,I,VS2,61.3,56.0,4438,6.53,6.45,3.98 +30970,0.38,Premium,I,SI1,60.5,58.0,746,4.72,4.67,2.84 +23021,0.3,Fair,E,VS2,66.7,59.0,630,4.23,4.05,2.78 +27887,0.3,Ideal,G,VVS2,60.7,58.0,655,4.34,4.36,2.64 +23641,1.51,Premium,F,SI1,60.9,61.0,11666,7.32,7.3,4.45 +48245,0.56,Good,E,VS1,59.8,61.0,1951,5.35,5.36,3.2 +43037,0.55,Ideal,I,VS2,61.8,55.0,1374,5.28,5.32,3.27 +51907,0.73,Ideal,E,SI2,60.4,56.0,2434,5.81,5.89,3.54 +2561,0.7,Premium,D,VVS2,61.5,60.0,3210,5.71,5.64,3.49 +49916,0.7,Premium,F,SI1,62.6,55.0,2184,5.65,4.5,3.0 +29014,0.34,Very Good,G,VS1,60.4,61.0,686,4.48,4.53,2.72 +5957,0.9,Very Good,F,SI1,62.5,62.0,3950,6.08,6.11,3.81 +52845,0.7,Ideal,D,SI2,62.1,56.0,2575,5.67,5.71,3.53 +48077,0.56,Premium,E,VS1,62.6,58.0,1930,5.23,5.28,3.29 +4461,1.01,Premium,H,SI2,60.1,58.0,3620,6.55,6.52,3.93 +50586,0.56,Ideal,F,VVS2,62.3,54.0,2281,5.29,5.34,3.31 +49647,0.3,Premium,H,SI1,59.5,62.0,540,4.35,4.32,2.58 +40341,0.33,Premium,D,VVS1,61.8,58.0,1129,4.4,4.43,2.73 +29072,0.34,Premium,D,VS2,59.3,59.0,687,4.55,4.59,2.71 +8860,1.13,Ideal,I,SI2,61.4,56.0,4481,6.69,6.71,4.12 +43879,0.46,Very Good,E,VS1,58.7,60.0,1452,5.08,5.15,3.0 +14674,1.0,Good,G,VS1,58.6,62.0,5921,6.5,6.53,3.82 +16540,1.0,Ideal,H,VVS2,62.9,55.0,6607,6.34,6.39,4.0 +3273,1.0,Ideal,E,I1,63.0,57.0,3360,6.35,6.32,3.99 +52553,0.58,Premium,E,VS2,61.5,58.0,2535,5.41,5.38,3.32 +6702,0.25,Very Good,E,VS2,59.7,61.0,409,4.08,4.1,2.44 +12223,1.0,Ideal,F,SI1,61.5,57.0,5197,6.41,6.46,3.96 +27915,0.34,Ideal,G,VS1,61.4,56.0,657,4.52,4.54,2.78 +23949,2.01,Very Good,J,SI1,61.6,60.0,12084,7.99,8.02,4.93 +40393,0.58,Ideal,I,SI1,62.2,54.0,1132,5.35,5.39,3.34 +301,0.77,Ideal,I,VS1,61.5,59.0,2798,5.87,5.91,3.62 +40943,0.27,Ideal,H,VS1,62.2,55.0,500,4.15,4.18,2.59 +22144,2.02,Ideal,I,SI2,62.6,56.0,10181,8.05,8.01,5.03 +42085,0.55,Premium,E,SI2,61.9,58.0,1273,5.24,5.2,3.23 +14715,0.3,Premium,H,VVS2,61.5,58.0,605,4.28,4.3,2.64 +37677,0.7,Fair,F,I1,70.8,56.0,992,5.38,5.33,3.79 +50313,0.7,Premium,F,SI1,61.2,59.0,2239,5.7,5.64,3.47 +13892,1.06,Ideal,F,SI1,62.1,57.0,5655,6.51,6.53,4.05 +25012,2.05,Premium,J,VS2,62.3,60.0,13543,8.09,8.15,5.06 +14515,1.14,Ideal,I,VS1,61.7,53.0,5863,6.75,6.77,4.17 +27899,0.4,Good,G,SI1,63.1,56.0,655,4.72,4.75,2.99 +51407,0.97,Ideal,J,I1,61.6,54.0,2370,6.34,6.28,3.89 +39739,0.7,Fair,G,I1,68.6,59.0,1092,5.45,5.31,3.7 +31986,0.3,Premium,F,VS2,61.4,60.0,776,4.3,4.27,2.63 +41086,0.41,Ideal,F,VVS2,61.9,55.0,1192,4.79,4.74,2.95 +23476,1.07,Very Good,E,IF,58.6,63.0,11475,6.7,6.79,3.95 +20553,2.0,Very Good,J,SI2,62.1,63.0,8870,7.96,7.85,4.91 +15565,1.26,Ideal,H,SI2,62.0,55.0,6239,6.9,6.97,4.29 +2008,0.72,Ideal,G,VS1,61.3,56.0,3102,5.77,5.82,3.55 +6904,0.82,Ideal,D,SI1,62.2,55.0,4135,5.97,5.99,3.72 +18479,1.25,Very Good,H,VS2,63.3,57.0,7525,6.87,6.82,4.33 +3399,0.3,Ideal,F,VS2,62.6,54.0,567,4.3,4.33,2.7 +23024,0.35,Ideal,E,SI2,61.4,56.0,630,4.55,4.51,2.78 +23152,1.02,Ideal,D,VVS2,62.0,56.0,11167,6.48,6.43,4.0 +26200,1.58,Ideal,E,VS2,62.7,56.0,15579,7.45,7.55,4.7 +9178,1.04,Premium,D,SI2,61.9,58.0,4543,6.54,6.49,4.03 +23388,0.3,Good,I,IF,63.3,56.0,631,4.21,4.26,2.68 +39791,0.32,Ideal,E,IF,61.9,56.0,1095,4.4,4.42,2.73 +5174,0.71,Ideal,E,VS2,61.9,55.0,3773,5.68,5.72,3.53 +19617,1.23,Ideal,G,VS2,62.4,57.0,8233,6.88,6.83,4.28 +30440,0.32,Very Good,G,VVS2,62.3,54.0,730,4.38,4.45,2.75 +9567,1.1,Ideal,J,SI2,60.1,57.0,4624,6.77,6.74,4.06 +46605,0.54,Ideal,D,SI1,61.5,56.0,1786,5.25,5.23,3.22 +31834,0.34,Ideal,G,VVS2,61.9,57.0,775,4.44,4.48,2.76 +2311,0.92,Premium,H,SI1,60.7,59.0,3165,6.34,6.25,3.82 +10514,0.9,Premium,F,VS2,62.4,58.0,4801,6.15,6.22,3.86 +15520,1.06,Very Good,G,VS2,59.4,59.0,6217,6.68,6.63,3.95 +52839,0.74,Premium,G,VS1,59.5,58.0,2574,5.95,5.89,3.52 +44008,0.3,Very Good,G,SI2,58.1,61.0,394,4.41,4.47,2.58 +34950,0.31,Ideal,I,SI2,61.0,56.0,379,4.39,4.43,2.69 +11161,1.02,Good,D,SI1,56.9,62.0,4948,6.64,6.69,3.79 +6061,1.0,Fair,D,SI2,66.5,59.0,3965,6.24,6.21,4.14 +30217,0.33,Ideal,E,VS2,62.3,55.0,723,4.43,4.46,2.77 +8700,0.9,Good,G,VS1,63.7,56.0,4460,6.15,6.07,3.89 +17496,1.01,Premium,D,VS2,60.4,58.0,7032,6.57,6.47,3.94 +191,0.71,Good,F,VS2,57.8,60.0,2777,5.87,5.9,3.4 +47732,0.7,Very Good,H,SI2,63.3,56.0,1890,5.64,5.68,3.58 +41826,0.48,Very Good,F,VS2,61.1,58.0,1251,5.05,5.11,3.11 +22528,1.62,Very Good,H,SI1,63.1,56.0,10567,7.38,7.51,4.7 +35426,0.32,Ideal,E,VS2,60.8,55.0,900,4.49,4.42,2.71 +31960,0.31,Ideal,I,VS2,61.6,55.0,452,4.38,4.42,2.71 +42021,0.46,Very Good,E,VS2,59.8,59.6,1267,5.07,5.14,3.05 +33966,0.34,Ideal,F,VVS2,62.0,54.2,846,4.47,4.49,2.78 +23773,1.61,Ideal,I,VS2,61.7,56.0,11826,7.52,7.62,4.67 +37022,0.33,Premium,G,VVS2,61.7,58.0,965,4.42,4.39,2.72 +21533,1.64,Very Good,H,SI2,60.7,59.0,9632,7.61,7.65,4.63 +41224,0.43,Premium,G,VVS1,60.3,58.0,1207,4.87,4.91,2.95 +13806,1.13,Very Good,H,VS2,61.7,56.0,5625,6.65,6.73,4.13 +32926,0.42,Ideal,D,SI1,61.9,57.0,810,4.77,4.82,2.97 +42841,0.41,Ideal,F,VVS1,60.7,56.0,1356,4.85,4.81,2.93 +4013,0.9,Good,F,SI2,63.1,56.0,3519,6.12,6.18,3.88 +16460,1.35,Premium,I,SI1,59.2,59.0,6577,7.24,7.18,4.27 +16965,1.1,Very Good,E,VS2,61.9,55.0,6776,6.61,6.67,4.11 +27198,2.33,Ideal,I,VS2,62.0,57.0,17504,8.52,8.45,5.26 +26182,2.01,Premium,H,VS2,61.1,61.0,15528,8.14,8.09,4.96 +53375,0.73,Ideal,G,SI1,60.7,56.0,2659,5.89,5.81,3.55 +34047,0.46,Ideal,F,SI2,62.1,54.7,851,4.95,4.98,3.08 +53568,0.56,Ideal,E,VVS2,60.9,56.0,2696,5.4,5.33,3.27 +10770,1.24,Premium,H,SI2,62.1,58.0,4854,6.92,6.88,4.28 +28144,0.3,Ideal,G,VVS2,62.6,53.0,665,4.31,4.35,2.71 +3390,0.31,Very Good,I,SI1,63.0,57.0,408,4.32,4.34,2.73 +32438,0.43,Ideal,F,SI1,61.6,57.0,792,4.8,4.85,2.97 +45303,0.3,Very Good,D,SI1,62.3,57.0,524,4.26,4.31,2.67 +21824,1.5,Very Good,D,SI1,63.4,63.0,9895,7.23,7.19,4.57 +22813,1.53,Ideal,E,SI1,62.0,58.0,10836,7.33,7.41,4.57 +38155,0.36,Premium,E,VS2,62.0,58.0,1013,4.56,4.54,2.82 +33411,0.28,Premium,E,VVS1,61.3,60.0,828,4.21,4.18,2.57 +596,0.82,Fair,F,SI1,64.9,58.0,2838,5.83,5.79,3.77 +52591,0.7,Very Good,H,VS1,62.3,57.0,2540,5.68,5.72,3.55 +30627,0.28,Ideal,I,VS1,62.4,54.0,448,4.18,4.19,2.61 +2963,1.07,Premium,G,SI2,62.5,59.0,3296,6.5,6.47,4.05 +3924,0.81,Ideal,H,VVS2,62.0,57.0,3497,5.93,5.97,3.69 +29662,0.35,Ideal,F,VS2,62.2,55.0,706,4.48,4.53,2.8 +36330,0.32,Ideal,G,VVS2,61.5,57.0,936,4.43,4.39,2.71 +23973,2.02,Premium,D,SI2,61.1,57.0,12108,8.12,8.05,4.94 +22746,1.12,Ideal,F,VVS2,61.3,57.0,10764,6.67,6.7,4.1 +7993,1.01,Premium,G,SI2,62.4,59.0,4327,6.39,6.34,3.97 +39892,0.42,Premium,F,VS1,61.8,59.0,1103,4.83,4.81,2.98 +5477,1.12,Good,I,SI2,64.3,60.0,3838,6.59,6.56,4.23 +8580,1.01,Good,E,SI2,60.7,62.0,4436,6.43,6.49,3.92 +16490,1.2,Premium,H,SI1,59.5,58.0,6588,7.02,6.97,4.16 +15290,1.66,Ideal,F,I1,62.1,58.0,6135,7.6,7.56,4.71 +31599,0.2,Very Good,E,VS2,63.4,59.0,367,3.74,3.71,2.36 +41544,0.52,Premium,G,SI2,61.4,56.0,1235,5.27,5.18,3.2 +28382,0.33,Very Good,I,VS1,63.2,57.0,668,4.4,4.37,2.77 +17198,1.21,Good,H,VS1,59.5,65.0,6871,6.88,6.84,4.08 +11277,1.2,Premium,H,SI2,62.8,61.0,4973,6.7,6.62,4.18 +15282,1.04,Ideal,H,VS2,62.2,57.0,6133,6.46,6.49,4.03 +50207,0.58,Ideal,F,VS1,61.9,56.0,2227,5.36,5.33,3.31 +8829,1.02,Premium,E,SI2,62.9,56.0,4478,6.43,6.36,4.02 +40219,0.4,Ideal,D,VS1,59.9,57.0,1123,4.77,4.82,2.87 +26277,1.52,Ideal,G,VVS2,60.6,57.0,15760,7.45,7.49,4.52 +11205,1.13,Ideal,H,SI1,62.0,57.0,4959,6.66,6.73,4.15 +39453,0.5,Very Good,E,SI2,63.0,57.0,1077,5.04,5.09,3.19 +11557,1.07,Premium,E,SI2,62.9,59.0,5033,6.55,6.46,4.09 +22220,1.51,Good,H,SI1,61.5,61.0,10277,7.29,7.34,4.5 +51542,0.78,Good,G,SI1,63.9,64.0,2386,5.82,5.7,3.68 +12065,1.04,Premium,D,SI2,59.8,58.0,5154,6.61,6.56,3.94 +39621,0.35,Premium,E,SI2,61.5,59.0,491,4.52,4.56,2.79 +33423,0.32,Ideal,H,VVS2,61.8,55.0,828,4.42,4.38,2.72 +36085,0.32,Ideal,F,VVS1,62.3,56.0,926,4.35,4.38,2.72 +53130,0.62,Premium,E,VVS2,62.0,56.0,2618,5.48,5.42,3.38 +22245,1.52,Premium,I,VS1,60.6,57.0,10300,7.51,7.44,4.53 +2306,0.79,Ideal,F,SI1,61.3,56.0,3163,5.96,6.01,3.67 +36735,0.32,Ideal,G,IF,61.8,55.0,954,4.41,4.43,2.73 +28831,0.41,Very Good,H,SI1,60.0,61.0,683,4.77,4.83,2.88 +30841,0.33,Premium,H,VS1,61.0,59.0,743,4.5,4.45,2.73 +13755,1.0,Good,F,VS2,64.2,58.0,5606,6.32,6.26,4.04 +13355,0.24,Very Good,E,VS2,62.1,58.0,419,4.0,4.02,2.49 +21105,1.7,Ideal,J,VS2,62.2,56.0,9276,7.64,7.61,4.74 +37612,0.24,Very Good,E,VVS1,61.5,59.0,485,3.99,4.01,2.46 +39222,0.38,Ideal,D,SI1,62.2,54.0,1066,4.69,4.65,2.9 +44353,0.56,Ideal,I,VVS1,62.0,57.0,1580,5.29,5.33,3.29 +21673,1.58,Good,H,SI1,63.1,58.0,9774,7.33,7.38,4.64 +25741,1.51,Very Good,F,VS1,59.6,63.0,14673,7.34,7.43,4.4 +38231,0.43,Ideal,H,VVS1,61.6,55.0,1017,4.85,4.89,3.0 +9675,1.13,Premium,G,SI2,61.5,59.0,4647,6.73,6.69,4.13 +37339,0.43,Ideal,E,VS2,62.0,57.0,981,4.82,4.85,3.0 +13564,1.16,Premium,H,SI1,61.2,57.0,5554,6.84,6.76,4.16 +9088,0.9,Very Good,D,SI1,63.0,58.0,4523,6.11,6.14,3.86 +21646,1.24,Premium,F,VS1,60.1,59.0,9738,6.99,7.02,4.21 +17060,0.32,Ideal,G,SI1,61.3,56.0,612,4.42,4.39,2.7 +24127,1.51,Very Good,I,IF,62.1,59.0,12291,7.25,7.31,4.52 +44011,0.51,Premium,G,VS2,61.2,60.0,1546,5.17,5.12,3.15 +1632,0.7,Premium,E,VS1,61.8,58.0,3016,5.71,5.75,3.54 +28183,0.37,Ideal,I,VS2,61.7,57.0,666,4.64,4.6,2.85 +49913,0.63,Ideal,F,VS2,61.2,56.0,2182,5.56,5.51,3.39 +7544,1.02,Good,D,SI2,57.7,64.0,4246,6.7,6.62,3.84 +12032,0.4,Good,I,SI1,63.9,57.0,596,4.66,4.7,2.99 +13416,1.2,Premium,H,SI2,62.4,57.0,5510,6.83,6.75,4.24 +9560,1.01,Very Good,H,SI1,62.6,61.0,4622,6.36,6.39,3.99 +27371,0.28,Ideal,E,VVS1,62.0,56.0,646,4.19,4.23,2.61 +16392,1.27,Ideal,F,VS2,62.8,56.0,6543,6.9,6.86,4.32 +15924,1.53,Good,J,SI2,64.1,58.0,6368,7.3,7.18,4.64 +8460,1.02,Good,E,SI2,64.2,59.0,4414,6.26,6.2,4.0 +2574,0.61,Ideal,E,VVS1,59.9,61.0,3212,5.5,5.55,3.31 +49120,0.7,Very Good,H,SI1,60.9,62.0,2066,5.67,5.72,3.47 +40018,0.42,Very Good,D,VS1,62.5,57.0,1109,4.75,4.85,3.0 +38414,0.35,Premium,E,VVS2,60.2,58.0,1024,4.66,4.61,2.79 +3024,0.73,Premium,D,VS2,59.8,58.0,3308,5.85,5.89,3.51 +32955,0.24,Very Good,E,VS2,61.7,57.0,461,3.99,4.02,2.47 +47876,0.52,Very Good,G,VVS2,61.8,59.0,1911,5.13,5.16,3.18 +10925,1.04,Premium,I,VS1,61.6,56.0,4892,6.59,6.52,4.04 +10416,0.99,Very Good,E,SI2,61.8,59.0,4780,6.3,6.33,3.9 +11914,1.07,Premium,H,SI1,60.0,60.0,5123,6.65,6.61,3.98 +28560,0.3,Ideal,H,VS1,61.4,54.0,675,4.37,4.33,2.67 +7124,0.97,Premium,H,SI1,61.9,60.0,4172,6.37,6.3,3.92 +11254,1.01,Very Good,F,SI1,62.1,57.0,4969,6.41,6.48,4.0 +35372,0.41,Premium,G,VS1,62.6,58.0,899,4.7,4.75,2.96 +9131,1.08,Ideal,H,SI2,61.0,57.0,4536,6.64,6.6,4.04 +38992,0.5,Very Good,I,SI1,62.8,60.0,1054,5.04,5.08,3.18 +8805,1.01,Very Good,H,SI2,63.5,58.0,4475,6.29,6.37,4.02 +48981,0.34,Ideal,H,VS2,60.5,56.0,537,4.54,4.58,2.76 +28251,0.33,Premium,F,VS2,60.8,58.0,666,4.44,4.47,2.71 +3023,0.9,Ideal,I,SI1,60.8,57.0,3308,6.22,6.25,3.79 +31870,0.3,Premium,H,VVS2,62.4,58.0,776,4.3,4.26,2.67 +43602,0.31,Very Good,E,SI1,61.2,58.0,507,4.34,4.38,2.67 +30540,0.31,Ideal,D,VS2,61.9,56.0,734,4.34,4.38,2.7 +49801,0.7,Very Good,E,SI1,63.2,61.0,2164,5.61,5.49,3.51 +23447,1.58,Ideal,I,VVS1,61.9,55.0,11435,7.47,7.51,4.64 +4079,0.31,Ideal,D,SI1,61.4,55.0,571,4.35,4.38,2.68 +7135,1.01,Ideal,J,SI2,61.9,55.0,4174,6.5,6.43,4.01 +5715,0.25,Very Good,E,VVS2,60.2,59.0,575,4.07,4.14,2.47 +17600,1.3,Very Good,I,VS2,61.8,56.0,7087,6.98,7.04,4.33 +33782,0.32,Very Good,G,VVS1,61.9,58.0,842,4.36,4.39,2.71 +8638,0.93,Good,G,SI1,63.8,58.0,4452,6.09,6.14,3.9 +29338,0.31,Premium,H,VS1,62.4,58.0,698,4.34,4.28,2.69 +44941,0.62,Premium,F,SI1,61.3,60.0,1633,5.48,5.45,3.35 +43377,0.54,Ideal,F,SI2,61.2,57.0,1409,5.25,5.23,3.21 +4796,1.2,Fair,H,SI2,65.6,57.0,3696,6.73,6.57,4.36 +17845,1.36,Good,F,SI1,57.5,60.0,7197,7.36,7.31,4.22 +53553,0.7,Ideal,E,VS2,62.5,55.0,2693,5.73,5.7,3.57 +21812,1.66,Premium,J,VVS2,62.6,59.0,9882,7.54,7.58,4.73 +16317,1.08,Ideal,G,VS2,62.5,56.0,6530,6.57,6.54,4.1 +51970,0.26,Ideal,H,IF,61.2,57.0,545,4.13,4.16,2.53 +51704,0.7,Very Good,F,VS2,62.1,58.0,2400,5.68,5.72,3.54 +36199,0.42,Ideal,F,SI1,61.5,55.0,931,4.82,4.84,2.97 +45675,0.52,Premium,E,VS2,61.6,59.0,1694,5.16,5.14,3.17 +26615,1.8,Ideal,F,SI1,61.8,57.0,16364,7.79,7.83,4.83 +50273,0.7,Very Good,E,SI1,62.8,56.0,2239,5.69,5.72,3.58 +32003,0.26,Ideal,D,VVS2,61.4,55.0,777,4.1,4.17,2.54 +34762,0.41,Ideal,E,SI2,60.7,57.0,876,4.85,4.81,2.93 +16990,1.03,Very Good,G,VS2,62.2,57.0,6786,6.43,6.46,4.01 +37794,0.38,Ideal,E,VS1,61.6,56.0,1000,4.62,4.66,2.86 +408,0.31,Very Good,F,SI1,61.8,58.0,555,4.32,4.35,2.68 +29436,0.38,Very Good,H,VS2,62.8,55.0,700,4.64,4.66,2.92 +47114,0.65,Very Good,I,VVS2,61.3,59.3,1828,5.52,5.59,3.4 +15396,1.08,Very Good,G,VS2,62.0,57.0,6168,6.52,6.55,4.05 +21919,1.5,Ideal,F,SI2,62.9,55.0,9996,7.28,7.26,4.57 +34694,0.3,Ideal,F,IF,60.0,59.0,873,4.37,4.39,2.63 +18210,1.03,Ideal,G,VS1,61.2,57.0,7391,6.5,6.54,3.99 +39024,0.43,Ideal,D,VS2,62.0,55.0,1056,4.81,4.86,3.0 +47425,0.51,Ideal,E,VS1,61.8,56.0,1851,5.17,5.19,3.2 +47166,0.46,Ideal,E,VS1,61.9,55.0,1834,4.94,4.97,3.06 +1508,0.71,Very Good,F,VS2,59.6,56.0,2994,5.84,5.88,3.49 +26904,2.01,Very Good,H,SI1,62.6,59.0,16901,7.95,7.98,4.99 +16074,1.21,Ideal,I,VS1,62.2,54.5,6418,6.81,6.86,4.25 +41517,0.44,Ideal,D,VS1,61.1,56.0,1235,4.91,4.95,3.01 +21521,1.5,Good,H,VS2,64.0,58.0,9620,7.14,7.17,4.58 +26408,1.0,Good,D,IF,63.3,59.0,15928,6.33,6.37,4.02 +33635,0.37,Ideal,E,SI1,61.9,56.0,833,4.6,4.57,2.84 +26526,2.3,Ideal,I,SI2,61.8,57.0,16181,8.45,8.48,5.23 +28170,0.28,Ideal,F,VS1,62.0,53.0,665,4.23,4.26,2.63 +7227,1.04,Ideal,H,SI2,60.3,56.0,4193,6.61,6.58,3.98 +41238,0.33,Premium,E,IF,60.8,58.0,1207,4.49,4.46,2.72 +22541,3.02,Fair,I,I1,65.2,56.0,10577,9.11,9.02,5.91 +23972,1.51,Very Good,H,VS2,62.4,55.6,12108,7.28,7.33,4.56 +18598,1.09,Premium,F,VS1,61.3,60.0,7588,6.67,6.61,4.07 +1411,0.75,Very Good,E,SI1,60.2,60.0,2968,5.89,5.93,3.56 +51414,0.52,Ideal,E,VVS2,61.9,55.0,2371,5.15,5.19,3.2 +44771,0.42,Ideal,D,VVS1,62.8,56.0,1621,4.8,4.76,3.0 +32632,0.28,Good,E,VS1,63.1,55.0,458,4.15,4.18,2.63 +23521,2.01,Good,J,VS1,63.7,59.0,11526,7.93,7.86,5.03 +8646,1.06,Premium,F,SI2,62.4,58.0,4452,6.54,6.5,4.07 +26559,1.63,Ideal,G,VS1,61.5,57.0,16241,7.58,7.6,4.67 +30545,0.31,Ideal,E,VS1,61.6,56.0,734,4.35,4.38,2.69 +53808,0.72,Very Good,G,VS2,63.1,57.0,2732,5.74,5.71,3.61 +28755,0.31,Ideal,E,VS2,61.0,56.0,680,4.34,4.38,2.66 +12466,1.03,Ideal,D,SI1,62.3,56.0,5249,6.51,6.45,4.04 +2469,0.75,Ideal,E,VS2,60.2,57.0,3192,5.93,5.9,3.56 +31457,0.34,Good,E,SI1,63.9,56.0,765,4.48,4.44,2.85 +11759,1.02,Ideal,H,SI1,59.9,56.0,5079,6.54,6.51,3.91 +4900,1.01,Premium,J,VS2,61.0,61.0,3722,6.28,6.22,3.81 +46355,0.5,Ideal,G,VVS2,62.2,56.0,1760,5.02,5.11,3.15 +29649,0.35,Ideal,F,VS2,60.8,57.0,706,4.52,4.56,2.76 +44654,0.35,Ideal,G,SI1,61.3,56.0,522,4.54,4.56,2.79 +17428,1.1,Ideal,G,VS1,61.5,57.0,6984,6.62,6.65,4.08 +32005,0.42,Ideal,G,SI1,62.2,53.0,777,4.85,4.86,3.02 +43374,0.71,Fair,J,SI2,65.5,61.0,1409,5.54,5.49,3.61 +15696,0.29,Ideal,G,VVS1,62.3,55.0,607,4.25,4.29,2.66 +34274,0.28,Ideal,H,VS2,62.5,54.0,467,4.2,4.22,2.63 +30793,0.3,Ideal,E,VVS2,60.8,57.0,742,4.33,4.35,2.64 +21052,0.31,Premium,G,VS1,62.2,58.0,625,4.34,4.38,2.71 +48310,0.33,Very Good,H,SI2,63.5,57.0,534,4.39,4.36,2.78 +38962,0.31,Ideal,I,VS1,61.6,55.0,489,4.34,4.36,2.68 +42654,0.4,Premium,G,IF,60.8,58.0,1333,4.73,4.77,2.89 +23289,2.08,Good,I,SI2,57.0,63.0,11313,8.49,8.45,4.83 +52174,0.7,Premium,E,SI2,60.4,59.0,2475,5.75,5.7,3.46 +6937,0.93,Premium,D,SI2,62.6,57.0,4140,6.26,6.2,3.9 +36549,0.4,Premium,F,SI1,62.2,57.0,945,4.72,4.67,2.92 +26108,2.24,Premium,I,SI2,61.9,58.0,15375,8.29,8.36,5.15 +22375,0.31,Ideal,H,VS2,63.0,57.0,628,4.34,4.32,2.73 +39088,0.51,Good,H,SI2,56.7,60.0,1060,5.38,5.35,3.04 +12668,1.16,Ideal,I,VS2,61.5,57.0,5302,6.78,6.75,4.16 +30748,0.38,Very Good,E,VS2,61.2,56.0,740,4.67,4.71,2.87 +9608,1.02,Premium,G,SI1,62.3,59.0,4633,6.4,6.44,4.0 +15897,1.22,Premium,H,SI1,61.9,56.0,6354,6.89,6.84,4.25 +6335,1.0,Premium,H,SI2,61.0,57.0,4032,6.51,6.4,3.94 +4026,0.7,Ideal,H,VVS1,60.3,56.0,3524,5.77,5.82,3.49 +25813,2.19,Very Good,I,SI1,62.6,58.0,14819,8.24,8.33,5.19 +1522,0.72,Ideal,H,VS1,61.4,56.0,2998,5.79,5.81,3.56 +832,0.8,Premium,H,VS2,61.2,53.0,2867,6.05,5.98,3.68 +32637,0.25,Ideal,G,VS2,61.4,57.0,459,4.08,4.1,2.51 +10678,1.21,Premium,J,VS2,59.9,59.0,4841,6.92,6.86,4.13 +19238,1.01,Very Good,G,IF,60.0,61.0,7974,6.41,6.45,3.86 +4794,1.1,Premium,J,VS2,61.2,57.0,3696,6.66,6.61,4.06 +10867,1.01,Very Good,H,SI1,60.0,58.0,4876,6.54,6.6,3.94 +11590,1.21,Fair,H,VS2,64.5,56.0,5041,6.7,6.66,4.31 +50177,0.55,Ideal,E,VS1,61.5,56.0,2220,5.26,5.29,3.24 +33211,0.27,Premium,F,IF,61.7,57.0,820,4.21,4.12,2.57 +51372,0.85,Ideal,J,SI1,62.3,55.0,2366,6.1,6.06,3.79 +11700,1.29,Very Good,J,VS2,61.3,60.0,5068,6.96,6.98,4.27 +44000,0.3,Ideal,J,VS1,59.7,57.0,394,4.37,4.4,2.62 +35546,0.35,Premium,F,VS2,61.1,62.0,906,4.54,4.5,2.76 +24210,1.72,Very Good,I,VVS2,62.7,58.0,12396,7.54,7.6,4.75 +36327,0.32,Ideal,G,VVS2,62.4,56.0,936,4.42,4.4,2.75 +33021,0.33,Ideal,E,VVS2,61.2,56.0,814,4.44,4.48,2.73 +13014,1.0,Good,F,VS2,64.4,56.0,5407,6.23,6.28,4.03 +24440,2.04,Ideal,J,SI1,62.6,55.0,12696,8.08,8.12,5.07 +24779,2.02,Good,H,SI2,59.0,61.0,13144,8.26,8.31,4.89 +5399,0.3,Premium,D,SI2,61.4,59.0,574,4.31,4.26,2.63 +38456,0.51,Good,G,SI2,63.6,54.0,1029,5.05,5.08,3.22 +33477,0.32,Ideal,F,VS2,61.5,55.0,828,4.42,4.4,2.71 +9946,1.01,Ideal,E,SI2,62.0,56.0,4694,6.46,6.42,3.99 +34882,0.4,Very Good,E,VS2,62.0,60.0,879,4.67,4.69,2.9 +39554,0.32,Ideal,G,VVS1,60.8,56.0,1080,4.44,4.37,2.68 +16114,1.58,Ideal,I,SI2,62.3,57.0,6441,7.42,7.34,4.6 +35899,0.32,Ideal,G,IF,62.1,55.0,918,4.4,4.46,2.75 +53663,0.73,Very Good,G,VS1,61.0,60.0,2708,5.76,5.84,3.54 +42968,0.53,Very Good,G,SI1,60.2,57.0,1367,5.22,5.28,3.16 +7223,1.04,Very Good,I,SI1,63.2,54.0,4193,6.49,6.42,4.08 +4756,1.12,Ideal,I,SI2,62.4,57.0,3688,6.69,6.62,4.15 +42207,0.52,Very Good,D,SI2,61.7,56.0,1289,5.14,5.17,3.18 +3602,0.91,Ideal,G,SI2,62.2,57.0,3425,6.18,6.24,3.86 +6371,0.32,Very Good,H,SI1,63.1,55.0,576,4.37,4.34,2.75 +43616,0.34,Good,G,SI1,63.9,58.0,507,4.4,4.43,2.82 +28437,0.3,Ideal,E,VS1,62.1,58.0,670,4.27,4.3,2.66 +40865,0.52,Very Good,H,SI1,59.3,59.0,1175,5.25,5.28,3.12 +26413,1.7,Very Good,G,VS2,63.1,57.0,15937,7.53,7.62,4.78 +15960,1.1,Premium,G,VS2,62.8,58.0,6387,6.6,6.58,4.14 +46203,0.98,Fair,G,I1,68.0,63.0,1749,6.13,6.02,4.13 +49126,0.56,Ideal,D,VS2,60.6,56.0,2066,5.37,5.33,3.24 +30330,0.36,Ideal,G,VS1,61.6,56.0,726,4.56,4.59,2.82 +26199,1.02,Ideal,D,IF,63.0,57.0,15575,6.39,6.35,4.01 +12715,0.26,Ideal,E,VVS2,62.0,56.0,599,4.1,4.13,2.55 +1893,0.79,Ideal,E,SI1,62.9,55.0,3075,5.93,5.86,3.71 +552,0.97,Ideal,F,I1,60.7,56.0,2830,6.41,6.43,3.9 +6776,0.81,Ideal,H,IF,61.6,58.0,4111,5.98,6.01,3.69 +27659,2.01,Good,G,SI1,60.3,60.0,18625,8.07,8.18,4.9 +30605,0.3,Very Good,D,SI2,62.2,59.0,447,4.25,4.3,2.66 +23841,1.51,Very Good,G,VS2,62.8,57.0,11923,7.25,7.3,4.57 +50810,0.7,Very Good,E,SI2,63.2,61.0,2307,5.62,5.59,3.54 +47318,0.23,Very Good,E,VVS2,60.9,59.0,530,3.96,3.99,2.42 +49002,0.67,Premium,G,VS2,61.0,57.0,2050,5.68,5.63,3.45 +9182,1.08,Very Good,G,SI2,62.9,59.0,4544,6.53,6.57,4.12 +14887,1.28,Ideal,G,SI2,61.4,57.0,5995,6.99,6.96,4.28 +46842,0.67,Good,G,SI1,62.9,59.0,1811,5.58,5.62,3.52 +44226,0.54,Ideal,E,SI1,61.7,56.0,1571,5.27,5.24,3.24 +44717,0.61,Premium,I,VS1,60.0,61.0,1614,5.53,5.5,3.31 +27275,1.52,Premium,D,VS1,61.0,59.0,17723,7.48,7.53,4.5 +52999,0.78,Ideal,E,SI2,61.2,54.0,2596,5.96,6.0,3.66 +17013,1.15,Very Good,H,VVS2,58.8,58.0,6793,6.87,6.9,4.05 +45545,0.51,Premium,D,SI1,60.1,60.0,1687,5.17,5.15,3.1 +40474,0.64,Good,F,I1,57.3,64.0,1140,5.75,5.69,3.28 +39437,0.41,Ideal,D,VS2,61.7,56.0,1076,4.81,4.78,2.96 +4298,0.95,Very Good,E,SI2,58.7,63.0,3590,6.37,6.43,3.76 +15605,1.38,Ideal,J,SI1,61.8,56.0,6260,7.17,7.14,4.42 +16342,2.21,Premium,H,I1,62.2,58.0,6535,8.31,8.27,5.16 +16643,1.1,Premium,G,VS2,61.2,62.0,6653,6.64,6.6,4.05 +2957,0.82,Premium,E,SI1,62.5,56.0,3295,6.01,5.96,3.74 +52362,0.71,Very Good,I,SI1,60.0,56.0,2502,5.86,5.83,3.51 +38245,0.32,Ideal,E,IF,62.9,54.0,1018,4.37,4.41,2.76 +44220,0.57,Ideal,F,SI1,61.6,57.0,1571,5.37,5.34,3.3 +18042,0.3,Good,E,VS2,63.4,56.0,614,4.26,4.29,2.71 +43239,0.56,Ideal,D,SI2,61.0,57.0,1399,5.3,5.34,3.24 +12262,1.16,Ideal,I,VS2,61.5,57.0,5207,6.75,6.78,4.16 +12144,1.01,Very Good,F,SI1,61.0,57.0,5174,6.44,6.54,3.96 +32327,0.3,Premium,E,VVS2,61.5,60.0,789,4.28,4.31,2.64 +36822,0.7,Fair,G,I1,66.7,55.0,956,5.64,5.49,3.71 +27421,2.32,Fair,H,SI1,62.0,62.0,18026,8.47,8.31,5.2 +31345,0.27,Ideal,F,VVS2,62.0,55.0,760,4.14,4.16,2.57 +20958,1.25,Premium,G,VS1,61.8,58.0,9173,6.94,6.91,4.28 +39686,0.4,Premium,F,VVS2,60.7,58.0,1088,4.7,4.75,2.87 +3185,1.02,Good,I,SI2,57.1,62.0,3342,6.66,6.58,3.78 +50426,1.07,Premium,I,I1,59.8,59.0,2260,6.68,6.62,3.98 +42585,0.45,Ideal,D,VS1,62.3,56.0,1330,4.88,4.91,3.05 +21642,1.11,Ideal,G,VVS2,61.8,56.0,9734,6.66,6.69,4.12 +46557,0.51,Ideal,E,VS2,61.8,57.0,1781,5.15,5.14,3.18 +19328,1.19,Ideal,G,VS1,61.9,55.0,8034,6.81,6.87,4.22 +38682,0.3,Ideal,F,VVS1,61.4,56.0,1041,4.33,4.37,2.67 +32361,0.3,Premium,G,VVS1,61.7,58.0,789,4.26,4.3,2.64 +53116,0.7,Very Good,E,SI1,63.2,57.0,2617,5.6,5.67,3.56 +41777,0.42,Very Good,E,VS1,62.8,57.8,1247,4.8,4.83,3.03 +46798,0.7,Very Good,D,SI2,63.1,58.0,1806,5.63,5.57,3.53 +18999,1.07,Ideal,H,VVS2,61.3,57.0,7821,6.6,6.62,4.05 +12651,1.22,Ideal,G,SI2,62.3,57.0,5296,6.85,6.8,4.25 +11582,1.25,Premium,I,SI2,61.0,60.0,5040,6.98,6.93,4.24 +17199,1.0,Ideal,E,VS2,62.9,55.0,6871,6.4,6.36,4.01 +9245,1.01,Premium,H,VS2,61.9,62.0,4559,6.45,6.37,3.97 +22738,1.54,Premium,H,VS2,61.9,61.0,10758,7.41,7.33,4.56 +40501,0.37,Premium,D,VVS1,61.4,58.0,1142,4.65,4.63,2.85 +30603,0.3,Premium,D,SI2,62.3,58.0,447,4.29,4.32,2.68 +17604,1.72,Premium,F,I1,60.5,59.0,7089,7.8,7.71,4.69 +50635,0.23,Very Good,F,VS2,63.4,56.0,402,3.84,3.89,2.45 +22413,1.19,Ideal,F,VVS2,61.7,56.0,10436,6.82,6.85,4.22 +20590,1.71,Very Good,I,SI2,62.7,58.0,8896,7.59,7.54,4.74 +18716,0.27,Very Good,E,VVS1,62.6,58.0,620,4.11,4.16,2.59 +6123,1.02,Very Good,F,SI2,61.1,62.0,3984,6.49,6.54,3.98 +15557,0.9,Ideal,G,VVS1,62.9,56.0,6237,6.11,6.19,3.87 +6431,1.02,Premium,D,SI2,62.3,58.0,4044,6.42,6.37,3.99 +7723,0.26,Premium,E,VS2,62.1,56.0,580,4.13,4.11,2.56 +37678,0.7,Fair,F,I1,66.5,62.0,992,5.54,5.49,3.67 +52267,0.71,Ideal,F,SI1,61.3,56.0,2491,5.73,5.79,3.53 +20801,1.2,Ideal,F,VS1,62.9,53.0,9032,6.86,6.81,4.3 +27019,2.22,Good,I,SI1,57.8,58.0,17151,8.58,8.54,4.95 +18367,0.37,Ideal,F,SI1,62.4,54.0,616,4.6,4.63,2.88 +38560,0.45,Premium,I,VS1,62.3,58.0,1035,4.86,4.84,3.02 +28498,0.3,Ideal,F,VS1,62.4,56.0,673,4.3,4.32,2.68 +15380,0.38,Very Good,I,VS1,60.1,60.0,606,4.66,4.72,2.82 +26050,1.59,Premium,E,VS2,62.3,59.0,15249,7.43,7.38,4.61 +3912,0.8,Ideal,G,VS2,62.1,57.0,3494,5.95,6.0,3.71 +26456,2.53,Ideal,J,SI2,61.5,53.0,15993,8.78,8.74,5.39 +3276,0.51,Premium,F,SI1,62.7,62.0,3360,5.09,4.96,3.15 +16155,1.04,Premium,F,VS2,60.1,59.0,6458,6.61,6.56,3.96 +26114,1.36,Ideal,F,VVS1,61.3,57.0,15386,7.23,7.13,4.4 +30115,0.32,Ideal,G,VS2,61.8,55.0,720,4.43,4.41,2.73 +32008,0.37,Ideal,E,SI1,61.4,56.0,777,4.65,4.6,2.84 +18306,1.05,Ideal,G,VS1,62.8,58.0,7440,6.44,6.48,4.06 +48027,0.71,Good,I,SI2,61.3,63.0,1922,5.66,5.7,3.48 +20902,1.55,Ideal,I,SI1,62.3,54.8,9117,7.37,7.39,4.61 +22233,1.55,Ideal,I,VS1,61.2,55.0,10286,7.49,7.47,4.58 +45381,0.5,Ideal,H,SI1,61.3,54.0,1666,5.12,5.16,3.15 +35900,0.32,Ideal,G,IF,61.3,54.0,918,4.41,4.47,2.72 +37701,0.5,Fair,F,SI1,66.5,59.0,994,5.01,4.91,3.3 +17235,0.9,Very Good,E,VVS2,63.7,57.0,6892,6.1,6.12,3.89 +43657,0.53,Premium,G,VS2,59.9,60.0,1435,5.28,5.24,3.15 +35613,0.3,Good,I,VS1,63.3,59.0,473,4.2,4.23,2.67 +21095,1.27,Ideal,G,VS1,59.6,57.0,9262,7.06,7.09,4.22 +8639,0.9,Ideal,G,SI1,62.3,58.0,4452,6.17,6.22,3.86 +47216,0.5,Premium,H,VVS1,62.5,58.0,1838,5.1,5.05,3.17 +25930,1.66,Good,G,VS2,63.2,56.0,15091,7.49,7.61,4.77 +29263,0.31,Premium,G,VS2,60.9,58.0,698,4.38,4.35,2.66 +27857,0.3,Ideal,F,VS1,62.2,54.4,652,4.3,4.33,2.68 +40876,0.5,Very Good,I,VS2,61.7,58.0,1176,5.08,5.13,3.15 +13551,1.01,Ideal,H,VS1,59.8,59.0,5550,6.52,6.56,3.91 +12589,1.37,Premium,J,SI2,61.9,59.0,5284,7.1,7.05,4.38 +31894,0.3,Premium,G,VS1,61.9,59.0,776,4.32,4.3,2.67 +24706,0.32,Ideal,F,VS1,61.5,56.0,639,4.4,4.44,2.72 +4930,1.11,Very Good,J,VS2,63.2,59.0,3730,6.55,6.46,4.11 +34231,0.4,Premium,E,SI2,61.4,59.0,855,4.75,4.7,2.9 +14754,1.0,Ideal,E,SI1,61.7,55.0,5938,6.44,6.49,3.99 +15688,1.3,Very Good,I,VS2,62.7,57.0,6290,6.88,6.9,4.32 +5628,0.71,Premium,D,VVS2,60.4,59.0,3877,5.73,5.69,3.45 +51760,0.7,Ideal,E,SI1,62.4,55.0,2407,5.69,5.64,3.54 +26743,2.47,Premium,J,SI2,59.4,59.0,16532,8.85,8.79,5.24 +5386,0.34,Ideal,F,SI2,60.1,56.0,574,4.55,4.54,2.73 +25429,1.55,Ideal,G,VS1,62.0,57.0,14174,7.37,7.42,4.58 +51552,0.52,Ideal,G,IF,61.7,56.0,2387,5.19,5.15,3.19 +53669,0.71,Very Good,F,VS2,61.3,56.0,2709,5.7,5.76,3.51 +4563,0.91,Premium,E,SI2,61.0,58.0,3644,6.31,6.27,3.84 +30607,0.34,Good,F,SI2,63.5,56.0,447,4.44,4.48,2.83 +39685,0.4,Ideal,F,VVS2,61.7,56.0,1088,4.72,4.74,2.92 +17836,1.02,Ideal,G,VS1,61.3,56.0,7192,6.49,6.53,3.99 +15475,1.05,Ideal,D,SI1,60.7,60.0,6196,6.52,6.56,3.97 +10503,1.02,Ideal,H,VVS2,60.9,57.0,4798,6.49,6.44,3.94 +33263,0.3,Ideal,E,VVS1,59.5,60.0,826,4.36,4.38,2.6 +29358,0.31,Premium,G,VS2,61.5,60.0,698,4.34,4.31,2.66 +48560,0.71,Ideal,E,SI2,62.6,55.0,1991,5.72,5.68,3.57 +13691,1.01,Premium,E,SI1,62.8,57.0,5599,6.41,6.37,4.01 +49749,0.63,Ideal,E,VS2,62.1,56.0,2156,5.54,5.51,3.43 +37593,0.24,Very Good,E,VVS2,63.9,53.0,485,3.93,3.96,2.52 +30457,0.3,Premium,F,VS1,61.0,58.0,731,4.36,4.33,2.65 +23228,1.1,Ideal,F,IF,62.0,57.0,11233,6.65,6.57,4.1 +36298,0.34,Premium,H,SI1,60.2,58.0,477,4.48,4.52,2.71 +25085,1.88,Very Good,I,VS2,62.2,57.0,13607,7.79,7.86,4.87 +40975,0.5,Ideal,G,SI2,60.7,56.0,1180,5.13,5.18,3.13 +47822,0.72,Ideal,J,VS2,60.8,59.0,1904,5.76,5.81,3.52 +32899,0.3,Very Good,I,IF,63.3,57.0,810,4.3,4.23,2.7 +22221,1.55,Premium,H,SI1,61.8,59.0,10277,7.45,7.38,4.58 +46597,0.54,Ideal,F,VS2,62.2,57.0,1786,5.24,5.21,3.25 +36368,0.39,Ideal,F,VS1,61.7,56.1,939,4.65,4.7,2.89 +26930,1.73,Premium,G,VS2,62.9,58.0,16960,7.65,7.58,4.79 +7363,1.0,Good,D,SI2,57.8,58.0,4218,6.55,6.61,3.8 +30912,0.34,Ideal,E,VS2,62.2,55.0,745,4.48,4.49,2.79 +36264,0.37,Ideal,H,IF,61.4,55.0,936,4.63,4.66,2.85 +29120,0.34,Good,H,VS1,64.0,58.0,689,4.49,4.45,2.86 +29899,0.3,Ideal,D,VS2,62.5,57.0,710,4.25,4.29,2.67 +46564,0.53,Ideal,D,VS2,61.0,56.0,1783,5.29,5.26,3.22 +42778,0.5,Very Good,H,VS2,62.6,56.0,1349,4.99,5.11,3.16 +6609,0.9,Very Good,H,VS2,63.3,59.0,4082,6.05,6.01,3.82 +46238,0.56,Ideal,D,VS2,62.7,57.0,1753,5.25,5.28,3.3 +195,0.7,Premium,E,SI1,61.2,57.0,2777,5.73,5.68,3.49 +9681,1.0,Ideal,H,SI2,62.0,56.0,4649,6.38,6.43,3.97 +2916,1.04,Good,J,VS2,58.2,64.0,3285,6.64,6.53,3.85 +7144,1.11,Very Good,E,SI2,61.7,63.0,4177,6.65,6.54,4.07 +674,0.76,Premium,D,SI1,61.1,59.0,2847,5.93,5.88,3.61 +33386,0.32,Ideal,E,VVS1,62.2,55.0,827,4.37,4.41,2.73 +44849,0.7,Fair,I,SI2,65.9,58.0,1625,5.46,5.5,3.61 +46840,0.57,Ideal,D,SI1,61.4,55.0,1810,5.35,5.34,3.28 +8442,1.05,Ideal,H,SI2,61.2,57.0,4410,6.62,6.55,4.03 +35841,0.4,Ideal,F,SI1,59.8,57.0,916,4.82,4.85,2.89 +8957,1.14,Good,G,SI2,63.7,58.0,4501,6.62,6.54,4.19 +24202,1.5,Ideal,F,SI1,61.8,56.0,12389,7.27,7.34,4.52 +20536,1.11,Ideal,G,VVS2,61.8,57.0,8858,6.67,6.64,4.11 +27595,2.0,Ideal,H,SI1,63.9,54.0,18440,7.92,8.0,5.1 +27879,0.42,Ideal,I,SI1,62.3,54.0,654,4.82,4.84,3.01 +12829,1.0,Premium,F,VS2,61.3,59.0,5347,6.39,6.35,3.9 +28690,0.26,Very Good,F,VVS1,60.8,58.0,679,4.11,4.18,2.52 +38069,0.3,Premium,F,IF,61.6,58.0,1013,4.35,4.32,2.67 +51044,0.7,Good,H,VS2,63.9,59.0,2330,5.6,5.64,3.59 +20533,1.51,Very Good,I,SI1,59.3,59.0,8856,7.49,7.59,4.47 +43036,0.4,Ideal,G,VVS1,61.7,55.0,1374,4.73,4.76,2.93 +37748,0.43,Very Good,G,VS1,59.3,58.0,998,4.97,5.02,2.96 +5373,0.3,Premium,D,SI2,61.8,58.0,574,4.32,4.29,2.66 +45966,0.34,Ideal,H,SI1,61.3,57.0,526,4.54,4.55,2.78 +33733,0.39,Ideal,E,VS2,60.9,55.0,839,4.73,4.76,2.89 +34002,0.42,Very Good,G,VS2,60.1,61.0,847,4.79,4.86,2.9 +12473,1.08,Premium,H,VS2,62.4,58.0,5250,6.56,6.49,4.07 +48589,0.54,Premium,D,VS2,61.7,58.0,1993,5.24,5.16,3.21 +7585,0.93,Very Good,F,SI1,59.8,58.0,4256,6.32,6.39,3.8 +18713,0.27,Very Good,F,VVS1,62.0,58.0,620,4.18,4.21,2.6 +5999,0.9,Ideal,E,SI2,61.9,54.0,3958,6.23,6.18,3.84 +26902,2.03,Ideal,H,SI1,64.4,54.0,16900,7.97,7.92,5.12 +7092,1.01,Very Good,I,SI1,62.9,58.0,4166,6.34,6.37,4.0 +52423,1.3,Fair,H,I1,64.4,57.0,2512,6.93,6.86,4.44 +20334,1.5,Ideal,G,SI2,62.0,57.0,8736,7.31,7.26,4.52 +48474,0.56,Ideal,E,VS1,61.0,57.0,1978,5.32,5.34,3.25 +29486,0.32,Ideal,E,VS2,61.7,56.0,702,4.41,4.44,2.73 +11551,1.07,Ideal,H,SI1,60.9,57.0,5031,6.61,6.68,4.05 +19064,1.01,Very Good,G,VVS2,60.8,59.0,7847,6.42,6.5,3.93 +46443,0.6,Ideal,H,VS1,62.0,53.0,1772,5.44,5.46,3.38 +53268,0.7,Premium,F,VS2,62.2,59.0,2648,5.68,5.64,3.52 +20478,1.48,Ideal,E,SI2,62.1,57.0,8818,7.35,7.28,4.54 +14531,1.0,Very Good,E,SI1,60.1,60.0,5865,6.45,6.49,3.89 +12318,0.9,Ideal,H,VS1,62.2,56.0,5222,6.16,6.18,3.84 +36783,0.35,Premium,H,VVS1,60.1,62.0,956,4.57,4.52,2.73 +30472,0.41,Good,G,SI2,63.7,55.0,732,4.75,4.7,3.01 +49649,0.3,Premium,H,SI1,62.9,58.0,540,4.24,4.22,2.66 +25976,2.19,Premium,I,SI2,62.5,58.0,15169,8.31,8.26,5.18 +45692,0.53,Ideal,F,VS1,60.7,55.0,1697,5.32,5.25,3.21 +20482,1.5,Good,F,SI2,62.6,64.0,8820,7.25,7.19,4.52 +50835,0.7,Very Good,G,SI1,61.7,56.0,2310,5.66,5.75,3.52 +48286,0.53,Ideal,E,VS2,60.8,56.0,1956,5.28,5.25,3.21 +5639,0.9,Premium,G,SI1,61.0,60.0,3879,6.17,6.12,3.75 +23920,1.52,Premium,H,VS1,60.6,58.0,12047,7.46,7.39,4.5 +49736,0.72,Ideal,J,SI1,62.3,55.0,2154,5.73,5.76,3.58 +41399,0.42,Ideal,F,VVS1,61.5,56.0,1223,4.85,4.87,2.99 +31738,0.41,Good,E,VS2,58.1,59.0,772,4.89,4.95,2.86 +24485,1.51,Premium,G,VS2,62.7,58.0,12756,7.2,7.31,4.55 +25689,0.34,Ideal,I,VS1,62.0,54.0,643,4.51,4.49,2.79 +12695,0.4,Ideal,J,VS2,62.2,54.0,599,4.75,4.8,2.97 +43617,0.34,Very Good,G,SI1,61.5,56.0,507,4.45,4.52,2.76 +29167,0.38,Good,E,VS2,63.2,57.0,693,4.59,4.62,2.91 +31721,0.3,Fair,D,VVS2,65.2,59.0,772,4.2,4.18,2.73 +19882,1.5,Very Good,F,SI2,62.3,60.0,8431,7.29,7.34,4.56 +33479,0.32,Ideal,F,VS2,61.6,57.0,828,4.43,4.4,2.72 +31486,0.34,Premium,G,VS2,61.3,58.0,765,4.53,4.51,2.77 +10032,0.33,Good,H,SI2,63.5,57.0,416,4.36,4.39,2.78 +31009,0.35,Premium,F,SI1,60.2,58.0,748,4.6,4.54,2.75 +13323,1.0,Good,G,VS2,63.3,60.0,5500,6.29,6.37,4.01 +12771,1.08,Ideal,F,SI1,62.7,57.0,5327,6.52,6.49,4.08 +52204,0.7,Ideal,G,SI2,61.8,53.0,2480,5.73,5.69,3.53 +29705,0.32,Ideal,E,VS1,61.9,56.0,707,4.42,4.47,2.75 +42292,0.32,Ideal,I,VS1,62.4,54.0,505,4.36,4.39,2.73 +18793,1.23,Ideal,H,VS2,61.7,56.0,7687,6.92,6.88,4.26 +8542,1.13,Premium,I,VS2,60.2,61.0,4430,6.74,6.71,4.05 +26067,2.11,Fair,I,SI1,67.2,60.0,15282,7.86,7.8,5.26 +3637,0.79,Very Good,D,SI1,59.7,57.0,3432,5.96,5.99,3.57 +20540,1.01,Ideal,F,VS1,61.8,57.0,8860,6.41,6.46,3.98 +44135,0.5,Very Good,E,VS2,60.2,60.0,1561,5.13,5.17,3.1 +39917,0.45,Ideal,G,VVS2,61.8,57.0,1105,4.9,4.94,3.04 +8717,0.37,Ideal,G,SI1,61.9,55.0,586,4.62,4.66,2.87 +39195,0.38,Ideal,H,IF,58.9,58.0,1064,4.69,4.81,2.8 +31983,0.3,Ideal,F,VS2,62.5,55.0,776,4.31,4.27,2.68 +30460,0.4,Premium,H,VS1,62.7,59.0,731,4.63,4.71,2.93 +53256,0.71,Very Good,G,VS2,61.8,56.0,2647,5.69,5.74,3.53 +7327,0.9,Premium,E,SI1,60.3,56.0,4209,6.29,6.21,3.77 +48977,0.36,Premium,D,SI2,61.5,60.0,537,4.54,4.6,2.81 +16230,0.94,Ideal,G,VVS1,62.4,58.0,6488,6.22,6.27,3.9 +53200,0.79,Very Good,F,SI1,62.8,55.0,2633,5.88,5.94,3.71 +49218,1.06,Very Good,G,I1,60.7,63.0,2080,6.59,6.56,3.99 +14153,1.24,Premium,F,SI2,62.2,58.0,5741,6.86,6.8,4.25 +30072,0.32,Ideal,F,SI2,61.7,56.0,720,4.44,4.41,2.73 +48006,0.52,Ideal,D,VS2,62.6,55.0,1919,5.14,5.12,3.21 +30788,0.3,Very Good,D,VS1,62.1,58.0,742,4.25,4.29,2.65 +22934,1.5,Very Good,F,SI1,61.2,57.0,10973,7.34,7.37,4.5 +4749,0.93,Very Good,I,SI1,58.9,60.0,3685,6.43,6.48,3.8 +42703,0.52,Premium,G,SI1,62.8,61.0,1338,5.14,5.11,3.22 +24426,2.03,Ideal,F,SI2,62.4,57.0,12677,8.09,8.02,5.03 +51924,0.5,Good,E,VVS2,61.6,62.0,2437,5.04,5.09,3.12 +30057,0.41,Premium,G,SI1,61.3,60.0,719,4.75,4.81,2.93 +40779,0.35,Premium,D,VVS1,60.8,58.0,1167,4.53,4.55,2.76 +7538,1.04,Very Good,F,SI2,62.8,55.0,4244,6.41,6.48,4.05 +643,0.7,Very Good,E,VS2,62.7,58.0,2843,5.65,5.67,3.55 +23839,1.56,Ideal,H,VS2,61.6,57.0,11922,7.51,7.45,4.61 +16480,1.2,Premium,G,SI1,62.3,59.0,6586,6.84,6.75,4.23 +20624,1.04,Ideal,G,IF,62.1,54.0,8921,6.53,6.55,4.06 +13178,1.37,Good,I,VS2,64.1,58.0,5449,6.92,6.9,4.43 +26507,1.51,Very Good,E,VS1,59.5,59.0,16129,7.48,7.54,4.47 +11943,1.01,Fair,F,SI1,65.0,61.0,5131,6.29,6.23,4.07 +14611,1.04,Premium,E,SI1,61.2,59.0,5894,6.54,6.47,3.98 +23506,1.51,Good,H,VS1,59.1,58.0,11512,7.48,7.52,4.43 +38522,0.34,Premium,E,VS1,59.9,58.0,1033,4.58,4.54,2.73 +36361,0.41,Ideal,G,VVS2,62.2,54.0,939,4.75,4.8,2.97 +20937,1.11,Ideal,F,VS2,62.2,54.0,9144,6.62,6.69,4.14 +33986,0.42,Ideal,G,VS2,62.2,56.0,847,4.8,4.82,2.99 +16502,1.51,Fair,D,SI2,66.2,54.0,6596,7.19,7.08,4.72 +50782,0.52,Premium,E,VVS1,59.8,58.0,2302,5.27,5.24,3.14 +18952,1.21,Premium,G,VS2,61.5,58.0,7792,6.84,6.81,4.2 +47856,0.78,Ideal,H,SI2,62.6,56.0,1909,5.88,5.81,3.66 +12527,1.07,Ideal,F,SI1,61.9,56.0,5264,6.55,6.61,4.07 +4790,1.0,Premium,G,SI2,59.1,59.0,3696,6.54,6.5,3.85 +11091,1.01,Good,E,SI1,56.9,61.0,4928,6.65,6.6,3.77 +46756,0.53,Ideal,F,VS1,61.4,57.0,1800,5.18,5.2,3.19 +1469,0.71,Ideal,G,VVS1,61.7,57.0,2982,5.7,5.75,3.53 +38834,0.43,Ideal,E,VS2,62.8,56.0,1048,4.86,4.79,3.03 +27385,0.41,Very Good,J,VS1,61.3,59.0,647,4.74,4.78,2.92 +7240,1.01,Good,G,SI1,63.6,58.0,4195,6.29,6.35,4.02 +22614,1.52,Good,F,SI1,63.6,54.0,10664,7.33,7.22,4.63 +12969,1.12,Ideal,I,VS2,61.2,54.0,5392,6.74,6.77,4.13 +11457,1.02,Premium,H,VS2,60.4,59.0,5008,6.52,6.55,3.95 +23155,1.6,Very Good,I,VVS1,59.8,56.0,11170,7.6,7.68,4.57 +49565,0.66,Ideal,H,VS1,61.0,57.0,2131,5.61,5.66,3.43 +8074,0.91,Ideal,H,SI1,62.0,56.0,4337,6.19,6.22,3.85 +23320,1.72,Premium,I,VS2,58.3,61.0,11360,7.91,7.87,4.6 +43565,0.59,Ideal,G,SI1,62.3,55.0,1431,5.37,5.39,3.35 +45674,0.52,Very Good,E,VS2,63.4,57.0,1694,5.16,5.12,3.26 +12344,1.01,Very Good,F,VS2,63.1,57.0,5226,6.39,6.29,4.0 +15785,1.05,Ideal,E,SI1,60.7,55.0,6316,6.62,6.67,4.03 +6437,0.91,Very Good,G,SI1,62.8,58.0,4045,6.15,6.18,3.87 +13740,0.41,Ideal,J,VS1,62.2,55.0,604,4.76,4.79,2.97 +41183,0.4,Premium,D,VS1,62.5,60.0,1200,4.72,4.66,2.93 +30168,0.32,Very Good,F,VVS2,63.0,56.0,721,4.37,4.39,2.76 +9399,1.03,Premium,F,SI2,60.7,60.0,4586,6.52,6.47,3.94 +16452,1.2,Ideal,H,SI1,62.2,58.0,6569,6.81,6.77,4.22 +39882,0.42,Ideal,G,VVS2,62.7,56.0,1103,4.77,4.74,2.98 +20543,1.21,Ideal,E,SI1,61.8,56.0,8863,6.82,6.86,4.23 +30729,0.34,Very Good,F,VS1,61.1,57.0,739,4.51,4.54,2.76 +42468,0.52,Ideal,I,VVS2,62.2,57.0,1316,5.18,5.11,3.2 +46787,0.5,Very Good,E,VS1,59.0,60.0,1806,5.19,5.22,3.07 +11528,1.07,Ideal,F,SI2,60.7,56.9,5027,6.62,6.65,4.02 +37755,0.38,Ideal,F,VS1,62.8,56.0,998,4.64,4.59,2.9 +12721,1.24,Premium,D,SI2,61.0,59.0,5311,6.93,6.97,4.24 +32724,0.31,Premium,F,VS2,61.8,59.0,802,4.33,4.31,2.67 +14471,1.0,Fair,F,VS2,64.9,56.0,5840,6.26,6.31,4.08 +39128,0.41,Premium,G,VS2,61.8,58.0,1061,4.77,4.75,2.94 +28895,0.3,Very Good,G,VVS2,62.7,56.0,684,4.24,4.31,2.68 +51350,0.7,Ideal,I,VS1,62.7,53.4,2363,5.66,5.74,3.57 +6348,1.0,Good,I,VVS2,57.4,59.0,4032,6.61,6.53,3.77 +36560,0.4,Premium,E,SI1,61.3,59.0,945,4.74,4.69,2.89 +20186,1.52,Ideal,D,SI2,62.7,56.0,8631,7.35,7.28,4.59 +10015,1.14,Ideal,J,SI1,61.7,54.0,4708,6.71,6.74,4.15 +28430,0.3,Ideal,D,VS2,61.5,58.0,670,4.27,4.31,2.64 +27417,2.51,Premium,J,VS2,62.2,58.0,18020,8.73,8.67,5.41 +48169,0.57,Ideal,G,VS1,62.5,54.2,1943,5.29,5.31,3.31 +44344,0.56,Very Good,G,VS2,62.5,57.0,1580,5.25,5.28,3.29 +48092,0.98,Fair,G,I1,58.7,57.0,1932,6.54,6.43,3.8 +46472,0.53,Good,E,VS1,63.2,56.0,1776,5.14,5.18,3.26 +40281,0.32,Ideal,J,VVS1,60.8,56.0,494,4.47,4.48,2.72 +51389,0.71,Ideal,G,SI1,60.6,56.0,2368,5.76,5.82,3.51 +32408,0.41,Ideal,D,SI1,62.6,57.0,791,4.74,4.78,2.98 +24083,2.11,Ideal,H,SI2,60.0,56.0,12226,8.43,8.35,5.03 +28198,0.4,Premium,D,SI2,61.1,58.0,666,4.73,4.76,2.9 +25140,2.22,Premium,J,SI2,61.8,58.0,13703,8.42,8.31,5.17 +50287,0.31,Ideal,D,SI1,61.7,56.0,541,4.35,4.37,2.69 +458,0.71,Premium,E,SI1,61.8,59.0,2817,5.75,5.7,3.54 +53697,0.7,Premium,H,VVS2,59.6,59.0,2717,5.83,5.78,3.46 +33954,0.23,Very Good,E,VVS2,58.0,60.0,465,4.04,4.07,2.35 +53655,0.76,Ideal,D,SI2,62.2,57.0,2706,5.85,5.83,3.63 +24089,1.61,Premium,D,SI1,59.0,60.0,12231,7.68,7.6,4.51 +39114,0.41,Ideal,G,VS2,62.4,54.0,1061,4.81,4.78,2.99 +51034,0.73,Very Good,I,VS2,59.0,61.0,2329,5.84,5.88,3.46 +11608,1.12,Ideal,F,SI2,61.9,55.0,5046,6.68,6.72,4.15 +47418,0.57,Premium,E,VS2,61.4,58.0,1851,5.32,5.37,3.28 +47176,0.51,Ideal,F,VS1,62.5,55.0,1836,5.13,5.08,3.19 +47146,0.7,Ideal,J,SI2,60.9,57.0,1832,5.72,5.76,3.49 +45356,0.52,Ideal,D,VS2,61.4,56.0,1664,5.16,5.19,3.18 +46334,0.5,Premium,D,VS2,62.8,58.0,1758,5.03,5.0,3.15 +35219,0.41,Good,H,VVS1,62.6,62.0,892,4.7,4.76,2.96 +16018,1.32,Ideal,G,SI2,62.9,57.0,6409,6.98,6.94,4.38 +9717,0.3,Ideal,H,VVS2,62.4,56.0,590,4.28,4.31,2.68 +33445,0.32,Ideal,G,VS1,62.1,55.0,828,4.41,4.38,2.73 +14305,1.22,Premium,F,SI2,62.5,57.0,5794,6.78,6.73,4.22 +53517,0.9,Very Good,J,VS2,63.3,56.0,2686,6.13,6.1,3.87 +12841,1.03,Very Good,G,SI1,59.4,60.0,5353,6.61,6.66,3.94 +7590,0.91,Good,E,SI1,63.7,64.0,4256,6.09,6.03,3.86 +15381,0.3,Ideal,D,VS2,61.8,55.0,606,4.32,4.35,2.68 +28617,0.3,Good,E,SI1,63.7,58.0,675,4.27,4.24,2.71 +12211,1.22,Premium,H,SI2,61.6,59.0,5192,6.82,6.75,4.18 +48385,0.72,Very Good,J,SI1,63.0,57.0,1966,5.69,5.74,3.6 +682,0.75,Ideal,J,SI1,61.5,56.0,2850,5.83,5.87,3.6 +8343,1.02,Fair,H,SI2,59.6,57.0,4398,6.65,6.5,3.92 +4745,0.91,Premium,F,SI2,61.4,60.0,3682,6.21,6.23,3.82 +33466,0.32,Premium,F,VS2,60.7,58.0,828,4.45,4.41,2.69 +49231,0.51,Ideal,F,VVS2,62.2,57.0,2083,5.12,5.17,3.2 +26329,2.01,Premium,J,VVS1,62.2,58.0,15836,8.1,7.89,5.0 +21424,1.54,Ideal,G,SI2,61.7,56.0,9530,7.44,7.41,4.58 +27925,0.31,Ideal,G,VS1,61.5,54.0,658,4.39,4.43,2.71 +41451,0.4,Ideal,G,IF,61.2,56.0,1229,4.76,4.81,2.93 +30558,0.31,Ideal,D,VS2,60.4,56.0,734,4.39,4.42,2.66 +44429,0.72,Premium,G,SI2,60.6,61.0,1588,5.83,5.75,3.51 +10899,1.02,Premium,H,SI1,60.5,60.0,4884,6.58,6.51,3.96 +47940,0.6,Premium,E,VS2,59.9,61.0,1915,5.53,5.48,3.3 +8451,1.06,Very Good,J,VS2,62.6,59.0,4413,6.49,6.57,4.09 +35415,0.32,Ideal,E,VS2,62.0,57.0,900,4.41,4.39,2.73 +21074,1.16,Ideal,G,VS1,61.5,55.0,9248,6.75,6.81,4.17 +29173,0.4,Very Good,E,SI1,62.2,56.0,694,4.71,4.74,2.94 +8685,0.7,Ideal,F,VVS1,62.2,57.0,4458,5.7,5.74,3.56 +34037,0.43,Ideal,H,VS1,61.2,56.0,850,4.87,4.9,2.99 +19741,1.51,Premium,D,SI2,61.4,56.0,8311,7.37,7.32,4.51 +19350,1.51,Very Good,J,SI1,63.1,55.0,8049,7.25,7.32,4.6 +24736,1.72,Premium,H,SI1,62.9,58.0,13078,7.63,7.59,4.79 +23009,1.55,Ideal,I,VS1,61.9,55.0,11067,7.46,7.43,4.61 +3113,0.92,Very Good,I,SI1,63.3,58.0,3323,6.18,6.14,3.9 +13992,2.01,Fair,I,I1,67.4,58.0,5696,7.71,7.64,5.17 +13829,1.1,Ideal,H,SI1,62.2,55.0,5636,6.66,6.62,4.13 +36661,0.38,Ideal,H,VVS1,61.1,56.0,949,4.68,4.71,2.87 +45538,0.51,Ideal,F,VS2,61.4,56.0,1687,5.16,5.13,3.16 +33008,0.4,Fair,E,VS2,64.7,58.0,813,4.63,4.67,3.01 +36139,0.33,Ideal,E,VS2,61.2,56.0,928,4.47,4.45,2.73 +33501,0.32,Ideal,F,VS2,62.8,53.0,828,4.38,4.34,2.74 +20627,1.31,Ideal,G,VS2,61.9,56.0,8922,7.05,7.08,4.37 +17074,0.96,Ideal,G,VS1,61.1,56.0,6807,6.34,6.39,3.89 +27053,0.31,Ideal,H,VS2,61.4,56.0,646,4.38,4.42,2.7 +12426,1.02,Premium,H,VS2,61.8,58.0,5241,6.49,6.43,3.99 +24017,1.62,Ideal,I,VVS1,61.5,58.0,12186,7.54,7.56,4.64 +43355,0.63,Ideal,G,SI2,62.8,56.3,1407,5.34,5.54,3.42 +34143,0.33,Premium,F,VS2,62.2,58.0,854,4.44,4.43,2.76 +10379,0.9,Good,F,VS2,62.8,58.0,4778,6.04,6.09,3.81 +42992,0.36,Very Good,E,IF,60.3,57.0,1368,4.6,4.63,2.78 +45019,0.54,Ideal,H,VS1,62.4,56.0,1637,5.22,5.2,3.25 +418,0.36,Ideal,I,VS2,61.9,56.0,556,4.54,4.57,2.82 +34507,0.4,Very Good,F,VS1,60.4,58.0,868,4.75,4.79,2.88 +23954,1.55,Ideal,H,VS1,60.6,57.0,12087,7.51,7.47,4.54 +19666,1.2,Ideal,H,VS1,61.6,57.0,8275,6.82,6.85,4.21 +44057,0.5,Very Good,F,VS1,59.9,61.0,1550,5.13,5.16,3.08 +35187,0.31,Ideal,G,IF,62.1,54.0,891,4.36,4.37,2.71 +7024,1.12,Good,G,SI2,56.7,62.0,4158,6.91,6.86,3.9 +23599,1.52,Premium,H,VS1,61.4,58.0,11621,7.44,7.3,4.55 +18228,1.51,Very Good,I,SI2,62.5,59.0,7400,7.27,7.32,4.56 +7646,1.21,Premium,J,VS2,62.4,58.0,4268,6.83,6.79,4.25 +51657,0.3,Ideal,G,VS2,62.3,58.0,545,4.26,4.28,2.66 +18480,1.05,Ideal,G,VS1,61.0,56.0,7526,6.62,6.56,4.02 +48233,0.58,Premium,E,SI1,60.6,56.0,1949,5.42,5.38,3.27 +9808,1.16,Ideal,I,SI1,61.7,56.0,4668,6.76,6.7,4.15 +52192,0.7,Fair,G,VS2,64.9,57.0,2479,5.55,5.54,3.6 +47091,0.4,Ideal,E,VVS1,61.7,55.0,1824,4.76,4.74,2.93 +16579,1.06,Ideal,H,VS2,62.3,53.0,6619,6.58,6.56,4.09 +4925,0.9,Good,H,SI1,57.1,56.0,3726,6.33,6.28,3.6 +4184,0.91,Ideal,G,SI2,62.7,57.0,3557,6.15,6.19,3.87 +19594,1.06,Very Good,E,VS1,59.6,60.0,8219,6.68,6.75,4.0 +36727,0.32,Very Good,G,IF,62.9,55.0,954,4.37,4.41,2.76 +2727,0.34,Ideal,E,SI1,61.9,55.0,565,4.51,4.53,2.8 +38305,0.37,Very Good,F,SI2,60.7,57.0,487,4.62,4.67,2.82 +33344,0.41,Ideal,H,VS1,62.7,56.0,827,4.73,4.77,2.98 +53065,0.72,Fair,H,VVS2,56.5,68.0,2608,6.03,5.89,3.37 +28405,0.35,Very Good,D,SI2,63.3,55.0,669,4.49,4.45,2.83 +8983,1.19,Ideal,J,SI2,61.7,56.0,4508,6.8,6.85,4.21 +15056,0.3,Premium,H,VVS2,60.8,60.0,605,4.29,4.33,2.62 +3801,1.0,Ideal,J,SI2,62.1,56.0,3465,6.34,6.41,3.96 +11639,1.01,Good,G,SI1,58.4,61.0,5051,6.51,6.61,3.83 +52405,0.6,Good,E,VVS2,64.2,55.0,2511,5.31,5.34,3.42 +14001,1.19,Premium,H,SI1,62.7,61.0,5698,6.73,6.66,4.2 +5135,1.0,Premium,E,SI2,60.7,58.0,3763,6.45,6.38,3.9 +38271,0.23,Ideal,G,VS1,61.6,55.0,384,3.96,3.99,2.45 +6116,0.73,Ideal,D,VS2,61.5,55.0,3980,5.79,5.82,3.57 +50425,0.5,Very Good,G,VVS2,60.0,56.0,2260,5.18,5.21,3.12 +10457,1.14,Very Good,I,SI1,63.5,56.0,4788,6.62,6.58,4.19 +35079,0.3,Very Good,F,IF,62.1,57.0,886,4.26,4.3,2.66 +26010,1.52,Ideal,E,VS2,62.2,57.0,15239,7.34,7.38,4.58 +43223,0.4,Ideal,G,IF,61.4,55.0,1397,4.79,4.76,2.93 +31155,0.41,Ideal,E,SI1,62.5,55.0,755,4.73,4.77,2.97 +24057,0.31,Ideal,I,IF,62.0,54.0,635,4.36,4.42,2.72 +39663,0.42,Ideal,G,VS2,60.8,57.0,1087,4.85,4.82,2.94 +49323,0.72,Very Good,J,VVS1,61.4,61.0,2093,5.7,5.77,3.52 +2620,0.9,Premium,G,SI2,61.3,55.0,3226,6.18,6.12,3.77 +36325,0.32,Ideal,G,VVS2,61.2,56.0,936,4.42,4.41,2.7 +24503,1.54,Good,E,SI1,63.8,57.0,12779,7.31,7.34,4.67 +2932,0.71,Ideal,H,IF,61.1,56.0,3290,5.74,5.78,3.52 +48957,0.7,Very Good,H,SI1,63.3,58.0,2048,5.61,5.64,3.56 +32320,0.3,Good,G,VVS1,63.5,57.0,789,4.24,4.27,2.7 +43279,0.3,Very Good,G,SI2,63.3,57.0,506,4.28,4.25,2.7 +3007,0.71,Ideal,E,VS2,62.5,56.0,3304,5.69,5.71,3.56 +27866,0.3,Very Good,E,VS1,61.4,59.0,653,4.32,4.28,2.64 +15920,1.16,Premium,E,SI1,61.3,60.0,6366,6.7,6.64,4.09 +43525,0.41,Ideal,G,IF,62.0,55.0,1425,4.8,4.81,2.98 +28757,0.31,Very Good,E,VS2,61.0,59.0,680,4.33,4.39,2.66 +43386,0.55,Good,F,SI1,57.0,62.0,1410,5.42,5.44,3.1 +1907,1.0,Fair,J,VS1,66.6,57.0,3080,6.07,6.03,4.03 +4227,0.9,Very Good,I,VS2,63.2,56.0,3570,6.15,6.09,3.87 +8428,0.92,Ideal,G,SI2,61.9,57.0,4406,6.23,6.25,3.86 +33571,0.3,Very Good,G,IF,61.4,59.0,831,4.27,4.3,2.63 +47582,0.7,Premium,G,SI2,61.0,58.0,1875,5.75,5.72,3.5 +25454,2.51,Good,I,SI2,63.7,61.0,14209,8.51,8.48,5.41 +27119,2.35,Premium,I,SI2,59.9,58.0,17294,8.68,8.61,5.18 +22050,0.31,Good,I,VS1,63.8,56.0,628,4.32,4.27,2.74 +17615,1.18,Very Good,D,SI1,61.7,57.0,7093,6.8,6.84,4.21 +14501,1.36,Premium,I,SI2,62.7,58.0,5856,7.01,7.08,4.42 +49466,0.55,Premium,E,VS2,59.7,57.0,2112,5.39,5.36,3.21 +47866,0.52,Premium,G,VVS2,61.2,59.0,1911,5.14,5.16,3.15 +10279,1.21,Very Good,J,VS2,59.9,59.0,4754,6.86,6.92,4.13 +18662,1.06,Premium,G,VVS2,62.4,55.0,7627,6.54,6.5,4.07 +52718,0.71,Premium,E,SI1,63.0,58.0,2554,5.72,5.68,3.59 +30664,0.3,Premium,F,VVS2,61.1,59.0,737,4.29,4.32,2.63 +50683,0.76,Ideal,H,SI2,63.0,56.0,2288,5.81,5.84,3.67 +44478,0.56,Premium,D,SI1,60.2,60.0,1595,5.38,5.33,3.22 +34391,0.41,Ideal,F,VS2,61.8,57.0,863,4.73,4.78,2.94 +3046,0.27,Very Good,G,VVS1,62.9,55.0,566,4.12,4.15,2.6 +21914,1.02,Premium,F,VVS1,60.8,58.0,9980,6.56,6.46,3.96 +22909,1.51,Very Good,H,VS2,63.2,57.0,10950,7.18,7.32,4.58 +173,1.17,Very Good,J,I1,60.2,61.0,2774,6.83,6.9,4.13 +11822,1.07,Ideal,I,SI1,61.7,56.0,5093,6.59,6.57,4.06 +24679,1.52,Premium,G,VS1,62.4,58.0,13034,7.37,7.3,4.58 +39938,0.24,Very Good,E,VVS1,63.5,57.0,492,3.94,3.96,2.51 +15901,1.07,Ideal,G,VS2,62.2,57.0,6355,6.53,6.55,4.07 +52746,0.71,Ideal,H,VS2,61.7,55.0,2559,5.73,5.77,3.55 +9634,1.01,Ideal,I,SI1,61.9,59.0,4638,6.38,6.42,3.96 +29119,0.34,Very Good,H,VS2,63.3,56.0,689,4.45,4.39,2.8 +39645,0.41,Ideal,F,VS2,62.4,58.0,1085,4.77,4.75,2.97 +50434,0.71,Premium,F,SI1,60.3,60.0,2262,5.76,5.79,3.48 +32605,0.31,Premium,F,VS2,59.0,59.0,802,4.47,4.44,2.63 +20012,0.32,Good,G,SI2,63.4,55.0,421,4.32,4.35,2.75 +50807,0.61,Ideal,F,VS1,60.7,56.0,2306,5.52,5.49,3.34 +23688,1.51,Good,G,VS2,64.2,54.0,11746,7.27,7.18,4.64 +31868,0.3,Premium,H,VVS2,62.0,58.0,776,4.35,4.3,2.68 +46670,0.57,Fair,F,VS1,64.5,61.0,1788,5.23,5.19,3.36 +35270,0.3,Ideal,E,VVS1,60.1,57.0,895,4.38,4.41,2.64 +17931,1.01,Ideal,F,VS1,62.2,57.0,7240,6.48,6.39,4.0 +12375,0.4,Ideal,F,SI2,62.1,53.0,597,4.76,4.78,2.96 +48239,0.53,Premium,E,VS1,58.5,61.0,1950,5.39,5.28,3.12 +26380,2.05,Ideal,H,SI2,60.4,58.0,15857,8.21,8.27,4.98 +21218,1.23,Premium,E,VS2,58.9,59.0,9361,7.05,6.98,4.13 +2109,0.92,Fair,F,SI1,64.9,58.0,3117,6.1,6.04,3.94 +36131,0.33,Premium,E,VS2,61.1,59.0,928,4.49,4.45,2.73 +1768,0.79,Very Good,F,SI1,61.5,58.0,3047,5.94,5.97,3.66 +21486,1.22,Ideal,F,VS1,62.6,55.0,9581,6.82,6.86,4.28 +42075,0.6,Premium,F,SI2,59.5,61.0,1272,5.48,5.45,3.26 +7236,0.9,Good,G,VS2,63.6,58.0,4194,6.12,6.08,3.88 +12501,1.02,Premium,D,SI2,60.2,58.0,5257,6.56,6.53,3.94 +50096,0.71,Premium,H,SI1,62.4,62.0,2207,5.67,5.64,3.53 +23680,1.22,Ideal,F,VVS2,61.9,53.0,11730,6.9,6.92,4.28 +30865,0.33,Ideal,G,VS2,62.2,56.0,743,4.44,4.43,2.76 +19137,1.6,Premium,J,VS1,62.6,59.0,7903,7.51,7.4,4.66 +10381,0.29,Fair,D,VS2,64.7,62.0,592,4.14,4.11,2.67 +2042,0.32,Ideal,I,VVS2,61.5,56.0,561,4.4,4.42,2.71 +25652,1.82,Very Good,F,SI1,63.2,56.0,14545,7.71,7.64,4.85 +32074,0.36,Very Good,F,VS1,61.3,54.0,781,4.63,4.65,2.84 +13581,1.21,Premium,I,SI1,60.6,56.0,5556,6.97,6.89,4.2 +4351,1.09,Premium,G,SI2,61.3,60.0,3601,6.66,6.59,4.06 +9501,1.13,Premium,I,VS2,62.0,58.0,4611,6.64,6.69,4.13 +46291,0.3,Premium,H,VS1,61.3,58.0,526,4.29,4.32,2.64 +25861,1.51,Very Good,G,VVS2,62.7,57.0,14938,7.33,7.38,4.61 +1051,0.33,Ideal,G,SI2,62.9,55.0,557,4.46,4.41,2.79 +7367,0.96,Very Good,F,SI2,59.8,59.0,4218,6.38,6.45,3.84 +48652,0.36,Premium,G,SI1,61.8,59.0,537,4.55,4.57,2.82 +17444,1.4,Good,H,SI2,62.5,57.0,6996,7.07,7.11,4.43 +27906,0.31,Ideal,D,VS2,61.0,54.0,656,4.38,4.44,2.69 +44954,0.53,Very Good,G,VS1,60.9,56.0,1636,5.24,5.27,3.2 +20818,1.55,Fair,H,SI2,64.6,58.0,9045,7.28,7.21,4.68 +38666,0.33,Ideal,G,VVS1,62.3,55.0,1040,4.44,4.42,2.76 +36859,0.42,Very Good,E,VS2,62.8,59.0,958,4.76,4.8,3.0 +22644,1.5,Good,H,VS2,63.9,60.0,10692,7.17,7.22,4.6 +21359,1.63,Very Good,H,SI2,58.2,62.0,9504,7.77,7.72,4.51 +1185,0.71,Ideal,G,VVS1,61.7,57.0,2930,5.75,5.7,3.53 +53049,0.8,Ideal,I,VS2,61.6,58.0,2606,5.99,6.03,3.7 +42096,0.44,Premium,E,VVS2,60.0,59.0,1274,4.95,4.99,2.98 +30802,0.43,Ideal,F,SI2,60.7,57.0,742,4.88,4.91,2.97 +52936,0.7,Good,G,VS1,60.6,61.0,2591,5.71,5.77,3.48 +52577,0.7,Very Good,E,SI1,63.0,55.0,2537,5.61,5.66,3.55 +9548,1.12,Premium,H,SI2,61.9,58.0,4620,6.66,6.74,4.15 +13167,1.07,Ideal,G,SI1,61.9,55.0,5444,6.62,6.57,4.08 +22888,1.7,Premium,I,VS2,62.0,59.0,10929,7.6,7.55,4.7 +20681,1.55,Ideal,J,VS1,59.5,60.0,8959,7.53,7.56,4.49 +51104,0.72,Very Good,I,VS2,63.3,55.0,2337,5.7,5.74,3.62 +14634,1.08,Premium,E,SI1,59.6,60.0,5908,6.73,6.66,3.99 +22751,1.52,Premium,E,SI1,62.4,59.0,10767,7.34,7.37,4.59 +11244,1.1,Premium,E,SI2,59.1,60.0,4967,6.77,6.7,3.98 +17950,1.51,Good,I,VVS2,63.6,58.0,7255,7.29,7.26,4.63 +15470,1.54,Premium,J,VS1,60.9,61.0,6194,7.49,7.45,4.55 +15126,1.34,Ideal,H,VS2,61.2,56.0,6078,7.09,7.05,4.33 +18593,1.02,Very Good,F,VS1,62.4,58.0,7587,6.42,6.47,4.02 +46454,0.52,Ideal,D,VS2,61.0,57.0,1774,5.18,5.21,3.17 +3109,0.71,Very Good,F,VS2,63.0,54.0,3323,5.7,5.72,3.6 +1573,0.55,Premium,D,VVS1,60.3,59.0,3006,5.34,5.3,3.21 +44564,0.52,Good,D,SI1,63.7,55.0,1605,5.12,5.09,3.25 +22180,1.5,Ideal,G,SI1,61.7,56.0,10219,7.36,7.32,4.53 +1571,0.71,Premium,E,VS1,61.1,58.0,3006,5.8,5.76,3.53 +30477,0.31,Ideal,I,VVS1,62.8,55.0,732,4.36,4.33,2.73 +49770,0.5,Ideal,F,VVS2,61.6,56.0,2160,5.11,5.08,3.14 +53494,0.73,Ideal,D,SI2,62.4,56.0,2683,5.74,5.77,3.59 +13399,0.32,Ideal,G,VS1,60.7,56.0,602,4.43,4.46,2.7 +36959,0.28,Good,H,VVS1,56.0,64.0,480,4.38,4.41,2.46 +10797,1.24,Good,G,SI2,63.7,60.0,4861,6.77,6.7,4.3 +18235,1.13,Ideal,G,VS1,61.7,54.0,7404,6.77,6.71,4.16 +3406,0.33,Good,D,SI1,63.1,55.0,567,4.38,4.4,2.77 +26040,0.32,Ideal,F,VS2,61.3,56.0,645,4.41,4.43,2.71 +30268,0.3,Very Good,F,VS2,63.4,59.0,725,4.25,4.23,2.69 +38124,0.3,Ideal,G,VVS1,62.0,55.0,1013,4.34,4.31,2.68 +26399,2.01,Premium,H,SI2,62.3,58.0,15917,8.11,8.06,5.04 +24920,1.91,Premium,I,SI1,63.0,59.0,13367,7.91,7.87,4.97 +45536,0.51,Ideal,D,SI1,60.4,55.0,1687,5.48,5.18,3.16 +25247,2.09,Premium,J,SI1,62.2,59.0,13864,8.23,8.16,5.1 +19027,0.32,Ideal,H,VS1,62.5,55.0,620,4.36,4.38,2.73 +9177,1.0,Very Good,D,SI2,58.3,61.0,4543,6.54,6.59,3.83 +53826,0.7,Very Good,F,VS2,61.7,63.0,2737,5.61,5.64,3.47 +33260,0.37,Good,D,VS1,62.1,54.0,825,4.67,4.73,2.92 +35802,0.31,Very Good,F,IF,61.9,54.0,914,4.36,4.39,2.71 +21143,1.57,Ideal,H,SI2,60.7,57.0,9298,7.49,7.54,4.56 +18685,1.06,Ideal,F,VS2,61.4,56.0,7641,6.56,6.61,4.04 +20398,0.31,Ideal,H,VVS2,62.5,55.0,625,4.34,4.37,2.72 +34670,0.31,Ideal,E,VS2,62.6,56.0,872,4.33,4.3,2.7 +38118,0.3,Ideal,H,IF,61.8,55.0,1013,4.31,4.3,2.66 +43737,0.51,Very Good,G,VS2,62.7,58.0,1438,5.09,5.12,3.2 +14466,1.01,Premium,G,VS2,62.1,60.0,5839,6.35,6.37,3.95 +6189,1.02,Premium,F,SI2,58.0,60.0,3996,6.7,6.64,3.87 +52701,0.59,Ideal,E,VVS2,60.2,56.0,2553,5.46,5.51,3.3 +52188,0.7,Ideal,G,SI1,61.6,56.0,2478,5.69,5.73,3.52 +52037,0.71,Very Good,E,VS2,63.4,61.0,2450,5.6,5.57,3.54 +6814,1.01,Very Good,E,SI2,63.1,61.0,4118,6.34,6.27,3.98 +40438,0.36,Ideal,F,IF,61.4,55.9,1138,4.58,4.62,2.82 +21492,1.25,Ideal,F,VS1,62.0,55.0,9586,6.91,6.95,4.3 +24037,0.38,Premium,I,VS2,62.5,58.0,633,4.58,4.61,2.87 +38457,0.36,Ideal,G,IF,62.2,53.0,1029,4.59,4.61,2.86 +41217,0.4,Premium,D,VVS2,62.0,61.0,1206,4.72,4.7,2.92 +14149,1.25,Premium,H,SI2,61.2,62.0,5740,6.95,6.84,4.22 +46811,0.51,Premium,D,VS2,62.0,59.0,1807,5.12,5.08,3.16 +20329,1.0,Premium,F,VVS1,62.6,58.0,8736,6.45,6.33,4.0 +11404,1.0,Very Good,H,VS2,63.3,53.0,5000,6.42,6.37,4.05 +22107,1.66,Very Good,H,SI1,62.8,56.0,10134,7.53,7.57,4.74 +13970,1.11,Ideal,H,SI1,62.6,57.0,5688,6.64,6.59,4.14 +6444,0.9,Premium,F,SI1,62.3,58.0,4047,6.18,6.12,3.83 +40217,0.5,Very Good,D,SI2,58.9,60.0,1123,5.2,5.23,3.07 +6082,1.01,Premium,I,SI2,62.1,59.0,3971,6.42,6.39,3.98 +24628,2.34,Good,J,VS2,63.9,62.0,12961,8.4,8.34,5.35 +13652,1.16,Ideal,I,VS2,60.1,62.0,5587,6.83,6.78,4.09 +18246,1.01,Ideal,F,VS2,60.9,58.0,7411,6.43,6.47,3.93 +52366,0.63,Ideal,E,VS1,61.5,56.0,2503,5.5,5.53,3.39 +16111,1.25,Good,F,VS2,63.9,58.0,6440,6.76,6.71,4.31 +42967,0.5,Good,E,VS2,57.8,60.0,1365,5.2,5.29,3.03 +13260,1.16,Premium,H,SI1,60.2,59.0,5480,6.84,6.77,4.1 +8215,1.04,Premium,E,SI2,62.8,59.0,4370,6.45,6.41,4.04 +17916,1.51,Premium,H,SI2,59.4,62.0,7235,7.47,7.31,4.39 +7517,1.01,Good,H,SI1,60.3,64.0,4242,6.49,6.52,3.92 +31593,0.2,Premium,E,VS2,59.0,60.0,367,3.81,3.78,2.24 +33992,0.42,Ideal,G,VS2,62.1,56.0,847,4.79,4.84,2.99 +42270,0.48,Premium,F,VS2,60.1,59.0,1294,5.12,5.1,3.07 +44712,0.51,Premium,E,VS2,60.6,60.0,1614,5.2,5.19,3.15 +40498,0.42,Ideal,F,VVS2,62.2,56.0,1142,4.79,4.82,2.99 +37670,0.42,Premium,E,SI1,62.7,57.0,992,4.83,4.77,3.01 +4399,0.31,Ideal,D,SI1,62.1,56.0,571,4.33,4.37,2.7 +32787,0.43,Very Good,F,VS2,62.5,60.0,804,4.81,4.86,3.02 +338,0.77,Premium,G,VS2,61.3,57.0,2803,5.93,5.88,3.62 +8853,1.01,Good,E,SI1,59.3,64.0,4480,6.49,6.47,3.84 +31668,0.32,Ideal,E,VS2,62.1,55.0,768,4.43,4.4,2.74 +27985,0.3,Ideal,E,VS2,61.5,55.0,658,4.32,4.4,2.68 +17051,0.3,Ideal,F,VS1,61.9,56.0,612,4.3,4.32,2.67 +43300,0.61,Ideal,I,SI2,61.1,57.0,1401,5.46,5.49,3.34 +48431,0.7,Ideal,J,VS2,61.9,57.0,1974,5.65,5.69,3.51 +6860,1.05,Ideal,J,SI2,62.3,54.0,4126,6.52,6.55,4.07 +11,0.3,Good,J,SI1,64.0,55.0,339,4.25,4.28,2.73 +4484,0.9,Premium,E,SI1,60.7,61.0,3625,6.19,6.17,3.75 +53411,0.7,Premium,F,VS1,62.2,58.0,2669,5.63,5.59,3.49 +45949,0.56,Ideal,D,SI1,61.2,56.0,1723,5.31,5.34,3.26 +52816,0.71,Premium,H,VS1,61.2,57.0,2572,5.83,5.77,3.55 +52613,0.72,Ideal,F,VS2,62.5,56.0,2546,5.73,5.76,3.59 +1968,0.73,Ideal,G,SI1,61.7,57.0,3089,5.78,5.81,3.57 +38942,0.31,Very Good,H,VS2,62.2,59.0,489,4.34,4.38,2.71 +7640,0.91,Ideal,F,SI1,62.3,56.0,4267,6.16,6.19,3.85 +23916,1.02,Ideal,E,VVS1,62.2,58.0,12035,6.42,6.44,4.0 +38764,0.31,Ideal,F,IF,62.1,56.0,1046,4.36,4.33,2.7 +43816,0.51,Premium,E,SI1,61.0,58.0,1443,5.13,5.1,3.12 +32056,0.28,Premium,E,VVS2,58.7,60.0,780,4.34,4.31,2.54 +28240,0.33,Ideal,F,VS2,61.3,56.0,666,4.43,4.47,2.73 +23209,1.5,Very Good,G,VS1,59.1,62.0,11216,7.38,7.42,4.37 +16475,1.06,Premium,G,VS2,60.9,57.0,6582,6.65,6.61,4.04 +22099,1.5,Ideal,D,SI2,63.0,56.0,10122,7.3,7.25,4.58 +18603,1.12,Ideal,F,VS2,61.9,55.0,7589,6.68,6.73,4.15 +686,0.87,Very Good,F,SI2,61.0,63.0,2851,6.22,6.07,3.75 +3015,0.76,Ideal,D,SI1,62.0,57.0,3306,5.88,5.92,3.66 +13148,0.9,Premium,E,VS1,59.4,59.0,5438,6.31,6.28,3.74 +2898,0.92,Fair,F,SI2,65.1,58.0,3282,6.12,6.07,3.97 +31324,0.32,Ideal,D,VS2,62.3,57.0,758,4.39,4.41,2.74 +9881,0.95,Premium,F,SI1,62.9,59.0,4682,6.24,6.13,3.89 +44491,0.5,Very Good,H,VS1,61.0,56.0,1598,5.1,5.13,3.12 +49865,0.71,Ideal,F,SI2,62.2,56.0,2173,5.76,5.7,3.56 +23689,1.51,Premium,G,VS2,58.1,61.0,11746,7.57,7.54,4.39 +34537,0.33,Ideal,E,VVS2,61.7,57.0,868,4.41,4.44,2.73 +21350,1.56,Very Good,I,SI1,61.3,57.0,9494,7.48,7.54,4.6 +41758,0.46,Very Good,E,VS2,62.6,58.0,1245,4.91,4.96,3.09 +48087,0.5,Good,E,VS1,61.1,58.2,1932,5.08,5.12,3.11 +39120,0.41,Premium,G,VS2,59.8,58.0,1061,4.84,4.8,2.88 +17691,0.91,Very Good,E,VVS2,61.1,61.0,7131,6.24,6.2,3.8 +29208,0.37,Very Good,H,VS1,59.8,59.0,695,4.66,4.7,2.8 +17789,1.0,Ideal,E,VS2,59.6,57.0,7168,6.43,6.42,3.83 +9798,0.93,Ideal,G,SI1,62.2,58.0,4666,6.2,6.24,3.87 +24971,2.01,Very Good,I,SI1,61.7,60.0,13464,7.99,8.12,4.97 +25230,1.51,Premium,G,VS2,61.1,58.0,13828,7.42,7.38,4.45 +11653,1.01,Very Good,H,VS1,63.0,55.0,5055,6.35,6.41,4.02 +39665,0.42,Premium,G,VS2,60.1,61.0,1087,4.84,4.81,2.9 +15437,1.05,Premium,G,VS2,62.8,58.0,6181,6.48,6.44,4.06 +42835,0.51,Ideal,E,SI1,61.5,54.0,1356,5.15,5.19,3.18 +42034,0.53,Good,G,SI1,63.8,56.0,1268,5.14,5.18,3.29 +30949,0.32,Premium,H,SI1,61.3,60.0,449,4.36,4.42,2.69 +2410,0.72,Ideal,D,VS2,62.8,57.0,3179,5.68,5.73,3.58 +28613,0.3,Very Good,E,SI1,63.2,57.0,675,4.3,4.25,2.7 +33939,0.34,Ideal,J,VS1,62.0,54.0,464,4.52,4.55,2.81 +19420,1.51,Very Good,I,SI1,61.4,60.0,8073,7.37,7.33,4.51 +20511,1.29,Premium,G,VS2,58.7,58.0,8842,7.27,7.11,4.22 +44707,0.57,Ideal,E,SI1,61.2,57.0,1613,5.37,5.32,3.27 +7409,0.33,Premium,G,VS2,60.0,58.0,579,4.47,4.49,2.69 +44075,0.56,Premium,E,VS2,61.1,59.0,1552,5.27,5.34,3.24 +3333,0.7,Ideal,E,VS2,61.0,56.0,3376,5.76,5.79,3.52 +16355,0.3,Premium,H,VS2,62.7,59.0,608,4.27,4.22,2.66 +9862,0.91,Ideal,H,VS2,62.4,56.0,4678,6.2,6.14,3.85 +29355,0.31,Ideal,G,VS2,61.4,57.0,698,4.37,4.33,2.67 +51675,0.67,Good,F,VVS2,63.8,61.0,2398,5.46,5.54,3.52 +5587,1.0,Premium,J,VVS2,59.6,61.0,3864,6.4,6.36,3.8 +25587,2.01,Premium,I,SI2,62.1,56.0,14428,8.11,8.06,5.02 +41120,0.41,Ideal,F,VVS1,61.6,55.0,1196,4.79,4.82,2.96 +40669,0.44,Premium,G,VVS2,60.9,57.0,1155,4.93,4.89,2.99 +23405,1.52,Very Good,J,VVS2,62.1,60.0,11392,7.33,7.36,4.56 +39505,0.51,Ideal,J,VS2,62.5,57.0,1080,5.04,5.08,3.16 +33162,0.31,Premium,G,VVS1,60.2,59.0,816,4.38,4.43,2.65 +48997,0.71,Premium,H,SI1,62.3,61.0,2049,5.65,5.61,3.51 +23229,1.1,Ideal,D,VVS2,62.0,57.0,11233,6.62,6.57,4.09 +11727,0.34,Ideal,G,VS2,61.4,57.0,596,4.48,4.51,2.76 +44581,0.53,Ideal,E,VS2,62.0,55.0,1607,5.17,5.21,3.22 +21061,1.26,Ideal,F,VS2,61.4,57.0,9236,7.02,6.96,4.29 +50494,0.75,Premium,G,SI2,62.7,58.0,2268,5.82,5.76,3.63 +47790,0.46,Premium,D,VVS1,60.0,59.0,1898,5.0,5.04,3.01 +33063,0.3,Ideal,F,VVS1,62.2,56.0,814,4.27,4.31,2.67 +24760,2.0,Very Good,J,VS2,60.7,59.0,13113,8.12,8.15,4.94 +6427,1.01,Ideal,E,SI2,61.7,57.0,4044,6.5,6.47,4.0 +46468,0.53,Good,D,VS1,60.2,56.0,1775,5.22,5.28,3.16 +44585,0.53,Very Good,E,VS2,61.4,55.0,1607,5.21,5.24,3.21 +3291,0.7,Premium,D,VS1,62.5,59.0,3365,5.69,5.64,3.54 +28970,0.31,Premium,E,SI2,60.9,60.0,435,4.35,4.38,2.66 +19066,1.51,Ideal,J,VS2,61.7,57.0,7847,7.44,7.4,4.58 +12927,1.03,Ideal,F,SI1,61.3,57.0,5378,6.58,6.51,4.01 +32600,0.34,Ideal,D,VS2,61.9,55.0,802,4.49,4.52,2.79 +43797,0.6,Ideal,H,VS2,62.1,55.0,1442,5.42,5.46,3.38 +8501,1.12,Ideal,J,VS2,60.1,57.0,4422,6.82,6.75,4.08 +32409,0.41,Ideal,D,SI1,62.7,56.0,791,4.73,4.78,2.98 +34217,0.4,Ideal,G,SI1,61.0,55.0,855,4.76,4.81,2.92 +28365,0.4,Good,D,SI1,60.3,61.0,667,4.74,4.78,2.87 +1674,0.71,Ideal,E,VS2,62.3,56.0,3026,5.7,5.73,3.56 +24886,2.15,Good,G,SI2,63.8,58.0,13317,8.23,8.08,5.2 +13576,1.21,Ideal,I,SI1,60.6,55.0,5556,6.92,6.87,4.18 +45558,0.56,Very Good,H,VS1,59.8,56.0,1688,5.35,5.38,3.21 +53867,0.7,Very Good,F,VS2,62.3,59.0,2744,5.63,5.7,3.53 +12974,1.03,Very Good,E,SI2,61.7,54.9,5393,6.46,6.52,4.01 +47270,0.59,Ideal,G,VS2,61.9,56.0,1844,5.39,5.44,3.35 +38333,0.32,Ideal,E,VVS1,61.3,57.0,1020,4.43,4.38,2.7 +30755,0.25,Premium,F,IF,61.1,58.0,740,4.1,4.08,2.5 +45284,0.52,Ideal,F,VS2,60.6,55.0,1662,5.19,5.27,3.17 +6230,0.9,Good,F,SI1,58.8,60.0,4004,6.22,6.26,3.67 +16598,1.21,Ideal,H,SI1,62.1,56.0,6629,6.81,6.84,4.23 +19332,2.0,Fair,I,SI2,66.8,55.0,8037,7.75,7.71,5.16 +30986,0.37,Very Good,G,VS1,61.5,58.0,746,4.57,4.6,2.82 +33595,0.37,Premium,G,VS2,59.3,60.0,833,4.71,4.67,2.78 +32424,0.41,Premium,D,SI1,60.5,60.0,791,4.77,4.81,2.9 +48492,0.55,Ideal,G,VVS2,62.0,56.0,1981,5.26,5.28,3.27 +36631,0.4,Ideal,E,VS1,62.5,55.0,947,4.67,4.71,2.93 +7719,0.26,Premium,F,VS1,59.5,58.0,580,4.22,4.18,2.5 +8703,0.38,Very Good,F,SI2,61.2,57.0,585,4.67,4.71,2.87 +18721,1.4,Very Good,I,SI1,61.3,59.0,7644,7.19,7.23,4.42 +4552,0.9,Very Good,J,VS1,62.4,57.0,3643,6.13,6.18,3.84 +22999,1.13,Ideal,F,VVS1,61.7,56.0,11051,6.68,6.75,4.14 +2793,0.93,Fair,I,VS2,64.7,58.0,3258,6.09,6.06,3.93 +21235,1.54,Premium,J,VVS1,62.4,59.0,9383,7.38,7.36,4.6 +30975,0.38,Very Good,F,VS1,61.4,61.0,746,4.66,4.69,2.87 +10281,1.04,Ideal,F,SI2,62.1,57.0,4754,6.48,6.46,4.02 +22990,1.57,Ideal,I,SI1,61.9,55.0,11040,7.38,7.44,4.59 +13215,1.0,Ideal,E,SI1,61.9,56.0,5458,6.37,6.45,3.97 +5348,0.9,Premium,D,SI1,62.1,60.0,3812,6.2,6.14,3.83 +35941,0.3,Ideal,H,SI1,62.4,52.8,475,4.28,4.33,2.69 +14880,0.93,Ideal,E,SI1,61.9,56.0,5992,6.24,6.27,3.87 +52535,0.72,Premium,F,VS2,60.8,58.0,2530,5.78,5.74,3.5 +36405,0.31,Ideal,D,VS2,61.2,55.0,942,4.46,4.36,2.7 +40402,0.34,Ideal,D,VVS1,62.4,55.0,1133,4.45,4.49,2.79 +16212,1.07,Ideal,H,VS1,60.2,59.0,6479,6.66,6.69,4.02 +7067,0.33,Ideal,H,VS1,61.8,56.0,579,4.41,4.46,2.74 +52390,0.7,Very Good,H,VS2,57.9,62.0,2508,5.8,5.9,3.39 +18928,1.61,Very Good,I,SI2,60.9,63.0,7775,7.54,7.5,4.58 +23054,1.53,Premium,H,VS2,60.1,58.0,11087,7.6,7.57,4.71 +16456,1.21,Ideal,H,SI1,62.1,59.0,6573,6.81,6.75,4.21 +16857,1.2,Premium,H,VS1,62.7,58.0,6727,6.75,6.65,4.2 +46673,0.59,Ideal,G,VS2,62.6,54.0,1789,5.38,5.32,3.35 +5798,0.91,Ideal,I,VS1,62.1,57.0,3906,6.2,6.23,3.86 +32221,0.31,Ideal,G,VVS1,62.3,54.0,789,4.37,4.4,2.73 +32349,0.36,Ideal,E,VS2,61.9,56.0,789,4.55,4.56,2.82 +22171,1.52,Premium,E,SI2,61.0,59.0,10214,7.39,7.33,4.49 +11110,1.03,Premium,H,SI1,62.2,60.0,4932,6.43,6.4,3.99 +13338,1.23,Premium,J,VS2,61.9,55.0,5504,6.94,6.88,4.28 +48043,0.51,Premium,G,VVS1,62.4,58.0,1925,5.09,5.13,3.19 +8418,1.51,Premium,H,I1,60.9,56.0,4404,7.38,7.26,4.46 +20706,0.31,Ideal,F,VS2,60.8,57.0,625,4.36,4.39,2.66 +7131,0.92,Very Good,H,VS2,63.1,57.0,4173,6.2,6.17,3.9 +1073,0.31,Premium,I,VS2,62.3,60.0,558,4.32,4.31,2.69 +13073,1.18,Ideal,I,SI1,61.3,55.6,5412,6.79,6.84,4.18 +1540,0.72,Very Good,D,SI1,61.5,58.0,3001,5.74,5.78,3.54 +42090,0.42,Ideal,E,VVS2,61.3,56.0,1273,4.85,4.81,2.96 +13147,1.11,Good,G,SI2,59.7,61.0,5438,6.72,6.69,4.0 +37465,0.42,Ideal,G,VS1,61.4,56.0,984,4.85,4.82,2.97 +49945,0.72,Good,F,SI1,63.9,62.0,2188,5.7,5.63,3.62 +40924,0.3,Ideal,F,SI1,62.2,54.2,499,4.31,4.34,2.69 +473,1.0,Fair,H,SI2,65.3,62.0,2818,6.34,6.12,4.08 +14233,1.07,Very Good,D,SI1,61.8,61.0,5767,6.54,6.57,4.05 +36150,0.33,Premium,E,VS2,61.5,59.0,928,4.46,4.42,2.73 +49176,0.8,Premium,J,SI2,61.4,57.0,2074,5.99,5.93,3.66 +34270,0.32,Ideal,I,VS2,61.5,54.0,466,4.43,4.45,2.73 +264,0.71,Premium,E,SI1,59.2,59.0,2792,5.83,5.86,3.46 +53653,0.78,Ideal,G,SI2,61.5,56.0,2706,5.94,5.97,3.66 +29274,0.31,Ideal,G,VS2,62.2,56.0,698,4.34,4.31,2.69 +37005,0.3,Ideal,D,VVS2,62.9,56.0,965,4.29,4.27,2.69 +40250,0.5,Premium,F,SI1,59.6,61.0,1125,5.15,5.12,3.06 +34170,0.33,Premium,G,VS1,61.9,59.0,854,4.45,4.43,2.75 +31648,0.37,Ideal,J,SI1,62.2,53.0,451,4.63,4.67,2.89 +1574,0.71,Ideal,I,VVS2,60.7,57.0,3007,5.76,5.8,3.51 +44541,0.55,Ideal,G,VS2,61.2,56.8,1604,5.28,5.31,3.24 +33278,0.23,Good,F,VVS2,61.2,62.0,462,3.95,3.99,2.43 +18635,1.01,Ideal,F,VS1,62.5,54.0,7602,6.46,6.43,4.03 +48307,0.32,Ideal,H,VS2,61.5,57.0,534,4.41,4.45,2.72 +16698,0.32,Premium,J,VS1,61.9,58.0,421,4.33,4.39,2.7 +5192,1.07,Premium,H,SI2,60.0,59.0,3775,6.6,6.56,3.95 +43572,0.41,Ideal,G,IF,62.4,54.0,1431,4.78,4.74,2.97 +10275,1.07,Ideal,G,SI2,62.1,55.0,4752,6.54,6.61,4.08 +38315,0.44,Good,F,SI1,56.9,61.0,1018,5.12,5.07,2.9 +18781,1.51,Ideal,H,SI1,61.9,57.0,7678,7.4,7.33,4.56 +45737,0.5,Premium,E,VS2,60.5,60.0,1699,5.13,5.09,3.09 +51732,0.71,Fair,H,VS1,66.4,62.0,2401,5.54,5.49,3.66 +2471,0.71,Very Good,E,VS1,61.5,57.0,3192,5.74,5.77,3.54 +10300,1.03,Ideal,H,SI1,61.0,55.0,4759,6.56,6.59,4.01 +21395,1.51,Very Good,I,VS1,63.1,53.0,9513,7.34,7.25,4.6 +8399,0.34,Premium,D,SI1,62.0,58.0,584,4.43,4.47,2.76 +19503,1.57,Fair,H,VS1,67.3,66.0,8133,7.85,5.75,3.87 +48015,0.7,Fair,F,SI2,58.2,66.0,1920,5.77,5.74,3.35 +17140,1.24,Premium,D,SI2,61.4,59.0,6840,6.87,6.91,4.23 +49360,0.51,Ideal,F,VVS2,61.9,56.0,2098,5.09,5.14,3.16 +6268,0.9,Good,F,SI2,61.9,59.0,4013,6.09,6.12,3.78 +40312,0.4,Ideal,E,VS1,62.3,56.0,1125,4.73,4.71,2.94 +7023,1.36,Fair,J,SI2,67.8,55.0,4158,6.73,6.66,4.54 +12204,1.15,Premium,H,VS2,60.2,58.0,5191,6.86,6.8,4.11 +13200,1.02,Premium,F,SI1,61.0,59.0,5455,6.58,6.47,3.98 +18477,1.08,Premium,G,VS1,63.0,59.0,7523,6.56,6.5,4.11 +24952,1.55,Ideal,H,IF,61.4,57.0,13421,7.42,7.47,4.57 +31909,0.3,Ideal,G,VS1,61.5,56.0,776,4.34,4.28,2.65 +4076,0.31,Very Good,D,SI1,61.7,59.0,571,4.31,4.35,2.67 +11975,1.5,Very Good,J,I1,63.3,58.0,5141,7.27,7.23,4.59 +13615,1.0,Very Good,E,SI1,62.4,59.0,5571,6.36,6.42,3.99 +7765,1.11,Premium,F,SI2,62.1,58.0,4283,6.63,6.51,4.1 +6678,1.22,Fair,I,SI1,66.2,60.0,4099,6.61,6.56,4.36 +15536,1.5,Premium,G,SI2,61.8,60.0,6224,7.28,7.25,4.49 +13193,1.07,Ideal,G,SI1,60.2,57.0,5453,6.7,6.59,4.0 +31683,0.26,Ideal,E,VVS2,62.2,56.0,769,4.15,4.12,2.57 +53232,0.72,Very Good,E,SI1,63.0,56.0,2642,5.73,5.76,3.62 +12592,1.04,Very Good,H,SI1,62.0,58.0,5285,6.42,6.48,4.0 +26620,2.0,Very Good,E,SI2,63.1,53.0,16380,7.99,8.11,5.08 +2233,0.72,Good,F,VVS2,61.3,65.0,3145,5.76,5.72,3.52 +21514,2.0,Fair,I,SI2,65.0,57.0,9610,8.01,7.96,5.19 +24229,2.01,Very Good,H,SI2,62.2,63.0,12423,8.01,7.93,4.96 +39850,0.38,Ideal,E,VVS2,62.0,57.0,1100,4.61,4.62,2.86 +18988,1.13,Very Good,G,VS1,60.7,57.0,7815,6.68,6.72,4.07 +51391,1.16,Premium,H,I1,61.7,62.0,2368,6.68,6.64,4.11 +36948,0.32,Ideal,H,SI1,61.0,56.0,479,4.4,4.42,2.69 +9234,1.19,Very Good,H,SI2,63.4,58.0,4558,6.79,6.76,4.29 +28539,0.3,Premium,E,SI1,62.7,60.0,675,4.28,4.24,2.67 +2068,0.32,Ideal,E,SI1,61.9,56.0,561,4.39,4.43,2.73 +18706,0.27,Very Good,F,VVS2,60.1,58.0,620,4.17,4.22,2.52 +23468,2.02,Premium,J,SI2,62.7,60.0,11463,7.98,8.1,5.04 +27404,2.24,Ideal,F,SI2,60.3,59.0,17989,8.47,8.5,5.12 +52008,0.6,Ideal,D,VS2,62.0,55.0,2444,5.39,5.42,3.35 +1642,0.5,Good,D,VVS2,62.4,64.0,3017,5.03,5.06,3.14 +36386,0.45,Premium,I,SI1,60.3,59.0,941,4.99,4.93,2.99 +24774,1.51,Premium,F,VS1,62.7,59.0,13134,7.31,7.23,4.56 +47153,0.62,Very Good,F,VS2,59.5,63.0,1832,5.54,5.49,3.28 +11181,1.08,Premium,F,SI1,62.1,58.0,4953,6.61,6.57,4.09 +12830,1.02,Fair,E,VS2,66.6,57.0,5350,6.09,6.14,4.07 +9644,1.09,Very Good,I,SI1,61.4,58.0,4640,6.61,6.69,4.08 +42392,0.42,Ideal,E,VVS1,59.7,56.0,1307,4.88,4.91,2.92 +15347,1.18,Premium,H,SI1,61.6,59.0,6159,6.82,6.72,4.17 +4651,0.9,Good,G,SI1,63.8,59.0,3669,6.08,6.05,3.87 +44571,0.57,Premium,J,VS1,60.6,59.0,1606,5.37,5.36,3.25 +43800,0.59,Ideal,I,VS1,62.2,57.0,1442,5.33,5.38,3.33 +15063,1.12,Premium,H,VS2,60.6,59.0,6052,6.77,6.7,4.08 +10491,1.05,Very Good,E,SI2,60.5,58.0,4797,6.55,6.6,3.98 +50576,0.73,Premium,E,SI2,61.8,58.0,2278,5.76,5.71,3.54 +32072,0.32,Ideal,E,VS2,61.4,57.0,780,4.46,4.4,2.72 +39820,0.38,Ideal,E,VS1,62.1,57.0,1097,4.65,4.62,2.88 +18574,1.07,Ideal,G,VS2,61.6,57.0,7577,6.55,6.61,4.05 +9286,0.91,Good,H,VS1,57.8,61.0,4566,6.4,6.36,3.69 +25242,1.6,Ideal,F,VS2,60.1,57.0,13853,7.65,7.59,4.58 +31499,0.34,Premium,G,VS2,61.2,58.0,765,4.5,4.46,2.74 +41805,0.53,Very Good,F,SI1,59.6,58.0,1250,5.28,5.33,3.16 +17812,1.01,Very Good,G,VS1,60.9,55.0,7179,6.46,6.51,3.95 +6028,1.0,Very Good,D,SI2,60.8,63.0,3965,6.41,6.36,3.88 +41477,0.5,Good,F,SI1,57.9,62.0,1231,5.21,5.18,3.01 +16198,1.27,Ideal,H,SI1,61.5,55.0,6472,6.97,6.95,4.28 +3349,0.91,Very Good,E,SI2,63.4,58.0,3379,6.15,6.09,3.88 +8147,0.96,Ideal,G,SI1,63.0,54.0,4355,6.27,6.24,3.94 +14522,1.01,Premium,G,VS2,61.5,56.0,5864,6.47,6.41,3.96 +22223,1.61,Premium,D,SI2,61.3,58.0,10278,7.56,7.49,4.61 +6062,1.2,Premium,H,SI2,62.1,57.0,3965,6.84,6.69,4.21 +19869,1.46,Ideal,E,SI2,62.3,55.0,8421,7.29,7.25,4.53 +13048,0.38,Very Good,I,SI1,59.7,62.0,601,4.7,4.74,2.82 +1404,0.25,Very Good,F,IF,61.5,56.0,560,4.04,4.06,2.48 +32680,0.31,Premium,G,VS1,62.1,58.0,802,4.35,4.31,2.69 +13428,1.01,Good,H,VS1,63.8,59.0,5515,6.34,6.3,4.03 +8784,1.0,Very Good,H,SI1,60.0,63.0,4469,6.37,6.34,3.81 +38529,0.34,Ideal,E,VS1,61.2,57.0,1033,4.5,4.45,2.74 +8308,0.96,Premium,D,SI2,59.1,58.0,4388,6.53,6.44,3.83 +36895,0.31,Premium,F,VVS1,61.8,59.0,959,4.35,4.33,2.68 +32372,0.35,Ideal,D,VS2,62.5,56.0,790,4.51,4.55,2.83 +36485,0.32,Ideal,F,IF,60.9,57.0,943,4.41,4.43,2.69 +35710,0.3,Ideal,D,VS2,60.8,57.0,911,4.38,4.33,2.65 +47084,0.54,Ideal,E,VS1,62.6,55.0,1823,5.22,5.2,3.26 +46326,0.6,Good,G,VS1,60.1,61.0,1757,5.44,5.5,3.29 +38062,0.38,Ideal,F,VS1,61.1,56.0,1013,4.69,4.71,2.87 +50818,0.71,Ideal,G,SI1,61.1,57.0,2307,5.79,5.73,3.52 +15870,1.0,Ideal,G,VS1,62.2,56.0,6349,6.35,6.41,3.97 +22213,1.51,Premium,G,SI1,60.6,60.0,10267,7.45,7.41,4.5 +26462,2.02,Ideal,I,VS2,61.5,58.0,16018,8.19,8.11,5.01 +47544,0.47,Ideal,E,VS1,61.2,56.0,1872,5.01,5.05,3.08 +15556,1.22,Premium,E,SI2,61.5,58.0,6237,6.81,6.85,4.2 +43350,0.51,Premium,D,SI2,59.5,61.0,1406,5.19,5.16,3.08 +50129,0.58,Ideal,D,VS1,61.8,56.0,2211,5.34,5.37,3.31 +5813,0.91,Very Good,D,SI2,63.4,59.0,3911,6.12,6.15,3.89 +6514,0.9,Ideal,H,VS1,61.2,57.0,4064,6.28,6.24,3.83 +3972,0.55,Good,D,IF,58.0,62.0,3509,5.31,5.41,3.12 +4491,0.9,Good,H,SI2,64.5,58.0,3627,6.0,5.96,3.86 +53287,0.3,Very Good,D,SI1,62.5,59.0,552,4.26,4.28,2.67 +5755,0.93,Good,F,SI2,63.4,54.0,3896,6.19,6.24,3.94 +6672,0.94,Premium,E,SI2,62.4,58.0,4098,6.26,6.33,3.93 +15102,1.05,Very Good,G,VS2,62.8,58.0,6070,6.44,6.48,4.06 +47486,0.83,Ideal,H,SI2,61.8,57.0,1863,6.08,5.99,3.73 +12848,1.22,Good,J,VS1,58.5,61.0,5356,6.94,7.0,4.08 +20647,1.2,Premium,G,VS1,63.0,61.0,8938,6.62,6.59,4.16 +2765,0.82,Ideal,F,SI1,62.6,56.0,3251,5.95,5.99,3.74 +7426,0.92,Very Good,H,VS1,61.7,62.0,4228,6.2,6.12,3.8 +33380,0.41,Ideal,G,VS2,62.5,54.0,827,4.75,4.78,2.98 +39068,0.4,Ideal,G,VVS1,61.8,53.0,1059,4.75,4.77,2.94 +9724,1.15,Very Good,H,SI2,61.9,57.0,4654,6.68,6.72,4.15 +45582,0.52,Ideal,G,VS1,60.9,55.0,1689,5.16,5.22,3.16 +14052,0.31,Premium,G,VS2,58.8,62.0,605,4.41,4.4,2.59 +1421,0.78,Premium,E,VS2,62.6,57.0,2970,5.91,5.85,3.68 +7703,1.12,Premium,E,SI2,62.4,58.0,4277,6.59,6.64,4.13 +39165,0.45,Good,E,SI1,63.9,57.0,1063,4.86,4.81,3.09 +2060,0.32,Ideal,G,VS2,60.3,57.0,561,4.43,4.46,2.68 +16187,1.22,Ideal,I,VS1,61.9,55.7,6469,6.81,6.84,4.23 +19018,1.5,Premium,J,VS1,62.0,61.0,7832,7.37,7.24,4.53 +11707,0.34,Premium,G,VS2,61.0,58.0,596,4.46,4.49,2.73 +26364,0.32,Premium,F,VS2,59.7,59.0,645,4.41,4.44,2.64 +9267,0.92,Very Good,E,SI1,62.1,58.0,4562,6.15,6.22,3.84 +3053,0.27,Ideal,H,IF,61.6,56.0,566,4.18,4.21,2.58 +25324,1.63,Ideal,E,SI1,60.5,59.0,14022,7.66,7.62,4.62 +19402,1.53,Ideal,I,SI2,63.7,58.0,8062,7.31,7.27,4.64 +39865,0.39,Ideal,G,IF,61.9,54.0,1101,4.67,4.73,2.91 +15833,1.01,Premium,G,VS1,62.7,58.0,6335,6.36,6.31,3.97 +44244,0.51,Very Good,F,VS2,63.1,58.0,1574,5.11,5.09,3.22 +30977,0.37,Ideal,F,VS2,60.6,56.0,746,4.63,4.64,2.81 +5861,1.03,Ideal,J,SI1,61.9,56.0,3921,6.45,6.5,4.01 +13394,0.32,Very Good,F,VS2,59.7,62.0,602,4.38,4.43,2.63 +12887,1.13,Very Good,J,VS1,62.1,59.0,5370,6.64,6.71,4.14 +9348,1.02,Very Good,D,SI2,58.6,63.0,4583,6.56,6.54,3.84 +10632,1.15,Ideal,H,SI2,62.0,57.0,4830,6.75,6.66,4.16 +9521,1.01,Premium,F,SI2,62.9,59.0,4616,6.32,6.27,3.96 +47967,0.52,Ideal,D,VS2,61.6,55.0,1919,5.2,5.15,3.19 +17128,1.2,Very Good,H,VS2,63.3,59.0,6833,6.78,6.74,4.28 +9726,1.12,Premium,F,SI2,61.6,58.0,4654,6.69,6.63,4.1 +1212,0.81,Ideal,E,SI2,60.2,57.0,2938,6.1,6.06,3.66 +48738,0.5,Very Good,F,VVS2,61.0,61.0,2013,5.09,5.11,3.11 +25876,2.0,Good,J,VS1,62.4,58.0,14973,8.01,8.08,5.02 +9907,1.05,Very Good,I,SI1,62.6,56.0,4688,6.49,6.45,4.05 +3824,0.8,Very Good,F,VS2,62.1,60.0,3471,5.86,5.92,3.66 +16426,1.03,Ideal,H,VVS2,62.4,53.0,6560,6.45,6.51,4.05 +13299,1.03,Ideal,E,SI2,61.7,55.0,5491,6.52,6.46,4.01 +47444,0.55,Ideal,G,VS1,61.5,57.0,1856,5.28,5.23,3.23 +46940,0.52,Ideal,E,VS2,61.8,55.0,1815,5.19,5.17,3.2 +46039,0.57,Ideal,E,SI1,61.8,57.0,1728,5.33,5.28,3.28 +13259,0.9,Good,F,VVS2,61.8,63.0,5480,6.14,6.19,3.81 +49340,0.81,Very Good,G,SI2,63.2,60.0,2095,5.82,5.79,3.67 +36849,0.37,Ideal,F,VS2,61.4,56.0,957,4.63,4.59,2.83 +25613,1.51,Premium,E,VS2,59.8,58.0,14482,7.55,7.52,4.47 +678,0.79,Good,E,SI1,64.1,54.0,2849,5.86,5.84,3.75 +22209,1.21,Ideal,G,VVS2,60.6,56.0,10256,6.9,6.89,4.18 +50947,0.62,Ideal,G,VS2,61.6,55.0,2321,5.51,5.53,3.4 +28972,0.31,Very Good,H,SI1,61.0,61.0,435,4.33,4.39,2.66 +20168,1.05,Ideal,G,VVS1,60.1,57.0,8623,6.58,6.63,3.97 +26594,1.74,Ideal,G,VS2,61.7,56.0,16316,7.72,7.68,4.75 +5906,0.83,Ideal,D,SI1,61.5,53.0,3933,6.09,6.07,3.74 +31382,0.37,Ideal,E,VS2,61.0,56.0,762,4.64,4.67,2.84 +13016,1.13,Very Good,D,SI2,62.3,60.0,5408,6.59,6.7,4.14 +44893,0.5,Ideal,E,VS2,62.5,57.0,1629,5.1,5.04,3.17 +7863,1.11,Very Good,E,SI2,62.3,58.0,4307,6.64,6.68,4.15 +10036,0.24,Premium,E,VS2,62.6,58.0,417,3.99,4.03,2.51 +35943,0.33,Ideal,G,SI1,61.3,56.0,475,4.45,4.49,2.74 +50597,0.71,Premium,G,SI1,62.3,56.0,2283,5.69,5.65,3.53 +43822,0.51,Ideal,E,SI1,62.5,56.0,1443,5.1,5.07,3.18 +5881,1.01,Good,H,SI2,65.7,60.0,3926,6.17,6.19,4.06 +14956,1.07,Premium,G,VS2,60.1,60.0,6022,6.76,6.6,3.99 +40627,0.41,Ideal,E,VS1,61.8,57.0,1153,4.79,4.76,2.95 +27778,0.32,Ideal,H,VS2,62.0,57.0,648,4.39,4.35,2.71 +37438,0.33,Premium,E,VVS1,59.7,58.0,984,4.49,4.52,2.69 +17825,1.5,Premium,H,SI2,61.4,62.0,7187,7.4,7.25,4.49 +10779,1.01,Very Good,I,VS1,59.7,58.0,4858,6.53,6.57,3.91 +34055,0.36,Ideal,D,SI1,60.3,56.0,851,4.65,4.61,2.79 +51013,0.74,Ideal,I,SI1,62.3,57.0,2327,5.76,5.79,3.6 +606,0.74,Very Good,E,SI1,60.0,57.0,2839,5.85,5.89,3.52 +4872,1.0,Very Good,G,SI2,63.1,63.0,3713,6.33,6.23,3.96 +10950,1.03,Ideal,G,SI1,60.9,57.0,4900,6.54,6.5,3.97 +27968,0.3,Ideal,E,VS2,61.8,55.0,658,4.33,4.35,2.68 +9963,1.09,Good,H,SI1,62.4,64.0,4700,6.61,6.51,4.09 +31874,0.3,Very Good,H,VVS2,63.1,60.0,776,4.28,4.24,2.69 +33419,0.32,Premium,H,VVS2,62.1,58.0,828,4.39,4.34,2.71 +24997,2.2,Ideal,I,SI2,62.2,56.0,13512,8.33,8.29,5.17 +34109,0.3,Ideal,D,VVS1,62.1,56.0,853,4.31,4.32,2.68 +25425,1.51,Very Good,F,VS2,62.5,58.0,14165,7.21,7.36,4.55 +36879,0.42,Ideal,E,VS2,61.7,56.0,958,4.8,4.82,2.97 +440,0.9,Fair,J,VS2,65.0,56.0,2815,6.08,6.04,3.94 +12828,1.05,Ideal,F,SI2,61.9,56.0,5347,6.48,6.5,4.02 +40380,0.36,Ideal,D,VS1,61.7,55.0,1131,4.58,4.6,2.83 +50142,0.61,Ideal,E,VS1,62.2,56.0,2214,5.43,5.41,3.37 +4999,1.08,Good,J,SI2,63.2,59.0,3742,6.4,6.57,4.1 +37738,0.4,Ideal,G,VVS1,60.2,60.0,997,4.78,4.82,2.89 +32589,0.3,Ideal,D,VVS2,59.4,60.0,802,4.39,4.47,2.63 +7308,0.84,Very Good,D,SI1,59.9,54.0,4205,6.2,6.23,3.72 +38751,0.35,Ideal,E,VVS1,60.7,57.0,1044,4.53,4.57,2.76 +22222,1.57,Ideal,I,VS2,62.7,56.0,10278,7.36,7.4,4.63 +37694,0.35,Ideal,F,VVS1,60.6,57.0,994,4.57,4.6,2.78 +28469,0.27,Ideal,G,IF,61.0,56.0,672,4.17,4.19,2.55 +43685,0.5,Good,F,VS2,63.8,55.0,1436,5.03,5.06,3.22 +49964,0.3,Premium,E,SI2,61.7,61.0,540,4.31,4.28,2.65 +26151,1.78,Premium,H,VS1,60.2,59.0,15460,7.83,7.96,4.75 +1385,0.31,Very Good,G,VS2,62.6,56.0,559,4.33,4.37,2.72 +41530,0.42,Ideal,G,VVS1,61.1,56.0,1235,4.87,4.82,2.96 +45579,0.52,Ideal,G,VS1,61.1,55.0,1689,5.15,5.19,3.16 +53594,0.7,Good,G,VS2,62.6,61.0,2699,5.57,5.61,3.5 +752,0.77,Premium,F,SI1,60.8,59.0,2856,5.92,5.86,3.58 +35455,0.32,Ideal,E,VS2,62.8,54.0,900,4.38,4.35,2.74 +27708,0.36,Good,E,SI2,63.7,54.0,648,4.55,4.52,2.89 +24905,1.51,Very Good,G,VVS2,62.1,59.0,13337,7.28,7.34,4.54 +11443,0.72,Ideal,F,VVS1,60.8,56.0,5006,5.81,5.83,3.54 +8135,1.01,Very Good,E,SI2,59.6,61.0,4355,6.56,6.59,3.92 +46652,0.51,Ideal,D,VS2,61.5,57.0,1787,5.11,5.14,3.15 +7133,0.92,Ideal,G,SI1,62.6,56.0,4173,6.21,6.19,3.88 +2130,0.72,Ideal,H,VS2,61.7,56.0,3122,5.74,5.77,3.56 +37207,0.34,Ideal,G,IF,61.5,55.0,974,4.51,4.53,2.78 +10126,1.01,Very Good,D,SI2,61.5,56.0,4719,6.39,6.46,3.95 +4548,0.82,Very Good,E,VS2,62.6,60.0,3641,5.91,5.97,3.72 +9289,1.06,Ideal,F,SI2,60.7,57.0,4568,6.57,6.61,4.0 +23662,1.7,Premium,H,SI1,62.5,60.0,11709,7.54,7.49,4.7 +51488,0.7,Ideal,F,VS1,62.2,55.0,2381,5.72,5.69,3.55 +53842,0.8,Very Good,H,SI1,63.8,56.0,2739,5.85,5.91,3.75 +41791,0.41,Very Good,E,VVS2,61.6,60.0,1249,4.75,4.77,2.93 +27504,2.02,Premium,H,VS2,62.7,53.0,18207,8.02,7.95,0.0 +53514,0.73,Ideal,I,VS2,61.9,56.0,2686,5.77,5.8,3.59 +12638,1.0,Ideal,F,SI1,61.9,56.0,5292,6.41,6.36,3.95 +53117,0.7,Very Good,E,SI1,62.5,59.0,2617,5.66,5.7,3.55 +16499,1.11,Very Good,G,VS2,60.8,58.0,6593,6.65,6.7,4.06 +4410,0.31,Ideal,D,SI1,61.5,56.0,571,4.33,4.35,2.67 +4825,0.9,Premium,F,SI2,58.0,57.0,3704,6.41,6.34,3.7 +10939,1.01,Very Good,F,SI1,61.0,61.0,4899,6.44,6.47,3.94 +20853,1.24,Ideal,F,VS2,61.4,57.0,9073,6.98,6.86,4.25 +39660,0.42,Premium,G,VS2,59.5,59.0,1087,4.89,4.83,2.89 +34268,0.29,Very Good,H,VVS2,62.2,54.0,466,4.23,4.26,2.64 +34193,0.33,Premium,F,VS2,60.8,58.0,854,4.47,4.44,2.71 +12147,1.0,Good,E,SI1,63.7,60.0,5174,6.29,6.24,3.99 +32883,0.4,Premium,J,VS1,60.7,60.0,810,4.79,4.76,2.9 +26720,0.32,Good,G,VS1,63.2,55.0,645,4.37,4.39,2.77 +29645,0.35,Ideal,G,VS1,62.1,56.0,706,4.52,4.56,2.82 +14891,1.33,Ideal,J,SI1,62.5,56.0,5996,7.05,6.99,4.39 +50399,0.73,Ideal,F,SI2,61.5,55.0,2255,5.79,5.85,3.58 +37544,0.39,Ideal,F,VVS2,61.3,56.0,988,4.73,4.77,2.91 +30775,0.35,Ideal,G,VS1,61.3,54.0,741,4.58,4.63,2.83 +34061,0.36,Ideal,D,SI1,62.5,56.0,851,4.57,4.55,2.85 +41539,0.42,Ideal,D,VS1,61.5,54.0,1235,4.84,4.79,2.96 +38881,0.4,Ideal,D,VS2,60.4,56.0,1050,4.77,4.73,2.87 +25793,2.25,Very Good,H,SI2,61.2,63.0,14775,8.49,8.38,5.16 +34535,0.33,Ideal,G,VVS1,61.5,56.0,868,4.45,4.46,2.74 +19529,1.33,Very Good,F,SI1,63.3,56.0,8163,6.91,6.95,4.39 +7691,1.1,Very Good,H,SI1,63.0,58.0,4276,6.53,6.59,4.13 +52268,0.76,Premium,F,SI2,60.5,60.0,2491,5.92,5.89,3.57 +45513,0.55,Good,F,VS1,59.5,62.0,1682,5.3,5.35,3.17 +47219,0.5,Premium,F,VS1,61.8,60.0,1838,5.1,5.06,3.14 +4889,0.9,Ideal,G,SI2,62.3,56.0,3718,6.14,6.21,3.85 +43679,0.5,Very Good,F,VS2,60.6,58.0,1436,5.07,5.12,3.09 +36852,0.37,Premium,F,VS2,61.9,59.0,957,4.61,4.57,2.84 +38504,0.47,Good,H,VS1,65.1,59.0,1031,4.81,4.87,3.15 +50224,0.53,Ideal,E,VVS2,62.0,58.0,2230,5.16,5.2,3.21 +53612,0.35,Very Good,H,VS2,59.6,62.0,552,4.57,4.62,2.74 +50469,0.71,Very Good,H,SI1,60.7,60.0,2266,5.73,5.76,3.49 +42861,0.5,Very Good,F,VS2,60.8,61.0,1357,5.04,5.09,3.08 +46894,0.56,Premium,H,VVS2,59.8,57.0,1814,5.48,5.39,3.25 +39887,0.42,Premium,F,VS1,59.9,61.0,1103,4.88,4.84,2.91 +47645,0.23,Ideal,F,VVS2,62.3,56.0,530,3.95,4.01,2.48 +3110,0.74,Very Good,E,VS2,62.8,58.0,3323,5.73,5.76,3.61 +38411,0.35,Premium,G,VVS2,62.2,58.0,1024,4.54,4.49,2.81 +12453,1.34,Very Good,G,SI2,63.2,57.0,5245,6.98,6.95,4.4 +39036,0.37,Ideal,G,IF,62.1,55.0,1056,4.6,4.64,2.87 +7083,1.04,Premium,E,SI2,61.6,59.0,4164,6.55,6.57,4.04 +3107,0.86,Premium,E,SI1,61.9,61.0,3323,6.07,5.99,3.73 +22542,1.02,Premium,D,VVS2,61.4,58.0,10580,6.43,6.46,3.96 +31057,0.38,Very Good,F,VS2,59.7,57.0,752,4.73,4.79,2.84 +51136,0.65,Ideal,F,VS1,62.2,57.0,2340,5.6,5.53,3.46 +40639,0.41,Premium,E,VS1,62.8,58.0,1153,4.72,4.7,2.96 +52394,0.82,Fair,F,SI2,56.7,70.0,2508,6.28,6.16,3.53 +10889,1.02,Ideal,G,SI1,60.5,59.0,4882,6.55,6.51,3.95 +32565,0.43,Ideal,G,SI2,61.1,55.0,800,4.92,4.9,3.0 +10724,0.31,Premium,D,SI2,62.1,59.0,593,4.35,4.31,2.69 +41457,0.52,Premium,E,SI2,61.8,54.0,1229,5.18,5.15,3.19 +30101,0.32,Ideal,H,VS1,63.0,57.0,720,4.35,4.32,2.73 +46335,0.58,Premium,I,VVS1,62.6,59.0,1758,5.31,5.27,3.31 +51969,0.26,Ideal,H,IF,62.1,55.0,545,4.09,4.13,2.55 +3146,0.71,Ideal,G,VVS1,61.4,59.0,3332,5.7,5.76,3.52 +34479,0.38,Very Good,E,VS2,60.5,62.0,866,4.65,4.74,2.84 +608,0.7,Ideal,F,VS1,61.6,54.0,2839,5.75,5.72,3.53 +9113,0.9,Ideal,F,VS2,60.5,54.0,4531,6.22,6.17,3.75 +13076,1.26,Premium,D,SI2,61.9,58.0,5412,6.88,6.81,4.24 +17065,0.32,Ideal,G,SI1,63.0,56.0,612,4.38,4.35,2.75 +28476,0.32,Ideal,G,VS2,62.4,55.0,672,4.39,4.36,2.73 +26110,1.51,Ideal,F,VS1,62.5,57.0,15378,7.33,7.3,4.57 +41630,0.29,Good,F,VS1,64.4,54.0,504,4.21,4.24,2.72 +39641,0.51,Premium,I,SI1,61.3,58.0,1084,5.16,5.11,3.15 +39419,0.41,Ideal,F,VS1,61.3,57.0,1076,4.79,4.77,2.93 +28383,0.33,Very Good,I,VS1,63.1,56.0,668,4.4,4.38,2.77 +6368,0.32,Premium,H,SI1,61.3,60.0,576,4.42,4.36,2.69 +32563,0.31,Ideal,E,VS1,61.7,53.0,800,4.36,4.39,2.7 +30111,0.32,Premium,G,VS2,61.1,58.0,720,4.45,4.42,2.71 +50696,0.44,Ideal,D,VVS1,60.6,56.0,2290,4.95,4.99,3.01 +10056,0.27,Very Good,F,VVS1,62.0,55.0,591,4.16,4.16,2.59 +21543,1.5,Premium,G,SI1,61.2,58.0,9645,7.34,7.44,4.52 +36112,0.42,Premium,E,SI1,60.0,58.0,926,4.89,4.85,2.92 +1067,0.31,Premium,I,VS2,60.8,60.0,558,4.42,4.37,2.67 +31675,0.26,Ideal,F,VVS2,62.5,56.0,769,4.12,4.1,2.57 +42905,0.71,Fair,J,SI2,66.1,58.0,1362,5.53,5.43,3.62 +17484,1.1,Premium,G,VS2,59.4,60.0,7022,6.78,6.72,4.01 +43496,0.54,Good,G,VS2,63.2,55.0,1422,5.15,5.2,3.27 +18867,1.5,Good,F,SI2,62.4,55.0,7738,7.27,7.34,4.56 +8480,1.01,Very Good,F,SI2,62.7,59.0,4416,6.35,6.4,4.0 +10144,0.9,Ideal,F,SI1,61.3,56.0,4724,6.21,6.23,3.81 +33088,0.29,Very Good,F,IF,59.9,56.0,815,4.35,4.37,2.61 +28160,0.3,Ideal,H,VVS1,61.9,57.0,665,4.3,4.33,2.67 +22036,0.31,Ideal,H,VS2,62.0,57.0,628,4.38,4.33,2.7 +25358,0.28,Very Good,D,VVS2,62.2,59.0,642,4.18,4.21,2.61 +39942,0.28,Very Good,G,VS2,61.3,57.0,492,4.21,4.24,2.59 +1863,0.9,Good,G,SI2,63.7,62.0,3067,6.01,6.07,3.85 +39644,0.3,Premium,F,IF,61.6,58.0,1085,4.34,4.3,2.66 +14353,1.25,Ideal,H,SI2,61.2,57.0,5810,6.93,6.89,4.23 +34623,0.31,Premium,E,VS2,60.6,59.0,872,4.39,4.36,2.65 +39183,0.35,Ideal,D,VS2,61.9,55.0,1063,4.54,4.5,2.8 +94,0.71,Very Good,E,VS2,62.4,57.0,2759,5.68,5.73,3.56 +14503,1.14,Premium,H,VS2,61.3,59.0,5858,6.76,6.72,4.13 +42537,0.4,Ideal,D,VVS2,62.0,56.0,1323,4.74,4.71,2.93 +50237,0.62,Premium,H,VVS1,61.9,58.0,2232,5.49,5.46,3.39 +17858,1.33,Premium,H,SI1,61.1,61.0,7204,7.05,7.02,4.3 +9019,1.0,Very Good,H,VS2,63.3,60.0,4514,6.31,6.22,3.97 +7638,1.06,Very Good,I,SI1,60.4,59.0,4267,6.56,6.61,3.98 +36458,0.31,Ideal,D,VS2,62.1,55.0,942,4.35,4.32,2.69 +340,0.78,Premium,G,VS2,60.8,58.0,2803,6.03,5.95,3.64 +48051,0.7,Ideal,J,SI1,60.4,56.0,1926,5.71,5.74,3.46 +20995,1.59,Ideal,I,SI1,62.4,58.0,9209,7.43,7.48,4.65 +40003,0.41,Ideal,F,VS2,61.8,57.0,1107,4.79,4.75,2.95 +7536,0.92,Good,G,VS2,63.4,57.0,4243,6.17,6.23,3.93 +8446,1.01,Premium,H,VS2,62.3,58.0,4412,6.45,6.36,3.99 +13088,1.01,Good,G,VS2,64.4,58.0,5418,6.23,6.31,4.04 +8780,1.0,Very Good,H,SI1,63.4,56.0,4469,6.37,6.34,4.03 +52114,0.75,Very Good,G,SI1,62.3,59.0,2462,5.77,5.81,3.61 +27476,2.03,Premium,H,VS2,62.1,56.0,18139,8.2,8.12,5.07 +1892,0.76,Ideal,D,SI1,62.8,57.0,3075,5.81,5.85,3.66 +48666,0.75,Ideal,J,VS2,61.5,54.0,2001,5.87,5.9,3.62 +16136,1.01,Ideal,G,VS2,61.9,58.0,6449,6.37,6.43,3.96 +33144,0.31,Premium,G,VVS1,62.2,59.0,816,4.3,4.32,2.68 +35573,0.35,Ideal,F,VS2,61.4,56.0,906,4.56,4.53,2.79 +10065,0.32,Very Good,H,SI1,63.1,58.0,591,4.36,4.33,2.74 +17212,1.0,Very Good,D,VS2,62.6,56.0,6881,6.33,6.39,3.98 +29147,0.31,Ideal,E,VS1,61.1,54.0,692,4.37,4.4,2.68 +21563,1.75,Ideal,J,VS2,62.1,57.0,9663,7.71,7.66,4.77 +17040,1.3,Premium,I,VS1,62.2,59.0,6806,6.91,6.97,4.32 +17163,1.02,Ideal,E,VS2,62.7,56.0,6854,6.44,6.38,4.02 +24199,1.53,Very Good,E,SI1,62.6,57.0,12386,7.25,7.41,4.59 +13247,1.2,Premium,I,VS2,62.1,59.0,5474,6.77,6.72,4.19 +45791,0.55,Ideal,F,VS2,61.7,56.0,1709,5.25,5.31,3.26 +15736,1.32,Very Good,G,SI2,62.9,57.0,6294,6.94,6.98,4.38 +32572,0.38,Very Good,F,VS2,62.8,57.0,800,4.58,4.62,2.89 +3753,0.7,Ideal,D,SI1,61.8,56.0,3454,5.7,5.72,3.53 +13807,1.08,Ideal,H,VS2,61.8,56.0,5625,6.59,6.55,4.06 +43206,0.62,Ideal,G,SI2,60.6,57.0,1395,5.53,5.56,3.36 +15368,0.3,Ideal,F,VS2,60.9,56.0,605,4.32,4.35,2.64 +32278,0.36,Ideal,F,VS1,60.1,57.0,789,4.62,4.67,2.79 +44358,0.56,Ideal,G,VS2,62.0,56.0,1580,5.28,5.3,3.28 +41405,0.56,Ideal,J,VS2,62.0,56.0,1224,5.27,5.31,3.28 +51031,0.71,Ideal,E,SI1,61.5,57.0,2329,5.78,5.74,3.54 +50260,0.5,Ideal,E,VVS2,61.5,57.0,2236,5.09,5.12,3.14 +9816,1.09,Ideal,G,SI2,61.2,57.0,4670,6.68,6.63,4.07 +6722,0.3,Ideal,H,VVS2,61.0,55.0,577,4.33,4.34,2.65 +14146,1.22,Very Good,E,SI2,63.3,56.0,5739,6.78,6.75,4.28 +23059,2.2,Very Good,H,SI2,63.3,57.0,11088,8.28,8.17,5.21 +3392,0.27,Very Good,E,VVS2,59.7,61.0,567,4.24,4.27,2.54 +3208,0.91,Premium,F,SI2,63.0,59.0,3346,6.17,6.12,3.87 +31871,0.3,Premium,H,VVS2,61.5,58.0,776,4.3,4.28,2.64 +6410,0.77,Ideal,D,VS1,62.2,55.0,4039,5.85,5.88,3.65 +46553,0.51,Ideal,E,VS2,62.6,55.0,1781,5.11,5.08,3.19 +47950,0.31,Ideal,D,IF,60.5,57.0,1917,4.39,4.41,2.66 +36,0.23,Good,F,VS1,58.2,59.0,402,4.06,4.08,2.37 +29851,0.3,Premium,D,VS2,60.7,60.0,710,4.33,4.37,2.64 +40620,0.26,Very Good,F,VS1,60.4,56.0,499,4.14,4.16,2.51 +26766,2.06,Premium,G,SI2,61.8,58.0,16587,8.15,8.1,5.02 +49751,0.63,Very Good,G,VS1,63.1,58.0,2157,5.42,5.46,3.43 +12245,1.01,Premium,F,SI1,62.6,58.0,5202,6.37,6.32,3.97 +20335,1.5,Premium,G,SI2,60.7,61.0,8736,7.36,7.33,4.46 +40426,0.54,Very Good,I,SI1,63.2,57.0,1135,5.17,5.21,3.28 +43244,0.38,Ideal,D,VVS1,61.8,56.0,1400,4.63,4.66,2.87 +7471,1.0,Premium,F,SI1,62.1,60.0,4234,6.29,6.23,3.88 +15575,1.01,Good,G,VS1,58.7,62.0,6247,6.49,6.55,3.83 +32223,0.31,Ideal,G,VVS1,62.0,56.0,789,4.38,4.4,2.72 +49370,0.56,Very Good,E,VVS2,62.6,57.0,2100,5.25,5.23,3.28 +36257,0.41,Ideal,E,VS2,62.1,56.0,935,4.74,4.76,2.95 +36565,0.3,Premium,G,VVS1,59.8,62.0,945,4.36,4.33,2.6 +18906,1.52,Premium,J,VS2,62.0,59.0,7758,7.28,7.31,4.52 +48028,0.57,Ideal,H,VS1,61.0,57.0,1922,5.37,5.34,3.26 +45978,0.3,Premium,H,VS1,61.0,58.0,526,4.28,4.31,2.62 +42630,0.32,Ideal,H,VS2,62.0,57.0,505,4.35,4.39,2.71 +47883,0.6,Very Good,G,VS1,61.6,56.0,1912,5.4,5.44,3.34 +29186,0.3,Ideal,E,VS1,62.5,56.0,694,4.27,4.31,2.68 +13680,1.02,Very Good,D,SI1,63.5,61.0,5598,6.35,6.27,4.01 +30255,0.3,Very Good,G,VVS1,60.7,56.0,725,4.32,4.35,2.63 +48428,0.57,Ideal,G,VS1,61.4,55.0,1972,5.34,5.38,3.29 +15550,1.0,Ideal,G,VS2,58.9,60.0,6235,6.53,6.58,3.86 +6915,0.9,Premium,G,VS2,62.4,61.0,4137,6.17,6.13,3.84 +30288,0.3,Very Good,G,SI1,62.6,57.0,447,4.25,4.34,2.69 +29691,0.31,Ideal,H,VVS1,62.2,54.0,707,4.36,4.39,2.72 +9577,1.0,Premium,D,SI2,59.5,62.0,4626,6.52,6.49,3.87 +6090,1.02,Very Good,F,SI2,59.6,59.0,3974,6.51,6.54,3.89 +22663,1.04,Ideal,D,VS1,61.6,57.0,10709,6.52,6.56,4.03 +38997,0.52,Ideal,H,SI2,61.0,55.0,1054,5.19,5.23,3.18 +21936,1.01,Fair,D,SI2,64.6,58.0,10011,6.25,6.2,4.02 +18824,1.26,Ideal,G,SI1,61.9,56.0,7711,6.92,6.98,4.3 +3651,0.91,Very Good,E,SI2,60.0,60.0,3438,6.23,6.28,3.75 +51750,0.78,Very Good,H,SI2,62.6,59.0,2405,5.81,5.85,3.65 +52640,0.24,Very Good,F,VVS2,60.5,59.0,552,3.98,4.05,2.43 +15216,1.01,Premium,G,VS2,62.1,54.0,6108,6.5,6.36,3.99 +17983,1.2,Premium,E,SI1,60.9,57.0,7274,6.86,6.8,4.16 +6406,1.03,Premium,H,SI2,62.1,59.0,4038,6.47,6.42,4.0 +36138,0.33,Ideal,E,VS2,60.8,57.0,928,4.47,4.45,2.71 +1005,0.79,Ideal,G,SI1,62.3,57.0,2898,5.9,5.85,3.66 +7557,1.15,Premium,E,SI2,62.5,58.0,4250,6.65,6.72,4.18 +22206,1.7,Very Good,H,SI2,60.8,56.0,10255,7.67,7.72,4.68 +50599,0.61,Ideal,F,VS1,61.8,57.0,2283,5.43,5.47,3.37 +50312,0.7,Premium,F,SI1,59.4,60.0,2239,5.77,5.74,3.42 +36528,0.42,Ideal,I,VVS1,60.2,57.0,945,4.88,4.85,2.93 +49297,0.3,Ideal,H,VS1,62.2,54.0,539,4.29,4.33,2.68 +42203,0.4,Good,F,VVS1,59.2,64.0,1287,4.8,4.83,2.85 +929,0.73,Premium,F,VS2,59.9,58.0,2882,5.87,5.84,3.51 +6573,1.0,Premium,E,SI2,62.6,56.0,4077,6.43,6.39,4.01 +5815,1.02,Ideal,I,SI2,62.7,57.0,3913,6.43,6.4,4.02 +38035,0.32,Ideal,E,VVS2,61.5,56.0,1010,4.41,4.44,2.72 +10261,1.01,Premium,E,SI2,61.5,58.0,4751,6.43,6.4,3.95 +9265,0.92,Premium,E,SI1,62.2,58.0,4562,6.18,6.23,3.86 +25451,1.51,Very Good,D,VS2,63.1,62.0,14205,7.24,7.22,4.56 +43936,0.3,Good,G,VS2,58.5,64.0,515,4.42,4.37,2.57 +12820,1.01,Ideal,F,SI1,60.9,55.0,5345,6.5,6.48,3.95 +32746,0.33,Ideal,D,VS2,60.7,56.0,803,4.48,4.5,2.73 +26551,2.06,Ideal,G,SI2,62.9,56.0,16235,8.13,8.04,5.08 +47609,0.53,Very Good,F,VVS2,59.6,56.0,1880,5.27,5.31,3.16 +36860,0.42,Ideal,E,VS2,61.8,57.0,958,4.77,4.81,2.96 +4942,0.58,Ideal,D,VVS1,62.1,55.0,3732,5.33,5.37,3.32 +784,0.53,Ideal,F,VVS1,61.4,57.0,2860,5.23,5.2,3.2 +19334,1.16,Ideal,D,VS2,62.1,57.0,8038,6.7,6.73,4.17 +39302,0.38,Premium,E,VS1,60.2,58.0,1069,4.71,4.66,2.82 +22676,1.5,Ideal,H,SI1,61.3,57.0,10725,7.38,7.4,4.53 +49333,0.7,Very Good,H,SI2,63.4,55.0,2094,5.59,5.64,3.56 +18573,1.51,Premium,I,SI2,59.7,59.0,7577,7.48,7.46,4.46 +28775,0.43,Very Good,F,SI2,61.6,59.0,681,4.8,4.84,2.97 +19921,1.0,Very Good,F,VVS2,63.2,56.0,8467,6.42,6.37,4.04 +50538,0.7,Very Good,E,SI1,61.3,61.0,2275,5.66,5.7,3.48 +3372,0.32,Ideal,G,SI2,61.3,56.0,407,4.44,4.47,2.73 +6026,1.0,Fair,G,SI1,65.2,62.0,3965,6.19,6.08,4.01 +9283,1.01,Very Good,E,SI2,60.9,58.0,4566,6.45,6.49,3.94 +46054,0.51,Ideal,E,SI1,61.7,56.0,1732,5.13,5.17,3.18 +33030,0.3,Ideal,D,VVS2,62.1,57.0,814,4.27,4.3,2.66 +19801,1.71,Premium,I,SI2,59.0,60.0,8366,7.86,7.83,4.63 +53789,0.77,Ideal,F,SI2,61.3,56.0,2729,5.89,5.92,3.62 +51210,0.74,Very Good,I,SI1,63.8,58.0,2352,5.72,5.76,3.66 +32698,0.31,Premium,F,VS2,61.6,58.0,802,4.38,4.35,2.69 +1815,0.61,Ideal,E,VVS2,60.8,56.0,3056,5.5,5.47,3.34 +43237,0.51,Very Good,D,SI1,62.2,58.0,1398,5.08,5.11,3.17 +28350,0.33,Very Good,G,VS1,60.1,61.0,666,4.44,4.48,2.68 +1829,0.71,Very Good,E,VS1,61.8,56.0,3059,5.74,5.78,3.56 +188,0.71,Premium,F,VS2,62.1,58.0,2777,5.67,5.7,3.53 +4921,1.21,Good,E,I1,63.3,63.0,3726,6.67,6.72,4.24 +11632,1.0,Very Good,E,SI1,63.3,57.0,5051,6.3,6.36,4.01 +7787,1.01,Good,E,SI2,61.4,64.0,4285,6.29,6.42,3.9 +6383,0.25,Premium,E,VVS2,62.0,59.0,576,4.05,4.08,2.52 +39223,0.7,Fair,J,I1,64.7,59.0,1066,5.59,5.5,3.59 +989,0.73,Ideal,E,SI2,61.5,55.0,2896,5.82,5.86,3.59 +32532,0.35,Very Good,H,VVS1,61.2,60.0,798,4.5,4.55,2.77 +24473,1.52,Premium,G,VS2,60.9,61.0,12738,7.41,7.38,4.5 +52885,0.74,Ideal,F,SI1,62.2,54.0,2583,5.79,5.85,3.62 +48045,0.7,Very Good,E,SI1,63.3,58.0,1926,5.63,5.57,3.55 +16874,1.01,Very Good,H,VVS1,60.6,56.0,6733,6.5,6.53,3.95 +27472,1.78,Ideal,F,VS2,60.9,56.0,18128,7.85,7.88,4.79 +31358,0.27,Ideal,F,IF,63.0,55.0,760,4.13,4.16,2.61 +11818,1.03,Ideal,H,SI1,62.0,56.0,5093,6.44,6.49,4.01 +921,0.72,Ideal,F,VS1,62.0,56.0,2879,5.76,5.73,3.56 +13246,1.2,Very Good,G,SI2,60.2,63.0,5474,6.81,6.84,4.11 +6454,0.93,Premium,H,VS2,61.0,60.0,4050,6.29,6.26,3.82 +52355,0.77,Very Good,I,VS1,62.6,55.0,2501,5.85,5.9,3.68 +2931,0.83,Ideal,F,SI1,60.7,57.0,3290,6.02,6.1,3.68 +23252,1.58,Ideal,H,VS2,62.7,56.0,11262,7.39,7.44,4.65 +7171,0.92,Premium,E,SI1,59.4,62.0,4183,6.3,6.24,3.73 +24657,1.73,Very Good,H,VS2,61.7,56.0,12998,7.64,7.7,4.73 +21041,0.31,Ideal,F,VS2,62.6,57.0,625,4.27,4.33,2.69 +6603,1.0,Good,F,SI2,63.8,58.0,4081,6.28,6.33,4.02 +31940,0.3,Premium,F,VS2,60.4,58.0,776,4.33,4.31,2.61 +16322,1.08,Premium,G,VS2,62.3,58.0,6532,6.54,6.5,4.06 +43775,0.54,Very Good,E,SI1,63.2,57.0,1440,5.15,5.2,3.27 +11103,1.19,Good,J,VS1,63.6,54.0,4931,6.78,6.74,4.3 +5725,0.25,Very Good,E,VVS2,60.5,59.0,575,4.06,4.1,2.47 +33580,0.38,Ideal,H,VVS2,62.1,53.9,832,4.64,4.69,2.9 +4519,1.0,Fair,G,SI1,43.0,59.0,3634,6.32,6.27,3.97 +49686,0.56,Ideal,E,VS1,61.9,57.0,2145,5.31,5.29,3.28 +49066,0.56,Ideal,G,VVS2,60.7,56.0,2058,5.32,5.33,3.23 +51255,0.7,Premium,D,SI1,61.8,59.0,2355,5.64,5.6,3.47 +113,0.9,Premium,I,VS2,63.0,58.0,2761,6.16,6.12,3.87 +455,0.71,Premium,E,VS2,62.3,58.0,2817,5.69,5.65,3.53 +2980,1.05,Ideal,G,SI2,59.6,57.0,3299,6.58,6.53,3.91 +52259,0.7,Ideal,I,VVS1,61.4,55.0,2489,5.7,5.76,3.52 +45893,0.52,Ideal,F,VS2,62.5,54.0,1720,5.17,5.14,3.22 +14944,1.2,Very Good,H,SI1,62.5,59.0,6019,6.66,6.72,4.18 +29945,0.27,Very Good,H,VVS2,61.2,58.0,445,4.16,4.2,2.56 +44395,0.4,Ideal,F,IF,60.9,57.0,1583,4.81,4.84,2.94 +9549,1.0,Very Good,F,SI1,60.3,61.0,4620,6.38,6.43,3.86 +29698,0.31,Ideal,H,VVS1,61.5,54.0,707,4.36,4.39,2.69 +47082,0.69,Ideal,H,SI1,62.1,57.0,1822,5.65,5.62,3.5 +46584,0.55,Ideal,G,VS1,61.6,55.0,1786,5.29,5.32,3.27 +5120,0.72,Very Good,F,VVS1,62.1,55.0,3762,5.72,5.78,3.57 +25978,2.1,Premium,G,SI2,62.6,56.0,15175,8.2,8.16,5.12 +51991,0.56,Ideal,G,IF,61.8,56.0,2442,5.28,5.34,3.28 +48726,0.52,Ideal,G,VVS2,61.5,56.0,2012,5.2,5.18,3.19 +11126,1.0,Ideal,F,SI1,62.4,55.0,4939,6.45,6.37,4.0 +19036,0.3,Ideal,E,VS2,61.3,58.0,621,4.3,4.32,2.64 +33726,0.38,Ideal,E,SI1,61.4,57.0,838,4.67,4.64,2.86 +13032,0.41,Good,G,I1,63.8,56.0,600,4.74,4.7,3.01 +5990,0.9,Very Good,F,SI1,62.5,59.0,3954,6.06,6.13,3.81 +20278,1.12,Ideal,G,VVS2,62.1,54.8,8701,6.64,6.66,4.13 +24433,2.01,Very Good,J,VS2,62.1,60.0,12683,7.88,8.0,4.93 +17392,0.32,Ideal,D,SI2,61.1,56.0,612,4.41,4.39,2.69 +39764,0.36,Ideal,E,VS1,62.0,56.0,1094,4.59,4.57,2.84 +53814,0.7,Very Good,D,SI1,63.4,58.0,2734,5.63,5.66,3.58 +20694,1.01,Ideal,F,VVS2,61.6,56.0,8971,6.43,6.49,3.98 +22589,1.52,Premium,G,VS1,58.8,61.0,10640,7.54,7.45,4.41 +3960,0.83,Premium,E,SI1,58.4,59.0,3506,6.22,6.18,3.62 +22734,1.59,Ideal,I,VS2,61.7,57.0,10752,7.47,7.52,4.62 +39487,0.41,Very Good,E,VS1,59.8,61.0,1079,4.79,4.85,2.88 +38206,0.43,Premium,F,SI1,61.3,60.0,1016,4.86,4.83,2.97 +8195,1.04,Premium,H,SI2,61.5,59.0,4368,6.54,6.51,4.01 +36291,0.32,Very Good,G,SI1,60.9,56.0,477,4.41,4.45,2.7 +29133,0.33,Very Good,G,VVS2,61.9,56.0,692,4.46,4.49,2.77 +2427,0.8,Ideal,I,VVS1,61.7,56.0,3181,5.98,5.92,3.67 +896,1.0,Fair,H,SI2,67.7,60.0,2875,6.11,5.98,4.09 +6023,1.18,Premium,E,I1,62.5,58.0,3965,6.75,6.62,4.18 +31948,0.3,Ideal,F,VS2,61.6,57.0,776,4.32,4.28,2.65 +23944,2.03,Premium,J,SI2,61.7,61.0,12078,8.18,8.04,5.0 +50458,0.7,Good,F,SI1,58.7,61.0,2264,5.77,5.81,3.4 +950,0.71,Very Good,F,VS1,62.8,56.0,2889,5.69,5.72,3.58 +4113,0.9,Good,H,VS2,64.0,57.0,3538,6.14,6.11,3.92 +37523,0.47,Good,D,SI1,63.8,59.0,987,4.9,4.88,3.12 +17707,0.3,Very Good,F,VVS2,64.1,55.0,613,4.2,4.25,2.71 +4580,0.92,Premium,G,SI2,62.9,58.0,3650,6.21,6.15,3.89 +1513,0.81,Premium,D,SI2,61.7,58.0,2994,5.97,5.93,3.67 +34784,0.4,Ideal,G,VS1,62.4,57.0,877,4.72,4.74,2.95 +18628,1.02,Premium,G,VVS2,62.6,59.0,7602,6.41,6.46,4.03 +45077,0.52,Ideal,E,VS2,61.0,57.0,1644,5.19,5.21,3.17 +10292,1.0,Premium,D,SI2,61.6,60.0,4758,6.37,6.33,3.91 +6095,0.81,Ideal,E,VS2,61.5,57.0,3975,6.0,6.06,3.71 +18642,1.53,Premium,H,SI1,62.0,60.0,7608,7.31,7.27,4.55 +15003,1.0,Ideal,E,VS2,62.0,55.0,6043,6.42,6.38,3.97 +5160,0.9,Good,F,SI2,58.0,57.0,3770,6.34,6.41,3.7 +5052,0.31,Premium,H,SI1,62.4,60.0,573,4.34,4.32,2.7 +23529,1.51,Very Good,G,VS2,62.1,57.0,11532,7.37,7.32,4.5 +14577,1.2,Very Good,H,SI2,61.5,58.0,5884,6.78,6.84,4.19 +41435,0.57,Premium,E,SI2,61.0,60.0,1228,5.32,5.36,3.26 +12842,1.21,Premium,I,SI1,61.6,58.0,5353,6.89,6.84,4.23 +49075,0.64,Very Good,H,VVS2,60.0,59.0,2060,5.59,5.65,3.37 +26658,2.59,Ideal,J,VS1,61.7,56.0,16465,8.83,8.77,5.43 +41488,0.52,Ideal,I,VS2,61.9,58.0,1232,5.14,5.17,3.19 +50793,0.71,Ideal,F,SI2,62.2,56.0,2304,5.71,5.74,3.56 +45898,0.52,Ideal,D,SI1,60.0,56.0,1720,5.24,5.19,3.13 +37898,0.41,Ideal,F,VS1,61.9,55.0,1007,4.76,4.8,2.96 +32277,0.36,Ideal,F,VS1,62.5,57.0,789,4.53,4.56,2.84 +22543,1.61,Very Good,E,SI2,60.4,58.0,10580,7.59,7.64,4.6 +16905,1.03,Premium,G,VS1,62.2,59.0,6749,6.46,6.41,4.0 +22102,1.51,Good,H,VS1,59.9,61.0,10129,7.34,7.39,4.41 +11755,1.01,Very Good,F,SI1,62.4,60.0,5078,6.35,6.4,3.98 +37943,0.27,Very Good,H,VVS2,62.1,57.0,486,4.1,4.15,2.56 +50386,0.52,Ideal,F,VVS1,61.9,55.0,2251,5.17,5.2,3.21 +14647,1.05,Ideal,D,SI1,61.7,56.0,5914,6.53,6.59,4.05 +16692,0.36,Premium,J,SI1,61.3,60.0,421,4.52,4.59,2.79 +277,0.71,Very Good,E,VS2,60.7,56.0,2795,5.81,5.82,3.53 +25129,1.5,Premium,F,VS2,62.8,58.0,13680,7.21,7.16,4.51 +32983,0.37,Ideal,E,VS2,62.3,56.0,811,4.56,4.59,2.85 +14565,1.01,Fair,E,VS2,65.3,59.0,5882,6.15,6.1,4.0 +45544,0.51,Ideal,D,SI1,61.8,55.0,1687,5.18,5.14,3.19 +50561,0.72,Very Good,H,SI1,61.5,56.0,2277,5.77,5.8,3.56 +12343,1.01,Premium,E,SI1,62.8,60.0,5226,6.39,6.38,4.01 +41338,0.46,Very Good,G,VVS2,62.7,53.0,1216,4.93,4.96,3.1 +22012,1.52,Good,H,SI1,63.8,60.0,10078,7.3,7.24,4.64 +1207,0.76,Premium,E,SI1,58.3,62.0,2937,6.12,5.95,3.52 +30831,0.33,Premium,I,VVS2,61.5,58.0,743,4.45,4.43,2.73 +44404,0.55,Ideal,H,SI1,61.4,56.0,1584,5.28,5.31,3.25 +24451,1.37,Premium,E,VS1,59.4,60.0,12713,7.27,7.2,4.3 +8752,0.9,Very Good,H,VS1,61.7,58.0,4466,6.18,6.26,3.84 +16046,0.3,Premium,H,VS2,60.9,61.0,608,4.3,4.27,2.61 +13162,1.01,Very Good,D,SI1,61.6,60.0,5443,6.43,6.47,3.97 +7254,1.01,Premium,F,SI2,58.8,62.0,4197,6.49,6.46,3.81 +23677,1.76,Ideal,I,VS1,62.0,57.0,11722,7.74,7.71,4.79 +20812,1.04,Premium,G,IF,61.3,58.0,9039,6.52,6.43,3.97 +13286,1.0,Premium,D,SI1,59.5,60.0,5488,6.49,6.42,3.84 +10793,1.07,Good,G,SI1,63.1,59.0,4861,6.45,6.49,4.08 +43258,0.5,Ideal,G,VS2,61.6,55.0,1400,5.11,5.14,3.16 +52580,0.7,Ideal,E,SI1,60.6,57.0,2537,5.71,5.77,3.48 +10336,1.09,Good,F,SI2,63.2,58.0,4766,6.49,6.54,4.12 +46865,0.53,Ideal,G,VS1,62.6,54.0,1813,5.19,5.16,3.24 +24917,1.63,Ideal,F,SI1,61.5,56.0,13363,7.55,7.58,4.66 +2601,1.18,Very Good,E,I1,59.9,63.0,3219,6.8,6.85,4.09 +35302,0.3,Very Good,H,VS2,61.1,61.0,473,4.31,4.33,2.64 +36974,0.38,Good,G,VS1,63.9,60.0,962,4.59,4.52,2.91 +44852,0.5,Ideal,H,VS2,61.7,55.0,1626,5.11,5.14,3.16 +57,0.3,Premium,J,SI2,59.3,61.0,405,4.43,4.38,2.61 +22508,1.15,Ideal,D,VS2,61.0,57.0,10546,6.76,6.78,4.13 +41595,0.23,Very Good,E,VS1,62.8,55.0,391,3.88,3.9,2.44 +47728,0.54,Very Good,F,VS2,62.0,59.0,1889,5.16,5.22,3.22 +23548,1.71,Ideal,I,VS2,60.5,56.0,11559,7.73,7.71,4.67 +51558,0.52,Ideal,F,VVS1,62.0,54.0,2388,5.16,5.19,3.2 +32942,0.34,Ideal,I,SI1,60.2,57.0,459,4.5,4.54,2.72 +18730,1.7,Premium,J,SI2,63.0,60.0,7650,7.59,7.53,4.76 +5866,0.78,Very Good,D,VS1,61.5,57.0,3923,5.92,5.95,3.65 +27786,0.41,Premium,H,SI2,60.9,60.0,649,4.84,4.81,2.94 +21265,1.51,Very Good,I,VVS2,61.9,56.0,9416,7.35,7.38,4.56 +12517,1.01,Very Good,H,VS2,63.1,59.0,5260,6.34,6.3,3.99 +16160,1.5,Premium,H,SI2,62.1,58.0,6458,7.31,7.21,4.51 +23262,1.51,Premium,H,VS2,62.9,59.0,11268,7.31,7.25,4.58 +40582,0.4,Ideal,H,IF,61.9,56.0,1153,4.72,4.75,2.93 +46168,0.5,Premium,E,VS2,61.4,58.0,1746,5.12,5.07,3.13 +8040,1.01,Ideal,I,SI2,62.5,57.0,4336,6.38,6.45,4.01 +22244,1.08,Ideal,E,VVS2,62.5,57.0,10300,6.52,6.57,4.09 +17753,1.19,Very Good,H,VS1,62.4,59.0,7147,6.73,6.79,4.22 +43887,0.54,Ideal,I,VS1,63.1,55.0,1453,5.18,5.22,3.27 +12507,0.91,Premium,D,VS2,62.0,58.0,5259,6.15,6.2,3.83 +33215,0.31,Ideal,F,VS1,61.4,55.0,821,4.39,4.4,2.7 +724,0.34,Good,G,VS2,57.5,61.0,556,4.6,4.66,2.66 +33133,0.31,Premium,G,VVS1,60.7,58.0,816,4.37,4.4,2.66 +40401,0.34,Ideal,D,VVS1,61.5,56.0,1133,4.47,4.5,2.76 +42326,0.41,Very Good,F,VVS1,58.9,58.0,1295,4.84,4.87,2.86 +45999,0.54,Ideal,F,VS1,61.8,54.0,1724,5.24,5.27,3.25 +25915,1.54,Ideal,G,VVS2,62.5,57.0,15059,7.3,7.36,4.58 +29762,0.35,Premium,I,VS1,61.1,60.0,709,4.58,4.52,2.78 +37876,0.32,Ideal,E,IF,60.6,60.0,1004,4.43,4.45,2.69 +22594,1.5,Fair,G,VS2,66.2,53.0,10644,7.12,7.08,4.7 +3735,0.35,Ideal,J,IF,61.8,55.0,569,4.54,4.56,2.81 +50523,0.7,Very Good,E,SI2,63.1,56.0,2273,5.66,5.63,3.56 +7257,1.01,Ideal,F,SI2,60.8,55.0,4197,6.52,6.48,3.95 +48325,0.23,Ideal,G,IF,61.7,55.0,536,3.94,3.98,2.44 +52153,0.7,Very Good,F,VS2,62.4,56.0,2473,5.63,5.66,3.52 +36627,0.24,Very Good,D,VVS2,61.9,58.0,478,4.02,4.03,2.49 +50773,0.71,Fair,G,SI2,64.4,58.0,2300,5.59,5.56,3.59 +35575,0.35,Ideal,F,VS2,61.5,57.0,906,4.56,4.52,2.79 +41965,0.23,Very Good,E,VVS2,62.7,55.0,505,3.9,3.95,2.46 +53657,0.76,Premium,D,SI2,58.8,57.0,2706,6.03,5.98,3.51 +426,0.51,Ideal,F,VVS1,62.0,57.0,2812,5.15,5.11,3.18 +35404,0.32,Ideal,F,VS1,61.3,56.0,900,4.44,4.4,2.71 +20696,1.03,Ideal,E,VVS2,61.9,57.0,8972,6.5,6.46,4.01 +21167,1.17,Ideal,G,VS1,61.7,57.0,9326,6.71,6.75,4.15 +17872,1.03,Ideal,G,VS1,62.2,59.0,7211,6.48,6.42,4.01 +30218,0.33,Ideal,E,VS2,62.0,56.0,723,4.46,4.48,2.77 +1966,0.73,Ideal,G,SI1,61.9,55.0,3089,5.76,5.8,3.58 +48029,0.74,Very Good,J,SI2,59.1,58.0,1923,5.93,5.99,3.52 +40716,0.59,Very Good,H,SI2,60.3,56.0,1160,5.43,5.48,3.29 +42410,0.42,Ideal,G,IF,62.0,57.0,1310,4.82,4.8,2.98 +32412,0.41,Ideal,D,SI1,60.3,57.0,791,4.82,4.86,2.92 +13763,1.1,Ideal,G,SI1,61.6,56.0,5610,6.59,6.68,4.09 +27880,0.4,Ideal,I,SI1,62.2,55.0,654,4.72,4.77,2.95 +26268,1.68,Ideal,G,VS2,62.5,54.0,15740,7.61,7.64,4.76 +23777,1.51,Very Good,G,SI1,60.3,57.0,11836,7.44,7.48,4.5 +2649,0.59,Very Good,D,VVS1,61.8,57.0,3234,5.37,5.41,3.33 +53031,0.72,Ideal,I,VVS2,61.6,57.0,2602,5.73,5.76,3.54 +46547,0.51,Premium,E,VS2,61.3,60.0,1781,5.16,5.11,3.15 +38741,0.4,Very Good,H,IF,64.0,56.0,1044,4.66,4.69,2.99 +11259,1.11,Ideal,E,SI2,61.2,57.0,4969,6.7,6.74,4.11 +41000,0.49,Good,F,VS1,59.5,62.0,1182,5.09,5.22,3.06 +53124,0.74,Very Good,E,SI2,63.1,57.0,2617,5.8,5.76,3.65 +36935,0.24,Very Good,E,VVS1,63.4,57.0,478,3.91,3.95,2.49 +26569,2.38,Premium,J,VS2,62.6,59.0,16273,8.52,8.49,5.32 +15477,1.2,Very Good,H,SI1,62.4,60.0,6199,6.75,6.71,4.2 +9682,1.0,Ideal,I,SI1,62.5,56.0,4649,6.38,6.41,4.0 +50625,0.3,Ideal,E,SI2,62.1,55.0,401,4.3,4.33,2.68 +52404,0.72,Ideal,I,VS2,62.2,56.0,2511,5.69,5.75,3.56 +7086,0.9,Very Good,E,SI1,61.3,57.0,4165,6.24,6.29,3.84 +22046,0.31,Premium,I,VS1,62.3,59.0,628,4.35,4.29,2.69 +51771,0.73,Very Good,E,SI2,63.3,57.0,2409,5.72,5.69,3.61 +8421,1.15,Very Good,I,SI2,62.0,58.0,4405,6.69,6.73,4.16 +9983,1.5,Fair,I,I1,69.7,56.0,4704,6.94,6.9,4.82 +42741,0.51,Very Good,E,SI1,61.0,58.0,1343,5.1,5.13,3.12 +38500,0.4,Ideal,E,VVS1,60.6,56.0,1031,4.77,4.8,2.9 +6115,0.77,Ideal,D,VS2,61.6,55.0,3980,5.88,5.91,3.63 +33989,0.42,Very Good,G,VS2,60.1,61.0,847,4.81,4.84,2.9 +47633,0.51,Ideal,D,VS2,60.9,56.0,1882,5.19,5.16,3.15 +30305,0.34,Premium,F,VS1,60.0,59.0,725,4.59,4.55,2.74 +14776,1.01,Ideal,G,VS2,62.4,56.0,5946,6.42,6.39,4.0 +2383,0.32,Very Good,H,VS1,62.8,58.0,561,4.35,4.37,2.74 +23010,1.51,Very Good,H,VS2,60.9,57.0,11068,7.39,7.43,4.51 +50901,0.56,Premium,F,VS2,60.7,57.0,2318,5.39,5.35,3.26 +20035,0.3,Very Good,E,SI2,61.6,61.0,421,4.25,4.29,2.63 +4873,1.02,Very Good,H,SI2,63.4,63.0,3713,6.36,6.32,4.02 +34112,0.36,Ideal,F,VVS2,60.4,58.0,853,4.61,4.66,2.8 +39446,0.41,Ideal,E,VS1,61.5,56.0,1076,4.79,4.77,2.94 +49943,0.56,Very Good,D,VS1,60.8,60.0,2188,5.32,5.34,3.24 +5826,0.92,Premium,H,VS2,59.6,59.0,3916,6.32,6.29,3.76 +7337,0.85,Very Good,D,VS2,61.8,56.0,4211,6.06,6.08,3.75 +39357,0.44,Ideal,E,VS2,62.4,57.0,1073,4.9,4.88,3.05 +38757,0.53,Very Good,H,SI2,61.4,57.0,1046,5.21,5.25,3.21 +32153,0.28,Ideal,F,VVS2,61.8,56.0,787,4.18,4.22,2.6 +10038,0.34,Very Good,H,SI2,58.6,62.0,417,4.6,4.62,2.7 +28698,0.26,Good,F,VVS1,64.0,57.0,679,4.06,4.03,2.59 +36696,0.39,Ideal,G,VVS2,61.7,54.2,952,4.69,4.75,2.91 +42194,0.5,Premium,E,SI2,60.3,60.0,1286,5.11,5.07,3.07 +18424,1.5,Very Good,J,VS2,62.6,58.0,7492,7.25,7.29,4.55 +48650,0.34,Good,H,VS2,63.7,57.0,537,4.42,4.44,2.82 +21000,1.21,Ideal,E,VS2,62.4,54.0,9215,6.86,6.8,4.26 +8465,1.03,Very Good,F,SI2,62.0,58.0,4414,6.43,6.51,4.01 +45838,0.55,Ideal,E,VS2,62.0,55.0,1715,5.28,5.24,3.26 +32891,0.36,Premium,E,SI1,61.3,56.0,810,4.62,4.58,2.82 +12800,1.03,Ideal,G,SI1,62.5,57.0,5337,6.4,6.49,4.03 +10716,0.31,Good,D,SI2,63.7,55.0,593,4.35,4.32,2.76 +40912,0.42,Premium,G,VVS1,60.2,59.0,1179,4.82,4.84,2.91 +3217,1.01,Good,I,SI2,64.1,58.0,3349,6.26,6.31,4.03 +362,0.81,Very Good,G,SI1,62.5,60.0,2806,5.89,5.94,3.69 +19050,0.3,Very Good,E,VVS2,59.7,57.0,622,4.37,4.43,2.62 +10189,1.14,Premium,F,SI2,62.9,59.0,4737,6.64,6.62,4.17 +51324,0.31,Very Good,G,VS2,62.9,56.0,544,4.28,4.34,2.71 +24301,1.57,Good,G,VS2,57.8,60.0,12547,7.66,7.6,4.41 +47527,0.52,Premium,D,VS2,61.8,58.0,1868,5.2,5.15,3.2 +1827,0.72,Very Good,F,VS1,62.1,59.0,3059,5.69,5.74,3.55 +49527,0.71,Very Good,D,SI2,59.7,60.0,2123,5.79,5.84,3.47 +2775,0.77,Ideal,G,SI1,61.5,56.0,3253,5.89,5.92,3.63 +31526,0.34,Very Good,E,SI1,63.3,56.0,765,4.44,4.41,2.8 +3348,0.95,Very Good,I,SI1,63.5,58.0,3378,6.19,6.16,3.92 +29354,0.31,Premium,G,VS2,60.7,61.0,698,4.37,4.33,2.64 +26882,2.05,Very Good,F,SI2,59.5,58.0,16819,8.26,8.3,4.93 +47681,0.51,Ideal,D,VS2,62.7,55.0,1882,5.12,5.09,3.2 +44776,0.61,Very Good,D,SI1,62.4,59.0,1622,5.42,5.45,3.39 +42191,0.5,Premium,F,SI1,61.0,60.0,1286,5.11,5.08,3.11 +39694,0.4,Very Good,F,VVS2,62.8,57.0,1088,4.66,4.73,2.95 +25027,0.23,Premium,D,VVS2,59.6,61.0,640,4.03,3.99,2.39 +53033,0.7,Premium,H,VVS1,58.3,60.0,2603,5.83,5.8,3.39 +47057,0.61,Good,H,VVS2,60.3,60.5,1821,5.44,5.48,3.29 +28004,0.3,Premium,E,VS2,59.1,58.0,658,4.37,4.39,2.59 +13982,1.2,Ideal,I,SI1,62.3,53.0,5694,6.8,6.85,4.25 +17969,1.22,Premium,E,SI1,62.6,58.0,7262,6.78,6.8,4.25 +41317,0.5,Very Good,F,SI1,61.6,60.0,1214,5.07,5.1,3.13 +48164,0.57,Ideal,G,VS1,59.3,57.0,1942,5.42,5.45,3.23 +36227,0.38,Premium,F,VS1,60.9,58.0,933,4.68,4.71,2.86 +37575,0.41,Ideal,E,VS1,61.3,55.0,990,4.8,4.83,2.95 +25717,1.58,Ideal,G,VS1,61.3,57.0,14624,7.48,7.54,4.6 +15689,1.04,Ideal,G,VS2,61.4,57.0,6290,6.53,6.5,4.0 +17309,1.05,Ideal,G,VS1,62.0,56.0,6936,6.47,6.53,4.03 +18049,0.35,Premium,E,SI1,60.8,60.0,614,4.51,4.57,2.76 +4340,0.9,Good,H,VS2,64.0,57.0,3601,6.11,6.14,3.92 +14695,1.0,Very Good,H,VVS2,60.3,59.0,5929,6.41,6.46,3.88 +49346,0.71,Premium,H,SI1,62.1,58.0,2096,5.72,5.75,3.56 +23159,1.3,Ideal,G,VVS2,62.0,57.0,11175,7.03,6.96,4.34 +11589,1.01,Very Good,I,VS1,63.4,57.0,5041,6.32,6.39,4.03 +46411,0.7,Ideal,J,SI2,61.4,55.0,1767,5.72,5.75,3.52 +26791,2.03,Ideal,H,SI2,61.6,55.0,16642,8.18,8.12,5.02 +27462,2.02,Premium,E,SI2,61.0,59.0,18117,8.18,8.12,4.97 +10835,1.09,Very Good,H,SI1,63.2,57.0,4871,6.57,6.54,4.14 +20209,1.05,Ideal,G,VVS2,62.5,55.0,8645,6.49,6.53,4.07 +46111,0.59,Very Good,D,SI1,62.8,57.0,1743,5.32,5.38,3.36 +36446,0.31,Ideal,D,VS2,61.8,55.0,942,4.37,4.33,2.69 +47802,0.55,Ideal,F,VS1,61.4,55.0,1901,5.28,5.24,3.23 +34158,0.33,Premium,G,VS1,61.9,58.0,854,4.46,4.43,2.75 +43331,0.4,Very Good,F,IF,62.8,57.0,1404,4.65,4.68,2.93 +32841,0.29,Premium,E,VVS1,60.9,61.0,807,4.27,4.23,2.59 +14784,1.17,Ideal,D,SI2,62.7,57.0,5949,6.72,6.7,4.21 +1613,0.72,Ideal,E,SI1,61.0,57.0,3012,5.77,5.8,3.53 +14179,1.3,Premium,E,SI2,61.5,59.0,5751,7.05,7.0,4.32 +53540,0.72,Fair,F,SI1,64.8,55.0,2691,5.64,5.6,3.64 +1536,0.93,Good,J,VS2,63.6,61.0,3000,6.16,6.08,3.89 +36097,0.32,Ideal,F,VVS1,62.1,56.0,926,4.39,4.43,2.74 +45751,0.7,Ideal,I,SI2,61.5,53.0,1702,5.74,5.77,3.54 +15563,1.01,Premium,G,VS1,59.9,59.0,6239,6.48,6.51,3.89 +29779,0.3,Premium,I,VVS1,61.2,60.0,709,4.29,4.27,2.62 +51942,0.7,Good,F,VS1,64.0,57.0,2441,5.62,5.54,3.57 +16451,1.2,Ideal,H,SI1,61.2,60.0,6569,6.87,6.82,4.19 +34020,0.39,Ideal,I,VVS2,60.8,56.0,849,4.74,4.76,2.89 +13361,0.24,Very Good,F,VS2,62.4,58.0,419,3.98,4.0,2.49 +29955,0.33,Good,I,SI1,63.2,58.0,445,4.36,4.38,2.76 +47231,0.7,Fair,H,SI1,66.0,56.0,1840,5.5,5.53,3.64 +30701,0.4,Good,E,SI1,63.5,56.0,737,4.67,4.72,2.98 +29116,0.34,Premium,H,VS2,61.9,60.0,689,4.46,4.42,2.75 +18193,1.25,Premium,H,VS2,60.4,59.0,7378,6.96,6.92,4.19 +5172,0.71,Ideal,G,IF,61.8,57.0,3772,5.7,5.75,3.54 +33676,0.32,Ideal,E,VVS2,60.9,55.0,837,4.41,4.43,2.69 +14335,0.92,Ideal,F,VS2,61.2,56.0,5805,6.25,6.3,3.84 +25938,1.7,Premium,D,SI1,61.9,59.0,15100,7.61,7.64,4.72 +38273,0.26,Ideal,I,VS2,62.0,56.0,385,4.13,4.09,2.55 +43283,0.3,Premium,F,SI2,62.2,58.0,506,4.33,4.22,2.66 +51822,0.71,Good,E,SI1,63.1,59.0,2420,5.62,5.75,3.59 +23706,0.36,Ideal,E,SI1,61.6,56.0,631,4.56,4.59,2.82 +45560,0.64,Very Good,F,SI1,60.7,59.0,1688,5.51,5.59,3.37 +1124,0.72,Ideal,I,VS2,61.8,55.0,2918,5.75,5.79,3.56 +16977,1.08,Ideal,G,VS1,62.0,55.0,6779,6.62,6.57,4.09 +44710,0.56,Very Good,F,VS2,62.0,56.0,1614,5.2,5.22,3.23 +49193,0.71,Very Good,H,SI1,61.2,56.0,2076,5.69,5.72,3.49 +5497,0.92,Good,D,SI2,60.3,61.0,3843,6.29,6.38,3.82 +45123,0.52,Premium,D,SI1,61.5,55.0,1651,5.21,5.19,3.2 +1517,0.88,Very Good,I,VS1,63.3,55.0,2996,6.11,6.06,3.85 +13155,1.01,Good,D,SI1,63.8,58.0,5443,6.34,6.38,4.06 +39010,0.4,Ideal,E,VVS2,61.7,57.0,1056,4.77,4.73,2.93 +27962,0.3,Ideal,E,VS2,62.1,56.0,658,4.25,4.31,2.66 +25760,2.33,Premium,J,SI1,59.9,59.0,14711,8.7,8.65,5.2 +22054,1.16,Ideal,G,IF,62.0,57.0,10082,6.73,6.7,4.16 +13266,1.0,Good,G,VS2,63.7,59.0,5484,6.38,6.33,4.05 +46817,0.71,Premium,G,SI2,59.9,59.0,1808,5.82,5.79,3.48 +31902,0.3,Good,G,VS1,63.6,55.0,776,4.31,4.27,2.73 +29236,0.43,Ideal,G,SI2,62.3,53.0,696,4.84,4.86,3.02 +13163,1.2,Very Good,H,SI1,63.5,58.0,5443,6.69,6.73,4.26 +12496,1.2,Very Good,H,SI2,62.9,56.0,5257,6.74,6.77,4.25 +34708,0.37,Ideal,E,VS1,61.4,56.0,874,4.65,4.66,2.86 +2838,0.7,Ideal,E,VS2,62.6,55.0,3268,5.66,5.68,3.55 +38113,0.3,Premium,H,IF,60.4,60.0,1013,4.34,4.3,2.61 +32909,0.33,Ideal,F,VVS2,61.3,56.0,810,4.44,4.46,2.73 +14691,1.05,Premium,G,VS2,62.5,55.0,5927,6.59,6.54,4.1 +26802,2.01,Very Good,H,VS2,63.5,59.0,16677,7.92,7.86,5.01 +53132,0.53,Ideal,F,VVS1,61.4,56.0,2618,5.21,5.25,3.21 +19985,1.01,Fair,E,VVS1,66.1,55.0,8529,6.19,6.1,4.06 +16973,1.22,Premium,G,SI1,61.8,58.0,6777,6.88,6.82,4.23 +39212,0.52,Ideal,H,SI2,61.0,55.0,1065,5.22,5.19,3.18 +41799,0.6,Very Good,E,SI2,63.2,60.0,1250,5.32,5.28,3.35 +31385,0.31,Very Good,E,VVS1,59.9,62.0,763,4.4,4.41,2.64 +9410,0.9,Very Good,H,VS2,62.3,59.0,4588,6.13,6.17,3.83 +48985,0.38,Very Good,J,SI1,63.2,59.0,538,4.59,4.62,2.91 +52458,0.81,Premium,G,SI2,62.5,57.0,2515,5.95,5.89,3.7 +29266,0.31,Premium,E,SI1,60.1,61.0,698,4.4,4.35,2.63 +42315,0.41,Ideal,F,VVS1,61.7,57.0,1295,4.77,4.8,2.95 +35600,0.31,Ideal,H,VVS1,61.5,56.0,907,4.38,4.34,2.68 +6962,0.9,Ideal,E,SI1,61.7,56.0,4147,6.16,6.23,3.82 +2490,0.91,Very Good,F,SI1,63.5,58.0,3195,6.15,6.1,3.89 +3803,0.56,Ideal,D,VVS1,61.9,56.0,3465,5.28,5.32,3.28 +46542,0.51,Premium,E,VS2,61.3,58.0,1781,5.15,5.13,3.15 +15184,1.0,Good,F,VS2,63.8,58.0,6098,6.28,6.32,4.02 +37332,0.33,Very Good,E,VVS2,60.1,63.0,981,4.45,4.5,2.69 +19220,1.09,Ideal,G,VS2,62.2,55.0,7961,6.61,6.65,4.13 +40780,0.35,Ideal,D,VVS1,61.5,57.0,1167,4.52,4.55,2.79 +20632,1.39,Premium,F,SI1,62.4,59.0,8925,7.14,7.09,4.44 +23855,1.52,Ideal,H,VS1,60.1,60.0,11946,7.54,7.51,4.52 +3778,1.01,Fair,G,SI2,65.1,58.0,3461,6.29,6.21,4.07 +44118,0.55,Very Good,E,SI1,59.7,60.0,1559,5.31,5.41,3.2 +14068,0.3,Ideal,G,VS1,62.6,57.0,605,4.27,4.29,2.68 +40156,0.35,Ideal,G,IF,61.4,55.0,1116,4.59,4.56,2.81 +51426,0.7,Very Good,F,SI1,61.5,58.0,2373,5.65,5.7,3.49 +11220,1.0,Very Good,F,SI1,59.4,60.0,4961,6.47,6.52,3.86 +10985,1.01,Good,E,SI1,63.4,59.0,4912,6.34,6.38,4.03 +44695,0.56,Ideal,H,SI1,61.6,56.0,1612,5.29,5.33,3.27 +14804,1.1,Premium,G,VS1,62.2,59.0,5958,6.61,6.57,4.1 +17833,1.2,Ideal,H,VS2,60.8,55.0,7190,6.9,6.85,4.18 +48149,0.55,Very Good,E,VS1,62.8,56.0,1941,5.2,5.24,3.28 +17597,1.22,Ideal,E,SI1,61.7,56.0,7085,6.88,6.92,4.26 +34433,0.3,Ideal,G,IF,62.3,55.0,863,4.3,4.33,2.69 +47331,0.23,Very Good,F,VVS1,61.4,58.0,530,3.93,3.95,2.42 +26598,2.01,Ideal,J,VS1,60.9,56.0,16319,8.14,8.18,4.97 +52889,0.84,Very Good,G,SI2,62.9,55.0,2584,5.99,6.12,3.8 +44400,0.5,Very Good,E,VS2,62.9,56.0,1584,5.06,5.11,3.2 +47302,0.31,Ideal,I,SI1,61.3,55.0,395,4.39,4.42,2.7 +10972,1.2,Premium,H,SI2,59.6,60.0,4906,6.91,6.84,4.1 +41254,0.3,Very Good,F,SI1,61.7,59.0,500,4.29,4.33,2.66 +20732,1.51,Good,I,VS1,64.0,60.0,8975,7.1,7.19,4.57 +10698,0.9,Very Good,D,SI1,60.4,59.0,4846,6.21,6.24,3.76 +19163,1.03,Premium,E,VS1,62.4,58.0,7919,6.5,6.41,4.03 +30899,0.41,Ideal,D,SI1,63.0,53.0,744,4.74,4.79,3.0 +28037,0.3,Ideal,E,VS2,61.8,56.0,658,4.29,4.32,2.66 +13027,0.26,Ideal,H,VVS1,61.2,56.0,600,4.16,4.11,2.53 +3009,1.0,Fair,D,SI2,64.8,60.0,3304,6.23,6.18,4.02 +33753,0.31,Ideal,F,VVS1,61.0,56.0,840,4.39,4.43,2.69 +47831,0.58,Very Good,E,VS2,59.6,59.0,1906,5.4,5.44,3.23 +4353,0.83,Premium,G,VS1,58.8,58.0,3602,6.2,6.15,3.63 +42840,0.41,Ideal,F,VVS1,60.3,56.0,1356,4.85,4.8,2.91 +6121,1.01,Ideal,J,SI2,59.0,59.0,3982,6.57,6.61,3.89 +44015,0.51,Premium,G,VS2,62.2,57.0,1546,5.15,5.1,3.19 +52702,0.76,Ideal,G,SI2,61.7,55.0,2553,5.87,5.9,3.63 +10953,0.97,Good,F,SI1,60.1,65.0,4900,6.46,6.36,3.85 +17718,0.5,Fair,F,I1,71.0,57.0,613,4.87,4.79,3.43 +16958,1.02,Premium,F,VS2,62.4,59.0,6773,6.45,6.4,4.01 +18077,1.52,Fair,I,VVS2,64.9,56.0,7303,7.28,7.21,4.7 +27528,2.13,Ideal,H,SI1,62.2,55.0,18275,8.2,8.27,5.12 +49991,0.5,Ideal,E,VS1,61.7,57.0,2192,5.11,5.13,3.16 +45273,0.54,Premium,F,VS2,61.8,58.0,1662,5.22,5.29,3.25 +31366,0.33,Ideal,F,VVS2,61.4,55.0,761,4.48,4.51,2.76 +25311,2.02,Premium,I,SI2,61.1,61.0,13991,8.11,8.08,4.95 +19288,1.0,Ideal,D,VS2,62.2,54.0,8008,6.45,6.42,4.0 +35507,0.41,Ideal,E,SI1,62.8,57.0,904,4.75,4.71,2.97 +9855,0.9,Very Good,F,VS2,61.9,57.0,4678,6.17,6.23,3.84 +4945,1.19,Ideal,H,I1,61.5,57.0,3732,6.83,6.79,4.19 +14921,1.5,Fair,J,SI1,64.9,58.0,6006,7.09,7.03,4.58 +43142,0.46,Ideal,D,VS2,62.7,57.0,1388,4.93,4.89,3.08 +52841,0.52,Ideal,F,IF,60.6,57.0,2575,5.21,5.22,3.16 +17056,0.4,Ideal,J,SI1,61.4,55.0,612,4.75,4.8,2.93 +22795,1.51,Ideal,I,VVS2,61.6,58.0,10821,7.35,7.4,4.54 +47554,0.51,Ideal,D,VS1,62.4,57.0,1873,5.13,5.09,3.19 +47180,0.51,Premium,F,VS1,61.4,58.0,1836,5.18,5.15,3.17 +23691,2.19,Good,I,SI2,63.7,57.0,11756,8.23,8.19,5.23 +8541,1.13,Premium,H,SI2,59.4,58.0,4430,6.8,6.74,4.02 +38498,0.42,Ideal,G,VVS2,62.7,56.0,1031,4.74,4.77,2.98 +11486,1.2,Very Good,H,SI2,61.9,57.0,5016,6.78,6.85,4.22 +25998,1.01,Very Good,D,IF,63.4,59.0,15219,6.39,6.26,4.01 +13505,1.01,Ideal,D,SI1,61.2,57.0,5543,6.47,6.44,3.95 +44159,0.6,Very Good,I,VVS2,63.7,57.4,1565,5.36,5.41,3.42 +42098,0.44,Ideal,E,VVS2,61.8,56.0,1274,4.88,4.93,3.03 +34389,0.41,Ideal,F,VS2,60.9,57.0,863,4.74,4.78,2.9 +8691,1.06,Ideal,G,SI2,62.2,55.0,4459,6.53,6.56,4.07 +4627,0.91,Premium,E,SI1,62.2,58.0,3665,6.29,6.18,3.86 +11583,1.2,Ideal,J,VS1,61.8,55.0,5040,6.81,6.76,4.19 +1395,0.24,Ideal,G,IF,61.7,56.0,559,3.99,4.01,2.47 +9649,1.12,Premium,H,SI2,62.0,57.0,4641,6.68,6.61,4.12 +84,0.38,Ideal,I,SI2,61.6,56.0,554,4.65,4.67,2.87 +37578,0.32,Ideal,F,VVS1,62.3,56.0,990,4.38,4.35,2.72 +7978,0.93,Very Good,E,SI2,60.5,57.0,4325,6.32,6.37,3.84 +48937,0.72,Premium,J,VS2,61.7,58.0,2043,5.77,5.67,3.53 +36409,0.31,Ideal,E,VS1,61.4,57.0,942,4.37,4.32,2.67 +18955,1.2,Premium,G,VS2,58.2,59.0,7795,7.04,6.95,4.07 +36824,0.3,Very Good,E,IF,61.8,54.0,957,4.34,4.37,2.69 +11863,1.03,Premium,H,SI1,59.2,60.0,5105,6.62,6.58,3.91 +39095,0.41,Good,J,IF,63.6,54.0,1061,4.75,4.72,3.01 +38951,0.31,Good,H,VS2,63.1,58.0,489,4.27,4.32,2.71 +15515,1.02,Premium,E,VS2,61.9,62.0,6215,6.47,6.38,3.98 +28388,0.33,Premium,H,VS2,61.4,58.0,668,4.49,4.44,2.74 +11851,0.9,Very Good,G,VVS2,59.8,60.0,5102,6.23,6.28,3.74 +48566,0.5,Good,G,VVS2,64.4,57.0,1991,4.97,5.05,3.22 +28287,0.24,Very Good,E,VS2,64.5,57.0,367,3.88,3.93,2.52 +9141,0.93,Very Good,E,SI1,62.5,58.0,4537,6.18,6.24,3.88 +28398,0.33,Premium,H,VS2,62.4,58.0,668,4.42,4.39,2.75 +20715,0.31,Ideal,F,VS2,61.9,54.0,625,4.35,4.38,2.7 +20680,1.1,Ideal,D,VS2,62.0,56.0,8959,6.58,6.61,4.09 +44968,0.53,Very Good,D,SI1,63.4,58.0,1636,5.15,5.11,3.25 +13021,0.3,Very Good,E,VS2,61.6,54.0,600,4.29,4.32,2.65 +10955,1.03,Ideal,G,SI1,61.6,57.0,4900,6.53,6.46,4.0 +35719,0.3,Ideal,D,VS2,61.4,55.0,911,4.34,4.32,2.66 +52136,0.74,Ideal,J,VS1,61.7,57.0,2468,5.79,5.84,3.59 +50955,0.57,Ideal,F,VVS2,61.6,57.0,2322,5.32,5.36,3.29 +46828,0.52,Ideal,H,VVS1,61.2,57.0,1809,5.17,5.22,3.18 +10177,1.1,Ideal,H,SI2,62.0,55.0,4733,6.61,6.65,4.11 +159,0.73,Premium,G,VS1,61.5,58.0,2770,5.79,5.75,3.55 +33341,0.41,Premium,I,VVS2,62.4,60.0,827,4.7,4.73,2.94 +31448,0.4,Ideal,I,SI1,61.6,56.0,765,4.74,4.68,2.9 +534,0.9,Very Good,I,SI2,63.5,56.0,2826,6.17,6.07,3.88 +39021,0.43,Premium,I,IF,61.2,58.0,1056,4.83,4.88,2.97 +30525,0.26,Ideal,F,IF,62.0,56.0,733,4.07,4.1,2.53 +39376,0.5,Ideal,G,SI2,62.1,55.0,1074,5.12,5.15,3.19 +2457,1.01,Premium,J,VS2,62.4,60.0,3190,6.45,6.35,3.99 +47605,0.51,Ideal,H,IF,62.3,54.0,1879,5.14,5.17,3.21 +20650,1.02,Very Good,F,VVS2,62.9,59.0,8940,6.37,6.42,4.02 +28950,0.32,Very Good,G,VVS1,60.6,57.0,685,4.46,4.48,2.71 +13646,1.24,Very Good,I,SI1,60.0,59.0,5584,6.98,7.01,4.2 +19750,1.02,Very Good,E,VS1,62.9,54.0,8317,6.38,6.46,4.04 +45037,0.96,Fair,H,I1,61.5,63.0,1637,6.22,6.06,3.78 +1618,0.71,Ideal,F,VS1,61.1,57.0,3013,5.76,5.82,3.54 +41319,0.57,Very Good,G,SI2,59.4,58.0,1214,5.39,5.42,3.21 +36211,0.36,Ideal,G,VS1,62.9,57.0,932,4.6,4.56,2.88 +35323,0.31,Ideal,F,VVS1,61.8,56.0,897,4.34,4.36,2.69 +3776,1.03,Ideal,F,SI2,62.6,57.0,3461,6.44,6.4,4.02 +15750,1.25,Premium,G,SI2,60.4,59.0,6300,6.98,6.96,4.21 +39691,0.4,Ideal,F,VVS2,62.4,57.0,1088,4.69,4.73,2.94 +34179,0.33,Ideal,G,VS1,61.6,57.0,854,4.45,4.41,2.73 +1286,0.7,Very Good,E,VS2,63.4,59.0,2952,5.63,5.67,3.58 +9875,1.28,Good,G,SI2,63.6,57.0,4679,6.78,6.73,4.29 +4389,0.31,Ideal,D,SI1,61.0,57.0,571,4.38,4.41,2.68 +45188,0.51,Premium,G,VS1,62.1,60.0,1656,5.1,5.11,3.17 +29672,0.28,Very Good,F,VVS2,61.6,56.0,707,4.2,4.23,2.59 +48761,0.5,Ideal,F,VVS2,62.0,56.0,2016,5.08,5.05,3.14 +38986,0.39,Premium,F,VS2,58.4,62.0,1053,4.79,4.76,2.79 +16272,1.01,Good,G,VS1,64.0,60.0,6509,6.29,6.33,4.04 +33834,0.46,Very Good,D,SI2,62.0,60.0,844,4.89,4.92,3.04 +7473,1.2,Premium,J,SI2,61.1,59.0,4234,6.81,6.78,4.15 +35651,0.31,Ideal,G,VVS2,62.1,56.0,907,4.35,4.32,2.69 +23373,0.33,Premium,D,SI2,60.7,56.0,631,4.46,4.43,2.7 +44696,0.65,Premium,G,SI1,61.9,58.0,1612,5.54,5.51,3.42 +10227,1.11,Premium,I,VS2,63.0,53.0,4744,6.64,6.59,4.17 +17223,1.83,Fair,H,I1,68.0,57.0,6887,7.47,7.44,5.07 +11027,0.91,Very Good,F,VS2,62.1,58.0,4917,6.19,6.24,3.86 +3202,0.78,Ideal,E,SI1,61.6,56.0,3345,5.94,6.0,3.68 +33734,0.35,Ideal,F,VS1,60.9,56.0,839,4.52,4.56,2.77 +30166,0.4,Good,D,SI1,63.1,57.0,720,4.69,4.73,2.97 +31393,0.3,Ideal,E,VVS1,62.5,54.0,763,4.29,4.32,2.69 +49330,0.57,Premium,D,VS1,60.9,57.0,2093,5.43,5.37,3.29 +39559,0.32,Ideal,G,VVS1,62.4,56.0,1080,4.39,4.36,2.73 +32195,0.35,Ideal,E,SI1,60.9,55.0,788,4.57,4.53,2.77 +14173,1.51,Fair,I,I1,65.1,57.0,5750,7.16,7.12,4.65 +13588,1.21,Very Good,G,SI2,62.8,60.0,5558,6.7,6.77,4.23 +6494,1.02,Premium,I,SI2,62.2,58.0,4061,6.41,6.36,3.97 +38695,0.37,Premium,E,VS2,59.5,59.0,1041,4.71,4.64,2.78 +14344,1.22,Ideal,I,SI1,60.2,57.0,5807,6.99,6.93,4.19 +13166,1.24,Very Good,I,VS1,61.4,63.0,5444,6.89,6.88,4.23 +23817,1.5,Very Good,I,VS1,63.3,54.0,11879,7.26,7.33,4.62 +21535,1.12,Ideal,F,VVS2,61.4,57.0,9634,6.69,6.66,4.1 +7684,1.03,Premium,H,SI1,63.0,59.0,4274,6.43,6.4,4.04 +43406,0.53,Ideal,H,VS2,62.5,56.0,1412,5.19,5.15,3.23 +34637,0.31,Ideal,E,VS2,61.8,54.0,872,4.41,4.36,2.71 +49178,0.72,Good,G,SI1,64.0,59.0,2074,5.63,5.59,3.59 +48156,0.54,Ideal,D,VS1,62.0,56.0,1941,5.21,5.25,3.24 +2160,0.97,Good,J,VS2,64.3,58.0,3129,6.25,6.22,4.01 +40727,0.52,Very Good,G,SI1,60.6,61.0,1161,5.17,5.19,3.14 +2540,0.72,Premium,D,VS2,60.6,57.0,3205,5.82,5.79,3.52 +27620,2.03,Very Good,G,SI1,61.7,54.0,18507,8.07,8.19,5.02 +49790,0.77,Very Good,I,VS2,62.4,63.0,2162,5.84,5.8,3.63 +45291,0.51,Ideal,E,VS2,61.5,55.0,1662,5.23,5.14,3.19 +40333,0.4,Ideal,F,VVS1,61.7,57.0,1128,4.72,4.75,2.92 +3428,0.95,Fair,D,SI2,64.4,60.0,3384,6.06,6.02,3.89 +2895,0.92,Good,F,SI2,64.2,58.0,3282,6.14,6.11,3.93 +43832,0.59,Very Good,I,VS2,61.2,57.0,1445,5.4,5.42,3.31 +32271,0.3,Ideal,E,VVS2,61.9,57.0,789,4.28,4.32,2.66 +5031,1.01,Premium,I,SI2,61.7,60.0,3749,6.34,6.4,3.93 +17196,1.2,Very Good,H,VS2,62.5,59.0,6870,6.76,6.72,4.21 +15795,1.71,Ideal,J,SI1,62.8,57.0,6320,7.58,7.55,4.75 +53271,0.66,Ideal,F,VS2,62.4,54.0,2648,5.55,5.61,3.48 +47701,0.71,Premium,H,SI1,61.0,58.0,1883,5.75,5.67,3.49 +36042,0.41,Premium,G,SI1,62.7,58.0,923,4.74,4.7,2.96 +3728,0.36,Ideal,H,VS2,62.1,55.0,568,4.57,4.61,2.85 +3578,0.82,Ideal,H,VVS1,62.9,56.0,3420,5.99,5.91,3.74 +50575,0.73,Ideal,H,SI2,62.3,56.0,2278,5.78,5.72,3.58 +20686,1.54,Premium,G,SI2,61.5,61.0,8969,7.42,7.35,4.54 +51373,0.74,Good,E,SI1,62.1,64.0,2366,5.76,5.71,3.56 +46523,0.51,Ideal,G,VS1,61.0,55.0,1781,5.21,5.11,3.15 +871,0.7,Ideal,D,SI1,60.7,56.0,2872,5.72,5.75,3.48 +40296,0.4,Ideal,G,VS1,62.8,56.0,1125,4.7,4.67,2.94 +39583,0.37,Ideal,E,VVS2,62.2,56.0,1082,4.63,4.6,2.87 +11319,1.01,Very Good,E,SI1,62.6,57.0,4986,6.38,6.43,4.01 +24232,2.02,Premium,J,SI1,61.6,58.0,12431,8.14,8.1,5.0 +18243,1.01,Ideal,F,VS2,61.2,58.0,7409,6.45,6.43,3.94 +7611,0.9,Premium,G,VS2,60.8,61.0,4259,6.22,6.12,3.75 +7507,1.08,Good,G,SI2,63.2,57.0,4241,6.5,6.54,4.12 +22200,1.52,Ideal,H,SI1,61.4,55.0,10239,7.38,7.48,4.56 +7032,1.03,Premium,G,SI2,59.3,58.0,4160,6.58,6.63,3.92 +18157,1.02,Ideal,G,VS1,61.5,55.0,7357,6.49,6.52,4.0 +41540,0.42,Premium,D,VS1,60.8,59.0,1235,4.85,4.79,2.93 +30281,0.3,Very Good,G,SI1,61.0,57.0,447,4.31,4.34,2.64 +28976,0.31,Ideal,E,SI2,61.3,55.0,435,4.34,4.37,2.67 +14820,1.0,Premium,G,VS2,63.0,59.0,5967,6.45,6.32,4.02 +35669,0.35,Very Good,F,VVS1,62.3,56.0,909,4.53,4.57,2.83 +43624,0.43,Ideal,G,IF,61.2,57.0,1433,4.81,4.86,2.96 +7933,0.9,Ideal,F,SI1,62.0,57.0,4318,6.21,6.25,3.86 +49619,0.66,Good,G,VS1,61.6,61.0,2139,5.56,5.63,3.43 +2070,0.32,Premium,E,SI1,61.9,59.0,561,4.36,4.39,2.71 +830,0.7,Ideal,D,VS2,62.4,57.0,2867,5.68,5.61,3.52 +46342,0.5,Very Good,D,VS2,63.4,56.0,1758,5.1,5.05,3.22 +44829,0.52,Ideal,F,SI1,61.8,55.0,1624,5.19,5.15,3.2 +51164,0.71,Premium,F,SI1,58.5,59.0,2345,5.87,5.82,3.42 +52915,0.75,Premium,H,VS1,58.9,62.0,2588,5.96,5.93,3.5 +1036,0.53,Ideal,D,VVS1,62.5,54.0,2905,5.16,5.21,3.24 +33207,0.33,Ideal,G,VVS1,62.4,56.0,820,4.41,4.45,2.76 +9536,1.01,Good,F,SI1,62.4,59.0,4619,6.3,6.42,3.97 +6744,0.33,Very Good,G,VS2,60.6,61.0,579,4.46,4.49,2.71 +36339,0.32,Ideal,G,VVS2,62.1,55.0,936,4.38,4.35,2.71 +9747,1.04,Premium,H,SI1,58.5,62.0,4659,6.67,6.64,3.89 +51082,0.72,Very Good,F,SI1,63.1,55.0,2333,5.75,5.7,3.61 +20262,1.53,Premium,G,SI2,58.7,59.0,8688,7.51,7.45,4.39 +23609,1.52,Premium,F,SI1,62.6,59.0,11637,7.27,7.36,4.58 +14704,0.3,Premium,G,VS1,61.3,58.0,605,4.29,4.33,2.64 +25463,1.66,Premium,D,SI1,62.0,59.0,14224,7.55,7.6,4.7 +25400,1.55,Ideal,G,VS2,61.6,56.0,14106,7.44,7.49,4.6 +23765,2.04,Premium,H,SI2,58.0,58.0,11820,8.45,8.36,4.88 +21738,1.23,Very Good,G,VVS2,62.0,58.0,9803,6.77,6.82,4.21 +40574,0.53,Very Good,H,SI1,61.7,60.0,1152,5.17,5.21,3.2 +37285,0.3,Good,F,VS2,63.5,55.0,484,4.25,4.28,2.71 +38241,0.39,Ideal,D,VVS2,60.0,56.0,1018,4.77,4.79,2.87 +40302,0.4,Premium,G,VS1,61.3,60.0,1125,4.71,4.66,2.87 +1471,0.71,Ideal,E,VS2,59.5,57.0,2982,5.86,5.83,3.48 +37713,0.34,Premium,H,VVS1,61.1,59.0,995,4.52,4.48,2.75 +53387,0.8,Good,G,SI1,65.3,57.0,2662,5.78,5.85,3.8 +50608,0.7,Ideal,H,SI2,60.4,58.0,2285,5.82,5.77,3.5 +38582,0.36,Premium,E,VVS1,62.4,56.0,1035,4.57,4.53,2.84 +53048,0.71,Ideal,I,VVS1,62.3,56.0,2606,5.7,5.73,3.56 +17960,1.2,Premium,G,VS2,59.6,58.0,7258,6.94,6.89,4.12 +29123,0.4,Very Good,D,SI1,63.0,59.0,690,4.69,4.7,2.96 +5556,1.0,Very Good,F,SI2,63.5,55.0,3858,6.37,6.32,4.03 +7543,1.01,Very Good,E,SI2,63.3,58.0,4244,6.36,6.3,4.01 +29022,0.31,Ideal,G,VVS2,62.1,54.0,687,4.38,4.41,2.73 +48319,0.31,Ideal,I,VVS1,61.2,55.6,536,4.33,4.38,2.67 +2799,0.76,Very Good,E,SI1,60.4,58.0,3261,5.91,5.97,3.59 +6194,0.9,Very Good,D,SI1,62.4,63.0,3997,6.18,6.15,3.85 +33363,0.41,Ideal,G,VS2,60.9,57.0,827,4.79,4.84,2.93 +662,0.72,Very Good,F,VS1,60.2,59.0,2846,5.79,5.84,3.5 +26308,1.76,Premium,E,SI1,60.5,58.0,15805,7.93,7.84,4.77 +16365,0.33,Very Good,I,VVS1,61.7,61.0,608,4.43,4.45,2.74 +33499,0.32,Ideal,F,VS2,62.8,57.0,828,4.36,4.33,2.73 +39076,0.4,Ideal,F,VS2,62.0,59.0,1059,4.77,4.71,2.95 +26516,2.01,Premium,I,VS2,61.6,61.0,16149,8.08,7.97,4.94 +34363,0.41,Premium,F,VS2,60.3,58.0,863,4.8,4.85,2.91 +51794,0.7,Very Good,I,VVS2,60.1,63.0,2415,5.81,5.74,3.47 +29182,0.3,Ideal,F,VVS2,61.5,58.0,694,4.3,4.35,2.66 +16395,1.05,Very Good,F,VS2,62.0,56.0,6545,6.48,6.52,4.03 +2842,0.72,Very Good,E,VS2,59.8,57.0,3270,5.84,5.89,3.51 +50852,0.7,Very Good,H,VS2,63.6,56.0,2312,5.6,5.63,3.57 +47863,0.67,Premium,E,SI1,59.2,61.0,1910,5.74,5.72,3.39 +35530,0.46,Ideal,E,SI1,62.0,54.0,905,4.97,4.99,3.09 +41886,0.54,Ideal,I,VS2,61.1,55.0,1259,5.27,5.31,3.23 +12911,1.09,Ideal,H,SI1,62.1,55.0,5376,6.6,6.64,4.11 +7221,1.21,Good,J,SI2,63.7,55.0,4192,6.75,6.81,4.32 +27867,0.3,Very Good,E,VS1,60.2,57.0,653,4.37,4.3,2.61 +4474,0.7,Very Good,E,IF,63.4,58.0,3622,5.64,5.59,3.56 +16234,1.15,Premium,G,VS2,61.5,58.0,6492,6.76,6.71,4.14 +37983,0.39,Ideal,G,VS1,62.6,55.0,1008,4.66,4.69,2.93 +19012,1.12,Ideal,G,VS1,62.2,56.0,7827,6.71,6.67,4.16 +8372,0.31,Good,F,VS2,63.7,59.0,583,4.26,4.31,2.73 +42128,0.48,Ideal,F,VS2,62.4,54.0,1279,5.03,5.03,3.15 +7259,1.19,Premium,J,SI2,58.4,60.0,4198,6.98,6.92,4.06 +23146,1.51,Ideal,H,SI1,62.3,54.0,11163,7.37,7.33,4.58 +38371,0.53,Good,J,VS2,63.3,56.0,1023,5.12,5.18,3.26 +24358,1.7,Very Good,I,VS1,61.9,57.0,12621,7.67,7.64,4.74 +32235,0.31,Ideal,G,VVS1,61.7,54.0,789,4.36,4.39,2.7 +39215,0.42,Very Good,D,VS1,60.7,60.0,1066,4.81,4.88,2.94 +33900,0.3,Ideal,E,VS2,62.0,55.0,844,4.31,4.27,2.66 +22584,1.25,Ideal,G,VVS2,61.5,55.0,10636,6.92,6.94,4.26 +43115,0.52,Ideal,H,VS2,62.0,57.0,1385,5.12,5.08,3.16 +13424,1.32,Very Good,J,SI2,61.7,60.0,5513,6.95,7.01,4.31 +12156,1.0,Very Good,E,SI1,63.1,59.0,5175,6.34,6.4,4.02 +42691,0.5,Ideal,E,SI1,61.6,57.0,1337,5.08,5.11,3.14 +29106,0.34,Ideal,H,VS2,62.5,54.0,689,4.54,4.49,2.82 +30861,0.33,Ideal,G,VS2,62.0,57.0,743,4.47,4.44,2.76 +8161,1.1,Very Good,D,SI2,58.6,63.0,4361,6.76,6.69,3.94 +4692,0.79,Ideal,H,VVS1,62.0,56.0,3675,5.92,5.96,3.68 +40064,0.43,Premium,H,VS1,60.0,59.0,1113,4.98,4.86,2.95 +29204,0.44,Good,J,VS1,63.1,57.0,694,4.83,4.87,3.06 +21807,1.5,Good,H,VS1,63.8,61.0,9878,7.17,7.12,4.56 +24970,2.01,Good,I,SI1,64.1,62.0,13464,7.85,7.94,5.06 +38331,0.32,Ideal,E,VVS1,60.9,57.0,1020,4.45,4.42,2.7 +33402,0.47,Fair,E,SI1,65.2,59.0,828,4.75,4.82,3.12 +28465,0.33,Very Good,E,VS2,63.1,57.0,672,4.38,4.43,2.78 +17685,1.02,Ideal,G,VS1,61.6,55.0,7129,6.53,6.46,4.0 +16615,1.52,Premium,I,SI1,58.8,61.0,6639,7.5,7.46,4.4 +28934,0.3,Very Good,H,VVS1,62.5,59.0,684,4.26,4.29,2.67 +4275,0.9,Very Good,E,SI2,61.0,59.0,3584,6.14,6.18,3.76 +8389,0.35,Very Good,F,SI1,61.7,58.0,583,4.51,4.54,2.79 +6085,0.8,Ideal,H,IF,62.4,54.0,3972,5.93,5.99,3.72 +35898,0.32,Ideal,G,IF,61.2,55.0,918,4.41,4.44,2.71 +33244,0.31,Ideal,G,VS1,61.0,56.0,824,4.4,4.35,2.67 +38267,0.29,Very Good,I,VS2,62.4,55.0,384,4.25,4.27,2.66 +6405,1.01,Ideal,G,SI2,63.2,57.0,4038,6.33,6.28,3.99 +10573,1.02,Premium,D,SI2,62.5,59.0,4818,6.38,6.43,4.0 +11780,1.23,Ideal,J,SI2,63.2,58.0,5083,6.82,6.74,4.29 +2389,0.32,Premium,G,VS2,61.5,59.0,561,4.4,4.42,2.71 +28088,0.3,Very Good,D,SI1,63.4,55.0,662,4.26,4.22,2.69 +14898,1.02,Premium,D,SI1,62.5,59.0,5998,6.4,6.34,3.98 +22586,1.35,Ideal,H,VVS1,61.9,57.0,10639,7.06,7.09,4.38 +10023,0.31,Ideal,I,SI1,60.9,57.0,414,4.36,4.41,2.67 +4178,0.9,Premium,F,SI2,61.3,59.0,3556,6.16,6.11,3.76 +47413,0.57,Ideal,G,VS1,62.1,56.0,1851,5.3,5.33,3.3 +50491,0.7,Fair,H,VS2,65.0,56.0,2268,5.6,5.5,3.61 +47377,0.57,Ideal,D,SI1,61.0,57.0,1847,5.34,5.31,3.25 +7951,0.65,Ideal,D,VVS1,61.9,56.0,4320,5.53,5.56,3.43 +16105,1.01,Ideal,G,VS2,61.7,56.0,6439,6.43,6.46,3.98 +53562,0.71,Premium,G,VVS1,62.7,58.0,2694,5.71,5.67,3.57 +31306,0.32,Ideal,E,VS1,61.5,56.0,758,4.38,4.4,2.7 +45478,0.57,Premium,F,SI1,59.5,60.0,1676,5.43,5.42,3.23 +52809,0.71,Premium,I,VVS1,63.0,58.0,2572,5.67,5.6,3.55 +3093,0.9,Good,F,SI2,63.2,56.0,3318,6.15,6.2,3.9 +46048,0.53,Ideal,H,VS1,61.9,55.0,1731,5.18,5.21,3.22 +18327,1.01,Very Good,F,VS1,62.9,58.0,7455,6.29,6.31,3.96 +34115,0.31,Ideal,E,VVS1,59.7,60.0,853,4.41,4.43,2.64 +21582,1.33,Premium,G,VS2,62.3,59.0,9682,7.02,6.97,4.36 +621,0.77,Very Good,H,VS1,61.0,60.0,2840,5.9,5.87,3.59 +28751,0.31,Premium,E,VS2,60.3,58.0,680,4.37,4.42,2.65 +20975,1.24,Ideal,G,VS2,62.0,57.0,9188,6.87,6.84,4.25 +6375,0.3,Premium,H,VS1,60.0,60.0,576,4.4,4.3,2.61 +18419,1.54,Premium,F,SI2,62.0,56.0,7486,7.51,7.4,4.62 +9962,1.07,Premium,F,SI2,60.3,58.0,4700,6.68,6.62,4.01 +51870,0.71,Very Good,F,SI1,62.8,59.0,2427,5.62,5.66,3.54 +7975,1.17,Premium,F,SI2,59.6,60.0,4324,6.88,6.85,4.09 +40161,0.62,Good,J,SI1,59.9,65.0,1116,5.58,5.5,3.32 +38566,0.35,Ideal,F,IF,60.9,56.0,1035,4.54,4.56,2.77 +37818,0.41,Good,E,VVS1,63.5,57.0,1002,4.73,4.75,3.01 +28218,0.4,Premium,D,SI2,62.1,60.0,666,4.69,4.75,2.93 +31515,0.34,Ideal,E,SI1,61.4,54.0,765,4.53,4.5,2.77 +5717,0.27,Very Good,E,VVS2,61.9,58.0,575,4.1,4.14,2.55 +17332,1.16,Ideal,H,VS2,62.1,57.0,6954,6.7,6.73,4.17 +36215,0.36,Ideal,G,VS1,61.6,56.0,932,4.59,4.56,2.82 +863,0.79,Ideal,G,SI1,62.6,55.0,2871,5.91,5.95,3.71 +20188,1.12,Premium,D,VS1,62.1,57.0,8633,6.68,6.65,4.14 +19824,1.5,Very Good,J,VVS2,63.3,56.0,8391,7.18,7.29,4.58 +42420,0.35,Ideal,F,IF,60.9,55.0,1312,4.58,4.61,2.8 +11792,1.03,Premium,F,SI1,60.9,61.0,5087,6.54,6.5,3.97 +31570,0.36,Premium,F,VVS2,62.7,58.0,766,4.51,4.55,2.84 +50073,0.72,Premium,J,VVS1,61.4,61.0,2203,5.77,5.7,3.52 +35700,0.3,Ideal,E,VS1,60.8,57.0,911,4.36,4.33,2.64 +615,0.7,Ideal,E,VS2,62.1,54.0,2839,5.69,5.72,3.54 +46675,0.59,Premium,E,SI1,61.8,60.0,1789,5.39,5.33,3.31 +16729,0.3,Good,D,VS1,64.3,56.0,610,4.22,4.27,2.73 +17214,1.01,Good,G,VS1,63.8,57.0,6882,6.38,6.35,4.06 +17452,1.01,Ideal,D,VS2,59.8,56.0,6999,6.49,6.52,3.89 +12831,1.0,Very Good,E,SI1,59.6,60.0,5351,6.43,6.48,3.85 +23575,1.32,Ideal,G,VS1,61.7,56.0,11584,7.04,7.07,4.35 +4875,1.02,Ideal,H,SI2,62.0,56.0,3713,6.4,6.34,3.95 +19413,1.22,Premium,G,VS2,60.9,57.0,8067,6.94,6.89,4.21 +20290,1.01,Very Good,F,VVS1,63.4,55.0,8706,6.44,6.34,4.05 +53741,0.77,Premium,E,SI2,59.8,56.0,2723,6.01,5.96,3.58 +32709,0.31,Premium,F,VS2,62.3,60.0,802,4.35,4.32,2.7 +12072,1.25,Premium,J,VS1,60.9,59.0,5156,6.9,6.92,4.21 +108,0.74,Ideal,I,VVS2,62.3,55.0,2761,5.77,5.81,3.61 +31828,0.34,Ideal,G,VVS2,61.6,56.0,775,4.47,4.49,2.76 +46705,0.7,Fair,F,SI2,64.8,57.0,1792,5.65,5.59,3.64 +44715,0.51,Ideal,E,VS2,62.0,54.0,1614,5.16,5.13,3.19 +13674,1.1,Ideal,F,SI2,62.4,56.0,5596,6.58,6.62,4.12 +31989,0.3,Ideal,F,VS2,62.1,55.0,776,4.31,4.26,2.66 +29946,0.26,Very Good,I,SI1,59.2,60.0,445,4.2,4.24,2.5 +3031,0.31,Ideal,D,SI1,62.2,54.0,565,4.36,4.39,2.72 +49515,0.5,Very Good,F,VVS1,61.1,55.0,2122,5.14,5.18,3.15 +31740,0.35,Very Good,D,SI1,63.3,56.0,772,4.53,4.5,2.86 +36668,0.3,Ideal,D,VS1,61.8,57.0,949,4.27,4.3,2.65 +3330,0.71,Very Good,E,VVS2,61.7,60.0,3376,5.7,5.74,3.53 +49117,0.72,Very Good,J,VS1,64.0,57.0,2066,5.67,5.71,3.64 +52672,0.52,Ideal,D,VS1,61.3,56.0,2550,5.21,5.22,3.2 +33705,0.3,Ideal,E,VVS1,62.1,56.0,838,4.3,4.33,2.68 +33771,0.32,Ideal,F,VVS1,61.7,56.0,841,4.38,4.41,2.71 +12014,1.09,Ideal,H,SI1,62.3,57.0,5149,6.58,6.54,4.09 +43202,0.53,Premium,E,SI1,62.1,58.0,1395,5.11,5.19,3.2 +5660,1.05,Good,J,VS1,57.8,64.0,3881,6.74,6.67,3.88 +5793,1.23,Ideal,H,I1,61.9,61.0,3905,6.85,6.79,4.22 +25657,2.01,Premium,I,SI1,60.1,59.0,14558,8.24,8.19,4.94 +10197,0.91,Premium,E,VS2,61.6,58.0,4739,6.2,6.18,3.81 +8535,0.91,Premium,D,SI1,60.2,60.0,4429,6.25,6.3,3.78 +32368,0.4,Ideal,I,VVS1,61.4,58.0,790,4.72,4.76,2.91 +1988,0.94,Premium,F,SI2,62.3,59.0,3095,6.32,6.23,3.91 +41664,0.4,Ideal,G,IF,61.8,55.0,1239,4.75,4.79,2.95 +5284,0.71,Very Good,D,VVS2,62.3,60.0,3799,5.65,5.71,3.54 +39109,0.41,Premium,H,VS1,62.6,60.0,1061,4.77,4.75,2.98 +37883,0.48,Premium,E,SI2,62.9,60.0,1005,4.93,4.9,3.09 +32871,0.37,Ideal,G,VS2,60.5,56.0,809,4.65,4.68,2.82 +46785,1.0,Fair,I,I1,68.6,56.0,1805,6.2,6.08,4.22 +42012,0.58,Very Good,J,VS2,62.9,58.0,1266,5.3,5.32,3.34 +18567,1.47,Premium,H,SI2,59.3,59.0,7573,7.39,7.34,4.37 +31258,0.32,Ideal,D,VS2,62.4,57.0,758,4.34,4.38,2.72 +42277,0.23,Very Good,D,VVS2,61.9,60.0,505,3.9,3.95,2.43 +44003,0.3,Good,I,SI1,63.5,57.0,394,4.24,4.26,2.7 +29526,0.38,Ideal,I,VS1,61.9,54.7,703,4.63,4.68,2.88 +51703,0.7,Very Good,F,VS2,60.3,59.0,2400,5.76,5.79,3.48 +29863,0.3,Ideal,D,VS2,62.2,55.0,710,4.29,4.33,2.68 +31974,0.26,Very Good,E,VS2,59.2,58.0,453,4.18,4.2,2.48 +20586,1.06,Ideal,D,VS1,61.7,55.0,8893,6.53,6.57,4.04 +20612,1.53,Premium,I,SI1,61.5,59.0,8911,7.39,7.32,4.52 +33791,0.32,Ideal,G,VVS1,61.1,57.0,842,4.41,4.43,2.7 +42301,0.51,Premium,E,SI2,59.5,60.0,1294,5.25,5.17,3.1 +38067,0.3,Ideal,E,VVS2,61.9,57.0,1013,4.31,4.28,2.66 +23085,1.58,Ideal,I,SI1,61.7,56.0,11110,7.47,7.5,4.62 +133,0.71,Ideal,D,SI1,61.9,59.0,2764,5.69,5.72,3.53 +16208,1.02,Very Good,F,VS2,61.7,58.0,6479,6.47,6.5,4.0 +33313,0.35,Ideal,D,SI1,60.7,57.0,827,4.57,4.53,2.76 +7775,0.91,Ideal,E,SI1,62.3,57.0,4284,6.21,6.25,3.88 +46347,0.71,Very Good,D,SI2,59.6,63.0,1758,5.8,5.71,3.44 +46046,0.52,Ideal,H,SI1,62.0,55.0,1730,5.16,5.2,3.21 +50499,0.6,Very Good,E,VS1,60.0,58.0,2270,5.5,5.56,3.32 +31913,0.3,Good,G,VS1,63.6,55.0,776,4.29,4.26,2.72 +29966,0.31,Very Good,H,SI1,61.4,55.0,446,4.36,4.44,2.7 +26428,1.5,Very Good,E,VS1,59.0,62.0,15957,7.45,7.47,4.4 +31530,0.34,Ideal,E,SI1,62.9,56.0,765,4.48,4.45,2.81 +23117,1.31,Ideal,G,VVS1,61.1,57.0,11146,7.01,7.06,4.3 +26814,2.09,Ideal,I,SI1,61.4,56.0,16704,8.23,8.27,5.06 +47265,0.7,Premium,J,VVS2,61.9,58.0,1843,5.67,5.73,3.53 +16319,1.22,Very Good,F,SI1,63.1,58.0,6530,6.8,6.74,4.27 +35093,0.3,Ideal,F,IF,61.4,57.0,886,4.34,4.36,2.67 +817,0.71,Premium,E,SI1,59.1,61.0,2863,5.84,5.8,3.44 +32937,0.37,Premium,E,VS2,60.3,58.0,811,4.63,4.66,2.8 +23859,1.5,Good,E,SI1,63.9,54.0,11948,7.26,7.2,4.62 +40058,0.53,Ideal,G,SI2,62.3,53.0,1113,5.21,5.25,3.26 +19804,1.52,Premium,D,SI2,58.6,62.0,8366,7.56,7.45,4.41 +368,0.8,Very Good,H,VS2,62.8,57.0,2808,5.87,5.91,3.7 +25570,1.12,Ideal,E,VVS1,61.5,56.0,14407,6.7,6.76,4.13 +33677,0.32,Ideal,E,VVS2,60.8,56.0,837,4.43,4.45,2.7 +3677,0.9,Ideal,J,SI1,62.7,56.0,3445,6.21,6.16,3.88 +29090,0.34,Good,H,VS2,63.7,57.0,689,4.44,4.42,2.82 +15158,1.28,Premium,H,SI2,60.2,58.0,6093,7.13,7.03,4.26 +52950,0.84,Ideal,H,SI2,59.9,59.0,2593,6.13,6.2,3.69 +22369,0.31,Very Good,H,VS2,63.2,58.0,628,4.33,4.31,2.73 +19171,1.17,Ideal,F,VS2,61.8,55.0,7927,6.74,6.81,4.19 +53699,1.05,Fair,H,SI2,64.8,55.0,2717,6.39,6.32,4.12 +21511,1.73,Premium,H,SI1,61.8,59.0,9607,7.71,7.66,4.75 +18339,1.5,Very Good,H,SI1,63.5,58.0,7459,7.23,7.17,4.57 +8378,0.31,Very Good,G,VS1,58.2,61.0,583,4.42,4.45,2.58 +43042,0.5,Very Good,E,SI1,63.5,61.0,1374,5.03,4.98,3.18 +29821,0.3,Premium,D,SI1,61.7,60.0,709,4.28,4.25,2.63 +48784,0.59,Very Good,E,VS1,60.0,56.0,2021,5.46,5.5,3.29 +7204,1.01,Premium,H,SI1,60.3,59.0,4191,6.45,6.42,3.88 +36865,0.39,Premium,D,VS2,61.3,58.0,958,4.7,4.73,2.89 +49206,0.72,Ideal,G,SI2,62.5,57.0,2079,5.71,5.75,3.58 +47363,0.54,Ideal,H,VVS1,61.1,57.0,1846,5.22,5.26,3.2 +21422,1.55,Ideal,G,SI2,60.7,55.0,9530,7.54,7.51,4.57 +19424,1.62,Ideal,J,SI1,62.4,53.2,8075,7.47,7.51,4.68 +13882,1.31,Very Good,I,SI2,60.9,58.0,5652,7.03,7.07,4.29 +14210,1.28,Good,J,VS1,59.1,62.0,5759,7.06,7.16,4.2 +11196,1.0,Premium,G,SI1,63.0,59.0,4956,6.44,6.32,4.02 +17348,1.12,Ideal,H,SI1,61.6,56.0,6962,6.64,6.68,4.11 +45416,0.55,Premium,G,VS2,62.3,56.0,1668,5.29,5.24,3.28 +35166,0.43,Ideal,H,SI1,60.7,54.0,891,4.96,4.92,3.0 +45316,0.32,Very Good,G,VS2,60.1,61.0,524,4.41,4.44,2.66 +31109,0.42,Very Good,F,SI1,60.6,58.0,753,4.81,4.89,2.94 +46736,0.58,Ideal,F,VS2,62.4,57.0,1798,5.31,5.33,3.32 +26865,2.37,Ideal,J,VS2,62.2,57.0,16789,8.58,8.52,5.32 +16600,1.51,Very Good,I,SI2,63.1,60.0,6630,7.19,7.13,4.52 +51645,0.31,Premium,G,VS2,62.2,59.0,544,4.3,4.35,2.69 +4372,0.73,Very Good,G,VVS1,62.9,59.0,3606,5.7,5.78,3.61 +2508,1.02,Very Good,E,I1,60.6,63.0,3199,6.52,6.46,3.93 +43313,0.55,Ideal,H,VS2,61.8,54.0,1402,5.28,5.3,3.27 +27648,2.11,Premium,D,SI2,60.9,60.0,18575,8.28,8.21,5.02 +38799,0.31,Ideal,G,VVS1,62.8,53.0,1046,4.36,4.34,2.73 +3584,0.59,Ideal,E,VVS1,60.7,57.0,3422,5.41,5.45,3.29 +36791,0.34,Premium,E,VS2,61.0,59.0,956,4.51,4.48,2.74 +47104,0.51,Ideal,G,VVS2,62.2,56.0,1827,5.09,5.13,3.18 +40691,0.38,Very Good,E,VVS2,59.7,63.0,1157,4.71,4.73,2.82 +34122,0.39,Ideal,G,VS1,62.2,54.3,853,4.66,4.69,2.91 +1542,0.7,Good,D,VS1,63.6,60.0,3001,5.61,5.52,3.54 +7651,0.9,Very Good,G,VS2,61.3,59.0,4269,6.15,6.21,3.79 +12173,1.18,Ideal,J,VS1,61.7,56.0,5182,6.79,6.82,4.2 +5541,0.73,Very Good,D,VS1,62.2,56.0,3856,5.72,5.75,3.57 +14307,0.91,Ideal,G,VS1,62.1,57.0,5795,6.17,6.2,3.84 +1190,0.7,Premium,F,VVS2,61.0,57.0,2932,5.8,5.71,3.51 +246,0.76,Premium,E,SI1,60.4,58.0,2789,5.92,5.94,3.58 +17982,1.23,Premium,E,SI1,59.2,62.0,7274,7.05,7.0,4.16 +48973,0.36,Very Good,G,SI1,61.2,63.0,537,4.56,4.59,2.8 +4428,1.0,Good,J,SI1,58.7,62.0,3614,6.47,6.51,3.81 +19160,1.08,Ideal,F,VS2,62.3,54.0,7917,6.6,6.56,4.1 +22479,1.51,Ideal,H,SI1,62.8,55.0,10502,7.32,7.29,4.59 +33072,0.32,Ideal,H,IF,61.4,55.0,814,4.42,4.47,2.73 +1793,0.7,Very Good,D,VS2,62.5,55.0,3052,5.65,5.71,3.55 +867,0.7,Very Good,G,SI2,59.0,62.0,2872,5.79,5.81,3.42 +11787,0.72,Ideal,F,VVS1,61.8,57.0,5086,5.73,5.76,3.55 +39712,0.55,Good,I,SI1,57.7,61.0,1089,5.37,5.34,3.09 +10412,1.27,Ideal,J,SI2,62.6,57.0,4779,6.88,6.85,4.3 +42575,0.59,Good,E,SI2,57.4,62.0,1327,5.53,5.49,3.16 +45266,0.54,Ideal,F,VS2,60.1,56.0,1662,5.28,5.31,3.18 +45821,0.56,Good,F,VS1,59.1,62.0,1712,5.36,5.42,3.19 +43171,0.54,Premium,H,VS2,61.6,58.0,1389,5.24,5.22,3.22 +50547,0.7,Very Good,H,VS2,62.9,58.0,2276,5.6,5.65,3.54 +50533,0.81,Premium,G,SI2,59.0,57.0,2274,6.14,6.1,3.61 +23226,1.24,Premium,F,VVS2,62.0,55.0,11231,6.95,6.88,4.29 +51050,0.75,Premium,H,SI1,60.7,62.0,2331,5.87,5.82,3.55 +9956,1.07,Ideal,E,SI2,62.4,57.0,4698,6.55,6.52,4.08 +24406,1.55,Ideal,E,SI1,62.3,56.0,12646,7.43,7.37,4.61 +465,0.7,Premium,E,VS2,63.0,60.0,2818,5.64,5.6,3.54 +41860,0.59,Very Good,I,SI1,61.7,55.2,1257,5.39,5.41,3.33 +1628,0.91,Very Good,E,SI2,58.6,63.0,3015,6.32,6.38,3.72 +5794,1.0,Good,F,SI2,63.7,57.0,3906,6.32,6.36,4.04 +33323,0.35,Premium,D,SI1,60.9,58.0,827,4.55,4.52,2.76 +12423,1.0,Ideal,F,SI1,62.0,55.0,5239,6.39,6.44,3.98 +42796,0.5,Fair,G,VS1,65.8,57.0,1350,5.03,4.91,3.27 +29258,0.43,Ideal,F,SI2,61.6,55.0,698,4.87,4.9,3.01 +41513,0.44,Ideal,G,VVS1,61.6,56.0,1235,4.88,4.9,3.01 +45051,0.65,Premium,E,SI2,61.4,59.0,1640,5.57,5.52,3.41 +14000,1.19,Premium,H,SI1,60.8,59.0,5698,6.87,6.84,4.17 +25517,2.0,Premium,H,SI1,63.0,54.0,14319,8.07,7.99,5.06 +11392,0.34,Ideal,G,VS2,61.5,56.0,596,4.47,4.5,2.76 +7519,1.01,Premium,I,SI1,62.9,58.0,4242,6.37,6.34,4.0 +25727,2.03,Very Good,E,SI2,63.1,56.0,14646,8.01,7.99,5.05 +17011,1.32,Very Good,I,VS1,63.5,58.0,6793,6.89,6.94,4.39 +13263,1.0,Good,G,SI1,62.2,63.0,5483,6.36,6.41,3.97 +16027,0.3,Premium,I,VS1,60.5,60.0,608,4.33,4.3,2.61 +220,0.53,Very Good,D,VVS2,57.5,64.0,2782,5.34,5.37,3.08 +17937,1.05,Premium,F,VS2,62.3,59.0,7244,6.5,6.46,4.04 +44740,0.52,Very Good,G,VS1,60.2,57.0,1618,5.22,5.26,3.15 +37801,0.51,Ideal,I,SI1,61.9,54.0,1000,5.12,5.15,3.18 +34616,0.27,Premium,E,VS1,60.2,59.0,470,4.2,4.24,2.54 +11358,1.3,Very Good,J,VS1,63.2,57.0,4994,6.91,6.86,4.35 +3290,0.82,Ideal,H,VS1,61.5,56.0,3364,6.0,6.04,3.7 +16542,1.25,Ideal,G,SI1,60.4,57.0,6608,7.03,7.0,4.24 +5486,0.9,Very Good,G,SI1,62.0,58.0,3841,6.14,6.18,3.82 +29731,0.31,Ideal,H,VVS1,61.8,57.0,707,4.32,4.35,2.68 +46184,0.57,Very Good,D,VS2,62.5,59.0,1748,5.28,5.32,3.31 +16719,0.3,Very Good,D,VS2,62.9,55.0,610,4.31,4.34,2.72 +11297,0.91,Premium,F,VS2,62.2,58.0,4979,6.17,6.21,3.85 +28381,0.33,Premium,I,VS1,59.5,60.0,668,4.54,4.5,2.69 +5353,0.74,Ideal,D,VS1,61.7,55.0,3813,5.79,5.85,3.59 +10443,1.0,Premium,H,SI1,61.3,60.0,4788,6.38,6.35,3.9 +30233,0.33,Ideal,E,VS2,60.5,56.0,723,4.48,4.51,2.72 +20205,1.35,Very Good,H,VVS2,63.1,56.0,8644,6.95,7.03,4.41 +3055,0.35,Premium,H,SI2,61.6,58.0,566,4.54,4.49,2.78 +31758,0.4,Premium,D,SI1,61.7,58.0,772,4.7,4.74,2.91 +29447,0.34,Ideal,E,VS2,61.5,56.0,702,4.48,4.5,2.76 +6246,0.9,Ideal,G,SI1,60.8,58.0,4008,6.2,6.29,3.8 +829,0.71,Very Good,H,VVS1,62.9,57.0,2867,5.67,5.69,3.57 +35828,0.41,Very Good,H,VS2,60.0,57.0,915,4.92,4.88,2.94 +716,1.02,Ideal,H,SI2,61.6,55.0,2856,6.49,6.43,3.98 +5159,1.0,Good,J,VS2,58.7,61.0,3769,6.5,6.52,3.82 +23337,1.04,Premium,E,VVS1,60.9,58.0,11382,6.61,6.53,4.0 +18048,0.35,Ideal,E,SI1,61.0,57.0,614,4.54,4.57,2.78 +53627,0.35,Very Good,I,VS1,60.7,62.0,552,4.53,4.59,2.77 +4362,0.9,Good,D,VS2,57.9,62.0,3604,6.33,6.24,3.64 +19490,1.3,Ideal,H,VS2,62.8,56.0,8124,7.03,6.93,4.38 +38689,0.37,Ideal,E,VS2,61.2,57.0,1041,4.64,4.58,2.82 +19450,1.21,Ideal,G,VS2,59.8,57.0,8097,6.98,6.9,4.15 +51563,0.79,Premium,G,SI1,61.7,60.0,2389,5.93,5.91,3.65 +24877,1.62,Premium,F,SI1,63.0,58.0,13298,7.47,7.43,4.69 +32071,0.33,Premium,D,SI1,60.4,60.0,780,4.46,4.41,2.68 +13239,1.05,Premium,H,VS2,59.0,59.0,5468,6.71,6.68,3.95 +6525,0.91,Good,F,SI1,58.0,57.0,4067,6.36,6.47,3.72 +17524,1.12,Good,F,VS2,63.8,57.0,7051,6.61,6.59,4.21 +53051,0.72,Premium,F,VS2,62.7,59.0,2607,5.75,5.71,3.59 +28277,0.25,Ideal,G,SI1,62.3,53.0,363,4.06,4.09,2.54 +49934,0.51,Premium,E,VVS2,62.1,57.0,2185,5.18,5.15,3.21 +20936,1.64,Very Good,I,SI1,62.3,58.0,9144,7.53,7.63,4.72 +48952,0.57,Premium,D,VS2,61.9,58.0,2047,5.35,5.32,3.3 +3337,0.79,Ideal,E,VS2,59.3,57.0,3377,6.02,6.06,3.58 +27211,2.0,Ideal,F,SI2,62.9,56.0,17534,7.94,8.01,5.02 +20422,1.09,Ideal,G,VVS1,62.1,55.0,8778,6.58,6.63,4.1 +40665,0.39,Ideal,G,IF,61.7,55.0,1154,4.68,4.72,2.9 +40974,0.4,Ideal,E,VS1,59.2,62.0,1180,4.8,4.83,2.85 +21125,1.17,Ideal,G,VVS2,61.2,56.0,9289,6.77,6.85,4.17 +6969,0.91,Good,G,VS1,64.1,59.0,4150,6.1,6.13,3.92 +49212,0.7,Good,E,SI1,59.8,64.0,2079,5.75,5.69,3.42 +40448,0.51,Ideal,F,SI2,61.1,56.0,1139,5.18,5.21,3.17 +13651,1.15,Very Good,G,SI1,62.2,59.0,5587,6.66,6.71,4.16 +48600,0.55,Ideal,E,VS1,61.2,54.0,1996,5.3,5.32,3.25 +3160,0.72,Ideal,H,VVS2,61.6,56.0,3334,5.75,5.77,3.55 +42842,0.41,Ideal,F,VVS1,62.1,57.0,1356,4.79,4.75,2.96 +49629,0.32,Ideal,J,VS1,61.3,57.0,540,4.43,4.41,2.71 +12026,1.11,Premium,E,SI2,62.6,59.0,5152,6.71,6.65,4.18 +39159,0.35,Ideal,E,VS1,61.6,57.0,1063,4.53,4.5,2.78 +18229,1.26,Ideal,H,SI1,60.8,57.0,7400,7.01,6.97,4.25 +20589,1.74,Ideal,I,SI2,61.6,57.0,8896,7.67,7.74,4.75 +21070,1.03,Ideal,F,VVS2,62.0,56.0,9245,6.45,6.48,4.01 +51003,0.59,Premium,D,VS1,61.9,58.0,2326,5.37,5.32,3.31 +646,0.71,Very Good,D,SI1,61.5,58.0,2843,5.73,5.79,3.54 +8642,1.06,Premium,I,SI1,61.9,57.0,4452,6.61,6.51,4.06 +19577,1.53,Premium,J,VS1,62.8,59.0,8205,7.34,7.31,4.6 +3613,0.82,Ideal,F,SI1,61.1,56.0,3428,6.06,6.08,3.71 +22396,1.52,Ideal,I,IF,62.2,57.0,10419,7.27,7.33,4.54 +30475,0.31,Ideal,I,VVS1,62.0,54.0,732,4.37,4.34,2.7 +29238,0.43,Good,I,VS2,58.0,57.0,696,4.96,5.01,2.89 +48979,0.36,Ideal,D,SI2,62.3,57.0,537,4.52,4.57,2.83 +3199,0.72,Ideal,G,VS2,61.7,55.0,3344,5.72,5.79,3.55 +44441,0.59,Premium,D,SI2,62.6,61.0,1590,5.33,5.27,3.32 +44480,0.55,Ideal,E,VS2,62.0,55.0,1596,5.24,5.28,3.26 +11373,0.34,Ideal,E,SI1,61.7,56.0,596,4.49,4.52,2.78 +25852,1.5,Premium,F,VS1,62.6,58.0,14918,7.31,7.26,4.56 +19426,1.0,Very Good,D,VS1,60.5,59.0,8077,6.43,6.46,3.9 +46929,0.52,Premium,G,VS1,61.2,60.0,1815,5.19,5.13,3.16 +41808,0.4,Ideal,E,VS1,62.4,58.0,1250,4.7,4.72,2.94 +48767,0.5,Ideal,F,VVS1,62.0,58.0,2018,5.06,5.07,3.14 +36821,0.7,Fair,G,I1,64.3,62.0,956,5.59,5.49,3.57 +20547,1.52,Good,D,SI2,63.2,58.0,8868,7.25,7.31,4.6 +51652,0.26,Ideal,G,VVS2,62.0,56.0,545,4.12,4.15,2.56 +4594,1.02,Premium,G,SI2,62.5,58.0,3656,6.42,6.34,3.99 +53095,0.76,Very Good,E,SI1,63.2,57.0,2613,5.8,5.75,3.65 +8393,0.5,Fair,F,I1,69.8,55.0,584,4.89,4.8,3.38 +47881,0.58,Ideal,G,VS1,61.8,55.0,1911,5.35,5.39,3.32 +10444,1.0,Premium,H,SI1,59.4,58.0,4788,6.51,6.46,3.85 +52752,0.7,Fair,D,VS2,65.2,59.0,2560,5.58,5.55,3.63 +42346,0.42,Ideal,H,VS1,61.0,57.0,1299,4.85,4.89,2.97 +5670,1.29,Very Good,J,SI2,63.5,57.0,3884,6.89,6.87,4.37 +23595,1.03,Ideal,E,VVS2,61.7,56.0,11611,6.49,6.51,4.01 +38961,0.31,Good,I,VS1,63.2,56.0,489,4.28,4.33,2.72 +43614,0.31,Very Good,E,SI1,63.0,58.0,507,4.29,4.31,2.71 +37862,0.34,Ideal,F,VVS2,61.0,56.0,1003,4.54,4.57,2.78 +49574,0.59,Ideal,G,VVS2,61.0,57.0,2131,5.44,5.41,3.31 +39191,0.31,Ideal,E,VVS1,61.3,56.0,1064,4.39,4.43,2.7 +44157,0.53,Ideal,E,SI1,61.4,56.0,1564,5.2,5.26,3.21 +24812,2.01,Premium,H,SI2,61.9,57.0,13199,8.13,7.96,4.98 +30046,0.41,Premium,G,SI1,61.5,59.0,719,4.75,4.78,2.93 +10933,1.1,Ideal,F,SI2,60.4,55.0,4897,6.77,6.73,4.08 +12388,0.33,Ideal,H,VS1,61.9,55.0,598,4.46,4.49,2.77 +10799,1.0,Premium,H,VS2,59.7,58.0,4861,6.57,6.52,3.91 +16888,1.2,Ideal,D,SI2,61.7,56.0,6740,6.88,6.81,4.22 +12770,1.33,Very Good,J,SI1,64.0,53.0,5327,6.93,7.01,4.46 +2514,0.9,Ideal,E,SI2,62.6,56.0,3200,6.15,6.06,3.82 +19367,0.4,Good,D,SI2,63.1,57.0,622,4.72,4.75,2.99 +33964,0.35,Premium,G,VS1,62.6,56.0,845,4.52,4.49,2.82 +53040,0.74,Ideal,G,VS2,61.3,55.0,2604,5.82,5.89,3.59 +32287,0.26,Ideal,F,VS2,62.1,57.0,453,4.06,4.12,2.54 +24291,1.23,Ideal,E,VVS2,61.7,57.0,12539,6.85,6.91,4.25 +17646,1.13,Ideal,H,VVS2,59.7,59.0,7108,6.89,6.77,4.08 +52329,0.73,Premium,H,VS2,61.0,58.0,2496,5.76,5.84,3.54 +14995,1.02,Ideal,D,SI1,61.2,56.0,6040,6.51,6.56,4.0 +50932,0.71,Ideal,I,SI1,62.1,55.0,2319,5.67,5.73,3.55 +12338,1.22,Premium,G,SI2,61.6,62.0,5226,6.79,6.75,4.17 +17899,1.0,Good,E,VVS2,65.3,56.0,7226,6.19,6.24,4.06 +36950,0.28,Very Good,H,VVS1,58.5,61.0,480,4.27,4.31,2.51 +13348,1.11,Ideal,I,VS2,61.7,55.0,5506,6.66,6.69,4.12 +13055,1.03,Premium,D,SI1,60.5,61.0,5410,6.47,6.43,3.9 +11969,1.05,Premium,H,SI1,60.2,62.0,5139,6.57,6.52,3.94 +51770,0.7,Good,F,SI1,58.7,60.0,2409,5.75,5.81,3.39 +30857,0.33,Premium,G,VS2,60.6,61.0,743,4.49,4.46,2.71 +10855,1.13,Premium,H,SI2,62.3,57.0,4873,6.68,6.65,4.15 +43912,0.35,Premium,I,SI2,60.9,58.0,512,4.56,4.53,2.77 +17693,1.06,Very Good,G,VS1,61.7,57.0,7132,6.52,6.56,4.04 +14822,1.35,Ideal,J,VS2,61.4,57.0,5969,7.13,7.1,4.37 +15334,1.02,Ideal,D,SI1,61.3,56.0,6157,6.48,6.53,3.99 +51736,0.73,Very Good,G,SI1,61.5,59.0,2402,5.76,5.81,3.56 +17717,0.3,Good,F,VVS2,66.0,55.0,613,4.19,4.21,2.77 +6174,0.9,Good,F,SI1,63.9,59.0,3992,6.09,6.06,3.88 +35784,0.32,Ideal,F,VVS1,61.5,56.0,912,4.41,4.43,2.72 +10820,1.01,Very Good,H,SI1,59.3,62.0,4868,6.57,6.55,3.89 +52250,0.74,Ideal,G,SI2,61.9,55.0,2487,5.82,5.84,3.61 +34054,0.36,Ideal,D,SI1,59.5,56.0,851,4.68,4.63,2.77 +14188,0.9,Very Good,D,VS1,63.0,58.0,5757,6.11,6.15,3.86 +51953,0.56,Very Good,E,VVS2,60.7,57.0,2442,5.31,5.36,3.24 +46159,0.5,Ideal,E,VS2,61.5,57.0,1746,5.14,5.11,3.15 +30425,0.32,Ideal,G,VVS2,62.6,57.0,730,4.34,4.38,2.73 +3126,0.78,Ideal,D,SI1,61.2,58.0,3326,5.92,5.95,3.63 +35111,0.3,Ideal,F,IF,62.1,55.0,886,4.32,4.35,2.69 +3994,0.71,Ideal,F,VS2,61.8,55.0,3516,5.74,5.76,3.55 +536,0.96,Ideal,F,I1,60.7,55.0,2826,6.41,6.37,3.88 +17161,1.09,Ideal,E,SI2,62.7,55.9,6852,6.52,6.58,4.11 +44944,0.55,Ideal,H,VS1,62.3,56.0,1634,5.22,5.27,3.27 +774,0.7,Premium,D,VS2,62.4,56.0,2859,5.72,5.66,3.55 +17972,1.1,Ideal,H,VVS2,62.0,56.0,7267,6.59,6.63,4.1 +36423,0.39,Good,G,VS2,63.7,53.0,942,4.67,4.62,2.96 +48490,0.75,Premium,G,SI1,59.4,62.0,1980,5.95,5.91,3.52 +15879,1.26,Ideal,I,VS2,62.6,55.0,6350,6.96,6.91,4.34 +25934,2.01,Good,E,SI1,63.8,55.0,15093,8.0,7.96,5.09 +3822,0.9,Good,F,SI2,57.9,62.0,3470,6.23,6.35,3.64 +20828,1.5,Premium,I,VS2,62.5,59.0,9055,7.3,7.26,4.55 +16041,0.3,Very Good,I,VS1,63.5,57.0,608,4.29,4.24,2.71 +24686,1.61,Very Good,E,SI1,62.3,57.0,13047,7.43,7.47,4.64 +28689,0.36,Very Good,G,VS1,60.6,60.0,678,4.57,4.61,2.78 +33770,0.32,Ideal,D,VVS2,62.3,54.0,841,4.42,4.44,2.76 +48543,0.72,Very Good,J,VS1,62.7,58.0,1988,5.67,5.72,3.57 +50923,0.7,Ideal,F,SI1,61.6,56.0,2319,5.73,5.67,3.51 +34065,0.36,Ideal,D,SI1,62.7,57.0,851,4.59,4.54,2.86 +1760,0.71,Very Good,F,VS1,61.2,57.0,3045,5.73,5.77,3.52 +17420,1.13,Ideal,I,VS1,61.8,57.0,6980,6.66,6.7,4.13 +46511,0.47,Ideal,F,VVS1,61.9,55.0,1779,4.98,5.0,3.09 +8950,1.19,Premium,I,SI2,60.1,59.0,4498,6.9,6.82,4.12 +42433,0.53,Ideal,H,VS2,62.5,56.0,1314,5.15,5.19,3.23 +40086,0.33,Ideal,H,IF,61.9,55.0,1114,4.44,4.42,2.74 +46826,0.58,Ideal,E,VS2,61.7,57.0,1809,5.42,5.35,3.32 +21409,1.61,Ideal,G,VS2,62.2,56.0,9521,7.57,7.5,4.69 +5313,0.9,Ideal,E,SI2,62.1,56.0,3804,6.25,6.19,3.86 +3497,0.7,Ideal,F,VS1,61.6,56.0,3399,5.65,5.72,3.5 +9080,1.02,Good,H,SI2,61.4,60.0,4521,6.44,6.49,3.97 +37830,0.33,Ideal,D,VS2,62.1,56.0,1002,4.47,4.42,2.76 +51444,0.7,Premium,G,SI1,58.6,62.0,2375,5.83,5.8,3.41 +39944,0.28,Good,F,VVS2,64.9,57.0,492,4.13,4.16,2.69 +9754,0.94,Premium,E,SI1,60.0,58.0,4661,6.37,6.44,3.84 +47960,0.7,Ideal,H,SI1,60.6,57.0,1919,5.73,5.78,3.49 +33337,0.41,Premium,G,VS2,59.2,58.0,827,4.8,4.83,2.85 +46526,0.51,Ideal,G,VS1,62.1,55.0,1781,5.17,5.14,3.2 +33250,0.45,Ideal,I,VS1,61.6,54.0,825,4.95,4.99,3.06 +4821,0.9,Premium,F,SI2,60.5,57.0,3704,6.23,6.2,3.76 +21815,1.75,Ideal,J,VS2,62.1,56.0,9890,7.74,7.69,4.79 +2305,0.78,Good,F,VS1,64.0,54.0,3163,5.86,5.82,3.74 +50972,0.31,Good,E,SI1,63.4,57.0,544,4.31,4.33,2.74 +1494,0.57,Good,E,VVS1,59.1,65.0,2990,5.34,5.43,3.18 +29015,0.39,Ideal,J,VVS2,62.0,54.5,687,4.67,4.7,2.9 +28982,0.31,Ideal,E,VS1,61.9,54.4,685,4.33,4.37,2.69 +38779,0.31,Ideal,E,VVS2,61.7,56.0,1046,4.36,4.33,2.68 +34780,0.41,Premium,D,SI2,61.9,58.0,876,4.73,4.71,2.92 +28723,0.31,Premium,E,VS2,62.7,58.0,680,4.31,4.33,2.71 +30291,0.3,Very Good,G,SI1,59.8,57.0,447,4.32,4.37,2.6 +53686,0.74,Very Good,F,SI1,62.7,58.0,2715,5.71,5.78,3.6 +35226,0.33,Ideal,F,VVS1,61.1,56.0,893,4.45,4.48,2.73 +6529,0.9,Very Good,D,SI1,61.1,63.0,4068,6.17,6.21,3.78 +18586,1.56,Very Good,H,SI2,58.7,63.0,7583,7.73,7.55,4.49 +6440,1.29,Very Good,G,SI2,63.2,54.0,4045,6.96,6.94,4.39 +4005,0.9,Very Good,I,VS2,63.3,58.0,3519,6.07,6.13,3.86 +38445,0.4,Very Good,E,VVS2,63.6,55.0,1028,4.67,4.7,2.98 +39045,0.41,Premium,G,VVS2,62.2,58.0,1056,4.82,4.76,2.98 +48676,0.54,Very Good,D,VS1,62.1,59.0,2004,5.18,5.19,3.22 +40232,0.41,Ideal,G,VVS1,61.0,55.0,1123,4.8,4.82,2.93 +50040,0.71,Very Good,I,VS1,63.3,58.0,2198,5.68,5.66,3.59 +21361,0.33,Ideal,E,VS1,60.0,57.0,625,4.47,4.5,2.69 +38728,0.4,Ideal,G,VVS1,62.0,56.0,1043,4.73,4.76,2.94 +49318,0.32,Premium,G,SI2,62.4,59.0,540,4.4,4.35,2.73 +18316,1.0,Very Good,F,VS1,61.9,58.0,7450,6.34,6.37,3.94 +29997,0.43,Premium,D,SI2,62.6,58.0,716,4.79,4.82,3.01 +29974,0.32,Ideal,D,SI1,60.9,55.0,715,4.45,4.48,2.72 +32203,0.35,Premium,E,SI1,61.1,59.0,788,4.56,4.5,2.77 +4055,0.35,Ideal,I,VS1,61.7,54.0,571,4.54,4.57,2.81 +22309,1.61,Premium,J,IF,62.1,58.0,10350,7.53,7.47,4.66 +48646,0.31,Premium,D,SI1,58.5,59.0,537,4.49,4.44,2.61 +38873,0.4,Premium,F,VS1,61.9,59.0,1050,4.7,4.67,2.9 +15122,1.11,Ideal,I,VS1,61.0,57.0,6077,6.68,6.72,4.09 +36373,0.38,Ideal,E,VS1,60.8,56.0,940,4.7,4.75,2.86 +17104,1.51,Very Good,I,SI2,63.1,60.0,6819,7.19,7.13,4.52 +142,0.71,Premium,G,VS2,59.8,56.0,2766,5.89,5.81,3.5 +46313,0.3,Ideal,H,VS1,62.3,55.0,526,4.29,4.34,2.69 +19710,0.41,Ideal,I,VS2,61.4,54.0,625,4.81,4.83,2.96 +46812,0.51,Premium,D,VS2,62.7,59.0,1807,5.09,5.05,3.18 +20339,1.52,Premium,D,SI2,60.2,60.0,8737,7.4,7.46,4.47 +12645,1.01,Premium,H,VS1,61.2,61.0,5294,6.44,6.41,3.93 +19841,1.21,Premium,G,VS2,62.8,59.0,8402,6.84,6.76,4.27 +4847,0.71,Ideal,F,VS1,60.9,57.0,3710,5.76,5.78,3.51 +41579,0.5,Very Good,E,SI1,61.4,63.0,1238,5.1,5.06,3.12 +30483,0.31,Premium,D,SI1,60.0,61.0,732,4.43,4.41,2.65 +34009,0.3,Premium,D,VS1,59.4,60.0,848,4.38,4.34,2.59 +6343,1.0,Very Good,I,SI1,60.4,63.0,4032,6.44,6.37,3.87 +4780,1.23,Fair,E,I1,67.4,56.0,3692,6.76,6.56,4.49 +5580,0.91,Ideal,J,VS1,61.9,56.0,3863,6.19,6.22,3.85 +34900,0.33,Ideal,F,VVS1,62.0,55.0,880,4.44,4.47,2.76 +1252,0.77,Ideal,I,SI1,61.5,56.0,2946,5.9,5.93,3.64 +16711,0.31,Very Good,F,VS2,58.8,58.0,609,4.45,4.49,2.63 +25204,1.52,Very Good,D,VS2,62.4,58.0,13799,7.23,7.28,4.53 +52998,0.73,Ideal,I,VS1,61.0,56.0,2596,5.82,5.86,3.56 +3853,0.7,Ideal,F,VVS2,61.0,57.0,3478,5.73,5.75,3.5 +34003,0.42,Very Good,G,VS2,62.6,57.0,847,4.76,4.8,2.99 +28842,0.41,Very Good,E,SI2,62.9,58.0,683,4.72,4.75,2.98 +23299,1.59,Very Good,H,VS2,60.7,61.1,11333,7.5,7.56,4.57 +47143,0.64,Ideal,H,VS2,62.3,54.0,1831,5.52,5.55,3.44 +52348,0.55,Ideal,E,VVS2,61.4,56.0,2499,5.28,5.31,3.25 +49281,0.6,Ideal,G,VS1,61.3,60.0,2091,5.39,5.41,3.31 +13366,0.24,Very Good,F,VS1,63.0,58.0,419,3.92,3.95,2.48 +2927,0.9,Fair,I,VVS2,60.9,66.0,3288,6.1,6.12,3.72 +28332,0.33,Ideal,G,VS1,61.9,54.0,666,4.44,4.48,2.76 +44853,0.5,Ideal,H,VS2,61.5,56.0,1626,5.11,5.13,3.15 +38107,0.36,Premium,E,VS2,62.3,58.0,1013,4.55,4.51,2.82 +53724,0.7,Good,F,VVS2,63.1,58.0,2721,5.6,5.66,3.55 +46302,0.3,Very Good,G,VS2,60.6,61.0,526,4.29,4.32,2.61 +47155,0.52,Very Good,G,VVS2,63.2,57.0,1833,5.08,5.11,3.22 +13660,1.24,Very Good,H,SI2,61.2,57.0,5592,6.87,7.02,4.25 +6140,1.02,Ideal,H,I1,62.1,56.0,3987,6.45,6.4,3.99 +23503,1.04,Ideal,D,VVS2,60.9,57.0,11511,6.54,6.6,4.0 +1472,0.71,Very Good,G,VS1,60.8,63.0,2982,5.76,5.68,3.48 +25162,1.54,Very Good,F,VS2,60.8,58.0,13735,7.43,7.56,4.56 +15289,1.21,Ideal,I,VS2,62.0,60.0,6135,6.77,6.84,4.22 +42895,0.51,Premium,H,VS2,58.5,61.0,1359,5.26,5.23,3.07 +2144,0.9,Good,H,SI1,60.5,64.0,3125,6.18,6.11,3.72 +53695,0.71,Ideal,E,SI1,61.8,57.0,2717,5.72,5.76,3.55 +51330,0.31,Very Good,E,SI1,62.9,58.0,544,4.29,4.33,2.71 +5687,0.91,Very Good,H,VS2,61.6,60.0,3887,6.19,6.21,3.82 +36790,0.34,Ideal,E,VS2,62.4,54.0,956,4.49,4.48,2.8 +1158,0.7,Ideal,I,VS1,61.5,56.0,2924,5.71,5.75,3.52 +9958,1.11,Premium,F,SI1,60.4,58.0,4699,6.68,6.66,4.03 +42565,0.55,Very Good,H,VS2,60.2,59.0,1327,5.36,5.24,3.19 +4347,0.72,Ideal,E,VS2,60.8,56.0,3601,5.78,5.82,3.53 +7568,0.9,Fair,D,SI1,63.8,61.0,4252,6.07,5.99,3.85 +6094,0.9,Very Good,D,SI2,61.2,54.0,3975,6.25,6.29,3.84 +34425,0.3,Ideal,G,IF,61.5,56.0,863,4.32,4.36,2.67 +20193,1.51,Very Good,I,SI1,62.7,61.0,8637,7.27,7.33,4.58 +16470,1.2,Very Good,G,VS2,63.3,57.0,6580,6.69,6.64,4.22 +11602,1.08,Premium,G,SI1,59.4,60.0,5044,6.7,6.63,3.96 +38957,0.31,Good,I,VS1,63.9,56.0,489,4.28,4.3,2.74 +40690,0.58,Fair,D,SI2,65.1,58.0,1156,5.25,5.22,3.41 +5415,0.85,Ideal,D,VS2,61.9,55.0,3821,6.07,6.14,3.78 +20359,1.51,Premium,H,SI1,61.5,58.0,8752,7.38,7.31,4.52 +30015,0.31,Ideal,H,VS1,61.3,55.0,717,4.36,4.41,2.69 +53624,0.3,Premium,I,VVS1,62.2,58.0,552,4.28,4.31,2.67 +34224,0.38,Premium,G,SI1,62.4,59.0,855,4.64,4.59,2.88 +49255,0.7,Premium,G,SI2,62.0,60.0,2087,5.7,5.62,3.51 +18357,1.0,Good,G,VVS1,58.4,60.0,7467,6.55,6.61,3.84 +15921,1.01,Fair,D,VS2,65.3,58.0,6366,6.29,6.24,4.09 +40884,0.38,Ideal,E,VVS2,61.6,55.0,1176,4.66,4.63,2.86 +27452,2.04,Premium,H,VS1,60.7,61.0,18104,8.18,8.1,4.94 +40041,0.4,Ideal,D,VVS2,62.8,56.0,1111,4.68,4.72,2.95 +29003,0.34,Premium,F,VS2,62.6,59.0,686,4.44,4.48,2.79 +20519,1.05,Ideal,G,IF,62.5,56.0,8850,6.48,6.52,4.06 +47392,0.54,Ideal,E,VS2,60.8,57.0,1847,5.29,5.24,3.2 +7,0.24,Very Good,I,VVS1,62.3,57.0,336,3.95,3.98,2.47 +2767,0.9,Ideal,I,SI1,60.8,57.0,3251,6.25,6.22,3.79 +30362,0.36,Premium,H,VS2,60.0,62.0,729,4.62,4.58,2.76 +32090,0.33,Ideal,D,VS2,61.8,56.0,781,4.4,4.44,2.73 +3495,1.01,Good,I,SI2,61.8,62.0,3399,6.28,6.35,3.9 +7747,0.91,Good,F,SI1,63.9,55.0,4279,6.1,6.17,3.92 +23018,0.3,Very Good,G,VS2,63.1,58.0,630,4.27,4.23,2.68 +38226,0.4,Premium,H,VVS1,61.8,58.0,1017,4.69,4.72,2.91 +41899,0.54,Ideal,I,VS2,61.9,56.0,1260,5.2,5.26,3.24 +28404,0.35,Ideal,G,SI1,61.3,56.0,669,4.56,4.54,2.79 +36141,0.33,Ideal,E,VS2,61.0,57.0,928,4.46,4.43,2.71 +38288,0.28,Very Good,F,VS1,61.0,59.0,487,4.23,4.29,2.6 +11538,1.01,Ideal,H,VS2,61.9,57.0,5028,6.42,6.48,3.99 +41211,0.51,Premium,E,SI2,60.3,56.0,1205,5.22,5.19,3.14 +50197,0.52,Ideal,D,VS2,61.8,55.0,2225,5.19,5.23,3.22 +45717,0.56,Ideal,E,SI1,61.7,56.0,1698,5.33,5.3,3.28 +11626,1.13,Premium,H,SI1,60.1,60.0,5050,6.77,6.73,4.06 +34944,0.23,Very Good,E,VS1,60.4,62.0,378,3.93,3.99,2.39 +10970,1.04,Very Good,D,SI2,58.6,58.0,4906,6.65,6.72,3.92 +46225,0.61,Premium,H,VVS2,60.9,60.0,1752,5.47,5.5,3.34 +47134,0.7,Very Good,H,SI1,62.6,57.0,1830,5.64,5.7,3.55 +22416,1.71,Ideal,I,SI2,61.1,55.0,10438,7.78,7.73,4.74 +20294,2.16,Ideal,H,I1,62.2,56.0,8709,8.31,8.26,5.15 +425,0.73,Premium,E,VS2,58.6,60.0,2812,5.92,5.89,3.46 +2850,1.1,Premium,I,SI2,59.3,62.0,3271,6.75,6.7,3.99 +24484,2.28,Ideal,J,SI1,61.6,57.0,12755,8.5,8.43,5.21 +7506,1.05,Very Good,G,SI2,62.5,60.0,4241,6.45,6.5,4.05 +53222,0.74,Very Good,E,SI2,59.9,59.0,2638,5.93,5.95,3.56 +8260,1.0,Very Good,H,SI2,62.0,57.0,4379,6.4,6.34,3.95 +40134,0.41,Premium,H,VVS1,60.4,58.0,1115,4.85,4.79,2.91 +37813,0.44,Good,E,VS2,59.0,64.0,1001,5.01,4.94,2.93 +8953,1.0,Good,I,VS1,63.9,56.0,4499,6.18,6.37,4.01 +29444,0.4,Ideal,G,SI1,61.3,56.0,701,4.73,4.76,2.91 +49134,0.56,Ideal,D,VS2,62.8,57.0,2066,5.29,5.25,3.31 +18319,1.0,Premium,E,VS1,61.1,60.0,7452,6.41,6.43,3.92 +52225,0.75,Premium,H,VS2,60.8,57.0,2484,5.9,5.87,3.58 +7938,1.05,Premium,G,SI2,61.3,58.0,4318,6.6,6.55,4.03 +13943,1.3,Premium,H,SI1,62.9,60.0,5671,6.95,6.88,4.35 +48441,0.51,Premium,G,VVS2,61.5,56.0,1974,5.15,5.12,3.16 +45941,0.52,Ideal,G,VS1,61.6,56.0,1722,5.18,5.22,3.2 +24924,2.13,Fair,H,SI2,64.5,58.0,13370,8.09,8.01,5.19 +52694,0.7,Very Good,F,SI1,61.5,60.0,2553,5.65,5.7,3.49 +3745,0.3,Premium,F,VS1,61.0,58.0,570,4.33,4.36,2.65 +52697,0.7,Very Good,E,VS2,61.4,57.0,2553,5.7,5.73,3.51 +50794,0.72,Good,E,SI1,63.9,58.0,2305,5.72,5.64,3.63 +49426,0.7,Very Good,H,SI1,61.0,58.0,2107,5.67,5.7,3.47 +49460,0.71,Premium,H,SI1,62.4,59.0,2112,5.65,5.6,3.51 +38296,0.3,Ideal,G,SI1,60.6,57.0,487,4.34,4.37,2.63 +13587,1.05,Premium,F,SI1,61.6,57.0,5557,6.56,6.53,4.03 +52629,0.35,Premium,H,SI2,62.0,58.0,551,4.5,4.47,2.78 +27058,0.28,Premium,G,VVS2,60.2,60.0,646,4.26,4.24,2.56 +35910,0.4,Ideal,H,VS2,60.9,56.0,919,4.79,4.83,2.93 +50390,0.78,Very Good,H,SI2,61.8,59.0,2252,5.85,5.9,3.63 +17097,1.51,Fair,H,SI2,65.5,56.0,6816,7.18,7.13,4.69 +32297,0.25,Ideal,G,VS1,62.5,55.0,454,4.0,4.02,2.51 +23016,0.3,Premium,G,VS2,61.1,62.0,630,4.33,4.28,2.63 +52676,0.88,Fair,I,VS2,57.4,67.0,2550,6.49,6.36,3.69 +22155,1.09,Ideal,F,VVS2,62.0,56.0,10196,6.63,6.6,4.1 +35685,0.35,Ideal,D,VVS2,61.0,57.0,910,4.54,4.58,2.78 +30598,0.31,Ideal,D,VS2,60.7,56.0,734,4.35,4.38,2.65 +40646,0.4,Very Good,G,IF,61.0,59.0,1154,4.75,4.79,2.91 +6854,0.8,Ideal,E,SI1,61.9,55.0,4125,5.94,5.98,3.69 +491,0.72,Premium,E,VS2,62.4,59.0,2822,5.77,5.7,3.58 +7474,1.2,Ideal,J,SI1,63.0,57.0,4234,6.74,6.64,4.24 +51608,0.75,Premium,F,SI2,60.5,58.0,2394,5.91,5.86,3.56 +44261,0.51,Ideal,I,VVS2,60.6,56.0,1575,5.18,5.22,3.15 +3558,0.79,Ideal,H,VVS2,62.4,56.0,3417,5.91,5.94,3.7 +43292,0.58,Very Good,F,SI1,59.9,58.0,1401,5.35,5.4,3.22 +21623,1.06,Ideal,E,VVS2,61.0,57.0,9712,6.63,6.54,4.02 +15452,1.26,Ideal,J,VVS1,61.4,60.0,6186,6.92,6.95,4.26 +10391,0.31,Premium,G,SI1,61.4,58.0,593,4.35,4.31,2.66 +431,0.76,Ideal,E,SI1,61.7,57.0,2814,5.88,5.85,3.62 +36945,0.26,Ideal,G,VS1,62.1,55.0,478,4.09,4.12,2.55 +10659,1.18,Ideal,I,SI2,62.2,57.0,4838,6.73,6.76,4.2 +32050,0.43,Ideal,I,VS2,62.1,57.0,780,4.83,4.86,3.01 +20924,1.12,Ideal,F,VS2,61.8,55.0,9138,6.63,6.67,4.11 +5074,0.93,Premium,H,SI1,61.8,59.0,3750,6.27,6.23,3.86 +37340,0.4,Good,E,VVS2,57.7,62.0,981,4.82,4.88,2.8 +948,0.7,Very Good,F,VS1,62.2,58.0,2889,5.64,5.75,3.54 +39888,0.42,Ideal,F,VS1,60.9,57.0,1103,4.88,4.84,2.96 +16411,1.0,Premium,G,VS1,59.1,61.0,6552,6.54,6.48,3.85 +35150,0.32,Ideal,E,VVS2,62.3,55.0,890,4.37,4.4,2.73 +50592,0.71,Good,H,SI1,58.4,62.1,2282,5.8,5.83,3.4 +52920,0.71,Very Good,F,SI1,62.4,59.0,2590,5.64,5.7,3.54 +51966,0.3,Ideal,H,VS1,62.2,57.0,545,4.28,4.31,2.67 +21795,1.0,Good,F,IF,63.2,63.0,9867,6.24,6.26,3.95 +44456,0.5,Very Good,G,VS1,61.3,58.0,1592,5.03,5.09,3.1 +1218,0.73,Ideal,F,VS2,62.7,58.0,2939,5.72,5.77,3.6 +48166,0.51,Good,F,VVS2,60.2,62.0,1942,5.16,5.21,3.12 +34325,0.39,Premium,F,SI1,61.3,62.0,860,4.71,4.68,2.88 +21462,1.55,Very Good,E,SI2,59.5,56.0,9557,7.56,7.59,4.51 +53446,0.72,Ideal,F,SI2,61.9,54.0,2674,5.83,5.73,3.57 +39777,0.36,Premium,D,VS2,61.8,58.0,1094,4.58,4.55,2.82 +52252,0.7,Ideal,H,SI1,61.0,56.0,2487,5.74,5.76,3.51 +52792,0.61,Very Good,G,VVS1,61.1,56.0,2569,5.47,5.5,3.35 +9274,1.07,Ideal,E,SI2,61.6,55.0,4564,6.62,6.59,4.07 +33178,0.41,Premium,E,SI2,62.8,58.0,818,4.73,4.69,2.96 +52656,0.72,Ideal,G,SI1,61.9,54.0,2548,5.78,5.81,3.59 +46191,0.52,Ideal,H,VVS2,61.0,57.0,1749,5.16,5.2,3.16 +24638,1.71,Ideal,E,SI2,62.7,55.0,12978,7.62,7.69,4.8 +38063,0.3,Ideal,E,IF,61.1,57.0,1013,4.31,4.33,2.64 +7265,0.91,Ideal,I,VS2,61.6,56.0,4199,6.17,6.25,3.83 +32206,0.35,Premium,E,SI1,61.9,58.0,788,4.52,4.49,2.79 +47350,0.5,Ideal,D,VS2,62.8,56.0,1845,5.08,5.04,3.18 +30077,0.32,Very Good,E,SI1,63.2,56.0,720,4.38,4.35,2.76 +23331,1.24,Ideal,G,IF,62.4,56.0,11376,6.86,6.89,4.29 +32132,0.41,Premium,G,SI2,61.4,58.0,784,4.8,4.75,2.93 +5414,0.76,Ideal,F,VS1,61.9,55.0,3820,5.88,5.84,3.63 +18203,1.52,Fair,H,SI2,65.0,57.0,7388,7.12,7.09,4.62 +21043,0.31,Good,H,VVS2,63.4,56.0,625,4.29,4.32,2.73 +40908,0.46,Very Good,G,VS1,61.4,59.7,1179,4.94,4.97,3.05 +5441,0.77,Very Good,G,VVS2,62.8,58.0,3829,5.84,5.78,3.65 +47919,0.57,Premium,F,VS1,61.3,58.0,1915,5.38,5.26,3.26 +4104,0.7,Good,F,VVS1,61.2,61.0,3536,5.71,5.79,3.52 +23648,1.52,Very Good,H,VS2,59.7,55.0,11681,7.45,7.42,4.44 +1319,0.72,Good,G,VS1,58.0,57.8,2958,5.85,5.87,3.4 +46128,0.51,Ideal,F,VS1,62.5,55.0,1744,5.08,5.13,3.19 +30029,0.43,Good,E,SI1,63.4,56.0,718,4.77,4.79,3.03 +38306,0.37,Good,G,SI2,63.4,57.0,487,4.55,4.57,2.89 +26861,1.52,Very Good,F,VVS2,63.7,57.0,16786,7.28,7.31,4.65 +43033,0.51,Very Good,F,SI1,61.8,57.0,1374,5.1,5.13,3.16 +27152,2.17,Ideal,I,SI1,60.4,56.0,17381,8.43,8.36,5.07 +52042,0.71,Premium,E,SI2,62.6,58.0,2450,5.7,5.67,3.56 +30762,0.25,Premium,E,VVS1,60.7,60.0,740,4.11,4.09,2.49 +35162,0.41,Ideal,I,VVS1,62.0,54.5,891,4.77,4.8,2.97 +41923,0.46,Very Good,D,VS2,63.2,56.0,1262,4.92,4.89,3.1 +15404,1.02,Premium,G,VS2,59.2,59.0,6169,6.66,6.58,3.92 +25947,1.59,Premium,E,VS2,62.3,59.0,15111,7.38,7.43,4.61 +2913,0.8,Premium,F,VS2,62.4,59.0,3285,5.92,5.85,3.67 +18137,1.06,Very Good,D,VS2,62.8,55.0,7345,6.53,6.56,4.11 +51184,0.78,Very Good,H,SI2,63.1,56.0,2348,5.84,5.88,3.7 +10470,1.04,Very Good,H,SI1,62.2,57.0,4791,6.42,6.48,4.01 +8082,1.01,Premium,G,SI1,62.6,60.0,4338,6.39,6.35,3.99 +52121,0.7,Premium,F,SI1,61.6,58.0,2463,5.73,5.7,3.52 +36922,0.41,Premium,G,VS1,60.0,61.0,961,4.86,4.77,2.89 +11941,1.02,Very Good,H,SI1,59.9,58.0,5131,6.57,6.66,3.96 +11079,0.9,Ideal,H,VVS2,62.0,57.0,4924,6.15,6.2,3.83 +16996,1.01,Very Good,E,VS2,63.4,60.0,6787,6.37,6.31,4.02 +13756,1.25,Premium,J,SI1,61.8,55.0,5607,6.91,6.82,4.24 +42013,0.51,Good,E,SI1,57.4,62.0,1266,5.24,5.29,3.02 +24516,1.5,Very Good,G,VVS2,60.9,56.0,12798,7.34,7.37,4.48 +50846,0.72,Good,G,VS2,63.4,53.0,2311,5.72,5.79,3.64 +22963,1.41,Very Good,F,VS1,63.4,63.0,11010,7.13,6.97,4.47 +23330,1.51,Premium,F,SI1,62.2,58.0,11374,7.32,7.27,4.54 +20545,1.62,Ideal,H,SI2,61.8,54.0,8865,7.55,7.6,4.68 +45524,0.57,Ideal,F,VS2,61.6,56.0,1684,5.37,5.34,3.3 +18619,1.07,Very Good,G,VVS2,59.4,57.0,7597,6.74,6.69,3.99 +10010,1.01,Very Good,G,SI1,62.4,60.0,4707,6.34,6.39,3.97 +30990,0.37,Premium,H,VVS2,61.3,58.0,746,4.6,4.63,2.83 +39993,0.41,Premium,F,VS2,60.3,58.0,1107,4.85,4.8,2.91 +17601,1.18,Ideal,D,SI1,61.9,55.0,7087,6.76,6.8,4.2 +28737,0.31,Ideal,F,VS1,62.1,56.0,680,4.32,4.35,2.69 +4371,1.11,Premium,H,SI2,60.4,59.0,3605,6.7,6.64,4.03 +6620,1.35,Premium,J,SI1,62.1,54.0,4082,7.15,7.09,4.42 +14616,1.16,Ideal,D,SI2,62.1,54.0,5898,6.79,6.74,4.2 +21569,1.09,Ideal,F,VVS2,62.5,55.0,9668,6.52,6.6,4.1 +39375,0.31,Ideal,F,VVS1,61.4,55.0,1074,4.37,4.39,2.69 +36891,0.31,Ideal,F,VVS1,61.8,56.0,959,4.36,4.34,2.69 +13731,0.27,Ideal,E,VS1,61.6,55.0,603,4.18,4.16,2.57 +4281,1.0,Premium,H,SI2,61.3,57.0,3584,6.45,6.4,3.94 +15803,1.22,Very Good,H,SI1,62.5,59.0,6323,6.79,6.82,4.25 +17191,1.05,Very Good,E,VS2,62.2,57.0,6865,6.44,6.56,4.04 +28396,0.33,Premium,H,VS2,62.8,59.0,668,4.44,4.38,2.77 +34105,0.38,Very Good,G,VVS2,61.5,57.0,853,4.66,4.68,2.87 +2085,0.8,Ideal,H,VS1,63.1,58.0,3111,5.89,5.96,3.74 +10608,1.39,Premium,I,SI2,61.9,59.0,4826,7.15,7.11,4.41 +31873,0.3,Ideal,H,VVS2,62.1,56.0,776,4.32,4.28,2.67 +27057,0.28,Premium,H,VVS1,61.5,58.0,646,4.22,4.17,2.58 +1975,1.2,Premium,G,I1,60.3,58.0,3091,6.82,6.77,4.1 +32995,0.38,Premium,I,VS2,60.2,58.0,812,4.75,4.69,2.84 +42307,0.41,Premium,D,VVS2,62.5,58.0,1295,4.72,4.75,2.96 +27604,2.04,Good,D,SI1,61.9,60.0,18468,8.15,8.11,5.03 +20688,1.54,Premium,I,SI1,60.8,61.0,8969,7.48,7.41,4.53 +34619,0.27,Very Good,D,VS2,62.0,57.0,470,4.11,4.15,2.56 +26947,2.05,Ideal,H,SI1,61.9,57.0,17006,8.09,8.14,5.02 +5605,0.96,Good,F,VS2,63.7,54.0,3871,6.24,6.19,3.96 +50610,0.7,Very Good,H,VS2,60.0,55.0,2287,5.73,5.77,3.45 +48212,0.57,Ideal,F,VS1,62.6,56.0,1949,5.27,5.33,3.32 +47886,0.74,Good,J,VS2,60.6,62.6,1912,5.79,5.85,3.53 +27735,2.06,Ideal,I,VS2,62.2,55.0,18779,8.15,8.19,5.08 +17360,1.55,Ideal,J,SI2,62.3,54.0,6966,7.38,7.42,4.61 +3325,0.74,Ideal,E,VS2,61.7,56.0,3374,5.81,5.86,3.6 +13273,1.2,Ideal,G,SI2,62.2,56.0,5484,6.84,6.74,4.22 +53850,0.56,Ideal,D,VS1,61.1,56.0,2741,5.3,5.33,3.25 +40122,0.41,Very Good,F,VVS2,62.9,54.0,1115,4.7,4.74,2.97 +32533,0.35,Ideal,H,VVS1,61.7,56.0,798,4.53,4.55,2.8 +22067,1.5,Very Good,I,VVS2,63.3,58.0,10090,7.27,7.24,4.59 +47220,0.5,Premium,F,VS1,61.3,59.0,1838,5.15,5.09,3.14 +33465,0.32,Premium,F,VS2,59.5,61.0,828,4.46,4.42,2.64 +50169,0.71,Ideal,I,SI1,62.5,57.0,2218,5.69,5.74,3.57 +23434,1.62,Very Good,H,VS2,59.6,59.0,11427,7.59,7.67,4.55 +2532,0.71,Fair,F,IF,58.7,62.0,3205,5.87,5.81,3.43 +5015,1.52,Fair,I,I1,67.7,58.0,3745,7.07,7.0,4.76 +38843,0.33,Very Good,D,VVS2,60.8,58.0,1050,4.47,4.48,2.72 +6774,0.91,Ideal,H,VS1,62.9,55.0,4109,6.23,6.13,3.89 +42612,0.32,Very Good,H,VS2,62.8,55.0,505,4.38,4.41,2.76 +26602,2.11,Premium,G,SI2,62.2,60.0,16336,8.19,8.15,5.08 +28834,0.41,Ideal,H,SI1,61.2,57.0,683,4.76,4.78,2.92 +41639,0.32,Premium,J,VS2,61.9,59.0,504,4.38,4.35,2.7 +13976,1.19,Ideal,I,SI1,62.3,55.0,5690,6.8,6.82,4.24 +39350,0.35,Ideal,F,IF,60.7,57.0,1073,4.6,4.56,2.78 +34938,0.26,Ideal,G,SI1,61.8,55.0,377,4.08,4.11,2.53 +39163,0.35,Ideal,E,VS1,62.3,56.0,1063,4.52,4.5,2.81 +6958,1.05,Premium,J,VS2,61.1,58.0,4145,6.56,6.51,3.99 +40315,0.4,Premium,E,VS1,61.2,59.0,1125,4.76,4.72,2.9 +34379,0.41,Ideal,I,VVS1,61.8,55.0,863,4.76,4.79,2.95 +34595,0.27,Very Good,E,VS2,63.0,57.0,470,4.12,4.16,2.61 +53799,0.72,Ideal,D,SI1,61.6,55.0,2731,5.75,5.8,3.56 +43356,0.44,Good,G,IF,58.5,61.0,1407,4.99,5.03,2.93 +6767,1.0,Very Good,I,SI2,62.6,57.0,4107,6.37,6.4,4.0 +27153,2.01,Ideal,H,SI1,60.6,57.0,17383,8.19,8.09,4.92 +52190,0.7,Ideal,G,SI1,62.4,56.0,2478,5.66,5.69,3.54 +41828,0.42,Ideal,G,IF,62.0,57.0,1251,4.8,4.82,2.98 +6914,1.02,Very Good,J,SI1,61.4,58.0,4137,6.47,6.5,3.98 +12818,1.01,Premium,F,SI1,62.2,59.0,5345,6.41,6.36,3.97 +40726,0.52,Very Good,H,SI1,62.6,59.0,1161,5.06,5.13,3.19 +9147,1.11,Ideal,H,SI2,63.5,60.0,4538,6.58,6.49,4.15 +37814,0.7,Fair,G,I1,66.9,55.0,1001,5.6,5.52,3.72 +21414,1.62,Premium,E,SI2,61.8,59.0,9526,7.55,7.52,4.66 +40765,0.41,Very Good,H,VVS1,62.0,56.0,1166,4.77,4.81,2.97 +37597,0.24,Very Good,E,VVS2,59.7,60.0,485,4.08,4.1,2.44 +18945,1.06,Ideal,E,VS2,61.8,55.0,7788,6.59,6.51,4.05 +39650,0.55,Very Good,I,SI2,61.5,60.0,1087,5.23,5.25,3.22 +53618,0.3,Very Good,D,SI1,61.0,61.0,552,4.27,4.29,2.61 +44305,0.56,Ideal,D,SI1,62.3,57.0,1578,5.24,5.26,3.27 +26555,2.66,Good,H,SI2,63.8,57.0,16239,8.71,8.65,5.54 +48423,0.51,Very Good,G,VVS1,63.2,58.0,1971,5.11,5.08,3.22 +44051,0.52,Ideal,G,VS2,61.9,55.0,1549,5.15,5.18,3.2 +9291,1.0,Good,H,VS2,62.7,54.0,4569,6.26,6.31,3.94 +10561,1.0,Premium,H,SI1,62.8,58.0,4816,6.38,6.36,4.0 +13423,0.9,Very Good,D,VS1,63.4,58.0,5511,6.15,6.09,3.88 +42816,0.5,Very Good,D,SI1,61.9,62.0,1354,5.03,5.09,3.13 +27678,1.28,Ideal,E,IF,60.7,57.0,18700,7.09,6.99,4.27 +48615,0.79,Premium,H,SI2,61.6,58.0,1998,5.98,5.94,3.67 +17402,1.22,Premium,D,SI2,61.9,60.0,6969,6.88,6.82,4.24 +30145,0.32,Premium,G,VS2,62.8,58.0,720,4.35,4.31,2.72 +47829,0.73,Premium,J,SI1,58.2,59.0,1905,5.99,5.91,3.46 +20826,1.76,Very Good,J,SI2,60.9,60.0,9053,7.79,7.83,4.76 +4037,0.73,Ideal,D,VS2,61.4,56.0,3528,5.78,5.81,3.56 +5154,1.01,Good,F,SI2,63.1,58.0,3768,6.34,6.38,4.01 +51253,0.73,Ideal,F,SI2,62.2,60.0,2355,5.72,5.75,3.57 +17209,1.0,Very Good,E,VS2,59.0,58.0,6875,6.49,6.53,3.84 +26873,2.31,Very Good,I,SI1,62.5,55.0,16801,8.43,8.5,5.29 +50869,0.71,Ideal,H,SI1,62.1,57.0,2313,5.68,5.73,3.54 +35066,0.51,Ideal,J,SI2,62.1,56.0,885,5.1,5.14,3.18 +30276,0.26,Ideal,F,SI1,61.8,55.0,447,4.12,4.14,2.55 +48464,0.61,Premium,D,SI1,62.3,58.0,1976,5.45,5.4,3.38 +47367,0.78,Premium,H,SI2,61.1,59.0,1846,5.91,5.88,3.6 +46088,0.56,Ideal,F,VS2,62.2,55.0,1739,5.25,5.28,3.28 +46086,0.49,Good,D,VS1,57.5,60.0,1738,5.18,5.25,3.0 +12282,0.91,Ideal,F,VS2,62.8,57.0,5214,6.18,6.2,3.89 +45491,0.6,Very Good,H,VS1,60.2,60.0,1679,5.45,5.48,3.29 +24462,1.11,Ideal,E,VVS1,61.3,54.0,12725,6.68,6.72,4.11 +14936,1.18,Ideal,H,SI1,61.4,55.0,6013,6.84,6.78,4.18 +13643,1.24,Premium,F,SI2,62.8,60.0,5583,6.84,6.82,4.29 +36008,0.31,Ideal,F,IF,61.2,56.0,921,4.37,4.42,2.69 +46288,0.5,Ideal,E,VS1,62.0,58.0,1755,5.09,5.14,3.17 +52947,0.7,Very Good,E,VS2,60.2,57.0,2593,5.77,5.82,3.49 +13542,1.14,Ideal,D,SI2,61.4,56.0,5548,6.69,6.77,4.13 +15426,1.04,Ideal,G,VS2,62.6,55.0,6177,6.45,6.49,4.05 +24474,1.51,Premium,D,SI1,61.6,57.0,12738,7.41,7.32,4.54 +33294,0.31,Premium,D,SI2,60.1,58.0,462,4.38,4.4,2.64 +46905,0.56,Premium,D,SI1,60.8,60.0,1814,5.31,5.29,3.22 +18238,1.53,Very Good,I,SI2,61.6,56.0,7406,7.39,7.45,4.57 +27806,0.3,Very Good,D,VS2,62.9,55.0,650,4.25,4.27,2.68 +52000,0.83,Very Good,J,VS2,60.5,55.0,2444,6.08,6.11,3.69 +7607,1.0,Good,E,SI2,61.5,61.0,4258,6.35,6.43,3.93 +53184,0.76,Premium,F,SI1,60.9,59.0,2631,5.89,5.83,3.57 +14640,1.16,Ideal,D,SI1,62.0,56.0,5911,6.76,6.73,4.18 +15237,1.04,Premium,D,SI1,59.9,56.0,6115,6.65,6.6,3.97 +29561,0.33,Premium,F,SI1,59.9,61.0,705,4.47,4.44,2.67 +53475,0.76,Good,E,SI2,58.8,59.0,2680,5.95,5.99,3.51 +23906,2.03,Premium,F,SI2,60.9,59.0,12021,8.15,8.11,4.95 +44859,0.51,Premium,F,VS1,60.7,59.0,1627,5.11,5.13,3.11 +41021,0.25,Premium,G,SI2,58.8,60.0,1186,5.33,5.28,3.12 +937,1.01,Premium,I,SI1,62.7,60.0,2885,6.36,6.27,3.96 +42574,0.5,Fair,G,VS1,60.3,66.0,1327,5.13,5.09,3.08 +37032,0.42,Premium,F,SI1,60.6,58.0,966,4.89,4.81,2.94 +12329,1.21,Ideal,G,SI2,62.1,57.0,5226,6.8,6.85,4.24 +49794,0.51,Ideal,F,VVS1,61.7,57.0,2163,5.12,5.15,3.17 +49795,0.53,Ideal,E,VS2,61.8,55.0,2163,5.21,5.24,3.23 +42139,0.5,Good,I,VVS2,64.8,56.0,1280,4.92,4.99,3.21 +1446,0.83,Ideal,H,VS2,61.3,54.0,2975,6.1,6.06,3.73 +11750,1.07,Ideal,F,SI2,62.0,56.0,5077,6.51,6.55,4.09 +46931,0.52,Ideal,G,VS1,62.7,56.0,1815,5.16,5.14,3.23 +21502,1.53,Premium,F,SI2,62.7,60.0,9596,7.34,7.28,4.58 +11637,0.92,Ideal,D,SI2,61.9,55.0,5051,6.24,6.27,3.87 +18355,1.52,Very Good,J,VS2,62.6,58.0,7467,7.28,7.31,4.57 +12028,1.27,Ideal,I,SI2,62.1,56.0,5154,6.92,6.96,4.31 +16826,1.21,Premium,H,VS2,61.5,58.0,6710,6.82,6.78,4.18 +33,0.23,Very Good,E,VS1,60.7,59.0,402,3.97,4.01,2.42 +7156,0.83,Ideal,G,VS1,62.1,57.0,4181,5.99,6.03,3.73 +21135,1.0,Ideal,G,VVS2,61.1,58.0,9294,6.43,6.47,3.94 +34877,0.3,Very Good,G,VVS2,63.1,56.0,878,4.23,4.2,2.66 +24168,2.0,Very Good,J,SI2,62.6,57.0,12342,7.95,7.99,4.99 +5945,0.93,Good,I,VS2,58.2,60.0,3946,6.41,6.48,3.75 +16919,1.01,Very Good,E,VS2,61.6,58.0,6754,6.43,6.49,3.98 +6775,0.93,Very Good,G,SI1,61.5,57.0,4111,6.23,6.33,3.86 +46870,0.53,Ideal,E,VS2,60.0,57.0,1813,5.3,5.24,3.16 +1926,0.8,Premium,F,SI1,60.1,58.0,3082,6.07,6.05,3.64 +23156,2.03,Ideal,I,SI2,61.1,56.0,11172,8.22,8.17,5.01 +21691,0.34,Premium,I,VVS1,62.4,59.0,626,4.4,4.44,2.76 +29574,0.41,Good,F,SI1,63.7,58.0,705,4.71,4.74,3.01 +10213,1.05,Premium,E,SI2,60.4,58.0,4742,6.59,6.55,3.97 +40937,0.32,Ideal,J,SI1,62.3,57.0,499,4.44,4.33,2.73 +36924,0.41,Ideal,G,VS1,61.7,57.0,961,4.81,4.78,2.96 +19510,1.21,Premium,F,VS2,61.3,58.0,8139,6.89,6.84,4.21 +6966,1.01,Good,E,SI2,63.3,58.0,4149,6.29,6.35,4.0 +8398,0.37,Premium,I,VS1,61.4,59.0,584,4.55,4.61,2.81 +4082,0.78,Ideal,F,VS2,60.4,58.0,3531,6.0,5.95,3.61 +33069,0.32,Ideal,H,IF,62.6,54.0,814,4.38,4.4,2.75 +2666,0.95,Premium,I,SI2,62.5,58.0,3237,6.3,6.24,3.92 +12249,1.01,Very Good,H,VS2,61.6,60.0,5204,6.46,6.39,3.96 +39642,0.41,Ideal,E,VVS2,62.3,58.0,1085,4.73,4.78,2.96 +41697,0.54,Very Good,G,SI1,62.2,57.0,1241,5.17,5.22,3.23 +12988,1.0,Ideal,E,SI1,62.3,55.0,5396,6.41,6.34,3.97 +36632,0.53,Ideal,I,SI2,61.8,54.0,947,5.22,5.24,3.23 +31268,0.32,Ideal,I,VS2,62.5,55.0,449,4.37,4.4,2.74 +27334,2.0,Ideal,I,VS1,62.0,57.0,17889,8.04,7.99,4.97 +7209,0.9,Ideal,E,SI2,62.2,55.0,4191,6.19,6.22,3.86 +36753,0.33,Ideal,F,VVS1,62.4,55.0,955,4.4,4.42,2.75 +23247,1.51,Ideal,G,SI1,62.9,57.0,11255,7.3,7.27,4.58 +51699,0.78,Ideal,I,VS2,60.9,57.0,2400,5.92,5.97,3.62 +8732,1.18,Premium,I,SI2,61.2,59.0,4460,6.85,6.78,4.17 +9295,1.45,Fair,J,SI2,58.6,68.0,4570,7.45,7.33,4.34 +12246,1.01,Premium,F,SI1,61.7,58.0,5202,6.44,6.39,3.96 +18617,1.06,Ideal,G,VS1,60.7,56.0,7594,6.6,6.64,4.02 +10329,1.15,Very Good,J,VS2,62.9,57.0,4766,6.73,6.63,4.2 +31202,0.32,Premium,D,SI1,58.3,58.0,756,4.54,4.49,2.63 +25098,1.25,Ideal,F,VVS2,61.8,57.0,13623,6.9,6.95,4.28 +15766,1.2,Ideal,I,VS2,61.1,58.0,6303,6.83,6.86,4.18 +51425,0.71,Fair,D,SI1,66.3,56.0,2372,5.61,5.49,3.68 +26430,1.52,Premium,G,VVS1,60.4,59.0,15959,7.38,7.48,4.49 +31039,0.34,Ideal,D,VS1,60.7,57.0,749,4.51,4.55,2.75 +8349,1.02,Ideal,E,SI2,62.4,55.0,4398,6.44,6.47,4.03 +35489,0.46,Very Good,F,SI1,60.1,57.0,904,5.01,5.04,3.02 +35392,0.41,Premium,G,VS1,60.5,58.0,899,4.76,4.8,2.89 +31377,0.31,Very Good,G,VVS1,62.8,57.0,761,4.3,4.33,2.71 +22364,0.31,Ideal,H,VS2,62.4,55.0,628,4.36,4.33,2.71 +4815,0.71,Ideal,F,VS1,61.0,56.0,3701,5.77,5.8,3.53 +51026,0.71,Ideal,H,SI1,60.7,59.0,2328,5.75,5.81,3.51 +20219,1.27,Ideal,H,VS1,61.4,56.0,8652,6.95,6.97,4.27 +7666,1.01,Very Good,E,SI2,63.3,57.0,4270,6.39,6.31,4.02 +52734,0.77,Ideal,I,VS2,61.2,59.0,2558,5.91,5.95,3.63 +42161,0.38,Very Good,F,IF,60.2,58.0,1284,4.73,4.7,2.84 +53193,0.7,Good,G,VS2,63.1,55.0,2633,5.61,5.64,3.55 +35988,0.42,Very Good,H,VVS2,62.4,55.0,921,4.78,4.81,2.99 +40771,0.41,Good,E,VS1,63.9,53.0,1166,4.75,4.7,3.02 +11088,1.2,Ideal,J,VS2,62.3,57.0,4927,6.82,6.75,4.23 +45247,0.61,Ideal,G,SI1,61.7,55.0,1659,5.46,5.49,3.38 +30482,0.31,Premium,D,SI1,60.9,60.0,732,4.39,4.38,2.67 +19660,1.04,Ideal,G,VVS1,62.5,55.0,8268,6.54,6.45,4.06 +5648,1.12,Good,J,SI1,63.7,61.0,3880,6.5,6.54,4.15 +11688,1.03,Ideal,H,SI1,62.0,57.0,5063,6.53,6.47,4.03 +12341,1.01,Premium,E,SI1,60.5,62.0,5226,6.5,6.46,3.92 +352,0.72,Ideal,D,SI1,61.5,54.0,2804,5.77,5.8,3.56 +21929,1.7,Ideal,J,VS2,60.5,58.0,10002,7.73,7.74,4.68 +9082,1.03,Ideal,E,SI2,62.5,56.0,4522,6.48,6.45,4.04 +24119,1.05,Ideal,F,VVS1,61.4,57.0,12273,6.51,6.53,4.0 +45851,0.55,Ideal,G,VS2,61.8,55.0,1715,5.25,5.3,3.26 +32343,0.3,Ideal,H,IF,61.8,55.0,789,4.3,4.31,2.66 +25878,2.43,Fair,G,SI2,64.5,57.0,14975,8.41,8.36,5.41 +51791,0.7,Very Good,I,VVS2,63.4,59.0,2415,5.6,5.57,3.54 +17929,1.01,Premium,E,VS2,58.0,61.0,7240,6.53,6.5,3.94 +3085,0.81,Very Good,H,VS1,62.2,57.0,3314,5.91,5.94,3.69 +22538,1.1,Premium,E,VVS2,60.1,58.0,10577,6.76,6.69,4.04 +36152,0.33,Ideal,E,VS2,62.1,57.0,928,4.44,4.41,2.75 +7586,1.13,Premium,H,SI1,62.6,60.0,4256,6.68,6.62,4.16 +28394,0.33,Ideal,H,VS2,62.2,57.0,668,4.46,4.42,2.76 +37711,0.47,Premium,G,SI1,62.7,58.0,995,4.99,4.97,3.12 +24851,2.01,Ideal,J,SI2,60.8,57.0,13253,8.15,8.13,4.95 +25103,1.21,Very Good,D,VVS2,62.4,56.0,13630,6.76,6.83,4.24 +4551,0.91,Ideal,F,SI2,62.7,57.0,3642,6.16,6.21,3.88 +5143,1.22,Fair,G,SI2,64.7,61.0,3763,6.75,6.68,4.34 +29838,0.3,Premium,D,VS2,62.2,60.0,710,4.28,4.3,2.67 +12513,1.01,Very Good,H,VS2,63.2,58.0,5260,6.34,6.26,3.98 +47917,0.56,Ideal,F,VS1,61.7,56.0,1915,5.3,5.33,3.28 +6822,0.9,Good,F,SI1,62.5,59.0,4119,6.1,6.13,3.82 +44535,0.5,Very Good,G,VS1,61.9,59.0,1603,5.06,5.08,3.14 +18812,1.24,Ideal,H,VS2,60.1,59.0,7701,6.99,7.03,4.21 +14570,1.01,Premium,E,VS2,59.3,59.0,5882,6.59,6.54,3.89 +15459,1.0,Very Good,D,VS2,61.2,61.0,6190,6.35,6.39,3.9 +13421,1.2,Premium,I,SI1,61.1,58.0,5510,6.88,6.8,4.18 +12934,1.01,Very Good,F,SI1,61.9,58.0,5383,6.41,6.44,3.98 +38294,0.28,Ideal,D,VS2,61.2,57.0,487,4.2,4.23,2.58 +8822,1.23,Very Good,G,SI2,61.0,63.0,4477,6.91,6.85,4.2 +6059,0.32,Ideal,I,VS2,62.9,57.0,576,4.4,4.37,2.76 +11732,1.0,Good,G,VS2,62.7,58.0,5068,6.24,6.33,3.94 +48482,0.58,Ideal,F,VS1,59.9,59.0,1979,5.42,5.47,3.26 +2881,0.7,Ideal,D,VS1,61.1,57.0,3278,5.73,5.75,3.51 +52618,0.71,Premium,D,SI1,59.2,62.0,2547,5.83,5.8,3.44 +26238,1.04,Premium,D,IF,60.6,56.0,15671,6.6,6.54,3.98 +43581,0.41,Ideal,E,VVS1,61.3,57.0,1431,4.79,4.77,2.93 +28275,0.24,Very Good,E,VS2,60.8,56.0,362,4.02,4.04,2.45 +47327,0.23,Very Good,D,VVS2,61.9,58.0,530,3.91,3.94,2.43 +3013,0.82,Ideal,E,VS1,60.0,55.0,3306,6.18,6.08,3.68 +11029,1.07,Ideal,H,SI1,62.0,57.0,4918,6.56,6.51,4.05 +43720,0.51,Very Good,G,VS2,62.5,59.0,1438,5.05,5.1,3.17 +22802,1.51,Premium,I,VVS1,61.0,61.0,10824,7.47,7.34,4.52 +15869,1.21,Ideal,H,SI2,62.1,58.0,6347,6.78,6.84,4.23 +34922,0.23,Very Good,D,VS1,59.0,61.0,373,4.04,4.06,2.39 +27506,2.09,Very Good,I,VS1,62.9,57.0,18215,8.09,8.13,5.1 +49896,0.7,Ideal,G,SI2,62.7,57.0,2177,5.62,5.6,3.52 +45556,0.51,Ideal,F,VS2,63.2,57.0,1687,5.08,5.05,3.2 +40204,0.51,Very Good,G,SI1,63.4,56.0,1122,5.03,5.1,3.21 +16595,1.39,Very Good,G,SI2,61.5,62.0,6628,7.09,7.16,4.38 +16674,1.23,Very Good,G,SI1,63.1,56.0,6665,6.81,6.78,4.29 +30096,0.32,Premium,H,VS1,61.7,58.0,720,4.44,4.38,2.72 +39610,0.35,Ideal,E,SI2,61.7,56.0,491,4.53,4.55,2.8 +12428,1.03,Very Good,F,SI1,58.0,60.0,5241,6.68,6.74,3.89 +16850,1.0,Premium,E,VS2,61.5,58.0,6720,6.42,6.39,3.94 +38687,0.39,Good,G,VVS1,61.6,61.0,1041,4.71,4.74,2.91 +27220,1.65,Ideal,G,IF,62.4,55.0,17569,7.53,7.61,4.72 +41080,0.41,Ideal,F,VVS2,61.2,56.0,1192,4.8,4.78,2.93 +839,0.8,Ideal,G,SI1,61.3,57.0,2867,5.96,5.91,3.64 +2875,1.0,Premium,J,SI1,62.0,62.0,3276,6.27,6.22,3.87 +6783,0.82,Ideal,D,SI1,61.9,56.0,4113,5.99,6.02,3.72 +25170,2.1,Premium,I,VS2,59.2,60.0,13753,8.38,8.35,4.95 +24746,1.25,Ideal,G,VVS1,61.3,57.0,13096,6.9,6.94,4.24 +22371,0.31,Premium,H,VS2,62.4,59.0,628,4.34,4.31,2.7 +10574,0.9,Ideal,D,SI1,62.6,55.0,4819,6.1,6.16,3.84 +32240,0.38,Ideal,F,VS2,62.1,53.8,789,4.66,4.67,2.9 +41929,0.4,Ideal,F,VVS1,61.3,56.0,1263,4.73,4.76,2.91 +8731,1.18,Premium,J,SI1,62.5,55.0,4460,6.82,6.74,4.24 +22294,1.29,Premium,F,VS1,60.9,58.0,10341,6.97,7.01,4.26 +13625,1.11,Very Good,J,VS1,59.9,56.0,5576,6.8,6.77,4.07 +41454,0.38,Ideal,F,IF,62.2,54.0,1229,4.68,4.71,2.92 +34236,0.4,Premium,D,SI2,61.1,58.0,855,4.76,4.73,2.9 +50647,0.31,Ideal,E,SI1,62.7,57.0,544,4.29,4.32,2.7 +11368,1.0,Ideal,G,SI1,61.9,56.0,4997,6.37,6.45,3.97 +45431,0.6,Very Good,F,SI1,60.3,59.0,1670,5.42,5.5,3.29 +32062,0.33,Premium,D,SI1,60.0,59.0,780,4.5,4.47,2.69 +8964,0.9,Very Good,G,VS2,60.2,59.0,4503,6.22,6.28,3.76 +51240,0.7,Good,G,VS2,63.8,59.0,2353,5.51,5.55,3.53 +1104,0.71,Very Good,D,SI1,61.7,56.0,2913,5.68,5.8,3.54 +51061,0.53,Premium,E,VVS2,62.4,56.0,2331,5.19,5.17,3.23 +50505,0.71,Good,I,VS2,64.3,63.0,2270,5.63,5.56,3.6 +7704,1.29,Fair,G,I1,66.0,58.0,4277,6.82,6.75,4.48 +40149,0.35,Ideal,G,IF,61.1,56.0,1116,4.59,4.54,2.79 +20969,1.51,Very Good,I,VS2,60.4,58.0,9178,7.36,7.42,4.46 +2401,0.7,Ideal,E,VS2,61.1,56.0,3176,5.73,5.76,3.51 +9201,1.01,Good,F,SI1,63.5,57.0,4549,6.29,6.33,4.01 +49413,0.7,Very Good,I,VVS2,58.6,60.0,2106,5.79,5.91,3.43 +34473,0.38,Very Good,E,VS2,60.3,58.0,866,4.67,4.72,2.83 +24481,2.13,Premium,H,SI2,62.4,56.0,12753,8.26,8.19,5.13 +10351,0.9,Premium,F,VS1,59.0,58.0,4770,6.29,6.33,3.72 +39239,0.51,Very Good,I,SI1,63.5,55.0,1068,5.07,5.11,3.23 +10047,0.31,Very Good,I,SI1,62.8,60.0,418,4.29,4.31,2.7 +18211,1.03,Ideal,G,VS1,62.4,56.0,7391,6.44,6.47,4.03 +31241,0.31,Ideal,F,VS2,61.6,55.0,757,4.36,4.38,2.69 +14423,1.2,Premium,H,SI1,62.2,59.0,5822,6.79,6.71,4.2 +19635,1.54,Ideal,I,SI2,62.0,59.0,8254,7.33,7.38,4.56 +37766,0.41,Ideal,E,VS2,62.4,54.0,999,4.79,4.76,2.98 +20448,1.51,Premium,I,SI1,62.7,61.0,8794,7.33,7.27,4.58 +49674,0.6,Premium,F,VS1,59.4,58.0,2142,5.52,5.45,3.26 +2814,1.0,Good,F,SI2,63.6,62.0,3265,6.25,6.2,3.96 +13094,1.3,Premium,G,SI2,61.8,57.0,5421,7.02,6.94,4.32 +6929,1.12,Ideal,D,I1,60.6,55.0,4139,6.73,6.76,4.09 +16035,0.3,Premium,I,VS1,61.7,59.0,608,4.3,4.26,2.64 +30327,0.36,Ideal,F,VS2,60.9,57.0,726,4.58,4.61,2.8 +22285,1.21,Ideal,D,VS1,61.0,57.0,10335,6.88,6.85,4.19 +21614,1.22,Very Good,G,VVS2,59.3,58.0,9706,6.97,6.99,4.14 +22329,1.5,Very Good,F,SI1,63.0,55.0,10372,7.27,7.31,4.59 +27649,2.03,Ideal,F,SI2,61.6,55.0,18578,8.19,8.14,5.03 +34796,0.4,Ideal,G,VS1,62.2,56.0,877,4.72,4.74,2.94 +51952,0.56,Very Good,E,VVS2,60.5,57.0,2442,5.32,5.36,3.23 +52308,0.29,Premium,E,SI1,58.4,60.0,548,4.34,4.32,2.53 +37308,0.31,Ideal,F,IF,61.8,54.0,979,4.33,4.37,2.69 +34214,0.39,Very Good,G,VS1,62.4,57.0,855,4.62,4.68,2.9 +53613,0.3,Very Good,D,SI1,62.2,58.0,552,4.28,4.31,2.67 +16146,1.0,Premium,G,VS2,60.0,59.0,6451,6.54,6.46,3.9 +25128,1.63,Premium,E,VS2,61.8,58.0,13678,7.57,7.49,4.65 +48033,0.5,Ideal,H,IF,61.0,56.0,1923,5.15,5.17,3.15 +4395,0.31,Good,D,SI1,63.5,58.0,571,4.27,4.3,2.72 +12546,1.23,Premium,I,SI2,62.5,60.0,5269,6.82,6.75,4.24 +26773,2.05,Premium,I,SI1,60.6,58.0,16611,8.22,8.13,4.95 +37242,0.5,Good,F,SI1,64.3,57.0,975,5.03,4.94,3.21 +31229,0.32,Good,D,SI1,63.6,56.0,756,4.37,4.34,2.77 +48314,0.25,Ideal,E,VS2,62.1,57.0,535,4.01,4.05,2.5 +8585,1.19,Premium,I,SI2,61.6,56.0,4438,6.87,6.83,4.22 +38553,0.55,Good,J,VS2,64.1,54.0,1034,5.18,5.21,3.33 +4133,0.72,Ideal,D,VS2,62.0,54.8,3543,5.73,5.76,3.56 +38228,0.4,Ideal,H,VVS1,62.0,54.0,1017,4.72,4.76,2.94 +22460,1.6,Premium,E,SI2,59.4,59.0,10483,7.61,7.55,4.5 +22917,1.73,Premium,I,SI1,61.2,60.0,10957,7.67,7.65,4.69 +21995,1.53,Ideal,H,SI1,59.8,59.0,10063,7.48,7.54,4.49 +18338,1.5,Fair,E,SI2,65.8,57.0,7459,7.17,7.11,4.7 +36749,0.33,Ideal,F,VVS1,61.7,57.0,955,4.44,4.47,2.75 +43075,0.6,Very Good,H,SI1,60.4,63.0,1378,5.45,5.41,3.28 +12500,1.02,Ideal,H,SI1,61.2,56.0,5257,6.49,6.51,3.98 +1225,1.24,Very Good,J,I1,61.9,55.0,2940,6.85,6.92,4.26 +7462,0.9,Premium,H,VS1,62.9,58.0,4234,6.12,6.06,3.83 +47957,0.68,Very Good,E,SI1,58.2,60.0,1918,5.75,5.79,3.36 +12681,1.09,Ideal,F,SI2,62.0,56.0,5306,6.62,6.58,4.09 +21656,1.22,Premium,D,VS2,59.4,59.0,9756,6.99,6.92,4.13 +16479,1.08,Ideal,G,VS2,61.3,56.0,6586,6.59,6.62,4.05 +49312,0.34,Ideal,G,SI1,61.9,55.0,540,4.5,4.52,2.79 +29679,0.39,Ideal,H,VS2,62.3,55.0,707,4.67,4.7,2.92 +40381,0.3,Ideal,F,IF,60.7,56.0,1131,4.35,4.38,2.65 +48715,0.52,Ideal,D,VS1,61.0,56.0,2010,5.2,5.23,3.18 +25919,2.08,Premium,I,SI1,60.3,59.0,15065,8.26,8.22,4.97 +39275,0.32,Ideal,E,I1,60.7,57.0,490,4.45,4.41,2.69 +37295,0.52,Good,I,SI1,63.3,55.0,978,5.1,5.13,3.24 +14769,1.01,Very Good,G,VS2,61.4,59.0,5944,6.42,6.48,3.96 +1563,0.92,Premium,D,SI2,60.2,61.0,3004,6.32,6.27,3.79 +9899,1.2,Premium,J,SI2,58.7,59.0,4685,6.99,6.94,4.09 +3976,0.9,Very Good,E,SI1,62.9,57.0,3510,6.11,6.17,3.86 +47041,0.55,Premium,D,SI1,61.2,58.0,1819,5.29,5.24,3.22 +5602,1.01,Good,G,SI1,62.2,65.0,3871,6.34,6.3,3.93 +46392,0.37,Ideal,D,VVS1,61.3,56.0,1764,4.6,4.63,2.83 +32642,0.31,Ideal,H,VVS2,62.5,55.0,802,4.37,4.34,2.72 +10812,0.72,Ideal,E,VVS1,61.4,57.0,4864,5.74,5.79,3.54 +53140,0.56,Ideal,E,VVS2,62.1,57.0,2622,5.26,5.3,3.28 +1107,0.91,Premium,I,SI2,62.0,59.0,2913,6.18,6.23,3.85 +8185,0.94,Ideal,E,SI2,60.9,57.0,4366,6.34,6.36,3.87 +42341,0.43,Ideal,H,VVS1,61.5,56.0,1298,4.86,4.89,3.0 +46475,0.51,Ideal,H,VVS1,61.4,55.0,1776,5.13,5.16,3.16 +34409,0.3,Ideal,G,IF,62.1,55.0,863,4.32,4.35,2.69 +41255,0.3,Ideal,F,SI1,62.3,54.0,500,4.27,4.3,2.67 +17620,1.16,Fair,F,VS1,57.8,67.0,7094,6.97,6.84,3.99 +7001,1.0,Premium,F,SI2,62.8,57.0,4155,6.44,6.37,4.02 +17759,1.13,Premium,G,VS2,61.9,58.0,7151,6.7,6.67,4.14 +50476,0.71,Very Good,F,SI2,63.4,57.0,2266,5.7,5.63,3.59 +49435,1.01,Very Good,G,I1,63.1,60.0,2108,6.42,6.25,3.99 +17203,1.2,Very Good,F,SI1,63.5,57.0,6872,6.65,6.74,4.25 +6540,1.12,Premium,D,SI2,61.2,59.0,4071,6.7,6.66,4.09 +40262,0.33,Premium,D,SI2,62.1,58.0,492,4.4,4.43,2.74 +1652,0.7,Premium,F,VVS2,62.2,56.0,3018,5.72,5.63,3.53 +5459,0.76,Very Good,E,VVS2,60.6,59.0,3833,5.85,5.94,3.57 +13701,1.13,Premium,G,SI1,60.9,58.0,5600,6.75,6.72,4.1 +52626,0.33,Ideal,H,VS2,60.7,55.0,551,4.48,4.51,2.73 +29135,0.33,Very Good,H,VVS1,62.5,55.0,692,4.43,4.47,2.78 +39319,0.46,Fair,E,VS2,66.8,61.0,1070,4.84,4.71,3.2 +47749,0.54,Ideal,D,VS2,61.3,56.0,1892,5.22,5.26,3.21 +11290,1.01,Good,D,SI1,62.9,57.0,4977,6.34,6.37,4.0 +3186,0.73,Ideal,F,VVS1,61.9,56.0,3342,5.83,5.76,3.59 +16773,1.23,Ideal,H,SI1,61.5,57.0,6681,6.92,6.89,4.25 +29105,0.34,Ideal,H,VS2,61.4,57.0,689,4.55,4.48,2.77 +42551,0.52,Very Good,F,SI1,61.0,59.0,1326,5.18,5.21,3.17 +11531,1.0,Fair,E,SI1,57.6,57.0,5027,6.56,6.52,3.77 +27716,0.36,Premium,E,SI2,60.6,59.0,648,4.61,4.57,2.78 +21950,1.04,Ideal,E,VVS2,62.9,55.0,10019,6.47,6.51,4.08 +23426,1.05,Very Good,F,IF,59.7,55.0,11417,6.66,6.73,4.0 +40941,0.31,Ideal,G,VS2,60.8,56.0,500,4.4,4.42,2.68 +43254,0.42,Ideal,E,VVS1,62.1,55.0,1400,4.78,4.81,2.98 +50374,0.53,Ideal,G,VVS2,61.4,57.0,2250,5.17,5.2,3.18 +29157,0.38,Ideal,F,SI1,62.5,53.7,693,4.64,4.66,2.91 +11077,0.91,Ideal,G,SI1,60.8,58.0,4922,6.21,6.29,3.8 +37115,0.33,Ideal,E,VVS2,60.0,56.0,970,4.53,4.56,2.72 +18739,1.04,Ideal,G,VS1,60.7,55.0,7655,6.57,6.61,4.0 +26725,0.32,Ideal,G,VS1,61.6,56.0,645,4.38,4.42,2.71 +46716,0.7,Good,E,SI2,56.9,61.0,1793,5.85,5.9,3.34 +3645,0.9,Very Good,H,SI1,62.8,57.0,3437,6.14,6.18,3.87 +16515,1.0,Premium,E,VS2,62.7,59.0,6600,6.31,6.38,3.98 +24582,2.08,Premium,G,SI2,62.2,60.0,12883,8.16,8.09,5.06 +747,0.33,Ideal,J,VS1,62.1,55.0,557,4.44,4.41,2.75 +14117,1.0,Premium,D,SI1,62.2,58.0,5723,6.45,6.34,3.98 +6488,0.96,Premium,G,SI2,61.1,59.0,4059,6.32,6.28,3.85 +31476,0.34,Ideal,H,VS1,62.5,57.0,765,4.46,4.43,2.78 +48344,0.56,Ideal,H,VVS1,62.1,53.8,1961,5.27,5.33,3.29 +6370,0.32,Premium,H,SI1,61.9,58.0,576,4.38,4.34,2.7 +27392,1.54,Ideal,F,VS1,60.5,56.0,17949,7.52,7.49,4.54 +21085,1.63,Premium,I,SI1,62.0,54.0,9256,7.67,7.6,4.73 +28300,0.3,Good,H,SI1,63.7,57.0,432,4.26,4.28,2.72 +48186,0.72,Premium,J,VS2,60.2,59.0,1944,5.85,5.81,3.51 +18506,1.02,Very Good,F,VS1,62.8,58.0,7539,6.4,6.44,4.03 +6344,1.2,Premium,H,SI2,59.8,58.0,4032,6.92,6.83,4.11 +31006,0.39,Ideal,G,SI1,61.3,54.0,748,4.73,4.77,2.91 +5088,1.0,Premium,E,SI2,61.0,59.0,3752,6.4,6.33,3.89 +23304,1.81,Good,G,SI2,58.9,55.0,11336,7.99,8.04,4.72 +32054,0.35,Ideal,D,SI1,61.1,56.0,780,4.55,4.59,2.79 +49778,0.7,Very Good,F,SI1,59.8,59.0,2161,5.78,5.82,3.47 +49554,0.77,Premium,G,SI2,61.3,58.0,2129,5.94,5.88,3.62 +23381,0.36,Premium,H,VS1,60.5,59.0,631,4.6,4.63,2.79 +52285,0.71,Good,E,SI1,63.2,57.0,2494,5.67,5.72,3.6 +3075,0.96,Good,J,VS2,63.9,58.0,3312,6.27,6.21,3.99 +23153,1.52,Ideal,I,VVS1,61.9,56.0,11168,7.37,7.34,4.55 +8443,1.05,Ideal,H,SI2,61.2,57.0,4410,6.59,6.54,4.02 +21010,1.64,Premium,H,SI2,61.9,58.0,9224,7.58,7.54,4.68 +20578,1.0,Premium,E,VVS2,62.7,60.0,8888,6.32,6.34,3.97 +36082,0.33,Ideal,G,IF,61.0,56.0,925,4.48,4.51,2.74 +32165,0.28,Ideal,F,IF,61.4,57.0,787,4.22,4.25,2.6 +46283,0.5,Very Good,E,VS1,62.6,57.0,1755,5.02,5.08,3.16 +26095,2.01,Very Good,I,VS1,61.5,62.0,15335,7.94,8.07,4.92 +34548,0.36,Premium,F,VS2,58.5,58.0,869,4.69,4.65,2.73 +26557,1.6,Ideal,F,VS2,60.2,55.5,16240,7.6,7.66,4.59 +30773,0.38,Ideal,H,VS2,62.2,57.0,741,4.61,4.66,2.89 +29912,0.34,Ideal,F,VVS2,61.8,56.0,712,4.47,4.49,2.77 +3949,0.9,Very Good,I,SI2,61.5,57.0,3503,6.16,6.19,3.8 +10333,1.01,Good,E,SI1,64.3,59.0,4766,6.31,6.34,4.07 +44820,0.5,Ideal,E,VS2,61.6,55.0,1624,5.09,5.14,3.15 +400,0.3,Very Good,H,SI1,63.3,56.0,554,4.29,4.27,2.71 +26812,2.01,Premium,I,VS2,61.7,60.0,16700,8.09,8.02,4.97 +42311,0.41,Ideal,F,VVS1,62.3,57.0,1295,4.73,4.77,2.96 +5022,0.91,Very Good,F,SI2,63.3,54.0,3746,6.22,6.14,3.91 +13194,1.16,Premium,H,SI1,61.2,58.0,5454,6.76,6.81,4.15 +37585,0.32,Premium,F,VVS1,61.3,58.0,990,4.4,4.37,2.69 +36200,0.42,Ideal,E,SI1,61.8,56.0,931,4.8,4.84,2.98 +37020,0.33,Ideal,G,VVS2,62.7,55.0,965,4.46,4.41,2.78 +39425,0.41,Premium,F,VS1,61.1,58.0,1076,4.78,4.74,2.91 +297,0.7,Fair,G,VVS1,58.8,66.0,2797,5.81,5.9,3.44 +38277,0.21,Premium,D,VS2,61.6,59.0,386,3.82,3.78,2.34 +4929,0.97,Ideal,H,SI2,60.7,55.0,3729,6.47,6.41,3.91 +47520,0.38,Ideal,D,VVS1,60.3,56.0,1867,4.72,4.74,2.85 +18710,0.27,Very Good,E,VVS2,61.7,58.0,620,4.12,4.15,2.55 +35822,0.31,Ideal,F,IF,62.0,55.0,914,4.36,4.38,2.71 +43380,0.5,Very Good,H,VS1,63.0,56.0,1410,5.02,5.05,3.17 +25135,2.01,Very Good,I,SI1,61.8,62.0,13691,7.98,8.07,4.96 +39148,0.32,Ideal,F,VVS1,61.1,56.0,1061,4.45,4.42,2.71 +49339,0.79,Very Good,I,SI1,63.3,57.0,2095,5.86,5.83,3.7 +34538,0.33,Ideal,H,IF,62.1,55.0,868,4.41,4.44,2.75 +6450,0.91,Very Good,F,SI1,62.3,60.0,4049,6.08,6.15,3.81 +3187,0.71,Ideal,E,VS2,61.1,56.0,3342,5.77,5.79,3.53 +310,0.83,Ideal,G,SI1,61.8,57.0,2800,6.03,6.07,3.74 +25313,2.07,Premium,H,SI1,62.7,58.0,13993,8.14,8.09,5.09 +12642,1.06,Good,I,VS1,57.5,62.0,5293,6.71,6.83,3.9 +8974,1.05,Ideal,H,SI2,61.9,56.0,4504,6.49,6.56,4.04 +36154,0.33,Ideal,E,VS2,62.3,57.0,928,4.43,4.4,2.75 +37428,0.33,Ideal,E,VVS1,60.9,56.0,984,4.46,4.48,2.72 +24140,1.54,Premium,G,VS2,61.6,59.0,12308,7.46,7.4,4.58 +49700,0.7,Very Good,I,SI1,63.0,56.0,2147,5.61,5.66,3.55 +12469,1.2,Premium,G,SI2,59.9,59.0,5250,6.92,6.98,4.16 +6159,0.91,Ideal,G,SI1,62.6,56.0,3991,6.27,6.3,3.81 +18340,1.29,Ideal,G,SI1,60.9,59.0,7463,6.99,7.04,4.27 +28468,0.45,Ideal,J,VS2,61.4,55.0,672,4.94,4.97,3.04 +29372,0.31,Very Good,G,VS2,63.5,58.0,698,4.29,4.22,2.7 +3048,0.27,Very Good,G,VVS1,61.0,56.0,566,4.21,4.25,2.57 +39528,0.4,Very Good,I,VVS1,63.5,57.0,1080,4.68,4.65,2.96 +34795,0.4,Premium,H,VVS2,60.6,60.0,877,4.75,4.79,2.89 +48974,0.34,Ideal,I,VS1,62.6,56.0,537,4.44,4.47,2.79 +51051,0.61,Ideal,G,VVS2,62.4,53.8,2331,5.42,5.45,3.39 +21111,1.36,Ideal,H,VS2,59.9,57.0,9279,7.2,7.22,4.32 +37099,0.41,Ideal,E,SI1,62.7,57.0,969,4.77,4.74,2.98 +3433,0.9,Premium,G,SI2,62.8,61.0,3385,6.14,6.09,3.84 +8627,0.93,Premium,D,SI1,60.8,59.0,4448,6.27,6.24,3.8 +11342,1.01,Good,F,SI1,60.5,64.0,4989,6.48,6.45,3.91 +36322,0.32,Ideal,G,VVS2,60.6,57.0,936,4.43,4.41,2.68 +3158,0.78,Very Good,E,VS2,61.7,58.0,3334,5.9,5.93,3.65 +29376,0.31,Very Good,E,SI1,63.3,55.0,698,4.36,4.33,2.75 +2236,0.71,Ideal,H,IF,61.2,56.0,3146,5.74,5.79,3.53 +22555,1.53,Very Good,I,VS1,62.8,55.0,10602,7.35,7.4,4.63 +39448,0.53,Ideal,H,SI1,62.6,56.0,1077,5.28,5.1,3.25 +33839,0.38,Ideal,F,SI1,60.9,55.0,844,4.7,4.72,2.87 +23800,1.61,Ideal,G,SI1,62.4,55.0,11859,7.51,7.48,4.68 +34421,0.3,Ideal,G,IF,61.8,55.0,863,4.32,4.36,2.68 +14866,1.01,Very Good,F,VS2,61.4,54.0,5988,6.4,6.47,3.95 +22862,1.54,Premium,H,VS2,61.8,59.0,10897,7.4,7.35,4.56 +44772,0.42,Ideal,D,VVS1,61.6,56.0,1621,4.82,4.79,2.96 +4204,0.78,Very Good,E,VS1,61.0,55.0,3564,5.94,5.96,3.63 +2362,0.7,Premium,E,VS1,62.9,61.0,3175,5.65,5.57,3.53 +47954,0.96,Fair,F,I1,62.9,66.0,1917,6.29,6.07,3.91 +45960,0.56,Premium,D,SI1,61.4,58.0,1723,5.29,5.33,3.26 +12405,1.2,Very Good,J,VS2,58.7,60.0,5234,6.93,6.96,4.08 +5551,1.02,Ideal,I,SI2,60.7,57.0,3856,6.57,6.54,3.98 +4212,0.73,Very Good,G,VVS1,60.2,61.0,3567,5.83,5.89,3.53 +43303,0.61,Premium,F,SI2,60.9,58.0,1401,5.52,5.44,3.34 +21002,1.3,Premium,G,VS2,60.9,60.0,9216,7.04,6.99,4.27 +49311,0.4,Ideal,H,SI2,62.2,55.0,540,4.75,4.77,2.96 +24708,0.38,Ideal,G,SI1,60.2,57.0,639,4.72,4.77,2.85 +498,0.7,Premium,D,SI1,60.2,60.0,2822,5.82,5.75,3.48 +25740,1.11,Ideal,D,VVS1,61.6,55.0,14667,6.7,6.68,4.12 +1901,0.83,Premium,D,SI2,62.7,56.0,3078,6.01,5.98,3.76 +25766,1.66,Ideal,H,IF,61.5,57.0,14724,7.59,7.62,4.68 +22140,1.21,Ideal,F,VS2,61.5,54.0,10177,6.88,6.89,4.24 +7849,0.9,Ideal,D,SI1,60.7,57.0,4304,6.23,6.16,3.76 +43615,0.34,Premium,D,SI2,60.6,60.0,507,4.48,4.53,2.73 +18531,1.0,Fair,E,VVS2,56.8,58.0,7553,6.59,6.64,3.76 +9051,0.34,Premium,I,SI1,61.7,56.0,589,4.54,4.51,2.79 +21184,1.76,Very Good,H,SI1,63.0,63.0,9336,7.65,7.63,4.81 +27216,1.59,Premium,E,VS1,61.2,58.0,17552,7.58,7.49,4.61 +46274,0.43,Ideal,D,VVS1,61.9,54.0,1754,4.83,4.87,3.0 +14365,1.02,Good,G,VS2,63.6,57.0,5816,6.38,6.41,4.07 +2167,0.82,Ideal,E,SI2,62.6,55.0,3131,5.94,5.98,3.73 +42453,0.5,Ideal,E,SI1,62.2,57.0,1316,5.05,5.11,3.16 +49723,0.7,Fair,G,SI1,63.1,57.0,2150,5.64,5.58,3.54 +47296,0.3,Good,F,SI2,63.4,56.0,394,4.26,4.29,2.71 +46648,0.3,Very Good,E,SI1,61.9,58.0,526,4.27,4.33,2.66 +26804,2.39,Premium,H,SI1,60.6,58.0,16687,8.65,8.58,5.22 +44343,0.5,Very Good,G,VS1,63.2,59.0,1580,5.03,5.07,3.19 +3883,0.9,Good,H,SI1,63.1,63.0,3484,6.04,6.1,3.83 +39818,0.5,Very Good,E,SI2,63.2,61.0,1097,5.05,5.02,3.18 +52899,0.71,Very Good,I,VVS2,60.6,56.0,2586,5.82,5.77,3.51 +49833,0.6,Fair,G,VVS2,57.9,67.0,2167,5.66,5.47,3.23 +6936,1.12,Ideal,F,SI2,61.8,55.0,4140,6.69,6.66,4.13 +44916,0.53,Ideal,F,VS2,61.1,56.0,1631,5.22,5.26,3.2 +38441,0.38,Ideal,E,VVS2,62.4,56.0,1027,4.63,4.69,2.91 +17729,0.3,Very Good,D,SI1,58.8,63.0,614,4.35,4.32,2.55 +2810,0.88,Ideal,I,SI1,62.4,55.0,3264,6.12,6.16,3.83 +6489,1.03,Very Good,G,SI2,63.1,58.0,4060,6.41,6.37,4.03 +43772,0.58,Premium,H,VS2,59.7,59.0,1439,5.42,5.33,3.21 +12448,1.12,Very Good,D,SI2,59.3,59.0,5243,6.76,6.8,4.02 +51379,0.7,Good,D,SI2,63.7,58.0,2367,5.6,5.64,3.58 +16430,1.05,Ideal,G,VS2,61.9,57.0,6562,6.47,6.51,4.03 +95,0.78,Very Good,G,SI2,63.8,56.0,2759,5.81,5.85,3.72 +28124,0.36,Premium,D,SI1,59.6,58.0,663,4.61,4.65,2.76 +32930,0.42,Premium,D,SI1,61.1,60.0,810,4.79,4.83,2.94 +25047,0.3,Ideal,F,SI1,62.9,57.0,641,4.27,4.25,2.68 +19304,1.42,Good,E,SI2,60.1,61.0,8019,7.32,7.42,4.43 +21281,2.03,Premium,J,SI2,60.4,59.0,9435,8.15,8.12,4.91 +16873,1.02,Ideal,E,VS2,62.7,56.0,6732,6.38,6.44,4.02 +30,0.23,Very Good,F,VS1,60.9,57.0,357,3.96,3.99,2.42 +53088,0.71,Ideal,E,SI1,62.8,53.0,2612,5.67,5.7,3.57 +36429,0.31,Ideal,D,VS2,61.6,55.0,942,4.37,4.36,2.69 +7052,0.33,Ideal,I,VVS2,62.4,56.0,579,4.41,4.43,2.76 +10006,1.01,Premium,E,VS2,60.8,58.0,4706,6.43,6.4,3.9 +15518,1.0,Premium,G,VS2,61.6,54.0,6216,6.49,6.46,3.99 +22816,1.28,Ideal,G,VVS2,61.2,54.0,10839,7.03,7.06,4.31 +37457,0.35,Ideal,E,VS2,62.0,57.0,984,4.55,4.51,2.81 +24428,2.02,Premium,H,SI2,61.7,61.0,12680,8.14,8.08,5.01 +30085,0.32,Ideal,H,VS1,60.2,56.0,720,4.49,4.44,2.69 +52104,0.7,Good,E,SI1,61.7,59.0,2459,5.62,5.66,3.48 +12495,1.2,Very Good,J,VS1,63.6,59.0,5257,6.67,6.72,4.26 +39703,0.4,Ideal,H,VVS1,62.0,54.0,1088,4.76,4.72,2.94 +31410,0.3,Ideal,G,VVS1,62.7,54.0,764,4.3,4.34,2.71 +14670,1.0,Good,G,VS1,63.9,55.0,5920,6.28,6.34,4.03 +53333,0.72,Very Good,E,SI2,59.7,59.0,2655,5.77,5.82,3.46 +20786,1.15,Premium,G,VVS1,60.8,58.0,9025,6.77,6.74,4.11 +50872,0.81,Premium,I,SI1,61.8,58.0,2313,5.97,5.91,3.68 +11487,1.2,Very Good,J,VS1,59.1,61.0,5016,6.94,7.0,4.12 +50132,0.63,Very Good,D,SI1,63.1,58.0,2211,5.49,5.44,3.45 +12485,1.07,Very Good,H,VS2,61.5,57.0,5254,6.57,6.63,4.06 +36612,0.32,Premium,G,SI1,59.6,60.0,477,4.43,4.46,2.65 +47675,0.51,Ideal,D,VS2,62.1,56.0,1882,5.16,5.11,3.19 +26801,1.52,Very Good,F,VS1,63.4,60.0,16670,7.3,7.25,4.61 +39546,0.32,Premium,H,IF,61.2,58.0,1080,4.39,4.37,2.68 +49383,0.51,Very Good,G,IF,62.6,56.0,2102,5.09,5.13,3.2 +21160,1.14,Ideal,F,VVS2,62.7,55.0,9316,6.7,6.6,4.17 +37283,0.4,Ideal,I,SI2,61.0,58.0,484,4.74,4.77,2.9 +28057,0.42,Ideal,D,SI2,61.1,55.0,660,4.82,4.86,2.96 +45068,0.55,Very Good,H,VS1,61.0,56.0,1643,5.26,5.3,3.22 +49254,0.73,Ideal,F,SI2,61.7,57.0,2087,5.78,5.82,3.58 +40370,0.46,Ideal,H,SI1,61.1,55.0,1130,4.97,5.01,3.05 +29412,0.38,Premium,F,SI1,62.7,58.0,700,4.6,4.62,2.89 +5519,1.0,Good,H,SI2,63.4,61.0,3850,6.29,6.33,4.0 +21921,1.7,Premium,I,VS2,62.5,58.0,9996,7.52,7.45,4.68 +34930,0.32,Good,I,SI2,63.4,56.0,374,4.34,4.37,2.76 +49238,0.51,Very Good,G,IF,59.3,57.0,2084,5.25,5.31,3.13 +30948,0.23,Very Good,D,SI2,63.5,57.0,449,3.87,3.85,2.45 +22506,1.58,Ideal,H,SI1,61.4,56.0,10546,7.46,7.53,4.6 +22681,0.38,Ideal,J,VVS2,61.4,56.0,629,4.68,4.7,2.88 +43395,0.54,Ideal,E,SI1,61.6,57.0,1410,5.23,5.26,3.23 +17072,1.01,Ideal,E,VS2,60.5,60.0,6806,6.46,6.47,3.91 +31472,0.34,Ideal,H,VS1,62.1,57.0,765,4.51,4.48,2.79 +53169,0.71,Premium,E,SI1,61.7,61.0,2629,5.76,5.74,3.55 +29883,0.3,Ideal,D,VS2,61.9,57.0,710,4.29,4.33,2.67 +34238,0.4,Premium,D,SI2,60.4,59.0,855,4.83,4.8,2.91 +50330,0.65,Good,G,VS1,60.0,60.4,2241,5.6,5.7,3.39 +16171,1.34,Premium,G,SI2,61.7,58.0,6464,7.04,7.1,4.36 +26681,0.3,Very Good,J,VS1,59.5,60.0,427,4.39,4.45,2.63 +3226,0.76,Ideal,D,VS2,60.2,56.0,3352,5.92,5.95,3.57 +12885,1.22,Premium,I,SI1,61.2,59.0,5368,6.86,6.9,4.21 +52600,0.7,Ideal,E,SI1,62.2,57.0,2542,5.72,5.67,3.54 +51961,0.3,Ideal,G,VS2,62.6,58.0,545,4.25,4.28,2.67 +13964,1.01,Very Good,E,SI1,63.4,58.0,5684,6.32,6.37,4.02 +53208,0.61,Ideal,F,VVS2,62.2,55.0,2634,5.42,5.45,3.38 +29259,0.39,Ideal,H,SI1,61.5,56.0,698,4.69,4.71,2.89 +34252,0.46,Fair,I,VS2,66.8,55.0,855,4.82,4.77,3.2 +9169,1.27,Good,J,SI2,66.0,59.0,4542,6.71,6.75,4.44 +18899,1.13,Premium,D,VS2,61.7,58.0,7751,6.7,6.65,4.12 +39903,0.42,Ideal,D,VS2,62.1,54.0,1103,4.83,4.8,2.99 +6333,0.91,Very Good,E,SI1,61.9,61.0,4031,6.11,6.14,3.79 +14115,1.0,Very Good,G,VS2,63.1,58.0,5723,6.39,6.31,4.01 +42158,0.51,Very Good,E,SI1,61.4,58.0,1284,5.09,5.14,3.14 +21205,1.09,Ideal,E,VS2,60.7,57.0,9346,6.66,6.68,4.05 +3001,0.7,Ideal,G,VVS1,60.7,57.0,3303,5.73,5.76,3.49 +31079,0.33,Ideal,G,VVS2,61.5,56.0,752,4.45,4.49,2.75 +17357,1.01,Ideal,G,VS2,62.6,56.0,6964,6.41,6.44,4.02 +49365,0.72,Ideal,J,VS2,61.4,57.0,2099,5.76,5.8,3.55 +9302,1.0,Good,E,SI1,63.9,57.0,4573,6.31,6.34,4.04 +26219,2.04,Very Good,H,SI2,62.7,56.0,15618,8.06,8.12,5.07 +27419,2.04,Good,H,SI1,58.4,60.0,18026,8.31,8.36,4.87 +2491,0.91,Very Good,F,SI1,63.3,60.0,3195,6.1,6.06,3.85 +59,0.3,Very Good,I,SI1,63.0,57.0,405,4.28,4.32,2.71 +7631,0.96,Very Good,G,SI1,60.3,57.0,4265,6.35,6.38,3.84 +13718,0.3,Ideal,E,VS2,60.6,59.0,603,4.3,4.34,2.62 +4696,1.01,Fair,H,VS1,67.1,59.0,3676,6.16,6.09,4.11 +20116,1.51,Very Good,F,SI2,62.7,60.0,8581,7.25,7.32,4.57 +2541,0.75,Premium,E,VS2,61.8,58.0,3206,5.83,5.85,3.61 +5344,0.91,Ideal,F,SI2,62.4,57.0,3812,6.18,6.22,3.87 +11902,1.01,Premium,H,VS2,62.1,57.0,5120,6.45,6.39,3.99 +5247,1.0,Very Good,F,SI2,61.7,58.0,3789,6.32,6.36,3.91 +13012,1.23,Ideal,J,SI1,62.2,57.0,5407,6.89,6.81,4.26 +7556,1.01,Very Good,H,SI1,63.4,55.0,4249,6.32,6.27,3.99 +8826,1.12,Very Good,G,SI2,63.3,58.0,4478,6.7,6.63,4.22 +50033,0.74,Very Good,H,SI2,62.8,59.0,2198,5.72,5.77,3.61 +15918,1.39,Ideal,J,VS2,60.3,57.0,6366,7.26,7.24,4.37 +4943,0.76,Ideal,D,SI1,62.3,55.0,3732,5.81,5.84,3.63 +15781,1.0,Very Good,E,VS2,63.8,59.0,6315,6.25,6.32,4.01 +25680,1.7,Premium,F,SI1,62.4,57.0,14611,7.61,7.56,4.73 +28533,0.33,Ideal,I,IF,61.7,55.0,675,4.45,4.49,2.76 +1122,0.8,Very Good,H,VS2,61.2,53.0,2918,5.98,6.05,3.68 +53251,0.5,Ideal,F,IF,62.0,55.0,2645,5.09,5.13,3.17 +11990,1.01,Fair,F,SI1,57.9,57.0,5144,6.53,6.57,3.79 +12227,1.25,Good,I,SI2,63.3,55.8,5197,6.83,6.87,4.34 +21864,1.5,Ideal,I,SI1,61.5,57.0,9926,7.4,7.35,4.54 +10278,1.01,Ideal,D,SI2,61.2,56.0,4753,6.41,6.46,3.94 +4143,0.9,Premium,H,SI1,62.7,58.0,3545,6.14,6.2,3.87 +5625,1.03,Premium,E,SI2,61.7,61.0,3876,6.49,6.45,3.99 +48995,0.7,Fair,H,SI1,65.2,58.0,2048,5.49,5.55,3.6 +41248,0.54,Ideal,H,SI2,61.2,56.0,1208,5.27,5.24,3.21 +36737,0.32,Ideal,E,VVS1,61.9,55.0,954,4.38,4.41,2.72 +26435,1.38,Ideal,F,VVS1,62.9,56.0,15968,7.04,7.1,4.45 +4231,0.91,Very Good,D,SI2,58.3,60.0,3573,6.33,6.4,3.71 +49030,0.51,Very Good,F,VVS2,60.8,56.0,2054,5.18,5.21,3.16 +4259,0.9,Very Good,I,VS1,63.3,59.0,3580,6.1,6.06,3.85 +49863,0.62,Ideal,G,VS1,62.0,56.0,2173,5.45,5.49,3.39 +748,0.33,Ideal,I,SI1,63.0,57.0,557,4.39,4.37,2.76 +35215,0.32,Ideal,E,VVS1,61.2,55.0,892,4.4,4.45,2.71 +18088,1.22,Premium,H,VS2,60.8,59.0,7310,6.93,6.86,4.19 +28369,0.36,Very Good,H,VVS2,61.3,55.0,668,4.58,4.64,2.81 +7428,0.86,Ideal,E,SI1,60.6,56.0,4228,6.16,6.18,3.74 +42324,0.41,Ideal,D,VVS2,62.3,55.0,1295,4.76,4.77,2.97 +43547,0.53,Premium,F,SI1,62.0,59.0,1428,5.23,5.16,3.22 +13109,1.02,Ideal,H,VS2,62.0,57.0,5426,6.43,6.4,3.98 +26349,0.32,Ideal,F,VS2,61.2,56.0,645,4.41,4.44,2.71 +16145,1.28,Ideal,H,SI2,62.8,57.0,6451,6.92,6.87,4.33 +53012,0.7,Premium,D,SI2,60.6,58.0,2596,5.75,5.7,3.47 +47242,0.62,Premium,G,VS2,60.9,59.0,1841,5.52,5.48,3.35 +9223,1.05,Premium,F,SI2,62.6,59.0,4557,6.47,6.43,4.04 +36889,0.35,Ideal,G,IF,60.2,57.0,959,4.6,4.64,2.78 +23717,0.25,Very Good,F,VVS2,62.4,55.0,633,4.03,4.06,2.52 +49400,0.5,Very Good,E,VVS2,61.5,59.0,2105,5.08,5.1,3.13 +22756,2.01,Fair,H,SI2,66.7,56.0,10772,7.8,7.76,5.19 +29903,0.44,Very Good,F,SI2,61.9,59.0,711,4.85,4.9,3.02 +6558,0.99,Premium,F,SI2,60.6,61.0,4075,6.45,6.38,3.89 +12774,1.11,Ideal,I,SI1,61.9,55.0,5329,6.65,6.66,4.12 +21991,1.89,Premium,G,SI2,62.9,58.0,10055,7.87,7.81,4.93 +22373,0.31,Ideal,H,VS2,62.6,57.0,628,4.35,4.31,2.71 +15864,1.01,Ideal,E,SI1,60.8,56.0,6346,6.53,6.47,3.95 +40171,0.38,Premium,F,VS1,60.2,58.0,1117,4.73,4.71,2.84 +16908,1.5,Premium,J,SI2,61.4,61.0,6750,7.36,7.3,4.5 +9407,1.0,Premium,F,SI1,62.9,57.0,4586,6.37,6.32,3.99 +44739,0.59,Very Good,G,VS2,61.5,59.0,1618,5.32,5.41,3.3 +50708,0.8,Premium,J,VS1,60.8,59.0,2292,6.0,5.94,3.63 +37252,0.4,Ideal,G,VVS1,61.3,56.0,977,4.74,4.75,2.91 +273,0.7,Good,E,VS2,64.1,55.0,2793,5.6,5.66,3.61 +37756,0.38,Premium,F,VS1,62.4,59.0,998,4.63,4.57,2.87 +46738,0.72,Very Good,H,SI2,63.5,55.0,1799,5.66,5.62,3.58 +15726,1.0,Ideal,G,VS1,62.9,57.0,6290,6.36,6.32,3.99 +19020,1.01,Very Good,F,VVS2,60.7,59.0,7835,6.4,6.46,3.9 +24323,1.27,Ideal,F,VVS2,62.2,54.0,12576,6.92,6.95,4.31 +16318,1.15,Fair,G,VS1,64.6,57.0,6530,6.6,6.5,4.23 +53507,0.7,Very Good,D,SI1,62.1,56.0,2686,5.65,5.69,3.52 +14467,1.01,Very Good,G,VS2,61.6,56.0,5839,6.4,6.46,3.96 +6396,1.0,Very Good,F,SI2,62.9,59.0,4037,6.27,6.38,3.98 +25786,2.0,Very Good,E,SI2,63.4,60.0,14763,7.97,7.92,5.04 +15259,1.53,Premium,J,SI1,60.1,59.0,6126,7.52,7.5,4.51 +14262,1.24,Premium,E,SI1,58.5,60.0,5775,7.08,7.01,4.11 +53762,0.76,Ideal,F,VS2,61.6,55.0,2725,5.88,5.9,3.63 +37938,0.3,Ideal,H,VS2,62.5,53.2,486,4.29,4.34,2.69 +48101,0.7,Good,G,SI2,64.1,56.0,1935,5.64,5.59,3.6 +48819,0.51,Good,G,VVS1,63.9,57.0,2027,5.08,5.06,3.24 +7469,1.2,Premium,I,SI2,59.0,60.0,4234,6.99,6.95,4.11 +11634,1.01,Very Good,G,SI1,63.4,58.0,5051,6.29,6.4,4.02 +3030,1.01,Very Good,I,SI2,63.2,58.0,3309,6.34,6.31,4.0 +12993,1.26,Premium,I,SI2,62.2,58.0,5398,6.98,6.92,4.32 +3262,0.7,Ideal,F,VS1,60.3,57.0,3359,5.74,5.79,3.47 +25520,2.16,Premium,J,SI1,60.5,59.0,14328,8.41,8.35,5.07 +39291,0.3,Ideal,H,VS2,60.9,58.0,491,4.29,4.32,2.62 +31452,0.34,Ideal,G,VS2,61.1,55.0,765,4.55,4.52,2.77 +27265,1.51,Very Good,E,VVS2,60.2,61.0,17689,7.34,7.4,4.44 +15788,1.02,Ideal,H,VS1,61.4,57.0,6317,6.47,6.44,3.97 +29251,0.34,Very Good,D,VS2,59.5,56.0,698,4.55,4.59,2.72 +39456,0.33,Ideal,D,VS1,61.0,56.0,1077,4.47,4.45,2.72 +48005,0.52,Ideal,D,VS2,62.7,53.0,1919,5.17,5.14,3.23 +52579,0.7,Ideal,E,SI1,62.8,56.0,2537,5.69,5.72,3.58 +44887,0.5,Very Good,E,VS2,60.0,63.0,1629,5.12,5.08,3.06 +35131,0.45,Ideal,H,VS1,62.0,54.0,888,4.92,4.95,3.06 +52132,0.52,Premium,E,VVS2,60.1,59.0,2467,5.27,5.22,3.15 +21767,1.51,Ideal,H,SI1,61.3,56.0,9833,7.4,7.44,4.55 +622,0.75,Very Good,F,SI2,59.8,56.0,2840,5.85,5.92,3.52 +21442,1.23,Ideal,F,VS2,61.7,57.0,9547,6.94,6.9,4.27 +41561,0.56,Ideal,I,VS2,62.1,54.0,1237,5.3,5.33,3.3 +19337,1.2,Ideal,H,VS1,61.1,58.0,8039,6.84,6.88,4.19 +44963,0.53,Very Good,F,VS2,63.4,56.0,1636,5.16,5.13,3.26 +42503,0.46,Very Good,D,VS2,61.2,57.0,1321,4.96,5.0,3.05 +45797,0.51,Premium,E,VS2,63.0,59.0,1709,5.08,5.05,3.19 +35102,0.3,Ideal,F,IF,60.9,56.0,886,4.33,4.37,2.65 +29347,0.31,Ideal,G,VS2,61.7,55.0,698,4.37,4.35,2.69 +15384,0.37,Ideal,E,SI1,61.4,56.0,606,4.6,4.65,2.84 +53555,0.58,Ideal,E,VVS2,61.8,57.0,2694,5.37,5.4,3.33 +16937,1.2,Ideal,G,SI1,61.8,59.0,6762,6.77,6.8,4.19 +4661,1.13,Ideal,H,I1,61.1,56.0,3669,6.77,6.71,4.12 +6510,0.9,Premium,H,VS1,63.0,59.0,4064,6.13,6.1,3.85 +45523,0.54,Ideal,E,VS2,61.8,55.0,1684,5.26,5.22,3.24 +9532,0.83,Ideal,F,VS1,61.2,54.0,4617,6.07,6.11,3.73 +25540,2.27,Premium,I,SI1,61.0,58.0,14362,8.42,8.4,5.19 +53731,0.78,Ideal,D,SI2,61.3,56.0,2722,5.95,5.99,3.66 +32567,0.38,Very Good,F,VS2,60.9,56.0,800,4.67,4.72,2.86 +29080,0.43,Very Good,E,SI2,61.8,60.0,688,4.83,4.85,2.99 +20137,1.22,Ideal,H,VS2,61.3,56.0,8596,6.85,6.88,4.21 +24183,2.01,Premium,J,SI1,60.5,59.0,12369,8.12,8.01,4.88 +666,0.73,Ideal,E,SI1,59.1,59.0,2846,5.92,5.95,3.51 +43074,0.56,Very Good,D,SI1,62.2,63.0,1378,5.23,5.28,3.27 +46669,0.71,Good,I,SI1,62.6,63.0,1788,5.54,5.61,3.49 +16133,1.01,Very Good,G,VS2,63.6,56.0,6449,6.34,6.39,4.05 +10684,1.01,Ideal,F,SI2,62.7,57.0,4843,6.36,6.39,4.0 +3761,0.94,Premium,F,SI2,62.4,58.0,3456,6.23,6.17,3.87 +33658,0.3,Ideal,D,VS1,61.0,57.0,835,4.32,4.31,2.63 +45338,0.67,Ideal,G,SI1,60.4,57.0,1662,5.67,5.65,3.42 +51185,0.78,Very Good,I,SI1,63.5,57.0,2348,5.79,5.86,3.7 +42227,0.39,Premium,D,VVS2,62.9,58.0,1290,4.66,4.62,2.92 +6596,1.0,Very Good,I,SI2,60.7,59.0,4080,6.4,6.46,3.9 +20074,1.51,Good,D,SI2,64.1,61.0,8550,7.14,7.18,4.59 +52756,0.72,Very Good,I,VVS1,62.8,56.0,2562,5.69,5.75,3.59 +40980,0.41,Premium,D,VVS2,62.2,58.0,1181,4.8,4.78,2.98 +8277,1.02,Fair,D,SI2,65.5,60.0,4381,6.27,6.24,4.1 +8709,0.28,Ideal,H,VVS1,62.0,55.0,586,4.17,4.22,2.6 +17876,0.9,Good,E,VVS1,63.4,60.0,7214,6.06,6.11,3.86 +29239,0.34,Good,F,VS1,60.6,63.0,696,4.46,4.59,2.74 +9822,1.01,Premium,G,SI1,61.0,62.0,4672,6.49,6.4,3.93 +18879,1.02,Premium,G,VVS2,62.6,59.0,7741,6.46,6.41,4.03 +19962,1.4,Premium,G,SI1,62.5,58.0,8511,7.12,7.06,4.43 +43439,0.55,Ideal,F,SI1,61.8,55.0,1415,5.27,5.22,3.24 +5216,1.04,Fair,D,SI2,65.8,58.0,3780,6.32,6.25,4.13 +51499,0.71,Very Good,G,VS2,64.5,57.0,2382,5.56,5.6,3.6 +10599,1.0,Ideal,G,SI1,62.7,56.0,4824,6.39,6.36,4.0 +35937,0.42,Premium,G,SI1,62.7,59.0,920,4.75,4.72,2.97 +13870,1.23,Premium,I,SI1,59.6,60.0,5648,6.96,6.93,4.14 +31485,0.34,Premium,G,VS2,61.1,60.0,765,4.53,4.51,2.76 +37950,0.28,Very Good,E,VS2,62.7,58.0,487,4.15,4.18,2.61 +30026,0.36,Ideal,F,SI1,61.6,56.0,718,4.62,4.57,2.83 +24957,1.58,Ideal,E,SI1,61.0,57.0,13434,7.5,7.55,4.59 +13984,1.24,Premium,H,SI2,59.9,60.0,5694,7.02,7.0,4.2 +24763,2.02,Premium,I,SI2,61.2,58.0,13117,8.11,8.04,4.94 +17464,1.06,Very Good,G,VS1,62.0,58.0,7003,6.51,6.56,4.05 +13509,1.01,Good,D,SI1,63.8,58.0,5543,6.38,6.34,4.06 +34946,0.3,Good,H,SI2,63.9,57.0,378,4.24,4.27,2.72 +35209,0.33,Premium,I,IF,59.0,61.0,891,4.56,4.49,2.67 +22386,1.51,Premium,H,VS2,60.6,58.0,10411,7.42,7.36,4.48 +5918,0.73,Ideal,D,VS1,60.9,55.0,3937,5.83,5.86,3.56 +44140,0.59,Ideal,F,SI1,62.0,57.0,1561,5.41,5.34,3.33 +45319,0.32,Ideal,G,VS2,62.4,55.0,524,4.36,4.39,2.73 +30952,0.32,Ideal,I,VS2,62.2,57.0,449,4.39,4.42,2.74 +43843,0.62,Ideal,F,SI2,62.0,58.0,1446,5.44,5.49,3.39 +47548,0.52,Premium,F,VS1,61.7,56.0,1872,5.17,5.14,3.18 +15407,1.02,Premium,G,VS2,59.8,58.0,6169,6.58,6.54,3.92 +38460,0.37,Premium,D,VS1,60.2,60.0,1030,4.68,4.63,2.8 +40053,0.38,Premium,E,VS2,59.2,60.0,1112,4.77,4.73,2.81 +2511,1.02,Premium,H,I1,62.5,60.0,3199,6.41,6.39,4.0 +15366,0.3,Very Good,G,VS1,61.7,56.0,605,4.29,4.33,2.66 +14379,0.3,Ideal,H,VVS2,62.2,57.0,605,4.26,4.29,2.66 +14016,1.01,Very Good,G,VS2,63.2,55.0,5701,6.39,6.34,4.02 +335,0.71,Premium,F,VS2,62.6,58.0,2803,5.7,5.67,3.56 +7057,0.33,Premium,G,VS2,61.9,59.0,579,4.4,4.46,2.74 +25870,1.56,Ideal,G,VS1,61.3,56.0,14957,7.46,7.51,4.59 +52372,0.52,Ideal,F,IF,60.3,57.0,2504,5.23,5.28,3.17 +21837,1.16,Ideal,G,IF,62.0,57.0,9901,6.7,6.73,4.16 +43010,0.54,Premium,F,SI1,59.7,59.0,1369,5.36,5.3,3.18 +37075,0.41,Premium,F,SI1,61.0,60.0,969,4.81,4.77,2.92 +29862,0.3,Ideal,D,VS2,60.8,57.0,710,4.33,4.38,2.65 +44116,0.5,Ideal,E,VS2,62.7,55.0,1559,5.12,5.08,3.2 +15531,1.0,Good,F,VS2,63.1,57.0,6223,6.32,6.36,4.0 +4638,0.95,Premium,J,VVS2,62.6,59.0,3669,6.23,6.26,3.91 +52040,0.71,Good,D,SI1,56.8,62.0,2450,5.93,5.89,3.37 +11108,1.03,Premium,H,SI1,61.9,58.0,4932,6.49,6.43,4.0 +30655,0.33,Ideal,D,SI1,60.9,56.0,736,4.46,4.5,2.73 +49057,0.56,Ideal,D,VS1,62.6,55.0,2057,5.25,5.29,3.3 +3914,0.72,Very Good,E,VVS2,61.3,60.0,3495,5.73,5.76,3.52 +40399,0.38,Ideal,E,VS1,62.2,54.1,1133,4.63,4.65,2.89 +25848,1.52,Ideal,F,VS2,62.5,55.0,14915,7.42,7.31,4.6 +25826,1.51,Premium,E,VS2,62.6,60.0,14844,7.28,7.22,4.54 +28916,0.3,Good,H,VVS1,63.3,60.0,684,4.22,4.25,2.68 +11073,0.91,Very Good,H,VS2,62.6,57.0,4922,6.15,6.21,3.87 +53544,0.76,Ideal,H,VS2,62.7,57.0,2692,5.86,5.82,3.66 +17769,1.59,Ideal,J,SI2,62.1,54.0,7155,7.51,7.44,4.64 +52255,1.01,Premium,J,I1,60.7,59.0,2488,6.39,6.42,3.89 +32651,0.31,Ideal,H,VVS2,62.4,57.0,802,4.36,4.32,2.71 +8202,1.04,Ideal,H,SI2,61.1,56.0,4368,6.66,6.6,4.05 +11800,1.18,Ideal,I,SI1,62.2,56.0,5088,6.85,6.75,4.23 +33901,0.3,Ideal,E,VS2,61.6,56.0,844,4.3,4.27,2.64 +4263,0.76,Premium,D,VS2,61.7,59.0,3581,5.87,5.9,3.63 +3438,0.9,Premium,H,SI1,61.0,59.0,3387,6.16,6.11,3.74 +36719,0.4,Very Good,H,VVS1,62.9,56.0,954,4.69,4.72,2.96 +28884,0.44,Good,E,SI2,63.2,59.0,684,4.8,4.85,3.05 +7326,0.9,Premium,E,SI1,61.3,60.0,4209,6.19,6.14,3.78 +25420,1.51,Premium,G,VS1,59.5,59.0,14156,7.45,7.41,4.42 +11824,1.33,Premium,I,SI2,59.7,59.0,5094,7.21,7.15,4.29 +9936,1.27,Ideal,J,SI2,62.6,57.0,4693,6.85,6.88,4.3 +39278,0.34,Ideal,H,SI1,62.6,56.0,490,4.46,4.48,2.8 +22850,1.5,Ideal,H,VS2,62.2,57.0,10886,7.33,7.27,4.54 +20017,0.3,Very Good,H,SI1,60.8,61.0,421,4.25,4.3,2.6 +15051,0.3,Ideal,F,VS2,61.4,57.0,605,4.34,4.36,2.67 +37962,0.41,Ideal,F,VS1,62.5,57.0,1007,4.75,4.76,2.97 +14255,1.0,Premium,D,SI1,60.3,59.0,5775,6.44,6.47,3.89 +48255,0.72,Very Good,H,SI2,61.0,56.0,1953,5.75,5.8,3.52 +19448,1.02,Ideal,E,VS1,60.1,57.0,8096,6.52,6.59,3.94 +33443,0.32,Ideal,G,VS1,62.8,54.0,828,4.41,4.38,2.76 +14226,1.33,Premium,I,SI2,62.3,59.0,5765,7.01,6.98,4.36 +13801,1.03,Premium,H,VS1,62.5,59.0,5624,6.47,6.43,4.03 +16697,0.32,Good,F,SI2,63.1,56.0,421,4.34,4.38,2.75 +44794,0.5,Ideal,G,VS1,62.3,55.0,1624,5.07,5.11,3.17 +31568,0.31,Premium,F,VVS1,59.4,58.0,766,4.41,4.45,2.63 +12490,1.02,Premium,G,SI1,61.1,58.0,5255,6.52,6.48,3.97 +43904,0.31,Ideal,G,VS2,62.1,54.0,511,4.34,4.36,2.7 +41819,0.43,Ideal,F,VVS2,61.9,56.0,1250,4.87,4.82,3.0 +43449,0.5,Ideal,E,SI1,62.2,57.0,1415,5.11,5.05,3.16 +5483,0.93,Good,D,SI2,64.5,58.0,3839,6.11,6.14,3.95 +41861,0.59,Very Good,J,VS2,60.8,56.6,1257,5.42,5.47,3.31 +9543,1.0,Premium,E,SI2,61.1,58.0,4620,6.44,6.48,3.95 +5397,0.3,Ideal,D,SI2,62.1,57.0,574,4.33,4.3,2.68 +53673,0.7,Ideal,H,VS1,61.9,56.0,2710,5.7,5.73,3.54 +6448,1.09,Premium,G,SI2,60.7,57.0,4047,6.72,6.62,4.06 +4648,0.9,Good,I,IF,63.7,64.0,3669,6.07,6.02,3.85 +37089,0.41,Ideal,E,SI1,62.5,57.0,969,4.79,4.74,2.98 +5680,0.91,Very Good,F,SI1,62.2,55.0,3885,6.18,6.23,3.86 +38786,0.31,Ideal,H,IF,62.1,54.0,1046,4.37,4.33,2.7 +23824,1.09,Ideal,F,IF,61.6,55.0,11888,6.59,6.65,4.08 +30476,0.31,Premium,I,VVS1,61.0,58.0,732,4.39,4.33,2.66 +51028,0.74,Premium,G,SI2,62.8,54.0,2328,5.76,5.73,3.61 +40077,0.3,Premium,F,VVS1,62.0,59.0,1114,4.28,4.24,2.64 +29596,0.35,Ideal,F,VS2,62.4,55.0,706,4.51,4.53,2.82 +41606,0.32,Very Good,J,VS2,60.0,61.0,393,4.45,4.49,2.68 +12995,1.02,Ideal,F,SI1,62.8,55.0,5398,6.43,6.4,4.03 +942,0.72,Ideal,E,SI1,62.7,55.0,2886,5.64,5.69,3.55 +38996,0.53,Ideal,H,SI2,61.6,56.0,1054,5.16,5.19,3.19 +31853,0.3,Ideal,F,VS2,61.6,57.0,776,4.33,4.3,2.66 +25486,2.16,Good,I,VS2,63.6,56.0,14266,8.18,8.12,5.18 +26129,1.54,Ideal,G,VVS2,62.0,54.0,15415,7.36,7.43,4.59 +16356,0.3,Premium,H,VS2,62.6,58.0,608,4.28,4.22,2.66 +49303,0.32,Ideal,I,VVS2,61.7,56.0,540,4.4,4.42,2.72 +17866,1.04,Ideal,E,SI1,61.8,56.0,7208,6.49,6.53,4.02 +43731,0.51,Very Good,G,VS2,62.9,58.0,1438,5.06,5.11,3.2 +31771,0.32,Premium,F,VS2,59.5,60.0,773,4.48,4.46,2.66 +45963,0.24,Ideal,E,VVS2,61.3,57.0,526,4.0,4.02,2.46 +7606,0.73,Ideal,D,VS1,61.9,55.0,4258,5.78,5.81,3.59 +23498,1.5,Good,G,VS2,58.8,64.0,11508,7.43,7.4,4.36 +29016,0.31,Ideal,G,VVS2,61.3,56.0,687,4.37,4.41,2.69 +1798,0.71,Very Good,E,VS2,59.9,59.0,3053,5.79,5.83,3.48 +51282,0.73,Very Good,F,SI1,63.5,56.0,2360,5.68,5.72,3.62 +43093,0.52,Very Good,E,SI1,58.4,58.0,1382,5.29,5.33,3.1 +49476,0.5,Very Good,D,VVS2,61.7,59.0,2115,5.02,5.09,3.12 +14853,1.07,Ideal,F,SI1,62.7,56.0,5982,6.47,6.53,4.08 +34100,0.36,Premium,D,VS2,61.0,58.0,852,4.59,4.62,2.81 +21804,1.33,Premium,G,VS1,62.7,58.0,9876,7.01,6.96,4.38 +17466,1.27,Premium,G,SI1,61.4,59.0,7005,6.94,6.98,4.27 +37976,0.4,Very Good,H,VS1,63.4,58.0,1007,4.74,4.66,2.98 +23600,1.4,Very Good,G,VVS2,63.4,59.0,11624,7.12,7.04,4.49 +1330,0.76,Ideal,F,VS2,62.6,56.0,2960,5.82,5.78,3.63 +37907,0.41,Ideal,E,VS1,61.4,55.0,1007,4.8,4.84,2.96 +21595,1.5,Premium,H,SI1,62.4,58.0,9697,7.33,7.28,4.56 +28887,0.3,Very Good,H,VVS1,63.0,54.0,684,4.27,4.3,2.7 +23551,1.51,Very Good,F,SI1,63.0,61.0,11560,7.27,7.3,4.59 +41908,0.4,Very Good,F,IF,62.9,55.0,1261,4.68,4.7,2.95 +22867,1.16,Ideal,D,VS2,61.8,55.0,10907,6.72,6.75,4.16 +10637,1.2,Ideal,J,SI1,61.6,57.0,4831,6.79,6.87,4.21 +7858,0.9,Premium,D,SI1,62.6,58.0,4304,6.15,6.11,3.84 +17007,1.43,Ideal,J,SI1,60.5,58.0,6789,7.25,7.34,4.41 +45403,0.51,Good,D,VS2,63.5,56.0,1668,5.07,5.1,3.23 +42760,0.56,Ideal,G,SI1,62.5,57.0,1345,5.26,5.23,3.28 +37916,0.41,Ideal,F,VS1,61.9,57.0,1007,4.73,4.77,2.94 +33010,0.41,Very Good,G,VS2,61.4,59.2,813,4.76,4.78,2.93 +10711,0.31,Premium,G,SI1,60.4,58.0,593,4.42,4.39,2.66 +50356,0.61,Ideal,F,VS1,61.9,57.0,2246,5.42,5.46,3.37 +48946,0.53,Ideal,F,VS1,61.7,55.0,2046,5.18,5.22,3.21 +43390,0.5,Ideal,E,SI1,62.3,56.0,1410,5.06,5.12,3.17 +2297,0.71,Premium,D,VS2,59.2,59.0,3161,5.86,5.8,3.45 +46516,0.66,Ideal,H,SI1,60.9,55.0,1780,5.63,5.7,3.45 +12620,1.0,Premium,F,SI1,58.6,58.0,5292,6.56,6.52,3.83 +16606,1.04,Ideal,G,VS1,61.1,56.0,6632,6.58,6.55,4.01 +12694,0.4,Ideal,J,VS2,62.6,57.0,599,4.68,4.71,2.94 +35758,0.33,Very Good,F,VVS1,61.1,58.0,912,4.42,4.46,2.71 +38491,0.42,Ideal,F,VS1,60.9,57.0,1031,4.84,4.88,2.96 +43900,0.38,Ideal,H,SI2,61.3,54.0,510,4.68,4.7,2.87 +44976,0.32,Ideal,I,VS1,60.9,57.0,523,4.43,4.47,2.71 +35118,0.3,Ideal,F,IF,62.2,53.0,886,4.34,4.38,2.71 +34314,0.43,Very Good,D,SI2,63.4,57.0,858,4.81,4.78,3.04 +40713,0.53,Premium,H,SI1,61.2,60.0,1159,5.22,5.1,3.16 +40737,0.34,Ideal,E,IF,62.0,56.0,1163,4.49,4.51,2.79 +46325,0.51,Ideal,G,VS1,61.8,60.0,1757,5.08,5.12,3.15 +43958,0.31,Good,F,SI1,63.1,55.0,516,4.28,4.34,2.72 +1389,0.24,Ideal,G,VVS1,62.1,56.0,559,3.97,4.0,2.47 +23902,1.75,Very Good,D,SI2,60.7,57.0,12012,7.78,7.83,4.74 +12480,1.25,Ideal,J,SI1,62.1,58.0,5252,6.86,6.89,4.27 +52407,0.71,Ideal,E,SI2,59.5,57.0,2511,5.87,5.82,3.48 +33113,0.31,Premium,D,VS2,62.5,52.0,816,4.4,4.37,2.74 +46399,0.51,Ideal,F,VS1,60.2,56.0,1765,5.22,5.24,3.15 +44987,0.31,Ideal,G,SI2,60.5,57.0,523,4.4,4.36,2.65 +38212,0.43,Premium,F,SI1,62.4,56.0,1016,4.84,4.81,3.01 +47158,0.55,Ideal,G,VS2,61.1,57.0,1833,5.29,5.31,3.24 +45383,0.5,Premium,F,VS1,59.9,61.0,1666,5.16,5.13,3.08 +5358,0.84,Very Good,D,SI1,62.9,58.0,3816,5.93,6.02,3.76 +9529,1.01,Very Good,H,SI1,60.2,60.0,4617,6.5,6.48,3.91 +11040,1.01,Premium,H,VS2,60.7,61.0,4921,6.47,6.39,3.9 +19467,1.77,Good,J,SI2,63.4,60.0,8109,7.61,7.65,4.84 +8971,0.9,Very Good,F,VS2,63.2,58.0,4504,6.11,6.16,3.88 +13844,1.06,Premium,E,SI1,58.5,60.0,5642,6.81,6.7,3.95 +29442,0.38,Very Good,E,SI1,62.8,58.0,701,4.6,4.63,2.9 +40932,0.3,Ideal,E,SI1,61.7,58.0,499,4.29,4.3,2.65 +11866,1.01,Very Good,F,SI1,63.2,56.0,5107,6.32,6.37,4.01 +44277,0.52,Ideal,E,VS2,61.5,56.0,1576,5.18,5.2,3.19 +37347,0.31,Ideal,D,VVS2,61.9,57.0,982,4.35,4.31,2.68 +49142,1.05,Good,E,I1,64.1,58.0,2066,6.46,6.32,4.09 +40933,0.3,Ideal,E,SI1,62.1,56.0,499,4.31,4.36,2.69 +39473,0.41,Very Good,E,VS1,62.8,58.0,1079,4.7,4.72,2.96 +1310,0.95,Good,I,SI2,63.8,57.0,2956,6.13,6.23,3.94 +50721,0.8,Very Good,H,SI2,62.7,57.0,2294,5.88,5.95,3.71 +23281,1.43,Ideal,G,VS1,59.9,57.0,11302,7.35,7.3,4.39 +51266,0.6,Ideal,F,VS2,61.5,56.0,2358,5.43,5.47,3.35 +6117,1.08,Good,J,VS2,64.3,58.0,3980,6.46,6.44,4.15 +24304,1.51,Very Good,G,VS2,58.7,63.0,12551,7.45,7.4,4.36 +5931,1.28,Premium,I,SI1,59.4,61.0,3942,7.11,7.04,4.2 +33015,0.4,Very Good,E,VS2,59.1,60.0,814,4.81,4.84,2.85 +32529,0.35,Premium,H,VVS1,61.2,60.0,798,4.51,4.54,2.77 +8376,0.31,Very Good,F,VS2,63.0,57.0,583,4.27,4.33,2.71 +35615,0.3,Ideal,I,VS1,61.6,56.0,473,4.31,4.36,2.67 +5419,1.05,Premium,H,SI2,63.0,57.0,3822,6.47,6.42,4.06 +34094,0.43,Ideal,I,SI1,60.9,57.0,852,4.88,4.9,2.98 +51585,0.52,Ideal,F,IF,61.7,56.0,2393,5.16,5.18,3.19 +51177,0.73,Premium,F,SI1,62.4,55.0,2346,5.78,5.71,3.59 +46978,0.23,Very Good,F,VVS2,61.2,58.0,530,3.96,3.98,2.43 +1309,0.74,Very Good,H,VS1,62.3,56.0,2956,5.75,5.78,3.59 +28461,0.32,Very Good,G,VVS2,61.3,57.0,672,4.39,4.43,2.7 +46398,0.54,Ideal,E,VS2,62.4,56.0,1765,5.23,5.19,3.25 +4147,1.07,Premium,G,SI2,62.2,58.0,3545,6.56,6.49,4.06 +9023,0.9,Very Good,G,VS1,61.3,61.0,4515,6.15,6.25,3.8 +4283,1.0,Premium,H,SI2,60.0,62.0,3584,6.53,6.51,3.91 +43683,0.5,Premium,F,VS2,62.7,59.0,1436,5.05,5.09,3.18 +13700,1.2,Good,I,VS1,64.8,58.0,5600,6.6,6.65,4.29 +2501,0.71,Ideal,E,VS1,61.4,59.0,3198,5.71,5.75,3.52 +35154,0.4,Ideal,D,VS2,62.1,53.0,890,4.77,4.8,2.97 +23494,2.07,Ideal,J,VS2,62.2,56.0,11500,8.2,8.16,5.09 +4525,1.03,Ideal,H,SI2,60.8,56.0,3634,6.56,6.47,3.96 +43842,0.52,Ideal,F,VS2,61.6,56.0,1446,5.14,5.18,3.18 +32431,0.4,Ideal,H,VS1,61.2,55.0,792,4.75,4.79,2.92 +20717,0.31,Ideal,H,VVS2,62.4,56.0,625,4.34,4.38,2.72 +43365,0.52,Ideal,H,VS1,61.4,56.0,1408,5.2,5.23,3.2 +53601,0.91,Premium,I,SI1,58.4,55.0,2700,6.34,6.32,3.7 +22612,1.7,Premium,I,VS2,62.7,58.0,10662,7.57,7.52,4.73 +28793,0.37,Premium,D,SI1,62.7,58.0,681,4.55,4.58,2.86 +15626,1.01,Very Good,D,SI1,63.6,59.0,6270,6.33,6.37,4.04 +18841,1.51,Very Good,H,SI2,60.8,58.0,7723,7.4,7.51,4.53 +18764,1.0,Good,D,VS1,62.7,62.0,7672,6.21,6.23,3.9 +32130,0.41,Very Good,G,SI2,63.4,58.0,784,4.73,4.7,2.99 +10240,1.13,Premium,I,SI1,62.8,57.0,4746,6.68,6.64,4.18 +38652,0.42,Premium,D,SI1,59.8,59.0,1040,4.91,4.86,2.92 +2494,0.91,Ideal,F,SI2,61.7,55.0,3196,6.27,6.2,3.85 +53389,0.76,Very Good,H,SI1,61.6,58.0,2663,5.88,5.91,3.63 +39970,0.5,Very Good,F,SI1,63.1,61.0,1106,5.06,4.98,3.17 +2773,0.7,Ideal,G,VS2,61.5,57.0,3253,5.7,5.74,3.52 +11789,1.03,Premium,F,SI1,61.5,59.0,5087,6.49,6.42,3.97 +31882,0.3,Good,H,VVS2,63.7,55.0,776,4.27,4.24,2.71 +13226,1.01,Very Good,E,SI1,62.1,56.0,5461,6.43,6.48,4.01 +10206,0.9,Ideal,H,SI1,61.6,56.0,4740,6.17,6.23,3.82 +42633,0.58,Premium,H,SI1,58.4,59.0,1332,5.51,5.48,3.21 +16099,1.2,Premium,F,SI1,62.9,58.0,6435,6.76,6.69,4.23 +28086,0.3,Very Good,D,SI1,63.4,54.0,662,4.31,4.27,2.72 +3324,0.72,Very Good,E,VVS2,59.3,60.0,3374,5.87,5.83,3.47 +29562,0.41,Good,E,SI1,63.6,58.0,705,4.72,4.74,3.01 +26065,1.65,Ideal,G,VS1,62.3,55.0,15281,7.56,7.6,4.72 +30587,0.31,Premium,E,VS1,60.5,59.0,734,4.36,4.37,2.64 +48399,0.52,Ideal,H,IF,59.2,58.0,1967,5.23,5.31,3.12 +20979,1.23,Very Good,E,VS2,58.9,59.0,9193,6.98,7.05,4.13 +30797,0.36,Ideal,E,VS2,61.7,55.0,742,4.57,4.6,2.83 +8408,1.07,Ideal,G,SI2,62.0,57.0,4401,6.58,6.55,4.07 +45265,0.54,Ideal,F,VS2,62.3,56.0,1662,5.17,5.2,3.23 +52071,0.96,Premium,I,SI2,59.1,62.0,2454,6.48,6.38,3.79 +7278,1.0,Ideal,I,SI1,59.8,57.0,4200,6.5,6.44,3.87 +32019,0.32,Very Good,F,VVS2,62.3,57.0,778,4.38,4.41,2.73 +29594,0.32,Good,D,SI1,63.7,55.0,706,4.33,4.31,2.75 +27195,1.31,Premium,D,VVS1,62.8,55.0,17496,7.01,6.95,4.38 +22729,1.19,Ideal,F,VVS2,60.8,57.0,10748,6.85,6.83,4.16 +32641,0.31,Ideal,H,VVS2,62.2,55.0,802,4.36,4.35,2.71 +16326,1.27,Premium,I,VS1,62.2,59.0,6532,6.92,6.87,4.29 +20941,1.51,Very Good,F,SI1,62.0,57.0,9150,7.3,7.38,4.55 +39169,0.4,Ideal,J,IF,62.4,56.0,1063,4.74,4.71,2.95 +35868,0.46,Very Good,I,VS2,62.3,57.0,918,4.87,4.92,3.05 +10683,1.03,Good,H,SI1,63.3,57.0,4843,6.39,6.41,4.05 +7502,1.04,Premium,E,SI2,61.6,59.0,4240,6.57,6.55,4.04 +28058,0.38,Ideal,F,SI1,62.2,54.0,660,4.64,4.66,2.89 +4049,1.03,Ideal,I,SI2,59.8,56.0,3530,6.64,6.58,3.95 +48668,0.57,Premium,D,SI1,62.6,56.0,2001,5.4,5.34,3.36 +11561,1.09,Ideal,J,SI2,62.0,55.0,5034,6.58,6.64,4.1 +5950,0.76,Ideal,H,VS2,62.0,56.0,3948,5.86,5.88,3.64 +28215,0.38,Good,J,VVS2,63.4,56.0,666,4.56,4.62,2.91 +36087,0.32,Ideal,F,VVS1,61.8,55.0,926,4.36,4.41,2.71 +4970,1.13,Premium,I,SI2,62.1,60.0,3734,6.74,6.66,4.16 +53,0.32,Ideal,I,SI1,60.9,55.0,404,4.45,4.48,2.72 +18610,1.1,Ideal,F,VS2,61.4,56.0,7589,6.68,6.64,4.09 +8509,1.35,Fair,I,SI2,66.5,57.0,4423,6.79,6.74,4.5 +34712,0.37,Premium,I,VVS1,62.4,58.0,874,4.58,4.55,2.85 +12172,1.18,Ideal,J,VS1,61.4,56.0,5182,6.79,6.82,4.18 +10092,1.02,Very Good,D,SI2,62.7,59.0,4712,6.36,6.44,4.01 +53828,0.7,Premium,E,VS2,62.3,59.0,2737,5.7,5.64,3.53 +4840,0.9,Very Good,I,VS2,59.9,58.0,3709,6.17,6.22,3.71 +28713,0.23,Premium,E,VVS2,60.9,60.0,680,3.99,3.96,2.42 +8863,0.71,Premium,D,VVS1,59.7,59.0,4482,5.81,5.88,3.49 +52584,0.97,Fair,J,SI2,60.8,67.0,2538,6.41,6.32,3.87 +20147,1.0,Premium,F,VVS2,59.9,60.0,8602,6.5,6.46,3.88 +36071,0.4,Ideal,D,SI1,63.0,57.0,924,4.7,4.66,2.95 +24171,1.52,Premium,D,SI1,58.4,60.0,12342,7.57,7.52,4.41 +5385,0.34,Premium,F,SI2,60.0,62.0,574,4.55,4.51,2.72 +30826,0.33,Ideal,I,VVS2,62.4,57.0,743,4.44,4.41,2.76 +2221,0.9,Premium,I,VS1,60.7,58.0,3145,6.3,6.19,3.79 +18532,1.51,Premium,J,VS2,62.8,59.0,7553,7.28,7.2,4.55 +51613,0.73,Very Good,E,SI2,62.1,58.0,2395,5.75,5.81,3.59 +4328,1.01,Fair,F,SI2,66.7,64.0,3597,6.14,6.05,4.06 +4630,0.9,Good,I,VS1,63.5,61.0,3666,5.96,6.01,3.8 +10847,1.0,Ideal,H,SI1,61.9,57.0,4872,6.43,6.39,3.97 +31490,0.34,Ideal,G,VS2,61.7,56.0,765,4.53,4.48,2.78 +15656,1.04,Premium,F,VS2,59.6,62.0,6278,6.62,6.56,3.93 +36768,0.39,Premium,F,VS1,61.7,58.0,956,4.71,4.69,2.9 +29392,0.31,Very Good,E,SI1,63.2,59.0,698,4.33,4.28,2.72 +14275,1.29,Ideal,J,VS1,62.0,57.0,5779,6.98,6.92,4.31 +9592,1.0,Very Good,E,SI2,63.0,54.0,4630,6.33,6.37,4.0 +35031,0.4,Very Good,E,SI1,63.5,58.0,882,4.67,4.65,2.96 +43515,0.61,Good,D,SI2,59.8,62.0,1423,5.48,5.53,3.29 +47054,0.71,Very Good,J,VS2,62.8,61.0,1821,5.63,5.71,3.56 +4918,0.7,Very Good,G,IF,63.0,59.0,3725,5.58,5.62,3.53 +49396,0.75,Ideal,J,VS2,61.2,56.0,2104,5.86,5.9,3.6 +8982,1.04,Premium,F,SI2,62.6,58.0,4507,6.49,6.44,4.05 +9000,0.91,Good,E,SI1,63.5,57.0,4512,6.11,6.14,3.89 +1440,0.71,Ideal,G,VS2,59.5,57.0,2974,5.81,5.8,3.46 +27193,1.7,Premium,G,VS1,61.2,57.0,17492,7.73,7.64,4.7 +52589,0.73,Fair,D,SI1,64.5,56.0,2539,5.7,5.65,3.66 +31802,0.43,Very Good,J,VVS2,63.6,56.0,774,4.78,4.85,3.06 +6992,0.9,Very Good,H,VS2,62.7,59.0,4155,6.1,6.15,3.84 +1461,0.86,Premium,F,SI2,61.8,58.0,2980,6.12,6.15,3.79 +21176,1.13,Ideal,G,VVS2,62.3,57.0,9333,6.62,6.66,4.14 +16667,1.03,Ideal,F,VS2,60.7,56.0,6662,6.58,6.56,3.99 +21551,1.44,Premium,F,SI1,62.9,58.0,9653,7.2,7.14,4.51 +42314,0.41,Premium,F,VVS1,61.8,59.0,1295,4.74,4.77,2.94 +8675,1.02,Ideal,I,SI1,61.3,56.0,4455,6.52,6.47,3.98 +4868,1.0,Premium,G,SI2,61.4,61.0,3713,6.35,6.32,3.89 +20486,1.05,Ideal,D,VS1,60.5,57.0,8820,6.61,6.58,3.99 +16095,1.0,Very Good,G,VS1,59.1,61.0,6435,6.48,6.54,3.85 +409,0.34,Ideal,H,VS2,61.5,56.0,555,4.47,4.5,2.76 +47461,0.53,Ideal,D,VS2,61.4,56.0,1857,5.2,5.23,3.2 +23315,2.0,Premium,G,SI2,61.7,60.0,11355,7.95,7.9,4.89 +35791,0.4,Ideal,H,VVS1,62.1,57.0,913,4.68,4.72,2.92 +13392,0.38,Ideal,G,SI2,61.2,56.0,602,4.7,4.74,2.89 +12161,1.07,Premium,G,VS2,59.8,58.0,5177,6.67,6.63,3.98 +23222,1.7,Premium,F,SI2,60.5,59.0,11228,7.77,7.73,4.69 +38216,0.43,Premium,E,SI1,62.4,56.0,1016,4.83,4.79,3.0 +28352,0.31,Very Good,F,VS2,61.4,58.4,667,4.37,4.4,2.69 +46879,0.53,Ideal,E,VS2,62.4,56.0,1813,5.2,5.16,3.23 +17202,0.9,Very Good,D,VVS2,62.6,59.0,6872,6.11,6.15,3.84 +9040,0.31,Ideal,G,VS1,60.6,58.0,587,4.39,4.42,2.67 +32624,0.31,Good,I,VS1,63.9,55.0,457,4.28,4.3,2.74 +48859,0.7,Very Good,I,VS2,64.2,55.0,2034,5.57,5.61,3.59 +852,0.64,Premium,E,VVS2,62.1,58.0,2870,5.56,5.51,3.44 +22360,0.31,Ideal,H,VS2,62.6,57.0,628,4.38,4.34,2.73 +9205,1.05,Good,I,VS2,64.3,55.0,4550,6.46,6.42,4.14 +14442,1.37,Ideal,J,VS2,63.0,57.0,5831,7.11,7.05,4.46 +20284,1.52,Very Good,I,SI1,62.6,60.0,8703,7.3,7.33,4.58 +26803,1.8,Ideal,H,VS1,62.0,57.0,16683,7.84,7.78,4.84 +22520,1.26,Ideal,G,VVS2,60.7,56.0,10556,7.05,7.03,4.27 +35436,0.32,Ideal,E,VS2,62.0,55.0,900,4.41,4.39,2.73 +11974,1.3,Premium,J,SI2,61.1,61.0,5140,7.0,6.95,4.26 +17842,1.7,Ideal,H,I1,62.6,54.0,7197,7.63,7.58,4.77 +32106,0.36,Ideal,D,VS1,61.8,55.0,781,4.54,4.58,2.82 +24065,1.7,Ideal,I,VS1,60.1,57.0,12209,7.8,7.77,4.68 +18990,1.22,Premium,H,VS1,62.5,59.0,7816,6.85,6.79,4.26 +47312,0.23,Very Good,F,VVS2,61.5,58.0,530,3.9,3.94,2.41 +10787,0.71,Ideal,E,VVS1,61.0,57.0,4860,5.75,5.76,3.51 +49917,0.71,Very Good,G,SI1,62.9,56.0,2184,5.68,5.73,3.59 +42193,0.5,Premium,F,SI1,59.1,58.0,1286,5.23,5.19,3.08 +48459,0.51,Ideal,G,VVS2,62.7,55.0,1976,5.08,5.1,3.19 +53749,0.56,Very Good,E,IF,59.9,60.0,2724,5.31,5.38,3.2 +22075,1.71,Ideal,I,SI2,62.1,58.0,10096,7.64,7.56,4.72 +22162,1.27,Premium,G,VVS2,61.0,58.0,10203,6.96,7.01,4.26 +38862,0.4,Premium,F,VS1,60.5,60.0,1050,4.8,4.76,2.89 +4748,0.92,Premium,F,SI1,62.6,59.0,3684,6.23,6.19,3.89 +40415,0.55,Good,J,VS2,64.1,54.0,1134,5.21,5.18,3.33 +12217,1.02,Ideal,F,SI1,60.3,60.0,5195,6.55,6.51,3.94 +42498,0.54,Very Good,E,SI1,62.2,61.0,1320,5.24,5.15,3.23 +27621,2.32,Very Good,H,SI2,60.6,58.0,18508,8.56,8.6,5.2 +26827,2.14,Premium,H,SI2,62.0,60.0,16723,8.27,8.19,5.1 +2474,0.91,Good,H,VS2,63.8,59.0,3192,5.99,5.96,3.82 +22455,1.56,Ideal,I,VVS2,62.0,56.0,10481,7.39,7.42,4.6 +51938,0.55,Ideal,G,IF,60.0,57.0,2440,5.33,5.39,3.22 +28931,0.3,Premium,G,VVS2,61.9,59.0,684,4.25,4.28,2.64 +32051,0.34,Ideal,D,VS1,61.4,57.0,780,4.49,4.54,2.77 +10823,1.16,Very Good,I,VS2,62.6,59.0,4869,6.63,6.69,4.17 +36434,0.31,Ideal,D,VS2,61.8,57.0,942,4.38,4.36,2.7 +12992,1.02,Very Good,F,SI1,63.2,59.0,5398,6.38,6.35,4.02 +8117,0.93,Very Good,H,VS2,62.8,59.0,4351,6.13,6.16,3.86 +31498,0.34,Ideal,G,VS2,62.1,55.0,765,4.49,4.46,2.78 +33148,0.31,Ideal,G,VVS1,60.8,56.0,816,4.36,4.39,2.66 +18565,1.13,Ideal,H,VS1,61.6,55.0,7571,6.7,6.74,4.14 +13940,0.99,Very Good,D,SI1,62.6,57.0,5671,6.34,6.37,3.98 +42966,0.56,Ideal,F,SI1,61.5,55.0,1365,5.32,5.35,3.28 +1176,0.7,Ideal,E,SI1,60.1,57.0,2929,5.78,5.83,3.49 +51967,0.3,Ideal,H,VS1,62.4,55.0,545,4.32,4.34,2.7 +32020,0.31,Very Good,G,VVS1,58.8,59.0,778,4.44,4.47,2.62 +43865,0.5,Ideal,G,VS2,60.9,58.0,1449,5.1,5.12,3.11 +34264,0.31,Premium,J,SI1,61.9,59.0,465,4.32,4.28,2.66 +47804,0.66,Ideal,E,SI1,62.8,57.0,1901,5.58,5.53,3.49 +12977,1.06,Premium,D,SI2,62.5,56.0,5393,6.61,6.47,4.09 +48915,0.58,Good,E,VS1,61.5,61.9,2041,5.3,5.34,3.27 +36772,0.3,Premium,E,VVS1,61.3,59.0,956,4.33,4.28,2.64 +32462,0.36,Ideal,G,VVS2,61.7,54.0,794,4.59,4.62,2.84 +33808,0.32,Ideal,G,VVS1,62.4,55.0,842,4.37,4.38,2.73 +23314,2.0,Fair,G,SI2,65.1,57.0,11355,7.84,7.78,5.09 +14735,1.05,Ideal,I,VVS2,61.8,53.0,5932,6.56,6.57,4.06 +3201,0.7,Ideal,E,VS1,62.3,54.0,3345,5.67,5.71,3.54 +46666,0.97,Fair,F,I1,68.5,54.0,1787,6.26,6.05,4.22 +10810,1.0,Very Good,E,SI1,61.9,62.0,4864,6.34,6.4,3.94 +19487,1.01,Premium,G,IF,63.0,60.0,8120,6.35,6.31,3.99 +13103,1.02,Very Good,E,SI1,60.6,59.0,5424,6.47,6.49,3.93 +31720,0.35,Very Good,D,VS1,63.0,57.0,771,4.48,4.51,2.83 +44819,0.5,Very Good,E,VS2,62.9,59.0,1624,5.06,5.09,3.19 +9773,1.11,Ideal,H,SI2,61.3,55.0,4662,6.73,6.65,4.1 +16654,1.53,Fair,J,VS2,64.7,58.0,6659,7.24,7.22,4.68 +50919,0.7,Good,D,SI1,64.2,62.0,2318,5.52,5.48,3.53 +49728,0.5,Very Good,F,VVS2,62.8,55.0,2153,5.0,5.13,3.18 +24730,1.71,Good,H,VS2,63.7,58.0,13068,7.57,7.54,4.81 +19478,1.05,Premium,F,VS1,62.3,55.0,8114,6.57,6.49,4.07 +22911,1.51,Premium,G,SI1,62.7,58.0,10951,7.3,7.25,4.56 +35786,0.32,Ideal,D,VS2,61.9,55.0,912,4.43,4.45,2.75 +6849,1.0,Good,H,SI2,62.7,58.0,4125,6.31,6.33,3.96 +53862,0.71,Premium,D,SI1,60.5,59.0,2743,5.81,5.79,3.51 +31282,0.28,Very Good,H,VVS2,62.4,54.0,450,4.2,4.23,2.63 +31689,0.33,Very Good,E,VVS1,63.2,53.0,770,4.42,4.47,2.81 +36512,0.35,Ideal,F,VVS1,61.5,55.0,945,4.51,4.56,2.79 +10041,0.34,Good,F,SI2,63.9,56.0,417,4.4,4.43,2.82 +37526,0.43,Ideal,H,VVS1,61.7,56.0,987,4.86,4.9,3.01 +21015,1.6,Premium,E,SI1,61.2,58.0,9229,7.59,7.5,4.62 +35371,0.41,Very Good,G,VS1,62.7,57.0,899,4.74,4.77,2.98 +22796,1.71,Ideal,J,VS1,61.6,57.0,10821,7.67,7.62,4.71 +4138,0.86,Ideal,I,VVS2,61.4,58.0,3544,6.07,6.1,3.74 +20942,1.53,Premium,J,VVS1,61.6,58.0,9155,7.37,7.4,4.55 +13847,1.01,Premium,D,SI1,61.5,61.0,5644,6.47,6.37,3.95 +21977,1.5,Very Good,E,SI1,60.5,63.0,10046,7.42,7.35,4.48 +7136,1.04,Very Good,I,SI1,62.5,62.0,4175,6.39,6.45,4.01 +41119,0.41,Ideal,F,VVS1,61.3,54.0,1196,4.79,4.84,2.95 +39220,0.45,Good,F,VS2,56.8,62.0,1066,5.1,5.14,2.91 +25645,1.51,Ideal,G,VS1,61.1,57.0,14542,7.38,7.41,4.52 +51103,1.03,Premium,H,I1,62.9,59.0,2336,6.41,6.3,4.0 +17400,0.32,Ideal,G,SI1,61.6,57.0,612,4.42,4.38,2.71 +50740,0.53,Very Good,E,VVS2,60.7,59.0,2297,5.19,5.28,3.18 +47314,0.23,Very Good,E,VVS2,59.4,59.0,530,4.03,4.08,2.41 +5722,0.25,Very Good,E,VVS2,61.9,59.0,575,3.99,4.02,2.48 +52369,0.73,Premium,F,SI1,61.9,60.0,2504,5.78,5.81,3.59 +25708,0.35,Ideal,D,SI1,60.7,57.0,644,4.53,4.57,2.76 +23792,2.08,Premium,H,SI2,60.0,60.0,11851,8.31,8.28,4.98 +41470,0.41,Ideal,D,VS1,61.8,57.0,1230,4.8,4.75,2.95 +51932,0.78,Good,H,VS2,63.7,60.0,2440,5.77,5.73,3.66 +45738,0.73,Premium,H,SI2,61.2,59.0,1699,5.83,5.77,3.55 +36052,0.31,Ideal,E,VVS1,61.0,57.0,924,4.33,4.36,2.65 +24726,2.14,Ideal,E,SI2,62.7,55.0,13065,8.26,8.21,5.16 +11859,1.05,Ideal,D,SI1,60.0,55.0,5104,6.66,6.61,3.98 +52976,0.24,Good,F,VVS1,58.3,57.0,552,4.1,4.14,2.4 +21788,1.1,Ideal,G,VVS2,61.0,56.0,9856,6.69,6.73,4.09 +12804,1.01,Very Good,E,SI1,62.3,56.0,5339,6.36,6.42,3.98 +44936,0.56,Ideal,G,SI1,61.5,56.0,1633,5.31,5.32,3.27 +29573,0.41,Good,F,SI1,63.5,56.0,705,4.7,4.75,3.0 +10262,1.01,Good,E,SI2,63.7,58.0,4751,6.36,6.32,4.04 +14438,1.0,Good,F,VS1,64.8,59.0,5829,6.17,6.23,4.02 +22331,1.7,Premium,F,SI2,61.8,60.0,10377,7.64,7.56,4.7 +18003,1.06,Premium,D,VS2,59.6,60.0,7280,6.71,6.68,3.99 +45271,0.54,Very Good,D,SI1,62.0,55.0,1662,5.21,5.24,3.24 +41588,0.3,Ideal,H,SI1,61.9,54.0,389,4.33,4.36,2.69 +33904,0.3,Premium,E,VS2,62.5,58.0,844,4.31,4.26,2.68 +48519,0.58,Ideal,E,VS2,61.9,56.0,1984,5.38,5.35,3.32 +45569,0.52,Premium,E,VS2,60.7,58.0,1689,5.17,5.21,3.15 +37389,0.4,Premium,G,VVS2,61.7,59.0,982,4.73,4.76,2.93 +47123,0.52,Very Good,D,VS2,63.5,57.0,1828,5.13,5.08,3.24 +41977,0.55,Good,H,SI1,63.6,55.0,1263,5.23,5.18,3.31 +46212,0.51,Very Good,F,VS1,62.5,54.0,1751,5.13,5.15,3.21 +22131,1.54,Premium,I,VS1,61.6,58.0,10164,7.39,7.42,4.56 +10525,1.01,Premium,G,SI1,60.0,58.0,4805,6.55,6.51,3.92 +14707,0.3,Very Good,G,VS1,62.9,60.0,605,4.18,4.22,2.64 +35953,0.3,Ideal,F,SI1,61.9,57.0,475,4.31,4.35,2.68 +1373,0.85,Very Good,E,SI2,63.1,58.0,2966,6.02,6.0,3.79 +14499,1.23,Very Good,I,SI1,63.1,56.0,5855,6.91,6.79,4.32 +2481,0.7,Good,D,VS1,60.4,63.0,3193,5.68,5.74,3.45 +24218,2.01,Premium,J,SI2,62.8,58.0,12407,8.09,8.0,5.05 +26843,2.04,Premium,I,VS2,61.0,61.0,16768,8.14,8.08,4.95 +6446,1.01,Good,G,SI2,59.2,65.0,4047,6.35,6.41,3.78 +29866,0.3,Premium,D,VS2,61.0,58.0,710,4.32,4.34,2.64 +47071,0.52,Ideal,D,VS2,61.5,56.0,1822,5.15,5.19,3.18 +30154,0.32,Very Good,E,SI1,63.3,56.0,720,4.35,4.34,2.75 +51002,0.73,Very Good,F,SI1,59.3,61.0,2326,5.82,5.85,3.46 +30696,0.4,Ideal,E,SI1,62.7,57.0,737,4.69,4.72,2.95 +48537,0.46,Ideal,G,IF,61.1,56.0,1987,5.0,5.02,3.06 +25251,2.21,Premium,H,SI2,59.0,59.0,13872,8.51,8.46,5.01 +32614,0.3,Good,G,VS2,63.5,58.0,456,4.24,4.29,2.71 +12270,1.0,Good,H,VS2,56.9,63.0,5208,6.6,6.57,3.75 +7872,0.9,Good,F,VS2,63.6,59.0,4309,6.06,6.11,3.87 +1858,0.71,Ideal,F,VS1,62.0,57.0,3066,5.7,5.75,3.55 +47193,0.5,Premium,F,SI1,62.4,57.0,1838,5.13,5.1,3.19 +2770,0.71,Ideal,D,SI1,62.0,55.0,3252,5.71,5.76,3.56 +49248,0.73,Good,H,SI2,60.9,65.0,2085,5.86,5.69,3.51 +32024,0.31,Ideal,H,VVS2,61.3,56.0,778,4.37,4.4,2.69 +15248,1.04,Premium,G,VS2,62.2,58.0,6122,6.49,6.4,4.01 +49114,0.6,Good,E,VS1,58.1,63.0,2065,5.53,5.63,3.24 +24282,2.05,Very Good,G,SI1,63.4,58.0,12515,8.03,7.96,5.07 +12468,1.02,Premium,G,VS2,61.5,59.0,5250,6.4,6.45,3.95 +7562,0.93,Premium,E,SI2,60.5,57.0,4250,6.37,6.32,3.84 +28840,0.41,Ideal,D,SI2,62.3,57.0,683,4.75,4.78,2.97 +32085,0.33,Ideal,D,VS2,60.9,55.0,781,4.47,4.5,2.73 +20333,1.5,Good,H,VS1,64.3,57.0,8736,7.12,7.0,4.54 +32874,0.37,Ideal,G,VS1,61.0,55.0,810,4.66,4.68,2.85 +8228,1.0,Premium,I,VS2,61.6,59.0,4372,6.39,6.47,3.96 +46970,0.32,Ideal,I,VS1,61.4,55.3,529,4.39,4.42,2.7 +48455,0.55,Very Good,F,VS1,61.2,56.4,1975,5.28,5.33,3.25 +21504,1.2,Ideal,F,VS1,60.7,57.0,9596,6.89,6.85,4.17 +1444,0.8,Ideal,F,SI1,62.8,54.0,2975,5.9,5.97,3.74 +22439,1.53,Very Good,H,SI1,61.1,57.0,10468,7.44,7.45,4.55 +4252,0.71,Premium,F,IF,61.1,58.0,3578,5.8,5.72,3.52 +10415,0.9,Very Good,G,VS1,62.7,56.0,4780,6.1,6.14,3.84 +13793,1.01,Very Good,D,SI1,63.3,57.0,5622,6.33,6.37,4.02 +52319,0.33,Premium,F,SI1,60.9,59.0,550,4.42,4.45,2.7 +18478,1.05,Ideal,G,VS1,61.1,56.0,7523,6.54,6.59,4.01 +26582,2.09,Good,I,SI1,57.9,63.0,16294,8.37,8.46,4.87 +7339,0.91,Very Good,E,SI1,61.9,61.0,4211,6.1,6.12,3.78 +8419,1.21,Very Good,I,SI1,63.3,60.0,4404,6.76,6.69,4.26 +5847,1.0,Good,I,SI1,62.9,64.0,3920,6.27,6.23,3.93 +43166,0.42,Ideal,D,VVS2,62.1,55.0,1389,4.81,4.78,2.98 +41841,0.51,Ideal,G,SI1,61.5,55.5,1254,5.13,5.19,3.17 +40484,0.64,Good,J,SI2,64.7,54.0,1141,5.39,5.43,3.5 +46240,0.53,Premium,F,VS2,60.6,55.0,1753,5.26,5.23,3.18 +28177,0.3,Very Good,D,VS1,58.0,62.0,666,4.44,4.45,2.58 +20521,1.25,Very Good,E,VS2,61.6,57.0,8851,6.9,6.94,4.26 +35089,0.3,Ideal,F,IF,62.4,56.0,886,4.26,4.3,2.67 +32521,0.35,Premium,H,VVS1,59.9,59.0,798,4.57,4.61,2.75 +50996,0.31,Very Good,G,VS2,60.7,61.0,544,4.33,4.37,2.64 +21470,1.51,Ideal,H,SI1,62.4,57.0,9569,7.3,7.34,4.57 +30033,0.39,Good,H,VS2,63.1,58.0,718,4.63,4.66,2.93 +40062,0.53,Premium,H,SI2,62.5,60.0,1113,5.18,5.16,3.23 +12385,0.4,Ideal,J,VS2,62.3,55.0,598,4.72,4.75,2.95 +44095,0.52,Very Good,D,VS2,60.9,58.0,1555,5.22,5.16,3.16 +53743,0.74,Ideal,G,VS2,62.9,54.0,2723,5.81,5.78,3.64 +20212,1.5,Premium,H,SI2,62.3,60.0,8645,7.3,7.22,4.52 +36117,0.46,Very Good,D,SI1,62.2,58.0,927,4.92,4.98,3.08 +37160,0.32,Premium,D,VS2,60.3,60.0,972,4.44,4.42,2.67 +36107,0.42,Very Good,F,SI1,63.3,56.0,926,4.79,4.75,3.02 +36235,0.3,Ideal,D,VVS1,61.8,55.0,933,4.33,4.35,2.68 +8977,1.01,Ideal,E,SI2,61.5,55.0,4504,6.45,6.49,3.98 +12484,1.06,Ideal,D,SI2,62.3,55.0,5253,6.54,6.5,4.06 +8138,1.01,Very Good,F,SI2,63.4,56.0,4355,6.4,6.34,4.04 +52750,0.6,Premium,F,VVS2,61.1,58.0,2560,5.41,5.45,3.32 +2096,0.9,Very Good,G,SI2,60.1,60.0,3114,6.22,6.32,3.77 +2027,0.9,Ideal,J,VS2,59.8,56.0,3105,6.27,6.24,3.74 +46950,0.62,Very Good,G,VS2,63.2,55.0,1815,5.42,5.4,3.42 +891,0.7,Premium,G,VVS2,61.8,58.0,2874,5.67,5.63,3.49 +13789,1.0,Very Good,D,SI1,59.2,62.0,5621,6.49,6.54,3.86 +51864,0.74,Very Good,H,SI1,62.4,58.0,2426,5.71,5.76,3.58 +22763,1.51,Ideal,E,SI2,61.9,56.0,10781,7.36,7.31,4.54 +28108,0.36,Ideal,D,SI1,61.6,56.0,663,4.54,4.58,2.81 +42825,0.55,Premium,F,SI1,62.9,58.0,1354,5.26,5.23,3.3 +32729,0.31,Premium,F,VS2,62.0,60.0,802,4.34,4.3,2.68 +43045,0.51,Ideal,H,VS2,61.6,55.0,1375,5.16,5.19,3.19 +26822,1.51,Very Good,F,VVS2,61.4,58.0,16716,7.31,7.34,4.5 +9133,1.08,Ideal,H,SI2,60.4,57.0,4536,6.68,6.63,4.02 +15323,1.01,Very Good,G,VS1,62.8,58.0,6152,6.34,6.37,3.99 +42775,0.5,Good,E,VS2,63.3,64.0,1348,4.98,5.0,3.16 +48674,0.74,Very Good,J,VS2,60.8,58.0,2003,5.79,5.85,3.54 +5114,0.72,Ideal,F,VS1,60.5,56.0,3759,5.82,5.85,3.53 +17115,1.01,Ideal,G,VS2,60.6,57.0,6826,6.47,6.53,3.94 +25287,1.82,Premium,I,VS1,61.4,60.0,13939,7.83,7.8,4.8 +48122,0.56,Good,E,VS1,61.7,65.0,1938,5.21,5.23,3.22 +15468,1.21,Very Good,H,SI1,62.2,56.0,6194,6.75,6.79,4.21 +25053,1.58,Ideal,E,SI1,61.0,57.0,13557,7.55,7.5,4.59 +13559,1.2,Premium,D,SI2,62.6,57.0,5551,6.84,6.74,4.25 +48532,0.73,Very Good,G,SI2,62.6,56.0,1986,5.77,5.79,3.62 +41136,0.5,Very Good,G,SI1,60.0,63.0,1197,5.06,5.1,3.05 +14263,1.04,Premium,H,VS2,60.4,59.0,5777,6.66,6.51,3.98 +12856,1.11,Ideal,E,SI2,61.2,55.0,5358,6.72,6.68,4.1 +12194,1.01,Ideal,H,SI1,62.1,59.0,5189,6.38,6.43,3.98 +46682,0.7,Ideal,J,VVS2,62.7,56.0,1790,5.67,5.71,3.57 +9654,0.91,Ideal,F,SI2,61.7,56.0,4642,6.21,6.24,3.84 +38725,0.41,Ideal,H,VVS1,61.4,56.0,1043,4.77,4.8,2.94 +50081,0.51,Premium,D,VS1,60.0,58.0,2203,5.19,5.14,3.1 +41091,0.41,Ideal,F,VVS2,62.3,56.0,1192,4.77,4.73,2.96 +53490,0.7,Very Good,H,VVS1,63.5,58.0,2682,5.63,5.59,3.56 +13703,1.04,Good,G,VS2,61.4,65.0,5601,6.53,6.47,3.99 +32768,0.34,Premium,D,SI1,59.6,61.0,803,4.53,4.5,2.69 +9666,1.06,Ideal,J,VS2,62.4,54.0,4643,6.51,6.57,4.08 +22622,1.02,Very Good,E,VVS1,62.2,57.0,10672,6.4,6.59,4.04 +7438,0.93,Ideal,E,SI1,62.8,56.0,4229,6.24,6.19,3.9 +14684,1.29,Premium,H,SI2,60.1,58.0,5924,7.02,6.95,4.2 +9746,1.09,Premium,I,VS2,61.3,58.0,4659,6.63,6.58,4.05 +2254,0.75,Ideal,E,VS2,61.7,56.0,3150,5.86,5.84,3.61 +333,0.73,Ideal,E,SI1,60.6,54.0,2803,5.84,5.89,3.55 +34636,0.31,Ideal,E,VS2,61.9,55.0,872,4.39,4.36,2.71 +36299,0.34,Premium,E,SI2,61.7,58.0,477,4.5,4.54,2.79 +44088,0.5,Ideal,E,VS2,62.1,55.0,1554,5.11,5.13,3.18 +23250,1.7,Premium,I,VS2,61.7,59.0,11257,7.63,7.68,4.72 +28872,0.32,Premium,F,SI1,62.7,57.0,684,4.4,4.37,2.75 +22410,1.34,Premium,F,VS2,61.1,58.0,10431,7.12,7.05,4.33 +17334,1.04,Ideal,G,VS2,60.5,57.0,6955,6.56,6.62,3.99 +8958,1.02,Ideal,G,SI2,62.4,54.0,4501,6.39,6.47,4.02 +12182,1.23,Premium,H,SI1,62.1,58.0,5183,6.85,6.78,4.23 +17121,1.02,Very Good,D,VS2,63.7,55.0,6830,6.42,6.45,4.1 +11478,1.13,Very Good,F,SI2,59.1,59.0,5014,6.81,6.87,4.04 +8620,1.0,Good,I,VVS1,56.5,62.0,4445,6.58,6.55,3.71 +24315,1.73,Very Good,I,VS1,62.2,59.0,12559,7.62,7.65,4.75 +18757,1.21,Ideal,G,VS2,62.0,56.0,7666,6.77,6.87,4.23 +41465,0.41,Ideal,G,VVS1,62.0,56.0,1230,4.8,4.78,2.97 +19445,1.34,Ideal,H,VS2,62.1,57.0,8094,7.0,7.05,4.36 +49544,0.7,Good,F,SI1,63.1,56.0,2127,5.63,5.66,3.56 +21417,1.62,Good,I,VS1,59.6,65.0,9526,7.69,7.59,4.55 +15835,1.01,Good,E,VS2,63.7,56.0,6335,6.29,6.27,4.0 +48571,0.46,Very Good,D,VVS1,61.6,59.0,1993,4.92,4.97,3.05 +42467,0.5,Premium,E,SI1,62.3,58.0,1316,5.09,5.15,3.19 +17523,1.24,Very Good,H,SI1,60.8,60.0,7050,6.9,6.94,4.21 +17829,1.31,Very Good,H,SI1,60.3,58.0,7189,7.02,7.1,4.26 +4208,1.04,Fair,G,SI2,66.1,60.0,3564,6.32,6.23,4.15 +23027,0.3,Very Good,H,VVS1,61.0,55.0,631,4.35,4.39,2.66 +40757,0.4,Ideal,F,VVS2,62.4,57.0,1163,4.73,4.69,2.94 +25150,1.5,Good,G,VS1,63.8,58.0,13720,7.21,7.12,4.57 +43168,0.42,Ideal,D,VVS2,62.6,56.0,1389,4.79,4.77,2.99 +8048,0.25,Ideal,G,VVS1,62.6,56.0,582,4.01,4.05,2.52 +20039,0.3,Good,H,SI1,63.4,58.0,421,4.21,4.24,2.68 +12802,0.7,Ideal,E,VVS1,61.8,55.0,5338,5.69,5.73,3.53 +2633,0.7,Premium,D,VS1,61.6,60.0,3229,5.63,5.6,3.46 +41461,0.41,Premium,G,VVS1,60.0,59.0,1230,4.84,4.83,2.9 +52092,0.71,Very Good,D,SI2,63.3,55.0,2458,5.72,5.65,3.6 +42922,0.53,Fair,E,SI1,64.5,53.0,1363,5.16,5.15,3.33 +15307,1.24,Premium,G,SI1,58.9,58.0,6145,7.08,6.98,4.14 +9476,1.03,Premium,H,SI1,60.0,60.0,4603,6.41,6.4,4.02 +46316,0.3,Very Good,H,VS1,60.4,61.0,526,4.3,4.34,2.61 +34487,0.43,Premium,G,VS2,61.1,59.0,867,4.83,4.86,2.96 +236,0.7,Very Good,H,VVS1,60.5,60.0,2788,5.74,5.77,3.48 +8013,1.03,Fair,I,VS1,57.6,58.0,4328,6.67,6.58,3.81 +7074,0.33,Very Good,G,VS2,61.1,59.0,579,4.43,4.47,2.72 +12888,1.05,Premium,H,VS2,62.7,59.0,5370,6.43,6.49,4.05 +41230,0.4,Very Good,E,IF,62.9,58.0,1207,4.68,4.77,2.97 +3618,0.77,Premium,D,VS2,61.3,60.0,3428,5.92,5.89,3.62 +46491,0.51,Very Good,E,VS1,61.6,59.0,1778,5.1,5.12,3.15 +27825,0.34,Premium,D,SI2,60.6,60.0,650,4.53,4.48,2.73 +1228,0.75,Fair,E,VS2,56.0,67.0,2940,6.18,6.08,3.43 +28090,0.4,Good,E,SI1,64.2,57.0,662,4.66,4.68,3.0 +24676,1.23,Ideal,E,VVS2,59.9,57.0,13034,6.95,7.03,4.19 +27124,2.16,Premium,I,SI1,62.9,55.0,17313,8.28,8.2,5.18 +34741,0.32,Ideal,F,VS1,61.9,55.0,876,4.41,4.4,2.73 +10116,1.02,Premium,G,SI1,63.0,55.0,4718,6.45,6.4,4.05 +2145,0.52,Ideal,E,VVS1,61.8,55.0,3125,5.2,5.19,3.21 +10600,1.29,Fair,F,SI2,64.4,57.0,4824,6.85,6.79,4.39 +32185,0.42,Very Good,F,SI1,62.3,56.0,788,4.78,4.81,2.99 +42958,0.3,Premium,J,VS1,62.4,58.0,506,4.3,4.26,2.67 +51684,1.0,Fair,G,I1,64.9,56.0,2398,6.2,6.14,4.01 +42669,0.44,Ideal,E,VVS2,61.8,56.0,1334,4.93,4.88,3.03 +29653,0.35,Ideal,F,VS2,61.4,56.0,706,4.53,4.56,2.79 +24663,2.15,Ideal,I,SI1,60.9,56.0,13006,8.38,8.33,5.09 +26264,2.01,Ideal,I,VS2,66.7,56.0,15729,7.75,7.65,5.14 +47899,0.54,Ideal,G,VVS2,61.2,56.0,1914,5.25,5.28,3.22 +37737,0.37,Ideal,D,VVS2,61.6,54.0,997,4.61,4.64,2.85 +18922,1.01,Good,E,VVS2,64.3,58.0,7769,6.34,6.28,4.06 +28243,0.33,Premium,G,VS1,61.8,59.0,666,4.39,4.45,2.73 +44386,0.41,Ideal,D,VVS1,62.3,55.0,1582,4.78,4.75,2.97 +11041,0.33,Premium,E,SI2,59.7,58.0,594,4.53,4.48,2.69 +5987,0.8,Ideal,F,VS1,61.6,54.0,3953,5.95,5.99,3.68 +7386,0.33,Very Good,G,VS2,62.1,56.0,579,4.41,4.44,2.75 +46821,0.5,Ideal,D,VS2,61.2,55.0,1808,5.12,5.07,3.12 +13735,0.27,Very Good,F,VVS1,61.8,55.0,604,4.13,4.16,2.56 +36711,0.41,Ideal,I,IF,61.1,57.0,953,4.78,4.81,2.93 +39213,0.4,Very Good,E,VVS2,62.8,58.0,1066,4.68,4.71,2.95 +4610,0.9,Very Good,E,SI2,62.4,57.0,3662,6.13,6.17,3.84 +9558,1.1,Ideal,H,SI2,62.6,56.0,4620,6.65,6.57,4.14 +28504,0.29,Ideal,G,IF,61.3,55.0,673,4.25,4.28,2.61 +36153,0.33,Ideal,E,VS2,62.4,55.0,928,4.42,4.4,2.75 +46745,0.72,Fair,I,SI1,64.8,54.0,1799,5.69,5.67,3.68 +19006,1.26,Ideal,F,SI1,61.4,56.0,7824,6.99,6.93,4.27 +7006,1.0,Premium,F,SI2,59.4,62.0,4155,6.4,6.37,3.79 +35291,0.36,Premium,G,SI2,62.4,58.0,473,4.56,4.58,2.85 +21115,1.5,Good,E,SI2,63.5,59.0,9281,7.25,7.28,4.61 +4119,0.9,Premium,I,VS2,62.4,58.0,3539,6.16,6.22,3.86 +45094,0.6,Premium,G,SI1,61.9,61.0,1646,5.38,5.34,3.32 +31562,0.38,Very Good,G,VS2,59.2,60.0,766,4.7,4.73,2.79 +2955,0.83,Very Good,E,SI1,63.8,54.0,3295,5.96,6.04,3.83 +44201,0.51,Very Good,D,SI1,62.8,56.0,1569,5.07,5.09,3.19 +49827,0.56,Ideal,G,VVS2,60.7,56.0,2167,5.33,5.32,3.23 +44952,0.5,Good,D,VS2,63.7,56.0,1635,5.05,5.09,3.23 +48504,0.57,Ideal,D,VS1,61.8,55.0,1982,5.31,5.37,3.3 +34496,0.32,Ideal,F,VVS1,61.7,55.0,867,4.42,4.46,2.74 +15114,1.01,Very Good,F,SI1,62.9,57.0,6075,6.35,6.4,4.01 +36329,0.32,Premium,G,VVS2,62.0,55.0,936,4.42,4.39,2.73 +32830,0.33,Ideal,G,VVS1,60.9,56.7,806,4.47,4.49,2.73 +48107,0.5,Premium,G,VVS2,60.9,61.0,1935,5.13,5.11,3.12 +7644,0.9,Good,F,VS2,65.0,58.0,4268,6.03,6.06,3.93 +21698,0.34,Premium,I,VVS1,62.6,58.0,626,4.45,4.47,2.79 +53778,0.62,Premium,E,VVS2,60.7,60.0,2727,5.51,5.43,3.32 +23257,1.51,Very Good,H,VS1,63.2,60.0,11263,7.23,7.17,4.55 +25745,1.51,Premium,G,VS1,62.2,58.0,14674,7.35,7.29,4.55 +42005,0.51,Very Good,E,SI2,58.3,63.0,1265,5.21,5.26,3.05 +19778,1.02,Ideal,D,VS1,62.6,57.0,8347,6.4,6.44,4.02 +23432,1.53,Premium,G,SI1,62.3,58.0,11421,7.35,7.3,4.56 +19958,1.21,Very Good,F,VS2,61.6,58.0,8505,6.79,6.88,4.21 +14550,0.93,Ideal,G,IF,62.2,58.0,5879,6.25,6.22,3.88 +31389,0.37,Ideal,D,VS2,62.3,55.0,763,4.59,4.62,2.87 +34926,0.24,Good,F,VS1,58.3,61.0,373,4.09,4.14,2.4 +12699,0.3,Fair,F,SI1,64.6,56.0,599,4.27,4.25,2.75 +16274,1.29,Ideal,I,VS2,62.7,57.0,6509,6.97,6.91,4.35 +41027,0.41,Ideal,E,VVS2,61.5,55.0,1187,4.79,4.83,2.96 +1213,0.73,Very Good,F,VS2,62.7,58.0,2939,5.73,5.75,3.6 +32562,0.31,Ideal,E,VS1,62.0,55.0,800,4.35,4.38,2.7 +42234,0.46,Ideal,D,VS2,61.8,56.0,1291,4.93,4.97,3.06 +4619,0.91,Very Good,I,VS2,61.0,57.0,3664,6.2,6.26,3.8 +45134,0.53,Very Good,E,VS2,62.8,57.0,1653,5.16,5.19,3.25 +45212,0.51,Premium,E,VS2,62.5,59.0,1656,5.06,5.11,3.18 +26169,2.14,Premium,I,SI1,59.5,59.0,15499,8.42,8.36,4.99 +25169,1.51,Ideal,G,VS2,60.9,57.0,13752,7.39,7.46,4.52 +28227,0.33,Ideal,H,VVS2,60.9,57.0,666,4.48,4.52,2.74 +24273,1.53,Premium,E,SI1,62.6,57.0,12499,7.41,7.25,4.59 +3413,0.38,Ideal,F,SI2,60.9,56.0,568,4.69,4.74,2.87 +50464,0.72,Premium,E,SI1,62.1,58.0,2265,5.69,5.72,3.54 +47530,0.58,Premium,F,VS2,62.4,55.0,1869,5.38,5.36,3.35 +1481,0.8,Ideal,I,VS1,61.9,54.1,2986,5.92,5.98,3.69 +42095,0.51,Ideal,I,VVS2,61.6,54.0,1274,5.15,5.18,3.18 +6234,1.1,Premium,H,SI2,62.8,55.0,4004,6.68,6.57,4.16 +31140,0.41,Very Good,E,SI1,62.9,57.0,755,4.73,4.78,2.99 +53069,0.55,Ideal,E,VVS1,62.9,57.0,2609,5.25,5.21,3.29 +39581,0.5,Ideal,J,VS1,62.5,57.0,1082,5.06,5.09,3.17 +13481,1.01,Ideal,E,SI1,60.8,56.0,5534,6.48,6.51,3.95 +38734,0.4,Ideal,G,VVS1,62.4,54.0,1043,4.73,4.76,2.96 +21386,0.42,Very Good,I,SI1,61.2,60.0,626,4.78,4.82,2.94 +28753,0.31,Very Good,E,VS2,62.6,56.0,680,4.3,4.33,2.7 +1702,0.72,Ideal,G,VS1,62.4,59.0,3035,5.71,5.74,3.57 +29055,0.42,Very Good,G,SI1,60.6,62.0,687,4.82,4.85,2.93 +41252,0.38,Very Good,I,SI2,62.7,58.0,500,4.57,4.61,2.88 +19358,0.27,Very Good,E,VVS2,63.0,56.0,622,4.12,4.14,2.6 +1007,0.79,Ideal,G,SI1,62.3,57.0,2898,5.9,5.85,3.66 +33451,0.32,Ideal,G,VS1,62.0,56.0,828,4.39,4.35,2.71 +33804,0.4,Premium,F,VS2,61.0,58.0,842,4.72,4.79,2.9 +15741,1.0,Very Good,G,VS2,60.8,55.0,6296,6.46,6.49,3.94 +4304,1.01,Very Good,J,SI2,61.9,59.0,3592,6.34,6.38,3.94 +4593,1.07,Very Good,G,SI2,63.5,59.0,3655,6.52,6.46,4.12 +16294,1.0,Very Good,E,VS2,62.6,60.0,6518,6.35,6.4,3.99 +15367,0.3,Very Good,G,VS1,62.0,60.0,605,4.23,4.28,2.64 +29567,0.41,Ideal,E,SI1,61.4,57.0,705,4.78,4.8,2.94 +53459,0.8,Ideal,I,SI1,62.6,56.1,2677,5.87,5.92,3.7 +6241,0.9,Premium,D,SI2,62.9,56.0,4007,6.19,6.09,3.86 +41676,0.33,Ideal,F,IF,61.3,55.0,1240,4.47,4.5,2.75 +24775,1.5,Ideal,G,VS2,60.7,54.0,13135,7.41,7.48,4.53 +47415,0.57,Ideal,E,VS2,61.7,56.0,1851,5.34,5.36,3.3 +43476,0.52,Good,F,VS1,61.0,61.0,1419,5.22,5.17,3.17 +22943,1.04,Premium,D,VVS2,61.1,60.0,10984,6.54,6.51,3.99 +30866,0.33,Premium,G,VS2,62.6,58.0,743,4.44,4.41,2.77 +50093,0.57,Ideal,G,VVS2,61.7,56.0,2206,5.33,5.3,3.28 +44678,0.71,Premium,J,SI2,60.7,59.0,1609,5.75,5.71,3.48 +23791,1.71,Very Good,I,VS2,62.8,59.0,11850,7.52,7.58,4.74 +16620,1.0,Very Good,G,VS1,62.4,57.0,6642,6.38,6.41,3.99 +16858,1.43,Fair,I,VS1,50.8,60.0,6727,7.73,7.25,3.93 +33261,0.42,Premium,D,VS2,61.3,58.0,825,4.8,4.83,2.95 +7699,1.01,Fair,F,SI1,65.9,58.0,4276,6.16,6.1,4.04 +14723,0.3,Premium,H,VVS2,62.0,58.0,605,4.3,4.35,2.68 +12267,1.5,Good,H,SI2,64.0,61.0,5208,7.18,7.14,4.58 +44769,0.41,Ideal,F,IF,61.1,58.0,1621,4.82,4.84,2.95 +972,0.75,Ideal,F,VS2,62.5,57.0,2893,5.78,5.83,3.63 +28279,0.31,Very Good,J,SI1,62.7,59.0,363,4.29,4.32,2.7 +40395,0.47,Very Good,G,SI1,62.8,56.0,1133,4.96,4.93,3.11 +16149,1.09,Ideal,H,VS2,62.9,58.0,6453,6.56,6.51,4.11 +2786,0.91,Ideal,J,VS2,62.1,56.0,3256,6.18,6.22,3.85 +48322,0.23,Ideal,G,VVS1,60.8,57.0,536,3.96,3.99,2.41 +46515,0.51,Ideal,H,VS1,61.2,55.0,1780,5.17,5.19,3.17 +23288,2.01,Premium,I,SI2,63.0,56.0,11312,8.05,7.96,5.05 +36115,0.42,Premium,E,SI1,61.5,58.0,926,4.84,4.78,2.96 +3420,0.36,Premium,H,VS2,60.9,59.0,568,4.58,4.62,2.8 +49616,0.9,Fair,H,SI2,64.4,59.0,2138,6.03,5.99,3.87 +41441,0.61,Ideal,G,SI2,59.5,57.0,1228,5.55,5.51,3.29 +51632,0.31,Good,E,SI1,63.4,55.0,544,4.31,4.33,2.74 +31652,0.35,Premium,F,VS1,60.7,58.0,767,4.54,4.58,2.77 +6839,0.91,Premium,D,SI2,62.2,59.0,4123,6.19,6.23,3.86 +22597,1.23,Ideal,G,VVS2,60.8,57.0,10646,6.89,6.92,4.2 +20728,0.31,Ideal,F,VS2,61.3,57.0,625,4.3,4.34,2.65 +21255,1.2,Ideal,G,VVS2,62.2,55.0,9407,6.77,6.81,4.23 +9977,1.02,Very Good,H,SI1,63.5,56.0,4703,6.36,6.43,4.06 +19569,1.21,Premium,F,VS1,61.6,58.0,8196,6.88,6.82,4.22 +39210,0.54,Ideal,H,SI1,62.0,54.0,1065,5.23,5.28,3.26 +4695,1.01,Premium,H,SI2,60.3,59.0,3676,6.51,6.45,3.91 +41118,0.4,Ideal,F,VVS2,61.6,56.0,1196,4.73,4.77,2.93 +8504,0.91,Very Good,F,VS1,63.1,59.0,4423,6.19,6.14,3.89 +42137,0.43,Ideal,G,IF,61.6,57.0,1280,4.81,4.84,2.97 +53913,0.61,Premium,F,VVS1,61.8,59.0,2753,5.48,5.4,3.36 +20881,1.02,Premium,F,VVS2,62.9,59.0,9103,6.42,6.37,4.02 +34101,0.43,Very Good,G,VS2,62.4,56.0,852,4.84,4.87,3.02 +38415,0.39,Premium,D,VS2,61.4,60.0,1024,4.72,4.7,2.89 +49386,0.62,Premium,E,VS2,60.0,59.0,2102,5.58,5.56,3.34 +4289,0.97,Premium,D,SI2,60.4,61.0,3585,6.4,6.37,3.86 +52415,0.7,Premium,G,VS1,61.4,59.0,2512,5.59,5.74,3.51 +3888,0.98,Premium,F,SI2,62.3,56.0,3485,6.44,6.35,3.98 +32621,0.3,Ideal,I,VS1,62.5,54.0,457,4.3,4.34,2.7 +28440,0.39,Very Good,F,SI1,61.3,62.0,670,4.68,4.71,2.88 +18444,1.5,Ideal,J,VS2,60.0,57.0,7503,7.45,7.36,4.44 +11339,1.01,Very Good,F,SI1,63.3,59.0,4989,6.42,6.38,4.05 +28459,0.32,Very Good,G,VVS2,62.6,54.0,672,4.37,4.39,2.74 +15451,1.54,Ideal,G,I1,61.6,55.0,6186,7.4,7.43,4.57 +19089,1.53,Very Good,H,SI1,63.1,56.0,7862,7.32,7.27,4.6 +40769,0.5,Ideal,J,VS2,62.0,56.0,1166,5.08,5.12,3.16 +18464,1.54,Premium,I,SI1,61.8,57.0,7512,7.43,7.37,4.57 +24653,1.7,Premium,H,VS2,61.9,60.0,12992,7.61,7.57,4.7 +20943,1.5,Premium,E,SI2,60.8,59.0,9157,7.34,7.36,4.47 +30065,0.3,Ideal,D,VS1,62.0,57.0,720,4.27,4.31,2.66 +22577,1.5,Very Good,E,SI1,58.6,62.0,10626,7.43,7.46,4.36 +39405,0.41,Premium,G,VVS2,61.6,58.0,1076,4.8,4.74,2.94 +10077,0.31,Very Good,F,VS1,61.8,58.0,592,4.29,4.35,2.67 +23037,0.33,Ideal,D,SI2,61.1,57.0,631,4.5,4.47,2.74 +24973,1.2,Ideal,E,VVS1,61.6,57.0,13474,6.78,6.83,4.19 +41694,0.63,Good,F,SI2,64.2,56.0,1240,5.4,5.34,3.45 +2645,0.81,Ideal,E,VS2,60.4,57.0,3231,6.02,6.06,3.65 +15712,0.24,Very Good,F,VVS1,62.5,55.0,608,3.98,4.02,2.49 +15698,0.35,Ideal,F,SI1,61.5,54.0,607,4.57,4.6,2.82 +8980,1.01,Good,E,SI2,58.5,61.0,4506,6.51,6.55,3.82 +36758,0.38,Ideal,D,VS1,61.0,57.0,955,4.66,4.69,2.85 +21484,1.35,Premium,G,VS2,61.1,58.0,9580,7.16,7.12,4.36 +19564,1.52,Very Good,F,SI2,62.3,59.0,8192,7.33,7.37,4.58 +3774,0.82,Very Good,G,VS1,63.3,56.0,3460,5.96,5.98,3.78 +6049,0.32,Ideal,I,VS2,62.2,57.0,576,4.42,4.39,2.74 +36333,0.32,Premium,G,VVS2,61.6,60.0,936,4.4,4.37,2.7 +32602,0.31,Premium,F,VS2,61.2,58.0,802,4.37,4.35,2.67 +381,0.7,Good,F,VS1,62.8,61.0,2810,5.57,5.61,3.51 +35976,0.42,Very Good,F,VS1,59.8,57.0,921,4.85,4.89,2.91 +45994,0.5,Ideal,E,VS1,62.2,57.0,1724,5.13,5.1,3.18 +16927,1.3,Very Good,H,SI1,62.3,58.0,6758,6.97,7.03,4.36 +13370,0.24,Very Good,E,VS1,59.8,58.0,419,4.02,4.11,2.43 +17017,1.52,Ideal,H,I1,61.6,56.0,6793,7.75,7.73,4.77 +33232,0.39,Premium,F,SI1,60.1,59.0,823,4.77,4.74,2.86 +36875,0.42,Very Good,E,VS2,61.9,59.0,958,4.75,4.81,2.96 +44403,0.66,Ideal,E,SI2,62.4,56.0,1584,5.61,5.55,3.48 +420,0.26,Ideal,E,VS1,61.5,57.0,556,4.09,4.12,2.52 +14043,0.26,Ideal,G,VVS1,62.4,56.0,605,4.11,4.14,2.57 +48734,0.52,Ideal,G,VVS2,62.3,55.0,2012,5.16,5.12,3.2 +11127,1.0,Ideal,F,SI1,60.0,57.0,4939,6.45,6.41,3.86 +977,0.82,Premium,G,SI1,59.9,59.0,2893,6.09,6.06,3.64 +46161,0.5,Ideal,E,VS2,61.6,55.0,1746,5.14,5.09,3.15 +35393,0.41,Ideal,H,VVS2,62.5,56.0,899,4.74,4.77,2.97 +38646,0.33,Ideal,F,VVS2,61.4,56.0,1040,4.49,4.44,2.74 +29816,0.3,Premium,D,SI1,62.7,60.0,709,4.26,4.23,2.66 +39925,0.42,Premium,E,VS1,59.5,59.0,1105,4.86,4.88,2.9 +26212,1.59,Premium,F,VS2,60.2,60.0,15602,7.62,7.59,4.58 +17184,1.21,Good,E,SI1,63.6,58.0,6861,6.65,6.77,4.27 +293,0.51,Ideal,D,VVS1,61.7,56.0,2797,5.12,5.16,3.17 +40804,0.41,Good,E,VVS1,60.4,61.0,1169,4.76,4.81,2.89 +43951,0.31,Premium,F,SI1,62.7,58.0,516,4.31,4.33,2.71 +28649,0.31,Very Good,E,SI2,60.8,61.0,435,4.39,4.43,2.68 +27568,2.01,Good,G,SI1,60.1,61.0,18374,8.04,8.12,4.86 +23374,0.33,Premium,D,SI2,62.1,58.0,631,4.43,4.4,2.74 +45712,0.56,Premium,G,VS2,60.9,58.0,1698,5.36,5.34,3.26 +51566,0.7,Very Good,I,VVS1,61.6,58.0,2390,5.69,5.71,3.51 +4781,0.97,Ideal,H,SI2,61.6,55.0,3694,6.37,6.32,3.91 +38493,0.42,Premium,F,VS1,61.2,58.0,1031,4.82,4.86,2.96 +6961,1.21,Fair,J,SI1,65.3,60.0,4147,6.6,6.51,4.28 +42848,0.41,Premium,F,VVS1,61.8,59.0,1356,4.77,4.74,2.94 +14528,1.01,Premium,G,VS2,60.2,59.0,5864,6.55,6.48,3.92 +42023,0.52,Very Good,F,SI1,63.7,58.0,1267,5.11,5.13,3.26 +35440,0.32,Ideal,E,VS2,62.2,56.0,900,4.41,4.37,2.73 +19738,1.21,Premium,G,VS1,59.5,58.0,8305,6.97,7.01,4.16 +42879,0.53,Very Good,F,SI1,61.6,57.0,1359,5.16,5.23,3.2 +28844,0.41,Very Good,H,SI1,62.9,55.0,683,4.75,4.82,3.01 +9310,1.01,Very Good,E,SI2,62.2,58.0,4575,6.36,6.43,3.98 +34593,0.34,Ideal,I,SI1,61.9,56.0,469,4.47,4.5,2.77 +30213,0.33,Ideal,E,VS2,62.1,56.0,723,4.43,4.46,2.76 +30107,0.32,Premium,G,VS2,61.0,59.0,720,4.46,4.42,2.71 +32224,0.31,Ideal,G,VVS1,60.2,58.0,789,4.37,4.4,2.64 +11268,1.02,Ideal,D,SI2,58.9,61.0,4971,6.56,6.62,3.88 +2249,1.03,Good,J,SI2,64.1,62.0,3149,6.37,6.33,4.07 +5502,0.74,Ideal,F,VS1,61.7,56.0,3845,5.79,5.87,3.6 +46385,0.57,Premium,E,VS2,62.0,58.0,1763,5.38,5.33,3.32 +41506,0.5,Fair,G,VS1,66.5,58.0,1234,4.99,4.9,3.29 +46985,0.59,Ideal,D,SI1,61.8,56.0,1816,5.37,5.4,3.33 +43735,0.51,Very Good,E,SI1,62.3,58.0,1438,5.05,5.12,3.17 +20669,1.14,Ideal,F,VS1,61.1,55.0,8953,6.74,6.78,4.13 +24381,0.32,Fair,F,SI1,64.4,54.0,638,4.36,4.33,2.8 +42865,0.52,Good,F,SI1,63.6,62.0,1357,5.07,4.96,3.2 +11670,0.76,Ideal,E,VVS1,62.2,55.0,5056,5.86,5.82,3.63 +50442,0.7,Very Good,E,SI2,62.6,55.0,2263,5.62,5.69,3.54 +41357,0.38,Ideal,F,IF,62.2,54.0,1218,4.65,4.68,2.9 +39184,0.35,Ideal,D,VS2,62.4,55.0,1063,4.52,4.48,2.81 +45076,0.52,Ideal,E,VS2,61.3,55.0,1644,5.19,5.22,3.19 +52902,0.72,Ideal,I,VS1,61.4,58.0,2586,5.73,5.76,3.53 +27020,1.5,Very Good,D,VS2,62.4,57.0,17153,7.2,7.25,4.51 +25832,1.66,Ideal,H,IF,61.5,57.0,14859,7.62,7.59,4.68 +28933,0.3,Premium,G,VVS2,61.0,60.0,684,4.3,4.32,2.63 +46119,0.52,Ideal,G,VS1,62.1,54.0,1743,5.17,5.14,3.2 +30671,0.4,Very Good,F,SI1,62.0,56.0,737,4.72,4.77,2.94 +35462,0.31,Ideal,F,IF,60.1,59.0,901,4.38,4.41,2.64 +32065,0.33,Premium,D,SI1,60.1,59.0,780,4.49,4.46,2.69 +15587,1.5,Premium,H,SI2,61.1,59.0,6250,7.41,7.35,4.51 +36845,0.37,Premium,F,VS2,59.8,59.0,957,4.66,4.63,2.78 +12617,1.12,Premium,H,SI1,61.9,59.0,5291,6.66,6.52,4.08 +3867,0.9,Premium,I,VS2,61.6,58.0,3478,6.15,6.09,3.77 +10735,0.33,Ideal,I,VS2,61.5,57.0,594,4.49,4.42,2.74 +20488,1.5,Premium,I,VS2,62.9,58.0,8820,7.17,7.08,4.48 +9664,0.9,Very Good,E,VS2,63.0,57.0,4643,6.07,6.15,3.85 +49753,0.56,Ideal,H,IF,61.3,55.0,2157,5.31,5.33,3.26 +39121,0.41,Premium,G,VS2,61.0,56.0,1061,4.83,4.81,2.94 +38400,0.35,Premium,H,VVS1,59.9,59.0,1024,4.61,4.57,2.75 +32915,0.42,Very Good,D,SI1,62.8,58.0,810,4.76,4.79,3.0 +27322,2.01,Ideal,E,SI2,62.2,57.0,17849,8.09,8.04,5.02 +53318,0.71,Ideal,E,SI1,62.9,57.0,2651,5.67,5.72,3.58 +16214,1.01,Very Good,E,VS2,63.1,56.0,6480,6.34,6.4,4.02 +20402,1.31,Premium,E,SI1,62.4,58.0,8767,7.03,6.95,4.36 +27079,1.71,Ideal,G,VS1,61.4,57.0,17204,7.72,7.65,4.72 +43763,0.53,Ideal,G,SI1,61.0,55.0,1439,5.23,5.26,3.2 +9851,0.9,Premium,E,SI1,62.8,58.0,4677,6.13,6.09,3.84 +42485,0.53,Premium,D,SI2,59.3,61.0,1318,5.29,5.26,3.13 +4023,0.72,Ideal,D,VS1,61.6,56.0,3522,5.73,5.8,3.55 +36176,0.51,Very Good,J,SI1,62.6,59.0,930,5.06,5.1,3.18 +14843,1.24,Ideal,I,SI1,62.4,57.0,5976,6.89,6.87,4.29 +5463,1.0,Fair,G,SI1,68.9,56.0,3833,6.16,6.11,4.23 +15321,1.23,Premium,H,VS2,58.5,62.0,6150,7.0,6.98,4.09 +3366,0.25,Very Good,G,VS2,61.9,57.0,407,4.05,4.08,2.51 +8693,1.02,Premium,F,SI2,62.5,60.0,4459,6.36,6.43,4.0 +16677,1.01,Very Good,E,VS2,62.9,58.0,6666,6.36,6.39,4.01 +1062,0.31,Premium,H,SI1,58.7,60.0,558,4.47,4.43,2.61 +38009,0.42,Premium,H,SI1,60.5,58.0,1008,4.85,4.83,2.93 +51336,0.71,Premium,I,VS2,62.9,60.0,2362,5.66,5.62,3.55 +778,0.75,Fair,F,VS1,55.8,70.0,2859,6.09,5.98,3.37 +51841,0.71,Very Good,H,VS1,62.6,58.0,2423,5.72,5.75,3.59 +244,0.77,Good,F,SI1,64.2,52.0,2789,5.81,5.77,3.72 +26032,0.32,Ideal,G,VS1,61.3,57.0,645,4.37,4.4,2.69 +42676,0.53,Ideal,F,SI2,60.3,56.0,1335,5.25,5.3,3.18 +30341,0.5,Fair,G,I1,64.9,57.0,727,5.01,4.97,3.24 +38275,0.21,Premium,E,VS2,60.5,59.0,386,3.87,3.83,2.33 +18658,1.22,Ideal,H,VS2,62.0,58.0,7623,6.81,6.86,4.24 +49122,0.7,Very Good,H,SI1,62.4,59.0,2066,5.63,5.75,3.55 +42476,0.51,Very Good,E,SI1,62.2,55.0,1318,5.09,5.11,3.17 +45393,0.54,Very Good,D,SI1,63.2,55.0,1667,5.21,5.17,3.28 +16084,1.29,Ideal,H,SI1,62.6,56.0,6424,6.96,6.93,4.35 +10931,1.05,Very Good,I,VS2,63.2,56.0,4895,6.47,6.51,4.1 +145,0.71,Ideal,D,SI2,61.6,55.0,2767,5.74,5.76,3.54 +16765,1.2,Ideal,H,SI1,61.3,57.0,6675,6.81,6.85,4.19 +19223,1.3,Very Good,E,SI1,59.1,60.0,7963,7.12,7.17,4.22 +49799,0.73,Ideal,F,SI2,59.6,56.0,2164,5.89,5.85,3.5 +15576,1.0,Good,E,VS2,62.4,58.0,6248,6.33,6.4,3.97 +16465,1.28,Premium,H,SI1,62.7,58.0,6580,6.88,6.94,4.33 +14400,0.3,Premium,F,VS2,62.2,60.0,605,4.22,4.27,2.64 +35854,0.32,Ideal,E,VVS1,61.7,55.0,917,4.39,4.43,2.72 +48869,0.78,Very Good,J,SI1,59.4,62.0,2035,6.01,6.05,3.58 +14082,1.01,Very Good,F,SI1,63.5,57.0,5713,6.38,6.31,4.03 +7972,0.9,Very Good,H,VS1,62.2,57.0,4324,6.1,6.15,3.81 +31047,0.34,Premium,D,SI1,62.0,58.0,750,4.47,4.43,2.76 +52508,0.7,Very Good,G,VS2,60.0,58.0,2527,5.73,5.77,3.45 +21244,1.54,Ideal,H,SI1,61.1,56.0,9391,7.47,7.42,4.56 +51951,0.7,Premium,E,SI2,60.6,58.0,2442,5.78,5.73,3.49 +48278,0.53,Ideal,D,VS2,62.2,56.0,1956,5.19,5.16,3.22 +23221,1.7,Ideal,I,SI1,62.4,56.0,11228,7.68,7.64,4.78 +7188,0.96,Very Good,I,VS2,59.6,59.0,4187,6.36,6.42,3.81 +35134,0.41,Very Good,D,VS2,62.5,60.0,889,4.72,4.75,2.96 +50406,0.73,Premium,E,SI2,62.2,55.0,2256,5.81,5.71,3.58 +11513,1.03,Ideal,D,SI2,62.5,55.0,5021,6.41,6.48,4.03 +5461,1.0,Fair,G,SI1,68.2,60.0,3833,6.02,5.94,4.08 +45133,0.54,Very Good,F,VS1,60.0,59.0,1653,5.26,5.32,3.17 +43759,0.41,Ideal,F,IF,61.6,56.0,1439,4.79,4.82,2.96 +18994,1.5,Fair,J,VS1,60.1,61.0,7819,7.25,7.3,4.37 +27632,2.32,Ideal,G,SI2,61.0,58.0,18532,8.5,8.54,5.2 +39749,0.5,Ideal,F,SI2,60.9,57.0,1094,5.15,5.1,3.12 +13363,0.24,Very Good,F,VS2,59.6,58.0,419,4.08,4.11,2.44 +12261,1.07,Ideal,I,VS1,62.0,57.0,5207,6.5,6.56,4.05 +36944,0.35,Ideal,J,VS1,61.5,56.0,478,4.56,4.58,2.81 +22105,1.04,Very Good,D,VVS2,60.8,58.0,10130,6.49,6.53,3.96 +32604,0.31,Premium,F,VS2,59.7,60.0,802,4.42,4.39,2.63 +31294,0.32,Ideal,E,VS1,61.6,57.0,758,4.35,4.39,2.69 +3235,0.9,Very Good,G,SI2,63.1,59.0,3353,6.11,6.16,3.87 +9356,1.02,Ideal,E,SI2,62.7,57.0,4585,6.35,6.44,4.01 +24796,1.55,Ideal,E,SI1,61.5,56.0,13171,7.36,7.4,4.54 +37113,0.38,Very Good,G,VVS1,59.9,56.0,970,4.73,4.75,2.84 +2659,0.7,Very Good,G,VVS2,60.0,60.0,3235,5.78,5.85,3.49 +13234,1.22,Premium,I,SI1,59.0,61.0,5466,7.02,6.98,4.13 +46625,0.3,Premium,H,VS1,62.2,60.0,526,4.23,4.29,2.65 +29584,0.41,Good,E,SI1,63.6,56.0,705,4.7,4.73,3.0 +25531,2.02,Premium,I,SI2,61.7,58.0,14350,8.07,8.0,4.96 +19736,1.55,Ideal,J,SI1,62.4,57.0,8301,7.5,7.45,4.67 +34859,0.3,Good,G,VVS2,63.6,57.0,878,4.3,4.26,2.72 +13772,1.05,Very Good,H,VS2,63.3,56.0,5614,6.48,6.41,4.08 +17956,1.02,Very Good,F,VS1,61.9,59.0,7257,6.38,6.44,3.97 +23527,1.56,Ideal,H,VS2,61.5,56.0,11531,7.46,7.5,4.6 +44589,0.59,Ideal,E,SI1,62.0,57.0,1607,5.36,5.39,3.33 +43815,0.51,Ideal,E,SI1,62.4,55.0,1443,5.14,5.09,3.19 +19023,0.27,Ideal,E,VVS2,60.5,57.0,620,4.18,4.25,2.55 +43235,0.5,Fair,E,VS2,65.4,57.0,1397,5.01,4.81,3.21 +51000,0.31,Good,E,VS2,63.4,55.0,544,4.32,4.35,2.75 +45419,0.55,Ideal,E,SI1,61.7,57.0,1668,5.27,5.23,3.24 +9306,1.0,Very Good,H,SI1,62.4,58.0,4574,6.37,6.42,3.99 +23340,1.01,Premium,E,IF,62.6,58.0,11387,6.37,6.44,4.01 +51238,0.7,Ideal,I,VVS2,62.3,55.0,2353,5.66,5.7,3.54 +28772,0.33,Very Good,D,VS2,62.5,59.0,681,4.39,4.41,2.75 +12202,1.18,Premium,G,SI2,62.5,54.0,5190,6.81,6.78,4.25 +15535,1.05,Very Good,E,SI1,59.7,57.0,6224,6.63,6.71,3.98 +36109,0.42,Very Good,F,SI1,63.1,56.0,926,4.82,4.79,3.03 +47256,0.51,Very Good,G,VVS2,63.5,56.0,1842,5.11,5.07,3.23 +51903,0.53,Ideal,E,VVS2,61.8,55.0,2433,5.16,5.19,3.2 +48549,0.74,Good,H,VS2,59.2,64.0,1989,5.79,5.66,3.4 +47773,0.51,Good,G,VVS2,63.7,54.0,1895,5.1,5.08,3.24 +25847,1.51,Very Good,E,VS1,63.2,58.0,14904,7.24,7.16,4.55 +24949,1.7,Premium,G,SI1,62.1,57.0,13417,7.61,7.55,4.71 +51958,0.79,Ideal,I,SI1,61.6,57.0,2442,5.94,6.0,3.68 +12377,0.26,Good,E,VVS1,59.4,61.0,597,4.13,4.15,2.46 +4210,0.72,Premium,E,VVS1,62.9,59.0,3566,5.75,5.67,3.59 +8892,1.17,Ideal,I,SI2,62.2,56.0,4488,6.72,6.79,4.2 +33073,0.32,Ideal,H,IF,62.2,54.0,814,4.37,4.41,2.73 +5959,0.9,Good,F,SI1,63.3,60.0,3950,6.09,6.11,3.86 +44633,0.57,Ideal,I,VVS1,61.7,56.0,1608,5.31,5.35,3.29 +8882,0.9,Good,G,VVS2,62.6,63.0,4485,6.1,6.14,3.83 +6780,1.09,Very Good,F,SI2,58.5,59.0,4113,6.75,6.8,3.96 +18543,1.47,Premium,G,SI2,61.8,58.0,7557,7.28,7.22,4.48 +35161,0.4,Good,D,VS2,63.5,55.0,891,4.66,4.69,2.97 +13401,0.32,Ideal,F,VS2,62.4,57.0,602,4.37,4.44,2.75 +5779,0.7,Ideal,E,VVS2,62.6,54.0,3901,5.65,5.7,3.55 +311,0.83,Very Good,H,SI1,62.5,59.0,2800,5.95,6.02,3.74 +45718,0.56,Ideal,E,SI1,60.9,56.0,1698,5.35,5.32,3.25 +26841,1.54,Very Good,D,VS1,59.1,59.0,16750,7.51,7.55,4.45 +36213,0.36,Premium,G,VS1,61.7,59.0,932,4.59,4.55,2.82 +11391,0.34,Ideal,E,SI1,62.3,57.0,596,4.48,4.51,2.8 +42122,0.4,Ideal,D,VVS1,62.8,57.0,1279,4.65,4.68,2.93 +19397,1.16,Ideal,G,VS2,62.5,55.0,8061,6.75,6.69,4.2 +16443,1.21,Very Good,H,SI1,63.5,60.0,6566,6.65,6.61,4.21 +20587,1.28,Very Good,G,VS1,59.2,57.0,8895,7.05,7.13,4.2 +6176,0.9,Ideal,F,SI1,62.4,56.0,3992,6.22,6.18,3.87 +20637,1.24,Very Good,F,VS2,59.6,59.0,8929,7.0,7.07,4.19 +21099,1.73,Premium,J,SI1,60.7,58.0,9271,7.78,7.73,4.71 +14712,0.3,Ideal,F,VS2,61.3,55.0,605,4.3,4.32,2.64 +6878,1.01,Premium,I,SI1,59.9,59.0,4129,6.46,6.42,3.86 +23399,0.36,Ideal,E,SI1,62.0,57.0,631,4.53,4.57,2.82 +50371,0.7,Ideal,I,VS2,61.2,55.0,2249,5.75,5.77,3.53 +3243,0.7,Ideal,G,VVS1,61.9,58.0,3354,5.67,5.74,3.53 +43576,0.41,Ideal,E,VVS1,60.9,55.0,1431,4.83,4.8,2.93 +6237,0.9,Ideal,H,VS2,62.6,57.0,4007,6.19,6.15,3.86 +11469,1.13,Premium,E,SI1,62.7,57.0,5012,6.65,6.62,4.16 +52836,0.71,Very Good,G,VS2,63.1,54.0,2574,5.64,5.7,3.58 +4764,0.9,Good,D,SI1,64.1,56.0,3689,6.07,6.04,3.88 +49952,0.3,Premium,H,SI1,61.6,62.0,540,4.3,4.24,2.63 +4987,1.0,Good,H,SI2,63.2,60.0,3740,6.27,6.3,3.97 +2988,0.72,Ideal,E,VS2,60.9,56.0,3301,5.81,5.84,3.55 +38923,0.51,Premium,F,SI2,58.1,59.0,1052,5.26,5.24,3.05 +9535,1.01,Very Good,F,SI1,63.0,58.0,4619,6.31,6.39,4.0 +34213,0.33,Ideal,D,VS2,60.3,55.0,855,4.52,4.5,2.72 +9253,1.01,Ideal,G,SI2,61.6,54.0,4560,6.4,6.45,3.96 +762,0.71,Premium,E,VS2,61.0,60.0,2858,5.76,5.69,3.49 +16419,1.17,Ideal,H,VS2,62.4,58.0,6558,6.73,6.71,4.19 +49796,0.7,Ideal,I,VS1,62.7,57.0,2163,5.63,5.67,3.54 +53011,0.7,Ideal,F,SI1,62.1,56.0,2596,5.67,5.65,3.51 +13381,0.3,Ideal,F,VS2,62.0,53.7,601,4.31,4.33,2.68 +20869,1.41,Good,H,VS2,63.8,60.0,9088,7.04,7.12,4.52 +34693,0.3,Ideal,F,IF,59.8,58.0,873,4.37,4.46,2.64 +47652,0.23,Ideal,E,VVS2,62.8,57.0,530,3.91,3.96,2.47 +27935,0.32,Ideal,H,SI1,61.2,56.0,430,4.43,4.46,2.72 +16987,1.02,Very Good,D,VS2,59.8,61.0,6785,6.54,6.61,3.93 +35119,0.38,Good,I,IF,56.6,59.0,886,4.82,4.87,2.74 +49542,0.72,Very Good,F,SI2,58.5,60.0,2126,5.86,5.93,3.45 +45340,0.57,Ideal,G,SI1,62.0,55.0,1662,5.35,5.32,3.31 +29365,0.31,Premium,G,VS2,62.2,59.0,698,4.35,4.3,2.69 +6881,1.08,Ideal,I,SI2,62.3,57.0,4130,6.56,6.61,4.1 +9537,1.01,Very Good,F,SI1,61.9,57.0,4619,6.37,6.42,3.96 +28030,0.3,Ideal,E,VS2,61.5,55.0,658,4.29,4.33,2.65 +42178,0.43,Ideal,G,IF,61.7,57.0,1286,4.83,4.86,2.99 +30030,0.35,Premium,E,VS1,62.2,58.0,718,4.47,4.5,2.79 +47864,0.59,Good,G,VS1,60.4,61.2,1910,5.38,5.43,3.26 +30059,0.41,Ideal,G,SI1,62.6,54.0,719,4.74,4.78,2.98 +31082,0.33,Premium,H,VVS1,61.4,59.0,752,4.42,4.44,2.72 +19216,1.25,Very Good,F,SI1,61.4,56.0,7956,6.91,6.94,4.25 +9102,0.93,Very Good,D,SI1,60.8,59.0,4527,6.24,6.27,3.8 +50369,0.71,Premium,H,VS2,62.0,54.0,2249,5.73,5.69,3.54 +23649,1.51,Ideal,H,VS1,62.6,56.0,11686,7.32,7.28,4.57 +19365,0.27,Very Good,E,VVS2,59.0,59.0,622,4.24,4.27,2.51 +51656,0.3,Ideal,G,VS2,61.8,54.0,545,4.34,4.37,2.69 +12809,1.0,Very Good,D,SI1,62.3,59.0,5342,6.26,6.29,3.91 +4641,0.9,Good,G,SI1,57.7,65.0,3669,6.25,6.29,3.62 +41189,0.51,Premium,H,VS2,60.9,60.0,1202,5.19,5.16,3.15 +12567,1.02,Premium,E,SI1,61.5,58.0,5278,6.51,6.46,3.99 +49053,0.73,Very Good,G,SI2,62.2,58.0,2057,5.71,5.77,3.57 +48643,0.31,Ideal,I,SI1,62.5,56.0,537,4.35,4.29,2.7 +24022,1.5,Very Good,G,VS2,61.2,61.0,12196,7.29,7.34,4.48 +52095,0.74,Very Good,I,VS2,60.9,56.0,2459,5.83,5.86,3.56 +17867,1.32,Ideal,I,VS2,60.8,57.0,7209,7.07,7.02,4.28 +51404,0.7,Fair,F,VS2,65.5,57.0,2369,5.55,5.41,3.59 +48777,0.55,Ideal,D,VS1,61.5,56.0,2020,5.28,5.26,3.24 +30984,0.37,Good,G,VS1,63.1,56.0,746,4.57,4.59,2.89 +49996,0.61,Premium,G,VS1,62.7,57.0,2192,5.43,5.36,3.38 +44355,0.56,Very Good,G,VS2,60.9,58.0,1580,5.34,5.36,3.26 +29661,0.35,Premium,F,VS2,61.5,59.0,706,4.53,4.55,2.79 +18129,1.41,Very Good,H,SI2,58.5,57.0,7339,7.36,7.44,4.33 +28209,0.4,Good,I,VS2,63.8,54.0,666,4.68,4.72,3.0 +53425,0.54,Ideal,D,VVS2,61.3,56.0,2671,5.22,5.26,3.21 +7203,0.9,Good,E,SI1,57.9,60.0,4190,6.3,6.34,3.66 +24893,2.0,Ideal,H,SI1,62.9,56.0,13320,8.06,7.97,5.04 +17793,1.33,Premium,H,SI1,61.9,58.0,7171,6.98,7.04,4.34 +18836,1.13,Premium,G,VS1,61.6,58.0,7720,6.76,6.68,4.14 +46566,0.53,Ideal,D,VS2,60.9,57.0,1783,5.17,5.24,3.17 +41765,0.44,Ideal,I,VS1,61.4,55.0,1245,4.89,4.92,3.01 +26833,2.01,Premium,H,SI1,61.5,53.0,16733,8.13,8.03,4.97 +44085,0.6,Very Good,G,SI1,61.1,57.0,1554,5.36,5.47,3.31 +38690,0.37,Ideal,E,VS2,62.0,57.0,1041,4.63,4.6,2.86 +50609,0.61,Ideal,G,VS2,61.6,55.0,2286,5.46,5.48,3.37 +18752,1.01,Premium,G,VVS2,60.5,60.0,7665,6.58,6.51,3.96 +41997,0.43,Ideal,D,VS1,61.6,56.0,1264,4.86,4.85,2.99 +41509,0.5,Very Good,E,SI2,61.6,58.0,1235,5.08,5.11,3.14 +9876,1.01,Very Good,H,SI1,59.8,61.0,4680,6.54,6.51,3.9 +29192,0.4,Ideal,F,SI1,62.0,54.0,694,4.76,4.79,2.96 +30623,0.3,Very Good,G,SI1,62.9,59.0,447,4.24,4.28,2.68 +30595,0.31,Ideal,D,VS2,62.0,55.0,734,4.36,4.38,2.71 +44442,0.57,Premium,E,SI1,62.2,55.0,1590,5.36,5.31,3.32 +50037,0.71,Very Good,F,SI1,63.3,60.0,2198,5.61,5.54,3.53 +19961,1.23,Ideal,H,VVS2,61.6,57.0,8509,6.87,6.92,4.25 +25246,2.03,Very Good,D,SI2,63.1,58.0,13858,8.02,7.98,5.05 +41564,0.51,Fair,E,SI1,64.8,58.0,1237,5.07,5.02,3.27 +33888,0.3,Ideal,E,VS2,61.8,56.0,844,4.32,4.29,2.66 +39673,0.42,Premium,G,VS2,60.6,59.0,1087,4.85,4.78,2.92 +28331,0.33,Ideal,F,VS2,61.6,55.0,666,4.45,4.48,2.75 +44164,0.5,Ideal,F,VS2,61.1,58.0,1565,5.1,5.13,3.13 +16802,1.28,Premium,H,SI1,59.9,59.0,6701,7.08,7.05,4.23 +14026,1.06,Ideal,I,VS1,61.1,56.0,5702,6.59,6.61,4.03 +32489,0.32,Ideal,G,VVS1,62.3,56.0,796,4.38,4.41,2.73 +28835,0.41,Ideal,E,SI2,60.7,57.0,683,4.81,4.85,2.93 +25781,2.06,Fair,J,VS1,64.6,58.0,14750,7.91,8.04,5.15 +39715,0.44,Very Good,E,VS1,59.7,59.0,1090,4.94,5.01,2.97 +25130,1.7,Ideal,H,VS2,62.4,57.0,13681,7.61,7.56,4.73 +6250,0.9,Very Good,F,SI1,63.0,61.0,4009,6.09,6.14,3.85 +6732,0.25,Premium,H,VVS1,62.7,60.0,577,4.03,3.98,2.51 +38248,0.32,Ideal,E,IF,62.3,53.0,1018,4.39,4.41,2.74 +12585,1.11,Premium,G,SI1,60.1,60.0,5281,6.73,6.68,4.03 +10345,1.01,Premium,H,VS2,62.4,58.0,4769,6.42,6.36,3.99 +45696,0.54,Very Good,G,VS1,63.6,56.0,1698,5.17,5.24,3.31 +9829,1.01,Good,G,SI1,63.6,57.0,4672,6.37,6.33,4.04 +20830,1.11,Ideal,F,VS2,61.8,56.0,9057,6.66,6.7,4.13 +16817,1.21,Good,E,SI1,64.2,58.0,6708,6.65,6.59,4.25 +8253,0.93,Good,G,SI1,63.8,58.0,4375,6.14,6.09,3.9 +21938,1.6,Ideal,J,VS1,62.0,53.0,10011,7.57,7.56,4.69 +2038,0.7,Very Good,E,VS1,63.4,56.0,3107,5.6,5.63,3.56 +36158,0.33,Ideal,E,VS2,62.6,57.0,928,4.42,4.37,2.75 +37562,0.31,Premium,G,IF,61.7,54.0,988,4.36,4.33,2.68 +52608,0.82,Premium,F,SI2,62.5,59.0,2544,6.0,5.94,3.73 +7460,0.9,Very Good,H,VS1,63.5,59.0,4234,6.13,6.1,3.88 +4597,0.7,Ideal,H,VS2,60.8,56.0,3656,5.74,5.77,3.5 +9307,1.01,Good,H,SI1,62.9,55.0,4574,6.35,6.41,4.01 +215,0.7,Ideal,G,VS1,61.4,59.0,2780,5.64,5.73,3.49 +43368,0.44,Ideal,D,VVS2,61.8,54.8,1408,4.89,4.92,3.03 +37969,0.41,Ideal,G,VVS2,61.3,56.0,1007,4.76,4.77,2.92 +16346,1.03,Very Good,G,VS1,62.2,57.0,6539,6.42,6.47,4.01 +25088,1.72,Premium,H,VS2,61.3,59.0,13609,7.72,7.69,4.72 +37257,0.31,Premium,G,VVS1,58.0,62.0,977,4.47,4.42,2.58 +40416,0.63,Good,J,SI1,59.9,64.0,1134,5.63,5.58,3.36 +14821,1.0,Ideal,G,VS2,62.6,57.0,5967,6.47,6.4,4.03 +53298,0.3,Ideal,D,SI1,61.7,56.0,552,4.31,4.35,2.67 +15029,1.0,Very Good,G,VS2,63.3,58.0,6048,6.39,6.27,4.01 +37461,0.42,Ideal,H,VVS2,62.4,56.0,984,4.8,4.78,2.99 +32258,0.36,Very Good,E,VS2,62.1,59.0,789,4.55,4.59,2.84 +32953,0.35,Very Good,F,SI2,62.8,55.0,460,4.48,4.53,2.83 +18566,1.0,Good,G,VVS2,61.6,60.0,7572,6.34,6.38,3.92 +4324,0.8,Ideal,D,SI1,62.6,55.0,3597,5.91,5.94,3.71 +51314,0.31,Premium,H,VS1,59.9,59.0,544,4.38,4.4,2.63 +9364,0.32,Ideal,D,SI1,61.3,57.0,589,4.37,4.41,2.69 +3625,0.89,Ideal,E,SI2,62.4,56.0,3429,6.04,6.08,3.78 +13231,1.29,Premium,J,VS1,61.7,59.0,5463,6.93,6.97,4.29 +27613,2.57,Premium,J,SI1,63.0,58.0,18485,8.77,8.65,5.49 +13922,1.02,Ideal,H,VS2,62.4,57.0,5666,6.4,6.35,3.98 +7503,1.04,Premium,E,SI2,61.0,60.0,4240,6.57,6.52,3.99 +20854,1.14,Ideal,F,VS1,61.7,55.0,9074,6.68,6.71,4.13 +16637,1.21,Very Good,I,VVS2,61.1,57.0,6653,6.83,6.85,4.18 +7293,0.91,Premium,H,VS2,61.9,59.0,4201,6.18,6.23,3.84 +45496,0.5,Ideal,F,VS1,62.5,52.4,1679,5.07,5.11,3.18 +25299,2.08,Good,I,SI2,63.8,58.0,13956,8.02,8.1,5.14 +38857,0.4,Premium,G,VVS2,62.7,59.0,1050,4.72,4.69,2.95 +50719,0.7,Very Good,I,VS1,61.4,57.0,2294,5.72,5.74,3.52 +13427,1.01,Premium,H,VS1,61.1,58.0,5515,6.48,6.45,3.95 +7697,1.01,Good,F,SI1,64.2,58.0,4276,6.33,6.31,4.06 +27875,0.3,Very Good,F,VS1,61.5,56.0,654,4.31,4.34,2.66 +36994,0.5,Ideal,H,SI2,62.3,53.0,964,5.1,5.14,3.19 +24318,1.6,Ideal,H,VS1,61.4,57.0,12566,7.53,7.59,4.64 +51143,0.7,Premium,E,SI2,61.8,60.0,2342,5.65,5.61,3.48 +26979,2.15,Ideal,H,SI2,61.8,57.0,17063,8.24,8.3,5.11 +11870,1.01,Ideal,G,SI1,62.9,56.0,5107,6.39,6.43,4.03 +17090,1.2,Ideal,H,VS1,62.5,57.0,6814,6.81,6.73,4.23 +41933,0.4,Ideal,D,VVS2,61.9,56.0,1263,4.74,4.76,2.94 +39000,0.47,Premium,G,SI1,58.5,60.0,1055,5.09,5.06,2.97 +39770,0.36,Premium,E,VS1,60.4,58.0,1094,4.67,4.64,2.81 +15054,0.3,Very Good,G,VS1,62.4,58.0,605,4.22,4.24,2.64 +19531,1.3,Premium,F,SI1,61.4,59.0,8164,7.01,6.97,4.29 +33953,0.23,Very Good,E,VVS2,62.7,59.0,465,3.93,3.95,2.47 +12557,1.21,Premium,I,SI1,61.8,59.0,5276,6.85,6.81,4.22 +9672,1.0,Good,E,SI1,63.9,55.0,4646,6.28,6.34,4.03 +21580,1.7,Fair,H,SI2,64.5,55.0,9682,7.58,7.52,4.87 +46037,0.57,Ideal,E,SI1,62.1,56.0,1728,5.33,5.3,3.3 +41792,0.41,Very Good,E,VVS1,62.9,58.0,1249,4.72,4.75,2.98 +41329,0.31,Ideal,E,IF,63.0,55.0,1214,4.34,4.37,2.73 +8023,1.19,Premium,H,SI2,61.9,58.0,4332,6.84,6.77,4.21 +11785,1.13,Very Good,E,SI1,60.8,58.0,5086,6.71,6.77,4.1 +27819,0.34,Premium,G,SI1,59.7,59.0,650,4.54,4.5,2.7 +14283,1.24,Very Good,J,VS1,62.4,59.4,5783,6.81,6.89,4.27 +16528,1.2,Premium,F,SI1,60.2,58.0,6604,6.9,6.86,4.14 +15283,1.0,Ideal,H,VS2,61.2,60.0,6133,6.4,6.45,3.93 +33665,0.6,Premium,H,I1,62.1,62.0,835,5.33,5.27,3.3 +22090,1.09,Premium,E,VVS2,59.9,59.0,10111,6.73,6.7,4.02 +3353,0.7,Good,G,VVS1,58.5,62.0,3380,5.8,5.82,3.4 +13851,1.0,Good,G,VS2,64.0,56.0,5645,6.33,6.25,4.03 +25078,2.11,Premium,G,SI2,62.2,58.0,13598,8.19,8.23,5.11 +45518,0.43,Ideal,G,IF,61.3,55.0,1683,4.86,4.89,2.99 +42349,0.39,Premium,E,VVS1,60.7,58.0,1300,4.69,4.73,2.86 +39194,0.38,Ideal,H,IF,60.0,60.0,1064,4.71,4.76,2.84 +25464,2.1,Very Good,J,VS2,61.3,59.0,14229,8.21,8.27,5.05 +12547,1.15,Very Good,H,SI1,62.4,57.0,5270,6.68,6.71,4.18 +47795,0.71,Ideal,J,VS2,62.4,54.0,1899,5.72,5.76,3.58 +12890,1.1,Ideal,H,SI1,62.0,57.0,5370,6.66,6.7,4.14 +25798,1.7,Good,G,VS1,63.9,58.0,14787,7.46,7.5,4.78 +20731,1.51,Good,I,VS1,65.9,56.0,8975,7.02,7.09,4.65 +1648,0.72,Ideal,H,VS2,61.2,57.0,3018,5.79,5.77,3.54 +42542,0.5,Good,F,VS2,64.0,57.0,1323,5.08,5.04,3.23 +45011,0.5,Ideal,H,VS1,61.1,56.0,1637,5.1,5.14,3.13 +47237,0.71,Very Good,J,SI1,62.8,57.0,1841,5.64,5.67,3.55 +52181,0.7,Very Good,E,SI1,63.5,56.0,2476,5.65,5.68,3.6 +34879,0.3,Good,G,VVS1,64.0,57.0,878,4.27,4.23,2.72 +20215,1.01,Ideal,G,VVS1,61.1,56.0,8647,6.51,6.49,3.97 +31031,0.31,Ideal,F,VS2,61.6,56.0,749,4.38,4.35,2.69 +36250,0.41,Ideal,E,VS2,62.0,56.0,935,4.72,4.79,2.95 +30878,0.33,Premium,E,SI1,61.1,58.0,743,4.47,4.43,2.72 +16978,1.07,Very Good,G,VS1,61.2,55.0,6780,6.63,6.67,4.07 +8433,0.9,Premium,D,SI1,61.4,62.0,4407,6.19,6.05,3.76 +30137,0.32,Premium,G,VS2,62.1,60.0,720,4.39,4.34,2.71 +10508,1.02,Ideal,D,SI1,62.1,53.0,4798,6.43,6.38,3.98 +14368,1.09,Ideal,F,SI1,62.0,56.0,5816,6.56,6.61,4.08 +18318,1.16,Ideal,G,VS2,62.5,56.0,7451,6.67,6.73,4.19 +36268,0.3,Ideal,E,VS1,61.6,57.0,936,4.33,4.3,2.66 +38998,0.59,Premium,J,VS2,62.7,61.0,1055,5.35,5.28,3.33 +12924,1.13,Ideal,I,SI2,62.0,55.0,5378,6.68,6.7,4.15 +7774,1.5,Fair,J,I1,68.8,57.0,4284,6.94,6.87,4.75 +37414,0.38,Premium,G,VS2,60.4,57.0,983,4.7,4.67,2.83 +13303,1.2,Ideal,E,SI2,61.1,55.0,5494,6.9,6.87,4.21 +27832,0.31,Very Good,H,VVS1,61.3,56.0,651,4.35,4.38,2.67 +1434,0.81,Very Good,E,SI1,59.5,60.0,2973,6.05,6.09,3.61 +33996,0.42,Ideal,H,VS1,61.4,56.0,847,4.82,4.85,2.97 +1982,0.7,Ideal,E,VS2,62.0,57.0,3093,5.68,5.71,3.53 +34288,0.26,Ideal,H,VVS1,61.2,56.0,468,4.11,4.16,2.53 +21068,1.29,Ideal,G,VS2,61.3,57.0,9243,6.99,7.07,4.31 +2728,0.34,Ideal,E,SI1,62.6,55.0,565,4.46,4.49,2.8 +46617,0.51,Ideal,D,VS2,61.8,55.0,1787,5.1,5.16,3.17 +2745,0.7,Ideal,E,VS1,62.1,55.0,3248,5.72,5.77,3.57 +14366,1.02,Ideal,G,VS2,62.6,57.0,5816,6.41,6.43,4.02 +26053,2.19,Ideal,I,SI2,62.5,56.0,15254,8.31,8.24,5.18 +7890,1.0,Very Good,E,SI2,62.2,59.0,4312,6.35,6.38,3.96 +2928,1.03,Very Good,H,SI2,63.1,56.0,3288,6.43,6.38,4.04 +1094,0.7,Good,E,VS2,58.7,63.0,2912,5.69,5.73,3.35 +11398,0.34,Ideal,E,SI1,60.7,56.0,596,4.51,4.55,2.75 +45145,0.5,Premium,F,VS2,61.1,60.0,1654,5.12,5.1,3.12 +33951,0.23,Very Good,F,VVS2,61.3,60.0,465,3.98,4.01,2.45 +46236,0.52,Ideal,D,VS2,61.8,57.0,1752,5.16,5.2,3.2 +38791,0.31,Premium,G,VVS1,60.7,58.0,1046,4.4,4.37,2.66 +1266,0.7,Ideal,E,SI1,62.0,56.0,2948,5.68,5.7,3.53 +38827,0.42,Ideal,G,VS2,61.9,57.0,1048,4.83,4.79,2.98 +25408,2.0,Premium,H,SI1,59.8,60.0,14126,8.04,8.01,4.8 +4071,0.31,Ideal,D,SI1,62.0,55.0,571,4.36,4.38,2.71 +24948,1.31,Ideal,G,VVS1,61.9,55.0,13406,7.03,7.05,4.36 +5439,0.86,Ideal,E,SI2,61.8,57.0,3828,6.1,6.13,3.78 +45399,0.55,Ideal,H,VVS2,61.9,56.0,1668,5.22,5.25,3.24 +28546,0.3,Premium,I,VVS2,61.8,58.0,675,4.33,4.28,2.66 +17958,1.01,Very Good,F,VS2,62.8,57.0,7258,6.34,6.44,4.01 +26189,2.0,Fair,E,SI2,59.9,61.0,15540,8.16,8.04,4.86 +24432,1.68,Premium,F,SI1,60.7,62.0,12681,7.72,7.66,4.67 +18964,1.29,Premium,H,VS2,60.7,61.0,7802,7.1,7.01,4.28 +32052,0.32,Ideal,D,VS1,60.3,57.0,780,4.42,4.44,2.67 +12711,0.26,Ideal,D,VVS2,62.5,56.0,599,4.08,4.11,2.56 +3886,1.01,Good,E,I1,61.5,65.0,3484,6.28,6.21,3.84 +2828,0.9,Good,F,SI2,63.1,57.0,3267,6.11,6.18,3.88 +42212,0.52,Very Good,D,SI2,62.4,59.0,1289,5.05,5.15,3.18 +23185,1.61,Ideal,G,SI1,61.2,55.0,11192,7.57,7.62,4.65 +48496,0.57,Ideal,D,VS2,61.8,55.0,1981,5.32,5.34,3.29 +14623,1.21,Ideal,H,VS1,62.0,57.0,5902,6.79,6.75,4.19 +42369,0.51,Good,E,SI1,63.3,59.0,1304,5.05,5.09,3.21 +52074,0.73,Ideal,F,SI2,62.5,56.0,2455,5.73,5.75,3.59 +11219,0.93,Premium,F,VS2,62.1,59.0,4961,6.24,6.28,3.89 +30129,0.32,Ideal,G,VS2,61.8,57.0,720,4.4,4.37,2.71 +19406,1.24,Very Good,G,VS2,59.1,59.0,8064,7.02,7.08,4.17 +53939,0.86,Premium,H,SI2,61.0,58.0,2757,6.15,6.12,3.74 +29910,0.39,Very Good,I,VS2,59.6,57.0,712,4.77,4.82,2.86 +25962,2.01,Very Good,I,SI1,64.1,57.0,15145,7.89,7.94,5.07 +12288,1.23,Very Good,J,VS2,62.9,58.0,5217,6.75,6.83,4.27 +39429,0.41,Ideal,F,VS1,62.7,55.0,1076,4.77,4.74,2.98 +15233,1.0,Premium,G,VS1,59.2,60.0,6115,6.6,6.54,3.89 +25483,1.5,Very Good,E,VS2,62.1,60.0,14256,7.27,7.31,4.53 +28432,0.3,Ideal,D,VS2,61.3,56.0,670,4.32,4.36,2.66 +19820,1.33,Ideal,H,VS2,59.5,57.0,8385,7.18,7.23,4.29 +10850,1.01,Premium,G,SI1,62.6,59.0,4872,6.38,6.3,3.97 +27075,1.71,Premium,G,VS1,62.3,58.0,17197,7.65,7.61,4.75 +45785,0.66,Premium,E,SI1,61.1,56.0,1708,5.68,5.62,3.45 +22306,1.54,Good,I,VS1,63.6,60.0,10349,7.33,7.3,4.65 +14211,1.01,Very Good,E,VS2,59.3,59.0,5760,6.5,6.56,3.87 +10290,1.03,Premium,E,SI2,61.8,59.0,4758,6.42,6.47,3.98 +42981,0.41,Ideal,E,VVS1,61.3,56.0,1367,4.79,4.81,2.94 +9767,1.02,Ideal,F,SI2,62.4,55.0,4662,6.46,6.43,4.02 +19221,1.16,Premium,G,VS1,61.9,58.0,7962,6.72,6.76,4.17 +31917,0.3,Premium,G,VS1,62.1,60.0,776,4.3,4.24,2.65 +31756,0.44,Ideal,G,SI1,62.7,57.0,772,4.82,4.85,3.03 +5213,1.0,Premium,J,SI1,60.8,58.0,3780,6.44,6.39,3.9 +1150,0.75,Very Good,E,SI1,62.3,58.0,2923,5.78,5.81,3.61 +33305,0.38,Very Good,J,IF,60.9,61.0,827,4.66,4.73,2.86 +10264,1.01,Premium,E,SI2,59.5,59.0,4751,6.58,6.54,3.9 +11160,1.02,Good,F,SI1,63.3,58.0,4948,6.35,6.39,4.03 +21872,1.2,Ideal,D,VS2,61.4,56.0,9935,6.88,6.79,4.2 +27314,2.01,Premium,I,VS2,60.3,58.0,17826,8.22,8.16,4.94 +23012,0.35,Premium,E,SI2,61.0,58.0,630,4.56,4.52,2.77 +17641,1.24,Very Good,G,SI1,61.8,58.0,7106,6.9,6.96,4.28 +442,0.89,Premium,H,SI2,60.2,59.0,2815,6.26,6.23,3.76 +21162,1.23,Premium,F,VS1,61.3,60.0,9319,6.9,6.94,4.24 +15560,1.02,Premium,F,VS1,61.4,59.0,6238,6.48,6.42,3.96 +24431,1.6,Ideal,H,VS1,61.4,57.0,12681,7.59,7.53,4.64 +37077,0.41,Premium,F,SI1,62.6,55.0,969,4.78,4.74,2.98 +6195,0.9,Very Good,D,SI1,62.5,63.0,3997,6.14,6.11,3.83 +10354,0.91,Fair,E,VS1,64.5,58.0,4770,6.14,6.1,3.95 +46641,0.3,Very Good,I,VVS2,60.1,63.0,526,4.28,4.31,2.58 +4294,0.91,Ideal,F,SI2,60.9,57.0,3588,6.27,6.3,3.83 +23013,0.3,Premium,H,VS1,62.1,59.0,630,4.28,4.25,2.65 +42320,0.41,Ideal,D,VVS2,62.3,57.0,1295,4.74,4.76,2.96 +18644,1.35,Ideal,H,SI1,61.5,58.0,7609,7.08,7.11,4.36 +31145,0.41,Ideal,E,SI1,62.5,57.0,755,4.74,4.79,2.98 +17254,1.02,Very Good,G,VS2,60.5,60.0,6906,6.53,6.49,3.94 +42276,0.23,Very Good,E,VVS2,61.6,60.0,505,3.97,3.99,2.45 +34823,0.3,Ideal,H,VVS1,62.0,55.0,878,4.34,4.3,2.68 +28007,0.3,Ideal,E,VS2,61.0,56.0,658,4.33,4.36,2.65 +4327,1.01,Fair,F,SI2,67.3,62.0,3597,6.09,6.03,4.08 +39249,0.41,Ideal,G,VVS1,62.4,55.0,1068,4.74,4.78,2.97 +50107,0.62,Ideal,E,VS2,62.0,54.5,2208,5.46,5.48,3.39 +5927,0.92,Premium,E,SI2,61.7,59.0,3941,6.27,6.18,3.84 +33005,0.38,Ideal,E,VS2,61.5,55.0,813,4.67,4.7,2.88 +11845,1.13,Premium,H,SI1,62.3,58.0,5101,6.67,6.68,4.16 +49687,0.59,Very Good,E,VS2,59.4,63.0,2145,5.42,5.46,3.23 +23005,1.02,Premium,E,VVS1,61.5,59.0,11062,6.41,6.46,3.96 +14607,1.21,Premium,J,VVS1,61.3,59.0,5893,6.81,6.86,4.19 +30497,0.31,Ideal,D,SI1,60.8,56.0,732,4.37,4.32,2.64 +47626,0.65,Fair,F,VS2,58.3,64.0,1881,5.7,5.62,3.3 +23935,2.09,Premium,H,SI1,60.5,61.0,12063,8.32,8.25,5.01 +25050,0.38,Premium,I,SI2,60.0,59.0,641,4.71,4.69,2.82 +40729,0.51,Ideal,H,SI1,62.1,54.0,1161,5.13,5.15,3.19 +21458,1.51,Fair,D,SI2,64.7,57.0,9555,7.17,7.24,4.66 +14693,1.0,Ideal,F,VS2,62.1,57.0,5929,6.34,6.38,3.95 +17183,1.0,Premium,E,VS2,61.8,62.0,6860,6.47,6.44,3.99 +39884,0.42,Ideal,G,VVS2,62.1,57.0,1103,4.8,4.77,2.97 +12216,0.9,Very Good,D,VS1,58.9,59.0,5195,6.22,6.31,3.69 +3304,0.69,Good,D,VVS2,61.5,61.0,3369,5.61,5.65,3.46 +50571,0.73,Ideal,G,SI1,61.6,57.0,2278,5.81,5.79,3.57 +46579,0.58,Very Good,D,SI1,60.2,58.0,1785,5.37,5.46,3.26 +3796,0.9,Very Good,I,SI2,60.5,56.0,3464,6.22,6.24,3.77 +42375,0.41,Ideal,F,IF,61.7,56.0,1304,4.79,4.83,2.97 +14824,1.24,Premium,D,SI2,59.1,59.0,5969,7.03,6.98,4.14 +35559,0.35,Premium,G,VS1,61.7,61.0,906,4.52,4.49,2.78 +48951,0.57,Premium,D,VS2,61.7,60.0,2047,5.32,5.28,3.27 +51120,0.57,Ideal,F,VVS2,62.0,55.0,2339,5.3,5.31,3.29 +21446,1.5,Very Good,E,SI2,62.1,59.0,9548,7.26,7.33,4.53 +48512,0.54,Ideal,H,VVS2,60.9,57.0,1983,5.26,5.22,3.19 +25770,1.71,Premium,H,VVS2,61.4,59.0,14731,7.67,7.77,4.74 +9965,1.14,Very Good,J,VS1,60.0,60.0,4702,6.76,6.81,4.07 +45446,0.55,Ideal,D,VS2,61.6,57.0,1673,5.25,5.3,3.25 +38784,0.31,Premium,H,IF,61.0,58.0,1046,4.38,4.34,2.66 +35717,0.3,Ideal,D,VS2,62.0,55.0,911,4.34,4.31,2.68 +16469,1.02,Premium,E,VS2,61.6,60.0,6580,6.51,6.42,3.98 +50394,0.7,Good,H,VS2,61.4,56.0,2253,5.73,5.8,3.54 +48707,0.56,Ideal,E,VS1,61.1,56.0,2010,5.29,5.34,3.25 +4530,0.91,Very Good,E,SI2,60.3,59.0,3638,6.28,6.25,3.78 +9230,1.02,Premium,H,SI1,61.9,61.0,4558,6.42,6.34,3.95 +36320,0.32,Ideal,G,VVS2,61.8,55.0,936,4.43,4.41,2.73 +9658,1.01,Premium,H,SI1,61.2,58.0,4642,6.47,6.43,3.95 +29386,0.31,Premium,E,SI1,62.0,58.0,698,4.35,4.3,2.68 +37062,0.43,Premium,F,VS2,61.1,57.0,968,4.9,4.86,2.98 +10272,1.2,Good,I,SI1,63.1,58.0,4752,6.66,6.72,4.22 +8440,0.9,Good,H,VS1,62.4,55.0,4409,6.09,6.16,3.82 +9753,0.94,Very Good,E,SI1,61.8,56.0,4661,6.29,6.33,3.9 +14513,1.35,Ideal,J,VS2,61.4,57.0,5862,7.1,7.13,4.37 +34996,0.31,Premium,D,VVS1,62.7,58.0,882,4.3,4.31,2.7 +17762,1.19,Good,H,VS1,60.8,61.0,7152,6.86,6.88,4.18 +7008,0.9,Good,H,VS2,61.5,61.0,4156,6.15,6.24,3.81 +31830,0.34,Very Good,H,VVS1,62.9,57.0,775,4.44,4.47,2.8 +26608,2.54,Very Good,H,SI2,63.5,56.0,16353,8.68,8.65,5.5 +53455,0.7,Ideal,F,VS2,62.2,55.0,2676,5.66,5.72,3.54 +42670,0.44,Ideal,E,VVS2,60.9,57.0,1334,4.95,4.9,3.0 +477,0.86,Good,F,SI2,64.3,60.0,2819,5.97,5.95,3.83 +30897,0.41,Ideal,D,SI1,61.7,56.0,744,4.77,4.8,2.95 +8422,1.05,Ideal,J,SI1,61.7,55.0,4405,6.54,6.56,4.04 +50465,0.72,Ideal,E,SI1,59.8,57.0,2265,5.86,5.91,3.52 +3404,0.4,Good,J,VS1,64.0,56.0,567,4.66,4.69,2.99 +48058,0.55,Premium,E,VS2,61.1,58.0,1928,5.28,5.3,3.23 +4817,0.77,Ideal,F,SI1,61.7,56.0,3702,5.85,5.91,3.63 +53563,0.71,Premium,G,VS1,60.9,58.0,2694,5.77,5.73,3.5 +16599,1.57,Premium,J,VS2,59.9,57.0,6629,7.56,7.52,4.52 +39616,0.35,Good,E,SI2,63.9,55.0,491,4.48,4.5,2.87 +27219,2.01,Ideal,G,SI2,61.9,57.0,17555,8.0,8.08,4.98 +9372,0.32,Premium,D,SI1,61.3,60.0,589,4.41,4.43,2.71 +25166,2.01,Premium,J,VS2,60.4,59.0,13744,8.15,8.1,4.91 +48546,0.7,Good,F,SI1,63.5,59.0,1988,5.58,5.64,3.56 +35250,0.3,Ideal,E,VVS1,61.4,56.0,895,4.33,4.37,2.67 +42167,0.5,Ideal,F,SI1,59.9,57.0,1286,5.19,5.16,3.1 +9733,1.08,Very Good,E,SI2,60.2,58.0,4656,6.61,6.68,4.0 +22949,1.06,Ideal,F,IF,61.0,57.0,10995,6.55,6.64,4.02 +20873,1.14,Ideal,G,VS1,61.8,57.0,9090,6.67,6.7,4.12 +40477,0.52,Very Good,J,VS2,60.7,56.0,1141,5.19,5.23,3.16 +10959,1.02,Very Good,E,SI1,60.5,63.0,4901,6.54,6.48,3.94 +38324,0.4,Ideal,E,VS2,61.9,54.0,1020,4.74,4.73,2.93 +25344,2.0,Very Good,I,SI1,63.6,57.0,14057,7.9,7.99,5.05 +36148,0.33,Ideal,E,VS2,61.9,56.0,928,4.45,4.4,2.74 +19861,1.19,Ideal,F,VS2,62.0,57.0,8415,6.78,6.76,4.2 +18559,1.26,Very Good,H,VS2,63.8,52.0,7567,6.89,6.84,4.38 +53122,0.74,Premium,E,SI2,62.6,58.0,2617,5.77,5.73,3.6 +10545,1.1,Ideal,F,SI2,60.4,55.0,4809,6.73,6.77,4.08 +44847,0.52,Good,E,VS2,64.3,56.0,1625,5.02,5.14,3.27 +52820,0.72,Very Good,E,SI2,59.9,57.0,2573,5.85,5.9,3.52 +1211,0.71,Very Good,H,VVS1,62.7,59.0,2938,5.65,5.67,3.55 +19270,1.21,Ideal,G,VS2,61.9,55.0,7996,6.9,6.84,4.25 +15624,1.0,Fair,E,VS2,57.4,58.0,6268,6.57,6.64,3.79 +16690,0.31,Ideal,H,SI1,61.3,55.0,421,4.36,4.41,2.69 +26792,1.67,Ideal,G,VS1,61.5,55.0,16643,7.62,7.67,4.7 +12225,1.0,Premium,F,SI1,61.6,60.0,5197,6.31,6.41,3.9 +33920,0.47,Good,E,SI2,56.5,62.0,844,5.17,5.09,2.9 +39921,0.41,Ideal,D,VVS2,62.5,57.0,1105,4.72,4.75,2.96 +40332,0.5,Very Good,E,SI1,61.4,63.0,1128,5.06,5.1,3.12 +3997,0.9,Ideal,H,SI2,62.0,57.0,3516,6.19,6.17,3.83 +49465,1.0,Fair,I,I1,65.4,57.0,2112,6.28,6.2,4.08 +17986,1.07,Ideal,G,VS2,61.4,57.0,7275,6.56,6.63,4.05 +42928,0.57,Good,G,SI1,63.5,55.0,1364,5.28,5.3,3.36 +34825,0.3,Very Good,H,VVS1,63.4,57.0,878,4.31,4.27,2.72 +33856,0.3,Premium,E,VS2,59.2,59.0,844,4.41,4.37,2.6 +23273,1.61,Ideal,G,SI1,61.2,55.0,11294,7.62,7.57,4.65 +1490,0.72,Ideal,F,VS2,62.1,54.0,2989,5.76,5.8,3.59 +50314,0.71,Good,I,VS1,59.1,63.4,2239,5.76,5.81,3.42 +4667,1.13,Ideal,H,SI2,60.6,57.0,3670,6.79,6.77,4.11 +38380,0.39,Ideal,F,VS1,62.2,56.0,1024,4.7,4.63,2.9 +37070,0.55,Good,J,VS1,63.8,61.0,969,5.09,5.12,3.26 +3066,0.73,Premium,E,VS1,61.2,58.0,3311,5.83,5.77,3.55 +41172,0.4,Premium,G,VVS1,61.5,58.0,1200,4.74,4.69,2.9 +52677,0.7,Fair,D,SI1,66.2,57.0,2550,5.56,5.41,3.63 +34256,0.53,Ideal,J,SI2,61.9,54.0,856,5.2,5.23,3.23 +11669,1.1,Premium,H,SI1,60.4,60.0,5056,6.72,6.68,4.05 +36279,0.34,Very Good,E,SI2,62.9,56.0,477,4.45,4.48,2.81 +1978,0.7,Very Good,D,VS2,60.7,58.0,3092,5.7,5.73,3.47 +15428,1.04,Very Good,G,VS2,61.9,57.0,6177,6.46,6.5,4.01 +29374,0.31,Premium,E,SI1,59.1,59.0,698,4.44,4.42,2.62 +45694,0.7,Good,H,SI2,64.2,58.0,1697,5.56,5.6,3.58 +20554,1.05,Ideal,F,VVS2,61.9,57.0,8870,6.5,6.52,4.03 +30840,0.33,Ideal,H,VS1,61.7,54.0,743,4.47,4.45,2.75 +25862,2.01,Premium,G,SI2,59.4,62.0,14939,8.27,8.22,4.9 +52521,0.7,Ideal,F,SI1,61.8,56.0,2528,5.68,5.75,3.53 +33645,0.38,Very Good,G,VS1,61.9,56.0,833,4.63,4.68,2.88 +38795,0.31,Premium,G,VVS1,62.1,59.0,1046,4.39,4.34,2.71 +4146,0.92,Premium,I,SI1,58.8,59.0,3545,6.36,6.33,3.73 +27640,2.38,Premium,J,VS2,62.1,58.0,18559,8.54,8.49,5.29 +31516,0.34,Premium,E,SI1,60.3,57.0,765,4.56,4.53,2.74 +3460,0.9,Good,E,SI1,63.8,61.0,3391,6.05,6.08,3.87 +42291,0.32,Premium,H,VS2,61.0,60.0,505,4.35,4.41,2.67 +30195,0.42,Good,F,SI1,63.4,56.0,722,4.76,4.8,3.03 +2478,0.81,Premium,G,VS2,61.4,60.0,3193,6.02,5.99,3.69 +43176,0.64,Very Good,I,SI1,63.0,57.0,1390,5.47,5.52,3.46 +20166,1.01,Very Good,G,IF,62.8,57.0,8621,6.39,6.42,4.02 +4027,0.71,Good,D,VS1,59.2,56.0,3524,5.84,5.85,3.46 +20870,1.01,Very Good,E,VVS2,62.8,56.0,9089,6.34,6.39,4.0 +48583,0.54,Ideal,D,VS2,61.3,56.0,1993,5.26,5.22,3.21 +44252,0.51,Premium,D,SI1,62.3,61.0,1574,5.11,5.07,3.17 +47996,0.32,Premium,F,SI1,60.0,59.0,533,4.42,4.45,2.66 +51386,0.71,Ideal,I,VS1,62.3,59.0,2368,5.68,5.72,3.55 +13479,1.08,Ideal,F,SI1,62.7,57.0,5534,6.53,6.57,4.11 +53133,0.72,Ideal,D,SI2,61.8,56.0,2618,5.75,5.78,3.56 +5837,1.1,Premium,F,SI2,62.1,56.0,3918,6.68,6.56,4.12 +38471,0.32,Premium,D,VS1,60.5,59.0,1030,4.49,4.45,2.7 +19906,1.03,Ideal,G,VVS1,62.4,57.0,8454,6.39,6.47,4.01 +26622,1.71,Ideal,F,VS2,61.9,57.0,16384,7.73,7.62,4.75 +24061,1.5,Ideal,D,SI1,60.3,57.0,12206,7.37,7.4,4.45 +38489,0.42,Ideal,G,VVS2,62.6,55.0,1031,4.77,4.78,2.99 +5285,1.0,Good,F,SI2,64.1,58.0,3799,6.35,6.26,4.04 +10669,1.2,Premium,J,VS2,60.8,60.0,4839,6.85,6.89,4.18 +4002,0.94,Very Good,F,SI2,62.4,58.0,3518,6.17,6.23,3.87 +50914,0.72,Premium,F,SI1,62.6,59.0,2318,5.74,5.69,3.58 +19296,1.5,Very Good,J,VS1,62.2,58.0,8014,7.19,7.27,4.5 +7628,1.01,Fair,I,VS1,64.9,58.0,4263,6.17,6.22,4.02 +26466,2.0,Premium,H,SI2,62.8,56.0,16031,8.04,7.98,5.03 +44948,0.5,Good,D,VS2,63.4,56.0,1635,5.05,5.1,3.22 +24143,1.8,Good,F,SI2,57.9,58.0,12308,8.13,8.08,4.69 +39149,0.43,Ideal,E,VVS2,60.8,57.0,1062,4.87,4.9,2.97 +32944,0.34,Premium,I,SI1,60.0,58.0,459,4.51,4.55,2.72 +18288,1.01,Good,G,VVS2,63.1,56.0,7430,6.34,6.4,4.02 +15613,1.07,Very Good,H,VS1,62.5,56.0,6262,6.52,6.55,4.08 +27047,0.32,Very Good,H,VVS2,62.9,57.0,645,4.36,4.39,2.75 +32046,0.31,Good,F,VS1,63.9,55.0,779,4.3,4.27,2.74 +24978,1.52,Premium,G,VS2,62.0,58.0,13483,7.33,7.39,4.56 +17879,1.22,Ideal,E,SI1,61.7,56.0,7215,6.92,6.88,4.26 +5268,0.9,Good,E,SI1,63.9,57.0,3795,6.12,6.08,3.9 +29164,0.27,Good,D,VVS2,64.3,55.0,693,4.14,4.09,2.65 +15365,0.3,Good,G,VS1,63.6,55.0,605,4.27,4.31,2.73 +36992,0.54,Ideal,I,SI2,61.8,54.0,964,5.24,5.27,3.25 +27031,0.32,Ideal,G,VS1,61.7,55.0,645,4.39,4.43,2.72 +50304,0.32,Very Good,G,VS2,62.3,55.0,544,4.38,4.41,2.73 +45046,0.63,Very Good,H,VS2,61.2,59.2,1640,5.48,5.51,3.36 +39693,0.4,Ideal,F,VVS2,62.4,56.0,1088,4.72,4.74,2.95 +49635,0.32,Premium,I,SI1,59.9,61.0,540,4.47,4.44,2.67 +26421,1.72,Premium,G,VS2,61.1,58.0,15946,7.73,7.69,4.71 +44588,0.58,Ideal,D,SI2,60.9,56.0,1607,5.4,5.44,3.3 +40842,0.57,Very Good,I,SI1,61.8,57.0,1173,5.31,5.34,3.29 +10744,1.0,Very Good,F,SI1,61.4,62.0,4851,6.32,6.36,3.89 +2321,0.7,Ideal,H,IF,62.2,55.0,3167,5.68,5.71,3.54 +8499,1.1,Very Good,H,SI2,62.9,58.0,4422,6.53,6.56,4.12 +16185,1.0,Premium,F,VS2,62.6,60.0,6468,6.37,6.29,3.96 +11560,1.01,Premium,G,SI1,59.6,58.0,5034,6.61,6.54,3.92 +44064,0.55,Ideal,E,SI1,62.3,56.0,1551,5.23,5.26,3.27 +31166,0.41,Premium,E,SI1,60.1,60.0,755,4.79,4.83,2.89 +27795,0.37,Very Good,G,VS2,61.2,57.0,649,4.59,4.63,2.82 +32617,0.3,Very Good,H,VS2,62.6,57.0,457,4.25,4.28,2.67 +32336,0.36,Ideal,E,VS2,61.1,56.0,789,4.6,4.63,2.82 +37935,0.26,Very Good,G,VVS2,62.6,56.0,486,4.1,4.13,2.57 +19927,1.5,Very Good,I,SI1,60.7,58.0,8475,7.34,7.4,4.47 +15146,1.11,Good,D,SI1,57.8,61.0,6088,6.83,6.78,3.93 +27856,0.3,Ideal,F,VS1,61.6,54.7,652,4.33,4.34,2.67 +29970,0.31,Very Good,H,SI1,61.1,57.0,446,4.32,4.35,2.65 +36490,0.3,Ideal,E,IF,62.6,53.0,943,4.29,4.33,2.7 +13563,1.96,Fair,F,I1,66.6,60.0,5554,7.59,7.56,5.04 +46035,0.57,Premium,G,VS2,62.1,57.0,1728,5.3,5.27,3.28 +14977,1.1,Premium,G,VS2,60.3,57.0,6032,6.73,6.68,4.04 +53153,0.71,Good,G,VS2,64.2,58.0,2623,5.62,5.59,3.6 +33723,0.42,Very Good,D,SI2,63.2,57.0,838,4.77,4.75,3.01 +38401,0.35,Premium,H,VVS1,61.2,60.0,1024,4.54,4.51,2.77 +21394,1.51,Premium,H,SI1,62.0,58.0,9511,7.38,7.34,4.56 +40754,0.4,Premium,F,VVS2,60.8,59.0,1163,4.73,4.71,2.87 +46895,0.56,Ideal,F,VS2,62.6,55.0,1814,5.29,5.25,3.3 +25016,1.5,Fair,G,VVS2,64.8,56.0,13553,7.18,7.12,4.63 +22777,1.6,Ideal,E,SI2,62.7,53.9,10798,7.43,7.49,4.68 +4192,0.93,Very Good,I,VS1,62.5,58.0,3562,6.2,6.25,3.89 +14336,1.1,Premium,H,VS2,61.2,58.0,5805,6.75,6.64,4.1 +5220,0.91,Good,D,SI2,63.8,58.0,3781,6.09,6.04,3.87 +46867,0.53,Ideal,G,VS1,61.9,56.0,1813,5.2,5.17,3.21 +19319,1.41,Ideal,H,SI2,62.0,56.0,8030,7.17,7.24,4.47 +12596,1.0,Premium,D,SI2,60.9,59.0,5286,6.46,6.41,3.92 +51053,0.55,Premium,D,VVS2,58.7,57.0,2331,5.44,5.39,3.18 +46752,0.51,Good,G,VVS2,63.4,57.0,1800,5.06,5.09,3.22 +7561,1.1,Ideal,H,SI2,61.9,56.0,4250,6.65,6.63,4.11 +10854,1.03,Ideal,G,SI2,61.8,55.0,4873,6.5,6.52,4.02 +29830,0.43,Ideal,J,VVS2,61.8,55.0,710,4.89,4.91,3.03 +3731,0.36,Very Good,I,VS1,60.9,61.0,568,4.58,4.61,2.8 +19299,1.22,Ideal,H,VVS2,62.7,54.0,8014,6.77,6.83,4.27 +41927,0.4,Premium,F,VVS1,60.8,59.0,1263,4.74,4.76,2.89 +35873,0.41,Premium,E,VVS2,61.5,58.0,918,4.75,4.78,2.93 +3582,0.71,Ideal,E,VS2,62.0,55.0,3421,5.72,5.77,3.56 +43238,0.6,Very Good,G,SI1,63.3,58.0,1399,5.34,5.31,3.37 +28557,0.3,Premium,H,VS1,60.4,61.0,675,4.34,4.3,2.61 +36372,0.33,Ideal,D,VS2,60.9,56.0,940,4.49,4.51,2.74 +31741,0.35,Ideal,D,SI1,62.1,57.0,772,4.49,4.47,2.78 +19,0.3,Good,J,SI1,63.8,56.0,351,4.23,4.26,2.71 +35641,0.31,Premium,G,VVS2,60.0,62.0,907,4.44,4.4,2.65 +28009,0.3,Premium,E,VS2,62.5,59.0,658,4.27,4.3,2.68 +31879,0.3,Very Good,H,VVS2,63.4,57.0,776,4.24,4.21,2.68 +6791,0.7,Very Good,E,VVS1,61.9,58.0,4114,5.6,5.67,3.49 +21576,1.07,Very Good,D,VS1,59.9,55.0,9681,6.69,6.71,4.01 +36075,0.4,Very Good,D,SI1,63.5,55.0,924,4.72,4.67,2.98 +2933,0.71,Ideal,H,IF,61.6,55.0,3290,5.75,5.78,3.55 +15376,0.4,Ideal,J,VS1,61.3,56.0,606,4.77,4.79,2.93 +6003,1.01,Premium,H,SI2,62.5,58.0,3959,6.39,6.35,3.98 +2512,0.73,Very Good,F,VS1,62.0,57.0,3200,5.73,5.75,3.56 +37685,0.43,Premium,D,SI1,61.0,58.0,993,4.88,4.83,2.96 +10750,1.01,Ideal,H,SI1,62.7,56.0,4851,6.41,6.44,4.03 +25327,2.02,Ideal,I,SI2,60.9,60.0,14027,8.08,8.14,4.94 +13196,1.27,Very Good,J,VS2,61.8,60.0,5455,6.9,6.94,4.28 +3141,0.7,Ideal,E,SI1,61.9,56.0,3330,5.7,5.73,3.54 +2516,0.7,Ideal,E,VS2,60.5,59.0,3201,5.72,5.75,3.47 +38657,0.42,Ideal,D,SI1,61.9,57.0,1040,4.82,4.77,2.97 +27957,0.27,Ideal,I,VS1,61.9,55.0,432,4.16,4.18,2.58 +38286,0.28,Very Good,F,VS1,60.8,58.0,487,4.24,4.28,2.59 +28607,0.3,Premium,E,SI1,61.3,60.0,675,4.31,4.27,2.63 +11087,0.72,Ideal,E,VVS2,61.7,55.0,4927,5.76,5.78,3.56 +17815,1.01,Ideal,G,VS1,61.9,54.0,7179,6.44,6.48,4.0 +53656,0.76,Good,F,SI1,57.9,56.0,2706,6.08,6.0,3.5 +13238,1.05,Premium,H,VS2,62.7,59.0,5468,6.49,6.43,4.05 +50225,0.56,Ideal,G,VS1,61.0,56.0,2230,5.31,5.35,3.25 +50714,0.53,Ideal,G,IF,60.6,56.0,2293,5.27,5.33,3.21 +19076,1.27,Premium,H,VS2,61.1,58.0,7849,6.96,6.88,4.23 +35770,0.4,Premium,E,VS2,59.3,59.0,912,4.77,4.81,2.84 +27071,2.3,Ideal,I,SI1,62.2,60.0,17193,8.43,8.39,5.23 +5746,1.18,Very Good,E,I1,62.5,58.0,3894,6.62,6.75,4.18 +33931,0.33,Very Good,I,VS2,62.6,58.0,463,4.34,4.42,2.74 +23664,1.57,Premium,G,VS2,62.7,60.0,11711,7.46,7.38,4.65 +9158,0.9,Very Good,G,VS1,62.3,60.0,4540,6.0,6.08,3.76 +9482,1.01,Ideal,E,SI2,59.6,60.0,4604,6.52,6.6,3.91 +38004,0.43,Ideal,G,VS1,62.3,56.0,1008,4.85,4.82,3.01 +5626,1.0,Premium,J,VS2,60.7,58.0,3877,6.49,6.52,3.95 +41632,0.32,Very Good,H,SI2,63.2,55.0,504,4.36,4.34,2.75 +27087,1.7,Very Good,G,VS1,61.8,53.0,17219,7.63,7.67,4.73 +45685,0.55,Good,E,VS2,59.8,61.0,1695,5.29,5.32,3.17 +52710,0.74,Premium,F,SI1,62.7,59.0,2553,5.78,5.73,3.61 +7944,1.02,Ideal,F,SI2,62.4,57.0,4319,6.4,6.43,4.0 +24075,1.51,Ideal,H,VS2,62.4,56.0,12219,7.33,7.28,4.56 +31285,0.32,Ideal,G,SI2,61.8,55.0,450,4.4,4.43,2.73 +53240,0.7,Very Good,E,SI1,63.1,58.0,2643,5.61,5.64,3.55 +1217,0.8,Ideal,E,SI2,60.8,56.0,2939,6.02,6.01,3.66 +13903,1.05,Very Good,H,VS1,63.3,57.0,5657,6.45,6.4,4.07 +43573,0.41,Premium,E,VVS1,60.7,58.0,1431,4.86,4.8,2.93 +509,0.7,Premium,F,VS2,60.6,58.0,2822,5.8,5.72,3.49 +13233,1.07,Premium,H,SI1,63.0,57.0,5465,6.55,6.44,4.09 +44539,0.5,Very Good,E,VS1,63.9,55.0,1604,4.98,5.03,3.2 +16872,1.02,Very Good,E,VS2,58.4,57.0,6732,6.59,6.64,3.86 +33671,0.41,Good,G,SI1,64.3,54.0,836,4.72,4.68,3.02 +39876,0.37,Ideal,E,VVS1,61.5,56.0,1103,4.59,4.64,2.84 +24041,0.38,Very Good,D,SI2,59.2,61.0,633,4.67,4.72,2.78 +28583,0.3,Ideal,G,VS2,61.7,56.0,675,4.35,4.31,2.67 +3193,0.78,Ideal,G,VS2,61.1,56.0,3343,5.89,5.96,3.62 +39928,0.31,Ideal,E,VVS1,61.7,55.0,1105,4.38,4.4,2.71 +6228,1.02,Very Good,H,SI2,63.5,58.0,4004,6.34,6.38,4.04 +15335,1.36,Premium,J,VS2,58.4,59.0,6157,7.4,7.27,4.28 +51881,0.7,Good,H,VS2,62.2,61.6,2428,5.63,5.66,3.51 +38461,0.38,Very Good,D,VVS2,63.8,57.0,1030,4.57,4.61,2.93 +23136,2.0,Fair,G,SI2,65.1,54.0,11156,7.88,7.82,5.11 +13706,1.2,Good,J,VS1,64.1,57.0,5601,6.68,6.74,4.3 +45236,0.56,Ideal,G,VS2,61.4,56.0,1658,5.33,5.35,3.28 +15278,1.01,Ideal,E,SI1,61.1,55.0,6132,6.47,6.52,3.97 +22851,1.01,Ideal,E,VVS1,62.2,57.0,10887,6.38,6.44,3.99 +17266,1.01,Good,D,VS2,61.8,59.0,6912,6.28,6.35,3.9 +34497,0.32,Ideal,F,VVS1,61.7,55.0,867,4.38,4.43,2.72 +10113,1.04,Premium,F,SI2,60.2,58.0,4717,6.6,6.55,3.96 +15090,1.11,Ideal,G,SI1,60.8,57.0,6065,6.83,6.77,4.14 +7870,0.9,Very Good,G,VS2,63.1,56.0,4309,6.14,6.04,3.84 +49112,0.57,Ideal,F,VS1,61.4,55.0,2065,5.38,5.39,3.3 +26574,2.0,Very Good,H,SI1,60.9,58.0,16280,8.07,8.15,4.94 +43410,0.53,Ideal,D,SI2,61.4,56.0,1412,5.24,5.22,3.21 +36886,0.34,Ideal,F,VVS1,61.7,55.0,959,4.51,4.5,2.78 +21060,0.31,Good,G,VS1,63.1,59.0,625,4.27,4.29,2.7 +17947,1.5,Ideal,I,SI2,60.6,59.0,7253,7.37,7.48,4.5 +22519,1.31,Ideal,G,VS1,62.0,53.0,10556,7.06,7.07,4.37 +41193,0.48,Ideal,I,IF,61.4,55.0,1202,5.05,5.08,3.11 +4135,1.06,Ideal,F,I1,61.8,55.0,3544,6.55,6.58,4.06 +53367,0.77,Premium,G,SI1,61.6,59.0,2657,5.9,5.85,3.62 +34395,0.34,Ideal,G,VVS1,62.1,53.0,863,4.49,4.53,2.8 +51018,0.71,Very Good,I,VS1,63.3,56.0,2327,5.69,5.65,3.59 +48975,0.34,Good,H,VS2,63.3,56.0,537,4.39,4.45,2.8 +26888,2.18,Good,H,SI2,60.4,64.0,16842,8.47,8.38,5.09 +38431,0.38,Premium,F,VS2,60.5,59.0,1026,4.72,4.67,2.84 +14876,0.92,Ideal,G,VS2,62.0,57.0,5989,6.21,6.24,3.86 +50940,0.63,Ideal,G,VS2,61.9,58.0,2320,5.48,5.51,3.4 +34717,0.37,Premium,D,SI1,60.4,59.0,874,4.68,4.62,2.81 +22248,1.26,Premium,G,VVS2,62.7,58.0,10302,6.95,6.86,4.33 +51439,0.71,Very Good,E,SI2,61.9,63.0,2375,5.74,5.69,3.54 +27637,1.5,Very Good,F,IF,63.2,58.0,18552,7.2,7.32,4.59 +34064,0.36,Ideal,D,SI1,62.7,57.0,851,4.59,4.54,2.86 +34747,0.41,Premium,H,SI1,62.6,59.0,876,4.77,4.72,2.97 +31555,0.38,Ideal,I,VVS2,62.6,54.0,766,4.62,4.65,2.9 +13108,1.02,Ideal,G,SI1,62.1,55.0,5426,6.46,6.49,4.02 +5923,1.0,Good,G,SI2,64.0,55.0,3941,6.3,6.26,4.02 +32839,0.46,Ideal,G,SI2,61.1,57.0,807,4.97,5.01,3.05 +52431,0.7,Very Good,E,VS2,61.7,60.0,2513,5.67,5.7,3.51 +33369,0.41,Very Good,G,VS2,61.3,57.0,827,4.76,4.8,2.93 +38084,0.36,Ideal,F,VS1,61.9,56.0,1013,4.59,4.56,2.83 +1242,0.74,Very Good,H,VVS2,61.3,58.0,2944,5.8,5.85,3.57 +24138,1.5,Premium,G,VS2,61.2,61.0,12308,7.34,7.29,4.48 +52089,0.71,Ideal,E,SI2,61.9,56.0,2458,5.73,5.76,3.56 +45220,0.51,Ideal,E,VS2,62.4,57.0,1656,5.1,5.13,3.19 +10179,1.09,Ideal,G,SI2,61.7,57.0,4733,6.57,6.62,4.07 +25423,1.51,Very Good,F,VS2,61.1,59.0,14165,7.32,7.37,4.49 +24888,2.15,Premium,G,SI2,59.7,60.0,13317,8.4,8.37,5.01 +19837,1.01,Very Good,E,VVS2,61.6,58.0,8401,6.4,6.46,3.96 +53412,0.96,Premium,I,SI2,61.3,60.0,2669,6.45,6.25,3.9 +22203,1.35,Ideal,G,VS1,62.2,57.0,10244,7.09,7.05,4.4 +20892,1.04,Ideal,F,VVS2,62.2,56.0,9115,6.46,6.53,4.04 +31314,0.32,Ideal,D,VS2,62.1,54.0,758,4.4,4.46,2.75 +38907,0.33,Premium,E,VVS1,59.7,58.0,1052,4.52,4.49,2.69 +53039,0.53,Ideal,E,VVS1,62.1,55.0,2604,5.18,5.23,3.23 +32097,0.33,Ideal,D,VS2,61.9,57.0,781,4.42,4.47,2.75 +18664,1.08,Ideal,F,VS2,61.9,55.0,7629,6.58,6.61,4.09 +20836,1.01,Very Good,F,VVS2,61.1,58.0,9065,6.43,6.47,3.94 +18656,1.3,Premium,I,IF,61.8,58.0,7621,6.95,7.0,4.31 +44339,0.24,Very Good,D,VVS2,59.5,62.0,521,4.04,4.06,2.41 +25648,1.97,Premium,F,SI2,61.1,58.0,14542,8.11,8.05,4.94 +12254,1.06,Premium,H,VS2,60.8,59.0,5205,6.55,6.58,3.99 +16328,2.0,Fair,F,I1,66.1,57.0,6532,7.84,7.7,5.14 +45530,0.5,Premium,E,VS2,59.3,62.0,1684,5.25,5.18,3.09 +52293,0.25,Very Good,D,VVS2,62.0,61.0,548,3.99,4.04,2.49 +24369,0.31,Premium,E,VS1,61.0,60.0,636,4.35,4.37,2.66 +11021,1.2,Fair,H,SI2,64.8,60.0,4916,6.55,6.59,4.26 +22983,1.71,Premium,G,VS2,61.3,58.0,11032,7.64,7.6,4.67 +33911,0.3,Ideal,E,VS2,62.4,56.0,844,4.28,4.25,2.66 +51058,0.71,Ideal,F,SI2,59.3,57.0,2331,5.86,5.81,3.46 +6760,1.07,Premium,J,SI2,62.4,58.0,4105,6.54,6.47,4.06 +29328,0.31,Ideal,H,VS1,61.7,57.0,698,4.34,4.32,2.67 +36002,0.42,Ideal,G,VS1,62.7,54.0,921,4.8,4.83,3.02 +16762,1.01,Premium,F,VS2,60.3,59.0,6674,6.52,6.45,3.91 +11598,1.16,Very Good,D,SI2,62.5,60.0,5044,6.64,6.7,4.17 +23104,1.5,Fair,E,SI1,58.2,66.0,11128,7.45,7.4,4.32 +12980,1.25,Ideal,I,SI2,61.4,55.0,5395,6.92,6.99,4.27 +49503,0.76,Very Good,I,SI1,62.0,58.0,2120,5.84,5.9,3.64 +28318,0.3,Very Good,H,SI1,62.5,57.0,432,4.25,4.29,2.67 +27366,0.28,Very Good,E,VVS1,61.1,60.0,646,4.17,4.21,2.56 +35132,0.31,Ideal,F,IF,60.8,56.0,888,4.43,4.45,2.7 +24005,1.58,Ideal,H,VS2,61.4,56.0,12170,7.48,7.54,4.62 +7627,0.8,Very Good,E,VS2,61.6,57.0,4263,5.95,5.97,3.67 +41749,0.52,Good,G,SI1,63.3,55.0,1244,5.07,5.1,3.22 +26272,2.15,Premium,G,SI2,58.9,58.0,15751,8.46,8.41,4.97 +38752,0.35,Premium,G,IF,60.6,60.0,1044,4.54,4.57,2.76 +52410,0.71,Ideal,E,SI2,65.5,55.0,2511,5.62,5.56,3.66 +18913,1.1,Premium,F,VS1,60.9,61.0,7762,6.7,6.64,4.06 +36807,0.3,Ideal,G,IF,60.9,57.0,956,4.32,4.29,2.62 +18456,1.01,Premium,D,VS2,60.0,59.0,7508,6.53,6.48,3.9 +24720,0.31,Ideal,F,VS2,61.1,56.0,640,4.35,4.39,2.67 +3784,0.96,Ideal,I,VS2,59.8,57.0,3462,6.42,6.39,3.83 +1142,0.71,Very Good,E,VS2,63.7,58.0,2922,5.6,5.64,3.58 +27652,1.7,Premium,F,VS1,60.6,58.0,18598,7.71,7.68,4.66 +24737,1.56,Premium,G,VS1,60.2,60.0,13079,7.47,7.52,4.51 +44142,0.51,Ideal,F,VS2,62.7,57.0,1562,5.11,5.06,3.19 +13757,1.2,Very Good,G,SI1,63.0,57.0,5607,6.7,6.75,4.24 +32007,0.44,Good,D,SI1,58.8,62.0,777,4.97,5.0,2.93 +49191,0.71,Very Good,H,SI1,62.4,58.0,2076,5.67,5.7,3.55 +40175,0.55,Ideal,G,SI2,62.1,56.0,1117,5.25,5.22,3.25 +21786,1.53,Ideal,I,VS2,61.8,57.0,9853,7.44,7.39,4.58 +41410,0.56,Premium,F,SI2,59.1,58.0,1225,5.44,5.38,3.2 +19537,1.03,Ideal,F,VS1,62.1,55.0,8169,6.47,6.5,4.03 +32804,0.34,Ideal,E,VS1,62.4,55.0,805,4.44,4.47,2.78 +43017,0.5,Ideal,H,VS1,62.6,53.0,1370,5.09,5.14,3.2 +48398,0.64,Ideal,D,SI1,62.1,56.0,1967,5.5,5.55,3.43 +39445,0.41,Ideal,E,VS1,61.4,55.0,1076,4.84,4.8,2.96 +29049,0.4,Very Good,E,SI1,62.9,59.0,687,4.69,4.72,2.96 +16332,1.01,Premium,F,VS2,62.2,60.0,6533,6.4,6.37,3.97 +19696,0.4,Ideal,I,SI1,62.3,55.0,624,4.72,4.75,2.95 +12796,0.9,Ideal,E,VS1,61.3,57.0,5335,6.2,6.24,3.81 +47869,0.52,Ideal,G,VVS2,59.8,57.0,1911,5.24,5.26,3.14 +35485,0.43,Good,G,SI1,63.6,55.0,903,4.83,4.79,3.06 +9755,0.94,Premium,E,SI1,62.0,58.0,4661,6.24,6.27,3.88 +18191,1.04,Ideal,G,VS1,61.2,58.0,7375,6.5,6.53,3.99 +48135,0.6,Very Good,F,VS2,59.5,57.8,1940,5.48,5.56,3.28 +8947,0.9,Very Good,F,SI1,59.1,59.0,4498,6.3,6.35,3.74 +7668,0.83,Ideal,E,VS2,61.3,56.0,4271,6.06,6.08,3.72 +28876,0.31,Ideal,D,SI1,62.0,56.0,684,4.39,4.35,2.71 +53845,0.74,Very Good,D,SI2,61.5,59.0,2740,5.79,5.82,3.57 +50275,0.7,Good,E,SI1,61.9,58.0,2239,5.63,5.67,3.5 +5350,0.9,Fair,D,SI1,60.4,61.0,3812,6.24,6.22,3.76 +8569,0.9,Premium,E,VS2,61.4,57.0,4435,6.19,6.16,3.79 +36710,0.46,Ideal,F,SI1,62.5,56.0,953,4.92,4.94,3.08 +10193,1.0,Very Good,I,VS2,64.0,54.0,4739,6.28,6.34,4.04 +39474,0.41,Premium,E,VS1,61.2,58.0,1079,4.76,4.78,2.92 +51931,0.72,Very Good,F,SI1,62.6,55.0,2440,5.71,5.76,3.59 +26131,2.14,Premium,I,VS2,59.3,59.0,15418,8.39,8.43,5.0 +2127,0.9,Premium,I,SI1,62.1,59.0,3121,6.19,6.15,3.83 +44476,0.51,Ideal,F,VS2,62.0,56.0,1595,5.11,5.14,3.18 +13906,1.07,Very Good,H,VS1,62.5,56.0,5661,6.52,6.6,4.1 +227,0.7,Premium,D,SI1,62.8,60.0,2782,5.68,5.66,3.56 +17388,0.32,Premium,G,SI1,60.9,58.0,612,4.44,4.39,2.69 +52898,0.81,Premium,H,SI1,59.1,57.0,2585,6.16,6.09,3.62 +41456,0.52,Good,E,SI2,63.7,56.0,1229,5.15,5.12,3.27 +6538,1.1,Ideal,E,SI2,59.4,54.0,4071,6.79,6.74,4.02 +16744,1.2,Premium,H,VS2,60.6,58.0,6666,6.88,6.82,4.15 +48798,0.71,Ideal,G,SI2,62.2,56.0,2023,5.7,5.74,3.56 +9739,0.9,Premium,H,VVS2,62.4,58.0,4657,6.15,6.12,3.83 +15510,1.01,Very Good,G,VS2,60.2,58.0,6213,6.51,6.54,3.93 +3239,0.94,Fair,H,SI2,66.0,50.1,3353,6.13,6.17,4.06 +30803,0.31,Good,F,VVS1,63.6,61.0,742,4.21,4.25,2.69 +42919,0.53,Good,F,SI1,63.8,56.0,1363,5.16,5.13,3.28 +5644,0.9,Very Good,D,SI1,62.1,60.0,3880,6.14,6.2,3.83 +46072,0.63,Premium,F,SI1,60.9,56.0,1736,5.58,5.56,3.39 +29202,0.33,Very Good,I,IF,62.0,58.0,694,4.44,4.46,2.76 +50936,0.57,Ideal,E,VS2,61.0,54.0,2319,5.43,5.39,3.3 +50095,0.61,Premium,D,VS1,62.4,57.0,2207,5.46,5.44,3.4 +50826,0.67,Very Good,F,VS2,59.4,59.5,2309,5.7,5.76,3.4 +10130,1.32,Premium,I,VS1,62.4,58.0,4719,7.01,6.96,4.36 +48012,0.51,Ideal,H,IF,62.6,56.0,1920,5.1,5.13,3.2 +14818,1.0,Very Good,G,VS2,63.5,59.0,5967,6.33,6.23,3.99 +29680,0.41,Ideal,J,VS1,62.8,56.0,707,4.73,4.79,2.99 +16254,1.01,Very Good,E,SI1,63.4,55.0,6501,6.38,6.42,4.06 +13377,0.26,Very Good,D,VS2,59.6,63.0,420,4.13,4.16,2.47 +52680,0.59,Ideal,F,VVS2,61.7,56.0,2551,5.38,5.41,3.33 +41323,0.65,Ideal,J,SI1,62.1,54.0,1214,5.56,5.59,3.46 +42359,0.5,Very Good,H,VS2,62.3,58.0,1302,5.05,5.12,3.17 +37354,0.4,Very Good,F,VS1,62.5,57.0,982,4.69,4.72,2.94 +28055,0.32,Ideal,F,VS2,61.4,57.0,660,4.4,4.43,2.71 +2812,0.7,Premium,E,VVS1,61.7,59.0,3265,5.67,5.71,3.51 +16325,1.08,Premium,G,VS1,61.5,61.0,6532,6.62,6.55,4.05 +21597,1.13,Premium,G,IF,61.2,59.0,9698,6.78,6.71,4.13 +19655,1.19,Ideal,F,VS2,62.0,57.0,8265,6.76,6.78,4.2 +3303,0.8,Premium,F,VS2,62.0,61.0,3369,5.99,5.91,3.69 +21443,1.06,Ideal,F,VVS2,61.3,57.0,9547,6.56,6.59,4.03 +21858,1.0,Premium,D,VVS2,59.9,61.0,9918,6.5,6.42,3.87 +8054,0.23,Very Good,F,VVS2,61.6,57.0,583,3.96,3.99,2.45 +35130,0.36,Ideal,G,VVS2,61.8,55.0,888,4.57,4.62,2.84 +2570,0.73,Premium,F,VS1,60.7,61.0,3211,5.79,5.75,3.5 +22668,2.01,Fair,I,SI2,66.9,58.0,10711,7.93,7.69,5.21 +27706,0.36,Ideal,I,VS2,61.8,55.0,648,4.61,4.58,2.84 +2701,0.31,Ideal,G,VS2,62.2,54.0,562,4.38,4.4,2.73 +40136,0.41,Ideal,H,VVS1,62.2,57.0,1115,4.78,4.74,2.96 +36452,0.31,Ideal,D,VS2,62.0,55.0,942,4.35,4.33,2.69 +22660,1.21,Premium,D,VS1,62.6,56.0,10706,6.83,6.74,4.25 +9311,1.0,Very Good,E,SI2,60.6,60.0,4576,6.33,6.4,3.86 +39781,0.36,Ideal,D,VS2,61.7,55.0,1094,4.6,4.58,2.83 +46141,0.57,Premium,F,SI2,62.1,59.0,1746,5.33,5.29,3.3 +43722,0.51,Ideal,H,VS1,62.7,57.0,1438,5.08,5.13,3.2 +41206,0.53,Ideal,H,SI1,62.0,54.0,1205,5.17,5.22,3.22 +43826,0.51,Premium,E,SI1,58.8,58.0,1443,5.28,5.23,3.09 +32497,0.3,Premium,H,VVS1,60.7,58.0,796,4.38,4.35,2.65 +46632,0.3,Very Good,E,SI1,62.9,56.0,526,4.25,4.3,2.69 +15958,1.46,Premium,J,SI2,60.1,58.0,6387,7.43,7.34,4.44 +19681,0.4,Ideal,D,SI2,61.3,56.0,622,4.72,4.77,2.91 +10209,1.04,Premium,G,SI1,60.6,61.0,4742,6.63,6.59,4.0 +14071,1.04,Premium,D,SI1,61.5,58.0,5708,6.53,6.48,4.0 +52742,0.81,Premium,E,SI2,59.9,61.0,2559,6.08,6.05,3.63 +7896,1.1,Premium,I,SI1,60.4,61.0,4312,6.73,6.69,4.05 +48989,0.36,Ideal,H,SI1,61.7,54.0,538,4.56,4.62,2.83 +2019,0.7,Premium,F,VVS2,62.6,59.0,3105,5.66,5.62,3.53 +6576,1.12,Premium,I,SI1,61.3,58.0,4077,6.69,6.68,4.1 +53214,0.7,Ideal,F,SI1,61.8,54.0,2635,5.71,5.75,3.54 +9818,1.03,Good,D,SI2,59.3,58.0,4671,6.57,6.61,3.91 +22004,1.31,Ideal,G,VS1,61.5,57.0,10071,7.06,7.02,4.33 +9858,1.02,Premium,F,SI1,63.0,58.0,4678,6.4,6.36,4.02 +35978,0.35,Very Good,G,VVS1,59.3,61.0,921,4.58,4.62,2.73 +39843,0.54,Very Good,H,SI2,62.7,59.0,1099,5.17,5.2,3.25 +53902,0.57,Premium,E,VS1,61.6,58.0,2753,5.36,5.33,3.29 +46476,0.53,Ideal,E,VS2,62.8,57.0,1776,5.19,5.16,3.25 +35793,0.32,Ideal,F,VVS1,62.6,56.0,913,4.37,4.41,2.75 +51533,0.71,Ideal,G,SI1,62.4,56.0,2386,5.74,5.71,3.57 +12414,1.12,Very Good,H,SI1,62.3,55.0,5236,6.64,6.69,4.15 +17320,1.25,Ideal,H,VS2,60.0,56.0,6944,7.04,6.99,4.21 +15400,1.06,Very Good,E,SI1,59.8,56.0,6169,6.63,6.67,3.98 +14992,1.23,Very Good,H,VS2,58.5,62.0,6039,6.98,7.0,4.09 +18682,1.11,Ideal,G,VS1,61.5,58.0,7639,6.7,6.66,4.11 +40282,0.3,Ideal,I,VVS2,62.2,56.0,495,4.25,4.3,2.66 +49462,0.71,Fair,H,SI1,65.1,56.0,2112,5.63,5.55,3.64 +1724,0.32,Premium,H,VS1,62.3,58.0,561,4.34,4.39,2.72 +9651,1.12,Premium,I,SI1,62.0,56.0,4641,6.73,6.65,4.15 +48539,0.5,Premium,G,VVS1,61.3,57.0,1987,5.15,5.07,3.13 +31152,0.41,Good,E,SI1,63.3,57.0,755,4.73,4.75,3.0 +43041,0.5,Premium,E,SI1,63.0,61.0,1374,5.07,5.03,3.18 +43473,0.59,Ideal,D,SI2,61.1,56.0,1419,5.4,5.44,3.31 +34419,0.3,Ideal,G,IF,60.9,58.0,863,4.32,4.35,2.64 +39955,0.33,Ideal,D,SI2,60.9,56.0,492,4.45,4.48,2.72 +35040,0.44,Ideal,D,SI1,62.4,57.0,883,4.86,4.89,3.04 +52130,0.75,Very Good,G,VS2,63.3,58.0,2467,5.78,5.75,3.65 +49581,0.55,Ideal,D,VS2,61.7,55.0,2133,5.27,5.29,3.26 +23812,1.55,Premium,E,SI1,60.1,58.0,11871,7.55,7.5,4.52 +25097,1.51,Very Good,E,VS2,62.4,58.0,13623,7.26,7.33,4.55 +38910,0.33,Ideal,E,VVS1,60.9,56.0,1052,4.48,4.46,2.72 +34161,0.33,Premium,G,VS1,60.5,58.0,854,4.49,4.43,2.7 +3000,0.9,Good,G,SI2,63.8,56.0,3303,6.13,6.16,3.92 +10849,1.01,Ideal,D,SI2,62.6,56.0,4872,6.4,6.34,3.99 +51478,0.75,Ideal,G,SI2,62.5,55.0,2378,5.82,5.77,3.62 +8845,1.0,Premium,F,SI2,58.2,59.0,4480,6.51,6.49,3.78 +43567,0.51,Ideal,D,SI1,61.5,56.0,1431,5.15,5.16,3.17 +17346,1.08,Ideal,H,VVS1,62.5,54.0,6961,6.56,6.58,4.1 +27397,2.39,Ideal,I,VS2,62.2,55.0,17955,8.58,8.56,5.33 +49877,0.7,Premium,H,SI1,60.9,62.0,2176,5.72,5.67,3.47 +43422,0.57,Premium,E,SI2,61.2,57.0,1414,5.35,5.31,3.26 +8680,1.01,Good,D,SI2,63.5,61.0,4457,6.33,6.37,4.03 +48842,0.55,Ideal,D,VS2,62.3,55.0,2030,5.29,5.24,3.28 +12723,1.02,Premium,H,VS2,61.2,58.0,5312,6.5,6.47,3.97 +1999,0.9,Very Good,I,SI2,60.4,58.0,3099,6.25,6.31,3.79 +48825,0.71,Good,I,VS2,64.2,58.0,2028,5.52,5.57,3.56 +19305,1.13,Premium,G,VVS2,61.4,58.0,8019,6.73,6.68,4.12 +44999,0.31,Very Good,I,SI1,63.5,56.0,523,4.32,4.28,2.73 +48211,0.56,Ideal,G,VVS2,62.0,54.0,1949,5.28,5.32,3.29 +39510,0.32,Ideal,F,IF,62.2,55.0,1080,4.4,4.38,2.73 +49957,0.3,Very Good,H,SI1,63.4,57.0,540,4.31,4.27,2.72 +43790,0.56,Premium,G,SI1,60.2,59.0,1441,5.36,5.34,3.22 +38112,0.36,Ideal,E,VS2,62.8,56.0,1013,4.54,4.51,2.84 +36410,0.31,Ideal,E,VS1,61.8,56.0,942,4.34,4.33,2.68 +22342,1.27,Premium,G,VVS2,61.0,58.0,10389,7.01,6.96,4.26 +27372,0.31,Ideal,G,VVS2,62.2,53.0,647,4.36,4.39,2.72 +24528,1.66,Very Good,E,SI1,61.7,58.0,12818,7.52,7.59,4.66 +23890,2.4,Ideal,I,SI2,62.8,57.0,11988,8.52,8.49,5.34 +2890,0.9,Good,H,SI1,66.1,57.0,3282,5.94,5.99,3.94 +21661,1.5,Very Good,I,VS1,60.4,59.0,9759,7.35,7.42,4.46 +9134,1.0,Premium,H,VS2,61.9,61.0,4536,6.37,6.23,3.9 +17622,1.15,Ideal,I,VS1,61.7,56.0,7096,6.73,6.76,4.16 +24694,0.41,Good,E,SI2,63.3,56.0,638,4.69,4.73,2.98 +42046,0.51,Ideal,E,SI2,58.3,62.0,1268,5.2,5.19,3.04 +26011,0.35,Ideal,D,SI1,62.3,55.0,644,4.52,4.56,2.83 +47482,0.65,Ideal,E,SI1,61.8,55.0,1862,5.57,5.6,3.45 +46000,0.7,Premium,I,SI2,62.1,60.0,1724,5.65,5.62,3.5 +19884,1.23,Premium,G,VS2,62.0,59.0,8431,6.87,6.8,4.24 +1687,0.55,Ideal,F,VVS1,61.2,54.0,3032,5.35,5.3,3.26 +17353,1.33,Premium,I,VS1,61.5,58.0,6963,7.02,7.06,4.33 +24430,1.7,Premium,G,VS2,61.4,58.0,12681,7.67,7.63,4.7 +46268,0.54,Ideal,E,VS2,62.2,55.0,1754,5.21,5.24,3.25 +37734,0.51,Fair,J,VS2,65.3,55.0,996,4.97,4.96,3.24 +47926,0.56,Premium,G,VS1,62.4,58.0,1915,5.3,5.22,3.28 +12327,0.91,Good,F,VVS2,62.6,61.0,5225,6.12,6.19,3.85 +45525,0.54,Premium,G,VS1,61.1,59.0,1684,5.2,5.24,3.19 +10732,0.33,Premium,I,VS2,61.0,61.0,594,4.46,4.43,2.71 +20860,1.26,Ideal,G,VS1,61.6,56.0,9078,6.96,7.03,4.31 +21232,1.11,Premium,F,VVS2,59.2,59.0,9377,6.79,6.82,4.03 +10481,0.91,Very Good,E,VS2,59.4,59.0,4795,6.3,6.36,3.76 +25524,1.51,Very Good,E,VS2,60.8,60.0,14338,7.3,7.36,4.46 +16045,0.3,Premium,H,VS2,61.8,60.0,608,4.31,4.26,2.65 +35312,0.36,Ideal,F,VVS2,62.4,55.0,896,4.54,4.57,2.84 +51221,0.7,Premium,I,VVS2,60.1,59.0,2352,5.8,5.72,3.46 +38776,0.31,Premium,E,VVS2,60.4,59.0,1046,4.37,4.34,2.63 +27721,2.02,Very Good,E,SI1,59.8,59.0,18731,8.11,8.2,4.88 +49600,0.71,Premium,F,SI2,60.2,60.0,2137,5.8,5.77,3.48 +37647,0.44,Premium,G,SI1,60.1,60.0,990,4.95,4.86,2.95 +48787,0.53,Ideal,D,SI1,61.5,55.0,2021,5.19,5.22,3.2 +6846,0.9,Good,G,VS2,64.9,61.0,4124,5.91,5.99,3.86 +48916,0.63,Ideal,D,SI1,62.8,57.0,2041,5.49,5.46,3.44 +20635,1.28,Ideal,H,VVS1,61.3,55.0,8928,7.01,7.06,4.31 +8172,1.01,Very Good,E,SI2,63.5,55.0,4363,6.32,6.38,4.03 +37333,0.43,Ideal,E,VS2,62.1,56.0,981,4.83,4.87,3.01 +10836,1.09,Premium,H,SI1,61.8,58.0,4871,6.63,6.58,4.08 +29895,0.3,Premium,D,VS2,60.4,59.0,710,4.32,4.35,2.62 +7350,0.96,Ideal,H,SI2,62.1,57.0,4213,6.3,6.35,3.93 +8019,1.01,Premium,E,SI1,61.7,56.0,4330,6.44,6.39,3.96 +8309,1.0,Good,H,SI1,62.7,60.0,4389,6.24,6.3,3.93 +22601,1.51,Premium,G,SI1,60.4,58.0,10655,7.46,7.38,4.48 +38577,0.4,Premium,G,VS2,62.8,61.0,1035,4.67,4.63,2.92 +523,0.83,Premium,H,SI1,60.0,59.0,2825,6.08,6.05,3.64 +34839,0.3,Premium,G,VVS2,60.6,58.0,878,4.36,4.35,2.64 +39598,0.34,Ideal,E,VVS1,62.3,56.0,1084,4.48,4.45,2.78 +21668,1.55,Premium,H,SI1,60.7,58.0,9763,7.5,7.46,4.54 +39609,0.35,Very Good,H,SI1,60.0,61.0,491,4.57,4.6,2.75 +23488,1.5,Premium,D,SI1,60.5,59.0,11489,7.44,7.39,4.49 +46285,0.56,Premium,E,SI1,61.5,60.0,1755,5.27,5.3,3.25 +20953,1.07,Ideal,G,VVS2,61.9,56.0,9169,6.6,6.62,4.09 +30596,0.31,Ideal,D,VS2,62.5,57.0,734,4.31,4.36,2.71 +53080,0.59,Ideal,G,IF,62.5,57.0,2611,5.34,5.38,3.35 +38162,0.34,Ideal,E,VVS1,62.3,56.0,1014,4.45,4.48,2.78 +3856,0.72,Ideal,G,VS1,61.2,57.0,3478,5.76,5.79,3.53 +14483,1.03,Premium,H,VS1,61.2,58.0,5849,6.55,6.52,4.0 +7364,1.0,Good,D,SI2,63.5,59.0,4218,6.32,6.35,4.02 +41104,0.44,Very Good,H,IF,61.1,57.0,1194,4.91,4.94,3.01 +49903,0.71,Ideal,I,SI1,61.9,56.0,2178,5.7,5.73,3.54 +40319,0.5,Premium,F,SI2,59.9,60.0,1125,5.22,5.16,3.11 +26951,2.01,Premium,G,SI2,59.9,62.0,17014,8.15,8.04,4.85 +31797,0.42,Very Good,E,SI1,62.7,57.0,773,4.77,4.83,3.01 +11665,1.12,Premium,H,VS1,59.6,57.0,5055,6.82,6.77,4.05 +25268,2.28,Ideal,G,SI2,61.6,57.0,13907,8.44,8.37,5.18 +25249,1.76,Premium,D,SI2,59.6,58.0,13867,7.9,7.86,4.7 +45547,0.51,Premium,D,SI1,60.3,59.0,1687,5.22,5.2,3.14 +49550,0.59,Ideal,G,VS1,61.3,55.0,2129,5.42,5.44,3.33 +23359,0.3,Ideal,G,SI1,62.2,55.0,422,4.27,4.32,2.67 +33203,0.37,Very Good,D,VS1,61.1,58.0,820,4.66,4.7,2.86 +3517,0.71,Ideal,F,VS1,61.1,56.0,3404,5.75,5.78,3.52 +25967,1.51,Fair,D,VS2,66.0,57.0,15152,7.17,7.08,4.7 +30685,0.4,Premium,E,SI1,62.2,58.0,737,4.71,4.74,2.94 +41175,0.4,Ideal,G,VVS1,61.6,57.0,1200,4.76,4.75,2.93 +46005,0.57,Ideal,H,VS2,61.7,55.0,1725,5.37,5.34,3.3 +51745,0.56,Ideal,E,VVS2,61.0,56.0,2404,5.32,5.36,3.26 +19190,1.42,Ideal,J,VS2,61.7,56.0,7942,7.22,7.27,4.47 +37998,0.43,Ideal,G,VS1,61.9,55.0,1008,4.86,4.84,3.0 +49603,0.53,Ideal,G,IF,62.7,56.0,2137,5.23,5.13,3.25 +14993,1.01,Ideal,F,SI1,62.7,54.0,6039,6.38,6.44,4.02 +23733,1.7,Premium,I,VVS2,62.1,59.0,11775,7.6,7.53,4.7 +47729,0.58,Ideal,D,VS2,61.2,54.0,1889,5.4,5.42,3.31 +51913,0.71,Good,D,SI2,63.3,55.0,2436,5.65,5.72,3.6 +4601,1.01,Premium,J,SI2,61.9,59.0,3658,6.38,6.34,3.94 +53430,0.7,Ideal,F,SI1,60.7,57.0,2671,5.78,5.82,3.52 +39251,0.41,Ideal,G,VVS1,62.5,53.0,1068,4.76,4.78,2.98 +48658,0.34,Premium,H,VS2,60.2,60.0,537,4.51,4.56,2.73 +5456,1.04,Premium,H,SI2,62.1,58.0,3832,6.5,6.52,4.04 +49880,0.7,Fair,H,SI1,64.5,59.0,2176,5.54,5.51,3.56 +33154,0.31,Premium,G,VVS1,59.5,60.0,816,4.39,4.41,2.62 +9485,1.02,Very Good,H,VS2,63.3,55.0,4604,6.4,6.33,4.03 +10956,1.03,Premium,G,SI1,58.2,59.0,4900,6.7,6.64,3.88 +37025,0.33,Ideal,G,VVS2,62.5,54.0,965,4.45,4.41,2.77 +5136,1.0,Good,I,VS1,64.0,53.0,3763,6.34,6.28,4.04 +27572,2.01,Ideal,F,SI2,61.7,56.0,18394,8.12,8.16,5.02 +12433,1.0,Premium,G,VS2,62.1,58.0,5242,6.43,6.39,3.98 +53359,0.7,Very Good,G,VS2,63.3,56.0,2657,5.63,5.59,3.55 +40897,0.44,Ideal,H,IF,61.4,55.0,1177,4.92,4.95,3.03 +175,0.7,Ideal,E,SI1,62.7,55.0,2774,5.68,5.74,3.58 +51049,0.73,Fair,I,VS1,55.9,66.0,2330,6.11,6.01,3.39 +24885,1.54,Premium,D,SI1,63.0,59.0,13316,7.35,7.31,4.62 +1075,0.31,Premium,H,SI1,61.0,61.0,558,4.39,4.33,2.66 +29803,0.3,Premium,D,SI1,62.2,58.0,709,4.31,4.28,2.67 +840,0.96,Fair,F,SI2,68.2,61.0,2867,6.07,5.88,4.1 +22929,1.02,Very Good,F,IF,62.5,58.0,10967,6.39,6.54,4.04 +36103,0.4,Ideal,G,SI2,62.1,55.0,926,4.73,4.74,2.94 +41098,0.58,Ideal,I,SI1,61.4,55.0,1193,5.37,5.42,3.31 +27864,0.31,Good,D,VS1,61.7,61.0,653,4.32,4.34,2.67 +25504,1.51,Premium,F,VS2,62.5,58.0,14294,7.33,7.22,4.55 +176,0.83,Good,I,VS2,64.6,54.0,2774,5.85,5.88,3.79 +30235,0.33,Ideal,E,VS2,60.8,57.0,723,4.45,4.47,2.71 +6684,0.9,Ideal,H,SI2,61.9,55.0,4101,6.21,6.19,3.84 +47442,0.7,Very Good,I,SI1,61.6,63.0,1856,5.68,5.59,3.47 +23678,1.22,Premium,F,VVS1,61.9,58.0,11723,6.81,6.85,4.23 +43787,0.56,Ideal,F,SI1,61.4,57.0,1441,5.3,5.28,3.25 +46524,0.51,Premium,G,VS1,61.1,58.0,1781,5.19,5.12,3.15 +20228,1.02,Ideal,D,VS1,62.0,56.0,8658,6.46,6.5,4.02 +46139,0.5,Ideal,E,VS1,62.7,57.0,1745,5.04,5.11,3.18 +1400,0.32,Ideal,G,VS1,62.3,55.0,559,4.39,4.41,2.74 +49972,0.29,Very Good,H,VVS2,61.2,56.0,541,4.26,4.29,2.61 +2271,0.7,Ideal,F,VS1,61.2,58.0,3154,5.7,5.73,3.5 +34357,0.3,Very Good,D,VS1,62.0,55.0,863,4.31,4.35,2.68 +48368,0.56,Ideal,D,VS2,61.5,57.0,1963,5.28,5.33,3.26 +9025,1.04,Ideal,H,SI1,62.7,54.0,4515,6.51,6.47,4.07 +26668,1.52,Ideal,G,VVS1,61.4,57.0,16492,7.4,7.38,4.54 +46140,0.56,Ideal,D,SI1,61.9,56.0,1745,5.24,5.29,3.26 +32179,0.39,Good,G,VS2,63.4,57.0,787,4.63,4.67,2.95 +32192,0.35,Premium,H,VS1,62.6,59.0,788,4.5,4.45,2.8 +45210,0.51,Ideal,E,VS2,62.5,55.0,1656,5.08,5.13,3.19 +42221,0.42,Ideal,G,IF,62.2,54.0,1289,4.81,4.84,3.0 +53195,0.7,Ideal,E,VS2,61.4,57.0,2633,5.76,5.8,3.55 +22689,0.36,Premium,F,VS2,62.0,59.0,629,4.51,4.56,2.81 +39895,0.42,Premium,F,VS1,60.9,59.0,1103,4.85,4.8,2.94 +14949,1.01,Ideal,G,VS2,62.5,57.0,6019,6.43,6.4,4.01 +3292,0.75,Very Good,E,VS2,62.3,56.0,3365,5.79,5.84,3.62 +23348,0.3,Ideal,G,SI2,62.0,55.0,422,4.28,4.33,2.67 +48477,0.58,Very Good,H,VVS1,63.3,55.0,1979,5.27,5.31,3.35 +26453,1.74,Ideal,E,SI1,62.2,56.0,15992,7.72,7.67,4.79 +6172,0.9,Premium,F,SI1,62.8,59.0,3992,6.16,6.13,3.86 +13679,1.02,Very Good,D,SI1,63.3,58.0,5598,6.39,6.35,4.03 +35844,0.4,Premium,G,VVS2,61.3,59.0,917,4.74,4.78,2.92 +11475,0.9,Ideal,H,VS1,62.0,54.0,5013,6.2,6.23,3.86 +13631,1.2,Ideal,I,SI1,60.1,56.0,5578,6.9,6.84,4.13 +13541,1.14,Ideal,G,SI1,62.2,56.0,5548,6.66,6.69,4.15 +12324,1.01,Very Good,E,SI1,62.3,60.0,5224,6.36,6.39,3.97 +22095,1.25,Ideal,D,VS2,62.6,56.0,10114,6.87,6.84,4.29 +28541,0.3,Premium,E,SI1,60.6,58.0,675,4.34,4.3,2.62 +23142,1.51,Very Good,H,VS1,61.8,59.0,11161,7.27,7.32,4.51 +47212,0.59,Ideal,I,VVS1,62.2,55.0,1838,5.38,5.39,3.35 +38082,0.3,Premium,E,VVS2,61.4,58.0,1013,4.28,4.25,2.62 +32115,0.43,Ideal,H,SI1,61.9,55.0,783,4.84,4.88,3.01 +32189,0.35,Ideal,H,VS1,62.0,56.0,788,4.56,4.54,2.82 +14953,1.0,Very Good,H,VVS1,62.3,60.0,6022,6.28,6.36,3.94 +8482,1.0,Good,G,SI1,62.2,62.0,4416,6.34,6.39,3.96 +10967,1.02,Very Good,D,SI2,60.9,61.0,4904,6.47,6.53,3.96 +11603,1.04,Good,F,SI1,63.4,59.0,5045,6.4,6.44,4.07 +6127,0.95,Premium,H,SI1,62.9,58.0,3984,6.26,6.21,3.92 +51317,0.31,Good,G,VS2,63.1,56.0,544,4.31,4.37,2.74 +37292,0.31,Premium,G,VVS1,59.8,62.0,977,4.41,4.35,2.62 +34313,0.43,Good,E,SI2,63.6,55.0,858,4.83,4.8,3.06 +19300,1.07,Premium,E,VS1,59.7,61.0,8015,6.69,6.64,3.98 +50770,0.71,Fair,G,SI1,65.5,55.0,2300,5.59,5.56,3.65 +14545,1.07,Premium,D,SI1,61.8,61.0,5872,6.57,6.54,4.05 +18908,1.51,Premium,H,SI1,62.8,60.0,7759,7.22,7.14,4.51 +31814,0.43,Premium,D,SI1,61.0,58.0,774,4.83,4.88,2.96 +13635,1.05,Premium,H,VS1,60.9,60.0,5580,6.58,6.53,3.99 +999,0.74,Premium,D,VS2,61.8,58.0,2897,5.81,5.77,3.58 +16735,0.41,Premium,J,VS2,61.9,59.0,611,4.69,4.74,2.92 +25590,1.43,Ideal,E,VVS2,62.4,57.0,14429,7.25,7.15,4.49 +28107,0.36,Premium,D,SI1,61.5,59.0,663,4.52,4.55,2.79 +20465,1.54,Very Good,G,SI2,61.5,61.0,8808,7.35,7.42,4.54 +7902,1.0,Good,D,SI1,64.3,62.0,4312,6.18,6.13,3.96 +18410,1.07,Ideal,F,VS2,62.4,55.0,7483,6.53,6.57,4.09 +42702,0.52,Premium,G,SI1,59.6,62.0,1338,5.23,5.18,3.1 +10874,1.28,Good,J,SI1,63.4,59.0,4878,6.84,6.89,4.35 +49461,0.6,Ideal,E,VS2,62.0,56.0,2112,5.4,5.43,3.36 +51719,0.7,Premium,F,SI1,62.2,59.0,2401,5.69,5.73,3.55 +21983,1.77,Ideal,D,SI2,60.9,53.0,10051,7.92,7.85,4.8 +184,0.72,Ideal,G,SI1,60.7,56.0,2776,5.79,5.82,3.53 +25724,2.11,Ideal,J,VS2,61.2,55.0,14638,8.33,8.3,5.09 +19268,1.09,Very Good,G,VS1,59.9,56.0,7992,6.74,6.81,4.06 +26757,2.28,Premium,J,VS2,62.9,58.0,16564,8.42,8.34,5.27 +48602,0.6,Premium,D,SI1,60.4,60.0,1996,5.48,5.44,3.3 +7322,1.01,Very Good,H,VS2,63.1,62.0,4208,6.18,6.15,3.89 +37294,0.52,Very Good,I,SI1,62.5,59.0,978,5.06,5.12,3.18 +36640,0.42,Ideal,D,VS2,62.6,56.0,948,4.76,4.8,2.99 +18515,1.17,Ideal,G,VS2,62.0,56.0,7548,6.74,6.71,4.17 +3819,0.9,Premium,I,SI1,62.1,59.0,3468,6.2,6.17,3.84 +46948,0.52,Ideal,E,VS2,62.2,56.0,1815,5.15,5.11,3.19 +33921,0.37,Ideal,F,SI1,60.2,53.0,844,4.74,4.7,2.84 +28379,0.33,Premium,H,VS2,60.4,60.0,668,4.52,4.48,2.72 +30616,0.3,Very Good,G,SI1,58.8,60.0,447,4.35,4.39,2.57 +5664,0.91,Very Good,H,VS1,62.7,63.0,3881,6.1,6.03,3.8 +38169,0.34,Ideal,G,IF,61.6,56.0,1014,4.48,4.51,2.77 +44917,0.53,Ideal,D,SI1,62.2,56.0,1631,5.19,5.23,3.24 +16038,0.3,Very Good,I,VS1,63.3,59.0,608,4.23,4.2,2.67 +4468,0.7,Very Good,F,VVS1,63.1,58.0,3622,5.6,5.66,3.55 +37412,0.38,Premium,G,VS2,59.2,60.0,983,4.73,4.7,2.79 +32493,0.39,Ideal,E,VS2,61.4,56.0,796,4.68,4.74,2.89 +50746,0.69,Ideal,G,SI1,62.4,56.0,2297,5.66,5.69,3.55 +1153,0.71,Ideal,E,VS1,62.4,54.0,2923,5.71,5.74,3.57 +19674,1.09,Ideal,G,VVS2,62.5,56.0,8282,6.54,6.58,4.1 +11308,1.02,Ideal,E,SI2,62.6,54.6,4983,6.4,6.44,4.02 +44033,0.72,Good,J,SI1,60.1,64.0,1547,5.75,5.83,3.48 +28372,0.37,Ideal,H,VS1,61.8,55.0,668,4.63,4.66,2.87 +29025,0.3,Ideal,G,VVS2,62.5,53.8,687,4.26,4.3,2.68 +26388,2.01,Good,H,SI2,64.0,51.0,15888,8.08,8.01,5.15 +2884,0.84,Ideal,G,SI1,62.4,57.0,3279,6.06,6.03,3.77 +36024,0.35,Ideal,G,VS1,61.1,56.0,923,4.55,4.58,2.79 +5381,0.34,Premium,I,SI1,59.2,61.0,574,4.58,4.57,2.71 +842,0.62,Ideal,G,IF,60.5,57.0,2868,5.52,5.56,3.35 +18940,1.26,Very Good,D,SI1,59.9,59.0,7785,7.02,7.14,4.24 +26111,2.01,Premium,I,VS2,62.1,59.0,15379,7.98,8.06,4.98 +41304,0.56,Ideal,I,SI1,61.9,57.0,1212,5.25,5.29,3.26 +12873,1.03,Ideal,H,VS2,62.3,56.0,5364,6.46,6.44,4.02 +25594,1.54,Premium,G,VS1,61.1,56.0,14438,7.54,7.48,4.59 +41108,0.59,Ideal,F,SI2,61.7,54.0,1195,5.4,5.46,3.35 +18657,1.0,Very Good,G,VVS2,61.6,61.0,7623,6.35,6.38,3.92 +47766,0.5,Ideal,D,VS1,61.0,56.0,1893,5.13,5.17,3.14 +15727,1.0,Premium,G,VS1,62.3,58.0,6290,6.39,6.3,3.95 +9591,1.09,Very Good,F,SI2,58.6,63.0,4629,6.73,6.78,3.96 +52573,0.7,Premium,H,VVS2,58.8,58.0,2536,5.88,5.78,3.43 +33264,0.3,Ideal,E,VVS1,60.0,60.0,826,4.37,4.39,2.63 +29420,0.42,Very Good,H,SI1,62.9,57.0,700,4.76,4.84,3.02 +47793,0.7,Good,H,SI2,61.5,63.0,1899,5.59,5.63,3.45 +3321,0.82,Very Good,E,SI1,62.0,60.0,3373,5.96,6.0,3.71 +6052,0.32,Ideal,I,VS2,63.0,56.0,576,4.42,4.38,2.77 +20344,1.03,Ideal,D,VS1,61.5,57.0,8742,6.48,6.52,4.0 +35971,0.41,Ideal,D,SI1,63.0,57.0,920,4.7,4.64,2.94 +36693,0.4,Very Good,D,VS1,59.4,60.0,952,4.77,4.83,2.85 +35439,0.32,Ideal,E,VS2,62.0,54.0,900,4.41,4.37,2.72 +13985,1.24,Premium,H,SI2,61.2,57.0,5694,7.02,6.87,4.25 +41121,0.63,Ideal,H,SI2,61.7,55.0,1196,5.51,5.56,3.41 +43593,0.31,Ideal,H,VS2,62.0,55.0,507,4.36,4.38,2.71 +53391,0.55,Ideal,E,VVS2,61.1,57.0,2664,5.3,5.33,3.24 +29928,0.38,Good,F,VS2,63.4,62.0,713,4.52,4.56,2.88 +25526,2.7,Very Good,H,SI2,63.1,56.0,14341,8.84,8.78,5.56 +36998,0.35,Ideal,D,VS2,60.6,57.0,964,4.63,4.58,2.79 +51262,0.56,Ideal,G,VVS2,62.1,56.0,2357,5.31,5.29,3.29 +40321,0.61,Very Good,J,SI2,58.1,63.0,1125,5.62,5.6,3.26 +44624,0.57,Ideal,E,SI1,62.1,56.0,1608,5.3,5.33,3.3 +2794,0.78,Ideal,F,VS2,61.3,57.0,3259,5.91,5.93,3.63 +35987,0.42,Very Good,H,VVS2,62.9,56.0,921,4.75,4.79,3.0 +53493,0.75,Premium,F,SI1,61.5,58.0,2683,5.83,5.87,3.6 +20170,1.4,Premium,H,SI1,60.5,60.0,8624,7.22,7.16,4.35 +10888,1.21,Ideal,I,SI2,60.7,56.0,4880,6.86,6.91,4.18 +22453,1.5,Very Good,F,SI1,63.0,56.0,10479,7.28,7.32,4.6 +41226,0.43,Ideal,G,VVS1,60.5,57.0,1207,4.86,4.92,2.96 +31536,0.31,Ideal,E,VVS2,61.4,56.0,766,4.36,4.4,2.69 +31528,0.34,Premium,E,SI1,61.9,59.0,765,4.48,4.44,2.76 +35191,0.31,Ideal,G,IF,61.9,53.0,891,4.36,4.39,2.71 +24288,1.51,Premium,E,SI1,61.5,58.0,12530,7.33,7.38,4.52 +48938,0.7,Very Good,J,VS2,63.3,58.0,2044,5.61,5.63,3.56 +1081,0.82,Very Good,H,SI1,63.6,56.0,2908,5.9,5.95,3.77 +34740,0.32,Ideal,F,VS1,62.0,54.0,876,4.44,4.43,2.75 +30638,0.3,Ideal,E,VS1,60.6,56.0,735,4.35,4.36,2.64 +32933,0.41,Very Good,I,VVS2,61.3,60.0,811,4.77,4.82,2.94 +23493,1.43,Ideal,H,VS1,62.0,55.0,11498,7.21,7.28,4.49 +45970,0.3,Very Good,E,SI1,62.4,58.0,526,4.24,4.28,2.66 +47718,0.72,Very Good,J,SI1,58.3,62.0,1886,5.87,5.93,3.44 +41756,0.57,Ideal,E,SI2,62.1,55.0,1244,5.34,5.36,3.32 +46977,0.23,Very Good,F,VVS2,60.3,58.0,530,3.99,4.03,2.42 +31398,0.36,Ideal,H,VVS1,62.0,54.8,764,4.57,4.59,2.84 +19206,1.51,Very Good,J,VS1,63.7,55.0,7953,7.16,7.28,4.6 +48126,0.54,Premium,E,VS1,60.3,58.0,1939,5.26,5.32,3.19 +33130,0.31,Ideal,E,VVS2,61.6,57.0,816,4.33,4.37,2.68 +44576,0.53,Ideal,G,VS1,61.7,55.0,1607,5.18,5.22,3.21 +23479,1.28,Very Good,G,VVS2,59.5,56.0,11478,7.12,7.16,4.25 +18455,1.01,Premium,F,VS1,61.7,58.0,7507,6.43,6.4,3.96 +9188,1.01,Good,E,SI1,63.5,58.0,4546,6.28,6.35,4.01 +35276,0.4,Ideal,D,VS2,62.8,57.0,895,4.68,4.72,2.95 +47972,0.26,Very Good,E,VVS1,61.4,55.0,532,4.12,4.16,2.54 +29843,0.3,Very Good,D,VS2,62.9,58.0,710,4.23,4.26,2.67 +7731,0.3,Very Good,H,VVS2,62.0,59.0,581,4.27,4.34,2.67 +37014,0.33,Premium,G,VVS2,60.9,59.0,965,4.49,4.45,2.72 +36564,0.35,Ideal,I,IF,62.5,55.0,945,4.54,4.52,2.83 +16200,1.7,Good,I,I1,63.6,58.0,6474,7.52,7.48,4.77 +23310,1.62,Very Good,H,SI1,62.2,58.0,11351,7.46,7.5,4.65 +53914,0.8,Good,G,VS2,64.2,58.0,2753,5.84,5.81,3.74 +16053,1.01,Premium,G,VS1,59.8,59.0,6412,6.5,6.55,3.9 +50152,0.71,Premium,G,SI1,62.8,61.0,2215,5.64,5.59,3.53 +26463,2.37,Premium,H,SI2,62.3,57.0,16021,8.55,8.5,5.31 +47794,0.7,Good,I,SI1,63.5,59.0,1899,5.62,5.65,3.58 +7750,1.03,Ideal,F,SI2,61.9,56.0,4280,6.47,6.43,3.99 +19511,1.5,Good,G,SI2,57.9,61.0,8144,7.47,7.51,4.34 +26051,1.52,Ideal,D,VS2,62.3,56.0,15252,7.41,7.32,4.59 +2995,0.9,Good,I,VS2,63.8,55.0,3303,6.07,6.16,3.9 +1488,1.03,Very Good,G,I1,63.2,58.0,2988,6.44,6.34,4.04 +35768,0.4,Ideal,E,VS2,62.6,57.0,912,4.7,4.73,2.95 +16844,1.5,Premium,G,SI2,58.3,61.0,6720,7.55,7.4,4.34 +28809,0.32,Ideal,E,SI1,61.5,55.0,682,4.4,4.44,2.72 +34334,0.3,Very Good,E,VVS1,62.6,56.0,862,4.26,4.27,2.67 +37213,0.34,Ideal,G,IF,62.2,53.0,974,4.49,4.52,2.8 +28353,0.41,Very Good,E,SI1,63.2,57.0,667,4.69,4.74,2.98 +27793,0.37,Ideal,G,VS2,62.2,57.0,649,4.59,4.64,2.87 +14816,1.07,Premium,G,VS1,59.6,58.0,5967,6.66,6.7,3.98 +21848,1.01,Very Good,F,VVS1,62.1,58.0,9908,6.37,6.41,3.97 +27907,0.41,Ideal,D,SI2,62.6,57.0,656,4.72,4.77,2.97 +3597,1.09,Good,G,SI2,57.4,61.0,3424,6.82,6.75,3.89 +26645,2.51,Premium,J,SI2,59.3,58.0,16427,8.87,8.83,5.25 +44452,0.56,Ideal,G,SI1,62.3,53.0,1591,5.31,5.28,3.3 +25214,2.18,Very Good,J,SI1,62.9,59.0,13812,8.21,8.25,5.18 +25014,2.04,Good,J,VS2,59.6,56.0,13550,8.26,8.31,4.94 +38337,0.51,Premium,J,SI1,62.6,59.0,1020,5.1,5.06,3.18 +18672,1.12,Ideal,G,VS2,61.0,57.0,7634,6.69,6.72,4.09 +15171,1.29,Ideal,I,SI2,61.9,57.0,6097,6.99,7.04,4.34 +5653,1.26,Fair,H,SI2,64.9,60.0,3881,6.7,6.62,4.32 +45056,0.58,Very Good,E,SI1,63.1,56.0,1641,5.36,5.32,3.37 +53030,0.72,Ideal,I,VVS2,61.0,57.0,2602,5.81,5.84,3.55 +22186,1.22,Ideal,G,VVS2,62.3,56.0,10221,6.84,6.81,4.25 +11756,1.01,Very Good,F,SI1,62.7,56.0,5078,6.39,6.36,4.0 +39747,0.43,Ideal,G,VS2,62.4,56.0,1093,4.87,4.84,3.02 +38709,0.37,Premium,E,VS2,59.1,60.0,1041,4.68,4.66,2.76 +8962,1.34,Premium,H,SI2,61.6,60.0,4502,7.05,6.97,4.32 +49144,0.58,Ideal,D,VS1,61.4,57.0,2067,5.41,5.34,3.3 +20765,1.22,Ideal,G,VS1,60.7,57.0,9002,6.93,6.94,4.21 +43863,0.5,Ideal,G,VS2,62.0,57.0,1449,5.08,5.11,3.16 +44873,0.52,Very Good,G,VS1,62.3,58.0,1629,5.14,5.17,3.21 +43475,0.5,Good,E,VS2,63.1,61.0,1419,5.0,5.05,3.17 +13955,1.09,Premium,H,VS2,60.0,56.0,5677,6.73,6.68,4.02 +37235,0.4,Ideal,E,VS2,62.4,56.0,975,4.74,4.71,2.95 +1761,0.78,Very Good,F,SI1,62.4,58.0,3045,5.83,5.86,3.65 +43066,0.39,Ideal,F,IF,61.0,56.0,1377,4.72,4.75,2.89 +34686,0.4,Ideal,G,SI1,60.9,55.0,873,4.82,4.79,2.93 +19303,1.15,Premium,F,VS1,62.7,58.0,8018,6.72,6.67,4.2 +21618,1.18,Ideal,E,VS1,62.4,54.0,9709,6.74,6.79,4.22 +40863,0.52,Very Good,E,SI2,62.4,59.0,1175,5.13,5.16,3.21 +37988,0.39,Ideal,G,VVS1,62.4,53.6,1008,4.65,4.7,2.92 +4673,1.01,Very Good,D,SI2,59.1,63.0,3671,6.59,6.54,3.88 +48653,0.36,Premium,D,SI2,61.2,59.0,537,4.56,4.59,2.8 +23983,2.12,Premium,J,SI2,62.3,61.0,12140,8.21,8.16,5.1 +34310,0.29,Ideal,E,VVS1,62.7,55.0,858,4.22,4.2,2.64 +47478,0.71,Very Good,J,SI1,59.1,61.0,1861,5.82,5.85,3.45 +19161,1.0,Fair,E,VVS2,65.4,56.0,7918,6.28,6.2,4.08 +16100,1.69,Premium,I,I1,62.4,60.0,6436,7.59,7.56,4.73 +25923,2.0,Very Good,J,VVS2,63.0,59.0,15076,7.97,8.0,5.03 +15650,1.07,Premium,F,VS2,62.4,57.0,6274,6.55,6.5,4.07 +52827,0.7,Very Good,F,SI1,59.4,59.0,2573,5.75,5.8,3.43 +31779,0.42,Very Good,E,SI1,62.8,59.0,773,4.74,4.78,2.99 +44901,0.5,Premium,E,VS2,62.6,60.0,1629,5.03,5.0,3.14 +18276,1.01,Very Good,D,VS2,61.9,59.0,7422,6.35,6.44,3.96 +10859,1.03,Premium,H,VS1,59.2,58.0,4874,6.66,6.61,3.92 +7331,0.91,Very Good,G,VS1,63.2,58.0,4209,6.15,6.07,3.86 +20626,1.01,Very Good,F,VVS2,61.8,58.0,8922,6.44,6.48,3.99 +43736,0.51,Very Good,G,VS2,62.4,57.0,1438,5.09,5.11,3.18 +39517,0.32,Ideal,E,VVS2,60.8,57.0,1080,4.46,4.42,2.7 +30436,0.32,Very Good,H,VVS1,62.9,57.0,730,4.33,4.38,2.74 +23518,1.5,Good,G,VS1,63.8,59.0,11524,7.16,7.22,4.59 +44983,0.31,Premium,G,SI2,63.0,57.0,523,4.35,4.32,2.73 +16557,1.02,Ideal,F,VS2,62.7,57.0,6614,6.44,6.47,4.05 +28233,0.33,Ideal,F,VS2,61.9,57.0,666,4.4,4.42,2.73 +29754,0.35,Ideal,I,VS1,60.9,57.0,709,4.59,4.54,2.78 +49627,0.3,Premium,H,SI1,62.9,56.0,540,4.31,4.28,2.7 +53763,0.81,Ideal,G,SI1,62.6,55.0,2725,5.97,5.94,3.73 +23380,0.33,Very Good,G,SI1,63.2,57.0,631,4.44,4.39,2.79 +52316,0.32,Premium,D,SI1,62.2,60.0,550,4.34,4.37,2.71 +12790,1.12,Ideal,H,SI2,63.6,56.0,5331,6.68,6.54,4.19 +7269,1.03,Premium,I,VS1,60.1,59.0,4199,6.53,6.46,3.9 +48214,0.57,Ideal,F,VS1,61.9,56.0,1949,5.3,5.39,3.31 +34639,0.31,Ideal,E,VS2,61.8,55.0,872,4.39,4.35,2.7 +13721,0.39,Ideal,G,SI2,61.2,56.0,603,4.71,4.73,2.89 +53020,0.76,Very Good,H,VS2,58.7,61.0,2599,5.96,5.99,3.51 +41510,0.54,Very Good,H,SI1,61.6,56.0,1235,5.21,5.24,3.22 +19294,1.04,Ideal,G,VVS2,62.1,55.1,8012,6.5,6.51,4.04 +19857,1.01,Good,E,VVS2,63.9,58.0,8415,6.31,6.37,4.05 +21025,1.51,Premium,H,VS1,59.8,61.0,9234,7.41,7.35,4.41 +49296,0.3,Ideal,H,VS1,62.3,55.1,539,4.29,4.32,2.68 +49569,0.67,Good,G,VS2,57.5,60.1,2131,5.78,5.83,3.34 +24759,1.5,Premium,G,VS2,60.5,59.0,13112,7.39,7.35,4.46 +15830,1.22,Very Good,G,SI1,62.1,58.0,6334,6.84,6.89,4.26 +27645,1.6,Ideal,F,VS1,60.5,57.0,18571,7.6,7.63,4.61 +30108,0.32,Premium,G,VS2,59.8,59.0,720,4.52,4.48,2.69 +22667,1.31,Ideal,E,VS1,61.7,55.0,10711,7.11,7.05,4.37 +25510,1.51,Premium,E,VS2,62.2,59.0,14300,7.36,7.31,4.56 +52484,1.01,Premium,H,I1,60.1,58.0,2520,6.49,6.44,3.89 +2298,0.76,Very Good,E,VS2,63.0,59.0,3162,5.76,5.79,3.64 +23308,1.56,Premium,H,VS1,62.0,57.0,11345,7.48,7.43,4.62 +48031,0.75,Ideal,J,VS2,62.3,57.0,1923,5.81,5.84,3.63 +40272,0.23,Ideal,F,VS2,61.8,55.0,493,3.93,3.96,2.43 +33438,0.32,Premium,G,VS1,61.3,62.0,828,4.42,4.39,2.7 +21775,1.51,Very Good,G,SI1,62.9,58.0,9841,7.25,7.28,4.57 +40625,0.41,Ideal,E,VS1,61.9,55.0,1153,4.8,4.76,2.96 +1783,0.66,Ideal,D,VVS2,61.6,57.0,3049,5.64,5.57,3.45 +34345,0.3,Ideal,E,VVS1,61.7,58.0,862,4.28,4.31,2.65 +33638,0.38,Premium,G,VS1,61.0,58.0,833,4.67,4.71,2.86 +12588,1.04,Premium,F,SI1,59.8,59.0,5284,6.61,6.56,3.94 +19753,1.01,Premium,F,VVS2,61.8,59.0,8319,6.46,6.42,3.98 +42056,0.47,Ideal,D,VS2,60.3,57.0,1270,5.02,5.07,3.04 +13641,1.08,Premium,H,VS1,59.6,59.0,5582,6.72,6.66,3.99 +47206,0.5,Very Good,G,VVS2,62.8,57.0,1838,4.99,5.04,3.15 +42851,0.41,Ideal,F,VVS1,61.8,57.0,1356,4.79,4.75,2.95 +15190,1.1,Premium,E,SI1,60.7,55.0,6098,6.75,6.66,4.07 +52780,0.7,Very Good,D,SI1,63.7,60.0,2565,5.57,5.61,3.56 +15245,1.1,Premium,G,VS2,59.6,60.0,6121,6.72,6.7,4.0 +32586,0.31,Ideal,E,VVS1,62.4,56.0,801,4.35,4.37,2.72 +3990,0.8,Premium,G,VS1,62.5,58.0,3514,5.9,5.94,3.7 +22940,1.2,Good,F,VVS1,63.6,57.0,10982,6.71,6.74,4.28 +47771,0.7,Very Good,H,SI2,60.9,58.0,1895,5.68,5.74,3.48 +12108,1.01,Good,H,VS2,63.1,59.0,5166,6.3,6.34,3.99 +25973,1.48,Good,G,IF,59.8,61.0,15164,7.54,7.34,4.45 +7302,0.9,Good,E,VS2,64.0,58.0,4203,6.07,6.02,3.87 +34471,0.3,Ideal,D,VVS1,62.2,57.0,866,4.3,4.35,2.69 +7028,1.12,Ideal,G,SI2,62.8,54.0,4158,6.7,6.64,4.19 +30489,0.31,Ideal,D,SI1,62.3,54.0,732,4.37,4.33,2.71 +40347,0.43,Ideal,I,IF,62.0,55.0,1129,4.85,4.83,3.0 +15066,1.2,Premium,F,SI2,59.9,58.0,6055,6.96,6.9,4.15 +50118,0.65,Ideal,H,VVS2,61.6,58.0,2210,5.56,5.6,3.44 +23635,2.0,Fair,H,SI2,64.5,56.0,11655,7.93,7.86,5.09 +9900,1.21,Premium,I,SI2,62.3,59.0,4686,6.82,6.77,4.23 +10030,0.33,Ideal,F,SI2,61.4,55.0,416,4.46,4.5,2.75 +27229,2.01,Premium,I,VS2,61.1,60.0,17592,8.12,8.06,4.94 +30000,0.43,Very Good,H,SI1,60.2,57.0,716,4.91,4.93,2.96 +14385,0.3,Ideal,H,VVS2,61.7,54.0,605,4.31,4.34,2.67 +34504,0.4,Very Good,G,VVS2,63.2,55.0,868,4.72,4.74,2.99 +40493,0.42,Premium,F,VVS2,61.7,59.0,1142,4.78,4.82,2.96 +14662,1.2,Very Good,G,SI1,62.9,57.0,5918,6.73,6.79,4.25 +40486,0.5,Premium,H,SI1,60.2,61.0,1141,5.16,5.14,3.1 +39656,0.42,Premium,H,VS1,61.6,58.0,1087,4.82,4.79,2.96 +3073,0.84,Good,G,VS2,63.6,59.0,3312,5.94,5.89,3.76 +52668,0.78,Very Good,F,SI2,62.2,59.0,2550,5.89,5.94,3.68 +27415,2.05,Ideal,G,SI2,61.6,56.0,18017,8.11,8.16,5.01 +39596,0.34,Premium,E,VVS1,61.7,58.0,1084,4.48,4.43,2.75 +36142,0.33,Premium,E,VS2,61.0,60.0,928,4.46,4.43,2.71 +40191,0.3,Ideal,E,IF,60.9,56.0,1120,4.31,4.33,2.63 +12530,1.04,Very Good,D,SI2,62.9,58.0,5265,6.41,6.47,4.05 +1681,0.8,Ideal,H,VS2,62.1,54.0,3030,5.96,5.99,3.71 +41002,0.43,Ideal,G,VVS1,61.8,55.0,1183,4.87,4.9,3.02 +45563,0.52,Good,G,VS1,63.3,55.0,1689,5.09,5.12,3.23 +51708,0.71,Ideal,G,SI1,61.2,58.0,2400,5.77,5.79,3.54 +41556,0.5,Very Good,G,SI1,62.8,56.0,1237,5.05,5.08,3.18 +21100,1.29,Ideal,H,VS1,61.8,56.0,9273,6.97,7.02,4.32 +25305,2.01,Good,I,SI1,63.8,57.0,13976,7.95,7.91,5.06 +25568,1.63,Very Good,G,VS1,62.5,60.0,14404,7.43,7.51,4.67 +30125,0.32,Ideal,G,VS2,62.0,57.0,720,4.4,4.37,2.72 +20887,1.21,Premium,F,VS1,61.6,59.0,9107,6.84,6.77,4.19 +4927,1.13,Ideal,E,I1,62.0,55.0,3729,6.66,6.7,4.14 +39071,0.4,Good,E,VVS2,58.5,60.0,1059,4.82,4.86,2.83 +16907,1.5,Good,J,SI2,63.6,57.0,6750,7.3,7.23,4.62 +15014,1.01,Very Good,G,VS2,61.9,58.0,6047,6.37,6.42,3.96 +52084,0.77,Good,H,SI1,57.2,65.0,2457,6.08,6.02,3.46 +13120,1.01,Ideal,G,SI1,63.1,53.0,5430,6.36,6.42,4.03 +24545,1.51,Premium,G,VS1,62.4,60.0,12831,7.3,7.34,4.57 +17737,1.13,Ideal,G,VS2,62.1,53.0,7140,6.69,6.74,4.17 +50915,0.7,Very Good,E,SI1,63.4,56.0,2318,5.7,5.6,3.58 +1388,0.24,Ideal,G,VVS1,62.4,56.0,559,3.97,3.99,2.48 +29915,0.34,Very Good,G,VVS2,60.4,57.0,713,4.53,4.56,2.74 +15443,1.0,Very Good,F,VS2,62.2,57.0,6183,6.4,6.43,3.99 +13372,0.24,Very Good,D,VS1,62.2,58.0,419,3.95,3.99,2.47 +10721,0.31,Premium,D,SI2,62.7,59.0,593,4.35,4.3,2.71 +44905,0.55,Premium,E,SI1,62.4,57.6,1630,5.23,5.28,3.27 +3635,0.71,Ideal,G,VS1,60.7,57.0,3431,5.76,5.8,3.51 +50531,0.7,Good,I,VS1,63.2,55.0,2274,5.58,5.63,3.54 +6537,1.03,Premium,E,SI2,58.8,62.0,4070,6.58,6.51,3.85 +41693,0.5,Ideal,G,SI1,62.5,57.0,1240,5.09,5.05,3.17 +8825,1.03,Very Good,D,SI2,61.8,60.0,4478,6.42,6.45,3.98 +2843,0.75,Very Good,F,VS1,62.3,57.0,3270,5.83,5.88,3.65 +1843,0.71,Premium,E,VS2,62.0,61.0,3062,5.71,5.65,3.52 +16556,1.01,Good,G,VS1,57.7,63.0,6613,6.55,6.65,3.81 +41398,0.42,Ideal,F,VVS1,62.2,53.0,1223,4.81,4.83,3.0 +7073,0.33,Ideal,G,VS2,62.5,57.0,579,4.39,4.41,2.75 +24944,2.01,Premium,J,VS2,60.5,60.0,13400,8.13,8.09,4.91 +16429,1.13,Premium,G,VS2,60.1,59.0,6561,6.82,6.75,4.08 +43204,0.5,Premium,H,VS1,60.3,58.0,1395,5.22,5.17,3.13 +19670,1.2,Premium,E,VS2,62.0,59.0,8279,6.78,6.71,4.18 +23743,2.0,Very Good,J,SI2,59.8,60.0,11792,8.09,8.13,4.85 +36847,0.37,Ideal,F,VS2,61.1,57.0,957,4.67,4.63,2.84 +31114,0.3,Very Good,D,VVS2,63.2,55.0,754,4.27,4.3,2.71 +53871,0.7,Ideal,G,SI1,60.7,55.0,2744,5.76,5.8,3.51 +42787,0.51,Premium,F,SI1,59.4,61.0,1349,5.26,5.21,3.11 +1575,0.71,Ideal,I,VVS2,60.4,57.0,3007,5.78,5.81,3.5 +3405,0.31,Good,D,VS2,63.6,56.0,567,4.26,4.32,2.73 +52687,0.58,Ideal,E,VVS2,62.1,56.0,2551,5.36,5.33,3.32 +52942,0.7,Very Good,F,VS2,61.6,60.0,2593,5.63,5.71,3.49 +20952,1.2,Very Good,G,VVS2,60.7,60.0,9169,6.8,6.84,4.14 +46631,0.3,Ideal,H,VS1,62.7,55.0,526,4.25,4.3,2.68 +37404,0.38,Ideal,D,VS1,61.9,53.5,983,4.66,4.69,2.9 +5061,0.34,Very Good,F,SI2,63.3,54.0,574,4.48,4.46,2.83 +28002,0.3,Ideal,E,VS2,61.8,57.0,658,4.3,4.34,2.67 +3595,0.9,Good,J,VS2,57.9,63.0,3423,6.32,6.35,3.67 +4485,0.83,Premium,E,VS2,61.3,59.0,3625,6.08,6.02,3.71 +1778,0.72,Very Good,E,VS1,63.1,56.0,3048,5.7,5.65,3.58 +17708,0.3,Very Good,F,VVS2,64.2,56.0,613,4.22,4.26,2.72 +4235,0.9,Good,G,SI1,63.9,60.0,3574,6.07,6.1,3.89 +30814,0.38,Ideal,G,VS2,61.6,57.0,743,4.62,4.66,2.86 +31228,0.32,Ideal,D,SI1,62.7,57.0,756,4.37,4.34,2.73 +37460,0.42,Ideal,H,VVS2,62.9,56.0,984,4.79,4.75,3.0 +12180,1.02,Good,E,SI1,63.2,61.0,5183,6.31,6.37,4.01 +49194,0.61,Good,F,VS1,61.9,60.0,2076,5.39,5.41,3.34 +29776,0.3,Ideal,I,VVS1,62.3,55.0,709,4.29,4.28,2.67 +49976,0.29,Very Good,G,VVS2,61.9,56.0,541,4.27,4.3,2.65 +5760,1.01,Premium,F,SI2,58.3,58.0,3897,6.56,6.55,3.82 +18025,1.24,Fair,D,SI1,55.6,67.0,7291,7.27,7.11,4.0 +51416,0.76,Ideal,H,SI1,62.4,55.0,2371,5.87,5.83,3.65 +40786,0.4,Ideal,F,VVS1,61.8,58.0,1168,4.72,4.76,2.93 +39812,0.39,Ideal,F,VVS2,61.8,55.0,1097,4.68,4.75,2.92 +15816,2.14,Fair,H,I1,66.4,56.0,6328,8.0,7.92,5.29 +51423,0.57,Ideal,E,VVS2,62.5,54.0,2372,5.35,5.28,3.32 +41156,0.4,Ideal,G,IF,61.2,56.0,1199,4.74,4.77,2.91 +34658,0.31,Ideal,E,VS2,61.6,56.0,872,4.38,4.32,2.68 +52337,0.72,Good,H,VS2,61.8,61.0,2497,5.68,5.75,3.53 +4961,0.9,Good,I,IF,63.7,64.0,3734,6.02,6.07,3.85 +136,0.63,Premium,E,VVS1,60.9,60.0,2765,5.52,5.55,3.37 +30454,0.3,Good,F,VS1,63.7,56.0,731,4.28,4.26,2.72 +1054,0.25,Premium,F,VS1,61.2,59.0,558,4.05,4.02,2.47 +38536,0.34,Ideal,D,VS2,61.4,56.0,1033,4.53,4.5,2.77 +13924,1.05,Very Good,F,SI1,59.7,60.0,5666,6.63,6.71,3.98 +47525,0.54,Ideal,G,VS1,61.4,55.0,1868,5.26,5.3,3.24 +18363,0.37,Premium,F,SI1,60.3,58.0,616,4.62,4.66,2.8 +31128,0.31,Ideal,E,VS1,61.2,55.0,754,4.4,4.42,2.7 +48277,0.53,Ideal,D,VS2,62.6,56.0,1956,5.18,5.14,3.23 +36685,0.4,Ideal,E,VS1,62.4,54.0,951,4.73,4.75,2.96 +27168,2.01,Very Good,I,VS2,63.8,59.0,17422,7.89,7.85,5.02 +3471,0.71,Good,F,IF,62.1,62.0,3393,5.68,5.79,3.56 +36966,0.41,Ideal,G,VS1,61.6,57.0,961,4.77,4.74,2.93 +40605,0.24,Ideal,G,VVS2,61.2,56.0,498,3.99,4.02,2.45 +41869,0.38,Ideal,D,VVS2,61.5,57.0,1257,4.67,4.63,2.86 +39963,0.52,Premium,I,SI1,62.9,58.0,1105,5.14,5.04,3.2 +8655,1.03,Ideal,F,SI2,61.8,56.0,4454,6.49,6.46,4.0 +45307,0.3,Ideal,D,SI1,61.9,55.0,524,4.32,4.34,2.68 +50450,0.7,Very Good,F,SI1,63.4,59.0,2264,5.59,5.64,3.56 +38531,0.34,Ideal,E,VS1,61.0,57.0,1033,4.52,4.49,2.75 +31466,0.34,Very Good,I,VVS2,63.1,56.0,765,4.47,4.43,2.81 +26091,2.51,Ideal,H,SI1,62.9,56.0,15324,8.65,8.61,5.43 +15228,1.01,Good,D,VS2,67.0,57.0,6113,6.11,6.22,4.13 +39387,0.52,Ideal,I,SI1,61.8,56.0,1075,5.15,5.18,3.19 +18313,1.21,Very Good,H,VS1,62.6,58.0,7445,6.71,6.75,4.21 +28877,0.31,Ideal,D,SI1,62.5,53.0,684,4.37,4.34,2.72 +30909,0.43,Ideal,F,SI1,61.4,55.0,745,4.88,4.92,3.01 +34974,0.23,Very Good,D,VVS1,60.5,55.0,472,4.01,4.02,2.43 +2725,0.26,Good,F,VVS1,63.3,57.0,564,4.05,4.07,2.57 +36063,0.31,Ideal,G,IF,61.6,55.0,924,4.34,4.39,2.69 +51025,0.72,Ideal,D,SI2,61.2,57.0,2328,5.76,5.8,3.54 +30901,0.31,Good,F,VS2,64.2,59.0,744,4.3,4.23,2.74 +16295,1.2,Ideal,H,SI1,62.1,56.0,6518,6.83,6.76,4.22 +10541,1.0,Ideal,E,SI2,62.2,52.0,4808,6.42,6.47,4.01 +51121,0.57,Ideal,F,VVS2,62.1,56.0,2339,5.31,5.35,3.31 +36149,0.33,Ideal,E,VS2,62.1,56.0,928,4.45,4.4,2.75 +50141,0.7,Very Good,H,SI1,62.8,57.0,2214,5.61,5.66,3.54 +19492,1.52,Premium,H,SI2,58.7,62.0,8127,7.6,7.53,4.44 +41885,0.54,Ideal,I,VS2,61.5,55.0,1259,5.25,5.29,3.24 +26954,2.07,Very Good,H,SI1,59.8,58.0,17019,8.23,8.26,4.93 +30347,0.33,Very Good,D,VS1,60.3,61.0,727,4.48,4.51,2.71 +34642,0.31,Premium,E,VS2,60.8,58.0,872,4.37,4.35,2.65 +20163,1.06,Ideal,F,VVS2,61.1,57.0,8619,6.57,6.62,4.03 +13720,0.3,Ideal,F,VS1,62.3,56.0,603,4.26,4.28,2.66 +36624,0.24,Very Good,E,VVS2,57.7,61.0,478,4.12,4.13,2.38 +41245,0.34,Ideal,E,VVS1,61.1,56.0,1208,4.52,4.55,2.77 +6943,0.82,Very Good,F,VVS2,63.1,59.0,4141,5.91,5.97,3.75 +19144,1.6,Very Good,I,SI2,62.2,59.0,7906,7.42,7.46,4.63 +24771,2.01,Premium,J,SI2,60.8,57.2,13133,8.13,8.15,4.95 +18778,1.02,Very Good,D,VS2,63.2,58.0,7677,6.4,6.36,4.03 +40945,0.31,Very Good,F,VS2,62.1,54.0,500,4.34,4.39,2.71 +42519,0.5,Fair,D,SI1,65.1,58.0,1323,5.0,4.96,3.24 +28581,0.3,Premium,G,VS2,60.6,60.0,675,4.34,4.3,2.62 +6138,1.13,Premium,J,SI2,62.4,59.0,3987,6.68,6.62,4.15 +47126,0.7,Fair,E,SI2,70.6,56.0,1828,5.45,5.35,3.81 +24160,2.01,Ideal,I,SI2,62.1,57.0,12338,8.07,8.03,5.0 +8312,1.0,Premium,H,SI1,59.0,60.0,4389,6.52,6.56,3.86 +1348,0.71,Ideal,G,VS1,62.2,56.0,2962,5.69,5.72,3.55 +12188,1.01,Very Good,H,VS2,62.0,59.0,5186,6.45,6.48,4.01 +9575,1.0,Premium,D,SI2,59.4,60.0,4626,6.56,6.48,3.87 +47277,0.51,Ideal,D,VS1,60.9,57.0,1845,5.2,5.17,3.16 +21969,1.3,Ideal,G,VS1,62.0,55.0,10038,6.98,7.02,4.34 +2923,0.91,Good,I,VS2,64.2,55.0,3287,6.13,6.09,3.92 +51782,0.6,Ideal,G,VVS2,61.6,55.0,2413,5.44,5.47,3.36 +230,0.52,Ideal,F,IF,62.2,55.0,2783,5.14,5.18,3.21 +2657,0.7,Premium,G,VVS1,62.8,58.0,3234,5.68,5.62,3.55 +3752,0.78,Ideal,D,SI2,61.4,57.0,3454,5.91,5.94,3.64 +53863,0.71,Premium,E,SI1,62.7,56.0,2743,5.71,5.64,3.56 +51591,0.73,Premium,I,VS1,61.2,59.0,2393,5.84,5.82,3.57 +51371,0.61,Ideal,F,VS1,62.3,55.0,2366,5.46,5.49,3.41 +35135,0.41,Very Good,F,VS1,62.9,57.0,889,4.7,4.74,2.97 +17779,1.55,Premium,E,SI2,58.5,57.0,7161,7.66,7.57,4.46 +43960,0.31,Ideal,F,SI1,62.3,56.0,516,4.32,4.35,2.7 +17321,1.19,Premium,H,VS2,61.1,58.0,6944,6.83,6.78,4.16 +34299,0.4,Good,E,SI1,64.2,57.0,857,4.68,4.66,3.0 +12451,1.02,Very Good,E,SI1,63.5,55.0,5245,6.3,6.37,4.02 +31929,0.3,Premium,G,VS1,62.4,58.0,776,4.24,4.22,2.64 +28236,0.33,Ideal,G,VS1,62.3,57.0,666,4.38,4.42,2.74 +43537,0.51,Ideal,G,VS2,61.6,56.0,1427,5.13,5.18,3.18 +28911,0.3,Premium,G,VVS2,62.6,58.0,684,4.27,4.29,2.68 +48475,0.66,Good,H,VS1,59.8,60.9,1978,5.62,5.68,3.38 +5597,1.01,Premium,H,SI1,62.1,57.0,3869,6.47,6.37,3.99 +20875,1.06,Ideal,E,VS2,61.3,57.0,9092,6.54,6.57,4.02 +27367,0.28,Ideal,E,VVS2,62.4,56.0,646,4.16,4.2,2.61 +40436,0.55,Good,E,SI1,63.3,54.0,1138,5.21,5.24,3.31 +43388,0.5,Very Good,H,VS1,62.5,58.0,1410,5.04,5.1,3.17 +45853,0.56,Ideal,H,VS1,61.1,57.0,1715,5.31,5.34,3.25 +42634,0.58,Premium,H,SI1,59.7,57.0,1332,5.47,5.41,3.25 +32745,0.31,Ideal,D,VS2,60.7,57.0,803,4.37,4.4,2.66 +9763,1.11,Premium,H,SI2,62.9,59.0,4662,6.59,6.54,4.13 +38153,0.75,Good,F,I1,64.0,59.0,1013,5.78,5.62,3.66 +45981,0.3,Good,E,SI1,63.8,55.0,526,4.25,4.28,2.72 +45908,0.54,Premium,H,VS1,62.6,59.0,1720,5.22,5.19,3.26 +4467,0.7,Very Good,D,VVS2,61.1,57.0,3622,5.7,5.75,3.5 +14145,1.22,Premium,G,SI2,61.9,58.0,5739,6.88,6.79,4.23 +34206,0.33,Premium,F,VS2,62.4,57.0,854,4.43,4.39,2.75 +31725,0.4,Very Good,G,VS2,61.9,59.0,772,4.67,4.7,2.9 +16815,1.21,Very Good,F,SI1,59.4,56.0,6708,6.95,7.0,4.14 +9631,1.21,Very Good,G,SI1,63.4,60.0,4637,6.68,6.63,4.22 +10566,1.0,Premium,H,SI1,58.3,60.0,4816,6.5,6.44,3.77 +2634,0.7,Ideal,D,VS1,62.9,57.0,3229,5.67,5.61,3.55 +26962,1.75,Very Good,G,VS1,59.6,60.0,17036,7.76,7.9,4.67 +5254,0.59,Ideal,D,VVS1,62.3,54.0,3791,5.36,5.39,3.35 +38755,0.32,Ideal,D,VS1,61.4,57.0,1044,4.43,4.4,2.71 +11588,1.0,Fair,F,SI1,61.3,62.0,5040,6.45,6.37,3.93 +39266,0.38,Ideal,G,VS1,61.8,56.0,1069,4.65,4.64,2.87 +5988,1.04,Ideal,I,SI2,62.4,57.0,3953,6.48,6.46,4.04 +53844,0.57,Ideal,E,VVS1,61.8,56.0,2739,5.33,5.35,3.3 +17984,1.06,Premium,E,VS2,61.3,58.0,7275,6.52,6.56,4.01 +31833,0.34,Ideal,G,VVS2,62.1,55.0,775,4.44,4.48,2.77 +26205,1.5,Very Good,F,VS1,60.5,55.0,15585,7.39,7.48,4.5 +9685,1.1,Premium,G,SI2,61.4,59.0,4650,6.71,6.59,4.08 +39722,0.52,Ideal,G,SI2,61.6,55.0,1090,5.16,5.19,3.19 +23402,1.31,Premium,G,VVS2,62.7,59.0,11389,6.96,6.92,4.35 +15809,1.06,Premium,G,VS2,60.1,58.0,6325,6.67,6.64,4.0 +25954,2.08,Ideal,I,SI2,62.3,56.0,15132,8.16,8.22,5.1 +5040,1.08,Premium,I,SI2,60.1,59.0,3750,6.75,6.69,4.04 +51227,0.7,Premium,G,SI1,59.0,62.0,2352,5.77,5.75,3.4 +35486,0.43,Premium,E,SI2,61.0,60.0,903,4.94,4.87,2.99 +17700,1.01,Very Good,G,VVS2,62.5,54.0,7137,6.38,6.41,4.0 +16123,1.3,Good,D,SI2,57.1,63.0,6443,7.27,7.22,4.14 +45428,0.51,Ideal,H,VVS2,61.2,57.0,1669,5.14,5.19,3.16 +24219,2.01,Premium,J,SI2,61.4,60.0,12407,8.14,8.07,4.98 +8291,1.03,Premium,H,SI1,60.7,60.0,4384,6.61,6.53,3.99 +36582,0.33,Ideal,G,IF,61.5,55.0,946,4.48,4.5,2.76 +16812,1.08,Ideal,G,VS2,61.3,56.0,6706,6.62,6.59,4.05 +42,0.33,Ideal,J,SI1,61.1,56.0,403,4.49,4.55,2.76 +14006,1.2,Premium,F,SI2,61.9,59.0,5699,6.86,6.74,4.21 +8981,1.06,Very Good,I,SI1,60.2,59.0,4507,6.62,6.67,4.0 +29455,0.4,Premium,I,SI2,60.5,58.0,702,4.82,4.76,2.9 +27745,2.29,Premium,I,SI1,61.8,59.0,18797,8.52,8.45,5.24 +15001,1.3,Good,H,SI2,63.7,57.0,6042,6.94,6.87,4.4 +41321,0.52,Ideal,I,VS2,61.9,55.0,1214,5.19,5.21,3.22 +10373,0.91,Ideal,G,VS1,62.3,55.0,4775,6.22,6.17,3.86 +53532,0.71,Ideal,D,SI2,61.6,56.0,2690,5.78,5.82,3.57 +19017,1.11,Premium,F,VS1,59.4,58.0,7832,6.81,6.75,4.03 +38236,0.35,Ideal,H,IF,60.7,56.0,1017,4.62,4.61,2.8 +23217,1.72,Ideal,I,VS2,62.8,57.0,11226,7.69,7.63,4.81 +13,0.22,Premium,F,SI1,60.4,61.0,342,3.88,3.84,2.33 +50495,0.7,Premium,F,SI1,61.8,59.0,2268,5.76,5.67,3.53 +6654,0.9,Good,G,VS2,63.6,59.0,4093,6.04,6.1,3.86 +19493,1.5,Very Good,I,SI1,60.3,60.0,8127,7.46,7.43,4.49 +36183,0.41,Premium,E,SI1,61.0,61.0,930,4.77,4.74,2.9 +42715,0.54,Ideal,E,SI2,60.6,57.0,1340,5.28,5.25,3.19 +39710,0.44,Premium,D,SI1,62.9,58.0,1089,4.85,4.82,3.04 +2536,0.9,Fair,D,SI2,64.7,54.0,3205,6.1,6.04,3.93 +7542,1.1,Good,F,SI2,63.8,56.0,4244,6.53,6.48,4.15 +27904,0.41,Very Good,G,SI2,59.9,60.0,656,4.82,4.86,2.9 +27808,0.23,Ideal,F,VVS2,61.6,54.0,650,3.97,3.99,2.45 +4924,0.91,Ideal,I,VS2,62.2,59.0,3726,6.13,6.18,3.83 +36805,0.3,Ideal,G,IF,62.1,55.0,956,4.35,4.31,2.69 +35917,0.43,Ideal,H,SI1,62.4,56.0,919,4.83,4.81,3.01 +49359,0.51,Ideal,F,VVS2,61.7,56.0,2098,5.14,5.16,3.18 +43536,0.56,Ideal,H,VS2,61.7,54.0,1427,5.31,5.33,3.28 +13472,1.07,Ideal,G,SI1,61.7,54.0,5532,6.59,6.61,4.07 +40256,0.3,Ideal,E,VVS2,61.4,55.0,1125,4.36,4.34,2.67 +34799,0.42,Ideal,D,VS2,62.4,55.0,877,4.79,4.83,3.0 +34995,0.4,Very Good,H,VVS2,59.7,57.0,882,4.83,4.85,2.89 +40076,0.3,Ideal,F,VVS1,62.4,56.0,1114,4.31,4.28,2.68 +229,0.75,Premium,F,SI1,61.4,59.0,2782,5.88,5.85,3.6 +17465,1.16,Premium,F,VS2,62.7,58.0,7003,6.71,6.65,4.19 +15405,1.02,Premium,G,VS2,62.1,59.0,6169,6.47,6.41,4.0 +29252,0.41,Very Good,G,SI1,62.4,56.0,698,4.75,4.77,2.97 +12489,1.02,Very Good,H,VS2,63.3,60.0,5255,6.42,6.38,4.05 +8463,1.1,Very Good,H,SI1,62.5,56.0,4414,6.56,6.63,4.12 +49555,0.91,Fair,I,SI2,65.0,58.0,2129,6.05,6.02,3.92 +1839,0.7,Premium,F,VVS2,58.7,60.0,3062,5.8,5.75,3.39 +7647,1.03,Ideal,F,SI2,62.3,56.0,4268,6.51,6.43,4.03 +41074,0.41,Ideal,F,VVS2,60.1,57.0,1192,4.85,4.83,2.91 +8905,1.21,Premium,J,SI1,59.7,60.0,4492,6.9,6.93,4.13 +6350,0.93,Very Good,I,VS1,62.6,59.0,4033,6.17,6.2,3.87 +28366,0.36,Ideal,F,SI1,62.7,57.0,667,4.56,4.53,2.85 +53476,0.7,Very Good,G,VVS2,63.6,57.0,2681,5.59,5.63,3.57 +34851,0.3,Premium,G,VVS2,61.3,58.0,878,4.34,4.28,2.64 +16991,1.01,Premium,E,VS2,62.0,59.0,6787,6.46,6.44,4.0 +1363,1.5,Fair,H,I1,65.6,54.0,2964,7.26,7.09,4.7 +16779,1.02,Premium,G,VS1,62.0,56.0,6683,6.5,6.43,4.01 +39093,0.41,Premium,I,VVS2,59.9,58.0,1061,4.87,4.81,2.9 +42961,0.55,Ideal,D,SI2,61.6,56.0,1364,5.28,5.31,3.26 +14830,1.01,Premium,E,SI1,60.0,59.0,5973,6.53,6.47,3.9 +5244,1.0,Ideal,J,SI1,62.7,58.0,3788,6.35,6.41,4.0 +30652,0.32,Ideal,D,VS1,61.8,56.0,736,4.39,4.41,2.72 +43833,0.59,Very Good,I,VS2,60.3,59.0,1445,5.41,5.43,3.27 +42464,0.5,Good,E,SI1,63.3,58.0,1316,4.99,5.03,3.17 +10019,1.11,Ideal,H,SI2,61.4,57.0,4709,6.63,6.67,4.08 +19888,1.24,Very Good,H,VVS2,61.3,55.0,8438,6.94,6.96,4.26 +36239,0.32,Ideal,D,VS1,60.2,57.0,933,4.45,4.42,2.67 +44016,0.51,Ideal,G,VS2,62.7,57.0,1546,5.12,5.05,3.19 +26231,2.1,Ideal,I,SI2,61.9,56.0,15653,8.22,8.2,5.08 +16998,1.01,Very Good,F,VS2,63.1,58.0,6787,6.4,6.35,4.02 +30842,0.33,Ideal,H,VS1,61.5,56.0,743,4.47,4.44,2.74 +52216,0.81,Very Good,J,SI1,63.1,59.0,2482,5.88,5.91,3.72 +48400,0.59,Ideal,E,VS2,62.3,55.0,1968,5.35,5.38,3.34 +45417,0.55,Ideal,E,SI1,60.7,57.0,1668,5.3,5.27,3.21 +7838,1.2,Premium,H,SI2,60.8,59.0,4301,6.8,6.75,4.12 +23907,1.61,Very Good,G,SI1,62.6,56.0,12028,7.44,7.54,4.69 +44324,0.33,Premium,I,VS1,61.1,59.0,521,4.44,4.47,2.72 +31387,0.35,Very Good,D,VS1,60.9,58.0,763,4.54,4.56,2.77 +31650,0.28,Very Good,E,VS1,61.4,60.0,452,4.16,4.24,2.58 +36034,0.41,Premium,G,SI1,60.3,60.0,923,4.8,4.76,2.88 +8679,1.09,Premium,G,SI2,59.0,58.0,4456,6.78,6.72,3.98 +32455,0.4,Premium,H,VS1,61.8,59.2,793,4.72,4.74,2.92 +49969,0.33,Good,E,SI1,63.1,56.0,540,4.42,4.45,2.8 +5437,1.05,Premium,G,SI2,60.1,60.0,3828,6.58,6.66,3.98 +15061,1.07,Ideal,F,SI1,62.3,53.0,6049,6.57,6.59,4.1 +19203,1.56,Fair,I,SI1,64.6,62.0,7950,7.26,7.23,4.68 +41661,0.5,Ideal,D,SI2,61.6,57.0,1239,5.1,5.13,3.15 +17437,1.0,Premium,G,VS1,58.6,61.0,6989,6.57,6.5,3.83 +45708,0.56,Ideal,H,VS1,62.8,56.0,1698,5.28,5.23,3.3 +32751,0.43,Ideal,E,SI1,61.2,56.2,803,4.87,4.89,2.99 +43747,0.51,Premium,G,VS2,61.2,60.0,1438,5.12,5.17,3.15 +12931,1.31,Very Good,J,SI1,62.5,55.0,5382,6.97,7.05,4.38 +23967,1.18,Very Good,E,VVS2,61.5,58.0,12100,6.78,6.87,4.2 +28062,0.31,Ideal,E,SI1,61.5,55.0,660,4.37,4.41,2.7 +33357,0.41,Premium,G,VS2,61.5,58.0,827,4.8,4.82,2.96 +4200,1.01,Very Good,F,SI2,63.4,60.0,3563,6.33,6.26,3.99 +22721,1.58,Premium,H,SI1,61.5,59.0,10738,7.47,7.45,4.59 +7456,1.0,Premium,F,SI1,63.0,60.0,4234,6.34,6.24,3.97 +45665,0.52,Ideal,G,VS1,62.8,55.0,1694,5.16,5.13,3.23 +26323,2.03,Very Good,I,VS2,61.4,59.0,15826,8.06,8.12,4.97 +15512,1.03,Premium,G,VS2,62.3,59.0,6214,6.38,6.42,3.99 +38940,0.4,Premium,E,VS1,60.3,58.0,1053,4.8,4.82,2.9 +15674,1.01,Very Good,F,VS2,58.8,59.0,6288,6.55,6.59,3.86 +17110,1.31,Premium,J,VS2,62.0,59.0,6822,7.04,6.97,4.34 +47543,0.52,Ideal,F,VS1,61.6,56.0,1872,5.2,5.16,3.18 +13029,0.26,Ideal,H,IF,61.1,57.0,600,4.16,4.12,2.53 +41169,0.38,Premium,F,VVS1,59.2,58.0,1200,4.76,4.8,2.83 +30753,0.25,Premium,F,VVS2,62.0,59.0,740,4.04,3.99,2.49 +12932,1.14,Ideal,H,SI1,62.3,56.0,5382,6.69,6.77,4.19 +17413,1.01,Very Good,G,VVS2,63.3,57.0,6975,6.29,6.36,4.01 +20649,1.52,Very Good,I,VS2,63.3,61.0,8938,7.27,7.23,4.59 +4355,1.04,Very Good,I,SI2,59.6,57.0,3603,6.6,6.62,3.94 +32850,0.4,Premium,H,VS1,62.6,58.0,807,4.66,4.73,2.94 +24504,1.5,Ideal,G,VS2,62.5,55.0,12787,7.26,7.23,4.53 +39334,0.3,Premium,G,IF,58.4,62.0,1071,4.43,4.4,2.58 +29432,0.38,Premium,H,VS2,60.9,60.0,700,4.62,4.67,2.83 +35805,0.34,Ideal,D,VS1,60.3,57.0,914,4.52,4.55,2.73 +13596,1.04,Premium,H,VS2,61.2,59.0,5561,6.57,6.51,4.0 +26393,2.2,Premium,G,SI2,60.4,60.0,15897,8.44,8.36,5.08 +26440,2.01,Premium,G,SI2,59.8,58.0,15977,8.21,8.15,4.89 +2460,0.92,Premium,I,SI1,62.9,60.0,3190,6.18,6.13,3.87 +7436,0.9,Fair,F,VS2,64.4,53.0,4229,6.08,6.04,3.9 +17712,0.41,Ideal,J,VS2,62.4,53.0,613,4.79,4.83,3.0 +24623,1.11,Ideal,F,VVS1,59.7,58.0,12956,6.7,6.74,4.01 +48220,0.57,Ideal,G,VS1,62.0,55.0,1949,5.35,5.29,3.3 +42225,0.52,Ideal,E,SI2,62.9,56.0,1290,5.12,5.08,3.21 +21410,1.5,Very Good,H,SI1,61.6,57.0,9523,7.26,7.35,4.5 +41378,0.53,Ideal,F,SI2,60.9,55.0,1220,5.26,5.29,3.21 +40445,0.7,Premium,G,I1,59.7,59.0,1138,5.76,5.57,3.39 +30271,0.31,Good,H,SI1,63.1,57.0,446,4.31,4.34,2.73 +42404,0.53,Ideal,G,SI1,62.7,55.0,1308,5.15,5.19,3.24 +17552,1.03,Ideal,G,VS2,61.6,55.0,7064,6.49,6.54,4.01 +919,1.02,Ideal,J,SI2,60.3,54.0,2879,6.53,6.5,3.93 +46166,0.5,Ideal,E,VS2,62.6,54.0,1746,5.11,5.08,3.19 +16383,1.04,Very Good,G,VS1,63.2,56.0,6541,6.39,6.46,4.06 +7412,1.06,Very Good,F,SI2,60.0,59.0,4224,6.6,6.63,3.97 +44276,0.52,Good,E,VS2,63.4,57.0,1576,5.12,5.16,3.26 +3775,0.8,Very Good,F,VS1,63.7,56.0,3460,5.87,5.9,3.75 +34163,0.33,Ideal,G,VS1,61.7,56.0,854,4.47,4.44,2.75 +23114,1.31,Ideal,F,VS1,61.7,56.0,11136,7.02,7.04,4.34 +42246,0.57,Ideal,H,SI1,61.8,55.0,1292,5.31,5.37,3.3 +13211,1.13,Ideal,E,SI2,62.2,56.0,5457,6.7,6.66,4.16 +47310,0.26,Ideal,H,SI1,62.2,54.0,397,4.1,4.13,2.56 +30105,0.32,Premium,H,VS1,62.8,58.0,720,4.37,4.35,2.74 +19104,1.22,Ideal,H,SI1,61.9,55.0,7870,6.82,6.87,4.24 +414,0.29,Ideal,F,VS1,61.6,56.0,555,4.26,4.31,2.64 +3357,0.71,Ideal,E,VS2,61.6,56.0,3381,5.71,5.75,3.53 +3275,1.0,Premium,I,SI1,62.2,62.0,3360,6.39,6.33,3.96 +52958,0.24,Very Good,F,VVS1,61.8,59.0,552,3.93,4.0,2.45 +53581,0.74,Very Good,F,SI1,61.7,55.0,2698,5.83,5.87,3.61 +34272,0.25,Very Good,H,VVS2,63.3,54.0,467,3.98,4.02,2.52 +53248,0.73,Premium,F,SI1,58.7,59.0,2644,5.97,5.92,3.49 +31190,0.32,Good,D,SI1,63.8,56.0,756,4.35,4.33,2.77 +15450,1.22,Premium,H,VS2,62.7,59.0,6184,6.82,6.81,4.27 +34990,0.34,Ideal,D,VS2,61.6,55.0,881,4.54,4.48,2.78 +43519,0.61,Ideal,F,SI2,61.3,55.0,1424,5.47,5.55,3.38 +7983,1.03,Ideal,H,SI2,61.1,57.0,4325,6.48,6.52,3.97 +12351,0.91,Premium,E,VS1,62.9,56.0,5228,6.21,6.13,3.88 +7157,0.85,Ideal,E,SI1,60.7,57.0,4181,6.11,6.14,3.72 +24128,1.51,Very Good,I,IF,62.2,62.0,12291,7.3,7.33,4.55 +35145,0.31,Very Good,E,VVS1,61.2,58.0,890,4.35,4.38,2.67 +10682,1.03,Premium,H,SI1,62.2,60.0,4843,6.4,6.43,3.99 +42331,0.56,Ideal,E,SI2,61.9,55.0,1296,5.32,5.34,3.3 +28878,0.31,Ideal,D,SI1,61.2,57.0,684,4.38,4.34,2.67 +53739,0.7,Ideal,G,VS2,62.3,57.0,2723,5.67,5.7,3.54 +35442,0.32,Ideal,E,VS2,62.1,56.0,900,4.41,4.38,2.73 +5772,0.91,Ideal,E,SI2,60.8,56.0,3898,6.29,6.25,3.81 +47731,0.7,Very Good,H,SI2,63.8,55.0,1890,5.57,5.59,3.56 +51067,0.7,Ideal,E,SI2,62.0,58.0,2332,5.66,5.7,3.52 +36344,0.39,Premium,G,SI1,61.4,56.0,936,4.75,4.7,2.9 +11439,1.03,Ideal,H,SI1,62.2,56.0,5005,6.45,6.51,4.03 +18791,1.12,Very Good,G,VS1,62.2,59.0,7687,6.58,6.61,4.1 +22925,1.5,Very Good,F,SI1,63.4,58.0,10962,7.2,7.16,4.55 +2357,1.01,Fair,G,SI2,68.5,63.0,3173,6.08,6.0,4.14 +9193,0.9,Good,G,VS2,60.4,61.0,4547,6.23,6.32,3.79 +2325,1.08,Ideal,F,I1,61.8,56.0,3168,6.64,6.62,4.1 +16409,1.5,Fair,G,SI2,68.5,66.0,6552,6.87,6.76,4.67 +21626,2.43,Premium,G,I1,61.7,60.0,9716,8.54,8.49,5.25 +28358,0.4,Ideal,I,VS2,62.6,54.0,667,4.74,4.75,2.97 +14348,1.5,Very Good,G,I1,60.3,61.0,5808,7.34,7.39,4.44 +36732,0.32,Premium,G,IF,59.4,59.0,954,4.48,4.51,2.67 +3543,1.07,Ideal,H,I1,62.1,55.0,3412,6.55,6.59,4.08 +20509,1.7,Premium,I,VS1,61.5,58.0,8840,7.74,7.64,4.73 +1210,0.71,Very Good,H,VVS1,62.7,57.0,2938,5.66,5.72,3.57 +22149,2.01,Good,I,SI1,64.1,60.0,10184,7.92,7.88,5.06 +4279,0.8,Ideal,E,VS2,62.2,57.0,3584,5.98,5.95,3.71 +7068,0.33,Premium,G,VS2,62.6,58.0,579,4.41,4.44,2.77 +51169,0.71,Ideal,F,SI1,62.7,55.0,2346,5.65,5.74,3.57 +32370,0.3,Ideal,F,VVS1,62.4,57.0,790,4.25,4.28,2.66 +26104,1.53,Ideal,G,VVS2,61.0,55.0,15365,7.44,7.5,4.56 +27208,2.02,Very Good,F,SI1,62.7,59.0,17530,7.97,8.03,5.02 +20520,1.05,Premium,G,IF,60.6,60.0,8850,6.57,6.59,3.99 +10622,1.22,Premium,H,SI1,61.0,59.0,4829,6.92,6.86,4.2 +16080,1.5,Good,J,SI2,63.6,58.0,6421,7.25,7.18,4.59 +31695,0.36,Premium,F,SI1,60.3,58.0,770,4.65,4.6,2.79 +52272,0.71,Very Good,G,VS2,60.4,61.0,2492,5.77,5.81,3.5 +29864,0.3,Very Good,D,VS2,62.0,59.0,710,4.22,4.27,2.63 +24467,1.32,Very Good,F,VVS2,61.6,61.0,12736,6.97,7.02,4.31 +28059,0.38,Ideal,F,SI1,61.1,57.0,660,4.7,4.72,2.88 +5182,0.83,Ideal,D,SI2,62.0,55.0,3774,6.02,6.05,3.74 +13712,0.37,Ideal,H,VS2,62.0,54.0,603,4.64,4.65,2.88 +7758,1.13,Very Good,F,SI2,62.3,59.0,4282,6.65,6.68,4.15 +9602,1.01,Very Good,F,SI1,63.5,58.0,4632,6.29,6.24,3.98 +15432,1.0,Good,G,VS1,62.4,62.0,6177,6.33,6.37,3.96 +37100,0.41,Ideal,E,SI1,62.4,55.0,969,4.78,4.74,2.97 +46822,0.7,Premium,H,SI2,60.5,61.0,1808,5.75,5.72,3.47 +28766,0.31,Ideal,E,VS2,62.0,55.0,680,4.34,4.37,2.7 +7967,1.09,Premium,G,SI1,61.8,59.0,4322,6.59,6.53,4.06 +43655,0.51,Ideal,H,SI2,62.0,55.0,1435,5.12,5.14,3.18 +34728,0.34,Ideal,E,VS1,61.2,55.0,875,4.52,4.56,2.77 +50833,0.7,Ideal,D,SI1,61.2,54.0,2310,5.79,5.75,3.53 +48091,1.0,Premium,H,I1,60.4,61.0,1932,6.39,6.32,3.84 +51010,0.73,Ideal,I,VS2,62.1,54.0,2327,5.79,5.8,3.6 +45695,0.7,Fair,I,SI1,65.8,57.0,1697,5.46,5.55,3.62 +5613,0.92,Very Good,F,SI2,62.8,56.0,3873,6.19,6.23,3.9 +28224,0.33,Premium,G,VS1,61.6,58.0,666,4.39,4.44,2.72 +15313,1.4,Premium,E,SI2,62.4,57.0,6147,7.17,7.12,4.46 +40245,0.37,Ideal,D,VS2,61.3,56.0,1124,4.64,4.6,2.83 +46437,0.6,Premium,E,SI1,59.4,60.0,1771,5.57,5.51,3.29 +45909,0.7,Fair,I,SI1,65.0,56.0,1720,5.6,5.5,3.61 +12662,1.26,Ideal,J,SI1,62.0,56.0,5301,6.9,6.93,4.29 +29811,0.3,Premium,D,SI1,62.1,58.0,709,4.28,4.25,2.65 +9595,0.81,Ideal,F,VVS2,62.3,54.0,4630,5.94,6.01,3.72 +47501,0.7,Fair,H,SI1,65.5,57.0,1865,5.59,5.55,3.65 +30349,0.37,Very Good,E,VS2,64.0,55.0,728,4.52,4.57,2.91 +34117,0.31,Ideal,E,VVS1,61.7,56.0,853,4.38,4.4,2.71 +8739,0.96,Premium,E,SI2,58.2,58.0,4462,6.52,6.47,3.78 +8848,1.01,Good,E,SI1,64.1,62.0,4480,6.26,6.19,3.99 +37459,0.42,Premium,H,VVS2,62.4,57.0,984,4.83,4.78,3.0 +50261,0.54,Ideal,G,VVS1,61.8,55.0,2236,5.27,5.24,3.25 +2296,0.71,Ideal,D,VS2,62.5,55.0,3161,5.74,5.71,3.58 +31566,0.31,Ideal,D,VVS2,62.0,56.0,766,4.34,4.37,2.7 +37225,0.4,Ideal,E,VS2,61.1,56.0,975,4.77,4.75,2.91 +20067,0.31,Good,G,VS1,63.8,57.0,625,4.29,4.33,2.75 +26246,2.03,Very Good,E,SI2,63.0,61.0,15690,7.99,8.04,5.05 +26026,0.32,Ideal,G,VS1,62.0,56.0,645,4.37,4.41,2.72 +27987,0.3,Ideal,E,VS2,62.1,55.0,658,4.28,4.32,2.67 +19290,1.52,Premium,I,SI2,59.8,62.0,8010,7.47,7.41,4.45 +33454,0.32,Premium,G,VS1,62.1,58.0,828,4.39,4.37,2.72 +5406,1.01,Premium,I,SI2,61.7,60.0,3818,6.4,6.34,3.93 +32242,0.43,Ideal,G,SI1,62.6,56.0,789,4.79,4.82,3.01 +22872,2.0,Fair,H,SI2,67.9,55.0,10913,7.67,7.58,5.18 +25907,2.07,Ideal,H,SI2,62.3,59.0,15036,8.1,8.14,5.06 +1078,0.31,Premium,H,SI1,62.8,58.0,558,4.32,4.28,2.7 +5145,0.9,Very Good,I,VS2,62.8,52.0,3764,6.19,6.23,3.9 +40891,0.5,Fair,E,SI1,65.0,58.0,1176,4.98,4.9,3.21 +13045,0.36,Premium,F,SI1,61.6,60.0,600,4.54,4.61,2.82 +33011,0.31,Good,E,IF,64.2,60.0,813,4.22,4.28,2.73 +21455,1.04,Ideal,E,VVS2,62.0,58.0,9552,6.54,6.46,4.03 +32147,0.32,Ideal,F,VVS2,62.0,55.0,786,4.39,4.41,2.73 +14491,1.16,Ideal,H,SI1,60.0,60.0,5852,6.87,6.84,4.11 +33646,0.38,Ideal,G,VS1,60.8,56.0,833,4.66,4.71,2.85 +39995,0.41,Ideal,F,VS2,60.0,56.0,1107,4.88,4.82,2.91 +47555,0.53,Very Good,E,VS1,61.8,60.0,1874,5.13,5.22,3.2 +49882,0.7,Good,H,SI1,60.2,64.0,2176,5.72,5.65,3.42 +29865,0.3,Very Good,D,VS2,62.4,56.0,710,4.27,4.32,2.68 +29185,0.3,Ideal,E,VS1,62.1,58.0,694,4.26,4.28,2.65 +23172,2.01,Premium,J,SI1,60.3,56.0,11188,8.02,7.96,4.82 +18485,1.5,Premium,I,SI2,62.7,57.0,7526,7.35,7.28,4.59 +31605,0.3,Good,H,SI2,63.9,56.0,368,4.24,4.27,2.72 +45079,0.54,Ideal,G,VS2,61.0,57.0,1644,5.24,5.28,3.21 +17939,1.21,Very Good,H,VS1,62.3,58.0,7246,6.71,6.74,4.19 +49630,0.32,Premium,J,VS1,60.6,59.0,540,4.46,4.42,2.69 +4243,0.82,Ideal,E,SI1,62.1,55.0,3577,5.98,6.0,3.72 +50195,0.91,Good,E,I1,57.7,63.0,2225,6.3,6.35,3.65 +2899,0.92,Premium,F,SI2,58.1,58.0,3282,6.46,6.41,3.74 +9923,1.25,Premium,J,SI2,61.5,57.0,4690,7.0,6.93,4.28 +1935,0.61,Ideal,E,VVS1,62.2,56.0,3084,5.43,5.47,3.39 +29506,0.4,Very Good,G,SI1,61.1,61.0,702,4.7,4.76,2.89 +4805,0.9,Very Good,F,SI1,63.8,54.0,3699,6.09,6.13,3.9 +19714,1.51,Fair,I,VS2,64.6,58.0,8287,7.19,7.15,4.63 +38793,0.31,Ideal,G,VVS1,60.6,57.0,1046,4.4,4.38,2.66 +24326,1.54,Fair,E,SI1,64.7,56.0,12581,7.28,7.22,4.69 +3644,0.9,Very Good,H,SI1,62.8,58.0,3437,6.13,6.16,3.86 +40749,0.36,Ideal,H,IF,61.3,57.0,1163,4.59,4.61,2.82 +367,0.93,Premium,J,SI2,61.9,57.0,2807,6.21,6.19,3.84 +53561,0.71,Premium,G,VS2,61.9,62.0,2694,5.72,5.69,3.53 +15878,1.05,Ideal,G,VS2,61.7,56.0,6350,6.54,6.52,4.03 +41274,0.31,Ideal,I,VS1,61.9,55.0,503,4.35,4.38,2.7 +29118,0.34,Ideal,H,VS2,62.6,54.0,689,4.5,4.45,2.8 +47250,0.51,Very Good,G,VVS2,63.5,55.0,1842,5.09,5.05,3.22 +29450,0.33,Ideal,E,SI1,61.2,56.0,702,4.46,4.49,2.74 +31148,0.41,Very Good,E,SI1,62.8,59.0,755,4.74,4.75,2.98 +6740,0.36,Ideal,G,VS2,62.3,54.0,579,4.59,4.62,2.87 +18474,1.09,Ideal,F,VS2,60.9,54.0,7520,6.73,6.66,4.08 +2720,0.26,Good,D,VVS2,63.6,56.0,564,4.06,4.09,2.59 +1885,0.9,Good,G,SI1,63.7,56.0,3074,6.1,6.06,3.87 +45986,0.3,Very Good,H,VS1,62.9,56.0,526,4.22,4.27,2.67 +8979,0.9,Premium,D,VS2,58.7,62.0,4505,6.32,6.29,3.7 +40740,0.54,Good,E,SI2,63.4,56.0,1163,5.14,5.18,3.27 +40720,0.38,Ideal,F,VVS1,61.1,57.0,1160,4.71,4.69,2.87 +22253,1.52,Premium,D,SI2,61.4,54.0,10308,7.51,7.43,4.59 +41881,0.46,Very Good,F,VS2,59.9,55.0,1258,5.06,5.08,3.04 +41888,0.41,Ideal,G,IF,62.4,54.0,1259,4.77,4.82,2.99 +27437,2.2,Ideal,I,SI1,61.7,55.0,18059,8.41,8.37,5.18 +46421,0.5,Ideal,E,VS2,60.8,57.0,1768,5.16,5.13,3.13 +34371,0.41,Ideal,F,VS2,60.8,56.0,863,4.8,4.81,2.92 +32897,0.36,Ideal,E,SI1,62.9,56.0,810,4.57,4.52,2.86 +33870,0.3,Ideal,E,VS2,62.0,56.0,844,4.34,4.31,2.68 +48513,0.6,Very Good,D,VS2,61.5,59.0,1984,5.4,5.43,3.33 +34092,0.33,Ideal,E,VVS1,62.6,58.0,852,4.36,4.4,2.74 +39139,0.41,Premium,G,VS2,62.6,59.0,1061,4.76,4.73,2.97 +30550,0.31,Ideal,D,VS2,62.6,56.0,734,4.33,4.36,2.72 +13952,1.29,Ideal,J,VS1,62.0,57.0,5676,6.92,6.98,4.31 +39037,0.37,Ideal,G,IF,61.4,55.0,1056,4.63,4.66,2.85 +3172,1.01,Premium,D,SI2,58.9,59.0,3337,6.54,6.49,3.84 +26210,1.5,Very Good,D,VS1,60.2,59.0,15600,7.3,7.36,4.41 +52141,0.76,Premium,F,SI2,61.8,58.0,2469,5.83,5.88,3.62 +48729,0.52,Ideal,G,VVS2,62.1,56.0,2012,5.17,5.14,3.2 +42725,0.6,Premium,H,SI1,58.9,61.0,1341,5.54,5.5,3.25 +17992,1.05,Very Good,F,VS1,60.2,58.0,7276,6.62,6.74,4.02 +3654,1.01,Ideal,F,I1,62.2,54.0,3439,6.44,6.42,4.0 +49532,0.6,Premium,E,VS2,59.3,60.0,2124,5.51,5.46,3.25 +20692,1.09,Ideal,G,VVS2,61.5,57.0,8970,6.62,6.65,4.08 +22719,1.42,Ideal,G,VS2,62.6,57.0,10735,7.19,7.15,4.49 +10521,1.04,Ideal,E,SI2,62.0,55.0,4804,6.48,6.51,4.03 +8578,1.05,Very Good,F,SI2,62.1,58.0,4436,6.47,6.5,4.03 +10223,0.97,Ideal,G,SI2,61.6,56.0,4743,6.31,6.39,3.91 +43849,0.5,Good,F,VS2,62.8,61.0,1447,4.94,5.0,3.12 +35147,0.43,Ideal,J,IF,62.4,56.0,890,4.84,4.87,3.03 +43535,0.53,Ideal,H,VS2,61.6,55.0,1427,5.23,5.25,3.23 +23452,1.5,Very Good,D,SI1,62.7,59.0,11442,7.21,7.24,4.53 +1325,0.74,Fair,G,VVS2,65.2,58.0,2959,5.7,5.6,3.69 +33721,0.42,Premium,E,SI2,58.8,60.0,838,4.9,4.86,2.87 +23061,1.25,Ideal,G,VVS2,62.0,59.0,11089,6.88,6.96,4.29 +44214,0.42,Ideal,G,VVS2,61.7,56.0,1571,4.84,4.88,3.0 +4981,0.7,Ideal,D,VVS2,60.9,59.0,3737,5.69,5.73,3.48 +44336,0.33,Premium,H,VS2,62.3,58.0,521,4.38,4.41,2.74 +4636,1.03,Very Good,F,SI2,63.1,57.0,3668,6.42,6.38,4.04 +6225,1.0,Very Good,E,SI2,59.5,63.0,4004,6.41,6.47,3.83 +42062,0.51,Very Good,F,SI1,63.7,55.0,1271,5.06,5.11,3.24 +52083,0.84,Ideal,J,VS1,62.0,55.0,2456,6.07,6.06,3.76 +47964,0.52,Premium,D,VS2,61.2,58.0,1919,5.2,5.16,3.17 +545,0.8,Good,E,SI2,63.7,54.0,2829,5.91,5.87,3.75 +38364,0.4,Premium,H,VS1,61.3,59.0,1021,4.79,4.74,2.92 +46038,0.57,Ideal,E,SI1,61.9,56.0,1728,5.35,5.32,3.3 +12365,0.26,Very Good,D,VVS2,60.4,59.0,597,4.15,4.19,2.52 +4299,0.78,Ideal,G,VS2,62.0,57.0,3590,5.9,5.86,3.65 +14929,1.34,Ideal,J,VS1,62.0,57.0,6010,7.12,7.04,4.39 +31326,0.32,Ideal,E,VS1,61.8,55.0,758,4.4,4.43,2.73 +19085,1.07,Ideal,G,VS1,62.1,57.0,7858,6.48,6.57,4.05 +26571,1.51,Premium,E,VS1,59.5,59.0,16277,7.54,7.48,4.47 +46292,0.3,Good,G,VS2,63.5,54.0,526,4.25,4.28,2.71 +47412,0.57,Premium,E,VS2,61.0,58.0,1851,5.31,5.34,3.25 +11485,1.11,Good,D,SI2,58.0,62.0,5015,6.77,6.81,3.94 +20201,1.07,Ideal,F,VS2,61.7,57.0,8640,6.52,6.54,4.03 +25257,1.69,Ideal,H,VS1,61.0,57.0,13882,7.72,7.66,4.69 +42663,0.39,Ideal,E,IF,61.3,56.0,1333,4.71,4.75,2.9 +44874,0.64,Very Good,D,SI2,62.8,54.0,1629,5.5,5.52,3.46 +9772,1.11,Ideal,H,SI2,62.0,54.0,4662,6.64,6.61,4.11 +38355,0.33,Ideal,F,VVS1,61.8,57.0,1021,4.47,4.43,2.75 +37848,0.33,Premium,D,VS2,61.2,58.0,1002,4.44,4.41,2.71 +18497,1.51,Premium,H,VS2,61.2,59.0,7534,7.4,7.38,4.52 +35406,0.32,Ideal,E,VS2,61.9,56.0,900,4.4,4.36,2.71 +49459,0.6,Very Good,E,VS1,60.9,58.0,2112,5.43,5.48,3.32 +52578,0.71,Ideal,G,VS2,61.6,55.0,2537,5.74,5.78,3.55 +12558,1.06,Ideal,H,VS2,61.2,55.0,5277,6.57,6.61,4.03 +27455,2.3,Ideal,H,SI2,62.6,54.0,18108,8.42,8.46,5.28 +48599,0.7,Fair,I,VS2,64.4,55.0,1996,5.6,5.55,3.59 +489,0.72,Premium,E,VS2,60.3,59.0,2822,5.84,5.8,3.51 +42296,0.32,Very Good,H,VS2,63.0,57.0,505,4.33,4.37,2.74 +1149,0.7,Very Good,E,SI1,61.8,59.0,2923,5.63,5.69,3.5 +15917,1.02,Very Good,E,VS2,60.6,61.0,6366,6.44,6.47,3.91 +20658,1.05,Ideal,G,VVS1,60.7,55.0,8946,6.6,6.65,4.02 +23553,1.7,Very Good,H,SI1,63.6,59.0,11560,7.46,7.55,4.77 +8704,0.4,Premium,I,SI2,62.9,59.0,585,4.68,4.63,2.93 +10664,1.2,Premium,I,SI2,61.5,58.0,4838,6.82,6.77,4.18 +44674,0.66,Ideal,H,SI1,62.4,58.0,1609,5.53,5.56,3.46 +17456,1.24,Premium,F,SI1,61.6,59.0,7000,6.9,6.86,4.24 +39723,0.5,Good,E,SI1,64.0,57.0,1090,5.04,4.99,3.21 +18813,1.26,Ideal,H,SI1,62.0,56.0,7701,6.92,6.94,4.3 +6145,0.9,Very Good,H,VS2,62.1,57.0,3989,6.16,6.23,3.85 +39069,0.4,Ideal,D,VS1,62.3,56.0,1059,4.74,4.77,2.96 +17087,1.2,Very Good,G,VS1,63.3,57.0,6814,6.77,6.71,4.26 +47955,0.66,Very Good,F,SI1,59.2,58.0,1918,5.69,5.72,3.38 +20769,1.2,Very Good,F,VS2,61.8,58.0,9007,6.75,6.78,4.18 +9162,1.0,Good,D,SI2,64.5,59.0,4541,6.25,6.31,4.05 +36771,0.34,Ideal,G,VVS1,62.1,57.0,956,4.47,4.45,2.77 +2883,0.91,Fair,H,SI1,65.3,62.0,3278,6.11,6.01,3.96 +6555,0.93,Premium,I,VS2,62.7,61.0,4073,6.24,6.14,3.88 +36234,0.42,Ideal,G,VVS2,60.6,56.0,933,4.86,4.88,2.95 +6476,0.9,Good,G,VS2,62.1,59.0,4054,6.02,6.16,3.78 +31254,0.46,Ideal,F,SI2,61.5,54.0,758,4.98,5.01,3.07 +46574,0.52,Fair,F,VS1,57.2,59.0,1784,5.35,5.39,3.07 +490,0.72,Premium,E,VS2,60.9,60.0,2822,5.8,5.76,3.52 +49448,0.7,Ideal,I,SI1,62.5,55.0,2110,5.7,5.73,3.57 +41095,0.51,Good,D,SI1,63.4,59.0,1193,5.07,5.02,3.2 +36248,0.41,Ideal,E,VS2,62.4,54.0,935,4.76,4.79,2.98 +7596,0.91,Good,G,VS2,63.6,58.0,4257,6.1,6.14,3.89 +15197,1.51,Good,J,SI2,58.1,64.0,6104,7.53,7.57,4.39 +27969,0.3,Premium,E,VS2,62.6,58.0,658,4.26,4.3,2.68 +47837,0.64,Good,G,VS2,64.1,55.3,1906,5.43,5.45,3.49 +20316,1.74,Good,I,SI2,60.1,64.0,8731,7.82,7.71,4.67 +20633,1.36,Ideal,G,SI1,61.0,56.0,8927,7.17,7.2,4.38 +15978,1.36,Good,E,SI2,58.0,64.0,6397,7.26,7.19,4.19 +10725,0.31,Ideal,D,SI2,62.6,57.0,593,4.35,4.27,2.7 +41171,0.39,Ideal,G,IF,61.4,54.0,1200,4.71,4.73,2.9 +8352,1.04,Fair,D,SI2,64.9,56.0,4398,6.39,6.34,4.13 +37299,0.33,Ideal,D,VS1,61.2,55.0,978,4.48,4.51,2.75 +3705,1.0,Ideal,E,SI2,62.9,56.0,3450,6.32,6.3,3.97 +47762,0.51,Ideal,G,VVS1,60.5,59.0,1893,5.16,5.19,3.13 +3274,1.0,Premium,H,SI2,59.8,61.0,3360,6.24,6.17,3.71 +32059,0.33,Premium,I,VVS1,61.7,61.0,780,4.45,4.43,2.74 +19770,1.22,Very Good,G,VS2,62.3,58.0,8340,6.79,6.82,4.24 +17322,1.06,Ideal,I,VVS1,60.2,57.0,6945,6.62,6.66,4.0 +45053,0.52,Very Good,G,VS1,63.8,58.0,1641,5.06,5.09,3.24 +31717,0.33,Ideal,E,VS1,62.3,53.8,771,4.42,4.44,2.76 +19903,1.06,Ideal,G,VS1,62.3,55.0,8451,6.5,6.53,4.06 +36335,0.32,Premium,G,VVS2,62.3,54.0,936,4.45,4.38,2.75 +44112,0.57,Ideal,H,VS2,61.6,55.0,1558,5.34,5.36,3.29 +34641,0.31,Ideal,E,VS2,61.9,55.0,872,4.39,4.34,2.7 +1790,0.81,Ideal,E,SI2,62.1,57.0,3050,5.97,5.91,3.69 +35637,0.36,Very Good,H,SI2,61.2,55.0,475,4.59,4.62,2.81 +26037,0.32,Premium,G,VS1,61.7,58.0,645,4.38,4.41,2.71 +5046,0.4,Ideal,I,SI1,61.8,55.0,573,4.74,4.78,2.94 +9453,1.0,Good,H,SI1,63.8,53.0,4596,6.39,6.27,4.04 +34560,0.4,Very Good,G,VS1,61.5,57.0,871,4.73,4.77,2.92 +22318,1.63,Ideal,E,SI2,61.7,57.0,10357,7.5,7.54,4.64 +45586,0.52,Ideal,E,VS2,62.0,55.0,1689,5.14,5.19,3.2 +40511,0.45,Good,F,VS1,58.6,62.2,1144,5.0,5.05,2.95 +1864,0.78,Ideal,E,SI1,62.7,55.0,3067,5.87,5.9,3.69 +32963,0.3,Ideal,F,SI1,62.3,56.0,461,4.27,4.3,2.67 +25941,2.01,Premium,G,SI1,61.8,59.0,15105,8.15,8.09,5.02 +28460,0.32,Very Good,G,VVS2,61.5,54.0,672,4.4,4.42,2.71 +45004,0.57,Ideal,F,VS2,59.2,57.0,1637,5.45,5.5,3.24 +36462,0.31,Premium,D,VS2,61.7,59.0,942,4.34,4.31,2.67 +45625,0.55,Ideal,D,SI1,60.6,56.0,1692,5.27,5.32,3.21 +38917,0.33,Ideal,G,IF,61.6,56.0,1052,4.48,4.45,2.75 +52727,0.71,Ideal,I,VS1,62.2,54.0,2557,5.71,5.75,3.56 +14832,1.03,Ideal,F,SI1,62.0,56.0,5974,6.47,6.5,4.02 +43517,0.58,Very Good,E,SI1,61.5,58.0,1424,5.31,5.36,3.28 +34097,0.36,Premium,D,VS2,61.8,58.0,852,4.55,4.58,2.82 +8786,1.0,Ideal,H,SI1,62.6,57.0,4469,6.4,6.37,4.0 +23966,2.18,Very Good,F,SI2,63.4,60.0,12099,8.2,8.17,5.19 +112,0.74,Ideal,E,SI2,62.2,56.0,2761,5.8,5.84,3.62 +49933,0.7,Premium,H,VS2,62.2,58.0,2184,5.74,5.68,3.55 +23077,1.87,Premium,I,SI2,60.3,61.0,11105,7.95,7.91,4.78 +5902,0.92,Premium,I,VVS1,62.4,59.0,3932,6.17,6.14,3.84 +5380,0.34,Premium,I,SI1,60.2,59.0,574,4.55,4.52,2.73 +41200,0.32,Ideal,F,IF,61.8,56.0,1204,4.4,4.44,2.73 +49257,0.54,Ideal,G,VVS1,61.3,56.0,2087,5.28,5.23,3.22 +14278,1.01,Premium,D,SI1,60.0,59.0,5780,6.51,6.45,3.89 +19752,1.02,Ideal,G,VVS1,61.5,57.0,8317,6.47,6.44,3.97 +36662,0.38,Ideal,G,VVS1,61.2,54.0,949,4.69,4.72,2.88 +49485,0.7,Fair,I,VS2,64.7,60.0,2117,5.55,5.49,3.57 +32332,0.36,Premium,E,VS2,59.3,59.0,789,4.6,4.68,2.75 +44435,0.48,Ideal,H,VVS2,62.5,56.0,1590,4.98,5.02,3.12 +40692,0.5,Good,D,SI2,63.4,59.0,1157,5.0,5.03,3.18 +51256,0.54,Very Good,F,VVS1,59.7,56.0,2356,5.33,5.35,3.19 +42163,0.53,Ideal,G,SI1,61.0,56.0,1284,5.23,5.26,3.2 +31561,0.38,Very Good,G,VS2,60.8,61.0,766,4.65,4.66,2.83 +6060,0.32,Premium,I,VS2,62.2,59.0,576,4.37,4.35,2.71 +6201,0.91,Very Good,H,SI1,59.2,60.0,3998,6.3,6.41,3.76 +29226,0.31,Ideal,G,VS1,62.7,57.0,695,4.34,4.31,2.71 +11166,1.07,Premium,D,SI2,62.4,61.0,4949,6.51,6.48,4.05 +49786,0.71,Good,I,VS1,64.2,56.0,2161,5.62,5.66,3.62 +5185,0.9,Premium,G,SI1,62.7,59.0,3774,6.14,6.1,3.84 +6665,0.91,Ideal,H,SI1,61.6,56.0,4096,6.21,6.25,3.84 +12844,1.25,Ideal,I,SI2,62.0,57.0,5355,6.92,6.85,4.27 +26909,2.63,Ideal,J,SI2,62.1,57.0,16914,8.83,8.88,5.5 +21879,1.52,Ideal,F,SI2,61.9,57.0,9948,7.33,7.37,4.55 +40668,0.44,Ideal,G,VVS2,61.8,56.0,1155,4.94,4.9,3.04 +33950,0.23,Very Good,F,VVS2,60.4,61.0,465,3.92,3.96,2.38 +13236,1.22,Premium,I,SI1,62.1,59.0,5466,6.86,6.8,4.24 +32148,0.4,Good,D,VS2,63.2,57.0,786,4.65,4.71,2.96 +7499,0.7,Very Good,E,VVS2,61.7,57.0,4240,5.68,5.71,3.51 +31213,0.32,Premium,D,SI1,62.3,55.0,756,4.42,4.38,2.74 +47239,0.55,Ideal,G,VS1,60.9,55.0,1841,5.27,5.31,3.22 +9998,1.0,Premium,E,SI2,61.1,58.0,4704,6.48,6.44,3.95 +53878,0.77,Premium,F,SI1,60.0,61.0,2745,5.97,5.93,3.57 +23895,1.57,Very Good,F,SI1,60.3,57.0,11998,7.55,7.6,4.57 +732,0.31,Ideal,I,VVS1,61.3,56.0,557,4.36,4.38,2.68 +39371,0.5,Very Good,D,SI2,58.5,60.0,1074,5.19,5.21,3.04 +3541,1.01,Good,I,SI2,64.1,58.0,3411,6.31,6.26,4.03 +30450,0.41,Ideal,J,SI2,62.5,54.0,731,4.78,4.79,2.99 +3498,0.92,Premium,F,SI1,58.5,57.0,3400,6.39,6.37,3.73 +18454,1.0,Very Good,G,VVS1,62.3,56.0,7507,6.29,6.4,3.95 +53694,0.77,Ideal,F,SI1,61.3,56.0,2717,5.91,5.94,3.63 +51329,0.31,Premium,I,VVS2,62.1,58.0,544,4.33,4.37,2.7 +24710,0.31,Premium,E,VS2,58.6,58.0,639,4.46,4.42,2.6 +35129,0.4,Very Good,E,VS2,63.0,57.0,888,4.67,4.69,2.95 +25551,1.6,Very Good,G,VS2,61.0,57.0,14383,7.55,7.59,4.62 +21878,1.5,Good,H,SI1,64.3,60.0,9946,7.23,7.14,4.62 +17438,1.0,Ideal,E,VS2,61.5,55.0,6989,6.47,6.44,3.97 +16766,1.31,Ideal,F,SI2,62.7,57.0,6676,7.05,6.98,4.4 +3788,0.81,Very Good,D,SI1,63.1,57.0,3462,5.91,5.94,3.74 +18683,1.36,Good,G,SI1,63.8,55.0,7639,6.97,6.94,4.44 +24239,2.11,Premium,J,SI2,60.7,60.0,12440,8.2,8.27,5.0 +2723,0.26,Very Good,E,VVS2,60.8,61.0,564,4.12,4.13,2.51 +51995,0.71,Ideal,G,VS2,62.9,56.0,2443,5.73,5.68,3.59 +43706,0.67,Fair,I,VS2,57.2,70.0,1436,5.82,5.75,3.31 +22875,1.57,Premium,G,SI1,59.2,59.0,10914,7.6,7.68,4.52 +14015,1.01,Good,G,VS2,63.9,54.0,5701,6.37,6.31,4.05 +13747,1.21,Ideal,J,VS1,61.8,56.2,5604,6.78,6.86,4.2 +52384,0.57,Ideal,E,VVS2,61.0,57.0,2507,5.37,5.36,3.27 +13925,1.02,Ideal,H,VS2,60.4,57.0,5666,6.58,6.54,3.96 +39606,0.32,Ideal,F,SI1,61.3,55.0,491,4.44,4.47,2.73 +29152,0.41,Very Good,I,SI2,63.5,57.0,692,4.72,4.7,2.99 +26747,2.0,Premium,I,VS2,60.7,60.0,16544,8.02,8.07,4.88 +47935,0.56,Ideal,E,VS2,61.7,54.0,1915,5.35,5.28,3.28 +26522,1.98,Premium,I,VS1,62.5,58.0,16171,7.95,7.99,4.98 +8369,1.0,Good,E,SI2,63.5,54.0,4400,6.35,6.41,4.05 +3762,0.71,Ideal,F,VS1,62.1,56.0,3457,5.69,5.75,3.55 +42522,0.45,Premium,G,VVS1,60.1,58.0,1323,4.97,4.95,2.98 +48141,0.49,Premium,D,VVS2,58.8,60.0,1940,5.26,5.14,3.06 +4510,0.74,Ideal,E,VVS2,61.9,57.0,3633,5.79,5.81,3.59 +35916,0.43,Premium,H,SI1,59.0,58.0,919,4.96,4.93,2.92 +34424,0.3,Ideal,G,IF,60.9,56.0,863,4.34,4.36,2.65 +35271,0.3,Ideal,E,VVS1,61.5,57.0,895,4.33,4.35,2.67 +3733,0.36,Ideal,I,VS1,62.1,57.0,568,4.54,4.58,2.83 +23298,1.11,Very Good,E,VVS1,60.2,59.0,11330,6.67,6.79,4.05 +53041,0.71,Ideal,G,SI1,62.5,57.0,2604,5.67,5.69,3.55 +21813,1.24,Very Good,F,VS1,59.0,60.0,9885,7.0,7.07,4.15 +28825,0.41,Premium,H,SI1,61.7,60.0,683,4.71,4.75,2.92 +11327,1.18,Premium,G,SI2,60.5,60.0,4988,6.88,6.81,4.14 +9842,1.08,Ideal,G,SI2,61.9,58.0,4675,6.55,6.57,4.06 +48687,0.77,Fair,J,VS1,61.2,66.0,2005,5.92,5.83,3.6 +48528,0.74,Ideal,J,VS1,61.2,56.0,1985,5.82,5.87,3.58 +8370,0.97,Premium,G,SI1,62.6,58.0,4400,6.24,6.18,3.89 +41155,0.41,Ideal,G,VVS2,61.7,55.0,1199,4.81,4.85,2.98 +22137,1.2,Premium,G,IF,59.4,61.0,10169,6.95,6.92,4.12 +36347,0.42,Very Good,I,IF,60.1,58.0,938,4.83,4.88,2.92 +29707,0.31,Very Good,G,VVS2,60.0,62.0,707,4.4,4.44,2.65 +33185,0.41,Fair,E,SI2,64.7,55.0,818,4.7,4.67,3.03 +28630,0.26,Ideal,H,VS2,61.3,56.0,434,4.09,4.13,2.52 +38366,0.6,Very Good,J,SI2,62.9,60.0,1022,5.34,5.38,3.37 +1105,0.71,Ideal,D,SI1,61.7,57.0,2913,5.7,5.75,3.53 +38188,0.41,Premium,D,SI1,61.0,59.0,1015,4.78,4.76,2.91 +36817,0.51,Premium,F,SI2,62.9,59.0,956,5.11,5.07,3.2 +49159,0.5,Ideal,G,VVS1,62.2,56.0,2070,5.12,5.1,3.18 +5782,0.9,Very Good,E,SI2,62.6,58.0,3902,6.1,6.16,3.84 +11564,1.09,Very Good,E,SI2,60.9,59.0,5035,6.61,6.75,4.07 +51926,0.9,Fair,J,SI1,64.6,61.0,2438,5.92,5.87,3.81 +46769,0.73,Fair,J,VS1,64.6,60.0,1802,5.68,5.59,3.64 +35522,0.43,Very Good,F,VS2,61.0,57.0,905,4.84,4.87,2.96 +33016,0.31,Good,F,VS1,56.7,60.0,814,4.57,4.5,2.57 +26181,1.52,Premium,F,VS1,61.0,58.0,15522,7.42,7.39,4.52 +36842,0.37,Premium,F,VS2,61.2,58.0,957,4.69,4.63,2.85 +30147,0.32,Premium,E,SI1,60.2,60.0,720,4.44,4.39,2.66 +10774,1.02,Premium,G,SI1,60.7,60.0,4855,6.51,6.48,3.94 +24508,1.5,Premium,G,VS2,62.5,59.0,12787,7.27,7.23,4.53 +2219,0.71,Very Good,D,VS1,58.1,62.0,3145,5.84,5.89,3.41 +24391,1.7,Ideal,I,VS1,62.2,55.0,12622,7.63,7.67,4.76 +47186,0.57,Ideal,G,VS1,62.3,53.7,1837,5.32,5.35,3.32 +43296,0.52,Ideal,H,VS2,61.3,55.0,1401,5.2,5.24,3.2 +16211,1.02,Ideal,F,VS2,62.7,56.0,6479,6.39,6.44,4.02 +30620,0.34,Very Good,G,SI2,62.8,58.0,447,4.43,4.46,2.79 +30561,0.31,Ideal,D,VS2,61.7,55.0,734,4.35,4.4,2.7 +22905,1.24,Ideal,G,VS1,61.8,55.0,10946,6.85,6.89,4.25 +39136,0.41,Ideal,G,VS2,62.7,56.0,1061,4.76,4.72,2.97 +43754,0.53,Ideal,E,SI2,61.4,56.0,1438,5.21,5.25,3.21 +39381,0.38,Ideal,G,IF,61.6,56.0,1074,4.67,4.72,2.89 +43992,0.3,Premium,J,VS1,62.6,58.0,394,4.28,4.31,2.69 +14851,0.94,Premium,D,VS1,62.3,58.0,5980,6.34,6.28,3.93 +13904,1.05,Premium,D,SI1,60.5,60.0,5659,6.53,6.62,3.98 +4705,0.9,Very Good,F,SI1,63.6,58.0,3679,6.1,6.13,3.89 +27393,2.04,Very Good,H,SI1,62.5,61.0,17952,8.04,8.08,5.04 +987,0.53,Ideal,F,VVS1,61.6,56.0,2896,5.18,5.24,3.21 +12326,1.27,Very Good,J,SI1,60.9,59.0,5224,6.96,7.04,4.26 +17771,1.05,Ideal,G,VS1,61.3,57.0,7155,6.58,6.51,4.01 +31044,0.33,Ideal,F,VVS2,62.4,55.0,750,4.43,4.45,2.77 +50222,0.7,Very Good,F,SI1,61.6,55.0,2230,5.66,5.7,3.5 +19899,1.0,Premium,F,VVS2,59.9,60.0,8448,6.46,6.5,3.88 +33078,0.26,Premium,E,VVS1,60.9,59.0,814,4.12,4.09,2.5 +24129,2.09,Very Good,H,SI2,60.1,63.0,12295,8.21,8.16,4.92 +48098,0.57,Very Good,G,VS1,59.9,57.0,1934,5.38,5.47,3.25 +6861,1.07,Premium,I,SI1,61.2,58.0,4126,6.62,6.55,4.03 +274,0.76,Ideal,I,VS2,61.3,56.0,2793,5.87,5.91,3.61 +37017,0.33,Premium,G,VVS2,61.0,58.0,965,4.48,4.44,2.72 +19096,1.11,Good,D,VS2,63.2,57.0,7863,6.61,6.64,4.18 +38526,0.34,Ideal,E,VS1,62.0,56.0,1033,4.52,4.48,2.79 +21133,1.51,Fair,D,SI1,64.1,60.0,9293,7.18,7.11,4.58 +38330,0.32,Ideal,E,VVS1,61.7,55.0,1020,4.42,4.39,2.72 +11706,0.34,Premium,E,SI1,59.3,58.0,596,4.55,4.59,2.71 +7733,0.3,Ideal,H,VVS2,62.5,55.0,581,4.29,4.32,2.69 +23862,2.01,Good,I,VS2,64.3,60.0,11954,7.91,7.86,5.07 +27441,2.19,Very Good,E,SI2,62.4,61.0,18067,8.23,8.31,5.16 +25874,2.01,Good,H,SI1,62.8,59.0,14968,7.98,8.01,5.02 +30987,0.37,Ideal,F,VS2,61.1,57.0,746,4.63,4.67,2.84 +28027,0.3,Very Good,E,VS2,62.4,57.0,658,4.24,4.26,2.65 +4401,0.31,Ideal,D,SI1,61.1,56.0,571,4.36,4.38,2.67 +30267,0.31,Good,E,VVS1,60.9,61.0,725,4.32,4.35,2.64 +33378,0.41,Ideal,G,VS2,62.7,56.0,827,4.72,4.76,2.97 +16265,1.09,Premium,G,VS2,61.7,58.0,6504,6.6,6.53,4.05 +42295,0.36,Good,E,SI2,63.7,54.0,505,4.52,4.55,2.89 +1546,0.83,Very Good,E,SI1,62.1,58.0,3002,6.01,6.04,3.74 +44029,0.51,Ideal,E,SI1,62.8,55.0,1546,5.12,5.07,3.2 +30157,0.3,Ideal,E,SI1,61.4,56.0,720,4.36,4.33,2.67 +44113,0.58,Ideal,G,VS2,61.2,55.0,1558,5.4,5.45,3.32 +29930,0.5,Fair,F,I1,63.8,58.0,713,5.08,4.97,3.21 +40728,0.62,Ideal,I,SI2,62.5,55.0,1161,5.45,5.49,3.42 +52831,0.71,Good,E,SI1,61.5,61.0,2573,5.64,5.67,3.48 +11506,1.06,Very Good,H,SI1,62.6,58.0,5020,6.4,6.51,4.04 +9874,1.0,Fair,F,SI1,56.5,60.0,4679,6.62,6.66,3.75 +31453,0.34,Ideal,G,VS2,61.5,55.0,765,4.5,4.47,2.76 +38177,0.53,Premium,H,SI2,62.5,60.0,1015,5.16,5.18,3.23 +46856,0.59,Very Good,F,VS2,60.1,57.0,1813,5.44,5.48,3.28 +33306,0.33,Ideal,H,VVS2,61.3,56.0,827,4.43,4.47,2.73 +49321,0.51,Ideal,F,VVS2,61.2,56.0,2093,5.17,5.19,3.17 +39772,0.36,Ideal,D,VS2,61.0,56.0,1094,4.63,4.59,2.81 +25154,1.3,Very Good,E,VVS2,60.5,58.0,13725,7.05,7.11,4.28 +2203,0.72,Good,E,VS2,60.8,62.0,3140,5.73,5.78,3.5 +19791,1.07,Premium,D,VS1,62.0,60.0,8359,6.55,6.49,4.04 +28554,0.3,Ideal,H,VS1,62.3,55.0,675,4.34,4.29,2.69 +10230,0.91,Good,G,VS1,64.1,60.0,4744,6.11,6.06,3.9 +31072,0.33,Ideal,G,VVS2,61.7,55.0,752,4.42,4.46,2.74 +42559,0.42,Ideal,D,VVS2,62.1,55.0,1326,4.78,4.81,2.98 +44405,0.55,Ideal,H,SI1,60.8,56.0,1584,5.3,5.33,3.23 +47510,0.72,Very Good,J,SI1,61.1,57.0,1866,5.75,5.8,3.53 +37925,0.23,Very Good,F,IF,61.0,62.0,485,3.95,3.99,2.42 +43633,0.43,Ideal,E,VVS1,61.3,57.0,1433,4.84,4.88,2.98 +5971,0.9,Very Good,F,SI1,63.4,58.0,3950,6.09,6.12,3.87 +6015,0.91,Very Good,F,SI1,62.7,56.0,3963,6.11,6.17,3.85 +13944,1.21,Very Good,I,SI1,61.8,59.0,5672,6.75,6.78,4.18 +37001,0.5,Good,J,VS2,63.2,60.0,965,5.01,5.06,3.18 +33157,0.31,Very Good,G,VVS1,62.6,61.0,816,4.28,4.31,2.69 +47342,0.5,Ideal,D,VS2,62.3,55.0,1845,5.11,5.07,3.17 +35446,0.32,Ideal,E,VS2,62.2,55.0,900,4.38,4.37,2.72 +29740,0.32,Ideal,G,VVS2,61.6,56.0,708,4.42,4.44,2.73 +5528,0.81,Ideal,D,SI1,62.0,56.0,3852,5.97,6.0,3.71 +14842,1.24,Ideal,I,SI1,61.1,60.0,5976,6.94,6.91,4.23 +17890,1.07,Ideal,G,VS1,61.4,57.0,7222,6.57,6.6,4.04 +38195,0.41,Very Good,E,SI1,63.2,56.0,1015,4.74,4.72,2.99 +5997,0.91,Premium,D,SI2,61.2,58.0,3958,6.21,6.25,3.81 +4767,0.93,Premium,G,SI2,62.2,55.0,3689,6.27,6.24,3.89 +37262,0.32,Very Good,I,SI2,63.4,56.0,480,4.37,4.34,2.76 +9898,1.01,Good,E,SI2,58.7,63.0,4685,6.52,6.6,3.85 +29849,0.3,Premium,D,VS2,61.7,58.0,710,4.3,4.32,2.66 +24989,1.51,Very Good,G,VVS2,63.6,57.0,13500,7.2,7.32,4.62 +3430,0.76,Ideal,D,VS2,61.2,57.0,3384,5.91,5.89,3.61 +52632,0.32,Ideal,G,VS1,61.3,55.0,551,4.43,4.45,2.72 +22960,1.5,Premium,H,VS1,61.1,58.0,11007,7.46,7.37,4.53 +32049,0.36,Very Good,D,VS2,62.4,58.0,780,4.48,4.53,2.81 +15607,1.3,Premium,F,SI2,61.1,58.0,6261,7.02,6.98,4.28 +14654,1.2,Ideal,I,VS2,62.1,57.0,5914,6.78,6.71,4.19 +11721,0.34,Ideal,G,VS2,62.2,57.0,596,4.44,4.47,2.77 +10518,0.71,Ideal,E,VVS1,62.0,56.0,4802,5.69,5.73,3.54 +11033,1.0,Very Good,G,SI1,61.4,57.0,4919,6.45,6.42,3.95 +19244,1.59,Ideal,I,SI2,61.6,57.0,7978,7.56,7.51,4.64 +30469,0.31,Very Good,D,SI1,63.5,58.0,732,4.3,4.27,2.72 +2918,0.91,Good,G,SI1,64.3,60.0,3286,6.12,6.04,3.91 +38762,0.43,Ideal,I,IF,62.3,53.0,1046,4.82,4.9,3.02 +50922,0.71,Very Good,F,VS2,63.2,59.0,2319,5.66,5.6,3.56 +43836,0.52,Very Good,G,VS2,63.7,56.0,1446,5.08,5.13,3.25 +10046,0.31,Ideal,I,SI1,62.5,56.0,418,4.29,4.35,2.7 +4822,0.9,Ideal,F,SI2,62.6,57.0,3704,6.2,6.13,3.86 +18570,1.02,Ideal,G,VS1,62.8,55.0,7574,6.45,6.41,4.04 +7433,0.9,Good,E,SI1,59.8,64.0,4229,6.14,6.21,3.69 +53688,0.74,Ideal,I,VVS1,62.3,55.0,2715,5.77,5.82,3.61 +46629,0.3,Ideal,G,VS2,61.3,56.0,526,4.28,4.33,2.64 +29651,0.35,Ideal,F,VS2,61.4,55.0,706,4.55,4.6,2.81 +13616,1.01,Ideal,E,SI1,61.9,56.0,5571,6.43,6.47,3.99 +24585,2.05,Premium,D,SI2,60.0,58.0,12891,8.31,8.23,4.96 +29491,0.32,Ideal,E,VS2,62.2,55.0,702,4.37,4.38,2.72 +29489,0.32,Ideal,E,VS2,62.3,57.0,702,4.41,4.42,2.75 +6941,1.5,Good,G,I1,63.7,57.0,4140,7.28,7.21,4.62 +6548,1.01,Good,H,SI2,63.7,55.0,4072,6.37,6.32,4.04 +51140,1.01,Fair,I,I1,56.1,63.0,2342,6.7,6.65,3.74 +50131,0.63,Premium,F,VS2,61.0,61.0,2211,5.6,5.49,3.38 +8313,1.0,Good,H,SI1,63.9,56.0,4389,6.28,6.31,4.02 +34254,0.33,Very Good,D,VVS2,61.9,56.0,856,4.44,4.48,2.76 +25904,1.83,Ideal,H,SI1,61.5,56.0,15032,7.87,7.81,4.82 +41601,0.24,Very Good,F,VS1,62.9,59.0,393,3.95,3.97,2.49 +9559,0.92,Very Good,F,SI1,62.2,55.0,4621,6.19,6.26,3.87 +20900,1.53,Ideal,I,VS2,62.1,55.0,9116,7.43,7.35,4.59 +25123,1.26,Ideal,F,IF,62.6,57.0,13671,6.94,6.84,4.31 +32013,0.3,Ideal,D,VS2,61.8,55.0,778,4.35,4.32,2.68 +36939,0.23,Very Good,E,VVS1,61.7,59.0,478,3.97,4.0,2.46 +42245,0.52,Ideal,D,SI2,61.7,55.0,1292,5.17,5.2,3.2 +19253,1.6,Ideal,H,VS2,61.5,56.0,7983,7.57,7.52,4.64 +45408,0.52,Ideal,E,VS1,62.5,56.0,1668,5.11,5.16,3.21 +30510,0.31,Ideal,D,SI1,61.8,57.0,732,4.36,4.32,2.68 +7988,0.92,Good,F,SI1,64.0,56.0,4326,6.12,6.17,3.93 +9563,1.0,Ideal,E,SI2,62.0,57.0,4623,6.37,6.41,3.96 +14555,1.2,Very Good,F,SI2,62.8,57.0,5880,6.73,6.78,4.24 +9632,1.21,Fair,G,SI1,64.5,56.0,4637,6.69,6.62,4.29 +53621,0.3,Good,D,SI1,63.2,56.0,552,4.24,4.27,2.69 +24008,1.18,Very Good,F,VVS1,60.4,59.0,12175,6.82,6.86,4.13 +36338,0.32,Premium,G,VVS2,62.6,58.0,936,4.37,4.35,2.73 +23623,2.01,Premium,H,SI2,61.8,62.0,11646,8.05,7.97,4.95 +38281,0.28,Very Good,E,VS2,63.7,58.0,487,4.12,4.14,2.63 +5257,0.9,Good,G,VS2,63.9,61.0,3792,6.01,5.97,3.83 +22944,1.5,Ideal,H,SI1,62.0,55.0,10989,7.29,7.34,4.54 +32785,0.31,Ideal,E,VS1,60.2,56.0,804,4.44,4.39,2.66 +35181,0.31,Ideal,G,IF,61.0,57.0,891,4.4,4.42,2.69 +14298,1.23,Very Good,I,VS2,59.7,58.0,5789,6.94,7.02,4.17 +44309,0.62,Premium,E,SI2,61.1,59.0,1579,5.51,5.46,3.35 +30959,0.32,Ideal,I,VS2,62.0,57.0,449,4.36,4.41,2.72 +10001,1.0,Fair,D,SI1,65.9,54.0,4704,6.24,6.2,4.1 +20573,1.6,Ideal,J,VS2,61.9,55.0,8886,7.51,7.54,4.66 +13978,1.27,Ideal,I,SI1,62.4,56.0,5690,6.95,6.9,4.32 +5514,0.91,Good,D,SI2,63.8,58.0,3848,6.04,6.09,3.87 +43911,0.25,Good,E,IF,65.6,54.0,512,3.91,3.95,2.58 +29031,0.31,Ideal,H,VVS1,62.3,54.0,687,4.37,4.4,2.73 +43509,0.52,Very Good,G,VS2,62.4,60.0,1423,5.14,5.18,3.22 +12609,1.21,Very Good,F,SI2,61.5,61.0,5290,6.77,6.82,4.18 +26806,1.51,Ideal,D,VS1,63.0,53.4,16688,7.28,7.3,4.6 +31304,0.32,Ideal,D,VS2,61.3,56.0,758,4.37,4.41,2.69 +13694,1.01,Premium,E,SI1,62.9,60.0,5599,6.43,6.35,4.02 +34883,0.34,Premium,G,IF,60.5,58.0,879,4.47,4.52,2.72 +6359,1.0,Fair,F,SI2,59.0,67.0,4036,6.48,6.41,3.8 +28193,0.4,Premium,D,SI2,61.9,58.0,666,4.71,4.73,2.92 +17488,1.05,Premium,F,VS2,62.6,58.0,7025,6.47,6.5,4.06 +19084,1.74,Premium,I,SI2,62.2,58.0,7858,7.65,7.61,4.75 +22300,1.58,Ideal,H,SI1,62.5,57.0,10345,7.43,7.39,4.63 +41352,0.57,Premium,H,SI1,59.3,58.0,1218,5.4,5.46,3.22 +42769,0.51,Ideal,F,SI1,61.9,56.0,1346,5.11,5.16,3.18 +1985,0.71,Ideal,G,VVS2,62.5,57.0,3095,5.7,5.73,3.57 +26808,2.18,Good,H,SI2,60.4,64.0,16690,8.38,8.47,5.09 +25368,0.32,Very Good,F,VS2,59.6,56.0,642,4.48,4.51,2.68 +31020,0.31,Ideal,F,VS2,61.6,56.0,749,4.39,4.35,2.69 +32738,0.31,Ideal,F,VS2,62.8,56.0,802,4.32,4.28,2.7 +37493,0.35,Ideal,E,VS2,61.5,55.0,984,4.56,4.52,2.79 +40372,0.41,Premium,E,VVS1,60.0,61.0,1130,4.86,4.78,2.89 +25969,2.03,Very Good,I,SI1,62.9,57.0,15153,8.02,8.06,5.06 +2031,0.9,Very Good,H,SI2,63.4,60.0,3105,6.08,6.03,3.84 +28561,0.3,Very Good,H,VS1,63.3,56.0,675,4.3,4.26,2.71 +45621,0.55,Ideal,F,VS2,61.1,56.0,1692,5.27,5.31,3.23 +50379,0.75,Premium,G,SI2,63.0,58.0,2250,5.81,5.77,3.62 +16832,1.11,Premium,G,VS2,59.0,59.0,6713,6.79,6.76,4.0 +26528,1.52,Premium,E,VS1,60.1,59.0,16187,7.49,7.45,4.49 +36570,0.42,Good,E,SI1,63.6,61.0,945,4.73,4.7,3.0 +42526,0.4,Premium,F,VVS1,61.1,59.0,1323,4.78,4.75,2.91 +10370,1.0,Ideal,D,SI1,60.2,57.0,4774,6.48,6.54,3.92 +23904,1.5,Very Good,G,VS2,60.5,57.0,12014,7.39,7.43,4.48 +5462,1.17,Fair,I,SI2,59.2,68.0,3833,6.91,6.84,4.07 +10319,1.03,Ideal,D,SI2,61.2,57.0,4764,6.59,6.51,4.01 +17889,1.04,Ideal,D,VS2,61.9,55.0,7220,6.5,6.52,4.03 +38760,0.53,Ideal,I,VS2,62.1,54.0,1046,5.2,5.24,3.24 +44996,0.31,Premium,I,SI1,61.4,61.0,523,4.39,4.34,2.68 +12766,1.07,Ideal,E,SI2,62.2,55.0,5325,6.54,6.58,4.08 +50834,0.5,Very Good,D,VVS2,63.3,55.0,2310,5.08,5.06,3.21 +44761,0.52,Very Good,E,VS2,62.8,55.0,1621,5.11,5.15,3.22 +103,0.74,Ideal,G,SI1,61.6,55.0,2760,5.8,5.85,3.59 +29545,0.43,Good,G,SI1,63.6,55.0,704,4.79,4.83,3.06 +11766,1.1,Ideal,E,SI2,61.6,56.0,5082,6.61,6.64,4.08 +42584,0.52,Ideal,E,SI1,61.4,57.0,1330,5.15,5.18,3.17 +3933,1.01,Very Good,J,SI1,62.9,57.0,3499,6.35,6.37,4.0 +42484,0.38,Good,E,IF,59.1,58.0,1318,4.74,4.77,2.81 +17582,1.2,Ideal,I,VVS2,62.9,55.0,7079,6.75,6.79,4.26 +22780,1.68,Ideal,I,VS2,62.1,57.0,10800,7.6,7.54,4.7 +7480,1.0,Ideal,I,SI1,62.8,56.0,4237,6.33,6.38,3.99 +37807,0.34,Ideal,E,VVS1,61.8,57.0,1001,4.47,4.5,2.77 +26650,2.0,Good,I,VS2,63.6,60.0,16439,8.03,7.95,5.08 +21220,1.18,Premium,G,VVS2,59.7,58.0,9366,6.9,6.94,4.13 +32237,0.31,Ideal,G,VVS1,61.0,56.0,789,4.36,4.4,2.67 +28138,0.42,Ideal,J,VS1,61.4,55.0,664,4.83,4.85,2.97 +12872,1.03,Premium,H,VS2,63.0,59.0,5364,6.47,6.36,4.04 +49817,0.7,Fair,D,SI2,65.6,55.0,2167,5.59,5.5,3.64 +252,0.81,Good,G,SI2,61.0,61.0,2789,5.94,5.99,3.64 +17433,1.29,Premium,H,VS2,62.4,57.0,6987,6.98,6.92,4.34 +31582,0.35,Ideal,E,VS2,61.6,55.0,767,4.49,4.54,2.78 +9913,1.02,Very Good,H,SI1,63.2,57.0,4688,6.44,6.38,4.05 +11525,0.7,Premium,D,IF,60.0,59.0,5027,5.75,5.81,3.47 +3556,0.74,Very Good,E,VS1,62.8,59.0,3416,5.68,5.76,3.59 +22258,1.86,Ideal,J,VS2,62.6,56.0,10312,7.95,7.87,4.95 +11762,1.2,Premium,I,SI2,60.0,58.0,5080,6.93,6.91,4.15 +50306,0.31,Ideal,I,VS1,61.7,55.0,544,4.39,4.36,2.7 +38480,0.42,Very Good,G,VVS2,60.4,59.0,1031,4.78,4.82,2.9 +17706,0.31,Premium,H,VVS1,61.8,59.0,612,4.32,4.36,2.68 +44977,0.32,Ideal,I,VS1,61.3,56.0,523,4.43,4.45,2.72 +42859,0.53,Premium,H,VS2,59.1,59.0,1356,5.33,5.26,3.13 +35736,0.3,Premium,D,VS2,60.6,59.0,911,4.36,4.28,2.62 +24292,1.06,Ideal,F,IF,61.9,55.0,12539,6.54,6.57,4.06 +16852,1.0,Premium,E,VS2,60.0,60.0,6720,6.43,6.43,3.89 +25600,2.14,Ideal,I,SI2,61.9,56.0,14452,8.26,8.22,5.1 +31227,0.32,Premium,D,SI1,62.6,58.0,756,4.36,4.33,2.72 +13271,1.0,Fair,G,VS2,67.6,57.0,5484,6.2,6.13,4.17 +45899,0.52,Premium,D,SI1,61.4,58.0,1720,5.19,5.16,3.18 +27010,2.01,Ideal,I,SI1,59.9,60.0,17126,8.27,8.2,4.93 +5671,0.91,Ideal,G,SI1,62.6,57.0,3884,6.16,6.21,3.87 +35378,0.41,Ideal,H,VVS2,62.0,56.0,899,4.74,4.78,2.95 +41055,0.4,Very Good,E,VVS2,62.1,59.0,1189,4.67,4.7,2.91 +4838,0.9,Very Good,I,VS2,60.7,59.0,3709,6.23,6.26,3.79 +45131,0.52,Very Good,E,VS2,62.5,58.0,1653,5.13,5.18,3.22 +52079,0.82,Premium,G,SI2,62.3,58.0,2456,5.96,5.98,3.72 +14284,1.24,Very Good,I,VS2,60.1,59.0,5783,6.95,7.02,4.2 +31492,0.34,Premium,G,VS2,60.3,58.0,765,4.53,4.49,2.72 +36013,0.43,Very Good,E,SI1,63.4,56.0,921,4.79,4.77,3.03 +14469,1.08,Ideal,H,VS2,62.1,56.0,5839,6.59,6.56,4.08 +27248,1.51,Ideal,E,VS1,62.2,57.0,17649,7.37,7.32,4.57 +710,0.73,Very Good,F,VS2,62.5,57.0,2855,5.7,5.75,3.58 +50282,0.3,Very Good,H,VS1,61.9,55.0,541,4.32,4.37,2.69 +6781,0.93,Very Good,E,SI2,62.5,58.0,4113,6.21,6.24,3.89 +34867,0.3,Premium,G,VVS2,62.7,56.0,878,4.31,4.24,2.68 +30922,0.34,Very Good,E,VS2,62.8,58.0,745,4.43,4.45,2.79 +29711,0.31,Ideal,G,VVS2,62.4,56.0,707,4.31,4.35,2.7 +9369,0.32,Ideal,D,SI1,62.7,54.0,589,4.37,4.4,2.75 +46132,0.73,Premium,I,SI2,59.2,58.0,1744,5.9,5.85,3.47 +30588,0.31,Ideal,D,VS2,61.2,55.0,734,4.37,4.42,2.69 +35796,0.51,Ideal,I,SI2,62.2,55.0,913,5.14,5.15,3.2 +6416,1.0,Very Good,H,SI2,62.5,58.0,4042,6.27,6.36,3.95 +14185,1.34,Premium,D,SI2,60.3,59.0,5756,7.16,7.11,4.3 +33249,0.4,Ideal,G,VS2,60.9,58.0,825,4.76,4.79,2.91 +22822,1.38,Premium,G,VS1,62.4,58.0,10850,7.14,7.09,4.44 +51493,0.71,Premium,F,SI1,62.7,58.0,2381,5.74,5.68,3.58 +34289,0.26,Premium,H,VVS1,59.8,59.0,468,4.12,4.17,2.48 +45608,0.57,Ideal,G,VS2,61.5,55.0,1691,5.33,5.37,3.29 +44378,0.52,Very Good,G,VS1,61.8,58.0,1581,5.19,5.16,3.2 +5302,1.01,Fair,I,VS1,64.9,56.0,3801,6.29,6.2,4.07 +14544,1.04,Good,F,SI1,63.6,59.0,5871,6.4,6.36,4.06 +43011,0.54,Ideal,F,SI1,59.8,57.0,1369,5.31,5.29,3.17 +42696,0.46,Ideal,H,VVS1,62.4,53.4,1338,4.95,5.01,3.1 +10982,1.11,Premium,I,SI1,60.6,59.0,4911,6.73,6.66,4.06 +39690,0.4,Premium,F,VVS2,60.8,59.0,1088,4.72,4.76,2.88 +48852,0.56,Premium,E,VS1,62.6,58.0,2032,5.28,5.23,3.29 +16922,1.34,Premium,I,VS2,61.8,59.0,6754,7.07,7.04,4.36 +11353,1.21,Very Good,H,SI2,61.1,60.0,4991,6.86,6.91,4.21 +26342,0.32,Ideal,G,VS1,62.1,55.0,645,4.4,4.42,2.74 +38299,0.28,Ideal,E,VS1,61.4,56.0,487,4.2,4.24,2.59 +45778,0.52,Ideal,E,VS2,61.7,56.0,1708,5.13,5.18,3.18 +40950,0.3,Good,F,SI1,63.5,57.0,500,4.21,4.26,2.69 +4956,0.9,Good,G,SI1,62.8,59.0,3734,6.08,6.12,3.83 +4260,0.9,Premium,I,VS1,62.2,58.0,3580,6.18,6.13,3.83 +45658,0.3,Very Good,E,SI1,59.7,59.9,526,4.36,4.4,2.61 +49343,0.71,Good,H,SI1,63.1,57.0,2096,5.61,5.65,3.55 +11050,0.32,Very Good,H,VVS2,62.4,56.0,596,4.35,4.37,2.72 +3203,0.77,Ideal,D,SI1,62.5,56.0,3345,5.86,5.91,3.68 +28659,0.32,Ideal,F,VS1,61.3,55.0,676,4.43,4.46,2.72 +50734,0.74,Ideal,F,SI2,60.3,58.0,2295,5.84,5.82,3.51 +25077,2.25,Very Good,J,SI2,58.4,63.0,13597,8.6,8.65,5.04 +16417,1.03,Ideal,G,VS2,61.8,56.0,6557,6.47,6.5,4.01 +40208,0.51,Ideal,I,SI1,62.5,57.0,1122,5.1,5.07,3.18 +41733,0.41,Ideal,E,VVS2,61.1,56.0,1243,4.85,4.8,2.95 +4538,1.0,Fair,H,SI2,65.1,58.0,3640,6.27,6.15,4.05 +43959,0.31,Premium,F,SI1,60.5,60.0,516,4.37,4.39,2.65 +26455,2.07,Premium,I,SI1,62.3,60.0,15992,8.16,8.12,5.07 +17350,1.24,Premium,H,VS2,61.7,59.0,6962,6.91,6.84,4.24 +1163,1.02,Ideal,I,I1,61.7,56.0,2925,6.49,6.44,3.99 +41041,0.41,Ideal,E,VVS2,61.4,56.0,1187,4.77,4.81,2.94 +446,0.78,Very Good,I,VVS2,61.4,56.0,2816,5.91,5.95,3.64 +26038,0.32,Good,F,VS2,63.6,57.0,645,4.34,4.37,2.77 +42515,0.48,Premium,E,VS2,62.5,61.0,1323,5.01,4.97,3.12 +41533,0.42,Good,G,VVS1,63.6,55.0,1235,4.78,4.75,3.03 +15076,1.02,Good,G,VS1,64.3,57.0,6059,6.34,6.28,4.06 +11937,1.24,Premium,J,VS2,62.0,58.0,5128,6.87,6.91,4.27 +24446,1.5,Ideal,H,VS1,62.4,56.0,12702,7.29,7.34,4.57 +24051,0.36,Very Good,F,VS2,63.1,56.0,634,4.5,4.53,2.85 +11340,1.01,Good,F,SI1,63.8,59.0,4989,6.32,6.29,4.02 +6295,0.7,Ideal,F,VVS1,62.7,54.0,4021,5.66,5.7,3.56 +21524,1.54,Ideal,H,SI2,60.9,56.0,9624,7.45,7.43,4.53 +44766,0.55,Ideal,E,SI1,61.6,56.0,1621,5.26,5.28,3.25 +43101,0.53,Premium,I,VS1,62.3,58.0,1383,5.26,5.18,3.25 +44176,0.54,Ideal,E,VS2,61.8,55.0,1567,5.22,5.26,3.24 +5423,1.01,Good,J,VS1,63.2,62.0,3823,6.29,6.33,3.99 +32727,0.31,Premium,F,VS2,62.3,59.0,802,4.33,4.3,2.69 +26558,1.7,Ideal,H,VS1,61.5,55.0,16240,7.69,7.73,4.74 +749,0.33,Good,I,SI1,63.6,53.0,557,4.43,4.4,2.81 +41067,0.52,Ideal,F,SI2,62.1,55.0,1191,5.14,5.17,3.2 +13580,1.17,Ideal,F,SI2,62.2,55.0,5556,6.73,6.7,4.18 +19252,1.2,Very Good,G,VS2,62.2,57.0,7983,6.75,6.78,4.21 +14917,1.23,Ideal,G,SI2,58.8,60.0,6005,7.01,7.08,4.14 +12906,1.08,Very Good,H,SI1,61.8,53.0,5375,6.62,6.63,4.09 +30821,0.33,Good,E,SI1,63.8,55.0,743,4.38,4.36,2.79 +53247,0.55,Ideal,D,VVS2,61.1,57.0,2644,5.32,5.29,3.24 +14746,1.24,Ideal,H,SI2,59.5,61.0,5937,6.98,7.03,4.17 +43762,0.41,Ideal,F,IF,61.9,56.0,1439,4.78,4.81,2.97 +11574,1.15,Ideal,I,VS2,61.7,59.0,5038,6.68,6.73,4.14 +26138,2.26,Premium,H,SI2,61.3,60.0,15428,8.5,8.43,5.19 +18028,1.02,Very Good,G,VVS2,61.3,59.0,7292,6.46,6.53,3.98 +32402,0.37,Premium,F,SI1,60.3,58.0,791,4.66,4.62,2.8 +47262,0.71,Premium,J,VVS2,60.3,59.0,1843,5.79,5.82,3.5 +51546,0.71,Ideal,I,VVS2,62.2,54.0,2387,5.7,5.75,3.56 +9904,0.9,Premium,E,VS2,62.6,59.0,4687,6.14,6.06,3.82 +50612,0.27,Premium,G,VS2,62.4,59.0,397,4.11,4.13,2.57 +8763,0.9,Good,F,VS2,62.6,57.0,4466,6.07,6.19,3.84 +27796,0.37,Premium,G,VS2,59.3,60.0,649,4.67,4.71,2.78 +46707,0.7,Premium,F,SI2,61.2,59.0,1792,5.75,5.72,3.51 +759,0.7,Ideal,G,VVS2,62.1,56.0,2858,5.63,5.71,3.52 +30332,0.41,Very Good,D,SI2,63.8,57.0,727,4.71,4.73,3.01 +51569,0.7,Ideal,I,VS2,62.3,54.0,2390,5.67,5.72,3.55 +7799,1.04,Good,E,SI2,62.3,62.0,4290,6.4,6.44,4.0 +9623,0.9,Very Good,F,VS2,63.4,57.0,4637,6.19,6.08,3.89 +33429,0.32,Ideal,G,VS1,60.5,56.0,828,4.44,4.42,2.68 +52243,0.78,Premium,G,SI2,60.6,58.0,2486,6.02,5.99,3.64 +37735,0.5,Very Good,F,SI2,62.2,54.0,997,5.08,5.14,3.18 +32439,0.43,Very Good,F,SI1,62.4,56.0,792,4.81,4.84,3.01 +1462,0.7,Ideal,E,VS2,61.5,57.0,2980,5.67,5.78,3.52 +13201,1.08,Ideal,I,VS2,61.8,54.0,5455,6.6,6.57,4.07 +34255,0.34,Ideal,F,VS2,61.4,55.0,856,4.54,4.52,2.78 +27574,2.02,Very Good,H,VS2,62.7,58.0,18398,7.96,8.01,5.01 +5384,0.34,Very Good,F,SI2,63.5,56.0,574,4.48,4.44,2.83 +30649,0.4,Ideal,I,VS1,61.2,56.0,736,4.76,4.82,2.93 +980,0.76,Ideal,F,SI1,61.4,56.0,2894,5.88,5.92,3.62 +36155,0.33,Premium,E,VS2,61.7,60.0,928,4.45,4.4,2.73 +6465,1.0,Good,F,SI2,61.8,58.0,4053,6.43,6.48,3.99 +26722,0.32,Very Good,F,VS2,62.8,57.0,645,4.33,4.36,2.73 +22139,1.2,Very Good,F,VVS2,63.8,58.0,10173,6.67,6.69,4.26 +21621,1.01,Premium,E,VVS2,61.8,59.0,9711,6.42,6.39,3.96 +35579,0.35,Ideal,F,VS2,62.4,55.0,906,4.53,4.51,2.82 +26960,2.04,Premium,I,VS2,62.5,58.0,17028,8.22,8.09,5.1 +36383,0.38,Premium,D,SI1,59.7,60.0,941,4.69,4.66,2.79 +40614,0.25,Good,E,VVS1,61.4,62.0,498,4.03,4.05,2.48 +20451,1.2,Premium,F,VS2,62.1,54.0,8796,6.77,6.73,4.19 +4442,0.9,Premium,J,VVS1,62.0,58.0,3617,6.19,6.11,3.81 +4611,0.9,Premium,E,SI2,61.3,60.0,3662,6.17,6.23,3.8 +15749,1.54,Ideal,G,I1,61.6,55.0,6299,7.43,7.4,4.57 +52395,0.7,Very Good,D,SI1,63.2,55.0,2509,5.62,5.65,3.56 +16182,1.0,Premium,F,VS2,62.4,60.0,6468,6.38,6.35,3.97 +33542,0.35,Ideal,D,VS2,60.9,57.0,829,4.51,4.55,2.76 +47810,0.71,Very Good,I,SI2,62.2,58.0,1902,5.61,5.7,3.52 +44350,0.56,Ideal,G,VS2,61.7,56.0,1580,5.3,5.34,3.28 +31297,0.32,Premium,D,VS2,61.7,59.0,758,4.38,4.43,2.72 +4654,1.12,Premium,I,SI2,61.2,58.0,3669,6.72,6.68,4.1 +35740,0.3,Premium,D,VS2,61.1,59.0,911,4.31,4.26,2.62 +49196,0.55,Ideal,G,VVS1,61.2,56.0,2077,5.27,5.3,3.24 +10147,1.0,Premium,H,SI1,62.7,58.0,4724,6.41,6.32,3.99 +19524,1.02,Ideal,F,VS1,61.0,56.0,8157,6.52,6.49,3.97 +48408,0.61,Very Good,H,VVS2,61.4,57.0,1970,5.46,5.5,3.36 +17841,1.02,Premium,F,VS1,60.5,56.0,7197,6.61,6.52,3.97 +31089,0.33,Very Good,G,VVS2,60.0,63.0,752,4.45,4.49,2.68 +52798,0.7,Good,E,SI1,63.5,58.0,2569,5.62,5.65,3.58 +21803,1.57,Premium,D,SI2,62.9,61.0,9875,7.41,7.37,4.65 +35966,0.25,Good,E,VVS2,64.9,58.0,476,3.95,3.97,2.57 +49918,0.7,Ideal,H,SI1,61.2,56.0,2184,5.69,5.74,3.5 +42910,0.55,Premium,H,VS2,62.1,58.0,1363,5.24,5.29,3.27 +37276,0.3,Good,J,VVS2,57.4,61.0,483,4.41,4.44,2.54 +49441,0.74,Premium,G,SI2,62.8,57.0,2109,5.77,5.73,3.61 +22354,0.31,Premium,H,VS2,60.0,60.0,628,4.43,4.4,2.65 +39276,0.34,Good,H,SI1,63.3,56.0,490,4.45,4.46,2.82 +35973,0.38,Very Good,D,VS1,59.5,61.0,921,4.66,4.69,2.78 +41855,0.61,Ideal,E,I1,63.4,57.0,1255,5.43,5.37,3.42 +45181,0.51,Very Good,G,VS1,62.9,58.0,1656,5.05,5.1,3.19 +12832,1.0,Very Good,E,SI1,61.2,60.0,5351,6.39,6.42,3.92 +21122,1.54,Very Good,J,VS1,63.5,57.0,9285,7.27,7.37,4.65 +50946,0.57,Ideal,F,VVS2,60.2,57.0,2321,5.38,5.41,3.25 +5123,0.92,Very Good,F,SI2,62.9,58.0,3763,6.18,6.22,3.9 +22724,1.51,Premium,G,SI1,61.6,59.0,10739,7.32,7.3,4.5 +41203,0.46,Good,D,VS2,63.2,56.0,1205,4.89,4.92,3.1 +9357,1.09,Ideal,G,SI2,61.2,57.0,4586,6.63,6.68,4.07 +13797,1.19,Fair,H,SI1,64.4,58.0,5622,6.69,6.64,4.29 +28307,0.3,Very Good,H,SI1,62.9,59.0,432,4.24,4.28,2.68 +18051,0.35,Ideal,G,VS2,62.5,53.0,615,4.53,4.56,2.84 +50875,0.52,Very Good,F,VVS1,62.0,57.0,2314,5.11,5.15,3.18 +9242,1.01,Good,H,SI1,60.3,64.0,4559,6.5,6.53,3.93 +48713,0.7,Premium,H,VS2,61.7,59.0,2010,5.66,5.68,3.5 +48877,0.58,Premium,F,VS2,61.9,57.0,2036,5.47,5.36,3.35 +40421,0.5,Fair,H,VS1,67.1,58.0,1134,4.94,4.89,3.3 +40885,0.57,Premium,J,VS2,60.2,62.0,1176,5.4,5.33,3.23 +45336,0.51,Good,E,VS2,63.8,55.0,1662,5.08,5.05,3.23 +7921,0.91,Very Good,G,VS2,59.5,58.0,4316,6.26,6.34,3.75 +9117,1.11,Good,E,SI2,58.3,60.0,4532,6.76,6.83,3.96 +14112,1.0,Good,G,VS2,63.0,58.0,5723,6.25,6.35,3.97 +637,0.73,Ideal,D,SI1,61.4,57.0,2841,5.76,5.8,3.55 +26346,0.32,Very Good,G,VS1,62.8,58.0,645,4.34,4.39,2.74 +13034,0.38,Premium,J,VS1,62.1,60.0,600,4.6,4.64,2.87 +31864,0.3,Premium,H,VVS2,62.1,52.0,776,4.31,4.29,2.67 +48155,0.59,Ideal,E,VS2,60.2,61.0,1941,5.43,5.47,3.28 +44858,0.51,Very Good,F,VS1,63.3,57.0,1627,5.06,5.09,3.21 +1167,0.81,Premium,F,SI1,61.3,60.0,2926,6.0,5.94,3.66 +15329,1.09,Premium,G,VS2,60.6,62.0,6153,6.68,6.58,4.02 +8686,1.01,Ideal,F,SI2,61.5,56.0,4458,6.42,6.49,3.97 +34258,0.3,Ideal,F,VVS1,62.3,56.0,857,4.3,4.34,2.69 +16072,1.02,Ideal,G,VS2,62.5,55.0,6418,6.43,6.49,4.04 +44764,0.52,Ideal,E,VS2,62.4,57.0,1621,5.12,5.14,3.2 +48040,0.79,Premium,J,SI1,58.8,62.0,1924,6.03,6.01,3.54 +19436,1.55,Ideal,J,VS2,61.7,55.0,8088,7.38,7.43,4.58 +19933,1.08,Ideal,D,VS2,61.9,58.0,8481,6.54,6.57,4.06 +2287,0.9,Good,H,SI2,62.4,61.0,3160,6.03,6.11,3.79 +43071,0.46,Very Good,G,VS1,60.0,56.0,1378,5.05,5.1,3.04 +49314,0.34,Ideal,G,SI1,61.8,54.0,540,4.48,4.51,2.78 +15842,1.31,Ideal,J,SI1,62.5,56.0,6337,6.95,7.04,4.37 +3673,0.9,Very Good,I,VS2,61.4,58.0,3445,6.16,6.26,3.81 +49585,1.04,Fair,F,I1,65.4,60.0,2134,6.39,6.3,4.15 +1615,0.8,Very Good,F,SI1,63.9,56.0,3013,5.84,5.87,3.74 +33618,0.31,Premium,G,SI1,61.4,58.0,462,4.31,4.35,2.66 +31950,0.3,Ideal,F,VS2,62.8,56.0,776,4.31,4.29,2.7 +19799,1.25,Ideal,H,VS1,62.1,57.0,8365,6.89,6.92,4.29 +44172,0.53,Ideal,D,SI1,62.0,57.0,1566,5.19,5.23,3.23 +22650,1.01,Good,E,VVS1,63.1,57.0,10696,6.36,6.39,4.02 +43583,0.5,Premium,D,VS2,62.2,60.0,1431,5.15,5.05,3.17 +52901,0.73,Ideal,G,VS2,62.5,56.0,2586,5.78,5.74,3.6 +40923,0.3,Ideal,F,SI1,62.3,53.9,499,4.28,4.31,2.68 +30674,0.4,Premium,E,SI1,62.6,59.0,737,4.68,4.71,2.94 +53103,0.7,Ideal,E,SI1,60.6,57.0,2614,5.76,5.79,3.5 +5754,0.92,Premium,I,VS2,60.9,58.0,3895,6.28,6.27,3.82 +36673,0.5,Fair,J,VS1,66.8,57.0,949,4.89,4.84,3.25 +38837,0.52,Good,G,SI2,63.1,56.0,1049,5.08,5.12,3.22 +51809,0.72,Ideal,E,SI1,60.9,57.0,2416,5.83,5.86,3.56 +34682,0.33,Ideal,E,VS2,61.6,55.0,873,4.46,4.5,2.76 +30502,0.31,Ideal,D,SI1,62.6,57.0,732,4.33,4.3,2.7 +50480,0.7,Good,G,SI2,60.1,65.0,2268,5.7,5.65,3.41 +13159,1.01,Very Good,D,SI1,62.9,59.0,5443,6.39,6.43,4.03 +38217,0.43,Ideal,E,SI1,62.9,56.0,1016,4.83,4.8,3.03 +10990,1.02,Ideal,E,SI2,61.6,55.0,4912,6.52,6.46,4.0 +2780,0.74,Ideal,H,VS1,61.0,55.0,3254,5.86,5.88,3.58 +47138,0.58,Ideal,G,VS1,60.1,55.0,1830,5.44,5.4,3.26 +9246,1.01,Ideal,F,SI1,63.0,57.0,4559,6.39,6.34,4.01 +38811,0.31,Ideal,G,VVS1,61.9,55.0,1046,4.36,4.3,2.68 +12470,1.2,Very Good,G,SI2,62.5,57.0,5250,6.73,6.84,4.24 +20407,1.51,Very Good,J,VVS2,62.9,58.0,8770,7.21,7.33,4.57 +22259,1.08,Ideal,E,VVS2,61.8,56.0,10313,6.55,6.59,4.06 +29178,0.3,Ideal,F,VVS2,61.4,56.0,694,4.32,4.35,2.66 +38462,0.38,Very Good,F,VVS1,63.8,58.0,1030,4.58,4.61,2.93 +29078,0.38,Ideal,G,SI1,61.2,58.0,688,4.64,4.67,2.85 +23819,1.2,Ideal,E,VVS2,61.5,57.0,11883,6.79,6.89,4.21 +49901,0.62,Ideal,G,VS1,62.4,57.0,2178,5.44,5.46,3.4 +26480,2.01,Premium,E,SI2,58.7,54.0,16064,8.27,8.2,4.83 +28408,0.35,Premium,D,SI2,62.3,58.0,669,4.54,4.48,2.81 +49772,0.5,Ideal,F,VVS2,62.0,55.0,2160,5.12,5.1,3.17 +52723,0.73,Very Good,H,VS1,61.4,58.0,2557,5.75,5.85,3.56 +8557,1.01,Premium,E,SI2,59.6,61.0,4434,6.59,6.56,3.92 +51272,0.73,Very Good,H,SI1,62.7,59.0,2359,5.74,5.77,3.61 +37967,0.41,Very Good,F,VS1,60.8,58.0,1007,4.76,4.82,2.91 +45324,0.3,Very Good,F,VS2,61.4,55.0,524,4.32,4.37,2.67 +26009,1.7,Premium,D,SI1,61.9,59.0,15238,7.64,7.61,4.72 +28069,0.32,Very Good,E,VS1,62.9,57.0,661,4.36,4.39,2.75 +52598,0.53,Very Good,E,IF,59.8,60.0,2542,5.28,5.35,3.18 +16050,0.3,Premium,H,VS2,62.5,58.0,608,4.28,4.26,2.67 +26501,2.1,Premium,G,SI2,60.9,57.4,16112,8.17,8.27,5.0 +9789,1.01,Very Good,D,SI1,62.4,58.0,4666,6.39,6.47,4.01 +1088,0.71,Very Good,D,VS1,62.9,57.0,2910,5.6,5.66,3.54 +16790,1.21,Ideal,I,VS1,61.5,56.0,6691,6.83,6.87,4.22 +31606,0.3,Very Good,J,VS2,61.6,61.0,368,4.28,4.33,2.65 +12736,1.11,Premium,H,SI1,61.5,59.0,5315,6.69,6.64,4.1 +29516,0.39,Very Good,G,SI1,58.9,61.0,703,4.74,4.76,2.8 +17932,1.0,Very Good,G,VVS2,62.1,59.0,7242,6.34,6.45,3.97 +8307,0.8,Ideal,G,VS1,61.1,57.0,4388,5.97,6.0,3.65 +6430,1.01,Fair,H,VS1,66.1,55.0,4044,6.28,6.24,4.14 +32697,0.31,Premium,F,VS2,59.3,60.0,802,4.41,4.39,2.61 +34955,0.29,Very Good,G,VS2,62.5,56.0,471,4.21,4.24,2.64 +9256,1.16,Ideal,I,SI2,62.6,56.0,4560,6.73,6.68,4.2 +14184,1.0,Ideal,D,SI1,62.7,56.0,5755,6.39,6.43,4.02 +32285,0.31,Ideal,J,VVS2,62.2,54.0,453,4.36,4.39,2.72 +42809,0.53,Ideal,H,VS2,62.5,54.0,1353,5.17,5.2,3.24 +53323,0.6,Ideal,F,VVS2,62.3,56.0,2652,5.37,5.41,3.36 +2737,0.71,Ideal,E,VS2,62.0,55.0,3247,5.7,5.75,3.55 +53606,0.7,Ideal,F,VVS2,61.9,55.0,2701,5.72,5.68,3.53 +46356,0.71,Very Good,J,SI1,61.0,61.0,1760,5.66,5.71,3.47 +49299,0.41,Good,I,SI2,63.5,57.0,539,4.7,4.72,2.99 +28817,0.31,Premium,D,VS1,59.6,58.0,683,4.38,4.41,2.62 +1048,0.71,Ideal,F,VS1,61.9,56.0,2907,5.7,5.74,3.54 +3849,0.7,Very Good,D,VS1,61.6,58.0,3477,5.67,5.73,3.51 +43743,0.51,Very Good,G,VS2,62.9,58.0,1438,5.05,5.12,3.2 +46578,0.56,Very Good,E,SI1,58.5,59.0,1785,5.42,5.45,3.18 +53421,0.72,Very Good,G,VS1,60.0,59.0,2671,5.8,5.84,3.49 +29356,0.31,Ideal,G,VS2,63.0,54.0,698,4.37,4.33,2.74 +18960,1.7,Premium,I,SI1,59.8,59.0,7797,7.72,7.7,4.61 +27700,0.32,Ideal,F,SI1,61.6,55.0,648,4.41,4.45,2.73 +15695,0.29,Ideal,H,VVS1,62.1,55.0,607,4.28,4.3,2.66 +44352,0.56,Ideal,G,VS2,61.2,56.0,1580,5.29,5.33,3.25 +13636,1.06,Premium,F,SI1,60.4,62.0,5580,6.62,6.59,3.99 +41482,0.39,Premium,F,VVS1,59.7,58.0,1232,4.73,4.75,2.83 +29146,0.31,Ideal,E,VS1,61.8,55.0,692,4.36,4.38,2.7 +26985,2.01,Ideal,I,VS1,62.5,56.0,17068,8.08,8.02,5.03 +36430,0.31,Ideal,D,VS2,61.6,57.0,942,4.38,4.36,2.69 +25952,2.16,Ideal,I,SI2,61.9,54.0,15124,8.29,8.33,5.14 +9813,0.91,Premium,H,VS1,61.0,59.0,4670,6.25,6.18,3.79 +51611,0.7,Premium,F,SI1,60.8,56.0,2394,5.72,5.66,3.46 +15267,1.2,Premium,H,SI1,61.2,57.0,6129,6.91,6.78,4.19 +15617,1.02,Ideal,H,SI1,61.8,57.0,6264,6.43,6.46,3.98 +37318,0.46,Ideal,G,SI1,61.5,55.0,979,4.98,5.01,3.07 +10095,1.1,Premium,G,SI1,59.6,60.0,4712,6.74,6.7,4.0 +11771,1.0,Good,E,SI1,63.7,60.0,5082,6.24,6.29,3.99 +20033,0.3,Very Good,H,SI1,59.5,62.0,421,4.32,4.35,2.58 +23311,1.71,Premium,G,SI2,60.9,58.0,11351,7.72,7.68,4.69 +12406,1.03,Ideal,E,SI1,62.2,57.0,5234,6.42,6.48,4.01 +37215,0.34,Ideal,G,IF,61.3,55.0,974,4.53,4.57,2.79 +44039,0.52,Ideal,D,SI1,61.1,57.0,1547,5.19,5.25,3.19 +4368,0.79,Ideal,E,VS2,61.8,56.0,3605,5.91,5.94,3.66 +53207,0.75,Very Good,G,SI1,62.1,60.0,2634,5.79,5.83,3.61 +52129,0.6,Ideal,G,VVS2,61.3,56.0,2467,5.43,5.46,3.34 +25055,1.81,Premium,E,SI2,58.2,61.0,13561,8.09,8.02,4.69 +18819,1.06,Very Good,F,VS2,61.5,58.0,7706,6.53,6.57,4.03 +48693,0.76,Very Good,D,SI2,59.1,63.0,2006,5.91,5.84,3.47 +4047,0.7,Ideal,D,VS1,62.8,54.0,3529,5.65,5.69,3.56 +21852,1.57,Ideal,I,VS2,61.5,56.0,9912,7.49,7.56,4.63 +13230,1.29,Very Good,I,SI1,62.2,58.0,5463,6.94,6.99,4.33 +25028,0.4,Premium,E,SI2,60.5,59.0,640,4.74,4.78,2.88 +53535,0.72,Fair,E,VS2,64.4,59.0,2691,5.67,5.64,3.64 +7325,1.01,Ideal,G,SI2,62.1,59.0,4209,6.45,6.41,3.99 +356,0.73,Ideal,E,SI2,61.8,58.0,2805,5.77,5.81,3.58 +36300,0.32,Very Good,G,SI1,60.9,58.0,477,4.39,4.44,2.69 +48832,0.61,Ideal,D,SI1,62.0,55.0,2029,5.47,5.44,3.38 +28768,0.31,Premium,E,VS2,60.6,59.0,680,4.36,4.39,2.65 +36046,0.34,Very Good,G,IF,61.0,56.0,924,4.5,4.54,2.76 +25506,2.06,Very Good,I,SI2,62.3,57.0,14298,8.12,8.2,5.09 +22835,1.5,Good,E,SI1,61.3,65.0,10868,7.17,7.23,4.41 +50665,0.31,Very Good,E,SI1,62.7,58.0,544,4.31,4.33,2.71 +20773,1.2,Ideal,G,VVS1,62.2,57.0,9009,6.77,6.81,4.22 +39545,0.32,Ideal,H,IF,60.9,56.0,1080,4.42,4.41,2.69 +13767,1.04,Premium,E,SI1,62.2,56.0,5612,6.56,6.49,4.06 +508,0.7,Premium,E,VS2,60.7,62.0,2822,5.72,5.68,3.46 +46318,0.3,Good,G,VS2,63.9,55.0,526,4.27,4.28,2.73 +48453,0.55,Ideal,E,VS1,61.1,55.0,1975,5.3,5.33,3.25 +20025,0.32,Very Good,G,SI2,62.4,59.0,421,4.35,4.4,2.73 +912,0.79,Ideal,F,SI1,62.8,56.0,2878,5.88,5.9,3.7 +26726,0.32,Very Good,G,VS1,62.5,60.0,645,4.29,4.35,2.7 +51263,0.7,Premium,D,SI1,58.8,59.0,2357,5.86,5.84,3.44 +33660,0.41,Very Good,G,VS2,62.7,60.0,835,4.71,4.75,2.96 +27676,2.48,Very Good,F,SI2,63.4,56.0,18692,8.64,8.55,5.45 +21352,1.73,Premium,F,SI2,61.5,60.0,9494,7.75,7.66,4.74 +26102,1.92,Very Good,E,SI2,62.5,59.0,15364,7.85,7.92,4.93 +40366,0.34,Ideal,D,VVS2,61.8,55.0,1130,4.46,4.48,2.76 +23583,1.57,Ideal,G,SI1,61.8,55.0,11596,7.43,7.49,4.61 +47374,0.57,Ideal,F,VS2,61.7,57.0,1847,5.36,5.33,3.3 +17848,1.07,Ideal,G,VS1,62.0,56.0,7198,6.58,6.52,4.06 +17294,1.15,Very Good,E,VS2,62.9,56.0,6929,6.65,6.68,4.19 +9827,1.01,Premium,G,SI1,62.9,61.0,4672,6.4,6.36,4.01 +31529,0.34,Ideal,E,SI1,61.8,56.0,765,4.48,4.45,2.76 +39776,0.36,Premium,D,VS2,59.1,58.0,1094,4.68,4.63,2.75 +51033,0.48,Very Good,D,VVS2,59.5,57.0,2329,5.16,5.12,3.06 +13091,1.08,Premium,D,SI1,61.6,56.0,5419,6.64,6.57,4.07 +10677,1.0,Ideal,I,VS2,62.4,52.0,4841,6.41,6.45,4.02 +28514,0.36,Ideal,E,VS2,61.1,57.0,673,4.56,4.61,2.8 +24683,2.08,Ideal,J,SI1,61.6,58.0,13038,8.15,8.22,5.04 +3069,0.73,Premium,E,VS1,60.9,61.0,3311,5.81,5.79,3.53 +14061,0.3,Ideal,F,VS2,60.4,56.0,605,4.34,4.37,2.63 +10288,1.08,Ideal,I,SI1,60.3,60.0,4757,6.67,6.62,4.01 +17532,1.0,Premium,F,VS1,59.2,60.0,7056,6.53,6.48,3.58 +28247,0.33,Ideal,G,VS1,61.9,55.0,666,4.41,4.44,2.74 +7882,0.9,Fair,G,VS2,65.8,61.0,4309,5.99,5.96,3.93 +13395,0.32,Good,F,VS2,63.3,57.0,602,4.34,4.38,2.76 +35605,0.31,Very Good,H,VVS1,63.3,58.0,907,4.32,4.28,2.72 +3588,1.0,Good,J,VS2,57.6,58.0,3422,6.59,6.56,3.79 +5196,0.73,Ideal,G,VVS2,62.4,57.0,3777,5.71,5.79,3.59 +721,0.26,Ideal,E,VS1,62.3,57.0,556,4.05,4.08,2.53 +23930,1.24,Ideal,F,VVS2,62.0,57.0,12059,6.86,6.91,4.27 +46293,0.3,Very Good,G,VS2,61.4,54.0,526,4.31,4.36,2.66 +36487,0.32,Ideal,F,IF,61.8,54.0,943,4.44,4.46,2.75 +28986,0.41,Good,E,SI1,63.1,57.0,685,4.71,4.73,2.98 +13015,1.2,Very Good,H,SI2,60.2,58.0,5408,6.88,6.94,4.16 +6439,0.91,Premium,G,SI1,61.8,60.0,4045,6.18,6.21,3.83 +36036,0.41,Premium,G,SI1,62.7,55.0,923,4.8,4.77,3.0 +28450,0.37,Ideal,G,VS2,61.4,56.0,671,4.63,4.65,2.85 +29785,0.3,Premium,D,SI1,59.7,59.0,709,4.37,4.34,2.6 +41288,0.42,Ideal,D,VVS2,62.0,55.0,1210,4.84,4.81,2.99 +53445,0.71,Premium,E,SI1,60.3,60.0,2674,5.77,5.74,3.47 +12142,1.2,Ideal,I,SI1,62.1,55.0,5174,6.83,6.79,4.23 +14106,1.32,Ideal,I,SI2,61.7,55.0,5721,7.07,7.03,4.35 +28315,0.32,Premium,I,SI1,62.7,58.0,432,4.34,4.37,2.73 +24373,0.3,Ideal,G,VS1,60.4,55.0,637,4.38,4.41,2.66 +21202,1.51,Premium,I,SI1,61.7,60.0,9344,7.31,7.27,4.5 +1264,0.9,Premium,I,SI1,60.9,56.0,2947,6.26,6.21,3.8 +1050,0.72,Ideal,E,SI1,62.6,56.0,2907,5.7,5.73,3.58 +3475,1.01,Premium,E,I1,59.8,58.0,3394,6.57,6.53,3.92 +34951,0.24,Very Good,E,VVS2,62.1,59.0,471,3.95,4.0,2.47 +18459,1.2,Ideal,D,SI1,61.8,58.0,7508,6.76,6.83,4.2 +15181,1.01,Premium,F,VS2,62.1,60.0,6097,6.43,6.36,3.97 +7261,1.05,Premium,G,SI2,61.8,60.0,4198,6.49,6.46,4.0 +3450,0.9,Very Good,H,SI1,63.0,55.0,3388,6.12,6.16,3.87 +14964,1.2,Premium,G,SI1,63.0,58.0,6026,6.72,6.68,4.22 +35635,0.35,Ideal,H,SI2,60.3,55.0,474,4.61,4.65,2.79 +24899,2.14,Premium,J,SI2,61.5,59.0,13326,8.3,8.25,5.11 +16165,1.07,Ideal,F,VS2,62.0,57.0,6459,6.5,6.47,4.08 +27990,0.3,Ideal,E,VS2,62.3,56.0,658,4.28,4.32,2.68 +11383,0.34,Premium,G,VS2,60.2,58.0,596,4.51,4.56,2.73 +49783,0.7,Very Good,F,SI1,61.4,57.0,2161,5.73,5.77,3.53 +44354,0.56,Ideal,G,VS2,62.1,56.0,1580,5.29,5.31,3.29 +23653,1.5,Very Good,E,SI1,62.0,57.0,11690,7.25,7.33,4.52 +42755,0.56,Ideal,H,SI1,61.9,58.0,1343,5.27,5.3,3.27 +42048,0.55,Premium,E,SI2,59.7,58.0,1269,5.33,5.35,3.19 +3286,0.91,Ideal,H,SI2,60.3,57.0,3363,6.31,6.27,3.79 +19739,1.09,Ideal,G,VS1,60.3,57.0,8305,6.68,6.73,4.04 +9414,1.01,Good,D,SI2,63.9,57.0,4588,6.29,6.36,4.04 +34829,0.3,Premium,H,VVS1,62.5,59.0,878,4.29,4.26,2.67 +24500,2.07,Ideal,J,SI2,62.5,56.0,12778,8.18,8.08,5.08 +8033,1.0,Premium,F,SI2,61.6,62.0,4333,6.37,6.3,3.9 +52467,0.75,Very Good,E,SI1,62.4,57.0,2517,5.79,5.85,3.63 +33110,0.31,Premium,E,VS1,61.0,60.0,816,4.37,4.35,2.66 +42994,0.61,Ideal,E,SI2,62.0,54.0,1368,5.46,5.48,3.39 +43437,0.5,Good,F,VS1,58.0,61.0,1415,5.18,5.23,3.02 +26363,0.32,Very Good,F,VS2,60.2,59.0,645,4.4,4.43,2.66 +38121,0.3,Premium,G,VVS1,60.5,59.0,1013,4.36,4.33,2.63 +31292,0.32,Ideal,D,VS2,61.0,56.0,758,4.42,4.46,2.71 +32594,0.3,Ideal,F,VVS1,62.0,55.0,802,4.3,4.34,2.68 +2805,0.91,Premium,G,SI1,62.5,56.0,3262,6.3,6.18,3.9 +22994,1.61,Ideal,H,VS2,61.4,57.0,11045,7.52,7.57,4.63 +40201,0.39,Premium,E,VS2,60.9,60.0,1121,4.71,4.68,2.86 +21865,1.54,Premium,F,SI1,62.8,58.0,9926,7.35,7.32,4.61 +13262,1.13,Very Good,F,SI1,60.6,60.0,5481,6.67,6.76,4.07 +3521,0.72,Very Good,G,IF,63.3,54.0,3405,5.64,5.73,3.6 +52017,0.7,Ideal,F,SI1,60.8,60.0,2445,5.74,5.78,3.5 +41890,0.41,Ideal,G,IF,62.4,54.0,1259,4.76,4.79,2.98 +48342,0.51,Very Good,F,VS1,60.8,59.0,1961,5.15,5.18,3.14 +1775,0.72,Premium,H,IF,58.7,59.0,3048,5.94,5.88,3.47 +14165,1.2,Premium,H,SI1,62.7,56.0,5746,6.78,6.75,4.24 +16587,1.24,Very Good,H,SI1,62.4,58.0,6625,6.93,6.82,4.29 +7700,1.01,Fair,F,SI1,67.2,60.0,4276,6.06,6.0,4.05 +5573,1.14,Premium,J,SI2,60.4,59.0,3861,6.8,6.74,4.09 +32415,0.41,Ideal,D,SI1,61.6,55.0,791,4.78,4.8,2.95 +18744,1.34,Ideal,H,SI1,62.4,54.0,7659,7.05,7.08,4.41 +14610,1.23,Ideal,F,SI2,62.3,58.0,5894,6.8,6.84,4.25 +15666,1.32,Premium,I,SI1,62.2,58.0,6283,7.04,6.99,4.36 +51709,0.8,Fair,G,SI2,67.1,56.0,2400,5.76,5.73,3.85 +49612,0.7,Ideal,H,SI1,61.2,58.0,2138,5.74,5.77,3.52 +51879,0.71,Very Good,H,VS2,59.2,63.0,2428,5.81,5.85,3.45 +20840,1.15,Very Good,G,VVS2,63.2,58.0,9068,6.68,6.61,4.2 +51973,0.26,Premium,D,VS1,60.0,56.0,546,4.18,4.15,2.5 +40412,0.55,Ideal,I,SI1,61.3,55.0,1134,5.3,5.33,3.26 +18095,1.51,Premium,J,SI1,58.4,60.0,7314,7.58,7.53,4.41 +48405,0.72,Good,G,SI1,64.0,59.0,1969,5.59,5.63,3.59 +38960,0.31,Premium,H,VS2,62.4,59.0,489,4.31,4.34,2.7 +30406,0.32,Ideal,H,VVS1,62.2,56.0,730,4.37,4.38,2.72 +32725,0.31,Ideal,F,VS2,62.9,56.0,802,4.32,4.3,2.71 +4343,1.02,Very Good,J,SI2,61.1,61.0,3601,6.44,6.5,3.95 +29744,0.32,Ideal,H,VVS1,61.3,56.0,708,4.41,4.43,2.71 +11369,1.04,Ideal,I,VS1,62.9,43.0,4997,6.45,6.41,4.04 +9412,1.01,Very Good,D,SI2,62.2,60.0,4588,6.4,6.43,3.99 +30760,0.25,Premium,E,VVS2,62.5,59.0,740,4.04,4.02,2.52 +49250,0.71,Fair,D,SI1,55.5,62.0,2086,6.0,5.97,3.32 +45475,0.5,Premium,E,VS2,62.7,59.0,1676,5.06,5.02,3.16 +52961,0.24,Very Good,E,VVS1,63.7,57.0,552,3.92,3.93,2.5 +28208,0.4,Very Good,H,SI1,62.1,62.0,666,4.7,4.73,2.93 +30678,0.4,Very Good,E,SI1,60.9,56.0,737,4.76,4.8,2.91 +29933,0.32,Ideal,D,SI1,61.2,56.0,714,4.45,4.47,2.73 +21431,1.13,Very Good,F,VVS2,59.6,59.0,9539,6.82,6.87,4.08 +46181,0.5,Premium,G,VS1,62.2,59.0,1746,5.09,5.04,3.15 +14923,1.5,Good,G,SI2,57.5,63.0,6006,7.53,7.49,4.32 +7683,0.92,Premium,D,SI1,62.3,58.0,4274,6.27,6.21,3.89 +46590,0.64,Good,H,VS1,61.8,60.3,1786,5.47,5.53,3.4 +6679,1.2,Ideal,J,VS2,61.6,54.0,4099,6.88,6.82,4.22 +25348,1.76,Ideal,I,VVS2,60.2,58.0,14065,7.84,7.87,4.73 +25421,1.5,Premium,G,VVS2,62.7,58.0,14157,7.28,7.32,4.58 +19908,1.53,Very Good,G,SI2,62.1,61.0,8455,7.28,7.3,4.53 +53649,0.71,Ideal,E,SI1,61.3,57.0,2704,5.81,5.78,3.55 +17527,1.09,Ideal,H,VVS1,61.4,56.0,7055,6.64,6.67,4.09 +38384,0.42,Ideal,E,VS2,61.7,56.0,1024,4.82,4.8,2.97 +13690,1.01,Ideal,E,SI1,62.1,54.0,5599,6.5,6.41,4.01 +13826,1.0,Very Good,E,VS2,63.5,56.0,5633,6.37,6.32,4.03 +49820,0.73,Ideal,I,VS1,62.1,54.0,2167,5.77,5.8,3.59 +41771,0.54,Ideal,E,SI2,60.7,56.0,1246,5.25,5.3,3.2 +53003,0.7,Premium,D,SI2,60.4,60.0,2596,5.79,5.74,3.48 +41458,0.45,Premium,F,VS1,62.1,59.0,1229,4.85,4.81,3.0 +15209,1.01,Premium,G,VS2,62.4,58.0,6108,6.41,6.38,3.99 +8170,1.07,Premium,E,SI2,60.5,59.0,4362,6.67,6.59,4.01 +14289,1.0,Good,E,SI1,61.6,62.0,5784,6.35,6.42,3.93 +28687,0.36,Ideal,G,VS1,62.3,57.0,678,4.55,4.57,2.84 +22649,1.54,Ideal,D,SI1,63.0,54.0,10694,7.33,7.28,4.6 +36412,0.31,Premium,E,VS1,60.5,59.0,942,4.37,4.36,2.64 +27505,1.73,Very Good,G,VVS2,62.6,55.0,18211,7.66,7.76,4.83 +41581,0.25,Very Good,D,VS1,62.6,58.0,388,4.05,4.07,2.54 +25094,1.72,Very Good,F,SI1,63.2,61.0,13622,7.62,7.57,4.8 +19394,1.53,Premium,J,VS1,60.1,59.0,8058,7.47,7.51,4.5 +27611,2.16,Premium,I,VS2,58.7,60.0,18481,8.54,8.5,5.0 +22432,2.1,Ideal,I,SI2,63.0,56.0,10457,8.18,8.15,5.12 +31816,0.38,Very Good,G,VS2,62.5,56.0,775,4.59,4.63,2.88 +53127,0.66,Very Good,E,VS1,61.0,57.8,2618,5.64,5.69,3.45 +28821,0.31,Ideal,D,VS1,60.5,55.0,683,4.39,4.43,2.67 +30683,0.3,Very Good,G,VVS1,62.6,62.0,737,4.21,4.26,2.65 +44080,0.51,Ideal,D,SI1,62.0,55.0,1553,5.11,5.15,3.18 +25696,0.4,Fair,D,SI1,65.1,55.0,644,4.63,4.68,3.03 +21345,1.0,Very Good,D,VVS2,61.3,58.0,9487,6.37,6.42,3.92 +29318,0.31,Premium,H,VS1,61.1,59.0,698,4.36,4.35,2.66 +49497,0.7,Fair,I,VVS2,64.7,55.0,2117,5.62,5.51,3.6 +32852,0.4,Ideal,G,VS2,61.2,57.0,807,4.73,4.78,2.91 +20907,1.56,Premium,F,SI1,60.5,59.0,9120,7.54,7.49,4.55 +18737,1.58,Premium,J,SI1,59.8,58.0,7654,7.61,7.57,4.54 +41816,0.43,Ideal,F,VVS2,61.8,57.0,1250,4.85,4.83,2.99 +52562,0.7,Ideal,G,VS2,62.1,57.0,2536,5.66,5.7,3.53 +5953,0.91,Premium,D,SI2,62.4,56.0,3949,6.2,6.17,3.86 +39599,0.34,Ideal,E,VVS1,61.9,56.0,1084,4.51,4.47,2.78 +13341,1.05,Ideal,G,VS2,61.1,57.0,5504,6.55,6.52,3.99 +2710,0.35,Ideal,G,VS2,61.6,54.0,563,4.55,4.58,2.81 +26914,2.02,Premium,G,SI2,61.3,56.0,16929,8.22,8.16,5.02 +10423,0.9,Ideal,H,VVS1,61.9,57.0,4783,6.19,6.24,3.85 +1556,0.65,Premium,D,VVS2,59.9,58.0,3003,5.69,5.63,3.39 +15461,1.33,Ideal,J,VS1,62.4,55.0,6190,7.02,7.05,4.39 +45462,0.52,Ideal,G,SI1,61.4,56.0,1675,5.18,5.21,3.19 +42267,0.44,Ideal,D,VS1,62.3,55.0,1294,4.88,4.84,3.03 +17770,1.17,Ideal,G,VS1,59.4,57.0,7155,6.93,6.87,4.1 +42939,0.32,Good,I,VS1,63.1,56.0,505,4.38,4.4,2.77 +10605,1.17,Very Good,H,SI2,62.7,56.0,4826,6.68,6.74,4.21 +15100,1.06,Ideal,I,VVS2,62.2,55.0,6069,6.51,6.55,4.06 +45237,0.52,Very Good,H,VS1,62.2,55.0,1659,5.15,5.18,3.21 +39535,0.4,Ideal,F,VS2,60.6,55.0,1080,4.82,4.78,2.91 +30767,0.33,Premium,F,VS2,60.0,60.0,740,4.49,4.45,2.68 +53016,0.52,Ideal,F,IF,60.6,57.0,2598,5.22,5.21,3.16 +12296,1.1,Very Good,F,VS2,63.5,55.0,5218,6.58,6.52,4.16 +30818,0.33,Very Good,E,SI1,63.3,56.0,743,4.43,4.41,2.8 +4219,0.9,Very Good,F,SI2,62.7,59.0,3569,6.1,6.18,3.85 +32506,0.37,Ideal,G,VS1,60.9,57.0,798,4.65,4.68,2.84 +3302,0.9,Very Good,F,SI2,62.6,56.0,3368,6.13,6.17,3.85 +39897,0.42,Premium,F,VS1,61.9,55.0,1103,4.82,4.78,2.97 +32373,0.34,Ideal,E,VS1,61.2,55.0,790,4.51,4.54,2.77 +23062,1.61,Ideal,E,SI2,63.0,60.0,11090,7.45,7.42,4.68 +27571,2.09,Very Good,H,SI1,61.1,56.0,18392,8.23,8.3,5.05 +37720,0.34,Ideal,G,VVS2,61.1,57.0,995,4.52,4.48,2.75 +41158,0.52,Good,E,SI2,60.5,62.0,1199,5.15,5.2,3.13 +50090,0.5,Ideal,E,VVS2,61.7,55.7,2206,5.09,5.12,3.13 +20098,1.51,Very Good,G,SI2,63.2,55.0,8574,7.32,7.27,4.61 +18155,1.09,Ideal,G,VS2,61.2,56.0,7357,6.62,6.64,4.06 +1406,0.32,Ideal,G,VS2,61.6,54.0,560,4.4,4.43,2.72 +165,0.79,Ideal,F,SI2,61.9,55.0,2771,5.97,5.92,3.68 +38769,0.31,Ideal,F,IF,61.8,54.0,1046,4.37,4.33,2.69 +28754,0.31,Ideal,E,VS2,61.4,54.0,680,4.38,4.41,2.7 +3344,0.5,Very Good,D,IF,62.9,59.0,3378,4.99,5.09,3.17 +26158,2.1,Very Good,I,SI1,59.9,61.0,15474,8.26,8.34,4.97 +21030,1.03,Ideal,G,VVS2,61.6,56.0,9236,6.48,6.5,4.0 +2155,0.73,Premium,E,VS2,61.9,57.0,3127,5.79,5.75,3.57 +2355,1.01,Premium,G,SI2,60.1,58.0,3173,6.54,6.39,3.89 +42914,0.41,Ideal,E,VVS2,60.5,57.0,1363,4.83,4.86,2.93 +3049,0.27,Very Good,G,VVS1,62.9,55.0,566,4.13,4.15,2.6 +50115,0.7,Good,G,SI1,62.7,59.0,2209,5.57,5.63,3.51 +1113,0.77,Very Good,G,SI1,63.6,57.0,2915,5.79,5.88,3.71 +10846,1.16,Premium,H,SI2,60.2,59.0,4872,6.84,6.78,4.1 +13719,0.37,Ideal,I,VS1,60.8,56.0,603,4.67,4.71,2.85 +5589,0.92,Premium,F,SI2,59.3,61.0,3864,6.36,6.29,3.75 +27853,0.31,Ideal,G,VS2,61.5,56.0,652,4.34,4.36,2.68 +49156,0.5,Ideal,G,VVS1,62.7,57.0,2070,5.1,5.07,3.19 +53614,0.3,Very Good,D,SI1,62.2,61.0,552,4.24,4.28,2.65 +7709,0.9,Good,E,VS2,64.0,58.0,4278,6.02,6.07,3.87 +22125,1.53,Ideal,H,SI1,62.3,57.0,10153,7.41,7.36,4.6 +9468,1.04,Premium,I,SI1,60.7,59.0,4601,6.6,6.57,4.0 +26847,2.13,Premium,G,SI2,60.7,60.0,16778,8.27,8.37,5.05 +18268,1.53,Very Good,J,VS2,62.9,59.0,7418,7.31,7.34,4.61 +21598,1.23,Ideal,G,VVS2,61.0,55.0,9698,6.95,6.93,4.23 +19838,1.02,Ideal,G,VVS2,62.1,57.0,8401,6.43,6.45,4.0 +15421,1.01,Fair,D,VS2,65.6,61.0,6176,6.21,6.16,4.06 +40446,0.7,Fair,H,I1,62.1,66.0,1138,5.56,5.52,3.44 +15848,1.01,Ideal,G,VS2,62.4,57.0,6340,6.39,6.36,3.98 +20121,1.58,Premium,I,VS2,59.4,61.0,8583,7.66,7.63,4.54 +40349,0.43,Ideal,G,VVS2,61.9,55.0,1129,4.86,4.84,3.0 +14328,1.03,Ideal,D,SI1,61.2,55.0,5804,6.51,6.57,4.0 +35227,0.33,Ideal,F,VVS1,61.7,54.0,893,4.46,4.49,2.76 +46588,0.55,Very Good,E,VS2,61.5,56.0,1786,5.25,5.28,3.24 +52528,0.72,Very Good,I,VVS2,62.5,56.0,2530,5.7,5.72,3.57 +21903,1.01,Very Good,F,IF,63.5,59.0,9972,6.29,6.41,4.03 +18440,1.41,Good,D,SI2,63.9,60.0,7501,7.08,7.0,4.5 +16022,0.3,Premium,I,VS1,59.8,60.0,608,4.36,4.34,2.6 +17445,1.04,Premium,G,VS1,62.0,56.0,6996,6.53,6.46,4.03 +29012,0.34,Ideal,H,VVS2,61.8,54.0,686,4.47,4.49,2.77 +34308,0.29,Ideal,E,VVS2,62.0,55.0,858,4.27,4.25,2.64 +48529,0.59,Very Good,D,VS2,59.2,56.0,1986,5.47,5.54,3.26 +24367,0.31,Very Good,E,VS1,61.9,56.0,636,4.32,4.37,2.69 +30117,0.32,Ideal,G,VS2,61.5,57.0,720,4.41,4.4,2.71 +5867,1.01,Premium,G,SI2,63.0,59.0,3923,6.38,6.32,4.0 +34499,0.32,Ideal,F,VVS1,62.0,56.0,867,4.37,4.41,2.72 +30785,0.36,Very Good,E,VVS2,60.2,59.0,742,4.6,4.64,2.78 +21676,1.21,Premium,G,VVS2,61.3,56.0,9779,6.88,6.85,4.21 +16223,1.05,Ideal,G,VS2,60.8,57.0,6486,6.58,6.65,4.02 +14077,1.2,Ideal,H,SI2,61.6,57.0,5712,6.84,6.79,4.2 +23898,1.57,Ideal,H,VS2,61.8,55.0,12004,7.45,7.49,4.62 +2756,0.72,Premium,F,VVS2,61.1,58.0,3250,5.78,5.84,3.55 +31395,0.38,Very Good,G,VS1,62.0,57.0,764,4.65,4.68,2.89 +8355,1.02,Premium,F,SI2,63.0,58.0,4398,6.43,6.37,4.03 +5969,1.14,Premium,D,I1,61.8,59.0,3950,6.62,6.74,4.13 +1383,0.31,Ideal,G,SI2,61.4,55.0,558,4.39,4.37,2.69 +39043,0.39,Good,D,VVS2,58.1,60.0,1056,4.82,4.85,2.81 +51157,0.71,Very Good,F,SI1,64.0,58.0,2345,5.59,5.66,3.6 +39692,0.4,Premium,F,VVS2,60.8,59.0,1088,4.71,4.73,2.87 +43681,0.56,Very Good,F,SI1,62.9,56.0,1436,5.25,5.27,3.31 +28,0.3,Very Good,J,VS2,62.2,57.0,357,4.28,4.3,2.67 +21186,1.5,Good,H,SI1,60.8,60.0,9336,7.28,7.38,4.46 +9316,1.11,Ideal,H,SI2,62.0,54.0,4578,6.61,6.64,4.11 +22151,1.24,Very Good,E,VS1,62.0,58.0,10185,6.9,6.96,4.3 +12178,1.2,Very Good,G,SI2,62.1,56.0,5183,6.79,6.87,4.24 +50151,0.71,Good,D,SI2,64.3,56.0,2215,5.64,5.59,3.61 +866,1.02,Ideal,I,I1,61.7,56.0,2872,6.44,6.49,3.99 +13994,1.05,Ideal,I,VS2,60.3,57.0,5697,6.57,6.63,3.98 +19261,1.51,Premium,I,SI1,61.8,60.0,7989,7.23,7.3,4.49 +48316,0.25,Ideal,E,VS2,62.1,57.0,535,4.02,4.06,2.5 +52596,0.75,Good,D,SI2,59.9,61.0,2541,5.9,5.96,3.55 +48190,0.72,Good,H,SI2,65.8,59.0,1945,5.51,5.58,3.65 +7854,0.9,Very Good,D,SI1,61.0,63.0,4304,6.13,6.1,3.73 +44703,0.57,Good,G,VS2,64.1,55.0,1613,5.28,5.27,3.38 +39977,0.34,Ideal,E,VVS1,61.8,55.0,1107,4.49,4.5,2.78 +30415,0.32,Ideal,G,VVS2,61.8,55.0,730,4.41,4.43,2.73 +52437,0.7,Premium,H,VVS2,62.1,58.0,2513,5.66,5.71,3.53 +17248,1.34,Ideal,H,SI2,61.6,56.0,6904,7.1,7.05,4.36 +13722,0.41,Ideal,F,SI2,62.6,57.0,603,4.68,4.77,2.96 +30413,0.32,Premium,G,VVS2,60.2,60.0,730,4.42,4.45,2.67 +868,0.7,Ideal,D,SI1,61.8,56.0,2872,5.63,5.73,3.51 +11020,1.0,Good,E,SI1,59.3,61.0,4916,6.42,6.53,3.84 +20850,1.5,Premium,E,SI2,63.0,59.0,9072,7.24,7.18,4.54 +18590,1.22,Ideal,H,VS2,62.8,56.0,7584,6.81,6.75,4.26 +11113,1.14,Very Good,G,SI2,59.5,59.0,4935,6.79,6.85,4.06 +4801,0.9,Fair,H,VS2,64.7,58.0,3697,5.98,6.01,3.88 +5598,1.01,Premium,H,SI1,62.8,58.0,3869,6.43,6.34,4.01 +48084,0.71,Very Good,J,SI1,59.2,58.0,1932,5.86,5.9,3.48 +13856,1.0,Premium,G,VS2,62.0,62.0,5645,6.41,6.36,3.96 +21725,1.88,Very Good,D,SI2,63.2,60.0,9791,7.84,7.79,4.94 +41711,0.46,Very Good,E,VS2,62.2,58.0,1243,4.95,4.99,3.09 +37905,0.41,Ideal,G,VVS2,61.0,57.0,1007,4.78,4.8,2.92 +45789,0.59,Very Good,I,VVS1,62.8,58.0,1709,5.3,5.34,3.34 +15038,0.3,Good,G,VS1,63.6,57.0,605,4.23,4.26,2.7 +26673,0.26,Very Good,G,VVS2,62.2,56.0,426,4.08,4.1,2.54 +44827,0.53,Good,F,VS1,61.8,62.8,1624,5.13,5.16,3.18 +36574,0.5,Fair,E,SI2,64.7,57.0,945,4.98,4.88,3.19 +7702,1.01,Ideal,F,SI1,62.3,55.0,4276,6.38,6.31,3.95 +38541,0.34,Ideal,D,VS2,62.0,55.0,1033,4.49,4.45,2.77 +42065,0.39,Very Good,G,IF,63.5,56.0,1271,4.67,4.65,2.96 +17329,1.01,Ideal,G,VS1,62.7,56.0,6951,6.4,6.35,4.0 +9964,1.15,Premium,E,SI2,61.8,56.0,4701,6.75,6.7,4.15 +13070,1.23,Premium,J,VS1,62.7,58.0,5412,6.79,6.82,4.27 +5481,0.81,Very Good,E,VS2,62.8,57.0,3839,5.9,5.95,3.72 +25545,1.5,Premium,F,VS2,61.3,61.0,14372,7.36,7.33,4.5 +8416,1.02,Very Good,E,SI2,60.7,62.0,4404,6.44,6.47,3.92 +4457,1.01,Good,I,VS2,63.6,57.0,3620,6.3,6.21,3.98 +11945,1.01,Good,E,SI1,63.6,60.0,5132,6.32,6.38,4.04 +14465,1.12,Ideal,H,SI1,61.8,56.0,5838,6.67,6.69,4.13 +53755,0.72,Ideal,F,VS2,62.6,57.0,2724,5.72,5.68,3.57 +16704,0.32,Ideal,J,VS1,61.3,57.0,421,4.41,4.43,2.71 +46328,0.5,Very Good,D,VS2,60.8,56.0,1758,5.14,5.16,3.13 +8713,0.23,Ideal,E,VS1,61.5,54.0,586,3.96,3.97,2.44 +27468,2.08,Ideal,G,SI2,61.8,56.0,18124,8.22,8.18,5.07 +40920,0.42,Ideal,G,VVS1,61.7,55.0,1179,4.78,4.84,2.97 +16760,1.21,Very Good,H,VS2,62.9,58.0,6673,6.74,6.78,4.25 +19866,1.57,Very Good,G,SI2,61.1,61.0,8419,7.43,7.46,4.55 +50930,0.71,Ideal,I,SI1,62.3,53.0,2319,5.69,5.82,3.56 +40802,0.43,Ideal,F,VVS2,61.8,57.0,1169,4.83,4.85,2.99 +18086,1.2,Very Good,E,SI1,62.7,57.0,7310,6.7,6.79,4.23 +33026,0.3,Ideal,D,VVS2,61.7,55.0,814,4.33,4.36,2.68 +48601,0.6,Ideal,D,SI1,62.2,56.0,1996,5.44,5.4,3.37 +40724,0.41,Very Good,F,VVS1,62.3,54.0,1161,4.75,4.79,2.97 +3891,0.73,Ideal,G,VVS1,61.6,56.0,3487,5.77,5.82,3.57 +18551,1.21,Ideal,H,VS2,62.6,55.0,7562,6.84,6.78,4.26 +27952,0.3,Very Good,G,SI1,62.1,58.0,432,4.26,4.28,2.65 +44627,0.57,Premium,G,VS2,59.7,59.0,1608,5.37,5.41,3.22 +52445,0.53,Premium,E,VVS1,60.8,59.0,2514,5.23,5.17,3.16 +6830,1.11,Premium,I,SI2,61.8,58.0,4120,6.61,6.66,4.1 +39241,0.5,Very Good,H,SI1,62.9,58.0,1068,5.01,5.04,3.16 +38995,0.5,Ideal,J,VS2,61.9,54.0,1054,5.1,5.14,3.17 +46773,0.52,Ideal,G,VS1,61.2,56.0,1803,5.19,5.23,3.19 +2036,0.79,Ideal,E,SI1,62.1,54.0,3107,5.92,5.96,3.69 +3940,0.9,Fair,H,VS1,65.9,60.0,3500,5.99,5.96,3.94 +24240,1.9,Ideal,H,VS2,61.7,55.0,12443,7.9,7.81,4.85 +22539,1.0,Ideal,F,VVS2,61.3,53.0,10577,6.44,6.48,3.96 +47850,0.53,Very Good,E,VS1,62.6,59.0,1909,5.19,5.25,3.27 +2112,0.83,Very Good,F,SI1,63.1,58.0,3118,5.98,5.94,3.76 +1528,1.02,Fair,H,I1,61.5,60.0,2999,6.4,6.34,3.92 +9296,0.91,Premium,G,VS1,62.5,61.0,4570,6.17,6.05,3.82 +41343,0.42,Ideal,H,IF,61.7,55.0,1216,4.82,4.84,2.98 +45099,0.53,Very Good,G,VS1,61.2,57.0,1648,5.22,5.26,3.2 +33985,0.42,Premium,G,VS2,60.6,59.0,847,4.78,4.85,2.92 +2331,0.92,Very Good,J,SI1,62.6,58.0,3170,6.18,6.22,3.88 +29024,0.31,Ideal,G,VVS2,60.8,56.0,687,4.41,4.44,2.69 +3070,0.8,Premium,D,SI1,62.7,59.0,3312,5.89,5.85,3.68 +45742,0.5,Ideal,E,SI1,61.5,57.0,1700,5.08,5.1,3.13 +31886,0.3,Premium,G,VS1,61.4,58.0,776,4.35,4.32,2.66 +48627,0.7,Fair,E,SI1,57.2,66.0,2000,5.76,5.74,3.29 +24112,2.02,Very Good,J,SI1,63.0,56.0,12267,7.95,8.01,5.03 +21039,0.31,Very Good,F,VS2,61.5,56.0,625,4.34,4.41,2.69 +14990,1.51,Premium,H,I1,61.9,58.0,6038,7.39,7.34,4.56 +45407,0.51,Good,D,VS2,63.1,58.0,1668,5.08,5.13,3.22 +7211,1.01,Good,H,SI1,64.0,58.0,4191,6.37,6.31,4.06 +40152,0.35,Premium,E,VVS1,60.7,59.0,1116,4.58,4.55,2.77 +20426,1.22,Premium,G,VS1,61.3,58.0,8779,6.91,6.89,4.23 +39105,0.41,Ideal,H,VS1,61.8,56.0,1061,4.81,4.77,2.96 +37036,0.4,Very Good,D,VS1,64.2,57.0,967,4.67,4.7,3.01 +45150,0.5,Premium,F,VS2,61.7,59.0,1654,5.09,5.05,3.13 +16545,1.0,Premium,F,VS2,62.7,58.0,6608,6.4,6.33,3.99 +47927,0.56,Premium,G,VS1,61.2,60.0,1915,5.3,5.26,3.23 +8224,1.0,Very Good,F,SI2,61.6,61.0,4372,6.33,6.36,3.91 +20674,1.03,Ideal,G,VVS1,59.9,61.0,8955,6.56,6.63,3.95 +1357,0.75,Ideal,E,SI1,61.7,56.0,2964,5.84,5.86,3.61 +38991,0.51,Premium,G,SI1,62.0,59.0,1053,5.12,5.1,3.17 +7368,0.93,Ideal,H,VS2,61.5,57.0,4218,6.3,6.26,3.86 +14441,1.16,Good,J,VVS2,61.6,57.0,5831,6.79,6.85,4.2 +10650,1.01,Premium,H,SI1,60.0,62.0,4836,6.51,6.45,3.89 +13065,1.16,Ideal,H,SI1,64.2,59.0,5411,6.66,6.61,4.26 +42188,0.5,Good,G,SI1,62.5,64.0,1286,4.99,4.93,3.1 +17545,1.01,Good,F,VVS2,63.6,60.0,7059,6.36,6.31,4.03 +49363,1.0,Good,F,I1,63.9,59.0,2098,6.27,6.2,3.99 +38875,0.4,Premium,F,VS1,62.5,59.0,1050,4.69,4.66,2.92 +36989,0.41,Premium,E,VS1,60.7,59.0,964,4.77,4.79,2.9 +20604,1.5,Good,E,SI2,63.0,59.0,8910,7.18,7.24,4.54 +11185,1.07,Ideal,H,SI1,61.1,56.0,4955,6.63,6.6,4.04 +7199,1.02,Ideal,I,SI2,62.8,58.0,4189,6.37,6.41,4.01 +43918,0.31,Ideal,I,VS1,61.4,55.2,513,4.32,4.35,2.66 +5476,1.02,Fair,E,SI2,65.3,59.0,3838,6.28,6.22,4.08 +18535,1.51,Premium,J,VS2,60.2,59.0,7553,7.36,7.35,4.43 +30219,0.33,Ideal,E,VS2,61.8,55.0,723,4.45,4.48,2.76 +11394,0.34,Premium,G,VS2,61.2,59.0,596,4.43,4.49,2.73 +13476,1.22,Premium,G,SI2,60.2,58.0,5534,6.92,6.9,4.16 +53839,0.8,Good,D,SI1,63.7,57.0,2738,5.88,5.8,3.72 +40935,0.24,Good,E,VVS1,63.8,56.0,499,3.95,3.98,2.53 +4472,0.82,Ideal,E,SI1,61.8,58.0,3622,5.99,6.05,3.72 +50982,0.31,Good,E,SI1,63.1,54.0,544,4.31,4.34,2.73 +16106,1.01,Ideal,G,VS2,61.9,56.0,6439,6.42,6.46,3.99 +6765,1.01,Fair,E,SI1,65.6,59.0,4106,6.22,6.18,4.07 +53084,0.72,Very Good,D,SI2,62.3,59.0,2612,5.67,5.73,3.55 +24122,2.12,Ideal,I,SI1,62.2,57.0,12284,8.21,8.14,5.08 +49385,0.75,Fair,F,SI2,65.1,57.0,2102,5.7,5.66,3.7 +7759,1.03,Very Good,F,SI1,62.5,59.0,4282,6.41,6.45,4.02 +49358,0.51,Ideal,F,VVS2,61.8,56.0,2098,5.13,5.16,3.18 +1872,0.82,Ideal,I,VS1,61.6,56.0,3071,6.05,6.01,3.72 +15225,1.04,Ideal,D,SI1,61.9,57.0,6112,6.51,6.54,4.04 +36699,0.34,Ideal,G,IF,61.5,56.0,952,4.52,4.54,2.79 +35912,0.38,Ideal,D,VS1,61.3,56.0,919,4.68,4.72,2.88 +45350,0.59,Ideal,G,VS2,62.6,54.0,1664,5.32,5.38,3.35 +13575,1.01,Very Good,E,SI1,60.0,60.0,5556,6.45,6.49,3.88 +22111,1.21,Premium,E,VS1,60.3,58.0,10137,6.95,6.91,4.18 +22030,0.32,Good,G,VS1,57.0,62.0,628,4.51,4.54,2.58 +21201,1.94,Very Good,I,SI2,63.1,59.0,9344,8.01,7.89,5.02 +25635,1.51,Ideal,G,VS1,60.6,57.0,14507,7.48,7.38,4.5 +8353,1.02,Ideal,G,SI2,61.4,54.0,4398,6.55,6.52,4.01 +40027,0.53,Very Good,F,SI2,63.2,55.0,1110,5.17,5.18,3.27 +51617,0.58,Ideal,F,VVS2,61.8,56.0,2395,5.36,5.39,3.32 +50988,0.31,Ideal,G,VS2,62.7,57.0,544,4.31,4.34,2.71 +560,0.72,Premium,E,SI1,62.1,58.0,2831,5.73,5.76,3.57 +4412,0.72,Very Good,H,VVS1,59.9,57.0,3610,5.83,5.86,3.5 +48311,0.25,Ideal,F,VS2,61.6,55.0,535,4.06,4.08,2.51 +27234,2.0,Good,H,SI1,63.3,59.0,17600,7.96,8.03,5.06 +19386,1.55,Ideal,I,SI2,60.7,60.0,8056,7.49,7.46,4.54 +17741,1.2,Very Good,I,IF,59.1,61.0,7141,6.91,6.99,4.11 +31085,0.33,Ideal,H,VVS1,61.7,56.0,752,4.46,4.48,2.76 +51716,0.7,Very Good,F,SI1,61.3,59.0,2401,5.68,5.74,3.5 +1606,0.77,Ideal,D,SI2,62.3,55.0,3011,5.9,5.85,3.66 +22868,1.53,Premium,D,SI1,61.6,58.0,10907,7.42,7.35,4.55 +37853,0.33,Premium,D,VVS2,62.6,56.0,1002,4.47,4.44,2.79 +28657,0.35,Ideal,G,VVS2,61.9,57.0,676,4.49,4.52,2.79 +5958,0.9,Very Good,F,SI1,62.6,60.0,3950,6.1,6.14,3.83 +13577,1.21,Premium,I,SI1,62.3,59.0,5556,6.81,6.77,4.23 +10768,1.11,Ideal,J,VS1,61.7,57.0,4854,6.67,6.72,4.13 +5590,1.5,Good,F,I1,63.7,59.0,3864,7.29,7.18,4.62 +36811,0.3,Ideal,G,IF,62.6,57.0,956,4.32,4.28,2.69 +50280,0.97,Ideal,I,I1,61.6,53.0,2239,6.4,6.43,3.95 +11238,1.01,Premium,H,SI1,60.0,58.0,4965,6.6,6.54,3.94 +47140,0.51,Premium,E,VS1,61.9,58.0,1831,5.1,5.15,3.17 +36973,0.41,Ideal,H,VS1,61.8,56.0,962,4.78,4.73,2.94 +3816,0.55,Ideal,D,VVS2,60.8,56.0,3468,5.31,5.34,3.24 +26529,2.28,Ideal,I,SI2,62.9,57.0,16187,8.41,8.34,5.27 +28092,0.38,Ideal,E,SI2,62.2,56.0,663,4.64,4.66,2.89 +51081,0.72,Premium,I,VS2,60.9,60.0,2333,5.8,5.76,3.52 +24662,1.25,Ideal,E,VVS2,60.9,60.0,13006,6.93,6.97,4.23 +46073,0.63,Premium,F,SI1,59.1,57.0,1736,5.64,5.6,3.32 +3758,1.02,Ideal,E,SI2,62.3,56.0,3455,6.42,6.37,3.98 +26705,0.32,Ideal,F,VS2,62.5,56.0,645,4.36,4.38,2.73 +17566,1.2,Ideal,H,VS2,62.8,57.0,7072,6.75,6.79,4.25 +17961,2.0,Fair,F,I1,64.9,57.0,7258,7.99,7.82,5.14 +21897,1.01,Very Good,F,IF,59.6,62.0,9965,6.47,6.56,3.88 +3167,0.75,Ideal,F,SI1,61.5,55.0,3336,5.88,5.9,3.62 +23961,2.54,Very Good,I,SI2,63.4,56.0,12095,8.68,8.64,5.49 +6587,1.01,Ideal,H,SI2,60.7,59.0,4078,6.47,6.45,3.92 +33680,0.3,Ideal,E,VVS2,61.1,57.0,837,4.34,4.36,2.65 +2778,0.83,Ideal,F,SI1,62.1,55.0,3254,6.0,6.05,3.74 +33684,0.31,Premium,E,VVS2,60.5,57.0,837,4.41,4.39,2.66 +39403,0.41,Ideal,G,VVS2,61.3,56.0,1076,4.77,4.76,2.92 +40976,0.59,Good,I,SI2,63.9,57.0,1180,5.3,5.25,3.37 +49998,0.58,Premium,E,VS2,59.6,59.0,2192,5.43,5.38,3.22 +33907,0.3,Premium,E,VS2,62.4,59.0,844,4.3,4.26,2.67 +21360,1.28,Premium,G,VS1,60.9,58.0,9505,7.09,7.01,4.29 +49837,0.52,Ideal,F,VVS2,61.6,57.0,2168,5.16,5.2,3.19 +2195,0.9,Very Good,E,SI2,60.7,61.0,3139,6.16,6.22,3.76 +16945,1.28,Very Good,H,SI2,60.4,61.0,6766,7.08,7.03,4.26 +35974,0.32,Very Good,F,IF,61.7,55.0,921,4.4,4.41,2.72 +30193,0.42,Very Good,E,SI1,59.8,61.0,722,4.85,4.89,2.91 +30879,0.33,Premium,E,SI1,60.9,58.0,743,4.5,4.46,2.73 +43199,0.5,Good,D,SI1,63.2,59.0,1395,5.02,5.04,3.18 +21153,1.18,Premium,G,VVS2,62.8,57.0,9304,6.77,6.71,4.23 +44129,0.51,Very Good,G,VS1,63.3,56.0,1560,5.05,5.08,3.21 +36613,0.32,Premium,G,SI1,62.6,58.0,477,4.31,4.35,2.71 +2000,0.72,Ideal,D,VS2,61.8,57.0,3099,5.76,5.73,3.55 +48972,0.34,Ideal,I,VS1,62.4,55.0,537,4.47,4.51,2.8 +10048,0.31,Premium,I,SI1,60.1,59.0,418,4.38,4.41,2.64 +1227,0.7,Ideal,F,VS1,61.2,54.0,2940,5.92,5.64,3.54 +39224,0.32,Ideal,D,VVS1,61.5,57.0,1067,4.43,4.45,2.73 +46583,0.55,Premium,E,VS2,60.5,58.0,1786,5.26,5.32,3.2 +44412,0.46,Ideal,E,VVS1,62.6,57.0,1586,4.89,4.98,3.09 +21293,1.21,Premium,F,VS1,60.1,58.0,9448,6.98,6.89,4.17 +50294,0.31,Very Good,G,VS1,60.4,59.0,542,4.37,4.41,2.65 +1119,0.7,Ideal,E,VS2,62.5,58.0,2917,5.63,5.67,3.53 +38175,0.32,Very Good,D,VVS1,61.6,54.0,1015,4.4,4.43,2.72 +15561,1.01,Very Good,G,VS1,60.5,60.0,6239,6.44,6.52,3.92 +23097,1.34,Premium,G,VVS2,61.3,58.0,11118,7.16,7.1,4.37 +18504,1.53,Premium,I,SI2,62.1,59.0,7539,7.35,7.37,4.57 +45195,0.51,Ideal,E,VS2,61.6,56.3,1656,5.14,5.15,3.16 +40130,0.41,Premium,F,VVS2,60.6,58.0,1115,4.79,4.84,2.92 +11708,0.34,Ideal,G,VS2,61.5,57.0,596,4.47,4.51,2.76 +7524,1.01,Premium,H,SI2,59.9,59.0,4242,6.51,6.48,3.89 +25048,0.3,Very Good,F,SI1,63.5,59.0,641,4.22,4.19,2.67 +5293,0.78,Very Good,D,VS1,63.2,58.0,3800,5.87,5.81,3.69 +13388,0.35,Good,D,SI1,63.3,56.0,601,4.5,4.53,2.86 +26543,1.53,Very Good,G,VS1,61.9,57.0,16219,7.39,7.32,4.55 +8148,1.01,Good,F,SI1,63.6,58.0,4355,6.36,6.28,4.02 +21719,0.32,Ideal,H,VVS2,62.2,54.0,628,4.42,4.46,2.76 +27753,0.32,Very Good,I,VS1,63.1,56.0,648,4.4,4.38,2.77 +44563,0.52,Good,D,SI1,63.9,58.0,1605,5.12,5.08,3.26 +27222,2.01,Very Good,I,VS2,62.4,58.0,17570,8.06,7.99,5.01 +45463,0.55,Ideal,E,SI1,61.7,54.0,1675,5.26,5.27,3.25 +21808,1.74,Ideal,D,SI2,59.7,55.0,9880,7.9,7.84,4.7 +51512,0.7,Premium,H,SI1,61.1,58.0,2383,5.73,5.69,3.49 +3156,0.9,Very Good,I,VS2,58.4,62.0,3334,6.29,6.35,3.69 +32795,0.31,Ideal,D,VS2,60.2,56.0,804,4.46,4.41,2.67 +694,0.71,Premium,F,VS2,62.6,58.0,2853,5.67,5.7,3.56 +38590,0.51,Premium,F,SI2,58.3,61.0,1036,5.18,5.14,3.01 +50461,1.0,Premium,G,I1,59.0,60.0,2264,6.49,6.43,3.82 +46737,0.52,Ideal,H,IF,61.8,55.0,1798,5.17,5.19,3.2 +10099,1.22,Ideal,I,SI2,60.7,57.0,4714,6.92,6.88,4.19 +46221,0.5,Very Good,D,VS2,62.8,56.0,1752,5.04,5.08,3.18 +8410,1.04,Ideal,F,SI1,59.9,56.0,4403,6.64,6.58,3.96 +19108,1.03,Ideal,G,VVS2,61.6,57.0,7876,6.48,6.51,4.0 +51290,0.77,Ideal,E,SI2,61.0,57.0,2360,5.95,5.92,3.62 +38138,0.3,Premium,G,VVS1,62.6,58.0,1013,4.29,4.27,2.68 +9555,1.0,Very Good,I,VS2,63.5,56.0,4620,6.33,6.3,4.01 +10380,1.13,Ideal,F,SI2,62.3,57.0,4778,6.67,6.61,4.14 +51722,0.77,Ideal,F,SI2,61.7,56.0,2401,5.91,5.96,3.66 +4262,0.9,Very Good,I,VS2,61.6,57.0,3581,6.13,6.17,3.79 +15542,1.03,Premium,G,VS2,58.9,59.0,6229,6.65,6.59,3.9 +683,1.2,Very Good,H,I1,63.1,60.0,2850,6.75,6.67,4.23 +3218,0.91,Good,D,SI2,64.1,62.0,3349,6.06,6.01,3.87 +28265,0.23,Good,F,VS2,63.8,57.0,357,3.93,3.84,2.48 +19513,1.07,Ideal,G,VVS2,62.3,54.0,8145,6.54,6.56,4.08 +29484,0.32,Very Good,E,VS2,60.5,55.0,702,4.43,4.49,2.7 +23130,1.5,Fair,F,SI1,64.6,60.0,11154,7.18,7.1,4.61 +19606,1.02,Ideal,E,VS2,61.0,56.0,8225,6.53,6.51,3.98 +33554,0.3,Ideal,G,IF,62.0,54.4,830,4.3,4.32,2.67 +4080,0.31,Good,D,SI1,63.4,58.0,571,4.32,4.35,2.75 +1857,0.77,Ideal,I,VS1,61.4,56.0,3066,5.9,5.93,3.63 +42339,0.52,Very Good,F,SI1,61.9,58.0,1298,5.1,5.15,3.17 +51758,0.65,Good,E,VS2,57.8,61.2,2406,5.72,5.78,3.32 +11381,0.4,Good,G,SI2,63.1,59.0,596,4.65,4.7,2.95 +1905,1.0,Very Good,E,I1,62.3,58.0,3080,6.33,6.38,3.96 +48489,0.5,Fair,D,VVS2,67.6,57.0,1980,4.95,4.84,3.31 +49605,0.7,Good,H,VS2,64.5,57.0,2137,5.53,5.57,3.58 +51646,0.31,Ideal,I,VVS2,61.6,57.0,544,4.35,4.39,2.69 +28041,0.41,Fair,H,SI1,65.4,61.0,659,4.51,4.63,2.99 +44533,0.51,Fair,F,VS2,56.3,61.0,1602,5.34,5.29,2.99 +32317,0.3,Premium,G,VVS1,62.6,58.0,789,4.27,4.29,2.68 +49352,0.54,Ideal,H,IF,60.9,57.0,2096,5.26,5.31,3.22 +12248,1.01,Premium,H,SI1,61.8,59.0,5204,6.38,6.33,3.93 +36636,0.41,Very Good,D,SI1,63.2,57.0,947,4.77,4.73,3.0 +8728,0.27,Ideal,D,VVS1,61.7,57.0,586,4.16,4.2,2.58 +48588,0.54,Premium,D,VS2,61.5,58.0,1993,5.26,5.21,3.22 +48988,0.36,Ideal,H,SI1,61.6,56.0,538,4.6,4.62,2.84 +42946,0.3,Very Good,F,SI2,63.5,57.0,506,4.25,4.22,2.69 +48326,0.33,Good,F,SI1,61.8,62.0,536,4.4,4.45,2.74 +35078,0.3,Very Good,F,IF,62.6,55.0,886,4.3,4.32,2.7 +12908,1.01,Ideal,E,SI1,62.9,56.0,5375,6.41,6.38,4.02 +40082,0.33,Ideal,E,VVS2,61.7,57.0,1114,4.44,4.41,2.73 +37136,0.42,Ideal,G,SI2,60.9,56.0,971,4.87,4.89,2.97 +31527,0.34,Ideal,E,SI1,63.0,55.0,765,4.47,4.42,2.8 +10139,1.05,Ideal,I,SI2,61.8,59.0,4723,6.53,6.49,4.02 +33414,0.32,Premium,H,VVS2,61.0,58.0,828,4.44,4.41,2.7 +35560,0.35,Premium,G,VS1,62.3,59.0,906,4.53,4.49,2.81 +28249,0.33,Ideal,G,VS1,62.1,55.0,666,4.43,4.46,2.76 +8213,1.02,Premium,G,SI2,62.9,59.0,4370,6.4,6.38,4.02 +2327,0.91,Very Good,J,SI2,62.4,61.0,3169,6.13,6.2,3.85 +22906,1.51,Very Good,G,SI1,61.5,54.0,10947,7.35,7.42,4.54 +4596,0.7,Ideal,H,VS2,61.9,56.0,3656,5.68,5.73,3.53 +1140,0.65,Ideal,F,VVS2,61.3,56.0,2921,5.58,5.61,3.43 +42099,0.44,Very Good,E,VVS2,60.7,57.0,1274,4.9,4.92,2.98 +19416,1.24,Ideal,H,VVS2,62.0,56.0,8069,6.92,6.86,4.27 +19391,1.58,Very Good,J,SI1,61.6,57.0,8057,7.47,7.54,4.62 +5907,0.9,Good,E,SI1,60.8,65.0,3933,6.14,6.17,3.74 +49436,0.72,Very Good,I,VS2,61.8,60.0,2109,5.72,5.76,3.55 +17406,1.1,Ideal,G,VS2,60.2,56.0,6972,6.7,6.74,4.05 +3361,0.3,Very Good,I,SI1,61.2,58.0,405,4.28,4.31,2.63 +22336,1.55,Ideal,I,VS1,61.5,54.0,10384,7.42,7.58,4.61 +48578,0.54,Premium,D,VS2,61.1,55.0,1993,5.37,5.24,3.24 +19846,1.08,Ideal,F,VS1,61.4,55.0,8405,6.61,6.69,4.08 +37374,0.4,Premium,F,VS1,60.3,60.0,982,4.77,4.81,2.89 +19515,1.5,Premium,H,SI2,60.8,58.0,8148,7.39,7.34,4.48 +50003,0.74,Premium,I,VS1,62.9,57.0,2193,5.79,5.76,3.63 +9087,0.9,Very Good,D,SI1,64.2,55.0,4523,6.09,6.16,3.93 +36543,0.4,Premium,F,SI1,62.7,57.0,945,4.7,4.68,2.94 +28762,0.31,Ideal,E,VS2,62.4,54.0,680,4.31,4.35,2.7 +32573,0.4,Premium,E,VS1,61.5,58.0,800,4.73,4.76,2.92 +44482,0.5,Good,H,VVS1,63.3,57.0,1596,5.02,5.06,3.19 +15375,0.36,Very Good,G,SI1,61.8,57.8,606,4.52,4.58,2.81 +2571,0.73,Ideal,F,VS1,62.6,56.0,3211,5.73,5.71,3.58 +1035,0.86,Very Good,I,VS1,61.2,58.0,2905,6.1,6.16,3.75 +35773,0.4,Ideal,E,VS2,62.4,55.0,912,4.71,4.74,2.95 +570,0.56,Very Good,E,IF,61.0,59.0,2833,5.28,5.34,3.24 +7272,1.04,Very Good,G,SI2,60.9,58.0,4200,6.52,6.58,3.99 +8461,1.02,Very Good,E,SI2,58.7,63.0,4414,6.61,6.55,3.86 +39824,0.57,Premium,I,SI2,62.1,57.0,1097,5.33,5.29,3.3 +15299,1.29,Premium,I,SI1,62.1,58.0,6140,7.07,6.91,4.34 +44796,0.5,Ideal,E,VS2,61.8,55.0,1624,5.06,5.11,3.14 +23945,1.73,Premium,H,SI1,62.4,58.0,12079,7.64,7.61,4.76 +13848,1.0,Good,G,VS2,63.7,59.0,5645,6.38,6.33,4.05 +33045,0.32,Ideal,G,VVS1,61.8,54.0,814,4.4,4.43,2.73 +16361,0.32,Ideal,E,VS2,61.4,57.0,608,4.4,4.46,2.72 +15720,0.3,Ideal,I,VS1,61.6,56.0,608,4.36,4.31,2.67 +47974,0.3,Ideal,I,VVS2,62.5,53.6,532,4.29,4.33,2.69 +44101,0.7,Good,I,SI2,63.2,60.0,1556,5.55,5.62,3.53 +11788,1.04,Premium,G,SI1,61.4,57.0,5086,6.56,6.5,4.01 +24187,1.55,Ideal,F,SI1,62.1,54.0,12373,7.42,7.45,4.61 +39449,0.5,Good,E,SI2,63.3,56.0,1077,5.05,5.09,3.21 +13927,1.02,Premium,H,VS2,61.0,58.0,5666,6.56,6.49,3.98 +23056,1.51,Very Good,I,VVS1,63.0,59.0,11088,7.24,7.3,4.58 +35475,0.39,Ideal,G,VVS2,60.7,55.0,902,4.75,4.78,2.89 +11106,1.13,Ideal,H,SI2,62.1,55.0,4932,6.65,6.68,4.14 +35198,0.31,Ideal,G,IF,62.1,54.0,891,4.37,4.39,2.72 +31331,0.31,Ideal,G,VVS1,62.4,54.0,759,4.31,4.34,2.7 +45483,0.5,Ideal,D,VS2,61.7,53.0,1678,5.14,5.16,3.18 +23361,0.26,Very Good,G,VS2,61.7,57.0,423,4.11,4.15,2.55 +14801,1.2,Very Good,I,SI1,62.9,54.0,5955,6.75,6.77,4.25 +39631,0.34,Ideal,E,VVS1,62.2,56.0,1084,4.49,4.45,2.78 +51831,0.7,Good,H,VS1,59.4,62.0,2421,5.71,5.74,3.4 +27680,3.51,Premium,J,VS2,62.5,59.0,18701,9.66,9.63,6.03 +19146,1.52,Premium,H,SI2,62.0,58.0,7906,7.37,7.34,4.56 +1126,0.72,Very Good,G,VS1,60.5,57.0,2919,5.8,5.83,3.52 +15912,1.53,Good,H,I1,62.3,55.6,6361,7.34,7.38,4.59 +8834,1.02,Premium,E,SI2,59.9,58.0,4478,6.6,6.55,3.94 +14828,1.01,Ideal,E,SI1,62.2,57.0,5973,6.41,6.35,3.97 +19211,1.01,Good,D,VS1,63.1,59.0,7955,6.34,6.37,4.01 +45370,0.5,Ideal,E,VS1,62.2,54.0,1665,5.1,5.13,3.18 +11725,0.34,Good,H,VS1,63.1,57.0,596,4.4,4.44,2.79 +17122,0.9,Ideal,F,VS2,62.3,56.0,6830,6.17,6.19,3.85 +49530,0.59,Very Good,F,SI1,63.1,57.0,2124,5.39,5.36,3.39 +49909,0.54,Ideal,F,VVS2,62.1,54.0,2180,5.24,5.26,3.26 +22971,1.21,Ideal,D,VS1,60.1,60.0,11019,6.92,6.99,4.18 +26193,2.14,Premium,I,VS2,59.3,59.0,15559,8.43,8.39,5.0 +16001,1.57,Premium,I,SI2,62.2,60.0,6401,7.43,7.36,4.6 +13704,1.29,Very Good,H,SI2,63.8,57.0,5601,6.8,6.87,4.36 +38421,0.3,Very Good,E,IF,60.1,60.0,1026,4.3,4.32,2.59 +2291,0.9,Very Good,H,SI2,59.2,61.0,3160,6.23,6.27,3.7 +36161,0.38,Ideal,G,VVS2,61.5,55.2,929,4.67,4.71,2.89 +47557,0.7,Ideal,J,VS2,61.8,53.0,1874,5.73,5.76,3.55 +49965,0.3,Premium,E,SI2,61.7,61.0,540,4.33,4.29,2.66 +22438,1.54,Premium,H,SI1,62.2,58.0,10466,7.45,7.32,4.59 +44303,0.56,Very Good,D,SI1,63.9,56.0,1578,5.2,5.26,3.34 +27729,2.03,Ideal,G,SI1,60.0,55.8,18757,8.17,8.3,4.95 +26629,2.19,Very Good,I,SI1,60.7,60.0,16397,8.46,8.4,5.12 +1351,0.91,Very Good,E,SI2,58.6,63.0,2963,6.38,6.32,3.72 +42265,0.44,Ideal,G,VVS1,61.8,55.0,1294,4.91,4.86,3.02 +34447,0.31,Ideal,E,VVS2,62.0,54.0,864,4.33,4.35,2.69 +28973,0.25,Good,F,VS1,63.6,57.0,435,4.01,4.04,2.56 +10140,1.04,Premium,D,SI2,61.0,59.0,4724,6.51,6.54,3.98 +51911,0.81,Ideal,H,SI1,62.1,54.0,2435,6.0,6.02,3.73 +42614,0.32,Premium,I,VS1,61.3,58.0,505,4.35,4.39,2.68 +31054,0.34,Ideal,H,VVS1,61.1,56.0,751,4.51,4.56,2.77 +48934,0.57,Ideal,D,VS1,61.1,57.0,2043,5.33,5.37,3.27 +39706,0.5,Very Good,H,SI1,63.5,56.0,1089,5.01,5.04,3.19 +14888,1.01,Very Good,G,VS1,63.1,57.0,5995,6.38,6.33,4.01 +21744,1.59,Ideal,I,SI1,60.2,57.0,9813,7.56,7.72,4.6 +33059,0.3,Ideal,F,VVS1,62.0,58.0,814,4.26,4.29,2.65 +28867,0.37,Very Good,H,SI1,63.2,57.0,684,4.58,4.54,2.88 +29951,0.33,Premium,I,SI1,61.3,59.0,445,4.46,4.51,2.75 +8493,0.9,Ideal,E,VS2,62.1,57.0,4419,6.15,6.18,3.83 +46534,0.51,Ideal,G,VS1,62.5,57.0,1781,5.14,5.07,3.19 +23698,2.06,Very Good,J,SI1,62.0,57.0,11764,8.11,8.17,5.05 +17352,1.11,Premium,D,SI1,62.0,58.0,6962,6.68,6.64,4.13 +20214,1.01,Good,F,VVS2,60.3,62.0,8647,6.47,6.54,3.92 +24209,1.63,Premium,F,SI1,59.7,62.0,12394,7.73,7.65,4.59 +22638,2.0,Ideal,F,I1,60.3,56.0,10685,8.27,8.16,4.94 +48039,0.68,Good,F,SI1,61.2,61.0,1924,5.59,5.63,3.43 +14520,1.01,Premium,G,VS2,61.9,59.0,5864,6.38,6.34,3.94 +24597,2.28,Very Good,H,SI2,63.3,54.0,12907,8.36,8.29,5.27 +37706,0.37,Very Good,F,IF,60.4,57.0,995,4.65,4.68,2.81 +36905,0.4,Fair,G,SI1,59.9,67.0,960,4.81,4.77,2.87 +42883,0.39,Ideal,G,VVS1,60.7,56.0,1359,4.73,4.77,2.88 +21638,1.63,Premium,G,SI2,62.5,57.0,9730,7.57,7.54,4.72 +42257,0.56,Fair,H,VS2,52.7,70.0,1293,5.71,5.57,2.97 +39061,0.7,Fair,H,I1,66.5,57.0,1058,5.51,5.4,3.64 +16497,2.01,Very Good,H,I1,58.1,63.0,6592,8.3,8.19,4.79 +46002,0.64,Very Good,F,SI1,61.2,58.0,1725,5.54,5.6,3.41 +46194,0.62,Ideal,E,SI1,61.5,57.0,1749,5.44,5.49,3.36 +50408,0.7,Very Good,E,SI2,62.0,60.0,2257,5.67,5.72,3.53 +8724,0.31,Premium,H,VS2,58.9,61.0,586,4.46,4.43,2.62 +32027,0.43,Ideal,H,VS2,62.3,54.0,778,4.85,4.88,3.03 +3423,1.02,Ideal,G,I1,61.5,56.0,3382,6.49,6.46,3.98 +8405,1.03,Ideal,I,SI1,63.3,57.0,4401,6.37,6.46,4.06 +25963,2.01,Good,I,VS2,63.8,58.0,15147,7.82,7.89,5.01 +39828,0.39,Premium,E,VS1,59.6,60.0,1097,4.75,4.72,2.82 +13305,1.11,Ideal,H,SI2,61.2,56.0,5496,6.7,6.69,4.1 +40710,0.43,Premium,D,VVS2,59.5,59.0,1159,4.95,4.97,2.95 +44144,0.51,Ideal,F,VS2,61.3,56.0,1562,5.17,5.14,3.16 +1291,0.7,Ideal,E,VS2,61.9,58.0,2952,5.7,5.73,3.54 +30699,0.42,Very Good,G,SI1,62.5,56.0,737,4.8,4.83,3.01 +19051,1.59,Very Good,I,SI2,61.6,57.0,7835,7.51,7.56,4.64 +3529,0.92,Fair,E,SI1,65.6,57.0,3407,6.1,6.07,3.99 +41925,0.4,Ideal,F,VVS1,62.5,57.0,1263,4.72,4.75,2.96 +26879,2.01,Very Good,I,VS1,64.4,56.0,16811,7.84,7.9,5.07 +53047,0.71,Ideal,I,VVS1,61.4,56.0,2606,5.73,5.76,3.53 +9431,1.02,Ideal,E,SI1,61.1,56.0,4591,6.45,6.51,3.96 +23687,2.06,Good,J,SI1,64.1,56.0,11746,7.97,8.09,5.15 +8174,1.02,Ideal,G,SI2,62.6,58.0,4363,6.42,6.4,4.01 +30883,0.33,Premium,E,SI1,62.2,59.0,743,4.43,4.41,2.75 +24795,1.71,Very Good,H,SI1,60.8,56.0,13169,7.77,7.73,4.71 +43125,0.51,Very Good,E,SI1,62.1,60.0,1386,5.08,5.03,3.14 +53032,1.01,Premium,J,I1,60.7,59.0,2602,6.42,6.39,3.89 +20923,1.05,Ideal,F,VVS2,61.5,57.0,9138,6.51,6.57,4.02 +9135,1.1,Very Good,I,SI1,62.0,59.0,4537,6.54,6.59,4.07 +50613,0.26,Very Good,H,VS1,62.0,56.0,399,4.08,4.11,2.54 +35935,0.37,Ideal,F,VVS2,61.6,57.0,920,4.59,4.63,2.84 +47796,0.58,Ideal,G,VS1,60.6,56.0,1899,5.43,5.48,3.3 +20029,0.3,Very Good,H,SI1,61.2,62.0,421,4.28,4.31,2.63 +30964,0.36,Ideal,G,VS1,61.1,55.0,746,4.63,4.66,2.84 +40020,0.59,Very Good,I,SI1,62.8,59.0,1109,5.34,5.36,3.36 +20021,0.3,Good,E,SI2,63.5,55.0,421,4.27,4.3,2.72 +42381,0.71,Premium,J,SI2,61.8,54.0,1305,5.74,5.7,3.53 +36170,0.32,Ideal,F,IF,61.7,55.0,929,4.4,4.42,2.72 +29820,0.3,Premium,D,SI1,62.3,59.0,709,4.25,4.22,2.64 +2619,0.68,Good,G,VVS1,61.9,55.0,3225,5.63,5.68,3.5 +35453,0.32,Ideal,E,VS2,62.7,55.0,900,4.38,4.36,2.74 +44650,0.28,Very Good,G,VVS2,62.5,53.0,522,4.18,4.21,2.62 +19887,1.03,Very Good,D,VS1,60.5,60.0,8437,6.52,6.57,3.96 +13375,0.24,Ideal,F,VS2,61.2,57.0,419,4.04,4.06,2.48 +1801,0.81,Ideal,F,SI2,62.3,54.0,3053,5.94,5.98,3.72 +27951,0.3,Very Good,G,SI1,61.0,58.0,432,4.3,4.32,2.63 +22464,1.1,Ideal,F,VVS2,61.2,56.0,10487,6.66,6.74,4.1 +34045,0.37,Ideal,G,VS2,61.6,55.0,851,4.63,4.65,2.86 +25275,1.9,Premium,G,SI2,63.0,58.0,13919,7.93,7.86,4.97 +27230,1.71,Ideal,G,VS1,62.2,55.0,17595,7.72,7.65,4.78 +33737,0.33,Ideal,D,VS1,61.0,56.0,839,4.45,4.47,2.72 +49094,0.62,Ideal,D,SI1,62.2,55.0,2062,5.51,5.45,3.41 +1797,0.7,Very Good,D,VS2,62.6,58.0,3053,5.67,5.7,3.56 +5478,1.12,Premium,G,SI2,61.0,60.0,3838,6.7,6.64,4.07 +52938,0.7,Very Good,E,SI1,63.5,58.0,2592,5.65,5.62,3.58 +32767,0.34,Ideal,D,SI1,61.2,57.0,803,4.51,4.48,2.75 +9237,1.01,Very Good,H,SI1,63.0,60.0,4559,6.33,6.36,4.0 +758,0.72,Premium,E,SI1,62.1,58.0,2857,5.76,5.73,3.57 +38813,0.31,Ideal,G,VVS1,62.5,57.0,1046,4.36,4.31,2.71 +29858,0.3,Very Good,D,VS2,62.6,61.0,710,4.22,4.25,2.65 +24914,2.03,Ideal,J,SI1,62.6,55.0,13357,8.06,8.1,5.06 +39178,0.35,Ideal,D,VS2,60.9,57.0,1063,4.55,4.51,2.76 +21120,1.25,Premium,G,VS1,60.7,56.0,9282,7.01,6.93,4.23 +39910,0.5,Ideal,E,SI2,62.6,56.0,1104,5.05,5.11,3.18 +43323,0.51,Ideal,E,SI1,61.7,57.0,1402,5.15,5.12,3.17 +37013,0.33,Very Good,G,VVS2,60.0,63.0,965,4.49,4.45,2.68 +24718,0.3,Very Good,E,VS1,63.8,59.0,640,4.21,4.22,2.69 +1238,0.76,Premium,D,SI1,61.6,59.0,2942,5.84,5.82,3.59 +7084,0.85,Ideal,G,VS1,61.6,54.0,4164,6.08,6.12,3.76 +44953,0.5,Ideal,D,VS2,62.4,55.0,1635,5.1,5.13,3.19 +44723,0.54,Ideal,F,VS2,61.0,56.0,1615,5.27,5.32,3.23 +15528,1.01,Good,E,VS2,62.6,58.0,6221,6.33,6.36,3.97 +21036,0.31,Very Good,F,VS2,62.7,57.0,625,4.3,4.34,2.71 +11032,0.9,Very Good,E,VS2,62.1,55.0,4919,6.14,6.23,3.84 +34605,0.27,Very Good,D,VS1,59.9,58.0,470,4.17,4.24,2.52 +35835,0.32,Ideal,F,IF,61.9,55.0,915,4.38,4.44,2.73 +53296,0.3,Ideal,D,SI1,61.4,55.0,552,4.29,4.34,2.65 +17513,1.14,Good,G,VS1,63.4,58.0,7042,6.61,6.67,4.21 +34387,0.41,Premium,F,VS2,60.3,60.0,863,4.81,4.84,2.91 +30499,0.31,Ideal,D,SI1,62.4,56.0,732,4.35,4.33,2.71 +33332,0.41,Very Good,G,VS2,60.9,61.0,827,4.74,4.75,2.89 +38395,0.42,Ideal,E,VS2,61.8,57.0,1024,4.81,4.77,2.96 +22462,1.51,Premium,H,SI2,61.6,60.0,10485,7.34,7.27,4.5 +50838,0.62,Very Good,D,VS1,63.4,55.0,2310,5.46,5.43,3.45 +17227,1.23,Premium,G,SI1,61.2,59.0,6888,6.88,6.81,4.19 +16064,1.01,Premium,F,VS2,62.2,60.0,6416,6.37,6.4,3.97 +41059,0.53,Very Good,I,VS2,60.3,60.1,1190,5.22,5.25,3.16 +19602,1.4,Premium,H,SI1,62.4,57.0,8223,7.19,7.11,4.46 +35328,0.38,Ideal,H,VVS2,62.1,54.0,898,4.62,4.66,2.88 +52551,0.81,Good,H,SI1,63.0,58.0,2534,5.79,5.87,3.67 +23261,1.24,Very Good,F,VVS2,63.6,56.0,11268,6.75,6.8,4.31 +31926,0.3,Very Good,G,VS1,63.4,58.0,776,4.25,4.23,2.69 +41490,0.52,Ideal,F,SI1,61.5,57.0,1232,5.12,5.16,3.16 +7169,0.92,Very Good,E,SI1,63.2,58.0,4183,6.18,6.16,3.9 +26963,2.14,Premium,I,VS2,60.7,59.0,17038,8.28,8.33,5.04 +7956,1.07,Very Good,G,SI2,62.9,59.0,4321,6.51,6.58,4.12 +28952,0.31,Good,I,VS2,63.1,54.0,435,4.31,4.34,2.73 +34687,0.3,Ideal,F,IF,59.4,60.0,873,4.37,4.39,2.6 +19002,1.0,Premium,G,IF,61.4,59.0,7822,6.47,6.39,3.95 +49641,0.32,Ideal,G,SI2,62.5,57.0,540,4.38,4.35,2.73 +20345,1.51,Good,D,SI2,61.5,61.0,8742,7.37,7.42,4.55 +32863,0.38,Ideal,D,VS2,60.7,56.0,808,4.69,4.74,2.86 +8839,1.01,Good,F,SI1,63.3,58.0,4479,6.31,6.4,4.02 +18665,1.34,Premium,H,VS2,62.3,60.0,7630,7.05,7.02,4.38 +51421,0.75,Very Good,F,SI1,63.5,56.0,2372,5.75,5.71,3.64 +15079,1.07,Ideal,E,SI2,62.5,57.0,6060,6.56,6.5,4.08 +49873,0.71,Ideal,H,VS1,61.6,57.0,2175,5.74,5.79,3.55 +44319,0.31,Premium,I,VS2,59.3,59.0,521,4.42,4.38,2.61 +2163,0.74,Ideal,G,SI1,61.9,55.0,3130,5.8,5.83,3.6 +38316,0.41,Very Good,E,VVS2,63.8,58.0,1019,4.67,4.7,2.99 +4494,1.0,Ideal,I,SI2,58.8,55.0,3629,6.53,6.46,3.82 +6896,0.9,Ideal,H,VS2,61.9,55.0,4133,6.22,6.19,3.84 +6314,0.91,Premium,F,SI1,61.0,59.0,4026,6.23,6.19,3.79 +28155,0.3,Ideal,H,VVS1,61.4,56.0,665,4.32,4.35,2.66 +26996,2.01,Very Good,H,SI1,60.0,58.0,17095,8.16,8.25,4.92 +29200,0.33,Ideal,I,IF,61.6,55.0,694,4.46,4.47,2.75 +8893,0.92,Ideal,I,SI1,61.8,57.0,4488,6.22,6.27,3.86 +36533,0.42,Premium,G,SI1,62.2,58.0,945,4.75,4.73,2.95 +48388,0.59,Ideal,G,VVS2,62.2,56.0,1966,5.37,5.4,3.35 +33221,0.39,Very Good,F,VS2,58.8,59.0,821,4.8,4.83,2.83 +5742,0.9,Good,F,SI1,61.3,60.0,3893,6.13,6.18,3.77 +3880,0.9,Very Good,I,VS1,63.2,57.0,3484,6.1,6.05,3.84 +9031,0.27,Ideal,D,VVS2,61.5,56.0,586,4.15,4.18,2.56 +514,0.61,Ideal,E,VVS2,61.3,54.0,2823,5.51,5.59,3.4 +5375,0.3,Premium,G,SI1,62.7,58.0,574,4.27,4.22,2.66 +1524,1.01,Fair,J,VVS2,66.0,56.0,2998,6.29,6.22,4.13 +23285,1.64,Ideal,I,VS1,60.5,57.0,11305,7.68,7.62,4.64 +28584,0.3,Ideal,G,VS2,61.4,54.0,675,4.36,4.31,2.66 +12278,1.2,Very Good,I,SI1,62.9,57.0,5211,6.73,6.78,4.25 +11030,1.23,Premium,G,SI2,62.1,58.0,4918,6.85,6.8,4.24 +12149,1.0,Premium,D,VS2,62.9,57.0,5174,6.37,6.32,3.99 +49717,0.72,Premium,I,SI1,61.5,59.0,2148,5.73,5.78,3.54 +24566,1.62,Ideal,F,SI1,62.5,55.0,12857,7.56,7.52,4.71 +22616,1.78,Premium,H,SI2,61.0,61.0,10666,7.88,7.82,4.79 +20802,1.5,Very Good,I,VS1,62.8,58.0,9033,7.17,7.23,4.52 +3414,0.39,Ideal,J,SI1,61.0,56.0,568,4.71,4.73,2.88 +24410,1.32,Fair,F,VVS1,58.0,66.0,12648,7.31,7.28,4.23 +25957,1.53,Ideal,G,VVS2,61.2,57.0,15137,7.4,7.44,4.53 +16,0.32,Premium,E,I1,60.9,58.0,345,4.38,4.42,2.68 +21923,1.06,Very Good,E,VVS2,61.8,58.0,9997,6.52,6.56,4.04 +37504,0.43,Good,F,SI1,63.7,57.0,984,4.79,4.73,3.04 +17304,1.09,Ideal,G,VS1,62.4,57.0,6934,6.55,6.63,4.11 +12741,1.13,Premium,E,SI2,60.4,59.0,5316,6.75,6.7,4.06 +791,0.66,Premium,D,VS1,61.0,58.0,2861,5.67,5.57,3.43 +34221,0.4,Ideal,H,SI1,62.0,56.0,855,4.74,4.68,2.92 +16781,1.21,Very Good,H,VS2,62.8,57.0,6684,6.77,6.82,4.27 +19498,1.21,Ideal,H,VVS2,61.3,57.0,8131,6.92,6.87,4.23 +52275,0.7,Ideal,I,VVS1,61.8,56.0,2492,5.72,5.74,3.54 +17373,0.32,Good,D,SI2,63.9,58.0,612,4.33,4.31,2.76 +1055,0.25,Good,F,VS1,63.6,57.0,558,4.04,4.01,2.56 +21006,1.51,Very Good,H,SI1,61.7,61.0,9218,7.3,7.35,4.52 +15503,1.2,Good,F,VS1,64.0,56.0,6209,6.63,6.58,4.23 +30149,0.32,Premium,E,SI1,62.3,58.0,720,4.4,4.37,2.73 +47872,0.52,Ideal,G,VVS2,61.7,56.0,1911,5.14,5.16,3.18 +40488,0.4,Very Good,E,VVS1,63.8,56.0,1142,4.68,4.72,3.0 +15915,1.06,Ideal,F,SI1,61.7,55.0,6363,6.58,6.56,4.06 +47977,0.29,Ideal,G,VS1,61.9,55.0,532,4.25,4.28,2.64 +27174,1.55,Ideal,D,VS2,62.5,55.0,17441,7.38,7.43,4.63 +23026,0.3,Very Good,G,VVS2,60.3,57.0,631,4.35,4.36,2.63 +37370,0.4,Ideal,G,VVS2,62.4,56.0,982,4.72,4.74,2.95 +37104,0.38,Ideal,G,SI1,62.1,54.0,969,4.67,4.64,2.9 +375,0.81,Premium,D,SI2,59.2,57.0,2809,6.15,6.05,3.61 +10222,1.31,Premium,F,SI2,62.7,61.0,4743,7.03,6.86,4.36 +952,0.5,Ideal,E,VVS2,62.2,54.0,2889,5.09,5.11,3.17 +49507,0.71,Good,E,SI2,58.8,63.0,2120,5.75,5.88,3.42 +26184,2.01,Premium,I,SI1,60.9,60.0,15528,8.1,8.06,4.92 +33674,0.3,Very Good,E,VVS2,60.0,55.0,837,4.36,4.41,2.63 +47272,0.52,Ideal,E,VS1,61.8,55.0,1844,5.17,5.22,3.21 +19192,1.65,Very Good,J,SI1,61.5,58.0,7943,7.49,7.62,4.65 +48381,0.75,Good,J,SI1,61.0,59.0,1965,5.79,5.85,3.55 +19297,1.22,Ideal,H,VVS2,61.8,57.0,8014,6.85,6.89,4.25 +6231,1.01,Fair,G,SI1,64.2,59.0,4004,6.31,6.28,4.04 +37281,0.23,Ideal,H,VVS1,61.1,55.0,484,3.98,4.01,2.44 +33752,0.31,Ideal,F,VVS1,62.0,54.0,840,4.36,4.38,2.71 +1962,0.77,Ideal,H,SI1,61.3,56.0,3089,5.87,5.91,3.61 +31844,0.41,Ideal,J,VVS1,62.0,57.0,775,4.73,4.79,2.95 +9877,1.01,Ideal,H,SI1,61.4,60.0,4680,6.48,6.45,3.97 +50832,0.61,Ideal,G,VS1,62.6,55.0,2309,5.46,5.43,3.41 +21756,1.51,Very Good,H,VS2,62.3,61.0,9821,7.27,7.3,4.54 +36667,0.36,Ideal,G,VS1,61.4,56.0,949,4.55,4.6,2.81 +50960,0.51,Premium,E,VVS1,61.4,60.0,2323,5.11,5.05,3.12 +15761,1.02,Very Good,G,VS1,62.6,58.0,6301,6.36,6.46,4.01 +32447,0.43,Very Good,F,SI1,62.5,56.0,792,4.82,4.85,3.02 +33815,0.4,Ideal,I,VVS1,60.5,57.0,842,4.76,4.79,2.89 +26266,2.01,Ideal,I,VS2,64.8,55.0,15729,7.91,7.87,5.12 +18272,1.01,Ideal,E,VS2,61.5,57.0,7421,6.48,6.44,3.97 +22894,1.14,Ideal,G,VVS1,61.1,58.0,10933,6.74,6.77,4.13 +25223,1.27,Ideal,F,VVS2,61.0,57.0,13823,6.98,7.02,4.27 +39295,0.3,Ideal,H,VS2,62.6,55.0,491,4.28,4.31,2.69 +8858,1.0,Premium,G,SI2,62.2,59.0,4480,6.39,6.35,3.96 +25858,1.41,Very Good,G,VVS1,61.2,55.0,14936,7.22,7.25,4.43 +40373,0.42,Very Good,F,VVS2,61.6,59.0,1131,4.83,4.84,2.98 +25298,1.25,Very Good,F,IF,60.3,58.0,13953,6.96,7.03,4.22 +45612,0.51,Ideal,G,VS1,61.9,56.0,1691,5.12,5.16,3.18 +25977,2.09,Ideal,J,VS1,61.2,59.0,15172,8.31,8.22,5.06 +14771,1.17,Ideal,F,SI1,62.2,56.0,5944,6.73,6.71,4.18 +43497,0.54,Premium,E,SI1,61.4,60.0,1422,5.21,5.25,3.21 +36910,0.42,Ideal,I,IF,61.7,55.0,961,4.83,4.86,2.99 +32684,0.31,Premium,G,VS1,62.4,58.0,802,4.34,4.31,2.7 +5735,0.92,Good,D,SI2,63.3,59.0,3891,6.12,6.18,3.89 +52549,0.81,Premium,H,SI2,62.2,56.0,2534,5.98,5.92,3.7 +24619,1.51,Ideal,G,VS2,62.2,57.0,12947,7.28,7.36,4.55 +53817,0.71,Premium,E,VS2,62.1,59.0,2735,5.72,5.68,3.54 +6500,0.9,Premium,E,VS2,62.3,55.0,4062,6.18,6.14,3.84 +31905,0.3,Premium,G,VS1,62.2,59.0,776,4.31,4.28,2.67 +8168,0.8,Ideal,F,VS1,62.2,56.0,4362,5.93,5.96,3.7 +9099,1.01,Very Good,I,SI1,63.2,54.0,4525,6.41,6.35,4.03 +37410,0.38,Ideal,I,VVS2,62.6,54.0,983,4.65,4.62,2.9 +41495,0.8,Fair,E,I1,65.5,54.0,1232,5.84,5.68,3.78 +26562,2.01,Premium,G,SI1,62.3,61.0,16242,7.96,7.89,5.02 +20950,1.61,Premium,H,SI2,60.3,60.0,9167,7.66,7.57,4.59 +5824,0.94,Ideal,E,SI2,61.1,55.0,3915,6.29,6.34,3.86 +38278,0.21,Premium,D,VS2,60.6,60.0,386,3.85,3.81,2.32 +660,1.27,Premium,H,SI2,59.3,61.0,2845,7.12,7.05,4.2 +39132,0.41,Premium,G,VS2,60.9,61.0,1061,4.75,4.74,2.89 +5391,0.3,Premium,G,SI1,61.0,57.0,574,4.34,4.31,2.64 +46513,0.63,Ideal,D,SI1,61.1,56.0,1779,5.52,5.58,3.39 +21700,0.34,Ideal,D,SI1,60.6,56.0,626,4.51,4.54,2.74 +46170,0.5,Premium,E,VS2,62.7,54.0,1746,5.1,5.07,3.19 +49800,0.78,Very Good,J,SI1,58.0,61.0,2164,6.07,6.13,3.54 +14874,1.2,Premium,F,SI2,62.8,57.0,5988,6.78,6.73,4.24 +6265,0.91,Very Good,H,VS2,63.5,57.0,4012,6.12,6.16,3.9 +6511,1.12,Premium,J,SI1,62.3,57.0,4064,6.72,6.61,4.15 +7304,1.05,Good,E,SI2,63.2,59.0,4204,6.36,6.43,4.04 +42965,0.51,Ideal,H,VS2,60.9,56.4,1365,5.15,5.18,3.15 +25263,1.5,Good,E,VS2,63.9,58.0,13899,7.2,7.24,4.61 +40936,0.26,Good,F,VS1,63.1,57.0,499,4.04,4.07,2.56 +49282,0.57,Ideal,D,VS1,61.7,56.0,2091,5.31,5.33,3.28 +35500,0.41,Premium,E,SI1,61.2,59.0,904,4.82,4.78,2.94 +46113,0.53,Ideal,H,VVS1,62.4,54.0,1743,5.18,5.2,3.24 +47938,0.56,Ideal,E,VS2,61.5,57.0,1915,5.3,5.27,3.25 +4416,0.96,Good,H,SI2,56.7,62.0,3611,6.51,6.39,3.66 +36601,0.32,Ideal,G,SI1,61.3,56.0,477,4.39,4.42,2.7 +18207,1.53,Premium,I,SI2,62.7,62.0,7389,7.41,7.23,4.59 +21204,1.23,Very Good,F,VS1,60.6,58.0,9346,6.88,6.95,4.19 +26575,1.74,Very Good,D,SI1,61.9,58.0,16286,7.74,7.79,4.81 +22807,1.53,Premium,G,SI1,58.4,59.0,10830,7.58,7.52,4.41 +38956,0.31,Good,H,VS2,63.5,57.0,489,4.32,4.34,2.75 +45806,0.5,Very Good,F,VS1,62.3,55.0,1710,5.06,5.09,3.16 +39377,0.52,Ideal,I,SI1,61.8,55.0,1074,5.16,5.19,3.2 +24792,1.51,Ideal,G,VS2,62.2,59.0,13163,7.28,7.34,4.55 +14756,1.01,Premium,D,SI1,62.3,60.0,5939,6.4,6.35,3.97 +5527,1.01,Good,G,SI2,63.4,57.0,3852,6.32,6.37,4.02 +17885,1.11,Ideal,E,SI1,62.1,55.0,7218,6.66,6.68,4.14 +24353,2.01,Very Good,H,SI2,63.4,58.0,12617,8.01,7.94,5.06 +6300,0.9,Good,G,VS2,63.6,59.0,4022,6.1,6.04,3.86 +31628,0.3,Ideal,H,SI1,62.2,57.0,450,4.26,4.29,2.66 +33012,0.3,Very Good,E,VVS2,60.7,55.0,814,4.35,4.36,2.65 +28906,0.3,Ideal,G,VVS2,60.9,57.0,684,4.32,4.35,2.64 +44881,0.5,Premium,G,VS1,60.7,62.0,1629,5.1,5.08,3.09 +23322,1.03,Ideal,F,IF,61.3,56.0,11365,6.53,6.55,4.01 +30663,0.4,Premium,F,SI1,62.5,59.0,737,4.67,4.71,2.93 +38658,0.42,Ideal,D,SI1,62.4,57.0,1040,4.84,4.77,3.0 +14078,1.01,Very Good,I,SI1,60.1,59.0,5712,6.44,6.47,3.88 +47085,0.62,Premium,G,VS2,62.2,55.0,1823,5.51,5.46,3.41 +53791,0.54,Ideal,F,IF,62.2,54.0,2729,5.24,5.27,3.27 +9411,1.01,Very Good,J,VS1,59.5,59.0,4588,6.54,6.6,3.91 +41864,0.4,Ideal,G,IF,61.1,56.0,1257,4.76,4.79,2.92 +36007,0.31,Ideal,F,IF,62.3,54.0,921,4.33,4.34,2.7 +15703,0.31,Good,F,VS1,63.9,55.0,607,4.27,4.3,2.74 +24983,2.01,Very Good,I,SI2,60.9,60.0,13488,8.0,8.15,4.92 +162,0.72,Very Good,H,VVS2,60.3,56.0,2771,5.81,5.83,3.51 +4775,0.77,Very Good,F,VS2,62.6,55.0,3692,5.85,5.88,3.67 +25114,2.32,Good,J,SI1,60.3,61.0,13654,8.56,8.52,5.15 +17408,1.2,Very Good,F,SI1,62.7,58.0,6973,6.74,6.72,4.22 +11180,1.0,Premium,E,SI1,61.9,62.0,4953,6.4,6.34,3.94 +2930,0.9,Good,H,SI1,64.2,59.0,3290,6.05,6.01,3.87 +14058,0.3,Very Good,F,VS2,62.7,58.0,605,4.25,4.3,2.68 +16473,1.34,Premium,G,SI2,62.2,56.0,6581,7.08,7.0,4.38 +23984,1.51,Very Good,F,SI1,62.6,57.0,12141,7.25,7.31,4.56 +218,0.78,Ideal,H,SI1,61.2,56.0,2781,5.92,5.99,3.64 +50092,0.57,Ideal,G,VVS2,60.7,55.0,2206,5.36,5.34,3.25 +43436,0.5,Ideal,D,SI1,61.4,58.0,1415,5.07,5.1,3.12 +16638,2.25,Fair,H,I1,67.7,58.0,6653,8.01,7.97,5.41 +18519,1.36,Good,G,SI1,64.3,59.0,7549,6.93,6.85,4.43 +36964,0.41,Premium,G,VS1,62.1,60.0,961,4.78,4.72,2.95 +12136,1.01,Very Good,H,SI1,63.0,57.0,5172,6.34,6.36,4.0 +23189,1.06,Ideal,F,IF,61.0,57.0,11195,6.64,6.55,4.02 +38147,0.3,Very Good,G,VVS1,63.5,57.0,1013,4.27,4.23,2.7 +44547,0.56,Ideal,I,VVS1,60.8,57.0,1605,5.31,5.34,3.24 +4963,0.9,Very Good,G,SI1,62.0,61.0,3734,6.07,6.13,3.78 +45947,0.56,Premium,D,SI1,61.9,58.0,1723,5.27,5.33,3.28 +14025,1.02,Ideal,E,SI1,61.9,55.0,5702,6.46,6.49,4.01 +27575,2.01,Very Good,G,SI1,62.1,60.0,18398,7.94,8.03,4.96 +50189,0.55,Ideal,D,VS2,60.6,56.0,2224,5.3,5.36,3.23 +23912,1.7,Premium,I,VS1,58.0,60.0,12030,7.88,7.84,4.56 +38954,0.31,Good,I,VS1,63.7,55.0,489,4.3,4.33,2.75 +3165,0.64,Ideal,F,VVS2,61.0,56.0,3336,5.55,5.59,3.4 +4935,0.91,Good,D,SI1,64.0,58.0,3730,6.09,6.06,3.89 +24007,1.63,Ideal,I,VVS2,62.3,54.7,12174,7.49,7.52,4.69 +18490,1.01,Good,E,VS1,63.8,55.0,7528,6.32,6.41,4.06 +20003,1.51,Very Good,H,SI1,63.5,55.0,8541,7.31,7.22,4.61 +17973,1.01,Very Good,G,VVS2,63.2,59.0,7267,6.35,6.27,3.99 +1989,0.9,Premium,H,SI1,62.4,56.0,3095,6.13,6.05,3.8 +21594,1.5,Premium,H,SI1,58.8,59.0,9697,7.53,7.47,4.41 +5709,0.25,Very Good,F,VVS2,59.4,57.0,575,4.1,4.12,2.44 +5431,0.91,Ideal,J,VVS2,60.2,57.0,3826,6.31,6.34,3.81 +48644,0.31,Ideal,I,SI1,62.2,56.0,537,4.37,4.34,2.71 +32144,0.32,Ideal,F,VVS2,62.1,54.0,786,4.41,4.44,2.75 +30002,0.43,Ideal,H,SI1,62.4,56.0,716,4.81,4.83,3.01 +37007,0.33,Premium,H,VVS1,61.4,59.0,965,4.44,4.42,2.72 +24757,1.54,Ideal,G,VS2,62.0,55.6,13110,7.35,7.44,4.59 +50998,0.31,Very Good,I,VVS2,62.2,57.0,544,4.34,4.37,2.71 +48044,0.55,Ideal,D,VS2,61.6,56.0,1925,5.25,5.3,3.25 +46383,0.54,Ideal,D,VS2,60.9,56.0,1763,5.3,5.27,3.22 +3376,0.24,Ideal,F,VS2,61.8,57.0,408,3.97,3.99,2.46 +53063,0.72,Ideal,E,SI1,62.1,57.0,2608,5.71,5.75,3.56 +1562,0.72,Ideal,F,SI1,62.3,56.0,3004,5.77,5.79,3.6 +8368,0.9,Very Good,F,VS2,63.4,58.0,4400,6.07,6.11,3.86 +33287,0.31,Good,D,SI2,63.6,54.0,462,4.31,4.34,2.75 +27062,1.5,Ideal,G,VVS2,61.3,56.0,17176,7.39,7.43,4.55 +51131,0.58,Ideal,F,VVS2,62.0,55.0,2340,5.32,5.4,3.31 +8323,1.13,Very Good,J,SI1,62.9,57.7,4391,6.6,6.64,4.16 +28328,0.33,Ideal,F,VS2,61.4,57.0,666,4.45,4.48,2.74 +17516,1.04,Ideal,G,VS2,61.3,57.0,7044,6.53,6.56,4.01 +21622,1.01,Premium,E,VVS2,62.4,58.0,9711,6.42,6.36,3.99 +29168,0.4,Very Good,E,VS2,63.0,59.0,693,4.66,4.68,2.94 +28361,0.4,Ideal,I,VS2,62.4,54.0,667,4.73,4.76,2.96 +31058,0.24,Ideal,E,VVS1,60.9,56.0,752,4.01,4.04,2.45 +24580,1.72,Premium,H,SI1,61.4,59.0,12880,7.64,7.71,4.71 +45142,0.46,Ideal,G,IF,62.1,56.0,1654,4.93,4.96,3.07 +44048,0.51,Very Good,E,VS2,64.1,57.0,1549,5.02,5.06,3.23 +23811,1.22,Ideal,F,VVS2,62.2,54.0,11870,6.83,6.87,4.26 +51594,0.7,Very Good,I,VVS2,62.4,61.0,2394,5.6,5.75,3.54 +8474,1.01,Ideal,F,SI2,62.5,55.0,4416,6.39,6.4,4.0 +26130,2.75,Premium,H,SI2,60.5,61.0,15415,8.99,8.97,5.48 +48680,0.51,Very Good,G,VVS1,60.1,56.0,2005,5.16,5.35,3.16 +25121,2.05,Premium,J,VS2,62.3,60.0,13667,8.15,8.09,5.06 +20630,1.0,Premium,F,VVS2,60.6,54.0,8924,6.56,6.52,3.96 +49348,0.71,Premium,E,SI2,60.4,61.0,2096,5.79,5.77,3.49 +33111,0.31,Premium,E,VS1,61.9,56.0,816,4.37,4.32,2.69 +9605,1.02,Good,D,SI2,63.4,59.0,4633,6.37,6.41,4.05 +21773,1.23,Ideal,F,VS1,62.5,54.0,9836,6.85,6.82,4.27 +13439,1.16,Ideal,G,SI1,60.9,57.0,5519,6.79,6.75,4.12 +6273,1.12,Premium,H,SI2,62.1,56.0,4014,6.7,6.65,4.14 +2237,0.92,Very Good,J,VS2,60.9,62.0,3146,6.26,6.31,3.83 +6464,0.8,Ideal,E,SI1,61.1,56.0,4053,5.98,6.01,3.66 +44806,0.5,Very Good,E,VS2,61.3,59.0,1624,5.05,5.1,3.11 +48104,0.5,Ideal,G,VVS2,61.4,57.0,1935,5.13,5.1,3.14 +21992,1.0,Ideal,F,VVS1,62.3,53.0,10058,6.37,6.43,3.99 +28742,0.31,Premium,E,VS2,60.0,59.0,680,4.35,4.39,2.62 +25406,2.06,Ideal,I,SI2,62.4,55.0,14120,8.1,8.14,5.07 +5529,1.01,Good,J,SI1,58.8,57.0,3853,6.57,6.63,3.88 +6927,1.01,Good,G,SI1,64.2,56.0,4138,6.38,6.26,4.05 +34396,0.34,Ideal,G,VVS1,61.7,56.0,863,4.5,4.55,2.79 +7915,0.9,Very Good,E,SI1,63.0,56.0,4315,6.11,6.15,3.86 +29807,0.3,Premium,D,SI1,62.0,60.0,709,4.29,4.26,2.65 +32860,0.31,Very Good,F,VVS1,61.3,56.0,808,4.35,4.37,2.67 +38427,0.41,Ideal,F,VVS2,61.4,55.7,1026,4.76,4.79,2.94 +5633,1.0,Good,H,SI2,63.9,55.0,3878,6.25,6.33,4.02 +20711,0.31,Premium,G,VS1,61.8,59.0,625,4.32,4.35,2.68 +36524,0.4,Good,H,VS2,59.4,64.0,945,4.82,4.75,2.84 +44126,0.5,Premium,E,VS2,62.6,58.0,1559,5.07,5.12,3.19 +17225,1.22,Ideal,I,VS1,62.6,57.0,6887,6.8,6.76,4.24 +32324,0.3,Very Good,G,VVS1,62.4,57.0,789,4.27,4.29,2.67 +42450,0.51,Ideal,I,VVS2,62.5,54.3,1316,5.09,5.12,3.19 +23407,1.21,Premium,E,VVS2,61.9,58.0,11395,6.84,6.79,4.22 +36940,0.24,Very Good,D,VVS1,59.2,59.0,478,4.04,4.1,2.41 +39701,0.4,Premium,H,VVS1,61.8,58.0,1088,4.72,4.69,2.91 +40444,0.7,Premium,G,I1,61.6,56.0,1138,5.8,5.63,3.52 +43693,0.5,Very Good,D,SI1,60.8,58.0,1436,5.07,5.13,3.1 +29773,0.3,Premium,I,VVS1,61.1,59.0,709,4.33,4.31,2.64 +4267,1.04,Good,F,SI2,64.0,60.0,3581,6.38,6.33,4.07 +38388,0.42,Ideal,E,VS2,62.4,55.0,1024,4.8,4.79,2.99 +53824,0.77,Ideal,I,VS1,60.9,57.0,2736,5.92,5.94,3.61 +52530,0.76,Very Good,E,SI2,62.0,54.0,2530,5.84,5.91,3.64 +3395,0.27,Very Good,F,IF,59.4,61.0,567,4.23,4.26,2.52 +100,0.8,Premium,H,SI1,61.5,58.0,2760,5.97,5.93,3.66 +34873,0.3,Good,G,VVS2,63.8,57.0,878,4.26,4.24,2.71 +8955,0.9,Premium,E,VS2,62.2,59.0,4500,6.18,6.13,3.83 +35583,0.35,Premium,F,VS2,61.9,58.0,906,4.54,4.48,2.79 +29850,0.3,Ideal,D,VS2,61.4,54.0,710,4.33,4.34,2.66 +48743,0.57,Good,D,VS2,58.3,61.0,2015,5.42,5.45,3.17 +29381,0.31,Very Good,E,SI1,63.5,55.0,698,4.35,4.31,2.75 +45854,0.55,Good,E,VS2,60.3,61.0,1715,5.31,5.37,3.22 +49582,0.55,Ideal,H,IF,61.7,55.0,2133,5.27,5.29,3.26 +51873,0.67,Good,E,VS1,60.4,65.0,2427,5.67,5.65,3.42 +5991,0.91,Ideal,I,VS1,62.4,57.0,3954,6.17,6.21,3.86 +48806,0.5,Ideal,F,VVS2,62.0,53.6,2025,5.09,5.13,3.18 +52715,0.59,Very Good,F,IF,62.8,56.0,2554,5.31,5.36,3.35 +31601,0.2,Premium,D,VS2,62.3,60.0,367,3.73,3.68,2.31 +4632,0.7,Very Good,D,VS2,60.6,60.0,3668,5.71,5.75,3.47 +53616,0.3,Ideal,I,VVS1,62.4,56.0,552,4.3,4.32,2.69 +14103,1.0,Very Good,E,VS2,62.8,63.0,5720,6.28,6.33,3.96 +664,1.01,Fair,H,SI2,65.4,59.0,2846,6.3,6.26,4.11 +49449,0.51,Ideal,G,VVS1,61.0,57.0,2111,5.17,5.16,3.15 +26699,0.29,Premium,I,VS2,62.4,58.0,429,4.23,4.2,2.63 +25812,1.51,Premium,F,VS2,61.6,58.0,14817,7.35,7.32,4.52 +52265,0.57,Ideal,E,VS2,61.5,57.0,2491,5.35,5.32,3.28 +13560,1.12,Ideal,G,SI1,62.0,55.0,5551,6.68,6.65,4.13 +12358,1.24,Very Good,J,SI1,60.0,59.0,5231,6.99,7.04,4.21 +24546,2.26,Ideal,G,SI2,61.9,57.0,12831,8.44,8.36,5.2 +50691,0.53,Premium,F,VS2,60.6,58.0,2290,5.26,5.2,3.17 +1980,0.7,Ideal,D,VS2,62.3,55.0,3092,5.67,5.7,3.54 +28691,0.39,Very Good,I,VS2,60.1,57.0,679,4.74,4.77,2.86 +1929,0.72,Very Good,F,VS1,63.2,57.0,3083,5.69,5.73,3.61 +49650,0.3,Premium,H,SI1,62.6,58.0,540,4.28,4.22,2.66 +26680,0.28,Very Good,G,VS2,62.0,56.0,427,4.16,4.19,2.59 +37669,0.42,Premium,E,SI1,62.3,58.0,992,4.81,4.76,2.98 +46601,0.54,Ideal,D,SI1,60.7,56.0,1786,5.3,5.27,3.21 +2578,0.76,Ideal,G,SI1,61.2,57.0,3212,5.85,5.9,3.59 +23975,1.21,Ideal,E,VS1,61.7,56.0,12111,6.82,6.85,4.22 +18084,1.5,Good,J,VS2,63.6,58.0,7308,7.23,7.2,4.59 +37052,0.4,Very Good,H,VVS1,63.9,57.0,968,4.62,4.68,2.97 +19421,1.12,Ideal,F,VS2,62.6,56.0,8074,6.59,6.63,4.14 +14915,0.8,Ideal,D,VVS2,61.9,56.0,6004,5.91,5.95,3.67 +40557,0.41,Ideal,D,VS1,61.8,57.0,1151,4.75,4.8,2.95 +29054,0.4,Good,E,SI1,63.2,58.0,687,4.66,4.7,2.96 +87,0.24,Premium,H,VVS1,61.2,58.0,554,4.01,3.96,2.44 +37482,0.35,Premium,E,VS2,60.9,59.0,984,4.56,4.54,2.77 +35445,0.32,Ideal,E,VS2,62.3,54.0,900,4.4,4.37,2.73 +32284,0.26,Very Good,E,VS1,60.7,59.0,453,4.09,4.12,2.49 +14137,0.91,Very Good,F,VVS2,62.6,59.0,5733,6.1,6.16,3.84 +19676,1.51,Ideal,G,SI1,61.6,56.0,8283,7.34,7.25,4.5 +43068,0.55,Premium,G,SI1,60.1,61.0,1377,5.32,5.29,3.19 +1802,0.78,Ideal,E,SI2,61.0,56.0,3053,5.92,5.98,3.63 +2011,0.66,Ideal,D,VVS2,61.6,57.0,3103,5.57,5.64,3.45 +23925,2.01,Ideal,J,SI1,62.1,56.0,12048,8.08,8.03,5.0 +24918,1.73,Premium,F,SI1,58.0,62.0,13365,7.95,7.91,4.6 +18779,1.02,Premium,F,VS1,60.8,59.0,7677,6.49,6.46,3.94 +45515,0.52,Ideal,E,SI1,61.0,57.0,1682,5.22,5.2,3.18 +42566,0.42,Ideal,E,VVS1,62.0,55.0,1327,4.81,4.83,2.99 +30851,0.33,Premium,G,VS2,59.4,61.0,743,4.53,4.49,2.68 +30582,0.31,Premium,D,VS2,62.0,59.0,734,4.32,4.36,2.69 +4629,0.91,Very Good,J,VS1,62.1,55.0,3666,6.16,6.24,3.85 +48756,0.7,Fair,G,SI1,64.8,59.0,2016,5.65,5.56,3.63 +35724,0.3,Ideal,D,VS2,61.5,55.0,911,4.35,4.3,2.66 +8404,1.06,Ideal,H,SI2,60.1,59.0,4401,6.65,6.63,3.99 +33202,0.4,Ideal,G,VS1,62.3,57.0,819,4.68,4.73,2.93 +11493,1.04,Premium,G,SI1,60.9,59.0,5017,6.57,6.53,3.99 +28716,0.23,Premium,E,VVS1,61.1,60.0,680,4.01,3.95,2.43 +43702,0.5,Very Good,F,VS2,62.8,56.0,1436,5.05,5.07,3.18 +22641,1.51,Premium,G,SI1,62.2,58.0,10688,7.3,7.26,4.53 +46689,0.58,Ideal,F,VS2,62.1,55.0,1790,5.37,5.33,3.32 +22997,1.74,Premium,J,VS1,62.5,58.0,11050,7.67,7.65,4.79 +17244,1.01,Premium,F,VS2,59.2,61.0,6900,6.59,6.55,3.89 +12264,1.26,Premium,J,SI1,61.7,58.0,5207,6.99,6.91,4.29 +38045,0.35,Ideal,F,VS1,62.4,57.0,1011,4.52,4.49,2.81 +28576,0.3,Very Good,H,VS1,63.1,57.0,675,4.26,4.24,2.68 +18978,1.0,Premium,D,VS1,62.7,54.0,7812,6.38,6.35,3.99 +2255,0.75,Premium,E,VS2,61.8,58.0,3150,5.85,5.83,3.61 +52111,0.91,Premium,F,SI2,60.5,59.0,2461,6.21,6.19,3.75 +15595,1.14,Premium,G,VS2,61.9,58.0,6256,6.72,6.68,4.15 +16796,1.39,Premium,I,SI1,62.1,57.0,6694,7.22,7.08,4.44 +4061,0.32,Good,D,SI2,64.1,54.0,571,4.37,4.34,2.79 +31500,0.34,Ideal,G,VS2,62.5,57.0,765,4.5,4.46,2.8 +13510,1.01,Very Good,D,SI1,63.1,60.0,5543,6.39,6.32,4.01 +9176,1.0,Very Good,D,SI2,61.6,58.0,4543,6.37,6.45,3.95 +50163,0.71,Very Good,I,SI1,62.6,59.0,2218,5.67,5.7,3.56 +1004,0.79,Ideal,G,SI1,61.1,57.0,2898,5.98,5.93,3.64 +21390,0.34,Ideal,D,SI1,62.7,56.0,626,4.45,4.48,2.8 +15310,1.1,Ideal,F,SI1,61.4,55.0,6146,6.65,6.68,4.09 +25111,1.5,Good,E,VS2,63.7,56.0,13653,7.18,7.16,4.57 +34455,0.4,Premium,F,SI2,59.6,58.0,864,4.85,4.81,2.88 +26793,2.38,Premium,H,SI1,58.2,60.0,16643,8.81,8.78,5.12 +16969,1.22,Ideal,H,SI1,61.8,57.0,6776,6.85,6.83,4.23 +14567,1.21,Ideal,H,VS2,62.8,55.0,5882,6.79,6.74,4.25 +43169,0.54,Premium,H,VS2,61.9,55.0,1389,5.25,5.22,3.24 +23046,1.51,Very Good,H,VS2,60.9,54.0,11077,7.38,7.41,4.5 +8466,1.04,Ideal,G,SI2,63.1,55.0,4414,6.45,6.52,4.09 +49267,0.8,Premium,J,SI1,60.0,60.0,2088,6.1,5.97,3.66 +46956,0.3,Very Good,H,VS1,60.4,61.0,526,4.27,4.31,2.59 +21549,1.09,Ideal,D,VS1,62.3,56.0,9650,6.63,6.59,4.12 +38814,0.31,Premium,G,VVS1,62.2,59.0,1046,4.32,4.3,2.68 +21494,1.19,Ideal,G,VVS2,60.7,57.0,9587,6.8,6.85,4.14 +39258,0.38,Premium,E,VS1,60.7,59.0,1069,4.73,4.69,2.86 +8771,0.8,Very Good,H,VVS1,62.9,58.0,4468,5.82,5.88,3.68 +46843,0.7,Fair,H,VS1,67.2,55.0,1811,5.48,5.54,3.7 +53510,0.7,Premium,F,VS2,62.4,59.0,2686,5.68,5.64,3.53 +27039,0.32,Premium,F,VS2,60.7,58.0,645,4.41,4.45,2.69 +12760,1.05,Premium,H,VS2,61.1,58.0,5323,6.57,6.53,4.0 +14660,1.52,Fair,J,SI2,65.8,57.0,5916,7.18,7.11,4.7 +50284,0.37,Very Good,E,SI2,61.9,55.0,541,4.63,4.67,2.87 +45341,0.7,Premium,F,SI2,59.5,61.0,1662,5.78,5.68,3.41 +37689,0.43,Ideal,D,SI1,62.5,55.0,993,4.83,4.8,3.01 +18588,1.4,Very Good,I,VS1,61.6,59.0,7584,7.17,7.22,4.43 +53336,0.62,Ideal,G,IF,62.2,54.0,2655,5.46,5.51,3.41 +39746,0.53,Ideal,G,SI2,62.4,56.0,1093,5.18,5.14,3.22 +125,0.7,Fair,F,VS2,65.3,55.0,2762,5.63,5.58,3.66 +38816,0.31,Premium,G,VVS1,62.6,61.0,1046,4.31,4.28,2.69 +38546,0.34,Ideal,D,VS2,62.9,55.0,1033,4.47,4.43,2.8 +30342,0.5,Fair,G,I1,65.2,56.0,727,4.95,4.89,3.21 +7213,1.01,Very Good,H,SI1,63.4,58.0,4191,6.41,6.37,4.05 +20093,1.01,Good,E,VVS2,63.9,58.0,8569,6.37,6.31,4.05 +34482,0.4,Very Good,F,VS2,63.6,56.0,867,4.66,4.68,2.97 +16321,1.09,Ideal,D,SI1,61.3,55.9,6532,6.61,6.65,4.06 +42496,0.51,Very Good,F,SI1,61.7,55.0,1320,5.14,5.16,3.18 +48639,0.31,Premium,I,SI1,62.3,58.0,537,4.38,4.35,2.72 +6153,0.9,Ideal,D,SI2,62.7,57.0,3990,6.1,6.15,3.84 +29422,0.38,Ideal,E,SI1,61.9,55.0,700,4.64,4.7,2.89 +38895,0.31,Ideal,E,IF,60.7,56.0,1051,4.36,4.4,2.66 +53151,0.7,Ideal,I,SI1,61.6,56.0,2623,5.69,5.71,3.51 +51319,0.31,Premium,G,VS2,61.5,59.0,544,4.33,4.35,2.67 +1134,0.71,Premium,F,VS1,59.1,59.0,2920,5.88,5.83,3.46 +3967,1.03,Ideal,F,I1,61.1,55.0,3507,6.54,6.51,3.99 +22319,1.31,Ideal,G,VS1,62.0,58.0,10359,6.97,7.02,4.34 +23579,1.44,Premium,G,VS1,61.8,57.0,11588,7.21,7.09,4.42 +3692,0.9,Very Good,H,SI1,58.7,59.0,3447,6.3,6.35,3.71 +3182,0.92,Good,F,SI2,64.2,58.0,3340,6.11,6.14,3.93 +21253,1.52,Ideal,E,SI2,60.1,57.0,9405,7.49,7.53,4.51 +2859,0.72,Ideal,H,VS1,60.7,55.0,3274,5.83,5.85,3.54 +48871,0.7,Fair,F,SI2,64.9,58.0,2035,5.46,5.59,3.59 +1198,0.71,Ideal,D,SI2,62.0,54.0,2934,5.77,5.74,3.57 +31653,0.35,Premium,E,VS2,60.7,60.0,767,4.55,4.58,2.77 +10742,1.15,Very Good,I,SI1,62.5,60.0,4851,6.68,6.72,4.19 +41358,0.6,Premium,H,SI1,60.1,61.0,1219,5.43,5.39,3.25 +53554,0.78,Very Good,I,VS1,60.9,55.0,2694,5.94,5.98,3.63 +29203,0.44,Very Good,J,VS1,61.9,57.0,694,4.83,4.9,3.01 +29162,0.33,Premium,E,SI1,59.1,59.0,693,4.59,4.54,2.7 +32151,0.39,Ideal,I,VVS2,62.3,54.0,787,4.66,4.69,2.91 +30894,0.38,Ideal,I,VVS1,60.6,58.0,744,4.69,4.71,2.85 +1102,0.71,Premium,G,SI2,60.8,59.0,2913,5.7,5.74,3.48 +52382,0.7,Very Good,F,VS2,63.0,58.0,2507,5.59,5.62,3.53 +26524,2.28,Premium,J,VS1,60.3,58.0,16174,8.58,8.53,5.16 +40335,0.4,Very Good,D,VVS2,62.0,61.0,1128,4.7,4.72,2.92 +15168,1.08,Very Good,G,VS2,63.2,60.0,6096,6.53,6.44,4.1 +39825,0.39,Premium,H,VVS2,62.1,58.0,1097,4.65,4.63,2.88 +48868,0.52,Very Good,F,VVS2,62.9,57.0,2035,5.11,5.13,3.22 +40075,0.3,Ideal,F,VVS1,62.1,55.0,1114,4.32,4.31,2.68 +43831,0.49,Premium,D,SI1,61.3,57.0,1444,5.21,5.02,3.14 +16920,1.35,Ideal,J,VS2,61.8,54.0,6754,7.1,7.14,4.4 +9130,0.9,Fair,F,VS2,59.5,67.0,4536,6.29,6.24,3.73 +37448,0.31,Ideal,D,VVS1,60.4,56.0,984,4.38,4.43,2.66 +44636,0.57,Very Good,G,VS2,62.8,57.0,1608,5.23,5.28,3.3 +6521,0.91,Very Good,H,VS1,62.7,63.0,4066,6.1,6.03,3.8 +11810,1.01,Premium,G,SI1,60.8,60.0,5090,6.47,6.39,3.91 +12474,0.77,Ideal,E,VVS1,61.6,55.0,5251,5.87,5.95,3.64 +45049,0.54,Good,G,VS1,59.0,62.0,1640,5.3,5.28,3.12 +50468,0.61,Very Good,D,VS2,61.5,57.0,2266,5.45,5.48,3.36 +43151,0.58,Ideal,H,SI1,61.9,59.0,1389,5.33,5.36,3.31 +30615,0.34,Very Good,F,SI2,61.7,61.0,447,4.44,4.48,2.75 +53305,0.3,Premium,D,SI1,62.5,58.0,552,4.27,4.31,2.68 +48948,0.98,Premium,H,I1,59.6,60.0,2046,6.61,6.48,3.89 +23640,1.51,Premium,F,SI1,63.0,61.0,11666,7.3,7.27,4.59 +20845,1.14,Ideal,F,VVS2,61.4,57.0,9070,6.76,6.72,4.14 +16051,1.06,Ideal,G,VS2,62.7,55.0,6411,6.53,6.49,4.08 +79,0.26,Very Good,D,VVS2,62.8,60.0,554,4.01,4.05,2.53 +19960,1.11,Ideal,H,VVS1,60.8,56.0,8508,6.68,6.76,4.08 +31333,0.36,Ideal,F,VS2,61.0,56.0,759,4.61,4.64,2.82 +35396,0.41,Ideal,G,VS1,59.8,57.0,899,4.81,4.86,2.89 +22469,1.6,Very Good,I,VS2,60.0,60.0,10497,7.55,7.59,4.54 +19593,1.51,Ideal,J,VS2,62.0,56.0,8217,7.3,7.34,4.54 +32638,0.25,Ideal,G,VS2,61.8,58.0,459,4.04,4.08,2.51 +25673,2.2,Ideal,J,SI1,61.5,57.0,14593,8.41,8.37,5.16 +29994,0.43,Premium,E,SI2,61.2,59.0,716,4.82,4.89,2.97 +18445,1.5,Premium,J,VS2,59.6,60.0,7503,7.38,7.31,4.38 +32527,0.35,Very Good,H,VVS1,62.6,57.0,798,4.45,4.47,2.79 +22242,1.61,Very Good,E,SI2,62.6,60.0,10293,7.39,7.49,4.66 +40487,0.5,Fair,E,SI2,65.2,57.0,1141,4.96,4.91,3.22 +42471,0.53,Ideal,D,SI2,61.6,55.0,1316,5.21,5.24,3.22 +32805,0.34,Ideal,D,VS2,62.0,54.0,805,4.48,4.52,2.79 +45107,0.55,Ideal,F,VS2,61.3,54.0,1649,5.27,5.33,3.25 +23567,1.75,Ideal,G,SI2,61.6,54.8,11576,7.73,7.78,4.78 +53320,0.76,Very Good,G,SI1,62.6,56.0,2652,5.86,5.9,3.68 +44603,0.53,Premium,G,VS2,62.4,59.0,1607,5.16,5.13,3.21 +27711,0.32,Premium,H,VS2,61.9,58.0,648,4.39,4.37,2.71 +34766,0.41,Ideal,E,SI2,61.9,57.0,876,4.8,4.76,2.96 +20013,0.32,Premium,G,SI2,61.6,59.0,421,4.35,4.38,2.69 +2393,0.32,Ideal,H,VS1,61.1,56.0,561,4.44,4.46,2.72 +5948,0.74,Very Good,F,VVS2,61.5,55.1,3948,5.82,5.85,3.59 +41665,0.51,Very Good,E,SI2,63.3,56.0,1239,5.12,5.08,3.23 +16745,1.2,Very Good,G,SI1,63.5,56.0,6666,6.77,6.7,4.28 +27589,1.7,Premium,F,VS1,60.6,58.0,18430,7.68,7.71,4.66 +45681,0.54,Ideal,E,VS2,61.6,59.0,1695,5.21,5.24,3.22 +49744,0.72,Premium,D,SI2,61.3,59.0,2155,5.79,5.76,3.54 +22425,1.19,Ideal,F,VS1,60.5,57.0,10449,6.82,6.88,4.15 +30963,0.36,Ideal,G,VS1,61.3,56.0,746,4.6,4.64,2.83 +34029,0.43,Very Good,I,VVS2,62.8,58.0,850,4.8,4.82,3.02 +14218,1.23,Ideal,J,VS2,61.7,57.0,5763,6.87,6.8,4.22 +27815,0.28,Ideal,G,IF,62.4,55.0,650,4.17,4.2,2.61 +8334,1.0,Very Good,H,SI2,63.7,58.0,4395,6.31,6.35,4.03 +50327,0.58,Ideal,E,VS1,60.8,57.0,2241,5.41,5.42,3.29 +35203,0.33,Ideal,I,IF,62.1,55.0,891,4.44,4.41,2.75 +33568,0.43,Ideal,D,SI1,61.5,56.0,830,4.82,4.87,2.98 +50186,0.51,Very Good,F,VVS1,62.6,57.0,2223,5.06,5.1,3.18 +51449,0.5,Ideal,D,VVS2,60.7,57.0,2376,5.2,5.15,3.14 +2350,0.7,Ideal,G,VS2,62.7,54.0,3172,5.65,5.7,3.65 +51037,0.71,Premium,E,SI1,58.9,61.0,2329,5.79,5.75,3.4 +20838,1.52,Ideal,I,SI1,61.2,55.4,9067,7.38,7.45,4.54 +10628,0.73,Ideal,E,VVS1,62.0,56.0,4830,5.75,5.79,3.58 +44790,0.5,Premium,E,VS2,61.8,58.0,1624,5.07,5.09,3.14 +44362,0.55,Premium,F,VS2,62.2,58.0,1580,5.22,5.26,3.26 +24194,1.83,Very Good,E,SI2,62.0,57.0,12379,7.81,7.89,4.87 +1370,0.7,Ideal,G,SI1,61.7,55.0,2965,5.7,5.73,3.53 +17830,1.07,Ideal,E,VS2,60.0,56.0,7190,6.64,6.62,3.98 +45426,0.51,Fair,D,VS2,64.4,54.0,1668,5.06,5.03,3.25 +5427,1.03,Premium,G,SI2,63.0,60.0,3824,6.39,6.35,4.01 +14502,1.33,Ideal,J,SI1,62.4,54.0,5857,7.04,7.07,4.4 +11232,1.03,Very Good,H,SI2,62.8,59.0,4964,6.41,6.46,4.04 +42426,0.51,Very Good,F,SI1,63.1,54.0,1312,5.12,5.06,3.21 +35127,0.43,Premium,H,SI2,61.8,59.0,887,4.86,4.85,3.0 +43637,0.43,Very Good,E,VVS1,61.9,56.0,1433,4.81,4.85,2.99 +34818,0.36,Premium,E,VS2,62.5,58.0,878,4.57,4.52,2.84 +44691,0.5,Ideal,D,VS2,61.5,57.0,1612,5.07,5.11,3.13 +41204,0.41,Ideal,F,VVS1,61.2,57.0,1205,4.79,4.85,2.95 +32714,0.31,Ideal,F,VS2,61.9,55.0,802,4.35,4.31,2.68 +50375,0.7,Very Good,F,VS2,61.1,62.0,2250,5.64,5.69,3.46 +36438,0.31,Ideal,D,VS2,61.2,55.0,942,4.38,4.35,2.67 +9075,1.11,Ideal,H,SI2,61.3,60.0,4520,6.68,6.66,4.09 +7907,1.07,Ideal,H,SI2,59.2,57.0,4314,6.7,6.64,3.95 +41135,0.56,Good,H,SI1,63.2,57.0,1197,5.23,5.27,3.32 +3098,0.7,Ideal,F,VS1,61.5,55.0,3319,5.73,5.75,3.53 +37875,0.51,Ideal,J,SI1,61.5,56.0,1004,5.14,5.17,3.17 +32808,0.34,Ideal,E,VS1,62.1,56.0,805,4.48,4.5,2.79 +37464,0.42,Premium,G,VS1,60.6,58.0,984,4.95,4.82,2.96 +43837,0.52,Very Good,G,VS2,60.2,56.0,1446,5.23,5.27,3.16 +34624,0.31,Premium,F,VS1,61.8,60.0,872,4.39,4.35,2.7 +7338,0.91,Very Good,E,SI1,60.5,61.0,4211,6.19,6.23,3.76 +31975,0.26,Very Good,E,VS2,63.2,56.0,453,4.06,4.1,2.58 +23982,1.75,Ideal,I,VS2,61.0,56.0,12127,7.75,7.82,4.75 +24815,2.01,Ideal,F,SI2,62.9,56.0,13201,8.05,7.9,5.02 +7222,0.89,Ideal,D,SI2,60.8,56.0,4192,6.22,6.25,3.79 +26749,1.6,Ideal,G,IF,59.8,54.0,16547,7.75,7.63,4.6 +8773,1.01,Good,D,SI2,65.1,57.0,4468,6.27,6.32,4.1 +21033,0.31,Ideal,F,VS2,62.3,55.0,625,4.33,4.37,2.71 +53178,0.71,Premium,E,VS2,61.3,59.0,2630,5.7,5.76,3.51 +36399,0.31,Ideal,E,VS1,60.9,57.0,942,4.41,4.39,2.68 +23294,1.5,Premium,H,VS2,60.0,62.0,11322,7.41,7.38,4.44 +33366,0.41,Premium,G,VS2,61.6,58.0,827,4.73,4.78,2.93 +8494,1.07,Ideal,G,SI2,62.4,57.0,4419,6.56,6.58,4.1 +53825,0.7,Very Good,F,VS2,61.6,60.0,2737,5.59,5.65,3.46 +18919,1.38,Ideal,F,SI2,62.0,58.0,7767,7.12,7.17,4.43 +20223,1.43,Very Good,H,SI1,61.7,59.0,8654,7.23,7.29,4.48 +12613,1.02,Very Good,G,SI1,61.3,56.0,5291,6.43,6.53,3.97 +25854,1.5,Premium,E,VS2,61.8,59.0,14925,7.38,7.31,4.54 +43636,0.43,Premium,E,VVS1,59.5,58.0,1433,4.92,4.96,2.94 +35096,0.3,Ideal,F,IF,61.7,58.0,886,4.3,4.32,2.66 +19292,1.02,Ideal,F,VS1,61.0,56.0,8011,6.49,6.52,3.97 +24755,2.02,Ideal,I,SI2,61.7,57.0,13109,8.05,8.12,4.99 +53079,0.59,Ideal,F,VVS2,62.0,55.0,2611,5.36,5.38,3.33 +15906,2.15,Premium,H,I1,62.9,57.0,6357,8.25,8.2,5.18 +27113,2.2,Premium,H,SI1,61.2,59.0,17265,8.42,8.37,0.0 +18652,1.32,Ideal,I,VS1,61.2,57.0,7617,7.12,7.06,4.34 +6613,0.72,Ideal,D,VS2,61.0,55.0,4082,5.79,5.81,3.54 +33422,0.32,Ideal,H,VVS2,61.7,56.0,828,4.42,4.37,2.71 +25076,1.2,Ideal,E,VVS1,61.6,57.0,13597,6.83,6.78,4.19 +3845,0.91,Premium,H,SI1,60.9,58.0,3475,6.22,6.26,3.8 +25988,1.72,Ideal,H,VS2,61.9,56.0,15197,7.7,7.75,4.78 +48956,0.7,Very Good,H,SI1,62.0,60.0,2048,5.65,5.7,3.52 +49480,0.75,Good,G,SI2,63.9,62.0,2115,5.66,5.61,3.6 +7555,1.21,Ideal,H,SI1,62.9,57.0,4249,6.78,6.74,4.25 +48158,0.72,Very Good,H,SI2,63.5,58.0,1942,5.65,5.68,3.6 +36864,0.39,Ideal,F,VS1,62.2,56.0,958,4.63,4.7,2.9 +4845,0.75,Ideal,F,VVS2,61.9,54.0,3710,5.83,5.84,3.61 +40184,0.56,Ideal,J,SI1,61.8,58.0,1119,5.27,5.31,3.27 +11906,1.27,Premium,J,SI1,61.8,58.0,5121,6.97,6.91,4.29 +1498,0.75,Ideal,H,VVS2,62.0,55.1,2992,5.83,5.85,3.62 +1970,0.58,Ideal,F,VVS1,61.7,55.0,3090,5.36,5.39,3.31 +11007,1.15,Very Good,F,SI2,63.1,63.0,4915,6.67,6.57,4.18 +38303,0.28,Ideal,E,VS1,62.0,56.0,487,4.18,4.21,2.6 +39506,0.5,Ideal,G,SI2,62.1,55.0,1080,5.09,5.12,3.17 +47293,0.3,Premium,G,SI2,62.3,59.0,394,4.25,4.29,2.66 +6501,0.97,Premium,F,SI2,61.9,58.0,4063,6.31,6.35,3.92 +12745,1.2,Ideal,J,VS2,61.8,55.0,5318,6.84,6.86,4.23 +9725,1.06,Premium,E,SI2,61.7,62.0,4654,6.54,6.5,4.02 +23505,1.51,Very Good,I,VVS1,62.0,58.0,11512,7.27,7.31,4.52 +9159,1.02,Very Good,E,SI2,63.3,58.0,4540,6.31,6.4,4.02 +31405,0.3,Ideal,G,VVS1,61.7,54.0,764,4.32,4.34,2.67 +46174,0.5,Ideal,E,VS2,61.8,55.0,1746,5.11,5.06,3.14 +25621,1.94,Very Good,I,VS2,60.2,58.0,14489,8.04,8.1,4.86 +25250,1.58,Very Good,D,SI1,62.7,60.0,13869,7.37,7.41,4.63 +9974,0.72,Ideal,E,VVS1,61.6,56.0,4702,5.75,5.77,3.55 +47232,0.71,Good,I,VS2,64.0,59.0,1840,5.61,5.55,3.57 +53239,0.72,Ideal,F,SI1,61.5,58.0,2642,5.72,5.76,3.53 +23207,1.28,Very Good,G,VVS1,60.3,59.0,11214,6.99,7.03,4.23 +14167,1.01,Good,D,SI1,58.3,59.0,5747,6.59,6.61,3.85 +31419,0.3,Ideal,G,VVS1,61.5,55.0,764,4.33,4.35,2.67 +38651,0.44,Premium,E,SI1,62.9,58.0,1040,4.88,4.85,3.06 +37581,0.35,Ideal,D,VS1,63.0,57.0,990,4.51,4.48,2.83 +23947,1.82,Premium,G,SI2,61.3,58.0,12081,7.94,7.83,4.83 +45760,0.96,Fair,H,I1,66.9,60.0,1705,6.15,6.04,4.09 +711,1.03,Good,J,SI1,63.6,57.0,2855,6.38,6.29,4.03 +41266,0.31,Ideal,I,VS1,61.9,53.9,502,4.35,4.38,2.7 +41641,0.4,Ideal,H,IF,62.7,57.0,1238,4.7,4.68,2.94 +27859,0.3,Ideal,F,VS1,61.9,55.1,652,4.31,4.34,2.68 +20241,1.37,Premium,H,VS1,62.9,58.0,8669,7.12,7.07,4.46 +52020,0.73,Very Good,H,VS1,58.7,61.0,2446,5.9,5.95,3.48 +18240,1.64,Very Good,J,SI2,62.5,58.0,7409,7.48,7.56,4.7 +12621,1.0,Premium,G,SI1,62.2,58.0,5292,6.45,6.37,3.99 +31097,0.3,Very Good,G,VVS1,62.5,56.0,753,4.25,4.29,2.67 +35991,0.42,Ideal,G,VS1,61.9,56.0,921,4.77,4.82,2.97 +21805,1.53,Premium,I,VS1,62.0,57.0,9877,7.39,7.35,4.57 +48416,0.73,Premium,F,SI2,60.2,59.0,1971,5.87,5.82,3.52 +49309,0.3,Ideal,I,VVS1,62.1,54.0,540,4.29,4.31,2.67 +13122,1.01,Premium,E,SI1,62.4,59.0,5430,6.38,6.35,3.97 +12727,1.02,Ideal,H,VS2,61.2,56.0,5312,6.53,6.48,3.98 +253,0.63,Premium,E,VVS2,62.1,57.0,2789,5.48,5.41,3.38 +52879,0.74,Very Good,F,SI1,59.8,58.0,2583,5.89,5.94,3.54 +52363,0.54,Ideal,E,VVS2,61.1,56.0,2502,5.26,5.31,3.22 +50289,0.31,Very Good,G,VS1,62.7,54.0,542,4.35,4.36,2.73 +39831,0.5,Premium,E,SI2,62.4,59.0,1097,5.09,5.0,3.15 +20565,1.36,Premium,H,VS2,61.9,58.0,8877,7.15,7.09,4.41 +3766,0.9,Very Good,F,SI2,63.1,56.0,3457,6.18,6.12,3.88 +8711,0.31,Ideal,G,VS1,62.3,54.0,586,4.31,4.33,2.69 +12350,1.14,Premium,F,SI1,62.5,59.0,5228,6.67,6.65,4.16 +16839,1.56,Ideal,H,SI2,62.3,55.0,6716,7.39,7.35,4.59 +21241,1.51,Fair,H,SI1,65.4,59.0,9386,7.17,7.11,4.67 +12678,1.09,Premium,I,VS2,60.1,59.0,5306,6.74,6.67,4.03 +33024,0.3,Ideal,D,VVS2,61.9,55.0,814,4.28,4.31,2.66 +3513,0.85,Ideal,G,SI1,62.2,56.0,3403,6.06,6.09,3.78 +23435,1.58,Ideal,D,SI2,62.5,55.0,11428,7.39,7.45,4.64 +3993,0.71,Ideal,F,VS2,61.5,55.0,3516,5.74,5.77,3.54 +47712,0.51,Ideal,D,SI1,60.7,56.0,1884,5.18,5.2,3.15 +23408,1.5,Good,F,SI1,60.5,62.0,11399,7.32,7.38,4.45 +36223,0.36,Ideal,D,VS2,60.0,56.0,933,4.68,4.66,2.8 +22797,1.51,Very Good,H,VS2,63.5,60.0,10822,7.27,7.24,4.61 +36064,0.32,Ideal,D,VVS1,62.1,54.0,924,4.4,4.43,2.74 +14488,1.15,Premium,G,SI1,62.2,56.0,5851,6.76,6.68,4.18 +15374,0.4,Very Good,J,VS1,62.1,57.0,606,4.69,4.72,2.92 +24840,1.5,Very Good,G,VS2,63.5,54.0,13239,7.26,7.22,4.6 +38621,0.31,Good,H,VS2,63.1,57.0,489,4.27,4.32,2.71 +40255,0.38,Ideal,G,IF,62.0,54.0,1125,4.66,4.7,2.9 +42544,0.53,Premium,F,SI1,61.4,58.0,1324,5.19,5.17,3.18 +14863,1.44,Good,G,I1,63.2,54.8,5987,7.18,7.21,4.54 +30086,0.32,Ideal,H,VS1,61.3,55.0,720,4.43,4.41,2.71 +41737,0.41,Ideal,E,VVS2,62.3,56.0,1243,4.78,4.75,2.97 +22881,1.26,Very Good,G,VVS1,60.2,59.0,10922,6.98,7.07,4.23 +39283,0.3,Ideal,H,VS2,62.4,54.0,491,4.31,4.34,2.7 +39934,0.3,Good,H,VS1,63.2,58.0,491,4.22,4.26,2.68 +48941,0.52,Very Good,G,VVS1,59.2,58.0,2045,5.28,5.31,3.14 +32936,0.37,Premium,E,VS2,61.0,59.0,811,4.59,4.63,2.81 +45168,0.6,Ideal,F,SI1,62.7,54.0,1654,5.43,5.39,3.39 +51252,0.7,Ideal,F,SI2,62.0,56.0,2355,5.68,5.71,3.53 +26017,0.3,Very Good,D,VS1,63.0,56.0,645,4.27,4.33,2.71 +3354,0.71,Ideal,E,VS1,62.0,57.0,3380,5.72,5.66,3.53 +40983,0.5,Very Good,E,SI2,63.3,56.0,1181,5.09,5.05,3.21 +3277,1.0,Very Good,I,SI1,59.3,63.0,3360,6.52,6.47,3.85 +26400,2.39,Premium,H,SI1,61.8,58.0,15917,8.57,8.52,5.28 +1022,0.75,Premium,D,SI1,62.8,60.0,2903,5.78,5.74,3.62 +52103,0.7,Ideal,E,SI1,62.3,57.0,2459,5.67,5.7,3.54 +29241,0.37,Very Good,F,VS2,59.2,61.0,696,4.63,4.69,2.76 +8723,0.31,Good,I,VS1,63.9,55.0,586,4.3,4.28,2.74 +22592,1.56,Ideal,H,SI1,60.4,59.0,10642,7.5,7.53,4.54 +38452,0.31,Ideal,G,IF,62.0,54.0,1028,4.39,4.35,2.71 +35021,0.4,Very Good,E,SI1,63.5,57.0,882,4.72,4.7,2.99 +47105,0.51,Ideal,G,VVS2,61.6,56.0,1827,5.12,5.14,3.16 +17275,1.31,Very Good,I,VS2,61.2,58.0,6917,7.01,7.05,4.3 +14457,1.23,Good,I,VS1,63.6,59.0,5834,6.76,6.85,4.33 +3630,0.71,Ideal,G,VS1,61.7,56.0,3431,5.72,5.75,3.53 +3593,0.91,Ideal,H,SI2,60.3,57.0,3423,6.27,6.31,3.79 +29635,0.24,Ideal,G,VS1,61.8,56.0,442,3.99,4.04,2.48 +46378,0.54,Ideal,H,VS1,60.9,55.0,1762,5.28,5.3,3.22 +2587,1.1,Ideal,I,SI2,61.7,56.0,3216,6.65,6.6,4.09 +36526,0.4,Premium,E,SI1,62.0,55.0,945,4.74,4.68,2.92 +9254,1.05,Good,D,SI2,60.0,63.0,4560,6.59,6.64,3.97 +47089,0.73,Premium,H,SI2,60.5,57.0,1824,5.84,5.76,3.51 +31266,0.32,Very Good,H,SI1,62.2,56.0,449,4.36,4.39,2.72 +29548,0.38,Very Good,H,VS1,61.3,54.0,705,4.68,4.7,2.88 +29273,0.31,Good,E,SI1,63.7,57.0,698,4.31,4.29,2.74 +360,0.74,Fair,F,VS2,61.1,68.0,2805,5.82,5.75,3.53 +15024,1.0,Premium,G,VS2,59.3,60.0,6048,6.55,6.51,3.87 +25271,1.55,Ideal,G,VS2,61.6,55.0,13912,7.45,7.48,4.6 +30417,0.32,Premium,G,VVS2,62.3,58.0,730,4.35,4.38,2.72 +24191,2.09,Premium,F,SI2,61.2,57.0,12377,8.26,8.21,5.04 +16950,1.5,Very Good,H,SI2,63.3,57.0,6770,7.27,7.21,4.59 +23870,1.63,Ideal,I,VS2,61.8,56.0,11963,7.56,7.59,4.68 +36993,0.5,Ideal,H,SI2,62.4,55.0,964,5.09,5.11,3.18 +7292,0.91,Very Good,H,VS2,62.8,58.0,4201,6.15,6.17,3.87 +33607,0.31,Very Good,G,SI1,62.4,55.0,462,4.31,4.34,2.7 +45138,0.53,Ideal,I,IF,62.1,55.0,1654,5.18,5.22,3.23 +42035,0.53,Good,F,SI1,63.8,58.0,1268,5.12,5.17,3.28 +2365,0.7,Good,E,VS1,63.6,58.0,3175,5.67,5.62,3.59 +4228,1.2,Ideal,I,I1,61.9,56.0,3570,6.85,6.82,4.23 +28585,0.3,Premium,G,VS2,61.9,58.0,675,4.33,4.3,2.67 +44870,0.63,Ideal,G,SI1,61.7,54.0,1628,5.52,5.56,3.42 +16942,1.04,Premium,E,VS1,58.6,59.0,6765,6.68,6.64,3.9 +18557,1.01,Ideal,E,VS1,61.6,57.0,7565,6.45,6.41,3.96 +10927,1.04,Ideal,E,SI2,61.4,56.0,4892,6.56,6.5,4.01 +32335,0.3,Very Good,H,IF,62.9,58.0,789,4.26,4.29,2.69 +46505,0.56,Ideal,F,VS2,60.8,56.0,1778,5.33,5.3,3.23 +25021,0.38,Ideal,F,SI1,61.8,55.0,640,4.66,4.69,2.89 +42078,0.46,Very Good,F,VS2,59.6,58.2,1273,4.99,5.06,3.0 +14017,1.01,Good,G,VS2,63.7,56.0,5701,6.4,6.32,4.05 +26384,1.3,Ideal,E,IF,62.3,54.0,15874,6.97,7.03,4.36 +51912,0.73,Good,F,SI1,64.3,59.0,2435,5.67,5.62,3.63 +3757,0.9,Ideal,I,SI1,62.3,57.0,3455,6.12,6.15,3.82 +46546,0.51,Ideal,E,VS2,61.8,56.0,1781,5.14,5.12,3.17 +45698,0.5,Premium,E,VS1,58.8,62.0,1698,5.17,5.14,3.03 +15796,1.14,Premium,F,SI1,60.4,58.0,6320,6.82,6.79,4.11 +7957,0.9,Premium,H,VS2,60.4,59.0,4321,6.24,6.27,3.78 +5288,1.06,Ideal,H,SI2,60.4,57.0,3799,6.64,6.58,3.99 +18420,1.01,Very Good,D,VS2,59.8,60.0,7487,6.46,6.51,3.88 +48070,0.56,Ideal,H,VVS1,60.8,57.0,1929,5.3,5.35,3.24 +10755,1.09,Very Good,F,SI2,63.2,58.0,4853,6.54,6.49,4.12 +34690,0.3,Ideal,F,IF,60.5,60.0,873,4.34,4.36,2.63 +5781,1.29,Premium,E,I1,58.6,60.0,3901,7.18,7.12,4.19 +36219,0.36,Ideal,F,VS2,62.0,55.0,932,4.58,4.55,2.83 +31029,0.31,Ideal,F,VS2,62.2,56.0,749,4.39,4.36,2.72 +4077,0.31,Ideal,D,SI1,61.7,57.0,571,4.34,4.38,2.69 +48523,0.54,Ideal,G,VVS2,61.0,56.0,1985,5.25,5.3,3.22 +16583,1.01,Very Good,E,VS2,59.9,57.0,6622,6.52,6.57,3.92 +4148,1.01,Good,E,SI2,63.9,58.0,3546,6.31,6.37,4.05 +15540,1.31,Ideal,H,SI2,62.3,56.0,6225,7.0,6.97,4.35 +26358,0.32,Ideal,H,VVS2,61.9,55.0,645,4.37,4.39,2.71 +44460,0.54,Very Good,D,SI1,60.0,59.8,1593,5.3,5.34,3.18 +26999,1.02,Very Good,D,IF,61.7,59.0,17100,6.42,6.52,3.99 +8060,0.36,Very Good,H,VS2,61.0,55.0,583,4.62,4.66,2.83 +7443,0.9,Very Good,F,SI1,63.0,60.0,4232,6.09,6.13,3.85 +45018,0.54,Premium,I,VVS1,60.8,61.0,1637,5.28,5.22,3.19 +45213,0.51,Premium,E,VS2,61.3,58.0,1656,5.13,5.15,3.15 +24848,1.38,Ideal,G,VVS1,61.8,56.0,13250,7.15,7.12,4.41 +7726,0.26,Premium,E,VS1,61.9,58.0,580,4.11,4.1,2.54 +51337,0.55,Ideal,E,VVS2,61.1,57.0,2362,5.25,5.29,3.22 +22055,1.21,Premium,D,VS1,60.2,59.0,10083,6.89,6.86,4.14 +32033,0.44,Premium,E,SI1,62.3,58.0,778,4.85,4.88,3.03 +16926,1.69,Ideal,H,I1,62.0,56.0,6757,7.66,7.61,4.73 +761,0.81,Very Good,F,SI1,61.7,57.0,2858,6.0,6.05,3.72 +19338,1.26,Very Good,G,VS2,63.3,57.0,8040,6.88,6.93,4.37 +20701,0.31,Very Good,G,VS1,62.9,57.0,625,4.3,4.32,2.71 +23023,0.35,Premium,I,VS2,61.2,58.0,630,4.57,4.55,2.79 +415,0.35,Ideal,G,SI1,60.6,56.0,555,4.56,4.58,2.77 +17331,1.11,Very Good,G,VS2,62.2,57.0,6953,6.55,6.6,4.09 +12415,1.06,Premium,H,VS1,60.0,58.0,5236,6.65,6.61,3.98 +7623,1.01,Ideal,G,SI2,61.7,56.0,4260,6.47,6.43,3.98 +1121,0.71,Very Good,F,VS2,59.5,58.0,2918,5.82,5.87,3.48 +376,0.71,Premium,F,SI1,60.7,54.0,2809,5.84,5.8,3.53 +42361,0.61,Premium,F,SI2,60.9,58.0,1303,5.44,5.52,3.34 +34736,0.39,Ideal,E,VS1,60.2,56.0,876,4.78,4.79,2.88 +47473,0.64,Ideal,E,SI1,62.7,57.0,1859,5.54,5.47,3.45 +13802,1.03,Premium,H,VS1,62.0,59.0,5624,6.48,6.45,4.01 +43325,0.57,Very Good,F,SI1,62.6,58.0,1403,5.28,5.32,3.32 +17159,1.51,Very Good,J,SI1,61.2,62.0,6851,7.32,7.36,4.49 +7746,1.07,Premium,G,SI2,59.8,60.0,4278,6.7,6.65,3.99 +41199,0.51,Very Good,D,SI2,60.3,57.0,1204,5.15,5.17,3.11 +32323,0.36,Very Good,E,VS2,59.8,62.0,789,4.56,4.61,2.74 +45971,0.3,Good,G,VS2,63.5,55.0,526,4.22,4.25,2.69 +41887,0.5,Ideal,E,SI1,62.4,56.0,1259,5.03,5.07,3.15 +24787,1.51,Premium,G,VS2,60.8,60.0,13157,7.42,7.38,4.5 +53055,0.76,Ideal,F,SI1,60.1,57.0,2607,5.95,5.99,3.59 +46333,0.56,Good,F,VS1,63.0,59.0,1758,5.24,5.27,3.31 +30660,0.42,Very Good,G,SI1,62.9,54.0,737,4.79,4.81,3.02 +25480,2.27,Good,H,SI2,63.6,58.0,14249,8.37,8.29,5.3 +15759,1.25,Ideal,G,SI2,61.5,56.0,6300,7.0,6.92,4.28 +27118,2.05,Premium,E,SI2,62.5,56.0,17294,8.17,8.08,5.08 +32252,0.36,Very Good,E,VS2,61.3,60.0,789,4.55,4.59,2.8 +20702,0.31,Very Good,H,VVS2,61.9,58.0,625,4.3,4.33,2.67 +25697,0.33,Ideal,E,SI1,59.6,57.0,644,4.53,4.49,2.69 +3056,0.34,Premium,F,SI1,59.3,60.0,566,4.52,4.58,2.7 +3491,0.85,Premium,D,SI2,58.5,60.0,3398,6.23,6.21,3.64 +2522,1.04,Good,H,I1,63.9,58.0,3203,6.35,6.42,4.08 +52745,0.71,Ideal,I,VVS1,62.4,55.0,2559,5.69,5.76,3.57 +47254,0.51,Ideal,G,VVS2,61.6,56.0,1842,5.14,5.12,3.16 +2301,0.9,Very Good,H,SI2,63.0,55.0,3162,6.1,6.16,3.86 +29609,0.35,Premium,F,VS2,61.8,58.0,706,4.48,4.52,2.78 +40442,0.52,Premium,H,SI1,61.6,57.0,1138,5.2,5.15,3.19 +52408,0.71,Ideal,G,VS2,62.5,57.0,2511,5.72,5.68,3.56 +24100,1.51,Ideal,F,SI1,62.6,57.0,12252,7.31,7.25,4.56 +38713,0.36,Ideal,D,VVS2,61.6,57.0,1042,4.56,4.59,2.82 +46987,0.71,Good,G,SI2,63.6,58.0,1816,5.6,5.54,3.55 +39207,0.63,Ideal,J,SI2,61.4,54.0,1065,5.54,5.56,3.41 +3741,0.3,Good,F,VS1,63.7,56.0,570,4.26,4.28,2.72 +40125,0.41,Premium,F,VVS2,60.1,58.0,1115,4.79,4.83,2.89 +15417,1.28,Good,G,SI1,57.6,62.0,6175,7.17,7.13,4.12 +24308,2.11,Premium,J,SI2,60.7,60.0,12554,8.27,8.2,5.0 +38518,0.53,Good,I,SI1,61.3,62.0,1033,5.14,5.17,3.16 +9736,1.06,Premium,F,SI2,62.0,59.0,4656,6.57,6.52,4.06 +36949,0.3,Very Good,D,SI1,58.8,63.0,479,4.32,4.35,2.55 +7981,0.84,Ideal,G,VS1,61.8,56.0,4325,6.02,6.11,3.75 +35621,0.36,Very Good,G,SI2,61.9,56.0,473,4.55,4.59,2.83 +36901,0.41,Ideal,G,VVS2,60.9,56.0,960,4.81,4.84,2.94 +36764,0.3,Ideal,E,VVS1,61.2,57.0,956,4.36,4.33,2.66 +31349,0.42,Ideal,H,VS2,62.1,54.0,760,4.82,4.84,3.0 +26855,1.52,Premium,E,VS1,59.9,60.0,16779,7.47,7.39,4.45 +10474,1.01,Fair,F,VS2,66.1,61.0,4791,6.1,6.04,4.01 +23171,1.18,Ideal,E,VVS2,61.6,58.0,11184,6.78,6.82,4.19 +46015,0.53,Premium,G,VS1,63.0,58.0,1727,5.17,5.15,3.25 +35508,0.41,Good,E,SI1,63.6,58.0,904,4.74,4.72,3.01 +9315,1.11,Ideal,H,SI2,62.7,57.0,4578,6.59,6.66,4.14 +36655,0.3,Very Good,E,IF,60.9,59.0,949,4.29,4.32,2.62 +31910,0.3,Ideal,G,VS1,61.8,54.0,776,4.32,4.29,2.66 +23593,1.75,Ideal,J,VVS2,62.0,55.0,11609,7.7,7.73,4.78 +19072,1.39,Premium,G,SI1,61.3,59.0,7848,7.15,7.24,4.41 +41570,0.55,Very Good,E,SI2,62.5,54.0,1238,5.21,5.25,3.27 +12836,1.2,Very Good,I,SI1,63.8,57.0,5352,6.64,6.72,4.26 +13506,1.01,Premium,D,SI1,61.6,60.0,5543,6.47,6.43,3.97 +23111,1.36,Ideal,F,VS1,61.4,57.0,11132,7.25,7.09,4.4 +40109,0.5,Fair,E,SI1,65.1,58.0,1114,5.04,4.94,3.25 +50370,0.72,Ideal,J,VVS1,62.5,56.0,2249,5.71,5.74,3.58 +28919,0.3,Very Good,H,VVS1,63.0,58.0,684,4.22,4.25,2.67 +6735,0.31,Very Good,H,VVS2,61.2,55.0,578,4.41,4.44,2.7 +40371,0.48,Good,G,VS2,60.3,60.7,1130,5.06,5.11,3.06 +8552,0.91,Very Good,E,SI1,63.1,58.0,4434,6.17,6.12,3.88 +48308,0.33,Ideal,I,VS1,62.1,53.9,534,4.43,4.45,2.76 +13478,1.2,Ideal,J,VS1,61.3,56.0,5534,6.83,6.87,4.2 +13501,0.9,Ideal,G,VS1,62.1,56.0,5540,6.15,6.19,3.83 +5885,1.02,Very Good,I,SI1,62.9,58.0,3927,6.36,6.42,4.02 +13275,1.06,Premium,E,SI1,60.8,58.0,5485,6.59,6.54,3.99 +29346,0.31,Ideal,G,VS2,61.6,54.0,698,4.41,4.39,2.71 +20955,1.61,Good,H,SI2,63.8,62.0,9169,7.38,7.35,4.7 +31446,0.4,Good,J,VS2,64.0,57.0,765,4.7,4.67,3.0 +5209,1.0,Premium,I,SI2,62.5,56.0,3780,6.38,6.3,3.96 +17356,1.21,Premium,E,SI1,62.3,58.0,6963,6.77,6.74,4.21 +17078,1.06,Ideal,G,VS2,61.3,57.0,6809,6.56,6.58,4.03 +27215,1.57,Ideal,E,VS2,60.5,57.0,17548,7.53,7.57,4.57 +16128,1.01,Good,F,VS2,63.9,58.0,6446,6.39,6.32,4.06 +52198,0.7,Premium,G,VS2,62.1,58.0,2479,5.68,5.63,3.51 +44069,0.55,Ideal,E,SI1,61.7,56.0,1551,5.24,5.29,3.25 +17626,1.01,Very Good,F,VS2,62.1,57.0,7098,6.38,6.43,3.98 +15746,1.0,Very Good,F,VS2,63.2,59.0,6296,6.35,6.3,4.0 +41327,0.31,Ideal,E,IF,61.5,56.0,1214,4.35,4.4,2.69 +11955,1.03,Premium,H,SI1,59.5,58.0,5134,6.64,6.58,3.93 +11806,1.06,Very Good,E,SI1,61.4,58.0,5090,6.53,6.62,4.04 +52818,0.71,Very Good,E,SI1,62.0,59.0,2573,5.69,5.76,3.55 +27667,2.04,Ideal,G,SI1,59.0,57.0,18663,8.32,8.37,4.92 +22016,1.5,Premium,I,VS1,62.7,59.0,10080,7.3,7.25,4.56 +34719,0.37,Good,D,SI1,63.7,55.0,874,4.59,4.55,2.91 +23179,2.0,Very Good,J,SI1,63.3,59.0,11189,7.95,7.89,5.01 +32974,0.37,Ideal,E,VS2,62.0,57.0,811,4.6,4.63,2.86 +7160,0.9,Very Good,G,VS2,62.4,60.0,4182,6.07,6.11,3.8 +49566,0.6,Ideal,G,VS1,61.6,56.0,2131,5.44,5.47,3.36 +14636,1.07,Ideal,F,SI1,60.6,57.0,5909,6.62,6.67,1.07 +28384,0.33,Premium,I,VS1,62.7,58.0,668,4.43,4.4,2.77 +20462,1.17,Ideal,F,VS1,62.2,56.0,8806,6.77,6.74,4.2 +27327,2.0,Good,F,SI1,63.0,64.0,17869,7.67,7.76,4.86 +25866,2.01,Fair,E,SI2,62.1,66.0,14948,7.99,7.92,4.94 +35080,0.3,Very Good,F,IF,62.5,56.0,886,4.27,4.3,2.68 +18143,1.54,Good,J,SI1,62.9,62.0,7349,7.3,7.36,4.61 +29046,0.4,Very Good,E,SI1,61.4,58.0,687,4.77,4.81,2.94 +26301,1.72,Premium,G,VS2,61.1,58.0,15801,7.69,7.73,4.71 +13379,0.32,Ideal,H,SI2,61.5,56.0,420,4.43,4.45,2.73 +10346,1.01,Premium,H,VS2,62.3,62.0,4769,6.39,6.35,3.97 +43312,0.5,Good,D,VS2,64.1,61.0,1402,4.98,5.01,3.2 +32015,0.3,Ideal,D,VS2,61.0,55.0,778,4.38,4.34,2.66 +40259,0.4,Premium,H,VVS2,60.9,58.0,1125,4.79,4.74,2.9 +41362,0.52,Premium,H,SI1,62.6,55.0,1219,5.16,5.12,3.22 +31327,0.32,Ideal,E,VS1,61.9,56.0,758,4.38,4.41,2.72 +21142,1.39,Ideal,H,VVS2,61.2,54.0,9298,7.23,7.25,4.43 +32633,0.31,Very Good,F,SI1,58.8,59.0,459,4.44,4.5,2.63 +50518,0.7,Premium,E,SI2,62.1,59.0,2273,5.65,5.63,3.5 +48078,0.56,Ideal,E,VS1,61.3,55.0,1930,5.29,5.32,3.25 +5532,1.0,Premium,F,SI2,61.7,57.0,3853,6.42,6.35,3.94 +24535,1.52,Premium,D,SI1,59.2,61.0,12823,7.59,7.55,4.48 +15217,1.01,Premium,G,VS2,61.5,60.0,6108,6.45,6.42,3.96 +472,0.7,Premium,E,VS1,62.7,57.0,2818,5.68,5.64,3.55 +8626,0.71,Ideal,E,VVS2,61.7,56.0,4447,5.78,5.8,3.57 +4758,0.9,Premium,D,SI1,59.5,57.0,3689,6.29,6.21,3.72 +36551,0.4,Premium,E,SI1,60.1,59.0,945,4.82,4.76,2.88 +7532,0.84,Premium,F,VVS2,60.4,62.0,4243,6.15,6.1,3.7 +36340,0.32,Premium,G,VVS2,62.3,58.0,936,4.38,4.35,2.72 +20431,1.22,Ideal,F,VS2,61.5,57.0,8783,6.87,6.91,4.24 +20419,1.06,Ideal,F,VVS2,61.1,57.0,8776,6.62,6.57,4.03 +36803,0.3,Ideal,G,IF,61.4,57.0,956,4.37,4.33,2.67 +9705,0.32,Ideal,D,SI1,59.3,55.0,589,4.51,4.53,2.68 +36744,0.38,Ideal,D,VS2,61.5,56.0,954,4.66,4.7,2.88 +17079,1.04,Ideal,G,VS2,61.9,54.0,6809,6.53,6.56,4.05 +34316,0.43,Very Good,D,SI2,63.1,59.0,858,4.81,4.8,3.03 +4070,0.31,Very Good,D,SI1,63.0,55.0,571,4.32,4.34,2.73 +11929,1.01,Ideal,H,SI1,62.6,55.0,5126,6.41,6.44,4.02 +29379,0.31,Very Good,E,SI1,63.4,55.0,698,4.35,4.32,2.75 +30929,0.34,Ideal,E,VS2,62.4,56.0,745,4.45,4.49,2.79 +3769,1.04,Very Good,J,SI2,62.8,57.0,3459,6.44,6.5,4.06 +12685,1.01,Good,F,SI1,63.9,59.0,5309,6.29,6.32,4.03 +20047,0.28,Ideal,E,VS1,62.0,56.0,625,4.21,4.18,2.6 +29641,0.35,Ideal,F,VS2,61.5,57.0,706,4.52,4.56,2.79 +52450,0.71,Premium,G,VS2,62.8,58.0,2515,5.74,5.69,3.59 +41582,0.25,Very Good,D,VS1,60.8,60.0,388,4.07,4.09,2.48 +49121,0.7,Good,H,SI1,63.4,61.0,2066,5.58,5.62,3.55 +7914,0.9,Very Good,E,SI1,62.6,61.0,4315,6.06,6.11,3.81 +38026,0.33,Premium,H,IF,61.7,59.0,1010,4.45,4.43,2.74 +5726,0.25,Very Good,D,VVS2,58.8,59.0,575,4.11,4.16,2.43 +23914,1.07,Ideal,E,VVS2,61.3,56.0,12031,6.57,6.62,4.04 +24144,1.7,Very Good,I,VS1,62.3,58.1,12311,7.57,7.66,4.74 +39625,0.3,Very Good,G,VS2,61.1,62.0,491,4.28,4.33,2.63 +10688,1.0,Good,F,SI1,64.9,57.0,4844,6.25,6.32,4.08 +27616,2.0,Premium,F,SI1,62.6,59.0,18493,8.1,8.04,5.05 +38242,0.41,Ideal,D,VS1,61.2,57.0,1018,4.77,4.81,2.93 +35186,0.31,Ideal,G,IF,61.3,56.0,891,4.38,4.4,2.69 +38163,0.34,Ideal,E,VVS1,62.1,57.0,1014,4.46,4.5,2.78 +41141,0.5,Very Good,G,SI1,62.9,59.0,1197,5.06,5.09,3.19 +48624,0.59,Very Good,F,SI1,63.4,54.0,2000,5.35,5.4,3.41 +47599,0.62,Ideal,H,VS1,61.4,56.0,1878,5.47,5.51,3.37 +20987,1.2,Very Good,F,VS1,61.6,61.0,9203,6.81,6.86,4.21 +42008,0.51,Ideal,E,SI2,62.7,53.0,1265,5.12,5.09,3.2 +38623,0.31,Good,I,VS1,63.5,57.0,489,4.26,4.28,2.71 +22922,1.25,Very Good,G,VVS1,60.6,60.0,10962,6.92,6.95,4.2 +417,0.32,Very Good,F,VS2,61.4,58.0,556,4.37,4.42,2.7 +42373,0.57,Ideal,H,SI1,61.6,60.0,1304,5.33,5.35,3.29 +14242,1.11,Good,F,SI1,63.1,56.0,5769,6.59,6.63,4.17 +14140,1.2,Ideal,I,VS2,62.3,57.0,5736,6.74,6.8,4.22 +30559,0.31,Premium,D,VS2,61.2,59.0,734,4.32,4.37,2.66 +31191,0.32,Ideal,D,SI1,62.0,57.0,756,4.42,4.38,2.73 +12367,0.26,Very Good,F,VVS1,62.0,59.0,597,4.08,4.15,2.55 +18061,1.51,Premium,I,SI2,62.6,59.0,7292,7.31,7.28,4.57 +40913,0.42,Ideal,G,VVS1,61.6,55.0,1179,4.82,4.85,2.98 +30204,0.42,Ideal,J,VS1,62.7,57.0,723,4.75,4.79,2.99 +18715,0.27,Very Good,E,VVS1,59.9,57.0,620,4.23,4.25,2.54 +30527,0.44,Ideal,H,SI1,61.9,57.0,733,4.9,4.92,3.04 +45373,0.5,Good,G,VVS2,64.1,56.0,1666,5.02,5.06,3.23 +17003,1.01,Ideal,F,VS2,62.1,57.0,6787,6.46,6.42,4.0 +26617,2.28,Premium,J,VS2,62.4,58.0,16369,8.45,8.35,5.24 +29009,0.34,Premium,F,VS2,61.2,59.0,686,4.47,4.52,2.75 +38530,0.34,Ideal,E,VS1,61.2,57.0,1033,4.51,4.45,2.74 +34633,0.31,Ideal,E,VS2,61.5,55.0,872,4.41,4.37,2.7 +44322,0.33,Ideal,I,VS1,61.6,57.0,521,4.41,4.46,2.73 +16949,1.01,Very Good,F,VS2,62.3,59.0,6770,6.37,6.41,3.98 +18416,1.02,Premium,F,VS1,61.9,58.0,7485,6.5,6.45,4.01 +1345,0.96,Premium,E,SI2,60.4,56.0,2961,6.32,6.23,3.79 +1572,0.71,Very Good,E,VS1,63.2,60.0,3006,5.63,5.6,3.55 +18936,1.08,Ideal,F,VS2,61.0,57.0,7781,6.61,6.68,4.06 +10781,1.01,Ideal,F,SI2,62.9,57.0,4858,6.35,6.41,4.01 +42782,0.52,Good,G,VS2,63.3,57.0,1349,5.09,5.11,3.23 +52330,0.75,Premium,H,VS2,59.1,58.0,2496,5.93,6.02,3.53 +45869,0.51,Ideal,D,VS2,61.4,57.0,1716,5.13,5.16,3.16 +13000,1.09,Premium,G,SI1,60.2,60.0,5402,6.7,6.66,4.02 +4859,0.91,Very Good,G,SI1,63.5,61.0,3710,6.1,6.05,3.86 +36878,0.42,Ideal,E,VS2,62.1,56.0,958,4.77,4.8,2.97 +32341,0.3,Very Good,G,VVS1,62.1,56.0,789,4.29,4.31,2.67 +44356,0.55,Ideal,F,VS2,62.7,55.0,1580,5.24,5.26,3.29 +11146,1.04,Ideal,I,SI1,61.9,54.0,4941,6.51,6.57,4.05 +50578,0.56,Premium,E,VVS2,61.5,58.0,2279,5.3,5.33,3.27 +11570,1.23,Very Good,G,SI2,60.8,59.0,5037,6.88,6.97,4.21 +9335,1.2,Very Good,J,SI2,61.8,60.0,4580,6.76,6.83,4.2 +40162,0.32,Ideal,H,IF,61.1,56.0,1116,4.46,4.45,2.72 +10160,1.07,Very Good,I,SI1,59.1,59.0,4728,6.68,6.71,3.96 +13330,0.9,Very Good,H,VS2,62.6,59.0,5502,6.07,6.16,3.83 +42252,0.5,Very Good,E,SI1,59.4,60.0,1293,5.14,5.16,3.06 +48608,0.57,Very Good,D,VS2,61.4,56.0,1998,5.34,5.37,3.29 +18496,1.03,Ideal,E,VS2,61.7,56.0,7533,6.45,6.54,4.01 +13214,1.14,Premium,H,SI1,59.3,59.0,5458,6.8,6.76,4.02 +3772,0.73,Ideal,G,VS1,60.9,59.0,3459,5.79,5.83,3.54 +32079,0.33,Ideal,D,VS2,61.8,56.0,781,4.45,4.48,2.76 +7418,1.02,Premium,F,SI2,62.7,59.0,4227,6.45,6.38,4.02 +52979,0.3,Premium,D,SI1,59.7,59.0,552,4.34,4.37,2.6 +31823,0.4,Good,D,SI2,64.0,56.0,775,4.7,4.64,2.99 +24903,1.5,Premium,F,VS2,62.4,57.0,13333,7.38,7.29,4.58 +23245,1.31,Premium,G,VVS2,59.6,61.0,11255,7.23,7.14,4.28 +16222,1.2,Ideal,H,SI1,60.8,57.0,6485,6.9,6.88,4.19 +12323,1.01,Very Good,E,SI1,59.5,60.0,5224,6.49,6.55,3.88 +45654,0.25,Ideal,H,IF,61.4,57.0,525,4.05,4.08,2.49 +16916,2.03,Fair,F,I1,65.6,56.0,6753,7.89,7.86,5.16 +25521,1.64,Premium,G,VS2,62.4,58.0,14330,7.52,7.49,4.68 +45430,0.54,Ideal,I,IF,60.8,56.0,1669,5.28,5.37,3.24 +35503,0.41,Very Good,E,SI1,60.5,63.0,904,4.81,4.77,2.9 +6806,1.05,Ideal,J,VS1,62.8,57.0,4116,6.45,6.41,4.04 +27861,0.33,Good,D,VS2,61.8,61.0,652,4.4,4.44,2.73 +16323,1.08,Premium,G,VS2,60.1,59.0,6532,6.7,6.64,4.01 +8263,1.02,Premium,G,SI1,61.9,58.0,4381,6.47,6.42,3.99 +20846,1.78,Good,G,SI2,63.8,57.0,9071,7.73,7.62,4.9 +45457,0.5,Ideal,E,VS1,61.9,55.0,1675,5.08,5.13,3.16 +44097,0.52,Ideal,E,SI1,61.6,55.0,1555,5.16,5.19,3.19 +36328,0.32,Premium,G,VVS2,60.9,61.0,936,4.41,4.39,2.68 +53385,0.7,Ideal,F,SI1,62.6,55.0,2662,5.67,5.68,3.55 +44614,0.53,Premium,E,SI1,60.0,60.0,1607,5.27,5.24,3.21 +39874,0.45,Fair,F,VS2,65.8,55.0,1102,4.81,4.73,3.14 +15715,0.36,Premium,G,SI2,59.3,59.0,608,4.66,4.62,2.75 +52512,0.7,Premium,F,SI1,62.1,58.0,2527,5.7,5.64,3.52 +42003,0.59,Very Good,F,SI2,63.7,57.0,1265,5.31,5.36,3.4 +17185,1.02,Very Good,G,VS1,63.3,58.0,6861,6.42,6.38,4.05 +1600,1.2,Fair,I,I1,66.2,55.0,3011,6.61,6.51,4.34 +52085,0.77,Premium,H,SI1,60.9,60.0,2457,5.89,5.87,3.58 +20998,1.13,Ideal,G,VVS1,61.2,57.0,9214,6.72,6.65,4.09 +45292,0.51,Premium,E,VS2,59.2,61.0,1662,5.17,5.16,3.06 +6905,0.9,Good,G,VS2,64.4,62.0,4135,5.97,6.02,3.86 +39974,0.43,Fair,E,VS2,60.5,59.0,1107,4.92,4.9,2.97 +13445,1.0,Very Good,F,SI1,63.3,58.0,5521,6.34,6.36,4.02 +22161,1.24,Very Good,E,VS1,59.9,61.0,10202,6.96,6.99,4.18 +18963,1.24,Premium,G,VS1,62.0,59.0,7800,6.92,6.88,4.28 +51244,0.72,Ideal,H,SI1,62.3,54.0,2354,5.78,5.75,3.59 +45512,0.51,Ideal,E,SI1,61.5,57.0,1682,5.11,5.16,3.16 +24990,2.09,Very Good,I,SI2,63.1,60.0,13500,8.04,8.12,5.1 +39632,0.34,Ideal,E,VVS1,62.2,56.0,1084,4.46,4.44,2.77 +42174,0.56,Premium,F,SI2,60.4,60.0,1286,5.35,5.32,3.22 +43228,0.4,Ideal,E,VVS1,61.5,56.0,1397,4.73,4.7,2.9 +34403,0.34,Ideal,H,IF,62.0,53.0,863,4.49,4.51,2.79 +3161,0.95,Very Good,H,SI2,59.0,59.0,3335,6.38,6.51,3.77 +48420,0.51,Premium,G,VVS1,61.6,59.0,1971,5.12,5.08,3.14 +14240,1.09,Ideal,F,SI1,62.0,56.0,5768,6.61,6.56,4.08 +20450,1.22,Very Good,G,VS1,61.2,58.0,8795,6.84,6.86,4.19 +36870,0.42,Ideal,E,VS2,61.3,56.0,958,4.81,4.85,2.96 +8014,1.03,Premium,E,SI2,61.4,58.0,4328,6.49,6.45,3.97 +19925,1.01,Premium,F,VVS2,61.8,59.0,8470,6.46,6.42,3.98 +6075,0.91,Ideal,E,SI2,61.5,56.0,3968,6.2,6.23,3.82 +20733,1.59,Ideal,I,SI2,60.5,55.0,8975,7.62,7.55,4.59 +26000,4.01,Premium,J,I1,62.5,62.0,15223,10.02,9.94,6.24 +12187,1.01,Fair,E,SI1,56.8,61.0,5185,6.59,6.62,3.75 +53640,0.3,Ideal,D,SI1,61.0,56.0,552,4.35,4.37,2.66 +888,0.71,Premium,D,VS2,61.2,59.0,2874,5.69,5.74,3.5 +21931,1.23,Very Good,G,VVS2,60.6,55.0,10004,6.93,7.02,4.23 +46327,0.51,Ideal,E,VS1,62.7,56.0,1758,5.14,5.1,3.21 +43645,0.5,Good,F,VS2,58.8,64.0,1433,5.21,5.16,3.05 +49419,0.65,Ideal,H,VS1,61.8,55.0,2106,5.6,5.56,3.45 +37357,0.4,Premium,F,VS1,62.4,59.0,982,4.67,4.69,2.92 +30597,0.31,Premium,D,VS2,60.7,59.0,734,4.35,4.38,2.65 +18256,1.07,Very Good,D,VS2,62.4,57.0,7415,6.51,6.59,4.09 +51430,0.63,Ideal,D,VS2,62.1,55.0,2373,5.5,5.52,3.42 +38156,0.32,Ideal,D,VVS2,62.2,56.0,1014,4.41,4.37,2.73 +21681,1.5,Very Good,D,SI2,63.1,56.0,9783,7.17,7.28,4.56 +35548,0.35,Premium,H,VVS2,62.7,58.0,906,4.5,4.46,2.81 +4839,0.9,Very Good,I,VS2,63.0,60.0,3709,6.15,6.17,3.88 +44774,0.54,Ideal,F,VS2,62.8,57.0,1621,5.25,5.2,3.28 +3418,0.36,Good,H,VS2,63.7,55.0,568,4.49,4.52,2.87 +45572,0.52,Ideal,E,VS2,62.2,56.0,1689,5.11,5.15,3.19 +37429,0.34,Premium,D,VVS2,60.1,58.0,984,4.53,4.55,2.73 +47494,0.5,Ideal,G,VVS1,62.2,55.0,1865,5.09,5.14,3.18 +48892,0.57,Ideal,F,VS1,61.8,55.0,2039,5.33,5.35,3.3 +13281,1.12,Fair,G,VS1,64.8,56.0,5487,6.48,6.52,4.21 +23832,1.27,Premium,F,VVS2,61.3,60.0,11905,6.99,6.9,4.26 +41591,0.31,Premium,H,SI2,59.5,59.0,390,4.39,4.45,2.63 +42608,0.36,Premium,E,SI2,60.6,59.0,505,4.57,4.61,2.78 +38297,0.3,Ideal,G,SI1,61.8,56.0,487,4.31,4.34,2.67 +12879,1.17,Premium,F,SI1,61.9,60.0,5366,6.72,6.66,4.14 +50644,0.31,Ideal,H,VS1,62.2,57.0,544,4.34,4.37,2.71 +13689,1.01,Ideal,E,SI1,62.6,57.0,5599,6.43,6.38,4.01 +32406,0.37,Premium,F,SI1,61.5,59.0,791,4.62,4.59,2.83 +16135,1.22,Premium,G,SI1,62.1,58.0,6449,6.89,6.84,4.26 +9465,1.01,Fair,E,SI2,57.1,59.0,4600,6.65,6.69,3.81 +38455,0.44,Premium,E,SI2,59.7,61.0,1028,4.97,4.91,2.95 +11910,0.9,Ideal,F,SI1,61.0,56.0,5122,6.17,6.19,3.77 +31924,0.3,Premium,G,VS1,62.0,60.0,776,4.28,4.23,2.64 +18774,1.03,Premium,E,VS1,59.6,59.0,7677,6.57,6.59,3.92 +16720,0.31,Very Good,E,VS1,64.0,55.0,610,4.29,4.33,2.76 +15737,1.01,Ideal,G,VS2,62.0,54.9,6295,6.41,6.44,3.99 +34628,0.31,Ideal,E,VS2,61.4,54.0,872,4.41,4.38,2.7 +10710,1.64,Fair,G,I1,64.5,60.0,4849,7.44,7.35,4.76 +4542,1.0,Good,I,SI1,57.6,61.0,3640,6.56,6.52,3.77 +37817,0.36,Very Good,G,IF,60.4,62.0,1002,4.6,4.64,2.79 +9859,1.02,Very Good,F,SI1,63.5,57.0,4678,6.4,6.35,4.05 +30591,0.31,Ideal,E,VS1,61.8,56.0,734,4.33,4.34,2.68 +21310,1.04,Ideal,G,VVS2,61.7,56.0,9465,6.5,6.54,4.02 +47720,0.59,Premium,H,VVS2,62.3,55.0,1886,5.42,5.33,3.35 +16948,1.08,Ideal,G,VS2,60.3,59.0,6769,6.62,6.64,4.0 +34564,0.38,Ideal,H,VS1,60.6,57.0,871,4.7,4.73,2.85 +33792,0.32,Premium,E,VVS2,61.1,58.0,842,4.42,4.45,2.71 +31992,0.3,Premium,F,VS2,62.2,60.0,776,4.27,4.22,2.64 +27509,2.19,Premium,E,SI2,62.4,61.0,18232,8.31,8.23,5.16 +3935,0.71,Ideal,F,VVS2,62.0,57.0,3499,5.7,5.65,3.52 +33345,0.41,Premium,G,VS2,62.4,58.0,827,4.72,4.76,2.96 +53060,0.54,Premium,E,VS1,62.7,60.0,2608,5.14,5.1,3.21 +8483,1.06,Ideal,H,VS2,62.4,57.0,4416,6.54,6.48,4.06 +26487,2.16,Very Good,I,VS2,58.6,60.0,16080,8.48,8.55,4.99 +40918,0.42,Ideal,G,VVS1,60.6,56.0,1179,4.86,4.88,2.95 +44856,0.5,Very Good,D,VS2,62.8,60.0,1627,5.02,5.08,3.17 +16125,0.91,Ideal,D,VS2,60.9,57.0,6444,6.26,6.32,3.83 +12277,1.2,Very Good,H,SI2,58.8,61.0,5211,6.94,6.98,4.09 +4595,0.9,Very Good,I,VS1,63.3,58.0,3656,6.07,6.1,3.85 +33234,0.4,Good,H,VVS2,59.1,61.0,823,4.79,4.82,2.84 +32312,0.3,Very Good,G,VVS1,62.1,61.0,789,4.27,4.3,2.66 +23536,1.51,Premium,H,VS2,60.2,60.0,11540,7.35,7.33,4.42 +19200,1.0,Very Good,G,VVS2,62.7,57.0,7950,6.32,6.37,3.98 +44145,0.51,Very Good,D,SI1,63.2,55.0,1562,5.12,5.07,3.22 +22119,1.5,Very Good,I,IF,62.9,58.0,10147,7.21,7.31,4.57 +4653,0.9,Premium,G,SI1,62.0,61.0,3669,6.13,6.07,3.78 +18547,1.5,Premium,E,SI2,61.1,58.0,7560,7.34,7.31,4.47 +40073,0.54,Ideal,I,SI1,61.4,56.0,1114,5.25,5.27,3.23 +47276,0.7,Premium,J,SI1,62.8,59.0,1844,5.65,5.6,3.53 +36259,0.46,Ideal,E,SI2,61.3,55.0,935,4.98,5.0,3.06 +51431,0.7,Ideal,D,SI2,62.6,57.0,2373,5.63,5.68,3.54 +12892,1.27,Very Good,I,SI2,59.7,57.0,5371,6.99,7.04,4.19 +10378,1.09,Ideal,J,VS2,43.0,54.0,4778,6.53,6.55,4.12 +21001,1.1,Ideal,G,VVS2,60.5,56.0,9215,6.76,6.7,4.07 +13692,1.01,Premium,F,SI1,61.9,56.0,5599,6.53,6.45,4.02 +49748,0.71,Good,H,SI1,64.0,61.0,2156,5.61,5.54,3.57 +9219,1.13,Ideal,H,SI2,62.0,57.0,4556,6.74,6.64,4.15 +4067,0.31,Good,D,SI1,63.4,55.0,571,4.28,4.3,2.72 +44990,0.31,Premium,J,VS1,60.7,60.0,523,4.39,4.34,2.65 +13282,1.38,Premium,G,SI2,58.3,59.0,5487,7.34,7.27,4.26 +12709,0.26,Premium,E,VVS1,61.8,58.0,599,4.11,4.14,2.55 +38345,0.32,Ideal,G,IF,62.4,55.0,1020,4.42,4.4,2.75 +19105,1.22,Premium,G,VS2,61.2,58.0,7870,6.91,6.81,4.2 +41516,0.44,Ideal,D,VS1,61.6,56.0,1235,4.85,4.92,3.01 +19922,2.5,Premium,H,I1,59.9,60.0,8467,8.75,8.67,5.22 +13743,1.22,Ideal,H,SI2,61.7,56.0,5602,6.93,6.87,4.26 +24635,2.18,Premium,J,SI2,62.6,58.0,12970,8.25,8.23,5.16 +47900,0.54,Ideal,G,VVS2,61.7,57.0,1914,5.23,5.26,3.23 +16126,1.0,Good,E,VS2,60.6,65.0,6445,6.29,6.36,3.83 +36654,0.4,Premium,E,VS2,61.2,60.0,949,4.79,4.68,2.9 +51158,0.72,Very Good,E,SI2,59.8,58.0,2345,5.84,5.86,3.5 +29979,0.38,Very Good,G,VS2,59.7,62.0,715,4.66,4.68,2.79 +37329,0.4,Ideal,G,VS2,62.8,54.0,980,4.7,4.67,2.94 +27555,1.7,Premium,E,VS2,58.6,62.0,18342,7.92,7.84,4.62 +24242,2.01,Fair,G,SI2,56.2,63.0,12450,8.28,8.23,4.64 +25695,0.36,Ideal,F,SI1,59.7,57.0,644,4.69,4.72,2.81 +40361,0.43,Premium,D,VS2,60.2,59.0,1129,4.92,4.88,2.95 +40600,0.38,Ideal,F,I1,62.5,57.0,497,4.61,4.64,2.89 +32446,0.43,Very Good,H,VS2,61.9,55.0,792,4.8,4.95,3.02 +9328,1.0,Very Good,E,SI2,63.3,58.0,4579,6.35,6.32,4.01 +39082,0.38,Very Good,F,VVS2,61.9,59.7,1060,4.64,4.65,2.87 +46734,0.53,Ideal,G,VVS2,62.3,54.0,1797,5.18,5.2,3.24 +42463,0.5,Very Good,E,SI1,60.7,61.0,1316,5.09,5.12,3.1 +30432,0.32,Ideal,G,VVS2,62.1,57.0,730,4.4,4.42,2.74 +40965,0.37,Ideal,E,VVS1,61.5,56.0,1179,4.64,4.59,2.84 +12382,0.35,Ideal,I,VVS2,62.0,54.0,598,4.54,4.56,2.82 +31361,0.43,Ideal,E,SI1,62.6,56.0,760,4.79,4.82,3.01 +26771,1.53,Premium,G,VVS1,60.6,58.0,16601,7.49,7.45,4.53 +39421,0.41,Premium,F,VS1,60.8,58.0,1076,4.82,4.76,2.91 +53751,0.72,Ideal,G,VS1,62.7,55.0,2724,5.71,5.68,3.57 +11796,1.18,Very Good,E,SI2,62.5,60.0,5088,6.7,6.74,4.2 +46872,0.53,Ideal,E,VS2,61.9,55.0,1813,5.22,5.19,3.22 +29195,0.4,Ideal,E,SI1,62.4,54.0,694,4.72,4.74,2.95 +14922,1.5,Good,G,SI2,57.5,63.0,6006,7.53,7.49,4.32 +18036,0.35,Ideal,E,SI1,62.3,56.0,614,4.53,4.56,2.83 +39740,0.35,Ideal,G,VVS2,61.2,55.0,1092,4.62,4.59,2.82 +48632,0.34,Premium,J,VS2,62.3,60.0,536,4.49,4.46,2.79 +48133,0.9,Premium,G,I1,62.3,53.0,1939,6.16,6.12,3.82 +44290,0.52,Very Good,I,VVS1,63.1,58.0,1577,5.13,5.1,3.23 +11134,1.0,Premium,F,SI1,62.8,59.0,4939,6.36,6.32,3.98 +6595,0.9,Premium,G,VS2,60.6,61.0,4079,6.19,6.13,3.73 +35963,0.28,Ideal,H,VS1,62.1,55.0,476,4.17,4.21,2.6 +52331,0.73,Premium,I,VVS2,61.5,58.0,2496,5.73,5.78,3.54 +37704,0.41,Very Good,D,VS2,59.2,58.0,995,4.83,4.87,2.87 +34792,0.4,Premium,G,VS1,60.7,58.0,877,4.78,4.81,2.91 +20606,1.5,Good,I,VS1,63.3,58.0,8910,7.19,7.24,4.57 +19575,1.09,Premium,F,VS1,60.9,58.0,8204,6.67,6.63,4.05 +51811,0.71,Ideal,D,SI2,61.5,55.0,2416,5.72,5.8,3.54 +17120,1.32,Good,E,SI1,63.7,56.0,6830,6.96,6.88,4.41 +44587,0.53,Ideal,E,VS2,60.9,59.0,1607,5.17,5.21,3.16 +14084,1.01,Premium,F,SI1,58.9,60.0,5713,6.57,6.5,3.85 +52829,0.7,Ideal,G,VS1,61.4,55.0,2573,5.74,5.69,3.51 +14928,1.59,Premium,E,SI2,62.3,58.0,6010,7.42,7.37,4.61 +1537,0.9,Premium,I,SI2,60.6,60.0,3001,6.23,6.28,3.79 +14393,0.3,Very Good,G,VS1,62.9,58.0,605,4.27,4.32,2.7 +12189,1.15,Very Good,D,SI2,61.8,61.0,5186,6.62,6.69,4.11 +2458,0.71,Ideal,H,IF,62.0,54.0,3190,5.71,5.75,3.55 +35024,0.4,Good,E,SI1,63.9,55.0,882,4.72,4.67,3.0 +48531,0.71,Very Good,J,SI2,60.9,55.0,1986,5.76,5.87,3.54 +6354,0.9,Ideal,E,SI2,61.7,56.0,4034,6.21,6.26,3.85 +9312,1.12,Very Good,H,SI1,63.1,56.0,4576,6.62,6.59,4.17 +27320,2.18,Premium,G,SI2,61.9,60.0,17841,8.24,8.29,5.12 +30809,0.3,Ideal,E,VVS2,62.0,55.0,743,4.3,4.34,2.68 +13910,1.01,Ideal,F,VS2,61.0,56.0,5662,6.44,6.4,3.94 +35864,0.4,Ideal,I,IF,62.4,54.0,917,4.73,4.75,2.96 +53940,0.75,Ideal,D,SI2,62.2,55.0,2757,5.83,5.87,3.64 +53113,0.54,Ideal,E,VVS2,62.2,54.0,2616,5.23,5.26,3.26 +41421,0.58,Premium,F,SI2,63.0,56.0,1226,5.34,5.26,3.34 +29986,0.32,Ideal,E,VS2,61.5,56.0,716,4.43,4.45,2.73 +25005,1.25,Ideal,E,VVS1,62.6,56.0,13536,6.83,6.91,4.3 +27335,2.32,Ideal,J,VS1,62.5,54.5,17891,8.44,8.47,5.28 +22887,1.36,Premium,F,VS2,59.3,60.0,10929,7.23,7.2,4.28 +10765,1.01,Very Good,E,SI1,63.1,55.0,4853,6.41,6.34,4.02 +20657,1.04,Premium,F,VVS2,62.5,58.0,8946,6.46,6.37,4.01 +23846,1.58,Ideal,G,SI1,62.2,55.0,11927,7.44,7.5,4.65 +42371,0.51,Fair,D,SI1,65.2,55.0,1304,5.05,5.01,3.28 +24861,1.51,Good,G,VVS2,63.8,59.0,13275,7.28,7.24,4.63 +48630,0.77,Very Good,J,SI2,61.3,58.0,2001,5.84,5.91,3.6 +22918,1.5,Very Good,H,VS2,62.8,57.0,10959,7.25,7.3,4.57 +33541,0.35,Ideal,D,VS2,61.3,56.0,829,4.54,4.56,2.79 +3411,0.38,Ideal,F,SI2,61.3,55.0,568,4.67,4.69,2.87 +35168,0.31,Ideal,G,IF,61.4,55.0,891,4.36,4.4,2.69 +34484,0.43,Very Good,G,VS2,62.9,59.0,867,4.78,4.83,3.02 +27691,0.38,Ideal,I,VS2,60.5,56.0,648,4.71,4.74,2.85 +29256,0.32,Ideal,H,VVS1,61.4,55.0,698,4.4,4.46,2.72 +22930,1.02,Ideal,D,VVS2,62.0,56.0,10967,6.43,6.48,4.0 +28445,0.31,Ideal,G,VVS2,61.5,57.0,671,4.32,4.36,2.67 +28172,0.36,Good,H,SI1,63.6,57.0,665,4.53,4.49,2.87 +7138,1.13,Fair,F,SI2,64.4,56.0,4176,6.58,6.52,4.22 +25430,1.81,Very Good,I,VS1,59.9,61.0,14177,7.85,7.91,4.72 +40408,0.31,Premium,E,IF,61.0,59.0,1133,4.39,4.36,2.67 +21416,1.62,Premium,E,SI2,60.8,59.0,9526,7.62,7.57,4.62 +26754,1.5,Premium,E,VS1,60.3,60.0,16558,7.43,7.34,4.45 +33976,0.3,Premium,F,IF,61.6,58.0,846,4.3,4.34,2.66 +45059,0.58,Premium,E,SI1,60.7,61.0,1641,5.47,5.27,3.28 +28953,0.31,Good,H,SI1,63.6,57.0,435,4.28,4.31,2.73 +50909,0.7,Fair,E,SI1,65.2,58.0,2318,5.57,5.54,3.62 +18727,1.2,Very Good,D,SI1,62.4,58.0,7646,6.75,6.78,4.23 +42593,0.5,Very Good,E,SI1,60.9,58.0,1331,5.1,5.14,3.12 +38798,0.31,Ideal,G,VVS1,60.8,56.0,1046,4.39,4.36,2.66 +51448,0.7,Ideal,E,SI2,60.5,56.0,2375,5.8,5.77,3.5 +44550,0.51,Ideal,E,VS2,61.5,58.0,1605,5.12,5.15,3.16 +53479,0.7,Good,D,SI1,62.6,60.0,2681,5.57,5.61,3.5 +47258,0.5,Very Good,G,VVS1,61.5,56.0,1843,5.11,5.14,3.15 +3879,1.02,Very Good,J,SI1,61.9,60.0,3483,6.37,6.42,3.96 +4631,0.73,Ideal,G,VVS1,61.3,56.0,3667,5.79,5.82,3.56 +14472,0.74,Ideal,D,VVS2,61.4,56.0,5841,5.82,5.87,3.58 +42009,0.51,Premium,E,SI2,61.7,58.0,1265,5.14,5.07,3.15 +27554,2.16,Ideal,I,VS1,62.7,56.0,18342,8.28,8.2,5.17 +51083,0.71,Very Good,G,SI1,61.7,56.0,2334,5.7,5.74,3.53 +41142,0.56,Very Good,H,SI1,61.3,60.0,1197,5.23,5.28,3.22 +31842,0.41,Ideal,J,VVS1,61.2,57.0,775,4.79,4.82,2.94 +40895,0.42,Ideal,E,VS1,60.6,57.0,1177,4.84,4.86,2.94 +7927,1.01,Premium,F,SI2,59.6,59.0,4317,6.59,6.52,3.91 +35737,0.3,Ideal,D,VS2,62.2,54.0,911,4.31,4.28,2.67 +1879,0.62,Premium,E,VVS1,61.9,59.0,3073,5.62,5.5,3.44 +18514,1.2,Ideal,G,VS2,61.9,56.0,7548,6.86,6.81,4.23 +21037,0.31,Good,G,VS1,63.3,56.0,625,4.29,4.33,2.73 +19368,0.4,Good,E,SI2,63.9,57.0,622,4.65,4.71,2.99 +5193,0.91,Very Good,G,VS2,62.7,63.0,3776,6.05,6.0,3.78 +3422,0.9,Very Good,I,VS2,63.2,54.0,3382,6.1,6.08,3.85 +24020,1.54,Ideal,F,SI1,61.9,56.0,12195,7.44,7.38,4.59 +36873,0.42,Ideal,E,VS2,62.3,55.0,958,4.77,4.83,2.99 +45904,0.52,Ideal,D,SI1,62.4,57.0,1720,5.18,5.14,3.22 +18951,1.21,Ideal,G,VS2,61.2,57.0,7792,6.9,6.85,4.21 +467,0.86,Premium,F,SI2,59.3,62.0,2818,6.36,6.22,3.73 +25213,1.51,Premium,G,VS1,62.5,58.0,13811,7.27,7.23,4.53 +33695,0.33,Ideal,G,VVS1,61.7,54.0,838,4.46,4.49,2.76 +9480,1.05,Ideal,H,SI2,61.8,58.0,4604,6.52,6.55,4.04 +23255,1.51,Very Good,E,SI1,61.4,60.0,11263,7.3,7.38,4.51 +38137,0.3,Premium,G,VVS1,62.4,57.0,1013,4.29,4.27,2.67 +53114,0.7,Ideal,I,VS1,61.9,56.0,2616,5.69,5.72,3.53 +45680,0.5,Ideal,E,VS2,61.3,55.0,1695,5.13,5.15,3.15 +44254,0.51,Good,D,SI1,63.6,57.0,1574,5.08,5.05,3.22 +45882,0.59,Ideal,G,SI1,61.8,56.0,1718,5.37,5.39,3.32 +52638,0.24,Very Good,F,VVS2,62.8,58.0,552,3.95,3.98,2.49 +38196,0.5,Very Good,D,SI2,63.1,56.0,1015,5.05,4.96,3.16 +486,0.73,Premium,D,SI1,61.7,55.0,2821,5.84,5.82,3.6 +35996,0.35,Ideal,H,IF,60.5,56.0,921,4.56,4.59,2.77 +10110,1.17,Fair,H,SI2,60.0,66.0,4717,6.86,6.78,4.09 +21538,1.51,Premium,I,VS1,60.0,58.0,9640,7.51,7.45,4.49 +632,0.82,Ideal,F,SI2,62.3,56.0,2841,5.96,6.02,3.73 +19831,1.03,Ideal,G,VVS1,62.0,56.0,8398,6.54,6.5,4.04 +25607,2.07,Premium,H,SI1,61.2,60.0,14476,8.2,8.12,4.99 +33667,0.3,Very Good,G,IF,58.4,62.0,835,4.4,4.43,2.58 +28777,0.33,Ideal,D,VS2,61.8,54.0,681,4.43,4.47,2.75 +42510,0.41,Ideal,F,VS2,61.5,56.0,1322,4.79,4.83,2.96 +11179,1.14,Ideal,I,SI1,62.2,56.0,4953,6.65,6.7,4.15 +36931,0.24,Very Good,F,VVS1,60.6,60.0,478,4.03,4.06,2.45 +28451,0.32,Ideal,D,VS2,62.1,53.0,671,4.42,4.44,2.75 +53474,0.76,Ideal,E,SI2,61.5,57.0,2680,5.83,5.87,3.6 +3863,0.72,Ideal,G,VS1,60.4,57.0,3478,5.81,5.84,3.52 +3743,0.3,Ideal,F,VS1,61.7,56.0,570,4.32,4.34,2.67 +26139,2.47,Ideal,J,SI2,62.1,57.0,15430,8.64,8.57,5.34 +14347,1.22,Ideal,I,SI1,62.6,57.0,5807,6.8,6.77,4.25 +50895,0.71,Premium,D,SI2,61.6,60.0,2317,5.7,5.64,3.49 +32038,0.3,Ideal,E,VVS2,62.2,54.4,779,4.3,4.32,2.68 +48534,0.71,Very Good,H,SI1,62.5,63.0,1986,5.66,5.63,3.53 +4715,0.28,Very Good,E,VVS2,64.0,54.0,572,4.11,4.17,2.65 +24564,2.18,Very Good,J,SI2,62.6,58.0,12853,8.23,8.25,5.16 +9314,1.06,Ideal,G,SI2,61.0,57.0,4578,6.56,6.61,4.02 +2742,0.61,Ideal,F,VVS2,61.4,56.0,3248,5.44,5.49,3.36 +45353,0.59,Premium,E,SI1,61.8,60.0,1664,5.33,5.39,3.31 +25350,2.01,Premium,F,SI2,61.3,58.0,14067,8.14,8.07,4.97 +12040,0.34,Premium,G,VS2,60.2,58.0,596,4.52,4.55,2.73 +38459,0.42,Premium,G,VVS2,61.6,60.0,1029,4.85,4.8,2.97 +15765,0.9,Ideal,G,VVS2,61.6,56.0,6302,6.2,6.23,3.83 +16420,1.03,Ideal,G,VS1,62.1,57.0,6558,6.44,6.47,4.01 +15871,1.0,Ideal,G,VS1,62.7,54.0,6349,6.37,6.42,4.01 +38797,0.31,Ideal,G,VVS1,61.6,56.0,1046,4.39,4.35,2.69 +10299,1.01,Very Good,I,SI1,62.9,58.0,4759,6.36,6.4,4.01 +50019,0.7,Very Good,F,SI1,59.8,60.0,2196,5.75,5.83,3.46 +9938,0.9,Very Good,D,SI1,62.4,61.0,4693,6.13,6.17,3.84 +13613,1.2,Good,I,VS1,57.8,61.0,5570,7.02,6.96,4.04 +38128,0.3,Ideal,G,VVS1,61.7,57.0,1013,4.32,4.3,2.66 +53834,0.72,Ideal,F,SI1,61.7,54.0,2737,5.77,5.8,3.57 +20368,1.21,Ideal,G,VS1,62.7,54.0,8759,6.79,6.83,4.27 +38929,0.48,Very Good,I,VS1,62.4,55.0,1053,4.99,5.03,3.12 +28618,0.3,Premium,E,SI1,61.3,60.0,675,4.28,4.24,2.61 +27794,0.37,Very Good,G,VS2,62.8,60.0,649,4.55,4.59,2.87 +21034,0.31,Premium,F,VS2,59.0,59.0,625,4.44,4.47,2.63 +34582,0.5,Fair,E,SI2,68.6,56.0,871,4.87,4.75,3.3 +5913,0.9,Premium,F,SI1,61.7,62.0,3936,6.19,6.13,3.8 +26403,2.01,Very Good,I,VS2,59.6,62.0,15919,8.17,8.25,4.89 +30890,0.42,Very Good,E,SI1,60.0,61.0,743,4.85,4.88,2.92 +22423,1.57,Very Good,I,VS2,60.3,58.0,10447,7.58,7.55,4.56 +28749,0.31,Ideal,E,VS2,61.0,56.0,680,4.38,4.41,2.68 +10422,1.22,Good,H,SI2,61.5,64.0,4782,6.93,6.87,4.25 +26590,2.03,Premium,I,VS2,60.5,62.0,16309,8.22,8.17,4.96 +39840,0.52,Ideal,H,SI1,61.9,56.0,1098,5.16,5.22,3.2 +8683,1.1,Good,G,SI2,60.5,61.0,4457,6.69,6.74,4.06 +51616,0.71,Very Good,H,VS2,62.6,59.0,2395,5.66,5.68,3.55 +37679,0.42,Ideal,H,VS2,62.9,56.0,992,4.79,4.72,2.99 +44836,0.52,Very Good,E,VS2,61.5,58.0,1625,5.18,5.24,3.2 +10066,0.32,Premium,H,SI1,63.0,59.0,591,4.37,4.33,2.74 +5430,1.08,Ideal,G,SI2,62.7,54.0,3825,6.63,6.57,4.14 +49948,0.58,Very Good,F,VVS2,62.6,56.0,2189,5.37,5.27,3.33 +17682,1.44,Very Good,H,SI2,58.2,61.0,7128,7.45,7.51,4.35 +46606,0.54,Premium,D,SI1,62.0,55.0,1786,5.24,5.21,3.24 +20562,1.55,Very Good,G,SI2,61.9,60.0,8873,7.31,7.36,4.54 +52072,0.71,Very Good,E,SI1,61.9,56.0,2455,5.68,5.72,3.53 +39064,0.36,Ideal,F,VVS2,61.4,56.0,1059,4.61,4.64,2.84 +7349,0.79,Very Good,D,VS1,62.4,60.0,4213,5.86,5.88,3.66 +11471,1.02,Very Good,I,VS2,62.1,59.0,5013,6.37,6.44,3.98 +47600,0.52,Ideal,G,VVS2,61.6,56.0,1878,5.18,5.15,3.18 +46314,0.3,Ideal,G,VS2,62.3,56.0,526,4.27,4.3,2.67 +25109,1.69,Ideal,I,VS2,60.5,56.0,13645,7.74,7.77,4.69 +52607,0.83,Premium,E,SI2,62.0,61.0,2544,6.05,5.98,3.73 +33759,0.4,Fair,G,SI1,64.7,55.0,840,4.68,4.65,3.02 +21875,1.21,Very Good,G,VVS2,59.3,58.0,9942,7.01,7.05,4.17 +5141,1.0,Very Good,E,SI2,63.2,56.0,3763,6.4,6.32,4.02 +5547,1.02,Ideal,J,SI1,62.8,54.0,3856,6.46,6.43,4.05 +48782,0.58,Very Good,G,VVS2,59.1,59.6,2021,5.39,5.42,3.19 +40006,0.41,Ideal,F,VS2,61.9,56.0,1107,4.76,4.74,2.94 +12499,1.2,Very Good,I,SI1,63.2,58.0,5257,6.71,6.75,4.25 +9376,0.32,Premium,D,SI1,60.2,58.0,589,4.4,4.43,2.66 +40234,0.39,Premium,D,VS1,61.7,59.0,1123,4.69,4.64,2.88 +8747,0.91,Good,G,VVS2,64.1,58.0,4464,6.1,6.06,3.9 +31670,0.4,Premium,F,SI1,61.7,59.0,769,4.75,4.72,2.92 +18795,1.2,Ideal,G,VVS2,61.7,57.0,7688,6.84,6.79,4.2 +12092,1.17,Very Good,E,SI2,62.5,59.0,5163,6.65,6.7,4.17 +8021,1.05,Ideal,H,SI2,61.2,57.0,4331,6.54,6.59,4.02 +38088,0.3,Ideal,E,VVS2,61.7,55.0,1013,4.31,4.28,2.65 +9815,0.91,Very Good,H,VS1,59.4,63.0,4670,6.32,6.28,3.74 +25290,1.51,Very Good,F,VS2,61.9,63.0,13945,7.35,7.26,4.52 +26243,2.18,Very Good,I,SI2,58.9,60.0,15684,8.51,8.55,5.02 +15260,1.19,Very Good,G,SI1,62.8,57.0,6127,6.71,6.77,4.23 +39649,0.38,Very Good,F,VVS1,61.7,56.0,1087,4.63,4.66,2.86 +17494,1.05,Ideal,G,VS2,61.7,57.0,7028,6.56,6.53,4.04 +7400,0.33,Premium,I,VVS2,62.2,59.0,579,4.41,4.47,2.76 +44906,0.54,Ideal,H,VS1,61.6,59.0,1630,5.22,5.24,3.22 +299,1.01,Fair,E,SI2,67.4,60.0,2797,6.19,6.05,4.13 +29154,0.41,Very Good,J,VS1,61.8,56.0,693,4.75,4.79,2.95 +43840,0.52,Very Good,D,SI1,63.2,57.0,1446,5.11,5.15,3.24 +3718,0.91,Premium,H,SI2,60.9,61.0,3453,6.24,6.18,3.78 +37798,0.41,Ideal,G,VVS1,61.8,55.0,1000,4.76,4.79,2.95 +27282,2.17,Ideal,I,SI1,60.7,57.0,17747,8.38,8.42,5.1 +40901,0.45,Ideal,H,VVS1,61.8,57.0,1178,4.92,4.95,3.05 +34558,0.38,Very Good,H,VS2,60.4,56.0,871,4.71,4.73,2.85 +4567,1.0,Good,G,SI2,61.4,61.0,3646,6.32,6.35,3.89 +21081,1.01,Ideal,E,VVS2,62.8,56.0,9254,6.39,6.34,4.0 +2172,0.71,Ideal,D,VS2,61.2,56.0,3135,5.76,5.78,3.53 +24416,1.51,Premium,E,SI1,58.6,62.0,12655,7.58,7.53,4.43 +50896,0.51,Ideal,E,VVS1,62.4,55.0,2317,5.08,5.12,3.18 +28015,0.3,Ideal,E,VS2,62.6,54.0,658,4.29,4.33,2.7 +32414,0.41,Good,D,SI1,63.1,59.0,791,4.7,4.71,2.97 +26856,1.71,Premium,F,VS2,60.8,58.0,16779,7.79,7.7,4.71 +7461,1.05,Premium,H,SI2,63.0,59.0,4234,6.48,6.44,4.07 +22330,1.5,Fair,D,SI1,65.1,59.0,10374,7.1,7.01,4.59 +3878,1.01,Fair,H,SI1,64.4,59.0,3482,6.22,6.17,3.99 +46346,0.7,Good,E,SI2,56.9,63.0,1758,5.78,5.71,3.27 +35,0.23,Very Good,D,VS1,61.9,58.0,402,3.92,3.96,2.44 +49357,0.71,Very Good,I,SI1,62.0,56.0,2098,5.69,5.72,3.54 +38628,0.31,Good,H,VS2,63.2,57.0,489,4.32,4.35,2.74 +25477,1.85,Ideal,I,VVS2,62.4,57.0,14245,7.91,7.86,4.92 +52269,0.91,Fair,D,I1,66.2,57.0,2491,6.0,5.94,3.95 +33206,0.33,Ideal,G,VVS1,61.4,55.0,820,4.46,4.48,2.74 +35260,0.3,Ideal,E,VVS1,60.6,57.0,895,4.33,4.35,2.63 +50302,0.27,Very Good,E,VVS1,60.0,58.0,544,4.21,4.22,2.53 +17752,1.31,Good,G,SI1,63.4,56.5,7147,6.87,6.97,4.4 +49608,0.71,Very Good,F,SI2,60.5,62.0,2138,5.75,5.79,3.49 +4317,0.9,Good,E,SI2,63.7,63.0,3595,6.05,6.1,3.87 +9463,1.51,Very Good,J,I1,63.3,57.0,4600,7.31,7.23,4.6 +9200,0.95,Ideal,G,VS2,61.6,56.0,4549,6.34,6.3,3.89 +36126,0.33,Ideal,F,VS1,61.2,56.0,928,4.49,4.46,2.74 +51370,0.3,Very Good,D,VVS2,60.6,58.0,2366,4.33,4.35,2.63 +48017,0.63,Premium,H,VS1,62.9,60.0,1921,5.45,5.33,3.39 +49806,0.73,Fair,F,SI2,53.4,65.0,2164,6.19,6.15,3.3 +33212,0.36,Very Good,G,VS1,60.7,57.1,821,4.57,4.65,2.79 +5721,0.25,Very Good,E,VVS2,60.9,59.0,575,4.03,4.11,2.48 +14069,0.3,Very Good,F,VS2,62.8,56.0,605,4.29,4.31,2.7 +50154,0.71,Premium,G,SI1,58.5,58.0,2215,5.87,5.82,3.42 +43503,0.43,Ideal,F,VVS1,62.1,55.0,1422,4.85,4.81,3.0 +34043,0.3,Ideal,G,IF,62.2,56.0,850,4.26,4.29,2.66 +1215,0.83,Very Good,F,SI2,61.9,56.0,2939,5.99,6.02,3.72 +36980,0.38,Ideal,F,VVS2,62.0,55.0,963,4.66,4.7,2.9 +7463,0.9,Premium,H,VS1,62.1,59.0,4234,6.14,6.09,3.8 +41626,0.29,Ideal,F,VS2,61.6,56.0,504,4.28,4.32,2.65 +11154,0.97,Ideal,H,VS2,62.9,56.0,4943,6.35,6.31,3.98 +53539,0.7,Ideal,H,VS1,61.8,56.0,2691,5.69,5.72,3.53 +2739,0.52,Ideal,D,VVS1,62.0,57.0,3247,5.17,5.15,3.2 +47279,0.55,Ideal,H,VVS1,61.7,55.0,1845,5.27,5.3,3.27 +6126,1.21,Fair,J,SI2,64.6,59.0,3984,6.74,6.64,4.32 +4315,0.73,Ideal,G,VS2,61.6,56.0,3595,5.8,5.83,3.58 +7511,0.9,Ideal,D,SI2,60.8,56.0,4241,6.24,6.26,3.8 +26868,2.03,Ideal,I,VS2,62.7,57.0,16792,8.02,8.05,5.04 +21018,1.56,Very Good,I,VS2,59.7,60.0,9231,7.53,7.58,4.51 +7103,1.06,Ideal,I,SI2,61.3,56.0,4167,6.59,6.55,4.03 +46146,0.5,Premium,G,VS1,59.8,58.0,1746,5.19,5.15,3.09 +29699,0.31,Premium,H,VVS1,62.1,58.0,707,4.33,4.36,2.7 +1168,0.77,Very Good,H,VS1,63.3,57.0,2927,5.79,5.83,3.68 +44925,0.58,Ideal,G,VS2,62.3,53.7,1632,5.35,5.38,3.34 +19411,1.22,Ideal,G,VS2,62.0,55.0,8067,6.91,6.83,4.26 +13543,1.14,Premium,G,SI1,62.3,59.0,5548,6.66,6.69,4.16 +11967,1.0,Ideal,H,VS2,62.5,56.0,5139,6.41,6.33,3.98 +34488,0.43,Premium,G,VS2,61.2,58.0,867,4.84,4.9,2.98 +3926,0.74,Ideal,E,SI1,60.8,56.0,3497,5.85,5.89,3.57 +18750,1.7,Ideal,H,SI2,62.9,57.0,7664,7.59,7.55,4.76 +40039,0.52,Good,H,SI1,63.1,57.0,1111,5.09,5.14,3.23 +31204,0.32,Premium,D,SI1,60.4,58.0,756,4.47,4.44,2.69 +49224,0.61,Very Good,G,VS1,62.7,57.0,2082,5.36,5.43,3.38 +26180,2.01,Premium,I,VS2,62.1,59.0,15520,8.06,7.98,4.98 +44867,0.73,Good,E,I1,56.9,60.0,1628,5.98,5.93,3.39 +5251,1.0,Premium,J,VS2,60.3,58.0,3790,6.49,6.44,3.9 +41686,0.5,Premium,E,SI2,61.4,58.0,1240,5.11,5.09,3.13 +25058,2.01,Premium,J,VS2,61.5,60.0,13572,8.13,8.07,4.98 +47182,0.51,Ideal,F,VS1,61.3,54.0,1836,5.23,5.12,3.17 +37878,0.42,Very Good,E,VS1,62.9,57.0,1005,4.75,4.79,3.0 +40783,0.4,Very Good,D,VVS2,62.6,55.0,1168,4.7,4.72,2.95 +22671,2.38,Premium,J,SI2,60.6,59.0,10716,8.66,8.63,5.24 +16558,1.33,Premium,H,VS2,59.9,60.0,6614,7.13,7.09,4.26 +38634,0.31,Very Good,H,VS2,63.0,57.0,489,4.32,4.34,2.73 +31146,0.41,Ideal,E,SI1,62.1,54.0,755,4.76,4.81,2.97 +48984,0.24,Very Good,F,VVS2,61.9,56.0,538,4.0,4.02,2.48 +9587,0.82,Ideal,D,VS2,61.9,56.0,4628,5.98,6.03,3.72 +39512,0.32,Ideal,E,VVS2,62.0,55.0,1080,4.4,4.38,2.72 +26208,1.53,Ideal,F,VS1,61.5,59.0,15592,7.38,7.46,4.56 +53082,1.02,Ideal,J,SI2,61.6,55.0,2611,6.49,6.43,3.98 +4953,1.01,Ideal,I,SI2,61.9,55.0,3733,6.45,6.38,3.97 +12319,1.28,Very Good,F,SI2,62.5,55.0,5223,6.91,7.0,4.35 +32578,0.41,Ideal,G,VS2,60.7,56.0,801,4.77,4.82,2.91 +5548,1.02,Premium,J,SI1,61.8,58.0,3856,6.5,6.44,4.0 +19597,1.73,Good,E,I1,63.6,59.0,8220,7.56,7.6,4.82 +17339,1.0,Very Good,F,VS2,62.8,57.0,6957,6.29,6.35,3.97 +19054,1.59,Premium,J,SI1,62.5,60.0,7836,7.46,7.42,4.65 +21214,1.21,Very Good,G,VVS2,62.9,59.0,9358,6.68,6.74,4.22 +43263,0.3,Premium,J,VS1,62.6,60.0,506,4.28,4.22,2.66 +23675,1.63,Premium,G,SI1,61.0,59.0,11721,7.64,7.58,4.64 +42990,0.48,Fair,G,VVS2,65.0,54.0,1367,4.95,4.9,3.2 +2368,0.9,Very Good,I,SI1,61.8,58.0,3176,6.2,6.26,3.85 +15379,0.35,Good,I,SI1,63.6,56.0,606,4.53,4.5,2.87 +27273,2.31,Very Good,I,SI1,62.5,55.0,17715,8.39,8.44,5.26 +34870,0.3,Very Good,G,VVS2,63.2,57.0,878,4.27,4.24,2.69 +29709,0.31,Premium,G,VVS2,61.5,58.0,707,4.31,4.34,2.66 +24135,1.54,Premium,H,IF,62.5,58.0,12308,7.38,7.33,4.6 +15023,1.0,Premium,G,VS2,62.0,57.0,6048,6.43,6.37,3.97 +15618,1.01,Very Good,E,VS2,61.7,60.0,6265,6.36,6.45,3.95 +32809,0.34,Ideal,E,VS1,62.2,55.0,805,4.49,4.52,2.8 +48235,0.7,Ideal,J,SI1,60.1,59.0,1949,5.79,5.75,3.47 +49692,0.5,Ideal,F,VVS1,62.6,53.1,2145,5.08,5.11,3.19 +51427,0.7,Good,F,VS2,64.3,59.0,2373,5.6,5.56,3.59 +39591,0.46,Ideal,H,VS2,62.2,54.0,1083,4.95,4.97,3.09 +12198,1.01,Premium,H,VS2,61.0,61.0,5190,6.47,6.39,3.92 +4284,1.0,Premium,E,I1,60.9,61.0,3584,6.41,6.37,3.89 +11370,1.13,Good,F,SI2,56.5,62.0,4998,6.93,6.88,3.9 +47787,0.5,Ideal,G,VVS1,62.2,56.0,1897,5.08,5.11,3.17 +31991,0.3,Premium,F,VS2,62.5,58.0,776,4.28,4.26,2.67 +52679,0.75,Very Good,D,SI2,63.3,58.0,2551,5.76,5.8,3.66 +39964,0.59,Premium,H,SI1,62.2,59.0,1106,5.38,5.32,3.33 +22086,1.59,Very Good,I,VS2,60.5,63.0,10106,7.52,7.45,4.53 +24465,1.53,Ideal,H,VVS2,61.9,57.0,12731,7.35,7.39,4.56 +49402,0.6,Premium,G,VVS2,59.7,60.0,2105,5.55,5.5,3.3 +30322,0.36,Ideal,H,VVS2,62.3,57.0,726,4.52,4.57,2.83 +17361,1.01,Premium,G,VVS2,60.9,59.0,6968,6.59,6.54,4.0 +22569,1.58,Premium,I,VS1,61.1,59.0,10618,7.52,7.44,4.57 +6844,0.9,Very Good,F,VS2,62.7,62.0,4124,6.11,6.17,3.85 +7985,1.03,Good,H,SI1,63.1,56.0,4326,6.35,6.39,4.02 +29333,0.31,Premium,H,VS1,62.6,60.0,698,4.32,4.3,2.7 +15370,0.3,Premium,F,VS2,62.5,58.0,605,4.26,4.28,2.67 +12858,1.12,Very Good,G,SI1,61.1,59.0,5361,6.69,6.73,4.1 +30849,0.33,Premium,H,VS1,62.9,59.0,743,4.4,4.35,2.75 +22678,1.29,Ideal,F,VS1,62.3,54.4,10727,6.93,7.0,4.34 +22791,1.32,Premium,F,VS2,62.2,58.0,10814,7.03,6.95,4.35 +48830,0.52,Ideal,G,VVS1,62.0,55.0,2029,5.15,5.18,3.2 +37467,0.42,Premium,G,VS1,60.9,58.0,984,4.84,4.81,2.94 +12780,1.0,Good,E,SI1,58.2,61.0,5330,6.53,6.57,3.81 +31776,0.32,Ideal,F,VS2,61.9,55.0,773,4.45,4.41,2.74 +48414,0.76,Premium,G,SI2,62.6,55.0,1970,5.87,5.82,3.66 +37016,0.33,Premium,G,VVS2,60.9,57.0,965,4.5,4.43,2.72 +15797,1.29,Premium,I,VS2,60.4,58.0,6321,7.12,7.03,4.27 +40700,0.4,Ideal,E,VVS2,61.7,55.0,1158,4.74,4.76,2.93 +21820,1.51,Ideal,I,VS2,62.6,55.0,9891,7.29,7.34,4.58 +48525,0.54,Ideal,G,VVS2,62.1,56.0,1985,5.19,5.22,3.23 +41796,0.49,Fair,D,VS2,57.5,68.0,1249,5.18,5.11,2.96 +40798,0.43,Ideal,F,VVS2,62.2,55.0,1169,4.83,4.85,3.01 +23354,0.3,Ideal,I,SI1,62.5,58.0,422,4.25,4.29,2.67 +2813,0.7,Very Good,F,VS1,62.8,56.0,3265,5.64,5.66,3.55 +6133,1.39,Premium,I,I1,62.6,57.0,3985,7.15,7.1,4.46 +3965,0.9,Premium,F,SI2,62.2,61.0,3507,6.08,6.04,3.77 +45688,0.71,Premium,I,SI2,62.1,58.0,1696,5.7,5.67,3.53 +51779,0.61,Very Good,G,IF,63.0,58.0,2411,5.36,5.43,3.4 +28116,0.42,Ideal,F,SI2,62.1,56.0,663,4.8,4.83,2.99 +20435,1.25,Ideal,H,VVS2,60.8,57.0,8789,6.95,6.99,4.24 +47742,0.7,Premium,F,SI2,62.0,58.0,1890,5.7,5.64,3.52 +30602,0.3,Very Good,G,SI1,61.6,59.0,447,4.26,4.28,2.63 +5720,0.25,Very Good,E,VVS2,63.0,57.0,575,4.0,4.06,2.54 +25765,2.03,Good,H,SI2,59.6,61.0,14720,8.16,8.21,4.88 +31617,0.31,Ideal,I,SI2,62.0,54.1,372,4.32,4.35,2.69 +35751,0.3,Premium,D,VS2,62.9,58.0,911,4.26,4.23,2.67 +48970,0.34,Very Good,H,VS2,61.9,60.0,537,4.42,4.46,2.75 +43392,0.57,Ideal,I,VS2,61.8,57.0,1410,5.31,5.34,3.29 +26257,2.27,Ideal,I,SI2,63.0,54.0,15710,8.36,8.39,5.28 +24073,2.21,Very Good,J,SI2,60.6,62.0,12215,8.37,8.45,5.1 +34205,0.33,Premium,F,VS2,62.1,59.0,854,4.44,4.39,2.74 +33070,0.32,Ideal,H,IF,62.0,55.0,814,4.39,4.42,2.73 +4633,0.78,Very Good,D,VS2,62.2,56.0,3668,5.85,5.91,3.66 +35052,0.42,Ideal,I,VVS1,62.0,55.0,884,4.8,4.88,3.0 +34209,0.33,Premium,F,VS2,62.4,58.0,854,4.41,4.37,2.74 +38374,0.51,Ideal,J,SI1,62.5,58.0,1023,5.11,5.13,3.2 +6995,1.06,Premium,F,SI1,61.9,59.0,4155,6.57,6.52,4.05 +36096,0.32,Ideal,F,VVS1,61.7,56.0,926,4.4,4.42,2.72 +10949,1.07,Ideal,H,SI2,62.8,56.0,4899,6.5,6.56,4.1 +26362,0.32,Ideal,F,VS2,61.7,55.0,645,4.4,4.41,2.72 +51074,0.96,Good,I,I1,58.6,64.0,2333,6.34,6.26,3.69 +13762,1.2,Ideal,H,SI2,61.0,57.0,5610,6.84,6.9,4.19 +46646,0.3,Very Good,E,SI1,62.1,60.0,526,4.27,4.29,2.66 +10784,0.79,Ideal,F,VVS1,61.5,55.0,4858,5.98,5.95,3.67 +3723,0.36,Ideal,I,VS1,60.5,57.0,568,4.56,4.59,2.77 +45858,0.5,Premium,F,VS1,58.0,59.0,1715,5.3,5.22,3.05 +13368,0.24,Very Good,F,VS1,63.0,59.0,419,3.93,3.97,2.49 +26367,0.32,Ideal,G,VS1,60.9,56.0,645,4.41,4.45,2.7 +29052,0.4,Very Good,F,SI1,62.1,57.0,687,4.65,4.69,2.9 +31662,0.38,Ideal,G,VS2,62.1,54.5,768,4.64,4.69,2.9 +10918,1.11,Ideal,I,SI1,62.2,56.0,4890,6.62,6.65,4.13 +7056,0.33,Very Good,E,SI1,62.7,56.0,579,4.39,4.45,2.77 +21631,2.01,Ideal,J,SI1,62.8,58.0,9725,8.02,7.97,5.02 +1967,0.73,Ideal,G,SI1,61.2,57.0,3089,5.79,5.86,3.56 +53233,0.77,Good,F,SI1,63.2,57.0,2642,5.82,5.85,3.69 +43761,0.41,Ideal,F,IF,62.1,55.0,1439,4.76,4.81,2.97 +28732,0.31,Premium,E,VS2,61.0,58.0,680,4.37,4.39,2.67 +21449,2.0,Fair,H,SI2,68.7,55.0,9549,7.9,7.67,5.35 +20806,2.16,Ideal,F,I1,61.0,57.0,9036,8.4,8.32,5.1 +22011,1.52,Good,H,SI1,63.6,57.0,10078,7.3,7.25,4.63 +11511,1.01,Good,G,SI1,63.7,60.0,5021,6.28,6.32,4.01 +9304,1.03,Very Good,H,SI1,63.5,53.0,4573,6.43,6.46,4.09 +45348,0.59,Very Good,G,VS2,61.1,57.0,1664,5.4,5.43,3.31 +22268,1.23,Ideal,G,VVS2,62.2,55.0,10317,6.86,6.9,4.28 +17614,1.13,Very Good,F,VS1,61.6,58.0,7092,6.61,6.68,4.09 +25309,1.51,Ideal,E,VS2,59.8,59.0,13986,7.55,7.47,4.49 +49483,0.55,Ideal,G,VVS1,62.6,56.0,2116,5.24,5.27,3.29 +19610,1.59,Ideal,J,VVS2,60.3,57.0,8227,7.65,7.58,4.59 +33447,0.32,Ideal,G,VS1,62.9,57.0,828,4.4,4.37,2.76 +24678,1.52,Premium,G,VS1,61.4,58.0,13034,7.38,7.35,4.52 +32292,0.31,Premium,J,SI1,58.1,62.0,453,4.47,4.44,2.59 +9458,1.09,Very Good,D,SI2,62.2,59.0,4598,6.46,6.49,4.03 +2953,0.9,Very Good,H,SI2,62.1,56.0,3295,6.13,6.23,3.84 +53119,0.81,Good,I,VS2,63.8,58.0,2617,5.84,5.89,3.74 +25558,1.5,Premium,E,VS2,59.5,58.0,14386,7.53,7.46,4.46 +12722,1.04,Ideal,G,SI1,61.9,56.0,5311,6.46,6.5,4.01 +3254,0.9,Good,H,SI1,63.8,58.0,3357,6.05,6.12,3.88 +37896,0.41,Ideal,D,VS2,62.4,54.0,1007,4.74,4.78,2.97 +743,0.33,Ideal,G,SI2,61.9,56.0,557,4.45,4.41,2.74 +8668,0.9,Premium,G,SI1,60.6,57.0,4455,6.28,6.2,3.78 +17688,1.06,Premium,G,VS1,62.8,56.0,7130,6.52,6.47,4.08 +41154,0.43,Very Good,D,VS1,61.2,58.0,1199,4.82,4.88,2.97 +47049,0.59,Ideal,D,SI1,62.5,55.0,1820,5.35,5.4,3.36 +9212,1.28,Premium,J,SI2,62.3,58.0,4553,6.89,6.94,4.31 +5592,0.9,Ideal,I,VS1,62.9,58.0,3867,6.13,6.18,3.87 +50456,0.7,Good,D,SI2,63.3,56.0,2264,5.6,5.65,3.56 +2863,0.95,Ideal,J,SI1,63.0,56.0,3275,6.32,6.26,3.96 +11500,1.02,Very Good,F,SI1,61.9,58.0,5019,6.43,6.49,4.0 +14653,1.65,Fair,J,SI1,61.6,66.0,5914,7.61,7.47,4.66 +10492,1.16,Ideal,H,SI2,61.9,56.0,4797,6.73,6.77,4.18 +46438,0.59,Very Good,D,SI1,63.1,61.0,1771,5.35,5.3,3.36 +48231,0.57,Ideal,E,VS2,62.9,57.0,1949,5.29,5.26,3.32 +35728,0.3,Ideal,D,VS2,62.3,54.0,911,4.34,4.29,2.69 +32510,0.4,Good,E,SI2,64.2,57.0,798,4.7,4.68,3.01 +12491,1.02,Fair,F,SI1,64.8,59.0,5255,6.33,6.23,4.07 +14361,1.03,Premium,G,VS2,62.2,56.0,5814,6.51,6.48,4.04 +18749,1.15,Very Good,D,VS2,61.4,57.0,7662,6.7,6.78,4.14 +3132,0.73,Ideal,E,VS1,62.8,57.0,3327,5.75,5.78,3.62 +23143,1.51,Premium,H,VS1,61.0,60.0,11161,7.29,7.34,4.46 +14476,1.0,Ideal,F,VS2,62.0,55.0,5844,6.43,6.48,4.0 +4096,0.9,Very Good,I,VS2,62.1,61.0,3535,6.08,6.12,3.79 +9243,1.01,Ideal,H,SI1,62.4,53.0,4559,6.42,6.47,4.02 +19434,1.01,Very Good,F,VS1,62.6,56.0,8081,6.39,6.36,3.99 +36419,0.42,Premium,D,SI1,63.0,59.0,942,4.79,4.77,3.01 +3606,1.0,Fair,J,SI1,64.9,58.0,3427,6.29,6.23,4.06 +14727,0.3,Ideal,G,VS1,62.2,55.0,605,4.28,4.31,2.67 +24235,2.0,Ideal,J,SI1,62.4,54.0,12433,8.02,8.09,5.03 +53779,0.72,Very Good,G,VS2,62.5,59.0,2728,5.69,5.71,3.56 +48272,0.53,Premium,D,VS2,61.5,58.0,1956,5.24,5.2,3.21 +43897,0.35,Ideal,I,VS2,61.4,55.0,509,4.54,4.58,2.8 +20152,1.03,Ideal,G,VVS1,62.4,57.0,8608,6.47,6.39,4.01 +21427,1.5,Ideal,I,VS1,62.8,57.0,9533,7.24,7.28,4.56 +16058,1.27,Premium,I,VS1,62.2,59.0,6415,6.87,6.92,4.29 +46275,0.4,Ideal,D,VVS1,61.8,55.0,1754,4.72,4.76,2.93 +25611,1.51,Ideal,E,VS2,62.7,57.0,14482,7.31,7.26,4.57 +14033,1.02,Premium,F,VS2,63.0,60.0,5704,6.41,6.35,4.02 +51871,0.71,Ideal,F,SI1,61.4,55.0,2427,5.75,5.82,3.55 +32611,0.26,Ideal,G,VS1,61.4,56.0,456,4.12,4.16,2.54 +52643,0.24,Very Good,E,VVS2,60.8,58.0,552,3.99,4.03,2.44 +16514,1.0,Ideal,E,VS2,61.6,57.0,6600,6.38,6.44,3.95 +33666,0.35,Very Good,E,VVS1,63.0,59.0,835,4.44,4.48,2.81 +29369,0.31,Ideal,G,VS2,62.9,56.0,698,4.34,4.28,2.71 +41144,0.56,Ideal,H,SI1,61.7,56.0,1197,5.26,5.3,3.26 +3356,0.8,Very Good,G,VS1,63.5,57.0,3381,5.87,5.91,3.74 +42330,0.6,Ideal,I,SI1,60.7,58.0,1295,5.43,5.45,3.3 +26638,1.5,Premium,E,VS1,60.3,60.0,16409,7.34,7.43,4.45 +3740,0.41,Good,G,SI2,63.7,55.0,570,4.7,4.75,3.01 +18630,1.02,Premium,G,VVS2,62.2,60.0,7602,6.39,6.43,3.99 +24674,2.44,Premium,I,SI2,61.4,56.0,13027,8.74,8.7,5.35 +50372,0.71,Premium,D,SI1,58.1,61.0,2249,5.81,5.79,3.37 +26579,2.02,Ideal,F,SI2,61.3,57.0,16290,8.11,8.16,4.99 +50484,0.7,Ideal,G,SI2,62.6,56.0,2268,5.69,5.66,3.55 +26083,2.24,Ideal,J,VS2,61.8,54.0,15316,8.41,8.36,5.18 +48359,0.56,Ideal,D,VS2,61.2,56.0,1963,5.3,5.35,3.26 +46311,0.3,Very Good,G,VS2,63.0,55.0,526,4.29,4.31,2.71 +5394,0.3,Premium,D,SI2,62.3,58.0,574,4.32,4.29,2.68 +15469,1.0,Good,H,VVS2,63.7,52.0,6194,6.41,6.36,4.07 +2507,0.71,Ideal,F,VS1,61.1,56.0,3199,5.71,5.74,3.5 +18393,1.2,Ideal,H,VS1,60.8,58.0,7473,6.85,6.91,4.18 +18991,1.03,Premium,E,VS1,59.6,59.0,7817,6.59,6.57,3.92 +51940,0.72,Very Good,I,VS1,63.8,59.0,2441,5.63,5.71,3.62 +13843,1.0,Good,D,SI1,64.2,56.0,5642,6.23,6.29,4.02 +38227,0.4,Ideal,H,VVS1,61.4,57.0,1017,4.74,4.81,2.93 +42120,0.5,Fair,F,VS2,55.8,60.0,1279,5.31,5.27,2.95 +16367,0.33,Very Good,D,SI1,60.0,59.0,608,4.47,4.5,2.69 +6624,1.02,Very Good,I,SI2,62.6,56.0,4084,6.41,6.44,4.02 +23566,1.57,Premium,H,VS2,61.0,59.0,11575,7.54,7.5,4.59 +9860,1.18,Good,G,SI1,64.2,62.0,4678,6.6,6.51,4.25 +8047,0.25,Ideal,G,VVS1,62.6,55.0,582,4.03,4.04,2.52 +22637,1.51,Ideal,H,VS2,62.6,57.0,10685,7.37,7.33,4.6 +40467,0.32,Ideal,D,VVS1,61.9,56.0,1140,4.39,4.36,2.71 +698,0.71,Premium,E,SI1,62.7,58.0,2853,5.73,5.66,3.57 +3119,0.79,Ideal,H,VVS2,62.0,55.9,3324,5.88,5.95,3.67 +45276,0.54,Very Good,D,SI1,62.1,58.0,1662,5.21,5.23,3.24 +52482,0.73,Premium,I,VVS2,61.5,58.0,2519,5.78,5.73,3.54 +53873,0.74,Premium,H,VS1,60.6,60.0,2744,5.91,5.84,3.56 +35359,0.42,Premium,D,SI2,60.8,59.0,898,4.83,4.77,2.92 +12826,1.07,Ideal,G,SI1,61.9,55.0,5347,6.57,6.62,4.08 +7940,1.05,Premium,G,SI2,61.6,60.0,4318,6.56,6.49,4.02 +26746,2.0,Good,I,VS2,63.3,56.0,16544,7.98,8.03,5.07 +18518,1.08,Premium,E,VS2,59.4,59.0,7548,6.71,6.68,3.98 +32781,0.34,Ideal,I,VVS1,61.8,56.0,803,4.5,4.47,2.77 +24939,2.17,Premium,J,SI2,62.3,60.0,13395,8.33,8.2,5.15 +22231,1.26,Very Good,F,VS1,62.5,58.0,10284,6.83,6.94,4.3 +25017,2.22,Premium,F,SI2,59.2,59.0,13553,8.54,8.46,5.03 +34286,0.26,Very Good,H,VVS1,62.5,58.0,468,4.08,4.11,2.56 +12203,1.23,Very Good,I,SI2,62.6,59.0,5191,6.78,6.86,4.27 +41852,0.53,Ideal,G,SI1,62.0,60.0,1255,5.18,5.2,3.22 +16002,1.27,Ideal,I,VS2,62.6,57.0,6401,6.92,6.88,4.32 +3401,0.3,Premium,I,VS1,61.6,61.0,567,4.28,4.23,2.62 +10654,1.01,Ideal,H,SI1,62.6,55.0,4836,6.43,6.39,4.01 +21238,1.71,Premium,I,VS2,62.4,61.0,9384,7.67,7.59,4.76 +30376,0.43,Very Good,G,SI2,61.3,56.2,729,4.87,4.89,2.99 +8767,0.71,Ideal,E,VVS2,62.0,56.0,4467,5.71,5.74,3.55 +44896,0.5,Very Good,E,VS2,63.5,58.0,1629,5.07,5.04,3.21 +41534,0.42,Ideal,G,VVS1,61.2,57.0,1235,4.82,4.78,2.94 +16085,1.49,Fair,H,I1,66.9,61.0,6425,6.93,6.89,4.62 +43501,0.54,Ideal,E,SI1,61.3,56.0,1422,5.22,5.25,3.21 +35095,0.3,Ideal,F,IF,62.3,57.0,886,4.29,4.31,2.68 +45050,0.47,Premium,E,VS1,61.8,58.0,1640,5.03,4.97,3.09 +37809,0.35,Ideal,G,IF,61.7,55.0,1001,4.52,4.55,2.8 +32365,0.35,Very Good,E,VS1,59.7,59.0,790,4.59,4.62,2.75 +15082,1.11,Very Good,H,VS1,63.2,57.0,6061,6.61,6.53,4.15 +18811,1.06,Good,F,VS1,58.5,57.0,7699,6.68,6.73,3.92 +49167,0.71,Good,F,SI2,63.6,60.0,2072,5.64,5.61,3.58 +46269,0.54,Ideal,E,VS2,60.5,56.0,1754,5.26,5.28,3.19 +1234,0.81,Very Good,F,SI2,62.7,58.0,2942,5.92,5.95,3.72 +13656,1.27,Premium,I,SI1,60.9,59.0,5588,6.94,6.99,4.24 +36728,0.32,Premium,G,IF,59.9,58.0,954,4.42,4.43,2.65 +34347,0.36,Ideal,F,VS1,60.1,56.0,862,4.65,4.69,2.8 +37309,0.31,Ideal,F,IF,62.2,56.0,979,4.31,4.34,2.69 +18263,1.51,Premium,J,VS2,59.6,60.0,7418,7.48,7.58,4.49 +23979,2.1,Good,H,SI1,63.7,61.0,12121,8.1,8.07,5.15 +53098,0.71,Ideal,F,SI2,62.1,55.7,2614,5.7,5.75,3.56 +52288,0.71,Ideal,E,SI1,61.7,56.0,2494,5.74,5.77,3.55 +20718,0.31,Good,G,VS1,63.7,56.0,625,4.27,4.3,2.73 +12871,1.09,Ideal,D,SI2,62.4,57.0,5364,6.55,6.6,4.1 +32053,0.35,Ideal,D,SI1,61.5,56.0,780,4.54,4.57,2.8 +1123,0.71,Ideal,H,VVS1,62.1,54.0,2918,5.7,5.76,3.56 +42355,0.38,Ideal,E,IF,61.4,55.0,1300,4.68,4.7,2.88 +36277,0.3,Ideal,G,SI1,62.3,56.0,477,4.27,4.3,2.67 +19158,1.11,Ideal,G,VS1,62.1,57.0,7917,6.61,6.63,4.11 +3236,0.76,Ideal,D,VS1,61.1,54.0,3353,5.86,5.89,3.59 +29086,0.36,Premium,G,SI1,62.0,59.0,689,4.56,4.53,2.82 +13243,1.0,Good,D,SI1,64.9,53.0,5469,6.27,6.3,4.08 +38061,0.38,Ideal,D,VS2,61.8,56.0,1013,4.65,4.67,2.88 +42509,0.5,Ideal,I,VVS2,61.8,57.0,1322,5.09,5.11,3.15 +49961,0.3,Very Good,H,SI1,63.4,58.0,540,4.24,4.21,2.68 +42102,0.51,Ideal,F,SI1,62.8,57.0,1274,5.09,5.07,3.19 +797,0.7,Ideal,H,VS2,61.1,57.0,2862,5.71,5.74,3.5 +6630,0.92,Good,D,SI1,63.6,57.0,4086,6.14,6.09,3.89 +8008,0.9,Very Good,H,VS2,62.3,59.0,4328,6.1,6.17,3.82 +48626,0.7,Good,E,SI1,64.4,58.0,2000,5.48,5.52,3.54 +35331,0.33,Ideal,E,VVS2,60.7,55.0,898,4.49,4.5,2.73 +3200,0.92,Very Good,I,SI1,63.7,58.0,3345,6.12,6.18,3.92 +14282,1.24,Very Good,J,VS1,62.1,58.0,5783,6.85,6.96,4.29 +23755,1.52,Ideal,H,SI1,61.3,56.0,11797,7.39,7.44,4.54 +13026,0.26,Premium,H,VVS1,62.5,58.0,600,4.11,4.08,2.56 +5405,0.95,Premium,I,VS2,62.9,57.0,3818,6.24,6.19,3.91 +12062,1.01,Ideal,F,SI2,62.4,54.0,5154,6.41,6.44,4.01 +43672,0.5,Premium,D,SI1,62.4,60.0,1436,5.07,5.09,3.17 +3367,0.25,Very Good,G,VS2,63.0,54.0,407,4.04,4.06,2.55 +11354,1.01,Premium,E,SI1,59.9,59.0,4991,6.49,6.46,3.88 +389,0.7,Good,E,SI1,63.5,59.0,2812,5.49,5.53,3.5 +27434,2.28,Premium,H,SI2,62.1,59.0,18055,8.44,8.4,5.23 +35541,0.33,Ideal,E,VVS1,60.7,57.0,906,4.46,4.5,2.72 +29588,0.45,Ideal,E,SI2,61.5,55.0,706,4.92,4.97,3.04 +31467,0.34,Premium,I,VVS2,61.5,60.0,765,4.49,4.45,2.75 +35423,0.4,Premium,G,SI1,62.8,60.0,900,4.7,4.66,2.94 +5877,0.91,Good,F,SI1,63.7,58.0,3924,6.09,6.02,3.86 +22415,1.29,Premium,F,VS1,59.3,60.0,10437,7.14,7.1,4.22 +34435,0.3,Ideal,G,IF,61.0,57.0,863,4.31,4.34,2.64 +2554,0.9,Very Good,H,SI2,61.5,59.0,3208,6.15,6.2,3.8 +41673,0.54,Ideal,J,VS1,61.0,56.1,1240,5.25,5.28,3.21 +23154,1.61,Premium,H,SI1,60.8,56.0,11169,7.61,7.58,4.62 +26234,1.7,Premium,E,SI1,62.3,57.0,15662,7.68,7.6,4.76 +41806,0.51,Premium,G,SI1,62.0,56.0,1250,5.14,5.12,3.18 +33338,0.41,Ideal,G,VS2,61.4,54.0,827,4.77,4.84,2.95 +4824,0.9,Premium,F,SI2,62.3,57.0,3704,6.18,6.15,3.84 +22547,1.41,Ideal,G,VS2,60.8,55.0,10581,7.27,7.2,4.4 +29723,0.31,Very Good,G,VVS2,62.1,56.0,707,4.27,4.33,2.67 +12417,1.29,Ideal,J,SI1,61.6,57.0,5237,7.0,7.06,4.33 +23481,1.51,Premium,G,VS2,60.4,58.0,11480,7.38,7.43,4.47 +43140,0.58,Good,G,SI1,63.8,56.0,1388,5.3,5.33,3.39 +15481,1.23,Ideal,H,SI2,62.1,56.0,6199,6.85,6.82,4.24 +39752,0.43,Ideal,H,VVS1,62.3,54.0,1094,4.84,4.85,3.02 +9880,1.04,Very Good,H,SI1,59.7,60.0,4682,6.55,6.58,3.92 +11618,1.08,Ideal,I,SI1,62.6,53.9,5049,6.51,6.56,4.09 +50824,0.71,Good,F,SI1,63.7,58.0,2308,5.65,5.62,3.59 +44010,0.3,Premium,F,SI2,61.3,58.0,394,4.28,4.33,2.64 +39015,0.43,Ideal,G,VVS2,61.9,55.0,1056,4.84,4.86,3.0 +25548,1.51,Premium,G,VS1,62.6,60.0,14375,7.19,7.28,4.53 +44542,0.53,Ideal,H,VS2,61.7,54.0,1604,5.23,5.2,3.22 +48025,0.7,Good,J,VVS2,64.3,56.0,1922,5.57,5.63,3.6 +43590,0.57,Ideal,F,SI2,62.7,56.0,1432,5.32,5.27,3.32 +46982,0.55,Premium,D,SI1,61.9,60.0,1815,5.23,5.14,3.21 +9350,1.11,Very Good,H,SI2,59.0,59.0,4584,6.79,6.82,4.02 +10424,1.01,Ideal,G,SI2,61.5,57.0,4783,6.43,6.45,3.96 +33302,0.51,Premium,E,I1,58.0,60.0,826,5.29,5.23,3.05 +43463,0.56,Ideal,I,VS2,62.2,57.0,1417,5.27,5.28,3.28 +46092,0.96,Fair,H,I1,64.3,59.0,1739,6.38,5.88,3.98 +28258,0.33,Premium,F,VS2,62.2,58.0,666,4.43,4.44,2.76 +49561,0.67,Very Good,G,VS2,59.4,59.4,2131,5.71,5.8,3.41 +26389,2.01,Fair,H,VS2,66.1,53.0,15888,7.82,7.92,5.2 +38387,0.42,Ideal,E,VS2,62.3,55.0,1024,4.83,4.77,2.99 +12412,1.19,Good,I,SI1,63.7,57.2,5236,6.69,6.73,4.28 +26156,2.01,Good,H,SI1,63.9,59.0,15467,7.81,7.91,5.02 +36187,0.43,Very Good,D,VS2,59.1,58.0,931,4.92,4.96,2.92 +655,1.01,Good,I,I1,63.1,57.0,2844,6.35,6.39,4.02 +6395,0.92,Very Good,F,SI1,62.7,57.0,4037,6.14,6.2,3.87 +28248,0.33,Premium,G,VS1,61.6,60.0,666,4.41,4.46,2.73 +51725,0.7,Ideal,D,SI2,60.3,56.0,2401,5.73,5.77,3.47 +24648,2.0,Premium,E,SI2,60.3,58.0,12987,8.15,8.08,4.89 +25518,2.14,Ideal,I,SI2,61.9,56.0,14321,8.22,8.26,5.1 +3473,0.76,Very Good,G,VVS2,61.5,59.0,3394,5.83,5.91,3.61 +44,0.26,Good,D,VS1,58.4,63.0,403,4.19,4.24,2.46 +24607,2.02,Good,I,SI2,61.0,62.0,12927,8.1,8.14,4.95 +15292,1.04,Very Good,D,SI1,58.9,58.0,6138,6.66,6.69,3.93 +53603,0.7,Ideal,F,SI1,61.0,56.0,2700,5.75,5.72,3.5 +29342,0.31,Premium,G,VS2,59.8,60.0,698,4.43,4.4,2.64 +23608,1.56,Ideal,H,VS2,61.5,56.0,11636,7.5,7.46,4.6 +39638,0.34,Premium,G,IF,62.3,59.0,1084,4.49,4.46,2.79 +12947,0.9,Ideal,F,VS1,61.6,56.0,5386,6.2,6.23,3.83 +23382,0.36,Good,E,SI1,63.1,58.0,631,4.49,4.54,2.85 +15827,1.2,Premium,H,VS2,61.4,59.0,6333,6.79,6.75,4.16 +16358,0.3,Very Good,H,VS2,63.5,59.0,608,4.27,4.2,2.69 +24357,1.63,Ideal,H,VS2,61.3,56.0,12620,7.6,7.57,4.65 +40944,0.23,Premium,H,VVS2,59.2,61.0,500,4.04,4.0,2.38 +10259,1.01,Fair,H,VS2,64.5,60.0,4751,6.3,6.25,4.05 +28129,0.29,Very Good,F,VVS2,62.7,58.0,664,4.22,4.26,2.66 +8692,1.02,Premium,F,SI2,61.5,58.0,4459,6.42,6.49,3.97 +52140,0.76,Ideal,F,SI2,61.1,55.0,2469,5.9,5.94,3.62 +21784,2.05,Premium,I,SI2,62.0,58.0,9850,8.13,8.08,5.02 +39627,0.3,Ideal,J,VS2,61.9,56.0,491,4.3,4.33,2.67 +31616,0.27,Fair,E,VS1,66.4,58.0,371,3.99,4.02,2.66 +26459,2.01,Good,I,VS2,63.6,57.0,16003,7.87,7.95,5.03 +28297,0.3,Ideal,G,SI1,60.6,56.0,432,4.35,4.4,2.65 +39760,0.56,Ideal,I,SI1,62.1,54.0,1094,5.3,5.32,3.3 +36204,0.41,Very Good,G,VVS2,61.1,55.0,932,4.8,4.82,2.94 +40988,0.45,Ideal,G,VVS2,61.8,57.0,1181,4.94,4.9,3.04 +34239,0.4,Premium,D,SI2,61.9,58.0,855,4.73,4.71,2.92 +26896,1.76,Premium,G,VS2,61.5,58.0,16879,7.78,7.74,4.77 +30888,0.33,Premium,E,SI1,62.0,60.0,743,4.43,4.38,2.73 +17683,1.16,Ideal,G,VS2,60.7,58.0,7128,6.86,6.81,4.15 +34962,0.32,Ideal,I,VS1,62.1,57.0,471,4.37,4.42,2.73 +32872,0.41,Ideal,F,VS2,61.7,54.0,809,4.79,4.81,2.96 +47075,0.52,Premium,D,VS2,61.2,58.0,1822,5.16,5.2,3.17 +39744,0.47,Good,I,VVS1,61.8,62.0,1093,4.94,4.97,3.06 +14905,1.01,Good,G,VS2,63.1,59.0,5999,6.37,6.4,4.03 +11715,0.34,Ideal,G,VS2,62.0,55.0,596,4.46,4.48,2.77 +47987,0.25,Very Good,E,VVS2,61.1,61.0,533,4.03,4.06,2.47 +37229,0.4,Ideal,E,VS2,62.3,56.0,975,4.75,4.72,2.95 +48389,0.5,Good,G,VVS1,63.3,56.0,1966,5.07,5.1,3.22 +36093,0.32,Ideal,F,VVS1,61.8,56.0,926,4.42,4.45,2.74 +21768,1.51,Good,E,SI2,63.2,56.0,9833,7.26,7.32,4.61 +28885,0.3,Ideal,G,VVS2,62.0,57.0,684,4.29,4.32,2.67 +35495,0.41,Good,F,SI1,63.7,58.0,904,4.74,4.71,3.01 +14329,1.03,Ideal,D,SI1,61.6,55.0,5804,6.49,6.53,4.01 +26735,2.06,Good,H,SI2,63.7,57.0,16512,8.12,8.03,5.14 +36538,0.4,Good,I,VS1,63.8,55.0,945,4.69,4.65,2.98 +14631,0.9,Ideal,H,VS1,60.4,57.0,5907,6.27,6.29,3.79 +16215,1.09,Ideal,G,VS2,62.3,57.0,6480,6.6,6.57,4.1 +8992,1.22,Premium,H,SI2,61.3,60.0,4509,6.87,6.81,4.19 +19836,1.25,Ideal,E,VS2,62.6,56.0,8400,6.89,6.84,4.3 +12281,1.0,Fair,E,SI1,57.4,62.0,5212,6.54,6.59,3.77 +31375,0.31,Ideal,H,IF,60.8,57.0,761,4.38,4.4,2.67 +33081,0.3,Premium,E,VS1,60.2,57.0,814,4.37,4.3,2.61 +20811,1.2,Ideal,G,VS1,61.7,55.0,9038,6.92,6.88,4.26 +10872,1.08,Premium,I,VS1,62.5,57.0,4877,6.54,6.51,4.08 +28632,0.32,Ideal,H,SI2,60.9,56.0,434,4.41,4.45,2.7 +37622,0.44,Premium,I,VVS1,61.5,58.0,990,4.95,4.87,3.02 +33186,0.37,Very Good,E,VS1,62.8,55.0,818,4.61,4.63,2.9 +5752,1.01,Good,F,SI2,61.5,61.0,3895,6.33,6.38,3.91 +14608,0.99,Premium,F,VS2,62.6,55.0,5893,6.5,6.35,4.02 +5388,0.3,Premium,G,SI1,60.1,62.0,574,4.37,4.35,2.62 +1364,1.05,Premium,E,I1,61.4,58.0,2964,6.53,6.46,3.99 +7162,0.94,Ideal,D,SI2,62.1,56.0,4182,6.21,6.25,3.87 +32432,0.33,Ideal,E,VS2,62.5,55.0,792,4.46,4.41,2.77 +11337,1.01,Good,F,SI1,63.7,57.0,4989,6.4,6.35,4.06 +33952,0.23,Very Good,F,VVS2,61.0,59.0,465,3.93,3.97,2.41 +32173,0.33,Very Good,H,IF,61.7,59.0,787,4.43,4.45,2.74 +9090,0.9,Ideal,F,SI1,62.5,57.0,4523,6.13,6.15,3.84 +30286,0.34,Very Good,J,VS1,61.7,58.0,447,4.41,4.47,2.74 +5389,0.3,Ideal,G,SI1,62.8,56.0,574,4.32,4.28,2.7 +18128,1.04,Ideal,F,VS1,63.0,56.0,7338,6.5,6.45,4.08 +21306,1.12,Ideal,F,VVS2,61.4,57.0,9461,6.66,6.69,4.1 +10712,0.31,Premium,G,SI1,60.7,60.0,593,4.36,4.34,2.64 +41891,0.41,Ideal,G,IF,61.7,56.0,1259,4.78,4.81,2.96 +39339,0.49,Premium,G,SI1,62.4,58.0,1072,5.05,4.99,3.13 +3874,0.81,Ideal,F,SI1,62.3,55.0,3481,5.96,6.0,3.72 +37095,0.41,Very Good,E,SI1,63.3,57.0,969,4.75,4.73,3.0 +49029,0.61,Ideal,H,VS1,60.8,56.0,2053,5.51,5.47,3.34 +9619,0.93,Ideal,H,SI1,62.4,55.0,4635,6.2,6.24,3.88 +1741,0.72,Ideal,E,SI1,62.2,58.0,3037,5.72,5.75,3.57 +35609,0.31,Ideal,G,VVS2,60.8,56.0,907,4.4,4.38,2.67 +31603,0.25,Ideal,H,VS2,61.0,55.0,367,4.09,4.11,2.5 +29874,0.3,Ideal,D,VS2,61.0,55.0,710,4.33,4.36,2.65 +46224,0.5,Premium,D,VS2,61.4,59.0,1752,5.11,5.15,3.15 +22919,1.51,Ideal,H,VS2,64.2,59.0,10959,7.22,7.16,4.62 +53379,0.71,Ideal,I,SI1,61.3,56.0,2660,5.72,5.75,3.52 +39918,0.42,Very Good,E,VS1,62.1,55.0,1105,4.81,4.85,3.0 +20827,1.1,Very Good,G,IF,59.8,56.0,9053,6.75,6.82,4.06 +598,0.7,Premium,F,VS2,62.3,58.0,2838,5.72,5.64,3.54 +7143,1.2,Premium,J,SI2,61.8,56.0,4177,6.85,6.81,4.22 +21307,1.35,Ideal,H,VS2,60.8,56.0,9462,7.13,7.17,4.35 +20318,1.5,Good,I,VVS2,65.4,59.0,8732,7.09,7.14,4.65 +8341,1.02,Ideal,J,VS2,60.7,57.0,4397,6.5,6.54,3.96 +33083,0.32,Premium,E,VVS1,60.8,59.0,814,4.43,4.45,2.7 +52260,0.76,Ideal,G,SI2,62.3,55.0,2489,5.83,5.89,3.65 +1851,0.7,Ideal,F,VS2,61.6,55.0,3064,5.72,5.75,3.53 +1785,0.62,Very Good,D,VVS2,58.1,63.0,3050,5.59,5.66,3.27 +10926,0.96,Very Good,G,VS1,60.5,63.0,4892,6.32,6.28,3.81 +34384,0.41,Ideal,I,VVS1,61.3,56.0,863,4.8,4.85,2.96 +10567,1.0,Premium,H,SI1,62.4,59.0,4816,6.42,6.37,3.99 +42985,0.41,Ideal,E,VVS1,61.3,55.0,1367,4.76,4.8,2.93 +17590,1.2,Very Good,I,VVS1,62.6,56.0,7080,6.7,6.74,4.21 +48454,0.55,Premium,D,VS1,62.0,58.0,1975,5.26,5.28,3.27 +50041,0.9,Very Good,F,I1,61.9,59.0,2199,6.16,6.18,3.82 +42004,0.58,Very Good,E,SI2,63.5,60.0,1265,5.24,5.28,3.34 +35574,0.35,Premium,F,VS2,61.4,59.0,906,4.56,4.53,2.79 +1875,0.79,Very Good,F,SI1,58.5,61.0,3073,6.03,6.08,3.54 +9866,1.03,Premium,D,SI2,61.7,58.0,4679,6.47,6.5,4.0 +42697,0.6,Ideal,D,SI2,61.3,59.0,1338,5.42,5.48,3.34 +13790,1.0,Very Good,D,SI1,62.2,58.0,5621,6.34,6.45,3.98 +30813,0.38,Ideal,G,VS2,61.6,55.0,743,4.67,4.71,2.89 +9461,0.92,Premium,E,VS2,61.2,62.0,4600,6.27,6.22,3.82 +34774,0.41,Premium,D,SI2,62.3,58.0,876,4.77,4.74,2.96 +47325,0.23,Very Good,D,VVS2,61.3,58.0,530,3.93,3.97,2.42 +1132,0.71,Premium,E,VS1,59.7,57.0,2920,5.87,5.78,3.48 +39889,0.42,Premium,F,VS1,61.2,58.0,1103,4.86,4.82,2.96 +41201,0.32,Ideal,F,IF,61.2,56.0,1204,4.41,4.45,2.71 +11123,1.24,Ideal,I,SI2,60.7,57.0,4937,6.98,6.92,4.22 +53710,0.75,Very Good,E,SI2,60.2,57.0,2719,5.89,5.94,3.56 +17962,1.5,Premium,J,SI1,61.7,59.0,7258,7.36,7.32,4.53 +29772,0.3,Ideal,I,VVS1,62.1,56.0,709,4.33,4.3,2.68 +21951,1.26,Very Good,G,VVS2,60.9,56.0,10020,6.95,7.01,4.25 +22743,1.51,Ideal,H,VS2,62.5,55.0,10763,7.29,7.34,4.57 +22731,1.5,Premium,H,VS2,61.6,55.0,10750,7.43,7.37,4.56 +11691,1.07,Ideal,H,SI1,61.5,56.0,5065,6.6,6.66,4.08 +15867,2.02,Fair,G,I1,65.6,57.0,6346,7.87,7.8,5.15 +36660,0.3,Ideal,E,VVS2,61.4,56.0,949,4.33,4.37,2.67 +28133,0.29,Very Good,D,VVS2,62.3,59.0,664,4.21,4.26,2.64 +28454,0.41,Ideal,G,SI1,62.2,56.0,671,4.75,4.77,2.96 +21193,1.28,Ideal,G,VS1,61.7,55.0,9342,6.97,7.02,4.32 +7212,0.9,Premium,H,VS2,61.7,59.0,4191,6.19,6.13,3.8 +24613,2.27,Ideal,I,SI2,60.5,55.0,12939,8.63,8.53,5.19 +754,0.7,Good,E,VVS2,60.1,63.0,2857,5.68,5.71,3.42 +30732,0.33,Ideal,D,VS1,61.7,55.0,739,4.47,4.48,2.76 +19439,1.51,Ideal,J,VS1,62.7,56.0,8092,7.3,7.35,4.59 +19336,1.5,Very Good,J,VS1,61.7,58.0,8039,7.29,7.33,4.51 +38855,0.4,Premium,G,VVS2,62.5,60.0,1050,4.7,4.65,2.92 +16434,1.13,Ideal,E,SI1,62.2,55.0,6563,6.66,6.69,4.15 +24919,1.91,Premium,I,SI1,60.9,53.0,13367,8.11,8.07,4.93 +49990,0.7,Good,E,SI2,63.7,61.0,2192,5.6,5.64,3.58 +27369,0.28,Ideal,F,IF,62.4,55.0,646,4.17,4.2,2.61 +30010,0.35,Very Good,E,VS2,61.9,61.0,716,4.5,4.54,2.8 +31976,0.26,Very Good,F,VS2,58.7,59.0,453,4.14,4.27,2.47 +15875,1.2,Very Good,H,SI1,61.6,61.0,6350,6.81,6.77,4.18 +9413,1.01,Very Good,G,SI1,62.9,61.0,4588,6.36,6.4,4.01 +1274,0.77,Ideal,D,SI1,62.6,57.0,2949,5.81,5.92,3.67 +19430,1.23,Ideal,H,VVS2,62.0,55.0,8079,6.85,6.9,4.26 +45102,0.5,Ideal,H,VVS1,61.9,54.0,1648,5.13,5.14,3.18 +26315,2.1,Premium,I,SI1,61.5,59.0,15818,8.28,8.24,5.08 +21376,0.34,Very Good,D,SI1,60.2,60.0,626,4.5,4.54,2.72 +20304,1.64,Premium,I,SI1,62.4,58.0,8716,7.58,7.52,4.71 +37610,0.24,Very Good,E,VVS1,62.8,59.0,485,3.94,3.96,2.48 +47936,0.56,Premium,E,VS2,61.9,55.0,1915,5.31,5.25,3.27 +11444,0.92,Very Good,F,VS1,61.0,60.0,5006,6.25,6.27,3.82 +52228,0.7,Ideal,H,VS1,61.9,55.0,2484,5.66,5.72,3.52 +51807,0.71,Very Good,F,SI1,63.0,55.0,2416,5.65,5.71,3.58 +7624,0.9,Ideal,G,SI1,62.5,55.0,4260,6.17,6.21,3.87 +16398,1.09,Very Good,G,VS1,62.5,59.0,6546,6.56,6.59,4.11 +31368,0.33,Ideal,F,VVS2,60.7,56.0,761,4.46,4.5,2.72 +7798,1.03,Ideal,G,SI2,62.9,57.0,4290,6.37,6.47,4.04 +19937,1.23,Premium,F,VS2,62.9,58.0,8486,6.82,6.76,4.27 +48469,0.5,Very Good,F,VVS1,63.5,60.0,1978,4.98,5.04,3.18 +53075,0.71,Ideal,D,SI2,61.5,56.0,2610,5.74,5.78,3.54 +48524,0.54,Ideal,G,VVS2,61.8,56.0,1985,5.23,5.25,3.24 +40730,0.51,Ideal,H,SI1,61.3,57.0,1161,5.1,5.14,3.14 +49266,0.58,Ideal,F,VS1,62.1,56.0,2088,5.38,5.32,3.32 +17423,1.06,Ideal,D,VS2,62.5,54.0,6981,6.6,6.53,4.1 +26241,2.01,Ideal,I,SI1,62.3,57.0,15680,8.04,8.08,5.02 +15140,1.43,Fair,E,SI2,66.0,57.0,6086,7.02,7.0,4.63 +3008,0.76,Good,G,IF,64.6,61.0,3304,5.72,5.8,3.72 +43812,0.51,Good,G,VS2,63.9,56.0,1443,5.1,5.07,3.25 +25100,1.76,Premium,H,VS2,62.2,60.0,13626,7.72,7.68,4.79 +28703,0.38,Very Good,I,VS2,61.7,56.0,680,4.65,4.68,2.88 +31900,0.3,Ideal,G,VS1,61.4,57.0,776,4.34,4.29,2.65 +27699,0.4,Ideal,D,SI2,60.5,57.0,648,4.73,4.76,2.87 +13025,0.26,Very Good,H,VVS2,63.3,58.0,600,4.08,4.04,2.57 +53726,0.72,Premium,D,VS2,61.1,60.0,2721,5.74,5.69,3.49 +22316,1.5,Very Good,E,SI1,63.2,59.0,10356,7.24,7.2,4.56 +16961,1.2,Ideal,I,VS1,62.8,55.0,6774,6.79,6.75,4.25 +10727,0.31,Good,D,SI2,63.9,57.0,593,4.33,4.28,2.75 +52921,0.71,Premium,E,VS2,62.4,60.0,2590,5.66,5.68,3.54 +26889,2.08,Premium,G,VS2,61.3,58.0,16854,8.21,8.17,5.02 +17944,1.7,Premium,I,SI2,59.4,59.0,7250,7.83,7.75,4.63 +25082,1.5,Good,D,SI1,61.3,61.0,13603,7.32,7.39,4.51 +46338,0.58,Ideal,E,SI1,61.6,55.0,1758,5.38,5.33,3.3 +22916,1.31,Ideal,F,VS1,61.9,54.0,10957,7.03,7.06,4.35 +35199,0.43,Good,G,VS2,61.8,60.7,891,4.8,4.84,2.99 +48498,0.54,Ideal,H,IF,61.5,54.0,1981,5.27,5.3,3.25 +32270,0.3,Ideal,G,VVS1,61.3,56.0,789,4.3,4.34,2.65 +31450,0.4,Very Good,G,SI2,63.4,59.0,765,4.66,4.64,2.95 +29722,0.31,Good,H,VVS1,63.3,58.0,707,4.28,4.32,2.72 +40759,0.4,Premium,F,VVS2,60.7,58.0,1163,4.75,4.7,2.87 +4451,0.91,Premium,F,SI2,61.4,60.0,3618,6.23,6.21,3.82 +23693,1.5,Good,D,SI1,63.1,57.0,11756,7.24,7.31,4.59 +22166,1.5,Premium,D,SI2,60.5,59.0,10206,7.37,7.27,4.43 +48833,0.53,Ideal,F,VVS2,62.7,56.0,2030,5.16,6.2,3.25 +44489,0.7,Premium,F,SI2,61.6,60.0,1597,5.78,5.68,3.53 +1458,0.76,Ideal,E,SI2,62.1,56.0,2978,5.85,5.88,3.64 +13081,1.01,Premium,H,VS1,61.1,58.0,5416,6.45,6.48,3.95 +27631,4.5,Fair,J,I1,65.8,58.0,18531,10.23,10.16,6.72 +10170,1.0,Good,H,VS1,62.1,64.0,4732,6.4,6.18,3.91 +30194,0.42,Good,F,SI1,63.4,56.0,722,4.75,4.78,3.02 +13546,1.02,Ideal,F,SI1,60.1,59.0,5549,6.59,6.56,3.95 +8290,1.01,Very Good,F,SI2,62.3,59.0,4384,6.31,6.37,3.95 +38939,0.4,Ideal,E,VS1,62.0,54.0,1053,4.74,4.77,2.95 +33925,0.37,Ideal,E,VVS2,62.2,56.0,844,4.6,4.63,2.87 +19947,2.34,Premium,I,I1,61.5,60.0,8491,8.47,8.43,5.2 +20983,1.71,Premium,H,SI1,58.1,59.0,9193,7.88,7.81,4.56 +38908,0.33,Ideal,E,VVS1,61.7,56.0,1052,4.46,4.42,2.74 +45204,0.51,Premium,G,VS1,61.1,58.0,1656,5.12,5.19,3.15 +8661,1.08,Ideal,H,SI2,60.4,57.0,4455,6.63,6.68,4.02 +3836,1.0,Premium,H,SI2,59.0,58.0,3472,6.62,6.5,3.87 +32338,0.3,Very Good,G,VVS1,61.9,59.0,789,4.28,4.31,2.66 +21705,0.31,Ideal,E,VS2,61.7,57.0,627,4.35,4.37,2.69 +43364,0.52,Very Good,G,VS2,61.9,59.0,1408,5.12,5.16,3.18 +372,0.58,Ideal,E,VVS2,60.9,56.0,2808,5.41,5.43,3.3 +31755,0.4,Premium,D,SI1,61.6,58.0,772,4.69,4.73,2.9 +36143,0.33,Ideal,E,VS2,61.9,56.0,928,4.46,4.43,2.75 +6384,0.25,Premium,F,IF,61.1,58.0,576,4.08,4.1,2.5 +43431,0.5,Very Good,D,SI1,62.8,58.0,1415,5.02,5.05,3.16 +20800,1.05,Ideal,F,VVS2,61.9,57.0,9032,6.52,6.5,4.03 +20517,1.54,Ideal,J,VS1,62.2,59.0,8848,7.34,7.38,4.58 +32921,0.44,Very Good,E,SI1,62.2,60.0,810,4.79,4.86,3.0 +22825,1.01,Ideal,E,VVS2,61.7,55.0,10852,6.44,6.49,3.99 +48151,0.72,Premium,J,VS2,61.7,58.0,1941,5.67,5.77,3.53 +33151,0.31,Premium,G,VVS1,61.4,58.0,816,4.32,4.35,2.66 +52709,0.8,Ideal,H,SI1,62.4,57.0,2553,5.97,5.95,3.72 +25362,0.28,Very Good,F,VVS1,60.1,59.0,642,4.24,4.25,2.55 +16633,1.12,Ideal,G,VS2,62.0,56.0,6652,6.64,6.69,4.13 +22499,1.56,Ideal,H,SI1,62.4,53.7,10536,7.43,7.48,4.65 +29091,0.36,Ideal,G,SI1,62.7,55.0,689,4.59,4.54,2.86 +50245,0.7,Premium,I,VS1,62.9,61.0,2234,5.64,5.62,3.54 +12132,1.08,Fair,H,VVS2,55.9,63.0,5171,6.9,6.8,3.83 +52046,0.55,Very Good,G,VVS1,61.5,55.1,2451,5.26,5.28,3.24 +44758,0.52,Ideal,F,VS2,61.8,55.4,1620,5.13,5.17,3.18 +11614,1.14,Premium,D,SI2,59.2,61.0,5047,6.84,6.82,4.04 +53366,0.7,Very Good,G,VS2,63.1,55.0,2657,5.64,5.61,3.55 +49251,0.71,Very Good,G,SI2,63.4,56.0,2086,5.68,5.62,3.58 +25604,2.08,Premium,H,SI2,58.8,60.0,14462,8.39,8.35,4.92 +4241,0.71,Ideal,D,VS1,60.4,60.0,3576,5.77,5.82,3.5 +52892,0.55,Very Good,E,VVS1,61.2,57.0,2585,5.27,5.29,3.23 +25742,1.51,Ideal,G,VS1,61.9,57.0,14674,7.37,7.34,4.55 +8733,0.9,Premium,G,VS1,62.7,60.0,4460,6.13,6.06,3.82 +31321,0.36,Premium,I,IF,59.9,59.0,758,4.58,4.63,2.76 +44383,0.67,Good,J,VS1,64.2,55.6,1581,5.54,5.57,3.57 +31554,0.31,Ideal,F,IF,59.7,60.0,766,4.4,4.44,2.64 +13132,1.05,Premium,E,SI1,61.2,58.0,5433,6.57,6.53,4.01 +45257,0.6,Very Good,F,SI1,60.6,57.0,1661,5.46,5.5,3.32 +33417,0.32,Premium,H,VVS2,62.3,58.0,828,4.37,4.33,2.71 +16898,1.21,Very Good,H,VS2,62.1,60.0,6745,6.77,6.83,4.22 +1391,0.24,Ideal,G,VVS1,62.0,55.0,559,4.01,4.03,2.49 +933,0.9,Good,H,SI2,62.7,64.0,2883,6.09,6.0,3.79 +12894,1.16,Very Good,G,SI1,60.5,60.0,5372,6.86,6.77,4.12 +33182,0.41,Good,E,SI2,63.8,57.0,818,4.75,4.68,3.01 +2974,0.62,Ideal,F,VVS2,61.4,56.0,3299,5.46,5.5,3.37 +11303,1.04,Premium,H,SI1,59.5,58.0,4980,6.67,6.58,3.94 +27016,1.5,Premium,E,VS1,59.5,61.0,17143,7.46,7.43,4.43 +25713,1.35,Ideal,G,IF,62.2,57.0,14616,7.07,7.11,4.41 +29209,0.4,Good,I,VS2,64.1,57.0,695,4.65,4.61,2.97 +602,0.7,Very Good,E,SI1,63.5,59.0,2838,5.53,5.49,3.5 +29671,0.28,Very Good,F,VVS2,62.6,55.0,707,4.18,4.2,2.62 +33292,0.31,Very Good,D,SI2,62.7,59.0,462,4.3,4.35,2.71 +40368,0.33,Ideal,E,VVS1,61.6,55.0,1130,4.44,4.46,2.74 +8560,1.1,Premium,H,SI2,62.6,57.0,4435,6.6,6.56,4.12 +53925,0.73,Ideal,I,VS2,61.6,55.0,2756,5.82,5.84,3.59 +2444,0.9,Fair,E,SI2,57.5,68.0,3187,6.37,6.33,3.65 +30421,0.32,Ideal,G,VVS2,62.4,56.0,730,4.4,4.42,2.75 +13480,1.01,Ideal,E,SI1,62.0,56.0,5534,6.41,6.47,3.99 +8105,1.15,Premium,J,SI1,62.3,55.0,4347,6.76,6.66,4.18 +1645,1.03,Very Good,G,I1,60.8,57.0,3018,6.51,6.55,3.97 +25288,2.01,Very Good,G,SI2,61.3,60.0,13940,8.08,8.17,4.98 +32677,0.31,Premium,G,VS1,61.8,59.0,802,4.35,4.32,2.68 +38581,0.4,Ideal,G,VS2,61.2,57.0,1035,4.78,4.73,2.91 +21217,1.07,Ideal,G,IF,61.5,57.0,9361,6.54,6.59,4.04 +7271,1.04,Ideal,G,SI2,62.0,57.0,4200,6.53,6.6,4.07 +11687,1.37,Very Good,J,SI2,60.7,60.0,5063,7.07,7.19,4.33 +43898,0.27,Premium,G,VS2,62.4,59.0,509,4.13,4.11,2.57 +35677,0.42,Very Good,D,VS2,63.2,58.0,910,4.77,4.79,3.02 +28692,0.31,Very Good,F,VS1,61.0,57.5,679,4.37,4.39,2.67 +11377,0.34,Very Good,E,SI1,60.3,57.0,596,4.53,4.56,2.74 +46837,0.79,Very Good,G,SI2,63.4,60.0,1809,5.83,5.77,3.68 +37059,0.43,Premium,G,SI1,62.7,56.0,968,4.83,4.8,3.02 +47711,0.57,Ideal,E,VS1,60.5,57.0,1884,5.33,5.38,3.24 +51201,0.7,Ideal,I,VS2,61.6,56.0,2351,5.67,5.72,3.51 +34119,0.31,Ideal,E,VVS1,62.5,54.0,853,4.33,4.37,2.72 +37139,0.37,Premium,E,VS2,60.2,58.0,971,4.68,4.65,2.81 +44981,0.31,Premium,I,SI1,61.3,58.0,523,4.37,4.34,2.67 +33522,0.34,Ideal,E,VS2,62.0,56.0,829,4.48,4.46,2.77 +15221,1.15,Very Good,F,SI1,62.5,59.0,6110,6.62,6.69,4.16 +6656,1.02,Good,H,SI1,57.1,61.0,4093,6.57,6.66,3.78 +7490,1.02,Premium,F,SI2,59.9,59.0,4238,6.59,6.56,3.94 +19140,1.12,Premium,F,VS1,61.8,59.0,7903,6.75,6.65,4.14 +36304,0.32,Premium,H,VVS1,61.4,58.0,936,4.42,4.37,2.7 +32735,0.31,Premium,F,VS2,62.9,58.0,802,4.31,4.27,2.7 +31289,0.36,Ideal,F,SI2,61.2,56.0,450,4.61,4.64,2.83 +30083,0.32,Premium,I,VVS2,60.7,59.0,720,4.43,4.4,2.68 +45484,0.51,Ideal,D,VS2,62.4,55.0,1678,5.12,5.14,3.2 +21886,1.5,Good,G,SI1,59.7,65.0,9954,7.46,7.34,4.42 +478,0.71,Ideal,G,VS1,62.9,58.0,2820,5.66,5.69,3.57 +34489,0.43,Premium,G,VS2,61.3,58.0,867,4.83,4.86,2.97 +46797,0.5,Good,G,VVS2,63.8,56.0,1806,5.06,5.03,3.22 +14972,1.0,Good,F,VS2,62.1,61.0,6030,6.31,6.38,3.94 +22869,1.7,Premium,I,VS2,62.4,58.0,10910,7.61,7.56,4.73 +48887,0.7,Very Good,F,SI2,59.6,61.0,2039,5.8,5.88,3.48 +39750,0.5,Premium,H,SI1,62.3,59.0,1094,5.02,4.99,3.12 +10083,0.95,Very Good,E,SI1,62.8,59.0,4711,6.21,6.25,3.91 +37138,0.33,Ideal,F,IF,61.3,55.0,971,4.48,4.49,2.75 +2075,0.81,Premium,H,VS1,61.7,58.0,3107,5.98,5.95,3.68 +12177,1.02,Premium,E,SI1,62.6,58.0,5183,6.44,6.47,4.05 +27573,2.01,Ideal,F,SI2,61.9,55.0,18395,8.1,8.05,5.0 +24455,1.53,Premium,G,VS2,61.8,59.0,12717,7.45,7.31,4.56 +33053,0.3,Ideal,F,VVS1,62.1,54.0,814,4.32,4.35,2.69 +53165,0.84,Ideal,H,SI2,63.0,56.0,2628,6.04,6.02,3.8 +47274,0.5,Ideal,H,IF,62.4,54.0,1844,5.1,5.13,3.19 +5835,0.9,Very Good,D,SI2,63.5,58.0,3918,6.08,6.17,3.89 +20797,1.26,Ideal,G,VS1,61.2,57.0,9032,7.03,6.95,4.28 +13485,1.2,Ideal,I,SI1,62.4,57.0,5535,6.75,6.8,4.23 +35735,0.3,Ideal,D,VS2,62.3,56.0,911,4.32,4.29,2.68 +45535,0.81,Fair,H,SI2,66.2,58.0,1687,5.78,5.74,3.81 +37212,0.34,Ideal,G,IF,61.9,55.0,974,4.51,4.54,2.8 +8528,1.0,Premium,G,SI1,60.2,59.0,4427,6.5,6.39,3.88 +21791,1.05,Premium,E,VVS2,59.6,60.0,9858,6.61,6.58,3.93 +24105,2.01,Good,J,SI1,63.6,59.0,12257,7.96,8.01,5.08 +50218,0.7,Ideal,F,SI1,62.2,57.0,2230,5.67,5.74,3.55 +49458,0.51,Premium,G,VVS1,60.1,56.0,2111,5.35,5.16,3.16 +35204,0.44,Very Good,J,VS1,63.1,57.0,891,4.87,4.83,3.06 +6131,1.21,Premium,J,SI2,60.8,58.0,3984,6.93,6.88,4.19 +26655,2.0,Very Good,I,VS2,60.4,60.0,16459,8.14,8.19,4.93 +6868,0.91,Premium,H,VS2,61.9,59.0,4128,6.23,6.18,3.84 +38632,0.31,Ideal,H,VS2,62.1,55.0,489,4.32,4.35,2.69 +10180,1.22,Premium,I,SI2,61.5,61.0,4735,6.89,6.83,4.22 +7805,0.9,Very Good,D,SI1,61.8,59.0,4291,6.13,6.16,3.8 +45223,0.52,Ideal,E,SI1,62.4,58.0,1656,5.16,5.13,3.21 +49793,0.85,Good,J,SI1,59.2,64.0,2163,6.13,6.17,3.64 +4521,1.0,Premium,G,SI1,60.1,61.0,3634,6.44,6.4,3.86 +20417,1.28,Ideal,G,VS2,62.2,57.0,8774,6.99,6.94,4.33 +44904,0.5,Very Good,E,VS2,63.4,59.0,1629,5.09,5.06,3.22 +10284,1.11,Premium,G,SI2,61.2,59.0,4755,6.74,6.66,4.1 +45570,0.52,Very Good,E,VS2,60.3,60.0,1689,5.17,5.21,3.13 +7732,0.3,Very Good,G,VS1,62.6,56.0,581,4.29,4.31,2.69 +47844,0.53,Ideal,F,VS1,62.2,55.0,1908,5.22,5.17,3.23 +13589,1.01,Very Good,H,VS2,62.8,59.0,5559,6.33,6.38,3.99 +7681,1.0,Ideal,F,SI2,61.8,57.0,4274,6.45,6.36,3.96 +43031,0.5,Very Good,G,VS2,62.8,56.0,1373,5.05,5.08,3.18 +7781,0.9,Ideal,F,SI1,61.5,56.0,4284,6.25,6.2,3.83 +25654,2.14,Very Good,J,SI1,62.3,59.0,14556,8.24,8.26,5.14 +14792,1.05,Premium,E,SI1,62.5,59.0,5951,6.5,6.43,4.04 +29730,0.31,Good,H,VVS1,63.1,57.0,707,4.25,4.31,2.7 +42616,0.36,Very Good,E,SI2,62.6,57.0,505,4.5,4.54,2.83 +21158,1.54,Premium,I,SI1,60.1,58.0,9314,7.53,7.48,4.51 +1251,0.72,Ideal,H,VVS1,62.5,57.0,2946,5.7,5.73,3.57 +48112,0.5,Ideal,G,VVS2,61.2,56.0,1935,5.13,5.1,3.13 +33311,0.35,Very Good,D,SI1,63.3,57.0,827,4.53,4.51,2.86 +8511,1.03,Fair,G,SI1,64.7,63.0,4424,6.36,6.31,4.1 +33697,0.33,Ideal,G,VVS1,61.7,55.0,838,4.44,4.48,2.75 +13725,0.3,Good,E,VS2,59.7,63.0,603,4.32,4.35,2.59 +31982,0.3,Premium,F,VS2,62.2,58.0,776,4.31,4.28,2.67 +35812,0.31,Ideal,F,IF,62.2,55.0,914,4.35,4.37,2.71 +41147,0.5,Very Good,F,SI1,61.0,60.0,1197,5.08,5.11,3.11 +11100,1.27,Ideal,J,SI2,61.2,55.7,4931,6.95,6.99,4.27 +42770,0.51,Ideal,D,SI1,62.9,55.0,1346,5.07,5.11,3.2 +23492,1.01,Premium,E,IF,62.6,58.0,11491,6.44,6.37,4.01 +41012,0.42,Ideal,D,VVS2,61.7,55.0,1185,4.79,4.83,2.97 +46746,0.6,Premium,D,SI1,62.9,58.0,1799,5.39,5.33,3.37 +12471,1.08,Premium,H,VS2,62.1,58.0,5250,6.63,6.51,4.08 +15866,2.02,Fair,G,I1,68.0,55.0,6346,7.77,7.72,5.27 +12559,1.12,Ideal,F,SI2,61.8,56.0,5277,6.65,6.68,4.12 +7489,1.06,Ideal,G,SI2,62.5,55.0,4238,6.55,6.51,4.08 +17359,1.56,Good,J,VS2,57.6,65.0,6966,7.6,7.62,4.38 +35310,0.3,Premium,I,VS1,59.8,60.0,473,4.34,4.36,2.6 +34525,0.33,Very Good,G,VVS1,61.4,60.0,868,4.39,4.44,2.71 +11341,1.01,Premium,F,SI1,59.7,61.0,4989,6.55,6.49,3.89 +18094,1.51,Good,E,SI2,64.3,58.0,7314,7.24,7.15,4.62 +51064,0.64,Very Good,D,VS2,58.6,59.0,2332,5.7,5.74,3.35 +24400,1.71,Ideal,H,SI1,62.2,56.0,12641,7.74,7.7,4.8 +37189,0.32,Premium,D,VVS1,62.0,60.0,973,4.4,4.37,2.72 +34856,0.3,Good,G,VVS2,63.8,56.0,878,4.29,4.27,2.73 +43558,0.52,Ideal,E,SI1,61.4,57.0,1429,5.18,5.15,3.17 +49147,0.72,Ideal,G,SI2,61.9,57.0,2068,5.73,5.77,3.56 +5054,0.31,Ideal,H,SI1,62.7,56.0,573,4.38,4.33,2.73 +2841,0.7,Very Good,F,VVS1,59.3,62.0,3270,5.74,5.77,3.41 +28385,0.33,Ideal,I,VS1,61.6,57.0,668,4.46,4.41,2.73 +33647,0.44,Very Good,J,VVS2,63.6,58.0,834,4.8,4.83,3.06 +37859,0.44,Ideal,E,VS2,62.4,57.0,1003,4.88,4.9,3.05 +37936,0.26,Very Good,G,VVS2,62.5,55.0,486,4.1,4.12,2.57 +8078,1.01,Premium,D,SI2,60.8,61.0,4338,6.5,6.45,3.94 +1953,0.7,Good,D,VS2,63.9,58.0,3087,5.58,5.62,3.58 +37218,0.38,Good,E,VVS1,62.4,64.0,975,4.61,4.59,2.87 +35516,0.35,Ideal,E,VVS1,61.8,56.0,905,4.5,4.53,2.79 +41396,0.53,Ideal,E,SI2,60.9,57.0,1223,5.21,5.23,3.18 +13650,1.33,Very Good,H,SI2,63.5,57.0,5586,6.99,6.88,4.4 +4883,0.71,Ideal,D,VS1,60.9,58.0,3716,5.72,5.78,3.5 +43184,0.54,Very Good,G,SI1,62.8,59.0,1392,5.14,5.18,3.24 +23242,1.71,Good,I,VS2,58.0,60.0,11250,7.85,7.9,4.57 +4301,1.08,Very Good,F,SI2,63.1,59.0,3590,6.51,6.46,4.09 +48222,0.57,Ideal,G,VS1,61.3,56.0,1949,5.36,5.34,3.28 +22941,1.25,Ideal,G,VVS2,62.2,55.0,10983,6.87,6.93,4.29 +4818,0.91,Premium,E,SI2,61.1,59.0,3703,6.2,6.24,3.8 +45394,0.54,Premium,F,VS2,58.9,59.0,1667,5.37,5.32,3.15 +16030,0.3,Ideal,I,VS1,62.5,54.0,608,4.32,4.29,2.69 +15947,1.0,Premium,G,VS1,62.4,60.0,6377,6.39,6.37,3.98 +46090,0.53,Ideal,E,VS2,62.0,56.0,1739,5.16,5.2,3.21 +5521,1.0,Premium,H,SI2,61.2,59.0,3850,6.38,6.42,3.92 +19007,1.05,Good,E,VS1,63.1,59.0,7826,6.45,6.49,4.08 +20194,1.51,Ideal,G,SI2,60.8,57.0,8637,7.39,7.44,4.51 +1711,0.32,Good,E,SI1,63.3,56.0,561,4.34,4.35,2.75 +24096,1.91,Fair,I,VS1,59.5,68.0,12244,8.1,7.91,4.78 +32244,0.31,Ideal,H,IF,61.4,56.0,789,4.39,4.41,2.7 +52416,0.7,Premium,G,VS1,62.6,60.0,2512,5.58,5.66,3.52 +27338,1.7,Ideal,F,VS2,62.3,56.0,17892,7.61,7.65,4.75 +6504,0.9,Premium,H,VS1,61.8,56.0,4064,6.18,6.16,3.81 +30572,0.31,Ideal,D,VS2,61.2,55.0,734,4.35,4.38,2.67 +46813,0.51,Premium,D,VS2,62.0,60.0,1807,5.12,5.07,3.16 +18406,1.32,Ideal,I,VS1,61.2,57.0,7480,7.06,7.12,4.34 +41820,0.6,Ideal,G,SI2,59.1,56.0,1250,5.58,5.52,3.28 +29825,0.31,Very Good,E,VVS2,61.5,55.0,710,4.37,4.41,2.7 +50311,0.7,Good,E,SI2,57.8,61.0,2239,5.89,5.85,3.39 +7045,1.02,Very Good,F,SI2,60.2,61.0,4162,6.48,6.52,3.91 +50570,0.75,Ideal,E,SI2,62.1,57.0,2278,5.81,5.85,3.62 +40675,0.5,Premium,E,SI1,61.4,58.0,1155,5.17,5.09,3.15 +15072,1.02,Very Good,G,VS2,60.5,54.0,6058,6.48,6.57,3.95 +17179,1.12,Ideal,F,VS2,60.9,55.0,6858,6.73,6.67,4.08 +8298,0.9,Premium,E,SI1,61.6,57.0,4385,6.25,6.19,3.83 +41983,0.51,Very Good,D,SI2,62.8,57.0,1264,5.1,5.12,3.21 +16875,1.03,Very Good,F,VS1,60.2,55.0,6733,6.62,6.56,3.97 +18462,1.51,Fair,H,SI1,55.8,61.0,7509,7.72,7.63,4.28 +44062,0.55,Ideal,E,SI1,61.7,57.0,1551,5.23,5.27,3.24 +28647,0.29,Ideal,J,VS1,61.8,56.0,435,4.23,4.26,2.62 +35506,0.41,Premium,E,SI1,61.5,61.0,904,4.78,4.75,2.93 +24864,2.5,Fair,H,SI2,64.9,58.0,13278,8.46,8.43,5.48 +49041,0.71,Fair,G,SI2,64.8,58.0,2055,5.6,5.57,3.62 +3567,0.8,Very Good,D,VS2,60.6,63.0,3419,5.94,5.9,3.59 +39576,0.42,Ideal,I,VS2,61.4,56.0,1081,4.83,4.85,2.97 +3102,0.71,Ideal,D,VS2,61.2,57.0,3321,5.73,5.77,3.52 +41768,0.46,Good,G,VVS2,60.2,60.5,1245,4.98,5.04,3.02 +10447,1.01,Very Good,G,SI1,59.9,56.0,4788,6.45,6.6,3.91 +5352,0.8,Premium,F,VS1,60.5,59.0,3813,6.0,6.03,3.64 +32293,0.3,Ideal,H,VS2,61.7,57.0,454,4.28,4.32,2.65 +8464,1.03,Very Good,F,SI2,61.8,59.0,4414,6.43,6.48,3.99 +49420,0.55,Ideal,E,VS1,62.0,56.0,2107,5.27,5.24,3.26 +29297,0.31,Ideal,I,SI1,62.2,54.0,436,4.36,4.39,2.72 +16407,1.3,Ideal,H,SI2,61.1,57.0,6552,7.09,7.04,4.32 +35136,0.41,Very Good,F,VS1,62.1,60.0,889,4.72,4.75,2.94 +14932,1.22,Premium,I,VS1,61.1,58.0,6012,6.84,6.91,4.2 +30446,0.43,Very Good,J,VS2,60.9,59.0,731,4.86,4.9,2.97 +5103,0.73,Ideal,E,VS1,61.7,57.0,3758,5.77,5.8,3.57 +1046,0.72,Ideal,H,VVS1,62.8,57.0,2907,5.68,5.72,3.58 +33444,0.32,Ideal,G,VS1,61.6,56.0,828,4.42,4.38,2.71 +18251,1.17,Ideal,G,VS2,62.0,56.0,7413,6.71,6.74,4.17 +21334,1.53,Premium,G,SI1,58.4,59.0,9476,7.62,7.55,4.43 +40225,0.4,Premium,D,VS1,60.9,58.0,1123,4.78,4.81,2.92 +39142,0.41,Premium,G,VS2,62.9,59.0,1061,4.75,4.7,2.97 +6737,0.3,Very Good,E,VS1,61.5,57.0,578,4.28,4.31,2.64 +28344,0.33,Ideal,G,VS1,60.1,55.0,666,4.5,4.55,2.72 +22121,1.51,Ideal,E,SI2,62.6,53.0,10147,7.4,7.32,4.61 +865,0.75,Very Good,D,SI1,60.7,55.0,2872,5.87,5.92,3.58 +8311,1.0,Good,H,SI1,63.4,56.0,4389,6.34,6.37,4.03 +30761,0.25,Premium,E,VVS2,62.5,59.0,740,4.05,4.02,2.52 +53262,0.74,Premium,F,SI1,61.4,59.0,2648,5.81,5.82,3.57 +33346,0.41,Premium,G,VS2,62.6,58.0,827,4.71,4.74,2.96 +22899,1.91,Good,I,SI2,62.8,58.0,10937,7.82,7.89,4.93 +24180,1.74,Ideal,D,SI2,64.5,56.0,12361,7.56,7.54,4.87 +656,0.79,Ideal,H,VS2,62.5,57.0,2844,5.91,5.93,3.7 +48154,0.59,Ideal,E,VS2,60.2,59.0,1941,5.47,5.49,3.3 +13931,1.0,Good,G,VS2,59.9,57.0,5667,6.45,6.51,3.88 +29440,0.32,Very Good,F,VVS2,63.8,55.0,701,4.33,4.39,2.78 +36841,0.37,Very Good,G,VS1,63.1,56.0,957,4.59,4.57,2.89 +6932,1.01,Good,F,SI2,58.2,61.0,4140,6.47,6.53,3.78 +9503,0.91,Good,E,SI1,63.6,57.0,4611,6.13,6.1,3.89 +8207,0.7,Ideal,D,VVS2,62.0,53.4,4369,5.69,5.72,3.54 +11798,1.1,Premium,G,SI1,62.3,58.0,5088,6.61,6.55,4.1 +14352,1.14,Premium,D,SI1,60.5,59.0,5809,6.79,6.73,4.09 +2816,0.84,Ideal,D,SI1,61.5,54.0,3265,6.07,6.13,3.75 +42718,0.51,Fair,E,SI1,55.8,61.0,1340,5.43,5.35,3.01 +43686,0.5,Very Good,D,SI1,58.8,60.0,1436,5.17,5.23,3.06 +3720,0.74,Ideal,F,VS2,61.9,57.0,3454,5.79,5.81,3.59 +37197,0.52,Very Good,I,SI2,60.9,59.0,974,5.14,5.18,3.14 +6013,1.09,Premium,D,SI2,61.9,61.0,3961,6.58,6.54,4.06 +29092,0.36,Very Good,G,SI1,61.2,63.0,689,4.59,4.56,2.8 +23033,0.33,Premium,D,SI2,61.6,59.0,631,4.42,4.41,2.72 +11980,1.08,Ideal,I,SI1,62.6,54.0,5141,6.56,6.51,4.09 +2026,1.52,Good,E,I1,57.3,58.0,3105,7.53,7.42,4.28 +52230,0.75,Premium,D,SI1,61.3,59.0,2484,5.89,5.82,3.59 +46173,0.5,Ideal,E,VS2,62.2,55.0,1746,5.09,5.07,3.16 +28207,0.38,Ideal,G,SI1,61.3,56.0,666,4.63,4.67,2.85 +16201,1.26,Ideal,H,SI1,61.7,58.0,6476,6.95,6.9,4.27 +44921,0.56,Ideal,G,SI1,62.0,57.0,1631,5.25,5.27,3.26 +21276,1.77,Premium,J,VS2,59.6,58.0,9428,7.94,7.86,4.71 +7610,1.17,Premium,F,SI2,62.5,57.0,4259,6.8,6.71,4.22 +27426,2.51,Very Good,H,SI2,63.6,58.0,18029,8.51,8.59,5.44 +34506,0.4,Very Good,G,VS1,61.5,58.0,868,4.72,4.74,2.91 +3429,0.71,Premium,H,IF,60.2,61.0,3384,5.8,5.76,3.48 +48063,0.55,Ideal,D,VS2,61.8,54.0,1928,5.26,5.29,3.26 +15303,1.04,Very Good,H,VS1,61.2,55.0,6141,6.54,6.56,4.01 +13046,0.36,Ideal,F,SI1,61.5,57.0,600,4.55,4.59,2.81 +15150,1.31,Premium,H,SI2,60.0,57.0,6089,7.1,7.07,4.25 +1601,0.61,Ideal,E,VVS2,62.0,54.0,3011,5.43,5.47,3.38 +33358,0.41,Good,I,VVS2,63.9,55.0,827,4.71,4.74,3.02 +37790,0.38,Premium,E,VS1,60.7,59.0,1000,4.69,4.73,2.86 +24738,1.51,Very Good,F,VS2,63.2,56.0,13080,7.22,7.28,4.58 +52890,0.72,Premium,F,VS2,62.7,59.0,2584,5.71,5.75,3.59 +40092,0.33,Premium,G,VVS1,60.9,58.0,1114,4.47,4.43,2.71 +15017,1.0,Premium,F,VS2,62.1,58.0,6047,6.45,6.36,3.96 +5448,1.2,Premium,H,SI2,60.9,60.0,3830,6.91,6.81,4.18 +5039,0.9,Good,F,VS1,63.8,56.0,3750,5.99,5.92,3.8 +16836,1.3,Ideal,I,VS2,61.7,56.0,6714,7.07,7.02,4.35 +22154,1.53,Premium,I,VS2,62.0,58.0,10196,7.41,7.36,4.58 +25823,1.32,Very Good,F,IF,62.4,58.0,14842,6.97,7.01,4.36 +3988,0.82,Premium,F,VS1,62.1,56.0,3513,6.02,5.97,3.72 +39156,0.36,Ideal,F,IF,61.4,56.0,1063,4.57,4.61,2.82 +35370,0.41,Premium,G,VS1,62.5,59.0,899,4.73,4.77,2.97 +37949,0.28,Very Good,E,VS2,60.4,59.0,487,4.22,4.26,2.56 +2646,0.9,Very Good,J,VS1,62.3,56.0,3231,6.19,6.23,3.87 +13524,1.0,Good,H,VS1,61.3,64.0,5544,6.39,6.33,3.9 +29656,0.35,Very Good,F,VS2,61.1,62.0,706,4.5,4.54,2.76 +10249,1.01,Good,H,SI1,63.7,60.0,4749,6.3,6.35,4.03 +50005,0.7,Premium,E,SI1,62.4,60.0,2194,5.72,5.63,3.54 +4504,0.9,Very Good,F,SI2,60.3,63.0,3630,6.28,6.21,3.77 +13077,1.0,Very Good,E,SI1,63.7,55.0,5413,6.35,6.4,4.06 +1867,0.85,Very Good,I,VS2,60.0,57.0,3070,6.1,6.16,3.68 +26060,1.52,Very Good,G,VVS2,62.9,59.0,15265,7.25,7.29,4.57 +2625,0.9,Good,G,SI1,57.7,62.0,3226,6.29,6.23,3.61 +33944,0.31,Ideal,H,SI1,61.5,55.0,464,4.39,4.42,2.71 +41246,0.58,Ideal,F,SI2,62.6,57.0,1208,5.27,5.33,3.32 +20207,1.28,Very Good,H,VS1,61.2,55.0,8645,6.98,7.04,4.29 +40211,0.31,Premium,F,IF,61.6,58.0,1122,4.37,4.33,2.68 +24454,2.03,Ideal,J,SI2,62.1,57.0,12716,8.06,8.12,5.02 +32328,0.3,Good,G,VVS1,63.1,58.0,789,4.28,4.31,2.71 +46247,0.53,Premium,D,SI1,60.0,58.0,1753,5.29,5.24,3.16 +31034,0.31,Premium,F,VS2,63.0,57.0,749,4.33,4.27,2.71 +28769,0.31,Premium,E,VS2,61.0,59.0,680,4.35,4.37,2.66 +19556,1.12,Ideal,G,VS2,60.9,56.0,8189,6.7,6.74,4.09 +25815,1.62,Premium,F,VS2,61.1,60.0,14826,7.56,7.57,4.62 +53448,0.72,Ideal,E,SI2,60.1,56.0,2674,5.85,5.83,3.51 +32154,0.28,Ideal,F,VVS2,61.5,57.0,787,4.19,4.24,2.59 +18257,1.31,Very Good,H,VS2,61.4,59.0,7415,6.96,7.01,4.29 +30835,0.33,Ideal,H,VS1,60.2,57.0,743,4.54,4.5,2.72 +23804,1.5,Very Good,D,SI1,63.1,57.0,11863,7.31,7.24,4.59 +44323,0.33,Ideal,H,VS2,60.7,57.0,521,4.46,4.5,2.72 +50574,0.73,Fair,H,VS2,65.9,55.0,2278,5.68,5.64,3.74 +15849,1.02,Ideal,D,SI1,62.2,56.0,6340,6.43,6.47,4.0 +45432,0.58,Ideal,E,VS2,61.9,56.0,1670,5.34,5.38,3.32 +12479,1.25,Ideal,J,SI1,62.4,57.0,5252,6.86,6.92,4.3 +33139,0.31,Very Good,G,VVS1,59.9,62.0,816,4.35,4.37,2.61 +339,0.71,Premium,G,VS2,59.9,60.0,2803,5.81,5.77,3.47 +3211,0.83,Premium,D,SI1,62.2,60.0,3347,6.01,5.98,3.73 +15424,1.01,Good,D,VS2,64.0,58.0,6176,6.3,6.24,4.01 +1333,0.71,Good,F,VVS2,58.9,61.0,2960,5.8,5.9,3.44 +20008,1.02,Ideal,E,VS1,62.6,56.0,8545,6.45,6.42,4.03 +14460,1.24,Very Good,I,VS2,62.7,55.0,5836,6.82,6.87,4.29 +11503,0.71,Ideal,F,VVS1,61.7,56.0,5019,5.73,5.77,3.55 +4170,1.03,Premium,I,VS1,61.6,58.0,3553,6.5,6.42,3.98 +50446,0.6,Ideal,D,SI1,61.4,55.0,2263,5.45,5.47,3.35 +1862,0.73,Very Good,E,VS2,63.1,55.0,3066,5.77,5.71,3.62 +4912,0.9,Good,F,SI1,63.1,57.0,3724,6.12,6.15,3.87 +41793,0.54,Good,D,SI2,63.2,57.0,1249,5.16,5.19,3.27 +39342,0.52,Good,H,SI1,63.6,62.0,1073,5.11,5.04,3.23 +22969,1.07,Very Good,F,IF,59.4,59.0,11019,6.64,6.7,3.96 +52803,0.7,Good,D,SI1,61.6,62.0,2570,5.67,5.72,3.51 +53120,0.58,Ideal,D,VVS2,62.1,57.0,2617,5.32,5.4,3.32 +42657,0.4,Ideal,E,VVS1,61.5,56.0,1333,4.75,4.78,2.93 +41622,0.24,Ideal,H,VVS2,61.5,57.0,504,4.0,4.03,2.47 +5787,1.03,Very Good,F,SI2,60.2,55.0,3903,6.53,6.59,3.95 +15644,1.0,Good,E,VS2,57.4,62.0,6272,6.56,6.53,3.76 +20965,1.01,Very Good,F,VVS1,63.2,56.0,9176,6.39,6.33,4.02 +7982,1.12,Ideal,J,SI2,62.5,57.0,4325,6.63,6.59,4.13 +42927,0.57,Good,F,SI1,63.2,55.0,1364,5.26,5.31,3.34 +41432,0.51,Premium,F,SI2,61.1,59.0,1227,5.15,5.09,3.13 +45060,0.59,Premium,E,VS2,59.1,61.0,1641,5.61,5.53,3.29 +25081,2.04,Premium,J,VS2,61.4,59.0,13600,8.14,8.04,4.97 +30023,0.36,Ideal,E,VS2,61.3,56.0,718,4.59,4.61,2.82 +30191,0.42,Very Good,F,SI1,60.6,61.0,722,4.83,4.87,2.94 +28289,0.3,Ideal,I,SI2,62.4,54.0,367,4.32,4.34,2.7 +51076,0.7,Premium,H,VS1,62.3,60.0,2333,5.65,5.61,3.51 +11685,1.01,Ideal,H,SI1,61.0,56.0,5062,6.48,6.43,3.94 +13675,0.91,Very Good,D,VS1,62.5,56.0,5597,6.14,6.18,3.85 +48791,0.55,Ideal,G,VVS2,62.5,56.0,2022,5.22,5.25,3.27 +5546,1.02,Premium,J,SI1,63.0,58.0,3856,6.44,6.39,4.04 +5184,0.9,Premium,G,SI1,61.3,60.0,3774,6.17,6.14,3.77 +10519,1.01,Ideal,G,SI2,61.4,57.0,4803,6.44,6.48,3.97 +25528,2.02,Premium,I,SI2,59.4,59.0,14341,8.25,8.21,4.89 +53348,0.79,Premium,F,SI1,62.8,55.0,2656,5.94,5.88,3.71 +16848,1.0,Ideal,E,VS2,61.6,57.0,6720,6.44,6.38,3.95 +33229,0.38,Ideal,F,VS2,61.3,57.0,822,4.65,4.68,2.86 +20239,1.2,Ideal,F,VS2,61.9,53.0,8669,6.84,6.79,4.22 +15211,1.01,Ideal,G,VS2,62.7,56.0,6108,6.43,6.39,4.02 +2687,0.68,Ideal,E,VS1,61.3,55.0,3243,5.67,5.71,3.49 +47438,0.5,Ideal,D,VS2,60.7,57.0,1854,5.12,5.22,3.14 +24148,2.3,Ideal,J,SI1,62.3,57.0,12316,8.41,8.34,5.22 +30298,0.3,Premium,D,SI2,62.4,58.0,447,4.28,4.31,2.68 +42870,0.43,Very Good,F,VVS1,61.5,56.0,1358,4.86,4.9,3.0 +15659,1.05,Ideal,I,VS2,62.2,55.8,6279,6.49,6.52,4.04 +1610,0.78,Very Good,G,VS2,61.3,60.0,3012,5.89,5.96,3.63 +41192,0.59,Ideal,I,SI2,62.8,57.0,1202,5.33,5.37,3.36 +7851,0.9,Premium,D,SI1,61.2,60.0,4304,6.19,6.14,3.77 +35706,0.3,Ideal,D,VS2,62.0,56.0,911,4.35,4.33,2.69 +42602,0.32,Ideal,I,VS1,60.9,56.0,505,4.44,4.46,2.71 +28980,0.25,Very Good,F,VS1,62.1,58.0,436,4.0,4.05,2.5 +30274,0.31,Ideal,I,VS2,62.1,53.7,447,4.37,4.4,2.72 +32652,0.31,Ideal,H,VVS2,62.4,57.0,802,4.36,4.32,2.71 +43926,0.26,Ideal,G,VVS2,62.7,53.0,514,4.09,4.11,2.57 +47707,0.58,Ideal,E,VS2,61.6,55.0,1884,5.33,5.38,3.3 +940,0.9,Fair,D,SI2,66.9,57.0,2885,6.02,5.9,3.99 +42087,0.42,Ideal,H,IF,61.9,56.0,1273,4.81,4.79,2.97 +37394,0.41,Good,E,VS2,61.1,61.0,982,4.77,4.82,2.93 +23962,1.56,Very Good,H,VVS2,63.3,58.0,12098,7.3,7.35,4.64 +46050,0.5,Ideal,F,VS1,62.1,55.0,1731,5.08,5.12,3.17 +35358,0.42,Premium,D,SI2,60.0,61.0,898,4.89,4.85,2.92 +9710,0.31,Ideal,E,VS2,62.0,56.0,589,4.36,4.38,2.71 +19657,1.2,Premium,F,VS2,62.8,62.0,8266,6.69,6.62,4.18 +6717,0.32,Ideal,J,VS2,62.3,55.3,413,4.36,4.37,2.72 +42052,0.55,Premium,H,VS2,59.9,61.0,1270,5.31,5.28,3.17 +19208,1.59,Premium,J,VS2,62.6,59.0,7953,7.45,7.43,4.66 +8063,0.27,Ideal,F,VS2,61.8,53.0,583,4.18,4.2,2.59 +48095,0.51,Ideal,G,VVS1,61.0,57.0,1933,5.17,5.19,3.16 +24099,1.72,Good,D,SI2,63.4,62.0,12248,7.53,7.59,4.79 +11162,1.02,Very Good,F,SI1,62.5,57.0,4948,6.35,6.41,3.99 +5,0.31,Good,J,SI2,63.3,58.0,335,4.34,4.35,2.75 +19970,1.5,Very Good,D,SI2,63.3,57.0,8518,7.27,7.2,4.58 +45,0.32,Good,H,SI2,63.1,56.0,403,4.34,4.37,2.75 +48409,0.72,Very Good,H,SI2,62.6,53.0,1970,5.75,5.78,3.61 +19186,1.27,Ideal,H,VS2,62.9,54.0,7937,6.88,6.92,4.34 +26694,0.28,Very Good,H,VS1,62.4,56.0,429,4.2,4.23,2.63 +44137,0.59,Ideal,E,SI1,62.2,55.0,1561,5.39,5.42,3.36 +6482,0.9,Fair,E,VS2,65.0,55.0,4057,6.11,6.04,3.95 +11984,1.06,Very Good,F,SI1,61.2,57.0,5142,6.58,6.68,4.06 +25631,2.01,Premium,E,SI2,62.6,58.0,14502,8.01,7.93,4.99 +1020,0.71,Fair,E,VS2,64.6,59.0,2902,5.62,5.59,3.62 +6012,0.91,Premium,E,SI1,61.9,61.0,3961,6.14,6.11,3.79 +50320,0.7,Ideal,I,VS2,62.0,54.1,2240,5.7,5.73,3.55 +47201,0.5,Very Good,G,VVS2,60.9,61.0,1838,5.11,5.13,3.12 +13430,1.08,Very Good,H,SI1,63.2,58.0,5516,6.57,6.49,4.13 +5816,0.73,Ideal,G,VVS1,61.6,56.0,3913,5.76,5.79,3.56 +14479,1.5,Fair,J,VS2,64.5,59.0,5846,7.2,7.07,4.6 +27803,0.37,Ideal,G,VS2,61.3,57.0,649,4.6,4.64,2.83 +8121,1.34,Very Good,H,SI2,61.1,63.0,4352,7.08,7.01,4.3 +34445,0.31,Ideal,E,VVS2,61.1,56.0,864,4.38,4.39,2.68 +18768,1.35,Premium,H,SI1,62.4,58.0,7673,7.03,6.95,4.36 +35441,0.32,Premium,E,VS2,61.7,58.0,900,4.41,4.38,2.71 +16536,1.01,Premium,E,VS2,62.5,58.0,6606,6.44,6.4,4.01 +50065,0.56,Ideal,F,VVS2,61.2,57.0,2202,5.31,5.35,3.26 +8518,1.04,Ideal,F,SI1,62.1,56.0,4426,6.54,6.47,4.04 +11495,1.28,Good,H,SI2,63.6,56.0,5018,6.92,6.78,4.37 +739,0.31,Ideal,H,VS1,61.8,54.2,557,4.33,4.37,2.69 +40561,0.41,Very Good,D,VS1,62.8,57.0,1151,4.73,4.76,2.98 +52905,0.72,Ideal,F,SI1,62.7,57.0,2586,5.69,5.73,3.58 +2435,0.76,Ideal,G,VS2,61.5,55.0,3183,5.92,5.88,3.63 +37879,0.38,Very Good,D,VS2,63.1,55.0,1005,4.6,4.59,2.9 +10726,0.31,Premium,D,SI2,62.9,59.0,593,4.31,4.28,2.7 +49693,0.71,Good,I,VS2,61.1,60.6,2145,5.71,5.74,3.49 +17385,0.34,Good,E,SI2,63.7,55.0,612,4.46,4.43,2.83 +11597,1.06,Premium,G,SI1,61.9,55.0,5043,6.61,6.54,4.07 +33536,0.35,Premium,D,VS2,62.0,58.0,829,4.54,4.56,2.82 +44006,0.3,Good,J,VS1,63.4,55.0,394,4.25,4.3,2.71 +42641,0.5,Ideal,H,VS2,61.2,56.0,1332,5.18,5.14,3.16 +25743,1.51,Ideal,G,VS1,61.1,57.0,14674,7.41,7.38,4.52 +20337,1.25,Premium,G,VS1,60.0,61.0,8736,7.03,6.92,4.23 +49506,0.61,Good,F,VS1,60.6,60.3,2120,5.46,5.51,3.32 +38215,0.43,Premium,F,SI1,62.6,58.0,1016,4.81,4.77,3.0 +25148,1.5,Premium,G,VS1,59.2,59.0,13720,7.44,7.39,4.39 +30052,0.41,Premium,G,SI1,59.1,58.0,719,4.83,4.88,2.87 +44181,0.71,Premium,H,SI2,61.7,59.0,1567,5.76,5.72,3.54 +22367,0.31,Very Good,H,VS2,63.5,57.0,628,4.34,4.32,2.75 +6692,0.31,Very Good,I,SI1,60.7,60.0,408,4.33,4.37,2.64 +36077,0.4,Very Good,G,VVS2,61.6,58.0,925,4.73,4.78,2.93 +41952,0.23,Very Good,F,VVS2,63.3,57.0,505,3.91,3.93,2.48 +46973,0.38,Good,I,SI1,63.7,57.0,529,4.63,4.57,2.93 +18414,1.25,Ideal,I,VS1,61.6,56.0,7485,6.91,6.95,4.27 +20257,1.52,Ideal,J,VS1,62.8,54.3,8687,7.32,7.35,4.61 +21199,1.1,Ideal,F,VVS2,61.2,56.0,9343,6.71,6.64,4.08 +37434,0.33,Good,G,IF,57.9,60.0,984,4.55,4.57,2.64 +44961,0.58,Premium,I,VVS1,62.6,59.0,1636,5.27,5.31,3.31 +24794,1.31,Ideal,G,VVS2,60.3,56.0,13168,7.09,7.15,4.29 +29917,0.33,Ideal,G,VVS2,61.9,55.0,713,4.41,4.44,2.74 +37605,0.23,Very Good,D,VVS2,63.5,58.0,485,3.86,3.89,2.46 +6087,1.02,Fair,H,SI1,64.6,55.0,3972,6.33,6.28,4.07 +46164,0.5,Ideal,E,VS2,61.4,57.0,1746,5.11,5.08,3.13 +313,0.79,Ideal,I,VS1,61.8,59.0,2800,5.92,5.95,3.67 +51072,0.71,Very Good,F,SI1,61.9,56.0,2333,5.67,5.7,3.52 +25119,1.55,Ideal,H,VS1,62.0,57.0,13665,7.37,7.43,4.59 +6297,1.01,Premium,G,SI2,59.4,60.0,4022,6.55,6.58,3.9 +17853,1.21,Very Good,H,SI1,59.6,60.0,7203,6.93,6.94,4.13 +3499,0.9,Good,E,SI1,64.3,62.0,3400,6.0,6.07,3.88 +33700,0.33,Ideal,G,VVS1,62.0,55.0,838,4.45,4.49,2.77 +6883,1.01,Ideal,H,SI2,60.1,60.0,4131,6.54,6.5,3.92 +25091,2.01,Premium,J,VS2,60.4,59.0,13619,8.1,8.15,4.91 +39060,0.47,Ideal,H,VS2,62.7,55.0,1058,5.08,4.95,3.15 +39677,0.41,Ideal,E,VS2,62.2,56.0,1087,4.8,4.75,2.97 +20338,2.0,Fair,I,SI2,69.1,56.0,8736,7.84,7.7,5.37 +30060,0.41,Premium,G,SI1,60.3,59.0,719,4.76,4.79,2.88 +46254,0.52,Ideal,H,VVS1,61.7,55.0,1754,5.17,5.2,3.2 +3144,0.71,Very Good,F,VVS2,63.6,56.0,3332,5.65,5.7,3.61 +35699,0.3,Premium,E,VS1,61.3,59.0,911,4.33,4.28,2.64 +5326,0.61,Good,F,SI2,62.5,65.0,3807,5.36,5.29,3.33 +51135,0.71,Premium,E,SI2,60.5,59.0,2340,5.78,5.75,3.49 +42437,0.53,Ideal,D,SI2,61.4,56.0,1314,5.22,5.24,3.21 +33960,0.3,Ideal,H,SI1,61.7,56.0,465,4.33,4.35,2.68 +53436,0.72,Very Good,F,SI1,61.1,54.0,2673,5.82,5.84,3.56 +42609,0.32,Very Good,H,VS2,60.6,58.0,505,4.44,4.47,2.7 +53138,0.72,Good,D,SI2,59.7,61.0,2620,5.78,5.84,3.47 +25656,2.01,Ideal,I,SI1,61.9,56.0,14558,8.16,8.08,5.03 +44093,0.51,Good,E,VS2,59.2,62.0,1554,5.22,5.29,3.11 +7690,0.9,Very Good,G,VS2,58.4,61.0,4276,6.33,6.38,3.71 +22281,1.56,Ideal,I,VS2,61.8,56.0,10333,7.41,7.45,4.59 +15787,1.12,Ideal,I,VVS2,61.6,54.0,6317,6.72,6.74,4.14 +47125,0.71,Fair,H,SI1,65.9,57.0,1828,5.54,5.48,3.63 +22998,2.3,Premium,I,SI2,61.3,58.0,11051,8.53,8.46,5.21 +10338,1.0,Ideal,E,SI2,61.9,56.0,4766,6.39,6.43,3.97 +26840,2.03,Premium,H,SI1,61.7,59.0,16747,8.1,8.17,5.02 +15675,1.01,Very Good,F,VS2,60.8,58.0,6288,6.44,6.49,3.93 +14620,1.01,Very Good,F,VS2,62.9,56.0,5902,6.38,6.41,4.02 +2847,0.73,Ideal,E,VS2,62.2,56.0,3270,5.78,5.76,3.59 +35871,0.34,Ideal,D,VVS2,60.1,57.0,918,4.54,4.58,2.74 +33860,0.3,Ideal,E,VS2,61.0,56.0,844,4.36,4.33,2.65 +33885,0.3,Ideal,E,VS2,62.6,54.0,844,4.33,4.29,2.7 +48468,0.51,Premium,D,VS2,60.1,59.0,1977,5.19,5.16,3.11 +10544,1.01,Ideal,E,SI2,62.4,56.0,4808,6.43,6.39,4.0 +36988,0.51,Premium,H,SI2,60.0,62.0,964,5.18,5.15,3.1 +10782,0.93,Ideal,E,SI2,60.5,54.0,4858,6.4,6.38,3.87 +7999,1.01,Premium,G,SI2,60.5,58.0,4327,6.55,6.47,3.94 +35019,0.4,Premium,E,SI1,62.9,59.0,882,4.72,4.69,2.96 +11869,1.16,Ideal,I,SI1,62.4,57.0,5107,6.71,6.75,4.2 +4564,0.91,Premium,F,SI1,62.7,59.0,3644,6.23,6.18,3.89 +50527,0.7,Ideal,E,VS2,61.4,57.0,2274,5.72,5.78,3.53 +12129,1.25,Premium,J,VS2,62.0,59.0,5170,6.87,6.9,4.27 +16098,1.14,Very Good,G,VS2,63.2,56.0,6435,6.67,6.63,4.2 +50381,0.7,Very Good,F,VS2,63.5,56.0,2250,5.64,5.45,3.52 +35280,0.39,Ideal,I,IF,62.3,54.0,895,4.69,4.71,2.93 +31374,0.3,Premium,H,VVS1,61.3,58.0,761,4.32,4.3,2.64 +10031,0.3,Fair,J,VS2,64.8,58.0,416,4.24,4.16,2.72 +31592,0.2,Premium,E,VS2,59.8,62.0,367,3.79,3.77,2.26 +28054,0.32,Ideal,F,VS2,61.5,55.0,660,4.4,4.44,2.72 +12719,0.32,Ideal,E,VS2,61.4,56.0,599,4.41,4.45,2.72 +26731,2.03,Ideal,G,SI2,62.5,56.0,16505,8.1,8.05,5.05 +3854,0.72,Ideal,G,VS1,61.6,56.0,3478,5.75,5.78,3.55 +26073,1.5,Premium,F,VS1,62.3,58.0,15291,7.33,7.28,4.55 +25642,1.54,Ideal,E,VS2,62.0,56.0,14529,7.46,7.43,4.61 +30344,0.36,Premium,D,VS2,60.3,58.0,727,4.63,4.66,2.8 +5014,1.1,Ideal,F,I1,61.8,56.0,3745,6.65,6.61,4.1 +11361,1.0,Very Good,H,SI1,62.0,54.0,4995,6.43,6.47,4.0 +29637,0.23,Good,F,VS2,61.0,57.0,442,3.97,4.01,2.44 +53484,0.71,Very Good,E,VS2,63.7,54.0,2682,5.65,5.66,3.6 +28587,0.3,Ideal,G,VS2,62.3,56.0,675,4.3,4.27,2.67 +22450,1.61,Premium,F,SI1,60.2,58.0,10477,7.61,7.65,4.59 +52411,0.52,Ideal,E,VS1,61.4,57.0,2512,5.21,5.18,3.19 +7566,1.02,Very Good,H,SI2,63.4,54.0,4252,6.37,6.43,4.06 +3381,0.31,Ideal,I,SI1,62.7,56.0,408,4.3,4.34,2.71 +33585,0.41,Very Good,E,VS2,62.7,58.0,833,4.68,4.73,2.95 +4524,1.03,Ideal,F,I1,61.0,56.0,3634,6.58,6.52,3.99 +40882,0.38,Ideal,E,VVS2,62.2,56.0,1176,4.65,4.58,2.87 +43322,0.53,Fair,F,VS2,65.5,58.0,1402,5.09,5.03,3.31 +37306,0.31,Ideal,F,IF,62.0,56.0,979,4.32,4.36,2.69 +23365,0.31,Ideal,J,VS1,61.2,55.0,424,4.37,4.39,2.68 +36030,0.41,Premium,G,SI1,62.5,58.0,923,4.78,4.75,2.98 +5400,0.3,Very Good,D,SI2,63.3,57.0,574,4.3,4.26,2.71 +53393,0.77,Good,D,SI2,63.8,58.0,2665,5.81,5.78,3.7 +26781,2.01,Very Good,I,VS2,62.7,58.0,16626,7.94,7.98,4.99 +34042,0.3,Ideal,G,IF,61.7,53.0,850,4.33,4.36,2.68 +40350,0.43,Ideal,G,VVS2,60.9,57.0,1129,4.9,4.85,2.97 +23510,1.7,Premium,I,VS2,61.4,59.0,11519,7.6,7.68,4.69 +11951,1.01,Ideal,E,SI1,61.8,56.0,5132,6.46,6.51,4.01 +23110,1.1,Very Good,D,VVS2,61.7,56.0,11132,6.64,6.65,4.1 +48073,0.72,Ideal,J,SI1,62.7,56.0,1929,5.75,5.67,3.58 +30828,0.33,Premium,I,VVS2,62.2,59.0,743,4.47,4.41,2.76 +12145,1.2,Ideal,I,SI1,62.2,56.0,5174,6.75,6.73,4.19 +48712,0.56,Ideal,E,VS1,61.8,56.0,2010,5.28,5.33,3.28 +45020,0.54,Ideal,H,VS1,61.9,56.0,1637,5.24,5.2,3.23 +3296,0.74,Premium,D,VS1,62.7,56.0,3365,5.8,5.77,3.63 +43079,0.5,Premium,F,SI1,59.6,60.0,1378,5.15,5.12,3.06 +47648,0.23,Ideal,F,VVS2,61.9,57.0,530,3.93,3.96,2.44 +3686,0.9,Very Good,H,SI1,62.6,58.0,3447,6.08,6.12,3.82 +43198,0.5,Premium,F,VS2,61.4,60.0,1395,5.13,5.17,3.16 +50179,0.7,Good,D,SI2,63.1,60.0,2221,5.56,5.62,3.53 +52931,0.77,Very Good,H,SI1,60.4,58.0,2591,5.9,5.93,3.57 +14586,1.05,Premium,H,VS1,60.1,57.0,5886,6.62,6.59,3.97 +22414,2.63,Very Good,J,I1,62.3,61.0,10437,8.76,8.81,5.47 +38894,0.51,Ideal,I,SI2,60.8,56.0,1051,5.14,5.26,3.16 +26587,2.01,Very Good,I,VS2,59.6,60.0,16304,8.13,8.19,4.86 +27618,2.01,Very Good,I,VS1,63.0,59.0,18500,7.87,7.94,4.98 +22485,1.51,Good,F,SI1,64.2,57.0,10514,7.09,7.2,4.59 +49937,0.58,Good,E,VS1,58.6,64.0,2185,5.4,5.46,3.18 +9970,1.14,Good,I,SI1,63.5,56.0,4702,6.58,6.62,4.19 +10203,0.8,Ideal,G,VVS2,61.5,55.0,4740,5.95,5.99,3.68 +4513,1.02,Fair,F,SI2,66.6,58.0,3633,6.21,6.14,4.11 +46287,0.55,Ideal,D,VS2,62.7,57.0,1755,5.2,5.23,3.27 +20118,1.31,Ideal,H,VS1,61.5,55.0,8583,7.05,7.02,4.33 +42187,0.5,Very Good,G,SI1,60.0,63.0,1286,5.1,5.06,3.05 +36140,0.33,Ideal,E,VS2,61.8,55.0,928,4.48,4.45,2.76 +43070,0.6,Very Good,J,VS1,62.6,56.0,1378,5.37,5.41,3.37 +47321,0.23,Very Good,D,VVS2,61.0,59.0,530,3.95,3.98,2.42 +52206,0.7,Ideal,G,SI1,61.3,56.0,2480,5.73,5.78,3.53 +30825,0.33,Premium,I,VVS2,61.0,59.0,743,4.44,4.41,2.7 +36874,0.42,Ideal,E,VS2,62.2,55.0,958,4.79,4.83,2.99 +14940,0.9,Ideal,E,VS2,62.3,57.0,6018,6.16,6.19,3.85 +26382,2.08,Premium,E,SI2,62.3,59.0,15873,8.22,8.16,5.1 +26588,2.01,Good,I,VS2,62.4,62.0,16304,7.91,7.99,4.96 +49557,0.71,Good,F,SI2,64.1,60.0,2130,0.0,0.0,0.0 +42027,0.38,Ideal,E,VVS1,61.9,56.0,1267,4.64,4.67,2.88 +3524,0.71,Very Good,D,VS1,63.2,57.0,3406,5.63,5.67,3.57 +4385,0.31,Ideal,I,VVS1,62.0,54.0,571,4.34,4.37,2.7 +38307,0.37,Very Good,F,SI2,60.2,60.0,487,4.6,4.7,2.8 +13905,1.07,Very Good,J,VVS2,60.0,60.0,5661,6.57,6.59,3.95 +39218,0.32,Ideal,D,VS2,61.7,55.0,1066,4.39,4.42,2.72 +50894,0.71,Premium,F,SI1,61.1,62.0,2317,5.76,5.72,3.51 +33547,0.35,Ideal,D,VS2,62.4,55.0,829,4.48,4.52,2.81 +45616,0.5,Very Good,F,VS1,62.0,58.0,1692,5.08,5.11,3.16 +42624,0.32,Premium,H,VS2,61.7,59.0,505,4.35,4.4,2.7 +42685,0.5,Very Good,H,VS2,62.3,56.0,1337,5.06,5.11,3.17 +18283,1.21,Ideal,H,VS2,62.6,54.8,7426,6.78,6.84,4.26 +38672,0.44,Premium,E,SI1,62.3,59.0,1040,4.88,4.84,3.03 +16979,1.19,Very Good,H,VS2,60.5,59.0,6781,6.97,7.0,4.17 +41409,0.49,Premium,G,VS2,61.0,59.0,1225,5.13,5.06,3.11 +44802,0.5,Ideal,E,VS2,61.5,57.0,1624,5.11,5.14,3.15 +52544,0.77,Very Good,J,VVS1,62.8,58.0,2532,5.78,5.84,3.65 +27438,2.21,Ideal,I,SI1,61.6,57.0,18062,8.38,8.43,5.18 +4394,0.31,Premium,D,SI1,61.4,58.0,571,4.34,4.39,2.68 +51496,0.7,Fair,F,VS1,64.5,57.0,2381,5.65,5.58,3.62 +9386,0.32,Good,D,SI1,63.6,56.0,589,4.34,4.37,2.77 +47124,0.86,Premium,I,I1,62.6,56.0,1828,6.11,6.03,3.8 +44565,0.52,Ideal,D,SI1,62.9,56.0,1605,5.16,5.11,3.23 +27342,2.07,Very Good,H,SI1,62.1,59.0,17893,8.15,8.2,5.08 +27713,0.36,Premium,H,SI1,63.0,55.0,648,4.54,4.51,2.85 +19260,1.23,Ideal,G,VS2,61.5,54.0,7988,6.89,6.92,4.25 +14202,1.01,Premium,G,VS2,60.2,59.0,5759,6.48,6.55,3.92 +36745,0.41,Good,E,VS1,61.3,61.0,954,4.77,4.79,2.93 +21354,1.02,Very Good,E,VVS1,62.6,56.0,9498,6.35,6.5,4.02 +39788,0.39,Ideal,D,VS1,61.9,57.0,1095,4.69,4.71,2.91 +2426,0.95,Premium,G,SI2,59.8,60.0,3181,6.36,6.34,3.8 +51467,0.9,Fair,G,SI2,65.4,57.0,2376,6.01,5.97,3.98 +35279,0.5,Ideal,J,SI1,62.3,55.0,895,5.07,5.11,3.17 +18802,1.59,Premium,J,SI1,62.5,60.0,7695,7.42,7.46,4.65 +19310,1.0,Premium,D,VS1,62.7,60.0,8020,6.36,6.31,3.97 +14976,1.25,Good,F,SI2,59.0,61.0,6032,7.01,7.06,4.15 +25215,2.02,Premium,J,VS2,62.0,59.0,13812,8.08,8.06,5.0 +48371,0.51,Ideal,G,VVS1,61.4,56.0,1963,5.14,5.15,3.16 +16821,1.04,Ideal,G,VS2,62.5,57.0,6709,6.49,6.46,4.05 +47189,0.59,Premium,I,VVS1,62.8,58.0,1837,5.34,5.3,3.34 +35876,0.4,Ideal,E,VS1,60.4,57.0,918,4.76,4.81,2.89 +2138,0.82,Ideal,G,SI1,60.7,57.0,3123,6.07,6.06,3.68 +10828,1.23,Good,J,SI1,63.1,57.6,4870,6.74,6.8,4.27 +19323,1.2,Very Good,G,VS2,63.1,57.0,8032,6.74,6.69,4.24 +13622,1.07,Premium,H,VS2,62.4,57.0,5573,6.58,6.52,4.09 +18315,1.01,Very Good,D,VS2,63.1,58.0,7448,6.34,6.38,4.01 +4588,0.8,Ideal,F,VS2,62.0,55.0,3653,5.93,6.0,3.7 +50542,0.52,Ideal,E,VS1,61.8,56.0,2275,5.17,5.19,3.2 +47860,0.67,Ideal,G,VS2,61.4,57.0,1910,5.7,5.67,3.49 +36995,0.54,Ideal,J,SI1,62.5,54.0,964,5.22,5.25,3.27 +22327,1.16,Ideal,G,IF,59.9,57.0,10368,6.85,6.93,4.13 +5747,1.0,Good,D,SI2,64.3,53.0,3894,6.29,6.34,4.06 +11552,1.13,Ideal,I,VS2,62.3,56.0,5031,6.73,6.63,4.16 +48779,0.7,Premium,H,SI1,62.2,59.0,2020,5.7,5.65,3.53 +3137,0.88,Ideal,I,SI1,61.7,56.0,3328,6.14,6.18,3.8 +26474,1.52,Ideal,F,VS1,62.2,55.0,16055,7.29,7.41,4.57 +42665,0.62,Good,E,SI2,59.4,65.0,1333,5.54,5.48,3.27 +627,0.7,Premium,H,VVS1,59.2,60.0,2840,5.87,5.78,3.45 +11491,1.13,Very Good,F,SI1,61.2,59.0,5017,6.72,6.75,4.12 +22728,1.5,Premium,I,VVS2,59.7,60.0,10744,7.62,7.46,4.5 +42400,0.51,Good,F,SI1,63.6,58.0,1308,5.05,5.08,3.22 +49718,0.63,Very Good,F,VS1,59.2,57.0,2149,5.56,5.66,3.32 +26418,1.7,Premium,G,VS2,59.0,58.0,15941,7.85,7.8,4.62 +5218,0.82,Ideal,H,VVS2,61.4,56.0,3781,6.01,6.05,3.71 +12797,1.11,Very Good,H,SI1,62.5,58.0,5335,6.61,6.64,4.14 +36166,0.38,Ideal,D,VS2,63.0,54.0,929,4.61,4.66,2.92 +8266,0.9,Very Good,D,SI1,61.0,63.0,4381,6.1,6.13,3.73 +32513,0.4,Ideal,D,SI2,61.3,56.0,798,4.77,4.72,2.91 +16347,1.03,Very Good,G,VS1,63.0,56.0,6539,6.43,6.46,4.06 +36734,0.32,Ideal,E,VVS1,61.3,57.0,954,4.38,4.43,2.7 +5897,0.9,Premium,G,SI1,61.0,59.0,3931,6.29,6.17,3.8 +22303,1.65,Ideal,H,SI2,61.6,55.0,10349,7.58,7.62,4.68 +42679,0.41,Ideal,G,IF,62.1,57.0,1336,4.77,4.76,2.96 +50281,0.3,Very Good,G,VS2,62.1,56.0,541,4.27,4.3,2.66 +48258,0.7,Premium,J,VS1,59.6,62.0,1953,5.77,5.7,3.42 +10087,1.02,Ideal,E,SI2,60.3,57.0,4712,6.5,6.53,3.95 +26442,2.0,Premium,H,SI1,60.1,61.0,15984,8.13,8.1,4.88 +25422,1.51,Very Good,F,VS2,62.8,56.0,14165,7.27,7.32,4.58 +48495,0.52,Ideal,F,VS2,61.5,56.0,1981,5.19,5.21,3.2 +46608,0.54,Ideal,D,SI1,62.4,57.0,1786,5.23,5.19,3.25 +28928,0.3,Good,G,VVS2,63.6,57.0,684,4.26,4.3,2.72 +50967,0.71,Ideal,G,SI2,60.6,57.0,2325,5.81,5.87,3.54 +7587,1.0,Fair,E,SI2,65.2,56.0,4256,6.3,6.12,4.05 +27802,0.37,Ideal,G,VS2,61.5,56.0,649,4.59,4.64,2.84 +13038,0.36,Premium,F,SI1,61.1,59.0,600,4.55,4.59,2.79 +37111,0.4,Premium,H,SI1,61.9,57.0,969,4.75,4.71,2.93 +15241,1.33,Ideal,J,VS1,61.3,57.0,6118,7.11,7.08,4.35 +50654,0.31,Ideal,G,VS2,61.4,57.0,544,4.33,4.37,2.67 +48413,0.6,Ideal,F,VS2,61.9,57.0,1970,5.39,5.43,3.35 +50753,0.7,Good,D,SI1,64.2,60.0,2298,5.59,5.62,3.6 +1583,0.91,Very Good,F,SI1,63.1,60.0,3007,6.13,6.1,3.86 +31947,0.3,Premium,F,VS2,62.5,58.0,776,4.32,4.29,2.69 +41278,0.41,Good,F,I1,63.8,57.0,503,4.69,4.72,3.0 +5424,1.01,Good,I,SI2,62.6,59.0,3823,6.34,6.43,4.0 +12422,1.0,Very Good,E,SI1,61.7,57.0,5239,6.34,6.47,3.95 +47373,0.54,Ideal,G,VS1,61.9,54.0,1847,5.25,5.28,3.26 +40115,0.41,Ideal,F,VVS2,60.1,57.0,1115,4.83,4.85,2.91 +52311,0.23,Very Good,D,VVS2,58.9,60.0,549,4.03,3.95,2.35 +37822,0.31,Ideal,E,IF,61.3,58.0,1002,4.37,4.4,2.69 +34348,0.32,Ideal,D,VS1,61.5,56.0,862,4.41,4.43,2.72 +4802,0.82,Premium,E,VS2,59.7,61.0,3697,6.08,6.04,3.62 +24890,2.0,Ideal,H,VS2,60.5,56.0,13320,8.34,8.22,5.01 +16582,1.1,Ideal,F,SI1,61.6,54.0,6621,6.66,6.69,4.11 +45380,0.5,Ideal,H,SI1,61.3,56.0,1666,5.12,5.16,3.15 +10152,1.1,Premium,I,SI1,61.2,61.0,4725,6.66,6.61,4.01 +29533,0.31,Very Good,E,VVS2,58.8,59.0,704,4.46,4.45,2.62 +10305,1.19,Premium,J,VS2,62.8,57.0,4761,6.78,6.7,4.23 +41117,0.44,Premium,F,VVS2,61.6,58.0,1196,4.85,4.89,3.0 +20780,1.0,Ideal,F,VVS2,59.7,60.0,9014,6.48,6.52,3.88 +40916,0.42,Premium,G,VVS1,59.8,58.0,1179,4.85,4.88,2.91 +1423,1.04,Good,I,SI2,59.9,64.0,2970,6.51,6.45,3.88 +42527,0.4,Ideal,F,VVS1,61.3,55.0,1323,4.78,4.75,2.92 +50416,0.67,Good,D,SI1,63.8,57.0,2258,5.53,5.48,3.51 +29169,0.33,Very Good,F,VVS2,63.5,54.0,694,4.42,4.37,2.79 +40640,0.41,Premium,E,VS1,61.8,58.0,1153,4.75,4.73,2.93 +46582,0.81,Premium,I,SI2,61.5,60.0,1786,5.94,5.9,3.64 +4109,1.08,Ideal,J,SI2,61.8,57.0,3537,6.56,6.58,4.06 +23970,2.15,Very Good,I,SI2,63.4,56.0,12100,8.2,8.15,5.18 +16048,0.3,Premium,H,VS2,62.2,59.0,608,4.31,4.28,2.67 +22628,1.71,Very Good,I,SI1,62.4,59.0,10681,7.63,7.6,4.75 +16648,1.27,Very Good,I,SI1,63.0,60.0,6654,6.86,6.8,4.3 +32417,0.41,Premium,D,SI1,61.0,59.0,791,4.76,4.78,2.91 +53328,0.73,Ideal,G,SI1,62.1,56.0,2654,5.74,5.79,3.58 +18354,1.01,Good,E,VS1,63.6,54.0,7466,6.38,6.32,4.04 +1650,1.02,Very Good,F,SI2,63.3,56.0,3018,6.38,6.31,4.02 +12821,1.02,Ideal,G,VS2,62.4,57.0,5346,6.47,6.36,4.0 +1709,0.78,Ideal,F,SI1,61.0,55.0,3036,6.0,5.96,3.65 +38885,0.4,Ideal,D,VS2,61.5,55.0,1050,4.75,4.71,2.91 +19984,1.11,Very Good,F,VS1,60.7,55.0,8528,6.69,6.71,4.07 +4995,0.9,Good,D,SI2,63.6,57.0,3740,6.07,6.03,3.85 +22265,1.15,Ideal,F,VS1,61.1,55.0,10316,6.76,6.82,4.15 +10471,1.24,Premium,I,SI1,62.4,59.0,4791,6.89,6.87,4.29 +47588,0.51,Ideal,H,VVS2,61.6,55.0,1877,5.11,5.14,3.16 +13820,1.53,Ideal,H,SI2,59.6,57.0,5631,7.46,7.38,4.42 +12650,1.15,Ideal,H,SI1,61.9,55.0,5296,6.74,6.77,4.18 +8164,1.03,Premium,I,SI1,61.6,59.0,4362,6.46,6.49,3.99 +13329,1.11,Ideal,D,SI2,62.2,57.0,5501,6.66,6.62,4.12 +42529,0.4,Premium,F,VVS1,61.9,57.0,1323,4.71,4.69,2.91 +33852,0.3,Premium,F,VS1,60.5,60.0,844,4.31,4.29,2.6 +7106,1.51,Fair,G,I1,65.6,54.0,4167,7.28,7.1,4.72 +44495,0.55,Very Good,F,VS2,62.5,62.0,1599,5.2,5.24,3.26 +14618,1.2,Premium,H,SI1,62.4,59.0,5899,6.73,6.7,4.19 +28816,0.41,Ideal,H,SI1,61.2,56.0,683,4.77,4.81,2.93 +44837,0.6,Ideal,G,VS2,62.1,57.0,1625,5.36,5.43,3.35 +8774,1.01,Premium,F,SI2,58.8,61.0,4468,6.53,6.46,3.82 +37650,0.41,Very Good,D,VS1,63.4,56.0,991,4.7,4.76,3.0 +11031,0.9,Ideal,D,SI1,61.8,57.0,4919,6.22,6.17,3.83 +24847,1.73,Ideal,I,VS1,61.4,57.0,13250,7.7,7.65,4.71 +46041,0.57,Good,H,VS1,63.7,51.0,1728,5.36,5.29,3.39 +2466,0.71,Ideal,E,VS2,62.0,57.0,3191,5.71,5.74,3.55 +40766,0.62,Premium,J,VS2,61.2,59.0,1166,5.42,5.52,3.35 +33400,0.4,Ideal,I,VS1,62.0,54.0,828,4.72,4.75,2.94 +22587,2.0,Good,I,VS2,64.0,60.0,10640,7.9,7.83,5.04 +42184,0.56,Premium,H,SI1,61.3,60.0,1286,5.28,5.23,3.22 +22750,1.56,Premium,G,SI1,58.8,57.0,10766,7.68,7.62,4.5 +52021,0.72,Good,F,SI1,60.4,61.0,2446,5.75,5.8,3.49 +52514,0.73,Ideal,F,SI1,59.6,57.0,2527,5.88,5.86,3.5 +40056,0.38,Ideal,E,VS1,62.2,55.0,1112,4.67,4.63,2.89 +26883,2.48,Premium,I,VS2,60.1,58.0,16820,8.83,8.76,5.29 +21754,1.5,Premium,H,SI1,61.0,60.0,9820,7.33,7.27,4.45 +30246,0.33,Good,F,VVS1,60.2,64.0,724,4.47,4.5,2.7 +6637,1.0,Very Good,I,SI1,63.2,56.0,4088,6.37,6.31,4.01 +27145,1.7,Ideal,F,VS2,62.4,57.0,17360,7.65,7.57,4.75 +23545,1.5,Good,E,SI1,58.5,59.0,11554,7.45,7.49,4.37 +11770,1.0,Very Good,E,SI1,60.9,59.0,5082,6.38,6.43,3.9 +27308,2.17,Ideal,H,SI2,62.0,56.0,17805,8.25,8.29,5.13 +12071,0.94,Ideal,D,SI2,62.2,56.0,5155,6.24,6.27,3.89 +18918,1.51,Premium,I,SI2,62.7,55.0,7766,7.37,7.28,4.59 +14878,1.54,Good,I,SI2,57.9,62.0,5989,7.63,7.5,4.38 +35251,0.3,Ideal,E,VVS1,61.2,57.0,895,4.33,4.36,2.66 +24878,1.59,Ideal,D,SI1,61.3,56.0,13298,7.5,7.6,4.63 +35989,0.42,Ideal,G,VS1,62.5,54.0,921,4.79,4.84,3.01 +47389,0.54,Ideal,E,VS2,62.2,55.0,1847,5.24,5.21,3.25 +40453,0.31,Ideal,F,VVS1,60.7,57.0,1140,4.41,4.39,2.67 +25761,2.02,Very Good,I,SI2,61.9,60.0,14715,8.12,8.06,5.01 +13293,1.2,Very Good,I,SI2,63.7,56.0,5490,6.66,6.71,4.26 +1733,0.32,Ideal,G,VS2,61.8,55.0,561,4.41,4.42,2.73 +8840,1.01,Good,E,SI2,63.2,59.0,4479,6.34,6.38,4.02 +4890,0.9,Good,I,VVS2,64.8,55.0,3718,6.04,6.15,3.95 +50199,0.71,Very Good,I,VS1,62.9,59.0,2226,5.68,5.71,3.58 +3424,0.7,Ideal,G,VS1,60.5,56.0,3384,5.77,5.79,3.5 +2063,0.32,Premium,E,SI1,60.2,60.0,561,4.39,4.44,2.66 +51277,0.72,Ideal,H,SI1,61.7,54.0,2359,5.77,5.81,3.57 +3152,0.98,Fair,G,SI2,66.6,56.0,3332,6.12,6.02,4.04 +8315,0.91,Very Good,D,SI1,63.5,56.0,4389,6.13,6.18,3.91 +48041,0.51,Premium,G,VVS1,60.2,58.0,1925,5.2,5.24,3.14 +7151,0.79,Ideal,F,VVS2,61.9,57.0,4180,5.93,5.96,3.68 +2421,0.91,Premium,H,SI1,62.2,56.0,3180,6.23,6.18,3.86 +10282,0.96,Very Good,F,SI1,62.1,62.0,4755,6.24,6.32,3.9 +5055,0.31,Premium,H,SI1,60.5,60.0,573,4.4,4.33,2.64 +17419,1.13,Ideal,I,VS1,61.9,55.0,6980,6.67,6.7,4.14 +39188,0.5,Premium,E,SI2,59.7,59.0,1063,5.18,5.11,3.07 +8217,1.02,Premium,G,SI2,62.5,59.0,4370,6.42,6.37,4.0 +5165,0.9,Very Good,H,SI1,60.8,57.0,3770,6.22,6.25,3.79 +7720,0.26,Ideal,F,VS1,62.3,56.0,580,4.1,4.08,2.55 +11843,1.02,Premium,H,VS2,61.8,58.0,5100,6.49,6.43,3.99 +17911,1.38,Premium,H,VS1,61.0,60.0,7233,7.21,7.16,4.38 +35403,0.32,Ideal,F,VS1,61.9,56.0,900,4.4,4.35,2.71 +2922,0.7,Ideal,D,VS1,62.6,58.0,3287,5.64,5.67,3.54 +48968,0.34,Ideal,H,VS2,62.6,54.0,537,4.45,4.5,2.8 +37664,0.42,Premium,F,SI1,61.8,58.0,992,4.84,4.81,2.98 +27950,0.3,Very Good,G,SI1,62.5,56.0,432,4.27,4.3,2.68 +15035,0.3,Very Good,G,VS1,62.9,57.0,605,4.28,4.31,2.7 +21518,1.5,Very Good,I,VVS2,64.0,54.0,9618,7.19,7.27,4.63 +34569,0.31,Ideal,E,VS1,61.6,55.0,871,4.37,4.39,2.7 +12218,1.1,Very Good,I,VS1,60.8,58.3,5196,6.63,6.68,4.04 +44884,0.5,Ideal,E,VS2,61.0,56.0,1629,5.17,5.12,3.14 +37023,0.33,Premium,G,VVS2,61.7,59.0,965,4.42,4.39,2.72 +31748,0.44,Very Good,G,SI1,61.6,61.0,772,4.83,4.88,2.99 +27675,2.43,Premium,J,VS2,62.2,57.0,18692,8.63,8.54,5.34 +31220,0.32,Ideal,D,SI1,62.7,54.0,756,4.4,4.37,2.75 +38008,0.4,Premium,F,VVS2,59.4,59.0,1008,4.85,4.78,2.86 +42730,0.6,Ideal,I,SI1,62.2,58.0,1342,5.37,5.41,3.35 +36913,0.41,Premium,H,VVS2,62.2,58.0,961,4.74,4.71,2.94 +9124,1.0,Good,E,SI1,63.5,62.0,4535,6.27,6.4,4.02 +51677,0.71,Premium,H,VS1,62.8,58.0,2398,5.7,5.67,3.57 +13171,1.06,Very Good,E,SI1,63.7,55.0,5445,6.45,6.49,4.12 +50259,0.56,Very Good,F,VVS2,59.5,61.0,2236,5.36,5.33,3.18 +49425,0.7,Very Good,H,SI1,61.5,57.0,2107,5.64,5.68,3.48 +5558,1.0,Good,F,SI2,56.7,60.0,3858,6.62,6.58,3.74 +22968,1.59,Very Good,I,VS1,61.2,57.8,11018,7.5,7.52,4.6 +7080,0.33,Ideal,G,VS2,61.6,55.0,579,4.43,4.46,2.74 +18874,1.11,Ideal,F,VS2,61.6,57.0,7740,6.65,6.67,4.1 +53390,0.71,Ideal,E,SI1,61.7,56.0,2663,5.72,5.75,3.54 +39537,0.4,Premium,F,VS2,59.7,58.0,1080,4.83,4.79,2.87 +37560,0.31,Premium,G,IF,61.4,59.0,988,4.39,4.34,2.68 +29487,0.4,Very Good,G,SI1,59.2,61.0,702,4.78,4.81,2.84 +3123,0.78,Ideal,G,VS2,62.6,57.0,3325,5.87,5.91,3.69 +2225,0.71,Ideal,E,VS2,60.1,59.0,3145,5.79,5.83,3.49 +19698,0.36,Very Good,I,SI1,63.1,57.0,624,4.55,4.51,2.86 +34180,0.33,Ideal,G,VS1,62.1,56.0,854,4.42,4.4,2.74 +34076,0.36,Ideal,E,VS1,62.4,55.0,852,4.59,4.61,2.87 +16776,1.12,Premium,G,VS2,62.3,59.0,6683,6.71,6.61,4.15 +51559,0.7,Good,D,SI2,63.7,58.0,2388,5.64,5.6,3.58 +30003,0.43,Premium,H,SI1,59.0,58.0,716,4.93,4.96,2.92 +35225,0.33,Ideal,F,VVS1,61.3,55.0,893,4.46,4.48,2.74 +20063,0.31,Premium,F,VS2,60.8,60.0,625,4.34,4.37,2.65 +24560,1.51,Ideal,G,VS2,59.8,60.0,12846,7.45,7.5,4.47 +3932,1.01,Premium,J,SI2,61.8,60.0,3499,6.37,6.41,3.95 +28449,0.31,Ideal,H,VVS1,61.3,56.0,671,4.36,4.39,2.68 +45397,0.51,Very Good,H,VVS1,60.9,56.0,1668,5.17,5.22,3.16 +42701,0.52,Very Good,G,SI1,63.3,57.0,1338,5.11,5.08,3.22 +24611,1.3,Ideal,G,IF,61.3,56.0,12932,7.03,7.06,4.32 +5289,0.92,Very Good,H,SI1,60.6,60.0,3800,6.28,6.33,3.82 +14883,1.05,Ideal,H,VS2,61.4,55.0,5993,6.53,6.57,4.02 +23585,1.24,Ideal,G,VVS2,61.1,56.0,11601,6.94,6.97,4.25 +51744,0.72,Very Good,F,SI1,62.2,59.0,2404,5.72,5.76,3.57 +47139,0.55,Very Good,E,VS2,61.0,59.0,1831,5.31,5.34,2.25 +4191,0.7,Good,D,VS2,59.9,59.0,3561,5.69,5.73,3.42 +9336,1.03,Very Good,D,SI2,63.7,56.0,4580,6.32,6.39,4.05 +19527,1.5,Good,I,SI1,62.9,60.0,8161,7.12,7.16,4.49 +53000,0.71,Fair,D,VS2,64.4,56.0,2596,5.63,5.58,3.61 +29296,0.31,Ideal,I,SI1,62.0,53.0,436,4.37,4.4,2.72 +3174,0.9,Very Good,I,VS2,62.0,63.0,3338,6.13,6.03,3.77 +32587,0.33,Ideal,E,VVS2,61.4,55.0,802,4.46,4.5,2.75 +46502,0.46,Good,E,VVS2,60.7,62.0,1778,4.97,5.01,3.03 +32476,0.44,Very Good,I,VS2,62.5,57.0,795,4.85,4.88,3.04 +6424,0.9,Ideal,H,VS2,62.4,56.0,4044,6.15,6.18,3.85 +24913,2.19,Premium,J,SI2,61.8,60.0,13355,8.35,8.25,5.13 +39773,0.5,Very Good,F,SI2,63.5,58.0,1094,5.03,4.98,3.18 +31520,0.34,Ideal,E,SI1,60.7,57.0,765,4.51,4.48,2.73 +1918,0.91,Very Good,H,SI1,63.4,55.0,3082,6.18,6.15,3.91 +36048,0.31,Ideal,E,VVS1,61.8,56.0,924,4.34,4.36,2.69 +48427,0.71,Very Good,H,SI2,63.7,56.0,1972,5.62,5.65,3.59 +40554,0.41,Very Good,D,VS1,62.9,57.0,1151,4.73,4.75,2.98 +53745,0.74,Ideal,D,SI1,62.2,56.0,2723,5.82,5.78,3.61 +23565,1.55,Ideal,I,VS2,61.8,55.0,11574,7.4,7.44,4.58 +30700,0.4,Very Good,H,VS2,59.1,61.0,737,4.81,4.84,2.85 +12478,1.01,Very Good,D,SI2,59.9,61.0,5252,6.46,6.5,3.88 +11470,1.17,Ideal,G,SI2,62.0,55.0,5012,6.81,6.74,4.2 +40507,0.61,Ideal,J,SI1,62.0,55.0,1143,5.45,5.48,3.39 +21844,1.5,Very Good,F,SI1,62.8,56.0,9904,7.26,7.33,4.58 +52543,0.72,Very Good,I,VVS2,61.7,55.0,2532,5.76,5.81,3.57 +11178,1.26,Good,I,SI2,63.7,58.0,4953,6.84,6.79,4.34 +50490,0.7,Premium,I,VS2,60.8,59.0,2268,5.71,5.68,3.46 +20548,1.52,Very Good,D,SI2,61.2,63.0,8868,7.31,7.39,4.5 +50183,0.64,Good,F,VS1,57.7,61.0,2222,5.68,5.75,3.29 +45405,0.51,Good,D,VS2,63.5,56.0,1668,5.04,5.1,3.22 +276,0.79,Very Good,E,SI1,63.2,56.0,2794,5.91,5.86,3.72 +51258,0.54,Ideal,F,VVS1,60.5,55.0,2356,5.31,5.33,3.22 +31027,0.31,Premium,F,VS2,59.4,58.0,749,4.45,4.37,2.62 +43705,0.58,Ideal,D,SI2,61.2,57.0,1436,5.38,5.41,3.3 +7051,0.33,Ideal,E,SI1,62.5,55.0,579,4.42,4.45,2.77 +29477,0.32,Premium,E,VS2,61.2,59.0,702,4.4,4.43,2.7 +49576,0.78,Very Good,I,SI2,62.5,58.0,2132,5.82,5.89,3.66 +13819,1.12,Good,E,SI1,64.3,57.0,5630,6.56,6.5,4.2 +31588,0.35,Ideal,E,VS2,62.2,56.0,767,4.51,4.53,2.81 +12975,1.03,Very Good,D,SI1,61.8,57.0,5393,6.49,6.53,4.02 +16488,1.29,Premium,H,SI1,62.9,59.0,6588,7.0,6.84,4.35 +38508,0.5,Fair,F,SI2,65.5,54.0,1031,5.06,4.92,3.25 +26972,2.27,Good,J,VS1,59.3,61.0,17051,8.47,8.55,5.05 +13709,1.11,Good,F,SI1,62.1,61.0,5602,6.58,6.62,4.1 +38375,0.44,Premium,F,SI1,60.9,58.0,1023,4.96,4.92,3.01 +52056,1.02,Premium,F,I1,59.6,59.0,2452,6.51,6.45,3.87 +9466,0.9,Good,D,VS2,63.5,61.0,4601,6.09,6.16,3.89 +11803,1.0,Ideal,G,SI1,61.9,56.0,5088,6.45,6.37,3.97 +35098,0.3,Ideal,F,IF,61.8,54.0,886,4.34,4.37,2.69 +30073,0.32,Premium,E,SI1,61.9,59.0,720,4.39,4.36,2.71 +33146,0.31,Good,G,VVS1,63.1,56.0,816,4.33,4.35,2.74 +52466,0.7,Very Good,G,SI1,64.3,56.0,2517,5.56,5.58,3.58 +34275,0.28,Ideal,H,VS2,61.9,55.0,467,4.2,4.23,2.61 +11752,1.01,Premium,E,SI1,63.0,61.0,5077,6.42,6.37,4.03 +51851,0.7,Premium,F,SI1,61.9,59.0,2423,5.71,5.69,3.53 +153,0.71,Premium,D,VS2,62.5,60.0,2770,5.65,5.61,3.52 +38831,0.43,Ideal,E,VS2,62.0,57.0,1048,4.85,4.82,3.0 +42362,0.61,Good,I,VS2,63.4,55.0,1303,5.42,5.46,3.45 +13324,1.25,Very Good,I,SI1,58.9,58.0,5500,7.04,7.08,4.16 +47466,0.5,Ideal,G,VVS2,62.8,57.0,1858,5.07,5.05,3.18 +41213,0.56,Premium,E,SI2,62.6,59.0,1206,5.2,5.24,3.27 +47042,0.67,Premium,D,SI2,62.9,56.0,1819,5.65,5.6,3.54 +27526,2.01,Ideal,G,SI2,61.7,57.0,18259,8.13,8.1,5.01 +39262,0.38,Ideal,E,VS1,61.6,56.0,1069,4.66,4.62,2.86 +46862,0.53,Premium,G,VS1,60.1,58.0,1813,5.32,5.27,3.18 +37019,0.33,Ideal,G,VVS2,61.7,55.0,965,4.46,4.42,2.74 +25614,1.51,Very Good,E,VS2,63.3,56.0,14482,7.3,7.26,4.61 +1367,0.71,Ideal,I,VS1,61.6,56.0,2965,5.71,5.75,3.53 +20582,1.78,Premium,J,SI2,62.6,58.0,8889,7.78,7.72,4.85 +13059,1.01,Very Good,E,SI1,62.8,57.0,5411,6.35,6.39,4.0 +27670,2.16,Very Good,F,SI2,62.4,59.0,18678,8.28,8.33,5.18 +35783,0.32,Ideal,F,VVS1,61.0,56.0,912,4.42,4.43,2.7 +36168,0.32,Ideal,F,IF,61.3,57.0,929,4.4,4.44,2.71 +27045,0.32,Ideal,H,VVS2,61.2,56.0,645,4.4,4.43,2.7 +39721,0.54,Premium,G,SI2,61.4,59.0,1090,5.21,5.24,3.21 +31270,0.32,Very Good,I,VS2,62.9,57.0,449,4.37,4.4,2.76 +49332,0.6,Very Good,G,VS1,61.9,56.0,2094,5.41,5.45,3.36 +23986,1.5,Ideal,I,VVS2,60.8,57.0,12148,7.38,7.42,4.5 +1979,0.7,Ideal,D,VS2,61.6,58.0,3092,5.66,5.7,3.5 +46639,0.3,Premium,I,VVS2,61.7,58.0,526,4.28,4.37,2.67 +52378,0.44,Ideal,G,IF,61.6,55.0,2506,4.9,4.93,3.03 +18347,1.01,Ideal,F,VS1,62.0,57.0,7465,6.39,6.45,3.98 +53780,0.74,Very Good,E,SI2,59.1,60.0,2728,5.88,5.93,3.49 +30173,0.3,Ideal,E,VVS2,62.0,55.0,721,4.31,4.34,2.68 +3697,0.72,Very Good,G,VVS2,60.1,60.0,3449,5.79,5.82,3.49 +4975,1.15,Premium,H,SI2,59.6,59.0,3735,6.82,6.78,4.05 +32454,0.36,Very Good,D,VS1,62.8,55.0,793,4.52,4.55,2.85 +3573,0.96,Very Good,D,SI2,60.2,63.0,3419,6.36,6.3,3.81 +8385,0.35,Ideal,F,SI1,62.2,56.0,583,4.48,4.52,2.8 +32490,0.32,Ideal,G,VVS1,61.4,57.0,796,4.4,4.44,2.71 +47133,0.53,Very Good,E,VS1,61.9,59.0,1830,5.16,5.21,3.21 +9960,0.93,Ideal,E,SI1,59.6,57.0,4700,6.37,6.42,3.81 +50536,0.5,Very Good,E,VVS2,62.4,55.0,2275,5.08,5.11,3.18 +40735,0.46,Very Good,I,VVS1,62.9,57.0,1163,4.91,4.95,3.1 +4482,0.92,Very Good,F,SI2,59.9,60.0,3625,6.26,6.29,3.76 +51203,0.7,Fair,H,VS2,67.8,56.0,2351,5.42,5.38,3.66 +12845,1.25,Ideal,G,SI2,61.6,57.0,5355,6.98,6.91,4.28 +18351,1.01,Premium,E,VS1,62.9,60.0,7466,6.43,6.33,4.01 +6411,0.92,Premium,H,VS1,61.7,62.0,4039,6.2,6.12,3.8 +6666,1.11,Premium,G,SI1,60.9,59.0,4096,6.69,6.64,4.07 +37970,0.41,Ideal,F,VS1,62.7,55.0,1007,4.74,4.77,2.98 +4305,1.01,Very Good,H,SI2,63.4,57.0,3592,6.39,6.32,4.03 +15096,1.01,Premium,D,SI1,62.0,60.0,6066,6.37,6.4,3.96 +9769,1.02,Ideal,F,SI2,61.4,56.0,4662,6.5,6.47,3.98 +5000,1.05,Very Good,I,SI2,62.3,59.0,3742,6.42,6.46,4.01 +28299,0.24,Ideal,J,VVS2,62.8,57.0,432,3.96,3.94,2.48 +24709,0.38,Ideal,G,SI1,61.9,56.0,639,4.64,4.67,2.88 +30302,0.3,Very Good,G,VS1,63.3,56.0,725,4.31,4.28,2.72 +35056,0.47,Ideal,I,VS2,62.1,53.0,884,4.99,5.02,3.11 +31021,0.37,Premium,I,VS1,61.4,59.0,749,4.61,4.55,2.81 +32131,0.41,Good,G,SI2,63.6,54.0,784,4.74,4.7,3.0 +21894,1.61,Premium,I,VS1,62.2,58.0,9961,7.46,7.55,4.67 +49632,0.32,Premium,J,VS1,61.7,58.0,540,4.4,4.38,2.71 +16096,1.26,Premium,H,SI1,62.1,57.0,6435,6.94,6.88,4.29 +22651,1.51,Good,E,SI1,63.5,57.0,10696,7.23,7.28,4.61 +14606,1.17,Ideal,I,VS1,61.5,57.0,5892,6.74,6.79,4.16 +43448,0.5,Good,E,SI1,63.8,55.0,1415,5.09,5.04,3.23 +10535,1.0,Premium,E,SI1,62.8,59.0,4805,6.4,6.3,3.99 +24254,1.28,Ideal,E,VS1,62.2,55.0,12465,6.94,6.99,4.33 +20020,0.3,Good,H,SI1,63.9,55.0,421,4.24,4.27,2.72 +16019,1.02,Ideal,G,VS2,62.5,58.0,6410,6.36,6.44,4.0 +51510,0.74,Premium,F,SI2,59.2,60.0,2383,5.96,5.9,3.51 +47603,0.52,Ideal,G,VVS2,61.2,55.0,1878,5.22,5.2,3.19 +51217,0.7,Premium,G,SI1,62.8,58.0,2352,5.66,5.62,3.54 +43521,0.59,Ideal,F,SI1,62.0,53.0,1424,5.38,5.43,3.35 +31443,0.3,Ideal,I,VVS2,63.0,57.0,765,4.27,4.24,2.68 +13638,1.02,Premium,G,VS2,62.0,57.0,5581,6.48,6.43,4.0 +7195,0.87,Ideal,F,SI1,61.7,56.0,4188,6.1,6.12,3.77 +28321,0.33,Very Good,G,VS1,62.8,58.0,666,4.38,4.41,2.76 +2978,0.71,Ideal,G,VS2,61.8,56.0,3299,5.72,5.75,3.55 +50795,0.7,Very Good,H,SI2,61.6,56.1,2306,5.72,5.77,3.53 +17119,1.17,Ideal,F,SI1,61.1,56.0,6828,6.77,6.82,4.15 +29315,0.31,Ideal,H,VS1,62.0,54.0,698,4.39,4.35,2.71 +37821,0.53,Ideal,J,SI2,62.3,58.0,1002,5.13,5.17,3.21 +43024,0.53,Ideal,G,SI1,60.7,56.0,1371,5.22,5.27,3.18 +22913,1.0,Very Good,E,IF,63.1,56.0,10954,6.32,6.39,4.01 +49050,0.51,Premium,F,VVS2,62.3,58.0,2056,5.1,5.08,3.17 +50697,0.44,Ideal,D,VVS1,61.0,57.0,2290,4.91,4.93,3.0 +38005,0.43,Premium,G,VS1,61.8,59.0,1008,4.88,4.83,3.0 +28643,0.33,Very Good,J,VS1,61.5,61.0,434,4.39,4.46,2.72 +401,0.3,Good,H,SI1,63.8,55.0,554,4.26,4.2,2.7 +8969,0.76,Very Good,F,VVS1,62.1,57.0,4504,5.8,5.83,3.61 +32149,0.4,Very Good,F,VS1,62.2,55.0,786,4.68,4.74,2.93 +35789,0.31,Good,E,IF,57.7,55.0,912,4.51,4.6,2.63 +28507,0.3,Ideal,G,VS1,61.4,55.0,673,4.38,4.32,2.67 +48393,0.72,Ideal,J,SI1,62.6,56.0,1966,5.67,5.74,3.57 +8665,0.9,Premium,G,SI1,62.6,57.0,4455,6.16,6.11,3.84 +27361,0.41,Good,G,SI1,64.3,54.0,646,4.68,4.72,3.02 +28681,0.24,Ideal,F,IF,62.9,55.0,678,3.96,3.98,2.5 +9745,1.01,Very Good,H,SI1,63.5,57.0,4659,6.31,6.35,4.02 +15112,1.0,Ideal,D,SI1,62.7,57.0,6073,6.34,6.38,3.99 +40778,0.5,Very Good,D,SI2,61.9,56.0,1167,5.09,5.14,3.16 +3133,0.79,Ideal,D,SI1,61.3,54.0,3328,5.96,6.01,3.67 +28257,0.33,Ideal,G,VS1,62.4,56.0,666,4.43,4.45,2.77 +41236,0.39,Premium,E,VVS2,61.1,59.0,1207,4.74,4.68,2.88 +53797,0.72,Ideal,E,SI1,62.6,57.0,2731,5.69,5.74,3.58 +27703,0.26,Ideal,G,IF,60.8,56.0,648,4.11,4.15,2.51 +28526,0.31,Very Good,F,VS1,61.2,55.0,675,4.35,4.37,2.67 +32308,0.26,Ideal,F,VS2,62.3,56.0,456,4.1,4.12,2.56 +34320,0.35,Very Good,G,VVS1,61.8,57.0,859,4.5,4.53,2.79 +11150,1.07,Premium,E,SI2,61.3,59.0,4943,6.58,6.64,4.05 +6204,1.0,Premium,G,SI2,59.0,62.0,3998,6.52,6.47,3.83 +14930,1.04,Ideal,G,VS2,62.5,57.0,6012,6.45,6.54,4.06 +28166,0.3,Ideal,H,VVS1,61.9,57.0,665,4.29,4.31,2.66 +11269,1.01,Very Good,F,SI1,60.3,60.0,4972,6.46,6.55,3.92 +24601,1.19,Ideal,D,VVS2,62.0,57.0,12912,6.86,6.76,4.22 +30895,0.35,Ideal,E,VS2,61.6,57.0,744,4.53,4.56,2.8 +15640,1.0,Premium,E,VS2,62.8,62.0,6272,6.29,6.26,3.94 +13623,1.0,Premium,F,SI1,62.0,60.0,5574,6.42,6.36,3.96 +35382,0.41,Ideal,G,VS1,61.6,57.0,899,4.74,4.77,2.93 +36527,0.42,Ideal,I,VVS1,62.0,55.0,945,4.88,4.8,3.0 +50398,0.52,Ideal,G,VS2,62.0,55.0,2255,5.16,5.19,3.21 +1116,0.73,Very Good,H,VS1,60.8,57.0,2916,5.8,5.83,3.54 +35741,0.3,Premium,D,VS2,62.9,61.0,911,4.29,4.27,2.69 +17028,1.02,Ideal,H,VVS2,62.1,55.0,6797,6.5,6.46,4.02 +47875,0.52,Ideal,G,VVS2,61.9,55.0,1911,5.14,5.16,3.19 +21207,1.16,Ideal,F,VS1,61.9,54.0,9348,6.75,6.79,4.19 +52537,0.7,Ideal,H,VS1,61.6,55.0,2530,5.73,5.76,3.54 +46381,0.7,Good,I,SI1,61.6,63.0,1763,5.59,5.68,3.47 +31972,0.26,Premium,E,VS1,61.9,58.0,452,4.1,4.11,2.54 +24761,1.51,Ideal,G,VS2,61.9,57.0,13115,7.37,7.3,4.54 +1133,0.72,Ideal,F,SI1,61.0,55.0,2920,5.78,5.85,3.55 +4609,0.9,Premium,E,SI2,62.2,60.0,3662,6.15,6.19,3.84 +42146,0.51,Ideal,G,SI1,61.6,56.0,1281,5.19,5.14,3.18 +46384,0.54,Ideal,I,IF,62.5,55.0,1763,5.21,5.26,3.27 +6705,0.36,Premium,J,SI1,61.6,60.0,410,4.54,4.58,2.81 +9313,1.02,Ideal,F,SI2,61.4,56.0,4578,6.47,6.5,3.98 +33351,0.41,Premium,G,VS2,60.9,58.0,827,4.8,4.83,2.93 +52612,0.51,Ideal,E,VVS2,60.7,58.0,2545,5.19,5.17,3.14 +38482,0.42,Ideal,D,VS2,61.4,56.0,1031,4.8,4.84,2.96 +13854,1.05,Premium,E,VS2,62.6,59.0,5645,6.5,6.43,4.05 +48269,0.53,Premium,D,VS2,60.4,58.0,1956,5.26,5.23,3.17 +50058,0.7,Very Good,I,VS2,62.8,59.0,2202,5.56,5.61,3.51 +8996,0.91,Premium,G,VS1,60.9,54.0,4510,6.38,6.27,3.85 +7991,1.16,Premium,I,SI2,62.1,58.0,4326,6.78,6.71,4.19 +5577,1.21,Fair,H,SI2,65.6,56.0,3862,6.69,6.59,4.36 +36688,0.39,Premium,E,VS2,61.4,58.0,951,4.73,4.68,2.89 +8377,0.31,Good,F,VS2,63.6,54.0,583,4.28,4.33,2.74 +35909,0.34,Ideal,F,VVS1,61.4,55.0,919,4.52,4.54,2.78 +37122,0.42,Ideal,D,SI1,61.9,55.0,970,4.84,4.79,2.98 +21838,1.1,Very Good,D,VS1,59.7,58.0,9901,6.69,6.72,4.0 +38213,0.43,Premium,F,SI1,62.9,60.0,1016,4.8,4.77,3.01 +40643,0.41,Premium,E,VS1,60.4,58.0,1153,4.82,4.78,2.9 +39435,0.41,Ideal,D,VS2,61.9,56.0,1076,4.8,4.77,2.96 +5491,0.9,Very Good,G,SI2,59.8,61.0,3842,6.32,6.28,3.77 +44019,0.51,Ideal,E,SI1,59.6,57.0,1546,5.24,5.2,3.11 +43669,0.56,Ideal,F,SI1,62.3,55.0,1436,5.27,5.32,3.3 +8514,1.01,Very Good,F,SI2,60.0,55.0,4425,6.56,6.53,3.93 +5610,0.74,Very Good,E,VS1,62.1,53.4,3872,5.8,5.82,3.61 +16748,1.06,Premium,E,VS1,59.1,58.0,6669,6.66,6.71,3.95 +39862,0.38,Ideal,F,VVS1,62.0,54.7,1101,4.62,4.67,2.88 +35053,0.31,Ideal,F,VVS1,61.8,56.0,884,4.33,4.37,2.69 +48757,0.56,Ideal,F,VS1,61.7,56.0,2016,5.32,5.28,3.27 +11907,0.9,Very Good,F,SI1,62.3,57.0,5122,6.13,6.16,3.83 +32757,0.42,Premium,I,SI1,61.2,60.0,803,4.82,4.78,2.94 +21850,1.56,Premium,E,SI2,62.4,60.0,9909,7.36,7.41,4.61 +29061,0.4,Very Good,E,SI1,60.8,62.0,687,4.72,4.76,2.88 +43998,0.3,Good,F,SI2,63.3,55.0,394,4.29,4.33,2.73 +22348,1.53,Premium,H,SI1,59.5,59.0,10398,7.53,7.46,4.46 +10851,1.03,Ideal,E,SI1,58.9,57.0,4873,6.62,6.56,3.88 +3626,0.73,Ideal,H,IF,61.4,59.0,3429,5.77,5.83,3.56 +8351,1.05,Very Good,E,SI2,62.9,57.0,4398,6.47,6.51,4.08 +43164,0.42,Ideal,D,VVS2,61.4,56.0,1389,4.85,4.82,2.97 +28957,0.31,Good,I,VS2,63.2,55.0,435,4.3,4.4,2.75 +7584,1.02,Ideal,G,SI2,61.4,56.0,4255,6.52,6.47,3.99 +28028,0.3,Premium,F,VS1,60.5,60.0,658,4.29,4.31,2.6 +7520,1.01,Premium,I,SI1,61.8,59.0,4242,6.44,6.37,3.96 +24852,1.51,Ideal,E,SI1,62.2,56.0,13254,7.31,7.36,4.56 +7190,1.01,Very Good,F,SI2,62.4,58.0,4187,6.37,6.42,3.99 +12076,1.01,Ideal,H,SI1,61.8,54.0,5158,6.48,6.44,3.99 +20350,1.02,Very Good,E,VVS2,60.3,58.0,8745,6.53,6.57,3.95 +53307,0.3,Good,D,SI1,63.4,56.0,552,4.26,4.29,2.71 +32885,0.4,Premium,J,VS1,63.0,58.0,810,4.7,4.66,2.95 +33762,0.4,Very Good,G,SI1,63.4,58.0,840,4.71,4.66,2.97 +30346,0.36,Premium,E,VS1,61.5,59.0,727,4.57,4.6,2.82 +17698,1.51,Very Good,J,SI1,62.4,58.0,7136,7.27,7.32,4.55 +7834,1.01,Very Good,F,SI2,63.2,58.0,4299,6.43,6.3,4.02 +51863,0.73,Very Good,I,VS2,62.8,59.0,2426,5.72,5.75,3.6 +35000,0.38,Ideal,G,VS1,62.0,55.0,882,4.64,4.68,2.89 +12720,0.29,Very Good,D,VVS2,59.1,61.0,600,4.33,4.37,2.57 +24386,0.41,Good,E,SI2,63.5,55.0,638,4.69,4.73,2.99 +37266,0.28,Ideal,H,VS1,62.3,55.0,481,4.21,4.24,2.63 +42168,0.41,Premium,D,VS1,59.3,58.0,1286,4.87,4.85,2.88 +47472,0.75,Very Good,J,SI1,61.7,56.0,1859,5.81,5.92,3.62 +17386,0.34,Ideal,E,SI2,62.9,56.0,612,4.48,4.45,2.81 +32100,0.33,Ideal,E,VS1,60.6,57.0,781,4.5,4.54,2.74 +7397,0.33,Very Good,H,VS1,62.9,59.0,579,4.35,4.4,2.75 +52823,0.7,Ideal,F,SI1,61.4,57.0,2573,5.67,5.69,3.49 +47726,0.56,Ideal,G,VVS2,62.5,56.0,1889,5.24,5.28,3.29 +5723,0.25,Very Good,E,VVS2,63.4,58.0,575,3.97,4.01,2.53 +30131,0.32,Ideal,G,VS2,61.4,56.0,720,4.39,4.37,2.69 +45878,0.71,Premium,G,SI2,59.9,59.0,1717,5.79,5.82,3.48 +7295,0.9,Ideal,H,VS1,60.9,57.0,4201,6.2,6.24,3.79 +46941,0.52,Premium,E,VS2,60.9,57.0,1815,5.2,5.17,3.16 +28496,0.3,Ideal,F,VS1,61.9,55.0,673,4.28,4.3,2.66 +29681,0.32,Ideal,D,VS1,61.1,56.0,707,4.44,4.47,2.72 +45840,0.56,Premium,F,SI2,60.2,58.0,1715,5.36,5.33,3.22 +44992,0.31,Good,I,SI1,63.8,55.0,523,4.34,4.31,2.76 +48572,0.71,Very Good,J,VS1,64.1,58.0,1993,5.61,5.65,3.61 +15499,1.0,Premium,F,VS2,61.6,55.0,6209,6.42,6.34,3.93 +17660,1.1,Premium,F,VS2,61.1,57.0,7115,6.71,6.65,4.08 +43061,0.57,Ideal,F,SI1,62.2,55.0,1377,5.32,5.36,3.32 +1320,0.98,Fair,F,SI2,61.6,66.0,2958,6.46,6.24,3.92 +19849,2.04,Premium,I,I1,59.3,61.0,8408,8.3,8.25,4.91 +14699,1.23,Premium,E,SI2,62.5,58.0,5929,6.86,6.81,4.27 +13140,1.07,Premium,F,SI1,62.5,59.0,5436,6.57,6.52,4.09 +44783,0.59,Very Good,G,VS2,62.8,59.0,1623,5.28,5.33,3.33 +48003,0.52,Ideal,D,VS2,62.3,54.0,1919,5.19,5.14,3.22 +31722,0.4,Very Good,J,VVS1,61.2,55.0,772,4.75,4.8,2.92 +2647,0.7,Very Good,D,VS1,62.9,60.0,3231,5.57,5.62,3.52 +11048,0.31,Ideal,H,SI1,61.9,56.0,595,4.38,4.35,2.7 +23631,1.14,Premium,F,VVS1,59.4,59.0,11654,6.87,6.8,4.06 +18747,1.52,Ideal,I,SI2,60.2,57.0,7661,7.47,7.38,4.47 +19264,1.51,Ideal,H,SI2,62.3,58.0,7990,7.27,7.33,4.55 +11332,1.01,Premium,F,SI1,58.5,60.0,4989,6.6,6.57,3.85 +10033,0.26,Ideal,I,VS1,62.5,53.0,417,4.08,4.11,2.56 +6888,1.22,Premium,J,SI2,62.2,60.0,4132,6.89,6.77,4.25 +27997,0.3,Very Good,E,VS2,61.9,61.0,658,4.28,4.32,2.66 +52509,0.73,Premium,F,SI1,62.1,58.0,2527,5.74,5.72,3.56 +19642,2.04,Very Good,I,I1,59.3,61.0,8257,8.25,8.3,4.91 +42358,0.59,Very Good,F,SI2,63.4,57.0,1301,5.32,5.28,3.36 +13202,1.24,Very Good,I,SI1,60.4,58.0,5456,6.95,7.02,4.22 +40590,0.41,Premium,E,VS1,61.9,59.0,1153,4.8,4.77,2.96 +36591,0.33,Ideal,G,IF,61.0,55.0,946,4.49,4.52,2.75 +36290,0.32,Ideal,G,SI1,61.3,57.0,477,4.37,4.4,2.69 +22679,1.75,Very Good,H,SI2,60.8,60.0,10727,7.72,7.8,4.72 +11450,1.01,Ideal,D,SI2,61.3,54.0,5006,6.52,6.47,3.99 +8444,1.01,Premium,F,SI1,61.9,58.0,4412,6.38,6.34,3.94 +10062,0.35,Good,F,SI2,63.8,56.0,591,4.48,4.45,2.85 +1317,0.72,Ideal,H,VVS1,62.0,55.0,2958,5.74,5.77,3.57 +31543,0.3,Ideal,E,VVS2,61.9,58.0,766,4.27,4.29,2.65 +14759,1.01,Premium,D,SI1,62.8,60.0,5939,6.42,6.36,4.01 +30898,0.41,Ideal,D,SI1,61.9,55.0,744,4.77,4.8,2.96 +48215,0.57,Ideal,H,VVS1,60.9,56.0,1949,5.36,5.38,3.27 +48251,0.71,Premium,I,VS2,60.0,58.0,1952,5.79,5.85,3.49 +14827,1.21,Ideal,H,SI1,61.2,57.0,5973,6.86,6.93,4.22 +8361,1.01,Good,E,SI1,64.1,59.0,4399,6.31,6.35,4.06 +19697,0.25,Ideal,G,IF,61.7,56.0,624,4.04,4.1,2.51 +27448,2.02,Ideal,G,VS2,61.7,53.0,18077,8.14,8.04,4.99 +6051,0.32,Ideal,I,VS2,62.5,55.0,576,4.39,4.38,2.74 +12994,1.02,Premium,F,SI1,62.3,58.0,5398,6.46,6.38,4.0 +34943,0.23,Very Good,E,VS1,59.6,65.0,378,3.95,3.97,2.36 +20620,1.51,Very Good,I,VS1,61.1,63.0,8918,7.38,7.32,4.49 +47915,0.56,Very Good,F,VS1,58.2,60.0,1915,5.38,5.41,3.14 +30361,0.36,Premium,H,VS2,61.0,60.0,729,4.6,4.55,2.79 +134,0.7,Very Good,E,VS2,62.6,60.0,2765,5.62,5.65,3.53 +9613,1.02,Very Good,D,SI2,60.3,58.0,4633,6.48,6.52,3.92 +26934,3.0,Fair,I,SI2,64.8,59.0,16970,8.93,8.73,5.72 +18949,1.01,Ideal,D,VS2,62.7,57.0,7792,6.39,6.36,4.0 +14225,1.38,Ideal,J,SI2,61.0,56.0,5765,7.22,7.26,4.42 +25519,2.0,Ideal,J,VS2,61.0,57.0,14323,8.08,8.13,4.94 +16461,1.2,Ideal,H,SI1,61.9,56.0,6578,6.78,6.82,4.21 +52425,0.77,Very Good,H,VS2,63.0,57.0,2513,5.79,5.87,3.67 +14881,1.09,Premium,H,VS2,62.3,57.0,5993,6.63,6.53,4.1 +46621,0.3,Premium,H,VS1,61.4,59.0,526,4.3,4.33,2.65 +38955,0.31,Very Good,H,VS2,61.9,58.0,489,4.37,4.39,2.71 +49936,0.71,Very Good,I,VS2,60.4,60.0,2185,5.72,5.8,3.48 +12347,1.0,Very Good,G,VS2,62.8,57.0,5227,6.33,6.37,3.99 +42594,0.5,Very Good,E,SI1,61.9,53.0,1331,5.14,5.16,3.19 +28547,0.3,Premium,I,VVS2,61.7,58.0,675,4.37,4.28,2.67 +42441,0.55,Ideal,H,SI1,61.6,55.0,1314,5.29,5.32,3.27 +36129,0.33,Ideal,E,VS2,60.6,55.0,928,4.5,4.48,2.72 +7020,1.1,Ideal,I,SI2,62.8,57.0,4158,6.63,6.56,4.14 +26816,2.36,Ideal,I,SI2,62.8,55.0,16707,8.47,8.5,5.33 +17776,1.06,Ideal,G,VS2,62.8,55.0,7160,6.49,6.51,4.08 +36001,0.42,Ideal,G,VS1,62.0,55.0,921,4.78,4.83,2.98 +9355,1.03,Ideal,H,SI1,59.7,55.0,4585,6.6,6.64,3.95 +27942,0.23,Very Good,G,VVS2,62.9,55.0,431,3.88,3.92,2.45 +49080,0.51,Premium,E,VVS2,61.0,61.0,2060,5.17,5.13,3.14 +50557,0.7,Good,I,SI1,58.5,61.0,2276,5.76,5.82,3.39 +31478,0.34,Ideal,H,VS1,62.3,55.0,765,4.48,4.45,2.78 +19224,1.01,Premium,G,VVS2,61.9,59.0,7964,6.45,6.41,3.98 +11518,0.91,Ideal,G,VS2,61.4,57.0,5023,6.23,6.28,3.84 +4603,0.91,Very Good,F,SI2,62.4,58.0,3659,6.17,6.21,3.86 +41053,0.5,Good,E,SI1,63.6,56.0,1188,5.03,5.0,3.19 +44833,0.51,Premium,E,SI1,61.3,59.0,1624,5.15,5.13,3.15 +6260,0.92,Ideal,E,SI2,62.1,53.0,4011,6.22,6.25,3.87 +39761,0.53,Ideal,I,SI1,61.5,56.0,1094,5.21,5.23,3.21 +13617,1.13,Premium,H,VS2,62.8,59.0,5571,6.63,6.58,4.15 +29789,0.3,Premium,D,SI1,60.6,60.0,709,4.32,4.3,2.61 +2689,0.9,Good,G,SI2,64.1,56.0,3246,6.12,6.08,3.91 +12907,0.93,Ideal,H,VS1,61.8,55.0,5375,6.28,6.26,3.88 +27018,2.27,Premium,J,VS1,62.4,58.0,17149,8.41,8.36,5.23 +13788,1.04,Premium,F,SI1,62.5,60.0,5621,6.43,6.46,4.03 +35064,0.3,Ideal,D,VS1,60.8,56.0,885,4.37,4.39,2.66 +341,0.71,Very Good,G,VS1,63.5,55.0,2803,5.66,5.64,3.59 +20610,1.53,Premium,I,SI1,62.9,59.0,8911,7.36,7.32,4.62 +14767,1.06,Premium,F,VS2,61.2,57.0,5942,6.64,6.49,4.02 +51661,0.71,Very Good,E,SI2,62.7,59.0,2397,5.7,5.75,3.59 +2222,0.9,Very Good,J,VS2,63.5,56.0,3145,6.12,6.1,3.88 +10841,1.01,Ideal,I,SI1,60.0,60.0,4872,6.53,6.57,3.93 +42846,0.41,Ideal,F,VVS1,62.3,57.0,1356,4.77,4.73,2.96 +14573,1.0,Very Good,H,VS2,64.7,56.0,5883,6.23,6.29,4.05 +8427,1.06,Ideal,I,VS2,61.4,57.0,4405,6.57,6.52,4.02 +25346,2.03,Ideal,I,SI2,61.5,54.0,14061,8.22,8.2,5.05 +5316,1.11,Premium,G,SI2,62.5,57.0,3804,6.54,6.49,4.07 +26670,2.01,Premium,H,SI2,61.6,58.0,16499,8.12,8.02,4.97 +49677,0.6,Ideal,F,VVS2,63.0,55.0,2143,5.39,5.37,3.39 +46276,0.53,Ideal,G,VS1,61.2,55.0,1754,5.23,5.26,3.21 +39678,0.47,Premium,E,SI1,59.3,56.0,1087,5.07,5.05,3.02 +49016,0.5,Premium,F,VVS2,61.9,58.0,2052,5.07,5.1,3.15 +6469,0.9,Very Good,E,SI1,62.2,60.0,4054,6.14,6.17,3.83 +19700,0.37,Ideal,J,VS1,62.6,57.0,624,4.57,4.54,2.85 +44072,0.55,Ideal,E,SI1,62.1,55.0,1551,5.21,5.26,3.25 +3929,0.9,Ideal,J,VS1,62.4,56.0,3498,6.15,6.18,3.85 +37771,0.41,Ideal,E,VS2,61.6,55.0,999,4.79,4.75,2.94 +3,0.23,Good,E,VS1,56.9,65.0,327,4.05,4.07,2.31 +42732,0.52,Very Good,E,SI1,61.1,62.0,1343,5.16,5.18,3.16 +47454,0.53,Ideal,D,VS2,62.6,56.0,1857,5.14,5.18,3.23 +52903,0.72,Ideal,I,VS1,62.5,55.0,2586,5.74,5.78,3.6 +24013,2.01,Premium,I,SI2,62.3,59.0,12182,8.01,7.97,4.98 +3209,0.91,Premium,F,SI2,62.9,57.0,3346,6.16,6.11,3.86 +36894,0.31,Ideal,F,VVS1,62.4,57.0,959,4.32,4.3,2.69 +11055,0.28,Very Good,D,VVS1,60.3,62.0,596,4.22,4.24,2.55 +12152,1.1,Ideal,E,SI2,61.6,56.0,5174,6.64,6.61,4.08 +1971,0.87,Ideal,F,SI2,62.2,56.0,3090,6.03,6.13,3.78 +52981,0.82,Premium,E,SI2,62.0,59.0,2593,6.02,5.94,3.71 +47581,0.59,Ideal,E,VS2,62.1,55.0,1875,5.4,5.42,3.36 +50137,0.7,Very Good,H,SI1,62.1,59.0,2213,5.62,5.66,3.5 +1236,1.03,Fair,G,SI2,65.7,59.0,2942,6.3,6.24,4.12 +6329,0.71,Ideal,D,VS2,61.7,56.0,4029,5.71,5.74,3.53 +18,0.3,Good,J,SI1,63.4,54.0,351,4.23,4.29,2.7 +41843,0.35,Ideal,E,IF,61.4,56.0,1254,4.56,4.53,2.79 +43426,0.35,Fair,G,VS2,65.9,54.0,1415,5.57,5.53,3.66 +926,1.05,Premium,H,I1,62.0,59.0,2881,6.5,6.47,4.02 +42180,0.5,Premium,G,SI1,62.2,60.0,1286,5.07,5.03,3.14 +41016,0.51,Good,F,SI1,64.0,57.0,1186,5.01,5.06,3.22 +15372,0.3,Ideal,F,VS2,62.1,55.0,605,4.26,4.31,2.66 +1635,0.76,Ideal,H,VS2,61.9,55.0,3016,5.85,5.88,3.64 +35221,0.33,Very Good,E,VVS2,62.3,56.0,893,4.4,4.44,2.75 +9545,1.0,Good,D,SI2,63.3,56.0,4620,6.35,6.38,4.03 +14781,1.03,Very Good,D,SI1,61.2,54.0,5948,6.53,6.61,4.02 +17483,1.01,Very Good,G,VS1,63.6,57.0,7021,6.34,6.36,4.04 +18509,1.06,Premium,D,VS2,62.3,59.0,7541,6.48,6.52,4.05 +34749,0.41,Ideal,H,SI1,62.4,56.0,876,4.78,4.74,2.97 +563,0.91,Very Good,I,SI2,62.8,61.0,2832,6.15,6.18,3.87 +49361,0.55,Ideal,I,IF,60.1,56.0,2098,5.33,5.38,3.22 +12560,1.01,Good,G,SI1,59.8,61.0,5277,6.45,6.49,3.87 +3590,0.91,Good,F,SI1,64.0,57.0,3423,6.08,6.17,3.92 +17258,1.01,Ideal,F,SI1,62.0,56.0,6907,6.41,6.46,3.99 +49453,0.71,Ideal,I,SI1,62.6,54.0,2111,5.68,5.73,3.57 +42258,0.46,Premium,E,VS1,62.0,58.0,1294,4.95,4.98,3.08 +51038,0.75,Premium,H,SI1,60.2,59.0,2329,5.92,5.88,3.55 +13934,1.2,Premium,H,SI1,61.8,58.0,5669,6.8,6.72,4.18 +8497,0.86,Ideal,G,VS1,62.2,57.0,4420,6.05,6.1,3.78 +17502,1.29,Ideal,H,SI1,62.1,55.0,7036,6.96,7.0,4.34 +1231,0.7,Ideal,E,VS2,61.5,56.0,2940,5.73,5.68,3.51 +6292,0.9,Very Good,H,VS1,62.5,56.0,4021,6.13,6.19,3.85 +24388,0.41,Very Good,D,SI2,62.3,61.0,638,4.72,4.75,2.95 +53620,0.3,Ideal,I,VVS1,61.1,57.0,552,4.32,4.36,2.65 +15672,1.04,Ideal,G,VS2,62.0,59.0,6286,6.43,6.5,4.01 +26267,2.24,Ideal,I,SI2,62.1,53.6,15730,8.38,8.41,5.21 +46806,0.72,Premium,F,SI2,61.1,59.0,1806,5.83,5.79,3.55 +34674,0.41,Very Good,H,VVS2,62.0,56.0,873,4.77,4.81,2.97 +20383,0.31,Good,H,VVS2,63.6,56.0,625,4.28,4.33,2.74 +35755,0.3,Ideal,E,VS2,61.4,59.0,911,4.3,4.27,2.63 +44389,0.41,Ideal,D,VVS1,60.6,57.0,1582,4.82,4.79,2.91 +26859,1.5,Premium,F,VS1,60.2,59.0,16783,7.41,7.37,4.45 +17763,1.12,Ideal,D,SI1,60.5,56.0,7153,6.75,6.78,4.09 +15317,1.3,Very Good,F,SI2,61.1,58.0,6149,6.98,7.02,4.28 +7043,1.06,Very Good,G,SI2,61.1,62.0,4162,6.55,6.61,4.02 +12749,1.25,Premium,H,SI1,59.4,62.0,5320,7.07,7.0,4.18 +36491,0.3,Ideal,E,IF,61.7,55.0,943,4.31,4.34,2.67 +19889,1.59,Good,G,SI1,63.8,56.0,8441,7.41,7.34,4.71 +3678,0.7,Good,F,VVS2,62.5,58.0,3445,5.68,5.75,3.57 +27069,1.75,Premium,G,VS1,59.6,60.0,17191,7.9,7.76,4.67 +31943,0.3,Ideal,F,VS2,62.9,57.0,776,4.33,4.29,2.71 +3706,1.0,Premium,E,SI2,61.0,59.0,3450,6.4,6.33,3.88 +4675,0.78,Very Good,D,VS2,59.8,60.0,3672,5.97,6.03,3.59 +50938,0.51,Very Good,E,VVS2,61.8,56.0,2320,5.13,5.16,3.18 +22786,1.29,Ideal,G,VVS2,62.4,57.0,10807,6.97,6.94,4.34 +38150,0.54,Premium,I,SI2,61.2,60.0,1013,5.22,5.2,3.19 +19351,0.3,Ideal,E,VVS2,60.7,57.0,622,4.36,4.41,2.66 +26107,2.01,Good,I,SI1,62.2,61.0,15371,7.94,8.01,4.96 +39901,0.42,Ideal,D,VS2,62.2,55.0,1103,4.8,4.75,2.97 +2915,0.8,Premium,F,VS2,59.7,58.0,3285,6.02,5.97,3.58 +51119,0.7,Fair,G,VS2,65.3,57.0,2338,5.58,5.47,3.61 +19743,1.51,Good,I,SI1,63.7,58.0,8313,7.22,7.26,4.61 +32162,0.34,Ideal,D,VS1,61.2,58.0,787,4.45,4.5,2.74 +15342,1.01,Good,F,VS2,63.1,60.0,6159,6.29,6.39,4.0 +41529,0.42,Ideal,G,VVS1,61.6,55.0,1235,4.85,4.82,2.98 +36208,0.36,Premium,F,VS2,60.5,59.0,932,4.64,4.61,2.8 +40291,0.4,Ideal,H,VVS2,62.1,57.0,1125,4.74,4.69,2.93 +13715,0.3,Ideal,E,VS2,62.0,57.0,603,4.26,4.29,2.65 +28943,0.3,Very Good,G,VVS2,62.9,55.0,684,4.24,4.28,2.68 +47569,0.51,Ideal,G,VVS2,61.9,55.0,1875,5.15,5.19,3.2 +48967,0.34,Ideal,H,VS2,62.2,56.0,537,4.48,4.53,2.8 +3483,0.79,Very Good,F,VS1,58.6,57.0,3398,6.08,6.14,3.58 +51218,0.71,Ideal,G,SI1,62.9,57.0,2352,5.67,5.62,3.55 +44838,0.55,Very Good,F,VS2,62.5,56.0,1625,5.23,5.27,3.28 +20816,1.02,Very Good,F,VVS2,61.0,54.0,9043,6.53,6.58,4.0 +26330,2.05,Premium,I,SI1,61.2,57.0,15837,8.24,8.21,5.03 +45984,0.3,Good,H,VS1,63.4,53.0,526,4.25,4.3,2.71 +46889,0.72,Premium,J,VS2,62.6,58.0,1814,5.72,5.66,3.56 +32574,0.38,Ideal,F,VS2,62.2,57.0,800,4.6,4.63,2.87 +36987,0.51,Good,H,SI2,63.7,61.0,964,4.99,4.96,3.17 +38136,0.3,Very Good,G,VVS1,63.3,55.0,1013,4.3,4.26,2.71 +15391,1.29,Very Good,I,VS2,62.8,58.0,6166,6.89,6.93,4.34 +24979,1.13,Ideal,E,VVS1,61.8,57.0,13485,6.66,6.71,4.13 +27442,2.29,Very Good,I,SI1,61.8,59.0,18068,8.44,8.51,5.24 +4862,1.0,Premium,J,SI1,60.8,58.0,3712,6.39,6.44,3.9 +4620,0.87,Very Good,D,SI1,60.2,60.0,3664,6.12,6.17,3.7 +32119,0.37,Very Good,E,VS1,63.5,59.0,784,4.55,4.59,2.9 +26324,2.03,Ideal,I,VS2,59.9,60.0,15826,8.17,8.27,4.92 +1175,0.7,Ideal,G,VS2,61.8,57.0,2929,5.68,5.71,3.52 +21520,1.71,Ideal,H,VS2,61.9,57.0,9618,7.67,7.61,4.73 +15059,0.3,Good,G,VS1,63.3,56.0,605,4.26,4.3,2.71 +10596,1.07,Very Good,E,SI2,61.6,56.0,4824,6.54,6.6,4.05 +13569,1.01,Ideal,G,SI1,63.0,57.0,5555,6.37,6.4,4.02 +7950,0.9,Very Good,G,SI1,62.4,59.0,4320,6.1,6.15,3.82 +6326,0.71,Ideal,D,VS2,61.2,57.0,4029,5.72,5.76,3.51 +24203,1.11,Ideal,D,VVS2,62.3,56.0,12390,6.59,6.64,4.12 +22572,1.22,Ideal,E,VS1,62.4,54.0,10622,6.77,6.88,4.26 +26957,2.6,Fair,G,SI2,64.6,57.0,17027,8.6,8.55,5.54 +48188,0.91,Good,J,I1,63.1,57.0,1945,6.06,6.12,3.84 +3284,0.63,Ideal,G,IF,61.9,56.0,3363,5.5,5.52,3.41 +42414,0.45,Very Good,D,VS2,62.9,58.4,1311,4.83,4.86,3.04 +13040,0.36,Ideal,F,SI1,61.5,56.0,600,4.59,4.62,2.83 +35347,0.38,Premium,F,SI1,62.7,58.0,898,4.62,4.6,2.89 +25850,2.0,Premium,G,SI1,59.0,62.0,14918,6.16,6.15,4.82 +28903,0.3,Very Good,G,VVS2,61.6,60.0,684,4.24,4.27,2.62 +5125,0.91,Very Good,G,SI1,63.4,59.0,3763,6.2,6.14,3.91 +45362,0.54,Very Good,G,VS1,61.6,54.0,1665,5.26,5.3,3.25 +53376,0.85,Ideal,H,SI2,61.8,54.0,2659,6.1,6.07,3.76 +11098,1.21,Very Good,I,SI2,60.0,58.0,4929,6.89,6.97,4.16 +3283,0.76,Ideal,H,VVS1,62.1,56.0,3363,5.81,5.89,3.63 +7649,0.9,Premium,G,VS2,61.7,59.0,4269,6.14,6.22,3.81 +10633,1.01,Very Good,E,SI1,63.2,59.0,4830,6.28,6.25,3.96 +22714,1.23,Very Good,E,VS1,61.5,58.0,10730,6.88,6.93,4.25 +53636,0.3,Ideal,I,VVS1,62.1,56.0,552,4.3,4.33,2.68 +34842,0.3,Ideal,G,VVS2,61.1,57.0,878,4.35,4.32,2.65 +120,0.8,Ideal,F,SI2,59.9,59.0,2762,6.01,6.07,3.62 +976,0.82,Very Good,G,SI1,63.4,55.0,2893,6.0,5.93,3.78 +36247,0.41,Ideal,E,VS2,61.6,55.0,935,4.75,4.79,2.94 +20083,1.33,Ideal,H,VS1,59.3,57.0,8558,7.18,7.22,4.27 +14044,0.38,Ideal,J,VS1,62.2,55.7,605,4.63,4.65,2.89 +37390,0.55,Ideal,J,SI1,61.2,55.0,982,5.29,5.3,3.24 +27252,1.7,Ideal,F,VS2,61.3,54.0,17662,7.72,7.67,4.72 +6202,1.02,Premium,H,SI2,62.4,59.0,3998,6.42,6.37,3.99 +22992,2.0,Good,G,SI2,58.1,64.0,11041,8.3,8.27,4.81 +12128,1.0,Premium,H,VS1,61.8,61.0,5169,6.4,6.31,3.93 +27530,1.7,Ideal,G,VVS1,61.0,56.0,18279,7.62,7.67,4.66 +3148,0.71,Ideal,E,VS1,61.8,55.0,3332,5.72,5.77,3.55 +29517,0.38,Ideal,H,VS2,62.2,54.0,703,4.64,4.68,2.9 +14730,0.3,Very Good,F,VS2,62.9,57.0,605,4.27,4.29,2.69 +53074,0.71,Ideal,F,SI1,61.5,56.0,2610,5.69,5.76,3.52 +40285,0.34,Ideal,I,VS2,61.5,55.0,495,4.53,4.55,2.79 +30433,0.32,Ideal,G,VVS2,62.0,55.0,730,4.4,4.44,2.74 +1041,0.8,Ideal,I,VS1,62.2,58.0,2906,5.92,5.95,3.69 +1899,0.75,Good,D,SI1,63.6,58.0,3078,5.65,5.77,3.63 +42720,0.51,Premium,E,SI1,58.2,61.0,1340,5.27,5.22,3.05 +52855,0.59,Premium,E,VS2,62.5,56.0,2578,5.4,5.36,3.36 +21319,1.51,Good,I,VVS1,64.0,60.0,9471,7.26,7.21,4.63 +18821,1.03,Ideal,G,VVS1,61.7,56.0,7708,6.45,6.56,4.0 +51647,0.26,Very Good,G,VVS1,61.4,56.0,545,4.13,4.15,2.54 +50525,0.71,Very Good,G,SI1,63.3,56.0,2274,5.66,5.69,3.59 +52884,0.73,Ideal,G,SI1,62.0,54.0,2583,5.81,5.84,3.61 +11351,1.02,Premium,E,SI2,58.7,58.0,4990,6.68,6.61,3.9 +13397,0.32,Very Good,F,VS2,58.8,62.0,602,4.43,4.48,2.62 +38361,0.33,Ideal,F,VVS1,61.9,55.0,1021,4.44,4.42,2.74 +23140,1.64,Premium,H,SI1,59.3,61.0,11159,7.68,7.64,4.54 +22224,1.54,Very Good,H,SI1,62.2,58.0,10279,7.32,7.45,4.59 +45631,0.32,Good,E,SI1,63.3,55.0,524,4.33,4.36,2.75 +12155,1.3,Good,J,VS2,63.6,59.0,5175,6.87,6.9,4.38 +8888,1.02,Very Good,H,SI1,63.5,55.0,4487,6.31,6.35,4.02 +2935,1.02,Fair,I,SI2,66.2,57.0,3290,6.34,6.26,4.17 +26317,1.52,Very Good,F,VS1,63.8,56.0,15819,7.25,7.3,4.64 +42912,0.52,Very Good,J,VVS1,61.7,55.5,1363,5.17,5.19,3.19 +33643,0.38,Premium,H,VVS2,62.0,58.0,833,4.62,4.64,2.87 +33613,0.31,Good,D,SI2,63.9,57.0,462,4.28,4.33,2.75 +50354,0.73,Premium,I,VS2,59.7,59.0,2246,5.81,5.94,3.51 +38211,0.43,Ideal,F,SI1,61.6,57.0,1016,4.85,4.8,2.97 +48776,0.7,Good,F,SI2,58.1,61.0,2020,5.76,5.8,3.36 +51923,0.71,Very Good,E,VS2,63.2,57.0,2437,5.66,5.63,3.56 +13340,1.19,Ideal,D,SI2,60.4,55.0,5504,6.91,6.89,4.17 +31733,0.31,Ideal,G,VVS1,61.4,56.0,772,4.34,4.37,2.68 +44845,0.52,Ideal,F,VS2,61.1,56.0,1625,5.19,5.23,3.18 +16975,1.25,Ideal,D,SI2,61.9,54.4,6779,6.9,6.93,4.28 +48570,0.63,Ideal,D,SI1,62.0,56.0,1992,5.55,5.48,3.42 +6373,0.32,Ideal,E,SI2,62.7,55.0,576,4.42,4.39,2.76 +20897,1.23,Ideal,G,VS1,61.8,58.0,9116,6.85,6.9,4.25 +24193,1.77,Premium,I,VS2,62.3,58.0,12378,7.74,7.68,4.8 +26956,2.01,Very Good,E,SI2,58.9,60.0,17024,8.2,8.24,4.84 +1902,0.76,Ideal,E,VS2,61.3,56.0,3079,5.79,5.83,3.56 +35262,0.3,Ideal,G,IF,62.6,57.0,895,4.28,4.32,2.69 +53775,0.79,Good,G,SI1,63.6,57.0,2726,5.86,5.84,3.72 +15429,1.04,Premium,G,VS2,62.5,58.0,6177,6.43,6.47,4.03 +42462,0.55,Ideal,F,SI1,61.8,55.0,1316,5.22,5.27,3.24 +49655,0.71,Very Good,H,SI2,61.8,58.0,2141,5.67,5.73,3.52 +38085,0.3,Premium,E,VVS2,60.1,59.0,1013,4.37,4.32,2.61 +29194,0.38,Ideal,E,SI1,61.0,56.0,694,4.68,4.69,2.86 +1588,0.71,Very Good,E,VS1,63.7,58.0,3009,5.63,5.68,3.6 +31751,0.44,Premium,G,SI1,61.9,59.0,772,4.82,4.87,3.0 +21141,1.51,Ideal,I,VS2,62.3,57.0,9297,7.28,7.37,4.56 +33663,0.36,Ideal,E,VS1,61.8,54.0,835,4.56,4.6,2.83 +19955,1.32,Ideal,I,VVS1,61.0,56.0,8501,7.09,7.07,4.32 +240,0.77,Good,G,VS1,59.4,64.0,2788,5.97,5.92,3.53 +2755,0.9,Very Good,H,SI2,62.4,58.0,3250,6.11,6.16,3.83 +3617,0.77,Premium,D,VS2,61.2,59.0,3428,5.91,5.86,3.6 +11362,1.0,Very Good,H,SI1,61.8,57.0,4995,6.39,6.42,3.96 +29051,0.4,Very Good,E,SI1,62.2,62.0,687,4.66,4.69,2.91 +7449,1.2,Very Good,J,VS2,63.1,56.0,4232,6.77,6.71,4.25 +30632,0.31,Ideal,D,VS2,62.2,55.0,734,4.31,4.34,2.69 +14397,0.3,Ideal,H,VVS2,61.5,57.0,605,4.31,4.34,2.66 +18109,1.02,Ideal,F,VS2,62.0,56.0,7326,6.42,6.45,3.99 +36969,0.41,Premium,G,VS1,62.6,58.0,961,4.75,4.7,2.96 +35484,0.31,Ideal,E,VVS1,61.6,57.0,903,4.38,4.36,2.69 +21854,1.24,Premium,F,VS1,60.1,59.0,9916,7.02,6.99,4.21 +48969,0.34,Ideal,H,VS2,61.5,54.0,537,4.5,4.54,2.78 +15774,1.03,Premium,F,VS2,62.4,58.0,6307,6.47,6.42,4.02 +26994,2.0,Good,D,SI2,64.1,57.0,17094,7.91,7.82,5.04 +46115,0.48,Good,D,VS1,59.3,58.0,1743,5.09,5.13,3.03 +50501,0.7,Ideal,G,SI2,61.2,56.0,2270,5.73,5.78,3.52 +46144,0.5,Premium,E,VS2,61.3,59.0,1746,5.1,5.05,3.11 +29175,0.3,Ideal,F,VVS2,61.8,55.0,694,4.33,4.35,2.68 +22240,1.52,Premium,D,SI2,59.2,62.0,10291,7.51,7.46,4.43 +48895,0.54,Ideal,D,VS1,61.4,57.0,2039,5.21,5.24,3.21 +33974,0.31,Good,F,VVS2,63.6,55.0,846,4.33,4.29,2.74 +25774,1.24,Ideal,D,VVS2,61.5,57.0,14737,6.88,6.94,4.25 +6255,0.93,Premium,F,SI1,62.5,58.0,4010,6.22,6.19,3.88 +33487,0.32,Premium,F,VS2,61.7,58.0,828,4.41,4.38,2.71 +53537,0.72,Ideal,E,VS2,62.7,55.0,2691,5.76,5.73,3.6 +15214,1.01,Premium,G,VS2,61.6,60.0,6108,6.51,6.42,3.98 +52409,0.71,Ideal,G,VS2,61.7,57.0,2511,5.75,5.72,3.54 +39073,0.55,Ideal,J,SI1,62.5,57.0,1059,5.24,5.22,3.27 +6771,0.91,Very Good,F,SI1,62.2,57.0,4108,6.19,6.25,3.87 +6855,0.91,Good,G,VS2,59.9,61.0,4125,6.2,6.33,3.75 +39568,0.44,Ideal,E,VS1,61.5,56.0,1081,4.9,4.92,3.02 +3884,1.01,Good,I,VS1,64.2,60.0,3484,6.35,6.27,4.05 +29606,0.35,Ideal,F,VS2,61.4,54.0,706,4.54,4.58,2.8 +30058,0.41,Very Good,G,SI1,62.9,56.0,719,4.7,4.75,2.97 +8061,0.27,Ideal,F,VVS2,60.0,62.0,583,4.21,4.22,2.53 +5938,1.01,Very Good,F,SI2,62.5,61.0,3945,6.33,6.37,3.97 +50256,0.71,Ideal,F,SI1,63.0,54.0,2235,5.73,5.69,3.6 +20682,1.26,Ideal,H,VS1,61.0,57.0,8959,6.97,7.03,4.27 +8109,1.0,Very Good,D,SI2,62.3,56.0,4348,6.33,6.39,3.96 +26820,2.48,Premium,I,SI1,61.0,60.0,16715,8.68,8.61,5.27 +14023,1.0,Very Good,G,VS2,63.0,59.0,5702,6.36,6.4,4.02 +52161,0.7,Premium,D,SI1,60.8,58.0,2473,5.79,5.66,3.48 +28638,0.33,Very Good,G,SI2,62.9,55.0,434,4.41,4.46,2.79 +25360,0.31,Very Good,G,VVS1,61.9,55.0,642,4.36,4.4,2.71 +36231,0.38,Very Good,D,VS2,61.6,59.0,933,4.62,4.66,2.86 +17959,1.2,Premium,G,VS2,59.4,58.0,7258,6.91,6.85,4.09 +13336,0.9,Very Good,F,VVS2,61.0,63.0,5504,6.13,6.09,3.73 +22435,1.09,Very Good,F,VVS1,61.4,58.0,10463,6.6,6.65,4.07 +1553,0.73,Fair,F,VS1,58.6,66.0,3002,5.92,5.88,3.46 +12139,1.2,Very Good,D,SI2,63.2,60.0,5174,6.65,6.54,4.17 +33093,0.37,Ideal,H,VVS1,61.4,55.0,815,4.64,4.67,2.86 +24693,0.41,Very Good,E,SI2,59.5,62.0,638,4.8,4.84,2.87 +43216,0.57,Ideal,H,SI1,61.8,57.0,1397,5.32,5.36,3.3 +1514,0.73,Ideal,D,SI1,61.4,56.0,2995,5.78,5.82,3.56 +7739,0.38,Very Good,I,SI1,60.2,60.0,581,4.65,4.68,2.81 +14237,1.51,Premium,H,SI2,60.7,59.0,5767,7.42,7.37,4.49 +47591,0.61,Premium,D,SI1,62.3,58.0,1877,5.4,5.45,3.38 +46359,0.52,Ideal,E,VS2,61.5,56.0,1760,5.16,5.18,3.18 +19147,1.2,Very Good,D,SI1,62.6,59.0,7909,6.71,6.75,4.21 +25763,2.54,Premium,H,SI2,61.3,58.0,14717,8.8,8.7,5.36 +5915,0.92,Good,D,SI2,59.0,58.0,3936,6.31,6.36,3.74 +38863,0.4,Premium,F,VS1,60.3,60.0,1050,4.81,4.77,2.89 +47290,0.3,Good,J,VS1,63.5,58.0,394,4.24,4.27,2.7 +48433,0.51,Premium,G,VVS2,59.1,59.0,1974,5.21,5.18,3.07 +37924,0.23,Very Good,D,VVS1,61.7,59.0,485,3.94,3.97,2.44 +45809,0.52,Good,F,VS1,61.2,62.0,1710,5.12,5.05,3.11 +11501,1.05,Very Good,G,SI1,59.7,58.0,5019,6.6,6.66,3.96 +41970,0.23,Very Good,E,VVS2,61.4,60.0,505,3.93,3.98,2.43 +24602,2.02,Very Good,J,SI1,63.5,60.0,12915,7.98,7.93,5.05 +40214,0.31,Ideal,F,IF,62.2,56.0,1122,4.34,4.31,2.69 +14621,1.01,Good,F,VS2,60.1,60.0,5902,6.46,6.51,3.9 +7621,1.01,Good,D,SI2,63.1,54.0,4260,6.37,6.43,4.04 +18799,1.54,Very Good,J,VS2,62.7,60.0,7695,7.34,7.37,4.61 +14500,1.23,Ideal,I,SI1,62.0,57.0,5855,6.91,6.87,4.27 +53023,0.74,Very Good,I,VVS2,62.8,55.0,2600,5.75,5.78,3.62 +13738,0.32,Ideal,F,SI1,60.6,57.0,604,4.45,4.49,2.71 +13313,1.01,Good,G,VS2,62.0,61.0,5497,6.29,6.38,3.93 +9991,1.2,Premium,J,VS1,62.0,59.0,4704,6.77,6.72,4.18 +40962,0.42,Ideal,G,VVS1,62.0,56.0,1179,4.81,4.84,2.99 +19967,1.56,Ideal,H,SI2,62.1,58.0,8517,7.35,7.41,4.58 +49981,0.8,Good,F,SI2,63.9,57.0,2189,5.86,5.84,3.74 +45385,0.58,Very Good,F,VS2,63.0,59.0,1667,5.27,5.39,3.36 +20707,0.31,Premium,H,VVS2,61.4,59.0,625,4.35,4.38,2.68 +1284,0.72,Ideal,E,SI1,61.0,56.0,2951,5.84,5.79,3.55 +28102,0.34,Ideal,G,VS2,62.4,57.0,663,4.48,4.46,2.79 +52886,0.7,Good,D,SI2,58.2,63.0,2583,5.78,5.83,3.38 +22931,1.44,Very Good,D,VS2,63.1,56.0,10967,7.15,7.12,4.5 +29669,0.35,Very Good,G,VS1,60.7,61.0,706,4.54,4.58,2.77 +21064,1.5,Premium,F,SI2,60.8,59.0,9240,7.3,7.36,4.46 +35961,0.3,Very Good,D,SI1,62.6,59.0,476,4.24,4.26,2.66 +32734,0.31,Good,F,VS2,63.9,56.0,802,4.32,4.29,2.75 +44799,0.5,Very Good,G,VS1,59.4,60.0,1624,5.13,5.17,3.06 +21883,1.5,Premium,G,SI1,60.0,61.0,9954,7.48,7.43,4.47 +29539,0.35,Ideal,E,VS2,62.0,56.0,704,4.49,4.51,2.79 +19480,1.7,Good,H,SI2,63.6,56.0,8115,7.51,7.56,4.79 +37407,0.51,Ideal,H,SI2,61.9,54.0,983,5.13,5.15,3.18 +37109,0.38,Ideal,F,VS2,61.9,55.0,969,4.68,4.64,2.89 +53444,0.75,Good,E,SI1,63.4,57.0,2674,5.75,5.77,3.65 +40090,0.33,Premium,G,VVS1,60.9,60.0,1114,4.5,4.46,2.73 +18388,0.29,Very Good,E,VS1,60.0,57.0,619,4.33,4.34,2.6 +48035,0.6,Ideal,F,VS2,58.6,60.0,1923,5.54,5.62,3.27 +42338,0.46,Ideal,D,VS2,62.4,56.0,1298,4.98,4.95,3.1 +13737,0.33,Ideal,G,VS2,61.4,56.1,604,4.42,4.45,2.73 +4731,0.34,Ideal,G,VS2,61.6,56.0,573,4.48,4.51,2.77 +14107,1.03,Premium,H,VS2,61.8,58.0,5722,6.48,6.43,3.99 +2990,0.73,Ideal,H,IF,62.2,54.0,3301,5.76,5.82,3.6 +6638,0.9,Very Good,I,VS2,61.4,58.0,4089,6.22,6.25,3.83 +19692,0.3,Ideal,G,VS1,60.9,57.0,624,4.34,4.36,2.65 +7591,0.91,Fair,E,SI1,65.0,62.0,4256,6.09,6.04,3.94 +38289,0.28,Very Good,E,VS1,60.9,59.0,487,4.19,4.22,2.56 +7137,1.03,Ideal,J,SI1,61.6,57.0,4175,6.46,6.49,3.99 +27873,0.42,Very Good,E,SI2,58.8,60.0,653,4.86,4.9,2.87 +46182,0.5,Ideal,I,VVS1,61.6,56.0,1747,5.1,5.13,3.15 +29700,0.31,Ideal,G,VVS2,61.7,54.0,707,4.34,4.38,2.69 +25152,2.01,Fair,G,SI2,65.0,60.0,13721,7.8,7.73,5.05 +20814,1.08,Ideal,H,VVS1,61.8,57.0,9041,6.55,6.59,4.06 +12291,1.02,Premium,H,VS2,61.2,58.0,5217,6.47,6.5,3.97 +35510,0.41,Very Good,E,SI1,63.1,57.0,904,4.78,4.73,3.0 +30470,0.31,Very Good,D,SI1,63.4,55.0,732,4.3,4.28,2.72 +23754,1.27,Premium,F,VVS2,61.3,60.0,11797,6.9,6.99,4.26 +22985,1.51,Ideal,F,SI1,63.0,57.0,11035,7.29,7.25,4.58 +26006,2.56,Good,J,SI2,63.6,62.0,15231,8.62,8.57,5.47 +30688,0.4,Good,F,SI1,63.6,57.0,737,4.67,4.7,2.98 +39852,0.38,Ideal,E,VVS2,61.6,55.0,1100,4.63,4.66,2.86 +45227,0.7,Premium,J,VS1,62.0,58.0,1657,5.68,5.74,3.54 +2450,0.77,Ideal,E,SI1,61.6,57.0,3189,5.87,5.91,3.63 +41082,0.41,Premium,F,VVS2,60.1,59.0,1192,4.82,4.79,2.89 +48638,0.34,Ideal,F,SI1,61.1,56.0,537,4.52,4.55,2.77 +33368,0.41,Very Good,H,VS1,62.0,56.0,827,4.74,4.78,2.95 +15655,1.22,Very Good,G,SI1,63.4,57.0,6278,6.74,6.77,4.28 +45073,0.48,Very Good,E,VS1,62.2,62.0,1644,4.95,4.99,3.09 +7714,0.33,Ideal,G,VS2,61.2,55.0,579,4.46,4.49,2.74 +45126,0.59,Very Good,E,SI1,62.9,58.0,1652,5.31,5.34,3.35 +15823,1.01,Good,F,VS2,63.9,58.0,6330,6.32,6.39,4.06 +18784,1.06,Premium,F,VS1,58.8,60.0,7679,6.76,6.68,3.95 +39741,0.52,Premium,G,SI1,58.6,62.0,1092,5.28,5.24,3.08 +24048,0.38,Premium,I,VS2,60.2,58.0,633,4.69,4.75,2.84 +4559,0.9,Ideal,H,SI1,61.5,57.0,3644,6.17,6.23,3.81 +47453,0.53,Ideal,D,VS2,61.2,57.0,1857,5.2,5.26,3.2 +31481,0.34,Very Good,H,VS1,63.1,57.0,765,4.44,4.4,2.79 +14841,1.26,Very Good,E,SI2,62.9,59.0,5976,6.82,6.85,4.3 +36605,0.34,Ideal,E,SI2,62.4,57.0,477,4.47,4.5,2.8 +30242,0.33,Ideal,E,VS2,61.5,57.0,723,4.41,4.47,2.73 +30300,0.3,Very Good,D,SI2,61.0,61.0,447,4.25,4.31,2.61 +30266,0.36,Ideal,G,SI1,61.8,55.0,725,4.58,4.61,2.84 +28359,0.4,Ideal,I,VS2,62.4,53.0,667,4.75,4.77,2.97 +30807,0.3,Very Good,G,IF,60.5,58.0,743,4.35,4.38,2.64 +23404,2.02,Very Good,I,SI2,63.3,59.0,11390,7.93,8.0,5.04 +20087,1.2,Good,E,VS2,61.8,61.0,8563,6.69,6.71,4.14 +53457,0.48,Very Good,D,IF,60.6,55.0,2677,5.08,5.12,3.09 +32344,0.3,Ideal,G,VVS1,62.2,57.0,789,4.27,4.31,2.67 +47898,0.54,Ideal,G,VVS2,61.2,56.0,1914,5.25,5.3,3.22 +50717,0.7,Premium,H,VS1,62.3,59.0,2293,5.71,5.66,3.54 +43764,0.41,Ideal,F,IF,61.4,58.0,1439,4.78,4.83,2.95 +6452,1.01,Good,F,SI2,65.7,58.0,4049,6.12,6.2,4.05 +37253,0.32,Ideal,D,VS1,61.2,55.0,977,4.41,4.45,2.71 +34555,0.52,Premium,F,I1,63.0,56.0,870,5.18,5.11,3.24 +12553,1.01,Premium,G,SI1,62.9,61.0,5273,6.35,6.33,3.99 +42007,0.59,Ideal,F,SI2,61.8,55.0,1265,5.41,5.44,3.35 +4720,0.24,Ideal,F,VS1,61.8,54.0,572,3.99,4.03,2.48 +8527,1.0,Ideal,D,SI2,62.3,56.0,4427,6.39,6.33,3.96 +47739,0.7,Premium,I,SI2,62.4,58.0,1890,5.68,5.64,3.53 +41553,0.53,Ideal,H,SI1,62.5,56.0,1236,5.15,5.19,3.23 +45205,0.51,Very Good,G,VS1,62.7,56.0,1656,5.08,5.13,3.2 +8687,1.01,Ideal,F,SI2,62.1,55.0,4458,6.42,6.47,4.0 +14783,1.21,Premium,H,SI1,62.5,58.0,5948,6.75,6.72,4.21 +43556,0.52,Ideal,D,SI1,62.2,54.0,1429,5.14,5.18,3.21 +25125,2.0,Ideal,G,SI1,61.7,55.0,13675,8.11,8.07,4.99 +8651,1.06,Ideal,H,SI2,59.4,57.0,4452,6.67,6.63,3.95 +29693,0.31,Ideal,G,VVS2,60.8,56.0,707,4.38,4.4,2.67 +37787,0.38,Ideal,E,VS1,61.9,56.0,1000,4.63,4.67,2.88 +26124,2.25,Premium,I,SI1,61.3,58.0,15397,8.52,8.42,0.0 +53582,0.75,Premium,E,SI1,62.8,56.0,2698,5.78,5.75,3.62 +39134,0.41,Premium,G,VS2,61.8,59.0,1061,4.76,4.72,2.93 +36958,0.27,Ideal,H,VS1,61.6,56.0,480,4.18,4.2,2.58 +14135,1.01,Very Good,D,SI1,62.6,56.0,5731,6.36,6.39,3.99 +33412,0.32,Ideal,G,VS1,60.8,57.0,828,4.42,4.39,2.68 +8388,0.35,Premium,F,SI1,62.3,58.0,583,4.49,4.53,2.81 +20470,1.03,Ideal,E,VVS2,61.9,57.0,8811,6.46,6.5,4.01 +11117,1.13,Premium,E,SI2,61.4,59.0,4936,6.78,6.7,4.14 +12635,1.0,Premium,F,SI1,60.7,60.0,5292,6.4,6.36,3.87 +52628,0.35,Very Good,H,SI2,63.2,61.0,551,4.49,4.47,2.83 +1086,0.71,Ideal,H,VS1,61.9,56.0,2909,5.7,5.74,3.54 +27655,2.01,Ideal,G,VS2,61.4,54.0,18607,8.16,8.09,4.99 +23958,2.02,Very Good,G,SI2,63.1,57.0,12094,8.01,7.97,5.04 +39732,0.5,Premium,H,SI1,58.7,59.0,1091,5.15,5.11,3.01 +49158,0.5,Premium,G,VVS1,61.0,60.0,2070,5.12,5.08,3.11 +19247,1.5,Good,D,SI1,56.6,64.0,7980,7.51,7.43,4.23 +17528,1.02,Ideal,G,VS1,61.4,57.0,7055,6.45,6.49,3.98 +7906,1.06,Ideal,I,SI1,62.2,56.0,4313,6.49,6.53,4.05 +11581,1.2,Good,I,SI1,65.0,59.0,5040,6.51,6.57,4.25 +31173,0.41,Good,I,VS1,63.7,57.0,755,4.67,4.72,2.99 +9571,1.01,Very Good,I,VS2,61.9,61.0,4626,6.36,6.41,3.95 +25147,2.2,Premium,I,SI2,61.8,54.0,13719,8.45,8.4,5.2 +52691,0.74,Premium,G,SI1,61.0,60.0,2553,5.85,5.76,3.54 +45962,0.24,Ideal,E,VVS2,61.7,58.0,526,3.96,4.01,2.46 +38214,0.43,Premium,F,SI1,62.4,57.0,1016,4.82,4.79,3.0 +52569,0.9,Fair,J,SI2,66.6,54.0,2536,6.05,5.99,4.01 +47086,0.56,Ideal,G,VS1,60.3,57.0,1824,5.37,5.41,3.25 +46082,0.56,Fair,E,VS2,64.7,60.0,1737,5.13,5.14,3.32 +26030,0.32,Ideal,F,VS2,62.6,55.0,645,4.38,4.41,2.75 +2055,0.32,Very Good,E,SI1,62.8,57.0,561,4.34,4.39,2.74 +40896,0.44,Ideal,H,IF,61.9,54.0,1177,4.9,4.95,3.05 +51457,0.73,Ideal,G,SI2,61.1,57.0,2376,5.8,5.82,3.55 +30375,0.3,Fair,F,VS2,56.3,64.0,729,4.44,4.39,2.5 +10289,1.03,Ideal,E,SI2,62.3,56.0,4758,6.44,6.52,4.04 +35339,0.32,Ideal,G,IF,61.8,55.0,898,4.38,4.42,2.72 +887,0.78,Premium,F,VS2,62.6,58.0,2874,5.91,5.82,3.67 +7892,1.0,Very Good,E,SI2,60.6,61.0,4312,6.39,6.44,3.89 +38958,0.31,Premium,I,VS1,59.2,60.0,489,4.4,4.45,2.62 +32721,0.31,Ideal,F,VS2,62.3,57.0,802,4.34,4.3,2.69 +17380,0.34,Premium,E,SI2,59.9,59.0,612,4.57,4.55,2.73 +9954,1.0,Very Good,D,SI1,60.1,60.0,4697,6.47,6.55,3.91 +49975,0.29,Very Good,G,VVS2,60.9,57.0,541,4.28,4.32,2.61 +29244,0.34,Very Good,E,VS2,62.7,56.0,696,4.48,4.51,2.82 +39360,0.52,Premium,F,SI2,62.7,57.0,1073,5.11,5.07,3.19 +20608,1.7,Ideal,D,SI2,60.7,56.0,8911,7.78,7.71,4.7 +35407,0.32,Ideal,E,VS2,61.3,57.0,900,4.45,4.42,2.72 +8079,1.01,Good,D,SI2,57.6,62.0,4338,6.66,6.56,3.81 +25179,2.0,Fair,I,SI1,65.9,60.0,13764,7.8,7.73,5.12 +25384,2.05,Very Good,I,SI2,62.8,56.0,14071,8.1,8.12,5.09 +21375,0.34,Very Good,D,SI1,59.8,61.0,626,4.5,4.53,2.7 +46413,0.54,Good,D,SI1,57.9,60.0,1767,5.36,5.39,3.11 +1731,0.32,Premium,H,VS1,61.7,58.0,561,4.38,4.44,2.72 +18423,1.52,Ideal,H,SI1,62.0,56.0,7491,7.38,7.32,4.56 +39730,0.35,Ideal,E,VS1,61.9,56.0,1091,4.55,4.53,2.81 +4029,0.75,Ideal,G,VVS2,61.3,55.0,3525,5.85,5.89,3.59 +46760,0.65,Very Good,I,VVS1,61.8,56.0,1801,5.53,5.57,3.43 +50651,0.31,Good,E,SI1,63.5,55.0,544,4.31,4.35,2.75 +27017,2.71,Premium,E,SI2,60.4,59.0,17146,9.13,9.03,5.48 +1501,0.87,Very Good,H,SI2,61.0,56.0,2993,6.15,6.19,3.77 +53316,0.72,Ideal,F,SI2,61.9,54.1,2651,5.73,5.83,3.57 +34223,0.38,Premium,G,SI1,60.0,60.0,855,4.72,4.65,2.81 +5297,1.01,Premium,E,SI2,59.5,60.0,3801,6.59,6.53,3.9 +33628,0.33,Premium,E,SI2,59.7,58.0,463,4.48,4.53,2.69 +53502,0.72,Premium,G,VS1,61.7,59.0,2685,5.71,5.66,3.51 +35044,0.4,Good,F,VS1,63.0,62.0,883,4.65,4.68,2.94 +39941,0.23,Very Good,D,VVS1,61.3,61.0,492,3.94,3.99,2.43 +45261,0.54,Very Good,D,SI1,62.1,56.0,1662,5.22,5.25,3.25 +12443,0.9,Ideal,G,VVS2,61.9,56.0,5242,6.22,6.15,3.83 +34840,0.3,Premium,G,VVS2,61.2,58.0,878,4.34,4.32,2.65 +14111,1.36,Very Good,J,SI1,62.0,59.0,5723,7.01,7.06,4.36 +43680,0.5,Good,F,VS2,63.3,57.0,1436,5.01,5.07,3.19 +50741,0.64,Very Good,D,VS2,62.2,58.0,2297,5.49,5.54,3.43 +24263,2.02,Ideal,H,SI2,62.1,56.0,12485,8.13,8.09,5.04 +34524,0.33,Very Good,G,VVS1,61.2,60.0,868,4.42,4.44,2.71 +13343,1.26,Premium,I,SI1,60.9,58.0,5504,6.99,6.94,4.24 +3605,1.04,Good,J,SI2,64.2,59.0,3425,6.47,6.38,4.13 +42002,0.51,Very Good,F,SI1,62.0,54.0,1265,5.15,5.18,3.2 +38915,0.33,Ideal,G,IF,61.6,53.0,1052,4.47,4.43,2.74 +8097,0.95,Premium,D,SI2,60.1,61.0,4341,6.37,6.35,3.82 +38429,0.35,Ideal,D,VS1,61.4,56.0,1026,4.55,4.58,2.8 +49900,0.66,Ideal,H,VS2,61.4,56.0,2178,5.62,5.65,3.46 +7114,1.0,Premium,G,SI2,62.7,59.0,4170,6.36,6.3,3.97 +24110,1.13,Ideal,D,VVS2,60.1,57.0,12261,6.83,6.78,4.09 +50823,0.72,Ideal,E,SI2,61.8,55.0,2308,5.77,5.75,3.56 +2750,0.76,Ideal,H,VVS2,61.0,56.0,3249,5.85,5.91,3.59 +43357,0.58,Premium,E,SI1,58.5,55.0,1407,5.52,5.39,3.19 +12523,1.11,Ideal,E,SI2,61.2,55.0,5262,6.68,6.72,4.1 +53473,0.76,Ideal,E,SI2,61.6,55.0,2680,5.87,5.92,3.63 +25370,0.28,Ideal,F,VVS2,61.1,57.0,642,4.22,4.26,2.59 +33425,0.32,Ideal,H,VVS2,62.0,55.0,828,4.42,4.39,2.73 +28386,0.33,Premium,I,VS1,61.6,60.0,668,4.45,4.42,2.73 +21016,1.6,Premium,F,SI2,61.1,58.0,9229,7.57,7.53,4.61 +40995,0.5,Premium,E,SI2,59.4,60.0,1181,5.21,5.16,3.08 +40977,0.41,Premium,D,VVS2,61.9,59.0,1181,4.78,4.75,2.95 +38656,0.42,Ideal,D,SI1,62.0,55.0,1040,4.84,4.83,3.0 +50670,0.31,Very Good,I,VVS2,61.6,59.0,544,4.31,4.33,2.66 +36503,0.41,Ideal,H,VVS1,61.5,55.0,945,4.79,4.81,2.95 +30156,0.5,Very Good,E,I1,63.1,61.0,720,5.04,4.97,3.16 +46492,0.52,Ideal,F,VS1,61.2,57.0,1778,5.16,5.2,3.17 +14697,1.0,Very Good,F,VS2,58.7,62.0,5929,6.51,6.6,3.85 +18495,1.0,Very Good,E,VS1,63.2,55.0,7532,6.34,6.29,3.99 +42932,0.32,Ideal,H,VS2,61.5,56.0,505,4.38,4.4,2.7 +12653,1.0,Ideal,E,SI1,62.3,55.0,5299,6.34,6.41,3.97 +28580,0.3,Ideal,H,VS1,62.9,56.0,675,4.27,4.22,2.67 +37545,0.51,Ideal,J,VS1,61.6,54.0,988,5.14,5.18,3.18 +35748,0.3,Premium,D,VS2,62.8,59.0,911,4.28,4.26,2.68 +13175,1.31,Good,I,SI2,63.6,55.1,5446,6.92,6.98,4.42 +3622,0.8,Ideal,F,VS2,62.7,54.0,3429,5.91,5.95,3.72 +53306,0.3,Ideal,I,VVS1,62.3,55.0,552,4.28,4.29,2.67 +34976,0.23,Good,F,VVS1,60.3,66.0,472,3.93,3.96,2.38 +44484,0.6,Very Good,H,VS2,64.2,57.0,1597,5.27,5.32,3.4 +32988,0.38,Premium,D,SI2,61.1,58.0,812,4.68,4.62,2.84 +19673,1.25,Premium,G,VVS1,58.2,61.0,8281,7.1,7.05,4.12 +13771,1.06,Ideal,F,SI1,62.2,57.0,5613,6.52,6.5,4.05 +35320,0.33,Very Good,F,IF,58.7,55.0,897,4.56,4.6,2.69 +15338,1.01,Very Good,F,VS2,62.7,56.0,6159,6.37,6.43,4.01 +44813,0.5,Ideal,E,VS2,62.2,55.0,1624,5.07,5.09,3.16 +44960,0.58,Ideal,G,VS2,61.9,56.0,1636,5.34,5.38,3.32 +17467,2.23,Very Good,G,I1,63.5,57.0,7006,8.24,8.2,5.22 +2644,0.75,Good,E,VS1,63.1,55.0,3231,5.8,5.83,3.67 +7780,1.02,Premium,I,SI1,58.0,58.0,4284,6.84,6.6,3.9 +12247,2.06,Premium,J,I1,61.2,58.0,5203,8.1,8.07,4.95 +35857,0.4,Ideal,D,VS2,60.8,59.0,917,4.71,4.76,2.88 +37244,0.43,Very Good,G,VVS2,61.7,56.0,976,4.84,4.88,2.99 +17105,1.3,Very Good,I,VS1,62.6,57.0,6819,6.92,6.95,4.34 +43738,0.51,Very Good,E,SI1,61.3,54.0,1438,5.13,5.18,3.16 +11648,1.11,Good,I,VS2,63.6,58.0,5054,6.57,6.52,4.16 +40311,0.4,Premium,E,VS1,62.5,58.0,1125,4.72,4.69,2.94 +29494,0.32,Ideal,E,VS2,61.6,55.0,702,4.41,4.42,2.72 +5300,1.01,Fair,E,SI2,60.0,60.0,3801,6.48,6.38,3.86 +50965,0.7,Very Good,F,VS2,62.2,56.0,2325,5.67,5.75,3.55 +42817,0.5,Very Good,E,SI1,60.7,61.0,1354,5.09,5.13,3.1 +9270,1.22,Premium,I,VS2,61.6,59.0,4562,6.86,6.81,4.21 +44508,0.52,Ideal,D,SI1,62.7,56.0,1600,5.14,5.17,3.23 +52609,0.7,Very Good,G,SI1,62.5,59.0,2545,5.69,5.73,3.57 +4215,0.91,Very Good,H,VS2,63.1,56.0,3567,6.2,6.13,3.89 +32618,0.3,Ideal,H,VS2,62.1,55.0,457,4.3,4.33,2.68 +27228,2.53,Premium,H,SI2,59.6,59.0,17591,8.9,8.82,5.29 +27970,0.3,Premium,E,VS2,59.2,59.0,658,4.37,4.41,2.6 +15975,1.35,Ideal,J,SI1,62.3,57.0,6396,7.08,7.02,4.39 +8452,1.07,Premium,H,SI2,61.2,60.0,4413,6.53,6.57,4.01 +40482,0.33,Ideal,F,VVS1,61.8,55.0,1141,4.44,4.46,2.75 +27319,2.09,Premium,F,SI2,61.7,59.0,17840,8.21,8.23,5.07 +44119,0.5,Very Good,E,VS2,62.9,55.0,1559,5.07,5.11,3.2 +405,0.33,Ideal,H,SI2,61.4,56.0,554,4.85,4.79,2.95 +6316,1.0,Good,E,SI2,64.0,54.0,4026,6.31,6.26,4.01 +49675,0.6,Ideal,F,VS1,62.9,57.0,2142,5.35,5.31,3.35 +1332,0.64,Ideal,G,IF,61.7,58.0,2960,5.52,5.56,3.42 +44889,0.5,Premium,E,VS2,61.8,59.0,1629,5.12,5.08,3.15 +38920,0.33,Premium,G,IF,60.8,58.0,1052,4.46,4.42,2.7 +4657,0.91,Ideal,I,VS1,62.5,55.0,3669,6.25,6.2,3.89 +27011,2.14,Premium,D,SI2,59.8,59.0,17127,8.4,8.36,5.01 +43150,0.56,Fair,E,SI2,64.5,61.0,1389,5.18,5.14,3.33 +8152,1.02,Good,F,SI2,59.2,58.0,4356,6.51,6.56,3.87 +4761,0.9,Good,D,SI1,63.6,63.0,3689,6.07,6.03,3.85 +36392,0.31,Premium,D,VVS1,62.1,59.0,942,4.38,4.32,2.7 +28048,0.32,Very Good,G,VS1,61.9,56.0,660,4.41,4.45,2.74 +26044,2.5,Ideal,J,SI2,63.8,53.0,15246,8.56,8.5,5.45 +50181,0.74,Very Good,H,SI2,62.1,58.0,2222,5.82,5.78,3.6 +31928,0.3,Premium,G,VS1,62.9,60.0,776,4.22,4.18,2.64 +48062,0.55,Ideal,D,VS2,62.3,55.0,1928,5.24,5.29,3.28 +42151,0.5,Ideal,F,SI1,59.9,56.0,1282,5.09,5.36,3.13 +44240,0.48,Ideal,G,VVS2,62.0,57.0,1574,5.01,5.04,3.11 +7256,1.01,Good,F,SI2,64.3,59.0,4197,6.33,6.26,4.05 +31482,0.34,Premium,G,VS2,60.2,58.0,765,4.55,4.52,2.73 +12481,0.91,Ideal,E,SI1,61.4,54.0,5252,6.26,6.24,3.84 +18663,1.5,Ideal,H,SI1,61.6,57.0,7627,7.34,7.24,4.49 +9345,1.03,Good,J,VS1,60.1,62.4,4582,6.43,6.49,3.88 +15369,0.3,Very Good,G,VS1,62.1,60.0,605,4.24,4.3,2.65 +25784,1.5,Ideal,F,VS2,62.6,57.0,14759,7.27,7.34,4.57 +40538,0.34,Ideal,F,IF,60.7,57.0,1148,4.53,4.5,2.74 +26834,2.01,Ideal,H,SI1,65.1,56.0,16733,7.91,7.84,5.12 +52223,0.7,Very Good,I,VVS1,59.5,58.0,2484,5.78,5.81,3.45 +48305,0.27,Ideal,I,VS2,62.1,56.0,534,4.14,4.18,2.58 +31775,0.32,Ideal,F,VS2,63.0,57.0,773,4.37,4.33,2.74 +12003,1.01,Premium,D,SI1,59.8,54.0,5147,6.6,6.5,3.93 +46820,0.72,Premium,E,SI2,59.3,60.0,1808,5.88,5.85,3.48 +15661,1.0,Good,E,VS2,60.7,62.0,6279,6.33,6.46,3.88 +24846,2.17,Premium,H,SI1,62.3,58.0,13248,8.29,8.25,5.15 +23491,1.58,Premium,H,VS1,61.7,59.0,11491,7.48,7.42,4.6 +12018,1.0,Premium,F,SI1,59.8,59.0,5151,6.55,6.49,3.9 +24152,1.57,Ideal,F,SI1,61.1,55.0,12320,7.53,7.55,4.61 +23726,0.25,Very Good,E,VVS1,62.3,55.0,633,4.04,4.06,2.52 +46409,0.52,Ideal,H,VVS1,62.1,53.8,1767,5.17,5.19,3.21 +19659,1.4,Very Good,D,SI2,61.8,54.0,8268,7.16,7.21,4.44 +39133,0.41,Ideal,G,VS2,62.7,56.0,1061,4.77,4.74,2.98 +19639,1.27,Ideal,D,SI1,62.1,55.0,8256,6.92,6.96,4.31 +29261,0.31,Premium,G,VS2,59.0,60.0,698,4.41,4.37,2.59 +3713,0.93,Very Good,H,SI2,61.9,57.0,3452,6.25,6.31,3.89 +31163,0.41,Very Good,F,SI1,62.8,57.0,755,4.69,4.73,2.96 +34133,0.32,Ideal,F,VVS1,60.4,57.0,854,4.41,4.43,2.67 +5171,0.91,Ideal,E,SI2,62.6,57.0,3772,6.13,6.18,3.85 +9078,0.83,Very Good,D,VS1,58.2,59.0,4521,6.19,6.24,3.62 +37338,0.43,Ideal,E,VS2,62.2,57.0,981,4.8,4.84,3.0 +50858,0.72,Ideal,I,VS2,61.6,55.0,2312,5.76,5.78,3.55 +35561,0.35,Premium,G,VS1,61.5,58.0,906,4.54,4.5,2.78 +35848,0.31,Ideal,F,VVS2,61.6,55.0,917,4.35,4.38,2.69 +40118,0.41,Premium,F,VVS2,61.0,59.0,1115,4.77,4.83,2.93 +27841,0.31,Good,E,VS2,59.1,56.0,651,4.41,4.46,2.62 +5636,0.91,Very Good,F,SI1,60.1,58.0,3879,6.3,6.35,3.8 +53216,0.58,Very Good,F,VVS1,59.7,57.0,2636,5.48,5.51,3.28 +24547,2.02,Premium,J,VS2,61.1,58.0,12832,8.04,8.1,4.93 +21589,1.23,Very Good,F,VS1,59.1,58.0,9694,7.06,7.09,4.18 +412,0.34,Ideal,I,VS1,62.0,56.0,555,4.5,4.53,2.8 +9853,1.07,Ideal,F,SI2,62.0,57.0,4678,6.49,6.6,4.06 +49025,0.57,Ideal,F,VS1,61.9,56.0,2052,5.39,5.3,3.31 +26227,1.52,Very Good,F,VS2,62.9,53.3,15649,7.31,7.36,4.61 +17066,0.32,Very Good,G,SI1,63.5,56.0,612,4.38,4.35,2.77 +48147,0.7,Premium,J,VS2,61.2,60.0,1940,5.73,5.7,3.5 +35223,0.33,Ideal,F,VVS1,61.9,55.0,893,4.43,4.46,2.75 +4396,0.31,Very Good,D,SI1,63.0,54.0,571,4.32,4.35,2.73 +15671,1.18,Very Good,G,SI1,60.8,58.0,6286,6.81,6.85,4.15 +34518,0.33,Ideal,G,VVS1,62.0,56.0,868,4.45,4.48,2.77 +39622,0.3,Very Good,G,VS2,62.6,62.0,491,4.21,4.25,2.65 +50636,0.23,Very Good,F,VS2,61.0,59.0,402,3.95,3.99,2.42 +23882,1.31,Ideal,G,VVS2,61.3,58.0,11975,7.03,7.07,4.32 +31706,0.36,Premium,F,SI1,62.3,59.0,770,4.56,4.5,2.82 +41605,0.32,Ideal,J,VS2,62.2,57.0,393,4.36,4.38,2.72 +1378,0.7,Very Good,E,VS1,61.5,56.0,2967,5.69,5.75,3.52 +23433,1.25,Ideal,E,VS2,60.7,56.0,11422,6.97,6.99,4.24 +40808,0.5,Very Good,G,SI1,62.8,55.0,1170,5.03,5.07,3.17 +49214,0.55,Ideal,F,VS1,61.2,56.0,2079,5.33,5.28,3.25 +11130,1.5,Fair,H,I1,66.6,54.0,4939,7.05,7.01,4.68 +49874,0.59,Ideal,D,VS1,60.9,56.0,2175,5.39,5.44,3.3 +8846,1.0,Ideal,E,SI1,62.6,56.0,4480,6.37,6.29,3.96 +41753,0.52,Premium,F,SI1,59.5,59.0,1244,5.24,5.31,3.14 +36971,0.39,Very Good,E,VVS2,62.2,55.0,962,4.66,4.7,2.91 +2906,0.8,Good,F,VS2,60.5,62.3,3283,5.97,6.01,3.62 +27552,2.49,Premium,I,SI2,61.2,56.0,18325,8.76,8.7,5.34 +17536,1.05,Premium,E,VS2,62.1,58.0,7056,6.54,6.5,4.05 +13861,1.0,Very Good,D,SI1,63.1,56.0,5645,6.34,6.3,3.99 +11830,1.14,Ideal,I,SI1,60.8,58.0,5096,6.71,6.74,4.09 +45285,0.52,Ideal,G,VS1,61.2,56.0,1662,5.19,5.22,3.18 +27524,2.51,Premium,I,SI2,62.3,57.0,18255,8.76,8.69,5.44 +40957,0.42,Ideal,G,VVS1,60.0,57.0,1179,4.84,4.86,2.91 +35104,0.3,Ideal,F,IF,61.8,55.0,886,4.32,4.35,2.68 +24898,1.71,Premium,D,SI2,60.6,60.0,13325,7.76,7.69,4.68 +32141,0.32,Ideal,F,VVS2,61.2,57.0,786,4.4,4.43,2.7 +28799,0.3,Very Good,F,VVS1,62.5,56.0,682,4.27,4.31,2.68 +50027,0.73,Premium,F,SI2,61.4,58.0,2197,5.83,5.8,3.57 +34493,0.32,Ideal,D,VVS2,61.3,55.0,867,4.4,4.44,2.71 +19308,1.21,Ideal,G,VS1,62.5,55.0,8020,6.79,6.8,4.25 +41982,0.51,Ideal,D,SI2,62.5,55.0,1264,5.12,5.15,3.21 +45757,0.59,Ideal,G,VS2,62.0,57.0,1705,5.31,5.4,3.32 +22350,2.01,Premium,J,VS2,58.6,61.0,10401,8.18,8.14,4.78 +45427,0.55,Very Good,E,VS2,62.3,61.0,1669,5.16,5.21,3.23 +47301,0.3,Very Good,J,VS1,61.2,61.0,394,4.3,4.33,2.64 +18225,1.19,Premium,G,VS2,58.9,61.0,7397,6.88,6.81,4.03 +22910,1.51,Premium,H,VS2,60.2,60.0,10951,7.5,7.38,4.48 +11265,1.16,Premium,G,SI2,62.5,58.0,4969,6.72,6.68,4.19 +2851,0.67,Ideal,G,IF,61.6,55.0,3271,5.61,5.65,3.47 +1025,0.72,Premium,D,SI1,61.4,59.0,2903,5.79,5.71,3.53 +28567,0.3,Very Good,H,VS1,63.4,53.0,675,4.3,4.25,2.71 +27064,2.01,Premium,E,SI2,62.0,61.0,17179,8.1,8.04,5.0 +150,0.7,Ideal,E,SI1,60.9,57.0,2768,5.73,5.76,3.5 +34794,0.4,Ideal,H,VVS2,62.2,56.0,877,4.7,4.75,2.94 +16666,1.03,Good,F,VS2,63.9,59.0,6662,6.38,6.35,4.07 +17399,0.32,Ideal,G,SI1,61.4,57.0,612,4.41,4.38,2.7 +21711,0.27,Ideal,G,IF,62.0,56.0,627,4.14,4.17,2.58 +14080,1.2,Premium,F,SI2,62.9,57.0,5712,6.8,6.72,4.25 +49280,0.54,Good,F,VS1,63.7,55.0,2090,5.16,5.11,3.27 +27630,2.22,Ideal,I,VS2,61.3,56.0,18531,8.45,8.36,5.15 +13556,0.9,Fair,E,VVS2,58.1,59.0,5551,6.21,6.26,3.62 +25038,0.38,Premium,I,SI2,62.7,58.0,641,4.61,4.57,2.88 +17034,1.0,Ideal,F,VS2,62.6,57.0,6804,6.4,6.35,3.99 +10127,1.0,Very Good,E,SI1,61.0,61.0,4719,6.4,6.45,3.92 +31077,0.33,Very Good,G,VVS2,61.9,58.0,752,4.39,4.43,2.73 +34830,0.3,Premium,H,VVS1,62.2,58.0,878,4.29,4.26,2.66 +30078,0.4,Good,H,SI2,63.7,59.0,720,4.69,4.64,2.97 +40120,0.41,Ideal,F,VVS2,62.6,55.0,1115,4.73,4.76,2.97 +33818,0.4,Good,I,VVS1,63.9,56.0,842,4.64,4.68,2.98 +11961,1.04,Very Good,F,SI1,63.4,59.0,5137,6.44,6.4,4.07 +10268,1.01,Premium,D,SI1,62.8,58.0,4751,6.37,6.3,3.98 +17272,1.04,Very Good,D,VS1,60.8,58.0,6915,6.5,6.53,3.96 +44586,0.53,Good,E,VS2,64.0,55.0,1607,5.11,5.14,3.28 +42844,0.41,Ideal,F,VVS1,61.9,56.0,1356,4.79,4.77,2.96 +46945,0.52,Ideal,E,VS2,61.2,56.0,1815,5.23,5.16,3.18 +14836,1.25,Ideal,J,VVS2,61.1,57.0,5975,6.91,6.94,4.23 +5169,0.91,Very Good,E,SI2,63.0,56.0,3772,6.12,6.16,3.87 +21740,1.07,Very Good,F,VVS1,60.2,58.0,9808,6.57,6.65,3.98 +28072,0.43,Good,G,SI2,58.8,61.0,661,4.92,4.94,2.9 +10736,0.33,Premium,I,VS2,62.6,58.0,594,4.42,4.34,2.74 +31958,0.31,Ideal,I,VS2,62.0,54.0,452,4.37,4.4,2.72 +51443,0.7,Premium,H,VS1,61.8,62.0,2375,5.69,5.63,3.5 +50122,0.54,Ideal,H,IF,60.3,55.0,2210,5.29,5.33,3.2 +48817,0.51,Ideal,G,VVS1,61.4,55.0,2027,5.15,5.18,3.17 +8698,1.58,Premium,I,I1,60.2,61.0,4459,7.55,7.51,4.53 +44278,0.51,Very Good,H,VVS2,62.2,61.0,1577,5.06,5.1,3.16 +5233,0.77,Very Good,D,VS2,59.6,57.0,3787,6.01,6.03,3.59 +4116,0.81,Ideal,E,VS2,62.0,55.0,3538,5.99,5.97,3.71 +37385,0.4,Ideal,D,VS2,60.4,56.0,982,4.73,4.77,2.87 +33112,0.4,Premium,G,SI1,58.3,62.0,816,4.86,4.81,2.82 +6005,1.01,Good,D,SI2,63.6,61.0,3959,6.35,6.33,4.03 +19907,1.09,Premium,G,VVS2,59.5,61.0,8454,6.74,6.7,4.0 +37867,0.46,Fair,F,SI1,64.9,58.0,1003,4.81,4.77,3.11 +45411,0.51,Ideal,H,VS1,61.6,55.0,1668,5.17,5.19,3.19 +46412,0.63,Good,H,VS1,62.9,54.0,1767,5.47,5.56,3.47 +38322,0.5,Very Good,F,SI2,62.9,57.0,1020,5.02,5.06,3.17 +53491,0.71,Premium,D,VS2,62.7,58.0,2683,5.67,5.53,3.54 +750,0.33,Premium,I,SI1,60.4,59.0,557,4.54,4.5,2.73 +52620,0.73,Very Good,D,SI1,63.6,57.0,2548,5.68,5.71,3.62 +38001,0.43,Premium,G,VS1,60.9,57.0,1008,4.91,4.88,2.98 +41214,0.52,Ideal,H,SI1,61.5,56.0,1206,5.16,5.21,3.19 +49107,0.52,Ideal,F,VVS2,62.5,57.0,2064,5.15,5.19,3.23 +16578,1.14,Premium,G,VS2,61.2,58.0,6619,6.75,6.71,4.12 +13004,1.07,Ideal,F,SI2,61.6,57.0,5405,6.56,6.53,4.03 +40689,0.5,Premium,H,SI1,59.0,59.0,1156,5.22,5.18,3.07 +38405,0.35,Ideal,H,VVS1,61.7,56.0,1024,4.55,4.53,2.8 +44446,0.61,Ideal,H,VS2,62.5,54.0,1591,5.43,5.45,3.4 +42340,0.73,Very Good,G,I1,62.5,58.0,1298,5.74,5.82,3.61 +40635,0.41,Ideal,E,VS1,62.3,57.0,1153,4.77,4.74,2.96 +9373,0.32,Premium,D,SI1,60.8,58.0,589,4.41,4.44,2.69 +51759,0.65,Good,F,VS1,61.7,60.3,2406,5.53,5.57,3.42 +49056,0.59,Ideal,G,VS2,61.9,56.0,2057,5.38,5.42,3.34 +2965,0.8,Premium,E,SI1,61.5,58.0,3297,5.97,5.93,3.66 +28818,0.31,Ideal,D,VS1,62.0,54.0,683,4.35,4.36,2.7 +23763,1.6,Premium,G,SI1,62.2,58.0,11818,7.44,7.5,4.65 +3534,0.83,Premium,F,VS2,61.9,58.0,3408,6.05,6.01,3.73 +32831,0.33,Ideal,E,VS1,61.5,54.0,806,4.46,4.49,2.75 +23727,0.25,Very Good,F,IF,61.1,54.0,633,4.08,4.11,2.5 +48912,0.54,Ideal,G,VVS1,61.7,56.0,2041,5.24,5.26,3.24 +2591,0.71,Very Good,D,VS2,62.4,59.0,3217,5.68,5.73,3.56 +51798,0.7,Premium,D,VS2,61.3,58.0,2415,5.72,5.67,3.48 +53903,0.77,Very Good,E,SI2,59.9,61.0,2753,5.98,6.01,3.59 +13837,0.9,Very Good,G,VVS2,61.4,60.0,5640,6.18,6.23,3.81 +26015,0.35,Good,D,SI1,63.3,57.0,644,4.51,4.53,2.86 +22000,1.11,Very Good,F,VVS1,62.5,59.0,10069,6.59,6.63,4.13 +19765,1.0,Premium,D,VS1,62.2,55.0,8333,6.46,6.4,4.0 +31196,0.32,Ideal,I,VVS1,61.9,55.0,756,4.4,4.39,2.72 +26552,2.05,Premium,H,VS2,60.7,61.0,16235,8.25,8.13,4.97 +20117,1.29,Ideal,G,VS2,62.5,57.0,8582,6.89,6.92,4.35 +31686,0.26,Premium,E,VVS1,62.3,60.0,769,4.09,4.07,2.54 +5603,0.96,Ideal,G,SI2,62.1,57.0,3871,6.32,6.27,3.91 +51819,0.5,Ideal,F,IF,61.2,57.0,2419,5.11,5.15,3.14 +31896,0.3,Premium,G,VS1,61.8,60.0,776,4.32,4.29,2.66 +26858,1.75,Ideal,G,VS2,62.6,56.0,16783,7.72,7.65,4.81 +51354,0.72,Premium,F,SI1,62.0,60.0,2364,5.74,5.77,3.57 +6137,1.13,Very Good,I,SI2,59.1,63.0,3987,6.85,6.82,4.04 +51628,0.7,Premium,E,SI1,61.8,59.0,2396,5.63,5.57,3.46 +29490,0.4,Ideal,G,SI1,60.2,56.0,702,4.77,4.83,2.89 +15194,1.07,Very Good,G,VS2,61.9,60.0,6101,6.48,6.55,4.03 +27956,0.27,Ideal,I,VS1,61.9,54.0,432,4.15,4.18,2.58 +40055,0.38,Premium,E,VS2,61.8,58.0,1112,4.64,4.61,2.86 +38119,0.3,Ideal,G,VVS1,61.7,55.0,1013,4.34,4.32,2.67 +15281,1.16,Premium,G,SI1,62.5,58.0,6132,6.73,6.68,4.19 +10893,1.17,Ideal,J,SI1,62.3,55.0,4883,6.74,6.77,4.21 +23015,0.3,Very Good,H,VS1,63.2,58.0,630,4.26,4.22,2.68 +44486,0.51,Ideal,D,VS2,61.9,55.0,1597,5.15,5.19,3.2 +3462,0.72,Ideal,I,VS2,60.3,57.0,3391,5.82,5.86,3.52 +53583,0.6,Ideal,F,VVS2,60.9,57.0,2698,5.45,5.48,3.33 +10923,1.0,Fair,G,VS1,63.1,68.0,4892,6.32,6.17,3.94 +10868,1.23,Premium,F,SI2,61.7,58.0,4876,6.85,6.95,4.26 +25768,2.01,Ideal,H,SI1,62.1,56.0,14725,8.11,8.08,5.03 +2262,0.71,Ideal,D,VS2,62.0,57.0,3153,5.69,5.73,3.54 +37792,0.3,Ideal,D,VVS1,61.1,57.0,1000,4.34,4.36,2.66 +50836,0.7,Premium,E,SI1,62.4,60.0,2310,5.72,5.63,3.54 +22546,1.79,Premium,J,VS2,62.5,60.0,10581,7.76,7.69,4.83 +11028,1.02,Ideal,H,SI2,62.5,53.0,4918,6.43,6.47,4.03 +24302,1.13,Premium,F,IF,59.8,60.0,12549,6.82,6.76,4.06 +52766,0.7,Very Good,G,VS2,58.7,53.0,2563,5.83,5.86,3.43 +36912,0.34,Ideal,D,VS1,62.6,56.0,961,4.52,4.49,2.82 +31461,0.4,Good,I,SI1,63.9,57.0,765,4.7,4.66,2.99 +26211,1.78,Premium,H,VS1,60.2,59.0,15601,7.96,7.83,4.75 +25019,2.02,Very Good,G,SI2,63.3,59.0,13554,8.05,7.96,5.07 +15485,1.16,Premium,H,VS2,62.3,56.0,6202,6.77,6.68,4.19 +22852,2.01,Fair,G,SI2,65.9,57.0,10887,7.85,7.78,5.15 +15206,1.01,Ideal,G,VS2,62.4,56.0,6108,6.41,6.37,3.99 +12058,0.26,Very Good,F,VVS2,63.2,54.0,597,4.05,4.08,2.57 +23697,1.55,Very Good,E,SI1,60.1,58.0,11764,7.5,7.55,4.52 +25039,0.3,Premium,F,SI1,60.9,60.0,641,4.37,4.33,2.65 +44320,0.33,Very Good,H,VS2,62.0,59.0,521,4.4,4.44,2.74 +40097,0.33,Ideal,G,VVS1,62.0,56.0,1114,4.48,4.45,2.77 +35818,0.31,Ideal,F,IF,62.3,53.0,914,4.35,4.38,2.72 +17696,1.0,Good,G,VVS1,63.8,60.0,7134,6.35,6.31,4.04 +17173,1.11,Ideal,G,VS2,61.2,56.0,6857,6.65,6.68,4.08 +2592,1.0,Very Good,I,SI2,62.4,63.0,3217,6.35,6.44,3.99 +4628,1.01,Good,J,SI1,63.6,54.0,3665,6.44,6.36,4.07 +39355,0.44,Premium,E,VS2,60.4,59.0,1073,4.93,4.9,2.97 +8611,1.02,Good,E,SI1,63.1,57.0,4443,6.37,6.43,4.04 +40129,0.41,Ideal,F,VVS2,61.7,56.0,1115,4.78,4.81,2.96 +16364,0.33,Premium,D,SI1,60.3,58.0,608,4.47,4.49,2.7 +11606,1.0,Very Good,H,VS2,59.7,59.0,5046,6.52,6.57,3.91 +45741,0.55,Ideal,F,SI1,61.9,55.0,1700,5.25,5.29,3.26 +25373,0.28,Ideal,F,VVS2,61.8,56.0,642,4.21,4.24,2.61 +50103,0.71,Good,H,SI1,64.0,61.0,2207,5.61,5.54,3.57 +11640,1.0,Good,E,SI1,57.5,62.0,5051,6.5,6.58,3.76 +28701,0.3,Very Good,G,VVS1,61.9,55.0,680,4.31,4.32,2.67 +5822,1.02,Ideal,H,I1,62.1,56.0,3915,6.4,6.45,3.99 +47989,0.32,Very Good,F,SI1,62.3,55.0,533,4.39,4.44,2.75 +32263,0.36,Ideal,F,VS1,61.9,56.0,789,4.56,4.59,2.83 +44619,0.5,Ideal,H,VVS2,60.4,55.0,1608,5.16,5.2,3.13 +21379,0.34,Very Good,D,SI1,59.6,61.0,626,4.5,4.53,2.69 +29901,0.31,Very Good,F,VVS2,61.6,56.0,711,4.34,4.38,2.68 +23116,1.23,Ideal,F,VVS2,61.8,56.0,11141,6.89,6.84,4.24 +4865,0.78,Ideal,E,VS2,61.1,55.0,3713,5.99,5.96,3.65 +11299,1.14,Premium,H,SI1,59.2,58.0,4980,6.86,6.8,4.04 +9783,0.98,Ideal,G,SI1,62.3,56.0,4665,6.37,6.34,3.96 +30633,0.31,Ideal,D,VS2,62.7,55.0,734,4.31,4.34,2.71 +6199,1.01,Very Good,I,SI2,63.7,57.0,3998,6.32,6.36,4.04 +43282,0.3,Premium,G,SI2,58.1,61.0,506,4.47,4.41,2.58 +15439,1.05,Premium,G,VS2,61.8,58.0,6181,6.59,6.52,4.05 +23524,1.38,Ideal,G,VS1,62.2,54.0,11527,7.18,7.14,4.45 +49620,0.46,Good,D,IF,58.6,59.0,2139,5.06,5.11,2.98 +29975,0.32,Ideal,D,SI1,61.5,54.0,715,4.42,4.46,2.73 +26,0.23,Very Good,G,VVS2,60.4,58.0,354,3.97,4.01,2.41 +20693,1.23,Premium,G,VVS2,59.6,59.0,8971,6.98,6.95,4.15 +22282,1.7,Premium,H,VS2,60.6,58.0,10333,7.72,7.65,4.66 +11401,1.19,Ideal,I,SI1,62.3,57.0,4998,6.78,6.73,4.21 +53274,0.71,Very Good,G,VS2,62.1,58.0,2649,5.69,5.77,3.56 +13776,1.7,Fair,D,I1,64.7,56.0,5617,7.46,7.37,4.8 +4240,0.93,Very Good,J,VS2,62.8,56.0,3576,6.14,6.22,3.88 +39953,0.33,Ideal,D,SI2,62.4,56.0,492,4.41,4.44,2.76 +9225,1.1,Premium,H,SI2,62.6,57.0,4558,6.6,6.56,4.12 +31539,0.3,Ideal,E,VVS2,62.2,57.0,766,4.28,4.31,2.67 +43858,0.55,Ideal,F,SI1,60.2,56.0,1448,5.32,5.37,3.22 +46062,0.53,Premium,D,VS2,59.9,58.0,1734,5.26,5.29,3.16 +35472,0.33,Ideal,G,VVS2,62.6,53.0,901,4.45,4.43,2.78 +1396,0.24,Ideal,G,IF,60.8,58.0,559,4.01,4.05,2.44 +21506,1.03,Ideal,F,VVS1,62.6,57.0,9598,6.49,6.38,4.03 +34351,0.42,Premium,D,SI2,62.0,59.0,862,4.83,4.78,2.98 +5561,1.0,Premium,F,SI2,61.7,58.0,3858,6.36,6.32,3.91 +26106,1.02,Premium,D,IF,61.5,60.0,15370,6.52,6.45,3.99 +7252,1.01,Premium,F,SI2,62.7,56.0,4197,6.4,6.35,4.0 +17673,1.51,Very Good,J,SI1,60.6,57.0,7125,7.38,7.46,4.5 +36899,0.4,Ideal,E,VS1,62.1,55.0,960,4.79,4.75,2.96 +9882,0.9,Good,D,VS2,65.8,58.0,4682,5.99,6.01,3.95 +36628,0.24,Very Good,D,VVS2,61.5,58.0,478,3.96,3.98,2.44 +33795,0.32,Ideal,E,VVS2,62.3,56.0,842,4.37,4.4,2.73 +12095,1.09,Ideal,D,SI2,62.1,56.0,5164,6.56,6.59,4.08 +16538,1.21,Premium,H,VS1,61.9,60.0,6607,6.88,6.78,4.23 +41424,0.58,Ideal,J,SI1,62.1,55.0,1227,5.31,5.39,3.32 +27878,0.41,Ideal,E,SI2,61.5,58.0,654,4.79,4.83,2.96 +2690,0.74,Ideal,F,VS2,60.8,57.0,3246,5.85,5.87,3.56 +33143,0.31,Ideal,G,VVS1,60.6,57.0,816,4.38,4.4,2.66 +16349,1.08,Ideal,D,SI1,60.3,57.0,6539,6.68,6.71,4.04 +26531,2.07,Ideal,I,SI2,62.0,55.0,16189,8.12,8.22,5.07 +45504,0.54,Ideal,I,VVS1,62.7,57.0,1681,5.22,5.14,3.25 +48610,0.7,Fair,E,SI2,64.4,58.0,1998,5.58,5.51,3.57 +21602,1.5,Good,I,VS1,57.2,62.0,9702,7.64,7.61,4.36 +8011,1.15,Premium,E,SI2,62.5,58.0,4328,6.72,6.65,4.18 +28001,0.3,Very Good,E,VS2,62.3,57.0,658,4.27,4.3,2.67 +33309,0.41,Good,F,VS1,64.4,57.0,827,4.67,4.71,3.02 +33279,0.25,Good,D,VVS2,64.6,56.0,462,3.97,3.99,2.57 +29522,0.38,Ideal,I,VS1,61.5,55.1,703,4.66,4.7,2.88 +47573,0.51,Ideal,G,VVS2,62.6,57.0,1875,5.1,5.12,3.2 +36209,0.36,Ideal,H,VVS2,62.3,57.0,932,4.57,4.52,2.83 +9150,1.09,Premium,D,SI2,62.8,56.0,4538,6.49,6.45,4.06 +16428,1.07,Ideal,E,SI1,61.4,55.0,6561,6.57,6.62,4.05 +50703,0.53,Ideal,F,VVS2,61.3,55.0,2291,5.23,5.27,3.22 +15189,1.21,Premium,H,SI2,58.8,60.0,6098,6.99,6.95,4.1 +39783,0.33,Premium,G,IF,59.4,59.0,1094,4.54,4.49,2.68 +2281,0.78,Ideal,E,VS2,62.1,54.0,3159,5.92,5.94,3.68 +43847,0.5,Fair,F,VS1,56.4,62.0,1446,5.31,5.22,2.97 +45255,0.51,Ideal,D,VS2,61.9,54.0,1660,5.14,5.17,3.19 +38379,0.39,Ideal,F,VS1,62.3,57.0,1024,4.69,4.65,2.91 +3373,0.3,Ideal,H,SI1,62.0,58.0,407,4.25,4.33,2.66 +22824,1.52,Ideal,I,VS1,61.8,55.0,10851,7.38,7.41,4.57 +20783,1.6,Premium,H,SI1,62.1,60.0,9017,7.54,7.49,4.66 +21040,0.31,Very Good,H,VVS2,62.4,58.0,625,4.28,4.31,2.68 +20558,1.2,Very Good,F,VS2,63.5,57.0,8870,6.73,6.65,4.25 +37222,0.31,Ideal,F,VVS1,61.1,56.0,975,4.37,4.4,2.68 +8124,1.02,Ideal,H,SI2,61.9,56.0,4353,6.47,6.51,4.02 +35444,0.32,Ideal,E,VS2,62.0,57.0,900,4.41,4.37,2.72 +34175,0.33,Premium,G,VS1,62.4,59.0,854,4.47,4.41,2.77 +43284,0.3,Premium,F,SI2,61.7,62.0,506,4.27,4.25,2.63 +15279,1.0,Premium,H,VVS1,62.3,60.0,6132,6.36,6.28,3.94 +9576,1.0,Premium,D,SI2,61.6,58.0,4626,6.45,6.37,3.95 +32134,0.41,Ideal,I,VVS1,62.3,53.0,785,4.77,4.79,2.98 +25500,1.51,Premium,F,VS2,61.1,59.0,14294,7.37,7.32,4.49 +29880,0.3,Very Good,D,VS2,62.8,57.0,710,4.29,4.31,2.7 +29181,0.3,Ideal,F,VVS2,62.1,57.0,694,4.27,4.29,2.66 +46360,0.51,Good,E,VS1,57.9,63.0,1760,5.24,5.39,3.08 +38503,0.4,Ideal,H,SI1,62.2,55.0,1031,4.72,4.76,2.95 +17892,1.24,Ideal,H,VS1,62.6,54.0,7222,6.88,6.84,4.29 +9214,1.18,Fair,I,VS2,62.0,66.0,4553,6.75,6.63,4.16 +43222,0.4,Premium,G,IF,59.8,58.0,1397,4.85,4.79,2.88 +1693,0.7,Very Good,D,VS2,63.2,60.0,3033,5.61,5.56,3.53 +38096,0.36,Ideal,H,IF,61.9,57.0,1013,4.6,4.55,2.83 +49897,0.59,Premium,E,VS2,60.8,57.0,2177,5.42,5.37,3.28 +51494,0.71,Premium,F,SI1,61.6,57.0,2381,5.73,5.7,3.52 +32681,0.31,Premium,G,VS1,62.1,58.0,802,4.36,4.31,2.69 +34378,0.41,Ideal,F,VS2,61.4,55.0,863,4.78,4.83,2.95 +29441,0.34,Very Good,G,VS1,61.2,57.0,701,4.5,4.54,2.76 +38964,0.31,Very Good,G,SI1,61.8,55.0,490,4.35,4.38,2.69 +15979,1.7,Ideal,H,I1,61.3,55.0,6397,7.7,7.63,4.7 +1811,1.01,Fair,I,SI2,66.1,58.0,3054,6.21,6.04,4.05 +44623,0.57,Ideal,G,VS2,61.8,57.0,1608,5.3,5.32,3.28 +5006,0.9,Fair,E,SI1,64.9,56.0,3743,6.12,6.18,3.99 +9227,1.02,Ideal,H,SI1,61.8,57.0,4558,6.48,6.41,3.98 +38501,0.5,Very Good,H,SI1,61.9,63.0,1031,5.08,5.04,3.13 +30451,0.4,Ideal,F,SI2,61.0,56.0,731,4.76,4.81,2.92 +3928,0.74,Very Good,D,VS2,62.2,59.0,3498,5.8,5.84,3.62 +45272,0.54,Very Good,F,VS2,59.5,58.0,1662,5.29,5.36,3.17 +52236,0.57,Very Good,E,VVS2,60.0,61.0,2485,5.36,5.44,3.24 +11718,0.4,Good,I,SI1,63.2,55.0,596,4.68,4.72,2.97 +46440,0.54,Ideal,F,VS1,60.9,57.0,1772,5.21,5.26,3.19 +30997,0.41,Ideal,I,VS2,61.5,55.0,747,4.8,4.82,2.96 +40647,0.54,Ideal,F,SI2,61.1,56.0,1154,5.22,5.26,3.2 +24873,1.64,Ideal,F,SI1,61.8,55.0,13289,7.6,7.58,4.69 +35703,0.3,Ideal,D,VS2,62.4,56.0,911,4.32,4.27,2.68 +18929,1.06,Ideal,F,VS2,61.1,57.0,7776,6.6,6.57,4.03 +11737,1.54,Premium,H,I1,62.0,60.0,5071,7.4,7.32,4.56 +53429,0.7,Ideal,F,SI1,60.3,58.0,2671,5.76,5.81,3.49 +2434,0.85,Ideal,H,SI1,60.8,57.0,3183,6.13,6.18,3.74 +22433,1.71,Premium,H,VS1,62.1,59.0,10457,7.63,7.55,4.71 +48548,0.72,Very Good,J,SI1,63.0,58.0,1989,5.67,5.7,3.58 +2947,1.0,Premium,J,SI2,62.7,58.0,3293,6.32,6.28,3.95 +21889,1.52,Premium,D,SI2,59.1,58.0,9959,7.48,7.45,4.41 +19016,1.5,Fair,H,SI1,66.1,57.0,7832,7.06,6.98,4.64 +43353,0.5,Good,E,VS2,63.4,59.0,1407,5.03,5.06,3.2 +30544,0.31,Ideal,D,VS2,62.5,56.0,734,4.29,4.32,2.69 +11558,1.07,Premium,E,SI2,61.3,59.0,5033,6.64,6.58,4.05 +49715,0.56,Ideal,G,VVS2,62.6,53.0,2148,5.27,5.31,3.31 +37165,0.32,Ideal,D,VS2,61.9,55.0,972,4.43,4.39,2.73 +37240,0.4,Ideal,F,VS2,61.9,55.0,975,4.77,4.73,2.94 +5942,1.03,Premium,H,SI1,61.8,58.0,3945,6.47,6.41,3.98 +38403,0.35,Premium,H,VVS1,60.6,60.0,1024,4.57,4.51,2.75 +30139,0.32,Premium,G,VS2,62.6,59.0,720,4.36,4.33,2.72 +35158,0.33,Ideal,E,VVS2,61.8,56.0,891,4.44,4.46,2.75 +41299,0.51,Premium,I,VVS2,59.4,60.0,1211,5.26,5.21,3.11 +46878,0.53,Ideal,E,VS2,62.7,54.0,1813,5.18,5.15,3.24 +18782,1.04,Very Good,D,VS2,63.1,54.0,7679,6.44,6.53,4.09 +25322,1.67,Ideal,H,VS1,61.8,56.0,14014,7.6,7.57,4.69 +29183,0.3,Ideal,F,VVS2,61.8,57.0,694,4.28,4.33,2.66 +37321,0.35,Ideal,G,IF,61.2,57.0,979,4.54,4.57,2.79 +44108,0.51,Ideal,G,VS2,60.7,56.0,1557,5.18,5.23,3.16 +17543,1.32,Ideal,I,VS2,61.7,59.0,7059,7.03,7.06,4.35 +49579,0.58,Ideal,G,VVS2,61.8,56.0,2133,5.35,5.36,3.31 +43695,0.5,Very Good,F,VS2,63.0,58.0,1436,5.05,5.08,3.19 +35956,0.3,Ideal,F,SI1,62.5,57.0,475,4.3,4.31,2.69 +33968,0.32,Ideal,E,VS2,61.3,55.0,846,4.43,4.47,2.73 +25385,1.5,Premium,F,VS2,61.5,58.0,14071,7.34,7.36,4.52 +49959,0.3,Ideal,H,SI1,62.9,57.0,540,4.31,4.28,2.7 +9251,0.96,Very Good,F,SI1,60.6,62.0,4560,6.35,6.39,3.86 +38223,0.4,Very Good,E,VVS2,63.5,54.0,1017,4.69,4.73,2.99 +39708,0.39,Ideal,F,VVS1,60.9,55.0,1089,4.75,4.8,2.91 +15502,1.0,Premium,G,VS2,62.9,56.0,6209,6.42,6.34,4.01 +13573,1.24,Premium,I,SI1,60.4,58.0,5555,7.02,6.95,4.22 +53022,0.73,Premium,F,SI1,61.2,60.0,2599,5.78,5.73,3.52 +3897,0.9,Very Good,G,SI2,61.4,58.0,3489,6.16,6.21,3.8 +29217,0.38,Ideal,G,SI1,60.6,57.0,695,4.71,4.76,2.87 +14303,1.16,Ideal,D,SI2,62.1,54.0,5793,6.74,6.79,4.2 +4639,0.85,Very Good,D,SI1,60.3,57.0,3669,6.09,6.22,3.71 +13993,2.01,Fair,I,I1,55.9,64.0,5696,8.48,8.39,4.71 +46593,0.54,Premium,F,VS2,59.5,58.0,1786,5.36,5.29,3.17 +34177,0.33,Premium,G,VS1,62.3,58.0,854,4.45,4.41,2.76 +33364,0.41,Ideal,G,VS2,62.4,54.0,827,4.78,4.81,2.99 +34679,0.42,Premium,E,SI1,61.2,60.0,873,4.86,4.81,2.96 +1952,0.75,Ideal,E,VS1,61.8,55.0,3086,5.85,5.87,3.62 +32534,0.35,Premium,H,VVS1,62.1,58.0,798,4.46,4.52,2.79 +358,0.73,Premium,F,VS2,62.5,57.0,2805,5.75,5.7,3.58 +27559,2.07,Premium,I,VS2,61.2,58.0,18359,8.2,8.18,5.01 +29353,0.31,Ideal,G,VS2,61.7,57.0,698,4.36,4.33,2.68 +43306,0.6,Very Good,I,VS2,60.6,60.0,1402,5.46,5.49,3.32 +14908,1.0,Premium,G,VS1,60.9,60.0,6000,6.51,6.41,3.91 +50079,0.51,Ideal,F,VVS2,61.2,56.0,2203,5.19,5.17,3.17 +6747,0.33,Good,E,SI1,63.8,55.0,579,4.36,4.38,2.79 +47509,0.72,Ideal,G,SI2,61.8,57.0,1866,5.73,5.69,3.53 +42836,0.41,Premium,F,VVS1,58.9,58.0,1356,4.87,4.84,2.86 +38935,0.4,Very Good,E,VS1,62.6,56.0,1053,4.67,4.72,2.94 +19201,1.56,Premium,F,SI2,58.8,59.0,7950,7.76,7.61,4.52 +27954,0.27,Ideal,I,VS1,61.9,54.0,432,4.14,4.19,2.58 +31119,0.37,Ideal,I,IF,60.7,56.0,754,4.64,4.68,2.83 +43629,0.43,Very Good,E,VVS1,60.3,58.0,1433,4.86,4.93,2.95 +12207,1.11,Very Good,H,SI1,63.2,58.0,5192,6.53,6.61,4.15 +30738,0.43,Good,E,SI1,63.1,56.0,739,4.8,4.83,3.04 +19754,1.06,Premium,G,VVS1,61.1,58.0,8319,6.57,6.53,4.0 +15350,1.0,Good,E,VS2,57.4,58.0,6160,6.61,6.57,3.78 +41578,0.5,Premium,E,SI1,62.4,60.0,1238,4.98,4.96,3.1 +36230,0.38,Ideal,F,VS1,62.4,54.0,933,4.64,4.68,2.91 +14373,0.3,Ideal,F,VS2,62.7,57.0,605,4.27,4.31,2.69 +4306,0.9,Very Good,G,SI2,62.6,60.0,3593,6.1,6.16,3.84 +11968,1.33,Fair,F,SI2,64.5,58.0,5139,6.97,6.86,4.46 +38911,0.51,Very Good,I,SI1,63.1,56.0,1052,5.14,5.06,3.22 +1263,0.82,Good,H,VS2,62.4,54.0,2947,5.97,6.04,3.75 +17010,1.52,Premium,I,VS2,61.7,61.0,6793,7.35,7.3,4.52 +51517,0.7,Fair,G,VS1,65.6,60.0,2384,5.57,5.5,3.63 +11903,1.15,Premium,I,VS2,62.6,56.0,5120,6.74,6.67,4.2 +22184,1.52,Premium,G,SI1,62.3,58.0,10221,7.35,7.31,4.57 +53309,0.3,Premium,D,SI1,62.7,60.0,552,4.23,4.26,2.66 +9164,1.02,Ideal,F,SI2,60.7,56.0,4541,6.53,6.5,3.95 +19210,1.21,Ideal,H,VVS2,60.4,57.0,7954,6.9,6.93,4.18 +46186,0.59,Very Good,E,SI1,61.3,58.0,1748,5.41,5.45,3.33 +17489,1.28,Ideal,I,VS1,61.3,57.0,7025,7.02,6.98,4.29 +18441,1.55,Premium,J,SI1,62.5,58.0,7502,7.36,7.4,4.61 +44955,0.51,Ideal,E,VS1,62.7,56.0,1636,5.1,5.14,3.21 +20364,1.7,Ideal,J,SI1,60.9,57.0,8758,7.73,7.66,4.69 +14231,1.56,Ideal,J,SI2,62.1,55.0,5766,7.45,7.41,4.62 +40258,0.4,Ideal,H,VVS2,60.8,55.0,1125,4.82,4.79,2.92 +44857,0.5,Very Good,D,VS2,63.4,57.0,1627,5.05,5.08,3.21 +10485,1.01,Premium,F,SI2,62.2,57.0,4796,6.43,6.36,3.98 +20580,1.51,Ideal,J,SI1,62.6,54.0,8888,7.26,7.35,4.57 +41269,0.31,Ideal,I,VS1,61.3,54.0,502,4.39,4.46,2.7 +39629,0.35,Very Good,H,SI1,61.0,62.0,491,4.52,4.56,2.77 +3939,0.83,Ideal,F,SI1,61.7,57.0,3500,6.04,6.08,3.74 +52227,0.8,Good,G,SI2,63.7,58.0,2484,5.88,5.83,3.73 +3681,0.51,Ideal,D,IF,62.0,56.0,3446,5.14,5.18,3.2 +29995,0.43,Ideal,H,SI1,62.5,57.0,716,4.79,4.84,3.01 +9598,1.04,Ideal,F,SI2,61.8,56.0,4630,6.53,6.49,4.02 +24053,0.31,Ideal,I,IF,60.9,57.0,635,4.39,4.44,2.69 +44327,0.33,Very Good,H,VS2,62.8,59.0,521,4.38,4.44,2.77 +12047,0.34,Good,E,SI1,63.3,56.0,596,4.41,4.44,2.8 +31812,0.43,Ideal,D,SI1,62.5,55.0,774,4.8,4.83,3.01 +19164,1.2,Ideal,G,SI1,61.2,56.0,7920,6.87,6.88,4.21 +47760,0.53,Ideal,G,VVS2,62.1,54.0,1893,5.18,5.22,3.23 +19718,1.5,Very Good,E,SI2,62.2,58.0,8291,7.31,7.35,4.56 +9155,0.9,Very Good,G,VS1,62.7,60.0,4540,6.06,6.13,3.82 +19502,1.4,Premium,H,SI1,62.1,60.0,8133,7.21,7.12,4.45 +29184,0.3,Ideal,F,VVS2,62.5,56.0,694,4.28,4.33,2.69 +49018,0.5,Ideal,F,VVS2,61.6,56.0,2052,5.08,5.11,3.14 +2496,0.51,Ideal,E,VVS1,61.3,56.0,3197,5.13,5.21,3.17 +20314,1.32,Ideal,G,VS2,62.4,57.0,8728,7.05,6.98,4.38 +5669,1.13,Premium,D,SI2,58.3,60.0,3883,6.83,6.78,3.97 +25953,2.01,Very Good,I,SI1,60.3,59.0,15126,8.14,8.21,4.93 +5933,0.91,Premium,D,SI2,61.0,61.0,3943,6.24,6.16,3.78 +41351,0.57,Good,H,SI1,63.1,54.0,1218,5.28,5.3,3.34 +3868,0.71,Premium,D,VS1,61.6,58.0,3479,5.78,5.72,3.54 +21702,0.41,Very Good,J,VS2,61.6,57.0,627,4.79,4.82,2.96 +10504,1.02,Ideal,E,SI2,62.1,55.0,4798,6.51,6.4,4.01 +20745,1.05,Ideal,E,VVS2,62.4,56.0,8982,6.49,6.52,4.06 +9148,1.11,Premium,H,SI2,59.8,60.0,4538,6.75,6.66,4.01 +37451,0.32,Ideal,F,IF,61.1,55.0,984,4.47,4.44,2.72 +21299,1.01,Very Good,D,VVS2,63.6,59.0,9451,6.25,6.32,4.0 +19814,1.6,Very Good,F,SI2,60.5,60.0,8377,7.52,7.55,4.56 +51775,0.72,Ideal,H,SI2,61.3,55.0,2410,5.78,5.81,3.55 +19162,1.35,Premium,H,VS2,61.5,58.0,7918,7.09,7.15,4.38 +7813,1.13,Premium,H,SI2,62.3,59.0,4294,6.68,6.65,4.15 +16290,1.01,Ideal,G,VS2,61.5,57.0,6516,6.49,6.45,3.98 +16178,1.0,Very Good,F,VS1,62.9,56.0,6468,6.38,6.43,4.03 +40642,0.41,Ideal,E,VS1,62.7,55.0,1153,4.76,4.72,2.97 +46687,0.59,Ideal,E,SI1,61.1,56.0,1790,5.38,5.44,3.31 +34207,0.34,Premium,F,VS2,59.8,59.0,854,4.55,4.51,2.71 +45160,0.5,Premium,D,SI1,62.2,57.0,1654,5.11,5.08,3.17 +4980,1.01,Good,E,SI2,63.9,58.0,3737,6.37,6.31,4.05 +2534,0.9,Fair,D,SI2,65.9,59.0,3205,6.0,5.95,3.94 +13528,1.0,Premium,E,SI1,62.6,60.0,5544,6.35,6.3,3.97 +13137,1.06,Very Good,G,SI1,61.3,60.0,5435,6.53,6.55,4.01 +2449,0.75,Good,G,VVS1,58.4,56.0,3188,5.98,6.06,3.52 +1083,0.7,Premium,D,VS2,61.0,60.0,2909,5.75,5.7,3.49 +12444,0.9,Premium,E,VS1,60.1,56.0,5242,6.38,6.3,3.81 +47428,0.53,Very Good,E,VS1,58.5,61.0,1852,5.28,5.39,3.12 +34549,0.46,Ideal,E,SI2,61.3,56.0,870,4.96,5.02,3.06 +27612,2.21,Very Good,F,SI2,61.0,58.0,18483,8.36,8.43,5.12 +30082,0.32,Ideal,I,VVS2,62.6,54.0,720,4.41,4.37,2.75 +15159,0.99,Very Good,F,VS2,61.8,57.0,6094,6.37,6.39,3.94 +14685,1.14,Premium,F,SI1,61.1,59.0,5925,6.7,6.75,4.11 +21916,1.5,Very Good,H,SI1,61.0,55.0,9987,7.35,7.44,4.51 +48797,0.7,Premium,F,SI1,60.8,59.0,2023,5.73,5.71,3.48 +16372,0.33,Ideal,D,SI1,61.3,56.0,608,4.44,4.46,2.73 +47111,0.65,Premium,E,SI2,62.6,59.0,1827,5.54,5.49,3.45 +26116,2.0,Good,E,SI2,64.7,57.0,15393,7.75,7.86,5.05 +18328,1.51,Premium,J,VS2,63.0,57.0,7455,7.38,7.29,4.62 +38993,0.39,Very Good,E,VVS2,59.5,58.0,1054,4.74,4.77,2.83 +52449,0.59,Premium,D,VVS2,62.6,58.0,2515,5.34,5.4,3.36 +20183,1.52,Premium,D,SI2,62.8,58.0,8631,7.37,7.28,4.6 +16577,1.04,Ideal,H,VVS2,62.2,55.0,6619,6.48,6.52,4.04 +14297,1.3,Premium,F,SI2,61.6,58.0,5788,7.07,6.92,4.33 +19317,1.01,Ideal,G,VVS2,61.1,57.0,8029,6.49,6.54,3.98 +3297,0.71,Very Good,D,VS2,61.9,59.0,3366,5.68,5.72,3.53 +23497,1.24,Ideal,G,VVS1,62.1,56.0,11503,6.86,6.91,4.28 +53859,0.71,Very Good,D,SI1,63.1,56.0,2743,5.73,5.68,3.6 +39815,0.4,Ideal,G,VVS1,61.8,56.0,1097,4.72,4.75,2.92 +49666,0.6,Very Good,H,VVS1,61.5,56.0,2142,5.43,5.46,3.35 +27809,0.3,Ideal,H,VVS1,61.5,55.0,650,4.31,4.35,2.66 +41872,0.38,Premium,F,VVS1,59.2,58.0,1257,4.8,4.76,2.83 +33919,0.3,Premium,E,VS2,62.9,58.0,844,4.27,4.22,2.67 +48942,0.69,Premium,E,VS2,61.0,60.0,2045,5.68,5.63,3.45 +35645,0.31,Ideal,G,VVS2,61.4,56.0,907,4.38,4.35,2.68 +29288,0.31,Ideal,G,SI2,62.0,54.0,436,4.38,4.42,2.73 +42190,0.5,Premium,F,SI1,62.7,61.0,1286,5.07,5.01,3.16 +1398,0.24,Ideal,G,IF,61.6,57.0,559,3.99,4.02,2.46 +1125,0.83,Very Good,D,SI2,63.1,57.0,2918,5.95,5.9,3.74 +9330,0.9,Very Good,E,VS2,59.1,62.0,4580,6.24,6.28,3.7 +23448,1.2,Premium,E,VVS2,61.4,56.0,11435,6.94,6.83,4.23 +31360,0.43,Ideal,F,SI1,62.5,56.0,760,4.82,4.84,3.02 +15724,1.04,Ideal,G,VS2,62.6,55.0,6290,6.49,6.45,4.05 +20593,1.63,Premium,I,VS1,60.9,58.0,8900,7.63,7.58,4.63 +13316,1.07,Premium,H,VS2,62.4,59.0,5498,6.53,6.46,4.05 +9584,0.9,Very Good,F,VS2,63.1,59.0,4627,6.13,6.05,3.84 +42882,0.61,Premium,F,SI1,60.4,56.0,1359,5.47,5.43,3.29 +16816,1.1,Very Good,F,VS2,62.0,59.0,6708,6.56,6.6,4.08 +43081,0.5,Ideal,F,SI1,59.9,56.0,1378,5.36,5.09,3.13 +18806,1.51,Good,G,SI2,63.7,57.0,7695,7.28,7.21,4.62 +20227,1.02,Ideal,D,VS1,61.2,56.0,8658,6.48,6.53,3.98 +30537,0.39,Very Good,G,VS2,60.4,61.0,734,4.71,4.73,2.85 +52357,0.74,Ideal,E,SI2,59.2,59.0,2501,5.92,5.97,3.52 +6661,1.0,Premium,G,SI2,62.7,59.0,4095,6.3,6.36,3.97 +18760,1.17,Premium,G,VS1,60.6,60.0,7666,6.81,6.79,4.12 +16673,1.0,Ideal,D,SI1,62.5,55.0,6664,6.42,6.34,3.99 +49404,0.52,Ideal,E,VS1,61.9,55.0,2105,5.16,5.18,3.2 +16903,1.0,Good,G,VVS2,62.4,61.0,6748,6.32,6.3,3.94 +45758,0.58,Ideal,F,SI1,62.2,57.0,1705,5.37,5.33,3.33 +28221,0.33,Very Good,G,VS1,59.7,61.0,666,4.44,4.47,2.66 +9300,1.12,Premium,H,SI1,62.0,56.0,4572,6.69,6.59,4.13 +19251,1.32,Ideal,F,VS2,62.3,57.0,7983,7.06,6.97,4.37 +19183,1.01,Ideal,G,VVS2,60.9,54.0,7934,6.5,6.53,3.97 +50893,0.71,Ideal,G,SI1,62.3,56.0,2317,5.73,5.7,3.56 +17490,2.05,Good,G,I1,56.9,58.0,7026,8.46,8.3,4.77 +3359,0.91,Very Good,H,SI2,63.4,57.0,3382,6.1,6.18,3.89 +19488,1.14,Ideal,G,VS1,61.8,55.0,8121,6.71,6.76,4.16 +5564,1.0,Premium,F,SI2,59.3,62.0,3858,6.49,6.43,3.83 +30488,0.31,Ideal,D,SI1,62.3,55.0,732,4.37,4.33,2.71 +38668,0.33,Premium,G,VVS1,61.5,59.0,1040,4.46,4.42,2.73 +10025,0.23,Premium,I,VVS1,60.5,61.0,414,3.98,3.95,2.4 +1520,0.72,Ideal,H,SI1,61.1,56.0,2997,5.78,5.8,3.54 +42286,0.36,Ideal,I,SI1,61.7,55.0,505,4.58,4.62,2.84 +45040,0.55,Ideal,E,VS2,62.0,56.0,1639,5.26,5.25,3.26 +27487,1.7,Very Good,E,VS2,58.6,62.0,18176,7.84,7.92,4.62 +38517,0.37,Ideal,G,IF,62.4,56.0,1033,4.6,4.64,2.88 +47887,0.59,Ideal,D,SI1,61.0,57.0,1912,5.46,5.43,3.32 +37446,0.51,Ideal,I,SI1,62.2,56.0,984,5.08,5.12,3.17 +47341,0.59,Good,E,VS2,61.3,62.0,1845,5.36,5.4,3.3 +15719,0.3,Premium,H,VS2,61.1,59.0,608,4.37,4.3,2.65 +28752,0.31,Very Good,E,VS2,62.9,57.0,680,4.3,4.35,2.72 +27527,2.02,Premium,F,SI2,61.3,59.0,18274,8.15,8.11,4.98 +19344,1.06,Ideal,G,VVS2,61.0,57.0,8044,6.57,6.55,4.0 +44437,0.51,Good,G,VS1,63.4,57.0,1590,5.04,5.08,3.21 +33552,0.42,Ideal,H,VS1,61.8,55.0,830,4.82,4.85,2.99 +35905,0.32,Ideal,G,IF,61.5,55.0,918,4.43,4.45,2.73 +50194,0.71,Very Good,E,SI2,63.3,57.0,2225,5.65,5.69,3.59 +15763,1.21,Ideal,H,VS2,62.9,57.0,6302,6.8,6.75,4.26 +44151,0.62,Ideal,G,SI1,61.6,56.0,1563,5.46,5.55,3.39 +37819,0.51,Good,G,SI2,63.2,57.0,1002,5.03,5.07,3.19 +36249,0.41,Ideal,E,VS2,62.5,55.0,935,4.74,4.77,2.97 +17891,1.24,Premium,H,VS1,62.2,59.0,7222,6.9,6.83,4.27 +4812,0.9,Good,H,VS2,63.6,61.0,3701,6.03,5.97,3.8 +32283,0.26,Very Good,E,VS1,63.0,59.0,453,4.03,4.06,2.55 +39314,0.38,Ideal,H,VVS2,61.4,57.0,1069,4.65,4.63,2.85 +2599,0.9,Good,E,SI2,62.0,63.0,3218,6.09,6.14,3.79 +21997,1.6,Premium,D,SI2,61.9,58.0,10064,7.54,7.49,4.65 +49971,0.33,Very Good,H,VS1,59.0,62.0,540,4.49,4.52,2.66 +4647,0.9,Very Good,G,SI1,63.1,59.0,3669,6.15,6.11,3.87 +16482,1.05,Ideal,G,VS2,61.8,57.0,6586,6.53,6.48,4.02 +50854,0.7,Very Good,F,SI1,60.3,59.0,2312,5.73,5.78,3.47 +19943,1.24,Ideal,H,VVS1,62.3,54.0,8489,6.88,6.9,4.29 +34448,0.31,Ideal,E,VVS2,61.8,54.0,864,4.34,4.36,2.69 +41810,0.52,Ideal,F,SI1,61.6,57.0,1250,5.16,5.19,3.19 +16141,1.0,Premium,G,VS2,60.6,59.0,6451,6.42,6.36,3.87 +14447,1.01,Ideal,D,SI1,62.0,57.0,5832,6.37,6.44,3.97 +18382,0.32,Very Good,E,VS1,61.6,56.0,618,4.4,4.46,2.73 +48670,0.71,Fair,E,SI2,64.8,63.0,2002,5.63,5.51,3.61 +6278,0.71,Ideal,G,VVS1,61.2,56.0,4015,5.75,5.81,3.54 +31067,0.33,Very Good,G,VVS2,61.2,57.0,752,4.42,4.44,2.71 +47405,0.5,Very Good,F,VS1,61.4,58.0,1849,5.05,5.14,3.13 +906,0.7,Good,H,VVS1,62.7,56.0,2877,5.6,5.66,3.53 +20240,1.2,Premium,F,VS1,61.8,59.0,8669,6.79,6.76,4.19 +30566,0.31,Ideal,D,VS2,61.2,55.0,734,4.37,4.39,2.68 +43444,0.5,Premium,E,SI1,60.2,58.0,1415,5.18,5.15,3.11 +49925,0.7,Very Good,G,SI1,63.5,61.0,2184,5.64,5.61,3.57 +3842,0.9,Fair,D,SI2,64.5,61.0,3473,6.1,6.0,3.9 +8245,1.07,Premium,H,VS2,60.6,60.0,4374,6.66,6.63,4.03 +16576,1.2,Ideal,D,SI2,61.7,56.0,6619,6.81,6.88,4.22 +44161,0.6,Very Good,G,SI1,63.1,57.0,1565,5.32,5.41,3.39 +34911,0.34,Very Good,G,VS1,63.1,57.0,880,4.45,4.4,2.79 +32037,0.32,Ideal,E,VVS2,60.4,59.0,779,4.45,4.49,2.7 +17864,1.5,Good,I,SI1,64.2,56.0,7207,7.25,7.14,4.62 +20267,1.71,Premium,J,SI1,61.7,59.0,8690,7.63,7.7,4.73 +206,0.78,Premium,F,SI1,62.4,58.0,2777,5.83,5.8,3.63 +8931,1.1,Good,I,SI1,63.7,59.0,4497,6.56,6.5,4.16 +47094,0.52,Ideal,E,VS2,62.2,54.0,1825,5.13,5.16,3.2 +44635,0.57,Ideal,E,SI1,61.8,57.0,1608,5.28,5.33,3.28 +37202,0.46,Ideal,I,VVS1,61.7,57.0,974,4.96,4.99,3.07 +26581,1.66,Very Good,F,VS2,61.4,58.0,16294,7.63,7.68,4.7 +3346,0.73,Ideal,H,IF,61.6,55.0,3378,5.8,5.82,3.58 +23095,2.01,Good,I,VS2,59.0,64.0,11115,8.25,8.19,4.85 +1196,0.75,Good,D,SI2,57.6,56.0,2933,5.98,6.07,3.47 +29551,0.25,Ideal,F,VVS2,61.7,56.0,705,4.06,4.07,2.51 +9628,0.92,Premium,H,VVS2,62.5,58.0,4637,6.25,6.16,3.88 +41599,0.31,Ideal,G,SI2,62.0,55.0,391,4.34,4.37,2.7 +52455,0.7,Ideal,F,SI1,62.7,57.0,2515,5.66,5.7,3.56 +50488,0.7,Premium,G,SI2,60.0,60.0,2268,5.69,5.65,3.51 +1114,0.8,Very Good,G,SI2,62.0,55.0,2915,5.94,6.01,3.7 +11807,1.01,Premium,H,SI1,62.3,58.0,5090,6.44,6.4,4.0 +30600,0.31,Premium,D,VS2,61.7,59.0,734,4.31,4.34,2.67 +45440,0.35,Ideal,D,VVS1,61.4,55.0,1672,4.55,4.57,2.8 +36641,0.39,Ideal,E,VS1,62.0,54.0,948,4.68,4.71,2.91 +14171,1.07,Ideal,I,SI1,61.5,57.0,5748,6.57,6.59,4.05 +47006,0.51,Premium,D,VS2,61.9,58.0,1818,5.19,5.12,3.19 +876,0.76,Very Good,F,VS2,62.0,58.0,2873,5.8,5.86,3.62 +26081,2.0,Very Good,H,SI2,59.7,61.0,15312,8.15,8.2,4.88 +43432,0.54,Very Good,E,SI2,60.7,56.5,1415,5.24,5.28,3.19 +45489,0.5,Good,F,VVS2,64.5,62.3,1678,4.92,4.93,3.17 +50094,0.57,Ideal,G,VVS2,61.7,54.0,2206,5.41,5.32,3.31 +52964,0.24,Very Good,F,IF,60.4,58.0,552,4.02,4.06,2.44 +45965,0.24,Ideal,F,VVS1,61.8,59.0,526,4.0,4.03,2.48 +41719,0.34,Ideal,E,IF,61.7,56.0,1243,4.48,4.46,2.76 +19716,1.61,Very Good,E,SI2,61.9,57.0,8288,7.44,7.48,4.62 +38938,0.4,Ideal,E,VS1,61.6,56.0,1053,4.73,4.78,2.93 +13688,1.01,Premium,E,SI1,62.9,58.0,5599,6.41,6.35,4.01 +20710,0.31,Premium,F,VS2,61.3,59.0,625,4.31,4.34,2.65 +793,0.8,Very Good,F,SI1,62.6,58.0,2862,5.9,5.92,3.7 +29041,0.42,Very Good,G,SI1,61.6,61.0,687,4.79,4.82,2.96 +923,0.74,Very Good,D,SI1,63.9,57.0,2880,5.72,5.74,3.66 +42738,0.51,Good,G,VS2,63.9,56.0,1343,5.07,5.1,3.25 +51527,0.7,Good,E,SI1,63.6,62.0,2386,5.57,5.6,3.55 +23148,2.02,Premium,J,SI2,62.1,60.0,11165,7.98,8.09,4.99 +13988,1.23,Premium,F,SI2,61.7,57.0,5695,6.89,6.86,4.24 +27330,2.01,Very Good,I,VS1,62.8,59.0,17877,8.02,8.07,5.05 +45602,0.47,Good,E,VVS1,64.0,62.0,1690,4.9,4.97,3.16 +33826,0.37,Very Good,E,VVS2,59.3,58.0,843,4.68,4.73,2.79 +52533,0.7,Ideal,I,VVS2,61.1,56.0,2530,5.73,5.76,3.52 +48064,0.53,Ideal,E,VS1,61.5,57.0,1928,5.22,5.25,3.22 +22761,1.71,Ideal,J,VS1,62.4,56.0,10778,7.63,7.59,4.75 +24006,1.54,Ideal,H,VVS2,62.6,56.0,12171,7.42,7.35,4.62 +4183,0.83,Premium,F,VS2,60.2,60.0,3557,6.04,6.09,3.65 +16004,1.05,Ideal,F,VS2,62.7,56.0,6403,6.52,6.59,4.11 +1882,0.78,Very Good,G,VS2,61.7,58.0,3074,5.87,5.92,3.64 +15539,1.09,Ideal,I,VS1,61.4,56.0,6225,6.61,6.66,4.07 +31793,0.42,Premium,E,SI1,61.6,59.0,773,4.83,4.85,2.98 +50976,0.31,Premium,G,VS2,62.4,59.0,544,4.34,4.38,2.72 +40210,0.31,Premium,F,IF,60.8,59.0,1122,4.39,4.36,2.66 +22915,1.5,Premium,I,VVS1,62.4,60.0,10956,7.29,7.32,4.56 +37402,0.38,Ideal,D,VS1,61.8,54.0,983,4.67,4.71,2.9 +15300,1.29,Premium,I,SI1,62.2,58.0,6140,7.03,6.96,4.35 +4326,1.01,Fair,I,VS2,68.7,58.0,3597,6.14,6.0,4.19 +38707,0.37,Ideal,E,VS2,62.7,56.0,1041,4.6,4.55,2.87 +17913,1.01,Very Good,G,VVS2,63.0,59.0,7234,6.25,6.38,3.98 +6859,0.8,Ideal,E,VS2,62.2,55.0,4126,5.95,5.98,3.71 +28968,0.31,Premium,I,VS2,62.3,60.0,435,4.31,4.32,2.69 +41478,0.41,Premium,E,VVS2,60.9,56.0,1231,4.84,4.78,2.93 +25783,2.01,Premium,I,SI1,60.1,59.0,14752,8.21,8.15,4.92 +34899,0.33,Ideal,F,VVS1,62.4,54.0,880,4.44,4.47,2.78 +50182,0.64,Ideal,F,VS1,61.9,56.8,2222,5.55,5.6,3.45 +4100,0.7,Ideal,D,VS1,62.2,56.0,3535,5.69,5.72,3.55 +29397,0.31,Premium,G,VS2,61.7,58.0,698,4.34,4.32,2.67 +44937,0.51,Ideal,F,SI1,60.8,57.0,1633,5.15,5.18,3.14 +17427,1.11,Ideal,G,VS2,61.2,56.0,6982,6.68,6.65,4.08 +42103,0.51,Good,F,SI1,64.1,58.0,1274,5.03,5.02,3.22 +22545,1.23,Ideal,F,VVS2,63.0,55.0,10580,6.89,6.79,4.31 +28827,0.41,Premium,E,SI2,60.0,59.0,683,4.78,4.82,2.88 +43391,0.62,Good,D,SI2,64.0,56.0,1410,5.42,5.39,3.46 +8306,0.93,Premium,H,VS2,58.3,60.0,4387,6.45,6.37,3.74 +7577,0.9,Very Good,H,VS2,60.0,56.0,4255,6.3,6.34,3.79 +894,0.7,Ideal,F,VS1,62.4,56.0,2874,5.69,5.65,3.54 +9290,1.0,Good,H,SI1,61.5,64.0,4568,6.38,6.41,3.93 +53598,0.78,Ideal,F,SI1,62.4,54.0,2700,5.95,5.9,3.7 +24223,1.71,Ideal,H,SI1,61.4,57.0,12416,7.63,7.74,4.72 +27909,0.26,Very Good,F,VVS2,62.6,56.0,657,4.09,4.11,2.56 +4110,0.9,Ideal,I,SI1,62.0,56.0,3537,6.16,6.23,3.84 +15822,1.01,Premium,F,VS2,60.8,58.0,6330,6.44,6.49,3.93 +7059,0.33,Very Good,E,SI1,60.7,57.0,579,4.43,4.47,2.7 +5935,0.9,Fair,D,SI1,66.1,55.0,3945,5.98,5.92,3.93 +14644,1.0,Premium,H,VVS2,61.4,59.0,5914,6.49,6.45,3.97 +32886,0.4,Very Good,J,VS1,63.4,58.0,810,4.64,4.61,2.93 +46259,0.54,Ideal,G,VS1,61.3,57.0,1754,5.25,5.28,3.23 +15088,1.49,Very Good,F,I1,62.6,53.6,6064,7.28,7.31,4.57 +41776,0.53,Good,E,SI1,56.7,59.0,1246,5.39,5.37,3.05 +22314,1.21,Ideal,D,VS2,60.9,60.0,10353,6.91,6.86,4.19 +36532,0.42,Premium,G,SI1,61.7,58.0,945,4.8,4.76,2.95 +38644,0.33,Ideal,F,VVS2,61.9,56.0,1040,4.46,4.42,2.75 +14758,1.01,Ideal,D,SI1,62.0,57.0,5939,6.44,6.37,3.97 +28495,0.3,Ideal,E,VS2,61.8,55.0,673,4.32,4.33,2.68 +4202,1.01,Premium,J,SI2,61.8,60.0,3563,6.41,6.37,3.95 +45030,0.54,Ideal,E,SI1,60.5,57.0,1637,5.3,5.28,3.2 +47456,0.53,Ideal,D,VS2,60.2,57.0,1857,5.24,5.26,3.16 +37498,0.53,Premium,E,SI2,59.9,58.0,984,5.31,5.27,3.17 +4506,1.0,Fair,G,SI1,67.7,57.0,3631,6.0,6.15,4.11 +41893,0.5,Good,G,VS2,59.3,65.0,1259,5.1,5.12,3.03 +43163,0.42,Premium,F,VVS1,60.5,58.0,1389,4.84,4.81,2.92 +4374,0.73,Very Good,E,VS1,63.0,60.0,3607,5.68,5.72,3.59 +52471,0.96,Fair,J,SI1,67.3,56.0,2517,6.06,6.01,4.06 +3639,0.91,Very Good,G,SI2,60.4,61.0,3435,6.21,6.28,3.77 +42578,0.62,Premium,F,SI2,61.7,60.0,1329,5.48,5.45,3.37 +48165,0.57,Ideal,E,VS1,62.1,53.0,1942,5.36,5.41,3.34 +28577,0.3,Ideal,H,VS1,62.5,56.0,675,4.27,4.24,2.66 +47404,0.56,Premium,E,SI1,61.5,60.0,1848,5.3,5.27,3.25 +22832,3.0,Good,I,I1,57.0,64.0,10863,9.38,9.31,5.33 +42377,0.43,Ideal,E,VVS2,62.0,57.0,1304,4.87,4.84,3.01 +42903,0.51,Good,E,SI1,57.4,62.0,1361,5.29,5.24,3.02 +43513,0.51,Very Good,F,VS2,63.0,57.0,1423,5.05,5.11,3.2 +27194,2.01,Ideal,G,SI1,59.2,57.0,17492,8.23,8.19,4.86 +19868,1.4,Premium,D,SI2,61.8,54.0,8419,7.21,7.16,4.44 +5584,0.76,Ideal,E,VS2,61.6,56.0,3864,5.85,5.9,3.62 +25981,1.54,Premium,E,VS2,60.8,58.0,15185,7.39,7.44,4.51 +19500,1.03,Ideal,F,VS1,62.3,57.0,8133,6.45,6.52,4.04 +31471,0.34,Premium,H,VS1,62.1,58.0,765,4.49,4.46,2.78 +34520,0.33,Premium,E,VVS2,60.3,58.0,868,4.47,4.49,2.7 +51378,0.7,Ideal,I,VVS2,62.1,56.0,2367,5.68,5.72,3.54 +33058,0.3,Ideal,F,VVS1,61.1,56.0,814,4.33,4.38,2.66 +31065,0.27,Ideal,D,VVS2,61.5,56.0,752,4.18,4.15,2.56 +8469,1.01,Very Good,F,SI2,60.0,59.0,4416,6.48,6.61,3.93 +15251,0.9,Good,F,VVS1,64.2,56.0,6124,6.07,6.02,3.88 +42079,0.52,Very Good,F,SI2,57.9,61.0,1273,5.28,5.33,3.07 +23256,1.51,Premium,H,VS1,61.8,59.0,11263,7.32,7.27,4.51 +53072,0.72,Very Good,E,SI1,57.9,58.0,2610,5.92,5.96,3.44 +9732,1.08,Premium,E,SI2,60.8,59.0,4656,6.57,6.62,4.01 +47271,0.5,Ideal,D,VS2,61.7,56.0,1844,5.12,5.14,3.16 +40030,0.5,Ideal,I,VS2,62.0,55.0,1110,5.1,5.12,3.17 +11463,1.03,Very Good,E,SI1,61.3,60.0,5010,6.51,6.53,4.0 +52257,0.71,Very Good,E,SI1,58.7,61.0,2489,5.83,5.86,3.43 +20096,1.51,Premium,I,SI1,58.6,62.0,8574,7.51,7.45,4.38 +36506,0.45,Premium,F,VS2,61.4,60.0,945,4.93,4.87,3.01 +23867,1.51,Premium,F,SI1,60.6,61.0,11957,7.41,7.37,4.48 +26563,1.23,Ideal,D,VVS1,62.4,57.0,16253,6.88,6.83,4.28 +10845,1.16,Premium,I,SI1,60.0,58.0,4872,6.82,6.78,4.08 +6574,1.04,Ideal,H,SI2,59.6,56.0,4077,6.64,6.59,3.94 +17548,1.01,Premium,F,VS2,62.5,59.0,7062,6.41,6.32,3.98 +32705,0.31,Premium,F,VS2,61.5,56.0,802,4.41,4.34,2.69 +9428,0.91,Very Good,G,VS1,60.9,54.0,4590,6.27,6.38,3.85 +17201,1.0,Ideal,E,VS2,62.0,56.0,6871,6.46,6.41,3.99 +20615,1.27,Ideal,G,VS2,62.0,58.0,8915,6.89,6.95,4.29 +42923,0.53,Premium,G,SI1,61.3,58.0,1363,5.21,5.16,3.18 +21696,0.34,Very Good,D,SI1,62.0,56.0,626,4.43,4.47,2.76 +3611,0.9,Good,F,SI1,64.3,57.0,3427,6.08,6.01,3.89 +18869,1.22,Ideal,H,VS1,60.4,57.0,7738,6.86,6.89,4.15 +44667,0.36,Ideal,I,VS2,61.8,55.0,523,4.6,4.63,2.85 +49109,0.98,Premium,I,I1,59.6,60.0,2064,6.43,6.3,3.79 +25137,2.11,Premium,I,SI2,62.3,56.0,13701,8.23,8.13,5.1 +44247,0.51,Very Good,F,VS2,63.5,56.0,1574,5.09,5.05,3.22 +29675,0.31,Very Good,E,VVS2,60.5,56.0,707,4.39,4.47,2.68 +11378,0.4,Very Good,J,VS2,62.9,57.0,596,4.7,4.75,2.97 +3565,0.86,Fair,G,VS2,66.5,54.1,3418,5.89,5.97,3.94 +28190,0.4,Very Good,H,SI1,62.8,59.0,666,4.67,4.69,2.94 +21198,1.52,Very Good,D,SI2,60.9,59.0,9343,7.35,7.4,4.49 +45221,0.42,Ideal,F,VVS1,61.4,56.0,1656,4.83,4.85,2.97 +12068,1.2,Premium,G,SI1,62.2,58.0,5154,6.8,6.7,4.2 +50211,0.74,Ideal,I,SI1,62.0,53.0,2229,5.83,5.84,3.62 +53891,0.73,Good,E,SI1,57.9,55.0,2749,6.0,5.96,3.46 +16440,2.22,Fair,H,I1,70.1,55.0,6564,7.77,7.74,5.44 +45132,0.54,Very Good,F,VS1,61.8,59.0,1653,5.15,5.22,3.21 +36054,0.31,Ideal,E,VVS1,61.7,56.0,924,4.33,4.36,2.68 +21912,1.32,Premium,G,VS1,60.6,57.0,9979,7.14,7.09,4.31 +26422,1.72,Very Good,E,SI1,62.2,58.0,15948,7.63,7.7,4.77 +45300,0.51,Very Good,E,VS2,63.3,57.0,1662,5.12,5.05,3.22 +17897,1.01,Very Good,G,VVS2,59.7,59.0,7226,6.5,6.56,3.9 +38152,0.45,Ideal,I,VS2,61.7,59.0,1013,4.96,4.91,3.04 +29999,0.43,Ideal,D,SI2,61.0,57.0,716,4.81,4.86,2.95 +19699,0.36,Premium,I,SI1,60.4,60.0,624,4.62,4.58,2.78 +19136,1.65,Very Good,J,SI1,61.7,56.0,7903,7.61,7.66,4.71 +10241,1.18,Premium,H,SI1,60.1,60.0,4746,6.89,6.75,4.1 +37246,0.41,Very Good,G,VS1,60.6,56.0,976,4.83,4.87,2.94 +42155,0.45,Premium,E,VS1,60.8,60.0,1282,4.94,4.9,2.99 +51211,0.76,Very Good,I,SI1,62.0,56.0,2352,5.81,5.84,3.61 +14615,1.01,Premium,G,VS1,61.7,59.0,5898,6.38,6.33,3.92 +21439,1.21,Premium,G,VVS2,58.5,58.0,9541,7.06,6.95,4.1 +41738,0.41,Ideal,E,VVS2,61.8,57.0,1243,4.8,4.75,2.95 +20154,1.65,Ideal,J,SI1,62.2,54.0,8610,7.52,7.59,4.7 +44096,0.5,Ideal,E,SI1,61.2,56.0,1555,5.12,5.15,3.14 +19282,1.23,Premium,H,VVS2,62.8,56.0,8004,6.9,6.82,4.31 +14432,1.03,Premium,G,VS2,63.0,59.0,5826,6.45,6.4,4.05 +23535,1.51,Ideal,H,VS2,62.2,57.0,11540,7.33,7.29,4.55 +22579,2.63,Premium,J,I1,62.3,61.0,10628,8.81,8.76,5.47 +9371,0.32,Very Good,D,SI1,62.8,56.0,589,4.34,4.35,2.73 +30651,0.3,Ideal,E,VS1,61.3,57.0,736,4.3,4.34,2.65 +47357,0.56,Ideal,D,VS2,62.7,57.0,1846,5.28,5.25,3.3 +15825,1.01,Good,F,VS2,60.6,62.0,6332,6.52,6.49,3.94 +11702,0.34,Premium,G,VS2,61.3,58.0,596,4.51,4.53,2.77 +19476,1.26,Premium,G,VS2,60.1,61.0,8113,7.04,6.97,4.21 +26467,2.17,Good,H,SI2,58.9,62.0,16036,8.48,8.52,5.01 +43555,0.52,Ideal,D,SI1,61.2,57.0,1429,5.18,5.22,3.18 +42367,0.51,Very Good,E,SI1,62.9,57.0,1304,5.06,5.11,3.2 +43723,0.51,Ideal,E,SI1,61.3,55.0,1438,5.11,5.17,3.15 +26261,2.13,Ideal,I,SI2,62.0,55.0,15718,8.25,8.27,5.12 +39208,0.54,Ideal,F,SI2,62.2,56.0,1065,5.21,5.24,3.25 +20929,1.2,Very Good,G,VVS1,60.9,59.0,9139,6.87,6.79,4.16 +6069,0.8,Premium,E,VS1,61.7,58.0,3967,5.98,5.95,3.68 +25419,1.67,Ideal,D,SI1,62.6,54.0,14154,7.57,7.63,4.76 +18828,1.5,Good,H,SI2,58.4,62.0,7714,7.44,7.49,4.36 +17189,1.02,Fair,F,VVS2,64.8,58.0,6863,6.22,6.28,4.05 +20403,1.02,Premium,G,VVS1,58.0,61.0,8768,6.67,6.58,3.84 +46920,0.52,Ideal,G,VS1,62.4,56.0,1815,5.15,5.11,3.2 +10073,0.35,Premium,J,VS1,62.2,58.0,591,4.54,4.49,2.81 +4349,0.72,Ideal,E,VS2,61.5,56.0,3601,5.77,5.81,3.56 +48302,0.31,Ideal,D,SI1,61.2,57.0,533,4.34,4.38,2.67 +13353,0.24,Very Good,E,VS2,60.1,58.0,419,4.01,4.04,2.42 +38810,0.31,Very Good,G,VVS1,63.5,57.0,1046,4.33,4.3,2.74 +50418,0.71,Very Good,H,SI1,60.1,63.0,2258,5.72,5.69,3.43 +25687,0.33,Good,F,VS2,59.5,61.0,643,4.49,4.54,2.68 +20910,1.66,Very Good,G,SI2,58.5,62.0,9123,7.73,7.79,4.54 +32700,0.31,Ideal,F,VS2,62.3,55.0,802,4.38,4.35,2.72 +5371,0.3,Very Good,D,SI2,63.2,57.0,574,4.24,4.21,2.67 +18396,1.51,Good,J,VS2,59.5,61.0,7476,7.45,7.62,4.48 +35551,0.35,Ideal,H,VVS2,62.5,57.0,906,4.54,4.48,2.82 +3831,1.0,Premium,H,SI2,61.0,60.0,3472,6.42,6.36,3.9 +50363,0.53,Ideal,G,IF,61.8,57.0,2247,5.18,5.22,3.21 +16657,1.06,Ideal,G,VS2,62.2,56.0,6660,6.51,6.54,4.06 +10089,1.0,Very Good,F,SI1,61.8,59.0,4712,6.33,6.38,3.93 +24157,1.58,Ideal,H,VS2,61.4,56.0,12334,7.5,7.56,4.62 +34407,0.3,Ideal,G,IF,61.6,53.0,863,4.32,4.35,2.67 +10746,1.0,Premium,F,SI1,59.7,60.0,4851,6.48,6.51,3.88 +31068,0.33,Premium,G,VVS2,61.0,58.0,752,4.44,4.48,2.72 +21378,0.31,Ideal,E,VS1,60.2,56.0,626,4.39,4.44,2.66 +17748,1.12,Ideal,D,SI1,61.2,58.0,7145,6.65,6.68,4.08 +15414,1.04,Ideal,G,VVS2,61.4,57.0,6173,6.52,6.44,3.98 +13280,1.14,Good,H,SI1,62.8,58.0,5487,6.62,6.67,4.17 +21271,1.53,Premium,F,SI2,62.7,60.0,9424,7.28,7.34,4.58 +16764,0.8,Ideal,F,IF,60.8,56.0,6674,5.99,6.05,3.66 +44727,0.48,Very Good,E,VS1,59.1,62.0,1616,5.14,5.18,3.05 +4936,0.9,Premium,I,VVS2,60.9,59.0,3730,6.25,6.22,3.8 +46267,0.54,Premium,E,VS2,59.2,58.0,1754,5.32,5.35,3.16 +5555,1.02,Very Good,J,SI1,62.5,58.0,3857,6.37,6.43,4.0 +45849,0.71,Good,I,SI1,64.2,57.0,1715,5.59,5.57,3.58 +12303,1.02,Good,D,SI1,61.0,63.0,5219,6.48,6.54,3.97 +22958,1.5,Premium,I,VVS2,61.4,58.0,11007,7.38,7.32,4.51 +24906,1.99,Good,J,VS2,62.9,61.0,13338,7.91,8.06,4.99 +22820,1.35,Ideal,G,VS1,62.7,57.0,10850,7.07,7.02,4.42 +709,0.68,Premium,F,VVS2,61.7,57.0,2854,5.67,5.64,3.49 +17436,1.23,Ideal,I,VVS1,62.1,57.0,6989,6.83,6.9,4.26 +31147,0.41,Good,H,VS2,63.4,58.0,755,4.77,4.66,2.99 +9384,0.32,Very Good,D,SI1,58.9,60.0,589,4.47,4.49,2.64 +6526,0.9,Very Good,D,SI1,62.4,63.0,4068,6.15,6.18,3.85 +34279,0.23,Very Good,D,VS1,62.4,56.0,468,3.93,3.98,2.46 +15134,1.25,Premium,I,VS2,61.0,59.0,6084,6.98,6.89,4.23 +44385,0.41,Premium,D,VVS1,61.6,58.0,1582,4.78,4.74,2.93 +25297,1.71,Premium,G,VS2,61.3,58.0,13951,7.79,7.7,4.75 +12752,1.0,Premium,H,VS2,62.6,59.0,5320,6.37,6.31,3.97 +40854,0.53,Premium,G,SI2,60.8,58.0,1173,5.21,5.19,3.16 +40239,0.39,Ideal,F,VVS1,61.8,55.0,1124,4.69,4.73,2.91 +1740,0.32,Ideal,H,VS1,60.2,56.0,561,4.44,4.49,2.69 +51944,0.7,Premium,F,SI1,61.6,58.0,2441,5.7,5.73,3.52 +38679,0.3,Ideal,D,VVS2,61.7,57.0,1041,4.3,4.32,2.66 +46353,0.57,Ideal,F,SI1,61.9,56.0,1759,5.33,5.37,3.31 +37703,0.51,Very Good,I,SI2,63.3,58.0,995,5.09,5.02,3.2 +23624,1.37,Ideal,F,VS1,59.6,57.0,11649,7.28,7.22,4.32 +17076,1.24,Premium,H,SI1,60.2,60.0,6808,6.94,6.91,4.17 +5214,1.0,Premium,I,SI2,61.6,59.0,3780,6.41,6.34,3.93 +29571,0.41,Ideal,F,SI1,61.6,57.0,705,4.78,4.8,2.95 +29739,0.32,Ideal,G,VVS2,62.1,54.0,708,4.4,4.42,2.74 +53330,0.71,Ideal,E,SI1,61.5,57.0,2654,5.7,5.75,3.52 +46519,0.53,Ideal,H,VVS1,61.3,56.0,1781,5.22,5.24,3.21 +48885,1.04,Fair,I,I1,67.3,56.0,2037,6.34,6.23,4.22 +13154,1.27,Ideal,J,VS2,61.5,57.0,5442,6.93,6.98,4.28 +46251,0.53,Premium,D,SI1,61.6,59.0,1753,5.2,5.16,3.19 +20060,0.31,Ideal,H,VVS2,62.2,57.0,625,4.32,4.36,2.7 +43102,0.57,Very Good,E,SI2,58.8,57.3,1384,5.42,5.46,3.21 +4662,0.91,Premium,H,SI1,62.2,60.0,3669,6.22,6.16,3.85 +4003,0.74,Ideal,E,VS2,60.2,55.0,3518,5.87,5.92,3.55 +37745,0.5,Premium,D,SI2,62.9,58.0,997,5.06,5.01,3.17 +29331,0.31,Very Good,H,VS1,63.2,57.0,698,4.32,4.29,2.72 +43456,0.5,Premium,E,SI1,63.0,59.0,1415,5.01,4.99,3.15 +50187,0.8,Very Good,J,SI1,61.6,56.0,2224,5.94,5.98,3.67 +17795,1.14,Very Good,G,VS1,63.4,58.0,7171,6.67,6.61,4.21 +10539,1.01,Premium,G,SI1,61.0,58.0,4808,6.53,6.49,3.97 +45592,0.52,Ideal,E,VS2,60.9,57.0,1689,5.21,5.23,3.18 +35705,0.3,Premium,D,VS2,60.4,59.0,911,4.35,4.33,2.62 +34442,0.31,Ideal,E,VVS2,60.9,55.0,864,4.42,4.45,2.7 +20865,1.06,Premium,F,VVS2,61.8,58.0,9082,6.54,6.5,4.03 +36189,0.41,Very Good,E,VS1,62.9,56.0,931,4.72,4.78,2.99 +15397,1.12,Ideal,E,SI2,61.6,56.0,6168,6.69,6.71,4.13 +10701,0.72,Very Good,E,VVS1,61.2,57.0,4847,5.73,5.78,3.53 +52029,0.8,Premium,F,SI2,61.4,58.0,2447,5.95,5.93,3.65 +26753,2.21,Ideal,D,SI2,62.0,57.0,16558,8.36,8.31,5.18 +40021,0.55,Ideal,I,SI2,60.4,56.0,1109,5.32,5.36,3.23 +19276,1.57,Premium,F,SI2,60.2,60.0,8001,7.49,7.43,4.49 +52123,0.7,Very Good,G,VS2,63.3,56.0,2464,5.59,5.66,3.56 +41671,0.4,Ideal,G,VS2,61.1,56.0,1240,4.74,4.78,2.91 +22789,1.2,Ideal,G,VVS2,62.3,54.0,10812,6.82,6.86,4.26 +28479,0.32,Very Good,E,SI1,63.1,54.0,672,4.41,4.37,2.77 +49315,0.3,Good,G,VVS2,57.9,61.0,540,4.4,4.42,2.56 +21743,1.33,Premium,G,VS1,60.2,60.0,9813,7.12,7.2,4.31 +9568,1.1,Ideal,I,SI2,62.6,55.0,4624,6.57,6.6,4.13 +51254,0.7,Ideal,I,VS1,62.2,57.0,2355,5.69,5.66,3.53 +53831,0.72,Ideal,F,SI1,61.2,55.0,2737,5.78,5.82,3.55 +22337,1.02,Ideal,E,VVS2,61.5,57.0,10384,6.55,6.5,4.01 +15390,0.29,Ideal,H,VVS2,61.6,55.0,607,4.27,4.29,2.64 +19558,1.5,Premium,E,SI2,58.0,60.0,8190,7.52,7.47,4.35 +8130,0.9,Premium,H,VS2,61.2,61.0,4355,6.18,6.08,3.75 +16427,1.08,Ideal,G,VS2,62.5,57.0,6561,6.56,6.6,4.11 +693,0.91,Very Good,I,SI1,63.5,57.0,2852,6.12,6.07,3.87 +17005,1.53,Premium,G,SI2,58.5,59.0,6788,7.52,7.49,4.39 +27170,2.01,Premium,I,VS2,61.1,60.0,17433,8.06,8.12,4.94 +32548,0.27,Premium,D,VVS2,62.2,59.0,799,4.12,4.08,2.55 +4130,1.13,Ideal,F,I1,62.2,55.0,3542,6.63,6.68,4.14 +52081,0.78,Ideal,J,VS2,62.3,55.0,2456,5.88,5.91,3.67 +26945,2.01,Very Good,H,SI1,61.5,60.0,17003,8.09,8.01,4.95 +36978,0.42,Premium,G,VVS2,61.6,60.0,963,4.8,4.85,2.97 +36110,0.42,Good,F,SI1,63.6,57.0,926,4.76,4.7,3.01 +19550,1.02,Ideal,D,VS1,60.5,56.0,8181,6.55,6.48,3.94 +35105,0.3,Ideal,F,IF,62.2,57.0,886,4.3,4.32,2.68 +9484,1.02,Very Good,H,VS2,60.0,63.0,4604,6.54,6.49,3.91 +39411,0.41,Ideal,F,VS1,60.6,57.0,1076,4.84,4.79,2.92 +50263,0.54,Ideal,G,VVS1,62.2,56.0,2236,5.22,5.2,3.24 +1273,0.76,Ideal,E,SI1,61.7,57.0,2949,5.84,5.89,3.62 +14628,1.09,Ideal,I,VS2,61.8,57.0,5904,6.55,6.59,4.06 +18872,1.64,Very Good,J,SI1,62.6,59.0,7739,7.45,7.51,4.68 +2318,0.7,Ideal,E,VS1,62.6,55.0,3167,5.66,5.69,3.55 +20145,1.2,Premium,E,VS2,62.2,59.0,8602,6.82,6.78,4.23 +52650,0.24,Very Good,E,VVS2,58.5,59.0,552,4.04,4.09,2.38 +39436,0.41,Ideal,D,VS2,62.2,54.0,1076,4.81,4.77,2.98 +44816,0.5,Ideal,E,VS2,62.6,54.0,1624,5.08,5.11,3.19 +4621,0.91,Ideal,G,SI2,62.3,56.0,3664,6.18,6.22,3.86 +3447,1.0,Fair,F,SI1,68.7,55.0,3387,6.06,5.88,4.11 +51612,0.7,Ideal,F,SI2,65.0,53.0,2394,5.61,5.56,3.63 +6699,0.31,Good,G,SI2,63.3,54.0,408,4.29,4.34,2.73 +36019,0.39,Premium,J,VVS1,62.5,58.0,921,4.67,4.61,2.9 +48442,0.51,Ideal,G,VVS2,61.6,56.0,1974,5.17,5.12,3.17 +35880,0.32,Ideal,G,IF,61.0,56.0,918,4.41,4.44,2.7 +35787,0.32,Ideal,D,VS2,62.0,54.0,912,4.39,4.42,2.73 +44361,0.7,Very Good,I,SI2,62.5,58.0,1580,5.64,5.72,3.55 +13533,1.12,Ideal,E,SI2,62.0,57.0,5546,6.61,6.63,4.11 +8087,0.72,Very Good,E,VVS1,60.8,58.0,4339,5.79,5.83,3.53 +2154,0.73,Ideal,G,VVS2,61.9,56.0,3127,5.81,5.75,3.58 +12639,1.06,Very Good,I,VS1,58.5,58.3,5293,6.66,6.79,3.94 +39671,0.42,Premium,G,VS2,61.9,58.0,1087,4.82,4.77,2.97 +20429,1.34,Ideal,H,VS1,61.6,57.0,8780,7.14,7.07,4.38 +42569,0.38,Ideal,E,VVS1,61.9,56.0,1327,4.67,4.64,2.88 +32272,0.3,Very Good,G,VVS1,62.9,57.0,789,4.26,4.3,2.69 +5674,1.02,Good,H,SI2,63.7,58.0,3884,6.28,6.24,3.99 +22565,1.5,Good,G,SI1,63.7,59.0,10618,7.23,7.19,4.59 +33874,0.3,Ideal,E,VS2,62.3,56.0,844,4.34,4.3,2.69 +51694,0.76,Ideal,I,SI1,61.8,57.0,2399,5.89,5.83,3.62 +47007,0.71,Good,F,SI2,64.0,58.0,1818,5.65,5.59,3.6 +27830,0.38,Ideal,H,SI1,61.2,56.0,650,4.63,4.68,2.85 +28516,0.32,Ideal,I,IF,60.8,54.0,673,4.44,4.47,2.71 +32247,0.31,Ideal,H,IF,62.0,54.0,789,4.38,4.4,2.72 +21197,1.51,Very Good,E,SI2,63.1,61.0,9343,7.25,7.3,4.59 +34146,0.33,Ideal,H,VVS2,62.2,56.0,854,4.46,4.44,2.77 +27790,0.37,Premium,E,SI1,59.3,58.0,649,4.73,4.75,2.81 +46750,0.51,Good,G,VVS2,63.7,54.0,1800,5.08,5.1,3.24 +52048,0.8,Premium,G,SI2,61.4,56.0,2451,5.99,5.96,3.67 +19632,1.12,Ideal,F,VS2,62.1,56.0,8251,6.63,6.67,4.13 +38253,0.31,Premium,J,VS2,62.5,60.0,380,4.31,4.36,2.71 +25330,1.59,Ideal,H,VS1,61.8,56.0,14031,7.49,7.53,4.64 +22192,1.37,Very Good,G,VS1,58.3,60.0,10226,7.3,7.35,4.27 +50265,0.7,Ideal,F,SI2,60.6,57.2,2237,5.75,5.77,3.49 +44644,0.33,Premium,H,VS2,60.4,60.0,521,4.48,4.52,2.72 +43934,0.31,Ideal,H,VS2,61.2,59.0,515,4.36,4.4,2.68 +7778,1.02,Premium,I,SI1,62.7,55.0,4284,6.48,6.41,4.04 +40099,0.33,Premium,G,VVS1,61.2,60.0,1114,4.44,4.42,2.71 +38502,0.39,Ideal,F,VVS2,60.4,60.0,1031,4.73,4.78,2.87 +42316,0.41,Premium,D,VVS2,61.8,58.0,1295,4.75,4.79,2.95 +52338,0.75,Good,E,SI2,59.7,62.0,2497,5.85,5.88,3.5 +21801,1.21,Ideal,G,VS2,60.1,57.0,9873,6.94,6.98,4.18 +36443,0.31,Ideal,D,VS2,62.5,56.0,942,4.36,4.34,2.72 +9042,0.39,Ideal,F,SI2,62.2,55.0,587,4.68,4.71,2.92 +30401,0.32,Premium,H,VVS1,61.4,58.0,730,4.37,4.42,2.7 +16227,1.2,Ideal,H,VS2,59.9,57.0,6487,6.91,6.87,4.13 +5695,0.73,Ideal,F,VVS2,61.9,55.2,3888,5.74,5.79,3.58 +4439,0.74,Very Good,E,VVS2,61.9,59.0,3616,5.74,5.77,3.56 +52974,0.37,Ideal,H,SI1,60.9,57.0,552,4.63,4.67,2.83 +38603,0.4,Premium,E,VS2,62.0,58.0,1038,4.73,4.69,2.92 +47349,0.5,Premium,D,VS2,62.1,58.0,1845,5.08,5.03,3.14 +45728,0.55,Premium,D,SI1,60.5,60.0,1698,5.3,5.27,3.2 +1493,0.72,Very Good,E,VS2,62.9,57.0,2990,5.68,5.73,3.59 +7118,0.73,Ideal,F,VVS1,61.1,56.0,4171,5.83,5.86,3.57 +1328,0.7,Good,D,VS2,63.4,57.0,2960,5.6,5.67,3.57 +19485,1.07,Ideal,G,VVS2,62.8,57.0,8120,6.56,6.46,4.09 +47617,0.55,Ideal,F,VS1,62.0,55.0,1881,5.26,5.29,3.27 +40121,0.41,Premium,F,VVS2,61.0,59.0,1115,4.79,4.82,2.93 +32502,0.32,Very Good,F,VS1,60.0,62.0,798,4.44,4.49,2.68 +37768,0.41,Premium,E,VS2,61.3,58.0,999,4.79,4.74,2.92 +25208,1.52,Ideal,G,VS2,62.8,54.0,13809,7.3,7.36,4.61 +16491,1.29,Ideal,H,SI1,61.6,57.0,6588,7.0,6.95,4.3 +29508,0.32,Ideal,E,VS2,62.7,55.0,702,4.36,4.38,2.74 +5156,1.02,Premium,D,I1,61.4,60.0,3769,6.42,6.47,3.96 +53352,0.7,Premium,E,VS2,62.0,60.0,2657,5.7,5.59,3.5 +837,0.82,Ideal,F,SI2,62.3,56.0,2867,6.02,5.96,3.73 +20741,1.31,Premium,G,VS2,60.3,59.0,8979,7.12,7.08,4.28 +10330,1.13,Very Good,I,SI1,61.5,60.0,4766,6.68,6.72,4.12 +6647,0.79,Ideal,I,VVS2,61.7,56.0,4092,5.94,5.95,3.67 +38543,0.34,Ideal,D,VS2,61.3,57.0,1033,4.5,4.47,2.75 +48195,0.7,Fair,F,SI2,64.6,57.0,1947,5.6,5.57,3.61 +44394,0.51,Ideal,F,VS2,60.6,57.0,1583,5.17,5.2,3.14 +49658,0.7,Very Good,G,SI2,61.7,60.0,2141,5.67,5.7,3.51 +46839,0.51,Ideal,D,VS1,62.2,55.0,1810,5.15,5.17,3.21 +29593,0.32,Good,D,SI1,63.8,55.0,706,4.36,4.35,2.78 +3911,0.54,Ideal,D,VVS1,61.2,57.0,3494,5.25,5.27,3.22 +26560,2.26,Good,I,SI2,56.9,60.0,16241,8.73,8.66,4.95 +1547,0.77,Very Good,E,SI2,60.4,58.0,3002,5.91,5.95,3.58 +10150,1.0,Very Good,G,SI2,62.6,58.0,4725,6.34,6.38,3.98 +5024,0.91,Ideal,F,SI2,62.2,56.0,3746,6.17,6.14,3.83 +40173,0.38,Premium,D,VS2,58.8,61.0,1117,4.77,4.72,2.79 +52351,0.75,Very Good,F,SI1,62.1,57.0,2500,5.82,5.88,3.63 +27402,2.01,Premium,G,VS2,61.4,58.0,17987,8.11,7.99,4.94 +45731,0.7,Good,J,SI2,61.6,57.2,1699,5.65,5.68,3.49 +30112,0.32,Ideal,G,VS2,61.4,55.0,720,4.46,4.4,2.72 +8605,1.01,Premium,G,SI2,62.4,58.0,4442,6.41,6.38,3.99 +19452,1.25,Premium,H,VS1,61.3,55.0,8099,6.96,6.93,4.26 +28838,0.41,Premium,D,SI2,62.3,58.0,683,4.73,4.77,2.96 +3227,0.72,Ideal,G,VVS2,61.3,56.0,3352,5.76,5.8,3.54 +6933,1.1,Very Good,E,SI2,63.3,56.0,4140,6.58,6.53,4.15 +7432,0.76,Ideal,D,VS1,61.3,57.0,4229,5.87,5.9,3.61 +43095,0.61,Premium,H,SI1,59.5,62.0,1382,5.55,5.51,3.29 +12025,1.0,Premium,F,SI1,62.1,59.0,5152,6.39,6.36,3.96 +6389,0.25,Very Good,E,VVS1,62.9,58.0,576,4.01,4.03,2.53 +5557,1.0,Premium,F,SI2,60.2,62.0,3858,6.53,6.45,3.91 +46775,0.56,Ideal,D,SI1,61.9,55.0,1803,5.31,5.29,3.28 +8338,1.01,Premium,G,SI1,62.3,60.0,4395,6.31,6.25,3.91 +1995,0.81,Premium,F,SI1,60.3,59.0,3097,5.98,6.05,3.63 +16929,1.01,Premium,G,VS1,60.9,58.0,6759,6.43,6.47,3.93 +35189,0.31,Ideal,G,IF,62.1,54.0,891,4.38,4.41,2.73 +28727,0.31,Very Good,E,VS2,62.8,57.0,680,4.33,4.37,2.73 +41663,0.4,Ideal,G,IF,63.1,54.0,1239,4.69,4.73,2.97 +42687,0.5,Very Good,D,SI1,63.5,57.0,1337,5.04,5.1,3.22 +8765,1.01,Good,D,VS2,64.1,57.0,4466,6.32,6.22,4.02 +30812,0.41,Ideal,H,VS2,61.5,55.0,743,4.78,4.81,2.95 +25394,1.26,Very Good,F,IF,60.0,60.0,14095,7.04,7.09,4.24 +44525,0.52,Very Good,E,VS1,63.4,54.0,1601,5.08,5.11,3.23 +28132,0.29,Very Good,D,VVS2,62.9,58.0,664,4.2,4.29,2.67 +23048,1.63,Ideal,H,SI1,61.9,57.0,11078,7.59,7.53,4.68 +50991,0.31,Good,E,SI1,63.1,57.0,544,4.3,4.35,2.73 +32931,0.33,Very Good,F,VVS2,62.5,59.0,810,4.4,4.47,2.77 +47432,0.55,Very Good,F,VS1,60.7,60.0,1853,5.29,5.32,3.22 +49127,0.56,Ideal,D,VS2,61.4,57.0,2066,5.36,5.32,3.28 +22021,0.32,Ideal,H,VVS2,61.4,54.0,628,4.4,4.43,2.71 +50897,0.79,Premium,I,SI1,61.8,60.0,2317,5.96,5.92,3.67 +48115,0.56,Premium,F,VS2,60.5,59.0,1935,5.42,5.33,3.25 +39023,0.43,Premium,F,VS1,59.9,58.0,1056,4.89,4.93,2.94 +20668,1.33,Very Good,G,VS2,61.7,59.0,8953,7.04,7.09,4.36 +8015,1.5,Fair,I,SI2,70.1,58.0,4328,6.96,6.85,4.84 +20535,1.56,Premium,I,VVS2,60.5,58.0,8858,7.53,7.45,4.53 +44890,0.5,Premium,E,VS2,61.4,58.0,1629,5.1,5.07,3.12 +18670,1.12,Ideal,G,VS1,61.0,56.0,7632,6.76,6.72,4.11 +9323,0.9,Ideal,D,SI1,62.5,57.0,4579,6.12,6.2,3.85 +42790,0.54,Ideal,G,SI1,61.8,58.0,1350,5.21,5.27,3.24 +52277,0.62,Ideal,E,VS1,60.3,57.0,2492,5.52,5.57,3.35 +51296,0.54,Ideal,G,IF,61.6,57.0,2361,5.22,5.27,3.23 +27205,2.52,Premium,H,SI2,62.4,57.0,17522,8.72,8.66,5.43 +5412,0.9,Ideal,G,SI2,62.8,54.0,3820,6.11,6.15,3.85 +10937,1.47,Fair,H,I1,66.7,59.0,4898,6.98,6.94,4.64 +42069,0.5,Ideal,D,SI1,62.7,57.0,1272,5.06,5.08,3.18 +23686,1.52,Premium,F,SI1,62.6,59.0,11743,7.36,7.27,4.58 +45644,0.25,Ideal,G,VVS2,61.5,56.0,525,4.06,4.08,2.5 +16385,1.04,Ideal,G,VS2,62.8,56.0,6542,6.48,6.42,4.05 +47395,0.52,Ideal,H,VVS1,61.7,55.0,1847,5.2,5.17,3.2 +14398,0.3,Very Good,G,VS1,62.8,57.0,605,4.24,4.26,2.67 +43458,0.61,Ideal,H,SI1,61.9,54.0,1416,5.44,5.48,3.38 +8652,0.91,Ideal,G,SI1,62.0,54.0,4453,6.23,6.26,3.87 +30063,0.31,Ideal,E,VS2,62.5,54.0,720,4.33,4.37,2.72 +52688,0.7,Very Good,F,VS2,62.8,58.0,2552,5.6,5.64,3.53 +48996,0.91,Very Good,J,I1,63.1,57.0,2048,6.12,6.06,3.84 +46838,0.51,Ideal,G,VVS1,62.8,53.0,1810,5.09,5.14,3.21 +50373,0.7,Very Good,F,SI1,62.8,57.0,2250,5.61,5.66,3.54 +30817,0.33,Ideal,G,VS2,62.8,54.0,743,4.42,4.4,2.77 +48545,0.52,Ideal,I,IF,60.2,56.0,1988,5.23,5.27,3.16 +12524,1.01,Ideal,E,SI1,61.8,57.0,5262,6.39,6.49,3.98 +2419,0.91,Fair,H,SI1,64.4,60.0,3180,6.1,6.07,3.92 +22566,1.52,Very Good,H,VS2,63.3,57.0,10618,7.33,7.32,4.64 +22935,1.4,Ideal,H,IF,60.9,57.0,10976,7.22,7.29,4.42 +625,0.92,Ideal,D,SI2,61.9,56.0,2840,6.27,6.2,3.86 +20757,1.53,Fair,I,VS2,57.7,69.0,8996,7.6,7.51,4.36 +20128,1.2,Ideal,F,VS2,62.3,56.0,8590,6.82,6.79,4.24 +3970,0.9,Very Good,E,SI1,63.5,55.0,3508,6.22,6.12,3.92 +5306,0.93,Premium,G,SI2,61.7,60.0,3802,6.25,6.2,3.84 +15642,1.0,Premium,G,VS2,61.6,58.0,6272,6.44,6.42,3.96 +17556,1.55,Very Good,H,SI1,63.2,57.0,7066,7.35,7.31,4.64 +40547,0.42,Ideal,G,VVS1,61.9,56.0,1150,4.8,4.85,2.98 +21065,1.24,Ideal,E,VS2,62.0,57.0,9240,6.87,6.9,4.27 +47181,0.6,Very Good,E,SI1,63.2,56.0,1836,5.38,5.32,3.38 +39185,0.35,Ideal,D,VS2,62.0,55.0,1063,4.53,4.47,2.79 +21333,1.2,Premium,G,VVS2,59.7,60.0,9475,7.0,6.91,4.15 +31169,0.41,Good,F,SI1,63.3,57.0,755,4.69,4.72,2.98 +49838,0.52,Ideal,F,VVS2,62.0,55.0,2168,5.16,5.2,3.21 +50737,0.79,Very Good,I,SI1,61.8,60.0,2296,5.92,5.96,3.67 +23785,1.71,Very Good,D,SI2,63.5,56.0,11844,7.58,7.51,4.79 +41550,0.42,Ideal,G,VVS1,61.1,56.0,1235,4.84,4.82,2.95 +44249,0.51,Good,F,VS2,63.7,56.0,1574,5.05,5.03,3.21 +19101,1.52,Very Good,I,SI2,59.8,62.0,7866,7.41,7.47,4.45 +49577,0.58,Ideal,G,VVS2,61.9,57.0,2132,5.33,5.36,3.31 +46481,0.55,Very Good,F,VS2,62.1,55.4,1777,5.25,5.27,3.26 +31,0.23,Very Good,F,VS1,60.0,57.0,402,4.0,4.03,2.41 +48002,0.52,Ideal,D,VS2,61.3,56.0,1919,5.2,5.15,3.17 +24734,1.51,Premium,H,IF,60.2,60.0,13075,7.41,7.44,4.47 +14182,0.9,Very Good,G,IF,60.1,59.0,5754,6.22,6.26,3.75 +24478,1.3,Ideal,F,VVS2,62.1,55.0,12745,7.04,6.96,4.35 +22621,2.01,Fair,I,SI2,66.5,61.0,10671,7.81,7.75,5.17 +6963,0.9,Good,E,SI1,60.4,58.0,4147,6.12,6.24,3.73 +17503,1.02,Ideal,F,VS2,62.8,57.0,7037,6.41,6.36,4.01 +1661,0.75,Premium,E,VS2,62.1,57.0,3024,5.9,5.79,3.63 +12688,1.36,Premium,J,SI2,62.6,58.0,5310,7.12,7.0,4.42 +49003,0.67,Premium,G,VS2,61.0,61.0,2050,5.66,5.61,3.44 +50392,0.72,Ideal,H,SI2,60.8,56.0,2252,5.79,5.83,3.53 +25440,1.2,Premium,E,VVS1,60.6,60.0,14192,6.95,6.85,4.18 +52703,0.7,Ideal,D,SI2,62.1,55.0,2553,5.68,5.73,3.54 +14736,1.25,Ideal,H,SI2,62.2,55.4,5932,6.89,6.94,4.29 +42894,0.51,Ideal,D,SI2,62.5,55.0,1359,5.15,5.12,3.21 +5011,1.02,Very Good,J,SI2,63.3,56.0,3745,6.38,6.42,4.05 +36877,0.39,Premium,D,VS2,61.4,60.0,958,4.7,4.72,2.89 +32579,0.36,Ideal,E,VS2,61.5,56.2,801,4.56,4.6,2.82 +29443,0.38,Very Good,D,SI1,61.3,57.0,701,4.67,4.7,2.87 +39347,0.38,Ideal,E,VVS2,61.8,54.2,1073,4.66,4.69,2.89 +9554,1.1,Premium,I,SI1,62.0,59.0,4620,6.59,6.54,4.07 +19230,1.0,Ideal,D,VS1,62.4,55.0,7966,6.4,6.43,4.0 +41071,0.46,Ideal,I,IF,62.2,55.0,1192,4.94,4.97,3.08 +2115,0.9,Very Good,J,VS2,61.9,59.0,3119,6.14,6.2,3.82 +35691,0.39,Ideal,E,VS2,61.3,56.0,911,4.71,4.75,2.9 +3969,0.9,Premium,E,SI1,59.0,59.0,3508,6.34,6.3,3.73 +7494,1.01,Ideal,I,VS2,62.6,54.0,4239,6.4,6.45,4.02 +53511,0.71,Premium,G,VS1,60.8,59.0,2686,5.76,5.72,3.49 +36763,0.35,Ideal,F,VVS2,62.1,56.0,956,4.56,4.52,2.82 +15545,0.9,Ideal,E,VS1,61.7,56.0,6230,6.19,6.22,3.83 +20106,1.01,Premium,F,VVS2,59.3,60.0,8579,6.52,6.5,3.86 +5954,0.7,Ideal,G,IF,61.3,56.0,3949,5.72,5.73,3.51 +35569,0.35,Ideal,F,VS2,62.1,56.0,906,4.57,4.54,2.83 +23014,0.3,Premium,H,VS1,62.4,60.0,630,4.29,4.23,2.66 +29411,0.38,Premium,H,VS2,60.5,59.0,700,4.66,4.69,2.83 +12213,1.15,Premium,E,SI2,61.7,59.0,5193,6.7,6.66,4.12 +37270,0.26,Ideal,H,VS1,62.3,54.0,482,4.07,4.11,2.55 +39655,0.42,Premium,H,VS1,61.2,60.0,1087,4.84,4.77,2.94 +706,0.91,Good,J,VS2,64.2,58.0,2854,6.12,6.09,3.92 +53564,0.71,Very Good,H,VVS2,63.0,56.0,2695,5.63,5.68,3.56 +5007,1.03,Fair,D,SI2,66.4,56.0,3743,6.31,6.19,4.15 +4065,0.31,Ideal,D,SI1,62.3,54.0,571,4.33,4.37,2.71 +16976,1.38,Premium,G,SI2,59.2,59.0,6779,7.35,7.29,4.33 +45367,0.55,Ideal,E,VS2,61.5,57.0,1665,5.25,5.29,3.24 +52177,0.7,Good,H,VVS2,61.4,64.0,2475,5.73,5.61,3.48 +27005,2.01,Good,E,SI2,62.3,61.0,17115,7.99,8.04,4.99 +12508,1.25,Ideal,I,SI2,62.0,57.0,5259,6.85,6.92,4.27 +28225,0.33,Ideal,F,VS2,62.1,55.0,666,4.45,4.47,2.77 +36033,0.41,Premium,G,SI1,60.3,59.0,923,4.79,4.76,2.88 +9720,0.3,Ideal,H,VVS2,62.7,53.0,590,4.29,4.32,2.7 +45196,0.51,Ideal,E,VS2,60.9,56.0,1656,5.15,5.2,3.15 +14703,0.3,Ideal,G,VS1,61.5,57.0,605,4.31,4.34,2.66 +48184,0.75,Ideal,J,SI2,60.8,57.0,1944,5.91,5.87,3.58 +23537,1.51,Premium,H,VS2,62.3,59.0,11540,7.32,7.28,4.55 +26830,2.01,Good,I,SI1,58.8,60.0,16731,8.27,8.19,4.84 +10265,1.01,Ideal,E,SI2,62.2,54.0,4751,6.43,6.39,3.99 +49170,0.72,Very Good,I,SI1,63.3,57.0,2074,5.73,5.67,3.61 +51267,0.76,Ideal,I,SI1,61.9,56.0,2358,5.85,5.88,3.63 +50733,0.75,Premium,I,SI1,59.1,58.0,2295,5.91,5.87,3.48 +33497,0.32,Ideal,F,VS2,62.4,56.0,828,4.37,4.35,2.72 +18720,0.3,Very Good,G,VS1,60.3,57.0,620,4.33,4.35,2.62 +14186,1.08,Ideal,H,SI1,60.6,59.0,5756,6.61,6.65,4.02 +42640,0.5,Ideal,D,SI2,61.6,57.0,1332,5.13,5.1,3.15 +2768,0.9,Premium,I,SI1,61.8,58.0,3251,6.21,6.19,3.83 +30843,0.33,Ideal,H,VS1,61.9,56.0,743,4.48,4.44,2.76 +31165,0.41,Ideal,E,SI1,62.7,57.0,755,4.74,4.77,2.98 +50226,0.7,Very Good,F,SI1,60.6,58.0,2231,5.73,5.78,3.49 +44005,0.3,Premium,J,VS1,62.6,60.0,394,4.22,4.28,2.66 +5568,0.8,Ideal,F,VS1,61.2,56.0,3860,5.98,6.01,3.67 +34195,0.33,Ideal,F,VS2,62.1,55.0,854,4.47,4.45,2.77 +15382,0.3,Ideal,D,VS2,59.5,56.0,606,4.37,4.41,2.61 +27674,1.5,Very Good,G,VS2,60.7,59.0,18691,7.31,7.38,4.46 +14979,1.14,Premium,F,SI1,61.1,59.0,6033,6.75,6.7,4.11 +46786,0.52,Very Good,E,VS1,62.3,59.0,1806,5.14,5.17,3.21 +25580,2.54,Ideal,G,SI2,62.5,55.0,14421,8.75,8.69,5.45 +17290,1.14,Ideal,H,VS1,61.9,53.0,6926,6.73,6.75,4.17 +3964,1.01,Premium,F,SI2,61.8,54.0,3507,6.47,6.42,3.98 +27155,1.59,Premium,E,VS1,61.2,58.0,17393,7.49,7.58,4.61 +49835,0.72,Very Good,H,SI1,63.7,57.0,2168,5.66,5.7,3.62 +15892,1.01,Premium,G,VS1,60.5,60.0,6353,6.52,6.44,3.92 +17239,1.24,Ideal,G,SI1,61.0,56.4,6895,6.93,6.99,4.25 +7876,0.9,Good,F,VS2,63.8,55.0,4309,6.09,6.13,3.9 +1248,0.71,Very Good,E,VS1,63.3,59.0,2946,5.64,5.67,3.58 +32726,0.31,Ideal,F,VS2,62.3,55.0,802,4.33,4.3,2.69 +22950,1.5,Good,F,VS2,63.6,59.0,10995,7.13,7.22,4.56 +40552,0.41,Ideal,D,VS1,61.3,54.0,1151,4.8,4.83,2.95 +3369,0.27,Very Good,E,SI1,61.2,57.0,407,4.2,4.23,2.58 +10620,1.1,Premium,E,SI2,60.7,58.0,4829,6.77,6.65,4.07 +7904,0.91,Premium,H,VS2,61.8,60.0,4313,6.18,6.22,3.83 +43148,0.52,Very Good,E,SI1,62.7,57.0,1389,5.1,5.14,3.21 +37548,0.51,Ideal,J,SI1,62.5,56.0,988,5.06,5.12,3.18 +42459,0.5,Premium,E,SI1,62.0,59.0,1316,5.06,5.1,3.15 +20665,1.51,Ideal,H,SI2,61.9,56.0,8951,7.31,7.36,4.54 +52787,0.72,Premium,D,SI1,63.0,57.0,2567,5.74,5.69,3.6 +29066,0.4,Good,E,SI1,63.5,58.0,687,4.65,4.67,2.96 +26168,2.02,Premium,G,SI2,61.0,58.0,15498,8.15,8.22,4.99 +39005,0.42,Ideal,H,VVS2,62.0,57.0,1055,4.82,4.79,2.98 +2208,1.0,Premium,G,SI2,59.1,59.0,3142,6.55,6.48,0.0 +18524,1.31,Premium,H,VS2,61.4,59.0,7550,7.01,6.96,4.29 +6362,0.32,Premium,I,VS2,62.8,58.0,576,4.37,4.33,2.73 +27661,2.01,Good,H,VS2,63.3,55.0,18640,7.87,7.94,5.0 +33913,0.3,Premium,E,VS2,62.8,59.0,844,4.26,4.24,2.67 +9583,1.08,Ideal,G,SI2,62.2,56.0,4627,6.59,6.56,4.09 +18705,0.27,Very Good,F,VVS2,61.9,58.0,620,4.17,4.2,2.59 +27262,1.71,Very Good,F,VS1,61.9,61.0,17685,7.61,7.67,4.73 +46882,0.56,Ideal,H,VVS2,60.9,57.0,1814,5.38,5.33,3.26 +49798,0.51,Ideal,G,IF,61.3,56.0,2163,5.15,5.19,3.16 +18126,1.2,Premium,D,SI1,59.7,59.0,7338,6.91,6.86,4.11 +40695,0.46,Good,F,VS1,56.5,61.0,1157,5.11,5.05,2.87 +16891,1.47,Premium,I,SI2,62.4,55.0,6742,7.34,7.24,4.55 +1939,0.9,Very Good,E,SI2,63.4,62.0,3084,6.02,6.0,3.81 +46783,0.55,Ideal,F,VS1,61.4,55.0,1805,5.24,5.28,3.23 +51484,0.58,Ideal,F,VVS2,62.5,56.0,2380,5.29,5.34,3.32 +460,0.71,Premium,E,SI1,61.4,58.0,2817,5.77,5.73,3.53 +7572,0.92,Very Good,D,SI1,60.7,58.0,4253,6.27,6.39,3.84 +39274,0.25,Good,F,VVS1,59.1,60.0,490,4.1,4.12,2.43 +1729,0.32,Ideal,G,VS2,61.8,57.0,561,4.37,4.4,2.71 +10153,1.1,Ideal,H,SI2,63.1,58.0,4725,6.54,6.53,4.12 +15834,1.19,Ideal,G,SI1,62.3,55.0,6335,6.76,6.81,4.23 +27187,2.18,Premium,H,SI2,59.1,60.0,17473,8.49,8.45,5.01 +38185,0.41,Ideal,D,SI1,62.3,55.0,1015,4.79,4.77,2.98 +44628,0.56,Ideal,E,VS1,62.7,56.0,1608,5.26,5.3,3.31 +41285,0.53,Premium,I,VS2,58.5,60.0,1209,5.37,5.33,3.13 +14266,1.02,Very Good,D,SI1,63.3,60.0,5778,6.33,6.38,4.02 +35224,0.33,Ideal,F,VVS1,61.4,55.0,893,4.47,4.52,2.76 +27451,1.51,Premium,F,IF,60.5,61.0,18102,7.5,7.4,4.45 +50301,0.27,Very Good,F,VVS1,59.7,59.0,544,4.19,4.22,2.51 +48266,0.54,Ideal,D,VS1,61.4,53.0,1955,5.28,5.3,3.25 +28216,0.38,Very Good,G,SI1,62.4,59.0,666,4.59,4.64,2.88 +29134,0.33,Very Good,G,VVS2,61.4,55.0,692,4.46,4.5,2.75 +12854,1.09,Ideal,H,SI1,61.9,57.0,5358,6.63,6.58,4.09 +15305,1.14,Premium,G,VS2,61.9,58.0,6144,6.68,6.72,4.15 +32952,0.35,Good,F,SI2,63.8,56.0,460,4.45,4.48,2.85 +5616,0.72,Ideal,E,VVS2,62.0,56.0,3874,5.74,5.77,3.57 +25189,2.01,Ideal,I,SI2,62.5,55.0,13777,8.12,8.08,5.06 +49154,0.7,Very Good,F,SI2,62.3,58.0,2070,5.65,5.71,3.54 +50605,0.7,Premium,G,SI1,61.6,58.0,2285,5.71,5.65,3.5 +30914,0.34,Premium,E,VS2,60.9,60.0,745,4.49,4.51,2.74 +25241,2.02,Premium,H,SI2,62.6,59.0,13850,8.03,7.97,5.01 +1505,0.75,Ideal,E,SI1,61.1,57.0,2993,5.83,5.86,3.57 +20479,1.02,Ideal,D,VS1,60.8,55.0,8818,6.55,6.5,3.97 +25286,2.18,Premium,J,SI1,62.9,59.0,13938,8.25,8.21,5.18 +3219,0.71,Premium,H,IF,62.9,60.0,3349,5.74,5.67,3.59 +4034,1.0,Premium,F,SI1,62.4,58.0,3528,6.39,6.27,3.95 +7423,0.71,Very Good,E,VVS1,62.8,59.0,4228,5.66,5.71,3.57 +41262,0.36,Very Good,D,SI2,63.0,59.0,501,4.49,4.52,2.84 +40512,0.45,Good,F,VS1,57.6,62.5,1144,5.05,5.09,2.91 +7193,0.91,Very Good,E,SI1,63.7,59.0,4188,6.13,6.17,3.92 +23657,2.01,Good,J,SI1,59.6,61.0,11703,8.08,8.14,4.83 +24427,2.02,Ideal,H,SI2,62.4,56.0,12680,8.14,8.04,5.06 +12400,1.12,Premium,G,SI1,60.1,58.0,5233,6.78,6.83,4.09 +19141,1.12,Premium,F,VS1,61.2,58.0,7903,6.72,6.68,4.1 +5748,0.9,Very Good,E,VS2,63.4,59.0,3894,6.19,6.11,3.9 +8192,1.02,Good,F,SI2,61.4,61.0,4368,6.4,6.44,3.94 +49093,0.72,Good,J,VS1,63.7,54.0,2062,5.71,5.68,3.63 +51495,0.7,Good,F,VS1,64.0,57.0,2381,5.62,5.54,3.57 +16368,0.33,Premium,I,VVS1,61.9,60.0,608,4.41,4.44,2.74 +49617,0.72,Ideal,J,VVS1,62.4,58.0,2139,5.71,5.76,3.58 +10715,0.31,Ideal,D,SI2,62.1,57.0,593,4.34,4.32,2.69 +17627,1.5,Very Good,G,SI2,63.2,58.0,7098,7.25,7.19,4.56 +1856,0.85,Very Good,D,SI2,61.4,60.0,3066,6.05,6.13,3.74 +1591,0.74,Very Good,E,SI1,61.3,58.0,3009,5.8,5.84,3.57 +28555,0.3,Premium,H,VS1,60.1,61.0,675,4.32,4.3,2.59 +41950,0.23,Very Good,F,VVS2,61.2,55.0,505,3.97,4.01,2.44 +13686,1.01,Good,G,VS2,63.9,54.0,5599,6.31,6.37,4.05 +1299,0.71,Very Good,E,VS2,59.6,60.0,2954,5.8,5.85,3.47 +6045,0.32,Premium,E,SI2,59.7,60.0,576,4.45,4.43,2.65 +14170,1.06,Ideal,I,VS2,61.6,57.0,5748,6.53,6.58,4.04 +43805,0.51,Ideal,G,VS2,62.8,55.0,1443,5.1,5.06,3.19 +5225,0.73,Ideal,G,VVS2,61.0,56.0,3783,5.82,5.86,3.56 +27163,2.0,Good,G,SI1,63.6,61.0,17405,7.9,7.83,5.0 +11335,1.0,Good,E,SI1,62.6,61.0,4989,6.29,6.32,3.95 +18310,1.51,Very Good,I,SI2,63.5,60.0,7441,7.28,7.21,4.6 +23271,1.55,Very Good,D,SI2,58.9,57.0,11284,7.59,7.63,4.48 +37614,0.24,Very Good,E,VVS1,61.7,58.0,485,3.94,4.0,2.45 +5309,0.9,Premium,F,SI2,59.9,59.0,3803,6.32,6.27,3.77 +33330,0.5,Fair,F,I1,57.5,66.0,827,5.3,5.17,3.01 +37264,0.32,Premium,J,SI1,63.0,58.0,480,4.35,4.32,2.73 +39462,0.53,Ideal,F,SI2,62.4,54.0,1078,5.19,5.22,3.25 +41363,0.52,Very Good,H,SI1,63.1,57.0,1219,5.14,5.09,3.23 +26429,1.52,Ideal,G,VVS1,62.4,55.0,15959,7.3,7.39,4.58 +2563,0.79,Ideal,F,SI1,60.8,55.0,3210,5.98,6.05,3.66 +34600,0.27,Very Good,F,VS2,63.3,58.0,470,4.08,4.1,2.59 +6089,0.7,Very Good,F,VVS2,61.3,59.0,3974,5.69,5.73,3.5 +19969,1.56,Ideal,E,SI2,61.2,56.0,8518,7.53,7.49,4.59 +29923,0.32,Ideal,E,VS1,61.1,56.0,713,4.42,4.45,2.71 +14327,1.0,Very Good,F,SI1,61.0,60.0,5804,6.38,6.43,3.91 +23282,1.5,Very Good,H,VVS2,62.7,58.0,11303,7.21,7.24,4.53 +24945,2.01,Premium,I,SI2,60.0,61.0,13400,8.13,8.08,4.86 +23681,1.62,Premium,F,SI1,60.1,58.0,11733,7.63,7.59,4.57 +13270,1.0,Good,G,VS2,56.6,61.0,5484,6.65,6.61,3.75 +53261,0.93,Premium,E,I1,62.3,60.0,2647,6.23,6.2,3.87 +28808,0.42,Ideal,G,SI2,61.5,56.0,682,4.83,4.79,2.96 +27831,0.31,Very Good,G,VVS2,62.2,56.0,651,4.31,4.34,2.69 +47118,0.59,Ideal,F,VS2,61.0,56.0,1828,5.41,5.44,3.31 +50908,0.7,Good,D,SI1,64.2,60.0,2318,5.62,5.59,3.6 +36884,0.4,Very Good,E,VS1,62.9,56.0,959,4.67,4.71,2.95 +22732,1.0,Fair,D,VVS1,56.7,68.0,10752,6.66,6.64,3.77 +37538,0.4,Ideal,E,VVS2,61.7,57.0,988,4.73,4.77,2.93 +52840,0.7,Very Good,E,SI1,62.7,55.0,2575,5.63,5.67,3.54 +12602,0.99,Ideal,H,SI1,61.1,56.0,5287,6.44,6.47,3.94 +45533,0.56,Very Good,G,VS1,60.2,56.0,1686,5.35,5.37,3.23 +49611,0.52,Ideal,F,VS1,61.5,56.0,2138,5.19,5.22,3.2 +40938,0.23,Very Good,E,VVS1,60.8,56.0,499,3.94,3.99,2.41 +36478,0.43,Premium,G,VS1,61.8,59.0,943,4.83,4.88,3.0 +20064,0.31,Ideal,F,VS2,62.1,53.0,625,4.34,4.39,2.71 +34910,0.34,Ideal,H,VVS2,62.2,55.0,880,4.49,4.48,2.79 +51812,0.71,Ideal,F,SI1,61.6,56.0,2416,5.71,5.75,3.53 +24608,2.02,Good,G,SI2,57.5,61.0,12929,8.37,8.35,4.81 +52281,0.72,Ideal,I,VVS1,62.9,57.0,2493,5.68,5.77,3.6 +14806,1.22,Ideal,I,VS2,62.5,57.0,5960,6.83,6.9,4.29 +17575,1.5,Premium,D,SI2,59.6,59.0,7076,7.54,7.46,4.47 +40454,0.31,Ideal,F,VVS1,60.6,56.0,1140,4.44,4.41,2.68 +19959,1.7,Ideal,J,SI2,60.5,57.0,8505,7.74,7.84,4.71 +32540,0.27,Premium,E,VVS1,60.6,58.0,799,4.2,4.18,2.54 +11666,1.14,Good,I,VS1,63.3,56.0,5056,6.6,6.68,4.2 +32666,0.31,Ideal,G,VS1,61.5,56.0,802,4.43,4.39,2.71 +6756,0.9,Premium,F,SI1,62.6,60.0,4103,6.11,6.06,3.81 +4264,0.9,Very Good,G,SI2,59.9,60.0,3581,6.19,6.23,3.72 +35428,0.32,Ideal,E,VS2,62.3,57.0,900,4.42,4.41,2.75 +37182,0.32,Premium,D,VS2,61.7,58.0,972,4.38,4.34,2.69 +22575,1.52,Premium,D,SI2,59.8,60.0,10623,7.5,7.42,4.46 +29344,0.31,Ideal,G,VS2,61.6,55.0,698,4.39,4.37,2.7 +52755,0.73,Ideal,I,VVS1,61.7,57.0,2561,5.83,5.78,3.58 +40010,0.41,Ideal,F,VS2,62.7,56.0,1107,4.78,4.72,2.98 +50925,0.7,Premium,F,SI1,61.9,58.0,2319,5.69,5.65,3.51 +49070,0.73,Ideal,E,SI2,59.9,57.0,2059,5.87,5.82,3.5 +31893,0.3,Ideal,G,VS1,61.7,57.0,776,4.32,4.3,2.66 +27008,2.22,Ideal,G,SI2,62.5,54.0,17123,8.28,8.35,5.2 +5534,0.92,Premium,F,SI2,61.8,58.0,3854,6.19,6.23,3.84 +25688,0.36,Premium,D,SI2,63.0,59.0,643,4.52,4.49,2.84 +38257,0.28,Very Good,G,SI1,62.0,55.0,382,4.2,4.25,2.62 +19382,1.51,Very Good,F,SI2,63.4,58.0,8050,7.29,7.22,4.6 +1483,0.84,Ideal,G,SI2,62.0,56.0,2986,6.02,6.05,3.74 +16403,1.06,Ideal,G,VS2,61.1,57.0,6548,6.56,6.59,4.02 +45520,0.53,Ideal,D,SI1,62.3,56.0,1683,5.18,5.15,3.22 +39077,0.4,Ideal,F,VS2,63.4,54.0,1059,4.73,4.68,2.99 +19923,1.03,Premium,D,VVS2,61.7,59.0,8469,6.43,6.48,3.98 +33764,0.4,Very Good,G,SI1,63.3,58.0,840,4.69,4.66,2.96 +39399,0.41,Ideal,G,VVS2,60.4,56.0,1076,4.83,4.8,2.91 +20332,1.5,Ideal,I,SI1,64.2,59.0,8736,7.13,7.1,4.57 +9702,0.32,Ideal,D,SI1,62.7,54.0,589,4.35,4.39,2.74 +45617,0.55,Very Good,D,SI1,60.7,58.0,1692,5.24,5.3,3.2 +40475,0.38,Premium,D,VS1,61.2,58.0,1140,4.68,4.63,2.85 +23358,0.3,Ideal,G,SI1,62.1,53.0,422,4.32,4.37,2.7 +3360,0.6,Ideal,D,VVS2,61.9,55.0,3382,5.41,5.45,3.36 +18676,1.34,Very Good,H,SI1,62.4,58.0,7636,6.98,7.02,4.37 +28339,0.33,Premium,G,VS1,62.2,58.0,666,4.39,4.42,2.74 +33031,0.3,Ideal,D,VVS2,62.2,55.0,814,4.32,4.33,2.69 +53081,0.7,Good,H,VVS2,60.5,62.0,2611,5.66,5.74,3.45 +44753,0.51,Premium,D,SI1,62.2,58.0,1619,5.13,5.06,3.17 +33277,0.28,Ideal,H,VS1,62.2,54.0,462,4.19,4.23,2.62 +10638,1.01,Ideal,E,SI2,61.9,56.0,4832,6.43,6.46,3.99 +13208,1.21,Very Good,I,SI1,60.6,56.0,5457,6.89,6.97,4.2 +11847,1.05,Ideal,I,VS1,61.5,55.0,5101,6.56,6.61,4.05 +31488,0.34,Ideal,G,VS2,61.0,57.0,765,4.5,4.48,2.74 +20367,1.28,Ideal,H,VVS1,61.7,55.0,8759,6.97,7.01,4.31 +52737,0.71,Very Good,H,VS1,62.7,57.0,2559,5.66,5.72,3.57 +53413,0.77,Very Good,G,SI1,63.0,59.0,2670,5.82,5.84,3.67 +50459,0.7,Premium,J,IF,60.5,59.0,2264,5.73,5.67,3.45 +49317,0.32,Premium,G,SI2,61.6,59.0,540,4.38,4.35,2.69 +23109,1.1,Ideal,D,VVS2,62.0,57.0,11132,6.57,6.62,4.09 +2746,1.0,Fair,H,SI2,66.5,62.0,3248,6.19,6.1,4.09 +34461,0.31,Ideal,E,VVS1,61.1,56.0,865,4.38,4.42,2.69 +14087,1.22,Ideal,G,SI2,59.6,56.0,5714,7.05,7.02,4.19 +53380,0.73,Ideal,E,SI1,60.1,56.0,2661,5.91,5.87,3.54 +20224,1.53,Very Good,E,SI2,63.1,59.0,8654,7.38,7.21,4.61 +44989,0.31,Premium,J,VS1,61.8,59.0,523,4.33,4.31,2.67 +5701,0.3,Very Good,D,SI2,63.4,56.0,574,4.29,4.26,2.71 +36151,0.33,Ideal,E,VS2,61.5,57.0,928,4.47,4.41,2.73 +43028,0.42,Ideal,E,VS1,60.9,57.0,1372,4.83,4.86,2.95 +34343,0.3,Ideal,E,VVS1,62.5,56.0,862,4.28,4.3,2.68 +5624,1.03,Fair,E,SI2,65.3,59.0,3876,6.3,6.25,4.1 +17300,1.22,Premium,F,SI1,62.5,59.0,6932,6.78,6.83,4.25 +51639,0.31,Ideal,G,VS2,61.6,54.0,544,4.39,4.41,2.71 +941,0.73,Ideal,E,SI1,61.4,56.0,2886,5.79,5.81,3.56 +25796,1.51,Ideal,G,VS1,60.8,57.0,14779,7.37,7.44,4.5 +45027,0.54,Ideal,G,VS2,60.4,57.0,1637,5.33,5.26,3.2 +53242,0.59,Ideal,E,VVS2,62.0,55.0,2643,5.36,5.41,3.34 +2772,0.7,Ideal,G,VS2,61.9,56.0,3253,5.68,5.7,3.52 +17903,1.63,Ideal,F,I1,62.0,55.0,7229,7.57,7.5,4.68 +42959,0.3,Good,J,VS1,63.6,52.0,506,4.29,4.27,2.72 +11697,1.25,Ideal,J,VS2,62.6,54.0,5067,6.94,6.9,4.33 +40223,0.4,Very Good,G,VVS1,60.9,57.0,1123,4.76,4.8,2.91 +35983,0.31,Ideal,F,VVS1,62.4,55.0,921,4.32,4.34,2.7 +33222,0.36,Ideal,G,VVS2,62.3,56.0,821,4.53,4.56,2.83 +22705,0.34,Ideal,F,SI1,59.4,57.0,630,4.58,4.54,2.71 +51162,0.71,Ideal,G,SI1,61.5,57.0,2345,5.74,5.78,3.54 +37418,0.47,Ideal,J,SI1,60.6,54.0,983,5.04,5.0,3.09 +33481,0.32,Premium,F,VS2,60.6,59.0,828,4.44,4.4,2.68 +10570,0.94,Premium,D,SI1,60.7,60.0,4817,6.32,6.27,3.82 +23900,1.31,Ideal,G,VS1,61.6,57.0,12008,6.99,7.04,4.32 +29993,0.43,Ideal,D,SI2,62.6,56.0,716,4.84,4.88,3.04 +36357,0.34,Very Good,F,VVS1,61.0,56.0,939,4.52,4.53,2.76 +41272,0.28,Ideal,I,VS2,62.4,56.0,503,4.19,4.22,2.62 +49079,0.74,Fair,G,SI1,64.8,59.0,2060,5.63,5.6,3.64 +45203,0.51,Premium,E,VS2,61.0,60.0,1656,5.12,5.17,3.14 +9,0.22,Fair,E,VS2,65.1,61.0,337,3.87,3.78,2.49 +2100,0.93,Ideal,G,SI2,61.0,54.0,3114,6.35,6.32,3.87 +43741,0.51,Ideal,G,VS2,61.7,57.0,1438,5.12,5.15,3.17 +7843,1.02,Very Good,H,SI2,59.7,58.0,4303,6.53,6.57,3.91 +42528,0.4,Ideal,F,VVS1,60.7,56.0,1323,4.79,4.77,2.9 +13104,1.1,Ideal,H,SI1,61.4,55.0,5424,6.68,6.7,4.11 +12371,0.26,Ideal,E,VVS2,60.7,56.0,597,4.13,4.17,2.52 +53866,0.7,Very Good,F,VS2,61.7,60.0,2744,5.63,5.65,3.48 +15934,1.25,Ideal,G,SI2,61.1,55.0,6371,6.95,6.99,4.26 +49316,0.32,Ideal,G,SI2,63.0,56.0,540,4.35,4.32,2.73 +35321,0.31,Very Good,F,VVS1,62.4,60.0,897,4.28,4.31,2.68 +37379,0.4,Very Good,F,VS1,61.5,59.0,982,4.71,4.76,2.91 +25620,2.06,Premium,I,SI1,60.9,61.0,14488,8.32,8.16,4.99 +35847,0.37,Ideal,G,VVS2,61.9,54.0,917,4.63,4.67,2.88 +28273,0.23,Very Good,D,VS2,62.7,58.0,362,3.86,3.89,2.43 +40200,0.52,Premium,G,SI2,59.2,60.0,1121,5.29,5.21,3.11 +6885,1.2,Premium,I,VS2,61.3,60.0,4131,6.79,6.75,4.15 +1485,0.74,Ideal,D,SI1,61.5,56.0,2987,5.8,5.84,3.58 +37839,0.33,Ideal,D,VS2,62.1,54.0,1002,4.46,4.43,2.76 +46762,0.54,Ideal,G,VVS2,62.6,57.0,1801,5.19,5.23,3.26 +45334,0.51,Premium,E,VS2,62.5,59.0,1662,5.09,5.08,3.18 +40602,0.23,Very Good,F,VVS2,61.7,55.0,498,3.99,4.05,2.48 +46320,0.3,Ideal,H,VS1,61.4,54.0,526,4.33,4.37,2.67 +46148,0.5,Premium,G,VS1,60.7,60.0,1746,5.12,5.09,3.1 +23019,0.4,Ideal,F,I1,63.3,60.0,630,4.68,4.64,2.95 +34408,0.3,Ideal,G,IF,61.3,55.0,863,4.33,4.35,2.66 +40183,0.51,Good,H,SI1,63.4,57.0,1119,5.06,5.09,3.22 +40553,0.41,Ideal,F,IF,62.2,54.0,1151,4.76,4.79,2.97 +29366,0.31,Premium,G,VS2,62.6,57.0,698,4.32,4.3,2.7 +24341,2.01,Ideal,J,SI1,62.3,57.0,12607,8.05,7.99,5.0 +14229,1.04,Premium,E,SI1,59.6,59.0,5766,6.59,6.56,3.92 +7038,0.59,Ideal,D,IF,60.7,58.0,4161,5.45,5.49,3.32 +49663,0.71,Ideal,I,VS2,61.0,58.0,2141,5.77,5.81,3.53 +52465,0.7,Ideal,F,SI1,61.1,57.0,2516,5.75,5.71,3.5 +18943,1.21,Very Good,H,VS1,62.8,54.4,7786,6.78,6.81,4.26 +31941,0.3,Ideal,F,VS2,61.1,56.0,776,4.33,4.31,2.64 +27140,1.21,Ideal,E,IF,61.8,56.0,17353,6.81,6.88,4.23 +31817,0.31,Ideal,F,VVS2,61.5,56.0,775,4.35,4.37,2.68 +24445,1.91,Ideal,G,SI2,62.2,55.0,12700,7.9,7.94,4.93 +8933,1.01,Premium,F,SI2,61.6,58.0,4497,6.4,6.39,3.94 +49291,0.26,Very Good,E,VVS1,61.8,59.0,539,4.11,4.14,2.55 +25534,1.5,Premium,F,VS2,61.0,58.0,14352,7.37,7.31,4.48 +26132,1.51,Good,G,VVS1,57.9,62.0,15420,7.54,7.53,4.36 +15569,1.01,Premium,F,VS2,62.3,58.0,6244,6.34,6.4,3.97 +3887,0.91,Good,H,SI1,63.9,60.0,3485,6.08,6.13,3.9 +4578,0.9,Very Good,G,SI1,63.5,59.0,3649,6.07,6.11,3.87 +16300,1.01,Very Good,E,VS2,62.2,58.0,6522,6.36,6.41,3.97 +25752,1.52,Ideal,G,VS2,61.4,56.0,14692,7.39,7.47,4.56 +14158,1.03,Premium,H,VS1,61.2,58.0,5744,6.52,6.55,4.0 +44726,0.47,Very Good,F,VVS2,62.1,56.0,1616,4.96,4.99,3.09 +8282,0.9,Good,G,VVS1,64.0,55.0,4382,6.05,6.02,3.86 +39652,0.4,Ideal,G,VS1,61.4,55.0,1087,4.77,4.78,2.93 +25260,1.67,Ideal,H,VS1,61.8,55.9,13887,7.57,7.6,4.69 +46331,0.51,Premium,E,VS1,61.8,58.0,1758,5.13,5.09,3.16 +4891,0.71,Premium,D,VS1,59.2,59.0,3718,5.9,5.85,3.48 +48124,0.54,Good,D,VS1,63.2,56.0,1939,5.21,5.23,3.3 +7174,0.65,Ideal,E,IF,62.3,56.0,4184,5.52,5.56,3.45 +22338,1.1,Premium,E,VVS2,60.1,58.0,10387,6.69,6.76,4.04 +36900,0.41,Very Good,E,VS2,62.5,56.0,960,4.75,4.79,2.98 +35042,0.32,Ideal,E,VVS2,61.1,55.0,883,4.41,4.46,2.71 +13071,1.24,Ideal,J,VS2,61.7,55.0,5412,6.91,6.96,4.28 +11569,1.03,Ideal,G,SI1,60.9,57.0,5037,6.54,6.5,3.97 +12781,1.03,Ideal,E,SI1,62.0,57.0,5330,6.47,6.44,4.0 +26852,2.01,Premium,I,VS2,61.0,61.0,16778,8.15,7.99,4.92 +26886,2.42,Ideal,H,SI2,62.3,57.0,16826,8.62,8.55,5.35 +14597,1.24,Premium,I,VS2,60.1,59.0,5889,7.02,6.95,4.2 +30682,0.4,Ideal,E,SI1,61.2,57.0,737,4.7,4.74,2.89 +17938,1.61,Premium,J,SI2,62.2,59.0,7245,7.52,7.47,4.66 +29074,0.28,Very Good,E,IF,59.6,55.0,688,4.24,4.31,2.55 +6492,1.25,Very Good,H,SI2,63.5,57.0,4060,6.73,6.65,4.25 +48586,0.54,Ideal,D,VS2,61.1,57.0,1993,5.29,5.19,3.2 +41282,0.58,Ideal,F,SI2,60.9,57.0,1209,5.4,5.44,3.3 +38583,0.4,Premium,G,VS1,60.0,57.0,1035,4.83,4.74,2.87 +29403,0.34,Ideal,F,VS2,60.8,57.0,699,4.51,4.54,2.75 +16029,0.3,Very Good,I,VS1,63.4,54.0,608,4.32,4.29,2.73 +22766,1.04,Ideal,F,IF,61.8,55.0,10787,6.49,6.56,4.03 +40324,0.42,Ideal,H,IF,61.6,56.0,1126,4.84,4.87,2.99 +20380,0.31,Ideal,F,VS2,62.6,57.0,625,4.29,4.33,2.7 +32906,0.33,Ideal,F,VVS2,62.2,56.0,810,4.43,4.45,2.76 +35463,0.31,Ideal,F,IF,61.1,55.0,901,4.41,4.43,2.7 +44553,0.55,Ideal,G,SI1,61.7,55.0,1605,5.25,5.28,3.25 +13352,0.27,Very Good,D,VS2,63.0,57.0,419,4.06,4.1,2.57 +44687,0.73,Premium,G,SI2,61.2,56.0,1610,5.76,5.67,3.5 +15348,1.0,Premium,G,VS2,61.9,58.0,6160,6.45,6.41,3.98 +33247,0.36,Very Good,F,VS1,59.9,58.6,825,4.62,4.66,2.77 +26133,1.51,Premium,G,VVS1,62.2,58.0,15420,7.33,7.3,4.55 +25359,0.31,Very Good,G,VVS1,59.6,59.0,642,4.4,4.42,2.63 +23531,1.23,Premium,F,VVS2,61.6,59.0,11534,6.9,6.8,4.22 +35322,0.31,Very Good,F,VVS1,61.8,59.0,897,4.33,4.35,2.68 +39027,0.43,Very Good,G,VVS2,62.2,55.0,1056,4.81,4.84,3.0 +7622,1.0,Ideal,H,SI2,61.2,57.0,4260,6.42,6.45,3.94 +2503,0.83,Ideal,F,SI1,62.1,55.0,3198,6.05,6.0,3.74 +41963,0.23,Very Good,E,VVS2,61.6,57.0,505,3.95,3.97,2.44 +25711,2.11,Premium,I,SI2,58.4,62.0,14615,8.43,8.39,4.91 +39511,0.32,Ideal,E,VVS2,62.3,56.0,1080,4.4,4.37,2.73 +18783,1.06,Premium,D,VS2,62.3,59.0,7679,6.52,6.48,4.05 +45418,0.55,Ideal,E,SI1,60.6,56.0,1668,5.33,5.3,3.22 +2660,0.8,Very Good,H,VS2,63.1,57.0,3235,5.87,5.92,3.72 +15257,1.29,Very Good,D,SI2,61.9,58.0,6126,6.99,7.03,4.34 +8182,1.07,Premium,F,SI2,61.7,58.0,4366,6.55,6.58,4.05 +50436,0.76,Premium,J,VS1,61.1,58.0,2262,5.91,5.85,3.59 +23952,1.51,Premium,G,VS1,63.0,59.0,12085,7.24,7.19,4.55 +41514,0.44,Ideal,G,VVS1,61.8,55.0,1235,4.86,4.91,3.02 +50777,0.52,Ideal,D,VVS2,61.4,56.0,2302,5.23,5.2,3.2 +23446,1.51,Ideal,H,VS2,62.2,57.0,11435,7.29,7.33,4.55 +29597,0.35,Ideal,G,VS1,62.6,54.0,706,4.52,4.56,2.84 +44020,0.51,Premium,E,SI1,61.3,54.0,1546,5.18,5.13,3.16 +45519,0.53,Ideal,F,VS2,62.3,55.0,1683,5.2,5.17,3.23 +19353,0.3,Ideal,E,VS2,62.2,57.0,622,4.26,4.32,2.67 +38548,0.34,Ideal,D,VS2,62.0,55.0,1033,4.48,4.45,2.77 +15133,1.25,Ideal,J,VVS2,61.1,57.0,6084,6.94,6.91,4.23 +25738,2.32,Premium,J,SI2,62.5,58.0,14666,8.47,8.43,5.28 +20831,1.52,Ideal,F,SI2,61.2,57.0,9057,7.45,7.39,4.54 +18907,1.11,Ideal,G,VS1,62.6,57.0,7758,6.64,6.59,4.14 +48576,0.56,Ideal,G,VVS1,61.7,57.0,1993,5.29,5.31,3.27 +30506,0.31,Ideal,D,SI1,62.4,56.0,732,4.35,4.31,2.7 +40898,0.41,Ideal,D,VS2,59.7,57.0,1177,4.87,4.84,2.9 +755,0.9,Very Good,G,SI2,63.1,58.0,2857,6.08,6.02,3.82 +5585,1.12,Very Good,E,SI2,60.9,63.0,3864,6.65,6.59,4.03 +7396,0.33,Premium,E,SI1,60.9,58.0,579,4.46,4.5,2.73 +5229,1.02,Ideal,I,SI2,60.7,57.0,3786,6.54,6.57,3.98 +39153,0.5,Ideal,D,SI2,61.3,54.0,1063,5.11,5.03,3.11 +6779,0.91,Good,D,SI1,63.1,61.0,4113,6.1,6.16,3.87 +459,0.71,Ideal,E,SI1,61.3,55.0,2817,5.77,5.72,3.52 +37586,0.32,Ideal,F,VVS1,62.1,56.0,990,4.43,4.39,2.74 +20576,1.58,Premium,H,SI2,60.4,58.0,8887,7.6,7.52,4.57 +20770,1.12,Ideal,F,VS1,61.8,56.0,9007,6.67,6.69,4.13 +45423,0.55,Ideal,E,SI1,61.4,55.0,1668,5.29,5.26,3.24 +23443,1.42,Premium,G,VS1,62.1,56.0,11434,7.27,7.22,4.5 +20888,1.51,Very Good,H,SI2,62.3,58.0,9107,7.31,7.35,4.57 +43780,0.4,Ideal,D,VVS1,60.3,57.0,1441,4.81,4.78,2.89 +16512,1.02,Premium,F,VS2,61.3,58.0,6597,6.54,6.42,3.97 +49679,0.53,Ideal,E,VS1,61.4,56.0,2143,5.21,5.25,3.21 +42408,0.52,Very Good,I,VS1,61.0,58.0,1310,5.18,5.22,3.17 +22407,1.71,Very Good,J,VS1,61.9,59.0,10428,7.6,7.69,4.73 +19809,1.01,Very Good,G,VVS1,61.8,59.0,8373,6.47,6.41,3.98 +8965,1.03,Premium,F,SI2,60.7,60.0,4503,6.47,6.52,3.94 +11264,1.16,Ideal,G,SI2,61.9,56.0,4969,6.77,6.73,4.18 +36229,0.38,Very Good,D,VS2,60.9,58.0,933,4.63,4.67,2.83 +48242,0.5,Fair,E,VS1,56.1,64.0,1950,5.31,5.28,2.97 +47112,0.7,Premium,J,SI1,61.3,59.0,1827,5.75,5.73,3.52 +33744,0.31,Ideal,F,VVS1,61.4,56.0,840,4.37,4.4,2.69 +37803,0.43,Good,H,VVS1,60.0,61.0,1000,4.91,4.93,2.95 +5245,1.23,Ideal,G,SI2,61.6,55.0,3788,6.91,6.88,4.25 +45047,0.51,Very Good,E,VS2,61.8,58.0,1640,5.13,5.07,3.15 +39932,0.34,Ideal,F,SI1,59.4,57.0,491,4.54,4.58,2.71 +47179,0.51,Ideal,F,VS1,61.7,54.0,1836,5.17,5.14,3.18 +49570,0.71,Good,H,SI1,58.3,61.0,2131,5.84,5.79,3.39 +17232,1.04,Premium,G,VVS1,58.2,60.0,6890,6.71,6.66,3.89 +810,0.71,Premium,D,SI1,61.7,56.0,2863,5.8,5.68,3.54 +50413,0.73,Ideal,J,VS2,62.0,56.0,2258,5.76,5.79,3.58 +7037,0.9,Ideal,G,SI1,61.9,55.0,4161,6.18,6.23,3.84 +39349,0.54,Ideal,H,SI2,61.6,56.0,1073,5.25,5.28,3.24 +26128,2.28,Premium,H,SI2,62.5,58.0,15413,8.39,8.33,5.23 +17989,1.11,Ideal,F,VS2,60.4,58.0,7275,6.73,6.66,4.04 +5314,0.74,Ideal,H,VVS1,61.1,56.0,3804,5.84,5.91,3.59 +9493,1.05,Good,H,SI1,63.1,60.0,4608,6.42,6.49,4.07 +43987,0.26,Ideal,G,SI1,62.0,54.0,394,4.08,4.11,2.54 +42857,0.41,Premium,D,VVS2,62.5,58.0,1356,4.75,4.72,2.96 +49456,0.51,Ideal,G,VVS1,62.6,57.0,2111,5.14,5.08,3.2 +32345,0.3,Very Good,G,VVS1,60.6,61.0,789,4.33,4.35,2.63 +22574,1.51,Premium,I,VVS2,61.1,60.0,10623,7.33,7.36,4.49 +25461,3.01,Premium,G,SI2,59.8,58.0,14220,9.44,9.37,5.62 +41979,0.55,Ideal,F,SI2,62.3,57.0,1263,5.27,5.22,3.27 +39199,0.43,Premium,D,SI1,61.2,58.0,1064,4.87,4.83,2.97 +16797,1.22,Premium,G,SI1,63.0,57.0,6695,6.84,6.74,4.28 +18846,1.03,Ideal,G,VS2,61.1,57.0,7726,6.51,6.54,3.99 +10819,1.0,Very Good,D,SI2,62.6,57.0,4867,6.37,6.4,4.0 +33195,0.3,Premium,H,VVS1,61.1,61.0,819,4.3,4.27,2.62 +2839,0.96,Premium,J,SI1,60.3,59.0,3269,6.4,6.36,3.85 +5241,0.92,Premium,F,SI2,62.1,59.0,3787,6.26,6.21,3.87 +31456,0.34,Premium,E,SI1,59.6,57.0,765,4.61,4.52,2.72 +31230,0.31,Ideal,E,VS2,62.0,56.0,756,4.38,4.36,2.71 +12866,1.12,Ideal,H,SI1,62.0,57.0,5363,6.69,6.64,4.13 +51816,0.72,Premium,H,VS2,61.6,57.0,2418,5.84,5.78,3.58 +939,0.8,Fair,E,SI1,56.3,63.0,2885,6.22,6.14,3.48 +40110,0.32,Ideal,D,VS1,60.9,57.0,1114,4.48,4.45,2.72 +19256,1.24,Ideal,G,VVS2,61.9,56.0,7986,6.87,6.83,4.24 +27095,2.52,Ideal,I,SI1,61.5,56.0,17231,8.76,8.69,5.37 +41225,0.43,Premium,G,VVS1,60.9,58.0,1207,4.88,4.91,2.98 +22515,1.66,Premium,E,SI2,62.6,58.0,10553,7.53,7.48,4.7 +8435,1.08,Premium,F,SI2,60.2,59.0,4407,6.6,6.65,3.99 +18160,1.31,Premium,G,SI1,62.2,56.0,7358,7.02,6.97,4.35 +30719,0.35,Fair,E,VVS2,66.2,61.0,738,4.4,4.36,2.9 +36837,0.37,Premium,H,VVS2,61.3,58.0,957,4.63,4.6,2.83 +35137,0.39,Ideal,E,VS1,59.9,57.0,889,4.78,4.8,2.87 +36334,0.32,Premium,G,VVS2,61.7,59.0,936,4.41,4.37,2.71 +3403,0.27,Premium,D,VS2,59.6,61.0,567,4.26,4.23,2.53 +14558,1.0,Premium,D,SI1,60.3,59.0,5880,6.47,6.44,3.89 +47632,0.56,Ideal,H,VVS1,62.3,55.0,1882,5.3,5.26,3.29 +34810,0.31,Ideal,F,VVS1,60.7,56.0,878,4.4,4.37,2.66 +5812,0.91,Premium,E,SI1,61.5,60.0,3911,6.19,6.24,3.82 +13192,1.07,Premium,G,SI1,61.6,58.0,5453,6.6,6.56,4.05 +12540,1.5,Fair,J,SI2,65.5,60.0,5268,7.07,7.03,4.62 +21780,1.57,Premium,I,VS2,62.5,58.0,9847,7.5,7.42,4.66 +41723,0.5,Very Good,D,SI2,63.2,56.0,1243,5.05,5.01,3.18 +12503,1.09,Premium,D,SI2,61.2,60.0,5258,6.64,6.6,4.05 +24660,1.52,Very Good,E,VS2,60.3,59.0,13001,7.43,7.52,4.51 +32761,0.34,Premium,I,VVS1,62.4,59.0,803,4.44,4.4,2.76 +44122,0.5,Ideal,E,VS2,62.3,57.0,1559,5.04,5.08,3.15 +53325,0.78,Ideal,I,VS2,59.8,58.0,2652,5.98,6.02,3.59 +22402,1.5,Good,G,SI1,63.7,59.0,10428,7.19,7.23,4.59 +14159,1.31,Premium,I,SI2,59.1,59.0,5744,7.2,7.15,4.24 +19517,1.09,Ideal,G,VVS2,62.0,54.8,8149,6.6,6.63,4.1 +361,0.82,Good,G,VS2,64.0,57.0,2805,5.92,5.89,3.78 +510,0.7,Ideal,D,SI1,61.4,54.0,2822,5.75,5.71,3.52 +51167,0.71,Very Good,F,SI1,62.1,59.0,2346,5.64,5.73,3.53 +42572,0.38,Premium,E,VVS1,61.9,58.0,1327,4.66,4.62,2.87 +24312,2.0,Good,I,SI1,63.9,57.0,12554,8.01,7.91,5.09 +25709,0.35,Ideal,D,SI1,62.7,56.0,644,4.49,4.51,2.82 +13842,1.23,Ideal,H,SI2,61.4,54.0,5641,6.95,6.94,4.26 +20577,1.71,Premium,J,VS2,60.3,61.0,8887,7.74,7.69,4.65 +30679,0.4,Premium,E,SI1,60.1,59.0,737,4.76,4.82,2.88 +8564,1.01,Very Good,G,SI2,59.3,61.0,4435,6.56,6.52,3.88 +19850,1.5,Very Good,I,SI1,63.1,54.0,8408,7.34,7.31,4.62 +31036,0.31,Good,F,VS2,63.7,59.0,749,4.31,4.26,2.73 +34411,0.3,Ideal,G,IF,62.3,56.0,863,4.31,4.32,2.69 +52106,0.47,Ideal,D,VVS1,62.1,55.0,2460,4.98,5.01,3.1 +36639,0.33,Very Good,D,VVS1,61.2,59.0,948,4.4,4.43,2.7 +28869,0.37,Ideal,H,SI1,59.7,56.0,684,4.71,4.67,2.8 +35679,0.41,Very Good,E,VS2,63.3,56.0,910,4.71,4.74,2.99 +19088,1.02,Good,G,VVS1,63.6,58.0,7861,6.37,6.4,4.06 +48568,0.59,Premium,G,VS1,62.5,53.0,1991,5.46,5.35,3.38 +48294,0.54,Ideal,G,VS1,61.0,57.0,1957,5.25,5.28,3.21 +48004,0.52,Ideal,D,VS2,61.8,56.0,1919,5.17,5.15,3.19 +53440,0.73,Good,H,VS1,64.1,58.8,2673,5.63,5.67,3.62 +31144,0.41,Very Good,F,SI1,62.6,55.0,755,4.74,4.78,2.98 +9447,0.9,Ideal,F,SI2,62.4,55.0,4593,6.17,6.2,3.86 +22537,1.51,Ideal,I,VS1,61.6,56.0,10576,7.37,7.43,4.56 +51670,0.7,Ideal,F,SI2,62.1,57.0,2398,5.65,5.69,3.52 +11532,1.05,Ideal,H,SI1,62.5,56.0,5027,6.52,6.43,4.05 +397,0.3,Premium,H,SI1,60.9,59.0,554,4.31,4.29,2.62 +35512,0.41,Good,E,SI1,63.6,56.0,904,4.73,4.7,3.0 +3532,0.91,Good,D,SI2,64.1,62.0,3408,6.01,6.06,3.87 +36201,0.35,Ideal,H,IF,60.8,56.0,931,4.61,4.63,2.81 +51769,0.7,Ideal,F,SI1,62.1,55.0,2409,5.68,5.72,3.54 +3261,0.93,Fair,G,SI1,64.4,57.0,3358,6.14,6.09,3.94 +13956,1.16,Very Good,G,SI1,60.7,59.0,5678,6.74,6.87,4.13 +44809,0.5,Ideal,E,VS2,60.0,57.0,1624,5.12,5.15,3.08 +7150,1.28,Ideal,F,SI2,59.7,57.0,4179,7.12,7.06,4.23 +53277,0.71,Ideal,G,SI1,61.6,56.0,2649,5.73,5.76,3.54 +38913,0.33,Good,G,IF,57.9,60.0,1052,4.57,4.55,2.64 +17061,0.32,Premium,G,SI1,62.0,55.0,612,4.43,4.41,2.74 +33865,0.3,Ideal,E,VS2,62.1,55.0,844,4.35,4.32,2.69 +13874,1.14,Premium,G,SI1,62.3,59.0,5650,6.69,6.66,4.16 +19425,1.55,Good,J,VS1,62.3,56.0,8076,7.44,7.52,4.66 +52791,0.6,Ideal,H,VVS1,61.0,56.0,2568,5.44,5.47,3.33 +29075,0.32,Ideal,F,VS2,61.9,57.0,688,4.36,4.37,2.71 +25228,1.51,Premium,G,VVS2,62.9,60.0,13828,7.3,7.21,4.56 +4073,0.31,Good,D,SI1,63.5,56.0,571,4.29,4.31,2.73 +21955,1.51,Premium,G,SI1,59.7,58.0,10020,7.5,7.45,4.46 +4402,0.31,Ideal,D,SI1,61.2,55.0,571,4.37,4.49,2.71 +31768,0.32,Ideal,G,VS1,60.7,56.0,773,4.46,4.43,2.7 +35083,0.39,Ideal,F,SI1,61.8,55.0,886,4.7,4.72,2.91 +16860,1.22,Ideal,H,SI1,62.2,54.0,6727,6.83,6.86,4.26 +12948,1.11,Ideal,H,SI1,62.7,56.0,5386,6.65,6.59,4.15 +20917,1.03,Ideal,F,VVS2,61.9,53.0,9131,6.52,6.54,4.04 +23347,0.3,Ideal,G,SI2,61.9,57.0,422,4.28,4.31,2.66 +1667,0.75,Good,D,SI1,63.6,58.0,3024,5.77,5.65,3.63 +34966,0.23,Very Good,F,VVS2,60.8,59.0,472,3.97,3.99,2.42 +44659,0.35,Ideal,D,SI2,61.8,57.0,522,4.53,4.57,2.81 +8783,1.0,Premium,H,SI1,62.2,60.0,4469,6.45,6.34,3.98 +43452,0.5,Very Good,E,SI1,63.3,59.0,1415,5.03,4.99,3.17 +39878,0.35,Premium,G,VVS1,61.8,57.0,1103,4.53,4.5,2.79 +20878,2.02,Fair,J,SI2,67.5,59.0,9095,7.76,7.65,5.2 +28923,0.3,Ideal,H,VVS1,62.4,53.0,684,4.28,4.31,2.68 +93,0.7,Ideal,G,VS2,61.6,56.0,2757,5.7,5.67,3.5 +35218,0.3,Ideal,F,IF,60.9,56.0,892,4.32,4.35,2.64 +11724,0.34,Ideal,G,VS2,61.1,55.0,596,4.52,4.55,2.77 +4409,0.31,Ideal,I,VVS1,62.1,56.0,571,4.35,4.38,2.71 +27459,2.03,Very Good,E,SI2,58.8,59.0,18115,8.23,8.28,4.85 +51642,0.31,Good,G,VS2,63.1,58.0,544,4.3,4.35,2.73 +33630,0.33,Very Good,H,SI1,63.0,56.0,463,4.41,4.42,2.78 +18046,0.3,Very Good,E,VS2,62.6,62.0,614,4.21,4.25,2.65 +39055,0.38,Very Good,F,VS1,62.1,54.7,1058,4.63,4.66,2.89 +6769,0.91,Fair,D,VS2,65.7,58.0,4107,6.04,5.99,3.95 +7859,1.0,Good,H,VS2,63.6,57.0,4305,6.35,6.26,4.01 +3232,1.05,Premium,H,SI2,61.7,59.0,3352,6.59,6.53,4.05 +39271,0.24,Ideal,G,VS1,61.8,54.0,490,4.01,4.02,2.48 +42834,0.58,Ideal,D,SI2,63.4,57.0,1356,5.29,5.34,3.37 +8755,0.91,Very Good,D,SI1,63.2,59.0,4466,6.11,6.14,3.87 +36012,0.39,Ideal,F,SI1,62.5,55.0,921,4.68,4.63,2.91 +51229,0.7,Good,H,VS2,59.1,65.0,2352,5.85,5.75,3.43 +29467,0.32,Ideal,E,VS2,62.0,55.0,702,4.36,4.38,2.71 +31866,0.3,Premium,H,VVS2,61.0,61.0,776,4.32,4.3,2.63 +42483,0.59,Good,F,SI1,59.5,62.0,1318,5.45,5.5,3.26 +5128,0.92,Ideal,F,SI2,61.5,56.0,3763,6.27,6.32,3.87 +9365,0.32,Ideal,D,SI1,61.4,57.0,589,4.41,4.42,2.71 +23384,0.36,Very Good,E,SI1,60.8,59.0,631,4.56,4.59,2.78 +22359,0.31,Ideal,H,VS2,61.5,57.0,628,4.38,4.33,2.68 +52030,0.71,Very Good,I,VVS2,61.5,58.0,2448,5.73,5.81,3.55 +30148,0.32,Premium,E,SI1,61.6,56.0,720,4.41,4.39,2.71 +8122,1.18,Very Good,J,SI2,62.2,58.0,4353,6.74,6.79,4.21 +47753,0.54,Premium,D,VS2,60.9,58.0,1892,5.27,5.31,3.22 +25525,2.0,Very Good,H,SI2,61.0,57.0,14340,8.02,8.18,4.94 +3485,0.9,Premium,I,VS2,61.9,58.0,3398,6.18,6.23,3.84 +29534,0.3,Very Good,F,VS1,59.8,59.0,704,4.3,4.43,2.61 +35807,0.31,Ideal,F,IF,61.3,57.0,914,4.34,4.37,2.67 +46379,0.72,Fair,J,SI2,66.1,55.0,1762,5.51,5.56,3.66 +37939,0.3,Ideal,H,VS2,61.9,54.6,486,4.27,4.33,2.67 +5728,0.25,Very Good,D,VVS2,61.3,59.0,575,4.07,4.12,2.51 +13611,1.02,Ideal,H,VS1,62.2,56.0,5569,6.48,6.42,4.01 +42708,0.5,Good,F,VS2,65.3,57.0,1339,4.93,4.97,3.23 +17475,1.34,Ideal,I,VS1,62.2,57.0,7016,7.02,7.06,4.38 +40583,0.41,Premium,E,VS1,60.7,58.0,1153,4.83,4.79,2.92 +20523,1.2,Ideal,H,VS1,60.9,57.0,8852,6.87,6.9,4.19 +27000,2.53,Fair,H,SI2,64.6,59.0,17103,8.54,8.45,5.4 +26236,2.02,Very Good,H,SI2,62.7,59.0,15666,8.04,7.98,5.02 +18637,1.2,Good,G,VS2,63.3,58.0,7603,6.66,6.74,4.24 +24637,1.59,Ideal,H,VVS2,62.6,54.0,12971,7.43,7.47,4.67 +5672,0.91,Very Good,G,SI1,62.2,57.0,3884,6.12,6.17,3.82 +43742,0.51,Good,H,VS1,63.7,55.0,1438,5.07,5.1,3.24 +2914,0.94,Fair,H,SI1,68.4,53.0,3285,6.05,5.97,4.11 +7060,0.33,Premium,I,VVS2,61.0,58.0,579,4.42,4.46,2.71 +4511,1.02,Good,F,SI2,59.6,64.0,3633,6.58,6.55,3.91 +44768,0.53,Ideal,D,SI1,61.6,56.0,1621,5.2,5.23,3.21 +37639,0.4,Ideal,D,SI1,62.0,56.0,990,4.71,4.68,2.91 +14595,1.06,Premium,H,VS2,62.0,58.0,5889,6.57,6.5,4.05 +11690,1.29,Ideal,D,I1,61.3,56.0,5065,6.99,7.05,4.3 +3627,0.9,Premium,I,VS2,59.8,61.0,3431,6.22,6.13,3.69 +34703,0.31,Ideal,F,IF,62.2,56.0,874,4.31,4.34,2.69 +44050,0.51,Good,D,VS2,63.7,57.0,1549,5.0,5.05,3.2 +34603,0.27,Very Good,E,VS1,62.9,56.0,470,4.12,4.15,2.6 +20789,1.52,Premium,E,SI2,60.8,60.0,9028,7.36,7.42,4.49 +39031,0.36,Ideal,G,VVS1,60.9,55.0,1056,4.64,4.68,2.84 +8319,1.0,Very Good,E,SI2,63.3,55.0,4390,6.29,6.25,3.97 +201,0.7,Very Good,E,SI1,59.9,63.0,2777,5.76,5.7,3.43 +18976,1.21,Ideal,H,VS1,62.4,53.0,7811,6.83,6.86,4.27 +20708,0.31,Ideal,F,VS2,62.1,57.0,625,4.34,4.36,2.7 +40418,0.5,Ideal,J,VS1,61.4,58.0,1134,5.14,5.09,3.15 +5808,0.9,Very Good,G,VS2,59.0,58.0,3910,6.25,6.29,3.7 +13017,1.2,Very Good,I,SI1,62.2,55.0,5408,6.75,6.92,4.25 +3271,1.0,Good,I,SI1,64.3,57.0,3360,6.29,6.25,4.03 +15322,1.04,Good,G,VS1,58.9,64.0,6151,6.6,6.64,3.9 +25095,1.72,Good,F,SI1,64.3,60.0,13622,7.56,7.52,4.85 +30289,0.3,Premium,D,SI2,60.9,58.0,447,4.29,4.32,2.62 +40144,0.49,Very Good,F,SI1,62.5,57.0,1116,4.99,5.02,3.13 +32986,0.3,Ideal,E,VVS2,61.0,56.0,812,4.33,4.39,2.66 +42124,0.5,Ideal,H,VS2,62.3,54.0,1279,5.11,5.13,3.19 +14679,1.09,Ideal,F,SI1,62.0,56.0,5922,6.61,6.59,4.09 +43145,0.52,Very Good,H,VS2,61.4,55.0,1389,5.19,5.24,3.2 +31911,0.3,Ideal,G,VS1,62.6,57.0,776,4.29,4.27,2.68 +7046,1.02,Good,F,SI2,63.8,53.0,4162,6.37,6.46,4.09 +22063,1.82,Very Good,J,VS1,62.2,56.0,10090,7.83,7.96,4.91 +7994,1.01,Good,G,SI2,63.8,56.0,4327,6.32,6.28,4.02 +37228,0.4,Premium,E,VS2,61.9,59.0,975,4.75,4.72,2.93 +25075,1.5,Very Good,G,VS1,60.2,58.0,13596,7.38,7.41,4.45 +1146,0.77,Ideal,D,SI2,60.6,56.0,2922,5.95,5.9,3.59 +21924,1.54,Ideal,I,VS2,61.9,55.8,9998,7.38,7.43,4.58 +25319,2.13,Very Good,J,SI1,62.8,58.0,13996,8.13,8.17,5.12 +43892,0.32,Ideal,G,SI1,62.3,57.0,508,4.38,4.41,2.74 +51275,0.72,Ideal,F,SI2,62.0,57.0,2359,5.72,5.76,3.56 +2521,0.71,Very Good,D,VS2,59.7,55.0,3203,5.85,5.88,3.5 +20730,0.31,Good,G,VS1,63.2,56.0,625,4.29,4.32,2.72 +19579,1.54,Ideal,J,VS1,62.0,53.0,8207,7.41,7.49,4.62 +31538,0.3,Ideal,E,VVS2,61.9,59.0,766,4.27,4.3,2.65 +42060,0.56,Ideal,H,SI1,61.9,54.0,1270,5.3,5.33,3.29 +43260,0.55,Good,F,SI1,64.3,57.9,1400,5.16,5.21,3.33 +43625,0.38,Ideal,E,IF,62.7,55.0,1433,4.61,4.67,2.91 +26535,3.67,Premium,I,I1,62.4,56.0,16193,9.86,9.81,6.13 +52422,0.7,Premium,D,SI1,61.2,58.0,2512,5.74,5.7,3.5 +8937,1.01,Ideal,F,SI2,62.5,55.0,4497,6.4,6.39,4.0 +22834,1.02,Premium,E,VVS1,62.2,57.0,10867,6.59,6.4,4.04 +48394,0.5,Good,G,VVS1,60.0,62.0,1966,5.12,5.18,3.09 +35756,0.39,Very Good,G,VVS1,62.3,59.0,912,4.63,4.68,2.9 +5623,0.91,Very Good,E,SI2,62.8,59.0,3876,6.1,6.16,3.85 +20034,0.32,Premium,G,SI2,62.7,58.0,421,4.35,4.39,2.74 +10916,1.2,Ideal,I,SI2,59.6,61.0,4890,6.95,6.97,4.15 +31400,0.3,Ideal,G,VVS1,62.1,57.0,764,4.27,4.29,2.66 +2782,0.9,Very Good,H,SI2,64.1,59.0,3255,5.97,6.07,3.86 +23590,1.7,Ideal,H,VS2,62.3,57.0,11605,7.68,7.65,4.78 +47577,0.6,Premium,E,VS1,61.0,61.0,1875,5.46,5.39,3.31 +5908,0.81,Ideal,F,VS1,61.5,55.0,3933,6.01,5.96,3.68 +48662,0.73,Very Good,H,SI1,62.2,57.0,2001,5.77,5.8,3.6 +52144,0.7,Ideal,I,VS1,61.8,55.0,2469,5.67,5.72,3.52 +35207,0.33,Premium,I,IF,62.0,58.0,891,4.46,4.44,2.76 +12634,1.0,Premium,F,SI1,61.6,61.0,5292,6.37,6.3,3.9 +40883,0.38,Ideal,E,VVS2,61.9,57.0,1176,4.65,4.63,2.87 +29322,0.31,Ideal,H,VS1,62.2,57.0,698,4.37,4.34,2.71 +31836,0.34,Very Good,G,VVS2,61.4,59.0,775,4.47,4.52,2.76 +15998,1.35,Premium,G,SI2,58.4,59.0,6400,7.32,7.28,4.26 +2917,0.96,Very Good,I,SI2,62.7,58.0,3286,6.2,6.24,3.9 +4287,0.7,Ideal,E,VVS2,62.2,54.0,3585,5.68,5.74,3.55 +23539,2.0,Premium,G,SI2,61.4,59.0,11544,8.14,8.06,4.97 +19092,1.8,Ideal,D,SI2,62.9,54.0,7862,7.77,7.74,4.88 +39203,0.38,Premium,G,VVS1,61.3,57.0,1064,4.68,4.62,2.85 +22114,1.5,Very Good,G,SI1,63.1,59.0,10139,7.22,7.27,4.57 +17723,0.33,Very Good,H,VVS2,61.8,57.0,614,4.43,4.46,2.74 +5321,0.9,Very Good,D,SI2,61.0,59.0,3806,6.14,6.18,3.76 +40636,0.41,Premium,E,VS1,62.0,60.0,1153,4.78,4.74,2.95 +50396,0.59,Very Good,D,VS1,62.6,58.0,2254,5.34,5.39,3.36 +6592,1.19,Premium,G,SI2,62.4,59.0,4078,6.74,6.71,4.2 +9351,0.9,Ideal,H,VS2,59.9,57.0,4584,6.27,6.31,3.77 +33806,0.32,Premium,E,VVS2,61.5,58.0,842,4.36,4.42,2.7 +43938,0.3,Very Good,D,SI1,58.8,57.0,515,4.4,4.44,2.6 +43715,0.45,Good,G,IF,59.6,61.0,1437,5.0,5.04,2.99 +18921,1.2,Ideal,H,VS1,62.3,54.0,7768,6.78,6.86,4.25 +11754,1.08,Premium,H,SI1,62.6,58.0,5078,6.53,6.56,4.1 +37661,0.42,Premium,F,SI1,61.5,58.0,992,4.83,4.8,2.96 +20977,1.53,Ideal,I,VS2,61.7,57.0,9189,7.36,7.41,4.56 +44369,0.51,Ideal,F,SI1,61.5,55.0,1580,5.13,5.18,3.17 +15011,1.23,Ideal,H,SI1,62.3,57.0,6046,6.89,6.85,4.28 +43399,0.64,Fair,I,VS2,55.3,69.0,1411,5.85,5.69,3.19 +13041,0.36,Ideal,F,SI1,62.0,56.0,600,4.54,4.59,2.83 +24579,1.7,Very Good,H,VS2,62.8,58.0,12874,7.52,7.57,4.74 +2088,0.79,Premium,D,SI1,61.4,59.0,3112,5.89,5.96,3.64 +17042,0.3,Very Good,E,VS2,60.7,63.0,612,4.32,4.35,2.63 +32110,0.47,Ideal,H,SI2,62.4,53.0,782,4.98,5.02,3.12 +4384,0.31,Very Good,D,SI1,62.9,57.0,571,4.27,4.32,2.7 +47399,0.7,Premium,D,SI2,58.6,60.0,1848,5.89,5.78,3.42 +16343,1.0,Ideal,H,VVS1,61.5,59.0,6535,6.37,6.41,3.93 +34696,0.3,Ideal,F,IF,60.8,57.0,873,4.34,4.38,2.65 +12603,0.75,Ideal,F,VVS1,60.6,57.0,5288,5.88,5.94,3.59 +713,0.98,Fair,E,SI2,53.3,67.0,2855,6.82,6.74,3.61 +45790,0.54,Premium,E,VS2,60.0,58.0,1709,5.34,5.29,3.19 +51583,0.73,Very Good,H,SI1,59.5,58.0,2393,5.85,5.91,3.5 +15723,1.0,Premium,G,VS1,62.4,62.0,6290,6.37,6.33,3.96 +3715,0.84,Very Good,E,SI1,58.8,58.0,3453,6.16,6.28,3.66 +33869,0.3,Ideal,E,VS2,61.5,55.0,844,4.34,4.31,2.66 +6579,1.0,Fair,E,SI2,64.6,60.0,4077,6.23,6.18,4.01 +4498,0.9,Ideal,H,SI1,62.8,57.0,3629,6.16,6.14,3.86 +36659,0.3,Ideal,E,VVS2,61.4,55.0,949,4.33,4.36,2.67 +5387,0.3,Premium,G,SI1,58.8,60.0,574,4.39,4.35,2.57 +39679,0.7,Fair,F,I1,66.2,59.0,1087,5.59,5.4,3.65 +5608,0.9,Very Good,I,VVS1,63.4,57.0,3872,6.09,6.12,3.87 +52300,0.25,Very Good,F,IF,59.4,62.0,548,4.12,4.13,2.45 +36342,0.32,Ideal,G,VVS2,62.4,54.0,936,4.38,4.37,2.73 +21559,1.0,Good,F,IF,60.7,64.0,9660,6.42,6.4,3.89 +33474,0.32,Ideal,F,VS2,61.1,57.0,828,4.44,4.4,2.7 +1380,0.79,Ideal,H,VS2,62.0,56.0,2967,5.91,5.93,3.67 +3280,0.78,Ideal,F,SI1,61.3,56.0,3362,5.92,6.0,3.64 +18726,1.5,Fair,F,SI2,65.4,58.0,7644,7.17,7.1,4.67 +17252,1.09,Ideal,G,VS2,62.0,54.0,6905,6.61,6.65,4.11 +36762,0.51,Very Good,I,SI2,61.2,56.0,956,5.12,5.14,3.14 +30389,0.33,Ideal,H,VVS1,61.6,55.0,730,4.45,4.48,2.75 +8390,0.26,Very Good,E,VVS2,60.9,58.0,584,4.13,4.15,2.52 +29018,0.31,Ideal,G,VVS2,61.8,54.0,687,4.36,4.38,2.7 +12386,0.33,Ideal,G,VS2,61.3,57.0,598,4.45,4.49,2.74 +53776,0.81,Ideal,F,SI2,62.9,57.0,2726,5.97,5.93,3.74 +6080,1.02,Very Good,D,SI2,61.3,62.0,3971,6.42,6.46,3.95 +15319,1.22,Premium,I,VS2,60.6,58.0,6149,6.93,6.89,4.19 +13515,1.01,Premium,E,SI1,59.8,59.0,5543,6.52,6.48,3.89 +6552,1.01,Good,F,SI2,63.6,59.0,4072,6.38,6.34,4.04 +33098,0.29,Ideal,F,VVS1,61.7,55.0,815,4.25,4.28,2.63 +10920,1.03,Ideal,F,SI2,60.9,56.0,4891,6.56,6.51,3.98 +14508,1.09,Premium,H,VS1,60.2,59.0,5860,6.71,6.67,4.03 +12265,1.0,Premium,H,VS2,59.3,61.0,5208,6.47,6.45,3.83 +16759,1.2,Very Good,H,VVS1,63.3,56.0,6672,6.75,6.7,4.26 +43314,0.55,Ideal,H,VS2,62.5,54.0,1402,5.24,5.29,3.29 +49892,0.54,Ideal,G,IF,61.5,56.0,2177,5.28,5.25,3.24 +31436,0.3,Ideal,H,IF,62.0,57.0,764,4.26,4.29,2.65 +7960,1.0,Very Good,E,SI2,63.9,57.0,4321,6.24,6.27,4.0 +12356,1.04,Very Good,E,SI1,60.8,60.0,5231,6.49,6.56,3.97 +17113,1.01,Good,F,VS1,61.2,56.0,6825,6.42,6.49,3.95 +34350,0.33,Ideal,I,IF,61.2,56.0,862,4.46,4.49,2.74 +23732,1.36,Very Good,G,VVS2,60.8,60.0,11774,7.12,7.16,4.34 +51877,0.71,Premium,I,VVS2,61.9,60.0,2428,5.69,5.75,3.54 +46932,0.52,Premium,G,VS1,62.6,59.0,1815,5.11,5.08,3.19 +32769,0.34,Premium,D,SI1,59.8,61.0,803,4.53,4.5,2.7 +11747,1.06,Premium,H,SI1,61.0,58.0,5075,6.61,6.57,4.02 +20363,1.51,Very Good,I,SI1,63.0,59.0,8758,7.26,7.31,4.59 +46791,0.46,Good,F,IF,56.2,61.0,1806,5.16,5.24,2.92 +47891,0.74,Very Good,J,SI1,62.2,59.0,1913,5.74,5.81,3.59 +19687,0.32,Very Good,F,VS2,61.5,59.7,624,4.32,4.39,2.68 +34768,0.41,Ideal,E,SI2,62.8,57.0,876,4.73,4.7,2.96 +47328,0.23,Very Good,D,VVS2,62.0,58.0,530,3.94,3.96,2.45 +49051,0.7,Premium,G,SI2,58.1,60.0,2056,5.81,5.79,3.37 +34903,0.33,Ideal,F,VVS1,61.7,55.0,880,4.42,4.46,2.74 +31672,0.26,Very Good,E,VVS2,63.1,59.0,769,4.08,4.04,2.56 +11510,1.06,Ideal,H,SI1,62.1,56.0,5020,6.51,6.57,4.06 +47686,0.51,Premium,F,VVS2,61.2,59.0,1882,5.19,5.1,3.15 +19712,1.01,Premium,D,VS1,60.0,58.0,8286,6.6,6.54,3.94 +17803,1.0,Very Good,G,VVS2,63.0,56.0,7177,6.37,6.4,4.02 +8363,1.01,Very Good,E,SI1,61.0,56.0,4399,6.47,6.54,3.97 +474,0.72,Very Good,G,VS1,63.8,58.0,2819,5.64,5.68,3.61 +23277,1.56,Premium,F,SI1,60.1,60.0,11299,7.56,7.52,4.53 +4273,0.79,Premium,E,VS1,62.6,56.0,3583,5.92,5.87,3.69 +22962,1.37,Ideal,G,VS1,61.1,55.0,11009,7.2,7.16,4.39 +39413,0.41,Ideal,F,VS1,62.0,55.0,1076,4.81,4.77,2.97 +8664,1.04,Ideal,G,SI2,61.7,56.0,4455,6.57,6.52,4.04 +42240,0.54,Very Good,G,SI1,60.3,57.0,1292,5.24,5.4,3.21 +1688,0.71,Very Good,D,VS2,63.0,57.0,3033,5.67,5.7,3.58 +52852,0.67,Ideal,G,VVS1,62.4,55.0,2577,5.6,5.62,3.5 +6034,0.3,Very Good,E,VS2,62.1,62.0,575,4.21,4.26,2.63 +40746,0.41,Ideal,H,VS2,60.7,55.0,1163,4.83,4.86,2.94 +8116,1.01,Ideal,G,SI2,62.1,57.0,4350,6.48,6.44,4.01 +46250,0.53,Ideal,D,SI1,62.2,56.0,1753,5.23,5.19,3.24 +36258,0.34,Ideal,F,VVS1,62.9,56.0,935,4.45,4.48,2.81 +41187,0.39,Ideal,G,IF,61.6,56.0,1201,4.69,4.73,2.9 +20296,1.51,Ideal,H,SI2,62.1,57.0,8710,7.38,7.34,4.57 +2380,0.32,Premium,G,VS2,60.8,59.0,561,4.41,4.44,2.69 +15684,1.01,Very Good,F,VS2,63.7,56.0,6289,6.29,6.34,4.02 +49190,0.51,Ideal,E,VS1,61.8,55.0,2075,5.15,31.8,5.12 +3809,1.25,Good,I,SI2,60.5,64.0,3465,6.91,6.82,4.15 +33902,0.3,Ideal,E,VS2,62.3,57.0,844,4.3,4.27,2.67 +12883,1.02,Ideal,G,SI1,60.6,57.0,5367,6.49,6.52,3.94 +14172,1.01,Premium,E,SI1,61.0,59.0,5749,6.47,6.44,3.94 +15573,1.56,Good,G,SI2,63.7,54.0,6246,7.35,7.31,4.67 +8768,1.06,Ideal,G,SI2,62.2,57.0,4467,6.51,6.49,4.04 +16327,1.08,Premium,G,VS2,59.4,59.0,6532,6.75,6.68,3.99 +2989,0.71,Ideal,E,VS2,61.8,57.0,3301,5.69,5.74,3.53 +19794,1.22,Premium,G,VS2,61.8,58.0,8362,6.91,6.84,4.25 +13817,1.09,Premium,E,SI1,62.5,59.0,5628,6.58,6.53,4.1 +38129,0.3,Ideal,G,VVS1,61.3,56.0,1013,4.34,4.3,2.65 +34004,0.42,Ideal,G,VS2,61.2,56.0,847,4.8,4.84,2.95 +15340,1.01,Very Good,F,VS2,62.0,59.0,6159,6.38,6.42,3.97 +47620,0.55,Premium,G,VS1,62.0,57.0,1881,5.3,5.25,3.27 +47750,0.54,Very Good,D,VS2,61.7,58.0,1892,5.16,5.24,3.21 +15132,1.16,Ideal,H,SI1,61.8,54.0,6084,6.74,6.81,4.19 +46890,0.47,Ideal,G,IF,62.1,54.0,1814,4.99,5.02,3.11 +44692,0.51,Very Good,E,VS2,61.4,56.0,1612,5.15,5.18,3.17 +7634,1.11,Premium,J,VS2,62.6,59.0,4265,6.6,6.56,4.12 +10767,0.89,Ideal,F,VS2,61.5,55.0,4854,6.18,6.21,3.81 +21098,1.72,Premium,H,SI1,62.0,57.0,9266,7.67,7.63,4.74 +26923,2.28,Premium,H,SI2,61.9,61.0,16954,8.42,8.32,5.18 +3378,0.31,Very Good,G,SI2,62.3,57.0,408,4.33,4.37,2.71 +19395,1.53,Very Good,J,VS1,62.8,59.0,8058,7.31,7.34,4.6 +18986,1.01,Ideal,G,VS2,62.1,59.0,7814,6.39,6.43,3.98 +50888,0.6,Premium,F,VVS2,62.4,56.0,2316,5.44,5.39,3.38 +41969,0.23,Very Good,E,VVS2,61.2,60.0,505,3.92,3.96,2.41 +9073,1.03,Very Good,H,SI1,61.1,59.0,4520,6.5,6.56,3.99 +41868,0.38,Premium,D,VVS2,61.9,56.0,1257,4.65,4.63,2.87 +135,0.77,Very Good,H,VS1,61.3,60.0,2765,5.88,5.9,3.61 +11849,0.91,Premium,E,VS1,60.6,58.0,5101,6.32,6.25,3.81 +17602,1.33,Ideal,H,SI1,62.7,56.0,7088,6.99,7.04,4.4 +40002,0.41,Ideal,F,VS2,62.3,57.0,1107,4.78,4.75,2.97 +25974,2.16,Very Good,G,SI2,62.6,55.0,15166,8.2,8.25,5.14 +12284,1.36,Very Good,J,SI2,62.6,58.0,5215,7.0,7.12,4.42 +47287,0.3,Very Good,J,VS1,62.4,58.0,394,4.26,4.3,2.67 +33280,0.23,Good,E,VVS1,62.8,62.0,462,3.9,3.93,2.46 +27323,2.01,Premium,H,SI1,61.1,60.0,17849,8.15,8.11,4.97 +37044,0.34,Ideal,D,VS2,61.0,56.0,967,4.51,4.54,2.76 +14812,1.04,Very Good,G,VS2,61.3,58.0,5964,6.45,6.53,3.98 +24092,1.26,Ideal,F,VVS2,62.3,57.0,12237,6.87,6.92,4.3 +36260,0.43,Ideal,G,SI2,61.3,56.0,935,4.89,4.87,2.99 +23587,1.55,Very Good,H,VS2,61.3,61.0,11602,7.39,7.46,4.55 +49207,0.66,Ideal,D,SI1,62.7,55.0,2079,5.56,5.61,3.5 +15343,1.01,Very Good,F,VS2,61.3,61.0,6159,6.34,6.38,3.9 +38244,0.32,Ideal,E,IF,62.3,54.0,1018,4.38,4.41,2.74 +45112,0.53,Ideal,F,VS2,62.2,55.0,1650,5.16,5.19,3.22 +45109,0.56,Ideal,E,SI1,61.6,55.0,1649,5.31,5.33,3.28 +12463,1.27,Premium,I,SI2,61.4,59.0,5249,6.98,6.94,4.27 +36815,0.3,Very Good,G,IF,63.5,55.0,956,4.28,4.26,2.71 +49113,0.5,Good,D,VVS2,57.8,62.0,2065,5.23,5.28,3.04 +8473,1.01,Premium,F,SI2,62.6,60.0,4416,6.35,6.37,3.98 +47479,0.6,Ideal,G,VS2,60.4,57.0,1861,5.49,5.51,3.32 +29529,0.3,Ideal,E,VS1,62.2,53.8,703,4.3,4.33,2.68 +23578,1.5,Premium,F,SI1,61.4,59.0,11588,7.34,7.31,4.5 +45890,0.58,Very Good,D,SI1,63.5,58.0,1720,5.29,5.32,3.37 +24680,1.58,Very Good,G,VS2,59.6,58.0,13037,7.59,7.69,4.55 +41109,0.59,Ideal,F,SI2,61.7,54.0,1195,5.38,5.44,3.34 +16296,1.22,Ideal,F,SI2,62.5,56.0,6518,6.85,6.81,4.27 +15590,1.35,Premium,J,VS2,60.5,56.0,6254,7.19,7.12,4.33 +45924,0.53,Ideal,G,VS1,62.6,54.0,1721,5.16,5.19,3.24 +4157,0.85,Ideal,I,VS1,61.9,56.0,3548,6.08,6.1,3.77 +35809,0.31,Ideal,F,IF,62.1,54.0,914,4.33,4.37,2.7 +23459,1.71,Ideal,I,VS2,60.5,56.0,11455,7.71,7.73,4.67 +5067,0.3,Good,G,SI1,63.8,56.0,574,4.3,4.26,2.73 +51751,0.82,Premium,I,SI1,62.6,57.0,2405,5.98,5.94,3.73 +17976,1.05,Ideal,G,VS1,62.2,53.0,7270,6.51,6.55,4.06 +1560,0.61,Ideal,E,VS1,61.3,54.0,3004,5.53,5.5,3.38 +41710,0.51,Very Good,F,SI2,62.3,55.0,1243,5.13,5.15,3.2 +26101,3.04,Very Good,I,SI2,63.2,59.0,15354,9.14,9.07,5.75 +5784,1.04,Premium,H,SI1,60.0,58.0,3902,6.59,6.52,3.93 +2447,1.03,Good,J,SI2,56.2,62.0,3188,6.69,6.73,3.77 +47230,0.7,Good,H,SI1,65.4,59.0,1840,5.46,5.52,3.59 +15410,1.32,Premium,I,SI1,62.2,58.0,6171,6.99,7.04,4.36 +37557,0.31,Ideal,G,IF,61.0,56.0,988,4.39,4.37,2.67 +24246,2.04,Premium,H,SI1,60.6,61.0,12454,8.15,8.09,4.92 +696,0.79,Ideal,D,SI2,62.8,57.0,2853,5.9,5.85,3.69 +17154,1.03,Very Good,D,VS1,59.6,61.0,6848,6.57,6.62,3.93 +40294,0.4,Ideal,H,VVS2,62.3,57.0,1125,4.73,4.71,2.94 +21478,1.2,Very Good,F,VS1,58.7,59.0,9574,6.89,7.07,4.1 +42382,0.6,Fair,G,SI1,64.5,56.0,1305,5.27,5.24,3.39 +4736,0.3,Ideal,F,VS2,62.3,55.0,573,4.3,4.34,2.69 +23430,1.28,Ideal,E,VS1,61.7,57.0,11419,6.93,6.97,4.29 +8654,0.71,Ideal,F,VVS1,62.0,56.0,4454,5.72,5.77,3.56 +7791,0.9,Very Good,E,SI2,59.9,57.0,4288,6.25,6.34,3.77 +16009,1.17,Ideal,I,SI1,61.7,56.0,6405,6.73,6.78,4.17 +28244,0.33,Very Good,F,VS2,61.9,57.0,666,4.42,4.44,2.74 +3821,0.73,Ideal,E,VS2,61.7,57.0,3470,5.75,5.78,3.55 +25838,1.71,Premium,E,SI1,59.1,58.0,14882,7.76,7.8,4.6 +25885,1.6,Ideal,G,VS2,61.9,56.0,15000,7.53,7.47,4.64 +15341,1.01,Very Good,F,VS2,61.5,57.0,6159,6.4,6.48,3.96 +26397,2.14,Premium,I,SI1,61.3,61.0,15913,8.32,8.28,5.09 +20515,1.02,Ideal,G,VVS2,62.1,54.0,8847,6.54,6.51,4.05 +26318,1.61,Ideal,F,VS2,62.1,57.0,15819,7.49,7.56,4.67 +26548,2.01,Good,F,SI2,64.1,57.0,16231,7.82,7.78,5.0 +26577,2.01,Premium,H,SI2,60.5,61.0,16287,8.14,8.09,4.91 +49853,0.71,Very Good,G,SI2,62.4,59.0,2171,5.68,5.7,3.55 +19988,1.6,Premium,F,SI2,60.5,60.0,8530,7.55,7.52,4.56 +48816,0.56,Very Good,E,VS1,62.0,58.9,2027,5.25,5.29,3.27 +10332,1.02,Very Good,G,SI1,60.8,60.0,4766,6.5,6.55,3.97 +2051,0.32,Good,E,SI1,63.1,56.0,561,4.36,4.39,2.76 +30411,0.32,Ideal,H,VVS1,61.6,55.0,730,4.4,4.43,2.72 +38422,0.3,Premium,E,IF,61.0,59.0,1026,4.29,4.33,2.63 +44573,0.52,Very Good,F,VS2,62.4,57.0,1607,5.12,5.13,3.2 +34188,0.33,Ideal,G,VS1,62.3,57.0,854,4.42,4.38,2.74 +5896,1.04,Ideal,J,SI1,61.1,57.0,3931,6.57,6.52,4.0 +2487,0.71,Ideal,G,VS1,62.3,54.0,3195,5.68,5.72,3.55 +32118,0.39,Very Good,H,VVS2,62.4,57.0,784,4.67,4.7,2.92 +36195,0.4,Ideal,G,VVS2,61.6,56.0,931,4.76,4.79,2.94 +52658,0.73,Very Good,F,SI1,60.4,57.0,2549,5.86,5.89,3.55 +14037,1.25,Ideal,H,SI2,61.2,57.0,5706,6.89,6.93,4.23 +32178,0.39,Premium,G,VS2,61.2,60.0,787,4.68,4.73,2.88 +16175,1.0,Ideal,G,VS1,62.7,54.0,6465,6.42,6.37,4.01 +21451,1.72,Premium,H,SI1,62.2,59.0,9551,7.62,7.55,4.72 +29936,0.34,Ideal,E,SI1,62.2,54.0,714,4.5,4.47,2.79 +39986,0.41,Ideal,F,VS2,61.0,57.0,1107,4.81,4.76,2.92 +20413,1.02,Premium,F,VVS2,60.9,59.0,8774,6.56,6.44,3.96 +9108,0.85,Premium,F,VVS2,61.2,60.0,4530,6.1,6.13,3.74 +32393,0.4,Very Good,G,VS1,60.8,59.0,791,4.75,4.83,2.91 +28428,0.3,Ideal,D,VS2,61.4,54.0,670,4.34,4.39,2.68 +6385,0.25,Very Good,E,VVS1,62.9,59.0,576,3.99,4.02,2.52 +22513,1.57,Ideal,E,SI2,61.4,56.0,10550,7.52,7.44,4.59 +16164,1.22,Ideal,I,VS1,62.3,54.0,6459,6.82,6.86,4.26 +21079,1.5,Premium,H,VS2,62.1,59.0,9253,7.26,7.2,4.49 +7826,0.9,Good,G,VS2,61.5,61.0,4296,6.18,6.21,3.81 +41005,0.55,Ideal,F,SI2,61.7,55.0,1183,5.26,5.28,3.25 +48000,0.31,Premium,D,SI1,60.6,59.0,533,4.35,4.39,2.65 +7925,1.04,Very Good,H,SI1,63.1,58.0,4316,6.43,6.37,4.04 +18893,1.07,Ideal,G,VS1,62.2,56.0,7748,6.53,6.56,4.07 +10568,0.91,Premium,D,SI1,60.2,58.0,4816,6.31,6.28,3.79 +14532,1.21,Very Good,I,VS1,61.2,58.0,5866,6.85,6.91,4.21 +30485,0.31,Premium,D,SI1,61.2,60.0,732,4.41,4.35,2.68 +49258,0.71,Good,I,SI1,60.9,64.0,2087,5.72,5.67,3.47 +2655,0.7,Very Good,F,VVS2,58.7,63.0,3234,5.82,5.79,3.41 +12126,1.02,Premium,G,SI1,61.7,58.0,5169,6.47,6.37,3.96 +43856,0.55,Ideal,G,VS2,62.4,56.0,1448,5.23,5.25,3.27 +1777,0.72,Good,E,VS1,57.9,60.0,3048,5.97,5.91,3.44 +8628,1.06,Ideal,I,VS2,62.3,56.0,4449,6.51,6.56,4.07 +34197,0.33,Ideal,F,VS2,61.9,55.0,854,4.46,4.43,2.75 +25065,2.01,Fair,H,SI2,65.8,63.0,13587,7.77,7.68,5.08 +1063,0.31,Premium,H,SI1,62.7,58.0,558,4.34,4.31,2.71 +11195,1.0,Ideal,G,SI1,62.2,57.0,4956,6.45,6.38,3.99 +20585,1.5,Very Good,I,VS2,62.5,59.0,8893,7.26,7.3,4.55 +53569,0.7,Good,E,SI1,60.4,61.0,2696,5.73,5.76,3.47 +46754,0.46,Ideal,G,VVS1,61.6,55.0,1800,5.0,5.03,3.09 +31565,0.31,Ideal,D,VVS2,62.4,56.0,766,4.34,4.38,2.72 +34543,0.35,Ideal,H,IF,61.5,57.0,868,4.55,4.58,2.8 +6695,0.31,Ideal,G,SI2,61.7,56.0,408,4.34,4.38,2.69 +29586,0.43,Ideal,J,VS1,61.9,55.5,706,4.81,4.84,2.99 +49956,0.3,Ideal,H,SI1,63.0,54.0,540,4.3,4.27,2.7 +43605,0.31,Good,G,VS2,57.6,62.0,507,4.46,4.5,2.58 +31037,0.37,Premium,H,VS2,61.4,58.0,749,4.64,4.61,2.84 +40009,0.41,Premium,F,VS2,62.6,57.0,1107,4.74,4.71,2.96 +52371,0.7,Premium,F,SI1,62.1,58.0,2504,5.64,5.7,3.52 +25627,2.29,Ideal,J,SI2,62.8,56.0,14500,8.36,8.39,5.25 +11610,1.05,Very Good,H,SI1,60.2,62.0,5047,6.52,6.57,3.94 +12981,1.11,Ideal,H,SI1,62.5,56.0,5395,6.65,6.63,4.15 +26412,2.5,Premium,H,SI2,62.4,59.0,15934,8.61,8.54,5.35 +18260,1.55,Ideal,J,VS2,61.7,57.0,7416,7.37,7.42,4.56 +21666,1.5,Ideal,I,VS2,62.6,57.0,9761,7.31,7.26,4.56 +50584,0.7,Very Good,G,SI1,62.7,55.0,2281,5.63,5.66,3.54 +2339,0.74,Ideal,F,VS1,62.3,57.0,3170,5.79,5.77,3.6 +47308,0.24,Very Good,I,VS1,61.8,56.0,397,3.98,4.01,2.46 +52564,0.7,Premium,I,VVS1,61.2,59.0,2536,5.69,5.65,3.47 +27121,2.05,Ideal,H,SI1,62.4,57.0,17294,8.14,8.08,5.06 +25547,1.51,Premium,G,VS1,60.1,58.0,14375,7.45,7.48,4.49 +13291,1.21,Ideal,J,SI1,62.7,55.0,5489,6.84,6.79,4.27 +25318,1.58,Premium,D,SI1,62.7,60.0,13995,7.41,7.37,4.63 +21572,1.2,Premium,G,VS2,62.5,58.0,9677,6.74,6.67,4.19 +9893,1.08,Very Good,G,SI2,62.8,56.0,4685,6.48,6.6,4.11 +10166,1.38,Fair,G,SI2,61.2,59.0,4730,7.19,7.13,4.38 +53851,0.71,Very Good,F,SI1,61.1,58.0,2742,5.71,5.77,3.51 +19581,1.01,Very Good,F,VVS2,59.8,58.0,8212,6.47,6.55,3.89 +13749,1.04,Good,D,SI1,63.7,58.0,5605,6.39,6.43,4.08 +27401,2.08,Ideal,J,IF,61.0,55.0,17986,8.32,8.25,5.05 +40112,0.41,Premium,F,VVS2,60.1,59.0,1115,4.79,4.82,2.89 +33387,0.32,Ideal,E,VVS1,61.6,56.0,827,4.37,4.43,2.71 +13570,1.0,Ideal,E,SI1,61.4,57.0,5555,6.43,6.5,3.97 +2543,0.75,Very Good,E,VS2,62.8,55.0,3206,5.77,5.79,3.63 +21101,1.0,Premium,D,VVS2,58.3,61.0,9274,6.55,6.48,3.8 +14962,1.21,Ideal,G,VS1,62.5,57.0,6025,6.77,6.7,4.21 +20331,1.5,Good,I,SI1,64.0,60.0,8736,7.25,7.13,4.6 +43994,0.3,Very Good,F,SI2,62.2,58.0,394,4.22,4.33,2.66 +22666,1.55,Very Good,I,VS1,59.0,58.0,10711,7.56,7.63,4.48 +17871,1.5,Fair,H,SI1,65.9,56.0,7211,7.11,7.04,4.66 +38261,0.3,Ideal,I,SI1,61.8,57.0,382,4.3,4.34,2.67 +42511,0.56,Ideal,G,SI1,61.2,59.0,1322,5.26,5.32,3.24 +38251,0.31,Ideal,J,SI1,62.4,53.0,379,4.38,4.4,2.74 +38446,0.35,Ideal,G,VVS1,61.0,56.0,1028,4.56,4.59,2.79 +16143,1.28,Premium,I,VS2,62.5,61.0,6451,6.89,6.86,4.3 +12458,1.06,Premium,H,VS1,62.1,60.0,5247,6.52,6.5,4.04 +53905,0.7,Premium,E,SI1,61.3,58.0,2753,5.68,5.71,3.49 +40708,0.7,Fair,F,I1,65.9,57.0,1158,5.64,5.5,3.67 +22675,1.24,Ideal,G,VVS1,62.3,56.0,10724,6.86,6.89,4.28 +29414,0.38,Very Good,H,VS2,60.6,58.0,700,4.68,4.7,2.84 +37416,0.38,Premium,G,VS2,60.1,61.0,983,4.66,4.63,2.79 +12700,0.26,Ideal,E,VVS2,62.2,56.0,599,4.12,4.15,2.57 +22489,1.51,Premium,H,SI1,60.6,59.0,10519,7.45,7.41,4.5 +11132,1.26,Ideal,E,SI2,62.4,57.0,4939,6.91,6.85,4.29 +36907,0.42,Ideal,G,VVS2,62.3,53.0,961,4.83,4.86,3.02 +8718,0.32,Ideal,F,SI1,61.4,54.0,586,4.42,4.44,2.72 +18714,0.27,Very Good,E,VVS1,60.9,59.0,620,4.17,4.21,2.55 +2448,0.9,Very Good,J,VS1,62.5,56.0,3188,6.11,6.21,3.85 +34545,0.44,Ideal,G,VS2,62.0,55.0,869,4.89,4.91,3.04 +33476,0.32,Ideal,F,VS2,61.5,56.0,828,4.42,4.4,2.71 +15776,1.12,Ideal,H,VS1,61.9,57.0,6309,6.66,6.69,4.13 +6243,1.01,Premium,F,SI2,61.8,59.0,4008,6.41,6.31,3.93 +8640,1.06,Premium,I,SI1,61.9,59.0,4452,6.52,6.5,4.03 +25559,2.15,Ideal,I,SI2,61.7,55.0,14388,8.24,8.43,5.14 +27981,0.3,Ideal,E,VS2,62.0,55.0,658,4.3,4.35,2.68 +52131,0.73,Ideal,E,SI2,62.1,56.0,2467,5.74,5.79,3.58 +33916,0.3,Premium,E,VS2,62.0,60.0,844,4.26,4.23,2.63 +19636,1.5,Good,I,SI1,61.1,63.0,8254,7.27,7.34,4.46 +53145,0.76,Premium,H,VS2,58.7,61.0,2622,5.99,5.96,3.51 +6823,0.9,Very Good,F,SI1,62.7,59.0,4119,6.12,6.16,3.85 +30574,0.31,Ideal,D,VS2,62.1,54.0,734,4.33,4.37,2.7 +2696,0.9,Very Good,G,SI2,63.4,59.0,3246,6.08,6.04,3.84 +22636,1.51,Premium,H,VS2,60.7,58.0,10685,7.45,7.4,4.51 +33675,0.32,Ideal,F,VVS2,60.8,58.0,837,4.39,4.43,2.68 +41577,0.5,Fair,G,VS2,65.1,56.0,1238,5.02,4.99,3.26 +8508,1.35,Good,I,SI2,57.9,60.0,4423,7.33,7.29,4.23 +24257,1.3,Ideal,G,IF,62.3,56.0,12467,6.95,6.99,4.34 +39508,0.4,Good,D,VVS2,60.8,62.0,1080,4.74,4.77,2.89 +19519,1.2,Very Good,G,VS1,62.5,57.0,8150,6.84,6.75,4.25 +24908,2.01,Premium,H,VS2,62.8,58.0,13342,7.99,7.9,4.99 +43774,0.56,Very Good,E,SI1,60.2,57.0,1440,5.36,5.4,3.24 +46520,0.51,Ideal,G,VS1,62.7,54.0,1781,5.1,5.08,3.19 +12855,0.92,Premium,E,VS1,60.9,61.0,5358,6.25,6.22,3.8 +2253,0.88,Very Good,E,SI2,59.1,58.0,3150,6.22,6.3,3.7 +7121,1.0,Ideal,H,VS2,62.4,57.0,4172,6.42,6.36,3.99 +11553,1.17,Ideal,F,SI1,63.0,54.0,5032,6.71,6.66,4.21 +48229,0.57,Premium,E,VS2,61.4,58.0,1949,5.37,5.32,3.28 +12436,1.3,Good,J,SI1,64.0,58.0,5242,6.91,6.84,4.4 +22907,1.53,Ideal,G,SI1,60.1,57.0,10947,7.46,7.57,4.52 +31587,0.35,Premium,E,VS2,59.2,58.0,767,4.59,4.63,2.73 +22191,1.51,Very Good,H,VS2,62.8,58.0,10225,7.21,7.28,4.55 +8009,0.9,Very Good,H,VS1,62.5,58.0,4328,6.08,6.14,3.82 +41058,0.52,Very Good,E,SI2,62.6,58.0,1190,5.11,5.14,3.21 +10783,1.24,Premium,I,VS2,61.2,58.0,4858,6.94,6.89,4.23 +38671,0.7,Good,F,I1,63.9,60.0,1040,5.65,5.52,3.58 +35827,0.3,Premium,D,VS1,61.2,59.0,914,4.34,4.29,2.64 +34785,0.4,Very Good,G,VS1,62.8,56.0,877,4.67,4.7,2.94 +19191,1.02,Very Good,G,VVS2,63.1,59.0,7942,6.45,6.38,4.05 +1915,0.79,Ideal,F,SI1,62.0,55.0,3081,5.93,5.95,3.68 +28173,0.36,Premium,H,SI1,61.3,57.0,665,4.65,4.61,2.84 +35241,0.37,Premium,F,VS2,59.2,61.0,894,4.69,4.63,2.76 +25433,2.02,Ideal,H,VS2,62.6,57.0,14182,8.01,7.97,5.0 +35388,0.41,Premium,G,VS1,61.9,60.0,899,4.7,4.76,2.93 +19690,0.3,Ideal,G,VS1,62.0,56.0,624,4.29,4.32,2.67 +47081,0.56,Ideal,G,VS1,62.0,56.0,1822,5.28,5.3,3.28 +31112,0.31,Very Good,F,VVS2,62.0,55.0,754,4.34,4.38,2.7 +14710,0.3,Good,G,VS1,63.8,55.0,605,4.25,4.28,2.72 +48102,0.5,Ideal,G,VVS2,62.0,56.0,1935,5.13,5.09,3.17 +7592,1.01,Fair,H,SI1,65.3,57.0,4256,6.33,6.23,4.1 +19482,1.67,Premium,H,SI2,62.6,60.0,8118,7.57,7.52,4.72 +51437,0.74,Ideal,I,VS2,61.9,57.0,2374,5.83,5.81,3.6 +27816,0.28,Ideal,G,IF,60.9,57.0,650,4.24,4.27,2.59 +48932,0.53,Very Good,E,VVS2,63.1,60.0,2043,5.12,5.08,3.22 +25986,1.74,Ideal,I,VS1,61.8,56.0,15189,7.69,7.73,4.77 +11790,1.03,Premium,F,SI1,58.6,62.0,5087,6.65,6.6,3.88 +49761,0.83,Good,J,SI1,60.6,63.0,2159,6.03,6.08,3.67 +44130,0.54,Ideal,H,VS1,61.0,56.0,1560,5.25,5.27,3.21 +46755,0.57,Ideal,H,VS1,60.9,56.0,1800,5.34,5.36,3.26 +19805,1.73,Good,E,I1,63.6,59.0,8370,7.6,7.56,4.82 +38272,0.32,Ideal,J,SI1,61.8,54.9,384,4.39,4.42,2.72 +11882,1.08,Premium,H,VS1,62.5,60.0,5111,6.55,6.51,4.08 +23782,1.73,Very Good,I,VS1,63.4,58.0,11843,7.57,7.6,4.81 +36146,0.33,Premium,E,VS2,61.0,60.0,928,4.47,4.42,2.71 +7613,0.9,Premium,G,VS2,62.1,59.0,4259,6.2,6.14,3.83 +3464,1.06,Premium,J,SI2,62.9,59.0,3391,6.43,6.39,4.03 +51882,0.7,Very Good,H,VS2,62.8,58.0,2429,5.67,5.7,3.57 +49734,0.53,Ideal,H,VVS1,61.1,57.0,2154,5.22,5.25,3.2 +22794,1.5,Premium,E,SI1,61.3,59.0,10819,7.39,7.25,4.49 +16705,0.3,Very Good,H,SI1,59.4,63.0,421,4.35,4.4,2.6 +7508,1.02,Very Good,F,SI2,60.3,59.0,4241,6.5,6.53,3.93 +35354,0.42,Ideal,E,SI2,62.9,56.0,898,4.8,4.77,3.01 +46030,0.57,Ideal,G,VS2,61.8,56.0,1728,5.35,5.3,3.29 +10818,1.0,Ideal,G,SI1,62.4,56.0,4867,6.34,6.41,3.98 +7970,0.7,Ideal,D,VS1,61.5,57.0,4323,5.68,5.71,3.5 +25133,2.02,Premium,J,VS2,62.0,59.0,13687,8.06,8.08,5.0 +30792,0.3,Ideal,E,VVS2,62.1,54.0,742,4.32,4.35,2.69 +30769,0.4,Very Good,I,VS1,61.7,57.0,741,4.71,4.73,2.91 +30364,0.36,Premium,I,VS1,60.9,61.0,729,4.61,4.58,2.8 +8485,1.01,Fair,G,SI1,65.3,58.0,4417,6.14,6.2,4.03 +7760,1.03,Ideal,J,VS2,61.6,57.0,4283,6.52,6.47,4.0 +40072,0.53,Very Good,J,VS2,62.9,58.0,1114,5.16,5.18,3.25 +25375,0.31,Ideal,E,VS2,60.7,57.0,642,4.39,4.41,2.67 +40081,0.36,Ideal,D,VVS2,61.6,57.0,1114,4.59,4.56,2.82 +11363,1.03,Very Good,F,SI1,61.5,59.0,4996,6.42,6.49,3.97 +38507,0.5,Premium,F,SI2,58.0,62.0,1031,5.21,5.18,3.01 +22493,1.56,Very Good,I,VS1,58.2,59.0,10523,7.65,7.7,4.47 +17422,1.03,Ideal,G,VS2,61.3,57.0,6981,6.51,6.54,4.0 +8120,0.91,Premium,D,SI1,63.0,59.0,4352,6.15,6.11,3.86 +15180,1.01,Good,F,VS2,63.6,59.0,6097,6.36,6.32,4.03 +2663,0.7,Ideal,H,VVS2,62.2,55.0,3235,5.71,5.76,3.57 +45361,0.52,Very Good,E,VS2,62.2,56.0,1665,5.16,5.17,3.21 +22173,1.52,Very Good,E,SI2,63.3,58.0,10214,7.31,7.25,4.61 +36717,0.41,Very Good,E,SI1,63.3,57.0,953,4.72,4.67,2.98 +28623,0.31,Very Good,G,SI2,61.7,55.0,433,4.37,4.4,2.71 +35155,0.4,Ideal,F,VS1,62.0,56.0,890,4.73,4.75,2.94 +15105,1.33,Very Good,H,SI2,60.8,59.0,6071,7.07,7.11,4.31 +8543,0.9,Very Good,H,VVS2,60.3,61.0,4432,6.22,6.25,3.76 +651,0.71,Ideal,G,VVS2,60.7,57.0,2843,5.81,5.78,3.52 +13595,1.07,Good,F,SI1,63.4,56.0,5561,6.51,6.52,4.13 +19446,1.53,Very Good,G,SI2,61.1,58.0,8095,7.38,7.41,4.52 +8945,1.12,Very Good,H,SI2,62.9,58.0,4498,6.55,6.62,4.14 +5465,1.0,Good,J,VS2,62.0,61.0,3835,6.36,6.45,3.97 +21566,1.77,Premium,G,SI2,62.7,59.0,9664,7.67,7.66,4.8 +38484,0.42,Premium,F,VS1,60.9,59.0,1031,4.8,4.85,2.94 +37910,0.41,Ideal,F,VS1,62.0,55.0,1007,4.77,4.81,2.97 +22521,1.5,Very Good,H,VS2,61.6,55.0,10558,7.37,7.43,4.56 +34044,0.44,Very Good,D,VS2,62.8,58.0,850,4.79,4.86,3.03 +6264,1.27,Premium,J,VS2,62.8,58.0,4011,6.96,6.92,4.36 +46946,0.52,Ideal,E,VS2,61.9,56.0,1815,5.16,5.12,3.18 +41434,0.41,Good,E,VVS1,64.1,55.0,1228,4.68,4.71,3.01 +25949,1.51,Ideal,G,VVS2,61.8,57.0,15118,7.36,7.31,4.53 +14539,1.31,Premium,I,SI1,63.0,57.0,5869,6.96,6.91,4.37 +7408,0.33,Premium,E,SI1,61.1,58.0,579,4.43,4.47,2.72 +29460,0.33,Very Good,G,VVS2,61.5,62.0,702,4.39,4.43,2.71 +12317,1.02,Very Good,F,SI1,62.2,56.0,5222,6.39,6.43,3.99 +39255,0.38,Ideal,E,VS1,61.9,56.0,1069,4.67,4.63,2.88 +7187,1.15,Premium,F,SI2,61.8,54.0,4186,6.78,6.75,4.18 +20089,1.18,Ideal,G,VS2,62.7,55.0,8564,6.77,6.74,4.23 +19349,1.88,Good,J,SI2,57.9,59.0,8048,8.16,8.11,4.71 +44439,0.51,Ideal,E,VS2,61.7,53.0,1590,5.18,5.2,3.2 +8832,1.12,Premium,G,SI2,62.8,58.0,4478,6.62,6.57,4.14 +31463,0.4,Very Good,G,SI2,63.1,59.0,765,4.7,4.65,2.95 +38723,0.41,Premium,H,VVS1,60.4,58.0,1043,4.79,4.85,2.91 +39930,0.31,Ideal,E,VVS1,61.5,56.0,1105,4.34,4.37,2.68 +30431,0.32,Very Good,H,VVS1,62.9,58.0,730,4.34,4.37,2.74 +14245,1.13,Fair,H,SI1,65.3,59.0,5771,6.52,6.44,4.23 +42210,0.52,Very Good,D,SI2,62.9,56.0,1289,5.14,5.17,3.24 +20719,0.31,Premium,G,VS1,62.4,58.0,625,4.31,4.34,2.7 +21769,1.51,Premium,H,SI1,61.3,60.0,9833,7.29,7.33,4.48 +29617,0.3,Ideal,J,VVS2,62.3,58.0,439,4.26,4.28,2.66 +53787,0.73,Premium,F,SI1,62.2,56.0,2728,5.79,5.73,3.58 +51102,1.17,Fair,I,I1,64.5,59.0,2336,6.67,6.47,4.25 +7430,0.91,Premium,D,SI1,62.8,57.0,4228,6.17,6.12,3.86 +36451,0.31,Premium,D,VS2,61.2,59.0,942,4.37,4.32,2.66 +19615,1.11,Very Good,F,VS1,62.1,58.0,8233,6.63,6.7,4.14 +46926,0.52,Ideal,G,VS1,60.9,55.0,1815,5.22,5.16,3.16 +35689,0.39,Ideal,H,VVS2,61.9,54.0,911,4.7,4.73,2.92 +24340,2.01,Ideal,I,SI1,62.9,55.0,12606,8.07,8.0,5.05 +10112,0.9,Good,D,VS2,57.7,61.0,4717,6.34,6.32,3.65 +48024,0.5,Ideal,D,VS1,61.1,56.0,1922,5.12,5.23,3.16 +6426,1.01,Premium,E,SI2,60.6,58.0,4044,6.47,6.53,3.94 +42626,0.36,Ideal,H,SI1,62.3,57.0,505,4.54,4.58,2.84 +6856,0.9,Fair,E,VS2,64.5,61.0,4125,6.07,6.03,3.9 +11200,0.95,Ideal,H,SI1,61.9,56.0,4958,6.31,6.35,3.92 +38190,0.41,Premium,D,SI1,62.1,59.0,1015,4.76,4.74,2.95 +21733,1.17,Ideal,G,VVS1,61.9,56.0,9799,6.73,6.78,4.18 +52937,0.7,Premium,E,SI1,59.1,62.0,2592,5.8,5.74,3.41 +16350,1.01,Very Good,F,VS2,63.2,59.0,6540,6.3,6.36,4.0 +44612,0.53,Ideal,E,SI1,61.8,56.0,1607,5.21,5.17,3.21 +37852,0.46,Fair,G,VS2,65.3,56.0,1002,4.83,4.76,3.13 +24645,1.79,Premium,I,VS1,62.6,59.0,12985,7.65,7.72,4.81 +52848,0.61,Ideal,G,IF,61.7,55.0,2575,5.44,5.49,3.37 +50453,0.7,Premium,F,SI1,60.5,58.0,2264,5.77,5.84,3.51 +15070,1.02,Good,G,VS2,63.2,57.0,6058,6.38,6.41,4.04 +40873,0.5,Good,D,SI2,61.9,63.0,1175,5.05,5.07,3.13 +46730,0.6,Ideal,G,VS2,62.1,56.0,1795,5.4,5.45,3.37 +14443,1.17,Premium,H,SI1,58.5,62.0,5831,6.95,6.9,4.05 +32601,0.39,Ideal,G,VS1,61.8,55.0,802,4.72,4.76,2.93 +33923,0.3,Ideal,E,VS2,62.6,56.0,844,4.34,4.29,2.7 +50993,0.31,Very Good,E,SI1,62.3,56.0,544,4.37,4.4,2.73 +35498,0.41,Very Good,F,SI1,63.1,59.0,904,4.75,4.7,2.98 +24668,1.51,Good,F,VS2,61.0,63.0,13010,7.32,7.39,4.49 +29413,0.38,Premium,H,VS2,61.8,58.0,700,4.63,4.66,2.87 +6506,1.01,Very Good,D,SI2,62.9,59.0,4064,6.29,6.37,3.98 +15472,1.02,Very Good,F,SI1,60.2,58.0,6195,6.49,6.54,3.92 +3847,0.84,Ideal,I,VS2,61.7,55.0,3475,6.07,6.11,3.76 +17265,1.19,Ideal,E,SI1,61.3,57.0,6911,6.81,6.83,4.18 +33317,0.35,Premium,D,SI1,61.0,60.0,827,4.58,4.54,2.78 +44504,0.54,Very Good,F,VS1,61.6,59.0,1600,5.26,5.2,3.22 +52708,0.8,Premium,H,SI1,62.5,59.0,2553,5.96,5.91,3.71 +38352,0.51,Premium,J,VS2,61.5,58.0,1020,5.14,5.1,3.15 +8206,1.01,Very Good,H,SI1,62.6,58.0,4369,6.34,6.44,4.0 +2156,0.71,Ideal,E,SI1,61.1,57.0,3128,5.75,5.77,3.52 +17091,1.04,Premium,D,VS2,62.0,60.0,6814,6.49,6.45,4.01 +39417,0.41,Premium,F,VS1,61.2,57.0,1076,4.8,4.77,2.93 +11170,1.01,Premium,H,SI1,61.9,57.0,4949,6.49,6.4,3.99 +29829,0.42,Very Good,F,SI2,61.5,59.0,710,4.81,4.85,2.97 +46425,0.53,Ideal,E,SI1,60.9,57.0,1769,5.21,5.24,3.18 +22418,1.25,Ideal,D,VS1,61.7,56.0,10441,6.92,7.01,4.3 +30355,0.33,Very Good,D,SI1,63.1,55.0,728,4.46,4.42,2.8 +37708,0.38,Very Good,D,VS1,58.2,58.0,995,4.77,4.81,2.79 +10183,0.9,Premium,D,SI1,63.0,56.0,4735,6.14,6.09,3.85 +27381,0.35,Very Good,H,SI1,63.3,54.0,647,4.53,4.51,2.86 +37627,0.44,Premium,G,SI1,61.0,60.0,990,4.93,4.88,2.99 +39573,0.44,Premium,G,VVS2,61.3,60.0,1081,4.88,4.94,3.01 +27063,2.01,Premium,E,SI2,58.9,60.0,17179,8.24,8.2,4.84 +49928,0.7,Ideal,H,VS2,61.4,54.0,2184,5.77,5.66,3.51 +34240,0.4,Premium,D,SI2,62.2,58.0,855,4.75,4.71,2.94 +51149,0.71,Very Good,E,SI2,58.4,63.0,2343,5.85,5.8,3.4 +50034,0.72,Very Good,H,SI1,63.0,58.0,2198,5.68,5.71,3.59 +22821,1.16,Ideal,F,VVS2,60.5,58.0,10850,6.77,6.85,4.12 +37149,0.32,Ideal,E,VS1,61.8,55.0,972,4.43,4.4,2.73 +34737,0.39,Very Good,D,VS1,61.7,59.0,876,4.64,4.69,2.88 +26410,2.03,Premium,H,SI2,61.6,58.0,15930,8.09,8.17,5.01 +38720,0.5,Good,F,SI1,63.1,61.0,1043,5.06,4.98,3.17 +49702,0.53,Premium,D,VS1,60.0,61.0,2147,5.3,5.26,3.17 +41018,0.4,Ideal,F,VVS1,62.2,56.0,1186,4.71,4.74,2.94 +21724,1.86,Good,G,SI2,63.8,55.0,9791,7.79,7.73,4.95 +26465,2.23,Premium,J,VS1,61.7,58.0,16025,8.41,8.34,5.17 +44012,0.51,Ideal,G,VS2,62.9,54.0,1546,5.12,5.08,3.21 +14489,1.15,Premium,G,SI1,62.6,58.0,5851,6.71,6.65,4.18 +45653,0.38,Ideal,J,SI1,61.8,54.0,525,4.68,4.7,2.9 +22291,1.53,Ideal,E,SI2,61.2,57.0,10339,7.42,7.46,4.55 +239,0.71,Good,D,VS2,63.3,56.0,2788,5.64,5.68,3.58 +7398,0.33,Ideal,G,VS2,62.3,55.0,579,4.42,4.47,2.77 +8522,1.23,Premium,G,SI2,62.8,59.0,4426,6.76,6.72,4.23 +51212,0.71,Premium,H,VS2,62.2,59.0,2352,5.68,5.64,3.52 +11872,1.2,Premium,J,VS1,59.1,61.0,5107,7.0,6.94,4.12 +45159,0.5,Premium,D,SI1,61.2,60.0,1654,5.14,5.09,3.13 +26502,1.62,Premium,F,VS1,61.3,57.0,16112,7.6,7.55,4.64 +25110,1.51,Ideal,F,VS2,62.2,53.0,13646,7.31,7.35,4.56 +30208,0.34,Ideal,E,SI1,60.4,57.0,723,4.53,4.55,2.74 +28915,0.36,Ideal,E,VS2,61.7,57.0,684,4.55,4.59,2.82 +11260,0.91,Premium,E,VS1,62.7,59.0,4969,6.19,6.15,3.87 +10433,1.06,Premium,H,SI1,61.6,59.0,4785,6.54,6.55,4.03 +44298,0.52,Premium,E,SI1,59.8,61.0,1577,5.2,5.17,3.1 +3659,0.53,Ideal,D,VVS1,62.1,57.0,3442,5.15,5.18,3.21 +19052,1.06,Ideal,G,VVS2,62.9,56.0,7836,6.6,6.56,4.14 +23387,0.3,Good,I,IF,63.3,57.0,631,4.23,4.3,2.7 +20963,1.58,Ideal,I,SI1,62.6,56.0,9176,7.45,7.51,4.68 +15857,1.37,Ideal,I,VS2,61.5,56.0,6343,7.14,7.11,4.38 +21967,1.5,Good,G,VS1,63.6,57.0,10036,7.23,7.14,4.57 +46622,0.3,Very Good,G,VS2,62.2,60.0,526,4.24,4.25,2.64 +43159,0.54,Ideal,G,SI1,62.6,57.0,1389,5.21,5.18,3.25 +50441,0.7,Very Good,E,SI2,59.8,58.0,2263,5.72,5.85,3.46 +44251,0.51,Ideal,D,SI1,61.8,55.0,1574,5.15,5.11,3.17 +41566,0.51,Very Good,D,SI1,63.4,59.0,1237,5.07,5.02,3.2 +9098,1.01,Fair,E,VS2,66.6,55.0,4525,6.27,6.2,4.15 +27737,2.03,Very Good,H,SI1,63.0,60.0,18781,8.0,7.93,5.02 +44200,0.51,Premium,D,SI1,61.6,58.0,1569,5.12,5.14,3.16 +24963,1.71,Ideal,H,VS2,62.5,57.0,13445,7.59,7.63,4.76 +50633,0.23,Very Good,E,VS2,60.5,58.0,402,3.92,3.95,2.38 +25816,2.31,Very Good,J,VS2,59.7,60.0,14830,8.53,8.59,5.11 +19396,1.1,Ideal,G,VS1,62.0,58.0,8060,6.59,6.64,4.1 +42076,0.34,Ideal,D,VVS1,61.2,57.0,1272,4.51,4.54,2.77 +43361,0.53,Very Good,E,SI1,63.0,55.0,1408,5.14,5.18,3.25 +40693,0.5,Good,D,SI2,63.2,56.0,1157,5.01,5.05,3.18 +3394,0.35,Very Good,H,VS2,60.1,56.0,567,4.61,4.64,2.78 +46910,0.72,Very Good,J,VS2,63.2,60.0,1814,5.77,5.7,3.63 +43221,0.38,Ideal,F,IF,62.2,55.0,1397,4.66,4.64,2.89 +37409,0.38,Premium,G,VS2,59.9,58.0,983,4.77,4.72,2.84 +34140,0.4,Ideal,E,VS2,62.1,54.0,854,4.72,4.75,2.94 +11116,1.02,Good,F,SI1,64.3,58.0,4936,6.28,6.32,4.05 +44938,0.59,Ideal,E,SI1,61.7,56.0,1633,5.35,5.45,3.33 +28680,0.24,Ideal,E,VVS1,61.4,57.0,678,3.99,4.03,2.46 +4687,1.0,Ideal,F,SI2,61.1,54.0,3674,6.51,6.47,3.97 +14687,1.27,Ideal,J,VS2,62.9,54.0,5925,6.87,6.9,4.33 +38612,0.31,Premium,J,VS2,62.3,60.0,488,4.34,4.29,2.69 +38947,0.31,Very Good,I,VS1,62.8,55.0,489,4.31,4.35,2.72 +22207,1.34,Ideal,H,VVS1,62.1,56.0,10255,7.05,7.11,4.4 +9341,1.11,Premium,E,SI2,62.5,58.0,4581,6.61,6.63,4.14 +4433,1.05,Fair,F,SI2,66.0,60.0,3615,6.3,6.22,4.13 +49228,0.5,Very Good,E,VVS2,61.7,61.0,2083,5.09,5.12,3.15 +47064,0.52,Ideal,D,VS2,61.8,55.0,1822,5.16,5.19,3.2 +12164,1.13,Very Good,H,SI2,62.0,58.0,5179,6.67,6.71,4.15 +40533,0.5,Very Good,H,SI1,60.0,55.0,1148,5.2,5.23,3.13 +12310,1.07,Ideal,H,SI1,62.1,57.0,5220,6.5,6.55,4.05 +32250,0.31,Ideal,H,IF,62.2,54.0,789,4.38,4.4,2.73 +1182,0.71,Ideal,G,VS1,62.6,57.0,2930,5.67,5.7,3.56 +27473,2.21,Ideal,G,SI2,60.2,60.0,18128,8.38,8.47,5.07 +13036,0.38,Very Good,F,SI2,61.0,61.0,600,4.61,4.67,2.83 +44903,0.5,Premium,G,VS1,60.8,60.0,1629,5.16,5.14,3.13 +47797,0.58,Ideal,G,VS1,62.2,55.0,1899,5.32,5.35,3.32 +19193,1.59,Ideal,J,SI1,61.3,57.0,7943,7.43,7.52,4.58 +10327,1.07,Ideal,F,SI2,61.5,57.0,4764,6.6,6.57,4.05 +3648,0.93,Premium,H,SI2,63.0,59.0,3437,6.16,6.11,3.86 +18510,0.92,Very Good,D,VS1,61.9,58.0,7544,6.19,6.24,3.85 +50150,0.71,Good,E,SI2,57.8,60.0,2215,5.86,5.83,3.38 +31212,0.32,Ideal,D,SI1,62.5,54.0,756,4.41,4.39,2.75 +39553,0.32,Premium,G,VVS1,60.9,61.0,1080,4.4,4.37,2.67 +26863,1.69,Ideal,F,VS2,62.2,57.0,16789,7.59,7.66,4.74 +7527,1.01,Premium,H,SI2,61.6,59.0,4242,6.44,6.39,3.95 +20104,1.2,Very Good,G,VS1,61.0,59.0,8577,6.81,6.86,4.17 +40142,0.41,Very Good,E,VVS2,62.2,57.0,1116,4.76,4.79,2.97 +7354,0.93,Very Good,D,SI2,62.6,57.0,4214,6.2,6.26,3.9 +48651,0.34,Premium,H,VS2,61.1,58.0,537,4.47,4.5,2.74 +44572,0.5,Very Good,E,VS2,63.3,57.0,1606,5.1,5.07,3.22 +44393,0.5,Premium,E,VS2,61.0,59.0,1583,5.13,5.07,3.11 +40508,0.54,Premium,J,VS2,62.6,58.0,1143,5.22,5.16,3.25 +41062,0.5,Premium,D,SI2,62.2,58.0,1190,5.08,5.14,3.18 +4979,0.8,Very Good,H,VVS1,61.9,56.0,3737,5.93,5.96,3.69 +21517,1.12,Premium,G,IF,61.2,58.0,9612,6.7,6.67,4.09 +17606,1.33,Premium,I,VS1,61.5,58.0,7090,7.06,7.02,4.33 +39480,0.41,Premium,E,VS1,60.6,59.0,1079,4.77,4.8,2.9 +31781,0.42,Very Good,F,SI1,62.7,55.0,773,4.8,4.83,3.02 +10630,1.15,Premium,H,SI2,61.6,60.0,4830,6.75,6.72,4.15 +22404,1.58,Premium,I,VS1,61.1,59.0,10428,7.44,7.52,4.57 +4557,1.16,Premium,D,I1,61.8,59.0,3644,6.74,6.78,4.18 +34666,0.31,Ideal,E,VS2,61.7,56.0,872,4.35,4.31,2.67 +51294,0.72,Good,E,SI1,63.7,58.0,2361,5.71,5.66,3.62 +466,1.0,Premium,H,I1,61.3,60.0,2818,6.43,6.39,3.93 +17086,1.58,Very Good,F,SI2,63.2,57.0,6813,7.43,7.38,4.68 +9332,0.9,Very Good,E,VS2,62.2,59.0,4580,6.13,6.18,3.83 +18711,0.27,Very Good,D,VVS2,59.9,59.0,620,4.23,4.28,2.55 +26807,2.22,Ideal,J,VS1,61.8,59.0,16689,8.34,8.37,5.16 +16989,1.27,Ideal,H,SI1,60.6,57.0,6785,7.07,7.0,4.26 +12660,1.02,Good,F,SI1,63.2,59.0,5301,6.35,6.38,4.02 +39063,0.52,Very Good,E,SI2,64.0,55.0,1059,5.07,5.11,3.26 +28320,0.24,Very Good,H,VVS2,60.7,58.0,432,4.04,4.07,2.46 +21181,1.28,Premium,G,VS1,60.9,58.0,9335,7.01,7.09,4.29 +22471,1.51,Premium,G,SI1,62.2,58.0,10497,7.26,7.3,4.53 +27707,0.36,Premium,I,VS2,61.6,58.0,648,4.57,4.52,2.8 +29132,0.42,Ideal,F,SI1,61.6,56.0,691,4.81,4.83,2.97 +23957,1.44,Ideal,G,VS1,62.6,57.0,12093,7.21,7.19,4.51 +12655,1.0,Premium,E,SI1,60.5,59.0,5299,6.4,6.45,3.89 +2652,1.05,Very Good,E,I1,62.2,61.0,3234,6.48,6.51,4.04 +37513,0.42,Premium,F,VS1,59.8,57.0,985,4.89,4.85,2.91 +6170,0.9,Very Good,I,VS2,59.3,59.0,3992,6.27,6.3,3.73 +46029,0.57,Premium,I,VVS1,62.1,58.0,1728,5.32,5.25,3.28 +17222,1.21,Very Good,H,VS2,60.1,57.0,6887,6.88,6.97,4.16 +8059,0.23,Very Good,E,VVS1,62.2,57.0,583,3.93,3.96,2.45 +49756,0.77,Very Good,I,SI2,60.8,56.0,2159,5.89,5.92,3.59 +36182,0.41,Premium,E,SI1,60.4,58.0,930,4.79,4.75,2.88 +7451,1.14,Premium,G,SI2,62.8,58.0,4233,6.68,6.64,4.18 +371,0.75,Very Good,G,VS2,63.4,56.0,2808,5.78,5.74,3.65 +32084,0.33,Ideal,E,VS1,59.6,56.0,781,4.49,4.54,2.69 +36647,0.43,Premium,E,SI1,61.5,60.0,948,4.85,4.78,2.96 +21755,1.51,Good,H,VS2,64.0,59.0,9821,7.19,7.25,4.62 +17077,1.2,Very Good,E,SI1,61.0,58.0,6809,6.83,6.88,4.18 +2082,1.01,Good,H,I1,63.2,58.0,3110,6.33,6.39,4.02 +32707,0.31,Ideal,F,VS2,61.5,56.0,802,4.37,4.34,2.68 +17966,1.25,Premium,E,SI1,60.9,59.0,7260,6.98,7.02,4.26 +9340,0.94,Premium,E,SI1,62.4,56.0,4580,6.27,6.24,3.9 +30524,0.31,Ideal,E,VS1,60.7,57.0,733,4.37,4.4,2.66 +3825,0.8,Very Good,F,VS1,63.6,56.0,3471,5.83,5.94,3.74 +25093,2.15,Very Good,J,SI1,62.4,60.0,13622,8.18,8.24,5.12 +6629,0.8,Ideal,E,VS1,62.1,56.0,4086,5.92,5.97,3.69 +41948,0.29,Ideal,D,VS1,61.7,57.0,504,4.23,4.26,2.62 +42753,0.58,Ideal,G,SI2,62.2,55.0,1343,5.4,5.36,3.35 +23745,1.36,Ideal,D,VS2,62.1,55.0,11793,7.18,7.13,4.44 +35329,0.4,Good,D,VS1,63.2,56.0,898,4.69,4.74,2.98 +3139,0.88,Ideal,E,SI2,62.2,57.0,3329,6.08,6.2,3.82 +41007,0.4,Very Good,E,VVS2,59.8,60.0,1184,4.8,4.84,2.88 +26174,2.0,Very Good,I,VS2,59.5,62.0,15510,8.13,8.21,4.86 +26927,2.01,Premium,H,SI1,58.5,58.0,16956,8.3,8.25,4.84 +9926,1.1,Premium,E,SI2,60.1,62.0,4691,6.69,6.65,4.01 +49457,0.51,Ideal,G,VVS1,62.3,55.0,2111,5.14,5.1,3.19 +50166,0.7,Good,G,SI1,63.9,58.0,2218,5.57,5.51,3.54 +35667,0.41,Very Good,G,VS1,61.6,59.0,908,4.74,4.8,2.94 +35424,0.32,Premium,E,VS2,60.5,58.0,900,4.48,4.44,2.7 +53139,0.74,Premium,G,VS2,60.2,60.0,2621,5.84,5.82,3.51 +23081,2.0,Premium,H,SI2,61.4,59.0,11108,8.07,8.0,4.93 +43721,0.51,Very Good,G,VS2,62.4,62.0,1438,5.07,5.09,3.17 +43157,0.54,Premium,G,SI1,60.3,57.0,1389,5.4,5.24,3.21 +10343,1.06,Very Good,G,SI2,61.0,57.0,4769,6.58,6.61,4.02 +30937,0.24,Very Good,G,VVS2,62.0,56.0,449,4.0,4.03,2.49 +40316,0.4,Premium,E,VS1,61.8,55.0,1125,4.76,4.72,2.93 +12515,1.01,Premium,H,VS2,61.6,59.0,5260,6.41,6.39,3.94 +336,0.71,Premium,F,VS2,58.0,62.0,2803,5.85,5.81,3.38 +35588,0.41,Very Good,D,SI1,63.4,56.0,907,4.76,4.73,3.01 +52041,0.71,Very Good,H,VS2,59.2,63.0,2450,5.85,5.81,3.45 +12875,1.03,Premium,H,VS2,61.6,61.0,5364,6.51,6.44,3.99 +15967,1.0,Good,D,VS2,64.1,58.0,6389,6.24,6.33,4.03 +499,0.7,Ideal,D,SI1,60.7,56.0,2822,5.75,5.72,3.48 +24828,1.51,Premium,F,VS2,61.8,56.0,13221,7.39,7.28,4.53 +6782,1.0,Good,G,SI2,57.6,62.0,4113,6.62,6.55,3.79 +45528,0.59,Ideal,D,SI1,62.1,56.0,1684,5.36,5.4,3.34 +33821,0.32,Ideal,G,VVS1,60.2,56.0,842,4.45,4.49,2.69 +19049,0.3,Very Good,E,VVS2,63.2,56.0,622,4.23,4.28,2.69 +36740,0.32,Premium,E,VVS1,61.8,59.0,954,4.35,4.39,2.7 +14360,1.21,Ideal,H,SI2,62.0,54.5,5814,6.81,6.87,4.25 +10247,1.01,Ideal,H,SI1,62.6,55.0,4749,6.39,6.43,4.01 +29308,0.25,Ideal,G,VS1,62.6,53.0,438,4.01,4.07,2.53 +11490,1.16,Premium,I,VS2,62.4,58.0,5016,6.69,6.65,4.16 +51805,0.7,Premium,G,SI1,60.5,57.0,2415,5.75,5.68,3.46 +8003,1.01,Ideal,G,SI2,60.5,58.0,4327,6.52,6.48,3.93 +29036,0.24,Ideal,D,VS1,62.6,57.0,687,3.92,4.0,2.48 +31437,0.3,Ideal,H,IF,62.0,55.0,764,4.33,4.35,2.69 +34872,0.3,Very Good,G,VVS2,63.2,57.0,878,4.28,4.23,2.69 +8001,1.01,Ideal,G,SI2,59.6,57.0,4327,6.59,6.54,3.91 +23814,1.71,Very Good,D,SI2,63.5,59.0,11873,7.57,7.59,4.81 +49305,0.24,Ideal,F,VVS2,61.5,56.0,540,3.99,4.01,2.46 +42386,0.5,Ideal,H,VS2,60.3,55.0,1306,5.16,5.21,3.13 +9347,1.02,Premium,D,SI2,59.3,60.0,4583,6.56,6.52,3.88 +17578,1.09,Ideal,G,VS1,60.5,57.0,7078,6.69,6.73,4.06 +14896,1.26,Ideal,H,SI2,61.0,56.0,5998,6.99,6.95,4.25 +18103,1.51,Premium,H,SI2,63.0,59.0,7321,7.26,7.16,4.54 +24629,2.01,Premium,J,VS1,60.2,61.0,12963,8.23,8.16,4.93 +50539,0.77,Ideal,G,SI2,61.2,57.0,2275,5.94,5.98,3.65 +29950,0.33,Ideal,I,SI1,61.5,57.0,445,4.46,4.49,2.75 +49388,0.71,Fair,F,SI2,65.2,55.5,2103,5.52,5.58,3.62 +32744,0.32,Ideal,F,VVS1,61.5,56.0,803,4.39,4.42,2.71 +3064,0.76,Premium,H,VVS1,60.7,58.0,3311,5.9,5.93,3.59 +43527,0.5,Very Good,H,VS1,64.6,56.0,1426,4.97,5.06,3.24 +3944,0.72,Ideal,G,VVS1,62.2,57.0,3502,5.72,5.75,3.57 +9889,1.03,Ideal,F,SI2,61.6,55.0,4683,6.46,6.49,3.99 +40253,0.52,Ideal,I,SI2,61.9,55.0,1125,5.17,5.23,3.22 +12518,1.01,Ideal,H,VS2,62.7,56.0,5260,6.4,6.35,4.0 +6851,1.0,Ideal,I,SI1,59.8,57.0,4125,6.44,6.5,3.87 +40704,0.4,Ideal,E,VVS2,62.1,56.0,1158,4.7,4.73,2.93 +20996,1.02,Ideal,F,VVS2,61.9,57.0,9212,6.53,6.42,4.01 +38442,0.38,Ideal,E,VS1,62.1,57.0,1027,4.62,4.65,2.88 +10204,0.8,Ideal,G,VVS2,61.4,57.0,4740,5.96,6.0,3.67 +9879,1.01,Very Good,I,SI1,62.1,58.0,4681,6.37,6.39,3.96 +550,0.71,Very Good,E,VS2,62.7,59.0,2830,5.65,5.7,3.56 +30423,0.32,Ideal,H,VVS1,61.6,56.0,730,4.39,4.41,2.71 +12454,1.0,Ideal,D,SI2,62.7,58.0,5246,6.34,6.39,3.99 +9618,1.33,Premium,G,SI2,61.3,59.0,4634,7.06,6.93,4.29 +11104,1.02,Very Good,H,SI1,62.8,58.0,4932,6.37,6.43,4.02 +37155,0.32,Ideal,D,VS2,61.0,56.0,972,4.46,4.42,2.71 +7498,1.04,Premium,I,VS1,61.4,57.0,4240,6.52,6.47,3.99 +209,0.73,Very Good,H,VS2,60.8,56.0,2779,5.82,5.84,3.55 +42407,0.57,Premium,H,SI1,59.3,58.0,1309,5.46,5.4,3.22 +46317,0.3,Good,E,SI1,63.1,53.0,526,4.27,4.32,2.71 +39035,0.41,Ideal,H,SI1,61.3,55.0,1056,4.81,4.85,2.96 +32599,0.3,Ideal,F,VVS1,58.0,60.0,802,4.34,4.37,2.64 +38693,0.37,Ideal,E,VS2,62.5,56.0,1041,4.61,4.58,2.87 +24350,1.53,Ideal,F,SI1,62.2,55.0,12616,7.35,7.37,4.57 +33029,0.3,Ideal,D,VVS2,60.7,58.0,814,4.3,4.33,2.62 +12562,1.24,Premium,H,SI2,60.4,59.0,5277,6.99,6.92,4.2 +22889,1.64,Ideal,F,SI2,61.4,57.0,10929,7.59,7.55,4.65 +7161,0.73,Ideal,G,VVS1,61.7,57.0,4182,5.77,5.8,3.57 +41443,0.4,Very Good,G,IF,61.4,54.0,1229,4.76,4.79,2.93 +4955,1.01,Premium,J,SI2,61.2,59.0,3733,6.43,6.37,3.92 +42943,0.3,Premium,I,SI1,61.9,61.0,506,4.29,4.27,2.65 +7850,0.9,Very Good,D,SI1,63.3,57.0,4304,6.12,6.07,3.86 +17985,1.07,Ideal,G,VS2,61.9,55.0,7275,6.55,6.57,4.06 +13971,1.85,Very Good,H,I1,63.3,56.0,5688,7.8,7.75,4.92 +36365,0.33,Ideal,F,VVS1,61.9,55.0,939,4.46,4.47,2.76 +34171,0.33,Ideal,G,VS1,62.4,56.0,854,4.45,4.43,2.77 +14757,1.01,Premium,D,SI1,61.6,58.0,5939,6.47,6.42,3.97 +16340,1.2,Very Good,E,SI1,61.8,56.0,6534,6.75,6.82,4.19 +24598,1.52,Ideal,E,SI1,62.0,56.0,12907,7.36,7.34,4.56 +41393,0.42,Premium,F,VVS2,60.3,59.0,1221,4.86,4.83,2.92 +4238,1.0,Very Good,H,SI2,59.1,62.0,3575,6.47,6.5,3.83 +36561,0.4,Ideal,E,SI1,61.2,57.0,945,4.74,4.7,2.89 +32440,0.43,Premium,F,SI1,60.5,60.0,792,4.84,4.88,2.94 +2207,0.9,Premium,J,SI1,60.4,59.0,3141,6.27,6.24,3.78 +18093,1.23,Ideal,H,SI1,62.3,58.0,7313,6.85,6.89,4.28 +26082,2.0,Premium,H,SI2,60.7,60.0,15312,8.07,8.11,4.91 +48383,0.7,Ideal,G,SI2,61.8,56.0,1966,5.66,5.6,3.48 +35913,0.39,Ideal,G,SI1,61.4,55.0,919,4.7,4.74,2.9 +11877,1.05,Ideal,D,SI2,61.9,56.0,5110,6.5,6.53,4.03 +32686,0.31,Premium,G,VS1,63.0,57.0,802,4.32,4.28,2.71 +41576,0.6,Ideal,H,SI2,61.9,55.0,1238,5.43,5.46,3.37 +23606,1.3,Ideal,G,VVS2,62.4,56.1,11633,6.97,7.02,4.36 +25337,1.55,Ideal,G,VS2,61.6,55.0,14039,7.48,7.45,4.6 +42268,0.44,Ideal,D,VS1,62.3,55.0,1294,4.88,4.85,3.03 +3747,0.3,Ideal,F,VS1,61.3,55.0,570,4.32,4.36,2.66 +21974,1.07,Ideal,E,VVS2,61.4,56.0,10043,6.65,6.55,4.05 +10007,0.9,Very Good,E,VS2,60.4,60.0,4707,6.23,6.29,3.78 +2510,0.7,Ideal,D,SI1,61.7,57.0,3199,5.76,5.73,3.54 +17861,1.04,Very Good,F,VS1,63.0,56.0,7207,6.45,6.5,4.08 +11674,1.05,Premium,D,SI2,60.4,57.0,5057,6.6,6.55,3.97 +9429,1.2,Very Good,J,VS2,62.5,57.0,4590,6.72,6.79,4.22 +9433,1.06,Ideal,I,SI2,62.7,58.0,4591,6.48,6.5,4.07 +10501,1.02,Ideal,E,SI2,62.9,57.0,4798,6.44,6.38,4.03 +32945,0.34,Ideal,I,SI1,62.3,55.0,459,4.42,4.47,2.77 +28312,0.3,Good,H,SI1,63.3,56.0,432,4.27,4.29,2.71 +18609,1.0,Premium,G,VVS2,59.5,61.0,7589,6.46,6.42,3.83 +11441,1.14,Ideal,E,SI2,62.6,56.0,5005,6.69,6.63,4.17 +37850,0.33,Premium,E,VS1,61.5,59.0,1002,4.46,4.42,2.73 +15926,1.04,Ideal,H,VS1,62.5,53.0,6368,6.5,6.52,4.07 +30795,0.3,Ideal,E,VVS2,62.3,54.0,742,4.31,4.36,2.7 +12408,1.01,Ideal,D,SI1,61.6,56.0,5234,6.45,6.48,3.98 +3732,0.36,Very Good,I,VS1,60.3,60.0,568,4.58,4.64,2.78 +35542,0.33,Ideal,E,VVS1,62.2,54.0,906,4.46,4.48,2.78 +39900,0.42,Ideal,D,VS2,61.2,56.0,1103,4.84,4.8,2.95 +45024,0.54,Ideal,H,VS1,61.5,56.0,1637,5.24,5.23,3.22 +3351,0.91,Premium,E,SI2,60.0,60.0,3379,6.28,6.23,3.75 +10334,1.01,Very Good,E,SI1,58.6,58.0,4766,6.52,6.58,3.84 +21674,1.58,Good,I,VS1,58.6,62.0,9775,7.59,7.66,4.47 +52808,0.71,Very Good,I,VVS1,63.4,57.0,2572,5.71,5.67,3.61 +6036,0.32,Ideal,I,VVS1,61.4,56.0,575,4.42,4.44,2.72 +1148,0.72,Very Good,E,VS2,63.2,58.0,2923,5.67,5.72,3.6 +51491,0.71,Premium,F,SI1,63.0,59.0,2381,5.69,5.62,3.56 +22953,1.27,Ideal,G,VVS1,61.7,56.0,11002,7.03,6.9,4.3 +530,0.9,Premium,I,SI2,62.2,59.0,2826,6.11,6.07,3.79 +29295,0.31,Ideal,I,SI1,61.5,55.0,436,4.36,4.39,2.69 +52519,0.7,Ideal,F,SI1,62.8,56.0,2528,5.63,5.68,3.55 +19620,1.03,Ideal,F,VS1,62.8,54.0,8237,6.48,6.39,4.05 +6477,0.9,Good,E,SI1,62.4,62.0,4054,6.13,6.17,3.84 +47144,0.72,Ideal,J,SI1,62.7,56.0,1832,5.67,5.75,3.58 +1676,1.02,Fair,J,SI1,66.8,55.0,3027,6.25,6.18,4.15 +33131,0.31,Very Good,E,VVS2,60.8,55.0,816,4.38,4.43,2.68 +25893,2.05,Very Good,F,SI2,61.9,56.0,15017,8.13,8.18,5.05 +45031,0.54,Ideal,E,SI1,61.5,57.0,1637,5.25,5.22,3.22 +38334,0.32,Ideal,E,VVS1,61.7,56.0,1020,4.42,4.4,2.72 +26347,0.32,Ideal,F,VS2,61.1,57.0,645,4.44,4.47,2.72 +18380,0.4,Good,E,SI2,64.2,57.0,617,4.68,4.7,3.01 +39748,0.5,Good,F,SI2,63.8,59.0,1094,5.02,4.95,3.18 +28246,0.33,Ideal,H,VVS2,61.9,57.0,666,4.41,4.44,2.74 +36352,0.4,Premium,H,VS1,62.7,59.0,938,4.71,4.63,2.93 +16900,1.5,Ideal,J,SI1,59.4,62.0,6745,7.38,7.35,4.38 +32996,0.38,Premium,H,SI1,59.7,60.0,812,4.68,4.66,2.79 +53010,0.7,Premium,F,SI1,59.4,59.0,2596,5.8,5.75,3.43 +53907,0.75,Very Good,E,SI1,63.0,55.0,2753,5.76,5.79,3.64 +28597,0.3,Very Good,G,VS2,63.1,57.0,675,4.28,4.24,2.69 +25535,1.66,Premium,D,SI1,62.0,59.0,14354,7.6,7.55,4.7 +31056,0.38,Very Good,I,VVS1,63.5,57.0,752,4.6,4.63,2.93 +12595,1.21,Premium,I,SI1,62.0,56.0,5285,6.89,6.83,4.25 +10453,1.14,Premium,I,SI1,60.1,60.0,4788,6.81,6.76,4.08 +37927,0.23,Good,E,VVS2,63.4,61.0,485,3.85,3.91,2.46 +13604,1.02,Very Good,E,VS2,62.8,59.0,5565,6.39,6.44,4.03 +31012,0.35,Premium,F,SI1,62.3,58.0,748,4.53,4.49,2.81 +28245,0.33,Ideal,H,VVS2,61.7,56.0,666,4.41,4.44,2.73 +13182,0.9,Ideal,E,SI1,62.0,56.0,5450,6.18,6.2,3.84 +26606,1.8,Ideal,F,SI1,61.4,54.0,16340,7.86,7.82,4.81 +47004,0.31,Ideal,F,IF,61.2,57.0,1818,4.35,4.38,2.67 +46841,0.58,Ideal,F,VS2,61.9,60.0,1811,5.32,5.35,3.3 +41324,0.65,Ideal,J,SI1,61.9,54.0,1214,5.6,5.62,3.47 +36999,0.39,Very Good,F,VVS2,61.7,56.0,965,4.7,4.74,2.91 +41889,0.41,Ideal,G,IF,61.6,55.0,1259,4.78,4.83,2.96 +25031,0.31,Very Good,D,VS2,63.6,55.0,641,4.29,4.32,2.74 +44978,0.32,Ideal,I,VS1,62.0,54.0,523,4.37,4.41,2.72 +17856,1.16,Premium,G,VS2,59.9,60.0,7203,6.88,6.85,4.11 +53441,0.81,Ideal,E,SI2,61.4,57.0,2673,6.0,5.97,3.68 +30935,0.24,Very Good,H,VVS2,61.9,57.0,449,3.97,4.01,2.47 +47130,0.54,Ideal,G,VVS2,61.8,55.0,1829,5.22,5.3,3.24 +34164,0.33,Premium,G,VS1,60.1,61.0,854,4.48,4.44,2.68 +25926,1.01,Good,D,IF,63.4,59.0,15081,6.26,6.39,4.01 +7233,0.92,Premium,F,SI1,62.2,59.0,4194,6.21,6.14,3.84 +52621,0.32,Very Good,D,SI1,62.9,56.0,550,4.38,4.4,2.76 +48048,0.64,Premium,E,VS2,61.6,62.0,1926,5.48,5.46,3.37 +51524,0.75,Very Good,I,VS1,63.3,57.0,2385,5.82,5.74,3.66 +6197,0.9,Very Good,D,SI1,63.2,62.0,3997,6.13,6.06,3.85 +30345,0.36,Ideal,E,VS1,62.7,57.0,727,4.55,4.58,2.86 +50983,0.31,Good,E,SI1,63.4,55.0,544,4.32,4.33,2.74 +47558,0.7,Ideal,J,VS2,62.4,55.0,1874,5.68,5.7,3.55 +8791,0.98,Ideal,G,SI2,61.7,56.0,4470,6.36,6.4,3.93 +42813,0.47,Good,F,VS1,64.0,60.0,1353,4.96,4.87,3.15 +17111,1.06,Very Good,F,VS2,62.2,57.0,6823,6.53,6.58,4.08 +40362,0.43,Ideal,D,VS2,61.8,56.0,1129,4.83,4.81,2.98 +51880,0.71,Good,I,VVS2,63.6,57.0,2428,5.66,5.69,3.61 +31422,0.34,Ideal,F,VS1,61.7,55.0,764,4.51,4.53,2.79 +49949,0.57,Ideal,F,VS1,61.9,55.0,2189,5.34,5.32,3.3 +25992,1.66,Ideal,H,VS1,61.5,56.0,15210,7.6,7.66,4.69 +25588,2.06,Ideal,I,SI2,62.3,57.0,14428,8.2,8.12,5.09 +28948,0.3,Ideal,G,VVS2,62.7,57.0,684,4.26,4.32,2.69 +12052,0.34,Ideal,H,VS1,62.3,55.0,596,4.45,4.48,2.78 +40637,0.41,Premium,E,VS1,62.3,59.0,1153,4.76,4.74,2.96 +29521,0.38,Ideal,I,VS1,62.3,53.4,703,4.65,4.69,2.91 +12115,1.25,Premium,I,SI2,60.5,58.0,5166,7.0,6.96,4.22 +3240,0.81,Ideal,D,SI1,61.9,57.0,3353,6.01,5.97,3.71 +27658,2.42,Premium,J,VS2,61.3,59.0,18615,8.61,8.58,5.27 +27130,2.04,Ideal,J,IF,61.5,58.0,17327,8.11,8.14,5.0 +10306,1.09,Premium,H,SI2,59.6,61.0,4761,6.69,6.63,3.97 +10057,0.27,Very Good,E,VVS1,62.4,55.0,591,4.18,4.22,2.62 +14141,1.26,Very Good,H,SI2,62.2,57.0,5736,6.86,6.9,4.28 +20082,1.21,Ideal,F,VS2,62.9,54.0,8557,6.82,6.78,4.28 +36888,0.35,Ideal,G,IF,60.7,57.0,959,4.59,4.61,2.79 +18383,0.31,Good,F,SI1,64.1,61.0,618,4.29,4.2,2.72 +52345,0.72,Fair,E,SI1,56.9,61.0,2498,5.91,5.97,3.38 +28765,0.31,Premium,E,VS2,60.8,58.0,680,4.35,4.37,2.65 +3341,0.9,Premium,H,SI1,62.0,55.0,3377,6.21,6.17,3.84 +5967,0.9,Very Good,F,SI1,60.4,60.0,3950,6.23,6.29,3.78 +20933,1.51,Very Good,E,SI2,61.2,58.0,9140,7.3,7.35,4.48 +50690,0.7,Good,F,SI1,64.1,56.0,2289,5.63,5.6,3.6 +3080,0.9,Premium,D,SI2,61.0,61.0,3312,6.17,6.15,3.76 +43170,0.54,Ideal,H,VS2,62.6,57.0,1389,5.24,5.2,3.27 +16683,0.25,Ideal,I,VVS1,61.9,55.0,421,4.07,4.1,2.53 +28032,0.3,Very Good,E,VS2,62.9,58.0,658,4.22,4.27,2.67 +1941,0.9,Premium,E,SI2,59.5,61.0,3084,6.3,6.24,3.73 +13020,1.11,Ideal,G,SI1,61.9,57.0,5408,6.63,6.66,4.11 +29257,0.39,Ideal,I,VS2,60.8,56.0,698,4.72,4.75,2.88 +4540,1.0,Good,H,SI2,64.1,61.0,3640,6.36,6.27,4.05 +36377,0.37,Premium,D,VS1,61.9,58.0,941,4.56,4.62,2.84 +33335,0.32,Ideal,F,VVS1,61.1,56.0,827,4.42,4.45,2.71 +33049,0.3,Ideal,F,VVS1,62.6,55.0,814,4.28,4.31,2.69 +38189,0.41,Ideal,D,SI1,62.7,56.0,1015,4.78,4.73,2.98 +41571,0.41,Ideal,G,VVS2,61.9,55.0,1238,4.77,4.79,2.96 +30435,0.32,Ideal,H,VVS1,62.1,54.0,730,4.4,4.42,2.74 +50626,0.3,Ideal,E,SI2,62.0,54.0,401,4.33,4.35,2.69 +49105,0.55,Ideal,G,VVS2,62.0,53.8,2064,5.25,5.28,3.27 +10751,1.12,Very Good,G,SI2,60.2,59.0,4852,6.7,6.85,4.08 +50161,0.71,Very Good,J,VVS1,59.7,58.0,2218,5.8,5.83,3.47 +22193,1.13,Ideal,G,IF,61.7,57.0,10228,6.65,6.7,4.12 +31124,0.43,Very Good,G,SI1,60.4,58.0,754,4.87,4.9,2.95 +44677,0.71,Ideal,J,SI1,62.6,57.0,1609,5.7,5.65,3.55 +29715,0.31,Very Good,H,VVS1,61.9,58.0,707,4.32,4.34,2.68 +42036,0.53,Premium,G,SI1,61.3,58.0,1268,5.16,5.21,3.18 +22880,1.58,Ideal,I,VS1,62.4,54.0,10920,7.43,7.46,4.64 +31753,0.4,Ideal,D,SI1,62.0,56.0,772,4.68,4.71,2.91 +13831,1.25,Very Good,H,SI2,61.2,62.0,5637,6.84,6.95,4.22 +1074,0.31,Premium,H,SI1,61.7,59.0,558,4.39,4.36,2.7 +45230,0.46,Ideal,E,VVS2,62.6,55.0,1657,4.92,4.95,3.09 +52833,0.7,Ideal,F,VS2,62.8,56.0,2573,5.7,5.67,3.57 +10511,1.03,Very Good,H,SI1,60.4,58.0,4800,6.48,6.56,3.94 +25610,1.51,Very Good,F,VS1,58.9,60.0,14481,7.46,7.54,4.42 +31710,0.42,Very Good,I,VVS2,61.7,55.0,771,4.81,4.85,2.98 +39454,0.5,Good,E,SI2,63.1,58.0,1077,5.05,5.09,3.2 +34212,0.33,Ideal,D,VS2,62.3,54.0,855,4.46,4.43,2.77 +47273,0.5,Ideal,H,IF,61.1,58.0,1844,5.1,5.14,3.13 +25910,2.06,Good,I,VS2,60.2,64.0,15046,8.34,8.14,4.97 +7751,1.02,Ideal,I,VS2,60.8,57.0,4281,6.42,6.5,3.93 +49140,0.51,Ideal,D,VS1,61.6,57.0,2066,5.16,5.13,3.17 +15109,1.01,Very Good,F,VS2,61.0,57.0,6073,6.42,6.5,3.94 +31424,0.41,Ideal,F,SI1,61.2,58.0,764,4.76,4.81,2.93 +4244,0.9,Good,H,SI1,59.0,62.0,3577,6.23,6.27,3.69 +27840,0.39,Ideal,D,SI2,61.6,56.0,651,4.69,4.72,2.9 +41907,0.51,Very Good,G,SI1,59.7,58.0,1261,5.2,5.26,3.12 +40658,0.54,Good,H,SI1,63.3,57.0,1154,5.15,5.22,3.28 +42278,0.23,Very Good,F,VVS1,63.2,58.0,505,3.89,3.93,2.47 +17327,0.95,Ideal,G,IF,59.8,59.0,6951,6.36,6.43,3.82 +26162,2.0,Premium,G,SI2,60.1,62.0,15485,8.07,8.0,4.83 +32410,0.41,Premium,D,SI1,62.1,59.0,791,4.74,4.76,2.95 +45856,0.54,Ideal,D,SI1,62.6,55.0,1715,5.23,5.19,3.26 +24303,1.51,Premium,G,VS2,60.7,60.0,12551,7.4,7.36,4.48 +34023,0.4,Ideal,I,VVS1,61.0,56.0,849,4.79,4.81,2.93 +38973,0.3,Ideal,E,VVS2,61.4,55.0,1053,4.34,4.36,2.67 +11081,0.93,Very Good,F,VS2,62.7,58.0,4925,6.21,6.27,3.91 +37010,0.33,Premium,G,VVS2,60.6,58.0,965,4.5,4.47,2.72 +37325,0.4,Very Good,E,VS1,60.3,58.0,980,4.8,4.82,2.9 +20729,0.31,Premium,F,VS2,61.7,58.0,625,4.34,4.38,2.69 +30443,0.32,Premium,H,VVS1,61.5,59.0,730,4.37,4.41,2.7 +45591,0.52,Very Good,E,VS2,62.3,57.0,1689,5.1,5.17,3.2 +16519,1.0,Very Good,E,VS2,62.8,57.0,6600,6.34,6.37,3.99 +42752,0.51,Ideal,G,VS2,62.0,56.0,1343,5.11,5.18,3.19 +33610,0.31,Ideal,D,SI2,62.6,57.0,462,4.27,4.35,2.7 +26207,2.09,Ideal,H,SI2,62.0,59.0,15589,8.15,8.2,5.07 +27692,0.41,Ideal,J,VS1,61.5,55.0,648,4.77,4.79,2.94 +22755,2.01,Fair,H,SI2,65.3,56.0,10772,7.95,7.86,5.16 +43480,0.5,Premium,E,VS2,58.1,61.0,1420,5.23,5.17,3.02 +20962,1.2,Ideal,F,VS2,62.7,57.0,9176,6.71,6.76,4.22 +49288,0.7,Fair,E,SI2,64.6,53.0,2092,5.58,5.63,3.62 +31255,0.4,Ideal,J,IF,62.5,56.0,758,4.7,4.74,2.95 +11595,1.09,Premium,D,SI2,61.3,58.0,5042,6.65,6.62,4.07 +36353,0.4,Very Good,F,VS1,63.1,59.0,938,4.68,4.64,2.94 +39430,0.41,Premium,F,VS1,62.7,58.0,1076,4.77,4.74,2.98 +2459,0.89,Premium,G,SI1,61.1,58.0,3190,6.24,6.17,3.79 +53705,0.51,Ideal,D,VVS2,61.3,57.0,2718,5.14,5.17,3.16 +2709,0.29,Very Good,F,VVS1,61.5,56.0,563,4.26,4.3,2.63 +47046,0.5,Very Good,D,VS2,63.3,57.0,1819,5.08,5.06,3.21 +40331,0.56,Ideal,G,SI2,61.0,57.0,1127,5.34,5.32,3.25 +20616,1.3,Ideal,H,VS1,61.3,59.0,8915,6.97,7.03,4.29 +48187,0.65,Very Good,D,SI1,62.4,58.0,1945,5.52,5.57,3.46 +45140,0.57,Very Good,E,VS2,63.0,59.0,1654,5.25,5.29,3.32 +30068,0.32,Ideal,G,VS2,59.8,57.0,720,4.46,4.43,2.66 +52367,0.9,Good,I,SI2,64.0,55.0,2503,6.11,6.05,3.89 +29093,0.36,Premium,G,SI1,61.8,60.0,689,4.57,4.53,2.81 +39135,0.41,Premium,G,VS2,62.4,58.0,1061,4.76,4.72,2.96 +45250,0.43,Premium,D,VVS1,59.6,58.0,1659,4.94,4.89,2.93 +34523,0.33,Premium,G,VVS1,61.9,59.0,868,4.38,4.41,2.72 +52057,0.7,Very Good,H,VS1,62.5,61.0,2453,5.62,5.67,3.53 +4895,0.9,Very Good,I,VS2,61.2,57.0,3720,6.15,6.2,3.78 +20667,1.51,Very Good,I,VS2,63.0,60.0,8952,7.25,7.3,4.58 +34083,0.36,Ideal,E,VS1,61.6,57.0,852,4.54,4.58,2.81 +38258,0.3,Very Good,I,SI1,62.5,57.0,382,4.27,4.3,2.68 +24102,1.33,Ideal,G,VVS1,62.2,54.0,12255,7.02,7.06,4.38 +20384,0.31,Very Good,H,VVS2,62.8,57.0,625,4.3,4.33,2.71 +33786,0.32,Premium,H,IF,61.2,58.0,842,4.37,4.39,2.68 +5086,0.9,Good,G,SI1,60.0,61.0,3752,6.19,6.22,3.72 +34116,0.31,Ideal,E,VVS1,61.5,56.0,853,4.34,4.37,2.68 +3410,0.3,Ideal,F,VS2,62.1,57.0,568,4.27,4.3,2.66 +41734,0.41,Ideal,E,VVS2,62.8,54.0,1243,4.77,4.72,2.98 +30756,0.25,Ideal,E,VVS2,61.6,57.0,740,4.1,4.08,2.52 +40106,0.33,Premium,G,VVS1,62.1,58.0,1114,4.43,4.4,2.74 +19032,0.3,Ideal,E,VS2,61.3,57.0,621,4.3,4.34,2.65 +50803,0.61,Ideal,F,VS2,61.5,54.0,2306,5.48,5.51,3.38 +13499,0.7,Ideal,D,VVS2,61.3,56.0,5539,5.72,5.76,3.52 +35643,0.31,Ideal,G,VVS2,62.4,56.0,907,4.36,4.33,2.71 +21728,1.59,Ideal,G,VS2,61.8,56.0,9794,7.51,7.44,4.62 +16798,1.01,Premium,E,VS2,60.4,57.0,6697,6.49,6.45,3.91 +2340,0.74,Ideal,F,VS2,62.1,56.0,3171,5.79,5.83,3.61 +3684,0.7,Ideal,E,VS1,61.0,56.0,3446,5.7,5.77,3.5 +11572,1.03,Premium,G,SI1,61.9,56.0,5037,6.54,6.48,4.03 +36558,0.4,Premium,E,SI1,62.6,59.0,945,4.71,4.68,2.94 +15301,1.29,Premium,I,SI1,62.0,59.0,6140,7.03,6.98,4.34 +29530,0.41,Ideal,F,SI2,61.1,57.0,703,4.8,4.86,2.95 +28040,0.41,Good,F,SI1,64.4,56.0,659,4.69,4.72,3.03 +36191,0.61,Good,G,I1,61.2,57.2,931,5.44,5.49,3.34 +31978,0.26,Very Good,F,VS2,62.4,58.0,453,4.06,4.08,2.54 +36599,0.38,Ideal,E,VVS2,61.8,56.0,947,4.67,4.72,2.9 +32088,0.33,Ideal,D,VS2,62.3,56.0,781,4.43,4.46,2.77 +30336,0.34,Ideal,F,SI1,62.8,56.0,727,4.46,4.42,2.79 +23737,1.68,Ideal,E,SI2,60.4,55.0,11781,7.7,7.79,4.68 +25756,1.51,Good,E,VS2,62.6,60.0,14709,7.22,7.28,4.54 +24245,2.04,Fair,E,SI2,67.4,56.0,12454,7.8,7.76,5.24 +33756,0.38,Ideal,G,VS2,61.5,57.0,840,4.66,4.68,2.87 +49233,0.7,Ideal,I,SI1,59.9,59.0,2083,5.75,5.8,3.46 +45067,0.67,Fair,F,SI1,56.0,67.0,1642,5.81,5.78,3.25 +16656,1.21,Premium,F,SI1,60.0,60.0,6659,6.96,6.91,4.16 +10440,1.0,Good,D,SI1,65.1,54.0,4786,6.23,6.27,4.07 +21943,1.51,Ideal,H,SI1,61.3,56.0,10012,7.44,7.4,4.55 +31045,0.4,Good,I,VVS2,59.7,62.0,750,4.75,4.79,2.85 +4043,0.84,Premium,E,VS2,62.4,60.0,3528,6.04,5.98,3.75 +10601,1.01,Ideal,H,SI2,62.0,57.0,4825,6.4,6.43,3.98 +51828,0.7,Very Good,H,VS1,59.5,60.0,2421,5.74,5.76,3.42 +46019,0.53,Ideal,E,VS2,62.0,55.0,1727,5.21,5.17,3.22 +25069,1.06,Ideal,D,VVS2,61.9,56.0,13588,6.51,6.54,4.04 +3391,0.34,Very Good,F,SI1,62.8,56.0,566,4.42,4.46,2.79 +6364,0.32,Ideal,I,VS2,63.0,55.0,576,4.39,4.34,2.75 +20442,1.51,Fair,G,VS2,56.0,65.0,8794,7.68,7.57,4.27 +35958,0.36,Premium,E,SI2,58.5,59.0,475,4.67,4.63,2.72 +51362,0.72,Premium,G,SI2,61.6,55.0,2364,5.79,5.76,3.56 +52659,0.71,Very Good,I,VVS1,63.0,58.0,2549,5.6,5.67,3.55 +37590,0.44,Ideal,G,SI1,61.5,57.0,990,4.88,4.87,3.0 +45075,0.52,Ideal,E,VS2,61.5,56.0,1644,5.14,5.17,3.17 +53587,0.8,Ideal,G,SI1,60.8,57.0,2699,6.02,6.05,3.67 +1504,0.7,Ideal,F,VS1,62.4,55.0,2993,5.65,5.7,3.54 +20432,1.04,Very Good,F,VVS2,62.5,58.0,8785,6.37,6.46,4.01 +18087,1.11,Premium,F,VS1,62.8,56.0,7310,6.62,6.57,4.14 +30604,0.3,Ideal,D,SI2,60.2,56.0,447,4.37,4.4,2.64 +27807,0.3,Ideal,G,VVS2,61.9,57.0,650,4.3,4.33,2.66 +44914,0.53,Ideal,F,VS2,61.5,55.0,1631,5.2,5.27,3.22 +41483,0.39,Ideal,D,VVS2,61.8,57.0,1232,4.67,4.71,2.9 +26098,2.09,Premium,I,SI1,60.8,59.0,15339,8.28,8.24,5.02 +40871,0.64,Ideal,G,SI2,62.2,53.0,1175,5.54,5.56,3.45 +36345,0.32,Ideal,H,VVS1,61.9,55.0,936,4.38,4.37,2.71 +45072,0.59,Good,F,VS2,64.9,57.0,1643,5.2,5.25,3.39 +50262,0.54,Premium,G,VVS1,60.7,56.0,2236,5.3,5.25,3.2 +20884,1.73,Premium,J,SI1,60.7,58.0,9105,7.73,7.78,4.71 +28679,0.24,Ideal,E,VVS1,60.2,57.0,678,4.02,4.07,2.44 +41649,0.4,Ideal,E,VVS2,61.7,55.0,1238,4.76,4.74,2.93 +14750,1.5,Premium,H,SI2,60.2,59.0,5937,7.43,7.35,4.45 +52719,0.57,Ideal,F,VVS1,62.3,55.0,2555,5.31,5.32,3.31 +10257,0.81,Ideal,G,IF,62.4,54.0,4751,5.93,5.99,3.72 +22790,1.62,Premium,H,SI1,61.3,60.0,10813,7.48,7.53,4.6 +46405,0.53,Premium,F,VS1,59.4,58.0,1766,5.32,5.28,3.15 +4488,0.71,Very Good,F,VVS1,62.7,58.0,3626,5.67,5.72,3.57 +51257,0.54,Ideal,F,VVS1,60.8,56.0,2356,5.28,5.34,3.23 +32535,0.39,Very Good,G,VS1,62.7,58.0,798,4.63,4.69,2.92 +51115,0.77,Good,H,SI1,63.0,65.0,2338,5.82,5.74,3.64 +37153,0.32,Ideal,D,VS2,62.2,56.0,972,4.39,4.36,2.72 +8844,0.98,Very Good,H,SI2,62.2,60.0,4479,6.31,6.36,3.94 +8320,1.12,Premium,I,SI1,60.6,60.0,4390,6.77,6.73,4.09 +35502,0.41,Ideal,E,SI1,61.4,57.0,904,4.8,4.78,2.94 +51902,0.66,Premium,E,VS1,60.8,59.0,2433,5.58,5.6,3.4 +32947,0.34,Very Good,I,SI1,61.7,56.0,459,4.51,4.54,2.79 +7036,0.9,Ideal,G,SI1,62.1,56.0,4161,6.16,6.2,3.84 +5809,0.91,Very Good,D,SI2,60.8,58.0,3910,6.26,6.31,3.82 +19441,1.06,Ideal,G,VS1,61.5,57.0,8093,6.54,6.56,4.03 +46683,0.7,Good,H,SI2,62.8,57.0,1790,5.58,5.66,3.53 +838,0.82,Premium,F,SI2,59.7,57.0,2867,6.14,6.12,3.66 +51643,0.31,Premium,G,VS2,59.9,59.0,544,4.38,4.4,2.63 +19028,0.35,Good,H,VVS2,60.4,56.0,620,4.57,4.59,2.77 +11300,1.04,Premium,H,SI1,58.7,61.0,4980,6.62,6.57,3.87 +4236,0.91,Ideal,I,SI1,62.4,56.0,3574,6.2,6.24,3.88 +37719,0.34,Premium,G,VVS2,61.4,59.0,995,4.52,4.47,2.76 +21055,0.31,Ideal,F,VS2,61.8,56.0,625,4.33,4.37,2.69 +49045,0.7,Premium,G,SI2,61.8,61.0,2056,5.66,5.63,3.49 +21552,1.21,Very Good,F,VS1,61.1,61.0,9656,6.79,6.87,4.17 +36600,0.32,Ideal,F,VVS1,61.5,56.0,947,4.44,4.45,2.73 +13466,1.27,Very Good,J,VS2,62.7,58.0,5530,6.88,6.91,4.32 +12033,0.34,Ideal,G,VS2,61.0,57.0,596,4.48,4.5,2.74 +50977,0.31,Very Good,E,SI1,58.3,60.0,544,4.48,4.51,2.62 +23065,1.52,Very Good,G,VS2,62.4,56.0,11093,7.26,7.36,4.56 +53770,0.51,Ideal,F,VVS1,61.4,56.0,2726,5.15,5.17,3.17 +16400,1.26,Very Good,H,SI1,60.6,60.0,6546,6.97,7.0,4.23 +19449,1.51,Good,I,SI1,63.7,61.0,8097,7.11,7.15,4.54 +23511,1.7,Premium,I,VS2,60.7,59.0,11519,7.63,7.7,4.65 +23621,2.01,Premium,H,SI2,61.9,59.0,11646,8.13,7.97,4.98 +27945,0.23,Very Good,G,VVS2,62.8,55.0,431,3.93,3.95,2.47 +16636,0.91,Ideal,D,VS1,62.3,59.0,6652,6.16,6.19,3.85 +53361,0.7,Premium,G,VS2,60.9,60.0,2657,5.72,5.68,3.47 +30428,0.32,Very Good,G,VVS2,60.9,61.0,730,4.39,4.41,2.68 +2694,0.9,Good,I,VS2,63.8,55.0,3246,6.16,6.07,3.9 +26941,2.27,Premium,J,VS1,62.4,58.0,16994,8.36,8.41,5.23 +4118,0.79,Very Good,E,VS2,62.7,56.0,3539,5.85,5.88,3.68 +51980,0.31,Ideal,E,SI1,61.5,55.0,547,4.39,4.42,2.71 +36674,0.33,Ideal,E,VVS2,61.0,54.0,950,4.52,4.49,2.75 +3535,0.72,Ideal,E,VS1,61.2,56.0,3409,5.78,5.83,3.55 +43224,0.4,Premium,G,IF,60.8,58.0,1397,4.77,4.73,2.89 +39175,0.35,Premium,D,VS2,62.0,58.0,1063,4.56,4.54,2.82 +2476,0.76,Premium,E,VS2,60.1,59.0,3192,6.01,5.97,3.6 +46909,0.72,Very Good,I,SI2,63.2,62.0,1814,5.71,5.67,3.59 +47401,0.53,Ideal,H,VS1,60.8,57.0,1848,5.24,5.29,3.2 +26626,2.03,Very Good,I,SI1,62.3,60.0,16392,8.01,8.07,5.01 +43749,0.51,Premium,G,VS2,62.4,58.0,1438,5.11,5.12,3.19 +50419,0.71,Very Good,H,SI2,63.2,58.0,2259,5.63,5.67,3.57 +51631,0.31,Premium,E,SI1,59.2,60.0,544,4.36,4.42,2.6 +35149,0.43,Very Good,E,VS1,61.3,56.0,890,4.85,4.88,2.98 +38572,0.4,Premium,H,VS1,62.6,58.0,1035,4.73,4.66,2.94 +37977,0.32,Premium,E,VS1,62.0,58.0,1008,4.35,4.29,2.68 +18816,1.52,Fair,D,SI2,56.3,61.0,7702,7.7,7.62,4.31 +29750,0.36,Very Good,F,VS2,63.1,57.0,708,4.53,4.51,2.85 +16485,1.01,Ideal,G,VS2,62.1,58.0,6587,6.38,6.43,3.98 +26159,2.01,Premium,I,VS1,61.5,62.0,15475,8.07,7.94,4.92 +5857,1.0,Premium,J,SI1,58.7,58.0,3920,6.55,6.51,3.83 +25714,1.5,Ideal,E,VS2,63.4,54.0,14618,7.22,7.25,4.59 +12502,1.06,Very Good,F,SI2,61.8,56.4,5258,6.51,6.56,4.04 +13448,1.0,Very Good,G,SI1,61.0,56.7,5522,6.44,6.47,3.94 +13983,1.01,Ideal,D,SI1,62.1,56.0,5694,6.36,6.43,3.97 +30214,0.33,Premium,E,VS2,62.0,59.0,723,4.39,4.41,2.73 +46921,0.52,Very Good,G,VS1,63.3,55.0,1815,5.12,5.09,3.23 +28736,0.31,Ideal,E,VS2,61.8,56.0,680,4.34,4.36,2.69 +17710,0.32,Very Good,F,VS1,59.1,59.0,613,4.45,4.48,2.64 +12100,1.16,Premium,F,SI2,62.4,59.0,5164,6.72,6.64,4.17 +33619,0.31,Good,G,SI1,63.1,59.0,462,4.29,4.33,2.72 +10947,1.01,Premium,F,SI1,61.8,59.0,4899,6.34,6.41,3.94 +34428,0.3,Ideal,G,IF,61.4,57.0,863,4.3,4.33,2.65 +20325,1.5,Premium,I,SI1,61.2,61.0,8736,7.34,7.3,4.48 +53405,0.76,Very Good,E,SI1,63.0,59.0,2668,5.76,5.8,3.64 +41462,0.41,Ideal,G,VVS1,62.1,55.0,1230,4.79,4.74,2.96 +4717,0.28,Very Good,F,VVS1,58.9,62.0,572,4.27,4.32,2.53 +26255,2.0,Good,I,VS1,58.8,65.0,15708,8.03,8.1,4.74 +31979,0.26,Very Good,F,VS2,62.9,59.0,453,4.04,4.07,2.55 +28983,0.38,Ideal,E,SI1,62.1,55.0,685,4.64,4.67,2.89 +25107,2.21,Premium,J,SI2,62.7,57.0,13642,8.33,8.25,5.2 +28402,0.35,Good,G,SI1,63.8,54.0,669,4.48,4.46,2.85 +28586,0.3,Good,G,VS2,63.9,55.0,675,4.28,4.27,2.73 +32375,0.32,Ideal,D,VS1,62.2,54.0,790,4.41,4.43,2.75 +14053,0.31,Premium,G,VS2,61.2,59.0,605,4.4,4.36,2.68 +1997,0.53,Ideal,D,VVS1,61.6,55.0,3097,5.21,5.27,3.23 +17211,1.29,Premium,I,VS1,63.0,57.0,6877,6.99,6.89,4.37 +36390,0.31,Premium,D,VVS1,62.7,58.0,942,4.31,4.3,2.7 +19011,1.12,Premium,G,VS1,62.2,59.0,7827,6.61,6.58,4.1 +44634,0.57,Very Good,E,SI1,60.3,57.0,1608,5.34,5.4,3.24 +22716,1.01,Premium,D,VVS2,62.4,58.0,10732,6.39,6.44,4.0 +9766,1.02,Ideal,I,VS2,61.5,57.0,4662,6.49,6.45,3.98 +15445,1.0,Very Good,F,VS2,62.9,59.0,6183,6.4,6.47,4.02 +26533,2.02,Premium,I,SI1,62.5,59.0,16191,8.05,8.01,5.02 +39237,0.33,Ideal,F,VVS2,62.4,56.0,1067,4.43,4.41,2.76 +48754,0.76,Good,I,SI1,64.1,59.0,2016,5.75,5.73,3.68 +2920,0.74,Ideal,H,VVS1,62.5,55.0,3287,5.76,5.79,3.61 +7935,1.08,Premium,G,SI2,59.8,57.0,4318,6.72,6.66,4.0 +48301,0.31,Ideal,D,SI1,61.8,57.0,533,4.33,4.37,2.69 +48177,0.54,Ideal,H,VVS1,60.4,55.0,1944,5.32,5.27,3.2 +46176,0.5,Premium,E,VS2,61.8,58.0,1746,5.11,5.05,3.14 +35851,0.33,Ideal,E,VVS2,61.6,55.0,917,4.43,4.47,2.74 +14698,1.0,Good,F,VS2,63.7,59.0,5929,6.27,6.32,4.01 +36241,0.46,Ideal,G,SI1,62.2,53.4,934,4.95,4.98,3.09 +35745,0.3,Ideal,D,VS2,62.5,57.0,911,4.29,4.25,2.67 +1031,0.7,Very Good,G,VVS2,59.3,62.0,2905,5.78,5.82,3.44 +21078,1.7,Very Good,J,SI1,63.2,57.0,9253,7.63,7.55,4.8 +18304,1.07,Ideal,H,VS1,61.0,57.0,7440,6.59,6.63,4.03 +42173,0.5,Ideal,F,SI1,62.7,56.0,1286,5.12,5.05,3.19 +3647,0.9,Fair,F,SI1,65.1,56.0,3437,6.08,6.05,3.95 +20375,0.31,Very Good,F,VS2,62.9,56.0,625,4.3,4.32,2.71 +34402,0.34,Ideal,H,IF,61.7,56.0,863,4.5,4.51,2.78 +44699,0.6,Ideal,E,SI1,60.6,57.0,1613,5.43,5.47,3.3 +14201,1.01,Very Good,G,VS2,61.6,61.0,5759,6.36,6.46,3.95 +46076,0.45,Premium,D,VVS1,61.5,55.0,1736,5.02,4.97,3.07 +1021,0.71,Premium,E,VS2,59.6,60.0,2902,5.85,5.8,3.47 +27852,0.31,Ideal,G,VS2,61.8,53.0,652,4.35,4.39,2.7 +30752,0.31,Fair,F,VVS1,63.1,61.0,740,4.32,4.37,2.74 +46282,0.5,Very Good,E,VS1,61.4,55.0,1755,5.09,5.14,3.14 +11321,1.12,Premium,I,VS2,62.8,57.0,4986,6.68,6.61,4.17 +45725,0.6,Premium,E,SI1,60.0,57.0,1698,5.52,5.48,3.3 +19075,1.54,Ideal,I,VS2,60.7,56.0,7848,7.51,7.46,4.54 +28764,0.31,Premium,F,VS1,61.8,60.0,680,4.35,4.39,2.7 +21440,1.42,Good,F,VS2,63.7,57.0,9542,7.08,6.99,4.48 +4426,1.15,Ideal,G,SI2,62.8,57.0,3613,6.7,6.65,4.19 +35849,0.31,Ideal,F,VVS2,61.5,56.0,917,4.35,4.37,2.68 +33932,0.33,Ideal,I,VS2,61.5,57.0,463,4.42,4.49,2.74 +609,0.71,Ideal,F,VS1,62.1,55.0,2839,5.82,5.68,3.57 +2880,0.92,Good,D,SI2,57.8,63.0,3277,6.4,6.36,3.69 +13754,1.0,Premium,F,VS2,61.9,59.0,5606,6.38,6.34,3.94 +47488,0.72,Ideal,J,SI1,61.8,54.0,1864,5.76,5.8,3.57 +16747,1.33,Premium,F,SI2,59.9,58.0,6668,7.13,7.17,4.28 +46070,0.46,Ideal,E,VVS2,62.6,55.0,1736,4.95,4.92,3.09 +11067,0.34,Very Good,G,VS2,62.9,55.0,596,4.45,4.52,2.82 +6751,1.0,Good,F,SI2,65.7,62.0,4102,6.15,6.21,4.06 +43394,0.5,Ideal,I,VS2,61.9,56.0,1410,5.08,5.13,3.16 +15152,2.06,Good,H,I1,64.3,58.0,6091,8.03,7.99,5.15 +9055,0.34,Ideal,I,SI1,60.2,57.0,589,4.54,4.5,2.72 +3205,0.53,Ideal,D,VVS2,61.6,56.0,3346,5.21,5.24,3.22 +37529,0.31,Ideal,E,IF,60.9,55.0,987,4.39,4.41,2.68 +35304,0.3,Good,H,VS2,63.5,59.0,473,4.2,4.27,2.69 +14666,1.01,Very Good,G,VS2,63.0,57.0,5919,6.35,6.42,4.02 +41372,0.51,Good,F,SI1,63.1,54.0,1220,5.06,5.12,3.21 +52379,0.7,Very Good,G,VS2,60.6,60.0,2507,5.67,5.78,3.47 +32520,0.35,Ideal,G,VVS2,61.0,57.0,798,4.54,4.58,2.78 +25750,2.2,Ideal,G,SI2,59.9,57.0,14691,8.54,8.49,5.1 +16055,1.02,Ideal,F,VS2,62.1,57.0,6412,6.44,6.37,3.98 +19385,1.55,Premium,J,VS2,60.7,59.0,8055,7.5,7.47,4.54 +33841,0.38,Ideal,E,SI1,61.1,55.0,844,4.69,4.73,2.88 +4058,0.36,Ideal,G,SI1,61.1,55.0,571,4.58,4.62,2.81 +32156,0.28,Ideal,F,VVS2,62.6,54.0,787,4.21,4.22,2.64 +38724,0.41,Very Good,H,VVS1,61.4,60.0,1043,4.73,4.78,2.92 +53143,0.78,Ideal,F,SI2,61.2,56.0,2622,5.93,5.97,3.64 +20622,1.23,Ideal,H,VVS1,61.4,56.0,8920,6.89,6.91,4.24 +26457,1.5,Ideal,D,VS2,62.8,53.5,15996,7.27,7.33,4.58 +28262,0.23,Very Good,D,VS1,61.8,57.0,357,3.9,3.93,2.42 +11514,1.27,Ideal,J,SI2,61.2,56.0,5021,6.99,6.95,4.27 +22694,0.32,Very Good,E,VS1,64.0,56.0,630,4.33,4.36,2.78 +18013,1.07,Ideal,F,SI1,61.5,56.0,7286,6.58,6.62,4.06 +34087,0.36,Premium,E,VS1,60.4,58.0,852,4.64,4.67,2.81 +1475,0.9,Very Good,J,VS2,63.1,57.0,2984,6.12,6.06,3.84 +27360,1.51,Premium,D,VS1,63.0,52.0,17936,7.37,7.3,4.62 +24964,1.5,Premium,D,SI1,61.6,59.0,13445,7.4,7.3,4.53 +53698,0.7,Fair,H,VVS2,64.5,65.0,2717,5.52,5.45,3.54 +535,0.78,Premium,F,SI1,60.8,60.0,2826,5.97,5.94,3.62 +42935,0.36,Very Good,I,VS2,61.6,58.0,505,4.52,4.57,2.8 +44918,0.53,Very Good,F,VS2,60.6,55.0,1631,5.23,5.26,3.18 +16015,1.3,Premium,H,SI2,60.1,57.0,6406,7.17,7.13,4.3 +24904,1.51,Ideal,F,SI1,61.7,56.0,13334,7.35,7.41,4.55 +19540,1.0,Very Good,F,VVS2,63.2,56.0,8172,6.35,6.3,4.0 +40815,0.39,Ideal,D,VS1,61.9,57.0,1170,4.71,4.69,2.91 +8198,1.2,Fair,H,SI2,64.8,58.0,4368,6.61,6.56,4.27 +52741,0.81,Ideal,E,SI2,62.0,55.0,2559,6.0,5.96,3.71 +24376,0.34,Ideal,E,SI1,61.2,57.0,637,4.48,4.51,2.75 +48237,0.46,Ideal,F,IF,62.0,55.0,1950,4.96,4.98,3.08 +28061,0.38,Ideal,E,SI1,62.3,53.0,660,4.65,4.69,2.91 +37282,0.3,Ideal,G,VS2,61.0,57.0,484,4.33,4.36,2.65 +5131,1.0,Fair,E,SI2,64.6,54.0,3763,6.33,6.27,4.07 +23757,1.52,Good,H,VS1,63.5,60.0,11804,7.24,7.28,4.61 +40494,0.42,Ideal,F,VVS2,61.3,57.0,1142,4.8,4.82,2.95 +8143,1.08,Premium,I,SI1,60.5,60.0,4355,6.67,6.61,4.02 +7238,0.9,Premium,G,VS2,61.3,59.0,4194,6.21,6.15,3.79 +52043,0.71,Ideal,H,VS2,60.9,55.0,2450,5.76,5.74,3.5 +28146,0.3,Ideal,G,VVS2,61.8,56.0,665,4.31,4.33,2.67 +40123,0.41,Ideal,F,VVS2,60.6,57.0,1115,4.81,4.86,2.93 +42989,0.6,Good,F,SI1,63.7,61.0,1367,5.24,5.21,3.33 +35123,0.35,Ideal,G,VVS1,61.2,56.0,887,4.55,4.57,2.79 +9975,1.16,Premium,J,VS2,62.2,59.0,4702,6.74,6.69,4.18 +8625,0.9,Very Good,D,SI1,63.4,57.0,4447,6.13,6.1,3.88 +10273,1.2,Very Good,J,SI1,61.4,59.0,4752,6.82,6.87,4.2 +10135,1.06,Very Good,F,SI1,62.5,58.0,4721,6.46,6.5,4.05 +42261,0.49,Good,F,VS1,58.5,61.5,1294,5.18,5.21,3.04 +44604,0.53,Premium,G,VS2,62.5,56.0,1607,5.19,5.18,3.24 +30725,0.41,Very Good,D,SI1,59.2,62.0,738,4.82,4.85,2.86 +2134,0.7,Ideal,G,VVS1,62.3,57.0,3123,5.61,5.65,3.51 +14886,1.01,Ideal,G,VS2,61.7,57.0,5995,6.48,6.45,3.99 +4787,1.2,Very Good,H,I1,58.6,57.0,3696,6.96,7.01,4.09 +8754,1.03,Very Good,G,SI2,61.4,54.0,4466,6.52,6.57,4.02 +13344,1.0,Good,F,VS2,63.4,56.0,5505,6.27,6.35,4.0 +27582,2.03,Premium,G,SI1,61.3,59.0,18423,8.11,8.08,4.96 +52531,0.7,Ideal,I,VVS2,61.8,56.0,2530,5.69,5.75,3.54 +23891,2.0,Ideal,H,SI2,59.7,57.0,11988,8.29,8.22,4.93 +46223,0.5,Premium,D,VS2,61.1,58.0,1752,5.09,5.12,3.12 +3519,0.81,Ideal,E,SI1,62.3,57.0,3404,5.95,5.99,3.72 +35005,0.42,Premium,G,SI1,61.6,61.0,882,4.82,4.79,2.96 +32545,0.27,Ideal,E,VVS1,62.3,56.0,799,4.17,4.15,2.59 +24249,2.15,Premium,H,SI2,62.2,56.0,12458,8.29,8.2,5.13 +34422,0.3,Ideal,G,IF,62.3,54.0,863,4.32,4.35,2.7 +15034,0.3,Very Good,H,VVS2,62.9,57.0,605,4.28,4.31,2.7 +45012,0.62,Ideal,F,SI1,62.7,54.0,1637,5.47,5.53,3.45 +31845,0.34,Premium,H,VVS1,61.1,59.0,775,4.48,4.52,2.75 +8854,1.0,Fair,E,VS2,66.4,51.0,4480,6.31,6.22,4.16 +9464,1.11,Ideal,H,SI2,60.9,56.0,4600,6.71,6.73,4.09 +39193,0.4,Ideal,D,VS1,62.3,54.0,1064,4.7,4.74,2.94 +4869,1.02,Premium,I,SI1,60.2,60.0,3713,6.45,6.39,3.87 +8070,0.31,Ideal,F,VS2,61.6,56.0,583,4.35,4.38,2.69 +52397,0.58,Ideal,F,VVS2,62.2,56.0,2509,5.32,5.35,3.32 +1261,0.74,Ideal,I,VS1,61.1,57.0,2947,5.83,5.86,3.57 +20081,1.18,Ideal,G,VS1,61.9,56.0,8556,6.81,6.76,4.2 +2148,0.72,Ideal,G,VVS2,61.2,57.0,3126,5.72,5.81,3.53 +34178,0.33,Ideal,G,VS1,61.9,55.0,854,4.44,4.41,2.74 +25335,2.05,Ideal,J,SI1,60.3,60.0,14037,8.17,8.24,4.95 +46803,0.55,Ideal,H,VVS2,61.7,57.0,1806,5.28,5.26,3.25 +33908,0.3,Ideal,E,VS2,62.0,55.0,844,4.3,4.25,2.65 +17511,1.15,Very Good,H,VS1,62.5,56.0,7040,6.65,6.72,4.18 +36602,0.32,Good,D,SI2,63.4,56.0,477,4.36,4.38,2.77 +9950,1.13,Fair,I,VS2,55.9,67.0,4695,7.05,6.94,3.9 +20638,1.51,Premium,J,VVS2,62.5,59.0,8930,7.34,7.29,4.57 +35801,0.31,Very Good,F,IF,61.4,55.0,914,4.39,4.41,2.7 +43704,0.51,Good,E,VS2,63.1,59.0,1436,5.04,5.07,3.19 +10729,0.31,Ideal,D,SI2,62.0,56.0,593,4.35,4.33,2.69 +42020,0.57,Very Good,I,VS2,62.2,55.0,1267,5.33,5.34,3.32 +31440,0.43,Very Good,E,SI2,59.0,60.0,765,4.9,4.96,2.91 +51658,0.3,Ideal,G,VS2,62.0,54.0,545,4.33,4.35,2.69 +26838,2.01,Good,H,SI1,62.2,58.0,16737,7.99,8.05,4.99 +30915,0.34,Ideal,E,VS2,62.4,55.0,745,4.48,4.53,2.81 +41287,0.42,Ideal,D,VVS2,61.7,57.0,1210,4.82,4.8,2.97 +36244,0.41,Premium,E,VS2,62.1,58.0,935,4.75,4.78,2.96 +31682,0.26,Ideal,E,VVS2,62.0,56.0,769,4.13,4.1,2.55 +9093,1.32,Premium,G,SI2,58.9,59.0,4524,7.25,7.18,4.25 +8521,0.95,Premium,G,SI1,58.0,62.0,4426,6.47,6.42,3.74 +38071,0.3,Premium,E,VVS2,61.8,58.0,1013,4.29,4.26,2.64 +40649,0.54,Premium,F,SI2,59.6,60.0,1154,5.25,5.28,3.14 +37479,0.35,Ideal,H,IF,60.5,56.0,984,4.59,4.56,2.77 +13827,1.2,Ideal,I,VS2,62.5,56.0,5634,6.77,6.74,4.22 +47725,0.54,Very Good,E,VS1,61.8,58.0,1889,5.23,5.28,3.25 +38357,0.33,Ideal,D,VVS2,60.9,57.0,1021,4.48,4.46,2.72 +8772,1.01,Good,D,SI2,64.6,59.0,4468,6.23,6.3,4.05 +19702,0.37,Very Good,G,SI2,63.4,57.0,624,4.57,4.55,2.89 +16869,1.37,Ideal,G,SI2,62.8,57.0,6730,7.12,7.06,4.45 +2048,0.32,Very Good,E,SI1,61.6,56.0,561,4.39,4.41,2.71 +22788,1.16,Premium,F,VVS1,60.4,60.0,10809,6.9,6.77,4.13 +22057,1.72,Good,G,SI2,62.8,59.3,10084,7.55,7.62,4.76 +18679,1.51,Very Good,J,SI1,62.3,59.0,7637,7.22,7.28,4.52 +27585,2.0,Premium,E,SI2,61.8,56.0,18426,8.12,8.05,5.0 +36374,0.32,Ideal,G,IF,61.9,56.0,940,4.39,4.46,2.74 +37255,0.31,Ideal,F,VVS2,62.4,55.0,977,4.36,4.33,2.71 +5162,0.9,Very Good,F,SI2,61.4,62.0,3770,6.11,6.2,3.78 +14014,1.01,Good,G,VS2,63.6,60.0,5701,6.35,6.3,4.02 +43929,0.3,Ideal,I,VVS2,62.1,56.0,515,4.29,4.31,2.67 +13378,0.26,Very Good,D,VS1,63.3,57.0,420,4.03,4.06,2.56 +17229,0.97,Very Good,F,VVS2,58.1,60.0,6889,6.49,6.53,3.78 +15032,0.3,Premium,G,VS1,62.2,59.0,605,4.28,4.31,2.67 +756,0.72,Ideal,E,SI1,62.3,57.0,2857,5.76,5.7,3.57 +17064,0.32,Premium,G,SI1,62.6,58.0,612,4.37,4.35,2.73 +10117,1.02,Premium,G,SI1,60.8,58.0,4718,6.5,6.46,3.94 +771,0.9,Fair,G,SI2,64.5,56.0,2858,6.06,6.0,3.89 +51228,0.7,Fair,D,SI1,64.9,64.0,2352,5.57,5.5,3.59 +1705,0.8,Very Good,H,VVS2,62.9,56.0,3036,5.9,5.96,3.73 +49098,0.51,Ideal,H,IF,59.6,59.0,2063,5.2,5.24,3.11 +45480,0.56,Ideal,D,SI1,61.9,55.0,1677,5.29,5.31,3.28 +51243,0.7,Premium,F,SI1,61.5,57.0,2354,5.74,5.68,3.51 +3159,0.78,Ideal,E,VS2,62.0,55.0,3334,5.89,5.95,3.67 +41202,0.4,Very Good,E,VVS2,60.5,58.0,1205,4.76,4.8,2.89 +6562,0.91,Ideal,E,VS2,62.1,55.0,4077,6.17,6.14,3.82 +31496,0.34,Ideal,G,VS2,62.2,55.0,765,4.5,4.47,2.79 +22091,1.58,Very Good,I,VS1,61.8,57.0,10112,7.5,7.56,4.64 +43916,0.31,Ideal,H,VS2,61.5,55.2,513,4.36,4.39,2.7 +9865,1.03,Good,G,SI1,63.2,58.0,4679,6.38,6.43,4.05 +40654,0.54,Ideal,H,SI1,61.0,56.0,1154,5.24,5.28,3.21 +8836,1.02,Premium,E,SI2,59.6,59.0,4478,6.59,6.54,3.91 +8278,1.02,Premium,D,SI2,60.9,61.0,4381,6.39,6.31,3.87 +36658,0.3,Ideal,E,VVS2,61.3,57.0,949,4.3,4.32,2.64 +37335,0.43,Very Good,E,VS2,62.8,56.0,981,4.79,4.86,3.03 +494,0.74,Ideal,I,VVS1,60.8,57.0,2822,5.85,5.89,3.57 +10957,1.25,Ideal,H,SI2,61.6,54.0,4900,6.94,6.88,4.25 +35634,0.29,Very Good,E,VS1,62.8,44.0,474,4.2,4.24,2.65 +16404,1.28,Ideal,G,SI2,61.1,58.0,6548,6.98,7.03,4.28 +51222,0.71,Good,F,SI1,63.9,57.0,2352,5.61,5.57,3.57 +33115,0.34,Fair,F,VS2,64.7,55.0,816,4.52,4.41,2.89 +19474,1.11,Ideal,G,VS1,61.4,57.0,8112,6.68,6.65,4.09 +30461,0.32,Ideal,G,VVS1,61.3,60.0,732,4.39,4.42,2.7 +45939,0.53,Ideal,D,VS2,61.7,55.0,1722,5.2,5.24,3.22 +33399,0.32,Ideal,D,VS2,61.0,56.0,828,4.41,4.44,2.7 +3768,1.5,Premium,H,I1,60.1,57.0,3457,7.4,7.28,4.42 +40304,0.4,Ideal,E,VS1,61.2,57.0,1125,4.77,4.74,2.91 +35846,0.4,Ideal,G,VVS2,62.6,53.0,917,4.72,4.77,2.97 +35296,0.3,Ideal,I,VS1,62.5,57.0,473,4.29,4.32,2.69 +41207,0.53,Ideal,H,SI1,61.5,54.0,1205,5.21,5.26,3.22 +47825,0.53,Premium,D,VS2,60.2,58.0,1904,5.26,5.23,3.16 +49331,0.59,Very Good,E,VS2,60.6,60.0,2094,5.44,5.49,3.31 +17247,1.07,Premium,G,VS2,61.9,58.0,6903,6.55,6.54,4.05 +38463,0.46,Very Good,D,VS2,63.4,59.0,1030,4.88,4.83,3.08 +45214,0.51,Good,E,VS2,63.3,56.0,1656,5.08,5.12,3.23 +5984,1.13,Good,F,SI2,64.0,58.0,3952,6.52,6.58,4.19 +27325,2.43,Ideal,I,SI2,62.3,59.0,17856,8.54,8.61,5.34 +13426,1.08,Very Good,H,VS2,62.9,59.0,5515,6.47,6.56,4.1 +14787,1.25,Premium,H,SI2,62.1,58.0,5950,6.93,6.86,4.28 +16493,1.04,Premium,G,VS2,60.1,59.0,6589,6.56,6.59,3.95 +27533,1.62,Ideal,F,VS2,61.2,57.0,18281,7.52,7.58,4.62 +35004,0.42,Ideal,G,SI1,63.0,55.0,882,4.81,4.77,3.02 +8103,1.2,Good,D,I1,63.6,60.0,4346,6.72,6.67,4.26 +44315,0.33,Very Good,G,SI1,61.2,56.0,521,4.44,4.46,2.72 +29909,0.35,Good,E,VS2,57.8,60.0,711,4.64,4.67,2.69 +4602,0.96,Fair,H,VS2,68.8,56.0,3658,6.11,5.98,4.16 +28511,0.3,Ideal,F,VS2,63.0,55.0,673,4.29,4.28,2.7 +40596,0.28,Ideal,H,VS1,61.8,57.0,497,4.2,4.22,2.6 +26988,2.13,Premium,H,SI2,62.3,57.0,17073,8.24,8.16,5.11 +19533,1.5,Good,H,VS2,63.9,59.0,8165,7.25,7.18,4.61 +42454,0.5,Ideal,E,SI1,61.6,57.0,1316,5.09,5.13,3.15 +15743,1.0,Very Good,H,VVS1,63.5,60.0,6296,6.36,6.3,4.02 +12476,1.01,Good,E,SI1,63.6,57.0,5251,6.27,6.3,4.0 +46230,0.5,Premium,D,VS2,61.2,60.0,1752,5.08,5.12,3.12 +13146,1.3,Premium,J,SI1,61.8,59.0,5438,6.99,6.95,4.31 +40971,0.51,Good,D,SI2,63.8,56.0,1180,5.07,5.09,3.24 +47809,0.71,Very Good,J,VS2,62.6,54.0,1902,5.68,5.72,3.57 +16822,1.04,Premium,G,VS2,61.8,58.0,6709,6.51,6.46,4.01 +4117,0.79,Premium,G,SI1,61.2,56.0,3539,6.0,5.96,3.66 +22980,1.02,Ideal,E,VVS1,61.4,57.0,11028,6.39,6.47,3.95 +33780,0.32,Premium,D,VS2,62.9,59.0,842,4.39,4.36,2.75 +10591,0.91,Very Good,E,VS2,62.9,55.0,4823,6.13,6.17,3.87 +40829,0.57,Very Good,G,SI2,60.5,56.0,1171,5.41,5.44,3.28 +6563,0.92,Premium,H,VS2,61.3,58.0,4077,6.21,6.26,3.82 +29703,0.31,Ideal,H,VVS1,61.6,55.0,707,4.35,4.38,2.69 +7936,1.08,Very Good,G,SI2,63.2,57.0,4318,6.54,6.5,4.12 +16108,1.23,Ideal,H,SI1,61.0,56.0,6439,6.96,6.92,4.23 +5981,1.05,Premium,E,SI2,60.9,61.0,3951,6.61,6.55,4.01 +13318,1.01,Good,E,SI1,63.3,55.0,5499,6.37,6.42,4.05 +37398,0.32,Very Good,D,VVS1,61.9,54.0,983,4.42,4.46,2.75 +15058,0.3,Ideal,F,VS2,61.6,57.0,605,4.3,4.33,2.66 +50583,1.0,Fair,F,I1,68.0,57.0,2280,6.14,6.05,4.15 +38339,0.32,Premium,G,IF,59.4,59.0,1020,4.51,4.48,2.67 +44997,0.31,Very Good,I,SI1,63.3,53.0,523,4.32,4.3,2.73 +7041,1.02,Ideal,F,SI2,62.1,56.0,4162,6.41,6.44,3.99 +11893,1.02,Ideal,F,SI2,62.9,58.0,5115,6.34,6.42,4.01 +17782,1.51,Good,J,SI1,62.4,64.0,7162,7.31,7.23,4.54 +41863,0.64,Ideal,I,SI2,61.2,55.0,1257,5.54,5.6,3.41 +35229,0.27,Ideal,D,IF,62.4,56.0,893,4.15,4.12,2.58 +34401,0.34,Ideal,H,IF,61.9,53.0,863,4.5,4.52,2.79 +19400,1.22,Premium,G,VS2,61.1,56.0,8062,6.94,6.85,4.21 +39033,0.41,Ideal,H,SI1,62.2,55.0,1056,4.76,4.79,2.97 +488,0.7,Premium,E,VS1,60.8,60.0,2822,5.74,5.71,3.48 +23177,1.5,Premium,G,VS2,58.4,58.0,11189,7.54,7.5,4.39 +4739,0.3,Ideal,F,VS2,61.9,54.0,573,4.29,4.33,2.67 +51668,0.7,Ideal,I,VS1,62.4,56.0,2398,5.66,5.68,3.54 +52494,0.6,Ideal,G,VVS1,62.0,55.5,2524,5.37,5.42,3.35 +19243,1.09,Ideal,E,VS2,62.4,55.0,7978,6.55,6.6,4.1 +14493,1.2,Very Good,H,VS1,63.1,57.0,5853,6.69,6.65,4.2 +30928,0.34,Premium,F,VS1,60.4,58.0,745,4.51,4.53,2.73 +21826,1.26,Premium,F,VS1,62.7,58.0,9896,6.86,6.93,4.32 +53766,0.7,Very Good,D,SI1,61.8,55.0,2726,5.73,5.76,3.55 +37084,0.41,Premium,E,SI1,61.0,59.0,969,4.82,4.78,2.93 +39798,0.5,Ideal,F,SI2,62.0,58.0,1095,5.08,5.11,3.16 +53662,0.73,Ideal,E,SI1,61.6,57.0,2707,5.81,5.78,3.57 +20322,1.5,Good,I,SI1,64.3,55.0,8736,7.24,7.19,4.64 +20173,1.06,Ideal,G,VVS2,60.1,57.0,8626,6.61,6.66,3.99 +25537,2.14,Ideal,G,SI2,62.9,56.0,14359,8.18,8.14,5.13 +3358,0.92,Good,I,SI1,63.3,58.0,3382,6.14,6.18,3.9 +51534,0.7,Premium,G,SI1,63.0,56.0,2386,5.68,5.65,3.57 +6983,1.03,Premium,J,SI1,61.7,54.0,4153,6.56,6.5,4.03 +11644,0.65,Ideal,D,VVS1,60.9,57.0,5052,5.58,5.61,3.41 +7795,1.04,Very Good,I,SI1,62.0,57.0,4290,6.47,6.5,4.02 +32390,0.4,Very Good,E,VS2,63.8,55.0,791,4.66,4.71,2.99 +44643,0.33,Good,H,VS2,63.8,55.0,521,4.4,4.44,2.82 +52304,0.23,Ideal,F,VS1,61.4,55.0,548,3.96,3.99,2.44 +27754,0.32,Ideal,I,VS1,62.3,57.0,648,4.42,4.37,2.74 +14665,1.01,Very Good,G,VS2,59.1,58.0,5919,6.56,6.63,3.9 +43652,0.53,Ideal,H,VS2,61.9,55.2,1435,5.21,5.24,3.24 +17008,1.33,Premium,F,SI2,59.9,58.0,6790,7.17,7.13,4.28 +51776,0.74,Ideal,F,SI2,61.6,55.0,2410,5.81,5.87,3.6 +20078,1.0,Very Good,F,VVS2,62.9,55.0,8555,6.29,6.36,3.98 +15594,1.53,Ideal,I,SI2,61.8,56.0,6255,7.4,7.35,4.56 +2824,0.81,Premium,D,SI1,62.4,59.0,3266,5.96,5.89,3.7 +13761,1.2,Very Good,G,SI2,63.1,57.0,5609,6.68,6.79,4.25 +29240,0.37,Very Good,G,VS1,58.3,62.0,696,4.72,4.75,2.76 +11111,1.08,Very Good,I,SI1,62.2,57.0,4933,6.57,6.54,4.08 +49162,0.69,Very Good,I,VS2,63.3,57.0,2070,5.64,5.57,3.55 +25105,1.7,Ideal,H,VS2,62.2,57.0,13632,7.63,7.67,4.76 +23000,1.2,Ideal,D,VS1,61.0,59.0,11053,6.79,6.85,4.16 +45830,0.5,Fair,G,VVS2,64.9,58.0,1712,5.0,4.95,3.23 +23616,1.34,Ideal,G,VVS1,62.2,56.0,11640,7.11,7.04,4.4 +28047,0.32,Very Good,G,VS1,60.8,56.0,660,4.45,4.48,2.71 +27431,2.51,Ideal,I,SI2,58.4,62.0,18037,8.87,8.79,5.15 +20893,1.71,Premium,I,VS2,61.5,58.0,9116,7.74,7.54,4.7 +30874,0.33,Premium,G,VS2,61.9,59.0,743,4.46,4.4,2.74 +32985,0.37,Premium,E,VS2,59.1,60.0,811,4.66,4.68,2.76 +48103,0.5,Premium,G,VVS2,59.6,60.0,1935,5.18,5.15,3.08 +38237,0.41,Very Good,D,VS1,62.3,59.0,1018,4.72,4.79,2.96 +15662,1.29,Premium,I,VS2,62.2,57.0,6279,7.01,6.97,4.35 +27290,2.0,Good,E,SI2,57.7,61.0,17760,8.31,8.19,4.76 +24058,0.26,Premium,E,VVS1,60.9,59.0,635,4.09,4.12,2.5 +18654,1.11,Premium,E,VS2,62.2,58.0,7619,6.61,6.64,4.12 +21328,1.51,Very Good,E,SI1,61.8,57.0,9474,7.36,7.43,4.57 +39373,0.41,Premium,G,VVS1,59.7,60.0,1074,4.83,4.85,2.89 +48617,0.54,Ideal,G,SI1,60.0,57.0,1999,5.31,5.36,3.2 +15049,0.3,Ideal,G,VS1,62.0,54.0,605,4.3,4.35,2.68 +21137,1.52,Premium,I,SI1,62.8,62.0,9295,7.29,7.23,4.56 +30028,0.32,Ideal,G,VS1,62.5,57.0,718,4.37,4.34,2.72 +36590,0.33,Ideal,G,IF,61.7,55.0,946,4.47,4.48,2.76 +24331,2.02,Ideal,J,SI1,62.4,56.0,12591,8.03,8.19,5.06 +22260,1.14,Ideal,G,IF,61.1,57.0,10313,6.7,6.76,4.11 +23516,1.57,Ideal,F,SI1,62.4,56.0,11523,7.46,7.41,4.64 +22725,1.54,Ideal,D,SI2,61.6,57.0,10740,7.4,7.44,4.57 +2779,0.71,Ideal,G,VVS1,62.8,56.0,3254,5.71,5.76,3.6 +21266,1.57,Ideal,H,SI1,61.8,55.0,9416,7.47,7.51,4.63 +49640,0.32,Premium,G,SI2,62.7,58.0,540,4.39,4.35,2.74 +50156,0.54,Ideal,F,VVS2,61.2,55.0,2216,5.25,5.27,3.22 +22739,1.01,Very Good,E,VVS1,63.1,59.0,10760,6.34,6.31,3.99 +600,0.7,Premium,G,VS1,62.6,55.0,2838,5.73,5.64,3.56 +16167,1.03,Premium,E,VS2,60.0,59.0,6460,6.6,6.54,3.94 +52421,0.78,Very Good,E,SI2,60.0,63.0,2512,5.99,5.95,3.58 +16132,1.22,Premium,G,SI1,61.2,60.0,6449,6.82,6.75,4.15 +42576,0.51,Very Good,H,VS2,60.1,59.8,1328,5.14,5.19,3.1 +30606,0.34,Very Good,I,SI1,61.8,57.0,447,4.46,4.51,2.77 +19796,1.57,Ideal,J,VS2,62.3,54.0,8363,7.5,7.49,4.67 +28641,0.33,Ideal,G,SI2,61.9,56.0,434,4.41,4.45,2.74 +9660,1.01,Good,H,SI1,60.3,64.0,4642,6.53,6.5,3.93 +26678,0.29,Very Good,G,VS1,62.1,59.0,426,4.22,4.25,2.63 +10364,1.23,Ideal,I,SI2,62.3,55.0,4773,6.85,6.82,4.26 +22733,1.0,Premium,D,VVS1,62.9,58.0,10752,6.34,6.28,3.97 +7244,1.06,Ideal,H,SI1,62.7,57.0,4196,6.53,6.48,4.08 +2664,0.72,Ideal,E,VS2,62.1,57.0,3235,5.73,5.76,3.57 +18151,1.01,Ideal,E,VS2,62.1,56.0,7355,6.41,6.45,3.99 +15435,1.21,Ideal,H,SI1,61.1,57.0,6180,6.91,6.83,4.2 +42107,0.41,Ideal,G,IF,62.1,57.0,1276,4.76,4.77,2.96 +34013,0.43,Ideal,F,VS2,61.4,54.0,848,4.9,4.93,3.02 +53156,0.73,Very Good,F,SI2,61.7,60.0,2624,5.71,5.8,3.55 +18693,0.29,Ideal,E,VS2,60.1,56.0,619,4.3,4.34,2.6 +13878,1.01,Very Good,F,VS2,63.5,58.0,5650,6.35,6.32,4.02 +49743,0.7,Premium,H,SI1,61.3,58.0,2155,5.71,5.74,3.51 +37441,0.33,Ideal,E,VVS1,60.2,57.0,984,4.47,4.5,2.7 +42395,0.58,Premium,G,SI2,61.2,59.0,1307,5.4,5.36,3.29 +52623,0.33,Ideal,F,SI1,60.6,56.0,550,4.46,4.49,2.71 +36883,0.31,Ideal,E,IF,62.2,53.0,958,4.35,4.4,2.72 +31716,0.33,Ideal,E,VS1,61.5,56.2,771,4.42,4.45,2.73 +44250,0.51,Ideal,D,SI1,62.9,57.0,1574,5.12,5.09,3.21 +37291,0.32,Good,F,VVS1,63.8,54.0,977,4.38,4.31,2.77 +31438,0.3,Ideal,H,IF,61.3,58.0,764,4.3,4.31,2.64 +9639,1.09,Very Good,I,SI1,63.2,59.0,4639,6.54,6.5,4.12 +30269,0.3,Premium,G,VS1,60.8,61.0,725,4.34,4.31,2.63 +27576,1.7,Premium,F,VS1,58.5,60.0,18398,7.83,7.76,4.56 +26978,2.31,Very Good,I,SI2,62.9,58.0,17062,8.34,8.43,5.27 +50587,0.53,Good,F,VVS2,62.5,65.0,2281,5.11,5.17,3.21 +12181,1.06,Premium,G,SI1,62.7,56.0,5183,6.55,6.46,4.08 +9071,1.09,Premium,I,VS2,63.0,56.0,4519,6.61,6.57,4.15 +32028,0.38,Ideal,G,VS2,61.2,55.0,778,4.69,4.72,2.88 +2559,0.79,Ideal,D,SI1,61.1,57.0,3209,5.94,6.0,3.65 +16292,1.01,Good,E,VS2,58.9,62.0,6517,6.55,6.63,3.88 +4730,0.42,Very Good,G,SI2,59.5,61.0,573,4.85,4.9,2.9 +21219,1.24,Ideal,G,VVS2,61.2,56.0,9362,6.88,6.92,4.22 +31840,0.34,Ideal,H,VVS1,62.0,54.0,775,4.46,4.48,2.77 +40981,0.5,Fair,F,SI1,64.7,57.0,1181,4.99,4.94,3.21 +5691,1.01,Very Good,I,SI1,62.1,58.0,3888,6.38,6.44,3.98 +47281,0.3,Very Good,I,SI1,61.9,61.0,394,4.27,4.29,2.65 +45585,0.52,Ideal,G,VS1,62.7,57.0,1689,5.12,5.15,3.22 +33633,0.37,Premium,E,SI1,60.6,54.0,833,4.68,4.63,2.82 +14349,1.32,Ideal,J,VS1,62.5,57.0,5808,7.0,7.04,4.39 +6361,0.32,Very Good,I,VS2,63.2,56.0,576,4.38,4.32,2.75 +13858,1.0,Premium,D,SI1,60.3,60.0,5645,6.31,6.26,3.79 +5727,0.27,Very Good,D,VVS2,64.6,53.0,575,4.04,4.1,2.63 +12985,1.25,Premium,J,VS2,62.2,59.0,5396,6.88,6.86,4.27 +34341,0.3,Ideal,E,VVS1,62.0,58.0,862,4.28,4.3,2.66 +45562,0.52,Ideal,E,VS2,62.6,57.0,1689,5.09,5.17,3.21 +28783,0.37,Very Good,D,SI1,62.3,56.0,681,4.61,4.64,2.88 +44045,0.45,Ideal,G,IF,61.7,55.0,1548,4.93,4.96,3.05 +27440,2.04,Premium,F,SI2,60.2,58.0,18066,8.17,8.24,4.94 +15139,1.52,Premium,H,SI2,62.6,60.0,6086,7.34,7.3,4.58 +34311,0.43,Ideal,H,SI1,62.1,57.0,858,4.83,4.77,2.98 +35025,0.4,Good,E,SI1,64.2,56.0,882,4.69,4.66,3.0 +28139,0.31,Ideal,E,VS1,61.3,54.0,664,4.37,4.4,2.69 +29940,0.29,Ideal,F,VVS2,61.1,58.0,715,4.26,4.28,2.61 +35175,0.31,Ideal,G,IF,62.6,53.0,891,4.36,4.39,2.74 +11375,0.34,Premium,H,VS1,61.4,59.0,596,4.5,4.53,2.77 +2517,0.7,Ideal,E,VS2,61.1,59.0,3201,5.67,5.73,3.48 +11256,1.01,Premium,F,SI1,62.3,59.0,4969,6.38,6.4,3.98 +44073,0.55,Premium,E,SI1,61.2,59.0,1551,5.25,5.28,3.22 +9776,0.91,Premium,D,SI1,62.3,60.0,4663,6.21,6.15,3.85 +18584,1.52,Ideal,I,SI2,61.7,57.0,7582,7.38,7.41,4.56 +47665,0.23,Very Good,D,VVS2,60.4,59.0,530,3.95,4.0,2.4 +9751,1.27,Premium,J,SI2,60.4,58.0,4660,7.04,7.0,4.24 +20954,1.04,Ideal,F,VVS2,61.2,57.0,9169,6.53,6.5,3.99 +4276,1.0,Premium,G,SI2,60.2,58.0,3584,6.55,6.48,3.92 +39404,0.41,Ideal,G,VVS2,62.5,55.0,1076,4.76,4.75,2.97 +11488,1.09,Ideal,F,SI2,61.2,55.0,5016,6.64,6.67,4.07 +2575,0.71,Ideal,D,VS2,62.7,57.0,3212,5.7,5.75,3.59 +44376,0.6,Ideal,F,SI1,61.5,55.0,1580,5.49,5.44,3.36 +37555,0.31,Ideal,G,IF,61.9,56.0,988,4.39,4.36,2.71 +6959,0.8,Ideal,G,VVS2,62.6,54.0,4146,5.9,5.97,3.71 +7429,0.72,Ideal,F,IF,62.0,57.0,4228,5.71,5.78,3.56 +36164,0.38,Ideal,G,VVS2,62.3,53.6,929,4.65,4.67,2.9 +13555,1.07,Ideal,G,SI1,62.2,56.0,5551,6.52,6.56,4.07 +25994,2.0,Premium,J,VVS2,63.0,59.0,15214,8.0,7.97,5.03 +38060,0.38,Ideal,E,VVS2,62.5,53.0,1013,4.62,4.66,2.9 +30810,0.35,Ideal,H,VVS1,62.0,53.9,743,4.5,4.53,2.8 +44162,0.6,Very Good,G,SI1,63.5,59.9,1565,5.28,5.3,3.36 +28336,0.33,Ideal,G,VS1,62.1,54.0,666,4.42,4.47,2.76 +26007,2.12,Premium,I,SI2,60.6,59.0,15235,8.3,8.27,5.02 +36846,0.37,Premium,F,VS2,60.6,58.0,957,4.67,4.63,2.82 +29861,0.3,Ideal,D,VS2,61.5,55.0,710,4.3,4.35,2.66 +16075,1.22,Very Good,I,VS2,59.6,58.0,6419,6.95,6.98,4.15 +34746,0.41,Very Good,H,SI1,63.3,56.0,876,4.74,4.71,2.99 +42185,0.5,Good,G,SI1,63.6,55.0,1286,5.06,5.03,3.21 +27456,1.14,Very Good,D,IF,59.1,58.0,18112,6.83,6.9,4.06 +36483,0.32,Ideal,F,IF,60.9,57.0,943,4.42,4.45,2.7 +16026,0.3,Premium,I,VS1,58.8,61.0,608,4.43,4.38,2.59 +43852,0.5,Good,D,SI1,60.5,57.0,1447,5.1,5.14,3.1 +20928,1.0,Very Good,E,VVS2,61.6,60.0,9139,6.41,6.45,3.96 +9405,0.91,Very Good,D,SI1,63.1,59.0,4586,6.14,6.1,3.86 +13765,1.01,Premium,H,VS2,62.5,58.0,5611,6.41,6.33,3.98 +10760,1.01,Good,E,SI1,60.9,64.0,4853,6.29,6.22,3.81 +18364,0.37,Very Good,F,SI1,62.5,58.0,616,4.52,4.57,2.84 +48551,0.54,Premium,F,VS2,62.0,59.0,1989,5.22,5.16,3.22 +14667,1.35,Premium,I,SI2,62.3,59.0,5919,7.09,7.03,4.4 +9397,1.26,Premium,H,SI2,62.0,56.0,4586,6.92,6.88,4.28 +8697,1.02,Good,D,SI2,64.1,58.0,4459,6.25,6.32,4.03 +34819,0.3,Premium,H,VVS1,61.8,58.0,878,4.36,4.32,2.68 +22362,0.31,Very Good,H,VS2,63.2,57.0,628,4.35,4.32,2.74 +245,0.76,Good,E,SI1,63.7,54.0,2789,5.76,5.85,3.7 +49139,0.56,Ideal,D,VS2,62.1,57.0,2066,5.28,5.25,3.27 +34885,0.38,Ideal,G,VVS2,62.0,57.0,879,4.64,4.66,2.89 +26755,2.02,Ideal,I,SI1,61.8,56.0,16560,8.07,8.09,4.99 +26851,2.01,Premium,I,VS2,62.6,59.0,16778,8.04,8.01,5.02 +42808,0.4,Ideal,D,VVS2,60.9,57.0,1353,4.74,4.78,2.9 +9471,1.0,Ideal,I,SI1,61.8,55.0,4602,6.41,6.44,3.97 +32145,0.32,Ideal,F,VVS2,61.9,57.0,786,4.36,4.39,2.71 +6408,1.02,Very Good,H,SI2,61.1,61.0,4039,6.48,6.51,3.97 +10569,1.0,Premium,D,SI2,62.4,58.0,4816,6.36,6.33,3.96 +24354,2.01,Ideal,I,SI1,62.4,54.0,12617,8.04,7.96,5.0 +13787,1.01,Premium,G,VS2,59.8,61.0,5620,6.53,6.44,3.88 +2029,0.75,Premium,D,SI1,58.9,60.0,3105,5.99,5.97,3.52 +17828,1.01,Very Good,G,VVS2,61.9,58.0,7188,6.38,6.44,3.97 +51664,0.7,Very Good,I,VVS2,63.1,57.0,2398,5.63,5.68,3.57 +35959,0.33,Very Good,H,SI1,63.0,58.0,475,4.4,4.42,2.78 +43767,0.41,Ideal,F,IF,61.7,56.0,1439,4.79,4.83,2.97 +41904,0.52,Very Good,F,SI1,61.3,56.0,1261,5.2,5.24,3.2 +12692,0.26,Very Good,E,VVS2,61.7,60.0,599,4.11,4.12,2.54 +6064,1.01,Very Good,G,SI2,61.8,58.0,3966,6.36,6.39,3.94 +1998,1.29,Good,I,I1,64.2,54.0,3098,6.93,6.83,4.42 +9961,1.07,Premium,F,SI2,62.0,58.0,4700,6.57,6.52,4.06 +32388,0.32,Very Good,D,VVS2,60.1,58.0,791,4.41,4.44,2.66 +52684,0.7,Ideal,D,SI2,60.4,56.0,2551,5.78,5.81,3.5 +32957,0.24,Very Good,F,VS1,61.0,57.0,461,4.01,4.04,2.45 +5311,0.85,Premium,E,VS2,60.2,60.0,3803,6.14,6.09,3.68 +53846,0.7,Very Good,G,VS1,60.0,56.0,2741,5.77,5.83,3.48 +30363,0.36,Ideal,I,VS1,60.5,57.0,729,4.59,4.56,2.77 +30745,0.43,Good,F,SI1,63.8,57.0,739,4.8,4.82,3.07 +12391,1.02,Very Good,E,SI1,58.9,58.0,5232,6.51,6.54,3.84 +28853,0.41,Ideal,D,SI2,62.6,55.0,683,4.76,4.8,2.99 +24120,1.63,Very Good,F,SI1,59.7,62.0,12282,7.65,7.73,4.59 +50229,0.71,Premium,H,SI2,62.7,57.0,2231,5.71,5.64,3.56 +14045,0.41,Ideal,G,SI2,61.3,56.0,605,4.78,4.81,2.94 +4996,0.7,Ideal,F,VVS2,61.9,54.8,3741,5.68,5.72,3.53 +52636,0.24,Very Good,F,VVS2,62.2,58.0,552,3.97,4.01,2.48 +21670,1.5,Premium,H,SI1,62.7,58.0,9768,7.27,7.34,4.58 +3388,0.31,Premium,I,SI1,61.5,59.0,408,4.35,4.37,2.68 +50554,0.73,Ideal,F,SI2,62.7,57.0,2276,5.75,5.79,3.62 +22914,1.54,Fair,F,SI1,65.8,56.0,10954,7.22,7.18,4.74 +5049,0.31,Premium,H,SI1,62.3,55.0,573,4.36,4.34,2.71 +4643,1.04,Premium,J,SI2,62.0,59.0,3669,6.49,6.47,4.02 +27544,2.51,Fair,H,SI2,64.7,57.0,18308,8.44,8.5,5.48 +30384,0.43,Very Good,I,VS1,60.9,55.0,730,4.89,4.99,3.01 +37642,0.41,Premium,G,VS2,60.7,59.0,990,4.85,4.8,2.93 +3417,0.3,Very Good,D,VS2,61.0,57.0,568,4.32,4.34,2.64 +30528,0.38,Very Good,D,SI1,58.9,61.0,733,4.75,4.79,2.81 +41263,0.34,Ideal,I,VS1,62.0,54.0,501,4.49,4.51,2.79 +21799,1.13,Ideal,G,VVS1,59.6,57.0,9872,6.89,6.81,4.08 +28782,0.37,Premium,I,VVS1,61.6,59.0,681,4.62,4.66,2.86 +36920,0.41,Ideal,G,VS1,59.8,57.0,961,4.86,4.81,2.89 +35744,0.3,Premium,D,VS2,60.3,60.0,911,4.31,4.28,2.59 +26799,2.02,Ideal,H,SI1,62.3,57.0,16665,8.04,8.14,5.04 +36449,0.31,Ideal,D,VS2,62.3,55.0,942,4.37,4.33,2.71 +40624,0.41,Ideal,E,VS1,61.7,57.0,1153,4.8,4.76,2.95 +33605,0.31,Ideal,D,SI2,61.3,56.0,462,4.36,4.41,2.69 +26519,1.54,Ideal,G,VVS1,60.8,57.0,16169,7.45,7.49,4.54 +12972,1.02,Very Good,H,VS2,60.6,60.0,5393,6.55,6.48,3.95 +16467,1.25,Ideal,G,SI1,62.5,54.0,6580,6.88,6.85,4.29 +43341,0.51,Premium,F,SI1,59.7,59.0,1406,5.2,5.15,3.09 +12419,1.09,Premium,E,SI1,62.7,58.0,5237,6.6,6.55,4.12 +9004,1.07,Ideal,D,SI2,61.4,56.0,4513,6.55,6.58,4.03 +21613,1.59,Premium,E,SI1,58.8,59.0,9705,7.69,7.61,4.5 +41188,0.5,Very Good,G,SI1,60.6,56.0,1202,5.13,5.16,3.12 +19775,1.06,Ideal,F,VS1,61.7,57.0,8344,6.55,6.57,4.05 +37259,0.31,Premium,H,IF,60.4,58.0,977,4.43,4.41,2.67 +45779,0.51,Ideal,G,VS1,61.5,54.9,1708,5.13,5.25,3.17 +21239,1.53,Premium,J,VVS1,61.6,59.0,9384,7.35,7.39,4.54 +39290,0.3,Ideal,H,VS2,62.1,55.0,491,4.33,4.36,2.7 +19819,1.03,Ideal,G,VVS2,60.7,57.0,8385,6.5,6.58,3.97 +48069,0.56,Very Good,F,VS1,61.2,58.0,1929,5.32,5.33,3.26 +8304,1.2,Premium,G,SI2,62.8,62.0,4387,6.69,6.65,4.19 +40389,0.42,Premium,D,VVS2,59.6,59.0,1132,4.9,4.96,2.94 +49714,0.5,Very Good,E,VVS1,62.1,56.0,2148,5.06,5.11,3.16 +12593,1.27,Ideal,J,VS2,61.8,54.0,5285,6.95,6.98,4.31 +51648,0.26,Very Good,G,VVS1,61.2,56.0,545,4.1,4.13,2.52 +3798,0.71,Ideal,E,VS1,60.4,57.0,3464,5.75,5.81,3.49 +29841,0.3,Ideal,D,VS2,62.3,54.0,710,4.3,4.33,2.69 +42964,0.47,Ideal,I,VVS1,61.6,55.0,1365,4.99,5.01,3.08 +20885,1.29,Very Good,G,VS1,62.3,58.0,9105,6.98,7.01,4.36 +24366,0.31,Premium,D,VS2,61.7,58.0,636,4.32,4.37,2.68 +52360,0.75,Premium,F,SI2,62.2,58.0,2501,5.87,5.8,3.57 +46304,0.3,Very Good,H,VS1,63.0,59.0,526,4.21,4.27,2.67 +20026,0.32,Good,F,SI2,63.8,55.0,421,4.34,4.35,2.77 +9985,1.0,Ideal,H,VS2,62.5,58.0,4704,6.38,6.33,3.97 +24189,2.18,Very Good,G,SI2,63.3,59.0,12377,8.25,8.2,5.2 +18537,1.51,Premium,J,VS2,59.2,59.0,7553,7.53,7.47,4.44 +13483,0.9,Premium,E,VS1,59.4,59.0,5535,6.28,6.31,3.74 +31597,0.2,Premium,F,VS2,62.6,59.0,367,3.73,3.71,2.33 +6352,1.0,Very Good,F,SI2,63.4,55.0,4033,6.3,6.38,4.02 +1314,0.7,Premium,D,VS1,60.4,58.0,2956,5.78,5.71,3.47 +33374,0.41,Premium,G,VS2,61.8,58.0,827,4.75,4.77,2.94 +40626,0.41,Ideal,E,VS1,60.9,57.0,1153,4.79,4.76,2.91 +11448,1.01,Premium,D,SI2,61.7,57.0,5006,6.49,6.44,3.99 +53596,1.22,Premium,G,I1,59.2,60.0,2699,6.97,6.9,4.1 +50077,0.51,Ideal,F,VVS2,62.6,57.0,2203,5.13,5.1,3.2 +2179,0.8,Premium,G,VS2,59.6,59.0,3136,6.09,6.0,3.6 +6570,1.0,Very Good,E,SI2,59.5,63.0,4077,6.47,6.41,3.83 +6528,0.9,Very Good,D,SI1,62.5,63.0,4068,6.11,6.14,3.83 +34836,0.3,Premium,H,VVS1,62.0,59.0,878,4.29,4.26,2.65 +18124,1.01,Ideal,F,VS2,62.5,55.0,7338,6.38,6.41,4.0 +11452,1.01,Premium,G,SI1,62.6,60.0,5006,6.36,6.29,3.96 +16523,1.2,Very Good,D,SI2,62.9,59.0,6602,6.7,6.75,4.23 +46368,0.54,Premium,G,VS1,61.6,58.0,1760,5.25,5.21,3.22 +46781,0.61,Very Good,F,VS2,62.6,60.0,1805,5.34,5.39,3.36 +25201,1.54,Ideal,G,VS2,61.2,56.0,13794,7.43,7.47,4.56 +30419,0.32,Ideal,G,VVS2,62.2,55.0,730,4.41,4.43,2.75 +18677,1.5,Premium,H,SI1,61.4,56.0,7636,7.47,7.34,4.55 +41259,0.3,Premium,F,SI1,60.9,60.0,500,4.33,4.37,2.65 +26734,1.62,Ideal,E,VS2,61.4,57.0,16507,7.58,7.54,4.64 +18623,1.09,Very Good,F,VS1,62.9,58.0,7598,6.51,6.55,4.11 +28256,0.33,Premium,F,VS2,62.1,59.0,666,4.4,4.45,2.75 +43979,0.36,Premium,E,SI2,61.5,61.0,518,4.63,4.57,2.83 +23467,1.51,Good,E,SI1,63.1,58.0,11460,7.23,7.28,4.58 +33719,0.33,Ideal,H,IF,62.0,55.0,838,4.46,4.48,2.77 +1437,0.57,Ideal,F,IF,61.8,54.0,2974,5.33,5.35,3.3 +35464,0.31,Ideal,F,IF,61.2,56.0,901,4.38,4.41,2.69 +28774,0.33,Very Good,G,VS1,60.8,57.0,681,4.5,4.51,2.74 +41146,0.5,Good,G,SI1,62.5,64.0,1197,4.93,4.99,3.1 +3175,0.9,Premium,I,VS2,61.2,62.0,3338,6.19,6.13,3.77 +7763,1.03,Very Good,H,SI2,62.8,59.0,4283,6.4,6.43,4.03 +15161,1.14,Ideal,H,VS2,62.6,56.0,6095,6.68,6.65,4.17 +32571,0.38,Ideal,F,VS2,62.1,57.0,800,4.61,4.67,2.88 +9940,0.9,Very Good,D,SI1,62.8,59.0,4693,6.14,6.18,3.87 +51573,0.63,Premium,G,VS2,60.4,58.0,2391,5.6,5.59,3.38 +2566,0.9,Premium,F,SI2,61.9,62.0,3210,6.12,6.07,3.77 +36132,0.33,Ideal,E,VS2,62.3,56.0,928,4.47,4.46,2.78 +4019,1.02,Ideal,I,SI2,62.9,56.0,3521,6.45,6.37,4.03 +23253,1.4,Very Good,G,VS1,62.6,58.0,11262,7.03,7.07,4.41 +26790,2.05,Very Good,J,VS1,61.4,58.5,16641,8.13,8.16,5.0 +37802,0.51,Ideal,I,SI1,61.7,54.0,1000,5.18,5.19,3.2 +30265,0.32,Ideal,F,VS1,61.3,55.0,725,4.4,4.44,2.71 +23927,1.06,Ideal,D,VVS2,62.0,56.0,12053,6.53,6.57,4.06 +17650,1.28,Ideal,H,SI1,61.8,57.0,7109,7.02,6.97,4.32 +49839,0.54,Ideal,F,VVS2,61.9,56.0,2168,5.2,5.23,3.23 +44982,0.31,Premium,G,SI2,61.8,59.0,523,4.34,4.3,2.67 +25447,2.0,Fair,H,VS1,66.0,56.0,14199,7.79,7.72,5.12 +7766,1.07,Premium,E,SI2,60.5,59.0,4284,6.59,6.67,4.01 +15387,0.29,Very Good,G,VVS1,62.0,55.0,607,4.27,4.29,2.65 +28229,0.33,Premium,G,VS1,60.8,59.0,666,4.43,4.45,2.7 +38127,0.3,Ideal,G,VVS1,62.3,55.0,1013,4.31,4.29,2.68 +37132,0.36,Ideal,D,VVS2,60.7,56.0,971,4.59,4.63,2.8 +48230,0.57,Ideal,E,VS2,61.6,56.0,1949,5.38,5.33,3.3 +31336,0.41,Ideal,G,SI1,61.9,54.0,759,4.77,4.82,2.97 +38325,0.53,Ideal,H,SI2,61.6,54.0,1020,5.22,5.26,3.23 +14251,1.02,Ideal,F,SI1,62.3,56.0,5773,6.41,6.44,4.0 +46937,0.52,Ideal,E,VS2,61.1,57.0,1815,5.2,5.18,3.17 +40607,0.23,Ideal,F,VS2,60.9,57.0,498,3.96,3.99,2.42 +53311,0.72,Ideal,I,VS2,61.8,55.0,2650,5.75,5.78,3.56 +6728,0.27,Ideal,E,VS1,60.5,56.0,577,4.21,4.22,2.55 +19647,1.52,Premium,J,VS1,62.4,59.0,8258,7.36,7.31,4.58 +24673,1.77,Ideal,D,SI2,61.8,57.0,13026,7.77,7.71,4.78 +47788,0.67,Good,F,SI1,60.2,61.0,1897,5.64,5.69,3.41 +3215,1.0,Fair,I,SI2,65.8,58.0,3348,6.23,6.27,4.11 +53736,0.7,Ideal,G,VS2,62.3,57.0,2723,5.65,5.68,3.53 +26228,2.04,Premium,G,SI2,60.3,59.0,15651,8.23,8.3,4.98 +52249,0.71,Ideal,H,VS1,60.3,59.0,2487,5.75,5.79,3.48 +12123,0.91,Premium,E,VS1,61.9,59.0,5167,6.23,6.17,3.84 +5013,1.1,Premium,F,I1,59.8,61.0,3745,6.7,6.65,3.99 +2067,0.32,Premium,G,VS2,61.5,58.0,561,4.35,4.4,2.69 +43049,0.54,Very Good,F,SI1,59.3,60.0,1376,5.32,5.37,3.17 +9878,0.9,Very Good,F,VS2,62.6,58.0,4681,6.08,6.13,3.82 +3663,0.76,Good,D,VS2,63.5,55.0,3443,5.81,5.85,3.7 +42799,0.5,Very Good,G,VS2,62.0,57.0,1351,5.04,5.12,3.15 +51660,0.3,Ideal,G,VS2,61.6,58.0,545,4.27,4.3,2.64 +52960,0.24,Very Good,E,VVS1,59.7,58.0,552,4.07,4.1,2.44 +45243,0.55,Ideal,G,VS2,61.8,58.0,1659,5.23,5.26,3.24 +26028,0.32,Very Good,F,VS2,62.8,53.0,645,4.34,4.38,2.74 +46779,0.5,Very Good,D,VS1,62.3,60.0,1804,5.07,5.1,3.17 +25226,2.14,Fair,F,SI2,64.8,60.0,13825,8.11,8.0,5.22 +26153,1.11,Ideal,E,IF,61.8,55.0,15464,6.65,6.69,4.12 +51541,0.71,Ideal,G,SI1,61.4,57.0,2386,5.76,5.71,3.52 +6188,0.77,Ideal,H,VS2,61.3,56.0,3996,5.91,5.94,3.63 +32157,0.28,Ideal,E,VVS2,60.8,55.0,787,4.26,4.29,2.6 +17014,1.03,Ideal,G,VS2,60.7,57.0,6793,6.53,6.56,3.97 +53478,0.7,Very Good,D,SI1,58.2,60.0,2681,5.75,5.79,3.36 +41917,0.52,Very Good,I,VS1,61.5,56.3,1262,5.16,5.19,3.18 +50655,0.31,Very Good,E,SI1,63.0,59.0,544,4.26,4.31,2.7 +40419,0.7,Good,H,I1,56.5,57.0,1134,5.97,5.86,3.33 +7953,1.01,Good,H,SI1,60.3,64.0,4320,6.52,6.49,3.92 +14292,1.01,Good,F,VS1,64.0,56.0,5786,6.37,6.32,4.06 +6894,0.9,Ideal,G,VS2,62.7,56.0,4133,6.25,6.15,3.89 +2307,0.73,Ideal,H,VS2,61.4,55.0,3164,5.79,5.82,3.56 +32021,0.33,Very Good,D,VS2,60.0,62.0,778,4.47,4.49,2.69 +25182,2.05,Premium,G,SI1,62.2,56.0,13767,8.19,8.08,5.06 +38013,0.44,Good,D,VS2,63.6,56.0,1009,4.81,4.84,3.07 +32017,0.42,Premium,E,SI2,61.8,61.0,778,4.84,4.8,2.98 +46640,0.3,Good,E,SI1,63.2,56.0,526,4.27,4.3,2.71 +15599,1.01,Very Good,F,VS2,58.8,63.0,6257,6.51,6.56,3.84 +39312,0.33,Premium,D,VS2,61.1,56.0,1069,4.54,4.5,2.76 +26605,2.35,Premium,H,SI2,62.3,58.0,16340,8.51,8.44,5.28 +38558,0.31,Ideal,D,VVS2,61.1,56.0,1034,4.38,4.39,2.68 +4048,1.03,Fair,G,SI2,65.7,58.0,3530,6.32,6.26,4.13 +48606,0.7,Very Good,J,VS2,63.2,57.0,1997,5.63,5.66,3.57 +2671,0.91,Very Good,G,SI2,62.0,59.0,3238,6.19,6.22,3.85 +24154,2.21,Premium,J,SI2,60.6,62.0,12327,8.45,8.37,5.1 +46883,0.72,Ideal,H,SI2,61.8,55.0,1814,5.79,5.76,3.57 +39597,0.34,Ideal,E,VVS1,62.1,57.0,1084,4.5,4.46,2.78 +33242,0.41,Ideal,F,SI1,61.4,56.0,824,4.77,4.8,2.94 +24856,1.32,Ideal,G,VVS2,61.6,56.0,13261,7.03,7.08,4.35 +27469,2.14,Very Good,E,SI2,61.5,58.0,18125,8.24,8.31,5.09 +9445,0.9,Ideal,F,SI2,61.8,56.0,4593,6.18,6.21,3.83 +28566,0.3,Premium,H,VS1,62.6,59.0,675,4.3,4.26,2.68 +51727,0.7,Good,F,SI1,63.2,57.0,2401,5.62,5.68,3.57 +17204,1.09,Ideal,F,SI1,61.4,56.0,6872,6.63,6.66,4.08 +44784,0.51,Ideal,D,VS2,61.8,54.0,1623,5.12,5.17,3.18 +2166,0.71,Very Good,D,VS2,60.3,62.0,3131,5.69,5.76,3.45 +36752,0.33,Ideal,F,VVS1,62.4,55.0,955,4.44,4.47,2.78 +5965,0.9,Good,F,SI1,63.2,61.0,3950,6.09,6.13,3.86 +25041,0.3,Premium,F,SI1,62.1,60.0,641,4.28,4.26,2.65 +1306,0.89,Premium,I,VS1,62.2,62.0,2955,6.14,6.02,3.78 +37564,0.31,Good,G,IF,63.9,58.0,988,4.3,4.27,2.74 +12541,1.2,Ideal,E,SI2,61.3,56.0,5268,6.8,6.71,4.14 +8909,0.8,Ideal,E,VVS2,61.4,57.0,4493,5.98,5.94,3.66 +20858,1.01,Ideal,F,VS1,62.2,56.0,9077,6.4,6.46,4.0 +17756,1.06,Very Good,D,VS2,59.6,60.0,7149,6.68,6.71,3.99 +40124,0.41,Ideal,F,VVS2,61.4,56.0,1115,4.76,4.81,2.94 +4309,1.05,Premium,J,VS2,59.4,62.0,3593,6.66,6.58,3.93 +39823,0.3,Premium,E,IF,60.1,60.0,1097,4.32,4.3,2.59 +42231,0.62,Premium,E,SI2,58.6,58.0,1291,5.58,5.52,3.25 +52286,0.71,Good,F,VS2,63.6,58.0,2494,5.67,5.62,3.59 +1752,0.81,Good,I,VS1,59.4,56.0,3042,5.97,6.11,3.59 +4856,0.71,Ideal,F,VS1,61.8,55.0,3710,5.71,5.73,3.54 +44110,0.51,Ideal,G,VS2,61.8,55.0,1557,5.15,5.18,3.19 +28991,0.34,Premium,F,VS2,59.2,60.0,686,4.56,4.6,2.71 +38291,0.28,Very Good,E,VS1,59.5,59.0,487,4.29,4.35,2.57 +45976,0.3,Very Good,H,VS1,62.0,58.0,526,4.24,4.28,2.64 +26921,2.03,Ideal,I,VS2,62.7,57.0,16945,8.05,8.02,5.04 +44436,0.54,Ideal,E,VS2,61.8,57.0,1590,5.23,5.26,3.24 +1155,0.78,Ideal,F,SI1,61.1,56.0,2923,5.94,5.98,3.64 +31769,0.32,Premium,G,VS1,61.2,62.0,773,4.45,4.41,2.71 +24965,2.02,Ideal,F,SI2,62.7,57.0,13453,8.07,7.93,5.03 +45537,0.56,Ideal,H,VS2,62.4,56.0,1687,5.27,5.23,3.28 +31692,0.4,Ideal,I,VVS2,61.6,56.0,770,4.75,4.76,2.93 +7286,0.9,Very Good,H,VS1,60.5,63.0,4201,6.13,6.16,3.72 +41656,0.58,Ideal,F,SI2,62.0,57.0,1239,5.32,5.35,3.31 +20913,1.12,Premium,G,IF,60.9,57.0,9126,6.79,6.68,4.1 +50997,0.31,Premium,G,VS2,60.9,58.0,544,4.35,4.38,2.66 +33413,0.32,Good,F,VS2,63.6,57.0,828,4.37,4.34,2.77 +19912,1.24,Ideal,D,SI1,60.4,57.0,8457,6.95,7.02,4.22 +20646,1.58,Premium,H,VS2,60.5,58.0,8936,7.57,7.54,4.57 +13850,1.2,Very Good,E,SI2,63.3,55.0,5645,6.77,6.73,4.27 +34297,0.3,Ideal,E,VS1,61.6,55.0,857,4.34,4.36,2.68 +52067,0.79,Ideal,G,SI2,60.8,57.0,2453,5.99,5.96,3.63 +4518,1.0,Good,D,SI2,64.0,59.0,3634,6.29,6.24,4.01 +26975,2.32,Premium,J,VS2,62.4,57.0,17053,8.48,8.4,5.27 +43950,0.31,Ideal,E,SI1,61.1,55.0,516,4.36,4.41,2.68 +38037,0.3,Very Good,D,VVS2,63.5,58.0,1010,4.31,4.23,2.71 +1981,0.8,Very Good,F,SI1,63.1,58.0,3093,5.89,5.93,3.73 +4988,0.75,Ideal,G,VVS2,62.0,56.0,3740,5.79,5.85,3.61 +50716,0.67,Good,F,VS1,62.3,62.0,2293,5.5,5.59,3.46 +17238,1.42,Very Good,I,VS1,60.1,65.0,6894,7.28,7.2,4.35 +52077,0.71,Very Good,I,VVS1,63.5,57.0,2456,5.65,5.68,3.6 +38221,0.43,Premium,F,SI1,60.6,59.0,1016,4.87,4.84,2.94 +33125,0.31,Very Good,G,VVS1,62.5,57.0,816,4.3,4.4,2.72 +13995,1.06,Ideal,I,SI1,61.8,55.0,5697,6.54,6.57,4.04 +23784,2.45,Very Good,J,SI2,60.6,63.0,11843,8.71,8.66,5.26 +50618,0.31,Ideal,J,VS2,61.8,54.1,400,4.35,4.38,2.7 +30282,0.34,Very Good,I,SI1,59.2,61.0,447,4.57,4.58,2.71 +9423,1.01,Good,G,SI1,63.9,57.0,4588,6.3,6.37,4.05 +35999,0.42,Premium,G,VS1,60.5,59.0,921,4.79,4.83,2.91 +33930,0.41,Good,G,VVS1,63.6,56.0,844,4.72,4.74,3.01 +8506,1.35,Ideal,J,SI1,61.0,55.0,4423,7.17,7.09,4.35 +19598,1.62,Ideal,I,SI2,62.2,57.0,8220,7.51,7.57,4.69 +10397,0.31,Very Good,G,SI1,63.1,59.0,593,4.33,4.29,2.72 +15699,0.29,Ideal,H,IF,62.2,55.0,607,4.25,4.28,2.65 +1068,0.31,Ideal,I,VS2,59.9,57.0,558,4.4,4.38,2.63 +36389,0.57,Premium,J,SI2,62.7,60.0,941,5.25,5.21,3.28 +53447,0.72,Ideal,F,SI2,60.8,56.0,2674,5.82,5.79,3.53 +18253,1.7,Premium,G,SI2,62.2,59.0,7414,7.68,7.6,4.75 +49289,0.73,Very Good,I,SI2,63.0,58.0,2093,5.71,5.75,3.61 +21922,1.7,Fair,F,SI2,64.5,57.0,9996,7.55,7.51,4.86 +33255,0.32,Ideal,E,VS1,61.0,54.0,825,4.44,4.46,2.72 +38994,0.34,Ideal,D,VVS2,61.3,56.0,1054,4.51,4.53,2.77 +9547,1.0,Very Good,E,SI2,61.4,61.0,4620,6.36,6.41,3.92 +2175,0.8,Very Good,D,VS2,63.1,57.0,3135,5.94,5.89,3.73 +39879,0.42,Ideal,G,VVS2,60.7,55.0,1103,4.89,4.86,2.96 +27352,2.01,Fair,G,VS2,67.5,55.0,17917,7.7,7.79,5.23 +12241,1.05,Ideal,H,SI1,61.1,56.0,5200,6.52,6.58,4.0 +52246,0.7,Ideal,I,VVS2,62.4,53.6,2487,5.68,5.72,3.55 +9284,1.04,Ideal,G,SI2,60.4,58.0,4566,6.56,6.62,3.98 +10009,0.9,Very Good,E,VS2,63.0,58.0,4707,6.13,6.16,3.87 +49841,0.59,Ideal,G,VVS2,62.2,56.0,2169,5.35,5.39,3.34 +37391,0.5,Ideal,I,SI1,62.0,55.0,982,5.08,5.11,3.16 +35723,0.3,Ideal,D,VS2,61.8,55.0,911,4.34,4.3,2.67 +34416,0.3,Ideal,G,IF,61.2,57.0,863,4.35,4.38,2.67 +51869,0.56,Fair,E,VVS2,57.3,60.0,2426,5.5,5.57,3.17 +31837,0.3,Good,E,VVS1,63.5,57.0,775,4.23,4.27,2.7 +16282,1.11,Ideal,F,SI1,61.1,57.0,6512,6.67,6.69,4.08 +15254,1.21,Very Good,D,SI2,62.3,59.0,6125,6.74,6.78,4.21 +21555,2.01,Premium,I,SI2,63.0,59.0,9658,8.04,7.97,5.04 +11038,0.9,Very Good,E,SI1,60.3,58.0,4921,6.26,6.32,3.79 +5703,0.3,Premium,D,SI2,62.4,59.0,574,4.28,4.25,2.66 +35514,0.4,Ideal,H,VVS2,61.4,55.7,905,4.72,4.77,2.92 +3575,0.72,Very Good,F,VVS2,63.6,59.0,3420,5.65,5.7,3.61 +11507,1.01,Ideal,F,SI2,60.4,59.0,5020,6.48,6.51,3.92 +13309,1.02,Good,D,SI1,63.5,61.0,5497,6.27,6.35,4.01 +46265,0.54,Ideal,E,VS2,61.0,56.0,1754,5.25,5.28,3.21 +40793,0.31,Ideal,F,IF,61.4,56.0,1168,4.4,4.43,2.71 +23789,1.36,Ideal,G,VVS2,61.1,57.0,11848,7.14,7.2,4.38 +15862,2.0,Premium,H,I1,59.7,62.0,6344,8.19,8.02,4.85 +43499,0.54,Ideal,G,VS2,61.5,55.0,1422,5.24,5.27,3.23 +50190,0.64,Ideal,D,VS2,60.7,59.0,2224,5.58,5.62,3.4 +53083,0.56,Very Good,D,VVS2,61.6,59.0,2612,5.27,5.34,3.27 +33632,0.37,Premium,G,VS2,61.2,60.0,833,4.63,4.58,2.82 +47845,0.53,Ideal,F,VS1,62.3,55.0,1908,5.22,5.18,3.24 +12928,1.01,Good,E,SI1,64.3,59.0,5379,6.23,6.28,4.02 +24476,2.05,Ideal,F,SI2,62.2,57.0,12743,8.19,8.12,5.07 +5544,1.01,Fair,G,SI2,64.7,58.0,3856,6.14,6.23,4.0 +15820,1.0,Ideal,G,VS2,60.5,56.0,6328,6.54,6.49,3.94 +20504,1.64,Premium,E,SI2,61.9,61.0,8835,7.54,7.51,4.66 +37447,0.5,Very Good,H,SI1,63.1,55.0,984,5.09,5.02,3.19 +27988,0.3,Very Good,E,VS2,62.1,59.0,658,4.27,4.29,2.66 +46208,0.51,Very Good,G,VVS2,62.9,57.0,1750,5.06,5.12,3.2 +19802,1.52,Premium,J,VS1,61.2,59.0,8366,7.39,7.36,4.51 +38696,0.37,Premium,E,VS2,58.9,61.0,1041,4.68,4.66,2.75 +40958,0.42,Ideal,G,VVS1,61.2,57.0,1179,4.78,4.82,2.94 +51823,0.71,Very Good,E,SI1,62.0,55.0,2420,5.72,5.76,3.56 +48369,0.56,Ideal,D,VS2,62.1,57.0,1963,5.25,5.28,3.27 +2202,0.7,Ideal,G,VS1,61.2,57.0,3140,5.7,5.74,3.5 +51204,0.7,Good,H,VS2,64.2,58.0,2351,5.61,5.58,3.59 +52207,0.7,Ideal,G,SI1,61.0,56.0,2480,5.77,5.8,3.53 +46461,0.6,Ideal,D,SI1,61.1,57.0,1774,5.39,5.51,3.33 +251,0.55,Ideal,G,IF,60.9,57.0,2789,5.28,5.3,3.22 +37957,0.41,Ideal,D,VS2,61.5,57.0,1007,4.77,4.79,2.94 +35043,0.32,Ideal,G,IF,62.3,54.0,883,4.39,4.4,2.74 +18274,2.03,Premium,H,I1,59.4,59.0,7421,8.31,8.22,4.91 +24460,1.13,Premium,F,IF,59.8,60.0,12722,6.82,6.76,4.06 +36892,0.31,Ideal,F,VVS1,62.1,56.0,959,4.38,4.35,2.71 +36831,0.3,Ideal,E,IF,61.3,58.0,957,4.28,4.33,2.64 +8546,1.01,Very Good,H,SI1,61.8,61.0,4432,6.4,6.47,3.98 +35408,0.32,Ideal,E,VS2,61.9,55.0,900,4.43,4.42,2.74 +28813,0.32,Very Good,F,VVS2,63.2,52.0,683,4.38,4.39,2.77 +42564,0.45,Very Good,G,VVS1,62.2,58.0,1327,4.9,4.97,3.07 +47827,0.55,Ideal,H,IF,62.3,54.0,1905,5.25,5.28,3.28 +32888,0.36,Ideal,H,VS1,61.8,57.0,810,4.6,4.56,2.83 +20759,1.03,Very Good,F,VVS2,61.5,55.0,8998,6.48,6.57,4.01 +8833,1.02,Good,I,VS1,63.7,58.0,4478,6.33,6.26,4.01 +43906,0.33,Ideal,H,SI1,60.9,56.0,511,4.5,4.53,2.75 +21649,1.0,Very Good,D,VVS2,63.0,59.0,9740,6.35,6.38,4.01 +40351,0.43,Ideal,G,VVS2,60.1,57.0,1129,4.91,4.88,2.94 +9142,1.1,Ideal,J,VS2,62.4,55.0,4537,6.59,6.64,4.13 +43803,0.58,Ideal,D,SI2,61.2,57.0,1442,5.4,5.36,3.29 +10800,1.0,Good,H,VS2,63.7,59.0,4861,6.3,6.26,4.0 +48202,0.53,Ideal,G,VVS2,61.4,57.0,1948,5.19,5.26,3.21 +28390,0.33,Ideal,H,VS2,60.7,57.0,668,4.48,4.45,2.71 +43533,0.51,Very Good,E,SI2,59.3,63.0,1427,5.18,5.25,3.09 +23863,1.34,Ideal,G,VVS2,62.0,55.0,11955,7.02,7.08,4.37 +17977,1.1,Very Good,F,VS2,62.7,58.5,7272,6.5,6.59,4.1 +6713,0.27,Very Good,D,VS1,62.2,58.0,413,4.14,4.15,2.58 +27284,2.03,Very Good,G,SI2,62.7,55.0,17752,8.07,8.14,5.08 +27687,2.18,Premium,F,SI1,61.2,60.0,18717,8.38,8.3,5.1 +20073,1.51,Very Good,J,VVS2,62.6,63.0,8550,7.24,7.29,4.55 +4440,0.73,Good,F,VVS2,59.5,61.0,3616,5.8,5.83,3.46 +48959,0.79,Good,J,VS2,57.6,59.0,2048,6.13,6.06,3.51 +5515,0.9,Very Good,F,SI1,63.6,58.0,3848,6.08,6.12,3.88 +30383,0.34,Very Good,F,VS2,62.5,57.5,730,4.4,4.45,2.77 +14246,0.9,Good,G,IF,63.1,58.0,5771,6.09,6.18,3.87 +46777,0.59,Ideal,G,VS1,64.1,54.0,1803,5.37,5.3,3.42 +46063,0.7,Very Good,J,SI1,63.0,56.0,1735,5.61,5.66,3.55 +41011,0.42,Very Good,D,VVS2,62.8,59.0,1185,4.73,4.76,2.98 +43126,0.5,Very Good,E,VS2,63.0,58.0,1386,5.07,5.09,3.2 +475,0.72,Ideal,H,VS1,62.3,56.0,2819,5.73,5.77,3.58 +23167,1.5,Ideal,G,SI1,62.0,56.0,11180,7.33,7.29,4.53 +24307,2.0,Good,H,SI2,63.8,59.0,12554,7.93,7.88,5.04 +53691,0.82,Premium,I,VS2,62.2,59.0,2716,6.03,5.97,3.73 +38120,0.3,Premium,G,VVS1,60.6,61.0,1013,4.35,4.33,2.63 +27921,0.37,Very Good,G,VS1,58.4,59.0,657,4.76,4.69,2.76 +43008,0.57,Ideal,G,SI1,60.5,57.0,1369,5.4,5.37,3.26 +45389,0.55,Ideal,G,VS1,61.3,57.0,1667,5.25,5.28,3.23 +12850,1.08,Ideal,I,VS2,61.8,54.2,5357,6.57,6.6,4.07 +3614,0.77,Good,D,VS2,64.3,56.0,3428,5.84,5.77,3.73 +10680,1.0,Very Good,H,VS2,63.0,59.0,4842,6.43,6.34,4.02 +41374,0.51,Premium,G,SI1,62.4,58.0,1220,5.07,5.13,3.18 +19950,1.55,Ideal,J,VS2,61.4,55.0,8498,7.41,7.49,4.58 +5496,0.91,Premium,E,SI1,61.5,60.0,3842,6.24,6.19,3.82 +16399,1.51,Very Good,J,SI2,61.9,59.0,6546,7.26,7.31,4.51 +51666,0.55,Ideal,G,IF,62.0,55.0,2398,5.25,5.29,3.27 +36681,0.41,Very Good,F,VS2,59.4,60.0,951,4.85,4.89,2.89 +7934,1.02,Good,D,SI2,61.5,61.0,4318,6.34,6.41,3.92 +46309,0.3,Ideal,G,VS2,62.2,57.0,526,4.26,4.32,2.67 +17019,1.01,Good,F,VS1,59.0,62.0,6794,6.56,6.6,3.88 +17679,1.01,Good,E,VS1,63.8,60.0,7127,6.25,6.23,3.98 +30377,0.45,Very Good,F,SI2,61.5,61.0,729,4.9,4.95,3.03 +8041,0.39,Good,J,VS2,63.3,56.0,581,4.6,4.63,2.92 +21294,1.21,Ideal,E,VS2,60.3,60.0,9449,6.92,6.88,4.16 +19883,1.5,Premium,I,VS2,62.3,59.0,8431,7.24,7.3,4.53 +2084,1.01,Good,H,SI2,64.1,56.0,3111,6.37,6.3,4.06 +51526,0.7,Premium,E,SI1,61.3,58.0,2386,5.71,5.84,3.54 +32569,0.38,Ideal,G,VS1,62.5,56.0,800,4.64,4.58,2.88 +3852,0.91,Very Good,J,VS2,61.9,59.0,3478,6.11,6.16,3.8 +53702,0.7,Premium,F,VS2,62.6,61.0,2717,5.66,5.61,3.53 +49731,0.52,Premium,G,VVS1,59.2,58.0,2153,5.31,5.28,3.14 +10182,0.9,Premium,D,SI1,59.4,61.0,4735,6.32,6.3,3.75 +10993,1.12,Very Good,I,VS2,63.9,52.0,4914,6.58,6.65,4.23 +1117,0.93,Ideal,I,SI1,62.0,57.0,2917,6.22,6.26,3.87 +13665,1.5,Ideal,I,I1,61.3,57.0,5593,7.36,7.39,4.52 +33847,0.3,Ideal,F,VS1,62.0,55.0,844,4.34,4.3,2.68 +15129,1.01,Fair,D,VS2,65.2,57.0,6081,6.23,6.19,4.05 +35576,0.35,Ideal,F,VS2,60.8,57.0,906,4.56,4.52,2.76 +15988,1.01,Very Good,E,VS2,60.9,57.0,6399,6.41,6.47,3.92 +48876,0.71,Very Good,F,SI2,63.3,56.0,2036,5.68,5.73,3.61 +26995,2.07,Ideal,G,SI2,62.0,55.0,17095,8.23,8.13,5.07 +34186,0.33,Very Good,G,VS1,63.1,57.0,854,4.4,4.38,2.77 +5986,0.71,Premium,D,VVS1,58.8,58.0,3952,5.89,5.81,3.44 +22103,1.52,Ideal,F,SI2,61.9,57.0,10129,7.37,7.33,4.55 +21798,1.02,Ideal,F,VVS2,60.9,56.0,9870,6.54,6.49,3.97 +41026,0.41,Ideal,E,VVS2,62.2,54.0,1187,4.76,4.79,2.97 +17967,1.23,Ideal,H,VS2,62.2,55.0,7260,6.85,6.81,4.25 +24425,2.06,Premium,H,SI2,62.6,58.0,12677,8.06,8.03,5.04 +8952,1.19,Premium,J,SI1,63.0,54.0,4498,6.82,6.74,4.27 +6560,1.11,Very Good,I,SI2,63.1,57.0,4075,6.59,6.54,4.14 +43983,0.32,Very Good,J,VS2,62.9,56.0,393,4.37,4.4,2.76 +43939,0.3,Good,D,SI1,63.4,54.0,515,4.27,4.31,2.72 +6207,1.0,Premium,G,SI2,62.2,57.0,3998,6.29,6.25,3.9 +33766,0.5,Premium,E,I1,60.7,61.0,840,5.14,5.05,3.09 +13049,0.3,Ideal,F,VS2,62.1,53.3,601,4.3,4.32,2.68 +20925,1.2,Premium,E,VS2,62.7,59.0,9139,6.7,6.67,4.19 +11072,1.01,Premium,E,SI2,60.0,61.0,4921,6.53,6.47,3.9 +39946,0.24,Good,E,VVS2,65.0,58.0,492,3.85,3.9,2.52 +21654,1.53,Premium,G,SI1,61.7,59.0,9747,7.4,7.31,4.54 +8203,1.0,Fair,H,VS1,57.4,68.0,4368,6.52,6.47,3.73 +7145,0.9,Good,D,SI1,63.8,57.0,4178,6.12,6.07,3.89 +27117,1.5,Very Good,F,VVS1,60.0,60.0,17279,7.36,7.44,4.44 +46955,0.3,Premium,G,VS2,61.6,60.0,526,4.28,4.33,2.65 +41947,0.35,Good,H,SI1,63.2,57.0,504,4.48,4.51,2.84 +45365,0.52,Ideal,H,VS1,61.7,55.0,1665,5.17,5.21,3.2 +33833,0.43,Very Good,G,VS2,61.0,56.0,844,4.87,4.89,2.98 +8276,1.02,Premium,D,SI2,60.0,62.0,4381,6.59,6.5,3.93 +30404,0.32,Premium,G,VVS2,61.2,59.0,730,4.39,4.44,2.7 +14766,1.2,Very Good,I,VS2,60.5,60.0,5941,6.86,6.93,4.17 +46400,0.5,Ideal,G,VVS2,62.1,57.0,1766,5.06,5.09,3.15 +23834,1.52,Very Good,H,VS1,63.5,60.0,11912,7.28,7.24,4.61 +1497,0.7,Very Good,E,VS2,62.8,56.0,2992,5.66,5.68,3.56 +53426,0.7,Ideal,F,VS2,62.0,56.0,2671,5.71,5.74,3.55 +47188,0.57,Ideal,G,VS1,62.2,54.0,1837,5.31,5.33,3.31 +53094,0.83,Premium,H,SI1,58.6,61.0,2613,6.2,6.16,3.62 +1120,0.71,Ideal,F,VS2,61.2,56.0,2917,5.77,5.73,3.52 +38971,0.4,Very Good,E,VS1,60.5,61.0,1053,4.72,4.74,2.86 +11585,1.2,Ideal,H,SI2,62.3,57.0,5040,6.83,6.75,4.23 +39534,0.4,Premium,F,VS2,61.6,58.0,1080,4.8,4.75,2.94 +42091,0.55,Ideal,E,SI2,62.0,56.0,1273,5.27,5.22,3.25 +39116,0.41,Ideal,G,VS2,60.9,57.0,1061,4.84,4.79,2.93 +52496,0.51,Ideal,F,IF,62.4,55.0,2524,5.11,5.14,3.2 +51036,0.76,Premium,E,SI2,59.3,62.0,2329,6.01,5.96,3.55 +15474,1.0,Very Good,D,SI1,60.3,58.0,6196,6.44,6.49,3.9 +6508,1.01,Very Good,G,SI1,62.3,59.0,4064,6.34,6.37,3.96 +14952,1.2,Premium,I,VS1,62.8,56.0,6021,6.8,6.74,4.25 +12538,1.1,Premium,H,SI1,62.0,58.0,5267,6.68,6.6,4.12 +13189,1.21,Very Good,I,SI1,62.9,55.0,5452,6.69,6.76,4.23 +37716,0.34,Ideal,H,VVS1,62.9,57.0,995,4.47,4.44,2.8 +8997,1.04,Very Good,I,VS2,61.9,58.0,4511,6.47,6.55,4.03 +12758,1.2,Very Good,I,VS1,63.1,58.0,5322,6.7,6.62,4.2 +11039,0.9,Ideal,E,SI1,61.7,57.0,4921,6.18,6.24,3.83 +52661,0.71,Good,I,VVS1,63.8,56.0,2549,5.65,5.7,3.62 +52834,0.7,Premium,F,VS2,62.0,56.0,2573,5.72,5.67,3.53 +22673,1.26,Ideal,G,VVS1,62.1,57.0,10720,6.91,7.01,4.32 +5170,0.9,Very Good,H,SI1,61.7,57.0,3772,6.21,6.26,3.85 +53126,0.74,Ideal,E,SI2,60.9,57.0,2617,5.89,5.83,3.57 +33565,0.45,Premium,I,SI2,60.1,59.0,830,4.96,4.92,3.02 +46620,0.51,Ideal,D,VS2,62.3,57.0,1787,5.09,5.12,3.18 +46991,0.71,Good,E,SI2,64.0,56.0,1816,5.68,5.61,3.62 +39248,0.41,Ideal,G,VVS1,60.8,56.0,1068,4.82,4.85,2.94 +35587,0.42,Ideal,G,VS2,62.2,54.1,907,4.8,4.83,3.0 +47698,0.71,Very Good,I,SI1,62.6,63.0,1883,5.61,5.54,3.49 +50209,0.75,Very Good,H,SI2,61.9,56.0,2228,5.79,5.87,3.61 +40238,0.39,Ideal,F,VVS1,62.3,55.0,1124,4.67,4.7,2.92 +37857,0.44,Premium,E,VS2,62.3,59.0,1003,4.81,4.91,3.03 +8342,1.01,Good,G,SI2,59.3,62.0,4397,6.51,6.58,3.88 +28875,0.32,Ideal,J,IF,62.2,56.0,684,4.41,4.37,2.73 +930,0.88,Fair,F,SI1,56.6,65.0,2882,6.39,6.32,3.6 +11956,1.11,Premium,D,SI2,59.9,57.0,5134,6.74,6.72,4.03 +21748,1.52,Very Good,D,SI2,58.6,59.0,9817,7.43,7.48,4.37 +51687,0.76,Ideal,I,SI1,61.6,54.0,2399,5.86,5.92,3.63 +23263,1.51,Premium,H,VS2,62.8,60.0,11268,7.28,7.25,4.56 +1033,0.7,Very Good,G,VVS2,63.3,59.0,2905,5.59,5.62,3.55 +45829,0.98,Fair,G,I1,69.7,58.0,1712,6.08,5.98,4.21 +46500,0.4,Ideal,E,VVS1,61.3,56.0,1778,4.75,4.78,2.92 +31126,0.43,Very Good,G,SI1,62.7,56.0,754,4.8,4.83,3.02 +46393,0.58,Ideal,H,VS1,62.3,57.0,1764,5.33,5.36,3.33 +571,0.7,Very Good,D,VS2,59.6,61.0,2833,5.77,5.8,3.45 +14688,1.25,Premium,I,VS2,62.2,57.0,5925,6.92,6.84,4.28 +13883,1.1,Premium,H,VS2,61.4,58.0,5652,6.68,6.62,4.08 +31889,0.3,Ideal,G,VS1,62.0,54.0,776,4.35,4.3,2.68 +2730,0.31,Ideal,D,SI1,61.7,55.0,565,4.37,4.41,2.71 +7016,0.92,Good,D,SI1,63.6,57.0,4158,6.09,6.14,3.89 +44846,0.52,Ideal,F,VS2,61.2,56.0,1625,5.19,5.37,3.2 +25877,2.05,Premium,J,VS1,62.5,60.0,14973,8.09,8.14,5.07 +24139,1.5,Premium,G,VS2,62.9,54.0,12308,7.31,7.26,4.58 +43454,0.5,Very Good,E,SI1,63.2,57.0,1415,5.06,5.03,3.19 +21270,1.53,Premium,J,IF,61.1,58.0,9424,7.41,7.45,4.54 +43596,0.3,Ideal,G,VS2,61.8,56.0,507,4.29,4.32,2.66 +38176,0.4,Ideal,F,VVS2,62.0,56.0,1015,4.73,4.76,2.94 +5853,1.0,Good,J,VS1,58.1,64.0,3920,6.63,6.51,3.82 +41066,0.52,Premium,F,SI1,61.5,60.0,1191,5.15,5.16,3.17 +48443,0.51,Ideal,G,VVS2,62.9,57.0,1974,5.12,5.09,3.21 +13332,1.22,Ideal,H,SI2,61.0,57.0,5502,6.88,6.93,4.2 +28121,0.36,Ideal,D,SI1,61.5,56.0,663,4.56,4.64,2.83 +47587,0.58,Ideal,D,VS2,61.2,57.0,1876,5.37,5.41,3.3 +7839,0.96,Ideal,G,SI1,63.0,53.0,4301,6.24,6.21,3.92 +29294,0.31,Ideal,I,SI1,60.8,56.0,436,4.38,4.41,2.67 +1354,0.71,Very Good,D,SI1,59.4,59.0,2964,5.78,5.81,3.44 +3398,0.3,Ideal,H,VVS2,62.5,54.0,567,4.3,4.3,2.7 +17501,1.04,Ideal,F,VS2,60.1,59.0,7035,6.59,6.63,3.97 +29399,0.31,Premium,E,SI1,62.3,56.0,698,4.4,4.37,2.73 +30695,0.4,Very Good,F,SI1,62.3,57.0,737,4.67,4.74,2.93 +36124,0.33,Ideal,E,VS2,60.3,57.0,928,4.54,4.51,2.73 +32366,0.32,Ideal,E,VVS2,61.6,55.0,790,4.42,4.45,2.73 +34917,0.34,Ideal,F,VS2,62.1,55.0,880,4.51,4.47,2.79 +16339,1.1,Premium,G,VS2,60.2,58.0,6534,6.71,6.75,4.05 +1889,0.7,Very Good,D,SI1,62.4,57.0,3075,5.64,5.67,3.53 +33691,0.34,Ideal,E,VVS2,60.8,58.0,838,4.51,4.53,2.75 +9257,0.97,Premium,F,SI1,62.7,59.0,4561,6.28,6.31,3.95 +21430,1.18,Premium,G,VVS2,59.7,58.0,9537,6.94,6.9,4.13 +48836,0.57,Ideal,E,VS1,61.6,56.9,2030,5.29,5.36,3.28 +30877,0.33,Premium,E,SI1,60.7,57.0,743,4.47,4.43,2.7 +25771,2.23,Very Good,J,VS2,61.0,58.0,14732,8.36,8.39,5.11 +34750,0.41,Ideal,H,SI1,61.2,57.0,876,4.78,4.76,2.92 +13079,1.01,Good,H,VS1,63.8,59.0,5416,6.3,6.34,4.03 +26242,2.03,Premium,I,SI1,61.4,58.0,15683,8.13,8.09,4.98 +35438,0.32,Ideal,E,VS2,61.5,55.0,900,4.43,4.38,2.71 +51056,0.7,Premium,H,SI1,60.0,60.0,2331,5.79,5.72,3.5 +41380,0.59,Ideal,F,SI2,59.5,57.0,1221,5.5,5.54,3.28 +36774,0.34,Premium,F,VS1,60.4,58.0,956,4.53,4.51,2.73 +24615,2.0,Premium,H,SI2,62.5,58.0,12940,8.14,8.03,5.05 +37693,0.35,Ideal,F,VVS1,60.6,56.0,994,4.58,4.59,2.78 +52582,0.7,Very Good,G,VS2,63.3,57.0,2538,5.62,5.66,3.57 +48541,0.72,Premium,J,SI1,62.1,59.0,1987,5.75,5.71,3.56 +20233,1.01,Ideal,G,VVS2,61.6,54.0,8662,6.51,6.55,4.02 +25751,2.16,Ideal,J,SI1,63.0,55.0,14691,8.2,8.24,5.18 +41750,0.52,Very Good,G,SI1,62.8,61.0,1244,5.11,5.14,3.22 +52242,0.91,Premium,E,I1,59.6,59.0,2486,6.32,6.29,3.76 +16011,1.33,Premium,H,SI2,62.8,52.0,6405,7.15,7.06,4.46 +39145,0.41,Ideal,G,VS2,62.7,56.0,1061,4.76,4.71,2.97 +24070,1.28,Premium,E,VS1,60.8,60.0,12210,7.03,6.98,4.26 +26729,0.32,Very Good,F,VS2,60.8,58.0,645,4.41,4.44,2.69 +47128,0.52,Very Good,D,VS1,62.5,57.0,1829,5.11,5.16,3.21 +6235,0.75,Very Good,E,VVS2,62.8,57.0,4005,5.74,5.78,3.62 +30724,0.41,Good,D,SI1,63.8,56.0,738,4.68,4.72,3.0 +11059,0.4,Ideal,H,SI2,62.2,56.0,596,4.71,4.75,2.94 +3058,0.34,Very Good,F,SI1,63.0,54.0,566,4.48,4.5,2.83 +7789,0.9,Very Good,E,SI1,62.9,56.0,4286,6.09,6.12,3.84 +25851,3.0,Good,J,SI2,59.3,64.0,14918,9.32,9.19,5.5 +12534,1.12,Premium,H,SI1,61.6,59.0,5266,6.63,6.67,4.1 +3019,0.71,Ideal,G,VVS2,61.7,57.0,3307,5.72,5.74,3.53 +14970,1.0,Good,G,VS1,63.9,55.0,6028,6.34,6.28,4.03 +40612,0.33,Ideal,G,SI1,61.6,56.0,498,4.43,4.46,2.74 +19409,1.5,Premium,E,SI2,61.5,59.0,8064,7.3,7.23,4.47 +29283,0.25,Very Good,E,VS1,59.9,56.0,436,4.1,4.15,2.47 +47156,0.52,Ideal,G,VVS2,62.1,56.0,1833,5.14,5.16,3.2 +16243,1.01,Premium,G,VS1,62.6,59.0,6499,6.38,6.43,4.01 +21320,1.23,Premium,F,VS1,60.8,58.0,9471,6.94,6.9,4.21 +25281,2.01,Good,H,SI1,56.7,58.0,13929,8.31,8.36,4.73 +39054,0.54,Ideal,I,SI1,61.9,54.0,1057,5.25,5.28,3.26 +47590,0.61,Very Good,H,VVS2,62.8,58.0,1877,5.4,5.42,3.4 +37140,0.37,Premium,E,VS2,60.6,58.0,971,4.65,4.62,2.81 +19373,0.27,Ideal,E,VVS1,62.3,56.0,622,4.15,4.17,2.59 +16431,1.08,Ideal,H,VS1,62.0,55.0,6562,6.56,6.6,4.08 +11930,0.93,Ideal,G,SI1,60.1,57.0,5126,6.33,6.41,3.83 +38643,0.33,Ideal,F,VVS2,62.2,56.0,1040,4.45,4.43,2.76 +49157,0.5,Very Good,G,VVS1,63.3,56.0,2070,5.1,5.07,3.22 +24820,1.53,Premium,G,VS2,59.9,61.0,13206,7.54,7.45,4.49 +1678,1.02,Premium,G,SI2,61.7,58.0,3027,6.46,6.41,3.97 +11547,1.01,Ideal,H,SI1,62.3,55.0,5029,6.46,6.45,4.02 +169,0.58,Ideal,F,VVS1,61.7,56.0,2772,5.33,5.37,3.3 +2289,0.9,Ideal,J,VS2,61.3,57.0,3160,6.16,6.24,3.8 +18116,1.01,Good,G,VVS2,62.4,59.0,7332,6.32,6.37,3.96 +56,0.3,Ideal,I,SI2,61.0,59.0,405,4.3,4.33,2.63 +38412,0.35,Ideal,G,VVS2,61.0,57.0,1024,4.58,4.54,2.78 +27012,2.0,Premium,G,SI2,60.4,61.0,17136,8.21,8.12,4.93 +38340,0.32,Ideal,G,IF,61.8,55.0,1020,4.43,4.41,2.73 +35242,0.37,Premium,F,VS2,59.7,62.0,894,4.7,4.68,2.8 +13873,1.22,Premium,I,VS2,62.9,58.0,5649,6.8,6.75,4.26 +45798,0.62,Very Good,H,VS2,61.7,63.0,1709,5.48,5.42,3.36 +50120,0.5,Ideal,F,VVS2,61.3,59.0,2210,5.05,5.1,3.11 +15628,1.01,Premium,F,VS2,62.4,56.0,6271,6.43,6.35,3.99 +6425,0.9,Premium,H,VS2,60.6,60.0,4044,6.24,6.3,3.8 +38373,0.42,Ideal,G,VVS1,60.9,55.0,1023,4.83,4.89,2.96 +4345,0.72,Ideal,E,VS2,61.1,56.0,3601,5.78,5.81,3.54 +47944,0.59,Ideal,G,VS1,62.1,55.0,1916,5.35,5.4,3.34 +6633,1.0,Very Good,F,SI1,63.2,54.0,4088,6.3,6.23,3.96 +28627,0.23,Very Good,H,VVS1,61.6,56.0,434,3.94,3.97,2.43 +20502,1.66,Very Good,H,SI1,63.3,59.0,8831,7.48,7.45,4.72 +21501,1.53,Premium,J,IF,61.1,58.0,9596,7.45,7.41,4.54 +26607,1.52,Ideal,G,VVS1,61.4,57.0,16343,7.38,7.4,4.54 +6129,1.04,Ideal,H,SI1,61.3,55.0,3984,6.49,6.44,3.96 +43841,0.5,Ideal,H,VS2,60.8,56.0,1446,5.17,5.19,3.14 +43106,0.55,Good,I,VVS2,61.0,61.0,1384,5.32,5.36,3.26 +39324,0.51,Very Good,J,SI1,63.3,56.0,1071,5.12,5.02,3.21 +4448,0.7,Ideal,D,VS1,62.8,53.4,3618,5.64,5.68,3.55 +22037,0.31,Premium,H,VS2,59.7,61.0,628,4.42,4.39,2.63 +13455,1.35,Fair,J,SI1,65.2,56.0,5524,6.9,7.02,4.54 +5275,0.73,Ideal,F,VS1,61.4,55.0,3797,5.8,5.83,3.57 +16963,1.12,Ideal,G,VS2,62.2,54.0,6774,6.65,6.62,4.13 +7290,1.1,Premium,E,SI2,60.0,60.0,4201,6.7,6.73,4.03 +12063,1.01,Ideal,F,SI2,61.7,56.0,5154,6.43,6.47,3.98 +4558,0.9,Good,I,VS1,63.3,59.0,3644,6.06,6.1,3.85 +3116,0.92,Fair,F,SI1,66.0,57.0,3323,6.04,5.99,3.97 +48148,0.53,Premium,D,VS1,62.4,61.0,1940,5.25,5.14,3.24 +35049,0.42,Ideal,I,VVS1,62.4,57.0,884,4.79,4.83,3.0 +39908,0.5,Very Good,E,SI2,60.6,59.0,1104,5.07,5.12,3.09 +4903,0.96,Very Good,G,SI2,62.6,59.0,3723,6.18,6.29,3.9 +3690,0.9,Very Good,H,SI1,61.0,59.0,3447,6.11,6.16,3.74 +20856,1.01,Very Good,E,VVS2,60.2,60.0,9076,6.46,6.5,3.9 +38435,0.38,Ideal,F,VS2,62.0,56.0,1026,4.66,4.63,2.88 +14773,1.01,Premium,G,VS2,62.1,60.0,5946,6.37,6.35,3.95 +46904,0.56,Premium,D,SI1,61.9,58.0,1814,5.33,5.27,3.28 +32245,0.31,Ideal,H,IF,61.3,56.0,789,4.39,4.42,2.7 +7884,1.04,Very Good,H,SI1,63.2,57.0,4310,6.45,6.4,4.06 +50285,0.35,Ideal,H,SI1,61.9,55.0,541,4.54,4.57,2.82 +19827,1.12,Ideal,G,VS1,62.5,54.0,8394,6.65,6.69,4.17 +49181,0.64,Ideal,F,VS2,62.5,56.0,2074,5.55,5.53,3.46 +43429,0.53,Very Good,D,SI1,60.9,59.0,1415,5.18,5.2,3.16 +52926,0.71,Ideal,E,SI1,60.3,57.0,2590,5.77,5.81,3.49 +39230,0.32,Ideal,D,VVS1,61.3,57.0,1067,4.39,4.42,2.7 +35030,0.4,Good,E,SI1,63.9,58.0,882,4.67,4.63,2.97 +38869,0.4,Premium,F,VS1,62.6,58.0,1050,4.72,4.68,2.94 +41800,0.4,Very Good,E,VS1,62.7,55.0,1250,4.69,4.72,2.95 +44424,0.55,Ideal,G,VS2,62.2,54.0,1588,5.27,5.28,3.28 +34586,0.35,Ideal,F,VVS2,61.2,56.0,872,4.56,4.58,2.8 +38020,0.39,Premium,G,VS2,61.2,60.0,1009,4.73,4.68,2.88 +17940,1.25,Premium,H,VS2,60.4,59.0,7246,6.92,6.96,4.19 +47102,0.7,Ideal,J,SI2,61.6,57.0,1826,5.68,5.65,3.49 +41837,0.44,Premium,F,VVS2,61.6,58.0,1253,4.89,4.85,3.0 +35068,0.32,Very Good,F,VVS1,61.6,56.0,886,4.37,4.41,2.7 +49804,0.52,Ideal,G,IF,61.5,56.0,2164,5.21,5.16,3.19 +10739,0.33,Ideal,H,SI1,63.0,56.0,594,4.42,4.41,2.78 +17663,1.02,Ideal,D,VS1,62.7,55.0,7118,6.49,6.4,4.04 +36996,0.41,Ideal,G,SI1,61.1,56.0,964,4.82,4.84,2.95 +37531,0.47,Good,E,SI1,60.2,64.0,987,5.1,5.04,3.05 +31545,0.3,Ideal,E,VVS2,61.6,58.0,766,4.28,4.33,2.65 +9363,0.32,Premium,D,SI1,61.5,59.0,589,4.39,4.42,2.71 +51845,0.71,Ideal,G,SI1,61.4,55.0,2423,5.75,5.79,3.54 +27493,2.0,Very Good,G,SI1,62.5,58.0,18186,7.98,8.04,5.01 +17018,1.01,Very Good,D,VS2,63.3,58.0,6794,6.35,6.38,4.03 +25443,1.5,Ideal,F,VS2,62.4,55.0,14199,7.31,7.25,4.54 +15664,1.2,Premium,H,SI1,60.8,60.0,6282,6.9,6.85,4.18 +2836,0.78,Ideal,G,SI1,62.2,55.0,3267,5.87,5.9,3.66 +52912,0.71,Ideal,G,VS2,62.1,57.0,2587,5.71,5.63,3.52 +22446,1.53,Very Good,H,SI1,63.4,55.0,10473,7.3,7.34,4.64 +10615,1.01,Ideal,F,SI1,62.3,57.0,4829,6.4,6.44,4.0 +31927,0.3,Good,G,VS1,63.6,57.0,776,4.26,4.23,2.7 +42126,0.5,Premium,D,SI2,62.2,58.0,1279,5.14,5.08,3.18 +40867,0.55,Ideal,F,SI2,62.3,57.0,1175,5.22,5.27,3.27 +50064,0.8,Premium,J,VS1,61.6,60.0,2202,5.94,5.88,3.64 +36903,0.4,Ideal,F,VS1,61.4,57.0,960,4.74,4.77,2.92 +3956,1.52,Fair,H,I1,64.9,58.0,3504,7.18,7.13,4.65 +28406,0.35,Premium,D,SI2,60.8,58.0,669,4.57,4.51,2.76 +4743,0.9,Very Good,G,SI1,63.0,57.0,3681,6.13,6.19,3.88 +23454,1.01,Ideal,D,VVS2,61.9,56.0,11442,6.41,6.45,3.98 +4703,1.1,Ideal,F,I1,61.8,56.0,3678,6.61,6.65,4.1 +39309,0.7,Fair,G,I1,62.5,59.0,1069,5.65,5.48,3.48 +27120,2.35,Premium,I,SI2,61.1,58.0,17294,8.63,8.56,5.25 +35870,0.32,Very Good,G,IF,62.1,53.0,918,4.4,4.45,2.75 +8641,1.0,Premium,I,VS2,61.6,59.0,4452,6.47,6.39,3.96 +29784,0.3,Ideal,D,SI1,61.0,54.0,709,4.35,4.34,2.65 +27694,0.41,Ideal,J,VS1,62.7,54.0,648,4.75,4.79,2.99 +13490,1.16,Very Good,H,VS2,63.0,57.0,5537,6.64,6.66,4.19 +51821,0.72,Ideal,I,VVS2,62.2,54.0,2420,5.73,5.78,3.58 +21298,1.43,Very Good,D,SI1,63.5,56.0,9450,7.24,7.09,4.55 +3850,0.8,Good,F,VS1,59.0,60.9,3477,6.03,6.04,3.56 +27166,1.61,Ideal,F,VS1,62.0,55.0,17414,7.55,7.52,4.67 +49372,0.5,Ideal,D,VVS2,60.4,54.0,2100,5.17,5.23,3.14 +13117,1.21,Premium,G,SI2,60.3,58.0,5430,6.9,6.96,4.18 +31898,0.3,Premium,G,VS1,61.3,58.0,776,4.33,4.29,2.64 +3910,0.8,Premium,E,VS2,63.0,56.0,3494,5.91,5.84,3.7 +45957,0.56,Ideal,F,VS2,62.1,57.0,1723,5.28,5.29,3.28 +1353,0.71,Very Good,E,SI1,62.9,55.0,2964,5.64,5.68,3.56 +3837,1.0,Fair,H,SI2,66.1,59.0,3472,6.18,6.13,4.07 +25145,1.57,Ideal,G,VS2,61.4,55.0,13713,7.48,7.52,4.61 +2943,0.8,Very Good,E,SI1,63.1,57.0,3293,5.94,5.86,3.72 +37971,0.41,Very Good,F,VS1,61.2,57.0,1007,4.77,4.8,2.93 +46780,0.54,Ideal,G,VS1,61.8,55.3,1804,5.22,5.24,3.23 +27592,1.33,Ideal,F,IF,60.2,57.0,18435,7.12,7.17,4.3 +28280,0.31,Premium,J,SI1,60.9,60.0,363,4.36,4.38,2.66 +49200,0.52,Very Good,F,VVS2,61.5,57.0,2079,5.18,5.22,3.19 +17910,1.03,Very Good,F,VS1,62.2,57.0,7233,6.47,6.51,4.04 +15489,1.01,Very Good,F,VS2,59.2,60.0,6204,6.46,6.51,3.84 +52665,0.77,Good,G,SI2,63.9,59.0,2550,5.84,5.78,3.71 +42378,0.43,Premium,E,VVS2,60.8,57.0,1304,4.92,4.89,2.98 +14553,1.0,Premium,D,SI1,59.6,57.0,5880,6.54,6.44,3.87 +11884,0.99,Very Good,F,SI1,62.5,58.0,5112,6.36,6.38,3.98 +4740,0.3,Ideal,F,VS2,61.7,58.0,573,4.28,4.31,2.65 +45089,0.5,Ideal,D,VS2,60.1,59.0,1646,5.14,5.17,3.1 +7752,1.02,Ideal,I,VS2,62.7,56.0,4281,6.37,6.43,4.01 +27821,0.34,Premium,G,SI1,61.5,56.0,650,4.52,4.45,2.76 +37615,0.24,Very Good,E,VVS1,60.4,62.0,485,3.99,4.02,2.42 +6391,1.04,Premium,J,SI1,60.2,56.0,4036,6.61,6.54,3.96 +13929,1.1,Very Good,F,SI1,60.5,60.0,5667,6.65,6.67,4.03 +39492,0.41,Premium,E,VS1,60.7,58.0,1079,4.79,4.83,2.92 +45345,0.52,Very Good,D,VS2,63.6,59.0,1664,5.09,5.13,3.25 +39204,0.37,Premium,G,IF,59.8,58.0,1064,4.71,4.69,2.81 +32991,0.38,Premium,I,VS2,62.5,58.0,812,4.61,4.58,2.87 +12904,1.12,Very Good,F,SI1,61.4,63.0,5374,6.7,6.68,4.11 +32612,0.32,Ideal,E,SI2,61.3,56.0,456,4.42,4.45,2.72 +9241,1.01,Premium,H,SI1,61.2,58.0,4559,6.43,6.47,3.95 +24923,2.21,Premium,H,SI2,62.9,60.0,13369,8.27,8.23,5.19 +20970,1.36,Very Good,H,VS1,59.9,58.0,9178,7.16,7.2,4.3 +45577,0.52,Ideal,E,VS2,61.7,55.0,1689,5.16,5.21,3.2 +16416,1.23,Ideal,D,SI1,60.9,54.0,6557,7.01,6.96,4.25 +14609,1.21,Good,H,SI1,63.6,56.0,5893,6.63,6.68,4.23 +650,0.81,Ideal,F,SI2,62.1,57.0,2843,5.91,5.95,3.68 +13590,1.08,Ideal,G,VS2,62.1,57.0,5559,6.54,6.57,4.07 +32032,0.3,Ideal,E,VS1,62.5,56.0,778,4.3,4.28,2.68 +14632,1.16,Ideal,G,SI1,61.8,55.0,5908,6.75,6.78,4.18 +43336,0.56,Ideal,E,SI1,61.3,56.0,1405,5.28,5.32,3.25 +28571,0.3,Premium,H,VS1,62.0,58.0,675,4.28,4.24,2.64 +51742,0.81,Premium,F,SI1,59.4,60.0,2403,6.11,6.07,3.62 +13008,1.05,Very Good,H,SI1,60.5,58.0,5406,6.55,6.6,3.98 +26046,1.36,Ideal,F,VVS1,61.3,57.0,15247,7.13,7.23,4.4 +33655,0.41,Very Good,E,VS1,62.8,56.0,834,4.72,4.77,2.98 +16981,1.04,Premium,F,VS2,61.7,59.0,6782,6.45,6.49,3.99 +43247,0.42,Ideal,G,IF,61.6,56.0,1400,4.85,4.86,2.99 +12295,0.9,Very Good,F,VS2,61.8,57.0,5218,6.16,6.23,3.83 +50405,0.58,Ideal,G,VVS1,61.3,56.0,2256,5.36,5.4,3.3 +2196,0.9,Good,E,SI2,64.1,57.0,3139,6.07,6.09,3.9 +19934,1.03,Ideal,G,VVS2,61.2,57.0,8483,6.48,6.52,3.98 +50514,0.71,Ideal,I,VS2,62.0,54.0,2272,5.73,5.77,3.56 +41817,0.43,Ideal,F,VVS2,61.9,56.0,1250,4.84,4.82,2.99 +36350,0.42,Ideal,D,VS2,62.7,55.0,938,4.79,4.81,3.01 +49101,0.52,Very Good,F,VVS2,62.1,58.0,2064,5.12,5.16,3.19 +1675,0.83,Ideal,H,VS2,61.3,54.0,3027,6.06,6.1,3.73 +6606,0.93,Premium,F,SI1,62.5,58.0,4081,6.19,6.22,3.88 +14395,0.3,Very Good,G,VS1,62.9,60.0,605,4.26,4.29,2.69 +53486,0.76,Ideal,D,SI2,62.2,57.0,2682,5.83,5.85,3.63 +35532,0.32,Ideal,G,IF,61.3,56.0,905,4.4,4.44,2.71 +25066,2.01,Good,I,SI1,64.1,62.0,13587,7.94,7.85,5.06 +31179,0.32,Good,E,VS1,60.3,64.0,756,4.42,4.44,2.67 +12041,0.34,Very Good,E,SI1,63.0,55.0,596,4.42,4.47,2.8 +38588,0.43,Ideal,D,SI1,61.6,56.0,1036,4.86,4.82,2.98 +9366,0.32,Good,D,SI1,63.1,57.0,589,4.37,4.38,2.76 +18898,1.07,Premium,D,VS2,61.3,59.0,7751,6.61,6.53,4.03 +41167,0.38,Ideal,D,VVS2,61.5,56.0,1200,4.64,4.66,2.86 +22273,1.1,Very Good,F,VVS1,62.2,59.0,10329,6.56,6.69,4.12 +12146,1.14,Ideal,J,SI1,61.5,56.0,5174,6.7,6.74,4.13 +43369,0.5,Ideal,H,VS2,62.6,52.0,1408,5.06,5.09,3.18 +11144,1.13,Ideal,I,VS2,62.3,56.0,4940,6.63,6.73,4.16 +25995,1.53,Premium,F,VS1,60.3,58.0,15217,7.51,7.48,4.52 +33544,0.35,Ideal,E,VS1,61.9,56.0,829,4.51,4.53,2.8 +32820,0.34,Premium,D,VS2,59.3,58.0,805,4.52,4.55,2.69 +51195,0.81,Premium,J,VS1,61.7,61.0,2350,5.94,5.9,3.65 +48306,0.32,Ideal,H,VS2,61.7,56.0,534,4.39,4.42,2.72 +39289,0.3,Ideal,H,VS2,61.4,55.0,491,4.34,4.36,2.67 +33128,0.31,Ideal,E,VVS2,61.7,56.0,816,4.33,4.36,2.68 +4044,1.05,Ideal,J,VS1,60.6,56.0,3528,6.59,6.55,3.98 +2586,1.1,Premium,J,SI2,60.0,58.0,3216,6.77,6.66,4.03 +25622,2.14,Premium,H,SI1,62.3,58.0,14490,8.28,8.22,5.14 +5017,0.9,Very Good,J,VVS1,60.4,60.0,3746,6.23,6.28,3.78 +47545,0.52,Ideal,F,VS1,62.2,55.0,1872,5.18,5.14,3.21 +31749,0.44,Premium,G,SI1,61.9,58.0,772,4.83,4.87,3.0 +15660,1.21,Ideal,I,VS1,60.3,60.0,6279,6.89,6.93,4.17 +18777,1.36,Premium,E,SI2,61.1,58.0,7677,7.21,7.13,4.38 +10446,1.01,Ideal,E,SI2,62.2,56.0,4788,6.42,6.45,4.0 +23851,1.5,Very Good,E,VS2,61.9,57.0,11939,7.31,7.38,4.55 +29599,0.35,Premium,H,VVS2,61.9,58.0,706,4.5,4.54,2.8 +21525,1.11,Ideal,E,VS2,61.0,57.0,9625,6.65,6.7,4.08 +13039,0.36,Premium,F,SI1,62.3,59.0,600,4.5,4.56,2.82 +3127,0.9,Fair,F,SI1,65.3,61.0,3326,6.0,5.95,3.9 +13800,1.64,Premium,J,SI2,63.0,58.0,5624,7.54,7.49,4.74 +29763,0.35,Premium,I,VS1,60.7,62.0,709,4.59,4.53,2.77 +1541,0.7,Premium,D,VS1,61.6,61.0,3001,5.66,5.61,3.47 +28694,0.41,Very Good,F,SI1,62.3,60.0,679,4.73,4.78,2.96 +20237,1.01,Very Good,E,VS1,57.7,62.0,8668,6.57,6.63,3.81 +1268,0.9,Fair,I,SI2,66.4,60.0,2948,5.92,5.86,3.91 +26214,2.02,Premium,H,SI2,61.4,59.0,15606,8.15,8.08,4.98 +41076,0.41,Premium,F,VVS2,60.4,58.0,1192,4.84,4.8,2.91 +1973,0.72,Ideal,E,VS2,60.8,57.0,3091,5.79,5.82,3.53 +11479,1.14,Very Good,E,SI2,60.2,58.0,5014,6.71,6.78,4.06 +51734,0.58,Ideal,F,VVS2,62.5,56.0,2401,5.34,5.29,3.32 +27146,2.01,Good,I,VS1,62.5,56.0,17365,7.96,8.0,4.99 +37572,0.5,Very Good,J,SI1,62.8,58.0,990,5.05,5.08,3.18 +16653,1.03,Premium,G,VS1,62.2,57.0,6659,6.47,6.42,4.01 +10588,0.91,Ideal,E,SI2,62.4,57.0,4821,6.17,6.21,3.86 +39162,0.35,Premium,E,VS1,62.3,60.0,1063,4.52,4.5,2.81 +30198,0.42,Premium,E,SI1,62.0,58.0,722,4.82,4.85,3.0 +32811,0.34,Ideal,D,VS2,62.3,55.0,805,4.45,4.48,2.78 +7283,1.0,Premium,E,SI2,62.8,59.0,4200,6.34,6.3,3.97 +24753,1.5,Premium,H,IF,63.0,59.0,13107,7.3,7.23,4.58 +46243,0.53,Ideal,F,VS2,61.8,55.0,1753,5.23,5.19,3.22 +6453,1.14,Very Good,F,I1,61.3,55.8,4050,6.74,6.76,4.13 +20191,1.51,Very Good,G,SI2,62.8,56.0,8637,7.22,7.3,4.56 +5572,1.04,Premium,G,SI2,62.2,59.0,3861,6.57,6.49,4.06 +22277,1.51,Very Good,H,SI1,60.6,59.0,10331,7.41,7.45,4.5 +36174,0.4,Good,F,VS2,62.0,61.3,929,4.69,4.72,2.91 +13633,1.35,Very Good,I,SI2,58.6,63.0,5579,7.28,7.19,4.24 +3657,0.8,Premium,D,SI1,62.9,60.0,3441,5.94,5.89,3.72 +25516,1.71,Premium,E,SI1,62.2,58.0,14319,7.67,7.61,4.75 +20825,1.1,Ideal,G,VVS2,61.6,56.0,9051,6.62,6.69,4.1 +24625,1.28,Ideal,F,VVS2,62.2,56.0,12958,6.95,6.91,4.32 +17790,1.0,Premium,E,VS2,61.3,58.0,7168,6.41,6.38,3.92 +29279,0.31,Ideal,I,VVS2,61.6,57.0,698,4.39,4.35,2.69 +47280,0.55,Ideal,H,VVS1,62.4,56.0,1845,5.21,5.24,3.26 +12953,1.01,Ideal,G,SI1,61.2,57.0,5387,6.44,6.5,3.96 +48334,0.72,Good,J,VS1,63.7,54.0,1959,5.68,5.71,3.63 +40045,0.52,Premium,F,SI1,62.0,59.0,1112,5.18,5.15,3.2 +34571,0.31,Ideal,G,IF,62.1,56.0,871,4.31,4.34,2.69 +8788,1.0,Good,H,SI1,63.9,56.0,4469,6.31,6.28,4.02 +14220,1.2,Ideal,I,SI1,60.3,56.0,5763,6.87,6.97,4.17 +17404,1.71,Good,F,SI2,63.7,54.0,6971,7.6,7.49,4.81 +15889,1.01,Fair,G,VS1,64.6,60.0,6353,6.34,6.22,4.06 +45136,0.5,Ideal,D,VS2,62.4,55.0,1653,5.09,5.1,3.18 +43522,0.5,Ideal,G,VS2,62.6,57.0,1424,5.11,5.05,3.18 +22176,1.51,Very Good,I,VS1,61.1,61.0,10215,7.32,7.37,4.49 +21155,1.01,Ideal,E,VVS2,60.0,55.0,9310,6.56,6.6,3.95 +15213,1.01,Premium,G,VS2,62.0,59.0,6108,6.41,6.36,3.96 +8029,1.08,Ideal,H,SI1,62.2,57.0,4333,6.56,6.6,4.09 +41741,0.41,Ideal,E,VVS2,62.0,56.0,1243,4.76,4.72,2.94 +44279,0.51,Very Good,E,VS2,63.6,59.0,1577,4.99,5.07,3.2 +17953,1.23,Ideal,I,VVS2,62.5,57.0,7256,6.81,6.86,4.27 +18472,1.0,Ideal,G,VVS2,62.8,53.9,7520,6.37,6.42,4.02 +39394,0.41,Ideal,D,VS2,62.4,55.0,1076,4.79,4.76,2.98 +44368,0.54,Ideal,G,VS2,62.0,54.0,1580,5.22,5.27,3.25 +40809,0.51,Very Good,H,SI1,62.0,57.0,1170,5.11,5.19,3.19 +9514,0.9,Ideal,D,SI1,62.7,56.0,4612,6.18,6.16,3.87 +1582,0.76,Ideal,D,SI1,61.2,57.0,3007,5.88,5.91,3.61 +29335,0.31,Premium,H,VS1,61.5,61.0,698,4.34,4.31,2.66 +25289,1.6,Premium,G,VS2,61.6,60.0,13942,7.55,7.49,4.63 +46824,0.96,Fair,H,I1,67.4,62.0,1808,6.13,5.96,4.08 +23514,2.19,Good,I,SI2,63.7,57.0,11522,8.23,8.19,5.23 +574,0.85,Ideal,H,SI2,62.5,57.0,2833,6.02,6.07,3.78 +18569,1.47,Premium,H,SI2,59.1,56.0,7573,7.51,7.46,4.42 +27464,2.33,Very Good,I,SI1,60.7,56.0,18119,8.55,8.61,5.21 +9132,1.08,Ideal,H,SI2,59.3,57.0,4536,6.74,6.71,3.99 +35357,0.42,Premium,D,SI2,60.1,58.0,898,4.88,4.83,2.92 +49719,0.71,Fair,F,SI1,57.0,62.0,2149,5.84,5.87,3.34 +2136,0.71,Ideal,G,VS1,60.9,56.6,3123,5.75,5.79,3.52 +37717,0.34,Premium,H,VVS1,61.5,60.0,995,4.49,4.45,2.75 +18370,0.39,Very Good,J,VS1,61.0,62.0,616,4.66,4.71,2.86 +733,0.31,Ideal,I,VVS1,62.3,54.0,557,4.37,4.4,2.73 +50382,0.75,Good,J,SI1,63.9,56.0,2250,5.76,5.71,3.66 +30437,0.32,Ideal,G,VVS2,62.4,54.0,730,4.37,4.38,2.73 +37871,0.39,Ideal,E,VS1,62.2,53.3,1004,4.68,4.7,2.92 +51623,0.93,Premium,F,I1,61.3,59.0,2396,6.27,6.22,3.83 +51954,0.63,Ideal,G,VVS2,62.6,56.0,2442,5.45,5.48,3.42 +33652,0.39,Ideal,I,VS2,62.9,57.0,834,4.68,4.64,2.93 +27617,2.66,Good,H,SI2,64.3,60.0,18495,8.71,8.65,5.58 +41731,0.41,Ideal,E,VVS2,61.0,56.0,1243,4.82,4.79,2.93 +23561,1.21,Ideal,G,VVS1,61.5,56.0,11572,6.83,6.89,4.22 +23415,1.52,Ideal,F,VS2,62.3,55.0,11405,7.37,7.33,4.58 +30763,0.25,Very Good,E,VVS2,63.1,56.0,740,4.05,4.0,2.54 +29981,0.39,Ideal,G,SI2,60.9,56.0,716,4.78,4.74,2.9 +7450,1.02,Ideal,H,SI1,63.0,57.0,4233,6.36,6.3,3.99 +45595,0.51,Ideal,G,VS1,62.4,57.0,1689,5.1,5.13,3.19 +2635,0.71,Ideal,H,VS1,61.8,55.0,3229,5.72,5.77,3.55 +23847,1.23,Ideal,F,VVS2,61.9,55.0,11927,6.92,6.89,4.27 +37069,0.48,Ideal,G,SI1,61.4,56.0,969,5.02,5.07,3.1 +39407,0.41,Ideal,G,VVS2,62.9,56.0,1076,4.74,4.7,2.97 +33372,0.41,Premium,H,VS1,62.6,60.0,827,4.75,4.77,2.98 +47759,0.5,Very Good,D,VS1,59.8,58.0,1893,5.12,5.14,3.07 +13572,1.0,Ideal,E,SI1,61.4,58.0,5555,6.41,6.43,3.94 +25174,1.51,Premium,E,VS2,62.2,58.0,13757,7.33,7.27,4.54 +16951,1.5,Good,H,SI2,63.6,60.0,6770,7.3,7.23,4.63 +27665,2.12,Premium,H,SI1,61.1,60.0,18656,8.18,8.26,5.02 +29485,0.4,Very Good,G,SI1,62.8,60.0,702,4.66,4.7,2.94 +1704,0.71,Ideal,D,SI1,60.6,57.0,3035,5.82,5.72,3.5 +27384,0.41,Very Good,J,VS1,62.0,55.0,647,4.74,4.77,2.95 +16629,1.07,Ideal,G,VS2,62.4,55.0,6648,6.53,6.58,4.09 +10353,0.9,Ideal,E,SI2,61.8,56.0,4770,6.18,6.22,3.83 +10124,1.01,Good,D,SI2,63.6,57.0,4719,6.35,6.39,4.05 +3980,1.0,Premium,H,SI1,62.2,51.0,3511,6.47,6.4,4.0 +46099,0.5,Ideal,G,VVS2,61.9,58.0,1741,5.06,5.09,3.14 +19563,1.04,Very Good,D,VS1,62.3,59.0,8192,6.39,6.48,4.01 +42771,0.55,Premium,J,SI1,60.5,59.0,1348,5.33,5.28,3.21 +50564,0.79,Ideal,I,SI2,62.1,56.0,2277,5.92,5.97,3.69 +7123,1.0,Very Good,H,SI2,61.6,58.0,4172,6.43,6.47,3.97 +50731,0.72,Ideal,G,SI2,62.6,52.0,2295,5.74,5.77,3.6 +13750,1.01,Good,F,VS1,62.9,64.0,5606,6.38,6.28,3.98 +40276,0.31,Ideal,G,SI1,61.9,55.0,493,4.38,4.41,2.72 +11663,1.02,Premium,D,SI2,62.8,55.0,5055,6.46,6.38,4.03 +52388,0.8,Premium,I,SI1,60.9,60.0,2507,6.01,5.95,3.64 +46663,0.51,Ideal,D,VS2,60.9,56.0,1787,5.16,5.19,3.15 +48515,0.58,Ideal,G,VS1,62.6,54.0,1984,5.34,5.3,3.33 +14444,1.27,Premium,H,VS2,58.9,61.0,5832,7.09,7.03,4.16 +32528,0.35,Premium,H,VVS1,60.6,60.0,798,4.51,4.57,2.75 +27029,1.75,Premium,F,VS2,61.4,58.0,17172,7.76,7.72,4.75 +10644,1.11,Very Good,G,VS2,63.4,56.0,4834,6.62,6.54,4.18 +51663,0.73,Ideal,I,VS1,60.7,56.0,2397,5.85,5.81,3.54 +28740,0.31,Premium,E,VS2,60.5,60.0,680,4.34,4.36,2.63 +6390,0.36,Premium,F,SI1,60.2,58.0,576,4.6,4.63,2.78 +25532,2.28,Good,J,SI1,63.7,55.0,14350,8.35,8.28,5.3 +38815,0.45,Premium,F,SI1,61.1,58.0,1046,4.97,4.95,3.03 +50992,0.31,Good,G,VS2,63.4,59.0,544,4.29,4.32,2.73 +35390,0.41,Ideal,G,VS1,60.8,56.0,899,4.79,4.82,2.92 +40743,0.36,Ideal,G,VVS1,61.7,55.0,1163,4.58,4.6,2.83 +7485,1.02,Ideal,F,SI2,62.1,56.0,4238,6.44,6.41,3.99 +37120,0.42,Premium,D,SI1,60.2,57.0,970,4.89,4.85,2.93 +52086,0.77,Premium,H,SI1,61.6,60.0,2457,5.91,5.87,3.59 +24592,1.2,Very Good,F,IF,62.3,60.0,12905,6.74,6.8,4.22 +42960,0.3,Premium,J,VS1,63.0,59.0,506,4.27,4.24,2.68 +30634,0.41,Very Good,G,SI1,60.4,58.0,735,4.77,4.84,2.9 +41208,0.51,Premium,E,SI2,62.0,57.0,1205,5.13,5.09,3.17 +51447,0.7,Ideal,G,VS2,62.9,56.0,2375,5.7,5.65,3.57 +49885,0.7,Premium,G,SI2,61.1,60.0,2177,5.67,5.62,3.45 +17149,1.1,Ideal,H,SI1,61.5,56.0,6844,6.61,6.65,4.08 +35435,0.32,Ideal,E,VS2,62.0,55.0,900,4.46,4.38,2.74 +19465,1.5,Premium,D,SI2,62.6,59.0,8108,7.2,7.23,4.52 +39635,0.34,Ideal,G,IF,61.6,56.0,1084,4.51,4.48,2.77 +19214,1.5,Premium,I,SI1,62.3,57.0,7955,7.28,7.22,4.52 +3553,1.21,Good,G,I1,64.0,59.0,3415,6.78,6.73,4.32 +8052,0.23,Very Good,F,VVS2,61.4,56.0,583,3.94,3.97,2.43 +51141,0.71,Ideal,G,SI1,62.8,56.0,2342,5.72,5.75,3.6 +32840,0.46,Ideal,H,SI1,61.7,55.0,807,4.99,5.02,3.09 +27099,2.05,Premium,E,SI2,59.7,59.0,17237,8.39,8.27,4.97 +43562,0.49,Good,F,VS1,58.9,60.5,1430,5.17,5.21,3.05 +16805,1.0,Premium,G,VVS2,62.5,60.0,6702,6.43,6.34,3.99 +20466,1.43,Premium,F,SI1,61.5,58.0,8809,7.27,7.22,4.45 +47020,0.56,Ideal,E,VS2,62.6,57.0,1819,5.26,5.29,3.3 +36312,0.32,Ideal,H,VVS1,62.9,57.0,936,4.38,4.33,2.74 +53639,0.3,Ideal,D,SI1,61.0,57.0,552,4.29,4.33,2.63 +2126,0.9,Very Good,I,SI1,63.5,59.0,3121,6.1,6.05,3.86 +38093,0.36,Ideal,E,VS2,61.7,55.0,1013,4.63,4.57,2.84 +6911,0.9,Very Good,H,VS1,62.7,57.0,4136,6.14,6.18,3.86 +24079,1.51,Premium,H,VVS1,60.6,60.0,12224,7.4,7.42,4.49 +43594,0.31,Ideal,H,VS2,61.2,56.0,507,4.35,4.37,2.67 +23022,0.35,Ideal,I,VS2,61.7,57.0,630,4.56,4.52,2.8 +41314,0.58,Ideal,G,SI2,62.1,54.0,1213,5.36,5.39,3.34 +28210,0.4,Premium,D,SI2,62.4,58.0,666,4.69,4.73,2.94 +13248,1.01,Fair,G,VS2,66.6,55.0,5475,6.27,6.22,4.16 +30508,0.31,Ideal,D,SI1,63.0,55.0,732,4.34,4.32,2.73 +41894,0.5,Good,E,SI1,61.8,62.0,1259,5.05,5.08,3.13 +16695,0.3,Very Good,H,SI1,62.6,58.0,421,4.22,4.28,2.66 +26018,0.36,Ideal,I,VVS1,61.5,55.0,645,4.61,4.63,2.84 +31850,0.3,Ideal,F,VS2,60.9,56.0,776,4.35,4.32,2.64 +23674,1.59,Premium,G,SI1,62.3,60.0,11719,7.49,7.42,4.64 +40946,0.31,Very Good,F,VS2,62.7,57.0,500,4.31,4.36,2.72 +27773,0.32,Premium,H,VS2,61.7,59.0,648,4.4,4.35,2.7 +27239,2.48,Premium,I,SI2,63.0,62.0,17607,8.62,8.58,5.42 +2451,0.91,Very Good,G,SI2,60.3,59.0,3189,6.23,6.28,3.77 +46714,0.6,Good,G,VS2,64.3,57.0,1793,5.31,5.38,3.43 +53185,0.76,Premium,F,SI1,62.7,58.0,2631,5.83,5.78,3.64 +7282,1.0,Premium,E,SI2,61.0,62.0,4200,6.41,6.34,3.89 +27154,2.02,Ideal,H,SI1,62.0,56.0,17392,8.06,8.13,5.02 +49631,0.32,Premium,J,VS1,61.9,58.0,540,4.39,4.33,2.7 +23992,1.12,Premium,D,VVS2,59.8,58.0,12152,6.87,6.77,4.08 +7231,0.95,Very Good,G,SI2,62.6,58.0,4194,6.17,6.23,3.88 +8758,0.9,Very Good,D,SI1,61.7,60.0,4466,6.14,6.17,3.8 +37045,0.34,Ideal,D,VS2,61.4,55.0,967,4.51,4.54,2.78 +50845,0.62,Very Good,D,VS2,59.2,59.1,2311,5.55,5.6,3.3 +31130,0.42,Very Good,H,VS2,62.1,54.0,755,4.81,4.84,2.99 +13782,1.01,Very Good,D,SI1,61.1,58.0,5619,6.46,6.51,3.96 +7593,1.0,Ideal,H,SI2,62.6,56.0,4256,6.38,6.34,3.98 +14682,1.01,Premium,F,VS2,59.7,60.0,5923,6.41,6.38,3.82 +36274,0.3,Ideal,G,SI1,62.2,54.0,477,4.32,4.36,2.7 +26585,2.24,Ideal,H,SI2,61.4,56.0,16300,8.38,8.43,5.16 +8088,1.01,Good,F,SI1,63.4,55.0,4339,6.35,6.42,4.05 +16394,1.52,Premium,H,SI2,60.7,60.0,6544,7.55,7.32,4.5 +40610,0.29,Ideal,H,VS1,61.8,57.0,498,4.27,4.31,2.64 +5675,0.8,Ideal,F,VS1,62.4,55.0,3884,5.92,5.88,3.68 +31767,0.32,Premium,H,VVS2,62.2,58.0,773,4.38,4.33,2.71 +14885,1.54,Ideal,I,SI2,61.4,55.0,5994,7.52,7.43,4.59 +47337,0.23,Very Good,E,VVS1,61.4,59.0,530,3.93,3.99,2.43 +13127,1.21,Premium,J,VVS2,61.7,60.0,5431,6.82,6.85,4.22 +9492,1.05,Very Good,H,SI1,59.5,58.0,4608,6.61,6.69,3.96 +33421,0.32,Ideal,H,VVS2,61.9,55.0,828,4.39,4.37,2.71 +36814,0.3,Ideal,G,IF,63.0,53.0,956,4.3,4.24,2.69 +19029,0.3,Premium,H,VVS1,60.7,58.0,620,4.35,4.38,2.65 +35920,0.43,Premium,H,SI1,61.5,58.0,919,4.86,4.8,2.97 +33574,0.3,Very Good,F,VVS1,61.6,59.0,832,4.29,4.33,2.66 +22120,1.01,Premium,D,VVS2,60.2,58.0,10147,6.57,6.51,3.94 +8544,0.9,Good,F,VS2,63.3,57.0,4432,6.11,6.15,3.88 +16634,1.2,Very Good,I,VS1,62.8,54.5,6652,6.75,6.79,4.25 +3488,0.9,Very Good,I,VS2,62.4,58.0,3398,6.12,6.16,3.83 +23788,1.09,Ideal,F,IF,61.4,55.0,11846,6.61,6.68,4.09 +337,0.71,Premium,G,VS1,62.4,61.0,2803,5.7,5.65,3.54 +26375,1.5,Ideal,F,VS1,62.3,56.0,15851,7.34,7.3,4.56 +33881,0.3,Ideal,E,VS2,62.6,56.0,844,4.33,4.29,2.7 +28118,0.36,Ideal,D,SI1,61.2,57.0,663,4.59,4.63,2.82 +53893,0.7,Ideal,F,VS1,62.5,56.0,2751,5.73,5.7,3.57 +41471,0.41,Ideal,D,VS1,62.1,56.0,1230,4.8,4.77,2.97 +51089,0.7,Very Good,H,VS2,60.0,57.0,2335,5.74,5.8,3.46 +40023,0.34,Ideal,D,VS1,60.9,56.0,1109,4.56,4.51,2.76 +16746,1.06,Ideal,G,VS2,61.1,57.0,6667,6.59,6.56,4.02 +29469,0.32,Very Good,E,VS2,62.9,56.0,702,4.36,4.39,2.75 +9669,1.07,Premium,F,SI2,61.8,59.0,4644,6.57,6.53,4.05 +3072,0.8,Premium,D,SI1,61.7,58.0,3312,5.96,5.93,3.67 +15141,1.12,Ideal,F,SI1,61.6,56.0,6087,6.66,6.72,4.12 +51772,0.8,Premium,H,SI2,61.6,59.0,2409,5.92,5.86,3.63 +10121,1.02,Premium,D,SI2,60.3,58.0,4718,6.52,6.48,3.92 +39336,0.57,Good,I,SI1,63.3,56.0,1072,5.27,5.29,3.34 +33040,0.32,Ideal,G,VVS1,61.1,55.0,814,4.45,4.48,2.73 +36273,0.3,Ideal,G,SI1,61.4,57.0,477,4.28,4.32,2.64 +1771,0.91,Premium,G,SI2,62.8,59.0,3047,6.14,6.12,3.85 +34039,0.33,Ideal,E,VS1,60.9,57.0,850,4.47,4.5,2.73 +22189,1.53,Premium,H,VS2,59.3,59.0,10224,7.53,7.59,4.48 +15856,1.51,Premium,J,VS2,62.3,59.0,6342,7.36,7.3,4.57 +17709,0.31,Very Good,I,VVS1,57.7,62.0,613,4.51,4.53,2.61 +32917,0.44,Ideal,E,SI1,61.1,56.0,810,4.9,4.92,3.0 +23025,0.3,Very Good,G,VVS2,62.4,56.0,631,4.27,4.3,2.67 +18165,1.5,Very Good,H,SI2,62.1,59.0,7365,7.24,7.28,4.51 +48696,0.54,Ideal,G,VVS1,62.2,53.9,2007,5.22,5.25,3.26 +49151,0.6,Ideal,E,SI1,61.2,57.0,2069,5.43,5.45,3.33 +16353,0.3,Premium,H,VS2,63.0,59.0,608,4.29,4.25,2.69 +17200,1.21,Very Good,H,VS1,63.3,58.0,6871,6.77,6.72,4.27 +44175,0.58,Very Good,E,VS2,61.1,63.0,1566,5.41,5.33,3.28 +38523,0.34,Ideal,E,VS1,60.8,57.0,1033,4.53,4.49,2.74 +29965,0.31,Very Good,H,SI1,61.1,55.0,446,4.35,4.39,2.67 +17843,1.02,Good,F,VS1,63.7,57.0,7197,6.39,6.35,4.06 +27107,2.08,Premium,H,VS2,62.0,58.0,17258,8.19,8.1,5.05 +32198,0.35,Premium,E,SI1,61.2,58.0,788,4.59,4.53,2.79 +45989,0.3,Good,E,SI1,63.4,56.0,526,4.23,4.25,2.69 +51246,0.7,Premium,F,SI1,62.5,59.0,2354,5.67,5.65,3.54 +23594,1.58,Ideal,G,SI1,60.7,56.0,11610,7.56,7.6,4.6 +35765,0.4,Very Good,E,VS2,62.0,57.0,912,4.66,4.7,2.9 +32748,0.36,Ideal,F,VS1,61.3,54.0,803,4.63,4.65,2.84 +30967,0.39,Very Good,J,VS2,63.3,56.0,746,4.63,4.6,2.92 +29664,0.35,Ideal,F,VS2,62.3,55.0,706,4.53,4.56,2.83 +11425,1.0,Good,G,VS2,64.1,58.0,5002,6.22,6.32,4.02 +11122,0.71,Ideal,F,VVS1,61.1,54.0,4937,5.78,5.84,3.55 +7220,1.1,Very Good,I,SI2,62.6,59.0,4192,6.53,6.57,4.1 +21285,1.2,Premium,F,VS2,60.2,60.0,9442,6.91,6.82,4.13 +50968,0.71,Very Good,I,VS1,62.3,60.0,2326,5.69,5.73,3.56 +22424,1.57,Very Good,H,SI1,59.6,58.0,10447,7.61,7.65,4.55 +5411,0.9,Ideal,I,VS2,62.6,54.3,3820,6.14,6.17,3.86 +18523,1.1,Ideal,G,VS1,61.3,57.0,7550,6.59,6.66,4.06 +34198,0.33,Ideal,F,VS2,62.1,54.0,854,4.46,4.43,2.76 +12899,1.2,Ideal,I,SI2,61.1,57.0,5373,6.86,6.89,4.2 +30583,0.31,Ideal,D,VS2,62.1,54.0,734,4.35,4.41,2.72 +48181,0.54,Ideal,H,VVS1,61.8,55.0,1944,5.24,5.21,3.23 +26160,2.07,Ideal,H,SI2,61.9,55.0,15475,8.15,8.23,5.07 +14129,1.0,Fair,E,VS2,67.0,54.0,5729,6.23,6.18,4.16 +6366,0.32,Premium,H,SI1,61.9,59.0,576,4.41,4.38,2.72 +51365,0.78,Ideal,J,VS1,61.9,57.0,2365,5.88,5.91,3.65 +51006,0.68,Premium,G,VS1,58.6,59.0,2326,5.8,5.77,3.39 +45242,0.56,Very Good,E,SI1,62.8,57.6,1659,5.26,5.31,3.32 +49220,0.5,Premium,F,VVS1,61.1,55.0,2081,5.15,5.13,3.14 +19015,1.57,Very Good,J,VS2,62.6,59.0,7832,7.39,7.43,4.64 +5768,0.9,Good,F,SI1,62.4,55.0,3898,6.17,6.21,3.86 +38597,0.53,Ideal,J,VS2,62.6,53.0,1038,5.21,5.24,3.27 +30275,0.31,Ideal,I,VS2,62.3,53.8,447,4.32,4.36,2.7 +27032,0.32,Very Good,G,VS1,62.1,55.0,645,4.41,4.44,2.75 +399,0.3,Premium,H,SI1,62.9,58.0,554,4.28,4.24,2.68 +16287,1.01,Very Good,E,VS2,63.3,58.0,6516,6.38,6.35,4.03 +52838,0.74,Very Good,E,SI2,61.0,57.0,2574,5.83,5.88,3.57 +6991,0.9,Very Good,H,VS2,61.8,56.0,4155,6.18,6.25,3.84 +33897,0.3,Ideal,E,VS2,62.2,56.0,844,4.3,4.28,2.67 +49543,0.63,Very Good,H,VVS1,62.0,57.0,2127,5.47,5.5,3.4 +52747,0.71,Ideal,H,VS1,62.2,57.0,2559,5.66,5.73,3.54 +45573,0.52,Ideal,E,VS2,61.1,55.0,1689,5.2,5.27,3.2 +48384,0.7,Premium,G,SI2,62.0,59.0,1966,5.62,5.58,3.47 +50007,0.7,Very Good,F,SI2,60.7,58.0,2195,5.73,5.77,3.49 +52851,0.7,Ideal,E,SI1,61.8,56.0,2576,5.72,5.68,3.52 +5830,0.92,Premium,G,SI2,59.4,60.0,3916,6.34,6.31,3.76 +2638,0.71,Ideal,H,VS1,61.4,56.0,3229,5.74,5.78,3.54 +26642,2.03,Very Good,I,VS2,59.9,59.0,16422,8.32,8.24,4.96 +39558,0.32,Ideal,G,VVS1,61.9,56.0,1080,4.4,4.39,2.72 +14985,1.01,Good,F,VS2,64.1,59.0,6037,6.16,6.23,3.97 +35946,0.3,Ideal,F,SI1,60.2,56.0,475,4.36,4.41,2.64 +44520,0.58,Ideal,H,VS2,62.4,58.0,1600,5.3,5.34,3.32 +46401,0.5,Ideal,G,VVS2,61.8,54.0,1766,5.11,5.15,3.17 +4052,0.35,Ideal,H,VS2,61.2,56.0,571,4.54,4.55,2.78 +43578,0.41,Premium,E,VVS1,62.9,59.0,1431,4.76,4.72,2.98 +22833,1.51,Premium,F,SI1,62.3,61.0,10866,7.29,7.22,4.52 +41083,0.41,Ideal,F,VVS2,61.0,56.0,1192,4.82,4.78,2.93 +20844,1.51,Good,D,SI2,62.1,60.0,9069,7.25,7.3,4.52 +45701,0.57,Ideal,E,VS2,62.2,55.0,1698,5.3,5.34,3.31 +33969,0.32,Ideal,E,VS2,61.1,56.0,846,4.46,4.48,2.73 +44872,0.55,Very Good,E,VS2,61.7,59.0,1629,5.2,5.27,3.23 +32827,0.34,Ideal,D,VS2,60.8,57.0,805,4.5,4.52,2.74 +45872,0.51,Premium,D,VS2,62.0,60.0,1716,5.07,5.12,3.16 +36119,0.48,Ideal,H,SI1,61.2,56.0,927,5.06,5.1,3.11 +39048,0.41,Very Good,E,VVS1,59.8,62.0,1057,4.79,4.84,2.88 +52506,0.68,Ideal,G,VS1,61.7,55.0,2526,5.71,5.66,3.51 +5718,0.25,Very Good,E,VVS2,59.8,59.0,575,4.07,4.09,2.44 +24711,0.31,Premium,E,VS2,58.1,60.0,639,4.49,4.42,2.59 +3779,1.01,Premium,G,SI2,61.5,58.0,3461,6.51,6.44,3.98 +52013,0.85,Premium,G,SI2,62.0,58.0,2444,6.08,6.04,3.76 +38968,0.28,Ideal,F,VS2,61.8,54.0,490,4.18,4.23,2.6 +51466,0.72,Premium,H,SI1,61.5,59.0,2376,5.71,5.67,3.5 +50268,0.52,Ideal,G,VVS2,61.7,55.0,2238,5.15,5.2,3.19 +26665,2.03,Premium,I,VS2,60.5,62.0,16483,8.22,8.17,4.96 +6101,0.91,Premium,G,SI1,62.8,58.0,3975,6.18,6.15,3.87 +38458,0.36,Ideal,G,IF,61.9,55.0,1029,4.56,4.59,2.83 +41729,0.41,Ideal,E,VVS2,62.2,54.0,1243,4.79,4.76,2.97 +34891,0.35,Premium,F,VS2,60.9,57.0,879,4.58,4.55,2.78 +2529,1.11,Premium,H,I1,61.0,59.0,3205,6.61,6.67,4.05 +36364,0.33,Ideal,F,VVS1,61.3,55.0,939,4.45,4.46,2.73 +37241,0.52,Premium,H,SI2,60.9,61.0,975,5.15,5.1,3.12 +11783,1.2,Good,H,SI2,59.7,63.0,5085,6.84,6.87,4.09 +24819,2.08,Very Good,H,SI2,63.4,59.0,13206,8.06,8.0,5.09 +4990,0.72,Ideal,F,VVS2,62.3,57.0,3740,5.72,5.74,3.57 +14492,1.0,Fair,G,VS1,58.7,67.0,5853,6.47,6.45,3.79 +35642,0.31,Ideal,G,VVS2,61.9,55.0,907,4.36,4.33,2.69 +22652,1.72,Very Good,G,SI2,62.4,59.0,10697,7.63,7.67,4.77 +2738,0.71,Ideal,E,VS2,62.5,55.0,3247,5.67,5.73,3.56 +32433,0.41,Premium,D,VS2,62.6,59.0,792,4.74,4.75,2.97 +37732,0.45,Premium,F,SI2,62.6,57.0,996,4.94,4.87,3.07 +42560,0.42,Ideal,D,VVS2,62.5,57.0,1326,4.77,4.8,2.99 +46009,0.54,Very Good,E,VS2,61.5,59.0,1726,5.21,5.23,3.21 +46976,0.23,Very Good,F,VVS2,59.3,57.0,530,4.01,4.05,2.39 +25886,1.54,Premium,E,VS2,62.3,58.0,15002,7.31,7.39,4.58 +46901,0.56,Premium,D,SI1,59.9,60.0,1814,5.39,5.33,3.21 +39967,0.4,Ideal,E,VVS2,62.6,54.0,1106,4.71,4.74,2.96 +50253,0.7,Premium,F,SI2,58.8,58.0,2234,5.82,5.77,3.41 +52200,0.71,Premium,E,SI1,60.3,58.0,2479,5.78,5.76,3.48 +12984,1.11,Ideal,G,SI2,61.7,57.0,5395,6.69,6.65,4.12 +42259,0.59,Good,I,VS2,63.4,56.0,1294,5.33,5.37,3.39 +23084,2.01,Very Good,J,SI2,61.0,57.0,11110,8.09,8.14,4.95 +25180,2.0,Fair,H,SI1,61.2,50.0,13764,8.17,8.08,4.97 +49241,0.65,Very Good,I,VVS1,62.9,58.0,2085,5.51,5.53,3.47 +12998,1.05,Premium,E,SI2,60.3,61.0,5400,6.62,6.57,3.98 +44548,0.54,Ideal,G,VS2,61.7,56.0,1605,5.21,5.24,3.23 +16378,0.33,Very Good,I,VVS1,58.9,61.0,609,4.52,4.55,2.67 +956,0.8,Ideal,F,SI1,61.5,54.0,2890,6.07,6.0,3.71 +18409,1.03,Ideal,G,VS1,61.4,55.0,7481,6.5,6.53,4.0 +10393,0.31,Ideal,G,SI1,62.8,55.0,593,4.38,4.32,2.73 +2387,0.32,Premium,G,VS2,61.5,60.0,561,4.36,4.39,2.69 +22187,1.07,Ideal,E,VVS2,61.3,56.0,10222,6.53,6.6,4.02 +4726,0.33,Premium,I,SI1,61.4,58.0,572,4.5,4.46,2.75 +33120,0.31,Ideal,H,IF,60.0,57.0,816,4.39,4.41,2.64 +37300,0.33,Ideal,D,VS1,61.0,56.0,978,4.49,4.52,2.75 +39346,0.38,Ideal,E,VVS2,62.2,53.8,1073,4.62,4.66,2.88 +23269,1.04,Premium,E,VVS1,60.9,58.0,11279,6.53,6.61,4.0 +183,0.72,Ideal,G,SI1,61.8,56.0,2776,5.72,5.75,3.55 +2833,0.78,Very Good,F,SI1,62.4,55.0,3267,5.85,5.89,3.66 +19475,1.5,Good,H,SI1,64.9,57.0,8112,7.08,7.15,4.62 +47947,0.71,Very Good,J,SI1,63.5,58.0,1917,5.63,5.67,3.59 +26844,2.07,Ideal,J,VVS2,62.7,54.0,16769,8.17,8.12,5.11 +47205,0.5,Very Good,G,VVS2,62.9,57.0,1838,5.04,5.11,3.19 +19688,0.3,Ideal,G,VS1,61.8,56.0,624,4.31,4.33,2.67 +47517,0.53,Ideal,G,VVS2,61.9,54.0,1867,5.2,5.23,3.23 +45216,0.51,Ideal,E,VS2,61.4,57.0,1656,5.13,5.16,3.16 +4358,0.83,Very Good,F,VS1,63.3,56.0,3603,5.99,5.92,3.77 +24208,1.69,Very Good,I,VVS2,60.4,59.0,12394,7.7,7.73,4.66 +1151,0.75,Very Good,E,SI1,61.5,58.0,2923,5.82,5.86,3.59 +50219,0.7,Premium,F,SI1,61.9,58.0,2230,5.69,5.74,3.54 +6535,0.8,Ideal,F,VS1,62.8,56.0,4070,5.91,5.96,3.73 +13461,1.01,Ideal,F,SI1,62.0,54.0,5527,6.41,6.49,4.0 +36072,0.4,Premium,D,SI1,63.0,57.0,924,4.7,4.66,2.95 +51597,0.7,Ideal,G,SI1,60.9,57.0,2394,5.77,5.79,3.52 +6755,0.9,Ideal,F,SI1,62.3,56.0,4103,6.17,6.13,3.83 +990,0.77,Ideal,D,SI2,62.1,56.0,2896,5.83,5.89,3.64 +47440,0.56,Ideal,G,VS1,60.7,55.0,1855,5.33,5.36,3.25 +31188,0.32,Ideal,D,SI1,62.8,56.0,756,4.35,4.34,2.73 +38006,0.43,Very Good,F,VS1,63.4,57.0,1008,4.8,4.76,3.03 +35335,0.32,Ideal,E,VS1,61.0,57.0,898,4.4,4.42,2.69 +37289,0.24,Very Good,E,VVS2,63.4,57.0,485,3.95,3.97,2.51 +20874,1.05,Ideal,F,VVS2,62.1,54.0,9092,6.52,6.55,4.06 +43290,0.31,Ideal,H,VS2,61.2,56.0,507,4.36,4.4,2.68 +7986,1.03,Very Good,H,SI1,58.6,61.0,4326,6.6,6.64,3.88 +27512,2.02,Very Good,H,SI1,61.1,58.0,18236,8.07,8.16,4.96 +47199,0.5,Premium,G,VVS2,60.9,59.0,1838,5.09,5.12,3.11 +4425,0.9,Fair,F,SI2,64.6,56.0,3613,6.01,6.07,3.9 +7727,0.26,Ideal,D,VS1,62.0,55.0,580,4.12,4.1,2.55 +11222,1.1,Ideal,I,VS2,61.8,56.0,4962,6.65,6.6,4.1 +7552,1.01,Very Good,G,SI2,62.0,58.0,4249,6.37,6.41,3.96 +43823,0.51,Very Good,E,SI1,63.5,54.0,1443,5.1,5.07,3.23 +24943,2.02,Fair,J,VS1,64.6,59.0,13399,7.95,7.9,5.12 +7869,1.01,Premium,E,SI2,58.6,58.0,4308,6.66,6.62,3.89 +5659,1.0,Premium,F,SI1,59.4,62.0,3881,6.55,6.52,3.88 +29853,0.3,Very Good,D,VS2,62.9,59.0,710,4.22,4.27,2.67 +51766,0.7,Very Good,F,SI1,61.1,57.0,2409,5.7,5.73,3.49 +33453,0.32,Premium,G,VS1,61.4,58.0,828,4.4,4.36,2.69 +7215,1.01,Premium,H,SI1,61.9,59.0,4191,6.35,6.32,3.92 +785,0.71,Premium,D,SI1,60.7,58.0,2861,5.95,5.78,3.56 +39341,0.37,Ideal,G,VVS2,60.7,55.0,1073,4.66,4.7,2.84 +6898,1.11,Premium,F,SI2,62.5,59.0,4134,6.59,6.53,4.1 +18099,1.55,Premium,H,SI2,62.0,56.0,7319,7.41,7.37,4.58 +39038,0.37,Ideal,G,IF,61.2,56.0,1056,4.65,4.67,2.85 +51007,0.7,Ideal,H,SI2,61.6,56.0,2326,5.77,5.72,3.53 +39154,0.46,Premium,G,SI1,60.6,59.0,1063,5.04,5.0,3.04 +41130,0.41,Very Good,G,IF,60.9,59.0,1197,4.8,4.85,2.94 +1828,0.81,Very Good,E,SI2,62.9,56.0,3059,5.87,5.9,3.7 +11275,1.11,Premium,H,SI2,61.9,59.0,4973,6.6,6.56,4.07 +40079,0.33,Ideal,F,IF,61.5,55.0,1114,4.47,4.44,2.74 +31215,0.32,Premium,D,SI1,61.4,58.0,756,4.42,4.38,2.7 +29378,0.31,Premium,E,SI1,59.2,60.0,698,4.42,4.36,2.6 +47982,0.33,Ideal,E,SI1,61.5,55.0,532,4.46,4.49,2.75 +35036,0.42,Ideal,E,SI2,62.7,55.0,882,4.79,4.78,3.0 +35584,0.35,Ideal,F,VS2,62.6,56.0,906,4.52,4.49,2.82 +24038,0.38,Very Good,D,SI2,61.1,58.0,633,4.62,4.68,2.84 +8941,1.01,Very Good,F,SI2,63.2,59.0,4497,6.38,6.35,4.02 +50958,0.81,Ideal,I,SI1,62.2,57.0,2323,5.95,5.98,3.71 +15929,1.1,Very Good,G,VS2,61.9,57.0,6369,6.59,6.65,4.1 +13410,0.37,Ideal,I,VS2,61.2,56.0,603,4.62,4.66,2.84 +30589,0.31,Ideal,D,VS2,61.5,56.0,734,4.35,4.37,2.68 +8246,1.04,Ideal,G,SI2,60.7,57.0,4375,6.51,6.61,3.98 +16671,1.25,Premium,I,VS1,60.4,59.0,6664,7.01,6.94,4.21 +16054,1.28,Ideal,G,SI2,61.5,57.0,6412,6.93,7.0,4.28 +30759,0.25,Premium,E,VVS2,61.5,59.0,740,4.04,4.02,2.48 +17455,1.01,Good,D,VS2,63.1,60.0,6999,6.35,6.39,4.02 +33895,0.3,Ideal,E,VS2,62.1,55.0,844,4.32,4.28,2.67 +41243,0.3,Fair,D,IF,60.5,57.0,1208,4.47,4.35,2.67 +7680,1.18,Premium,J,SI2,61.3,60.0,4274,6.83,6.78,4.17 +26376,2.0,Good,I,VS1,58.8,65.0,15851,8.1,8.03,4.74 +24911,2.0,Ideal,F,SI2,61.6,57.0,13351,8.16,8.1,5.01 +30687,0.42,Good,G,SI1,63.2,57.0,737,4.77,4.79,3.02 +50790,0.7,Very Good,G,SI1,62.8,56.0,2304,5.64,5.66,3.55 +50043,0.49,Ideal,E,VVS2,61.9,56.0,2199,5.05,5.1,3.14 +13621,1.04,Ideal,I,VS1,61.4,58.0,5572,6.46,6.54,3.99 +219,0.72,Very Good,H,VS1,60.6,63.0,2782,5.83,5.76,3.51 +11278,1.07,Ideal,E,SI1,60.4,57.0,4973,6.62,6.56,3.98 +35936,0.38,Ideal,E,VS1,61.4,56.0,920,4.66,4.69,2.87 +39422,0.41,Ideal,F,VS1,62.6,55.0,1076,4.77,4.75,2.98 +37587,0.32,Ideal,F,VVS1,61.7,56.0,990,4.42,4.4,2.72 +28169,0.32,Ideal,G,VS1,61.6,55.0,665,4.43,4.46,2.74 +37635,0.4,Premium,D,SI1,61.4,56.0,990,4.83,4.72,2.93 +49764,0.53,Ideal,F,VVS2,61.9,56.0,2160,5.18,5.22,3.22 +21371,0.34,Ideal,D,SI1,62.0,56.0,626,4.47,4.5,2.78 +109,0.81,Ideal,F,SI2,58.8,57.0,2761,6.14,6.11,3.6 +17827,1.51,Fair,H,VS2,65.6,56.0,7188,7.08,4.7,4.0 +49993,0.58,Ideal,E,VS1,60.6,57.0,2192,5.4,5.45,3.29 +9317,1.11,Ideal,H,SI2,61.3,55.0,4578,6.65,6.73,4.1 +1813,0.78,Very Good,E,SI1,60.9,57.0,3055,5.93,5.97,3.62 +33057,0.3,Ideal,F,VVS1,61.7,58.0,814,4.26,4.3,2.64 +46735,0.58,Ideal,F,VS2,60.6,55.0,1798,5.4,5.43,3.28 +16217,1.33,Premium,G,SI2,63.0,59.0,6480,7.0,6.97,4.4 +46550,0.51,Ideal,E,VS2,61.5,57.0,1781,5.12,5.09,3.14 +50026,0.73,Very Good,D,SI1,62.2,57.0,2197,5.74,5.78,3.58 +49683,0.73,Good,I,VS2,63.7,58.0,2144,5.69,5.64,3.61 +21283,1.61,Ideal,I,SI1,62.7,55.0,9439,7.48,7.54,4.71 +40433,0.5,Good,E,SI1,65.5,56.0,1136,4.9,4.99,3.24 +45164,0.5,Ideal,D,SI1,62.6,57.0,1654,5.1,5.06,3.18 +32369,0.4,Ideal,I,VVS1,63.0,55.0,790,4.7,4.73,2.97 +38844,0.47,Ideal,I,VVS1,61.0,56.0,1050,5.02,5.04,3.07 +28529,0.31,Very Good,F,VS1,60.6,55.0,675,4.41,4.43,2.67 +41535,0.42,Ideal,G,VVS1,61.7,55.0,1235,4.84,4.78,2.97 +43943,0.4,Ideal,H,SI2,61.6,56.0,516,4.73,4.75,2.92 +27110,2.16,Ideal,E,SI2,61.4,57.0,17263,8.36,8.33,5.12 +18020,1.01,Ideal,G,VS1,61.2,57.0,7290,6.42,6.47,3.95 +2467,0.8,Ideal,E,VS2,61.4,55.0,3192,5.96,5.99,3.67 +14105,1.22,Very Good,D,SI2,62.2,58.0,5721,6.85,6.91,4.28 +15648,1.0,Premium,E,VS2,59.9,59.0,6272,6.45,6.38,3.84 +2991,0.91,Good,H,VS2,56.9,61.0,3302,6.41,6.24,3.6 +51584,0.6,Premium,E,VVS2,62.4,61.0,2393,5.36,5.31,3.33 +40520,0.37,Premium,D,VVS2,61.0,60.0,1145,4.64,4.61,2.82 +44150,0.54,Ideal,F,VS2,62.0,55.0,1563,5.25,5.32,3.28 +46108,0.58,Ideal,E,SI1,60.1,55.0,1742,5.42,5.56,3.3 +41487,0.39,Premium,D,VVS2,61.1,60.0,1232,4.66,4.7,2.86 +53936,0.72,Ideal,D,SI1,60.8,57.0,2757,5.75,5.76,3.5 +21332,1.22,Very Good,E,VS2,60.8,59.0,9475,6.87,6.91,4.19 +48762,0.56,Premium,F,VS1,58.2,60.0,2016,5.41,5.38,3.14 +50649,0.31,Good,H,VS1,63.2,57.0,544,4.29,4.32,2.72 +8536,0.91,Very Good,D,SI1,63.0,59.0,4429,6.11,6.15,3.86 +14748,1.14,Premium,H,VS2,61.7,60.0,5937,6.74,6.67,4.14 +35743,0.3,Premium,D,VS2,62.2,60.0,911,4.3,4.28,2.67 +23212,1.5,Very Good,H,VS2,60.0,62.0,11220,7.38,7.41,4.44 +41767,0.53,Ideal,H,SI1,61.1,55.0,1245,5.24,5.28,3.21 +29448,0.34,Ideal,E,VS2,61.2,56.0,702,4.51,4.54,2.77 +5893,0.9,Good,G,SI1,57.8,58.0,3931,6.42,6.38,3.7 +16375,0.33,Very Good,D,SI1,62.8,55.0,608,4.41,4.45,2.78 +40127,0.41,Ideal,F,VVS2,62.3,56.0,1115,4.73,4.77,2.96 +22995,1.56,Ideal,F,SI1,61.2,57.0,11047,7.48,7.52,4.59 +41507,0.57,Very Good,J,SI2,59.9,60.0,1235,5.36,5.43,3.23 +23224,1.51,Premium,G,SI1,60.5,59.0,11230,7.49,7.41,4.51 +12403,1.01,Good,E,SI1,58.6,62.0,5233,6.58,6.6,3.86 +9449,1.02,Good,F,SI1,63.5,57.0,4594,6.35,6.4,4.05 +49694,0.51,Very Good,E,VVS2,62.8,57.0,2146,5.06,5.1,3.19 +32386,0.32,Ideal,D,VVS2,62.2,56.0,790,4.37,4.41,2.73 +47352,0.5,Ideal,D,VS2,62.6,56.0,1845,5.08,5.05,3.17 +22284,1.7,Premium,H,VS2,59.0,58.0,10333,7.77,7.72,4.57 +44171,0.53,Ideal,D,SI1,62.3,56.0,1566,5.15,5.18,3.22 +12257,1.01,Ideal,E,SI1,61.6,57.0,5206,6.44,6.49,3.98 +53615,0.3,Premium,D,SI1,62.2,58.0,552,4.28,4.31,2.67 +19763,1.5,Premium,H,SI2,62.5,60.0,8333,7.32,7.25,4.55 +23709,0.34,Very Good,H,VVS2,61.0,55.0,632,4.52,4.55,2.76 +43376,0.5,Ideal,E,SI1,61.9,55.0,1409,5.18,5.12,3.19 +46936,0.52,Ideal,E,VS2,59.5,57.0,1815,5.27,5.25,3.13 +828,0.96,Premium,I,SI1,61.3,58.0,2866,6.39,6.3,3.89 +39670,0.42,Ideal,G,VS2,61.2,56.0,1087,4.84,4.8,2.95 +34104,0.36,Ideal,D,VS2,60.6,57.0,852,4.57,4.61,2.78 +32254,0.3,Premium,E,VVS2,60.1,59.0,789,4.32,4.37,2.61 +6766,1.3,Very Good,J,VS2,63.3,57.0,4106,6.98,6.96,4.41 +37437,0.33,Ideal,G,IF,61.7,55.0,984,4.45,4.47,2.75 +11749,1.02,Very Good,F,SI1,60.2,60.0,5077,6.55,6.61,3.96 +36775,0.34,Ideal,F,VS1,62.1,57.0,956,4.53,4.49,2.8 +37901,0.41,Ideal,D,VS2,61.7,56.0,1007,4.78,4.81,2.96 +24640,2.03,Premium,J,SI1,62.1,59.0,12979,8.12,8.06,5.02 +2855,0.8,Good,E,VS2,63.4,56.0,3273,5.88,5.92,3.74 +14270,1.13,Premium,H,VS2,62.4,58.0,5779,6.61,6.66,4.14 +50855,0.7,Very Good,F,SI1,61.3,58.0,2312,5.7,5.72,3.5 +49490,0.7,Good,I,VS2,63.6,58.0,2117,5.59,5.57,3.55 +18780,1.53,Ideal,I,SI2,62.4,58.0,7678,7.31,7.37,4.58 +35318,0.4,Ideal,H,SI1,61.8,57.0,896,4.75,4.77,2.94 +53803,0.72,Premium,D,SI1,62.6,59.0,2732,5.74,5.7,3.58 +14462,1.08,Premium,F,SI1,61.3,57.0,5836,6.63,6.58,4.05 +34905,0.34,Premium,F,VS2,59.2,60.0,880,4.6,4.56,2.71 +51456,0.71,Ideal,H,SI2,62.6,56.0,2376,5.65,5.75,3.57 +21005,1.51,Very Good,H,SI1,59.9,55.0,9218,7.44,7.52,4.48 +52599,0.8,Good,E,SI2,61.4,59.0,2542,5.94,6.01,3.67 +28019,0.3,Ideal,E,VS2,62.0,56.0,658,4.3,4.34,2.68 +45368,0.57,Ideal,I,VS1,61.0,56.0,1665,5.37,5.41,3.29 +35061,0.35,Very Good,E,VS1,59.9,59.9,885,4.54,4.59,2.73 +46138,0.54,Ideal,G,VS1,62.1,55.1,1745,5.2,5.23,3.23 +48879,1.01,Fair,E,I1,64.5,54.0,2036,6.31,6.22,4.03 +51743,0.71,Very Good,F,SI1,61.9,57.0,2404,5.72,5.79,3.56 +28464,0.32,Very Good,H,VVS1,61.7,56.0,672,4.4,4.43,2.72 +22481,1.19,Ideal,G,VVS1,61.6,59.0,10508,6.78,6.79,4.18 +50334,0.61,Ideal,G,VVS2,61.6,54.0,2242,5.45,5.49,3.37 +40074,0.54,Ideal,I,SI1,61.7,56.0,1114,5.25,5.29,3.25 +38966,0.27,Ideal,G,VS2,61.5,55.0,490,4.18,4.21,2.58 +38081,0.3,Premium,E,VVS2,61.4,60.0,1013,4.28,4.25,2.62 +32166,0.28,Ideal,F,IF,61.9,56.0,787,4.18,4.21,2.59 +40159,0.35,Ideal,G,IF,62.3,55.0,1116,4.52,4.5,2.81 +24319,1.51,Premium,G,VS2,62.0,57.0,12571,7.38,7.33,4.56 +49726,0.71,Fair,D,SI1,64.6,60.0,2151,5.55,5.6,3.6 +48432,0.7,Ideal,J,SI1,62.3,57.0,1974,5.69,5.71,3.55 +49876,0.7,Premium,H,SI1,62.0,61.0,2176,6.65,5.69,3.46 +40314,0.4,Premium,E,VS1,60.5,61.0,1125,4.74,4.72,2.86 +27277,1.65,Ideal,G,IF,62.4,55.0,17729,7.61,7.53,4.72 +12313,1.24,Ideal,I,SI2,61.9,57.0,5221,6.87,6.92,4.27 +13462,1.09,Ideal,F,SI1,62.5,57.0,5527,6.59,6.54,4.1 +20999,1.54,Premium,J,VVS1,62.4,59.0,9215,7.36,7.38,4.6 +35595,0.31,Ideal,H,VVS1,61.5,54.0,907,4.39,4.36,2.69 +27316,2.0,Premium,D,SI2,61.6,59.0,17835,8.2,8.09,5.02 +40671,0.44,Premium,F,VS1,61.9,59.0,1155,4.88,4.84,3.01 +49498,0.56,Ideal,H,VVS2,61.8,56.0,2118,5.28,5.33,3.28 +2003,0.74,Ideal,F,VVS2,61.5,54.0,3101,5.84,5.86,3.6 +15511,1.07,Premium,G,VS2,61.9,60.0,6213,6.55,6.48,4.03 +42664,0.39,Ideal,E,IF,61.1,57.0,1333,4.73,4.76,2.9 +45476,0.72,Premium,F,SI2,61.3,59.0,1676,5.81,5.76,3.55 +9255,1.03,Premium,D,SI2,61.8,60.0,4560,6.45,6.42,3.98 +44208,0.5,Ideal,G,VS1,62.6,57.0,1569,5.05,5.08,3.17 +44168,0.6,Good,G,SI1,61.3,61.2,1565,5.4,5.45,3.33 +47853,0.72,Good,I,SI1,63.6,59.0,1909,5.61,5.58,3.56 +52294,0.25,Very Good,D,VVS2,61.1,59.0,548,4.03,4.05,2.47 +10703,0.9,Good,H,VVS1,63.8,59.0,4847,6.09,6.13,3.9 +17713,0.41,Ideal,J,VS2,62.2,54.0,613,4.76,4.79,2.97 +16884,1.11,Ideal,E,SI1,62.5,54.0,6737,6.62,6.63,4.13 +34718,0.37,Premium,D,SI1,62.2,58.0,874,4.62,4.58,2.86 +1543,0.7,Very Good,D,VS1,63.4,59.0,3001,5.58,5.55,3.53 +2505,1.0,Fair,J,SI2,56.3,64.0,3199,6.58,6.54,3.69 +36015,0.39,Very Good,H,VS2,63.1,58.0,921,4.66,4.63,2.93 +41273,0.3,Ideal,G,VS2,62.0,56.0,503,4.29,4.32,2.67 +38284,0.28,Very Good,F,VS2,60.8,58.0,487,4.19,4.26,2.57 +22196,1.51,Premium,G,SI1,62.5,60.0,10235,7.28,7.32,4.56 +28101,0.31,Very Good,F,SI1,63.1,55.0,663,4.34,4.28,2.72 +47390,0.54,Ideal,E,VS2,61.4,57.0,1847,5.25,5.21,3.21 +20544,1.21,Ideal,G,VS1,61.8,55.0,8864,6.81,6.87,4.23 +12944,1.01,Fair,D,SI1,66.0,57.0,5385,6.29,6.22,4.13 +28602,0.3,Premium,E,SI1,61.9,58.0,675,4.33,4.27,2.66 +35593,0.31,Ideal,H,VVS1,62.2,54.0,907,4.39,4.36,2.72 +20703,0.31,Ideal,G,VS1,61.0,55.0,625,4.39,4.43,2.69 +21305,1.57,Ideal,I,SI1,62.4,53.6,9460,7.42,7.47,4.64 +43178,0.6,Ideal,I,SI1,62.1,55.0,1390,5.39,5.42,3.35 +52515,0.73,Premium,F,SI1,61.9,60.0,2527,5.81,5.78,3.59 +49084,0.6,Ideal,E,VS2,62.0,57.0,2061,5.41,5.42,3.36 +18163,1.51,Ideal,I,SI2,61.2,58.0,7362,7.33,7.42,4.51 +15222,1.24,Ideal,F,SI2,61.7,57.0,6111,6.91,6.86,4.25 +11994,1.24,Good,H,SI1,62.0,65.0,5146,6.88,6.84,4.25 +39539,0.4,Premium,F,VS2,61.0,58.0,1080,4.79,4.72,2.9 +32107,0.4,Very Good,I,VVS2,63.7,58.0,782,4.64,4.68,2.97 +3111,0.53,Ideal,E,VVS1,61.5,54.0,3323,5.23,5.25,3.22 +28276,0.26,Ideal,H,SI2,62.5,53.0,362,4.09,4.13,2.57 +29591,0.32,Ideal,D,SI1,62.9,56.0,706,4.4,4.38,2.76 +27346,2.0,Good,G,SI1,64.2,59.0,17902,7.93,7.84,5.06 +53516,0.8,Fair,H,VS2,65.3,58.0,2686,5.78,5.73,3.76 +45507,0.53,Very Good,D,VS2,62.6,58.0,1682,5.14,5.18,3.23 +2344,0.75,Ideal,G,SI1,61.8,55.0,3171,5.81,5.84,3.6 +35869,0.4,Very Good,D,VS2,62.8,56.0,918,4.71,4.75,2.97 +13090,1.28,Ideal,I,SI2,61.7,59.0,5419,6.96,6.92,4.28 +17739,1.7,Premium,I,SI2,61.7,56.0,7140,7.66,7.57,4.7 +6768,0.91,Fair,D,VS2,65.7,56.0,4107,6.1,6.05,3.99 +487,0.73,Very Good,E,SI1,63.2,58.0,2821,5.76,5.7,3.62 +44694,0.57,Ideal,F,VS2,61.3,57.0,1612,5.35,5.39,3.29 +11812,1.21,Ideal,I,SI2,60.6,56.0,5091,6.92,6.94,4.2 +38499,0.42,Ideal,G,VVS2,62.2,56.0,1031,4.77,4.81,2.98 +50324,0.71,Good,G,SI1,64.1,58.0,2240,5.6,5.63,3.6 +45235,0.51,Very Good,D,VS2,63.1,56.0,1658,5.06,5.12,3.21 +12991,1.02,Ideal,G,SI1,61.5,57.0,5398,6.54,6.44,3.99 +17435,1.0,Premium,G,VS1,62.9,60.0,6989,6.36,6.29,3.98 +53560,0.71,Premium,G,VS2,60.3,60.0,2694,5.81,5.76,3.49 +13507,1.01,Premium,D,SI1,61.7,62.0,5543,6.34,6.3,3.9 +16139,1.01,Good,D,VS2,64.5,58.0,6449,6.27,6.31,4.06 +35220,0.33,Very Good,E,VVS2,59.8,58.7,893,4.47,4.51,2.68 +23858,1.8,Premium,I,SI1,61.9,60.0,11948,7.78,7.74,4.8 +45782,0.56,Ideal,D,SI1,61.3,55.0,1708,5.32,5.35,3.27 +20967,1.51,Premium,I,SI1,61.7,60.0,9177,7.27,7.31,4.5 +2954,0.7,Very Good,E,VVS2,60.7,56.0,3295,5.77,5.82,3.52 +1307,0.7,Very Good,F,VS2,62.4,57.0,2956,5.67,5.71,3.55 +51208,0.73,Premium,F,SI2,60.5,57.0,2351,5.84,5.8,3.52 +45647,0.25,Ideal,H,VVS1,60.2,56.0,525,4.1,4.11,2.47 +46100,0.51,Very Good,G,VS1,59.6,58.0,1741,5.21,5.22,3.11 +7533,1.01,Very Good,I,SI1,61.2,59.0,4243,6.34,6.44,3.92 +3516,0.71,Ideal,F,VS1,61.5,57.0,3404,5.7,5.74,3.52 +11456,1.27,Ideal,J,VS1,62.0,57.0,5008,6.96,6.92,4.3 +3105,0.83,Very Good,F,SI1,61.9,58.0,3322,5.97,6.01,3.71 +25235,2.07,Premium,H,SI1,61.1,58.0,13844,8.27,8.2,5.03 +28961,0.31,Ideal,I,VS2,59.9,57.0,435,4.38,4.4,2.63 +25880,1.51,Ideal,G,VVS2,61.8,57.0,14982,7.31,7.36,4.53 +33940,0.27,Ideal,H,VS1,61.2,54.0,464,4.2,4.23,2.58 +3233,0.74,Premium,D,VS2,59.3,60.0,3353,5.89,5.91,3.5 +17893,1.24,Ideal,H,VS1,63.0,56.0,7222,6.87,6.82,4.31 +47745,0.54,Ideal,D,VS2,61.1,56.0,1892,5.25,5.29,3.22 +20141,1.2,Very Good,G,VS1,63.4,56.0,8596,6.74,6.7,4.26 +39160,0.35,Premium,E,VS1,60.8,58.0,1063,4.58,4.55,2.78 +37422,0.33,Ideal,E,VVS1,61.5,57.0,984,4.44,4.47,2.74 +48510,0.61,Very Good,E,SI1,62.2,60.0,1983,5.44,5.4,3.37 +28282,0.24,Ideal,G,SI1,62.2,54.0,364,3.97,4.0,2.48 +51883,0.61,Very Good,D,VS1,62.4,59.1,2429,5.42,5.45,3.39 +18697,0.32,Good,F,VVS2,62.5,61.0,619,4.32,4.38,2.72 +40723,0.5,Ideal,H,SI1,59.2,62.0,1160,5.17,5.2,3.07 +28010,0.3,Premium,E,VS2,60.7,59.0,658,4.3,4.33,2.62 +52391,0.71,Very Good,D,SI1,63.1,56.0,2508,5.66,5.62,3.56 +7676,1.02,Premium,G,SI1,61.4,55.0,4273,6.51,6.48,3.99 +2346,0.79,Ideal,E,SI1,60.3,56.0,3171,5.99,6.05,3.63 +31454,0.34,Ideal,G,VS2,62.7,55.0,765,4.49,4.48,2.81 +44744,0.7,Very Good,J,SI1,62.0,56.0,1619,5.66,5.72,3.53 +45456,0.5,Very Good,E,VS1,61.7,57.0,1675,5.12,5.16,3.17 +28052,0.38,Ideal,H,VS2,62.4,56.0,660,4.62,4.65,2.89 +17080,1.03,Ideal,F,VS2,61.4,58.0,6809,6.49,6.51,3.99 +8139,1.01,Premium,I,SI1,62.3,58.0,4355,6.44,6.4,4.0 +5657,0.9,Very Good,F,SI1,63.2,61.0,3881,6.13,6.09,3.86 +7266,0.91,Ideal,I,VS2,61.9,56.0,4199,6.18,6.22,3.84 +14856,1.26,Premium,I,VS2,61.0,59.0,5983,6.97,6.91,4.23 +21317,1.5,Premium,I,VS2,61.1,60.0,9471,7.33,7.36,4.49 +8556,0.91,Very Good,F,VS2,63.4,55.0,4434,6.22,6.18,3.93 +9641,1.18,Premium,I,SI2,61.7,58.0,4639,6.79,6.75,4.18 +23618,1.52,Ideal,E,SI1,62.2,53.0,11642,7.38,7.31,4.57 +52657,0.71,Very Good,G,VS2,63.3,56.0,2549,5.67,5.74,3.61 +46613,0.51,Ideal,D,VS2,62.7,55.0,1787,5.09,5.12,3.2 +1230,0.75,Ideal,E,VS2,61.6,57.0,2940,5.84,5.81,3.59 +36868,0.42,Ideal,E,VS2,62.0,55.0,958,4.8,4.82,2.98 +13126,1.22,Good,I,VS2,57.2,60.0,5431,7.07,7.01,4.03 +16718,0.3,Ideal,F,SI1,60.6,57.0,609,4.34,4.37,2.64 +33062,0.3,Ideal,F,VVS1,61.9,57.0,814,4.3,4.32,2.67 +32309,0.33,Ideal,J,VS1,61.9,54.3,456,4.45,4.47,2.76 +21029,1.5,Very Good,F,SI2,58.5,55.0,9236,7.51,7.56,4.41 +7713,0.33,Premium,H,VS1,59.2,58.0,579,4.5,4.55,2.68 +39281,0.3,Ideal,H,VS2,61.7,56.0,491,4.32,4.34,2.67 +45861,0.8,Fair,G,I1,64.5,57.0,1715,5.86,5.83,3.77 +22056,1.71,Premium,H,VS2,59.2,61.0,10084,7.83,7.77,4.62 +36979,0.5,Good,J,VS2,57.7,60.0,963,5.28,5.26,3.04 +46943,0.52,Premium,E,VS2,62.5,56.0,1815,5.18,5.15,3.23 +20920,1.23,Ideal,G,VS1,61.4,56.0,9133,6.96,6.91,4.26 +48503,0.54,Ideal,G,VVS1,61.3,56.0,1982,5.23,5.28,3.22 +20815,1.55,Premium,H,VS1,58.4,61.0,9041,7.64,7.59,4.45 +14706,0.3,Ideal,G,VS1,61.8,55.0,605,4.31,4.33,2.67 +38317,0.52,Very Good,J,SI1,62.5,59.0,1019,5.14,5.16,3.22 +29170,0.3,Very Good,F,VVS2,62.4,57.0,694,4.25,4.27,2.66 +36404,0.31,Premium,E,VS1,60.2,58.0,942,4.43,4.38,2.65 +53740,0.73,Good,E,VS2,63.3,60.0,2723,5.67,5.73,3.61 +18622,1.01,Ideal,E,VS2,62.5,54.0,7597,6.39,6.42,4.0 +39332,0.51,Ideal,D,I1,62.1,56.0,1071,5.15,5.06,3.17 +7497,0.9,Very Good,E,SI1,61.5,62.0,4239,6.15,6.2,3.8 +12864,1.25,Very Good,H,SI2,62.7,57.0,5362,6.82,6.86,4.29 +3674,0.9,Very Good,G,SI2,62.0,59.0,3445,6.14,6.19,3.82 +31102,0.3,Ideal,G,VVS1,62.1,58.0,753,4.26,4.28,2.65 +35305,0.3,Ideal,I,VS1,61.0,56.0,473,4.35,4.37,2.66 +49887,0.53,Ideal,F,VVS2,62.0,57.0,2177,5.17,5.2,3.21 +49048,0.7,Ideal,I,VS2,62.4,56.0,2056,5.71,5.66,3.55 +49601,0.52,Ideal,F,VVS2,60.6,56.0,2137,5.22,5.24,3.17 +23379,0.33,Premium,G,SI1,62.3,59.0,631,4.44,4.39,2.75 +47709,0.58,Ideal,G,VS1,62.0,57.0,1884,5.32,5.35,3.31 +39330,0.35,Premium,E,VVS1,63.0,59.0,1071,4.48,4.44,2.81 +731,0.31,Ideal,I,VVS1,61.6,55.0,557,4.36,4.41,2.7 +51390,0.81,Premium,E,SI2,60.1,59.0,2368,6.09,6.03,3.65 +422,0.7,Very Good,F,VS2,60.9,61.0,2812,5.66,5.71,3.46 +24212,2.1,Premium,J,VS2,58.3,54.0,12401,8.49,8.45,4.94 +26287,1.51,Ideal,D,VS2,60.9,57.0,15776,7.42,7.45,4.53 +704,0.91,Fair,J,VS2,64.4,62.0,2854,6.06,6.03,3.89 +38676,0.52,Very Good,I,SI1,60.3,61.0,1041,5.14,5.2,3.12 +20268,1.74,Premium,J,SI2,59.7,57.0,8690,7.88,7.8,4.68 +25294,2.06,Very Good,J,VS2,61.8,59.0,13948,8.14,8.2,5.05 +11840,1.09,Premium,G,VS2,62.1,57.0,5098,6.6,6.55,4.08 +24314,1.21,Ideal,F,VVS1,61.1,57.0,12556,6.87,6.91,4.21 +32636,0.27,Ideal,G,VS2,61.4,55.0,459,4.19,4.21,2.58 +32362,0.3,Ideal,G,VVS1,61.7,55.0,789,4.32,4.34,2.67 +31577,0.35,Ideal,E,VS2,62.1,56.0,767,4.52,4.53,2.81 +19634,1.13,Ideal,E,VS2,62.0,54.0,8253,6.66,6.7,4.14 +29345,0.31,Premium,G,VS2,59.9,59.0,698,4.4,4.38,2.63 +39894,0.42,Ideal,F,VS1,61.9,57.0,1103,4.81,4.79,2.97 +47251,0.53,Ideal,H,VVS1,61.2,56.0,1842,5.25,5.27,3.22 +12395,1.01,Good,E,SI1,64.2,59.0,5232,6.27,6.19,4.0 +27349,2.2,Premium,I,VS2,58.9,60.0,17905,8.63,8.52,5.05 +50249,0.7,Fair,I,VS1,60.2,66.0,2234,5.77,5.62,3.44 +899,1.0,Fair,I,SI1,66.3,61.0,2875,6.08,6.03,4.01 +5032,1.03,Ideal,F,SI2,61.9,56.0,3749,6.53,6.49,4.03 +41429,0.53,Very Good,E,SI2,63.2,54.0,1227,5.19,5.16,3.27 +3660,0.77,Ideal,D,VS2,61.3,56.0,3442,5.87,5.9,3.61 +30642,0.36,Ideal,I,IF,61.9,54.0,735,4.57,4.6,2.84 +16632,1.01,Fair,F,VS1,61.7,61.0,6651,6.6,6.49,4.04 +50676,0.7,Ideal,I,SI1,61.0,57.0,2287,5.71,5.74,3.5 +45929,0.53,Very Good,G,VS1,60.1,58.0,1721,5.27,5.32,3.18 +1854,0.7,Ideal,G,VS1,61.5,56.0,3065,5.7,5.75,3.52 +16043,0.3,Premium,H,VS2,60.9,61.0,608,4.35,4.32,2.64 +33886,0.3,Ideal,E,VS2,61.5,55.0,844,4.33,4.29,2.65 +15356,1.28,Premium,I,SI1,60.0,60.0,6164,7.08,6.99,4.22 +32302,0.37,Premium,J,VS2,60.7,60.0,454,4.65,4.68,2.83 +22477,1.62,Ideal,I,VS2,62.1,55.0,10501,7.53,7.58,4.69 +24394,1.3,Ideal,F,VVS2,62.1,55.0,12629,6.96,7.04,4.35 +9106,1.05,Good,I,VS2,63.1,58.0,4529,6.42,6.47,4.07 +43412,0.53,Ideal,H,VS2,62.6,57.0,1412,5.17,5.15,3.23 +5806,1.02,Good,D,SI2,63.8,59.0,3909,6.43,6.33,4.07 +50088,1.01,Premium,H,I1,58.4,60.0,2206,6.53,6.48,3.8 +10778,1.05,Premium,G,SI1,62.1,60.0,4857,6.48,6.44,4.01 +49328,0.52,Good,G,IF,59.8,57.0,2093,5.24,5.27,3.14 +45802,0.5,Good,H,VVS1,63.5,58.0,1710,4.98,5.03,3.18 +53324,0.78,Ideal,I,VS2,61.2,58.0,2652,5.88,5.92,3.61 +9116,1.0,Very Good,E,SI2,63.2,56.0,4532,6.33,6.36,4.01 +29141,0.31,Ideal,D,VS2,62.8,54.0,692,4.32,4.34,2.72 +36936,0.23,Very Good,E,VVS1,61.2,57.0,478,3.96,3.98,2.43 +11977,1.2,Premium,I,SI2,62.7,58.0,5141,6.82,6.76,4.26 +1371,0.7,Ideal,G,SI1,60.9,56.0,2965,5.73,5.79,3.51 +33783,0.4,Ideal,F,VS2,60.6,55.0,842,4.78,4.82,2.91 +43640,0.5,Premium,F,VS2,60.6,61.0,1433,5.13,5.1,3.1 +53217,0.7,Premium,H,VS1,60.6,59.0,2636,5.81,5.74,3.5 +20895,1.25,Very Good,G,VS1,60.7,56.0,9116,6.93,7.01,4.23 +8348,1.02,Very Good,E,SI2,63.0,57.0,4398,6.39,6.44,4.04 +10975,1.01,Premium,D,SI1,62.7,58.0,4909,6.38,6.34,3.99 +53677,0.71,Premium,E,VS2,62.1,59.0,2711,5.68,5.72,3.54 +42531,0.4,Ideal,F,VVS1,62.5,57.0,1323,4.75,4.72,2.96 +22927,1.52,Premium,E,SI1,62.4,59.0,10963,7.37,7.34,4.59 +32901,0.3,Very Good,I,IF,63.3,56.0,810,4.26,4.21,2.68 +14258,1.0,Premium,D,SI1,62.5,59.0,5775,6.32,6.38,3.97 +21996,1.51,Premium,H,SI1,58.0,59.0,10063,7.57,7.54,4.38 +23323,1.58,Ideal,H,VS2,62.7,56.0,11365,7.44,7.39,4.65 +30926,0.35,Ideal,F,VVS2,62.1,56.0,745,4.52,4.56,2.82 +9210,1.27,Good,H,SI2,63.6,58.0,4552,6.82,6.74,4.31 +6887,0.91,Ideal,E,SI1,61.0,58.0,4132,6.23,6.29,3.82 +34381,0.41,Very Good,I,VVS1,59.8,61.0,863,4.79,4.84,2.88 +18687,1.02,Premium,D,VS2,62.5,58.0,7643,6.4,6.37,3.99 +4908,0.95,Premium,G,SI2,59.5,56.0,3724,6.41,6.36,3.8 +40540,0.36,Premium,G,IF,61.0,59.0,1148,4.6,4.55,2.79 +22600,1.3,Very Good,G,VS1,62.5,58.0,10654,6.9,6.95,4.33 +34475,0.38,Ideal,E,VS2,61.7,55.0,866,4.66,4.68,2.88 +26819,2.53,Ideal,I,SI1,62.4,57.0,16709,8.68,8.59,5.39 +18624,1.28,Ideal,G,SI1,62.2,56.0,7598,6.96,6.9,4.31 +5536,1.11,Premium,H,SI2,59.3,59.0,3854,6.8,6.76,4.02 +1431,0.75,Ideal,G,VS1,62.3,57.0,2973,5.83,5.86,3.64 +44207,0.5,Ideal,G,VS1,62.0,54.0,1569,5.11,5.15,3.18 +24715,0.31,Very Good,G,VS1,61.9,54.0,640,4.36,4.4,2.71 +51780,0.7,Good,F,SI2,64.1,59.0,2411,5.58,5.53,3.56 +47965,0.52,Ideal,D,VS2,61.8,57.0,1919,5.2,5.16,3.2 +51753,0.7,Good,E,SI2,60.7,61.0,2405,5.69,5.71,3.46 +36553,0.4,Ideal,E,SI1,62.2,55.0,945,4.75,4.71,2.94 +1800,0.71,Ideal,E,VS2,60.9,56.0,3053,5.77,5.83,3.53 +9006,0.93,Very Good,G,SI1,61.7,56.0,4513,6.22,6.26,3.85 +4373,1.15,Ideal,H,I1,62.0,55.0,3606,6.76,6.69,4.17 +49452,0.7,Ideal,I,VS2,61.1,57.0,2111,5.7,5.75,3.5 +16213,1.03,Premium,G,VS1,62.1,59.0,6479,6.48,6.4,4.0 +2310,0.7,Ideal,G,VVS1,62.8,57.0,3165,5.63,5.68,3.55 +37384,0.4,Ideal,I,IF,62.2,56.0,982,4.71,4.75,2.94 +39337,0.57,Very Good,J,VS2,60.2,62.0,1072,5.33,5.4,3.23 +2286,0.9,Very Good,H,SI2,62.9,57.0,3160,6.09,6.16,3.85 +19000,1.51,Premium,J,SI1,59.9,60.0,7822,7.46,7.41,4.45 +40968,0.51,Very Good,E,SI2,58.3,61.9,1180,5.19,5.2,3.04 +8985,0.9,Good,F,VS1,63.3,59.0,4508,6.03,6.07,3.83 +29457,0.33,Ideal,G,VVS2,62.6,53.0,702,4.43,4.45,2.78 +18645,1.51,Premium,E,SI2,62.0,62.0,7610,7.16,7.09,4.42 +38794,0.31,Ideal,G,VVS1,61.7,57.0,1046,4.38,4.34,2.69 +17664,1.32,Very Good,H,SI1,62.4,58.0,7119,7.02,7.09,4.4 +17208,1.24,Premium,E,SI1,59.7,59.0,6875,7.07,6.99,4.2 +40012,0.41,Ideal,F,VS2,61.8,57.0,1107,4.78,4.73,2.94 +32376,0.45,Ideal,H,SI1,61.3,55.0,790,4.96,4.99,3.05 +35314,0.36,Ideal,F,VVS2,61.7,57.0,896,4.58,4.61,2.83 +30292,0.34,Good,F,SI2,63.3,54.0,447,4.46,4.48,2.83 +8995,1.05,Premium,G,SI1,59.1,57.0,4510,6.73,6.63,3.95 +64,0.3,Ideal,D,SI1,62.1,56.0,552,4.3,4.33,2.68 +1099,1.0,Fair,H,SI2,67.0,55.0,2912,6.25,6.12,4.16 +43882,0.54,Ideal,I,VS1,62.3,57.0,1452,5.2,5.24,3.25 +30025,0.3,Ideal,D,VS1,61.6,54.0,718,4.34,4.36,2.68 +6531,0.9,Very Good,D,SI1,62.8,59.0,4068,6.06,6.1,3.82 +8633,1.01,Very Good,H,SI1,62.3,63.0,4449,6.3,6.23,3.9 +3087,0.83,Ideal,I,SI1,61.9,57.0,3314,5.96,6.02,3.71 +27383,0.41,Very Good,F,SI2,60.8,58.0,647,4.78,4.83,2.92 +23211,1.26,Ideal,G,VVS1,61.7,56.0,11218,6.96,6.98,4.3 +2834,0.8,Very Good,F,SI1,61.6,56.0,3267,5.96,6.0,3.68 +25585,1.71,Good,D,SI1,64.1,59.0,14426,7.51,7.46,4.8 +52291,0.25,Very Good,E,VVS2,62.2,61.0,548,3.98,4.03,2.49 +36420,0.42,Very Good,D,SI1,63.3,58.0,942,4.75,4.73,3.0 +39179,0.35,Premium,D,VS2,61.9,58.0,1063,4.6,4.51,2.82 +17787,1.01,Ideal,G,VVS2,60.6,57.0,7167,6.54,6.5,3.95 +47933,0.56,Premium,E,VS2,61.4,61.0,1915,5.31,5.28,3.25 +35538,0.38,Very Good,F,VS2,61.9,54.6,906,4.64,4.68,2.89 +44616,0.53,Premium,G,VS2,60.7,59.0,1607,5.24,5.18,3.16 +23157,1.23,Very Good,E,VVS2,60.4,62.0,11175,6.88,6.93,4.17 +45593,0.52,Ideal,H,VS2,61.7,55.0,1689,5.2,5.23,3.22 +19547,1.5,Good,F,SI2,59.7,61.0,8181,7.39,7.44,4.43 +23034,0.33,Ideal,D,SI2,61.3,56.0,631,4.49,4.45,2.74 +33735,0.31,Ideal,G,IF,61.6,56.0,839,4.37,4.4,2.7 +6621,1.1,Very Good,I,SI2,62.8,57.0,4083,6.56,6.63,4.14 +52401,0.56,Ideal,F,VVS1,62.1,56.0,2510,5.29,5.3,3.29 +40065,0.43,Premium,G,VS2,61.3,58.0,1113,4.86,4.83,2.97 +40138,0.7,Premium,G,I1,59.2,61.0,1115,5.76,5.7,3.39 +10748,1.0,Good,F,SI1,63.4,61.0,4851,6.29,6.35,4.01 +9941,1.01,Very Good,I,SI1,61.4,62.0,4693,6.39,6.45,3.94 +19892,1.2,Ideal,G,VS1,62.3,56.0,8442,6.77,6.82,4.23 +53281,0.3,Good,D,SI1,63.1,55.0,552,4.28,4.31,2.71 +21663,1.71,Premium,I,SI2,60.6,57.0,9760,7.78,7.71,4.69 +15166,1.05,Premium,G,VS2,63.0,57.0,6096,6.51,6.48,4.09 +29977,0.35,Ideal,I,IF,61.1,56.0,715,4.56,4.6,2.8 +1451,0.71,Very Good,G,VVS2,60.8,58.0,2977,5.75,5.77,3.5 +36217,0.36,Premium,G,VS1,62.2,59.0,932,4.57,4.53,2.83 +34631,0.31,Ideal,E,VS2,61.8,55.0,872,4.4,4.37,2.71 +31340,0.37,Very Good,D,VS2,60.0,57.0,760,4.7,4.76,2.84 +45244,0.53,Ideal,E,VS2,61.7,58.0,1659,5.16,5.27,3.22 +6599,1.0,Very Good,F,SI2,62.8,57.0,4081,6.37,6.44,4.02 +16181,1.0,Premium,F,VS2,58.6,61.0,6468,6.53,6.5,3.82 +25712,1.51,Ideal,G,VVS2,62.3,55.0,14616,7.29,7.35,4.56 +51504,0.72,Ideal,G,VS2,61.7,57.0,2383,5.77,5.8,3.57 +36547,0.4,Premium,F,SI1,62.5,59.0,945,4.71,4.67,2.93 +34235,0.4,Premium,E,SI2,61.4,57.0,855,4.74,4.68,2.89 +11957,1.14,Premium,F,SI1,62.5,59.0,5135,6.65,6.67,4.16 +7288,1.07,Premium,G,SI2,59.8,60.0,4201,6.65,6.7,3.99 +20771,1.25,Premium,G,VS1,61.8,58.0,9009,6.91,6.94,4.28 +10940,1.01,Good,F,SI1,63.3,59.0,4899,6.38,6.42,4.05 +33446,0.32,Premium,G,VS1,61.7,58.0,828,4.41,4.38,2.71 +13225,1.01,Very Good,E,SI1,60.0,60.0,5461,6.43,6.51,3.88 +50351,0.52,Premium,H,VVS2,61.1,59.0,2246,5.21,5.17,3.17 +26591,2.03,Premium,I,VS2,58.5,60.0,16309,8.37,8.34,4.89 +1751,0.71,Ideal,F,VS1,61.7,55.0,3041,5.73,5.77,3.55 +41181,0.4,Premium,D,VS1,60.9,58.0,1200,4.81,4.78,2.92 +25224,1.22,Premium,E,VVS1,61.1,60.0,13824,6.87,6.85,4.19 +11935,1.09,Ideal,E,SI2,61.9,55.0,5127,6.64,6.6,4.1 +13337,1.22,Ideal,J,VS1,60.8,57.0,5504,6.85,6.89,4.18 +40185,0.5,Ideal,H,SI2,62.3,56.0,1119,5.14,5.09,3.19 +6981,1.01,Very Good,J,SI1,61.3,57.0,4153,6.45,6.5,3.97 +46799,0.7,Good,F,SI2,63.6,56.0,1806,5.63,5.56,3.56 +48336,0.63,Very Good,G,VS1,61.5,56.0,1960,5.53,5.49,3.39 +22759,1.51,Premium,H,VS1,62.1,58.0,10775,7.32,7.26,4.53 +41909,0.43,Ideal,F,VVS1,60.3,59.0,1261,4.89,4.93,2.96 +18625,1.52,Very Good,H,SI2,63.1,55.0,7600,7.36,7.28,4.62 +26640,2.03,Very Good,E,SI2,63.7,58.0,16412,7.91,7.94,5.05 +14206,1.01,Very Good,E,SI1,61.9,56.0,5759,6.33,6.41,3.94 +13991,1.18,Premium,H,SI1,61.8,58.0,5696,6.74,6.79,4.18 +29242,0.37,Premium,F,VS2,60.5,59.0,696,4.62,4.67,2.81 +12215,1.06,Ideal,H,SI1,61.4,55.0,5194,6.62,6.58,4.05 +5201,0.9,Very Good,F,SI1,61.3,58.0,3780,6.08,6.13,3.74 +38800,0.31,Ideal,G,VVS1,61.2,56.0,1046,4.38,4.34,2.67 +51482,0.87,Very Good,J,SI1,63.1,60.0,2379,6.03,5.96,3.78 +12846,1.02,Premium,H,VS2,62.4,58.0,5356,6.39,6.43,4.0 +10039,0.3,Good,G,SI1,63.2,55.0,417,4.26,4.29,2.7 +24306,1.51,Very Good,G,VS2,63.1,56.0,12551,7.33,7.29,4.61 +5301,1.01,Ideal,J,SI2,61.6,55.0,3801,6.5,6.45,3.99 +5180,0.9,Premium,G,SI1,60.6,61.0,3774,6.21,6.16,3.75 +19404,1.53,Ideal,I,SI2,61.3,59.0,8062,7.42,7.39,4.54 +37649,0.41,Very Good,H,VVS1,61.7,58.0,991,4.74,4.79,2.94 +3599,0.9,Good,D,SI2,63.5,62.0,3425,6.09,6.13,3.88 +12740,1.13,Premium,I,VS1,61.7,54.0,5316,6.74,6.71,4.15 +8302,0.91,Ideal,H,SI1,61.9,56.0,4386,6.17,6.21,3.83 +24003,1.74,Premium,I,VS2,58.6,59.0,12168,7.99,7.87,4.65 +11764,0.9,Ideal,G,VS1,62.5,57.0,5080,6.18,6.13,3.84 +27644,2.02,Fair,H,VS2,64.5,57.0,18565,8.0,7.95,5.14 +12370,0.26,Ideal,E,VVS2,61.6,57.0,597,4.13,4.18,2.56 +7374,1.12,Ideal,G,SI2,62.1,57.0,4222,6.71,6.65,4.14 +48597,0.7,Very Good,I,VS1,63.3,55.0,1995,5.64,5.6,3.56 +11311,1.01,Ideal,E,SI2,62.2,55.0,4984,6.4,6.43,3.99 +6337,1.0,Ideal,J,VS1,62.3,56.0,4032,6.43,6.38,3.99 +21182,1.58,Ideal,I,SI1,61.7,56.0,9335,7.55,7.48,4.64 +38537,0.34,Ideal,D,VS2,60.6,57.0,1033,4.53,4.51,2.74 +41905,0.51,Very Good,G,SI1,63.1,56.0,1261,5.08,5.16,3.23 +41898,0.44,Ideal,F,VVS1,61.5,57.0,1260,4.86,4.9,3.0 +31614,0.26,Ideal,I,VS2,61.8,55.0,371,4.12,4.17,2.56 +47361,0.72,Premium,J,VS2,61.4,58.0,1846,5.74,5.76,3.53 +19587,1.51,Very Good,I,SI1,62.8,59.0,8214,7.17,7.26,4.53 +17124,1.39,Ideal,J,VS2,60.9,57.0,6831,7.2,7.25,4.4 +5339,0.9,Premium,H,VS2,63.0,61.0,3810,6.14,6.05,3.84 +37105,0.38,Ideal,G,SI1,61.8,54.0,969,4.69,4.67,2.9 +16152,1.22,Ideal,F,SI1,62.8,55.0,6456,6.87,6.79,4.29 +18724,1.75,Premium,I,SI1,60.8,58.0,7644,7.83,7.79,4.75 +1375,0.75,Ideal,F,SI1,61.2,55.0,2966,5.87,5.92,3.61 +29875,0.3,Ideal,D,VS2,61.4,55.0,710,4.32,4.34,2.66 +34269,0.32,Ideal,I,VS2,62.3,55.0,466,4.39,4.41,2.74 +48436,0.51,Ideal,G,VVS2,61.2,55.0,1974,5.18,5.15,3.16 +29896,0.3,Premium,D,VS2,61.7,59.0,710,4.25,4.28,2.63 +5239,1.02,Fair,G,SI2,65.3,58.0,3787,6.33,6.22,4.1 +39640,0.49,Premium,E,SI1,61.5,58.0,1084,5.08,5.06,3.12 +22708,0.35,Premium,H,SI1,60.0,61.0,630,4.6,4.57,2.75 +6355,0.9,Ideal,E,SI1,60.1,56.0,4034,6.3,6.35,3.8 +11070,0.34,Ideal,E,SI1,62.7,55.0,596,4.46,4.47,2.8 +31399,0.3,Ideal,G,VVS1,61.8,57.0,764,4.32,4.36,2.68 +36499,0.32,Ideal,E,IF,62.0,55.0,944,4.37,4.41,2.72 +33184,0.41,Very Good,D,SI2,63.1,54.0,818,4.75,4.72,2.99 +27467,2.1,Ideal,F,SI2,61.0,60.0,18124,8.22,8.2,5.01 +50139,0.59,Very Good,E,VVS2,59.8,57.0,2214,5.48,5.53,3.29 +8746,1.14,Premium,H,SI1,62.1,59.0,4463,6.73,6.61,4.14 +18985,1.09,Premium,E,VS2,61.6,59.0,7813,6.62,6.54,4.05 +29648,0.35,Ideal,F,VS2,62.6,56.0,706,4.49,4.52,2.82 +52005,0.7,Premium,E,SI1,60.0,62.0,2444,5.79,5.75,3.46 +53611,0.35,Ideal,I,VS1,61.6,56.0,552,4.54,4.58,2.81 +48034,0.5,Ideal,D,VS1,61.6,57.0,1923,5.09,5.13,3.15 +32802,0.34,Very Good,D,VS2,62.9,56.0,805,4.44,4.5,2.81 +43549,0.5,Very Good,H,VS1,62.5,59.0,1429,5.01,5.04,3.14 +27668,2.01,Ideal,D,SI2,62.1,56.0,18674,8.02,8.11,5.01 +18525,1.53,Ideal,J,VS2,61.4,58.0,7550,7.35,7.43,4.54 +9703,0.32,Ideal,D,SI1,62.6,55.0,589,4.36,4.39,2.74 +24558,2.01,Very Good,J,VS1,60.2,61.0,12845,8.16,8.23,4.93 +41783,0.54,Ideal,D,SI2,61.3,57.0,1247,5.27,5.24,3.22 +34327,0.4,Very Good,G,VS1,62.9,54.8,861,4.71,4.76,2.98 +15775,1.28,Ideal,I,VS2,61.4,57.0,6308,7.04,6.97,4.3 +53865,0.7,Very Good,F,VS2,62.8,57.0,2744,5.64,5.69,3.56 +27685,3.01,Premium,J,SI2,60.7,59.0,18710,9.35,9.22,5.64 +49812,0.5,Ideal,F,VVS1,60.4,56.0,2165,5.16,5.21,3.13 +13067,1.5,Ideal,I,I1,61.8,57.0,5412,7.31,7.39,4.54 +30373,0.36,Premium,H,VS2,60.9,59.0,729,4.62,4.58,2.8 +20687,1.21,Very Good,D,VS2,62.6,59.0,8969,6.72,6.79,4.23 +4948,1.01,Premium,F,SI2,62.7,58.0,3733,6.38,6.32,3.98 +33461,0.32,Premium,G,VS1,61.8,60.0,828,4.36,4.35,2.69 +34526,0.33,Ideal,G,VVS1,60.8,56.0,868,4.42,4.46,2.7 +11083,1.15,Ideal,I,SI1,62.3,57.0,4925,6.74,6.67,4.18 +21714,0.33,Very Good,E,VS2,62.8,56.0,627,4.4,4.42,2.77 +51245,0.71,Good,H,SI1,57.9,62.0,2354,5.82,5.86,3.38 +13594,1.07,Premium,F,SI1,59.6,58.0,5561,6.68,6.72,3.99 +44574,0.53,Very Good,F,VS1,60.6,57.0,1607,5.21,5.25,3.17 +33836,0.34,Ideal,G,VVS1,60.5,55.0,844,4.53,4.56,2.75 +45636,0.25,Very Good,G,VVS1,61.8,56.0,525,4.03,4.06,2.5 +29794,0.3,Ideal,D,SI1,61.7,56.0,709,4.35,4.31,2.67 +34415,0.3,Ideal,G,IF,62.0,55.0,863,4.33,4.35,2.69 +41089,0.41,Ideal,F,VVS2,62.5,56.0,1192,4.75,4.72,2.96 +17704,0.32,Ideal,D,SI2,61.4,56.0,612,4.46,4.43,2.73 +38766,0.31,Premium,E,VVS2,61.4,60.0,1046,4.36,4.34,2.67 +28018,0.3,Ideal,E,VS2,60.2,57.0,658,4.36,4.38,2.63 +579,0.53,Ideal,F,VVS1,61.4,57.0,2834,5.2,5.23,3.2 +5649,1.0,Good,E,SI2,63.3,56.0,3880,6.3,6.36,4.01 +11155,0.91,Premium,H,VVS1,62.5,59.0,4944,6.19,6.16,3.86 +43626,0.43,Ideal,G,IF,62.1,54.0,1433,4.83,4.87,3.01 +24222,1.75,Premium,I,VS1,60.6,60.0,12416,7.8,7.84,4.74 +37319,0.35,Ideal,G,IF,62.6,57.0,979,4.51,4.53,2.82 +42335,0.62,Ideal,J,VS1,62.3,54.0,1297,5.46,5.49,3.41 +45576,0.52,Premium,G,VS1,62.4,59.0,1689,5.13,5.16,3.21 +9293,0.79,Very Good,E,VVS1,62.8,60.0,4570,5.8,5.89,3.67 +41194,0.51,Good,D,SI2,57.7,60.0,1202,5.31,5.26,3.05 +32728,0.31,Ideal,F,VS2,61.3,57.0,802,4.34,4.3,2.65 +42793,0.42,Ideal,D,VS1,62.3,57.0,1350,4.8,4.76,2.98 +47505,0.74,Fair,E,I1,58.2,65.0,1865,6.03,5.89,3.47 +46068,0.54,Ideal,G,SI1,61.9,55.0,1736,5.24,5.26,3.25 +26282,1.19,Very Good,D,VVS1,59.4,56.0,15767,6.95,7.0,4.14 +24826,2.01,Premium,J,SI1,63.0,57.0,13219,8.07,8.0,5.06 +21021,1.34,Ideal,G,VS2,61.9,56.0,9233,7.05,7.1,4.38 +12447,1.3,Premium,I,VS2,60.3,60.0,5242,7.01,6.99,4.22 +22340,1.24,Premium,G,VVS2,59.9,60.0,10388,7.0,6.98,4.19 +43155,0.52,Ideal,E,SI1,60.1,59.0,1389,5.18,5.23,3.13 +17569,1.16,Premium,G,VS2,59.9,60.0,7074,6.85,6.88,4.11 +47072,0.52,Ideal,D,VS2,62.2,56.0,1822,5.13,5.16,3.2 +32550,0.27,Ideal,D,VVS1,62.2,56.0,799,4.15,4.12,2.57 +40114,0.41,Ideal,F,VVS2,61.9,55.0,1115,4.74,4.79,2.95 +17032,1.05,Very Good,E,VS2,61.6,58.0,6803,6.48,6.53,4.01 +15308,1.03,Ideal,G,VS2,59.6,57.0,6146,6.65,6.6,3.95 +16273,1.01,Good,E,VS1,64.6,58.0,6509,6.22,6.29,4.04 +40327,0.53,Ideal,I,SI1,61.6,56.6,1127,5.19,5.21,3.21 +36479,0.43,Ideal,H,VVS2,61.3,56.0,943,4.86,4.9,2.99 +30885,0.33,Ideal,E,SI1,62.5,55.0,743,4.45,4.42,2.77 +53317,0.72,Very Good,E,SI2,60.1,55.8,2651,5.83,5.85,3.51 +17134,1.1,Ideal,G,SI1,61.6,56.0,6837,6.62,6.65,4.08 +33659,0.35,Very Good,D,VVS2,60.0,58.0,835,4.57,4.59,2.75 +52039,0.71,Ideal,I,VVS1,61.2,57.0,2450,5.79,5.76,3.53 +25136,2.02,Very Good,J,VS2,59.3,60.0,13693,8.28,8.34,4.93 +34964,0.31,Premium,E,SI1,62.7,58.0,471,4.32,4.35,2.72 +2073,0.9,Very Good,G,SI2,63.3,59.0,3107,6.12,6.07,3.86 +22996,1.55,Premium,H,VS2,60.4,60.0,11048,7.39,7.44,4.48 +32306,0.28,Ideal,G,SI1,61.2,54.0,455,4.22,4.27,2.6 +35264,0.3,Ideal,E,VVS1,61.8,56.0,895,4.3,4.31,2.66 +25835,1.71,Premium,H,VVS2,61.4,59.0,14866,7.77,7.67,4.74 +31095,0.36,Very Good,G,VVS2,61.7,56.0,753,4.56,4.58,2.82 +28673,0.24,Ideal,F,VVS2,62.1,56.0,678,3.96,3.99,2.46 +29010,0.34,Very Good,H,VVS2,63.0,55.0,686,4.44,4.48,2.81 +1614,0.72,Ideal,E,SI1,60.3,55.0,3012,5.85,5.89,3.54 +3805,0.9,Very Good,F,SI2,63.4,60.0,3465,6.06,6.09,3.85 +26311,2.03,Very Good,F,SI2,59.8,56.0,15811,8.21,8.3,4.94 +858,1.04,Premium,I,I1,61.6,61.0,2870,6.47,6.45,3.98 +34014,0.3,Good,D,VVS1,64.3,57.0,848,4.27,4.32,2.76 +38602,0.4,Ideal,E,VS2,62.6,57.0,1038,4.7,4.68,2.93 +17549,1.51,Good,J,VS2,64.0,58.0,7062,7.27,7.24,4.64 +43400,0.59,Premium,F,SI1,61.7,60.0,1412,5.37,5.39,3.32 +39549,0.32,Ideal,G,VVS1,61.1,57.0,1080,4.43,4.41,2.7 +31505,0.34,Ideal,G,VS2,62.9,55.0,765,4.52,4.45,2.82 +41365,0.65,Premium,I,SI2,60.7,58.0,1219,5.65,5.62,3.42 +31094,0.33,Ideal,G,VVS2,62.7,55.0,752,4.41,4.46,2.78 +24656,1.7,Ideal,I,VS1,61.9,55.0,12996,7.65,7.72,4.75 +35874,0.41,Ideal,E,VVS2,62.0,55.0,918,4.73,4.79,2.95 +44826,0.55,Good,F,VS2,58.2,58.0,1624,5.42,5.46,3.16 +25932,2.04,Very Good,G,SI2,61.4,58.0,15092,8.04,8.11,4.96 +9844,1.05,Ideal,F,SI2,60.9,56.0,4675,6.64,6.56,4.02 +7971,1.04,Ideal,H,SI2,60.3,57.0,4323,6.54,6.59,3.96 +45824,0.55,Ideal,I,VVS1,62.7,57.0,1712,5.23,5.17,3.26 +47819,0.5,Very Good,G,VVS2,62.9,55.0,1904,5.05,5.09,3.19 +36067,0.52,Ideal,J,SI2,61.6,55.0,924,5.16,5.19,3.19 +49292,0.33,Ideal,H,VS2,61.8,54.0,539,4.45,4.48,2.76 +5408,1.0,Fair,H,VS2,64.8,55.0,3819,6.35,6.28,4.09 +37542,0.39,Ideal,F,VVS2,62.1,55.0,988,4.7,4.74,2.93 +16714,0.31,Ideal,H,VVS2,62.2,54.0,609,4.36,4.38,2.72 +7275,1.0,Very Good,H,SI2,63.3,57.0,4200,6.37,6.3,4.01 +32334,0.36,Very Good,E,VS2,60.3,62.0,789,4.56,4.59,2.76 +14807,1.11,Ideal,E,SI2,60.6,56.0,5962,6.76,6.78,4.1 +36163,0.38,Ideal,G,VVS2,62.2,54.3,929,4.63,4.66,2.89 +1259,0.7,Ideal,H,VVS1,60.5,58.0,2947,5.76,5.81,3.5 +29690,0.4,Very Good,E,SI1,62.8,59.0,707,4.7,4.73,2.96 +9661,1.01,Very Good,H,SI1,63.3,58.0,4642,6.4,6.37,4.04 +48426,0.51,Premium,F,VS1,61.7,58.0,1971,5.11,5.07,3.14 +53737,0.7,Ideal,G,VS2,62.3,57.0,2723,5.66,5.7,3.54 +25581,1.52,Premium,G,VS1,61.9,58.0,14424,7.38,7.35,4.56 +21297,1.5,Very Good,E,SI2,63.5,59.0,9450,7.28,7.25,4.61 +37667,0.42,Premium,E,SI1,62.5,55.0,992,4.83,4.8,3.01 +30051,0.41,Very Good,G,SI1,60.3,60.0,719,4.76,4.8,2.88 +17168,1.01,Ideal,G,VS2,61.0,56.0,6855,6.46,6.49,3.95 +53605,0.81,Very Good,I,SI1,60.3,58.0,2701,6.0,6.04,3.63 +53371,0.67,Premium,G,VVS2,60.1,60.0,2658,5.66,5.58,3.38 +27646,2.01,Good,G,SI1,63.1,59.0,18572,7.98,8.03,5.05 +27204,2.05,Premium,H,SI1,60.2,58.0,17521,8.25,8.22,4.96 +50804,0.6,Ideal,E,VS1,62.2,56.0,2306,5.36,5.44,3.36 +29623,0.34,Ideal,H,SI1,61.4,55.0,440,4.51,4.55,2.78 +9217,0.91,Very Good,D,SI1,62.8,59.0,4556,6.17,6.21,3.89 +52948,0.7,Very Good,E,VS2,62.5,57.0,2593,5.64,5.68,3.54 +23761,1.41,Ideal,G,VS1,62.6,56.0,11817,7.15,7.2,4.49 +48067,0.7,Ideal,F,I1,62.1,57.0,1928,5.67,5.64,3.52 +34987,0.34,Premium,F,VS2,62.6,58.0,880,4.49,4.46,2.8 +13879,1.14,Ideal,D,SI2,61.4,56.0,5650,6.77,6.69,4.13 +45643,0.25,Ideal,G,VVS2,62.1,57.0,525,4.01,4.07,2.5 +50962,0.54,Premium,D,VVS2,59.1,60.0,2323,5.36,5.34,3.16 +18894,1.64,Very Good,J,SI2,62.0,59.0,7750,7.47,7.52,4.65 +41242,0.46,Premium,E,VS2,60.2,60.0,1208,5.01,4.96,3.0 +43866,0.5,Ideal,G,VS2,61.7,54.0,1449,5.14,5.16,3.18 +41538,0.42,Ideal,D,VS1,62.1,56.0,1235,4.82,4.78,2.98 +918,0.84,Ideal,G,SI2,62.3,55.0,2879,6.08,6.03,3.77 +4226,0.6,Ideal,D,VVS1,61.6,56.0,3570,5.41,5.43,3.34 +6971,1.0,Fair,H,SI1,56.3,63.0,4150,6.63,6.61,3.73 +961,0.71,Very Good,E,VS2,61.2,58.0,2891,5.71,5.79,3.52 +7071,0.33,Very Good,G,VS2,60.8,62.0,579,4.42,4.46,2.7 +42192,0.53,Fair,E,SI1,56.2,64.0,1286,5.43,5.41,3.05 +50515,0.7,Very Good,I,VS2,62.3,58.0,2273,5.58,5.65,3.5 +22550,1.5,Very Good,H,VS1,63.4,56.0,10584,7.29,7.25,4.61 +42206,0.52,Good,H,VS2,63.7,54.0,1289,5.09,5.12,3.25 +49775,0.62,Very Good,G,VS1,60.1,58.0,2161,5.52,5.54,3.32 +41286,0.42,Premium,D,VVS2,59.6,59.0,1210,4.96,4.9,2.94 +15994,1.06,Ideal,F,VS2,60.5,57.0,6399,6.6,6.58,3.99 +39981,0.41,Premium,I,VVS1,62.0,56.0,1107,4.77,4.75,2.95 +34869,0.3,Premium,G,VVS2,61.6,60.0,878,4.27,4.24,2.62 +45186,0.51,Ideal,E,VS2,61.7,54.0,1656,5.13,5.18,3.18 +1708,0.61,Ideal,D,VVS2,62.4,58.0,3036,5.38,5.42,3.37 +4144,0.9,Ideal,I,VS1,62.4,57.0,3545,6.17,6.21,3.86 +44913,0.53,Ideal,F,VS2,61.8,55.0,1631,5.19,5.23,3.22 +34654,0.31,Ideal,E,VS2,61.8,56.0,872,4.36,4.34,2.69 +19607,1.25,Ideal,G,SI1,60.7,56.0,8226,6.98,7.05,4.26 +31447,0.4,Very Good,I,SI1,63.2,54.0,765,4.69,4.67,2.96 +31101,0.3,Ideal,G,VVS1,62.2,56.0,753,4.27,4.31,2.67 +26554,2.66,Good,H,SI2,63.8,57.0,16239,8.71,8.65,5.54 +19677,1.51,Ideal,G,SI1,61.6,56.0,8283,7.34,7.25,4.5 +49511,0.7,Good,F,SI1,63.8,58.0,2121,5.56,5.67,3.58 +22549,1.5,Premium,H,VS1,59.3,61.0,10584,7.53,7.47,4.45 +24009,1.5,Very Good,D,SI1,61.0,59.0,12179,7.33,7.39,4.49 +31959,0.31,Ideal,I,VS2,62.3,54.0,452,4.37,4.4,2.73 +26568,2.0,Premium,G,SI2,61.8,58.0,16262,8.05,7.99,4.96 +14057,0.3,Premium,F,VS2,61.4,60.0,605,4.29,4.34,2.65 +29572,0.41,Very Good,E,SI1,59.3,61.0,705,4.8,4.84,2.86 +40430,0.4,Ideal,J,VVS1,61.9,56.0,1136,4.74,4.79,2.95 +24593,1.51,Very Good,G,VS2,63.5,59.0,12906,7.2,7.13,4.55 +47734,0.7,Very Good,I,SI1,63.2,59.0,1890,5.59,5.62,3.54 +51264,0.97,Ideal,I,I1,61.6,53.0,2357,6.43,6.4,3.95 +44743,0.53,Ideal,F,VS1,61.6,55.0,1619,5.21,5.24,3.22 +6223,1.0,Good,E,SI2,60.5,61.0,4004,6.31,6.38,3.84 +12847,1.03,Ideal,F,SI1,62.8,56.0,5356,6.38,6.46,4.03 +36073,0.4,Good,D,SI1,63.6,57.0,924,4.7,4.67,2.98 +17539,1.5,Premium,F,SI2,62.4,58.0,7056,7.31,7.24,4.54 +36955,0.33,Ideal,I,VS2,62.3,54.0,480,4.45,4.48,2.78 +26656,2.13,Very Good,G,SI2,57.9,60.0,16462,8.41,8.56,4.91 +27826,0.34,Premium,D,SI2,60.8,60.0,650,4.53,4.49,2.74 +15716,0.36,Premium,G,SI2,62.4,58.0,608,4.58,4.56,2.85 +3312,0.9,Very Good,D,SI2,58.1,60.0,3371,6.24,6.26,3.63 +52585,0.7,Very Good,G,VS2,59.3,60.0,2539,5.77,5.83,3.43 +52707,0.74,Fair,H,VS2,66.1,61.0,2553,5.6,5.57,3.69 +28669,0.32,Premium,E,VS1,61.3,58.0,677,4.36,4.39,2.68 +4245,0.84,Good,E,SI1,61.9,61.0,3577,6.03,6.05,3.74 +18358,1.51,Fair,E,SI1,67.2,53.0,7468,7.15,7.1,4.79 +43110,0.6,Ideal,E,SI2,62.5,57.0,1385,5.37,5.39,3.36 +28676,0.24,Ideal,F,VVS1,62.0,56.0,678,3.99,4.01,2.48 +48480,0.56,Ideal,G,VVS2,61.2,55.0,1979,5.35,5.37,3.28 +6622,1.12,Premium,G,SI2,61.2,58.0,4084,6.67,6.69,4.09 +14780,1.2,Premium,G,SI1,61.5,61.0,5947,6.84,6.78,4.19 +24636,2.14,Premium,I,SI2,62.1,58.0,12970,8.31,8.23,5.13 +23615,1.51,Good,G,VS2,64.2,54.0,11640,7.18,7.27,4.64 +44379,0.52,Ideal,H,VVS2,61.8,57.0,1581,5.16,5.19,3.2 +48179,0.54,Ideal,H,VVS1,61.7,57.0,1944,5.24,5.23,3.23 +23350,0.3,Ideal,I,SI1,61.7,57.0,422,4.3,4.32,2.66 +53928,0.79,Good,F,SI1,58.1,59.0,2756,6.06,6.13,3.54 +21765,1.52,Premium,E,SI2,58.1,60.0,9831,7.59,7.53,4.39 +53449,0.73,Very Good,F,SI1,61.4,60.0,2675,5.74,5.76,3.53 +24595,2.0,Ideal,I,VS1,62.3,56.0,12907,8.08,8.03,5.02 +15677,1.23,Ideal,E,SI2,61.2,55.0,6288,6.92,7.01,4.26 +6299,0.91,Ideal,I,VS1,61.9,56.0,4022,6.2,6.23,3.85 +35883,0.32,Ideal,G,IF,62.3,53.0,918,4.41,4.45,2.76 +37006,0.33,Ideal,H,VVS1,61.7,56.0,965,4.48,4.46,2.76 +49842,0.71,Premium,H,VS2,61.3,58.0,2169,5.76,5.82,3.55 +38505,0.44,Premium,G,VS1,62.3,59.0,1031,4.87,4.82,3.02 +50595,0.81,Very Good,J,VS2,60.4,59.0,2283,6.04,6.11,3.67 +43577,0.41,Ideal,E,VVS1,60.7,57.0,1431,4.85,4.8,2.93 +16807,1.01,Premium,H,IF,62.1,59.0,6702,6.47,6.41,4.0 +47382,0.54,Ideal,G,VS1,61.8,54.0,1847,5.24,5.22,3.23 +25367,0.28,Very Good,D,VVS1,60.4,59.0,642,4.23,4.25,2.56 +36619,0.34,Premium,E,SI2,59.9,59.0,477,4.55,4.57,2.73 +47923,0.56,Premium,G,VS1,60.5,59.0,1915,5.31,5.26,3.2 +37230,0.4,Ideal,E,VS2,62.9,55.0,975,4.74,4.73,2.98 +30405,0.32,Ideal,G,VVS2,61.4,55.0,730,4.4,4.43,2.71 +6481,1.06,Very Good,G,SI2,63.4,61.0,4057,6.46,6.37,4.07 +30009,0.43,Very Good,H,SI1,61.5,58.0,716,4.8,4.86,2.97 +1199,0.91,Premium,H,SI1,60.2,52.0,2935,6.27,6.15,3.74 +31553,0.38,Ideal,F,SI1,61.7,56.0,766,4.68,4.72,2.9 +1671,0.65,Very Good,D,VVS2,57.7,60.0,3025,5.69,5.74,3.3 +22020,1.5,Premium,E,SI2,61.2,59.0,10080,7.41,7.36,4.52 +9988,1.12,Premium,I,SI1,60.8,57.0,4704,6.76,6.7,4.09 +20097,1.26,Ideal,E,SI1,61.5,59.0,8574,6.92,6.96,4.27 +36568,0.3,Premium,G,VVS1,62.6,62.0,945,4.26,4.21,2.65 +17286,1.03,Ideal,F,VS2,61.2,54.0,6922,6.56,6.51,4.0 +49240,0.58,Good,F,VS1,62.2,62.0,2084,5.37,5.44,3.36 +22202,1.31,Ideal,F,VS2,59.6,60.0,10243,7.06,7.16,4.24 +46286,0.59,Ideal,E,VS2,61.4,56.0,1755,5.33,5.42,3.3 +45441,0.56,Ideal,F,VS2,61.6,56.0,1672,5.28,5.31,3.26 +17857,1.0,Very Good,F,VS1,60.4,59.0,7204,6.4,6.51,3.9 +52800,0.71,Very Good,E,SI1,60.3,58.0,2570,5.8,5.85,3.51 +49427,0.7,Very Good,H,SI1,62.7,56.0,2107,5.6,5.62,3.52 +16288,1.01,Very Good,E,VS2,63.3,60.0,6516,6.33,6.3,4.0 +34305,0.34,Ideal,F,VVS1,61.1,57.0,858,4.55,4.58,2.79 +2643,0.81,Premium,F,SI1,61.0,59.0,3230,6.01,5.99,3.66 +2685,0.77,Very Good,G,VS1,60.9,55.0,3243,5.9,5.96,3.61 +41842,0.4,Good,D,VS1,56.3,59.0,1254,4.94,4.97,2.79 +13796,1.19,Premium,H,SI1,61.2,60.0,5622,6.85,6.8,4.18 +49944,0.71,Very Good,H,SI1,62.2,56.0,2188,5.72,5.76,3.57 +35585,0.35,Premium,F,VS2,61.8,58.0,906,4.52,4.48,2.78 +38165,0.34,Ideal,G,IF,61.9,54.0,1014,4.46,4.49,2.77 +24216,2.01,Premium,J,SI2,62.0,59.0,12403,8.04,8.1,5.0 +7818,1.0,Very Good,D,SI2,63.5,59.0,4295,6.35,6.32,4.02 +53617,0.3,Very Good,D,SI1,62.1,58.0,552,4.25,4.28,2.65 +21855,1.24,Premium,D,VS2,59.3,58.0,9916,7.09,7.03,4.19 +25618,1.53,Premium,F,VS2,58.5,60.0,14483,7.62,7.56,4.44 +36723,0.43,Ideal,G,VVS2,62.0,55.0,954,4.86,4.89,3.02 +40764,0.55,Ideal,J,VS2,62.6,57.0,1165,5.21,5.17,3.25 +11604,1.24,Very Good,J,SI1,61.6,60.0,5045,6.89,6.95,4.26 +4585,0.95,Premium,H,SI2,58.8,60.0,3652,6.45,6.38,3.77 +6443,1.01,Very Good,I,SI2,63.7,56.0,4047,6.33,6.38,4.05 +26911,1.52,Ideal,E,VS1,62.4,54.0,16916,7.32,7.39,4.59 +48,0.32,Good,H,SI2,63.8,56.0,403,4.36,4.38,2.79 +22157,1.58,Ideal,I,VS2,61.4,55.0,10197,7.49,7.55,4.62 +46361,0.63,Fair,H,VS1,57.3,62.5,1760,5.65,5.7,3.25 +13307,1.02,Good,D,SI1,63.3,58.0,5497,6.35,6.39,4.03 +29179,0.3,Ideal,F,VVS2,62.1,57.0,694,4.25,4.28,2.65 +39658,0.42,Premium,H,VS1,61.7,59.0,1087,4.83,4.76,2.96 +20382,0.31,Ideal,F,VS2,62.0,56.0,625,4.35,4.39,2.71 +37673,0.42,Premium,E,SI1,62.8,59.0,992,4.78,4.74,2.99 +21652,1.5,Ideal,E,SI1,62.4,56.0,9744,7.36,7.31,4.58 +8436,0.77,Ideal,D,VS1,62.3,56.0,4407,5.83,5.89,3.65 +11183,1.07,Ideal,F,SI2,61.6,56.0,4954,0.0,6.62,0.0 +6940,1.0,Fair,E,SI1,66.3,62.0,4140,6.27,6.06,4.09 +17798,1.15,Very Good,G,VS2,60.1,60.0,7175,6.75,6.8,4.08 +1441,0.7,Very Good,F,VS1,62.1,57.0,2975,5.69,5.72,3.54 +21907,1.58,Ideal,I,SI2,60.9,59.0,9973,7.48,7.55,4.58 +21247,1.21,Ideal,F,VS2,61.3,56.0,9397,6.86,6.91,4.22 +43611,0.34,Very Good,D,SI2,60.7,61.0,507,4.45,4.51,2.72 +46508,0.51,Ideal,D,VS1,62.4,57.0,1779,5.09,5.13,3.19 +13521,1.2,Good,E,SI2,63.3,55.0,5544,6.73,6.77,4.27 +11816,1.11,Premium,F,SI1,60.4,61.0,5091,6.72,6.65,4.04 +11071,1.01,Ideal,E,SI2,61.9,56.0,4921,6.46,6.43,3.99 +16604,1.02,Very Good,F,VS2,59.9,56.0,6632,6.56,6.6,3.94 +3231,1.05,Premium,H,SI2,62.8,56.0,3352,6.54,6.47,4.08 +10907,1.06,Good,I,VS1,58.8,62.0,4887,6.65,6.72,3.93 +45211,0.51,Ideal,G,VS1,62.0,56.0,1656,5.06,5.16,3.17 +23864,1.36,Ideal,G,VVS2,61.1,57.0,11956,7.2,7.14,4.38 +12604,1.33,Premium,F,SI2,60.7,62.0,5288,7.12,7.07,4.31 +45998,0.54,Ideal,G,VS1,61.8,56.0,1724,5.21,5.26,3.24 +47248,0.5,Ideal,G,VVS2,62.2,56.0,1842,5.08,5.11,3.17 +16899,1.0,Very Good,D,VS2,59.6,60.0,6745,6.52,6.57,3.9 +11022,1.1,Premium,H,SI1,61.6,56.0,4916,6.66,6.61,4.09 +34918,0.34,Ideal,F,VS2,62.1,56.0,880,4.51,4.47,2.79 +42288,0.25,Good,E,VVS2,61.2,62.0,505,4.04,4.07,2.48 +22148,2.01,Good,I,SI1,64.1,60.0,10184,7.92,7.88,5.06 +32765,0.34,Ideal,D,SI1,60.6,56.0,803,4.54,4.51,2.74 +8865,0.9,Ideal,G,VS2,62.0,57.0,4482,6.22,6.19,3.85 +53938,0.7,Very Good,D,SI1,62.8,60.0,2757,5.66,5.68,3.56 +1841,0.9,Fair,F,SI2,65.7,63.0,3062,6.01,5.96,3.93 +20843,1.51,Very Good,G,SI2,62.4,56.0,9069,7.25,7.29,4.54 +17106,1.19,Very Good,H,VS2,61.1,58.0,6819,6.78,6.83,4.16 +4377,1.13,Ideal,F,I1,62.2,55.0,3607,6.68,6.63,4.14 +50853,0.7,Very Good,F,SI1,61.4,59.0,2312,5.67,5.7,3.49 +52681,0.59,Ideal,F,VVS2,62.1,57.0,2551,5.37,5.38,3.34 +24895,2.01,Very Good,I,SI2,61.8,58.0,13323,8.01,8.05,4.96 +7847,0.8,Very Good,E,VVS2,62.9,59.0,4304,5.88,5.95,3.72 +28517,0.31,Ideal,D,VS1,62.0,57.0,673,4.33,4.35,2.69 +33201,0.3,Fair,G,VVS2,64.4,58.0,819,4.21,4.17,2.7 +24085,1.7,Very Good,H,VS2,63.3,57.0,12228,7.59,7.54,4.79 +37475,0.42,Premium,G,VS1,62.4,59.0,984,4.8,4.78,2.99 +2360,0.7,Ideal,H,VVS1,60.2,57.0,3175,5.78,5.82,3.49 +8356,1.02,Ideal,F,SI2,62.4,57.0,4398,6.43,6.4,4.0 +5349,0.9,Very Good,D,SI1,62.4,63.0,3812,6.13,6.04,3.8 +15041,0.3,Premium,G,VS1,61.9,59.0,605,4.3,4.32,2.67 +11318,1.01,Good,E,SI1,63.3,58.0,4986,6.37,6.39,4.04 +27014,2.02,Ideal,H,SI1,62.4,58.0,17141,8.07,8.03,5.02 +36781,0.39,Very Good,G,VVS2,63.4,57.0,956,4.65,4.62,2.94 +38161,0.34,Ideal,E,VVS1,62.2,56.0,1014,4.44,4.46,2.77 +41466,0.41,Premium,G,VVS1,59.9,59.0,1230,4.83,4.79,2.88 +49922,0.73,Ideal,J,SI1,62.0,55.0,2184,5.75,5.86,3.6 +4497,0.9,Fair,G,SI1,64.5,57.0,3629,6.07,6.03,3.9 +34541,0.43,Ideal,H,VS1,62.3,57.0,868,4.81,4.84,3.0 +7245,1.11,Ideal,E,SI2,62.0,57.0,4196,6.67,6.63,4.12 +23427,1.23,Ideal,G,VVS1,61.4,55.0,11417,6.89,6.93,4.24 +23422,2.0,Premium,F,SI2,61.5,59.0,11413,8.03,7.95,4.92 +49040,0.66,Good,G,VS1,59.0,62.0,2055,5.66,5.72,3.35 +4091,0.9,Good,D,SI2,60.3,64.0,3534,6.1,6.14,3.69 +32426,0.35,Very Good,D,VS1,63.9,55.0,792,4.49,4.53,2.88 +36445,0.31,Ideal,D,VS2,62.1,54.0,942,4.36,4.34,2.7 +2242,1.06,Ideal,I,SI2,62.8,55.0,3146,6.51,6.46,4.07 +12410,1.01,Ideal,E,SI1,62.0,57.0,5235,6.38,6.45,3.98 +19549,1.02,Premium,D,VS1,61.3,58.0,8181,6.52,6.47,3.98 +48023,0.53,Ideal,G,VS1,61.3,57.0,1922,5.18,5.22,3.19 +44863,0.51,Very Good,H,VS1,62.3,56.0,1628,5.1,5.13,3.18 +7360,1.0,Good,G,SI1,63.9,58.0,4218,6.26,6.32,4.02 +41747,0.52,Good,G,SI1,63.3,57.0,1244,5.08,5.11,3.22 +34521,0.33,Premium,G,VVS1,62.1,58.0,868,4.4,4.43,2.74 +1908,1.0,Premium,H,SI2,59.4,60.0,3080,6.49,6.4,3.83 +17022,1.01,Ideal,F,VS2,60.3,56.0,6794,6.56,6.5,3.94 +43120,0.52,Premium,D,SI2,61.7,56.0,1385,5.17,5.14,3.18 +49042,0.5,Premium,E,VS1,61.9,59.0,2055,5.1,5.08,3.15 +42213,0.52,Good,H,VS2,63.5,58.0,1289,5.11,5.12,3.25 +51128,1.05,Premium,I,I1,61.8,56.0,2339,6.53,6.48,4.02 +44321,0.33,Premium,H,VS2,61.7,59.0,521,4.39,4.42,2.72 +20184,1.52,Premium,I,SI1,61.9,58.0,8631,7.42,7.37,4.58 +28194,0.4,Ideal,H,SI1,62.0,56.0,666,4.68,4.74,2.92 +30526,0.44,Good,H,SI1,63.5,57.0,733,4.82,4.85,3.07 +982,0.7,Very Good,F,VS1,61.8,59.0,2895,5.66,5.76,3.53 +13953,1.09,Premium,H,VS2,61.4,58.0,5677,6.64,6.58,4.06 +10769,0.9,Ideal,E,SI1,61.1,56.0,4854,6.21,6.23,3.8 +27276,2.0,Very Good,G,SI1,63.0,55.0,17724,7.96,8.1,5.06 +38003,0.43,Premium,G,VS1,62.2,59.0,1008,4.84,4.81,3.0 +8816,1.02,Very Good,H,SI1,61.9,61.0,4476,6.34,6.42,3.95 +11939,1.03,Premium,H,SI1,62.5,59.0,5129,6.46,6.41,4.02 +22274,1.52,Premium,H,SI1,60.1,60.0,10330,7.47,7.45,4.48 +31313,0.32,Ideal,D,VS2,62.2,55.0,758,4.37,4.41,2.73 +13914,1.01,Ideal,H,SI1,61.3,57.0,5664,6.44,6.46,3.95 +10469,1.21,Very Good,I,SI2,59.9,58.0,4791,6.91,6.94,4.15 +11779,1.83,Fair,J,I1,70.0,58.0,5083,7.34,7.28,5.12 +12776,1.12,Premium,G,SI1,59.8,58.0,5329,6.79,6.76,4.05 +17166,2.0,Good,G,I1,63.9,58.0,6854,7.99,7.91,5.08 +43824,0.51,Good,E,SI1,63.9,56.0,1443,5.11,5.07,3.25 +45804,0.5,Premium,F,VS1,61.8,60.0,1710,5.06,5.1,3.14 +41474,0.41,Ideal,D,VS1,62.8,57.0,1230,4.76,4.73,2.98 +45347,0.59,Ideal,E,SI1,62.4,55.0,1664,5.34,5.39,3.35 +48137,0.7,Very Good,F,SI2,59.9,59.0,1940,5.75,5.81,3.46 +8354,1.0,Premium,G,SI2,61.8,58.0,4398,6.43,6.39,3.96 +41667,0.31,Ideal,E,IF,60.4,56.0,1239,4.43,4.38,2.66 +38358,0.33,Ideal,F,VVS1,62.4,55.0,1021,4.42,4.4,2.75 +28728,0.31,Ideal,E,VS2,61.6,57.0,680,4.35,4.38,2.69 +13413,1.02,Ideal,E,SI1,62.3,54.0,5509,6.45,6.49,4.03 +14965,1.01,Premium,G,VS2,61.6,58.0,6027,6.45,6.4,3.96 +42363,0.61,Ideal,F,SI2,62.3,57.0,1303,5.38,5.44,3.37 +43416,0.57,Very Good,D,SI2,62.9,57.0,1413,5.26,5.3,3.32 +9374,0.32,Ideal,D,SI1,61.9,57.0,589,4.36,4.4,2.71 +2648,0.83,Ideal,E,SI1,62.7,57.0,3231,5.96,6.01,3.75 +53579,0.7,Fair,E,SI1,64.4,53.0,2697,5.61,5.57,3.6 +47928,0.56,Ideal,E,VS2,61.9,55.0,1915,5.34,5.29,3.29 +33223,0.39,Premium,I,VVS1,61.5,59.0,821,4.67,4.7,2.88 +46297,0.3,Premium,I,VVS2,61.0,60.0,526,4.3,4.36,2.64 +26146,2.0,Ideal,H,VS2,62.4,55.0,15451,8.03,7.94,4.99 +7745,1.24,Premium,E,SI2,60.8,57.0,4278,6.98,6.94,4.23 +3448,1.01,Ideal,E,I1,62.0,57.0,3388,6.37,6.41,3.96 +30676,0.4,Premium,E,SI1,61.3,59.0,737,4.69,4.74,2.89 +13312,1.01,Ideal,G,SI1,61.1,58.0,5497,6.43,6.49,3.95 +24453,2.03,Very Good,I,SI2,61.2,55.0,12714,8.14,8.26,5.02 +25985,1.62,Premium,G,VS1,59.4,58.0,15188,7.74,7.68,4.58 +1534,0.7,Premium,G,VVS2,60.2,61.0,2999,5.74,5.66,3.43 +52916,0.7,Premium,D,SI1,59.8,57.0,2589,5.79,5.74,3.45 +33650,0.32,Ideal,D,VVS2,61.7,57.0,834,4.39,4.42,2.72 +34893,0.31,Ideal,D,VS2,61.8,56.0,879,4.39,4.35,2.7 +8705,0.28,Very Good,G,VVS1,61.9,55.0,586,4.18,4.2,2.6 +43919,0.31,Ideal,I,VS1,61.3,55.6,513,4.37,4.4,2.69 +39269,0.38,Premium,G,VS1,61.9,59.0,1069,4.67,4.63,2.88 +50231,0.7,Ideal,I,VS2,62.2,55.0,2232,5.66,5.69,3.53 +19509,1.28,Premium,G,VS2,62.1,60.0,8139,6.95,6.89,4.3 +34024,0.35,Ideal,G,VVS1,61.7,55.0,849,4.54,4.57,2.81 +2680,0.77,Very Good,G,VS1,62.3,58.0,3240,5.82,5.86,3.64 +11972,1.01,Ideal,F,SI1,62.3,55.0,5140,6.37,6.44,3.99 +48552,0.51,Premium,E,VS1,61.6,57.0,1989,5.13,5.1,3.15 +10035,0.24,Very Good,F,VS1,62.0,56.0,417,3.94,3.99,2.46 +31408,0.3,Ideal,G,VVS1,61.8,56.0,764,4.32,4.36,2.68 +8696,1.0,Ideal,H,SI2,61.5,55.6,4459,6.41,6.48,3.96 +40767,0.37,Fair,F,IF,52.3,61.0,1166,4.96,4.91,2.58 +38265,0.27,Ideal,H,SI1,61.3,55.0,383,4.17,4.21,2.57 +45879,0.59,Premium,G,VS2,62.6,56.0,1717,5.39,5.34,3.36 +30658,0.38,Ideal,I,VVS2,61.7,56.0,737,4.67,4.7,2.89 +44663,0.35,Ideal,D,SI2,62.4,55.0,522,4.53,4.54,2.83 +50431,0.74,Very Good,G,SI2,62.8,59.0,2262,5.71,5.76,3.6 +34566,0.38,Very Good,D,VS2,58.7,61.0,871,4.74,4.77,2.79 +45252,0.54,Good,E,VS2,63.3,55.0,1660,5.2,5.26,3.31 +1098,1.0,Fair,I,SI1,66.0,56.0,2912,6.31,6.24,4.13 +47095,0.54,Ideal,E,VS2,61.1,57.0,1825,5.24,5.26,3.21 +8807,1.01,Good,H,SI1,60.5,56.0,4475,6.43,6.49,3.91 +45494,0.52,Ideal,D,VS2,62.0,56.0,1679,5.17,5.19,3.21 +30008,0.43,Very Good,D,SI2,61.1,58.0,716,4.86,4.9,2.98 +23313,1.5,Very Good,D,SI1,63.5,57.0,11352,7.23,7.28,4.61 +36284,0.32,Ideal,D,SI2,62.4,54.0,477,4.38,4.4,2.74 +49433,0.73,Premium,H,SI1,62.2,57.0,2107,5.8,5.77,3.6 +41,0.33,Ideal,I,SI2,61.2,56.0,403,4.49,4.5,2.75 +9513,1.22,Good,J,SI1,63.8,57.0,4612,6.77,6.72,4.3 +18066,1.04,Ideal,G,VS1,61.7,57.0,7294,6.47,6.53,4.01 +35483,0.31,Ideal,E,VVS1,61.0,57.0,903,4.39,4.37,2.67 +43396,0.5,Ideal,E,SI1,61.6,55.0,1410,5.09,5.13,3.15 +6503,0.97,Fair,F,SI1,56.4,66.0,4063,6.59,6.54,3.7 +28910,0.39,Very Good,G,SI1,62.4,58.0,684,4.67,4.72,2.93 +13297,1.03,Ideal,D,SI2,60.5,58.0,5491,6.52,6.58,3.96 +17102,1.06,Very Good,G,VS2,59.8,58.0,6818,6.64,6.7,3.99 +20880,1.59,Good,F,SI2,63.6,57.0,9100,7.43,7.39,4.71 +28283,0.23,Ideal,G,SI1,62.0,54.0,364,3.95,3.99,2.46 +40050,0.38,Premium,E,VS2,60.5,62.0,1112,4.74,4.65,2.84 +52559,0.7,Ideal,G,VS1,60.6,57.0,2535,5.75,5.7,3.47 +17534,1.0,Premium,F,VS1,62.7,55.0,7056,6.39,6.34,3.99 +8294,1.13,Very Good,J,SI1,63.5,59.0,4385,6.62,6.55,4.18 +11266,1.05,Very Good,H,VS1,63.4,57.0,4969,6.48,6.45,4.1 +47668,0.37,Ideal,G,SI1,61.1,56.0,531,4.64,4.66,2.84 +19536,1.02,Ideal,G,VVS1,61.5,57.0,8168,6.44,6.47,3.97 +13389,0.35,Premium,D,SI1,61.5,58.0,601,4.53,4.55,2.79 +33384,0.41,Ideal,G,VS2,62.2,57.0,827,4.71,4.74,2.94 +23512,1.4,Good,G,VVS2,63.4,59.0,11519,7.04,7.12,4.49 +22379,0.31,Very Good,H,VS2,63.1,58.0,628,4.32,4.27,2.71 +48899,0.63,Ideal,H,VS1,61.2,57.0,2040,5.5,5.55,3.37 +17850,1.0,Good,D,VS2,63.9,56.0,7200,6.34,6.31,4.04 +13331,1.21,Premium,I,VS2,62.2,59.0,5502,6.79,6.85,4.24 +42777,0.5,Premium,E,SI1,62.4,61.0,1348,5.1,4.98,3.15 +18081,1.01,Very Good,E,VS1,62.6,57.0,7306,6.28,6.37,3.96 +14974,1.57,Premium,J,SI2,59.6,56.0,6031,7.59,7.5,4.5 +1298,0.75,Good,F,VS1,64.4,59.0,2953,5.67,5.72,3.66 +42833,0.58,Ideal,D,SI2,61.7,54.0,1356,5.4,5.43,3.34 +40317,0.4,Ideal,E,VS1,62.2,55.0,1125,4.76,4.72,2.95 +35300,0.3,Very Good,H,VS2,62.5,58.0,473,4.26,4.28,2.67 +41897,0.55,Very Good,F,SI1,62.9,58.0,1260,5.23,5.26,3.3 +15625,1.01,Very Good,D,SI1,61.4,59.0,6270,6.37,6.43,3.93 +18992,1.41,Premium,F,SI2,62.7,56.0,7817,7.21,7.15,4.5 +30357,0.3,Very Good,D,VVS2,59.0,59.0,729,4.4,4.42,2.6 +13601,0.9,Ideal,G,VVS1,61.6,57.0,5564,6.24,6.16,3.82 +35091,0.3,Ideal,F,IF,62.1,57.0,886,4.29,4.31,2.67 +8710,0.39,Ideal,J,VS2,61.8,55.9,586,4.66,4.69,2.89 +41220,0.43,Ideal,G,VVS1,61.5,56.0,1207,4.85,4.87,2.99 +25731,1.51,Good,F,VVS2,63.7,58.0,14654,7.18,7.24,4.59 +33708,0.3,Ideal,E,VVS1,61.2,57.0,838,4.32,4.34,2.65 +25120,1.71,Premium,G,SI1,60.6,58.0,13666,7.79,7.75,4.71 +24151,1.51,Good,G,VS1,64.0,57.0,12319,7.31,7.2,4.64 +29642,0.35,Premium,F,VS2,62.0,59.0,706,4.51,4.55,2.81 +32613,0.33,Ideal,I,SI1,62.0,53.5,456,4.46,4.5,2.78 +36470,0.38,Ideal,G,VVS2,61.0,56.0,943,4.67,4.71,2.86 +19792,1.16,Very Good,G,VVS2,62.3,59.0,8361,6.69,6.72,4.18 +10322,1.03,Premium,D,SI2,62.5,54.0,4764,6.5,6.42,4.04 +34392,0.41,Very Good,F,VS2,62.8,58.0,863,4.69,4.73,2.96 +6852,1.0,Very Good,I,SI1,63.0,58.0,4125,6.3,6.33,3.98 +9795,1.01,Good,E,SI2,63.7,58.0,4666,6.32,6.36,4.04 +14673,1.32,Premium,I,SI2,58.4,60.0,5921,7.24,7.15,4.2 +46764,0.7,Very Good,I,SI2,63.5,56.0,1801,5.63,5.59,3.56 +47980,0.32,Ideal,E,SI1,62.1,54.0,532,4.4,4.42,2.74 +22771,1.53,Ideal,I,VS1,62.8,55.0,10796,7.4,7.35,4.63 +34989,0.34,Ideal,E,VS1,62.0,57.0,881,4.49,4.44,2.77 +30556,0.31,Premium,E,VS1,61.7,58.0,734,4.3,4.36,2.67 +11936,1.09,Premium,E,SI2,61.4,58.0,5127,6.67,6.63,4.08 +11068,0.34,Ideal,E,SI1,62.0,57.0,596,4.46,4.48,2.77 +47666,0.34,Ideal,G,SI1,61.9,55.5,531,4.49,4.54,2.79 +19169,1.25,Premium,D,SI1,62.4,58.0,7924,6.89,6.83,4.28 +34358,0.3,Very Good,G,IF,62.6,56.0,863,4.27,4.29,2.68 +37088,0.41,Ideal,E,SI1,62.1,54.0,969,4.81,4.76,2.97 +50821,0.71,Ideal,E,SI1,62.0,56.0,2308,5.72,5.77,3.56 +14092,1.1,Premium,F,SI1,59.5,59.0,5717,6.7,6.77,4.01 +26165,1.52,Ideal,E,VS2,62.4,55.0,15488,7.42,7.32,4.6 +27901,0.4,Good,G,SI1,63.4,58.0,655,4.66,4.71,2.97 +7378,0.76,Premium,F,IF,60.6,60.0,4223,5.85,5.89,3.56 +12597,1.08,Very Good,H,SI1,63.4,57.0,5286,6.54,6.51,4.14 +14440,1.14,Ideal,H,VS2,61.6,56.0,5831,6.68,6.72,4.13 +42751,0.51,Very Good,H,VS1,62.5,58.0,1343,5.09,5.12,3.19 +11701,0.34,Premium,E,SI1,60.7,60.0,596,4.48,4.51,2.73 +43189,0.51,Very Good,E,VS2,60.2,62.0,1393,5.16,5.27,3.14 +37547,0.39,Ideal,D,VS1,61.8,54.0,988,4.69,4.73,2.91 +33036,0.32,Ideal,G,VVS1,61.7,56.0,814,4.4,4.42,2.72 +30731,0.32,Ideal,E,VS1,62.2,54.0,739,4.39,4.42,2.74 +48445,0.51,Ideal,G,VVS2,61.8,56.0,1974,5.16,5.1,3.17 +42798,0.5,Very Good,G,VS2,60.9,58.0,1351,5.08,5.1,3.1 +43383,0.55,Ideal,F,SI1,62.4,55.0,1410,5.23,5.28,3.28 +28303,0.32,Ideal,I,SI1,60.7,57.0,432,4.42,4.47,2.7 +13007,1.19,Ideal,D,SI2,60.4,55.0,5406,6.89,6.91,4.17 +9450,1.0,Very Good,D,SI2,62.8,58.0,4595,6.29,6.39,3.98 +31298,0.32,Ideal,D,VS2,62.7,54.0,758,4.36,4.38,2.74 +28984,0.31,Ideal,D,VS2,59.4,57.0,685,4.45,4.5,2.66 +10743,1.05,Very Good,E,SI2,62.3,56.0,4851,6.47,6.54,4.05 +22029,0.39,Ideal,E,SI1,61.1,55.0,628,4.74,4.75,2.9 +23244,1.5,Premium,F,VS2,61.1,59.0,11255,7.37,7.35,4.5 +14376,0.3,Ideal,H,VVS2,61.5,56.0,605,4.33,4.35,2.67 +9062,1.0,Fair,E,SI2,65.2,59.0,4516,6.28,6.27,4.09 +6240,1.06,Premium,I,SI2,58.4,58.0,4007,6.7,6.65,3.9 +25416,2.36,Ideal,H,SI2,61.8,56.0,14146,8.57,8.53,5.28 +44613,0.53,Ideal,E,SI1,62.0,56.0,1607,5.19,5.17,3.21 +131,0.77,Ideal,H,VS2,62.0,56.0,2763,5.89,5.86,3.64 +20051,0.31,Premium,G,VS1,61.2,60.0,625,4.37,4.39,2.68 +48771,0.53,Ideal,E,VS1,61.6,55.6,2019,5.19,5.24,3.22 +44697,0.57,Ideal,G,VS2,60.7,55.0,1613,5.41,5.39,3.28 +24284,1.54,Premium,G,VS2,59.8,58.0,12522,7.45,7.49,4.47 +2274,0.8,Ideal,D,SI2,61.9,54.0,3154,6.0,5.95,3.7 +21377,0.31,Ideal,D,VS2,62.1,54.0,626,4.36,4.4,2.72 +20603,1.5,Ideal,I,SI1,61.8,57.0,8907,7.3,7.34,4.53 +52748,0.71,Ideal,H,VS1,62.4,56.0,2559,5.66,5.71,3.55 +30390,0.33,Ideal,H,VVS1,62.1,53.0,730,4.47,4.51,2.79 +51667,0.7,Ideal,H,VS2,62.4,56.0,2398,5.63,5.72,3.54 +17917,1.2,Ideal,H,VS2,62.4,56.6,7235,6.74,6.8,4.22 +34650,0.31,Ideal,E,VS2,62.0,55.0,872,4.37,4.34,2.7 +42977,0.41,Premium,E,VVS1,60.7,58.0,1367,4.8,4.86,2.93 +1721,0.32,Ideal,G,VS2,61.4,55.0,561,4.4,4.46,2.72 +32701,0.31,Ideal,F,VS2,62.0,56.0,802,4.39,4.35,2.71 +24422,1.5,Very Good,G,VS2,62.5,59.0,12672,7.23,7.27,4.53 +34771,0.41,Ideal,D,SI2,61.0,56.0,876,4.83,4.78,2.93 +45645,0.25,Ideal,G,VVS2,62.1,56.0,525,4.02,4.05,2.5 +23589,1.57,Very Good,H,VS1,62.8,60.0,11605,7.36,7.44,4.65 +24379,0.31,Ideal,E,VS1,60.1,55.0,638,4.42,4.53,2.69 +8233,0.93,Premium,F,SI1,62.3,58.0,4373,6.18,6.22,3.86 +24783,1.5,Ideal,G,VS2,62.2,54.0,13154,7.39,7.34,4.58 +44078,0.51,Very Good,F,VS2,63.1,59.0,1552,5.1,5.04,3.2 +50435,0.77,Very Good,I,VS2,63.4,58.0,2262,5.81,5.74,3.66 +28286,0.33,Ideal,J,SI2,62.4,54.0,366,4.43,4.45,2.77 +11295,1.0,Very Good,H,VS2,59.6,59.0,4978,6.47,6.54,3.88 +23644,1.45,Very Good,F,VS2,62.6,58.0,11667,7.12,7.2,4.48 +14639,1.13,Ideal,H,SI1,61.9,60.0,5911,6.63,6.65,4.11 +46731,0.51,Ideal,E,VS2,61.2,57.0,1795,5.13,5.16,3.15 +7809,0.85,Very Good,F,VS1,62.0,55.0,4293,6.08,6.14,3.78 +17374,0.32,Premium,G,SI1,62.8,56.0,612,4.36,4.34,2.73 +537,0.7,Very Good,D,SI1,62.3,59.0,2827,5.67,5.7,3.54 +30196,0.42,Premium,E,SI1,61.5,58.0,722,4.78,4.84,2.96 +7578,1.0,Very Good,F,SI2,62.9,56.0,4255,6.36,6.42,4.02 +15678,1.32,Ideal,J,VS2,62.3,57.0,6288,6.96,7.0,4.35 +29260,0.31,Ideal,G,VS2,61.4,57.0,698,4.45,4.35,2.7 +45993,0.7,Fair,E,SI2,58.7,68.0,1723,5.77,5.72,3.37 +16258,1.24,Ideal,F,SI2,61.4,58.0,6503,6.85,6.9,4.22 +42980,0.41,Ideal,G,IF,62.4,54.0,1367,4.74,4.78,2.97 +18785,1.75,Ideal,H,I1,61.6,56.0,7680,7.73,7.75,4.77 +38140,0.3,Premium,G,VVS1,62.8,58.0,1013,4.3,4.27,2.69 +51777,0.7,Ideal,F,SI1,62.6,55.0,2410,5.67,5.7,3.56 +29431,0.42,Premium,D,SI2,62.1,59.0,700,4.78,4.82,2.98 +28917,0.3,Premium,G,VVS2,62.0,58.0,684,4.26,4.29,2.65 +37118,0.44,Good,F,SI1,63.8,54.0,970,4.85,4.8,3.08 +42244,0.52,Ideal,D,SI2,61.2,57.0,1292,5.2,5.22,3.19 +27217,1.89,Ideal,H,VS1,61.6,56.0,17553,7.92,7.95,4.89 +2308,0.73,Ideal,H,VS2,61.0,56.0,3164,5.83,5.88,3.57 +32164,0.28,Ideal,F,IF,62.6,53.0,787,4.18,4.19,2.62 +30796,0.41,Ideal,I,VS2,62.0,57.0,742,4.74,4.77,2.95 +37888,0.47,Ideal,H,VS2,62.0,54.0,1006,4.99,5.01,3.1 +24338,1.74,Ideal,H,SI1,61.9,55.0,12605,7.71,7.74,4.78 +3154,0.71,Very Good,D,VS1,62.5,58.0,3333,5.68,5.71,3.56 +2294,0.63,Ideal,E,VVS1,62.4,56.0,3161,5.48,5.52,3.43 +18491,1.01,Good,G,VVS2,63.2,59.0,7528,6.34,6.38,4.02 +16649,1.22,Very Good,G,SI1,61.8,58.0,6656,6.82,6.88,4.23 +15179,1.01,Premium,F,VS2,62.7,58.0,6097,6.4,6.39,4.01 +17175,1.19,Ideal,D,SI1,62.0,57.0,6857,6.77,6.82,4.21 +21453,1.49,Very Good,H,VS2,62.7,60.0,9552,7.24,7.31,4.56 +16986,1.21,Ideal,H,VS1,62.7,56.0,6784,6.79,6.84,4.27 +50673,0.34,Ideal,D,IF,59.8,57.0,2287,4.57,4.59,2.74 +47420,0.57,Ideal,E,VS2,61.6,56.0,1851,5.33,5.38,3.3 +4757,0.96,Fair,F,SI2,65.2,58.0,3688,6.14,6.12,3.99 +20243,1.13,Ideal,F,VS1,61.1,56.0,8674,6.7,6.79,4.12 +38975,0.4,Ideal,E,VS1,61.2,57.0,1053,4.74,4.77,2.91 +44273,0.52,Ideal,E,VS2,61.7,57.0,1576,5.1,5.17,3.17 +47241,0.51,Good,E,VS1,61.3,63.0,1841,5.11,5.16,3.15 +42647,0.4,Ideal,E,VVS1,62.6,56.0,1333,4.7,4.73,2.95 +24568,2.03,Premium,J,SI1,62.1,59.0,12862,8.06,8.12,5.02 +11833,1.3,Premium,H,SI2,61.3,58.0,5096,6.99,6.95,4.27 +51108,0.7,Very Good,D,SI2,61.4,58.0,2337,5.7,5.74,3.51 +49541,0.7,Fair,E,SI1,65.1,56.0,2125,5.49,5.41,3.55 +31129,0.31,Very Good,H,VVS1,58.5,59.0,755,4.45,4.5,2.62 +15783,1.0,Good,E,VS2,64.1,54.0,6315,6.26,6.31,4.03 +19829,1.51,Ideal,I,SI1,59.4,61.0,8396,7.52,7.46,4.45 +3899,0.89,Premium,H,VS1,60.5,59.0,3489,6.22,6.17,3.75 +14035,1.07,Ideal,E,SI2,61.5,56.0,5704,6.61,6.58,4.06 +32058,0.33,Premium,I,VVS1,61.9,60.0,780,4.44,4.41,2.74 +9624,0.9,Premium,G,VS2,61.7,57.0,4637,6.21,6.11,3.8 +42256,0.52,Good,D,SI2,63.7,55.0,1293,5.11,5.1,3.25 +50614,0.25,Very Good,D,VS2,61.1,60.0,399,4.07,4.11,2.5 +13062,1.03,Ideal,E,SI1,62.0,55.0,5411,6.46,6.5,4.02 +47830,0.63,Premium,F,VS2,61.5,59.0,1905,5.53,5.5,3.39 +2279,0.8,Very Good,G,VS1,59.5,63.0,3158,6.11,6.05,3.61 +48672,0.5,Very Good,F,VVS2,61.9,56.0,2003,5.09,5.12,3.16 +9994,1.0,Premium,E,SI2,61.7,58.0,4704,6.39,6.34,3.93 +27351,2.08,Ideal,I,VS2,62.0,56.0,17916,8.16,8.18,5.06 +35174,0.31,Ideal,G,IF,61.4,56.0,891,4.38,4.41,2.7 +22269,1.23,Ideal,G,VVS2,62.7,56.0,10317,6.81,6.84,4.28 +33150,0.31,Premium,G,VVS1,61.2,59.0,816,4.32,4.34,2.65 +9897,0.9,Good,H,VS2,58.2,59.0,4685,6.36,6.33,3.69 +1860,0.8,Ideal,F,SI2,62.5,56.0,3066,5.94,5.99,3.73 +52758,0.71,Very Good,H,VS1,63.9,60.0,2562,5.54,5.6,3.56 +978,0.81,Very Good,E,SI2,62.4,57.0,2894,5.91,5.99,3.71 +46589,0.53,Ideal,E,VS2,60.9,56.0,1786,5.27,5.28,3.21 +31342,0.43,Very Good,D,SI1,62.9,56.0,760,4.78,4.83,3.02 +40008,0.41,Premium,F,VS2,62.8,58.0,1107,4.73,4.69,2.96 +37363,0.4,Premium,G,VVS2,61.1,58.0,982,4.74,4.76,2.9 +42354,0.32,Ideal,E,IF,61.2,57.0,1300,4.4,4.43,2.7 +48430,0.7,Ideal,H,SI2,63.1,54.0,1973,5.64,5.68,3.57 +39293,0.3,Ideal,H,VS2,62.3,54.0,491,4.31,4.36,2.7 +34265,0.31,Very Good,J,SI1,63.5,55.0,465,4.33,4.3,2.74 +9728,1.12,Premium,F,SI2,60.5,59.0,4654,6.79,6.73,4.09 +43610,0.34,Ideal,G,SI1,61.2,57.0,507,4.53,4.56,2.78 +46152,0.5,Premium,G,VS1,59.4,60.0,1746,5.17,5.13,3.06 +39304,0.44,Ideal,H,SI1,61.9,56.0,1069,4.91,4.87,3.03 +16410,1.0,Good,F,VS1,57.8,59.0,6552,6.57,6.59,3.8 +7029,0.83,Ideal,D,SI1,61.9,56.0,4159,6.01,6.04,3.73 +36610,0.32,Ideal,D,SI2,61.8,55.0,477,4.38,4.42,2.72 +4709,0.9,Ideal,F,SI2,62.3,57.0,3679,6.19,6.17,3.85 +6224,1.0,Very Good,E,SI2,58.8,62.0,4004,6.5,6.53,3.83 +12625,1.0,Fair,F,SI1,64.8,59.0,5292,6.29,6.24,4.06 +40931,0.3,Ideal,E,SI1,62.3,57.0,499,4.29,4.31,2.68 +5290,1.16,Ideal,I,SI2,62.4,55.0,3800,6.76,6.69,4.2 +41009,0.58,Ideal,H,SI1,61.6,57.0,1184,5.34,5.38,3.3 +1303,0.75,Ideal,D,SI1,62.3,57.0,2954,5.8,5.83,3.62 +2295,0.71,Premium,D,VS2,62.4,59.0,3161,5.73,5.68,3.56 +35997,0.42,Very Good,G,VS1,59.4,59.0,921,4.86,4.9,2.9 +17186,1.11,Premium,F,VS2,62.7,59.0,6863,6.58,6.62,4.14 +8781,1.0,Premium,H,SI1,62.7,60.0,4469,6.3,6.24,3.93 +40536,0.39,Ideal,F,VVS1,61.7,57.0,1148,4.68,4.71,2.89 +35430,0.32,Ideal,E,VS2,61.4,56.0,900,4.43,4.4,2.71 +41312,0.55,Good,G,SI1,63.6,61.0,1213,5.22,5.16,3.3 +8487,1.15,Very Good,H,SI2,61.4,58.0,4418,6.7,6.75,4.13 +33373,0.41,Very Good,G,VS2,61.7,61.0,827,4.7,4.74,2.91 +17586,1.14,Premium,G,VS2,60.9,57.0,7079,6.79,6.73,4.12 +13764,1.35,Good,I,VS2,59.2,65.0,5610,7.18,7.13,4.23 +4312,0.9,Very Good,H,SI1,61.9,59.0,3595,6.17,6.21,3.83 +3350,0.91,Premium,E,SI2,58.5,60.0,3379,6.34,6.31,3.7 +40182,0.51,Good,H,SI1,63.7,56.0,1119,5.07,5.1,3.24 +46628,0.3,Ideal,H,VS1,62.2,57.0,526,4.28,4.3,2.67 +35757,0.33,Very Good,F,VVS1,62.0,56.0,912,4.43,4.46,2.75 +19997,1.54,Very Good,I,VS2,62.0,58.0,8537,7.38,7.43,4.59 +33315,0.35,Ideal,D,SI1,61.6,57.0,827,4.55,4.54,2.8 +52007,0.81,Ideal,I,VS2,62.4,54.8,2444,5.98,6.01,3.75 +22081,1.31,Ideal,G,VS1,61.9,56.0,10099,7.03,7.13,4.38 +36047,0.31,Ideal,G,IF,62.7,57.0,924,4.31,4.34,2.71 +28829,0.41,Very Good,E,SI2,62.8,57.0,683,4.7,4.73,2.96 +24572,1.5,Good,E,SI1,64.2,55.0,12870,7.22,7.17,4.62 +39171,0.35,Premium,D,VS2,59.7,58.0,1063,4.61,4.57,2.74 +35672,0.4,Good,G,VS2,62.8,54.4,909,4.67,4.7,2.94 +30662,0.4,Ideal,E,SI1,61.8,56.0,737,4.71,4.74,2.92 +15615,1.0,Very Good,G,VS1,62.4,60.0,6263,6.37,6.39,3.98 +18192,1.09,Very Good,G,VS1,62.5,58.0,7378,6.49,6.59,4.09 +15075,1.03,Ideal,F,SI1,61.3,56.0,6059,6.51,6.55,4.0 +28624,0.33,Ideal,H,SI2,61.1,57.0,433,4.46,4.48,2.73 +3489,0.9,Good,I,VS2,62.5,59.0,3398,6.06,6.13,3.81 +36435,0.31,Ideal,D,VS2,61.5,56.0,942,4.37,4.35,2.68 +33988,0.42,Premium,H,VS1,61.6,58.0,847,4.79,4.82,2.96 +37049,0.31,Ideal,E,VS1,61.2,55.0,967,4.42,4.4,2.7 +53747,0.71,Very Good,D,SI1,61.1,56.0,2724,5.74,5.78,3.52 +7387,0.33,Very Good,H,VS1,59.7,59.0,579,4.52,4.53,2.7 +5235,0.9,Very Good,F,SI2,62.4,59.0,3787,6.1,6.17,3.83 +16706,0.3,Premium,H,SI1,61.2,60.0,421,4.29,4.31,2.63 +21128,1.58,Premium,F,SI2,62.3,60.0,9290,7.42,7.38,4.61 +5378,0.34,Premium,I,SI1,61.3,61.0,574,4.49,4.45,2.74 +26298,1.7,Ideal,G,VS2,61.3,57.0,15797,7.6,7.67,4.68 +45683,0.5,Ideal,F,VS1,61.6,57.0,1695,5.07,5.09,3.13 +24831,1.53,Very Good,G,VS1,60.3,59.0,13228,7.52,7.58,4.55 +36747,0.33,Ideal,F,VVS1,61.8,57.0,955,4.44,4.46,2.75 +11622,1.01,Premium,H,VS2,62.6,61.0,5050,6.33,6.29,3.95 +36769,0.34,Ideal,E,VS2,62.1,54.0,956,4.52,4.5,2.8 +52685,0.7,Ideal,F,SI1,60.6,56.0,2551,5.72,5.79,3.49 +2313,0.73,Good,F,VVS2,58.2,63.0,3166,5.87,6.01,3.46 +7002,1.0,Good,I,VS2,59.7,64.0,4155,6.51,6.45,3.87 +34427,0.3,Ideal,G,IF,62.3,56.0,863,4.29,4.32,2.68 +36010,0.39,Good,F,SI1,63.6,58.0,921,4.65,4.6,2.94 +9209,1.02,Very Good,H,SI1,63.7,55.0,4552,6.31,6.38,4.04 +5883,1.02,Ideal,H,SI2,61.6,56.0,3927,6.47,6.51,4.0 +9578,1.35,Fair,G,SI2,66.0,58.0,4627,6.89,6.81,4.52 +13188,1.21,Very Good,J,VS1,62.6,57.0,5452,6.71,6.8,4.23 +34058,0.36,Premium,D,SI1,61.4,58.0,851,4.59,4.56,2.81 +15679,1.09,Ideal,H,VS2,61.3,56.0,6288,6.57,6.63,4.05 +51472,0.7,Very Good,H,VS2,62.7,59.0,2377,5.59,5.64,3.52 +35244,0.4,Very Good,F,VS1,63.1,56.0,895,4.68,4.7,2.96 +26603,2.07,Ideal,I,SI2,62.0,55.0,16337,8.22,8.12,5.07 +23584,2.0,Fair,H,SI2,65.2,55.0,11600,7.9,7.85,5.13 +37558,0.31,Premium,G,IF,61.6,55.0,988,4.42,4.38,2.71 +43818,0.51,Ideal,E,SI1,62.0,55.0,1443,5.14,5.12,3.18 +3596,0.9,Good,J,VS2,62.3,64.0,3423,6.09,6.17,3.82 +28463,0.32,Very Good,H,VVS1,61.2,57.0,672,4.39,4.42,2.69 +36802,0.3,Premium,G,IF,61.0,62.0,956,4.34,4.32,2.64 +29503,0.4,Very Good,G,SI1,60.0,63.0,702,4.76,4.8,2.87 +30260,0.4,Very Good,E,SI1,63.0,57.0,725,4.68,4.71,2.96 +17653,1.1,Ideal,G,VS1,61.5,57.0,7111,6.65,6.62,4.08 +4408,0.31,Ideal,D,SI1,62.6,57.0,571,4.3,4.32,2.7 +52195,0.7,Premium,G,VS2,61.8,60.0,2479,5.66,5.63,3.49 +23318,1.7,Premium,I,VS2,61.7,59.0,11360,7.68,7.63,4.72 +9172,1.0,Very Good,D,SI2,59.5,62.0,4543,6.49,6.52,3.87 +46434,0.59,Very Good,H,VVS2,61.1,57.0,1771,5.39,5.48,3.32 +13979,1.27,Very Good,J,VS1,63.4,60.0,5690,6.85,6.8,4.33 +4452,0.9,Ideal,F,SI2,61.9,56.0,3619,6.18,6.23,3.84 +18058,0.34,Ideal,G,VS2,60.8,56.0,616,4.53,4.55,2.76 +23568,2.09,Good,J,VS2,57.2,64.0,11576,8.51,8.46,4.85 +36754,0.33,Ideal,F,VVS1,61.8,57.0,955,4.43,4.47,2.75 +10719,0.31,Ideal,D,SI2,62.3,56.0,593,4.38,4.35,2.72 +43493,0.51,Premium,F,SI1,60.5,59.0,1421,5.18,5.13,3.12 +43352,0.5,Good,E,VS2,63.3,56.0,1407,5.11,5.03,3.21 +27173,2.0,Premium,I,VS1,61.1,58.0,17436,8.11,8.08,4.95 +3683,0.51,Ideal,D,IF,62.1,55.0,3446,5.12,5.13,3.19 +11633,1.0,Very Good,E,SI1,63.1,57.0,5051,6.36,6.39,4.02 +47364,0.54,Ideal,H,VVS1,60.4,55.0,1846,5.27,5.32,3.2 +38398,0.39,Premium,D,VS2,61.3,58.0,1024,4.73,4.7,2.89 +468,0.8,Ideal,H,SI1,61.0,57.0,2818,6.07,6.0,3.68 +11086,1.21,Fair,E,SI2,65.6,59.0,4926,6.62,6.56,4.32 +9360,1.0,Good,F,SI1,63.6,62.0,4586,6.3,6.24,3.99 +42797,0.63,Premium,F,SI2,60.3,61.0,1351,5.55,5.5,3.33 +20387,0.31,Premium,F,VS2,62.0,60.0,625,4.3,4.34,2.68 +5342,1.02,Good,F,SI2,63.3,61.0,3811,6.28,6.32,3.99 +53115,0.78,Ideal,H,SI1,61.1,57.0,2616,5.9,5.94,3.62 +19864,1.22,Premium,F,VS2,59.8,59.0,8417,6.96,6.92,4.15 +48567,0.72,Premium,I,VS2,61.1,61.0,1991,5.79,5.74,3.52 +37923,0.23,Very Good,E,VVS1,61.0,58.0,485,3.99,4.01,2.44 +45771,0.52,Ideal,D,VS1,60.9,56.0,1707,5.17,5.21,3.16 +31854,0.3,Ideal,H,VVS2,61.2,57.0,776,4.32,4.31,2.64 +1097,1.0,Fair,H,SI2,65.2,54.0,2912,6.3,6.22,4.08 +16733,0.4,Very Good,E,SI2,61.6,55.0,611,4.75,4.83,2.95 +40220,0.4,Ideal,G,VVS1,62.4,57.0,1123,4.74,4.78,2.97 +18686,1.53,Good,E,SI2,57.1,56.0,7643,7.69,7.65,4.38 +20499,1.22,Ideal,G,VS1,62.6,54.4,8830,6.77,6.83,4.26 +37112,0.5,Fair,I,VS1,66.9,56.0,969,4.85,4.81,3.23 +11292,1.01,Premium,H,SI1,60.4,60.0,4977,6.55,6.47,3.93 +20714,0.31,Ideal,G,VS1,61.4,56.0,625,4.36,4.37,2.68 +41037,0.41,Ideal,E,VVS2,61.9,56.0,1187,4.75,4.78,2.95 +49493,0.56,Ideal,E,VS1,61.8,56.0,2117,5.33,5.28,3.28 +11964,1.0,Very Good,H,VS2,63.3,53.0,5139,0.0,0.0,0.0 +45768,0.53,Ideal,D,SI1,61.2,57.0,1706,5.24,5.19,3.19 +48343,0.58,Ideal,H,VVS1,62.1,53.6,1961,5.35,5.38,3.34 +32422,0.41,Ideal,D,SI1,60.8,57.0,791,4.8,4.84,2.93 +48415,0.65,Premium,F,VS2,59.6,58.0,1970,5.65,5.62,3.36 +24553,1.28,Ideal,F,VVS2,62.2,56.0,12841,6.95,6.91,4.32 +3071,0.7,Good,D,VVS2,63.6,57.0,3312,5.61,5.58,3.56 +49211,0.55,Ideal,E,VS1,61.1,55.0,2079,5.33,5.3,3.25 +28743,0.31,Ideal,E,VS2,61.8,55.0,680,4.33,4.35,2.68 +53017,0.71,Good,G,VS2,64.0,55.0,2599,5.65,5.67,3.62 +28333,0.33,Premium,G,VS1,62.4,59.0,666,4.41,4.47,2.77 +47063,0.52,Very Good,E,VS1,62.6,56.0,1822,5.11,5.14,3.21 +43251,0.42,Ideal,G,IF,62.7,56.0,1400,4.76,4.77,2.99 +21637,1.63,Premium,I,SI1,61.7,58.0,9730,7.54,7.51,4.64 +8273,0.9,Very Good,D,SI1,62.7,56.0,4381,6.12,6.16,3.85 +13835,1.2,Very Good,F,SI1,63.1,58.0,5638,6.75,6.68,4.24 +46365,0.54,Ideal,G,VS1,62.2,56.0,1760,5.23,5.19,3.24 +46135,0.54,Good,F,VS2,64.2,53.8,1745,5.12,5.19,3.31 +12670,1.07,Ideal,G,SI1,62.2,57.0,5303,6.59,6.56,4.09 +25936,2.0,Premium,H,SI1,62.0,56.0,15096,8.05,7.94,4.96 +25971,1.51,Ideal,G,VVS2,60.5,56.0,15164,7.42,7.45,4.5 +24134,1.52,Premium,E,SI1,62.5,59.0,12305,7.26,7.33,4.56 +37908,0.41,Ideal,F,VS1,62.1,56.0,1007,4.74,4.76,2.95 +29454,0.38,Very Good,H,SI2,63.4,57.0,702,4.63,4.58,2.92 +30465,0.31,Very Good,D,SI1,63.4,58.0,732,4.35,4.32,2.75 +10070,0.32,Premium,H,SI1,62.6,55.0,591,4.38,4.37,2.74 +40353,0.43,Premium,G,VVS2,62.2,55.0,1129,4.84,4.81,3.0 +10428,1.09,Ideal,H,SI1,62.4,55.0,4784,6.59,6.68,4.14 +43009,0.57,Very Good,G,SI1,63.4,57.0,1369,5.26,5.21,3.32 +38509,0.5,Ideal,I,SI1,59.8,59.0,1031,5.18,5.15,3.09 +30805,0.4,Good,D,VS1,64.0,55.0,742,4.67,4.7,3.0 +29068,0.4,Very Good,E,SI1,63.0,57.0,687,4.65,4.68,2.94 +2141,0.84,Very Good,E,SI2,62.1,58.0,3125,6.02,6.09,3.76 +34589,0.37,Ideal,D,VS1,61.8,56.0,872,4.61,4.64,2.86 +13583,1.04,Very Good,D,SI1,63.4,55.0,5557,6.41,6.46,4.08 +8879,0.9,Very Good,H,VVS1,63.5,57.0,4485,6.02,6.07,3.84 +17002,1.01,Ideal,F,VS2,61.9,55.0,6787,6.47,6.45,4.0 +30314,0.4,Ideal,D,SI1,61.3,57.0,726,4.74,4.79,2.92 +29434,0.42,Very Good,D,SI2,60.8,59.0,700,4.77,4.83,2.92 +7693,1.08,Very Good,I,SI1,60.5,60.0,4276,6.61,6.67,4.02 +6025,1.0,Good,D,SI2,64.3,53.0,3965,6.34,6.29,4.06 +33418,0.32,Very Good,H,VVS2,63.4,56.0,828,4.37,4.34,2.76 +1013,0.8,Premium,F,SI1,62.7,58.0,2901,5.91,5.93,3.71 +42829,0.46,Premium,E,VS1,62.0,58.0,1355,4.98,4.95,3.08 +7410,0.33,Very Good,E,SI1,60.6,60.0,579,4.41,4.44,2.68 +46614,0.51,Very Good,D,VS2,60.5,60.0,1787,5.16,5.19,3.13 +50619,0.31,Ideal,J,VS2,62.1,53.6,400,4.36,4.39,2.72 +23555,1.51,Very Good,E,SI1,63.1,58.0,11565,7.28,7.23,4.58 +30520,0.35,Very Good,H,VVS1,61.1,56.0,733,4.54,4.57,2.78 +45106,0.54,Premium,F,VS1,61.8,59.0,1649,5.16,5.23,3.21 +722,0.26,Ideal,E,VS1,62.1,56.0,556,4.09,4.12,2.55 +18174,1.0,Very Good,E,VS1,59.4,56.0,7367,6.53,6.56,3.89 +46770,0.52,Ideal,D,VS2,61.9,55.0,1802,5.19,5.21,3.22 +47165,0.46,Ideal,E,VS1,61.7,56.0,1834,4.95,5.0,3.07 +20839,2.28,Good,J,SI2,63.6,57.0,9068,8.37,8.32,5.31 +36921,0.41,Premium,G,VS1,62.3,56.0,961,4.8,4.77,2.98 +52560,0.7,Premium,G,VS1,61.4,59.0,2535,5.74,5.59,3.51 +10817,1.05,Ideal,F,SI2,62.7,54.0,4866,6.5,6.54,4.09 +16278,1.51,Ideal,I,VS2,60.7,57.0,6511,7.42,7.35,4.48 +34843,0.3,Ideal,G,VVS2,60.6,57.0,878,4.35,4.33,2.63 +24378,0.3,Ideal,G,VVS2,61.1,58.0,638,4.33,4.35,2.65 +40195,0.41,Ideal,G,VS1,61.1,55.0,1121,4.79,4.83,2.94 +22440,1.53,Very Good,H,SI1,61.0,61.0,10468,7.4,7.45,4.53 +36611,0.32,Ideal,D,SI2,61.7,55.0,477,4.38,4.4,2.71 +45274,0.54,Very Good,F,VS2,59.4,57.0,1662,5.29,5.35,3.16 +51139,0.51,Premium,F,VVS1,62.6,57.0,2341,5.1,5.06,3.18 +23416,1.5,Ideal,F,SI1,62.0,53.0,11405,7.32,7.29,4.53 +25549,1.51,Ideal,G,VS1,60.6,57.0,14375,7.38,7.48,4.5 +27306,2.01,Good,G,SI1,63.9,60.0,17804,7.81,7.75,4.97 +44210,0.51,Ideal,D,SI1,61.9,54.0,1569,5.14,5.2,3.19 +52201,0.54,Ideal,E,VVS2,61.9,54.5,2479,5.22,5.25,3.23 +9163,1.06,Ideal,G,SI2,62.2,55.0,4541,6.56,6.53,4.07 +1445,0.83,Premium,G,SI1,61.6,59.0,2975,6.02,5.99,3.7 +8764,1.0,Good,G,SI1,62.5,62.0,4466,6.32,6.36,3.96 +14568,1.04,Premium,F,SI1,59.5,60.0,5882,6.62,6.59,3.93 +30568,0.31,Ideal,D,VS2,61.8,55.0,734,4.33,4.37,2.69 +29556,0.4,Ideal,H,SI1,62.1,55.0,705,4.73,4.77,2.95 +31575,0.4,Ideal,F,VS2,62.3,54.0,767,4.74,4.77,2.96 +51163,0.59,Ideal,F,VVS2,61.2,56.0,2345,5.45,5.43,3.33 +9032,0.27,Ideal,I,VVS2,61.2,56.0,587,4.18,4.2,2.56 +23429,1.58,Ideal,H,VS2,63.0,56.0,11419,7.39,7.46,4.68 +30542,0.31,Premium,D,VS2,62.6,59.0,734,4.3,4.33,2.7 +30681,0.4,Ideal,E,SI1,62.2,55.0,737,4.71,4.75,2.94 +6490,1.01,Good,G,SI2,63.7,59.0,4060,6.31,6.38,4.04 +44718,0.62,Very Good,I,VVS2,61.3,58.8,1615,5.48,5.52,3.37 +45843,0.5,Good,G,VVS2,63.8,56.0,1715,5.03,5.06,3.22 +37588,0.44,Ideal,G,SI1,62.7,57.0,990,4.85,4.82,3.03 +43417,0.57,Ideal,D,SI2,61.4,56.0,1413,5.33,5.38,3.29 +2900,0.92,Premium,F,SI2,58.9,59.0,3282,6.38,6.35,3.75 +1825,0.79,Premium,D,SI1,61.4,59.0,3058,5.96,5.89,3.64 +19572,1.07,Ideal,D,VS2,62.5,57.0,8202,6.48,6.51,4.06 +24114,2.03,Premium,J,SI2,62.7,59.0,12268,8.02,8.08,5.05 +26354,0.32,Very Good,G,VS1,62.8,59.0,645,4.33,4.37,2.73 +6982,1.03,Premium,H,SI2,62.3,59.0,4153,6.46,6.42,4.01 +43947,0.32,Ideal,E,SI1,62.2,54.0,516,4.38,4.4,2.73 +4404,0.31,Premium,I,VVS1,61.0,58.0,571,4.33,4.39,2.66 +27739,2.05,Ideal,G,SI1,61.9,57.0,18787,8.1,8.16,5.03 +26910,2.49,Ideal,J,SI1,63.8,54.0,16915,8.56,8.49,5.45 +20086,1.37,Premium,H,VS2,62.5,59.0,8562,7.12,7.05,4.43 +11301,1.54,Premium,H,I1,62.0,60.0,4980,7.32,7.4,4.56 +1037,0.91,Very Good,J,SI1,63.5,58.0,2905,6.17,6.12,3.9 +4954,1.01,Fair,H,VS2,65.2,56.0,3733,6.23,6.19,4.05 +44741,0.47,Ideal,G,VVS2,62.2,53.0,1618,5.0,5.04,3.12 +23238,1.71,Premium,G,SI2,60.9,58.0,11248,7.68,7.72,4.69 +3347,0.62,Ideal,G,IF,60.3,57.0,3378,5.54,5.61,3.35 +41387,0.42,Ideal,F,VVS2,61.3,57.0,1221,4.82,4.8,2.95 +15965,1.0,Very Good,G,VS2,63.8,58.0,6389,6.31,6.35,4.04 +32549,0.27,Ideal,D,VVS2,62.3,57.0,799,4.15,4.13,2.58 +8587,0.9,Very Good,D,SI1,60.9,57.0,4438,6.22,6.26,3.8 +26470,2.03,Very Good,J,VVS2,63.2,60.0,16043,7.94,7.88,5.0 +52799,0.55,Ideal,F,VVS1,62.2,57.0,2569,5.25,5.27,3.27 +51295,0.72,Ideal,H,SI1,62.0,57.0,2361,5.73,5.76,3.56 +44198,0.51,Ideal,D,SI1,61.7,55.0,1569,5.11,5.16,3.17 +1874,0.7,Very Good,G,VVS1,63.1,56.0,3073,5.64,5.67,3.57 +45606,0.71,Fair,G,SI2,65.6,56.0,1691,5.54,5.49,3.63 +47393,0.54,Ideal,E,VS2,61.9,57.0,1847,5.23,5.2,3.23 +8976,0.97,Very Good,G,SI1,61.0,59.0,4504,6.36,6.4,3.89 +13425,1.2,Good,F,SI2,59.0,60.0,5514,6.9,6.97,4.09 +6401,1.03,Premium,I,SI1,61.0,58.0,4038,6.52,6.47,3.96 +40741,0.54,Good,E,SI2,63.8,54.0,1163,5.17,5.18,3.3 +48071,0.56,Ideal,H,VVS1,60.0,56.0,1929,5.37,5.4,3.23 +29631,0.31,Very Good,I,VS2,61.5,55.0,442,4.34,4.36,2.68 +7959,1.0,Very Good,E,SI2,59.6,59.0,4321,6.48,6.51,3.87 +45500,0.54,Ideal,F,VS2,60.5,56.0,1680,5.27,5.29,3.2 +20043,0.42,Ideal,H,SI2,62.0,54.0,625,4.81,4.83,2.99 +34019,0.4,Very Good,I,VVS1,60.8,58.0,849,4.75,4.83,2.91 +83,0.26,Ideal,E,VVS2,62.9,58.0,554,4.02,4.06,2.54 +2801,1.04,Good,H,I1,63.9,58.0,3261,6.42,6.35,4.08 +26005,2.02,Ideal,J,VS1,61.9,58.0,15231,8.06,8.1,5.0 +42945,0.3,Premium,F,SI2,62.6,61.0,506,4.24,4.2,2.64 +16921,1.41,Premium,J,VS2,62.7,56.0,6754,7.2,7.16,4.5 +18786,1.0,Very Good,G,IF,62.2,61.0,7682,6.38,6.41,3.98 +9515,0.9,Premium,D,SI1,62.4,61.0,4612,6.17,6.13,3.84 +34333,0.3,Very Good,E,VVS1,62.1,57.0,862,4.27,4.3,2.66 +7033,0.91,Ideal,E,SI2,61.8,56.0,4160,6.19,6.27,3.85 +53050,0.7,Good,E,VS2,60.1,62.0,2606,5.77,5.74,3.46 +46432,0.54,Premium,F,VS1,60.0,59.0,1770,5.3,5.23,3.16 +9211,1.02,Premium,G,SI2,62.5,58.0,4552,6.43,6.4,4.01 +12438,1.0,Good,G,VS2,58.6,65.0,5242,6.61,6.53,3.85 +53733,0.8,Very Good,G,SI1,59.4,60.0,2723,6.03,6.06,3.59 +40848,0.38,Ideal,D,VVS1,62.0,57.0,1173,4.6,4.69,2.88 +5149,0.85,Ideal,G,SI1,62.1,56.0,3766,6.05,6.1,3.77 +25501,1.51,Ideal,F,VS2,62.8,56.0,14294,7.32,7.27,4.58 +9713,0.35,Very Good,F,SI1,61.0,55.0,590,4.6,4.63,2.81 +10271,1.01,Fair,D,SI1,66.9,54.0,4751,6.25,6.21,4.17 +17049,0.3,Ideal,F,VS1,62.1,55.0,612,4.31,4.35,2.69 +4415,0.75,Ideal,F,SI1,60.8,57.0,3610,5.87,5.9,3.58 +33887,0.3,Ideal,E,VS2,62.8,56.0,844,4.32,4.28,2.7 +14380,0.3,Very Good,G,VS1,62.2,59.0,605,4.24,4.28,2.65 +23265,1.41,Premium,E,VS2,61.3,58.0,11269,7.29,7.25,4.46 +39657,0.42,Ideal,H,VS1,62.0,57.0,1087,4.82,4.8,2.98 +6733,0.33,Premium,F,VS2,60.0,60.0,577,4.45,4.49,2.68 +924,0.7,Ideal,H,VVS1,62.0,55.0,2881,5.74,5.71,3.55 +47028,0.56,Ideal,H,VVS1,62.1,54.0,1819,5.28,5.31,3.29 +3604,0.91,Good,H,SI1,63.9,60.0,3425,6.13,6.08,3.9 +52835,0.84,Premium,E,SI2,62.4,58.0,2574,5.99,5.97,3.74 +29357,0.31,Very Good,G,VS2,63.1,58.0,698,4.35,4.3,2.73 +1706,0.74,Ideal,E,VS2,62.6,56.0,3036,5.73,5.81,3.61 +45309,0.3,Ideal,D,SI1,61.9,57.0,524,4.28,4.32,2.66 +29465,0.4,Premium,G,SI1,59.3,59.0,702,4.8,4.82,2.85 +30110,0.32,Premium,G,VS2,60.2,57.0,720,4.45,4.42,2.67 +47717,0.66,Ideal,G,SI1,61.7,55.0,1885,5.64,5.6,3.47 +41798,0.6,Very Good,E,SI2,63.2,60.0,1250,5.32,5.28,3.35 +21547,1.51,Premium,E,SI1,62.9,62.0,9647,7.31,7.21,4.57 +23805,1.65,Premium,G,SI1,61.0,58.0,11864,7.66,7.62,4.66 +12644,1.01,Very Good,G,VS2,63.1,55.0,5294,6.38,6.36,4.02 +33801,0.4,Very Good,F,VS2,62.9,57.0,842,4.69,4.72,2.96 +19798,1.09,Ideal,G,VVS2,60.6,57.0,8364,6.62,6.7,4.05 +29625,0.26,Very Good,H,VVS2,59.8,61.0,440,4.15,4.18,2.49 +26396,2.01,Premium,H,VS2,61.1,61.0,15908,8.14,8.09,4.96 +32923,0.44,Ideal,E,SI1,62.6,56.0,810,4.84,4.9,3.05 +34056,0.36,Premium,D,SI1,60.4,58.0,851,4.64,4.6,2.79 +42421,0.51,Premium,G,SI1,60.3,61.0,1312,5.19,5.12,3.11 +23665,1.57,Premium,H,VS1,62.8,60.0,11711,7.44,7.36,4.65 +37633,0.4,Premium,D,SI1,61.1,58.0,990,4.75,4.74,2.9 +47823,0.61,Ideal,D,SI1,61.4,56.0,1904,5.46,5.48,3.36 +35911,0.4,Ideal,I,VS1,61.9,55.0,919,4.74,4.77,2.94 +45514,0.64,Premium,E,SI1,61.2,62.0,1682,5.56,5.52,3.39 +33800,0.4,Premium,F,VS2,61.0,59.0,842,4.71,4.76,2.89 +42838,0.41,Premium,F,VVS1,62.1,56.0,1356,4.79,4.78,2.97 +24097,1.66,Ideal,H,VS2,60.1,59.0,12244,7.67,7.64,4.6 +45449,0.72,Good,H,SI2,64.1,58.0,1674,5.65,5.68,3.63 +31104,0.41,Ideal,I,VS1,61.8,53.0,753,4.81,4.84,2.98 +15466,1.0,Good,F,VS2,62.4,60.0,6192,6.27,6.29,3.92 +38528,0.34,Ideal,D,VS2,62.4,53.0,1033,4.52,4.49,2.81 +15297,1.2,Ideal,D,SI2,60.2,57.0,6140,6.88,6.93,4.16 +34765,0.41,Premium,E,SI2,62.9,58.0,876,4.77,4.74,2.99 +41499,0.61,Ideal,J,VS2,59.7,59.0,1233,5.54,5.47,3.29 +7120,1.01,Good,I,SI1,61.7,58.0,4171,6.33,6.4,3.93 +7063,0.33,Very Good,G,VS2,62.0,58.0,579,4.42,4.45,2.75 +43788,0.56,Premium,G,SI1,58.8,59.0,1441,5.4,5.38,3.17 +50365,0.53,Ideal,G,IF,61.9,56.0,2247,5.18,5.22,3.21 +9821,1.01,Good,G,SI1,60.7,59.0,4672,6.35,6.4,3.87 +4876,1.02,Ideal,I,SI1,62.1,56.0,3713,6.44,6.39,3.98 +26075,1.57,Ideal,G,VS1,61.2,57.0,15301,7.53,7.6,4.63 +34077,0.36,Ideal,D,VS2,61.0,56.0,852,4.59,4.63,2.81 +25063,1.61,Premium,D,SI1,61.4,60.0,13582,7.56,7.51,4.63 +21267,1.51,Very Good,F,SI1,63.2,57.0,9417,7.34,7.23,4.6 +47589,0.51,Ideal,G,VVS2,62.0,57.0,1877,5.11,5.15,3.18 +42754,0.56,Ideal,I,SI1,61.3,56.0,1343,5.28,5.31,3.25 +36171,0.32,Ideal,F,IF,60.3,58.0,929,4.45,4.5,2.7 +45747,0.5,Good,D,VS1,64.2,55.0,1701,5.01,5.08,3.24 +15950,1.2,Ideal,I,VS1,61.5,59.0,6380,6.82,6.84,4.2 +52426,0.7,Very Good,G,VS2,58.2,59.0,2513,5.87,5.95,3.44 +36498,0.48,Ideal,I,VS1,62.2,54.0,944,5.03,5.06,3.14 +5008,0.92,Good,E,SI2,61.8,59.0,3744,6.11,6.19,3.8 +20100,1.25,Very Good,G,VS2,63.5,60.0,8575,6.74,6.64,4.25 +1725,0.32,Very Good,H,VS1,63.0,57.0,561,4.32,4.35,2.73 +50241,0.58,Ideal,H,IF,60.2,56.0,2233,5.43,5.46,3.28 +40155,0.35,Premium,G,IF,59.1,59.0,1116,4.62,4.59,2.72 +13781,1.0,Very Good,H,VS1,64.2,53.0,5619,6.27,6.34,4.05 +5594,0.9,Very Good,E,SI1,62.3,61.0,3868,6.12,6.17,3.83 +16736,0.41,Good,G,SI2,63.4,58.0,611,4.7,4.73,2.99 +34760,0.41,Ideal,E,SI2,59.8,55.0,876,4.93,4.81,2.91 +4722,0.3,Ideal,H,SI1,61.6,57.0,572,4.28,4.32,2.65 +29287,0.25,Ideal,F,VS1,61.8,57.0,436,4.07,4.09,2.52 +41256,0.3,Very Good,F,SI1,62.9,57.0,500,4.25,4.27,2.68 +18312,1.09,Ideal,E,VS2,61.2,56.0,7443,6.62,6.67,4.07 +433,0.55,Very Good,D,VVS1,61.5,56.0,2815,5.23,5.27,3.23 +8325,1.08,Good,F,SI2,58.0,61.0,4391,6.72,6.77,3.91 +16665,1.19,Ideal,H,VS2,62.1,59.0,6662,6.82,6.73,4.21 +28143,0.3,Ideal,G,VVS2,61.8,54.0,665,4.33,4.34,2.68 +15044,0.3,Good,G,VS1,63.1,59.0,605,4.25,4.27,2.69 +40632,0.41,Ideal,E,VS1,62.1,55.0,1153,4.78,4.75,2.96 +37653,0.38,Ideal,D,VVS2,60.3,57.0,992,4.71,4.77,2.86 +23290,1.37,Ideal,E,VS2,60.3,54.0,11314,7.26,7.2,4.36 +32732,0.31,Premium,F,VS2,62.3,59.0,802,4.34,4.29,2.69 +39816,0.4,Ideal,G,VVS1,61.7,57.0,1097,4.71,4.74,2.91 +41425,0.54,Ideal,H,SI1,62.5,53.0,1227,5.22,5.25,3.27 +44082,0.5,Very Good,E,VS1,61.6,59.0,1554,5.06,5.14,3.14 +22372,0.31,Very Good,H,VS2,63.1,58.0,628,4.34,4.31,2.73 +40890,0.56,Fair,F,SI1,61.6,61.0,1176,5.38,5.21,3.26 +32265,0.3,Ideal,H,IF,61.5,56.0,789,4.31,4.34,2.66 +6105,0.97,Very Good,F,SI2,59.6,59.0,3977,6.41,6.47,3.84 +13632,1.2,Ideal,H,SI2,62.7,55.0,5578,6.74,6.69,4.21 +34250,0.38,Ideal,G,SI1,62.4,57.0,855,4.65,4.62,2.89 +44377,0.52,Very Good,F,VS2,60.4,56.0,1581,5.27,5.29,3.19 +32314,0.36,Premium,F,VS1,60.7,58.0,789,4.57,4.62,2.79 +6033,0.33,Very Good,I,VS1,59.9,62.0,575,4.48,4.57,2.71 +27395,2.0,Very Good,D,SI2,60.0,56.0,17953,8.16,8.23,4.92 +2009,0.9,Ideal,J,SI1,62.6,54.0,3102,6.16,6.23,3.88 +7054,0.33,Ideal,H,VS1,62.0,55.0,579,4.44,4.46,2.76 +22711,2.06,Ideal,I,SI2,61.4,57.0,10728,8.22,8.18,5.03 +19038,0.3,Ideal,F,VS1,61.6,54.0,621,4.32,4.35,2.67 +35029,0.4,Good,E,SI1,63.7,57.0,882,4.69,4.66,2.98 +53729,0.82,Premium,H,SI1,59.9,57.0,2721,6.11,6.07,3.65 +7088,0.9,Very Good,E,SI1,61.8,59.0,4165,6.11,6.16,3.79 +22487,1.5,Premium,D,SI2,59.9,62.0,10517,7.4,7.37,4.42 +48295,0.54,Ideal,G,VS1,60.1,57.0,1957,5.29,5.31,3.18 +32577,0.41,Very Good,F,SI1,62.4,60.0,801,4.73,4.75,2.96 +10722,0.31,Ideal,D,SI2,62.9,54.0,593,4.35,4.3,2.72 +52295,0.25,Very Good,D,VVS2,62.8,56.0,548,4.0,4.03,2.52 +38068,0.3,Premium,E,VVS2,61.3,59.0,1013,4.32,4.3,2.64 +6478,1.01,Premium,E,SI2,62.8,57.0,4054,6.41,6.36,4.01 +4490,1.01,Good,G,SI2,63.7,58.0,3626,6.31,6.35,4.03 +44217,0.55,Ideal,D,SI1,62.1,56.0,1571,5.21,5.25,3.25 +52552,0.7,Premium,G,VS1,61.0,59.0,2535,5.77,5.68,3.49 +38912,0.33,Ideal,G,IF,61.6,55.0,1052,4.51,4.48,2.77 +53680,0.79,Ideal,I,VS2,63.0,58.0,2712,5.85,5.89,3.7 +6829,1.06,Ideal,H,SI1,62.7,57.0,4120,6.48,6.53,4.08 +47246,0.52,Good,F,VS1,64.2,58.0,1841,5.1,5.02,3.25 +33617,0.31,Premium,G,SI1,62.6,58.0,462,4.29,4.34,2.7 +48612,0.51,Ideal,F,VVS2,62.2,55.0,1998,5.12,5.11,3.18 +7594,1.0,Fair,F,SI1,66.4,57.0,4256,6.21,6.14,4.1 +5356,1.18,Very Good,D,I1,61.5,62.0,3816,6.73,6.88,4.19 +35309,0.3,Very Good,I,VS1,60.4,58.0,473,4.34,4.4,2.64 +42352,0.39,Ideal,E,VVS2,60.5,57.0,1300,4.72,4.74,2.86 +43571,0.41,Ideal,G,IF,61.7,56.0,1431,4.8,4.77,2.95 +29426,0.42,Ideal,D,SI2,62.4,57.0,700,4.78,4.81,2.99 +22860,1.01,Very Good,E,VVS1,63.1,57.0,10891,6.39,6.36,4.02 +24444,1.25,Ideal,F,VVS1,62.2,56.0,12698,6.93,6.89,4.3 +11743,1.1,Very Good,E,SI2,63.0,56.0,5073,6.59,6.55,4.14 +45158,0.5,Premium,D,SI1,62.2,59.0,1654,5.13,5.1,3.18 +41574,0.52,Ideal,H,VS2,61.7,54.0,1238,5.18,5.22,3.21 +45315,0.32,Ideal,H,VS1,62.7,56.0,524,4.39,4.42,2.76 +44295,0.52,Premium,G,VS2,61.7,58.0,1577,5.16,5.14,3.18 +17062,0.32,Premium,G,SI1,60.9,56.0,612,4.45,4.41,2.7 +30038,0.39,Very Good,J,VVS1,62.8,58.0,718,4.61,4.66,2.91 +21117,1.09,Ideal,G,VVS1,61.0,54.0,9282,6.63,6.72,4.07 +31546,0.3,Ideal,E,VVS2,62.1,57.0,766,4.27,4.3,2.66 +33256,0.32,Ideal,E,VS1,61.1,55.0,825,4.44,4.46,2.72 +32281,0.26,Very Good,F,VS1,61.7,58.0,453,4.1,4.14,2.54 +11423,1.1,Ideal,H,SI2,62.0,56.5,5002,6.58,6.63,4.09 +41552,0.53,Ideal,I,VS2,62.0,55.0,1236,5.16,5.19,3.21 +29299,0.3,Ideal,I,VS2,61.6,57.0,438,4.28,4.33,2.65 +24362,0.3,Ideal,H,VVS1,62.0,56.0,636,4.31,4.34,2.68 +38149,0.5,Very Good,I,VS1,63.1,56.0,1013,5.07,5.01,3.18 +8194,1.04,Premium,I,SI1,61.8,60.0,4368,6.51,6.47,4.01 +27092,2.17,Ideal,I,SI1,60.4,56.0,17224,8.36,8.43,5.07 +52002,0.72,Very Good,H,VS2,62.5,58.0,2444,5.67,5.73,3.56 +4771,0.96,Premium,H,SI2,59.4,56.0,3690,6.47,6.42,3.83 +51123,0.82,Fair,G,SI1,66.4,54.0,2339,5.87,5.82,3.88 +36930,0.41,Ideal,G,VS1,61.5,56.0,961,4.79,4.77,2.94 +31281,0.32,Premium,I,VS2,62.6,58.0,449,4.37,4.42,2.75 +8623,1.07,Good,F,SI2,61.3,65.0,4446,6.59,6.41,4.0 +5068,0.3,Premium,G,SI1,61.4,57.0,574,4.35,4.31,2.66 +10617,1.06,Ideal,H,SI2,62.5,57.1,4829,6.46,6.5,4.05 +16801,1.0,Very Good,F,VS2,63.2,56.0,6701,6.32,6.37,4.01 +46517,0.53,Ideal,H,VVS1,60.8,56.0,1781,5.24,5.26,3.19 +16513,1.01,Very Good,F,VS2,60.0,63.0,6598,6.46,6.48,3.88 +3035,0.41,Good,J,VS2,64.0,59.0,565,4.64,4.71,2.99 +21188,1.22,Ideal,G,VS1,62.0,56.0,9339,6.83,6.88,4.24 +28573,0.3,Ideal,H,VS1,62.7,55.0,675,4.3,4.25,2.68 +44575,0.53,Ideal,E,VS2,62.5,57.0,1607,5.16,5.18,3.23 +20328,1.5,Ideal,I,SI1,62.3,55.0,8736,7.35,7.31,4.57 +5028,0.71,Ideal,E,VS1,61.5,55.0,3748,5.78,5.75,3.55 +36309,0.32,Premium,H,VVS1,60.9,58.0,936,4.43,4.4,2.69 +42328,0.58,Good,G,SI1,63.5,56.0,1295,5.28,5.34,3.37 +47756,0.54,Ideal,D,VS2,61.8,57.0,1892,5.22,5.26,3.24 +44854,0.5,Good,F,VS2,57.7,61.0,1626,5.28,5.25,3.04 +36004,0.32,Ideal,E,VVS1,61.8,55.0,921,4.4,4.43,2.73 +26547,2.01,Good,F,SI2,58.1,64.0,16231,8.23,8.19,4.77 +31117,0.38,Ideal,H,VS1,62.4,53.0,754,4.67,4.69,2.92 +25225,2.04,Very Good,J,VS2,62.4,57.0,13825,8.04,8.19,5.06 +52107,0.47,Ideal,D,VVS1,62.0,54.0,2460,4.99,5.01,3.1 +12782,1.03,Premium,F,VS2,60.5,59.0,5330,6.6,6.52,3.97 +6977,0.9,Very Good,E,SI1,63.1,58.0,4151,6.12,6.02,3.83 +3738,0.3,Ideal,F,VS2,62.3,58.0,569,4.26,4.23,2.64 +52341,0.71,Premium,H,VVS2,61.9,59.0,2498,5.73,5.7,3.54 +50754,0.6,Ideal,F,VVS2,61.8,57.0,2298,5.36,5.42,3.33 +47264,0.7,Ideal,J,VS2,61.6,56.0,1843,5.65,5.71,3.5 +36074,0.4,Very Good,D,SI1,63.1,61.0,924,4.71,4.67,2.96 +44507,0.52,Ideal,F,VS2,62.5,54.0,1600,5.14,5.17,3.22 +35188,0.31,Ideal,G,IF,61.3,57.0,891,4.39,4.42,2.7 +38440,0.35,Very Good,F,IF,62.0,54.0,1027,4.55,4.58,2.83 +3442,0.9,Fair,H,SI1,65.4,56.0,3387,6.11,6.04,3.97 +35356,0.42,Premium,D,SI2,62.1,59.0,898,4.82,4.78,2.98 +31809,0.43,Ideal,F,VS1,61.9,56.0,774,4.84,4.85,3.0 +43867,0.5,Ideal,G,VS2,62.0,56.0,1449,5.09,5.11,3.16 +35194,0.31,Ideal,G,IF,61.0,57.0,891,4.36,4.39,2.67 +4185,0.91,Ideal,G,SI2,61.8,56.0,3557,6.21,6.24,3.85 +49275,0.54,Ideal,G,VVS2,60.6,56.0,2090,5.27,5.26,3.19 +12096,1.09,Premium,D,SI2,61.2,60.0,5164,6.6,6.64,4.05 +9309,0.94,Ideal,D,SI1,62.3,57.0,4575,6.24,6.29,3.9 +13913,1.06,Very Good,H,SI1,59.3,59.0,5664,6.66,6.7,3.96 +44980,0.35,Ideal,H,SI1,60.8,56.0,523,4.58,4.6,2.79 +24765,1.53,Premium,G,VS1,60.2,59.0,13119,7.5,7.45,4.5 +947,0.7,Very Good,E,VS2,63.5,54.0,2889,5.62,5.66,3.58 +37107,0.38,Ideal,F,VS2,62.4,54.0,969,4.65,4.6,2.89 +52424,0.77,Very Good,I,VS2,63.2,58.0,2513,5.79,5.85,3.68 +9180,1.25,Premium,D,SI2,59.8,55.0,4543,7.07,7.01,4.21 +53415,0.7,Ideal,G,VS1,62.6,56.0,2670,5.65,5.7,3.55 +27919,0.32,Good,D,VS2,63.6,55.0,657,4.35,4.42,2.79 +16855,1.21,Premium,H,VS2,60.5,60.0,6722,6.95,6.9,4.19 +27755,0.32,Ideal,I,VS1,62.4,54.0,648,4.39,4.36,2.73 +23424,1.18,Ideal,F,VVS2,60.6,55.0,11415,6.84,6.88,4.16 +36653,0.35,Premium,J,VS1,62.4,58.0,949,5.67,5.64,3.53 +31609,0.3,Premium,H,SI2,60.9,59.0,368,4.32,4.35,2.64 +49644,0.3,Ideal,H,SI1,62.6,55.0,540,4.32,4.28,2.69 +40580,0.54,Ideal,G,SI2,60.4,59.0,1153,5.24,5.29,3.18 +38229,0.4,Ideal,H,VVS1,62.3,54.0,1017,4.74,4.77,2.96 +31671,0.32,Ideal,E,VS2,60.8,57.0,769,4.39,4.42,2.68 +33459,0.32,Ideal,G,VS1,62.3,55.0,828,4.4,4.37,2.73 +24985,2.01,Ideal,G,SI2,63.0,56.0,13498,7.98,7.9,5.0 +5707,0.33,Good,E,VS2,57.3,59.0,574,4.6,4.62,2.64 +48246,0.69,Good,F,SI1,58.4,61.7,1951,5.75,5.82,3.38 +34048,0.35,Good,E,VS1,59.4,55.0,851,4.6,4.62,2.74 +46591,0.54,Premium,H,VVS2,60.6,60.0,1786,5.31,5.29,3.21 +48804,0.51,Ideal,F,VVS2,61.4,56.0,2025,5.16,5.17,3.17 +23100,1.59,Ideal,I,VS1,61.2,58.0,11119,7.52,7.5,4.6 +32900,0.3,Premium,I,IF,60.5,59.0,810,4.34,4.32,2.62 +51297,0.73,Ideal,E,SI1,60.9,56.0,2361,5.84,5.79,3.54 +11221,1.0,Good,F,SI1,57.9,62.0,4961,6.55,6.58,3.8 +1523,0.7,Ideal,F,VS1,61.6,57.0,2998,5.7,5.73,3.52 +20982,1.14,Ideal,D,VS1,59.8,57.0,9193,6.83,6.74,4.06 +34290,0.26,Good,H,VVS2,63.3,58.0,468,4.04,4.08,2.57 +157,0.71,Ideal,F,SI1,60.7,56.0,2770,5.77,5.8,3.51 +52307,0.32,Good,G,VS1,60.8,62.0,548,4.4,4.45,2.69 +16658,1.32,Premium,F,SI2,60.6,60.0,6660,7.1,7.05,4.29 +50487,0.7,Good,I,VS2,57.5,62.0,2268,5.81,5.78,3.33 +28949,0.3,Premium,H,VVS1,62.3,58.0,684,4.29,4.32,2.68 +3153,0.6,Very Good,F,VVS1,61.2,58.0,3333,5.42,5.46,3.33 +2335,0.74,Premium,F,VS1,61.7,57.0,3170,5.85,5.79,3.59 +47565,0.51,Good,G,VVS2,63.1,58.0,1875,5.07,5.11,3.21 +15195,1.02,Very Good,E,VS2,60.3,60.0,6103,6.58,6.48,3.94 +27870,0.38,Premium,F,SI1,62.0,58.0,653,4.6,4.63,2.86 +1476,1.0,Premium,G,I1,62.5,62.0,2984,6.42,6.35,3.99 +53715,0.76,Ideal,F,SI1,62.6,57.0,2719,5.84,5.89,3.67 +28182,0.37,Premium,I,VS2,61.6,60.0,666,4.61,4.58,2.83 +19862,1.3,Ideal,G,SI1,61.6,55.0,8416,7.01,7.05,4.33 +6338,1.0,Premium,H,SI2,61.0,57.0,4032,6.51,6.4,3.94 +6703,0.3,Premium,H,SI2,60.2,62.0,410,4.37,4.34,2.62 +26284,2.01,Very Good,H,SI2,63.0,59.0,15773,7.9,7.93,4.99 +48176,0.72,Premium,J,VS2,61.4,58.0,1944,5.76,5.74,3.53 +21940,1.35,Premium,G,VS1,62.1,59.0,10012,7.06,7.02,4.37 +7362,1.0,Good,D,SI2,61.5,63.0,4218,6.27,6.32,3.87 +47556,0.7,Ideal,J,VS2,62.6,57.0,1874,5.64,5.67,3.54 +35785,0.3,Ideal,D,VVS1,61.6,56.0,912,4.33,4.37,2.68 +47108,0.7,Premium,J,SI1,63.0,56.0,1827,5.66,5.61,3.55 +45603,0.5,Good,E,VS1,60.3,62.0,1690,5.1,5.11,3.08 +12057,0.26,Very Good,F,VVS2,60.0,59.0,597,4.11,4.15,2.48 +34051,0.36,Ideal,D,SI1,62.1,56.0,851,4.58,4.53,2.83 +16668,1.06,Very Good,G,VS1,62.8,54.0,6663,6.5,6.56,4.1 +48593,0.52,Very Good,D,VS1,59.6,57.0,1995,5.24,5.3,3.14 +16833,1.11,Premium,G,VS2,62.3,58.0,6713,6.65,6.61,4.13 +43298,0.59,Ideal,I,VS1,61.8,55.0,1401,5.41,5.43,3.35 +23650,1.73,Ideal,H,SI1,62.7,56.0,11688,7.62,7.67,4.79 +46272,0.54,Ideal,G,VS1,61.8,54.0,1754,5.22,5.24,3.23 +5667,1.11,Very Good,I,SI2,63.7,58.0,3882,6.57,6.53,4.17 +38777,0.31,Premium,F,IF,61.5,58.0,1046,4.35,4.33,2.67 +32295,0.3,Ideal,I,VS1,61.5,58.0,454,4.28,4.31,2.64 +24896,1.53,Ideal,E,SI1,61.2,58.0,13324,7.39,7.44,4.54 +17697,1.01,Very Good,F,VS2,63.8,55.0,7135,6.31,6.38,4.05 +11202,1.02,Premium,H,VS2,61.0,60.0,4958,6.5,6.46,3.95 +51092,0.73,Ideal,I,VS2,62.2,54.0,2335,5.76,5.78,3.59 +19779,1.08,Ideal,G,VVS1,61.6,56.0,8347,6.6,6.65,4.08 +6875,1.01,Very Good,I,VS1,63.1,56.0,4129,6.42,6.36,4.03 +44042,0.55,Very Good,H,VS2,62.0,55.2,1548,5.28,5.31,3.28 +35348,0.38,Ideal,E,SI1,61.9,55.0,898,4.7,4.64,2.89 +13612,1.09,Very Good,F,SI1,62.3,57.0,5570,6.55,6.61,4.1 +18062,1.51,Premium,I,SI2,58.7,59.0,7292,7.53,7.49,4.41 +13317,1.01,Very Good,E,SI1,62.9,60.0,5499,6.35,6.43,4.02 +15427,1.04,Ideal,G,VS2,61.4,57.0,6177,6.5,6.53,4.0 +2382,0.32,Very Good,G,VS2,59.9,57.0,561,4.47,4.51,2.69 +47307,0.26,Very Good,G,VS2,62.4,57.0,397,4.09,4.12,2.56 +9574,1.0,Premium,D,SI2,58.3,61.0,4626,6.59,6.54,3.83 +18834,1.0,Very Good,D,VS2,63.6,56.0,7717,6.3,6.35,4.02 +13172,1.2,Fair,F,SI2,63.4,60.0,5445,6.56,6.65,4.19 +4107,0.78,Ideal,F,VS1,61.6,56.0,3537,5.9,5.92,3.64 +14308,1.28,Ideal,J,VS2,62.8,57.0,5795,6.93,6.87,4.33 +7399,0.33,Ideal,H,VS1,61.4,57.0,579,4.44,4.49,2.74 +18736,1.02,Ideal,F,VS1,61.0,56.0,7654,6.54,6.5,3.98 +28316,0.3,Good,H,SI1,63.8,55.0,432,4.2,4.26,2.7 +30951,0.32,Very Good,E,SI2,62.4,58.0,449,4.35,4.4,2.73 +45638,0.25,Very Good,G,VVS1,61.8,57.0,525,4.04,4.07,2.5 +35243,0.37,Premium,F,VS2,60.5,59.0,894,4.67,4.62,2.81 +41124,0.6,Premium,D,SI2,62.0,57.0,1196,5.43,5.35,3.34 +41650,0.44,Good,D,VS2,60.6,64.0,1238,4.97,4.89,2.99 +2716,0.33,Ideal,H,SI1,60.6,56.0,564,4.46,4.49,2.72 +41623,0.34,Ideal,J,VVS1,62.1,54.2,504,4.48,4.51,2.79 +21152,1.18,Premium,G,VVS2,61.6,58.0,9304,6.8,6.77,4.18 +5027,0.9,Very Good,E,SI1,62.5,60.0,3748,6.09,6.13,3.82 +23798,1.5,Premium,H,VVS2,62.9,59.0,11855,7.31,7.26,4.58 +53154,0.71,Premium,G,VS2,62.1,62.0,2623,5.71,5.65,3.53 +16280,1.2,Ideal,H,SI1,62.7,55.0,6512,6.76,6.73,4.23 +25592,1.2,Ideal,F,IF,61.6,57.0,14430,6.84,6.79,4.2 +28205,0.4,Very Good,D,SI2,62.8,56.0,666,4.7,4.73,2.96 +51098,0.7,Good,H,SI1,63.7,59.0,2335,5.59,5.53,3.54 +9564,0.91,Ideal,E,SI1,61.9,55.0,4623,6.18,6.22,3.84 +32394,0.31,Ideal,E,VVS2,61.6,55.0,791,4.37,4.4,2.7 +49454,0.52,Ideal,I,IF,60.9,57.0,2111,5.17,5.21,3.16 +16457,1.31,Ideal,I,VS1,64.3,59.0,6573,6.87,6.84,4.41 +40844,0.4,Very Good,G,IF,61.8,58.0,1173,4.69,4.73,2.91 +52744,0.71,Ideal,I,VVS1,62.6,57.0,2559,5.66,5.69,3.55 +38114,0.3,Ideal,H,IF,61.5,56.0,1013,4.34,4.31,2.66 +14102,1.28,Ideal,I,SI2,62.5,59.0,5719,6.88,6.95,4.32 +539,0.79,Premium,H,VVS2,62.6,58.0,2827,5.96,5.9,3.71 +40174,0.38,Premium,D,VS2,58.7,61.0,1117,4.77,4.74,2.79 +25197,1.56,Ideal,G,VS2,62.3,53.0,13787,7.41,7.49,4.64 +14138,1.02,Very Good,D,SI1,62.8,58.0,5733,6.37,6.41,4.01 +28378,0.24,Premium,D,VVS2,58.8,58.0,668,4.08,4.05,2.39 +1803,0.75,Ideal,E,SI1,61.3,57.0,3053,5.84,5.91,3.6 +23072,2.25,Ideal,I,SI2,60.7,56.0,11104,8.54,8.5,5.17 +10557,1.06,Premium,G,SI1,59.6,58.0,4815,6.67,6.73,3.99 +38727,0.4,Ideal,G,VVS1,62.3,54.0,1043,4.75,4.76,2.96 +15015,1.02,Very Good,F,VS2,61.8,57.0,6047,6.4,6.44,3.97 +42533,0.4,Premium,D,VVS2,62.2,54.0,1323,4.77,4.75,2.96 +21737,2.04,Fair,I,SI2,66.6,56.0,9802,7.8,7.77,5.19 +39075,0.5,Premium,I,SI1,61.7,58.0,1059,5.15,5.09,3.16 +43181,0.52,Ideal,H,VS2,62.2,56.4,1391,5.09,5.16,3.19 +52,0.23,Ideal,G,VS1,61.9,54.0,404,3.93,3.95,2.44 +7208,0.91,Very Good,E,SI1,58.8,59.0,4191,6.34,6.39,3.74 +47521,0.61,Ideal,I,VVS2,62.0,54.0,1867,5.51,5.47,3.4 +51318,0.31,Ideal,H,VS1,61.1,57.0,544,4.35,4.39,2.67 +29472,0.32,Ideal,E,VS2,62.1,56.0,702,4.4,4.43,2.74 +41402,0.52,Ideal,F,SI1,62.0,53.0,1223,5.16,5.2,3.21 +8257,0.83,Ideal,D,VS2,62.0,54.9,4378,6.03,6.04,3.74 +50042,0.81,Premium,J,SI1,61.8,57.0,2199,6.02,5.96,3.7 +7026,0.9,Premium,F,SI1,63.0,60.0,4158,6.13,6.09,3.85 +15325,1.23,Ideal,H,SI2,62.4,57.0,6152,6.79,6.84,4.25 +41620,0.29,Very Good,E,VS1,58.9,56.0,504,4.35,4.37,2.57 +5111,0.72,Ideal,F,VS1,61.0,55.0,3759,5.77,5.81,3.53 +3047,0.27,Very Good,G,VVS1,62.5,56.0,566,4.14,4.16,2.59 +10069,0.32,Premium,H,SI1,62.3,60.0,591,4.4,4.36,2.73 +21975,1.76,Premium,I,SI2,62.0,58.0,10043,7.76,7.72,4.8 +20006,1.2,Ideal,G,VS1,62.4,57.0,8545,6.78,6.8,4.24 +53381,0.87,Premium,F,SI2,61.5,57.0,2661,6.13,6.1,3.76 +15173,1.01,Premium,F,VS2,59.9,61.0,6097,6.5,6.46,3.88 +12536,1.21,Very Good,J,VS1,60.9,60.0,5267,6.87,6.9,4.19 +18699,0.3,Good,E,VS2,64.2,57.0,619,4.24,4.13,2.69 +19835,1.0,Premium,F,VVS2,61.2,60.0,8400,6.43,6.38,3.92 +17661,1.23,Ideal,I,VVS1,62.1,57.0,7117,6.9,6.83,4.26 +10029,0.29,Good,F,VS1,62.1,56.0,415,4.24,4.26,2.64 +6182,0.97,Premium,F,SI2,61.9,58.0,3993,6.35,6.31,3.92 +40374,0.43,Premium,E,VS1,62.3,58.0,1131,4.78,4.82,2.99 +28941,0.3,Good,H,VVS1,63.3,59.0,684,4.22,4.28,2.69 +30324,0.36,Very Good,G,VS1,61.2,60.0,726,4.56,4.59,2.8 +12208,1.05,Ideal,G,SI1,61.8,56.0,5192,6.5,6.54,4.03 +37395,0.3,Ideal,E,VVS1,61.1,56.0,982,4.38,4.36,2.67 +35179,0.31,Ideal,G,IF,61.8,54.0,891,4.36,4.38,2.7 +5776,1.18,Fair,D,SI2,57.0,66.0,3899,6.96,6.91,3.98 +47493,0.53,Ideal,G,VVS2,60.0,57.0,1865,5.27,5.29,3.17 +39496,0.41,Ideal,E,VS1,62.1,56.0,1079,4.75,4.78,2.96 +1993,0.91,Premium,F,SI2,62.1,56.0,3096,6.26,6.21,3.87 +49276,0.54,Ideal,G,VVS2,62.1,56.0,2090,5.22,5.19,3.23 +16206,1.02,Very Good,F,VS2,59.4,58.0,6479,6.52,6.62,3.9 +2010,0.83,Ideal,E,SI2,61.9,53.0,3103,6.04,6.08,3.75 +50272,0.58,Premium,F,VVS2,62.6,56.0,2238,5.37,5.27,3.33 +28824,0.41,Premium,D,SI2,62.3,58.0,683,4.74,4.77,2.96 +723,0.36,Ideal,H,SI1,61.9,55.0,556,4.57,4.59,2.83 +11432,1.14,Premium,H,SI1,60.7,58.0,5003,6.76,6.82,4.12 +53588,0.8,Premium,H,SI1,62.0,59.0,2699,5.91,5.96,3.68 +50757,0.56,Ideal,G,IF,61.7,55.0,2298,5.29,5.34,3.28 +53314,0.72,Ideal,I,VS2,61.8,56.0,2650,5.72,5.77,3.56 +98,0.96,Fair,F,SI2,66.3,62.0,2759,6.27,5.95,4.07 +21496,1.52,Very Good,J,VVS1,63.6,56.0,9593,7.26,7.33,4.64 +34,0.23,Very Good,E,VS1,59.5,58.0,402,4.01,4.06,2.4 +26161,1.5,Premium,F,VS1,59.6,60.0,15478,7.49,7.41,4.44 +48404,0.64,Very Good,D,SI1,62.3,58.0,1969,5.49,5.53,3.43 +5545,1.02,Premium,I,SI2,61.2,59.0,3856,6.51,6.46,3.97 +29589,0.45,Ideal,D,SI2,62.0,55.0,706,4.92,4.95,3.06 +37524,0.37,Ideal,F,VVS2,61.1,56.0,987,4.62,4.65,2.83 +47929,0.56,Ideal,E,VS2,60.9,56.0,1915,5.35,5.32,3.25 +7422,1.02,Premium,I,SI1,62.7,58.0,4227,6.44,6.41,4.03 +50684,0.7,Ideal,F,SI1,61.3,57.0,2288,5.72,5.77,3.52 +32069,0.33,Ideal,D,SI1,62.4,54.0,780,4.44,4.41,2.76 +877,0.77,Very Good,E,SI1,63.2,58.0,2873,5.8,5.84,3.68 +34216,0.39,Very Good,H,VVS2,62.1,58.0,855,4.63,4.65,2.88 +53794,1.01,Very Good,I,SI1,63.3,59.0,2730,6.26,6.22,3.95 +51198,0.61,Very Good,G,VVS2,62.3,59.0,2351,5.4,5.45,3.38 +966,0.71,Good,D,VS2,62.3,61.0,2891,5.7,5.73,3.56 +40651,0.5,Very Good,E,SI2,61.3,56.0,1154,5.08,5.13,3.13 +26142,1.5,Ideal,F,VS2,61.9,56.4,15444,7.31,7.33,4.53 +11044,0.25,Ideal,F,VS1,62.1,57.0,595,4.01,4.04,2.5 +12575,1.13,Premium,D,SI2,62.0,58.0,5280,6.64,6.68,4.13 +36617,0.32,Ideal,G,SI1,62.5,55.0,477,4.35,4.38,2.73 +16257,2.07,Fair,G,I1,67.7,56.0,6503,7.76,7.73,5.25 +3511,1.14,Fair,J,SI2,64.4,55.0,3403,6.56,6.54,4.22 +46057,0.51,Ideal,E,VS2,62.8,56.0,1733,5.14,5.11,3.22 +42033,0.53,Ideal,F,SI1,62.4,57.0,1268,5.18,5.21,3.24 +35206,0.44,Very Good,J,VS1,63.2,57.0,891,4.86,4.82,3.06 +13402,0.32,Very Good,G,VS1,61.2,62.0,602,4.41,4.45,2.71 +6407,1.02,Very Good,H,SI2,60.9,58.0,4039,6.41,6.53,3.94 +21097,1.5,Premium,G,SI1,62.6,55.0,9265,7.31,7.27,4.56 +40496,0.42,Ideal,F,VVS2,61.6,56.0,1142,4.83,4.85,2.98 +17794,1.14,Ideal,G,VS2,61.5,57.0,7171,6.72,6.68,4.12 +47508,0.74,Good,G,SI1,63.6,58.0,1865,5.73,5.71,3.64 +39252,0.37,Premium,D,VVS1,61.4,58.0,1069,4.63,4.65,2.85 +38249,0.32,Ideal,E,IF,61.9,55.0,1018,4.38,4.41,2.72 +29316,0.31,Ideal,H,VS1,61.1,57.0,698,4.39,4.35,2.67 +22525,1.0,Fair,D,VVS2,61.1,57.0,10562,6.37,6.3,3.87 +12266,1.5,Good,H,SI2,64.0,61.0,5208,7.18,7.14,4.58 +16169,1.0,Premium,G,VS1,61.2,58.0,6462,6.49,6.38,3.94 +15099,1.21,Ideal,H,SI1,61.1,57.0,6069,6.83,6.91,4.2 +11419,0.9,Good,G,VVS2,63.6,58.0,5001,6.1,6.11,3.88 +36898,0.33,Ideal,H,IF,60.6,57.0,959,4.51,4.5,2.73 +39790,0.39,Ideal,D,VS1,60.3,56.0,1095,4.71,4.77,2.86 +5956,0.9,Good,F,SI1,63.1,58.0,3950,6.12,6.18,3.88 +16233,1.15,Ideal,G,VS2,61.4,57.0,6492,6.78,6.74,4.15 +41814,0.54,Very Good,E,SI2,63.4,56.0,1250,5.18,5.14,3.27 +27115,1.8,Very Good,E,SI1,62.2,57.0,17273,7.81,7.89,4.88 +34748,0.41,Ideal,H,SI1,62.8,56.0,876,4.77,4.72,2.98 +17024,1.02,Ideal,G,VS2,62.3,56.0,6796,6.46,6.51,4.04 +22,0.23,Very Good,E,VS2,63.8,55.0,352,3.85,3.92,2.48 +19061,1.51,Very Good,I,SI2,60.0,59.0,7841,7.45,7.52,4.49 +32596,0.3,Ideal,F,VVS1,61.2,55.0,802,4.33,4.36,2.66 +34677,0.41,Good,D,VS2,63.8,55.0,873,4.7,4.73,3.01 +47655,0.31,Ideal,H,SI1,61.0,56.0,530,4.38,4.41,2.68 +6706,0.3,Ideal,J,VS1,62.0,57.0,411,4.28,4.3,2.66 +50931,0.71,Ideal,I,SI1,62.0,54.0,2319,5.72,5.75,3.55 +51786,0.72,Fair,D,VS2,65.4,56.0,2414,5.68,5.6,3.69 +24396,2.11,Premium,H,SI2,60.9,59.0,12633,8.3,8.25,5.04 +17859,1.0,Premium,F,VVS2,61.9,61.0,7204,6.45,6.32,3.95 +18259,1.28,Ideal,G,SI1,62.4,58.0,7415,6.89,6.95,4.32 +28181,0.37,Premium,I,VS2,61.1,59.0,666,4.65,4.58,2.82 +8032,1.0,Premium,F,SI2,59.9,61.0,4333,6.46,6.42,3.86 +32339,0.36,Premium,E,VS2,61.8,58.0,789,4.52,4.57,2.81 +32124,0.47,Ideal,G,SI2,62.4,55.0,784,4.96,5.01,3.11 +18883,1.0,Very Good,G,VS2,61.1,55.0,7743,6.44,6.5,3.95 +22912,1.01,Ideal,E,VVS1,62.0,57.0,10954,6.39,6.45,3.98 +40991,0.42,Ideal,E,VS1,61.6,57.0,1181,4.84,4.8,2.97 +30916,0.34,Ideal,F,VS1,62.2,56.0,745,4.44,4.47,2.77 +53174,0.71,Very Good,F,VS2,63.5,60.0,2630,5.64,5.67,3.59 +52180,0.7,Very Good,E,SI1,62.3,58.0,2476,5.6,5.67,3.51 +2509,0.7,Ideal,F,VS1,62.4,56.0,3199,5.67,5.65,3.53 +13255,1.01,Ideal,I,VVS1,61.7,56.0,5478,6.42,6.47,3.98 +44430,0.55,Very Good,E,VS2,58.1,62.0,1589,5.38,5.46,3.15 +33775,0.41,Ideal,D,SI2,62.6,57.0,841,4.77,4.72,2.97 +3003,0.81,Ideal,F,SI2,62.1,56.0,3303,5.95,6.0,3.71 +28730,0.31,Ideal,E,VS2,61.6,56.0,680,4.37,4.4,2.7 +35650,0.31,Premium,G,VVS2,61.8,58.0,907,4.36,4.32,2.68 +48688,0.77,Good,E,SI2,64.1,56.0,2005,5.84,5.77,3.72 +10432,1.06,Very Good,H,SI1,62.8,58.0,4785,6.47,6.49,4.07 +22325,1.26,Ideal,G,VVS2,60.7,56.0,10367,7.03,7.05,4.27 +13553,1.03,Very Good,D,SI1,63.0,59.0,5551,6.39,6.44,4.04 +39282,0.3,Ideal,H,VS2,62.3,56.0,491,4.29,4.31,2.68 +2845,0.56,Ideal,D,VVS1,61.8,56.0,3270,5.28,5.31,3.27 +52412,0.7,Very Good,G,VS1,60.8,56.0,2512,5.72,5.76,3.49 +10996,1.19,Ideal,H,SI2,62.0,57.0,4914,6.77,6.81,4.21 +1412,0.92,Premium,H,SI1,59.2,60.0,2968,6.4,6.35,3.76 +29737,0.32,Ideal,G,VVS2,62.0,54.0,708,4.39,4.42,2.73 +49096,0.71,Very Good,I,SI1,60.2,58.0,2063,5.76,5.83,3.49 +14514,1.12,Ideal,H,SI1,62.8,55.0,5863,6.66,6.61,4.17 +41283,0.39,Ideal,G,IF,60.6,56.0,1209,4.73,4.76,2.87 +18659,1.11,Premium,F,VS1,60.7,59.0,7623,6.64,6.61,4.02 +4793,1.1,Premium,I,SI2,62.4,59.0,3696,6.55,6.51,4.08 +11037,1.06,Premium,I,VS1,62.4,55.0,4920,6.57,6.5,4.08 +27235,1.64,Ideal,G,VVS2,61.8,56.0,17604,7.59,7.6,4.69 +51578,0.77,Very Good,I,VS2,63.1,58.0,2391,5.86,5.7,3.65 +44132,0.46,Ideal,G,IF,60.9,57.0,1560,4.98,5.01,3.04 +9497,1.01,Good,E,SI1,64.7,57.0,4608,6.22,6.29,4.05 +35942,0.33,Ideal,G,SI1,62.2,54.0,475,4.42,4.45,2.76 +20972,1.53,Very Good,I,SI1,63.0,58.0,9183,7.24,7.32,4.59 +40491,0.42,Ideal,F,VVS2,61.1,57.0,1142,4.82,4.84,2.95 +51813,1.01,Ideal,I,I1,61.6,56.0,2416,6.45,6.43,3.97 +22376,0.31,Ideal,H,VS2,63.0,57.0,628,4.34,4.32,2.73 +14696,1.0,Very Good,F,VS2,62.9,59.0,5929,6.3,6.33,3.97 +16938,1.22,Premium,I,VS1,62.6,57.4,6763,6.76,6.8,4.24 +4114,0.9,Fair,H,VS2,64.6,55.0,3538,6.07,6.0,3.9 +107,0.8,Premium,G,SI1,63.0,59.0,2760,5.9,5.81,3.69 +12482,1.21,Good,I,SI1,62.7,59.0,5252,6.63,6.71,4.18 +23838,1.7,Good,I,VS1,58.0,60.0,11921,7.84,7.88,4.56 +47877,0.52,Ideal,G,VVS2,62.1,57.0,1911,5.13,5.17,3.2 +28159,0.3,Ideal,H,VVS1,61.8,55.0,665,4.34,4.37,2.69 +48731,0.52,Ideal,G,VVS2,61.7,56.0,2012,5.16,5.14,3.18 +36965,0.41,Premium,G,VS1,62.5,59.0,961,4.77,4.73,2.97 +5716,0.25,Very Good,E,VVS2,62.7,59.0,575,4.01,4.03,2.52 +28640,0.33,Good,I,SI1,63.6,53.0,434,4.4,4.43,2.81 +39580,0.41,Premium,D,VS1,60.6,59.0,1082,4.84,4.8,2.92 +10323,1.03,Very Good,G,SI1,63.1,57.0,4764,6.45,6.41,4.06 +43795,0.7,Good,J,SI1,64.3,56.0,1442,5.62,5.57,3.6 +15585,1.2,Premium,I,VS1,59.9,59.0,6250,6.96,6.87,4.14 +40247,0.37,Premium,D,VS2,61.0,59.0,1124,4.63,4.59,2.81 +29466,0.32,Ideal,E,VS2,62.0,57.0,702,4.39,4.41,2.73 +20751,1.02,Very Good,F,VVS1,62.4,58.0,8990,6.38,6.41,3.99 +28134,0.29,Very Good,F,VVS1,62.3,58.0,664,4.22,4.25,2.64 +42562,0.42,Ideal,D,VVS2,61.4,56.0,1326,4.82,4.85,2.97 +5025,0.91,Ideal,F,SI2,62.4,57.0,3746,6.22,6.18,3.87 +44584,0.53,Good,G,VS1,63.4,56.0,1607,5.1,5.15,3.25 +22483,1.52,Premium,D,SI1,61.2,62.0,10512,7.38,7.36,4.51 +5952,1.01,Good,G,SI2,61.1,62.0,3948,6.38,6.48,3.93 +27212,1.97,Premium,H,VS2,62.9,59.0,17535,8.01,7.9,5.0 +49463,0.72,Ideal,H,SI2,61.4,55.0,2112,5.81,5.78,3.56 +29292,0.31,Ideal,I,SI1,61.9,56.0,436,4.33,4.36,2.69 +34151,0.33,Premium,H,VVS2,61.6,58.0,854,4.45,4.42,2.73 +47503,0.7,Fair,H,SI1,65.3,55.0,1865,5.58,5.54,3.63 +35813,0.31,Ideal,F,IF,62.0,54.0,914,4.38,4.4,2.72 +52447,0.71,Very Good,G,SI1,61.6,61.0,2515,5.7,5.72,3.52 +27281,2.01,Premium,F,SI2,61.3,61.0,17746,8.02,7.96,4.9 +19058,1.5,Very Good,J,VVS2,62.8,62.0,7840,7.22,7.25,4.54 +44785,0.5,Very Good,E,VS2,61.2,63.0,1623,5.14,5.09,3.13 +41191,0.44,Ideal,G,VVS1,62.3,56.0,1202,4.85,4.87,3.03 +12117,0.9,Very Good,F,VS1,61.5,55.0,5167,6.25,6.28,3.85 +18402,1.06,Ideal,F,VS1,61.9,57.0,7479,6.55,6.53,4.05 +51755,0.65,Very Good,F,VS1,59.3,56.0,2406,5.64,5.76,3.37 +1772,0.93,Ideal,I,SI2,62.3,57.0,3047,6.22,6.2,3.87 +22706,0.35,Ideal,I,VS2,59.8,57.0,630,4.6,4.59,2.75 +2864,0.73,Ideal,E,VS2,61.9,55.0,3275,5.76,5.8,3.57 +10900,1.02,Very Good,H,SI1,63.4,57.0,4884,6.42,6.36,4.05 +14899,1.7,Very Good,F,I1,63.1,56.0,5998,7.62,7.51,4.78 +37081,0.41,Very Good,F,SI1,63.3,57.0,969,4.72,4.69,2.98 +8559,0.91,Premium,E,SI1,62.5,61.0,4434,6.19,6.1,3.84 +21819,1.31,Premium,G,VS1,61.5,59.0,9891,7.0,7.06,4.32 +49939,0.7,Good,H,VS2,58.9,65.0,2187,5.69,5.76,3.37 +4863,0.75,Ideal,D,SI1,61.1,56.0,3712,5.85,5.9,3.59 +53547,0.82,Premium,I,VS2,62.2,59.0,2692,5.97,6.03,3.73 +25869,2.01,Good,H,SI2,62.2,57.0,14956,8.05,8.1,5.03 +1786,0.8,Very Good,E,SI1,63.1,56.0,3050,5.93,5.83,3.71 +16013,1.01,Very Good,G,VS2,63.4,55.0,6406,6.35,6.4,4.04 +32442,0.43,Premium,F,SI1,62.6,58.0,792,4.77,4.81,3.0 +23087,1.75,Ideal,F,SI2,62.9,57.0,11113,7.71,7.59,4.81 +37067,0.43,Premium,G,SI1,62.3,59.0,968,4.81,4.79,2.99 +47203,0.5,Premium,G,VVS2,61.6,60.0,1838,5.1,5.13,3.15 +7673,1.0,Good,I,SI1,58.0,58.0,4273,6.56,6.62,3.82 +16681,0.32,Ideal,H,SI2,61.4,56.0,420,4.4,4.43,2.71 +45796,0.51,Premium,E,VS2,62.5,60.0,1709,5.1,5.08,3.18 +17948,1.51,Premium,J,SI1,60.6,57.0,7255,7.46,7.38,4.5 +46167,0.5,Premium,E,VS2,61.5,56.0,1746,5.11,5.07,3.13 +39079,0.41,Premium,E,SI1,62.3,56.0,1059,4.78,4.76,2.97 +47871,0.52,Ideal,G,VVS2,62.4,55.0,1911,5.17,5.19,3.23 +47477,0.61,Very Good,G,VS2,62.0,57.0,1861,5.44,5.47,3.38 +40241,0.39,Ideal,F,VVS1,62.1,55.0,1124,4.69,4.71,2.92 +48250,0.63,Very Good,E,SI1,61.0,57.6,1952,5.48,5.51,3.36 +42201,0.54,Ideal,G,SI2,62.7,56.0,1287,5.23,5.2,3.27 +4928,1.03,Very Good,J,SI2,58.0,60.0,3729,6.64,6.67,3.86 +13183,1.2,Very Good,D,SI2,62.6,57.0,5451,6.74,6.84,4.25 +47106,0.61,Premium,H,VVS2,62.4,59.0,1827,5.4,5.43,3.38 +4009,0.9,Very Good,F,SI2,61.6,58.0,3519,6.15,6.23,3.81 +38207,0.43,Premium,F,SI1,61.6,59.0,1016,4.87,4.83,2.99 +40733,0.35,Ideal,D,VVS2,60.8,56.0,1162,4.58,4.6,2.79 +16103,1.31,Premium,I,VS2,61.9,59.0,6438,7.02,6.98,4.33 +22449,1.72,Very Good,J,VS2,60.9,61.0,10477,7.77,7.79,4.74 +5583,1.12,Ideal,E,SI2,60.9,57.0,3864,6.66,6.6,4.04 +7913,0.9,Very Good,E,SI1,62.6,58.0,4315,6.11,6.15,3.84 +43023,0.59,Ideal,F,SI2,60.1,57.0,1371,5.45,5.49,3.29 +34547,0.36,Ideal,G,VS1,62.3,57.0,869,4.57,4.55,2.84 +53105,0.57,Ideal,E,VVS2,62.3,54.0,2615,5.3,5.35,3.32 +45017,0.54,Premium,H,VS1,61.9,56.0,1637,5.29,5.24,3.26 +24754,2.03,Good,D,SI2,63.1,59.0,13109,8.12,7.99,5.08 +33224,0.39,Very Good,F,VS2,62.4,58.0,821,4.61,4.65,2.89 +16298,1.0,Premium,F,VS2,61.9,59.0,6521,6.36,6.41,3.95 +51223,0.71,Fair,E,SI1,64.7,59.0,2352,5.61,5.58,3.62 +39331,0.51,Premium,G,SI1,61.4,58.0,1071,5.17,5.14,3.16 +5272,0.79,Very Good,E,VVS1,63.1,60.0,3796,5.88,5.84,3.7 +21731,1.03,Ideal,D,VVS2,62.0,56.0,9798,6.46,6.55,4.03 +32048,0.41,Very Good,D,VS2,62.8,58.0,779,4.73,4.76,2.98 +23829,1.56,Premium,F,SI1,60.7,59.0,11901,7.55,7.45,4.55 +36091,0.32,Very Good,F,VVS1,61.9,59.0,926,4.34,4.39,2.7 +32305,0.25,Very Good,I,VVS2,61.6,56.0,455,4.06,4.09,2.51 +1295,0.7,Good,E,VS1,61.0,61.0,2952,5.69,5.72,3.48 +41264,0.33,Ideal,E,SI1,59.6,57.0,501,4.49,4.53,2.69 +13075,1.26,Ideal,D,SI2,61.6,56.0,5412,6.99,6.95,4.3 +34459,0.34,Ideal,D,VS1,60.9,56.0,865,4.51,4.56,2.76 +4514,1.02,Good,F,SI2,64.2,61.0,3633,6.3,6.21,4.02 +4718,0.38,Ideal,J,VS2,62.3,55.0,572,4.63,4.65,2.89 +19073,1.54,Premium,G,SI2,59.4,60.0,7848,7.52,7.49,4.46 +2168,0.72,Ideal,H,VS1,61.6,55.0,3133,5.76,5.8,3.56 +15593,1.05,Ideal,H,SI1,61.3,57.0,6255,6.51,6.54,4.0 +4476,0.92,Premium,H,SI1,62.4,58.0,3624,6.19,6.22,3.87 +13875,1.13,Premium,H,VS2,61.4,61.0,5650,6.71,6.67,4.11 +27040,0.32,Very Good,G,VS1,61.7,55.0,645,4.37,4.41,2.71 +4998,0.9,Good,I,VVS1,63.9,63.0,3741,6.04,6.07,3.87 +6673,1.08,Premium,J,SI1,61.0,60.0,4098,6.57,6.62,4.02 +46263,0.54,Ideal,G,VS1,62.0,56.0,1754,5.21,5.24,3.24 +32576,0.33,Very Good,F,VVS2,61.2,55.0,801,4.45,4.47,2.73 +26119,2.54,Very Good,I,SI2,63.5,58.0,15394,8.67,8.56,5.47 +39383,0.4,Ideal,E,SI1,62.2,54.0,1074,4.76,4.72,2.95 +37599,0.23,Very Good,E,VVS2,59.0,63.0,485,3.98,4.05,2.37 +19315,1.61,Premium,F,SI1,62.9,59.0,8024,7.5,7.43,4.69 +2012,0.71,Ideal,E,VS2,62.2,56.0,3103,5.7,5.75,3.56 +39759,0.51,Ideal,G,SI2,61.3,55.0,1094,5.17,5.19,3.17 +28610,0.3,Premium,E,SI1,62.1,60.0,675,4.29,4.27,2.66 +43820,0.51,Good,E,SI1,63.9,54.0,1443,5.09,5.05,3.24 +36255,0.41,Ideal,E,VS2,62.3,56.0,935,4.74,4.77,2.96 +42310,0.41,Ideal,F,VVS1,61.8,55.0,1295,4.76,4.78,2.95 +20906,1.3,Premium,G,VS2,62.5,58.0,9120,6.97,6.93,4.36 +28812,0.4,Good,E,SI1,64.2,56.0,682,4.66,4.69,3.0 +41306,0.38,Ideal,F,IF,60.7,57.0,1212,4.69,4.73,2.86 +52258,0.52,Ideal,F,VVS2,60.9,56.0,2489,5.19,5.23,3.17 +800,0.7,Premium,E,VS2,59.5,59.0,2862,5.82,5.77,3.45 +11704,0.34,Premium,H,VS1,61.6,59.0,596,4.49,4.54,2.78 +51071,0.71,Very Good,F,SI1,61.1,57.0,2333,5.71,5.74,3.5 +37038,0.38,Premium,H,VVS1,61.2,60.0,967,4.68,4.7,2.87 +31103,0.34,Ideal,D,VS2,61.0,58.0,753,4.49,4.53,2.75 +47532,0.75,Fair,J,VS1,61.9,67.0,1869,5.8,5.7,3.56 +12997,1.01,Premium,H,VS2,61.5,59.0,5400,6.49,6.48,3.99 +199,0.7,Ideal,E,SI1,61.4,57.0,2777,5.76,5.7,3.52 +45097,0.54,Ideal,I,IF,61.6,53.0,1647,5.26,5.3,3.25 +36946,0.23,Good,D,VVS1,64.8,58.0,478,3.83,3.85,2.49 +46227,0.5,Ideal,D,VS2,62.3,55.0,1752,5.07,5.11,3.17 +29286,0.24,Ideal,G,VS1,62.3,57.0,436,3.99,4.02,2.49 +26402,2.01,Very Good,I,VS2,62.1,60.0,15919,7.96,8.01,4.96 +24021,1.4,Very Good,E,VS1,59.1,57.0,12196,7.28,7.38,4.33 +43711,0.51,Ideal,I,VS2,61.1,56.0,1437,5.16,5.18,3.16 +31558,0.38,Very Good,G,VS2,59.9,58.0,766,4.72,4.77,2.84 +14719,0.3,Good,H,VVS2,63.1,60.0,605,4.24,4.28,2.69 +51801,0.7,Premium,H,VS2,60.7,59.0,2415,5.68,5.66,3.44 +2821,1.0,Fair,F,SI2,65.1,55.0,3265,6.26,6.23,4.07 +25437,1.54,Premium,F,VS2,62.8,58.0,14188,7.33,7.29,4.59 +2667,0.85,Premium,G,VS2,61.0,58.0,3237,6.11,6.08,3.72 +580,0.78,Ideal,I,VS2,61.8,55.0,2834,5.92,5.95,3.67 +9146,1.01,Fair,D,SI2,64.6,62.0,4538,6.26,6.21,4.03 +48333,0.62,Ideal,D,SI1,62.2,55.0,1959,5.45,5.51,3.41 +46807,0.57,Very Good,E,VS2,62.1,59.0,1807,5.29,5.27,3.28 +24900,1.58,Premium,D,SI1,60.2,58.0,13329,7.6,7.46,4.56 +28522,0.41,Very Good,E,SI1,60.0,58.0,674,4.79,4.88,2.9 +40925,0.3,Ideal,F,SI1,62.0,55.1,499,4.29,4.32,2.67 +28572,0.3,Very Good,H,VS1,63.2,56.0,675,4.29,4.25,2.7 +42249,0.57,Ideal,H,SI1,59.3,60.0,1292,5.44,5.48,3.24 +24384,0.3,Very Good,G,VVS2,62.9,55.0,638,4.28,4.31,2.7 +9018,0.9,Very Good,D,SI1,61.9,55.0,4514,6.18,6.22,3.84 +10643,0.93,Premium,G,VS2,62.2,59.0,4834,6.21,6.26,3.88 +45488,0.5,Ideal,E,VS1,62.4,58.0,1678,5.04,5.06,3.15 +52910,0.64,Ideal,G,VVS2,61.8,54.0,2587,5.53,5.56,3.42 +15572,1.56,Good,I,SI1,64.0,57.0,6246,7.32,7.28,4.67 +13713,0.37,Ideal,H,VS2,61.7,55.0,603,4.64,4.67,2.87 +35124,0.35,Ideal,G,VVS1,61.0,56.0,887,4.56,4.59,2.79 +27065,2.03,Ideal,G,SI2,61.1,57.0,17182,8.16,8.21,5.0 +27470,2.04,Very Good,I,VS1,61.8,60.0,18127,8.11,8.21,5.04 +36829,0.33,Ideal,F,IF,62.2,53.0,957,4.46,4.48,2.78 +20534,1.56,Premium,D,SI2,61.1,56.0,8858,7.54,7.45,4.58 +18939,1.01,Very Good,D,VS1,63.1,56.0,7785,6.38,6.33,4.01 +39006,0.51,Premium,G,SI2,63.0,61.0,1056,5.08,4.99,3.17 +17738,1.5,Premium,I,SI2,59.5,62.0,7140,7.46,7.39,4.42 +18325,1.34,Very Good,D,SI2,61.7,58.0,7453,7.04,7.1,4.36 +30533,0.39,Ideal,E,VS2,61.4,55.0,734,4.76,4.81,2.94 +25882,2.06,Premium,I,SI2,60.1,58.0,14982,8.32,8.26,4.98 +11527,1.32,Premium,E,I1,62.2,58.0,5027,7.05,6.97,4.36 +10831,0.9,Ideal,H,VS2,60.9,54.0,4871,6.19,6.22,3.78 +50345,0.85,Good,G,SI1,64.2,58.0,2244,6.01,5.92,3.83 +48682,0.53,Ideal,G,VVS1,60.8,56.0,2005,5.22,5.24,3.18 +34075,0.4,Very Good,F,VS1,60.9,61.0,851,4.75,4.78,2.9 +24814,2.29,Ideal,J,SI2,62.3,57.0,13200,8.39,8.43,5.24 +43603,0.31,Good,G,VS2,63.2,58.0,507,4.28,4.3,2.71 +42436,0.53,Ideal,D,SI2,61.9,55.0,1314,5.19,5.24,3.23 +41580,0.44,Premium,E,VS1,60.7,58.0,1238,4.91,4.88,2.97 +2059,0.32,Premium,H,VS1,60.6,60.0,561,4.4,4.44,2.68 +20340,1.22,Premium,G,VS1,62.2,59.0,8739,6.87,6.82,4.26 +10584,1.01,Very Good,H,VS2,62.5,57.0,4821,6.37,6.44,4.0 +15401,1.02,Premium,G,VS2,62.7,58.0,6169,6.45,6.4,4.03 +26088,2.03,Premium,G,SI1,61.9,59.0,15322,8.14,8.09,5.02 +51854,0.7,Premium,D,SI2,59.5,60.0,2423,5.78,5.73,3.43 +42474,0.5,Ideal,F,SI1,61.3,56.0,1317,5.13,5.09,3.13 +49825,0.7,Fair,F,SI1,65.9,59.0,2167,5.53,5.49,3.63 +42784,0.4,Good,F,VVS1,61.9,61.0,1349,4.71,4.73,2.92 +41835,0.5,Fair,D,SI1,64.6,59.0,1253,4.93,4.95,3.19 +22072,1.07,Ideal,F,VVS2,60.3,55.0,10093,6.65,6.68,4.02 +8178,1.04,Very Good,F,SI2,62.4,54.0,4364,6.46,6.53,4.05 +2994,0.9,Premium,G,SI2,61.1,58.0,3303,6.18,6.22,3.79 +48763,0.6,Premium,E,SI1,59.6,59.0,2016,5.52,5.48,3.28 +30557,0.31,Ideal,D,VS2,61.2,55.0,734,4.36,4.46,2.7 +50082,0.52,Very Good,F,VVS1,61.7,56.0,2205,5.17,5.22,3.2 +10789,1.26,Ideal,J,SI2,62.8,54.0,4860,6.91,6.89,4.33 +28098,0.31,Very Good,F,SI1,63.5,56.0,663,4.33,4.3,2.74 +12238,1.01,Premium,H,VS1,62.7,58.0,5199,6.37,6.39,4.0 +33662,0.36,Ideal,E,VS1,61.4,54.0,835,4.59,4.63,2.83 +5777,0.73,Ideal,F,VVS1,62.7,56.0,3900,5.76,5.72,3.6 +6773,0.9,Good,G,VS1,65.8,59.0,4108,6.0,6.04,3.96 +49088,0.56,Ideal,D,SI1,61.8,55.0,2061,5.32,5.36,3.3 +11172,1.0,Premium,H,VS1,62.4,58.0,4950,6.43,6.4,4.0 +17792,1.0,Premium,F,VS2,60.7,57.0,7168,6.5,6.45,3.93 +12636,1.0,Premium,F,SI1,62.7,59.0,5292,6.4,6.36,4.0 +31661,0.38,Ideal,G,VS2,61.5,54.4,768,4.65,4.7,2.88 +33711,0.42,Ideal,F,SI1,61.6,55.0,838,4.85,4.83,2.98 +4136,0.81,Very Good,G,VS1,62.6,55.0,3544,5.92,5.97,3.72 +29524,0.38,Ideal,I,VS1,62.3,55.0,703,4.63,4.66,2.89 +46710,0.52,Ideal,E,VS1,62.6,57.0,1793,5.15,5.11,3.21 +48060,0.55,Ideal,D,VS2,61.5,56.0,1928,5.25,5.28,3.24 +36985,0.5,Very Good,J,SI1,63.3,60.0,963,4.99,4.97,3.15 +35566,0.35,Ideal,G,VS1,62.1,56.0,906,4.56,4.52,2.82 +41064,0.49,Ideal,H,SI2,60.7,56.0,1190,5.13,5.18,3.13 +2752,0.81,Good,G,VS2,62.9,58.0,3250,5.88,5.94,3.72 +8602,1.03,Good,D,SI1,64.3,58.0,4441,6.31,6.28,4.05 +60,0.3,Good,I,SI1,63.2,55.0,405,4.25,4.29,2.7 +7710,1.0,Ideal,J,VS2,61.9,54.0,4278,6.41,6.45,3.98 +22430,1.2,Ideal,G,VVS2,61.1,56.0,10454,6.88,6.91,4.21 +5076,1.01,Premium,G,SI2,62.9,57.0,3750,6.39,6.33,4.0 +38000,0.43,Ideal,G,VS1,61.1,56.0,1008,4.9,4.86,2.98 +26433,2.01,Very Good,I,VS2,62.3,59.0,15965,8.02,8.1,5.02 +13128,0.91,Ideal,E,SI1,62.3,55.0,5431,6.2,6.23,3.87 +3771,0.9,Premium,J,VVS2,62.5,61.0,3459,6.15,6.08,3.82 +36180,0.45,Ideal,F,SI1,60.8,56.0,930,4.97,4.93,3.01 +42322,0.41,Ideal,F,VVS1,62.0,55.0,1295,4.74,4.78,2.95 +7823,1.0,Premium,D,SI2,60.3,58.0,4295,6.48,6.45,3.9 +21832,1.5,Very Good,E,SI2,60.7,55.0,9900,7.39,7.44,4.5 +46448,0.56,Ideal,E,VS1,61.6,56.0,1773,5.26,5.32,3.26 +4712,0.31,Premium,D,SI1,60.9,60.0,571,4.38,4.39,2.67 +33300,0.31,Ideal,G,SI1,62.2,55.0,462,4.35,4.36,2.71 +17754,1.13,Ideal,G,VS2,61.9,56.0,7147,6.68,6.71,4.14 +30190,0.33,Premium,G,VVS2,61.3,59.0,722,4.42,4.45,2.72 +48281,0.53,Ideal,D,VS2,61.2,56.0,1956,5.23,5.2,3.19 +11380,0.34,Very Good,E,SI1,62.9,56.0,596,4.45,4.48,2.81 +49699,0.71,Very Good,F,SI2,62.8,58.0,2147,5.63,5.7,3.56 +13550,1.06,Premium,I,VS1,61.2,57.1,5550,6.56,6.59,4.03 +12580,1.2,Premium,H,SI2,62.3,58.0,5280,6.76,6.81,4.23 +23419,1.53,Very Good,E,SI1,63.5,58.0,11406,7.35,7.29,4.65 +46496,0.52,Ideal,F,VS1,62.2,55.0,1778,5.14,5.18,3.21 +26710,0.32,Ideal,H,VVS2,61.8,55.0,645,4.38,4.42,2.72 +33233,0.37,Ideal,D,SI1,61.1,57.0,823,4.63,4.64,2.83 +39872,0.36,Premium,E,VVS2,61.7,59.0,1102,4.56,4.52,2.8 +53292,0.3,Good,D,SI1,63.3,55.0,552,4.28,4.31,2.72 +48395,0.7,Premium,I,VS2,63.0,60.0,1966,5.62,5.59,3.53 +41344,0.55,Ideal,I,VS2,61.3,54.0,1216,5.28,5.36,3.26 +44091,0.57,Ideal,H,VS1,61.7,54.0,1554,5.33,5.36,3.3 +52811,0.71,Premium,I,VVS1,63.0,58.0,2572,5.68,5.66,3.57 +8823,1.02,Good,E,SI2,64.3,58.0,4478,6.36,6.26,4.06 +19112,1.2,Ideal,I,VVS2,61.5,56.0,7877,6.79,6.84,4.19 +40479,0.53,Good,E,SI2,63.4,56.0,1141,5.16,5.18,3.28 +24974,1.51,Premium,F,VS2,62.2,60.0,13474,7.25,7.34,4.54 +27043,0.32,Premium,F,VS2,59.4,58.0,645,4.44,4.48,2.65 +7772,1.02,Very Good,F,SI2,60.9,58.0,4284,6.43,6.55,3.95 +7205,0.86,Very Good,D,VS2,62.8,55.0,4191,6.07,6.13,3.83 +53935,0.72,Premium,D,SI1,62.7,59.0,2757,5.69,5.73,3.58 +42524,0.4,Premium,F,VVS1,60.2,59.0,1323,4.76,4.74,2.86 +16344,1.1,Ideal,G,VS1,61.3,54.0,6535,6.69,6.65,4.09 +35619,0.37,Good,I,VS2,64.0,56.0,473,4.58,4.45,2.89 +40087,0.33,Premium,H,IF,60.3,59.0,1114,4.49,4.47,2.7 +2848,0.79,Ideal,D,SI1,61.3,54.0,3270,6.01,5.96,3.67 +42445,0.51,Very Good,E,SI1,61.6,53.0,1315,5.16,5.19,3.19 +27460,2.04,Premium,H,SI1,62.5,61.0,18115,8.08,8.04,5.04 +30287,0.34,Very Good,F,SI2,63.0,58.0,447,4.45,4.47,2.81 +21399,1.51,Premium,E,SI2,61.1,60.0,9513,7.37,7.27,4.47 +30730,0.32,Ideal,F,VVS2,62.1,54.0,739,4.42,4.44,2.75 +15826,1.02,Premium,F,VS2,62.7,59.0,6333,6.44,6.41,4.03 +41251,0.3,Very Good,F,SI1,62.1,60.0,500,4.26,4.28,2.65 +35452,0.32,Ideal,E,VS2,62.0,55.0,900,4.38,4.36,2.71 +18762,1.14,Ideal,G,VS2,61.4,56.0,7667,6.74,6.77,4.15 +13911,1.07,Premium,F,SI1,59.6,58.0,5662,6.72,6.68,3.99 +31798,0.42,Premium,F,SI1,61.5,58.0,773,4.8,4.83,2.96 +5627,0.92,Premium,D,SI2,59.4,59.0,3877,6.39,6.28,3.76 +52846,0.7,Ideal,E,SI1,62.3,56.0,2575,5.68,5.72,3.55 +36179,0.46,Ideal,G,SI1,62.0,53.0,930,4.99,5.04,3.11 +47687,0.56,Premium,E,VS2,58.8,59.0,1882,5.45,5.36,3.18 +9530,1.01,Ideal,J,VS2,61.3,56.0,4617,6.46,6.5,3.97 +37163,0.32,Ideal,D,VS2,62.3,57.0,972,4.41,4.39,2.74 +25701,0.34,Good,D,VS2,63.6,55.0,644,4.4,4.43,2.81 +31251,0.41,Good,D,SI1,56.5,63.0,758,4.98,4.94,2.8 +44479,0.62,Premium,F,SI1,61.7,59.0,1595,5.51,5.48,3.39 +39444,0.52,Premium,G,SI2,58.4,62.0,1076,5.33,5.28,3.1 +48418,0.7,Very Good,I,VS1,62.4,58.0,1971,5.62,5.67,3.52 +9185,1.1,Very Good,J,VS1,60.9,59.0,4545,6.65,6.74,4.08 +43018,0.5,Ideal,H,VS1,61.9,54.0,1370,5.12,5.15,3.18 +42260,0.47,Good,E,VS2,58.4,60.3,1294,5.08,5.17,3.0 +3037,0.3,Good,G,VS1,63.4,55.0,565,4.26,4.32,2.72 +36741,0.32,Ideal,G,IF,60.9,56.0,954,4.41,4.43,2.69 +6047,0.32,Ideal,I,VS2,60.3,56.0,576,4.45,4.44,2.68 +24517,2.02,Good,J,SI1,63.5,60.0,12798,7.93,7.98,5.05 +17725,0.26,Very Good,E,VVS2,62.9,56.0,614,4.07,4.1,2.57 +30858,0.33,Ideal,G,VS2,62.6,57.0,743,4.47,4.45,2.79 +29459,0.39,Very Good,D,VS2,62.2,58.0,702,4.63,4.69,2.9 +23694,2.02,Very Good,J,SI2,62.4,55.0,11757,8.05,8.11,5.04 +6386,0.25,Premium,E,VVS2,62.5,59.0,576,4.02,4.04,2.52 +22296,1.01,Premium,F,VVS1,60.8,58.0,10341,6.55,6.48,3.96 +8044,0.38,Premium,I,SI1,60.5,58.0,581,4.67,4.72,2.84 +12079,1.29,Ideal,D,I1,61.3,56.0,5158,7.05,6.99,4.3 +14798,1.27,Very Good,I,SI1,63.1,59.0,5953,6.83,6.87,4.32 +41367,0.43,Very Good,H,VVS1,60.2,55.0,1220,4.92,4.95,2.97 +27232,1.7,Good,F,VS2,62.2,56.0,17597,7.54,7.6,4.71 +44626,0.57,Ideal,G,VS2,61.6,57.0,1608,5.32,5.36,3.29 +52335,0.7,Good,G,VS2,63.8,55.0,2496,5.66,5.59,3.59 +14183,1.0,Very Good,D,SI1,60.5,58.0,5755,6.42,6.48,3.9 +964,0.71,Ideal,E,VS2,62.7,56.0,2891,5.71,5.75,3.59 +13584,1.05,Premium,F,SI1,61.8,56.0,5557,6.55,6.45,4.02 +38812,0.31,Premium,G,VVS1,62.5,57.0,1046,4.4,4.3,2.72 +45964,0.24,Ideal,D,VVS2,61.0,57.0,526,4.03,4.07,2.47 +10848,1.16,Premium,I,SI1,62.7,57.0,4872,6.76,6.67,4.21 +47896,0.48,Very Good,F,VVS1,62.3,55.0,1914,5.02,5.05,3.13 +286,0.73,Good,E,SI1,63.2,58.0,2796,5.7,5.76,3.62 +15022,1.0,Premium,G,VS2,63.0,58.0,6048,6.4,6.33,4.01 +10708,1.11,Ideal,I,SI1,61.4,60.0,4849,6.61,6.65,4.07 +88,0.24,Premium,H,VVS1,60.8,59.0,554,4.02,4.0,2.44 +41850,0.53,Ideal,H,SI1,61.9,56.0,1255,5.17,5.23,3.22 +40078,0.33,Premium,E,VVS2,60.3,58.0,1114,4.49,4.47,2.7 +13252,1.03,Ideal,E,SI1,61.3,57.0,5476,6.48,6.51,3.98 +23428,1.32,Ideal,G,VVS2,62.3,57.0,11419,6.96,7.04,4.36 +23327,1.53,Premium,F,SI1,62.0,56.0,11370,7.47,7.39,4.61 +43785,0.57,Ideal,G,SI1,62.2,55.0,1441,5.33,5.35,3.32 +52908,0.64,Ideal,G,VVS2,60.7,57.0,2587,5.58,5.63,3.4 +19976,1.23,Ideal,F,VS1,61.3,57.0,8523,6.86,6.93,4.23 +44427,0.61,Ideal,F,SI2,61.9,57.0,1588,5.45,5.41,3.36 +39796,0.38,Ideal,D,VS1,62.4,56.0,1095,4.64,4.68,2.91 +28666,0.4,Ideal,F,SI2,62.1,54.0,677,4.75,4.78,2.96 +32273,0.3,Very Good,E,VVS2,60.8,60.0,789,4.27,4.31,2.61 +7483,1.06,Premium,G,SI2,61.1,62.0,4238,6.61,6.55,4.02 +48518,0.58,Ideal,E,VS2,61.6,55.0,1984,5.38,5.33,3.3 +45542,0.51,Ideal,F,VS2,62.9,55.0,1687,5.12,5.08,3.21 +34397,0.3,Ideal,F,VVS1,60.5,56.0,863,4.34,4.45,2.66 +41418,0.47,Good,G,VS2,60.1,60.3,1226,5.02,5.07,3.03 +19213,1.21,Ideal,E,SI1,62.1,56.0,7955,6.83,6.88,4.26 +40298,0.4,Ideal,G,VS1,62.4,57.0,1125,4.74,4.72,2.95 +46571,0.59,Very Good,F,VS2,61.6,56.0,1784,5.39,5.41,3.33 +20232,1.5,Very Good,I,VS2,63.0,57.0,8662,7.2,7.25,4.55 +48461,0.5,Good,G,IF,64.0,55.0,1976,5.05,5.08,3.24 +2967,1.02,Good,J,SI2,63.1,58.0,3298,6.34,6.38,4.01 +38927,0.31,Good,E,IF,64.2,60.0,1052,4.28,4.22,2.73 +50987,0.31,Very Good,H,VS1,62.9,58.0,544,4.31,4.34,2.72 +43087,0.55,Very Good,E,SI1,63.2,58.0,1381,5.21,5.23,3.3 +50590,0.7,Very Good,G,VS2,58.2,60.0,2282,5.84,5.78,3.38 +6561,1.0,Ideal,E,SI2,62.3,57.0,4077,6.33,6.28,3.93 +53152,0.7,Ideal,I,SI1,60.4,57.0,2623,5.75,5.79,3.49 +2560,0.8,Ideal,D,SI2,61.9,54.0,3210,5.95,6.0,3.7 +44333,0.33,Good,I,VS1,63.1,56.0,521,4.38,4.4,2.77 +29069,0.4,Very Good,E,SI1,61.7,60.0,687,4.68,4.72,2.9 +29131,0.44,Ideal,E,SI2,62.0,54.0,691,4.9,4.94,3.05 +53005,0.7,Premium,F,SI1,60.0,60.0,2596,5.62,5.55,3.6 +44786,0.5,Ideal,D,SI1,61.7,56.0,1623,5.16,5.11,3.17 +29410,0.38,Ideal,I,VS1,61.6,55.0,700,4.68,4.73,2.9 +8226,1.0,Ideal,F,SI2,61.2,57.0,4372,6.39,6.48,3.94 +35295,0.3,Premium,H,VS2,62.5,59.0,473,4.23,4.28,2.66 +26491,2.01,Fair,D,SI2,66.9,57.0,16086,7.87,7.76,5.23 +30229,0.33,Premium,E,VS2,61.7,60.0,723,4.4,4.45,2.73 +53025,0.7,Fair,E,SI2,65.0,54.0,2600,5.56,5.52,3.6 +32593,0.3,Ideal,F,VVS1,61.8,54.0,802,4.33,4.37,2.69 +41743,0.5,Premium,D,SI2,62.6,58.0,1243,5.04,4.96,3.13 +7537,0.7,Very Good,D,VVS1,62.7,54.0,4244,5.67,5.71,3.57 +3294,0.83,Very Good,E,SI1,63.5,58.0,3365,5.93,5.98,3.78 +26659,2.12,Ideal,H,SI2,62.4,57.0,16466,8.19,8.16,5.1 +53714,0.76,Ideal,F,SI1,62.6,56.0,2719,5.82,5.88,3.66 +44797,0.5,Very Good,E,VS2,61.5,56.0,1624,5.07,5.11,3.13 +18293,1.52,Fair,H,SI1,64.6,55.0,7433,7.24,7.19,4.66 +2761,0.73,Premium,D,VS2,59.8,58.0,3250,5.89,5.85,3.51 +41366,0.5,Premium,H,SI1,62.1,60.0,1219,5.06,5.02,3.13 +30927,0.35,Very Good,H,VVS1,60.1,62.0,745,4.52,4.57,2.73 +34181,0.33,Ideal,G,VS1,62.1,56.0,854,4.42,4.4,2.74 +34050,0.36,Premium,D,SI1,60.1,57.0,851,4.66,4.62,2.79 +27529,2.21,Ideal,G,SI2,61.9,55.0,18276,8.4,8.36,5.19 +16849,1.0,Ideal,E,VS2,62.8,57.0,6720,6.37,6.34,3.99 +30124,0.32,Ideal,G,VS2,61.4,57.0,720,4.4,4.39,2.7 +24170,1.71,Ideal,I,VS2,61.9,54.0,12342,7.65,7.75,4.77 +23251,1.7,Premium,I,VS2,61.2,59.0,11257,7.55,7.62,4.64 +39885,0.42,Ideal,G,VVS2,62.2,56.0,1103,4.81,4.77,2.98 +34663,0.31,Premium,E,VS2,61.6,59.0,872,4.35,4.32,2.67 +24029,1.11,Very Good,D,VVS1,62.5,58.0,12200,6.67,6.6,4.15 +40953,0.42,Ideal,D,VS1,61.5,54.0,1179,4.79,4.84,2.96 +14230,1.2,Ideal,G,VS1,61.7,56.0,5766,6.84,6.77,4.2 +15436,1.21,Premium,H,SI1,61.8,58.0,6180,6.83,6.79,4.21 +7140,1.11,Premium,E,SI2,61.0,60.0,4177,6.68,6.66,4.07 +43287,0.31,Ideal,H,VS2,61.0,57.0,507,4.38,4.41,2.68 +6967,1.14,Ideal,H,SI2,62.6,57.0,4150,6.71,6.65,4.18 +25638,1.13,Ideal,E,VVS1,60.6,57.0,14525,6.72,6.77,4.09 +39853,0.38,Ideal,E,VVS2,61.9,57.0,1100,4.63,4.65,2.87 +26842,1.51,Ideal,F,VVS2,62.6,57.0,16754,7.36,7.25,4.57 +12792,1.2,Premium,F,SI2,62.5,59.0,5332,6.74,6.68,4.2 +46367,0.54,Very Good,E,VS2,63.1,58.0,1760,5.21,5.13,3.26 +37458,0.42,Premium,H,VVS2,62.4,55.0,984,4.81,4.78,2.99 +10597,1.21,Good,J,SI2,61.1,60.8,4824,6.83,6.89,4.18 +14264,1.01,Very Good,E,VS2,61.7,56.0,5777,6.41,6.45,3.97 +24543,2.01,Premium,H,SI1,61.2,62.0,12829,8.18,8.12,4.99 +2523,1.04,Very Good,H,I1,61.6,61.0,3203,6.45,6.47,3.98 +35473,0.33,Premium,G,VVS2,61.5,62.0,901,4.43,4.39,2.71 +41261,0.31,Premium,H,SI2,59.5,59.0,501,4.45,4.39,2.63 +390,0.7,Very Good,F,VS2,61.7,58.0,2812,5.63,5.69,3.49 +21980,1.0,Premium,D,VVS2,61.6,60.0,10046,6.41,6.36,3.93 +35655,0.31,Ideal,G,VVS2,62.1,56.0,907,4.33,4.27,2.67 +45867,0.71,Very Good,D,I1,59.7,63.0,1715,5.8,5.7,3.43 +3314,0.71,Ideal,H,VVS2,61.7,57.0,3371,5.68,5.73,3.53 +14494,1.0,Very Good,H,VS2,61.3,63.0,5854,6.38,6.4,3.92 +42872,0.43,Ideal,F,VVS1,62.1,55.0,1358,4.81,4.85,3.0 +17993,1.31,Premium,H,VS2,62.5,58.0,7277,6.97,6.94,4.35 +38310,0.31,Premium,J,VS2,62.7,58.0,488,4.34,4.3,2.71 +24136,1.5,Premium,G,VS2,62.5,59.0,12308,7.32,7.28,4.56 +11594,1.09,Ideal,E,SI2,61.7,58.0,5042,6.58,6.62,4.07 +19978,1.51,Very Good,J,VS1,61.2,63.0,8524,7.31,7.24,4.45 +51170,0.79,Good,H,SI2,59.2,58.0,2346,6.05,6.07,3.59 +46530,0.51,Ideal,G,VS1,62.7,56.0,1781,5.1,5.08,3.19 +5976,0.72,Premium,E,IF,61.3,60.0,3951,5.74,5.71,3.51 +39541,0.4,Ideal,F,VS2,62.9,57.0,1080,4.72,4.69,2.96 +23764,2.1,Good,I,SI2,62.9,64.0,11818,8.15,8.1,5.11 +19318,1.01,Ideal,G,VVS2,60.9,56.0,8029,6.51,6.55,3.98 +42403,0.53,Ideal,G,SI1,62.3,55.0,1308,5.13,5.24,3.23 +33123,0.39,Ideal,I,VS1,62.5,54.0,816,4.67,4.7,2.92 +48205,0.53,Ideal,G,VVS2,60.4,56.0,1948,5.24,5.29,3.18 +11696,1.01,Very Good,F,SI2,61.0,60.0,5067,6.42,6.46,3.93 +2150,1.13,Good,G,I1,63.4,58.0,3127,6.58,6.61,4.18 +42768,0.52,Ideal,G,SI1,60.0,56.0,1346,5.24,5.27,3.15 +45508,0.52,Very Good,E,VS1,60.7,54.0,1682,5.22,5.29,3.19 +41122,0.58,Ideal,J,VS2,62.8,57.0,1196,5.33,5.28,3.33 +36459,0.31,Ideal,D,VS2,62.2,55.0,942,4.34,4.31,2.69 +21981,1.03,Ideal,F,VVS2,61.1,57.0,10049,6.51,6.54,3.99 +39298,0.3,Ideal,H,VS2,62.3,56.0,491,4.27,4.3,2.67 +14144,1.21,Premium,I,VS1,61.9,58.0,5739,6.76,6.81,4.2 +31511,0.34,Ideal,G,VS2,62.2,57.0,765,4.47,4.44,2.77 +9048,0.4,Good,E,SI2,61.2,61.0,588,4.71,4.74,2.89 +3818,0.77,Ideal,H,VS1,61.3,56.0,3468,5.91,5.97,3.64 +11953,1.11,Premium,D,SI2,61.3,60.0,5134,6.6,6.54,4.03 +36391,0.38,Ideal,D,VS1,62.0,57.0,942,4.7,4.69,2.91 +46996,0.54,Ideal,D,VS2,61.9,55.0,1817,5.23,5.24,3.24 +19435,1.23,Ideal,G,VS2,62.4,57.0,8085,6.83,6.88,4.28 +8269,0.9,Very Good,D,SI1,59.4,62.0,4381,6.19,6.24,3.69 +35534,0.3,Premium,G,VVS1,62.4,59.0,905,4.31,4.25,2.67 +33196,0.3,Ideal,H,VVS1,62.6,56.0,819,4.28,4.25,2.67 +34147,0.33,Ideal,H,VVS2,62.2,54.0,854,4.46,4.44,2.77 +45506,1.0,Premium,J,I1,58.3,58.0,1681,6.61,6.51,3.82 +3323,0.81,Ideal,E,SI1,61.5,56.0,3373,6.01,6.03,3.7 +40031,0.41,Ideal,G,SI1,61.6,57.0,1110,4.77,4.81,2.95 +31312,0.32,Ideal,E,VS1,59.9,55.0,758,4.46,4.49,2.68 +11966,1.0,Premium,H,VS2,59.7,59.0,5139,6.57,6.52,3.91 +50811,0.7,Premium,E,SI2,60.6,59.0,2307,5.76,5.73,3.48 +4940,1.01,Ideal,J,SI2,61.6,55.0,3732,6.45,6.5,3.99 +38158,0.53,Very Good,J,SI1,62.7,54.0,1014,5.17,5.23,3.26 +25404,1.51,Very Good,D,VS2,62.3,59.0,14112,7.29,7.34,4.56 +48881,0.7,Premium,E,SI2,61.8,58.0,2037,5.73,5.7,3.53 +21989,1.2,Premium,G,VVS2,61.2,58.0,10053,6.88,6.84,4.2 +16413,1.0,Very Good,G,VS1,63.2,58.0,6552,6.32,6.27,3.98 +2177,0.7,Premium,F,VVS2,62.6,59.0,3136,5.66,5.62,3.53 +18217,1.0,Premium,G,VVS2,60.5,62.0,7392,6.44,6.39,3.88 +33101,0.38,Premium,D,SI1,59.1,58.0,815,4.77,4.74,2.81 +21677,1.52,Very Good,H,SI1,63.4,55.0,9780,7.25,7.3,4.61 +48709,0.7,Very Good,G,SI1,61.7,57.0,2010,5.65,5.8,3.53 +38569,0.42,Ideal,H,VVS1,61.8,55.0,1035,4.85,4.8,2.98 +29265,0.31,Ideal,E,SI1,62.8,57.0,698,4.34,4.32,2.72 +33129,0.31,Premium,G,VVS1,61.1,58.0,816,4.32,4.35,2.65 +36580,0.4,Premium,E,SI1,61.3,61.0,945,4.76,4.73,2.91 +9010,1.01,Premium,H,SI1,61.8,61.0,4513,6.47,6.4,3.98 +24724,2.03,Very Good,I,SI2,62.8,59.0,13063,8.04,8.08,5.06 +24036,0.29,Good,F,IF,56.8,65.0,633,4.37,4.4,2.49 +34406,0.3,Ideal,G,IF,61.5,55.0,863,4.33,4.35,2.67 +15091,1.21,Premium,E,SI2,58.8,58.0,6065,7.07,6.91,4.11 +6836,1.01,Good,F,SI2,63.6,59.0,4121,6.34,6.37,4.04 +24437,2.01,Premium,J,SI1,60.5,59.0,12690,8.12,8.01,4.88 +4560,0.9,Very Good,I,VS1,62.2,58.0,3644,6.13,6.18,3.83 +11242,1.26,Fair,G,SI2,53.2,61.0,4966,7.44,7.36,3.94 +13504,1.01,Very Good,D,SI1,61.5,61.0,5542,6.37,6.47,3.95 +21374,0.34,Premium,D,SI1,62.7,59.0,626,4.42,4.45,2.78 +24591,1.49,Premium,G,VS1,60.8,62.0,12900,7.41,7.36,4.49 +37468,0.42,Ideal,G,VS1,62.7,54.0,984,4.83,4.8,3.02 +51160,0.71,Premium,F,SI1,60.2,60.0,2345,5.79,5.71,3.46 +33145,0.31,Premium,H,IF,61.0,58.0,816,4.34,4.38,2.66 +31679,0.26,Premium,E,VVS1,61.8,58.0,769,4.14,4.11,2.55 +44465,0.52,Ideal,H,VS2,60.3,57.0,1593,5.21,5.23,3.15 +51377,0.62,Very Good,H,IF,60.3,59.0,2367,5.52,5.55,3.34 +21861,1.23,Ideal,G,VVS2,62.4,55.0,9921,6.8,6.88,4.27 +23672,1.5,Very Good,E,SI1,61.9,59.0,11717,7.26,7.32,4.51 +51027,0.76,Fair,H,SI1,61.9,70.0,2328,5.84,5.77,3.59 +7513,1.01,Ideal,I,SI1,60.2,59.0,4241,6.54,6.49,3.92 +40702,0.44,Very Good,E,VS1,60.7,58.0,1158,4.88,4.91,2.97 +50620,0.23,Very Good,E,VS2,62.4,60.0,400,3.9,3.92,2.44 +25732,1.51,Good,G,IF,62.8,60.0,14654,7.18,7.24,4.53 +23088,1.57,Premium,G,SI1,59.5,58.0,11113,7.61,7.56,4.51 +24095,1.61,Premium,H,VS1,62.5,58.0,12242,7.57,7.46,4.7 +33623,0.33,Ideal,G,SI2,61.2,56.0,463,4.48,4.51,2.75 +1799,0.7,Very Good,F,VS1,62.8,59.0,3053,5.65,5.69,3.56 +19735,1.54,Very Good,H,SI2,62.3,56.0,8301,7.33,7.38,4.58 +23366,0.31,Ideal,J,VS1,62.1,55.0,424,4.35,4.38,2.71 +2579,0.81,Premium,E,SI1,60.8,59.0,3213,5.99,5.95,3.63 +5248,0.9,Very Good,D,SI2,64.0,58.0,3789,6.06,6.11,3.9 +11734,1.0,Premium,H,VS2,59.6,59.0,5069,6.54,6.47,3.88 +8949,1.19,Premium,I,SI2,62.6,58.0,4498,6.82,6.69,4.23 +48945,0.58,Very Good,F,VS1,62.4,55.0,2046,5.33,5.34,3.33 +1887,0.72,Very Good,D,VS2,62.6,59.0,3075,5.69,5.72,3.57 +30976,0.37,Premium,F,VS2,60.6,58.0,746,4.63,4.67,2.82 +21531,1.01,Premium,F,IF,62.3,57.0,9627,6.5,6.35,4.0 +45756,0.49,Fair,E,VVS2,65.5,58.0,1705,4.91,4.86,3.2 +10510,1.07,Ideal,E,SI2,61.2,56.0,4799,6.63,6.66,4.07 +3833,0.88,Very Good,H,VS2,63.2,57.0,3472,6.08,6.15,3.87 +5167,1.02,Good,H,SI2,57.9,61.0,3770,6.75,6.68,3.89 +52157,0.8,Very Good,I,SI1,61.9,56.0,2473,5.94,5.98,3.69 +13205,1.12,Ideal,D,SI2,62.6,57.0,5456,6.61,6.65,4.15 +33194,0.3,Very Good,H,VVS1,63.1,54.0,819,4.34,4.28,2.72 +20127,1.65,Premium,I,SI2,62.0,59.0,8590,7.61,7.54,4.7 +41394,0.5,Very Good,E,SI1,62.6,56.0,1222,5.06,5.07,3.17 +32213,0.31,Ideal,G,VVS1,60.9,55.0,789,4.4,4.43,2.69 +31646,0.33,Ideal,J,VS1,61.6,54.0,451,4.5,4.52,2.78 +49520,0.71,Ideal,H,SI2,62.1,57.0,2122,5.68,5.76,3.55 +42901,0.54,Good,H,VS1,63.2,60.0,1361,5.13,5.16,3.25 +45710,0.56,Ideal,G,VS2,61.7,56.0,1698,5.34,5.3,3.28 +31949,0.3,Premium,F,VS2,61.6,58.0,776,4.31,4.29,2.65 +31218,0.32,Very Good,D,SI1,63.1,57.0,756,4.38,4.37,2.76 +21593,1.63,Ideal,I,SI1,61.3,56.0,9694,7.64,7.56,4.66 +20748,1.21,Ideal,G,VS1,61.4,56.0,8985,6.9,6.84,4.22 +10656,1.15,Ideal,G,SI2,62.3,56.0,4838,6.67,6.75,4.18 +18390,0.32,Very Good,D,SI1,60.1,60.0,619,4.38,4.4,2.64 +18745,1.24,Premium,G,VS1,62.0,59.0,7660,6.88,6.92,4.28 +42448,0.53,Ideal,E,SI2,60.9,57.0,1315,5.23,5.21,3.18 +48422,0.61,Good,F,VS2,63.0,64.2,1971,5.29,5.32,3.34 +18167,1.51,Good,I,SI1,63.9,63.0,7365,7.2,7.17,4.59 +27842,0.31,Premium,E,SI1,61.2,58.0,651,4.38,4.34,2.67 +22401,1.4,Ideal,G,VS2,62.1,55.0,10427,7.12,7.05,4.4 +28420,0.43,Ideal,H,SI1,62.1,57.0,669,4.77,4.83,2.98 +39648,0.47,Very Good,F,SI1,63.3,60.0,1086,4.98,4.94,3.14 +14147,1.22,Premium,D,SI1,62.3,60.0,5739,6.84,6.8,4.25 +12552,1.14,Premium,G,SI1,63.0,59.0,5273,6.68,6.62,4.19 +18993,1.14,Ideal,F,VS2,61.9,57.0,7819,6.67,6.7,4.13 +34916,0.34,Premium,F,VS2,60.7,60.0,880,4.5,4.46,2.72 +43690,0.5,Very Good,D,SI1,58.5,60.0,1436,5.13,5.19,3.02 +36843,0.37,Premium,F,VS2,59.7,59.0,957,4.68,4.64,2.78 +2364,0.9,Premium,J,VS1,62.3,56.0,3175,6.23,6.19,3.87 +37237,0.4,Ideal,E,VS2,62.0,57.0,975,4.7,4.66,2.9 +21926,1.26,Ideal,F,VS2,61.2,57.0,9999,6.96,6.99,4.27 +22871,2.24,Premium,H,SI2,61.8,58.0,10913,8.41,8.34,5.18 +38823,0.5,Very Good,I,SI1,62.4,58.0,1048,5.0,5.06,3.14 +4199,1.01,Premium,J,SI2,62.5,62.0,3563,6.41,6.36,3.99 +23532,1.63,Premium,I,VS1,61.1,57.0,11534,7.7,7.58,4.67 +45450,0.53,Ideal,H,VVS2,61.8,56.0,1674,5.2,5.22,3.22 +29089,0.34,Premium,H,VS2,59.0,59.0,689,4.61,4.55,2.7 +53187,0.59,Very Good,F,IF,59.9,63.0,2632,5.44,5.47,3.27 +23413,1.12,Ideal,F,VVS1,61.0,56.0,11403,6.71,6.74,4.1 +49024,0.57,Ideal,F,VS1,62.6,56.0,2052,5.33,5.27,3.32 +22169,1.51,Ideal,E,SI2,62.5,57.0,10210,7.29,7.34,4.57 +2597,0.52,Ideal,D,VVS1,62.0,57.0,3218,5.15,5.17,3.2 +32098,0.33,Ideal,E,VS1,62.7,57.0,781,4.38,4.45,2.77 +12933,1.02,Very Good,H,VS2,62.4,57.0,5383,6.43,6.35,3.99 +38744,0.35,Ideal,E,VVS1,62.2,56.0,1044,4.51,4.53,2.81 +15858,1.22,Ideal,E,SI2,62.7,57.0,6343,6.84,6.81,4.28 +36638,0.41,Good,D,SI1,63.8,56.0,947,4.72,4.68,3.0 +18134,1.33,Premium,E,SI2,62.0,57.0,7341,7.15,7.08,4.41 +41133,0.42,Very Good,D,VVS1,61.4,55.0,1197,4.82,4.86,2.97 +12813,1.13,Ideal,F,SI1,59.7,57.0,5342,6.82,6.79,4.06 +8146,0.96,Ideal,G,SI1,62.6,57.0,4355,6.28,6.24,3.92 +10437,1.2,Very Good,I,SI1,61.7,56.0,4785,6.82,6.76,4.19 +3436,0.91,Very Good,G,SI2,62.0,58.0,3387,6.13,6.2,3.82 +4021,0.9,Ideal,G,SI2,61.2,57.0,3521,6.24,6.28,3.83 +23705,0.4,Good,J,VS1,63.2,57.0,631,4.7,4.73,2.98 +39947,0.24,Good,F,VVS1,64.8,57.0,492,3.9,3.94,2.54 +24622,1.55,Ideal,G,SI1,61.7,57.0,12951,7.4,7.44,4.58 +10014,1.01,Premium,H,SI1,62.6,61.0,4707,6.39,6.36,3.99 +35362,0.38,Premium,H,VS2,61.8,58.0,898,4.66,4.63,2.87 +8127,1.1,Premium,H,SI1,62.1,58.0,4354,6.61,6.59,4.1 +42619,0.32,Premium,H,VS2,62.5,59.0,505,4.33,4.38,2.72 +4681,0.73,Ideal,D,VS2,62.3,54.0,3673,5.77,5.8,3.6 +23214,1.61,Ideal,E,SI2,61.3,59.0,11220,7.47,7.57,4.61 +12520,1.22,Ideal,I,SI1,61.9,56.0,5261,6.87,6.83,4.24 +48174,0.57,Premium,D,VS2,61.9,58.0,1944,5.32,5.35,3.3 +16694,0.32,Good,I,SI1,63.5,57.0,421,4.3,4.33,2.74 +21966,1.54,Very Good,G,SI1,61.3,59.0,10036,7.38,7.41,4.53 +9091,0.9,Ideal,D,SI1,62.1,57.0,4523,6.18,6.25,3.86 +3652,0.73,Ideal,I,VS2,60.8,56.0,3438,5.82,5.85,3.55 +46706,0.77,Premium,J,VS2,62.3,58.0,1792,5.86,5.8,3.63 +3528,0.9,Premium,G,SI1,60.6,60.0,3407,6.22,6.15,3.75 +26685,0.33,Ideal,E,SI2,61.7,55.0,427,4.44,4.47,2.75 +8099,1.04,Ideal,I,SI1,61.7,57.0,4344,6.49,6.54,4.02 +234,0.51,Ideal,F,VVS1,62.0,57.0,2787,5.11,5.15,3.18 +17563,1.0,Premium,F,VS2,59.0,59.0,7072,6.54,6.51,3.85 +27096,2.25,Premium,H,SI1,61.5,61.0,17233,8.47,8.41,5.19 +25254,1.61,Ideal,H,VS2,61.8,56.0,13873,7.48,7.52,4.63 +1265,0.73,Ideal,G,VS1,61.7,55.0,2948,5.8,5.84,3.59 +30774,0.37,Ideal,G,VS1,61.9,54.0,741,4.62,4.68,2.88 +44673,0.49,Ideal,E,VS2,61.3,55.0,1609,5.11,5.13,3.14 +17,0.3,Ideal,I,SI2,62.0,54.0,348,4.31,4.34,2.68 +28650,0.31,Very Good,I,VS2,62.3,57.0,435,4.32,4.35,2.7 +51368,0.71,Ideal,F,SI2,61.2,55.0,2365,5.77,5.79,3.54 +4993,0.9,Good,D,SI2,63.8,58.0,3740,6.13,6.09,3.9 +10583,1.01,Very Good,H,VS2,62.6,61.0,4821,6.35,6.4,3.99 +12675,1.09,Very Good,G,SI1,60.2,60.0,5305,6.66,6.7,4.02 +35649,0.31,Ideal,G,VVS2,61.8,56.0,907,4.36,4.31,2.68 +32982,0.37,Ideal,E,VS2,61.2,57.0,811,4.58,4.64,2.82 +19156,1.19,Ideal,D,VS2,60.4,56.0,7916,6.87,6.93,4.17 +33420,0.32,Ideal,H,VVS2,62.9,57.0,828,4.39,4.36,2.75 +47368,0.63,Premium,E,SI1,58.8,59.0,1846,5.68,5.62,3.32 +8621,1.05,Premium,F,SI1,61.8,58.0,4445,6.51,6.44,4.01 +6294,1.15,Very Good,J,SI2,63.6,57.0,4021,6.6,6.64,4.21 +4046,0.92,Premium,I,SI1,60.7,58.0,3529,6.3,6.25,3.81 +33947,0.31,Ideal,H,SI1,62.4,55.0,464,4.31,4.35,2.7 +49879,0.7,Good,H,SI1,63.8,58.0,2176,5.66,5.59,3.59 +24469,1.7,Premium,I,VS1,59.8,59.0,12737,7.79,7.7,4.63 +9244,1.21,Good,J,SI2,60.4,56.0,4559,6.84,6.93,4.16 +22809,2.0,Premium,G,SI2,60.7,60.0,10833,8.13,8.07,4.92 +12987,1.0,Very Good,E,SI1,63.2,57.0,5396,6.39,6.36,4.03 +21262,1.01,Premium,F,VVS1,62.8,58.0,9412,6.39,6.35,4.0 +28778,0.34,Ideal,G,VS1,62.0,55.0,681,4.47,4.5,2.78 +10603,0.98,Very Good,H,VS2,59.9,60.0,4826,6.45,6.38,3.84 +45167,0.5,Premium,D,SI1,62.6,56.0,1654,5.05,5.04,3.16 +21411,1.19,Ideal,G,VVS2,60.8,59.0,9524,6.84,6.81,4.15 +6151,0.7,Ideal,E,VVS2,62.3,53.7,3990,5.67,5.72,3.55 +254,0.63,Premium,E,VVS1,60.9,60.0,2789,5.55,5.52,3.37 +19885,1.2,Very Good,F,VS2,61.1,59.0,8436,6.81,6.87,4.18 +44098,0.54,Premium,E,VS2,59.6,59.0,1555,5.32,5.26,3.16 +51004,0.71,Ideal,H,SI1,62.3,54.0,2326,5.74,5.76,3.58 +28635,0.33,Very Good,I,SI1,63.0,57.0,434,4.37,4.39,2.76 +6590,1.06,Premium,E,SI1,59.2,60.0,4078,6.64,6.6,3.92 +47843,0.65,Ideal,H,SI1,61.5,55.0,1908,5.59,5.63,3.45 +20140,1.2,Premium,G,VS1,60.2,60.0,8596,7.0,6.91,4.19 +6357,1.0,Very Good,F,SI2,63.4,58.0,4036,6.31,6.25,3.98 +30670,0.4,Very Good,F,SI1,62.8,59.0,737,4.71,4.72,2.96 +22026,0.38,Ideal,E,SI2,62.1,54.1,628,4.64,4.69,2.9 +14367,1.02,Ideal,G,VS2,62.0,57.0,5816,6.38,6.46,3.98 +5758,1.04,Premium,G,SI2,60.6,59.0,3896,6.6,6.56,3.99 +19378,0.4,Good,E,SI2,63.1,57.0,622,4.7,4.72,2.97 +20740,0.9,Ideal,D,VVS1,62.0,56.0,8979,6.16,6.19,3.83 +48248,0.73,Very Good,J,VS2,60.6,61.0,1952,5.77,5.81,3.51 +2210,1.0,Fair,G,SI2,64.6,67.0,3142,6.25,6.19,4.02 +14505,1.81,Fair,J,I1,68.0,57.0,5859,7.43,7.39,5.04 +39144,0.41,Premium,G,VS2,62.6,58.0,1061,4.74,4.71,2.96 +45443,0.7,Fair,J,VS2,64.6,58.0,1672,5.58,5.56,3.6 +25052,2.17,Premium,J,SI2,62.3,58.0,13556,8.31,8.26,5.16 +44481,0.55,Ideal,E,VS2,60.3,57.0,1596,5.28,5.3,3.19 +21313,1.51,Very Good,I,VS1,61.8,63.0,9467,7.28,7.34,4.52 +16939,1.22,Very Good,I,VS1,62.9,53.8,6763,6.79,6.83,4.29 +9910,1.02,Premium,H,SI1,62.6,59.0,4688,6.43,6.38,4.01 +3793,0.7,Good,D,VS1,60.4,62.0,3463,5.73,5.76,3.47 +29982,0.31,Ideal,F,VVS2,61.2,56.0,716,4.4,4.43,2.7 +19830,1.7,Premium,F,SI2,60.2,61.0,8397,7.79,7.68,4.66 +47335,0.23,Very Good,E,VVS1,60.0,59.0,530,3.97,4.03,2.4 +28880,0.31,Ideal,D,SI1,61.8,57.0,684,4.37,4.33,2.69 +32783,0.32,Ideal,D,VVS2,61.2,56.0,803,4.39,4.43,2.7 +48268,0.52,Ideal,H,IF,62.1,57.0,1956,5.13,5.16,3.19 +47880,0.58,Ideal,G,VS1,61.5,55.0,1911,5.36,5.41,3.31 +46021,0.53,Ideal,E,VS2,62.5,57.0,1727,5.18,5.16,3.23 +17454,1.01,Premium,F,VS1,61.3,58.0,6999,6.44,6.52,3.97 +12529,1.24,Premium,J,VS2,61.8,57.6,5265,6.84,6.88,4.24 +22292,2.18,Very Good,E,I1,62.0,60.0,10340,8.25,8.33,5.14 +9610,1.02,Ideal,G,SI1,59.2,57.0,4633,6.52,6.56,3.87 +37887,0.5,Premium,G,SI2,61.9,58.0,1006,5.12,5.09,3.16 +46771,0.66,Premium,F,SI1,60.6,58.0,1802,5.69,5.63,3.43 +17096,1.02,Very Good,E,VS2,62.5,57.0,6816,6.36,6.41,3.99 +36652,0.35,Premium,J,VS1,62.4,58.0,949,5.67,5.64,3.53 +27766,0.32,Ideal,H,VS2,62.0,55.0,648,4.42,4.39,2.73 +53300,0.3,Ideal,D,SI1,61.4,56.0,552,4.32,4.35,2.66 +37345,0.31,Ideal,D,VVS2,62.0,56.0,982,4.37,4.34,2.7 +14744,1.26,Ideal,G,SI2,60.9,55.0,5937,7.0,7.05,4.28 +37981,0.51,Very Good,H,SI1,61.2,55.0,1008,5.19,5.21,3.18 +5673,0.9,Good,E,SI1,58.1,64.0,3884,6.26,6.28,3.64 +30741,0.43,Good,E,SI1,63.2,57.0,739,4.78,4.84,3.04 +29806,0.3,Ideal,D,SI1,61.9,56.0,709,4.31,4.28,2.66 +40847,0.46,Premium,E,VS2,58.5,61.0,1173,5.1,5.05,2.97 +11445,1.11,Ideal,I,SI1,62.2,54.0,5006,6.64,6.68,4.14 +23643,1.51,Premium,F,SI1,60.7,58.0,11666,7.41,7.38,4.49 +19872,1.44,Premium,I,VS1,62.6,59.0,8426,7.08,7.14,4.45 +2439,0.7,Ideal,H,VS1,61.2,55.0,3185,5.71,5.76,3.51 +20938,1.05,Ideal,E,VVS2,62.4,56.0,9146,6.52,6.49,4.06 +12917,1.2,Ideal,I,SI1,62.6,58.0,5376,6.74,6.71,4.21 +43802,0.58,Ideal,F,SI1,59.9,56.0,1442,5.41,5.47,3.26 +50572,0.61,Ideal,E,VS2,62.2,54.0,2278,5.51,5.49,3.42 +18612,1.36,Premium,I,VS1,62.0,59.0,7592,7.1,7.06,4.39 +22947,1.51,Ideal,G,SI1,62.3,54.0,10993,7.38,7.32,4.58 +48595,0.7,Fair,H,SI1,61.0,66.0,1995,5.68,5.64,3.45 +18987,1.51,Good,I,SI2,63.6,60.0,7815,7.23,7.27,4.61 +17462,1.0,Very Good,E,VS1,61.2,57.0,7002,6.43,6.47,3.95 +35518,0.43,Ideal,I,VVS1,62.2,57.0,905,4.81,4.84,3.0 +40630,0.41,Ideal,E,VS1,61.7,55.0,1153,4.78,4.75,2.94 +14120,1.04,Premium,F,SI1,62.5,60.0,5724,6.46,6.43,4.03 +29683,0.39,Ideal,F,SI1,61.3,56.0,707,4.73,4.77,2.91 +9107,0.96,Premium,H,VS2,61.7,55.0,4529,6.36,6.31,3.91 +17562,1.05,Ideal,G,VS2,62.2,54.0,7070,6.53,6.55,4.07 +51637,0.31,Premium,H,VS1,59.7,58.0,544,4.41,4.43,2.64 +9143,1.12,Very Good,H,SI2,62.4,55.0,4538,6.63,6.68,4.15 +53034,0.7,Very Good,E,SI1,62.3,57.0,2604,5.63,5.7,3.53 +45192,0.51,Premium,G,VS1,62.3,59.0,1656,5.06,5.12,3.17 +6302,0.9,Premium,G,VS2,61.0,58.0,4022,6.2,6.13,3.76 +19764,1.0,Premium,D,VS1,61.9,55.0,8333,6.4,6.36,3.95 +5586,1.0,Fair,F,SI2,65.5,54.0,3864,6.2,6.16,4.05 +49368,0.7,Ideal,E,SI2,62.9,56.0,2100,5.66,5.6,3.54 +13398,0.32,Ideal,F,VS2,61.9,55.0,602,4.41,4.45,2.74 +7945,1.0,Premium,G,SI2,61.8,58.0,4319,6.39,6.43,3.96 +35825,0.48,Good,G,SI1,64.7,58.0,914,4.84,4.93,3.16 +15193,1.31,Very Good,J,VS1,63.7,55.0,6101,6.94,7.01,4.44 +22742,3.01,Fair,H,I1,56.1,62.0,10761,9.54,9.38,5.31 +52991,0.77,Fair,H,VS1,64.6,56.4,2594,5.78,5.84,3.75 +37846,0.33,Ideal,D,VS2,61.9,57.0,1002,4.47,4.42,2.75 +25616,1.51,Ideal,G,VS2,61.8,54.0,14482,7.42,7.38,4.57 +4828,0.9,Premium,F,SI2,61.4,62.0,3704,6.2,6.11,3.78 +48204,0.53,Ideal,G,VVS2,61.7,56.0,1948,5.2,5.23,3.22 +3698,1.04,Very Good,I,SI2,61.6,58.0,3449,6.47,6.58,4.02 +25258,2.12,Premium,E,SI2,62.4,58.0,13884,8.22,8.18,5.12 +5996,1.03,Premium,J,VS1,61.8,58.0,3957,6.51,6.41,3.99 +45260,0.54,Ideal,F,VS2,62.2,57.0,1662,5.21,5.24,3.25 +40987,0.5,Ideal,E,SI2,63.0,57.0,1181,5.09,5.04,3.19 +152,0.74,Ideal,I,SI1,61.3,56.0,2769,5.82,5.86,3.57 +23496,2.29,Very Good,H,SI2,63.4,57.0,11502,8.4,8.33,5.3 +43393,0.57,Ideal,I,VS2,61.9,57.0,1410,5.3,5.33,3.29 +16527,1.05,Ideal,G,VS2,62.8,57.0,6604,6.49,6.45,4.06 +45770,0.54,Very Good,E,VS2,61.2,58.0,1707,5.21,5.28,3.21 +10252,1.06,Ideal,I,SI1,61.2,56.0,4749,6.6,6.57,4.03 +17362,1.01,Ideal,E,VS2,61.3,57.0,6968,6.49,6.46,3.97 +2050,0.32,Very Good,G,VS2,62.4,59.0,561,4.33,4.36,2.71 +17242,1.6,Premium,F,SI2,61.8,57.0,6899,7.51,7.46,4.63 +1224,0.7,Good,F,VVS2,63.1,57.0,2940,5.59,5.66,3.55 +36545,0.4,Premium,F,SI1,62.6,59.0,945,4.74,4.68,2.95 +2712,0.25,Fair,D,VS1,61.2,55.0,563,4.09,4.11,2.51 +20792,1.12,Ideal,F,VS1,62.1,54.0,9030,6.66,6.73,4.16 +35288,0.36,Premium,G,SI2,60.8,58.0,473,4.57,4.61,2.79 +50326,0.63,Very Good,G,VS1,59.9,57.0,2241,5.57,5.62,3.35 +29541,0.31,Ideal,D,VS1,62.1,56.0,704,4.3,4.36,2.69 +33893,0.3,Ideal,E,VS2,62.6,54.0,844,4.31,4.28,2.69 +4766,0.72,Premium,F,VVS1,62.8,58.0,3689,5.75,5.68,3.59 +34800,0.4,Ideal,G,VS1,60.7,57.0,877,4.77,4.78,2.9 +9517,1.22,Ideal,I,SI2,61.8,57.0,4612,6.9,6.83,4.23 +14721,0.3,Ideal,G,VS1,62.5,57.0,605,4.29,4.32,2.69 +11846,0.95,Very Good,D,SI1,63.7,55.0,5101,6.2,6.24,3.96 +50978,0.31,Premium,G,VS2,59.2,60.0,544,4.42,4.47,2.63 +44526,0.5,Ideal,E,SI1,61.3,56.2,1601,5.12,5.14,3.15 +31739,0.35,Premium,D,SI1,61.5,58.0,772,4.55,4.53,2.79 +53487,0.57,Ideal,F,VVS1,62.5,56.0,2682,5.27,5.32,3.31 +46637,0.3,Ideal,G,VS2,61.3,56.0,526,4.28,4.3,2.63 +52639,0.24,Very Good,F,VVS2,62.0,58.0,552,3.95,3.98,2.46 +26835,2.01,Good,E,SI2,60.0,64.0,16733,8.17,8.09,4.88 +52631,0.37,Very Good,G,SI1,60.0,57.0,551,4.67,4.7,2.81 +7201,1.0,Premium,G,SI1,60.0,62.0,4189,6.48,6.45,3.88 +22781,1.45,Premium,D,SI1,62.2,58.0,10800,7.12,7.03,4.4 +10634,1.15,Premium,H,SI2,62.0,58.0,4830,6.7,6.66,4.14 +36643,0.43,Ideal,F,SI1,61.3,56.0,948,4.9,4.86,2.99 +23113,1.7,Very Good,H,VVS2,63.2,56.0,11133,7.59,7.56,4.79 +53090,0.77,Ideal,H,SI1,61.7,56.0,2612,5.9,5.85,3.62 +9935,0.93,Premium,D,SI2,62.0,56.0,4692,6.27,6.22,3.87 +1698,0.91,Good,I,SI2,60.2,59.0,3034,6.24,6.29,3.77 +52118,0.74,Very Good,H,VS2,59.9,57.0,2463,5.87,5.91,3.53 +41333,0.5,Good,F,SI1,59.6,61.0,1214,5.12,5.19,3.07 +40088,0.33,Premium,H,IF,62.0,58.0,1114,4.42,4.39,2.73 +8647,1.0,Premium,F,SI2,61.3,61.0,4452,6.39,6.36,3.91 +33636,0.37,Premium,E,SI1,61.8,58.0,833,4.64,4.59,2.85 +14478,1.12,Premium,H,VS1,62.1,58.0,5845,6.6,6.64,4.11 +45163,0.5,Ideal,D,SI1,62.9,57.0,1654,5.08,5.06,3.19 +19019,2.11,Very Good,G,I1,63.2,57.0,7834,8.13,8.07,5.12 +43755,0.61,Premium,I,VS2,61.8,56.0,1438,5.44,5.41,3.35 +52611,0.81,Very Good,G,SI2,63.4,58.0,2545,5.87,5.92,3.74 +41068,0.51,Ideal,F,SI2,60.2,55.0,1191,5.19,5.24,3.14 +50760,0.57,Good,F,VVS2,57.6,60.0,2298,5.49,5.45,3.15 +21147,1.51,Good,I,VVS1,64.0,60.0,9301,7.21,7.26,4.63 +34481,0.33,Premium,E,VS2,60.6,58.0,866,4.49,4.45,2.71 +51312,0.31,Ideal,G,VS2,59.1,57.0,544,4.45,4.48,2.64 +45930,0.53,Ideal,G,VS1,61.9,56.0,1721,5.17,5.2,3.21 +7539,1.09,Very Good,D,SI2,59.2,63.0,4244,6.67,6.71,3.96 +21499,1.53,Ideal,I,VS2,62.2,57.0,9596,7.39,7.33,4.58 +22803,1.04,Ideal,F,VVS1,61.6,55.0,10825,6.5,6.53,4.02 +23771,2.01,Very Good,H,SI1,63.1,56.0,11825,8.05,8.0,5.06 +6248,0.9,Ideal,G,SI1,61.6,58.0,4008,6.16,6.21,3.81 +31744,0.4,Ideal,D,SI1,62.1,56.0,772,4.7,4.74,2.93 +46834,0.67,Premium,F,SI1,61.3,59.0,1809,5.65,5.63,3.46 +22885,1.01,Premium,D,VVS2,62.4,58.0,10927,6.44,6.39,4.0 +19473,1.26,Ideal,H,SI1,61.9,57.0,8110,6.88,6.93,4.27 +36929,0.41,Ideal,G,VS1,61.9,57.0,961,4.81,4.76,2.96 +52959,0.24,Very Good,E,VVS1,62.2,59.0,552,3.99,4.02,2.49 +32663,0.31,Premium,H,VVS2,62.4,58.0,802,4.31,4.28,2.68 +43213,0.57,Very Good,E,SI1,62.1,58.0,1397,5.28,5.32,3.29 +11831,1.21,Good,J,VS2,61.0,64.0,5096,6.89,6.79,4.17 +40279,0.35,Very Good,F,SI2,61.2,55.0,494,4.56,4.57,2.79 +37098,0.41,Premium,E,SI1,62.8,59.0,969,4.75,4.74,2.98 +3746,0.3,Very Good,F,VS1,61.0,60.0,570,4.3,4.22,2.6 +22112,1.24,Ideal,F,VS1,61.5,54.0,10138,6.93,6.89,4.25 +46507,0.5,Ideal,G,VVS2,61.0,56.0,1779,5.13,5.14,3.13 +26864,2.02,Good,I,VS2,57.9,62.0,16789,8.25,8.3,4.79 +19371,0.27,Ideal,D,VVS2,62.6,56.0,622,4.13,4.15,2.59 +42541,0.5,Premium,F,VS2,61.7,60.0,1323,5.06,5.02,3.11 +2171,0.94,Good,I,SI2,63.8,60.0,3134,6.14,6.21,3.94 +50504,0.71,Ideal,I,VS2,62.1,57.0,2270,5.72,5.64,3.53 +14311,1.24,Ideal,H,SI2,62.0,56.0,5797,6.87,6.9,4.27 +40886,0.57,Premium,F,SI2,61.7,59.0,1176,5.34,5.31,3.29 +1890,0.72,Ideal,H,VVS1,62.2,57.0,3075,5.72,5.75,3.57 +25413,2.14,Ideal,I,SI2,60.7,57.0,14138,8.34,8.4,5.08 +34509,0.33,Premium,H,IF,62.0,58.0,868,4.39,4.42,2.73 +22478,1.7,Premium,I,SI1,59.7,60.0,10501,7.77,7.72,4.62 +52934,0.7,Good,F,VS2,62.9,61.0,2591,5.6,5.63,3.53 +53864,1.0,Fair,I,SI2,66.8,56.0,2743,6.22,6.12,4.13 +48929,0.74,Premium,F,SI1,58.8,61.0,2042,5.88,5.82,3.44 +48276,0.53,Ideal,D,VS2,61.2,55.0,1956,5.25,5.21,3.2 +46928,0.52,Premium,G,VS1,62.4,59.0,1815,5.16,5.13,3.21 +53625,0.3,Ideal,D,SI1,62.0,56.0,552,4.3,4.34,2.68 +8115,0.78,Ideal,D,VS1,62.2,57.0,4350,5.86,5.9,3.66 +43976,0.3,Ideal,I,VS1,62.6,54.0,518,4.24,4.29,2.67 +33955,0.23,Very Good,E,VVS2,61.8,59.0,465,3.92,3.95,2.43 +12659,1.02,Premium,F,SI1,62.3,58.0,5301,6.38,6.46,4.0 +28423,0.42,Very Good,H,SI1,61.5,54.0,670,4.87,4.89,3.0 +27093,2.01,Ideal,I,VS1,61.4,59.0,17227,8.06,8.13,4.97 +16820,1.04,Premium,G,VS2,60.1,59.0,6709,6.59,6.56,3.95 +130,0.91,Fair,H,SI2,65.7,60.0,2763,6.03,5.99,3.95 +27345,2.0,Good,G,VS2,64.1,55.0,17898,7.94,7.88,5.07 +16159,1.55,Premium,H,SI2,58.0,60.0,6458,7.61,7.58,4.41 +14085,1.01,Premium,G,VS2,62.6,56.0,5713,6.41,6.34,3.99 +7100,0.71,Ideal,F,VVS2,61.6,54.0,4167,5.76,5.79,3.56 +34476,0.38,Very Good,E,VS2,60.5,58.0,866,4.66,4.7,2.83 +27374,0.32,Ideal,G,SI1,61.5,55.0,647,4.4,4.44,2.72 +40450,0.36,Very Good,E,VVS1,61.4,56.0,1140,4.6,4.62,2.83 +8915,1.07,Premium,H,SI2,61.2,60.0,4494,6.57,6.53,4.01 +24215,1.4,Premium,F,VS1,58.8,61.0,12401,7.35,7.32,4.31 +43753,0.44,Ideal,E,VVS1,59.9,57.0,1438,4.93,4.97,2.96 +45128,0.59,Ideal,F,SI1,61.7,56.0,1652,5.36,5.4,3.32 +48936,0.72,Premium,D,SI2,59.1,58.0,2043,5.88,5.83,3.46 +51048,0.73,Ideal,H,SI1,62.8,57.0,2330,5.77,5.72,3.61 +24175,2.01,Ideal,I,SI2,62.1,55.0,12349,8.12,8.08,5.03 +51544,0.83,Fair,G,SI2,64.4,57.0,2386,5.93,5.86,3.8 +12233,1.02,Good,D,SI1,57.2,54.0,5198,6.66,6.62,3.8 +35734,0.3,Premium,D,VS2,62.0,58.0,911,4.32,4.29,2.67 +8775,1.01,Premium,F,SI2,62.6,54.0,4468,6.38,6.34,3.98 +32884,0.4,Premium,J,VS1,59.7,59.0,810,4.83,4.79,2.87 +36531,0.42,Ideal,I,VVS1,62.4,57.0,945,4.83,4.79,3.0 +24316,1.64,Ideal,H,VS2,60.6,57.0,12561,7.71,7.67,4.66 +25326,1.5,Good,E,VS2,63.9,58.0,14026,7.24,7.2,4.61 +9392,0.9,Premium,D,VS2,63.0,62.0,4586,6.13,6.06,3.84 +7973,0.9,Very Good,H,VS1,63.2,59.0,4324,6.08,6.11,3.85 +51685,0.74,Very Good,G,SI2,63.3,57.0,2398,5.73,5.7,3.62 +309,0.83,Ideal,G,SI1,62.3,57.0,2800,5.99,6.08,3.76 +28845,0.41,Ideal,H,SI1,62.6,55.0,683,4.77,4.79,2.99 +17535,1.01,Ideal,F,VS1,61.7,59.0,7056,6.44,6.42,3.97 +4880,0.9,Very Good,E,SI2,62.2,54.0,3715,6.13,6.21,3.84 +26980,2.15,Very Good,H,SI2,62.8,58.0,17065,8.17,8.22,5.15 +31944,0.3,Ideal,F,VS2,60.7,57.0,776,4.34,4.29,2.62 +10753,1.22,Ideal,F,SI2,62.0,57.0,4852,6.88,6.83,4.25 +46615,0.51,Very Good,D,VS2,61.1,59.0,1787,5.12,5.16,3.14 +51550,0.52,Ideal,G,VVS1,60.6,57.0,2387,5.21,5.26,3.17 +1457,0.8,Ideal,E,SI2,61.0,55.0,2978,6.0,6.03,3.67 +35698,0.3,Ideal,E,VS1,60.7,57.0,911,4.36,4.31,2.63 +35687,0.3,Premium,D,VS2,62.6,61.0,911,4.25,4.22,2.65 +53809,0.81,Very Good,G,SI1,60.7,56.0,2733,6.06,6.09,3.69 +15953,1.0,Very Good,F,VS2,63.3,55.0,6382,6.34,6.29,4.0 +26892,2.04,Premium,D,SI2,61.8,60.0,16872,8.09,8.13,5.01 +18024,1.5,Good,H,SI2,64.2,56.0,7291,7.26,7.2,4.64 +21713,0.5,Fair,F,I1,68.3,58.0,627,4.91,4.78,3.32 +42622,0.32,Very Good,H,VS2,63.0,57.0,505,4.35,4.38,2.75 +20377,0.31,Ideal,H,VVS2,62.4,57.0,625,4.32,4.36,2.71 +22849,1.5,Good,H,VS2,63.9,60.0,10886,7.22,7.17,4.6 +14617,1.14,Good,E,SI1,60.9,64.0,5899,6.78,6.68,4.09 +16562,1.09,Ideal,G,VS2,60.9,57.0,6617,6.69,6.72,4.08 +22008,1.73,Ideal,J,VS2,63.0,57.0,10076,7.64,7.6,4.8 +10691,1.2,Premium,I,VS2,62.3,57.0,4844,6.79,6.74,4.22 +29062,0.4,Good,E,SI1,63.7,56.0,687,4.66,4.69,2.98 +48300,0.51,Very Good,D,VS1,62.2,59.0,1959,5.1,5.13,3.18 +45147,0.5,Premium,F,VS2,61.3,60.0,1654,5.13,5.08,3.13 +52824,0.7,Premium,D,SI2,60.4,60.0,2573,5.74,5.79,3.48 +9064,1.28,Good,H,SI2,63.8,55.0,4516,6.84,6.79,4.35 +28873,0.32,Premium,J,IF,61.2,59.0,684,4.44,4.41,2.71 +29038,0.4,Good,E,SI1,63.8,56.0,687,4.7,4.74,3.01 +23607,2.01,Premium,H,SI2,61.5,59.0,11635,8.12,8.08,4.98 +7316,1.02,Premium,H,SI2,59.8,59.0,4207,6.5,6.54,3.9 +25488,1.56,Premium,G,VS1,60.9,58.0,14268,7.53,7.49,4.57 +14734,1.15,Very Good,D,SI1,61.7,58.0,5932,6.69,6.76,4.15 +39636,0.34,Ideal,G,IF,60.1,57.0,1084,4.58,4.54,2.74 +22683,0.4,Ideal,E,SI2,61.9,58.0,629,4.71,4.73,2.92 +15284,1.13,Ideal,G,SI1,62.0,55.0,6133,6.68,6.71,4.15 +29137,0.32,Ideal,G,VVS2,61.4,56.0,692,4.42,4.44,2.72 +45378,0.58,Ideal,F,VS2,62.1,56.0,1666,5.33,5.37,3.32 +17656,1.0,Good,D,VS2,63.1,56.0,7114,6.36,6.4,4.02 +15196,1.02,Very Good,I,VS2,61.5,57.0,6104,6.4,6.44,3.95 +11304,1.2,Premium,H,SI1,62.8,56.0,4980,6.76,6.68,4.22 +3765,0.9,Very Good,F,SI2,63.1,58.0,3457,6.13,6.11,3.86 +30918,0.34,Ideal,E,VS2,62.1,54.0,745,4.5,4.52,2.8 +21017,1.23,Ideal,G,VS1,62.1,57.0,9230,6.87,6.79,4.24 +24942,1.7,Ideal,G,VS1,62.5,57.0,13398,7.61,7.57,4.74 +4430,0.91,Very Good,G,SI2,62.9,54.0,3615,6.14,6.22,3.89 +19772,1.04,Ideal,D,VS1,59.1,56.0,8341,6.65,6.59,3.91 +30315,0.43,Premium,I,SI2,59.8,59.0,726,4.94,4.9,2.94 +1561,0.78,Ideal,G,SI1,60.6,57.0,3004,5.95,5.97,3.61 +29210,0.31,Ideal,F,VVS2,61.3,56.0,695,4.38,4.39,2.69 +47604,0.55,Very Good,G,VVS2,57.1,63.0,1879,5.39,5.47,3.1 +49110,0.98,Premium,I,I1,62.5,60.0,2064,6.31,6.25,3.93 +332,0.71,Ideal,G,VS2,61.3,56.0,2803,5.75,5.71,3.51 +18549,1.18,Ideal,F,VS2,62.0,57.0,7560,6.82,6.77,4.21 +15578,1.0,Very Good,H,VVS2,62.6,56.0,6249,6.36,6.39,3.99 +42940,0.26,Very Good,E,VVS2,61.4,57.0,506,4.1,4.13,2.52 +33155,0.31,Premium,G,VVS1,60.5,60.0,816,4.33,4.4,2.64 +23032,0.33,Premium,D,SI2,62.7,58.0,631,4.41,4.39,2.76 +47921,0.76,Premium,H,SI1,60.9,59.0,1915,5.91,5.86,3.58 +27101,2.01,Very Good,F,SI2,60.8,57.0,17244,8.09,8.15,4.94 +38681,0.3,Ideal,F,VVS1,61.5,56.0,1041,4.32,4.36,2.67 +11431,1.14,Ideal,H,SI1,61.6,57.0,5003,6.7,6.75,4.14 +35504,0.41,Ideal,E,SI1,61.8,56.0,904,4.78,4.77,2.95 +14829,1.01,Very Good,E,SI1,63.1,57.0,5973,6.4,6.37,4.03 +13959,1.01,Very Good,G,VS2,62.5,57.0,5679,6.37,6.4,3.99 +47576,0.51,Ideal,G,VVS2,61.6,56.0,1875,5.12,5.17,3.17 +18425,1.0,Good,G,VVS2,60.9,56.0,7492,6.49,6.52,3.96 +21643,1.34,Very Good,H,VVS2,59.7,60.0,9735,7.19,7.22,4.3 +1089,1.05,Premium,I,SI2,58.3,57.0,2911,6.72,6.67,3.9 +37094,0.41,Ideal,E,SI1,62.9,57.0,969,4.76,4.72,2.98 +43317,0.38,Ideal,E,IF,62.2,54.1,1402,4.64,4.67,2.89 +12926,1.01,Good,F,SI1,62.4,59.0,5378,6.29,6.33,3.94 +24349,2.02,Good,F,SI2,57.1,60.0,12615,8.31,8.25,4.73 +8430,1.03,Premium,H,SI1,58.6,61.0,4406,6.64,6.6,3.88 +11699,0.9,Good,E,VS1,62.2,60.0,5068,6.12,6.16,3.82 +21066,1.3,Ideal,D,SI1,61.8,56.0,9242,6.93,6.96,4.29 +4142,0.71,Premium,G,IF,61.9,58.0,3545,5.74,5.77,3.56 +45215,0.51,Very Good,E,VS2,60.5,56.0,1656,5.18,5.24,3.15 +47598,0.59,Very Good,G,VS1,62.0,56.0,1878,5.35,5.39,3.33 +14749,1.14,Ideal,H,VS2,61.7,57.0,5937,6.73,6.68,4.14 +7722,0.26,Premium,E,VS1,60.1,60.0,580,4.15,4.1,2.48 +27602,2.1,Ideal,H,SI2,63.1,55.0,18462,8.17,8.13,5.14 +31547,0.3,Ideal,E,VVS2,62.3,56.0,766,4.28,4.32,2.68 +9721,1.01,Very Good,G,SI1,62.4,58.0,4653,6.39,6.44,4.0 +21860,1.23,Ideal,G,VVS2,62.2,56.1,9921,6.8,6.87,4.25 +42475,0.5,Ideal,E,SI1,63.0,56.0,1317,5.13,5.06,3.21 +41832,0.32,Good,D,IF,57.8,56.0,1252,4.55,4.65,2.66 +50736,0.7,Very Good,H,SI1,60.4,61.0,2296,5.68,5.77,3.46 +20921,1.18,Premium,G,VVS2,61.6,58.0,9137,6.77,6.8,4.18 +36051,0.31,Ideal,G,IF,61.7,56.0,924,4.34,4.38,2.69 +41318,0.5,Very Good,G,SI1,62.2,58.0,1214,5.03,5.07,3.14 +28579,0.3,Very Good,H,VS1,63.3,57.0,675,4.25,4.22,2.68 +10966,0.78,Very Good,E,VVS1,61.3,60.0,4904,5.86,5.92,3.61 +44945,0.51,Ideal,G,VS1,61.2,55.0,1634,5.15,5.19,3.16 +25138,2.29,Fair,J,VS2,57.0,66.0,13701,8.8,8.6,4.98 +13933,1.27,Very Good,J,SI1,63.2,55.0,5669,6.89,6.87,4.35 +45141,0.56,Premium,F,VS2,59.6,58.0,1654,5.34,5.36,3.19 +25252,1.69,Ideal,F,SI1,63.0,57.0,13872,7.62,7.55,4.78 +14777,0.99,Ideal,F,VS1,61.0,55.0,5947,6.46,6.52,3.96 +38363,0.33,Ideal,D,VVS2,61.1,56.0,1021,4.46,4.44,2.72 +4314,1.07,Ideal,G,SI2,60.8,57.0,3595,6.62,6.6,4.02 +39827,0.39,Premium,G,VS1,62.4,57.0,1097,4.68,4.62,2.9 +9015,0.91,Very Good,H,VS1,60.0,58.0,4514,6.29,6.38,3.8 +49128,0.56,Ideal,D,VS2,61.2,56.0,2066,5.35,5.3,3.26 +37371,0.4,Premium,D,VS2,62.5,59.0,982,4.66,4.72,2.93 +6710,0.27,Ideal,I,VVS2,62.0,54.5,412,4.15,4.19,2.58 +26566,2.02,Ideal,F,SI2,62.2,57.0,16256,8.07,8.03,5.01 +43127,0.58,Ideal,H,SI1,60.6,56.0,1386,5.44,5.49,3.31 +17245,1.55,Ideal,E,SI2,62.3,55.0,6901,7.44,7.37,4.61 +18458,1.04,Ideal,F,VS2,61.1,57.0,7508,6.52,6.54,3.99 +23605,1.54,Premium,H,VS2,62.1,62.0,11632,7.38,7.31,4.56 +14938,1.21,Ideal,G,SI2,62.0,56.0,6017,6.83,6.81,4.23 +9696,0.32,Very Good,D,SI1,62.7,57.0,589,4.34,4.37,2.73 +17451,1.01,Very Good,F,VS1,62.8,58.0,6999,6.32,6.39,3.99 +18849,1.54,Premium,I,SI2,60.1,61.0,7727,7.46,7.41,4.47 +53667,0.81,Ideal,J,VS2,62.1,56.0,2708,5.92,5.97,3.69 +38074,0.3,Premium,E,VVS2,61.5,60.0,1013,4.31,4.28,2.64 +10943,1.01,Good,F,SI1,63.7,57.0,4899,6.35,6.4,4.06 +49132,0.56,Ideal,D,VS2,61.1,56.0,2066,5.33,5.3,3.25 +36079,0.37,Very Good,E,VS1,62.0,56.0,925,4.59,4.63,2.86 +41740,0.41,Ideal,E,VVS2,61.4,57.0,1243,4.79,4.76,2.93 +44256,0.51,Very Good,D,SI1,63.5,56.0,1574,5.08,5.06,3.22 +7235,0.9,Fair,I,VVS1,63.5,57.0,4194,5.98,6.09,3.83 +38874,0.4,Premium,F,VS1,62.4,59.0,1050,4.69,4.67,2.92 +5712,0.25,Very Good,F,VVS2,60.4,59.0,575,4.09,4.12,2.48 +46609,0.54,Ideal,D,SI1,62.9,57.0,1786,5.22,5.17,3.27 +27379,0.35,Premium,H,SI1,62.4,58.0,647,4.54,4.47,2.81 +25675,2.01,Good,I,SI1,59.4,63.0,14597,8.18,8.26,4.88 +31075,0.3,Good,F,VVS1,63.7,59.0,752,4.17,4.24,2.68 +7243,1.11,Premium,I,SI2,61.5,58.0,4196,6.65,6.61,4.08 +1595,0.8,Ideal,D,SI1,62.2,57.0,3011,5.89,5.85,3.65 +37954,0.41,Very Good,F,VS1,58.6,61.0,1007,4.83,4.87,2.84 +18973,1.21,Ideal,H,SI1,60.7,57.0,7810,6.85,6.89,4.17 +31484,0.34,Ideal,G,VS2,61.9,55.0,765,4.53,4.49,2.79 +12271,1.23,Premium,J,VS1,60.1,60.0,5209,6.9,6.95,4.16 +42428,0.51,Ideal,H,VS2,61.2,53.0,1312,5.22,5.18,3.18 +36457,0.31,Ideal,D,VS2,62.2,56.0,942,4.33,4.32,2.69 +50631,0.23,Very Good,D,VS2,62.9,57.0,402,3.92,3.97,2.48 +51153,0.9,Good,G,I1,63.6,61.0,2344,6.07,6.03,3.85 +50012,0.73,Very Good,H,SI1,62.8,55.0,2196,5.71,5.75,3.6 +40706,0.58,Ideal,I,SI2,61.3,56.0,1158,5.38,5.45,3.32 +14063,0.3,Ideal,H,VVS2,62.6,55.0,605,4.25,4.28,2.67 +48139,0.7,Very Good,F,SI2,62.1,57.0,1940,5.63,5.68,3.51 +10825,0.84,Very Good,D,VS1,60.1,58.0,4869,6.12,6.15,3.69 +39931,0.35,Very Good,I,VS2,61.7,57.0,491,4.52,4.56,2.8 +28024,0.3,Very Good,E,VS2,62.0,58.0,658,4.26,4.29,2.65 +28882,0.39,Premium,I,SI2,61.0,58.0,684,4.75,4.7,2.88 +27851,0.34,Ideal,H,VVS2,60.9,55.0,652,4.52,4.54,2.75 +10976,1.01,Good,D,SI1,64.1,60.0,4909,6.3,6.27,4.03 +27302,2.01,Ideal,F,SI2,61.3,60.0,17798,8.05,8.1,4.95 +30169,0.31,Very Good,E,VVS2,64.2,55.0,721,4.24,4.3,2.74 +28966,0.31,Ideal,E,SI2,60.1,57.0,435,4.41,4.44,2.66 +12309,1.13,Very Good,I,VS1,61.7,54.0,5220,6.71,6.74,4.15 +48926,0.7,Very Good,G,SI1,61.9,56.0,2042,5.68,5.73,3.53 +33890,0.3,Ideal,E,VS2,61.3,57.0,844,4.33,4.29,2.64 +19954,1.15,Premium,G,VVS2,58.4,59.0,8501,6.92,6.84,4.02 +7528,1.01,Premium,H,SI2,61.5,60.0,4242,6.4,6.34,3.92 +10382,0.32,Good,F,SI1,63.8,59.0,593,4.33,4.29,2.75 +27149,1.95,Very Good,H,VS2,61.7,55.0,17374,8.0,8.05,4.95 +26669,2.01,Premium,I,SI1,61.5,60.0,16499,8.12,8.01,4.96 +14722,0.3,Very Good,G,VS1,61.2,59.0,605,4.28,4.32,2.63 +4932,0.9,Good,H,SI1,61.4,60.0,3730,6.06,6.12,3.74 +46844,0.56,Ideal,F,SI1,61.1,56.0,1811,5.35,5.33,3.26 +15786,1.33,Premium,I,VS2,62.5,61.0,6316,7.02,6.99,4.38 +6218,0.7,Very Good,D,VS1,59.3,55.0,4003,5.86,5.83,3.47 +9385,0.32,Ideal,D,SI1,61.5,56.0,589,4.39,4.42,2.71 +8295,0.9,Premium,E,SI1,59.1,62.0,4385,6.33,6.3,3.73 +45332,0.51,Good,E,VS2,63.6,54.0,1662,5.09,5.06,3.23 +26217,2.15,Ideal,J,VS1,60.9,55.0,15613,8.35,8.39,5.1 +38402,0.35,Ideal,H,VVS1,62.3,55.0,1024,4.55,4.51,2.82 +17301,1.01,Premium,G,VS1,60.7,58.0,6932,6.49,6.52,3.95 +27420,2.03,Ideal,H,SI1,60.8,57.0,18026,8.24,8.18,4.99 +3882,0.9,Very Good,I,VS1,63.5,57.0,3484,6.06,6.03,3.84 +29942,0.29,Very Good,H,VS1,62.2,56.0,444,4.24,4.27,2.64 +16330,1.01,Very Good,F,VS2,63.3,57.0,6533,6.41,6.33,4.03 +48330,0.34,Premium,H,SI2,58.6,62.0,536,4.62,4.6,2.7 +33819,0.4,Premium,F,VS2,61.6,58.0,842,4.75,4.8,2.94 +10283,1.11,Premium,G,SI2,62.3,58.0,4755,6.65,6.61,4.13 +17733,1.03,Ideal,F,VS1,61.7,56.0,7137,6.49,6.54,4.02 +38510,0.5,Premium,G,SI2,62.0,59.0,1031,5.1,5.03,3.14 +51680,0.74,Premium,G,SI2,62.5,56.0,2398,5.81,5.75,3.61 +32437,0.43,Ideal,F,SI1,61.7,54.0,792,4.86,4.9,3.01 +4481,0.75,Ideal,D,VS2,61.7,55.0,3625,5.82,5.85,3.6 +2189,0.71,Ideal,H,VVS1,61.1,56.0,3137,5.78,5.81,3.53 +36382,0.38,Premium,D,SI1,62.2,58.0,941,4.63,4.57,2.86 +13085,1.04,Ideal,H,VS2,59.3,57.0,5416,6.64,6.58,3.92 +52779,0.78,Very Good,E,SI1,63.4,56.0,2565,5.84,5.9,3.72 +30367,0.36,Premium,I,VS1,62.0,59.0,729,4.6,4.53,2.83 +20699,1.5,Very Good,I,VS2,60.1,60.0,8974,7.38,7.35,4.43 +22286,1.57,Very Good,I,VS1,59.7,61.0,10336,7.51,7.62,4.52 +5686,1.01,Fair,J,VS2,59.6,62.0,3886,6.54,6.49,3.88 +41070,0.51,Ideal,H,SI1,59.9,56.0,1192,5.19,5.23,3.12 +8223,1.0,Very Good,F,SI2,61.3,61.0,4372,6.36,6.39,3.91 +21183,1.21,Ideal,F,VS1,59.7,57.0,9335,6.94,6.92,4.14 +12718,0.32,Ideal,E,VS2,61.8,54.0,599,4.4,4.43,2.73 +7003,1.0,Good,D,SI1,57.6,62.0,4155,6.62,6.5,3.78 +38692,0.37,Ideal,F,VS1,61.1,57.0,1041,4.65,4.61,2.83 +6435,1.2,Fair,G,SI2,65.5,59.0,4044,6.73,6.53,4.34 +50585,0.7,Very Good,E,SI2,59.5,56.0,2281,5.79,5.81,3.45 +35368,0.38,Ideal,H,VS2,62.8,56.0,898,4.62,4.59,2.89 +24704,0.32,Ideal,E,VS2,62.1,55.0,639,4.39,4.43,2.74 +50388,0.71,Good,G,SI1,62.3,56.0,2251,5.68,5.72,3.55 +6643,1.09,Premium,I,VS2,59.0,61.0,4090,6.78,6.75,3.98 +21905,1.59,Premium,F,SI2,60.3,59.0,9972,7.6,7.55,4.57 +21231,1.25,Very Good,F,VS2,62.5,59.0,9377,6.81,6.89,4.28 +28527,0.31,Very Good,F,VS1,62.0,56.0,675,4.32,4.35,2.69 +19363,0.27,Ideal,D,VVS1,61.9,57.0,622,4.15,4.18,2.58 +12840,1.04,Very Good,G,VS2,61.4,63.0,5353,6.51,6.55,4.01 +18977,1.0,Premium,D,VS1,62.1,55.0,7812,6.41,6.34,3.96 +26213,2.26,Ideal,I,SI2,61.5,57.0,15606,8.36,8.44,5.17 +47436,0.71,Premium,J,SI1,61.0,61.0,1853,5.71,5.66,3.47 +9606,1.02,Very Good,G,SI1,63.0,55.0,4633,6.4,6.45,4.05 +31149,0.41,Good,F,SI1,63.2,59.0,755,4.68,4.72,2.97 +49035,0.7,Ideal,I,SI1,61.9,58.0,2054,5.67,5.7,3.52 +9914,1.15,Premium,E,SI2,62.3,58.0,4688,6.73,6.67,4.18 +26515,2.01,Good,I,VS2,63.6,57.0,16149,7.95,7.87,5.03 +8470,1.01,Very Good,F,SI2,62.4,58.0,4416,6.37,6.41,3.99 +23442,1.07,Ideal,F,IF,62.0,57.0,11434,6.52,6.57,4.06 +374,0.81,Very Good,F,SI1,63.1,59.0,2809,5.85,5.79,3.67 +37378,0.4,Premium,F,VS1,61.4,58.0,982,4.73,4.75,2.91 +49867,0.72,Good,I,VS2,60.1,60.5,2174,5.76,5.85,3.48 +7641,0.9,Very Good,F,VS2,64.2,59.0,4268,6.07,6.11,3.91 +48874,0.61,Very Good,E,VS2,60.0,57.0,2036,5.52,5.55,3.32 +8432,1.13,Good,D,SI2,60.7,64.0,4406,6.68,6.63,4.0 +29101,0.34,Ideal,I,VS1,62.4,55.0,689,4.51,4.47,2.8 +42465,0.5,Very Good,E,SI1,61.5,62.0,1316,5.06,5.09,3.12 +10298,1.01,Very Good,F,SI1,62.8,58.0,4759,6.35,6.43,4.01 +26225,2.12,Ideal,I,SI2,61.0,57.0,15647,8.28,8.31,5.06 +41014,0.44,Ideal,H,IF,61.5,56.0,1185,4.89,4.93,3.02 +905,0.74,Ideal,G,VS2,62.3,55.0,2877,5.8,5.83,3.62 +38691,0.37,Ideal,F,VS1,61.7,56.0,1041,4.63,4.61,2.85 +11129,1.5,Fair,H,I1,65.7,58.0,4939,7.07,7.02,4.63 +20822,1.0,Premium,E,VVS2,61.6,59.0,9050,6.46,6.42,3.97 +48238,0.7,Good,H,SI2,60.2,63.0,1950,5.7,5.73,3.44 +11402,1.04,Premium,H,SI1,61.0,58.0,4999,6.54,6.6,4.01 +13415,1.2,Premium,I,SI1,60.7,59.0,5510,6.9,6.87,4.18 +18696,0.4,Ideal,F,SI2,61.6,55.0,619,4.73,4.75,2.92 +30641,0.36,Ideal,I,IF,62.0,55.0,735,4.59,4.61,2.85 +4250,0.8,Ideal,G,VS1,61.1,58.0,3578,5.96,6.03,3.66 +51588,0.75,Ideal,F,SI2,62.6,55.0,2393,5.86,5.81,3.65 +27756,0.32,Premium,I,VS1,61.9,58.0,648,4.4,4.36,2.71 +31189,0.32,Very Good,D,SI1,63.3,57.0,756,4.39,4.36,2.77 +13393,0.38,Ideal,F,SI2,62.1,56.0,602,4.62,4.65,2.88 +40833,0.4,Ideal,G,VVS2,61.5,57.0,1172,4.74,4.76,2.92 +23633,1.75,Premium,E,SI2,62.5,59.0,11655,7.71,7.63,4.79 +28947,0.3,Ideal,G,VVS2,60.6,57.0,684,4.33,4.35,2.63 +32682,0.31,Premium,G,VS1,61.2,60.0,802,4.33,4.3,2.64 +33174,0.43,Ideal,G,SI1,61.7,55.0,818,4.89,4.87,3.01 +28779,0.39,Good,F,VS2,64.3,55.0,681,4.56,4.64,2.96 +24333,1.54,Premium,G,SI1,61.0,59.0,12592,7.43,7.38,4.52 +30864,0.33,Premium,G,VS2,61.3,59.0,743,4.46,4.44,2.73 +8510,0.9,Premium,G,VS2,60.2,59.0,4424,6.28,6.22,3.76 +25800,2.02,Premium,F,SI2,61.5,60.0,14790,8.15,8.05,4.98 +28897,0.3,Good,G,VVS2,63.3,57.0,684,4.23,4.27,2.69 +51335,0.7,Very Good,F,VS2,62.4,57.0,2362,5.63,5.69,3.53 +4831,0.85,Very Good,F,VS2,62.2,56.0,3705,6.01,6.08,3.76 +49688,0.71,Ideal,I,VVS2,61.6,56.0,2145,5.72,5.8,3.56 +21712,0.5,Fair,F,I1,67.1,57.0,627,4.92,4.87,3.28 +26983,2.01,Very Good,I,VS1,59.8,63.0,17068,8.14,8.11,4.86 +50091,0.62,Ideal,G,VS1,60.7,55.0,2206,5.55,5.59,3.38 +11905,1.0,Very Good,H,VS2,62.9,57.0,5121,6.31,6.35,3.98 +20899,1.51,Good,I,VS2,63.7,58.0,9116,7.23,7.21,4.6 +19815,1.2,Good,E,VS2,63.6,57.0,8380,6.74,6.68,4.27 +30571,0.31,Ideal,D,VS2,62.2,56.0,734,4.32,4.33,2.69 +15807,1.0,Ideal,E,SI1,62.4,55.0,6324,6.34,6.42,3.98 +267,0.7,Premium,F,VS1,62.1,60.0,2792,5.71,5.65,3.53 +51315,0.31,Ideal,H,VS1,61.7,57.0,544,4.34,4.38,2.69 +51304,0.31,Good,E,SI1,63.5,57.0,544,4.28,4.32,2.73 +17681,1.01,Premium,F,VS1,62.4,61.0,7127,6.39,6.36,3.98 +47051,0.53,Very Good,F,VS1,61.5,59.0,1821,5.19,5.22,3.2 +15262,1.06,Ideal,G,VS2,61.8,57.0,6128,6.52,6.56,4.04 +24149,1.51,Very Good,G,VS1,60.2,63.0,12317,7.36,7.39,4.44 +42672,0.51,Fair,F,VS2,61.0,66.0,1334,5.12,5.04,3.1 +4733,0.3,Ideal,F,VS2,61.9,56.0,573,4.32,4.34,2.68 +30459,0.45,Very Good,E,SI2,63.2,54.0,731,4.94,4.82,3.09 +8255,0.76,Ideal,D,VS1,61.7,56.0,4377,5.84,5.87,3.61 +22023,0.42,Ideal,J,VS2,62.0,55.0,628,4.81,4.87,3.0 +51196,0.6,Premium,F,VVS2,61.3,59.0,2350,5.45,5.41,3.33 +31822,0.41,Premium,F,SI2,59.0,58.0,775,4.89,4.87,2.88 +17863,1.51,Good,J,VS2,63.7,59.0,7207,7.12,7.2,4.56 +40060,0.46,Good,F,VS1,64.4,60.0,1113,4.88,4.9,3.15 +46966,0.33,Very Good,J,IF,60.9,54.0,529,4.47,4.53,2.74 +11748,1.03,Premium,D,SI2,60.6,60.0,5076,6.52,6.46,3.93 +15973,1.51,Premium,F,SI2,62.7,58.0,6393,7.33,7.29,4.58 +39913,0.4,Ideal,G,VS1,62.9,55.0,1104,4.76,4.71,2.98 +15361,0.3,Ideal,H,VVS2,61.3,56.0,605,4.33,4.35,2.66 +4007,0.9,Very Good,F,SI2,61.1,54.0,3519,6.27,6.29,3.84 +1012,0.72,Premium,D,VS1,62.7,58.0,2900,5.68,5.65,3.55 +15854,1.02,Ideal,E,SI1,62.6,57.0,6342,6.41,6.44,4.02 +33091,0.31,Ideal,D,VVS2,62.4,54.0,815,4.35,4.37,2.72 +41536,0.42,Ideal,G,VVS1,61.4,56.0,1235,4.83,4.81,2.96 +23853,1.56,Ideal,F,SI1,62.7,57.0,11943,7.34,7.39,4.62 +33814,0.32,Ideal,E,VVS2,61.6,57.0,842,4.4,4.43,2.72 +24321,1.5,Ideal,G,VS1,61.0,57.0,12576,7.32,7.4,4.49 +30416,0.32,Ideal,G,VVS2,61.7,57.0,730,4.41,4.44,2.73 +52429,0.7,Very Good,I,VVS1,61.2,58.0,2513,5.65,5.72,3.48 +21114,1.5,Good,E,SI2,63.3,57.0,9281,7.31,7.33,4.63 +18152,1.52,Ideal,J,SI1,61.9,57.0,7356,7.33,7.37,4.55 +28685,0.3,Good,G,VVS1,64.0,57.0,678,4.23,4.27,2.72 +50639,0.23,Very Good,F,VS2,59.4,57.0,402,4.06,4.09,2.42 +39012,0.43,Ideal,I,IF,62.0,55.0,1056,4.83,4.85,3.0 +52693,0.7,Very Good,F,SI1,60.0,58.0,2553,5.75,5.79,3.46 +2568,0.91,Fair,F,SI2,64.9,56.0,3210,6.08,6.05,3.94 +50457,0.77,Good,I,SI1,62.3,55.0,2264,5.88,5.93,3.68 +34648,0.31,Ideal,E,VS2,61.8,54.0,872,4.37,4.34,2.69 +11209,1.01,Good,H,VS2,63.5,61.0,4959,6.24,6.32,3.99 +37764,0.41,Ideal,E,VS2,61.8,57.0,999,4.78,4.76,2.95 +9671,1.11,Ideal,I,SI1,62.3,56.0,4645,6.59,6.64,4.12 +43129,0.57,Very Good,D,SI2,62.1,58.0,1387,5.26,5.31,3.28 +24785,2.75,Ideal,D,I1,60.9,57.0,13156,9.04,8.98,5.49 +28588,0.3,Ideal,G,VS2,62.5,53.0,675,4.3,4.27,2.68 +44002,0.3,Good,G,SI2,63.3,57.0,394,4.25,4.28,2.7 +46010,0.54,Ideal,G,VS1,61.7,57.0,1726,5.23,5.25,3.23 +46727,0.5,Good,D,VS1,64.3,54.0,1795,5.02,5.06,3.24 +39975,0.32,Ideal,D,VVS2,61.6,55.0,1107,4.41,4.45,2.73 +6428,0.9,Ideal,G,SI2,61.4,56.0,4044,6.19,6.23,3.81 +34931,0.32,Very Good,J,SI1,61.6,58.0,374,4.36,4.4,2.7 +3197,1.0,Premium,F,I1,62.4,59.0,3344,6.34,6.38,3.97 +2443,0.72,Premium,G,IF,60.1,58.0,3185,5.89,5.86,3.53 +10555,1.16,Premium,H,SI1,59.6,58.0,4814,6.86,6.83,4.08 +7280,1.0,Very Good,I,SI1,63.3,58.0,4200,6.34,6.3,4.0 +23464,1.31,Ideal,G,VVS2,59.2,59.0,11459,7.12,7.18,4.23 +12891,1.37,Premium,J,VS1,60.0,62.0,5370,7.24,7.21,4.33 +16525,1.33,Very Good,G,SI2,62.0,59.0,6603,7.1,7.04,4.38 +29736,0.32,Ideal,G,VVS2,61.6,55.0,708,4.4,4.43,2.72 +46382,0.7,Very Good,I,SI1,62.8,59.0,1763,5.63,5.67,3.55 +40290,0.3,Ideal,H,VS2,61.9,55.0,496,4.28,4.31,2.66 +34871,0.3,Premium,G,VVS2,62.9,55.0,878,4.28,4.24,2.68 +13932,1.0,Good,H,VS1,60.2,63.0,5668,6.43,6.47,3.88 +15178,1.01,Premium,F,VS2,62.4,58.0,6097,6.43,6.36,3.99 +33779,0.32,Ideal,D,VS2,61.8,55.0,842,4.43,4.41,2.73 +53465,0.7,Premium,E,SI1,60.7,58.0,2679,5.73,5.74,3.48 +43599,0.31,Ideal,I,VS1,61.8,56.0,507,4.38,4.39,2.71 +17619,1.56,Good,J,VS2,57.6,65.0,7094,7.62,7.6,4.38 +19514,1.7,Good,J,VS2,64.0,58.0,8146,7.41,7.47,4.76 +5946,1.02,Very Good,E,SI2,63.6,59.0,3947,6.23,6.28,3.98 +49810,0.5,Ideal,E,VVS2,61.1,57.0,2165,5.13,5.15,3.14 +39803,0.35,Ideal,F,VVS1,61.3,55.0,1096,4.55,4.58,2.8 +52633,0.33,Very Good,I,VVS2,61.6,57.0,552,4.43,4.45,2.73 +31673,0.26,Ideal,F,VVS1,62.4,56.0,769,4.11,4.1,2.56 +6027,1.0,Very Good,D,SI2,63.2,56.0,3965,6.38,6.33,4.02 +4807,0.9,Good,F,SI1,58.0,58.0,3699,6.24,6.28,3.63 +50603,0.92,Fair,H,SI2,66.1,57.0,2283,6.22,6.0,4.05 +10052,0.3,Ideal,H,VVS2,62.1,55.0,590,4.33,4.36,2.7 +7273,1.04,Premium,G,SI2,61.2,58.0,4200,6.5,6.57,4.0 +9764,1.02,Premium,I,VS2,59.5,59.0,4662,6.54,6.5,3.88 +40915,0.42,Ideal,D,VS1,62.1,56.0,1179,4.78,4.82,2.98 +9127,1.13,Premium,I,SI1,61.8,59.0,4536,6.65,6.68,4.12 +41569,0.43,Premium,D,VVS2,59.5,59.0,1238,4.97,4.95,2.95 +37431,0.33,Premium,E,VVS1,60.1,58.0,984,4.47,4.51,2.7 +40096,0.33,Ideal,G,VVS1,62.0,56.0,1114,4.48,4.45,2.77 +4944,0.8,Ideal,H,VVS1,61.8,57.0,3732,5.93,5.89,3.65 +47198,0.5,Premium,G,VVS2,59.6,60.0,1838,5.15,5.18,3.08 +31559,0.38,Very Good,G,VS2,60.1,61.0,766,4.63,4.66,2.79 +37003,0.55,Very Good,J,SI1,62.5,57.0,965,5.22,5.24,3.27 +33549,0.35,Ideal,D,VS2,61.5,56.0,829,4.53,4.55,2.79 +32475,0.33,Very Good,G,VVS1,61.8,55.0,795,4.44,4.48,2.76 +47907,0.53,Ideal,G,VVS2,62.5,54.0,1914,5.21,5.19,3.25 +4677,1.06,Premium,J,SI2,61.3,60.0,3672,6.52,6.59,4.02 +37978,0.4,Very Good,G,VVS1,60.6,58.0,1008,4.69,4.78,2.87 +4337,0.9,Ideal,E,SI2,62.0,55.0,3599,6.23,6.15,3.84 +3851,1.01,Fair,F,SI2,64.8,55.0,3477,6.37,6.26,4.1 +1715,0.32,Ideal,G,VS2,61.4,56.0,561,4.37,4.39,2.69 +24296,1.07,Ideal,D,VVS2,60.3,56.0,12545,6.63,6.68,4.01 +15604,1.04,Ideal,E,SI1,62.6,53.0,6260,6.49,6.52,4.07 +20683,1.0,Good,E,VVS2,57.8,61.0,8960,6.55,6.46,3.76 +49226,0.58,Very Good,E,VS1,61.8,55.0,2082,5.35,5.39,3.32 +19689,0.3,Ideal,G,VS1,63.1,55.0,624,4.25,4.31,2.7 +22891,1.57,Premium,H,VS1,60.5,61.0,10930,7.6,7.51,4.57 +40271,0.37,Very Good,E,SI2,61.6,56.0,493,4.61,4.65,2.85 +2361,0.9,Ideal,J,VS1,62.5,55.0,3175,6.18,6.14,3.85 +13941,1.22,Premium,I,SI1,62.1,58.0,5671,6.89,6.8,4.25 +53259,0.72,Ideal,D,SI2,62.7,55.0,2647,5.7,5.72,3.58 +30285,0.34,Premium,F,SI2,60.0,58.0,447,4.55,4.58,2.74 +35984,0.39,Very Good,E,VS2,60.4,56.0,921,4.7,4.73,2.85 +14475,1.05,Ideal,F,SI1,61.3,54.0,5842,6.58,6.61,4.04 +36133,0.33,Ideal,E,VS2,61.3,55.0,928,4.48,4.46,2.74 +27086,2.31,Premium,I,SI2,62.9,58.0,17218,8.43,8.34,5.27 +21057,0.31,Premium,F,VS2,61.8,59.0,625,4.31,4.33,2.67 +7310,0.91,Good,H,VVS2,65.5,57.0,4205,6.01,6.11,3.97 +50277,0.7,Very Good,E,SI1,61.5,56.0,2239,5.74,5.8,3.55 +45115,0.7,Premium,G,I1,61.9,58.0,1650,5.74,5.69,3.54 +32385,0.32,Ideal,D,VVS2,61.7,55.0,790,4.39,4.42,2.72 +441,0.95,Fair,F,SI2,56.0,60.0,2815,6.62,6.53,3.68 +47859,0.52,Ideal,F,VS2,60.1,57.0,1909,5.26,5.23,3.15 +42140,0.52,Premium,F,SI1,61.5,60.0,1280,5.16,5.15,3.17 +31933,0.3,Premium,F,VS2,60.7,58.0,776,4.35,4.32,2.63 +51392,0.71,Fair,D,VS2,55.6,73.0,2368,6.01,5.96,3.33 +26867,2.39,Very Good,J,VS2,62.2,60.0,16791,8.49,8.51,5.29 +20989,1.16,Very Good,G,VVS2,61.6,58.0,9205,6.67,6.73,4.13 +2147,0.57,Very Good,D,VVS1,62.8,56.0,3126,5.27,5.31,3.32 +29029,0.31,Ideal,H,VVS1,62.6,53.0,687,4.35,4.41,2.74 +38102,0.36,Ideal,E,VS2,61.1,56.0,1013,4.63,4.6,2.82 +7889,1.0,Fair,D,SI2,64.5,54.0,4312,6.34,6.28,4.07 +44390,0.41,Ideal,D,VVS1,62.3,57.0,1582,4.77,4.73,2.96 +53123,0.74,Fair,E,SI2,66.7,62.0,2617,5.49,5.43,3.64 +35338,0.32,Ideal,G,IF,61.4,55.0,898,4.42,4.44,2.72 +41825,0.51,Very Good,H,VS2,59.8,57.0,1251,5.22,5.25,3.13 +39161,0.35,Ideal,E,VS1,61.2,56.0,1063,4.55,4.53,2.78 +22593,1.15,Ideal,G,VVS1,62.7,56.0,10644,6.69,6.67,4.19 +1853,0.72,Very Good,E,VS2,63.0,58.0,3065,5.69,5.73,3.6 +25905,2.09,Premium,J,VS1,61.2,59.0,15035,8.22,8.31,5.06 +13186,1.04,Very Good,G,VS2,61.4,63.0,5451,6.55,6.51,4.01 +14392,0.3,Very Good,G,VS1,62.8,57.0,605,4.25,4.29,2.68 +29592,0.32,Ideal,D,SI1,62.9,56.0,706,4.4,4.38,2.76 +22115,1.11,Very Good,F,VVS1,59.7,55.0,10141,6.77,6.82,4.06 +28410,0.35,Ideal,D,SI2,62.4,55.0,669,4.54,4.53,2.83 +35547,0.35,Ideal,F,VS2,61.4,55.0,906,4.6,4.55,2.81 +13056,1.13,Premium,H,SI1,62.1,58.0,5410,6.7,6.66,4.15 +38664,0.42,Ideal,D,SI1,61.8,57.0,1040,4.81,4.77,2.96 +22287,1.7,Premium,H,VVS2,61.4,58.0,10337,7.66,7.62,4.69 +13319,1.01,Very Good,E,SI1,62.8,57.0,5499,6.37,6.41,4.01 +38699,0.37,Premium,E,VS2,61.0,59.0,1041,4.63,4.59,2.81 +46290,0.71,Good,J,SI1,61.5,62.0,1755,5.61,5.66,3.47 +21221,1.22,Ideal,H,VVS2,61.7,56.0,9366,6.83,6.87,4.23 +15944,1.66,Ideal,J,SI2,60.8,57.0,6377,7.68,7.65,4.66 +21497,1.2,Ideal,D,VS2,61.4,55.0,9596,6.87,6.78,4.19 +10910,0.75,Very Good,E,VVS1,62.3,57.0,4889,5.73,5.83,3.6 +3826,0.73,Ideal,E,VS1,61.4,55.0,3471,5.8,5.82,3.57 +36618,0.32,Ideal,D,SI2,59.8,57.0,477,4.4,4.46,2.65 +10392,0.31,Premium,G,SI1,61.8,60.0,593,4.35,4.32,2.68 +12996,1.26,Ideal,J,SI1,62.0,56.0,5398,6.93,6.9,4.29 +22856,1.53,Premium,H,VS2,60.1,58.0,10889,7.57,7.6,4.71 +3157,0.9,Very Good,I,VS2,58.4,62.0,3334,6.29,6.35,3.69 +32615,0.25,Very Good,G,VVS1,59.4,63.0,457,4.07,4.11,2.43 +31931,0.3,Ideal,F,VS2,62.0,54.0,776,4.34,4.31,2.68 +13199,1.27,Ideal,J,SI1,61.4,57.0,5455,6.97,7.0,4.29 +5635,0.95,Premium,I,SI1,60.0,60.0,3878,6.39,6.37,3.83 +1405,0.27,Very Good,F,IF,60.4,58.0,560,4.18,4.2,2.53 +34017,0.3,Premium,D,VS1,59.7,58.0,848,4.39,4.32,2.6 +32756,0.34,Ideal,D,SI1,62.3,57.0,803,4.48,4.44,2.78 +40869,0.55,Good,H,SI1,63.6,55.0,1175,5.18,5.23,3.31 +31127,0.43,Very Good,G,SI1,62.9,55.0,754,4.83,4.87,3.05 +24849,1.73,Premium,I,VS1,61.8,58.0,13250,7.75,7.68,4.76 +19284,1.02,Premium,G,VVS1,62.1,59.0,8005,6.39,6.36,3.96 +46618,0.51,Ideal,D,VS2,61.9,56.0,1787,5.11,5.14,3.17 +26368,0.32,Good,H,VVS2,63.4,56.0,645,4.34,4.37,2.76 +13491,1.15,Very Good,G,SI1,61.3,62.0,5538,6.68,6.72,4.11 +2099,0.9,Good,H,SI2,64.3,58.0,3114,5.97,6.03,3.86 +11535,0.92,Premium,D,SI1,62.5,59.0,5028,6.24,6.14,3.87 +17727,0.32,Ideal,G,VS1,61.4,54.0,614,4.45,4.48,2.74 +12005,1.01,Premium,D,SI1,58.1,61.0,5147,6.66,6.59,3.85 +49558,0.71,Good,F,SI2,64.1,60.0,2130,0.0,0.0,0.0 +33507,0.32,Ideal,F,VS2,62.5,56.0,828,4.4,4.37,2.74 +24798,1.56,Premium,G,VS2,61.9,58.0,13178,7.4,7.44,4.59 +32423,0.41,Premium,D,SI1,59.6,59.0,791,4.82,4.85,2.88 +9475,1.03,Ideal,H,SI1,62.3,56.0,4603,6.48,6.45,4.03 +41966,0.23,Very Good,E,VVS2,61.1,59.0,505,3.94,3.98,2.42 +7706,1.04,Ideal,G,SI2,62.0,57.0,4277,6.6,6.53,4.07 +25466,1.5,Premium,G,VS1,62.7,58.0,14234,7.3,7.25,4.56 +13514,1.01,Premium,D,SI1,62.6,58.0,5543,6.44,6.33,4.0 +8331,1.09,Premium,H,SI2,61.2,62.0,4395,6.63,6.58,4.04 +27705,0.36,Ideal,H,SI1,61.5,57.0,648,4.6,4.57,2.82 +45521,0.53,Ideal,D,SI1,62.0,57.0,1683,5.23,5.19,3.23 +26986,2.01,Premium,H,VS2,60.1,61.0,17068,8.14,8.06,4.87 +41420,0.52,Ideal,F,SI2,60.9,57.0,1226,5.22,5.2,3.17 +21532,1.17,Ideal,G,VVS2,61.6,56.0,9630,6.77,6.83,4.18 +19077,1.0,Ideal,F,VVS2,61.5,55.0,7849,6.46,6.41,3.96 +42482,0.43,Ideal,G,IF,61.9,53.0,1318,4.87,4.88,3.02 +13204,1.02,Very Good,E,SI1,63.2,60.0,5456,6.33,6.42,4.03 +18591,1.51,Premium,G,SI1,61.3,61.0,7585,7.41,7.34,4.52 +22670,1.28,Premium,G,VVS2,62.1,58.0,10716,6.96,6.91,4.31 +37247,0.3,Ideal,G,VVS1,61.9,55.0,976,4.32,4.34,2.68 +16723,0.33,Ideal,H,VS1,61.6,55.0,610,4.46,4.48,2.75 +28726,0.31,Ideal,E,VS2,61.9,55.0,680,4.36,4.39,2.71 +51718,0.7,Good,F,SI1,57.2,63.0,2401,5.84,5.87,3.35 +28894,0.3,Premium,G,VVS2,62.0,60.0,684,4.25,4.33,2.66 +2985,0.77,Ideal,G,VS2,61.8,54.0,3300,5.91,5.94,3.66 +4059,0.36,Ideal,G,SI1,61.4,55.0,571,4.61,4.64,2.84 +21291,1.13,Ideal,D,VS1,61.4,55.0,9448,6.72,6.74,4.13 +22923,1.5,Premium,F,SI1,62.6,60.0,10962,7.27,7.18,4.52 +9362,0.32,Very Good,D,SI1,62.8,56.0,589,4.37,4.42,2.76 +26687,0.32,Ideal,E,SI2,61.6,56.0,427,4.4,4.43,2.72 +11686,1.22,Premium,H,SI1,60.6,58.0,5063,6.91,6.86,4.17 +39835,0.51,Very Good,E,SI2,62.0,57.0,1098,5.09,5.13,3.17 +27882,0.41,Good,E,SI1,63.5,55.0,654,4.73,4.75,3.01 +6187,1.06,Very Good,H,SI2,62.6,60.0,3996,6.43,6.47,4.04 +18345,1.01,Ideal,F,VS1,62.5,54.0,7465,6.43,6.46,4.03 +35654,0.31,Very Good,G,VVS2,63.1,57.0,907,4.32,4.3,2.72 +21077,1.18,Ideal,G,VVS2,62.2,54.0,9252,6.78,6.82,4.23 +42162,0.51,Ideal,G,SI1,63.2,58.0,1284,5.05,5.08,3.2 +11107,1.05,Ideal,D,SI2,60.2,57.0,4932,6.58,6.65,3.98 +44851,0.58,Ideal,I,VS2,61.8,55.0,1626,5.36,5.38,3.32 +36689,0.39,Premium,G,VS1,61.7,62.0,951,4.69,4.65,2.88 +50899,0.71,Ideal,H,SI2,62.7,55.0,2317,5.68,5.64,3.56 +2343,0.78,Ideal,G,VS2,62.2,57.0,3171,5.87,5.9,3.66 +2897,0.91,Very Good,G,SI2,63.3,57.0,3282,6.12,6.08,3.86 +38105,0.36,Premium,E,VS2,62.1,59.0,1013,4.59,4.55,2.84 +44262,0.5,Ideal,E,VS2,61.6,57.0,1575,5.09,5.13,3.15 +3162,0.92,Good,D,SI2,57.8,63.0,3335,6.36,6.4,3.69 +15943,1.0,Ideal,G,VS2,62.4,59.0,6377,6.36,6.4,3.98 +20824,1.3,Premium,G,VS2,60.9,60.0,9051,6.99,7.04,4.27 +24390,0.41,Very Good,E,SI2,63.0,57.0,638,4.7,4.73,2.97 +2860,0.72,Ideal,H,VS1,61.5,55.0,3274,5.77,5.85,3.56 +6165,1.0,Good,H,SI2,59.0,61.0,3991,6.42,6.46,3.8 +15202,1.01,Premium,D,VS2,59.2,56.0,6108,6.48,6.43,3.82 +17648,1.11,Ideal,G,VS2,61.7,56.0,7109,6.62,6.66,4.1 +6804,1.05,Premium,G,SI2,61.7,56.0,4116,6.57,6.53,4.04 +11204,1.13,Very Good,H,SI1,60.1,60.0,4959,6.73,6.77,4.06 +34294,0.43,Ideal,H,VS2,60.7,55.0,857,4.96,4.89,2.99 +85,0.26,Good,E,VVS1,57.9,60.0,554,4.22,4.25,2.45 +24669,1.51,Very Good,F,VS2,63.7,60.0,13012,7.2,7.24,4.6 +42001,0.59,Premium,H,SI1,62.4,58.0,1265,5.42,5.35,3.36 +25175,1.51,Very Good,E,VS2,63.2,56.0,13757,7.28,7.22,4.58 +40061,0.43,Premium,G,VS2,60.8,59.0,1113,4.91,4.86,2.97 +20189,1.51,Very Good,G,SI2,60.5,54.6,8637,7.36,7.4,4.46 +44642,0.24,Very Good,E,VVS1,60.6,59.0,521,4.0,4.02,2.43 +9101,1.01,Premium,G,SI1,63.0,58.0,4525,6.35,6.29,3.98 +49160,0.5,Premium,G,VVS1,62.3,59.0,2070,5.04,5.01,3.13 +27068,2.01,Premium,H,VS2,61.6,61.0,17191,8.14,8.07,4.99 +53773,0.7,Ideal,D,SI1,62.0,54.0,2726,5.73,5.76,3.56 +222,0.7,Good,E,VS1,57.2,62.0,2782,5.81,5.77,3.31 +48473,0.59,Ideal,D,VS2,61.4,57.0,1978,5.39,5.4,3.31 +15395,1.2,Very Good,I,VS1,62.4,56.0,6167,6.78,6.74,4.22 +52483,0.73,Premium,H,VS2,61.0,58.0,2519,5.84,5.76,3.54 +50739,0.58,Premium,G,VS2,62.2,58.0,2297,5.35,5.32,3.32 +24552,1.52,Ideal,G,VS2,61.1,57.0,12840,7.39,7.45,4.53 +50471,0.53,Ideal,D,VS2,61.6,56.0,2266,5.2,5.22,3.21 +10359,1.2,Ideal,H,VS2,62.8,57.0,4771,6.71,6.67,4.2 +38115,0.3,Ideal,H,IF,60.8,56.0,1013,4.37,4.35,2.65 +10581,1.01,Very Good,D,SI1,59.1,61.0,4821,6.46,6.5,3.83 +45552,0.51,Premium,D,SI1,61.6,58.0,1687,5.14,5.12,3.16 +10657,1.0,Fair,G,VS2,66.1,61.0,4838,6.08,5.99,3.99 +16101,1.0,Good,G,SI1,59.9,58.0,6437,6.44,6.48,3.87 +8409,1.06,Ideal,H,SI2,62.8,57.0,4402,6.52,6.56,4.11 +27913,0.26,Very Good,E,VVS1,61.5,56.0,657,4.1,4.15,2.53 +16788,0.9,Ideal,D,VS2,61.2,56.0,6689,6.2,6.26,3.81 +49610,0.51,Ideal,F,VVS2,60.3,56.0,2138,5.2,5.23,3.15 +53453,0.91,Good,I,SI1,64.2,59.0,2676,5.98,6.05,3.86 +9272,1.06,Ideal,H,SI2,60.9,56.0,4563,6.58,6.63,4.02 +7619,1.01,Very Good,D,SI2,58.9,56.0,4260,6.55,6.59,3.87 +40014,0.31,Premium,E,VVS2,62.3,56.0,1107,4.34,4.3,2.69 +21445,1.6,Ideal,H,SI1,62.7,56.0,9548,7.51,7.39,4.67 +30091,0.32,Premium,H,VS1,60.6,60.0,720,4.44,4.4,2.68 +2259,0.83,Very Good,H,VS1,63.1,60.0,3153,5.91,5.98,3.75 +42424,0.51,Ideal,G,SI1,63.0,53.0,1312,5.13,5.1,3.22 +226,0.72,Premium,D,SI1,62.7,59.0,2782,5.73,5.69,3.58 +52786,0.7,Ideal,G,SI1,61.9,58.0,2567,5.66,5.69,3.51 +26667,1.52,Very Good,E,VS1,62.4,55.0,16485,7.33,7.41,4.6 +52895,0.72,Ideal,H,VS1,61.9,56.0,2585,5.73,5.78,3.56 +1173,0.74,Very Good,E,SI1,61.0,58.0,2929,5.82,5.85,3.56 +22019,1.5,Ideal,H,VS1,61.3,55.0,10080,7.37,7.34,4.51 +38988,0.36,Premium,G,VVS2,61.9,58.0,1053,4.6,4.54,2.83 +37061,0.43,Premium,F,VS2,61.2,59.0,968,4.87,4.84,2.97 +15218,1.01,Premium,G,VS2,59.2,59.0,6108,6.59,6.52,3.88 +12598,1.09,Premium,F,SI1,60.9,59.0,5287,6.59,6.64,4.03 +31493,0.34,Premium,G,VS2,61.8,58.0,765,4.5,4.47,2.77 +11163,1.04,Very Good,I,SI1,62.9,54.0,4948,6.42,6.49,4.06 +17930,1.01,Premium,E,VS2,59.3,58.0,7240,6.53,6.49,3.86 +40264,0.33,Ideal,D,SI2,61.1,57.0,492,4.47,4.5,2.74 +34948,0.3,Premium,H,SI2,61.9,60.0,378,4.27,4.29,2.65 +25557,1.5,Premium,E,VS2,60.7,60.0,14386,7.41,7.32,4.47 +45074,0.51,Ideal,D,VS2,60.5,56.0,1644,5.2,5.21,3.15 +5278,0.72,Very Good,E,VVS2,60.5,55.0,3798,5.82,5.85,3.53 +3846,0.72,Ideal,H,VVS2,60.9,56.0,3475,5.78,5.84,3.54 +38341,0.32,Premium,G,IF,59.9,58.0,1020,4.43,4.42,2.65 +15036,0.3,Ideal,F,VS2,61.9,55.0,605,4.31,4.32,2.67 +27082,2.61,Ideal,J,SI2,64.6,55.0,17209,8.61,8.57,5.55 +31651,0.35,Ideal,E,VS2,61.5,55.0,767,4.52,4.56,2.79 +49850,0.56,Ideal,D,VS1,62.6,59.0,2170,5.24,5.31,3.3 +23341,0.3,Very Good,H,SI1,61.3,58.0,421,4.29,4.33,2.64 +7963,1.12,Premium,I,VS2,62.4,58.0,4321,6.63,6.59,4.13 +23284,1.61,Premium,G,SI1,62.6,58.0,11303,7.48,7.45,4.67 +31388,0.37,Ideal,D,VS2,61.1,54.0,763,4.63,4.66,2.84 +36135,0.33,Premium,E,VS2,60.7,58.0,928,4.49,4.47,2.72 +16941,1.34,Very Good,I,SI1,61.1,59.0,6763,7.05,7.12,4.33 +52486,0.56,Ideal,F,VVS2,61.1,56.0,2522,5.35,5.37,3.27 +39097,0.41,Ideal,I,VVS2,61.7,56.0,1061,4.8,4.77,2.95 +13181,1.31,Very Good,J,SI1,62.3,55.0,5450,6.98,7.02,4.36 +29988,0.32,Ideal,F,VS1,61.9,56.0,716,4.39,4.43,2.73 +25259,2.26,Premium,H,SI2,61.1,57.0,13885,8.45,8.4,5.15 +38070,0.3,Ideal,F,IF,61.1,57.0,1013,4.39,4.35,2.67 +27623,2.09,Very Good,F,SI2,61.3,59.0,18509,8.19,8.33,5.06 +9455,1.2,Ideal,I,SI2,63.0,57.0,4596,6.77,6.7,4.24 +44638,0.41,Ideal,E,VVS1,61.1,56.0,1608,4.8,4.82,2.94 +25256,2.03,Ideal,J,VS2,62.1,57.0,13880,8.15,8.08,5.04 +45860,0.7,Very Good,G,SI2,63.4,57.0,1715,5.62,5.58,3.55 +15312,1.03,Premium,G,VS2,62.3,57.0,6146,6.51,6.43,4.03 +33442,0.32,Ideal,G,VS1,61.6,57.0,828,4.42,4.38,2.71 +53176,0.71,Very Good,E,VS2,61.6,56.0,2630,5.74,5.81,3.56 +6372,0.32,Premium,E,SI2,61.2,58.0,576,4.44,4.39,2.7 +20423,1.01,Ideal,G,IF,62.8,57.0,8778,6.42,6.39,4.02 +36310,0.32,Ideal,H,VVS1,61.6,55.0,936,4.43,4.4,2.72 +10024,0.23,Ideal,I,VVS1,63.0,56.0,414,3.94,3.9,2.47 +27128,2.04,Very Good,I,SI1,62.9,54.0,17323,8.16,8.08,5.1 +13350,1.02,Very Good,E,SI1,63.1,61.0,5508,6.42,6.35,4.03 +29449,0.34,Ideal,E,VS1,62.8,56.0,702,4.46,4.49,2.81 +6968,0.92,Premium,D,SI2,62.5,55.0,4150,6.21,6.18,3.87 +49077,0.54,Ideal,G,VVS2,61.5,57.0,2060,5.21,5.26,3.22 +44331,0.33,Ideal,H,VS2,61.2,55.0,521,4.45,4.47,2.73 +37772,0.41,Ideal,E,VS2,62.0,56.0,999,4.79,4.72,2.95 +19456,1.01,Very Good,D,VS1,63.1,59.0,8101,6.37,6.34,4.01 +49161,0.69,Fair,G,VS1,57.8,66.0,2070,5.9,5.84,3.39 +5105,0.61,Ideal,D,VVS2,61.7,56.0,3758,5.47,5.42,3.36 +20723,0.31,Ideal,F,VS2,62.4,56.0,625,4.31,4.34,2.7 +29008,0.34,Very Good,F,VS2,62.3,57.0,686,4.44,4.48,2.78 +44017,0.51,Premium,G,VS2,62.9,58.0,1546,5.11,5.06,3.2 +38148,0.3,Very Good,G,VVS1,63.2,58.0,1013,4.25,4.23,2.68 +29810,0.3,Premium,D,SI1,61.0,61.0,709,4.29,4.27,2.61 +23163,1.32,Premium,F,VS1,61.7,59.0,11177,6.99,6.95,4.3 +18224,1.31,Premium,H,SI1,59.3,59.0,7395,7.18,7.13,4.24 +42623,0.3,Very Good,G,VS2,61.8,60.0,505,4.29,4.25,2.64 +41233,0.43,Ideal,D,VS1,61.9,55.0,1207,4.85,4.87,3.01 +18076,1.01,Good,D,VS1,62.2,62.0,7303,6.29,6.41,3.95 +49824,0.7,Good,F,SI1,63.1,64.0,2167,5.61,5.58,3.53 +22937,1.32,Premium,F,VS1,61.7,59.0,10977,6.95,6.99,4.3 +25321,1.5,Good,G,IF,59.9,59.0,13998,7.39,7.46,4.45 +8006,1.01,Premium,G,SI2,61.0,58.0,4327,6.48,6.43,3.94 +47913,0.56,Ideal,F,VS1,61.7,56.0,1915,5.28,5.32,3.27 +9973,1.0,Very Good,H,SI1,62.7,59.0,4702,6.3,6.37,3.97 +16437,1.01,Good,D,VS2,62.5,62.0,6563,6.26,6.34,3.94 +4380,0.9,Premium,E,SI1,62.4,57.0,3609,6.19,6.14,3.85 +29343,0.31,Ideal,G,VS2,59.6,57.0,698,4.43,4.4,2.63 +19267,1.39,Premium,G,SI1,61.3,59.0,7991,7.24,7.15,4.41 +12387,0.28,Ideal,E,VS2,61.5,56.0,598,4.22,4.24,2.6 +11138,1.15,Premium,I,SI1,62.5,60.0,4939,6.72,6.68,4.19 +23106,1.51,Premium,G,SI1,59.6,60.0,11129,7.47,7.43,4.44 +38255,0.31,Premium,J,VS2,62.4,60.0,380,4.29,4.33,2.69 +4959,0.9,Good,G,SI1,63.2,59.0,3734,6.05,6.1,3.84 +38126,0.3,Ideal,G,VVS1,62.3,54.0,1013,4.33,4.31,2.69 +10386,0.38,Ideal,I,SI1,61.9,54.0,593,4.64,4.67,2.88 +50011,0.95,Premium,J,I1,61.7,59.0,2195,6.32,6.26,3.88 +42129,0.48,Premium,F,VS2,61.3,60.0,1279,5.01,4.97,3.06 +31961,0.25,Ideal,D,SI1,61.5,55.0,452,4.09,4.14,2.52 +6910,0.96,Very Good,H,VS2,61.2,57.0,4136,6.34,6.38,3.89 +52305,0.23,Ideal,F,VS1,61.1,56.0,548,3.97,3.99,2.43 +15000,1.01,Fair,F,VS2,69.0,61.0,6041,6.06,5.99,4.16 +41794,0.52,Premium,G,SI1,62.7,58.0,1249,5.13,5.07,3.2 +16693,0.3,Very Good,H,SI1,62.2,60.0,421,4.24,4.28,2.65 +874,0.74,Ideal,E,SI1,62.3,58.0,2872,5.74,5.78,3.59 +9749,1.04,Ideal,I,SI1,61.3,57.0,4659,6.57,6.54,4.02 +25276,2.28,Premium,H,SI1,59.3,58.0,13919,8.6,8.56,5.09 +22266,1.52,Ideal,F,SI2,61.8,58.0,10316,7.38,7.4,4.57 +2612,0.71,Very Good,D,VS2,63.1,58.0,3222,5.67,5.7,3.59 +6663,1.03,Good,F,SI2,57.7,63.0,4095,6.68,6.64,3.84 +10798,1.0,Ideal,G,SI2,62.3,56.0,4861,6.46,6.44,3.96 +9523,1.01,Premium,F,SI2,61.7,60.0,4616,6.42,6.36,3.94 +2272,0.7,Ideal,F,VS1,61.7,55.0,3154,5.72,5.76,3.54 +24786,1.51,Ideal,E,VS2,61.1,57.0,13157,7.43,7.41,4.53 +7184,0.96,Very Good,E,SI2,62.6,60.0,4186,6.26,6.32,3.94 +36130,0.33,Ideal,E,VS2,60.5,56.0,928,4.51,4.48,2.72 +4431,0.9,Very Good,G,SI1,63.8,53.0,3615,6.1,6.16,3.91 +10636,1.2,Very Good,H,SI2,60.7,60.0,4831,6.81,6.89,4.16 +8828,1.02,Ideal,E,SI2,62.4,55.0,4478,6.47,6.44,4.03 +17383,0.34,Premium,E,SI2,62.4,59.0,612,4.46,4.42,2.77 +33504,0.3,Ideal,F,VS2,60.5,56.0,828,4.37,4.33,2.63 +45648,0.25,Ideal,H,VVS1,62.4,55.0,525,4.04,4.08,2.53 +30100,0.32,Ideal,H,VS1,62.8,55.0,720,4.41,4.35,2.75 +50105,0.72,Very Good,J,VVS1,60.1,58.0,2208,5.8,5.84,3.5 +10670,1.01,Good,H,VS2,64.2,55.0,4839,6.38,6.34,4.08 +9765,0.9,Very Good,H,VS2,62.6,57.0,4662,6.11,6.09,3.82 +28368,0.33,Ideal,D,VS2,62.3,54.0,667,4.43,4.46,2.77 +28803,0.23,Very Good,E,VVS1,59.9,55.0,682,3.99,4.13,2.43 +18286,1.34,Ideal,H,VS2,60.2,56.0,7429,7.23,7.18,4.34 +35398,0.5,Premium,I,SI2,59.8,56.0,900,5.23,5.18,3.11 +11716,0.34,Premium,G,VS2,62.4,59.0,596,4.41,4.47,2.77 +9712,0.26,Very Good,F,SI1,59.6,55.0,590,4.18,4.24,2.51 +28097,0.31,Ideal,F,SI1,62.9,57.0,663,4.34,4.31,2.72 +24834,2.02,Ideal,I,SI2,61.7,57.0,13229,8.12,8.05,4.99 +28578,0.3,Premium,H,VS1,63.0,59.0,675,4.27,4.21,2.67 +22480,1.21,Ideal,F,VS1,61.8,56.0,10504,6.84,6.86,4.23 +31774,0.32,Very Good,F,VS2,63.3,57.0,773,4.38,4.34,2.76 +21177,1.24,Ideal,F,VS1,62.2,55.0,9333,6.89,6.87,4.28 +3318,0.87,Ideal,H,VS2,62.3,57.0,3372,6.08,6.12,3.8 +53221,0.71,Ideal,I,VS1,61.8,54.0,2637,5.77,5.72,3.56 +12852,1.34,Ideal,J,SI2,62.0,56.0,5358,7.09,7.03,4.38 +19081,1.04,Premium,D,VS2,61.1,60.0,7852,6.51,6.48,3.97 +4097,0.82,Very Good,G,VS2,59.8,56.0,3535,6.13,6.18,3.68 +19417,1.12,Very Good,G,VVS1,58.9,60.0,8072,6.78,6.91,4.03 +21745,1.5,Ideal,J,VVS1,62.2,59.0,9814,7.3,7.32,4.55 +26278,2.04,Premium,H,SI2,62.7,56.0,15760,8.12,8.06,5.07 +48790,0.55,Ideal,G,VVS2,62.0,57.0,2022,5.22,5.26,3.25 +45447,0.67,Ideal,F,SI2,62.0,58.0,1673,5.6,5.63,3.48 +7089,0.93,Good,D,SI2,61.4,63.0,4165,6.22,6.26,3.83 +31019,0.41,Good,F,VS2,59.7,63.0,749,4.8,4.85,2.88 +25707,0.35,Very Good,D,SI1,60.1,61.0,644,4.56,4.59,2.75 +6118,1.08,Fair,J,VS2,65.1,54.0,3980,6.47,6.44,4.2 +42466,0.55,Premium,G,SI1,61.3,59.0,1316,5.23,5.28,3.22 +7598,1.04,Good,F,SI2,58.5,61.0,4257,6.63,6.68,3.89 +35620,0.3,Good,I,VS1,63.5,57.0,473,4.24,4.29,2.71 +247,0.76,Premium,E,SI1,61.8,58.0,2789,5.82,5.86,3.61 +32138,0.31,Ideal,G,IF,62.8,56.0,786,4.34,4.39,2.74 +40431,0.47,Ideal,H,VS2,61.7,57.0,1136,4.99,5.03,3.09 +49844,0.78,Ideal,J,SI1,61.1,56.0,2169,5.95,5.97,3.64 +41802,0.5,Very Good,F,SI1,62.7,59.0,1250,5.04,5.07,3.17 +42810,0.53,Ideal,H,VS2,62.3,54.0,1353,5.19,5.21,3.24 +15418,1.49,Ideal,F,I1,62.6,54.0,6175,7.31,7.28,4.57 +38653,0.42,Ideal,D,SI1,61.5,56.0,1040,4.85,4.81,2.97 +20229,1.21,Premium,F,VS2,61.6,58.0,8660,6.88,6.79,4.21 +4543,1.0,Good,H,SI2,63.8,55.0,3640,6.28,6.24,4.0 +43839,0.62,Very Good,H,SI1,60.1,61.0,1446,5.55,5.59,3.35 +31510,0.34,Premium,G,VS2,61.2,59.0,765,4.49,4.43,2.73 +27261,2.32,Ideal,I,SI2,62.0,57.0,17676,8.49,8.45,5.25 +40799,0.43,Premium,F,VVS2,61.6,60.0,1169,4.82,4.86,2.98 +34374,0.41,Ideal,F,VS2,61.8,57.0,863,4.75,4.79,2.95 +11769,1.0,Very Good,E,SI1,61.1,60.0,5082,6.42,6.47,3.94 +44591,0.53,Premium,H,VS1,60.5,57.0,1607,5.34,5.27,3.21 +40544,0.61,Very Good,J,SI1,60.8,58.0,1149,5.46,5.49,3.33 +40866,0.55,Ideal,F,SI2,62.4,56.0,1175,5.22,5.26,3.27 +10335,1.01,Very Good,E,SI1,62.9,59.0,4766,6.3,6.38,3.99 +25845,2.04,Premium,G,SI2,62.1,59.0,14900,8.14,8.06,5.03 +29819,0.3,Very Good,D,SI1,63.3,59.0,709,4.25,4.22,2.68 +47348,0.5,Ideal,D,VS2,61.9,57.0,1845,5.09,5.06,3.14 +12493,1.08,Ideal,D,SI2,61.6,57.0,5256,6.58,6.62,4.07 +12957,1.0,Premium,H,VS1,61.5,57.0,5387,6.44,6.37,3.94 +43048,0.41,Very Good,D,VVS1,61.9,60.0,1376,4.71,4.75,2.93 +30424,0.32,Premium,H,VVS1,61.4,58.0,730,4.38,4.41,2.7 +1756,0.81,Ideal,I,SI1,61.3,56.0,3043,6.27,6.23,3.83 +53171,0.71,Premium,E,SI1,59.5,62.0,2629,5.85,5.74,3.45 +20563,1.39,Premium,G,VS2,62.0,56.0,8874,7.18,7.14,4.44 +37917,0.41,Ideal,D,VS2,62.2,54.0,1007,4.77,4.81,2.98 +29314,0.31,Premium,H,VS1,61.4,56.0,698,4.39,4.37,2.69 +5807,1.02,Good,D,SI2,57.5,62.0,3909,6.62,6.6,3.8 +13673,1.03,Ideal,F,SI1,61.3,56.0,5595,6.55,6.51,4.0 +16147,1.2,Premium,G,SI1,62.7,58.0,6451,6.71,6.66,4.19 +26191,2.04,Premium,I,SI2,60.2,59.0,15543,8.28,8.22,4.97 +1994,0.81,Ideal,I,SI1,61.3,56.0,3097,6.23,6.27,3.83 +35140,0.39,Premium,E,VS2,61.4,58.0,889,4.68,4.73,2.89 +44767,0.55,Ideal,E,SI1,60.1,57.0,1621,5.36,5.38,3.22 +8495,0.9,Good,D,SI1,61.9,62.0,4419,6.15,6.17,3.81 +31708,0.31,Premium,G,VS1,59.9,59.0,770,4.44,4.41,2.65 +49192,0.71,Very Good,H,SI1,61.4,58.0,2076,5.72,5.78,3.53 +13068,1.2,Ideal,I,SI1,61.8,56.0,5412,6.77,6.8,4.19 +32620,0.3,Ideal,I,VS1,62.3,55.0,457,4.3,4.34,2.69 +53837,0.85,Premium,D,SI2,60.5,60.0,2737,6.11,6.06,3.68 +51470,0.7,Ideal,E,SI2,61.0,56.0,2376,5.78,5.72,3.51 +23554,1.55,Premium,H,VS1,62.6,58.0,11562,7.4,7.34,4.61 +19613,1.2,Very Good,F,VS2,61.1,58.0,8232,6.82,6.86,4.18 +10448,1.0,Premium,H,SI1,62.3,60.0,4788,6.38,6.34,3.96 +45406,0.52,Premium,E,VS1,61.6,58.0,1668,5.14,5.18,3.18 +11233,0.9,Ideal,H,VS1,61.8,55.0,4964,6.21,6.14,3.82 +29153,0.37,Premium,E,VS2,61.0,59.0,692,4.6,4.65,2.82 +42114,0.51,Ideal,I,VS2,62.1,55.0,1277,5.1,5.13,3.17 +34388,0.41,Ideal,F,VS2,61.8,56.0,863,4.76,4.79,2.95 +48236,0.56,Ideal,F,VS2,61.8,55.0,1950,5.3,5.34,3.29 +32211,0.31,Premium,D,VS1,59.7,58.0,788,4.4,4.45,2.64 +39246,0.32,Ideal,F,VVS2,60.7,57.0,1068,4.42,4.45,2.69 +42116,0.4,Ideal,E,VVS1,60.8,57.0,1278,4.79,4.82,2.92 +18212,1.0,Premium,E,VS1,58.7,62.0,7392,6.6,6.55,3.86 +45404,0.51,Very Good,D,VS2,62.5,58.0,1668,5.12,5.18,3.22 +1720,0.32,Good,H,VS1,63.1,57.0,561,4.34,4.37,2.75 +44311,0.33,Premium,H,SI2,61.2,57.0,520,4.49,4.43,2.73 +1147,0.72,Very Good,E,VS2,63.0,57.0,2923,5.69,5.73,3.6 +20859,1.07,Ideal,D,VS1,61.8,57.0,9077,6.55,6.58,4.06 +3343,0.5,Good,D,IF,63.2,59.0,3378,4.99,5.04,3.17 +6409,0.76,Ideal,E,VS2,62.1,55.0,4039,5.84,5.88,3.64 +5360,0.72,Ideal,F,VVS2,61.2,56.0,3816,5.78,5.81,3.55 +36454,0.31,Premium,D,VS2,62.3,55.0,942,4.35,4.32,2.7 +22390,1.37,Premium,G,VS1,58.3,60.0,10412,7.35,7.3,4.27 +23776,1.51,Ideal,D,SI1,61.9,57.0,11834,7.35,7.42,4.57 +46626,0.3,Premium,H,VS1,62.6,59.0,526,4.26,4.3,2.68 +51762,0.53,Ideal,D,VVS2,62.2,56.0,2407,5.19,5.23,3.24 +45736,0.5,Premium,E,VS2,60.7,59.0,1699,5.13,5.11,3.11 +29527,0.38,Ideal,I,VS1,61.5,53.9,703,4.66,4.7,2.89 +40404,0.54,Ideal,G,SI2,61.8,54.0,1133,5.23,5.25,3.24 +19370,0.4,Good,D,SI2,63.8,54.0,622,4.7,4.73,3.01 +20672,1.64,Fair,E,SI2,63.1,60.0,8954,7.58,7.5,4.75 +46205,0.5,Very Good,D,VS1,62.0,56.0,1750,5.09,5.11,3.16 +28575,0.3,Premium,H,VS1,62.2,60.0,675,4.29,4.23,2.65 +48733,0.52,Ideal,G,VVS2,62.1,57.0,2012,5.17,5.13,3.2 +49390,0.57,Ideal,D,VS2,61.4,56.0,2103,5.37,5.34,3.29 +52202,0.67,Good,F,VS1,59.8,60.3,2479,5.62,5.69,3.38 +27070,1.21,Premium,D,VVS1,60.1,59.0,17192,6.96,6.88,4.16 +14862,1.01,Good,D,VS2,60.1,64.0,5986,6.36,6.32,3.81 +5924,0.93,Ideal,F,SI2,61.9,57.0,3941,6.21,6.25,3.86 +30203,0.42,Very Good,D,SI1,60.2,58.0,723,4.85,4.89,2.93 +3861,0.72,Ideal,G,VS1,61.5,57.0,3478,5.74,5.79,3.54 +19034,0.3,Ideal,E,VS2,61.7,58.0,621,4.27,4.29,2.64 +6960,1.21,Fair,J,SI1,65.0,59.0,4147,6.64,6.57,4.29 +21209,1.52,Ideal,I,VS2,62.4,55.0,9352,7.35,7.4,4.6 +19891,1.2,Premium,G,VS1,60.2,60.0,8442,6.82,6.87,4.12 +28524,0.41,Ideal,J,VS1,62.2,54.5,674,4.75,4.76,2.96 +4341,0.81,Ideal,E,VS2,62.0,55.0,3601,5.97,5.99,3.71 +46422,0.66,Very Good,E,SI2,61.3,57.2,1769,5.59,5.66,3.45 +32181,0.39,Very Good,G,VS2,60.4,61.0,787,4.67,4.7,2.83 +3734,0.26,Very Good,E,VVS2,60.5,55.0,569,4.1,4.16,2.5 +2161,0.74,Ideal,I,VVS2,61.3,57.0,3130,5.82,5.85,3.57 +30800,0.3,Ideal,D,VS1,62.8,57.0,742,4.27,4.3,2.69 +12456,1.0,Very Good,H,SI1,62.1,58.0,5247,6.44,6.45,4.0 +32485,0.43,Ideal,G,SI1,61.8,55.0,795,4.85,4.89,3.01 +25640,2.04,Very Good,J,VS1,62.6,58.0,14527,8.06,8.11,5.06 +18476,1.01,Premium,E,VS2,60.9,58.0,7522,6.53,6.47,3.96 +38711,0.46,Very Good,E,SI1,61.4,62.0,1042,4.92,4.95,3.03 +53254,0.72,Premium,F,VS2,61.5,58.0,2646,5.73,5.69,3.51 +1376,0.82,Ideal,F,SI2,60.9,57.0,2966,6.06,6.02,3.68 +47433,0.65,Premium,F,VS2,59.0,62.0,1853,5.68,5.65,3.34 +46485,0.62,Premium,F,SI1,63.0,59.0,1777,5.43,5.39,3.41 +25806,2.06,Premium,I,SI2,61.8,58.0,14803,8.22,8.11,5.05 +18004,1.0,Very Good,D,VS2,59.8,60.0,7281,6.46,6.49,3.87 +35895,0.32,Ideal,G,IF,60.9,57.0,918,4.41,4.46,2.7 +29115,0.34,Very Good,H,VS2,63.1,56.0,689,4.46,4.41,2.8 +45777,0.56,Ideal,F,VS2,61.0,55.0,1708,5.33,5.35,3.26 +38439,0.3,Good,E,VVS2,59.8,64.0,1026,4.34,4.29,2.58 +7652,0.9,Very Good,G,VS2,60.9,59.0,4269,6.18,6.24,3.78 +51156,0.62,Ideal,F,VS1,61.9,55.0,2344,5.46,5.19,3.39 +3750,0.36,Very Good,I,VVS2,59.7,55.0,571,4.65,4.69,2.79 +27245,2.2,Premium,H,SI2,62.7,58.0,17634,8.33,8.27,5.2 +5420,1.05,Good,H,SI2,63.9,56.0,3822,6.44,6.37,4.09 +47437,0.55,Ideal,G,VS2,60.4,56.0,1854,5.38,5.31,3.23 +8005,1.01,Premium,G,SI2,62.5,60.0,4327,6.39,6.34,3.98 +39672,0.42,Ideal,G,VS2,62.4,54.0,1087,4.83,4.78,3.0 +24311,2.11,Premium,J,SI2,61.0,58.0,12554,8.29,8.2,5.03 +18267,1.51,Premium,J,VS2,62.3,59.0,7418,7.31,7.35,4.57 +50136,0.72,Premium,G,SI1,61.2,62.0,2212,5.75,5.72,3.51 +7715,0.33,Ideal,E,SI1,61.9,57.0,579,4.43,4.46,2.75 +8573,0.9,Very Good,F,SI1,58.0,63.0,4435,6.33,6.25,3.65 +16450,1.2,Very Good,H,SI1,62.3,57.0,6569,6.78,6.76,4.22 +37534,0.38,Very Good,I,IF,59.5,57.0,988,4.72,4.76,2.82 +33562,0.41,Premium,J,VS1,60.8,61.0,830,4.79,4.72,2.89 +5704,0.3,Premium,D,SI2,62.2,59.0,574,4.3,4.25,2.66 +20203,1.02,Premium,G,IF,61.8,59.0,8643,6.46,6.41,3.98 +31549,0.3,Ideal,E,VVS2,61.6,56.0,766,4.32,4.35,2.67 +34689,0.3,Ideal,F,IF,61.3,55.0,873,4.32,4.36,2.66 +32854,0.4,Good,G,VS2,63.8,59.0,807,4.64,4.57,2.94 +53224,0.5,Ideal,D,VVS2,61.9,55.1,2639,5.07,5.1,3.15 +19786,1.51,Fair,I,SI1,68.3,57.0,8355,6.95,6.87,4.72 +36896,0.33,Ideal,H,IF,61.0,55.0,959,4.5,4.49,2.74 +52993,0.7,Fair,G,VVS2,64.5,61.0,2595,5.43,5.52,3.53 +10837,1.09,Ideal,H,SI1,62.2,56.0,4871,6.59,6.56,4.09 +715,1.0,Fair,G,SI2,67.8,61.0,2856,5.96,5.9,4.02 +15940,1.0,Very Good,E,VS2,59.4,59.0,6377,6.44,6.46,3.83 +44757,0.51,Ideal,F,VS2,62.8,57.0,1619,5.1,5.06,3.19 +12328,1.2,Very Good,J,VS1,62.9,60.0,5226,6.64,6.69,4.19 +43559,0.57,Premium,E,SI1,62.5,57.0,1429,5.28,5.22,3.28 +22382,1.5,Ideal,I,VS1,62.2,54.0,10406,7.33,7.4,4.57 +21441,1.08,Ideal,D,VS1,61.1,56.0,9545,6.59,6.63,4.04 +820,0.71,Ideal,E,VS2,61.0,55.0,2863,5.79,5.75,3.52 +24935,2.01,Premium,E,SI2,62.2,60.0,13387,8.02,7.96,4.97 +5650,0.71,Ideal,F,VVS1,61.8,56.0,3880,5.72,5.74,3.54 +16758,1.01,Ideal,G,VS1,62.4,56.0,6672,6.39,6.44,4.0 +47110,0.75,Fair,J,SI1,55.0,66.0,1827,6.2,6.04,3.37 +14180,1.07,Very Good,H,SI1,62.3,57.0,5752,6.53,6.64,4.1 +3986,0.9,Very Good,G,SI1,63.2,62.0,3512,6.19,6.09,3.88 +17226,1.22,Premium,F,SI1,61.8,59.0,6887,6.86,6.83,4.23 +52339,0.7,Very Good,G,VS1,63.1,57.0,2497,5.7,5.61,3.57 +21365,0.3,Ideal,H,VS2,61.4,56.0,626,4.33,4.36,2.67 +11838,1.0,Ideal,G,SI1,63.0,55.0,5096,6.42,6.41,4.04 +32949,0.33,Very Good,G,SI2,60.0,56.0,460,4.52,4.55,2.73 +25485,1.7,Ideal,H,VS1,62.8,57.0,14266,7.57,7.47,4.72 +42897,0.53,Ideal,F,SI1,61.9,55.0,1360,5.19,5.21,3.22 +11294,1.0,Very Good,H,VS2,60.7,60.0,4978,6.55,6.49,3.96 +3067,0.81,Premium,G,VS1,62.1,58.0,3311,5.96,5.92,3.69 +3619,0.7,Very Good,E,VVS2,61.5,58.0,3429,5.67,5.71,3.5 +36887,0.55,Ideal,H,SI2,61.4,55.0,959,5.27,5.29,3.24 +12027,1.0,Premium,G,SI1,60.5,61.0,5152,6.51,6.45,3.92 +16203,1.53,Ideal,H,I1,62.3,56.0,6477,7.38,7.34,4.59 +8526,0.9,Premium,D,SI1,61.5,60.0,4427,6.19,6.17,3.8 +24330,2.0,Ideal,H,SI2,61.5,57.0,12587,8.04,8.0,4.93 +27436,1.58,Ideal,E,VS1,62.6,56.0,18057,7.44,7.41,4.65 +13864,1.01,Good,E,SI1,64.0,56.0,5646,6.33,6.36,4.06 +4131,0.7,Very Good,G,IF,58.5,60.0,3543,5.83,5.87,3.42 +41433,0.45,Fair,H,VVS2,65.8,56.0,1227,4.82,4.7,3.13 +33355,0.41,Very Good,G,VS2,61.0,56.0,827,4.81,4.83,2.94 +8584,1.15,Good,F,SI2,63.8,57.0,4437,6.65,6.6,4.23 +29758,0.3,Premium,D,SI1,62.5,58.0,709,4.31,4.27,2.68 +51713,0.78,Very Good,G,SI2,63.7,55.9,2401,5.82,5.85,3.72 +35014,0.4,Premium,E,SI1,60.8,62.0,882,4.76,4.72,2.88 +40318,0.4,Ideal,E,VS1,61.7,55.0,1125,4.76,4.73,2.93 +15591,1.24,Ideal,H,SI1,61.3,57.0,6254,6.95,6.89,4.24 +50420,0.53,Ideal,F,VVS2,61.0,56.0,2259,5.26,5.24,3.2 +35197,0.31,Ideal,G,IF,61.2,55.0,891,4.4,4.42,2.7 +49811,0.5,Ideal,F,VVS1,61.0,57.0,2165,5.13,5.16,3.14 +53783,0.73,Ideal,E,SI1,61.8,56.0,2728,5.77,5.81,3.58 +7932,1.08,Premium,G,SI2,60.7,60.0,4318,6.64,6.61,4.02 +11562,1.01,Very Good,H,VS2,63.1,56.0,5034,6.41,6.36,4.03 +17469,1.39,Premium,H,VS2,62.5,59.0,7006,7.17,7.1,4.46 +5740,1.03,Fair,I,SI1,57.4,61.0,3892,6.67,6.71,3.84 +22682,0.38,Ideal,J,VVS2,62.0,55.0,629,4.67,4.69,2.9 +53926,0.79,Ideal,I,SI1,61.6,56.0,2756,5.95,5.97,3.67 +14809,1.21,Premium,I,VS2,62.3,58.0,5962,6.82,6.79,4.24 +44910,0.53,Very Good,D,SI1,61.4,57.0,1631,5.2,5.26,3.21 +5108,0.72,Ideal,F,VS1,60.7,57.0,3759,5.79,5.87,3.54 +46576,1.0,Fair,J,I1,65.0,59.0,1784,6.27,6.17,4.05 +28802,0.27,Very Good,E,VVS1,62.3,56.0,682,4.16,4.19,2.6 +421,0.7,Very Good,F,VS2,62.3,58.0,2812,5.64,5.72,3.54 +24106,2.01,Premium,G,SI2,60.8,61.0,12260,8.14,8.07,4.93 +7388,0.33,Ideal,G,VS2,62.2,56.0,579,4.44,4.47,2.77 +25037,0.38,Good,E,SI1,62.8,61.0,641,4.6,4.67,2.91 +20775,1.05,Ideal,G,IF,62.5,56.0,9012,6.52,6.48,4.06 +15643,1.6,Fair,F,SI2,65.0,56.0,6272,7.35,7.26,4.8 +16270,1.21,Premium,D,SI2,62.5,57.0,6505,6.79,6.71,4.22 +23989,1.13,Ideal,D,VVS2,61.7,57.0,12150,6.65,6.68,4.11 +1781,0.72,Premium,D,SI1,62.6,54.0,3048,5.78,5.72,3.6 +28936,0.3,Premium,G,VVS2,62.2,59.0,684,4.28,4.31,2.67 +33728,0.41,Very Good,H,VVS2,61.3,54.0,839,4.75,4.87,2.95 +21014,1.6,Premium,H,SI2,62.4,60.0,9229,7.48,7.43,4.65 +7793,0.91,Very Good,E,SI1,63.9,57.0,4289,6.05,6.12,3.89 +36116,0.4,Very Good,F,SI1,59.6,61.0,927,4.79,4.84,2.87 +16376,0.28,Ideal,D,VVS1,61.7,57.0,608,4.2,4.23,2.6 +19823,1.51,Premium,H,SI2,62.4,58.0,8388,7.36,7.31,4.58 +20539,1.03,Ideal,F,VVS2,61.6,56.0,8860,6.53,6.46,4.0 +51239,0.7,Ideal,I,VVS2,62.1,56.0,2353,5.65,5.71,3.53 +37619,0.23,Very Good,E,VVS1,58.8,61.0,485,3.98,4.01,2.35 +37426,0.33,Ideal,G,IF,61.3,57.0,984,4.42,4.46,2.72 +2827,0.9,Good,F,SI2,64.3,57.0,3267,6.06,6.16,3.93 +34552,0.38,Ideal,F,VS2,62.2,54.0,870,4.64,4.66,2.89 +19237,1.17,Good,G,VS1,60.0,64.0,7972,6.82,6.77,4.08 +4686,1.01,Premium,E,SI2,62.3,55.0,3674,6.35,6.29,3.94 +8653,1.07,Good,E,SI2,60.0,62.0,4453,6.57,6.62,3.96 +21003,1.45,Premium,H,VS2,58.4,59.0,9216,7.44,7.42,4.34 +48429,0.7,Very Good,I,SI1,63.8,56.0,1973,5.58,5.62,3.57 +28725,0.31,Ideal,E,VS2,61.8,54.0,680,4.36,4.41,2.71 +31916,0.3,Premium,G,VS1,62.5,55.0,776,4.32,4.25,2.68 +48706,0.7,Good,I,VS2,57.1,61.0,2010,5.9,5.93,3.38 +32845,0.4,Ideal,I,VVS2,62.0,56.0,807,4.74,4.77,2.95 +27144,1.6,Premium,G,VVS1,61.5,58.0,17360,7.58,7.48,4.63 +48140,0.55,Ideal,E,VS1,61.6,55.0,1940,5.33,5.28,3.27 +7717,0.32,Ideal,H,VS1,61.4,55.0,580,4.43,4.49,2.74 +7738,0.31,Fair,E,VS2,55.9,62.0,581,4.6,4.56,2.56 +49760,0.59,Ideal,G,VS2,61.7,55.0,2159,5.38,5.41,3.33 +2811,0.72,Ideal,F,VS1,61.1,56.0,3265,5.76,5.79,3.53 +27172,2.01,Very Good,H,SI1,62.2,60.0,17434,8.05,8.0,4.99 +17645,1.31,Very Good,G,SI2,62.2,58.0,7107,7.05,6.98,4.36 +29728,0.31,Ideal,G,VVS2,61.8,56.0,707,4.31,4.36,2.68 +11714,0.34,Ideal,G,VS2,61.8,56.0,596,4.48,4.52,2.78 +24287,1.58,Premium,G,VS1,62.1,59.0,12530,7.43,7.46,4.62 +8930,1.1,Premium,H,SI2,58.9,57.0,4497,6.86,6.82,4.03 +13949,1.21,Premium,J,VVS2,60.8,60.0,5674,6.88,6.86,4.18 +34698,0.3,Ideal,F,IF,61.3,58.0,873,4.29,4.33,2.64 +7305,1.0,Good,F,SI2,62.0,59.0,4204,6.32,6.36,3.93 +7147,0.93,Ideal,E,SI1,62.0,56.0,4179,6.25,6.29,3.89 +33231,0.41,Very Good,G,VS1,60.5,56.0,823,4.83,4.85,2.93 +3397,0.32,Ideal,I,VVS2,62.0,54.9,567,4.36,4.39,2.71 +51021,1.14,Good,G,I1,63.7,56.0,2327,6.63,6.55,4.2 +10111,0.9,Premium,D,VS2,61.6,62.0,4717,6.12,6.09,3.76 +48263,0.7,Good,F,SI1,64.3,63.0,1955,5.55,5.58,3.58 +9504,1.03,Ideal,H,SI2,61.6,54.0,4611,6.51,6.55,4.02 +24247,1.37,Ideal,G,VVS1,62.6,55.0,12455,7.12,7.07,4.44 +3598,0.76,Ideal,H,VS1,61.6,56.0,3424,5.85,5.9,3.62 +7567,0.72,Ideal,F,VVS1,62.0,56.0,4252,5.73,5.75,3.56 +29767,0.3,Ideal,I,VVS1,61.9,57.0,709,4.35,4.31,2.68 +37217,0.44,Good,F,SI2,56.6,63.0,974,5.11,5.06,2.88 +40948,0.3,Good,F,SI1,63.5,57.0,500,4.24,4.27,2.7 +51621,0.72,Very Good,G,SI1,62.8,60.0,2396,5.78,5.68,3.6 +51209,0.73,Premium,I,VVS2,61.5,58.0,2351,5.78,5.73,3.54 +34137,0.32,Ideal,F,VVS1,62.3,55.0,854,4.37,4.4,2.73 +44231,0.59,Ideal,D,SI2,60.2,57.0,1572,5.47,5.42,3.28 +30468,0.31,Very Good,D,SI1,63.1,57.0,732,4.32,4.3,2.72 +8270,0.9,Very Good,D,SI1,61.5,58.0,4381,6.15,6.21,3.8 +33508,0.44,Premium,G,VS2,60.6,58.0,828,4.9,4.96,2.99 +33463,0.32,Premium,F,VS2,59.4,58.0,828,4.48,4.44,2.65 +29614,0.27,Very Good,G,VS1,61.0,54.0,439,4.19,4.21,2.56 +3840,0.9,Fair,D,SI2,64.9,57.0,3473,6.03,5.98,3.9 +24011,1.5,Premium,D,SI1,62.4,58.0,12179,7.31,7.27,4.55 +39718,0.5,Good,E,SI1,64.2,59.0,1090,5.03,4.97,3.21 +1699,0.7,Ideal,G,VS1,61.4,57.0,3034,5.7,5.73,3.51 +17205,1.31,Ideal,I,VS2,61.7,55.0,6873,7.0,7.1,4.35 +11842,1.01,Ideal,I,VS2,62.0,54.0,5099,6.43,6.47,4.0 +20132,1.12,Ideal,G,VVS2,62.5,56.0,8592,6.59,6.66,4.14 +2093,0.78,Very Good,G,VS2,62.6,58.0,3113,5.81,5.89,3.66 +41205,0.53,Ideal,H,SI1,62.2,54.0,1205,5.18,5.23,3.24 +35026,0.4,Very Good,E,SI1,63.2,58.0,882,4.7,4.66,2.96 +4356,1.04,Premium,J,SI2,62.0,59.0,3603,6.47,6.49,4.02 +24220,1.59,Premium,H,VVS2,63.0,58.0,12409,7.48,7.43,4.7 +41715,0.56,Ideal,D,SI2,62.2,55.0,1243,5.29,5.32,3.3 +34414,0.3,Ideal,G,IF,60.7,57.0,863,4.34,4.39,2.65 +46874,0.53,Ideal,E,VS2,61.4,56.0,1813,5.24,5.21,3.21 +25231,2.31,Premium,H,SI2,59.2,61.0,13831,8.65,8.57,5.1 +22890,1.3,Premium,F,VS1,61.0,59.0,10930,7.05,7.08,4.31 +38381,0.42,Premium,E,VS2,61.0,59.0,1024,4.85,4.82,2.95 +40857,0.53,Very Good,E,SI2,63.0,57.0,1174,5.13,5.16,3.24 +23835,1.2,Very Good,F,VVS1,59.8,63.0,11913,6.82,6.8,4.07 +22380,0.31,Fair,G,VVS2,65.5,58.0,629,4.25,4.24,2.78 +20044,0.4,Ideal,H,SI2,62.6,55.0,625,4.73,4.76,2.97 +11396,0.34,Ideal,G,VS2,62.5,57.0,596,4.46,4.5,2.8 +48939,0.53,Ideal,F,VVS2,62.3,56.0,2045,5.24,5.2,3.25 +12101,1.01,Very Good,I,VS1,61.7,59.0,5165,6.45,6.51,4.0 +52420,0.82,Good,G,SI2,63.8,60.0,2512,5.89,5.84,3.74 +47464,0.5,Ideal,G,SI1,60.2,57.0,1857,5.16,5.2,3.12 +9011,1.01,Premium,H,SI1,62.4,58.0,4513,6.41,6.35,3.98 +21599,1.33,Premium,G,VS1,62.7,58.0,9699,6.96,7.01,4.38 +23797,2.06,Good,J,SI1,64.1,56.0,11854,8.09,7.97,5.15 +43607,0.34,Premium,D,SI2,59.2,59.0,507,4.54,4.58,2.7 +16277,1.51,Premium,H,SI2,62.9,58.0,6511,7.31,7.26,4.58 +50153,0.71,Premium,E,SI2,62.1,62.0,2215,5.7,5.67,3.53 +18069,1.08,Ideal,G,VS2,62.3,57.0,7295,6.53,6.57,4.08 +15148,1.52,Ideal,J,SI2,62.7,56.0,6089,7.28,7.2,4.54 +4640,0.73,Ideal,G,VVS1,61.9,57.0,3669,5.76,5.8,3.58 +33767,0.5,Premium,E,I1,61.4,60.0,840,5.18,5.03,3.14 +49516,0.75,Premium,I,SI1,62.5,58.0,2122,5.77,5.82,3.62 +29760,0.42,Premium,I,SI2,61.5,59.0,709,4.84,4.78,2.96 +16044,0.3,Ideal,H,VS2,60.7,57.0,608,4.37,4.33,2.64 +7087,0.9,Very Good,E,SI1,59.8,58.0,4165,6.21,6.26,3.73 +44124,0.5,Premium,E,VS2,62.0,58.0,1559,5.07,5.09,3.15 +38719,0.4,Very Good,E,VVS2,62.3,57.0,1043,4.68,4.72,2.93 +2329,0.77,Ideal,F,SI1,61.4,55.0,3169,5.93,5.95,3.65 +15810,1.06,Very Good,G,VS2,63.1,59.0,6325,6.48,6.45,4.08 +8539,0.91,Ideal,E,SI1,60.8,57.0,4429,6.27,6.29,3.82 +8188,1.2,Fair,I,SI1,66.2,59.0,4368,6.55,6.47,4.31 +41976,0.55,Premium,F,SI2,60.6,58.0,1263,5.31,5.28,3.21 +36672,0.31,Premium,H,IF,60.8,59.0,949,4.39,4.36,2.66 +42656,0.38,Ideal,F,IF,62.2,55.0,1333,4.64,4.66,2.89 +46503,0.57,Premium,E,VS2,63.0,59.0,1778,5.29,5.25,3.32 +21947,1.01,Very Good,F,VVS1,62.9,57.0,10019,6.35,6.41,4.01 +27598,1.7,Ideal,G,VVS1,61.0,56.0,18445,7.67,7.62,4.66 +10585,1.01,Ideal,H,VS2,62.3,57.0,4821,6.35,6.4,3.97 +50235,0.7,Ideal,G,SI2,61.4,57.0,2232,5.69,5.74,3.51 +51747,0.76,Ideal,H,SI2,61.7,56.0,2404,5.88,5.86,3.62 +37947,0.32,Very Good,E,SI1,62.0,60.0,486,4.38,4.43,2.73 +53469,0.9,Good,I,SI2,60.9,63.0,2680,6.13,6.21,3.76 +23279,1.51,Very Good,F,SI1,62.1,55.0,11302,7.29,7.37,4.55 +15898,1.22,Premium,I,VS1,60.6,61.0,6354,6.94,6.88,4.19 +23240,1.67,Premium,H,SI1,59.4,61.0,11248,7.78,7.73,4.61 +40292,0.4,Very Good,H,VVS2,63.2,55.0,1125,4.73,4.7,2.98 +45752,0.5,Very Good,D,VS2,59.1,59.0,1703,5.19,5.24,3.08 +42417,0.66,Very Good,F,SI2,61.6,54.0,1311,5.62,5.64,3.47 +7127,1.14,Very Good,J,SI1,63.3,55.0,4173,6.6,6.67,4.2 +32876,0.36,Ideal,E,SI1,61.6,56.0,810,4.59,4.56,2.82 +21874,1.7,Premium,J,VS2,62.8,59.0,9939,7.6,7.55,4.76 +18568,1.25,Ideal,H,SI1,62.4,55.0,7573,6.9,6.86,4.3 +48066,0.51,Premium,E,VS1,61.9,58.0,1928,5.15,5.1,3.17 +29781,0.3,Premium,I,VVS1,62.5,60.0,709,4.27,4.24,2.66 +21825,1.53,Very Good,H,VS1,59.5,63.0,9896,7.44,7.51,4.45 +13495,1.09,Very Good,E,SI1,62.5,57.0,5539,6.55,6.61,4.11 +16932,1.29,Ideal,H,SI1,63.2,57.0,6760,6.89,6.96,4.38 +17382,0.34,Premium,E,SI2,61.5,58.0,612,4.52,4.49,2.77 +8403,0.9,Very Good,G,SI1,62.9,54.0,4401,6.14,6.16,3.87 +44608,0.53,Premium,E,SI1,61.9,56.0,1607,5.22,5.19,3.22 +31777,0.42,Very Good,H,VS2,62.9,56.0,773,4.72,4.79,2.99 +30222,0.33,Premium,E,VS2,61.0,60.0,723,4.42,4.47,2.71 +1824,0.91,Good,F,SI2,63.9,56.0,3058,6.11,6.06,3.89 +27784,0.32,Ideal,H,VS2,63.0,57.0,648,4.37,4.33,2.74 +36642,0.39,Ideal,E,VS1,62.2,55.0,948,4.67,4.7,2.91 +30790,0.3,Ideal,E,VVS2,62.0,56.0,742,4.3,4.34,2.68 +6551,1.01,Premium,F,SI2,62.0,59.0,4072,6.49,6.43,4.01 +2524,0.7,Very Good,F,VVS1,63.3,62.0,3204,5.67,5.57,3.56 +12441,1.0,Premium,G,VS2,60.8,58.0,5242,6.44,6.4,3.9 +25011,2.0,Good,J,VS2,61.4,63.0,13542,8.01,8.08,4.94 +9057,0.34,Ideal,I,SI1,61.9,57.0,589,4.48,4.44,2.76 +14277,1.11,Very Good,H,SI1,61.9,58.0,5780,6.63,6.65,4.11 +44493,0.53,Ideal,G,VS2,60.9,57.0,1598,5.25,5.26,3.2 +47292,0.3,Good,J,VS1,63.3,60.0,394,4.22,4.25,2.68 +37919,0.41,Ideal,F,VS1,60.6,57.0,1007,4.79,4.84,2.92 +11698,1.04,Ideal,E,SI2,61.1,56.0,5067,6.55,6.51,3.99 +53890,0.8,Ideal,G,SI2,62.2,56.0,2749,5.95,5.91,3.69 +37176,0.32,Ideal,D,VS2,61.6,56.0,972,4.4,4.37,2.7 +52173,0.77,Ideal,I,SI1,61.8,55.0,2475,5.89,5.93,3.65 +30220,0.33,Very Good,E,VS2,62.8,56.0,723,4.41,4.45,2.78 +46808,0.7,Very Good,H,SI2,63.8,59.0,1807,5.6,5.63,3.58 +17393,0.32,Ideal,D,SI2,59.8,57.0,612,4.46,4.4,2.65 +53428,0.73,Ideal,D,SI2,61.8,57.0,2671,5.75,5.78,3.56 +10640,1.1,Premium,F,SI2,62.6,57.0,4832,6.6,6.56,4.12 +27599,2.5,Premium,I,SI2,59.0,60.0,18447,8.76,8.89,5.21 +45753,0.53,Ideal,D,VS2,61.4,55.0,1704,5.24,5.21,3.21 +41176,0.4,Ideal,G,VVS1,61.2,56.0,1200,4.79,4.75,2.92 +47777,0.7,Very Good,J,VS2,58.2,60.0,1896,5.86,5.9,3.42 +1855,0.65,Ideal,H,IF,61.5,55.0,3065,5.6,5.62,3.45 +2341,0.83,Very Good,G,SI1,62.3,58.0,3171,5.97,6.01,3.73 +49667,0.75,Premium,I,SI1,62.7,61.0,2142,5.75,5.71,3.59 +46795,0.5,Premium,G,VVS2,60.5,62.0,1806,5.14,5.07,3.09 +12673,1.01,Very Good,H,VS1,64.0,54.0,5305,6.3,6.38,4.06 +29710,0.31,Ideal,H,VVS1,62.2,56.0,707,4.34,4.37,2.71 +43054,0.51,Good,H,VS1,59.4,61.9,1376,5.18,5.2,3.08 +31971,0.26,Ideal,E,VS1,61.8,55.0,452,4.09,4.13,2.54 +22986,2.0,Good,J,SI2,61.5,61.0,11036,7.97,8.06,4.93 +23417,2.01,Very Good,J,SI2,60.6,60.0,11406,8.11,8.19,4.94 +22696,0.31,Ideal,H,VVS2,62.3,54.0,630,4.36,4.38,2.72 +7179,1.01,Very Good,I,SI1,63.4,55.0,4185,6.39,6.35,4.04 +35742,0.3,Ideal,D,VS2,62.3,56.0,911,4.3,4.27,2.67 +22843,1.14,Premium,F,VVS1,60.8,58.0,10878,6.79,6.74,4.11 +46160,0.5,Ideal,E,VS2,60.0,57.0,1746,5.15,5.12,3.08 +47353,0.5,Premium,D,VS2,62.9,61.0,1845,5.03,4.96,3.14 +16740,0.28,Very Good,E,VVS2,61.4,55.0,612,4.22,4.25,2.6 +22289,1.66,Ideal,F,SI2,62.6,59.0,10338,7.53,7.57,4.73 +33555,0.46,Fair,H,VS2,65.6,58.0,830,4.8,4.84,3.16 +33722,0.42,Premium,E,SI2,60.1,58.0,838,4.91,4.87,2.94 +11605,1.95,Premium,H,I1,60.3,59.0,5045,8.1,8.05,4.87 +29311,0.31,Premium,H,VS1,59.7,58.0,698,4.43,4.41,2.64 +49119,0.56,Ideal,G,VVS2,61.6,55.0,2066,5.32,5.35,3.28 +3027,0.77,Ideal,D,SI1,60.8,57.0,3309,5.9,5.94,3.6 +38608,0.4,Ideal,F,VVS2,61.1,57.0,1039,4.8,4.73,2.91 +40237,0.39,Ideal,F,VVS1,62.2,54.0,1124,4.71,4.74,2.94 +46994,0.7,Very Good,J,SI1,60.2,61.0,1817,5.69,5.73,3.44 +26014,0.35,Premium,D,SI1,60.9,58.0,644,4.52,4.55,2.76 +49656,0.7,Very Good,G,SI2,60.7,58.0,2141,5.74,5.76,3.49 +7922,1.0,Very Good,H,SI2,61.7,55.0,4316,6.4,6.46,3.97 +1510,0.81,Very Good,G,VS2,63.1,58.0,2994,5.88,5.84,3.7 +26776,2.07,Ideal,J,VVS2,62.7,54.0,16617,8.12,8.17,5.11 +37763,0.34,Ideal,F,IF,61.8,55.0,999,4.49,4.51,2.78 +28538,0.3,Premium,E,SI1,62.4,58.0,675,4.28,4.24,2.66 +38635,0.31,Very Good,H,VS2,59.7,61.0,489,4.39,4.42,2.63 +2094,0.82,Ideal,I,VS1,61.3,57.0,3113,6.02,6.07,3.7 +34939,0.27,Good,E,VS1,57.5,63.0,377,4.24,4.28,2.45 +951,0.5,Ideal,E,VVS2,62.2,54.0,2889,5.08,5.12,3.17 +21415,1.16,Ideal,G,VVS1,62.0,57.0,9526,6.72,6.74,4.17 +47747,0.54,Ideal,D,VS2,61.1,57.0,1892,5.22,5.25,3.2 +23629,1.6,Ideal,G,SI1,62.1,56.0,11651,7.51,7.48,4.65 +4360,0.71,Premium,F,VVS1,60.9,58.0,3604,5.76,5.8,3.52 +2715,0.33,Ideal,H,SI1,61.7,55.0,564,4.43,4.46,2.74 +32042,0.31,Ideal,D,VVS2,61.9,56.0,779,4.32,4.37,2.69 +7771,0.91,Very Good,E,SI1,62.1,60.0,4284,6.21,6.25,3.87 +44178,0.54,Ideal,G,VS1,61.4,57.0,1567,5.2,5.23,3.2 +48054,0.72,Ideal,I,SI2,60.7,60.0,1927,5.75,5.78,3.5 +19240,1.07,Very Good,G,VVS2,62.8,57.0,7975,6.46,6.56,4.09 +47474,0.48,Ideal,G,IF,61.6,54.0,1859,5.03,5.1,3.12 +51576,0.77,Premium,G,SI2,61.9,59.0,2391,5.88,5.84,3.63 +48772,0.57,Premium,D,VS2,60.8,59.0,2019,5.38,5.34,3.26 +28921,0.3,Ideal,H,VVS1,62.0,55.0,684,4.3,4.34,2.68 +21058,0.31,Ideal,F,VS2,62.3,55.0,625,4.35,4.38,2.72 +46717,0.61,Good,E,SI1,61.3,61.0,1793,5.4,5.44,3.32 +28886,0.3,Ideal,G,VVS1,61.7,57.0,684,4.31,4.34,2.67 +4039,1.0,Premium,J,SI1,61.9,62.0,3528,6.36,6.33,3.93 +21625,1.32,Ideal,G,VS1,61.4,54.0,9715,7.09,7.13,4.37 +33915,0.3,Ideal,E,VS2,62.4,57.0,844,4.29,4.24,2.66 +40686,0.53,Good,E,SI1,63.6,56.0,1156,5.19,5.1,3.27 +3885,0.9,Premium,I,VS1,61.2,61.0,3484,6.2,6.15,3.78 +52374,0.72,Very Good,H,SI1,60.3,55.0,2505,5.84,5.85,3.52 +21707,0.31,Ideal,G,SI1,61.6,56.0,627,4.36,4.4,2.7 +51665,0.7,Very Good,I,VS1,62.4,56.0,2398,5.65,5.69,3.54 +34798,0.4,Good,F,VS1,63.1,59.0,877,4.64,4.68,2.94 +19851,1.54,Premium,E,SI2,59.9,60.0,8408,7.49,7.38,4.46 +26337,1.59,Ideal,G,VVS2,60.6,59.0,15843,7.53,7.59,4.58 +52692,0.69,Very Good,G,VVS2,63.8,53.7,2553,5.6,5.72,3.61 +31819,0.3,Ideal,E,VS1,62.2,54.0,775,4.28,4.3,2.67 +14523,1.0,Good,F,VS2,64.0,59.0,5864,6.29,6.25,4.03 +39111,0.41,Ideal,G,VS2,59.8,57.0,1061,4.85,4.81,2.89 +14221,1.14,Ideal,H,SI1,62.2,54.0,5763,6.69,6.74,4.18 +43830,0.41,Ideal,E,VVS1,61.5,56.0,1444,4.81,4.82,2.96 +16424,1.22,Ideal,G,SI1,61.6,57.0,6559,6.89,6.81,4.22 +18097,1.21,Premium,G,VS2,63.0,58.0,7318,6.72,6.67,4.22 +36289,0.34,Premium,I,VS2,61.8,58.0,477,4.48,4.51,2.78 +17463,1.21,Ideal,I,VVS2,62.7,56.0,7002,6.8,6.83,4.27 +36620,0.24,Very Good,F,VVS2,62.5,56.0,478,3.98,4.02,2.5 +3331,0.93,Good,F,SI2,61.3,62.0,3376,6.17,6.26,3.81 +33550,0.31,Very Good,F,VVS1,61.8,59.0,830,4.33,4.36,2.69 +39766,0.36,Ideal,E,VS1,61.8,56.0,1094,4.6,4.56,2.83 +5818,0.81,Ideal,E,SI1,61.9,55.0,3913,5.98,6.01,3.71 +10235,1.02,Ideal,F,SI2,61.8,57.0,4746,6.43,6.49,3.99 +5078,0.91,Very Good,E,SI2,63.8,60.0,3751,6.05,6.09,3.87 +7115,0.7,Very Good,E,VVS1,61.6,61.0,4171,5.7,5.73,3.52 +44194,0.51,Premium,F,VS2,62.1,58.0,1569,5.09,5.12,3.17 +14622,1.5,Very Good,J,SI2,58.7,60.0,5902,7.46,7.54,4.4 +5599,0.94,Premium,F,SI2,62.6,57.0,3869,6.27,6.25,3.92 +10590,0.91,Very Good,E,VS2,61.6,58.0,4823,6.18,6.2,3.81 +40101,0.33,Ideal,G,VVS1,60.8,56.0,1114,4.46,4.42,2.7 +17680,1.01,Very Good,D,VS2,63.1,60.0,7127,6.39,6.35,4.02 +9324,1.18,Premium,I,SI2,60.8,58.0,4579,6.84,6.78,4.14 +9760,1.0,Very Good,D,SI2,62.5,58.0,4661,6.35,6.44,4.0 +24356,2.03,Ideal,G,SI1,63.0,56.0,12618,8.04,7.99,5.05 +30536,0.39,Good,G,VS2,63.7,53.0,734,4.62,4.67,2.96 +35249,0.3,Very Good,G,IF,62.9,58.0,895,4.21,4.25,2.66 +45985,0.3,Ideal,H,VS1,61.6,57.0,526,4.3,4.33,2.66 +50318,0.71,Very Good,G,SI1,63.1,60.0,2240,5.6,5.69,3.56 +43504,0.43,Ideal,F,VVS1,62.3,55.0,1422,4.88,4.85,3.03 +38700,0.37,Premium,E,VS2,61.5,58.0,1041,4.66,4.61,2.85 +22089,1.22,Premium,G,VVS2,62.0,58.0,10111,6.9,6.85,4.26 +40831,0.53,Ideal,G,SI2,61.6,55.0,1171,5.2,5.25,3.22 +5333,1.04,Very Good,J,SI2,63.5,59.0,3810,6.37,6.42,4.06 +34688,0.3,Ideal,F,IF,61.8,55.0,873,4.31,4.33,2.67 +36804,0.3,Premium,G,IF,60.2,58.0,956,4.39,4.35,2.63 +2409,0.72,Ideal,D,VS2,62.1,57.0,3179,5.69,5.75,3.55 +41827,0.31,Ideal,D,IF,61.1,56.0,1251,4.39,4.42,2.69 +13240,1.02,Premium,H,VS1,62.1,59.0,5469,6.38,6.43,3.98 +35718,0.3,Premium,D,VS2,61.0,58.0,911,4.34,4.32,2.64 +2129,0.71,Very Good,E,SI1,60.0,56.0,3122,5.85,5.78,3.49 +3785,0.74,Premium,E,VS1,61.1,58.0,3462,5.81,5.84,3.56 +48983,0.24,Very Good,F,VVS2,61.4,57.0,538,4.03,4.06,2.48 +32352,0.3,Ideal,E,VVS2,61.9,57.0,789,4.28,4.31,2.66 +5454,0.74,Ideal,G,VVS2,60.7,56.0,3831,5.9,5.88,3.58 +17004,1.65,Premium,G,I1,62.0,59.0,6788,7.53,7.57,4.68 +48009,0.52,Ideal,D,VS2,62.3,56.0,1919,5.16,5.11,3.2 +15702,0.34,Ideal,G,SI1,62.7,57.0,607,4.51,4.48,2.82 +17786,1.0,Premium,G,VS1,59.7,59.0,7164,6.57,6.5,3.9 +15046,0.3,Premium,F,VS2,60.4,58.0,605,4.31,4.33,2.61 +50506,0.78,Very Good,I,SI2,60.6,58.0,2271,5.92,5.97,3.6 +37651,0.51,Ideal,I,SI2,61.3,55.0,991,5.18,5.19,3.18 +5629,0.9,Very Good,H,VS2,61.2,61.0,3878,6.14,6.21,3.78 +32,0.23,Very Good,F,VS1,59.8,57.0,402,4.04,4.06,2.42 +15331,1.22,Premium,I,VS2,59.3,59.0,6156,7.01,6.96,4.14 +32464,0.36,Ideal,H,VVS1,61.8,56.0,794,4.6,4.63,2.85 +49552,0.55,Ideal,G,VVS2,62.0,57.0,2129,5.26,5.22,3.25 +23571,2.18,Premium,H,SI2,62.3,59.0,11579,8.37,8.26,5.18 +41134,0.5,Very Good,G,SI1,62.2,60.0,1197,5.03,5.07,3.14 +31857,0.3,Ideal,H,VVS2,61.7,54.0,776,4.34,4.31,2.67 +23736,2.01,Very Good,H,SI2,63.4,60.0,11780,7.97,7.89,5.03 +8150,1.01,Premium,G,SI2,59.5,55.0,4355,6.59,6.53,3.9 +10198,0.91,Very Good,F,VS1,63.5,56.0,4739,6.18,6.14,3.91 +27626,2.0,Very Good,G,SI1,61.8,61.0,18524,8.0,8.09,4.97 +29421,0.42,Ideal,H,SI1,62.2,57.0,700,4.78,4.8,2.98 +41302,0.39,Ideal,D,VVS2,62.1,56.0,1212,4.65,4.69,2.9 +4652,0.9,Very Good,G,SI1,63.2,59.0,3669,6.1,6.05,3.84 +10169,0.91,Ideal,G,SI1,61.9,56.0,4731,6.22,6.18,3.84 +27523,2.53,Premium,H,SI1,62.1,59.0,18254,8.83,8.73,5.45 +27922,0.35,Very Good,G,VS2,60.2,60.0,658,4.54,4.6,2.75 +22403,1.5,Premium,G,SI1,62.3,58.0,10428,7.27,7.33,4.55 +29968,0.31,Ideal,H,SI1,62.7,56.0,446,4.33,4.38,2.73 +5539,0.91,Good,H,SI1,58.2,59.0,3855,6.36,6.4,3.71 +45687,0.54,Ideal,H,VVS2,61.8,56.0,1696,5.25,5.27,3.25 +2201,0.73,Ideal,F,VS1,61.1,57.0,3140,5.8,5.89,3.57 +18877,1.72,Good,J,SI2,63.2,57.0,7741,7.56,7.6,4.79 +9780,1.11,Premium,E,SI2,62.5,58.0,4664,6.63,6.61,4.14 +41209,0.51,Premium,E,SI2,62.7,52.0,1205,5.15,5.12,3.22 +21316,1.53,Ideal,G,SI2,62.3,56.0,9468,7.39,7.34,4.59 +28615,0.3,Good,E,SI1,63.8,55.0,675,4.28,4.25,2.72 +22378,0.31,Very Good,H,VS2,63.1,57.0,628,4.31,4.28,2.71 +6256,0.92,Very Good,E,SI2,62.1,58.0,4011,6.18,6.22,3.85 +26493,1.51,Premium,G,VS2,61.3,58.0,16091,7.39,7.33,4.51 +24413,2.05,Ideal,J,SI2,61.6,55.0,12654,8.18,8.11,5.02 +8426,0.92,Ideal,G,VS2,62.6,56.0,4405,6.2,6.17,3.87 +26276,2.17,Very Good,I,SI1,62.1,61.0,15760,8.24,8.27,5.13 +45137,0.56,Premium,E,SI1,62.5,59.0,1653,5.24,5.2,3.26 +22810,2.0,Premium,G,SI2,60.7,60.0,10833,8.13,8.07,4.92 +26628,2.11,Premium,H,VS2,60.8,61.0,16395,8.32,8.28,5.05 +10730,0.3,Premium,H,VVS1,61.3,58.0,593,4.3,4.32,2.64 +14525,1.0,Premium,F,VS2,59.9,59.0,5864,6.46,6.42,3.86 +1171,0.7,Very Good,F,VS2,61.3,54.0,2928,5.72,5.76,3.52 +45527,0.5,Ideal,H,VVS1,61.4,57.0,1684,5.08,5.11,3.12 +46098,0.57,Very Good,F,VS1,63.2,56.0,1741,5.27,5.31,3.34 +35918,0.43,Premium,H,SI1,60.2,57.0,919,4.93,4.91,2.96 +40681,0.44,Ideal,D,VS2,60.4,56.0,1155,4.95,4.91,2.98 +4799,0.9,Very Good,E,SI2,63.5,58.0,3697,6.08,6.14,3.88 +26013,0.35,Ideal,D,SI1,61.6,56.0,644,4.49,4.53,2.78 +28487,0.4,Good,G,SI2,60.6,55.8,672,4.76,4.82,2.91 +12806,1.14,Ideal,J,VS1,61.6,56.0,5339,6.71,6.73,4.14 +26789,1.52,Premium,E,VS1,62.4,55.0,16636,7.41,7.33,4.6 +39143,0.41,Ideal,G,VS2,62.2,57.0,1061,4.74,4.71,2.94 +46064,0.7,Premium,J,SI1,61.3,59.0,1735,5.73,5.75,3.52 +51692,0.7,Fair,F,VS1,55.9,62.0,2399,5.94,5.83,3.29 +1697,0.91,Ideal,I,SI2,61.6,57.0,3034,6.23,6.24,3.84 +35979,0.42,Very Good,H,VVS2,62.4,57.0,921,4.78,4.83,3.0 +2539,0.9,Premium,D,SI2,59.0,61.0,3205,6.32,6.28,3.72 +50979,0.31,Premium,G,VS2,61.5,60.0,544,4.31,4.34,2.66 +20468,1.23,Premium,G,VVS2,59.6,59.0,8810,6.95,6.98,4.15 +34095,0.45,Ideal,G,SI1,62.0,54.0,852,4.95,4.98,3.08 +7954,1.01,Premium,H,SI1,60.6,61.0,4320,6.39,6.35,3.86 +16972,1.01,Very Good,G,VS1,58.8,58.0,6777,6.52,6.61,3.86 +45154,0.5,Premium,F,VS2,62.8,61.0,1654,5.07,5.03,3.17 +37147,0.32,Ideal,E,VS1,61.7,56.0,972,4.42,4.39,2.72 +47154,0.52,Very Good,G,VVS2,59.9,56.0,1833,5.22,5.27,3.14 +23455,1.91,Ideal,J,SI1,60.7,56.0,11447,8.01,8.09,4.89 +26099,1.52,Ideal,E,VS2,62.4,55.0,15348,7.32,7.42,4.6 +20774,1.01,Good,F,VVS1,63.2,56.0,9012,6.33,6.39,4.02 +50297,0.27,Very Good,F,VVS2,62.5,59.0,544,4.11,4.15,2.58 +16120,1.3,Premium,I,VS2,60.1,58.0,6442,7.1,7.14,4.28 +46389,0.5,Good,G,VVS2,63.6,57.0,1764,5.04,5.08,3.22 +9249,1.35,Ideal,G,I1,62.5,57.0,4560,7.01,7.04,4.39 +33427,0.32,Premium,G,VS1,59.2,59.0,828,4.47,4.45,2.64 +1430,0.9,Very Good,J,SI2,63.3,59.0,2973,6.08,6.12,3.86 +50973,0.31,Very Good,H,VS1,61.5,61.0,544,4.31,4.34,2.66 +37145,0.32,Premium,D,VS2,62.0,57.0,972,4.42,4.38,2.73 +51530,0.78,Ideal,F,SI2,60.6,55.0,2386,6.0,5.99,3.63 +46724,0.51,Ideal,G,VVS2,62.1,55.5,1794,5.08,5.13,3.18 +29408,0.31,Ideal,F,VVS2,61.7,55.0,700,4.33,4.36,2.68 +37148,0.32,Ideal,E,VS1,61.7,57.0,972,4.42,4.39,2.72 +42613,0.36,Premium,I,VS2,62.7,59.0,505,4.54,4.58,2.86 +4719,0.24,Ideal,F,VS1,62.7,54.0,572,3.99,4.02,2.51 +29590,0.43,Good,F,SI1,60.7,61.0,706,4.86,4.89,2.96 +8189,1.04,Ideal,H,SI2,61.8,55.0,4368,6.54,6.5,4.03 +31136,0.31,Ideal,G,VVS1,60.2,61.0,755,4.39,4.41,2.65 +31216,0.32,Ideal,D,SI1,62.8,56.0,756,4.42,4.37,2.76 +45439,0.57,Premium,E,VS2,62.9,57.0,1672,5.29,5.24,3.31 +14900,1.02,Premium,G,VS2,62.7,61.0,5998,6.39,6.34,3.99 +51008,1.0,Fair,G,SI2,70.2,58.0,2326,6.0,5.73,4.13 +45249,0.43,Ideal,D,VVS1,62.3,56.0,1659,4.82,4.81,3.0 +40345,0.51,Ideal,G,SI2,61.5,55.0,1129,5.16,5.18,3.18 +42709,0.57,Very Good,G,SI1,61.9,59.0,1340,5.28,5.31,3.28 +24716,0.31,Very Good,G,VS1,60.5,57.0,640,4.39,4.42,2.67 +45706,0.56,Ideal,G,VS2,62.1,56.0,1698,5.31,5.29,3.29 +18326,1.21,Premium,G,VS2,62.2,58.0,7454,6.88,6.78,4.25 +9934,1.01,Very Good,H,VS2,63.3,58.0,4692,6.33,6.27,3.99 +8030,0.96,Ideal,F,VS1,61.7,56.0,4333,6.4,6.34,3.93 +3061,0.7,Good,F,VVS1,63.3,56.0,3310,5.64,5.7,3.59 +20175,1.5,Fair,G,SI1,65.5,58.0,8627,7.16,7.12,4.68 +12171,1.69,Very Good,J,I1,60.2,61.0,5182,7.7,7.79,4.66 +52563,0.7,Ideal,I,VVS1,62.3,55.0,2536,5.7,5.64,3.53 +22426,1.5,Fair,F,SI1,64.3,58.0,10450,7.04,7.09,4.54 +23058,1.5,Premium,H,VS1,59.9,60.0,11088,7.39,7.44,4.44 +28843,0.41,Very Good,E,SI2,61.9,55.0,683,4.77,4.8,2.96 +24511,1.71,Very Good,H,SI1,59.5,59.0,12791,7.78,7.81,4.64 +29327,0.31,Ideal,H,VS1,62.6,55.0,698,4.35,4.31,2.71 +45139,0.57,Ideal,E,VS2,62.1,55.0,1654,5.33,5.37,3.32 +19701,0.37,Ideal,J,VS1,62.4,55.0,624,4.64,4.59,2.88 +12034,0.34,Premium,G,VS2,61.8,58.0,596,4.47,4.5,2.77 +5509,1.08,Very Good,F,SI2,63.4,55.0,3847,6.53,6.5,4.13 +40052,0.38,Premium,E,VS2,60.3,58.0,1112,4.72,4.67,2.83 +47470,0.51,Ideal,G,VVS2,62.2,53.4,1859,5.11,5.15,3.19 +21286,1.51,Ideal,I,VS2,60.6,56.0,9442,7.44,7.47,4.52 +42518,0.5,Fair,F,VS2,64.6,58.0,1323,5.01,4.99,3.23 +45229,0.46,Very Good,F,VVS1,61.4,57.0,1657,4.95,4.99,3.05 +45189,0.51,Very Good,E,VS2,61.3,60.0,1656,5.11,5.16,3.15 +2256,0.72,Ideal,F,VS2,61.3,56.0,3151,5.78,5.8,3.55 +32515,0.4,Good,D,SI2,63.8,54.0,798,4.73,4.7,3.01 +8689,1.07,Ideal,H,VS2,62.1,57.0,4458,6.53,6.49,4.04 +30880,0.33,Premium,E,SI1,60.3,60.0,743,4.49,4.47,2.7 +47512,0.54,Ideal,F,VS1,60.9,57.0,1866,5.26,5.21,3.19 +11898,1.01,Very Good,G,VS2,62.8,58.0,5119,6.35,6.42,4.01 +2550,1.01,Ideal,J,SI1,62.1,54.0,3207,6.48,6.4,4.0 +6319,1.16,Ideal,J,SI1,60.7,57.0,4028,6.83,6.77,4.13 +48438,0.51,Ideal,G,VVS2,61.9,55.0,1974,5.19,5.15,3.2 +2908,0.52,Ideal,D,VVS2,61.5,55.0,3284,5.19,5.22,3.2 +53196,0.7,Ideal,G,VS2,60.0,57.0,2633,5.8,5.84,3.49 +1844,0.93,Premium,J,VS1,60.3,58.0,3062,6.37,6.31,3.82 +28892,0.3,Very Good,G,VVS2,61.8,59.0,684,4.22,4.26,2.62 +29969,0.31,Very Good,H,SI1,62.3,55.0,446,4.34,4.36,2.71 +20855,1.16,Ideal,G,VVS1,60.5,57.0,9075,6.78,6.83,4.12 +28142,0.3,Ideal,G,VVS2,62.5,55.0,665,4.3,4.34,2.7 +45088,0.52,Premium,E,VS2,60.9,58.0,1646,5.2,5.18,3.16 +1403,0.25,Very Good,E,VVS1,61.5,56.0,560,4.06,4.08,2.5 +37620,0.24,Very Good,E,VVS1,63.1,55.0,485,3.96,4.0,2.51 +33956,0.23,Very Good,E,VVS2,60.2,57.0,465,3.99,4.05,2.42 +14067,0.3,Ideal,F,VS2,62.5,55.0,605,4.27,4.31,2.68 +30625,0.28,Ideal,I,VS1,61.8,55.0,448,4.2,4.25,2.61 +42724,0.68,Good,J,VS1,61.6,65.0,1341,5.63,5.57,3.45 +23472,1.57,Premium,H,VS2,61.0,59.0,11470,7.5,7.54,4.59 +43890,0.54,Ideal,H,VS1,61.2,55.0,1454,5.25,5.31,3.23 +52451,0.71,Ideal,G,VS2,62.4,57.0,2515,5.69,5.66,3.54 +11876,1.07,Ideal,H,VS2,61.8,56.0,5108,6.52,6.55,4.04 +41450,0.4,Ideal,G,IF,61.7,57.0,1229,4.7,4.73,2.91 +46600,0.54,Ideal,D,SI1,60.8,57.0,1786,5.31,5.25,3.21 +48619,0.7,Very Good,H,SI2,61.5,63.0,1999,5.63,5.59,3.45 +34980,0.35,Good,I,SI1,63.6,56.0,472,4.5,4.53,2.87 +50848,0.72,Premium,H,SI1,62.2,57.0,2311,5.75,5.72,3.57 +20062,0.31,Very Good,G,VS1,63.0,57.0,625,4.28,4.32,2.71 +27521,2.01,Ideal,H,SI1,62.2,56.0,18252,8.03,8.05,5.0 +51897,0.78,Ideal,F,SI2,59.7,57.0,2431,6.01,5.98,3.58 +16438,1.04,Premium,G,VS2,61.0,59.0,6564,6.53,6.42,3.95 +11894,1.2,Very Good,G,SI2,62.6,60.0,5116,6.68,6.74,4.2 +8244,1.07,Ideal,E,SI2,61.7,57.0,4374,6.59,6.56,4.06 +9715,0.35,Ideal,I,VVS2,62.4,54.0,590,4.51,4.53,2.82 +30279,0.3,Very Good,D,SI2,61.4,59.0,447,4.26,4.31,2.63 +46192,0.52,Very Good,D,VS2,62.8,58.0,1749,5.11,5.14,3.22 +30983,0.37,Premium,F,VS2,62.7,58.0,746,4.55,4.58,2.86 +28790,0.37,Very Good,D,SI1,61.0,62.0,681,4.61,4.64,2.82 +16285,1.33,Very Good,I,SI1,62.6,56.0,6513,6.97,7.03,4.38 +48351,0.51,Ideal,D,VS1,61.6,57.0,1962,5.13,5.16,3.17 +10295,1.19,Premium,G,SI2,58.9,60.0,4758,7.0,6.92,4.09 +45278,0.54,Ideal,D,SI1,60.8,57.0,1662,5.25,5.31,3.21 +23739,1.83,Very Good,F,SI1,63.2,56.0,11782,7.78,7.73,4.9 +29766,0.35,Premium,H,VS2,59.6,62.0,709,4.62,4.57,2.74 +12043,0.4,Good,I,SI1,63.2,54.0,596,4.67,4.69,2.96 +7979,0.71,Ideal,D,VVS2,61.6,54.0,4325,5.74,5.78,3.55 +18473,1.5,Ideal,J,SI1,61.1,56.7,7520,7.35,7.38,4.5 +38391,0.42,Ideal,E,VS2,62.4,55.0,1024,4.83,4.79,3.0 +3756,1.02,Premium,J,SI2,61.4,60.0,3455,6.5,6.44,3.97 +33531,0.35,Ideal,D,VS2,60.6,56.0,829,4.54,4.57,2.76 +27241,2.01,Ideal,G,SI2,60.9,55.0,17609,8.16,8.19,4.98 +31825,0.34,Ideal,G,VVS2,61.1,57.0,775,4.48,4.52,2.75 +33957,0.23,Very Good,E,VVS2,61.1,58.0,465,3.95,4.01,2.43 +49720,0.72,Ideal,J,VVS2,61.5,57.0,2150,5.74,5.77,3.54 +20131,1.15,Ideal,G,VVS2,62.5,53.0,8592,6.69,6.72,4.18 +44359,0.56,Very Good,I,VVS1,62.4,56.0,1580,5.24,5.28,3.28 +39937,0.24,Very Good,D,VVS2,62.9,59.0,492,3.95,3.97,2.49 +26688,0.28,Very Good,E,VS1,62.2,59.0,428,4.19,4.23,2.62 +8425,0.93,Good,G,SI1,58.8,61.0,4405,6.36,6.39,3.75 +18773,1.03,Premium,E,VS1,61.4,58.0,7677,6.52,6.58,4.02 +37626,0.44,Premium,G,SI1,61.6,61.0,990,4.88,4.83,2.99 +5357,0.93,Premium,H,SI1,61.8,59.0,3816,6.23,6.27,3.86 +8555,1.01,Very Good,E,SI2,63.3,58.0,4434,6.39,6.37,4.04 +48641,0.31,Premium,I,SI1,59.6,58.0,537,4.44,4.39,2.63 +30160,0.4,Very Good,D,SI1,63.0,57.0,720,4.66,4.7,2.95 +51700,0.7,Very Good,F,VS2,62.2,56.0,2400,5.7,5.74,3.56 +4915,0.9,Ideal,I,VS1,61.8,56.0,3724,6.2,6.23,3.84 +34924,0.24,Good,F,VS1,60.8,64.0,373,3.96,4.0,2.42 +17063,0.32,Premium,G,SI1,59.6,60.0,612,4.46,4.43,2.65 +14543,1.21,Premium,H,SI1,62.5,60.0,5871,6.77,6.7,4.21 +26942,2.2,Premium,H,SI2,61.1,59.0,16996,8.41,8.35,5.12 +22559,1.58,Very Good,H,VS2,61.4,60.0,10608,7.49,7.44,4.58 +15562,1.01,Very Good,G,VS1,60.7,63.0,6239,6.38,6.4,3.88 +50322,0.7,Ideal,I,VS2,62.1,54.6,2240,5.68,5.72,3.54 +17658,1.0,Premium,F,VS1,62.6,58.0,7114,6.37,6.4,4.0 +11476,1.0,Good,D,SI1,64.8,58.0,5013,6.23,6.27,4.05 +7525,1.01,Premium,G,SI2,59.1,59.0,4242,6.55,6.51,3.86 +44416,0.52,Ideal,E,SI1,61.0,55.0,1586,5.19,5.23,3.18 +20,0.3,Very Good,J,SI1,62.7,59.0,351,4.21,4.27,2.66 +33970,0.32,Ideal,E,VS2,60.9,56.0,846,4.45,4.48,2.72 +17692,2.27,Fair,G,I1,68.6,56.0,7131,7.99,7.94,5.47 +49202,0.6,Ideal,E,VS2,61.2,56.0,2079,5.44,5.45,3.33 +26704,0.32,Ideal,G,VS1,62.3,55.0,645,4.37,4.4,2.73 +9240,1.01,Good,H,SI1,63.4,58.0,4559,6.34,6.38,4.03 +3486,0.9,Very Good,G,SI2,62.3,58.0,3398,6.15,6.2,3.85 +38768,0.31,Ideal,F,IF,62.2,56.0,1046,4.34,4.31,2.69 +5021,0.91,Premium,F,SI2,58.2,61.0,3746,6.58,6.41,3.77 +37366,0.4,Premium,D,VS2,61.7,59.0,982,4.73,4.76,2.93 +41468,0.41,Premium,G,VVS1,60.3,60.0,1230,4.78,4.74,2.87 +51039,0.73,Premium,F,SI2,62.0,57.0,2329,5.79,5.76,3.58 +48065,0.51,Premium,E,VS1,61.3,58.0,1928,5.17,5.14,3.16 +26997,1.93,Premium,H,VS1,60.5,60.0,17096,8.06,7.98,4.85 +16588,1.01,Good,F,VS1,61.8,57.0,6626,6.34,6.44,3.95 +34971,0.23,Very Good,E,VVS1,61.3,58.0,472,3.94,3.96,2.42 +8726,0.38,Very Good,D,SI1,62.0,55.0,586,4.67,4.72,2.91 +22562,1.52,Ideal,I,IF,62.2,57.0,10609,7.33,7.27,4.54 +13926,1.02,Premium,E,VS2,62.8,59.0,5666,6.44,6.39,4.03 +10494,1.02,Premium,H,SI2,62.6,58.0,4798,6.44,6.4,4.02 +31846,0.34,Premium,H,VVS1,61.5,60.0,775,4.45,4.49,2.75 +49733,0.7,Premium,I,VS2,60.8,59.0,2154,5.68,5.71,3.46 +20144,1.43,Ideal,G,SI1,62.8,57.0,8599,7.17,7.12,4.49 +35156,0.38,Very Good,E,VS1,63.0,56.0,891,4.61,4.63,2.91 +29738,0.32,Ideal,G,VVS2,62.0,56.0,708,4.41,4.43,2.74 +35881,0.32,Ideal,G,IF,62.1,53.0,918,4.41,4.44,2.75 +39836,0.51,Ideal,E,SI2,61.0,56.0,1098,5.16,5.2,3.16 +34618,0.27,Ideal,E,VS2,62.7,55.0,470,4.15,4.18,2.61 +31598,0.2,Ideal,D,VS2,61.5,57.0,367,3.81,3.77,2.33 +569,0.8,Very Good,I,VS2,62.0,58.0,2833,5.86,5.95,3.66 +24317,2.01,Ideal,J,SI2,62.9,54.0,12565,8.03,8.07,5.06 +47329,0.23,Very Good,D,VVS2,61.4,58.0,530,3.92,3.96,2.42 +36720,0.41,Very Good,E,VS1,62.2,58.0,954,4.74,4.78,2.96 +36301,0.32,Ideal,H,VVS1,60.4,57.0,936,4.46,4.42,2.68 +1944,0.9,Premium,E,SI2,63.0,57.0,3084,6.08,6.05,3.82 +45014,0.54,Premium,G,VS2,62.0,58.0,1637,5.21,5.18,3.22 +12717,0.4,Good,D,SI2,64.0,56.0,599,4.64,4.7,2.99 +22845,1.57,Premium,H,VS1,61.7,58.0,10880,7.47,7.56,4.64 +17048,0.3,Ideal,F,VS1,61.5,55.0,612,4.31,4.34,2.66 +32082,0.33,Very Good,E,VS1,61.6,56.0,781,4.43,4.46,2.74 +21600,1.52,Premium,H,SI1,61.0,58.0,9700,7.44,7.39,4.52 +46104,0.56,Very Good,E,VS1,58.6,57.0,1742,5.43,5.46,3.19 +33448,0.32,Ideal,G,VS1,61.7,55.0,828,4.41,4.37,2.71 +32000,0.3,Ideal,F,VVS1,61.9,57.0,776,4.3,4.32,2.67 +4017,0.91,Good,E,SI2,63.1,61.0,3520,6.04,6.14,3.84 +41315,0.45,Ideal,G,VVS2,61.2,56.0,1213,4.96,4.91,3.02 +33122,0.31,Ideal,E,VVS2,61.0,56.0,816,4.39,4.43,2.69 +8622,1.07,Premium,F,SI2,61.8,58.0,4446,6.57,6.51,4.04 +26584,1.64,Ideal,G,VS2,61.5,56.0,16297,7.59,7.62,4.68 +8815,1.02,Ideal,H,SI1,61.6,56.0,4476,6.51,6.55,4.02 +11928,1.24,Ideal,J,SI1,61.9,56.0,5125,6.95,6.88,4.28 +24960,2.0,Fair,H,SI1,65.1,59.0,13442,7.83,7.77,5.08 +23598,1.76,Ideal,I,VS1,62.0,57.0,11616,7.71,7.74,4.79 +32896,0.36,Very Good,E,SI1,63.1,58.0,810,4.54,4.49,2.85 +29161,0.33,Premium,G,VS2,61.3,61.0,693,4.47,4.43,2.73 +40483,0.52,Ideal,J,VS2,61.6,57.0,1141,5.16,5.19,3.19 +17412,1.21,Premium,H,VS2,59.3,60.0,6974,6.99,6.93,4.13 +48471,0.66,Very Good,H,VS1,61.6,58.1,1978,5.54,5.58,3.42 +15778,1.11,Very Good,G,VS2,62.3,58.0,6311,6.59,6.61,4.11 +1646,0.7,Premium,F,VVS2,62.5,59.0,3018,5.68,5.61,3.53 +16728,0.3,Very Good,D,VS1,61.2,55.0,610,4.32,4.34,2.65 +42391,0.53,Very Good,D,SI2,60.2,56.0,1307,5.23,5.26,3.16 +27403,2.05,Premium,G,SI2,58.7,60.0,17988,8.4,8.32,4.91 +22558,1.03,Ideal,D,VS1,61.7,57.0,10607,6.45,6.48,3.99 +43813,0.51,Ideal,E,SI1,61.7,55.0,1443,5.17,5.13,3.18 +853,0.8,Ideal,G,SI1,62.5,57.0,2870,5.94,5.9,3.7 +31373,0.42,Ideal,D,SI1,62.1,54.0,761,4.84,4.86,3.01 +23562,1.5,Ideal,G,SI1,62.8,54.0,11572,7.31,7.29,4.58 +21397,1.51,Very Good,E,SI2,63.4,59.0,9513,7.26,7.19,4.58 +31729,0.31,Ideal,G,VVS1,62.5,56.0,772,4.29,4.34,2.69 +47471,0.76,Ideal,J,SI1,61.9,53.0,1859,5.85,5.92,3.64 +29998,0.43,Ideal,E,SI2,62.1,56.0,716,4.84,4.85,3.01 +26728,0.32,Ideal,F,VS2,61.5,55.0,645,4.4,4.42,2.71 +5106,0.72,Ideal,F,VS1,61.6,56.0,3759,5.76,5.79,3.56 +23504,1.25,Ideal,G,IF,60.2,54.0,11511,6.99,7.03,4.22 +11060,0.35,Ideal,F,SI1,61.5,55.9,596,4.53,4.56,2.8 +34110,0.38,Good,D,VS1,63.4,55.0,853,4.61,4.64,2.93 +17519,1.21,Good,G,VS2,64.1,58.0,7047,6.74,6.67,4.3 +13901,1.0,Ideal,F,SI1,63.0,56.0,5656,6.41,6.38,4.03 +14157,1.0,Good,H,VS1,60.1,62.0,5743,6.38,6.47,3.86 +22819,1.65,Ideal,D,SI2,61.5,56.0,10847,7.63,7.69,4.71 +38495,0.42,Ideal,G,VVS2,62.4,55.0,1031,4.79,4.82,3.0 +50307,0.31,Ideal,H,VS1,62.0,54.0,544,4.35,4.39,2.71 +29377,0.31,Ideal,E,SI1,62.7,54.0,698,4.36,4.35,2.73 +46942,0.52,Ideal,E,VS2,62.0,55.0,1815,5.19,5.14,3.2 +7679,1.01,Good,H,SI1,64.6,56.0,4274,6.17,6.21,4.0 +35533,0.36,Premium,F,VS2,59.4,56.0,905,4.71,4.69,2.79 +49645,0.3,Premium,H,SI1,61.2,60.0,540,4.31,4.29,2.63 +3479,1.05,Very Good,J,SI2,60.9,60.0,3395,6.51,6.59,3.99 +44617,0.53,Ideal,G,VS2,60.1,54.0,1607,5.31,5.3,3.19 +40564,0.41,Ideal,D,VS1,62.1,56.0,1151,4.77,4.8,2.97 +22006,1.53,Very Good,H,VS1,59.5,63.0,10076,7.51,7.44,4.45 +46154,0.5,Premium,G,VS1,62.1,55.0,1746,5.22,5.06,3.19 +26047,1.26,Ideal,F,VVS1,61.1,57.0,15247,6.96,6.98,4.26 +21475,1.32,Ideal,H,VVS1,62.1,55.0,9572,6.98,7.03,4.35 +19428,1.23,Very Good,D,SI1,62.3,57.0,8079,6.8,6.87,4.26 +11596,1.22,Premium,J,SI1,61.9,58.0,5042,6.87,6.84,4.24 +14903,1.02,Premium,D,SI1,60.6,59.0,5998,6.53,6.47,3.94 +42015,0.54,Ideal,I,VS2,60.1,58.0,1266,5.28,5.34,3.19 +8386,0.35,Good,F,SI1,63.6,54.0,583,4.51,4.52,2.87 +4307,0.82,Very Good,D,SI1,61.3,56.0,3593,6.02,6.06,3.7 +22201,1.16,Ideal,D,VS1,61.2,58.0,10241,6.73,6.76,4.13 +24540,2.01,Ideal,G,SI1,61.6,57.0,12829,8.08,8.0,4.95 +38410,0.35,Premium,G,VVS2,62.4,56.0,1024,4.53,4.47,2.81 +29151,0.41,Premium,I,SI2,61.6,59.0,692,4.79,4.76,2.94 +17343,1.24,Ideal,H,SI1,61.6,57.0,6958,6.92,6.84,4.24 +24483,1.71,Good,I,VS1,63.7,58.0,12755,7.58,7.54,4.81 +33909,0.3,Ideal,E,VS2,62.1,56.0,844,4.31,4.25,2.66 +10536,1.0,Very Good,E,SI1,63.4,58.0,4805,6.29,6.26,3.98 +40776,0.42,Very Good,E,VVS2,59.8,56.0,1167,4.9,4.92,2.94 +18371,0.3,Ideal,D,VS2,62.4,55.0,616,4.3,4.32,2.69 +40163,0.32,Premium,H,IF,60.7,58.0,1116,4.47,4.46,2.71 +47619,0.52,Ideal,G,VVS1,61.6,56.0,1881,5.16,5.2,3.19 +24803,2.1,Ideal,I,SI1,61.7,55.0,13182,8.21,8.13,5.04 +49572,0.64,Premium,F,VS2,62.2,55.0,2131,5.53,5.5,3.43 +13371,0.24,Very Good,D,VS1,61.4,58.0,419,3.99,4.02,2.46 +51834,0.7,Very Good,H,VS1,62.1,56.0,2422,5.65,5.68,3.52 +10994,1.11,Very Good,E,SI2,62.8,55.0,4914,6.6,6.62,4.15 +34730,0.32,Fair,D,VVS1,62.4,61.0,875,4.38,4.44,2.75 +35326,0.35,Very Good,G,IF,62.6,59.0,898,4.43,4.49,2.79 +9841,1.21,Premium,J,VS1,61.0,60.0,4675,6.88,6.83,4.18 +22648,1.51,Premium,F,SI1,62.2,58.0,10693,7.27,7.29,4.53 +11262,0.91,Premium,D,VS2,62.0,60.0,4969,6.23,6.19,3.85 +31384,0.33,Premium,D,VS2,60.8,60.0,762,4.52,4.46,2.73 +36190,0.47,Premium,G,SI1,62.7,58.0,931,4.97,4.99,3.12 +20217,1.5,Premium,D,SI2,61.9,58.0,8649,7.34,7.27,4.52 +8867,0.92,Premium,E,SI1,62.1,58.0,4482,6.22,6.15,3.84 +48321,0.23,Ideal,G,VVS1,61.5,57.0,536,3.94,3.97,2.43 +26460,2.25,Premium,J,SI1,61.8,61.0,16004,8.46,8.39,5.21 +24186,2.31,Very Good,J,SI2,60.7,63.0,12369,8.52,8.48,5.16 +1489,0.76,Ideal,I,IF,61.6,55.0,2988,5.92,5.89,3.64 +3180,0.91,Very Good,I,VS2,63.0,58.0,3340,6.07,6.15,3.85 +11664,0.91,Premium,E,VS2,61.1,58.0,5055,6.28,6.2,3.81 +29187,0.3,Ideal,E,VS1,61.3,58.0,694,4.29,4.32,2.64 +12116,1.05,Premium,H,VS2,62.3,57.0,5166,6.49,6.45,4.03 +34219,0.4,Ideal,H,SI1,62.6,57.0,855,4.7,4.66,2.93 +35832,0.5,Ideal,J,VS2,62.5,53.0,915,5.09,5.12,3.19 +17670,1.59,Premium,F,SI2,62.2,58.0,7123,7.49,7.45,4.64 +30452,0.3,Ideal,F,VS1,61.3,55.0,731,4.36,4.32,2.66 +47214,0.5,Ideal,H,VVS1,60.6,55.0,1838,5.17,5.13,3.12 +36440,0.31,Ideal,D,VS2,62.1,54.0,942,4.41,4.35,2.72 +34959,0.31,Very Good,G,VS2,58.8,62.0,471,4.4,4.41,2.59 +27081,2.6,Premium,J,SI2,58.3,61.0,17209,9.05,8.94,5.24 +50052,0.83,Ideal,H,SI2,60.7,57.0,2201,6.08,6.05,3.68 +34512,0.33,Ideal,E,VVS2,61.2,57.0,868,4.45,4.47,2.73 +18108,1.11,Ideal,E,VS2,62.2,56.0,7326,6.59,6.66,4.12 +51598,0.7,Good,I,VVS2,63.4,59.0,2394,5.57,5.6,3.54 +39526,0.4,Premium,I,VVS1,59.5,59.0,1080,4.79,4.76,2.84 +37574,0.4,Ideal,F,VVS2,60.1,57.0,990,4.78,4.83,2.89 +45442,0.54,Ideal,D,VS2,61.1,56.0,1672,5.23,5.27,3.21 +27719,0.32,Premium,I,VS1,59.8,60.0,648,4.46,4.44,2.66 +35433,0.32,Ideal,E,VS2,62.1,54.0,900,4.42,4.4,2.74 +33511,0.4,Ideal,J,IF,62.4,56.0,828,4.71,4.74,2.95 +23636,2.01,Very Good,J,SI2,63.4,59.0,11660,7.99,7.95,5.05 +52984,0.72,Ideal,I,VVS2,61.5,58.0,2594,5.78,5.79,3.56 +50057,0.83,Ideal,I,VS2,62.9,56.0,2201,5.98,5.94,3.75 +38924,0.51,Premium,F,SI2,58.1,59.0,1052,5.26,5.24,3.05 +53647,0.71,Ideal,E,SI1,61.7,56.0,2704,5.72,5.69,3.52 +20438,1.51,Ideal,G,SI2,60.8,57.0,8794,7.44,7.39,4.51 +1410,0.32,Ideal,H,VS1,61.5,57.0,561,4.4,4.42,2.71 +17073,1.03,Very Good,G,VS2,58.8,63.0,6806,6.7,6.61,3.91 +43750,0.51,Ideal,E,SI1,62.1,55.0,1438,5.09,5.15,3.18 +18957,1.53,Very Good,I,SI1,63.1,56.0,7797,7.32,7.26,4.6 +49252,0.47,Ideal,D,VS1,60.5,57.0,2086,5.04,5.07,3.06 +436,0.7,Ideal,H,SI1,60.4,56.0,2815,5.75,5.81,3.49 +9387,0.32,Good,D,SI1,63.3,57.0,589,4.37,4.38,2.77 +32762,0.34,Premium,D,SI1,59.7,59.0,803,4.57,4.54,2.72 +875,0.84,Good,G,SI1,65.1,55.0,2872,5.88,5.97,3.86 +46350,0.58,Ideal,H,VS1,61.1,57.0,1759,5.38,5.42,3.3 +39639,0.49,Premium,G,SI2,59.4,60.0,1084,5.17,5.14,3.06 +40080,0.3,Premium,F,VVS1,61.8,59.0,1114,4.29,4.26,2.64 +20246,1.26,Premium,F,VS2,62.8,58.0,8676,6.89,6.84,4.31 +3607,1.0,Very Good,G,SI2,58.2,63.0,3427,6.53,6.49,3.79 +32113,0.36,Ideal,H,VVS1,62.0,54.0,783,4.59,4.61,2.85 +35459,0.32,Ideal,E,VS2,61.6,55.0,900,4.42,4.41,2.72 +605,0.7,Premium,G,VS1,63.0,60.0,2838,5.64,5.57,3.53 +32303,0.37,Premium,J,VS2,61.1,60.0,454,4.6,4.63,2.82 +14564,1.01,Ideal,H,VS1,62.6,57.0,5882,6.4,6.37,4.0 +29285,0.25,Ideal,F,VS2,62.8,57.0,436,3.98,4.01,2.51 +40601,0.32,Very Good,F,SI1,60.7,62.0,497,4.4,4.43,2.68 +43433,0.62,Premium,J,VVS2,60.9,58.0,1415,5.5,5.56,3.37 +9287,1.04,Premium,E,SI2,59.2,58.0,4566,6.7,6.64,3.95 +16742,1.01,Very Good,E,VS2,60.4,58.0,6666,6.47,6.51,3.92 +49004,0.74,Premium,I,SI2,61.0,60.0,2051,5.8,5.75,3.52 +15977,1.02,Very Good,E,SI1,62.7,60.0,6397,6.45,6.4,4.03 +27758,0.32,Ideal,I,VS1,62.4,56.0,648,4.37,4.31,2.71 +10829,1.02,Ideal,H,SI2,62.4,55.0,4870,6.41,6.46,4.02 +51432,0.7,Premium,F,SI2,62.5,60.0,2373,5.66,5.61,3.52 +47127,0.65,Premium,E,SI1,60.5,59.0,1828,5.61,5.49,3.36 +4762,0.9,Fair,D,SI1,64.8,59.0,3689,6.1,6.03,3.93 +23722,0.25,Very Good,F,VVS1,60.8,57.0,633,4.08,4.1,2.48 +3496,0.7,Ideal,F,VS1,61.6,55.0,3399,5.68,5.71,3.51 +2078,0.75,Premium,E,VS2,59.9,61.0,3108,5.97,5.91,3.56 +33551,0.35,Ideal,F,VVS2,62.5,56.0,830,4.51,4.55,2.83 +48896,0.56,Very Good,E,VVS2,62.1,58.0,2040,5.27,5.33,3.3 +7353,0.93,Very Good,D,SI2,60.6,59.0,4214,6.3,6.34,3.83 +18144,1.0,Very Good,F,VS1,63.7,57.0,7350,6.33,6.35,4.04 +38888,0.4,Premium,D,VS2,62.5,59.0,1050,4.72,4.66,2.93 +14374,0.3,Premium,G,VS1,60.0,60.0,605,4.3,4.33,2.59 +51671,0.72,Ideal,E,SI2,62.3,54.0,2398,5.75,5.78,3.59 +2718,0.3,Ideal,E,SI1,62.3,57.0,564,4.28,4.32,2.68 +43052,0.41,Ideal,D,VVS1,61.7,55.0,1376,4.77,4.8,2.95 +41407,0.53,Good,E,SI1,63.6,56.0,1224,5.19,5.1,3.27 +33217,0.4,Premium,E,SI2,60.5,59.0,821,4.78,4.74,2.88 +39861,0.51,Very Good,G,SI2,63.2,57.0,1100,5.07,5.03,3.19 +31235,0.44,Good,E,SI1,63.2,53.0,756,4.84,4.87,3.07 +45969,0.32,Very Good,D,SI1,63.0,57.0,526,4.35,4.38,2.75 +15945,1.24,Premium,E,SI2,61.1,59.0,6377,6.99,6.89,4.24 +2815,0.7,Ideal,F,VS1,60.7,58.0,3265,5.72,5.75,3.48 +21337,1.5,Premium,I,VS2,62.3,60.0,9479,7.25,7.19,4.5 +45055,0.63,Ideal,H,VS2,62.1,54.0,1641,5.51,5.54,3.43 +14535,1.08,Ideal,H,SI1,60.0,58.0,5867,6.69,6.66,4.01 +4172,0.92,Premium,G,SI2,62.4,57.0,3555,6.22,6.18,3.87 +2862,0.7,Very Good,F,VVS2,61.6,63.0,3275,5.65,5.69,3.49 +5756,0.72,Ideal,D,VS1,60.9,56.0,3896,5.79,5.86,3.55 +52038,0.71,Premium,G,SI1,58.9,62.0,2450,5.92,5.83,3.46 +42402,0.57,Ideal,F,SI2,62.2,53.0,1308,5.34,5.4,3.34 +52051,0.79,Good,I,VS2,58.5,62.0,2451,5.99,6.04,3.52 +1868,0.8,Very Good,G,SI1,62.9,56.0,3070,5.88,5.95,3.72 +7756,1.05,Fair,I,VS1,58.9,66.0,4281,6.71,6.6,3.92 +8293,0.9,Premium,E,SI1,60.8,59.0,4385,6.24,6.19,3.78 +48132,0.9,Good,H,I1,57.4,63.0,1939,6.38,6.33,3.65 +25913,2.0,Very Good,I,SI1,59.8,59.0,15053,8.12,8.17,4.87 +31657,0.32,Ideal,E,VS2,61.8,54.0,768,4.43,4.4,2.73 +5019,0.93,Very Good,E,SI2,63.0,58.0,3746,6.16,6.18,3.89 +20381,0.31,Premium,F,VS2,62.3,59.0,625,4.3,4.33,2.69 +22609,2.22,Very Good,J,SI2,61.2,63.0,10662,8.33,8.23,5.07 +23478,1.13,Ideal,D,VS1,61.2,57.0,11477,6.7,6.72,4.1 +49540,0.72,Premium,E,SI2,61.7,58.0,2125,5.79,5.74,3.56 +15120,1.07,Premium,G,VS1,61.4,56.0,6076,6.65,6.61,4.07 +34630,0.31,Ideal,E,VS2,61.6,56.0,872,4.4,4.37,2.7 +8667,1.17,Very Good,H,SI2,63.1,58.0,4455,6.72,6.64,4.22 +21699,0.34,Premium,D,SI1,62.4,58.0,626,4.42,4.46,2.77 +42639,0.5,Ideal,D,SI2,62.5,55.0,1332,5.14,5.07,3.19 +18701,0.36,Very Good,D,SI1,62.8,57.0,619,4.51,4.54,2.84 +10788,0.91,Fair,G,VS2,64.9,54.0,4860,6.04,6.08,3.93 +23637,1.01,Ideal,D,VVS1,62.5,55.0,11661,6.39,6.44,4.01 +36316,0.32,Ideal,G,VVS2,61.3,56.0,936,4.44,4.43,2.72 +6527,0.9,Very Good,D,SI1,61.8,61.0,4068,6.16,6.2,3.82 +11867,1.01,Very Good,F,SI1,62.0,56.0,5107,6.41,6.47,3.99 +8064,0.37,Ideal,F,SI1,61.3,55.0,583,4.61,4.65,2.84 +47227,0.59,Very Good,H,VVS2,62.3,55.0,1840,5.42,5.33,3.35 +2429,0.73,Ideal,D,VS2,62.1,56.0,3182,5.77,5.8,3.59 +4706,0.75,Ideal,D,VS2,61.1,55.0,3679,5.87,5.89,3.6 +37152,0.32,Ideal,D,VS2,61.7,57.0,972,4.39,4.36,2.7 +29956,0.32,Ideal,G,SI1,62.6,55.0,445,4.38,4.41,2.75 +39594,0.4,Ideal,G,SI1,60.1,56.0,1084,4.8,4.85,2.9 +17045,0.28,Ideal,F,VVS2,61.6,55.0,612,4.22,4.26,2.61 +25508,1.26,Ideal,E,VVS2,61.1,57.0,14300,7.0,6.98,4.27 +447,0.61,Ideal,G,VVS2,60.1,57.0,2816,5.52,5.54,3.32 +26635,1.09,Good,D,IF,58.7,61.0,16406,6.75,6.85,3.99 +10109,1.0,Very Good,J,VVS1,63.5,59.0,4717,6.34,6.29,4.01 +42545,0.58,Ideal,J,VS2,60.9,57.0,1324,5.38,5.4,3.28 +482,0.73,Premium,E,SI1,61.3,58.0,2821,5.83,5.76,3.55 +1417,0.8,Ideal,G,VS2,61.2,57.0,2969,6.02,6.07,3.7 +26828,2.11,Ideal,I,VS1,61.9,57.0,16723,8.28,8.22,5.11 +34210,0.33,Premium,F,VS2,62.1,59.0,854,4.45,4.4,2.75 +28550,0.3,Premium,I,VVS2,61.9,61.0,675,4.32,4.28,2.66 +42383,0.5,Ideal,F,SI2,62.0,55.0,1305,5.12,5.09,3.16 +27298,1.55,Premium,D,VS1,59.7,60.0,17773,7.62,7.56,4.53 +22198,1.12,Ideal,F,VVS2,60.4,56.0,10236,6.82,6.78,4.11 +28066,0.31,Ideal,H,VVS1,61.6,57.0,660,4.32,4.35,2.67 +16291,1.01,Very Good,E,VS2,61.1,62.0,6517,6.39,6.5,3.94 +32319,0.3,Good,G,VVS1,63.5,57.0,789,4.23,4.27,2.7 +9029,1.06,Ideal,H,SI2,60.1,59.0,4516,6.58,6.67,3.98 +20181,1.6,Premium,I,SI2,60.8,58.0,8630,7.59,7.51,4.59 +30118,0.32,Premium,G,VS2,61.5,59.0,720,4.42,4.4,2.71 +16192,1.07,Ideal,G,VS2,63.0,55.0,6471,6.55,6.5,4.11 +17624,1.2,Good,E,SI1,64.0,61.0,7096,6.67,6.61,4.25 +41616,0.29,Very Good,F,VS1,59.1,60.0,504,4.33,4.36,2.57 +53134,0.75,Ideal,D,SI2,61.5,55.0,2618,5.85,5.89,3.61 +48228,0.57,Premium,E,VS2,61.0,58.0,1949,5.34,5.31,3.25 +3908,0.73,Ideal,F,VS1,61.4,55.0,3493,5.81,5.84,3.57 +1736,0.32,Very Good,G,VS2,62.6,58.0,561,4.37,4.39,2.74 +45632,0.3,Very Good,H,VVS2,61.5,57.0,525,4.32,4.36,2.66 +26448,2.5,Ideal,J,SI2,60.7,55.0,15990,8.8,8.66,5.3 +22172,1.52,Ideal,I,VS1,62.9,60.0,10214,7.31,7.27,4.59 +44332,0.33,Premium,I,VS1,62.7,58.0,521,4.4,4.43,2.77 +38959,0.31,Good,H,VS2,63.2,58.0,489,4.31,4.33,2.73 +7343,1.01,Good,G,SI2,63.7,56.0,4211,6.26,6.34,4.01 +51207,0.73,Premium,G,SI1,62.8,59.0,2351,5.76,5.68,3.59 +30889,0.33,Premium,E,SI1,60.6,60.0,743,4.44,4.41,2.68 +34722,0.41,Ideal,I,VVS1,61.0,56.0,875,4.79,4.82,2.93 +43182,0.59,Very Good,I,VS2,63.4,56.0,1391,5.37,5.33,3.39 +12539,1.2,Premium,E,SI2,58.2,59.0,5268,6.98,6.9,4.04 +38487,0.42,Ideal,F,VS1,61.4,57.0,1031,4.78,4.83,2.95 +16549,1.27,Premium,I,VS1,59.5,61.0,6611,7.08,7.04,4.2 +34767,0.41,Premium,E,SI2,61.9,55.0,876,4.8,4.77,2.96 +32289,0.28,Ideal,F,SI1,62.3,54.0,453,4.21,4.23,2.63 +17743,1.23,Very Good,E,SI1,59.2,62.0,7143,7.0,7.05,4.16 +13681,1.19,Ideal,E,SI2,61.9,56.0,5598,6.84,6.8,4.22 +48047,0.71,Very Good,I,SI1,60.4,63.0,1926,5.73,5.8,3.48 +21089,1.51,Good,G,SI1,63.1,56.0,9258,7.2,7.28,4.57 +33581,0.38,Ideal,H,VVS2,62.3,53.3,832,4.65,4.69,2.91 +22182,1.5,Premium,G,SI1,60.2,61.0,10219,7.28,7.2,4.36 +10450,1.14,Premium,I,SI1,62.2,58.0,4788,6.7,6.67,4.16 +46794,0.5,Premium,G,VVS2,62.1,61.0,1806,5.1,5.07,3.16 +48279,0.53,Ideal,D,VS2,62.1,55.0,1956,5.2,5.17,3.22 +41033,0.41,Ideal,E,VVS2,60.0,57.0,1187,4.81,4.85,2.9 +40196,0.57,Ideal,H,SI2,62.0,57.0,1121,5.3,5.35,3.3 +8137,1.01,Good,E,SI2,63.3,58.0,4355,6.37,6.39,4.04 +28506,0.3,Ideal,G,VS1,61.1,56.0,673,4.36,4.35,2.66 +14299,1.01,Very Good,F,SI1,62.3,55.0,5789,6.38,6.42,3.99 +45774,0.53,Ideal,E,VS2,61.4,55.0,1707,5.19,5.24,3.2 +39089,0.48,Ideal,I,VVS2,62.1,56.0,1061,5.01,5.04,3.12 +39092,0.32,Ideal,E,VVS1,61.6,56.0,1061,4.43,4.37,2.71 +2415,0.87,Very Good,H,SI1,62.2,57.0,3180,6.05,6.11,3.78 +28220,0.33,Premium,G,VS1,60.3,59.0,666,4.44,4.52,2.7 +40178,0.5,Ideal,F,SI2,60.5,56.0,1118,5.17,5.19,3.14 +4842,0.92,Premium,H,SI1,59.0,59.0,3709,6.36,6.31,3.74 +2023,0.9,Premium,H,SI2,62.4,61.0,3105,6.11,6.03,3.79 +14823,1.38,Ideal,J,SI2,62.6,56.0,5969,7.05,7.16,4.45 +40382,0.38,Ideal,F,VS1,62.1,55.0,1131,4.66,4.63,2.89 +28270,0.25,Good,E,VS1,63.3,60.0,361,3.99,4.04,2.54 +16630,1.01,Very Good,F,VS2,60.6,55.0,6649,6.5,6.56,3.96 +7394,0.33,Premium,H,VS1,61.5,58.0,579,4.39,4.46,2.72 +16953,1.15,Ideal,H,VS2,62.8,54.0,6772,6.7,6.75,4.22 +5764,1.01,Premium,J,VVS2,62.7,59.0,3897,6.46,6.39,4.03 +15589,1.39,Ideal,J,VS2,60.3,57.0,6252,7.24,7.26,4.37 +11549,1.23,Ideal,J,VS2,61.5,57.0,5030,6.85,6.9,4.23 +47584,0.7,Very Good,I,SI2,58.8,60.0,1876,5.8,5.83,3.42 +34933,0.32,Good,I,SI2,63.1,58.0,374,4.34,4.41,2.76 +22878,1.32,Ideal,E,VS2,62.0,56.0,10919,7.02,7.07,4.37 +37827,0.33,Ideal,E,VS1,60.2,57.0,1002,4.52,4.48,2.71 +6567,1.0,Premium,E,SI2,60.5,61.0,4077,6.38,6.31,3.84 +43190,0.46,Ideal,G,VVS1,62.2,57.0,1393,4.93,4.98,3.08 +22936,2.0,Premium,I,SI2,60.0,58.0,10976,8.23,8.17,4.92 +30552,0.31,Premium,E,VS1,60.0,59.0,734,4.38,4.42,2.64 +3739,0.33,Ideal,I,VVS1,61.7,55.7,570,4.43,4.45,2.74 +10028,0.23,Very Good,G,VVS1,60.2,59.0,415,4.0,4.01,2.41 +23685,1.51,Fair,G,VS1,64.9,55.0,11739,7.25,7.14,4.67 +19808,1.51,Very Good,H,SI2,60.8,56.0,8372,7.41,7.46,4.52 +6239,0.71,Ideal,H,IF,61.2,56.0,4007,5.76,5.86,3.54 +41502,0.58,Very Good,E,SI2,63.1,58.0,1234,5.29,5.32,3.35 +33325,0.35,Ideal,D,SI1,61.6,56.0,827,4.53,4.49,2.78 +7401,0.33,Ideal,H,VS1,60.2,57.0,579,4.5,4.54,2.72 +36515,0.3,Premium,F,VVS2,61.0,59.0,945,4.33,4.3,2.63 +34978,0.25,Ideal,H,VS2,61.0,55.0,472,4.11,4.09,2.5 +42723,0.52,Ideal,E,SI1,62.1,54.0,1341,5.17,5.2,3.22 +53384,0.7,Ideal,F,SI1,61.7,54.0,2662,5.72,5.75,3.54 +44280,0.49,Premium,E,VS1,58.1,62.0,1577,5.2,5.13,3.0 +31420,0.4,Ideal,H,VS2,61.8,54.5,764,4.74,4.77,2.94 +33275,0.28,Very Good,I,VS1,60.9,57.0,462,4.22,4.25,2.58 +41804,0.5,Very Good,F,SI1,62.3,60.0,1250,5.07,5.11,3.17 +23333,1.52,Ideal,H,VS2,61.9,55.0,11379,7.38,7.43,4.58 +32171,0.37,Premium,G,VVS2,62.2,58.0,787,4.56,4.6,2.85 +52505,0.72,Ideal,E,SI2,61.4,55.0,2526,5.78,5.8,3.56 +12565,1.06,Ideal,H,SI1,63.0,55.0,5278,6.49,6.44,4.08 +4546,1.0,Premium,G,SI2,63.0,56.0,3640,6.37,6.33,4.0 +11085,0.81,Ideal,F,VVS2,62.2,53.9,4926,5.97,6.01,3.72 +25029,0.34,Very Good,G,VS1,62.2,55.0,640,4.48,4.52,2.8 +29313,0.31,Premium,H,VS1,59.9,59.0,698,4.4,4.38,2.63 +22561,1.23,Very Good,F,VS1,59.3,59.0,10609,6.98,7.01,4.15 +38950,0.31,Ideal,H,VS2,62.0,57.0,489,4.33,4.38,2.7 +51599,0.7,Good,I,VVS2,63.3,55.0,2394,5.61,5.67,3.57 +46902,0.56,Premium,D,SI1,60.6,59.0,1814,5.36,5.34,3.24 +592,0.7,Premium,E,VS1,62.6,59.0,2837,5.69,5.66,3.55 +36633,0.41,Premium,D,SI1,59.2,62.0,947,4.85,4.82,2.86 +1085,0.71,Ideal,H,VS1,61.2,56.0,2909,5.76,5.81,3.54 +46796,0.5,Good,G,VVS2,63.9,58.0,1806,5.05,5.0,3.21 +12362,0.26,Very Good,E,VVS2,61.5,58.0,597,4.08,4.12,2.52 +23861,2.03,Ideal,J,SI2,63.2,55.0,11951,7.99,8.03,5.06 +14521,1.01,Premium,G,VS2,61.6,61.0,5864,6.46,6.36,3.95 +28100,0.31,Very Good,F,SI1,63.1,57.0,663,4.31,4.28,2.71 +19491,1.0,Premium,D,VS1,59.7,60.0,8124,6.45,6.42,3.84 +7811,0.91,Premium,H,VS2,60.6,58.0,4293,6.3,6.25,3.8 +15069,1.03,Premium,D,SI1,61.2,54.0,6056,6.61,6.53,4.02 +10773,1.02,Ideal,F,SI2,61.3,56.0,4855,6.5,6.48,3.98 +42123,0.58,Ideal,I,VS2,62.0,54.0,1279,5.35,5.39,3.33 +36256,0.41,Premium,E,VS2,61.3,58.0,935,4.74,4.79,2.92 +7841,1.13,Ideal,E,SI2,62.4,56.0,4303,6.66,6.63,4.15 +31425,0.3,Ideal,H,IF,61.2,55.0,764,4.36,4.37,2.67 +27136,2.54,Ideal,G,SI2,62.7,56.0,17339,8.75,8.67,5.46 +28239,0.33,Ideal,G,VS1,61.4,54.0,666,4.44,4.48,2.74 +12259,1.01,Ideal,D,SI2,62.5,57.0,5206,6.39,6.35,3.98 +34629,0.31,Ideal,E,VS2,60.8,54.0,872,4.4,4.39,2.67 +10315,1.03,Premium,D,SI2,61.7,58.0,4764,6.5,6.47,4.0 +34022,0.35,Ideal,E,VVS2,62.6,53.0,849,4.52,4.55,2.84 +22208,1.5,Good,H,VS1,63.4,59.0,10256,7.2,7.29,4.59 +5283,0.9,Good,D,SI2,59.5,62.0,3798,6.2,6.23,3.7 +21790,1.56,Very Good,I,VS1,62.7,58.0,9857,7.42,7.37,4.64 +19457,1.42,Premium,H,SI1,62.3,58.0,8102,7.15,7.19,4.47 +24872,1.57,Premium,F,SI1,58.3,58.0,13288,7.72,7.68,4.49 +5292,0.9,Premium,E,SI1,62.3,61.0,3800,6.17,6.12,3.83 +25341,2.0,Good,H,VS2,57.3,59.0,14042,8.27,8.24,4.73 +3272,1.0,Very Good,I,SI2,58.3,63.0,3360,6.53,6.5,3.8 +26750,2.22,Very Good,I,SI2,63.2,57.0,16547,8.28,8.23,5.22 +17217,1.35,Very Good,I,VS2,61.7,59.0,6884,7.05,7.09,4.36 +51188,0.7,Premium,F,SI1,62.8,59.0,2348,5.66,5.59,3.53 +41878,0.5,Fair,G,VS1,67.6,56.0,1257,5.02,4.89,3.35 +10832,0.92,Ideal,E,SI2,62.3,56.0,4871,6.21,6.25,3.88 +34033,0.4,Very Good,D,VS2,59.3,58.0,850,4.8,4.85,2.86 +11136,1.0,Premium,F,SI1,59.3,60.0,4939,6.61,6.57,3.91 +38903,0.33,Ideal,E,VVS1,61.7,56.0,1052,4.48,4.46,2.76 +51570,0.7,Ideal,I,VS2,62.5,54.0,2390,5.68,5.71,3.56 +51454,0.75,Fair,D,SI1,65.1,57.0,2376,5.64,5.6,3.66 +21606,1.52,Ideal,G,SI1,60.7,57.0,9704,7.41,7.38,4.49 +2312,0.77,Very Good,D,SI1,60.3,58.0,3166,5.89,5.96,3.57 +6301,1.14,Premium,J,SI2,62.3,56.0,4022,6.73,6.66,4.17 +9775,1.12,Premium,D,SI2,59.5,59.0,4663,6.8,6.75,4.03 +53610,0.72,Premium,G,VVS2,60.7,60.0,2703,5.87,5.8,3.54 +22806,1.53,Premium,H,VS2,59.9,60.0,10827,7.5,7.46,4.48 +52735,0.71,Very Good,I,VVS1,63.3,57.0,2559,5.65,5.69,3.59 +49623,0.3,Ideal,I,VS2,62.6,56.0,540,4.31,4.29,2.69 +45590,0.52,Premium,G,VS1,62.6,59.0,1689,5.08,5.11,3.19 +10233,1.01,Premium,H,VS2,62.6,60.0,4745,6.39,6.36,3.99 +12200,1.21,Very Good,I,SI1,61.2,62.0,5190,6.81,6.84,4.18 +38872,0.4,Premium,F,VS1,62.9,58.0,1050,4.71,4.67,2.95 +11767,1.1,Very Good,I,VS1,60.2,59.0,5082,6.67,6.71,4.03 +52814,0.71,Premium,H,VS1,59.1,61.0,2572,5.87,5.83,3.46 +38057,0.57,Premium,D,SI2,61.3,59.0,1012,5.32,5.28,3.25 +1250,0.72,Ideal,H,VVS1,62.2,56.0,2946,5.72,5.75,3.57 +36380,0.44,Ideal,H,SI1,61.9,57.0,941,4.92,4.9,3.04 +22092,1.0,Very Good,D,VVS2,61.7,58.0,10113,6.37,6.41,3.94 +6543,1.01,Very Good,F,SI2,63.1,57.0,4072,6.37,6.3,4.0 +48657,0.34,Premium,I,VS1,59.5,59.0,537,4.55,4.59,2.72 +34160,0.33,Ideal,G,VS1,62.1,55.0,854,4.46,4.43,2.76 +39956,0.33,Good,D,SI2,63.4,56.0,492,4.4,4.43,2.8 +49491,0.56,Ideal,E,VS1,61.8,55.0,2117,5.33,5.28,3.28 +46017,0.53,Premium,E,VS2,61.4,55.0,1727,5.24,5.21,3.21 +2278,0.77,Ideal,D,SI1,62.3,56.0,3158,5.84,5.87,3.65 +41653,0.59,Very Good,H,SI1,61.8,56.0,1239,5.39,5.43,3.35 +13261,1.31,Premium,J,SI1,62.5,55.0,5480,7.05,6.97,4.38 +31915,0.3,Premium,G,VS1,62.8,58.0,776,4.28,4.26,2.68 +38969,0.27,Ideal,G,VS1,62.3,56.0,490,4.14,4.16,2.58 +44746,0.5,Ideal,E,VS1,62.2,56.0,1619,5.1,5.13,3.18 +22188,1.59,Premium,I,VS2,60.2,60.0,10222,7.61,7.58,4.57 +39984,0.41,Premium,I,VVS1,61.9,57.0,1107,4.82,4.78,2.97 +21679,1.52,Very Good,D,SI2,59.1,58.0,9781,7.45,7.48,4.41 +35586,0.35,Ideal,D,VS2,60.5,56.0,907,4.63,4.6,2.79 +19766,1.2,Very Good,F,VS2,62.6,56.0,8334,6.73,6.78,4.23 +42693,0.54,Good,H,VS2,63.2,55.0,1338,5.2,5.24,3.3 +47116,0.61,Very Good,D,SI1,58.5,58.0,1828,5.54,5.64,3.27 +16866,1.24,Premium,H,SI1,60.4,59.0,6729,6.97,6.93,4.2 +53431,0.7,Ideal,F,SI1,61.1,56.0,2671,5.74,5.78,3.52 +484,0.73,Premium,E,SI1,59.6,61.0,2821,5.92,5.85,3.51 +45934,0.5,Ideal,G,VS2,62.2,54.0,1721,5.12,5.07,3.17 +45857,0.5,Very Good,H,VVS1,63.3,57.0,1715,5.06,5.02,3.19 +17868,1.01,Ideal,F,VS1,63.2,56.0,7209,6.35,6.41,4.03 +44621,0.57,Very Good,G,VS2,62.6,55.0,1608,5.26,5.31,3.31 +7583,1.26,Good,J,SI1,63.9,58.0,4255,6.78,6.74,4.32 +45702,0.6,Ideal,D,SI1,61.4,55.0,1698,5.43,5.45,3.34 +50384,0.7,Premium,H,VS2,61.0,59.0,2251,5.72,5.65,3.47 +20833,1.51,Very Good,E,SI2,62.8,59.0,9058,7.24,7.31,4.57 +12361,0.26,Very Good,E,VVS2,63.0,58.0,597,4.0,4.03,2.53 +2074,0.76,Premium,E,VS2,60.3,60.0,3107,5.97,5.94,3.59 +30306,0.41,Very Good,E,SI1,60.4,58.0,725,4.75,4.79,2.88 +15186,1.2,Very Good,E,SI1,62.6,58.0,6098,6.73,6.78,4.23 +49924,0.77,Fair,I,VS1,65.1,57.0,2184,5.65,5.77,3.72 +1316,0.72,Ideal,F,VS2,62.2,56.0,2956,5.75,5.73,3.57 +43945,0.31,Ideal,E,SI1,61.9,53.0,516,4.36,4.4,2.71 +20738,1.4,Ideal,H,VS2,63.0,56.0,8977,7.13,7.07,4.47 +36509,0.35,Ideal,D,VVS2,61.6,54.0,945,4.55,4.57,2.81 +22787,1.7,Very Good,J,VVS1,62.9,60.0,10808,7.56,7.61,4.77 +37840,0.33,Ideal,D,VS2,62.3,56.0,1002,4.46,4.43,2.77 +48241,0.86,Very Good,J,SI2,63.2,61.0,1950,6.05,5.97,3.79 +19025,0.27,Ideal,F,VVS1,61.0,57.0,620,4.2,4.22,2.57 +19705,0.37,Premium,F,SI2,60.7,57.0,624,4.67,4.62,2.82 +5030,1.01,Very Good,J,SI1,62.9,56.0,3749,6.35,6.4,4.01 +11046,0.25,Ideal,F,VS1,61.8,56.0,595,4.07,4.09,2.52 +7512,0.61,Ideal,D,VVS1,62.1,56.0,4241,5.43,5.46,3.38 +27026,2.02,Premium,H,SI2,61.5,58.0,17166,8.14,8.1,4.99 +40405,0.54,Ideal,G,SI2,61.8,54.0,1133,5.24,5.28,3.25 +49227,0.51,Ideal,F,VVS2,62.2,57.0,2082,5.12,5.14,3.19 +30155,0.45,Premium,J,SI2,60.9,57.0,720,4.95,4.9,3.05 +43965,0.32,Premium,H,SI2,61.8,55.0,517,4.42,4.35,2.71 +16995,1.01,Premium,E,VS2,62.7,57.0,6787,6.36,6.31,3.97 +4919,0.7,Ideal,G,VVS2,61.6,57.0,3725,5.74,5.71,3.53 +13296,1.06,Very Good,F,SI1,58.8,57.0,5491,6.67,6.76,3.95 +18063,1.14,Very Good,F,VS2,58.3,60.0,7293,6.87,6.91,4.02 +33165,0.39,Very Good,I,VVS2,62.7,58.0,817,4.65,4.67,2.92 +38202,0.44,Very Good,G,SI2,60.6,55.0,1016,4.94,4.96,3.0 +5440,0.93,Ideal,F,SI2,59.5,57.0,3828,6.37,6.33,3.78 +1135,0.71,Ideal,F,VS1,62.6,55.0,2920,5.71,5.67,3.56 +47832,0.57,Very Good,D,SI1,59.8,60.0,1906,5.4,5.34,3.21 +34480,0.39,Ideal,G,SI1,60.5,56.0,866,4.77,4.79,2.89 +33295,0.31,Very Good,G,SI1,63.0,58.0,462,4.3,4.34,2.72 +50424,0.83,Very Good,G,SI2,63.1,61.0,2259,5.96,5.92,3.75 +334,0.7,Good,G,VS1,65.1,58.0,2803,5.56,5.59,3.63 +26881,1.71,Ideal,G,VS2,61.8,57.0,16817,7.7,7.6,4.73 +1639,0.71,Very Good,F,VS1,61.8,60.0,3017,5.66,5.7,3.51 +22272,1.13,Ideal,F,VVS2,61.4,56.0,10327,6.77,6.72,4.14 +30127,0.32,Ideal,G,VS2,61.7,57.0,720,4.4,4.38,2.71 +4296,1.11,Premium,D,I1,61.9,58.0,3589,6.63,6.66,4.11 +41713,0.56,Ideal,D,SI2,61.3,56.0,1243,5.3,5.33,3.26 +20778,1.14,Ideal,G,VVS2,61.0,56.0,9013,6.74,6.76,4.12 +21526,1.2,Ideal,G,VS1,62.0,55.0,9625,6.81,6.87,4.24 +27933,0.24,Very Good,E,VS1,61.7,60.0,430,3.97,4.0,2.46 +9175,1.0,Very Good,D,SI2,59.4,60.0,4543,6.48,6.56,3.87 +26737,1.8,Ideal,F,SI1,61.8,57.0,16513,7.83,7.79,4.83 +6421,0.8,Ideal,F,VS2,60.9,57.0,4043,5.98,6.04,3.66 +34312,0.43,Very Good,E,SI2,63.4,57.0,858,4.82,4.77,3.04 +19037,0.31,Ideal,D,VS2,61.3,57.0,621,4.36,4.41,2.69 +11371,0.4,Very Good,G,SI2,61.9,61.0,596,4.69,4.74,2.92 +15302,1.29,Good,D,SI2,57.9,59.0,6140,7.22,7.18,4.17 +7149,0.91,Premium,D,SI1,59.3,58.0,4179,6.38,6.33,3.77 +4266,0.78,Ideal,H,VVS2,62.1,56.0,3581,5.88,5.9,3.66 +23377,0.33,Ideal,G,SI1,61.4,57.0,631,4.48,4.45,2.74 +42979,0.41,Ideal,E,VVS1,61.3,57.0,1367,4.77,4.79,2.93 +47914,0.7,Good,G,SI1,64.0,55.0,1915,5.59,5.62,3.59 +30647,0.3,Ideal,D,VS2,61.8,55.0,736,4.27,4.3,2.65 +33523,0.34,Ideal,E,VS2,62.2,57.0,829,4.46,4.42,2.76 +4566,1.16,Good,G,SI2,63.7,57.0,3644,6.59,6.56,4.19 +36976,0.4,Very Good,F,VVS2,63.0,57.0,963,4.63,4.7,2.94 +17009,1.33,Ideal,H,SI2,62.3,55.0,6791,7.01,7.08,4.39 +29768,0.3,Premium,I,VVS1,60.5,60.0,709,4.34,4.32,2.62 +36682,0.4,Very Good,F,VS1,62.0,56.0,951,4.71,4.73,2.92 +50630,0.23,Very Good,D,VS2,63.1,58.0,402,3.91,3.95,2.48 +13376,0.24,Ideal,F,VS1,61.3,56.0,419,4.0,4.03,2.46 +14205,1.01,Very Good,G,VS2,63.0,56.0,5759,6.35,6.41,4.02 +52721,0.74,Ideal,F,SI2,60.6,57.0,2555,5.88,5.84,3.55 +50687,0.54,Ideal,G,IF,61.2,57.0,2289,5.26,5.28,3.22 +51571,0.71,Good,E,SI2,62.2,56.0,2390,5.63,5.66,3.51 +41116,0.44,Ideal,F,VVS2,60.9,55.0,1196,4.92,4.96,3.01 +4520,1.0,Premium,G,SI1,60.1,61.0,3634,6.44,6.4,3.86 +4348,0.72,Ideal,E,VS2,61.4,56.0,3601,5.78,5.8,3.55 +49392,0.7,Very Good,D,SI2,63.7,58.0,2104,5.56,5.62,3.56 +46171,0.5,Premium,E,VS2,61.3,58.0,1746,5.12,5.06,3.12 +29944,0.32,Premium,E,I1,60.9,58.0,444,4.42,4.38,2.68 +12353,1.04,Ideal,I,VS1,61.8,56.0,5229,6.49,6.51,4.02 +44959,0.58,Ideal,E,SI1,61.6,55.0,1636,5.33,5.38,3.3 +16880,1.01,Ideal,G,VS2,61.0,56.0,6734,6.47,6.51,3.96 +25997,2.0,Ideal,I,SI1,62.9,59.0,15218,8.08,7.95,5.05 +46660,0.51,Ideal,D,VS2,61.5,55.0,1787,5.13,5.18,3.17 +13567,1.05,Good,H,VS1,63.3,57.0,5555,6.4,6.45,4.07 +12477,1.33,Good,J,VS2,57.4,62.0,5251,7.3,7.23,4.17 +9206,1.0,Ideal,G,SI2,62.0,53.0,4551,6.42,6.45,3.99 +6339,0.57,Very Good,D,IF,61.3,57.0,4032,5.33,5.41,3.29 +37179,0.32,Ideal,D,VS2,61.8,57.0,972,4.36,4.35,2.69 +34201,0.33,Ideal,F,VS2,61.9,57.0,854,4.42,4.4,2.73 +6578,1.0,Premium,I,VS1,60.6,58.0,4077,6.47,6.4,3.9 +16732,0.4,Very Good,E,SI2,58.7,57.0,611,4.88,4.94,2.88 +19568,1.48,Very Good,I,VS2,63.0,58.0,8196,7.16,7.19,4.52 +17439,1.09,Very Good,F,VS2,61.4,54.0,6990,6.66,6.7,4.1 +25601,2.17,Premium,H,SI1,59.9,61.0,14452,8.39,8.38,5.02 +17671,1.15,Ideal,H,VS1,62.7,57.0,7123,6.68,6.64,4.17 +687,0.86,Premium,H,SI1,62.7,59.0,2851,6.04,5.98,3.77 +14803,1.19,Very Good,E,SI1,58.0,63.0,5956,6.9,6.97,4.02 +526,1.17,Premium,J,I1,60.2,61.0,2825,6.9,6.83,4.13 +41294,0.51,Premium,E,SI2,60.7,56.0,1211,5.21,5.17,3.15 +11521,1.17,Very Good,G,SI1,63.3,61.0,5025,6.65,6.59,4.19 +7061,0.33,Very Good,G,VS2,60.9,56.0,579,4.46,4.5,2.73 +32353,0.31,Premium,E,VVS1,61.8,59.0,789,4.31,4.33,2.67 +11217,0.9,Very Good,F,VS1,62.4,59.0,4961,6.1,6.15,3.82 +36061,0.31,Ideal,G,IF,61.0,56.0,924,4.37,4.38,2.67 +6539,1.18,Good,E,SI2,63.6,57.0,4071,6.74,6.72,4.28 +32822,0.34,Ideal,E,VS1,61.8,57.0,805,4.47,4.5,2.77 +48850,0.73,Fair,G,SI1,65.5,56.0,2032,5.68,5.62,3.7 +32318,0.36,Premium,E,VS2,60.3,59.0,789,4.58,4.64,2.78 +10862,1.14,Very Good,G,SI2,62.4,60.0,4875,6.6,6.67,4.14 +53626,0.3,Good,I,VVS1,63.1,57.0,552,4.27,4.29,2.7 +8075,1.21,Premium,I,SI2,59.9,61.0,4337,6.89,6.85,4.11 +51894,0.6,Very Good,D,VS1,61.4,59.0,2431,5.41,5.44,3.33 +50467,0.72,Ideal,I,VS1,62.3,55.0,2265,5.79,5.69,3.58 +35458,0.49,Premium,J,SI2,59.8,59.0,900,5.14,5.12,3.07 +44734,0.57,Very Good,G,VS2,62.2,60.0,1617,5.28,5.3,3.29 +6694,0.31,Premium,G,SI2,61.3,58.0,408,4.37,4.4,2.69 +10487,1.02,Good,H,SI1,63.4,57.0,4796,6.36,6.42,4.05 +1064,0.31,Ideal,E,SI2,61.7,56.0,558,4.4,4.35,2.7 +13915,1.01,Ideal,H,SI1,61.2,56.0,5664,6.44,6.47,3.95 +48221,0.57,Ideal,G,VS1,62.1,56.0,1949,5.33,5.3,3.3 +28902,0.3,Very Good,G,VVS2,62.8,60.0,684,4.25,4.28,2.68 +17012,1.07,Ideal,G,VS1,61.8,57.0,6793,6.52,6.58,4.05 +22484,1.14,Ideal,E,VVS2,62.3,55.0,10512,6.68,6.71,4.17 +35603,0.31,Premium,H,VVS1,61.9,58.0,907,4.34,4.32,2.68 +427,0.91,Premium,G,SI2,59.8,58.0,2813,6.3,6.29,3.77 +46179,0.57,Premium,G,VS1,60.5,58.0,1746,5.39,5.32,3.24 +52145,0.62,Ideal,H,IF,61.9,55.0,2469,5.5,5.52,3.41 +42877,0.56,Fair,E,SI1,64.5,61.0,1358,5.22,5.09,3.33 +43566,0.51,Ideal,D,SI1,61.0,56.0,1431,5.15,5.17,3.15 +43039,0.5,Ideal,F,SI1,60.2,63.0,1374,5.12,5.15,3.09 +27309,2.05,Very Good,H,SI1,62.5,57.0,17811,8.09,8.07,5.05 +20862,1.54,Premium,H,VS2,60.3,60.0,9081,7.47,7.45,4.5 +51561,0.7,Very Good,I,VVS1,58.8,61.0,2389,5.78,5.82,3.41 +50205,0.8,Premium,J,SI1,60.1,57.0,2227,6.03,5.98,3.61 +24355,2.01,Premium,I,SI1,61.0,60.0,12617,8.16,8.11,4.96 +17667,0.94,Ideal,F,VS2,61.2,57.0,7120,6.29,6.33,3.86 +11251,1.21,Premium,J,VS2,61.9,58.0,4968,6.84,6.79,4.22 +29846,0.3,Premium,D,VS2,60.5,58.0,710,4.35,4.38,2.64 +8695,0.91,Premium,G,VS1,62.2,58.0,4459,6.22,6.12,3.85 +19769,1.01,Good,D,VS1,64.1,55.0,8339,6.29,6.38,4.06 +25043,0.3,Good,F,SI1,63.6,55.0,641,4.33,4.28,2.74 +44966,0.69,Premium,I,SI1,62.0,59.0,1636,5.66,5.63,3.5 +14178,1.17,Ideal,H,SI1,62.1,54.0,5751,6.83,6.77,4.22 +14981,1.03,Very Good,G,VS2,62.1,57.0,6036,6.41,6.48,4.0 +969,0.71,Very Good,F,VS1,62.6,55.0,2893,5.66,5.71,3.56 +2941,0.86,Very Good,G,SI1,62.9,55.0,3293,6.04,6.08,3.81 +35564,0.35,Ideal,G,VS1,62.5,55.0,906,4.55,4.51,2.83 +6541,1.01,Premium,I,SI1,61.8,58.0,4072,6.45,6.37,3.96 +18694,0.29,Ideal,E,VS1,61.2,56.0,619,4.27,4.29,2.61 +597,0.72,Premium,F,VS1,58.8,60.0,2838,5.91,5.89,3.47 +45565,0.52,Ideal,G,VS1,62.3,55.0,1689,5.14,5.16,3.21 +53900,0.72,Ideal,H,VVS2,62.3,56.0,2752,5.74,5.81,3.6 +38274,0.21,Very Good,E,VS2,63.2,54.0,386,3.82,3.78,2.4 +38934,0.4,Ideal,E,VS1,62.2,55.0,1053,4.72,4.76,2.95 +45639,0.25,Very Good,G,VVS1,61.4,56.0,525,4.04,4.07,2.49 +11908,1.0,Very Good,F,SI1,63.5,56.0,5122,6.28,6.35,4.01 +34668,0.31,Premium,E,VS2,62.7,58.0,872,4.33,4.31,2.71 +23147,1.02,Premium,E,VVS1,61.5,59.0,11163,6.46,6.41,3.96 +40323,0.36,Ideal,D,VVS2,61.0,56.0,1126,4.57,4.61,2.8 +1530,0.71,Ideal,F,SI1,61.9,56.0,2999,5.69,5.74,3.54 +36251,0.41,Ideal,E,VS2,62.1,57.0,935,4.74,4.79,2.96 +4332,1.02,Premium,J,SI2,62.6,60.0,3599,6.42,6.39,4.01 +43474,0.41,Ideal,E,IF,62.1,54.0,1419,4.75,4.81,2.97 +37327,0.49,Premium,F,SI2,60.8,60.0,980,5.12,5.04,3.09 +21448,1.11,Premium,F,VVS2,59.2,59.0,9548,6.82,6.79,4.03 +43099,0.57,Fair,E,SI1,64.6,59.0,1383,5.22,5.18,3.36 +31883,0.3,Premium,G,VS1,59.6,59.0,776,4.38,4.34,2.6 +17579,1.06,Very Good,E,VS2,61.0,60.0,7079,6.57,6.53,4.0 +26948,1.71,Ideal,G,VS1,63.0,56.0,17009,7.65,7.58,4.8 +51712,0.7,Very Good,F,SI1,63.5,56.0,2401,5.58,5.66,3.57 +31531,0.34,Ideal,E,SI1,62.2,55.0,765,4.49,4.45,2.78 +15170,1.0,Premium,G,VS1,60.9,60.0,6097,6.45,6.42,3.92 +44967,0.7,Premium,G,SI2,58.9,59.0,1636,5.73,5.7,3.37 +17038,1.55,Ideal,J,SI2,62.0,56.0,6805,7.42,7.38,4.59 +35164,0.4,Ideal,D,VS2,62.2,54.0,891,4.73,4.76,2.95 +10687,1.0,Good,F,SI1,63.8,57.0,4844,6.21,6.29,3.99 +30644,0.42,Good,D,SI1,63.3,58.0,735,4.73,4.75,3.0 +51683,0.74,Premium,G,SI2,63.0,56.0,2398,5.77,5.75,3.63 +52213,0.9,Very Good,J,SI2,62.9,55.0,2482,6.13,6.17,3.87 +24015,1.52,Ideal,F,SI1,62.2,56.0,12183,7.41,7.31,4.58 +22384,1.31,Very Good,D,VS2,59.5,61.0,10409,7.16,7.19,4.27 +22669,1.53,Premium,D,SI1,61.6,58.0,10712,7.35,7.42,4.55 +31977,0.26,Very Good,F,VS2,59.0,59.0,453,4.19,4.25,2.49 +30697,0.42,Premium,G,SI1,61.7,58.0,737,4.76,4.8,2.95 +46846,0.53,Ideal,F,VS1,62.1,57.0,1812,5.16,5.21,3.22 +49012,0.71,Very Good,I,VS2,62.3,58.0,2052,5.68,5.72,3.55 +26339,2.07,Very Good,I,SI1,62.3,60.0,15847,8.12,8.16,5.07 +26937,1.68,Ideal,G,VS1,62.0,55.0,16985,7.59,7.66,4.73 +21046,0.31,Ideal,H,VVS2,61.8,56.0,625,4.34,4.36,2.69 +29253,0.32,Ideal,G,VVS2,61.3,55.0,698,4.4,4.44,2.71 +32832,0.33,Ideal,H,IF,61.8,55.2,806,4.44,4.47,2.76 +48564,0.52,Ideal,D,VS1,60.9,56.0,1991,5.19,5.22,3.17 +13470,1.21,Premium,J,VVS2,61.7,60.0,5531,6.85,6.82,4.22 +31759,0.44,Ideal,G,SI1,61.5,57.0,772,4.87,4.88,3.0 +31099,0.41,Ideal,I,VVS2,61.6,56.0,753,4.79,4.82,2.96 +9233,1.02,Good,D,SI1,64.3,54.0,4558,6.32,6.27,4.05 +16980,1.37,Very Good,G,SI2,63.4,61.0,6781,6.95,7.03,4.43 +52468,0.76,Very Good,H,VS2,63.4,58.0,2517,5.78,5.74,3.65 +7874,0.9,Very Good,H,VS1,62.9,58.0,4309,6.06,6.12,3.83 +17449,1.01,Good,D,VS2,62.1,59.0,6998,6.28,6.35,3.92 +19618,1.27,Very Good,H,VS1,60.7,54.0,8235,7.01,7.05,4.27 +27178,1.5,Good,E,VVS2,64.3,58.0,17449,7.2,7.13,4.61 +6247,0.9,Ideal,G,SI1,61.9,59.0,4008,6.16,6.19,3.82 +32665,0.31,Premium,G,VS1,59.5,59.0,802,4.47,4.4,2.64 +36385,0.38,Premium,D,SI1,60.7,60.0,941,4.69,4.63,2.83 +49277,0.54,Ideal,G,VVS2,61.4,55.0,2090,5.3,5.22,3.23 +13400,0.32,Very Good,F,VS2,63.0,57.0,602,4.33,4.37,2.74 +38516,0.36,Ideal,D,VVS2,62.0,54.0,1033,4.57,4.63,2.85 +51806,0.75,Premium,G,SI1,60.4,58.0,2415,5.88,5.84,3.54 +5962,0.9,Good,F,SI1,57.5,60.0,3950,6.33,6.37,3.65 +2822,0.93,Ideal,F,SI2,62.0,57.0,3266,6.31,6.28,3.9 +37727,0.34,Premium,G,VVS2,61.7,56.0,995,4.51,4.47,2.77 +48375,0.68,Very Good,F,SI1,60.1,57.9,1964,5.69,5.74,3.43 +36609,0.34,Very Good,E,SI2,62.5,59.0,477,4.43,4.46,2.78 +29306,0.25,Ideal,G,VS1,62.0,54.0,438,4.06,4.07,2.52 +17951,1.14,Ideal,G,VS1,62.5,56.0,7255,6.69,6.66,4.17 +49526,0.54,Ideal,G,VVS1,62.2,56.0,2123,5.2,5.22,3.24 +22392,2.0,Good,G,SI2,64.3,60.0,10416,7.87,7.83,5.05 +14963,1.21,Premium,H,SI1,59.5,58.0,6025,7.02,6.96,4.16 +10532,1.01,Good,D,SI2,63.6,56.0,4805,6.38,6.33,4.04 +17933,1.2,Ideal,G,VS2,62.8,57.0,7243,6.78,6.72,4.24 +35071,0.32,Very Good,F,VVS1,61.5,57.0,886,4.38,4.41,2.7 +49538,0.72,Very Good,E,SI2,59.4,63.0,2125,5.87,5.82,3.47 +12272,1.29,Very Good,J,SI1,61.2,58.0,5209,6.97,7.02,4.28 +3234,0.73,Very Good,E,VS1,62.1,60.0,3353,5.71,5.79,3.57 +51094,0.71,Ideal,F,SI1,60.9,56.0,2335,5.79,5.81,3.53 +424,0.99,Fair,J,SI1,55.0,61.0,2812,6.72,6.67,3.68 +25527,1.61,Ideal,G,VS1,61.9,55.0,14341,7.58,7.55,4.68 +32264,0.3,Very Good,G,VVS1,62.7,59.0,789,4.22,4.27,2.66 +35008,0.4,Very Good,F,SI1,63.3,58.0,882,4.72,4.69,2.98 +12299,1.21,Premium,I,SI1,62.8,57.0,5218,6.74,6.67,4.21 +19499,1.23,Ideal,G,VS2,61.5,54.0,8133,6.92,6.89,4.25 +5369,0.79,Ideal,D,VS2,61.3,57.0,3818,5.95,6.0,3.66 +18006,1.0,Very Good,D,VS1,60.0,60.0,7281,6.44,6.49,3.88 +41265,0.31,Ideal,H,VS2,62.1,53.8,502,4.33,4.37,2.7 +40837,0.4,Ideal,D,VS2,61.7,56.0,1172,4.72,4.74,2.92 +24397,2.11,Fair,G,SI2,65.0,56.0,12633,8.06,8.01,5.22 +25733,2.53,Premium,H,SI2,62.6,60.0,14659,8.66,8.55,5.39 +10421,1.03,Ideal,I,SI1,62.2,54.0,4782,6.46,6.5,4.03 +46324,0.69,Very Good,H,SI1,62.5,57.6,1757,5.66,5.72,3.55 +5186,0.9,Good,G,SI1,63.8,61.0,3774,6.09,6.05,3.87 +16710,0.3,Very Good,E,SI2,61.7,61.0,421,4.29,4.33,2.66 +3094,0.9,Good,F,SI2,63.2,58.0,3318,6.09,6.12,3.86 +39669,0.42,Ideal,G,VS2,61.7,57.0,1087,4.83,4.8,2.97 +23931,1.5,Very Good,D,SI1,60.0,59.0,12060,7.41,7.46,4.46 +4684,0.71,Ideal,D,SI1,60.6,56.0,3674,5.78,5.81,3.51 +46460,0.54,Ideal,F,VS1,61.1,57.0,1774,5.28,5.3,3.23 +18019,1.01,Very Good,E,VS2,59.5,60.0,7290,6.5,6.54,3.88 +14452,1.2,Ideal,H,VS2,63.0,56.0,5833,6.74,6.65,4.22 +3542,1.01,Premium,I,SI2,61.6,59.0,3411,6.4,6.35,3.93 +13966,1.01,Very Good,H,VVS2,59.6,63.0,5684,6.55,6.47,3.88 +22353,0.31,Ideal,H,VS2,62.2,53.0,628,4.43,4.38,2.74 +10997,1.17,Good,H,SI2,63.8,58.0,4914,6.73,6.57,4.24 +41162,0.38,Ideal,D,VVS2,61.3,56.0,1200,4.63,4.73,2.87 +40676,0.5,Premium,E,SI1,62.3,60.0,1155,5.16,5.08,3.19 +42430,0.55,Ideal,F,SI2,61.1,56.0,1313,5.25,5.33,3.24 +42850,0.41,Ideal,F,VVS1,62.3,55.0,1356,4.79,4.74,2.97 +23897,1.5,Very Good,E,SI1,60.4,59.0,12000,7.35,7.39,4.45 +2513,0.74,Ideal,F,VS2,62.1,56.0,3200,5.83,5.79,3.61 +18311,1.11,Ideal,G,VS2,61.4,56.0,7443,6.65,6.7,4.1 +7807,1.03,Very Good,J,VS1,63.4,58.0,4292,6.36,6.42,4.05 +46348,0.9,Fair,H,I1,66.9,63.0,1758,6.04,5.91,4.0 +17151,1.5,Good,H,SI2,60.8,64.0,6846,7.27,7.2,4.4 +44750,0.52,Premium,I,VVS1,63.0,58.0,1619,5.12,5.1,3.22 +49517,0.73,Ideal,I,SI1,62.0,56.0,2122,5.75,5.8,3.58 +11426,1.0,Good,G,VS2,63.6,58.0,5002,6.26,6.35,4.01 +13723,0.38,Ideal,E,SI2,61.5,55.0,603,4.69,4.72,2.89 +42675,0.53,Premium,G,VS2,59.9,60.0,1335,5.24,5.28,3.15 +52875,0.71,Ideal,I,VS2,61.6,57.0,2582,5.7,5.62,3.49 +2861,0.72,Ideal,H,VS1,61.6,56.0,3274,5.76,5.79,3.55 +16554,1.01,Very Good,G,VS1,62.2,53.0,6613,6.48,6.54,4.05 +39130,0.41,Premium,G,VS2,61.4,59.0,1061,4.79,4.75,2.93 +25378,0.31,Ideal,E,VS2,61.7,55.0,642,4.35,4.37,2.69 +43798,0.51,Ideal,H,VS2,60.8,57.0,1442,5.14,5.16,3.13 +8314,1.0,Good,H,SI1,61.2,62.0,4389,6.32,6.36,3.88 +12680,1.15,Ideal,H,SI2,62.5,58.0,5306,6.65,6.69,4.17 +32584,0.31,Ideal,F,VVS1,61.9,55.0,801,4.37,4.42,2.72 +27,0.24,Premium,I,VS1,62.5,57.0,355,3.97,3.94,2.47 +37002,0.5,Premium,I,SI1,61.7,58.0,965,5.09,5.15,3.16 +51134,0.53,Ideal,D,VS1,61.6,56.0,2340,5.23,5.19,3.21 +32564,0.31,Ideal,E,VS1,61.3,55.0,800,4.4,4.43,2.7 +27605,2.15,Ideal,H,SI1,61.5,60.0,18470,8.17,8.29,5.06 +49870,0.53,Very Good,F,VVS2,61.4,57.0,2175,5.2,5.22,3.2 +37655,0.42,Ideal,F,SI1,60.6,57.0,992,4.9,4.84,2.95 +2903,0.72,Ideal,E,VS1,62.6,57.0,3283,5.69,5.72,3.57 +40579,0.5,Very Good,G,SI1,62.3,58.0,1153,5.06,5.08,3.16 +42539,0.4,Ideal,D,VVS2,61.9,56.0,1323,4.76,4.74,2.94 +20134,1.55,Premium,H,VS1,60.8,60.0,8593,7.54,7.5,4.57 +24436,1.51,Ideal,D,SI1,62.3,56.0,12688,7.3,7.4,4.58 +41951,0.23,Very Good,F,VVS2,60.4,61.0,505,3.93,3.95,2.38 +3545,0.74,Very Good,G,VVS2,61.3,56.0,3413,5.85,5.9,3.6 +43991,0.3,Very Good,J,VS1,62.7,59.0,394,4.24,4.28,2.67 +23840,1.01,Very Good,D,VVS1,63.9,56.0,11923,6.32,6.36,4.05 +39280,0.34,Good,H,SI1,63.7,57.0,490,4.44,4.45,2.83 +50522,0.7,Fair,G,VS2,57.3,63.0,2273,5.78,5.84,3.33 +22377,0.31,Very Good,H,VS2,63.1,57.0,628,4.32,4.27,2.71 +45820,0.53,Ideal,H,IF,60.2,56.0,1712,5.29,5.32,3.19 +10317,1.03,Ideal,D,SI2,62.8,56.0,4764,6.46,6.43,4.05 +1216,0.77,Premium,D,SI1,59.5,60.0,2939,6.01,5.95,3.56 +46340,0.51,Premium,E,VS1,62.0,61.0,1758,5.14,5.11,3.18 +42993,0.39,Ideal,F,IF,61.9,57.0,1368,4.68,4.69,2.9 +4747,0.7,Ideal,F,VVS1,62.5,57.0,3683,5.62,5.67,3.53 +6474,0.9,Ideal,F,SI1,62.5,56.0,4054,6.13,6.16,3.84 +53853,0.83,Ideal,J,VS2,62.3,55.0,2742,6.01,6.03,3.75 +26452,2.07,Very Good,H,SI2,63.3,56.0,15992,8.1,8.08,5.12 +22879,1.5,Ideal,H,VS2,62.3,56.0,10920,7.34,7.29,4.56 +30772,0.32,Ideal,F,VVS2,62.1,56.0,741,4.4,4.46,2.75 +9138,1.1,Ideal,H,SI2,62.6,56.0,4537,6.57,6.65,4.14 +18981,1.5,Premium,H,SI2,62.2,60.0,7812,7.29,7.24,4.52 +42956,0.3,Premium,J,VS1,62.7,59.0,506,4.28,4.24,2.67 +32553,0.3,Ideal,G,IF,62.4,55.0,799,4.3,4.32,2.69 +22254,1.18,Ideal,G,VVS2,61.3,55.0,10308,6.86,6.81,4.19 +20049,0.28,Ideal,D,VS2,62.4,57.0,625,4.2,4.16,2.61 +14909,1.2,Very Good,H,VS2,63.3,57.0,6000,6.78,6.68,4.26 +12023,1.15,Ideal,J,VS1,61.5,55.0,5152,6.81,6.76,4.17 +38586,0.41,Ideal,F,VVS2,62.1,55.0,1036,4.77,4.79,2.97 +33293,0.31,Premium,D,SI2,62.1,59.0,462,4.31,4.35,2.69 +31645,0.27,Ideal,H,VS2,61.7,56.0,451,4.13,4.17,2.56 +4108,0.74,Ideal,G,VVS1,62.1,54.0,3537,5.8,5.83,3.61 +51189,0.7,Premium,F,SI1,61.6,55.0,2348,5.7,5.66,3.5 +22311,1.17,Ideal,F,VVS2,61.9,54.0,10351,6.76,6.82,4.2 +27581,1.6,Ideal,F,VS2,62.0,55.0,18421,7.49,7.54,4.66 +12762,1.21,Very Good,H,SI2,62.6,61.0,5324,6.7,6.75,4.21 +10911,1.04,Premium,H,SI1,59.5,58.0,4890,6.58,6.67,3.94 +15143,0.94,Very Good,G,VVS1,63.3,57.0,6088,6.21,6.14,3.91 +38701,0.37,Ideal,E,VS2,62.3,56.0,1041,4.59,4.56,2.85 +47695,0.5,Ideal,G,VVS1,62.2,54.0,1883,5.1,5.13,3.18 +46053,0.51,Ideal,E,SI1,61.4,56.0,1732,5.14,5.16,3.16 +7831,1.01,Very Good,F,SI2,61.8,56.0,4298,6.43,6.38,3.96 +51172,0.5,Ideal,E,VVS2,62.2,57.0,2346,5.08,5.05,3.15 +31762,0.4,Premium,D,SI1,61.1,58.0,772,4.74,4.75,2.9 +29475,0.4,Premium,G,SI1,62.0,59.0,702,4.71,4.74,2.93 +49136,0.56,Ideal,D,VS2,61.6,56.0,2066,5.31,5.27,3.26 +53929,0.79,Premium,E,SI2,61.4,58.0,2756,6.03,5.96,3.68 +52096,0.7,Very Good,E,SI1,62.6,56.0,2459,5.65,5.69,3.55 +42952,0.3,Premium,J,VS1,61.2,61.0,506,4.33,4.3,2.64 +39057,0.39,Very Good,F,VVS2,63.5,58.0,1058,4.65,4.61,2.94 +34890,0.35,Premium,F,VS2,60.4,59.0,879,4.57,4.54,2.75 +34204,0.33,Premium,F,VS2,61.9,57.0,854,4.44,4.42,2.74 +45783,0.67,Good,I,VS2,60.7,61.4,1708,5.6,5.64,3.41 +10704,1.11,Very Good,G,SI2,63.2,56.0,4848,6.61,6.56,4.16 +37021,0.33,Premium,G,VVS2,61.2,57.0,965,4.44,4.42,2.71 +35831,0.4,Ideal,G,VVS2,61.1,57.0,915,4.72,4.78,2.9 +40843,0.4,Very Good,G,IF,62.3,59.0,1173,4.67,4.7,2.92 +10128,1.11,Ideal,H,SI2,62.6,56.0,4719,6.58,6.65,4.14 +46369,0.54,Premium,G,VS1,61.1,60.0,1760,5.28,5.23,3.21 +41554,0.41,Ideal,F,VVS1,62.3,56.0,1236,4.79,4.77,2.98 +50918,0.7,Very Good,D,SI1,62.5,63.0,2318,5.7,5.63,3.54 +7804,1.02,Very Good,G,SI2,61.6,61.0,4291,6.46,6.47,3.98 +17129,1.23,Premium,D,SI2,62.3,58.0,6833,6.81,6.78,4.23 +22700,0.35,Good,E,SI2,63.9,55.0,630,4.5,4.48,2.87 +40111,0.41,Ideal,F,VVS2,61.9,55.0,1115,4.78,4.79,2.96 +13582,1.0,Very Good,I,VS1,60.8,59.0,5557,6.39,6.44,3.9 +10971,1.14,Ideal,J,VS2,61.4,55.0,4906,6.74,6.77,4.15 +47332,0.23,Very Good,E,VVS1,61.3,59.0,530,3.93,3.97,2.42 +38803,0.31,Very Good,G,VVS1,63.1,56.0,1046,4.35,4.33,2.74 +13769,1.35,Very Good,J,SI1,61.1,61.0,5613,7.1,7.13,4.35 +21195,1.51,Very Good,I,VS1,63.0,59.0,9343,7.28,7.3,4.59 +37110,0.38,Ideal,G,SI1,61.6,56.0,969,4.68,4.63,2.86 +12504,1.09,Ideal,D,SI2,62.1,56.0,5258,6.59,6.56,4.08 +24093,1.75,Premium,E,SI2,60.9,59.0,12238,7.78,7.75,4.73 +26320,1.59,Ideal,G,VVS2,62.6,55.0,15823,7.47,7.44,4.67 +5955,1.0,Good,G,SI2,63.8,56.0,3949,6.23,6.31,4.0 +34868,0.3,Very Good,G,VVS2,63.5,54.0,878,4.26,4.25,2.7 +39782,0.36,Ideal,D,VS2,61.6,56.0,1094,4.57,4.55,2.81 +11854,1.11,Ideal,H,SI1,62.0,56.0,5102,6.65,6.61,4.11 +53236,0.72,Ideal,I,VVS1,61.3,57.0,2642,5.74,5.77,3.53 +19179,1.46,Premium,G,SI2,59.5,59.0,7931,7.34,7.29,4.35 +30891,0.42,Ideal,E,SI1,62.1,55.0,743,4.79,4.81,2.98 +38674,0.44,Premium,E,SI1,62.2,60.0,1040,4.86,4.79,3.0 +42130,0.58,Ideal,F,SI2,61.8,56.0,1279,5.42,5.39,3.34 +7814,1.01,Very Good,J,SI1,62.2,57.0,4295,6.35,6.39,3.96 +52224,0.7,Very Good,H,VS1,63.3,59.0,2484,5.62,5.66,3.57 +28570,0.3,Ideal,H,VS1,62.9,57.0,675,4.29,4.26,2.69 +33172,0.43,Very Good,G,VS1,58.4,60.0,817,4.95,4.98,2.9 +26967,2.13,Premium,F,SI2,61.5,58.0,17045,8.28,8.33,5.11 +52678,0.76,Very Good,I,VS2,63.3,57.0,2551,5.79,5.83,3.68 +28036,0.3,Ideal,F,VS1,62.0,55.0,658,4.3,4.34,2.68 +40274,0.31,Ideal,G,SI1,61.8,55.0,493,4.38,4.42,2.72 +43234,0.57,Very Good,F,SI2,63.5,56.0,1397,5.28,5.25,3.34 +29720,0.31,Good,G,VVS2,63.8,56.0,707,4.24,4.28,2.72 +23345,0.3,Ideal,G,SI2,62.1,58.0,422,4.27,4.3,2.66 +43600,0.3,Ideal,H,VS1,62.1,57.0,507,4.27,4.3,2.66 +22530,1.51,Premium,E,SI2,60.6,59.0,10570,7.47,7.41,4.51 +51607,0.7,Fair,F,SI2,65.1,52.0,2394,5.64,5.57,3.65 +22503,1.33,Ideal,G,VS1,62.0,55.0,10539,7.12,7.07,4.4 +27671,2.03,Premium,G,VS2,59.6,60.0,18680,8.27,8.21,4.91 +52498,0.71,Very Good,D,SI1,63.3,59.0,2525,5.55,5.66,3.55 +50735,0.75,Premium,H,SI2,63.0,58.0,2295,5.79,5.76,3.64 +36981,0.38,Ideal,F,VVS2,61.3,55.0,963,4.71,4.72,2.89 +51595,0.7,Good,E,VS2,63.0,61.0,2394,5.51,5.64,3.51 +31875,0.3,Good,H,VVS2,63.6,55.0,776,4.28,4.24,2.71 +8932,1.01,Ideal,F,SI2,60.5,57.0,4497,6.53,6.49,3.94 +23842,2.1,Fair,G,SI2,65.0,56.0,11923,8.09,7.98,5.21 +35233,0.58,Fair,F,I1,66.3,55.0,893,5.18,5.1,3.41 +36467,0.31,Ideal,D,VS2,62.1,55.0,942,4.32,4.31,2.68 +32758,0.34,Premium,I,VVS1,61.9,58.0,803,4.52,4.43,2.77 +53111,0.81,Premium,G,SI2,62.2,59.0,2616,5.96,5.9,3.69 +37106,0.38,Ideal,G,SI1,62.0,55.0,969,4.67,4.64,2.89 +50864,0.82,Very Good,J,SI1,62.9,57.0,2313,5.88,5.94,3.72 +9698,0.32,Premium,D,SI1,60.9,60.0,589,4.39,4.41,2.68 +23145,1.3,Premium,G,VVS1,60.5,60.0,11162,7.05,7.01,4.25 +147,0.71,Very Good,G,VS1,63.3,59.0,2768,5.52,5.61,3.52 +31576,0.36,Ideal,E,VS1,60.8,55.0,767,4.58,4.63,2.8 +9887,0.95,Premium,F,SI1,62.3,60.0,4682,6.3,6.26,3.91 +38365,0.38,Premium,D,VS2,60.8,58.0,1021,4.73,4.68,2.86 +46257,0.54,Ideal,E,VS2,60.8,57.0,1754,5.24,5.29,3.2 +24844,1.53,Very Good,G,VS2,61.6,57.0,13248,7.3,7.4,4.53 +11226,1.03,Very Good,D,SI2,63.3,58.0,4963,6.38,6.42,4.05 +6902,0.82,Very Good,E,VS2,62.8,59.0,4135,5.92,5.93,3.72 +52256,0.7,Good,G,VS2,64.3,56.0,2488,5.51,5.58,3.57 +52167,0.81,Good,G,SI2,59.2,64.0,2474,6.11,6.15,3.63 +11415,1.24,Ideal,F,SI2,60.0,56.0,5000,7.03,7.0,4.21 +398,0.3,Premium,H,SI1,60.1,55.0,554,4.41,4.38,2.64 +45679,0.52,Ideal,H,VVS1,62.4,55.0,1695,5.11,5.15,3.2 +5070,0.3,Premium,G,SI1,59.7,60.0,574,4.39,4.35,2.61 +44216,0.56,Ideal,H,SI2,60.7,56.0,1571,5.34,5.37,3.25 +42577,0.53,Good,E,SI1,57.8,57.0,1328,5.33,5.29,3.07 +46387,0.71,Very Good,J,SI2,61.1,58.0,1764,5.67,5.76,3.49 +48690,0.72,Ideal,J,VS1,62.7,57.0,2006,5.71,5.74,3.59 +7113,0.8,Ideal,D,VS2,61.0,57.0,4170,5.96,6.0,3.65 +51144,0.7,Very Good,F,SI1,60.3,57.0,2343,5.73,5.77,3.47 +44107,0.6,Very Good,H,VS2,60.8,60.0,1557,5.39,5.44,3.29 +42674,0.89,Fair,H,I1,58.8,66.0,1334,6.21,6.09,3.62 +17611,1.24,Premium,H,VS1,62.2,59.0,7092,6.83,6.9,4.27 +18830,1.5,Premium,I,SI2,62.8,57.0,7715,7.34,7.25,4.58 +21928,1.51,Good,H,VS2,64.0,59.0,10000,7.25,7.19,4.62 +39774,0.5,Premium,F,SI2,62.2,54.0,1094,5.14,5.08,3.18 +52320,0.33,Very Good,F,SI1,62.8,58.0,550,4.4,4.42,2.77 +8599,1.03,Fair,D,SI1,65.5,58.0,4441,6.18,6.13,4.03 +32784,0.31,Ideal,D,VS2,62.1,54.0,804,4.4,4.36,2.72 +45101,0.5,Ideal,H,VVS1,62.5,53.0,1648,5.09,5.12,3.19 +9005,1.14,Premium,D,SI2,62.4,58.0,4513,6.67,6.7,4.17 +8489,1.01,Premium,F,SI1,62.2,59.0,4418,6.44,6.35,3.98 +44293,0.52,Premium,G,VS2,62.0,58.0,1577,5.2,5.16,3.21 +30480,0.31,Premium,D,SI1,60.2,56.0,732,4.4,4.37,2.64 +53260,0.72,Good,F,SI1,63.4,58.0,2647,5.66,5.69,3.6 +43089,0.51,Premium,H,VS1,60.3,58.0,1381,5.16,5.19,3.12 +38430,0.38,Ideal,F,VS2,62.2,57.0,1026,4.63,4.6,2.87 +2230,0.9,Fair,H,SI1,66.8,55.0,3145,5.98,5.9,3.97 +33529,0.35,Premium,D,VS2,61.9,58.0,829,4.51,4.6,2.82 +8092,1.25,Premium,I,SI2,60.1,60.0,4340,6.99,6.95,4.19 +31860,0.3,Premium,H,VVS2,60.6,58.0,776,4.35,4.33,2.63 +10791,1.07,Very Good,G,SI1,60.5,62.0,4861,6.6,6.69,4.02 +8028,1.06,Ideal,I,SI1,62.8,56.0,4333,6.52,6.47,4.08 +15780,1.15,Ideal,G,SI1,62.0,55.0,6313,6.72,6.76,4.18 +13295,1.06,Very Good,F,SI1,59.6,60.0,5491,6.61,6.68,3.96 +37725,0.34,Premium,G,VVS2,61.2,59.0,995,4.5,4.46,2.74 +6441,1.09,Premium,J,SI1,62.3,59.0,4046,6.55,6.59,4.09 +41131,0.35,Ideal,E,IF,61.4,56.0,1197,4.53,4.56,2.79 +3065,0.73,Ideal,E,VS1,62.3,56.0,3311,5.8,5.75,3.6 +9121,1.0,Fair,G,VVS2,66.9,55.0,4534,6.2,6.17,4.14 +38172,0.34,Premium,G,IF,62.3,59.0,1014,4.46,4.49,2.79 +17487,2.01,Good,H,I1,63.9,59.0,7024,8.01,7.92,5.09 +40672,0.44,Premium,F,VS1,61.2,61.0,1155,4.88,4.83,2.97 +5570,1.04,Premium,I,SI2,62.1,59.0,3861,6.46,6.52,4.03 +25937,2.12,Premium,I,SI2,60.6,59.0,15097,8.27,8.3,5.02 +41900,0.54,Ideal,F,SI1,61.5,55.0,1260,5.23,5.28,3.23 +50072,0.51,Premium,F,VS2,61.1,58.0,2203,5.19,5.16,3.16 +20551,1.01,Ideal,G,IF,60.8,59.0,8869,6.47,6.5,3.94 +1842,0.71,Premium,E,VS2,62.2,59.0,3062,5.71,5.61,3.52 +51190,0.7,Premium,F,SI1,61.7,61.0,2348,5.7,5.67,3.51 +161,0.73,Premium,G,VS2,59.2,59.0,2770,5.92,5.87,3.49 +24002,2.1,Ideal,I,SI1,61.6,57.0,12168,8.24,8.15,5.05 +53805,0.72,Premium,E,SI1,59.5,59.0,2732,5.87,5.83,3.48 +50822,0.72,Good,E,SI2,57.9,56.0,2308,5.93,5.85,3.41 +1000,1.12,Premium,J,SI2,60.6,59.0,2898,6.68,6.61,4.03 +24520,1.54,Premium,G,VS2,60.9,59.0,12800,7.49,7.45,4.55 +22389,2.02,Ideal,I,SI2,62.2,57.0,10412,8.06,7.99,4.99 +9195,1.02,Ideal,E,SI2,61.6,56.0,4547,6.55,6.48,3.99 +50566,0.7,Very Good,F,SI1,59.1,59.0,2278,5.76,5.91,3.45 +38187,0.41,Ideal,D,SI1,61.7,54.0,1015,4.79,4.78,2.95 +38477,0.42,Ideal,D,VS2,62.2,55.0,1031,4.75,4.8,2.97 +53609,0.75,Good,E,SI2,62.3,58.0,2702,5.78,5.81,3.61 +12574,1.2,Good,I,SI1,63.5,60.7,5280,6.71,6.75,4.27 +35631,0.3,Very Good,I,VS1,62.0,58.0,473,4.25,4.3,2.65 +3484,0.9,Good,H,SI1,63.2,61.0,3398,6.12,6.03,3.84 +47791,0.71,Very Good,I,SI1,61.9,58.0,1898,5.66,5.69,3.51 +17760,1.19,Very Good,E,VS2,59.2,60.0,7152,6.93,6.95,4.11 +15567,1.03,Ideal,G,VS2,61.8,56.0,6241,6.54,6.48,4.02 +32626,0.23,Very Good,E,VVS2,61.4,55.0,458,3.92,3.99,2.43 +26969,1.71,Ideal,G,VS1,61.4,57.0,17049,7.65,7.72,4.72 +14003,1.2,Premium,I,VS2,62.6,58.0,5699,6.77,6.72,4.22 +6213,0.9,Ideal,G,SI1,61.6,57.0,4001,6.17,6.24,3.82 +50201,0.9,Good,G,I1,63.6,61.0,2226,6.03,6.07,3.85 +6916,0.9,Premium,G,VS2,60.8,56.0,4137,6.19,6.14,3.75 +48739,0.63,Ideal,D,VS2,61.5,54.0,2013,5.54,5.58,3.42 +43799,0.51,Ideal,F,VS2,62.5,55.0,1442,5.08,5.13,3.19 +33873,0.3,Ideal,E,VS2,62.0,56.0,844,4.34,4.3,2.68 +39666,0.42,Premium,G,VS2,60.1,61.0,1087,4.86,4.79,2.9 +28634,0.23,Premium,H,VS1,59.4,61.0,434,4.05,4.0,2.39 +16847,1.0,Premium,E,VS2,60.4,57.0,6720,6.49,6.46,3.91 +38780,0.31,Premium,E,VVS2,61.3,60.0,1046,4.35,4.33,2.66 +45550,0.51,Ideal,D,SI1,61.6,56.0,1687,5.12,5.1,3.15 +17310,1.05,Premium,G,VS1,61.6,58.0,6936,6.48,6.51,4.0 +31643,0.25,Premium,H,VVS1,59.8,59.0,450,4.07,4.09,2.44 +49295,0.33,Ideal,H,VS2,61.0,55.0,539,4.49,4.52,2.75 +2617,1.01,Premium,H,SI1,62.9,58.0,3224,6.38,6.34,4.0 +42801,0.53,Ideal,I,VVS2,60.9,56.0,1351,5.26,5.3,3.21 +9470,1.07,Good,J,VS2,61.7,57.7,4602,6.55,6.58,4.05 +49310,0.4,Ideal,H,SI2,62.6,55.0,540,4.7,4.72,2.95 +29891,0.3,Ideal,E,VS1,60.7,57.0,710,4.31,4.36,2.63 +18300,1.47,Very Good,H,SI2,62.6,58.0,7438,7.17,7.24,4.51 +38604,0.31,Very Good,E,VVS1,60.0,56.0,1039,4.45,4.49,2.68 +5119,1.01,Premium,I,SI2,60.5,61.0,3761,6.47,6.42,3.9 +6951,1.0,Premium,J,VS1,62.8,57.0,4144,6.39,6.35,4.0 +25630,2.01,Premium,H,SI1,60.2,58.0,14502,8.06,8.03,4.84 +22823,1.55,Very Good,E,SI1,62.4,58.0,10851,7.36,7.42,4.61 +42568,0.54,Ideal,F,SI1,61.5,55.0,1327,5.25,5.28,3.24 +49531,0.61,Good,E,VS2,60.8,59.0,2124,5.41,5.48,3.31 +20234,1.47,Very Good,H,SI1,62.9,58.0,8663,7.18,7.23,4.53 +28720,0.31,Premium,E,VS2,61.6,59.0,680,4.32,4.35,2.67 +21619,1.51,Premium,G,SI1,60.3,59.0,9710,7.39,7.44,4.47 +37356,0.4,Ideal,D,VS2,61.6,57.0,982,4.71,4.77,2.92 +40355,0.43,Premium,F,VS1,62.5,58.0,1129,4.85,4.78,3.01 +45224,0.52,Ideal,E,SI1,60.7,55.0,1656,5.23,5.22,3.18 +31049,0.42,Very Good,G,SI1,62.0,54.0,751,4.8,4.82,2.98 +40571,0.52,Very Good,G,SI2,63.1,56.0,1151,5.12,5.08,3.22 +26624,2.04,Very Good,G,SI2,59.9,58.0,16389,8.26,8.31,4.96 +28458,0.32,Very Good,G,VVS2,61.9,57.0,672,4.39,4.41,2.73 +5337,0.9,Premium,H,VS2,62.8,58.0,3810,6.17,6.13,3.86 +9643,1.1,Premium,D,SI2,62.4,58.0,4640,6.57,6.6,4.11 +21934,1.21,Very Good,F,VS1,62.3,58.0,10009,6.76,6.85,4.24 +35023,0.4,Very Good,E,SI1,63.5,55.0,882,4.71,4.67,2.98 +41415,0.47,Ideal,F,VS2,60.7,56.1,1226,5.02,5.08,3.07 +36780,0.51,Premium,J,SI1,61.7,56.0,956,5.17,5.14,3.18 +9002,0.91,Good,E,SI1,63.1,58.0,4512,6.12,6.17,3.88 +15616,1.31,Very Good,H,SI2,61.7,59.0,6263,6.96,7.01,4.31 +48076,0.71,Very Good,J,VS2,62.3,57.0,1930,5.65,5.69,3.53 +33621,0.27,Very Good,E,VS1,62.3,54.0,463,4.17,4.21,2.61 +29554,0.25,Ideal,E,VVS1,61.5,55.0,705,4.09,4.12,2.52 +18398,1.03,Ideal,E,VS1,59.5,57.0,7477,6.6,6.62,3.93 +18561,1.0,Very Good,D,VS1,61.2,62.0,7567,6.35,6.39,3.9 +46143,0.56,Very Good,D,SI1,63.0,58.0,1746,5.21,5.24,3.29 +3386,0.31,Very Good,G,SI2,61.8,59.0,408,4.3,4.34,2.67 +52024,0.57,Ideal,E,VVS2,61.5,56.0,2447,5.31,5.35,3.28 +12219,1.0,Premium,F,SI1,62.3,59.0,5197,6.37,6.43,3.99 +30036,0.39,Good,F,SI1,63.6,58.0,718,4.6,4.65,2.94 +43385,0.5,Ideal,E,SI1,60.1,57.0,1410,5.14,5.27,3.13 +2630,0.65,Ideal,D,VVS2,61.4,60.0,3228,5.54,5.57,3.41 +3814,0.55,Ideal,D,VVS2,60.8,56.0,3468,5.29,5.32,3.23 +50489,0.7,Premium,F,SI1,62.5,62.0,2268,5.63,5.57,3.5 +43302,0.52,Fair,I,VVS2,60.4,66.0,1401,5.26,5.2,3.16 +18072,1.23,Ideal,I,VVS2,62.0,55.0,7299,6.86,6.89,4.26 +39051,0.55,Ideal,H,SI2,62.2,54.0,1057,5.28,5.3,3.29 +41944,0.28,Very Good,H,VVS1,61.5,58.0,504,4.17,4.22,2.58 +8566,0.9,Very Good,G,SI1,62.2,58.0,4435,6.15,6.2,3.84 +17730,0.35,Very Good,H,VS1,62.6,58.0,614,4.49,4.52,2.82 +10780,0.9,Very Good,E,VS2,62.7,56.0,4858,6.13,6.21,3.87 +28014,0.3,Ideal,E,VS2,61.8,56.0,658,4.3,4.34,2.67 +42823,0.52,Ideal,G,SI1,60.4,57.0,1354,5.23,5.27,3.17 +40623,0.41,Ideal,E,VS1,62.0,54.0,1153,4.79,4.76,2.96 +24351,1.53,Ideal,F,SI1,61.5,56.0,12616,7.38,7.42,4.56 +44781,0.52,Premium,E,VS2,60.6,58.0,1622,5.23,5.2,3.16 +47962,0.51,Ideal,G,VVS1,62.7,54.0,1919,5.1,5.14,3.21 +48451,0.55,Very Good,D,VS2,58.5,58.4,1975,5.39,5.42,3.16 +26990,2.01,Ideal,F,SI2,62.2,56.0,17078,8.05,8.08,5.02 +2097,0.76,Ideal,G,VS2,61.7,55.0,3114,5.86,5.91,3.63 +11273,1.01,Fair,E,VS2,64.8,59.0,4972,6.34,6.26,4.08 +24756,2.01,Very Good,J,VS2,61.1,59.0,13109,8.04,8.07,4.92 +12269,1.24,Premium,I,SI1,62.9,60.0,5208,6.8,6.74,4.26 +23719,0.25,Very Good,F,VVS2,62.8,54.0,633,4.0,4.03,2.52 +19229,1.05,Ideal,D,VS2,61.7,59.0,7965,6.5,6.53,4.02 +1401,0.32,Ideal,G,VS1,61.8,55.0,559,4.42,4.45,2.74 +16708,0.3,Good,H,SI1,63.4,58.0,421,4.26,4.29,2.71 +45492,0.56,Very Good,F,SI1,60.0,57.0,1679,5.41,5.38,3.24 +19442,1.06,Ideal,G,VS1,61.7,55.0,8093,6.53,6.56,4.04 +22190,1.53,Premium,H,VS2,59.8,58.0,10224,7.49,7.52,4.49 +50902,0.54,Very Good,D,VVS2,62.1,55.0,2318,5.21,5.26,3.25 +50167,0.54,Ideal,F,VVS2,61.4,56.0,2218,5.27,5.29,3.24 +3634,0.71,Ideal,G,VS1,61.5,55.0,3431,5.72,5.77,3.54 +26121,1.54,Ideal,G,VS2,60.8,57.0,15395,7.44,7.46,4.53 +4068,0.31,Ideal,D,SI1,61.9,57.0,571,4.33,4.36,2.69 +51655,0.26,Ideal,H,VVS1,62.2,55.0,545,4.09,4.11,2.55 +17669,1.06,Premium,E,VS2,61.4,60.0,7123,6.57,6.53,4.02 +7415,1.02,Ideal,H,SI2,60.5,60.0,4225,6.56,6.53,3.96 +27256,2.02,Very Good,H,SI1,63.4,60.0,17672,7.96,8.04,5.07 +29798,0.3,Ideal,D,SI1,61.0,57.0,709,4.33,4.29,2.63 +14143,1.22,Premium,G,SI2,60.5,58.0,5739,6.96,6.92,4.2 +6976,1.02,Premium,F,SI2,62.7,59.0,4151,6.38,6.45,4.02 +40455,0.32,Ideal,E,VVS1,61.5,56.0,1140,4.43,4.45,2.73 +13773,1.16,Ideal,D,SI2,62.5,56.0,5615,6.7,6.8,4.23 +5152,1.0,Fair,D,SI2,65.6,66.0,3767,6.1,6.01,3.97 +30847,0.33,Ideal,H,VS1,62.0,55.0,743,4.46,4.44,2.76 +33905,0.3,Premium,E,VS2,62.1,59.0,844,4.29,4.27,2.66 +27331,2.02,Ideal,H,SI1,61.7,57.0,17882,8.14,8.08,5.0 +38626,0.31,Ideal,H,VS2,62.2,53.0,489,4.38,4.43,2.74 +973,0.7,Very Good,H,VVS1,59.2,60.0,2893,5.87,5.78,3.45 +18222,1.22,Premium,E,SI1,62.3,59.0,7395,6.8,6.74,4.22 +14049,0.32,Ideal,I,VS1,62.1,57.0,605,4.42,4.37,2.73 +27278,2.12,Ideal,F,SI2,62.3,57.0,17730,8.19,8.22,5.11 +26633,1.51,Very Good,F,VS1,60.0,60.0,16402,7.39,7.42,4.44 +27682,2.22,Premium,J,VS1,60.0,60.0,18706,8.49,8.43,5.08 +25436,2.35,Premium,I,SI1,61.8,58.0,14185,8.58,8.44,5.26 +52278,0.72,Premium,F,SI1,60.1,59.0,2492,5.83,5.81,3.5 +15352,1.0,Good,D,VS2,65.7,55.0,6163,6.17,6.22,4.07 +21762,1.5,Good,I,VS1,57.9,60.0,9828,7.48,7.44,4.32 +13786,1.12,Premium,E,SI2,61.1,58.0,5620,6.73,6.69,4.1 +30962,0.46,Ideal,J,VS2,61.4,56.0,746,4.96,5.0,3.06 +21076,1.64,Ideal,J,VS2,62.4,54.5,9251,7.53,7.57,4.71 +51802,0.7,Very Good,H,VS2,63.4,60.0,2415,5.61,5.59,3.55 +49535,0.59,Ideal,G,VVS2,62.7,56.0,2125,5.33,5.36,3.35 +41479,0.56,Premium,J,VS2,60.9,60.0,1232,5.33,5.27,3.23 +3289,0.91,Premium,H,SI2,62.9,59.0,3363,6.15,6.12,3.86 +51382,0.7,Good,G,VS2,62.1,61.0,2367,5.68,5.69,3.53 +23266,1.57,Premium,H,VS1,59.8,60.0,11272,7.63,7.56,4.54 +45733,0.56,Ideal,E,VS2,62.8,57.0,1699,5.21,5.23,3.28 +32667,0.31,Ideal,G,VS1,61.0,55.0,802,4.43,4.39,2.69 +52541,0.71,Ideal,D,SI1,61.2,53.0,2531,5.8,5.76,3.54 +52440,0.71,Ideal,G,SI1,62.1,54.0,2513,5.72,5.77,3.57 +32127,0.41,Premium,J,VS2,61.9,59.0,784,4.74,4.69,2.92 +16386,1.23,Very Good,H,SI1,62.3,58.0,6542,6.79,6.83,4.24 +48143,0.6,Good,F,VS2,58.8,60.7,1940,5.52,5.55,3.25 +31299,0.32,Ideal,D,VS2,61.7,54.0,758,4.38,4.43,2.72 +26684,0.33,Ideal,E,SI2,62.2,54.0,427,4.44,4.46,2.77 +49249,0.77,Very Good,J,SI1,61.0,59.0,2086,5.94,5.99,3.64 +35602,0.31,Premium,H,VVS1,62.1,58.0,907,4.36,4.33,2.7 +51479,0.54,Ideal,D,VS1,61.3,56.0,2378,5.3,5.27,3.24 +51627,1.21,Fair,I,I1,65.0,58.0,2396,6.65,6.59,4.3 +43718,0.51,Very Good,D,SI1,59.1,63.0,1437,5.27,5.15,3.08 +42040,0.53,Ideal,H,SI1,61.0,56.0,1268,5.23,5.26,3.2 +13571,1.0,Ideal,E,SI1,61.7,57.0,5555,6.39,6.42,3.95 +25424,1.51,Premium,F,VS2,62.0,60.0,14165,7.23,7.35,4.52 +27982,0.3,Ideal,E,VS2,61.6,56.0,658,4.27,4.3,2.64 +26270,2.46,Ideal,G,SI2,63.0,56.0,15745,8.6,8.52,5.44 +46003,0.57,Ideal,G,VS2,61.0,55.0,1725,5.38,5.4,3.29 +2261,0.8,Ideal,H,VS2,60.6,56.0,3153,6.03,6.08,3.67 +36388,0.43,Ideal,G,VS1,61.2,57.0,941,4.88,4.83,2.97 +51133,0.78,Premium,F,SI2,60.6,57.0,2340,5.98,5.94,3.61 +45064,0.57,Ideal,G,VS2,60.2,59.0,1642,5.38,5.42,3.25 +27781,0.32,Premium,H,VS2,62.4,58.0,648,4.36,4.33,2.71 +48110,0.5,Ideal,G,VVS2,62.3,56.0,1935,5.09,5.05,3.16 +47649,0.23,Ideal,F,VVS2,60.3,57.0,530,3.99,4.03,2.42 +1558,0.81,Ideal,F,SI1,61.8,55.0,3004,6.04,6.0,3.72 +42658,0.5,Very Good,F,VS2,60.6,59.0,1333,5.03,5.13,3.08 +1459,0.72,Ideal,H,VVS1,59.9,59.0,2979,5.76,5.82,3.47 +46854,0.51,Good,E,VS2,57.6,62.0,1812,5.33,5.3,3.06 +5699,1.0,Fair,E,SI2,56.9,63.0,3889,6.54,6.49,3.71 +44969,0.5,Very Good,G,VS1,62.7,59.0,1637,5.04,5.07,3.17 +39307,0.7,Fair,G,I1,60.4,58.0,1069,5.74,5.68,3.45 +33436,0.32,Ideal,G,VS1,62.1,55.0,828,4.42,4.4,2.74 +29826,0.31,Very Good,G,VVS1,63.0,56.0,710,4.26,4.28,2.69 +39962,0.63,Very Good,G,SI2,63.3,59.0,1105,5.51,5.31,3.45 +26273,2.07,Very Good,I,SI1,63.1,59.0,15751,8.11,8.02,5.09 +47491,0.56,Premium,E,VS2,61.1,57.0,1864,5.38,5.33,3.27 +49823,0.61,Ideal,G,VS1,62.1,56.0,2167,5.42,5.44,3.37 +5033,0.63,Ideal,F,IF,60.9,57.0,3749,5.53,5.57,3.38 +2558,0.73,Ideal,G,VS1,60.8,56.4,3209,5.81,5.86,3.55 +5134,1.0,Premium,I,VS1,60.3,62.0,3763,6.46,6.41,3.88 +49344,0.71,Good,H,SI1,63.5,57.0,2096,5.64,5.67,3.59 +53622,0.35,Premium,I,VS1,61.1,60.0,552,4.52,4.58,2.78 +23670,1.24,Very Good,F,VVS1,62.7,61.0,11716,6.75,6.84,4.26 +18536,1.51,Premium,J,VS2,59.6,60.0,7553,7.58,7.48,4.49 +21777,1.7,Very Good,I,SI1,61.8,58.0,9845,7.55,7.66,4.7 +36725,0.32,Ideal,E,VVS1,61.7,55.0,954,4.39,4.42,2.72 +45974,0.3,Premium,E,SI1,62.5,60.0,526,4.24,4.27,2.66 +9281,1.09,Ideal,J,SI1,61.4,55.0,4565,6.61,6.67,4.08 +29780,0.3,Good,I,VVS1,63.8,56.0,709,4.26,4.23,2.71 +41449,0.4,Ideal,G,IF,61.8,55.0,1229,4.76,4.79,2.95 +51043,0.7,Good,H,VS2,64.2,58.0,2330,5.58,5.61,3.59 +34469,0.41,Very Good,E,VS2,59.7,58.0,866,4.79,4.82,2.87 +22858,1.61,Very Good,E,SI2,63.0,59.9,10891,7.42,7.45,4.68 +35474,0.39,Ideal,G,VVS2,61.9,56.0,902,4.68,4.7,2.9 +51259,0.97,Fair,I,I1,67.3,55.0,2357,6.08,6.02,4.07 +43859,0.71,Very Good,F,I1,63.2,55.0,1448,5.64,5.57,3.54 +53480,0.71,Ideal,I,VS2,62.2,55.0,2681,5.71,5.73,3.56 +521,0.82,Premium,E,SI2,60.8,60.0,2824,6.05,6.03,3.67 +1084,0.7,Premium,D,VS2,60.9,57.0,2909,5.71,5.69,3.47 +31116,0.33,Ideal,G,VVS2,62.0,53.5,754,4.44,4.48,2.76 +12683,1.27,Ideal,F,SI2,62.0,55.0,5308,6.9,6.95,4.3 +16481,1.1,Ideal,H,VS1,62.3,55.0,6586,6.57,6.61,4.1 +13822,1.01,Premium,G,VS1,59.3,59.0,5632,6.49,6.52,3.86 +37596,0.23,Very Good,E,VVS2,63.8,57.0,485,3.88,3.9,2.48 +38394,0.42,Ideal,E,VS2,62.1,56.0,1024,4.8,4.77,2.97 +9674,1.01,Fair,G,SI1,60.4,62.0,4646,6.31,6.34,3.82 +52068,0.71,Very Good,G,VS2,63.5,57.0,2454,5.61,5.64,3.57 +24584,1.42,Very Good,G,VVS2,62.6,60.0,12891,7.14,7.17,4.48 +28795,0.27,Very Good,F,VVS2,61.8,57.0,682,4.15,4.17,2.57 +42803,0.49,Premium,E,VS2,58.8,59.0,1351,5.2,5.14,3.04 +2354,0.7,Very Good,E,SI1,63.9,57.0,3173,5.55,5.66,3.58 +25363,0.28,Very Good,F,VVS1,61.4,60.0,642,4.19,4.22,2.58 +34638,0.31,Premium,E,VS2,60.0,59.0,872,4.39,4.35,2.62 +10915,1.01,Very Good,G,SI1,63.0,57.0,4890,6.28,6.35,3.98 +21012,1.17,Ideal,G,VVS2,60.6,56.0,9225,6.87,6.84,4.15 +35353,0.42,Ideal,E,SI2,62.4,55.0,898,4.81,4.77,2.99 +25683,0.3,Very Good,F,VS2,63.2,59.0,642,4.27,4.24,2.69 +25603,1.65,Ideal,G,VS2,60.8,56.0,14456,7.65,7.7,4.67 +5425,0.92,Very Good,D,SI2,63.3,59.0,3823,6.18,6.12,3.89 +49021,0.71,Ideal,J,VS2,62.0,56.0,2052,5.7,5.75,3.55 +15654,1.54,Premium,I,SI2,61.5,61.0,6278,7.41,7.31,4.53 +50984,0.31,Premium,G,VS2,61.7,58.0,544,4.32,4.34,2.67 +43038,0.52,Ideal,H,VS2,61.6,55.0,1374,5.17,5.19,3.19 +5949,0.97,Premium,I,VS2,62.2,56.0,3948,6.34,6.29,3.94 +34608,0.27,Ideal,F,VS2,60.3,56.0,470,4.21,4.25,2.55 +13511,1.06,Premium,G,VS2,62.5,58.0,5543,6.52,6.47,4.06 +28836,0.41,Premium,D,SI2,62.0,58.0,683,4.74,4.78,2.95 +27036,0.32,Premium,H,VVS2,62.3,58.0,645,4.33,4.37,2.71 +2032,0.72,Ideal,F,VS1,62.4,55.0,3105,5.78,5.75,3.6 +51929,0.96,Fair,G,SI2,72.2,56.0,2438,6.01,5.81,4.28 +17114,1.23,Very Good,I,VS2,61.2,59.0,6826,6.84,6.81,4.18 +48691,0.71,Premium,H,SI1,61.0,58.0,2006,5.73,5.77,3.51 +17820,1.35,Fair,I,VS2,61.6,62.0,7182,7.15,7.1,4.39 +5341,0.78,Ideal,D,VS2,61.9,56.0,3811,5.89,5.91,3.65 +33945,0.31,Ideal,H,SI1,61.3,56.0,464,4.36,4.39,2.68 +23312,1.5,Very Good,D,SI1,63.4,58.0,11352,7.16,7.25,4.57 +10979,1.01,Ideal,H,VS2,62.1,54.0,4909,6.5,6.44,4.02 +42294,0.32,Very Good,I,VS1,62.6,58.0,505,4.38,4.4,2.75 +3377,0.3,Ideal,H,SI2,60.0,56.0,408,4.41,4.43,2.65 +19187,1.21,Ideal,I,VVS2,61.3,56.0,7938,6.83,6.87,4.2 +10212,1.08,Good,E,SI2,63.7,57.0,4742,6.54,6.49,4.15 +24320,2.03,Ideal,G,SI2,62.2,57.0,12573,8.09,8.06,5.03 +47861,0.64,Very Good,D,SI1,63.7,54.0,1910,5.47,5.52,3.5 +1427,0.7,Ideal,G,VS1,61.7,56.0,2972,5.64,5.71,3.5 +14290,1.01,Fair,F,VS2,65.1,59.0,5784,6.17,6.21,4.03 +49183,0.72,Ideal,F,SI2,61.6,57.0,2074,5.75,5.68,3.52 +45269,0.54,Premium,D,SI1,60.4,60.0,1662,5.22,5.24,3.16 +17750,1.0,Very Good,D,VS2,61.5,63.0,7146,6.35,6.31,3.89 +37744,0.5,Premium,D,SI2,62.9,58.0,997,5.06,5.01,3.17 +2557,0.9,Very Good,I,VS2,62.5,57.0,3209,6.12,6.2,3.85 +30579,0.31,Ideal,D,VS2,62.1,55.0,734,4.31,4.32,2.68 +42006,0.59,Premium,H,SI1,62.9,60.0,1265,5.34,5.24,3.33 +32737,0.31,Ideal,F,VS2,62.6,57.0,802,4.33,4.27,2.69 +4512,1.06,Fair,G,SI2,65.3,62.0,3633,6.33,6.25,4.11 +7734,0.3,Ideal,H,VVS2,61.5,56.0,581,4.34,4.38,2.68 +52100,0.74,Ideal,I,VS2,61.5,57.0,2459,5.81,5.86,3.59 +46294,0.3,Ideal,E,SI1,61.9,57.0,526,4.29,4.33,2.67 +11131,1.01,Premium,D,SI2,61.0,62.0,4939,6.43,6.39,3.91 +50844,0.7,Very Good,E,SI2,63.5,54.0,2310,5.69,5.64,3.6 +4576,0.92,Good,E,SI1,63.3,57.0,3649,6.17,6.22,3.92 +2867,1.01,Very Good,G,SI2,63.2,58.0,3275,6.42,6.35,4.04 +50028,0.73,Premium,I,VS1,61.8,62.0,2197,5.78,5.72,3.55 +33994,0.42,Ideal,G,VS2,61.7,57.0,847,4.8,4.83,2.97 +29777,0.3,Premium,I,VVS1,62.8,59.0,709,4.29,4.24,2.68 +23450,1.59,Premium,H,VS2,62.1,58.0,11437,7.48,7.42,4.63 +15454,1.3,Premium,I,SI1,58.1,59.0,6188,7.19,7.16,4.17 +41061,0.5,Good,D,SI1,57.2,60.0,1190,5.25,5.2,2.99 +44822,0.5,Premium,G,VS1,62.5,60.0,1624,5.06,5.08,3.17 +48581,0.54,Premium,D,VS2,60.9,58.0,1993,5.31,5.27,3.22 +13124,1.01,Premium,E,VS2,62.3,59.0,5430,6.38,6.33,3.96 +41042,0.41,Ideal,E,VVS2,61.8,57.0,1187,4.75,4.8,2.95 +1399,0.24,Ideal,G,IF,61.3,57.0,559,4.0,4.03,2.46 +18839,1.5,Very Good,I,SI1,61.4,62.0,7722,7.26,7.33,4.48 +11550,1.07,Premium,H,SI1,60.0,60.0,5031,6.61,6.65,3.98 +41833,0.62,Premium,G,SI1,59.3,58.0,1253,5.6,5.56,3.31 +3974,0.9,Good,E,SI1,63.8,56.0,3510,6.09,6.17,3.91 +43770,0.54,Very Good,H,VS2,63.2,55.0,1439,5.24,5.2,3.3 +49478,0.54,Very Good,F,VVS2,63.2,54.0,2115,5.2,5.18,3.28 +18545,1.5,Fair,E,SI2,69.6,62.0,7560,6.88,6.79,4.76 +6484,1.24,Fair,G,SI2,65.7,57.0,4058,6.72,6.68,4.4 +36598,0.36,Ideal,H,IF,61.9,57.0,947,4.55,4.6,2.83 +46142,0.57,Premium,F,SI2,60.7,59.0,1746,5.38,5.33,3.25 +42370,0.56,Premium,G,SI1,62.4,58.0,1304,5.23,5.29,3.28 +7509,1.05,Good,G,SI2,63.2,54.0,4241,6.49,6.52,4.11 +3726,0.36,Ideal,I,VS1,62.1,56.0,568,4.55,4.59,2.84 +41590,0.32,Very Good,J,SI1,62.3,57.0,389,4.33,4.44,2.73 +19717,1.53,Ideal,H,SI1,61.9,58.0,8289,7.38,7.42,4.58 +31623,0.3,Ideal,H,SI1,61.9,57.0,450,4.3,4.32,2.67 +7079,0.33,Premium,H,VS1,62.1,59.0,579,4.43,4.46,2.76 +11397,0.34,Very Good,E,SI1,59.6,57.0,596,4.52,4.61,2.72 +19281,1.06,Premium,G,VVS2,59.6,58.0,8003,6.61,6.65,3.95 +49752,0.56,Ideal,H,IF,60.4,57.0,2157,5.35,5.39,3.24 +31602,0.2,Premium,D,VS2,61.7,60.0,367,3.77,3.72,2.31 +25811,1.8,Ideal,F,SI1,61.9,56.0,14814,7.78,7.87,4.84 +20113,1.25,Very Good,G,VS1,62.7,56.0,8580,6.81,6.93,4.31 +3858,0.72,Ideal,G,VS1,61.4,56.0,3478,5.75,5.79,3.55 +15772,1.56,Premium,J,SI2,61.4,58.0,6306,7.38,7.43,4.55 +5084,0.9,Very Good,G,SI1,63.8,57.0,3752,6.04,6.13,3.88 +45175,0.53,Ideal,F,VS2,61.2,56.0,1655,5.22,5.25,3.2 +24958,2.08,Premium,F,SI2,62.0,60.0,13437,8.15,8.1,5.04 +12001,1.01,Good,D,SI1,63.9,61.0,5147,6.31,6.28,4.02 +41911,0.47,Ideal,E,VS2,61.7,56.0,1261,5.01,4.98,3.08 +44092,0.57,Ideal,H,VS1,61.3,56.0,1554,5.36,5.38,3.29 +40801,0.43,Ideal,F,VVS2,61.9,56.0,1169,4.82,4.84,2.99 +26489,2.01,Good,F,SI2,64.1,57.0,16085,7.78,7.82,5.0 +26185,1.51,Ideal,G,VVS2,62.1,58.0,15529,7.34,7.31,4.54 +23502,1.52,Ideal,G,SI1,63.0,55.0,11510,7.31,7.38,4.63 +32396,0.31,Ideal,E,VVS2,62.4,53.0,791,4.33,4.35,2.71 +47628,0.51,Ideal,D,VS2,61.2,55.0,1882,5.18,5.16,3.16 +27762,0.32,Ideal,H,VS2,61.3,55.0,648,4.44,4.4,2.71 +16104,1.01,Very Good,F,VS1,59.4,58.0,6439,6.46,6.54,3.86 +20092,1.5,Premium,J,VVS1,62.3,62.0,8568,7.23,7.16,4.48 +28217,0.4,Very Good,H,SI1,62.9,56.0,666,4.65,4.7,2.94 +17589,1.14,Premium,G,VS2,61.4,60.0,7079,6.71,6.68,4.11 +25576,1.72,Premium,H,VS1,59.3,59.0,14414,7.86,7.82,4.65 +42651,0.4,Premium,G,IF,59.8,58.0,1333,4.79,4.85,2.88 +27518,3.01,Good,I,SI2,63.9,60.0,18242,9.06,9.01,5.77 +28563,0.3,Premium,H,VS1,60.4,61.0,675,4.31,4.27,2.59 +28309,0.3,Very Good,H,SI1,62.9,58.0,432,4.24,4.28,2.68 +15683,0.9,Very Good,E,VVS2,62.2,60.0,6289,6.04,6.12,3.78 +45093,0.56,Premium,F,SI1,61.0,58.0,1646,5.36,5.33,3.26 +10718,0.31,Ideal,D,SI2,62.8,53.0,593,4.37,4.35,2.74 +30766,0.25,Premium,E,VVS1,62.9,59.0,740,4.02,3.99,2.52 +6186,0.91,Good,F,SI1,64.4,60.0,3994,6.05,6.1,3.91 +46823,0.96,Fair,H,I1,60.1,62.0,1808,6.21,6.0,3.68 +22551,1.51,Ideal,E,SI2,61.9,56.0,10588,7.31,7.36,4.54 +49904,0.61,Very Good,E,SI1,63.9,54.0,2179,5.38,5.42,3.45 +17766,1.64,Good,G,SI2,63.8,58.0,7154,7.45,7.41,4.74 +11676,1.0,Premium,F,SI1,59.8,59.0,5058,6.49,6.55,3.9 +27817,0.34,Ideal,G,SI1,61.2,57.0,650,4.56,4.53,2.78 +19974,1.52,Premium,I,SI1,61.2,60.0,8521,7.41,7.36,4.52 +2266,0.7,Very Good,E,VS1,63.6,57.0,3154,5.61,5.65,3.58 +12622,1.0,Premium,G,SI1,62.7,59.0,5292,6.36,6.31,3.97 +47799,0.58,Ideal,F,VS1,62.2,55.0,1899,5.34,5.37,3.33 +51638,0.31,Good,H,VS1,63.1,57.0,544,4.31,4.34,2.73 +27709,0.32,Ideal,H,VS2,62.5,55.0,648,4.42,4.38,2.75 +2605,0.72,Ideal,D,VS2,62.7,56.0,3219,5.71,5.78,3.6 +44414,0.52,Ideal,G,VS2,61.9,55.0,1586,5.15,5.19,3.2 +23162,1.54,Premium,H,VS2,61.0,60.0,11177,7.46,7.42,4.54 +3699,0.9,Very Good,E,SI2,64.2,54.0,3449,6.08,6.11,3.91 +10167,1.03,Premium,E,SI2,61.8,56.0,4730,6.5,6.47,4.01 +18147,1.02,Premium,F,VS1,61.9,58.0,7351,6.45,6.5,4.01 +15153,1.37,Ideal,J,SI2,62.2,55.0,6091,7.07,7.11,4.41 +34542,0.4,Ideal,G,VS1,61.8,57.0,868,4.73,4.75,2.93 +6870,1.07,Ideal,F,SI2,61.2,57.0,4128,6.62,6.59,4.04 +30184,0.31,Ideal,E,VS1,61.6,55.0,722,4.39,4.41,2.71 +46927,0.52,Ideal,G,VS1,62.7,57.0,1815,5.15,5.12,3.22 +40425,0.43,Ideal,E,VVS2,60.8,57.0,1135,4.9,4.87,2.97 +35652,0.31,Premium,G,VVS2,61.5,58.0,907,4.34,4.31,2.66 +50343,0.58,Good,E,VVS1,61.9,63.0,2243,5.27,5.33,3.28 +5177,0.83,Very Good,I,VVS1,61.8,56.0,3774,6.0,6.03,3.72 +30564,0.31,Ideal,E,VS1,61.6,57.0,734,4.32,4.35,2.67 +28483,0.32,Very Good,E,SI1,63.3,55.0,672,4.36,4.33,2.75 +30466,0.31,Premium,D,SI1,61.1,57.0,732,4.36,4.35,2.66 +5689,1.01,Very Good,H,SI2,60.6,61.0,3888,6.38,6.45,3.89 +50662,0.31,Good,E,SI1,63.2,59.0,544,4.28,4.33,2.72 +37506,0.46,Fair,F,SI1,66.3,56.0,984,4.86,4.79,3.2 +26450,1.53,Ideal,G,VVS1,61.8,55.0,15992,7.43,7.45,4.59 +15412,1.23,Premium,E,SI2,62.4,60.0,6172,6.82,6.78,4.24 +37841,0.33,Ideal,D,VS2,62.5,56.0,1002,4.46,4.43,2.78 +31537,0.31,Ideal,E,VVS2,61.7,56.0,766,4.37,4.38,2.7 +52168,0.7,Very Good,H,SI1,58.5,65.0,2475,5.81,5.84,3.41 +17955,1.02,Very Good,D,VS2,62.9,60.0,7257,6.37,6.42,4.02 +23883,2.0,Premium,H,SI2,62.8,57.0,11975,8.05,8.01,5.04 +10587,1.01,Good,D,SI1,64.1,60.0,4821,6.27,6.3,4.03 +29718,0.31,Ideal,G,VVS2,62.4,56.0,707,4.33,4.36,2.71 +21841,1.7,Premium,J,VS2,61.0,59.0,9901,7.66,7.62,4.66 +5403,1.01,Premium,I,SI2,62.6,55.0,3818,6.43,6.38,4.01 +26713,0.32,Ideal,F,VS2,61.5,56.0,645,4.4,4.42,2.71 +34821,0.3,Premium,H,VVS1,62.7,59.0,878,4.32,4.29,2.7 +22083,1.64,Good,I,SI1,57.9,61.0,10102,7.78,7.74,4.49 +9714,0.38,Very Good,E,SI2,62.5,61.0,590,4.59,4.63,2.88 +31162,0.41,Good,F,SI1,63.9,56.0,755,4.68,4.74,3.01 +47890,0.52,Very Good,G,VVS1,60.9,56.0,1913,5.18,5.24,3.17 +51471,0.84,Ideal,J,VS2,60.7,56.0,2376,6.17,6.12,3.73 +36089,0.44,Premium,I,VVS1,61.5,58.0,926,4.87,4.95,3.02 +5072,0.95,Good,F,SI2,59.7,57.0,3750,6.41,6.45,3.84 +30473,0.31,Ideal,I,VVS1,62.1,56.0,732,4.38,4.35,2.71 +19627,1.02,Ideal,E,VS1,60.1,57.0,8244,6.59,6.52,3.94 +28535,0.42,Fair,D,SI1,64.7,61.0,675,4.7,4.73,3.05 +6701,0.35,Good,J,SI1,63.3,56.0,409,4.5,4.53,2.86 +37245,0.43,Very Good,G,VVS2,60.2,56.0,976,4.95,4.97,2.99 +19554,1.11,Very Good,G,SI1,60.7,59.0,8184,6.6,6.65,4.02 +4779,1.03,Ideal,H,SI2,60.5,57.0,3692,6.58,6.52,3.96 +37358,0.4,Very Good,G,VVS2,62.5,60.0,982,4.65,4.7,2.92 +20472,1.04,Premium,G,IF,60.7,58.0,8813,6.65,6.52,4.0 +19218,2.01,Good,H,I1,61.7,63.0,7959,7.91,7.94,4.89 +14918,1.13,Premium,H,VS1,58.9,58.0,6005,6.81,6.78,4.0 +51690,0.7,Very Good,H,VS1,60.3,63.0,2399,5.77,5.73,3.47 +3114,0.92,Ideal,I,SI1,61.8,57.0,3323,6.27,6.25,3.87 +21659,1.22,Ideal,F,VS1,62.6,55.0,9756,6.86,6.82,4.28 +49244,0.71,Ideal,J,VS1,62.3,55.0,2085,5.7,5.73,3.56 +7792,0.71,Good,D,VS2,63.6,54.0,4289,5.7,5.75,3.64 +31317,0.32,Ideal,D,VS2,61.7,57.0,758,4.36,4.39,2.7 +40254,0.64,Ideal,H,SI2,60.8,56.0,1125,5.57,5.61,3.4 +23258,1.51,Premium,H,VS1,61.0,60.0,11263,7.34,7.29,4.46 +19177,1.51,Good,H,SI2,62.8,60.0,7929,7.22,7.26,4.55 +3749,0.23,Premium,F,VVS2,61.3,59.0,571,3.99,3.94,2.43 +855,0.72,Ideal,F,SI1,61.5,56.0,2870,5.72,5.79,3.54 +9114,0.93,Very Good,E,SI1,63.1,57.0,4531,6.19,6.17,3.9 +7612,0.9,Premium,E,SI1,62.2,59.0,4259,6.21,6.16,3.88 +32358,0.3,Good,G,VVS1,63.1,56.0,789,4.25,4.28,2.69 +12512,1.01,Premium,H,VS2,61.9,57.0,5260,6.42,6.35,3.95 +7158,1.01,Good,E,SI1,64.3,59.0,4181,6.31,6.28,4.05 +39400,0.41,Ideal,G,VVS2,61.1,55.0,1076,4.83,4.8,2.94 +53877,0.7,Ideal,E,SI1,61.7,55.0,2745,5.71,5.74,3.53 +32188,0.41,Ideal,G,SI1,61.2,56.0,788,4.8,4.84,2.95 +27789,0.37,Ideal,E,SI1,62.7,54.0,649,4.55,4.6,2.87 +12674,0.9,Very Good,E,VS2,62.5,58.0,5305,6.14,6.18,3.85 +39288,0.3,Ideal,H,VS2,61.8,58.0,491,4.26,4.28,2.64 +17376,0.34,Premium,I,VS2,61.8,58.0,612,4.51,4.48,2.78 +22106,1.07,Ideal,E,VVS2,62.3,56.0,10133,6.51,6.61,4.09 +435,0.74,Premium,G,VS1,61.7,58.0,2815,5.79,5.81,3.58 +6205,1.19,Premium,H,SI2,61.5,58.0,3998,6.88,6.78,4.2 +42100,0.44,Ideal,E,VVS2,60.9,57.0,1274,4.9,4.95,3.0 +37806,0.41,Ideal,F,VVS1,61.3,56.0,1001,4.8,4.82,2.95 +33692,0.34,Ideal,E,VVS2,60.9,56.0,838,4.52,4.54,2.76 +42434,0.46,Premium,G,VVS2,61.3,60.0,1314,4.94,5.01,3.05 +51020,0.71,Fair,F,SI2,60.1,68.0,2327,5.8,5.72,3.46 +50473,0.71,Ideal,G,SI2,62.3,56.0,2266,5.68,5.72,3.55 +2936,0.77,Premium,E,VS2,60.5,59.0,3291,5.92,5.98,3.6 +11274,1.11,Very Good,H,SI2,63.2,58.0,4973,6.64,6.53,4.16 +14189,0.9,Very Good,D,VS1,63.0,56.0,5757,6.13,6.18,3.88 +23998,1.56,Premium,E,VS2,61.5,58.0,12156,7.47,7.43,4.58 +45144,0.5,Ideal,F,VS2,61.6,53.0,1654,5.13,5.09,3.15 +22167,1.57,Ideal,I,VS1,62.3,57.0,10209,7.44,7.48,4.65 +19109,1.54,Very Good,E,SI2,59.0,62.0,7877,7.56,7.59,4.47 +47319,0.23,Very Good,E,VVS2,60.0,56.0,530,4.03,4.07,2.43 +44841,0.52,Ideal,H,VVS1,61.7,56.0,1625,5.17,5.2,3.19 +40464,0.32,Ideal,D,VVS1,61.5,57.0,1140,4.45,4.43,2.73 +24728,1.51,Very Good,G,VS2,64.0,56.0,13068,7.22,7.3,4.65 +23069,1.55,Premium,D,SI2,62.0,58.0,11103,7.44,7.39,4.6 +32668,0.31,Premium,G,VS1,61.2,60.0,802,4.39,4.37,2.68 +4625,1.19,Ideal,H,I1,61.5,57.0,3665,6.79,6.83,4.19 +32789,0.32,Ideal,D,VVS2,60.3,58.0,804,4.43,4.46,2.68 +3502,0.74,Premium,E,VS1,61.1,58.0,3401,5.84,5.81,3.56 +27445,2.01,Good,G,SI1,60.8,61.0,18077,7.99,8.09,4.89 +28427,0.3,Ideal,D,VS2,61.2,57.0,670,4.29,4.34,2.64 +30608,0.3,Ideal,D,SI2,62.1,57.0,447,4.3,4.33,2.68 +9239,1.01,Very Good,H,SI1,62.8,58.0,4559,6.36,6.38,4.0 +46907,0.56,Ideal,D,SI1,62.5,56.0,1814,5.26,5.24,3.28 +17846,1.01,Ideal,E,VS2,61.6,57.0,7198,6.43,6.46,3.97 +6429,1.02,Premium,D,SI2,61.3,62.0,4044,6.46,6.42,3.95 +19040,0.3,Ideal,F,VS1,62.5,57.0,621,4.26,4.28,2.67 +48613,0.51,Ideal,F,VVS2,61.9,56.0,1998,5.13,5.15,3.18 +40748,0.47,Ideal,G,SI1,60.8,56.0,1163,5.0,5.03,3.05 +44264,0.53,Very Good,D,SI1,61.2,54.0,1576,5.23,5.26,3.21 +21917,1.33,Premium,G,VS1,60.2,60.0,9992,7.2,7.12,4.31 +1331,0.72,Ideal,G,VS2,61.3,56.0,2960,5.77,5.81,3.55 +27805,0.35,Very Good,H,VVS2,61.0,57.0,650,4.54,4.57,2.77 +44688,0.51,Ideal,H,VVS2,60.1,57.0,1611,5.19,5.22,3.12 +5796,1.0,Very Good,F,SI2,61.9,59.0,3906,6.39,6.44,3.97 +8210,0.91,Very Good,H,VS1,62.1,59.0,4370,6.17,6.2,3.84 +15880,1.22,Premium,E,SI2,61.5,58.0,6351,6.85,6.81,4.2 +43530,0.49,Good,F,VS1,63.6,59.0,1426,4.95,4.92,3.14 +52377,0.71,Ideal,D,SI2,61.0,56.0,2505,5.77,5.8,3.53 +6815,1.01,Fair,E,SI2,64.7,55.0,4118,6.37,6.3,4.1 +18924,1.49,Very Good,G,SI2,62.5,58.0,7773,7.2,7.26,4.52 +3906,0.72,Ideal,G,VVS1,62.2,54.4,3492,5.73,5.76,3.57 +20636,1.2,Very Good,G,VVS1,63.3,59.0,8928,6.72,6.64,4.23 +31076,0.33,Very Good,G,VVS2,60.9,57.0,752,4.43,4.5,2.72 +52075,0.7,Very Good,F,VS2,63.4,56.0,2455,5.69,5.63,3.59 +29391,0.31,Very Good,E,SI1,63.5,57.0,698,4.32,4.28,2.73 +31973,0.3,Very Good,I,VS2,60.5,55.0,453,4.34,4.37,2.63 +1909,1.0,Premium,H,SI2,62.8,60.0,3080,6.46,6.34,4.02 +44136,0.53,Good,E,VS2,63.5,59.0,1561,5.13,5.17,3.27 +20768,1.04,Ideal,F,VVS2,61.2,57.0,9005,6.5,6.53,3.99 +26297,1.55,Ideal,G,VVS2,62.5,57.0,15794,7.35,7.33,4.59 +5345,0.74,Ideal,D,VS1,61.3,57.0,3812,5.8,5.84,3.57 +35287,0.3,Very Good,J,VS2,63.4,57.0,473,4.26,4.22,2.69 +47039,0.55,Premium,D,SI1,61.0,58.0,1819,5.29,5.27,3.22 +25023,0.3,Ideal,E,SI1,61.3,56.0,640,4.34,4.37,2.67 +26031,0.32,Ideal,G,VS1,61.2,56.0,645,4.42,4.44,2.71 +24860,2.01,Very Good,F,SI1,63.4,58.0,13275,8.03,7.96,5.07 +42238,0.54,Good,F,SI1,63.3,56.0,1292,5.21,5.24,3.31 +40190,0.38,Ideal,F,VVS1,61.5,56.0,1120,4.68,4.71,2.88 +6987,0.92,Premium,H,VS1,61.0,62.0,4155,6.32,6.26,3.84 +4670,1.01,Good,D,SI2,63.8,61.0,3671,6.13,6.06,3.89 +9128,1.2,Ideal,J,SI1,62.5,55.0,4536,6.84,6.79,4.26 +23296,1.5,Very Good,E,SI1,59.4,59.0,11325,7.42,7.49,4.43 +7034,1.32,Premium,J,SI2,61.2,59.0,4160,7.08,7.04,4.32 +5460,1.01,Very Good,I,SI2,61.4,59.0,3833,6.42,6.45,3.95 +46351,0.5,Ideal,E,VS1,61.9,54.1,1759,5.09,5.15,3.17 +46458,0.59,Ideal,G,VS2,62.1,57.0,1774,5.36,5.39,3.34 +13256,1.01,Very Good,E,SI1,64.1,56.0,5479,6.29,6.35,4.05 +27508,1.09,Very Good,D,IF,61.7,58.0,18231,6.55,6.65,4.07 +25856,2.08,Premium,J,VS2,60.3,59.0,14933,8.29,8.23,4.98 +41034,0.41,Ideal,E,VVS2,62.3,56.0,1187,4.75,4.78,2.97 +42570,0.38,Ideal,E,VVS1,62.4,56.0,1327,4.67,4.64,2.9 +7206,1.21,Very Good,J,VS2,62.4,58.0,4191,6.79,6.83,4.25 +26761,1.71,Ideal,D,SI1,60.3,60.0,16575,7.69,7.77,4.66 +51625,1.05,Fair,I,I1,61.8,66.0,2396,6.48,6.37,3.97 +49283,0.52,Very Good,E,VS1,58.9,64.0,2092,5.23,5.3,3.1 +47001,0.53,Ideal,G,VVS2,60.4,56.0,1818,5.29,5.24,3.18 +23740,1.58,Premium,G,VS2,58.2,58.0,11786,7.68,7.64,4.46 +28717,0.23,Premium,D,VVS2,60.4,59.0,680,4.0,3.95,2.4 +26917,2.37,Ideal,H,SI2,62.1,55.0,16937,8.52,8.54,5.3 +23513,1.86,Premium,H,SI2,62.3,57.0,11520,7.85,7.82,4.88 +34632,0.31,Ideal,E,VS2,61.0,54.0,872,4.41,4.37,2.68 +49953,0.3,Premium,H,SI1,60.8,61.0,540,4.3,4.25,2.6 +51933,0.74,Ideal,I,VS1,62.1,56.0,2440,5.75,5.82,3.59 +42814,0.52,Very Good,F,SI1,60.3,61.0,1354,5.21,5.27,3.16 +48157,0.57,Very Good,E,VS1,62.9,56.0,1942,5.31,5.35,3.35 +33273,0.32,Very Good,H,SI1,61.8,56.0,461,4.4,4.43,2.73 +29488,0.32,Ideal,E,VS2,62.1,54.0,702,4.4,4.42,2.74 +34295,0.39,Ideal,G,VS2,62.5,54.0,857,4.67,4.7,2.93 +8230,1.0,Very Good,F,SI2,61.1,61.0,4372,6.35,6.38,3.89 +40593,0.28,Ideal,I,VVS2,62.2,55.0,497,4.21,4.24,2.63 +12042,0.4,Good,G,SI2,63.2,56.0,596,4.7,4.73,2.98 +41838,0.44,Ideal,F,VVS2,60.9,55.0,1253,4.96,4.92,3.01 +27013,2.05,Very Good,E,SI2,62.5,56.0,17138,8.08,8.17,5.08 +33926,0.37,Ideal,E,VVS2,61.8,54.0,844,4.6,4.63,2.85 +31170,0.41,Premium,E,SI1,62.4,58.0,755,4.75,4.77,2.97 +24091,1.51,Premium,E,SI1,59.6,61.0,12236,7.53,7.43,4.46 +15071,1.02,Premium,G,VS2,62.7,58.0,6058,6.4,6.45,4.03 +37029,0.49,Premium,H,VS2,59.6,62.0,965,5.17,5.14,3.07 +3620,0.78,Very Good,F,VS2,62.2,58.0,3429,5.86,5.9,3.66 +32685,0.31,Ideal,G,VS1,62.9,57.0,802,4.32,4.3,2.71 +6517,1.1,Good,E,SI2,63.3,56.0,4065,6.53,6.58,4.15 +7185,1.01,Very Good,I,SI1,59.7,60.0,4186,6.49,6.55,3.89 +6181,0.74,Very Good,E,VVS1,63.5,58.0,3993,5.78,5.72,3.65 +28212,0.38,Very Good,G,SI1,61.4,61.0,666,4.62,4.66,2.85 +39920,0.41,Premium,D,VVS2,61.9,59.0,1105,4.75,4.78,2.95 +47309,0.26,Ideal,G,VS2,62.3,54.0,397,4.09,4.1,2.55 +23996,1.63,Ideal,H,VS2,62.4,55.0,12155,7.53,7.57,4.71 +24633,1.52,Very Good,G,VS1,62.1,57.0,12968,7.27,7.32,4.53 +38821,0.5,Good,I,VS2,60.4,64.0,1047,5.12,5.08,3.08 +8397,0.37,Good,H,VS2,63.7,55.0,584,4.54,4.56,2.9 +32920,0.42,Very Good,D,SI1,60.8,59.0,810,4.82,4.85,2.94 +40423,0.5,Fair,E,SI1,65.3,58.0,1134,4.99,4.91,3.23 +5071,0.77,Ideal,F,VS1,61.9,54.0,3750,5.91,5.94,3.66 +46016,0.53,Premium,E,VS2,58.3,62.0,1727,5.31,5.26,3.08 +24647,1.52,Premium,F,VS2,62.2,58.0,12985,7.38,7.29,4.56 +53362,0.7,Ideal,F,VS2,61.6,57.0,2657,5.76,5.71,3.53 +9472,1.06,Ideal,H,SI1,60.8,54.0,4602,6.64,6.61,4.03 +24062,1.56,Very Good,F,SI1,61.0,58.0,12207,7.41,7.48,4.54 +5029,0.92,Premium,F,SI1,62.6,59.0,3749,6.19,6.23,3.89 +46118,0.56,Premium,I,VVS1,60.6,59.0,1743,5.33,5.29,3.22 +29897,0.3,Premium,E,VS1,61.3,59.0,710,4.28,4.33,2.64 +18438,1.5,Good,H,SI2,64.3,57.0,7500,7.18,7.15,4.61 +51706,0.7,Very Good,F,VS2,58.9,57.0,2400,5.79,5.85,3.43 +18098,1.2,Very Good,G,VS2,62.0,55.0,7318,6.8,6.84,4.23 +46686,0.7,Very Good,G,SI2,58.2,63.0,1790,5.82,5.79,3.38 +13872,1.22,Ideal,J,VS1,61.5,55.0,5649,6.86,6.87,4.22 +51237,0.7,Ideal,I,VVS2,62.5,54.0,2353,5.68,5.71,3.56 +38007,0.32,Ideal,G,VVS1,61.8,56.0,1008,4.41,4.39,2.72 +53645,0.73,Premium,E,SI1,62.7,58.0,2703,5.76,5.7,3.59 +16077,1.09,Ideal,H,VS2,61.4,57.0,6419,6.61,6.65,4.07 +35299,0.3,Very Good,I,VS1,60.8,59.0,473,4.3,4.32,2.62 +19845,1.23,Very Good,H,VVS1,62.5,58.0,8405,6.77,6.82,4.25 +48740,0.56,Premium,G,VS1,59.9,60.0,2013,5.41,5.37,3.23 +40961,0.42,Ideal,G,VVS1,61.2,56.0,1179,4.85,4.86,2.97 +48382,0.59,Premium,I,IF,61.2,58.0,1965,5.41,5.38,3.3 +16408,1.01,Very Good,E,VS2,62.9,57.0,6552,6.34,6.42,4.01 +49766,0.53,Ideal,F,VVS2,61.3,57.0,2160,5.2,5.24,3.2 +39771,0.36,Ideal,D,VS2,61.8,56.0,1094,4.6,4.56,2.83 +35183,0.31,Ideal,G,IF,62.0,54.0,891,4.36,4.38,2.71 +15652,1.0,Good,E,SI1,61.1,58.0,6275,6.43,6.41,3.92 +41184,0.4,Ideal,D,VS1,62.9,56.0,1200,4.71,4.67,2.95 +14359,1.02,Very Good,E,SI1,62.6,58.0,5814,6.4,6.45,4.02 +31458,0.34,Ideal,E,SI1,60.7,56.0,765,4.55,4.51,2.75 +25206,1.24,Ideal,D,VVS2,62.6,55.0,13803,6.89,6.94,4.33 +15275,1.01,Ideal,G,VS2,59.8,61.0,6132,6.51,6.54,3.9 +5799,1.0,Good,G,SI2,64.2,57.0,3906,6.25,6.27,4.02 +44773,0.42,Ideal,D,VVS1,61.8,56.0,1621,4.82,4.79,2.97 +42620,0.32,Ideal,H,VS2,62.5,55.0,505,4.38,4.42,2.75 +21692,0.34,Good,D,SI1,63.1,57.0,626,4.44,4.46,2.81 +5469,0.83,Ideal,E,SI1,62.3,55.0,3837,5.98,6.02,3.74 +16264,1.01,Ideal,G,VS2,61.8,57.0,6504,6.43,6.41,3.97 +20226,1.54,Very Good,I,VS2,62.2,58.0,8656,7.32,7.37,4.57 +44166,0.5,Good,F,VS2,60.9,60.4,1565,5.13,5.2,3.14 +26506,2.02,Ideal,I,SI1,62.4,56.0,16128,8.07,8.11,5.05 +525,0.83,Premium,H,SI1,62.5,59.0,2825,6.02,5.95,3.74 +41280,0.27,Very Good,G,VVS2,61.0,56.0,504,4.19,4.22,2.56 +629,0.71,Very Good,D,VS1,63.4,55.0,2841,5.69,5.61,3.58 +39745,0.53,Premium,J,VS2,62.7,56.0,1093,5.18,5.15,3.24 +7948,1.07,Ideal,I,VS2,61.1,57.0,4319,6.66,6.6,4.05 +32815,0.34,Ideal,E,VS1,62.0,56.0,805,4.48,4.52,2.79 +39538,0.4,Ideal,F,VS2,62.7,56.0,1080,4.77,4.73,2.98 +20300,1.5,Very Good,J,VVS2,61.5,60.0,8712,7.27,7.31,4.48 +45657,0.25,Very Good,E,VVS1,60.1,57.0,526,4.08,4.11,2.46 +4175,1.01,Good,J,VS2,63.3,54.0,3555,6.34,6.42,4.04 +36287,0.34,Very Good,E,SI2,61.7,61.0,477,4.47,4.51,2.77 +18068,2.01,Fair,F,I1,58.7,66.0,7294,8.3,8.19,4.84 +12192,1.31,Very Good,I,SI2,59.6,60.0,5187,7.09,7.17,4.25 +30304,0.3,Very Good,G,VS1,63.5,58.0,725,4.26,4.21,2.69 +22639,1.71,Premium,H,SI2,62.5,57.0,10687,7.67,7.62,4.78 +24524,2.29,Fair,J,SI1,56.8,66.0,12811,8.79,8.69,4.96 +20716,0.31,Very Good,H,VVS2,61.9,58.0,625,4.33,4.36,2.69 +33095,0.37,Ideal,H,VVS1,62.0,53.0,815,4.63,4.66,2.88 +38655,0.42,Premium,D,SI1,60.8,59.0,1040,4.85,4.82,2.94 +52929,0.8,Very Good,I,VS2,62.0,54.2,2591,5.94,5.99,3.7 +43464,0.53,Ideal,H,VS2,61.4,55.4,1417,5.19,5.24,3.2 +1820,0.57,Ideal,F,VVS1,61.1,55.0,3057,5.36,5.44,3.3 +24044,0.38,Good,H,SI1,63.3,57.0,633,4.58,4.62,2.91 +14805,1.32,Premium,H,VS1,61.3,58.0,5958,7.09,7.01,4.32 +5963,0.9,Good,F,SI1,63.6,59.0,3950,6.07,6.12,3.88 +9395,1.0,Fair,F,SI1,64.8,58.0,4586,6.26,6.21,4.04 +47693,0.47,Ideal,E,VVS2,62.0,55.0,1883,4.97,5.0,3.09 +18702,0.36,Ideal,D,SI1,60.6,56.0,619,4.58,4.63,2.79 +45975,0.3,Very Good,G,VS2,60.6,60.0,526,4.3,4.34,2.62 +46538,0.51,Ideal,E,VS2,61.7,54.0,1781,5.18,5.13,3.18 +17593,1.09,Ideal,G,VS2,62.4,55.0,7081,6.61,6.56,4.11 +8251,1.24,Fair,F,SI2,64.9,60.0,4375,6.7,6.63,4.32 +2267,0.95,Very Good,J,SI1,63.4,55.0,3154,6.25,6.21,3.95 +19534,1.5,Very Good,E,SI2,62.7,59.0,8167,7.22,7.3,4.55 +18900,1.03,Ideal,F,VS1,59.0,55.0,7752,6.67,6.62,3.92 +49671,0.7,Ideal,H,SI2,59.9,57.0,2142,5.77,5.74,3.45 +50350,0.52,Ideal,F,VS2,62.3,57.0,2246,5.18,5.13,3.21 +13469,1.04,Ideal,E,SI2,62.3,55.0,5531,6.46,6.49,4.03 +40556,0.41,Ideal,D,VS1,61.0,57.0,1151,4.78,4.82,2.93 +20659,1.17,Ideal,G,VVS2,61.7,55.0,8947,6.74,6.77,4.17 +1656,0.73,Very Good,F,SI1,61.3,56.0,3023,5.78,5.84,3.56 +18798,1.51,Ideal,I,SI2,62.8,54.0,7693,7.28,7.34,4.59 +6293,0.9,Very Good,H,VS1,63.0,62.0,4021,6.09,6.0,3.81 +40269,0.33,Very Good,G,SI1,61.1,59.0,492,4.42,4.45,2.71 +46939,0.52,Premium,E,VS2,60.7,58.0,1815,5.21,5.17,3.15 +13321,1.25,Premium,J,VS1,62.0,58.0,5500,6.89,6.92,4.28 +13707,1.09,Premium,H,VS2,62.6,56.0,5601,6.62,6.55,4.12 +41325,0.52,Ideal,H,SI1,61.5,56.0,1214,5.19,5.22,3.2 +48540,0.5,Premium,F,VVS2,62.7,56.0,1987,5.08,5.03,3.17 +36026,0.45,Ideal,H,SI1,61.6,56.0,923,4.94,4.96,3.05 +31080,0.33,Very Good,G,VVS2,60.9,59.0,752,4.45,4.49,2.72 +40295,0.4,Ideal,H,VVS2,62.4,57.0,1125,4.73,4.69,2.94 +41168,0.38,Premium,F,VVS1,61.6,58.0,1200,4.63,4.66,2.86 +13838,0.87,Ideal,F,VS1,62.0,55.0,5640,6.1,6.13,3.79 +7142,1.11,Premium,E,SI2,61.6,61.0,4177,6.66,6.61,4.09 +41770,0.54,Ideal,E,SI2,60.4,57.0,1246,5.27,5.33,3.2 +25898,1.51,Premium,E,VS2,60.1,58.0,15025,7.57,7.51,4.53 +21876,1.54,Ideal,I,SI1,63.5,61.0,9942,7.29,7.33,4.64 +49447,0.7,Ideal,I,SI1,62.5,55.0,2110,5.68,5.71,3.56 +21229,1.23,Ideal,F,VS2,61.7,57.0,9376,6.9,6.94,4.27 +29139,0.34,Ideal,E,VS2,62.5,55.0,692,4.45,4.48,2.79 +19245,1.0,Ideal,G,VVS2,62.8,57.0,7979,6.37,6.43,4.02 +25993,1.66,Ideal,H,VS1,62.0,55.0,15210,7.61,7.67,4.74 +6545,0.9,Ideal,H,VS2,62.7,57.0,4072,6.13,6.15,3.85 +13877,1.04,Premium,F,SI1,62.8,57.0,5650,6.5,6.43,4.06 +41568,0.55,Premium,F,SI1,62.1,62.0,1238,5.22,5.18,3.23 +11638,1.01,Ideal,D,SI2,61.6,57.0,5051,6.32,6.45,3.93 +35752,0.3,Ideal,D,VS2,62.9,56.0,911,4.28,4.24,2.68 +43217,0.5,Fair,E,VS2,66.3,55.0,1397,4.98,4.94,3.29 +50208,0.58,Ideal,F,VS1,60.3,57.0,2227,5.47,5.44,3.29 +7478,1.07,Premium,H,SI1,58.9,59.0,4235,6.76,6.71,3.97 +2403,0.7,Very Good,E,VS1,63.8,57.0,3177,5.61,5.65,3.59 +5372,0.3,Ideal,D,SI2,63.0,55.0,574,4.26,4.25,2.68 +6016,0.94,Very Good,E,SI2,62.0,60.0,3963,6.19,6.22,3.85 +8729,0.27,Ideal,E,VVS1,62.0,56.0,586,4.16,4.19,2.59 +29473,0.32,Ideal,E,VS2,62.0,57.0,702,4.37,4.41,2.72 +51557,0.71,Ideal,E,SI2,59.3,56.0,2388,5.89,5.84,3.48 +31233,0.44,Good,F,SI1,63.8,54.0,756,4.8,4.85,3.08 +49320,0.32,Very Good,F,SI2,63.5,56.0,540,4.37,4.35,2.77 +28357,0.27,Ideal,F,VVS2,61.2,58.0,667,4.15,4.19,2.55 +14742,1.13,Ideal,D,SI1,61.8,56.0,5936,6.74,6.68,4.15 +26553,2.32,Premium,F,SI2,62.5,59.0,16237,8.51,8.44,5.3 +44670,0.32,Ideal,H,VS2,62.0,54.0,523,4.41,4.43,2.74 +19994,1.01,Ideal,F,VVS2,61.8,56.0,8532,6.46,6.49,4.0 +39094,0.41,Very Good,J,IF,63.5,54.0,1061,4.75,4.7,3.0 +44371,0.58,Ideal,E,SI1,62.2,58.0,1580,5.3,5.38,3.32 +24804,1.63,Good,F,SI1,59.8,56.0,13187,7.57,7.64,4.55 +52949,0.7,Ideal,G,VS2,61.8,54.0,2593,5.71,5.74,3.54 +15682,1.22,Premium,G,SI1,62.3,58.0,6288,6.83,6.76,4.23 +13972,1.04,Very Good,E,SI1,62.8,59.0,5689,6.46,6.41,4.04 +10445,1.0,Good,H,SI1,57.5,62.0,4788,6.51,6.47,3.73 +33348,0.41,Premium,G,VS2,61.8,59.0,827,4.72,4.76,2.93 +13158,1.01,Ideal,D,SI1,61.2,57.0,5443,6.44,6.47,3.95 +20631,1.59,Ideal,J,VS1,62.1,55.0,8925,7.47,7.51,4.65 +42321,0.41,Ideal,D,VVS2,62.1,56.0,1295,4.76,4.78,2.96 +34516,0.33,Ideal,G,VVS1,61.7,54.0,868,4.47,4.48,2.76 +23306,1.52,Very Good,G,VS2,63.3,57.0,11338,7.32,7.27,4.62 +48056,0.73,Premium,I,SI2,62.0,57.0,1927,5.79,5.76,3.58 +18512,1.24,Ideal,I,VS2,61.8,56.0,7544,6.86,6.89,4.25 +16824,1.2,Good,H,VS2,63.3,59.0,6710,6.74,6.78,4.28 +11586,1.2,Very Good,I,SI1,63.1,59.0,5040,6.7,6.67,4.22 +47040,0.55,Premium,D,SI1,60.7,58.0,1819,5.3,5.24,3.2 +18026,1.5,Premium,H,SI2,62.3,59.0,7291,7.27,7.21,4.52 +12705,0.26,Ideal,E,VVS1,61.7,57.0,599,4.07,4.1,2.52 +49977,0.29,Very Good,G,VVS2,61.6,56.0,541,4.24,4.28,2.63 +13383,0.3,Ideal,F,VS2,62.5,53.3,601,4.28,4.31,2.69 +41145,0.5,Very Good,G,SI1,62.6,56.0,1197,5.06,5.1,3.18 +38295,0.3,Ideal,G,SI1,61.2,56.0,487,4.33,4.36,2.65 +8396,0.37,Very Good,H,VS2,59.5,61.0,584,4.64,4.67,2.77 +45043,0.52,Ideal,H,VVS1,60.7,57.0,1639,5.23,5.25,3.18 +18237,1.1,Very Good,G,VS2,61.9,56.7,7405,6.57,6.63,4.09 +27511,2.02,Very Good,H,SI1,59.6,59.0,18236,8.27,8.35,4.95 +16309,1.2,Very Good,G,SI1,62.8,57.0,6526,6.68,6.73,4.21 +21689,1.56,Ideal,I,SI1,62.5,54.0,9788,7.45,7.37,4.63 +50432,0.71,Ideal,F,SI1,62.5,57.0,2262,5.68,5.74,3.57 +27002,1.51,Good,D,VS1,63.7,55.0,17111,7.28,7.22,4.62 +31925,0.3,Ideal,G,VS1,62.8,57.0,776,4.26,4.24,2.67 +261,0.71,Premium,F,VS1,61.8,59.0,2790,5.73,5.69,3.53 +33225,0.39,Very Good,F,VS2,58.4,62.0,821,4.76,4.79,2.79 +47257,0.51,Ideal,G,VVS2,62.0,57.0,1842,5.13,5.1,3.17 +42955,0.3,Very Good,J,VS1,63.5,58.0,506,4.27,4.24,2.7 +32994,0.38,Premium,I,VS2,61.8,59.0,812,4.64,4.61,2.86 +33556,0.41,Ideal,J,VS1,60.2,57.0,830,4.85,4.81,2.91 +28784,0.37,Ideal,D,SI1,61.5,57.0,681,4.6,4.63,2.84 +35788,0.36,Ideal,H,IF,61.6,56.0,912,4.56,4.59,2.82 +5651,0.82,Ideal,G,VS1,61.9,54.0,3880,5.99,6.03,3.72 +11214,1.11,Premium,H,SI1,61.9,58.0,4960,6.63,6.59,4.09 +25955,1.4,Ideal,G,VVS1,60.8,57.0,15134,7.21,7.23,4.39 +2358,0.92,Premium,H,SI2,60.4,59.0,3174,6.36,6.33,3.83 +28488,0.42,Very Good,D,SI2,62.0,59.0,672,4.78,4.83,2.98 +44138,0.57,Good,D,SI1,59.3,61.0,1561,5.34,5.38,3.18 +3412,0.38,Ideal,F,SI2,62.0,55.0,568,4.67,4.69,2.9 +8595,1.01,Good,E,SI2,63.9,55.0,4440,6.38,6.33,4.08 +24104,2.01,Very Good,J,SI1,59.3,62.0,12257,8.15,8.2,4.85 +43796,0.41,Ideal,E,VVS1,61.9,58.0,1442,4.77,4.8,2.96 +36792,0.34,Ideal,E,VS2,62.4,55.0,956,4.53,4.48,2.81 +780,0.71,Very Good,F,VS2,61.3,61.0,2860,5.68,5.73,3.5 +19856,1.18,Ideal,G,VS1,61.3,56.0,8414,6.81,6.83,4.17 +5814,0.97,Premium,H,SI1,58.0,62.0,3911,6.56,6.48,3.79 +6655,0.9,Very Good,G,VS2,59.6,61.0,4093,6.2,6.25,3.71 +2385,0.32,Premium,E,SI1,62.3,58.0,561,4.37,4.4,2.73 +9832,1.01,Ideal,G,SI1,62.9,54.0,4672,6.47,6.41,4.05 +34861,0.3,Premium,G,VVS2,62.0,58.0,878,4.29,4.26,2.65 +14125,0.99,Ideal,F,SI1,62.8,57.0,5728,6.3,6.38,3.98 +10549,1.12,Ideal,I,SI1,61.7,58.0,4811,6.66,6.6,4.09 +12399,1.22,Ideal,I,SI1,62.3,57.0,5233,6.77,6.87,4.25 +28085,0.3,Premium,D,SI1,62.1,59.0,662,4.31,4.29,2.67 +48875,0.71,Very Good,F,SI2,60.9,56.0,2036,5.8,5.83,3.54 +4057,0.36,Ideal,G,SI1,61.5,54.0,571,4.6,4.63,2.84 +28255,0.33,Ideal,F,VS2,62.3,55.0,666,4.42,4.47,2.77 +22974,1.52,Premium,I,VVS2,61.6,58.0,11021,7.41,7.37,4.55 +8476,1.01,Premium,F,SI2,62.2,59.0,4416,6.38,6.42,3.98 +544,0.72,Premium,F,VS1,62.2,58.0,2829,5.75,5.7,3.56 +35945,0.3,Ideal,F,SI1,62.4,56.0,475,4.27,4.32,2.68 +16553,1.01,Very Good,G,VS1,59.1,58.0,6613,6.56,6.63,3.9 +10199,0.93,Premium,E,SI1,62.8,56.0,4739,6.26,6.2,3.91 +40551,0.57,Very Good,I,SI1,61.1,61.0,1151,5.34,5.37,3.27 +30689,0.4,Very Good,E,SI1,62.8,59.0,737,4.64,4.69,2.93 +32771,0.34,Ideal,D,SI1,61.3,57.0,803,4.5,4.44,2.74 +45961,0.24,Ideal,F,VVS2,61.7,59.0,526,4.01,4.03,2.48 +53155,0.71,Fair,G,VS2,57.0,66.0,2623,5.83,5.81,3.32 +22599,1.5,Very Good,H,VS1,63.4,59.0,10652,7.13,7.2,4.54 +14747,1.14,Ideal,H,VS2,61.6,56.0,5937,6.72,6.68,4.13 +27567,2.4,Ideal,H,SI2,62.0,55.0,18374,8.57,8.6,5.32 +31796,0.42,Ideal,F,SI1,60.9,55.0,773,4.84,4.88,2.96 +45583,0.52,Ideal,E,VS2,61.2,56.0,1689,5.16,5.23,3.18 +19074,1.54,Fair,F,SI2,64.4,60.0,7848,7.26,7.16,4.64 +34088,0.36,Premium,D,VS2,60.5,58.0,852,4.6,4.63,2.79 +21315,1.61,Good,G,VS2,63.8,58.0,9467,7.43,7.36,4.72 +36394,0.43,Ideal,G,VS2,61.7,55.0,942,4.85,4.88,3.0 +36634,0.41,Very Good,D,SI1,63.3,55.0,947,4.77,4.74,3.01 +23231,1.24,Very Good,F,VVS2,59.0,58.0,11234,6.98,7.03,4.13 +43212,0.51,Very Good,G,VS2,61.2,55.0,1397,5.13,5.16,3.15 +29032,0.31,Ideal,H,VVS1,62.2,54.0,687,4.34,4.37,2.71 +22465,1.52,Premium,D,SI2,61.6,56.0,10487,7.47,7.39,4.58 +33830,0.32,Ideal,E,VVS2,61.4,54.0,843,4.44,4.45,2.73 +26721,0.32,Very Good,F,VS2,61.0,61.0,645,4.38,4.41,2.68 +44401,0.43,Premium,D,VVS1,59.6,58.0,1584,4.89,4.94,2.93 +11496,1.03,Ideal,H,SI1,59.8,57.0,5018,6.64,6.57,3.95 +12017,1.26,Premium,I,SI2,60.1,59.0,5151,7.0,6.91,4.18 +4946,1.27,Premium,I,I1,60.2,62.0,3732,7.05,7.0,4.23 +1237,0.7,Ideal,F,VS2,60.8,56.0,2942,5.78,5.79,3.52 +18859,1.53,Very Good,J,SI1,61.7,58.0,7730,7.43,7.47,4.6 +25833,1.7,Fair,G,VS2,64.5,58.0,14860,7.51,7.43,4.82 +9930,1.05,Very Good,H,SI1,63.1,60.0,4692,6.49,6.42,4.07 +24265,1.51,Good,E,SI1,63.6,56.0,12490,7.34,7.23,4.63 +35994,0.42,Ideal,G,VS1,61.8,57.0,921,4.79,4.82,2.97 +3790,0.73,Ideal,F,VVS2,61.7,54.0,3463,5.82,5.76,3.57 +41316,0.42,Ideal,H,IF,61.0,56.0,1213,4.82,4.79,2.93 +1032,0.7,Very Good,G,VVS2,63.4,59.0,2905,5.62,5.64,3.57 +50266,0.71,Very Good,E,SI2,62.2,58.0,2238,5.68,5.74,3.55 +33439,0.32,Premium,G,VS1,61.0,59.0,828,4.43,4.39,2.69 +46611,0.9,Fair,I,I1,67.2,60.0,1786,5.96,5.88,3.98 +13880,1.14,Ideal,G,SI1,62.2,56.0,5650,6.69,6.66,4.15 +26509,1.73,Ideal,F,VS1,62.1,57.0,16131,7.73,7.64,4.77 +48339,0.5,Ideal,F,VVS2,62.1,58.0,1960,5.07,5.11,3.16 +32846,0.4,Ideal,I,VVS2,62.4,55.0,807,4.7,4.73,2.94 +3444,0.77,Ideal,F,VS1,62.1,57.0,3387,5.88,5.84,3.64 +22076,1.51,Ideal,H,SI1,61.9,58.0,10096,7.33,7.37,4.55 +40888,0.56,Premium,G,SI1,61.7,58.0,1176,5.31,5.29,3.27 +17695,1.21,Ideal,I,VVS2,62.2,55.0,7134,6.79,6.83,4.23 +6926,0.91,Premium,E,SI1,62.6,58.0,4138,6.17,6.14,3.85 +15353,1.01,Premium,G,VS1,62.4,59.0,6163,6.38,6.35,3.97 +18675,1.61,Very Good,I,SI2,60.9,63.0,7636,7.5,7.54,4.58 +44102,0.55,Premium,G,VS2,60.3,62.0,1556,5.33,5.29,3.2 +27885,0.36,Ideal,I,VVS2,61.5,57.0,655,4.55,4.58,2.8 +22654,1.1,Very Good,F,VVS1,59.8,54.0,10701,6.74,6.77,4.04 +34031,0.4,Very Good,D,VS2,63.6,55.0,850,4.68,4.72,2.99 +30740,0.43,Premium,E,SI1,61.5,60.0,739,4.78,4.85,2.96 +3166,0.61,Ideal,D,VVS2,60.1,57.0,3336,5.53,5.58,3.34 +9123,1.13,Ideal,H,SI2,61.0,60.0,4535,6.73,6.69,4.09 +41624,0.24,Ideal,H,VVS1,60.7,57.0,504,4.02,4.05,2.44 +29793,0.3,Premium,D,SI1,61.0,60.0,709,4.35,4.3,2.64 +52474,0.7,Very Good,E,SI1,63.2,57.0,2518,5.63,5.61,3.55 +3682,0.76,Ideal,F,VS1,61.6,56.0,3446,5.87,5.91,3.63 +45743,0.52,Good,D,VS2,63.4,56.0,1701,5.09,5.16,3.25 +43574,0.41,Ideal,E,VVS1,61.7,56.0,1431,4.82,4.78,2.96 +10404,0.31,Premium,D,SI2,60.1,58.0,593,4.4,4.38,2.64 +2104,0.84,Premium,F,SI1,59.0,59.0,3115,6.18,6.13,3.63 +48580,0.54,Premium,D,VS2,60.6,58.0,1993,5.3,5.26,3.2 +35449,0.32,Ideal,E,VS2,62.1,55.0,900,4.4,4.36,2.72 +46917,0.57,Ideal,G,VS1,60.6,57.0,1815,5.38,5.41,3.27 +52001,0.81,Very Good,I,VS2,62.6,59.7,2444,5.86,5.92,3.69 +25775,2.11,Very Good,I,SI1,62.4,53.0,14740,8.17,8.27,5.13 +39261,0.3,Ideal,D,VVS1,61.1,57.0,1069,4.36,4.34,2.66 +48633,0.34,Good,F,SI2,63.9,56.0,536,4.43,4.4,2.82 +12583,1.07,Ideal,J,SI1,61.5,55.0,5281,6.58,6.62,4.06 +4036,0.82,Very Good,G,VS2,62.1,56.0,3528,5.94,5.98,3.7 +2631,0.74,Premium,E,VS2,62.7,58.0,3228,5.77,5.72,3.6 +25481,2.51,Good,G,SI2,59.5,65.0,14251,8.87,8.74,5.24 +37880,0.43,Ideal,G,VS1,61.6,55.1,1005,4.85,4.89,3.0 +25821,1.21,Premium,D,VVS2,61.1,59.0,14841,6.9,6.89,4.21 +49707,0.6,Ideal,G,VS1,62.5,56.0,2147,5.37,5.41,3.36 +21522,1.37,Ideal,H,VVS2,61.3,56.0,9621,7.13,7.2,4.39 +35477,0.42,Ideal,E,VS2,60.9,57.0,902,4.85,4.87,2.96 +12234,1.19,Fair,I,SI1,64.9,58.0,5198,6.64,6.55,4.28 +53874,0.8,Very Good,F,SI1,61.6,59.0,2745,5.9,5.96,3.65 +48665,0.53,Ideal,G,VVS1,61.4,57.0,2001,5.18,5.21,3.19 +2181,1.0,Premium,E,I1,62.3,58.0,3136,6.38,6.33,3.96 +17414,1.51,Premium,J,SI1,61.2,62.0,6976,7.36,7.32,4.49 +39392,0.55,Ideal,I,SI1,61.4,54.0,1076,5.3,5.35,3.27 +17288,1.12,Very Good,F,VS2,62.0,58.0,6925,6.63,6.69,4.13 +48994,0.7,Fair,H,SI1,65.5,57.0,2048,5.53,5.59,3.64 +22736,1.66,Ideal,E,SI2,62.7,56.0,10754,7.45,7.63,4.73 +15081,1.07,Very Good,F,SI1,61.6,58.0,6061,6.54,6.6,4.05 +33629,0.33,Premium,I,VS2,60.6,58.0,463,4.44,4.47,2.7 +29389,0.31,Very Good,E,SI1,63.1,57.0,698,4.35,4.3,2.73 +35373,0.41,Ideal,G,VS1,61.7,57.0,899,4.78,4.81,2.96 +20427,1.5,Good,I,VS2,60.5,60.0,8780,7.26,7.32,4.41 +22215,1.74,Premium,H,SI2,62.1,59.0,10270,7.78,7.65,4.79 +1468,0.9,Good,E,SI2,58.7,63.0,2982,6.2,6.23,3.65 +32225,0.31,Ideal,G,VVS1,61.9,55.0,789,4.38,4.41,2.72 +24286,1.75,Premium,I,VS1,60.6,60.0,12529,7.84,7.8,4.74 +3150,0.9,Good,E,SI1,63.8,61.0,3332,6.08,6.05,3.87 +37397,0.39,Good,G,VS2,63.8,59.0,982,4.66,4.59,2.95 +40644,0.42,Very Good,F,VVS1,63.0,59.0,1154,4.75,4.81,3.01 +32469,0.36,Ideal,D,SI1,62.8,57.0,794,4.54,4.51,2.84 +1069,0.31,Premium,I,VS2,59.9,60.0,558,4.44,4.41,2.65 +8922,1.0,Premium,E,SI2,62.7,58.0,4496,6.34,6.41,4.0 +27720,0.32,Premium,I,VS1,61.0,60.0,648,4.47,4.42,2.71 +12337,1.1,Ideal,G,SI1,62.3,56.0,5226,6.64,6.58,4.12 +40460,0.5,Ideal,H,SI1,62.0,56.0,1140,5.08,5.11,3.16 +13083,1.5,Good,H,SI2,63.8,57.0,5416,7.21,7.14,4.58 +16008,1.04,Very Good,F,VS2,59.0,57.0,6405,6.64,6.69,3.93 +18397,1.5,Fair,H,VVS2,65.8,57.0,7476,7.19,7.15,4.72 +20202,1.57,Ideal,G,SI2,62.0,56.0,8643,7.44,7.47,4.62 +48607,1.0,Fair,I,I1,66.9,57.0,1997,6.15,6.03,4.09 +46497,0.5,Very Good,F,VVS2,60.4,61.0,1778,5.12,5.14,3.1 +39881,0.42,Ideal,G,VVS2,62.4,55.0,1103,4.82,4.79,3.0 +41766,0.52,Ideal,H,SI1,61.7,55.0,1245,5.17,5.21,3.2 +28319,0.24,Premium,H,VVS1,61.2,58.0,432,3.96,4.01,2.44 +10318,1.03,Premium,D,SI2,61.3,61.0,4764,6.49,6.46,3.97 +9864,1.03,Very Good,D,SI2,61.3,61.0,4679,6.46,6.49,3.97 +45326,0.32,Good,E,SI1,63.1,56.0,524,4.34,4.37,2.75 +47801,0.71,Ideal,J,SI2,61.3,56.0,1901,5.73,5.78,3.53 +36577,0.36,Premium,F,VVS2,62.5,56.0,945,4.6,4.52,2.85 +26857,2.1,Premium,E,SI2,62.9,59.0,16783,8.18,8.13,5.13 +45605,0.61,Ideal,D,SI2,59.9,57.0,1690,5.55,5.53,3.32 +24493,2.05,Premium,I,VS1,60.3,59.0,12766,8.25,8.21,4.96 +8960,1.2,Very Good,F,SI2,63.2,58.0,4502,6.78,6.74,4.27 +44384,0.52,Ideal,H,VS1,62.5,58.0,1582,5.14,5.17,3.22 +45485,0.53,Ideal,H,VS1,61.7,56.0,1678,5.21,5.23,3.22 +19094,1.01,Premium,F,VS1,58.8,60.0,7862,6.59,6.51,3.85 +23112,1.51,Ideal,H,VS2,62.5,56.0,11133,7.37,7.33,4.57 +40177,0.43,Ideal,G,VVS1,61.5,56.0,1118,4.87,4.89,3.0 +50333,0.7,Very Good,D,SI1,64.0,53.0,2242,5.57,5.61,3.58 +30503,0.31,Premium,D,SI1,62.0,58.0,732,4.35,4.3,2.68 +16663,1.56,Very Good,J,SI2,61.4,58.0,6662,7.4,7.45,4.56 +2433,1.11,Premium,I,I1,61.8,59.0,3183,6.65,6.58,4.09 +48801,0.7,Very Good,I,VS2,60.7,59.0,2025,5.75,5.79,3.5 +15582,1.22,Good,H,SI2,63.5,56.0,6250,6.84,6.77,4.32 +6175,0.9,Very Good,F,SI1,63.4,62.0,3992,6.05,6.0,3.82 +16148,1.09,Very Good,G,VS1,59.7,63.0,6453,6.65,6.74,4.0 +48873,1.0,Fair,I,I1,64.5,58.0,2035,6.33,6.1,4.01 +19114,1.03,Ideal,G,VS1,61.8,56.0,7880,6.46,6.51,4.01 +5501,0.93,Ideal,H,SI1,62.0,55.0,3844,6.32,6.29,3.91 +27898,0.4,Good,G,SI1,63.2,58.0,655,4.61,4.7,2.94 +32111,0.47,Ideal,H,SI2,61.8,54.0,782,5.01,5.05,3.11 +48479,0.7,Very Good,J,SI1,61.7,57.0,1979,5.65,5.69,3.5 +10523,1.01,Very Good,I,SI1,64.4,54.0,4805,6.31,6.4,4.09 +38099,0.36,Premium,E,VS2,59.8,62.0,1013,4.61,4.56,2.74 +29270,0.31,Premium,E,SI1,62.7,58.0,698,4.33,4.31,2.71 +24700,0.3,Very Good,H,VVS1,61.1,61.0,638,4.27,4.3,2.62 +52370,0.73,Ideal,D,SI2,62.4,56.0,2504,5.72,5.75,3.58 +25307,2.21,Premium,H,SI1,61.1,58.0,13983,8.39,8.34,5.11 +8684,1.11,Ideal,I,SI2,61.9,57.0,4457,6.66,6.62,4.11 +21776,1.05,Ideal,E,VVS2,61.3,56.0,9843,6.55,6.59,4.03 +34111,0.33,Premium,G,IF,59.4,59.0,853,4.49,4.54,2.68 +12253,1.05,Ideal,D,SI2,61.9,56.0,5204,6.53,6.5,4.03 +30996,0.3,Ideal,G,VVS1,61.7,55.0,747,4.31,4.35,2.67 +44754,0.51,Ideal,D,SI1,62.6,57.0,1619,5.11,5.08,3.19 +25777,2.01,Good,G,SI2,63.0,60.0,14745,7.92,7.99,5.01 +36932,0.24,Very Good,F,VVS1,59.4,60.0,478,4.04,4.08,2.41 +27986,0.3,Ideal,E,VS2,62.0,55.0,658,4.27,4.31,2.66 +11016,1.24,Premium,D,SI2,60.6,59.0,4916,6.99,6.96,4.23 +47704,0.58,Ideal,G,VS1,62.6,54.0,1884,5.3,5.34,3.33 +48924,0.7,Premium,G,SI1,61.2,60.0,2042,5.7,5.74,3.5 +718,0.8,Ideal,G,SI2,61.6,56.0,2856,5.97,6.01,3.69 +4613,0.9,Very Good,E,SI2,62.6,60.0,3662,6.09,6.18,3.84 +2197,0.9,Good,E,SI2,63.4,62.0,3139,6.0,6.02,3.81 +5484,0.7,Ideal,D,VS1,62.3,55.0,3840,5.64,5.68,3.53 +50508,0.54,Ideal,G,IF,62.3,56.0,2271,5.19,5.21,3.24 +17722,0.33,Very Good,H,VVS2,61.9,55.0,614,4.44,4.46,2.75 +594,0.71,Ideal,F,SI1,59.8,53.0,2838,5.86,5.82,3.49 +33851,0.3,Ideal,F,VS1,61.4,56.0,844,4.37,4.33,2.67 +31371,0.3,Ideal,D,VS1,61.0,57.0,761,4.3,4.33,2.63 +2950,0.72,Ideal,F,VS1,61.1,56.0,3294,5.79,5.76,3.53 +52045,0.76,Premium,E,SI2,62.4,58.0,2451,5.83,5.86,3.65 +32918,0.42,Ideal,D,SI1,61.8,57.0,810,4.77,4.81,2.96 +9152,1.1,Very Good,E,SI2,60.9,60.0,4539,6.61,6.66,4.04 +36779,0.3,Ideal,E,VVS1,61.8,56.0,956,4.31,4.3,2.66 +21388,0.34,Ideal,D,SI1,62.3,57.0,626,4.44,4.48,2.78 +644,0.71,Very Good,E,VS2,59.4,58.0,2843,5.76,5.82,3.44 +34070,0.5,Fair,E,SI2,58.0,67.0,851,5.26,5.17,3.02 +46410,0.52,Ideal,F,VS1,62.1,56.0,1767,5.14,5.2,3.2 +42237,0.64,Very Good,H,SI2,64.2,58.0,1292,5.43,5.48,3.5 +35759,0.41,Very Good,D,VS2,62.1,53.0,912,4.78,4.82,2.98 +9236,1.01,Good,H,SI1,63.3,58.0,4559,6.37,6.4,4.04 +16834,1.01,Very Good,F,VS2,63.6,59.0,6714,6.3,6.34,4.02 +22070,1.7,Premium,G,SI2,58.9,62.0,10091,7.79,7.72,4.57 +21212,1.29,Premium,G,VS1,62.4,58.0,9354,6.89,6.86,4.29 +12210,1.22,Very Good,H,SI2,63.1,59.0,5192,6.81,6.75,4.28 +40864,0.56,Very Good,I,SI1,61.8,56.0,1175,5.22,5.3,3.25 +14036,1.05,Ideal,H,SI1,60.8,56.0,5704,6.62,6.58,4.01 +20376,0.31,Very Good,G,VS1,62.0,59.0,625,4.28,4.3,2.66 +12354,1.01,Good,H,VS2,60.8,61.0,5229,6.43,6.5,3.93 +16823,1.23,Very Good,D,SI2,62.3,58.0,6710,6.78,6.81,4.23 +349,0.82,Ideal,H,VS2,61.5,56.0,2804,6.01,6.08,3.72 +35712,0.3,Premium,D,VS2,60.9,58.0,911,4.35,4.32,2.64 +11418,1.16,Ideal,E,SI2,59.9,57.0,5001,6.8,6.82,4.08 +26249,2.02,Fair,H,SI1,56.2,61.0,15695,8.8,8.33,4.81 +22783,1.67,Ideal,I,VS1,61.2,57.0,10802,7.69,7.66,4.7 +47637,0.51,Premium,D,VS2,60.5,60.0,1882,5.19,5.16,3.13 +3079,0.7,Good,D,VVS2,63.7,55.0,3312,5.66,5.61,3.59 +13853,1.0,Good,D,VS2,63.6,56.0,5645,6.38,6.27,4.02 +38592,0.43,Ideal,G,VVS1,61.4,57.0,1037,4.85,4.89,2.99 +21806,1.21,Very Good,G,VVS2,60.4,56.0,9878,6.96,6.91,4.19 +4791,1.0,Good,E,SI1,57.6,65.0,3696,6.47,6.44,3.72 +20927,1.0,Very Good,E,VVS2,59.5,59.0,9139,6.54,6.58,3.9 +46853,0.51,Premium,D,VS2,61.9,62.0,1812,5.12,5.09,3.16 +17800,1.16,Ideal,H,VS1,62.4,56.0,7175,6.71,6.73,4.19 +26197,2.01,Very Good,G,SI2,63.3,58.0,15563,8.01,8.05,5.08 +34375,0.41,Ideal,F,VS2,61.9,56.0,863,4.74,4.76,2.94 +31025,0.31,Ideal,G,VS1,61.9,55.0,749,4.37,4.36,2.7 +25026,0.23,Premium,E,VVS1,60.8,56.0,640,3.99,3.94,2.41 +28147,0.3,Ideal,G,VVS2,61.8,57.0,665,4.29,4.32,2.66 +5488,0.9,Ideal,G,SI1,62.6,56.0,3841,6.16,6.23,3.88 +24559,1.59,Very Good,D,VS2,61.4,60.0,12846,7.47,7.6,4.63 +27732,2.55,Premium,I,VS1,61.8,62.0,18766,8.7,8.65,5.36 +26172,1.5,Very Good,F,VS1,61.9,58.0,15508,7.34,7.4,4.56 +35908,0.4,Ideal,F,SI1,62.6,54.0,918,4.77,4.7,2.96 +19009,1.21,Very Good,F,VS2,63.3,58.0,7826,6.73,6.67,4.24 +35045,0.42,Premium,F,VS2,61.9,58.0,884,4.76,4.8,2.96 +26127,2.04,Very Good,I,SI1,63.1,58.0,15412,8.06,7.99,5.06 +43855,0.55,Premium,G,VS2,59.6,59.0,1448,5.32,5.36,3.18 +34251,0.38,Ideal,G,SI1,60.9,56.0,855,4.71,4.68,2.86 +26537,2.42,Premium,J,SI2,62.3,58.0,16198,8.63,8.55,5.35 +48559,0.63,Very Good,H,VS1,61.1,57.0,1991,5.5,5.54,3.37 +2245,0.7,Good,E,VS1,61.2,58.0,3148,5.66,5.72,3.48 +4965,0.9,Good,G,SI1,63.7,58.0,3734,6.09,6.12,3.89 +24682,1.74,Premium,I,VS1,62.5,57.0,13037,7.71,7.67,4.81 +30969,0.38,Premium,I,SI1,60.2,60.0,746,4.68,4.65,2.81 +16221,1.03,Premium,F,VS2,62.0,58.0,6484,6.5,6.46,4.02 +4473,0.98,Fair,F,SI1,61.8,66.0,3622,6.38,6.27,3.91 +36746,0.4,Good,D,VS1,60.5,63.0,954,4.75,4.77,2.88 +53879,0.51,Ideal,E,VVS1,61.9,54.0,2745,5.17,5.11,3.18 +47552,0.51,Premium,D,VS1,59.5,57.0,1873,5.24,5.21,3.11 +4926,1.08,Very Good,E,SI2,63.5,56.0,3726,6.53,6.48,4.13 +34812,0.39,Premium,G,SI1,62.4,58.0,878,4.72,4.67,2.93 +46007,0.57,Very Good,H,VVS2,60.2,56.0,1726,5.41,5.44,3.27 +4220,0.9,Very Good,F,SI2,62.4,58.0,3569,6.15,6.19,3.85 +34557,0.4,Premium,G,SI1,59.4,60.0,870,4.85,4.82,2.87 +11777,1.21,Premium,H,SI2,60.0,61.0,5082,6.88,6.79,4.1 +39911,0.5,Ideal,E,SI2,61.8,58.0,1104,5.08,5.11,3.15 +36083,0.33,Ideal,G,IF,61.0,57.0,925,4.45,4.48,2.72 +3474,0.94,Very Good,H,SI2,61.9,57.0,3394,6.21,6.29,3.87 +31760,0.4,Ideal,D,SI1,61.8,55.0,772,4.74,4.78,2.94 +47879,0.52,Ideal,G,VVS2,62.3,55.0,1911,5.12,5.16,3.2 +34317,0.31,Very Good,F,VVS1,61.4,56.0,859,4.37,4.4,2.69 +3100,0.52,Ideal,D,VVS1,60.9,56.0,3321,5.2,5.24,3.18 +1539,0.9,Ideal,I,SI2,62.0,56.0,3001,6.16,6.2,3.83 +25476,1.5,Very Good,F,VS2,61.3,61.0,14242,7.33,7.36,4.5 +38683,0.3,Ideal,F,VVS1,61.9,55.0,1041,4.32,4.34,2.68 +25828,1.18,Ideal,E,IF,61.1,56.0,14847,6.78,6.91,4.18 +23779,1.05,Premium,E,IF,59.0,58.0,11838,6.66,6.7,3.94 +9729,0.9,Good,F,VS2,60.0,58.0,4655,6.21,6.26,3.74 +33175,0.41,Premium,E,SI2,59.5,62.0,818,4.84,4.8,2.87 +15873,1.26,Premium,I,VS2,61.2,59.0,6350,7.03,6.9,4.26 +47330,0.23,Very Good,F,VVS1,59.3,58.0,530,4.02,4.04,2.39 +18130,1.51,Good,H,SI2,59.9,64.0,7340,7.53,7.39,4.47 +4139,0.77,Ideal,G,VS2,62.1,56.0,3544,5.84,5.88,3.64 +24577,1.51,Very Good,G,VS2,63.5,57.0,12872,7.23,7.19,4.58 +10968,1.14,Very Good,J,VS1,61.5,59.0,4905,6.64,6.75,4.11 +31086,0.33,Premium,G,VVS2,60.6,58.0,752,4.47,4.5,2.72 +35085,0.3,Ideal,F,IF,62.0,58.0,886,4.25,4.3,2.65 +23802,1.5,Premium,D,SI1,62.1,60.0,11863,7.28,7.22,4.5 +10978,1.01,Good,H,VS2,59.6,64.0,4909,6.53,6.45,3.87 +35437,0.32,Premium,E,VS2,60.5,59.0,900,4.43,4.39,2.67 +39950,0.24,Good,F,IF,65.1,58.0,492,3.86,3.88,2.52 +17608,1.33,Premium,E,SI2,62.5,58.0,7090,7.03,6.99,4.38 +18031,0.35,Ideal,I,VVS2,62.3,57.0,614,4.49,4.53,2.81 +44738,0.5,Ideal,E,SI1,61.8,56.0,1617,5.11,5.07,3.14 +5073,0.9,Fair,F,VS1,65.7,59.0,3750,5.96,5.92,3.9 +53833,0.72,Ideal,F,SI1,62.0,55.0,2737,5.76,5.79,3.58 +27148,1.59,Ideal,F,VS1,62.9,57.0,17366,7.38,7.48,4.62 +20315,1.09,Ideal,F,VS1,61.7,57.0,8730,6.58,6.62,4.07 +43714,0.51,Ideal,E,SI1,60.8,57.0,1437,5.17,5.22,3.16 +29198,0.33,Very Good,I,IF,59.0,61.0,694,4.49,4.56,2.67 +9812,1.11,Premium,G,SI2,61.5,58.0,4670,6.6,6.67,4.08 +28553,0.3,Premium,H,VS1,61.3,58.0,675,4.32,4.29,2.64 +25863,2.04,Premium,H,SI2,60.8,58.0,14945,8.23,8.14,4.98 +24604,1.75,Good,D,SI1,63.8,57.0,12918,7.63,7.53,4.84 +17093,1.04,Ideal,F,VS2,62.1,57.0,6814,6.53,6.48,4.04 +5766,0.78,Very Good,E,VS1,61.5,60.0,3898,5.86,5.92,3.62 +45434,0.52,Very Good,E,VS2,63.3,56.0,1670,5.12,5.08,3.23 +19543,1.59,Ideal,J,SI1,62.4,55.0,8176,7.45,7.48,4.66 +29114,0.34,Premium,H,VS2,62.4,60.0,689,4.44,4.41,2.76 +34929,0.32,Good,J,SI1,63.2,56.0,374,4.31,4.36,2.74 +45120,0.52,Ideal,D,SI1,62.5,56.0,1651,5.19,5.14,3.23 +12556,1.21,Ideal,J,VS2,62.6,54.2,5275,6.79,6.81,4.26 +19601,1.51,Very Good,I,VS2,63.1,56.0,8223,7.26,7.32,4.6 +53757,0.84,Fair,G,VS1,55.6,64.0,2724,6.42,6.32,3.54 +21570,1.1,Ideal,F,VS1,61.5,56.0,9669,6.63,6.66,4.09 +1814,0.65,Very Good,D,VVS2,59.9,58.0,3056,5.63,5.69,3.39 +25755,2.09,Very Good,I,SI2,63.0,57.0,14704,8.09,8.13,5.11 +17772,1.56,Premium,I,SI1,61.7,59.0,7155,7.44,7.38,4.57 +14127,1.0,Ideal,E,SI1,62.8,54.2,5728,6.32,6.4,4.01 +53898,1.02,Good,H,I1,64.3,63.0,2751,6.28,6.23,4.02 +10473,1.01,Fair,F,VS2,64.8,56.0,4791,6.3,6.25,4.07 +25328,2.02,Good,I,SI2,58.2,57.0,14027,8.31,8.35,4.85 +26218,2.1,Premium,I,SI1,59.9,61.0,15615,8.34,8.26,4.97 +49475,0.72,Very Good,G,SI2,60.6,61.0,2114,5.73,5.79,3.49 +11979,1.08,Ideal,H,SI2,61.4,57.0,5141,6.66,6.6,4.07 +26723,0.32,Ideal,F,VS2,61.6,57.0,645,4.4,4.43,2.72 +49165,0.58,Premium,G,VS1,59.9,58.0,2071,5.49,5.37,3.25 +8699,0.9,Good,G,VS1,63.6,58.0,4460,6.12,6.09,3.88 +21579,1.51,Premium,I,VS2,60.5,59.0,9682,7.44,7.41,4.49 +1922,0.91,Very Good,J,VS1,63.5,55.0,3082,6.22,6.12,3.92 +10472,1.01,Fair,F,VS2,64.8,56.0,4791,6.3,6.25,4.07 +16725,0.38,Ideal,I,SI1,61.7,56.0,610,4.64,4.67,2.87 +8716,0.37,Ideal,G,SI1,62.0,55.0,586,4.62,4.64,2.87 +17603,1.21,Ideal,E,SI1,62.3,56.0,7088,6.87,6.81,4.26 +30781,0.4,Ideal,D,SI1,62.5,55.0,741,4.71,4.73,2.95 +17085,1.28,Very Good,D,SI2,61.2,58.0,6811,6.96,7.09,4.3 +40645,0.45,Very Good,G,VS1,60.0,57.1,1154,4.99,5.03,3.0 +30988,0.37,Very Good,F,VS2,61.0,58.0,746,4.61,4.63,2.82 +15199,1.01,Very Good,G,VS2,61.9,56.0,6105,6.34,6.42,3.95 +10456,1.0,Ideal,H,SI1,60.3,56.0,4788,6.54,6.52,3.94 +24260,1.5,Very Good,E,VS2,59.4,62.0,12474,7.4,7.48,4.42 +10202,0.9,Very Good,H,VVS2,62.4,58.0,4740,6.12,6.15,3.83 +27883,0.3,Very Good,G,VVS2,62.3,57.0,655,4.26,4.28,2.66 +34902,0.33,Ideal,F,VVS1,61.8,53.0,880,4.48,4.51,2.78 +52235,0.6,Very Good,G,VVS1,60.0,58.0,2485,5.53,5.43,3.29 +24109,1.13,Ideal,D,VVS2,61.7,57.0,12261,6.68,6.65,4.11 +45392,0.54,Premium,D,SI1,60.0,58.0,1667,5.3,5.26,3.17 +36635,0.41,Very Good,D,SI1,63.2,58.0,947,4.77,4.72,3.0 +46228,0.5,Very Good,D,VS2,62.8,58.0,1752,5.05,5.08,3.18 +15107,1.21,Premium,E,SI2,61.9,60.0,6071,6.78,6.73,4.18 +31175,0.35,Ideal,G,VVS2,61.8,55.0,756,4.54,4.56,2.81 +39520,0.36,Premium,E,VS2,62.0,57.0,1080,4.57,4.52,2.82 +6347,1.0,Premium,H,SI2,62.7,59.0,4032,6.35,6.31,3.97 +41999,0.43,Ideal,D,VS1,62.1,56.0,1264,4.87,4.85,3.02 +6399,1.01,Premium,G,SI2,62.1,61.0,4038,6.38,6.27,3.93 +50579,0.56,Ideal,G,IF,62.0,56.0,2279,5.28,5.33,3.29 +4798,0.77,Ideal,E,VS1,62.0,56.0,3697,5.87,5.9,3.65 +49926,0.7,Very Good,E,SI1,59.1,63.0,2184,5.89,5.81,3.46 +3864,0.86,Ideal,E,SI2,60.0,56.0,3478,6.22,6.24,3.74 +34226,0.4,Good,I,VS2,63.8,54.0,855,4.72,4.68,3.0 +29801,0.3,Ideal,D,SI1,61.6,57.0,709,4.32,4.28,2.65 +25366,0.28,Very Good,D,VVS1,60.6,58.0,642,4.23,4.25,2.57 +43845,0.58,Ideal,G,SI1,62.2,55.0,1446,5.33,5.37,3.33 +29627,0.3,Good,J,VS2,64.1,58.0,441,4.26,4.23,2.72 +1392,0.24,Ideal,G,VVS1,62.0,56.0,559,3.97,4.01,2.47 +20174,1.02,Very Good,F,VVS2,59.4,59.0,8627,6.58,6.69,3.94 +42936,0.32,Premium,I,VS1,61.9,58.0,505,4.36,4.4,2.71 +51502,0.7,Ideal,F,SI1,62.3,56.0,2382,5.65,5.68,3.53 +21541,1.01,Very Good,E,VVS2,63.4,56.0,9642,6.32,6.37,4.02 +27917,0.32,Very Good,D,VS2,62.9,59.0,657,4.36,4.39,2.75 +20607,1.0,Very Good,E,VVS2,63.5,55.0,8910,6.36,6.31,4.02 +51412,0.73,Premium,I,VS1,60.3,58.0,2371,5.83,5.87,3.53 +10595,1.02,Ideal,E,SI2,61.6,55.0,4824,6.46,6.52,4.0 +26203,1.5,Fair,E,VS1,65.4,57.0,15584,7.14,7.07,4.65 +27724,2.01,Ideal,G,SI1,62.2,56.0,18741,8.02,7.97,4.97 +36755,0.33,Ideal,D,VVS2,61.1,56.0,955,4.44,4.46,2.72 +18731,1.19,Ideal,H,VVS2,61.6,56.0,7651,6.78,6.86,4.2 +30299,0.3,Ideal,D,SI2,61.1,55.0,447,4.32,4.35,2.65 +33047,0.3,Ideal,F,VVS1,62.2,57.0,814,4.28,4.31,2.67 +25605,1.51,Premium,F,VS2,61.9,59.0,14465,7.39,7.31,4.55 +49609,0.7,Very Good,H,VS2,61.4,54.0,2138,5.77,5.66,3.51 +46235,0.58,Ideal,E,VS2,62.0,57.0,1752,5.33,5.35,3.31 +47706,0.58,Ideal,E,VS2,61.1,57.0,1884,5.39,5.41,3.3 +24930,1.5,Ideal,G,VS1,61.8,56.0,13377,7.38,7.31,4.54 +42875,0.45,Ideal,G,VVS1,61.7,56.0,1358,4.96,4.93,3.05 +3795,0.71,Very Good,E,VS1,61.6,59.0,3464,5.65,5.72,3.5 +27996,0.3,Ideal,E,VS2,61.2,55.0,658,4.31,4.35,2.65 +32182,0.39,Premium,G,VS2,62.3,59.0,787,4.65,4.69,2.91 +41939,0.45,Premium,G,VVS1,60.8,58.0,1263,4.92,4.98,3.01 +8524,1.05,Very Good,G,SI2,63.5,57.0,4427,6.39,6.43,4.07 +36799,0.34,Premium,E,VS2,62.8,58.0,956,4.45,4.43,2.79 +25177,1.54,Ideal,G,VS2,60.6,57.0,13761,7.55,7.49,4.56 +31677,0.26,Ideal,E,VVS1,62.0,56.0,769,4.13,4.09,2.55 +17468,0.91,Premium,E,VVS2,61.1,61.0,7006,6.24,6.2,3.8 +30056,0.41,Premium,G,SI1,61.3,58.0,719,4.76,4.8,2.93 +5860,0.91,Good,H,VS2,63.1,59.0,3921,6.13,6.16,3.88 +39524,0.51,Premium,I,SI1,62.7,59.0,1080,5.09,5.06,3.18 +7031,0.94,Premium,G,SI1,61.3,61.0,4159,6.33,6.27,3.86 +23483,1.5,Premium,F,SI1,61.4,59.0,11484,7.31,7.34,4.5 +18870,1.41,Good,G,SI1,63.7,57.0,7738,7.13,7.03,4.51 +2315,1.01,Premium,H,I1,58.1,59.0,3167,6.66,6.6,0.0 +49054,0.7,Very Good,G,SI2,60.6,58.0,2057,5.72,5.77,3.48 +42477,0.51,Very Good,E,SI1,60.8,55.0,1318,5.17,5.2,3.15 +52352,0.7,Fair,H,VVS2,65.8,58.0,2500,5.49,5.42,3.59 +25200,2.1,Very Good,H,SI2,63.3,57.0,13790,8.2,8.08,5.15 +13095,1.09,Ideal,I,VS2,61.9,56.0,5421,6.62,6.67,4.09 +10008,0.9,Very Good,E,VS2,62.2,56.0,4707,6.12,6.17,3.82 +52566,0.9,Fair,F,SI2,69.0,59.0,2536,5.89,5.82,4.04 +40164,0.47,Premium,G,VS2,61.0,59.0,1116,5.03,5.0,3.06 +50534,0.57,Premium,E,VS2,62.2,59.0,2274,5.29,5.26,3.28 +34027,0.44,Premium,D,SI1,61.9,59.0,849,4.86,4.9,3.02 +53796,0.62,Ideal,E,VS1,61.3,56.0,2731,5.52,5.54,3.39 +1900,0.72,Premium,E,VS2,62.5,59.0,3078,5.7,5.73,3.57 +7134,1.0,Ideal,I,SI1,62.7,56.0,4174,6.33,6.37,3.98 +26271,2.48,Very Good,H,SI2,63.3,56.0,15746,8.6,8.55,5.43 +23356,0.3,Ideal,I,SI1,61.5,57.0,422,4.3,4.35,2.66 +34203,0.33,Ideal,F,VS2,62.3,56.0,854,4.45,4.41,2.76 +30399,0.32,Ideal,H,VVS1,61.9,56.0,730,4.38,4.41,2.72 +27410,2.09,Premium,F,SI2,61.7,59.0,18002,8.23,8.21,5.07 +4196,0.93,Very Good,I,VS2,63.5,57.0,3563,6.13,6.21,3.92 +37360,0.4,Premium,G,VVS2,59.7,58.0,982,4.78,4.8,2.86 +5741,0.9,Very Good,F,SI1,61.1,56.0,3893,6.23,6.3,3.83 +48815,0.56,Ideal,D,VS1,61.7,56.0,2026,5.33,5.3,3.28 +52683,0.71,Ideal,D,SI2,62.7,55.0,2551,5.67,5.71,3.57 +17635,1.02,Premium,D,VS2,62.7,58.0,7101,6.44,6.35,4.01 +34434,0.3,Ideal,G,IF,61.9,55.0,863,4.33,4.36,2.69 +23067,2.01,Good,G,SI2,63.6,59.0,11096,7.97,7.9,5.05 +16228,1.01,Premium,E,VS2,62.4,60.0,6488,6.39,6.43,4.0 +32965,0.32,Premium,H,SI1,62.3,60.0,461,4.36,4.4,2.73 +34194,0.33,Premium,F,VS2,60.1,58.0,854,4.47,4.45,2.68 +3813,0.9,Very Good,F,SI2,61.3,60.0,3468,6.18,6.22,3.8 +36076,0.4,Premium,D,SI1,62.5,61.0,924,4.69,4.66,2.92 +4456,1.01,Very Good,J,VS2,63.3,54.0,3620,6.42,6.34,4.04 +50546,0.71,Premium,F,SI2,62.1,60.0,2275,5.7,5.66,3.53 +46531,0.51,Premium,G,VS1,62.9,58.0,1781,5.1,5.05,3.19 +34815,0.41,Very Good,F,SI1,63.1,56.0,878,4.73,4.69,2.97 +15658,1.36,Very Good,H,SI2,61.5,58.0,6279,7.09,7.16,4.38 +42497,0.53,Very Good,F,SI1,61.5,59.0,1320,5.15,5.19,3.18 +44546,0.57,Very Good,H,VS2,61.7,54.8,1605,5.34,5.37,3.3 +50806,0.7,Premium,F,SI1,59.9,58.0,2306,5.73,5.69,3.42 +33066,0.32,Ideal,H,IF,61.1,56.0,814,4.45,4.48,2.73 +44402,0.43,Ideal,D,VVS1,62.3,56.0,1584,4.81,4.82,3.0 +385,1.0,Fair,J,VS2,65.7,59.0,2811,6.14,6.07,4.01 +47196,0.59,Very Good,E,VS2,59.9,56.0,1838,5.46,5.49,3.28 +44540,0.51,Very Good,F,VS1,61.4,60.0,1604,5.07,5.13,3.13 +25891,1.73,Very Good,G,VS1,62.8,57.0,15014,7.57,7.72,4.8 +44551,0.55,Ideal,G,SI1,61.9,57.0,1605,5.23,5.27,3.25 +29037,0.42,Good,G,SI1,63.1,56.0,687,4.75,4.79,3.01 +41391,0.42,Premium,F,VVS2,61.7,59.0,1221,4.82,4.78,2.96 +5666,1.0,Premium,F,SI1,59.4,62.0,3881,6.55,6.52,3.88 +41563,0.51,Ideal,G,SI1,61.7,54.0,1237,5.14,5.2,3.19 +32946,0.34,Ideal,I,SI1,62.4,56.0,459,4.45,4.49,2.79 +32279,0.3,Very Good,E,VVS2,61.3,59.0,789,4.3,4.32,2.64 +32981,0.37,Ideal,E,VS2,61.5,56.0,811,4.59,4.62,2.83 +4480,0.81,Ideal,F,VS2,61.8,55.0,3624,5.96,5.92,3.67 +27937,0.25,Ideal,F,SI1,61.5,56.0,430,4.06,4.09,2.5 +23990,1.46,Premium,G,VS1,62.3,58.0,12151,7.2,7.25,4.5 +32694,0.31,Very Good,G,VS1,63.2,56.0,802,4.29,4.28,2.71 +16109,1.0,Very Good,D,VS2,63.1,59.0,6440,6.26,6.36,3.98 +24565,2.05,Premium,G,SI2,62.1,56.0,12857,8.18,8.1,5.04 +43609,0.34,Very Good,G,SI1,60.8,59.0,507,4.46,4.56,2.74 +33226,0.36,Ideal,H,VVS1,62.3,56.0,821,4.54,4.57,2.84 +5347,0.93,Premium,D,SI1,60.8,60.0,3812,6.3,6.24,3.81 +31028,0.31,Ideal,F,VS2,60.8,57.0,749,4.41,4.38,2.67 +37177,0.32,Ideal,D,VS2,62.6,55.0,972,4.39,4.37,2.74 +44964,0.53,Premium,F,VS2,62.1,58.0,1636,5.21,5.16,3.22 +48673,0.5,Very Good,E,VVS2,60.9,59.0,2003,5.07,5.11,3.1 +32662,0.31,Premium,H,VVS2,61.9,58.0,802,4.33,4.3,2.67 +17912,1.01,Good,E,VS1,63.4,58.0,7234,6.36,6.38,4.04 +40435,0.36,Ideal,F,IF,62.2,55.0,1137,4.57,4.62,2.86 +15263,1.11,Ideal,D,SI2,61.3,56.0,6129,6.68,6.74,4.12 +52148,0.71,Ideal,E,SI2,61.5,57.0,2470,5.74,5.78,3.54 +28274,0.24,Very Good,E,VS2,64.1,59.0,362,3.88,3.92,2.5 +22313,1.5,Fair,G,SI1,64.5,57.0,10352,7.15,7.09,4.59 +843,0.79,Premium,E,SI2,61.0,58.0,2868,5.96,5.9,3.62 +34184,0.33,Premium,G,VS1,61.6,58.0,854,4.44,4.39,2.72 +18516,1.17,Ideal,G,VS2,61.3,56.0,7548,6.81,6.79,4.17 +21407,1.39,Ideal,D,SI1,61.9,52.0,9519,7.24,7.25,4.48 +47963,0.57,Ideal,E,VS2,60.8,56.0,1919,5.34,5.37,3.26 +24767,1.72,Premium,H,VS2,61.9,56.0,13122,7.74,7.67,4.77 +35195,0.31,Ideal,G,IF,61.6,55.0,891,4.35,4.38,2.69 +44606,0.53,Premium,G,VS2,62.0,58.0,1607,5.21,5.18,3.22 +19975,1.2,Good,D,VS2,62.4,60.0,8521,6.69,6.77,4.2 +41709,0.51,Very Good,G,SI1,62.7,59.0,1243,5.07,5.13,3.2 +24255,1.5,Ideal,F,SI1,62.0,60.0,12466,7.32,7.29,4.53 +50283,0.3,Very Good,H,VS1,62.3,56.0,541,4.29,4.32,2.68 +14439,1.15,Very Good,H,VS2,60.3,59.0,5831,6.75,6.79,4.08 +32821,0.34,Ideal,D,VS2,62.5,57.0,805,4.4,4.47,2.77 +8131,1.01,Ideal,E,SI2,62.1,56.0,4355,6.39,6.43,3.98 +44994,0.31,Premium,I,SI1,60.7,60.0,523,4.37,4.33,2.64 +36646,0.43,Good,F,SI1,63.6,53.0,948,4.83,4.79,3.06 +19079,1.33,Ideal,H,VS2,62.6,57.0,7850,7.02,6.98,4.38 +31417,0.3,Ideal,G,VVS1,61.6,58.0,764,4.31,4.32,2.66 +2938,0.77,Premium,D,VS2,61.8,58.0,3291,5.84,5.81,3.6 +20628,1.54,Ideal,G,SI2,62.3,60.0,8923,7.29,7.34,4.56 +47448,0.53,Ideal,D,VS2,61.2,56.0,1857,5.2,5.23,3.19 +34761,0.41,Premium,E,SI2,61.3,59.0,876,4.85,4.8,2.96 +39201,0.41,Good,F,VVS2,63.6,56.0,1064,4.72,4.68,2.99 +37882,0.4,Ideal,E,VS1,61.2,55.0,1005,4.79,4.76,2.92 +46649,0.3,Very Good,G,VS2,63.0,55.0,526,4.29,4.31,2.71 +17025,2.0,Fair,J,I1,66.5,56.0,6796,7.93,7.8,5.23 +30532,0.3,Ideal,G,VVS1,60.6,57.0,734,4.36,4.38,2.65 +35836,0.42,Very Good,G,SI1,61.7,55.0,916,4.78,4.81,2.96 +38925,0.51,Premium,G,SI2,60.8,59.0,1052,5.2,5.19,3.16 +21870,1.25,Ideal,D,VS2,62.6,56.0,9933,6.84,6.87,4.29 +10858,1.11,Fair,E,SI2,64.7,61.0,4873,6.42,6.39,4.14 +51215,0.7,Premium,G,SI1,60.3,61.0,2352,5.75,5.72,3.46 +28111,0.36,Premium,D,SI1,61.4,58.0,663,4.56,4.59,2.81 +30339,0.34,Premium,F,SI1,59.3,60.0,727,4.58,4.52,2.7 +52459,0.7,Ideal,G,VS2,61.2,57.0,2515,5.77,5.7,3.51 +8286,1.0,Very Good,F,SI2,62.2,55.0,4383,6.39,6.44,3.99 +2133,0.9,Very Good,G,SI2,64.2,56.0,3123,6.04,6.11,3.9 +40570,0.52,Ideal,G,SI2,63.0,55.0,1151,5.14,5.12,3.23 +20070,0.31,Ideal,G,VS1,62.1,55.0,625,4.33,4.36,2.7 +35627,0.3,Good,H,VS2,63.5,58.0,473,4.24,4.27,2.7 +4010,0.9,Good,F,SI2,63.1,58.0,3519,6.11,6.13,3.86 +39196,0.38,Premium,D,VS1,58.2,58.0,1064,4.81,4.77,2.79 +39385,0.4,Very Good,E,VVS2,63.7,59.0,1075,4.66,4.69,2.98 +17260,1.02,Premium,D,VS2,59.8,61.0,6909,6.61,6.54,3.93 +27296,1.71,Premium,F,VS2,61.4,60.0,17766,7.72,7.62,4.71 +49633,0.32,Premium,I,SI1,61.6,61.0,540,4.4,4.36,2.7 +37515,0.39,Ideal,E,VS2,60.4,56.0,985,4.73,4.7,2.85 +43348,0.51,Ideal,F,SI1,61.3,56.0,1406,5.19,5.16,3.17 +44789,0.5,Premium,E,VS2,61.4,58.0,1624,5.07,5.12,3.13 +14519,1.01,Premium,G,VS2,63.0,56.0,5864,6.41,6.35,4.02 +39697,0.48,Good,G,VS2,65.4,59.0,1088,4.79,4.88,3.16 +35487,0.59,Fair,G,I1,64.6,56.0,903,5.26,5.2,3.38 +39460,0.4,Very Good,D,VVS2,58.3,59.0,1078,4.88,4.9,2.85 +26434,1.55,Premium,F,VS1,62.0,60.0,15966,7.4,7.31,4.56 +1289,0.72,Ideal,G,VS2,61.5,55.0,2952,5.76,5.79,3.55 +8515,1.01,Ideal,J,VS2,62.3,55.0,4425,6.4,6.44,4.0 +46723,0.52,Very Good,G,VVS2,62.0,57.0,1794,5.15,5.19,3.2 +33472,0.32,Ideal,F,VS2,61.3,56.0,828,4.43,4.41,2.71 +19291,1.02,Good,F,VS1,62.6,54.3,8011,6.41,6.45,4.02 +41959,0.23,Very Good,E,VVS2,60.8,61.0,505,3.91,3.94,2.39 +15295,1.4,Ideal,J,SI1,62.7,57.0,6139,7.13,7.09,4.46 +2791,0.91,Very Good,J,VS2,61.0,58.0,3258,6.22,6.3,3.82 +20588,1.07,Ideal,G,VVS1,60.9,56.0,8895,6.6,6.67,4.04 +50874,0.81,Premium,H,SI2,61.6,62.0,2313,6.0,5.92,3.67 +18933,1.59,Premium,D,SI2,59.4,61.0,7779,7.62,7.56,4.51 +30027,0.32,Ideal,G,VS1,62.3,55.0,718,4.41,4.39,2.74 +9850,1.01,Premium,F,SI2,61.9,58.0,4676,6.39,6.34,3.94 +8727,0.27,Very Good,E,VVS2,61.8,59.0,586,4.14,4.18,2.57 +28695,0.43,Ideal,J,VS1,62.1,55.0,679,4.84,4.86,3.01 +48978,0.36,Premium,D,SI2,60.0,58.0,537,4.58,4.62,2.76 +15497,1.12,Ideal,G,VS2,62.1,57.0,6209,6.6,6.63,4.11 +8855,1.0,Very Good,E,SI2,63.5,54.0,4480,6.41,6.35,4.05 +33586,0.35,Very Good,G,IF,62.1,56.0,833,4.54,4.57,2.82 +10873,1.1,Very Good,I,VS1,61.0,59.0,4878,6.65,6.67,4.06 +35337,0.32,Ideal,G,IF,61.7,57.0,898,4.39,4.42,2.72 +42262,0.49,Good,F,VS1,59.2,60.9,1294,5.08,5.18,3.04 +37825,0.33,Premium,E,VS1,61.6,58.0,1002,4.45,4.41,2.73 +14168,1.19,Premium,I,VS1,59.9,61.0,5747,6.91,6.85,4.12 +826,0.71,Ideal,E,VS1,62.2,55.0,2866,5.74,5.7,3.56 +603,0.7,Premium,F,VS2,60.9,61.0,2838,5.71,5.66,3.46 +1329,0.7,Ideal,D,VS2,61.3,57.0,2960,5.72,5.76,3.52 +48810,0.72,Very Good,I,SI1,59.8,58.0,2026,5.84,5.87,3.5 +14050,0.32,Ideal,I,VS1,62.3,56.0,605,4.4,4.37,2.73 +46087,0.56,Ideal,F,VS2,60.0,57.0,1739,5.36,5.38,3.22 +51580,0.61,Premium,F,VVS2,59.7,58.0,2392,5.56,5.53,3.31 +20861,2.17,Premium,F,I1,60.7,59.0,9078,8.43,8.35,5.09 +50786,0.55,Ideal,H,VVS1,61.6,55.0,2303,5.26,5.29,3.25 +2944,1.0,Very Good,J,SI2,63.2,62.0,3293,6.32,6.27,3.98 +7022,1.04,Premium,G,SI2,60.3,62.0,4158,6.56,6.5,3.94 +5797,1.01,Very Good,J,SI2,62.8,59.0,3906,6.34,6.37,3.99 +21404,1.57,Ideal,J,VVS2,61.4,57.0,9516,7.5,7.45,4.59 +37779,0.37,Ideal,E,VS1,61.3,55.0,999,4.68,4.65,2.86 +37472,0.42,Ideal,G,VS1,62.5,54.0,984,4.84,4.79,3.01 +642,0.7,Very Good,E,VS2,60.2,62.0,2843,5.71,5.75,3.45 +25659,1.5,Good,E,VS2,57.8,63.0,14565,7.58,7.53,4.37 +19257,1.39,Premium,H,SI1,62.7,58.0,7986,7.15,7.08,4.46 +49001,0.73,Fair,G,SI2,64.7,60.0,2050,5.68,5.64,3.66 +10255,0.93,Premium,G,VS2,62.2,59.0,4750,6.26,6.21,3.88 +48522,0.54,Ideal,G,VVS2,60.6,56.0,1985,5.26,5.27,3.19 +21553,2.01,Premium,I,SI2,62.5,60.0,9658,8.04,7.95,5.0 +6641,0.92,Good,G,SI1,60.6,60.0,4089,6.29,6.32,3.82 +262,0.87,Very Good,I,SI1,63.6,55.8,2791,6.07,6.1,3.87 +20947,1.05,Ideal,E,VS1,62.1,56.0,9160,6.57,6.48,4.05 +23300,1.59,Premium,H,VS2,62.1,58.0,11333,7.42,7.48,4.63 +51964,0.3,Ideal,H,VS1,62.1,56.0,545,4.28,4.32,2.67 +7769,0.91,Good,G,VS1,63.2,58.0,4284,6.07,6.15,3.86 +25498,1.71,Ideal,H,VS2,61.4,56.0,14292,7.68,7.71,4.72 +18071,1.27,Ideal,H,SI1,59.8,57.0,7297,7.08,7.01,4.22 +46881,0.53,Ideal,E,VS2,62.1,56.0,1813,5.2,5.17,3.22 +32736,0.31,Premium,F,VS2,62.9,59.0,802,4.32,4.27,2.7 +23094,1.13,Ideal,E,VVS2,61.6,56.0,11115,6.69,6.71,4.13 +35550,0.35,Premium,H,VVS2,62.5,58.0,906,4.51,4.48,2.81 +20317,1.22,Premium,F,VS2,62.3,57.0,8731,6.84,6.8,4.25 +47,0.32,Very Good,H,SI2,61.8,55.0,403,4.35,4.42,2.71 +31403,0.3,Ideal,G,VVS1,62.0,58.0,764,4.27,4.31,2.66 +43384,0.5,Premium,E,SI1,59.3,59.0,1410,5.19,5.24,3.09 +46875,0.53,Premium,E,VS2,61.6,57.0,1813,5.21,5.18,3.2 +53225,0.5,Ideal,D,VVS2,61.8,54.1,2639,5.1,5.14,3.16 +23275,1.58,Ideal,E,SI1,61.4,55.0,11294,7.53,7.5,4.61 +18044,0.35,Premium,E,SI1,61.2,58.0,614,4.53,4.59,2.79 +53243,0.71,Very Good,G,SI1,57.5,61.0,2644,5.91,5.96,3.41 +53345,0.7,Ideal,E,SI1,62.6,55.0,2656,5.62,5.66,3.53 +27424,2.01,Good,E,SI1,58.7,59.0,18027,8.23,8.27,4.84 +1275,0.72,Ideal,H,VS1,62.3,55.0,2949,5.72,5.74,3.57 +18056,0.33,Very Good,D,VS2,60.8,60.0,615,4.52,4.46,2.73 +12627,1.25,Ideal,I,SI2,63.3,56.0,5292,6.87,6.83,4.34 +9401,1.05,Ideal,H,SI2,61.9,56.0,4586,6.56,6.49,4.04 +32650,0.31,Premium,H,VVS2,61.4,58.0,802,4.37,4.32,2.67 +34769,0.41,Premium,E,SI2,62.9,58.0,876,4.75,4.72,2.98 +25668,1.11,Ideal,D,VVS1,62.1,55.0,14584,6.63,6.64,4.12 +52653,0.7,Ideal,H,SI1,60.5,57.0,2548,5.81,5.79,3.51 +29124,0.42,Ideal,I,SI1,61.6,55.0,690,4.83,4.85,2.98 +30789,0.3,Ideal,E,VVS2,61.2,56.0,742,4.34,4.38,2.67 +34695,0.3,Ideal,F,IF,61.7,56.0,873,4.31,4.35,2.67 +6718,0.34,Ideal,J,VS1,61.9,55.0,413,4.5,4.54,2.8 +26293,1.52,Good,E,VS1,64.0,55.0,15792,7.27,7.19,4.63 +50792,0.96,Fair,J,I1,59.5,60.0,2304,6.28,6.23,3.72 +4413,1.01,Very Good,I,SI1,58.8,58.0,3610,6.52,6.57,3.85 +44569,0.52,Premium,E,SI1,61.6,58.0,1605,5.17,5.12,3.17 +22965,1.55,Ideal,F,SI1,61.3,56.0,11011,7.45,7.49,4.58 +3548,0.91,Premium,H,SI1,60.9,58.0,3414,6.26,6.22,3.8 +45889,0.54,Ideal,J,VVS2,61.6,57.0,1720,5.25,5.23,3.23 +39127,0.41,Ideal,G,VS2,61.4,54.0,1061,4.84,4.77,2.95 +38356,0.33,Ideal,F,VVS1,61.9,56.0,1021,4.47,4.42,2.75 +14414,1.05,Very Good,D,SI1,60.5,56.0,5821,6.59,6.7,4.0 +16387,1.32,Premium,G,SI1,62.1,59.0,6542,7.03,6.99,4.35 +13089,1.29,Premium,H,SI2,61.0,57.0,5418,7.13,6.95,4.31 +33468,0.32,Premium,F,VS2,60.8,58.0,828,4.44,4.41,2.69 +21760,1.5,Ideal,I,VS2,60.0,61.0,9827,7.39,7.42,4.44 +18717,0.27,Very Good,E,VVS1,61.5,58.0,620,4.16,4.23,2.58 +43545,0.6,Premium,D,SI2,61.3,61.0,1428,5.46,5.4,3.33 +13799,1.0,Very Good,G,VS2,60.6,60.0,5623,6.4,6.5,3.91 +13967,1.02,Premium,F,SI1,60.1,60.0,5686,6.58,6.53,3.94 +26295,1.52,Ideal,F,VS2,62.9,53.0,15792,7.36,7.31,4.61 +38326,0.53,Ideal,H,SI2,61.9,54.0,1020,5.21,5.23,3.23 +28109,0.36,Ideal,D,SI1,62.7,57.0,663,4.54,4.59,2.86 +45308,0.3,Ideal,D,SI1,61.7,57.0,524,4.28,4.31,2.65 +37271,0.26,Ideal,H,VS1,62.2,55.0,482,4.12,4.14,2.57 +53886,0.75,Very Good,I,VVS2,62.0,59.0,2749,5.81,5.83,3.61 +5771,1.13,Premium,E,SI2,62.5,57.0,3898,6.68,6.63,4.16 +37624,0.44,Premium,F,VS2,62.2,58.0,990,4.88,4.83,3.02 +7790,0.92,Premium,G,VS2,61.6,62.0,4287,6.3,6.24,3.86 +17675,1.29,Ideal,F,SI2,61.9,55.0,7126,6.95,7.01,4.32 +7946,1.02,Ideal,H,SI2,60.7,57.0,4319,6.51,6.54,3.96 +49931,0.7,Premium,F,SI2,59.8,56.0,2184,5.78,5.73,3.44 +12755,1.04,Ideal,F,SI1,61.3,55.0,5321,6.51,6.53,4.0 +49923,0.77,Good,I,VS1,64.1,55.0,2184,5.8,5.86,3.73 +37992,0.32,Ideal,F,VVS2,62.1,54.0,1008,4.44,4.41,2.75 +14541,1.18,Good,D,SI2,59.7,61.0,5871,6.83,6.88,4.09 +14028,1.01,Ideal,D,SI1,62.0,55.0,5702,6.39,6.45,3.98 +6113,0.91,Good,H,VS2,62.7,62.0,3979,6.11,6.21,3.86 +36271,0.3,Ideal,G,SI1,62.0,53.0,477,4.33,4.38,2.7 +50146,0.71,Good,G,SI1,63.9,56.0,2215,5.62,5.59,3.58 +18649,1.03,Premium,E,VS1,61.5,58.0,7614,6.55,6.43,3.99 +24739,1.75,Premium,H,SI1,61.4,59.0,13081,7.79,7.69,4.75 +23696,1.51,Premium,D,SI1,62.5,60.0,11760,7.27,7.23,4.54 +34443,0.31,Ideal,E,VVS2,61.3,55.0,864,4.34,4.37,2.67 +17221,1.21,Ideal,E,SI1,62.0,56.0,6887,6.83,6.76,4.21 +33218,0.34,Premium,G,VS1,62.2,55.0,821,4.52,4.48,2.8 +17898,2.3,Premium,G,I1,60.2,59.0,7226,8.71,8.56,5.19 +15680,1.01,Good,F,VS2,61.7,58.0,6288,6.3,6.34,3.9 +51375,0.7,Good,H,VS1,63.9,58.0,2367,5.67,5.59,3.6 +32044,0.32,Ideal,G,VVS1,61.7,56.0,779,4.39,4.42,2.72 +3320,0.71,Ideal,D,VS2,62.4,56.0,3372,5.74,5.7,3.57 +25871,1.8,Ideal,I,VS1,62.4,54.0,14959,7.77,7.8,4.86 +35176,0.31,Ideal,G,IF,61.8,56.0,891,4.33,4.37,2.69 +3696,0.7,Ideal,D,VS2,62.7,57.0,3448,5.65,5.67,3.55 +30966,0.39,Premium,G,SI2,62.7,54.0,746,4.71,4.64,2.93 +323,0.71,Premium,F,VS2,62.8,57.0,2801,5.69,5.64,3.56 +41182,0.4,Premium,D,VS1,62.1,58.0,1200,4.73,4.7,2.93 +5020,1.13,Premium,G,I1,61.2,58.0,3746,6.77,6.66,4.11 +23991,1.5,Very Good,H,VS1,59.6,60.0,12152,7.39,7.42,4.41 +8254,1.11,Ideal,I,SI2,61.9,57.0,4377,6.62,6.66,4.11 +44246,0.51,Premium,F,VS2,62.3,60.0,1574,5.1,5.07,3.17 +40794,0.46,Good,F,VS1,59.9,61.9,1168,5.02,5.06,3.01 +37762,0.53,Ideal,J,SI1,61.6,55.0,999,5.2,5.23,3.21 +49327,0.51,Ideal,F,VVS2,61.2,56.0,2093,5.17,5.19,3.17 +18972,1.56,Ideal,J,VS2,62.4,57.0,7809,7.39,7.46,4.63 +43203,0.5,Very Good,D,SI1,62.8,61.0,1395,5.04,5.08,3.18 +38348,0.48,Premium,F,SI1,59.6,59.0,1020,5.13,5.11,3.05 +6318,0.94,Premium,E,SI2,62.4,58.0,4027,6.33,6.26,3.93 +8317,1.1,Ideal,J,SI1,61.5,55.0,4390,6.65,6.68,4.1 +18673,1.08,Ideal,G,VS1,61.8,58.0,7635,6.56,6.58,4.06 +46298,0.3,Good,H,VS1,63.1,57.0,526,4.24,4.26,2.68 +43925,0.28,Ideal,H,VVS2,61.2,55.0,514,4.18,4.22,2.57 +12787,1.0,Fair,D,SI1,65.5,60.0,5331,6.18,6.12,4.03 +23977,1.7,Good,H,VS2,63.3,57.0,12117,7.54,7.59,4.79 +42366,0.35,Ideal,D,VVS1,61.0,55.0,1303,4.62,4.59,2.81 +30444,0.29,Very Good,F,VVS1,60.5,57.0,731,4.31,4.34,2.61 +35894,0.32,Ideal,G,IF,61.8,55.0,918,4.42,4.45,2.74 +12511,0.92,Good,D,SI1,60.2,56.0,5259,6.28,6.32,3.79 +11720,0.34,Ideal,E,SI1,61.4,54.0,596,4.5,4.53,2.77 +23409,2.0,Good,I,SI2,64.2,52.0,11400,7.91,7.88,5.07 +38761,0.51,Ideal,F,SI2,62.7,57.0,1046,5.08,5.1,3.19 +23760,1.71,Ideal,E,SI2,61.9,57.0,11816,7.69,7.65,4.75 +52156,0.73,Very Good,F,SI1,59.7,60.0,2473,5.83,5.9,3.5 +25104,1.59,Very Good,D,SI1,62.8,54.0,13631,7.43,7.48,4.68 +20220,1.54,Premium,J,VVS2,61.1,59.0,8652,7.45,7.4,4.54 +16195,1.07,Premium,G,VS2,60.5,56.0,6471,6.71,6.64,4.04 +15952,1.14,Fair,G,VS1,57.5,67.0,6381,0.0,0.0,0.0 +23004,1.3,Premium,G,VVS1,60.5,60.0,11061,7.01,7.05,4.25 +3214,0.9,Good,H,SI2,61.3,61.0,3348,6.11,6.16,3.76 +3077,0.9,Premium,D,SI2,62.5,59.0,3312,6.18,6.13,3.85 +38173,0.42,Ideal,E,VS1,61.7,57.0,1014,4.78,4.81,2.96 +5319,1.08,Premium,I,SI2,62.7,57.0,3805,6.57,6.53,4.11 +49,0.25,Very Good,E,VS2,63.3,60.0,404,4.0,4.03,2.54 +42648,0.4,Very Good,E,VVS1,61.2,61.0,1333,4.7,4.74,2.89 +26392,2.0,Premium,G,SI2,62.1,59.0,15897,8.12,8.02,5.01 +34477,0.38,Ideal,E,VS2,60.1,56.0,866,4.69,4.72,2.83 +49955,0.3,Very Good,H,SI1,63.4,58.0,540,4.29,4.26,2.71 +1369,0.71,Ideal,I,VS1,61.5,56.0,2965,5.72,5.76,3.52 +26872,2.04,Ideal,H,SI2,61.5,57.0,16800,8.15,8.18,5.02 +4300,0.74,Ideal,F,VS1,61.9,54.0,3590,5.78,5.82,3.59 +48175,0.57,Premium,D,VS2,61.7,60.0,1944,5.28,5.32,3.27 +21091,1.18,Ideal,G,VVS1,61.1,57.0,9260,6.84,6.78,4.16 +695,0.71,Good,G,VS1,63.5,55.0,2853,5.64,5.66,3.59 +9379,0.32,Ideal,D,SI1,62.0,57.0,589,4.38,4.42,2.73 +41995,0.43,Premium,G,VVS1,61.3,57.0,1264,4.87,4.85,2.98 +24907,2.1,Very Good,J,VS2,61.5,60.7,13340,8.16,8.21,5.03 +18033,0.35,Premium,E,SI1,61.1,59.0,614,4.5,4.56,2.77 +11096,1.1,Premium,F,SI2,62.0,59.0,4928,6.62,6.6,4.1 +44735,0.57,Very Good,G,VS2,63.0,58.0,1617,5.24,5.27,3.31 +11191,1.18,Premium,H,SI2,58.7,60.0,4956,7.01,6.93,4.09 +4622,1.01,Premium,I,SI2,59.6,62.0,3665,6.56,6.5,3.89 +23376,0.33,Very Good,D,SI2,63.3,53.0,631,4.42,4.39,2.79 +31508,0.34,Premium,G,VS2,62.0,59.0,765,4.47,4.43,2.76 +8616,0.8,Good,E,VS1,60.2,54.0,4444,6.04,6.01,3.63 +17778,1.5,Very Good,H,SI2,62.0,63.0,7161,7.24,7.28,4.5 +1548,0.71,Premium,D,VS2,62.1,60.0,3002,5.68,5.72,3.54 +8935,1.01,Premium,F,SI2,62.2,59.0,4497,6.45,6.41,4.0 +27995,0.3,Premium,E,VS2,61.8,58.0,658,4.31,4.36,2.68 +32425,0.32,Very Good,E,VS1,61.1,59.8,792,4.43,4.45,2.71 +37348,0.4,Very Good,F,VVS2,60.5,57.0,982,4.76,4.79,2.89 +46504,0.53,Fair,E,VS1,62.3,67.0,1778,5.22,5.11,3.22 +35205,0.44,Premium,J,VS1,61.9,57.0,891,4.9,4.83,3.01 +38246,0.32,Ideal,E,IF,61.1,56.0,1018,4.42,4.48,2.72 +846,0.72,Ideal,E,SI1,60.8,55.0,2869,5.77,5.84,3.53 +17474,1.04,Ideal,F,VS1,61.4,57.0,7015,6.51,6.56,4.01 +17336,1.01,Very Good,E,VS2,62.6,59.0,6956,6.35,6.39,3.99 +19241,1.57,Premium,I,SI2,62.4,58.0,7976,7.41,7.37,4.61 +47888,0.59,Premium,D,SI1,62.3,54.0,1912,5.41,5.38,3.36 +15843,1.37,Premium,H,VS2,60.9,59.0,6337,7.22,7.17,4.38 +27494,2.01,Ideal,H,SI1,62.8,54.0,18186,8.03,8.08,5.05 +7599,1.06,Good,E,SI2,58.8,61.0,4257,6.63,6.67,3.91 +49055,0.61,Very Good,I,IF,60.2,57.0,2057,5.49,5.58,3.33 +43014,0.55,Very Good,F,SI1,59.1,59.0,1370,5.36,5.4,3.18 +52014,0.6,Premium,G,VVS1,60.0,58.0,2444,5.53,5.43,3.29 +41652,0.4,Ideal,E,VVS2,62.1,56.0,1238,4.73,4.7,2.93 +3207,0.71,Ideal,E,VS1,62.3,56.0,3346,5.69,5.74,3.56 +10079,0.32,Ideal,H,VS1,61.6,56.0,592,4.42,4.46,2.73 +27991,0.3,Ideal,E,VS2,62.0,55.0,658,4.25,4.3,2.65 +5210,0.9,Ideal,G,SI1,60.3,56.0,3780,6.27,6.23,3.77 +24200,1.53,Very Good,E,SI1,60.8,60.0,12386,7.43,7.51,4.54 +39792,0.39,Premium,G,VVS1,60.4,59.0,1095,4.72,4.75,2.86 +10451,1.14,Premium,I,SI1,59.1,58.0,4788,6.83,6.81,4.03 +37047,0.35,Ideal,E,VVS1,61.8,56.0,967,4.53,4.5,2.79 +34904,0.33,Ideal,F,VVS1,61.9,54.0,880,4.42,4.46,2.75 +37870,0.38,Ideal,F,VS1,61.1,56.0,1004,4.7,4.65,2.86 +42492,0.59,Premium,F,SI2,61.9,61.0,1319,5.38,5.33,3.31 +48105,0.5,Premium,G,VVS2,61.6,60.0,1935,5.13,5.1,3.15 +10425,1.24,Ideal,J,SI2,60.1,57.0,4783,7.02,6.98,4.21 +48075,0.7,Good,E,SI2,63.9,59.0,1929,5.68,5.56,3.59 +49374,0.7,Good,F,SI2,59.0,57.0,2100,5.8,5.83,3.43 +24857,2.0,Ideal,J,VS2,62.3,55.0,13263,8.03,8.06,5.01 +14316,1.16,Very Good,H,SI2,62.8,59.0,5799,6.7,6.64,4.19 +166,0.73,Very Good,H,VVS1,60.4,59.0,2772,5.83,5.89,3.54 +19287,1.0,Premium,G,VVS1,62.1,59.0,8008,6.29,6.4,3.94 +38466,0.35,Ideal,E,VVS1,60.7,55.0,1030,4.56,4.6,2.78 +23652,1.5,Very Good,E,SI1,60.8,58.0,11688,7.32,7.36,4.46 +23173,1.51,Premium,H,VS2,61.2,58.0,11188,7.4,7.36,4.52 +42567,0.62,Ideal,G,SI2,62.1,55.0,1327,5.46,5.49,3.4 +28323,0.33,Ideal,F,VS2,62.1,54.0,666,4.43,4.46,2.76 +35387,0.41,Premium,G,VS1,62.1,60.0,899,4.72,4.78,2.95 +6279,0.9,Ideal,H,SI2,61.0,56.0,4016,6.23,6.29,3.82 +4896,0.8,Very Good,F,VS1,62.6,57.0,3720,5.9,5.98,3.72 +42147,0.51,Premium,G,SI1,60.9,58.0,1281,5.21,5.14,3.15 +8988,1.36,Premium,G,I1,62.1,57.0,4509,7.11,7.06,4.4 +38390,0.42,Ideal,E,VS2,62.4,55.0,1024,4.83,4.79,3.0 +35163,0.41,Ideal,G,VS2,62.2,57.0,891,4.75,4.77,2.96 +30448,0.3,Ideal,E,VVS2,62.8,55.0,731,4.28,4.32,2.7 +25694,0.4,Ideal,E,SI2,62.6,54.0,644,4.68,4.71,2.94 +40490,0.42,Premium,F,VVS2,59.6,59.0,1142,4.83,4.86,2.89 +50481,0.7,Premium,H,SI1,62.2,57.0,2268,5.74,5.71,3.56 +33339,0.41,Ideal,G,VS2,62.1,57.0,827,4.72,4.78,2.95 +30328,0.36,Premium,F,VS2,61.4,58.0,726,4.56,4.6,2.81 +38807,0.31,Premium,G,VVS1,62.1,59.0,1046,4.35,4.32,2.69 +37520,0.44,Very Good,E,VS2,60.3,58.0,987,4.9,4.92,2.96 +18027,1.5,Good,H,SI2,64.2,61.0,7291,7.15,7.1,4.57 +2105,0.8,Good,F,VS1,63.3,55.0,3116,5.87,5.92,3.73 +43117,0.52,Good,H,VS2,63.6,57.0,1385,5.1,5.05,3.23 +49242,0.6,Very Good,E,VS2,62.9,59.0,2085,5.34,5.38,3.37 +5662,0.9,Good,H,VS2,63.6,58.0,3881,6.11,6.09,3.88 +36550,0.4,Premium,E,SI1,60.9,56.0,945,4.8,4.76,2.91 +5487,0.9,Premium,G,SI1,62.7,59.0,3841,6.1,6.14,3.84 +23042,1.53,Very Good,E,SI2,59.3,58.0,11069,7.54,7.57,4.48 +10675,1.07,Ideal,H,SI2,62.4,55.0,4840,6.56,6.59,4.1 +38882,0.4,Ideal,D,VS2,61.3,56.0,1050,4.79,4.74,2.92 +2152,0.7,Very Good,G,VS1,61.9,57.0,3127,5.68,5.71,3.53 +43318,0.48,Good,F,VS1,59.0,60.9,1402,5.09,5.15,3.02 +1624,0.73,Very Good,D,SI1,60.8,59.0,3014,5.8,5.85,3.54 +2046,0.32,Premium,G,VS2,62.3,60.0,561,4.37,4.4,2.73 +40770,0.53,Ideal,G,SI1,62.1,53.0,1166,5.22,5.27,3.26 +27300,2.08,Premium,H,SI1,62.6,59.0,17778,8.13,8.1,5.08 +46358,0.58,Ideal,G,VS2,61.2,56.0,1760,5.37,5.41,3.3 +53285,0.3,Premium,D,SI1,62.4,60.0,552,4.23,4.26,2.65 +39050,0.41,Premium,E,VVS1,61.2,58.0,1057,4.74,4.8,2.92 +51861,0.76,Premium,H,SI1,60.0,60.0,2425,5.8,5.76,3.76 +22693,0.38,Very Good,I,VVS1,62.6,59.0,630,4.6,4.64,2.89 +12346,1.01,Very Good,E,SI1,63.1,58.0,5226,6.4,6.31,4.01 +31433,0.3,Ideal,H,IF,61.2,56.0,764,4.36,4.37,2.67 +11828,1.0,Fair,D,SI1,67.3,57.0,5096,6.15,6.04,4.1 +27206,2.01,Ideal,I,VS1,62.5,56.0,17523,8.0,7.96,4.99 +41865,0.4,Ideal,G,IF,61.5,57.0,1257,4.72,4.76,2.91 +45848,0.55,Ideal,H,VVS2,61.7,57.0,1715,5.26,5.28,3.25 +42066,0.39,Premium,G,IF,59.8,55.0,1271,4.84,4.77,2.87 +40328,0.45,Good,G,VS1,64.1,58.8,1127,4.79,4.86,3.09 +32643,0.31,Premium,H,VVS2,60.6,60.0,802,4.38,4.34,2.64 +51111,0.7,Good,F,SI1,59.7,64.0,2337,5.71,5.74,3.42 +559,0.75,Ideal,E,SI1,61.4,57.0,2831,5.82,5.87,3.59 +35003,0.42,Very Good,G,SI1,63.1,56.0,882,4.79,4.75,3.01 +40859,0.34,Ideal,F,VVS1,61.6,56.0,1174,4.5,4.53,2.78 +17577,1.02,Ideal,F,VS2,62.0,55.0,7078,6.47,6.5,4.02 +26689,0.23,Good,G,VVS2,63.8,56.0,428,3.94,3.9,2.5 +20819,1.37,Very Good,H,VS1,62.0,59.0,9046,7.08,7.12,4.4 +19309,1.03,Ideal,G,VVS2,61.6,57.0,8020,6.51,6.48,4.0 +16464,1.11,Premium,D,VS2,59.5,60.0,6579,6.77,6.7,4.01 +14302,1.26,Ideal,G,VS2,61.5,57.0,5792,6.94,6.89,4.25 +35863,0.43,Ideal,G,SI1,61.3,55.0,917,4.88,4.9,3.0 +47534,0.51,Ideal,F,VS1,61.6,55.0,1870,5.14,5.18,3.18 +11453,1.01,Ideal,G,SI1,62.3,56.0,5006,6.42,6.38,3.99 +46684,0.7,Good,I,SI1,62.8,59.0,1790,5.59,5.65,3.53 +1267,0.9,Premium,I,SI2,62.5,58.0,2948,6.15,6.1,3.83 +11897,0.9,Premium,E,VS1,62.1,59.0,5116,6.15,6.09,3.8 +39754,0.42,Ideal,H,VVS1,61.9,54.2,1094,4.8,4.82,2.98 +9834,1.01,Premium,G,SI1,59.6,61.0,4672,6.52,6.47,3.87 +3514,0.91,Premium,D,SI2,62.0,62.0,3403,6.25,6.16,3.85 +19546,1.2,Premium,G,VS1,58.4,61.0,8177,6.95,6.91,4.05 +15392,1.04,Very Good,F,VS2,59.6,62.0,6166,6.56,6.62,3.93 +53087,0.71,Ideal,D,SI2,61.1,57.0,2612,5.77,5.79,3.53 +40212,0.5,Fair,H,VS2,62.4,69.0,1122,5.07,4.99,3.14 +18620,1.01,Very Good,E,VS1,63.9,58.0,7597,6.31,6.36,4.05 +30372,0.36,Ideal,H,VS2,62.1,55.0,729,4.61,4.57,2.85 +5200,0.9,Good,F,SI1,62.9,57.0,3780,6.08,6.13,3.84 +18172,1.01,Premium,G,VVS2,63.0,59.0,7366,6.38,6.25,3.98 +21890,1.5,Very Good,D,SI2,59.8,63.0,9959,7.44,7.38,4.43 +27689,1.51,Ideal,E,VS1,61.5,57.0,18729,7.34,7.4,4.53 +46667,0.7,Very Good,J,SI2,61.7,59.0,1788,5.64,5.67,3.49 +43197,0.5,Good,F,VS2,63.3,60.0,1395,4.99,5.03,3.17 +43915,0.31,Ideal,H,VS2,62.1,55.0,513,4.34,4.36,2.7 +3621,0.8,Premium,F,VS2,61.6,58.0,3429,5.98,6.03,3.7 +533,0.7,Premium,E,VS1,59.4,61.0,2826,5.78,5.74,3.42 +52843,0.7,Ideal,D,SI2,61.3,57.0,2575,5.73,5.76,3.52 +46374,0.58,Ideal,G,VS2,60.0,56.0,1761,5.45,5.48,3.28 +18626,1.16,Ideal,G,VS2,62.2,55.0,7600,6.78,6.75,4.21 +36323,0.32,Ideal,G,VVS2,61.4,55.0,936,4.43,4.4,2.71 +53322,0.71,Very Good,D,SI1,63.2,56.0,2652,5.69,5.73,3.61 +25332,1.08,Ideal,E,VVS1,61.7,55.0,14032,6.6,6.63,4.08 +43455,0.5,Premium,G,VS2,61.5,57.0,1415,5.12,5.09,3.14 +25788,2.01,Very Good,H,SI2,62.7,60.0,14768,7.94,8.03,5.01 +24542,2.01,Premium,I,SI1,60.5,58.0,12829,8.2,8.06,4.92 +50232,0.7,Ideal,I,VS2,62.5,56.0,2232,5.66,5.7,3.55 +463,0.7,Premium,E,VS2,62.4,61.0,2818,5.66,5.63,3.52 +21318,1.51,Ideal,I,VS2,59.9,56.0,9471,7.49,7.42,4.47 +42733,0.52,Very Good,E,SI1,60.8,56.0,1343,5.17,5.2,3.15 +45902,0.52,Ideal,D,SI1,62.2,57.0,1720,5.16,5.13,3.2 +51673,0.7,Ideal,E,SI2,61.9,57.0,2398,5.66,5.69,3.51 +14435,1.01,Ideal,H,SI2,59.1,59.0,5828,6.58,6.61,3.9 +32507,0.4,Fair,G,VS1,57.1,64.0,798,4.88,4.9,2.79 +14403,1.06,Premium,D,SI1,59.4,57.0,5817,6.72,6.65,3.97 +37203,0.34,Ideal,G,IF,61.2,56.0,974,4.53,4.55,2.78 +50761,0.7,Premium,D,SI2,62.1,60.0,2299,5.71,5.73,3.55 +45597,0.53,Ideal,E,VS2,62.1,54.6,1690,5.19,5.21,3.23 +37303,0.5,Premium,G,SI2,60.7,57.0,978,5.15,5.07,3.1 +1038,0.95,Good,I,SI2,63.8,57.0,2905,6.23,6.13,3.94 +34227,0.4,Premium,H,SI1,62.7,58.0,855,4.69,4.65,2.93 +25002,1.52,Premium,F,VS2,59.4,60.0,13530,7.61,7.5,4.49 +50024,0.51,Ideal,G,VVS2,61.8,56.0,2197,5.11,5.15,3.16 +34174,0.33,Premium,G,VS1,61.6,60.0,854,4.46,4.41,2.73 +22214,1.72,Ideal,G,SI2,62.8,59.0,10268,7.62,7.55,4.76 +33706,0.3,Ideal,E,VVS1,62.8,54.0,838,4.27,4.3,2.69 +52193,0.72,Very Good,E,SI1,60.0,57.0,2479,5.8,5.84,3.49 +47317,0.23,Very Good,E,VVS2,61.2,58.0,530,3.93,3.98,2.42 +51688,0.55,Ideal,G,IF,60.6,56.0,2399,5.31,5.33,3.22 +18223,1.22,Premium,E,SI1,62.6,58.0,7395,6.8,6.78,4.25 +38266,0.24,Good,F,VS1,60.2,65.0,383,3.97,4.0,2.4 +2198,0.9,Very Good,E,SI2,59.5,61.0,3139,6.24,6.3,3.73 +48030,0.71,Premium,I,VS2,59.7,60.0,1923,5.83,5.86,3.49 +26686,0.32,Ideal,E,SI2,61.0,56.0,427,4.42,4.44,2.7 +26359,0.32,Very Good,H,VVS2,62.1,58.0,645,4.34,4.39,2.71 +3978,0.73,Very Good,E,VVS2,63.4,58.0,3511,5.68,5.7,3.61 +41111,0.51,Ideal,H,SI1,63.0,57.0,1195,5.14,5.11,3.23 +25315,1.08,Ideal,E,VVS1,61.5,58.0,13994,6.57,6.64,4.06 +33936,0.33,Premium,I,VS2,61.1,59.0,463,4.4,4.44,2.7 +11393,0.34,Ideal,E,SI1,60.7,57.0,596,4.48,4.51,2.73 +31618,0.24,Very Good,D,VS2,61.4,60.0,373,3.98,4.0,2.45 +10022,0.34,Ideal,D,I1,61.4,55.0,413,4.5,4.52,2.77 +46610,0.54,Very Good,D,VS2,63.2,55.0,1786,5.21,5.17,3.28 +45206,0.51,Ideal,E,VS2,61.5,57.0,1656,5.09,5.12,3.14 +43294,0.55,Very Good,D,SI2,59.7,64.0,1401,5.26,5.32,3.16 +35413,0.4,Premium,G,SI1,61.6,59.0,900,4.72,4.66,2.89 +10903,1.18,Ideal,E,SI2,60.8,57.0,4885,6.89,6.83,4.17 +1679,0.77,Good,H,VVS2,57.9,61.0,3027,6.07,6.01,3.5 +53810,0.7,Ideal,H,VS2,61.4,56.0,2733,5.72,5.75,3.52 +2948,0.76,Ideal,D,VS2,60.2,56.0,3293,5.95,5.92,3.57 +45455,0.5,Very Good,E,VS1,62.7,56.0,1675,5.09,5.12,3.2 +23421,1.53,Premium,H,VS1,60.8,59.0,11413,7.41,7.36,4.49 +43639,0.43,Ideal,G,IF,61.8,56.0,1433,4.86,4.88,3.01 +47783,0.7,Fair,J,VS2,67.4,58.0,1896,5.34,5.37,3.61 +2832,0.7,Good,D,VVS2,63.3,54.0,3267,5.6,5.64,3.56 +20898,1.51,Premium,I,VS2,63.0,60.0,9116,7.3,7.25,4.58 +7466,0.9,Ideal,H,VS1,62.0,56.0,4234,6.22,6.19,3.85 +29511,0.32,Ideal,E,VS2,61.3,57.0,702,4.42,4.45,2.72 +49253,0.71,Ideal,H,SI2,62.1,56.0,2086,5.76,5.71,3.56 +26034,0.32,Premium,G,VS1,59.2,59.0,645,4.45,4.47,2.64 +21839,1.7,Ideal,I,SI1,62.9,57.0,9901,7.57,7.5,4.74 +432,0.75,Premium,E,SI1,61.1,59.0,2814,5.86,5.83,3.57 +12421,1.09,Ideal,H,SI1,62.3,55.0,5238,6.58,6.62,4.11 +41250,0.5,Very Good,H,VS2,63.0,55.0,1209,5.05,5.08,3.19 +935,1.03,Fair,I,SI2,65.3,55.0,2884,6.32,6.27,4.11 +22358,0.31,Ideal,H,VS2,62.2,55.0,628,4.37,4.35,2.71 +42786,0.51,Good,D,SI1,64.0,58.0,1349,5.06,5.03,3.23 +15784,1.45,Very Good,J,SI1,62.4,57.0,6316,7.16,7.23,4.49 +14551,0.95,Ideal,E,VS1,61.5,57.0,5879,6.3,6.28,3.87 +53265,0.7,Premium,G,VS1,62.2,57.0,2648,5.69,5.66,3.53 +53678,0.71,Premium,E,VS2,59.0,59.0,2711,5.78,5.88,3.44 +34831,0.3,Premium,H,VVS1,63.0,58.0,878,4.25,4.22,2.67 +47566,0.51,Very Good,G,VVS2,61.5,56.0,1875,5.12,5.15,3.16 +3992,1.06,Very Good,I,SI2,58.4,62.0,3515,6.65,6.7,3.9 +42248,0.57,Ideal,H,SI1,61.8,54.0,1292,5.35,5.37,3.31 +49974,0.29,Very Good,G,VVS2,62.2,55.0,541,4.24,4.27,2.64 +2231,0.74,Premium,G,VVS1,61.2,59.0,3145,5.84,5.79,3.56 +29633,0.24,Ideal,H,VVS2,62.5,54.0,442,3.95,3.98,2.48 +16247,1.01,Premium,G,VS1,60.8,58.0,6499,6.44,6.51,3.94 +14081,1.2,Ideal,H,SI2,61.0,57.0,5712,6.9,6.84,4.19 +4964,0.9,Good,G,SI1,63.1,59.0,3734,6.11,6.15,3.87 +21180,1.51,Ideal,J,VVS2,61.4,59.0,9334,7.34,7.39,4.52 +12169,1.18,Premium,E,SI2,62.5,60.0,5181,6.74,6.7,4.2 +5980,1.0,Fair,I,VS1,64.0,49.0,3951,6.43,6.39,4.1 +20148,1.0,Premium,F,VVS2,61.3,55.0,8602,6.44,6.41,3.94 +45651,0.38,Ideal,J,SI1,62.0,54.0,525,4.66,4.7,2.9 +2007,0.9,Very Good,J,VS1,62.6,55.0,3102,6.11,6.13,3.83 +4292,0.7,Premium,F,VVS1,61.9,60.0,3587,5.68,5.63,3.5 +25653,2.03,Ideal,I,SI1,62.6,55.0,14548,8.06,8.11,5.06 +10522,1.04,Ideal,E,SI2,61.4,56.0,4804,6.5,6.56,4.01 +33794,0.4,Premium,F,VS2,62.6,58.0,842,4.68,4.72,2.94 +28548,0.3,Premium,I,VVS2,61.0,60.0,675,4.36,4.3,2.64 +48742,0.53,Ideal,G,VVS1,61.3,56.0,2015,5.22,5.26,3.21 +29579,0.41,Very Good,E,SI1,61.5,61.0,705,4.75,4.78,2.93 +6993,1.02,Very Good,I,SI2,63.2,60.0,4155,6.37,6.41,4.04 +16828,1.2,Very Good,H,VS1,61.8,56.0,6713,6.82,6.86,4.23 +10125,1.01,Premium,G,SI1,59.8,58.0,4719,6.54,6.58,3.92 +38142,0.3,Very Good,G,VVS1,63.1,56.0,1013,4.28,4.25,2.69 +29518,0.41,Ideal,J,VS1,62.7,56.0,703,4.73,4.77,2.98 +24853,1.83,Ideal,E,SI2,62.8,56.0,13254,7.82,7.76,4.89 +35934,0.33,Very Good,D,VVS1,62.1,58.0,920,4.39,4.46,2.75 +5998,1.06,Very Good,H,SI2,62.6,58.0,3958,6.46,6.52,4.06 +3041,0.3,Good,G,VS1,63.3,56.0,565,4.28,4.31,2.72 +6229,0.9,Very Good,F,SI1,63.3,55.0,4004,6.05,6.08,3.84 +1422,0.78,Ideal,H,VS2,61.6,56.0,2970,5.94,5.91,3.64 +10663,0.9,Ideal,H,VVS2,62.0,57.0,4838,6.2,6.15,3.83 +677,0.75,Fair,D,SI2,64.6,57.0,2848,5.74,5.72,3.7 +44605,0.53,Ideal,G,VS2,61.8,56.0,1607,5.21,5.18,3.21 +45623,0.55,Ideal,F,VS2,61.7,56.0,1692,5.26,5.3,3.26 +10075,0.4,Good,J,VS2,64.0,57.0,591,4.67,4.7,3.0 +10891,1.11,Premium,G,SI2,60.7,56.0,4882,6.73,6.68,4.07 +52160,0.7,Very Good,E,VS2,58.8,56.0,2473,5.79,5.84,3.42 +23780,1.2,Ideal,E,VVS2,62.2,57.0,11839,6.81,6.77,4.22 +50010,0.51,Good,F,VVS2,62.4,63.0,2195,5.05,5.08,3.16 +32077,0.33,Ideal,D,VS2,62.1,56.0,781,4.44,4.48,2.77 +23889,1.52,Very Good,G,VS2,63.4,58.0,11986,7.31,7.24,4.61 +33179,0.41,Very Good,E,SI2,63.3,56.0,818,4.73,4.69,2.98 +22735,2.0,Fair,H,SI2,65.3,55.0,10752,7.88,7.79,5.12 +36798,0.34,Ideal,E,VS2,62.6,55.0,956,4.45,4.43,2.78 +53368,0.7,Premium,E,SI1,58.6,60.0,2657,5.78,5.75,3.38 +18244,1.01,Premium,F,VS1,60.4,59.0,7409,6.54,6.5,3.94 +36411,0.31,Ideal,E,VS1,61.6,56.0,942,4.38,4.35,2.69 +16504,1.02,Very Good,D,VS2,62.3,57.0,6597,6.41,6.47,4.01 +31150,0.41,Premium,F,SI1,59.8,59.0,755,4.82,4.85,2.89 +51682,0.72,Good,H,SI1,63.7,59.0,2398,5.68,5.63,3.6 +18965,1.72,Ideal,E,I1,62.2,55.0,7802,7.7,7.67,4.78 +26788,1.75,Very Good,G,VS2,62.6,58.0,16632,7.63,7.67,4.79 +50296,0.23,Ideal,E,VS2,62.6,57.0,543,3.92,3.88,2.44 +12279,1.2,Good,I,SI1,62.3,58.0,5211,6.66,6.72,4.17 +2206,1.02,Very Good,E,I1,60.6,63.0,3141,6.46,6.52,3.93 +8904,1.54,Good,J,I1,61.7,60.0,4492,7.26,7.32,4.5 +17405,1.56,Premium,F,SI2,63.0,58.0,6971,7.35,7.28,4.66 +38465,0.34,Ideal,E,VVS1,61.6,55.0,1030,4.5,4.52,2.78 +224,0.75,Very Good,D,SI2,63.1,58.0,2782,5.78,5.73,3.63 +39478,0.41,Premium,E,VS1,60.8,59.0,1079,4.76,4.82,2.91 +30611,0.3,Very Good,G,SI1,62.7,58.0,447,4.22,4.27,2.66 +7522,1.01,Premium,H,SI2,61.1,59.0,4242,6.54,6.46,3.97 +7437,0.9,Premium,F,VS2,62.7,54.0,4229,6.13,6.11,3.84 +24897,1.51,Ideal,F,VS2,61.7,57.0,13325,7.37,7.31,4.53 +14785,1.28,Premium,H,SI2,61.9,56.0,5949,7.02,6.94,4.32 +42729,0.58,Ideal,D,SI2,61.2,57.0,1342,5.36,5.4,3.29 +23070,1.18,Ideal,E,VS1,61.4,57.0,11104,6.77,6.81,4.17 +42449,0.53,Good,I,VS1,64.3,55.0,1315,5.17,5.13,3.31 +17147,1.01,Very Good,G,VVS2,63.0,59.0,6843,6.34,6.41,4.01 +26952,2.19,Premium,H,SI1,61.6,58.0,17016,8.35,8.3,5.13 +43914,0.31,Good,F,SI1,63.2,56.0,512,4.27,4.31,2.71 +41497,0.37,Ideal,D,VVS1,62.0,56.0,1233,4.59,4.6,2.85 +14591,1.28,Ideal,G,SI2,61.4,57.0,5888,6.96,6.99,4.28 +31663,0.37,Ideal,E,VS2,60.1,59.0,768,4.64,4.68,2.8 +44223,0.57,Ideal,F,SI1,61.4,57.0,1571,5.35,5.3,3.27 +48980,0.34,Premium,H,VS2,62.6,60.0,537,4.42,4.46,2.78 +41190,0.44,Ideal,G,VVS1,61.3,56.0,1202,4.91,4.93,3.01 +37902,0.41,Ideal,F,VS1,61.8,56.0,1007,4.75,4.79,2.95 +52880,0.78,Ideal,G,SI1,62.8,56.0,2583,5.88,5.84,3.68 +48698,0.71,Very Good,I,SI1,62.9,59.0,2008,5.66,5.7,3.57 +8994,1.0,Good,H,SI1,61.0,61.0,4510,6.36,6.42,3.9 +52124,0.7,Very Good,E,SI2,61.5,59.0,2464,5.7,5.74,3.52 +14150,1.25,Premium,J,VS1,62.2,58.0,5740,6.92,6.88,4.29 +15444,1.0,Good,H,VVS1,63.5,60.0,6183,6.3,6.36,4.02 +13354,0.24,Very Good,E,VS2,63.5,53.0,419,3.96,3.98,2.52 +9896,1.02,Ideal,I,SI1,61.3,57.0,4685,6.47,6.49,3.97 +31303,0.32,Very Good,D,VS2,61.8,57.0,758,4.35,4.36,2.69 +19918,1.23,Ideal,G,VS1,61.8,57.0,8465,6.89,6.86,4.25 +30698,0.4,Very Good,E,SI1,61.3,61.0,737,4.73,4.76,2.91 +9505,1.09,Ideal,J,SI1,60.7,58.0,4611,6.64,6.68,4.04 +40972,0.41,Ideal,F,VS1,61.5,55.0,1180,4.8,4.83,2.96 +22848,1.26,Ideal,G,VVS2,60.9,57.0,10886,6.98,7.01,4.26 +34066,0.36,Very Good,D,SI1,63.1,55.0,851,4.59,4.54,2.88 +33389,0.36,Ideal,F,VVS2,61.5,55.0,828,4.59,4.62,2.83 +25389,2.02,Fair,H,SI2,56.5,61.0,14080,8.33,8.37,4.72 +53652,0.7,Premium,D,SI1,58.2,60.0,2705,5.79,5.75,3.36 +14128,1.13,Premium,H,VS2,61.7,56.0,5728,6.73,6.65,4.13 +46153,0.5,Premium,G,VS1,62.5,60.0,1746,5.08,5.06,3.17 +50126,0.51,Very Good,E,VVS2,61.4,59.0,2211,5.1,5.16,3.15 +23031,0.33,Premium,G,SI1,59.8,58.0,631,4.54,4.52,2.71 +5042,0.33,Ideal,I,VS1,61.7,55.0,573,4.44,4.47,2.75 +1144,0.68,Very Good,F,VS1,59.7,57.0,2922,5.79,5.76,3.45 +4702,1.13,Ideal,H,I1,62.2,55.0,3678,6.65,6.69,4.15 +28776,0.32,Ideal,H,VVS1,61.6,54.9,681,4.4,4.43,2.72 +26024,0.32,Ideal,F,VS2,61.9,56.0,645,4.41,4.44,2.74 +54,0.22,Premium,E,VS2,61.6,58.0,404,3.93,3.89,2.41 +403,0.3,Very Good,H,SI1,63.4,60.0,554,4.25,4.23,2.69 +39268,0.38,Ideal,G,VS1,60.8,56.0,1069,4.71,4.66,2.85 +27519,3.01,Good,I,SI2,63.9,60.0,18242,9.06,9.01,5.77 +25001,1.29,Ideal,E,VVS2,59.8,59.0,13530,7.07,7.11,4.24 +3546,0.79,Ideal,G,VS1,62.0,56.0,3413,5.91,5.93,3.67 +9199,0.94,Premium,H,VS2,60.1,59.0,4548,6.35,6.32,3.81 +15710,0.24,Very Good,F,VVS1,62.3,56.0,608,3.97,4.01,2.49 +15791,1.08,Very Good,F,VS2,63.1,57.0,6319,6.56,6.5,4.12 +47959,0.57,Premium,D,VS2,60.8,59.0,1918,5.34,5.38,3.26 +24377,0.31,Good,F,VS2,58.2,58.0,637,4.46,4.51,2.61 +48542,0.5,Very Good,G,VVS1,59.6,63.0,1987,5.16,5.11,3.06 +4024,0.96,Good,G,SI1,56.6,63.0,3522,6.52,6.39,3.67 +32457,0.39,Very Good,E,VS2,62.7,59.0,794,4.64,4.68,2.92 +3251,0.77,Premium,F,VS1,62.7,58.0,3357,5.82,5.88,3.67 +29305,0.3,Ideal,I,VS2,62.7,54.0,438,4.28,4.3,2.69 +37129,0.37,Premium,D,VVS2,60.7,59.0,971,4.63,4.66,2.82 +51564,0.76,Ideal,G,SI2,62.1,59.0,2389,5.81,5.84,3.62 +24830,2.01,Premium,J,VS2,61.5,60.0,13228,8.13,8.07,4.98 +15673,1.04,Ideal,G,VS2,59.4,58.0,6286,6.63,6.67,3.95 +35578,0.35,Premium,F,VS2,62.0,59.0,906,4.55,4.51,2.81 +4830,0.73,Very Good,F,VVS2,62.1,57.0,3705,5.74,5.76,3.57 +40963,0.51,Premium,I,VS2,62.9,55.0,1179,5.12,5.08,3.21 +49724,0.7,Good,G,SI1,63.7,60.0,2150,5.57,5.51,3.53 +21284,1.12,Premium,G,IF,61.2,58.0,9440,6.67,6.7,4.09 +5508,1.01,Premium,F,SI2,61.7,58.0,3846,6.46,6.41,3.97 +26908,2.01,Very Good,I,VS1,62.9,62.0,16914,7.98,8.02,5.03 +41801,0.5,Very Good,F,SI1,62.8,56.0,1250,5.03,5.06,3.17 +22357,0.31,Ideal,H,VS2,61.9,55.0,628,4.38,4.35,2.7 +48893,0.57,Ideal,F,VS1,61.3,56.0,2039,5.35,5.36,3.28 +50851,0.78,Very Good,J,VS2,63.0,58.0,2312,5.84,5.87,3.69 +17565,1.62,Very Good,J,SI2,61.6,60.0,7072,7.52,7.64,4.67 +46330,0.58,Good,E,VS2,63.1,56.0,1758,5.26,5.33,3.34 +45473,0.5,Ideal,E,VS2,62.3,57.0,1676,5.08,5.04,3.15 +28837,0.41,Very Good,H,SI1,62.9,58.0,683,4.72,4.73,2.97 +760,0.81,Very Good,F,SI1,61.3,57.0,2858,6.02,6.05,3.7 +38486,0.42,Ideal,D,VS2,61.8,56.0,1031,4.8,4.84,2.98 +4288,0.7,Ideal,E,VVS2,62.4,54.0,3585,5.66,5.71,3.55 +50346,0.7,Premium,H,VS1,60.5,58.0,2245,5.73,5.77,3.48 +41279,0.27,Very Good,H,VVS2,62.5,55.0,504,4.12,4.16,2.59 +39343,0.38,Ideal,E,VVS2,62.1,54.5,1073,4.62,4.66,2.88 +1164,1.2,Premium,I,I1,60.5,58.0,2925,6.9,6.79,4.14 +43162,0.42,Ideal,F,VVS1,61.3,56.0,1389,4.83,4.82,2.96 +48208,0.7,Good,G,SI2,59.4,61.0,1948,5.77,5.81,3.44 +13433,1.08,Ideal,H,SI1,61.8,54.0,5517,6.6,6.61,4.09 +26675,0.34,Ideal,F,SI2,61.9,54.0,426,4.51,4.53,2.8 +1183,0.9,Very Good,E,SI2,58.7,63.0,2930,6.23,6.2,3.65 +28551,0.3,Premium,H,VS1,61.0,58.0,675,4.31,4.28,2.62 +23602,1.51,Ideal,E,SI1,61.3,57.0,11628,7.35,7.42,4.53 +198,0.7,Premium,E,SI1,61.0,58.0,2777,5.78,5.72,3.51 +40447,0.4,Very Good,H,VVS1,62.3,55.0,1139,4.73,4.77,2.95 +24646,2.01,Good,I,SI2,63.5,60.0,12985,7.86,7.94,5.02 +16267,1.21,Premium,H,SI1,61.6,61.0,6505,6.88,6.83,4.22 +41703,0.5,Very Good,I,VS1,63.0,55.0,1242,5.07,5.09,3.2 +49528,0.52,Ideal,F,VS1,61.3,56.0,2123,5.19,5.22,3.19 +5355,1.05,Very Good,E,SI2,62.2,59.0,3816,6.44,6.51,4.03 +462,0.71,Good,E,SI1,62.8,64.0,2817,5.6,5.54,3.5 +53329,0.74,Ideal,G,SI1,61.9,56.0,2654,5.8,5.83,3.6 +27286,2.01,Very Good,E,SI2,59.3,61.0,17759,8.14,8.19,4.84 +41728,0.41,Premium,E,VVS2,60.9,60.0,1243,4.82,4.81,2.93 +27457,2.45,Ideal,J,VS2,60.4,56.0,18113,8.72,8.81,5.3 +36477,0.43,Ideal,H,VVS2,62.3,55.0,943,4.82,4.85,3.01 +46190,0.7,Premium,H,SI2,61.3,61.0,1749,5.67,5.62,3.46 +35352,0.42,Premium,H,SI1,59.5,57.0,898,5.11,4.78,2.94 +21187,1.2,Very Good,G,VVS2,62.1,58.0,9337,6.74,6.78,4.2 +28707,0.38,Ideal,H,VS2,61.9,56.0,680,4.63,4.68,2.88 +4115,0.78,Premium,E,VS1,62.2,58.0,3538,5.9,5.86,3.66 +27009,1.72,Ideal,G,VS2,62.4,55.0,17125,7.63,7.68,4.78 +19110,1.0,Very Good,D,VS1,62.7,60.0,7877,6.31,6.36,3.97 +28975,0.31,Premium,I,VS2,59.8,60.0,435,4.38,4.42,2.63 +6030,1.0,Fair,D,SI2,65.0,56.0,3965,6.27,6.23,4.06 +25975,2.19,Premium,I,SI2,60.8,60.0,15169,8.38,8.34,5.08 +27433,2.02,Ideal,H,VS2,61.6,56.0,18050,8.17,8.12,5.02 +53519,0.72,Very Good,E,SI1,61.6,58.0,2688,5.74,5.78,3.55 +43060,0.53,Ideal,G,SI1,61.3,56.0,1377,5.22,5.29,3.22 +27311,2.16,Ideal,H,SI1,61.9,57.0,17820,8.3,8.38,5.16 +46319,0.3,Very Good,E,SI1,61.8,60.0,526,4.23,4.28,2.63 +7425,0.92,Very Good,H,VS1,62.9,58.0,4228,6.17,6.2,3.89 +19996,1.22,Good,G,VS2,59.9,61.0,8533,6.88,6.91,4.13 +53275,0.81,Very Good,G,SI2,62.7,56.0,2649,5.91,5.96,3.72 +8725,0.31,Good,H,VS2,63.8,56.0,586,4.33,4.29,2.75 +40800,0.43,Ideal,F,VVS2,61.9,56.0,1169,4.82,4.87,3.0 +43872,0.46,Ideal,H,IF,62.2,55.0,1450,4.94,4.99,3.09 +48722,0.52,Ideal,G,VVS2,60.8,57.0,2012,5.21,5.16,3.15 +5367,0.75,Very Good,E,VS2,60.4,56.0,3817,5.9,5.96,3.58 +41403,0.5,Good,F,SI1,62.5,60.0,1223,5.07,5.11,3.18 +6597,0.91,Very Good,G,SI1,63.5,58.0,4081,6.15,6.04,3.87 +32703,0.31,Ideal,F,VS2,60.8,57.0,802,4.39,4.36,2.66 +11875,1.5,Good,J,SI2,63.7,58.0,5107,7.19,7.13,4.56 +42501,0.57,Premium,E,SI2,61.0,60.0,1320,5.36,5.32,3.26 +52616,0.77,Premium,H,VS2,59.4,60.0,2546,6.0,5.96,3.55 +31477,0.34,Premium,H,VS1,62.2,58.0,765,4.48,4.43,2.77 +45928,0.53,Ideal,E,VS2,62.7,54.0,1721,5.15,5.18,3.24 +18998,1.01,Premium,G,VVS2,61.9,59.0,7821,6.41,6.45,3.98 +18113,1.19,Ideal,I,VS1,61.6,56.0,7328,6.81,6.83,4.2 +2760,0.93,Premium,J,VS2,62.3,60.0,3250,6.3,6.23,3.9 +24459,2.14,Ideal,H,SI2,63.0,55.0,12720,8.25,8.23,5.19 +14291,1.33,Very Good,J,VS2,62.7,59.0,5785,6.97,7.01,4.38 +27137,1.75,Ideal,G,VS2,61.5,57.0,17343,7.76,7.72,4.76 +37346,0.31,Premium,F,VVS1,59.4,58.0,982,4.45,4.41,2.63 +22567,1.5,Good,G,SI1,64.2,58.0,10618,7.2,7.14,4.6 +30054,0.41,Premium,G,SI1,61.7,59.0,719,4.71,4.73,2.91 +6681,1.11,Ideal,J,SI2,62.6,54.0,4101,6.61,6.64,4.15 +10027,0.23,Very Good,G,VVS1,61.3,59.0,414,3.94,3.96,2.42 +30617,0.3,Very Good,G,SI1,59.5,63.0,447,4.29,4.32,2.56 +51847,0.7,Premium,F,SI1,62.9,59.0,2423,5.67,5.62,3.55 +1029,0.7,Very Good,E,VS1,58.4,59.0,2904,5.83,5.91,3.43 +21574,1.51,Fair,H,VS2,57.4,61.0,9678,7.49,7.63,4.34 +53057,0.72,Ideal,F,VS2,62.0,57.0,2607,5.77,5.72,3.56 +49912,0.61,Ideal,G,VS1,61.5,56.0,2182,5.48,5.5,3.38 +16144,1.2,Premium,H,SI1,61.3,60.0,6451,6.87,6.81,4.19 +49423,0.71,Very Good,G,SI2,63.2,59.0,2107,5.6,5.64,3.55 +24563,1.53,Premium,E,SI1,61.3,59.0,12851,7.35,7.4,4.52 +22216,1.5,Good,G,SI1,62.9,58.0,10271,7.17,7.3,4.55 +14433,1.2,Ideal,G,SI2,61.1,57.0,5826,6.86,6.83,4.18 +29542,0.42,Ideal,G,SI1,62.2,53.0,704,4.8,4.84,3.0 +40001,0.41,Premium,F,VS2,62.4,56.0,1107,4.77,4.75,2.97 +31987,0.3,Premium,F,VS2,61.5,60.0,776,4.29,4.26,2.63 +27614,2.02,Premium,F,SI2,61.7,58.0,18487,8.15,8.11,5.02 +10266,1.01,Premium,E,SI2,62.6,57.0,4751,6.35,6.33,3.97 +10766,1.13,Ideal,D,SI2,61.6,55.0,4854,6.73,6.7,4.14 +19826,1.07,Ideal,G,VVS2,62.4,54.0,8393,6.51,6.56,4.08 +22857,1.2,Very Good,F,VVS2,62.9,59.0,10891,6.72,6.76,4.24 +9600,1.17,Premium,H,SI1,62.6,59.0,4631,6.78,6.71,4.22 +7563,1.2,Premium,G,SI2,62.6,61.0,4250,6.73,6.68,4.2 +15959,1.22,Premium,H,SI1,60.6,60.0,6387,6.92,6.85,4.17 +44470,0.52,Good,F,VS1,58.6,63.0,1594,5.27,5.34,3.11 +24380,0.32,Good,E,VS1,64.3,59.0,638,4.28,4.34,2.77 +4664,0.9,Premium,G,SI1,62.6,62.0,3669,6.08,6.06,3.8 +6785,1.02,Premium,H,SI2,61.1,61.0,4113,6.51,6.48,3.97 +37518,0.41,Good,G,VVS1,61.0,61.0,986,4.77,4.8,2.92 +9828,1.01,Premium,D,SI2,62.2,60.0,4672,6.43,6.4,3.99 +47238,0.6,Very Good,D,SI1,60.0,56.0,1841,5.46,5.51,3.29 +8741,0.9,Very Good,E,SI1,59.8,55.0,4463,6.3,6.34,3.78 +51741,0.76,Ideal,F,SI2,61.9,57.0,2403,5.87,5.9,3.64 +19890,1.2,Good,G,VS1,63.4,56.0,8442,6.7,6.74,4.26 +17148,1.01,Premium,G,VVS2,61.4,58.0,6843,6.46,6.51,3.98 +13863,1.15,Good,H,VS2,63.1,56.0,5646,6.62,6.7,4.2 +10050,0.31,Very Good,I,SI1,62.3,58.0,418,4.35,4.38,2.72 +49285,0.52,Ideal,F,VVS2,61.5,55.0,2092,5.17,5.21,3.19 +17553,1.19,Good,E,VS2,57.4,60.0,7064,7.0,6.9,3.99 +30668,0.39,Good,I,VS1,63.1,58.0,737,4.68,4.61,2.93 +19828,1.51,Ideal,I,SI1,61.2,60.0,8396,7.39,7.37,4.52 +1336,0.74,Ideal,H,VVS2,61.2,57.0,2961,5.79,5.85,3.56 +44664,0.24,Ideal,I,VVS2,61.5,56.0,523,4.02,4.05,2.48 +31401,0.3,Ideal,G,VVS1,62.2,57.0,764,4.3,4.32,2.68 +10882,1.32,Premium,H,SI2,59.4,54.0,4879,7.21,7.09,4.25 +47958,0.55,Ideal,D,VS1,61.5,56.0,1918,5.26,5.28,3.24 +25586,1.52,Ideal,D,SI1,60.6,58.0,14426,7.46,7.4,4.51 +49989,0.7,Very Good,F,SI1,63.7,55.0,2192,5.62,5.69,3.6 +47261,0.77,Very Good,J,VS2,62.1,62.0,1843,5.82,5.87,3.63 +5237,0.85,Ideal,E,SI2,60.1,56.0,3787,6.17,6.18,3.71 +50565,0.55,Premium,E,VS1,59.6,60.0,2277,5.41,5.36,3.15 +39787,0.39,Premium,G,VVS1,59.9,59.0,1095,4.73,4.75,2.84 +2504,0.7,Premium,E,VS2,61.0,59.0,3199,5.74,5.7,3.49 +11815,1.07,Premium,G,SI1,61.0,58.0,5091,6.66,6.59,4.04 +8852,1.01,Fair,E,SI1,64.8,58.0,4480,6.34,6.29,4.09 +20418,1.1,Ideal,G,VS1,61.3,56.0,8775,6.65,6.69,4.09 +34973,0.23,Very Good,E,VVS1,61.8,59.0,472,3.89,3.91,2.41 +15050,0.3,Ideal,H,VVS2,62.1,56.0,605,4.28,4.32,2.67 +14004,1.25,Very Good,I,SI1,62.1,58.0,5699,6.86,6.9,4.27 +34057,0.36,Premium,D,SI1,59.6,58.0,851,4.65,4.61,2.76 +46634,0.3,Very Good,E,SI1,62.9,56.0,526,4.24,4.31,2.69 +6837,1.01,Very Good,F,SI2,61.0,60.0,4121,6.44,6.48,3.94 +1626,0.9,Good,G,SI2,63.7,62.0,3014,6.07,6.01,3.85 +6876,1.01,Good,J,VS1,60.4,64.0,4129,6.48,6.44,3.9 +38450,0.33,Ideal,F,IF,61.8,55.0,1028,4.47,4.49,2.77 +9968,1.0,Premium,H,SI1,61.5,58.0,4702,6.37,6.45,3.94 +6039,0.25,Good,E,VVS1,61.3,61.0,575,4.04,4.08,2.49 +1694,0.7,Good,D,VS2,63.9,58.0,3033,5.62,5.58,3.58 +21669,1.5,Good,H,SI1,64.3,60.0,9768,7.14,7.23,4.62 +5325,1.03,Ideal,F,SI2,62.4,57.0,3807,6.43,6.38,4.0 +31293,0.32,Ideal,D,VS2,61.9,55.0,758,4.41,4.44,2.74 +27363,0.34,Ideal,E,VS2,62.2,57.0,646,4.42,4.46,2.76 +18520,1.35,Very Good,H,VS2,62.3,57.0,7549,7.06,7.12,4.42 +52456,0.71,Very Good,G,VS2,63.1,58.0,2515,5.69,5.6,3.56 +48544,0.54,Very Good,D,VS1,59.9,57.0,1988,5.38,5.3,3.2 +19106,1.13,Premium,G,VVS2,61.4,58.0,7875,6.68,6.73,4.12 +32856,0.4,Good,G,VS2,63.5,56.0,807,4.68,4.7,2.98 +29585,0.31,Ideal,F,VVS2,62.2,53.0,706,4.37,4.41,2.73 +39103,0.41,Ideal,I,VVS2,61.6,57.0,1061,4.78,4.76,2.94 +43659,0.5,Very Good,F,VS2,59.4,59.0,1436,5.19,5.22,3.09 +2572,0.77,Premium,F,VS1,59.5,58.0,3211,5.96,5.94,3.54 +380,0.74,Ideal,D,SI2,61.7,55.0,2810,5.81,5.85,3.6 +9368,0.32,Good,D,SI1,63.7,55.0,589,4.35,4.38,2.78 +12914,1.13,Premium,G,SI1,60.9,60.0,5376,6.76,6.67,4.09 +20456,1.01,Very Good,E,VVS2,63.4,57.0,8797,6.45,6.33,4.05 +1818,0.9,Very Good,I,SI2,61.5,61.0,3057,6.13,6.16,3.78 +34273,0.25,Very Good,H,VVS1,61.6,56.0,467,4.07,4.1,2.51 +19152,1.21,Good,F,VS2,63.7,58.0,7911,6.67,6.71,4.26 +42396,0.53,Premium,E,SI1,62.3,60.0,1307,5.27,5.17,3.25 +49033,0.73,Ideal,J,VS2,62.8,55.0,2054,5.69,5.72,3.58 +9999,1.0,Premium,D,SI1,62.0,58.0,4704,6.41,6.29,3.94 +43403,0.46,Ideal,G,VVS1,62.0,54.0,1412,4.97,5.0,3.09 +40819,0.32,Premium,E,IF,61.6,58.0,1170,4.39,4.38,2.7 +17277,1.15,Premium,H,VVS2,58.8,58.0,6917,6.9,6.87,4.05 +48390,0.5,Very Good,G,VVS1,62.3,59.0,1966,5.01,5.04,3.13 +36751,0.33,Ideal,D,VVS2,60.9,57.0,955,4.46,4.48,2.72 +8374,0.31,Ideal,F,VS2,61.6,56.0,583,4.35,4.39,2.69 +48146,0.7,Ideal,J,VS2,61.6,56.0,1940,5.71,5.65,3.5 +34038,0.33,Ideal,E,VS1,62.3,56.0,850,4.41,4.45,2.75 +9319,1.09,Premium,H,SI2,61.7,60.0,4578,6.59,6.57,4.06 +3221,0.9,Very Good,G,SI2,63.5,57.0,3350,6.09,6.13,3.88 +22178,1.51,Good,G,SI1,58.8,62.0,10216,7.4,7.49,4.38 +40375,0.39,Very Good,F,IF,60.8,55.0,1131,4.73,4.77,2.89 +9495,1.05,Ideal,G,SI2,61.8,57.0,4608,6.51,6.57,4.04 +17832,1.0,Good,E,VS1,60.0,65.0,7190,6.48,6.43,3.87 +31108,0.4,Premium,G,VS2,60.4,58.0,753,4.75,4.78,2.88 +26567,2.04,Ideal,F,SI2,62.3,57.0,16261,8.05,8.13,5.04 +32711,0.31,Ideal,F,VS2,62.3,55.0,802,4.37,4.33,2.71 +34972,0.23,Very Good,E,VVS1,62.6,58.0,472,3.96,4.0,2.49 +14504,1.24,Very Good,H,SI2,60.0,58.0,5858,6.99,7.05,4.21 +24993,1.76,Very Good,H,VS2,62.2,60.0,13503,7.68,7.72,4.79 +34598,0.27,Very Good,E,VS2,59.5,56.0,470,4.2,4.31,2.53 +42635,0.58,Premium,H,SI1,62.1,55.0,1332,5.38,5.35,3.33 +30709,0.37,Very Good,E,VS1,63.7,56.0,738,4.54,4.6,2.91 +47995,0.32,Ideal,J,IF,62.2,56.0,533,4.37,4.41,2.73 +36306,0.32,Ideal,H,VVS1,61.9,56.0,936,4.41,4.38,2.72 +17379,0.34,Ideal,E,SI2,62.4,57.0,612,4.5,4.47,2.8 +28354,0.4,Very Good,D,SI1,63.4,58.0,667,4.64,4.67,2.95 +40379,0.51,Ideal,I,VS2,62.1,54.0,1131,5.12,5.16,3.19 +28000,0.3,Premium,E,VS2,62.5,58.0,658,4.26,4.31,2.68 +37071,0.41,Ideal,F,SI1,62.8,57.0,969,4.73,4.69,2.96 +34385,0.41,Ideal,F,VS2,62.7,56.0,863,4.72,4.78,2.98 +20135,1.57,Premium,J,VS1,61.3,59.0,8595,7.44,7.47,4.57 +4350,0.72,Premium,D,VS1,62.7,56.0,3601,5.76,5.69,3.59 +46310,0.3,Premium,E,SI1,59.8,60.0,526,4.31,4.35,2.59 +13745,1.22,Ideal,I,SI1,61.7,57.0,5602,6.91,6.86,4.25 +13529,1.1,Ideal,I,VS1,61.7,57.0,5544,6.65,6.62,4.09 +15490,1.02,Very Good,H,VS1,61.4,56.5,6204,6.44,6.47,3.97 +42763,0.56,Premium,G,SI1,62.8,55.0,1345,5.28,5.26,3.31 +52645,0.24,Very Good,E,VVS2,60.3,58.0,552,4.03,4.06,2.44 +53709,0.91,Ideal,F,SI2,61.8,56.0,2718,6.19,6.17,3.82 +14064,0.3,Good,G,VS1,63.4,58.0,605,4.23,4.25,2.69 +15162,1.14,Premium,H,VS2,60.2,58.0,6095,6.81,6.74,4.08 +49484,0.7,Good,E,SI2,61.0,64.0,2116,5.63,5.69,3.45 +1959,1.01,Good,J,SI2,63.7,60.0,3088,6.4,6.29,4.05 +53092,0.71,Ideal,E,VS2,62.9,55.0,2613,5.76,5.72,3.61 +35845,0.4,Ideal,G,VVS2,62.4,57.0,917,4.7,4.73,2.94 +37780,0.38,Very Good,E,VVS2,61.8,56.0,1000,4.66,4.68,2.88 +51017,0.71,Ideal,I,VS1,62.1,56.0,2327,5.72,5.68,3.54 +864,0.7,Good,D,SI1,62.5,56.7,2872,5.59,5.62,3.51 +21210,1.5,Very Good,I,VS2,60.5,60.0,9354,7.31,7.4,4.45 +38618,0.3,Ideal,J,IF,61.5,57.0,489,4.29,4.36,2.66 +22085,1.59,Ideal,I,SI1,62.4,56.0,10106,7.48,7.46,4.66 +46602,0.54,Ideal,D,SI1,62.1,56.0,1786,5.25,5.21,3.25 +40181,0.44,Premium,H,VVS1,60.1,58.0,1119,4.92,4.96,2.97 +2934,0.91,Good,J,VS2,61.3,61.0,3290,6.18,6.25,3.81 +36915,0.41,Ideal,H,VVS2,62.0,56.0,961,4.78,4.74,2.95 +126,0.7,Premium,F,VS2,61.6,60.0,2762,5.65,5.59,3.46 +36160,0.57,Very Good,G,I1,59.5,56.9,929,5.42,5.46,3.24 +31192,0.4,Very Good,J,VS1,63.5,56.0,756,4.7,4.69,2.98 +46555,0.51,Premium,E,VS2,62.5,59.0,1781,5.11,5.06,3.18 +53363,0.7,Premium,F,VS2,60.2,59.0,2657,5.78,5.74,3.47 +43588,0.56,Premium,H,VS2,62.2,60.0,1432,5.28,5.23,3.27 +14633,1.11,Premium,E,SI1,61.3,58.0,5908,6.66,6.61,4.07 +52828,0.7,Ideal,F,SI1,62.1,56.0,2573,5.65,5.67,3.51 +28688,0.4,Good,F,SI1,63.6,59.0,678,4.64,4.67,2.96 +47778,0.6,Very Good,D,SI1,62.2,56.0,1896,5.4,5.44,3.37 +16652,1.03,Ideal,G,VS1,63.0,56.0,6659,6.46,6.43,4.06 +15627,1.01,Fair,G,VS2,59.1,56.0,6271,6.55,6.52,3.86 +42399,0.51,Premium,F,SI1,59.4,60.0,1308,5.19,5.21,3.09 +44714,0.5,Ideal,E,VS2,61.4,55.0,1614,5.12,5.14,3.15 +42419,0.33,Ideal,E,VVS1,61.9,57.0,1312,4.43,4.46,2.75 +32275,0.3,Premium,G,VVS1,60.5,59.0,789,4.33,4.36,2.63 +27259,2.0,Premium,D,SI2,61.6,59.0,17674,8.09,8.2,5.02 +42792,0.6,Good,G,SI1,65.3,56.0,1350,5.21,5.26,3.42 +27765,0.32,Premium,H,VS2,60.6,58.0,648,4.47,4.44,2.7 +19916,1.27,Premium,D,SI1,62.5,58.0,8463,6.92,6.87,4.31 +26300,2.19,Premium,H,SI1,62.3,62.0,15801,8.27,8.25,5.15 +5098,0.91,Ideal,E,SI2,62.7,57.0,3756,6.19,6.26,3.9 +6989,0.9,Premium,H,VS2,61.8,58.0,4155,6.12,6.17,3.8 +11811,1.16,Premium,H,SI1,61.9,59.0,5091,6.73,6.74,4.17 +39250,0.41,Ideal,G,VVS1,62.4,53.0,1068,4.79,4.8,2.99 +1689,0.73,Ideal,G,VS1,61.6,57.0,3033,5.76,5.79,3.56 +43043,0.5,Very Good,E,SI1,63.3,57.0,1374,5.01,4.94,3.15 +1738,0.32,Ideal,G,VS2,61.6,57.0,561,4.39,4.41,2.71 +26595,1.74,Ideal,G,VS2,62.9,57.0,16316,7.68,7.64,4.82 +10527,1.0,Good,G,VS1,63.7,60.0,4805,6.38,6.31,4.04 +22500,1.28,Ideal,G,VS1,62.1,56.0,10537,6.97,6.94,4.32 +40823,0.39,Ideal,G,VVS1,62.3,57.0,1170,4.7,4.64,2.91 +31525,0.34,Premium,E,SI1,61.8,58.0,765,4.5,4.47,2.77 +36496,0.38,Very Good,D,VVS2,60.8,55.0,944,4.67,4.71,2.85 +49418,0.53,Ideal,G,VVS1,61.4,57.0,2106,5.21,5.18,3.19 +28805,0.37,Ideal,G,VS2,60.3,56.0,682,4.67,4.7,2.83 +23150,1.08,Ideal,E,VVS2,61.0,56.0,11166,6.64,6.67,4.06 +19065,1.73,Good,J,SI1,63.8,60.0,7847,7.57,7.5,4.8 +49866,0.51,Good,D,VVS2,63.1,58.0,2174,5.07,5.1,3.21 +34862,0.3,Premium,G,VVS2,62.3,59.0,878,4.29,4.25,2.66 +36691,0.39,Premium,E,VS2,62.5,60.0,951,4.67,4.64,2.91 +960,0.66,Ideal,G,VVS1,61.5,56.0,2890,5.61,5.58,3.44 +24841,2.33,Good,G,SI2,63.9,60.0,13242,8.37,8.3,5.32 +29937,0.34,Very Good,E,SI1,63.4,55.0,714,4.46,4.44,2.82 +7698,1.01,Good,F,SI1,64.1,60.0,4276,6.21,6.16,3.97 +25748,1.51,Premium,F,VS2,61.6,58.0,14683,7.32,7.35,4.52 +35094,0.3,Ideal,F,IF,62.3,55.0,886,4.3,4.34,2.69 +23161,1.76,Premium,J,VS1,62.0,58.0,11177,7.74,7.7,4.79 +1478,0.75,Ideal,E,SI1,62.2,57.0,2985,5.82,5.86,3.63 +29774,0.3,Ideal,I,VVS1,61.3,57.0,709,4.34,4.31,2.65 +23766,2.04,Good,I,SI1,57.7,64.0,11820,8.39,8.31,4.82 +14700,1.02,Very Good,F,SI1,62.9,56.0,5930,6.39,6.43,4.03 +39110,0.41,Ideal,H,VS1,61.9,56.0,1061,4.78,4.75,2.95 +7081,1.05,Ideal,I,SI2,60.9,57.0,4163,6.55,6.62,4.01 +49818,0.76,Ideal,J,VVS2,62.0,57.0,2167,5.86,5.81,3.62 +1605,0.7,Ideal,F,VS2,61.4,58.0,3011,5.7,5.73,3.51 +33102,0.32,Very Good,E,VVS2,61.6,54.0,816,4.43,4.46,2.74 +53520,0.72,Very Good,E,SI2,61.4,58.0,2688,5.76,5.8,3.55 +41787,0.55,Ideal,H,SI1,61.5,54.0,1248,5.3,5.33,3.27 +1664,0.72,Premium,E,VS2,60.4,61.0,3024,5.79,5.76,3.49 +44243,0.51,Very Good,F,VS2,63.1,57.0,1574,5.1,5.08,3.21 +48061,0.55,Ideal,D,VS2,61.4,57.0,1928,5.27,5.31,3.25 +44443,0.59,Premium,H,VS2,60.2,60.0,1590,5.45,5.42,3.27 +9655,0.91,Ideal,F,SI2,62.0,56.0,4642,6.2,6.22,3.85 +34743,0.37,Ideal,E,VVS2,61.4,56.0,876,4.64,4.67,2.86 +19661,1.53,Very Good,E,SI2,59.3,60.0,8270,7.44,7.46,4.42 +20483,1.75,Premium,F,SI2,58.0,59.0,8820,7.97,7.92,4.61 +45420,0.55,Ideal,E,SI1,61.7,56.0,1668,5.29,5.24,3.25 +19877,1.31,Ideal,H,VS1,61.5,55.0,8429,7.02,7.05,4.33 +3155,0.93,Premium,F,SI2,60.0,60.0,3333,6.36,6.31,3.8 +37141,0.4,Very Good,F,VVS2,62.9,55.0,972,4.72,4.75,2.98 +29990,0.32,Ideal,F,VS1,61.6,57.0,716,4.39,4.42,2.71 +19938,1.2,Ideal,F,VS2,62.3,55.0,8486,6.83,6.79,4.24 +35861,0.4,Ideal,F,VS1,61.6,55.0,917,4.74,4.78,2.93 +37298,0.38,Ideal,F,VS1,62.5,56.0,978,4.6,4.62,2.88 +22158,1.61,Ideal,F,SI1,60.9,57.0,10197,7.58,7.51,4.6 +22032,0.34,Very Good,H,SI1,63.3,56.0,628,4.46,4.45,2.82 +52923,0.58,Ideal,D,VS2,60.8,57.0,2590,5.4,5.42,3.29 +2303,0.74,Good,E,VS2,63.9,54.0,3163,5.77,5.81,3.7 +3206,0.73,Ideal,D,VS2,61.5,57.0,3346,5.81,5.83,3.58 +22957,1.7,Premium,J,VVS1,62.9,60.0,11005,7.61,7.56,4.77 +49988,0.73,Good,F,SI2,58.1,62.0,2191,5.92,5.93,3.44 +39086,0.51,Ideal,I,VS2,60.6,57.0,1060,5.16,5.21,3.14 +15732,1.51,Fair,H,SI2,64.5,59.0,6291,7.21,7.15,4.63 +43080,0.5,Ideal,F,SI1,62.7,57.0,1378,5.09,5.06,3.18 +12724,1.02,Premium,H,VS2,62.5,56.0,5312,6.45,6.42,4.02 +31892,0.3,Ideal,G,VS1,61.9,56.0,776,4.34,4.29,2.67 +26195,2.01,Fair,G,SI2,65.6,56.0,15562,7.89,7.84,6.16 +46993,0.57,Very Good,G,VS1,61.0,55.0,1817,5.36,5.43,3.28 +5346,0.53,Ideal,D,IF,62.2,55.0,3812,5.17,5.19,3.22 +38806,0.31,Premium,G,VVS1,61.4,58.0,1046,4.35,4.32,2.66 +25024,0.3,Ideal,E,SI1,61.7,55.0,640,4.33,4.36,2.68 +52381,0.7,Very Good,G,VS2,62.7,57.0,2507,5.65,5.7,3.56 +15273,1.12,Very Good,D,SI1,59.9,57.0,6132,6.76,6.8,4.06 +7929,0.93,Ideal,H,SI1,61.7,55.0,4317,6.26,6.29,3.87 +49099,0.64,Good,F,VS2,59.3,60.7,2063,5.59,5.66,3.34 +34398,0.31,Ideal,E,VVS1,61.1,56.0,863,4.36,4.38,2.67 +21771,1.23,Premium,D,VS2,59.3,59.0,9836,7.03,6.96,4.15 +16507,1.26,Ideal,H,SI2,61.8,54.0,6597,6.95,6.99,4.31 +31684,0.26,Ideal,E,VVS1,61.7,57.0,769,4.1,4.07,2.52 +984,0.74,Very Good,G,VS1,59.8,58.0,2896,5.85,5.89,3.51 +19045,0.33,Very Good,G,VS1,61.6,57.0,621,4.42,4.51,2.75 +46539,0.51,Ideal,E,VS2,60.4,57.0,1781,5.18,5.15,3.12 +15631,1.01,Premium,F,VS2,62.3,58.0,6271,6.34,6.3,3.94 +45262,0.54,Ideal,D,SI1,61.5,56.0,1662,5.23,5.25,3.22 +36664,0.41,Ideal,G,VS2,60.9,56.0,949,4.82,4.84,2.94 +45178,0.58,Very Good,E,VS2,61.9,58.0,1656,5.31,5.36,3.3 +6479,1.11,Fair,J,SI2,64.8,55.1,4056,6.44,6.55,4.21 +37728,0.3,Very Good,E,VVS1,63.5,57.0,995,4.27,4.23,2.7 +44506,0.52,Ideal,D,SI1,61.8,57.0,1600,5.14,5.19,3.19 +9320,1.09,Premium,H,SI2,62.1,55.0,4578,6.63,6.58,4.1 +46587,0.55,Very Good,G,VS1,62.0,57.0,1786,5.25,5.3,3.27 +32647,0.31,Ideal,H,VVS2,61.8,56.0,802,4.36,4.34,2.69 +3971,0.9,Fair,E,SI1,65.5,59.0,3508,6.06,6.03,3.96 +14097,1.23,Premium,I,SI1,62.0,57.0,5717,6.91,6.83,4.26 +23203,1.54,Premium,G,SI1,61.8,59.0,11209,7.37,7.32,4.54 +2263,0.92,Good,E,SI2,62.0,64.0,3153,6.2,6.16,3.83 +47765,0.58,Ideal,E,VS1,62.6,56.0,1893,5.33,5.27,3.32 +44031,0.51,Premium,G,VS2,62.4,58.0,1546,5.12,5.11,3.19 +23978,2.06,Ideal,H,SI2,61.5,56.0,12119,8.23,8.18,5.04 +2404,0.74,Ideal,D,VS2,61.1,54.0,3177,5.86,5.89,3.59 +52182,0.72,Ideal,E,SI1,62.0,57.0,2476,5.72,5.66,3.53 +8098,1.08,Ideal,H,SI2,62.1,56.0,4344,6.54,6.6,4.08 +22765,1.2,Ideal,G,VVS1,63.1,56.0,10786,6.74,6.7,4.24 +53460,0.7,Ideal,E,SI1,62.8,55.0,2677,5.65,5.69,3.56 +34664,0.31,Premium,E,VS2,61.6,59.0,872,4.35,4.32,2.67 +6614,0.9,Premium,H,VS2,61.8,58.0,4082,6.17,6.12,3.8 +15496,1.0,Premium,G,VVS2,62.8,57.0,6209,6.38,6.29,3.98 +18249,1.17,Ideal,G,VS2,61.3,56.0,7413,6.79,6.81,4.17 +39804,0.38,Ideal,F,VVS1,61.0,57.0,1096,4.67,4.71,2.86 +44558,0.52,Ideal,F,VS2,63.0,56.0,1605,5.16,5.1,3.23 +28857,0.41,Premium,H,SI1,60.5,58.0,683,4.81,4.85,2.92 +34130,0.32,Ideal,D,VVS2,59.9,59.0,854,4.45,4.46,2.67 +21308,1.01,Ideal,F,VVS2,63.0,57.0,9463,6.36,6.4,4.02 +42727,0.37,Ideal,F,VVS1,59.2,57.0,1342,4.71,4.75,2.8 +29929,0.43,Premium,E,I1,58.4,62.0,713,5.0,4.94,2.9 +4237,1.15,Premium,G,I1,61.2,58.0,3574,6.8,6.74,4.14 +15670,1.0,Fair,E,VS2,57.3,64.0,6285,6.59,6.46,3.79 +17701,0.32,Ideal,G,SI1,60.9,57.0,612,4.46,4.44,2.71 +26118,2.01,Good,D,SI2,64.6,55.0,15394,7.85,7.98,5.11 +9160,1.01,Very Good,E,SI2,60.0,60.0,4540,6.57,6.49,3.92 +6022,1.18,Very Good,E,I1,63.3,57.0,3965,6.7,6.64,4.22 +29418,0.42,Ideal,H,SI1,62.7,56.0,700,4.76,4.78,2.99 +29582,0.41,Very Good,E,SI1,61.8,60.0,705,4.74,4.78,2.94 +24576,1.51,Very Good,G,VS2,63.3,60.0,12872,7.28,7.2,4.58 +992,1.01,Very Good,I,I1,63.1,57.0,2896,6.39,6.35,4.02 +9538,1.01,Good,E,SI1,63.2,59.0,4619,6.25,6.28,3.96 +13229,1.21,Premium,H,VS2,60.8,62.0,5461,6.82,6.78,4.13 +5801,0.95,Premium,E,SI2,58.9,61.0,3907,6.45,6.41,3.79 +33573,0.38,Very Good,D,SI1,62.2,53.8,831,4.65,4.69,2.9 +24010,2.11,Ideal,H,SI2,61.5,57.0,12179,8.3,8.25,5.09 +50964,0.61,Ideal,E,VS1,62.1,57.0,2324,5.41,5.47,3.38 +18607,1.0,Very Good,G,VVS2,63.1,58.0,7589,6.37,6.33,4.01 +50878,0.72,Premium,F,SI1,61.6,60.0,2314,5.79,5.73,3.55 +47109,0.53,Ideal,E,VS1,60.9,57.0,1827,5.25,5.19,3.18 +37757,0.38,Premium,D,VS2,61.6,59.0,998,4.66,4.62,2.86 +5964,0.9,Very Good,F,SI1,61.7,60.0,3950,6.16,6.22,3.82 +19528,1.02,Ideal,G,IF,62.5,57.0,8162,6.37,6.44,4.0 +12074,1.37,Premium,J,SI2,60.7,60.0,5156,7.19,7.07,4.33 +30982,0.37,Good,F,VS2,63.3,56.0,746,4.56,4.63,2.91 +17443,1.56,Very Good,J,SI2,58.3,63.0,6996,7.64,7.7,4.47 +151,0.71,Premium,D,SI2,61.7,59.0,2768,5.71,5.67,3.51 +27771,0.32,Ideal,H,VS2,62.0,55.0,648,4.4,4.38,2.72 +42487,0.47,Ideal,D,VS2,61.9,56.0,1319,4.99,5.03,3.1 +1100,0.7,Very Good,D,VS2,60.7,60.0,2913,5.72,5.74,3.48 +29708,0.31,Ideal,G,VVS2,61.4,56.0,707,4.35,4.38,2.68 +22262,1.09,Ideal,E,VVS2,61.6,56.0,10314,6.6,6.64,4.08 +38932,0.4,Premium,E,VS1,60.4,59.0,1053,4.76,4.81,2.89 +15095,1.01,Good,D,VS2,64.2,60.0,6066,6.32,6.35,4.07 +52932,0.72,Ideal,I,VVS2,61.3,56.0,2591,5.77,5.8,3.55 +40761,0.4,Very Good,E,VVS1,63.4,57.0,1164,4.64,4.66,2.95 +14626,1.24,Ideal,I,SI1,62.1,56.0,5902,6.88,6.84,4.26 +23872,2.0,Fair,J,VS2,65.4,58.0,11966,7.96,7.75,5.14 +45810,0.51,Ideal,F,VS2,62.3,56.0,1711,5.12,5.08,3.18 +38847,0.56,Premium,J,SI1,60.3,59.0,1050,5.34,5.3,3.21 +31696,0.36,Ideal,F,SI1,60.1,56.0,770,4.67,4.62,2.79 +52276,0.7,Ideal,H,VS1,61.0,56.0,2492,5.74,5.76,3.51 +11668,1.22,Very Good,J,VS1,59.0,63.0,5056,7.05,7.02,4.15 +9716,0.3,Ideal,H,VVS2,62.2,57.0,590,4.26,4.29,2.66 +47852,0.77,Premium,J,SI1,61.8,59.0,1909,5.82,5.86,3.61 +35152,0.31,Ideal,E,VVS1,61.7,56.0,890,4.38,4.41,2.71 +19567,1.52,Very Good,H,SI2,62.7,57.0,8194,7.32,7.36,4.6 +32741,0.33,Ideal,E,VS1,60.0,57.0,802,4.5,4.47,2.69 +52619,0.7,Very Good,H,SI1,61.1,56.0,2548,5.72,5.76,3.51 +14175,1.11,Premium,G,SI1,62.4,58.0,5750,6.65,6.61,4.14 +23592,1.51,Premium,F,SI1,62.2,59.0,11607,7.34,7.3,4.55 +12535,1.02,Ideal,D,SI1,62.3,56.0,5266,6.49,6.45,4.03 +1861,0.8,Ideal,F,SI2,61.8,59.0,3066,5.94,5.96,3.68 +33567,0.43,Premium,D,SI1,60.1,58.0,830,4.89,4.93,2.95 +18931,1.03,Premium,E,VS1,62.4,58.0,7778,6.41,6.5,4.03 +12949,1.23,Good,J,VS2,63.6,57.0,5386,6.79,6.74,4.3 +6470,0.9,Very Good,F,SI1,59.8,54.0,4054,6.25,6.32,3.76 +41115,0.51,Premium,H,SI1,60.4,58.0,1195,5.21,5.19,3.14 +20076,1.01,Ideal,F,VS1,61.7,56.0,8552,6.48,6.45,3.99 +2837,0.75,Very Good,F,VS1,57.9,62.0,3268,5.96,6.0,3.46 +22661,1.55,Very Good,G,SI1,59.2,59.0,10707,7.51,7.59,4.47 +39990,0.41,Premium,F,VS2,61.3,58.0,1107,4.84,4.79,2.95 +31627,0.3,Ideal,H,SI1,62.2,57.0,450,4.27,4.28,2.66 +40308,0.4,Premium,E,VS1,60.3,58.0,1125,4.82,4.8,2.9 +24672,2.07,Fair,D,SI2,64.5,60.0,13016,7.99,7.88,5.12 +38030,0.38,Ideal,F,VVS2,61.3,56.2,1010,4.69,4.71,2.88 +34967,0.23,Very Good,F,VVS2,63.1,56.0,472,3.93,3.96,2.49 +40100,0.33,Ideal,G,VVS1,61.8,55.0,1114,4.45,4.42,2.74 +8180,0.96,Premium,E,SI1,58.7,62.0,4365,6.41,6.39,3.76 +38298,0.28,Good,F,VS1,58.3,58.0,487,4.33,4.35,2.53 +5190,0.9,Good,H,VS2,63.6,55.0,3775,6.14,6.09,3.89 +9220,1.13,Ideal,H,SI1,61.3,57.0,4556,6.72,6.7,4.11 +38678,0.3,Ideal,D,VVS2,61.6,56.0,1041,4.32,4.35,2.67 +33816,0.4,Good,I,VVS1,63.5,57.0,842,4.65,4.68,2.96 +33056,0.3,Ideal,F,VVS1,62.5,55.0,814,4.26,4.29,2.67 +50552,0.7,Ideal,I,VVS2,62.1,58.0,2276,5.63,5.68,3.51 +34515,0.3,Premium,F,VVS1,62.0,59.0,868,4.24,4.28,2.64 +39822,0.38,Ideal,E,VVS2,62.4,56.0,1097,4.69,4.63,2.91 +1282,0.81,Ideal,H,SI1,62.3,58.0,2951,5.95,5.96,3.71 +1830,1.03,Very Good,G,I1,62.4,57.0,3060,6.41,6.45,4.01 +26593,2.65,Premium,G,SI2,62.0,61.0,16314,8.82,8.75,5.45 +2022,0.9,Very Good,H,SI2,59.5,63.0,3105,6.31,6.26,3.74 +6559,1.07,Premium,I,SI1,58.4,60.0,4075,6.78,6.68,3.93 +7930,1.01,Fair,F,SI2,65.3,59.0,4317,6.28,6.24,4.09 +28012,0.3,Very Good,E,VS2,62.9,58.0,658,4.22,4.24,2.66 +13678,1.02,Good,H,VS1,59.8,63.0,5598,6.54,6.61,3.93 +39168,0.4,Premium,J,IF,62.2,61.0,1063,4.71,4.68,2.92 +52911,0.76,Ideal,H,SI1,61.8,56.0,2587,5.88,5.84,3.62 +6711,0.31,Good,J,VS1,61.9,61.0,412,4.29,4.34,2.67 +53742,0.78,Good,E,SI1,57.9,62.0,2723,6.06,6.03,3.5 +2925,0.73,Very Good,G,VVS2,61.4,58.0,3288,5.83,5.86,3.59 +35865,0.41,Good,E,VS1,58.4,58.0,917,4.88,4.91,2.86 +38478,0.42,Ideal,G,VVS2,62.1,57.0,1031,4.77,4.8,2.97 +12789,1.19,Ideal,I,SI1,63.7,57.0,5331,6.73,6.69,4.28 +26361,0.32,Premium,G,VS1,62.1,58.0,645,4.37,4.39,2.72 +18655,1.35,Ideal,H,SI1,62.8,57.0,7619,6.98,7.09,4.42 +38488,0.42,Very Good,F,VS1,59.9,61.0,1031,4.84,4.88,2.91 +19942,1.02,Premium,G,IF,61.8,59.0,8489,6.41,6.46,3.98 +41871,0.38,Premium,F,VVS1,61.6,58.0,1257,4.66,4.63,2.86 +20945,1.26,Very Good,G,VVS2,62.1,58.0,9158,6.92,6.83,4.27 +2665,0.72,Ideal,D,VS2,60.9,55.0,3236,5.77,5.89,3.55 +14638,1.01,Very Good,H,VS2,59.7,64.0,5911,6.45,6.48,3.86 +47484,0.6,Good,E,SI1,62.7,60.1,1863,5.31,5.36,3.35 +4690,0.92,Premium,H,SI1,62.2,58.0,3675,6.19,6.23,3.86 +39904,0.35,Ideal,H,IF,61.7,54.0,1103,4.55,4.53,2.8 +39969,0.4,Ideal,E,VVS2,62.5,54.0,1106,4.73,4.77,2.97 +13452,1.03,Premium,H,VS1,62.0,59.0,5523,6.45,6.48,4.01 +21994,1.66,Premium,J,VVS2,62.6,59.0,10062,7.58,7.54,4.73 +7055,0.33,Ideal,H,VS1,61.7,54.0,579,4.45,4.47,2.75 +2139,0.77,Very Good,G,VS2,62.8,59.0,3124,5.81,5.84,3.66 +51654,0.26,Ideal,G,VVS2,62.3,56.0,545,4.07,4.1,2.54 +33126,0.31,Very Good,G,VVS1,60.4,59.0,816,4.37,4.41,2.65 +45522,0.5,Premium,D,VS2,61.1,58.0,1683,5.18,5.09,3.14 +34983,0.34,Premium,F,VS2,62.9,58.0,880,4.46,4.44,2.8 +39617,0.35,Premium,E,SI2,61.0,58.0,491,4.52,4.56,2.77 +22305,1.54,Very Good,I,VS1,61.1,63.0,10349,7.43,7.36,4.52 +33857,0.3,Premium,E,VS2,59.1,58.0,844,4.39,4.37,2.59 +18660,1.31,Premium,F,SI1,62.6,58.0,7625,6.98,7.02,4.38 +20591,1.5,Very Good,J,VS1,63.3,57.0,8896,7.24,7.2,4.57 +22928,1.57,Ideal,I,VS2,60.4,58.0,10964,7.55,7.59,4.57 +4159,0.76,Very Good,G,VVS2,62.3,57.0,3549,5.79,5.84,3.62 +31287,0.36,Ideal,F,SI2,62.2,55.0,450,4.57,4.59,2.85 +24523,1.57,Ideal,H,VS1,62.2,55.0,12810,7.44,7.49,4.64 +46744,0.72,Good,H,SI2,64.1,58.0,1799,5.68,5.65,3.63 +30622,0.3,Very Good,G,SI1,61.4,57.0,447,4.31,4.35,2.66 +47638,0.51,Ideal,D,VS2,61.2,55.0,1882,5.17,5.13,3.15 +1564,0.75,Very Good,E,SI1,61.1,59.0,3005,5.85,5.9,3.59 +12394,1.07,Ideal,G,SI1,62.1,57.0,5232,6.59,6.52,4.07 +52313,0.3,Ideal,F,SI1,61.4,55.0,550,4.31,4.34,2.65 +44801,0.5,Premium,E,VS2,62.3,60.0,1624,5.05,5.09,3.16 +50032,0.54,Very Good,F,VVS2,60.2,59.0,2198,5.27,5.3,3.18 +31017,0.31,Very Good,G,VVS1,61.5,55.0,749,4.36,4.4,2.69 +18401,1.45,Ideal,J,VS2,61.9,59.0,7477,7.16,7.21,4.45 +17657,1.2,Very Good,F,VS2,62.4,58.0,7114,6.76,6.8,4.23 +12286,1.01,Very Good,E,SI1,62.0,61.0,5216,6.38,6.42,3.97 +14009,1.01,Good,F,VS2,65.2,57.0,5700,6.19,6.23,4.05 +5863,0.88,Premium,F,VS1,60.7,55.0,3921,6.28,6.22,3.79 +18404,1.06,Premium,D,VS2,59.3,55.0,7479,6.7,6.65,3.96 +48795,0.78,Premium,J,SI2,60.6,58.0,2022,5.94,5.91,3.59 +28804,0.4,Very Good,G,SI1,61.9,55.0,682,4.71,4.75,2.93 +29267,0.31,Very Good,E,SI1,63.1,54.0,698,4.34,4.31,2.73 +44592,0.53,Premium,I,VVS1,63.0,56.0,1607,5.19,5.13,3.25 +30811,0.31,Ideal,G,VVS1,61.8,55.0,743,4.35,4.39,2.7 +11359,1.12,Premium,H,SI1,62.4,56.0,4994,6.74,6.63,4.17 +37795,0.38,Ideal,E,VS1,62.7,55.0,1000,4.6,4.65,2.9 +34352,0.34,Premium,H,VVS1,61.2,58.0,862,4.51,4.48,2.75 +34640,0.31,Ideal,E,VS2,61.7,55.0,872,4.39,4.36,2.7 +20052,0.31,Very Good,G,VS1,62.9,58.0,625,4.3,4.35,2.72 +3841,0.9,Premium,D,SI2,63.0,58.0,3473,6.16,6.12,3.87 +10838,1.09,Ideal,H,SI1,62.4,55.0,4871,6.68,6.59,4.14 +15185,1.0,Very Good,F,VS1,58.4,63.0,6098,6.58,6.47,3.81 +48271,0.53,Ideal,D,VS2,60.6,57.0,1956,5.28,5.24,3.19 +51078,0.52,Ideal,F,VVS1,62.3,56.0,2333,5.14,5.16,3.21 +35294,0.3,Very Good,I,VS1,63.0,53.0,473,4.26,4.31,2.7 +24652,1.58,Ideal,F,SI1,60.2,56.0,12991,7.57,7.64,4.58 +45831,0.71,Ideal,J,SI1,61.0,57.0,1713,5.78,5.8,3.53 +3782,0.74,Premium,D,VS1,62.3,58.0,3461,5.79,5.77,3.6 +5706,0.3,Premium,D,SI2,61.2,57.0,574,4.33,4.3,2.64 +24806,1.71,Ideal,H,VS2,62.4,58.0,13190,7.64,7.68,4.78 +11660,1.24,Ideal,H,VS1,63.0,55.0,5055,6.84,6.81,4.3 +29233,0.39,Very Good,H,SI1,58.4,63.0,696,4.8,4.85,2.82 +51910,0.7,Premium,H,VS1,60.2,56.0,2435,5.78,5.71,3.46 +50656,0.31,Good,E,SI1,63.4,55.0,544,4.29,4.32,2.73 +28435,0.3,Ideal,E,VS1,61.8,56.0,670,4.32,4.35,2.68 +30210,0.33,Ideal,E,VS2,61.0,57.0,723,4.43,4.46,2.71 +35255,0.3,Good,G,IF,63.5,55.0,895,4.26,4.28,2.71 +52771,0.73,Very Good,G,SI1,58.8,61.0,2564,5.87,5.93,3.47 +47067,0.52,Ideal,D,VS2,62.6,56.0,1822,5.11,5.14,3.21 +47905,0.52,Ideal,D,VS1,62.1,57.0,1914,5.13,5.2,3.21 +5016,0.91,Premium,F,SI2,62.6,58.0,3746,6.14,6.09,3.83 +3104,1.06,Ideal,G,SI2,61.0,56.0,3321,6.62,6.56,4.02 +50376,0.53,Ideal,E,VVS2,62.5,57.0,2250,5.12,5.18,3.22 +7132,1.08,Premium,J,SI1,61.0,60.0,4173,6.62,6.57,4.02 +17052,0.4,Ideal,I,SI2,61.3,56.0,612,4.76,4.79,2.93 +29660,0.35,Ideal,G,VS1,61.9,55.0,706,4.51,4.53,2.8 +16476,1.28,Premium,I,VS1,61.1,61.0,6583,7.01,6.96,4.27 +36956,0.33,Ideal,I,VS2,61.4,56.0,480,4.45,4.48,2.74 +48987,0.36,Ideal,H,SI1,62.3,53.0,538,4.57,4.61,2.86 +42607,0.32,Very Good,I,VS1,59.8,60.0,505,4.44,4.46,2.66 +35015,0.4,Good,E,SI1,63.8,56.0,882,4.74,4.7,3.01 +17171,1.25,Premium,G,SI1,60.7,58.0,6856,6.97,6.9,4.21 +15911,1.04,Very Good,F,VS2,61.0,60.0,6361,6.54,6.48,3.97 +34144,0.33,Very Good,F,VS2,63.2,56.0,854,4.41,4.39,2.78 +27977,0.3,Ideal,E,VS2,62.1,55.0,658,4.32,4.35,2.69 +20529,1.3,Premium,G,VS2,62.2,58.0,8854,6.92,6.98,4.32 +4197,0.78,Very Good,F,VS1,63.3,56.0,3563,5.84,5.89,3.71 +25207,2.09,Ideal,I,SI2,61.2,57.0,13807,8.19,8.27,5.04 +19807,1.5,Ideal,I,SI1,62.3,56.0,8371,7.35,7.41,4.6 +26012,0.35,Ideal,D,SI1,62.3,55.0,644,4.51,4.54,2.82 +52279,0.7,Premium,F,SI1,61.0,60.0,2492,5.75,5.72,3.5 +17133,1.05,Ideal,G,VS2,61.6,56.0,6837,6.52,6.56,4.03 +29957,0.23,Premium,F,VVS2,61.3,59.0,445,3.94,3.99,2.43 +37078,0.41,Ideal,F,SI1,62.9,56.0,969,4.73,4.71,2.97 +26580,2.0,Good,I,VS2,63.6,60.0,16291,7.95,8.03,5.08 +20307,1.51,Good,I,VS2,62.9,57.0,8720,7.23,7.27,4.56 +53488,0.5,Ideal,E,VVS1,61.9,58.0,2682,5.07,5.11,3.15 +25747,1.52,Very Good,D,VS2,63.4,59.0,14680,7.32,7.24,4.61 +39287,0.3,Ideal,H,VS2,62.1,56.0,491,4.32,4.34,2.69 +35046,0.42,Ideal,I,VVS1,60.2,57.0,884,4.85,4.88,2.93 +3260,0.7,Very Good,E,VS1,60.7,57.0,3358,5.72,5.75,3.48 +23758,1.54,Premium,G,VS2,63.0,59.0,11815,7.36,7.3,4.62 +1946,0.81,Premium,G,VS2,61.2,60.0,3084,6.0,5.99,3.67 +31356,0.27,Ideal,F,IF,61.8,55.0,760,4.14,4.21,2.57 +37676,0.7,Fair,F,I1,65.4,59.0,992,5.6,5.49,3.63 +1923,0.71,Premium,F,VS1,58.6,62.0,3082,5.88,5.82,3.43 +23690,1.5,Very Good,H,VVS2,62.9,59.0,11748,7.26,7.31,4.58 +34993,0.35,Ideal,E,VVS2,61.3,56.0,881,4.54,4.6,2.8 +48866,0.71,Ideal,J,VS1,61.9,55.0,2034,5.75,5.69,3.54 +23530,1.5,Very Good,E,SI1,61.4,59.0,11533,7.24,7.41,4.5 +17479,1.2,Ideal,E,SI2,62.0,57.0,7018,6.8,6.82,4.22 +6130,1.17,Premium,F,I1,62.2,58.0,3984,6.76,6.72,4.19 +27752,0.32,Premium,I,VS1,62.6,58.0,648,4.4,4.38,2.75 +28161,0.3,Ideal,H,VVS1,61.3,57.0,665,4.32,4.36,2.66 +7049,0.93,Very Good,G,SI2,62.9,56.0,4163,6.2,6.23,3.91 +40889,0.42,Premium,F,VS1,62.7,61.0,1176,4.77,4.74,2.98 +46067,0.7,Very Good,F,I1,63.2,61.0,1736,5.57,5.48,3.49 +29330,0.31,Premium,H,VS1,62.8,58.0,698,4.31,4.29,2.7 +44519,0.52,Premium,F,VS2,62.2,58.0,1600,5.12,5.17,3.2 +32524,0.35,Ideal,G,VVS2,62.1,56.0,798,4.47,4.51,2.79 +33685,0.4,Very Good,E,SI1,62.2,54.4,837,4.72,4.76,2.95 +42756,0.54,Very Good,D,SI2,63.2,57.0,1343,5.19,5.16,3.27 +1812,1.01,Fair,I,SI2,68.1,59.0,3054,6.14,6.11,4.17 +25840,2.0,Good,I,VS2,63.5,59.0,14889,7.93,7.98,5.05 +39233,0.38,Ideal,D,VS1,62.5,56.0,1067,4.64,4.67,2.91 +19010,1.21,Very Good,F,VS2,63.5,58.0,7826,6.76,6.73,4.28 +10728,0.31,Premium,I,SI1,60.7,58.0,593,4.42,4.38,2.67 +26215,1.56,Ideal,G,VVS2,62.3,54.0,15609,7.41,7.45,4.63 +10401,0.31,Premium,G,SI1,62.4,55.0,593,4.34,4.31,2.7 +31307,0.32,Ideal,D,VS2,62.7,57.0,758,4.4,4.44,2.77 +32887,0.4,Premium,F,SI2,62.6,60.0,810,4.68,4.65,2.92 +11245,1.1,Good,I,VS1,63.7,60.0,4967,6.61,6.45,4.16 +11434,1.11,Ideal,E,SI2,62.8,55.0,5004,6.62,6.6,4.15 +30067,0.4,Good,H,SI2,63.8,57.0,720,4.7,4.67,2.99 +2016,0.9,Fair,G,SI2,55.9,62.0,3104,6.35,6.42,3.57 +4088,0.9,Very Good,D,SI2,60.3,63.0,3534,6.12,6.22,3.72 +52284,0.59,Very Good,E,VVS2,61.7,59.0,2494,5.37,5.36,3.31 +40378,0.56,Ideal,J,VS2,61.4,56.0,1131,5.32,5.34,3.27 +27271,1.99,Fair,H,VS2,60.5,63.0,17713,8.2,8.11,4.93 +16127,1.11,Premium,G,VS2,60.4,58.0,6445,6.76,6.72,4.07 +47430,0.51,Ideal,G,VS1,61.8,56.0,1852,5.1,5.15,3.17 +39108,0.41,Premium,H,VS1,62.0,56.0,1061,4.78,4.74,2.95 +53008,0.7,Premium,H,VVS2,61.0,57.0,2596,5.76,5.72,3.5 +32342,0.3,Very Good,E,VVS2,61.4,58.0,789,4.25,4.28,2.62 +24947,1.11,Premium,D,VVS1,62.0,54.0,13405,6.67,6.63,4.16 +31391,0.43,Ideal,G,SI1,62.2,54.0,763,4.84,4.88,3.02 +6808,0.9,Good,D,SI1,64.4,60.0,4117,5.95,6.0,3.85 +37990,0.32,Ideal,F,VVS2,61.9,57.0,1008,4.39,4.36,2.71 +27295,1.72,Premium,G,VS1,59.4,60.0,17765,7.86,7.82,4.66 +43757,0.41,Ideal,F,IF,61.9,56.0,1439,4.77,4.79,2.96 +12486,1.0,Good,H,VS2,60.9,61.0,5254,6.38,6.42,3.9 +49785,0.71,Ideal,F,SI2,59.9,59.0,2161,5.79,5.83,3.48 +12757,1.0,Very Good,E,SI1,59.4,63.0,5322,6.47,6.42,3.83 +35292,0.3,Premium,I,VS1,60.3,58.0,473,4.32,4.34,2.61 +34404,0.34,Ideal,H,IF,61.8,54.0,863,4.51,4.55,2.8 +41328,0.31,Ideal,E,IF,62.5,56.0,1214,4.34,4.37,2.72 +39494,0.41,Ideal,E,VS1,62.3,57.0,1079,4.74,4.77,2.96 +51994,0.72,Ideal,H,VS2,62.0,56.0,2443,5.8,5.74,3.58 +28260,0.33,Premium,G,VS1,61.4,59.0,666,4.43,4.49,2.74 +18219,1.0,Good,E,VS1,63.6,59.0,7392,6.35,6.32,4.03 +48437,0.51,Ideal,G,VVS2,61.1,56.0,1974,5.19,5.15,3.16 +12090,1.23,Ideal,F,SI2,61.9,56.0,5163,6.89,6.93,4.28 +25474,1.69,Premium,F,VS2,59.8,60.0,14242,7.79,7.74,4.64 +30771,0.33,Very Good,F,VS1,62.7,59.0,741,4.35,4.39,2.74 +1789,0.82,Good,E,SI2,61.8,56.0,3050,5.95,5.99,3.69 +90,0.32,Premium,I,SI1,62.9,58.0,554,4.35,4.33,2.73 +18115,1.01,Very Good,E,VS1,62.9,60.0,7332,6.33,6.43,4.01 +21240,1.59,Premium,H,SI2,62.6,59.0,9385,7.42,7.4,4.64 +44965,0.53,Good,D,SI1,63.8,56.0,1636,5.16,5.12,3.28 +53450,0.52,Ideal,E,VVS2,61.3,56.0,2675,5.18,5.2,3.18 +35949,0.3,Ideal,F,SI1,61.9,54.0,475,4.33,4.36,2.69 +53086,0.57,Ideal,G,VVS1,60.9,56.0,2612,5.37,5.41,3.28 +29608,0.35,Ideal,H,VVS2,59.2,56.0,706,4.6,4.65,2.74 +45932,0.52,Ideal,G,VS1,61.6,54.0,1721,5.21,5.24,3.22 +37254,0.31,Ideal,F,VVS2,61.2,56.0,977,4.39,4.37,2.68 +33138,0.31,Ideal,E,VVS2,60.8,57.0,816,4.36,4.39,2.66 +26113,1.7,Good,E,VS2,64.1,60.0,15385,7.43,7.52,4.79 +30398,0.32,Very Good,G,VVS2,62.0,55.0,730,4.39,4.42,2.73 +1986,0.7,Very Good,E,VS1,63.4,57.0,3095,5.63,5.67,3.58 +34329,0.33,Ideal,G,IF,62.7,56.0,861,4.39,4.44,2.77 +23099,2.02,Premium,I,SI1,62.1,58.0,11119,8.1,8.04,5.01 +53759,0.72,Very Good,F,VS2,59.6,63.0,2724,5.92,5.75,3.48 +35862,0.4,Ideal,F,VS1,61.8,54.0,917,4.75,4.77,2.94 +19853,1.22,Ideal,H,VS1,61.9,54.0,8411,6.88,6.9,4.26 +5450,1.0,Premium,I,SI2,62.6,56.0,3830,6.4,6.34,3.99 +29312,0.31,Premium,H,VS1,59.9,60.0,698,4.45,4.4,2.65 +21577,1.6,Ideal,J,VS2,62.1,56.0,9681,7.47,7.51,4.65 +28761,0.31,Ideal,E,VS2,60.9,57.0,680,4.34,4.36,2.65 +50460,0.74,Very Good,H,SI2,63.1,56.0,2264,5.78,5.75,3.64 +43792,0.54,Ideal,G,VS2,62.8,55.0,1441,5.23,5.17,3.27 +26809,2.03,Very Good,I,SI1,62.2,59.0,16693,8.03,8.09,5.01 +6659,1.08,Ideal,J,VS2,62.3,56.0,4093,6.6,6.53,4.09 +42283,0.36,Ideal,G,SI2,62.3,54.0,505,4.57,4.61,2.86 +47568,0.51,Ideal,G,VVS2,61.8,56.0,1875,5.1,5.16,3.17 +15473,1.01,Very Good,F,VS2,59.1,59.0,6196,6.58,6.65,3.91 +11680,1.0,Premium,F,SI1,62.1,59.0,5060,6.36,6.39,3.96 +45707,0.56,Ideal,G,VS2,61.0,57.0,1698,5.34,5.32,3.25 +813,0.71,Premium,D,SI1,60.6,58.0,2863,5.79,5.77,3.5 +45885,0.58,Ideal,G,VS2,61.1,56.0,1719,5.4,5.43,3.31 +45287,0.51,Premium,G,VS1,62.1,58.0,1662,5.12,5.09,3.17 +22893,1.5,Ideal,I,VVS2,60.7,60.0,10931,7.35,7.4,4.48 +23964,1.08,Ideal,E,VVS1,61.0,56.0,12098,6.66,6.62,4.05 +5858,0.51,Fair,F,VVS2,65.4,60.0,3920,4.98,4.9,3.23 +35682,0.32,Ideal,D,VVS1,61.8,56.0,910,4.37,4.4,2.71 +2043,0.32,Ideal,H,VS1,61.3,55.0,561,4.41,4.43,2.71 +42401,0.43,Ideal,E,VVS2,61.8,57.0,1308,4.79,4.85,2.98 +28180,0.37,Premium,H,SI1,63.0,58.0,666,4.59,4.55,2.88 +19548,1.02,Premium,D,VS1,60.3,58.0,8181,6.57,6.49,3.94 +26958,1.67,Very Good,G,VVS2,61.6,57.0,17028,7.61,7.69,4.71 +37433,0.33,Premium,G,IF,60.8,58.0,984,4.42,4.46,2.7 +3576,0.78,Very Good,E,VS1,60.9,57.0,3420,5.94,5.88,3.59 +27122,2.03,Very Good,I,VS2,59.9,57.0,17297,8.14,8.25,4.91 +46052,0.54,Ideal,E,VS1,62.6,55.0,1732,5.2,5.22,3.26 +14933,1.22,Ideal,I,SI1,61.7,57.0,6012,6.85,6.82,4.22 +13422,1.0,Very Good,G,SI1,62.3,62.0,5511,6.34,6.38,3.96 +37608,0.24,Very Good,F,VVS1,63.5,54.0,485,3.92,3.96,2.5 +7192,0.9,Good,D,SI1,62.0,62.0,4187,6.06,6.1,3.77 +9479,1.02,Good,H,SI1,63.5,58.0,4604,6.36,6.39,4.05 +6627,1.11,Very Good,J,SI1,63.3,61.0,4084,6.56,6.49,4.13 +12085,0.9,Ideal,F,VS2,62.3,57.0,5160,6.18,6.21,3.86 +46312,0.3,Premium,I,VVS2,61.8,58.0,526,4.28,4.33,2.66 +23844,2.01,Very Good,F,SI2,63.3,59.0,11925,7.98,7.89,5.02 +51205,0.7,Good,H,VS2,63.9,59.0,2351,5.64,5.6,3.59 +5303,1.01,Premium,E,SI2,61.8,61.0,3801,6.35,6.29,3.9 +20283,1.05,Premium,G,VVS2,59.5,61.0,8702,6.69,6.63,3.96 +14415,1.08,Good,D,SI1,63.8,59.0,5821,6.39,6.47,4.1 +9852,1.74,Very Good,H,I1,63.2,55.0,4677,7.62,7.59,4.8 +26155,1.53,Very Good,G,VVS2,62.5,57.0,15466,7.33,7.38,4.6 +52975,0.35,Ideal,F,SI1,61.5,54.0,552,4.54,4.6,2.81 +20416,1.21,Premium,G,VS1,62.7,58.0,8774,6.85,6.76,4.27 +2783,0.9,Ideal,J,VS2,62.5,57.0,3255,6.16,6.26,3.88 +20157,1.03,Ideal,D,VS1,61.8,56.0,8612,6.46,6.54,4.02 +53658,0.86,Ideal,I,VS2,63.0,53.0,2706,6.1,6.06,3.83 +53009,0.7,Ideal,F,SI1,60.8,57.0,2596,5.73,5.71,3.48 +43332,0.48,Ideal,F,VS1,60.8,56.3,1404,5.1,5.08,3.1 +22631,1.5,Very Good,F,SI1,63.4,60.0,10684,7.2,7.27,4.59 +47247,0.5,Ideal,H,VVS2,61.6,57.0,1842,5.08,5.14,3.15 +14276,1.2,Premium,E,SI2,60.4,58.0,5779,6.95,6.89,4.18 +8010,1.0,Fair,F,SI1,67.1,57.0,4328,6.06,6.1,4.08 +51866,0.52,Ideal,D,VVS2,60.4,57.0,2426,5.25,5.28,3.18 +40329,0.53,Good,E,SI2,63.0,60.0,1127,5.11,5.14,3.23 +31922,0.3,Very Good,G,VS1,63.1,58.0,776,4.28,4.24,2.69 +31435,0.3,Ideal,H,IF,62.1,57.0,764,4.29,4.31,2.67 +38318,0.41,Ideal,D,VS1,62.6,55.0,1019,4.75,4.77,2.98 +45794,0.51,Very Good,G,VS1,63.4,57.0,1709,5.08,5.04,3.21 +6577,1.0,Premium,E,SI2,62.0,59.0,4077,6.43,6.3,3.95 +53911,0.7,Premium,E,SI1,60.5,58.0,2753,5.74,5.77,3.48 +7632,1.0,Fair,E,SI2,65.9,62.0,4265,6.09,6.02,3.99 +53790,0.73,Ideal,D,SI2,61.8,56.0,2729,5.77,5.82,3.58 +42937,0.32,Ideal,H,VS2,62.2,57.0,505,4.36,4.38,2.72 +23115,1.7,Premium,D,SI2,63.0,59.0,11138,7.67,7.6,4.81 +45834,0.52,Ideal,E,SI1,60.9,57.0,1713,5.17,5.2,3.16 +33246,0.34,Very Good,F,VVS2,61.0,56.0,825,4.51,4.53,2.76 +35960,0.33,Very Good,H,SI1,63.0,57.0,475,4.39,4.41,2.77 +52507,0.63,Ideal,E,VS1,61.5,56.0,2526,5.53,5.5,3.39 +32999,0.38,Premium,D,SI2,59.2,61.0,812,4.72,4.67,2.78 +17851,1.22,Good,H,VS2,63.8,55.0,7201,6.77,6.71,4.3 +6334,1.06,Premium,H,SI2,62.6,58.0,4031,6.52,6.46,4.06 +33751,0.31,Ideal,F,VVS1,62.3,54.0,840,4.34,4.36,2.71 +524,0.73,Very Good,G,VS1,62.0,57.0,2825,5.75,5.8,3.58 +25073,2.01,Very Good,J,VS2,63.2,55.0,13596,7.97,8.04,5.07 +73,0.3,Premium,H,SI1,62.9,59.0,554,4.28,4.24,2.68 +41786,0.59,Ideal,E,SI2,61.6,54.0,1248,5.42,5.45,3.35 +42853,0.41,Premium,D,VVS2,61.8,58.0,1356,4.79,4.75,2.95 +6909,0.9,Very Good,H,VS1,61.8,56.0,4136,6.16,6.18,3.81 +15094,1.01,Ideal,G,VS1,62.4,56.0,6066,6.37,6.42,3.99 +23280,1.51,Ideal,F,SI1,60.7,59.0,11302,7.42,7.44,4.51 +10245,1.0,Very Good,F,SI2,63.3,60.0,4749,6.32,6.25,3.98 +1503,0.7,Ideal,G,VVS2,63.0,55.0,2993,5.65,5.69,3.57 +28005,0.3,Ideal,E,VS2,61.4,55.0,658,4.32,4.34,2.66 +6074,1.09,Premium,I,SI1,61.6,61.0,3968,6.64,6.57,4.07 +21575,1.06,Very Good,E,VVS2,63.4,55.0,9680,6.46,6.51,4.11 +38079,0.3,Ideal,E,VVS2,61.8,56.0,1013,4.33,4.31,2.67 +23246,2.0,Ideal,I,SI2,59.8,55.0,11255,8.28,8.18,4.92 +22349,1.56,Ideal,I,VS1,61.2,59.0,10399,7.43,7.5,4.57 +10310,0.9,Good,H,VVS1,63.8,59.0,4763,6.13,6.09,3.9 +9427,1.28,Premium,H,SI2,62.4,56.0,4588,6.97,6.89,4.34 +51752,0.7,Ideal,E,SI2,60.6,56.0,2405,5.73,5.78,3.49 +28937,0.3,Good,E,VVS2,63.2,59.0,684,4.27,4.28,2.7 +38787,0.31,Ideal,G,VVS1,59.5,56.0,1046,4.43,4.41,2.63 +15318,1.3,Very Good,F,SI2,61.1,58.0,6149,6.98,7.02,4.28 +30887,0.33,Ideal,E,SI1,63.0,54.0,743,4.42,4.38,2.77 +10552,1.01,Very Good,F,SI1,62.7,56.0,4812,6.37,6.39,4.0 +43172,0.54,Premium,G,SI1,61.7,59.0,1389,5.2,5.17,3.2 +5480,0.9,Premium,H,VS1,63.0,62.0,3838,6.09,6.0,3.81 +14731,1.15,Ideal,I,VS1,61.3,56.0,5930,6.74,6.76,4.14 +34457,0.36,Very Good,H,IF,61.6,56.0,865,4.57,4.62,2.83 +48986,0.23,Ideal,F,VVS2,61.4,57.0,538,3.96,3.99,2.44 +50089,0.74,Premium,G,SI2,60.1,58.0,2206,5.89,5.86,3.53 +740,0.33,Premium,G,SI2,59.4,59.0,557,4.52,4.5,2.68 +16721,0.3,Ideal,H,VVS2,62.3,54.4,610,4.28,4.32,2.68 +22611,1.6,Ideal,F,SI2,61.7,56.0,10662,7.53,7.5,4.64 +1538,0.9,Very Good,I,SI2,62.5,58.0,3001,6.1,6.15,3.83 +10151,1.1,Fair,D,SI2,64.6,54.0,4725,6.56,6.49,4.22 +12815,1.0,Good,E,SI1,57.2,62.0,5345,6.59,6.56,3.76 +21273,1.65,Ideal,G,VS2,62.2,55.0,9425,7.6,7.57,4.72 +18389,0.29,Very Good,E,VS1,59.2,58.0,619,4.36,4.39,2.59 +28748,0.31,Ideal,E,VS2,61.8,54.0,680,4.34,4.37,2.69 +27963,0.3,Very Good,E,VS2,62.4,56.0,658,4.26,4.33,2.68 +32061,0.33,Premium,D,SI1,60.3,58.0,780,4.49,4.47,2.7 +14649,1.0,Very Good,G,VVS2,63.5,55.0,5914,6.36,6.3,4.02 +8086,1.01,Premium,G,SI1,62.8,59.0,4338,6.33,6.29,3.96 +48919,0.54,Premium,E,VS1,60.3,58.0,2041,5.32,5.26,3.19 +6988,0.9,Very Good,H,VS2,62.0,57.0,4155,6.1,6.16,3.8 +44902,0.76,Premium,G,I1,63.0,55.0,1629,5.83,5.74,3.65 +3264,0.93,Ideal,I,SI1,61.9,57.0,3359,6.23,6.21,3.85 +23079,1.54,Premium,G,SI1,61.8,59.0,11107,7.32,7.37,4.54 +33489,0.32,Premium,F,VS2,61.0,61.0,828,4.41,4.38,2.68 +30903,0.39,Ideal,G,VS2,60.7,54.0,745,4.74,4.77,2.89 +18481,1.0,Ideal,F,VS1,61.9,57.0,7526,6.41,6.39,3.96 +30079,0.32,Ideal,I,VVS2,63.0,57.0,720,4.37,4.33,2.74 +8712,0.23,Ideal,E,VS1,61.9,55.0,586,3.94,3.98,2.45 +39308,0.7,Fair,G,I1,67.5,55.0,1069,5.59,5.37,3.71 +16065,1.01,Premium,F,VS2,61.7,58.0,6416,6.42,6.48,3.98 +53270,0.82,Premium,I,VS2,62.6,59.0,2648,5.91,5.87,3.69 +12763,1.21,Very Good,I,SI1,62.1,56.0,5324,6.76,6.92,4.25 +25303,1.13,Ideal,D,VVS1,61.5,55.0,13968,6.74,6.69,4.13 +53806,0.72,Ideal,F,VS2,62.8,55.0,2732,5.74,5.69,3.59 +51328,0.31,Very Good,G,VS2,62.9,57.0,544,4.31,4.34,2.72 +46306,0.3,Good,E,SI1,63.6,57.0,526,4.22,4.24,2.69 +21452,1.72,Premium,H,SI1,62.0,57.0,9551,7.67,7.63,4.74 +53077,0.59,Very Good,G,IF,60.9,57.0,2611,5.38,5.42,3.29 +11389,0.34,Ideal,G,VS2,62.2,53.0,596,4.46,4.51,2.79 +6281,1.01,Good,I,VS1,63.8,57.0,4016,6.31,6.23,4.0 +33653,0.39,Premium,H,SI1,62.0,60.0,834,4.71,4.65,2.9 +16641,1.2,Good,E,SI1,59.9,64.0,6653,6.84,6.79,4.08 +2871,1.0,Very Good,I,SI2,60.8,63.0,3276,6.41,6.34,3.88 +8204,0.51,Fair,F,VVS2,60.7,66.0,4368,5.21,5.11,3.13 +26831,2.01,Premium,H,SI1,60.6,62.0,16733,8.08,8.05,4.89 +36461,0.31,Ideal,D,VS2,62.9,55.0,942,4.34,4.31,2.72 +38368,0.51,Ideal,I,SI1,62.5,57.0,1023,5.07,5.1,3.18 +28417,0.43,Good,D,SI2,63.3,57.0,669,4.79,4.82,3.04 +11986,1.07,Very Good,H,SI1,59.2,61.0,5143,6.65,6.67,3.94 +16421,1.07,Ideal,G,VS2,62.3,57.0,6558,6.58,6.54,4.09 +18344,1.01,Ideal,F,VS1,61.3,57.0,7465,6.44,6.47,3.96 +9924,1.21,Very Good,J,VS2,63.0,57.0,4691,6.73,6.77,4.25 +18912,1.2,Ideal,D,SI1,62.7,55.0,7761,6.71,6.79,4.23 +22351,0.31,Very Good,I,VS1,63.5,57.0,628,4.28,4.26,2.71 +5823,0.66,Ideal,D,VVS2,61.3,57.0,3915,5.59,5.63,3.44 +45005,0.54,Good,E,VS2,63.1,58.0,1637,5.13,5.21,3.26 +36933,0.24,Very Good,F,VVS1,57.2,63.0,478,4.1,4.15,2.36 +3481,0.61,Ideal,D,VVS2,62.2,54.0,3397,5.41,5.45,3.38 +32484,0.3,Ideal,F,VS1,61.8,55.0,795,4.32,4.36,2.68 +50563,0.71,Very Good,H,VS1,62.8,58.0,2277,5.67,5.7,3.57 +18868,1.02,Very Good,E,VS1,60.5,60.0,7738,6.49,6.54,3.94 +40265,0.33,Very Good,D,SI2,62.9,56.0,492,4.41,4.43,2.78 +52963,0.24,Very Good,E,VVS1,62.7,59.0,552,3.97,4.0,2.5 +50887,0.9,Premium,F,I1,61.9,59.0,2316,6.18,6.16,3.82 +20568,1.51,Premium,E,SI2,58.8,62.0,8879,7.5,7.41,4.39 +24206,1.57,Very Good,H,SI1,62.4,58.0,12392,7.39,7.49,4.64 +53397,0.72,Premium,E,SI1,61.3,58.0,2666,5.81,5.78,3.55 +17883,1.33,Ideal,H,SI1,62.7,56.0,7217,7.04,6.99,4.4 +30143,0.32,Premium,G,VS2,62.5,60.0,720,4.38,4.32,2.72 +32844,0.43,Ideal,D,SI1,61.6,56.0,807,4.82,4.86,2.98 +529,0.7,Good,E,VS1,57.2,59.0,2826,5.94,5.88,3.38 +4246,1.01,Very Good,G,SI2,60.8,63.0,3577,6.4,6.36,3.88 +31315,0.32,Ideal,E,VS1,61.7,56.0,758,4.39,4.42,2.72 +1744,0.73,Ideal,E,SI1,62.2,56.0,3038,5.76,5.79,3.59 +6754,1.02,Premium,H,SI1,61.8,56.0,4102,6.47,6.42,3.98 +20598,1.15,Ideal,F,VVS2,62.1,55.0,8903,6.74,6.69,4.17 +40141,0.51,Premium,H,SI1,60.6,59.0,1116,5.17,5.13,3.12 +5310,0.9,Premium,F,SI2,58.9,59.0,3803,6.31,6.26,3.7 +31619,0.23,Very Good,E,VS2,62.5,59.0,373,3.91,3.96,2.46 +12647,1.01,Ideal,G,VS1,61.3,56.0,5294,6.49,6.44,3.96 +39049,0.41,Ideal,E,VVS1,62.1,56.0,1057,4.76,4.78,2.96 +4612,0.9,Premium,E,SI2,60.8,60.0,3662,6.21,6.25,3.79 +531,0.7,Premium,E,VS1,62.2,58.0,2826,5.66,5.6,3.5 +49938,0.7,Ideal,I,SI1,62.6,56.0,2187,5.66,5.69,3.55 +52261,0.78,Premium,H,SI1,60.0,60.0,2489,5.93,5.92,3.62 +9625,1.2,Very Good,H,SI1,63.3,56.0,4637,6.75,6.72,4.26 +14733,1.21,Very Good,I,VS2,62.0,57.0,5931,6.78,6.83,4.22 +24995,1.5,Premium,F,VS2,61.3,58.0,13506,7.36,7.31,4.5 +31897,0.3,Ideal,G,VS1,62.5,57.0,776,4.32,4.29,2.69 +11474,0.9,Ideal,H,VS1,62.1,56.0,5013,6.15,6.2,3.83 +23993,1.51,Ideal,F,SI1,61.5,55.0,12152,7.39,7.35,4.53 +8113,1.13,Premium,H,SI2,59.4,58.0,4350,6.74,6.8,4.02 +15219,1.01,Good,G,VS2,64.0,59.0,6109,6.27,6.33,4.03 +31998,0.3,Premium,G,VS1,61.7,60.0,776,4.28,4.24,2.63 +50215,0.7,Very Good,E,SI2,61.1,62.0,2230,5.68,5.72,3.48 +6283,1.01,Premium,F,SI2,62.5,61.0,4017,6.37,6.33,3.97 +7589,1.01,Good,E,SI1,63.8,60.0,4256,6.36,6.31,4.04 +35662,0.31,Very Good,G,VVS2,63.4,59.0,907,4.29,4.26,2.71 +21578,1.51,Good,H,SI1,61.8,62.0,9681,7.25,7.29,4.49 +18001,1.01,Good,G,VVS1,63.1,59.0,7279,6.33,6.42,4.02 +18829,1.27,Very Good,H,VS2,62.6,57.0,7715,6.91,6.95,4.34 +13244,1.0,Premium,E,SI1,60.8,60.0,5470,6.45,6.42,3.91 +40287,0.3,Ideal,E,I1,60.3,57.0,495,4.39,4.36,2.64 +47519,0.7,Very Good,I,VS2,63.0,60.0,1867,5.59,5.62,3.53 +44971,0.32,Ideal,H,VS2,60.8,56.0,523,4.46,4.49,2.72 +3923,0.74,Very Good,E,SI1,59.9,56.0,3497,5.89,5.93,3.54 +12525,1.1,Ideal,E,SI2,61.6,56.0,5263,6.63,6.66,4.09 +34494,0.32,Ideal,D,VVS2,62.0,55.0,867,4.39,4.41,2.73 +36801,0.3,Premium,G,IF,60.0,59.0,956,4.34,4.32,2.6 +18845,1.0,Very Good,G,VVS1,57.8,59.0,7725,6.59,6.63,3.82 +27710,0.32,Ideal,H,VS2,62.2,57.0,648,4.38,4.36,2.72 +43844,0.5,Ideal,H,SI1,61.9,56.0,1446,5.08,5.13,3.16 +13520,1.0,Very Good,G,VS2,62.7,58.0,5544,6.34,6.42,4.0 +47854,0.5,Premium,G,VVS2,61.4,57.0,1909,5.16,5.1,3.15 +34580,0.43,Premium,F,SI2,60.2,60.0,871,4.91,4.85,2.94 +42164,0.53,Ideal,F,SI1,61.6,54.0,1284,5.23,5.25,3.23 +27768,0.32,Premium,H,VS2,60.7,61.0,648,4.41,4.39,2.67 +11728,0.34,Ideal,G,VS2,61.7,56.0,596,4.48,4.53,2.78 +21900,1.2,Very Good,G,VVS1,61.8,55.0,9968,6.79,6.83,4.21 +48765,1.01,Premium,I,I1,59.2,57.0,2017,6.58,6.44,3.85 +25634,1.51,Premium,G,VS1,60.1,58.0,14507,7.48,7.45,4.49 +40037,0.4,Very Good,F,VVS1,62.3,60.0,1111,4.65,4.69,2.91 +25395,2.01,Ideal,I,SI2,61.5,56.0,14103,8.1,8.16,5.0 +33517,0.33,Premium,E,VS2,62.0,60.0,829,4.46,4.41,2.75 +29920,0.32,Ideal,D,VS2,61.3,57.0,713,4.44,4.46,2.73 +3285,0.82,Good,F,VS2,60.9,62.2,3363,5.97,6.04,3.66 +43305,0.45,Ideal,E,VVS2,61.9,56.0,1401,4.95,4.91,3.05 +49573,0.74,Premium,G,SI1,58.3,58.0,2131,5.97,5.93,3.47 +429,0.91,Good,I,VS2,64.3,58.0,2813,6.09,6.05,3.9 +42962,0.55,Premium,E,SI2,59.7,58.0,1364,5.35,5.33,3.19 +47495,0.5,Ideal,G,VVS1,62.1,53.5,1865,5.08,5.13,3.17 +51520,0.72,Very Good,G,SI1,63.1,57.0,2385,5.71,5.67,3.59 +45656,0.25,Very Good,E,VVS2,63.1,55.0,526,3.98,4.04,2.53 +45306,0.3,Ideal,D,SI1,61.9,55.0,524,4.31,4.35,2.68 +37739,0.37,Ideal,F,VVS1,61.3,56.0,997,4.65,4.68,2.86 +50267,0.5,Very Good,F,IF,61.4,60.0,2238,5.07,5.1,3.12 +32859,0.4,Premium,H,VS1,62.6,58.0,807,4.68,4.71,2.94 +7066,0.33,Good,I,VVS2,63.7,56.0,579,4.36,4.4,2.79 +12141,1.2,Premium,H,SI2,62.4,61.0,5174,6.81,6.78,4.24 +46860,0.53,Ideal,D,VS1,61.5,55.0,1813,5.19,5.22,3.2 +46827,0.58,Ideal,E,VS2,62.3,54.0,1809,5.43,5.39,3.37 +19678,1.41,Very Good,H,SI1,62.6,59.0,8283,7.08,7.14,4.45 +44335,0.33,Premium,H,VS2,61.3,60.0,521,4.44,4.47,2.73 +24713,0.3,Very Good,E,VS2,61.5,58.0,640,4.28,4.31,2.64 +8967,1.03,Premium,F,SI2,61.6,58.0,4503,6.43,6.46,3.97 +31274,0.32,Ideal,I,VS2,61.6,56.0,449,4.37,4.39,2.7 +49259,0.7,Very Good,G,SI1,63.3,57.0,2088,5.58,5.63,3.55 +6475,0.88,Ideal,F,SI1,62.3,53.0,4054,6.12,6.15,3.82 +15286,1.09,Ideal,D,SI1,62.7,56.0,6133,6.55,6.59,4.12 +10297,1.01,Good,F,SI1,63.5,59.0,4759,6.3,6.39,4.03 +994,0.6,Very Good,D,VVS2,60.6,57.0,2897,5.48,5.51,3.33 +20389,0.31,Good,F,VS2,63.4,56.0,625,4.29,4.32,2.73 +46242,0.53,Premium,F,VS2,61.4,60.0,1753,5.21,5.18,3.19 +10865,1.01,Ideal,E,SI2,62.2,56.0,4875,6.45,6.42,4.0 +48374,0.57,Ideal,D,VS2,62.4,57.0,1963,5.32,5.26,3.3 +20200,2.02,Premium,J,SI2,63.0,58.0,8640,8.07,8.02,5.07 +20788,1.55,Premium,I,SI1,62.5,60.0,9027,7.35,7.33,4.59 +18517,1.08,Ideal,E,VS2,62.0,54.0,7548,6.62,6.57,4.09 +16113,1.07,Very Good,E,VS2,60.4,58.0,6441,6.61,6.66,4.01 +36517,0.3,Premium,F,VVS2,62.4,58.0,945,4.28,4.25,2.66 +37018,0.33,Ideal,G,VVS2,61.7,56.0,965,4.46,4.42,2.74 +43363,0.58,Very Good,I,VS2,61.7,54.1,1408,5.37,5.4,3.32 +48113,0.5,Ideal,G,VVS2,62.9,57.0,1935,5.11,5.04,3.19 +10229,1.2,Ideal,J,SI2,61.7,56.0,4744,6.87,6.79,4.21 +1362,1.0,Fair,G,SI1,65.7,54.0,2964,6.24,6.16,4.07 +43488,0.51,Premium,F,SI1,61.3,59.0,1421,5.19,5.15,3.17 +51989,0.25,Very Good,E,VVS2,61.7,57.0,548,4.08,4.12,2.53 +26961,1.54,Ideal,F,VS2,61.0,56.0,17029,7.44,7.49,4.55 +34734,0.37,Ideal,D,VS2,61.0,56.0,876,4.65,4.7,2.85 +29433,0.42,Ideal,H,SI1,62.4,57.0,700,4.76,4.79,2.98 +18733,1.01,Very Good,D,VS2,62.7,57.0,7652,6.36,6.39,4.0 +2215,0.83,Ideal,E,SI2,61.0,57.0,3143,6.06,6.13,3.72 +4737,0.3,Ideal,F,VS2,61.1,56.0,573,4.36,4.38,2.67 +15914,1.19,Premium,H,VS2,61.0,59.0,6363,6.91,6.8,4.18 +27783,0.3,Good,G,VS2,58.5,64.0,648,4.42,4.37,2.57 +29985,0.43,Ideal,I,VS2,61.8,55.0,716,4.85,4.89,3.01 +14889,1.21,Ideal,F,SI2,61.8,57.0,5996,6.82,6.87,4.23 +39370,0.34,Ideal,F,IF,60.7,57.0,1074,4.5,4.53,2.74 +37500,0.35,Premium,F,VS1,60.5,58.0,984,4.59,4.57,2.77 +14737,1.01,Ideal,F,SI1,61.7,56.0,5932,6.45,6.48,3.99 +20753,1.12,Ideal,E,VS1,61.3,56.0,8991,6.7,6.72,4.11 +46758,0.53,Ideal,H,VVS2,61.8,56.0,1800,5.22,5.2,3.22 +27619,2.01,Very Good,H,VS2,63.2,58.0,18507,7.93,8.01,5.04 +15649,1.07,Very Good,G,VS2,62.3,57.0,6274,6.56,6.47,4.06 +33882,0.3,Ideal,E,VS2,61.5,56.0,844,4.33,4.29,2.65 +33327,0.35,Ideal,D,SI1,63.0,57.0,827,4.52,4.46,2.83 +39359,0.44,Ideal,E,VS2,61.9,55.0,1073,4.89,4.86,3.02 +11600,1.02,Ideal,G,SI1,62.2,56.0,5044,6.46,6.44,4.01 +29724,0.31,Premium,H,VVS1,61.8,58.0,707,4.3,4.34,2.67 +30379,0.41,Good,H,VS2,64.1,57.0,729,4.72,4.64,3.0 +25931,2.2,Ideal,I,VS1,61.4,57.0,15092,8.41,8.37,5.15 +10340,1.01,Ideal,H,SI1,61.9,58.0,4767,6.42,6.48,3.99 +21639,1.5,Ideal,I,VS2,62.4,54.1,9730,7.3,7.35,4.57 +7486,1.02,Premium,F,SI2,63.0,58.0,4238,6.44,6.38,4.04 +2176,0.81,Premium,D,SI1,60.7,58.0,3135,6.07,5.99,3.66 +14200,1.0,Very Good,F,VS2,62.7,56.0,5759,6.29,6.34,3.96 +39674,0.42,Ideal,G,VS2,62.1,56.0,1087,4.84,4.79,2.99 +52767,0.53,Ideal,D,VVS2,62.2,56.0,2563,5.18,5.21,3.23 +20776,1.05,Premium,G,IF,60.6,60.0,9012,6.59,6.57,3.99 +21685,1.56,Good,I,VS2,57.2,62.0,9784,7.72,7.66,4.4 +18923,1.77,Ideal,J,SI2,62.0,56.0,7771,7.78,7.74,4.81 +2734,0.7,Very Good,F,VVS2,62.5,58.0,3247,5.63,5.67,3.53 +28493,0.32,Ideal,G,VS2,62.1,55.0,673,4.36,4.39,2.71 +27650,3.01,Good,H,SI2,57.6,64.0,18593,9.44,9.38,5.42 +18290,1.22,Ideal,I,VS2,60.4,57.0,7430,6.91,6.99,4.2 +9839,0.91,Ideal,G,SI1,62.5,56.0,4673,6.19,6.22,3.88 +8762,1.05,Ideal,I,SI1,62.6,56.0,4466,6.45,6.53,4.06 +23994,1.52,Ideal,F,SI1,61.2,55.0,12153,7.4,7.43,4.54 +17264,1.02,Very Good,F,VS2,62.8,57.0,6911,6.36,6.41,4.01 +8162,1.09,Ideal,J,VS2,62.0,54.0,4361,6.64,6.61,4.11 +11336,1.01,Good,F,SI1,63.6,58.0,4989,6.37,6.31,4.03 +9770,1.11,Ideal,H,SI2,62.7,57.0,4662,6.66,6.59,4.14 +41763,0.38,Ideal,E,VVS1,61.9,53.7,1245,4.66,4.67,2.89 +720,1.0,Fair,I,SI1,67.9,62.0,2856,6.19,6.03,4.15 +49598,0.7,Very Good,H,VS2,63.2,57.0,2137,5.58,5.62,3.54 +51538,0.71,Premium,G,SI1,61.2,61.0,2386,5.71,5.66,3.48 +21972,2.09,Premium,I,SI2,60.1,59.0,10042,8.34,8.3,5.0 +21591,1.12,Ideal,D,VS1,61.1,57.0,9694,6.68,6.75,4.1 +39356,0.44,Premium,E,VS2,60.4,58.0,1073,4.93,4.87,2.96 +9883,1.09,Premium,D,SI2,62.2,59.0,4682,6.49,6.46,4.03 +41857,0.7,Good,H,I1,57.4,63.0,1255,5.89,5.8,3.36 +52587,0.72,Ideal,I,VS1,60.7,57.0,2539,5.78,5.81,3.51 +12107,1.01,Ideal,H,VS2,62.7,56.0,5166,6.35,6.4,4.0 +27531,1.07,Premium,D,IF,60.9,58.0,18279,6.67,6.57,4.03 +39101,0.41,Very Good,I,VVS2,63.5,57.0,1061,4.76,4.72,3.01 +40322,0.5,Premium,J,SI1,60.7,58.0,1125,5.13,5.11,3.11 +23463,1.2,Very Good,E,VVS2,63.2,56.0,11456,6.73,6.78,4.27 +17887,1.27,Ideal,H,VS2,60.3,56.0,7219,7.08,7.02,4.25 +49584,0.65,Premium,D,SI1,60.5,58.0,2134,5.61,5.57,3.38 +10172,1.0,Fair,F,VS2,66.7,57.0,4732,6.11,6.04,4.05 +43620,0.26,Ideal,G,VS1,62.5,53.0,508,4.1,4.13,2.57 +1477,0.7,Very Good,D,VS2,63.1,56.0,2985,5.62,5.69,3.57 +816,0.71,Premium,H,VVS2,61.5,62.0,2863,5.74,5.68,3.51 +42821,0.51,Ideal,H,SI1,61.7,55.0,1354,5.12,5.16,3.17 +41268,0.31,Ideal,I,VS1,61.9,54.5,502,4.33,4.36,2.69 +52064,0.7,Very Good,E,SI2,62.8,59.0,2453,5.64,5.69,3.56 +18104,1.02,Ideal,G,VS1,61.3,57.0,7324,6.48,6.51,3.98 +36080,0.37,Very Good,E,VS1,60.2,56.0,925,4.68,4.71,2.83 +37436,0.33,Ideal,G,IF,62.2,56.0,984,4.43,4.45,2.76 +5471,1.01,Fair,F,SI2,65.2,57.0,3837,6.33,6.24,4.1 +21485,1.76,Premium,E,SI2,62.1,58.0,9580,7.7,7.62,4.74 +6986,1.01,Very Good,G,SI2,63.5,58.0,4154,6.39,6.34,4.04 +2077,0.74,Premium,E,VS2,62.4,59.0,3108,5.77,5.73,3.59 +23699,1.02,Ideal,D,VVS2,61.0,56.0,11765,6.52,6.55,3.99 +50332,0.83,Premium,J,SI2,59.1,60.0,2241,6.13,6.12,3.62 +11999,1.01,Good,D,SI1,63.9,60.0,5147,6.32,6.29,4.03 +40165,0.31,Premium,E,VVS2,62.2,56.0,1116,4.31,4.28,2.67 +20162,1.31,Ideal,H,VS1,62.5,56.0,8617,6.95,7.03,4.37 +28011,0.3,Ideal,E,VS2,61.6,55.0,658,4.31,4.33,2.66 +11641,0.72,Ideal,F,VVS1,60.8,56.0,5051,5.83,5.81,3.54 +4982,0.93,Very Good,G,SI2,62.7,57.0,3738,6.21,6.26,3.91 +14408,1.14,Very Good,F,SI1,61.0,60.0,5819,6.67,6.74,4.09 +1960,1.01,Very Good,J,SI2,63.3,53.0,3088,6.35,6.31,4.01 +30875,0.33,Premium,G,VS2,62.6,58.0,743,4.4,4.36,2.74 +43335,0.5,Ideal,D,SI1,62.0,54.0,1404,5.09,5.13,3.17 +33682,0.31,Ideal,I,IF,62.2,54.0,837,4.39,4.36,2.72 +1653,0.93,Premium,G,SI2,61.4,56.0,3019,6.27,6.23,3.84 +43835,0.55,Premium,G,VS2,62.7,60.0,1445,5.27,5.19,3.28 +19901,1.24,Ideal,G,VS1,61.1,57.0,8449,6.98,6.91,4.24 +44839,0.6,Premium,E,SI1,60.8,58.0,1625,5.46,5.5,3.33 +46172,0.5,Premium,E,VS2,61.8,58.0,1746,5.09,5.07,3.14 +41028,0.41,Ideal,E,VVS2,61.1,56.0,1187,4.8,4.85,2.95 +14563,1.0,Ideal,D,SI1,60.5,57.0,5880,6.52,6.48,3.93 +53819,0.81,Very Good,E,SI2,63.7,57.0,2735,5.86,5.94,3.76 +39529,0.4,Premium,I,VVS1,62.7,59.0,1080,4.71,4.67,2.94 +1293,0.7,Ideal,E,VS2,62.1,55.0,2952,5.71,5.75,3.56 +17071,1.5,Premium,J,SI1,60.5,59.0,6806,7.38,7.47,4.49 +45776,0.65,Premium,E,SI1,58.5,58.0,1708,5.68,5.64,3.31 +20138,1.2,Ideal,G,VS1,62.4,57.0,8596,6.74,6.82,4.23 +38999,0.37,Very Good,E,VVS1,60.9,56.0,1055,4.65,4.67,2.84 +16310,1.11,Premium,H,VS2,61.1,59.0,6527,6.66,6.63,4.06 +4500,0.9,Premium,H,SI1,61.9,58.0,3629,6.2,6.15,3.82 +22588,1.25,Premium,E,VS2,61.5,58.0,10640,6.98,6.91,4.27 +52972,0.37,Ideal,H,SI1,61.1,55.0,552,4.64,4.69,2.85 +19375,0.27,Premium,E,VVS1,60.6,58.0,622,4.18,4.2,2.54 +3876,0.9,Very Good,E,SI2,63.7,56.0,3482,6.08,6.13,3.89 +22952,1.59,Premium,G,SI1,62.1,58.0,10996,7.45,7.43,4.62 +43147,0.52,Very Good,E,SI1,62.8,56.0,1389,5.13,5.15,3.23 +2607,0.9,Very Good,I,SI1,62.6,58.0,3220,6.08,6.15,3.83 +20198,1.0,Very Good,E,VVS2,61.0,62.0,8638,6.4,6.46,3.92 +11198,1.02,Premium,H,VS2,60.0,58.0,4958,6.56,6.5,3.92 +17583,1.14,Ideal,H,SI1,61.8,56.0,7079,6.68,6.72,4.14 +13741,1.22,Premium,I,SI1,62.7,58.0,5602,6.83,6.8,4.27 +52592,0.72,Very Good,F,SI1,62.3,57.0,2540,5.72,5.77,3.58 +21757,1.54,Premium,D,SI2,59.9,62.0,9821,7.51,7.44,4.48 +23729,0.33,Ideal,H,VVS2,61.6,55.0,633,4.48,4.51,2.77 +2227,0.9,Fair,G,SI1,65.4,57.0,3145,6.04,5.95,3.92 +31122,0.41,Good,I,VS1,60.1,60.1,754,4.79,4.82,2.89 +32043,0.32,Ideal,G,VVS1,60.3,58.0,779,4.44,4.48,2.69 +36193,0.4,Ideal,G,VVS2,62.6,57.0,931,4.68,4.75,2.95 +32704,0.31,Ideal,F,VS2,62.1,53.0,802,4.39,4.34,2.71 +21720,0.32,Ideal,H,VVS2,61.6,55.0,628,4.43,4.46,2.74 +29282,0.25,Very Good,F,VS1,59.6,56.0,436,4.13,4.16,2.47 +33512,0.33,Ideal,F,VVS1,62.1,56.0,828,4.43,4.46,2.76 +36608,0.32,Very Good,G,SI1,62.8,56.0,477,4.34,4.36,2.73 +53228,0.73,Very Good,H,VS1,61.6,59.0,2641,5.74,5.81,3.56 +27537,1.54,Ideal,G,VVS1,61.4,56.0,18294,7.42,7.47,4.57 +34634,0.31,Premium,E,VS2,60.3,58.0,872,4.42,4.37,2.65 +33714,0.33,Ideal,H,IF,61.6,55.0,838,4.48,4.51,2.77 +36137,0.33,Ideal,E,VS2,61.6,57.0,928,4.46,4.44,2.74 +44079,0.5,Very Good,D,VS2,63.7,56.0,1553,4.95,5.03,3.18 +25397,1.5,Premium,G,VS1,61.2,59.0,14105,7.32,7.36,4.49 +6994,1.0,Good,F,SI2,57.3,61.0,4155,6.64,6.59,3.79 +10935,0.9,Very Good,F,VS1,62.1,58.0,4898,6.15,6.19,3.83 +40307,0.4,Premium,E,VS1,60.4,59.0,1125,4.81,4.76,2.89 +28616,0.3,Premium,E,SI1,62.5,60.0,675,4.27,4.24,2.66 +9044,0.31,Very Good,E,VS1,61.2,61.0,587,4.29,4.37,2.65 +1233,0.8,Good,F,SI1,63.8,59.0,2941,5.83,5.87,3.73 +45119,0.52,Ideal,E,VS2,61.0,55.0,1651,5.2,5.26,3.19 +27481,1.5,Ideal,F,VVS2,63.1,57.0,18159,7.32,7.23,4.59 +49188,0.61,Premium,F,VS2,59.6,61.0,2075,5.58,5.5,3.3 +21067,1.01,Very Good,F,VVS1,62.8,58.0,9243,6.35,6.39,4.0 +30426,0.32,Ideal,G,VVS2,61.6,55.0,730,4.41,4.42,2.72 +50023,0.61,Good,F,VS1,60.0,65.0,2196,5.53,5.47,3.3 +33656,0.41,Very Good,E,VS1,62.8,60.0,834,4.72,4.77,2.98 +19873,1.52,Premium,J,VS1,62.2,59.0,8426,7.32,7.38,4.57 +2396,0.32,Ideal,G,VS2,61.8,55.0,561,4.41,4.43,2.73 +47354,0.5,Premium,D,VS2,62.8,58.0,1845,5.07,5.03,3.17 +9490,1.11,Good,H,SI1,64.2,58.0,4606,6.53,6.47,4.17 +29847,0.3,Ideal,D,VS2,60.8,57.0,710,4.31,4.34,2.63 +12437,1.04,Ideal,I,VS2,61.8,55.0,5242,6.5,6.54,4.03 +50634,0.23,Very Good,E,VS2,60.8,58.0,402,3.97,4.05,2.44 +19591,1.52,Very Good,J,VS1,62.2,55.0,8217,7.35,7.42,4.59 +29832,0.31,Ideal,E,VVS2,61.8,58.0,710,4.3,4.34,2.67 +15693,0.29,Ideal,G,VVS2,61.9,56.0,607,4.24,4.25,2.62 +17447,1.23,Very Good,H,SI1,60.3,58.0,6997,6.93,6.96,4.19 +5688,0.7,Very Good,F,IF,61.5,58.0,3887,5.65,5.7,3.49 +15853,1.04,Very Good,F,VS2,60.1,59.0,6342,6.56,6.61,3.96 +4637,0.73,Very Good,F,VVS2,63.8,59.0,3669,5.69,5.72,3.64 +26374,2.02,Very Good,H,SI2,59.9,55.0,15851,8.17,8.28,4.93 +20601,1.01,Premium,F,VVS2,59.9,58.0,8905,6.54,6.49,3.9 +9990,1.5,Fair,I,SI2,64.9,61.0,4704,7.14,7.09,4.62 +53052,0.7,Ideal,H,VS2,62.8,55.0,2607,5.67,5.63,3.55 +40069,0.43,Premium,G,VS2,62.9,59.0,1113,4.83,4.78,3.02 +46855,0.51,Very Good,F,VS1,59.9,63.0,1812,5.22,5.16,3.11 +13647,1.17,Very Good,H,VS2,59.6,59.0,5585,6.84,6.88,4.09 +13968,1.02,Premium,F,SI1,61.8,59.0,5686,6.45,6.39,3.97 +25131,1.51,Good,G,VS1,63.1,60.0,13686,7.24,7.3,4.59 +21338,1.01,Ideal,E,VVS2,60.0,55.0,9479,6.6,6.56,3.95 +5393,0.3,Premium,D,SI2,60.9,58.0,574,4.32,4.29,2.62 +13228,1.06,Premium,H,SI1,61.0,60.0,5461,6.59,6.56,4.01 +40365,0.51,Good,E,SI2,63.3,56.0,1130,5.08,5.12,3.23 +44531,0.54,Good,E,SI1,59.9,63.0,1601,5.25,5.3,3.16 +45199,0.51,Premium,E,VS2,61.7,58.0,1656,5.12,5.15,3.17 +25681,0.31,Ideal,F,VS1,61.5,54.0,642,4.36,4.39,2.69 +20890,1.17,Ideal,G,VVS2,61.7,55.0,9110,6.77,6.74,4.17 +15103,1.05,Premium,G,VS2,61.8,58.0,6070,6.52,6.59,4.05 +50645,0.31,Ideal,G,VS2,61.7,57.0,544,4.33,4.36,2.68 +45477,0.76,Premium,G,SI2,58.8,59.0,1676,5.97,5.93,3.5 +42662,0.57,Ideal,D,SI2,62.3,53.0,1333,5.32,5.34,3.32 +32105,0.33,Ideal,D,VS2,62.1,55.0,781,4.43,4.46,2.76 +22764,1.14,Ideal,F,VVS2,61.9,57.0,10786,6.73,6.68,4.15 +2477,1.0,Fair,H,SI2,64.4,57.0,3192,6.35,6.29,4.07 +29848,0.3,Premium,D,VS2,61.9,58.0,710,4.28,4.32,2.66 +48488,0.5,Premium,D,VS2,61.3,61.0,1980,5.1,5.04,3.11 +4311,0.93,Premium,G,SI2,60.8,59.0,3594,6.35,6.28,3.84 +3991,0.81,Ideal,H,SI1,61.9,56.0,3514,5.92,5.97,3.68 +51889,0.73,Very Good,H,VS2,61.3,60.0,2430,5.72,5.79,3.53 +43883,0.58,Very Good,E,SI1,59.6,57.0,1453,5.41,5.42,3.23 +9627,1.0,Good,H,VS2,63.6,61.0,4637,6.21,6.25,3.96 +7242,0.73,Ideal,D,VS1,61.5,58.0,4196,5.76,5.79,3.55 +39340,0.47,Premium,E,SI2,58.7,60.0,1072,5.13,5.09,3.0 +16237,1.51,Premium,E,I1,59.0,62.0,6494,7.41,7.36,4.36 +20210,1.05,Ideal,G,VVS2,61.9,57.0,8645,6.51,6.54,4.04 +32080,0.33,Premium,D,VS2,60.7,58.0,781,4.46,4.5,2.72 +31985,0.3,Ideal,F,VS2,62.8,55.0,776,4.33,4.27,2.7 +42088,0.42,Ideal,E,VVS2,62.3,55.0,1273,4.81,4.76,2.98 +28719,0.31,Very Good,E,VS2,62.9,56.0,680,4.29,4.33,2.71 +14548,1.06,Ideal,E,SI1,58.8,57.0,5877,6.71,6.66,3.93 +48178,0.54,Ideal,H,VVS1,60.3,56.0,1944,5.33,5.28,3.2 +35523,0.43,Very Good,F,VS2,61.2,59.0,905,4.84,4.87,2.97 +47780,0.6,Premium,D,SI1,61.6,58.0,1896,5.42,5.45,3.35 +25646,1.51,Ideal,G,VS1,61.6,56.0,14542,7.34,7.37,4.53 +26691,0.28,Very Good,H,VS1,61.9,56.0,429,4.22,4.24,2.61 +52729,0.7,Very Good,H,VVS2,62.6,57.0,2558,5.63,5.65,3.53 +29437,0.42,Premium,H,SI1,60.9,58.0,700,4.84,4.85,2.95 +21941,1.51,Very Good,E,SI2,63.2,56.0,10012,7.32,7.26,4.61 +15581,1.01,Good,E,VS2,60.8,63.0,6250,6.44,6.46,3.92 +43192,0.46,Ideal,E,VS1,62.2,54.0,1393,4.9,4.94,3.06 +4445,0.92,Premium,H,SI1,62.0,60.0,3618,6.21,6.27,3.87 +52433,0.7,Ideal,I,VVS1,62.3,55.0,2513,5.64,5.7,3.53 +37863,0.34,Ideal,F,VVS2,61.8,55.0,1003,4.46,4.51,2.77 +18529,1.08,Ideal,G,VS1,61.4,56.0,7551,6.59,6.63,4.06 +30335,0.38,Premium,J,VS2,60.5,60.0,727,4.68,4.64,2.82 +11804,1.02,Premium,F,SI1,62.2,58.0,5089,6.4,6.46,4.0 +52699,0.75,Premium,H,VS2,62.8,56.0,2553,5.8,5.76,3.63 +5197,1.01,Ideal,F,SI2,61.3,57.0,3777,6.4,6.35,3.91 +589,0.75,Premium,F,VS2,59.6,59.0,2835,6.04,5.94,3.57 +14480,1.2,Premium,G,SI2,62.4,58.0,5846,6.77,6.73,4.21 +48332,0.7,Very Good,J,SI1,61.1,60.0,1959,5.66,5.7,3.47 +2807,1.11,Premium,H,I1,61.0,59.0,3263,6.67,6.61,4.05 +22185,1.3,Ideal,G,VS1,62.0,55.0,10221,7.02,6.98,4.34 +42108,0.58,Ideal,G,SI2,61.5,55.0,1276,5.38,5.42,3.32 +30765,0.25,Premium,E,VVS1,62.9,58.0,740,4.03,4.01,2.53 +7207,0.91,Very Good,E,SI1,63.3,56.0,4191,6.12,6.17,3.89 +13809,1.15,Ideal,I,VS1,62.1,55.0,5626,6.76,6.67,4.18 +25494,1.5,Ideal,F,VS2,60.2,55.0,14281,7.45,7.51,4.5 +49171,0.7,Very Good,G,SI1,60.7,58.0,2074,5.7,5.73,3.47 +22684,0.4,Ideal,E,SI2,61.3,56.0,629,4.75,4.78,2.92 +37377,0.4,Ideal,I,IF,62.4,56.0,982,4.7,4.73,2.94 +35702,0.3,Premium,E,VS1,61.9,60.0,911,4.3,4.26,2.65 +11890,1.06,Premium,G,SI1,61.5,59.0,5113,6.57,6.53,4.03 +18309,1.51,Premium,J,SI1,63.0,58.0,7441,7.32,7.28,4.6 +45364,0.64,Very Good,G,SI1,64.0,53.8,1665,5.49,5.53,3.53 +42266,0.44,Ideal,G,VVS1,61.6,56.0,1294,4.9,4.88,3.01 +585,0.63,Ideal,F,VVS2,61.9,57.0,2835,5.47,5.51,3.4 +39361,0.52,Premium,F,SI2,62.7,57.0,1073,5.11,5.07,3.19 +13432,0.92,Ideal,E,SI1,62.1,56.0,5516,6.22,6.24,3.87 +25492,1.54,Ideal,G,VS1,61.2,56.0,14278,7.45,7.46,4.57 +20379,0.31,Very Good,H,VVS2,61.4,58.0,625,4.32,4.37,2.67 +50078,0.51,Ideal,F,VVS2,62.4,57.0,2203,5.12,5.08,3.18 +626,0.83,Premium,F,SI2,61.4,59.0,2840,6.08,6.04,3.72 +37543,0.39,Ideal,F,VVS2,61.6,55.0,988,4.71,4.74,2.91 +17394,0.32,Good,D,SI2,63.7,56.0,612,4.34,4.33,2.76 +16334,1.01,Premium,F,VS2,59.2,60.0,6533,6.54,6.51,3.86 +11140,1.0,Premium,F,SI1,61.4,62.0,4939,6.36,6.32,3.89 +50109,0.7,Fair,G,SI2,58.6,56.0,2208,5.8,5.74,3.38 +24131,1.59,Very Good,H,VVS2,63.0,58.0,12297,7.43,7.48,4.7 +44163,0.5,Very Good,D,VS2,61.1,58.0,1565,5.09,5.18,3.14 +44877,0.52,Ideal,G,VS1,62.3,54.0,1629,5.15,5.18,3.22 +32788,0.31,Ideal,D,VVS2,61.2,56.0,804,4.35,4.37,2.67 +14192,0.92,Ideal,H,IF,62.5,55.0,5758,6.25,6.3,3.92 +58,0.3,Very Good,I,SI1,62.6,57.0,405,4.25,4.28,2.67 +7345,1.01,Very Good,I,SI1,62.7,56.0,4212,6.36,6.43,4.01 +7102,1.02,Good,H,SI1,57.1,61.0,4167,6.66,6.57,3.78 +23647,1.67,Ideal,H,SI1,61.6,55.0,11678,7.68,7.62,4.71 +21175,1.51,Very Good,H,VVS2,63.1,56.0,9332,7.33,7.28,4.61 +19122,1.33,Ideal,I,VVS2,62.2,56.0,7887,7.01,7.04,4.37 +44448,0.51,Ideal,F,VS2,61.0,55.0,1591,5.17,5.21,3.17 +33001,0.44,Very Good,I,VS1,61.9,57.0,813,4.86,4.89,3.01 +35640,0.3,Ideal,H,SI1,62.5,53.9,475,4.29,4.32,2.69 +42431,0.57,Ideal,G,VS2,60.7,56.0,1313,5.4,5.37,3.27 +38580,0.4,Ideal,G,VS2,62.3,57.0,1035,4.71,4.7,2.93 +37688,0.43,Good,D,SI1,63.8,55.0,993,4.8,4.79,3.06 +13821,1.26,Premium,H,SI1,61.0,55.0,5631,7.0,6.97,4.26 +32012,0.31,Ideal,D,VVS2,60.1,56.0,777,4.43,4.46,2.67 +38199,0.5,Premium,F,SI2,62.3,59.0,1016,5.1,5.04,3.16 +40108,0.54,Fair,F,SI1,61.4,66.0,1114,5.24,5.18,3.2 +31330,0.31,Ideal,F,VVS2,61.9,56.0,759,4.32,4.37,2.69 +4604,0.9,Good,F,SI1,62.8,64.0,3659,6.18,5.99,3.82 +47012,0.56,Very Good,G,VS1,60.5,59.0,1819,5.26,5.31,3.2 +12397,1.22,Premium,I,SI1,62.3,58.0,5233,6.77,6.81,4.23 +38095,0.42,Premium,F,VS2,60.1,61.0,1013,4.88,4.84,2.92 +32479,0.35,Ideal,F,VVS2,61.6,58.0,795,4.5,4.53,2.78 +29371,0.31,Very Good,G,VS2,63.4,59.0,698,4.32,4.29,2.73 +20111,1.5,Premium,I,SI1,61.8,58.0,8580,7.26,7.3,4.5 +50990,0.31,Ideal,G,VS2,61.6,55.0,544,4.37,4.39,2.7 +28252,0.33,Ideal,G,VS1,61.4,55.0,666,4.44,4.48,2.74 +10231,1.03,Very Good,H,SI2,61.3,56.0,4745,6.5,6.53,3.99 +28637,0.33,Very Good,J,VS1,62.8,58.0,434,4.38,4.41,2.76 +27897,0.4,Very Good,I,VS2,61.4,57.6,655,4.73,4.78,2.92 +44106,0.55,Premium,G,VS2,59.6,59.0,1556,5.36,5.32,3.18 +26811,2.0,Premium,I,VS2,60.7,60.0,16694,8.07,8.02,4.88 +39565,0.32,Premium,F,IF,59.3,58.0,1080,4.47,4.44,2.62 +9460,1.05,Premium,G,SI2,62.6,62.0,4598,6.49,6.45,4.05 +29717,0.31,Ideal,G,VVS2,61.9,55.0,707,4.33,4.36,2.69 +38376,0.5,Premium,H,SI2,62.6,61.0,1024,5.06,5.03,3.1 +40581,0.5,Ideal,G,SI1,62.1,57.0,1153,5.05,5.09,3.15 +25819,2.37,Premium,I,VS2,61.6,56.0,14837,8.7,8.6,5.33 +31354,0.42,Ideal,F,SI1,61.6,56.0,760,4.81,4.85,2.98 +48265,0.57,Ideal,D,VS2,61.8,57.0,1955,5.29,5.32,3.28 +41326,0.56,Ideal,H,SI1,61.8,55.0,1214,5.31,5.34,3.29 +35252,0.3,Very Good,G,IF,62.8,57.0,895,4.27,4.3,2.69 +39150,0.55,Very Good,J,VS2,62.6,57.0,1062,5.17,5.21,3.25 +40530,0.54,Ideal,H,SI1,62.5,56.0,1147,5.2,5.23,3.26 +26356,0.32,Ideal,G,VS1,60.8,57.0,645,4.39,4.42,2.68 +3530,1.04,Good,J,SI1,64.2,58.0,3407,6.42,6.34,4.1 +42318,0.41,Very Good,F,VVS1,62.1,56.0,1295,4.78,4.79,2.97 +46986,0.59,Very Good,D,SI1,62.3,54.0,1816,5.38,5.41,3.36 +28605,0.3,Premium,E,SI1,60.6,56.0,675,4.37,4.35,2.64 +2002,0.93,Ideal,I,SI2,62.3,57.0,3101,6.2,6.22,3.87 +16533,1.01,Premium,E,VS2,62.4,60.0,6606,6.43,6.39,4.0 +37602,0.23,Very Good,E,VVS2,58.8,62.0,485,4.04,4.06,2.38 +47315,0.23,Very Good,E,VVS2,61.5,59.0,530,3.95,3.98,2.44 +34875,0.3,Premium,G,VVS2,62.1,59.0,878,4.27,4.23,2.64 +48424,0.7,Premium,E,SI1,61.1,60.0,1971,5.69,5.56,3.44 +6076,0.91,Ideal,E,SI2,60.8,56.0,3968,6.25,6.29,3.81 +53244,0.63,Ideal,F,VS1,62.3,56.0,2644,5.46,5.49,3.41 +21023,1.51,Ideal,I,VS2,62.6,56.0,9234,7.32,7.27,4.57 +15852,1.04,Ideal,G,VS2,62.0,57.0,6342,6.49,6.5,4.03 +9589,1.04,Ideal,H,SI1,60.3,57.0,4629,6.55,6.58,3.96 +46698,0.56,Ideal,E,VS2,61.5,57.0,1792,5.29,5.32,3.26 +10452,1.14,Ideal,H,SI2,62.6,57.0,4788,6.72,6.63,4.18 +53392,0.78,Ideal,E,SI1,62.7,56.0,2664,5.88,5.83,3.67 +18666,1.54,Premium,I,SI2,61.2,58.0,7631,7.51,7.43,4.57 +34527,0.33,Premium,G,VVS1,60.9,58.0,868,4.43,4.47,2.71 +28971,0.31,Very Good,H,SI1,58.7,60.0,435,4.43,4.47,2.61 +14566,1.21,Ideal,H,VS2,62.2,55.0,5882,6.84,6.79,4.24 +5230,1.02,Good,I,SI2,63.6,56.0,3786,6.37,6.4,4.06 +27563,2.06,Ideal,D,SI2,60.3,56.0,18371,8.29,8.25,4.99 +26061,2.03,Ideal,I,SI1,61.8,57.0,15272,8.07,8.14,5.01 +37616,0.24,Very Good,E,VVS1,62.0,60.0,485,3.96,4.01,2.47 +3425,0.7,Ideal,G,VS1,61.9,55.0,3384,5.67,5.71,3.52 +45146,0.5,Ideal,F,VS2,62.9,55.0,1654,5.1,5.07,3.2 +17347,1.72,Very Good,F,I1,60.5,59.0,6962,7.71,7.8,4.69 +766,0.92,Premium,J,SI1,62.9,58.0,2858,6.22,6.18,3.9 +53515,0.72,Ideal,G,SI1,61.4,56.0,2686,5.75,5.78,3.54 +3680,0.78,Premium,F,VS1,61.5,58.0,3446,5.93,5.98,3.66 +29309,0.25,Ideal,G,VS1,62.7,54.0,438,4.05,4.08,2.55 +46280,0.56,Very Good,E,VS2,61.7,56.0,1755,5.25,5.31,3.26 +21939,1.51,Premium,H,SI1,61.2,60.0,10012,7.46,7.37,4.54 +52941,0.7,Premium,E,SI1,61.7,62.0,2592,5.68,5.64,3.49 +53337,0.74,Ideal,D,SI1,62.2,57.0,2655,5.81,5.77,3.6 +46825,0.62,Ideal,H,VS1,63.0,56.0,1808,5.43,5.36,3.4 +33304,0.31,Very Good,D,VVS1,61.1,56.0,826,4.35,4.42,2.68 +8214,1.02,Very Good,G,SI2,63.1,60.0,4370,6.41,6.34,4.02 +19746,1.14,Very Good,E,VS1,63.1,59.0,8315,6.63,6.61,4.18 +23963,1.57,Premium,H,VVS2,62.1,56.0,12098,7.47,7.43,4.63 +47100,0.71,Fair,J,VS2,64.4,56.0,1826,5.64,5.6,3.62 +5065,0.3,Premium,G,SI1,62.6,57.0,574,4.34,4.25,2.69 +7868,0.98,Premium,F,SI2,61.8,58.0,4308,6.37,6.32,3.92 +24562,1.53,Ideal,H,VVS2,61.9,57.0,12848,7.39,7.35,4.56 +8870,1.04,Ideal,H,SI2,60.7,57.0,4484,6.51,6.43,3.93 +33614,0.31,Very Good,G,SI1,60.4,58.0,462,4.39,4.42,2.66 +50293,0.31,Ideal,G,VS1,62.7,57.0,542,4.31,4.34,2.71 +17281,1.31,Premium,I,VS2,60.0,58.0,6921,7.15,7.11,4.28 +38850,0.4,Premium,G,VVS2,59.7,58.0,1050,4.8,4.78,2.86 +5578,0.9,Very Good,E,SI1,62.9,55.0,3863,6.18,6.22,3.9 +14391,0.3,Very Good,H,VVS2,62.8,57.0,605,4.22,4.25,2.66 +25381,1.5,Ideal,G,VS1,62.3,57.0,14067,7.25,7.32,4.54 +27811,0.3,Ideal,H,VVS1,61.1,56.0,650,4.33,4.37,2.66 +31907,0.3,Premium,G,VS1,61.2,59.0,776,4.32,4.28,2.63 +15491,1.04,Premium,G,VS2,62.3,54.0,6206,6.55,6.49,4.06 +16865,1.06,Ideal,G,VS2,61.6,56.0,6728,6.53,6.59,4.04 +1077,0.31,Premium,H,SI1,62.4,57.0,558,4.35,4.31,2.7 +7801,1.02,Ideal,G,SI2,62.7,57.0,4291,6.42,6.44,4.03 +32674,0.31,Ideal,G,VS1,62.1,55.0,802,4.37,4.33,2.7 +45750,0.55,Ideal,F,VS2,60.9,57.0,1702,5.3,5.34,3.24 +9912,1.14,Premium,G,SI2,61.1,59.0,4688,6.77,6.72,4.12 +52353,0.51,Very Good,E,VVS1,59.9,57.0,2501,5.22,5.24,3.14 +24514,2.04,Premium,G,SI2,61.3,60.0,12794,8.18,8.13,5.0 +20449,1.04,Ideal,G,VVS1,62.2,55.0,8794,6.51,6.48,4.04 +41701,0.42,Premium,D,VVS2,62.8,59.0,1241,4.76,4.73,2.98 +16110,1.18,Ideal,H,SI1,61.5,57.0,6440,6.78,6.82,4.18 +5286,0.71,Ideal,F,VS1,61.9,56.0,3799,5.66,5.72,3.53 +43671,0.5,Very Good,F,VS2,62.9,57.0,1436,5.06,5.11,3.2 +21118,1.25,Ideal,G,VS2,61.5,58.0,9282,6.88,6.93,4.25 +9835,1.01,Good,D,SI2,63.9,57.0,4672,6.36,6.29,4.04 +22069,1.5,Premium,D,SI2,59.9,60.0,10090,7.48,7.41,4.46 +10187,1.24,Very Good,J,SI2,60.4,61.0,4737,6.85,6.92,4.16 +14345,1.22,Ideal,H,SI2,61.1,57.0,5807,6.9,5.92,4.22 +12087,1.44,Premium,E,I1,61.1,62.0,5161,7.23,7.15,4.39 +15995,0.84,Ideal,D,VVS1,62.0,54.0,6399,6.04,6.08,3.76 +9202,1.01,Very Good,F,SI1,63.0,57.0,4549,6.36,6.4,4.02 +22219,1.23,Very Good,F,VS1,60.8,58.0,10276,6.9,6.94,4.21 +15086,1.22,Ideal,I,SI1,61.7,55.2,6062,6.84,6.9,4.24 +8787,1.0,Ideal,H,SI1,61.4,55.0,4469,6.49,6.44,3.97 +11781,1.02,Premium,H,SI1,61.1,58.0,5084,6.51,6.46,3.96 +8025,1.04,Very Good,H,SI2,60.2,60.0,4332,6.52,6.57,3.94 +295,0.74,Ideal,H,VS1,61.8,58.0,2797,5.77,5.81,3.58 +25920,2.05,Premium,J,VS1,60.1,58.0,15067,8.25,8.19,4.94 +39890,0.42,Ideal,F,VS1,61.0,57.0,1103,4.87,4.84,2.96 +52134,0.52,Ideal,E,VVS1,59.9,57.0,2467,5.28,5.24,3.15 +29972,0.32,Ideal,D,SI1,62.1,54.0,715,4.4,4.45,2.75 +23720,0.29,Very Good,E,VVS2,61.4,58.0,633,4.25,4.31,2.63 +33118,0.31,Ideal,G,VVS1,62.5,57.0,816,4.31,4.36,2.71 +50117,0.7,Very Good,D,SI1,63.7,59.0,2210,5.59,5.65,3.58 +29815,0.3,Premium,D,SI1,62.4,60.0,709,4.26,4.23,2.65 +17170,1.08,Ideal,H,VVS2,62.4,55.0,6856,6.53,6.57,4.09 +2835,0.78,Ideal,I,VVS2,62.4,56.0,3267,5.87,5.9,3.67 +8570,1.2,Premium,J,VS2,58.0,59.0,4435,6.98,6.92,4.03 +5743,1.03,Ideal,J,SI1,62.3,56.0,3893,6.51,6.45,4.04 +45611,0.52,Ideal,G,VS1,60.8,55.0,1691,5.2,5.26,3.18 +1579,0.71,Ideal,G,SI1,61.9,56.0,3007,5.73,5.76,3.55 +25390,2.03,Ideal,J,VS2,60.5,57.0,14083,8.26,8.2,4.98 +16778,1.02,Premium,G,VS1,61.0,58.0,6683,6.55,6.49,3.98 +32468,0.36,Very Good,D,SI1,63.2,56.0,794,4.56,4.52,2.87 +37930,0.3,Premium,H,SI2,61.9,60.0,485,4.29,4.27,2.65 +30513,0.31,Very Good,D,SI1,63.5,56.0,732,4.31,4.29,2.73 +51278,0.84,Fair,I,VS2,65.1,57.0,2359,5.91,5.85,3.83 +16810,1.22,Very Good,G,SI1,62.4,57.0,6704,6.75,6.8,4.23 +44422,0.52,Ideal,F,VS1,62.5,57.0,1588,5.13,5.17,3.22 +46121,0.52,Ideal,E,VS2,62.4,57.0,1743,5.14,5.12,3.2 +47093,0.53,Ideal,D,VS2,61.1,56.0,1825,5.28,5.24,3.21 +30648,0.4,Ideal,I,VS1,61.5,59.0,736,4.72,4.75,2.91 +7459,0.9,Premium,H,VS1,62.4,58.0,4234,6.19,6.15,3.85 +17970,1.01,Ideal,G,VS1,62.1,54.0,7262,6.41,6.43,3.99 +52764,0.7,Very Good,D,SI1,58.3,62.0,2563,5.78,5.84,3.39 +33290,0.31,Premium,G,SI1,61.8,60.0,462,4.32,4.35,2.68 +49467,0.52,Very Good,G,VVS1,61.1,58.0,2113,5.19,5.22,3.18 +18758,1.05,Very Good,E,VS1,59.8,59.0,7666,6.57,6.75,3.98 +50045,0.7,Very Good,I,VS2,61.8,59.0,2200,5.67,5.73,3.52 +53280,0.72,Ideal,I,VS2,61.7,56.0,2650,5.75,5.8,3.56 +7332,0.91,Very Good,G,VS1,63.4,54.0,4209,6.24,6.07,3.9 +36043,0.41,Ideal,G,SI1,62.9,56.0,923,4.75,4.7,2.97 +27326,2.03,Ideal,H,SI1,60.8,57.0,17864,8.18,8.24,4.99 +31556,0.38,Ideal,G,VS2,62.2,56.0,766,4.62,4.64,2.88 +22468,1.22,Premium,F,VVS2,63.0,56.0,10494,6.88,6.76,4.3 +38718,0.41,Ideal,G,VS2,61.4,59.0,1042,4.78,4.76,2.93 +38839,0.52,Very Good,G,SI2,63.0,55.0,1049,5.12,5.14,3.23 +51867,0.73,Ideal,I,VS2,61.9,56.0,2426,5.77,5.82,3.59 +5331,0.96,Premium,I,VS2,60.6,60.0,3808,6.47,6.4,3.9 +50366,0.7,Good,D,SI2,63.6,62.0,2247,5.61,5.55,3.55 +21093,1.51,Premium,H,SI1,59.9,60.0,9261,7.45,7.4,4.45 +27405,1.93,Fair,F,VS1,58.9,62.0,17995,8.17,7.97,4.75 +39965,0.4,Very Good,E,VVS2,61.0,55.0,1106,4.77,4.81,2.92 +45917,0.53,Ideal,E,VS2,61.4,56.0,1721,5.18,5.25,3.2 +47190,0.54,Ideal,F,VS2,63.0,57.0,1837,5.22,5.18,3.28 +25161,2.04,Premium,J,VS2,63.0,58.0,13734,8.02,7.99,5.04 +15399,1.2,Ideal,H,SI1,61.9,54.0,6169,6.8,6.86,4.23 +14248,1.29,Very Good,I,SI1,63.6,57.0,5771,6.88,6.92,4.39 +8134,1.01,Very Good,E,SI2,62.4,58.0,4355,6.36,6.42,3.99 +7062,0.33,Premium,I,VVS2,61.0,59.0,579,4.41,4.44,2.7 +6604,1.0,Good,F,SI2,62.7,57.0,4081,6.29,6.34,3.96 +39058,0.57,Premium,E,SI2,62.5,54.0,1058,5.35,5.3,3.33 +11959,1.21,Very Good,J,VS2,62.2,59.0,5136,6.79,6.84,4.24 +8630,1.03,Very Good,F,SI2,62.2,56.0,4449,6.51,6.48,4.04 +365,0.71,Very Good,F,VS1,62.2,58.0,2807,5.66,5.72,3.54 +10157,1.02,Very Good,H,SI1,61.6,58.0,4727,6.49,6.54,4.01 +1728,0.32,Very Good,H,VS1,63.0,57.0,561,4.37,4.39,2.76 +21045,0.31,Good,G,VS1,63.2,56.0,625,4.28,4.29,2.71 +41528,0.42,Premium,G,VVS1,60.2,59.0,1235,4.84,4.82,2.91 +16535,1.01,Premium,E,VS2,60.8,60.0,6606,6.46,6.43,3.92 +41051,0.5,Fair,E,VS2,65.0,58.0,1188,4.96,4.92,3.21 +4916,0.9,Good,E,SI2,62.1,63.0,3724,6.09,6.12,3.79 +2319,0.79,Ideal,H,SI1,61.4,56.0,3167,5.93,5.96,3.65 +19347,3.0,Fair,H,I1,67.1,57.0,8044,8.93,8.84,5.97 +29926,0.31,Ideal,D,VS1,60.6,57.0,713,4.36,4.39,2.65 +48476,0.7,Good,F,SI2,63.3,58.0,1978,5.57,5.61,3.54 +28879,0.31,Premium,D,SI1,60.6,59.0,684,4.39,4.35,2.65 +28639,0.33,Very Good,G,SI2,59.4,59.0,434,4.5,4.52,2.68 +24018,1.7,Ideal,D,SI1,60.0,54.0,12190,7.76,7.71,4.64 +41368,0.5,Very Good,F,SI1,63.2,57.0,1220,5.03,5.06,3.19 +32834,0.6,Premium,H,I1,60.1,60.0,806,5.51,5.44,3.29 +14079,1.2,Premium,I,SI1,62.6,59.0,5712,6.85,6.79,4.27 +49533,0.6,Ideal,D,VS2,60.4,57.0,2125,5.53,5.49,3.33 +46720,0.51,Very Good,D,VS2,63.5,56.0,1793,5.1,5.07,3.23 +20277,1.03,Ideal,F,VVS2,61.6,56.0,8701,6.46,6.53,4.0 +281,0.72,Premium,D,SI2,62.0,60.0,2795,5.73,5.69,3.54 +17293,1.3,Ideal,G,VS1,62.4,56.0,6928,7.03,6.95,4.36 +38103,0.36,Ideal,E,VS2,61.9,56.0,1013,4.56,4.55,2.82 +33239,0.33,Ideal,F,VVS2,61.4,57.0,824,4.43,4.46,2.73 +228,0.84,Fair,G,SI1,55.1,67.0,2782,6.39,6.2,3.47 +48114,0.5,Ideal,G,VVS2,62.8,57.0,1935,5.04,4.99,3.15 +29427,0.38,Very Good,E,SI1,61.2,59.0,700,4.64,4.67,2.85 +25860,2.27,Premium,I,SI2,62.5,59.0,14937,8.45,8.39,5.26 +35536,0.34,Premium,F,VS1,60.0,59.0,905,4.59,4.55,2.74 +51586,0.73,Premium,I,VS1,60.3,58.0,2393,5.87,5.83,3.53 +50087,0.72,Very Good,H,VS1,62.8,56.0,2206,5.72,5.77,3.61 +45082,0.55,Ideal,D,VS2,61.0,56.0,1645,5.28,5.31,3.23 +48789,0.55,Ideal,G,VVS2,61.9,56.0,2022,5.23,5.27,3.25 +30359,0.31,Ideal,F,VS1,61.1,57.0,729,4.34,4.36,2.66 +45942,0.52,Ideal,G,VS1,61.9,55.0,1722,5.16,5.18,3.2 +36623,0.24,Very Good,E,VVS2,61.1,60.0,478,4.01,4.07,2.47 +22027,0.38,Ideal,E,SI2,61.8,56.0,628,4.62,4.66,2.87 +35110,0.3,Ideal,F,IF,61.3,56.0,886,4.33,4.35,2.66 +7783,1.02,Premium,H,SI2,59.8,59.0,4284,6.54,6.5,3.9 +1326,0.71,Very Good,H,VVS2,61.8,56.0,2960,5.7,5.73,3.53 +34136,0.32,Ideal,F,VVS1,61.6,55.0,854,4.4,4.43,2.72 +14646,2.0,Fair,H,I1,69.8,54.0,5914,7.6,7.56,5.29 +17869,1.24,Good,H,VS2,58.3,58.0,7210,7.09,7.15,4.15 +19821,1.2,Good,G,VS1,63.6,58.0,8387,6.59,6.56,4.18 +29034,0.31,Ideal,H,VVS1,62.0,54.0,687,4.34,4.37,2.7 +53406,0.76,Ideal,H,VS2,62.7,57.0,2668,5.82,5.86,3.66 +50948,0.56,Ideal,G,IF,62.2,54.0,2321,5.3,5.34,3.31 +132,0.71,Very Good,D,SI1,63.6,58.0,2764,5.64,5.68,3.6 +14274,0.92,Ideal,D,SI1,62.3,56.0,5779,6.2,6.23,3.87 +44222,0.57,Premium,F,SI1,62.7,59.0,1571,5.3,5.26,3.31 +22629,1.68,Ideal,J,VS1,61.1,57.0,10681,7.64,7.7,4.69 +45448,0.52,Good,E,VS2,58.3,61.0,1673,5.26,5.31,3.08 +45360,0.55,Ideal,H,VS2,62.0,55.0,1664,5.31,5.28,3.28 +29269,0.31,Very Good,E,SI1,63.4,55.0,698,4.32,4.29,2.73 +43601,0.29,Ideal,G,VS1,62.2,54.0,507,4.23,4.26,2.64 +39515,0.32,Ideal,E,VVS2,61.5,57.0,1080,4.41,4.4,2.71 +19728,1.51,Ideal,J,VS1,61.3,61.0,8298,7.34,7.4,4.52 +7405,0.33,Very Good,G,VS2,62.6,56.0,579,4.38,4.41,2.75 +3334,0.71,Ideal,E,SI1,61.7,55.0,3376,5.73,5.77,3.55 +36666,0.4,Ideal,E,VS2,62.6,56.0,949,4.67,4.69,2.93 +14436,1.13,Ideal,D,SI1,61.8,56.0,5829,6.68,6.74,4.15 +42874,0.45,Ideal,G,VVS1,61.5,57.0,1358,4.95,4.91,3.03 +29250,0.39,Ideal,F,SI1,60.1,58.0,697,4.74,4.78,2.86 +50580,0.72,Ideal,J,IF,62.0,55.0,2279,5.74,5.77,3.57 +3095,0.79,Ideal,E,VS2,59.3,57.0,3318,6.06,6.02,3.58 +51948,0.71,Premium,E,SI1,60.4,62.0,2441,5.72,5.67,3.44 +8256,1.21,Ideal,F,I1,62.0,56.0,4377,6.84,6.8,4.23 +47857,0.68,Premium,D,SI1,59.8,59.0,1909,5.72,5.66,3.4 +6018,0.9,Very Good,H,VS1,62.6,55.0,3964,6.14,6.19,3.86 +13899,0.9,Ideal,D,SI1,62.4,55.0,5656,6.15,6.19,3.85 +43139,0.56,Ideal,H,VS2,61.2,57.0,1388,5.29,5.33,3.25 +30980,0.37,Very Good,F,VS2,61.2,60.0,746,4.59,4.63,2.82 +16240,1.1,Very Good,H,VVS2,59.7,57.8,6497,6.7,6.76,4.01 +3583,0.71,Ideal,F,SI1,61.2,55.0,3421,5.76,5.8,3.54 +25194,2.07,Premium,E,SI2,61.4,58.0,13786,8.24,8.19,5.04 +47618,0.55,Ideal,F,VS1,61.6,57.0,1881,5.23,5.29,3.24 +12707,0.26,Premium,E,VVS1,62.3,60.0,599,4.07,4.09,2.54 +38866,0.4,Premium,F,VS1,61.5,59.0,1050,4.76,4.71,2.91 +9105,1.0,Good,G,SI1,61.6,62.0,4528,6.37,6.45,3.95 +52872,0.73,Premium,G,VS2,60.3,57.0,2581,5.88,5.82,3.53 +14625,1.24,Ideal,H,SI2,62.0,56.0,5902,6.9,6.87,4.27 +40420,0.7,Fair,F,I1,64.9,59.0,1134,5.58,5.53,3.61 +15597,1.33,Premium,E,SI2,61.0,60.0,6256,7.13,7.05,4.33 +42747,0.51,Good,E,SI1,63.2,61.0,1343,5.05,5.08,3.2 +43338,0.55,Very Good,E,SI1,63.0,59.0,1406,5.25,5.17,3.28 +17337,1.2,Ideal,H,VS2,62.2,55.0,6956,6.76,6.85,4.23 +37519,0.41,Good,D,VS1,60.2,62.0,986,4.8,4.84,2.9 +15389,0.29,Very Good,G,VVS1,61.4,56.0,607,4.25,4.28,2.62 +11061,0.34,Ideal,D,SI1,60.9,56.0,596,4.53,4.56,2.76 +43276,0.3,Ideal,I,SI1,62.2,57.0,506,4.27,4.25,2.65 +12743,0.91,Good,F,VVS2,64.0,61.0,5317,6.06,6.13,3.9 +18168,1.03,Premium,F,VS1,62.2,57.0,7365,6.51,6.47,4.04 +9810,1.21,Good,F,SI2,63.7,64.0,4669,6.73,6.63,4.25 +45245,0.53,Ideal,G,VS1,62.4,54.0,1659,5.18,5.21,3.24 +44313,0.36,Ideal,F,SI1,62.7,57.0,520,4.53,4.56,2.85 +33269,0.3,Ideal,G,IF,62.6,54.0,826,4.3,4.33,2.7 +12150,1.2,Premium,H,VVS2,60.0,60.0,5174,6.86,6.78,4.09 +36173,0.32,Ideal,F,IF,61.6,56.0,929,4.43,4.47,2.74 +36035,0.41,Premium,G,SI1,61.3,58.0,923,4.8,4.76,2.93 +26920,2.02,Premium,G,SI2,60.1,59.0,16944,8.21,8.29,4.96 +38743,0.35,Premium,E,VVS1,60.7,59.0,1044,4.55,4.58,2.77 +20695,1.53,Ideal,I,SI1,61.9,54.0,8971,7.43,7.5,1.53 +49414,0.7,Very Good,G,SI1,62.1,58.0,2106,5.66,5.7,3.53 +2428,0.73,Very Good,D,VS2,63.5,58.0,3182,5.68,5.72,3.62 +10558,1.21,Very Good,J,VS2,60.9,58.0,4816,6.86,6.91,4.19 +9343,1.0,Good,I,VS1,63.9,56.0,4581,6.37,6.18,4.01 +25556,1.5,Premium,E,VS2,62.1,60.0,14386,7.31,7.27,4.53 +26514,2.05,Good,G,SI2,63.7,61.0,16148,7.99,8.03,5.1 +50682,0.53,Ideal,E,VVS2,62.4,56.0,2288,5.15,5.17,3.22 +34490,0.43,Premium,H,VS1,60.0,59.0,867,4.86,4.98,2.95 +2057,0.32,Very Good,H,VS1,60.5,59.0,561,4.41,4.42,2.67 +50234,0.7,Ideal,G,SI2,62.6,55.0,2232,5.66,5.69,3.55 +53109,0.8,Premium,I,VS2,62.9,61.0,2616,5.84,5.77,3.65 +47736,0.6,Ideal,E,SI1,61.3,56.0,1890,5.49,5.44,3.35 +51014,0.74,Good,H,VS2,63.0,57.0,2327,5.72,5.77,3.62 +49362,0.73,Good,J,VS2,60.8,63.0,2098,5.67,5.78,3.48 +39384,0.42,Ideal,D,VS1,61.4,55.0,1075,4.9,4.8,2.98 +20295,1.6,Ideal,H,VS2,61.2,57.0,8709,7.57,7.5,4.61 +5226,0.69,Ideal,F,VVS1,61.6,56.0,3784,5.69,5.71,3.51 +8999,0.93,Ideal,E,SI1,61.9,55.0,4511,6.26,6.31,3.89 +31804,0.37,Very Good,H,VVS1,61.9,55.0,774,4.6,4.66,2.86 +31578,0.35,Ideal,E,VS2,61.7,55.0,767,4.54,4.57,2.81 +24665,2.1,Very Good,G,SI2,63.4,58.0,13007,8.19,8.12,5.17 +26625,2.14,Premium,H,VS2,61.7,58.0,16390,8.28,8.22,5.09 +45540,0.51,Premium,F,VS2,61.0,58.0,1687,5.17,5.1,3.13 +20790,1.5,Good,F,SI2,61.2,63.0,9028,7.33,7.41,4.51 +12355,1.24,Very Good,H,SI2,61.0,59.0,5231,6.93,7.0,4.25 +43873,0.51,Ideal,G,VS2,61.9,55.0,1450,5.07,5.1,3.15 +36505,0.45,Ideal,F,VS2,62.8,55.0,945,4.88,4.86,3.06 +18792,1.13,Ideal,G,VS1,61.0,58.0,7687,6.71,6.74,4.1 +8140,0.97,Good,I,VS2,64.5,61.0,4355,6.16,6.21,3.99 +31423,0.4,Ideal,F,SI2,61.5,56.0,764,4.75,4.78,2.93 +40193,0.5,Good,G,SI2,62.3,64.0,1121,5.1,5.02,3.15 +41511,0.44,Ideal,D,VS1,62.3,55.0,1235,4.85,4.88,3.03 +37144,0.32,Ideal,E,VS1,61.9,56.0,972,4.41,4.38,2.72 +29729,0.31,Very Good,G,VVS2,62.9,58.0,707,4.28,4.3,2.7 +45907,0.54,Ideal,E,SI1,61.5,56.0,1720,5.26,5.22,3.23 +27814,0.28,Ideal,G,IF,61.5,57.0,650,4.19,4.21,2.58 +45979,0.3,Ideal,H,VS1,62.1,54.0,526,4.32,4.35,2.69 +6930,0.97,Very Good,G,SI1,60.2,61.0,4140,6.4,6.46,3.87 +36917,0.41,Premium,G,VS1,60.2,59.0,961,4.84,4.79,2.9 +9462,0.9,Very Good,G,VS2,62.5,57.0,4600,6.12,6.14,3.83 +13488,1.5,Premium,J,SI1,62.1,57.0,5536,7.42,7.26,4.56 +4221,1.0,Good,D,SI2,64.0,59.0,3569,6.24,6.29,4.01 +34816,0.41,Very Good,E,SI1,63.1,57.0,878,4.73,4.71,2.98 +50860,0.7,Good,D,SI2,59.3,64.0,2312,5.8,5.76,3.43 +50014,0.7,Ideal,F,SI1,61.3,57.0,2196,5.76,5.79,3.54 +40033,0.47,Premium,G,SI1,59.5,60.0,1110,5.09,5.06,3.02 +53602,0.75,Fair,F,SI1,64.6,57.0,2700,5.7,5.67,3.67 +16459,1.23,Premium,H,VS2,60.6,59.0,6577,6.94,6.89,4.19 +6746,0.33,Very Good,E,SI1,60.2,58.0,579,4.49,4.55,2.72 +27820,0.34,Premium,G,SI1,60.8,59.0,650,4.56,4.46,2.74 +20991,1.79,Premium,J,SI1,60.9,60.0,9205,7.79,7.83,4.76 +28525,0.41,Ideal,J,VS1,61.6,55.1,674,4.75,4.8,2.95 +48635,0.3,Good,D,SI2,60.8,65.0,536,4.29,4.26,2.6 +45166,0.5,Premium,D,SI1,62.3,58.0,1654,5.07,5.04,3.15 +40775,0.42,Very Good,E,VVS2,62.1,56.0,1167,4.79,4.82,2.98 +31110,0.41,Very Good,J,VVS2,63.1,60.0,754,4.67,4.71,2.96 +49586,0.7,Very Good,H,SI2,62.0,59.0,2135,5.68,5.7,3.53 +15287,1.24,Very Good,I,VS2,60.0,58.0,6134,6.98,7.03,4.2 +46490,0.54,Very Good,F,VS1,59.9,57.0,1778,5.35,5.3,3.19 +14394,0.3,Very Good,G,VS1,62.5,55.0,605,4.25,4.32,2.68 +40527,0.5,Good,E,SI1,64.0,56.0,1147,5.03,4.9,3.18 +42615,0.32,Good,H,VS2,63.1,55.0,505,4.33,4.36,2.74 +47033,0.55,Premium,F,VS2,61.7,56.0,1819,5.29,5.25,3.25 +26441,1.54,Premium,G,VVS2,62.2,59.0,15983,7.41,7.37,4.6 +20973,1.51,Very Good,I,VS2,61.6,57.0,9185,7.28,7.34,4.5 +22951,1.25,Ideal,G,VVS1,61.3,56.0,10996,6.95,6.98,4.28 +42014,0.35,Ideal,D,VVS1,62.0,54.0,1266,4.56,4.57,2.83 +12827,1.05,Ideal,I,VS2,60.2,57.0,5347,6.6,6.65,3.99 +48282,0.53,Ideal,D,VS2,61.4,56.0,1956,5.23,5.2,3.2 +50378,0.44,Good,D,VVS1,59.2,57.0,2250,4.96,5.0,2.95 +17485,1.52,Good,J,SI1,63.6,60.0,7022,7.25,7.21,4.6 +36127,0.33,Ideal,E,VS2,62.8,56.0,928,4.45,4.41,2.78 +45042,0.54,Ideal,H,VVS2,61.6,56.0,1639,5.24,5.27,3.24 +3443,0.9,Fair,I,VS1,65.2,60.0,3387,6.0,5.96,3.9 +39809,0.54,Premium,F,SI2,61.8,61.0,1097,5.28,5.18,3.23 +9261,1.05,Ideal,G,SI2,62.3,56.0,4561,6.52,6.58,4.08 +27761,0.32,Premium,H,VS2,60.5,59.0,648,4.43,4.39,2.67 +50715,0.53,Ideal,G,IF,60.3,56.0,2293,5.29,5.33,3.2 +28377,0.24,Premium,D,VVS2,59.5,62.0,668,4.06,4.04,2.41 +34127,0.39,Very Good,G,VVS1,62.7,58.0,854,4.65,4.69,2.93 +20001,1.71,Premium,J,SI2,62.6,57.0,8540,7.62,7.58,4.76 +21557,1.76,Ideal,F,SI2,62.6,55.0,9659,7.69,7.64,4.8 +23795,1.52,Premium,H,VS1,58.4,59.0,11853,7.55,7.52,4.4 +13724,0.32,Good,G,VS2,56.7,64.0,603,4.52,4.55,2.57 +34118,0.31,Ideal,E,VVS1,62.1,55.0,853,4.34,4.36,2.7 +51307,0.31,Premium,G,VS2,59.8,60.0,544,4.4,4.43,2.64 +41789,0.31,Premium,D,IF,60.2,59.0,1248,4.42,4.39,2.65 +53054,0.76,Premium,F,SI1,60.3,58.0,2607,5.91,5.96,3.58 +23375,0.33,Ideal,D,SI2,62.4,57.0,631,4.42,4.39,2.75 +29786,0.3,Ideal,D,SI1,62.1,54.0,709,4.35,4.31,2.69 +39743,0.43,Ideal,F,VVS2,61.4,56.0,1093,4.87,4.9,3.0 +52315,0.23,Premium,G,VVS2,58.1,59.0,550,4.09,4.03,2.36 +30290,0.3,Good,G,SI1,63.8,56.0,447,4.26,4.3,2.73 +15930,1.38,Very Good,H,SI2,62.3,60.0,6369,7.07,7.12,4.42 +3679,0.91,Very Good,G,SI1,63.1,63.0,3445,6.16,6.11,3.87 +1381,0.31,Premium,E,SI2,60.8,61.0,558,4.43,4.39,2.68 +3689,0.9,Good,H,SI1,62.8,62.0,3447,6.05,6.09,3.81 +19505,1.51,Premium,E,SI2,59.3,61.0,8135,7.57,7.51,4.47 +8437,1.03,Ideal,G,SI2,62.1,56.0,4407,6.44,6.48,4.01 +18297,1.54,Very Good,I,SI2,63.3,60.0,7437,7.34,7.31,4.64 +22703,0.35,Ideal,H,SI1,62.3,57.0,630,4.55,4.5,2.82 +18866,1.51,Very Good,E,SI2,63.3,58.0,7737,7.19,7.16,4.54 +39471,0.41,Premium,E,VS1,60.0,58.0,1079,4.8,4.83,2.89 +673,0.72,Ideal,E,SI1,60.3,57.0,2847,5.83,5.85,3.52 +47817,0.71,Premium,G,SI2,58.2,60.0,1902,5.91,5.88,3.43 +50624,0.3,Ideal,E,SI2,62.1,54.0,401,4.32,4.35,2.69 +52877,0.82,Very Good,I,VS1,63.6,58.9,2583,5.88,5.93,3.76 +32194,0.35,Premium,H,VS1,61.7,59.0,788,4.53,4.51,2.79 +17728,0.39,Ideal,E,SI2,61.0,55.0,614,4.74,4.77,2.9 +29429,0.42,Good,H,SI1,63.1,57.0,700,4.76,4.78,3.01 +26378,2.0,Very Good,F,SI1,63.3,56.0,15851,8.0,7.93,5.04 +17146,1.01,Good,G,VVS2,63.4,55.0,6843,6.34,6.41,4.04 +40071,0.43,Premium,G,VS2,61.1,59.0,1113,4.86,4.83,2.96 +46800,0.7,Premium,F,SI2,60.6,57.0,1806,5.81,5.74,3.5 +32559,0.38,Ideal,I,VVS1,62.4,54.8,800,4.64,4.66,2.9 +2489,0.83,Good,G,VS2,63.7,60.9,3195,5.84,5.92,3.75 +33034,0.32,Ideal,G,VVS1,61.9,55.0,814,4.43,4.46,2.75 +52497,0.77,Premium,I,VS1,62.6,55.0,2524,5.9,5.85,3.68 +25402,2.29,Premium,G,SI2,62.5,59.0,14108,8.38,8.33,5.22 +53100,0.71,Ideal,I,VS2,61.8,55.0,2614,5.7,5.73,3.53 +18365,0.37,Premium,F,SI1,61.5,59.0,616,4.59,4.62,2.83 +53205,0.71,Premium,F,SI1,59.7,60.0,2633,5.82,5.77,3.46 +13403,0.32,Premium,H,VVS2,62.2,58.0,602,4.33,4.38,2.71 +37634,0.4,Premium,D,SI1,61.3,60.0,990,4.75,4.71,2.9 +30225,0.33,Premium,E,VS2,61.0,60.0,723,4.43,4.46,2.71 +30310,0.34,Ideal,F,VS2,61.5,55.0,726,4.53,4.57,2.8 +31697,0.36,Ideal,F,SI1,61.5,57.0,770,4.59,4.55,2.81 +9800,1.05,Ideal,G,SI2,62.2,54.0,4667,6.52,6.56,4.07 +41020,0.25,Premium,G,SI2,59.0,60.0,1186,5.33,5.28,3.12 +40377,0.36,Ideal,E,VVS2,61.0,55.0,1131,4.6,4.62,2.81 +18511,1.51,Very Good,J,SI1,58.8,59.0,7544,7.47,7.56,4.42 +47932,0.56,Premium,E,VS2,61.8,59.0,1915,5.34,5.27,3.28 +12748,1.06,Ideal,E,SI2,62.2,55.0,5319,6.54,6.51,4.06 +16089,1.29,Premium,I,SI1,61.8,59.0,6429,6.99,6.96,4.31 +21758,1.53,Very Good,I,VS1,59.3,58.0,9823,7.5,7.54,4.46 +2576,0.71,Ideal,E,VS1,61.9,54.0,3212,5.74,5.76,3.56 +45225,0.5,Very Good,F,VS1,58.8,60.0,1657,5.18,5.2,3.05 +1374,0.7,Ideal,I,VVS1,61.8,56.0,2966,5.69,5.73,3.53 +53045,0.71,Very Good,E,SI1,61.1,57.0,2606,5.69,5.73,3.49 +23,0.23,Very Good,H,VS1,61.0,57.0,353,3.94,3.96,2.41 +15777,1.01,Very Good,E,VS2,62.3,58.0,6310,6.39,6.45,4.0 +16550,1.0,Ideal,G,VS2,62.1,57.0,6612,6.42,6.37,3.97 +18430,1.12,Ideal,G,VS1,61.0,56.0,7495,6.72,6.76,4.11 +306,0.9,Good,I,SI2,62.2,59.0,2800,6.07,6.11,3.79 +38663,0.42,Ideal,D,SI1,62.3,57.0,1040,4.8,4.77,2.98 +49010,0.7,Fair,H,SI1,64.7,58.0,2051,5.59,5.54,3.6 +25407,2.01,Very Good,J,SI1,61.7,59.0,14125,8.01,8.09,4.97 +14104,1.21,Premium,F,SI1,61.1,61.0,5720,6.78,6.74,4.13 +35418,0.4,Premium,G,SI1,59.3,59.0,900,4.82,4.8,2.85 +11473,0.9,Ideal,H,VS1,60.9,56.0,5013,6.25,6.27,3.81 +2241,0.73,Good,E,VS1,63.7,59.0,3146,5.67,5.69,3.62 +26639,2.01,Good,F,SI2,62.2,57.0,16410,7.91,7.97,4.94 +45468,0.5,Premium,E,VS2,62.6,58.0,1676,5.12,5.07,3.19 +48710,0.56,Ideal,E,VS1,61.8,55.0,2010,5.28,5.33,3.28 +39989,0.41,Premium,F,VS2,61.1,56.0,1107,4.84,4.79,2.94 +53646,0.9,Very Good,I,SI2,60.9,63.0,2704,6.21,6.13,3.76 +3106,0.72,Ideal,D,SI1,62.2,56.0,3322,5.77,5.74,3.58 +33170,0.3,Ideal,D,VS1,61.9,54.1,817,4.28,4.33,2.67 +48908,0.54,Ideal,E,VS1,62.0,56.0,2041,5.26,5.23,3.25 +25943,1.8,Ideal,H,VS1,62.3,56.0,15105,7.79,7.76,4.84 +11856,1.07,Ideal,I,VS1,62.2,58.0,5103,6.52,6.57,4.07 +27439,2.0,Ideal,H,SI1,61.8,57.0,18062,8.1,8.15,5.02 +9224,1.03,Premium,G,SI2,60.6,60.0,4557,6.53,6.5,3.95 +10878,1.05,Premium,F,SI1,62.8,59.0,4879,6.43,6.4,4.03 +28945,0.3,Good,H,VVS1,63.4,57.0,684,4.27,4.31,2.72 +23837,1.51,Ideal,G,SI1,62.4,56.0,11917,7.36,7.33,4.59 +9539,1.01,Very Good,H,SI1,58.5,56.0,4619,6.6,6.69,3.89 +11235,1.08,Ideal,H,SI1,62.8,57.0,4964,6.55,6.51,4.1 +37691,0.43,Very Good,H,VS2,63.4,55.0,994,4.82,4.86,3.07 +49477,0.72,Premium,G,SI2,62.6,60.0,2115,5.7,5.65,3.55 +1296,0.8,Very Good,H,VS2,59.1,59.0,2953,6.02,6.07,3.57 +2826,0.81,Premium,G,VS1,62.3,56.0,3266,5.95,5.89,3.69 +7880,0.92,Ideal,E,SI2,62.6,57.0,4309,6.22,6.18,3.88 +35680,0.42,Very Good,F,VS1,60.9,58.0,910,4.84,4.88,2.96 +15964,1.22,Ideal,H,SI1,62.1,56.0,6388,6.87,6.81,4.25 +31261,0.32,Good,H,SI1,63.1,54.0,449,4.36,4.42,2.77 +30961,0.4,Very Good,H,VS2,62.1,56.0,746,4.72,4.75,2.94 +51582,0.72,Very Good,I,VS2,63.3,57.0,2393,5.66,5.72,3.6 +18060,0.36,Premium,F,SI1,61.1,60.0,616,4.62,4.57,2.81 +11211,1.15,Premium,I,SI1,59.6,58.0,4959,6.86,6.82,4.08 +51398,0.72,Very Good,I,VS1,63.5,57.0,2369,5.66,5.68,3.6 +29497,0.32,Ideal,E,VS2,61.9,56.0,702,4.35,4.4,2.71 +51849,0.7,Ideal,F,SI1,61.8,55.0,2423,5.75,5.71,3.54 +47752,0.54,Very Good,D,VS2,60.6,58.0,1892,5.26,5.3,3.2 +31199,0.32,Ideal,I,VVS1,62.4,55.0,756,4.38,4.34,2.72 +19100,1.2,Premium,F,VS2,60.1,57.0,7865,6.82,6.76,4.08 +1059,0.31,Premium,I,VS2,59.8,60.0,558,4.42,4.38,2.63 +29056,0.4,Good,E,SI1,63.6,57.0,687,4.65,4.69,2.97 +13774,0.93,Very Good,E,VS2,61.4,58.0,5616,6.22,6.29,3.84 +4487,0.9,Good,E,SI1,60.8,65.0,3625,6.31,6.18,3.8 +13365,0.24,Very Good,F,VS1,59.9,58.0,419,4.02,4.06,2.42 +12298,1.21,Ideal,I,SI1,62.4,55.0,5218,6.81,6.78,4.24 +51610,0.79,Very Good,G,SI1,60.9,63.0,2394,5.89,5.84,3.57 +36346,0.43,Very Good,H,SI2,60.4,56.0,937,4.9,4.93,2.97 +35697,0.3,Premium,E,VS1,61.8,58.0,911,4.33,4.31,2.67 +15935,1.22,Ideal,D,SI2,61.8,58.0,6372,6.84,6.92,4.25 +51199,0.57,Very Good,F,VVS2,60.7,58.0,2351,5.32,5.35,3.24 +20498,1.24,Ideal,G,VS1,61.5,56.0,8830,6.92,6.97,4.27 +31642,0.25,Ideal,H,VVS1,62.5,56.0,450,4.03,4.06,2.53 +8085,1.01,Premium,D,SI2,62.6,60.0,4338,6.4,6.37,4.0 +31932,0.3,Ideal,F,VS2,60.7,56.0,776,4.34,4.32,2.63 +30706,0.3,Ideal,G,VVS1,61.4,56.0,737,4.32,4.34,2.66 +40673,0.44,Ideal,E,VS1,61.5,56.0,1155,4.92,4.9,3.02 +48931,0.74,Premium,I,SI2,59.8,58.0,2042,5.93,5.88,3.53 +43817,0.51,Premium,E,SI1,61.8,58.0,1443,5.15,5.11,3.17 +11157,0.9,Very Good,D,SI2,62.5,55.0,4946,6.16,6.2,3.86 +41954,0.23,Very Good,E,VVS2,61.6,61.0,505,3.92,3.97,2.43 +208,0.52,Ideal,F,VVS1,61.3,55.0,2778,5.19,5.22,3.19 +38447,0.36,Ideal,F,VVS1,61.0,55.0,1028,4.6,4.62,2.81 +52387,0.57,Premium,E,VVS2,60.0,61.0,2507,5.44,5.36,3.24 +7569,1.04,Premium,I,SI1,62.5,62.0,4252,6.45,6.39,4.01 +36833,0.3,Ideal,E,IF,61.2,58.0,957,4.31,4.38,2.66 +10363,1.23,Ideal,I,SI2,62.3,55.0,4773,6.85,6.82,4.26 +12963,1.0,Very Good,D,SI1,62.1,61.0,5390,6.3,6.32,3.92 +37894,0.41,Very Good,G,VVS2,62.9,56.0,1007,4.7,4.74,2.97 +6734,0.31,Very Good,H,VVS2,62.6,56.0,578,4.33,4.36,2.72 +5899,1.08,Premium,F,SI2,59.9,58.0,3931,6.75,6.66,4.01 +38285,0.28,Very Good,F,VS1,62.1,59.0,487,4.16,4.21,2.6 +7342,0.91,Good,E,SI1,63.5,57.0,4211,6.07,6.11,3.87 +5872,0.9,Premium,E,SI2,60.4,59.0,3924,6.21,6.24,3.76 +34570,0.31,Ideal,G,IF,61.0,55.0,871,4.39,4.42,2.69 +37275,0.35,Ideal,J,VS1,62.6,53.7,483,4.51,4.54,2.83 +15457,1.0,Good,D,VS2,60.8,61.0,6189,6.33,6.4,3.87 +14973,1.21,Premium,D,SI2,60.9,58.0,6031,6.89,6.83,4.18 +43510,0.52,Very Good,G,VS2,59.2,57.0,1423,5.28,5.37,3.15 +5315,0.74,Ideal,E,VS1,62.1,53.0,3804,5.82,5.8,3.61 +38540,0.34,Ideal,D,VS2,62.3,55.0,1033,4.48,4.45,2.78 +43974,0.31,Ideal,H,VS2,61.5,54.0,518,4.35,4.4,2.69 +1762,0.71,Very Good,D,VS2,62.8,56.0,3045,5.67,5.7,3.57 +10877,1.01,Premium,E,SI2,60.4,60.0,4878,6.49,6.46,3.91 +10930,0.8,Very Good,E,VVS2,62.8,57.0,4893,5.93,5.95,3.73 +50952,0.71,Premium,E,SI2,62.7,59.0,2322,5.66,5.7,3.56 +48493,0.54,Ideal,G,VVS2,61.9,57.0,1981,5.22,5.25,3.24 +21604,1.25,Premium,F,VS2,60.8,58.0,9702,6.98,6.93,4.23 +53266,0.7,Premium,F,VS2,63.0,61.0,2648,5.64,5.59,3.54 +48200,0.59,Very Good,D,VS2,63.2,57.0,1948,5.28,5.32,3.35 +34096,0.36,Ideal,I,IF,60.8,57.0,852,4.6,4.64,2.81 +15080,1.32,Fair,I,SI1,64.8,58.0,6061,6.9,6.83,4.45 +46992,0.64,Premium,F,SI1,61.2,58.0,1816,5.6,5.54,3.41 +12268,1.24,Fair,H,SI2,65.0,54.0,5208,6.76,6.73,4.38 +50389,0.61,Premium,D,VS2,62.3,55.0,2251,5.47,5.42,3.39 +9174,1.0,Good,G,SI1,63.3,60.0,4543,6.24,6.33,3.98 +19516,1.5,Very Good,G,SI2,61.3,63.0,8148,7.28,7.23,4.45 +51898,0.71,Very Good,H,VS2,62.6,56.0,2432,5.68,5.72,3.57 +30080,0.32,Premium,I,VVS2,61.9,59.0,720,4.38,4.35,2.7 +23066,2.07,Premium,H,SI2,59.6,60.0,11094,8.3,8.24,4.93 +10904,1.01,Ideal,H,SI1,62.1,56.0,4886,6.38,6.47,3.99 +31665,0.33,Ideal,E,VS1,61.7,54.0,768,4.45,4.47,2.75 +13518,1.0,Premium,F,SI1,61.9,60.0,5544,6.34,6.39,3.94 +32371,0.4,Ideal,F,VS2,62.6,56.0,790,4.71,4.72,2.95 +5168,0.91,Very Good,H,SI1,63.4,56.0,3771,6.18,6.1,3.89 +45628,0.69,Fair,I,VS1,57.9,63.0,1692,5.73,5.77,3.33 +51581,1.03,Premium,J,I1,62.8,55.0,2392,6.43,6.41,4.03 +22625,1.5,Very Good,H,VS1,60.7,58.0,10681,7.35,7.42,4.48 +857,0.73,Premium,E,VS1,61.3,59.0,2870,5.81,5.78,3.55 +19633,1.01,Ideal,G,VVS2,62.2,54.0,8252,6.48,6.41,4.01 +3028,0.7,Ideal,E,VS1,62.2,58.0,3309,5.67,5.71,3.54 +25574,1.52,Very Good,F,VS2,62.3,56.0,14412,7.29,7.34,4.56 +8864,0.92,Premium,E,SI1,62.2,58.0,4482,6.23,6.18,3.86 +43808,0.51,Premium,H,VS1,62.5,58.0,1443,5.12,5.09,3.19 +49422,0.77,Ideal,F,SI2,62.0,56.0,2107,5.92,5.86,3.65 +32664,0.31,Premium,H,VVS2,62.6,58.0,802,4.31,4.28,2.69 +16777,1.12,Ideal,G,VS2,60.8,57.0,6683,6.74,6.69,4.08 +52539,1.0,Fair,H,SI2,67.8,53.0,2530,6.08,6.02,4.1 +49199,0.59,Ideal,D,VS2,61.7,56.0,2078,5.39,5.41,3.33 +42247,0.57,Ideal,H,SI1,61.3,54.0,1292,5.34,5.39,3.29 +4937,1.11,Fair,H,SI2,64.4,58.0,3730,6.55,6.5,4.2 +23339,1.5,Ideal,E,SI1,62.0,55.0,11385,7.32,7.4,4.56 +1819,0.92,Very Good,D,SI2,60.2,61.0,3057,6.27,6.32,3.79 +5811,0.77,Very Good,E,VS2,60.4,58.0,3911,5.94,6.01,3.61 +27547,2.05,Premium,H,VS2,61.8,60.0,18318,8.19,8.14,5.05 +12442,0.9,Ideal,E,VS1,61.3,57.0,5242,6.24,6.2,3.81 +40503,0.43,Very Good,G,VVS1,60.7,57.0,1143,4.87,4.89,2.96 +17381,0.34,Premium,E,SI2,61.7,58.0,612,4.54,4.5,2.79 +42118,0.5,Good,E,SI1,63.5,61.0,1279,4.98,5.03,3.18 +1174,0.8,Very Good,G,VS2,61.1,57.0,2929,6.01,6.07,3.69 +35537,0.41,Very Good,E,VS1,60.4,59.0,906,4.8,4.83,2.91 +20112,1.5,Very Good,G,SI2,58.5,62.0,8580,7.4,7.44,4.34 +19506,1.0,Very Good,G,VVS2,63.0,54.0,8138,6.37,6.43,4.03 +9218,1.01,Ideal,G,SI2,59.3,60.0,4556,6.54,6.58,3.89 +21131,1.73,Very Good,I,SI2,62.0,58.0,9292,7.6,7.69,4.74 +16835,1.01,Very Good,E,VS2,62.9,60.0,6714,6.36,6.4,4.01 +44516,0.52,Premium,F,VS2,62.1,59.0,1600,5.12,5.15,3.19 +37540,0.39,Ideal,F,VVS2,61.7,56.0,988,4.7,4.73,2.91 +4795,1.5,Good,I,I1,63.7,61.0,3696,7.22,7.1,4.57 +46083,0.5,Very Good,F,VS1,62.6,59.0,1738,5.03,5.06,3.16 +41809,0.6,Ideal,H,SI2,61.7,54.0,1250,5.44,5.48,3.37 +52138,0.74,Very Good,G,SI1,63.5,60.0,2468,5.73,5.68,3.62 +11360,1.06,Very Good,F,SI1,62.3,56.0,4995,6.5,6.57,4.07 +39936,0.23,Very Good,D,VVS2,62.5,58.0,492,3.89,3.92,2.44 +1108,0.83,Premium,E,SI1,62.2,59.0,2913,6.05,5.97,3.74 +5943,1.12,Ideal,G,I1,60.3,57.0,3945,6.8,6.73,4.08 +36240,0.31,Ideal,D,VVS1,62.1,54.0,934,4.34,4.36,2.7 +19233,1.12,Ideal,G,VS1,61.5,55.0,7970,6.67,6.69,4.11 +51293,1.2,Premium,F,I1,62.9,58.0,2360,6.86,6.79,4.29 +42563,0.57,Ideal,I,VS2,61.5,56.0,1326,5.32,5.35,3.28 +6438,0.91,Premium,G,SI1,62.2,59.0,4045,6.15,6.19,3.84 +27247,2.39,Premium,I,VS1,61.2,60.0,17642,8.63,8.6,5.27 +18059,0.34,Ideal,G,VS2,61.4,55.0,616,4.51,4.54,2.78 +31194,0.36,Premium,E,SI1,62.2,59.0,756,4.57,4.53,2.83 +17417,1.5,Premium,H,SI2,61.2,61.0,6979,7.34,7.27,4.47 +7229,1.07,Good,I,VS2,63.8,60.0,4194,6.41,6.38,4.08 +9603,1.01,Premium,F,SI1,63.0,58.0,4632,6.33,6.29,3.98 +11517,1.01,Ideal,I,VS1,62.5,59.0,5022,6.33,6.41,3.98 +46995,0.54,Very Good,D,VS2,61.7,55.0,1817,5.21,5.26,3.23 +33560,0.41,Ideal,J,VS1,62.1,56.0,830,4.79,4.75,2.96 +48216,0.57,Ideal,E,VS2,60.4,57.0,1949,5.4,5.35,3.25 +12434,0.9,Very Good,F,VS1,60.7,57.0,5242,6.16,6.23,3.76 +20684,1.12,Very Good,G,IF,60.9,57.0,8962,6.68,6.79,4.1 +31995,0.3,Premium,F,VS2,62.7,58.0,776,4.3,4.25,2.68 +26724,0.32,Good,F,VS2,63.4,57.0,645,4.32,4.36,2.75 +13482,1.06,Premium,F,SI1,58.4,61.0,5535,6.73,6.69,3.92 +2118,1.02,Premium,J,SI2,62.3,58.0,3119,6.42,6.37,3.98 +11998,1.06,Ideal,E,SI2,60.9,57.0,5147,6.58,6.62,4.02 +42716,0.54,Ideal,E,SI2,60.7,56.0,1340,5.3,5.25,3.2 +11726,0.34,Good,G,VS2,63.1,57.0,596,4.43,4.47,2.81 +26943,2.31,Premium,I,SI2,58.8,58.0,17000,8.7,8.64,5.1 +10274,1.03,Ideal,D,SI2,60.7,55.0,4752,6.53,6.61,3.99 +8797,1.1,Premium,E,SI1,60.0,58.0,4472,6.68,6.65,4.05 +38698,0.37,Premium,E,VS2,60.3,58.0,1041,4.66,4.63,2.8 +2209,0.7,Ideal,E,VS2,61.9,56.0,3142,5.69,5.72,3.53 +43062,0.45,Ideal,G,IF,62.8,53.0,1377,4.92,4.95,3.1 +16592,1.06,Very Good,F,VS2,62.7,55.0,6627,6.54,6.5,4.09 +34662,0.31,Ideal,E,VS2,62.0,55.0,872,4.35,4.33,2.69 +34685,0.4,Ideal,G,SI1,61.8,57.0,873,4.74,4.78,2.94 +46237,0.55,Ideal,E,SI1,62.4,58.0,1752,5.28,5.23,3.27 +15362,0.3,Premium,G,VS1,59.6,59.0,605,4.34,4.38,2.6 +15728,1.01,Very Good,G,VS2,63.5,57.0,6291,6.36,6.39,4.05 +25219,1.51,Good,F,VS2,62.0,59.0,13819,7.18,7.37,4.51 +14358,1.07,Premium,F,SI1,61.7,56.0,5813,6.66,6.5,4.06 +39041,0.37,Ideal,G,IF,61.5,56.0,1056,4.6,4.64,2.84 +51711,0.72,Very Good,I,VS1,60.7,56.0,2401,5.78,5.82,3.52 +43351,0.5,Very Good,E,VS2,61.3,62.0,1407,5.05,5.1,3.11 +38083,0.36,Ideal,E,VS2,61.2,56.0,1013,4.63,4.59,2.82 +3823,0.7,Premium,D,VS1,62.5,60.0,3471,5.62,5.67,3.53 +26486,2.24,Very Good,H,SI2,62.3,57.0,16077,8.3,8.36,5.19 +3145,0.71,Very Good,D,VS1,64.1,57.0,3332,5.64,5.66,3.62 +41742,0.5,Ideal,D,SI2,62.8,56.0,1243,5.06,5.03,3.17 +18245,1.01,Very Good,F,VS2,62.9,55.0,7411,6.36,6.42,4.02 +20434,1.51,Very Good,J,VVS2,60.6,58.0,8789,7.36,7.4,4.47 +635,1.0,Premium,F,I1,58.9,60.0,2841,6.6,6.55,3.87 +7274,1.04,Very Good,G,SI2,62.9,58.0,4200,6.43,6.47,4.06 +25894,1.5,Very Good,F,VS1,61.6,58.0,15022,7.35,7.43,4.55 +25339,2.3,Premium,H,SI2,60.6,59.0,14042,8.4,8.37,5.08 +36707,0.47,Ideal,J,VVS2,62.1,54.5,953,4.97,4.99,3.09 +25030,0.3,Very Good,F,VS1,59.8,60.0,640,4.39,4.31,2.6 +4785,1.1,Good,H,SI2,57.6,61.0,3696,6.82,6.73,3.9 +22383,1.01,Premium,D,VVS2,62.4,60.0,10407,6.36,6.31,3.95 +42504,0.55,Premium,G,SI1,62.1,56.0,1321,5.28,5.22,3.26 +22312,1.21,Ideal,E,VS1,62.4,57.0,10351,6.75,6.83,4.24 +50061,0.56,Ideal,G,VVS1,62.0,56.0,2202,5.28,5.3,3.28 +46031,0.57,Ideal,G,VS2,61.6,57.0,1728,5.36,5.32,3.29 +25462,2.05,Premium,J,VS1,62.4,58.0,14224,8.08,8.13,5.06 +30973,0.37,Very Good,G,VS1,59.2,61.0,746,4.63,4.7,2.76 +20752,1.2,Good,F,VS2,62.3,57.0,8990,6.74,6.78,4.21 +260,0.71,Premium,F,VS1,60.1,62.0,2790,5.77,5.74,3.46 +2220,0.84,Very Good,D,SI2,63.6,57.0,3145,5.95,6.0,3.8 +28967,0.31,Very Good,H,SI1,62.4,57.0,435,4.31,4.35,2.7 +36867,0.42,Ideal,E,VS2,62.4,55.0,958,4.79,4.83,3.0 +17143,1.01,Premium,G,VVS2,60.9,59.0,6843,6.54,6.59,4.0 +20514,1.4,Premium,H,VS2,62.9,55.0,8847,7.15,7.06,4.47 +6107,0.9,Good,G,VS1,64.5,57.0,3977,6.01,6.08,3.9 +52009,0.83,Ideal,I,SI2,61.2,59.0,2444,6.03,6.06,3.7 +22007,1.26,Premium,F,VS1,62.7,58.0,10076,6.93,6.86,4.32 +29867,0.3,Ideal,D,VS2,61.7,55.0,710,4.33,4.36,2.68 +51029,0.7,Premium,G,VS2,58.2,60.0,2328,5.84,5.78,3.38 +4249,0.9,Premium,D,SI2,58.7,58.0,3578,6.3,6.28,3.69 +6600,1.0,Good,I,VS2,62.6,59.0,4081,6.28,6.33,3.95 +52945,0.76,Very Good,H,SI1,63.0,58.0,2593,5.78,5.8,3.65 +45486,0.53,Ideal,H,VS1,61.6,55.0,1678,5.2,5.22,3.21 +45028,0.54,Premium,G,VS2,62.7,58.0,1637,5.19,5.15,3.24 +31475,0.34,Premium,H,VS1,61.3,56.0,765,4.53,4.48,2.76 +25664,2.03,Ideal,J,VS1,62.5,57.0,14579,8.14,8.08,5.06 +895,0.7,Premium,G,VVS2,62.9,59.0,2874,5.68,5.61,3.55 +19119,1.0,Ideal,G,VVS2,59.8,54.0,7885,6.58,6.54,3.92 +51250,0.72,Premium,E,SI2,62.6,59.0,2355,5.7,5.74,3.58 +16794,1.04,Very Good,H,IF,62.0,55.0,6694,6.51,6.55,4.05 +32114,0.25,Ideal,E,VVS1,62.3,53.0,783,4.08,4.11,2.55 +36311,0.32,Premium,H,VVS1,62.5,58.0,936,4.37,4.33,2.72 +10942,1.01,Very Good,F,SI1,59.7,61.0,4899,6.49,6.55,3.89 +41025,0.5,Very Good,G,SI1,62.9,59.0,1187,5.04,5.07,3.18 +5972,0.9,Very Good,F,SI1,62.5,60.0,3950,6.05,6.11,3.8 +40028,0.48,Premium,F,SI1,60.6,62.0,1110,5.06,5.0,3.05 +30576,0.31,Ideal,D,VS2,61.8,57.0,734,4.36,4.38,2.7 +33693,0.33,Ideal,G,VVS1,61.6,55.0,838,4.46,4.47,2.75 +6628,1.28,Good,H,SI2,56.8,62.0,4086,7.22,7.16,4.08 +43834,0.59,Ideal,H,SI1,61.1,57.0,1445,5.39,5.41,3.3 +13561,1.02,Ideal,E,SI1,62.2,57.0,5553,6.41,6.45,4.0 +998,0.72,Good,F,VS1,59.4,61.0,2897,5.82,5.89,3.48 +15985,1.02,Premium,G,VS2,62.1,58.0,6397,6.5,6.44,4.02 +2629,0.86,Very Good,H,SI1,59.7,59.0,3228,6.14,6.23,3.69 +35397,0.38,Good,F,VS2,62.4,54.3,899,4.6,4.65,2.89 +45581,0.52,Very Good,G,VS1,62.4,60.0,1689,5.11,5.12,3.19 +17319,1.01,Very Good,F,VS2,60.5,59.0,6944,6.51,6.54,3.95 +3934,0.62,Ideal,F,VVS1,61.9,56.0,3499,5.46,5.48,3.38 +53373,0.71,Premium,D,VS2,62.7,58.0,2659,5.53,5.67,3.54 +14971,1.25,Ideal,H,SI2,61.6,55.0,6030,6.89,6.94,4.26 +33590,0.37,Ideal,G,VS2,61.3,57.0,833,4.64,4.6,2.83 +45320,0.32,Good,E,SI1,63.5,56.0,524,4.34,4.38,2.77 +35169,0.31,Ideal,G,IF,62.2,55.0,891,4.35,4.4,2.72 +12853,1.11,Ideal,H,SI1,61.6,56.0,5358,6.65,6.69,4.11 +42699,0.52,Very Good,G,SI1,63.3,55.0,1338,5.1,5.07,3.22 +28693,0.31,Very Good,F,VS1,59.7,55.0,679,4.42,4.46,2.65 +13409,0.4,Very Good,J,SI1,58.9,59.0,603,4.84,4.87,2.86 +13784,1.28,Premium,E,SI2,62.5,58.0,5620,6.93,6.89,4.32 +11635,2.0,Premium,J,I1,61.5,59.0,5051,8.11,8.06,4.97 +42689,0.52,Ideal,F,SI1,60.4,56.0,1337,5.31,5.29,3.2 +38732,0.4,Ideal,G,VVS1,62.4,54.0,1043,4.73,4.75,2.96 +42748,0.51,Premium,G,VS2,61.3,59.0,1343,5.11,5.17,3.15 +50966,0.6,Ideal,D,VS2,61.5,55.0,2325,5.42,5.45,3.34 +28482,0.32,Very Good,E,SI1,63.1,56.0,672,4.37,4.34,2.75 +20399,0.31,Premium,H,VVS2,60.6,60.0,625,4.34,4.38,2.64 +7393,0.33,Ideal,G,VS2,62.3,57.0,579,4.4,4.43,2.75 +34062,0.36,Ideal,D,SI1,62.0,56.0,851,4.61,4.55,2.84 +27202,1.51,Premium,D,VS1,62.9,54.0,17515,7.29,7.22,4.56 +38902,0.33,Ideal,E,VVS1,61.8,57.0,1052,4.43,4.4,2.73 +48457,0.58,Premium,G,VVS2,61.5,60.0,1975,5.37,5.33,3.29 +33252,0.45,Ideal,I,VS1,62.1,55.0,825,4.9,4.92,3.05 +3163,0.7,Ideal,D,VS1,62.0,57.0,3335,5.69,5.76,3.55 +53567,0.7,Premium,E,VS1,62.7,60.0,2695,5.64,5.59,3.52 +33382,0.41,Premium,G,VS2,61.4,59.0,827,4.75,4.79,2.93 +34337,0.3,Ideal,E,VVS1,62.2,57.0,862,4.28,4.31,2.67 +41313,0.41,Ideal,F,VVS1,61.8,54.0,1213,4.78,4.83,2.97 +32867,0.46,Very Good,F,SI2,61.5,56.0,809,4.98,5.01,3.07 +51419,0.72,Ideal,H,SI2,61.3,56.0,2372,5.75,5.77,3.53 +14497,1.01,Ideal,I,VS2,62.5,56.0,5855,6.38,6.41,4.0 +19432,1.12,Ideal,G,VS1,61.1,56.0,8080,6.7,6.73,4.1 +33431,0.32,Ideal,G,VS1,61.8,55.0,828,4.45,4.42,2.74 +32659,0.31,Very Good,H,VVS2,63.4,56.0,802,4.32,4.29,2.73 +7116,1.01,Very Good,I,SI2,62.9,55.0,4171,6.37,6.42,4.02 +53462,0.72,Ideal,I,VVS1,61.3,57.0,2678,5.77,5.75,3.53 +53682,0.74,Very Good,D,SI2,62.2,59.0,2713,5.75,5.79,3.59 +48847,0.71,Ideal,G,SI2,61.8,56.0,2031,5.7,5.72,3.53 +13748,1.04,Very Good,D,SI1,61.5,58.0,5605,6.48,6.53,4.0 +33187,0.37,Good,E,VS1,63.3,56.0,818,4.58,4.61,2.91 +17788,1.07,Very Good,G,VS1,62.8,58.0,7168,6.48,6.52,4.08 +26539,2.42,Premium,J,SI2,62.4,58.0,16198,8.58,8.53,5.34 +19724,1.21,Ideal,G,VS2,61.5,56.0,8294,6.83,6.88,4.22 +14041,0.31,Very Good,F,VS2,61.1,58.1,605,4.33,4.37,2.66 +51829,0.7,Very Good,E,SI1,63.1,56.0,2421,5.62,5.69,3.57 +50937,0.51,Very Good,E,VVS2,61.3,55.0,2320,5.14,5.16,3.16 +40661,0.38,Ideal,E,VVS1,62.3,56.0,1154,4.64,4.67,2.9 +29962,0.31,Ideal,G,SI1,61.2,55.0,446,4.37,4.39,2.68 +47518,0.7,Very Good,I,VS2,62.8,55.0,1867,5.63,5.67,3.55 +22620,1.5,Good,G,VS2,63.7,57.0,10669,7.29,7.25,4.63 +26964,2.4,Ideal,I,SI2,63.8,58.0,17039,8.41,8.37,5.35 +10884,1.21,Premium,I,SI2,62.1,59.0,4879,6.86,6.8,4.24 +51285,0.57,Ideal,F,VVS2,62.0,55.0,2360,5.31,5.3,3.29 +7251,1.01,Premium,F,SI2,61.0,60.0,4197,6.48,6.44,3.94 +43340,0.4,Ideal,F,IF,61.9,54.0,1406,4.75,4.81,2.96 +33349,0.41,Premium,G,VS2,61.4,59.0,827,4.75,4.79,2.93 +11317,1.05,Very Good,I,VS2,63.2,59.0,4986,6.47,6.44,4.08 +24631,1.3,Good,E,VVS2,62.8,59.0,12967,6.95,6.99,4.38 +8900,0.79,Premium,E,VVS1,62.8,60.0,4490,5.89,5.8,3.67 +41643,0.4,Ideal,E,VVS2,61.8,55.0,1238,4.78,4.74,2.94 +7712,0.33,Ideal,E,SI1,62.5,55.0,579,4.42,4.45,2.77 +4012,0.9,Very Good,F,SI2,62.3,58.0,3519,6.16,6.19,3.85 +17391,0.32,Ideal,D,SI2,61.8,55.0,612,4.42,4.38,2.72 +2366,1.0,Fair,J,SI1,65.3,57.0,3175,6.33,6.12,4.08 +15802,1.22,Very Good,H,SI1,62.4,57.0,6323,6.78,6.82,4.24 +43073,0.5,Very Good,D,VS2,62.2,60.0,1378,5.15,5.05,3.17 +13640,1.31,Very Good,I,SI2,60.8,57.0,5582,7.06,7.12,4.31 +38350,0.4,Ideal,G,SI1,62.6,55.0,1020,4.71,4.69,2.93 +52266,0.74,Very Good,I,VS1,62.3,60.0,2491,5.78,5.8,3.61 +9748,1.04,Ideal,I,SI1,61.3,57.0,4659,6.56,6.53,4.01 +39226,0.32,Ideal,D,VVS1,61.9,56.0,1067,4.36,4.39,2.71 +8384,0.35,Ideal,F,SI1,62.4,55.0,583,4.52,4.55,2.83 +24555,1.78,Ideal,H,SI1,62.1,57.0,12843,7.77,7.73,4.81 +38143,0.3,Premium,G,VVS1,61.7,58.0,1013,4.3,4.26,2.64 +742,0.33,Premium,G,SI2,62.6,58.0,557,4.42,4.4,2.76 +14764,1.23,Good,I,VS1,63.6,59.0,5940,6.85,6.76,4.33 +37268,0.28,Ideal,F,SI1,60.6,55.0,481,4.26,4.3,2.6 +10402,0.31,Very Good,G,SI1,63.2,57.0,593,4.3,4.27,2.71 +34889,0.31,Ideal,D,VS2,59.4,57.0,879,4.5,4.45,2.66 +17607,1.33,Good,I,VS1,63.7,56.0,7090,6.96,6.92,4.42 +24642,1.51,Very Good,H,VVS1,61.5,58.0,12981,7.3,7.39,4.52 +14947,1.2,Very Good,H,SI1,62.1,58.0,6019,6.72,6.77,4.19 +29812,0.3,Ideal,D,SI1,62.2,56.0,709,4.3,4.25,2.66 +9213,0.87,Ideal,G,VS2,61.4,55.0,4553,6.15,6.17,3.78 +38748,0.35,Ideal,G,IF,62.3,55.0,1044,4.5,4.52,2.81 +6271,1.04,Premium,F,SI2,62.8,60.0,4013,6.41,6.38,4.01 +8648,1.0,Premium,F,SI2,61.1,61.0,4452,6.38,6.35,3.89 +6495,0.9,Good,F,SI1,63.9,59.0,4062,6.06,6.09,3.88 +9937,0.9,Very Good,D,SI1,59.6,62.0,4693,6.19,6.22,3.7 +25034,0.34,Ideal,F,VS2,62.2,55.0,641,4.47,4.5,2.79 +13465,1.21,Premium,G,SI2,60.3,58.0,5529,6.96,6.9,4.18 +4470,0.72,Ideal,D,VS1,62.3,54.0,3622,5.74,5.79,3.59 +21516,1.61,Ideal,I,SI1,62.7,55.0,9611,7.54,7.48,4.71 +3669,0.71,Very Good,H,IF,60.2,61.0,3444,5.76,5.8,3.48 +27185,2.08,Ideal,H,SI1,61.7,58.0,17469,8.13,8.21,5.04 +43261,0.3,Very Good,J,VS1,63.4,57.0,506,4.26,4.23,2.69 +33379,0.41,Premium,I,VVS2,59.9,58.0,827,4.81,4.87,2.9 +4707,0.92,Very Good,E,SI2,63.2,54.0,3679,6.29,6.25,3.96 +31335,0.41,Ideal,G,SI1,61.4,56.0,759,4.81,4.83,2.96 +5404,1.01,Very Good,I,SI2,63.1,54.0,3818,6.39,6.35,4.02 +42921,0.5,Premium,D,SI1,61.4,59.0,1363,5.12,5.08,3.13 +33457,0.32,Very Good,G,VS1,63.2,55.0,828,4.39,4.37,2.77 +14109,1.2,Ideal,J,VS1,61.0,57.0,5722,6.81,6.89,4.18 +43751,0.51,Very Good,G,VS2,62.3,59.0,1438,5.07,5.1,3.17 +44951,0.5,Very Good,D,VS2,62.8,58.0,1635,5.0,5.03,3.15 +3025,0.81,Very Good,F,SI1,62.2,56.0,3308,5.97,5.99,3.72 +23190,1.05,Ideal,D,VVS2,61.9,54.0,11196,6.53,6.55,4.05 +44406,0.53,Ideal,D,VS2,61.4,55.0,1585,5.21,5.24,3.21 +8043,0.39,Very Good,G,SI2,62.7,54.0,581,4.64,4.71,2.93 +41795,0.52,Premium,G,SI1,60.6,61.0,1249,5.19,5.17,3.14 +49038,0.52,Ideal,G,IF,61.5,56.0,2055,5.16,5.21,3.19 +15240,1.29,Premium,G,SI2,61.1,59.0,6116,7.03,6.95,4.27 +14569,1.04,Ideal,F,SI1,61.3,56.0,5882,6.55,6.5,4.0 +28399,0.28,Very Good,E,VVS2,63.2,56.0,669,4.17,4.21,2.65 +38002,0.43,Premium,G,VS1,61.0,58.0,1008,4.92,4.89,2.99 +31141,0.41,Very Good,E,SI1,62.9,56.0,755,4.72,4.76,2.98 +15507,1.0,Fair,F,VS2,64.9,52.0,6210,6.24,6.33,4.08 +5137,1.2,Ideal,H,I1,58.6,57.0,3763,7.01,6.96,4.09 +45938,0.42,Very Good,F,IF,60.0,58.0,1722,4.87,4.9,2.93 +5820,1.39,Very Good,I,I1,62.6,57.0,3914,7.1,7.15,4.46 +4251,0.78,Good,E,SI1,59.4,62.0,3578,6.02,6.07,3.59 +6185,0.95,Ideal,H,SI2,59.3,59.0,3994,6.42,6.46,3.82 +37786,0.57,Very Good,I,SI2,62.1,57.0,1000,5.29,5.33,3.3 +25112,1.23,Ideal,D,VVS2,62.4,55.0,13653,6.87,6.82,4.27 +13548,1.11,Premium,H,VS2,62.4,58.0,5550,6.69,6.57,4.14 +22466,2.01,Very Good,J,SI2,63.3,56.0,10490,7.86,7.96,5.01 +45289,0.51,Premium,G,VS1,62.2,58.0,1662,5.11,5.09,3.17 +15255,1.24,Premium,F,SI1,61.4,62.0,6125,6.94,6.88,4.24 +38601,0.37,Premium,D,VVS2,60.7,59.0,1038,4.66,4.63,2.82 +52273,0.72,Premium,D,SI2,60.2,56.0,2492,5.85,5.82,3.51 +20698,1.12,Good,G,IF,59.6,56.0,8973,6.8,6.85,4.07 +11592,1.11,Very Good,D,SI2,61.3,60.0,5042,6.54,6.6,4.03 +29142,0.31,Ideal,D,VS2,60.8,56.0,692,4.39,4.42,2.68 +17907,1.21,Ideal,E,SI1,62.2,54.1,7231,6.82,6.86,4.26 +25285,2.09,Ideal,I,SI2,61.2,57.0,13933,8.27,8.19,5.04 +5869,1.01,Good,G,SI2,63.7,58.0,3923,6.35,6.31,4.03 +15829,1.04,Very Good,G,VS2,61.1,56.0,6334,6.54,6.56,4.01 +10061,0.31,Ideal,H,SI1,61.5,56.0,591,4.36,4.39,2.69 +19810,1.0,Good,D,VVS2,60.2,62.0,8374,6.42,6.46,3.88 +38151,0.36,Premium,F,VS1,61.3,57.0,1013,4.58,4.56,2.8 +16153,1.23,Very Good,H,SI1,61.0,59.0,6458,6.91,6.86,4.2 +576,0.8,Ideal,G,VS2,62.2,56.0,2834,5.94,5.87,3.67 +9285,1.01,Good,E,SI2,60.2,60.0,4566,6.37,6.42,3.85 +20058,0.31,Ideal,G,VS1,62.1,55.0,625,4.33,4.37,2.7 +2399,0.26,Very Good,F,VVS1,61.3,58.0,562,4.13,4.16,2.54 +37311,0.31,Premium,F,IF,61.5,58.0,979,4.33,4.35,2.67 +16448,1.0,Good,D,SI1,59.9,62.0,6568,6.41,6.45,3.85 +23875,2.03,Very Good,J,SI2,61.7,61.0,11968,8.04,8.18,5.0 +35113,0.3,Ideal,F,IF,62.0,56.0,886,4.31,4.33,2.68 +7176,1.01,Premium,I,SI1,61.8,58.0,4185,6.45,6.37,3.96 +21968,1.22,Ideal,G,VVS2,62.3,56.0,10038,6.81,6.84,4.25 +3719,0.9,Good,F,SI2,63.9,55.0,3453,6.15,6.12,3.92 +23750,1.54,Premium,D,VS2,59.4,59.0,11795,7.61,7.55,4.5 +3857,0.72,Ideal,G,VS1,61.7,56.0,3478,5.75,5.78,3.56 +53078,0.9,Ideal,F,I1,61.8,57.0,2611,6.13,6.2,3.81 +34577,0.31,Ideal,G,IF,61.7,55.0,871,4.37,4.39,2.7 +300,0.8,Very Good,H,VS2,63.4,60.0,2797,5.92,5.82,3.72 +40699,0.4,Ideal,E,VVS2,61.7,56.0,1158,4.73,4.77,2.93 +36111,0.42,Premium,E,SI1,59.8,61.0,926,4.89,4.85,2.91 +2677,0.7,Very Good,D,VS1,61.5,55.0,3239,5.7,5.74,3.52 +42181,0.5,Premium,G,SI1,62.9,59.0,1286,5.09,5.06,3.19 +2390,0.32,Ideal,G,VS2,61.4,57.0,561,4.39,4.4,2.7 +40721,0.38,Ideal,F,VVS1,60.9,57.0,1160,4.73,4.69,2.87 +48335,0.51,Ideal,D,VS1,62.1,55.0,1959,5.14,5.2,3.21 +20066,0.31,Ideal,F,VS2,60.8,56.0,625,4.38,4.41,2.67 +8350,1.02,Very Good,E,SI2,59.6,59.0,4398,6.54,6.59,3.91 +4248,0.9,Ideal,H,SI2,62.0,57.0,3578,6.17,6.19,3.83 +29097,0.36,Premium,D,SI2,61.2,59.0,689,4.59,4.56,2.8 +10012,1.01,Very Good,H,SI1,63.3,57.0,4707,6.41,6.36,4.04 +37154,0.36,Premium,I,IF,59.9,59.0,972,4.63,4.58,2.76 +50686,0.74,Ideal,H,SI2,61.4,56.0,2289,5.78,5.84,3.57 +47842,0.4,Ideal,F,VVS1,61.1,56.0,1908,4.78,4.81,2.93 +40606,0.29,Ideal,H,VS2,62.8,55.0,498,4.24,4.27,2.67 +40982,0.5,Very Good,E,SI2,63.1,58.0,1181,5.09,5.05,3.2 +29058,0.4,Good,E,SI1,63.5,57.0,687,4.7,4.72,2.99 +42405,0.61,Premium,I,VS2,58.8,58.0,1308,5.59,5.53,3.27 +14770,1.22,Premium,H,VS2,61.4,62.0,5944,6.92,6.76,4.22 +45029,0.54,Premium,G,VS2,61.0,60.0,1637,5.24,5.18,3.18 +27006,2.57,Premium,E,SI2,61.3,60.0,17116,8.82,8.73,5.38 +2777,0.78,Good,D,SI1,60.1,61.0,3253,5.92,5.89,3.55 +42032,0.53,Good,F,SI1,63.8,56.0,1268,5.13,5.16,3.28 +22717,1.33,Ideal,G,VS1,59.9,57.3,10732,7.16,7.21,4.3 +20151,1.52,Ideal,J,VS1,62.3,58.0,8608,7.32,7.35,4.57 +25542,2.01,Ideal,H,SI2,62.8,57.0,14364,8.04,7.95,5.02 +32261,0.3,Very Good,G,VVS1,62.8,58.0,789,4.27,4.3,2.69 +30541,0.31,Premium,E,VS1,60.2,58.0,734,4.38,4.43,2.65 +451,0.83,Ideal,H,SI1,62.5,55.0,2816,6.04,6.0,3.76 +12863,1.24,Ideal,J,VS2,61.8,58.0,5361,6.88,6.84,4.24 +4171,0.72,Ideal,D,VS1,61.6,56.0,3554,5.8,5.73,3.55 +31300,0.32,Ideal,D,VS2,61.9,57.0,758,4.37,4.39,2.71 +29892,0.3,Ideal,D,VS2,61.8,55.0,710,4.3,4.34,2.67 +19486,1.01,Premium,G,IF,60.0,61.0,8120,6.45,6.41,3.86 +10464,1.01,Premium,E,SI2,60.4,60.0,4790,6.46,6.49,3.91 +41401,0.52,Ideal,F,SI1,62.2,54.0,1223,5.19,5.23,3.24 +40838,0.41,Good,F,VVS2,58.6,60.0,1172,4.83,4.87,2.84 +45905,0.54,Premium,D,SI1,60.2,62.0,1720,5.31,5.25,3.18 +8929,1.01,Premium,F,SI2,62.7,59.0,4497,6.4,6.35,4.0 +2086,0.68,Very Good,F,VVS2,57.3,60.0,3112,5.83,5.89,3.36 +51376,0.7,Very Good,I,VVS2,63.0,58.0,2367,5.64,5.69,3.57 +321,0.71,Good,F,VS2,57.8,60.0,2801,5.9,5.87,3.4 +18809,1.03,Ideal,D,VS2,62.0,54.8,7697,6.47,6.51,4.02 +15516,1.51,Good,J,SI2,58.1,64.0,6215,7.57,7.53,4.39 +12877,1.03,Ideal,F,SI1,62.6,57.0,5366,6.42,6.46,4.03 +32826,0.34,Ideal,E,VS1,60.8,57.0,805,4.49,4.53,2.74 +30121,0.32,Premium,G,VS2,60.7,58.0,720,4.42,4.38,2.67 +1415,1.06,Premium,I,SI2,61.5,57.0,2968,6.57,6.49,4.02 +3977,0.73,Ideal,E,VS1,61.9,56.0,3510,5.78,5.81,3.59 +3773,0.72,Premium,D,VVS2,60.0,57.0,3459,5.92,5.84,3.53 +3787,1.01,Very Good,J,SI2,63.5,59.0,3462,6.3,6.36,4.02 +32313,0.36,Ideal,E,VS2,62.6,56.0,789,4.52,4.56,2.84 +38567,0.4,Ideal,H,VS1,61.8,56.0,1035,4.78,4.74,2.94 +33696,0.33,Ideal,G,VVS1,60.9,57.0,838,4.49,4.51,2.74 +12201,1.18,Premium,G,SI2,61.4,58.0,5190,6.82,6.77,4.17 +765,0.71,Very Good,E,VS2,63.5,59.0,2858,5.68,5.59,3.58 +25902,1.33,Ideal,F,VVS2,61.9,55.0,15031,7.02,7.07,4.36 +32905,0.33,Premium,G,VVS1,61.5,59.0,810,4.42,4.46,2.73 +22818,1.2,Ideal,G,VVS2,61.2,56.0,10846,6.92,6.89,4.23 +26845,2.01,Good,D,SI2,59.9,65.0,16776,8.07,8.0,4.81 +43766,0.41,Ideal,F,IF,62.3,55.0,1439,4.78,4.82,2.99 +38409,0.35,Ideal,G,VVS2,62.1,56.0,1024,4.51,4.47,2.79 +32635,0.36,Ideal,J,VS2,61.5,55.0,459,4.6,4.63,2.84 +5433,0.79,Ideal,E,VS2,62.2,55.0,3827,5.9,5.97,3.69 +33266,0.3,Ideal,E,VVS1,62.6,54.0,826,4.28,4.31,2.69 +32508,0.4,Very Good,E,SI2,63.1,57.0,798,4.72,4.7,2.97 +13063,1.01,Good,E,SI1,63.2,59.0,5411,6.27,6.35,3.99 +25068,1.06,Ideal,D,VVS2,61.8,56.0,13588,6.49,6.53,4.03 +19905,1.2,Very Good,F,VS2,62.9,55.0,8454,6.75,6.8,4.26 +13716,0.3,Ideal,E,VS2,61.8,57.0,603,4.28,4.3,2.65 +38824,0.5,Very Good,I,SI1,62.2,60.0,1048,5.02,5.05,3.13 +27712,0.36,Premium,I,VS2,62.7,59.0,648,4.58,4.54,2.86 +10672,1.03,Ideal,D,SI2,60.7,55.0,4839,6.61,6.53,3.99 +22805,1.55,Premium,H,VS2,62.7,57.0,10827,7.42,7.36,4.63 +41691,0.55,Ideal,G,SI2,62.1,57.0,1240,5.3,5.23,3.27 +16589,1.02,Premium,F,VS2,61.8,56.0,6626,6.54,6.46,4.02 +23052,1.01,Ideal,D,VVS2,62.3,53.0,11082,6.4,6.47,4.02 +45061,0.57,Very Good,G,VS2,63.3,56.0,1641,5.3,5.25,3.34 +32825,0.34,Premium,E,VS1,59.9,58.0,805,4.54,4.58,2.73 +41884,0.59,Ideal,G,SI2,60.6,56.0,1258,5.44,5.46,3.3 +26657,2.0,Very Good,E,SI2,59.5,58.0,16462,8.17,8.27,4.89 +30848,0.33,Premium,H,VS1,60.2,62.0,743,4.47,4.44,2.68 +41140,0.5,Very Good,F,SI1,62.7,61.0,1197,5.01,5.07,3.16 +33383,0.41,Good,J,IF,63.6,54.0,827,4.72,4.75,3.01 +23676,1.53,Very Good,H,VS2,62.5,61.0,11722,7.28,7.38,4.58 +25238,2.52,Fair,H,SI2,65.4,59.0,13846,8.49,8.42,5.53 +25113,1.5,Ideal,F,VS2,60.2,57.0,13653,7.43,7.39,4.46 +50368,0.75,Ideal,F,SI2,59.2,60.0,2248,5.87,5.92,3.49 +770,0.7,Good,E,VVS2,63.6,62.0,2858,5.61,5.58,3.56 +3703,0.72,Ideal,D,VS2,62.1,54.0,3450,5.76,5.81,3.59 +10919,0.9,Premium,H,VVS1,62.3,59.0,4890,6.15,6.09,3.81 +30263,0.4,Ideal,H,VS2,61.9,55.0,725,4.73,4.75,2.93 +40481,0.55,Very Good,G,SI1,60.7,56.0,1141,5.32,5.38,3.25 +13177,1.12,Very Good,E,SI1,58.8,61.0,5447,6.74,6.8,3.98 +49514,0.8,Ideal,H,SI2,62.4,57.0,2122,5.91,5.83,3.66 +45422,0.55,Premium,E,SI1,61.0,61.0,1668,5.3,5.25,3.22 +12307,1.09,Ideal,H,SI1,62.5,56.0,5219,6.58,6.53,4.1 +29361,0.31,Ideal,G,VS2,62.9,57.0,698,4.34,4.31,2.72 +3509,0.81,Premium,G,VS1,61.7,59.0,3402,6.07,5.96,3.71 +22792,1.51,Premium,I,VVS2,61.1,60.0,10817,7.36,7.33,4.49 +33835,0.34,Ideal,G,VVS1,61.5,56.0,844,4.47,4.5,2.75 +14418,1.05,Premium,E,SI1,61.8,56.0,5821,6.57,6.5,4.04 +41636,0.32,Premium,J,VS2,60.0,61.0,504,4.49,4.45,2.68 +6472,0.91,Very Good,F,SI2,60.9,58.0,4054,6.28,6.2,3.8 +31701,0.36,Premium,F,SI1,61.6,60.0,770,4.61,4.54,2.82 +36967,0.41,Premium,G,VS1,62.7,57.0,961,4.77,4.74,2.98 +32133,0.41,Premium,F,SI2,60.9,58.0,784,4.82,4.8,2.93 +23774,1.22,Premium,F,VVS1,61.9,58.0,11830,6.85,6.81,4.23 +39335,0.4,Ideal,D,VS1,60.6,56.0,1072,4.82,4.78,2.91 +893,0.7,Ideal,F,VS1,61.6,55.0,2874,5.75,5.71,3.53 +50510,0.7,Good,I,VS1,64.4,60.0,2271,5.51,5.58,3.57 +16539,1.22,Very Good,D,SI2,59.0,58.0,6607,6.96,7.08,4.14 +15398,1.02,Very Good,G,VS2,63.4,59.0,6169,6.32,6.3,4.0 +11411,1.01,Premium,H,VS1,60.9,62.0,5000,6.52,6.49,3.96 +49893,0.72,Very Good,I,VS2,63.3,59.0,2177,5.66,5.62,3.57 +20446,1.51,Good,F,VS2,64.0,59.0,8794,7.16,7.08,4.56 +51659,0.3,Ideal,G,VS2,61.2,55.0,545,4.35,4.38,2.67 +33272,0.32,Good,H,SI1,63.5,57.0,461,4.34,4.39,2.77 +43082,0.6,Premium,F,SI2,58.9,59.0,1378,5.55,5.52,3.26 +13946,1.1,Premium,H,VS1,61.3,58.0,5673,6.66,6.61,4.07 +41103,0.54,Very Good,H,SI2,60.7,55.0,1194,5.31,5.34,3.23 +40589,0.41,Premium,E,VS1,60.6,59.0,1153,4.8,4.77,2.9 +33132,0.31,Ideal,H,IF,61.8,56.0,816,4.36,4.38,2.7 +20105,1.37,Premium,H,VS1,60.9,59.0,8577,7.24,7.17,4.39 +33219,0.36,Very Good,G,VVS1,62.8,57.0,821,4.52,4.55,2.85 +44878,0.5,Premium,E,VS2,62.9,60.0,1629,5.04,5.01,3.16 +41957,0.23,Very Good,E,VVS2,61.2,60.0,505,3.97,4.0,2.44 +26810,2.0,Very Good,I,VS2,63.3,56.0,16694,8.03,7.98,5.07 +38101,0.36,Ideal,E,VS2,61.2,56.0,1013,4.62,4.6,2.82 +37791,0.38,Premium,E,VS1,60.2,58.0,1000,4.66,4.71,2.82 +34074,0.4,Very Good,D,VS2,59.6,58.0,851,4.8,4.83,2.87 +8462,1.08,Premium,F,SI2,62.3,58.0,4414,6.55,6.52,4.07 +41072,0.41,Premium,F,VVS2,60.1,58.0,1192,4.83,4.79,2.89 +46954,0.3,Premium,E,SI1,59.5,58.0,526,4.39,4.42,2.62 +2071,0.76,Premium,E,VS2,63.0,59.0,3107,5.79,5.76,3.64 +36808,0.3,Premium,G,IF,61.6,60.0,956,4.32,4.29,2.65 +38268,0.26,Very Good,E,SI1,62.0,54.0,384,4.08,4.11,2.54 +6954,0.93,Very Good,G,SI1,62.3,58.0,4144,6.2,6.29,3.9 +26145,2.05,Ideal,J,VS1,61.8,58.0,15450,8.12,8.16,5.03 +16396,1.25,Premium,I,VS1,60.4,59.0,6545,6.94,7.01,4.21 +42253,0.5,Very Good,E,SI1,63.7,58.0,1293,5.02,5.06,3.21 +11261,1.16,Premium,G,SI2,62.6,58.0,4969,6.72,6.66,4.19 +12703,0.26,Very Good,E,VVS1,62.9,58.0,599,4.06,4.08,2.56 +33922,0.3,Premium,E,VS2,62.5,59.0,844,4.3,4.27,2.68 +13997,1.19,Very Good,H,SI1,63.3,55.0,5698,6.76,6.69,4.26 +44817,0.5,Premium,G,VS1,62.5,58.0,1624,5.07,5.11,3.18 +1156,0.75,Good,E,SI1,58.3,60.0,2923,5.94,5.99,3.48 +46066,0.52,Very Good,G,VS1,62.2,63.0,1736,5.22,5.13,3.22 +48870,0.78,Good,J,SI1,58.0,62.0,2035,6.01,6.05,3.5 +42043,0.48,Good,F,VS1,61.5,60.7,1268,4.99,5.05,3.09 +19335,1.2,Very Good,H,VS1,60.2,57.0,8039,6.88,6.95,4.16 +36569,0.4,Ideal,E,SI1,61.1,56.0,945,4.79,4.77,2.92 +6168,1.0,Premium,H,SI1,61.8,60.0,3991,6.37,6.31,3.92 +34006,0.42,Premium,H,VS1,61.7,59.0,847,4.76,4.83,2.96 +32538,0.27,Ideal,E,VVS2,62.2,55.0,799,4.17,4.12,2.58 +47305,0.31,Ideal,J,VS2,62.2,55.0,396,4.32,4.36,2.7 +38538,0.34,Premium,D,VS2,60.4,60.0,1033,4.56,4.51,2.74 +4844,0.91,Very Good,H,SI1,63.4,59.0,3710,6.12,6.09,3.87 +41300,0.38,Ideal,E,VS1,62.2,54.0,1211,4.65,4.63,2.89 +2717,0.3,Ideal,E,SI1,61.9,57.0,564,4.29,4.32,2.66 +44554,0.58,Good,G,VS2,58.4,59.0,1605,5.4,5.46,3.17 +11385,0.34,Very Good,I,VVS2,61.3,57.0,596,4.49,4.52,2.76 +20904,1.06,Ideal,F,VVS2,62.1,57.0,9118,6.54,6.5,4.05 +5571,1.08,Fair,E,SI2,64.9,60.0,3861,6.43,6.39,4.16 +2485,0.83,Very Good,G,VS2,62.7,58.0,3195,5.97,6.03,3.76 +36267,0.4,Good,F,VVS2,62.2,63.0,936,4.66,4.69,2.91 +17689,1.3,Premium,D,SI2,60.2,59.0,7130,7.05,7.0,4.23 +22634,1.21,Ideal,G,VS1,61.6,57.0,10685,6.85,6.87,4.22 +6380,0.25,Premium,E,VVS2,61.5,59.0,576,4.02,4.04,2.48 +8457,1.08,Ideal,H,SI1,62.2,57.0,4413,6.6,6.56,4.09 +17672,1.32,Very Good,I,VS2,60.5,59.0,7125,7.02,7.06,4.26 +46573,0.52,Ideal,G,VVS2,61.6,56.0,1784,5.15,5.18,3.18 +20532,1.46,Ideal,H,SI1,62.4,55.0,8855,7.26,7.22,4.52 +18378,0.29,Good,E,VVS2,62.7,62.0,617,4.19,4.23,2.64 +48088,0.63,Very Good,H,VVS2,63.2,60.0,1932,5.49,5.39,3.44 +18751,1.01,Good,E,VS1,63.6,57.0,7665,6.41,6.35,4.06 +37277,0.23,Very Good,F,VS1,63.2,58.0,483,3.89,3.86,2.45 +1014,0.81,Ideal,E,SI2,63.0,56.0,2901,5.95,5.9,3.73 +33661,0.38,Very Good,F,VS1,60.4,60.0,835,4.7,4.74,2.85 +23563,1.02,Ideal,D,VVS2,62.2,59.0,11573,6.41,6.46,4.0 +29546,0.43,Good,G,SI1,63.1,58.0,704,4.75,4.79,3.01 +49133,0.56,Premium,D,VS2,61.1,58.0,2066,5.34,5.3,3.25 +34382,0.41,Very Good,I,VVS1,61.9,57.0,863,4.78,4.82,2.97 +20879,1.57,Ideal,I,SI1,62.0,59.0,9095,7.41,7.45,4.61 +4833,0.9,Very Good,D,SI2,62.9,59.0,3706,6.06,6.15,3.84 +19234,1.53,Very Good,I,SI1,63.3,58.0,7971,7.26,7.31,4.61 +20508,1.77,Premium,J,SI2,62.0,55.0,8840,7.84,7.72,4.82 +51450,0.55,Premium,F,VS2,62.5,58.0,2376,5.25,5.22,3.27 +42255,0.5,Good,E,SI1,62.5,59.0,1293,5.04,5.07,3.16 +20045,0.41,Ideal,E,SI2,61.8,54.0,625,4.78,4.8,2.96 +4129,1.52,Premium,I,I1,61.2,58.0,3541,7.43,7.35,4.52 +47607,0.72,Premium,J,SI1,62.0,58.0,1879,5.77,5.74,3.57 +32428,0.4,Ideal,G,VS2,62.3,54.0,792,4.73,4.77,2.96 +8940,1.01,Premium,F,SI2,62.6,60.0,4497,6.37,6.35,3.98 +47097,0.53,Very Good,D,VS2,63.4,55.0,1825,5.23,5.11,3.28 +13458,1.15,Ideal,E,SI1,62.7,56.0,5526,6.73,6.7,4.21 +6850,1.0,Very Good,E,SI2,62.8,59.0,4125,6.3,6.34,3.97 +7601,0.9,Very Good,H,VS2,63.6,58.0,4258,6.1,6.14,3.89 +14121,1.24,Very Good,H,SI2,64.0,56.0,5725,6.79,6.83,4.36 +40926,0.3,Ideal,E,SI1,62.1,58.0,499,4.27,4.29,2.66 +28528,0.31,Very Good,F,VS1,60.9,56.0,675,4.37,4.38,2.66 +40696,0.4,Ideal,E,VVS2,61.5,56.0,1158,4.74,4.79,2.93 +28003,0.3,Premium,E,VS2,61.6,58.0,658,4.31,4.33,2.66 +43272,0.3,Very Good,I,SI1,63.3,59.0,506,4.25,4.22,2.68 +32311,0.36,Very Good,E,VS2,62.8,56.0,789,4.51,4.54,2.84 +10717,0.31,Very Good,D,SI2,63.1,54.0,593,4.38,4.33,2.75 +34852,0.3,Ideal,G,VVS2,62.0,57.0,878,4.32,4.29,2.67 +28374,0.34,Ideal,I,IF,62.2,53.5,668,4.5,4.52,2.8 +25108,2.02,Premium,I,SI2,61.4,57.0,13642,8.18,8.08,4.99 +15201,1.15,Ideal,H,SI1,62.4,54.0,6106,6.71,6.76,4.2 +41985,0.51,Ideal,D,SI2,61.1,56.0,1264,5.16,5.18,3.16 +14301,1.03,Premium,G,SI1,59.5,60.0,5791,6.6,6.54,3.91 +3255,0.82,Ideal,D,SI2,62.1,57.0,3357,6.04,6.0,3.74 +36401,0.31,Premium,E,VS1,61.1,58.0,942,4.37,4.34,2.66 +44646,0.28,Very Good,H,VVS2,62.0,55.0,522,4.21,4.23,2.62 +38311,0.46,Ideal,J,VVS1,61.8,56.0,1018,4.97,4.93,3.06 +50362,0.77,Premium,F,SI2,61.6,58.0,2247,5.9,5.88,3.63 +15547,1.07,Premium,E,VS2,62.5,57.0,6232,6.6,6.53,4.1 +39870,0.3,Ideal,E,VVS1,61.2,57.0,1102,4.33,4.36,2.66 +23940,2.5,Premium,H,SI2,62.7,59.0,12071,8.65,8.61,5.41 +25945,1.51,Very Good,G,VVS2,62.6,59.0,15110,7.26,7.3,4.56 +18604,1.54,Very Good,I,SI2,60.1,61.0,7589,7.41,7.46,4.47 +39587,0.37,Premium,E,VVS2,60.9,59.0,1082,4.65,4.61,2.82 +5379,0.34,Premium,I,SI1,61.8,57.0,574,4.51,4.46,2.77 +30514,0.31,Very Good,D,SI1,63.5,56.0,732,4.31,4.29,2.73 +24185,2.01,Good,J,SI1,63.6,59.0,12369,8.01,7.96,5.08 +17821,1.25,Ideal,H,SI1,62.2,54.0,7182,6.93,6.88,4.3 +22082,1.22,Ideal,F,VS1,62.3,57.0,10100,6.83,6.79,4.24 +20258,1.2,Ideal,G,VS1,62.6,54.3,8687,6.76,6.8,4.25 +46396,0.72,Premium,G,SI2,62.7,57.0,1764,5.74,5.7,3.59 +46074,0.5,Ideal,F,VS2,62.9,55.0,1736,5.12,5.08,3.21 +50849,0.83,Premium,J,SI1,62.8,58.0,2311,6.0,5.95,3.75 +25909,2.0,Ideal,I,SI1,62.8,56.0,15043,8.04,7.95,5.02 +24982,1.72,Premium,H,VS2,61.3,59.0,13486,7.69,7.72,4.72 +44345,0.56,Very Good,H,VS1,62.8,56.0,1580,5.23,5.28,3.3 +45118,0.57,Very Good,D,VS2,60.4,57.0,1651,5.35,5.38,3.24 +6556,1.11,Ideal,J,SI2,62.5,57.0,4073,6.64,6.6,4.14 +34262,0.3,Ideal,H,SI1,62.1,56.0,465,4.3,4.32,2.67 +51142,0.91,Good,E,I1,57.7,63.0,2342,6.35,6.3,3.65 +10801,1.06,Ideal,F,SI1,61.3,57.0,4862,6.56,6.51,4.01 +16220,1.31,Ideal,H,SI2,62.2,57.0,6484,6.96,7.0,4.34 +13364,0.24,Very Good,F,VS2,61.9,59.0,419,3.98,4.0,2.47 +32967,0.32,Very Good,H,SI1,63.0,59.0,461,4.33,4.37,2.74 +52859,0.72,Ideal,G,VS2,62.7,56.0,2578,5.72,5.76,3.6 +29770,0.3,Premium,I,VVS1,62.2,58.0,709,4.31,4.28,2.67 +7253,1.01,Good,F,SI2,63.6,59.0,4197,6.37,6.34,4.04 +43441,0.5,Good,G,VS2,57.9,61.0,1415,5.23,5.2,3.02 +48111,0.5,Premium,G,VVS2,60.9,59.0,1935,5.12,5.09,3.11 +47340,0.23,Very Good,E,VVS1,62.1,58.0,530,3.9,3.93,2.43 +26576,2.01,Premium,H,SI1,58.2,62.0,16287,8.26,8.21,4.79 +11296,1.27,Very Good,H,SI2,63.1,57.0,4978,6.88,6.84,4.33 +51935,0.72,Ideal,F,SI1,62.5,57.0,2440,5.65,5.74,3.56 +43838,0.5,Very Good,E,VS2,63.6,59.0,1446,4.99,5.04,3.19 +23187,1.5,Premium,H,VS2,62.4,59.0,11194,7.32,7.29,4.56 +33603,0.31,Very Good,G,SI1,61.7,55.0,462,4.37,4.38,2.7 +19650,1.31,Very Good,H,VS2,60.4,58.0,8261,7.04,7.09,4.27 +42101,0.51,Premium,F,SI1,61.3,57.0,1274,5.19,5.08,3.15 +37168,0.32,Premium,D,VS2,61.7,59.0,972,4.43,4.38,2.72 +1933,0.81,Premium,I,VVS2,62.9,59.0,3084,5.95,5.84,3.71 +18596,1.03,Ideal,G,VS1,61.7,56.0,7587,6.47,6.53,4.01 +10256,1.01,Premium,E,SI2,61.6,56.0,4751,6.45,6.4,3.96 +31921,0.3,Very Good,G,VS1,63.1,56.0,776,4.26,4.24,2.68 +39003,0.45,Ideal,G,VS1,62.8,58.0,1055,4.83,4.88,3.05 +12684,1.21,Very Good,G,SI2,62.7,59.0,5308,6.66,6.74,4.2 +934,0.9,Fair,H,SI2,65.0,61.0,2883,6.01,5.96,3.89 +39315,0.51,Very Good,F,SI2,62.7,56.0,1070,5.06,5.08,3.18 +18575,1.07,Ideal,G,VS2,61.7,55.0,7577,6.53,6.57,4.04 +16843,1.0,Premium,E,VS2,62.1,59.0,6720,6.38,6.34,3.95 +52049,0.8,Very Good,G,SI2,63.1,59.0,2451,5.85,5.78,3.67 +52022,0.73,Premium,F,VS2,58.9,60.0,2446,5.9,5.81,3.45 +47297,0.3,Good,J,VS1,63.4,57.0,394,4.23,4.26,2.69 +44782,0.52,Premium,G,VS1,59.1,60.0,1622,5.24,5.19,3.08 +49678,0.9,Good,F,I1,64.3,58.0,2143,6.09,6.05,3.9 +40781,0.31,Premium,D,IF,60.2,59.0,1167,4.39,4.42,2.65 +42486,0.53,Good,D,SI2,63.9,55.0,1318,5.14,5.1,3.27 +42969,0.5,Ideal,I,VVS2,61.2,56.0,1367,5.13,5.16,3.15 +2595,0.71,Ideal,E,VS2,60.3,56.0,3217,5.8,5.84,3.51 +23724,0.25,Very Good,F,VVS1,61.1,57.0,633,4.05,4.08,2.48 +24769,2.02,Ideal,J,SI1,62.2,57.0,13132,8.06,8.11,5.03 +16894,1.0,Very Good,G,VS2,62.2,58.0,6743,6.35,6.39,3.96 +10120,1.02,Premium,D,SI2,61.5,56.0,4718,6.51,6.47,3.99 +46262,0.54,Ideal,E,VS2,61.4,57.0,1754,5.21,5.25,3.21 +12968,1.25,Premium,I,SI1,59.7,59.0,5390,7.03,6.97,4.18 +39976,0.44,Ideal,I,VVS1,61.2,55.0,1107,4.92,4.95,3.02 +4656,1.04,Ideal,H,SI2,62.0,57.0,3669,6.53,6.43,4.02 +24871,1.71,Good,E,SI1,64.0,53.0,13287,7.68,7.54,4.87 +8104,1.03,Ideal,J,SI2,60.6,56.0,4347,6.58,6.57,3.99 +20484,1.5,Premium,I,VS2,58.4,61.0,8820,7.48,7.42,4.35 +20817,1.55,Ideal,H,SI2,62.0,58.0,9044,7.44,7.39,4.6 +33891,0.3,Ideal,E,VS2,62.3,56.0,844,4.32,4.28,2.68 +45026,0.54,Ideal,G,VS2,62.3,54.0,1637,5.27,5.23,3.27 +7407,0.33,Premium,I,VVS2,61.5,58.0,579,4.43,4.45,2.73 +23362,0.26,Very Good,G,VS1,62.4,56.0,423,4.08,4.1,2.55 +39601,0.3,Ideal,I,VS1,61.0,58.0,491,4.3,4.33,2.63 +24251,1.53,Ideal,H,VS1,61.3,57.0,12459,7.38,7.41,4.53 +47897,0.72,Very Good,J,VS1,62.2,59.9,1914,5.67,5.69,3.53 +5690,1.01,Very Good,I,SI1,62.8,58.0,3888,6.37,6.4,4.01 +37892,0.46,Very Good,F,SI1,63.1,56.0,1006,4.9,4.87,3.08 +23216,1.71,Good,F,SI2,64.0,59.0,11225,7.53,7.44,4.79 +20208,1.05,Ideal,G,VVS2,62.2,56.0,8645,6.49,6.53,4.05 +30326,0.36,Premium,F,VS2,60.5,59.0,726,4.61,4.64,2.8 +35933,0.35,Premium,E,VS2,61.9,61.0,919,4.54,4.5,2.8 +39624,0.4,Good,F,I1,63.3,60.4,491,4.64,4.68,2.95 +50555,0.7,Ideal,G,SI1,62.1,58.0,2276,5.67,5.69,3.53 +53204,0.71,Ideal,D,SI2,61.5,56.0,2633,5.78,5.74,3.54 +39214,0.4,Very Good,G,VVS1,60.7,55.0,1066,4.81,4.84,2.93 +16568,1.01,Ideal,G,VS1,61.8,57.0,6618,6.45,6.4,3.97 +7371,1.01,Good,F,SI2,63.3,57.0,4221,6.37,6.39,4.04 +34107,0.39,Ideal,H,VVS2,61.4,56.1,853,4.7,4.73,2.89 +39531,0.4,Premium,I,VVS1,61.5,58.0,1080,4.76,4.7,2.91 +48144,0.77,Premium,J,VS2,62.1,62.0,1940,5.87,5.82,3.63 +24393,1.51,Ideal,G,VS2,61.8,55.0,12626,7.43,7.39,4.58 +11541,1.54,Premium,J,SI1,61.1,58.0,5028,7.48,7.41,4.55 +50596,0.71,Good,I,VVS2,63.7,56.0,2283,5.68,5.63,3.6 +21678,2.01,Very Good,I,SI2,61.4,63.0,9781,8.19,7.96,4.96 +37900,0.41,Ideal,G,VVS2,62.5,55.0,1007,4.75,4.76,2.97 +51363,0.51,Very Good,E,VVS2,60.0,58.0,2365,5.2,5.23,3.13 +38771,0.31,Ideal,E,VVS2,60.8,57.0,1046,4.39,4.36,2.66 +27267,2.02,Premium,G,SI1,62.8,60.0,17692,8.02,7.96,5.02 +3905,0.9,Very Good,H,SI2,62.1,58.0,3492,6.1,6.18,3.81 +15876,1.62,Premium,H,SI2,63.0,58.0,6350,7.47,7.41,4.69 +18418,1.24,Premium,D,SI1,62.4,59.0,7486,6.86,6.82,4.27 +48298,0.75,Premium,J,SI1,61.7,56.0,1958,5.92,5.81,3.62 +25086,1.54,Premium,G,VS1,61.9,59.0,13609,7.34,7.37,4.55 +5646,0.93,Very Good,D,SI1,60.8,60.0,3880,6.24,6.3,3.81 +37477,0.42,Premium,G,VS1,62.5,59.0,984,4.79,4.72,2.97 +28433,0.3,Ideal,D,VS2,61.6,56.0,670,4.31,4.36,2.67 +23854,1.36,Very Good,F,VS1,62.7,60.0,11946,7.05,7.02,4.41 +34243,0.4,Premium,D,SI2,62.1,60.0,855,4.75,4.69,2.93 +16056,1.08,Premium,G,VS2,59.4,59.0,6415,6.68,6.75,3.99 +51619,0.76,Very Good,H,SI1,62.6,58.0,2396,5.76,5.84,3.63 +12630,1.0,Ideal,F,SI1,62.0,57.0,5292,6.43,6.37,3.97 +53026,0.76,Very Good,I,VS1,63.1,58.0,2601,5.77,5.79,3.65 +33415,0.32,Premium,H,VVS2,61.6,55.0,828,4.44,4.42,2.73 +25853,2.06,Good,I,SI1,59.0,64.0,14920,8.39,8.13,4.89 +10572,0.94,Premium,D,SI1,58.4,58.0,4817,6.51,6.41,3.77 +30354,0.33,Ideal,D,SI1,62.0,56.0,728,4.47,4.44,2.76 +10186,1.0,Ideal,G,SI1,62.7,56.0,4737,6.36,6.39,4.0 +3808,0.9,Good,H,SI1,64.4,58.0,3465,6.04,6.08,3.9 +24280,1.72,Premium,I,VVS2,62.7,58.0,12509,7.6,7.54,4.75 +30331,0.36,Premium,G,VS1,62.3,59.0,726,4.5,4.55,2.82 +798,0.7,Very Good,E,VS2,58.7,63.0,2862,5.73,5.69,3.35 +17557,1.02,Good,F,VS1,63.7,57.0,7068,6.35,6.39,4.06 +28151,0.3,Ideal,G,VVS2,61.0,57.0,665,4.31,4.34,2.64 +35367,0.38,Premium,H,VS2,63.0,56.0,898,4.61,4.57,2.89 +35577,0.35,Ideal,F,VS2,61.9,54.0,906,4.54,4.5,2.8 +31106,0.41,Ideal,F,SI1,61.4,57.0,753,4.76,4.79,2.93 +23612,1.72,Very Good,E,SI2,61.0,57.0,11638,7.67,7.76,4.71 +10631,1.15,Premium,I,SI1,62.2,59.0,4830,6.75,6.68,4.18 +3930,0.91,Premium,H,SI2,62.1,56.0,3498,6.24,6.15,3.85 +2853,0.8,Very Good,H,VS1,60.9,57.0,3273,5.98,6.02,3.65 +36511,0.35,Ideal,F,VVS1,61.8,55.0,945,4.53,4.57,2.81 +49215,0.67,Very Good,G,VS2,60.4,61.0,2080,5.61,5.64,3.4 +5630,0.9,Very Good,H,VS2,61.6,63.0,3878,6.1,6.14,3.77 +5739,1.03,Good,H,SI2,65.0,57.0,3892,6.3,6.32,4.1 +46974,0.32,Premium,D,SI2,62.5,58.0,530,4.38,4.33,2.72 +32881,0.4,Very Good,J,VS1,63.2,57.0,810,4.73,4.7,2.98 +19725,1.09,Ideal,G,VVS2,61.2,57.0,8295,6.62,6.66,4.06 +26351,0.32,Very Good,G,VS1,62.4,58.0,645,4.35,4.4,2.73 +41680,0.54,Very Good,H,SI1,63.3,57.0,1240,5.22,5.15,3.28 +11659,1.07,Premium,H,SI1,62.2,57.0,5055,6.57,6.48,4.06 +44985,0.31,Ideal,G,SI2,61.7,56.0,523,4.38,4.34,2.69 +23210,1.62,Ideal,I,VS2,61.8,55.0,11217,7.56,7.59,4.68 +42794,0.42,Ideal,D,VS1,61.4,56.0,1350,4.86,4.82,2.97 +24016,1.09,Ideal,D,VVS2,61.3,57.0,12185,6.61,6.66,4.07 +46231,0.5,Very Good,D,VS2,62.9,61.0,1752,4.96,5.03,3.14 +31808,0.31,Ideal,D,VS1,61.9,53.0,774,4.36,4.4,2.71 +2252,0.94,Very Good,F,SI2,62.3,59.0,3150,6.23,6.32,3.91 +831,0.71,Ideal,H,VVS1,60.4,57.0,2867,5.78,5.81,3.5 +20471,1.41,Premium,H,VS2,61.2,60.0,8812,7.21,7.17,4.4 +15544,1.25,Premium,H,SI2,62.2,60.0,6230,6.83,6.8,4.24 +22557,1.11,Ideal,F,VVS1,61.9,57.0,10602,6.66,6.62,4.11 +30798,0.3,Ideal,D,VS1,60.8,58.0,742,4.31,4.34,2.63 +13947,1.04,Premium,H,VS2,60.4,59.0,5674,6.51,6.66,3.98 +5060,0.34,Premium,G,SI2,62.8,58.0,574,4.46,4.43,2.79 +18170,1.01,Ideal,G,VVS2,60.6,57.0,7366,6.54,6.5,3.95 +20055,0.31,Ideal,H,VVS2,62.6,56.0,625,4.32,4.37,2.72 +9957,1.33,Fair,F,I1,62.0,56.0,4698,7.05,7.01,4.36 +25839,2.04,Premium,H,SI1,58.0,59.0,14888,8.4,8.27,4.83 +51110,0.72,Ideal,E,SI2,61.7,57.0,2337,5.72,5.78,3.55 +25692,0.4,Very Good,E,SI2,62.1,60.0,644,4.65,4.69,2.9 +31580,0.35,Ideal,E,VS2,61.6,56.0,767,4.52,4.54,2.79 +351,0.72,Ideal,D,SI1,62.2,56.0,2804,5.74,5.77,3.58 +18615,1.58,Premium,J,VVS2,61.0,58.0,7592,7.56,7.49,4.59 +17666,1.03,Ideal,G,VS1,61.7,54.0,7119,6.49,6.52,4.01 +48659,0.34,Good,H,VS2,63.1,56.0,537,4.41,4.46,2.8 +21536,0.91,Ideal,E,VVS1,61.7,56.0,9636,6.18,6.23,3.83 +40465,0.32,Ideal,D,VVS1,61.8,56.0,1140,4.41,4.39,2.72 +51513,0.71,Very Good,I,VS2,61.1,60.0,2384,5.72,5.77,3.51 +9022,1.0,Premium,H,VS2,58.4,60.0,4514,6.36,6.3,3.7 +53816,0.71,Premium,E,VS2,59.0,59.0,2735,5.88,5.78,3.44 +18548,1.25,Premium,H,VS1,59.3,57.0,7560,7.11,7.05,4.2 +47775,0.51,Very Good,G,VVS2,63.3,58.0,1895,5.07,5.04,3.2 +10438,1.01,Premium,G,SI1,61.0,59.0,4785,6.45,6.51,3.95 +49067,0.7,Ideal,E,SI1,61.8,57.0,2058,5.71,5.68,3.52 +47878,0.52,Premium,G,VVS2,61.1,59.0,1911,5.15,5.2,3.16 +13058,1.01,Very Good,E,SI1,59.6,61.0,5411,6.47,6.51,3.87 +44183,0.56,Ideal,D,SI2,60.0,58.0,1568,5.42,5.38,3.24 +10499,1.19,Ideal,H,SI2,61.7,56.0,4798,6.83,6.78,4.2 +24609,2.06,Premium,H,SI2,62.6,58.0,12931,8.06,8.03,5.04 +516,0.71,Ideal,E,SI1,60.5,56.0,2823,5.77,5.73,3.47 +7908,0.81,Ideal,E,VS2,62.0,57.0,4314,5.96,5.98,3.7 +49973,0.29,Very Good,H,VVS2,61.7,55.0,541,4.27,4.3,2.64 +47058,0.61,Good,G,VS2,61.2,62.8,1821,5.38,5.42,3.3 +37684,0.38,Ideal,G,VVS1,61.9,56.0,993,4.67,4.7,2.9 +266,0.71,Ideal,E,SI1,61.3,55.0,2792,5.72,5.77,3.52 +35097,0.3,Ideal,F,IF,62.1,54.0,886,4.32,4.35,2.69 +46918,0.7,Ideal,J,SI1,62.0,55.0,1815,5.69,5.73,3.54 +45629,0.53,Very Good,F,VS2,59.2,58.0,1693,5.29,5.31,3.14 +28569,0.3,Good,H,VS1,63.9,55.0,675,4.28,4.26,2.73 +42892,0.51,Ideal,D,SI2,62.8,57.0,1359,5.12,5.1,3.21 +21793,1.23,Ideal,G,VS1,62.0,57.0,9863,6.83,6.87,4.25 +3431,0.78,Very Good,E,SI1,59.8,57.0,3385,5.98,6.02,3.59 +21170,1.7,Premium,I,VS2,61.3,59.0,9330,7.69,7.59,4.68 +39231,0.38,Ideal,D,VS1,62.2,57.0,1067,4.63,4.66,2.89 +33724,0.42,Very Good,D,SI2,63.1,56.0,838,4.8,4.74,3.01 +30175,0.38,Ideal,G,VS2,59.5,58.0,721,4.75,4.77,2.83 +28409,0.35,Ideal,D,SI2,62.2,56.0,669,4.55,4.52,2.82 +47779,0.6,Premium,D,SI1,60.4,60.0,1896,5.44,5.48,3.3 +23723,0.25,Very Good,F,VVS1,61.8,55.0,633,4.06,4.09,2.52 +31778,0.42,Premium,F,SI1,60.8,58.0,773,4.83,4.87,2.95 +6721,0.23,Very Good,D,VS2,60.2,57.0,577,4.02,4.07,2.43 +34678,0.3,Ideal,G,VVS1,62.1,56.0,873,4.35,4.28,2.68 +1525,0.85,Fair,G,VS1,57.7,67.0,2998,6.26,6.19,3.59 +14847,1.22,Very Good,I,VS2,63.3,57.0,5979,6.74,6.82,4.29 +12646,1.01,Fair,G,VS2,68.9,60.0,5294,6.06,6.02,4.17 +12661,1.02,Very Good,F,SI1,62.8,55.0,5301,6.4,6.43,4.03 +7487,1.02,Good,F,SI2,63.8,53.0,4238,6.46,6.37,4.09 +2968,0.91,Very Good,D,SI2,62.7,59.0,3298,6.16,6.22,3.88 +22815,1.68,Ideal,G,VS2,62.1,55.0,10838,7.64,7.59,4.73 +19331,1.25,Ideal,H,VVS2,60.6,57.0,8036,7.0,6.97,4.23 +33038,0.32,Ideal,G,VVS1,61.4,57.0,814,4.42,4.44,2.72 +41790,0.52,Premium,G,SI1,62.6,58.0,1249,5.13,5.1,3.2 +20964,1.21,Good,E,VS2,62.7,61.0,9176,6.67,6.72,4.2 +15637,1.01,Premium,F,VS2,62.5,58.0,6271,6.43,6.4,4.01 +18461,1.1,Very Good,F,VS2,60.6,58.0,7509,6.67,6.77,4.07 +22463,1.24,Premium,G,VVS1,60.4,59.0,10485,7.02,7.01,4.24 +2905,0.72,Ideal,H,IF,62.1,58.0,3283,5.72,5.75,3.56 +25087,2.04,Very Good,J,VS2,63.0,58.0,13609,7.99,8.02,5.04 +45006,0.54,Very Good,E,VS2,60.7,56.0,1637,5.29,5.32,3.22 +26583,2.05,Good,G,SI2,63.7,61.0,16295,8.03,7.99,5.1 +38890,0.4,Ideal,G,VS1,62.3,57.0,1050,4.73,4.68,2.93 +26871,2.4,Premium,F,SI2,62.6,59.0,16797,8.53,8.49,5.33 +37494,0.35,Ideal,E,VS2,61.7,56.0,984,4.56,4.52,2.8 +52251,0.71,Ideal,D,SI2,62.5,56.0,2487,5.7,5.73,3.57 +4145,1.07,Fair,G,SI2,66.8,57.0,3545,6.34,6.26,4.21 +16752,1.25,Ideal,E,SI2,62.3,57.0,6670,6.83,6.88,4.27 +46699,0.5,Ideal,D,VS1,61.9,54.0,1792,5.1,5.14,3.17 +8498,1.07,Ideal,G,SI2,61.7,57.0,4421,6.55,6.59,4.05 +27607,2.01,Good,H,VS2,64.1,59.0,18474,7.91,7.85,5.05 +41585,0.32,Very Good,I,SI1,62.4,58.0,388,4.42,4.46,2.77 +22385,1.1,Ideal,D,VVS2,61.0,56.0,10410,6.67,6.73,4.09 +2781,0.74,Ideal,H,VS1,62.1,55.0,3254,5.82,5.84,3.62 +41845,0.45,Good,G,VVS1,64.0,57.0,1254,4.86,4.82,3.1 +20114,1.52,Premium,J,VS1,62.2,59.0,8580,7.38,7.32,4.57 +6709,0.24,Very Good,E,VS1,62.5,55.0,412,3.96,3.98,2.48 +6946,1.0,Very Good,G,SI2,62.4,60.0,4142,6.31,6.36,3.95 +38943,0.31,Premium,H,VS2,61.3,60.0,489,4.32,4.36,2.66 +45086,0.5,Very Good,D,VS2,61.1,58.0,1646,5.07,5.11,3.11 +38041,0.35,Fair,F,VVS1,54.6,59.0,1011,4.85,4.79,2.63 +50785,0.76,Premium,E,SI2,61.3,59.0,2303,5.85,5.83,3.58 +42749,0.51,Good,E,SI1,63.9,54.0,1343,5.05,5.09,3.24 +39479,0.41,Ideal,E,VS1,61.7,55.0,1079,4.75,4.78,2.94 +29550,0.36,Ideal,H,VVS2,61.3,55.0,705,4.62,4.64,2.84 +15762,1.16,Very Good,F,SI1,63.4,55.0,6301,6.73,6.65,4.24 +37858,0.44,Premium,E,VS2,60.4,58.0,1003,4.87,4.93,2.96 +25122,2.01,Very Good,I,SI2,59.5,58.0,13669,8.18,8.21,4.88 +24412,2.0,Ideal,H,SI1,61.8,57.0,12654,8.05,8.01,4.96 +35610,0.31,Premium,G,VVS2,60.5,58.0,907,4.43,4.39,2.67 +20356,1.01,Good,E,VVS2,63.3,58.0,8752,6.31,6.39,4.02 +3421,0.9,Fair,D,SI1,66.4,59.0,3382,5.97,5.92,3.95 +15175,1.01,Premium,F,VS2,61.1,59.0,6097,6.44,6.35,3.91 +45105,0.59,Ideal,H,VS2,62.2,59.0,1648,5.38,5.34,3.33 +23790,1.7,Premium,H,SI1,61.8,61.0,11848,7.59,7.52,4.67 +38585,0.5,Premium,J,VS1,62.4,61.0,1035,4.98,4.96,3.1 +49636,0.32,Very Good,I,SI1,63.5,57.0,540,4.33,4.3,2.74 +41924,0.5,Premium,E,SI2,60.1,60.0,1262,5.13,5.05,3.06 +40921,0.29,Very Good,E,VS1,60.4,58.0,499,4.28,4.33,2.6 +27740,2.8,Good,G,SI2,63.8,58.0,18788,8.9,8.85,0.0 +16468,1.02,Very Good,E,VS2,63.2,60.0,6580,6.34,6.29,3.99 +18521,1.6,Very Good,J,SI1,62.7,58.0,7550,7.37,7.41,4.63 +11189,1.18,Premium,I,SI1,60.5,59.0,4956,6.9,6.82,4.15 +26157,1.92,Ideal,H,SI1,61.3,57.0,15472,8.0,8.06,4.92 +50742,0.71,Premium,F,SI1,60.4,58.0,2297,5.8,5.83,3.51 +4894,0.73,Very Good,F,VVS1,60.6,56.0,3720,5.79,5.83,3.52 +28604,0.3,Premium,E,SI1,59.8,60.0,675,4.35,4.31,2.59 +3870,1.13,Premium,H,I1,62.7,59.0,3480,6.58,6.63,4.14 +19683,0.33,Very Good,G,VS2,61.5,59.4,623,4.45,4.49,2.75 +20235,1.7,Premium,I,SI1,58.6,59.0,8663,7.79,7.75,4.55 +52671,0.7,Premium,D,SI1,62.6,58.0,2550,5.67,5.6,3.53 +12167,1.03,Ideal,I,VS1,61.3,53.0,5181,6.54,6.57,4.01 +23718,0.25,Very Good,F,VVS2,61.6,57.0,633,4.05,4.08,2.5 +237,0.83,Very Good,I,VS1,61.1,60.0,2788,6.07,6.1,3.72 +51151,1.02,Good,G,I1,57.4,59.0,2344,6.64,6.6,3.8 +52778,0.7,Very Good,I,VVS1,62.1,58.0,2565,5.62,5.65,3.5 +407,0.29,Very Good,E,VS1,62.4,55.0,555,4.2,4.25,2.63 +2674,0.71,Ideal,E,VS1,62.7,57.0,3238,5.66,5.69,3.56 +39711,0.44,Premium,D,SI1,61.9,59.0,1089,4.9,4.86,3.02 +20678,1.0,Ideal,F,VVS2,61.7,53.0,8958,6.46,6.48,3.99 +9761,0.9,Ideal,D,SI1,61.3,58.0,4661,6.16,6.21,3.79 +1269,0.9,Premium,I,SI2,60.6,60.0,2948,6.28,6.23,3.79 +36099,0.32,Ideal,F,VVS1,61.4,56.0,926,4.38,4.42,2.7 +42540,0.4,Premium,D,VVS2,60.7,60.0,1323,4.78,4.74,2.89 +19855,1.2,Ideal,G,VS2,62.8,54.0,8414,6.75,6.79,4.25 +1924,0.86,Premium,H,VS2,61.3,59.0,3082,6.17,6.1,3.76 +14741,1.01,Ideal,H,VS2,61.7,56.0,5936,6.45,6.47,3.98 +41241,0.73,Premium,F,I1,59.3,61.0,1207,5.88,5.75,3.46 +44629,0.56,Ideal,D,SI1,62.5,56.0,1608,5.24,5.28,3.29 +7966,1.09,Premium,G,SI1,62.5,59.0,4322,6.56,6.53,4.09 +19138,1.26,Premium,D,SI1,59.5,59.0,7903,7.13,7.06,4.22 +39172,0.35,Ideal,D,VS2,60.7,56.0,1063,4.6,4.56,2.78 +41270,0.31,Ideal,I,VS1,61.7,54.6,502,4.38,4.39,2.71 +49294,0.33,Ideal,H,VS2,61.1,56.0,539,4.5,4.54,2.76 +10571,1.11,Good,I,VS1,59.2,64.0,4817,6.8,6.77,4.02 +7178,1.01,Good,G,SI2,63.8,53.0,4185,6.41,6.31,4.06 +48412,0.51,Very Good,E,VS1,62.8,57.1,1970,5.07,5.1,3.2 +22399,1.5,Very Good,H,VS2,58.9,59.0,10424,7.34,7.43,4.35 +25061,1.62,Premium,G,VS2,62.3,58.0,13578,7.49,7.54,4.68 +2040,0.7,Good,D,VS1,60.4,63.0,3107,5.73,5.76,3.47 +49735,0.74,Ideal,J,VS1,61.6,57.0,2154,5.77,5.83,3.57 +38476,0.42,Ideal,F,VS1,61.9,57.0,1031,4.79,4.81,2.97 +23368,0.3,Ideal,H,SI1,61.3,59.0,425,4.29,4.33,2.64 +39961,0.5,Good,J,VVS2,64.1,57.0,1105,5.0,4.95,3.19 +11118,1.13,Ideal,I,SI1,61.4,57.0,4936,6.72,6.69,4.12 +45871,0.51,Premium,D,VS2,62.7,59.0,1716,5.05,5.09,3.18 +16219,1.06,Very Good,G,VS2,61.7,57.0,6483,6.5,6.57,4.03 +7389,0.33,Very Good,I,VVS2,62.1,56.0,579,4.41,4.45,2.75 +31060,0.31,Ideal,D,VS1,60.5,57.0,752,4.39,4.41,2.66 +2122,0.9,Very Good,I,SI1,63.2,56.0,3120,6.15,6.12,3.88 +23878,2.24,Premium,J,VS1,60.9,58.0,11970,8.46,8.41,5.14 +29844,0.3,Ideal,D,VS2,62.3,56.0,710,4.29,4.32,2.68 +21110,1.21,Premium,F,VS1,60.1,58.0,9279,6.89,6.98,4.17 +28654,0.33,Very Good,E,VS2,60.6,58.0,675,4.45,4.49,2.71 +10060,0.31,Ideal,F,VS2,61.3,55.0,591,4.35,4.39,2.68 +48117,0.66,Ideal,H,SI1,61.6,55.0,1936,5.63,5.66,3.48 +9652,1.01,Premium,H,SI1,62.5,59.0,4642,6.44,6.33,3.99 +48851,0.56,Ideal,E,VS1,61.3,55.0,2032,5.32,5.29,3.25 +12488,1.06,Ideal,H,SI1,61.7,60.0,5255,6.48,6.52,4.01 +14320,1.03,Very Good,E,VS2,61.3,61.0,5800,6.46,6.53,3.98 +51592,0.77,Good,H,SI1,63.0,65.0,2393,5.82,5.74,3.64 +46627,0.3,Premium,E,SI1,60.0,60.0,526,4.36,4.38,2.62 +35513,0.41,Very Good,E,SI1,63.2,58.0,904,4.72,4.68,2.97 +10816,1.01,Good,H,SI2,63.0,61.0,4865,6.32,6.29,3.97 +1188,0.72,Ideal,F,VS2,61.8,59.0,2931,5.71,5.74,3.54 +7821,1.0,Fair,G,SI1,66.2,58.0,4295,6.25,6.15,4.11 +42706,0.56,Very Good,F,SI1,63.3,56.0,1338,5.26,5.22,3.32 +29686,0.35,Ideal,D,VS2,60.5,56.0,707,4.6,4.63,2.79 +25872,1.62,Premium,F,VS2,61.1,60.0,14961,7.57,7.56,4.62 +43063,0.45,Ideal,G,IF,61.4,56.0,1377,4.96,4.97,3.05 +36604,0.32,Ideal,D,SI2,59.5,57.0,477,4.47,4.5,2.67 +3903,0.9,Premium,G,SI2,59.9,58.0,3492,6.22,6.27,3.74 +21268,1.21,Premium,F,VS2,62.2,60.0,9419,6.75,6.72,4.19 +14506,1.0,Very Good,G,VS2,61.5,58.0,5860,6.36,6.39,3.92 +44037,0.42,Ideal,D,VVS1,61.8,56.0,1547,4.79,4.82,2.97 +24374,0.38,Ideal,H,SI1,61.2,55.1,637,4.69,4.73,2.88 +44086,0.52,Good,E,VS2,63.3,56.0,1554,5.08,5.12,3.23 +5231,0.77,Ideal,G,VS2,61.7,55.0,3786,5.89,5.91,3.64 +2502,0.71,Ideal,E,VS1,62.3,56.0,3198,5.66,5.7,3.54 +33867,0.3,Ideal,E,VS2,61.6,55.0,844,4.33,4.31,2.66 +649,0.72,Ideal,E,VS2,62.0,57.0,2843,5.71,5.74,3.55 +24103,1.7,Very Good,H,VS2,61.8,59.0,12257,7.58,7.66,4.71 +36770,0.34,Ideal,F,VS1,62.2,56.0,956,4.47,4.44,2.77 +11314,1.15,Premium,G,SI2,62.2,60.0,4985,6.69,6.66,4.15 +34322,0.36,Premium,E,VVS2,61.7,59.0,859,4.52,4.56,2.8 +18703,0.36,Good,D,SI1,63.2,56.0,619,4.52,4.56,2.87 +45493,0.55,Ideal,F,VS2,61.3,55.0,1679,5.29,5.31,3.25 +32654,0.31,Premium,H,VVS2,61.4,58.0,802,4.35,4.32,2.66 +49701,0.7,Very Good,I,SI1,62.2,55.0,2147,5.62,5.67,3.51 +36656,0.41,Good,D,VVS2,63.3,59.0,949,4.71,4.73,2.99 +29790,0.3,Ideal,D,SI1,61.0,56.0,709,4.33,4.3,2.63 +43209,0.5,Good,E,VS2,59.8,57.0,1395,5.12,5.18,3.08 +9432,1.09,Very Good,G,SI2,62.1,57.0,4591,6.58,6.63,4.1 +6794,0.9,Good,I,VVS1,63.6,58.0,4114,6.14,6.1,3.89 +21463,1.52,Premium,I,VS1,61.1,58.0,9557,7.44,7.38,4.53 +33142,0.31,Ideal,G,VVS1,59.5,56.0,816,4.41,4.43,2.63 +30516,0.31,Good,D,SI1,63.9,54.0,732,4.3,4.27,2.74 +12498,1.15,Very Good,E,SI2,60.0,59.0,5257,6.78,6.82,4.08 +18613,1.58,Ideal,J,SI1,61.6,56.0,7592,7.53,7.5,4.63 +5368,0.92,Very Good,G,SI1,61.5,60.0,3817,6.19,6.26,3.83 +50841,0.9,Fair,G,I1,66.0,58.0,2310,5.96,5.88,3.91 +41594,0.24,Very Good,G,VS1,62.4,56.0,391,3.99,4.03,2.5 +35906,0.32,Ideal,G,IF,61.8,55.0,918,4.41,4.43,2.73 +35088,0.3,Ideal,F,IF,61.8,56.0,886,4.29,4.32,2.66 +42073,0.55,Good,D,SI2,63.3,56.0,1272,5.21,5.24,3.31 +39979,0.5,Good,G,SI2,63.8,57.0,1107,5.02,4.98,3.19 +19125,0.83,Very Good,D,IF,59.7,53.0,7889,6.14,6.23,3.69 +32128,0.41,Very Good,J,VS2,63.4,56.0,784,4.73,4.7,2.99 +45311,0.3,Premium,F,VS2,61.8,60.0,524,4.27,4.3,2.65 +36009,0.31,Ideal,F,IF,61.1,54.0,921,4.39,4.42,2.69 +18667,1.27,Ideal,E,SI1,62.4,58.0,7631,6.87,6.91,4.3 +41874,0.38,Premium,D,VVS2,60.0,62.0,1257,4.73,4.7,2.83 +28899,0.3,Good,G,VVS2,63.8,57.0,684,4.24,4.26,2.71 +14331,1.0,Ideal,D,SI1,61.9,57.0,5804,6.39,6.41,3.96 +41699,0.45,Good,E,VS1,61.7,63.0,1241,4.88,4.91,3.02 +41237,0.33,Ideal,E,IF,61.9,57.0,1207,4.45,4.41,2.74 +41674,0.33,Ideal,F,IF,60.8,55.0,1240,4.49,4.53,2.74 +44924,0.5,Ideal,F,VS2,61.4,57.0,1632,5.16,5.13,3.16 +16854,1.2,Premium,H,VS1,58.5,61.0,6720,6.98,6.93,4.07 +9154,1.02,Ideal,H,SI1,61.6,57.0,4540,6.43,6.5,3.98 +34071,0.3,Premium,E,VS1,60.6,62.0,851,4.3,4.28,2.6 +22877,1.26,Ideal,G,VVS1,62.1,57.0,10916,7.01,6.91,4.32 +30474,0.31,Ideal,I,VVS1,61.4,54.0,732,4.41,4.38,2.7 +42898,0.56,Very Good,G,SI1,61.8,55.0,1361,5.28,5.33,3.28 +39115,0.41,Premium,G,VS2,59.8,61.0,1061,4.82,4.78,2.87 +2194,0.72,Very Good,D,VS2,63.1,59.0,3139,5.67,5.7,3.59 +27192,2.02,Premium,H,SI1,61.1,60.0,17489,8.19,8.11,4.98 +30209,0.43,Good,E,SI1,60.6,61.0,723,4.96,4.98,3.01 +7196,0.87,Premium,D,SI1,62.1,58.0,4189,6.08,6.13,3.79 +8837,1.02,Very Good,E,SI2,63.3,59.0,4478,6.42,6.32,4.03 +29611,0.23,Very Good,G,VVS2,58.1,59.0,438,4.09,4.03,2.36 +25685,0.33,Very Good,G,VS1,61.2,57.0,643,4.46,4.49,2.73 +16640,1.32,Premium,I,SI1,60.3,60.0,6653,7.14,7.09,4.29 +30946,0.32,Ideal,D,SI2,62.1,55.0,449,4.38,4.4,2.73 +17273,1.61,Very Good,G,SI2,63.4,55.0,6915,7.47,7.35,4.7 +26420,2.02,Ideal,I,SI1,61.9,58.0,15942,8.07,8.18,5.03 +44719,0.62,Ideal,I,VVS2,62.6,57.0,1615,5.47,5.5,3.44 +3147,0.77,Ideal,H,VS2,60.9,56.0,3332,5.89,5.94,3.61 +35597,0.31,Premium,H,VVS1,63.0,58.0,907,4.37,4.33,2.74 +22043,0.31,Very Good,I,VS1,63.2,56.0,628,4.33,4.28,2.72 +52402,0.65,Premium,G,VVS1,59.3,57.0,2510,5.59,5.47,3.28 +5261,1.19,Ideal,H,I1,60.3,57.0,3794,6.83,6.93,4.15 +18411,1.5,Very Good,H,VS2,63.2,58.0,7484,7.26,7.21,4.57 +9451,0.9,Very Good,I,IF,62.6,59.0,4596,6.12,6.15,3.84 +43046,0.51,Ideal,H,VS2,61.4,56.0,1375,5.14,5.19,3.17 +23959,1.32,Ideal,G,VS1,61.6,57.0,12094,6.97,7.05,4.32 +3230,0.53,Ideal,E,VVS1,61.5,54.0,3352,5.25,5.23,3.22 +25721,2.01,Very Good,I,SI2,60.5,59.0,14637,8.19,8.26,4.98 +37516,0.44,Very Good,H,VVS1,61.0,59.0,986,4.87,4.9,2.98 +42592,0.5,Very Good,E,SI1,62.7,55.0,1331,5.06,5.09,3.18 +44066,0.54,Good,D,SI1,63.2,55.0,1551,5.17,5.21,3.28 +41031,0.41,Ideal,H,IF,61.8,55.0,1187,4.76,4.79,2.95 +35493,0.41,Ideal,F,SI1,61.6,57.0,904,4.8,4.78,2.95 +44566,0.52,Ideal,D,SI1,63.0,57.0,1605,5.14,5.12,3.23 +42739,0.51,Ideal,E,SI1,62.5,56.0,1343,5.07,5.1,3.18 +16818,1.08,Good,G,VS2,58.9,58.0,6708,6.69,6.75,3.96 +32676,0.31,Premium,G,VS1,62.4,59.0,802,4.34,4.32,2.7 +53286,0.3,Premium,I,VVS1,62.6,60.0,552,4.25,4.28,2.67 +37872,0.39,Ideal,E,VS1,62.3,54.4,1004,4.66,4.69,2.91 +52989,0.74,Premium,E,SI2,62.6,58.0,2594,5.73,5.77,3.6 +22640,1.01,Ideal,F,IF,62.0,58.0,10688,6.41,6.46,3.99 +29822,0.3,Premium,F,VS1,61.0,60.0,709,4.3,4.22,2.6 +35798,0.34,Ideal,F,VVS2,61.8,56.0,914,4.49,4.47,2.77 +45200,0.51,Ideal,E,VS2,62.6,55.0,1656,5.08,5.11,3.19 +3389,0.31,Very Good,F,SI2,63.0,58.0,408,4.34,4.36,2.74 +6312,1.13,Good,F,SI2,64.0,58.0,4025,6.58,6.52,4.19 +22041,0.31,Premium,I,VS1,59.2,60.0,628,4.45,4.4,2.62 +29237,0.4,Ideal,E,SI1,61.9,57.0,696,4.74,4.76,2.94 +26717,0.32,Very Good,G,VS1,62.9,57.0,645,4.37,4.4,2.76 +44908,0.59,Ideal,E,SI1,62.2,57.0,1630,5.34,5.37,3.33 +5050,0.31,Premium,H,SI1,61.1,55.0,573,4.39,4.35,2.67 +29888,0.3,Very Good,E,VS1,61.9,60.0,710,4.26,4.3,2.65 +18208,1.25,Premium,G,VVS1,62.0,58.0,7389,6.96,6.87,4.29 +16447,1.21,Premium,H,SI1,62.4,56.0,6566,6.83,6.79,4.25 +27696,0.4,Ideal,G,SI2,62.1,57.0,648,4.72,4.75,2.94 +40911,0.42,Good,G,VVS1,63.6,55.0,1179,4.75,4.78,3.03 +32772,0.34,Ideal,D,SI1,62.7,56.0,803,4.48,4.45,2.8 +23943,2.03,Premium,J,SI2,60.9,60.0,12078,8.21,8.1,4.97 +23569,1.5,Good,G,VS2,63.3,62.0,11577,7.08,7.2,4.52 +19963,1.52,Premium,G,SI1,62.2,58.0,8512,7.39,7.33,4.58 +11494,1.08,Very Good,E,SI2,62.9,59.0,5018,6.44,6.53,4.08 +35692,0.44,Ideal,H,SI1,61.6,56.0,911,4.87,4.93,3.02 +35081,0.39,Ideal,G,VVS2,62.1,56.0,886,4.67,4.7,2.91 +50981,0.31,Ideal,H,VS1,61.6,56.0,544,4.34,4.36,2.68 +34625,0.31,Premium,E,VS2,61.0,58.0,872,4.39,4.37,2.67 +43909,0.25,Very Good,D,VVS2,63.0,56.0,512,3.98,4.02,2.52 +17644,1.01,Very Good,F,VS1,63.2,58.0,7107,6.32,6.34,4.0 +42704,0.52,Good,F,SI1,63.8,56.0,1338,5.12,5.07,3.25 +47714,0.54,Very Good,D,VS2,60.5,59.0,1885,5.24,5.28,3.18 +45100,0.57,Very Good,G,VS1,59.3,56.0,1648,5.38,5.44,3.21 +37914,0.41,Premium,D,VS2,62.4,60.0,1007,4.71,4.75,2.95 +8406,1.07,Premium,G,SI2,62.9,59.0,4401,6.58,6.51,4.12 +23634,1.5,Premium,I,VS2,61.4,58.0,11655,7.28,7.24,4.46 +3045,0.27,Very Good,G,VVS1,60.1,58.0,566,4.21,4.23,2.53 +2173,0.71,Ideal,D,VS2,60.4,57.0,3135,5.77,5.82,3.5 +2604,0.72,Very Good,F,VS1,63.3,58.0,3219,5.66,5.71,3.6 +37056,0.43,Ideal,G,SI1,62.9,55.0,968,4.87,4.83,3.05 +39991,0.41,Ideal,F,VS2,60.8,56.0,1107,4.81,4.8,2.92 +34242,0.4,Premium,D,SI2,61.7,58.0,855,4.74,4.69,2.91 +14959,1.21,Ideal,H,SI1,62.6,53.0,6025,6.87,6.8,4.28 +6534,0.84,Ideal,E,SI1,61.7,53.0,4068,6.08,6.11,3.76 +41813,0.54,Premium,E,SI2,61.9,58.0,1250,5.24,5.19,3.23 +53559,0.71,Ideal,D,SI1,63.0,55.0,2694,5.64,5.57,3.53 +24632,2.01,Very Good,J,VS2,60.8,58.0,12968,8.08,8.16,4.94 +53574,0.7,Ideal,E,VS2,62.8,57.0,2697,5.71,5.62,3.56 +48955,0.7,Very Good,H,SI1,63.0,55.0,2048,5.59,5.64,3.54 +49643,0.32,Good,F,SI2,63.8,55.0,540,4.35,4.34,2.77 +32064,0.33,Ideal,D,SI1,61.3,56.0,780,4.46,4.44,2.73 +8321,1.0,Premium,E,SI2,62.2,59.0,4390,6.38,6.35,3.96 +37411,0.38,Premium,H,VS1,61.6,58.0,983,4.7,4.65,2.88 +52117,0.71,Ideal,I,VVS2,60.6,57.0,2463,5.73,5.78,3.49 +8861,0.97,Premium,F,SI1,62.7,59.0,4481,6.31,6.28,3.95 +15690,1.04,Premium,G,VS2,62.5,58.0,6290,6.47,6.43,4.03 +6077,0.91,Very Good,E,SI2,62.8,59.0,3968,6.13,6.16,3.86 +44213,0.52,Very Good,E,VS2,62.8,58.0,1571,5.11,5.14,3.22 +46815,0.5,Premium,D,VS1,62.8,58.0,1807,5.05,5.01,3.16 +41633,0.3,Very Good,H,SI1,58.7,63.0,504,4.37,4.32,2.55 +10989,1.02,Premium,D,SI2,59.5,62.0,4912,6.56,6.52,3.89 +45335,0.51,Good,E,VS2,63.8,57.0,1662,5.07,5.05,3.23 +52344,0.7,Good,E,SI1,57.5,62.0,2498,5.81,5.85,3.35 +11458,1.14,Premium,I,VS2,62.8,60.0,5008,6.68,6.59,4.17 +19242,1.15,Very Good,D,VS1,62.9,54.0,7978,6.72,6.69,4.22 +16682,0.29,Ideal,G,SI1,62.1,54.0,420,4.25,4.29,2.65 +23886,1.52,Premium,H,VVS2,61.2,58.0,11979,7.48,7.41,4.56 +33377,0.41,Good,I,VVS2,63.1,56.0,827,4.72,4.75,2.99 +34751,0.41,Premium,H,SI1,62.0,59.0,876,4.8,4.78,2.97 +18803,1.71,Ideal,J,SI2,60.8,57.0,7695,7.69,7.64,4.66 +2590,0.71,Ideal,D,VS2,62.5,55.0,3217,5.71,5.74,3.58 +25824,1.51,Ideal,E,VS2,62.8,56.0,14844,7.31,7.24,4.57 +7076,0.33,Very Good,H,VS1,60.0,61.0,579,4.48,4.52,2.7 +27427,2.16,Ideal,I,SI1,62.0,56.0,18029,8.28,8.3,5.14 +24150,1.51,Premium,E,SI1,62.4,59.0,12319,7.33,7.29,4.56 +21665,1.25,Ideal,F,VS1,62.0,55.0,9761,6.95,6.91,4.3 +42045,0.51,Good,D,SI2,63.9,55.0,1268,5.1,5.04,3.24 +6272,0.71,Very Good,D,VVS2,61.7,58.0,4014,5.71,5.74,3.53 +22108,1.5,Good,F,VS2,64.0,56.0,10134,7.18,7.13,4.64 +51545,0.71,Premium,E,SI2,62.2,57.0,2386,5.74,5.68,3.55 +29857,0.3,Ideal,E,VS1,60.8,57.0,710,4.33,4.36,2.64 +38600,0.53,Ideal,I,SI1,61.5,54.0,1038,5.22,5.26,3.22 +30076,0.32,Premium,E,SI1,60.1,60.0,720,4.47,4.42,2.67 +81,0.26,Very Good,E,VVS1,63.4,59.0,554,4.0,4.04,2.55 +30277,0.23,Good,F,VS2,63.8,57.0,447,3.93,3.84,2.48 +10098,1.05,Ideal,E,SI2,60.3,61.0,4714,6.56,6.6,3.97 +10537,1.0,Premium,E,SI1,61.0,61.0,4805,6.45,6.4,3.92 +42580,0.51,Ideal,G,SI1,61.3,55.0,1329,5.18,5.22,3.19 +29622,0.3,Good,J,SI1,64.0,55.0,439,4.28,4.25,2.73 +53896,0.7,Good,F,VS1,57.8,61.0,2751,5.83,5.79,3.36 +46696,0.5,Good,G,VVS2,64.1,56.0,1791,5.06,5.02,3.23 +52837,0.71,Very Good,E,SI1,59.7,58.0,2574,5.76,5.8,3.45 +45395,0.63,Premium,I,VS1,62.0,58.0,1667,5.52,5.45,3.4 +36118,0.45,Very Good,D,SI1,61.0,59.0,927,4.94,5.0,3.03 +30074,0.32,Premium,E,SI1,62.2,57.0,720,4.43,4.38,2.74 +23540,3.0,Good,E,I1,64.2,65.0,11548,9.08,8.96,5.79 +19774,1.52,Premium,F,SI2,62.3,59.0,8342,7.37,7.33,4.58 +4713,0.31,Good,D,SI1,63.5,55.0,571,4.27,4.3,2.72 +43995,0.3,Ideal,I,SI1,61.3,56.0,394,4.32,4.33,2.65 +1603,0.7,Ideal,F,VS2,61.8,57.0,3011,5.67,5.75,3.53 +20411,1.0,Very Good,F,VVS2,62.3,57.0,8772,6.34,6.41,3.97 +9354,1.07,Premium,G,SI2,62.1,59.0,4584,6.54,6.48,4.04 +49473,0.68,Very Good,G,VS1,60.7,58.0,2114,5.68,5.75,3.47 +37316,0.38,Ideal,E,VS1,61.9,55.2,979,4.62,4.65,2.87 +6584,1.03,Ideal,I,SI1,61.3,56.0,4078,6.49,6.53,3.99 +13294,1.23,Good,H,SI1,63.7,59.0,5490,6.76,6.71,4.29 +25536,1.75,Very Good,H,VS1,63.3,56.0,14359,7.63,7.53,4.8 +6111,1.11,Premium,I,SI1,61.9,58.0,3978,6.63,6.61,4.1 +5745,0.9,Ideal,G,SI1,60.2,56.0,3894,6.24,6.29,3.77 +36397,0.31,Ideal,E,VS1,61.9,56.0,942,4.34,4.32,2.68 +33609,0.31,Ideal,D,SI2,62.0,56.0,462,4.33,4.35,2.69 +15931,1.0,Good,G,VS2,59.1,62.0,6369,6.42,6.45,3.8 +13726,0.27,Premium,E,VS1,60.2,59.0,603,4.24,4.2,2.54 +39066,0.4,Ideal,G,VVS1,62.2,54.0,1059,4.73,4.76,2.95 +38453,0.31,Ideal,F,VVS1,61.9,55.0,1028,4.42,4.37,2.72 +12420,1.01,Ideal,H,VS2,61.0,59.0,5238,6.51,6.47,3.96 +6249,0.9,Good,G,SI1,62.5,62.0,4008,6.04,6.09,3.79 +11406,1.08,Ideal,I,VS2,61.6,56.0,5000,6.63,6.59,4.07 +53573,0.72,Very Good,D,VS2,61.0,59.0,2697,5.74,5.77,3.51 +34192,0.33,Ideal,F,VS2,61.6,56.0,854,4.46,4.44,2.74 +4086,0.77,Ideal,F,VS2,61.8,56.0,3533,5.9,5.92,3.65 +49881,0.7,Premium,H,SI1,60.3,55.0,2176,5.8,5.75,3.48 +43961,0.34,Ideal,H,VS2,61.8,55.0,517,4.49,4.51,2.78 +41422,0.52,Very Good,F,SI1,62.3,55.0,1227,5.14,5.17,3.21 +8186,1.2,Ideal,I,SI1,62.2,57.0,4368,6.8,6.77,4.22 +47654,0.23,Ideal,F,VVS1,62.7,57.0,530,3.9,3.92,2.45 +38090,0.3,Ideal,E,VVS2,61.4,57.0,1013,4.34,4.32,2.66 +17044,0.28,Very Good,F,IF,62.2,55.0,612,4.23,4.26,2.64 +6675,0.9,Very Good,I,VVS1,61.3,59.0,4099,6.17,6.2,3.79 +3212,0.7,Premium,F,VVS1,61.8,60.0,3348,5.67,5.63,3.49 +43932,0.3,Ideal,I,VVS2,62.2,55.0,515,4.3,4.32,2.68 +25868,1.26,Premium,E,VVS1,59.8,59.0,14952,6.99,7.08,4.21 +28176,0.35,Ideal,F,VS1,62.4,55.0,665,4.49,4.52,2.81 +26292,1.5,Ideal,D,VS2,62.0,57.0,15788,7.34,7.37,4.56 +32461,0.36,Ideal,G,VVS2,61.8,54.0,794,4.59,4.61,2.84 +50840,0.7,Ideal,G,SI1,61.9,58.0,2310,5.69,5.72,3.53 +24699,0.3,Very Good,H,VVS1,62.6,56.0,638,4.25,4.28,2.67 +14449,1.01,Very Good,D,SI1,62.8,60.0,5832,6.36,6.42,4.01 +45997,0.53,Very Good,D,SI1,60.0,59.8,1724,5.25,5.26,3.15 +26344,0.32,Ideal,F,VS2,60.3,55.0,645,4.4,4.45,2.67 +24067,2.01,Premium,J,SI1,60.7,61.0,12209,8.15,8.1,4.93 +5655,0.9,Premium,F,SI1,62.5,62.0,3881,6.11,6.08,3.81 +25550,1.85,Ideal,I,VVS2,62.4,57.0,14375,7.91,7.86,4.92 +41159,0.38,Very Good,F,VVS1,61.6,58.0,1200,4.61,4.65,2.85 +12563,1.52,Ideal,H,SI2,59.9,55.0,5277,7.54,7.45,4.49 +17659,1.0,Ideal,G,VS1,62.7,53.0,7114,6.39,6.46,4.03 +23534,1.03,Premium,E,VVS1,58.8,59.0,11538,6.63,6.6,3.89 +3063,0.62,Ideal,G,IF,61.8,56.0,3310,5.45,5.48,3.38 +33485,0.32,Premium,F,VS2,61.4,60.0,828,4.42,4.38,2.7 +51525,0.72,Very Good,I,VVS2,62.7,54.0,2386,5.74,5.8,3.62 +42978,0.41,Ideal,E,VVS1,61.9,55.0,1367,4.78,4.79,2.96 +51767,0.7,Very Good,D,SI1,61.0,59.0,2409,5.67,5.7,3.47 +50707,0.74,Premium,D,SI2,61.8,59.0,2291,5.85,5.83,3.61 +52532,0.72,Ideal,I,VVS2,61.7,55.0,2530,5.71,5.76,3.54 +4811,1.02,Premium,H,SI2,59.2,59.0,3701,6.57,6.54,3.88 +24068,2.0,Premium,H,SI2,58.9,57.0,12210,8.09,58.9,8.06 +1235,0.71,Premium,F,VS1,61.1,58.0,2942,5.76,5.72,3.51 +5296,0.9,Good,G,VS2,64.0,59.0,3801,6.04,6.08,3.88 +9477,1.02,Very Good,H,SI1,62.6,59.0,4604,6.38,6.43,4.01 +34215,0.39,Premium,G,VS1,62.6,58.0,855,4.66,4.7,2.93 +19087,1.02,Very Good,G,VVS1,62.1,59.0,7861,6.36,6.39,3.96 +43138,0.56,Ideal,H,VS2,60.9,57.0,1388,5.32,5.36,3.25 +42597,0.5,Ideal,E,SI1,62.8,57.0,1331,5.05,5.08,3.18 +17997,1.19,Premium,H,VS1,62.4,59.0,7277,6.79,6.73,4.22 +20575,1.29,Ideal,H,VS1,61.2,57.0,8887,7.01,7.05,4.3 +10924,1.04,Premium,E,SI2,62.4,57.0,4892,6.51,6.43,4.04 +28619,0.3,Good,E,SI1,63.6,57.0,675,4.24,4.22,2.69 +2548,0.83,Very Good,F,SI1,63.0,55.0,3207,5.95,5.96,3.75 +6321,1.11,Premium,I,SI2,61.2,61.0,4028,6.69,6.65,4.08 +47366,0.69,Good,I,VS1,61.6,61.9,1846,5.65,5.68,3.48 +8936,1.01,Premium,F,SI2,61.3,60.0,4497,6.43,6.4,3.93 +49380,0.73,Ideal,J,VS2,62.3,55.0,2101,5.74,5.78,3.59 +2488,0.8,Ideal,D,SI1,61.7,56.0,3195,5.96,6.0,3.69 +25329,1.51,Very Good,G,VS1,59.5,59.0,14028,7.41,7.45,4.42 +48904,0.51,Very Good,F,VVS2,62.0,56.0,2041,5.1,5.15,3.17 +11437,1.0,Good,D,SI1,60.4,64.0,5005,6.3,6.39,3.83 +19664,1.54,Ideal,J,VS2,61.9,57.0,8275,7.39,7.5,4.6 +49869,0.7,Very Good,G,SI1,62.1,56.0,2175,5.64,5.67,3.51 +26033,0.32,Ideal,F,VS2,61.3,57.0,645,4.37,4.4,2.69 +47195,0.46,Very Good,F,VVS1,62.3,56.0,1838,4.94,4.98,3.09 +8039,0.78,Ideal,D,VS1,62.1,55.0,4336,5.9,5.95,3.68 +40862,0.61,Fair,J,VS2,58.2,56.0,1174,5.74,5.49,3.27 +5851,1.0,Very Good,H,SI2,63.4,61.0,3920,6.33,6.29,4.0 +31750,0.4,Ideal,D,SI1,59.6,57.0,772,4.77,4.82,2.86 +19545,1.54,Premium,G,SI1,63.0,59.0,8176,7.31,7.26,4.59 +48516,0.58,Premium,G,VS1,61.5,58.0,1984,5.41,5.35,3.31 +39026,0.43,Ideal,G,VVS2,60.9,57.0,1056,4.85,4.9,2.97 +37288,0.24,Very Good,E,VVS2,63.3,57.0,485,3.95,3.98,2.51 +44233,0.59,Ideal,D,SI2,62.3,55.0,1572,5.41,5.38,3.36 +37674,0.42,Very Good,E,SI1,63.4,56.0,992,4.82,4.74,3.03 +31803,0.37,Very Good,G,VVS2,59.9,55.0,774,4.71,4.75,2.83 +38027,0.32,Ideal,F,IF,62.2,55.0,1010,4.38,4.4,2.73 +28063,0.38,Ideal,E,SI1,59.4,61.0,660,4.72,4.74,2.81 +15751,1.25,Premium,I,VS2,61.2,58.0,6300,6.94,6.89,4.23 +29792,0.3,Ideal,D,SI1,61.6,56.0,709,4.34,4.3,2.66 +11712,0.4,Very Good,J,VS2,60.9,62.0,596,4.73,4.76,2.89 +30661,0.3,Premium,F,VVS2,61.6,58.0,737,4.28,4.35,2.66 +53521,0.72,Ideal,E,SI1,62.1,54.0,2688,5.76,5.8,3.59 +4128,1.0,Good,G,SI2,58.1,65.0,3541,6.48,6.46,3.76 +10175,1.0,Premium,H,VS1,59.1,60.0,4732,6.45,6.42,3.8 +47174,0.5,Ideal,G,VVS2,62.7,55.0,1836,5.07,5.1,3.19 +27839,0.4,Ideal,G,SI2,60.6,56.0,651,4.82,4.79,2.91 +35882,0.32,Ideal,G,IF,61.3,55.0,918,4.43,4.47,2.73 +44434,0.56,Very Good,G,VS2,63.4,58.0,1590,5.23,5.28,3.33 +48854,0.82,Good,J,SI1,57.5,62.0,2033,6.2,6.25,3.58 +23614,1.51,Very Good,G,VS2,61.5,59.0,11640,7.34,7.38,4.53 +16235,1.2,Premium,G,SI1,63.0,60.0,6494,6.81,6.75,4.27 +48940,0.52,Very Good,G,VVS1,61.9,61.0,2045,5.11,5.13,3.17 +11228,1.02,Good,G,SI1,63.6,58.0,4964,6.34,6.39,4.05 +25302,1.21,Ideal,D,VVS2,61.3,56.0,13965,6.86,6.9,4.22 +49797,0.7,Ideal,F,SI2,60.1,57.0,2163,5.78,5.81,3.48 +12761,1.21,Premium,H,SI2,62.7,59.0,5324,6.75,6.78,4.24 +45436,0.58,Ideal,H,VS1,61.2,55.0,1671,5.39,5.42,3.31 +17426,1.08,Premium,G,VS1,62.7,56.0,6982,6.55,6.52,4.1 +43076,0.54,Ideal,H,VS2,62.0,54.0,1378,5.22,5.27,3.25 +13702,1.0,Premium,E,SI1,61.6,59.0,5600,6.41,6.38,3.94 +32435,0.43,Ideal,E,SI1,61.5,56.0,792,4.85,4.9,3.0 +26048,2.41,Premium,H,SI2,58.7,61.0,15248,8.85,8.76,5.17 +41330,0.31,Ideal,E,IF,61.8,54.0,1214,4.36,4.38,2.7 +53820,0.71,Premium,E,VS2,62.5,60.0,2735,5.7,5.66,3.55 +29501,0.32,Ideal,E,VS2,61.5,55.0,702,4.38,4.43,2.71 +20918,1.03,Ideal,F,VVS2,62.1,55.0,9131,6.47,6.5,4.03 +16151,1.45,Fair,F,SI2,64.4,58.0,6455,7.17,7.11,4.59 +36488,0.32,Ideal,F,IF,62.2,54.0,943,4.4,4.44,2.75 +12521,0.91,Ideal,F,VS2,62.6,55.0,5261,6.2,6.23,3.89 +40747,0.41,Ideal,H,VS2,61.7,56.0,1163,4.77,4.79,2.95 +46893,0.56,Ideal,F,VS2,61.6,55.0,1814,5.32,5.29,3.27 +10466,0.94,Good,D,SI1,63.6,56.0,4790,6.25,6.2,3.96 +21222,1.52,Good,G,SI1,64.4,59.0,9368,7.18,7.25,4.65 +36402,0.31,Premium,D,VS2,62.6,59.0,942,4.33,4.3,2.7 +23029,0.3,Ideal,H,VVS2,61.7,54.2,631,4.32,4.35,2.67 +9920,1.13,Very Good,H,SI1,63.3,56.0,4689,6.65,6.62,4.2 +16156,1.04,Ideal,G,VS2,62.0,57.0,6458,6.5,6.49,4.03 +7806,1.29,Premium,I,SI2,61.1,62.0,4291,7.0,6.94,4.26 +35598,0.31,Ideal,H,VVS1,62.7,54.0,907,4.38,4.33,2.73 +44038,0.61,Premium,F,SI1,62.4,59.0,1547,5.37,5.33,3.34 +44286,0.52,Premium,H,VS1,61.4,57.0,1577,5.27,5.16,3.2 +45607,0.54,Premium,F,VS2,62.4,58.0,1691,5.25,5.2,3.26 +43487,0.55,Ideal,G,SI1,60.9,56.0,1421,5.3,5.32,3.24 +21802,1.36,Very Good,D,SI1,59.5,61.0,9874,7.21,7.24,4.3 +40852,0.54,Ideal,F,SI2,61.0,56.0,1173,5.24,5.29,3.21 +42750,0.51,Very Good,G,VS2,62.6,57.0,1343,5.1,5.15,3.21 +46850,0.53,Ideal,F,VS1,62.0,55.0,1812,5.15,5.2,3.21 +45298,0.51,Ideal,E,VS2,62.0,54.0,1662,5.13,5.1,3.17 +4952,1.01,Premium,H,SI2,60.8,59.0,3733,6.51,6.46,3.94 +32660,0.31,Premium,H,VVS2,62.6,60.0,802,4.33,4.29,2.7 +8517,0.93,Good,G,VS1,63.8,59.0,4425,6.21,6.15,3.94 +17261,1.23,Premium,G,SI1,62.5,59.0,6909,6.84,6.77,4.25 +44028,0.51,Ideal,E,SI1,62.7,55.0,1546,5.1,5.07,3.19 +49076,0.64,Very Good,G,VS1,60.4,62.0,2060,5.54,5.58,3.36 +53382,0.7,Very Good,F,SI1,60.6,60.0,2662,5.71,5.75,3.47 +997,0.72,Ideal,E,SI1,62.5,55.0,2897,5.69,5.74,3.57 +32720,0.31,Premium,F,VS2,62.4,58.0,802,4.34,4.31,2.7 +37644,0.32,Premium,F,VVS1,62.7,60.0,990,4.35,4.32,2.72 +25718,2.17,Very Good,H,SI2,58.8,62.0,14625,8.48,8.53,5.0 +51927,0.61,Ideal,H,IF,62.0,54.4,2438,5.44,5.47,3.38 +44209,0.58,Ideal,F,SI1,60.9,55.0,1569,5.39,5.41,3.29 +21970,1.5,Premium,H,SI1,59.0,62.0,10038,7.39,7.31,4.56 +10898,1.21,Premium,I,VS2,62.6,59.0,4884,6.77,6.67,4.21 +24125,2.36,Good,J,SI2,58.9,64.0,12286,8.75,8.68,5.14 +21867,1.24,Premium,F,VS1,58.0,58.0,9930,7.16,7.02,4.11 +53089,0.7,Ideal,D,SI1,62.5,56.0,2612,5.67,5.73,3.56 +4234,0.9,Good,G,SI1,63.2,62.0,3574,6.09,6.19,3.88 +3112,0.81,Fair,G,VVS2,64.8,56.2,3323,5.82,5.98,3.82 +35688,0.3,Premium,D,VS2,62.0,59.0,911,4.27,4.22,2.63 +30712,0.33,Ideal,E,VS2,61.1,55.0,738,4.47,4.51,2.74 +41438,0.59,Ideal,J,SI1,61.3,57.0,1228,5.37,5.4,3.3 +23787,1.55,Premium,H,VS2,60.7,59.0,11846,7.5,7.46,4.54 +46691,0.5,Very Good,G,VVS2,63.0,58.0,1791,4.98,5.02,3.15 +163,0.73,Very Good,F,SI1,61.7,60.0,2771,5.79,5.82,3.58 +39626,0.35,Premium,I,VS2,61.2,58.0,491,4.55,4.57,2.79 +43333,0.5,Ideal,F,VS2,62.4,56.0,1404,5.1,5.13,3.19 +5183,0.83,Ideal,F,SI1,62.0,55.0,3774,6.03,6.07,3.75 +15832,1.3,Ideal,J,VS1,62.3,57.0,6334,7.06,6.97,4.37 +50203,0.69,Very Good,D,SI1,57.6,62.0,2227,5.83,5.9,3.38 +50316,0.7,Ideal,E,SI2,61.2,55.0,2239,5.76,5.68,3.5 +21617,1.59,Premium,G,SI1,62.2,58.0,9707,7.51,7.45,4.65 +49141,0.56,Ideal,E,VS2,61.1,57.0,2066,5.37,5.33,3.27 +46961,0.36,Premium,J,SI1,61.6,60.0,527,4.58,4.54,2.81 +42389,0.6,Good,F,SI2,62.0,62.0,1306,5.33,5.4,3.32 +53085,0.56,Ideal,D,VVS2,61.7,58.0,2612,5.26,5.3,3.26 +19565,1.13,Ideal,G,VVS2,60.7,57.0,8192,6.74,6.81,4.11 +27141,1.93,Premium,H,VS2,62.8,58.0,17353,7.91,7.86,4.95 +48260,1.0,Fair,G,I1,67.3,57.0,1954,6.26,6.12,4.18 +45349,0.59,Very Good,E,SI1,62.9,57.0,1664,5.33,5.36,3.36 +44034,0.42,Ideal,D,VVS1,61.8,55.0,1547,4.83,4.85,2.99 +50769,0.71,Premium,I,VS2,60.4,60.0,2300,5.8,5.72,3.48 +5453,0.8,Very Good,E,VS1,63.2,54.0,3831,5.88,5.93,3.73 +1806,0.79,Premium,G,VS1,61.3,59.0,3053,5.97,5.91,3.64 +45580,0.52,Ideal,G,VS1,61.8,55.0,1689,5.17,5.21,3.21 +39623,0.35,Very Good,I,VS2,62.9,57.0,491,4.5,4.53,2.84 +51560,0.71,Premium,G,SI1,62.0,60.0,2388,5.68,5.64,3.51 +20142,1.29,Premium,D,SI1,62.7,55.0,8597,6.96,6.91,4.35 +14177,1.17,Premium,H,SI1,62.5,57.0,5751,6.79,6.75,4.23 +18330,1.04,Ideal,G,VS1,62.3,56.0,7457,6.45,6.49,4.03 +27336,2.16,Premium,J,VVS1,61.5,58.0,17891,8.36,8.26,5.11 +20236,1.6,Fair,D,SI2,64.7,58.0,8666,7.35,7.28,4.73 +4579,0.73,Ideal,E,VS2,61.7,57.0,3649,5.77,5.8,3.57 +2462,0.7,Ideal,G,VVS2,60.6,56.0,3191,5.69,5.82,3.49 +43913,0.3,Good,H,VS1,63.2,59.0,512,4.31,4.27,2.71 +47324,0.23,Very Good,D,VVS2,62.5,58.0,530,3.92,3.95,2.46 +8035,0.88,Ideal,H,VVS1,62.0,59.0,4334,6.12,6.13,3.8 +22409,1.21,Very Good,E,VS1,60.0,58.0,10430,6.89,6.97,4.16 +51024,0.74,Premium,F,SI2,59.6,58.0,2328,5.91,5.87,3.51 +31800,0.42,Ideal,I,VS1,62.0,55.0,773,4.83,4.85,3.0 +10436,1.16,Very Good,I,SI1,62.7,57.0,4785,6.67,6.76,4.21 +36539,0.4,Premium,H,VS2,59.1,61.0,945,4.84,4.81,2.85 +20934,1.01,Very Good,E,VVS2,63.3,55.0,9140,6.41,6.36,4.04 +40662,0.41,Ideal,E,VS1,60.8,56.0,1154,4.84,4.8,2.93 +44848,0.53,Good,D,VS2,58.4,58.0,1625,5.31,5.38,3.12 +51862,0.52,Very Good,D,VVS2,59.8,55.0,2426,5.28,5.35,3.18 +2108,0.71,Ideal,F,VS2,61.2,56.0,3116,5.77,5.79,3.54 +39253,0.42,Ideal,F,VVS2,61.6,55.0,1069,4.84,4.87,2.99 +12402,1.12,Very Good,D,SI2,61.2,60.0,5233,6.63,6.67,4.07 +16754,1.01,Premium,G,VVS2,62.0,56.0,6670,6.49,6.41,4.0 +8722,0.3,Fair,E,VVS2,66.6,54.0,586,4.14,4.18,2.77 +7861,1.01,Very Good,H,SI1,62.3,57.0,4306,6.36,6.42,3.98 +14073,0.91,Premium,F,VVS2,63.0,56.0,5708,6.17,6.12,3.87 +16249,1.01,Ideal,G,VS1,61.8,57.0,6499,6.4,6.45,3.97 +42605,0.32,Very Good,I,VS1,62.4,56.0,505,4.31,4.37,2.71 +36657,0.3,Ideal,E,VVS2,60.8,56.0,949,4.35,4.37,2.65 +29805,0.3,Premium,D,SI1,61.7,59.0,709,4.31,4.28,2.65 +25212,1.51,Very Good,G,VS1,63.1,60.0,13811,7.3,7.24,4.59 +32232,0.31,Ideal,G,VVS1,62.0,53.0,789,4.35,4.39,2.71 +48309,0.39,Ideal,I,SI1,62.4,54.0,534,4.67,4.69,2.92 +53496,1.01,Fair,J,SI2,66.9,58.0,2683,6.13,6.07,4.08 +21368,0.36,Ideal,D,SI1,62.2,53.0,626,4.57,4.59,2.85 +14306,0.9,Very Good,D,VS1,59.1,60.0,5795,6.24,6.28,3.7 +47673,0.51,Ideal,D,VS2,61.9,56.0,1882,5.14,5.11,3.17 +5714,0.27,Very Good,E,VVS2,58.6,61.0,575,4.27,4.3,2.51 +30920,0.34,Ideal,E,VS2,62.6,55.0,745,4.43,4.45,2.78 +5161,0.9,Very Good,F,SI2,62.0,61.0,3770,6.14,6.16,3.81 +17652,1.21,Ideal,I,VS1,61.7,53.0,7111,6.89,6.92,4.26 +41430,0.53,Premium,E,SI2,60.5,60.0,1227,5.24,5.21,3.16 +6031,0.25,Very Good,E,VVS1,60.0,56.0,575,4.1,4.14,2.47 +23398,0.36,Very Good,E,VS2,62.9,56.0,631,4.52,4.54,2.85 +49353,0.51,Ideal,G,IF,62.4,54.0,2096,5.12,5.17,3.21 +4874,1.02,Premium,H,SI2,60.8,58.0,3713,6.48,6.45,3.93 +40063,0.43,Premium,H,VS1,62.3,58.0,1113,4.81,4.75,2.98 +36579,0.4,Premium,F,SI1,62.0,56.0,945,4.77,4.72,2.94 +11927,1.04,Ideal,E,SI2,61.9,57.0,5125,6.48,6.51,4.02 +13999,1.07,Ideal,H,VS2,63.6,59.0,5698,6.46,6.42,4.09 +5939,0.9,Very Good,G,SI1,62.9,56.0,3945,6.11,6.17,3.86 +21906,1.52,Very Good,H,SI1,62.5,59.0,9973,7.26,7.37,4.57 +11909,1.01,Very Good,D,SI1,62.2,58.0,5122,6.36,6.4,3.97 +51547,0.71,Ideal,I,VVS2,62.0,54.0,2387,5.72,5.76,3.56 +26933,3.0,Premium,I,SI2,60.7,59.0,16970,9.3,9.14,5.6 +44729,0.56,Ideal,I,VVS1,61.5,55.0,1616,5.33,5.37,3.29 +2682,0.79,Ideal,D,SI1,61.2,56.0,3242,5.95,6.02,3.66 +38133,0.3,Very Good,G,VVS1,63.1,58.0,1013,4.31,4.28,2.71 +37503,0.43,Fair,H,SI1,62.7,66.0,984,4.78,4.72,2.98 +15349,1.2,Ideal,G,SI1,61.5,54.0,6160,6.85,6.87,4.22 +7974,0.9,Very Good,H,VS1,62.2,59.0,4324,6.14,6.18,3.83 +3178,0.71,Very Good,E,VVS2,63.4,58.0,3340,5.64,5.69,3.59 +35060,0.4,Premium,D,SI1,60.9,60.0,884,4.78,4.74,2.9 +7484,1.02,Premium,F,SI2,60.4,60.0,4238,6.53,6.49,3.93 +27556,2.27,Ideal,G,SI1,61.1,60.0,18343,8.46,8.42,5.16 +34827,0.3,Ideal,H,VVS1,62.4,53.0,878,4.31,4.28,2.68 +37388,0.4,Ideal,D,VS2,61.3,56.0,982,4.74,4.79,2.92 +33316,0.35,Premium,D,SI1,61.8,59.0,827,4.56,4.54,2.81 +1691,0.52,Ideal,E,IF,61.1,57.0,3033,5.17,5.21,3.17 +7224,0.91,Very Good,H,VS2,58.3,59.0,4193,6.35,6.47,3.74 +19751,1.56,Very Good,H,SI2,59.9,59.0,8317,7.47,7.52,4.49 +15622,1.01,Very Good,F,VS2,63.1,56.0,6267,6.41,6.37,4.03 +23473,1.53,Ideal,E,SI1,61.0,55.0,11470,7.44,7.49,4.55 +4958,0.9,Premium,G,SI1,62.2,60.0,3734,6.1,6.16,3.81 +13989,1.5,Ideal,I,I1,61.3,57.0,5695,7.39,7.36,4.52 +20312,1.06,Ideal,G,VVS2,60.3,57.0,8726,6.61,6.68,4.01 +22646,1.01,Very Good,E,VVS1,61.6,58.0,10693,6.45,6.57,4.01 +6601,1.0,Very Good,F,SI2,62.9,59.0,4081,6.3,6.39,3.99 +22013,1.19,Ideal,D,VS1,61.1,57.0,10079,6.84,6.87,4.19 +33997,0.42,Premium,G,VS2,61.9,58.0,847,4.77,4.82,2.97 +24681,1.5,Very Good,F,VS2,63.9,57.0,13037,7.16,7.23,4.6 +29095,0.36,Premium,D,SI2,60.0,58.0,689,4.62,4.58,2.76 +16179,1.0,Very Good,F,VS1,62.6,57.0,6468,6.35,6.42,4.0 +15718,0.36,Premium,G,SI2,61.9,56.0,608,4.59,4.55,2.83 +39174,0.35,Premium,D,VS2,60.4,58.0,1063,4.58,4.53,2.75 +40993,0.42,Premium,E,VS1,62.2,59.0,1181,4.79,4.76,2.97 +26703,0.32,Ideal,F,VS2,62.4,56.0,645,4.35,4.37,2.72 +11283,1.22,Premium,E,SI2,60.5,60.0,4974,6.93,6.89,4.18 +2877,1.0,Ideal,I,SI2,62.5,56.0,3276,6.38,6.35,3.98 +29214,0.31,Ideal,F,VS1,61.2,57.0,695,4.36,4.39,2.68 +25336,1.52,Ideal,F,VS2,62.8,55.0,14038,7.37,7.28,4.6 +26660,2.46,Ideal,J,SI2,62.3,57.0,16466,8.66,8.57,5.37 +23431,1.02,Very Good,E,IF,58.1,59.0,11420,6.71,6.75,3.91 +45110,0.51,Ideal,E,SI1,61.5,55.0,1649,5.18,5.15,3.18 +8271,0.9,Very Good,D,SI1,62.6,58.0,4381,6.11,6.15,3.84 +53589,0.7,Ideal,G,SI1,62.0,56.0,2699,5.66,5.69,3.52 +21457,1.57,Ideal,I,SI1,61.7,56.0,9555,7.45,7.48,4.61 +22039,0.31,Ideal,I,VS1,61.9,54.0,628,4.38,4.34,2.7 +29765,0.35,Premium,H,VS2,61.8,56.0,709,4.58,4.54,2.82 +11832,1.01,Premium,F,SI2,62.2,59.0,5096,6.41,6.38,3.98 +2656,1.05,Ideal,H,SI2,60.6,57.0,3234,6.59,6.55,3.98 +37158,0.32,Ideal,D,VS2,62.1,54.0,972,4.46,4.4,2.75 +12131,0.93,Ideal,H,VS1,61.8,57.0,5171,6.23,6.27,3.86 +3259,0.9,Very Good,J,VS1,60.4,58.0,3358,6.22,6.27,3.77 +51783,0.8,Very Good,I,VS2,63.3,55.0,2414,5.88,5.93,3.74 +39909,0.51,Very Good,E,SI2,60.7,56.0,1104,5.17,5.21,3.15 +38383,0.42,Ideal,E,VS2,61.3,56.0,1024,4.85,4.81,2.96 +11082,0.9,Very Good,E,VS2,60.4,59.0,4925,6.26,6.3,3.79 +7633,0.91,Good,D,SI1,64.6,58.0,4265,6.02,6.12,3.92 +50056,0.6,Ideal,F,VS1,61.9,55.0,2201,5.4,5.42,3.35 +24837,1.5,Good,D,VS2,64.1,54.0,13232,7.17,7.24,4.62 +51099,0.7,Premium,E,SI2,63.0,58.0,2335,5.69,5.64,3.57 +27480,2.04,Ideal,G,SI1,61.9,58.0,18153,8.12,8.16,5.04 +17642,1.14,Very Good,D,SI1,60.2,60.0,7106,6.7,6.85,4.08 +3913,0.78,Premium,E,VS2,62.8,60.0,3494,5.86,5.79,3.66 +24392,1.7,Very Good,I,VS1,59.8,59.0,12622,7.7,7.79,4.63 +21355,1.51,Premium,I,VVS2,62.1,58.0,9498,7.32,7.29,4.54 +7268,1.03,Ideal,I,VS1,62.4,57.0,4199,6.48,6.4,4.02 +19031,0.41,Very Good,G,SI2,59.6,60.0,621,4.82,4.85,2.88 +9607,1.02,Premium,G,SI1,60.8,58.0,4633,6.46,6.5,3.94 +18484,1.5,Premium,I,SI2,62.5,61.0,7526,7.29,7.24,4.54 +37832,0.33,Ideal,D,VS2,61.8,56.0,1002,4.44,4.4,2.73 +53424,0.71,Very Good,G,VS2,61.9,62.0,2671,5.69,5.72,3.53 +22035,0.31,Premium,H,VS2,61.9,58.0,628,4.39,4.37,2.71 +36295,0.34,Very Good,I,VS2,62.1,57.0,477,4.44,4.48,2.77 +35414,0.4,Ideal,G,SI1,60.2,56.0,900,4.83,4.77,2.89 +5212,0.72,Ideal,F,VVS2,60.9,56.0,3780,5.83,5.77,3.53 +18185,1.01,Premium,F,VS1,61.7,58.0,7372,6.4,6.43,3.96 +43286,0.3,Ideal,I,VVS2,62.8,57.0,507,4.26,4.28,2.68 +4387,0.31,Good,D,SI1,63.5,56.0,571,4.29,4.31,2.73 +53451,0.7,Very Good,G,VS1,59.2,58.0,2676,5.8,5.83,3.44 +48517,0.58,Ideal,E,VS2,61.9,57.0,1984,5.37,5.33,3.31 +50455,0.71,Ideal,G,SI2,61.1,56.0,2264,5.75,5.77,3.52 +39675,0.42,Premium,G,VS2,62.0,58.0,1087,4.81,4.77,2.97 +25843,1.72,Premium,F,SI1,62.0,58.0,14892,7.68,7.65,4.75 +52150,0.71,Very Good,H,SI1,61.5,56.0,2471,5.71,5.75,3.53 +37546,0.38,Ideal,F,VS1,61.5,55.0,988,4.68,4.69,2.88 +25270,1.79,Ideal,I,VS1,61.3,57.0,13908,7.86,7.81,4.8 +6418,0.54,Ideal,D,VVS1,61.3,56.0,4042,5.24,5.26,3.22 +45248,0.65,Fair,I,VS2,65.1,55.6,1659,5.44,5.5,3.56 +13051,1.11,Premium,G,SI1,62.7,57.0,5408,6.62,6.5,4.11 +33649,0.41,Very Good,G,VS2,60.5,56.0,834,4.81,4.85,2.92 +12616,1.12,Premium,H,SI1,62.0,56.0,5291,6.68,6.61,4.12 +410,0.34,Ideal,H,VS2,60.4,57.0,555,4.54,4.57,2.75 +16734,0.41,Good,G,SI2,63.6,54.0,611,4.7,4.74,3.0 +12297,1.21,Premium,H,SI2,60.9,61.0,5218,6.88,6.82,4.17 +40956,0.42,Ideal,G,VVS1,61.1,56.0,1179,4.82,4.87,2.96 +52777,0.73,Very Good,I,VVS2,62.3,58.0,2565,5.75,5.78,3.59 +21490,1.7,Very Good,J,VS2,62.9,58.0,9586,7.55,7.59,4.76 +5921,1.02,Good,H,SI2,58.2,60.0,3940,6.49,6.57,3.8 +10771,1.13,Premium,I,SI1,61.5,60.0,4854,6.72,6.68,4.12 +30407,0.32,Premium,G,VVS2,60.8,59.0,730,4.41,4.44,2.69 +44864,0.51,Very Good,H,VS1,60.7,56.0,1628,5.16,5.2,3.15 +2320,0.85,Ideal,E,SI1,61.8,54.0,3167,6.1,6.14,3.78 +34253,0.4,Ideal,H,SI1,62.9,56.0,855,4.7,4.65,2.94 +21363,0.33,Good,D,VS2,63.6,56.0,625,4.38,4.42,2.8 +9520,1.14,Very Good,H,SI2,63.3,57.0,4615,6.6,6.63,4.19 +21644,1.01,Ideal,E,VVS2,62.7,56.0,9735,6.42,6.46,4.04 +3982,1.0,Fair,H,SI1,65.5,57.0,3511,6.26,6.21,4.08 +53129,0.75,Very Good,D,SI2,63.6,58.0,2618,5.71,5.76,3.65 +30039,0.3,Very Good,D,VVS2,59.3,57.0,719,4.39,4.41,2.61 +43807,0.51,Ideal,G,VS2,62.2,54.0,1443,5.11,5.14,3.19 +4710,0.9,Premium,H,SI1,62.0,62.0,3679,6.13,6.03,3.77 +50668,0.31,Premium,I,VVS2,59.4,59.0,544,4.41,4.44,2.63 +20433,1.12,Very Good,E,VS1,60.8,58.0,8788,6.69,6.73,4.08 +31820,0.3,Ideal,E,VS1,60.5,55.0,775,4.35,4.38,2.64 +38568,0.46,Premium,E,SI1,61.8,57.0,1035,4.98,4.93,3.06 +26071,2.05,Premium,G,SI1,61.6,59.0,15291,8.2,8.16,5.04 +19619,1.07,Ideal,G,VVS2,62.4,55.6,8235,6.48,6.55,4.07 +10188,1.33,Premium,F,SI2,60.4,60.0,4737,7.17,7.11,4.31 +42745,0.51,Premium,E,SI1,61.8,58.0,1343,5.11,5.15,3.17 +10807,1.31,Good,G,SI2,63.8,56.0,4864,7.03,6.89,4.44 +23068,1.51,Fair,E,SI1,58.4,70.0,11102,7.55,7.39,4.36 +1366,0.71,Ideal,I,VS1,61.8,56.0,2965,5.68,5.72,3.52 +7361,1.0,Good,G,SI1,63.1,56.0,4218,6.31,6.41,4.01 +5731,0.9,Very Good,H,VS2,60.8,58.0,3890,6.18,6.22,3.77 +45624,0.55,Very Good,F,VS2,61.7,56.0,1692,5.25,5.29,3.25 +39113,0.41,Premium,G,VS2,60.8,59.0,1061,4.8,4.78,2.91 +13687,1.01,Ideal,E,SI1,62.4,56.0,5599,6.43,6.39,4.0 +41972,0.4,Premium,F,VVS1,60.2,59.0,1263,4.74,4.76,2.86 +10987,1.01,Very Good,E,SI1,62.6,57.0,4912,6.36,6.41,4.0 +2584,0.96,Fair,I,VS2,56.1,60.0,3215,6.62,6.58,3.7 +11566,1.09,Ideal,E,SI2,61.9,55.0,5035,6.6,6.64,4.1 +15021,1.0,Ideal,E,VS2,61.9,56.0,6048,6.45,6.4,3.98 +46180,0.5,Premium,E,VS2,62.9,59.0,1746,5.09,5.06,3.19 +53456,0.7,Very Good,D,SI1,61.1,57.0,2677,5.74,5.66,3.48 +49628,0.3,Premium,E,SI2,61.9,58.0,540,4.31,4.28,2.66 +17256,1.21,Good,G,VS2,63.7,59.0,6906,6.59,6.67,4.22 +45839,0.7,Ideal,H,SI2,60.6,54.0,1715,5.73,5.65,3.45 +7005,1.0,Premium,F,SI2,62.4,61.0,4155,6.34,6.32,3.95 +28178,0.3,Very Good,D,VS1,60.1,58.0,666,4.35,4.37,2.62 +42111,0.34,Ideal,F,IF,61.9,55.0,1276,4.49,4.52,2.79 +7845,0.77,Very Good,F,VVS1,61.1,57.0,4304,5.91,5.94,3.62 +270,0.7,Ideal,F,VS1,62.2,56.0,2792,5.73,5.68,3.55 +37324,0.3,Premium,D,VS1,61.6,57.0,979,4.33,4.3,2.66 +22014,1.5,Very Good,E,SI2,63.5,60.0,10080,7.25,7.21,4.59 +43457,0.5,Premium,G,VS2,60.2,60.0,1415,5.21,5.15,3.12 +4887,0.75,Very Good,E,VS2,63.0,57.0,3718,5.81,5.78,3.65 +27847,0.3,Ideal,D,VS1,62.2,56.0,651,4.27,4.31,2.67 +18258,1.04,Ideal,G,VS2,60.7,56.0,7415,6.59,6.54,3.99 +5844,1.01,Premium,F,SI1,62.8,59.0,3920,6.4,6.36,4.01 +35931,0.43,Premium,D,SI2,60.7,58.0,919,4.91,4.85,2.96 +31224,0.32,Very Good,D,SI1,63.1,56.0,756,4.38,4.34,2.75 +22653,1.53,Ideal,E,SI2,61.0,55.0,10698,7.44,7.5,4.55 +31807,0.31,Ideal,D,VS1,61.1,55.0,774,4.37,4.4,2.68 +8681,1.02,Ideal,F,SI2,61.0,58.0,4457,6.48,6.51,3.96 +32778,0.34,Premium,D,SI1,62.0,59.0,803,4.48,4.42,2.76 +43668,0.5,Good,F,VS2,63.2,56.0,1436,5.01,5.05,3.18 +8963,0.93,Good,G,VS1,63.8,59.0,4503,6.15,6.21,3.94 +44158,0.7,Fair,F,SI2,66.4,56.0,1564,5.51,5.42,3.63 +5126,0.7,Ideal,G,VVS1,61.6,57.0,3763,5.69,5.73,3.52 +19039,0.3,Ideal,F,VS1,61.8,53.0,621,4.32,4.36,2.68 +2789,0.81,Ideal,H,VS1,61.8,58.0,3257,5.97,6.04,3.71 +7958,1.0,Very Good,E,SI2,59.8,58.0,4321,6.47,6.53,3.89 +40519,0.37,Ideal,D,VVS2,61.6,56.0,1145,4.65,4.61,2.85 +40678,0.5,Good,E,SI1,64.2,59.0,1155,5.03,4.97,3.21 +12925,1.18,Ideal,I,SI1,61.5,56.0,5378,6.77,6.82,4.18 +1447,0.77,Premium,E,SI1,60.4,58.0,2975,6.0,5.88,3.59 +30913,0.34,Ideal,E,VS2,62.1,55.0,745,4.47,4.49,2.78 +33017,0.31,Fair,E,VS2,54.2,63.0,814,4.61,4.51,2.47 +37826,0.33,Premium,E,VS1,60.9,58.0,1002,4.49,4.45,2.72 +40820,0.39,Ideal,D,VS1,62.0,57.0,1170,4.71,4.67,2.91 +52731,0.74,Very Good,D,SI2,61.4,57.0,2558,5.82,5.84,3.58 +49648,0.3,Premium,H,SI1,59.3,59.0,540,4.38,4.36,2.59 +18766,1.7,Premium,H,SI2,62.1,56.0,7673,7.66,7.55,4.72 +5696,0.74,Ideal,E,VS1,62.2,55.0,3888,5.79,5.82,3.61 +45288,0.51,Ideal,G,VS1,61.6,56.0,1662,5.18,5.15,3.18 +6325,0.71,Ideal,D,VS2,60.1,56.0,4029,5.77,5.83,3.48 +34335,0.3,Very Good,E,VVS1,60.5,57.0,862,4.37,4.39,2.65 +4016,1.0,Ideal,E,I1,61.8,56.0,3520,6.38,6.43,3.96 +42683,0.5,Very Good,H,VS2,62.9,58.0,1337,5.08,5.1,3.2 +23911,1.7,Ideal,I,VS1,63.0,55.0,12030,7.75,7.54,4.76 +50521,0.53,Ideal,F,VVS1,62.1,53.2,2273,5.17,5.21,3.22 +29148,0.4,Ideal,I,SI1,61.2,55.0,692,4.77,4.8,2.93 +8373,0.31,Ideal,F,VS2,60.8,57.0,583,4.38,4.41,2.67 +51360,0.72,Premium,F,SI2,59.3,57.0,2364,5.89,5.85,3.48 +41050,0.66,Premium,J,SI1,61.0,61.0,1188,5.64,5.59,3.43 +20036,0.3,Very Good,H,SI1,62.9,57.0,421,4.26,4.29,2.69 +24080,1.51,Very Good,E,SI1,60.3,58.0,12224,7.43,7.47,4.49 +19742,1.27,Very Good,D,SI1,62.5,58.0,8312,6.87,6.92,4.31 +13884,0.9,Very Good,G,VVS2,62.1,57.0,5653,6.14,6.2,3.84 +2188,0.72,Premium,H,VVS1,61.4,58.0,3137,5.75,5.78,3.54 +3074,0.9,Premium,D,SI2,58.1,60.0,3312,6.26,6.24,3.63 +631,0.82,Ideal,F,SI2,61.7,53.0,2841,6.0,6.12,3.74 +39926,0.45,Very Good,G,VVS2,61.4,61.0,1105,4.89,4.95,3.02 +2200,0.54,Ideal,D,VVS1,61.4,58.0,3139,5.28,5.25,3.23 +16792,1.04,Ideal,F,VS2,62.1,57.0,6692,6.48,6.53,4.04 +32262,0.3,Very Good,E,VVS2,61.4,60.0,789,4.25,4.28,2.62 +16712,0.31,Ideal,H,VVS2,61.4,55.0,609,4.37,4.39,2.69 +17249,1.01,Very Good,D,VS2,62.2,61.0,6905,6.37,6.43,3.98 +21539,1.1,Ideal,F,VVS2,61.2,56.0,9641,6.65,6.68,4.08 +43191,0.55,Ideal,I,VS2,62.6,57.0,1393,5.21,5.23,3.27 +13169,1.0,Premium,E,SI1,62.6,60.0,5445,6.3,6.35,3.97 +10217,1.21,Premium,H,SI1,60.5,60.0,4743,6.81,6.72,4.09 +5593,0.9,Ideal,I,VS1,62.4,56.0,3867,6.14,6.19,3.85 +39614,0.35,Ideal,I,VS2,62.5,57.0,491,4.5,4.53,2.82 +33809,0.32,Ideal,E,VVS2,62.3,56.0,842,4.37,4.4,2.73 +18176,1.5,Good,J,VS2,59.6,60.0,7368,7.31,7.38,4.38 +27590,1.72,Ideal,G,VVS2,62.0,57.0,18431,7.63,7.72,4.76 +34298,0.4,Fair,F,SI1,64.7,58.0,857,4.67,4.63,3.01 +34267,0.31,Premium,J,SI1,62.7,59.0,465,4.32,4.29,2.7 +6565,1.0,Good,E,SI2,61.5,64.0,4077,6.29,6.22,3.85 +14042,0.26,Ideal,G,VVS1,62.8,54.0,605,4.07,4.09,2.56 +16851,1.0,Premium,E,VS2,62.7,59.0,6720,6.38,6.31,3.98 +15187,1.12,Very Good,E,SI1,61.3,63.0,6098,6.68,6.73,4.11 +36522,0.42,Very Good,G,SI1,63.2,57.0,945,4.79,4.77,3.02 +41185,0.4,Ideal,D,VS1,59.9,57.0,1200,4.82,4.77,2.87 +48121,0.71,Very Good,I,SI2,61.1,56.0,1938,5.75,5.79,3.53 +23646,1.03,Very Good,D,VVS2,62.7,58.0,11677,6.39,6.43,4.02 +5757,1.24,Premium,G,SI2,60.0,60.0,3896,6.94,6.88,4.15 +10695,1.03,Ideal,E,SI2,62.3,56.0,4845,6.52,6.44,4.04 +2964,0.8,Ideal,E,SI1,62.0,57.0,3297,5.97,5.94,3.69 +48014,0.56,Good,E,VS2,62.3,63.0,1920,5.22,5.27,3.27 +43663,0.5,Very Good,D,SI1,61.0,61.0,1436,5.08,5.11,3.11 +1754,0.72,Very Good,G,VVS2,60.4,58.0,3043,5.77,5.82,3.5 +3192,0.78,Premium,F,VS1,60.6,57.0,3342,6.0,5.95,3.62 +39438,0.41,Ideal,D,VS2,62.8,55.0,1076,4.73,4.7,2.96 +21542,1.52,Very Good,H,SI1,60.9,59.0,9642,7.43,7.49,4.54 +20160,1.21,Ideal,G,VS1,62.6,56.0,8616,6.77,6.81,4.25 +30024,0.3,Ideal,D,VS1,62.2,57.0,718,4.26,4.29,2.66 +30165,0.4,Very Good,D,VS2,60.5,58.0,720,4.76,4.82,2.9 +16879,1.01,Ideal,G,VS2,62.1,57.0,6734,6.4,6.45,3.99 +1496,0.7,Ideal,D,VS2,60.3,60.0,2991,5.71,5.76,3.46 +1837,0.91,Good,I,SI2,57.9,60.0,3061,6.46,6.39,3.72 +24651,1.63,Ideal,G,SI1,60.6,57.0,12990,7.63,7.68,4.63 +211,0.7,Very Good,F,VS2,63.6,57.0,2780,5.61,5.65,3.58 +35032,0.4,Ideal,E,SI1,63.0,57.0,882,4.68,4.65,2.94 +42818,0.5,Premium,G,VS2,59.4,60.0,1354,5.14,5.16,3.06 +23471,1.23,Ideal,G,VVS1,59.5,57.0,11469,7.0,6.98,4.16 +37965,0.41,Very Good,D,VS2,62.8,55.0,1007,4.7,4.73,2.96 +45256,0.52,Good,E,VS2,61.5,61.0,1660,5.16,5.09,3.15 +48645,0.27,Ideal,E,VS2,60.8,56.0,537,4.25,4.23,2.58 +27746,2.0,Very Good,H,SI1,62.8,57.0,18803,7.95,8.0,5.01 +43997,0.3,Ideal,I,SI1,62.3,56.0,394,4.32,4.35,2.7 +51554,1.02,Premium,G,I1,61.3,57.0,2387,6.47,6.35,3.93 +12114,1.25,Premium,J,SI1,62.0,58.0,5166,6.9,6.88,4.27 +26175,2.1,Ideal,I,SI2,61.9,56.0,15511,8.2,8.22,5.08 +35057,0.47,Ideal,I,VS2,62.1,54.0,884,4.98,5.0,3.1 +21811,1.04,Premium,E,VVS2,62.8,58.0,9882,6.45,6.42,4.04 +21436,1.52,Ideal,J,VVS2,62.6,58.0,9541,7.32,7.34,4.59 +50427,0.56,Ideal,F,VVS2,62.2,54.3,2260,5.26,5.29,3.28 +12024,1.11,Ideal,I,VS1,63.0,56.0,5152,6.61,6.57,4.15 +6206,1.02,Very Good,H,SI2,63.5,60.0,3998,6.33,6.24,3.99 +22002,1.31,Premium,G,VS1,61.5,59.0,10071,7.06,7.0,4.32 +40278,0.31,Ideal,G,SI1,62.1,54.0,493,4.34,4.36,2.7 +21629,1.26,Premium,D,VS2,62.5,59.0,9720,6.91,6.85,4.3 +34739,0.37,Premium,D,VS2,61.0,59.0,876,4.59,4.63,2.81 +13345,1.0,Very Good,F,VS2,61.9,59.0,5505,6.34,6.38,3.94 +43528,0.62,Very Good,E,SI2,63.4,56.0,1426,5.4,5.45,3.44 +39547,0.32,Premium,G,VVS1,58.1,59.0,1080,4.53,4.49,2.62 +314,0.61,Ideal,G,IF,62.3,56.0,2800,5.43,5.45,3.39 +25671,1.5,Very Good,E,VS2,59.5,58.0,14592,7.44,7.48,4.44 +37537,0.4,Ideal,E,VVS2,61.6,56.0,988,4.73,4.78,2.93 +25240,2.01,Good,H,SI2,63.1,55.0,13849,7.99,8.09,5.07 +29823,0.35,Good,H,VS2,63.7,57.0,709,4.53,4.48,2.87 +30206,0.4,Ideal,G,SI2,62.5,53.0,723,4.75,4.79,2.98 +43078,0.6,Good,I,VS1,60.1,62.0,1378,5.42,5.49,3.28 +19787,1.64,Very Good,F,SI2,63.2,57.0,8357,7.56,7.47,4.75 +37143,0.32,Ideal,E,VS1,61.5,56.0,972,4.4,4.38,2.7 +7665,1.15,Premium,G,SI2,62.7,58.0,4270,6.71,6.69,4.2 +25690,0.3,Very Good,G,VS2,63.5,59.0,644,4.22,4.17,2.66 +17354,1.33,Good,I,VS1,63.7,56.0,6963,6.92,6.96,4.42 +9971,1.0,Good,H,SI1,63.7,60.0,4702,6.3,6.33,4.02 +44025,0.51,Ideal,E,SI1,62.1,55.0,1546,5.15,5.09,3.18 +37361,0.4,Ideal,F,VS1,61.3,56.0,982,4.73,4.76,2.91 +51405,0.71,Very Good,F,SI1,63.7,56.0,2370,5.63,5.67,3.6 +53288,0.3,Ideal,D,SI1,62.1,54.0,552,4.31,4.35,2.69 +33127,0.31,Good,G,VVS1,63.5,57.0,816,4.3,4.33,2.74 +47594,0.73,Ideal,J,SI1,61.8,56.0,1877,5.78,5.81,3.58 +32121,0.42,Very Good,D,SI1,62.3,58.0,784,4.8,4.83,3.0 +47347,0.5,Ideal,D,VS2,62.5,54.0,1845,5.09,5.05,3.17 +6554,1.01,Premium,I,SI1,58.6,62.0,4072,6.51,6.45,3.8 +34049,0.36,Very Good,D,SI1,63.4,57.0,851,4.57,4.55,2.89 +7895,1.1,Good,I,SI1,57.7,60.0,4312,6.82,6.77,3.92 +18392,1.11,Ideal,F,VS2,61.7,55.0,7473,6.65,6.67,4.11 +9570,0.9,Premium,E,VS2,63.0,58.0,4625,6.16,6.13,3.87 +23490,1.5,Fair,E,SI1,56.2,58.0,11489,7.71,7.6,4.3 +7540,1.01,Very Good,I,SI2,63.5,57.0,4244,6.35,6.37,4.04 +7260,0.9,Ideal,F,SI2,61.5,56.0,4198,6.24,6.18,3.82 +2702,0.31,Ideal,G,VS2,62.2,54.0,562,4.34,4.38,2.71 +4466,0.7,Very Good,D,VVS2,62.3,56.0,3622,5.66,5.7,3.54 +49979,0.31,Very Good,I,VVS1,63.6,55.0,541,4.27,4.32,2.73 +15231,1.5,Very Good,I,SI2,63.2,52.0,6115,7.28,7.24,4.59 +15005,1.03,Ideal,F,SI1,61.3,57.0,6044,6.47,6.53,3.98 +31283,0.25,Ideal,I,VS2,62.0,57.0,450,4.02,4.06,2.5 +10442,1.01,Ideal,E,SI2,61.1,59.0,4787,6.53,6.47,3.97 +49522,0.72,Very Good,J,SI1,57.6,63.0,2123,5.89,5.95,3.41 +24243,1.72,Very Good,I,VS1,60.5,59.0,12451,7.72,7.76,4.68 +51956,0.85,Ideal,J,VS2,61.7,55.0,2442,6.08,6.11,3.76 +43649,0.51,Good,E,SI1,63.6,58.0,1434,5.0,4.97,3.17 +37824,0.33,Ideal,E,VS1,61.6,56.0,1002,4.46,4.43,2.74 +11145,0.9,Ideal,E,SI1,61.7,57.0,4940,6.21,6.24,3.84 +50553,0.73,Ideal,F,SI2,62.1,56.0,2276,5.77,5.8,3.59 +44561,0.52,Premium,D,SI1,62.7,58.0,1605,5.2,5.16,3.25 +10479,1.01,Very Good,I,SI1,63.5,53.0,4794,6.32,6.4,4.04 +36854,0.37,Premium,F,VS2,61.9,58.0,957,4.6,4.54,2.83 +36866,0.39,Very Good,D,VS2,60.2,59.0,958,4.74,4.76,2.86 +41844,0.35,Ideal,E,IF,62.2,56.0,1254,4.52,4.51,2.81 +10901,1.02,Premium,H,SI1,62.0,60.0,4884,6.4,6.37,3.96 +46444,0.53,Ideal,G,VS1,61.6,55.7,1772,5.21,5.24,3.22 +45667,0.53,Ideal,D,VS2,61.8,57.0,1694,5.17,5.21,3.21 +25453,2.0,Premium,I,SI2,61.3,59.0,14208,8.13,8.09,4.97 +44485,0.51,Premium,D,VS2,60.9,58.0,1597,5.14,5.18,3.14 +21866,1.01,Very Good,E,VVS2,61.7,60.0,9930,6.32,6.35,3.91 +21290,1.42,Premium,E,SI1,61.1,62.0,9447,7.2,7.17,4.39 +25210,2.01,Premium,D,SI2,59.1,60.0,13811,8.31,8.21,4.88 +3374,0.3,Ideal,H,SI1,62.9,53.0,407,4.28,4.31,2.7 +45916,0.53,Ideal,E,VS2,61.9,56.0,1721,5.19,5.21,3.22 +43366,0.52,Very Good,D,SI1,60.5,61.0,1408,5.19,5.23,3.15 +51299,0.7,Very Good,F,VS2,61.0,59.0,2362,5.69,5.75,3.49 +20935,1.61,Ideal,J,VS2,61.6,56.0,9141,7.52,7.54,4.64 +25778,1.5,Premium,E,VS2,61.9,57.0,14745,7.38,7.31,4.55 +47439,0.7,Very Good,J,VS1,59.6,62.0,1855,5.7,5.77,3.42 +36448,0.31,Ideal,D,VS2,62.1,54.0,942,4.37,4.33,2.7 +566,0.82,Ideal,H,SI1,62.5,57.0,2832,5.91,5.97,3.71 +21821,1.51,Ideal,I,VS2,61.6,54.0,9891,7.38,7.42,4.57 +46178,0.6,Ideal,G,VS2,62.1,57.0,1746,5.43,5.36,3.35 +53210,0.9,Ideal,F,I1,61.8,57.0,2634,6.2,6.13,3.81 +50385,0.52,Ideal,F,VVS1,59.8,59.0,2251,5.21,5.25,3.13 +26381,2.0,Very Good,E,SI2,63.5,59.0,15864,7.9,7.98,5.04 +22514,1.5,Very Good,I,VVS2,59.7,60.0,10551,7.46,7.62,4.5 +5118,0.74,Ideal,H,IF,60.9,57.0,3760,5.83,5.85,3.56 +11642,0.88,Very Good,F,VVS2,62.0,59.0,5052,6.09,6.13,3.79 +12091,1.06,Very Good,G,SI1,63.4,58.0,5163,6.44,6.47,4.09 +14678,1.02,Ideal,G,VS2,62.6,57.0,5922,6.43,6.41,4.02 +29628,0.32,Good,D,SI2,64.1,54.0,441,4.34,4.37,2.79 +16337,1.01,Very Good,F,VS2,63.1,60.0,6533,6.39,6.36,4.02 +47567,0.51,Ideal,G,VVS2,60.1,56.0,1875,5.19,5.22,3.13 +41151,0.6,Fair,G,SI1,65.7,55.0,1197,5.31,5.23,3.46 +24420,1.41,Premium,E,VS1,58.8,59.0,12671,7.3,7.26,4.28 +35153,0.4,Ideal,D,VS2,61.7,57.0,890,4.72,4.75,2.92 +26112,2.2,Ideal,J,VS2,61.6,57.0,15384,8.34,8.39,5.15 +28633,0.32,Ideal,H,SI1,61.5,55.0,434,4.41,4.43,2.72 +27591,2.22,Premium,I,SI1,59.9,59.0,18432,8.46,8.41,5.05 +4941,1.01,Premium,H,SI2,59.6,60.0,3732,6.55,6.5,3.89 +31936,0.3,Premium,F,VS2,60.6,60.0,776,4.39,4.36,2.65 +52146,0.7,Premium,F,SI1,61.6,60.0,2470,5.68,5.72,3.51 +40694,0.41,Ideal,F,VVS1,62.3,56.0,1157,4.77,4.79,2.98 +44236,0.59,Good,F,VS2,63.5,55.0,1573,5.31,5.36,3.39 +5800,0.71,Very Good,E,VVS1,57.9,61.0,3907,5.88,5.96,3.43 +41906,0.51,Very Good,G,SI1,61.9,57.0,1261,5.09,5.15,3.17 +47122,0.52,Very Good,D,VS2,63.4,56.0,1828,5.16,5.09,3.25 +38141,0.3,Ideal,G,VVS1,62.6,54.0,1013,4.28,4.25,2.67 +38801,0.31,Very Good,G,VVS1,63.4,57.0,1046,4.36,4.32,2.75 +52263,0.73,Ideal,I,VVS1,61.7,53.0,2490,5.8,5.84,3.59 +443,0.72,Premium,E,VS2,58.3,58.0,2815,5.99,5.92,3.47 +21069,1.26,Ideal,G,VS1,61.6,56.0,9243,7.03,6.96,4.31 +22752,1.54,Good,H,VS1,63.1,57.0,10769,7.34,7.4,4.65 +43769,0.54,Premium,H,VS2,62.6,58.0,1439,5.19,5.16,3.24 +11954,1.05,Premium,D,SI2,58.9,58.0,5134,6.74,6.67,3.95 +43544,0.53,Premium,F,SI1,60.9,59.0,1428,5.21,5.23,3.18 +36375,0.59,Premium,G,I1,59.7,59.0,940,5.48,5.45,3.26 +36122,0.36,Ideal,D,VS2,61.3,55.0,928,4.58,4.62,2.82 +41618,0.29,Very Good,F,VS1,61.2,58.0,504,4.24,4.29,2.61 +47956,0.7,Very Good,I,SI1,62.7,56.0,1918,5.64,5.68,3.55 +44834,0.51,Good,E,SI1,64.3,55.0,1624,5.12,5.05,3.27 +7216,1.01,Ideal,H,SI1,60.2,56.0,4191,6.47,6.42,3.88 +11324,1.05,Ideal,F,SI2,60.3,55.0,4987,6.55,6.68,3.99 +16795,1.02,Very Good,G,VS1,61.9,58.0,6694,6.44,6.48,4.0 +16142,1.3,Ideal,I,SI1,62.3,58.0,6451,6.94,7.0,4.34 +28192,0.4,Good,E,SI2,63.2,57.0,666,4.66,4.68,2.95 +11241,1.01,Ideal,H,SI1,62.6,55.0,4965,6.44,6.38,4.01 +16397,1.23,Good,G,SI1,63.1,56.0,6545,6.78,6.81,4.29 +33559,0.41,Premium,J,VS1,62.1,58.0,830,4.79,4.75,2.96 +24359,1.53,Very Good,F,SI1,61.9,56.0,12621,7.45,7.32,4.57 +35267,0.3,Ideal,G,IF,60.9,57.0,895,4.29,4.32,2.62 +16517,1.0,Premium,E,VS2,60.0,60.0,6600,6.43,6.43,3.89 +19626,1.51,Good,H,SI2,61.0,56.0,8243,7.29,7.37,4.47 +39112,0.41,Premium,G,VS2,59.9,59.0,1061,4.86,4.82,2.9 +36504,0.3,Fair,E,VVS2,51.0,67.0,945,4.67,4.62,2.37 +30737,0.31,Premium,H,IF,60.8,59.0,739,4.36,4.39,2.66 +12744,1.19,Ideal,H,SI1,62.3,55.0,5318,6.84,6.8,4.25 +32367,0.32,Ideal,E,VVS2,62.0,54.0,790,4.41,4.43,2.74 +27158,2.01,Ideal,H,SI1,61.9,57.0,17403,8.14,8.05,5.01 +2030,0.7,Premium,G,VVS1,61.2,56.0,3105,5.75,5.68,3.5 +11043,0.31,Ideal,H,VS2,61.6,55.0,595,4.34,4.38,2.69 +38521,0.34,Ideal,E,VS1,62.2,55.0,1033,4.52,4.49,2.8 +26143,1.54,Very Good,G,IF,59.4,60.0,15444,7.55,7.61,4.5 +44068,0.55,Very Good,G,VS2,62.3,56.0,1551,5.24,5.29,3.28 +26239,2.01,Premium,H,SI2,62.2,61.0,15673,8.08,8.04,5.01 +26147,2.0,Premium,H,SI2,59.7,61.0,15451,8.2,8.15,4.88 +23127,1.62,Ideal,I,VS1,60.8,56.0,11152,7.56,7.61,4.62 +45922,0.53,Ideal,E,VS2,61.9,55.0,1721,5.19,5.22,3.22 +28214,0.4,Premium,D,SI2,59.9,60.0,666,4.74,4.78,2.85 +15500,1.1,Premium,D,VS2,60.0,59.0,6209,6.67,6.6,3.98 +17823,1.52,Fair,J,VS1,65.4,58.0,7186,7.22,7.17,4.7 +47952,0.71,Premium,J,VS2,62.8,61.0,1917,5.71,5.63,3.56 +16845,1.5,Ideal,G,SI2,63.0,57.0,6720,7.31,7.2,4.57 +9129,1.2,Premium,J,SI1,60.5,59.0,4536,6.84,6.79,4.12 +52927,0.72,Ideal,E,SI1,62.9,54.0,2590,5.76,5.72,3.61 +8101,1.52,Premium,G,I1,62.3,60.0,4345,7.34,7.28,4.56 +12222,1.0,Ideal,F,SI1,62.0,57.0,5197,6.37,6.43,3.97 +28325,0.33,Very Good,H,VVS2,62.4,60.0,666,4.39,4.42,2.75 +522,0.71,Premium,G,VS1,62.2,59.0,2825,5.73,5.66,3.54 +36471,0.43,Good,F,VS1,63.4,57.0,943,4.76,4.8,3.03 +40400,0.34,Ideal,D,VVS1,61.7,57.0,1133,4.49,4.52,2.78 +44188,0.51,Ideal,F,VS2,60.6,56.0,1569,5.17,5.19,3.14 +31426,0.3,Ideal,H,IF,61.5,58.0,764,4.28,4.3,2.64 +34085,0.36,Ideal,D,VS2,61.5,57.0,852,4.56,4.58,2.81 +40427,0.45,Ideal,G,VVS2,61.2,56.0,1135,4.91,4.96,3.02 +51138,0.73,Premium,E,SI2,60.1,59.0,2341,5.87,5.82,3.51 +37027,0.33,Ideal,G,VVS2,63.0,57.0,965,4.42,4.38,2.77 +40040,0.52,Very Good,H,SI1,62.6,55.0,1111,5.12,5.16,3.22 +53276,0.79,Very Good,H,SI1,63.4,57.0,2649,5.86,5.9,3.73 +8081,1.23,Premium,J,VS2,58.0,61.0,4338,7.07,7.03,4.09 +1139,0.71,Very Good,D,SI1,60.1,60.0,2921,5.76,5.79,3.47 +21960,1.02,Very Good,E,IF,61.7,60.0,10029,6.38,6.52,3.98 +52985,0.72,Ideal,I,VVS2,62.5,56.0,2594,5.71,5.74,3.58 +33331,0.41,Ideal,I,VVS2,61.6,57.0,827,4.76,4.78,2.94 +29694,0.31,Premium,G,VVS2,62.2,59.0,707,4.32,4.36,2.7 +47841,0.53,Ideal,F,SI1,60.0,57.0,1908,5.3,5.27,3.17 +34692,0.3,Ideal,F,IF,61.3,56.0,873,4.3,4.34,2.65 +25572,1.97,Premium,F,SI2,61.1,58.0,14410,8.05,8.11,4.94 +33183,0.41,Premium,D,SI2,62.3,61.0,818,4.75,4.72,2.95 +47336,0.23,Very Good,E,VVS1,63.5,54.0,530,3.92,3.95,2.5 +3688,0.9,Good,I,VS1,62.8,59.0,3447,6.11,6.18,3.86 +30226,0.33,Ideal,E,VS2,60.6,55.0,723,4.48,4.5,2.72 +53718,0.51,Ideal,E,VVS1,61.9,54.0,2720,5.11,5.17,3.18 +6183,0.97,Premium,F,SI2,59.9,59.0,3993,6.45,6.38,3.84 +49430,0.7,Ideal,J,VS1,61.4,55.0,2107,5.72,5.75,3.53 +25000,1.5,Very Good,G,VS2,61.1,60.0,13528,7.4,7.3,4.49 +30382,0.34,Very Good,F,VS2,61.5,58.2,730,4.49,4.51,2.77 +35716,0.3,Ideal,D,VS2,60.8,57.0,911,4.34,4.31,2.63 +6547,1.01,Premium,H,SI2,59.4,59.0,4072,6.56,6.53,3.89 +18580,1.51,Premium,I,SI2,60.4,56.0,7577,7.4,7.36,4.46 +11177,1.0,Very Good,H,SI1,61.9,58.0,4953,6.3,6.37,3.92 +18403,1.59,Premium,I,VS2,62.0,58.0,7479,7.44,7.39,4.6 +1203,0.81,Very Good,H,SI1,60.2,58.0,2936,6.06,6.1,3.66 +43252,0.42,Premium,G,IF,60.2,59.0,1400,4.8,4.87,2.91 +13871,1.11,Ideal,D,SI2,61.6,55.0,5648,6.66,6.62,4.09 +50486,0.7,Premium,G,SI2,58.0,60.0,2268,5.91,5.88,3.42 +53332,0.79,Very Good,F,SI2,62.6,57.0,2655,5.84,5.86,3.66 +9854,1.07,Ideal,F,SI2,61.5,57.0,4678,6.57,6.6,4.05 +38726,0.4,Ideal,G,VVS1,61.2,56.0,1043,4.77,4.8,2.93 +9419,1.01,Good,G,SI1,63.5,60.0,4588,6.3,6.33,4.01 +43703,0.51,Very Good,H,VS2,61.4,55.8,1436,5.14,5.19,3.17 +22598,1.23,Very Good,F,VVS2,58.5,59.0,10650,6.98,7.07,4.11 +22457,1.5,Premium,I,VVS2,60.2,58.0,10483,7.5,7.34,4.47 +11158,1.02,Ideal,D,SI2,61.4,56.0,4946,6.42,6.57,3.99 +41408,0.38,Very Good,D,VVS2,59.1,59.9,1225,4.71,4.75,2.79 +39821,0.3,Premium,E,IF,61.9,58.0,1097,4.3,4.26,2.65 +26849,2.01,Premium,I,VS2,62.7,58.0,16778,7.98,7.94,4.99 +25415,1.7,Good,H,VVS2,63.1,57.0,14146,7.52,7.61,4.77 +46127,0.51,Ideal,F,VS1,61.9,56.0,1744,5.11,5.17,3.18 +29513,0.32,Ideal,E,VS2,62.1,55.0,702,4.4,4.42,2.74 +841,0.72,Ideal,I,VS1,62.4,55.0,2868,5.72,5.75,3.58 +26641,2.04,Very Good,I,SI1,63.6,60.0,16420,7.97,7.86,5.03 +53784,0.73,Ideal,E,SI1,62.8,57.0,2728,5.73,5.74,3.6 +44459,0.55,Very Good,D,SI1,63.1,56.0,1593,5.19,5.22,3.28 +36809,0.3,Ideal,G,IF,61.7,55.0,956,4.34,4.31,2.67 +12586,1.31,Premium,I,SI1,62.0,58.0,5282,7.01,6.98,4.34 +52861,0.5,Fair,E,VS2,79.0,73.0,2579,5.21,5.18,4.09 +24408,1.52,Very Good,H,VVS2,62.8,56.0,12648,7.3,7.32,4.59 +10509,1.01,Very Good,D,SI2,60.5,58.0,4799,6.45,6.5,3.92 +4501,0.9,Premium,H,VS2,60.0,59.0,3629,6.23,6.16,3.72 +45555,0.51,Ideal,D,SI1,62.8,56.0,1687,5.09,5.07,3.19 +47496,0.5,Ideal,G,VVS1,61.8,54.0,1865,5.13,5.16,3.18 +10830,1.11,Very Good,H,SI1,62.0,55.0,4871,6.61,6.68,4.12 +51396,0.51,Very Good,E,VVS1,59.7,59.0,2369,5.19,5.2,3.1 +28642,0.33,Premium,F,SI2,62.3,58.0,434,4.4,4.43,2.75 +31731,0.31,Ideal,G,VVS1,62.5,56.0,772,4.3,4.34,2.69 +22497,1.71,Ideal,H,VS2,63.0,57.0,10534,7.57,7.53,4.76 +7737,0.43,Premium,H,I1,62.0,59.0,581,4.83,4.78,2.98 +7431,1.02,Very Good,H,SI2,62.6,60.0,4229,6.3,6.38,3.97 +18767,1.22,Very Good,H,VS1,62.4,59.0,7673,6.91,6.85,4.29 +53245,0.73,Ideal,E,SI1,60.5,57.0,2644,5.85,5.88,3.55 +51485,0.58,Ideal,F,VVS2,61.9,56.0,2380,5.35,5.38,3.32 +31328,0.3,Very Good,E,VVS2,62.4,57.0,759,4.28,4.31,2.68 +11149,1.11,Ideal,F,SI2,61.7,55.0,4942,6.66,6.63,4.1 +13608,1.3,Premium,J,SI1,61.9,56.0,5569,7.07,7.04,4.37 +15937,1.05,Very Good,D,VS2,62.9,57.0,6373,6.39,6.51,4.06 +36475,0.43,Very Good,G,VS1,61.0,58.0,943,4.89,4.92,2.99 +4523,1.0,Good,D,SI2,63.9,56.0,3634,6.32,6.27,4.02 +20275,1.2,Ideal,G,VS1,62.4,57.1,8698,6.72,6.79,4.23 +29682,0.35,Ideal,F,SI1,61.1,56.0,707,4.56,4.58,2.79 +27328,2.11,Very Good,E,SI2,62.4,61.0,17871,8.1,8.19,5.08 +47060,0.59,Ideal,D,SI1,61.2,56.0,1821,5.43,5.38,3.31 +37344,0.31,Ideal,D,VVS2,61.9,56.0,982,4.39,4.37,2.71 +45330,0.32,Ideal,G,VS2,62.1,56.0,524,4.36,4.4,2.72 +14370,1.2,Very Good,I,SI1,62.4,59.0,5816,6.73,6.79,4.22 +48046,0.51,Ideal,G,VVS2,61.9,55.0,1926,5.14,5.17,3.19 +7287,1.07,Very Good,G,SI2,58.5,61.0,4201,6.59,6.71,3.89 +46801,0.7,Premium,F,SI2,60.3,58.0,1806,5.79,5.76,3.48 +22798,1.74,Very Good,I,SI1,58.7,60.0,10823,7.84,7.9,4.62 +6947,0.96,Very Good,F,SI2,60.9,57.0,4142,6.38,6.42,3.9 +28864,0.36,Ideal,H,SI1,61.4,56.0,684,4.56,4.59,2.81 +50589,0.7,Good,G,VS2,63.1,58.0,2282,5.66,5.69,3.58 +14381,0.3,Premium,F,VS2,61.4,60.0,605,4.27,4.3,2.63 +21721,2.06,Very Good,F,I1,58.7,61.0,9789,8.31,8.33,4.88 +37743,0.31,Ideal,D,VVS2,60.9,57.0,997,4.42,4.38,2.68 +17909,1.51,Good,I,SI1,63.9,63.0,7233,7.17,7.2,4.59 +53014,0.71,Very Good,G,VS2,62.9,57.0,2598,5.69,5.72,3.59 +18294,1.5,Good,G,SI1,58.4,65.0,7434,7.45,7.41,4.34 +13362,0.24,Very Good,F,VS2,62.9,58.0,419,3.94,4.01,2.5 +44657,0.35,Premium,G,SI1,60.3,60.0,522,4.57,4.59,2.76 +32418,0.41,Ideal,D,SI1,62.2,57.0,791,4.7,4.76,2.94 +30844,0.33,Ideal,H,VS1,61.8,56.0,743,4.46,4.41,2.74 +35448,0.32,Premium,E,VS2,62.6,58.0,900,4.4,4.36,2.74 +16603,1.91,Fair,H,SI2,64.6,56.0,6632,7.76,7.7,4.99 +47338,0.23,Very Good,E,VVS1,62.3,58.0,530,3.88,3.99,2.45 +32256,0.3,Ideal,E,VVS2,61.6,57.0,789,4.29,4.32,2.65 +16974,1.07,Premium,G,VS2,61.9,58.0,6779,6.54,6.55,4.05 +39348,0.46,Ideal,I,VS2,62.2,56.0,1073,4.96,4.9,3.07 +4810,1.08,Premium,G,SI2,59.3,61.0,3701,6.66,6.61,3.94 +36058,0.31,Very Good,G,IF,61.7,54.0,924,4.33,4.36,2.68 +12006,1.01,Fair,D,SI1,64.4,61.0,5147,6.17,6.13,3.96 +39235,0.32,Ideal,D,VVS1,61.8,56.0,1067,4.39,4.41,2.72 +34089,0.36,Ideal,D,VS2,61.8,56.0,852,4.56,4.6,2.83 +49920,0.7,Very Good,G,SI1,63.3,61.0,2184,5.6,5.55,3.53 +14054,0.31,Premium,E,SI1,62.7,58.0,605,4.35,4.32,2.72 +23465,1.81,Premium,H,SI2,62.0,60.0,11460,7.79,7.75,4.82 +35429,0.32,Premium,E,VS2,61.2,59.0,900,4.43,4.4,2.7 +35944,0.3,Ideal,F,SI1,61.9,56.0,475,4.3,4.32,2.67 +18789,1.08,Premium,D,VS2,61.2,60.0,7683,6.61,6.63,4.05 +28453,0.38,Ideal,H,SI1,62.0,54.0,671,4.66,4.72,2.91 +39353,0.52,Very Good,I,SI1,63.3,55.0,1073,5.13,5.1,3.24 +44342,0.5,Very Good,D,VS2,63.8,56.0,1580,5.05,5.08,3.23 +33807,0.4,Good,I,VVS1,63.3,57.0,842,4.67,4.71,2.97 +52185,0.7,Good,H,VVS2,63.7,54.0,2477,5.72,5.62,3.61 +39131,0.41,Premium,G,VS2,61.6,58.0,1061,4.78,4.73,2.93 +9481,1.07,Ideal,H,SI2,61.0,55.0,4604,6.62,6.65,4.05 +20091,1.06,Ideal,E,VS1,62.1,57.0,8567,6.52,6.49,4.04 +49440,0.7,Good,F,SI2,61.6,61.0,2109,5.66,5.68,3.49 +21601,1.52,Ideal,H,SI1,61.8,57.0,9700,7.43,7.32,4.56 +25704,0.35,Ideal,D,SI1,61.6,55.0,644,4.53,4.56,2.8 +28329,0.33,Ideal,G,VS1,62.1,54.0,666,4.45,4.47,2.77 +35607,0.31,Very Good,H,VVS1,63.3,56.0,907,4.32,4.3,2.73 +34710,0.38,Ideal,F,SI1,61.0,56.0,874,4.7,4.73,2.87 +49116,0.72,Very Good,J,VS1,62.8,58.0,2066,5.71,5.73,3.59 +37250,0.4,Very Good,D,VVS2,59.4,61.0,977,4.77,4.82,2.85 +50448,0.7,Very Good,F,SI1,63.3,59.0,2264,5.57,5.62,3.54 +52603,0.83,Premium,G,SI2,61.9,56.0,2543,6.04,5.97,3.72 +41093,0.42,Very Good,H,VVS1,62.2,56.0,1193,4.78,4.81,2.98 +20872,1.14,Ideal,G,VS1,61.7,56.0,9090,6.67,6.71,4.13 +38134,0.3,Premium,G,VVS1,61.8,59.0,1013,4.33,4.28,2.66 +50048,0.7,Very Good,H,SI1,61.5,55.0,2200,5.72,5.76,3.53 +7836,1.01,Ideal,G,SI2,61.5,57.0,4299,6.5,6.42,3.97 +26307,2.06,Very Good,G,SI2,59.8,61.0,15805,8.22,8.26,4.93 +49875,0.76,Premium,I,VS2,62.8,61.0,2175,5.78,5.74,3.62 +26275,2.11,Premium,G,SI2,59.1,59.0,15757,8.33,8.4,4.94 +39847,0.51,Very Good,F,SI2,62.7,56.0,1100,5.07,5.1,3.19 +31810,0.43,Very Good,D,SI1,61.0,57.0,774,4.85,4.88,2.97 +46572,0.5,Ideal,G,VVS2,62.7,54.0,1784,5.05,5.09,3.18 +18412,1.57,Premium,I,SI2,60.9,58.0,7484,7.53,7.51,4.58 +47252,0.52,Premium,D,VS2,62.8,58.0,1842,5.14,5.11,3.22 +18080,1.34,Premium,D,SI2,61.5,58.0,7305,7.04,7.07,4.34 +33352,0.41,Ideal,G,VS2,62.7,55.0,827,4.75,4.79,2.99 +2741,0.61,Ideal,F,VVS2,61.5,55.0,3248,5.47,5.53,3.38 +18467,1.29,Ideal,H,SI1,61.8,55.0,7513,6.99,6.95,4.31 +10977,1.01,Premium,D,SI1,59.1,61.0,4909,6.5,6.46,3.83 +18772,1.03,Very Good,E,VS1,62.8,55.0,7677,6.4,6.52,4.06 +9642,1.1,Very Good,I,SI1,61.2,61.0,4640,6.61,6.66,4.01 +1921,0.7,Good,D,VS2,57.7,60.0,3082,5.83,5.86,3.37 +5620,1.02,Very Good,F,SI2,58.7,63.0,3875,6.49,6.46,3.8 +4319,0.9,Good,E,SI2,64.1,58.0,3595,6.04,6.09,3.89 +29212,0.32,Ideal,F,VS1,61.2,56.2,695,4.41,4.44,2.71 +2273,0.95,Fair,J,SI1,58.0,66.0,3154,6.5,6.46,3.76 +49049,0.72,Good,H,SI2,57.9,58.0,2056,5.98,5.91,3.44 +49946,0.52,Ideal,F,VVS1,60.9,57.0,2188,5.2,5.25,3.18 +45304,0.3,Ideal,D,SI1,62.0,53.0,524,4.33,4.35,2.69 +4615,0.7,Ideal,F,VS1,61.2,56.0,3662,5.73,5.76,3.52 +38428,0.48,Ideal,H,VS2,62.2,54.0,1026,5.04,5.05,3.14 +36607,0.32,Very Good,G,SI1,63.0,56.0,477,4.35,4.38,2.75 +20597,1.21,Good,E,VS1,61.7,58.0,8902,6.73,6.78,4.17 +42668,0.44,Premium,E,VVS2,60.0,59.0,1334,4.99,4.95,2.98 +24606,1.98,Fair,H,VS1,58.3,69.0,12923,8.28,8.17,4.8 +22084,1.07,Ideal,E,VVS2,61.7,57.0,10104,6.55,6.61,4.06 +32630,0.23,Good,F,VVS1,58.1,52.0,458,4.03,4.1,2.36 +9381,0.36,Premium,G,VS2,62.5,58.0,589,4.51,4.55,2.83 +2921,0.7,Ideal,D,VS1,62.5,57.0,3287,5.64,5.68,3.54 +26549,1.87,Premium,E,SI1,61.9,58.0,16232,7.94,7.88,4.9 +51343,0.79,Fair,G,SI1,65.3,76.0,2362,5.52,5.13,3.35 +15006,1.22,Premium,I,VS2,59.3,59.0,6045,6.96,7.01,4.14 +179,0.71,Premium,E,VS2,62.7,58.0,2776,5.74,5.68,3.58 +37199,0.35,Ideal,G,IF,61.8,56.0,974,4.52,4.57,2.81 +23440,1.7,Very Good,D,SI2,60.8,59.0,11431,7.76,7.83,4.75 +31664,0.38,Ideal,H,VS1,62.2,53.7,768,4.63,4.68,2.9 +21937,1.05,Ideal,F,VVS2,60.5,55.0,10011,6.67,6.58,4.01 +6978,0.9,Premium,G,VS2,61.1,58.0,4152,6.22,6.25,3.81 +12657,1.25,Premium,J,VS2,62.2,59.0,5299,6.86,6.88,4.27 +32101,0.33,Ideal,D,VS2,62.1,56.0,781,4.42,4.47,2.76 +23336,1.58,Premium,G,VS1,60.8,58.0,11380,7.58,7.52,4.59 +37341,0.41,Good,E,VS2,63.1,64.0,981,4.66,4.63,2.93 +28648,0.31,Ideal,E,SI2,61.7,56.0,435,4.35,4.4,2.7 +28677,0.24,Ideal,F,VVS1,60.8,55.0,678,4.03,4.06,2.46 +2498,1.01,Fair,F,SI1,66.1,60.0,3197,6.15,6.13,4.06 +43053,0.51,Ideal,I,VS1,62.0,57.0,1376,5.1,5.13,3.17 +19225,1.01,Premium,E,VS1,60.8,59.0,7964,6.46,6.42,3.92 +13269,1.0,Good,G,VS2,63.7,57.0,5484,6.32,6.28,4.01 +10146,1.14,Ideal,I,SI1,61.8,57.0,4724,6.76,6.68,4.15 +45610,0.56,Ideal,H,VS1,62.2,55.3,1691,5.26,5.31,3.28 +52392,0.62,Ideal,D,VS1,61.9,57.0,2508,5.47,5.55,3.41 +24262,1.58,Very Good,H,VS1,60.3,62.0,12483,7.53,7.57,4.55 +1360,0.9,Fair,J,VS1,65.4,60.0,2964,6.02,5.93,3.91 +52094,0.75,Ideal,F,SI2,62.4,56.0,2458,5.84,5.79,3.63 +17210,1.21,Ideal,H,SI1,62.2,54.0,6876,6.8,6.86,4.25 +46397,0.5,Ideal,D,SI1,59.9,60.0,1764,5.15,5.13,3.08 +7168,0.78,Ideal,D,VS2,62.3,54.0,4183,5.87,5.91,3.67 +21909,1.76,Ideal,H,SI1,62.2,56.0,9974,7.73,7.7,4.8 +13092,1.0,Good,F,VS2,63.1,56.0,5420,6.27,6.31,3.97 +7013,1.16,Premium,H,SI2,58.8,61.0,4157,6.93,6.84,4.05 +29255,0.33,Ideal,H,VVS1,60.2,60.0,698,4.49,4.52,2.71 +8220,1.09,Very Good,J,VS2,62.3,59.0,4372,6.56,6.63,4.11 +19839,1.02,Ideal,G,VVS2,61.6,57.0,8401,6.45,6.47,3.98 +6616,0.9,Premium,H,VS2,62.7,59.0,4082,6.15,6.1,3.84 +49547,0.7,Very Good,I,VS1,63.1,54.0,2129,5.61,5.67,3.56 +8200,1.04,Premium,H,SI2,58.6,60.0,4368,6.67,6.63,3.9 +36637,0.41,Very Good,D,SI1,63.4,55.0,947,4.72,4.68,2.98 +19182,1.06,Ideal,G,VVS2,61.6,56.3,7934,6.53,6.56,4.03 +20847,1.26,Very Good,F,VS2,61.4,59.0,9071,6.86,6.96,4.24 +36828,0.36,Ideal,D,VVS2,61.9,53.0,957,4.57,4.6,2.84 +53149,0.8,Very Good,E,SI2,62.4,55.0,2623,5.88,5.92,3.68 +49032,0.51,Ideal,F,VVS2,60.4,56.0,2054,5.18,5.22,3.14 +21341,1.01,Ideal,E,VVS2,62.0,56.0,9483,6.43,6.35,4.01 +50532,0.71,Fair,G,VS2,65.7,56.0,2274,5.51,5.54,3.63 +14482,1.2,Premium,F,SI2,62.6,58.0,5846,6.79,6.73,4.23 +35875,0.4,Ideal,D,VS2,62.8,56.0,918,4.66,4.7,2.94 +9375,0.32,Ideal,I,VVS1,62.5,55.0,589,4.37,4.4,2.74 +53229,0.71,Good,D,SI1,64.0,56.0,2641,5.59,5.63,3.59 +9630,1.15,Premium,I,SI1,62.2,56.0,4637,6.77,6.67,4.18 +38851,0.4,Premium,G,VVS2,58.9,58.0,1050,4.84,4.8,2.84 +43026,0.46,Premium,E,VS1,61.9,58.0,1372,4.91,4.94,3.05 +51936,0.72,Ideal,F,SI1,61.8,57.0,2440,5.68,5.74,3.53 +25951,2.35,Very Good,I,SI2,58.5,57.0,15122,8.72,8.77,5.12 +48486,0.55,Ideal,F,VS1,61.6,57.0,1980,5.29,5.23,3.24 +8637,0.85,Premium,F,VVS2,61.2,60.0,4451,6.13,6.1,3.74 +7392,0.33,Ideal,G,VS2,62.0,57.0,579,4.44,4.47,2.76 +26036,0.32,Ideal,F,VS2,62.1,57.0,645,4.35,4.38,2.71 +12183,1.01,Ideal,F,SI1,62.0,57.0,5184,6.38,6.42,3.97 +52184,0.78,Very Good,F,SI2,58.3,62.0,2477,6.04,6.11,3.54 +20556,1.7,Very Good,J,SI1,61.9,59.0,8870,7.59,7.64,4.71 +20378,0.31,Ideal,F,VS2,61.5,56.0,625,4.34,4.37,2.68 +3952,0.71,Ideal,G,VVS2,61.5,56.0,3504,5.74,5.69,3.52 +18587,1.0,Very Good,G,VVS2,59.8,59.0,7584,6.47,6.51,3.88 +27341,2.48,Very Good,H,SI1,63.3,56.0,17893,8.6,8.55,5.43 +16471,1.0,Ideal,F,VS2,61.7,54.0,6580,6.42,6.39,3.95 +29818,0.3,Premium,D,SI1,62.2,61.0,709,4.28,4.24,2.65 +17027,1.02,Ideal,H,VVS2,62.1,56.0,6797,6.5,6.45,4.02 +47978,0.38,Ideal,G,SI2,62.0,55.0,532,4.66,4.69,2.9 +13961,1.51,Premium,I,SI2,61.2,62.0,5682,7.28,7.19,4.43 +27949,0.3,Very Good,G,SI1,62.4,54.0,432,4.33,4.35,2.71 +6456,0.91,Premium,D,SI2,61.5,56.0,4051,6.27,6.22,3.84 +42631,0.51,Ideal,H,SI1,62.1,55.0,1331,5.17,5.15,3.2 +14814,1.22,Very Good,I,VS1,61.6,60.0,5966,6.86,6.8,4.21 +22529,1.21,Ideal,G,VVS2,61.3,57.0,10568,6.83,6.85,4.19 +6462,0.71,Ideal,E,VS1,61.1,57.0,4053,5.74,5.78,3.52 +18631,1.11,Ideal,D,VS2,62.0,57.0,7602,6.62,6.67,4.12 +38181,0.41,Ideal,D,SI1,60.8,57.0,1015,4.84,4.8,2.93 +1913,0.79,Very Good,D,SI2,63.2,57.0,3081,5.81,5.86,3.69 +41340,0.42,Ideal,E,VVS2,61.8,56.0,1216,4.78,4.8,2.96 +27683,2.07,Good,I,VS2,61.8,61.0,18707,8.12,8.16,5.03 +5113,0.72,Ideal,F,VS1,61.5,56.0,3759,5.74,5.77,3.53 +22873,2.32,Premium,I,SI2,62.1,58.0,10913,8.47,8.43,5.25 +35803,0.31,Premium,F,IF,61.9,58.0,914,4.36,4.39,2.71 +17430,1.5,Very Good,J,SI1,62.5,58.0,6987,7.24,7.29,4.54 +39477,0.41,Ideal,E,VS1,61.8,55.0,1079,4.75,4.8,2.95 +50886,0.72,Premium,G,SI1,61.3,56.0,2316,5.79,5.76,3.54 +27639,3.04,Premium,I,SI2,59.3,60.0,18559,9.51,9.46,5.62 +38438,0.49,Premium,G,SI1,62.5,58.0,1026,5.03,4.98,3.13 +52301,0.32,Ideal,I,VVS2,61.2,56.0,548,4.41,4.45,2.71 +52545,0.74,Premium,H,VS2,62.1,56.0,2532,5.83,5.79,3.61 +42356,0.51,Very Good,I,VS1,62.5,59.0,1301,5.1,5.14,3.2 +21146,1.51,Premium,I,VS2,61.8,59.0,9301,7.36,7.4,4.56 +43526,0.59,Ideal,D,SI2,59.1,57.0,1425,5.52,5.48,3.25 +16560,1.31,Ideal,I,VS1,62.1,56.0,6617,7.01,7.04,4.36 +10804,1.06,Premium,F,SI1,61.9,58.0,4862,6.58,6.53,4.06 +13974,1.23,Good,D,SI2,60.5,64.0,5689,6.94,6.88,4.18 +1644,0.7,Good,F,VVS1,63.2,58.0,3018,5.58,5.62,3.54 +31799,0.42,Ideal,F,SI1,60.6,57.0,773,4.84,4.9,2.95 +26523,1.5,Ideal,G,VS1,61.3,56.0,16171,7.41,7.37,4.53 +29719,0.31,Ideal,G,VVS2,62.7,57.0,707,4.31,4.33,2.71 +27177,2.48,Very Good,I,SI2,63.0,62.0,17448,8.58,8.62,5.42 +43446,0.5,Premium,E,SI1,62.0,59.0,1415,5.1,5.06,3.15 +22757,2.01,Very Good,H,SI2,63.3,60.0,10772,7.84,7.77,4.94 +27886,0.3,Ideal,G,VVS2,62.5,53.0,655,4.31,4.33,2.7 +4635,0.74,Ideal,D,VS2,61.4,58.0,3668,5.8,5.83,3.57 +48805,0.5,Ideal,F,VVS2,62.2,54.0,2025,5.07,5.12,3.17 +51313,0.31,Ideal,G,VS2,62.3,56.0,544,4.29,4.34,2.69 +5932,1.1,Ideal,E,I1,61.9,56.0,3942,6.63,6.59,4.09 +51321,0.31,Ideal,E,SI1,62.7,54.0,544,4.35,4.36,2.73 +29462,0.32,Ideal,F,VS1,61.9,56.0,702,4.36,4.4,2.71 +47048,0.6,Ideal,H,VS1,61.6,56.0,1820,5.4,5.42,3.33 +4590,1.01,Good,J,VS2,62.8,58.0,3655,6.3,6.35,3.97 +8634,0.92,Premium,H,VS2,62.4,60.0,4451,6.24,6.16,3.87 +51127,0.6,Ideal,E,VS1,59.6,59.0,2339,5.52,5.45,3.27 +13022,0.29,Ideal,G,VVS2,61.3,56.0,600,4.23,4.25,2.6 +31574,0.31,Ideal,E,VVS2,60.8,56.0,767,4.39,4.42,2.68 +23349,0.3,Ideal,G,SI2,61.6,56.0,422,4.32,4.35,2.67 +30534,0.4,Good,J,VS1,64.0,56.0,734,4.69,4.66,2.99 +25830,1.58,Premium,G,VVS2,62.4,56.0,14855,7.5,7.4,4.65 +51686,0.55,Very Good,E,VVS2,60.4,56.0,2399,5.36,5.38,3.24 +28988,0.41,Good,F,SI1,63.1,56.0,685,4.69,4.73,2.97 +31867,0.3,Ideal,H,VVS2,61.6,55.0,776,4.34,4.3,2.66 +1241,0.72,Ideal,F,VS2,62.0,56.0,2943,5.77,5.75,3.57 +15083,1.02,Very Good,G,VS2,63.0,57.0,6062,6.37,6.39,4.02 +51193,0.7,Very Good,E,SI1,62.9,57.0,2349,5.6,5.66,3.54 +15304,1.12,Ideal,I,SI1,60.3,57.0,6143,6.74,6.79,4.08 +35509,0.41,Premium,E,SI1,62.8,58.0,904,4.77,4.72,2.98 +8735,0.9,Premium,G,VS1,62.3,60.0,4460,6.08,6.0,3.76 +7155,1.22,Good,G,SI2,64.0,61.0,4181,6.75,6.68,4.3 +27934,0.31,Ideal,I,SI1,61.4,56.0,430,4.35,4.38,2.68 +8484,0.83,Ideal,F,VS2,62.3,56.0,4417,5.99,6.02,3.74 +19679,1.03,Ideal,E,VS1,61.7,56.0,8284,6.47,6.53,4.01 +6040,0.37,Good,F,SI1,63.7,55.0,575,4.55,4.59,2.91 +50581,0.71,Very Good,D,SI2,61.8,63.0,2279,5.73,5.67,3.52 +25310,2.0,Premium,G,SI2,61.1,60.0,13986,8.1,8.03,4.93 +53347,0.57,Ideal,F,IF,61.3,56.0,2656,5.32,5.36,3.28 +19508,1.6,Ideal,J,SI1,62.2,55.0,8138,7.46,7.53,4.66 +23352,0.3,Ideal,I,SI1,61.9,57.0,422,4.28,4.31,2.66 +8322,1.0,Premium,E,SI2,60.6,61.0,4390,6.44,6.39,3.89 +28819,0.31,Ideal,D,VS1,61.8,55.0,683,4.34,4.36,2.69 +49593,0.7,Very Good,I,SI1,62.2,58.0,2136,5.63,5.66,3.51 +46051,0.57,Very Good,E,VS2,60.7,58.0,1732,5.37,5.33,3.25 +20164,1.58,Very Good,H,SI2,62.4,57.0,8620,7.36,7.45,4.62 +42632,0.53,Good,E,SI1,64.1,54.0,1332,5.11,5.16,3.29 +19021,0.3,Very Good,E,VS1,63.6,54.0,620,4.28,4.33,2.74 +17747,1.51,Premium,G,SI2,62.7,57.0,7145,7.33,7.29,4.58 +13585,1.05,Premium,F,SI1,60.3,60.0,5557,6.66,6.54,3.98 +42348,0.46,Ideal,H,SI1,61.2,56.0,1299,4.97,5.0,3.05 +27033,0.32,Ideal,G,VS1,61.9,55.0,645,4.39,4.43,2.73 +13760,1.03,Ideal,E,SI1,62.0,53.0,5608,6.47,6.5,4.02 +317,0.73,Ideal,F,VS2,62.5,55.0,2801,5.8,5.76,3.61 +1092,0.77,Good,F,VS2,60.3,61.0,2911,5.89,5.96,3.57 +48686,0.77,Premium,J,VS1,62.2,61.0,2005,5.85,5.82,3.63 +36016,0.35,Ideal,E,VS1,61.5,57.0,921,4.55,4.52,2.79 +36671,0.49,Premium,E,SI2,61.7,57.0,949,5.08,5.06,3.13 +44234,0.54,Ideal,F,VS2,61.3,57.0,1572,5.28,5.25,3.23 +20957,1.54,Ideal,J,VVS2,62.8,58.0,9171,7.32,7.37,4.61 +41448,0.4,Ideal,G,IF,62.0,56.0,1229,4.73,4.76,2.94 +32075,0.32,Ideal,F,VS2,61.4,55.0,781,4.43,4.46,2.73 +26744,2.44,Very Good,J,VS2,60.1,59.0,16533,8.75,8.83,5.28 +42229,0.39,Premium,D,VVS2,61.1,60.0,1290,4.7,4.66,2.86 +32509,0.4,Premium,E,SI2,58.7,59.0,798,4.82,4.78,2.82 +7879,0.9,Premium,G,VS2,61.5,60.0,4309,6.16,6.13,3.78 +12590,1.11,Premium,F,SI2,62.2,57.0,5284,6.67,6.61,4.13 +47998,0.37,Good,H,SI1,63.2,57.0,533,4.54,4.58,2.88 +12632,1.0,Premium,F,SI1,62.3,59.0,5292,6.43,6.37,3.99 +12452,1.21,Very Good,I,SI1,62.9,56.0,5245,6.73,6.79,4.25 +386,0.99,Fair,I,SI2,68.1,56.0,2811,6.21,6.06,4.18 +19321,1.2,Very Good,G,VS2,63.5,57.0,8032,6.76,6.66,4.26 +42655,0.4,Premium,E,VVS1,61.4,59.0,1333,4.68,4.74,2.89 +39755,0.56,Ideal,J,VS2,61.7,54.0,1094,5.31,5.36,3.29 +45069,0.55,Ideal,E,VS2,59.3,57.0,1643,5.39,5.43,3.21 +47803,0.99,Fair,J,I1,62.9,58.0,1901,6.33,6.1,3.91 +49781,0.7,Very Good,F,SI1,62.3,58.0,2161,5.62,5.78,3.55 +45469,0.5,Ideal,E,VS2,62.9,55.0,1676,5.11,5.07,3.2 +10772,1.01,Very Good,H,SI1,61.8,60.0,4855,6.38,6.44,3.96 +9680,1.0,Very Good,I,SI1,58.5,61.0,4649,6.51,6.55,3.82 +15025,1.0,Premium,G,VS2,58.6,61.0,6048,6.61,6.57,3.86 +33537,0.35,Ideal,D,VS2,61.6,56.0,829,4.53,4.56,2.8 +15298,1.29,Premium,I,SI1,62.1,57.0,6140,7.03,6.92,4.33 +35332,0.32,Ideal,F,VVS1,62.0,55.0,898,4.41,4.43,2.74 +33371,0.41,Ideal,I,VVS2,61.7,56.0,827,4.77,4.8,2.95 +8126,1.02,Very Good,J,VS2,63.9,57.9,4354,6.28,6.33,4.03 +28499,0.3,Ideal,E,VS1,62.0,53.0,673,4.31,4.33,2.68 +36820,0.7,Fair,G,I1,65.2,58.0,956,5.57,5.49,3.61 +30176,0.38,Ideal,H,VS1,61.1,55.0,721,4.68,4.72,2.87 +44760,0.52,Ideal,G,VS1,62.1,54.0,1621,5.14,5.17,3.2 +15800,1.12,Ideal,G,VS2,62.1,57.0,6322,6.63,6.6,4.11 +25080,2.01,Premium,H,VS2,62.6,59.0,13599,8.02,7.88,4.98 +5432,1.01,Good,F,SI2,63.0,60.0,3827,6.28,6.35,3.98 +42133,0.5,Premium,D,SI1,62.5,58.0,1279,5.06,4.98,3.14 +7659,1.21,Good,J,SI2,63.7,55.0,4269,6.81,6.75,4.32 +27471,2.08,Very Good,E,SI2,62.4,60.0,18128,8.13,8.15,5.08 +24827,1.73,Premium,H,VS2,59.2,61.0,13221,7.82,7.78,4.62 +1254,0.78,Very Good,H,VS1,61.7,56.0,2947,5.92,5.94,3.66 +23412,1.28,Ideal,G,IF,62.0,55.6,11401,6.94,6.96,4.31 +42982,0.41,Ideal,G,IF,62.3,55.0,1367,4.75,4.78,2.97 +12979,1.01,Very Good,D,SI1,59.8,56.0,5394,6.57,6.6,3.94 +14529,1.1,Ideal,I,VS1,62.3,55.0,5864,6.64,6.6,4.12 +28238,0.33,Very Good,F,VS2,62.4,57.0,666,4.39,4.43,2.75 +26976,1.53,Very Good,F,VVS2,62.8,59.0,17057,7.28,7.34,4.59 +3437,0.9,Premium,H,SI1,62.6,58.0,3387,6.12,6.08,3.82 +31996,0.3,Fair,F,VS2,65.4,55.0,776,4.25,4.22,2.77 +36403,0.31,Premium,E,VS1,60.0,59.0,942,4.42,4.38,2.64 +22548,1.24,Premium,G,IF,60.5,58.0,10584,6.94,7.0,4.22 +15476,1.19,Premium,H,VS2,62.6,56.0,6198,6.81,6.76,4.25 +16626,1.38,Premium,H,SI2,62.1,60.0,6646,7.13,7.08,4.41 +15433,1.11,Good,E,SI1,61.4,57.5,6178,6.62,6.66,4.08 +52555,0.7,Ideal,F,VS2,62.0,57.0,2535,5.71,5.67,3.53 +24554,2.06,Premium,I,SI2,61.1,57.0,12842,8.3,8.24,5.05 +2472,0.81,Ideal,G,SI1,62.2,57.0,3192,5.97,6.02,3.73 +33977,0.41,Premium,D,VS2,61.8,58.0,846,4.76,4.79,2.95 +17237,1.27,Premium,H,SI1,60.2,58.0,6892,7.04,6.99,4.22 +21667,1.51,Premium,H,SI1,60.3,62.0,9762,7.54,7.41,4.51 +22830,1.1,Ideal,F,VVS1,62.7,57.0,10861,6.57,6.63,4.14 +15012,1.51,Good,I,SI1,63.8,57.0,6046,7.21,7.18,4.59 +29684,0.31,Ideal,F,SI1,62.3,56.0,707,4.38,4.35,2.72 +13865,1.01,Premium,E,SI1,61.0,59.0,5646,6.44,6.47,3.94 +45022,0.54,Premium,H,VS1,60.8,61.0,1637,5.29,5.23,3.2 +1453,0.76,Premium,D,VS2,60.9,58.0,2977,5.9,5.85,3.58 +28979,0.25,Very Good,E,VS2,63.3,56.0,436,4.01,4.05,2.55 +41822,0.5,Ideal,D,SI2,61.0,57.0,1250,5.15,5.12,3.13 +53282,0.3,Ideal,D,SI1,62.2,56.0,552,4.25,4.3,2.66 +47167,0.46,Ideal,E,VS1,60.3,56.0,1834,5.02,5.06,3.04 +35554,0.35,Ideal,G,VS1,62.6,54.0,906,4.56,4.52,2.84 +21880,1.52,Premium,G,SI1,61.6,57.0,9952,7.4,7.33,4.54 +49008,0.53,Ideal,G,VVS2,61.4,57.0,2051,5.26,5.19,3.21 +40153,0.35,Premium,E,VVS1,61.0,58.0,1116,4.56,4.52,2.77 +42929,0.57,Very Good,F,SI1,58.6,57.0,1364,5.37,5.59,3.21 +12166,1.04,Premium,H,SI1,60.7,58.0,5179,6.55,6.53,3.97 +25644,2.01,Ideal,I,SI1,62.3,58.0,14540,8.06,8.02,5.01 +12658,1.04,Premium,F,SI1,62.2,60.0,5300,6.48,6.44,4.02 +1927,0.8,Premium,D,SI2,61.1,58.0,3082,5.94,5.9,3.62 +15620,1.51,Premium,G,SI2,60.0,60.0,6266,7.45,7.4,4.48 +45944,0.59,Very Good,F,VS2,61.8,58.0,1723,5.35,5.4,3.32 +6840,0.91,Very Good,D,SI2,61.5,56.0,4123,6.22,6.27,3.84 +22472,1.69,Very Good,I,SI1,61.8,60.0,10497,7.58,7.61,4.69 +20829,1.54,Premium,F,SI2,61.1,58.0,9055,7.47,7.36,4.53 +7262,1.01,Good,F,SI1,64.2,58.0,4199,6.31,6.33,4.06 +34853,0.3,Premium,G,VVS2,61.3,57.0,878,4.33,4.29,2.64 +13815,1.25,Very Good,J,VS1,61.8,58.0,5628,6.89,6.93,4.27 +22613,1.09,Very Good,F,IF,61.1,58.0,10663,6.63,6.69,4.07 +32708,0.31,Premium,F,VS2,61.7,58.0,802,4.38,4.34,2.69 +13609,1.02,Premium,H,VS1,58.5,57.0,5569,6.65,6.61,3.88 +46165,0.5,Ideal,E,VS2,62.2,54.0,1746,5.11,5.08,3.17 +47811,0.71,Very Good,I,SI2,61.9,54.0,1902,5.67,5.74,3.53 +45451,0.51,Ideal,D,VS2,61.5,56.0,1674,5.21,5.17,3.19 +31504,0.34,Premium,G,VS2,61.6,58.0,765,4.51,4.45,2.76 +19562,1.5,Good,G,SI2,64.3,57.0,8190,7.29,7.2,4.66 +7448,1.07,Good,F,SI2,58.7,64.0,4232,6.64,6.68,3.91 +51629,0.72,Fair,G,VS1,66.4,57.0,2396,5.6,5.51,3.69 +49175,0.7,Ideal,G,SI1,61.2,57.0,2074,5.71,5.79,3.52 +35020,0.4,Very Good,E,SI1,63.2,56.0,882,4.74,4.69,2.98 +35715,0.3,Ideal,D,VS2,61.8,55.0,911,4.36,4.32,2.68 +46157,0.5,Ideal,E,VS2,61.3,57.0,1746,5.15,5.13,3.15 +15709,0.24,Very Good,F,VVS1,62.2,57.0,608,3.97,4.0,2.48 +32326,0.3,Good,G,VVS1,63.2,58.0,789,4.23,4.25,2.68 +42242,0.59,Ideal,H,SI2,61.9,55.0,1292,5.37,5.39,3.33 +11184,1.12,Ideal,G,SI2,62.2,55.0,4955,6.68,6.64,4.14 +53572,0.71,Very Good,F,VS2,60.6,58.0,2697,5.74,5.81,3.5 +43553,0.5,Ideal,H,VS1,61.7,59.0,1429,5.07,5.14,3.15 +3249,0.8,Premium,E,SI1,61.5,58.0,3356,5.93,5.97,3.66 +49273,0.54,Ideal,G,VVS2,61.5,54.0,2090,5.26,5.24,3.23 +33376,0.41,Ideal,I,VVS2,62.3,56.0,827,4.73,4.77,2.96 +38899,0.53,Ideal,I,SI1,62.8,57.0,1052,5.15,5.2,3.25 +21471,1.51,Good,I,VS1,62.0,56.0,9569,7.23,7.29,4.5 +29262,0.31,Premium,G,VS2,61.0,56.0,698,4.37,4.35,2.66 +10973,1.24,Premium,F,SI2,62.7,59.0,4907,6.83,6.77,4.26 +43678,0.5,Premium,F,VS2,62.3,58.0,1436,5.02,5.06,3.14 +12357,1.01,Very Good,G,SI1,62.7,58.0,5231,6.35,6.4,4.0 +5083,0.9,Very Good,G,SI1,63.3,56.0,3752,6.08,6.11,3.86 +49011,0.57,Premium,F,SI1,62.1,59.0,2052,5.31,5.28,3.29 +41797,0.5,Ideal,E,SI1,60.6,57.0,1250,5.19,5.14,3.13 +11526,1.12,Premium,I,VS2,61.9,58.0,5027,6.63,6.68,4.12 +13907,1.08,Ideal,G,VS2,62.1,57.0,5661,6.57,6.54,4.07 +41388,0.42,Ideal,F,VVS2,61.1,57.0,1221,4.84,4.82,2.95 +11630,1.01,Good,G,VS2,60.2,65.0,5050,6.55,6.48,3.92 +39466,0.53,Very Good,G,SI2,63.4,55.0,1079,5.1,5.19,3.26 +16062,1.01,Good,F,VS2,63.1,60.0,6416,6.36,6.39,4.02 +12732,1.16,Good,H,SI1,64.2,58.6,5314,6.61,6.66,4.26 +18878,1.02,Premium,G,VVS2,62.2,60.0,7741,6.43,6.39,3.99 +27238,2.0,Ideal,I,VS1,62.0,57.0,17607,8.04,7.99,4.97 +29207,0.3,Very Good,F,VVS1,61.6,56.0,694,4.34,4.36,2.68 +25725,1.5,Very Good,E,VS2,62.1,60.0,14639,7.27,7.32,4.53 +21139,2.0,Premium,J,VS1,63.0,58.0,9296,8.04,7.99,5.05 +35217,0.3,Ideal,F,IF,60.8,56.0,892,4.35,4.36,2.65 +49492,0.56,Ideal,E,VS1,61.1,56.0,2117,5.34,5.29,3.25 +14854,0.95,Ideal,E,VS1,61.5,57.0,5983,6.28,6.3,3.87 +20445,1.51,Fair,G,SI2,65.5,55.0,8794,7.14,7.08,4.66 +21628,1.5,Good,D,SI1,63.4,63.0,9718,7.19,7.23,4.57 +45390,0.72,Premium,J,SI2,60.3,58.0,1667,5.81,5.73,3.48 +35009,0.4,Premium,F,SI1,62.9,58.0,882,4.72,4.69,2.96 +31464,0.4,Premium,G,SI2,61.9,61.0,765,4.74,4.69,2.92 +42026,0.53,Very Good,G,SI1,62.5,55.0,1267,5.12,5.24,3.24 +39406,0.41,Ideal,G,VVS2,61.8,56.0,1076,4.78,4.74,2.94 +44065,0.54,Premium,D,SI1,60.0,58.0,1551,5.26,5.3,3.17 +11947,1.01,Very Good,D,SI1,61.5,54.0,5132,6.4,6.47,3.96 +3242,1.07,Good,F,I1,64.3,59.0,3354,6.37,6.42,4.11 +50986,0.31,Ideal,H,VS1,62.4,55.0,544,4.33,4.36,2.71 +46474,0.51,Ideal,H,VVS1,61.8,55.0,1776,5.15,5.18,3.19 +37856,0.44,Ideal,E,VS2,61.5,56.0,1003,4.9,4.92,3.02 +1180,0.71,Ideal,F,VS2,62.3,57.0,2930,5.69,5.74,3.56 +612,0.71,Premium,F,VS1,60.5,58.0,2839,5.75,5.72,3.47 +18182,1.2,Very Good,G,VS2,63.1,57.0,7371,6.69,6.74,4.24 +13653,1.16,Ideal,I,VS2,60.8,56.0,5587,6.85,6.81,4.15 +24466,1.3,Ideal,F,VVS2,62.4,57.0,12734,6.97,6.9,4.33 +24976,1.71,Ideal,H,SI1,61.8,57.0,13477,7.74,7.69,4.76 +20611,1.53,Premium,I,SI1,60.8,59.0,8911,7.54,7.49,4.57 +44160,0.57,Very Good,G,VS2,60.7,58.0,1565,5.31,5.37,3.24 +16881,1.02,Ideal,F,VS2,62.7,57.0,6734,6.47,6.44,4.05 +31702,0.36,Premium,F,SI1,61.1,59.0,770,4.59,4.55,2.79 +5153,1.01,Good,F,SI2,64.0,56.0,3768,6.25,6.32,4.02 +7655,1.0,Very Good,F,SI2,63.3,58.0,4269,6.26,6.29,3.97 +27723,2.01,Ideal,G,SI1,62.1,57.0,18736,8.07,8.09,5.02 +19777,1.16,Premium,E,VS1,58.7,58.0,8346,6.89,6.87,4.04 +5499,1.04,Good,J,VS2,57.4,60.0,3844,6.76,6.72,3.87 +36101,0.4,Ideal,E,VVS2,62.5,54.0,926,4.75,4.76,2.97 +48835,0.54,Ideal,G,VVS1,62.0,57.0,2030,5.25,5.21,3.24 +46562,0.59,Ideal,G,SI1,61.3,56.0,1782,5.38,5.42,3.31 +25428,1.51,Premium,E,VS2,62.2,59.0,14171,7.31,7.36,4.56 +34551,0.38,Ideal,F,VS2,62.3,54.0,870,4.65,4.69,2.91 +4904,0.91,Ideal,E,SI2,61.1,58.0,3723,6.25,6.29,3.83 +48579,0.54,Ideal,D,VS2,61.1,56.0,1993,5.29,5.25,3.22 +28392,0.33,Premium,H,VS2,62.0,59.0,668,4.44,4.4,2.74 +32554,0.41,Very Good,G,VS2,61.4,57.0,800,4.76,4.81,2.94 +2854,0.73,Ideal,G,VS1,60.2,56.0,3273,5.86,5.9,3.54 +5359,1.05,Fair,D,SI2,65.4,59.0,3816,6.3,6.24,4.1 +16591,1.2,Premium,H,VS1,61.3,58.0,6626,6.85,6.81,4.19 +38100,0.36,Premium,E,VS2,60.3,59.0,1013,4.64,4.58,2.78 +1361,0.9,Premium,J,VS1,62.1,62.0,2964,6.12,6.05,3.78 +9404,1.0,Premium,F,SI1,62.2,58.0,4586,6.39,6.35,3.96 +33375,0.41,Ideal,G,VS2,62.5,56.0,827,4.72,4.75,2.96 +37065,0.43,Premium,F,VS2,61.0,57.0,968,4.87,4.84,2.96 +51788,0.74,Premium,F,SI1,60.7,59.0,2415,5.85,5.82,3.54 +50331,0.83,Ideal,J,VS2,61.5,57.0,2241,6.08,6.03,3.72 +6289,0.97,Premium,F,SI2,58.9,58.0,4020,6.51,6.47,3.82 +28564,0.3,Premium,H,VS1,62.5,58.0,675,4.34,4.27,2.69 +21112,1.5,Very Good,I,VS1,60.8,63.0,9281,7.37,7.41,4.49 +33842,0.34,Ideal,H,IF,61.6,55.0,844,4.51,4.55,2.78 +22697,0.3,Premium,G,VS2,59.3,59.0,630,4.42,4.38,2.61 +35316,0.37,Ideal,E,VVS2,62.5,53.0,896,4.59,4.63,2.88 +39689,0.4,Ideal,F,VVS2,61.7,55.0,1088,4.74,4.76,2.93 +51691,0.62,Premium,G,VVS2,59.2,59.0,2399,5.58,5.56,3.3 +26407,2.0,Very Good,I,VS2,58.6,62.0,15923,8.17,8.2,4.8 +29828,0.38,Very Good,H,VS2,61.6,56.0,710,4.68,4.71,2.89 +6634,1.0,Premium,H,SI2,58.6,59.0,4088,6.57,6.5,3.83 +37209,0.34,Ideal,G,IF,61.3,56.0,974,4.52,4.55,2.78 +1204,0.74,Ideal,F,VS2,60.5,59.0,2936,5.81,5.86,3.53 +46499,0.4,Ideal,E,VVS1,61.7,55.0,1778,4.74,4.76,2.93 +15713,0.37,Very Good,H,VS2,63.5,59.0,608,4.51,4.55,2.88 +24267,2.03,Premium,J,SI1,60.1,58.0,12492,8.26,8.21,4.95 +32719,0.31,Ideal,F,VS2,62.4,56.0,802,4.34,4.31,2.7 +51795,0.7,Ideal,F,SI1,62.0,55.0,2415,5.72,5.7,3.54 +7862,1.13,Ideal,I,SI2,61.7,57.0,4307,6.59,6.7,4.13 +38739,0.32,Premium,E,VVS1,60.8,59.0,1044,4.45,4.43,2.7 +31252,0.34,Ideal,E,VS2,62.1,54.1,758,4.47,4.5,2.78 +3307,0.73,Premium,E,VS1,61.2,58.0,3370,5.77,5.83,3.55 +50680,0.7,Very Good,I,VS1,62.7,58.0,2288,5.61,5.65,3.53 +24810,1.71,Ideal,G,SI1,62.1,56.0,13196,7.65,7.61,4.74 +3550,1.07,Ideal,H,SI1,61.5,54.0,3415,6.64,6.6,4.07 +850,0.52,Premium,F,VVS2,61.8,60.0,2870,5.16,5.13,3.18 +13538,1.11,Ideal,D,SI2,61.6,55.0,5547,6.62,6.66,4.09 +37050,0.32,Premium,E,IF,60.0,61.0,967,4.5,4.46,2.69 +6515,0.9,Premium,H,VS1,61.5,59.0,4064,6.19,6.13,3.79 +24808,1.51,Premium,G,VS2,61.2,61.0,13194,7.44,7.33,4.52 +34913,0.34,Ideal,F,VS2,61.0,57.0,880,4.5,4.48,2.74 +38670,0.7,Premium,F,I1,63.0,61.0,1040,5.69,5.55,3.54 +40880,0.33,Ideal,D,VVS1,61.0,55.0,1176,4.52,4.47,2.74 +35630,0.3,Very Good,H,VS2,62.6,58.0,473,4.22,4.28,2.66 +36023,0.35,Ideal,E,VS2,61.9,54.0,923,4.53,4.58,2.82 +52233,0.72,Premium,D,SI2,60.3,58.0,2484,5.81,5.76,3.49 +28477,0.32,Ideal,G,VS2,62.1,56.0,672,4.4,4.36,2.72 +44205,0.51,Very Good,F,VS2,61.0,58.0,1569,5.1,5.17,3.13 +31711,0.41,Premium,E,SI2,60.6,60.0,771,4.83,4.8,2.92 +37680,0.42,Premium,H,VS2,62.1,57.0,992,4.8,4.76,2.97 +21546,1.02,Ideal,F,VVS1,62.4,56.0,9645,6.44,6.42,4.01 +39242,0.42,Ideal,H,VVS1,62.4,55.0,1068,4.79,4.8,2.99 +1554,0.76,Ideal,E,SI1,61.5,56.0,3003,5.89,5.91,3.63 +22568,1.5,Premium,G,SI1,62.3,58.0,10618,7.33,7.27,4.55 +13808,1.35,Fair,H,VS2,64.5,58.0,5625,6.98,6.93,4.48 +33772,0.48,Ideal,G,SI2,62.0,54.0,841,5.04,5.06,3.13 +2260,0.9,Good,D,SI2,63.9,60.0,3153,6.07,6.11,3.89 +1323,0.79,Premium,G,VS2,62.3,58.0,2959,5.92,5.89,3.68 +34069,0.5,Premium,F,I1,61.9,58.0,851,5.15,5.05,3.15 +9264,1.01,Fair,F,SI1,65.9,60.0,4561,6.25,6.17,4.09 +22045,0.31,Premium,I,VS1,62.6,59.0,628,4.33,4.29,2.7 +11427,1.01,Very Good,E,SI1,63.4,59.0,5002,6.38,6.34,4.03 +42024,0.52,Very Good,G,SI1,59.4,60.0,1267,5.23,5.28,3.12 +42305,0.5,Very Good,F,SI1,61.4,57.0,1295,5.08,5.12,3.13 +12516,1.01,Premium,H,VS2,61.3,59.0,5260,6.45,6.41,3.94 +40478,0.53,Premium,E,SI2,60.5,60.0,1141,5.21,5.24,3.16 +1278,0.71,Ideal,G,VS1,62.4,57.0,2950,5.68,5.73,3.56 +18927,1.5,Very Good,H,SI2,62.3,60.0,7775,7.28,7.22,4.52 +6349,1.5,Premium,E,I1,61.5,58.0,4032,7.38,7.2,4.5 +52775,0.71,Ideal,D,SI2,61.5,56.2,2564,5.73,5.75,3.53 +2787,0.79,Ideal,E,SI1,61.9,55.0,3256,5.97,5.89,3.67 +49060,0.7,Very Good,G,SI2,62.6,56.0,2058,5.65,5.69,3.55 +37116,0.39,Ideal,F,VS2,61.2,57.0,970,4.69,4.73,2.88 +46195,0.51,Premium,F,VS1,62.2,58.0,1749,5.14,5.12,3.19 +21915,1.2,Very Good,G,IF,59.4,61.0,9987,6.92,6.95,4.12 +17473,1.01,Ideal,F,VS2,61.9,54.0,7014,6.45,6.49,4.0 +47391,0.54,Ideal,E,VS2,61.7,55.0,1847,5.27,5.24,3.24 +29073,0.3,Very Good,E,VVS2,62.5,61.0,688,4.23,4.28,2.66 +10692,1.2,Ideal,I,VS2,62.6,57.0,4844,6.74,6.67,4.2 +50621,0.23,Premium,E,VS1,61.8,60.0,400,3.91,3.95,2.43 +30392,0.33,Ideal,H,VVS1,61.5,55.0,730,4.44,4.47,2.74 +35572,0.35,Premium,F,VS2,61.5,59.0,906,4.55,4.53,2.79 +23351,0.3,Ideal,I,SI1,61.9,58.0,422,4.27,4.32,2.66 +25470,1.56,Ideal,G,VS2,61.3,56.0,14237,7.48,7.5,4.59 +34588,0.42,Ideal,F,VS2,62.0,55.0,872,4.79,4.82,2.98 +1419,0.72,Very Good,G,VS1,60.6,56.0,2970,5.84,5.87,3.55 +50271,0.64,Ideal,E,VS2,62.0,55.0,2238,5.52,5.55,3.43 +38880,0.4,Premium,D,VS2,61.7,59.0,1050,4.76,4.73,2.93 +46657,0.51,Ideal,D,VS2,62.1,56.0,1787,5.11,5.16,3.19 +2454,0.74,Ideal,E,VS2,59.5,57.0,3189,5.92,5.94,3.53 +48703,0.56,Very Good,G,VVS2,61.4,57.0,2010,5.26,5.32,3.25 +37869,0.39,Ideal,G,VVS1,58.8,62.0,1004,4.77,4.79,2.81 +52788,0.97,Very Good,I,SI2,63.4,58.0,2567,6.34,6.2,3.98 +20441,1.51,Premium,G,SI2,62.8,56.0,8794,7.3,7.22,4.56 +39140,0.41,Premium,G,VS2,61.9,59.0,1061,4.77,4.73,2.94 +39379,0.4,Ideal,H,IF,61.9,55.0,1074,4.76,4.77,2.95 +51395,0.71,Premium,D,SI2,62.8,57.0,2368,5.69,5.64,3.56 +50755,0.72,Ideal,F,SI2,61.7,55.0,2298,5.79,5.75,3.56 +13531,1.1,Ideal,G,SI1,61.9,55.0,5545,6.62,6.66,4.11 +38575,0.4,Premium,H,VS1,62.4,60.0,1035,4.74,4.69,2.94 +3700,0.9,Good,E,SI1,63.8,56.0,3449,6.17,6.09,3.91 +33832,0.42,Ideal,F,SI1,60.8,54.0,843,4.83,4.94,2.97 +43232,0.4,Premium,E,VVS1,61.4,59.0,1397,4.74,4.68,2.89 +1881,0.7,Good,D,VS2,58.0,65.0,3073,5.81,5.73,3.39 +46271,0.54,Ideal,E,VS2,61.9,57.0,1754,5.2,5.23,3.23 +15409,1.32,Premium,I,SI1,62.3,58.0,6171,6.98,7.01,4.36 +30971,0.39,Premium,J,VS2,61.3,60.0,746,4.68,4.65,2.86 +25873,1.8,Ideal,H,VS1,62.3,56.0,14968,7.76,7.79,4.84 +23856,1.05,Premium,E,IF,59.0,58.0,11946,6.7,6.66,3.94 +36800,0.34,Premium,E,VS2,61.9,58.0,956,4.45,4.43,2.75 +7025,0.9,Premium,E,SI1,62.9,58.0,4158,6.16,6.11,3.86 +41439,0.48,Good,G,VS1,58.2,59.2,1228,5.09,5.14,2.98 +3900,0.92,Ideal,J,VS1,62.0,55.0,3489,6.24,6.27,3.88 +21031,0.31,Very Good,H,VVS2,61.2,60.0,625,4.37,4.39,2.68 +50957,0.66,Very Good,H,VVS1,61.9,59.0,2323,5.59,5.65,3.48 +37598,0.23,Very Good,E,VVS2,59.7,54.0,485,4.02,4.05,2.41 +3667,1.22,Very Good,J,SI2,63.5,58.0,3443,6.8,6.75,4.3 +15865,1.01,Ideal,E,SI1,61.1,57.0,6346,6.5,6.47,3.96 +7170,0.91,Good,G,VS2,63.6,58.0,4183,6.14,6.1,3.89 +19455,1.05,Ideal,F,VS1,62.3,55.0,8100,6.53,6.5,4.06 +49954,0.3,Ideal,H,SI1,62.9,57.0,540,4.29,4.26,2.69 +12424,1.72,Fair,J,I1,68.5,59.0,5240,7.31,7.24,4.98 +24447,1.52,Premium,D,SI1,59.8,58.0,12707,7.51,7.55,4.5 +32249,0.31,Ideal,H,IF,61.2,56.0,789,4.36,4.4,2.68 +49081,0.57,Ideal,G,VS1,61.1,57.0,2060,5.34,5.36,3.27 +40814,0.52,Good,F,SI2,61.5,60.5,1170,5.11,5.16,3.16 +42534,0.4,Ideal,D,VVS2,61.3,56.0,1323,4.78,4.75,2.92 +32715,0.31,Premium,F,VS2,62.0,58.0,802,4.37,4.31,2.69 +19202,1.56,Fair,G,SI2,64.8,59.0,7950,7.38,7.19,4.72 +45923,0.53,Ideal,E,VS2,61.4,56.0,1721,5.21,5.24,3.21 +29220,0.34,Ideal,I,IF,61.9,55.0,695,4.5,4.52,2.79 +1186,0.7,Very Good,G,VVS2,60.8,57.0,2931,5.72,5.76,3.49 +47161,0.47,Premium,E,VVS2,60.5,58.0,1833,5.05,5.0,3.04 +40309,0.4,Premium,E,VS1,62.8,59.0,1125,4.67,4.63,2.92 +36159,0.43,Ideal,I,VVS2,60.9,57.0,929,4.85,4.9,2.97 +10369,1.06,Premium,F,SI1,61.9,58.0,4774,6.53,6.58,4.06 +32067,0.33,Ideal,D,SI1,62.7,55.0,780,4.44,4.4,2.77 +20291,1.07,Ideal,G,VVS2,61.5,56.0,8707,6.58,6.6,4.05 +31700,0.36,Premium,F,SI1,61.5,58.0,770,4.6,4.54,2.81 +6572,1.12,Premium,H,SI2,61.0,56.0,4077,6.68,6.65,4.07 +22323,1.65,Ideal,I,SI1,61.7,55.0,10365,7.6,7.63,4.7 +48526,0.54,Ideal,G,VVS2,61.5,54.0,1985,5.24,5.26,3.23 +6921,0.91,Premium,E,SI1,60.5,61.0,4138,6.23,6.19,3.76 +1128,0.73,Premium,G,VVS2,62.2,56.0,2919,5.79,5.75,3.59 +34278,0.31,Very Good,I,VS2,61.6,56.0,468,4.36,4.39,2.69 +22204,1.21,Premium,F,VS1,61.9,58.0,10245,6.82,6.76,4.2 +15360,1.23,Good,I,SI1,60.7,61.0,6165,6.91,6.93,4.2 +14894,0.96,Very Good,E,VS2,58.7,58.0,5997,6.47,6.51,3.81 +53308,0.3,Very Good,D,SI1,62.3,59.0,552,4.22,4.25,2.64 +24889,1.27,Premium,F,VVS1,62.5,56.0,13320,6.99,6.93,4.35 +19628,1.51,Good,I,SI1,63.7,61.0,8245,7.15,7.11,4.54 +44272,0.52,Ideal,E,VS2,60.7,56.0,1576,5.2,5.24,3.17 +29916,0.33,Ideal,G,VVS2,62.3,56.0,713,4.43,4.47,2.77 +2790,0.72,Ideal,H,IF,61.4,56.0,3257,5.76,5.8,3.55 +26636,1.5,Very Good,D,VS1,61.2,63.0,16407,7.28,7.32,4.47 +14572,1.01,Premium,E,VS2,59.5,60.0,5882,6.3,6.24,3.73 +13241,1.14,Ideal,I,SI1,62.3,58.0,5469,6.65,6.7,4.16 +4069,0.31,Ideal,D,SI1,62.7,56.0,571,4.32,4.36,2.72 +38399,0.39,Premium,D,VS2,60.2,59.0,1024,4.76,4.74,2.86 +11097,1.0,Premium,D,SI2,59.9,59.0,4928,6.48,6.44,3.87 +13384,0.3,Ideal,D,VS1,61.0,58.0,601,4.3,4.36,2.64 +20956,1.71,Very Good,J,VS2,62.6,55.0,9170,7.58,7.65,4.77 +37606,0.24,Very Good,D,VVS2,58.7,61.0,485,4.04,4.07,2.38 +12509,1.25,Ideal,I,SI2,61.8,56.0,5259,6.92,6.94,4.28 +37074,0.41,Premium,F,SI1,59.8,59.0,969,4.85,4.82,2.89 +50695,0.7,Fair,G,VS1,65.2,57.0,2290,5.56,5.52,3.61 +38829,0.43,Ideal,E,VS2,61.9,56.0,1048,4.88,4.85,3.01 +3834,0.78,Very Good,G,VS1,61.5,55.0,3472,5.92,5.97,3.66 +15895,1.24,Very Good,G,SI2,60.5,60.0,6354,6.93,7.01,4.22 +7875,0.9,Very Good,H,VS1,62.1,59.0,4309,6.09,6.14,3.8 +9260,0.91,Very Good,D,SI1,60.8,60.0,4561,6.24,6.21,3.79 +28084,0.3,Premium,D,SI1,58.8,57.0,662,4.44,4.4,2.6 +45087,0.52,Ideal,E,VS2,61.3,54.0,1646,5.21,5.2,3.19 +23168,1.7,Good,G,SI1,58.2,64.0,11180,7.89,7.85,4.58 +38879,0.4,Ideal,D,VS2,62.3,57.0,1050,4.75,4.72,2.95 +3345,1.03,Premium,J,SI2,62.0,58.0,3378,6.47,6.52,4.03 +6801,0.98,Ideal,G,SI2,62.9,57.0,4116,6.33,6.29,3.97 +34035,0.3,Very Good,G,IF,62.3,55.0,850,4.31,4.33,2.69 +32241,0.43,Ideal,I,VS1,62.2,53.0,789,4.86,4.91,3.04 +11464,1.01,Very Good,F,SI1,62.8,60.0,5010,6.32,6.38,3.99 +25139,1.62,Premium,G,VS2,62.3,58.0,13702,7.54,7.49,4.68 +40922,0.3,Very Good,E,SI1,60.9,58.0,499,4.31,4.33,2.63 +38512,0.44,Ideal,G,SI1,61.7,55.0,1032,4.88,4.91,3.02 +15423,1.01,Ideal,G,VS1,62.9,57.0,6176,6.43,6.39,4.03 +50377,0.6,Ideal,H,VS1,61.3,55.0,2250,5.47,5.49,3.36 +52572,0.7,Premium,H,VVS2,62.1,58.0,2536,5.71,5.66,3.53 +17963,1.0,Premium,E,VS1,61.9,60.0,7260,6.41,6.44,3.98 +25234,2.14,Ideal,I,VS2,62.2,57.0,13844,8.22,8.19,5.1 +33570,0.43,Premium,D,SI1,61.2,58.0,830,4.83,4.87,2.97 +34261,0.3,Ideal,H,SI1,60.7,56.0,465,4.35,4.37,2.65 +31210,0.32,Ideal,D,SI1,61.5,56.0,756,4.42,4.39,2.71 +39869,0.42,Ideal,H,VVS2,61.9,55.0,1102,4.83,4.86,3.0 +7675,1.09,Fair,I,SI1,56.4,62.0,4273,6.97,6.9,3.9 +50831,0.67,Good,F,VS2,58.7,61.5,2309,5.67,5.79,3.37 +46916,0.57,Ideal,G,VS1,61.6,55.0,1815,5.34,5.38,3.3 +14846,0.9,Ideal,G,VVS1,62.8,56.0,5978,6.12,6.18,3.86 +2337,1.09,Fair,F,SI2,66.3,56.0,3170,6.47,6.39,4.27 +31151,0.41,Ideal,F,SI1,62.7,57.0,755,4.7,4.74,2.96 +53141,0.71,Ideal,H,VS2,62.2,56.0,2622,5.68,5.74,3.55 +22972,1.74,Premium,I,SI1,58.7,60.0,11020,7.9,7.84,4.62 +4562,0.7,Ideal,F,VVS2,61.7,58.0,3644,5.66,5.71,3.51 +45041,0.54,Very Good,F,VS2,60.9,55.0,1639,5.25,5.31,3.21 +30146,0.32,Ideal,E,SI1,61.9,56.0,720,4.43,4.39,2.73 +42117,0.52,Very Good,E,SI1,63.3,57.0,1279,5.11,5.13,3.24 +34704,0.31,Ideal,F,IF,62.3,57.0,874,4.3,4.34,2.69 +52088,0.71,Premium,F,SI1,62.3,57.0,2458,5.73,5.66,3.55 +17640,1.22,Premium,H,VS1,62.7,56.0,7105,6.82,6.74,4.25 +14390,0.3,Good,G,VS1,63.1,58.0,605,4.24,4.28,2.69 +18680,1.08,Premium,F,VS2,62.1,59.0,7637,6.59,6.54,4.08 +28924,0.3,Ideal,H,VVS1,61.9,55.0,684,4.32,4.34,2.68 +32869,0.32,Ideal,D,VVS2,61.6,54.0,809,4.41,4.46,2.73 +52128,0.72,Ideal,F,SI2,61.1,59.0,2466,5.74,5.79,3.52 +14588,1.0,Ideal,G,VS2,62.3,56.0,5887,6.37,6.41,3.98 +18962,1.02,Good,G,VVS2,63.1,59.0,7800,6.38,6.45,4.05 +35840,0.38,Ideal,F,VS1,62.5,53.8,916,4.62,4.65,2.89 +38054,0.34,Fair,E,VVS1,54.0,56.0,1012,4.8,4.76,2.58 +30845,0.33,Premium,H,VS1,61.9,58.0,743,4.45,4.43,2.75 +24111,1.5,Ideal,E,SI1,60.4,59.0,12265,7.38,7.43,4.47 +29122,0.4,Premium,D,SI1,60.9,60.0,689,4.74,4.78,2.9 +4854,0.71,Ideal,F,VS1,60.9,56.0,3710,5.76,5.79,3.52 +18489,1.01,Very Good,G,VVS2,63.0,61.0,7528,6.34,6.36,4.0 +39372,0.5,Very Good,H,VS2,61.8,63.0,1074,5.05,5.08,3.13 +22492,1.57,Ideal,H,SI1,60.5,57.0,10521,7.6,7.57,4.59 +5428,1.14,Ideal,F,I1,61.7,57.0,3824,6.7,6.67,4.13 +5773,0.91,Ideal,E,SI2,61.5,56.0,3898,6.23,6.2,3.82 +2585,0.96,Premium,G,SI2,62.7,60.0,3215,6.29,6.11,3.89 +461,0.9,Ideal,J,VS2,62.8,55.0,2817,6.2,6.16,3.88 +35806,0.31,Ideal,F,IF,61.2,56.0,914,4.37,4.39,2.68 +31311,0.32,Ideal,D,VS2,62.0,55.0,758,4.37,4.41,2.72 +41724,0.41,Ideal,H,IF,61.8,55.0,1243,4.79,4.76,2.95 +36269,0.32,Ideal,G,VVS2,61.9,57.0,936,4.41,4.38,2.72 +35975,0.42,Ideal,F,VS1,60.6,56.0,921,4.83,4.87,2.94 +32354,0.31,Premium,E,VVS1,62.0,59.0,789,4.3,4.34,2.68 +4634,1.03,Premium,F,SI2,62.2,60.0,3668,6.47,6.45,4.02 +378,0.7,Very Good,F,VS1,61.8,56.0,2810,5.63,5.7,3.5 +34128,0.42,Very Good,G,VS2,62.1,55.0,854,4.8,4.83,2.99 +8562,1.02,Premium,G,SI1,62.2,58.0,4435,6.44,6.48,4.02 +769,0.71,Premium,D,VS2,60.4,62.0,2858,5.74,5.72,3.46 +36750,0.33,Ideal,F,VVS1,61.9,55.0,955,4.42,4.44,2.74 +48721,0.52,Premium,G,VVS2,61.5,62.0,2012,5.17,5.14,3.17 +41698,0.54,Premium,G,SI1,61.1,57.0,1241,5.27,5.21,3.2 +52172,0.7,Ideal,H,VS2,62.6,54.0,2475,5.7,5.73,3.58 +44314,0.34,Very Good,H,VS2,60.0,58.0,521,4.52,4.56,2.72 +4878,0.73,Ideal,E,VVS2,62.0,57.0,3714,5.79,5.73,3.57 +45661,0.54,Premium,F,SI1,62.3,58.0,1693,5.26,5.2,3.26 +47121,0.52,Premium,D,VS2,59.4,61.0,1828,5.24,5.23,3.11 +35766,0.4,Ideal,E,VS2,62.3,56.0,912,4.72,4.75,2.95 +31135,0.31,Ideal,E,VVS2,59.7,61.0,755,4.4,4.41,2.63 +17834,1.2,Very Good,D,SI1,60.7,58.0,7191,6.81,6.86,4.15 +20090,1.52,Premium,H,SI1,61.2,58.0,8566,7.53,7.43,4.57 +52714,0.63,Premium,D,VS1,59.2,61.0,2554,5.6,5.55,3.3 +14034,1.07,Premium,D,SI1,61.9,58.0,5704,6.57,6.53,4.05 +4151,0.91,Premium,F,SI2,61.0,51.0,3546,6.24,6.21,3.8 +24165,1.88,Very Good,H,VS2,63.1,55.0,12339,7.86,7.81,4.94 +21783,2.05,Premium,I,SI2,62.0,58.0,9850,8.13,8.08,5.02 +47904,0.57,Ideal,D,VS2,62.5,57.0,1914,5.28,5.31,3.31 +25706,0.35,Premium,D,SI1,62.1,58.0,644,4.51,4.54,2.81 +37322,0.32,Premium,H,IF,61.8,58.0,979,4.39,4.35,2.7 +21168,1.51,Premium,I,VVS2,62.1,58.0,9328,7.29,7.32,4.54 +36356,0.5,Fair,F,SI2,65.8,57.0,938,4.97,4.83,3.23 +44557,0.52,Good,F,VS2,63.6,56.0,1605,5.12,5.07,3.24 +46431,0.7,Fair,D,SI2,67.8,58.0,1770,5.51,5.44,3.71 +9269,0.9,Premium,E,VS2,60.6,53.0,4562,6.3,6.27,3.81 +34302,0.4,Very Good,E,VS2,62.9,59.0,858,4.7,4.75,2.97 +52149,0.7,Good,F,SI1,62.8,58.0,2470,5.6,5.65,3.53 +25678,1.7,Ideal,H,VVS1,61.4,57.0,14603,7.63,7.69,4.7 +52944,0.7,Very Good,F,VS2,63.3,56.0,2593,5.62,5.66,3.57 +8429,0.92,Good,E,VS2,58.9,57.0,4406,6.35,6.38,3.75 +37301,0.54,Ideal,J,SI2,61.3,58.0,978,5.24,5.27,3.22 +36773,0.3,Ideal,E,VVS1,61.4,56.0,956,4.37,4.33,2.67 +7366,1.03,Very Good,F,SI2,61.1,59.0,4218,6.51,6.58,4.0 +15101,1.42,Ideal,I,VS2,62.9,57.0,6069,7.21,7.07,4.49 +19956,1.21,Premium,G,VS2,61.0,58.0,8504,6.88,6.82,4.18 +1636,0.96,Premium,E,SI2,62.8,60.0,3016,6.3,6.24,3.94 +42230,0.39,Premium,F,IF,58.0,61.0,1290,4.83,4.79,2.79 +590,0.82,Very Good,H,SI1,60.7,56.0,2836,6.04,6.06,3.67 +34113,0.31,Ideal,D,VVS2,61.0,56.0,853,4.37,4.39,2.67 +50778,0.59,Very Good,F,VVS2,63.5,59.0,2302,5.28,5.3,3.36 +10461,1.14,Ideal,H,SI1,60.3,57.0,4789,6.79,6.85,4.11 +23220,1.71,Premium,G,SI2,62.6,57.0,11227,7.66,7.6,4.78 +29076,0.4,Ideal,F,SI2,61.8,53.0,688,4.77,4.74,2.94 +53230,0.81,Good,I,VS2,63.8,58.0,2641,5.89,5.84,3.74 +29536,0.39,Very Good,F,SI1,60.0,57.0,704,4.76,4.8,2.86 +7237,1.07,Premium,H,SI2,62.2,59.0,4194,6.53,6.47,4.04 +30391,0.33,Ideal,H,VVS1,62.1,53.0,730,4.48,4.5,2.79 +27738,2.05,Premium,F,SI2,60.2,59.0,18784,8.28,8.33,5.0 +14659,1.31,Very Good,I,SI2,62.7,58.0,5916,6.88,6.94,4.33 +25267,1.84,Premium,H,SI1,59.7,58.0,13905,8.01,7.98,4.77 +6805,1.05,Premium,J,VS1,60.0,60.0,4116,6.46,6.43,4.0 +9198,1.2,Good,J,VS2,63.7,58.0,4548,6.68,6.61,4.23 +43250,0.38,Ideal,D,VVS1,61.3,56.0,1400,4.65,4.71,2.87 +10914,1.01,Very Good,F,SI1,59.8,59.0,4890,6.39,6.43,3.83 +16251,1.2,Premium,H,VS2,62.8,59.0,6500,6.75,6.7,4.22 +47828,0.51,Ideal,H,IF,62.1,55.0,1905,5.14,5.2,3.21 +8488,1.01,Very Good,I,SI1,62.1,59.0,4418,6.36,6.42,3.97 +27651,2.29,Premium,J,IF,61.4,60.0,18594,8.49,8.45,5.2 +37705,0.4,Very Good,D,VS1,64.0,57.0,995,4.66,4.69,2.99 +43245,0.42,Ideal,E,VVS1,62.0,56.0,1400,4.78,4.84,2.98 +24226,1.52,Premium,E,SI1,62.5,59.0,12418,7.33,7.26,4.56 +50871,0.63,Ideal,D,SI1,62.0,56.0,2313,5.5,5.47,3.4 +37432,0.33,Ideal,G,IF,61.6,55.0,984,4.48,4.51,2.77 +40725,0.53,Very Good,G,SI1,63.4,54.0,1161,5.09,5.13,3.24 +15814,1.29,Ideal,J,SI1,61.6,57.0,6327,6.98,7.01,4.32 +3130,0.9,Premium,G,SI1,60.1,59.0,3326,6.25,6.2,3.74 +52954,0.24,Very Good,F,VVS1,59.2,59.0,552,4.04,4.07,2.4 +24217,1.67,Ideal,I,VS2,61.9,57.0,12406,7.56,7.59,4.69 +28969,0.31,Premium,G,VS2,61.8,58.0,435,4.35,4.39,2.7 +18684,1.57,Ideal,J,SI1,62.0,56.0,7640,7.5,7.46,4.64 +20883,1.51,Ideal,G,SI2,61.2,56.1,9104,7.39,7.41,4.53 +4417,0.7,Ideal,H,VVS1,60.9,57.0,3611,5.7,5.78,3.5 +53331,0.71,Ideal,E,VS2,61.8,57.0,2654,5.73,5.7,3.53 +1027,0.79,Very Good,F,SI1,63.0,54.0,2904,5.91,5.94,3.73 +25831,2.07,Ideal,I,SI1,61.2,57.0,14857,8.12,8.23,5.0 +27681,2.01,Premium,G,SI2,61.2,57.2,18705,8.08,8.14,4.97 +1506,0.72,Ideal,D,SI1,61.1,59.0,2993,5.76,5.8,3.53 +48022,0.7,Good,J,VVS2,63.2,55.0,1922,5.63,5.57,3.54 +53586,0.88,Very Good,I,SI1,62.5,56.0,2699,6.06,6.19,3.83 +6919,1.01,Premium,F,SI2,62.8,57.0,4137,6.31,6.24,3.94 +5713,0.25,Very Good,F,VVS2,63.2,57.0,575,3.99,4.01,2.53 +49951,0.3,Premium,H,SI1,62.2,60.0,540,4.28,4.24,2.65 +3315,0.71,Ideal,H,VVS2,61.9,56.0,3371,5.72,5.76,3.55 +43744,0.51,Ideal,E,SI1,62.7,55.0,1438,5.07,5.1,3.19 +24047,0.38,Ideal,D,SI2,61.1,56.0,633,4.65,4.71,2.86 +20749,1.5,Premium,E,SI2,62.7,56.0,8988,7.38,7.33,4.61 +27485,2.0,Ideal,F,SI2,62.6,57.0,18172,8.08,8.01,5.04 +7521,1.01,Premium,H,SI2,61.9,60.0,4242,6.43,6.4,3.97 +33114,0.31,Premium,D,VS2,61.7,58.0,816,4.37,4.32,2.68 +17100,1.23,Ideal,I,VS2,62.4,58.0,6817,6.82,6.86,4.27 +26406,1.52,Ideal,D,VS2,62.1,58.0,15922,7.36,7.4,4.58 +7534,0.76,Ideal,D,VS1,62.0,56.0,4243,5.84,5.87,3.63 +53175,0.71,Very Good,G,VS1,64.0,56.0,2630,5.65,5.67,3.62 +40449,0.46,Premium,F,VS1,63.0,57.0,1139,4.93,4.79,3.06 +48618,0.7,Fair,G,SI2,61.5,66.0,1999,5.55,5.6,3.43 +43612,0.34,Good,G,SI1,63.4,57.0,507,4.42,4.45,2.81 +53353,1.0,Good,D,I1,57.8,62.0,2657,6.51,6.47,3.75 +4826,0.9,Premium,F,SI2,61.5,59.0,3704,6.23,6.2,3.82 +33258,0.28,Ideal,F,IF,62.0,53.0,825,4.23,4.29,2.64 +24365,0.4,Very Good,G,SI1,58.3,62.0,636,4.81,4.86,2.82 +3097,0.73,Ideal,D,VS2,61.8,54.0,3319,5.89,5.92,3.65 +38514,0.4,Very Good,G,VVS2,61.1,58.0,1033,4.73,4.76,2.9 +1090,0.59,Ideal,E,VVS2,61.1,57.0,2911,5.39,5.41,3.3 +5889,1.0,Ideal,J,SI1,59.2,62.0,3929,6.47,6.5,3.84 +24225,1.24,Ideal,D,VS1,61.6,55.0,12417,6.92,6.9,4.26 +50482,0.55,Ideal,F,VVS2,62.0,55.0,2268,5.26,5.29,3.27 +30827,0.33,Premium,I,VVS2,62.1,56.0,743,4.45,4.41,2.75 +15738,1.01,Ideal,G,VS2,59.6,59.0,6295,6.52,6.57,3.9 +32488,0.4,Very Good,G,SI1,62.6,55.3,795,4.69,4.71,2.93 +33978,0.41,Very Good,H,VVS2,63.1,58.0,847,4.71,4.74,2.98 +25780,1.82,Premium,H,VS2,61.6,60.0,14749,7.78,7.74,4.78 +18282,1.3,Premium,D,SI1,62.2,58.0,7426,6.93,6.83,4.28 +39260,0.3,Ideal,D,VVS1,61.3,57.0,1069,4.32,4.29,2.64 +319,0.75,Ideal,H,SI1,60.4,57.0,2801,5.93,5.96,3.59 +7662,1.01,Very Good,F,SI2,63.4,54.0,4270,6.42,6.39,4.06 +52652,0.72,Ideal,H,VS2,62.3,52.0,2548,5.76,5.82,3.61 +50439,0.7,Very Good,E,SI2,62.0,59.0,2263,5.61,5.68,3.5 +2764,0.8,Ideal,E,SI2,60.9,57.0,3251,6.0,6.03,3.66 +38662,0.42,Premium,D,SI1,62.1,59.0,1040,4.79,4.77,2.97 +30960,0.32,Very Good,I,VS2,63.0,56.0,449,4.38,4.42,2.77 +30162,0.4,Very Good,D,SI1,60.3,62.0,720,4.7,4.75,2.85 +30258,0.35,Very Good,G,VS1,59.2,60.0,725,4.59,4.64,2.73 +5621,0.9,Fair,E,VS2,65.2,61.0,3875,6.01,5.98,3.91 +33846,0.3,Premium,F,VS1,61.5,59.0,844,4.33,4.31,2.66 +18356,1.04,Ideal,G,VS1,61.8,56.0,7467,6.5,6.52,4.02 +27772,0.32,Ideal,H,VS2,62.8,55.0,648,4.41,4.38,2.76 +4166,0.71,Ideal,E,VS2,61.6,56.0,3553,5.73,5.77,3.54 +10303,1.0,Ideal,E,SI2,61.9,56.0,4760,6.43,6.4,3.97 +3505,0.78,Very Good,F,VS1,60.6,57.0,3401,5.95,6.0,3.62 +51590,0.72,Ideal,H,SI2,61.3,56.0,2393,5.77,5.75,3.53 +44229,0.52,Very Good,H,VS1,63.5,58.0,1572,5.08,5.13,3.24 +35499,0.41,Very Good,F,SI1,63.5,56.0,904,4.75,4.7,3.0 +48274,0.53,Ideal,D,VS2,61.7,55.0,1956,5.23,5.21,3.22 +37568,0.31,Premium,D,VVS2,61.7,58.0,988,4.39,4.33,2.69 +47008,0.75,Good,G,SI2,63.6,58.0,1819,5.75,5.7,3.64 +9280,0.9,Very Good,G,VVS2,63.0,58.0,4565,6.07,6.15,3.85 +2018,0.9,Ideal,I,SI2,62.8,55.0,3104,6.19,6.14,3.87 +48702,0.62,Premium,F,VS2,62.3,60.0,2009,5.46,5.39,3.38 +49347,0.61,Very Good,D,VS1,62.4,57.0,2096,5.44,5.46,3.4 +17031,0.97,Ideal,H,VVS1,60.4,57.0,6801,6.4,6.48,3.89 +23519,1.53,Ideal,F,SI1,61.9,55.0,11525,7.43,7.36,4.58 +50423,0.7,Ideal,F,SI2,62.0,55.0,2259,5.69,5.73,3.54 +282,0.72,Premium,I,IF,63.0,57.0,2795,5.72,5.7,3.6 +9636,0.92,Ideal,H,VS2,60.8,58.0,4639,6.27,6.32,3.83 +4861,1.0,Premium,I,SI2,61.6,59.0,3712,6.34,6.41,3.93 +25901,2.8,Premium,I,SI2,61.1,59.0,15030,9.03,8.98,5.5 +44258,0.51,Ideal,H,VVS2,61.0,57.0,1574,5.22,5.18,3.17 +13082,1.01,Ideal,F,SI1,62.7,55.0,5416,6.45,6.4,4.03 +36349,0.42,Ideal,G,VVS2,62.7,57.0,938,4.73,4.78,2.98 +34025,0.31,Good,G,VVS1,57.5,62.0,849,4.47,4.54,2.59 +29583,0.41,Good,E,SI1,63.1,57.0,705,4.73,4.78,3.0 +11171,1.25,Very Good,I,SI2,61.0,60.0,4950,6.93,6.98,4.24 +20546,1.55,Premium,I,SI1,62.5,60.0,8866,7.33,7.35,4.59 +28403,0.35,Very Good,G,SI1,63.4,56.0,669,4.5,4.46,2.84 +4177,0.9,Premium,F,SI2,61.4,58.0,3556,6.19,6.13,3.78 +23630,1.5,Very Good,H,VVS1,63.8,57.0,11654,7.17,7.21,4.59 +48954,0.7,Very Good,H,SI1,57.7,60.0,2048,5.85,5.9,3.39 +8020,1.05,Ideal,H,SI2,61.2,57.0,4331,6.55,6.62,4.03 +13254,1.18,Premium,I,VS1,62.6,59.0,5477,6.73,6.71,4.21 +30646,0.3,Ideal,F,VVS2,61.1,57.0,736,4.3,4.34,2.64 +7012,1.1,Ideal,J,SI2,60.9,56.0,4157,6.68,6.72,4.08 +1852,0.8,Ideal,F,SI2,61.4,56.0,3064,5.99,5.93,3.66 +39662,0.42,Ideal,G,VS2,61.6,56.0,1087,4.83,4.82,2.97 +22060,1.74,Very Good,H,SI2,62.1,59.0,10086,7.65,7.78,4.79 +17306,1.51,Ideal,D,SI2,61.2,56.0,6934,7.4,7.36,4.52 +17282,1.26,Ideal,F,SI1,60.6,56.0,6922,7.05,6.98,4.25 +11892,1.2,Very Good,H,SI1,63.3,57.0,5114,6.75,6.7,4.26 +28862,0.31,Ideal,G,VS2,61.1,55.0,684,4.39,4.41,2.69 +39939,0.23,Very Good,E,VVS1,62.0,58.0,492,3.92,3.95,2.44 +7671,1.11,Ideal,I,SI1,62.4,55.0,4273,6.6,6.64,4.13 +38194,0.41,Very Good,D,SI1,63.1,59.0,1015,4.71,4.7,2.97 +48857,0.5,Ideal,D,VS1,62.4,53.7,2033,5.08,5.12,3.18 +53531,0.74,Ideal,D,SI2,62.2,57.0,2690,5.78,5.82,3.61 +14547,1.31,Premium,J,SI1,59.6,59.0,5876,7.16,7.13,4.26 +30329,0.36,Premium,F,VS2,60.5,60.0,726,4.55,4.61,2.77 +53409,0.7,Premium,F,VS1,61.7,60.0,2669,5.67,5.64,3.49 +42820,0.4,Ideal,D,VVS1,61.5,55.0,1354,4.78,4.82,2.95 +4386,0.31,Premium,D,SI1,61.2,60.0,571,4.35,4.41,2.68 +8112,1.09,Very Good,H,SI2,60.9,57.0,4349,6.64,6.69,4.06 +10100,1.31,Very Good,G,SI2,63.4,58.0,4714,6.91,6.8,4.35 +32496,0.3,Good,F,IF,58.8,61.0,796,4.35,4.39,2.57 +52091,0.71,Premium,F,SI1,62.3,60.0,2458,5.68,5.65,3.53 +1209,0.95,Premium,G,SI2,58.8,60.0,2937,6.35,6.31,3.72 +15136,1.2,Very Good,F,SI2,62.8,55.0,6085,6.74,6.8,4.25 +24343,1.36,Ideal,F,VVS2,61.6,56.0,12608,7.17,7.08,4.39 +13115,1.02,Premium,E,SI1,62.8,58.0,5429,6.45,6.39,4.03 +51800,0.75,Premium,D,SI2,60.6,56.0,2415,5.94,5.9,3.59 +8806,1.01,Very Good,I,SI1,64.2,55.0,4475,6.28,6.34,4.05 +34550,0.4,Ideal,I,VVS1,62.3,53.7,870,4.72,4.74,2.95 +503,0.7,Premium,E,VS2,62.6,56.0,2822,5.71,5.66,3.56 +27368,0.28,Premium,E,VVS1,61.3,60.0,646,4.18,4.21,2.57 +50658,0.31,Very Good,E,SI1,62.0,58.0,544,4.3,4.35,2.68 +38108,0.36,Premium,E,VS2,61.8,58.0,1013,4.57,4.52,2.81 +33190,0.34,Very Good,G,VVS1,61.7,56.0,819,4.49,4.51,2.78 +39582,0.39,Good,E,VS1,57.8,58.0,1082,4.86,4.9,2.82 +43069,0.62,Very Good,I,VS2,60.7,57.3,1378,5.48,5.52,3.33 +18186,1.22,Very Good,F,SI1,60.5,58.0,7372,6.91,6.97,4.2 +2123,0.77,Ideal,G,VS1,62.4,54.0,3121,5.93,5.89,3.69 +51333,0.7,Very Good,F,VS2,62.6,57.0,2362,5.62,5.69,3.54 +19685,0.27,Premium,H,VVS2,60.7,59.0,623,4.21,4.19,2.55 +30159,0.4,Good,D,SI1,63.5,55.0,720,4.67,4.72,2.98 +17029,1.5,Good,H,SI2,59.8,61.0,6798,7.39,7.49,4.45 +35431,0.32,Ideal,E,VS2,61.8,55.0,900,4.43,4.4,2.73 +20030,0.32,Very Good,J,VS1,60.6,59.0,421,4.42,4.46,2.69 +485,0.73,Premium,E,SI1,62.2,59.0,2821,5.77,5.68,3.56 +48160,0.71,Very Good,G,SI1,61.1,61.0,1942,5.71,5.72,3.49 +4437,1.09,Ideal,J,VS2,62.5,55.0,3615,6.64,6.58,4.13 +28268,0.3,Ideal,I,SI2,62.0,55.0,360,4.32,4.33,2.68 +37004,0.3,Premium,D,VVS2,62.4,58.0,965,4.3,4.26,2.67 +7842,0.91,Very Good,D,SI1,62.8,57.0,4303,6.12,6.17,3.86 +6413,0.74,Fair,D,VVS2,65.4,53.0,4040,5.73,5.71,3.74 +2606,0.72,Ideal,D,VS2,62.7,56.0,3219,5.65,5.71,3.56 +18156,1.05,Ideal,G,VS1,62.2,57.0,7357,6.49,6.51,4.04 +17761,1.22,Very Good,H,VS1,58.9,59.0,7152,6.96,7.02,4.12 +15333,1.19,Very Good,D,SI2,61.1,58.0,6157,6.84,6.88,4.19 +39217,0.43,Ideal,F,VS2,61.1,57.0,1066,4.88,4.91,2.99 +1087,0.9,Ideal,I,SI2,61.9,57.0,2909,6.19,6.13,3.81 +35993,0.42,Ideal,G,VS1,61.2,54.0,921,4.82,4.86,2.96 +13527,1.0,Premium,E,SI1,60.7,59.0,5544,6.41,6.38,3.88 +37093,0.41,Ideal,E,SI1,62.9,56.0,969,4.76,4.72,2.98 +35998,0.42,Premium,G,VS1,62.5,59.0,921,4.72,4.79,2.97 +27881,0.39,Ideal,H,SI1,61.9,55.7,654,4.66,4.71,2.9 +42308,0.41,Ideal,F,VVS1,62.1,57.0,1295,4.75,4.79,2.96 +10200,1.08,Premium,H,SI1,61.7,59.0,4740,6.56,6.6,4.06 +47243,0.62,Premium,G,VS2,60.2,60.0,1841,5.58,5.52,3.34 +3454,0.7,Premium,E,VVS2,61.0,59.0,3389,5.64,5.71,3.5 +10906,1.01,Ideal,I,VS2,61.3,53.0,4887,6.52,6.54,4.0 +47838,0.7,Very Good,J,VS2,62.0,59.0,1907,5.61,5.65,3.49 +47991,0.32,Good,F,SI1,63.2,55.0,533,4.37,4.4,2.77 +24417,2.08,Premium,H,SI2,62.8,60.0,12655,8.12,8.03,5.07 +5438,0.91,Very Good,D,SI2,59.3,60.0,3828,6.28,6.33,3.74 +14485,1.08,Ideal,H,VS2,61.9,54.0,5850,6.64,6.61,4.1 +779,0.83,Premium,E,SI2,59.2,60.0,2859,6.17,6.12,3.64 +14855,1.06,Premium,D,SI1,58.9,61.0,5983,6.69,6.63,3.92 +26414,2.06,Very Good,G,SI2,59.0,58.0,15938,8.3,8.38,4.92 +46218,0.51,Ideal,D,VS1,60.9,57.0,1752,5.17,5.2,3.16 +43804,0.58,Ideal,D,SI2,62.7,56.0,1442,5.32,5.3,3.33 +7803,1.02,Premium,G,SI2,62.5,59.0,4291,6.37,6.42,4.0 +2684,0.9,Very Good,H,SI1,63.2,61.0,3242,6.12,6.03,3.84 +29395,0.31,Good,E,SI1,63.6,57.0,698,4.3,4.28,2.73 +20108,1.5,Good,I,SI1,64.0,60.0,8580,7.13,7.25,4.6 +65,0.42,Premium,I,SI2,61.5,59.0,552,4.78,4.84,2.96 +30820,0.33,Premium,E,SI1,59.1,58.0,743,4.56,4.51,2.68 +14994,1.0,Very Good,D,SI1,61.4,63.0,6040,6.35,6.41,3.92 +12229,1.0,Premium,F,SI1,62.6,60.0,5197,6.3,6.32,3.95 +29782,0.3,Ideal,D,SI1,61.0,56.0,709,4.37,4.35,2.66 +50867,0.71,Ideal,H,SI1,62.7,55.0,2313,5.66,5.7,3.56 +52817,0.71,Very Good,E,SI1,59.3,55.0,2573,5.83,5.9,3.48 +47979,0.37,Ideal,I,SI1,60.7,60.0,532,4.6,4.62,2.8 +15638,1.01,Ideal,G,VS2,61.6,57.0,6271,6.44,6.41,3.96 +43864,0.5,Ideal,G,VS2,62.5,57.0,1449,5.04,5.07,3.16 +24081,1.65,Ideal,H,VVS2,62.1,56.0,12225,7.68,7.65,4.76 +3248,1.28,Ideal,H,I1,61.9,56.0,3355,6.95,6.91,4.29 +15999,1.22,Ideal,F,SI2,62.5,56.2,6401,6.81,6.85,4.27 +53434,0.7,Very Good,F,SI1,62.5,59.0,2672,5.66,5.54,3.5 +53798,0.72,Ideal,E,SI1,61.3,56.0,2731,5.77,5.81,3.55 +44807,0.5,Premium,G,VS1,60.7,60.0,1624,5.09,5.12,3.1 +42918,0.53,Good,F,SI1,63.8,58.0,1363,5.17,5.12,3.28 +51410,0.79,Premium,H,SI2,62.8,57.0,2370,5.91,5.88,3.7 +21224,1.2,Premium,F,VS1,61.6,61.0,9370,6.86,6.81,4.21 +44698,0.54,Ideal,E,VS2,61.3,55.0,1613,5.24,5.26,3.22 +34601,0.27,Very Good,E,VS1,61.9,59.0,470,4.16,4.21,2.59 +47187,0.56,Ideal,G,VS1,60.8,55.0,1837,5.34,5.36,3.25 +27911,0.26,Very Good,F,VVS1,60.6,56.0,657,4.12,4.16,2.51 +7214,1.01,Fair,H,SI1,64.6,55.0,4191,6.29,6.25,4.05 +44128,0.5,Premium,E,VS2,62.1,62.0,1559,5.1,5.08,3.16 +53832,0.72,Ideal,F,SI1,62.0,55.0,2737,5.76,5.78,3.58 +18317,1.01,Very Good,G,VS1,59.3,57.0,7451,6.55,6.6,3.9 +36796,0.34,Ideal,E,VS2,62.5,55.0,956,4.5,4.46,2.8 +43893,0.3,Ideal,D,SI1,61.8,56.0,508,4.31,4.33,2.67 +11681,1.0,Good,E,SI1,64.2,58.0,5061,6.25,6.28,4.02 +46462,0.71,Good,I,SI1,63.6,63.0,1774,5.64,5.61,3.58 +48367,0.56,Very Good,D,VS2,62.8,57.0,1963,5.25,5.29,3.31 +40384,0.53,Good,H,SI1,63.7,55.0,1132,5.12,5.15,3.27 +44543,0.56,Premium,D,SI1,61.0,60.0,1605,5.28,5.25,3.21 +11950,1.01,Very Good,E,SI1,62.8,60.0,5132,6.38,6.39,4.01 +18305,1.02,Ideal,G,VS1,62.4,57.0,7440,6.41,6.43,4.01 +21680,1.16,Ideal,G,VVS1,61.9,55.0,9781,6.75,6.78,4.19 +5144,1.0,Very Good,E,SI2,63.5,56.0,3763,6.37,6.3,4.02 +21288,1.7,Ideal,H,SI2,61.2,56.0,9444,7.71,7.64,4.7 +5048,0.31,Premium,H,SI1,59.0,57.0,573,4.44,4.4,2.61 +5642,0.9,Very Good,I,VS1,62.0,61.0,3880,6.12,6.18,3.81 +40856,0.49,Very Good,D,SI1,58.6,60.0,1174,5.14,5.2,3.03 +41873,0.38,Ideal,D,VVS2,61.5,56.0,1257,4.66,4.64,2.86 +31160,0.41,Very Good,F,SI1,62.9,56.0,755,4.71,4.73,2.97 +344,0.71,Very Good,E,VS2,64.0,57.0,2804,5.66,5.68,3.63 +2391,0.32,Ideal,G,VS2,62.0,57.0,561,4.37,4.4,2.72 +36011,0.39,Very Good,F,SI1,63.3,54.0,921,4.67,4.62,2.94 +47572,0.51,Ideal,G,VVS2,61.1,56.0,1875,5.15,5.19,3.16 +36088,0.44,Premium,I,VVS1,62.5,60.0,926,4.82,4.87,3.03 +42606,0.32,Premium,H,VS2,60.7,60.0,505,4.39,4.41,2.67 +17497,1.01,Premium,D,VS2,62.2,61.0,7032,6.43,6.37,3.98 +3169,1.01,Premium,I,SI1,62.7,58.0,3337,6.4,6.33,3.99 +39651,0.5,Very Good,I,SI1,63.2,57.0,1087,5.07,5.09,3.21 +47524,0.57,Ideal,G,VS1,62.1,56.0,1868,5.31,5.34,3.3 +30950,0.32,Very Good,H,SI1,61.9,59.0,449,4.38,4.41,2.72 +27289,2.0,Very Good,H,SI1,63.3,59.0,17760,8.03,7.96,5.06 +47660,0.23,Very Good,E,VVS1,61.1,60.0,530,3.95,4.01,2.43 +10307,1.02,Very Good,I,VS2,59.3,59.0,4762,6.57,6.62,3.91 +37636,0.4,Ideal,D,SI1,62.1,56.0,990,4.74,4.7,2.93 +29336,0.31,Premium,H,VS1,61.7,61.0,698,4.34,4.31,2.67 +24529,1.64,Premium,F,SI1,61.3,58.0,12821,7.65,7.59,4.67 +13327,1.01,Good,D,SI1,57.6,60.0,5501,6.59,6.64,3.81 +49915,0.5,Good,E,VVS2,58.9,61.0,2183,5.18,5.2,3.06 +53607,0.71,Ideal,I,IF,61.7,59.0,2701,5.7,5.74,3.53 +8141,0.9,Premium,H,VVS2,60.3,61.0,4355,6.25,6.22,3.76 +2879,0.7,Good,E,VS1,61.3,62.0,3277,5.64,5.72,3.48 +34431,0.3,Ideal,G,IF,62.1,53.0,863,4.3,4.33,2.68 +43489,0.58,Ideal,H,SI1,60.9,57.0,1421,5.38,5.33,3.26 +3213,0.7,Ideal,F,VVS1,62.2,55.0,3348,5.69,5.66,3.53 +32864,0.32,Ideal,D,VS2,61.5,55.0,808,4.43,4.45,2.73 +44625,0.57,Very Good,G,VS2,62.1,57.0,1608,5.27,5.3,3.28 +50050,0.78,Premium,F,SI2,62.8,56.0,2200,5.9,5.86,3.69 +52604,0.71,Ideal,G,VS2,62.5,56.0,2543,5.67,5.72,3.56 +13840,1.23,Premium,F,SI1,62.5,58.0,5641,6.83,6.76,4.25 +14587,0.9,Very Good,E,VS2,61.3,58.0,5887,6.16,6.23,3.8 +42611,0.32,Ideal,H,VS2,62.1,56.0,505,4.37,4.42,2.73 +29787,0.3,Ideal,D,SI1,61.9,54.0,709,4.34,4.32,2.68 +16379,0.29,Very Good,F,VVS1,59.8,61.0,609,4.31,4.35,2.59 +50765,0.71,Premium,I,VS2,59.3,59.0,2300,5.89,5.81,3.47 +8296,0.9,Premium,E,VS2,58.0,61.0,4385,6.45,6.34,3.71 +37239,0.4,Premium,E,VS2,62.5,58.0,975,4.73,4.65,2.93 +21682,1.2,Ideal,G,VVS1,62.8,56.0,9784,6.75,6.73,4.23 +3204,0.97,Premium,H,SI2,58.8,58.0,3346,6.44,6.41,3.78 +27543,1.93,Ideal,F,SI1,59.5,60.0,18306,8.1,8.13,4.83 +42144,0.5,Very Good,E,SI1,60.7,59.0,1281,5.09,5.13,3.1 +48855,0.82,Good,J,SI1,57.4,59.0,2033,6.19,6.25,3.57 +231,0.72,Very Good,F,VS2,63.0,54.0,2784,5.69,5.73,3.6 +37920,0.41,Ideal,F,VS1,62.3,55.0,1007,4.77,4.79,2.98 +658,0.7,Very Good,E,VS2,58.9,60.0,2845,5.83,5.85,3.44 +27355,2.57,Premium,D,SI2,58.9,58.0,17924,8.99,8.94,5.28 +43013,0.53,Very Good,F,SI1,61.7,55.0,1370,5.22,5.24,3.23 +45814,0.53,Premium,F,VS2,61.6,57.1,1712,5.15,5.21,3.19 +42561,0.42,Ideal,D,VVS2,62.1,55.0,1326,4.79,4.81,2.98 +15128,1.02,Good,G,VS2,63.8,59.0,6080,6.34,6.27,4.02 +40336,0.51,Good,H,VS2,61.8,65.0,1128,5.07,5.02,3.12 +9932,1.11,Premium,G,SI2,58.8,59.0,4692,6.8,6.76,3.99 +7458,0.96,Good,G,SI1,57.6,59.0,4234,6.53,6.56,3.77 +47541,0.58,Very Good,G,VVS2,62.1,58.0,1872,5.35,5.4,3.34 +3577,0.71,Very Good,D,VS1,62.0,61.0,3420,5.71,5.74,3.55 +25221,2.0,Premium,I,SI2,60.7,61.0,13820,8.09,8.03,4.89 +14533,1.24,Ideal,J,VS1,61.6,57.0,5866,6.89,6.93,4.26 +23235,2.36,Ideal,I,SI2,60.8,54.0,11238,8.68,8.57,5.24 +37297,0.39,Ideal,G,VVS1,62.0,56.0,978,4.66,4.7,2.9 +20542,1.15,Premium,G,VVS1,60.8,58.0,8863,6.74,6.77,4.11 +7749,0.61,Ideal,D,VVS1,62.1,56.0,4279,5.46,5.43,3.38 +18498,1.04,Very Good,F,VS1,63.2,57.0,7534,6.44,6.41,4.06 +33812,0.4,Premium,I,VVS1,59.5,59.0,842,4.76,4.79,2.84 +49260,0.71,Ideal,D,SI2,62.5,57.0,2088,5.7,5.73,3.57 +23968,1.28,Premium,E,VS1,60.8,60.0,12100,7.03,6.98,4.26 +4006,0.9,Very Good,F,SI2,60.3,57.0,3519,6.27,6.34,3.8 +44055,0.52,Very Good,F,VS2,61.9,59.0,1550,5.11,5.14,3.17 +10540,1.0,Ideal,E,SI2,62.9,55.0,4808,6.38,6.41,4.02 +44500,0.51,Ideal,G,VS1,61.6,54.0,1599,5.16,5.19,3.19 +12384,0.35,Ideal,I,VVS2,61.5,55.0,598,4.53,4.57,2.8 +10922,1.2,Very Good,J,SI1,61.3,59.0,4891,6.83,6.9,4.21 +388,0.7,Very Good,F,VS2,59.5,58.0,2812,5.75,5.85,3.45 +37258,0.31,Ideal,G,VVS1,62.8,57.0,977,4.33,4.3,2.71 +41222,0.43,Ideal,G,VVS1,61.4,55.0,1207,4.86,4.91,3.0 +42864,0.52,Ideal,I,VS1,61.5,56.0,1357,5.19,5.16,3.18 +19379,0.4,Good,E,SI2,63.5,56.0,622,4.68,4.71,2.98 +20129,1.04,Ideal,G,VVS2,62.5,55.0,8590,6.53,6.47,4.06 +37473,0.42,Premium,G,VS1,60.8,59.0,984,4.85,4.79,2.93 +49754,0.72,Very Good,F,SI2,60.4,59.0,2158,5.8,5.83,3.51 +18121,1.13,Fair,F,VS1,64.5,55.0,7335,6.62,6.56,4.25 +2480,0.9,Good,J,VVS2,57.4,61.0,3193,6.42,6.37,3.67 +50353,0.71,Very Good,H,SI1,62.9,58.0,2246,5.62,5.66,3.55 +13916,1.29,Premium,I,VS1,61.1,58.0,5664,7.03,6.98,4.28 +31171,0.41,Premium,F,SI1,61.0,60.0,755,4.77,4.81,2.92 +22596,1.5,Ideal,I,VVS2,61.7,55.0,10646,7.32,7.39,4.54 +47973,0.3,Ideal,I,VVS2,62.3,53.7,532,4.29,4.32,2.68 +40834,0.55,Very Good,J,VS2,61.7,54.0,1172,5.29,5.34,3.28 +31348,0.27,Ideal,F,VVS1,62.5,56.0,760,4.1,4.14,2.57 +124,0.7,Fair,F,VS2,64.5,57.0,2762,5.57,5.53,3.58 +44425,0.55,Ideal,H,VS1,61.9,55.0,1588,5.25,5.28,3.26 +18754,1.01,Good,E,VS1,63.8,55.0,7665,6.41,6.32,4.06 +11987,1.09,Ideal,F,SI2,61.6,55.0,5143,6.59,6.65,4.08 +16412,1.5,Good,G,SI2,63.6,58.0,6552,7.19,7.09,4.54 +3451,0.9,Very Good,H,SI1,63.2,59.0,3388,6.08,6.14,3.86 +33460,0.32,Premium,G,VS1,62.8,58.0,828,4.39,4.34,2.74 +31372,0.44,Ideal,F,SI1,61.4,56.0,761,4.89,4.94,3.02 +29028,0.31,Ideal,H,VVS1,61.9,55.0,687,4.38,4.41,2.72 +5887,1.01,Premium,E,SI2,59.4,59.0,3928,6.51,6.49,3.86 +14557,1.0,Ideal,D,SI1,60.6,56.0,5880,6.54,6.5,3.95 +29934,0.34,Premium,G,VS2,59.6,62.0,714,4.56,4.54,2.71 +16255,1.2,Ideal,G,SI1,61.2,56.0,6502,6.92,6.84,4.21 +21385,0.34,Premium,D,SI1,61.2,58.0,626,4.47,4.49,2.74 +44732,0.56,Ideal,H,VS1,61.8,55.0,1616,5.3,5.34,3.29 +15448,1.03,Premium,E,VS2,62.5,59.0,6183,6.44,6.42,4.02 +36212,0.36,Premium,G,VS1,59.7,56.0,932,4.67,4.64,2.78 +20143,1.51,Premium,H,SI2,60.2,59.0,8598,7.43,7.33,4.44 +14875,1.21,Very Good,H,SI2,61.1,55.7,5989,6.87,6.92,4.21 +15031,0.3,Ideal,G,VS1,61.7,57.0,605,4.3,4.32,2.66 +50128,0.51,Ideal,E,VVS2,62.8,56.0,2211,5.13,5.15,3.23 +27588,1.74,Very Good,F,VS2,62.0,57.0,18430,7.65,7.7,4.76 +49588,0.7,Premium,E,SI2,62.0,55.0,2135,5.65,5.61,3.49 +20673,1.3,Ideal,H,VVS2,61.5,55.0,8954,7.07,7.03,4.34 +2034,0.9,Good,H,SI2,64.1,58.0,3105,6.05,6.02,3.87 +37760,0.44,Premium,E,SI1,62.3,58.0,998,4.88,4.85,3.03 +2117,0.7,Ideal,F,SI1,61.2,55.0,3119,5.74,5.76,3.52 +29752,0.39,Very Good,G,SI1,61.7,59.4,709,4.65,4.7,2.88 +44228,0.61,Very Good,I,VS2,62.4,57.0,1572,5.4,5.43,3.38 +30567,0.31,Ideal,D,VS2,62.1,54.0,734,4.34,4.36,2.7 +27641,2.09,Premium,H,SI1,61.1,56.0,18559,8.3,8.23,5.05 +33329,0.38,Ideal,F,SI2,60.6,56.0,827,4.73,4.7,2.86 +12698,0.38,Ideal,D,SI2,62.0,53.0,599,4.68,4.71,2.91 +41253,0.3,Very Good,F,SI1,62.8,56.0,500,4.24,4.26,2.67 +39653,0.37,Ideal,E,VS1,61.4,55.0,1087,4.62,4.66,2.85 +9483,1.02,Ideal,H,VS2,62.3,54.0,4604,6.48,6.39,4.01 +19472,1.26,Ideal,H,SI1,61.6,56.0,8110,6.88,6.93,4.26 +22391,1.35,Premium,G,VS1,61.0,59.0,10415,7.15,7.09,4.34 +51251,0.72,Ideal,E,SI2,62.4,57.0,2355,5.73,5.77,3.59 +46899,0.56,Ideal,D,SI1,61.4,57.0,1814,5.34,5.31,3.27 +47480,0.6,Ideal,G,VS2,62.0,54.0,1861,5.43,5.47,3.38 +47221,0.5,Premium,F,VS1,62.0,58.0,1838,5.1,5.03,3.14 +36145,0.33,Ideal,E,VS2,62.3,55.0,928,4.46,4.43,2.77 +8792,1.03,Ideal,G,SI2,62.1,57.0,4470,6.44,6.42,3.99 +34011,0.34,Ideal,F,VVS2,61.3,56.0,848,4.52,4.56,2.78 +43733,0.51,Ideal,E,SI1,61.5,55.0,1438,5.16,5.18,3.18 +43401,0.59,Very Good,G,SI1,63.0,57.0,1412,5.35,5.38,3.38 +917,0.84,Ideal,G,SI2,61.0,56.0,2879,6.13,6.1,3.73 +45177,0.5,Ideal,E,VS2,60.6,59.0,1655,5.1,5.2,3.12 +27744,2.0,Premium,I,VS1,60.8,59.0,18795,8.13,8.02,4.91 +22713,1.78,Very Good,D,SI2,63.4,60.0,10730,7.67,7.61,4.85 +10294,1.02,Fair,H,SI1,65.5,60.0,4758,6.29,6.22,4.1 +16432,1.24,Premium,G,SI1,60.5,58.0,6562,7.1,7.05,4.13 +51567,0.7,Good,I,VS1,63.1,57.0,2390,5.59,5.67,3.55 +22109,1.0,Premium,E,VVS1,60.3,54.0,10134,6.59,6.47,3.94 +32803,0.34,Ideal,E,VS1,61.2,57.0,805,4.45,4.51,2.74 +48553,0.55,Ideal,D,VS1,61.7,55.0,1990,5.26,5.25,3.24 +15127,1.32,Very Good,J,VS2,62.1,57.0,6079,7.01,7.04,4.36 +35867,0.41,Good,H,VS2,64.1,57.0,917,4.72,4.64,3.0 +53321,0.8,Very Good,F,SI2,61.5,56.0,2652,5.93,5.98,3.66 +6667,0.92,Premium,D,SI2,62.4,58.0,4096,6.19,6.18,3.86 +43868,0.5,Ideal,H,VS1,60.5,57.0,1449,5.15,5.19,3.13 +49711,0.53,Premium,D,VS1,59.2,60.0,2147,5.37,5.31,3.16 +42344,0.57,Ideal,F,SI1,61.6,56.0,1299,5.33,5.36,3.29 +11948,1.01,Good,E,SI1,63.4,60.0,5132,6.3,6.34,4.01 +17616,1.01,Very Good,E,VS2,60.4,60.0,7094,6.47,6.44,3.9 +23101,2.09,Ideal,G,SI2,62.5,57.0,11119,8.21,8.14,5.11 +28721,0.31,Ideal,E,VS2,61.8,55.0,680,4.35,4.39,2.7 +19443,1.06,Ideal,G,VS1,61.3,57.0,8093,6.53,6.56,4.01 +11208,1.01,Premium,H,VS2,61.2,59.0,4959,6.45,6.47,3.95 +24272,1.52,Premium,G,VVS1,62.7,59.0,12498,7.32,7.35,4.6 +38629,0.31,Ideal,H,VS2,61.5,57.0,489,4.33,4.38,2.68 +21809,1.03,Ideal,F,VVS1,61.3,54.0,9881,6.56,6.62,4.04 +44815,0.5,Ideal,G,VS1,62.0,55.0,1624,5.05,5.11,3.15 +48745,0.71,Good,D,SI2,56.6,63.0,2015,5.9,5.76,3.3 +42681,0.58,Very Good,G,VS2,63.2,58.0,1336,5.36,5.28,3.36 +33894,0.3,Premium,E,VS2,61.9,61.0,844,4.32,4.28,2.66 +14713,0.3,Premium,G,VS1,61.9,59.0,605,4.28,4.32,2.66 +40939,0.23,Very Good,D,VVS2,59.6,61.0,499,3.99,4.03,2.39 +35839,0.35,Ideal,E,VVS1,61.3,56.0,916,4.52,4.55,2.78 +32969,0.32,Good,H,SI1,63.7,55.0,461,4.3,4.33,2.75 +6098,1.0,Fair,F,SI2,59.3,66.0,3975,6.44,6.51,3.84 +23367,0.31,Ideal,I,VS1,61.7,55.0,424,4.36,4.39,2.7 +35284,0.3,Premium,J,VS2,62.2,58.0,473,4.3,4.28,2.67 +41856,0.61,Premium,G,SI1,60.8,60.0,1255,5.42,5.42,3.31 +31483,0.34,Premium,G,VS2,60.3,59.0,765,4.53,4.49,2.72 +45634,0.25,Very Good,G,VVS1,61.7,56.0,525,4.07,4.09,2.51 +10348,1.21,Premium,J,SI1,59.9,60.0,4770,6.89,6.86,4.12 +29808,0.3,Very Good,D,SI1,63.4,56.0,709,4.29,4.26,2.71 +26928,2.07,Premium,E,SI1,61.2,58.0,16957,8.24,8.19,5.03 +9735,1.0,Fair,F,VS2,68.4,58.0,4656,5.97,6.1,4.13 +36053,0.31,Premium,G,IF,61.4,59.0,924,4.34,4.39,2.68 +53632,0.3,Ideal,D,SI1,61.0,54.0,552,4.34,4.35,2.65 +12174,1.01,Ideal,I,VS1,61.1,54.0,5182,6.46,6.48,3.95 +48669,0.61,Ideal,F,VS2,62.4,55.0,2002,5.42,5.45,3.39 +15332,1.51,Fair,I,SI2,66.0,57.0,6156,7.14,7.0,4.7 +30917,0.34,Premium,E,VS2,61.1,60.0,745,4.45,4.48,2.73 +12378,0.26,Good,E,IF,59.6,61.0,597,4.13,4.16,2.47 +26875,2.21,Premium,F,SI1,62.1,59.0,16804,8.33,8.26,5.15 +25676,2.3,Very Good,I,SI2,60.6,60.0,14603,8.51,8.56,5.17 +31572,0.31,Very Good,F,VVS1,60.7,58.0,767,4.36,4.4,2.66 +50767,0.75,Ideal,J,VS1,62.9,57.0,2300,5.74,5.81,3.63 +31676,0.26,Ideal,F,VVS1,61.6,57.0,769,4.1,4.08,2.52 +31142,0.38,Very Good,G,SI1,62.1,54.0,755,4.64,4.67,2.9 +42029,0.38,Ideal,E,VVS1,62.6,56.0,1267,4.6,4.64,2.89 +3415,0.31,Ideal,F,SI1,61.2,55.0,568,4.37,4.4,2.68 +10802,1.06,Premium,F,SI1,62.4,58.0,4862,6.56,6.51,4.07 +13009,1.21,Good,H,SI1,63.8,64.0,5407,6.72,6.63,4.26 +20621,1.23,Premium,G,VS1,61.3,58.0,8919,6.89,6.87,4.22 +46560,0.51,Premium,G,VS1,62.3,59.0,1781,5.12,5.06,3.17 +457,0.71,Premium,E,SI1,59.2,59.0,2817,5.86,5.83,3.46 +31523,0.34,Ideal,E,SI1,62.1,55.0,765,4.51,4.47,2.79 +38203,0.51,Ideal,H,SI2,62.1,55.0,1016,5.12,5.14,3.18 +18616,1.07,Premium,G,VVS2,61.6,57.0,7593,6.59,6.55,4.05 +40093,0.33,Premium,G,VVS1,60.4,59.0,1114,4.47,4.44,2.69 +46123,0.72,Ideal,F,SI2,62.0,57.0,1743,5.68,5.64,3.51 +31238,0.42,Ideal,D,SI1,61.9,55.0,756,4.79,4.84,2.98 +10405,0.31,Good,D,SI2,63.7,58.0,593,4.3,4.27,2.73 +17757,0.92,Very Good,D,VVS2,62.8,58.0,7150,6.11,6.22,3.87 +14372,0.3,Good,H,VVS2,63.6,55.0,605,4.24,4.28,2.71 +47623,0.55,Premium,E,VS2,61.5,56.0,1881,5.28,5.25,3.24 +9526,0.9,Good,F,VS2,64.3,57.0,4617,6.07,6.09,3.91 +29967,0.31,Good,H,SI1,63.6,57.0,446,4.32,4.33,2.75 +17415,1.51,Very Good,J,SI1,63.5,58.0,6976,7.29,7.24,4.61 +32501,0.33,Premium,G,VS1,61.6,57.0,797,4.51,4.42,2.75 +4776,1.03,Ideal,G,SI2,60.4,56.0,3692,6.56,6.53,3.95 +7191,0.9,Very Good,D,SI1,63.4,53.0,4187,6.1,6.17,3.89 +34330,0.41,Ideal,G,SI1,62.2,56.0,861,4.77,4.75,2.96 +9415,1.01,Good,G,SI1,63.6,57.0,4588,6.33,6.37,4.04 +41984,0.51,Ideal,D,SI2,59.8,55.0,1264,5.17,5.23,3.11 +47141,0.51,Premium,E,VS1,61.3,58.0,1831,5.14,5.17,3.16 +43208,0.54,Ideal,G,SI1,61.5,55.1,1395,5.25,5.27,3.23 +13963,1.24,Ideal,H,VS2,61.4,57.0,5683,6.92,6.88,4.24 +39277,0.34,Ideal,H,SI1,60.7,56.0,490,4.52,4.58,2.76 +25598,1.58,Premium,G,VS1,62.4,60.0,14451,7.46,7.38,4.63 +6100,0.91,Premium,G,SI1,62.6,58.0,3975,6.17,6.14,3.85 +42070,0.5,Premium,D,SI1,62.2,58.0,1272,5.08,5.12,3.17 +46829,0.58,Ideal,F,VS2,60.6,56.0,1809,5.41,5.44,3.29 +18314,1.39,Premium,E,SI2,62.7,58.0,7445,7.11,6.99,4.42 +7848,1.01,Very Good,F,SI2,59.1,57.0,4304,6.57,6.62,3.9 +52125,0.91,Premium,E,I1,59.6,59.0,2464,6.29,6.32,3.76 +13677,1.02,Very Good,H,VS1,62.8,59.0,5598,6.34,6.47,4.02 +22982,1.44,Premium,G,VS2,59.5,61.0,11032,7.38,7.3,4.37 +20579,1.0,Premium,E,VVS2,61.6,59.0,8888,6.42,6.46,3.97 +7535,1.02,Ideal,H,SI2,60.5,56.0,4243,6.53,6.57,3.96 +28324,0.33,Very Good,G,VS1,62.0,59.0,666,4.36,4.42,2.72 +34284,0.23,Very Good,F,VVS2,58.1,63.0,468,4.04,4.08,2.36 +11731,1.44,Very Good,E,I1,61.1,62.0,5068,7.15,7.23,4.39 +35380,0.41,Premium,G,VS1,61.9,58.0,899,4.75,4.78,2.95 +11323,1.06,Ideal,G,SI2,62.1,58.0,4987,6.49,6.53,4.04 +14099,1.2,Premium,H,SI1,62.4,58.0,5718,6.76,6.79,4.23 +9063,1.2,Ideal,J,SI2,62.5,57.0,4516,6.8,6.74,4.23 +37906,0.41,Ideal,D,VS2,61.9,56.0,1007,4.77,4.8,2.96 +33710,0.34,Ideal,D,VS1,61.1,55.0,838,4.52,4.55,2.77 +45228,0.7,Ideal,J,VS1,61.6,57.0,1657,5.72,5.77,3.54 +52635,0.27,Very Good,F,VVS2,61.3,62.0,552,4.15,4.2,2.56 +46216,0.55,Ideal,G,VS2,61.6,55.0,1752,5.31,5.25,3.25 +21956,1.51,Premium,G,SI1,62.0,58.0,10020,7.31,7.26,4.52 +782,0.6,Ideal,E,VVS2,61.9,54.9,2860,5.41,5.44,3.35 +39561,0.45,Fair,F,VS2,64.3,59.0,1080,4.8,4.75,3.07 +27106,1.61,Ideal,F,VS1,62.0,55.0,17256,7.52,7.55,4.67 +7588,0.91,Premium,E,SI1,62.1,58.0,4256,6.18,6.15,3.83 +42997,0.55,Ideal,F,SI1,61.0,58.0,1368,5.25,5.28,3.21 +17216,1.0,Very Good,F,VS1,62.1,60.0,6883,6.33,6.42,3.96 +32547,0.27,Ideal,D,VVS1,61.9,57.0,799,4.18,4.15,2.58 +48514,0.58,Ideal,E,VS2,61.1,57.0,1984,5.41,5.39,3.3 +3466,0.91,Premium,G,SI1,58.0,59.0,3392,6.45,6.38,3.72 +26893,2.0,Very Good,H,SI1,63.3,59.0,16872,8.02,8.0,5.07 +20077,1.0,Very Good,F,VVS2,60.0,62.0,8553,6.43,6.46,3.87 +43077,0.44,Ideal,G,IF,61.3,55.0,1378,4.91,4.95,3.02 +24086,1.51,Premium,G,VS2,59.2,61.0,12229,7.48,7.44,4.42 +2562,0.71,Ideal,G,VVS1,62.6,56.0,3210,5.65,5.69,3.55 +13891,1.23,Premium,G,VS2,61.6,58.0,5654,6.91,6.85,4.24 +53630,0.35,Premium,I,VS1,61.8,58.0,552,4.5,4.53,2.79 +18653,1.53,Ideal,H,SI2,62.5,57.0,7617,7.36,7.39,4.61 +12396,1.13,Ideal,F,SI2,61.8,57.0,5232,6.71,6.68,4.14 +25864,2.08,Premium,I,SI2,62.3,58.0,14947,8.18,8.13,5.08 +42379,0.51,Very Good,E,SI1,63.1,56.0,1305,5.07,5.1,3.21 +45906,0.78,Good,G,SI2,57.9,63.0,1720,6.05,6.0,3.49 +21049,0.31,Ideal,G,VS1,62.4,55.0,625,4.33,4.35,2.71 +28045,0.33,Very Good,D,VS2,62.9,54.0,660,4.4,4.44,2.78 +4280,1.0,Good,H,SI2,63.9,55.0,3584,6.41,6.34,4.07 +28994,0.34,Ideal,F,VS2,61.0,57.0,686,4.48,4.5,2.74 +32086,0.33,Ideal,D,VS2,61.9,53.0,781,4.46,4.49,2.77 +53557,0.76,Ideal,F,SI2,61.5,55.0,2694,5.87,5.9,3.62 +20311,1.06,Ideal,G,VVS2,61.4,57.0,8726,6.52,6.55,4.01 +36283,0.34,Premium,E,SI2,61.5,58.0,477,4.49,4.52,2.77 +20661,1.0,Very Good,F,VVS2,63.0,59.0,8950,6.33,6.36,4.0 +43667,0.5,Very Good,D,SI1,60.8,63.0,1436,5.1,5.13,3.11 +15771,1.5,Good,J,SI2,63.6,58.0,6306,7.18,7.25,4.59 +21309,1.51,Very Good,H,SI1,58.5,59.0,9464,7.48,7.6,4.41 +26570,2.4,Ideal,J,SI1,60.6,57.0,16274,8.62,8.76,5.26 +28050,0.38,Very Good,F,SI1,61.5,54.0,660,4.69,4.71,2.89 +31479,0.34,Ideal,H,VS1,62.7,57.0,765,4.48,4.45,2.8 +51920,0.7,Very Good,F,VS2,60.5,58.0,2437,5.78,5.83,3.51 +25927,2.0,Very Good,I,SI1,62.9,59.2,15081,7.95,8.08,5.05 +33848,0.3,Premium,E,VS2,61.7,61.0,844,4.31,4.28,2.65 +32407,0.37,Ideal,F,SI1,62.4,54.0,791,4.63,4.6,2.88 +26637,2.0,Ideal,I,SI1,61.4,57.0,16407,8.05,8.11,4.96 +25,0.31,Very Good,J,SI1,58.1,62.0,353,4.44,4.47,2.59 +22560,1.43,Premium,G,VS2,62.2,58.0,10609,7.18,7.15,4.46 +35890,0.32,Ideal,G,IF,61.4,55.0,918,4.42,4.44,2.72 +24142,2.1,Premium,J,SI2,62.0,62.0,12308,8.23,8.17,5.08 +39313,0.33,Premium,E,VS1,61.0,55.0,1069,4.51,4.47,2.74 +33788,0.4,Premium,I,VVS1,60.8,58.0,842,4.76,4.78,2.9 +30733,0.25,Ideal,F,IF,62.3,54.0,739,4.06,4.09,2.54 +17075,1.05,Very Good,F,VS2,62.8,57.0,6808,6.45,6.48,4.06 +29001,0.34,Ideal,F,VS2,62.5,55.0,686,4.48,4.51,2.81 +49651,0.7,Premium,F,SI2,59.6,60.0,2139,5.77,5.71,3.42 +26926,2.01,Very Good,E,SI1,60.8,59.0,16956,8.14,8.2,4.97 +20613,1.14,Very Good,F,VVS2,63.3,56.0,8912,6.56,6.71,4.2 +40029,0.5,Ideal,I,VS2,62.4,55.0,1110,5.09,5.11,3.18 +45410,0.51,Ideal,H,VS1,62.0,56.0,1668,5.14,5.17,3.2 +33589,0.41,Fair,G,VVS2,64.7,56.0,833,4.68,4.72,3.04 +20986,1.0,Very Good,F,VVS1,62.5,57.0,9201,6.31,6.36,3.96 +16374,0.33,Very Good,I,VVS1,62.5,61.0,608,4.38,4.42,2.75 +38642,0.34,Fair,F,VVS1,55.2,59.0,1040,4.72,4.77,2.62 +10439,0.91,Very Good,F,SI1,62.3,58.0,4785,6.14,6.19,3.84 +14039,1.02,Good,G,VS1,57.3,59.0,5706,6.71,6.65,3.83 +19744,1.22,Ideal,G,VS1,61.3,56.0,8313,6.93,6.88,4.23 +22237,1.5,Good,H,VS2,61.2,61.0,10291,7.25,7.32,4.46 +36542,0.4,Premium,F,SI1,62.3,57.0,945,4.74,4.67,2.93 +31849,0.36,Ideal,D,VS2,62.0,54.0,776,4.6,4.62,2.86 +13496,0.7,Ideal,D,VVS2,61.4,56.0,5539,5.72,5.75,3.53 +14020,1.01,Premium,D,SI1,61.6,62.0,5701,6.44,6.38,3.95 +45846,0.5,Good,G,VVS2,63.4,57.0,1715,5.06,5.1,3.22 +19437,1.03,Very Good,F,VS1,62.8,54.1,8089,6.39,6.48,4.05 +50438,0.72,Premium,I,SI1,61.5,59.0,2262,5.78,5.73,3.54 +23199,1.52,Ideal,H,VS2,60.7,56.0,11206,7.49,7.41,4.52 +29601,0.35,Very Good,H,VVS2,63.0,55.0,706,4.48,4.5,2.83 +16691,0.31,Ideal,H,SI1,61.3,57.0,421,4.36,4.38,2.68 +21687,1.2,Ideal,G,VVS2,62.5,54.4,9785,6.75,6.82,4.24 +42011,0.51,Premium,E,SI2,61.8,58.0,1265,5.11,5.08,3.15 +52438,0.63,Ideal,E,VS2,60.8,57.0,2513,5.53,5.55,3.37 +33381,0.41,Premium,I,VVS2,62.1,58.0,827,4.76,4.78,2.96 +45295,0.51,Ideal,E,VS2,61.9,57.0,1662,5.12,5.09,3.16 +44399,0.5,Premium,G,VS1,60.9,59.0,1583,5.14,5.11,3.12 +284,0.72,Premium,G,VS2,62.9,57.0,2795,5.73,5.65,3.58 +20459,1.53,Premium,G,SI2,61.3,59.0,8799,7.49,7.43,4.57 +35838,0.3,Ideal,E,VVS1,62.0,57.0,916,4.27,4.31,2.66 +40126,0.41,Ideal,F,VVS2,61.2,56.0,1115,4.78,4.8,2.93 +24167,1.37,Ideal,G,VVS1,62.6,55.0,12342,7.07,7.12,4.44 +51422,0.75,Premium,E,SI2,63.0,58.0,2372,5.78,5.71,3.62 +45279,0.56,Ideal,G,VS2,60.9,56.0,1662,5.34,5.36,3.26 +41284,0.43,Premium,E,VS1,62.3,58.0,1209,4.82,4.78,2.99 +33480,0.32,Ideal,F,VS2,61.6,55.0,828,4.43,4.4,2.72 +28448,0.31,Ideal,H,VVS1,60.9,56.0,671,4.4,4.42,2.69 +42975,0.41,Premium,E,VVS1,62.2,58.0,1367,4.75,4.77,2.96 +21835,1.5,Ideal,I,VS1,61.3,57.0,9900,7.32,7.35,4.5 +41918,0.57,Good,D,SI2,63.8,57.0,1262,5.24,5.26,3.35 +44973,0.32,Ideal,H,VS2,60.9,56.0,523,4.42,4.44,2.7 +10285,1.11,Ideal,G,SI2,60.5,56.0,4755,6.71,6.67,4.05 +12605,1.01,Premium,G,VS2,60.9,55.0,5288,6.5,6.48,3.95 +5095,1.03,Very Good,G,SI2,63.0,60.0,3755,6.35,6.39,4.01 +519,0.74,Good,E,VS1,63.1,58.0,2824,5.73,5.75,3.62 +39807,0.38,Ideal,F,VVS1,61.9,55.0,1096,4.67,4.7,2.9 +8645,1.06,Ideal,H,SI2,62.8,57.0,4452,6.57,6.49,4.1 +52073,0.81,Ideal,J,VS2,62.1,56.0,2455,5.94,5.97,3.7 +49680,0.53,Ideal,E,VS1,60.1,57.0,2143,5.25,5.31,3.17 +13659,1.01,Ideal,E,SI1,61.6,59.0,5590,6.43,6.4,3.95 +16269,1.21,Premium,D,SI2,62.5,57.0,6505,6.79,6.71,4.22 +6313,1.13,Premium,F,SI2,58.3,61.0,4025,6.88,6.78,3.98 +24823,2.09,Premium,J,SI2,60.0,60.0,13212,8.37,8.32,5.01 +27541,2.24,Ideal,I,SI1,60.5,59.0,18299,8.45,8.5,5.13 +35461,0.33,Premium,F,VVS2,62.3,60.0,901,4.43,4.4,2.75 +31713,0.42,Ideal,I,VS1,61.5,55.0,771,4.83,4.86,2.98 +8607,1.2,Very Good,G,SI2,61.8,60.0,4443,6.78,6.85,4.21 +46981,0.57,Premium,F,VS1,61.3,54.0,1815,5.41,5.35,3.3 +22133,1.5,Ideal,I,VS1,62.0,54.0,10164,7.32,7.38,4.56 +50667,0.31,Ideal,G,VS2,61.8,57.0,544,4.34,4.36,2.69 +24495,2.23,Premium,J,SI2,60.5,61.0,12770,8.47,8.4,5.1 +16020,1.08,Ideal,H,VS2,60.3,57.0,6411,6.67,6.7,4.03 +35192,0.31,Ideal,G,IF,61.7,54.0,891,4.38,4.4,2.71 +32940,0.37,Ideal,E,VS2,62.5,56.0,811,4.58,4.61,2.87 +53342,0.84,Very Good,F,SI2,62.8,57.0,2656,5.99,6.04,3.78 +47207,0.5,Ideal,G,VVS2,62.1,55.0,1838,5.05,5.09,3.15 +6825,1.01,Ideal,H,SI2,62.8,56.0,4119,6.38,6.45,4.03 +21946,1.21,Premium,F,VS1,62.6,59.0,10018,6.81,6.76,4.25 +49169,0.62,Ideal,F,VS1,62.3,56.0,2073,5.43,5.46,3.39 +36094,0.5,Good,F,SI2,57.7,62.0,926,5.22,5.18,3.0 +40440,0.7,Fair,G,I1,65.3,59.0,1138,5.5,5.47,3.58 +46467,0.53,Ideal,H,VVS1,62.2,56.0,1775,5.16,5.2,3.22 +25769,2.43,Premium,I,SI2,62.2,60.0,14727,8.59,8.53,5.33 +3171,0.99,Fair,I,SI1,60.7,66.0,3337,6.42,6.34,3.87 +30992,0.37,Premium,F,VS2,59.8,59.0,746,4.63,4.66,2.78 +22210,1.14,Premium,E,VVS2,59.7,58.0,10258,6.83,6.91,4.1 +17999,1.21,Very Good,H,VS1,62.0,58.0,7279,6.76,6.91,4.24 +50038,0.71,Fair,D,SI2,64.6,60.0,2198,5.62,5.59,3.62 +53708,0.72,Premium,D,SI1,61.8,58.0,2718,5.81,5.75,3.57 +47639,0.51,Ideal,D,VS2,61.5,55.0,1882,5.18,5.13,3.17 +44215,0.52,Ideal,E,VS2,62.2,55.0,1571,5.16,5.22,3.23 +548,0.75,Premium,E,SI2,61.9,57.0,2829,5.88,5.82,3.62 +513,0.71,Premium,E,VS2,62.3,58.0,2823,5.71,5.66,3.54 +50212,0.7,Good,E,SI2,57.5,58.0,2229,5.8,5.85,3.35 +16329,1.08,Premium,G,VS2,62.4,57.0,6532,6.56,6.49,4.07 +30906,0.32,Ideal,E,VS1,61.7,56.0,745,4.41,4.44,2.73 +50015,0.7,Premium,F,SI1,60.4,58.0,2196,5.76,5.82,3.5 +13545,0.96,Very Good,D,SI1,59.9,58.0,5548,6.4,6.46,3.85 +47050,0.54,Ideal,F,VS2,61.1,57.0,1820,5.3,5.27,3.23 +38417,0.3,Ideal,G,IF,62.4,55.0,1025,4.32,4.3,2.69 +7794,0.9,Very Good,D,SI1,62.1,60.0,4289,6.11,6.19,3.82 +37087,0.41,Premium,E,SI1,60.5,61.0,969,4.8,4.78,2.9 +22699,0.35,Premium,H,SI1,61.0,62.0,630,4.56,4.52,2.77 +2284,0.77,Very Good,D,SI1,58.6,59.0,3160,6.0,6.04,3.53 +7667,1.01,Very Good,G,SI1,63.5,60.0,4271,6.41,6.38,3.92 +42637,0.58,Ideal,F,SI2,62.0,57.0,1332,5.35,5.32,3.31 +19107,1.51,Good,F,SI2,62.9,55.0,7875,7.22,7.28,4.56 +10660,1.2,Premium,H,VS1,61.7,59.0,4838,6.78,6.74,4.17 +21340,1.52,Ideal,I,VS1,61.4,57.0,9483,7.42,7.38,4.54 +25643,2.15,Ideal,I,SI1,62.5,57.0,14534,8.2,8.16,5.11 +24042,0.38,Premium,I,VS2,61.8,59.0,633,4.61,4.64,2.86 +42263,0.32,Premium,F,VVS1,60.7,58.0,1294,4.43,4.4,2.68 +40657,0.5,Very Good,E,SI2,61.7,58.0,1154,5.06,5.12,3.14 +13917,1.19,Premium,I,SI1,62.1,59.0,5664,6.84,6.78,4.23 +20038,0.3,Very Good,E,SI2,61.7,61.0,421,4.28,4.31,2.65 +19227,1.01,Premium,E,VS1,62.0,59.0,7964,6.42,6.38,3.97 +46244,0.53,Ideal,F,VS2,61.5,55.0,1753,5.27,5.2,3.22 +51369,0.73,Premium,I,VS2,59.7,59.0,2365,5.94,5.81,3.51 +28806,0.33,Ideal,E,VS2,62.4,54.0,682,4.44,4.47,2.78 +25349,1.52,Very Good,F,VS2,62.7,59.0,14066,7.3,7.33,4.59 +11784,1.09,Fair,H,SI1,64.4,60.0,5085,6.49,6.42,4.16 +11613,1.02,Ideal,H,SI1,61.7,57.0,5047,6.45,6.48,3.99 +44943,0.55,Ideal,G,VS2,60.1,55.0,1634,5.33,5.37,3.22 +3461,0.9,Very Good,G,SI2,61.2,57.0,3391,6.19,6.23,3.8 +31512,0.34,Premium,G,VS2,61.2,62.0,765,4.48,4.44,2.73 +1695,0.92,Fair,I,VS2,64.4,58.0,3033,6.13,6.1,3.94 +39333,0.34,Ideal,F,VVS2,59.1,57.0,1071,4.66,4.61,2.74 +3472,0.83,Premium,F,VS2,62.0,59.0,3393,6.0,5.96,3.71 +18247,1.01,Very Good,G,VVS1,63.1,59.0,7412,6.42,6.33,4.02 +33041,0.32,Ideal,G,VVS1,62.2,53.0,814,4.42,4.45,2.76 +42642,0.5,Ideal,F,SI1,61.5,55.0,1332,5.16,5.12,3.16 +5189,0.83,Ideal,E,SI1,61.6,56.0,3775,6.03,6.05,3.72 +18909,1.52,Very Good,J,SI1,59.9,57.0,7759,7.45,7.47,4.47 +24395,2.18,Premium,H,SI2,59.4,61.0,12631,8.49,8.45,0.0 +14396,0.3,Good,H,VVS2,63.4,57.0,605,4.21,4.24,2.68 +28152,0.3,Ideal,H,VVS1,62.2,57.0,665,4.28,4.31,2.67 +50812,0.54,Ideal,D,VS2,61.6,55.0,2307,5.25,5.27,3.24 +47131,0.52,Ideal,G,VVS1,62.1,56.0,1829,5.15,5.17,3.2 +36156,0.33,Ideal,E,VS2,62.3,57.0,928,4.43,4.37,2.74 +21171,1.7,Premium,F,SI2,58.5,60.0,9330,7.87,7.8,4.58 +20397,0.31,Premium,H,VVS2,62.4,59.0,625,4.31,4.35,2.7 +5834,0.9,Good,G,VS2,62.9,62.0,3918,6.02,6.06,3.8 +5552,0.9,Premium,E,SI2,60.4,59.0,3856,6.24,6.21,3.76 +21817,1.31,Ideal,G,VS1,62.2,56.0,9891,7.01,7.05,4.37 +47937,0.56,Ideal,E,VS2,62.6,57.0,1915,5.29,5.26,3.3 +23418,1.83,Ideal,J,VS2,62.0,56.0,11406,7.84,7.9,4.88 +35340,0.42,Premium,H,SI1,60.9,58.0,898,4.85,4.84,2.95 +45775,0.54,Very Good,I,IF,58.8,61.0,1708,5.29,5.35,3.13 +10309,0.99,Ideal,I,SI1,61.8,57.0,4763,6.4,6.42,3.96 +31427,0.3,Ideal,H,IF,60.8,56.0,764,4.36,4.39,2.66 +40840,0.5,Premium,F,SI2,61.4,61.0,1172,5.14,5.09,3.14 +12175,1.18,Ideal,H,SI2,61.2,57.0,5182,6.81,6.86,4.18 +15588,1.5,Fair,H,SI2,64.6,59.0,6250,7.2,7.11,4.62 +45226,0.54,Very Good,F,VS1,60.0,61.0,1657,5.31,5.26,3.17 +31161,0.41,Very Good,E,SI1,62.4,55.0,755,4.74,4.78,2.97 +22896,1.56,Ideal,D,SI1,62.2,58.0,10934,7.37,7.42,4.6 +43619,0.28,Ideal,G,VS2,62.1,56.0,508,4.19,4.23,2.61 +38300,0.28,Ideal,D,VS2,62.4,57.0,487,4.16,4.2,2.61 +7464,0.9,Good,F,VS2,63.6,59.0,4234,6.11,6.06,3.87 +10945,1.01,Good,F,SI1,63.5,59.0,4899,6.29,6.38,4.02 +30307,0.41,Very Good,E,SI1,61.0,61.0,725,4.74,4.77,2.9 +9550,1.0,Very Good,E,SI2,62.4,57.0,4620,6.33,6.4,3.97 +47901,0.76,Good,I,SI1,64.1,59.0,1914,5.73,5.75,3.68 +43729,0.51,Ideal,H,VS1,61.1,56.0,1438,5.11,5.16,3.14 +26188,1.3,Ideal,D,VVS1,61.6,55.7,15535,6.98,7.02,4.31 +4277,0.76,Ideal,E,SI1,61.3,55.0,3584,5.87,5.91,3.61 +8889,0.94,Very Good,G,VS2,62.9,58.6,4488,6.1,6.25,3.89 +29859,0.3,Ideal,D,VS2,61.3,57.0,710,4.32,4.36,2.66 +42494,0.47,Very Good,E,VS2,62.6,57.0,1320,4.92,4.95,3.09 +28598,0.3,Very Good,G,VS2,63.1,56.0,675,4.28,4.25,2.69 +29996,0.43,Premium,E,SI2,60.8,58.0,716,4.86,4.88,2.96 +32450,0.43,Ideal,E,SI1,62.3,57.0,792,4.78,4.82,2.99 +14110,1.31,Premium,H,VS1,62.1,58.0,5722,6.98,6.97,4.33 +38475,0.42,Ideal,F,VS1,61.0,57.0,1031,4.84,4.87,2.96 +18835,1.03,Premium,D,VS2,62.9,59.0,7718,6.43,6.38,4.03 +21657,1.22,Ideal,F,VS1,61.5,56.0,9756,6.89,6.84,4.22 +27538,2.01,Ideal,H,SI1,62.1,55.0,18295,8.12,8.07,5.03 +52035,0.71,Premium,I,VVS2,61.9,60.0,2450,5.75,5.69,3.54 +15138,1.19,Very Good,H,VS2,61.1,58.0,6086,6.81,6.83,4.17 +41725,0.41,Ideal,H,IF,62.9,54.0,1243,4.74,4.71,2.97 +9059,0.34,Ideal,I,SI1,62.3,55.0,589,4.47,4.42,2.77 +43047,0.54,Premium,E,SI1,62.2,61.0,1375,5.24,5.15,3.23 +50140,0.71,Good,I,VS2,64.3,63.0,2214,5.63,5.56,3.6 +38182,0.41,Premium,D,SI1,59.6,59.0,1015,4.85,4.82,2.88 +12237,1.01,Good,G,VS2,63.1,55.0,5199,6.36,6.38,4.02 +35128,0.37,Premium,E,VS2,61.0,59.0,888,4.65,4.6,2.82 +6135,0.92,Very Good,G,SI1,62.5,60.0,3986,6.19,6.26,3.89 +8231,0.73,Ideal,D,VVS2,61.3,56.0,4372,5.79,5.82,3.56 +34581,0.43,Premium,F,SI2,60.5,59.0,871,4.91,4.88,2.96 +49742,0.7,Premium,H,SI1,62.0,58.0,2155,5.65,5.71,3.52 +35369,0.38,Premium,F,SI1,60.4,58.0,898,4.72,4.68,2.84 +1568,0.73,Ideal,H,VVS1,61.6,57.0,3005,5.81,5.78,3.57 +21433,1.76,Ideal,I,SI2,61.2,55.0,9540,7.76,7.79,4.76 +38845,0.37,Ideal,D,VS2,61.1,56.0,1050,4.64,4.66,2.84 +7965,1.09,Very Good,D,SI2,59.2,63.0,4322,6.71,6.67,3.96 +51968,0.3,Ideal,G,SI1,62.0,55.0,545,4.28,4.3,2.66 +12184,1.21,Premium,I,SI2,62.7,55.0,5184,6.84,6.79,4.27 +12360,1.11,Ideal,G,SI2,60.7,59.0,5231,6.72,6.76,4.09 +43109,0.54,Ideal,F,SI1,61.3,55.0,1385,5.23,5.27,3.22 +42695,0.54,Very Good,H,VS2,62.6,58.0,1338,5.16,5.19,3.24 +1368,0.71,Ideal,I,VS1,61.3,57.0,2965,5.73,5.76,3.52 +49335,0.7,Very Good,G,SI1,62.2,58.0,2095,5.63,5.66,3.51 +52751,0.7,Ideal,E,SI2,62.2,56.0,2560,5.67,5.64,3.52 +49399,0.5,Very Good,E,VVS2,62.6,59.0,2105,5.02,5.05,3.15 +8910,0.9,Very Good,F,VS2,61.7,57.0,4493,6.17,6.21,3.82 +42950,0.3,Ideal,J,VS1,59.7,57.0,506,4.4,4.37,2.62 +49740,0.7,Very Good,F,SI1,60.5,56.0,2155,5.73,5.8,3.49 +45992,0.7,Fair,J,SI1,63.0,57.0,1723,5.55,5.6,3.51 +33254,0.32,Ideal,E,VS1,61.8,56.0,825,4.4,4.43,2.73 +7995,0.92,Very Good,D,SI2,61.6,58.0,4327,6.19,6.22,3.82 +53721,0.83,Ideal,H,SI1,62.4,57.0,2720,6.03,5.98,3.75 +38842,0.39,Fair,E,VS2,65.4,57.0,1049,4.61,4.54,2.99 +17401,1.2,Good,E,SI1,64.0,61.0,6969,6.61,6.67,4.25 +43716,0.61,Fair,I,VS2,57.4,60.9,1437,5.6,5.65,3.23 +29160,0.33,Premium,H,VS1,62.4,60.0,693,4.42,4.39,2.75 +37752,0.38,Ideal,F,VS1,62.4,54.0,998,4.68,4.64,2.91 +46427,0.59,Premium,F,VS2,61.5,58.0,1769,5.45,5.41,3.34 +52101,0.55,Ideal,D,VS2,60.2,56.0,2459,5.33,5.38,3.22 +10905,1.21,Very Good,G,SI2,58.9,61.0,4887,6.91,6.98,4.09 +8234,1.12,Premium,I,SI1,61.1,59.0,4373,6.66,6.69,4.08 +11753,1.16,Ideal,G,SI2,61.6,55.0,5078,6.78,6.8,4.18 +16086,1.01,Premium,E,VS2,62.1,58.0,6425,6.42,6.34,3.96 +14677,1.02,Good,G,VS2,63.6,57.0,5922,6.41,6.38,4.07 +4797,0.75,Ideal,D,VS1,62.4,54.0,3696,5.86,5.84,3.65 +382,0.8,Good,G,SI1,62.7,57.0,2810,5.84,5.93,3.69 +15388,0.29,Very Good,G,VVS1,61.5,57.0,607,4.24,4.27,2.62 +23725,0.25,Very Good,F,VVS1,62.9,55.0,633,4.04,4.06,2.55 +1463,0.7,Good,D,SI1,61.3,61.0,2980,5.63,5.69,3.47 +44001,0.3,Good,G,SI2,63.7,54.0,394,4.23,4.25,2.7 +50775,0.51,Ideal,E,VVS2,62.5,57.0,2301,5.06,5.12,3.18 +14782,1.21,Ideal,H,SI1,62.4,56.0,5948,6.85,6.8,4.26 +3727,0.3,Good,D,VS2,63.1,58.0,568,4.26,4.3,2.7 +40984,0.5,Ideal,E,SI2,62.8,55.0,1181,5.08,5.05,3.18 +26419,1.7,Ideal,G,VS2,61.3,57.0,15941,7.67,7.6,4.68 +19734,1.52,Premium,G,SI2,60.9,57.0,8299,7.5,7.44,4.55 +21084,1.41,Good,H,VS2,63.8,60.0,9254,7.12,7.04,4.52 +32927,0.42,Ideal,D,SI1,62.3,57.0,810,4.77,4.8,2.98 +27218,2.19,Premium,H,SI2,61.7,58.0,17554,8.38,8.28,5.14 +2637,0.71,Ideal,H,VS1,60.8,57.0,3229,5.74,5.79,3.51 +32718,0.31,Premium,F,VS2,61.3,59.0,802,4.34,4.31,2.65 +40472,0.38,Premium,D,VS1,61.9,60.0,1140,4.66,4.62,2.87 +27905,0.42,Very Good,D,SI2,62.9,55.0,656,4.78,4.82,3.02 +26417,1.7,Premium,G,VS2,60.3,60.0,15941,7.72,7.64,4.63 +40674,0.5,Fair,H,VS1,66.5,60.0,1155,4.93,4.85,3.25 +31378,0.31,Ideal,F,VVS2,61.2,56.0,761,4.37,4.39,2.68 +50856,0.7,Very Good,E,SI1,60.3,60.0,2312,5.77,5.81,3.49 +53648,0.71,Ideal,E,SI1,59.9,56.0,2704,5.86,5.8,3.49 +35410,0.32,Ideal,E,VS2,62.3,56.0,900,4.41,4.38,2.74 +11733,1.01,Ideal,E,SI1,62.2,56.0,5068,6.43,6.4,3.99 +15522,1.02,Premium,F,VS2,62.7,59.0,6220,6.41,6.44,4.03 +3701,1.0,Premium,E,SI2,62.9,61.0,3450,6.3,6.23,3.94 +32655,0.31,Premium,H,VVS2,62.3,60.0,802,4.36,4.31,2.7 +37576,0.46,Ideal,G,SI1,61.4,56.0,990,4.97,4.99,3.06 +45358,0.67,Good,D,SI2,64.7,55.0,1664,5.5,5.54,3.57 +31824,0.41,Premium,E,SI1,60.4,59.0,775,4.8,4.75,2.88 +37928,0.3,Good,H,SI2,63.9,57.0,485,4.27,4.24,2.72 +26751,1.51,Premium,F,VS1,60.0,60.0,16551,7.42,7.39,4.44 +10752,0.99,Very Good,F,SI2,61.2,56.0,4852,6.4,6.45,3.93 +19713,1.51,Fair,F,SI2,61.8,66.0,8287,7.18,7.16,4.43 +49064,0.7,Good,F,SI1,63.1,64.0,2058,5.58,5.61,3.53 +4849,0.71,Ideal,F,VS1,61.5,56.0,3710,5.72,5.76,3.53 +7313,1.07,Premium,I,SI2,59.7,59.0,4206,6.68,6.63,3.97 +14996,1.07,Ideal,G,VS2,62.2,57.0,6040,6.55,6.5,4.06 +50512,0.71,Premium,E,SI2,61.8,57.0,2271,5.73,5.67,3.52 +11364,1.1,Very Good,G,SI1,62.3,58.0,4997,6.55,6.61,4.1 +22988,1.56,Very Good,H,VS2,63.1,60.0,11039,7.43,7.34,4.66 +7030,1.02,Good,G,SI2,59.9,58.0,4159,6.48,6.55,3.9 +4025,0.73,Ideal,F,VVS2,61.7,54.0,3524,5.76,5.82,3.57 +49329,0.7,Fair,D,SI1,66.0,56.0,2093,5.45,5.52,3.62 +43427,0.53,Very Good,E,SI1,59.7,59.0,1415,5.27,5.29,3.15 +36525,0.4,Premium,F,SI1,62.8,59.0,945,4.72,4.71,2.96 +47676,0.51,Premium,D,VS2,61.1,59.0,1882,5.16,5.12,3.14 +32239,0.31,Ideal,G,VVS1,62.1,53.0,789,4.36,4.4,2.72 +44023,0.51,Ideal,E,SI1,62.8,56.0,1546,5.15,5.07,3.21 +7284,1.25,Premium,J,SI1,62.0,61.0,4200,6.86,6.84,4.25 +4997,0.58,Ideal,D,VVS1,62.2,56.0,3741,5.34,5.36,3.33 +21683,1.56,Good,F,SI2,57.5,58.0,9784,7.82,7.67,4.45 +53283,0.3,Very Good,D,SI1,62.6,56.0,552,4.24,4.29,2.67 +4671,0.76,Ideal,G,VVS1,62.0,54.7,3671,5.83,5.87,3.62 +22518,1.21,Ideal,E,VS2,61.8,53.0,10556,6.86,6.9,4.25 +15681,1.01,Good,F,VS2,62.1,58.0,6288,6.28,6.35,3.92 +50674,0.7,Ideal,I,SI1,62.6,54.0,2287,5.63,5.71,3.55 +22071,1.57,Ideal,I,VS2,61.5,56.0,10093,7.56,7.49,4.63 +11253,1.01,Ideal,F,SI1,62.5,56.0,4969,6.38,6.42,4.0 +8601,1.03,Good,D,SI1,64.3,58.0,4441,6.31,6.28,4.05 +48372,0.74,Ideal,J,SI1,61.7,56.0,1963,5.81,5.85,3.6 +6777,1.05,Very Good,H,SI2,63.8,58.0,4112,6.38,6.45,4.09 +40492,0.42,Ideal,F,VVS2,60.6,57.0,1142,4.82,4.85,2.93 +8558,1.01,Ideal,E,SI2,62.1,56.0,4434,6.43,6.39,3.98 +2170,0.74,Premium,E,VS1,60.0,57.0,3133,5.94,5.89,3.55 +35919,0.43,Ideal,H,SI1,62.5,57.0,919,4.84,4.79,3.01 +9189,0.93,Ideal,G,SI1,62.0,56.0,4546,6.22,6.26,3.87 +50813,0.81,Ideal,J,SI1,62.0,56.0,2307,6.0,6.03,3.73 +26654,1.53,Premium,G,VVS1,60.6,58.0,16451,7.45,7.49,4.53 +20894,1.5,Good,G,SI2,63.1,57.0,9116,7.25,7.29,4.59 +9077,1.2,Very Good,G,SI1,63.4,55.0,4520,6.72,6.65,4.24 +2047,0.32,Ideal,I,VVS2,62.6,54.0,561,4.37,4.41,2.75 +37380,0.4,Ideal,G,VVS2,62.4,56.0,982,4.64,4.68,2.91 +25304,1.71,Very Good,E,SI1,63.4,56.0,13970,7.58,7.5,4.78 +51288,0.71,Ideal,H,SI2,62.2,55.0,2360,5.72,5.7,3.55 +51433,0.73,Very Good,D,SI2,60.3,60.0,2374,5.82,5.89,3.53 +37134,0.33,Ideal,G,VVS1,61.0,56.0,971,4.49,4.52,2.75 +18946,1.21,Ideal,H,IF,61.0,57.0,7789,6.79,6.89,4.17 +8575,1.0,Fair,E,SI1,65.1,61.0,4435,6.15,6.08,3.98 +43810,0.51,Ideal,G,VS2,62.0,56.0,1443,5.18,5.11,3.19 +4860,1.16,Premium,D,I1,61.8,59.0,3711,6.78,6.74,4.18 +18302,1.34,Premium,D,SI2,61.5,58.0,7438,7.07,7.04,4.34 +5291,0.91,Ideal,E,SI2,62.2,57.0,3800,6.2,6.24,3.87 +30113,0.32,Premium,G,VS2,60.5,58.0,720,4.42,4.41,2.67 +48900,0.68,Premium,G,VS2,61.7,57.0,2040,5.67,5.65,3.49 +50444,0.58,Ideal,F,VVS2,61.8,56.0,2263,5.37,5.41,3.33 +53723,0.78,Very Good,G,SI1,63.3,56.0,2721,5.83,5.86,3.7 +18376,0.38,Ideal,J,VS2,61.4,57.0,617,4.65,4.68,2.87 +49174,0.7,Good,G,SI1,63.5,61.0,2074,5.61,5.64,3.57 +21413,1.23,Ideal,G,VVS2,61.0,55.0,9525,6.93,6.95,4.23 +26471,1.5,Very Good,F,VS2,59.1,59.0,16048,7.45,7.48,4.41 +32472,0.37,Premium,D,VS2,60.5,59.0,794,4.66,4.69,2.83 +52967,0.24,Ideal,F,VVS2,61.1,57.0,552,4.03,4.06,2.47 +9378,0.32,Very Good,I,VVS1,63.0,58.0,589,4.32,4.38,2.74 +44375,0.4,Premium,E,IF,61.3,58.0,1580,4.77,4.73,2.91 +18488,1.01,Ideal,E,VS1,62.7,55.0,7528,6.4,6.45,4.03 +24519,2.04,Fair,E,SI2,65.4,55.0,12799,7.87,7.93,5.17 +44515,0.52,Ideal,D,SI1,61.5,55.0,1600,5.19,5.22,3.2 +35478,0.39,Ideal,F,VS1,61.3,56.0,902,4.7,4.72,2.89 +39980,0.41,Ideal,I,VVS1,61.3,56.0,1107,4.85,4.8,2.96 +6748,0.33,Very Good,E,SI1,60.3,60.0,579,4.47,4.49,2.7 +4123,0.71,Ideal,D,VS2,59.9,57.0,3540,5.8,5.83,3.48 +1226,0.7,Very Good,F,VVS2,62.6,59.0,2940,5.6,5.64,3.52 +24046,0.38,Very Good,H,SI1,61.2,62.0,633,4.62,4.66,2.84 +21693,0.34,Ideal,I,VVS1,61.8,56.0,626,4.47,4.5,2.77 +37375,0.4,Ideal,D,VS2,61.3,57.0,982,4.75,4.77,2.92 +22886,1.5,Very Good,E,SI1,59.3,56.0,10929,7.43,7.51,4.43 +31115,0.42,Very Good,H,SI1,61.1,57.0,754,4.84,4.87,2.96 +29615,0.27,Very Good,G,VS1,61.9,56.0,439,4.13,4.16,2.56 +33983,0.39,Good,F,VS1,62.8,61.0,847,4.63,4.67,2.92 +30972,0.39,Ideal,J,VS2,61.4,57.0,746,4.72,4.66,2.88 +32873,0.38,Good,D,VS2,64.1,55.0,809,4.58,4.62,2.95 +31295,0.32,Very Good,D,VS2,62.5,57.0,758,4.34,4.39,2.73 +45931,0.61,Very Good,E,SI1,60.1,59.0,1721,5.48,5.51,3.3 +51593,0.7,Very Good,H,VS1,61.5,58.0,2394,5.66,5.72,3.5 +25388,2.0,Very Good,G,SI2,64.0,58.0,14074,7.86,7.95,5.06 +11455,0.8,Ideal,E,VS1,61.8,56.0,5007,5.92,5.96,3.67 +35116,0.3,Ideal,F,IF,61.8,56.0,886,4.31,4.33,2.67 +25010,2.0,Good,J,VS2,58.0,62.0,13542,8.17,8.25,4.76 +46804,0.7,Fair,D,SI2,65.5,57.0,1806,5.56,5.43,3.6 +28314,0.32,Ideal,I,SI1,62.4,57.0,432,4.35,4.37,2.72 +14925,1.02,Very Good,F,VS2,63.3,58.0,6007,6.36,6.38,4.03 +49987,0.7,Good,F,SI1,57.9,63.0,2190,5.8,5.84,3.37 +7218,1.01,Premium,H,SI1,58.8,62.0,4191,6.59,6.54,3.86 +53590,0.71,Ideal,F,SI1,61.3,57.0,2699,5.72,5.79,3.53 +16741,1.01,Premium,E,VS2,62.0,59.0,6666,6.44,6.46,4.0 +40452,0.76,Fair,H,I1,64.5,57.0,1140,5.79,5.76,3.73 +14459,1.06,Ideal,F,SI1,61.9,57.0,5834,6.57,6.54,4.06 +42942,0.3,Premium,F,SI2,61.3,58.0,506,4.33,4.28,2.64 +714,1.02,Fair,I,SI1,53.0,63.0,2856,6.84,6.77,3.66 +6889,0.9,Premium,D,SI2,61.2,62.0,4133,6.22,6.07,3.76 +21203,1.57,Ideal,J,VVS2,61.4,57.0,9346,7.45,7.5,4.59 +30593,0.31,Ideal,E,VS1,61.7,56.0,734,4.37,4.41,2.71 +587,0.72,Ideal,E,VS2,62.8,57.0,2835,5.71,5.73,3.59 +3736,0.35,Ideal,J,IF,61.8,53.0,569,4.58,4.61,2.84 +24596,1.53,Ideal,G,VS2,62.8,57.0,12907,7.48,7.43,4.63 +27051,0.42,Good,F,SI2,64.1,56.0,646,4.76,4.72,3.04 +49982,0.6,Ideal,E,VS2,61.2,56.0,2189,5.45,5.44,3.33 +10734,0.33,Premium,I,VS2,62.0,60.0,594,4.46,4.41,2.75 +37102,0.41,Very Good,E,SI1,63.5,57.0,969,4.73,4.69,2.99 +28031,0.3,Ideal,E,VS2,62.1,55.0,658,4.3,4.33,2.68 +26596,1.54,Ideal,G,VVS1,60.8,57.0,16316,7.49,7.45,4.54 +53735,0.77,Premium,E,SI2,61.3,55.0,2723,5.9,5.85,3.6 +50814,0.7,Good,E,SI2,63.7,61.0,2307,5.64,5.6,3.58 +52772,0.8,Very Good,F,SI2,59.7,56.0,2564,6.05,6.11,3.63 +32129,0.41,Good,I,SI1,63.8,57.0,784,4.7,4.67,2.99 +50616,0.24,Good,F,VS1,62.5,60.0,399,3.96,3.98,2.48 +26432,3.4,Fair,D,I1,66.8,52.0,15964,9.42,9.34,6.27 +17278,1.12,Ideal,G,VS1,62.3,57.0,6918,6.59,6.64,4.12 +52327,0.73,Ideal,I,VVS2,62.3,55.0,2496,5.76,5.77,3.59 +27463,2.12,Very Good,H,SI1,60.7,55.0,18118,8.28,8.36,5.05 +48909,0.54,Ideal,G,VVS1,61.3,56.0,2041,5.25,5.27,3.23 +17395,0.32,Ideal,D,SI2,62.8,57.0,612,4.38,4.35,2.74 +1071,0.31,Premium,I,VS2,60.7,61.0,558,4.34,4.32,2.63 +24153,2.17,Premium,G,SI2,62.2,62.0,12321,8.32,8.24,5.15 +50309,0.31,Ideal,E,SI1,62.4,57.0,544,4.31,4.34,2.7 +41178,0.4,Premium,G,VVS1,62.3,58.0,1200,4.72,4.66,2.92 +7085,0.9,Good,E,SI1,63.1,61.0,4165,6.14,6.18,3.89 +1258,0.7,Ideal,H,VVS1,61.2,57.0,2947,5.69,5.72,3.49 +21608,1.51,Very Good,I,VS1,60.5,60.0,9704,7.42,7.46,4.5 +48976,0.34,Ideal,H,VS2,62.5,54.0,537,4.49,4.54,2.82 +23329,1.51,Premium,F,SI1,62.2,58.0,11374,7.32,7.27,4.54 +5101,1.01,Good,J,SI2,59.5,62.0,3756,6.42,6.46,3.83 +50498,0.6,Very Good,F,VS2,60.8,56.0,2270,5.45,5.48,3.32 +6341,1.0,Fair,E,SI2,57.3,62.0,4032,6.54,6.59,3.76 +53148,0.73,Very Good,I,VVS1,61.9,57.0,2623,5.75,5.79,3.57 +13876,1.13,Premium,H,VS2,62.0,57.0,5650,6.68,6.62,4.12 +8274,0.9,Very Good,D,SI1,61.2,60.0,4381,6.14,6.19,3.77 +16885,1.01,Very Good,D,VS2,62.9,58.0,6738,6.35,6.41,4.01 +22778,1.01,Very Good,D,VVS2,63.0,56.0,10800,6.35,6.41,4.02 +12862,1.11,Good,J,IF,58.3,62.0,5361,6.77,6.84,3.97 +873,0.72,Very Good,E,VS2,58.3,57.0,2872,5.89,5.94,3.45 +4753,1.02,Premium,F,SI2,62.5,58.0,3686,6.4,6.47,4.02 +40531,0.7,Fair,I,I1,68.6,57.0,1147,5.46,5.34,3.71 +18583,1.52,Ideal,I,SI2,61.3,60.0,7582,7.33,7.39,4.51 +5749,0.76,Premium,D,VS1,60.6,58.0,3894,5.95,5.89,3.59 +31981,0.3,Premium,F,VS2,61.1,59.0,776,4.32,4.29,2.63 +30378,0.3,Ideal,E,VS1,61.6,57.0,729,4.3,4.33,2.66 +23321,1.55,Good,H,VS2,61.0,61.0,11364,7.42,7.47,4.54 +37937,0.26,Very Good,G,VVS2,62.2,56.0,486,4.09,4.12,2.55 +30371,0.36,Ideal,H,VS2,62.1,55.0,729,4.58,4.57,2.84 +19948,1.5,Good,E,SI2,64.5,58.0,8492,7.06,7.11,4.57 +18759,1.2,Good,F,VS2,63.8,60.0,7666,6.6,6.65,4.23 +14893,1.22,Premium,H,SI1,62.4,58.0,5997,6.82,6.77,4.24 +8154,1.06,Good,F,SI2,62.2,61.0,4357,6.47,6.53,4.04 +33319,0.35,Ideal,D,SI1,60.8,55.0,827,4.59,4.56,2.78 +42852,0.41,Ideal,D,VVS2,62.3,57.0,1356,4.76,4.74,2.96 +42902,0.59,Good,F,SI1,59.1,58.0,1361,5.46,5.5,3.24 +30136,0.32,Premium,G,VS2,61.5,58.0,720,4.4,4.35,2.69 +36572,0.72,Premium,J,I1,62.9,59.0,945,5.8,5.63,3.58 +288,0.81,Very Good,E,SI1,60.3,60.0,2797,6.07,6.1,3.67 +17974,1.73,Premium,I,SI2,61.1,62.0,7270,7.64,7.54,4.64 +23597,1.5,Premium,F,SI1,62.2,58.0,11613,7.36,7.34,4.57 +35990,0.42,Very Good,G,VS1,60.6,58.0,921,4.82,4.95,2.96 +29889,0.3,Ideal,D,VS2,62.0,56.0,710,4.33,4.35,2.69 +18089,1.39,Premium,E,SI2,62.7,58.0,7311,6.99,7.11,4.42 +19755,1.2,Ideal,G,VS2,59.9,61.0,8321,6.85,6.88,4.11 +1359,0.9,Good,F,SI2,64.2,62.0,2964,6.08,6.0,3.88 +51302,0.31,Premium,E,SI1,59.3,59.0,544,4.42,4.48,2.64 +14295,1.01,Premium,G,VS2,62.4,59.0,5787,6.45,6.41,4.01 +10277,1.0,Very Good,D,SI2,62.8,58.0,4753,6.33,6.37,3.99 +27564,2.32,Very Good,I,SI1,63.2,59.0,18371,8.55,8.44,5.37 +27061,1.57,Premium,E,VS1,61.4,58.0,17175,7.44,7.48,4.58 +18202,1.52,Fair,H,SI2,64.9,58.0,7388,7.23,7.19,4.68 +35103,0.3,Ideal,F,IF,61.6,58.0,886,4.28,4.32,2.65 +42555,0.42,Premium,F,VVS1,60.5,58.0,1326,4.81,4.84,2.92 +52574,0.9,Fair,I,SI2,65.3,57.0,2536,5.98,5.93,3.89 +10220,1.0,Ideal,E,SI2,61.8,57.0,4743,6.39,6.43,3.96 +32219,0.31,Ideal,G,VVS1,62.5,54.0,789,4.36,4.38,2.73 +49607,0.74,Very Good,H,SI2,63.1,55.0,2138,5.72,5.78,3.63 +33866,0.3,Ideal,E,VS2,61.8,55.0,844,4.35,4.33,2.68 +39046,0.52,Very Good,F,SI2,62.3,60.0,1057,5.1,5.13,3.19 +8866,0.92,Fair,E,SI1,66.8,55.0,4482,6.04,5.99,4.02 +11774,1.21,Premium,H,SI2,61.1,60.0,5082,6.91,6.86,4.21 +46623,0.3,Ideal,H,VS1,61.6,55.0,526,4.27,4.3,2.64 +40577,0.52,Ideal,I,VS2,61.8,54.0,1152,5.16,5.2,3.2 +10102,0.9,Very Good,F,VS2,63.2,57.0,4715,6.12,6.07,3.85 +41679,0.5,Ideal,E,SI2,62.5,57.0,1240,5.07,5.04,3.16 +16444,1.26,Very Good,I,VS1,61.8,61.0,6566,6.9,6.95,4.28 +27097,2.01,Premium,D,SI2,61.8,59.0,17235,8.15,8.07,5.01 +28330,0.33,Ideal,F,VS2,61.9,55.0,666,4.43,4.46,2.75 +41903,0.52,Very Good,F,SI1,60.0,58.0,1261,5.21,5.26,3.14 +51023,0.74,Premium,F,SI2,61.4,57.0,2328,5.82,5.8,3.57 +47768,0.55,Premium,D,VS2,61.6,56.0,1894,5.33,5.28,3.27 +32041,0.32,Ideal,E,VVS2,61.3,54.0,779,4.42,4.45,2.72 +6487,0.9,Ideal,G,SI1,62.4,57.0,4059,6.15,6.19,3.85 +46336,0.58,Ideal,I,VVS1,63.0,57.0,1758,5.34,5.29,3.35 +42109,0.65,Ideal,J,SI1,61.4,55.0,1276,5.58,5.62,3.44 +5775,1.01,Premium,I,SI2,62.1,59.0,3899,6.39,6.42,3.98 +18602,1.54,Very Good,I,SI2,59.4,61.0,7589,7.49,7.56,4.47 +10312,1.1,Ideal,H,SI1,62.5,57.0,4764,6.6,6.56,4.11 +45919,0.53,Ideal,G,VS1,62.1,57.0,1721,5.16,5.18,3.21 +18572,1.01,Very Good,D,VS1,63.1,58.0,7575,6.34,6.3,3.99 +18239,1.06,Premium,E,VS2,61.3,58.0,7408,6.56,6.52,4.01 +42925,0.57,Good,G,SI1,63.3,55.0,1364,5.29,5.32,3.36 +3594,0.76,Ideal,H,VVS1,61.8,57.0,3423,5.82,5.86,3.61 +17674,1.27,Very Good,H,SI1,62.3,58.0,7125,6.87,6.94,4.3 +11982,1.06,Premium,F,SI1,61.0,58.0,5142,6.6,6.65,4.04 +4201,1.01,Premium,J,SI2,61.7,58.0,3563,6.44,6.4,3.96 +27693,0.41,Ideal,J,VS1,62.4,55.0,648,4.75,4.77,2.97 +36319,0.32,Premium,G,VVS2,60.8,59.0,936,4.44,4.41,2.69 +13165,1.24,Ideal,E,SI2,59.2,55.0,5444,7.05,7.03,4.17 +45819,0.66,Ideal,I,SI1,61.2,57.0,1712,5.6,5.64,3.44 +6011,0.75,Ideal,D,VS1,62.4,56.0,3961,5.79,5.84,3.63 +34567,0.38,Good,D,VS2,63.4,55.0,871,4.63,4.67,2.95 +26319,1.51,Ideal,D,VS2,62.1,58.0,15821,7.32,7.34,4.55 +13136,1.26,Premium,H,SI2,60.9,57.0,5434,7.03,6.96,4.26 +45642,0.25,Ideal,G,VVS2,62.0,54.0,525,4.05,4.08,2.52 +33404,0.28,Premium,E,VVS2,60.1,59.0,828,4.26,4.22,2.55 +39736,0.38,Ideal,D,VS1,62.4,54.1,1092,4.62,4.67,2.9 +14867,1.01,Very Good,F,VS2,59.9,61.0,5988,6.46,6.5,3.88 +50102,0.71,Very Good,H,SI1,63.5,57.0,2207,5.67,5.63,3.59 +1288,0.7,Very Good,E,VS1,61.3,60.0,2952,5.68,5.7,3.49 +38066,0.3,Premium,E,VVS2,61.9,59.0,1013,4.32,4.27,2.66 +7919,0.9,Good,E,VS2,64.2,59.0,4315,6.02,6.1,3.89 +45874,0.51,Premium,D,VS2,60.9,58.0,1716,5.18,5.14,3.14 +29165,0.33,Fair,F,VVS2,65.7,54.0,693,4.37,4.3,2.85 +20510,1.25,Premium,F,VS2,61.5,60.0,8840,6.93,6.89,4.25 +39891,0.42,Ideal,F,VS1,61.3,57.0,1103,4.85,4.8,2.96 +2872,0.9,Premium,I,SI1,59.6,60.0,3276,6.37,6.24,3.76 +6190,0.85,Very Good,E,VS2,63.6,56.0,3997,5.97,6.01,3.81 +43494,0.54,Premium,G,VS2,62.7,58.0,1422,5.21,5.25,3.28 +2731,0.9,Good,G,SI2,64.1,63.0,3246,6.02,5.99,3.85 +51030,0.71,Ideal,E,SI1,62.0,56.0,2329,5.77,5.72,3.56 +36105,0.42,Premium,F,SI1,60.6,61.0,926,4.87,4.83,2.94 +4316,0.78,Ideal,D,VS2,61.7,57.0,3595,5.87,5.93,3.64 +41198,0.5,Ideal,F,SI2,60.9,57.0,1203,5.16,5.13,3.13 +50255,0.7,Premium,I,VS1,61.7,61.0,2234,5.69,5.63,3.49 +27920,0.32,Ideal,E,VS1,59.5,57.0,657,4.45,4.49,2.66 +34684,0.4,Ideal,G,SI1,60.9,55.0,873,4.8,4.78,2.92 +915,0.7,Premium,F,VS1,60.4,60.0,2879,5.73,5.7,3.45 +34123,0.31,Ideal,G,IF,61.6,54.0,853,4.36,4.4,2.7 +44036,0.42,Very Good,D,VVS1,62.8,56.0,1547,4.76,4.8,3.0 +50537,0.48,Very Good,E,VVS1,60.6,56.0,2275,5.13,5.06,3.09 +27186,2.44,Very Good,J,SI1,62.9,53.0,17472,8.58,8.62,5.41 +45863,0.7,Premium,I,SI2,63.0,56.0,1715,5.71,5.63,3.57 +12044,0.34,Ideal,G,VS2,62.1,55.0,596,4.46,4.49,2.78 +18138,1.4,Very Good,F,SI2,59.9,60.0,7345,7.29,7.38,4.44 +790,0.82,Premium,E,SI2,61.7,59.0,2861,6.01,5.98,3.7 +39323,0.51,Good,J,SI1,63.9,55.0,1071,5.01,4.97,3.19 +33868,0.3,Ideal,E,VS2,61.8,56.0,844,4.33,4.31,2.67 +2500,0.73,Ideal,E,VS2,62.2,59.0,3198,5.74,5.77,3.58 +30940,0.24,Very Good,H,VVS1,61.3,56.0,449,4.01,4.04,2.46 +10604,1.17,Very Good,I,SI1,62.6,58.0,4826,6.64,6.71,4.18 +24382,0.32,Premium,F,SI1,60.7,62.0,638,4.43,4.4,2.68 +29980,0.39,Very Good,F,VS2,62.1,59.0,716,4.69,4.71,2.92 +51155,0.63,Premium,E,VS2,62.4,59.0,2344,5.5,5.46,3.42 +22205,1.09,Ideal,F,VVS2,62.1,56.0,10246,6.55,6.59,4.08 +6670,1.06,Premium,I,SI2,60.9,58.0,4096,6.6,6.56,4.01 +34553,0.41,Ideal,G,VS1,61.2,57.0,870,4.77,4.8,2.93 +23126,1.77,Ideal,J,VS1,62.2,56.0,11150,7.77,7.73,4.82 +48901,0.59,Premium,G,VVS2,62.8,54.0,2040,5.41,5.34,3.38 +49074,0.7,Good,F,SI1,64.3,63.0,2059,5.58,5.55,3.58 +14011,1.01,Premium,G,VS2,61.2,57.0,5701,6.46,6.41,3.94 +20263,1.01,Premium,F,VVS2,61.8,55.0,8688,6.45,6.36,3.96 +8387,0.35,Good,F,SI1,63.1,56.0,583,4.46,4.51,2.83 +24781,1.71,Very Good,F,SI1,63.3,53.0,13152,7.54,7.59,4.79 +28356,0.34,Ideal,H,VVS2,61.2,56.0,667,4.51,4.54,2.77 +7852,0.9,Premium,D,SI1,62.7,56.0,4304,6.16,6.12,3.85 +30628,0.26,Ideal,H,VS1,62.6,56.0,448,4.07,4.09,2.55 +4083,0.78,Ideal,F,VS2,61.5,56.0,3531,5.94,5.9,3.64 +7309,0.7,Ideal,E,VVS2,61.6,56.0,4205,5.72,5.75,3.53 +1847,0.7,Good,E,VS1,59.4,61.0,3063,5.79,5.83,3.45 +14453,1.2,Very Good,H,VS2,63.2,55.0,5833,6.74,6.67,4.24 +13474,1.52,Fair,G,SI2,64.9,59.0,5533,7.19,7.15,4.65 +49216,0.54,Ideal,G,VVS1,62.2,56.0,2080,5.19,5.22,3.24 +32794,0.31,Ideal,D,VS2,61.6,55.0,804,4.4,4.37,2.7 +7314,1.0,Very Good,G,SI2,62.8,57.0,4207,6.31,6.37,3.98 +48100,0.62,Ideal,D,SI1,61.6,55.0,1934,5.49,5.51,3.39 +9951,0.92,Ideal,D,SI1,61.8,55.0,4696,6.25,6.28,3.87 +46766,0.53,Ideal,E,VS2,61.8,56.0,1801,5.21,5.17,3.21 +8219,1.01,Premium,E,SI2,61.0,56.0,4371,6.42,6.36,3.9 +39727,0.4,Ideal,E,VS2,62.2,55.0,1090,4.71,4.77,2.95 +51532,0.71,Premium,G,SI1,61.3,57.0,2386,5.74,5.72,3.51 +44701,0.5,Good,F,VS1,61.4,61.0,1613,5.03,5.04,3.09 +9439,0.9,Very Good,H,VVS2,63.7,57.0,4592,6.09,6.02,3.86 +49325,0.51,Ideal,F,VVS2,62.4,57.0,2093,5.08,5.12,3.18 +44993,0.31,Ideal,I,SI1,63.0,57.0,523,4.34,4.32,2.73 +32622,0.3,Ideal,I,VS1,62.0,57.0,457,4.26,4.29,2.65 +21846,2.04,Premium,G,I1,62.4,58.0,9905,8.17,8.08,5.07 +51481,0.78,Good,E,SI2,64.0,57.0,2379,5.84,5.81,3.73 +46983,0.55,Ideal,G,VS1,61.0,56.0,1815,5.34,5.32,3.25 +6520,0.91,Very Good,H,VS1,61.7,56.0,4066,6.22,6.25,3.85 +5255,1.01,Very Good,I,SI2,59.2,59.0,3792,6.52,6.62,3.89 +19580,1.51,Good,I,VS1,65.8,57.0,8210,7.09,7.17,4.69 +53246,0.7,Premium,H,VVS2,61.0,62.0,2644,5.72,5.66,3.47 +41048,0.51,Ideal,G,SI2,62.0,56.0,1188,5.13,5.16,3.19 +40934,0.3,Ideal,E,SI1,62.2,55.0,499,4.29,4.33,2.68 +13798,1.0,Ideal,G,SI1,61.0,57.0,5622,6.47,6.44,3.94 +20024,0.32,Very Good,G,SI2,62.3,58.0,421,4.37,4.42,2.74 +33003,0.3,Ideal,E,VVS1,61.0,56.0,813,4.34,4.38,2.66 +10267,1.01,Fair,D,SI1,64.6,60.0,4751,6.12,6.08,3.94 +27354,2.41,Good,I,SI2,57.7,61.0,17923,8.87,8.83,5.11 +21779,1.21,Premium,F,VS1,61.1,57.0,9846,6.93,6.89,4.22 +37417,0.38,Premium,G,VS2,60.8,61.0,983,4.66,4.65,2.83 +19496,1.14,Very Good,F,VS2,59.0,60.0,8131,6.84,6.81,4.03 +27515,3.01,Premium,I,SI2,60.2,59.0,18242,9.36,9.31,5.62 +6024,1.0,Good,D,SI2,64.3,60.0,3965,6.22,6.19,3.99 +28013,0.3,Premium,E,VS2,61.9,59.0,658,4.29,4.33,2.67 +41717,0.47,Good,F,VS1,59.0,60.2,1243,5.04,5.09,2.99 +45433,0.57,Ideal,E,SI1,60.8,55.0,1670,5.39,5.41,3.28 +30900,0.41,Ideal,D,SI1,60.5,57.0,744,4.81,4.85,2.92 +15954,1.24,Premium,I,VVS2,62.7,58.0,6383,6.85,6.89,4.31 +14066,0.3,Ideal,H,VVS2,61.2,57.0,605,4.31,4.32,2.64 +9068,1.02,Very Good,H,SI1,58.4,62.0,4518,6.55,6.61,3.84 +40559,0.41,Very Good,G,VVS1,60.0,59.0,1151,4.83,4.84,2.9 +16297,1.32,Premium,H,VVS2,61.3,58.0,6520,7.05,7.01,4.31 +4313,0.9,Very Good,H,SI1,62.3,58.0,3595,6.16,6.19,3.85 +4336,1.02,Ideal,F,I1,61.0,56.0,3599,6.53,6.51,3.98 +11981,1.01,Ideal,G,SI1,61.8,55.0,5141,6.46,6.43,3.98 +36028,0.53,Good,I,SI1,65.5,59.0,923,5.01,5.06,3.3 +14244,1.05,Very Good,E,SI1,60.7,56.0,5770,6.54,6.6,3.99 +40243,0.37,Ideal,E,VS1,61.2,56.0,1124,4.67,4.64,2.85 +48647,0.23,Good,G,VVS2,63.8,56.0,537,3.94,3.9,2.5 +34957,0.32,Ideal,H,SI1,61.0,56.6,471,4.4,4.43,2.7 +7984,0.92,Ideal,H,SI1,60.5,57.0,4325,6.27,6.32,3.81 +52802,0.6,Ideal,G,IF,62.0,55.0,2570,5.39,5.44,3.36 +30144,0.32,Very Good,G,VS2,63.1,57.0,720,4.35,4.3,2.73 +35747,0.3,Premium,D,VS2,62.2,58.0,911,4.3,4.25,2.66 +32691,0.31,Very Good,G,VS1,63.1,59.0,802,4.29,4.27,2.7 +23164,1.53,Very Good,H,VS2,62.2,58.0,11178,7.3,7.34,4.55 +36436,0.31,Premium,D,VS2,60.7,59.0,942,4.38,4.35,2.65 +4361,1.01,Premium,D,SI2,58.0,60.0,3604,6.58,6.53,3.8 +22585,1.25,Ideal,G,VVS2,62.5,54.0,10636,6.88,6.93,4.31 +9734,1.08,Good,E,SI2,63.7,57.0,4656,6.49,6.54,4.15 +24438,2.12,Premium,H,SI2,62.3,58.0,12693,8.25,8.16,5.12 +11738,1.09,Very Good,I,VS2,62.6,57.0,5072,6.55,6.62,4.12 +26016,0.38,Very Good,H,VS2,61.5,55.0,645,4.66,4.67,2.86 +11143,1.15,Very Good,D,SI2,63.5,58.0,4939,6.73,6.69,4.26 +36218,0.36,Ideal,F,VS2,60.9,57.0,932,4.61,4.58,2.8 +50349,0.9,Very Good,E,I1,62.4,63.0,2245,6.13,6.01,3.79 +18308,1.51,Premium,F,SI2,61.8,59.0,7441,7.36,7.3,4.53 +15108,1.03,Premium,E,VS2,62.5,59.0,6072,6.42,6.44,4.02 +17188,1.02,Very Good,D,SI1,60.3,56.0,6863,6.55,6.57,3.96 +35896,0.32,Ideal,G,IF,61.7,54.0,918,4.42,4.46,2.74 +33546,0.45,Good,E,SI1,63.9,57.0,829,4.81,4.86,3.09 +31050,0.4,Ideal,I,VVS2,62.6,54.0,751,4.69,4.73,2.95 +7453,0.9,Premium,H,VS1,62.7,60.0,4234,6.12,6.07,3.82 +53643,0.7,Ideal,E,SI1,62.4,55.0,2703,5.66,5.69,3.54 +49082,0.71,Very Good,J,VS1,62.4,58.0,2061,5.67,5.7,3.55 +11483,1.26,Premium,J,VS2,62.5,58.0,5015,6.9,6.92,4.32 +48331,0.7,Very Good,J,SI2,63.2,60.0,1959,5.58,5.62,3.54 +16590,1.36,Premium,J,VS2,61.9,59.0,6626,7.09,7.06,4.38 +18145,1.24,Premium,D,SI1,62.4,59.0,7351,6.82,6.86,4.27 +17103,1.0,Very Good,F,VS2,63.4,58.0,6818,6.3,6.39,4.02 +18814,1.24,Ideal,E,SI1,63.5,55.0,7701,6.86,6.82,4.35 +19239,1.01,Very Good,G,IF,63.0,60.0,7974,6.31,6.35,3.99 +35344,0.42,Very Good,H,SI1,63.2,58.0,898,4.79,4.77,3.02 +26192,1.75,Very Good,D,SI1,61.4,60.0,15544,7.76,7.8,4.78 +21154,1.5,Very Good,J,VVS2,62.2,57.0,9306,7.25,7.31,4.53 +28856,0.41,Premium,E,SI2,62.1,58.0,683,4.73,4.77,2.95 +33099,0.4,Ideal,H,VS1,61.1,57.0,815,4.74,4.78,2.91 +23969,1.51,Ideal,G,VS2,60.8,54.0,12100,7.45,7.43,4.52 +19719,1.5,Very Good,I,SI1,63.1,59.0,8291,7.16,7.23,4.54 +21635,1.02,Very Good,F,VVS2,63.7,59.0,9728,6.34,6.38,4.05 +4575,0.76,Ideal,E,VS1,60.5,56.0,3649,5.94,5.99,3.61 +5618,1.01,Premium,I,SI2,61.1,58.0,3874,6.5,6.46,3.96 +18932,1.02,Very Good,E,VS1,60.1,59.0,7779,6.48,6.53,3.91 +48191,0.53,Ideal,G,VVS2,60.4,59.0,1946,5.26,5.3,3.19 +39924,0.42,Premium,E,VS1,62.2,59.0,1105,4.76,4.79,2.97 +23436,1.55,Premium,H,VS2,61.7,59.0,11428,7.44,7.4,4.58 +47489,0.72,Ideal,J,SI1,61.9,54.0,1864,5.76,5.8,3.58 +12363,0.26,Very Good,E,VVS2,62.6,58.0,597,4.07,4.11,2.56 +24854,1.7,Premium,G,SI1,61.7,58.0,13256,7.69,7.6,4.72 +40357,0.43,Premium,F,VS1,59.9,58.0,1129,4.93,4.89,2.94 +29587,0.32,Ideal,D,VS1,60.4,56.0,706,4.44,4.46,2.69 +46509,0.51,Ideal,D,VS1,62.5,57.0,1779,5.08,5.13,3.19 +16348,1.08,Ideal,D,SI1,62.7,57.0,6539,6.52,6.56,4.1 +35297,0.3,Premium,H,VS2,61.8,60.0,473,4.26,4.31,2.65 +49637,0.32,Premium,G,SI2,61.0,59.0,540,4.42,4.36,2.68 +15336,1.02,Ideal,D,SI1,62.8,56.0,6158,6.44,6.39,4.03 +2993,0.9,Very Good,G,SI2,62.1,58.0,3303,6.08,6.13,3.79 +15885,1.0,Premium,F,VS2,62.6,60.0,6352,6.29,6.37,3.96 +30783,0.39,Very Good,G,VS1,61.7,62.0,741,4.65,4.69,2.88 +5443,1.14,Premium,H,SI2,62.2,61.0,3830,6.72,6.64,4.16 +43532,0.6,Premium,E,SI2,62.0,59.0,1426,5.41,5.37,3.34 +42017,0.54,Ideal,E,SI2,60.4,57.0,1266,5.27,5.3,3.19 +29890,0.3,Very Good,D,VS2,62.0,58.0,710,4.29,4.32,2.67 +21148,1.51,Ideal,F,SI2,62.6,55.0,9301,7.35,7.39,4.61 +52617,0.71,Good,D,SI1,64.1,56.0,2547,5.63,5.6,3.6 +51084,0.77,Very Good,F,SI2,59.7,57.0,2334,5.97,6.05,3.59 +38977,0.4,Ideal,E,VS1,61.7,55.0,1053,4.73,4.76,2.93 +7228,0.8,Premium,G,IF,62.6,58.0,4193,5.93,5.89,3.7 +38467,0.32,Ideal,D,VVS2,61.2,56.0,1030,4.43,4.39,2.7 +19651,1.31,Ideal,H,VS2,61.8,57.0,8261,7.02,7.06,4.35 +26001,1.54,Very Good,G,VVS2,61.1,55.0,15225,7.5,7.53,4.59 +24026,1.5,Premium,G,VS2,62.5,59.0,12196,7.28,7.32,4.56 +20309,1.04,Premium,F,VVS2,59.2,58.0,8722,6.68,6.66,3.95 +51735,0.58,Premium,D,VS1,59.2,60.0,2401,5.46,5.41,3.22 +22417,1.16,Ideal,F,VVS2,61.8,56.7,10439,6.7,6.78,4.16 +34721,0.39,Very Good,G,VVS2,62.1,55.0,875,4.67,4.7,2.91 +12689,1.04,Premium,H,SI1,60.7,62.0,5311,6.57,6.51,3.97 +52556,0.7,Very Good,G,VS1,63.2,56.0,2535,5.61,5.56,3.53 +43389,0.5,Ideal,E,SI1,62.2,57.0,1410,5.06,5.1,3.16 +23923,2.01,Premium,J,SI1,60.9,58.0,12048,8.15,8.07,4.94 +34707,0.38,Ideal,I,VS1,61.5,56.0,874,4.67,4.71,2.88 +25365,0.28,Very Good,E,VVS1,59.6,59.0,642,4.3,4.33,2.57 +22618,1.62,Premium,I,VS2,60.1,59.0,10669,7.63,7.6,4.58 +22445,1.7,Premium,G,SI2,61.9,58.0,10472,7.61,7.57,4.7 +40434,0.5,Fair,H,VS1,66.3,55.0,1136,4.86,4.91,3.24 +44745,0.56,Ideal,F,VS2,60.8,57.0,1619,5.35,5.42,3.28 +5825,1.0,Premium,H,SI1,62.9,60.0,3915,6.36,6.32,3.99 +49665,0.62,Ideal,G,VS1,61.8,57.0,2141,5.47,5.5,3.39 +34865,0.3,Premium,G,VVS2,62.6,58.0,878,4.28,4.25,2.67 +29,0.23,Very Good,D,VS2,60.5,61.0,357,3.96,3.97,2.4 +50749,0.74,Very Good,F,SI2,59.6,60.0,2298,5.85,6.0,3.53 +18450,1.52,Very Good,J,VS2,63.5,58.0,7504,7.28,7.24,4.61 +17922,1.09,Ideal,F,VS2,61.2,56.0,7238,6.68,6.65,4.08 +16569,1.01,Good,G,VS1,63.7,57.0,6618,6.37,6.32,4.04 +35058,0.38,Ideal,D,SI1,61.8,55.0,884,4.67,4.69,2.89 +29535,0.3,Very Good,F,VS1,60.9,63.0,704,4.26,4.31,2.61 +7968,1.16,Very Good,J,VS2,63.7,56.0,4323,6.63,6.68,4.24 +34753,0.41,Ideal,H,SI1,62.6,55.0,876,4.79,4.77,2.99 +9326,0.9,Premium,G,VS1,62.7,58.0,4579,6.15,6.06,3.83 +23181,1.6,Premium,G,SI1,62.4,61.0,11189,7.43,7.4,4.63 +39029,0.52,Good,H,SI1,57.6,61.0,1056,5.34,5.32,3.07 +14477,1.09,Very Good,H,VS1,60.2,61.0,5845,6.66,6.7,4.02 +18323,1.0,Very Good,E,VS1,63.0,56.0,7453,6.39,6.41,4.03 +19630,1.0,Very Good,G,VVS1,62.3,55.0,8246,6.34,6.44,3.98 +21512,1.2,Very Good,G,VVS1,62.8,56.0,9609,6.73,6.75,4.23 +30911,0.34,Ideal,E,VS2,62.5,55.0,745,4.46,4.5,2.8 +50953,0.74,Good,G,VS2,64.2,53.0,2322,5.72,5.69,3.66 +45135,0.56,Premium,H,VS1,59.8,62.0,1653,5.36,5.31,3.19 +29249,0.39,Ideal,F,SI1,61.8,57.0,697,4.68,4.73,2.91 +12884,1.22,Premium,I,SI1,62.1,59.0,5368,6.8,6.86,4.24 +40499,0.53,Ideal,F,SI2,61.7,56.0,1142,5.23,5.24,3.23 +53505,0.71,Fair,G,VS1,65.5,55.0,2686,5.62,5.53,3.65 +43442,0.5,Ideal,E,SI1,61.6,57.0,1415,5.13,5.09,3.15 +24172,1.33,Premium,E,VS1,60.5,58.0,12342,7.15,7.1,4.31 +20249,1.23,Ideal,F,VS1,61.3,57.0,8679,6.93,6.86,4.23 +18674,1.41,Very Good,J,VS1,59.4,59.0,7636,7.34,7.38,4.37 +8666,1.3,Premium,G,SI2,63.0,59.0,4455,6.97,6.9,4.37 +48547,0.61,Very Good,F,VS2,61.8,56.0,1989,5.42,5.46,3.36 +44269,0.52,Premium,E,VS2,62.5,60.0,1576,5.1,5.14,3.2 +16289,1.01,Premium,E,VS2,58.1,60.0,6516,6.58,6.51,3.8 +12069,1.08,Very Good,H,VS2,62.2,57.0,5155,6.5,6.55,4.06 +41346,0.54,Ideal,I,VS1,61.6,54.0,1216,5.26,5.3,3.25 +17987,1.06,Ideal,E,VS2,61.9,55.0,7275,6.54,6.58,4.06 +49654,0.82,Good,J,SI1,57.5,62.0,2140,6.25,6.2,3.58 +45894,0.52,Premium,F,VS2,62.1,59.0,1720,5.15,5.12,3.19 +25924,1.53,Very Good,F,VS1,60.3,58.0,15079,7.48,7.51,4.52 +33750,0.31,Ideal,F,VVS1,62.0,54.0,840,4.37,4.41,2.72 +36293,0.32,Very Good,G,SI1,62.0,55.0,477,4.41,4.43,2.74 +11575,1.02,Very Good,F,SI1,63.3,58.0,5038,6.39,6.35,4.03 +38346,0.32,Ideal,G,IF,61.2,57.0,1020,4.43,4.4,2.7 +49104,0.55,Ideal,G,VVS2,61.2,55.8,2064,5.27,5.33,3.24 +52732,0.88,Good,I,SI1,60.2,64.0,2558,6.18,6.22,3.73 +3455,0.74,Very Good,G,VS1,60.9,59.0,3389,5.9,5.86,3.58 +36862,0.42,Premium,E,VS2,60.9,59.0,958,4.81,4.85,2.94 +45914,0.53,Premium,G,VS1,62.4,58.0,1721,5.16,5.2,3.23 +37580,0.32,Premium,D,VVS2,61.5,60.0,990,4.41,4.37,2.7 +290,0.71,Premium,D,SI1,61.3,58.0,2797,5.73,5.75,3.52 +19293,1.02,Ideal,E,VS1,62.2,54.0,8011,6.44,6.46,4.01 +36341,0.32,Ideal,G,VVS2,62.2,57.0,936,4.38,4.36,2.72 +7163,0.97,Good,F,SI2,59.1,62.0,4182,6.49,6.54,3.85 +19289,1.51,Fair,H,SI1,66.5,56.0,8010,7.03,6.99,4.66 +38773,0.31,Ideal,E,VVS2,61.6,55.0,1046,4.38,4.35,2.69 +4278,0.9,Good,E,SI2,63.6,59.0,3584,6.05,6.09,3.86 +41444,0.36,Premium,E,IF,59.4,61.0,1229,4.69,4.61,2.76 +3544,0.73,Ideal,D,VS2,62.7,53.0,3412,5.76,5.79,3.62 +28167,0.32,Ideal,G,VS1,62.0,55.0,665,4.43,4.44,2.75 +52810,0.71,Good,I,VVS1,63.8,56.0,2572,5.7,5.65,3.62 +31659,0.38,Ideal,I,VVS2,62.0,54.5,768,4.66,4.69,2.9 +30397,0.32,Premium,G,VVS2,61.6,60.0,730,4.37,4.4,2.7 +8734,0.9,Ideal,G,VS1,61.6,55.0,4460,6.27,6.23,3.85 +11652,1.01,Very Good,H,VS1,59.6,58.0,5055,6.46,6.5,3.86 +42232,0.43,Very Good,E,VVS2,59.3,59.0,1291,4.95,4.97,2.94 +21467,1.55,Ideal,D,SI1,61.7,57.0,9565,7.47,7.43,4.59 +24758,1.13,Very Good,D,VVS2,61.5,58.0,13111,6.64,6.67,4.09 +24950,1.86,Premium,G,SI2,62.8,58.0,13420,7.83,7.75,4.89 +5498,0.9,Very Good,I,VS1,62.6,58.0,3844,6.09,6.15,3.83 +49639,0.32,Very Good,G,SI2,63.4,55.0,540,4.35,4.32,2.75 +15463,1.18,Ideal,I,VS2,62.3,55.6,6191,6.73,6.76,4.21 +51928,0.93,Good,J,SI1,63.7,54.0,2438,6.15,6.09,3.9 +614,0.73,Ideal,G,VS2,61.8,54.0,2839,5.8,5.82,3.59 +23826,1.54,Premium,F,SI1,60.9,59.0,11897,7.56,7.46,4.57 +12013,1.09,Premium,H,SI1,60.5,60.0,5149,6.72,6.67,4.05 +44928,0.51,Ideal,G,VS1,59.0,59.0,1632,5.25,5.28,3.11 +53234,0.77,Good,D,SI2,63.8,58.0,2642,5.78,5.81,3.7 +50410,0.77,Ideal,J,SI1,62.0,57.0,2257,5.84,5.87,3.63 +5886,0.76,Ideal,G,VVS2,62.0,56.0,3927,5.86,5.88,3.64 +343,0.71,Very Good,E,VS2,63.8,58.0,2804,5.62,5.66,3.6 +22250,1.23,Ideal,G,VVS2,61.0,57.0,10304,6.93,6.9,4.22 +49444,0.7,Ideal,H,SI2,61.6,54.0,2110,5.71,5.75,3.53 +15131,1.01,Very Good,F,VS2,62.5,56.0,6083,6.4,6.44,4.01 +41447,0.53,Ideal,E,SI2,60.8,57.0,1229,5.23,5.26,3.19 +9416,1.01,Very Good,D,SI2,58.3,59.0,4588,6.63,6.67,3.88 +12320,1.06,Ideal,E,SI2,62.2,55.0,5223,6.51,6.54,4.06 +31647,0.39,Ideal,J,SI2,62.6,54.0,451,4.64,4.69,2.92 +5458,0.63,Ideal,D,IF,61.2,53.0,3832,5.55,5.6,3.41 +31394,0.32,Premium,H,IF,61.8,58.0,763,4.35,4.39,2.7 +17742,1.21,Premium,H,VS2,61.0,58.0,7142,6.9,6.83,4.19 +7267,1.25,Very Good,H,SI2,63.2,60.0,4199,6.87,6.81,4.32 +7716,0.32,Ideal,G,VS2,61.5,55.0,580,4.39,4.43,2.71 +36003,0.41,Ideal,D,VS1,61.6,55.0,921,4.79,4.82,2.96 +47376,0.57,Ideal,D,SI1,62.4,56.0,1847,5.32,5.29,3.31 +18047,0.35,Ideal,H,VS1,62.0,56.0,614,4.54,4.56,2.82 +51225,0.7,Premium,G,SI1,62.0,61.0,2352,5.71,5.68,3.53 +47410,0.62,Good,G,VS2,61.0,62.0,1850,5.41,5.5,3.33 +836,0.82,Ideal,F,SI2,61.7,53.0,2867,6.12,6.0,3.74 +37625,0.44,Premium,G,SI1,61.9,59.0,990,4.87,4.82,3.0 +34271,0.32,Ideal,I,VS2,62.0,53.0,466,4.42,4.45,2.75 +16362,0.33,Premium,D,SI1,60.1,59.0,608,4.46,4.49,2.69 +15028,1.35,Ideal,J,VS1,62.3,54.0,6048,7.17,7.06,4.43 +15151,1.11,Ideal,I,SI1,61.7,57.0,6090,6.61,6.64,4.09 +47746,0.54,Ideal,D,VS2,61.8,56.0,1892,5.21,5.24,3.23 +47892,0.54,Premium,D,VS2,61.6,55.0,1913,5.28,5.24,3.24 +42659,0.5,Good,D,SI1,63.8,60.0,1333,5.0,5.03,3.2 +14,0.31,Ideal,J,SI2,62.2,54.0,344,4.35,4.37,2.71 +46630,0.3,Very Good,E,SI1,60.6,56.0,526,4.35,4.37,2.64 +7141,1.03,Good,D,SI2,57.6,58.0,4177,6.6,6.67,3.82 +51001,0.73,Very Good,F,SI1,61.6,62.0,2326,5.71,5.76,3.53 +49044,0.7,Ideal,G,SI2,62.9,56.0,2056,5.69,5.66,3.57 +22510,1.55,Very Good,H,VS2,63.3,56.0,10546,7.38,7.32,4.65 +46376,0.58,Ideal,E,VS2,62.1,55.0,1761,5.35,5.34,3.32 +34185,0.33,Premium,G,VS1,62.0,59.0,854,4.42,4.36,2.72 +44912,0.53,Very Good,F,VS2,61.9,58.0,1631,5.17,5.2,3.21 +17716,0.37,Ideal,E,SI1,61.0,56.0,613,4.66,4.68,2.85 +633,0.82,Very Good,F,SI2,59.7,57.0,2841,6.12,6.14,3.66 +17178,1.27,Ideal,H,SI1,60.1,58.0,6858,7.02,7.05,4.23 +24614,1.81,Premium,I,VS2,62.7,58.0,12939,7.77,7.68,4.84 +36427,0.31,Ideal,D,VS2,61.2,55.0,942,4.39,4.37,2.68 +27976,0.3,Very Good,E,VS2,62.4,56.0,658,4.25,4.28,2.66 +6999,1.0,Premium,F,SI2,62.9,59.0,4155,6.39,6.3,3.99 +38224,0.4,Very Good,E,VVS2,60.3,59.0,1017,4.74,4.78,2.87 +42444,0.55,Premium,I,VS2,61.7,55.0,1314,5.35,5.29,3.28 +47192,0.51,Premium,E,VS1,62.3,56.0,1837,5.14,5.13,3.2 +27845,0.31,Premium,E,SI1,63.0,58.0,651,4.31,4.29,2.71 +9700,0.4,Good,J,VS1,63.5,56.0,589,4.69,4.7,2.98 +29647,0.35,Premium,F,VS2,61.4,59.0,706,4.53,4.56,2.79 +12315,1.0,Ideal,F,SI1,62.7,57.0,5221,6.44,6.38,4.02 +17070,0.32,Very Good,D,SI2,63.4,56.0,612,4.38,4.36,2.77 +26573,2.03,Fair,F,SI1,65.4,58.0,16280,7.9,7.84,5.15 +18502,1.3,Premium,H,VS2,62.4,58.0,7536,6.92,6.95,4.33 +14945,1.2,Very Good,H,SI1,61.0,58.0,6019,6.84,6.92,4.2 +50049,0.9,Very Good,E,I1,62.4,63.0,2200,6.13,6.01,3.79 +48768,0.55,Ideal,D,SI1,60.9,56.0,2018,5.31,5.34,3.24 +12505,0.91,Premium,G,VVS2,61.8,58.0,5259,6.16,6.24,3.83 +36426,0.31,Ideal,D,VS2,60.4,56.0,942,4.42,4.39,2.66 +9648,1.12,Premium,H,SI2,59.7,60.0,4641,6.77,6.72,4.03 +15721,1.04,Ideal,G,VS2,61.8,56.0,6290,6.5,6.47,4.01 +4624,1.01,Premium,H,SI2,59.6,60.0,3665,6.5,6.55,3.89 +9690,1.0,Very Good,H,VS2,63.3,62.0,4652,6.37,6.29,4.01 +20500,1.55,Ideal,I,VS2,62.6,56.0,8831,7.35,7.41,4.62 +8128,1.05,Premium,F,SI2,60.4,57.0,4354,6.61,6.54,3.97 +19407,2.0,Fair,H,I1,66.8,57.0,8064,7.81,7.72,5.19 +7015,0.9,Very Good,F,SI1,63.2,56.0,4158,6.16,6.09,3.87 +24137,2.0,Premium,J,SI1,62.2,59.0,12308,7.97,7.92,4.94 +21330,1.59,Premium,I,VS2,59.9,60.0,9474,7.61,7.57,4.55 +27165,2.05,Fair,I,VS1,67.7,58.0,17408,7.74,7.68,5.22 +31541,0.3,Ideal,E,VVS2,61.9,55.0,766,4.3,4.33,2.67 +26454,1.5,Ideal,D,VS2,62.6,56.0,15992,7.27,7.21,4.53 +16076,1.25,Ideal,I,VS2,62.5,56.0,6419,6.87,6.92,4.31 +41043,0.41,Very Good,H,IF,62.9,54.0,1187,4.71,4.74,2.97 +6,0.24,Very Good,J,VVS2,62.8,57.0,336,3.94,3.96,2.48 +18817,1.61,Very Good,J,VS2,61.7,59.0,7703,7.46,7.51,4.62 +30854,0.33,Ideal,G,VS2,61.2,55.0,743,4.52,4.46,2.75 +48497,0.56,Ideal,F,VS1,61.7,55.1,1981,5.29,5.33,3.27 +32941,0.34,Ideal,I,SI1,61.9,57.0,459,4.49,4.52,2.79 +6092,1.0,Very Good,H,SI2,63.1,58.0,3975,6.29,6.36,3.99 +43414,0.46,Very Good,G,VVS1,61.7,60.0,1413,4.94,4.98,3.06 +13206,1.11,Ideal,H,SI1,62.3,55.0,5456,6.7,6.65,4.16 +47498,0.57,Ideal,D,VS2,61.7,57.0,1865,5.3,5.33,3.28 +31237,0.42,Very Good,D,SI1,60.2,57.0,756,4.85,4.89,2.93 +10133,1.12,Ideal,F,SI2,61.6,57.0,4720,6.68,6.66,4.11 +25626,1.0,Ideal,D,VVS1,60.7,56.0,14498,6.47,6.54,3.95 +19489,1.2,Very Good,G,VS2,62.2,58.0,8124,6.75,6.79,4.21 +3258,0.74,Very Good,E,VS1,63.4,55.0,3357,5.78,5.76,3.66 +16619,1.0,Premium,F,VS2,60.5,59.0,6640,6.57,6.39,3.92 +36270,0.45,Premium,F,SI2,61.5,61.0,936,4.95,4.9,3.03 +25398,1.5,Premium,G,VS1,62.7,58.0,14105,7.25,7.3,4.56 +25855,1.53,Very Good,E,VS1,60.7,60.0,14931,7.38,7.52,4.52 +43776,0.54,Ideal,E,SI1,60.6,58.0,1440,5.27,5.29,3.2 +38472,0.4,Very Good,I,VS2,61.9,55.0,1031,4.73,4.77,2.94 +26332,2.0,Very Good,E,SI2,58.1,60.0,15840,8.25,8.32,4.81 +7833,1.01,Very Good,E,SI2,63.4,59.0,4299,6.32,6.26,3.99 +4505,0.8,Ideal,E,SI1,61.7,56.0,3630,5.99,6.04,3.71 +14424,1.19,Ideal,E,SI2,60.2,57.0,5822,6.87,6.84,4.13 +34979,0.35,Ideal,I,SI1,61.3,54.0,472,4.51,4.56,2.78 +12936,1.13,Ideal,H,SI1,62.3,56.0,5384,6.66,6.69,4.16 +53076,0.89,Premium,H,SI2,62.2,59.0,2610,6.17,6.15,3.83 +25248,2.02,Very Good,I,SI2,61.1,61.0,13865,8.08,8.11,4.95 +27244,2.08,Premium,H,SI1,62.6,59.0,17617,8.1,8.13,5.08 +2211,1.02,Ideal,H,SI2,58.8,57.0,3142,6.61,6.55,3.87 +52396,0.58,Ideal,F,VVS2,62.0,56.0,2509,5.32,5.36,3.31 +26333,1.63,Ideal,G,VS1,61.7,55.0,15840,7.6,7.56,4.68 +13746,1.21,Very Good,J,VS1,59.3,57.0,5604,6.98,7.04,4.16 +36622,0.24,Very Good,E,VVS2,62.8,58.0,478,3.92,3.95,2.47 +53868,0.76,Premium,G,VS2,61.8,58.0,2744,5.85,5.89,3.63 +17684,1.02,Premium,G,VS1,61.0,61.0,7129,6.58,6.53,4.0 +22704,0.3,Ideal,G,VS2,60.8,57.0,630,4.38,4.33,2.65 +48888,0.7,Very Good,I,SI1,62.5,60.0,2039,5.64,5.68,3.54 +44532,0.5,Very Good,D,VS2,63.3,58.0,1602,5.03,5.05,3.19 +52253,0.71,Ideal,F,SI1,60.8,57.0,2487,5.75,5.8,3.51 +19470,1.52,Premium,J,VS1,62.0,59.0,8110,7.34,7.36,4.56 +46533,0.51,Ideal,G,VS1,62.0,56.0,1781,5.16,5.06,3.17 +44501,0.6,Good,F,SI1,57.1,61.0,1599,5.68,5.57,3.21 +30675,0.4,Very Good,F,SI1,62.7,57.0,737,4.68,4.7,2.94 +18092,1.23,Very Good,H,SI1,62.5,56.0,7313,6.79,6.82,4.25 +8897,1.08,Ideal,G,SI2,62.3,56.0,4489,6.53,6.57,4.08 +41004,0.39,Ideal,E,VVS1,60.8,58.0,1183,4.72,4.76,2.88 +44759,0.59,Very Good,D,SI1,62.9,58.0,1621,5.31,5.34,3.35 +42387,0.61,Ideal,G,SI2,60.5,56.0,1306,5.49,5.59,3.35 +28889,0.36,Premium,E,VS2,62.5,58.0,684,4.52,4.57,2.84 +47997,0.37,Ideal,H,SI1,59.7,56.0,533,4.67,4.71,2.8 +37376,0.4,Premium,D,VS2,60.5,59.0,982,4.76,4.8,2.89 +28412,0.35,Premium,G,SI1,60.6,58.0,669,4.6,4.58,2.78 +26541,2.09,Very Good,F,SI2,62.5,60.0,16210,8.14,8.06,5.06 +45937,0.51,Very Good,F,VS1,63.3,59.0,1722,5.09,5.12,3.23 +2473,0.76,Ideal,E,VS2,61.5,56.0,3192,5.92,5.89,3.63 +40145,0.51,Premium,H,SI1,61.9,56.0,1116,5.13,5.12,3.17 +36253,0.41,Good,E,VS1,63.5,54.0,935,4.71,4.74,3.0 +29323,0.31,Premium,H,VS1,61.4,61.0,698,4.36,4.33,2.67 +52376,0.71,Very Good,F,SI1,59.0,61.0,2505,5.84,5.88,3.46 +18065,1.2,Ideal,H,VS1,62.0,57.0,7294,6.69,6.76,4.17 +24277,1.52,Premium,D,SI1,60.2,58.0,12502,7.49,7.46,4.5 +20737,1.36,Ideal,G,SI1,60.9,56.0,8977,7.15,7.16,4.36 +4379,1.06,Ideal,F,I1,62.1,55.0,3609,6.57,6.54,4.07 +6449,1.1,Ideal,H,VS2,62.6,57.0,4048,6.61,6.56,4.12 +52237,0.8,Very Good,H,SI1,63.3,58.0,2485,5.93,5.89,3.74 +31612,0.23,Fair,G,VVS2,61.4,66.0,369,3.87,3.91,2.39 +26085,1.62,Ideal,G,VS2,61.7,54.0,15318,7.57,7.58,4.68 +37261,0.32,Premium,J,SI1,61.6,58.0,480,4.4,4.36,2.7 +24475,1.51,Ideal,D,SI1,59.5,57.0,12738,7.56,7.46,4.47 +7442,0.71,Ideal,E,VVS1,62.3,55.0,4231,5.68,5.72,3.55 +37307,0.31,Ideal,F,IF,62.1,56.0,979,4.33,4.36,2.7 +31742,0.41,Premium,G,VS2,60.7,59.0,772,4.8,4.85,2.93 +8924,1.0,Good,I,SI1,61.0,60.0,4496,6.36,6.39,3.89 +49097,0.52,Ideal,G,VVS1,61.6,55.0,2063,5.14,5.18,3.18 +42390,0.52,Premium,G,SI1,59.7,60.0,1306,5.22,5.2,3.11 +49755,0.53,Ideal,F,VVS2,62.2,56.0,2158,5.18,5.2,3.23 +11684,1.01,Fair,H,VS1,61.4,66.0,5062,6.34,6.24,3.87 +52581,0.7,Ideal,E,SI1,61.9,55.0,2537,5.74,5.77,3.56 +1569,0.91,Very Good,I,SI2,63.4,58.0,3006,6.08,6.12,3.87 +18688,1.0,Premium,G,VVS1,61.3,62.0,7644,6.37,6.35,3.9 +36157,0.33,Premium,E,VS2,62.0,59.0,928,4.41,4.39,2.73 +17998,1.01,Very Good,D,VS2,62.8,57.0,7278,6.33,6.4,4.0 +43370,0.58,Ideal,G,SI1,62.0,58.0,1408,5.33,5.38,3.32 +2186,1.0,Ideal,H,I1,61.3,57.0,3136,6.44,6.41,3.94 +17125,1.04,Ideal,G,VS1,61.5,55.0,6831,6.54,6.55,4.02 +41932,0.4,Very Good,D,VVS2,62.2,54.0,1263,4.75,4.77,2.96 +45836,0.55,Ideal,E,VS2,60.3,57.0,1715,5.3,5.28,3.19 +25046,0.3,Very Good,F,SI1,63.5,57.0,641,4.27,4.24,2.7 +46903,0.56,Ideal,D,SI1,62.3,56.0,1814,5.33,5.26,3.3 +27660,2.03,Very Good,G,SI1,60.1,60.0,18630,8.09,8.18,4.89 +38492,0.42,Ideal,D,VS2,61.2,56.0,1031,4.8,4.84,2.95 +1161,0.51,Very Good,E,IF,63.3,58.0,2925,5.03,5.08,3.2 +51402,0.77,Premium,H,SI1,60.7,58.0,2369,5.95,5.91,3.6 +43285,0.31,Very Good,D,SI1,60.4,60.0,507,4.4,4.44,2.67 +20342,1.45,Premium,G,VS1,60.5,60.0,8740,7.27,7.16,4.37 +34655,0.31,Premium,E,VS2,61.0,59.0,872,4.39,4.33,2.66 +53523,0.76,Premium,E,SI2,61.5,58.0,2688,5.86,5.81,3.59 +23560,1.55,Premium,H,VS2,60.7,58.0,11567,7.51,7.47,4.55 +22397,1.32,Premium,F,VS2,60.9,59.0,10423,7.12,7.06,4.32 +27673,2.67,Good,F,SI2,63.8,58.0,18686,8.69,8.64,5.54 +52749,0.7,Good,E,VS2,59.2,64.0,2559,5.8,5.75,3.42 +9762,1.11,Premium,H,SI2,61.5,59.0,4662,6.67,6.63,4.09 +23007,1.7,Premium,I,VS2,61.7,59.0,11062,7.63,7.57,4.69 +42589,0.58,Ideal,G,SI1,61.4,55.0,1330,5.38,5.41,3.31 +32243,0.31,Ideal,H,IF,61.3,56.0,789,4.37,4.41,2.69 +41088,0.41,Premium,F,VVS2,62.4,58.0,1192,4.76,4.7,2.95 +49670,0.7,Good,I,SI1,63.8,57.0,2142,5.66,5.63,3.6 +42136,0.57,Good,F,SI2,61.9,57.7,1280,5.32,5.34,3.3 +38594,0.43,Good,H,VVS1,61.2,61.0,1037,4.84,4.9,2.98 +22275,1.52,Premium,H,SI1,62.5,58.0,10330,7.34,7.28,4.57 +18387,0.31,Fair,F,SI1,64.7,56.0,618,4.28,4.25,2.76 +23642,1.51,Premium,F,SI1,62.8,59.0,11666,7.31,7.28,4.58 +17732,1.01,Good,G,VVS2,63.2,59.0,7137,6.27,6.35,3.99 +17368,1.01,Premium,E,VS2,62.2,58.0,6968,6.41,6.36,3.97 +411,0.34,Ideal,I,VS1,61.8,55.0,555,4.48,4.52,2.78 +13471,1.01,Premium,D,SI1,58.9,58.0,5532,6.57,6.54,3.86 +18863,1.31,Premium,H,VS2,59.8,58.0,7732,7.19,7.09,4.27 +15971,1.13,Ideal,F,SI1,59.6,57.0,6391,6.83,6.79,4.06 +27513,2.02,Good,E,SI2,58.8,61.0,18236,8.21,8.25,4.84 +10475,0.92,Ideal,E,SI1,61.0,55.0,4791,6.27,6.25,3.82 +43878,0.5,Very Good,E,VS2,62.1,62.0,1451,5.08,5.1,3.16 +29375,0.31,Very Good,E,SI1,63.1,55.0,698,4.36,4.33,2.74 +18337,1.11,Ideal,E,VS2,62.2,56.0,7459,6.66,6.59,4.12 +34394,0.34,Ideal,G,VVS1,61.9,54.0,863,4.49,4.52,2.79 +22164,1.5,Very Good,H,VS2,63.4,57.0,10206,7.27,7.2,4.59 +29751,0.31,Very Good,D,VS1,63.7,58.0,709,4.27,4.3,2.73 +25369,0.28,Ideal,F,VVS2,61.8,56.0,642,4.22,4.26,2.62 +28540,0.3,Premium,E,SI1,62.5,59.0,675,4.3,4.28,2.68 +31600,0.2,Ideal,E,VS2,62.2,57.0,367,3.76,3.73,2.33 +9440,0.9,Very Good,H,VS1,62.3,59.0,4592,6.12,6.17,3.83 +41586,0.3,Very Good,H,SI1,62.4,58.0,389,4.23,4.29,2.66 +33564,0.41,Premium,F,SI2,60.8,58.0,830,4.83,4.78,2.92 +37349,0.4,Premium,G,VVS2,62.0,58.0,982,4.68,4.74,2.92 +36991,0.33,Ideal,F,VVS1,61.5,56.0,964,4.46,4.49,2.75 +21119,1.5,Very Good,G,SI2,63.1,57.0,9282,7.29,7.25,4.59 +14002,1.2,Premium,I,VS2,62.6,58.0,5699,6.77,6.72,4.22 +13449,1.2,Very Good,I,SI1,62.6,59.0,5522,6.75,6.71,4.21 +20747,1.24,Ideal,F,VS2,61.7,53.0,8983,6.93,6.9,4.27 +26386,1.23,Very Good,E,VVS1,61.2,59.0,15878,6.9,6.98,4.25 +29983,0.43,Ideal,I,VS2,62.0,55.0,716,4.84,4.87,3.01 +35139,0.39,Very Good,E,VS2,60.1,61.0,889,4.72,4.76,2.85 +47224,0.51,Ideal,G,VVS1,60.8,56.0,1839,5.21,5.22,3.17 +47540,0.55,Ideal,F,VS2,62.1,55.0,1871,5.27,5.25,3.26 +10191,0.95,Very Good,E,SI1,61.6,56.0,4738,6.31,6.36,3.9 +24833,2.03,Premium,D,SI2,61.7,58.0,13229,8.14,8.1,5.01 +19894,1.2,Good,G,VS1,62.8,59.0,8442,6.64,6.7,4.19 +2707,0.31,Ideal,H,VS1,61.3,55.0,562,4.36,4.38,2.68 +8453,1.07,Very Good,H,SI2,62.8,57.0,4413,6.5,6.58,4.11 +51604,0.7,Good,H,SI1,63.7,57.0,2394,5.58,5.57,3.55 +18748,1.2,Premium,G,VS2,61.6,59.0,7661,6.85,6.81,4.21 +47107,0.43,Ideal,E,VVS1,61.0,57.0,1827,4.85,4.88,2.97 +43727,0.51,Ideal,E,SI1,62.2,57.0,1438,5.08,5.12,3.17 +26702,0.32,Ideal,F,VS2,61.6,55.0,645,4.4,4.43,2.72 +39618,0.37,Very Good,H,SI1,62.6,63.0,491,4.6,4.5,2.85 +8745,0.9,Premium,E,SI1,60.8,59.0,4463,6.19,6.24,3.78 +9168,0.98,Very Good,G,SI2,62.2,57.0,4542,6.33,6.37,3.95 +44380,0.5,Premium,E,VS2,60.7,59.0,1581,5.11,5.13,3.11 +10287,1.01,Very Good,I,VS1,62.2,60.0,4756,6.39,6.35,3.96 +50726,0.7,Ideal,H,SI1,62.5,56.0,2294,5.64,5.69,3.54 +1549,0.89,Good,H,SI2,63.3,59.0,3002,6.04,6.09,3.84 +32878,0.36,Ideal,E,SI1,62.4,55.0,810,4.55,4.52,2.83 +37535,0.4,Ideal,E,VVS2,61.5,55.0,988,4.77,4.79,2.94 +32383,0.3,Ideal,D,VS2,62.4,55.0,790,4.32,4.3,2.69 +3453,0.74,Ideal,G,VVS1,62.1,56.0,3388,5.78,5.82,3.6 +38201,0.44,Very Good,H,VVS1,63.1,56.0,1016,4.83,4.87,3.06 +44648,0.28,Very Good,G,VVS2,62.3,56.0,522,4.16,4.19,2.6 +27930,0.32,Good,E,VS2,64.1,54.0,658,4.32,4.36,2.78 +42432,0.54,Very Good,F,SI1,64.0,59.0,1314,5.14,5.18,3.3 +40094,0.33,Ideal,G,VVS1,61.5,56.0,1114,4.46,4.45,2.74 +43876,0.52,Ideal,F,VS2,61.3,56.0,1451,5.14,5.2,3.17 +42208,0.52,Very Good,H,VS2,62.0,57.0,1289,5.08,5.12,3.16 +39256,0.38,Ideal,E,VS1,61.6,56.0,1069,4.67,4.65,2.87 +17046,0.28,Ideal,E,VVS2,60.7,57.0,612,4.22,4.25,2.57 +45461,0.52,Ideal,G,SI1,61.2,55.0,1675,5.2,5.23,3.19 +47682,0.51,Ideal,D,VS2,61.9,57.0,1882,5.15,5.09,3.17 +24574,1.51,Premium,G,VS2,62.5,59.0,12872,7.34,7.28,4.57 +37595,0.24,Very Good,E,VVS2,62.2,60.0,485,3.97,4.01,2.48 +47421,0.57,Ideal,E,VS2,61.8,56.0,1851,5.29,5.33,3.28 +28718,0.45,Good,E,SI2,64.1,62.0,680,4.82,4.75,3.07 +24892,2.0,Good,E,SI2,57.3,65.0,13320,8.26,8.22,4.72 +2632,0.72,Very Good,F,VS1,62.2,57.0,3229,5.7,5.74,3.56 +27254,2.29,Premium,H,SI2,62.5,58.0,17666,8.43,8.37,5.25 +44477,0.51,Ideal,G,VS1,61.3,55.7,1595,5.15,5.18,3.16 +48338,0.63,Premium,F,VS2,58.2,61.0,1960,5.68,5.62,3.29 +42678,0.53,Very Good,G,SI1,61.6,57.0,1336,5.18,5.21,3.2 +15844,1.31,Ideal,I,VS2,62.4,57.0,6338,6.93,6.97,4.34 +29451,0.33,Ideal,E,SI1,61.6,55.0,702,4.47,4.49,2.76 +42867,0.43,Ideal,F,VVS1,62.0,57.0,1358,4.81,4.84,2.99 +561,0.79,Ideal,G,SI1,61.8,56.0,2831,5.93,5.91,3.66 +21884,1.5,Premium,G,SI1,62.9,56.0,9954,7.34,7.22,4.58 +38563,0.52,Ideal,H,SI2,61.5,56.0,1035,5.17,5.21,3.19 +39519,0.32,Premium,E,VVS2,61.1,58.0,1080,4.45,4.42,2.71 +33789,0.32,Ideal,H,IF,60.9,56.0,842,4.41,4.42,2.69 +36844,0.37,Ideal,F,VS2,60.6,56.0,957,4.64,4.63,2.81 +43443,0.5,Premium,E,SI1,62.3,58.0,1415,5.15,5.09,3.19 +11911,1.01,Fair,D,SI1,66.2,56.0,5122,6.05,6.1,4.02 +50702,0.53,Premium,F,VVS2,61.4,57.0,2290,5.22,5.2,3.2 +51630,0.71,Very Good,F,SI2,63.2,57.0,2397,5.66,5.7,3.59 +46417,0.55,Ideal,D,VS2,61.0,56.0,1768,5.31,5.28,3.23 +48640,0.31,Premium,I,SI1,60.1,59.0,537,4.41,4.38,2.64 +23267,1.52,Ideal,H,VS2,62.4,58.0,11272,7.3,7.37,4.58 +16946,1.16,Ideal,F,SI1,62.6,58.0,6768,6.68,6.73,4.2 +21653,1.7,Very Good,H,SI2,63.8,55.0,9745,7.47,7.55,4.79 +30410,0.4,Good,H,VS2,59.4,64.0,730,4.75,4.82,2.84 +36245,0.41,Ideal,E,VS2,61.8,56.0,935,4.74,4.78,2.94 +13493,1.01,Fair,G,VS2,64.5,57.0,5538,6.26,6.2,4.02 +45063,0.53,Very Good,G,VS1,63.1,56.0,1642,5.12,5.15,3.24 +5117,1.09,Ideal,E,SI2,59.4,57.0,3760,6.74,6.65,3.98 +22028,0.31,Ideal,F,SI1,62.0,54.0,628,4.36,4.38,2.71 +12475,1.02,Ideal,H,SI1,60.8,58.0,5251,6.47,6.49,3.94 +51803,0.7,Premium,I,VVS2,62.4,61.0,2415,5.75,5.6,3.54 +46008,0.57,Very Good,H,VVS2,62.2,56.0,1726,5.32,5.35,3.31 +23523,1.54,Very Good,H,VS2,62.1,62.0,11527,7.31,7.38,4.56 +43174,0.54,Premium,I,VS1,61.5,58.0,1389,5.28,5.26,3.24 +8785,1.0,Premium,D,SI1,62.3,60.0,4469,6.23,6.19,3.87 +50842,0.7,Good,E,SI2,57.8,61.0,2310,5.88,5.82,3.38 +3244,0.71,Ideal,E,VS1,62.4,57.0,3354,5.67,5.71,3.55 +18359,1.5,Fair,D,SI2,68.8,57.0,7469,6.9,6.86,4.73 +30070,0.32,Premium,G,VS2,59.9,57.0,720,4.51,4.47,2.69 +26058,1.7,Very Good,G,VS2,62.6,57.0,15259,7.6,7.67,4.78 +22826,1.7,Ideal,F,SI1,59.7,57.0,10853,7.73,7.65,4.59 +53263,0.7,Premium,G,VS1,62.6,58.0,2648,5.64,5.61,3.52 +15733,1.11,Ideal,E,SI1,61.4,58.0,6291,6.66,6.62,4.08 +46131,0.65,Good,I,VS1,61.1,61.7,1744,5.55,5.59,3.4 +8357,1.02,Fair,D,SI1,70.6,57.0,4398,6.08,6.01,4.27 +13460,1.13,Very Good,G,SI1,63.1,58.0,5526,6.65,6.59,4.18 +31649,0.28,Very Good,E,VS1,59.0,60.0,452,4.26,4.32,2.53 +428,0.84,Very Good,E,SI1,63.4,55.0,2813,6.0,5.95,3.79 +25334,1.2,Ideal,D,VVS2,62.7,54.0,14033,6.8,6.82,4.27 +25623,1.04,Ideal,D,IF,61.8,57.0,14494,6.49,6.52,4.02 +15863,1.2,Good,D,SI2,62.2,65.0,6344,6.75,6.7,4.18 +18855,1.22,Premium,G,VS2,61.2,58.0,7729,6.81,6.91,4.2 +9803,0.9,Very Good,D,VS2,63.0,62.0,4668,6.06,6.13,3.84 +16870,1.5,Good,I,SI2,58.5,60.0,6731,7.41,7.5,4.36 +23673,1.16,Premium,G,VVS1,61.6,55.0,11717,6.85,6.72,4.18 +9856,0.9,Ideal,F,VS2,62.7,56.0,4678,6.17,6.2,3.88 +22964,2.01,Ideal,J,SI2,62.9,54.0,11011,8.06,7.93,5.05 +8769,1.04,Premium,G,SI1,62.3,57.0,4467,6.5,6.46,4.04 +42222,0.33,Ideal,E,IF,62.1,55.0,1289,4.43,4.46,2.76 +23047,1.53,Premium,D,SI2,60.7,60.0,11078,7.45,7.41,4.51 +31980,0.26,Very Good,F,VS1,59.5,58.0,453,4.18,4.23,2.5 +24791,2.0,Premium,J,VS2,60.8,62.0,13162,8.12,8.09,4.93 +14926,1.27,Very Good,I,VS2,62.6,59.0,6007,6.86,6.95,4.32 +20643,1.05,Ideal,G,VVS1,61.2,57.0,8931,6.54,6.57,4.01 +2214,0.68,Very Good,G,IF,62.7,56.0,3143,5.56,5.6,3.5 +40522,0.51,Good,D,SI2,64.2,56.0,1146,5.02,5.05,3.23 +12148,1.0,Good,D,VS2,62.1,64.0,5174,6.38,6.35,3.95 +12833,1.05,Premium,D,SI1,61.6,61.0,5351,6.55,6.5,4.02 +51091,0.73,Premium,E,SI2,60.6,59.0,2335,5.85,5.8,3.53 +32215,0.31,Ideal,G,VVS1,61.5,55.0,789,4.39,4.42,2.71 +17397,0.32,Ideal,D,SI2,62.6,56.0,612,4.4,4.38,2.75 +41069,0.54,Ideal,G,SI2,61.4,56.0,1192,5.27,5.29,3.24 +1917,0.8,Very Good,F,SI1,63.5,58.0,3082,5.89,5.85,3.73 +38018,0.39,Premium,G,VS2,62.3,59.0,1009,4.69,4.65,2.91 +13670,1.19,Premium,H,SI1,61.4,58.0,5595,6.79,6.83,4.18 +37838,0.33,Ideal,D,VS2,62.1,55.0,1002,4.46,4.43,2.76 +18971,1.13,Ideal,G,VS1,61.0,56.4,7808,6.7,6.75,4.1 +33289,0.31,Ideal,G,SI1,62.2,55.0,462,4.36,4.38,2.72 +21048,0.31,Ideal,H,VVS2,62.4,57.0,625,4.32,4.36,2.71 +34984,0.34,Premium,F,VS2,62.3,57.0,880,4.48,4.44,2.78 +11864,1.08,Ideal,F,SI1,62.9,57.0,5106,6.54,6.53,4.11 +558,0.72,Ideal,E,SI1,62.3,57.0,2831,5.7,5.76,3.57 +32782,0.37,Premium,D,VS1,60.2,60.0,803,4.63,4.68,2.8 +18647,1.21,Premium,G,VS2,62.2,60.0,7611,6.79,6.75,4.21 +38941,0.31,Premium,H,VS2,62.2,58.0,489,4.31,4.34,2.69 +44255,0.51,Premium,D,SI1,63.0,59.0,1574,5.11,5.05,3.2 +21561,1.0,Premium,D,VVS2,61.3,58.0,9660,6.42,6.37,3.92 +43541,0.59,Good,I,VVS2,57.8,61.0,1427,5.52,5.6,3.21 +23124,1.59,Ideal,E,SI2,62.3,55.0,11149,7.48,7.52,4.67 +9459,1.38,Good,J,SI2,63.7,58.0,4598,7.06,7.01,4.48 +15886,1.02,Ideal,G,VS2,62.5,57.0,6352,6.41,6.45,4.02 +31667,0.32,Premium,E,VS2,61.6,59.0,768,4.43,4.4,2.72 +2654,0.71,Ideal,D,VS2,61.4,56.0,3234,5.74,5.79,3.54 +11545,1.22,Very Good,J,SI1,62.2,59.0,5029,6.77,6.8,4.22 +36520,0.3,Premium,F,VVS2,61.4,59.0,945,4.36,4.31,2.66 +24389,0.41,Very Good,E,SI2,62.8,58.0,638,4.69,4.73,2.96 +18199,1.23,Ideal,H,VVS2,61.3,55.0,7387,6.9,6.94,4.24 +42057,0.61,Ideal,F,SI2,61.0,56.0,1270,5.48,5.53,3.36 +33709,0.3,Ideal,E,VVS1,61.6,56.0,838,4.31,4.32,2.66 +34485,0.43,Very Good,G,VS2,59.1,60.0,867,4.88,4.93,2.9 +41017,0.41,Ideal,E,VVS2,61.4,53.9,1186,4.79,4.81,2.95 +42726,0.43,Ideal,G,IF,61.6,57.0,1341,4.84,4.81,2.97 +31367,0.33,Ideal,F,VVS2,61.7,55.0,761,4.46,4.49,2.76 +27777,0.32,Ideal,H,VS2,61.5,56.0,648,4.4,4.38,2.7 +4851,0.71,Ideal,F,VS1,61.4,56.0,3710,5.75,5.78,3.54 +30069,0.32,Ideal,G,VS2,60.3,57.0,720,4.46,4.43,2.68 +25735,2.04,Premium,I,SI2,60.3,60.0,14660,8.26,8.19,4.96 +23383,0.36,Ideal,E,SI1,61.9,56.0,631,4.53,4.58,2.82 +15773,1.3,Very Good,H,SI1,63.4,57.0,6307,6.93,6.88,4.38 +15425,1.01,Premium,D,SI1,62.0,60.0,6176,6.4,6.37,3.96 +10679,0.9,Very Good,H,VVS2,59.7,62.0,4842,6.2,6.23,3.71 +35381,0.41,Very Good,G,VS1,61.5,58.0,899,4.76,4.8,2.94 +10589,0.91,Good,F,VS1,63.5,56.0,4823,6.14,6.18,3.91 +14603,1.24,Premium,F,SI2,61.4,58.0,5889,6.94,6.9,4.25 +1912,0.71,Ideal,H,VS2,61.8,55.0,3080,5.73,5.75,3.55 +17533,1.0,Premium,F,VS1,59.2,60.0,7056,6.53,6.48,3.85 +11357,0.99,Very Good,D,SI2,62.5,57.0,4993,6.3,6.34,3.95 +44891,0.5,Ideal,E,VS2,62.1,57.0,1629,5.1,5.05,3.15 +8959,0.91,Good,F,VS1,63.1,59.0,4502,6.14,6.19,3.89 +19080,1.07,Ideal,F,VS1,62.1,55.0,7850,6.58,6.56,4.08 +45726,0.72,Very Good,H,SI2,63.3,57.0,1698,5.7,5.67,3.6 +52730,0.7,Very Good,H,VVS2,62.5,55.0,2558,5.65,5.68,3.54 +38856,0.4,Ideal,G,VVS2,62.4,56.0,1050,4.74,4.72,2.95 +27072,2.14,Premium,I,VS2,60.7,59.0,17193,8.33,8.28,5.04 +45720,0.55,Ideal,F,VS2,61.2,55.0,1698,5.3,5.28,3.24 +28141,0.3,Ideal,G,VVS2,62.4,55.0,665,4.32,4.34,2.7 +48460,0.57,Ideal,G,VVS2,60.5,56.0,1976,5.36,5.38,3.25 +33765,0.4,Ideal,I,VS2,61.4,58.0,840,4.78,4.73,2.92 +46924,0.52,Ideal,G,VS1,61.1,55.0,1815,5.19,5.15,3.16 +14383,0.3,Very Good,G,VS1,62.8,58.0,605,4.26,4.28,2.68 +20057,0.31,Very Good,F,VS2,62.9,59.0,625,4.27,4.32,2.7 +46040,0.57,Premium,E,SI1,61.4,58.0,1728,5.34,5.28,3.26 +15364,0.3,Ideal,G,VS1,61.5,56.0,605,4.28,4.34,2.65 +32842,0.36,Premium,F,VS2,62.0,59.0,807,4.56,4.51,2.81 +20689,1.54,Premium,G,SI2,62.4,57.0,8969,7.39,7.36,4.6 +29603,0.35,Ideal,F,VS2,61.5,57.0,706,4.52,4.55,2.79 +7491,1.02,Premium,F,SI2,59.9,62.0,4238,6.53,6.5,3.9 +15115,1.24,Very Good,I,SI1,61.4,59.0,6075,6.86,6.92,4.23 +30430,0.32,Ideal,G,VVS2,61.9,57.0,730,4.38,4.41,2.72 +49494,0.7,Very Good,G,SI2,63.2,57.0,2117,5.7,5.66,3.59 +38710,0.42,Very Good,H,VVS1,63.9,56.0,1042,4.73,4.75,3.03 +1955,0.91,Very Good,H,SI1,63.0,57.0,3087,6.1,6.19,3.87 +14065,0.3,Ideal,F,VS2,61.8,57.0,605,4.31,4.33,2.67 +29658,0.35,Ideal,F,VS2,61.4,54.0,706,4.54,4.58,2.8 +39719,0.51,Very Good,F,SI2,58.9,60.0,1090,5.19,5.24,3.07 +38139,0.3,Premium,G,VVS1,62.1,61.0,1013,4.3,4.27,2.66 +19612,1.32,Ideal,G,SI1,62.1,57.0,8231,7.02,7.05,4.37 +8592,1.07,Premium,H,SI1,62.9,61.0,4440,6.47,6.41,4.05 +41726,0.41,Ideal,H,IF,62.1,56.0,1243,4.76,4.74,2.95 +10607,1.08,Premium,H,SI1,62.6,56.0,4826,6.58,6.52,4.1 +17398,0.34,Premium,E,SI1,59.3,58.0,612,4.59,4.55,2.71 +32961,0.32,Ideal,G,SI1,61.4,55.0,461,4.4,4.46,2.72 +18966,1.23,Ideal,H,VS1,60.6,57.0,7803,6.94,6.98,4.22 +51035,0.8,Very Good,I,SI2,60.7,56.0,2329,6.01,6.03,3.66 +30394,0.33,Ideal,H,VVS1,62.1,55.0,730,4.46,4.5,2.78 +41484,0.39,Very Good,D,VVS2,63.0,57.0,1232,4.65,4.69,2.94 +1859,0.71,Ideal,F,VS1,62.1,57.0,3066,5.73,5.76,3.57 +48620,0.7,Very Good,I,SI1,63.5,59.0,1999,5.65,5.62,3.58 +8414,0.92,Good,F,VS2,63.1,57.0,4404,6.11,6.16,3.87 +3043,0.3,Ideal,F,VS2,62.4,57.0,565,4.29,4.33,2.69 +47679,0.51,Ideal,D,VS2,61.9,57.0,1882,5.13,5.11,3.17 +17333,1.2,Very Good,F,SI1,63.3,58.0,6955,6.63,6.57,4.18 +21609,1.55,Ideal,G,SI2,60.7,55.0,9704,7.54,7.51,4.57 +26495,2.24,Premium,I,SI2,62.5,59.0,16097,8.36,8.28,5.2 +11515,1.39,Ideal,F,SI2,62.2,56.0,5021,7.2,7.15,4.46 +19327,1.01,Ideal,G,VVS2,62.2,56.0,8034,6.41,6.46,4.0 +5205,1.0,Good,J,SI1,63.8,59.0,3780,6.34,6.27,4.02 +40528,0.52,Good,G,SI1,64.3,61.0,1147,5.01,4.97,3.21 +48716,0.77,Premium,J,SI1,61.8,59.0,2010,5.86,5.82,3.61 +33270,0.34,Good,G,VVS2,58.0,61.0,826,4.56,4.58,2.65 +10349,0.9,Ideal,E,VS2,62.7,56.0,4770,6.14,6.18,3.86 +49350,0.7,Ideal,J,SI1,60.3,57.0,2096,5.75,5.79,3.48 +39408,0.41,Premium,F,VS1,58.6,61.0,1076,4.87,4.83,2.84 +28644,0.33,Premium,I,SI1,60.4,59.0,434,4.5,4.54,2.73 +22077,1.33,Good,G,VS1,62.8,60.0,10096,6.87,6.92,4.33 +15992,1.01,Very Good,E,VS2,58.1,60.0,6399,6.51,6.58,3.8 +35201,0.46,Good,E,SI1,63.7,58.0,891,4.84,4.9,3.1 +12312,1.2,Very Good,H,SI2,63.5,57.0,5221,6.67,6.71,4.25 +46713,0.59,Ideal,D,SI1,61.3,59.0,1793,5.36,5.4,3.3 +52481,0.73,Premium,I,VVS2,60.6,58.0,2519,5.84,5.78,3.52 +24749,2.0,Premium,D,SI2,61.9,59.0,13098,8.02,8.0,4.98 +3081,1.24,Ideal,J,SI1,62.3,57.0,3312,6.86,6.81,4.26 +5786,0.72,Very Good,E,VVS1,61.2,58.0,3903,5.75,5.79,3.53 +26634,2.11,Ideal,D,SI2,62.7,56.0,16404,8.25,8.18,5.14 +17694,1.27,Premium,G,SI1,61.4,59.0,7133,6.98,6.94,4.27 +43347,0.51,Ideal,F,SI1,60.0,57.0,1406,5.25,5.21,3.14 +21530,1.51,Very Good,D,SI2,59.7,58.0,9627,7.43,7.48,4.45 +39860,0.41,Ideal,H,IF,61.8,55.0,1100,4.79,4.82,2.97 +38072,0.3,Premium,E,VVS2,61.4,59.0,1013,4.34,4.32,2.66 +35823,0.31,Ideal,F,IF,60.9,56.0,914,4.37,4.4,2.67 +2062,0.32,Very Good,H,VS1,62.9,54.0,561,4.37,4.41,2.76 +49826,0.7,Fair,F,SI1,64.8,60.0,2167,5.57,5.54,3.6 +3266,0.7,Ideal,D,VS2,61.4,55.0,3360,5.71,5.75,3.52 +19415,1.55,Premium,I,SI2,58.2,59.0,8069,7.73,7.63,4.47 +23899,1.5,Very Good,G,VS1,63.4,59.0,12005,7.25,7.19,4.58 +1065,0.31,Ideal,E,SI2,60.1,57.0,558,4.44,4.41,2.66 +48192,0.53,Ideal,G,VVS2,61.0,56.0,1946,5.21,5.25,3.19 +42690,0.5,Ideal,E,SI1,60.6,59.0,1337,5.13,5.16,3.12 +23946,1.22,Ideal,G,VVS1,61.5,56.0,12081,6.86,6.9,4.23 +1954,0.7,Good,D,VS2,63.2,60.0,3087,5.56,5.61,3.53 +51283,0.77,Premium,E,SI2,58.2,60.0,2360,6.01,5.95,3.48 +14337,1.0,Premium,G,VS2,63.0,59.0,5806,6.4,6.36,4.02 +25888,2.1,Premium,I,SI1,61.5,57.0,15007,8.25,8.21,5.06 +15526,1.01,Good,E,VS2,62.5,58.0,6221,6.32,6.36,3.96 +928,0.54,Ideal,F,VVS1,61.8,56.0,2882,5.23,5.26,3.24 +15687,1.23,Ideal,D,SI2,62.4,56.0,6289,6.81,6.87,4.27 +12314,1.0,Premium,F,SI1,62.3,59.0,5221,6.44,6.36,3.99 +16266,1.02,Premium,G,VS1,60.8,58.0,6505,6.52,6.47,3.95 +35443,0.32,Ideal,E,VS2,62.6,53.0,900,4.38,4.37,2.74 +27964,0.3,Very Good,E,VS2,62.8,59.0,658,4.24,4.26,2.67 +27373,0.34,Ideal,H,SI1,61.5,55.0,647,4.53,4.55,2.79 +52025,0.53,Ideal,F,IF,62.4,55.0,2447,5.2,5.19,3.24 +47981,0.32,Ideal,E,SI1,61.5,55.0,532,4.4,4.44,2.72 +19621,1.26,Ideal,H,VS1,60.9,57.0,8238,6.97,6.99,4.25 +17721,0.33,Very Good,H,VVS2,61.6,56.0,614,4.44,4.47,2.74 +40562,0.41,Ideal,G,VVS1,61.8,55.0,1151,4.76,4.78,2.95 +51080,0.72,Good,G,SI2,63.7,59.0,2333,5.74,5.65,3.63 +38293,0.28,Very Good,D,VS1,61.7,58.0,487,4.19,4.24,2.6 +3120,0.7,Ideal,H,VVS2,61.8,55.0,3325,5.69,5.74,3.53 +207,0.7,Very Good,E,SI1,63.2,60.0,2777,5.6,5.51,3.51 +404,0.32,Good,I,SI1,63.9,55.0,554,4.36,4.34,2.78 +42976,0.41,Very Good,E,VVS1,62.9,59.0,1367,4.72,4.76,2.98 +19588,1.0,Very Good,F,VVS2,61.4,58.0,8216,6.36,6.41,3.92 +14108,1.2,Ideal,G,SI2,61.1,57.0,5722,6.83,6.86,4.18 +52894,0.7,Very Good,H,VVS2,58.8,58.0,2585,5.88,5.78,3.43 +35239,0.43,Very Good,E,SI1,63.4,56.0,894,4.82,4.8,3.05 +4050,1.03,Fair,I,SI2,65.2,56.0,3530,6.42,6.35,4.16 +25562,1.75,Ideal,I,VVS2,62.1,56.0,14394,7.72,7.69,4.79 +3435,0.91,Very Good,G,SI2,64.0,61.0,3387,6.05,6.08,3.88 +20866,1.31,Premium,G,VS2,61.3,58.0,9085,7.05,7.01,4.31 +9996,1.0,Very Good,E,SI2,63.5,56.0,4704,6.38,6.31,4.03 +34522,0.33,Premium,H,IF,61.8,60.0,868,4.4,4.44,2.73 +22135,1.7,Very Good,J,VS1,62.9,58.0,10165,7.54,7.67,4.79 +21369,0.36,Ideal,D,SI1,62.0,54.0,626,4.58,4.61,2.85 +5966,0.9,Ideal,F,SI1,61.8,57.0,3950,6.19,6.21,3.83 +27251,1.52,Ideal,D,VS1,61.2,57.0,17659,7.4,7.46,4.55 +53093,0.7,Very Good,G,VS1,62.8,58.0,2613,5.62,5.68,3.55 +26094,2.02,Very Good,D,SI2,60.6,57.0,15334,8.19,8.25,4.98 +45129,0.62,Ideal,H,VS2,62.8,57.0,1652,5.43,5.4,3.4 +42546,0.58,Ideal,J,VS1,61.9,58.0,1324,5.31,5.35,3.3 +39647,0.47,Fair,G,SI1,58.4,60.0,1086,5.16,5.12,3.0 +6553,1.01,Premium,I,SI2,60.5,60.0,4072,6.52,6.5,3.94 +11881,1.03,Ideal,G,SI1,60.1,59.0,5111,6.6,6.57,3.96 +6282,1.01,Very Good,F,SI2,60.8,63.0,4017,6.38,6.32,3.86 +8454,1.0,Very Good,G,SI1,62.6,57.0,4413,6.31,6.37,3.97 +13210,1.12,Ideal,H,SI1,60.7,56.0,5457,6.74,6.7,4.08 +48774,0.7,Very Good,F,SI2,58.8,57.0,2020,5.85,5.89,3.45 +20863,1.56,Ideal,H,SI2,62.4,55.0,9081,7.39,7.48,4.64 +35670,0.4,Very Good,F,VS1,63.4,54.0,909,4.68,4.72,2.98 +41901,0.55,Ideal,J,VS2,61.7,54.0,1260,5.34,5.29,3.28 +31449,0.4,Premium,I,SI1,59.8,57.0,765,4.83,4.8,2.88 +45371,0.53,Ideal,G,SI1,61.6,57.0,1665,5.19,5.24,3.21 +30294,0.34,Ideal,F,SI2,60.1,56.0,447,4.54,4.55,2.73 +39452,0.5,Good,E,SI2,63.7,55.0,1077,5.03,5.08,3.22 +39814,0.4,Ideal,G,VVS1,61.7,55.0,1097,4.75,4.78,2.94 +3631,0.71,Ideal,G,VS1,61.8,57.0,3431,5.69,5.73,3.53 +17250,1.01,Very Good,D,VS2,60.4,58.0,6905,6.47,6.57,3.94 +9799,1.24,Premium,J,SI2,62.2,58.0,4666,6.94,6.82,4.28 +17736,1.51,Fair,J,VS1,65.2,56.0,7139,7.16,7.11,4.65 +34701,0.46,Very Good,J,VS1,62.5,58.0,874,4.87,4.92,3.06 +30312,0.31,Ideal,E,VS1,62.1,54.2,726,4.31,4.35,2.69 +27514,2.3,Premium,I,VS2,61.8,60.0,18239,8.47,8.39,5.21 +6143,0.9,Good,H,VS2,63.1,60.0,3989,6.08,6.12,3.85 +34787,0.4,Ideal,H,VVS2,62.4,57.0,877,4.69,4.73,2.94 +53388,0.79,Very Good,H,SI1,63.2,59.0,2663,5.87,5.84,3.7 +22159,1.57,Very Good,H,SI1,62.0,60.0,10200,7.4,7.44,4.6 +38559,0.5,Very Good,I,SI1,62.5,57.0,1035,5.06,5.09,3.17 +37191,0.34,Ideal,E,VVS1,61.4,56.0,973,4.51,4.54,2.78 +25167,2.01,Fair,J,VS2,64.9,60.0,13744,7.82,7.78,5.06 +34423,0.3,Ideal,G,IF,62.1,55.0,863,4.32,4.35,2.69 +43105,0.54,Ideal,G,SI1,61.4,54.0,1384,5.27,5.35,3.26 +51507,1.12,Premium,G,I1,60.4,59.0,2383,6.71,6.67,0.0 +9888,1.05,Premium,H,SI1,62.2,58.0,4682,6.5,6.46,4.03 +38564,0.5,Ideal,H,SI1,61.7,58.0,1035,5.07,5.11,3.14 +11384,0.34,Premium,G,VS2,60.3,58.0,596,4.49,4.53,2.72 +49914,0.7,Ideal,F,SI2,61.1,56.0,2183,5.71,5.78,3.51 +49854,0.71,Very Good,G,SI2,62.4,54.0,2171,5.72,5.76,3.58 +38532,0.38,Premium,H,VVS1,59.1,58.0,1033,4.76,4.71,2.8 +19116,1.23,Ideal,I,VS1,61.1,57.0,7881,6.88,6.9,4.21 +40102,0.33,Ideal,G,VVS1,62.3,55.0,1114,4.46,4.43,2.77 +11536,1.01,Premium,H,VS2,61.3,58.0,5028,6.46,6.49,3.97 +5960,0.9,Very Good,F,SI1,62.0,59.0,3950,6.13,6.17,3.81 +4330,1.01,Premium,F,SI2,62.2,58.0,3597,6.4,6.37,3.97 +13494,1.01,Premium,G,VS2,58.1,59.0,5538,6.61,6.53,3.82 +21513,1.56,Good,I,VS2,57.2,62.0,9609,7.66,7.72,4.4 +10115,1.02,Premium,G,SI1,62.3,59.0,4718,6.44,6.4,4.0 +36703,0.4,Very Good,D,VS2,63.5,55.0,952,4.69,4.66,2.97 +38033,0.38,Ideal,F,VVS2,62.0,54.1,1010,4.66,4.68,2.9 +22967,1.01,Ideal,D,VVS2,61.5,57.0,11015,6.43,6.48,3.97 +22523,1.53,Ideal,I,VS1,61.5,55.0,10560,7.4,7.42,4.56 +52097,0.81,Ideal,G,SI2,61.7,57.0,2459,5.98,6.01,3.7 +19263,1.52,Ideal,I,SI2,62.5,58.0,7990,7.29,7.33,4.57 +15801,1.31,Premium,I,VS2,61.9,59.0,6323,7.02,6.98,4.33 +14156,1.17,Ideal,G,SI2,62.6,55.0,5743,6.74,6.78,4.23 +35767,0.4,Premium,E,VS2,60.7,60.0,912,4.7,4.75,2.87 +16924,1.16,Ideal,E,SI1,61.9,55.0,6755,6.74,6.79,4.19 +18045,0.35,Very Good,E,SI1,60.7,59.0,614,4.52,4.57,2.76 +5354,0.73,Fair,E,VVS2,57.4,59.0,3813,5.99,5.95,3.43 +11054,0.32,Very Good,I,VVS1,60.9,57.0,596,4.45,4.48,2.71 +50771,0.71,Premium,I,VS2,62.8,59.0,2300,5.67,5.64,3.55 +23956,1.53,Premium,H,VVS2,60.4,60.0,12092,7.46,7.41,4.49 +28860,0.3,Ideal,F,VVS2,62.2,55.0,684,4.29,4.33,2.68 +49298,0.39,Ideal,J,SI1,62.6,53.0,539,4.68,4.71,2.94 +12849,0.9,Good,E,VS1,59.3,56.0,5356,6.27,6.32,3.73 +38746,0.35,Ideal,G,IF,61.8,55.0,1044,4.54,4.56,2.81 +185,0.72,Good,G,VS2,59.7,60.5,2776,5.8,5.84,3.47 +1719,0.32,Good,G,VS2,63.3,54.0,561,4.36,4.39,2.77 +9979,1.32,Premium,I,SI2,60.8,58.0,4704,7.03,7.11,4.3 +2416,0.72,Ideal,H,VVS1,60.8,58.0,3180,5.77,5.8,3.52 +45516,0.58,Ideal,E,VS2,62.3,54.0,1683,5.39,5.43,3.37 +16825,1.21,Premium,H,VS2,60.8,58.0,6710,6.91,6.88,4.19 +39805,0.38,Ideal,F,VVS1,62.3,54.0,1096,4.64,4.7,2.91 +19356,0.3,Good,E,VVS2,61.1,61.0,622,4.32,4.36,2.65 +4855,0.71,Ideal,F,VS1,61.9,56.0,3710,5.69,5.72,3.53 +30334,0.33,Ideal,H,VS1,60.9,56.0,727,4.46,4.5,2.73 +10548,1.04,Premium,D,SI2,61.6,58.0,4811,6.52,6.46,4.0 +43977,0.37,Ideal,G,SI2,61.3,55.0,518,4.64,4.66,2.85 +12679,1.01,Ideal,H,VS2,62.7,57.0,5306,6.41,6.39,4.01 +26390,1.69,Premium,G,VVS2,62.9,58.0,15889,7.59,7.51,4.75 +22760,1.5,Ideal,E,SI1,62.6,56.0,10777,7.27,7.3,4.56 +47159,0.55,Ideal,G,VS2,61.2,55.0,1833,5.3,5.35,3.26 +33813,0.4,Premium,F,VS2,59.3,59.0,842,4.79,4.83,2.85 +11970,1.14,Premium,G,SI2,60.9,56.0,5139,6.8,6.73,4.12 +32236,0.31,Ideal,G,VVS1,62.6,53.0,789,4.37,4.38,2.74 +9166,1.02,Premium,F,SI2,62.5,60.0,4541,6.43,6.36,4.0 +49821,0.61,Ideal,G,VS1,60.9,57.0,2167,5.46,5.5,3.34 +38980,0.4,Ideal,I,IF,62.8,54.0,1053,4.7,4.72,2.96 +30250,0.26,Premium,E,VVS2,60.8,61.0,724,4.13,4.12,2.51 +36986,0.38,Ideal,E,VS2,61.9,57.0,963,4.66,4.61,2.87 +37206,0.34,Ideal,G,IF,61.9,54.0,974,4.51,4.53,2.8 +27054,0.35,Ideal,G,VS2,61.3,56.0,646,4.54,4.58,2.8 +19993,1.01,Premium,F,VVS2,62.0,58.0,8532,6.36,6.45,3.97 +25679,2.04,Premium,I,SI2,59.8,59.0,14605,8.3,8.23,4.94 +29383,0.31,Ideal,E,SI1,62.7,57.0,698,4.32,4.29,2.7 +16299,2.0,Good,J,I1,63.6,62.0,6521,7.97,7.8,5.02 +10159,1.23,Good,J,VS2,63.6,60.0,4727,6.77,6.73,4.29 +22847,1.9,Premium,J,SI1,61.9,57.0,10885,7.98,7.95,4.93 +53509,0.71,Premium,F,VS2,59.6,59.0,2686,5.81,5.77,3.45 +33672,0.41,Ideal,G,SI2,61.0,57.0,836,4.82,4.79,2.93 +15757,1.5,Premium,D,I1,61.7,62.0,6300,7.28,7.24,4.48 +42762,0.56,Ideal,G,SI1,62.9,56.0,1345,5.27,5.25,3.31 +34866,0.3,Premium,G,VVS2,62.8,60.0,878,4.28,4.25,2.68 +6274,1.12,Premium,E,I1,61.0,59.0,4014,6.74,6.7,4.1 +31715,0.35,Ideal,E,VS1,61.6,55.1,771,4.54,4.58,2.81 +20022,0.32,Very Good,I,SI1,61.6,61.0,421,4.36,4.4,2.7 +42323,0.41,Very Good,D,VVS2,61.2,62.0,1295,4.78,4.82,2.94 +49026,0.76,Premium,J,VS2,59.9,59.0,2052,5.94,5.92,3.55 +48867,0.5,Ideal,E,VS1,61.1,58.0,2034,5.12,5.08,3.11 +45769,0.52,Ideal,F,VS1,62.5,57.0,1707,5.17,5.13,3.22 +11287,1.05,Ideal,H,SI1,61.8,56.0,4975,6.52,6.58,4.05 +4483,0.61,Ideal,D,VVS1,62.3,54.0,3625,5.4,5.45,3.38 +45881,0.36,Ideal,D,VVS1,61.5,55.0,1718,4.61,4.63,2.84 +19226,1.01,Premium,E,VS1,62.9,61.0,7964,6.39,6.33,4.0 +40999,0.6,Ideal,I,SI2,61.9,55.0,1182,5.43,5.46,3.37 +44991,0.31,Ideal,I,SI1,62.7,56.0,523,4.34,4.3,2.71 +3714,0.9,Very Good,G,SI2,63.1,55.0,3452,6.16,6.13,3.88 +11820,1.16,Ideal,E,SI2,59.9,57.0,5093,6.82,6.8,4.08 +37278,0.23,Very Good,G,VVS1,61.5,56.0,484,3.92,3.96,2.42 +47502,0.7,Good,H,SI1,64.2,58.0,1865,5.62,5.59,3.6 +7128,0.9,Ideal,H,VS2,61.6,57.0,4173,6.17,6.29,3.84 +6134,0.91,Ideal,G,SI2,61.6,56.0,3985,6.24,6.22,3.84 +24954,1.53,Premium,F,VS2,62.2,58.0,13423,7.36,7.27,4.55 +17540,1.5,Premium,I,SI2,62.2,61.0,7056,7.24,7.19,4.49 +4672,0.78,Ideal,E,SI1,60.4,57.0,3671,5.95,6.0,3.61 +42398,0.51,Very Good,F,SI1,62.9,56.0,1308,5.05,5.1,3.19 +5677,0.95,Ideal,I,VS2,62.2,57.0,3884,6.29,6.22,3.89 +51351,0.78,Good,E,SI2,63.7,54.0,2363,5.82,5.77,3.69 +21571,1.51,Good,D,SI1,64.1,62.0,9674,7.21,7.15,4.6 +37833,0.33,Ideal,D,VS2,60.7,57.0,1002,4.5,4.46,2.72 +49349,0.57,Ideal,F,VS2,60.7,56.0,2096,5.37,5.41,3.27 +32504,0.42,Very Good,G,SI1,61.9,55.0,798,4.78,4.88,2.99 +15758,1.5,Good,E,SI2,61.5,65.0,6300,7.21,7.17,4.42 +31789,0.42,Ideal,E,SI1,61.3,57.0,773,4.79,4.81,2.94 +8740,1.24,Very Good,G,SI2,63.3,57.0,4462,6.85,6.79,4.32 +40903,0.54,Ideal,H,SI1,62.1,56.0,1178,5.18,5.26,3.24 +25283,2.1,Premium,J,SI1,62.9,58.0,13930,8.15,8.09,5.11 +910,0.79,Very Good,D,SI2,59.7,58.0,2878,6.0,6.07,3.6 +34018,0.41,Ideal,E,VS2,62.2,56.0,848,4.75,4.8,2.97 +11645,1.2,Good,J,VS2,63.7,56.0,5053,6.67,6.62,4.23 +19134,1.23,Ideal,H,VS2,62.8,56.0,7900,6.76,6.84,4.27 +13661,1.0,Good,F,VS2,62.5,57.0,5592,6.34,6.42,3.99 +23580,1.25,Very Good,G,VVS1,60.2,58.0,11589,6.97,7.04,4.22 +40157,0.35,Premium,G,IF,60.6,60.0,1116,4.57,4.54,2.76 +38406,0.35,Premium,H,VVS1,61.2,60.0,1024,4.55,4.5,2.77 +43451,0.5,Very Good,E,SI1,63.3,58.0,1415,5.03,4.99,3.17 +42106,0.52,Very Good,E,SI1,58.8,59.0,1276,5.27,5.34,3.12 +17849,1.14,Ideal,G,VS2,61.9,56.0,7199,6.69,6.71,4.14 +22270,1.51,Very Good,H,VS2,63.0,57.0,10319,7.25,7.3,4.58 +28871,0.32,Premium,F,SI1,59.3,58.0,684,4.5,4.47,2.66 +33044,0.32,Ideal,G,VVS1,61.8,54.0,814,4.41,4.43,2.73 +43677,0.5,Ideal,F,VS2,62.5,57.0,1436,5.07,5.11,3.18 +23950,2.01,Very Good,J,SI1,62.2,59.0,12084,7.93,8.01,4.96 +10870,1.15,Ideal,G,SI2,62.4,56.0,4877,6.7,6.74,4.19 +38432,0.38,Ideal,F,VS2,62.8,57.0,1026,4.62,4.58,2.89 +29520,0.38,Ideal,I,VS1,62.4,54.4,703,4.62,4.66,2.9 +34292,0.3,Ideal,F,VVS1,62.2,53.0,857,4.3,4.32,2.68 +35842,0.32,Very Good,E,VVS1,60.4,57.0,917,4.42,4.46,2.68 +9906,1.11,Premium,H,VS1,62.3,57.0,4687,6.67,6.62,4.14 +20981,1.54,Ideal,G,SI2,61.9,55.0,9193,7.47,7.39,4.6 +49691,0.51,Ideal,D,VVS2,62.0,55.0,2145,5.13,5.16,3.19 +22400,2.77,Premium,H,I1,62.6,62.0,10424,8.93,8.83,5.56 +50784,0.51,Ideal,G,VVS2,61.2,56.0,2303,5.16,5.17,3.16 +14651,1.0,Very Good,E,VS1,63.2,53.0,5914,6.4,6.33,4.02 +137,0.71,Very Good,F,VS1,60.1,62.0,2765,5.74,5.77,3.46 +19388,1.2,Premium,G,VS1,62.5,59.0,8056,6.72,6.64,4.19 +14844,1.02,Very Good,H,VS1,63.1,57.0,5977,6.38,6.44,4.04 +13242,1.04,Ideal,H,SI1,61.7,56.0,5469,6.51,6.55,4.03 +17643,1.41,Premium,H,SI2,59.1,57.0,7106,7.41,7.34,4.36 +50904,0.72,Very Good,G,SI1,63.3,53.0,2318,5.73,5.68,3.61 +53923,0.7,Very Good,D,VS1,63.1,59.0,2755,5.67,5.58,3.55 +5513,0.91,Very Good,D,SI2,62.3,57.0,3848,6.14,6.22,3.85 +31462,0.4,Very Good,I,SI1,63.2,55.0,765,4.72,4.68,2.97 +36455,0.31,Ideal,D,VS2,62.5,57.0,942,4.36,4.31,2.71 +51761,0.7,Premium,E,SI1,61.9,59.0,2407,5.74,5.66,3.53 +24450,1.62,Ideal,F,SI1,62.7,56.0,12712,7.44,7.5,4.68 +15330,1.0,Premium,F,VS2,62.5,54.0,6154,6.33,6.3,3.95 +23500,1.6,Premium,H,VS2,62.6,58.0,11508,7.5,7.45,4.68 +33704,0.3,Ideal,E,VVS1,61.6,55.0,838,4.34,4.36,2.68 +8281,0.9,Very Good,E,SI1,63.2,54.0,4382,6.1,6.17,3.88 +51622,0.71,Good,F,SI1,66.2,55.0,2396,5.49,5.53,3.65 +37108,0.38,Ideal,F,VS2,61.9,55.0,969,4.69,4.63,2.89 +3797,0.73,Ideal,D,VS2,61.6,56.0,3464,5.78,5.82,3.57 +17587,1.32,Ideal,F,SI1,61.6,56.0,7079,7.11,7.05,4.36 +48119,0.5,Ideal,D,VS1,61.9,55.0,1937,5.09,5.12,3.16 +35084,0.3,Ideal,F,IF,61.8,54.0,886,4.34,4.36,2.69 +16040,0.3,Good,I,VS1,63.7,58.0,608,4.25,4.23,2.7 +15962,1.22,Very Good,H,SI1,63.5,55.0,6387,6.78,6.73,4.29 +16585,1.08,Premium,D,SI1,62.8,58.0,6623,6.62,6.51,4.12 +4732,0.3,Ideal,F,VS2,61.6,56.0,573,4.3,4.33,2.66 +23397,0.4,Premium,J,VS1,60.7,60.0,631,4.76,4.79,2.9 +16893,1.2,Ideal,H,SI1,62.5,56.0,6742,6.84,6.79,4.26 +8004,1.01,Premium,G,SI2,60.4,59.0,4327,6.57,6.52,3.95 +19693,0.3,Ideal,G,VS1,61.8,57.0,624,4.29,4.32,2.66 +53908,0.7,Very Good,E,SI1,61.0,57.0,2753,5.68,5.73,3.48 +10253,1.06,Ideal,H,SI2,59.9,58.0,4749,6.67,6.63,3.98 +9665,1.0,Very Good,F,SI1,62.5,56.0,4643,6.38,6.42,4.0 +49746,0.7,Good,G,SI1,61.8,62.0,2155,5.68,5.72,3.52 +51186,0.7,Premium,D,SI2,62.8,61.0,2348,5.61,5.57,3.51 +27714,0.36,Ideal,H,SI1,62.3,57.0,648,4.58,4.54,2.84 +47343,0.5,Premium,D,VS2,61.2,60.0,1845,5.12,5.08,3.12 +15172,1.29,Ideal,J,SI1,61.5,57.0,6097,7.0,7.06,4.32 +31563,0.38,Premium,G,VS2,59.3,59.0,766,4.71,4.74,2.8 +28271,0.25,Fair,E,VS1,55.2,64.0,361,4.21,4.23,2.33 +38539,0.34,Premium,D,VS2,59.3,58.0,1033,4.55,4.52,2.69 +36690,0.39,Premium,E,VS2,60.1,61.0,951,4.76,4.72,2.85 +15078,1.06,Ideal,I,VS1,61.8,56.0,6060,6.5,6.57,4.05 +29845,0.3,Premium,D,VS2,60.4,59.0,710,4.33,4.35,2.62 +23301,1.52,Ideal,H,VS2,61.8,55.1,11333,7.38,7.42,4.58 +8847,0.96,Premium,F,SI1,60.6,62.0,4480,6.39,6.35,3.86 +48725,0.52,Ideal,G,VVS2,62.4,55.0,2012,5.19,5.17,3.23 +12120,0.91,Premium,G,VVS2,61.8,58.0,5167,6.24,6.16,3.83 +13420,1.23,Premium,J,VS1,62.7,58.0,5510,6.82,6.79,4.27 +53551,0.9,Good,J,SI2,63.9,56.0,2693,6.1,6.17,3.92 +37933,0.26,Very Good,H,VVS2,60.5,56.0,486,4.13,4.16,2.51 +37008,0.33,Ideal,H,VVS1,62.1,55.0,965,4.44,4.42,2.75 +16302,1.01,Very Good,E,VS2,63.3,56.0,6522,6.34,6.37,4.02 +32026,0.31,Ideal,G,VVS1,61.6,54.0,778,4.36,4.38,2.69 +10224,1.01,Good,E,SI1,62.6,61.0,4743,6.38,6.43,4.01 +50758,0.56,Ideal,G,IF,61.8,54.0,2298,5.31,5.33,3.29 +30684,0.4,Very Good,F,SI1,62.2,57.0,737,4.67,4.72,2.92 +27074,2.01,Ideal,I,VS2,60.7,57.0,17197,8.21,8.17,4.97 +705,0.91,Fair,J,VS2,65.4,60.0,2854,6.04,6.0,3.94 +4290,0.92,Very Good,E,SI1,63.3,57.0,3586,6.22,6.17,3.92 +23121,1.68,Ideal,D,SI2,62.7,55.0,11147,7.45,7.58,4.71 +14196,1.35,Very Good,J,VS1,62.1,56.0,5759,7.04,7.1,4.39 +29961,0.31,Ideal,G,SI1,61.7,54.0,446,4.38,4.4,2.71 +23843,1.7,Ideal,E,SI2,59.6,59.0,11924,7.73,7.83,4.64 +22989,1.23,Ideal,F,VVS2,61.8,56.0,11040,6.84,6.89,4.24 +13705,1.51,Good,E,I1,57.5,59.0,5601,7.56,7.51,4.33 +29688,0.4,Very Good,E,SI1,62.8,59.0,707,4.67,4.7,2.94 +697,0.79,Premium,D,SI2,60.0,60.0,2853,6.07,6.03,3.63 +32126,0.41,Good,J,VS2,64.3,55.0,784,4.7,4.66,3.01 +12819,1.01,Premium,F,SI1,60.6,59.0,5345,6.52,6.49,3.94 +26913,2.01,Ideal,G,SI2,61.0,54.0,16922,8.01,8.13,4.92 +49129,0.56,Ideal,D,VS2,60.9,56.0,2066,5.36,5.31,3.25 +32467,0.36,Ideal,D,SI1,60.6,56.0,794,4.63,4.58,2.79 +44071,0.55,Ideal,E,SI1,60.7,57.0,1551,5.27,5.3,3.21 +8077,1.01,Good,D,SI2,63.6,57.0,4338,6.34,6.3,4.02 +32378,0.3,Fair,G,VVS1,58.6,66.0,790,4.36,4.41,2.57 +34874,0.3,Premium,G,VVS2,61.8,59.0,878,4.26,4.22,2.62 +49271,0.64,Ideal,E,SI1,62.0,56.0,2089,5.57,5.53,3.44 +31078,0.33,Premium,G,VVS2,61.7,58.0,752,4.39,4.42,2.72 +18941,1.01,Premium,D,VS1,61.1,61.0,7785,6.46,6.4,3.93 +34259,0.3,Ideal,F,VVS1,61.7,56.0,857,4.33,4.35,2.68 +31786,0.42,Ideal,E,SI1,61.5,55.0,773,4.82,4.9,2.99 +23360,0.3,Ideal,G,SI1,60.9,57.0,422,4.34,4.39,2.66 +26164,2.11,Ideal,I,SI1,61.0,57.0,15486,8.37,8.29,5.08 +24868,2.02,Good,I,SI1,64.3,56.0,13286,7.85,7.99,5.09 +10311,1.05,Very Good,E,SI2,63.3,57.0,4763,6.5,6.46,4.1 +22828,1.01,Ideal,D,VVS2,61.1,57.0,10860,6.47,6.49,3.96 +41249,0.56,Premium,G,SI2,60.0,60.0,1208,5.48,5.42,3.11 +5710,0.25,Very Good,F,VVS2,61.8,58.0,575,4.05,4.07,2.51 +23731,1.54,Premium,H,VS2,61.9,59.0,11769,7.33,7.31,4.53 +14935,1.17,Ideal,I,VS1,62.2,53.0,6013,6.78,6.81,4.23 +32588,0.33,Ideal,E,VVS2,61.0,57.0,802,4.46,4.49,2.73 +43084,0.54,Very Good,E,SI1,62.1,59.0,1379,5.17,5.2,3.22 +49602,0.6,Ideal,E,VS2,62.3,53.8,2137,5.41,5.45,3.38 +21959,1.27,Premium,F,VS1,60.3,58.0,10028,7.06,7.04,4.25 +23445,1.51,Premium,H,VS2,62.3,59.0,11435,7.28,7.32,4.55 +13895,1.02,Ideal,E,SI1,62.2,57.0,5655,6.45,6.41,4.0 +4823,0.9,Premium,F,SI2,60.1,59.0,3704,6.31,6.24,3.77 +13001,1.0,Premium,H,VS2,62.4,59.0,5404,6.75,6.72,4.2 +1690,0.76,Ideal,E,SI1,62.5,57.0,3033,5.8,5.82,3.63 +41492,0.5,Good,E,SI1,64.6,54.0,1232,4.95,5.05,3.23 +41596,0.24,Ideal,H,VS2,61.1,56.0,391,3.99,4.03,2.45 +42646,0.4,Ideal,E,VVS1,61.7,57.0,1333,4.7,4.74,2.91 +15548,1.04,Very Good,G,VS2,63.4,55.0,6232,6.48,6.42,4.09 +15104,1.14,Ideal,D,SI1,60.9,56.0,6070,6.75,6.81,4.13 +10104,1.1,Very Good,F,SI2,59.1,57.0,4715,6.72,6.82,4.0 +48042,0.51,Good,G,VVS1,63.9,57.0,1925,5.06,5.08,3.24 +29667,0.35,Ideal,F,VS2,60.5,57.0,706,4.52,4.6,2.76 +12859,1.1,Ideal,G,SI2,62.1,58.0,5361,6.61,6.63,4.11 +21211,1.0,Ideal,F,VVS2,61.9,57.0,9354,6.47,6.42,3.99 +13534,1.0,Good,D,SI1,60.5,60.0,5546,6.37,6.42,3.87 +4203,1.01,Premium,F,SI2,60.2,61.0,3563,6.49,6.43,3.89 +33490,0.32,Ideal,F,VS2,62.3,56.0,828,4.4,4.37,2.73 +5767,0.9,Very Good,F,SI1,63.4,56.0,3898,6.06,6.12,3.86 +1550,0.72,Good,F,VS1,63.8,58.0,3002,5.68,5.63,3.61 +47370,0.5,Very Good,D,VS1,62.3,57.0,1847,5.04,5.07,3.15 +35606,0.31,Premium,H,VVS1,62.6,58.0,907,4.33,4.29,2.7 +5402,1.01,Premium,I,SI2,62.6,58.0,3818,6.43,6.38,4.01 +25342,1.58,Ideal,F,VS2,60.0,57.0,14044,7.58,7.52,4.53 +11729,0.34,Ideal,G,VS2,61.9,55.0,596,4.49,4.53,2.79 +9448,1.02,Very Good,F,SI1,63.0,58.0,4594,6.36,6.4,4.02 +37646,0.44,Premium,G,SI1,61.1,59.0,990,4.9,4.86,2.98 +2740,0.76,Ideal,D,VS2,63.0,56.0,3248,5.83,5.79,3.66 +20569,1.51,Fair,I,VS2,64.8,60.0,8879,7.18,7.1,4.63 +44513,0.54,Good,E,SI1,61.5,56.0,1600,5.22,5.26,3.23 +31735,0.4,Ideal,E,SI1,60.6,56.0,772,4.77,4.78,2.9 +419,0.3,Ideal,G,VS2,62.0,56.0,556,4.28,4.3,2.66 +38496,0.42,Ideal,D,VS2,62.1,54.0,1031,4.8,4.83,2.99 +1502,0.75,Very Good,E,SI1,63.6,56.0,2993,5.73,5.75,3.65 +50524,0.61,Very Good,F,VVS2,60.5,58.5,2274,5.44,5.64,3.34 +7070,0.33,Very Good,E,SI1,59.1,58.0,579,4.51,4.56,2.68 +47614,0.55,Very Good,H,VVS1,61.1,57.0,1881,5.26,5.35,3.24 +21228,1.5,Premium,F,SI2,61.4,60.0,9374,7.34,7.28,4.49 +2121,0.75,Ideal,E,VS2,62.0,56.0,3120,5.82,5.85,3.62 +1109,0.85,Ideal,G,SI2,62.0,57.0,2913,6.1,6.02,3.76 +32868,0.38,Ideal,I,VVS2,63.4,53.0,809,4.61,4.63,2.93 +3537,0.72,Ideal,E,SI1,60.8,57.0,3409,5.77,5.8,3.52 +27027,2.42,Premium,J,VS2,61.3,59.0,17168,8.61,8.58,5.27 +52478,0.77,Ideal,E,SI2,61.0,57.0,2519,5.91,5.93,3.61 +37435,0.33,Ideal,E,VVS1,61.7,56.0,984,4.46,4.48,2.76 +27083,2.14,Ideal,I,SI1,62.1,58.0,17213,8.21,8.26,5.11 +16338,1.1,Ideal,G,VS2,62.0,56.0,6534,6.6,6.68,4.12 +19730,1.52,Premium,I,SI1,61.2,60.0,8299,7.41,7.36,4.52 +21730,1.31,Very Good,F,VS1,59.1,60.0,9797,7.13,7.18,4.23 +30892,0.32,Very Good,E,VVS2,62.4,56.0,744,4.34,4.38,2.72 +42224,0.39,Premium,F,VVS1,59.7,58.0,1290,4.75,4.73,2.83 +13606,1.17,Good,D,SI2,60.4,65.0,5567,6.81,6.77,4.1 +1432,0.77,Ideal,D,SI2,60.6,56.0,2973,5.9,5.95,3.59 +45396,0.56,Premium,E,VS2,61.1,59.0,1668,5.34,5.27,3.24 +45377,0.7,Very Good,J,SI1,61.9,58.0,1666,5.64,5.67,3.5 +1305,0.76,Ideal,G,VS2,61.7,54.0,2954,5.88,5.92,3.64 +11480,0.92,Ideal,E,SI1,61.7,57.0,5014,6.24,6.27,3.86 +33067,0.32,Ideal,H,IF,61.2,57.0,814,4.41,4.44,2.71 +22811,2.0,Fair,I,SI2,65.9,57.0,10833,7.96,7.79,5.19 +28963,0.31,Premium,I,VS2,59.9,60.0,435,4.41,4.44,2.65 +37550,0.31,Ideal,E,VVS1,61.0,57.0,988,4.36,4.33,2.65 +20985,1.62,Premium,D,SI2,61.2,61.0,9199,7.6,7.53,4.63 +13284,1.3,Fair,J,SI1,66.0,57.1,5488,6.73,6.82,4.45 +36331,0.32,Premium,G,VVS2,61.2,59.0,936,4.44,4.39,2.7 +26676,0.3,Ideal,D,SI2,62.0,56.0,426,4.31,4.34,2.68 +35889,0.32,Ideal,G,IF,61.1,57.0,918,4.41,4.43,2.7 +46034,0.57,Premium,G,VS2,62.6,55.0,1728,5.31,5.26,3.31 +15957,1.0,Very Good,G,VS2,62.8,62.0,6386,6.28,6.33,3.96 +4162,0.72,Ideal,D,SI1,60.5,56.0,3550,5.79,5.84,3.52 +45600,0.58,Ideal,G,SI1,61.5,56.0,1690,5.35,5.38,3.3 +6725,0.27,Ideal,F,VS2,60.3,56.0,577,4.24,4.27,2.56 +32091,0.33,Premium,E,VS1,61.6,58.0,781,4.41,4.45,2.73 +17981,1.7,Ideal,H,SI2,62.1,57.0,7273,7.68,7.63,4.75 +41334,0.5,Good,F,SI1,59.6,58.0,1214,5.1,5.16,3.06 +51568,0.7,Good,F,SI2,64.1,59.0,2390,5.53,5.58,3.56 +42907,0.39,Premium,E,VVS1,60.7,58.0,1362,4.73,4.69,2.86 +36537,0.4,Premium,I,VS1,62.9,59.0,945,4.73,4.68,2.96 +43538,0.53,Ideal,I,VS1,62.3,56.0,1427,5.19,5.23,3.24 +47912,0.59,Very Good,G,VS1,57.4,63.0,1915,5.54,5.58,3.19 +47069,0.52,Ideal,D,VS2,61.3,56.0,1822,5.15,5.2,3.17 +27782,0.32,Very Good,H,VS2,63.1,55.0,648,4.36,4.33,2.74 +33019,0.33,Ideal,E,VVS2,60.9,56.0,814,4.45,4.48,2.72 +33569,0.43,Premium,D,SI1,61.1,59.0,830,4.83,4.89,2.97 +17906,1.26,Ideal,G,SI1,61.3,57.0,7230,6.94,6.99,4.27 +25475,1.5,Ideal,F,VS2,61.4,55.0,14242,7.35,7.44,4.54 +25264,1.52,Ideal,G,VS1,59.7,57.0,13903,7.5,7.48,4.47 +377,1.2,Fair,F,I1,64.6,56.0,2809,6.73,6.66,4.33 +42719,0.51,Very Good,E,SI1,60.3,63.0,1340,5.13,5.06,3.07 +48240,0.54,Ideal,G,VVS2,60.8,56.0,1950,5.31,5.28,3.22 +52383,0.62,Ideal,G,VVS2,62.6,57.0,2507,5.42,5.47,3.41 +6853,1.04,Very Good,G,SI2,62.7,57.0,4125,6.4,6.46,4.03 +37034,0.4,Premium,G,VS2,60.4,58.0,966,4.78,4.75,2.88 +41937,0.4,Ideal,D,VVS2,62.0,56.0,1263,4.71,4.74,2.93 +50227,0.54,Ideal,F,VVS2,61.0,54.0,2231,5.28,5.3,3.23 +41807,0.5,Premium,F,SI1,62.2,59.0,1250,5.07,5.03,3.14 +41818,0.43,Premium,F,VVS2,61.6,60.0,1250,4.86,4.82,2.98 +37511,0.34,Ideal,F,IF,62.3,54.0,985,4.48,4.51,2.8 +47786,0.6,Ideal,E,VS2,61.8,56.0,1897,5.41,5.46,3.36 +13977,1.27,Premium,I,SI1,60.9,59.0,5690,6.99,6.94,4.24 +12881,1.14,Very Good,H,SI1,62.9,59.0,5367,6.62,6.64,4.17 +45677,0.52,Ideal,E,VS2,61.7,57.0,1694,5.17,5.1,3.17 +52686,0.59,Ideal,G,IF,59.5,58.0,2551,5.49,5.57,3.29 +42189,0.5,Premium,G,SI1,62.8,61.0,1286,5.01,4.99,3.14 +52203,0.7,Very Good,G,VS2,63.1,58.0,2479,5.65,5.61,3.55 +29155,0.38,Very Good,G,VS1,61.9,54.0,693,4.65,4.69,2.89 +50149,0.7,Premium,E,SI2,61.1,61.0,2215,5.74,5.69,3.49 +2846,0.73,Ideal,G,VS1,61.5,56.0,3270,5.8,5.77,3.56 +2244,0.77,Ideal,G,VS1,62.2,56.0,3148,5.9,5.85,3.66 +17460,1.01,Good,F,VVS2,65.9,54.0,7001,6.18,6.27,4.1 +3811,0.73,Good,E,VS1,59.0,61.0,3466,5.88,5.92,3.48 +25946,2.13,Premium,J,VS2,59.6,59.0,15110,8.43,8.37,5.01 +49984,0.6,Ideal,G,VVS2,61.2,56.0,2190,5.43,5.45,3.33 +24411,1.53,Very Good,G,VS1,62.8,56.0,12654,7.31,7.37,4.61 +45155,0.5,Ideal,D,SI1,60.9,57.0,1654,5.18,5.14,3.14 +32103,0.33,Ideal,D,VS2,61.9,56.0,781,4.42,4.44,2.74 +51219,0.59,Ideal,D,VS2,60.9,57.0,2352,5.42,5.48,3.32 +6400,1.01,Premium,G,SI2,63.0,58.0,4038,6.34,6.29,3.98 +31392,0.3,Good,E,VVS1,57.8,60.0,763,4.45,4.48,2.58 +32581,0.32,Good,E,VVS1,59.4,61.0,801,4.45,4.48,2.65 +32294,0.3,Ideal,H,VS2,61.4,57.0,454,4.33,4.36,2.67 +25939,1.5,Premium,D,VS2,61.8,60.0,15102,7.3,7.37,4.53 +43233,0.5,Very Good,E,VS2,63.2,56.0,1397,5.06,5.03,3.19 +37582,0.32,Premium,F,VVS1,61.9,59.0,990,4.39,4.34,2.7 +5859,0.91,Premium,H,VS2,59.6,60.0,3921,6.25,6.29,3.74 +20871,1.63,Very Good,I,SI1,62.0,54.0,9090,7.6,7.67,4.73 +49265,0.62,Fair,F,VVS2,57.1,60.0,2088,5.65,5.7,3.24 +32453,0.32,Premium,F,VVS2,61.8,59.0,793,4.42,4.38,2.72 +1930,1.01,Premium,H,SI2,59.4,62.0,3083,6.47,6.43,3.83 +25884,2.01,Good,I,SI1,58.5,62.0,14998,8.24,8.31,4.84 +44328,0.33,Ideal,H,VS2,60.7,57.0,521,4.45,4.48,2.71 +3764,1.05,Premium,J,SI2,60.9,60.0,3457,6.59,6.51,3.99 +35306,0.36,Premium,G,SI2,59.3,59.0,473,4.62,4.66,2.75 +6682,0.9,Ideal,H,SI2,61.8,57.0,4101,6.17,6.19,3.82 +15068,1.21,Premium,H,VS1,61.2,60.0,6056,6.77,6.86,4.17 +9921,1.01,Very Good,F,SI2,62.5,58.0,4690,6.39,6.41,4.0 +24472,1.51,Premium,D,SI1,59.6,58.0,12738,7.51,7.48,4.47 +47360,0.54,Very Good,H,VVS1,62.0,57.0,1846,5.2,5.25,3.24 +24969,2.1,Ideal,J,VS2,61.5,61.0,13462,8.21,8.16,5.03 +48563,0.55,Ideal,G,VS1,60.9,55.0,1991,5.34,5.37,3.26 +46295,0.3,Good,E,VS2,63.3,55.0,526,4.26,4.3,2.71 +26711,0.32,Very Good,G,VS1,62.1,56.0,645,4.4,4.43,2.74 +39305,0.44,Ideal,H,SI1,60.9,57.0,1069,4.92,4.9,2.99 +16647,1.22,Ideal,H,SI1,61.8,57.0,6654,6.83,6.85,4.23 +30815,0.39,Good,G,VS2,60.3,60.6,743,4.7,4.71,2.84 +901,0.73,Premium,E,VS1,62.6,60.0,2876,5.68,5.75,3.58 +24702,0.3,Ideal,H,VVS1,62.5,53.8,639,4.31,4.33,2.69 +46370,0.57,Premium,F,VS2,60.4,60.0,1760,5.36,5.31,3.22 +38123,0.3,Premium,G,VVS1,60.7,58.0,1013,4.36,4.34,2.64 +16487,1.29,Premium,H,SI1,61.6,57.0,6588,7.02,6.97,4.31 +40089,0.33,Premium,H,IF,61.8,60.0,1114,4.44,4.4,2.73 +5845,0.92,Very Good,F,SI1,63.8,56.0,3920,6.12,6.17,3.92 +32104,0.33,Premium,D,VS2,61.2,58.0,781,4.41,4.44,2.71 +50017,0.7,Very Good,F,SI1,62.4,56.0,2196,5.64,5.7,3.54 +2114,0.87,Ideal,H,VS2,61.7,57.0,3118,6.14,6.09,3.77 +3921,0.56,Ideal,D,VVS1,61.9,56.0,3496,5.32,5.28,3.28 +48935,0.57,Ideal,D,VS1,61.6,55.0,2043,5.33,5.39,3.3 +50653,0.31,Premium,H,VS1,62.4,58.0,544,4.32,4.36,2.71 +32031,0.39,Premium,E,SI2,60.7,62.0,778,4.74,4.72,2.87 +50934,0.7,Premium,D,SI2,62.1,60.0,2319,5.73,5.71,3.55 +18426,1.09,Good,D,VS1,63.9,57.0,7493,6.57,6.49,4.17 +18070,1.03,Ideal,F,VS1,60.7,56.0,7296,6.54,6.6,3.99 +22603,1.51,Ideal,I,VS1,63.2,57.0,10655,7.4,7.28,4.62 +50157,0.72,Premium,I,VS2,60.9,60.0,2216,5.76,5.8,3.52 +11374,0.34,Ideal,G,VS2,61.5,55.0,596,4.47,4.5,2.76 +29084,0.36,Premium,G,SI1,61.8,59.0,689,4.57,4.55,2.82 +21127,1.21,Ideal,H,VVS2,61.1,56.0,9290,6.85,6.89,4.2 +37658,0.42,Premium,F,SI1,60.0,59.0,992,4.88,4.85,2.92 +17591,1.29,Ideal,G,VS2,62.9,57.0,7080,6.91,6.89,4.34 +33530,0.35,Very Good,E,VS1,62.3,60.0,829,4.5,4.52,2.81 +25495,1.53,Very Good,E,VS2,61.2,60.0,14282,7.49,7.4,4.56 +5416,1.02,Premium,G,SI2,62.3,58.1,3822,6.41,6.38,4.0 +14401,1.01,Good,F,VS2,63.1,59.0,5817,6.31,6.37,4.0 +24772,2.0,Premium,H,SI2,61.5,61.0,13134,8.13,8.1,4.99 +29673,0.28,Very Good,F,VVS2,61.1,57.0,707,4.24,4.27,2.6 +17366,1.01,Good,E,VS2,63.9,59.0,6968,6.34,6.31,4.04 +23334,1.53,Very Good,F,VS1,63.2,58.0,11379,7.33,7.3,4.62 +1680,0.7,Very Good,F,VVS2,58.5,60.0,3028,5.82,5.94,3.44 +37127,0.52,Ideal,D,I1,61.1,57.0,971,5.18,5.2,3.17 +48746,0.7,Premium,G,SI1,59.9,58.0,2016,5.8,5.68,3.44 +30303,0.3,Very Good,G,VS1,63.4,55.0,725,4.32,4.26,2.72 +42469,0.55,Very Good,G,SI1,60.1,61.0,1316,5.32,5.29,3.19 +42621,0.32,Ideal,I,VS1,62.3,57.0,505,4.37,4.42,2.74 +45620,0.55,Ideal,F,VS2,61.1,57.0,1692,5.27,5.3,3.23 +21764,1.5,Premium,I,VS1,61.6,59.0,9828,7.32,7.26,4.49 +7871,0.9,Good,G,VS2,63.7,60.0,4309,6.02,5.98,3.82 +37166,0.32,Ideal,D,VS2,61.1,56.0,972,4.41,4.39,2.69 +38178,0.4,Ideal,F,VVS2,61.5,59.0,1015,4.75,4.81,2.94 +29499,0.32,Very Good,E,VS2,62.8,54.0,702,4.35,4.38,2.74 +25465,1.4,Ideal,G,VVS2,62.0,56.0,14231,7.18,7.13,4.44 +46158,0.5,Ideal,E,VS2,62.1,54.0,1746,5.13,5.11,3.18 +7258,0.7,Good,D,VVS1,59.2,59.0,4198,5.76,5.79,3.42 +2017,0.9,Fair,G,SI2,64.7,58.0,3104,5.94,6.03,3.87 +24733,1.51,Premium,F,VS2,62.1,59.0,13074,7.37,7.26,4.54 +22264,1.54,Premium,E,SI1,62.7,58.0,10314,7.37,7.3,4.6 +5305,1.02,Fair,I,SI2,65.5,57.0,3802,6.19,6.24,4.07 +45682,0.53,Ideal,G,VS1,61.9,55.0,1695,5.22,5.25,3.24 +37889,0.33,Ideal,D,VS1,61.3,55.0,1006,4.46,4.48,2.74 +37733,0.45,Ideal,F,SI2,62.5,57.0,996,4.9,4.86,3.05 +26613,2.11,Very Good,I,VS2,60.3,60.5,16363,8.22,8.29,4.98 +29047,0.4,Good,E,SI1,63.9,58.0,687,4.63,4.67,2.97 +9288,0.92,Ideal,H,VS2,62.2,55.0,4568,6.21,6.27,3.88 +12652,1.22,Ideal,J,VS2,62.1,58.0,5297,6.82,6.84,4.24 +4582,1.02,Premium,J,VS2,58.9,60.0,3651,6.57,6.53,3.86 +24094,1.75,Ideal,I,VS2,61.0,56.0,12238,7.82,7.75,4.75 +24115,2.31,Premium,H,SI2,62.1,58.0,12269,8.55,8.47,5.29 +4318,0.9,Good,E,SI2,61.6,61.0,3595,6.12,6.16,3.78 +9173,1.0,Good,D,SI2,62.2,61.0,4543,6.3,6.36,3.94 +20889,1.52,Premium,I,VS2,62.6,59.0,9108,7.34,7.19,4.55 +44301,0.5,Fair,F,VS1,65.0,55.0,1577,5.01,4.96,3.24 +19895,2.25,Very Good,J,SI2,60.6,63.0,8442,8.45,8.38,5.1 +23559,2.01,Very Good,J,SI1,63.4,57.0,11566,7.97,7.89,5.03 +41161,0.38,Ideal,F,VVS1,61.9,54.0,1200,4.67,4.7,2.9 +3722,0.36,Good,H,VS2,63.5,54.0,568,4.55,4.59,2.9 +9585,1.0,Very Good,D,SI2,63.2,57.0,4628,6.24,6.32,3.97 +1166,0.81,Premium,F,SI1,61.2,56.0,2926,6.03,6.0,3.68 +38483,0.42,Ideal,F,VS1,61.3,57.0,1031,4.8,4.85,2.96 +33601,0.31,Very Good,G,SI1,58.8,62.0,462,4.39,4.42,2.59 +31903,0.3,Premium,G,VS1,62.9,58.0,776,4.32,4.27,2.7 +32403,0.37,Premium,F,SI1,62.5,58.0,791,4.57,4.52,2.84 +45479,0.52,Ideal,D,VS2,60.3,56.0,1677,5.24,5.27,3.17 +6784,1.13,Fair,H,SI2,64.4,58.0,4113,6.59,6.51,4.22 +31066,0.27,Ideal,D,VVS1,61.7,57.0,752,4.2,4.16,2.58 +975,0.82,Good,G,SI2,59.9,62.0,2893,6.02,6.04,3.61 +32951,0.25,Ideal,G,VS1,62.3,53.0,460,4.02,4.07,2.52 +13503,1.21,Premium,J,VS2,60.2,57.0,5541,6.97,6.91,4.18 +52796,0.7,Very Good,E,SI1,59.1,62.0,2569,5.74,5.8,3.41 +52673,0.71,Ideal,E,SI2,62.7,56.0,2550,5.68,5.71,3.57 +3068,0.81,Premium,F,SI1,61.6,58.0,3311,5.96,5.92,3.66 +15701,0.29,Ideal,H,IF,62.1,55.0,607,4.26,4.29,2.65 +16034,0.3,Premium,I,VS1,62.9,58.0,608,4.29,4.26,2.69 +51093,0.7,Ideal,G,SI1,61.1,55.0,2335,5.72,5.76,3.51 +35969,0.3,Ideal,G,SI1,62.3,58.0,477,4.26,4.28,2.66 +39451,0.5,Very Good,E,SI2,62.8,55.0,1077,5.05,5.08,3.18 +38252,0.31,Very Good,J,VS2,62.3,60.0,380,4.29,4.34,2.69 +2581,0.7,Premium,D,VS1,62.9,59.0,3214,5.72,5.66,3.58 +27947,0.31,Premium,G,SI1,61.8,58.0,431,4.32,4.35,2.68 +36032,0.41,Premium,G,SI1,61.7,59.0,923,4.73,4.71,2.91 +52171,0.5,Ideal,D,VVS2,62.5,53.0,2475,5.05,5.13,3.18 +41022,0.44,Very Good,F,VVS1,62.1,60.0,1187,4.84,4.92,3.03 +34131,0.4,Ideal,I,VVS1,62.3,56.0,854,4.67,4.7,2.92 +33755,0.31,Ideal,F,VVS1,62.2,53.0,840,4.35,4.37,2.71 +908,0.79,Very Good,F,SI1,62.8,59.0,2878,5.86,5.89,3.69 +6342,1.0,Fair,G,VS2,44.0,53.0,4032,6.31,6.24,4.12 +16940,1.47,Very Good,J,VS2,62.5,59.0,6763,7.18,7.23,4.5 +2089,0.71,Very Good,E,VS1,59.8,58.0,3112,5.78,5.82,3.47 +7891,1.21,Very Good,J,SI1,62.7,57.0,4312,6.72,6.77,4.23 +3136,0.82,Ideal,E,SI2,60.9,56.0,3328,6.06,6.12,3.71 +27557,2.07,Ideal,F,SI2,61.5,55.0,18344,8.23,8.28,5.08 +17570,1.1,Ideal,G,VS2,62.5,54.0,7074,6.59,6.62,4.12 +50800,0.71,Premium,E,SI2,61.1,58.0,2306,5.76,5.73,3.51 +45453,0.71,Very Good,J,VS2,62.1,58.0,1675,5.71,5.73,3.55 +32814,0.34,Very Good,D,VS2,62.9,55.0,805,4.43,4.47,2.8 +2757,0.83,Good,E,SI1,63.7,59.0,3250,5.95,5.89,3.77 +15899,1.07,Premium,G,VS2,62.1,58.0,6355,6.55,6.59,4.08 +24912,1.51,Ideal,G,VS2,62.0,56.0,13355,7.35,7.32,4.55 +51986,0.25,Very Good,F,VVS2,59.3,59.0,548,4.15,4.18,2.47 +39490,0.41,Very Good,E,VS1,62.0,57.0,1079,4.74,4.77,2.95 +47833,0.52,Ideal,G,VVS2,62.2,56.0,1906,5.13,5.16,3.2 +24076,2.18,Very Good,I,SI2,63.3,58.0,12220,8.22,8.18,5.19 +52606,0.61,Ideal,G,VVS1,62.7,58.0,2544,5.39,5.43,3.39 +14409,1.0,Good,E,VS2,63.7,56.0,5819,6.37,6.34,4.05 +51397,0.73,Very Good,I,VS2,62.2,57.0,2369,5.75,5.76,3.58 +20489,1.5,Good,E,SI1,64.1,56.0,8820,7.21,7.14,4.6 +37999,0.43,Ideal,G,VS1,61.3,57.0,1008,4.88,4.85,2.98 +41682,0.54,Premium,H,SI1,61.0,58.0,1240,5.27,5.23,3.2 +12457,1.08,Ideal,D,SI2,60.2,57.0,5247,6.63,6.67,4.0 +17234,1.13,Ideal,G,VS2,62.7,56.0,6891,6.61,6.65,4.16 +47088,0.7,Good,J,SI2,61.2,64.0,1824,5.68,5.73,3.49 +32722,0.31,Premium,F,VS2,62.7,59.0,802,4.34,4.3,2.71 +2102,0.7,Good,E,VS2,60.3,60.0,3115,5.69,5.75,3.45 +48594,0.7,Good,I,SI1,63.6,55.0,1995,5.62,5.58,3.56 +33199,0.3,Ideal,G,VVS2,62.9,55.0,819,4.31,4.28,2.7 +32174,0.3,Good,D,VVS2,63.5,58.0,787,4.23,4.31,2.71 +50393,0.76,Ideal,F,SI2,61.6,57.0,2253,5.91,5.85,3.62 +40906,0.5,Premium,D,SI2,58.5,60.0,1178,5.21,5.19,3.04 +10853,1.01,Very Good,H,SI1,63.6,56.0,4873,6.31,6.37,4.03 +41896,0.51,Good,G,SI1,63.7,55.0,1259,5.1,5.07,3.24 +31489,0.34,Ideal,G,VS2,61.4,57.0,765,4.51,4.48,2.76 +35529,0.38,Ideal,E,VS1,61.7,53.0,905,4.69,4.71,2.9 +292,0.57,Ideal,F,VVS2,61.9,55.0,2797,5.34,5.35,3.31 +968,1.19,Fair,H,I1,65.1,59.0,2892,6.62,6.55,4.29 +17894,1.0,Ideal,G,VS1,62.5,54.0,7223,6.41,6.45,4.02 +11827,1.08,Ideal,E,SI1,62.6,57.0,5096,6.53,6.56,4.1 +17041,0.28,Very Good,E,VVS1,60.9,60.0,612,4.25,4.26,2.59 +12019,1.0,Premium,F,SI1,61.8,58.0,5151,6.44,6.37,3.96 +50213,0.8,Good,D,SI2,64.0,60.0,2229,5.91,5.81,3.75 +28955,0.25,Very Good,F,VS1,61.2,59.0,435,4.02,4.05,2.47 +23965,1.7,Ideal,I,VS1,60.1,57.0,12099,7.8,7.77,4.68 +23035,0.33,Premium,G,SI1,61.1,59.0,631,4.45,4.42,2.71 +43035,0.55,Premium,F,SI1,60.1,58.0,1374,5.34,5.3,3.2 +26039,0.32,Very Good,H,VVS2,61.6,55.0,645,4.42,4.44,2.73 +50540,0.77,Premium,I,VS2,61.6,58.0,2275,5.92,5.96,3.66 +9400,1.03,Premium,F,SI2,61.4,57.0,4586,6.6,6.53,4.03 +41824,0.51,Premium,H,SI1,61.6,56.0,1250,5.19,5.14,3.18 +8516,1.0,Ideal,F,SI2,61.3,57.0,4425,6.4,6.46,3.94 +36494,0.39,Very Good,F,VVS2,63.3,56.0,944,4.63,4.66,2.94 +16546,1.37,Very Good,G,SI2,62.8,57.0,6609,7.06,7.12,4.45 +16474,1.02,Very Good,E,VS2,63.3,57.0,6582,6.37,6.43,4.05 +32993,0.38,Premium,I,VS2,61.5,58.0,812,4.62,4.61,2.84 +27638,1.72,Very Good,E,VS2,63.4,56.0,18557,7.65,7.55,4.82 +14427,1.0,Ideal,G,VS2,62.3,56.0,5824,6.38,6.36,3.97 +6990,0.9,Premium,H,VS2,61.3,59.0,4155,6.19,6.24,3.81 +8880,1.08,Premium,G,SI1,61.2,59.0,4485,6.61,6.66,4.06 +2004,0.81,Ideal,E,SI2,62.1,55.0,3101,5.94,5.98,3.7 +9167,1.02,Premium,F,SI2,61.1,59.0,4541,6.45,6.41,3.93 +47601,0.52,Ideal,G,VVS2,60.8,57.0,1878,5.2,5.17,3.15 +40054,0.38,Premium,E,VS2,62.2,59.0,1112,4.67,4.63,2.89 +2893,0.91,Very Good,G,SI2,63.2,61.0,3282,6.27,6.01,3.88 +21314,1.51,Premium,I,VS1,62.3,60.0,9467,7.28,7.32,4.55 +49391,0.59,Ideal,D,VS2,61.9,56.0,2103,5.39,5.34,3.32 +13227,1.06,Ideal,G,SI1,62.9,56.0,5461,6.52,6.49,4.09 +34649,0.31,Ideal,E,VS2,62.0,56.0,872,4.37,4.34,2.7 +18038,0.35,Very Good,E,SI1,62.7,57.0,614,4.47,4.52,2.82 +5340,1.0,Ideal,I,SI2,60.9,57.0,3811,6.43,6.47,3.93 +23682,1.14,Very Good,F,VVS1,62.2,55.9,11737,6.67,6.69,4.16 +28096,0.31,Premium,F,SI1,60.7,58.0,663,4.38,4.35,2.65 +35720,0.3,Premium,D,VS2,60.4,59.0,911,4.35,4.32,2.62 +27213,2.29,Premium,H,VS2,61.6,60.0,17539,8.45,8.43,5.2 +4655,1.0,Fair,F,SI1,66.7,57.0,3669,6.07,5.99,4.02 +17156,1.09,Ideal,E,SI1,61.8,55.0,6849,6.65,6.58,4.09 +46352,0.51,Ideal,E,VS1,60.9,56.0,1759,5.16,5.22,3.16 +37430,0.33,Ideal,G,IF,61.6,53.0,984,4.43,4.47,2.74 +30053,0.41,Premium,G,SI1,62.5,58.0,719,4.75,4.78,2.98 +53922,0.7,Very Good,E,VS2,62.8,60.0,2755,5.59,5.65,3.53 +47815,0.73,Ideal,J,SI1,62.0,56.0,1902,5.74,5.78,3.57 +39542,0.4,Premium,F,VS2,61.0,59.0,1080,4.76,4.71,2.89 +37317,0.39,Ideal,D,VS1,61.8,57.0,979,4.68,4.7,2.9 +2370,0.77,Ideal,G,VS1,62.4,54.0,3176,5.89,5.93,3.69 +243,1.01,Premium,H,SI2,62.7,59.0,2788,6.31,6.22,3.93 +11433,1.17,Premium,H,SI1,62.3,57.0,5004,6.75,6.71,4.19 +35471,0.33,Ideal,H,VVS1,62.5,56.0,901,4.44,4.42,2.77 +21261,1.24,Premium,F,VS2,62.2,58.0,9411,6.89,6.84,4.27 +1633,0.7,Ideal,E,VS1,62.7,57.0,3016,5.65,5.7,3.56 +22283,1.7,Ideal,H,VS2,62.8,55.0,10333,7.61,7.54,4.76 +50348,0.58,Ideal,F,VS1,60.4,57.0,2245,5.42,5.37,3.26 +43274,0.3,Very Good,I,SI1,63.3,59.0,506,4.3,4.23,2.7 +48357,0.56,Ideal,D,VS2,61.6,56.0,1963,5.27,5.31,3.26 +39972,0.39,Very Good,F,VVS1,60.8,57.0,1107,4.72,4.75,2.88 +10239,1.02,Ideal,H,SI1,62.5,57.0,4746,6.41,6.46,4.02 +18807,1.51,Premium,G,SI2,62.4,57.0,7695,7.35,7.29,4.57 +32959,0.31,Ideal,J,VVS1,62.4,54.0,461,4.32,4.35,2.7 +24747,1.71,Premium,I,VS1,60.7,60.0,13097,7.74,7.71,4.69 +28939,0.3,Very Good,G,VVS2,62.9,55.0,684,4.3,4.32,2.71 +38860,0.4,Premium,F,VS1,60.4,59.0,1050,4.76,4.75,2.87 +21237,1.5,Very Good,G,SI2,63.1,57.0,9384,7.29,7.25,4.59 +22005,2.52,Fair,G,I1,66.9,57.0,10076,8.39,8.33,5.6 +34495,0.32,Ideal,F,VVS1,61.5,56.0,867,4.41,4.43,2.72 +12772,1.51,Premium,J,SI2,59.7,62.0,5327,7.46,7.42,4.44 +12260,1.26,Premium,I,SI2,60.1,59.0,5207,7.03,6.99,4.21 +48561,0.64,Ideal,D,SI1,62.1,57.0,1991,5.52,5.49,3.42 +53654,0.72,Ideal,F,SI1,61.7,59.0,2706,5.75,5.79,3.56 +41980,0.55,Ideal,F,SI2,61.2,56.0,1263,5.29,5.23,3.22 +16842,1.0,Premium,E,VS2,62.8,60.0,6720,6.36,6.32,3.98 +34510,0.33,Ideal,G,VVS1,62.3,55.0,868,4.43,4.46,2.77 +91,0.7,Ideal,E,SI1,62.5,57.0,2757,5.7,5.72,3.57 +15345,1.01,Premium,F,VS2,60.7,60.0,6159,6.51,6.58,3.97 +13024,0.31,Good,E,VS1,59.0,63.0,600,4.44,4.47,2.63 +42135,0.5,Premium,D,SI2,62.1,57.0,1279,5.12,5.09,3.17 +18718,0.3,Very Good,G,VS1,62.9,55.0,620,4.25,4.27,2.68 +31967,0.26,Ideal,D,VS1,62.0,55.0,452,4.1,4.12,2.55 +19155,1.51,Very Good,D,SI2,63.2,59.0,7915,7.25,7.18,4.56 +1713,0.4,Good,H,SI2,63.7,59.0,561,4.64,4.69,2.97 +29461,0.32,Ideal,E,VS2,62.2,56.0,702,4.37,4.41,2.73 +8565,1.01,Very Good,G,SI2,62.1,60.0,4435,6.38,6.35,3.95 +13792,1.19,Very Good,F,SI2,58.8,60.0,5622,6.93,6.98,4.09 +3865,0.9,Premium,G,SI2,62.4,55.0,3478,6.17,6.13,3.84 +19433,1.5,Very Good,I,SI1,63.5,59.0,8081,7.16,7.08,4.52 +26280,2.02,Good,I,VS1,65.5,57.0,15765,7.88,7.96,5.19 +2395,0.32,Very Good,H,VS1,62.8,55.0,561,4.35,4.41,2.75 +38886,0.4,Ideal,D,VS2,61.6,57.0,1050,4.77,4.71,2.92 +16867,1.07,Premium,G,VS1,62.0,58.0,6730,6.59,6.53,4.07 +7488,1.02,Premium,F,SI2,62.0,59.0,4238,6.42,6.33,3.95 +17507,1.32,Ideal,E,SI2,62.7,56.0,7037,7.03,6.97,4.39 +44413,0.52,Ideal,G,VS2,61.2,56.0,1586,5.16,5.2,3.17 +44040,0.97,Fair,G,I1,57.2,60.0,1547,6.59,6.36,3.72 +31792,0.42,Good,E,SI1,63.4,56.0,773,4.74,4.82,3.03 +53599,0.71,Ideal,J,SI1,60.6,57.0,2700,5.78,5.83,3.52 +38584,0.46,Fair,G,VS1,58.0,66.0,1035,5.08,5.03,2.93 +12301,1.09,Premium,H,SI1,62.4,59.0,5219,6.53,6.48,4.06 +3724,0.36,Good,I,VS1,63.3,56.0,568,4.51,4.56,2.87 +28023,0.3,Ideal,F,VS1,61.4,56.0,658,4.33,4.37,2.67 +47713,0.5,Very Good,G,VVS1,63.3,53.0,1885,5.06,5.09,3.21 +43367,0.43,Ideal,G,VVS2,60.9,57.0,1408,4.86,4.89,2.97 +10091,1.02,Good,E,SI2,63.2,56.0,4712,6.37,6.41,4.04 +31626,0.3,Ideal,H,SI1,61.3,58.0,450,4.3,4.34,2.65 +18195,1.51,Good,D,SI2,61.7,65.0,7384,7.31,7.38,4.53 +6617,0.9,Premium,H,VS2,62.0,57.0,4082,6.16,6.1,3.8 +4004,0.71,Ideal,D,VS1,60.9,57.0,3518,5.74,5.76,3.5 +53038,0.7,Very Good,F,VS1,62.4,56.0,2604,5.62,5.7,3.53 +5173,1.02,Good,D,SI2,58.9,65.0,3773,6.54,6.59,3.87 +21327,1.01,Very Good,F,VVS1,62.8,59.0,9474,6.37,6.43,4.02 +39042,0.36,Ideal,F,IF,62.5,54.0,1056,4.54,4.58,2.85 +16608,1.27,Ideal,H,SI1,61.7,57.0,6635,6.95,6.93,4.28 +23008,1.52,Premium,H,VS2,61.1,59.0,11066,7.45,7.38,4.53 +45925,0.53,Ideal,E,VS2,62.4,56.0,1721,5.16,5.2,3.23 +21380,0.34,Ideal,D,SI1,60.4,57.0,626,4.51,4.53,2.73 +21136,1.56,Ideal,I,VS2,62.5,57.0,9295,7.4,7.36,4.63 +14402,0.95,Good,G,VVS2,57.7,59.7,5817,6.5,6.58,3.77 +25844,1.71,Very Good,H,VVS2,61.2,62.0,14893,7.59,7.65,4.66 +9056,0.34,Ideal,I,SI1,62.8,57.0,589,4.45,4.43,2.79 +7626,1.01,Very Good,H,SI2,61.5,62.0,4262,6.35,6.44,3.93 +51383,0.71,Very Good,H,VS2,61.8,58.0,2368,5.66,5.7,3.51 +10665,1.2,Fair,J,SI1,65.2,58.0,4838,6.67,6.58,4.32 +51348,0.8,Good,G,SI2,62.8,58.0,2363,5.86,5.9,3.69 +28791,0.37,Premium,I,VVS1,62.4,58.0,681,4.55,4.58,2.85 +13568,1.01,Ideal,G,SI1,62.7,57.0,5555,6.3,6.34,3.96 +11647,1.2,Premium,J,VS2,62.6,57.0,5053,6.8,6.72,4.23 +26730,0.32,Premium,G,VS1,61.0,59.0,645,4.39,4.43,2.69 +51150,0.71,Premium,F,SI2,62.0,59.0,2343,5.68,5.65,3.51 +33204,0.35,Ideal,G,VVS2,61.8,55.0,820,4.53,4.56,2.81 +1091,0.71,Ideal,G,VS2,60.6,56.0,2911,5.76,5.8,3.5 +27846,0.31,Very Good,E,SI1,63.4,55.0,651,4.29,4.26,2.71 +45015,0.54,Ideal,G,VS2,61.9,57.0,1637,5.23,5.18,3.22 +11657,1.02,Ideal,G,SI1,62.8,57.0,5055,6.38,6.35,4.0 +14470,1.02,Ideal,E,SI1,62.2,54.7,5840,6.44,6.47,4.01 +35660,0.31,Premium,G,VVS2,62.9,58.0,907,4.31,4.27,2.7 +12750,1.1,Very Good,D,SI2,61.1,58.0,5320,6.61,6.69,4.06 +48585,0.54,Ideal,D,VS2,62.6,57.0,1993,5.24,5.18,3.26 +16205,1.21,Ideal,G,VS2,61.7,56.0,6478,6.85,6.83,4.22 +28474,0.32,Premium,G,VS2,60.1,61.0,672,4.44,4.41,2.66 +45503,0.57,Good,F,VS2,60.0,61.0,1680,5.36,5.43,3.24 +32806,0.34,Ideal,E,VS1,61.0,57.0,805,4.49,4.52,2.75 +21920,1.5,Very Good,G,SI1,62.8,57.0,9996,7.19,7.3,4.55 +5827,1.01,Fair,E,SI2,57.9,57.0,3916,6.51,6.55,3.78 +51773,0.71,Premium,F,SI2,59.6,59.0,2409,5.79,5.75,3.44 +5661,1.0,Ideal,I,SI2,60.9,57.0,3881,6.47,6.43,3.93 +25450,1.64,Premium,G,VS2,62.4,58.0,14201,7.49,7.52,4.68 +19911,1.21,Premium,G,VS1,62.7,58.0,8456,6.79,6.74,4.24 +23011,0.35,Premium,E,SI2,61.5,59.0,630,4.56,4.52,2.79 +47945,0.55,Ideal,I,VVS1,61.6,55.0,1916,5.26,5.3,3.25 +42374,0.5,Ideal,F,SI1,62.0,55.0,1304,5.08,5.12,3.16 +50437,0.77,Good,H,SI2,58.6,64.0,2262,6.01,5.93,3.5 +9262,0.92,Ideal,D,SI1,62.2,56.0,4561,6.23,6.27,3.89 +4359,1.1,Premium,I,SI2,62.9,59.0,3604,6.6,6.53,4.13 +32076,0.32,Ideal,F,VS2,61.4,55.0,781,4.42,4.44,2.72 +48828,0.71,Premium,H,SI2,62.4,56.0,2028,5.7,5.64,3.54 +48511,0.58,Ideal,F,VS1,62.1,56.0,1983,5.32,5.38,3.32 +28306,0.3,Very Good,H,SI1,60.9,59.0,432,4.29,4.31,2.62 +28519,0.32,Very Good,I,IF,61.9,59.0,673,4.37,4.39,2.71 +30045,0.47,Fair,F,SI2,67.6,57.0,719,4.81,4.72,3.23 +32958,0.24,Very Good,E,VS1,62.4,56.0,461,3.96,3.97,2.47 +5637,1.02,Very Good,J,SI1,63.1,60.0,3879,6.35,6.4,4.02 +46887,0.54,Premium,F,VS2,62.4,55.0,1814,5.23,5.19,3.25 +19269,1.09,Ideal,G,VS1,61.7,54.0,7992,6.65,6.7,4.12 +34755,0.41,Premium,H,SI1,60.9,60.0,876,4.83,4.79,2.93 +40521,0.52,Very Good,E,SI2,61.1,57.0,1146,5.2,5.24,3.19 +7674,1.09,Premium,I,SI1,61.7,59.0,4273,6.59,6.53,4.05 +52853,0.7,Good,G,VS1,63.5,61.0,2577,5.6,5.64,3.57 +34191,0.33,Ideal,F,VS2,61.2,54.0,854,4.49,4.47,2.74 +31153,0.41,Premium,F,SI1,61.8,58.0,755,4.75,4.76,2.94 +31895,0.3,Premium,G,VS1,60.0,60.0,776,4.33,4.3,2.59 +47259,0.5,Very Good,G,VVS1,60.9,57.0,1843,5.1,5.15,3.12 +49308,0.3,Ideal,I,VVS1,61.8,54.0,540,4.32,4.35,2.68 +20761,1.08,Premium,D,VS1,61.0,59.0,8999,6.66,6.61,4.05 +40899,0.41,Ideal,D,VS2,61.7,55.0,1177,4.8,4.76,2.95 +43647,0.6,Premium,H,SI1,62.0,56.0,1433,5.44,5.4,3.36 +33927,0.37,Very Good,G,VVS2,59.1,60.0,844,4.69,4.71,2.78 +14629,1.0,Good,G,VS1,64.4,58.0,5906,6.23,6.29,4.03 +35301,0.3,Premium,I,VS1,61.7,58.0,473,4.27,4.32,2.65 +38328,0.32,Premium,E,VVS1,60.8,58.0,1020,4.41,4.38,2.67 +24299,1.6,Good,H,VS1,59.9,61.0,12546,7.59,7.56,4.54 +50112,0.7,Very Good,G,SI1,62.8,58.0,2209,5.64,5.69,3.56 +23547,1.53,Very Good,H,VS2,60.9,63.0,11557,7.41,7.37,4.5 +11109,1.03,Very Good,H,SI1,63.3,57.0,4932,6.41,6.39,4.05 +46414,0.52,Ideal,E,VS2,61.0,57.0,1767,5.21,5.19,3.17 +35552,0.35,Premium,H,VVS2,61.9,58.0,906,4.54,4.5,2.8 +24463,1.5,Ideal,I,IF,61.3,56.0,12725,7.34,7.41,4.52 +6150,1.05,Good,F,SI2,63.6,59.0,3989,6.4,6.36,4.06 +18233,1.13,Premium,G,VS1,58.6,59.0,7404,6.91,6.84,4.03 +45354,0.55,Premium,E,VS2,59.1,62.0,1664,5.37,5.32,3.16 +48363,0.56,Ideal,D,VS2,61.4,55.0,1963,5.33,5.35,3.28 +48902,0.54,Ideal,D,VS2,61.8,56.0,2041,5.25,5.23,3.24 +34759,0.41,Premium,H,SI1,61.4,60.0,876,4.78,4.73,2.92 +35245,0.39,Very Good,F,VS1,63.7,57.0,895,4.63,4.67,2.96 +15824,1.26,Ideal,J,VS1,62.2,58.0,6332,6.88,6.92,4.29 +49807,0.7,Good,E,SI1,64.3,57.0,2164,5.63,5.56,3.6 +31414,0.3,Ideal,G,VVS1,62.0,58.0,764,4.28,4.3,2.66 +45911,0.53,Premium,E,VS2,60.9,60.0,1721,5.16,5.22,3.16 +44935,0.54,Ideal,H,VS1,61.3,55.9,1633,5.23,5.27,3.21 +22814,1.51,Very Good,F,SI1,59.4,57.0,10838,7.48,7.57,4.47 +24599,2.0,Fair,I,VS1,66.3,54.0,12907,7.98,7.88,5.26 +3293,0.95,Very Good,J,VS1,62.4,57.0,3365,6.25,6.29,3.91 +49499,0.56,Ideal,F,VVS2,61.0,56.0,2119,5.33,5.35,3.26 +24616,1.39,Ideal,G,IF,60.6,55.0,12943,7.21,7.27,4.39 +49739,0.77,Very Good,J,VS2,62.9,58.0,2155,5.83,5.87,3.68 +12220,1.0,Premium,F,SI1,61.2,58.0,5197,6.4,6.44,3.93 +11080,1.02,Ideal,H,SI1,61.9,57.0,4924,6.4,6.46,3.98 +27425,2.26,Very Good,D,SI2,61.6,61.0,18028,8.47,8.38,5.19 +751,1.0,Fair,H,SI2,66.1,56.0,2856,6.21,5.97,4.04 +45633,0.28,Very Good,H,VVS1,62.9,54.0,525,4.2,4.23,2.65 +21259,1.5,Ideal,I,VS2,62.6,55.0,9408,7.39,7.31,4.6 +37219,0.38,Very Good,H,VVS1,60.0,57.0,975,4.75,4.79,2.86 +52754,0.78,Ideal,G,SI2,62.1,54.0,2561,5.92,5.94,3.68 +18117,1.3,Very Good,I,VS1,62.1,59.0,7333,6.97,7.01,4.34 +36286,0.34,Good,E,SI2,63.7,55.0,477,4.43,4.46,2.83 +20685,1.2,Premium,F,VS2,62.8,59.0,8964,6.78,6.69,4.23 +31063,0.27,Ideal,E,VVS1,62.0,56.0,752,4.19,4.16,2.59 +19033,0.3,Ideal,E,VS2,61.4,56.0,621,4.33,4.36,2.67 +30824,0.33,Ideal,I,VVS2,62.4,56.0,743,4.43,4.41,2.76 +47922,0.6,Premium,E,VS2,62.7,58.0,1915,5.37,5.34,3.36 +12937,1.0,Good,E,SI1,58.0,60.0,5384,6.48,6.52,3.77 +26832,2.01,Premium,H,SI1,60.9,59.0,16733,8.15,8.04,4.93 +13597,1.29,Very Good,I,VS1,61.1,58.0,5562,6.98,7.03,4.28 +20072,1.27,Premium,G,VS2,61.0,60.0,8549,6.93,6.97,4.24 +37331,0.33,Very Good,F,VVS1,63.3,57.0,980,4.44,4.38,2.79 +50928,0.71,Ideal,I,SI1,61.6,55.0,2319,5.72,5.74,3.53 +52108,0.7,Ideal,G,SI1,60.5,57.0,2460,5.74,5.79,3.49 +28674,0.24,Ideal,E,VVS2,61.4,57.0,678,4.0,4.04,2.47 +38742,0.35,Very Good,G,IF,62.2,58.0,1044,4.45,4.52,2.79 +11976,1.2,Good,G,SI2,63.6,54.0,5141,6.75,6.71,4.28 +21164,1.21,Ideal,G,VS1,62.7,54.0,9323,6.8,6.82,4.27 +50663,0.31,Ideal,G,VS2,61.7,55.0,544,4.35,4.37,2.69 +44195,0.51,Premium,D,SI1,60.1,60.0,1569,5.14,5.18,3.1 +35695,0.3,Premium,D,VS2,60.5,58.0,911,4.38,4.35,2.64 +25612,1.52,Ideal,G,VS1,61.8,56.0,14482,7.4,7.45,4.59 +7255,1.01,Good,I,VS2,63.9,59.0,4197,6.29,6.26,4.01 +48365,0.56,Ideal,D,VS2,61.0,57.0,1963,5.28,5.35,3.24 +21402,1.5,Very Good,G,SI1,62.2,58.0,9515,7.21,7.28,4.51 +32227,0.31,Ideal,G,VVS1,62.5,54.0,789,4.34,4.37,2.72 +45689,0.7,Fair,D,SI2,71.6,55.0,1696,5.47,5.28,3.85 +42200,0.56,Premium,G,SI1,61.1,61.0,1287,5.31,5.29,3.24 +51957,0.6,Ideal,E,VS1,61.6,55.0,2442,5.43,5.48,3.36 +23831,1.52,Very Good,H,VVS2,63.0,60.0,11904,7.25,7.3,4.58 +19747,1.5,Good,I,VS2,61.9,60.0,8316,7.25,7.28,4.5 +39464,0.5,Premium,G,SI2,58.6,61.0,1078,5.21,5.16,3.04 +41472,0.41,Ideal,D,VS1,61.0,57.0,1230,4.82,4.78,2.93 +30081,0.32,Premium,I,VVS2,62.1,59.0,720,4.38,4.35,2.71 +25074,1.5,Good,G,VS1,63.8,58.0,13596,7.12,7.21,4.57 +42826,0.53,Good,E,SI1,63.1,56.0,1355,5.15,5.19,3.26 +43561,0.51,Good,D,VS2,64.2,58.0,1430,5.01,5.06,3.23 +26226,1.52,Good,E,VS1,63.9,56.0,15649,7.21,7.25,4.62 +3633,0.71,Ideal,G,VS1,61.6,55.0,3431,5.71,5.75,3.53 +47985,0.3,Very Good,H,VVS2,62.0,55.0,533,4.28,4.32,2.67 +29756,0.3,Premium,D,SI1,63.0,58.0,709,4.27,4.24,2.68 +31604,0.3,Premium,J,VS2,62.2,58.0,368,4.28,4.3,2.67 +41386,0.42,Ideal,F,VVS2,62.2,56.0,1221,4.82,4.79,2.99 +15894,1.01,Very Good,G,VVS2,61.3,61.0,6354,6.32,6.47,3.92 +46685,0.7,Ideal,I,SI1,61.3,57.0,1790,5.72,5.75,3.52 +37201,0.33,Ideal,F,VVS2,60.9,56.0,974,4.47,4.5,2.73 +41395,0.51,Ideal,H,SI1,61.6,55.0,1222,5.14,5.18,3.18 +2497,0.77,Very Good,G,VS1,61.1,54.0,3197,5.91,5.94,3.62 +20734,1.59,Ideal,D,SI2,61.6,55.0,8975,7.48,7.45,4.6 +22498,1.71,Premium,H,SI2,62.3,58.0,10534,7.66,7.62,4.76 +15238,1.0,Premium,G,VS1,60.6,59.0,6115,6.48,6.42,3.91 +46134,0.54,Very Good,F,VS2,63.0,56.8,1745,5.18,5.22,3.28 +11922,1.09,Ideal,H,SI1,62.3,55.0,5125,6.58,6.61,4.11 +6847,1.08,Premium,G,SI2,63.0,54.0,4124,6.58,6.54,4.13 +47625,0.55,Premium,E,VS2,61.4,57.0,1881,5.29,5.27,3.24 +35121,0.53,Premium,F,I1,61.3,58.0,886,5.22,5.18,3.19 +44666,0.36,Ideal,I,VS2,61.6,55.0,523,4.6,4.65,2.85 +3329,1.23,Premium,F,I1,60.8,59.0,3375,6.96,6.91,4.22 +44947,0.58,Premium,F,SI1,62.2,61.0,1634,5.33,5.25,3.29 +31880,0.3,Ideal,H,VVS2,62.8,57.0,776,4.25,4.22,2.66 +19614,1.5,Premium,F,SI2,63.0,59.0,8232,7.24,7.2,4.55 +37904,0.41,Premium,F,VS1,62.7,58.0,1007,4.74,4.77,2.98 +20259,1.72,Ideal,J,SI1,62.0,57.0,8688,7.66,7.62,4.74 +33745,0.31,Ideal,F,VVS1,61.1,55.0,840,4.38,4.39,2.68 +12901,1.06,Ideal,H,VS2,61.2,55.0,5373,6.61,6.57,4.03 +36927,0.41,Premium,G,VS1,60.5,58.0,961,4.8,4.76,2.89 +92,0.86,Fair,E,SI2,55.1,69.0,2757,6.45,6.33,3.52 +3310,0.84,Good,G,VS2,63.6,59.0,3370,5.89,5.94,3.76 +49263,0.71,Fair,F,SI1,62.6,57.0,2088,5.73,5.68,3.57 +25879,1.51,Very Good,F,VS1,62.6,57.0,14976,7.25,7.29,4.55 +35563,0.35,Premium,G,VS1,61.2,58.0,906,4.54,4.51,2.77 +13185,1.12,Ideal,G,SI1,62.0,55.0,5451,6.65,6.68,4.13 +25577,1.51,Ideal,F,VS2,63.0,55.0,14414,7.29,7.24,4.58 +24863,2.5,Fair,H,SI2,64.9,58.0,13278,8.46,8.43,5.48 +27048,0.32,Ideal,H,VVS2,61.8,55.0,645,4.38,4.42,2.72 +36416,0.31,Premium,E,VS1,61.9,58.0,942,4.32,4.31,2.67 +41376,0.51,Good,F,SI1,63.8,56.0,1220,5.04,5.08,3.23 +26503,1.5,Very Good,F,VVS2,63.8,59.0,16116,7.17,7.25,4.6 +21701,0.31,Very Good,G,VVS2,62.7,55.0,627,4.32,4.35,2.72 +2627,0.72,Ideal,F,VS2,61.1,56.0,3226,5.92,5.8,3.55 +19760,1.11,Premium,E,VS1,61.2,58.0,8329,6.69,6.65,4.08 +40414,0.55,Ideal,H,SI1,61.5,54.0,1134,5.3,5.33,3.27 +41658,0.5,Ideal,D,SI2,62.4,56.0,1239,5.06,5.1,3.17 +11099,1.0,Premium,H,VS2,60.7,60.0,4930,6.55,6.49,3.96 +49529,0.59,Premium,F,SI1,62.2,60.0,2124,5.37,5.33,3.33 +53930,0.71,Ideal,G,VS1,61.4,56.0,2756,5.76,5.73,3.53 +25317,1.51,Ideal,G,VS1,62.1,55.0,13995,7.38,7.33,4.57 +46607,0.54,Premium,D,SI1,62.1,58.0,1786,5.23,5.21,3.24 +24310,2.04,Ideal,J,SI1,59.1,59.0,12554,8.29,8.24,4.88 +45686,0.54,Ideal,H,VVS2,61.1,56.0,1696,5.23,5.28,3.21 +35683,0.32,Premium,D,VVS1,62.0,60.0,910,4.37,4.4,2.72 +32498,0.43,Premium,D,SI1,62.4,60.0,796,4.79,4.82,3.0 +48352,0.54,Ideal,E,VS1,61.2,57.0,1962,5.25,5.27,3.22 +7928,0.91,Ideal,I,VS2,61.6,55.0,4317,6.21,6.28,3.85 +62,0.3,Premium,D,SI1,62.6,59.0,552,4.23,4.27,2.66 +17233,1.55,Premium,J,SI2,62.6,57.0,6890,7.37,7.32,4.6 +46056,0.51,Premium,E,VS2,61.4,56.0,1733,5.18,5.15,3.17 +3002,0.77,Ideal,E,VS2,61.0,56.0,3303,5.91,5.96,3.62 +41634,0.32,Ideal,J,VS2,62.9,56.0,504,4.4,4.37,2.76 +4357,0.8,Very Good,F,VS1,63.8,55.0,3603,5.84,5.89,3.74 +41712,0.53,Ideal,I,VS2,62.3,57.0,1243,5.15,5.18,3.22 +16245,1.01,Premium,G,VS1,62.7,58.0,6499,6.38,6.41,4.01 +1223,0.82,Premium,H,VS2,62.6,59.0,2939,5.99,5.93,3.73 +3539,0.73,Very Good,D,VS2,60.5,59.0,3411,5.76,5.84,3.51 +8486,0.95,Very Good,D,SI2,60.1,61.0,4418,6.35,6.37,3.82 +17588,1.08,Premium,F,VS2,62.8,59.0,7079,6.55,6.47,4.09 +47003,0.53,Ideal,G,VVS2,62.6,56.0,1818,5.16,5.19,3.24 +41293,0.73,Good,G,I1,63.9,55.0,1210,5.76,5.69,3.65 +28431,0.3,Ideal,D,VS2,61.4,58.0,670,4.29,4.31,2.64 +3365,0.3,Very Good,I,VS2,60.7,56.0,407,4.32,4.34,2.63 +3504,0.9,Good,E,SI2,63.4,60.0,3401,6.02,6.07,3.83 +52597,0.53,Very Good,D,VVS2,60.5,57.0,2542,5.23,5.31,3.19 +33850,0.3,Premium,F,VS1,61.9,59.0,844,4.3,4.26,2.65 +46193,0.52,Premium,D,VS2,62.4,58.0,1749,5.09,5.13,3.19 +4933,0.91,Fair,D,SI1,64.7,61.0,3730,6.06,5.99,3.9 +51746,0.63,Good,H,IF,59.3,62.0,2404,5.66,5.7,3.37 +26778,2.01,Good,D,SI2,59.9,65.0,16624,8.0,8.07,4.81 +10394,0.31,Premium,G,SI1,62.1,58.0,593,4.36,4.33,2.7 +18475,1.05,Very Good,E,VS1,61.6,58.0,7521,6.53,6.56,4.03 +52070,0.5,Ideal,D,VS1,60.6,57.0,2454,5.15,5.18,3.13 +39611,0.3,Very Good,H,VS1,62.4,60.0,491,4.23,4.29,2.66 +7546,0.9,Premium,H,VS2,60.4,59.0,4246,6.27,6.24,3.78 +9398,1.0,Very Good,F,SI1,58.1,63.0,4586,6.45,6.36,3.72 +25637,2.15,Ideal,I,SI2,61.7,55.0,14519,8.43,8.24,5.14 +25658,1.77,Very Good,D,SI1,59.2,61.0,14561,7.86,7.98,4.69 +36387,0.45,Premium,I,SI1,62.2,58.0,941,4.89,4.86,3.03 +12571,1.01,Good,G,VS2,63.8,57.0,5279,6.27,6.34,4.02 +3744,0.3,Ideal,F,VS1,61.0,56.0,570,4.35,4.37,2.66 +30164,0.4,Very Good,D,SI1,63.0,57.0,720,4.66,4.7,2.95 +49657,0.7,Very Good,G,SI2,60.7,58.0,2141,5.74,5.8,3.5 +52325,0.7,Very Good,E,SI1,61.9,60.0,2496,5.6,5.67,3.49 +53018,0.71,Good,G,VS2,64.2,58.0,2599,5.59,5.62,3.6 +18190,1.05,Ideal,F,VS1,60.4,56.0,7373,6.61,6.63,4.0 +20023,0.32,Ideal,G,SI2,62.5,57.0,421,4.35,4.38,2.73 +33342,0.41,Very Good,G,VS2,59.9,59.0,827,4.82,4.86,2.9 +26924,1.7,Very Good,G,VS1,60.6,59.0,16955,7.74,7.63,4.66 +52660,0.71,Premium,H,VS2,62.1,58.5,2549,5.68,5.73,3.55 +21134,1.34,Premium,G,VS2,60.7,59.0,9293,7.07,7.04,4.28 +10168,1.5,Good,G,I1,64.0,61.0,4731,7.15,7.04,0.0 +46719,0.51,Very Good,D,VS2,63.1,58.0,1793,5.13,5.08,3.22 +2374,0.32,Ideal,H,VS1,61.8,55.0,561,4.41,4.42,2.73 +34364,0.41,Very Good,I,VVS1,62.0,56.0,863,4.75,4.77,2.95 +19833,1.51,Ideal,I,SI1,62.7,57.0,8400,7.35,7.3,4.59 +43638,0.38,Ideal,E,IF,61.1,56.0,1433,4.67,4.72,2.87 +14279,1.01,Premium,D,SI1,61.2,60.0,5780,6.47,6.41,3.94 +45822,0.56,Good,F,VS1,63.2,61.0,1712,5.2,5.28,3.3 +1221,0.8,Premium,E,SI2,59.9,58.0,2939,6.03,5.96,3.59 +39994,0.41,Premium,F,VS2,60.3,60.0,1107,4.84,4.81,2.91 +41349,0.59,Premium,I,SI1,62.8,59.0,1217,5.36,5.34,3.36 +5215,0.9,Premium,F,SI2,62.7,58.0,3780,6.16,6.09,3.84 +1464,0.64,Good,F,IF,58.6,61.0,2980,5.69,5.71,3.34 +10195,1.05,Premium,H,VS2,60.5,58.0,4739,6.7,6.63,4.03 +47052,0.68,Very Good,E,SI2,63.1,54.5,1821,5.61,5.64,3.55 +43056,0.52,Ideal,I,VVS2,62.2,57.0,1376,5.18,5.11,3.2 +48625,0.7,Ideal,J,VS1,62.8,56.0,2000,5.64,5.66,3.55 +13649,1.05,Ideal,F,SI1,60.6,59.0,5586,6.51,6.56,3.96 +2235,0.71,Very Good,F,VS2,63.3,57.0,3146,5.65,5.69,3.59 +16889,1.14,Ideal,G,SI1,61.7,56.0,6741,6.71,6.75,4.15 +14957,1.26,Premium,I,VS2,62.4,58.0,6023,6.88,6.94,4.31 +45784,0.5,Good,D,VS2,64.0,56.0,1708,5.04,5.02,3.22 +39325,0.3,Ideal,E,VVS1,61.3,57.0,1071,4.32,4.36,2.66 +22772,1.7,Good,I,SI1,59.3,58.0,10796,7.72,7.77,4.59 +4534,1.14,Good,I,SI1,63.9,58.0,3639,6.64,6.6,4.23 +50047,0.59,Very Good,E,VS1,61.2,58.0,2200,5.4,5.45,3.32 +48481,0.58,Ideal,F,VS1,61.2,57.0,1979,5.36,5.39,3.29 +17874,1.4,Ideal,H,SI2,61.2,56.0,7213,7.23,7.18,4.41 +44230,0.59,Premium,H,VS2,60.7,56.0,1572,5.46,5.41,3.3 +37310,0.31,Ideal,F,IF,62.1,55.0,979,4.34,4.35,2.7 +14675,1.18,Premium,I,VS1,62.1,58.0,5921,6.76,6.7,4.18 +34643,0.31,Premium,E,VS2,61.0,59.0,872,4.37,4.35,2.66 +575,0.7,Ideal,F,SI1,60.7,57.0,2833,5.73,5.75,3.49 +12903,1.23,Premium,H,SI2,61.2,57.0,5373,6.89,6.86,4.21 +52782,0.83,Ideal,H,SI2,62.3,54.0,2565,6.04,6.07,3.77 +9790,1.01,Ideal,E,SI2,61.2,54.0,4666,6.49,6.52,3.98 +39521,0.51,Premium,J,VS2,61.9,61.0,1080,5.12,5.09,3.16 +34513,0.33,Very Good,H,IF,60.3,59.0,868,4.47,4.49,2.7 +9426,1.01,Very Good,D,SI2,62.8,59.0,4588,6.34,6.44,4.01 +22225,1.63,Ideal,D,SI2,59.4,59.0,10281,7.73,7.67,4.57 +49968,0.33,Premium,H,VS1,62.4,60.0,540,4.39,4.42,2.75 +12900,0.9,Ideal,E,SI1,61.9,54.0,5373,6.19,6.22,3.84 +52511,0.6,Ideal,D,VS1,61.9,54.9,2527,5.4,5.43,3.35 +20961,1.5,Very Good,H,VS1,63.3,59.0,9173,7.15,7.1,4.51 +26357,0.32,Ideal,G,VS1,61.3,55.0,645,4.42,4.46,2.72 +5511,1.06,Premium,I,SI2,61.5,58.0,3847,6.59,6.55,4.04 +43874,0.52,Very Good,G,VS2,63.3,57.0,1450,5.11,5.09,3.23 +15514,1.24,Premium,H,SI1,60.1,58.0,6215,7.04,7.01,4.22 +14998,1.35,Very Good,I,SI2,61.0,60.0,6041,7.09,7.15,4.34 +50980,0.31,Very Good,G,VS2,61.0,56.0,544,4.35,4.37,2.66 +34921,0.23,Very Good,F,VS1,62.1,58.0,373,3.91,3.95,2.44 +14724,0.3,Very Good,G,VS1,61.4,58.0,605,4.32,4.35,2.66 +38624,0.31,Premium,I,VS1,62.6,59.0,489,4.29,4.33,2.7 +19302,1.14,Ideal,F,VS2,61.4,56.0,8017,6.73,6.78,4.14 +18227,1.1,Premium,G,VS1,58.4,60.0,7399,6.85,6.81,3.99 +19048,0.3,Very Good,E,VVS2,62.4,58.0,622,4.28,4.31,2.68 +9035,0.36,Ideal,H,VS2,60.8,56.0,587,4.61,4.63,2.81 +49883,0.7,Very Good,F,SI2,56.9,62.0,2177,5.87,5.9,3.35 +9528,1.02,Very Good,H,SI1,63.0,58.0,4617,6.34,6.4,4.01 +14716,0.3,Ideal,G,VS1,62.3,56.0,605,4.29,4.32,2.68 +1822,0.9,Good,I,SI2,60.7,58.0,3057,6.17,6.21,3.76 +31988,0.3,Ideal,F,VS2,62.9,57.0,776,4.29,4.26,2.69 +22040,0.31,Premium,I,VS1,60.8,59.0,628,4.41,4.37,2.67 +12080,0.94,Ideal,F,SI2,60.6,54.0,5159,6.39,6.34,3.86 +878,0.76,Ideal,E,SI2,62.8,56.0,2873,5.78,5.82,3.64 +21545,1.06,Ideal,G,VVS2,61.4,56.0,9645,6.56,6.62,4.04 +21782,2.05,Premium,I,SI2,62.1,59.0,9850,8.13,8.07,5.03 +17167,1.26,Very Good,I,VS1,59.2,60.0,6855,7.09,7.02,4.18 +1551,0.72,Ideal,G,VVS2,61.6,55.0,3002,5.78,5.77,3.56 +37086,0.41,Premium,E,SI1,61.4,56.0,969,4.81,4.77,2.94 +7264,1.03,Ideal,E,SI2,61.6,56.0,4199,6.5,6.45,3.99 +40969,0.51,Good,D,SI2,63.9,55.0,1180,5.04,5.1,3.24 +26080,1.68,Very Good,F,VS2,61.1,60.0,15309,7.63,7.7,4.68 +47551,0.64,Very Good,G,VS2,62.7,59.0,1873,5.44,5.5,3.43 +35858,0.4,Ideal,D,VS2,61.9,58.0,917,4.7,4.73,2.92 +2317,0.72,Ideal,H,VS1,61.8,55.0,3167,5.78,5.81,3.58 +42290,0.32,Premium,H,VS2,61.9,58.0,505,4.37,4.39,2.71 +35092,0.3,Ideal,F,IF,61.7,57.0,886,4.28,4.31,2.65 +22582,1.57,Ideal,I,SI1,62.2,56.0,10633,7.42,7.47,4.63 +53732,0.72,Very Good,E,SI1,63.1,58.0,2723,5.69,5.72,3.6 +42686,0.5,Very Good,E,SI1,61.1,55.0,1337,5.1,5.15,3.13 +36469,0.39,Very Good,G,VVS1,63.2,57.0,943,4.62,4.65,2.93 +5250,1.01,Premium,H,SI2,60.7,58.0,3790,6.52,6.49,3.95 +1304,0.82,Very Good,D,SI1,63.1,58.0,2954,5.97,5.95,3.76 +15811,1.01,Very Good,G,VS1,62.7,56.0,6326,6.36,6.46,4.02 +6724,0.27,Ideal,F,VS2,60.9,57.0,577,4.17,4.2,2.55 +27189,2.18,Very Good,G,SI2,61.0,60.0,17475,8.29,8.33,5.07 +14293,1.23,Premium,G,VS1,62.2,58.0,5786,6.78,6.74,4.27 +29248,0.38,Ideal,H,SI1,61.2,56.0,697,4.7,4.74,2.89 +31008,0.35,Ideal,F,SI1,62.4,55.0,748,4.55,4.52,2.83 +15293,1.51,Very Good,E,I1,62.0,58.0,6139,7.31,7.37,4.55 +28313,0.3,Good,H,SI1,63.1,56.0,432,4.27,4.29,2.7 +25173,1.51,Very Good,E,VS2,63.3,61.0,13757,7.24,7.17,4.56 +10251,1.0,Premium,F,SI2,61.4,61.0,4749,6.47,6.4,3.95 +15415,1.05,Good,D,SI1,63.7,59.0,6174,6.42,6.38,4.08 +14549,1.28,Premium,H,VS2,59.4,60.0,5878,7.07,7.03,4.19 +28962,0.31,Very Good,I,VS2,60.7,61.0,435,4.32,4.34,2.63 +12961,1.21,Ideal,J,SI1,62.7,55.2,5390,6.79,6.84,4.27 +7969,0.7,Ideal,D,VS1,61.4,57.0,4323,5.71,5.76,3.52 +4871,1.02,Premium,H,SI2,61.3,57.0,3713,6.51,6.45,3.97 +46435,0.7,Good,H,SI1,64.2,58.0,1771,5.59,5.62,3.6 +6749,0.33,Premium,G,VS2,61.3,59.0,579,4.44,4.46,2.73 +51785,0.7,Ideal,G,SI1,61.9,56.0,2414,5.66,5.71,3.52 +29026,0.33,Ideal,H,VVS1,61.4,53.0,687,4.5,4.55,2.78 +41442,0.59,Fair,I,VS1,64.4,59.0,1229,5.29,5.21,3.38 +23848,1.5,Very Good,D,SI1,62.0,63.0,11933,7.27,7.31,4.52 +28259,0.33,Ideal,H,VVS2,61.9,55.0,666,4.45,4.47,2.76 +51349,0.75,Fair,F,SI1,64.5,60.0,2363,5.65,5.54,3.61 +44637,0.58,Very Good,E,VS2,60.3,57.0,1608,5.41,5.44,3.27 +25127,2.02,Premium,E,SI2,59.9,58.0,13677,8.18,8.14,4.89 +45995,0.5,Ideal,E,VS1,62.3,55.0,1724,5.12,5.09,3.18 +51887,0.7,Ideal,H,VS2,62.4,58.0,2429,5.67,5.71,3.55 +19274,1.34,Ideal,H,VS2,60.8,55.0,7999,7.18,7.12,4.35 +38554,0.39,Ideal,E,VVS2,61.9,55.0,1034,4.7,4.74,2.92 +20507,1.75,Ideal,J,SI1,63.3,59.0,8840,7.63,7.57,4.81 +40103,0.33,Premium,G,VVS1,61.9,59.0,1114,4.41,4.38,2.72 +26122,2.01,Premium,H,VS2,62.6,58.0,15395,8.03,7.94,5.0 +49710,0.57,Ideal,G,VVS2,61.9,56.0,2147,5.3,5.29,3.28 +7427,1.01,Very Good,G,SI2,63.3,56.0,4228,6.26,6.33,3.99 +14060,0.3,Ideal,F,VS2,61.1,56.0,605,4.31,4.33,2.64 +46528,0.51,Premium,G,VS1,62.1,60.0,1781,5.11,5.1,3.17 +26437,2.06,Ideal,F,SI2,62.7,57.0,15970,8.19,8.09,5.1 +12579,1.2,Very Good,H,SI2,62.0,58.0,5280,6.76,6.91,4.24 +1047,0.7,Ideal,F,VS2,62.3,53.0,2907,5.69,5.73,3.56 +28715,0.23,Premium,E,VVS1,61.3,60.0,680,4.01,3.95,2.44 +51346,0.71,Premium,H,VS2,61.3,59.0,2363,5.74,5.77,3.53 +50513,0.5,Ideal,D,VVS2,61.0,56.0,2272,5.11,5.15,3.13 +11206,1.01,Very Good,H,VS2,61.0,63.0,4959,6.38,6.41,3.9 +43955,0.31,Very Good,F,SI1,60.7,58.0,516,4.35,4.38,2.65 +437,0.7,Ideal,H,SI1,61.4,56.0,2815,5.7,5.76,3.52 +32877,0.36,Ideal,E,SI1,61.9,56.0,810,4.58,4.53,2.82 +31899,0.3,Premium,G,VS1,61.7,56.0,776,4.33,4.29,2.66 +32879,0.36,Premium,H,VS1,60.8,59.0,810,4.62,4.59,2.8 +42293,0.36,Very Good,H,SI1,63.0,55.0,505,4.51,4.54,2.85 +9420,1.01,Very Good,G,SI1,59.6,61.0,4588,6.47,6.52,3.87 +49487,0.7,Good,G,SI1,63.8,59.0,2117,5.62,5.58,3.57 +42549,0.59,Very Good,E,SI2,60.5,58.0,1325,5.43,5.51,3.31 +23480,1.01,Premium,D,VVS1,59.3,59.0,11480,6.56,6.53,3.88 +36414,0.31,Ideal,E,VS1,60.4,57.0,942,4.4,4.37,2.65 +47559,0.7,Ideal,I,SI2,62.3,55.0,1874,5.67,5.72,3.55 +27757,0.32,Premium,I,VS1,62.0,58.0,648,4.4,4.37,2.72 +24297,1.51,Ideal,F,SI1,62.8,57.0,12545,7.28,7.33,4.59 +23663,1.71,Ideal,J,VS1,62.1,55.0,11711,7.73,7.65,4.78 +41545,0.5,Good,D,SI1,64.1,56.0,1235,5.03,4.98,3.21 +42506,0.51,Ideal,G,SI1,61.9,56.0,1321,5.11,5.17,3.17 +22228,1.21,Very Good,F,VS2,60.1,58.0,10283,6.85,6.92,4.14 +12106,1.01,Premium,H,VS2,59.1,58.0,5166,6.58,6.59,3.89 +7200,1.01,Good,J,VS1,61.5,61.0,4189,6.39,6.45,3.95 +43529,0.54,Very Good,E,VS2,62.6,60.0,1426,5.26,5.19,3.27 +16727,0.33,Ideal,H,SI1,63.0,57.0,610,4.41,4.39,2.77 +11302,1.04,Premium,H,SI1,62.6,59.0,4980,6.47,6.43,4.04 +52968,0.24,Ideal,F,VVS2,62.6,57.0,552,3.93,3.96,2.47 +23198,1.52,Premium,H,VS2,59.4,59.0,11206,7.49,7.45,4.44 +9723,1.01,Ideal,G,SI1,61.4,57.0,4653,6.44,6.5,3.97 +31325,0.32,Ideal,D,VS2,61.6,56.0,758,4.37,4.4,2.7 +27775,0.32,Premium,H,VS2,62.3,57.0,648,4.39,4.37,2.73 +10,0.23,Very Good,H,VS1,59.4,61.0,338,4.0,4.05,2.39 +24618,1.67,Ideal,H,VS2,62.6,56.0,12945,7.55,7.57,4.73 +10037,0.24,Ideal,F,VS2,61.8,57.0,417,3.97,4.02,2.47 +39100,0.41,Very Good,I,VVS2,63.1,56.0,1061,4.75,4.72,2.99 +26765,1.69,Premium,F,VS2,58.7,59.0,16583,7.87,7.78,4.59 +34200,0.33,Ideal,F,VS2,62.3,55.0,854,4.47,4.42,2.77 +52952,0.24,Very Good,D,VVS2,62.9,58.0,552,3.96,3.99,2.5 +30799,0.34,Ideal,D,VS1,61.3,56.0,742,4.5,4.54,2.77 +50029,0.51,Ideal,F,VVS2,61.7,56.0,2197,5.11,5.13,3.16 +48340,0.71,Premium,H,SI2,61.5,57.0,1960,5.76,5.69,3.52 +47722,0.52,Ideal,G,VS1,60.4,57.0,1887,5.21,5.24,3.16 +16423,1.21,Good,G,VVS2,63.8,55.0,6559,6.74,6.65,4.28 +19917,1.51,Good,I,SI1,63.7,58.0,8464,7.26,7.22,4.61 +44567,0.52,Very Good,D,SI1,63.3,58.0,1605,5.15,5.12,3.25 +14434,0.9,Ideal,F,VS2,60.8,57.0,5828,6.22,6.24,3.79 +52475,0.76,Fair,D,SI2,55.5,69.0,2518,6.16,6.07,3.39 +15663,1.35,Ideal,J,SI1,62.3,57.0,6281,7.02,7.08,4.39 +26898,2.01,Premium,F,SI2,61.3,61.0,16881,8.11,8.01,4.94 +20123,1.23,Ideal,H,IF,61.3,57.0,8585,6.92,6.87,4.23 +10352,0.9,Good,F,VS1,62.8,57.0,4770,6.04,6.1,3.81 +50243,0.7,Good,H,VS2,59.1,65.0,2234,5.75,5.85,3.43 +17088,1.04,Very Good,G,VS1,63.4,59.0,6814,6.46,6.38,4.07 +34142,0.33,Ideal,F,VS2,61.3,56.0,854,4.47,4.43,2.73 +28706,0.42,Ideal,J,VS2,61.3,57.0,680,4.79,4.86,2.96 +1764,1.14,Ideal,J,SI1,60.2,57.0,3045,6.81,6.71,4.07 +26829,2.01,Very Good,F,SI2,60.3,60.0,16728,8.08,8.11,4.88 +15192,1.23,Ideal,J,VS1,62.2,55.0,6100,6.83,6.86,4.26 +47767,0.62,Good,G,VS1,62.5,60.8,1893,5.37,5.47,3.39 +35120,0.42,Ideal,F,SI1,61.6,56.0,886,4.83,4.81,2.97 +11045,0.25,Ideal,F,VS1,61.1,58.0,595,4.04,4.08,2.48 +29701,0.31,Ideal,G,VVS2,62.1,56.0,707,4.32,4.35,2.69 +5109,0.72,Ideal,F,VS1,61.7,56.0,3759,5.75,5.78,3.56 +36855,0.33,Ideal,D,VS1,60.9,57.0,957,4.5,4.47,2.73 +4072,0.31,Ideal,I,VVS1,61.4,54.0,571,4.38,4.41,2.7 +6738,0.4,Very Good,F,SI2,62.6,53.0,579,4.7,4.75,2.96 +50820,0.71,Ideal,E,SI1,61.5,57.0,2308,5.74,5.78,3.54 +28322,0.33,Premium,G,VS1,62.3,58.0,666,4.41,4.45,2.76 +8868,1.15,Very Good,H,SI2,63.0,54.0,4483,6.64,6.73,4.21 +31728,0.31,Ideal,G,VVS1,61.4,57.0,772,4.37,4.39,2.68 +15200,1.21,Ideal,F,SI2,61.8,57.0,6105,6.87,6.82,4.23 +14249,1.29,Ideal,J,VS2,62.1,59.0,5771,6.92,6.96,4.31 +27465,2.03,Very Good,D,SI2,62.4,59.0,18120,7.98,8.04,5.0 +12304,1.09,Ideal,H,SI1,62.3,55.0,5219,6.61,6.58,4.11 +43773,0.58,Very Good,F,SI1,62.2,57.0,1440,5.32,5.36,3.32 +46650,0.3,Good,H,VS1,63.3,57.0,526,4.22,4.25,2.68 +26383,2.04,Ideal,H,SI2,61.2,56.0,15874,8.19,8.25,5.03 +10991,0.91,Very Good,G,VVS2,62.1,60.0,4913,6.14,6.19,3.83 +39968,0.4,Ideal,E,VVS2,61.4,59.0,1106,4.71,4.74,2.9 +24887,2.06,Premium,G,SI1,59.3,61.0,13317,8.44,8.36,4.98 +52918,0.71,Very Good,H,VS1,63.7,57.0,2590,5.63,5.67,3.6 +37097,0.41,Ideal,E,SI1,62.9,57.0,969,4.78,4.73,2.99 +40330,0.39,Fair,G,IF,57.1,61.0,1127,4.83,4.88,2.77 +11971,1.2,Very Good,J,VS2,59.9,60.0,5140,6.98,6.95,4.17 +39151,0.33,Ideal,D,VVS2,60.3,57.0,1062,4.52,4.47,2.71 +43981,0.32,Very Good,H,SI2,60.4,59.0,393,4.39,4.42,2.66 +5274,0.73,Ideal,F,VS1,61.2,57.0,3797,5.79,5.84,3.56 +53827,0.7,Premium,E,VS2,62.8,61.0,2737,5.66,5.62,3.54 +48684,0.53,Ideal,G,VVS1,61.2,55.0,2005,5.19,5.23,3.19 +14516,1.0,Good,G,VS1,64.2,61.0,5863,6.23,6.29,4.02 +6953,0.9,Very Good,E,SI1,62.0,62.0,4144,6.11,6.21,3.82 +28292,0.27,Ideal,I,VS1,62.1,54.0,432,4.16,4.18,2.59 +49861,0.59,Ideal,E,VS1,61.6,57.0,2172,5.35,5.39,3.31 +17177,1.72,Premium,J,SI1,62.0,56.0,6857,7.76,7.7,4.79 +52647,0.24,Very Good,E,VVS2,62.4,58.0,552,3.96,3.99,2.48 +28756,0.31,Very Good,E,VS2,61.6,59.0,680,4.32,4.35,2.67 +47177,0.51,Ideal,F,VS1,61.9,56.0,1836,5.17,5.11,3.18 +42714,0.56,Good,F,SI1,63.2,56.0,1340,5.24,5.29,3.33 +50074,0.51,Premium,F,VVS2,60.5,59.0,2203,5.17,5.15,3.12 +26066,2.11,Ideal,I,SI1,62.0,55.0,15282,8.23,8.18,5.09 +19348,1.56,Good,I,SI2,58.5,61.0,8048,7.58,7.63,4.45 +40762,0.42,Good,F,VVS1,61.2,64.0,1164,4.75,4.8,2.92 +45972,0.3,Premium,H,VS1,62.3,58.0,526,4.26,4.28,2.66 +42209,0.52,Good,H,VS2,63.6,57.0,1289,5.05,5.1,3.23 +43642,0.5,Premium,F,VS2,60.6,59.0,1433,5.13,5.03,3.08 +20430,1.58,Very Good,I,SI1,63.1,55.0,8782,7.42,7.45,4.69 +10236,0.91,Very Good,D,SI1,62.3,60.0,4746,6.15,6.21,3.85 +12805,1.01,Very Good,E,SI1,61.1,57.0,5339,6.43,6.46,3.94 +26564,1.73,Premium,E,SI1,62.6,58.0,16253,7.67,7.59,4.78 +49703,0.71,Very Good,G,SI1,63.2,58.0,2147,5.68,5.65,3.58 +15583,1.2,Premium,H,VS2,60.7,60.0,6250,6.88,6.82,4.16 +32740,0.31,Ideal,F,VS2,61.9,55.0,802,4.39,4.37,2.71 +17699,1.11,Ideal,H,VVS2,61.2,56.0,7136,6.74,6.7,4.11 +20447,1.51,Ideal,G,SI2,60.5,55.0,8794,7.4,7.36,4.46 +30356,0.33,Very Good,D,SI1,63.1,55.0,728,4.4,4.38,2.77 +13010,1.02,Premium,G,VS2,62.7,58.0,5407,6.44,6.36,4.01 +19860,1.04,Ideal,F,VS2,61.6,56.0,8415,6.53,6.55,4.03 +47422,0.57,Very Good,E,VS2,62.9,57.0,1851,5.26,5.29,3.32 +35964,0.28,Ideal,H,VS1,62.2,54.0,476,4.18,4.21,2.61 +9013,1.01,Premium,H,SI1,61.3,58.0,4513,6.47,6.39,3.94 +42289,0.23,Good,E,VVS2,62.2,60.0,505,3.9,3.94,2.44 +33119,0.31,Ideal,G,VVS1,62.5,55.0,816,4.33,4.34,2.71 +43088,0.51,Premium,E,SI1,62.4,59.0,1381,5.07,5.12,3.18 +20461,1.16,Ideal,G,VVS2,62.0,56.0,8803,6.75,6.71,4.17 +11449,1.01,Premium,G,SI1,61.3,59.0,5006,6.48,6.44,3.96 +1112,0.83,Very Good,I,VS2,62.0,55.0,2915,6.03,6.06,3.74 +15668,1.1,Premium,G,VS2,60.5,60.0,6284,6.67,6.58,4.01 +25278,2.0,Ideal,I,SI2,61.1,59.0,13921,8.07,8.11,4.94 +39279,0.43,Good,J,SI2,63.7,57.0,490,4.76,4.79,3.04 +18776,1.02,Premium,F,VS1,62.7,55.0,7677,6.43,6.37,4.01 +44824,0.53,Ideal,F,VS1,61.5,56.0,1624,5.21,5.25,3.22 +22946,1.01,Very Good,E,VVS1,63.6,55.0,10993,6.35,6.39,4.05 +24533,1.52,Premium,D,SI1,59.8,58.0,12823,7.55,7.51,4.5 +5037,1.03,Premium,H,SI2,62.0,60.0,3749,6.47,6.41,4.0 +35010,0.4,Good,F,SI1,63.6,56.0,882,4.68,4.63,2.96 +30471,0.31,Very Good,D,SI1,63.5,57.0,732,4.32,4.28,2.73 +20767,1.61,Good,H,SI2,63.8,62.0,9005,7.35,7.38,4.7 +630,0.73,Very Good,D,SI1,63.9,57.0,2841,5.66,5.71,3.63 +15212,1.01,Ideal,G,VS2,61.9,55.0,6108,6.49,6.46,4.01 +33761,0.4,Premium,G,SI1,59.6,61.0,840,4.76,4.74,2.83 +36757,0.38,Ideal,H,VS1,61.7,55.0,955,4.65,4.7,2.89 +36848,0.37,Premium,F,VS2,61.2,60.0,957,4.63,4.59,2.82 +21976,1.51,Very Good,H,VS1,61.5,54.0,10045,7.34,7.42,4.54 +1066,0.31,Ideal,E,SI2,61.3,55.0,558,4.37,4.34,2.67 +4663,1.04,Ideal,I,SI1,59.7,56.0,3669,6.6,6.54,3.92 +51451,0.55,Premium,F,VS2,62.7,58.0,2376,5.28,5.25,3.3 +16012,1.01,Very Good,G,VS2,61.6,60.0,6406,6.42,6.47,3.97 +27293,2.0,Premium,H,SI1,62.6,56.0,17760,8.01,7.96,5.0 +37033,0.4,Premium,G,VS2,61.9,58.0,966,4.76,4.74,2.94 +21367,0.38,Ideal,I,SI1,61.6,57.0,626,4.62,4.66,2.86 +20896,1.51,Fair,I,VS2,58.8,62.0,9116,7.57,7.51,4.43 +50850,0.55,Very Good,E,VVS2,59.6,59.0,2312,5.32,5.39,3.19 +49929,0.7,Premium,F,SI2,62.9,60.0,2184,5.57,5.49,3.48 +7571,0.91,Very Good,D,SI1,59.3,58.0,4253,6.33,6.38,3.77 +18173,1.01,Very Good,E,VS1,63.4,58.0,7366,6.38,6.36,4.04 +31098,0.41,Very Good,E,SI1,59.3,59.0,753,4.86,4.89,2.89 +52565,0.7,Premium,I,VVS1,61.2,58.0,2536,5.72,5.65,3.48 +43270,0.3,Premium,I,SI1,60.9,59.0,506,4.36,4.34,2.65 +17877,1.0,Very Good,G,VVS2,60.7,56.0,7215,6.5,6.51,3.95 +19069,1.51,Good,J,VS1,60.6,55.0,7848,7.3,7.36,4.44 +28621,0.24,Premium,H,VVS1,60.8,59.0,432,4.0,4.02,2.44 +35400,0.39,Very Good,E,VS1,60.0,59.0,900,4.76,4.8,2.87 +33838,0.53,Ideal,I,SI2,61.8,55.0,844,5.22,5.26,3.24 +50130,0.58,Ideal,H,IF,61.6,57.0,2211,5.34,5.37,3.3 +20360,1.57,Premium,J,VS1,61.3,59.0,8752,7.47,7.44,4.57 +24107,1.46,Premium,G,VS1,62.3,58.0,12261,7.25,7.2,4.5 +6369,0.32,Premium,H,SI1,62.2,56.0,576,4.39,4.36,2.72 +7740,0.38,Ideal,I,SI1,62.3,56.0,581,4.58,4.63,2.87 +44190,0.51,Very Good,D,SI1,61.0,60.0,1569,5.15,5.18,3.15 +53876,1.04,Very Good,I,I1,61.6,61.0,2745,6.45,6.47,3.98 +23544,1.73,Very Good,I,SI1,60.9,59.0,11554,7.71,7.68,4.69 +39096,0.41,Premium,I,VVS2,62.1,58.0,1061,4.78,4.76,2.96 +38984,0.39,Premium,I,VVS1,61.5,59.0,1053,4.7,4.67,2.88 +39916,0.51,Very Good,I,SI2,60.5,56.0,1105,5.23,5.25,3.17 +12232,1.01,Good,H,SI1,59.5,62.0,5197,6.49,6.55,3.88 +48019,0.63,Premium,E,SI1,61.3,58.0,1921,5.57,5.52,3.4 +47813,0.71,Good,G,SI2,58.2,64.0,1902,5.82,5.77,3.37 +9469,1.07,Ideal,J,VS2,61.6,56.3,4602,6.55,6.59,4.04 +5166,0.9,Ideal,H,SI2,61.5,56.0,3770,6.24,6.18,3.82 +10613,1.04,Good,F,SI1,63.1,57.0,4828,6.36,6.41,4.03 +14313,1.01,Fair,D,VS2,59.1,68.0,5797,6.56,6.44,3.84 +33995,0.42,Premium,G,VS2,62.0,58.0,847,4.77,4.81,2.97 +7475,1.0,Premium,F,SI1,60.8,59.0,4234,6.45,6.41,3.91 +21106,1.07,Ideal,G,VVS1,62.6,54.0,9276,6.58,6.5,4.1 +53495,1.01,Premium,J,SI2,58.3,62.0,2683,6.49,6.43,3.77 +52209,0.61,Very Good,D,VS1,60.9,56.0,2481,5.49,5.51,3.35 +31250,0.4,Ideal,I,VVS2,62.0,57.0,758,4.73,4.75,2.94 +2379,0.32,Very Good,G,VS2,62.8,58.0,561,4.31,4.35,2.72 +24270,2.1,Premium,J,SI2,59.1,58.0,12494,8.46,8.4,4.98 +50738,0.52,Ideal,D,VS1,62.2,56.0,2296,5.16,5.13,3.2 +22536,1.51,Very Good,G,SI1,59.6,60.0,10576,7.42,7.45,4.43 +5206,1.04,Premium,G,SI1,60.3,58.0,3780,6.6,6.55,3.96 +40942,0.27,Ideal,H,VS1,62.3,54.0,500,4.16,4.19,2.6 +53659,0.76,Premium,F,SI1,62.0,60.0,2706,5.88,5.76,3.61 +33519,0.33,Ideal,F,VVS1,62.0,59.0,829,4.42,4.45,2.75 +22017,1.5,Premium,E,SI2,59.5,55.0,10080,7.51,7.47,4.46 +37312,0.31,Ideal,E,VVS2,61.2,56.0,979,4.37,4.39,2.68 +11009,1.1,Premium,H,SI1,63.0,58.0,4916,6.6,6.55,4.14 +47546,0.52,Ideal,H,VVS1,60.4,57.0,1872,5.23,5.2,3.15 +4606,0.9,Good,E,SI2,59.9,61.0,3660,6.16,6.2,3.7 +7989,1.03,Premium,I,SI1,62.0,58.0,4326,6.47,6.43,4.0 +36197,0.4,Ideal,E,VS1,60.1,57.0,931,4.77,4.82,2.88 +27090,2.15,Premium,H,SI2,62.8,58.0,17221,8.22,8.17,5.15 +47396,0.57,Good,D,SI1,62.2,64.0,1847,5.29,5.23,3.27 +28130,0.29,Very Good,F,VVS2,60.1,58.0,664,4.32,4.37,2.61 +41257,0.38,Premium,I,SI2,60.0,59.0,500,4.69,4.71,2.82 +26538,2.42,Premium,J,SI2,58.5,59.0,16198,8.85,8.82,5.17 +30237,0.33,Ideal,E,VS2,61.9,56.0,723,4.43,4.46,2.75 +21540,1.2,Ideal,F,VS1,62.0,55.0,9641,6.81,6.83,4.23 +17702,0.32,Ideal,G,SI1,60.8,56.0,612,4.48,4.44,2.71 +18198,1.57,Ideal,I,SI2,62.8,57.0,7385,7.39,7.36,4.63 +51411,0.73,Premium,I,VS1,61.2,59.0,2371,5.82,5.84,3.57 +11519,0.92,Ideal,E,VS1,62.6,57.0,5023,6.18,6.13,3.85 +18541,1.0,Good,E,VS1,60.1,63.0,7556,6.42,6.45,3.87 +49857,0.67,Very Good,F,VS2,63.2,60.0,2171,5.55,5.5,3.49 +13301,1.02,Ideal,E,SI1,60.5,56.0,5493,6.57,6.53,3.96 +2545,0.7,Ideal,G,VS1,61.2,56.0,3206,5.71,5.75,3.5 +33288,0.31,Very Good,G,SI1,62.8,55.0,462,4.32,4.38,2.73 +50881,0.71,Ideal,I,VS2,62.1,59.0,2315,5.73,5.7,3.55 +46258,0.54,Premium,G,VS1,61.1,59.0,1754,5.22,5.26,3.2 +45149,0.5,Premium,F,VS2,62.4,60.0,1654,5.08,5.05,3.16 +18394,1.42,Ideal,H,SI2,62.2,56.0,7475,7.21,7.16,4.47 +47443,0.7,Good,H,SI2,63.8,57.0,1856,5.58,5.55,3.55 +29555,0.4,Ideal,H,SI1,62.6,52.0,705,4.73,4.76,2.97 +28195,0.4,Very Good,E,SI2,61.4,57.0,666,4.68,4.74,2.89 +49272,0.6,Ideal,E,SI1,62.3,55.0,2090,5.45,5.4,3.38 +5643,0.9,Good,D,SI1,62.4,63.0,3880,6.04,6.13,3.8 +4906,0.92,Good,I,VS1,60.9,63.0,3723,6.27,6.34,3.84 +47824,0.61,Ideal,D,SI1,61.6,55.0,1904,5.49,5.51,3.39 +17141,1.0,Very Good,F,VS2,63.8,56.9,6841,6.29,6.36,4.04 +30171,0.35,Very Good,D,VS2,62.6,56.0,721,4.48,4.5,2.81 +47132,0.58,Ideal,D,SI1,61.1,57.0,1829,5.41,5.36,3.29 +4850,0.71,Ideal,F,VS1,61.9,56.0,3710,5.7,5.74,3.54 +17508,1.19,Ideal,E,SI1,61.3,57.0,7037,6.83,6.81,4.18 +27769,0.32,Premium,H,VS2,61.4,60.0,648,4.41,4.39,2.7 +36029,0.41,Premium,G,SI1,59.1,58.0,923,4.88,4.83,2.87 +28811,0.38,Premium,I,VS2,62.4,56.0,682,4.65,4.58,2.88 +31183,0.32,Premium,D,SI1,58.9,60.0,756,4.49,4.47,2.64 +32893,0.36,Ideal,E,SI1,62.1,56.0,810,4.59,4.56,2.84 +35399,0.4,Very Good,H,VVS1,60.5,59.0,900,4.73,4.76,2.87 +25746,1.5,Premium,D,VS2,62.5,61.0,14675,7.32,7.25,4.55 +29404,0.33,Ideal,G,VS1,61.1,55.0,699,4.5,4.52,2.75 +45927,0.53,Premium,E,VS2,59.8,58.0,1721,5.26,5.27,3.15 +53408,0.71,Ideal,F,SI2,61.5,55.0,2668,5.78,5.75,3.54 +53528,0.76,Ideal,H,VVS2,61.8,57.0,2690,5.84,5.91,3.63 +51731,0.73,Fair,G,VS2,60.1,65.0,2401,5.91,5.81,3.52 +48304,0.31,Good,D,SI1,63.8,57.0,533,4.29,4.33,2.75 +20794,1.52,Very Good,D,SI2,61.2,63.0,9030,7.39,7.31,4.5 +12835,1.2,Very Good,H,SI2,62.0,58.0,5352,6.73,6.79,4.19 +21834,1.5,Premium,I,VS1,62.7,59.0,9900,7.25,7.3,4.56 +3554,1.0,Premium,J,SI1,62.7,57.0,3416,6.4,6.33,3.99 +14086,1.24,Ideal,I,SI1,61.3,56.0,5714,6.9,6.93,4.24 +51500,0.7,Very Good,F,SI1,62.4,58.0,2382,5.64,5.7,3.54 +8502,1.12,Premium,J,VS2,58.6,58.0,4422,6.85,6.81,4.0 +26296,1.52,Premium,F,VS2,61.4,58.0,15792,7.42,7.37,4.54 +3902,0.9,Good,G,SI2,62.7,59.0,3489,6.04,6.12,3.81 +36812,0.3,Premium,G,IF,62.9,58.0,956,4.25,4.21,2.66 +36806,0.3,Ideal,G,IF,62.8,57.0,956,4.32,4.28,2.7 +21881,1.5,Premium,G,SI1,62.9,55.0,9954,7.28,7.24,4.57 +39497,0.41,Premium,E,VS1,60.4,58.0,1079,4.78,4.82,2.9 +32749,0.36,Ideal,F,VS1,61.3,55.0,803,4.59,4.61,2.82 +19586,1.51,Very Good,I,SI1,63.5,57.0,8214,7.19,7.24,4.58 +18349,1.01,Premium,G,VVS2,61.6,60.0,7466,6.41,6.38,3.94 +29387,0.31,Very Good,E,SI1,63.4,55.0,698,4.33,4.31,2.74 +31832,0.34,Premium,G,VVS2,61.6,58.0,775,4.44,4.49,2.75 +41961,0.23,Very Good,E,VVS2,64.1,58.0,505,3.85,3.89,2.48 +19271,1.21,Ideal,G,VS2,61.1,57.0,7996,6.95,6.85,4.22 +15980,1.2,Premium,E,SI2,62.6,56.0,6397,6.84,6.77,4.26 +40558,0.41,Ideal,G,VVS1,62.0,56.0,1151,4.78,4.8,2.97 +4492,0.79,Premium,E,VS2,62.1,59.0,3628,5.9,5.86,3.65 +28999,0.34,Premium,F,VS2,61.2,59.0,686,4.49,4.53,2.76 +50317,1.06,Fair,I,I1,64.5,57.0,2239,6.47,6.33,4.13 +11904,1.15,Premium,F,SI2,61.1,57.0,5120,6.82,6.77,4.15 +36521,0.42,Ideal,G,SI1,62.9,54.0,945,4.81,4.79,3.02 +11465,1.01,Very Good,F,SI1,63.1,59.0,5010,6.3,6.37,4.0 +32750,0.36,Ideal,F,VS1,60.8,56.0,803,4.61,4.64,2.81 +21009,1.0,Very Good,E,VVS2,63.0,58.0,9224,6.33,6.36,4.0 +13734,0.28,Very Good,E,VVS2,60.2,58.0,604,4.24,4.27,2.56 +52321,0.5,Very Good,E,VVS1,60.1,56.0,2495,5.16,5.19,3.11 +41501,0.62,Premium,F,SI2,59.1,58.0,1234,5.6,5.57,3.3 +32631,0.23,Good,E,VVS1,60.6,65.0,458,3.95,3.97,2.4 +2342,0.83,Ideal,H,VS2,61.6,55.0,3171,6.04,6.08,3.73 +6900,0.73,Ideal,D,VS2,61.6,56.0,4134,5.76,5.8,3.56 +328,0.72,Premium,E,VS2,63.0,55.0,2802,5.79,5.61,3.59 +851,0.83,Ideal,E,SI2,62.2,57.0,2870,6.0,6.05,3.75 +2302,0.7,Ideal,F,VS1,61.0,58.0,3162,5.74,5.76,3.51 +6700,0.32,Ideal,J,VS2,61.5,53.0,409,4.44,4.47,2.74 +51393,0.71,Very Good,G,VS1,63.5,56.0,2368,5.67,5.63,3.59 +11018,0.59,Ideal,D,IF,60.9,60.0,4916,5.41,5.39,3.29 +8795,1.21,Premium,F,SI2,61.8,59.0,4472,6.82,6.77,4.2 +5579,0.9,Very Good,E,SI1,63.6,57.0,3863,6.08,6.12,3.88 +42334,0.45,Ideal,G,VVS1,61.5,57.0,1297,4.91,4.95,3.03 +47902,0.53,Premium,G,VVS2,60.8,58.0,1914,5.25,5.18,3.17 +42505,0.55,Premium,G,SI1,61.8,59.0,1321,5.25,5.2,3.23 +42553,0.46,Ideal,D,VS2,62.7,57.0,1326,4.89,4.93,3.08 +19512,1.23,Premium,G,VS1,59.6,60.0,8145,6.94,6.99,4.15 +19658,1.17,Ideal,H,IF,61.0,53.0,8266,6.89,6.85,4.19 +14286,1.06,Premium,H,VS2,62.0,58.0,5783,6.5,6.57,4.05 +17069,0.32,Premium,G,SI1,62.6,58.0,612,4.35,4.31,2.71 +29565,0.41,Good,F,SI1,63.4,57.0,705,4.73,4.74,3.0 +12666,1.02,Very Good,I,VS1,62.2,60.0,5302,6.4,6.43,3.99 +26709,0.32,Ideal,F,VS2,62.4,55.0,645,4.41,4.43,2.76 +9778,0.9,Very Good,H,VVS1,62.1,59.0,4664,6.17,6.19,3.84 +28664,0.31,Ideal,G,VVS2,61.2,54.0,677,4.38,4.41,2.69 +41754,0.67,Very Good,E,SI2,63.1,58.0,1244,5.62,5.53,3.53 +42868,0.43,Ideal,F,VVS1,62.3,55.0,1358,4.85,4.88,3.03 +11711,0.4,Very Good,J,VS2,62.5,60.0,596,4.67,4.71,2.93 +38974,0.4,Very Good,E,VS1,62.4,54.0,1053,4.71,4.75,2.95 +40986,0.5,Premium,E,SI2,61.5,58.0,1181,5.09,5.03,3.11 +29800,0.3,Very Good,D,SI1,63.3,55.0,709,4.31,4.28,2.72 +33092,0.31,Ideal,D,VVS2,61.7,54.0,815,4.38,4.43,2.72 +25569,2.0,Premium,D,SI2,61.0,58.0,14406,8.06,7.97,4.89 +6317,0.71,Ideal,E,VVS1,61.9,55.0,4027,5.73,5.77,3.56 +38616,0.3,Very Good,F,SI1,58.4,59.0,489,4.42,4.45,2.59 +43092,0.41,Ideal,E,VVS2,61.1,57.0,1381,4.82,4.77,2.93 +7017,0.92,Good,D,SI1,63.1,58.0,4158,6.11,6.16,3.87 +51070,0.54,Ideal,F,VS2,61.3,57.0,2333,5.29,5.24,3.23 +23781,1.27,Ideal,E,VS1,61.8,57.0,11840,6.94,6.98,4.3 +31783,0.42,Ideal,F,SI1,62.0,57.0,773,4.81,4.83,2.99 +16962,1.12,Ideal,G,VS2,62.0,56.0,6774,6.69,6.64,4.13 +9976,1.04,Very Good,G,SI2,60.6,57.0,4703,6.56,6.6,3.99 +8513,1.16,Ideal,G,SI2,61.3,55.0,4425,6.79,6.84,4.18 +47593,0.51,Ideal,E,VS2,60.7,56.0,1877,5.17,5.21,3.15 +19592,1.0,Ideal,G,VVS1,61.9,57.0,8217,6.39,6.43,3.97 +4724,0.33,Ideal,I,SI1,62.7,56.0,572,4.44,4.4,2.77 +6863,0.74,Ideal,F,VVS1,60.8,60.0,4127,5.82,5.86,3.55 +7391,0.33,Very Good,E,SI1,62.0,60.0,579,4.38,4.43,2.73 +25762,2.16,Very Good,J,SI1,61.4,58.0,14715,8.29,8.31,5.1 +6266,0.87,Ideal,D,SI2,61.4,54.0,4012,6.15,6.2,3.79 +12839,1.08,Ideal,D,SI2,61.6,57.0,5352,6.62,6.58,4.07 +20980,1.52,Premium,E,SI2,60.8,60.0,9193,7.42,7.36,4.49 +46322,0.51,Very Good,D,VS1,61.0,57.0,1756,5.15,5.18,3.15 +15754,1.29,Ideal,H,SI2,61.6,54.0,6300,7.0,7.02,4.32 +13783,1.01,Premium,G,VS2,62.5,60.0,5620,6.37,6.31,3.96 +48700,0.65,Very Good,G,VS2,63.2,57.0,2009,5.54,5.47,3.48 +48807,0.75,Ideal,J,VS2,62.3,57.0,2025,5.84,5.81,3.63 +14560,1.0,Premium,D,SI1,61.4,58.0,5880,6.43,6.37,3.93 +16503,1.36,Very Good,F,SI1,62.8,53.0,6597,7.05,7.1,4.45 +34063,0.36,Ideal,D,SI1,61.6,56.0,851,4.58,4.54,2.81 +14890,1.2,Ideal,G,SI1,60.5,56.0,5996,6.84,6.87,4.15 +52151,0.79,Premium,H,SI2,60.4,61.0,2471,5.99,5.96,3.61 +12124,1.18,Good,D,SI2,60.7,63.0,5168,6.77,6.81,4.12 +45659,0.25,Very Good,F,IF,63.3,59.0,526,3.99,4.04,2.54 +24697,0.3,Very Good,G,VVS2,59.7,63.0,638,4.34,4.37,2.6 +43307,0.5,Very Good,F,VS2,62.8,57.0,1402,5.05,5.08,3.18 +3250,0.89,Very Good,F,SI2,60.2,60.0,3356,6.18,6.21,3.73 +40597,0.37,Ideal,J,SI1,60.5,57.0,497,4.63,4.66,2.81 +8229,1.0,Good,F,SI1,64.0,57.0,4372,6.29,6.33,4.04 +10018,0.9,Very Good,E,VS2,60.6,60.0,4709,6.14,6.27,3.76 +19422,1.51,Premium,H,SI2,62.8,60.0,8074,7.26,7.22,4.55 +36761,0.56,Very Good,H,SI2,62.0,63.0,956,5.26,5.21,3.27 +41695,0.45,Good,H,VVS1,56.8,64.0,1240,5.08,4.99,2.86 +40187,0.52,Very Good,E,SI2,61.8,54.0,1120,5.15,5.18,3.19 +17375,0.34,Premium,I,VS2,62.1,57.0,612,4.48,4.44,2.77 +32125,0.4,Good,F,VS2,62.2,61.0,784,4.71,4.74,2.94 +16830,1.11,Premium,G,VS2,60.8,58.0,6713,6.7,6.65,4.06 +37485,0.35,Premium,E,VS2,59.2,58.0,984,4.63,4.59,2.73 +5892,0.9,Premium,I,VVS2,58.3,60.0,3931,6.32,6.28,3.67 +48290,0.52,Ideal,G,VVS2,61.6,55.0,1957,5.14,5.18,3.19 +10477,1.22,Very Good,J,VS2,61.9,57.0,4793,6.82,6.87,4.24 +31656,0.35,Ideal,E,VS2,62.4,57.0,767,4.52,4.55,2.83 +40036,0.4,Very Good,F,VVS1,61.9,59.0,1111,4.71,4.75,2.93 +34053,0.42,Ideal,F,SI2,62.1,56.0,851,4.83,4.8,2.99 +17370,1.39,Good,F,SI2,63.8,55.0,6969,7.05,7.08,4.51 +45065,0.57,Good,F,VS2,62.8,62.0,1642,5.22,5.25,3.29 +21704,0.27,Ideal,G,VVS1,62.5,56.0,627,4.15,4.18,2.6 +47975,0.3,Ideal,I,VVS1,62.2,54.0,532,4.29,4.35,2.68 +10074,0.35,Ideal,F,SI2,62.8,55.0,591,4.53,4.48,2.83 +20269,1.21,Ideal,F,VS2,62.4,59.0,8691,6.82,6.77,4.24 +44730,0.62,Ideal,H,VS2,61.2,54.0,1616,5.51,5.6,3.4 +21071,1.02,Very Good,F,VVS2,59.9,57.0,9246,6.54,6.59,3.93 +43418,0.52,Ideal,G,SI1,61.2,55.0,1413,5.17,5.22,3.18 +31569,0.31,Ideal,D,VVS2,61.9,57.0,766,4.31,4.35,2.68 +42582,0.59,Ideal,J,VS1,58.7,56.0,1330,5.52,5.48,3.23 +38210,0.43,Ideal,F,SI1,61.7,54.0,1016,4.9,4.86,3.01 +41195,0.47,Very Good,G,VS1,60.5,59.4,1203,5.03,5.08,3.06 +13279,1.01,Good,F,VS2,57.3,62.0,5487,6.63,6.59,3.79 +37320,0.35,Ideal,G,IF,60.2,55.0,979,4.63,4.64,2.79 +40835,0.56,Good,E,SI2,63.5,57.0,1172,5.21,5.24,3.32 +33967,0.32,Ideal,E,VS2,61.3,55.0,846,4.41,4.43,2.71 +14590,1.0,Premium,G,VS2,61.0,59.0,5887,6.41,6.37,3.9 +13566,1.16,Premium,H,SI1,61.2,58.0,5554,6.81,6.76,4.15 +29704,0.4,Ideal,E,SI1,62.5,57.0,707,4.7,4.74,2.95 +34103,0.36,Ideal,D,VS2,61.6,56.0,852,4.55,4.57,2.81 +35617,0.3,Very Good,H,VS2,62.7,59.0,473,4.22,4.27,2.66 +39709,0.58,Ideal,J,SI1,61.5,55.0,1089,5.36,5.4,3.31 +25499,1.52,Premium,G,VS1,61.2,60.0,14293,7.37,7.4,4.52 +53885,0.81,Ideal,D,SI1,61.5,57.0,2748,6.0,6.03,3.7 +23049,1.5,Ideal,G,SI1,62.0,56.0,11079,7.29,7.33,4.53 +4074,0.31,Ideal,D,SI1,61.8,57.0,571,4.32,4.36,2.68 +10658,1.0,Good,G,VS2,56.7,62.0,4838,6.64,6.59,3.75 +42694,0.54,Ideal,H,VS2,60.1,57.0,1338,5.28,5.33,3.19 +50551,0.7,Ideal,I,VVS2,62.5,54.0,2276,5.69,5.74,3.57 +789,0.62,Fair,F,IF,60.1,61.0,2861,5.53,5.56,3.33 +9112,0.9,Ideal,G,VS1,61.6,56.3,4531,6.22,6.3,3.86 +43860,0.53,Very Good,G,VS2,60.1,59.0,1449,5.22,5.26,3.15 +30014,0.38,Ideal,E,VS2,61.5,56.0,717,4.65,4.69,2.87 +52011,0.78,Good,F,SI2,62.7,61.0,2444,5.8,5.84,3.65 +15927,1.04,Ideal,H,VS1,62.0,54.0,6368,6.52,6.54,4.05 +43699,0.5,Very Good,D,SI1,62.0,60.0,1436,5.08,5.12,3.16 +18090,1.02,Premium,E,VS2,60.0,59.0,7311,6.56,6.54,3.93 +17521,1.04,Good,G,VS1,63.8,57.0,7049,6.4,6.43,4.09 +28157,0.3,Ideal,H,VVS1,62.0,56.0,665,4.29,4.32,2.67 +14861,1.14,Premium,H,VS2,60.2,58.0,5986,6.74,6.81,4.08 +20799,1.6,Premium,J,VS1,61.3,59.0,9032,7.52,7.49,4.6 +3500,0.88,Premium,G,VS2,61.1,58.0,3400,6.19,6.15,3.77 +7234,1.01,Ideal,J,SI1,60.2,59.0,4194,6.48,6.51,3.91 +1598,1.2,Fair,J,I1,64.9,59.0,3011,6.61,6.54,4.27 +27196,2.01,Good,I,VS2,65.0,57.0,17497,7.85,7.99,5.15 +6812,1.01,Premium,E,SI2,60.6,58.0,4118,6.53,6.47,3.94 +18011,1.47,Ideal,I,VS2,62.3,57.0,7284,7.24,7.3,4.53 +29813,0.3,Ideal,D,SI1,62.5,57.0,709,4.28,4.26,2.67 +46957,0.3,Premium,I,VS1,61.9,59.0,527,4.31,4.24,2.65 +20997,1.12,Ideal,G,VVS2,61.9,57.0,9214,6.62,6.66,4.11 +42327,0.41,Ideal,F,VVS1,60.9,56.0,1295,4.79,4.83,2.93 +35351,0.42,Ideal,H,SI1,62.4,57.0,898,4.79,4.76,2.98 +31158,0.41,Ideal,E,SI1,62.6,57.0,755,4.72,4.73,2.96 +14669,1.51,Fair,F,SI2,65.4,56.0,5919,7.2,7.08,4.67 +11281,1.22,Ideal,E,SI2,62.8,54.0,4974,6.78,6.75,4.25 +11190,1.18,Premium,H,SI2,61.6,57.0,4956,6.81,6.73,4.17 +36645,0.43,Good,F,SI1,63.8,57.0,948,4.82,4.8,3.07 +5512,0.91,Premium,D,SI2,62.7,59.0,3848,6.17,6.21,3.88 +37972,0.41,Ideal,E,VS1,61.5,56.0,1007,4.77,4.79,2.94 +7931,0.84,Very Good,F,VVS2,60.4,62.0,4318,6.1,6.15,3.7 +52155,0.7,Very Good,G,VS1,63.2,58.0,2473,5.61,5.65,3.56 +43956,0.31,Good,F,SI1,63.1,57.0,516,4.28,4.31,2.71 +50046,0.59,Very Good,D,VS2,62.9,56.7,2200,5.37,5.39,3.38 +45497,0.51,Very Good,F,VS1,60.0,59.0,1680,5.18,5.22,3.12 +24419,1.64,Premium,F,SI1,62.8,59.0,12670,7.53,7.51,4.72 +47506,0.56,Premium,D,SI1,62.3,58.0,1865,5.28,5.21,3.27 +25020,2.02,Very Good,G,SI2,63.2,54.0,13554,7.96,7.82,4.99 +18139,1.59,Very Good,I,SI2,61.9,58.0,7345,7.46,7.5,4.63 +4700,0.9,Ideal,J,IF,62.2,57.0,3677,6.17,6.14,3.83 +18860,1.7,Very Good,J,VS2,63.2,58.0,7730,7.56,7.5,4.76 +2037,0.79,Good,E,SI1,63.2,56.0,3107,5.83,5.91,3.71 +1193,0.59,Very Good,D,VVS2,60.6,59.0,2933,5.44,5.49,3.31 +2785,0.9,Very Good,G,SI2,62.2,60.0,3256,6.09,6.2,3.82 +43409,0.53,Ideal,D,SI2,60.4,57.0,1412,5.3,5.26,3.19 +37208,0.34,Ideal,G,IF,61.0,55.0,974,4.51,4.54,2.76 +24927,2.07,Ideal,F,SI2,60.5,57.0,13373,8.28,8.21,4.99 +19352,0.31,Ideal,E,VS2,61.8,56.0,622,4.35,4.37,2.69 +35360,0.38,Premium,I,VS1,59.9,60.0,898,4.72,4.66,2.81 +19376,0.27,Ideal,E,VVS2,62.0,55.0,622,4.12,4.14,2.56 +51918,0.7,Very Good,G,VS2,59.0,60.0,2437,5.76,5.83,3.42 +27184,2.08,Ideal,H,SI1,61.3,56.0,17469,8.24,8.27,5.06 +17925,1.01,Premium,F,VS2,61.7,58.0,7240,6.47,6.43,3.98 +15456,1.21,Very Good,H,VS2,62.9,57.0,6189,6.75,6.8,4.26 +9508,0.9,Premium,D,SI1,62.2,60.0,4612,6.14,6.08,3.8 +46953,0.3,Very Good,I,VVS2,61.9,61.0,526,4.28,4.32,2.66 +16000,1.37,Ideal,I,SI2,62.2,56.0,6401,7.07,7.14,4.42 +38425,0.51,Premium,G,SI2,62.5,56.0,1026,5.12,5.09,3.19 +51388,0.71,Ideal,H,SI1,61.3,58.0,2368,5.73,5.78,3.53 +11952,1.13,Premium,D,SI2,60.9,59.0,5133,6.65,6.72,4.07 +43402,0.59,Very Good,F,SI1,61.7,57.0,1412,5.39,5.43,3.34 +2726,0.36,Ideal,G,SI2,61.8,56.0,565,4.58,4.61,2.84 +10371,1.06,Premium,F,SI1,62.4,58.0,4774,6.51,6.56,4.07 +42554,0.46,Very Good,D,VS2,60.9,58.0,1326,4.94,4.97,3.02 +29364,0.31,Premium,G,VS2,61.5,59.0,698,4.35,4.33,2.67 +27633,2.03,Ideal,F,SI2,61.4,58.0,18535,8.12,8.16,5.0 +9787,1.01,Very Good,E,SI2,59.5,59.0,4666,6.54,6.58,3.9 +47481,0.59,Good,F,VS1,60.5,61.0,1861,5.43,5.5,3.31 +46211,0.54,Very Good,G,VVS2,61.8,57.0,1751,5.22,5.26,3.24 +33777,0.35,Very Good,F,VS1,60.3,58.6,842,4.56,4.59,2.76 +24743,2.09,Premium,J,SI2,60.0,60.0,13092,8.32,8.37,5.01 +44597,0.53,Premium,H,VS1,62.3,58.0,1607,5.17,5.13,3.21 +32253,0.3,Premium,G,VVS1,61.8,59.0,789,4.28,4.33,2.66 +41745,0.57,Very Good,E,SI2,59.7,57.0,1244,5.4,5.48,3.25 +22113,1.24,Ideal,F,VS1,60.9,54.0,10138,6.98,6.95,4.24 +17153,1.23,Very Good,H,VS2,62.4,58.0,6848,6.8,6.85,4.26 +30955,0.32,Very Good,I,VS2,62.8,58.0,449,4.33,4.37,2.73 +34452,0.32,Ideal,I,IF,60.8,54.0,864,4.47,4.44,2.71 +52463,0.68,Good,F,VS1,60.0,60.8,2516,5.67,5.71,3.41 +1743,0.7,Ideal,H,VS2,61.5,56.0,3038,5.71,5.73,3.52 +14840,1.2,Premium,H,SI1,62.9,55.0,5975,6.77,6.74,4.25 +2603,0.72,Very Good,F,VS1,62.8,58.0,3219,5.7,5.73,3.59 +44942,0.51,Very Good,E,VS1,64.4,55.0,1634,5.03,5.07,3.25 +44933,0.58,Very Good,H,VS2,61.2,55.8,1633,5.39,5.41,3.3 +50335,0.55,Ideal,F,VVS2,62.4,55.0,2242,5.24,5.28,3.28 +53110,0.7,Ideal,E,VS2,62.2,55.0,2616,5.72,5.69,3.55 +53099,0.77,Premium,E,SI2,61.7,61.0,2614,5.93,5.9,3.65 +16351,0.3,Premium,H,VS2,62.9,59.0,608,4.3,4.26,2.69 +48421,0.7,Ideal,J,VS2,61.5,57.0,1971,5.7,5.74,3.52 +13839,1.09,Premium,E,SI1,62.5,57.0,5640,6.61,6.55,4.11 +18331,1.04,Ideal,G,VS1,61.5,57.0,7457,6.5,6.54,4.01 +24561,1.23,Ideal,D,VVS2,62.0,55.0,12848,6.85,6.92,4.27 +37922,0.23,Very Good,E,VVS1,59.3,62.0,485,3.99,4.0,2.37 +34733,0.37,Premium,E,VS1,60.4,58.0,876,4.61,4.66,2.8 +41040,0.41,Ideal,E,VVS2,60.9,56.0,1187,4.75,4.81,2.91 +12374,0.4,Ideal,F,SI2,62.8,55.0,597,4.7,4.73,2.96 +37083,0.41,Premium,E,SI1,60.2,60.0,969,4.82,4.78,2.89 +12364,0.26,Very Good,D,VVS2,59.1,59.0,597,4.21,4.28,2.51 +49237,0.82,Premium,J,SI1,62.2,58.0,2083,5.98,5.94,3.71 +32337,0.3,Ideal,E,VVS2,61.8,56.0,789,4.31,4.33,2.67 +6216,0.8,Very Good,G,VVS2,62.5,56.0,4002,5.95,5.98,3.73 +28016,0.3,Ideal,E,VS2,62.3,56.0,658,4.3,4.34,2.69 +17839,1.01,Very Good,E,VS2,60.6,59.0,7195,6.43,6.47,3.91 +33933,0.33,Ideal,I,VS2,62.4,56.0,463,4.39,4.43,2.75 +11075,0.91,Very Good,G,SI1,62.8,56.0,4922,6.16,6.2,3.88 +51710,0.58,Ideal,F,VS2,61.8,57.0,2401,5.39,5.35,3.32 +32347,0.36,Ideal,E,VS2,61.9,56.0,789,4.56,4.59,2.83 +17852,1.21,Premium,E,SI1,62.6,58.0,7203,6.79,6.82,4.26 +6610,1.0,Very Good,F,SI2,60.2,59.0,4082,6.41,6.48,3.88 +41354,0.53,Ideal,J,VS1,61.4,55.2,1218,5.2,5.22,3.2 +2526,1.02,Ideal,G,SI2,62.3,56.0,3204,6.39,6.35,3.97 +11835,1.21,Premium,J,VS2,61.9,59.0,5096,6.84,6.77,4.21 +14437,1.01,Good,E,VS2,65.6,55.0,5829,6.16,6.22,4.06 +43343,0.51,Good,F,SI1,63.6,58.0,1406,5.08,5.05,3.22 +38763,0.31,Ideal,E,IF,61.9,55.0,1046,4.38,4.41,2.72 +2268,0.58,Ideal,D,VVS1,61.6,60.0,3154,5.34,5.35,3.29 +48535,0.54,Ideal,D,VS1,61.6,54.0,1987,5.24,5.25,3.23 +27159,2.01,Premium,G,SI2,60.1,60.0,17403,8.25,8.18,4.94 +17873,1.15,Premium,D,SI1,61.1,53.0,7213,6.83,6.76,4.15 +45111,0.54,Very Good,D,SI1,60.3,61.0,1650,5.26,5.29,3.18 +5273,0.9,Ideal,F,SI2,61.9,56.0,3796,6.19,6.24,3.85 +22619,1.26,Premium,F,VS1,62.0,58.0,10669,6.95,6.88,4.29 +5753,0.9,Good,E,SI2,61.3,61.0,3895,6.13,6.17,3.77 +5392,0.3,Premium,G,SI1,62.9,59.0,574,4.28,4.24,2.68 +48736,0.78,Ideal,I,VS2,62.0,56.0,2012,5.93,5.87,3.66 +29235,0.31,Ideal,D,VS1,61.6,54.0,696,4.33,4.37,2.68 +33189,0.34,Very Good,E,VVS2,61.6,58.0,819,4.5,4.53,2.78 +20876,1.59,Very Good,G,SI2,61.7,59.0,9094,7.41,7.46,4.59 +19761,1.01,Very Good,F,VS2,62.0,60.0,8330,6.36,6.39,3.95 +36793,0.34,Ideal,E,VS2,62.6,57.0,956,4.47,4.45,2.79 +43187,0.58,Ideal,E,SI2,61.4,57.1,1392,5.36,5.38,3.3 +34665,0.31,Ideal,E,VS2,62.4,54.0,872,4.35,4.31,2.7 +20374,0.31,Premium,G,VS1,62.1,58.0,625,4.31,4.36,2.69 +21495,1.25,Ideal,G,VS2,60.9,57.0,9590,6.96,6.99,4.25 +40567,0.52,Ideal,J,VS2,61.4,57.0,1151,5.17,5.21,3.19 +8827,1.02,Ideal,E,SI2,62.8,55.0,4478,6.43,6.4,4.03 +21964,1.24,Premium,F,VS1,62.5,58.0,10033,6.87,6.83,4.28 +10163,1.05,Ideal,F,SI1,61.8,57.0,4729,6.51,6.54,4.03 +49634,0.32,Premium,I,SI1,61.1,59.0,540,4.42,4.38,2.69 +25560,1.52,Premium,F,VS2,59.4,55.0,14388,7.52,7.46,4.45 +14879,1.16,Ideal,E,SI2,61.9,55.0,5991,6.71,6.77,4.17 +38914,0.33,Ideal,G,IF,62.2,56.0,1052,4.45,4.43,2.76 +11512,1.01,Good,G,SI1,63.2,59.0,5021,6.32,6.36,4.01 +24922,1.53,Very Good,H,IF,63.1,57.0,13369,7.34,7.25,4.6 +9838,1.12,Very Good,H,SI1,63.1,56.0,4673,6.62,6.59,4.17 +17854,1.16,Ideal,G,VS2,62.3,57.0,7203,6.72,6.66,4.17 +36282,0.32,Premium,G,SI1,61.6,58.0,477,4.36,4.4,2.7 +16862,1.56,Ideal,J,SI1,61.8,57.0,6727,7.44,7.39,4.58 +9659,1.01,Premium,H,SI1,63.0,60.0,4642,6.36,6.33,4.0 +4820,0.91,Very Good,I,SI1,62.8,57.0,3703,6.09,6.18,3.85 +9601,0.56,Ideal,D,IF,60.8,58.0,4632,5.35,5.31,3.24 +51429,0.61,Ideal,E,VS2,61.3,55.0,2373,5.48,5.45,3.35 +25802,2.02,Very Good,H,SI2,58.7,62.0,14795,8.23,8.2,4.82 +16548,1.03,Ideal,D,SI1,61.3,56.0,6610,6.48,6.54,3.99 +40085,0.33,Ideal,H,IF,62.1,55.0,1114,4.44,4.41,2.75 +8714,0.37,Ideal,G,SI1,61.4,56.0,586,4.63,4.65,2.85 +45918,0.53,Ideal,G,VS1,61.9,56.0,1721,5.19,5.21,3.22 +28964,0.31,Very Good,H,SI1,61.7,59.0,435,4.36,4.39,2.7 +12339,1.22,Ideal,I,SI2,61.3,57.0,5226,6.91,6.85,4.22 +11420,0.9,Very Good,E,VS1,62.3,56.0,5001,6.1,6.19,3.83 +8670,1.04,Premium,G,SI2,62.6,58.0,4455,6.49,6.42,4.04 +40760,0.51,Premium,H,SI1,60.0,61.0,1163,5.2,5.17,3.11 +2520,0.76,Ideal,F,VS2,61.0,55.0,3201,5.92,5.89,3.6 +13342,1.46,Fair,G,SI2,64.6,54.0,5504,7.11,7.03,4.57 +18074,1.33,Premium,H,SI1,61.9,58.0,7302,7.04,6.98,4.34 +15641,1.18,Ideal,I,VS1,62.2,55.0,6272,6.8,6.77,4.22 +2567,0.91,Good,J,VS1,64.2,60.0,3210,6.01,5.95,3.84 +49071,0.57,Premium,G,VVS2,60.2,60.0,2059,5.44,5.36,3.25 +4464,0.82,Very Good,F,VS2,58.7,58.0,3621,6.1,6.2,3.61 +23807,1.73,Premium,G,VS1,61.6,60.0,11867,7.67,7.62,4.71 +21885,1.22,Ideal,G,VS2,60.1,57.0,9954,6.96,7.01,4.2 +14681,1.27,Good,I,VS2,63.3,63.0,5923,6.82,6.87,4.33 +27294,1.87,Ideal,H,VS1,59.7,60.0,17761,7.98,8.04,4.78 +24452,2.02,Ideal,J,SI1,59.8,60.0,12713,8.21,8.16,4.9 +46712,0.59,Ideal,E,SI1,60.7,56.0,1793,5.45,5.49,3.32 +41876,0.38,Ideal,D,VVS2,61.3,56.0,1257,4.73,4.63,2.87 +53857,0.53,Premium,D,VS1,61.3,58.0,2743,5.2,5.18,3.18 +19360,0.27,Very Good,D,VVS2,62.3,57.0,622,4.13,4.15,2.58 +15815,1.03,Premium,G,VS2,62.3,59.0,6327,6.42,6.38,3.99 +39762,0.52,Ideal,I,SI1,61.8,54.0,1094,5.16,5.19,3.2 +20302,1.71,Fair,F,SI2,64.9,57.0,8714,7.51,7.41,4.84 +43946,0.32,Ideal,E,SI1,61.6,54.0,516,4.42,4.45,2.73 +3257,0.74,Premium,E,VS1,62.8,59.0,3357,5.76,5.68,3.59 +52439,0.63,Ideal,E,VS2,61.5,56.0,2513,5.48,5.54,3.39 +22048,0.31,Ideal,I,VS1,62.8,57.0,628,4.32,4.28,2.7 +43032,0.5,Fair,G,VS1,65.9,57.0,1373,5.0,4.87,3.25 +26540,2.0,Good,E,SI2,57.6,63.0,16206,8.2,8.16,4.73 +10218,1.15,Premium,H,SI2,61.6,60.0,4743,6.72,6.75,4.15 +12053,0.34,Premium,H,VS1,62.1,58.0,596,4.46,4.49,2.78 +29370,0.31,Ideal,G,VS2,62.3,56.0,698,4.34,4.29,2.69 +43381,0.5,Ideal,E,SI1,60.8,57.0,1410,5.09,5.14,3.11 +31362,0.4,Very Good,G,VS1,60.4,57.0,760,4.76,4.77,2.88 +480,0.73,Premium,E,VS2,61.6,59.0,2821,5.77,5.73,3.54 +37918,0.41,Premium,F,VS1,62.6,58.0,1007,4.74,4.75,2.97 +14772,1.06,Ideal,D,SI1,62.7,54.0,5946,6.52,6.55,4.1 +34102,0.36,Ideal,D,VS2,61.7,55.0,852,4.58,4.6,2.83 +8753,1.2,Good,J,VS2,63.7,58.0,4466,6.61,6.68,4.23 +700,0.78,Very Good,H,VS1,61.9,57.1,2854,5.87,5.95,3.66 +4087,0.96,Fair,E,SI2,65.6,58.0,3533,6.11,6.15,4.02 +26303,1.32,Ideal,D,VVS2,59.3,59.0,15802,7.16,7.23,4.27 +13150,0.9,Ideal,E,VS2,62.0,59.0,5439,6.17,6.21,3.84 +24497,2.11,Very Good,J,SI2,60.8,61.0,12771,8.21,8.36,5.04 +45767,0.61,Good,H,VS1,60.1,60.3,1706,5.47,5.5,3.29 +18142,1.21,Ideal,F,SI1,61.2,59.0,7349,6.8,6.85,4.18 +43161,0.42,Ideal,F,VVS1,62.0,55.0,1389,4.84,4.81,2.99 +3441,0.9,Premium,H,SI1,62.8,62.0,3387,6.09,6.05,3.81 +11006,1.14,Very Good,E,SI2,62.6,56.0,4915,6.63,6.69,4.17 +4477,0.94,Very Good,H,SI2,62.7,61.0,3624,6.21,6.24,3.9 +40659,0.5,Premium,E,SI2,59.5,59.0,1154,5.16,5.19,3.08 +20940,1.1,Ideal,G,VVS2,61.7,56.0,9148,6.67,6.63,4.1 +10754,1.01,Very Good,F,SI2,62.7,55.0,4853,6.32,6.4,3.99 +7010,0.74,Ideal,F,VVS2,61.7,57.0,4157,5.79,5.84,3.59 +31521,0.34,Ideal,E,SI1,61.0,57.0,765,4.51,4.48,2.74 +26426,2.01,Very Good,I,VVS2,63.5,58.0,15952,7.92,7.82,5.0 +29211,0.31,Ideal,E,VS2,59.8,57.0,695,4.43,4.46,2.65 +34080,0.36,Ideal,E,VS1,61.7,56.0,852,4.56,4.58,2.82 +29303,0.3,Ideal,I,VS2,62.1,54.0,438,4.32,4.35,2.69 +4881,0.79,Ideal,E,SI1,61.6,55.0,3715,5.94,6.04,3.69 +44868,0.5,Ideal,D,VS2,62.0,56.0,1628,5.1,5.13,3.17 +35327,0.33,Very Good,G,IF,62.6,55.0,898,4.41,4.44,2.77 +35259,0.3,Ideal,G,IF,62.1,55.0,895,4.31,4.35,2.69 +10676,1.12,Ideal,J,SI1,62.4,57.0,4840,6.65,6.6,4.14 +11329,1.2,Premium,I,SI2,60.0,58.0,4989,6.91,6.93,4.15 +33428,0.32,Ideal,G,VS1,61.3,55.0,828,4.46,4.42,2.72 +36587,0.33,Ideal,G,IF,60.9,57.0,946,4.45,4.48,2.72 +47562,0.51,Ideal,G,VVS2,61.3,57.0,1875,5.12,5.15,3.15 +27007,2.01,Very Good,E,SI2,60.6,59.0,17118,8.11,8.25,4.96 +14317,1.09,Premium,D,SI1,61.6,58.0,5799,6.61,6.57,4.06 +50278,0.7,Very Good,E,SI1,58.7,60.0,2239,5.85,5.88,3.44 +28006,0.3,Premium,E,VS2,60.0,60.0,658,4.36,4.4,2.63 +36125,0.33,Ideal,E,VS2,61.1,56.0,928,4.48,4.45,2.73 +7977,0.9,Ideal,F,SI1,60.7,57.0,4324,6.25,6.21,3.78 +23857,2.1,Fair,G,SI2,61.4,66.0,11946,8.26,8.19,5.05 +6975,0.76,Premium,F,IF,60.6,60.0,4150,5.89,5.85,3.56 +2912,0.74,Premium,E,VS2,62.7,58.0,3285,5.72,5.77,3.6 +49068,0.74,Good,J,SI1,59.9,64.0,2058,5.82,5.86,3.5 +44259,0.54,Ideal,G,SI1,59.6,59.0,1574,5.34,5.3,3.17 +9522,1.01,Good,H,SI1,59.4,60.0,4616,6.49,6.54,3.87 +49481,0.78,Good,I,SI1,63.1,56.0,2116,5.82,5.88,3.69 +43019,0.5,Ideal,H,VS1,61.9,53.0,1370,5.11,5.16,3.18 +11723,0.34,Very Good,H,VS1,61.3,56.0,596,4.48,4.53,2.76 +43901,0.29,Ideal,H,VVS2,61.7,56.0,511,4.29,4.33,2.66 +25575,1.22,Ideal,E,VVS2,61.6,56.0,14414,6.85,6.88,4.23 +16433,1.01,Very Good,D,VS2,59.8,60.0,6563,6.42,6.46,3.85 +27257,2.28,Premium,I,SI1,61.6,58.0,17673,8.43,8.46,5.2 +48809,0.56,Ideal,D,VS1,60.4,56.0,2026,5.36,5.33,3.23 +47013,0.6,Premium,E,VS2,62.7,58.0,1819,5.34,5.37,3.36 +20313,1.24,Ideal,H,VS2,61.8,55.0,8726,6.91,6.95,4.28 +19721,1.23,Premium,G,VS1,59.6,60.0,8293,6.99,6.94,4.15 +28798,0.27,Very Good,F,VVS1,61.8,56.0,682,4.15,4.17,2.57 +38906,0.33,Premium,E,VVS1,60.1,58.0,1052,4.51,4.47,2.7 +3052,0.38,Ideal,G,SI2,62.8,57.0,566,4.58,4.59,2.88 +22942,1.04,Ideal,F,IF,61.8,55.0,10984,6.56,6.49,4.03 +13768,1.31,Premium,I,SI2,63.0,58.0,5612,6.97,6.93,4.38 +15989,1.01,Good,E,VS2,63.3,60.0,6399,6.3,6.33,4.0 +47586,0.58,Ideal,H,VS2,61.8,55.0,1876,5.36,5.39,3.32 +46857,0.54,Very Good,F,VS1,61.0,58.0,1813,5.24,5.25,3.2 +32851,0.4,Good,H,VS1,63.4,58.0,807,4.74,4.66,2.98 +51022,0.71,Very Good,I,VS1,59.0,57.0,2328,5.85,5.88,3.46 +29409,0.38,Ideal,I,VS1,62.0,54.0,700,4.67,4.72,2.91 +3791,0.91,Very Good,D,SI2,62.0,62.0,3463,6.16,6.25,3.85 +14174,1.15,Very Good,H,VS2,63.1,56.0,5750,6.7,6.62,4.2 +45424,0.55,Ideal,E,SI1,62.3,56.0,1668,5.26,5.23,3.27 +17542,1.01,Ideal,G,VS1,59.1,55.0,7059,6.6,6.53,3.88 +32092,0.33,Ideal,D,VS2,62.5,55.0,781,4.41,4.45,2.77 +27979,0.3,Ideal,E,VS2,61.5,55.0,658,4.31,4.34,2.66 +13191,0.92,Very Good,E,VS1,60.9,61.0,5453,6.22,6.25,3.8 +13477,1.15,Ideal,I,VS2,61.7,57.0,5534,6.72,6.74,4.15 +41476,0.5,Premium,F,SI1,61.7,57.0,1231,5.09,5.06,3.13 +189,0.71,Very Good,F,VS2,62.8,57.0,2777,5.64,5.69,3.56 +12929,1.04,Very Good,E,SI1,63.5,56.0,5381,6.41,6.37,4.06 +10895,1.14,Premium,G,SI2,60.4,59.0,4884,6.8,6.78,4.1 +48225,0.57,Ideal,E,VS2,61.8,55.0,1949,5.38,5.34,3.31 +20032,0.32,Very Good,G,SI2,63.0,56.0,421,4.32,4.35,2.73 +23324,1.5,Good,E,SI1,63.0,54.0,11368,7.19,7.26,4.55 +25439,1.68,Very Good,G,VS2,62.7,58.0,14192,7.51,7.54,4.72 +19254,1.5,Premium,J,VVS2,62.8,62.0,7983,7.25,7.22,4.54 +9621,1.28,Premium,J,SI2,62.3,58.0,4636,6.94,6.89,4.31 +16594,1.03,Very Good,G,VS1,60.7,58.0,6628,6.5,6.55,3.96 +20531,1.23,Premium,F,VS2,59.6,58.0,8855,6.94,7.02,4.16 +34007,0.42,Premium,G,VS2,59.8,58.0,847,4.86,4.9,2.92 +43219,0.5,Good,E,VS2,64.1,58.0,1397,5.03,5.01,3.22 +661,0.79,Ideal,D,SI1,61.5,56.0,2846,5.96,5.91,3.65 +5407,1.0,Good,E,SI2,63.7,61.0,3819,6.27,6.32,4.01 +21426,1.5,Very Good,I,VS2,63.3,55.0,9533,7.3,7.26,4.61 +38871,0.4,Premium,F,VS1,61.1,59.0,1050,4.75,4.71,2.89 +14509,1.01,Premium,D,SI1,61.5,59.0,5860,6.46,6.39,3.95 +39300,0.3,Ideal,I,VS1,61.4,56.0,491,4.3,4.33,2.65 +30650,0.4,Ideal,I,VS1,61.9,57.0,736,4.73,4.74,2.93 +32018,0.32,Very Good,F,VVS2,62.5,55.0,778,4.39,4.42,2.75 +38332,0.32,Ideal,E,VVS1,61.6,56.0,1020,4.42,4.41,2.72 +46876,0.53,Ideal,E,VS2,61.4,56.0,1813,5.25,5.18,3.2 +50228,0.54,Ideal,F,VVS2,61.6,56.0,2231,5.23,5.26,3.23 +7725,0.26,Ideal,E,VS1,61.8,55.0,580,4.13,4.09,2.54 +19099,1.19,Premium,H,VS1,61.9,59.0,7864,6.83,6.75,4.2 +23892,2.0,Good,J,SI1,64.2,61.0,11988,7.72,7.69,4.95 +52102,0.69,Ideal,F,SI1,61.3,55.0,2459,5.72,5.74,3.51 +39485,0.41,Premium,E,VS1,59.9,58.0,1079,4.83,4.88,2.91 +19204,1.04,Ideal,G,VS1,61.7,56.0,7951,6.47,6.52,4.01 +9001,0.91,Very Good,E,SI1,62.5,61.0,4512,6.1,6.19,3.84 +52226,0.8,Premium,G,SI2,62.1,55.0,2484,5.96,5.9,3.68 +22018,1.5,Premium,H,SI1,61.4,58.0,10080,7.41,7.28,4.51 +17888,1.01,Premium,G,IF,61.3,58.0,7220,6.4,6.48,3.95 +24549,1.7,Very Good,H,VS2,63.3,58.0,12833,7.48,7.56,4.76 +14428,0.91,Very Good,D,VS2,59.6,58.0,5825,6.32,6.34,3.77 +14324,1.19,Premium,H,SI1,62.7,56.0,5802,6.76,6.7,4.22 +2852,0.71,Ideal,E,VS1,59.7,57.0,3272,5.84,5.86,3.49 +12342,0.9,Ideal,D,SI1,61.2,55.0,5226,6.25,6.21,3.81 +36941,0.23,Very Good,D,VVS1,63.3,57.0,478,3.9,3.93,2.48 +22061,1.5,Premium,G,SI1,62.7,58.0,10087,7.28,7.23,4.55 +6965,1.01,Good,H,SI2,64.8,58.0,4149,6.24,6.29,4.06 +15984,1.02,Good,F,VS2,64.2,59.0,6397,6.4,6.28,4.07 +33180,0.41,Very Good,E,SI2,63.5,55.0,818,4.73,4.69,2.99 +39988,0.41,Ideal,F,VS2,61.4,55.0,1107,4.83,4.78,2.95 +1766,0.75,Very Good,D,SI1,59.7,62.0,3046,5.89,5.94,3.53 +1654,0.78,Premium,D,SI1,60.4,57.0,3019,6.02,5.97,3.62 +34568,0.38,Ideal,F,VS2,60.4,55.0,871,4.71,4.76,2.86 +6575,1.04,Ideal,H,SI2,62.2,56.0,4077,6.51,6.48,4.04 +28537,0.3,Very Good,G,VS2,63.5,55.0,675,4.25,4.22,2.69 +47142,0.51,Good,D,VS2,58.0,60.0,1831,5.26,5.29,3.06 +22249,1.23,Ideal,G,VVS2,60.3,57.0,10304,6.98,6.97,4.21 +28425,0.39,Ideal,H,VS2,62.0,54.4,670,4.67,4.72,2.91 +50145,0.71,Ideal,G,SI1,62.5,57.0,2215,5.72,5.64,3.55 +45092,0.64,Good,F,SI1,57.9,64.0,1646,5.76,5.65,3.3 +5238,0.9,Fair,F,SI2,62.6,58.0,3787,6.01,6.06,3.78 +27717,0.36,Premium,E,SI2,62.6,57.0,648,4.54,4.5,2.83 +9944,1.01,Ideal,H,SI2,62.4,57.0,4693,6.36,6.43,3.99 +43739,0.51,Very Good,E,SI1,60.8,57.0,1438,5.19,5.24,3.17 +47702,0.61,Very Good,E,VS2,60.1,60.0,1884,5.5,5.54,3.32 +14209,1.13,Ideal,G,SI1,61.8,55.0,5759,6.71,6.75,4.16 +9115,1.02,Very Good,I,VS2,59.3,59.0,4532,6.56,6.6,3.9 +52935,0.7,Good,F,VS2,62.6,61.0,2591,5.56,5.62,3.5 +21073,1.16,Ideal,G,VS1,60.9,55.0,9248,6.79,6.84,4.15 +1637,0.9,Ideal,H,SI2,62.8,55.0,3016,6.18,6.11,3.86 +50593,0.65,Ideal,E,VS2,62.0,56.0,2282,5.6,5.57,3.46 +22712,1.53,Premium,I,VS1,62.4,59.0,10729,7.3,7.34,4.57 +26800,1.51,Premium,E,VS1,62.7,58.0,16669,7.33,7.25,4.57 +43584,0.5,Fair,D,VS2,66.9,57.0,1431,4.95,4.83,3.27 +45421,0.55,Premium,E,SI1,61.2,59.0,1668,5.28,5.25,3.22 +46220,0.5,Good,E,VS2,63.8,54.0,1752,5.05,5.07,3.23 +15495,0.9,Very Good,D,VS1,62.2,58.0,6208,6.14,6.18,3.83 +9947,1.01,Ideal,G,SI1,62.3,57.0,4694,6.41,6.36,3.98 +16522,1.31,Premium,H,SI2,61.4,59.0,6602,6.99,6.96,4.28 +45366,0.4,Ideal,D,VVS1,61.1,56.0,1665,4.77,4.82,2.93 +4608,1.09,Premium,I,SI1,62.7,60.0,3662,6.57,6.51,4.1 +26222,1.53,Good,F,VS1,60.8,61.0,15619,7.31,7.39,4.47 +1313,0.71,Good,F,VVS2,58.2,60.0,2956,5.89,5.94,3.44 +3666,1.09,Fair,J,VS2,64.6,58.0,3443,6.48,6.41,4.16 +52622,0.32,Good,D,SI1,63.7,55.0,550,4.31,4.33,2.75 +44294,0.52,Premium,G,VS2,61.0,60.0,1577,5.19,5.13,3.15 +19654,1.01,Very Good,F,VVS2,63.0,56.0,8265,6.34,6.4,4.01 +20362,1.09,Ideal,G,VVS2,61.8,56.0,8753,6.58,6.62,4.08 +26492,1.01,Very Good,D,IF,61.6,56.0,16087,6.43,6.46,3.97 +44021,0.51,Ideal,E,SI1,61.5,55.0,1546,5.18,5.16,3.18 +19932,1.34,Premium,E,VS2,58.2,60.0,8480,7.26,7.21,4.21 +23918,1.52,Very Good,G,VS2,62.9,60.0,12038,7.28,7.31,4.59 +12199,1.21,Very Good,H,SI2,62.1,60.0,5190,6.77,6.82,4.22 +50206,0.58,Ideal,F,VS1,62.4,57.0,2227,5.36,5.32,3.33 +31506,0.34,Ideal,G,VS2,62.0,55.0,765,4.48,4.46,2.77 +9793,1.01,Very Good,E,SI2,61.5,56.0,4666,6.45,6.47,3.97 +25670,2.03,Premium,J,VS1,59.3,60.0,14588,8.36,8.28,4.93 +12747,1.28,Good,I,VS2,58.2,64.0,5319,7.09,7.03,4.11 +41666,0.61,Good,I,VS2,63.7,60.0,1239,5.34,5.28,3.38 +40905,0.5,Very Good,H,VS2,61.8,63.0,1178,5.08,5.05,3.13 +28631,0.26,Ideal,I,VS1,62.1,55.0,434,4.11,4.13,2.56 +19176,1.21,Ideal,H,VS1,62.8,54.0,7928,6.81,6.78,4.26 +41079,0.41,Ideal,F,VVS2,61.9,55.0,1192,4.79,4.78,2.96 +2830,0.9,Good,F,SI2,61.9,62.0,3267,6.07,6.12,3.77 +36144,0.33,Ideal,E,VS2,62.1,56.0,928,4.46,4.43,2.76 +51977,0.26,Very Good,E,VVS1,62.9,61.0,547,4.01,4.06,2.54 +15440,1.2,Premium,F,VS2,61.4,58.0,6182,6.8,6.75,4.16 +8280,1.02,Premium,D,SI2,62.1,57.0,4381,6.41,6.37,3.97 +13074,1.17,Ideal,D,SI2,62.5,56.0,5412,6.77,6.7,4.21 +49472,0.64,Very Good,E,VS2,63.4,54.0,2114,5.52,5.49,3.49 +3915,0.74,Ideal,G,VVS2,60.9,58.0,3495,5.85,5.88,3.57 +15997,1.0,Premium,E,VS2,62.9,58.0,6400,6.36,6.29,3.98 +52568,0.7,Premium,I,VVS1,59.1,60.0,2536,5.8,5.77,3.42 +21998,1.2,Premium,F,VVS2,60.5,60.0,10064,6.98,6.87,4.19 +6434,1.02,Fair,G,SI1,64.5,56.0,4044,6.3,6.23,4.04 +34368,0.41,Premium,F,VS2,61.3,58.0,863,4.79,4.84,2.95 +47021,0.56,Premium,G,VS1,61.2,60.0,1819,5.26,5.3,3.23 +21435,1.3,Ideal,G,VS2,62.3,55.0,9540,7.0,6.93,4.34 +39352,0.52,Premium,I,SI1,62.5,59.0,1073,5.12,5.06,3.18 +35519,0.43,Very Good,F,VS2,61.6,59.0,905,4.78,4.87,2.97 +21853,1.2,Ideal,D,VS2,62.3,56.0,9912,6.81,6.78,4.23 +23876,2.03,Very Good,J,SI2,60.9,60.0,11968,8.1,8.21,4.97 +8181,0.84,Premium,D,VS1,60.6,57.0,4365,6.15,6.06,3.7 +37439,0.33,Ideal,G,IF,62.1,56.0,984,4.41,4.44,2.75 +27562,2.6,Ideal,J,SI2,62.5,56.0,18369,8.81,8.76,5.49 +52922,0.71,Very Good,E,VS2,62.9,55.0,2590,5.72,5.76,3.61 +8708,0.28,Ideal,G,VVS2,61.5,56.0,586,4.22,4.24,2.6 +20570,1.21,Premium,F,VS1,61.3,57.0,8879,6.9,6.86,4.22 +47630,0.51,Ideal,D,VS1,62.3,56.0,1882,5.09,5.12,3.18 +23613,2.33,Premium,J,SI1,61.1,58.0,11638,8.6,8.56,5.24 +23470,1.51,Ideal,G,SI1,61.1,57.0,11465,7.46,7.4,4.54 +42552,0.53,Very Good,E,SI1,63.3,56.0,1326,5.13,5.17,3.26 +20139,1.2,Ideal,G,VS1,62.3,56.0,8596,6.82,6.77,4.23 +39873,0.47,Premium,G,VS2,61.8,60.0,1102,4.98,4.95,3.07 +14228,1.0,Good,G,VS2,59.3,61.0,5766,6.51,6.57,3.88 +41922,0.53,Ideal,E,SI2,63.0,57.0,1262,5.16,5.13,3.24 +16947,0.97,Premium,F,VVS2,58.1,60.0,6768,6.53,6.49,3.78 +24238,2.11,Premium,J,SI2,61.0,58.0,12440,8.2,8.29,5.03 +49424,0.7,Very Good,H,SI1,62.2,56.0,2107,5.64,5.67,3.52 +11461,1.0,Very Good,I,VS1,61.1,59.9,5009,6.37,6.41,3.9 +37851,0.33,Ideal,E,VS1,62.7,57.0,1002,4.45,4.38,2.77 +30530,0.38,Premium,D,SI1,60.7,60.0,733,4.63,4.69,2.83 +37583,0.32,Ideal,F,VVS1,61.4,56.0,990,4.42,4.38,2.7 +26774,1.51,Very Good,F,VVS2,58.0,65.0,16613,7.58,7.62,4.41 +15250,1.07,Premium,D,SI1,63.0,57.0,6124,6.57,6.47,4.11 +32607,0.31,Premium,H,VVS2,61.2,60.0,802,4.39,4.37,2.68 +33276,0.26,Ideal,H,VS1,62.2,55.0,462,4.06,4.11,2.54 +46149,0.5,Premium,G,VS1,61.0,59.0,1746,5.14,5.09,3.12 +8594,1.21,Premium,J,SI2,60.9,60.0,4440,6.82,6.78,4.14 +19863,1.01,Premium,D,VS1,62.4,58.0,8416,6.41,6.38,3.99 +30728,0.33,Very Good,F,VVS2,61.1,56.0,739,4.46,4.48,2.73 +45510,0.56,Ideal,G,VS1,60.7,57.0,1682,5.27,5.34,3.22 +12895,1.01,Ideal,E,SI1,62.1,57.0,5372,6.4,6.45,3.99 +24750,1.96,Very Good,H,SI2,62.7,58.0,13099,7.86,7.93,4.95 +4901,0.9,Ideal,G,SI2,61.5,57.0,3722,6.07,6.19,3.77 +30311,0.34,Ideal,F,VS2,62.1,56.0,726,4.48,4.51,2.79 +35496,0.41,Ideal,F,SI1,63.0,56.0,904,4.78,4.71,2.99 +32500,0.33,Premium,G,VS1,60.3,58.0,797,4.52,4.5,2.72 +6360,0.91,Premium,F,SI1,61.7,59.0,4036,6.21,6.17,3.82 +2758,0.9,Fair,G,SI1,65.2,59.0,3250,6.05,6.01,3.93 +40310,0.4,Ideal,E,VS1,62.6,56.0,1125,4.72,4.67,2.94 +24166,2.04,Premium,H,SI1,62.2,60.0,12341,8.07,8.0,5.0 +37156,0.32,Ideal,D,VS2,61.0,57.0,972,4.46,4.42,2.71 +3919,1.02,Premium,J,SI1,61.2,57.0,3496,6.58,6.43,3.98 +6862,0.81,Ideal,G,VVS2,61.7,55.1,4127,5.97,6.04,3.71 +24337,1.51,Very Good,G,VS1,63.1,55.0,12603,7.34,7.3,4.62 +41149,0.53,Ideal,H,SI1,62.3,57.0,1197,5.2,5.24,3.25 +17764,1.29,Premium,H,VS2,61.2,60.0,7153,7.03,6.95,4.28 +14884,1.04,Ideal,H,VS2,61.8,55.0,5994,6.51,6.52,4.03 +35915,0.47,Fair,I,VS2,57.1,61.0,919,5.11,5.15,2.93 +38047,0.39,Very Good,F,VS2,63.3,55.0,1011,4.66,4.63,2.94 +29670,0.32,Ideal,G,VS1,61.3,55.0,707,4.45,4.43,2.72 +31133,0.31,Ideal,E,VVS2,61.4,58.0,755,4.33,4.37,2.67 +51781,0.7,Very Good,I,VS1,63.1,57.0,2411,5.67,5.59,3.55 +53439,0.7,Premium,E,VS2,60.8,58.0,2673,5.7,5.74,3.48 +30084,0.32,Ideal,I,VVS2,61.5,56.0,720,4.42,4.4,2.71 +38715,0.52,Ideal,G,SI2,59.7,56.0,1042,5.28,5.31,3.16 +5979,0.9,Premium,F,SI2,60.6,59.0,3951,6.27,6.21,3.78 +6715,0.3,Very Good,D,SI2,62.3,58.0,413,4.26,4.28,2.66 +41419,0.55,Premium,G,SI1,60.7,56.0,1226,5.38,5.32,3.25 +36343,0.32,Ideal,G,VVS1,61.7,56.0,936,4.41,4.37,2.71 +47426,0.51,Ideal,E,VS1,61.5,56.0,1851,5.16,5.11,3.16 +7230,0.9,Ideal,H,VS1,61.8,56.0,4194,6.18,6.24,3.84 +36486,0.32,Ideal,F,IF,62.5,54.0,943,4.38,4.42,2.75 +17541,1.34,Ideal,G,SI2,61.1,56.0,7058,7.11,7.13,4.35 +34757,0.41,Premium,H,SI1,61.7,60.0,876,4.75,4.71,2.92 +45233,0.5,Good,D,VS1,60.9,62.0,1657,5.05,5.06,3.08 +11703,0.34,Premium,G,VS2,61.1,60.0,596,4.51,4.53,2.76 +32269,0.3,Ideal,G,VVS1,62.0,55.0,789,4.31,4.34,2.68 +3368,0.27,Very Good,E,VS1,63.8,60.0,407,4.03,4.09,2.59 +5151,0.76,Premium,E,VVS2,60.6,59.0,3767,5.94,5.85,3.57 +51825,0.72,Ideal,G,SI2,61.5,55.0,2420,5.79,5.82,3.57 +9694,0.32,Ideal,I,VVS1,61.9,55.0,589,4.39,4.4,2.72 +14999,1.15,Premium,D,SI1,61.7,58.0,6041,6.76,6.69,4.15 +5678,0.97,Ideal,F,SI1,61.7,56.0,3884,6.37,6.32,3.92 +26853,2.01,Premium,I,VS2,60.5,60.0,16778,8.17,8.15,4.94 +17324,1.06,Premium,F,VS2,62.2,57.0,6947,6.58,6.53,4.08 +15198,1.01,Ideal,G,VS2,61.7,57.0,6104,6.48,6.45,3.99 +43141,0.42,Ideal,D,VS1,61.8,57.0,1388,4.82,4.79,2.97 +43962,0.34,Ideal,H,VS2,61.2,55.0,517,4.49,4.53,2.76 +37082,0.41,Very Good,F,SI1,63.2,59.0,969,4.72,4.68,2.97 +43632,0.43,Premium,G,IF,61.0,58.0,1433,4.82,4.88,2.96 +35034,0.4,Good,E,SI1,63.6,57.0,882,4.69,4.65,2.97 +25008,2.14,Premium,G,SI2,60.7,59.0,13540,8.37,8.31,5.06 +18639,1.46,Premium,H,SI2,61.4,59.0,7604,7.3,7.26,4.47 +42220,0.42,Ideal,G,IF,62.0,53.0,1289,4.83,4.85,3.0 +12759,1.0,Premium,G,VS2,60.8,60.0,5322,6.39,6.33,3.87 +7770,0.81,Premium,D,VS1,62.3,58.0,4284,5.94,6.0,3.72 +20301,1.33,Ideal,H,VS1,59.3,57.0,8714,7.22,7.18,4.27 +38919,0.33,Ideal,G,IF,62.1,56.0,1052,4.44,4.41,2.75 +4917,0.92,Premium,I,VS1,61.4,58.0,3725,6.23,6.27,3.84 +47463,0.55,Ideal,F,VS1,61.0,55.0,1857,5.29,5.33,3.24 +19924,1.56,Very Good,I,SI1,60.2,61.0,8470,7.5,7.59,4.54 +31338,0.44,Premium,H,SI2,59.3,60.0,759,5.01,4.98,2.96 +1668,0.75,Premium,E,SI1,61.7,60.0,3024,5.84,5.8,3.59 +16702,0.3,Ideal,H,SI1,62.6,55.0,421,4.28,4.32,2.69 +32405,0.37,Premium,F,SI1,62.3,59.0,791,4.61,4.57,2.86 +20467,1.09,Ideal,E,VS1,61.3,56.0,8809,6.71,6.66,4.1 +32444,0.43,Premium,F,SI1,61.3,60.0,792,4.83,4.86,2.97 +3675,0.9,Premium,G,SI2,60.4,58.0,3445,6.25,6.3,3.79 +25484,2.23,Premium,J,SI1,62.4,59.0,14258,8.36,8.33,5.21 +1043,0.61,Ideal,E,VVS2,62.4,53.9,2907,5.42,5.43,3.38 +50496,0.73,Ideal,H,SI1,62.9,56.0,2269,5.79,5.75,3.63 +35826,0.42,Ideal,I,SI1,61.0,56.0,914,4.86,4.83,2.96 +18790,1.53,Premium,F,SI2,60.9,60.0,7685,7.5,7.37,4.53 +1414,0.71,Premium,D,VS2,58.7,61.0,2968,5.88,5.85,3.44 +33176,0.41,Ideal,E,SI2,63.0,57.0,818,4.73,4.7,2.97 +45299,0.51,Very Good,E,VS2,63.1,57.0,1662,5.12,5.08,3.22 +38479,0.42,Ideal,G,VVS2,61.3,56.0,1031,4.81,4.82,2.95 +38282,0.28,Very Good,F,VS2,62.7,58.0,487,4.14,4.15,2.6 +53096,0.75,Ideal,I,VS1,63.0,57.0,2613,5.8,5.82,3.66 +11333,1.01,Premium,F,SI1,59.1,59.0,4989,6.56,6.5,3.86 +2958,1.01,Premium,J,VS2,62.4,60.0,3296,6.45,6.35,3.99 +50198,0.71,Very Good,J,VVS2,61.1,58.0,2226,5.7,5.75,3.5 +20618,1.51,Very Good,E,SI2,60.6,58.0,8916,7.41,7.43,4.5 +40221,0.4,Very Good,G,VVS1,61.7,58.0,1123,4.69,4.71,2.9 +14904,1.01,Very Good,G,VS2,59.2,59.0,5999,6.52,6.59,3.88 +17630,1.28,Ideal,H,VS2,62.3,56.0,7098,6.97,6.89,4.32 +4062,0.34,Very Good,E,SI2,63.1,56.0,571,4.51,4.46,2.83 +10337,1.02,Ideal,H,SI2,61.4,58.0,4766,6.47,6.52,3.99 +43469,0.46,Ideal,F,VS1,62.7,56.0,1418,4.91,4.94,3.09 +49384,0.48,Ideal,E,VVS2,60.7,56.0,2102,5.04,5.08,3.07 +4734,0.3,Ideal,F,VS2,62.2,55.0,573,4.3,4.32,2.68 +27264,2.01,Premium,H,SI1,62.7,59.0,17688,8.03,8.08,5.05 +29532,0.37,Ideal,F,VS1,61.0,55.0,703,4.66,4.69,2.85 +10263,1.01,Ideal,E,SI2,61.2,54.0,4751,6.52,6.49,3.98 +39886,0.42,Premium,G,VVS2,60.4,59.0,1103,4.82,4.78,2.9 +34773,0.41,Premium,D,SI2,61.2,59.0,876,4.8,4.77,2.93 +7761,1.11,Very Good,J,VS2,61.8,56.0,4283,6.59,6.64,4.09 +31589,0.35,Premium,E,VS2,60.4,60.0,767,4.52,4.55,2.74 +28429,0.3,Ideal,D,VS2,60.6,58.0,670,4.31,4.33,2.62 +41562,0.5,Ideal,G,SI1,61.7,57.0,1237,5.06,5.08,3.13 +50106,0.51,Ideal,F,VVS1,60.9,57.0,2208,5.16,5.21,3.16 +48577,0.54,Premium,E,VS2,61.3,59.0,1993,5.26,5.21,3.21 +34610,0.3,Ideal,F,SI1,62.7,54.0,470,4.29,4.32,2.7 +20600,1.6,Ideal,J,VS1,62.1,57.0,8904,7.46,7.54,4.66 +10042,0.26,Very Good,G,VS1,61.9,56.0,418,4.07,4.1,2.53 +7887,1.0,Very Good,E,SI2,61.9,59.0,4311,6.39,6.43,3.97 +51947,0.71,Premium,E,SI1,59.1,60.0,2441,5.87,5.84,3.46 +46222,0.5,Premium,D,VS2,61.9,58.0,1752,5.04,5.1,3.14 +34244,0.4,Ideal,D,SI2,62.8,56.0,855,4.73,4.7,2.96 +6874,1.01,Ideal,H,SI2,61.7,56.0,4129,6.47,6.43,3.98 +51939,0.72,Very Good,I,VS1,63.7,57.0,2441,5.66,5.7,3.62 +39085,0.41,Good,E,VVS2,63.1,58.0,1060,4.72,4.75,2.99 +32696,0.31,Ideal,F,VS2,60.8,56.0,802,4.41,4.38,2.67 +28996,0.34,Premium,F,VS2,62.6,58.0,686,4.46,4.49,2.8 +6895,0.9,Premium,E,SI2,61.7,57.0,4133,6.23,6.21,3.84 +40705,0.4,Ideal,E,VVS2,61.8,55.0,1158,4.74,4.78,2.94 +10441,1.09,Premium,I,VS1,62.3,54.0,4786,6.65,6.61,4.13 +1285,0.7,Very Good,E,VS2,62.4,58.0,2952,5.66,5.68,3.54 +27516,3.01,Fair,I,SI2,65.8,56.0,18242,8.99,8.94,5.9 +6211,0.7,Ideal,E,VS1,61.2,56.0,4000,5.72,5.75,3.51 +19354,0.4,Ideal,G,SI2,61.9,54.0,622,4.75,4.8,2.94 +32763,0.34,Premium,D,SI1,59.6,59.0,803,4.57,4.55,2.72 +32096,0.33,Premium,E,VS1,61.5,59.0,781,4.42,4.46,2.73 +364,0.7,Ideal,F,SI1,61.6,55.0,2806,5.72,5.74,3.53 +14029,1.16,Premium,H,SI1,62.8,57.0,5702,6.73,6.67,4.21 +25617,1.51,Ideal,E,VS2,61.7,55.0,14482,7.37,7.34,4.54 +22328,1.26,Ideal,G,VS1,62.2,54.0,10371,6.89,6.98,4.31 +39173,0.35,Ideal,D,VS2,61.8,55.0,1063,4.56,4.53,2.81 +19306,1.65,Very Good,H,SI2,63.4,59.0,8020,7.53,7.49,4.76 +30846,0.33,Premium,H,VS1,62.1,59.0,743,4.46,4.43,2.76 +10575,1.03,Good,I,VS2,60.0,62.0,4819,6.51,6.55,3.92 +1018,0.73,Ideal,E,VS2,61.4,55.0,2902,5.82,5.8,3.57 +11775,1.21,Premium,H,SI2,62.1,56.0,5082,6.8,6.76,4.21 +33147,0.31,Ideal,G,VVS1,61.6,56.0,816,4.35,4.39,2.69 +49622,0.32,Very Good,F,SI2,63.1,56.0,540,4.38,4.34,2.75 +49469,0.47,Ideal,E,VVS2,61.6,56.0,2113,4.97,5.01,3.07 +4054,0.35,Ideal,H,VS2,61.2,56.0,571,4.53,4.56,2.78 +4156,0.72,Ideal,G,VVS1,61.7,54.8,3548,5.73,5.77,3.55 +9012,1.01,Premium,H,SI1,62.3,58.0,4513,6.42,6.35,3.98 +19649,1.51,Fair,H,SI1,65.8,62.0,8260,7.1,7.06,4.66 +12612,1.28,Premium,J,SI1,61.9,56.0,5290,7.13,7.0,4.37 +43717,0.51,Very Good,H,VS1,63.4,57.0,1437,5.09,5.06,3.22 +50412,0.71,Ideal,E,SI1,61.6,53.0,2258,5.79,5.73,3.55 +1507,1.01,Fair,G,SI1,65.1,57.0,2993,6.27,6.22,4.07 +63,0.3,Ideal,D,SI1,62.5,57.0,552,4.29,4.32,2.69 +1884,0.77,Ideal,H,VS1,61.4,55.0,3074,5.89,5.93,3.63 +51859,0.77,Ideal,I,SI2,61.6,57.0,2425,5.87,5.92,3.63 +16611,1.2,Ideal,D,SI2,61.0,60.0,6636,6.81,6.84,4.16 +23738,1.7,Premium,I,VS2,62.2,58.0,11781,7.6,7.65,4.74 +2423,0.95,Premium,G,SI2,62.6,58.0,3181,6.22,6.18,3.88 +34439,0.36,Ideal,E,VS2,61.1,57.0,864,4.61,4.56,2.8 +22526,1.5,Premium,H,SI1,61.8,60.0,10567,7.31,7.23,4.49 +40731,0.35,Very Good,D,VVS2,60.0,56.0,1162,4.61,4.63,2.77 +25503,1.51,Premium,F,VS2,62.5,58.0,14294,7.36,7.21,4.55 +17636,1.03,Very Good,D,VS2,63.3,57.0,7102,6.39,6.44,4.06 +43467,0.55,Ideal,G,SI1,61.7,58.0,1417,5.27,5.29,3.26 +37700,0.48,Good,F,SI1,59.3,64.0,994,5.13,5.1,3.03 +26959,2.5,Very Good,J,SI1,62.8,57.0,17028,8.58,8.65,5.41 +22687,0.38,Ideal,G,SI1,61.0,57.0,629,4.66,4.71,2.86 +36417,0.31,Premium,D,VS2,62.0,59.0,942,4.36,4.32,2.69 +23158,1.21,Premium,F,VVS1,63.0,59.0,11175,6.75,6.7,4.24 +28128,0.29,Very Good,F,VVS2,63.1,57.0,664,4.22,4.3,2.69 +15841,1.17,Very Good,H,SI1,59.6,62.0,6336,6.88,6.82,4.08 +6828,1.11,Premium,I,SI2,61.5,58.0,4120,6.61,6.65,4.08 +8142,0.9,Premium,H,VVS2,62.0,58.0,4355,6.16,6.13,3.81 +48758,0.56,Ideal,F,VS1,61.7,54.0,2016,5.32,5.28,3.27 +46452,0.51,Very Good,F,VS2,58.6,58.0,1774,5.22,5.29,3.08 +26825,2.04,Ideal,I,SI1,60.2,56.0,16718,8.19,8.26,4.95 +35674,0.4,Ideal,D,VS2,62.2,55.0,909,4.72,4.74,2.94 +2506,0.71,Ideal,F,VS1,62.6,57.0,3199,5.7,5.73,3.58 +24025,1.8,Good,F,SI2,57.9,58.0,12196,8.08,8.13,4.69 +5828,1.11,Good,J,SI1,63.6,58.0,3916,6.57,6.48,4.15 +31013,0.35,Ideal,F,SI1,62.5,54.0,748,4.52,4.5,2.82 +4746,0.8,Ideal,D,SI2,61.9,54.0,3682,5.98,5.96,3.7 +53144,0.8,Ideal,F,SI2,62.7,55.0,2622,5.94,5.9,3.71 +1580,0.71,Ideal,G,SI1,61.6,57.0,3007,5.73,5.76,3.54 +32678,0.31,Premium,G,VS1,62.2,56.0,802,4.36,4.32,2.7 +4295,0.82,Ideal,E,SI1,61.8,55.0,3588,5.97,6.01,3.7 +49184,0.82,Ideal,I,SI2,61.1,57.0,2075,6.05,6.09,3.71 +20821,1.1,Very Good,G,VVS2,60.5,55.7,9050,6.7,6.76,4.07 +26586,1.6,Ideal,H,IF,61.5,53.0,16300,7.57,7.69,4.66 +7564,0.9,Premium,G,VS2,62.1,59.0,4252,6.15,6.09,3.8 +47650,0.23,Ideal,F,VVS2,61.0,57.0,530,3.98,4.02,2.44 +46543,0.51,Premium,E,VS2,61.0,60.0,1781,5.17,5.12,3.14 +22368,0.31,Premium,H,VS2,62.7,59.0,628,4.32,4.29,2.7 +41113,0.59,Premium,E,SI2,60.8,56.0,1195,5.43,5.4,3.29 +48750,0.55,Ideal,G,VVS2,60.5,58.0,2016,5.3,5.34,3.22 +14950,1.0,Good,D,SI1,64.1,57.0,6020,6.32,6.29,4.04 +29702,0.31,Good,G,VVS2,63.4,59.0,707,4.26,4.29,2.71 +6998,1.0,Ideal,F,SI2,62.7,57.0,4155,6.34,6.29,3.96 +15586,1.0,Good,D,VS1,64.0,58.0,6250,6.27,6.21,3.99 +3470,0.77,Good,F,VS1,59.3,56.0,3393,5.98,6.03,3.56 +34797,0.5,Good,J,SI1,63.3,60.0,877,4.97,4.99,3.15 +39585,0.37,Ideal,E,VVS2,61.8,54.0,1082,4.63,4.6,2.85 +24289,1.75,Ideal,I,VS2,61.6,55.0,12531,7.72,7.77,4.77 +39316,0.53,Very Good,G,SI2,60.8,58.0,1070,5.19,5.21,3.16 +22921,1.55,Ideal,H,SI1,62.4,58.0,10960,7.38,7.4,4.61 +16425,1.3,Ideal,F,SI2,62.2,56.0,6559,7.0,6.96,4.34 +20336,1.5,Ideal,G,SI2,61.4,56.0,8736,7.38,7.34,4.52 +6973,0.76,Ideal,D,VVS2,62.3,57.0,4150,5.87,5.84,3.65 +48142,0.71,Ideal,J,SI1,61.4,56.0,1940,5.75,5.78,3.54 +36136,0.33,Premium,E,VS2,60.6,60.0,928,4.48,4.43,2.7 +21151,1.59,Premium,I,VS2,59.9,60.0,9304,7.57,7.61,4.55 +15742,1.06,Premium,G,VS2,60.4,58.0,6296,6.64,6.68,4.02 +28187,0.4,Good,D,SI2,63.4,56.0,666,4.67,4.73,2.98 +23183,1.51,Very Good,F,SI1,62.4,55.0,11190,7.28,7.34,4.56 +39683,0.39,Ideal,D,VVS2,60.0,56.0,1088,4.79,4.77,2.87 +32296,0.25,Ideal,G,VS1,62.7,56.0,454,4.01,4.04,2.52 +3370,0.3,Ideal,I,VS2,62.3,56.0,407,4.28,4.29,2.67 +22840,1.05,Ideal,F,VVS2,62.1,55.0,10874,6.54,6.56,4.07 +22966,1.52,Very Good,G,SI1,62.4,60.0,11014,7.25,7.34,4.55 +37073,0.41,Ideal,I,VS1,60.9,53.0,969,4.85,4.8,2.94 +32990,0.38,Premium,D,SI2,62.1,55.0,812,4.65,4.62,2.88 +18369,0.3,Good,D,VS2,63.5,53.0,616,4.3,4.33,2.74 +22408,1.75,Premium,J,VS1,62.2,59.0,10429,7.7,7.74,4.8 +47812,0.51,Ideal,G,VVS2,61.3,56.0,1902,5.16,5.19,3.17 +37234,0.4,Ideal,E,VS2,62.4,55.0,975,4.74,4.71,2.95 +7816,1.0,Very Good,D,SI2,61.5,63.0,4295,6.32,6.27,3.87 +18303,1.18,Ideal,G,VS2,60.9,56.0,7439,6.8,6.85,4.16 +268,0.7,Premium,F,VS1,60.7,60.0,2792,5.78,5.75,3.5 +49539,0.72,Fair,E,SI2,68.4,64.0,2125,5.38,5.32,3.66 +39579,0.41,Ideal,E,VVS2,62.5,57.0,1082,4.76,4.71,2.96 +31267,0.32,Very Good,I,VS2,63.0,55.0,449,4.34,4.39,2.75 +18230,1.5,Very Good,J,VS2,62.4,60.0,7402,7.21,7.32,4.53 +34531,0.33,Ideal,G,VVS1,62.0,56.0,868,4.45,4.48,2.77 +38868,0.4,Premium,F,VS1,61.4,58.0,1050,4.75,4.73,2.91 +47643,0.23,Very Good,D,VVS1,62.4,58.0,530,3.91,3.97,2.46 +12628,1.26,Premium,I,SI1,60.5,62.0,5292,6.97,6.92,4.2 +27067,2.56,Premium,J,SI1,61.4,58.0,17186,8.76,8.73,5.37 +7333,0.9,Very Good,G,VS2,62.4,61.0,4210,6.13,6.17,3.84 +43477,0.52,Very Good,G,VS1,61.2,57.0,1420,5.17,5.23,3.18 +16806,1.01,Premium,F,VS2,60.8,57.0,6702,6.52,6.47,3.95 +2672,0.7,Ideal,E,VVS2,62.8,56.0,3238,5.68,5.6,3.54 +10105,0.73,Very Good,D,VVS1,61.8,61.0,4716,5.7,5.73,3.53 +24190,2.09,Premium,F,SI2,61.3,59.0,12377,8.19,8.15,5.01 +14991,0.99,Ideal,F,SI1,62.1,58.0,6038,6.33,6.4,3.95 +40116,0.41,Premium,F,VVS2,60.4,58.0,1115,4.8,4.84,2.91 +51872,0.52,Ideal,F,IF,60.3,60.0,2427,5.24,5.27,3.17 +37683,0.38,Ideal,G,VVS1,61.7,55.0,993,4.67,4.7,2.89 +52012,0.7,Good,D,SI1,59.9,63.0,2444,5.74,5.81,3.46 +39118,0.41,Premium,G,VS2,59.2,58.0,1061,4.83,4.8,2.85 +39633,0.34,Ideal,G,IF,61.9,57.0,1084,4.48,4.47,2.77 +37351,0.4,Very Good,D,VS2,59.1,57.0,982,4.81,4.87,2.86 +40516,0.4,Ideal,E,VVS2,61.6,56.0,1145,4.74,4.77,2.93 +40391,0.53,Very Good,F,SI2,60.5,60.0,1132,5.19,5.23,3.15 +36953,0.27,Ideal,I,VVS2,61.3,56.0,480,4.15,4.17,2.55 +41640,0.3,Premium,E,SI2,58.8,60.0,504,4.42,4.39,2.59 +11996,1.03,Ideal,G,SI1,61.1,57.0,5147,6.54,6.58,4.01 +23309,1.41,Premium,G,VS1,62.1,59.0,11347,7.1,7.06,4.4 +49596,0.71,Very Good,G,VS2,63.5,59.0,2137,5.67,5.63,3.59 +31026,0.31,Premium,F,VS2,58.3,61.0,749,4.48,4.44,2.6 +49138,0.56,Ideal,D,VS2,62.2,56.0,2066,5.28,5.24,3.27 +16501,1.06,Very Good,G,VS1,63.4,57.0,6595,6.48,6.45,4.1 +16305,1.07,Very Good,G,VS2,62.9,59.0,6525,6.49,6.52,4.09 +43144,0.52,Very Good,H,VS2,63.5,58.0,1389,5.08,5.09,3.23 +47417,0.57,Ideal,E,VS2,61.9,57.0,1851,5.29,5.31,3.28 +24158,1.51,Premium,H,VVS1,60.6,60.0,12336,7.42,7.4,4.49 +45697,0.51,Very Good,H,SI1,61.0,55.0,1698,5.18,5.21,3.17 +23386,0.4,Premium,F,SI2,62.6,60.0,631,4.65,4.68,2.92 +29415,0.42,Very Good,E,SI2,62.9,56.0,700,4.77,4.8,3.01 +38426,0.51,Premium,G,SI2,58.6,59.0,1026,5.3,5.25,3.09 +6000,1.01,Premium,H,SI2,62.8,61.0,3959,6.33,6.25,3.95 +13945,1.05,Fair,G,VS2,65.5,57.0,5673,6.38,6.34,4.17 +13232,1.19,Premium,I,SI1,61.3,59.0,5464,6.84,6.79,4.18 +43696,0.5,Premium,F,VS2,60.9,58.0,1436,5.1,5.14,3.12 +34611,0.28,Good,E,VS1,64.3,55.0,470,4.14,4.16,2.67 +7893,1.0,Good,E,SI2,63.3,55.0,4312,6.25,6.29,3.97 +24261,1.52,Ideal,F,SI1,61.5,55.0,12477,7.44,7.41,4.57 +568,0.9,Good,J,SI1,64.3,63.0,2832,6.05,6.01,3.88 +20877,1.18,Ideal,G,VVS1,61.1,57.0,9095,6.78,6.84,4.16 +33318,0.35,Premium,D,SI1,60.1,61.0,827,4.59,4.56,2.75 +30518,0.31,Ideal,D,SI1,61.8,56.0,732,4.37,4.34,2.69 +35325,0.31,Very Good,F,VVS1,62.4,57.0,897,4.3,4.32,2.69 +9676,1.0,Premium,E,SI2,60.4,60.0,4648,6.49,6.46,3.91 +51241,0.74,Very Good,I,VS1,63.4,57.0,2353,5.81,5.76,3.67 +1347,0.72,Ideal,E,VS2,62.0,56.0,2962,5.73,5.76,3.56 +13536,1.31,Ideal,I,SI2,63.6,55.0,5546,6.98,6.92,4.42 +49871,0.53,Ideal,F,VVS2,62.2,54.0,2175,5.19,5.22,3.24 +9425,1.01,Very Good,D,SI2,61.8,60.0,4588,6.37,6.41,3.95 +41010,0.55,Premium,E,SI2,61.9,58.0,1185,5.2,5.24,3.23 +12537,1.09,Ideal,D,SI2,61.3,57.0,5267,6.64,6.67,4.08 +17544,1.14,Ideal,H,VS2,62.0,55.0,7059,6.71,6.72,4.16 +21358,1.01,Ideal,E,VS1,61.5,56.0,9503,6.45,6.49,3.98 +27125,2.01,Good,F,SI2,64.0,58.0,17313,7.94,7.83,5.05 +25457,2.3,Ideal,H,SI2,62.6,57.0,14215,8.4,8.35,5.25 +49704,0.61,Ideal,D,VS2,61.0,57.0,2147,5.45,5.47,3.33 +45865,0.61,Premium,E,SI2,61.3,59.0,1715,5.48,5.39,3.33 +53518,0.71,Premium,F,VS2,62.4,59.0,2686,5.71,5.66,3.55 +36856,0.31,Very Good,E,IF,61.6,54.0,958,4.38,4.42,2.71 +39299,0.3,Ideal,I,VS1,62.0,58.0,491,4.28,4.3,2.66 +33164,0.31,Very Good,E,VVS2,61.4,60.0,816,4.34,4.36,2.67 +35286,0.3,Premium,J,VS2,60.6,59.0,473,4.38,4.34,2.64 +30739,0.43,Good,E,SI1,63.4,57.0,739,4.81,4.84,3.06 +41943,0.28,Premium,G,VVS2,60.2,60.0,504,4.24,4.26,2.56 +48730,0.52,Ideal,G,VVS2,61.9,55.0,2012,5.16,5.14,3.19 +33975,0.31,Ideal,H,VVS1,61.6,57.0,846,4.35,4.32,2.67 +11454,1.01,Premium,G,SI1,62.2,58.0,5006,6.42,6.4,3.99 +27570,1.73,Premium,G,VVS2,62.6,55.0,18377,7.76,7.66,4.83 +43257,0.42,Premium,G,IF,61.6,58.0,1400,4.76,4.79,2.94 +2058,0.32,Very Good,E,SI1,62.2,57.0,561,4.38,4.43,2.74 +48194,0.53,Premium,E,VS2,59.9,61.0,1946,5.3,5.25,3.16 +40348,0.43,Premium,I,IF,61.2,58.0,1129,4.88,4.83,2.97 +18614,1.06,Ideal,F,VS2,61.2,57.0,7592,6.58,6.55,4.02 +8091,1.0,Premium,F,SI2,61.5,60.0,4340,6.35,6.33,3.9 +52332,0.78,Ideal,G,SI1,61.0,57.0,2496,5.94,5.99,3.64 +40960,0.45,Very Good,F,VS1,62.1,59.0,1179,4.85,4.81,3.0 +9074,1.14,Premium,D,SI2,62.6,58.0,4520,6.64,6.58,4.14 +6569,1.0,Premium,E,SI2,59.1,61.0,4077,6.44,6.39,3.79 +22179,1.55,Fair,F,SI1,59.7,66.0,10217,7.59,7.47,4.49 +6835,1.01,Very Good,F,SI2,62.2,58.0,4121,6.36,6.4,3.97 +45438,0.51,Very Good,E,VS2,59.5,63.0,1671,5.22,5.17,3.09 +52334,0.7,Premium,E,VS2,61.1,58.0,2496,5.78,5.7,3.51 +33699,0.33,Ideal,G,VVS1,61.1,56.0,838,4.47,4.5,2.74 +31787,0.42,Ideal,H,VS2,62.5,57.0,773,4.76,4.81,2.99 +12519,1.01,Premium,H,VS2,60.6,60.0,5260,6.51,6.49,3.94 +53545,0.72,Very Good,D,SI2,61.3,59.0,2692,5.74,5.78,3.53 +37396,0.46,Fair,F,VS2,66.0,58.0,982,4.9,4.76,3.19 +16204,1.26,Ideal,E,SI2,61.0,57.0,6477,7.03,6.97,4.27 +46363,0.57,Ideal,F,VS2,62.3,55.0,1760,5.36,5.3,3.32 +48057,0.73,Premium,H,SI2,58.7,58.0,1927,5.94,5.91,3.48 +34444,0.31,Ideal,E,VVS2,62.0,54.0,864,4.38,4.39,2.72 +43269,0.3,Premium,I,SI1,60.5,62.0,506,4.37,4.33,2.63 +1355,0.7,Good,E,VS1,63.6,58.0,2964,5.61,5.56,3.55 +20158,1.5,Ideal,H,SI2,62.8,55.0,8614,7.27,7.31,4.58 +35343,0.42,Ideal,H,SI1,62.9,57.0,898,4.84,4.76,3.02 +18469,1.5,Premium,J,SI1,61.2,61.0,7518,7.43,7.37,4.53 +10357,1.01,Premium,H,SI1,59.5,59.0,4771,6.56,6.52,3.89 +4800,0.92,Ideal,G,SI2,63.0,57.0,3697,6.16,6.13,3.87 +719,0.97,Ideal,F,I1,60.7,56.0,2856,6.43,6.41,3.9 +29040,0.4,Good,E,SI1,63.2,56.0,687,4.69,4.74,2.98 +48387,0.5,Premium,G,VVS1,61.0,60.0,1966,5.08,5.12,3.11 +9992,1.12,Premium,H,SI2,61.9,58.0,4704,6.74,6.66,4.15 +13833,1.01,Very Good,H,VS2,60.7,58.0,5638,6.47,6.51,3.94 +46592,0.54,Premium,F,VS2,59.4,57.0,1786,5.35,5.29,3.16 +42141,0.55,Premium,G,SI2,61.8,56.0,1280,5.28,5.23,3.25 +20238,1.5,Premium,H,SI1,61.6,58.0,8669,7.33,7.38,4.53 +44632,0.57,Premium,I,VVS1,62.1,58.0,1608,5.25,5.32,3.28 +28370,0.33,Very Good,F,VS1,59.3,56.0,668,4.49,4.55,2.68 +42896,0.53,Ideal,F,SI1,61.8,56.0,1360,5.19,5.23,3.22 +38230,0.4,Ideal,H,VVS1,62.2,55.0,1017,4.7,4.75,2.94 +50111,0.7,Very Good,G,SI1,63.6,58.0,2209,5.61,5.65,3.58 +32916,0.33,Ideal,G,VVS1,62.3,55.0,810,4.42,4.44,2.76 +30635,0.34,Ideal,G,VVS2,62.0,56.0,735,4.46,4.48,2.77 +30816,0.33,Premium,G,VS2,61.4,60.0,743,4.45,4.41,2.72 +45039,0.51,Very Good,E,VS2,63.5,57.0,1638,5.09,5.05,3.22 +30993,0.37,Premium,G,VS1,59.5,58.0,746,4.67,4.71,2.79 +26425,2.06,Premium,G,SI2,59.8,61.0,15949,8.26,8.22,4.93 +44347,0.56,Ideal,G,VS2,61.0,57.0,1580,5.32,5.34,3.25 +7773,1.0,Premium,G,SI2,61.8,60.0,4284,6.37,6.34,3.93 +14323,1.14,Premium,G,SI1,60.0,55.0,5801,6.85,6.79,4.09 +4459,0.73,Premium,D,VS1,60.0,58.0,3620,5.86,5.9,3.53 +9390,0.32,Good,D,SI1,63.2,54.0,589,4.36,4.38,2.76 +20712,0.31,Very Good,G,VS1,60.8,61.0,625,4.33,4.35,2.64 +12462,1.01,Premium,F,SI1,62.2,59.0,5249,6.36,6.41,3.97 +12870,1.21,Very Good,G,SI2,59.3,59.0,5364,6.97,7.0,4.14 +22839,1.5,Very Good,I,VVS2,62.0,53.0,10873,7.3,7.34,4.54 +26758,2.02,Good,H,SI2,60.2,55.0,16565,8.08,8.19,4.9 +32340,0.3,Good,G,VVS1,63.4,56.0,789,4.27,4.31,2.72 +25300,1.5,Very Good,E,VS2,61.0,55.0,13963,7.38,7.45,4.52 +4365,0.9,Very Good,I,VS2,62.3,64.0,3605,6.1,6.13,3.81 +31660,0.37,Ideal,I,VVS1,60.6,57.0,768,4.63,4.66,2.81 +34886,0.38,Ideal,G,VVS2,60.0,56.0,879,4.72,4.76,2.84 +3164,0.94,Premium,H,SI2,61.9,57.0,3335,6.29,6.21,3.87 +50969,0.71,Very Good,F,SI2,61.6,59.0,2326,5.7,5.76,3.53 +15888,1.06,Premium,D,SI1,61.1,59.0,6352,6.63,6.56,4.03 +39393,0.42,Good,G,VVS2,57.7,59.8,1076,4.95,4.96,2.86 +36858,0.5,Good,D,SI2,63.1,56.0,958,5.05,4.96,3.16 +29887,0.3,Ideal,D,VS2,61.1,56.0,710,4.32,4.36,2.65 +15907,1.0,Premium,E,VS2,62.9,59.0,6359,6.38,6.27,3.98 +25922,2.33,Ideal,I,VS2,62.4,57.0,15073,8.52,8.47,5.31 +7729,0.32,Premium,E,VS2,59.3,58.0,580,4.45,4.49,2.65 +2495,0.9,Very Good,J,VS1,62.9,56.0,3197,6.13,6.18,3.87 +21324,1.51,Ideal,I,VS2,62.9,53.0,9471,7.37,7.33,4.62 +11169,1.07,Premium,D,SI2,62.6,61.0,4949,6.49,6.42,4.04 +45991,0.53,Ideal,F,VS2,61.3,55.0,1723,5.22,5.25,3.21 +31914,0.3,Very Good,G,VS1,63.3,56.0,776,4.3,4.26,2.71 +27785,0.44,Very Good,F,SI2,62.8,60.0,648,4.82,4.86,3.04 +45337,0.51,Premium,E,VS2,59.2,58.0,1662,5.27,5.23,3.11 +324,1.04,Premium,G,I1,62.2,58.0,2801,6.46,6.41,4.0 +17928,1.53,Ideal,G,SI2,61.7,57.0,7240,7.44,7.41,4.58 +50247,0.7,Good,I,VS2,59.4,57.0,2234,5.77,5.82,3.44 +28993,0.34,Very Good,F,VS2,62.9,58.0,686,4.44,4.46,2.8 +42891,0.51,Premium,D,SI2,62.0,58.0,1359,5.12,5.08,3.16 +41379,0.41,Ideal,E,VVS1,61.4,57.0,1221,4.77,4.8,2.94 +45297,0.51,Very Good,E,VS2,63.1,55.0,1662,5.13,5.1,3.23 +22073,1.31,Very Good,E,VS2,63.1,56.0,10094,6.95,6.9,4.37 +18215,1.5,Very Good,I,SI2,62.7,57.0,7392,7.28,7.35,4.59 +50086,0.71,Very Good,G,SI1,62.4,57.0,2206,5.66,5.69,3.54 +29871,0.3,Very Good,D,VS2,62.5,58.0,710,4.26,4.29,2.67 +18954,1.05,Very Good,D,VS2,59.7,58.0,7794,6.56,6.63,3.94 +28197,0.4,Very Good,E,SI2,62.9,58.0,666,4.7,4.74,2.97 +38342,0.32,Premium,G,IF,62.0,60.0,1020,4.41,4.37,2.72 +6419,1.0,Good,I,SI1,65.6,56.0,4042,6.23,6.3,4.11 +18508,1.1,Ideal,G,VS2,61.9,57.0,7540,6.63,6.57,4.09 +19968,1.5,Good,D,SI2,62.4,61.0,8517,7.23,7.36,4.55 +31945,0.3,Premium,F,VS2,61.4,60.0,776,4.34,4.29,2.65 +25710,0.35,Ideal,D,SI1,62.3,57.0,644,4.5,4.52,2.81 +42439,0.53,Ideal,H,VS2,62.4,56.0,1314,5.17,5.18,3.23 +37592,0.24,Very Good,E,VVS2,62.5,58.0,485,3.96,4.01,2.49 +4607,0.91,Good,D,SI2,63.3,62.0,3660,6.01,6.09,3.83 +51810,0.71,Ideal,D,SI2,62.3,56.0,2416,5.68,5.72,3.55 +44651,0.28,Ideal,H,VVS2,62.0,57.0,522,4.21,4.24,2.62 +24955,1.68,Ideal,H,VS2,61.3,56.0,13427,7.77,7.67,4.73 +12464,1.03,Premium,G,SI1,58.4,58.0,5249,6.66,6.62,3.88 +12916,1.2,Ideal,I,SI1,63.5,61.0,5376,6.75,6.71,4.27 +31193,0.36,Premium,G,VS2,62.5,58.0,756,4.55,4.51,2.83 +5271,0.91,Good,D,SI1,64.0,58.0,3796,6.06,6.09,3.89 +53198,0.7,Ideal,E,VS2,62.1,57.0,2633,5.68,5.73,3.54 +12455,1.2,Very Good,F,SI2,62.2,62.0,5247,6.7,6.77,4.19 +36650,0.43,Very Good,E,SI1,63.2,57.0,948,4.84,4.78,3.04 +51045,0.7,Premium,H,VS2,61.8,60.0,2330,5.68,5.71,3.52 +5734,0.9,Good,H,VS2,64.3,60.0,3890,6.02,6.04,3.88 +14463,1.17,Ideal,F,SI1,62.2,56.0,5837,6.71,6.73,4.18 +45487,0.53,Ideal,H,VS1,61.8,56.0,1678,5.22,5.26,3.24 +46266,0.54,Ideal,E,VS2,61.9,55.0,1754,5.2,5.24,3.23 +32870,0.32,Ideal,F,VVS1,61.7,56.0,809,4.37,4.42,2.71 +45425,0.55,Ideal,E,SI1,62.1,55.0,1668,5.26,5.21,3.25 +37365,0.4,Premium,D,VS2,62.4,59.0,982,4.7,4.72,2.94 +16236,1.38,Very Good,J,VS2,62.7,56.0,6494,7.06,7.11,4.44 +19384,1.47,Very Good,J,VVS2,62.6,60.0,8055,7.17,7.24,4.51 +51380,0.7,Premium,H,VS1,62.8,60.0,2367,5.61,5.56,3.51 +40752,0.4,Ideal,F,VVS2,62.4,56.0,1163,4.74,4.72,2.95 +23627,1.45,Premium,F,VS2,61.1,58.0,11650,7.31,7.23,4.44 +50882,0.7,Very Good,I,VS2,60.1,57.0,2316,5.79,5.82,3.49 +49553,0.55,Ideal,G,VVS2,61.9,56.0,2129,5.27,5.23,3.25 +35237,0.39,Ideal,F,VS1,60.9,56.0,894,4.68,4.75,2.87 +32690,0.31,Good,G,VS1,63.8,57.0,802,4.33,4.29,2.75 +25647,1.51,Premium,G,VS1,62.2,58.0,14542,7.29,7.35,4.55 +48206,0.7,Premium,H,SI1,61.1,58.0,1948,5.74,5.79,3.52 +1552,0.8,Premium,G,VS2,60.6,59.0,3002,6.02,5.97,3.63 +17677,1.01,Very Good,F,VS1,63.3,60.0,7127,6.35,6.32,4.01 +1201,0.8,Premium,H,VS1,62.0,60.0,2935,5.92,5.86,3.65 +44490,0.5,Very Good,H,VS1,61.6,57.0,1598,5.11,5.13,3.15 +34791,0.4,Premium,G,VS1,60.3,59.0,877,4.76,4.8,2.88 +35232,0.58,Fair,F,I1,65.8,56.0,893,5.23,5.12,3.41 +50143,0.6,Premium,D,VS2,59.6,59.0,2214,5.53,5.47,3.28 +50417,0.71,Ideal,H,SI2,59.4,57.0,2258,5.87,5.81,3.47 +35570,0.35,Ideal,F,VS2,61.4,54.0,906,4.58,4.54,2.8 +2951,0.7,Premium,E,VVS1,61.7,59.0,3294,5.71,5.67,3.51 +16809,1.05,Good,H,IF,64.3,58.0,6703,6.5,6.35,4.13 +48720,0.63,Fair,E,VS2,65.7,60.0,2011,5.41,5.31,3.52 +8659,1.2,Very Good,I,SI2,61.9,59.0,4455,6.77,6.84,4.21 +11004,1.17,Premium,I,SI1,62.6,58.0,4914,6.71,6.64,4.18 +41090,0.41,Ideal,F,VVS2,62.6,55.0,1192,4.76,4.73,2.97 +46321,0.58,Ideal,H,VS2,61.2,56.0,1755,5.41,5.39,3.3 +18361,0.37,Premium,F,SI1,61.6,59.0,616,4.62,4.67,2.86 +10776,1.23,Premium,J,VS2,62.7,58.0,4856,6.81,6.77,4.26 +30886,0.33,Ideal,E,SI1,62.5,55.0,743,4.45,4.42,2.77 +43560,0.51,Good,D,VS2,60.1,65.0,1430,5.14,5.17,3.1 +36523,0.42,Ideal,G,SI1,62.5,56.0,945,4.83,4.8,3.01 +27310,2.11,Premium,G,SI1,61.6,59.0,17816,8.24,8.19,5.06 +6972,0.95,Premium,G,SI1,62.6,58.0,4150,6.26,6.21,3.9 +38819,0.51,Very Good,J,VS2,62.5,56.0,1047,5.08,5.12,3.19 +28191,0.4,Very Good,D,SI2,61.6,59.0,666,4.68,4.74,2.9 +16380,0.29,Very Good,E,VVS1,59.5,61.0,609,4.29,4.31,2.56 +19691,0.3,Ideal,G,VS1,62.2,55.0,624,4.28,4.31,2.67 +6038,0.33,Ideal,D,SI1,62.2,54.0,575,4.45,4.46,2.77 +40469,0.32,Ideal,D,VVS1,61.7,55.0,1140,4.44,4.41,2.73 +8232,0.84,Ideal,G,VS1,61.4,56.0,4372,6.04,6.15,3.74 +14614,1.29,Good,J,VS2,58.2,61.0,5898,7.07,7.12,4.13 +48081,0.6,Ideal,H,VVS2,62.2,55.0,1931,5.38,5.43,3.36 +42127,0.41,Ideal,E,VVS1,61.4,57.0,1279,4.8,4.77,2.94 +51885,0.8,Ideal,G,SI2,62.1,57.0,2429,5.95,6.03,3.72 +29224,0.31,Ideal,G,VS1,61.9,56.0,695,4.38,4.34,2.7 +2065,0.32,Premium,I,VVS2,61.9,59.0,561,4.35,4.38,2.7 +47098,0.71,Premium,H,SI2,61.5,60.0,1826,5.72,5.7,3.51 +41423,0.46,Ideal,H,VVS1,62.3,54.0,1227,4.96,4.99,3.1 +4132,0.75,Very Good,E,VS1,61.9,58.0,3543,5.83,5.86,3.62 +7912,1.03,Very Good,G,SI2,63.0,57.0,4315,6.4,6.42,4.04 +14445,1.3,Very Good,J,VS2,61.6,56.0,5832,7.02,7.07,4.34 +8895,1.08,Premium,F,SI2,60.2,59.0,4488,6.65,6.6,3.99 +28686,0.3,Good,G,VVS2,62.6,58.0,678,4.25,4.28,2.67 +20994,1.74,Ideal,J,SI1,62.1,54.0,9208,7.73,7.69,4.79 +2753,0.9,Good,H,SI2,63.6,60.0,3250,6.06,6.11,3.87 +46604,0.54,Premium,D,SI1,62.1,56.0,1786,5.25,5.22,3.25 +19102,1.2,Ideal,H,VS1,62.1,57.0,7869,6.77,6.82,4.22 +4858,0.71,Ideal,F,VS1,61.4,57.0,3710,5.72,5.73,3.52 +6162,0.91,Very Good,F,SI1,63.7,58.0,3991,6.08,6.11,3.88 +2594,0.64,Ideal,F,VVS2,60.9,56.0,3217,5.57,5.59,3.4 +5227,0.73,Ideal,H,IF,62.3,55.0,3785,5.77,5.79,3.6 +38533,0.38,Premium,H,VVS1,61.2,60.0,1033,4.7,4.68,2.87 +53219,0.71,Ideal,F,SI2,62.1,56.0,2637,5.75,5.7,3.56 +48346,0.58,Ideal,H,VVS1,62.4,55.0,1961,5.32,5.36,3.33 +46558,0.51,Good,E,VS2,56.6,59.0,1781,5.37,5.26,3.01 +48637,0.37,Ideal,I,VS2,61.5,56.0,537,4.6,4.63,2.84 +2275,1.22,Premium,J,SI2,62.6,59.0,3156,6.79,4.24,3.76 +38183,0.41,Ideal,D,SI1,60.3,57.0,1015,4.86,4.82,2.92 +36396,0.53,Good,I,SI2,63.6,58.0,942,5.08,5.11,3.24 +1516,0.91,Fair,F,SI2,65.3,51.0,2996,6.05,5.98,3.93 +26672,0.26,Very Good,D,VS1,60.0,56.0,425,4.15,4.18,2.5 +14315,1.06,Ideal,E,SI1,61.6,56.0,5798,6.55,6.59,4.05 +4176,0.92,Premium,G,SI2,59.4,62.0,3555,6.36,6.34,3.77 +21347,1.23,Premium,F,VS1,61.3,60.0,9489,6.94,6.9,4.24 +23508,1.52,Premium,H,VS1,61.4,58.0,11516,7.3,7.44,4.55 +48138,0.7,Very Good,F,SI2,60.9,58.0,1940,5.7,5.77,3.49 +8441,1.25,Premium,J,SI2,62.3,59.0,4410,6.86,6.82,4.26 +7019,1.05,Very Good,H,SI2,63.0,59.0,4158,6.44,6.48,4.07 +21172,1.2,Very Good,F,VS2,62.9,57.0,9331,6.78,6.71,4.24 +18769,1.0,Very Good,E,VS1,63.0,58.0,7676,6.29,6.38,3.99 +15904,1.02,Ideal,G,VS2,60.5,57.0,6356,6.51,6.55,3.95 +24084,1.53,Premium,G,VS2,61.3,58.0,12228,7.48,7.4,4.56 +53665,0.72,Good,G,VS2,63.1,57.0,2708,5.71,5.74,3.61 +51305,0.31,Premium,I,VVS2,61.7,58.0,544,4.38,4.4,2.71 +18601,1.12,Very Good,E,VS2,62.8,57.0,7589,6.61,6.64,4.16 +684,0.8,Very Good,F,SI1,63.4,57.0,2851,5.89,5.82,3.71 +43728,0.51,Very Good,G,VS2,62.7,57.0,1438,5.05,5.12,3.19 +52197,0.7,Premium,G,VS2,61.8,58.0,2479,5.66,5.64,3.49 +19197,1.25,Premium,G,VS2,61.2,57.0,7948,6.95,6.91,4.24 +32001,0.28,Very Good,D,VVS2,62.2,52.0,777,4.21,4.25,2.63 +36207,0.33,Ideal,F,VVS1,61.4,57.0,932,4.49,4.47,2.75 +12956,1.21,Very Good,I,VS2,63.4,57.0,5387,6.79,6.72,4.28 +52398,0.6,Ideal,G,VVS1,61.5,56.0,2509,5.44,5.47,3.35 +51934,0.63,Ideal,D,VS1,61.6,55.0,2440,5.52,5.55,3.41 +28407,0.35,Premium,G,SI1,60.3,60.0,669,4.59,4.57,2.76 +43905,0.33,Ideal,H,SI1,61.0,55.0,511,4.45,4.49,2.73 +24276,2.58,Fair,F,SI2,65.2,59.0,12500,8.58,8.51,5.57 +18353,1.01,Premium,G,VVS2,61.7,59.0,7466,6.44,6.37,3.95 +12989,1.0,Premium,E,SI1,61.7,58.0,5396,6.42,6.35,3.94 +30707,0.4,Premium,E,SI1,60.9,60.0,737,4.75,4.77,2.9 +33406,0.28,Ideal,E,VVS2,62.4,56.0,828,4.2,4.16,2.61 +31256,0.32,Ideal,D,VS2,61.6,56.0,758,4.37,4.4,2.7 +20366,1.23,Premium,G,VS1,61.3,58.0,8759,6.87,6.89,4.22 +46726,0.47,Very Good,D,VS1,60.0,59.0,1795,5.07,5.09,3.06 +13390,0.35,Ideal,D,SI1,62.1,57.0,601,4.47,4.49,2.78 +42275,0.23,Very Good,E,VVS2,59.4,61.0,505,4.01,4.04,2.39 +24173,1.6,Premium,F,SI1,60.5,58.0,12343,7.62,7.53,4.58 +36756,0.38,Ideal,G,VS2,60.6,57.0,955,4.7,4.73,2.86 +42514,0.52,Very Good,D,SI1,62.7,56.0,1323,5.08,5.13,3.2 +38130,0.3,Premium,G,VVS1,62.1,56.0,1013,4.31,4.29,2.67 +46480,0.55,Very Good,F,VS2,61.6,56.1,1777,5.29,5.31,3.27 +36589,0.33,Ideal,G,IF,61.0,56.0,946,4.48,4.5,2.74 +41668,0.4,Ideal,I,VVS2,62.0,56.0,1240,4.74,4.77,2.95 +8671,1.04,Ideal,G,SI2,61.4,57.0,4455,6.54,6.48,4.0 +25442,1.3,Premium,F,VVS1,59.3,59.0,14196,7.11,7.08,4.22 +51874,0.7,Good,H,VVS2,63.7,54.0,2427,5.72,5.62,3.61 +44523,0.53,Very Good,D,VS2,63.2,56.0,1601,5.1,5.15,3.24 +48823,0.55,Ideal,G,VVS2,61.4,56.0,2028,5.27,5.28,3.24 +48732,0.52,Premium,G,VVS2,61.2,59.0,2012,5.16,5.14,3.15 +43500,0.47,Very Good,D,VS1,59.5,61.0,1422,5.06,5.03,3.02 +52191,0.77,Ideal,H,VS2,62.4,56.0,2479,5.89,5.85,3.66 +43719,0.52,Very Good,E,SI1,59.3,59.0,1438,5.26,5.3,3.13 +6858,0.9,Very Good,I,VS1,62.6,59.0,4126,6.11,6.15,3.84 +25478,1.51,Ideal,F,VS2,62.4,56.0,14247,7.38,7.31,4.58 +51057,0.7,Premium,H,SI1,59.0,60.0,2331,5.86,5.81,3.44 +32943,0.34,Very Good,I,SI1,62.8,57.0,459,4.43,4.45,2.79 +46647,0.3,Very Good,G,VS2,60.8,61.0,526,4.31,4.34,2.63 +10758,1.12,Good,I,VS2,63.8,55.0,4853,6.63,6.57,4.21 +5900,1.2,Ideal,I,SI2,62.5,56.0,3931,6.8,6.7,4.22 +10538,1.01,Good,E,SI2,58.5,61.0,4807,6.51,6.61,3.84 +39368,0.36,Premium,G,IF,62.5,60.0,1074,4.49,4.53,2.82 +11883,1.17,Ideal,H,SI2,62.3,57.0,5111,6.78,6.74,4.21 +42556,0.42,Ideal,F,VVS1,61.3,56.0,1326,4.82,4.83,2.96 +41559,0.52,Very Good,D,SI1,62.0,60.0,1237,5.18,5.11,3.19 +35850,0.33,Ideal,E,VVS2,61.9,57.0,917,4.44,4.47,2.75 +51601,0.7,Good,H,VS2,63.4,60.0,2394,5.59,5.61,3.55 +14813,1.2,Ideal,E,SI2,62.5,55.0,5964,6.77,6.84,4.25 +30873,0.33,Ideal,G,VS2,62.3,57.0,743,4.43,4.4,2.75 +15309,1.05,Premium,G,VS1,61.8,58.0,6146,6.54,6.51,4.03 +14709,0.3,Ideal,H,VVS2,60.4,56.0,605,4.32,4.36,2.62 +11656,1.02,Good,G,SI1,63.6,58.0,5055,6.39,6.34,4.05 +9788,1.01,Ideal,E,SI2,62.2,54.0,4666,6.39,6.43,3.99 +30248,0.26,Ideal,E,VVS2,62.5,55.0,724,4.09,4.07,2.55 +33240,0.36,Ideal,I,VVS1,61.7,56.0,824,4.59,4.62,2.84 +28660,0.41,Good,F,SI1,58.4,58.0,676,4.91,4.96,2.88 +14556,1.2,Ideal,I,VS2,61.5,57.0,5880,6.8,6.75,4.17 +48491,0.67,Very Good,H,VS1,63.4,59.0,1981,5.53,5.57,3.52 +52196,0.7,Premium,G,VS2,62.5,55.0,2479,5.69,5.64,3.54 +4788,0.9,Good,F,SI1,64.0,59.0,3696,5.97,5.99,3.83 +44270,0.52,Ideal,E,VS2,61.3,57.0,1576,5.19,5.22,3.19 +43641,0.5,Good,F,VS2,63.6,58.0,1433,5.05,5.02,3.2 +33405,0.28,Ideal,E,VVS1,62.0,56.0,828,4.23,4.19,2.61 +4646,0.91,Premium,I,VS1,61.9,57.0,3669,6.24,6.19,3.85 +10406,0.31,Premium,D,SI2,61.5,60.0,593,4.34,4.31,2.66 +24496,1.73,Premium,D,SI1,60.6,59.0,12770,7.76,7.68,4.68 +5821,1.04,Premium,E,SI2,61.6,58.0,3914,6.52,6.45,3.99 +39563,0.36,Premium,F,VS1,61.8,58.0,1080,4.56,4.53,2.81 +14927,1.73,Fair,H,SI2,65.9,58.0,6007,7.52,7.45,4.93 +12690,1.01,Premium,E,SI1,62.0,61.0,5311,6.42,6.38,3.97 +12910,1.2,Very Good,J,VS1,63.1,59.0,5376,6.75,6.65,4.23 +19148,1.07,Premium,E,VS1,62.0,60.0,7909,6.58,6.49,4.05 +48001,0.52,Ideal,D,VS2,61.5,56.0,1919,5.19,5.15,3.18 +10054,0.27,Very Good,F,VVS2,60.8,59.0,591,4.17,4.19,2.54 +34858,0.3,Premium,G,VVS2,62.6,58.0,878,4.29,4.27,2.68 +38146,0.3,Very Good,G,VVS1,63.5,57.0,1013,4.27,4.24,2.7 +8830,1.02,Ideal,E,SI2,63.0,57.0,4478,6.44,6.39,4.04 +27227,1.03,Ideal,D,IF,62.0,56.0,17590,6.55,6.44,4.03 +50802,0.71,Premium,E,SI2,61.4,59.0,2306,5.74,5.7,3.51 +40566,0.41,Premium,G,VVS1,59.9,59.0,1151,4.79,4.83,2.88 +47740,0.7,Premium,I,SI2,59.5,58.0,1890,5.79,5.73,3.43 +16232,1.22,Premium,G,SI1,60.7,59.0,6492,6.92,6.96,4.21 +47467,0.5,Good,G,VVS2,63.6,57.0,1858,5.08,5.04,3.22 +1321,0.56,Very Good,D,VVS1,60.1,58.0,2959,5.36,5.42,3.24 +18348,1.02,Ideal,E,VS2,60.2,56.0,7465,6.56,6.62,3.97 +3948,0.8,Premium,F,VS2,62.1,60.0,3502,5.92,5.86,3.66 +13896,1.02,Premium,E,SI1,59.2,56.0,5655,6.63,6.57,3.91 +51289,0.57,Premium,D,VS1,60.6,59.0,2360,5.38,5.32,3.24 +9909,1.02,Very Good,H,SI1,63.5,58.0,4688,6.39,6.36,4.05 +39190,0.35,Ideal,D,VS2,62.4,57.0,1063,4.56,4.51,2.83 +43022,0.59,Ideal,I,VS2,61.8,56.0,1371,5.39,5.42,3.34 +50520,0.53,Ideal,E,VVS2,62.2,54.0,2273,5.19,5.23,3.24 +39700,0.4,Ideal,H,VVS1,61.4,57.0,1088,4.81,4.74,2.93 +13325,1.02,Very Good,F,SI1,59.8,58.0,5500,6.49,6.55,3.9 +19387,1.2,Premium,G,VS1,62.4,59.0,8056,6.73,6.69,4.19 +46930,0.52,Ideal,G,VS1,62.3,55.0,1815,5.16,5.14,3.21 +47468,0.75,Premium,D,SI2,61.3,59.0,1858,5.88,5.83,3.59 +13554,1.03,Ideal,D,SI1,62.4,57.0,5551,6.44,6.47,4.03 +13937,0.9,Very Good,G,IF,63.1,58.0,5670,6.18,6.09,3.87 +47659,0.23,Very Good,E,VVS2,60.9,60.0,530,3.96,3.99,2.42 +1009,0.79,Ideal,G,SI1,62.3,57.0,2898,5.9,5.85,3.66 +31279,0.32,Good,I,VS2,63.4,55.0,449,4.33,4.37,2.76 +39912,0.38,Ideal,F,VVS2,62.7,56.0,1104,4.64,4.61,2.9 +20944,1.5,Very Good,H,SI1,62.6,57.0,9157,7.26,7.3,4.56 +16819,1.21,Premium,H,VS2,58.8,59.0,6708,7.01,6.98,4.11 +4160,1.09,Ideal,G,I1,61.0,56.0,3549,6.62,6.66,4.05 +3609,1.02,Good,H,SI2,58.6,64.0,3427,6.32,6.26,3.68 +50720,0.72,Very Good,D,SI2,59.8,60.0,2294,5.76,5.81,3.46 +44318,0.31,Good,H,SI1,64.0,54.0,521,4.31,4.29,2.75 +24188,1.21,Ideal,D,VVS2,61.3,57.0,12375,6.85,6.88,4.21 +10119,1.02,Very Good,D,SI2,63.4,59.0,4718,6.41,6.37,4.05 +40422,0.5,Fair,H,VS1,66.6,58.0,1134,4.95,4.84,3.26 +53172,0.71,Premium,E,SI1,60.8,60.0,2629,5.75,5.69,3.48 +43005,0.52,Very Good,G,VS2,63.0,55.0,1369,5.13,5.16,3.24 +27112,2.02,Premium,H,SI1,62.1,61.0,17265,8.06,7.99,4.98 +24687,1.75,Good,I,VS1,58.3,59.0,13047,7.92,7.97,4.63 +2803,0.9,Very Good,D,SI2,59.0,61.0,3262,6.28,6.32,3.72 +34725,0.36,Ideal,F,VS2,61.0,57.0,875,4.6,4.62,2.81 +8582,0.91,Very Good,F,SI1,60.4,59.0,4437,6.22,6.26,3.77 +46199,0.51,Premium,F,VS1,60.0,58.0,1749,5.21,5.19,3.12 +38050,0.49,Premium,E,SI2,60.9,57.0,1011,5.11,5.07,3.1 +6957,1.41,Fair,H,I1,64.7,58.0,4145,7.05,7.0,4.55 +8365,1.14,Premium,F,SI2,62.8,58.0,4399,6.61,6.56,4.14 +13387,0.39,Fair,E,SI1,65.6,60.0,601,4.5,4.56,2.97 +53782,0.58,Ideal,F,VVS1,61.6,57.0,2728,5.33,5.38,3.3 +44114,0.46,Ideal,G,IF,61.6,54.0,1558,4.97,5.0,3.07 +41400,0.52,Ideal,H,SI1,61.0,56.0,1223,5.2,5.23,3.18 +28543,0.3,Good,E,SI1,63.7,59.0,675,4.27,4.21,2.7 +12143,1.01,Very Good,F,SI1,62.7,57.0,5174,6.32,6.38,3.98 +7495,1.01,Ideal,F,SI2,61.4,56.0,4239,6.46,6.51,3.98 +39532,0.4,Good,I,VVS1,63.9,56.0,1080,4.68,4.64,2.98 +9192,0.73,Ideal,D,VVS2,62.0,53.6,4547,5.76,5.8,3.59 +4853,0.71,Ideal,F,VS1,61.3,56.0,3710,5.69,5.75,3.51 +24133,1.57,Very Good,D,SI1,62.3,59.0,12304,7.39,7.44,4.62 +20882,1.5,Ideal,H,SI2,62.4,57.0,9104,7.29,7.33,4.56 +11093,1.03,Ideal,G,SI2,62.3,59.0,4928,6.44,6.46,4.02 +2628,0.51,Ideal,E,VVS1,61.3,56.0,3226,5.21,5.13,3.17 +3380,0.31,Premium,I,SI1,61.3,58.0,408,4.34,4.37,2.67 +16957,1.04,Ideal,G,VS2,61.6,57.0,6773,6.49,6.54,4.01 +53062,0.75,Good,D,SI1,64.1,54.0,2608,5.78,5.76,3.7 +4742,0.76,Ideal,F,VS1,62.2,56.0,3680,5.83,5.87,3.64 +34410,0.3,Ideal,G,IF,62.4,55.0,863,4.32,4.34,2.7 +27546,2.1,Ideal,G,SI2,61.3,55.0,18312,8.19,8.25,5.04 +13203,1.06,Very Good,H,VS1,62.2,59.0,5456,6.47,6.52,4.04 +29602,0.35,Ideal,G,VS1,60.6,56.0,706,4.57,4.6,2.78 +29268,0.31,Very Good,E,SI1,63.4,55.0,698,4.33,4.32,2.74 +46858,0.51,Ideal,G,VVS2,60.1,56.0,1813,5.22,5.24,3.14 +6549,1.01,Fair,G,VS2,65.7,54.0,4072,6.32,6.28,4.14 +45339,0.51,Ideal,G,VS1,61.8,57.0,1662,5.14,5.12,3.17 +3927,1.51,Good,G,I1,64.0,59.0,3497,7.29,7.17,4.63 +2149,0.57,Ideal,D,VVS1,61.6,56.0,3126,5.33,5.35,3.29 +15887,1.25,Ideal,I,SI1,61.0,56.0,6352,6.97,7.02,4.27 +3005,0.71,Ideal,E,VS2,62.0,56.0,3304,5.72,5.75,3.55 +4099,0.73,Ideal,E,VVS2,61.6,55.0,3535,5.8,5.83,3.58 +26093,1.56,Very Good,G,VVS1,59.7,59.0,15334,7.48,7.57,4.49 +6762,0.9,Premium,E,SI1,61.1,58.0,4106,6.22,6.26,3.81 +29791,0.3,Ideal,D,SI1,62.1,56.0,709,4.33,4.3,2.68 +327,0.53,Ideal,F,IF,61.9,54.0,2802,5.22,5.25,3.24 +27586,1.79,Very Good,F,VS2,62.8,59.0,18429,7.7,7.8,4.87 +25273,1.58,Ideal,F,VS2,60.0,57.0,13917,7.52,7.58,4.53 +18608,1.54,Premium,J,SI1,61.2,59.0,7589,7.45,7.41,4.55 +41608,0.32,Premium,J,VS2,61.9,58.0,393,4.35,4.38,2.7 +15504,1.5,Fair,I,SI2,68.1,59.0,6209,7.12,6.84,4.75 +6509,0.96,Very Good,H,SI1,63.1,58.0,4064,6.2,6.25,3.93 +9329,1.27,Premium,J,VS2,62.2,58.0,4580,6.88,6.84,4.27 +23457,1.53,Very Good,H,VS2,60.9,63.0,11452,7.37,7.41,4.5 +52951,0.24,Very Good,D,VVS2,60.6,59.0,552,4.0,4.02,2.43 +34675,0.39,Very Good,G,VVS1,60.3,57.0,873,4.74,4.78,2.87 +22607,1.53,Ideal,H,SI1,61.1,57.0,10659,7.45,7.44,4.55 +42744,0.51,Good,G,VS2,63.5,57.0,1343,5.05,5.06,3.21 +564,0.71,Premium,G,VVS2,62.1,57.0,2832,5.75,5.65,3.54 +22138,1.53,Ideal,I,VS1,60.2,60.0,10171,7.51,7.48,4.51 +36968,0.41,Ideal,G,VS1,62.4,57.0,961,4.75,4.7,2.95 +52393,0.58,Ideal,G,IF,60.9,57.0,2508,5.39,5.46,3.3 +51171,0.5,Ideal,E,VVS2,62.4,54.0,2346,5.11,5.09,3.18 +44671,0.55,Very Good,F,VS2,62.6,57.0,1609,5.19,5.23,3.26 +13250,1.2,Very Good,I,SI1,62.6,57.0,5476,6.74,6.77,4.23 +39197,0.43,Premium,D,SI1,60.1,58.0,1064,4.93,4.89,2.95 +9421,1.01,Good,G,SI1,63.4,58.0,4588,6.28,6.33,4.0 +53919,0.76,Premium,I,VS1,59.3,62.0,2753,5.93,5.85,3.49 +37911,0.41,Ideal,I,IF,62.6,57.0,1007,4.74,4.78,2.98 +8911,0.9,Good,F,VS2,62.7,59.0,4493,6.1,6.14,3.84 +14450,1.31,Premium,I,VS2,60.4,59.0,5832,7.16,7.05,4.29 +25968,1.5,Premium,F,VS1,62.3,58.0,15153,7.28,7.33,4.55 +9151,1.1,Very Good,E,SI2,60.0,58.0,4539,6.72,6.75,4.04 +18118,1.58,Fair,H,SI1,64.7,58.0,7333,7.28,7.22,4.69 +28467,0.39,Very Good,E,SI2,59.1,56.0,672,4.76,4.82,2.83 +28342,0.33,Ideal,G,VS1,62.1,56.0,666,4.4,4.42,2.74 +1384,0.3,Very Good,H,VVS2,62.0,56.0,559,4.28,4.3,2.66 +1393,0.32,Ideal,E,SI1,61.9,55.0,559,4.4,4.43,2.73 +23874,1.51,Ideal,H,VS1,62.3,57.0,11967,7.34,7.29,4.55 +29174,0.4,Very Good,D,SI1,63.8,54.0,694,4.68,4.75,3.01 +40534,0.38,Premium,G,IF,62.5,60.0,1148,4.61,4.64,2.89 +775,0.77,Premium,F,VS1,60.9,60.0,2859,5.91,5.88,3.59 +48953,0.72,Very Good,I,VS1,64.0,56.0,2048,5.65,5.73,3.65 +13442,1.06,Premium,H,VS2,60.7,59.0,5520,6.61,6.57,4.0 +31087,0.33,Ideal,H,VVS1,62.2,55.0,752,4.4,4.44,2.75 +33458,0.32,Ideal,G,VS1,61.3,57.0,828,4.4,4.37,2.69 +28411,0.35,Ideal,D,SI2,61.8,57.0,669,4.57,4.53,2.81 +1746,0.7,Fair,F,VS1,64.9,59.0,3039,5.56,5.59,3.62 +22132,1.54,Good,I,VS1,63.6,60.0,10164,7.3,7.33,4.65 +47781,0.55,Ideal,F,VS1,61.5,56.0,1896,5.26,5.3,3.25 +19625,1.51,Good,I,SI1,62.5,57.0,8242,7.25,7.32,4.55 +10302,1.01,Very Good,D,SI2,62.9,60.0,4760,6.35,6.46,4.03 +21366,0.42,Ideal,F,SI2,61.7,54.0,626,4.85,4.87,3.0 +9678,1.52,Fair,H,I1,65.4,62.0,4648,7.1,7.02,4.62 +3662,0.82,Very Good,I,VVS1,62.8,58.0,3443,5.95,5.99,3.75 +23401,1.13,Ideal,E,VVS2,60.1,59.0,11387,6.77,6.81,4.08 +22779,1.01,Very Good,F,IF,59.2,60.0,10800,6.48,6.59,3.87 +50084,0.76,Very Good,J,VS2,61.2,57.0,2206,5.86,5.91,3.6 +35420,0.4,Premium,G,SI1,62.7,59.0,900,4.71,4.67,2.94 +15269,1.2,Premium,H,SI1,62.1,58.0,6129,6.77,6.72,4.19 +10556,1.08,Ideal,G,SI2,61.8,56.0,4814,6.54,6.6,4.06 +45246,0.61,Ideal,G,SI1,61.4,56.0,1659,5.46,5.49,3.36 +15004,1.09,Ideal,E,SI1,61.1,55.0,6043,6.7,6.66,4.08 +5533,0.92,Very Good,F,SI2,62.1,59.0,3854,6.21,6.26,3.87 +21019,1.01,Premium,F,VVS2,60.4,59.0,9231,6.49,6.45,3.91 +37161,0.32,Ideal,D,VS2,62.7,57.0,972,4.44,4.4,2.77 +25749,2.03,Fair,G,SI2,64.9,59.0,14687,7.85,7.99,5.14 +40360,0.43,Ideal,D,VS2,60.7,57.0,1129,4.91,4.88,2.97 +15600,1.01,Very Good,F,VS2,59.2,59.0,6257,6.49,6.61,3.88 +17920,1.21,Ideal,H,VS2,62.4,59.0,7236,6.81,6.79,4.24 +18884,1.24,Ideal,H,VS1,61.6,56.0,7743,6.95,6.87,4.26 +48502,0.57,Ideal,E,VS1,62.9,57.0,1982,5.29,5.27,3.32 +29125,0.41,Ideal,F,SI1,62.2,54.0,690,4.78,4.8,2.98 +10361,1.08,Ideal,G,SI1,61.4,56.0,4771,6.62,6.6,4.06 +26795,2.0,Ideal,E,SI1,62.6,57.0,16650,8.08,8.01,5.04 +45454,0.5,Premium,E,VS1,62.4,59.0,1675,5.06,5.1,3.17 +52032,0.72,Ideal,G,SI2,60.8,57.0,2449,5.79,5.82,3.52 +39119,0.41,Premium,G,VS2,60.9,58.0,1061,4.83,4.8,2.93 +12942,1.2,Ideal,G,SI2,62.2,56.0,5385,6.74,6.84,4.22 +2929,0.91,Very Good,J,VS2,61.6,59.0,3290,6.13,6.25,3.81 +8802,1.0,Good,E,SI1,63.8,55.0,4474,6.34,6.31,4.03 +20167,1.5,Very Good,J,VVS2,62.9,58.0,8622,7.25,7.31,4.58 +47539,0.55,Ideal,F,VS2,61.6,56.0,1871,5.31,5.29,3.27 +25411,2.04,Ideal,J,SI1,61.7,57.0,14130,8.11,8.17,5.02 +7441,0.94,Premium,F,SI2,62.2,59.0,4230,6.27,6.23,3.89 +23344,0.3,Ideal,G,SI2,61.8,57.0,422,4.31,4.33,2.67 +39338,0.49,Premium,F,SI1,60.5,60.0,1072,5.1,5.08,3.08 +14155,1.01,Very Good,F,SI1,60.6,60.0,5743,6.37,6.43,3.88 +40638,0.41,Premium,E,VS1,62.0,57.0,1153,4.77,4.74,2.95 +21013,1.3,Ideal,G,VS2,61.9,55.0,9225,7.04,7.01,4.35 +11891,1.26,Premium,J,SI1,61.7,58.0,5114,6.91,6.99,4.29 +35571,0.35,Ideal,F,VS2,60.5,57.0,906,4.6,4.52,2.76 +39412,0.41,Ideal,F,VS1,61.3,55.0,1076,4.83,4.79,2.95 +44658,0.35,Ideal,D,SI2,62.2,56.0,522,4.52,4.55,2.82 +13357,0.24,Very Good,E,VS2,63.0,58.0,419,3.94,3.97,2.49 +33521,0.42,Ideal,G,SI2,60.7,57.0,829,4.87,4.84,2.95 +12667,0.91,Very Good,F,VS1,62.4,59.0,5302,6.15,6.16,3.84 +14199,1.01,Very Good,G,VS2,61.5,56.0,5759,6.41,6.47,3.96 +6869,0.91,Premium,H,VS2,61.0,59.0,4128,6.32,6.27,3.84 +50783,0.77,Ideal,H,SI2,60.8,57.0,2302,5.96,5.89,3.6 +42211,0.52,Ideal,D,SI2,62.5,56.0,1289,5.08,5.12,3.19 +34354,0.43,Very Good,G,VS2,62.9,56.0,863,4.77,4.8,3.01 +40026,0.51,Fair,D,SI2,66.5,58.0,1109,4.95,4.89,3.27 +33456,0.32,Ideal,G,VS1,62.3,56.0,828,4.39,4.37,2.73 +39129,0.41,Ideal,G,VS2,62.5,54.0,1061,4.78,4.75,2.98 +2394,0.32,Ideal,G,VS2,62.5,56.0,561,4.38,4.42,2.75 +26468,3.01,Ideal,J,SI2,61.7,58.0,16037,9.25,9.2,5.69 +7955,1.45,Fair,F,I1,64.8,67.0,4320,7.16,7.0,4.64 +4550,0.71,Premium,G,IF,62.0,58.0,3642,5.67,5.72,3.53 +11112,1.21,Premium,E,SI2,61.0,58.0,4933,6.93,6.88,4.21 +7784,1.02,Ideal,H,SI2,61.8,55.0,4284,6.51,6.47,4.01 +31524,0.34,Very Good,E,SI1,63.2,55.0,765,4.49,4.46,2.83 +36081,0.5,Good,D,SI2,63.7,60.0,925,5.09,5.02,3.22 +38174,0.7,Fair,I,I1,66.3,63.0,1014,5.58,5.43,3.66 +16617,1.21,Premium,H,SI1,60.2,58.0,6640,6.93,6.88,4.16 +46465,0.5,Premium,E,VS1,62.8,59.0,1775,5.09,5.0,3.17 +9184,1.08,Ideal,G,SI2,62.2,56.0,4544,6.56,6.59,4.09 +19695,0.3,Ideal,G,VS1,60.6,57.0,624,4.38,4.4,2.66 +725,0.34,Good,E,SI1,63.3,57.0,556,4.44,4.47,2.82 +31217,0.32,Ideal,D,SI1,62.6,55.0,756,4.39,4.36,2.74 +31564,0.31,Ideal,D,VVS2,61.6,56.0,766,4.34,4.38,2.69 +33593,0.37,Premium,G,VS2,60.1,59.0,833,4.68,4.64,2.8 +44325,0.33,Good,I,VS1,63.2,57.0,521,4.37,4.4,2.77 +13222,1.0,Fair,H,VS1,55.8,60.0,5460,6.66,6.61,3.7 +9125,0.91,Very Good,G,VS1,63.1,61.0,4536,6.13,6.07,3.85 +52050,0.72,Ideal,G,SI2,61.3,56.0,2451,5.76,5.81,3.55 +28074,0.3,Ideal,D,VS1,61.8,56.0,661,4.3,4.34,2.67 +13508,1.01,Premium,D,SI1,61.8,60.0,5543,6.37,6.35,3.93 +37629,0.4,Ideal,D,SI1,59.6,57.0,990,4.82,4.77,2.86 +13195,1.02,Premium,H,VS2,62.4,58.0,5454,6.43,6.39,4.0 +46835,0.67,Ideal,G,SI1,62.9,54.0,1809,5.63,5.6,3.53 +12285,1.01,Ideal,F,SI1,59.9,60.0,5215,6.59,6.53,3.93 +4729,0.33,Good,I,SI1,63.6,57.0,572,4.42,4.39,2.8 +42815,0.5,Very Good,D,SI1,63.4,56.0,1354,5.01,5.06,3.19 +13184,1.18,Very Good,I,VS1,62.2,57.0,5451,6.72,6.76,4.19 +24336,1.53,Premium,G,VS2,61.8,59.0,12602,7.31,7.45,4.56 +19342,1.5,Good,G,SI2,64.3,57.0,8043,7.2,7.29,4.66 +42931,0.32,Premium,H,VS2,60.7,58.0,505,4.43,4.46,2.7 +7424,0.92,Very Good,H,VS1,61.0,62.0,4228,6.26,6.32,3.84 +46213,0.51,Ideal,F,VS1,61.8,55.0,1751,5.13,5.16,3.18 +24155,1.67,Ideal,H,VS2,61.7,55.0,12327,7.68,7.61,4.72 +37488,0.35,Ideal,E,VS2,61.6,55.0,984,4.54,4.49,2.78 +21,0.3,Good,I,SI2,63.3,56.0,351,4.26,4.3,2.71 +47010,0.56,Ideal,E,VS2,60.9,56.0,1819,5.32,5.35,3.25 +9984,1.0,Very Good,F,SI1,63.1,57.0,4704,6.37,6.33,4.01 +34793,0.4,Good,H,VVS2,63.2,55.0,877,4.7,4.73,2.98 +17678,1.01,Ideal,D,VS2,59.8,56.0,7127,6.52,6.49,3.89 +10578,1.02,Premium,H,SI1,61.2,57.0,4819,6.54,6.5,3.99 +30343,0.36,Ideal,D,VS2,60.0,56.0,727,4.66,4.68,2.8 +49125,0.56,Ideal,D,VS2,61.4,55.0,2066,5.35,5.33,3.28 +22512,1.51,Premium,H,VS2,63.0,58.0,10548,7.34,7.27,4.6 +46232,0.5,Very Good,D,VS2,62.8,58.0,1752,5.03,5.07,3.17 +47011,0.56,Ideal,E,VS2,61.5,57.0,1819,5.27,5.3,3.25 +15191,1.29,Very Good,I,VS2,61.3,58.0,6099,6.98,7.04,4.3 +30590,0.31,Ideal,E,VS1,60.4,57.0,734,4.37,4.4,2.65 +16093,1.32,Premium,H,SI2,62.7,58.0,6431,7.05,6.99,4.4 +24874,1.55,Ideal,E,SI1,61.5,56.0,13291,7.4,7.36,4.54 +22769,1.4,Very Good,F,VS2,60.0,58.0,10790,7.24,7.29,4.36 +36307,0.32,Ideal,H,VVS1,61.6,56.0,936,4.41,4.39,2.71 +29795,0.3,Premium,D,SI1,62.3,58.0,709,4.32,4.28,2.68 +24069,1.51,Ideal,G,VS2,60.8,54.0,12210,7.45,7.43,4.52 +21301,1.51,Fair,H,VS2,65.0,64.0,9452,7.1,7.03,4.59 +20326,1.5,Premium,I,SI1,62.0,62.0,8736,7.35,7.3,4.54 +993,1.01,Ideal,I,I1,61.5,57.0,2896,6.46,6.45,3.97 +25960,2.03,Ideal,H,SI2,61.8,56.0,15143,8.1,8.15,5.02 +15939,1.54,Fair,I,SI2,65.0,56.0,6375,7.22,7.14,4.67 +2417,0.72,Ideal,H,VVS1,61.8,55.0,3180,5.74,5.78,3.56 +22698,0.35,Ideal,I,VS2,62.5,57.0,630,4.53,4.5,2.82 +12665,1.07,Ideal,I,VS1,62.0,57.0,5302,6.56,6.5,4.05 +17568,1.16,Ideal,G,VS2,62.3,57.0,7074,6.66,6.72,4.17 +3059,0.38,Very Good,J,VS2,60.5,60.0,566,4.64,4.68,2.82 +45321,0.32,Ideal,G,VS2,62.0,57.0,524,4.37,4.41,2.72 +30958,0.32,Ideal,I,VS2,62.5,57.0,449,4.35,4.39,2.73 +10176,1.0,Fair,H,VS1,64.1,60.0,4732,6.3,6.22,4.01 +1638,0.7,Very Good,G,VS1,60.1,60.0,3017,5.73,5.76,3.45 +50325,0.65,Very Good,F,VS2,64.0,55.3,2241,5.5,5.57,3.54 +22068,1.56,Premium,E,SI2,62.4,60.0,10090,7.41,7.36,4.61 +25004,1.51,Ideal,G,VS2,62.1,55.0,13532,7.33,7.38,4.57 +21159,1.53,Ideal,I,SI1,62.3,56.0,9315,7.37,7.4,4.6 +36890,0.5,Good,J,SI1,59.6,60.0,959,5.15,5.18,3.08 +12389,0.28,Ideal,F,VS1,60.2,56.0,598,4.3,4.31,2.59 +33889,0.3,Ideal,E,VS2,62.3,57.0,844,4.32,4.29,2.68 +25243,1.5,Good,F,VS2,63.6,55.0,13853,7.27,7.22,4.61 +945,0.79,Ideal,I,VS1,61.7,59.0,2888,5.93,5.96,3.67 +3829,0.73,Good,E,VS1,60.8,61.0,3471,5.77,5.8,3.52 +47616,0.71,Good,J,VS1,63.3,55.0,1881,5.62,5.66,3.57 +10929,0.91,Premium,F,VS2,62.2,58.0,4892,6.21,6.17,3.85 +48863,0.7,Very Good,H,SI2,59.9,57.0,2034,5.74,5.77,3.45 +20027,0.32,Premium,F,SI2,59.7,59.0,421,4.43,4.48,2.66 +7664,1.06,Ideal,I,SI2,61.8,57.0,4270,6.57,6.6,4.07 +6065,1.01,Very Good,G,SI2,62.1,61.0,3966,6.27,6.38,3.93 +37731,0.53,Very Good,J,VS2,62.7,56.0,996,5.15,5.18,3.24 +24032,0.4,Ideal,J,VS1,62.1,53.0,633,4.75,4.78,2.96 +6580,0.9,Good,D,SI2,64.0,59.0,4078,6.04,6.09,3.88 +47651,0.23,Ideal,E,VVS2,62.5,57.0,530,3.92,3.99,2.47 +14091,1.35,Premium,I,SI2,59.8,59.0,5715,7.26,7.2,4.32 +22252,2.14,Premium,J,SI2,58.4,58.0,10306,8.52,8.5,4.97 +41981,0.51,Ideal,D,SI2,61.9,56.0,1264,5.1,5.15,3.17 +38804,0.31,Ideal,G,VVS1,62.5,54.0,1046,4.37,4.33,2.72 +44266,0.52,Ideal,G,VS1,61.3,56.0,1576,5.17,5.2,3.18 +51555,0.51,Premium,D,VVS2,60.8,60.0,2387,5.23,5.14,3.15 +40398,0.34,Ideal,D,VVS1,61.7,56.0,1133,4.46,4.48,2.76 +21325,1.51,Premium,I,VS2,60.9,60.0,9471,7.46,7.33,4.5 +50890,0.59,Very Good,H,IF,61.7,56.0,2317,5.42,5.48,3.36 +10579,1.23,Ideal,F,SI2,62.1,57.0,4819,6.83,6.8,4.23 +34245,0.4,Premium,D,SI2,61.6,59.0,855,4.74,4.68,2.9 +38550,0.6,Fair,E,SI2,66.5,56.0,1033,5.31,5.21,3.5 +26431,2.0,Good,E,SI2,60.1,54.0,15962,8.01,8.15,4.86 +36354,0.5,Very Good,E,I1,58.6,63.0,938,5.23,5.15,3.04 +45000,0.31,Very Good,G,SI2,63.3,54.0,523,4.34,4.29,2.73 +32603,0.31,Ideal,F,VS2,62.1,57.0,802,4.36,4.34,2.7 +25944,2.05,Premium,J,VS1,62.5,60.0,15109,8.14,8.09,5.07 +21482,1.5,Premium,H,SI1,59.2,62.0,9576,7.55,7.49,4.45 +35115,0.3,Ideal,F,IF,62.4,58.0,886,4.25,4.28,2.66 +2669,0.72,Very Good,F,VS2,61.6,58.0,3238,5.75,5.78,3.55 +11871,1.26,Premium,J,VS2,62.5,58.0,5107,6.92,6.9,4.32 +29732,0.31,Premium,H,VVS1,60.6,59.0,707,4.36,4.38,2.65 +29771,0.3,Ideal,I,VVS1,62.4,56.0,709,4.32,4.3,2.69 +11349,1.01,Ideal,H,SI1,62.6,54.0,4989,6.38,6.34,3.98 +36830,0.33,Ideal,F,IF,61.2,56.0,957,4.48,4.5,2.75 +26027,0.32,Ideal,G,VS1,61.2,57.0,645,4.4,4.43,2.7 +23206,2.01,Fair,J,SI1,64.4,61.0,11212,7.74,7.78,5.0 +9596,1.04,Ideal,F,SI2,62.6,57.0,4630,6.48,6.45,4.05 +30554,0.31,Ideal,D,VS2,61.3,57.0,734,4.37,4.4,2.69 +49500,0.55,Ideal,F,VS1,60.5,57.0,2119,5.3,5.34,3.22 +4446,0.92,Very Good,G,SI2,59.4,62.0,3618,6.34,6.36,3.77 +45048,0.5,Ideal,I,VVS2,60.5,57.0,1640,5.14,5.17,3.12 +15057,0.3,Ideal,G,VS1,61.4,57.0,605,4.29,4.34,2.65 +320,0.71,Premium,F,VS2,62.1,58.0,2801,5.7,5.67,3.53 +12103,1.13,Ideal,I,VS2,62.2,55.0,5165,6.69,6.67,4.15 +42707,0.52,Ideal,G,SI1,62.6,56.0,1338,5.16,5.13,3.22 +18887,1.0,Ideal,G,VVS2,60.8,57.0,7744,6.45,6.47,3.93 +7303,1.2,Premium,D,SI2,60.2,60.0,4203,6.94,6.81,4.14 +52328,0.73,Premium,I,VVS2,60.6,58.0,2496,5.78,5.84,3.52 +21007,1.51,Ideal,H,SI1,62.3,56.0,9218,7.29,7.34,4.56 +51300,0.7,Good,F,VS2,62.9,58.0,2362,5.61,5.65,3.54 +28760,0.31,Very Good,E,VS2,61.7,58.0,680,4.31,4.34,2.67 +4383,0.31,Ideal,D,SI1,62.3,55.0,571,4.33,4.37,2.71 +10551,1.24,Ideal,I,SI2,60.7,57.0,4812,6.98,6.92,4.22 +41295,0.34,Ideal,D,VVS1,61.7,56.0,1211,4.48,4.46,2.76 +41631,0.32,Premium,H,SI2,60.4,59.0,504,4.42,4.39,2.66 +40966,0.49,Premium,F,SI1,58.7,60.0,1179,5.2,5.15,3.04 +27657,1.49,Ideal,F,VVS2,61.1,58.0,18614,7.36,7.38,4.5 +40656,0.5,Very Good,E,SI2,61.4,58.0,1154,5.09,5.11,3.13 +44736,0.52,Ideal,E,VS2,62.1,57.0,1617,5.22,5.19,3.23 +6918,0.9,Premium,G,VS2,62.8,58.0,4137,6.14,6.09,3.84 +25399,1.52,Premium,G,VVS2,62.1,58.0,14105,7.4,7.31,4.57 +10162,0.9,Very Good,D,VS2,58.8,61.0,4729,6.27,6.32,3.7 +50623,0.26,Very Good,F,SI1,61.4,56.0,401,4.13,4.16,2.54 +30116,0.32,Premium,G,VS2,61.5,60.0,720,4.42,4.4,2.71 +16770,0.9,Ideal,G,VVS1,61.5,56.0,6680,6.22,6.24,3.83 +8989,1.2,Ideal,J,SI2,59.1,62.0,4509,6.97,6.94,4.11 +42513,0.54,Good,E,SI1,57.2,59.0,1323,5.37,5.32,3.06 +14048,0.36,Premium,E,SI2,62.4,58.0,605,4.56,4.54,2.84 +46124,0.51,Very Good,H,VVS1,63.2,57.0,1744,5.06,5.1,3.21 +36465,0.31,Ideal,D,VS2,62.5,56.0,942,4.32,4.29,2.69 +764,0.71,Premium,E,VS2,61.5,60.0,2858,5.76,5.68,3.52 +4814,0.71,Ideal,F,VS1,61.1,56.0,3701,5.76,5.8,3.53 +23453,1.5,Very Good,D,SI1,60.7,62.0,11442,7.3,7.33,4.44 +572,0.7,Ideal,D,VS2,61.0,57.0,2833,5.74,5.76,3.51 +26561,2.26,Premium,I,SI2,62.0,58.0,16241,8.4,8.37,5.2 +29087,0.34,Premium,H,VS2,61.9,56.0,689,4.49,4.46,2.77 +29856,0.3,Ideal,D,VS2,62.3,54.0,710,4.29,4.34,2.69 +13212,1.01,Ideal,H,SI1,62.7,56.0,5457,6.37,6.42,4.01 +1130,0.73,Ideal,H,VS1,61.9,55.0,2919,5.79,5.76,3.58 +25187,1.51,Premium,F,VS2,62.0,62.0,13771,7.35,7.23,4.52 +2413,0.74,Very Good,E,VS2,61.8,58.0,3180,5.79,5.82,3.59 +25279,2.26,Very Good,H,SI2,63.3,59.0,13923,8.35,8.26,5.25 +36481,0.43,Very Good,G,VS1,60.9,57.0,943,4.88,4.91,2.98 +45231,0.58,Ideal,F,VS2,61.5,57.0,1657,5.34,5.39,3.3 +31200,0.32,Premium,I,VVS1,63.0,58.0,756,4.38,4.32,2.74 +48865,0.7,Very Good,H,SI2,62.8,59.0,2034,5.62,5.65,3.54 +2774,0.7,Ideal,G,VS2,61.6,57.0,3253,5.7,5.73,3.53 +26968,2.07,Ideal,I,VS2,60.3,59.0,17045,8.23,8.28,4.98 +18112,1.03,Premium,F,VS1,61.8,59.0,7328,6.46,6.48,4.0 +6685,1.03,Good,F,SI2,61.7,63.0,4101,6.46,6.51,4.0 +52110,0.7,Good,D,SI2,59.3,60.0,2461,5.74,5.8,3.42 +52997,0.73,Ideal,I,VS1,61.1,56.0,2596,5.79,5.83,3.55 +40397,0.5,Very Good,H,SI1,60.9,61.0,1133,5.06,5.15,3.11 +10500,1.12,Premium,G,SI2,60.8,55.0,4798,6.84,6.69,4.11 +45826,0.55,Premium,I,VVS1,61.3,59.0,1712,5.3,5.27,3.24 +931,0.73,Premium,F,VS2,58.7,57.0,2882,5.97,5.92,3.49 +23219,2.26,Premium,H,SI2,61.9,58.0,11226,8.37,8.33,5.17 +29077,0.41,Ideal,G,SI1,61.7,54.0,688,4.78,4.81,2.96 +25928,1.98,Very Good,I,VS2,62.7,60.0,15083,7.9,7.96,4.98 +9752,0.94,Very Good,E,SI1,62.4,56.0,4661,6.24,6.27,3.9 +51463,1.2,Fair,I,I1,66.7,57.0,2376,6.57,6.05,4.37 +45490,0.53,Very Good,E,VS2,63.5,59.0,1678,5.17,5.13,3.27 +38781,0.31,Ideal,H,IF,60.0,57.0,1046,4.41,4.39,2.64 +36000,0.42,Ideal,G,VS1,61.8,56.0,921,4.8,4.84,2.98 +818,0.72,Ideal,F,VS2,59.5,57.0,2863,5.91,5.86,3.5 +38688,0.37,Ideal,E,VS2,61.6,57.0,1041,4.65,4.61,2.85 +51536,0.81,Ideal,I,SI2,61.7,59.0,2386,5.92,6.0,3.68 +47941,0.38,Ideal,D,VVS1,60.3,56.0,1915,4.74,4.72,2.85 +15207,1.01,Premium,G,VS2,58.5,61.0,6108,6.57,6.52,3.83 +52670,0.8,Ideal,G,VS2,60.1,57.0,2550,6.05,6.02,3.63 +45124,0.77,Fair,D,SI2,65.1,63.0,1651,5.71,5.65,3.7 +30555,0.31,Ideal,D,VS2,62.3,55.0,734,4.33,4.37,2.71 +40407,0.31,Ideal,E,IF,61.9,56.0,1133,4.37,4.35,2.7 +48376,0.7,Very Good,E,SI2,60.2,64.0,1964,5.67,5.7,3.42 +53433,0.74,Premium,F,SI1,61.4,59.0,2671,5.82,5.81,3.57 +8759,0.9,Very Good,D,SI1,62.8,59.0,4466,6.12,6.18,3.86 +2622,0.74,Ideal,F,VS1,62.3,56.0,3226,5.76,5.79,3.6 +17164,1.02,Premium,E,VS2,58.4,57.0,6854,6.64,6.59,3.86 +41412,0.47,Very Good,F,VS2,59.6,58.1,1226,5.07,5.11,3.03 +31533,0.34,Ideal,E,SI1,62.0,57.0,765,4.48,4.46,2.77 +21851,1.3,Premium,F,VS2,60.4,59.0,9909,7.06,7.12,4.28 +45281,0.56,Ideal,G,VS2,60.8,55.0,1662,5.33,5.37,3.25 +28253,0.33,Premium,F,VS2,62.1,59.0,666,4.39,4.44,2.74 +19283,1.02,Good,G,VVS1,63.6,58.0,8005,6.4,6.37,4.06 +35693,0.3,Ideal,E,VS1,61.5,56.0,911,4.37,4.31,2.67 +42805,0.53,Good,D,SI2,54.3,65.0,1352,5.46,5.51,2.98 +41003,0.39,Ideal,E,VVS1,62.1,54.0,1183,4.67,4.7,2.91 +38287,0.28,Very Good,F,VS1,61.0,59.0,487,4.18,4.24,2.57 +2744,0.65,Ideal,G,VVS1,61.9,56.0,3248,5.56,5.59,3.45 +2662,0.7,Very Good,E,VS1,61.9,61.0,3235,5.59,5.65,3.48 +37873,0.41,Ideal,E,VS1,61.6,54.0,1004,4.77,4.8,2.95 +46510,0.57,Ideal,I,IF,61.0,55.0,1779,5.38,5.41,3.29 +46408,0.52,Very Good,E,VS1,59.6,58.0,1767,5.21,5.26,3.12 +20272,1.2,Premium,D,VS2,61.6,60.0,8693,6.78,6.72,4.16 +44444,0.52,Very Good,F,VS2,61.1,56.0,1591,5.21,5.24,3.19 +12713,0.26,Ideal,E,VVS2,61.5,56.0,599,4.08,4.11,2.52 +8069,0.31,Good,F,VS2,63.5,55.0,583,4.31,4.32,2.74 +18975,1.59,Premium,J,VS2,62.6,59.0,7811,7.43,7.45,4.66 +42302,0.44,Ideal,D,VS1,61.1,56.0,1294,4.95,4.91,3.01 +1640,1.12,Premium,G,I1,60.3,60.0,3017,6.75,6.69,4.05 +33879,0.3,Ideal,E,VS2,62.1,55.0,844,4.33,4.3,2.68 +527,0.91,Fair,H,SI2,61.3,67.0,2825,6.24,6.19,3.81 +255,0.77,Premium,H,VS1,61.3,60.0,2789,5.9,5.88,3.61 +8918,0.8,Very Good,E,VS1,62.4,54.0,4495,5.98,5.94,3.72 +46114,0.53,Ideal,E,VS2,60.7,57.0,1743,5.27,5.3,3.2 +23420,1.33,Ideal,D,VS2,62.8,56.0,11409,7.08,7.03,4.43 +39164,0.35,Ideal,D,VS2,61.3,56.0,1063,4.56,4.54,2.79 +12775,1.12,Premium,D,SI2,61.2,60.0,5329,6.67,6.63,4.07 +40390,0.53,Good,H,SI1,63.9,55.0,1132,5.14,5.19,3.3 +14552,1.0,Premium,D,SI1,61.3,61.0,5880,6.52,6.39,3.96 +51173,0.73,Premium,F,SI1,59.3,61.0,2346,5.85,5.82,3.46 +19520,1.52,Very Good,G,SI2,60.9,57.0,8151,7.44,7.5,4.55 +40275,0.31,Ideal,G,SI1,61.6,57.0,493,4.32,4.35,2.67 +35852,0.33,Ideal,E,VVS1,61.9,54.0,917,4.43,4.45,2.75 +18632,1.01,Ideal,D,VS2,60.6,57.0,7602,6.54,6.46,3.94 +46023,0.57,Ideal,E,VS2,61.6,56.0,1728,5.34,5.38,3.3 +38921,0.33,Ideal,G,IF,61.3,57.0,1052,4.46,4.42,2.72 +31154,0.41,Premium,E,SI1,61.0,59.0,755,4.78,4.82,2.93 +35048,0.42,Very Good,F,VS2,61.7,59.0,884,4.75,4.82,2.95 +53719,0.72,Premium,G,VVS2,61.6,58.0,2720,5.78,5.81,3.57 +47457,0.53,Ideal,D,VS2,61.4,55.0,1857,5.21,5.25,3.21 +46163,0.5,Premium,E,VS2,61.4,59.0,1746,5.13,5.09,3.14 +1599,1.2,Fair,I,I1,62.2,66.0,3011,6.77,6.7,4.2 +1817,0.76,Ideal,E,SI1,62.4,54.0,3056,5.84,5.86,3.65 +28520,0.34,Very Good,H,VVS2,63.1,57.0,674,4.41,4.49,2.81 +51540,0.71,Premium,G,SI1,61.7,58.0,2386,5.74,5.71,3.53 +27980,0.3,Ideal,E,VS2,61.8,56.0,658,4.31,4.33,2.67 +35054,0.31,Ideal,F,VVS1,61.0,57.0,884,4.38,4.39,2.67 +30693,0.4,Very Good,I,VS1,62.9,59.0,737,4.68,4.73,2.96 +42028,0.38,Ideal,E,VVS1,62.4,56.0,1267,4.64,4.67,2.9 +20357,1.51,Ideal,I,SI1,61.2,58.0,8752,7.35,7.4,4.51 +8151,1.1,Very Good,I,SI1,62.7,58.0,4356,6.54,6.58,4.11 +10606,1.17,Good,H,SI2,63.8,58.0,4826,6.57,6.73,4.24 +48862,0.7,Good,I,SI1,63.6,61.0,2034,5.59,5.63,3.57 +27946,0.25,Ideal,H,VS1,61.7,57.0,431,4.04,4.07,2.5 +6571,1.0,Ideal,E,SI2,60.7,55.0,4077,6.39,6.33,3.86 +35283,0.3,Premium,H,SI2,60.9,59.0,473,4.35,4.32,2.64 +49103,0.55,Ideal,G,VVS2,60.8,56.9,2064,5.27,5.31,3.22 +17270,1.51,Very Good,I,SI2,63.2,58.0,6914,7.31,7.27,4.61 +31074,0.33,Premium,G,VVS2,59.5,60.0,752,4.52,4.55,2.7 +49534,0.78,Very Good,H,SI2,62.9,55.0,2125,5.83,5.87,3.68 +37782,0.38,Very Good,E,VS1,61.5,58.0,1000,4.64,4.69,2.87 +18400,1.26,Very Good,H,SI1,62.5,56.0,7477,6.88,6.93,4.31 +51413,0.8,Premium,F,SI2,58.5,62.0,2371,6.08,6.05,3.55 +21558,1.54,Premium,I,VS2,59.8,59.0,9659,7.61,7.53,4.53 +32924,0.37,Ideal,H,VVS1,62.3,56.0,810,4.56,4.59,2.85 +47476,0.7,Good,E,SI2,62.2,63.0,1860,5.65,5.6,3.5 +23933,1.28,Ideal,F,VS1,61.5,55.0,12061,6.98,7.01,4.3 +6103,0.9,Good,G,VS2,63.2,58.0,3976,6.09,6.16,3.87 +23549,1.51,Very Good,F,SI1,60.7,60.0,11560,7.39,7.43,4.5 +6148,0.96,Premium,D,SI2,60.0,60.0,3989,6.47,6.43,3.87 +17596,1.4,Ideal,H,SI2,61.2,56.0,7084,7.18,7.23,4.41 +1467,0.91,Ideal,I,SI2,61.6,57.0,2981,6.24,6.23,3.84 +2232,0.72,Ideal,E,VS2,60.6,57.0,3145,5.85,5.83,3.54 +52211,0.7,Very Good,E,SI1,59.4,63.0,2481,5.79,5.73,3.42 +48085,0.53,Ideal,G,VVS2,60.6,56.0,1932,5.25,5.28,3.19 +6831,0.9,Good,D,SI1,63.8,58.0,4120,6.13,6.09,3.9 +34052,0.42,Ideal,J,VS1,60.9,57.0,851,4.86,4.83,2.95 +53895,0.71,Ideal,G,SI1,60.5,56.4,2751,5.76,5.8,3.5 +10705,1.03,Very Good,I,SI1,63.0,55.0,4848,6.37,6.42,4.03 +27953,0.27,Ideal,I,VS1,61.6,56.0,432,4.15,4.19,2.57 +40091,0.33,Ideal,G,VVS1,61.7,54.0,1114,4.48,4.47,2.76 +22939,1.55,Premium,G,SI1,60.1,58.0,10980,7.49,7.44,4.52 +33534,0.35,Ideal,D,VS2,60.7,56.0,829,4.56,4.6,2.78 +25820,2.09,Ideal,I,SI2,63.0,57.0,14838,8.13,8.09,5.11 +12306,1.09,Ideal,H,SI1,61.1,57.0,5219,6.69,6.6,4.1 +51226,0.7,Fair,G,SI1,61.7,66.0,2352,5.7,5.58,3.48 +20993,1.73,Premium,I,SI2,62.0,60.0,9207,7.67,7.63,4.74 +5158,1.02,Premium,H,SI2,59.2,59.0,3769,6.57,6.54,3.88 +21952,1.51,Premium,G,SI1,58.7,60.0,10020,7.55,7.48,4.41 +11823,1.12,Good,H,SI1,59.8,61.0,5094,6.72,6.85,4.06 +52844,0.7,Ideal,D,SI2,60.6,56.6,2575,5.75,5.77,3.49 +50604,0.72,Very Good,D,SI1,62.9,58.0,2285,5.7,5.72,3.59 +10173,1.0,Very Good,H,VS1,63.3,53.0,4732,6.37,6.29,4.01 +5530,0.91,Very Good,H,VS2,63.1,59.0,3853,6.16,6.13,3.88 +34935,0.28,Good,J,VVS2,58.4,60.0,375,4.27,4.33,2.51 +44742,0.62,Ideal,H,SI1,61.4,56.0,1618,5.51,5.49,3.38 +10367,1.01,Ideal,H,SI1,62.2,58.0,4773,6.37,6.43,3.98 +16259,1.12,Premium,G,VS2,61.7,56.0,6503,6.72,6.61,4.11 +41560,0.54,Premium,F,SI1,61.8,60.0,1237,5.2,5.22,3.22 +9226,1.19,Premium,I,SI2,61.6,56.0,4558,6.87,6.83,4.22 +6184,0.91,Very Good,I,VS2,61.5,58.0,3994,6.2,6.23,3.82 +16897,1.13,Premium,G,VS2,62.5,58.0,6743,6.69,6.59,4.15 +4489,1.01,Good,G,SI2,63.6,58.0,3626,6.31,6.37,4.03 +14490,1.33,Ideal,J,VS1,61.3,57.0,5852,7.08,7.11,4.35 +51224,0.71,Fair,D,SI1,65.1,59.0,2352,5.59,5.56,3.63 +37941,0.24,Ideal,E,SI1,62.5,56.0,486,4.01,3.99,2.5 +45977,0.3,Very Good,H,VS1,60.1,61.0,526,4.3,4.32,2.59 +48914,0.58,Ideal,E,VS1,62.2,55.0,2041,5.38,5.42,3.36 +38073,0.3,Ideal,E,VVS2,60.2,57.0,1013,4.4,4.37,2.64 +41235,0.33,Ideal,E,VVS1,61.6,56.0,1207,4.44,4.46,2.74 +36990,0.41,Ideal,E,VS1,62.2,55.0,964,4.76,4.79,2.97 +23836,1.51,Ideal,G,SI1,61.6,57.0,11917,7.34,7.31,4.52 +7952,1.01,Premium,H,SI1,62.7,59.0,4320,6.33,6.27,3.95 +50916,0.6,Ideal,F,VVS2,61.8,57.0,2318,5.42,5.36,3.33 +29067,0.4,Good,F,SI1,63.1,58.0,687,4.66,4.69,2.95 +37442,0.33,Ideal,G,IF,61.9,54.0,984,4.42,4.46,2.75 +14831,1.55,Very Good,E,I1,61.6,58.0,5974,7.42,7.52,4.6 +907,0.7,Good,F,VS1,59.1,62.0,2877,5.82,5.86,3.44 +28083,0.31,Ideal,D,VS2,62.4,57.0,662,4.34,4.31,2.7 +6142,0.9,Premium,H,VS2,62.1,58.0,3989,6.16,6.2,3.84 +19068,1.51,Very Good,E,SI2,61.9,57.0,7848,7.35,7.41,4.57 +18322,1.54,Very Good,J,SI1,61.2,59.0,7453,7.41,7.45,4.55 +15896,1.22,Premium,H,VS2,60.9,58.0,6354,6.89,6.86,4.19 +38898,0.42,Ideal,H,VVS1,61.4,55.0,1052,4.81,4.83,2.96 +23603,1.56,Ideal,G,SI1,61.2,56.0,11628,7.51,7.49,4.59 +48050,0.72,Ideal,J,SI2,61.7,55.0,1926,5.77,5.81,3.57 +5612,0.89,Ideal,E,SI2,61.8,56.0,3872,6.15,6.19,3.81 +53019,0.71,Very Good,G,VS2,62.1,62.0,2599,5.65,5.71,3.53 +19060,1.0,Premium,G,VVS2,62.8,59.0,7840,6.43,6.38,4.02 +46162,0.5,Premium,E,VS2,61.1,61.0,1746,5.13,5.11,3.13 +7406,0.33,Good,E,SI1,63.3,56.0,579,4.41,4.43,2.8 +50274,0.7,Very Good,E,SI1,62.6,58.0,2239,5.66,5.68,3.55 +40803,0.51,Ideal,F,SI2,60.5,55.0,1169,5.17,5.21,3.14 +12893,1.01,Very Good,E,SI1,61.5,60.0,5372,6.39,6.42,3.94 +32066,0.33,Ideal,D,SI1,62.8,56.0,780,4.43,4.39,2.77 +12960,1.16,Ideal,H,SI2,60.9,59.0,5388,6.72,6.78,4.11 +496,0.71,Premium,D,SI1,62.7,60.0,2822,5.71,5.67,3.57 +7819,1.0,Fair,G,SI1,64.4,57.0,4295,6.32,6.28,4.06 +17472,1.01,Ideal,E,VS2,61.9,57.0,7013,6.43,6.37,3.96 +1683,0.77,Fair,F,VS1,66.8,57.0,3031,5.66,5.76,3.82 +14164,1.2,Premium,H,SI1,62.1,55.0,5746,6.79,6.74,4.2 +16960,1.12,Premium,G,VS2,60.7,53.0,6774,6.81,6.7,4.1 +33299,0.31,Good,G,SI1,63.6,57.0,462,4.29,4.33,2.74 +9327,1.0,Premium,E,SI2,62.7,58.0,4579,6.41,6.34,4.0 +13224,1.5,Premium,G,SI2,61.7,55.0,5460,7.39,7.32,4.54 +29676,0.28,Very Good,F,VVS1,61.5,56.0,707,4.24,4.27,2.61 +19733,1.24,Ideal,H,VS1,62.1,56.0,8299,6.85,6.88,4.26 +553,0.53,Ideal,F,VVS1,60.9,57.0,2830,5.23,5.29,3.19 +6683,0.9,Ideal,H,SI2,61.8,56.0,4101,6.17,6.2,3.82 +34436,0.3,Ideal,G,IF,62.1,57.0,863,4.27,4.29,2.66 +36726,0.32,Ideal,E,VVS1,60.9,57.0,954,4.42,4.45,2.7 +25116,1.78,Very Good,F,SI1,60.6,57.0,13659,7.89,7.94,4.8 +32523,0.35,Very Good,G,VVS2,62.4,56.0,798,4.47,4.53,2.81 +1963,0.73,Ideal,G,SI1,61.4,57.0,3089,5.74,5.79,3.54 +50617,0.25,Good,D,VS1,57.6,60.0,399,4.15,4.18,2.4 +42038,0.51,Ideal,I,VS2,60.5,58.0,1268,5.15,5.2,3.13 +38972,0.4,Very Good,E,VS1,62.8,59.0,1053,4.63,4.67,2.92 +13530,1.1,Premium,H,SI1,59.6,58.0,5544,6.79,6.74,4.03 +12965,1.0,Premium,D,SI1,61.5,60.0,5390,6.34,6.38,3.91 +41489,0.52,Ideal,E,SI2,60.9,56.0,1232,5.2,5.23,3.17 +2736,0.7,Ideal,G,VVS1,62.6,57.0,3247,5.65,5.7,3.55 +5719,0.25,Very Good,E,VVS2,62.1,58.0,575,4.03,4.06,2.51 +38051,0.31,Premium,E,VVS1,62.0,59.0,1012,4.34,4.3,2.68 +12860,1.05,Ideal,G,SI1,61.9,56.0,5361,6.51,6.55,4.04 +21829,1.52,Good,H,SI1,63.6,57.0,9898,7.25,7.3,4.63 +52624,0.31,Very Good,I,VVS2,62.5,55.0,551,4.33,4.36,2.71 +33713,0.44,Ideal,D,SI1,61.6,56.0,838,4.9,4.93,3.03 +1220,0.75,Ideal,G,VS2,60.6,55.0,2939,5.93,5.91,3.59 +39795,0.32,Premium,E,IF,61.6,58.0,1095,4.38,4.39,2.7 +27416,5.01,Fair,J,I1,65.5,59.0,18018,10.74,10.54,6.98 +15725,1.04,Premium,G,VS2,62.6,56.0,6290,6.44,6.41,4.02 +43186,0.54,Very Good,G,SI1,63.8,57.0,1392,5.16,5.19,3.3 +50173,0.5,Very Good,F,IF,59.7,60.0,2219,5.18,5.24,3.11 +24732,2.11,Premium,G,SI2,61.4,62.0,13069,8.25,8.21,5.05 +29678,0.3,Very Good,D,VS1,63.2,59.0,707,4.26,4.29,2.7 +32209,0.35,Ideal,F,VS1,62.4,57.0,788,4.49,4.52,2.81 +16224,1.05,Ideal,G,VS2,61.9,56.0,6486,6.52,6.56,4.05 +20804,1.5,Very Good,H,SI1,61.4,57.0,9035,7.27,7.33,4.48 +23710,0.37,Ideal,I,VVS2,61.9,54.0,632,4.62,4.66,2.87 +27734,1.51,Very Good,F,VVS1,62.6,59.0,18777,7.33,7.24,4.56 +42757,0.52,Premium,D,SI1,59.7,60.0,1344,5.26,5.19,3.12 +27491,2.05,Ideal,G,SI2,61.6,56.0,18181,8.16,8.11,5.01 +452,0.71,Premium,E,SI1,61.3,56.0,2817,5.78,5.73,3.53 +24066,2.01,Ideal,J,SI1,62.7,56.0,12209,8.08,8.03,5.05 +40463,0.32,Ideal,D,VVS1,61.8,56.0,1140,4.41,4.39,2.72 +26512,2.15,Ideal,H,SI2,60.3,59.0,16146,8.34,8.41,5.05 +44451,0.5,Ideal,E,VS1,62.7,57.0,1591,5.01,5.03,3.15 +1876,0.7,Ideal,G,VVS1,61.6,55.0,3073,5.72,5.75,3.53 +52705,0.74,Premium,H,VS2,60.2,58.0,2553,5.92,5.88,3.55 +6468,0.9,Very Good,E,SI1,61.8,60.0,4054,6.14,6.2,3.81 +2961,1.07,Very Good,H,SI2,61.8,63.0,3296,6.57,6.47,4.03 +51442,0.7,Ideal,H,SI1,61.7,57.0,2375,5.7,5.68,3.51 +20007,1.2,Ideal,G,VS1,62.0,57.0,8545,6.78,6.81,4.21 +13777,1.18,Premium,I,SI1,61.8,58.0,5617,6.78,6.74,4.18 +4586,0.8,Very Good,F,VS2,62.3,57.0,3653,5.91,5.94,3.69 +25163,1.5,Premium,G,VS1,62.7,58.0,13736,7.32,7.2,4.55 +47800,0.51,Ideal,H,IF,60.3,58.0,1899,5.15,5.17,3.11 +29918,0.33,Ideal,G,VVS2,61.5,55.0,713,4.47,4.51,2.76 +36362,0.32,Good,F,VVS1,63.8,54.0,939,4.38,4.31,2.77 +35133,0.41,Very Good,G,VVS2,59.1,60.0,889,4.84,4.87,2.87 +46484,0.56,Very Good,D,SI1,63.1,57.0,1777,5.22,5.19,3.29 +31964,0.26,Very Good,E,VS2,62.1,56.0,452,4.11,4.13,2.56 +28345,0.33,Premium,G,VS1,59.2,59.0,666,4.51,4.54,2.68 +32779,0.34,Premium,D,SI1,62.0,56.0,803,4.47,4.43,2.76 +49378,0.5,Ideal,E,VS2,60.5,56.0,2100,5.18,5.16,3.13 +20216,1.17,Ideal,F,VS1,62.2,56.0,8648,6.74,6.77,4.2 +35666,0.31,Ideal,H,VVS1,61.8,57.0,907,4.35,4.32,2.68 +32875,0.41,Ideal,G,SI2,60.9,56.0,810,4.84,4.81,2.94 +28025,0.3,Ideal,E,VS2,62.6,56.0,658,4.29,4.33,2.7 +43012,0.42,Ideal,E,VVS1,59.7,56.0,1369,4.91,4.88,2.92 +34758,0.41,Premium,H,SI1,62.9,58.0,876,4.73,4.72,2.97 +18261,1.21,Very Good,G,VS2,63.1,60.0,7416,6.72,6.66,4.22 +7777,1.02,Very Good,H,SI2,63.1,59.0,4284,6.43,6.37,4.04 +17219,1.31,Very Good,I,VS1,62.3,58.0,6885,6.99,7.03,4.37 +27634,2.4,Good,I,SI1,56.9,62.0,18541,8.87,8.81,5.03 +44083,0.6,Very Good,F,SI1,62.4,56.0,1554,5.37,5.4,3.36 +32025,0.31,Ideal,G,VVS1,62.3,53.0,778,4.37,4.42,2.74 +13714,0.3,Ideal,E,VS2,62.3,56.0,603,4.27,4.3,2.67 +47306,0.31,Ideal,J,VS2,62.3,54.0,396,4.35,4.38,2.72 +9353,1.01,Ideal,I,SI1,62.4,56.0,4584,6.36,6.4,3.98 +50192,0.68,Premium,E,SI1,62.0,59.0,2224,5.67,5.65,3.51 +36123,0.36,Ideal,D,VS2,61.1,57.0,928,4.6,4.63,2.82 +29293,0.31,Ideal,I,SI1,61.3,56.0,436,4.37,4.4,2.69 +33503,0.32,Very Good,F,VS2,63.2,58.0,828,4.35,4.32,2.74 +46914,0.54,Ideal,F,VS1,60.9,56.0,1814,5.31,5.27,3.22 +50711,0.77,Fair,I,VVS2,59.2,66.0,2292,5.96,5.9,3.51 +50474,0.55,Good,F,IF,60.8,60.0,2266,5.26,5.36,3.23 +15748,1.03,Ideal,D,SI1,62.2,56.0,6299,6.48,6.45,4.02 +6798,1.01,Good,H,SI1,64.0,58.0,4116,6.31,6.37,4.06 +51041,0.82,Premium,E,SI2,60.0,56.0,2329,6.11,6.08,3.66 +32934,0.41,Ideal,G,VS2,61.7,54.0,811,4.78,4.81,2.96 +927,0.7,Very Good,H,IF,62.8,56.0,2882,5.62,5.65,3.54 +47700,0.59,Premium,E,VS2,62.3,55.0,1883,5.43,5.39,3.37 +42900,0.54,Good,H,VS1,63.2,58.0,1361,5.12,5.16,3.25 +23272,1.38,Very Good,F,VS1,61.4,61.0,11286,7.1,7.14,4.37 +34470,0.38,Ideal,E,VS1,62.2,55.0,866,4.63,4.67,2.89 +22181,1.54,Premium,G,SI1,61.3,59.0,10219,7.41,7.38,4.53 +15551,1.31,Premium,J,VS1,62.3,56.0,6236,7.06,6.99,4.38 +33493,0.32,Ideal,F,VS2,61.3,57.0,828,4.4,4.37,2.69 +52536,0.71,Ideal,I,VVS1,62.4,57.0,2530,5.67,5.71,3.55 +17165,1.02,Premium,E,VS2,62.1,52.0,6854,6.55,6.49,4.05 +37119,0.42,Premium,D,SI1,61.5,58.0,970,4.83,4.8,2.96 +47999,0.31,Ideal,D,SI1,62.5,53.0,533,4.34,4.37,2.72 +50158,0.52,Ideal,F,VVS2,61.8,56.0,2216,5.2,5.17,3.2 +30742,0.43,Good,F,SI1,63.6,53.0,739,4.79,4.83,3.06 +46246,0.53,Ideal,D,SI1,62.0,55.0,1753,5.24,5.22,3.24 +34280,0.31,Ideal,J,VVS2,62.0,56.1,468,4.31,4.33,2.68 +30414,0.32,Ideal,G,VVS2,61.3,56.0,730,4.43,4.44,2.72 +12089,1.28,Premium,H,SI2,62.5,62.0,5161,6.89,6.84,4.3 +25487,2.14,Ideal,I,SI2,60.7,57.0,14267,8.4,8.34,5.08 +2377,0.32,Premium,I,VVS2,62.1,59.0,561,4.35,4.38,2.71 +40476,0.52,Premium,I,VS1,59.6,60.0,1141,5.17,5.14,3.07 +3984,1.04,Premium,I,SI2,61.6,58.0,3512,6.58,6.47,4.02 +36070,0.4,Very Good,D,SI1,63.1,57.0,924,4.73,4.69,2.97 +44239,0.52,Ideal,H,VS2,61.8,56.0,1573,5.19,5.16,3.2 +47168,0.52,Ideal,D,VS1,60.9,56.0,1835,5.21,5.17,3.16 +1567,0.72,Ideal,I,VS1,60.4,56.0,3005,5.8,5.86,3.52 +32558,0.32,Ideal,F,VVS2,61.2,55.0,800,4.43,4.46,2.72 +24123,2.12,Ideal,H,SI2,61.4,57.0,12284,8.28,8.24,5.07 +39765,0.36,Premium,E,VS1,61.3,58.0,1094,4.58,4.56,2.8 +39219,0.5,Ideal,I,SI1,61.4,56.0,1066,5.13,5.16,3.16 +34660,0.31,Ideal,E,VS2,61.8,55.0,872,4.35,4.33,2.68 +47333,0.23,Very Good,E,VVS1,60.9,58.0,530,3.95,3.96,2.41 +31018,0.31,Ideal,E,VVS1,59.5,60.0,749,4.43,4.45,2.64 +50295,0.31,Ideal,G,VS1,61.9,56.0,542,4.34,4.38,2.7 +34229,0.4,Premium,H,SI1,62.1,62.0,855,4.73,4.7,2.93 +14219,1.23,Very Good,I,SI1,60.5,58.0,5763,6.9,6.94,4.19 +35247,0.34,Ideal,G,VVS1,62.5,53.0,895,4.47,4.49,2.8 +44810,0.5,Ideal,E,VS2,62.1,54.0,1624,5.11,5.13,3.18 +18362,0.37,Very Good,F,SI1,62.4,59.0,616,4.56,4.6,2.86 +30351,0.4,Ideal,I,VVS2,61.9,56.4,728,4.72,4.74,2.93 +14554,1.25,Ideal,H,SI2,62.8,55.0,5880,6.87,6.82,4.3 +53880,1.04,Fair,G,SI2,65.2,57.0,2745,6.25,6.23,4.07 +42728,0.58,Ideal,D,SI2,62.7,56.0,1342,5.3,5.32,3.33 +39592,0.41,Ideal,G,VVS1,62.1,54.0,1084,4.79,4.84,2.99 +25186,1.51,Ideal,F,VS2,62.2,53.0,13771,7.35,7.31,4.56 +2432,0.72,Very Good,E,SI1,63.3,56.0,3183,5.67,5.71,3.6 +885,0.9,Fair,I,SI1,65.8,56.0,2873,6.01,5.96,3.94 +32330,0.3,Ideal,E,VVS2,61.4,57.0,789,4.32,4.34,2.66 +5733,0.8,Ideal,E,SI1,61.0,57.0,3890,6.0,6.03,3.67 +9408,0.92,Ideal,I,VS1,62.3,55.0,4587,6.24,6.28,3.9 +26932,2.28,Ideal,E,SI2,62.0,55.0,16969,8.49,8.45,5.25 +18890,1.52,Fair,I,SI1,64.6,58.0,7746,7.24,7.21,4.68 +1480,0.77,Very Good,G,VS1,62.8,58.0,2986,5.78,5.84,3.65 +31329,0.36,Very Good,D,VS2,64.0,56.0,759,4.49,4.51,2.88 +18194,1.2,Good,G,VS2,62.2,58.0,7380,6.72,6.76,4.19 +7496,0.91,Very Good,D,SI1,61.5,59.0,4239,6.18,6.25,3.82 +51993,0.66,Very Good,E,VS2,63.3,56.3,2443,5.47,5.55,3.48 +25188,1.52,Ideal,G,VS1,59.7,57.0,13777,7.48,7.5,4.47 +43650,0.53,Ideal,E,SI1,61.9,55.0,1435,5.18,5.22,3.22 +30535,0.39,Very Good,G,VS2,59.8,61.0,734,4.72,4.75,2.83 +52098,0.7,Premium,F,VS2,61.2,59.0,2459,5.73,5.68,3.49 +43226,0.4,Ideal,E,VVS1,61.7,57.0,1397,4.74,4.7,2.91 +26069,2.13,Ideal,H,SI2,61.8,57.0,15288,8.21,8.25,5.09 +8310,1.0,Very Good,H,SI1,62.2,60.0,4389,6.34,6.45,3.98 +31232,0.44,Good,E,SI1,63.4,57.0,756,4.81,4.85,3.06 +23909,1.5,Premium,F,SI1,62.2,58.0,12030,7.34,7.29,4.55 +45122,0.52,Premium,F,VS2,58.5,60.0,1651,5.29,5.24,3.08 +52847,0.7,Ideal,E,SI1,60.2,57.0,2575,5.78,5.82,3.49 +21868,1.11,Ideal,G,IF,61.9,55.0,9931,6.64,6.68,4.12 +21565,1.52,Very Good,I,SI1,62.0,58.0,9664,7.34,7.4,4.57 +52010,0.59,Ideal,G,IF,62.0,54.0,2444,5.38,5.43,3.35 +154,0.73,Premium,G,VS2,61.4,59.0,2770,5.83,5.76,3.56 +44463,0.55,Ideal,I,VVS1,62.7,57.0,1593,5.17,5.23,3.26 +6648,1.11,Ideal,J,SI2,61.7,57.0,4092,6.63,6.69,4.11 +15403,1.02,Ideal,G,VS2,62.8,57.0,6169,6.46,6.41,4.04 +45090,0.6,Ideal,F,SI1,61.5,58.0,1646,5.38,5.41,3.32 +53558,0.71,Premium,F,VS2,60.8,58.0,2694,5.79,5.76,3.51 +10610,1.1,Ideal,H,SI1,60.2,56.0,4827,6.74,6.82,4.08 +40410,0.57,Fair,F,SI1,65.8,58.0,1133,5.2,5.1,3.39 +15735,1.03,Very Good,H,VS1,61.9,59.0,6294,6.44,6.49,4.0 +19272,1.21,Premium,G,VS2,62.2,58.0,7996,6.85,6.81,4.25 +44661,0.35,Premium,D,SI2,62.3,58.0,522,4.48,4.54,2.81 +23833,1.18,Ideal,E,VVS2,61.5,57.0,11906,6.8,6.75,4.17 +13213,1.16,Premium,I,VS1,60.4,59.0,5457,6.89,6.82,4.14 +37864,0.4,Ideal,G,VS2,60.5,57.0,1003,4.74,4.8,2.89 +37290,0.24,Very Good,E,VVS2,62.9,57.0,485,3.96,3.99,2.5 +38205,0.43,Premium,F,SI1,62.5,56.0,1016,4.85,4.82,3.02 +5262,1.12,Very Good,E,SI2,60.9,63.0,3794,6.59,6.65,4.03 +23064,1.5,Premium,H,VS2,62.4,59.0,11092,7.29,7.32,4.56 +43029,0.63,Ideal,I,SI1,62.0,57.0,1372,5.47,5.49,3.4 +23411,1.67,Premium,I,VS1,61.1,58.0,11400,7.69,7.6,4.67 +20959,1.5,Premium,D,SI2,58.7,57.0,9173,7.48,7.42,4.37 +1382,0.31,Premium,E,SI2,61.2,61.0,558,4.37,4.36,2.67 +37048,0.35,Ideal,E,VVS1,61.9,56.0,967,4.55,4.53,2.81 +4253,0.91,Very Good,I,VS2,62.5,58.0,3579,6.13,6.19,3.85 +28125,0.36,Very Good,D,SI1,60.4,58.0,663,4.6,4.64,2.79 +9196,1.31,Premium,H,SI2,61.7,59.0,4548,7.03,6.98,4.32 +27715,0.36,Premium,E,SI2,61.5,58.0,648,4.61,4.56,2.82 +26105,2.29,Premium,G,SI2,62.4,60.0,15366,8.41,8.36,5.23 +902,0.79,Premium,E,VS2,60.6,53.0,2876,6.04,5.98,3.64 +50517,0.75,Premium,I,SI1,62.0,60.0,2273,5.8,5.75,3.57 +31278,0.32,Premium,I,VS2,62.2,59.0,449,4.35,4.37,2.71 +41987,0.43,Ideal,G,VVS1,60.5,57.0,1264,4.92,4.86,2.96 +14961,1.21,Good,G,VS1,63.7,57.0,6025,6.73,6.67,4.27 +41940,0.4,Ideal,F,VVS1,60.7,56.0,1263,4.77,4.79,2.9 +39735,0.4,Ideal,E,VS2,61.6,57.0,1092,4.73,4.75,2.92 +14599,1.23,Good,H,SI1,63.9,56.0,5889,6.81,6.77,4.34 +18465,1.07,Very Good,F,VS1,62.0,56.0,7513,6.51,6.55,4.05 +50104,0.71,Fair,I,VS2,64.7,60.0,2208,5.54,5.46,3.56 +18651,1.6,Ideal,F,SI2,62.8,56.0,7616,7.46,7.41,4.69 +36050,0.31,Very Good,G,IF,61.6,55.0,924,4.38,4.42,2.71 +49698,0.62,Very Good,E,VS1,60.1,56.0,2147,5.56,5.58,3.35 +17690,1.19,Premium,G,VS2,62.3,58.0,7130,6.82,6.77,4.23 +45649,0.29,Ideal,G,VS2,61.6,56.0,525,4.26,4.29,2.63 +6550,1.01,Very Good,I,SI1,63.4,62.0,4072,6.25,6.18,3.94 +33690,0.34,Ideal,E,VVS2,61.8,56.0,838,4.48,4.52,2.78 +21554,2.01,Premium,I,SI2,62.1,60.0,9658,8.1,8.03,5.01 +43970,0.27,Very Good,F,VS2,61.8,57.0,518,4.14,4.18,2.57 +4018,0.91,Good,H,SI1,63.8,60.0,3520,6.0,6.16,3.88 +2802,1.04,Premium,H,I1,61.6,61.0,3261,6.47,6.45,3.98 +31884,0.3,Ideal,G,VS1,59.9,56.0,776,4.41,4.37,2.63 +38256,0.26,Very Good,F,VS2,62.5,55.0,381,4.05,4.08,2.54 +44099,0.54,Premium,F,SI1,60.4,58.0,1555,5.29,5.2,3.17 +43328,0.54,Very Good,F,SI1,60.2,56.0,1404,5.28,5.39,3.21 +16081,1.2,Very Good,H,VS2,63.2,54.0,6423,6.73,6.78,4.27 +824,0.56,Very Good,D,VVS1,62.0,56.0,2866,5.25,5.3,3.27 +9070,1.13,Premium,G,SI2,60.0,61.0,4518,6.78,6.71,4.05 +44600,0.53,Ideal,G,VS2,62.5,55.0,1607,5.2,5.17,3.24 +18888,1.01,Ideal,F,VS1,62.0,57.0,7745,6.42,6.46,3.99 +19584,1.22,Ideal,G,VS2,61.4,56.0,8213,6.88,6.9,4.23 +4691,1.03,Premium,D,SI2,62.3,58.0,3675,6.5,6.4,4.03 +16749,1.01,Very Good,G,VS1,60.9,60.0,6669,6.47,6.43,3.93 +30447,0.3,Ideal,E,VVS2,61.2,61.0,731,4.3,4.33,2.64 +10326,1.07,Ideal,F,SI2,62.0,57.0,4764,6.6,6.49,4.06 +51113,0.83,Good,H,SI2,63.9,56.0,2337,5.99,5.93,3.81 +12191,1.05,Fair,F,SI1,64.6,57.0,5186,6.39,6.33,4.11 +30278,0.3,Very Good,D,SI2,61.2,60.0,447,4.28,4.31,2.63 +6865,1.01,Fair,F,SI2,58.2,61.0,4127,6.48,6.52,3.78 +47535,0.62,Very Good,I,VVS1,63.1,58.0,1871,5.4,5.44,3.42 +34937,0.23,Good,F,VS1,63.2,58.0,376,3.86,3.89,2.45 +34932,0.32,Very Good,J,SI1,63.0,58.0,374,4.32,4.35,2.73 +48487,0.55,Ideal,F,VS1,61.9,56.0,1980,5.29,5.25,3.26 +42202,0.51,Ideal,G,SI1,61.7,58.0,1287,5.12,5.15,3.17 +10808,1.08,Premium,F,SI1,62.1,58.0,4864,6.57,6.61,4.09 +31594,0.2,Premium,E,VS2,61.1,59.0,367,3.81,3.78,2.32 +31535,0.31,Very Good,E,VVS2,61.1,55.0,766,4.39,4.41,2.69 +50246,0.7,Ideal,G,SI2,61.3,58.0,2234,5.67,5.69,3.48 +51385,0.71,Very Good,E,SI2,63.1,56.0,2368,5.67,5.71,3.58 +7369,0.9,Fair,E,SI1,59.2,60.0,4220,6.17,6.22,3.67 +8814,1.02,Very Good,H,SI1,60.3,59.0,4476,6.44,6.5,3.9 +27179,2.31,Premium,J,VS1,62.3,61.0,17451,8.55,8.43,5.29 +51497,0.7,Fair,F,VS1,67.8,60.0,2381,5.5,5.39,3.69 +53847,0.82,Very Good,E,SI1,63.2,57.0,2741,5.92,5.97,3.76 +42493,0.52,Very Good,H,VS1,59.6,57.0,1320,5.25,5.34,3.15 +43050,0.5,Very Good,D,SI1,60.6,59.0,1376,5.08,5.12,3.09 +34788,0.4,Ideal,H,VVS2,62.1,57.0,877,4.69,4.74,2.93 +33642,0.38,Ideal,G,VS1,61.8,56.0,833,4.64,4.65,2.87 +42830,0.59,Premium,G,SI1,59.8,58.0,1355,5.48,5.43,3.26 +22394,1.55,Premium,I,VS1,58.2,60.0,10416,7.69,7.59,4.45 +33747,0.31,Ideal,F,VVS1,62.0,55.0,840,4.34,4.37,2.7 +53206,0.71,Premium,F,SI1,59.8,61.0,2633,5.81,5.79,3.47 +24725,2.03,Very Good,I,SI2,62.8,60.0,13063,7.99,8.05,5.04 +12300,1.09,Premium,H,SI1,61.6,57.0,5219,6.63,6.59,4.07 +40650,0.5,Ideal,E,SI2,62.5,57.0,1154,5.04,5.07,3.16 +14910,1.26,Very Good,G,SI2,61.3,55.0,6001,6.94,7.0,4.27 +7075,0.33,Premium,G,VS2,60.8,58.0,579,4.45,4.47,2.71 +33998,0.42,Ideal,H,VS1,62.4,57.0,847,4.76,4.79,2.98 +50300,0.32,Very Good,J,VVS1,60.2,60.0,544,4.42,4.49,2.68 +32713,0.31,Very Good,F,VS2,63.4,56.0,802,4.34,4.31,2.74 +46695,0.48,Ideal,G,IF,61.9,55.0,1791,5.03,5.08,3.13 +18505,1.02,Good,D,VS2,63.2,58.0,7539,6.36,6.4,4.03 +20080,1.5,Good,I,VS2,63.3,62.0,8555,7.08,7.19,4.52 +48434,0.51,Ideal,G,VVS2,60.1,56.0,1974,5.22,5.19,3.13 +43697,0.5,Good,D,SI1,63.6,54.0,1436,5.02,5.08,3.21 +7514,0.9,Good,F,SI1,61.8,63.0,4241,6.21,6.18,3.83 +43415,0.51,Ideal,E,VS2,60.8,56.0,1413,5.18,5.21,3.16 +45400,0.55,Ideal,H,VVS2,62.1,55.0,1668,5.25,5.28,3.27 +28077,0.38,Very Good,H,SI1,60.1,57.0,662,4.73,4.75,2.85 +4727,0.33,Premium,I,SI1,61.3,59.0,572,4.51,4.46,2.75 +21990,1.71,Premium,I,VS1,60.3,62.0,10055,7.76,7.7,4.66 +12098,1.13,Ideal,G,SI2,62.9,54.0,5164,6.72,6.67,4.21 +31269,0.32,Ideal,I,VS2,61.5,56.0,449,4.4,4.41,2.71 +46971,0.32,Ideal,I,VS1,60.9,56.7,529,4.41,4.44,2.69 +25608,2.04,Very Good,I,SI2,62.5,52.0,14477,8.02,8.17,5.06 +40712,0.62,Premium,H,SI2,61.0,62.0,1159,5.47,5.42,3.32 +33105,0.32,Ideal,E,VVS2,61.5,56.0,816,4.43,4.45,2.73 +221,0.76,Ideal,G,VS2,61.3,56.0,2782,5.9,5.94,3.63 +13102,1.17,Ideal,H,SI2,62.4,53.0,5423,6.74,6.76,4.21 +42239,0.54,Good,G,SI1,63.2,56.0,1292,5.16,5.19,3.27 +14661,1.05,Very Good,G,VS2,61.7,55.0,5917,6.5,6.56,4.03 +48355,0.56,Ideal,D,VS2,61.9,57.0,1963,5.26,5.3,3.27 +8991,1.28,Ideal,G,I1,61.6,57.0,4509,6.96,6.93,4.28 +1283,0.73,Ideal,F,SI1,61.6,55.0,2951,5.77,5.81,3.56 +22343,1.52,Ideal,I,VS1,60.7,60.0,10392,7.4,7.42,4.5 +20095,1.41,Premium,G,SI1,62.1,59.0,8572,7.23,7.13,4.46 +38109,0.36,Ideal,E,VS2,62.1,55.0,1013,4.58,4.54,2.83 +36625,0.23,Very Good,E,VVS2,60.6,55.0,478,4.02,4.07,2.45 +32530,0.35,Very Good,G,VVS2,62.8,58.0,798,4.44,4.48,2.8 +3006,0.72,Ideal,E,VS2,60.8,56.0,3304,5.81,5.84,3.54 +41705,0.53,Premium,H,SI1,59.4,60.0,1242,5.26,5.24,3.12 +41301,0.38,Ideal,E,VVS1,61.8,56.0,1211,4.67,4.62,2.87 +10449,1.0,Good,H,SI1,63.7,60.0,4788,6.33,6.3,4.02 +51011,0.73,Ideal,I,VS2,61.6,54.0,2327,5.81,5.84,3.59 +16925,1.51,Premium,I,SI1,62.2,61.0,6756,7.35,7.27,4.55 +49747,0.73,Ideal,E,SI2,62.1,57.0,2155,5.75,5.71,3.56 +12607,1.23,Good,J,VS2,63.6,57.0,5290,6.74,6.79,4.3 +8208,0.9,Ideal,H,VS2,62.5,53.0,4369,6.17,6.22,3.87 +22126,1.31,Ideal,G,VS1,60.5,57.0,10155,7.1,7.14,4.31 +25726,2.03,Fair,H,SI1,65.4,58.0,14646,7.91,7.88,5.16 +5035,1.03,Premium,H,SI2,62.7,62.0,3749,6.43,6.38,4.02 +40722,0.38,Ideal,E,VVS1,62.4,54.0,1160,4.64,4.66,2.9 +17016,1.2,Good,G,VS2,65.2,56.0,6793,6.61,6.67,4.33 +28990,0.42,Ideal,G,SI2,62.3,55.0,686,4.8,4.83,3.0 +28060,0.38,Ideal,E,SI1,62.1,55.0,660,4.64,4.67,2.89 +34657,0.31,Ideal,E,VS2,62.3,57.0,872,4.35,4.32,2.7 +41173,0.4,Ideal,G,VVS1,61.4,55.0,1200,4.76,4.72,2.91 +42700,0.52,Good,G,SI1,63.6,56.0,1338,5.09,5.07,3.23 +31876,0.3,Ideal,H,VVS2,62.6,55.0,776,4.28,4.25,2.67 +14281,1.16,Premium,F,VS2,60.5,59.0,5781,6.86,6.8,4.13 +49300,0.41,Premium,I,SI2,61.6,59.0,539,4.76,4.79,2.94 +39704,0.58,Fair,F,SI2,64.7,56.0,1088,5.31,5.24,3.41 +40172,0.38,Premium,D,VS2,61.5,62.0,1117,4.63,4.6,2.84 +22251,1.12,Ideal,G,VVS2,61.5,57.0,10305,6.65,6.67,4.1 +19646,1.54,Premium,I,SI1,60.9,59.0,8258,7.42,7.46,4.53 +8946,1.01,Very Good,G,SI2,63.7,57.0,4498,6.3,6.35,4.03 +32400,0.38,Ideal,I,VVS1,61.6,56.0,791,4.68,4.71,2.89 +45855,0.54,Premium,D,SI1,62.3,60.0,1715,5.22,5.18,3.24 +7416,1.1,Ideal,J,SI2,62.0,59.0,4226,6.58,6.61,4.09 +18183,1.14,Ideal,G,VS2,62.0,55.0,7371,6.68,6.77,4.17 +25929,2.03,Very Good,I,VS1,63.2,60.0,15086,8.01,7.98,5.05 +31207,0.32,Ideal,D,SI1,60.9,56.0,756,4.43,4.4,2.69 +40,0.33,Ideal,I,SI2,61.8,55.0,403,4.49,4.51,2.78 +8598,0.9,Very Good,F,SI2,61.0,61.0,4441,6.14,6.18,3.76 +53192,0.51,Very Good,F,VVS2,60.3,55.0,2633,5.22,5.26,3.16 +42915,0.51,Good,D,SI1,58.7,58.0,1363,5.21,5.25,3.07 +16107,1.01,Ideal,G,VS2,61.9,56.0,6439,6.41,6.45,3.98 +11272,1.14,Premium,D,SI2,60.3,58.0,4972,6.79,6.71,4.07 +8896,1.08,Premium,F,SI2,62.6,56.0,4488,6.61,6.55,4.12 +46732,0.55,Very Good,D,VS2,62.2,60.0,1796,5.2,5.25,3.25 +38835,0.4,Very Good,F,VVS2,60.9,52.0,1049,4.81,4.83,2.94 +25624,1.58,Ideal,F,SI1,61.9,55.0,14495,7.52,7.47,4.64 +44823,0.52,Ideal,F,VS2,61.3,57.0,1624,5.22,5.19,3.19 +3138,1.27,Ideal,I,I1,62.3,56.0,3328,6.91,6.86,4.29 +10055,0.26,Very Good,F,VVS1,61.2,60.0,591,4.13,4.14,2.53 +235,0.64,Ideal,D,VS1,61.5,56.0,2787,5.54,5.55,3.41 +43948,0.31,Ideal,E,SI1,62.1,55.0,516,4.33,4.36,2.7 +5051,0.31,Good,H,SI1,63.6,57.0,573,4.33,4.32,2.75 +33640,0.38,Premium,G,VS1,61.9,59.0,833,4.63,4.67,2.88 +121,0.71,Ideal,D,SI2,62.3,56.0,2762,5.73,5.69,3.56 +20065,0.31,Ideal,F,VS2,62.6,55.0,625,4.29,4.33,2.7 +34437,0.5,Premium,G,SI2,62.4,61.0,863,5.02,4.98,3.12 +31930,0.3,Ideal,F,VS2,62.0,55.0,776,4.33,4.31,2.68 +34572,0.31,Ideal,G,IF,62.5,56.0,871,4.33,4.37,2.71 +27233,1.38,Very Good,F,IF,58.2,60.0,17598,7.32,7.39,4.28 +38897,0.38,Ideal,F,VVS2,60.3,55.0,1052,4.69,4.79,2.86 +746,0.33,Premium,J,VS1,61.5,61.0,557,4.46,4.39,2.72 +50913,0.72,Premium,H,VS2,61.1,58.0,2318,5.78,5.74,3.52 +39457,0.39,Ideal,G,VS1,62.6,55.0,1077,4.69,4.66,2.93 +18278,1.25,Ideal,H,SI1,62.0,58.0,7423,6.86,6.89,4.26 +47855,0.51,Ideal,E,VS2,60.1,57.0,1909,5.23,5.19,3.13 +16709,0.32,Good,F,SI2,63.5,56.0,421,4.35,4.37,2.77 +41858,0.55,Ideal,F,SI2,61.1,56.0,1256,5.29,5.32,3.24 +11874,1.2,Very Good,I,VVS2,61.7,63.0,5107,6.72,6.7,4.13 +47061,0.59,Good,D,SI1,63.7,56.0,1821,5.35,5.32,3.4 +18368,0.39,Good,J,VS1,63.1,56.0,616,4.62,4.7,2.94 +6404,1.01,Premium,G,SI2,61.1,58.0,4038,6.39,6.37,3.9 +30224,0.33,Ideal,E,VS2,61.3,55.0,723,4.46,4.48,2.74 +45253,0.51,Ideal,G,VS2,62.3,54.0,1660,5.17,5.12,3.21 +36863,0.42,Ideal,E,VS2,62.4,55.0,958,4.79,4.8,2.99 +43825,0.51,Very Good,E,SI1,63.2,61.0,1443,5.08,5.05,3.2 +34982,0.34,Ideal,F,VS2,62.6,54.0,880,4.48,4.46,2.8 +16567,1.01,Premium,G,VS1,62.6,59.0,6618,6.43,6.38,4.01 +6644,0.9,Ideal,E,SI2,62.7,54.0,4091,6.13,6.21,3.87 +2956,0.72,Ideal,G,VVS2,61.0,56.0,3295,5.8,5.84,3.55 +45078,0.71,Good,J,VS2,63.5,64.0,1644,5.65,5.6,3.57 +26712,0.32,Premium,F,VS2,62.1,59.0,645,4.35,4.41,2.72 +29215,0.31,Ideal,F,VS1,61.6,56.0,695,4.33,4.36,2.68 +21056,0.31,Ideal,F,VS2,61.9,55.0,625,4.31,4.35,2.68 +40763,0.46,Very Good,I,VVS1,63.5,57.0,1164,4.91,4.85,3.1 +39232,0.38,Ideal,G,VVS1,61.6,57.0,1067,4.65,4.73,2.89 +40022,0.32,Ideal,E,VVS2,62.4,56.0,1109,4.43,4.39,2.75 +50159,0.52,Ideal,D,VVS2,59.9,57.0,2217,5.21,5.28,3.14 +11599,1.04,Ideal,G,SI2,62.4,54.0,5044,6.49,6.53,4.06 +43220,0.4,Ideal,E,VVS1,62.6,56.0,1397,4.73,4.7,2.95 +30439,0.32,Ideal,H,VVS1,61.9,55.0,730,4.37,4.38,2.71 +30934,0.24,Very Good,H,VVS2,61.4,57.0,449,4.02,4.04,2.47 +30227,0.33,Premium,E,VS2,61.5,59.0,723,4.42,4.46,2.73 +10478,0.93,Premium,G,VS1,62.1,59.0,4793,6.21,6.16,3.84 +10598,1.0,Good,G,SI1,63.9,60.0,4824,6.27,6.22,3.99 +18712,0.27,Very Good,D,VVS2,61.6,59.0,620,4.15,4.16,2.56 +35417,0.4,Very Good,G,SI1,60.0,63.0,900,4.8,4.76,2.87 +26745,3.01,Ideal,J,I1,65.4,60.0,16538,8.99,8.93,5.86 +12951,1.01,Ideal,H,SI1,61.7,57.0,5387,6.37,6.44,3.96 +14592,1.1,Ideal,H,VS2,61.3,56.0,5888,6.64,6.67,4.08 +32187,0.39,Ideal,H,VS2,61.6,56.0,788,4.68,4.71,2.89 +16799,1.06,Ideal,H,VVS2,61.8,60.0,6698,6.52,6.49,4.02 +38884,0.4,Premium,D,VS2,62.4,59.0,1050,4.72,4.7,2.94 +49063,0.72,Premium,F,SI2,61.7,58.0,2058,5.73,5.78,3.55 +45837,0.55,Ideal,E,VS2,59.8,57.0,1715,5.34,5.3,3.18 +29643,0.35,Premium,F,VS2,62.1,60.0,706,4.45,4.51,2.78 +34744,0.41,Ideal,G,SI1,61.8,55.0,876,4.8,4.81,2.97 +34691,0.3,Ideal,F,IF,60.4,60.0,873,4.32,4.35,2.62 +6208,1.01,Good,H,SI2,63.7,55.0,3999,6.32,6.37,4.04 +42854,0.41,Ideal,D,VVS2,62.3,55.0,1356,4.77,4.76,2.97 +33872,0.3,Ideal,E,VS2,61.8,57.0,844,4.34,4.3,2.67 +11343,1.01,Good,F,SI1,58.8,64.0,4989,6.58,6.51,3.85 +28080,0.4,Ideal,J,VVS2,62.5,53.0,662,4.74,4.79,2.98 +25772,1.51,Ideal,G,VS1,60.8,54.0,14733,7.4,7.48,4.52 +4605,0.73,Ideal,E,VS1,60.9,55.8,3660,5.8,5.85,3.55 +10081,1.07,Good,D,SI2,61.0,62.0,4710,6.6,6.68,4.05 +48890,0.71,Premium,G,SI2,60.8,60.0,2039,5.74,5.78,3.5 +18271,1.0,Premium,E,VS1,61.4,58.0,7420,6.44,6.42,3.95 +15182,1.21,Premium,I,SI1,61.7,56.0,6098,6.87,6.82,4.22 +11683,1.13,Ideal,G,SI2,61.1,54.0,5062,6.77,6.74,4.13 +15629,1.01,Premium,F,VS2,58.9,58.0,6271,6.59,6.51,3.86 +40199,0.52,Ideal,F,SI2,61.3,55.0,1121,5.18,5.2,3.18 +21387,0.34,Very Good,I,VVS1,61.9,58.0,626,4.43,4.52,2.77 +49501,0.55,Ideal,F,VS1,61.8,55.0,2119,5.28,5.3,3.27 +20642,1.5,Very Good,H,SI1,62.9,57.0,8931,7.24,7.28,4.57 +15949,1.13,Premium,G,VS2,62.7,57.0,6379,6.67,6.61,4.16 +11316,1.23,Ideal,J,VS2,61.8,56.0,4986,6.87,6.81,4.23 +42198,0.58,Good,E,SI1,59.3,64.0,1287,5.48,5.42,3.23 +44125,0.5,Premium,G,VS1,60.0,59.0,1559,5.12,5.18,3.09 +11763,1.08,Ideal,E,SI2,61.7,57.0,5080,6.6,6.55,4.06 +19410,1.01,Premium,D,VVS2,62.2,59.0,8065,6.36,6.3,3.94 +24544,1.72,Ideal,G,VS2,62.8,57.0,12830,7.65,7.58,4.78 +37188,0.32,Ideal,D,VVS1,61.8,56.0,973,4.4,4.37,2.71 +37974,0.33,Ideal,D,VS1,61.7,55.0,1007,4.48,4.5,2.77 +1338,0.73,Premium,F,VS1,61.9,56.0,2961,5.81,5.76,3.58 +26682,0.3,Very Good,J,VS1,61.1,61.0,427,4.33,4.38,2.66 +37420,0.39,Ideal,H,VS2,60.6,55.0,983,4.81,4.76,2.9 +41621,0.29,Very Good,E,VS1,61.8,59.0,504,4.21,4.27,2.62 +546,0.59,Ideal,E,VVS1,62.0,56.0,2829,5.36,5.38,3.33 +37393,0.5,Ideal,I,SI1,62.0,55.0,982,5.09,5.14,3.17 +13804,1.03,Fair,E,SI1,65.1,58.0,5624,6.35,6.24,4.1 +3026,0.66,Very Good,E,VVS1,61.8,55.0,3309,5.6,5.66,3.48 +35307,0.3,Ideal,I,VS1,62.5,54.0,473,4.29,4.32,2.69 +46043,0.5,Very Good,G,VVS2,61.3,57.0,1729,5.12,5.15,3.15 +51818,0.64,Ideal,F,VS2,61.1,56.0,2419,5.57,5.59,3.41 +16655,1.21,Ideal,F,SI1,61.1,55.0,6659,6.87,6.85,4.19 +27225,2.02,Very Good,I,VS2,63.1,55.0,17581,8.0,8.09,5.08 +21279,1.16,Ideal,F,VS2,61.4,56.0,9432,6.83,6.78,4.18 +43114,0.54,Ideal,F,SI1,61.6,55.0,1385,5.24,5.28,3.24 +25471,2.02,Premium,I,VS1,60.5,62.0,14238,8.18,8.15,4.94 +42385,0.46,Ideal,G,VVS2,62.4,54.4,1306,4.93,4.98,3.09 +12125,1.0,Very Good,D,VS2,63.4,59.0,5169,6.35,6.3,4.01 +46819,0.7,Fair,H,SI1,64.8,57.0,1808,5.49,5.59,3.59 +19460,2.01,Good,J,SI1,64.3,54.0,8104,8.05,7.95,5.14 +22267,1.69,Very Good,E,SI2,62.6,59.0,10317,7.53,7.61,4.74 +27224,2.02,Premium,G,SI1,61.8,58.0,17579,8.16,8.1,4.94 +28123,0.36,Very Good,D,SI1,60.1,57.0,663,4.62,4.66,2.79 +42172,0.53,Very Good,I,VS1,61.6,56.7,1286,5.18,5.21,3.2 +15813,1.24,Premium,H,SI1,60.1,58.0,6327,7.04,7.01,4.22 +21425,1.07,Ideal,G,IF,61.5,57.0,9532,6.59,6.54,4.04 +44850,0.71,Very Good,J,VS2,62.6,57.0,1626,5.64,5.7,3.55 +18039,0.35,Very Good,E,SI1,61.9,58.0,614,4.49,4.52,2.79 +18640,1.0,Very Good,E,VS2,61.0,59.0,7607,6.41,6.48,3.93 +52776,0.91,Premium,F,SI2,59.8,58.0,2564,6.29,6.26,3.75 +20990,1.02,Very Good,F,VVS2,60.9,56.0,9205,6.44,6.5,3.94 +20372,0.31,Premium,G,VS1,61.2,60.0,625,4.3,4.33,2.64 +1160,0.7,Very Good,F,VS1,64.5,58.0,2925,5.55,5.59,3.59 +23466,1.51,Very Good,E,SI1,62.8,59.0,11460,7.26,7.3,4.57 +26369,0.32,Very Good,F,VS2,59.5,61.0,645,4.42,4.46,2.64 +39705,0.4,Very Good,F,VS1,62.2,57.6,1089,4.74,4.76,2.96 +30754,0.25,Premium,F,VVS1,60.7,59.0,740,4.1,4.07,2.48 +21215,1.52,Ideal,I,SI1,61.4,57.0,9358,7.4,7.43,4.55 +11168,1.07,Premium,G,SI1,60.5,62.0,4949,6.69,6.6,4.02 +25427,2.01,Ideal,H,SI2,61.9,57.0,14167,8.09,8.06,5.0 +28472,0.32,Premium,H,VS1,61.6,59.0,672,4.39,4.37,2.7 +33343,0.41,Premium,G,VS2,59.7,59.0,827,4.81,4.84,2.88 +17351,1.22,Very Good,G,VS2,63.1,56.0,6962,6.82,6.8,4.3 +46772,0.7,Fair,H,SI1,65.0,59.0,1803,5.54,5.5,3.59 +49669,0.7,Ideal,I,VS1,63.0,54.0,2142,5.63,5.7,3.57 +37712,0.34,Premium,H,VVS1,61.2,60.0,995,4.5,4.46,2.74 +14486,1.25,Very Good,F,SI2,58.0,63.0,5851,7.16,7.06,4.13 +40387,0.42,Ideal,D,VVS2,61.7,57.0,1132,4.8,4.82,2.97 +18442,1.11,Very Good,G,VS1,61.5,57.6,7503,6.66,6.7,4.11 +41385,0.42,Ideal,F,VVS2,62.1,55.0,1221,4.81,4.79,2.98 +792,0.7,Very Good,D,SI1,62.5,55.0,2862,5.67,5.72,3.56 +40719,0.44,Ideal,G,VVS1,62.0,54.0,1160,4.89,4.91,3.04 +21895,1.61,Ideal,E,SI2,61.6,56.0,9961,7.54,7.62,4.67 +32812,0.34,Ideal,E,VS1,61.8,56.0,805,4.47,4.51,2.78 +2356,0.8,Ideal,D,SI2,61.5,58.0,3173,5.97,6.0,3.68 +24329,3.5,Ideal,H,I1,62.8,57.0,12587,9.65,9.59,6.03 +31939,0.3,Ideal,F,VS2,61.9,55.0,776,4.32,4.31,2.67 +48292,0.54,Ideal,G,VS1,61.6,56.0,1957,5.24,5.28,3.24 +44545,0.5,Very Good,E,VS2,60.9,58.0,1605,5.14,5.17,3.14 +33286,0.31,Very Good,D,SI2,62.8,53.0,462,4.35,4.37,2.74 +45734,0.52,Ideal,H,VS1,62.0,55.0,1699,5.15,5.19,3.2 +119,0.7,Ideal,E,VS2,60.7,58.0,2762,5.73,5.76,3.49 +31704,0.36,Premium,F,SI1,61.9,59.0,770,4.54,4.51,2.8 +3581,1.01,Premium,J,SI2,63.0,60.0,3421,6.38,6.31,4.0 +5676,0.8,Ideal,F,VS1,61.6,54.0,3884,5.99,5.95,3.68 +27344,2.2,Ideal,I,SI1,61.7,55.0,17895,8.37,8.41,5.18 +13143,1.01,Ideal,E,SI2,61.5,55.0,5437,6.44,6.51,3.98 +43520,0.59,Ideal,F,SI1,62.3,54.0,1424,5.37,5.41,3.36 +10738,0.33,Premium,I,VS2,61.1,59.0,594,4.44,4.4,2.7 +31518,0.34,Ideal,E,SI1,61.4,55.0,765,4.54,4.48,2.77 +40608,0.23,Ideal,F,VS2,61.5,55.0,498,3.93,3.97,2.43 +49559,0.6,Very Good,G,VVS2,62.2,56.0,2130,5.39,5.42,3.36 +39483,0.41,Ideal,E,VS1,62.7,57.0,1079,4.72,4.76,2.97 +25699,0.35,Premium,D,SI1,61.0,60.0,644,4.54,4.58,2.78 +15203,1.01,Premium,G,VS2,60.6,61.0,6108,6.4,6.33,3.86 +27197,1.14,Good,D,IF,61.7,63.0,17499,6.64,6.74,4.13 +17818,1.19,Ideal,H,VS1,62.1,54.0,7181,6.8,6.83,4.23 +52166,0.8,Good,H,SI2,58.4,61.0,2474,6.02,6.06,3.53 +42179,0.5,Good,G,SI1,63.9,57.0,1286,5.06,5.02,3.22 +51068,0.7,Ideal,E,SI2,61.0,55.0,2332,5.76,5.78,3.52 +24464,1.52,Very Good,G,VS2,61.6,56.0,12730,7.37,7.43,4.56 +47528,0.52,Ideal,D,VS2,62.1,57.0,1868,5.17,5.13,3.2 +1544,0.6,Ideal,G,VVS1,62.1,56.0,3001,5.42,5.43,3.37 +15541,1.21,Very Good,H,SI1,60.2,58.0,6229,6.89,6.93,4.16 +11306,0.71,Ideal,F,VVS1,61.1,54.0,4981,5.84,5.78,3.55 +29650,0.35,Premium,F,VS2,61.9,58.0,706,4.48,4.54,2.79 +34182,0.33,Premium,G,VS1,61.8,59.0,854,4.45,4.39,2.73 +33702,0.3,Ideal,E,VVS1,61.6,56.0,838,4.3,4.34,2.66 +11424,1.2,Ideal,J,SI1,62.1,55.0,5002,6.81,6.84,4.24 +16890,1.2,Ideal,G,SI1,62.2,58.0,6741,6.77,6.84,4.23 +4282,1.0,Fair,I,SI1,64.8,59.0,3584,6.23,6.14,4.01 +28301,0.32,Good,I,SI1,63.1,56.0,432,4.36,4.39,2.76 +20787,1.21,Ideal,G,VS1,62.2,56.0,9026,6.87,6.85,4.26 +52470,0.71,Good,H,VVS2,63.0,59.0,2517,5.64,5.67,3.56 +26517,2.12,Very Good,H,SI2,62.3,59.0,16151,8.15,8.19,5.09 +27500,2.2,Premium,G,SI1,60.5,55.0,18193,8.49,8.42,5.11 +44818,0.5,Premium,G,VS1,59.7,60.0,1624,5.11,5.14,3.06 +30216,0.33,Premium,E,VS2,60.7,58.0,723,4.47,4.49,2.72 +36198,0.47,Ideal,E,SI2,61.5,55.0,931,4.98,5.04,3.08 +50055,0.74,Premium,H,SI1,60.9,60.0,2201,5.81,5.75,3.52 +41406,0.4,Very Good,F,VVS1,63.3,57.0,1224,4.7,4.68,2.97 +45007,0.54,Premium,G,VS1,61.1,60.0,1637,5.23,5.28,3.21 +15359,1.05,Ideal,H,VS2,62.6,56.0,6165,6.45,6.5,4.05 +24822,1.63,Very Good,H,VVS1,59.1,58.0,13211,7.68,7.84,4.59 +2285,0.9,Good,H,SI2,63.4,60.0,3160,6.03,6.08,3.84 +20355,1.0,Good,E,VVS2,63.5,55.0,8750,6.31,6.36,4.02 +41946,0.35,Very Good,H,SI1,61.3,55.0,504,4.55,4.58,2.8 +9833,1.01,Premium,D,SI2,60.3,57.0,4672,6.56,6.51,3.94 +23716,0.25,Very Good,F,VVS2,60.1,57.0,633,4.1,4.13,2.47 +326,0.87,Very Good,G,SI2,59.9,58.0,2802,6.19,6.23,3.72 +39767,0.36,Ideal,E,VS1,62.4,55.0,1094,4.61,4.59,2.87 +36468,0.31,Ideal,H,VVS1,60.8,55.0,942,4.42,4.39,2.68 +46419,0.51,Very Good,G,VVS2,62.6,59.0,1768,5.08,5.11,3.19 +28568,0.3,Premium,H,VS1,62.3,58.0,675,4.28,4.26,2.66 +26648,2.05,Premium,H,SI2,62.5,58.0,16431,8.12,8.08,5.06 +1878,0.71,Ideal,E,VS2,62.2,57.0,3073,5.69,5.73,3.55 +13618,1.0,Premium,H,VS2,59.4,61.0,5572,6.51,6.46,3.85 +49846,0.74,Very Good,J,VS1,62.7,58.0,2170,5.75,5.8,3.62 +5364,1.01,Fair,G,SI2,59.8,66.0,3816,6.42,6.48,3.86 +4127,1.0,Fair,G,SI2,64.7,58.0,3541,6.24,6.19,4.02 +39484,0.41,Ideal,E,VS1,61.7,57.0,1079,4.76,4.8,2.95 +50709,0.77,Ideal,J,VS2,61.9,54.0,2292,5.89,5.94,3.66 +10325,1.03,Ideal,D,SI2,61.8,56.0,4764,6.51,6.46,4.01 +49341,0.58,Premium,G,VVS2,59.7,59.0,2095,5.45,5.4,3.24 +50879,0.7,Premium,G,VS2,62.1,60.0,2314,5.71,5.65,3.53 +43923,0.28,Very Good,D,VS1,62.4,56.0,514,4.15,4.18,2.6 +1888,0.71,Very Good,F,SI2,61.4,56.0,3075,5.71,5.73,3.51 +29620,0.3,Ideal,I,SI1,60.4,59.0,439,4.33,4.35,2.62 +6067,0.82,Ideal,E,SI1,61.9,56.0,3966,6.0,6.02,3.72 +12935,1.11,Very Good,F,SI1,60.1,61.0,5384,6.64,6.74,4.06 +33738,0.3,Very Good,E,VVS2,62.9,55.0,840,4.25,4.27,2.68 +298,0.8,Premium,F,SI2,61.0,57.0,2797,6.03,6.01,3.67 +22758,1.02,Premium,D,VVS2,61.4,58.0,10773,6.46,6.43,3.96 +48683,0.53,Ideal,G,VVS1,61.8,56.0,2005,5.18,5.2,3.21 +34237,0.4,Premium,D,SI2,59.9,60.0,855,4.78,4.74,2.85 +31302,0.32,Very Good,D,VS2,62.0,57.0,758,4.38,4.42,2.73 +29398,0.31,Premium,G,VS2,61.5,59.0,698,4.36,4.32,2.67 +50949,0.56,Ideal,G,IF,62.0,54.0,2321,5.3,5.32,3.29 +6436,0.91,Premium,G,SI1,62.6,58.0,4045,6.14,6.17,3.85 +43359,0.58,Very Good,G,SI1,59.3,58.0,1408,5.41,5.52,3.24 +51459,0.71,Ideal,I,SI1,61.4,56.0,2376,5.73,5.77,3.53 +53748,0.7,Very Good,D,SI1,61.1,61.0,2724,5.67,5.76,3.49 +47356,0.5,Premium,D,VS2,60.2,57.0,1845,5.21,5.15,3.12 +18805,1.51,Good,F,SI2,64.2,61.0,7695,7.24,7.19,4.63 +10762,1.01,Ideal,E,SI1,60.7,57.0,4853,6.52,6.49,3.95 +23093,1.13,Ideal,E,VVS2,61.4,57.0,11115,6.69,6.74,4.12 +4792,1.1,Premium,G,SI2,63.0,59.0,3696,6.5,6.47,0.0 +1696,0.91,Premium,H,SI1,63.0,57.0,3033,6.19,6.1,3.87 +30098,0.32,Ideal,H,VS1,61.9,55.0,720,4.42,4.4,2.73 +46102,0.55,Ideal,H,VVS1,60.5,57.0,1741,5.32,5.35,3.23 +29687,0.4,Very Good,F,SI1,61.5,60.0,707,4.77,4.7,2.91 +6365,0.32,Very Good,I,VS2,63.4,55.0,576,4.37,4.33,2.76 +36813,0.3,Good,G,IF,63.8,55.0,956,4.28,4.24,2.72 +47369,0.52,Very Good,D,VS2,62.9,59.0,1847,5.11,5.13,3.22 +4544,1.0,Very Good,I,SI1,63.3,54.0,3640,6.39,6.34,4.03 +636,0.95,Fair,G,SI1,66.7,56.0,2841,6.16,6.03,4.06 +27994,0.3,Ideal,E,VS2,62.2,56.0,658,4.28,4.3,2.67 +53801,0.9,Fair,I,VS1,68.7,62.0,2732,5.83,5.79,3.99 +46069,0.56,Good,E,VS2,61.4,62.0,1736,5.34,5.28,3.26 +679,0.74,Very Good,E,VS1,63.1,58.0,2849,5.75,5.73,3.62 +4968,0.91,Very Good,I,VS1,61.9,57.0,3734,6.19,6.24,3.85 +5242,0.92,Premium,F,SI2,61.8,58.0,3787,6.23,6.19,3.84 +27164,2.64,Ideal,H,SI2,62.3,55.0,17407,8.88,8.83,5.52 +48872,0.51,Premium,G,VVS2,60.9,61.0,2035,5.17,5.11,3.13 +28745,0.31,Ideal,E,VS2,61.7,55.0,680,4.33,4.36,2.68 +1110,0.8,Very Good,F,SI1,63.5,55.0,2914,5.86,5.89,3.73 +26310,2.02,Premium,I,VS2,62.9,59.0,15808,8.03,7.93,5.02 +43734,0.51,Ideal,G,VS2,62.4,56.0,1438,5.11,5.14,3.2 +7878,0.91,Good,H,VS2,59.9,61.0,4309,6.18,6.24,3.72 +23976,1.57,Premium,F,SI1,60.4,59.0,12112,7.57,7.54,4.56 +20103,1.9,Fair,H,SI2,67.1,64.0,8576,7.57,7.52,5.06 +30182,0.34,Ideal,G,VVS2,62.0,55.0,722,4.47,4.5,2.78 +27135,1.69,Good,G,VS1,58.1,58.0,17338,7.8,7.84,4.54 +38469,0.41,Ideal,E,VS1,62.2,55.0,1030,4.79,4.76,2.97 +34949,0.28,Very Good,I,VS2,61.9,57.0,379,4.16,4.19,2.58 +42287,0.23,Good,F,VVS2,62.8,61.0,505,3.92,3.95,2.47 +15909,1.04,Good,G,VS1,63.8,57.0,6360,6.42,6.37,4.08 +23893,2.0,Ideal,G,SI2,62.2,57.0,11988,8.13,8.0,5.02 +47045,0.5,Premium,D,VS2,59.7,57.0,1819,5.13,5.08,3.05 +14271,0.92,Very Good,D,SI1,60.8,58.0,5779,6.24,6.27,3.8 +31201,0.32,Ideal,D,SI1,59.3,55.0,756,4.53,4.51,2.68 +15571,1.0,Very Good,E,VS2,62.9,59.0,6245,6.27,6.38,3.98 +2608,0.9,Very Good,I,SI1,60.5,58.0,3220,6.22,6.27,3.78 +38034,0.32,Ideal,E,VVS2,61.3,55.0,1010,4.41,4.43,2.71 +12898,1.07,Ideal,I,VS1,62.0,53.0,5373,6.61,6.62,4.1 +7329,0.6,Ideal,D,VVS1,62.5,55.0,4209,5.42,5.4,3.38 +45549,0.51,Ideal,D,SI1,62.4,57.0,1687,5.13,5.09,3.19 +52726,0.74,Ideal,I,VS1,60.8,57.0,2557,5.86,5.88,3.57 +16301,1.01,Very Good,E,VS2,60.4,58.0,6522,6.47,6.6,3.95 +42115,0.54,Very Good,E,SI2,62.4,57.7,1278,5.19,5.2,3.25 +23092,2.25,Premium,I,SI2,61.9,59.0,11114,8.42,8.35,5.19 +19278,1.52,Premium,H,VS2,61.0,61.0,8001,7.45,7.38,4.52 +45264,0.54,Ideal,D,SI1,62.4,57.0,1662,5.19,5.23,3.25 +43097,0.51,Ideal,D,SI2,60.9,56.0,1383,5.18,5.2,3.16 +40458,0.5,Ideal,H,SI1,62.1,58.0,1140,5.04,5.07,3.14 +25672,1.34,Ideal,E,VVS2,62.6,54.0,14593,7.05,7.07,4.42 +1509,0.71,Very Good,G,VS1,59.3,55.0,2994,5.88,5.95,3.51 +9331,0.9,Good,F,VS1,63.5,57.0,4580,6.06,6.09,3.86 +50414,0.71,Good,G,VS2,64.1,56.0,2258,5.64,5.6,3.6 +9540,0.8,Ideal,D,VS1,62.4,56.0,4619,5.94,5.98,3.72 +42274,0.23,Very Good,E,VVS2,59.3,60.0,505,4.0,4.1,2.4 +30161,0.4,Good,D,SI1,63.3,57.0,720,4.68,4.71,2.97 +30924,0.34,Premium,E,VS2,61.9,58.0,745,4.43,4.45,2.75 +6557,0.9,Very Good,F,SI1,61.6,58.0,4074,6.12,6.26,3.81 +689,0.58,Very Good,E,IF,60.6,59.0,2852,5.37,5.43,3.27 +10017,1.13,Ideal,H,VS2,62.0,55.0,4708,6.68,6.65,4.13 +2809,0.88,Ideal,I,SI1,63.2,56.0,3264,6.04,6.09,3.83 +36519,0.3,Premium,F,VVS2,61.5,58.0,945,4.31,4.29,2.64 +29300,0.3,Ideal,I,VS2,61.5,58.0,438,4.28,4.31,2.64 +8344,1.02,Very Good,E,SI2,60.5,58.0,4398,6.54,6.58,3.97 +8358,1.02,Ideal,H,SI2,60.7,57.0,4398,6.54,6.51,3.96 +33670,0.38,Ideal,I,VVS2,62.0,55.0,836,4.65,4.67,2.89 +16455,1.21,Premium,H,SI1,59.8,58.0,6573,6.95,6.9,4.14 +17816,1.11,Premium,F,VS2,61.3,56.0,7179,6.68,6.63,4.08 +41775,0.49,Ideal,G,VS2,61.1,57.0,1246,5.12,5.09,3.12 +38385,0.42,Ideal,E,VS2,62.0,55.0,1024,4.82,4.8,2.98 +14089,1.35,Premium,J,SI1,61.1,61.0,5715,7.13,7.1,4.35 +31365,0.33,Ideal,F,VVS2,60.9,57.0,761,4.46,4.51,2.73 +35558,0.35,Premium,G,VS1,62.9,58.0,906,4.49,4.48,2.82 +22837,1.72,Premium,H,SI2,62.3,58.0,10869,7.71,7.6,4.77 +49765,0.53,Ideal,F,VVS2,60.8,56.0,2160,5.22,5.24,3.18 +6066,1.01,Very Good,G,SI2,63.0,58.0,3966,6.29,6.34,3.98 +13198,1.02,Very Good,H,SI1,61.0,59.0,5455,6.48,6.53,3.97 +34991,0.34,Premium,D,VS2,59.3,59.0,881,4.59,4.55,2.71 +4949,1.15,Good,J,SI2,63.8,60.0,3733,6.63,6.56,4.21 +16910,1.23,Ideal,H,SI1,61.7,55.0,6750,6.94,6.9,4.27 +17581,1.01,Very Good,F,VS1,62.5,60.0,7079,6.36,6.41,3.99 +25382,1.3,Premium,F,VVS1,59.3,59.0,14068,7.11,7.08,4.22 +25849,2.0,Premium,G,SI1,59.3,60.0,14918,8.19,8.13,4.84 +43116,0.52,Very Good,H,VS2,63.5,58.0,1385,5.12,5.11,3.25 +2840,0.9,Good,G,SI2,58.4,55.0,3269,6.34,6.39,3.72 +40261,0.33,Premium,G,SI1,62.3,59.0,492,4.39,4.44,2.75 +30943,0.24,Very Good,H,IF,61.3,56.0,449,4.04,4.06,2.48 +13642,1.1,Ideal,H,SI1,62.7,57.0,5583,6.6,6.63,4.15 +44811,0.5,Very Good,G,VS1,61.0,59.0,1624,5.09,5.14,3.12 +22034,0.34,Good,H,SI1,63.7,57.0,628,4.45,4.44,2.83 +33784,0.32,Very Good,G,VVS1,60.9,61.0,842,4.37,4.4,2.67 +29050,0.4,Premium,E,SI1,61.0,59.0,687,4.71,4.74,2.88 +19991,1.01,Ideal,F,VVS2,61.0,57.0,8532,6.46,6.52,3.96 +43675,0.5,Very Good,F,VS2,63.0,55.0,1436,5.04,5.09,3.19 +18197,1.57,Premium,I,VS2,60.8,59.0,7385,7.5,7.47,4.55 +10709,0.96,Fair,F,SI1,60.7,65.0,4849,6.43,6.28,3.86 +22707,0.35,Premium,I,VS2,62.9,57.0,630,4.53,4.5,2.84 +29219,0.34,Ideal,I,IF,61.6,54.0,695,4.5,4.53,2.78 +44432,0.64,Ideal,I,VS1,60.8,54.0,1589,5.55,5.6,3.39 +19946,1.07,Ideal,G,VVS2,61.8,55.0,8491,6.57,6.61,4.07 +35907,0.38,Premium,G,VS2,59.7,62.0,918,4.68,4.66,2.79 +42774,0.44,Ideal,G,IF,62.2,53.0,1348,4.9,4.94,3.06 +11282,1.03,Premium,E,SI2,62.0,59.0,4974,6.49,6.42,4.0 +13197,1.03,Very Good,I,VS1,62.9,53.0,5455,6.45,6.5,4.07 +879,1.0,Ideal,I,SI2,61.7,56.0,2873,6.45,6.41,3.97 +12487,1.05,Very Good,D,SI1,61.6,61.0,5255,6.5,6.55,4.02 +10171,1.3,Premium,H,SI2,60.4,61.0,4732,7.09,7.04,4.27 +31501,0.34,Ideal,G,VS2,62.2,53.0,765,4.51,4.46,2.79 +23658,1.55,Very Good,G,VS2,63.1,57.0,11703,7.36,7.31,4.63 +1722,0.32,Ideal,G,VS2,59.8,57.0,561,4.43,4.46,2.66 +43587,0.53,Very Good,E,SI1,63.6,57.0,1432,5.12,5.16,3.27 +13667,1.02,Premium,G,VS2,62.9,58.0,5593,6.41,6.37,4.02 +734,0.31,Ideal,I,VVS1,62.0,54.0,557,4.37,4.4,2.72 +23938,1.5,Premium,D,SI1,62.4,58.0,12069,7.27,7.31,4.55 +27726,2.01,Premium,G,SI1,60.3,59.0,18741,8.23,8.15,4.94 +26826,2.04,Ideal,I,SI1,61.0,57.0,16718,8.18,8.21,5.0 +21796,1.0,Very Good,F,VVS1,61.1,57.0,9870,6.36,6.51,3.93 +38782,0.31,Premium,H,IF,60.5,58.0,1046,4.44,4.38,2.67 +7152,0.9,Premium,D,SI1,61.8,59.0,4181,6.13,6.11,3.78 +38896,0.51,Fair,F,SI1,65.6,54.0,1052,5.07,5.02,3.31 +48992,0.72,Good,I,VS1,61.8,61.0,2048,5.67,5.72,3.53 +52283,0.85,Fair,I,SI1,65.8,65.0,2493,5.88,5.79,3.84 +26850,2.01,Premium,I,VS2,59.2,62.0,16778,8.17,8.14,4.83 +27868,0.38,Ideal,E,SI1,61.4,57.0,653,4.64,4.67,2.86 +40680,0.5,Premium,E,SI1,62.4,58.0,1155,5.06,5.01,3.14 +14826,1.24,Premium,I,SI1,58.9,59.0,5972,7.08,7.02,4.15 +21483,1.32,Ideal,G,VS2,61.1,57.0,9580,7.13,7.07,4.34 +23346,0.3,Ideal,G,SI2,61.4,56.0,422,4.33,4.34,2.66 +24207,1.52,Ideal,D,VS2,61.6,57.0,12392,7.42,7.35,4.55 +47359,0.5,Premium,H,IF,60.3,58.0,1846,5.14,5.18,3.11 +34956,0.3,Very Good,F,SI1,60.3,61.0,471,4.31,4.34,2.61 +49089,0.53,Premium,E,VS2,59.6,58.0,2061,5.36,5.32,3.18 +33943,0.31,Ideal,H,SI1,61.1,57.0,464,4.38,4.42,2.69 +22591,1.52,Ideal,I,VS1,62.4,57.0,10641,7.32,7.36,4.58 +26794,2.0,Good,H,SI1,63.6,58.0,16650,7.96,7.87,5.03 +36275,0.3,Ideal,G,SI1,62.2,57.0,477,4.26,4.29,2.66 +11584,1.5,Fair,I,I1,65.1,59.0,5040,7.12,6.96,4.58 +25753,1.52,Very Good,D,VS2,61.9,56.0,14698,7.31,7.35,4.54 +38451,0.31,Ideal,E,VVS1,62.4,56.0,1028,4.37,4.35,2.72 +13116,1.31,Good,H,SI2,64.1,57.0,5429,6.9,6.84,4.41 +25266,1.71,Very Good,H,VS1,62.0,56.0,13904,7.64,7.68,4.75 +28070,0.39,Very Good,F,SI1,60.0,55.0,661,4.76,4.79,2.86 +39409,0.41,Premium,F,VS1,60.7,56.0,1076,4.82,4.77,2.91 +41152,0.45,Good,D,VS2,63.7,61.0,1197,4.81,4.73,3.04 +1529,0.87,Premium,F,SI2,61.6,58.0,2999,6.14,6.1,3.77 +10044,0.31,Ideal,J,SI1,61.3,56.0,418,4.37,4.4,2.69 +22932,1.7,Ideal,I,SI1,60.4,58.0,10967,7.73,7.67,4.65 +2693,0.9,Premium,G,SI2,62.1,58.0,3246,6.13,6.08,3.79 +53312,0.72,Ideal,I,VS2,61.2,57.0,2650,5.75,5.79,3.53 +89,0.24,Premium,H,VVS2,60.7,58.0,554,4.07,4.04,2.46 +4934,0.91,Fair,D,SI1,65.2,57.0,3730,6.08,6.04,3.95 +51634,0.31,Very Good,H,VS1,61.4,61.0,544,4.33,4.36,2.67 +28653,0.3,Premium,E,SI1,60.0,60.0,675,4.38,4.36,2.62 +4571,0.76,Ideal,H,VVS1,61.9,54.0,3648,5.87,5.9,3.64 +49521,0.61,Very Good,H,VS1,60.1,56.0,2123,5.55,5.59,3.35 +42933,0.32,Premium,H,VS2,60.5,59.0,505,4.39,4.43,2.67 +12070,1.02,Very Good,F,SI1,60.7,59.0,5155,6.49,6.55,3.96 +12584,1.07,Ideal,H,SI1,61.0,56.0,5281,6.6,6.68,4.05 +10291,1.0,Good,G,SI1,57.2,59.0,4758,6.66,6.62,3.8 +45328,0.32,Ideal,H,VS1,62.1,55.0,524,4.39,4.4,2.73 +51514,0.7,Fair,G,VS1,56.2,65.0,2384,5.93,5.88,3.32 +22863,1.63,Good,F,SI1,57.7,60.0,10901,7.71,7.79,4.47 +43630,0.43,Premium,G,IF,61.1,58.0,1433,4.86,4.89,2.98 +7643,1.03,Very Good,H,SI2,62.3,57.0,4268,6.43,6.48,4.02 +49836,0.82,Premium,J,SI1,61.2,58.0,2168,5.99,6.04,3.68 +46296,0.3,Very Good,E,SI1,61.7,56.0,526,4.27,4.29,2.64 +37249,0.51,Very Good,J,SI1,63.2,56.0,977,5.06,5.1,3.21 +30012,0.42,Very Good,F,SI1,63.1,56.0,717,4.77,4.8,3.02 +36665,0.36,Ideal,E,VS2,61.8,56.0,949,4.57,4.59,2.83 +14075,1.03,Ideal,E,SI1,62.0,53.0,5710,6.5,6.47,4.02 +33433,0.32,Premium,G,VS1,60.6,60.0,828,4.44,4.4,2.68 +45754,0.61,Premium,G,VS1,61.7,60.0,1704,5.46,5.4,3.35 +17880,1.5,Good,G,SI2,63.7,58.0,7216,7.15,7.22,4.58 +41764,0.38,Ideal,E,VVS1,62.4,53.2,1245,4.62,4.66,2.9 +26084,1.54,Premium,E,VS2,62.7,58.0,15316,7.37,7.33,4.61 +31069,0.33,Ideal,G,VVS2,60.1,57.0,752,4.48,4.51,2.7 +7099,0.71,Ideal,F,VVS2,62.2,56.0,4167,5.7,5.74,3.56 +16388,1.18,Premium,F,SI1,62.3,59.0,6542,6.75,6.67,4.18 +8034,0.91,Very Good,F,SI2,62.5,58.0,4334,6.1,6.16,3.83 +19494,1.23,Premium,G,VS2,61.1,57.0,8128,6.96,6.91,4.24 +43280,0.3,Premium,G,SI2,62.3,59.0,506,4.29,4.25,2.66 +47672,0.51,Ideal,D,VS2,61.7,55.0,1882,5.14,5.11,3.16 +23942,1.68,Ideal,G,SI1,61.6,55.0,12075,7.69,7.64,4.72 +45170,0.73,Premium,J,VS2,62.8,58.0,1654,5.77,5.71,3.6 +32910,0.42,Ideal,D,SI1,62.0,55.0,810,4.83,4.84,3.0 +34857,0.3,Ideal,G,VVS2,62.7,57.0,878,4.32,4.26,2.69 +16363,0.33,Ideal,D,SI1,62.5,54.0,608,4.43,4.44,2.77 +1308,0.74,Very Good,H,VS1,61.4,56.0,2956,5.81,5.84,3.57 +18107,1.33,Ideal,I,VS2,62.6,55.0,7325,7.01,7.05,4.4 +20911,1.24,Ideal,G,VS1,60.1,58.0,9123,7.03,6.97,4.21 +40233,0.41,Ideal,G,VVS1,61.5,57.0,1123,4.79,4.82,2.95 +18091,1.27,Very Good,I,VS2,59.2,60.0,7312,7.11,7.08,4.2 +34777,0.41,Premium,D,SI2,62.7,58.0,876,4.78,4.75,2.99 +21562,1.5,Very Good,H,SI1,60.7,63.0,9660,7.3,7.27,4.42 +28397,0.33,Premium,H,VS2,61.7,59.0,668,4.42,4.39,2.72 +25911,2.22,Very Good,I,SI2,62.9,59.0,15047,8.2,8.24,5.17 +36366,0.33,Ideal,F,VVS1,60.6,56.0,939,4.47,4.51,2.72 +40517,0.44,Ideal,I,VVS1,60.9,56.0,1145,4.9,4.96,3.0 +2422,0.91,Very Good,J,SI2,62.0,56.0,3181,6.18,6.23,3.85 +23057,1.5,Premium,H,VS1,62.1,59.0,11088,7.27,7.31,4.53 +25414,1.56,Premium,G,VS1,60.9,58.0,14139,7.49,7.53,4.57 +21843,1.0,Premium,F,VVS1,61.0,60.0,9901,6.43,6.39,3.91 +26912,1.54,Premium,D,VS2,62.7,59.0,16921,7.33,7.29,4.58 +17136,1.28,Ideal,I,VS2,61.6,57.0,6838,7.01,6.98,4.31 +17918,1.7,Very Good,H,SI2,63.5,58.0,7235,7.5,7.43,4.74 +44120,0.5,Premium,E,VS2,62.7,59.0,1559,5.02,5.06,3.16 +29558,0.33,Ideal,F,SI1,60.6,56.0,705,4.49,4.46,2.71 +2098,0.77,Ideal,G,VS2,62.1,56.0,3114,5.85,5.88,3.64 +27313,2.02,Premium,E,SI2,59.8,58.0,17825,8.2,8.16,4.89 +52473,0.7,Premium,E,SI1,61.9,60.0,2518,5.67,5.6,3.49 +10232,1.06,Ideal,I,SI1,61.9,54.0,4745,6.56,6.59,4.07 +37805,0.35,Very Good,G,IF,60.5,56.0,1001,4.56,4.6,2.77 +9869,1.03,Ideal,G,SI1,62.4,57.0,4679,6.47,6.52,4.05 +17192,1.0,Very Good,G,VS1,59.4,59.0,6867,6.52,6.54,3.88 +21190,1.61,Premium,I,VS2,58.4,59.0,9341,7.73,7.68,4.5 +14346,1.22,Ideal,H,SI2,61.7,56.0,5807,6.91,6.83,4.24 +42711,0.56,Ideal,F,SI1,61.4,57.0,1340,5.28,5.3,3.25 +46188,0.71,Good,I,VS2,64.0,59.0,1748,5.55,5.61,3.57 +49387,0.73,Premium,H,SI2,61.2,58.0,2102,5.84,5.8,3.56 +22334,1.35,Ideal,G,VS1,61.5,56.0,10378,7.15,7.12,4.39 +9771,1.11,Premium,H,SI2,61.6,60.0,4662,6.67,6.6,4.09 +11497,1.0,Good,I,VS1,63.7,56.0,5018,6.34,6.32,4.03 +23396,0.36,Premium,E,SI1,60.9,60.0,631,4.56,4.61,2.79 +21645,1.24,Premium,D,VS2,59.3,58.0,9738,7.03,7.09,4.19 +41125,0.6,Premium,D,SI2,62.0,57.0,1196,5.43,5.35,3.34 +4257,0.71,Very Good,E,VVS2,61.5,61.0,3580,5.7,5.75,3.52 +7317,1.02,Very Good,F,SI2,60.0,60.0,4207,6.53,6.57,3.93 +47074,0.52,Ideal,D,VS2,62.3,56.0,1822,5.11,5.16,3.2 +20527,1.52,Premium,I,SI1,60.5,60.0,8852,7.48,7.4,4.5 +30609,0.34,Very Good,G,SI2,62.8,59.0,447,4.45,4.47,2.8 +23303,1.03,Premium,D,VVS2,60.1,58.0,11335,6.55,6.6,3.95 +47595,0.53,Premium,D,VS2,62.4,59.0,1877,5.18,5.14,3.22 +32797,0.39,Very Good,I,VVS1,61.3,58.0,805,4.74,4.78,2.92 +6636,1.0,Premium,H,SI2,63.0,61.0,4088,6.35,6.31,3.99 +51452,0.6,Premium,H,VS1,60.8,59.0,2376,5.49,5.43,3.32 +47022,0.56,Premium,E,VS2,61.8,59.0,1819,5.27,5.34,3.28 +36246,0.41,Ideal,E,VS2,61.8,57.0,935,4.76,4.78,2.95 +28770,0.31,Ideal,E,VS2,62.3,57.0,680,4.32,4.35,2.7 +32078,0.33,Ideal,D,VS2,62.1,54.0,781,4.43,4.46,2.76 +2611,1.15,Premium,H,SI2,60.4,58.0,3220,6.8,6.75,4.09 +17092,1.34,Premium,H,SI1,62.4,57.0,6814,7.07,6.96,4.38 +37101,0.41,Good,E,SI1,63.9,58.0,969,4.72,4.7,3.01 +7987,1.01,Good,G,SI1,63.2,55.0,4326,6.32,6.4,4.02 +27056,0.28,Premium,H,VVS1,59.9,62.0,646,4.28,4.23,2.55 +41628,0.24,Ideal,H,IF,62.1,57.0,504,4.0,4.04,2.5 +28056,0.42,Ideal,D,SI2,62.0,54.0,660,4.8,4.85,2.99 +23684,1.55,Premium,H,VS2,60.7,59.0,11738,7.46,7.5,4.54 +39286,0.3,Ideal,H,VS2,61.9,57.0,491,4.28,4.31,2.66 +8925,1.01,Good,H,SI1,62.9,57.0,4496,6.27,6.36,3.97 +7998,1.01,Premium,G,SI2,62.7,58.0,4327,6.44,6.38,4.02 +25195,2.07,Premium,E,SI2,58.9,61.0,13786,8.45,8.35,4.95 +30032,0.39,Very Good,J,VVS1,61.8,56.0,718,4.64,4.71,2.89 +45201,0.51,Premium,E,VS2,60.3,59.0,1656,5.2,5.22,3.14 +15223,1.07,Premium,D,SI1,60.2,55.0,6112,6.68,6.64,4.01 +16730,0.3,Premium,D,VS1,60.2,59.0,610,4.39,4.42,2.65 +22581,1.5,Very Good,G,SI1,63.6,58.0,10633,7.14,7.29,4.59 +26550,1.01,Premium,D,IF,61.6,56.0,16234,6.46,6.43,3.97 +29121,0.3,Good,D,VVS2,64.2,55.0,689,4.23,4.28,2.73 +14191,1.02,Very Good,G,VS2,63.5,56.0,5758,6.43,6.38,4.07 +17576,1.02,Ideal,G,VS1,61.1,56.0,7077,6.51,6.54,3.99 +44146,0.5,Premium,E,SI1,61.0,61.0,1562,5.11,5.09,3.11 +16357,0.3,Premium,H,VS2,62.5,59.0,608,4.28,4.23,2.66 +28532,0.33,Ideal,I,IF,62.0,54.0,675,4.46,4.48,2.77 +28188,0.4,Very Good,H,SI1,62.6,57.0,666,4.66,4.7,2.93 +25803,2.01,Fair,G,SI2,63.8,59.0,14799,7.77,7.87,4.99 +25921,2.0,Good,I,SI1,63.0,61.0,15072,7.93,7.97,5.01 +4302,0.7,Premium,G,IF,62.2,58.0,3591,5.63,5.69,3.52 +5683,0.94,Very Good,E,SI2,62.0,58.0,3886,6.23,6.29,3.88 +44026,0.51,Ideal,E,SI1,61.3,55.0,1546,5.17,5.11,3.15 +23202,2.04,Premium,J,VS2,60.9,59.0,11209,8.25,8.21,5.01 +25153,1.56,Ideal,G,SI1,60.4,56.0,13724,7.51,7.55,4.55 +49047,0.51,Ideal,D,VS2,61.6,57.0,2056,5.19,5.14,3.18 +1016,0.74,Ideal,E,VS2,61.9,57.0,2901,5.81,5.78,3.59 +13671,1.17,Very Good,G,SI2,61.2,58.0,5595,6.84,6.86,4.19 +43135,0.56,Premium,D,SI2,60.4,58.0,1388,5.32,5.37,3.23 +11058,0.4,Ideal,H,SI2,61.9,58.0,596,4.71,4.73,2.92 +31608,0.3,Premium,J,VS2,60.6,59.0,368,4.34,4.38,2.64 +16686,0.31,Ideal,H,SI2,61.3,55.0,421,4.35,4.38,2.67 +6215,1.03,Good,G,SI2,63.7,60.0,4001,6.35,6.28,4.02 +9344,1.03,Ideal,G,SI2,61.8,55.0,4582,6.46,6.51,4.01 +33592,0.37,Premium,H,VS1,60.9,60.0,833,4.63,4.6,2.81 +47266,0.65,Good,F,SI1,58.1,61.0,1843,5.66,5.74,3.31 +16756,1.45,Very Good,J,VS2,62.8,57.0,6671,7.14,7.17,4.49 +50305,0.33,Very Good,F,SI1,61.2,58.1,544,4.48,4.51,2.75 +48920,0.7,Very Good,J,VVS1,63.3,55.0,2042,5.63,5.68,3.58 +7334,0.9,Very Good,G,VS2,61.0,60.0,4210,6.21,6.24,3.8 +37770,0.41,Premium,E,VS2,62.1,58.0,999,4.78,4.75,2.96 +8000,1.01,Premium,G,SI2,61.9,59.0,4327,6.46,6.39,3.98 +46494,0.52,Ideal,F,VS1,62.0,57.0,1778,5.13,5.16,3.19 +8176,1.05,Premium,F,SI2,62.8,55.0,4363,6.55,6.48,4.09 +25183,1.52,Premium,G,VS2,62.8,60.0,13768,7.26,7.22,4.55 +3467,0.85,Ideal,I,SI1,61.4,56.0,3392,6.06,6.12,3.74 +15176,1.01,Premium,F,VS2,62.0,59.0,6097,6.45,6.38,3.98 +12340,1.02,Premium,G,SI1,58.9,59.0,5226,6.59,6.55,3.87 +11042,0.33,Ideal,G,SI2,60.2,57.0,594,4.5,4.47,2.7 +19813,1.6,Ideal,I,SI2,61.9,57.0,8377,7.48,7.51,4.64 +52965,0.24,Very Good,F,IF,60.0,57.0,552,4.07,4.1,2.45 +14010,1.01,Good,D,SI1,58.4,62.0,5700,6.48,6.5,3.79 +41866,0.38,Premium,F,VVS1,61.6,58.0,1257,4.65,4.61,2.85 +21200,1.51,Ideal,I,SI1,62.6,55.0,9344,7.37,7.26,4.58 +12292,1.23,Ideal,J,VS2,61.5,57.0,5217,6.9,6.95,4.26 +8053,0.23,Very Good,F,VVS2,61.5,56.0,583,3.95,4.0,2.44 +6818,1.01,Premium,G,SI1,63.0,60.0,4118,6.34,6.3,3.98 +18925,1.42,Ideal,J,VVS2,61.9,55.0,7773,7.19,7.24,4.47 +8531,0.9,Very Good,H,VS1,62.5,58.0,4428,6.09,6.13,3.82 +16887,1.26,Ideal,G,SI1,59.6,57.0,6738,7.08,7.04,4.21 +20252,1.59,Ideal,J,VS2,62.9,58.0,8681,7.45,7.39,4.66 +51833,0.58,Ideal,D,VVS2,63.0,56.0,2421,5.35,5.28,3.35 +10981,1.13,Ideal,H,SI2,61.6,55.0,4911,6.68,6.72,4.13 +37799,0.35,Ideal,E,VVS1,61.7,54.0,1000,4.56,4.58,2.82 +3710,1.0,Premium,E,SI2,58.5,59.0,3450,6.62,6.51,3.84 +28046,0.29,Very Good,G,VS1,58.1,59.0,660,4.39,4.42,2.56 +33654,0.39,Premium,E,SI2,63.0,61.0,834,4.65,4.62,2.92 +42080,0.57,Very Good,G,SI1,60.4,58.0,1273,5.37,5.42,3.26 +26321,2.4,Fair,J,SI2,65.4,56.0,15824,8.35,8.29,5.44 +5099,0.91,Very Good,H,SI2,63.3,58.0,3756,6.11,6.06,3.85 +45817,0.5,Ideal,D,VS2,61.9,59.0,1712,5.07,5.1,3.15 +18801,1.06,Very Good,G,VVS2,62.9,56.0,7695,6.56,6.6,4.14 +13824,1.11,Ideal,H,VS2,64.0,58.0,5632,6.52,6.46,4.16 +15371,0.3,Premium,F,VS2,60.6,60.0,605,4.36,4.39,2.65 +43483,0.38,Very Good,E,IF,59.5,57.0,1421,4.77,4.84,2.86 +9034,0.36,Ideal,H,VS2,61.0,57.0,587,4.59,4.63,2.81 +47969,0.52,Ideal,D,VS2,61.8,55.0,1919,5.19,5.16,3.2 +22768,1.01,Ideal,E,VVS1,61.8,54.0,10789,6.43,6.49,3.99 +2367,1.5,Fair,H,I1,69.3,61.0,3175,6.99,6.81,4.78 +47678,0.51,Ideal,D,VS2,61.8,55.0,1882,5.16,5.1,3.17 +37330,0.45,Fair,E,VS2,66.9,60.0,980,4.78,4.71,3.18 +53497,0.73,Premium,G,VS1,63.0,57.0,2683,5.75,5.67,3.6 +25064,1.83,Very Good,I,VS1,61.9,57.0,13587,7.85,7.91,4.88 +37304,0.7,Fair,G,I1,68.3,56.0,978,5.52,5.4,3.73 +24121,1.52,Good,F,VS2,57.8,59.0,12283,7.58,7.5,4.36 +13440,1.46,Premium,I,SI2,62.4,59.0,5519,7.21,7.16,4.49 +5366,0.91,Fair,H,SI1,64.7,56.0,3816,6.1,6.07,3.94 +41648,0.5,Fair,E,SI1,61.7,68.0,1238,5.09,5.03,3.12 +8770,1.04,Premium,G,SI1,62.8,57.0,4467,6.5,6.41,4.05 +45705,0.56,Ideal,I,VVS1,62.0,57.0,1698,5.33,5.29,3.29 +23120,1.28,Ideal,G,VVS1,62.1,56.0,11147,6.93,6.96,4.31 +48170,0.79,Good,F,SI2,64.3,60.0,1943,5.82,5.75,3.72 +6920,1.0,Good,H,SI1,56.8,65.0,4138,6.61,6.49,3.72 +46969,0.32,Ideal,I,VS1,61.7,55.6,529,4.41,4.43,2.73 +10749,1.02,Ideal,F,SI2,62.6,56.0,4851,6.38,6.44,4.01 +17957,2.31,Fair,G,I1,67.4,56.0,7257,8.05,7.99,5.41 +1594,0.8,Ideal,I,VS1,60.7,59.0,3010,5.98,6.02,3.64 +41849,0.58,Ideal,H,SI1,62.2,57.0,1255,5.34,5.37,3.33 +13139,1.05,Ideal,E,SI1,62.1,57.0,5436,6.48,6.5,4.03 +29854,0.3,Very Good,D,VS2,62.9,56.0,710,4.24,4.28,2.68 +17654,1.21,Very Good,H,VS2,59.1,59.0,7113,6.95,6.99,4.12 +5926,0.92,Premium,E,SI2,62.1,58.0,3941,6.22,6.18,3.85 +28168,0.32,Ideal,G,VS1,61.6,55.0,665,4.43,4.5,2.75 +29126,0.4,Ideal,D,SI1,60.6,57.0,690,4.75,4.82,2.9 +101,0.75,Very Good,D,SI1,63.2,56.0,2760,5.8,5.75,3.65 +46792,0.5,Very Good,G,VVS2,63.4,57.0,1806,5.1,5.06,3.22 +45286,0.52,Ideal,G,VS1,60.9,56.0,1662,5.2,5.24,3.18 +7058,0.33,Ideal,E,SI1,62.4,56.0,579,4.41,4.43,2.76 +2686,0.81,Very Good,E,SI1,61.9,58.0,3243,5.92,5.97,3.68 +17471,1.05,Very Good,G,VS1,62.3,56.0,7010,6.45,6.51,4.04 +3828,0.7,Ideal,D,SI1,61.8,55.0,3471,5.72,5.74,3.54 +21464,1.52,Premium,D,SI2,60.6,62.0,9561,7.42,7.37,4.48 +39567,0.44,Very Good,F,VS1,61.2,61.0,1081,4.83,4.88,2.97 +13598,1.18,Very Good,G,SI2,62.4,56.0,5562,6.8,6.83,4.25 +22428,1.07,Ideal,E,VVS2,61.8,54.0,10453,6.56,6.61,4.07 +53912,0.57,Premium,E,IF,59.8,60.0,2753,5.43,5.38,3.23 +18029,1.09,Ideal,G,VS2,62.8,57.0,7292,6.54,6.58,4.12 +24201,2.0,Premium,G,SI2,60.3,57.0,12388,8.25,8.06,4.92 +932,0.72,Ideal,D,SI1,61.8,56.0,2883,5.75,5.81,3.57 +32585,0.31,Ideal,G,IF,62.0,54.0,801,4.35,4.39,2.71 +14743,1.21,Ideal,H,SI1,62.0,56.0,5936,6.86,6.81,4.24 +19559,1.5,Premium,I,SI1,58.6,62.0,8190,7.46,7.43,4.36 +9030,1.05,Ideal,I,SI1,62.1,59.0,4516,6.5,6.47,4.03 +30090,0.32,Premium,H,VS1,60.5,59.0,720,4.42,4.41,2.67 +17598,1.21,Ideal,I,VVS1,61.6,55.0,7086,6.88,6.8,4.21 +41231,0.43,Ideal,D,VS1,61.6,56.0,1207,4.85,4.86,2.99 +19944,1.5,Premium,H,SI2,62.3,60.0,8490,7.22,7.3,4.52 +51650,0.26,Very Good,G,VVS1,61.8,57.0,545,4.06,4.1,2.52 +50839,0.51,Premium,F,VVS2,61.9,56.0,2310,5.17,5.13,3.19 +35178,0.31,Ideal,G,IF,61.8,55.0,891,4.35,4.39,2.7 +5435,0.53,Very Good,D,IF,59.8,60.0,3827,5.22,5.28,3.14 +52280,0.81,Very Good,G,SI2,62.9,56.9,2493,5.89,5.96,3.73 +24404,1.51,Premium,E,SI1,61.5,58.0,12644,7.38,7.33,4.52 +36178,0.52,Ideal,J,SI1,62.0,54.0,930,5.15,5.18,3.2 +34326,0.39,Premium,E,SI1,59.1,59.0,860,4.81,4.76,2.83 +3893,0.9,Very Good,I,VS2,63.4,57.0,3489,6.07,6.1,3.86 +30185,0.31,Ideal,E,VS1,61.2,55.0,722,4.4,4.43,2.7 +36541,0.4,Premium,F,SI1,61.2,58.0,945,4.74,4.71,2.89 +32623,0.31,Ideal,H,SI1,61.5,56.5,457,4.34,4.36,2.67 +48907,0.62,Very Good,F,VS2,59.8,58.0,2041,5.55,5.59,3.33 +43404,0.46,Ideal,G,VVS1,61.5,55.0,1412,4.97,5.01,3.07 +26992,2.05,Premium,E,SI2,59.7,59.0,17081,8.27,8.39,4.97 +40688,0.5,Fair,F,SI2,61.1,67.0,1156,5.07,5.04,3.09 +37183,0.48,Premium,H,SI2,58.5,59.0,972,5.16,5.13,3.01 +53675,0.71,Very Good,G,SI1,60.0,59.0,2711,5.76,5.8,3.47 +13441,1.06,Very Good,F,SI1,63.4,58.0,5520,6.51,6.42,4.1 +10246,1.01,Good,H,SI1,63.4,59.0,4749,6.28,6.34,4.0 +39983,0.41,Ideal,I,VVS1,61.8,55.0,1107,4.79,4.76,2.95 +41267,0.31,Ideal,I,VS1,62.5,53.4,502,4.31,4.34,2.7 +49217,0.54,Ideal,G,VVS1,62.2,56.0,2080,5.18,5.23,3.24 +8083,1.01,Premium,D,SI2,61.8,57.0,4338,6.47,6.42,3.98 +27912,0.26,Very Good,F,VVS1,62.0,55.0,657,4.08,4.13,2.54 +35366,0.38,Premium,H,VS2,60.9,60.0,898,4.67,4.62,2.83 +42199,0.56,Ideal,G,SI1,63.0,55.0,1287,5.26,5.22,3.3 +27888,0.3,Ideal,G,VVS2,61.6,57.0,655,4.28,4.32,2.65 +17804,1.5,Good,J,VS2,61.7,56.0,7177,7.23,7.33,4.49 +11786,0.92,Very Good,D,SI1,62.0,58.0,5086,6.18,6.21,3.84 +27966,0.3,Ideal,E,VS2,62.6,54.0,658,4.28,4.31,2.69 +52593,1.03,Good,I,I1,57.9,59.0,2540,6.67,6.62,3.85 +30133,0.32,Very Good,G,VS2,63.3,54.0,720,4.39,4.36,2.77 +128,0.61,Very Good,D,VVS2,59.6,57.0,2763,5.56,5.58,3.32 +205,0.98,Fair,H,SI2,67.9,60.0,2777,6.05,5.97,4.08 +36018,0.39,Very Good,I,VS1,63.1,58.0,921,4.68,4.61,2.93 +611,0.71,Premium,F,VS1,59.0,60.0,2839,5.82,5.8,3.43 +24064,1.33,Ideal,G,VVS2,62.6,57.0,12209,7.04,6.99,4.39 +2378,0.32,Very Good,I,VVS2,63.0,57.0,561,4.33,4.37,2.74 +22443,1.35,Ideal,G,VS1,60.9,54.0,10471,7.18,7.15,4.36 +29482,0.32,Ideal,E,VS2,62.3,56.0,702,4.38,4.41,2.74 +46198,0.7,Fair,I,SI1,65.2,58.0,1749,5.6,5.56,3.64 +37828,0.33,Ideal,E,VS1,59.6,56.0,1002,4.54,4.49,2.69 +45946,0.56,Ideal,F,VS2,62.6,55.0,1723,5.25,5.29,3.3 +29577,0.41,Very Good,F,SI1,63.0,56.0,705,4.71,4.78,2.99 +21908,1.71,Very Good,H,VS1,63.5,59.0,9974,7.59,7.52,4.8 +50100,0.71,Premium,H,SI1,62.5,60.0,2207,5.75,5.68,3.57 +52361,0.8,Very Good,H,SI2,63.4,58.0,2502,5.87,5.84,3.71 +31502,0.34,Premium,G,VS2,61.6,60.0,765,4.49,4.47,2.76 +8367,0.9,Very Good,G,VS2,58.8,61.0,4400,6.28,6.3,3.7 +45209,0.51,Ideal,G,VS1,61.0,55.0,1656,5.11,5.21,3.15 +38404,0.35,Ideal,H,VVS1,61.5,57.0,1024,4.54,4.53,2.79 +6496,0.9,Premium,F,SI1,60.4,59.0,4062,6.29,6.32,3.81 +35308,0.3,Very Good,H,VS2,60.9,61.0,473,4.27,4.3,2.61 +47423,0.7,Good,F,SI2,64.3,57.0,1851,5.6,5.53,3.58 +52247,0.7,Ideal,I,VVS2,62.7,54.0,2487,5.65,5.69,3.55 +52712,0.74,Premium,E,SI2,59.1,60.0,2553,5.98,5.94,3.52 +27243,2.07,Ideal,G,SI2,62.2,54.0,17614,8.16,8.21,5.09 +27359,2.02,Ideal,I,VS1,62.3,59.0,17936,8.02,8.06,5.01 +26022,0.34,Premium,F,VS2,58.1,61.0,645,4.6,4.55,2.66 +34429,0.3,Ideal,G,IF,62.2,55.0,863,4.31,4.34,2.69 +14236,1.02,Ideal,I,VVS2,62.1,54.0,5767,6.47,6.51,4.03 +17558,1.7,Ideal,H,I1,62.6,54.1,7068,7.58,7.63,4.77 +25514,1.87,Very Good,H,SI1,62.9,58.0,14308,7.79,7.83,4.91 +5475,0.71,Ideal,D,VS2,61.0,56.0,3838,5.76,5.81,3.53 +17296,1.03,Very Good,G,VS2,61.0,58.0,6931,6.5,6.54,3.98 +11459,1.14,Premium,F,SI2,60.8,58.0,5008,6.79,6.74,4.11 +47949,0.53,Ideal,E,VS1,61.5,55.0,1917,5.22,5.24,3.22 +19215,1.41,Very Good,H,SI1,62.9,57.0,7956,7.04,7.08,4.44 +40352,0.43,Premium,G,VVS2,62.3,60.0,1129,4.85,4.78,3.0 +47785,0.52,Ideal,G,VVS2,61.6,57.0,1897,5.16,5.2,3.19 +595,0.76,Very Good,H,SI1,60.9,55.0,2838,5.92,5.94,3.61 +10876,1.06,Very Good,H,SI1,62.2,58.0,4878,6.45,6.53,4.04 +43207,0.52,Ideal,J,SI1,62.3,56.0,1395,5.12,5.16,3.2 +51181,0.71,Ideal,E,VS2,62.5,56.0,2347,5.7,5.75,3.58 +49546,0.54,Very Good,G,IF,62.5,58.0,2128,5.19,5.27,3.27 +43249,0.38,Premium,D,VVS1,60.4,59.0,1400,4.7,4.71,2.84 +44182,0.5,Very Good,E,VS2,62.4,57.0,1568,5.01,5.03,3.13 +33987,0.42,Ideal,G,VS2,60.8,57.0,847,4.82,4.85,2.94 +20886,1.62,Premium,F,SI2,61.6,60.0,9106,7.52,7.55,4.64 +46651,0.51,Premium,D,VS2,59.7,58.0,1787,5.18,5.24,3.11 +15669,1.0,Very Good,E,VS2,64.0,59.0,6285,6.22,6.31,4.01 +51763,0.53,Ideal,E,VVS1,61.7,57.0,2407,5.17,5.21,3.2 +6843,1.04,Premium,D,SI2,60.9,57.0,4123,6.54,6.49,3.97 +44502,0.6,Very Good,F,SI1,63.2,57.0,1599,5.39,5.33,3.39 +34145,0.33,Ideal,H,VVS2,60.9,57.0,854,4.52,4.48,2.74 +49496,1.0,Fair,J,SI2,69.9,61.0,2117,6.13,5.86,4.23 +52386,0.79,Ideal,I,SI1,61.2,55.0,2507,5.95,5.98,3.65 +28232,0.33,Ideal,G,VS1,62.3,54.0,666,4.45,4.48,2.78 +49367,0.57,Ideal,D,VS2,61.7,56.0,2099,5.3,5.37,3.29 +38312,0.46,Ideal,J,VVS1,62.5,56.0,1018,4.93,4.89,3.07 +40850,0.56,Ideal,G,SI2,61.9,54.0,1173,5.29,5.34,3.29 +8173,1.05,Premium,F,SI2,61.7,60.0,4363,6.58,6.49,4.03 +26020,0.31,Ideal,G,VS1,60.8,57.0,645,4.39,4.42,2.68 +22580,1.32,Ideal,G,VS1,62.4,53.0,10631,7.03,7.08,4.4 +6149,1.06,Premium,E,SI2,60.0,59.0,3989,6.64,6.59,3.97 +44409,0.51,Ideal,E,SI1,60.9,56.0,1585,5.16,5.19,3.15 +10331,1.12,Good,I,VS2,63.8,55.0,4766,6.57,6.63,4.21 +50483,0.7,Ideal,I,VS2,62.2,55.0,2268,5.73,5.69,3.55 +39310,0.5,Fair,F,SI1,64.7,60.0,1069,4.99,4.84,3.18 +53302,0.3,Ideal,I,VVS1,61.3,57.0,552,4.31,4.34,2.65 +37386,0.4,Ideal,F,VS1,61.1,56.0,982,4.75,4.78,2.91 +31757,0.44,Premium,G,SI1,60.1,60.0,772,4.86,4.95,2.95 +17132,1.11,Ideal,H,VVS2,61.4,57.0,6837,6.63,6.67,4.08 +46080,0.64,Ideal,G,SI1,61.6,55.0,1737,5.55,5.59,3.43 +10389,0.31,Ideal,G,SI1,62.2,55.0,593,4.38,4.36,2.72 +44141,0.51,Ideal,F,VS2,61.3,56.0,1562,5.14,5.11,3.14 +12976,1.07,Ideal,E,SI2,61.4,57.0,5393,6.62,6.57,4.05 +7078,0.33,Premium,H,VS1,61.9,58.0,579,4.43,4.45,2.75 +11992,1.04,Ideal,F,SI1,61.2,56.0,5145,6.54,6.6,4.02 +25533,2.55,Premium,I,SI2,62.9,58.0,14351,8.7,8.59,5.44 +8660,1.2,Very Good,J,SI1,60.5,59.0,4455,6.79,6.84,4.12 +27430,2.25,Premium,H,SI2,62.8,59.0,18034,0.0,0.0,0.0 +25809,2.01,Very Good,J,VS1,61.2,60.0,14812,8.06,8.14,4.96 +18948,1.29,Ideal,F,SI1,61.4,61.0,7790,7.0,6.97,4.29 +36252,0.41,Premium,E,VS2,59.8,60.0,935,4.83,4.87,2.9 +39687,0.4,Very Good,F,VVS2,62.8,56.0,1088,4.69,4.73,2.96 +8249,1.01,Very Good,I,SI1,60.0,62.0,4375,6.41,6.53,3.88 +13710,1.22,Premium,I,SI1,61.3,58.0,5602,6.94,6.9,4.24 +18891,1.3,Very Good,H,VS1,61.9,56.0,7747,6.97,7.05,4.34 +20481,1.5,Very Good,E,SI2,63.1,57.0,8820,7.32,7.27,4.6 +21487,1.22,Ideal,F,VS1,61.5,56.0,9581,6.84,6.89,4.22 +28278,0.31,Very Good,J,SI1,61.9,59.0,363,4.28,4.32,2.66 +34807,0.31,Very Good,E,VVS1,62.3,59.0,878,4.32,4.38,2.71 +12335,1.01,Premium,E,SI1,59.0,59.0,5226,6.6,6.56,3.88 +4223,0.72,Good,D,VS1,63.3,55.0,3570,5.69,5.75,3.62 +17195,1.0,Premium,D,VS2,59.6,60.0,6868,6.57,6.52,3.9 +5705,0.3,Premium,D,SI2,61.0,61.0,574,4.31,4.25,2.61 +16414,1.52,Premium,F,SI2,60.7,61.0,6554,7.47,7.36,4.5 +44458,0.57,Very Good,J,IF,59.8,59.0,1592,5.39,5.41,3.23 +39871,0.49,Ideal,H,SI1,59.9,56.0,1102,5.15,5.18,3.1 +46110,0.59,Ideal,D,SI1,61.6,57.0,1743,5.41,5.44,3.34 +11918,1.21,Ideal,I,SI1,62.4,55.0,5124,6.78,6.81,4.24 +38043,0.55,Premium,H,SI2,59.8,59.0,1011,5.33,5.3,3.18 +123,0.7,Very Good,F,VS2,61.7,63.0,2762,5.64,5.61,3.47 +1886,0.72,Very Good,D,VS2,61.8,58.0,3075,5.73,5.76,3.55 +48783,0.52,Very Good,E,VS1,61.8,60.0,2021,5.14,5.18,3.19 +40849,0.53,Ideal,I,VS2,61.9,54.0,1173,5.21,5.23,3.23 +43160,0.54,Very Good,F,SI1,63.3,56.0,1389,5.24,5.21,3.31 +52054,0.74,Premium,F,SI1,58.7,58.0,2452,5.93,5.86,3.46 +34183,0.33,Premium,G,VS1,62.2,58.0,854,4.42,4.39,2.74 +22278,1.56,Premium,H,VS2,62.4,58.0,10331,7.44,7.39,4.63 +46245,0.53,Premium,D,SI1,61.4,57.0,1753,5.26,5.2,3.21 +51374,0.55,Premium,D,VVS2,61.2,57.0,2366,5.3,5.26,3.23 +20725,0.31,Very Good,F,VS2,61.4,55.0,625,4.32,4.34,2.66 +51697,0.7,Very Good,F,VS2,61.4,57.0,2400,5.73,5.76,3.53 +24214,2.05,Very Good,H,SI2,63.1,58.0,12401,8.05,8.0,5.07 +25178,1.74,Ideal,H,VS2,61.5,55.0,13761,7.79,7.73,4.77 +17512,1.04,Premium,D,VS1,60.8,58.0,7041,6.53,6.5,3.96 +15744,1.0,Premium,F,VS2,62.9,59.0,6296,6.47,6.4,4.02 +3871,0.71,Ideal,F,VS1,61.3,56.0,3480,5.76,5.78,3.53 +4744,1.01,Very Good,G,SI2,62.0,58.0,3682,6.41,6.46,3.99 +45650,0.29,Ideal,G,VS2,60.7,55.0,525,4.31,4.35,2.63 +2246,0.7,Good,E,VS1,58.7,60.0,3148,5.79,5.83,3.41 +20391,0.31,Ideal,F,VS2,61.6,55.0,625,4.36,4.37,2.69 +4085,1.01,Good,F,SI2,63.8,57.0,3532,6.31,6.36,4.04 +22419,1.11,Ideal,D,VS2,61.2,57.0,10443,6.69,6.71,4.1 +36381,0.44,Very Good,H,SI1,63.5,57.0,941,4.85,4.82,3.07 +26232,2.08,Premium,I,VVS1,62.2,58.0,15654,8.22,8.18,5.1 +2192,0.79,Very Good,E,SI1,63.3,56.3,3138,5.85,5.88,3.71 +20677,1.01,Ideal,G,IF,62.2,61.0,8957,6.34,6.4,3.96 +49828,0.7,Fair,D,SI2,64.5,60.0,2167,5.53,5.47,3.55 +47523,0.44,Ideal,E,VVS1,61.4,55.0,1868,4.92,4.95,3.03 +10000,1.0,Fair,D,SI1,64.9,59.0,4704,6.2,6.13,4.0 +28918,0.3,Ideal,G,VVS2,61.5,56.0,684,4.31,4.34,2.66 +17838,1.12,Ideal,G,VS2,62.2,54.0,7193,6.65,6.7,4.15 +27263,2.01,Ideal,E,SI2,62.2,57.0,17688,8.04,8.09,5.02 +40135,0.41,Premium,H,VVS1,61.4,60.0,1115,4.78,4.73,2.92 +35726,0.3,Ideal,D,VS2,61.9,57.0,911,4.33,4.29,2.67 +24751,1.73,Very Good,H,VS2,59.2,61.0,13102,7.78,7.82,4.62 +33498,0.32,Ideal,F,VS2,62.1,57.0,828,4.38,4.35,2.71 +33527,0.35,Ideal,D,VS2,61.8,56.0,829,4.51,4.55,2.8 +45933,0.47,Ideal,E,VS1,61.8,53.0,1721,4.99,5.04,3.1 +32491,0.32,Ideal,G,VVS1,61.1,55.0,796,4.46,4.48,2.73 +20253,1.46,Premium,D,SI2,62.0,55.0,8683,7.32,7.23,4.51 +14755,1.0,Very Good,G,VS2,61.2,56.0,5939,6.47,6.38,3.93 +49732,0.7,Ideal,I,VS2,62.2,55.0,2154,5.69,5.73,3.55 +29753,0.45,Ideal,G,SI2,61.9,54.0,709,4.91,4.95,3.05 +7166,0.9,Premium,F,SI1,62.0,55.0,4183,6.2,6.16,3.83 +28148,0.3,Ideal,G,VVS2,61.4,57.0,665,4.29,4.31,2.64 +53002,0.7,Premium,F,SI1,62.4,56.0,2596,5.69,5.63,3.53 +33084,0.32,Ideal,E,VVS1,62.5,56.0,814,4.38,4.42,2.75 +25383,1.5,Premium,F,VS2,61.6,58.0,14071,7.31,7.37,4.52 +24490,1.52,Ideal,H,VVS2,62.8,56.0,12764,7.32,7.3,4.59 +34478,0.38,Premium,E,VS2,61.8,58.0,866,4.61,4.64,2.86 +11850,1.04,Premium,H,VVS1,60.4,58.0,5102,6.58,6.53,3.96 +51693,0.76,Premium,E,SI2,60.0,59.0,2399,5.94,5.9,3.55 +7069,0.33,Premium,I,VVS2,61.4,58.0,579,4.45,4.48,2.74 +809,0.71,Premium,D,SI1,59.7,59.0,2863,5.82,5.8,3.47 +2120,0.91,Fair,E,SI2,64.5,60.0,3119,6.04,5.96,3.87 +17284,1.03,Ideal,F,VS2,62.3,56.0,6922,6.52,6.49,4.05 +48287,0.53,Ideal,E,VS2,62.3,57.0,1956,5.23,5.19,3.25 +23582,1.52,Very Good,D,SI1,62.0,58.0,11595,7.37,7.4,4.58 +15204,1.01,Very Good,G,VS2,63.1,60.0,6108,6.36,6.31,4.0 +19952,1.53,Premium,H,SI2,62.5,59.0,8499,7.4,7.36,4.61 +24773,1.83,Very Good,E,SI2,62.8,56.0,13134,7.76,7.82,4.89 +20254,1.29,Very Good,G,VS2,58.7,58.0,8684,7.11,7.27,4.22 +13249,0.9,Very Good,D,VS2,62.3,56.0,5476,6.14,6.18,3.84 +17268,1.03,Ideal,G,VS1,62.0,54.8,6913,6.46,6.5,4.02 +22199,1.6,Very Good,I,VS1,62.3,59.0,10238,7.46,7.51,4.66 +43745,0.51,Very Good,E,SI1,62.5,57.0,1438,5.06,5.09,3.17 +4122,0.93,Good,D,SI2,63.4,59.0,3540,6.15,6.18,3.91 +17517,1.3,Premium,D,SI2,61.5,58.0,7044,6.98,6.91,4.27 +1700,0.72,Very Good,E,VS2,63.8,57.0,3035,5.66,5.69,3.62 +37313,0.31,Ideal,E,VVS2,60.9,56.0,979,4.39,4.41,2.68 +7654,0.9,Good,G,VS2,63.6,58.0,4269,6.08,6.12,3.88 +4547,1.0,Good,H,SI2,63.8,57.0,3640,6.32,6.28,4.02 +9509,1.01,Ideal,I,SI1,60.2,59.0,4612,6.49,6.54,3.92 +6099,0.91,Premium,G,SI1,62.2,59.0,3975,6.19,6.15,3.84 +14190,1.07,Good,H,VS2,63.8,57.0,5758,6.54,6.47,4.15 +7782,1.02,Premium,H,SI2,60.9,59.0,4284,6.51,6.46,3.95 +25115,2.02,Very Good,H,SI2,63.1,54.0,13655,8.09,7.99,5.07 +52078,0.75,Ideal,G,SI1,62.2,57.0,2456,5.8,5.84,3.62 +30832,0.33,Premium,I,VVS2,61.4,58.0,743,4.48,4.45,2.74 +30333,0.4,Ideal,I,VS2,62.5,57.0,727,4.67,4.71,2.93 +26171,1.53,Ideal,G,VVS2,61.0,55.0,15505,7.5,7.44,4.56 +33500,0.32,Ideal,F,VS2,62.4,57.0,828,4.38,4.34,2.72 +26870,2.05,Ideal,J,VS1,61.4,59.0,16793,8.16,8.13,5.0 +47561,0.71,Very Good,I,SI2,63.7,57.0,1875,5.64,5.67,3.6 +26250,2.08,Very Good,H,SI2,59.0,59.0,15696,8.37,8.41,4.95 +34263,0.23,Good,E,VVS2,61.9,60.0,465,3.95,4.03,2.47 +45444,0.7,Very Good,I,SI2,63.2,60.0,1672,5.62,5.55,3.53 +36285,0.34,Ideal,E,SI2,62.0,56.0,477,4.45,4.48,2.77 +6303,0.9,Premium,G,VS2,59.6,61.0,4022,6.25,6.2,3.71 +25306,2.19,Good,G,SI1,63.7,56.0,13978,8.26,8.17,5.23 +50144,0.75,Premium,E,SI2,61.9,55.0,2214,5.89,5.84,3.63 +47375,0.57,Premium,F,VS2,60.3,58.0,1847,5.44,5.4,3.27 +23083,1.34,Ideal,H,IF,60.9,57.0,11109,7.09,7.19,4.35 +38092,0.36,Ideal,E,VS2,62.6,56.0,1013,4.56,4.52,2.84 +21260,1.5,Premium,F,SI2,60.8,59.0,9408,7.36,7.3,4.46 +41360,0.58,Very Good,H,SI1,61.8,56.0,1219,5.34,5.38,3.31 +40664,0.51,Ideal,H,SI1,59.8,57.0,1154,5.22,5.25,3.13 +47204,0.5,Ideal,G,VVS2,60.5,55.0,1838,5.13,5.15,3.11 +11772,1.2,Very Good,J,SI1,62.5,58.0,5082,6.74,6.79,4.23 +6652,0.9,Premium,E,SI1,62.7,62.0,4092,6.22,6.1,3.85 +6392,0.77,Premium,D,VS1,59.4,59.0,4037,5.96,6.0,3.55 +53792,0.7,Very Good,E,SI1,62.1,60.0,2730,5.62,5.66,3.5 +19236,1.55,Premium,I,SI2,58.5,60.0,7972,7.64,7.58,4.45 +29677,0.28,Very Good,E,VVS1,62.1,57.0,707,4.17,4.21,2.6 +35626,0.3,Very Good,I,VS1,62.9,59.0,473,4.22,4.3,2.68 +53235,0.77,Ideal,F,SI1,61.9,57.0,2642,5.88,5.91,3.65 +34805,0.31,Ideal,D,VS1,62.0,54.0,877,4.36,4.35,2.7 +31180,0.32,Good,E,VS1,59.5,64.0,756,4.42,4.45,2.64 +2703,0.31,Ideal,G,VS2,60.8,56.0,562,4.38,4.4,2.67 +19780,1.5,Good,J,VS1,60.7,61.0,8347,7.27,7.3,4.42 +53029,0.82,Very Good,I,SI1,62.3,58.0,2602,5.94,6.0,3.72 +32755,0.34,Very Good,D,SI1,63.1,57.0,803,4.46,4.44,2.81 +8458,1.03,Very Good,G,SI2,63.5,56.0,4413,6.37,6.33,4.03 +5575,0.94,Very Good,D,SI2,59.0,59.0,3862,6.34,6.41,3.76 +41486,0.39,Very Good,F,VVS1,62.7,57.0,1232,4.64,4.68,2.92 +11008,0.97,Premium,E,SI1,61.0,61.0,4915,6.32,6.28,3.84 +42479,0.43,Ideal,G,IF,62.5,54.0,1318,4.83,4.86,3.03 +50989,0.31,Ideal,H,VS1,62.1,54.0,544,4.3,4.37,2.69 +40025,0.33,Very Good,D,VS1,63.2,56.0,1109,4.45,4.44,2.81 +18449,1.13,Ideal,F,VS2,62.1,56.0,7504,6.71,6.65,4.15 +25006,1.5,Very Good,F,VS2,59.7,56.0,13537,7.42,7.46,4.44 +45599,0.5,Ideal,D,VS2,61.9,57.0,1690,5.08,5.1,3.15 +27407,2.09,Ideal,I,VS2,62.5,56.0,17999,8.13,8.17,5.1 +31355,0.27,Ideal,F,IF,61.3,57.0,760,4.16,4.2,2.56 +49878,0.7,Very Good,H,SI1,63.4,61.0,2176,5.62,5.58,3.55 +41935,0.4,Premium,D,VVS2,60.7,60.0,1263,4.74,4.78,2.89 +40560,0.41,Very Good,G,VVS1,60.3,60.0,1151,4.74,4.78,2.87 +29598,0.35,Very Good,G,VS1,61.7,61.0,706,4.49,4.52,2.78 +2493,0.9,Good,I,SI1,63.0,53.0,3196,6.08,6.15,3.85 +24375,0.34,Ideal,E,SI1,61.0,55.0,637,4.54,4.56,2.77 +14126,1.0,Ideal,E,SI1,62.2,53.9,5728,6.4,6.5,4.0 +9686,1.14,Very Good,F,SI2,62.9,59.0,4652,6.62,6.64,4.17 +11293,1.01,Ideal,H,SI1,62.3,55.0,4977,6.43,6.37,3.99 +17495,1.27,Very Good,I,VS1,60.6,59.0,7031,7.04,6.96,4.24 +38892,0.43,Very Good,E,VS1,61.9,53.0,1051,4.86,4.89,3.02 +46563,0.53,Ideal,D,VS2,61.4,56.0,1783,5.21,5.18,3.19 +11305,0.9,Very Good,D,VS2,63.3,59.0,4981,6.12,6.17,3.89 +29218,0.38,Ideal,G,SI1,61.5,55.0,695,4.66,4.68,2.87 +5343,0.91,Ideal,F,SI2,62.2,56.0,3812,6.14,6.17,3.83 +6809,0.8,Very Good,E,VS1,60.7,60.0,4118,6.0,6.09,3.67 +37834,0.33,Ideal,D,VS2,60.9,55.0,1002,4.5,4.46,2.73 +13274,1.06,Premium,E,SI1,62.0,61.0,5485,6.55,6.51,4.05 +43316,0.38,Ideal,E,IF,61.4,55.0,1402,4.68,4.74,2.89 +21993,1.07,Ideal,F,VVS2,62.3,57.0,10061,6.56,6.58,4.09 +24489,2.01,Ideal,H,SI2,62.3,57.0,12762,8.1,8.04,5.03 +22271,1.27,Very Good,G,VVS2,61.5,58.0,10321,6.9,6.96,4.26 +13828,1.15,Ideal,F,SI2,60.6,58.0,5635,6.75,6.79,4.1 +39778,0.36,Ideal,D,VS2,61.5,57.0,1094,4.58,4.56,2.81 +17506,1.05,Ideal,G,VS1,62.5,56.0,7037,6.48,6.54,4.07 +39180,0.35,Ideal,D,VS2,62.3,55.0,1063,4.54,4.52,2.82 +19648,1.52,Premium,J,VS1,62.0,59.0,8258,7.36,7.34,4.56 +23885,1.57,Premium,D,SI1,62.2,59.0,11976,7.37,7.45,4.61 +44296,0.52,Ideal,G,VS2,62.2,55.0,1577,5.18,5.14,3.21 +16650,1.26,Premium,F,SI2,61.3,58.0,6657,6.99,6.91,4.26 +16483,1.05,Very Good,E,VS2,63.5,57.0,6586,6.51,6.46,4.12 +30241,0.4,Good,F,VS2,64.1,56.0,723,4.65,4.71,3.0 +36186,0.32,Very Good,E,VVS1,60.9,58.0,931,4.49,4.45,2.72 +48962,0.36,Very Good,G,SI1,62.0,59.0,537,4.53,4.56,2.82 +50606,0.7,Premium,G,SI1,61.6,61.0,2285,5.7,5.63,3.49 +1095,0.73,Good,E,VS2,63.2,56.0,2912,5.75,5.76,3.64 +50808,0.87,Ideal,H,SI2,63.0,57.0,2307,6.07,6.02,3.81 +25807,2.04,Very Good,H,SI2,60.8,58.0,14810,8.14,8.23,4.98 +30138,0.32,Premium,G,VS2,62.0,58.0,720,4.38,4.33,2.7 +6460,0.99,Good,F,SI2,63.3,54.0,4052,6.36,6.43,4.05 +41573,0.55,Ideal,J,VVS1,62.4,54.0,1238,5.25,5.29,3.29 +41153,0.49,Very Good,G,VS2,60.1,56.0,1198,5.13,5.15,3.09 +50400,0.73,Ideal,F,SI2,60.5,59.0,2255,5.83,5.88,3.54 +16906,1.18,Ideal,I,VVS1,62.6,54.0,6750,6.74,6.78,4.23 +744,0.33,Premium,F,SI2,63.0,58.0,557,4.42,4.4,2.78 +506,0.7,Ideal,D,SI1,62.5,57.0,2822,5.62,5.59,3.51 +24087,2.01,Very Good,H,SI2,63.2,59.0,12229,8.04,8.0,5.07 +34814,0.41,Ideal,I,VS1,61.9,55.0,878,4.82,4.78,2.97 +24505,1.5,Premium,G,VS2,60.3,60.0,12787,7.34,7.26,4.4 +1482,0.82,Ideal,I,VS1,61.6,57.0,2986,6.0,6.05,3.71 +51165,0.71,Good,F,SI1,63.6,54.0,2345,5.65,5.61,3.58 +25903,2.19,Premium,I,SI2,60.8,60.0,15032,8.34,8.38,5.08 +39247,0.38,Ideal,E,VVS2,60.9,56.0,1068,4.71,4.68,2.06 +32204,0.35,Premium,E,SI1,62.7,57.0,788,4.52,4.47,2.82 +225,0.72,Ideal,D,SI1,60.8,57.0,2782,5.76,5.75,3.5 +34915,0.34,Ideal,F,VS2,62.9,55.0,880,4.48,4.46,2.81 +21634,2.02,Premium,J,SI2,59.7,56.0,9728,8.18,8.13,4.87 +2699,1.03,Fair,J,SI2,56.2,62.0,3246,6.73,6.69,3.77 +48209,0.58,Premium,G,SI1,62.4,60.0,1949,5.34,5.3,3.32 +18037,0.35,Premium,H,VS1,61.3,59.0,614,4.54,4.57,2.79 +26140,2.3,Ideal,G,SI2,61.6,57.0,15433,8.47,8.41,5.2 +20156,1.31,Ideal,I,VS1,61.8,55.0,8611,7.03,7.05,4.35 +37453,0.35,Ideal,E,VS2,62.2,56.0,984,4.53,4.51,2.81 +41032,0.41,Ideal,H,IF,62.1,56.0,1187,4.74,4.76,2.95 +39070,0.52,Ideal,F,SI2,61.8,55.0,1059,5.17,5.21,3.21 +46693,0.56,Ideal,E,VS1,62.3,57.0,1791,5.3,5.26,3.29 +26120,1.75,Premium,E,SI1,60.3,61.0,15394,7.82,7.74,4.69 +46018,0.53,Ideal,E,VS2,61.0,57.0,1727,5.26,5.23,3.2 +19097,1.51,Premium,H,SI2,62.5,57.0,7864,7.36,7.26,4.57 +50535,0.54,Ideal,G,VS1,60.7,57.0,2274,5.29,5.26,3.2 +44855,0.56,Very Good,F,VS2,60.0,57.0,1627,5.34,5.39,3.22 +53934,0.7,Very Good,E,VS2,61.2,59.0,2757,5.69,5.72,3.49 +37854,0.37,Very Good,G,IF,61.8,56.0,1003,4.6,4.64,2.85 +46598,0.54,Premium,F,VS2,61.8,58.0,1786,5.29,5.22,3.25 +20663,1.22,Premium,D,VS2,59.6,60.0,8950,6.97,6.95,4.15 +50470,0.71,Very Good,G,SI1,61.2,61.0,2266,5.66,5.71,3.48 +53166,0.71,Good,G,VS1,58.1,59.0,2628,5.85,5.92,3.42 +42059,0.55,Ideal,H,SI1,62.4,57.0,1270,5.23,5.28,3.28 +29921,0.32,Ideal,D,VS2,61.1,56.0,713,4.42,4.45,2.71 +4405,0.31,Ideal,D,SI1,62.4,56.0,571,4.31,4.35,2.7 +35972,0.4,Premium,F,SI1,61.7,62.0,920,4.76,4.71,2.92 +3091,0.93,Premium,F,SI2,61.3,62.0,3317,6.26,6.17,3.81 +12967,0.92,Good,G,VVS2,58.8,57.0,5390,6.32,6.37,3.73 +27594,2.0,Ideal,H,SI1,62.8,52.0,18440,8.05,8.1,5.06 +2363,0.9,Premium,G,SI2,61.9,61.0,3175,6.13,6.06,3.77 +10238,1.26,Fair,D,SI2,64.5,59.0,4746,6.75,6.71,4.34 +47147,0.66,Good,H,VS1,59.9,60.3,1832,5.61,5.67,3.37 +18149,1.01,Premium,F,VS1,59.4,60.0,7353,6.5,6.46,3.85 +37381,0.4,Ideal,F,VS1,62.7,55.0,982,4.74,4.76,2.98 +47574,0.51,Premium,G,VVS2,59.1,59.0,1875,5.18,5.21,3.07 +2386,0.4,Good,H,SI2,63.8,57.0,561,4.67,4.7,2.99 +10211,1.02,Ideal,H,SI2,59.8,58.0,4742,6.55,6.59,3.93 +49394,0.71,Good,I,VS1,63.8,53.0,2104,5.7,5.64,3.62 +30019,0.41,Very Good,D,SI1,63.0,57.0,717,4.64,4.7,2.94 +34961,0.36,Very Good,E,SI2,62.4,58.0,471,4.54,4.56,2.84 +38891,0.41,Very Good,G,VVS2,63.3,59.0,1051,4.69,4.71,2.97 +51674,0.71,Ideal,E,SI2,61.2,57.0,2398,5.74,5.82,3.54 +1910,0.82,Premium,F,SI1,61.1,60.0,3080,6.02,5.96,3.66 +2052,0.32,Very Good,H,VS1,61.7,61.0,561,4.38,4.43,2.72 +47024,0.56,Ideal,E,VS2,61.9,56.0,1819,5.27,5.32,3.28 +8777,0.95,Ideal,G,SI1,60.7,56.0,4469,6.31,6.27,3.82 +20071,1.27,Very Good,G,VS2,60.3,59.0,8549,6.97,7.09,4.24 +430,0.76,Premium,E,SI1,62.2,59.0,2814,5.86,5.81,3.63 +28794,0.27,Very Good,F,VVS2,61.3,57.0,682,4.14,4.18,2.54 +42845,0.41,Ideal,F,VVS1,61.7,57.0,1356,4.8,4.77,2.95 +33353,0.41,Premium,G,VS2,61.9,59.0,827,4.73,4.77,2.94 +27984,0.3,Premium,E,VS2,62.3,58.0,658,4.28,4.32,2.68 +44869,0.5,Ideal,D,VS2,61.8,54.0,1628,5.13,5.16,3.18 +20739,1.61,Premium,I,SI1,62.0,58.0,8978,7.46,7.51,4.64 +1184,0.9,Fair,E,SI2,65.0,58.0,2930,6.08,6.04,3.94 +628,0.73,Premium,F,VS2,60.3,59.0,2841,5.9,5.87,3.55 +22183,1.01,Premium,D,VVS2,62.4,60.0,10221,6.31,6.36,3.95 +16868,1.07,Premium,G,VS1,58.6,60.0,6730,6.76,6.65,3.93 +3838,0.9,Very Good,D,SI2,60.3,63.0,3473,6.22,6.12,3.72 +15579,1.06,Ideal,F,SI1,61.7,55.1,6249,6.56,6.58,4.06 +49512,0.7,Good,G,SI1,64.0,57.0,2121,5.63,5.58,3.59 +16161,1.12,Ideal,E,SI1,61.6,55.0,6458,6.69,6.66,4.11 +3082,0.57,Ideal,F,VVS1,61.3,56.0,3313,5.37,5.4,3.3 +21302,1.54,Ideal,H,SI2,60.9,56.4,9452,7.43,7.45,4.53 +27690,1.72,Premium,G,VVS2,61.8,60.0,18730,7.65,7.68,4.74 +24620,1.51,Fair,G,VS1,60.8,66.0,12948,7.35,7.25,4.44 +19624,1.53,Very Good,I,SI1,63.1,57.0,8242,7.34,7.28,4.61 +6690,1.2,Very Good,J,SI2,61.8,56.0,4102,6.81,6.85,4.22 +11025,1.18,Premium,H,VS2,61.1,60.0,4916,6.8,6.76,4.14 +45531,0.56,Ideal,F,SI1,61.1,55.9,1685,5.33,5.35,3.26 +24385,0.41,Good,D,SI2,63.1,54.0,638,4.72,4.75,2.99 +24236,1.51,Ideal,H,IF,62.7,56.0,12437,7.26,7.38,4.59 +28589,0.3,Ideal,G,VS2,63.0,56.0,675,4.3,4.27,2.7 +35434,0.32,Ideal,E,VS2,62.1,55.0,900,4.43,4.39,2.74 +38557,0.31,Ideal,D,VVS2,62.0,56.0,1034,4.35,4.37,2.7 +36724,0.32,Very Good,G,IF,62.4,55.0,954,4.4,4.42,2.75 +33262,0.34,Ideal,E,VVS2,62.3,55.0,826,4.49,4.53,2.81 +67,0.32,Ideal,I,VVS1,62.0,55.3,553,4.39,4.42,2.73 +13218,1.18,Premium,G,SI1,62.1,59.0,5458,6.75,6.71,4.18 +33089,0.37,Ideal,G,VVS2,61.6,55.0,815,4.62,4.66,2.86 +52248,0.7,Ideal,I,VVS2,61.6,56.5,2487,5.65,5.72,3.51 +27203,2.32,Ideal,I,SI2,62.0,57.0,17516,8.45,8.49,5.25 +20361,1.57,Ideal,G,SI1,61.7,55.0,8752,7.51,7.44,4.61 +14954,1.21,Very Good,H,SI1,62.8,56.0,6022,6.8,6.83,4.28 +10696,1.03,Premium,E,SI2,61.8,59.0,4845,6.47,6.42,3.98 +35952,0.3,Ideal,F,SI1,61.9,56.0,475,4.29,4.33,2.67 +40107,0.5,Fair,E,SI2,59.8,66.0,1114,5.18,5.09,3.07 +52358,0.74,Ideal,E,SI2,61.7,57.0,2501,5.78,5.82,3.58 +27364,0.28,Premium,E,VVS2,60.1,59.0,646,4.22,4.26,2.55 +48379,0.57,Ideal,E,VS1,61.4,57.0,1965,5.32,5.37,3.28 +39402,0.41,Ideal,G,VVS2,62.2,56.0,1076,4.8,4.75,2.97 +38578,0.4,Very Good,G,VS2,63.5,56.0,1035,4.7,4.68,2.98 +40904,0.47,Ideal,I,IF,62.2,55.0,1178,4.99,5.01,3.11 +9367,0.32,Good,D,SI1,63.1,56.0,589,4.34,4.38,2.75 +23144,1.71,Premium,H,VS1,58.1,62.0,11161,8.02,7.84,4.61 +29630,0.27,Very Good,G,VVS2,61.9,57.0,442,4.12,4.15,2.56 +31858,0.3,Ideal,H,VVS2,60.4,56.0,776,4.36,4.32,2.62 +10459,0.9,Ideal,E,VS2,62.3,57.0,4788,6.19,6.17,3.85 +39117,0.41,Premium,G,VS2,61.5,58.0,1061,4.82,4.8,2.96 +49860,0.77,Premium,E,SI2,62.5,60.0,2171,5.84,5.8,3.64 +12308,1.13,Premium,E,SI2,60.4,59.0,5220,6.7,6.75,4.06 +36838,0.37,Premium,G,VS1,61.5,58.0,957,4.6,4.57,2.82 +12834,1.5,Premium,J,SI2,61.3,59.0,5351,7.38,7.33,4.51 +45745,0.52,Good,D,VS2,63.5,57.0,1701,5.08,5.13,3.24 +35760,0.44,Ideal,I,VVS2,60.8,56.0,912,4.9,4.93,2.99 +48055,0.62,Ideal,D,SI1,60.8,59.0,1927,5.48,5.5,3.34 +50805,0.72,Fair,G,VS2,64.6,55.0,2306,5.66,5.71,3.67 +3300,0.9,Very Good,F,SI2,62.4,57.0,3368,6.11,6.16,3.83 +48446,0.51,Premium,G,VVS2,61.7,58.0,1974,5.14,5.11,3.16 +48145,0.7,Very Good,J,VS2,63.2,61.0,1940,5.62,5.59,3.54 +42953,0.3,Premium,J,VS1,62.6,58.0,506,4.32,4.27,2.69 +50941,0.73,Ideal,H,SI1,62.6,57.0,2320,5.66,5.74,3.57 +2598,0.71,Very Good,F,VS1,60.6,60.0,3218,5.68,5.73,3.46 +17831,1.57,Premium,J,VS1,60.8,61.0,7190,7.6,7.49,4.59 +30871,0.33,Ideal,G,VS2,62.6,56.0,743,4.41,4.38,2.75 +6841,0.91,Premium,D,SI2,61.1,60.0,4123,6.24,6.29,3.83 +22127,1.2,Premium,D,VS2,61.1,58.0,10161,6.85,6.83,4.18 +40715,0.41,Very Good,E,VS1,63.4,55.0,1160,4.7,4.73,2.99 +17213,1.01,Premium,G,VS1,61.7,56.0,6882,6.53,6.46,4.01 +36398,0.31,Ideal,E,VS1,61.7,56.0,942,4.41,4.37,2.71 +37035,0.4,Very Good,D,VS1,63.3,57.0,967,4.66,4.72,2.97 +43027,0.46,Premium,E,VS1,61.7,59.0,1372,4.93,4.96,3.05 +18636,1.01,Ideal,D,VS2,62.6,54.0,7602,6.46,6.42,4.03 +4770,1.0,Good,J,SI1,61.7,62.0,3690,6.37,6.4,3.94 +29563,0.3,Very Good,G,VVS1,62.4,59.0,705,4.25,4.31,2.67 +46568,0.71,Good,E,SI2,57.5,58.0,1783,5.91,5.89,3.39 +50204,0.76,Premium,H,SI1,59.8,57.0,2227,5.93,5.91,3.54 +53188,0.55,Ideal,G,VVS1,61.2,56.0,2632,5.27,5.29,3.23 +51651,0.35,Very Good,H,VS2,59.8,62.0,545,4.57,4.63,2.75 +48623,0.56,Premium,G,VS1,61.0,60.0,1999,5.39,5.32,3.27 +4195,0.75,Ideal,D,VS2,61.7,55.0,3562,5.85,5.82,3.6 +11502,0.71,Ideal,F,VVS1,61.0,56.0,5019,5.77,5.8,3.53 +28267,0.28,Very Good,H,SI1,61.5,56.0,360,4.21,4.24,2.6 +33505,0.32,Ideal,G,VS1,61.2,56.0,828,4.43,4.39,2.7 +22297,1.27,Ideal,G,VVS2,62.4,53.3,10342,6.94,6.95,4.33 +14637,1.22,Premium,J,VS1,61.7,59.0,5910,6.92,6.85,4.25 +27622,2.37,Ideal,J,SI1,61.9,55.0,18508,8.53,8.56,5.29 +31178,0.42,Ideal,G,SI1,60.7,57.0,756,4.81,4.89,2.95 +7096,1.01,Very Good,H,SI2,58.8,58.0,4166,6.57,6.62,3.88 +35028,0.4,Good,E,SI1,63.7,56.0,882,4.69,4.66,2.98 +32922,0.42,Ideal,D,SI1,61.9,56.0,810,4.82,4.84,2.99 +11047,0.31,Ideal,E,SI1,60.6,56.0,595,4.39,4.42,2.67 +4528,0.74,Ideal,G,VS1,60.9,55.0,3635,5.84,5.91,3.58 +14422,1.2,Ideal,H,SI1,61.7,55.0,5822,6.86,6.82,4.22 +47298,0.3,Very Good,I,SI1,62.2,57.0,394,4.25,4.27,2.65 +30758,0.25,Ideal,E,VVS2,62.1,57.0,740,4.07,4.04,2.52 +3628,0.9,Premium,I,VS2,62.4,60.0,3431,6.16,6.06,3.81 +50180,0.64,Very Good,E,VS2,60.5,58.1,2222,5.59,5.62,3.39 +26076,1.51,Premium,G,VVS2,60.9,58.0,15303,7.42,7.38,4.51 +6073,0.9,Ideal,H,SI1,61.1,58.0,3967,6.24,6.19,3.79 +22123,1.52,Very Good,G,SI1,62.5,58.0,10150,7.26,7.3,4.55 +25984,2.01,Very Good,F,SI2,61.6,56.0,15188,8.17,8.13,5.02 +34173,0.33,Premium,G,VS1,61.3,58.0,854,4.46,4.42,2.72 +27918,0.32,Ideal,D,VS2,61.8,55.0,657,4.41,4.43,2.73 +17023,1.01,Very Good,G,VS1,63.1,55.0,6795,6.34,6.37,4.01 +33156,0.31,Very Good,G,VVS1,62.8,53.0,816,4.34,4.36,2.73 +26664,2.1,Premium,H,SI2,60.4,59.0,16479,8.28,8.33,5.02 +43971,0.27,Very Good,F,VS1,62.5,56.0,518,4.14,4.18,2.6 +48450,0.55,Ideal,E,VS1,61.7,55.0,1975,5.27,5.29,3.26 +36739,0.32,Premium,G,IF,62.0,60.0,954,4.37,4.41,2.72 +36108,0.42,Very Good,F,SI1,63.4,56.0,926,4.8,4.76,3.03 +37469,0.42,Ideal,G,VS1,62.0,55.0,984,4.83,4.78,2.98 +50238,0.71,Ideal,I,VS2,62.3,59.0,2233,5.68,5.71,3.55 +37159,0.32,Ideal,D,VS2,61.5,56.0,972,4.44,4.41,2.72 +36885,0.51,Good,I,SI1,63.1,56.0,959,5.06,5.14,3.22 +47612,0.53,Ideal,G,VVS2,61.5,56.0,1881,5.18,5.22,3.2 +8335,1.03,Ideal,J,SI1,61.7,56.0,4395,6.49,6.53,4.02 +26763,2.01,Very Good,H,SI1,60.6,62.0,16582,8.05,8.08,4.89 +3592,0.91,Premium,H,SI2,62.7,58.0,3423,6.14,6.17,3.86 +1418,0.52,Premium,E,VVS2,60.1,58.0,2970,5.23,5.18,3.13 +11809,1.01,Premium,F,SI1,62.9,58.0,5090,6.43,6.35,4.02 +45955,0.56,Ideal,D,SI1,62.3,56.0,1723,5.26,5.33,3.3 +37031,0.35,Very Good,F,VVS1,61.6,56.0,966,4.53,4.55,2.79 +35151,0.32,Ideal,E,VVS1,61.3,57.0,890,4.42,4.45,2.72 +35965,0.25,Good,E,VVS2,58.0,65.0,476,4.13,4.18,2.41 +2132,0.92,Good,I,SI1,57.4,65.0,3122,6.42,6.48,3.7 +42148,0.52,Very Good,I,VS1,61.4,57.0,1282,5.17,5.19,3.18 +40744,0.53,Ideal,I,VS2,62.2,56.0,1163,5.15,5.2,3.22 +43899,0.27,Ideal,H,VS2,60.5,57.0,509,4.19,4.17,2.53 +21166,1.5,Good,H,SI1,57.9,62.0,9324,7.55,7.48,4.35 +50402,0.71,Ideal,I,SI1,61.7,55.0,2255,5.74,5.77,3.55 +39297,0.3,Ideal,H,VS2,62.3,57.0,491,4.27,4.3,2.67 +40750,0.4,Ideal,F,VVS2,61.7,55.0,1163,4.76,4.74,2.93 +4509,0.91,Good,E,SI2,64.3,57.0,3632,6.0,6.04,3.87 +35730,0.3,Premium,D,VS2,61.7,58.0,911,4.32,4.3,2.66 +30787,0.3,Very Good,D,VS1,62.2,58.0,742,4.25,4.27,2.65 +43819,0.51,Ideal,E,SI1,62.3,56.0,1443,5.15,5.12,3.2 +28094,0.31,Ideal,F,SI1,60.5,57.0,663,4.43,4.4,2.67 +6938,0.93,Premium,D,SI2,60.6,59.0,4140,6.34,6.3,3.83 +12060,0.26,Very Good,E,VVS2,63.0,58.0,597,4.08,4.11,2.58 +52232,0.72,Premium,H,VS2,61.4,57.0,2484,5.79,5.75,3.54 +37718,0.34,Ideal,H,VVS1,62.0,54.0,995,4.48,4.46,2.77 +42336,0.55,Ideal,I,VS1,62.5,57.0,1297,5.19,5.25,3.26 +21243,1.53,Very Good,H,SI2,61.2,55.9,9391,7.43,7.46,4.56 +46668,0.72,Very Good,J,SI2,60.1,58.0,1788,5.79,5.82,3.49 +13902,1.18,Ideal,H,SI2,62.2,56.0,5657,6.74,6.76,4.2 +5904,0.9,Premium,H,VS2,62.6,58.0,3933,6.14,6.19,3.86 +25352,0.28,Very Good,F,VVS2,60.6,59.0,642,4.22,4.26,2.57 +4951,0.9,Good,F,SI1,61.0,62.0,3733,6.17,6.26,3.79 +41993,0.43,Premium,G,VVS1,62.0,59.0,1264,4.82,4.8,2.98 +44756,0.52,Premium,D,VS2,60.9,58.0,1619,5.22,5.16,3.16 +9434,1.14,Ideal,F,SI2,61.7,56.0,4591,6.71,6.67,4.13 +43275,0.3,Very Good,I,SI1,63.5,57.0,506,4.26,4.24,2.7 +24575,1.51,Premium,G,VS2,62.7,58.0,12872,7.31,7.2,4.55 +6741,0.31,Fair,E,SI1,56.9,66.0,579,4.53,4.47,2.56 +2892,0.91,Premium,I,VS2,63.0,58.0,3282,6.15,6.07,3.85 +10962,1.18,Fair,F,SI2,55.9,64.0,4903,7.15,7.01,3.95 +3288,0.91,Good,F,SI1,64.0,57.0,3363,6.17,6.08,3.92 +33137,0.31,Premium,E,VVS2,61.3,60.0,816,4.33,4.35,2.66 +30021,0.41,Good,D,SI1,63.1,57.0,717,4.68,4.73,2.97 +14176,1.01,Ideal,E,SI1,59.8,60.0,5751,6.56,6.48,3.9 +27558,1.83,Very Good,G,VS2,60.5,59.0,18358,7.89,7.99,4.8 +35811,0.31,Ideal,F,IF,61.1,57.0,914,4.37,4.4,2.68 +14810,1.36,Premium,I,SI2,62.7,58.0,5963,7.08,7.01,4.42 +12407,1.03,Ideal,E,SI1,62.0,57.0,5234,6.44,6.47,4.0 +34068,0.3,Premium,D,VS2,62.0,62.0,851,4.27,4.24,2.64 +44957,0.58,Very Good,I,VVS1,63.0,57.0,1636,5.29,5.34,3.35 +40354,0.43,Ideal,G,VVS2,61.4,55.0,1129,4.88,4.83,2.98 +46169,0.5,Premium,E,VS2,61.3,60.0,1746,5.11,5.07,3.12 +37687,0.43,Very Good,D,SI1,63.4,55.0,993,4.84,4.78,3.05 +48616,0.75,Premium,J,VS1,61.6,57.0,1998,5.88,5.84,3.61 +39427,0.41,Ideal,F,VS1,61.9,57.0,1076,4.77,4.73,2.94 +1943,0.9,Fair,E,SI2,65.8,58.0,3084,6.02,5.98,3.95 +49763,0.72,Very Good,H,SI2,62.4,59.0,2160,5.67,5.71,3.55 +9670,1.02,Ideal,E,SI2,62.0,59.0,4645,6.43,6.4,3.98 +46958,0.35,Very Good,I,VS2,62.6,54.0,527,4.5,4.53,2.82 +14285,1.06,Premium,H,VS2,62.6,58.0,5783,6.49,6.54,4.08 +6442,0.79,Ideal,H,IF,61.3,56.0,4046,5.96,5.98,3.66 +26718,0.32,Premium,G,VS1,61.4,58.0,645,4.36,4.4,2.69 +38826,0.32,Ideal,D,VVS2,61.3,55.8,1048,4.43,4.44,2.71 +46130,0.51,Premium,F,VS1,61.4,58.0,1744,5.15,5.18,3.17 +22785,1.27,Ideal,G,VVS1,61.7,56.0,10805,6.9,7.03,4.3 +41746,0.52,Good,F,SI1,63.8,56.0,1244,5.07,5.12,3.25 +5451,0.95,Premium,G,SI2,59.7,61.0,3830,6.35,6.27,3.77 +38525,0.34,Ideal,E,VS1,61.8,56.0,1033,4.51,4.47,2.78 +6091,1.03,Premium,F,SI2,60.2,55.0,3974,6.59,6.53,3.95 +5157,1.02,Very Good,I,SI2,63.4,57.0,3769,6.37,6.4,4.05 +50678,0.76,Premium,F,SI2,59.3,59.0,2287,5.97,5.93,3.53 +9573,1.0,Very Good,G,SI1,63.3,60.0,4626,6.33,6.24,3.98 +45551,0.51,Ideal,D,SI1,61.7,55.0,1687,5.16,5.11,3.17 +2808,0.72,Very Good,F,VS1,63.4,57.0,3264,5.68,5.7,3.61 +12137,1.08,Ideal,I,VS2,61.9,57.0,5172,6.54,6.61,4.07 +51446,1.07,Fair,G,I1,64.8,56.0,2375,6.53,6.43,4.2 +49757,0.7,Premium,E,SI2,61.8,59.0,2159,5.69,5.76,3.54 +19926,1.5,Ideal,H,SI2,62.4,58.0,8471,7.29,7.26,4.54 +32752,0.42,Premium,I,SI1,62.6,58.0,803,4.8,4.76,2.99 +25393,2.22,Premium,I,SI1,62.7,58.0,14095,8.33,8.28,5.21 +53407,0.82,Ideal,E,SI2,62.1,55.0,2668,6.04,6.01,3.74 +18159,1.24,Premium,H,VS1,61.2,59.0,7358,6.91,6.94,4.24 +4158,0.96,Good,H,SI2,60.1,64.0,3548,6.43,6.35,3.84 +53633,0.3,Premium,I,VVS1,61.1,59.0,552,4.31,4.33,2.64 +275,0.73,Ideal,H,VS2,62.7,55.0,2793,5.72,5.76,3.6 +42329,0.41,Ideal,F,VVS1,61.8,57.0,1295,4.75,4.79,2.95 +43491,0.51,Premium,F,SI1,61.4,59.0,1421,5.13,5.13,3.16 +29096,0.36,Ideal,D,SI2,62.0,56.0,689,4.6,4.56,2.84 +34901,0.33,Ideal,F,VVS1,60.6,57.0,880,4.51,4.53,2.74 +28531,0.39,Ideal,G,SI1,61.0,55.0,675,4.75,4.82,2.92 +36220,0.36,Premium,F,VS2,61.4,58.0,932,4.6,4.56,2.81 +17504,1.01,Very Good,F,VS2,61.1,58.0,7037,6.45,6.51,3.96 +34540,0.43,Ideal,H,VS1,61.1,57.0,868,4.88,4.91,2.99 +46915,0.7,Premium,G,SI2,59.0,60.0,1814,5.84,5.82,3.44 +33616,0.31,Premium,G,SI1,60.7,60.0,462,4.34,4.36,2.64 +38534,0.38,Very Good,H,VVS1,63.3,58.0,1033,4.62,4.57,2.91 +25493,2.01,Premium,F,SI2,62.4,58.0,14279,8.08,8.05,5.03 +42067,0.62,Premium,E,SI2,60.7,58.0,1271,5.53,5.51,3.35 +40613,0.27,Good,F,VVS1,61.7,61.0,498,4.1,4.14,2.54 +46423,0.53,Ideal,G,VS2,61.6,57.0,1769,5.15,5.2,3.19 +47202,0.5,Ideal,G,VVS2,61.4,57.0,1838,5.1,5.13,3.14 +10815,1.19,Premium,I,SI1,62.2,58.0,4865,6.77,6.73,4.2 +2553,0.7,Very Good,D,VS1,60.1,60.0,3208,5.73,5.76,3.45 +42281,0.36,Ideal,G,SI2,61.4,54.0,505,4.59,4.66,2.84 +28828,0.41,Premium,D,SI2,61.9,58.0,683,4.71,4.73,2.92 +8065,0.37,Premium,J,VS2,61.1,60.0,583,4.63,4.6,2.82 +1429,0.81,Premium,H,VS1,62.6,58.0,2972,5.96,5.9,3.71 +8261,0.9,Very Good,F,SI1,61.4,58.0,4379,6.18,6.23,3.81 +41851,0.53,Ideal,G,SI1,61.8,58.0,1255,5.16,5.19,3.2 +25606,1.6,Ideal,G,VS2,62.2,55.0,14474,7.5,7.46,4.65 +39957,0.33,Premium,D,SI2,59.5,59.0,492,4.48,4.5,2.67 +43627,0.38,Ideal,E,IF,61.9,56.0,1433,4.65,4.66,2.88 +32848,0.4,Ideal,G,VS2,62.3,57.0,807,4.7,4.71,2.93 +4493,1.0,Ideal,I,SI2,58.8,55.0,3629,6.53,6.46,3.82 +24000,1.52,Ideal,G,VS2,61.3,59.0,12161,7.35,7.4,4.52 +24118,2.01,Very Good,I,SI1,63.5,55.0,12271,8.07,8.01,5.11 +11173,0.98,Ideal,F,SI1,62.7,55.0,4950,6.37,6.27,3.96 +45169,0.53,Premium,E,SI1,62.2,56.0,1654,5.22,5.16,3.23 +21971,1.59,Premium,I,VS2,60.2,60.0,10039,7.58,7.61,4.57 +35525,0.43,Premium,F,VS2,59.8,58.0,905,4.89,4.94,2.94 +26511,2.01,Very Good,H,SI2,60.5,61.0,16140,8.09,8.14,4.91 +38370,0.53,Very Good,J,VS2,60.9,59.0,1023,5.2,5.27,3.19 +27291,2.0,Good,D,VS2,63.7,60.0,17760,7.88,7.81,5.0 +33611,0.31,Good,G,SI1,63.2,57.0,462,4.27,4.3,2.71 +2182,0.71,Ideal,D,VS1,62.2,55.0,3136,5.74,5.71,3.56 +24764,2.09,Premium,H,SI2,60.9,58.0,13119,8.23,8.2,5.0 +33167,0.25,Ideal,F,VVS1,61.3,58.0,817,4.04,4.08,2.49 +25734,2.04,Premium,J,VS1,62.6,58.0,14660,8.11,8.06,5.06 +33478,0.32,Premium,F,VS2,60.2,59.0,828,4.43,4.4,2.66 +11395,0.3,Very Good,I,VVS2,63.0,57.0,596,4.24,4.27,2.68 +48020,0.72,Premium,I,SI1,62.0,52.0,1922,5.71,5.67,3.53 +24398,2.08,Very Good,J,SI1,62.6,58.0,12637,8.09,8.15,5.08 +42871,0.43,Premium,F,VVS1,60.3,58.0,1358,4.88,4.91,2.95 +5410,1.0,Good,H,VS2,63.9,57.0,3819,6.32,6.26,4.02 +21739,1.5,Very Good,I,VS2,60.8,58.0,9804,7.36,7.42,4.49 +28340,0.33,Very Good,G,VS1,62.9,57.0,666,4.38,4.43,2.77 +52026,0.74,Premium,G,SI1,59.6,59.0,2447,5.94,5.87,3.52 +43505,0.43,Premium,F,VVS1,61.5,56.0,1422,4.9,4.86,3.0 +4153,0.72,Ideal,G,VS2,61.0,55.0,3547,5.81,5.83,3.55 +47236,0.51,Very Good,E,VS1,59.6,56.0,1841,5.19,5.24,3.11 +11540,1.21,Fair,F,SI2,65.3,53.0,5028,6.74,6.68,4.38 +31323,0.32,Ideal,D,VS2,60.5,56.0,758,4.45,4.48,2.7 +39793,0.39,Ideal,G,VVS1,62.3,57.0,1095,4.64,4.7,2.91 +2713,0.32,Very Good,G,VS2,60.9,58.0,564,4.42,4.45,2.7 +55,0.22,Premium,D,VS2,59.3,62.0,404,3.91,3.88,2.31 +3623,0.8,Good,F,VS2,63.2,55.0,3429,5.88,5.9,3.72 +51701,0.7,Very Good,F,VS2,62.4,59.0,2400,5.64,5.71,3.54 +13562,1.02,Very Good,E,SI1,59.2,56.0,5553,6.57,6.63,3.91 +28861,0.3,Ideal,F,VVS2,62.3,54.0,684,4.32,4.35,2.7 +647,0.73,Ideal,G,VVS2,61.3,57.0,2843,5.81,5.84,3.57 +25633,2.06,Ideal,I,SI2,63.3,54.0,14505,8.09,8.14,5.13 +33634,0.37,Premium,E,SI1,59.3,58.0,833,4.75,4.73,2.81 +53004,0.7,Premium,F,SI1,59.5,57.0,2596,5.81,5.79,3.45 +46455,0.52,Ideal,D,VS2,62.1,57.0,1774,5.13,5.17,3.2 +10002,1.01,Very Good,H,SI1,63.1,59.0,4705,6.34,6.43,4.03 +15462,1.21,Ideal,D,SI2,62.0,57.0,6190,6.81,6.83,4.23 +3269,1.01,Premium,I,SI2,61.5,62.0,3360,6.41,6.37,3.93 +2751,0.73,Ideal,F,SI1,61.7,55.0,3249,5.79,5.82,3.58 +15923,1.01,Very Good,G,VS1,62.3,60.0,6368,6.35,6.49,4.0 +396,0.32,Ideal,I,SI1,60.7,57.0,554,4.47,4.42,2.7 +34914,0.34,Ideal,F,VS2,62.5,55.0,880,4.51,4.48,2.81 +5075,0.9,Fair,F,VS2,65.7,57.0,3750,6.03,5.99,3.95 +25790,2.04,Premium,I,SI1,58.8,60.0,14775,8.42,8.32,4.92 +39382,0.31,Ideal,E,VVS2,61.6,56.0,1074,4.39,4.35,2.69 +20992,1.03,Premium,E,VVS2,59.7,56.0,9205,6.64,6.56,3.94 +48878,0.76,Very Good,J,VS1,59.3,63.0,2036,6.12,5.93,3.55 +33350,0.41,Ideal,G,VS2,62.4,55.0,827,4.73,4.76,2.96 +28105,0.36,Good,D,SI1,63.1,55.0,663,4.54,4.59,2.88 +15065,1.18,Very Good,F,SI1,59.9,59.0,6053,6.85,6.87,4.11 +41024,0.5,Very Good,G,SI1,64.1,57.0,1187,5.04,5.07,3.24 +30492,0.31,Ideal,D,SI1,61.7,57.0,732,4.38,4.34,2.69 +51669,0.7,Ideal,I,VS1,62.1,57.0,2398,5.69,5.71,3.54 +51790,0.7,Ideal,G,SI1,60.9,57.0,2415,5.79,5.77,3.52 +52472,0.71,Ideal,G,SI1,61.7,56.0,2518,5.74,5.77,3.55 +41019,0.55,Premium,G,SI2,60.3,58.0,1186,5.35,5.33,3.22 +6106,0.9,Very Good,F,SI2,62.0,59.0,3977,6.2,6.1,3.81 +12112,1.01,Very Good,D,SI2,64.0,56.0,5166,6.3,6.38,4.06 +42197,0.58,Good,G,VS2,63.2,58.0,1287,5.36,5.28,3.36 +48677,0.56,Ideal,G,VVS2,61.4,54.0,2004,5.33,5.35,3.28 +46581,0.61,Good,G,VS1,60.2,61.0,1785,5.47,5.52,3.3 +37205,0.34,Ideal,G,IF,61.4,56.0,974,4.5,4.53,2.77 +49888,0.65,Ideal,H,VVS1,62.4,54.0,2177,5.55,5.57,3.47 +48796,0.73,Good,F,SI2,63.4,55.0,2023,5.71,5.75,3.63 +14382,0.3,Premium,F,VS2,62.2,58.0,605,4.28,4.31,2.67 +40409,0.41,Very Good,E,VVS2,63.1,58.0,1133,4.75,4.72,2.99 +2679,0.9,Very Good,E,SI2,63.2,61.0,3239,6.06,5.99,3.81 +37730,0.41,Good,F,VVS2,63.6,56.0,996,4.68,4.72,2.99 +27596,2.13,Ideal,H,SI1,62.2,55.0,18442,8.27,8.2,5.12 +39141,0.41,Premium,G,VS2,61.7,61.0,1061,4.74,4.7,2.91 +32333,0.3,Ideal,G,VVS1,62.6,54.0,789,4.31,4.32,2.7 +29193,0.4,Ideal,E,SI1,62.4,53.0,694,4.73,4.75,2.96 +35039,0.38,Very Good,F,VS1,62.7,57.0,883,4.71,4.64,2.93 +46487,0.62,Premium,D,SI2,62.0,59.0,1777,5.48,5.45,3.39 +36951,0.25,Very Good,E,VS2,61.3,57.0,480,4.05,4.08,2.49 +13453,1.1,Very Good,I,VS2,61.8,58.0,5524,6.59,6.62,4.08 +18399,1.03,Very Good,E,VS1,61.5,58.0,7477,6.43,6.55,3.99 +29396,0.31,Premium,I,VVS2,62.1,58.0,698,4.37,4.33,2.7 +26258,2.16,Ideal,J,VS1,61.4,59.0,15714,8.27,8.33,5.1 +13629,1.04,Ideal,H,VS1,62.7,57.0,5577,6.42,6.46,4.04 +28839,0.41,Good,H,SI1,63.3,56.0,683,4.71,4.74,2.99 +6222,1.01,Good,F,SI2,63.1,58.0,4004,6.34,6.38,4.01 +48897,0.52,Very Good,G,VVS1,62.3,55.0,2040,5.13,5.15,3.2 +18961,1.23,Very Good,D,SI1,59.7,58.0,7799,6.96,7.02,4.17 +28998,0.34,Good,G,VS1,63.1,57.0,686,4.4,4.45,2.79 +27750,2.29,Premium,I,VS2,60.8,60.0,18823,8.5,8.47,5.16 +21476,1.5,Very Good,H,SI1,58.8,63.0,9573,7.42,7.38,4.35 +39374,0.31,Ideal,D,VVS2,61.0,55.0,1074,4.38,4.41,2.68 +12816,1.01,Premium,F,SI1,62.3,58.0,5345,6.44,6.41,4.0 +35725,0.3,Premium,D,VS2,61.0,60.0,911,4.33,4.29,2.63 +31813,0.43,Good,D,SI1,63.4,55.0,774,4.78,4.84,3.05 +5791,1.02,Premium,G,SI2,60.7,56.0,3904,6.56,6.51,3.97 +3760,0.86,Ideal,E,SI1,62.3,54.0,3456,6.13,6.07,3.8 +33307,0.28,Ideal,D,VVS2,61.1,55.0,827,4.23,4.28,2.6 +53238,0.72,Ideal,H,VS1,61.6,59.0,2642,5.75,5.78,3.55 +31923,0.3,Premium,G,VS1,62.8,59.0,776,4.27,4.23,2.67 +42532,0.4,Ideal,F,VVS1,61.3,56.0,1323,4.76,4.73,2.91 +50906,0.8,Fair,G,SI2,64.6,55.0,2318,5.86,5.75,3.75 +47450,0.53,Ideal,D,VS2,62.2,56.0,1857,5.16,5.19,3.22 +45543,0.51,Ideal,F,VS2,62.9,57.0,1687,5.11,5.09,3.21 +6412,1.13,Premium,E,SI2,59.4,62.0,4040,6.83,6.78,4.04 +43040,0.33,Ideal,E,VVS1,61.9,57.0,1374,4.46,4.43,2.75 +33027,0.3,Ideal,D,VVS2,61.6,57.0,814,4.31,4.32,2.66 +22339,1.24,Premium,E,VS1,59.9,61.0,10388,6.99,6.96,4.18 +33929,0.37,Very Good,E,VVS2,59.7,61.0,844,4.67,4.71,2.8 +26885,2.09,Very Good,F,SI2,62.7,61.0,16824,8.07,8.14,5.08 +14059,0.3,Premium,G,VS1,61.8,59.0,605,4.34,4.37,2.69 +19784,1.15,Very Good,G,VVS2,58.4,59.0,8349,6.84,6.92,4.02 +22576,1.4,Premium,F,VS2,61.5,60.0,10625,7.25,7.18,4.44 +11289,0.9,Very Good,H,VVS1,62.3,59.0,4977,6.09,6.15,3.81 +2616,0.82,Premium,I,IF,61.2,60.0,3224,6.03,5.99,3.68 +27021,2.02,Premium,I,VS1,61.2,59.0,17153,8.13,8.05,4.95 +43295,0.52,Ideal,H,VS2,61.6,55.0,1401,5.19,5.24,3.21 +46552,0.51,Very Good,E,VS2,63.3,56.0,1781,5.12,5.08,3.23 +23574,1.4,Very Good,G,VS1,59.9,56.0,11584,7.31,7.34,4.39 +7356,1.12,Ideal,D,I1,60.6,55.0,4215,6.76,6.73,4.09 +19759,1.59,Ideal,J,SI1,62.4,55.0,8325,7.48,7.45,4.66 +767,0.76,Ideal,E,SI1,62.7,54.0,2858,5.88,5.83,3.67 +10822,1.01,Ideal,G,SI1,60.7,58.0,4868,6.55,6.52,3.97 +2621,0.74,Very Good,F,VS1,61.7,57.0,3226,5.79,5.85,3.59 +39424,0.41,Ideal,F,VS1,60.8,56.0,1076,4.79,4.76,2.92 +22800,1.6,Very Good,I,VS1,58.6,58.0,10824,7.66,7.72,4.51 +40480,0.53,Good,E,SI2,63.2,54.0,1141,5.16,5.19,3.27 +17390,0.32,Ideal,G,SI1,62.5,55.0,612,4.38,4.35,2.73 +25818,2.01,Ideal,H,SI1,61.5,55.0,14837,8.11,8.06,4.97 +8530,1.0,Good,G,SI1,64.3,58.0,4427,6.25,6.22,4.01 +16952,1.01,Very Good,E,VS2,64.0,56.0,6771,6.22,6.37,4.03 +26786,2.1,Ideal,H,SI2,63.0,57.0,16629,8.13,8.08,5.11 +19070,1.51,Premium,J,VS1,62.3,59.0,7848,7.31,7.34,4.56 +3518,0.71,Ideal,F,VS1,61.5,57.0,3404,5.73,5.76,3.53 +45996,0.53,Very Good,G,VVS2,60.5,59.0,1724,5.24,5.29,3.19 +29500,0.32,Ideal,E,VS2,62.1,55.0,702,4.39,4.43,2.74 +35690,0.46,Ideal,I,VS1,62.3,56.0,911,4.93,4.96,3.08 +4218,0.72,Ideal,D,SI1,61.7,55.0,3568,5.77,5.8,3.57 +40032,0.41,Ideal,G,SI1,62.1,55.0,1110,4.78,4.81,2.98 +13170,1.0,Premium,E,SI1,61.9,60.0,5445,6.37,6.46,3.97 +14072,1.04,Good,D,SI1,63.7,58.0,5708,6.43,6.39,4.08 +14790,1.3,Premium,J,VS2,61.5,58.0,5951,7.05,7.0,4.32 +31861,0.3,Ideal,H,VVS2,61.3,56.0,776,4.35,4.33,2.66 +16196,1.07,Premium,G,VS2,62.1,58.0,6471,6.59,6.55,4.08 +29035,0.31,Ideal,H,VVS1,61.4,54.0,687,4.4,4.43,2.71 +27606,2.09,Good,F,SI2,63.4,55.0,18472,8.11,8.18,5.16 +38887,0.4,Premium,D,VS2,61.7,59.0,1050,4.75,4.72,2.92 +49560,0.78,Very Good,I,SI2,60.6,60.0,2130,5.91,5.93,3.59 +43304,0.61,Very Good,I,VS2,63.4,55.0,1401,5.46,5.42,3.45 +9572,1.0,Premium,D,SI2,62.2,61.0,4626,6.36,6.3,3.94 +27134,2.01,Premium,G,SI1,62.5,58.0,17334,7.98,8.08,5.02 +13097,1.21,Premium,I,SI1,59.3,59.0,5421,6.98,6.95,4.13 +20656,1.53,Ideal,J,VS1,62.4,54.0,8943,7.34,7.38,4.59 +9126,0.9,Premium,F,VS2,61.9,55.0,4536,6.25,6.23,3.86 +20809,1.23,Premium,E,VS2,61.7,57.0,9037,6.87,6.84,4.23 +46426,0.53,Good,G,VVS2,64.3,58.0,1769,5.11,5.15,3.3 +29952,0.33,Ideal,I,SI1,62.7,56.0,445,4.4,4.44,2.77 +16359,0.3,Good,D,VS2,64.1,57.0,608,4.25,4.21,2.71 +29882,0.3,Very Good,D,VS2,60.3,60.0,710,4.28,4.31,2.59 +51605,0.7,Very Good,I,VS1,63.2,55.0,2394,5.63,5.58,3.54 +8073,1.01,Very Good,J,VS2,60.6,59.0,4337,6.42,6.45,3.9 +21761,1.5,Very Good,I,VVS2,63.3,58.0,9828,7.24,7.21,4.57 +1749,0.73,Ideal,G,VS1,61.8,57.0,3041,5.78,5.81,3.58 +9688,1.22,Very Good,J,SI2,62.6,58.0,4652,6.78,6.84,4.26 +30819,0.33,Ideal,E,SI1,61.9,57.0,743,4.46,4.43,2.75 +7580,1.06,Very Good,I,SI1,62.8,56.0,4255,6.47,6.52,4.08 +48903,0.51,Very Good,F,VVS2,62.0,55.0,2041,5.11,5.14,3.17 +10827,1.15,Ideal,H,SI2,62.0,56.0,4870,6.68,6.75,4.16 +30293,0.3,Good,D,SI2,63.3,57.0,447,4.26,4.3,2.71 +14123,1.05,Ideal,H,VS2,61.7,57.0,5728,6.52,6.55,4.03 +42145,0.55,Ideal,I,VS2,61.6,55.0,1281,5.27,5.29,3.25 +46748,0.51,Premium,F,VS1,60.3,57.0,1799,5.22,5.2,3.14 +31794,0.42,Premium,F,SI1,61.8,58.0,773,4.81,4.84,2.98 +53538,0.51,Ideal,E,VVS1,61.1,54.7,2691,5.16,5.2,3.17 +32929,0.42,Premium,D,SI1,62.1,59.0,810,4.77,4.79,2.97 +22984,1.52,Ideal,I,VVS1,62.3,55.0,11033,7.32,7.37,4.58 +49313,0.34,Ideal,G,SI1,61.5,55.0,540,4.49,4.52,2.77 +45786,0.55,Premium,E,VS2,58.1,62.0,1708,5.46,5.38,3.15 +16354,0.3,Premium,H,VS2,62.7,59.0,608,4.26,4.22,2.66 +13078,1.06,Very Good,H,VS2,60.7,59.0,5415,6.56,6.63,4.0 +24035,0.29,Good,E,VVS2,62.7,61.0,633,4.2,4.22,2.64 +32835,0.42,Ideal,I,VS2,61.0,54.0,807,4.84,4.87,2.96 +7917,0.81,Ideal,D,VS2,59.5,60.0,4315,6.08,6.15,3.64 +24052,0.3,Very Good,G,VVS1,62.8,55.0,635,4.28,4.31,2.7 +41392,0.47,Premium,H,VS1,61.8,58.0,1221,4.99,4.94,3.07 +40231,0.4,Premium,D,VS1,59.2,59.0,1123,4.79,4.81,2.84 +24777,1.5,Ideal,G,VS2,62.0,55.0,13135,7.33,7.36,4.56 +17206,1.26,Good,G,SI1,63.2,61.0,6874,6.81,6.87,4.32 +29640,0.27,Very Good,J,VVS2,60.8,57.0,443,4.16,4.2,2.54 +6009,1.04,Premium,I,SI2,61.6,56.0,3960,6.56,6.49,4.02 +49069,1.0,Premium,H,I1,62.7,59.0,2058,6.39,6.33,3.98 +22427,1.01,Very Good,D,VVS2,62.5,59.0,10453,6.34,6.4,3.98 +37302,0.33,Ideal,F,IF,61.8,56.0,978,4.42,4.46,2.74 +11601,1.02,Ideal,G,SI1,60.6,59.0,5044,6.55,6.52,3.96 +17942,1.07,Good,E,VS2,63.1,56.0,7250,6.49,6.54,4.11 +20756,1.53,Premium,E,SI2,58.9,59.0,8996,7.63,7.55,4.47 +2316,0.71,Ideal,G,VVS1,62.1,56.0,3167,5.72,5.84,3.59 +52477,0.71,Very Good,D,SI2,60.2,58.0,2519,5.76,5.8,3.48 +20736,1.1,Ideal,F,VS2,60.7,57.0,8977,6.66,6.7,4.05 +2555,0.93,Very Good,J,VS2,63.3,61.0,3208,6.19,6.14,3.9 +3387,0.31,Premium,J,VS1,61.8,59.0,408,4.31,4.33,2.67 +20634,1.27,Very Good,F,VS2,60.7,61.0,8928,6.97,7.01,4.24 +30794,0.3,Ideal,E,VVS2,62.4,54.0,742,4.31,4.34,2.7 +19343,1.06,Premium,E,VS1,63.0,58.0,8044,6.49,6.46,4.08 +8608,1.2,Very Good,G,SI2,61.5,58.0,4443,6.83,6.85,4.21 +50924,0.7,Premium,F,SI1,60.2,58.0,2319,5.76,5.7,3.45 +7119,1.01,Good,E,SI2,57.5,63.0,4171,6.56,6.58,3.78 +51124,0.7,Premium,D,SI1,62.1,62.0,2339,5.63,5.58,3.48 +7824,1.0,Premium,D,SI2,60.8,60.0,4295,6.45,6.41,3.91 +18621,1.01,Ideal,G,VVS2,62.0,58.0,7597,6.36,6.39,3.95 +3938,0.9,Ideal,G,SI2,62.4,56.0,3500,6.14,6.19,3.85 +753,0.77,Premium,F,SI1,61.0,58.0,2856,5.94,5.9,3.61 +34801,0.36,Ideal,H,IF,62.2,54.1,877,4.57,4.6,2.86 +27378,0.35,Premium,H,SI1,61.3,55.0,647,4.58,4.55,2.8 +23287,2.01,Good,I,SI2,56.9,59.0,11312,8.41,8.3,4.74 +827,0.7,Ideal,H,VVS1,62.3,58.0,2866,5.66,5.7,3.54 +51787,0.7,Premium,F,SI1,60.8,58.0,2415,5.78,5.74,3.5 +5069,0.3,Premium,G,SI1,59.8,57.0,574,4.37,4.32,2.6 +17715,0.41,Ideal,J,VS2,62.3,54.0,613,4.77,4.8,2.98 +42949,0.3,Very Good,F,SI2,63.3,55.0,506,4.33,4.29,2.73 +36236,0.38,Ideal,E,VS1,60.7,56.0,933,4.7,4.72,2.86 +12708,0.26,Ideal,F,VVS1,61.6,57.0,599,4.08,4.1,2.52 +35623,0.3,Very Good,H,VS2,62.9,59.0,473,4.26,4.3,2.69 +18833,1.12,Ideal,G,VS1,61.6,55.0,7716,6.69,6.72,4.13 +35416,0.4,Premium,G,SI1,62.0,59.0,900,4.74,4.71,2.93 +41752,0.52,Very Good,F,SI1,58.6,61.0,1244,5.28,5.3,3.1 +11199,1.07,Ideal,I,SI1,62.0,55.0,4958,6.56,6.6,4.08 +36559,0.4,Ideal,E,SI1,62.7,57.0,945,4.72,4.69,2.95 +20764,1.01,Very Good,E,VVS2,61.5,58.0,9002,6.4,6.44,3.95 +39819,0.3,Premium,E,IF,61.0,59.0,1097,4.33,4.29,2.63 +38825,0.5,Very Good,I,SI1,63.5,56.0,1048,5.02,5.06,3.2 +42205,0.5,Very Good,E,SI1,63.4,55.0,1289,5.02,5.1,3.21 +13803,1.21,Ideal,H,SI2,62.6,56.0,5624,6.84,6.77,4.26 +47578,0.54,Ideal,H,VVS1,61.3,56.0,1875,5.23,5.27,3.22 +42802,0.4,Ideal,F,VVS2,61.8,55.0,1351,4.71,4.74,2.92 +36925,0.41,Ideal,G,VS1,60.8,56.0,961,4.82,4.79,2.92 +41500,0.58,Premium,J,VS2,59.5,62.0,1233,5.44,5.41,3.23 +1974,0.92,Premium,J,VS2,60.9,62.0,3091,6.31,6.26,3.83 +11279,1.35,Premium,J,VS2,61.2,61.0,4974,7.13,7.08,4.35 +3375,0.25,Ideal,G,SI1,62.3,57.0,407,4.03,4.09,2.53 +47372,0.54,Ideal,E,VS2,61.8,55.0,1847,5.26,5.24,3.24 +24817,3.0,Premium,G,I1,59.7,60.0,13203,9.42,9.26,5.58 +30062,0.3,Ideal,G,VVS1,61.8,56.0,720,4.34,4.37,2.69 +18057,0.32,Very Good,F,VS1,62.2,55.0,616,4.37,4.39,2.72 +28670,0.24,Ideal,F,VVS2,61.0,56.0,678,4.05,4.08,2.48 +46776,0.53,Ideal,F,VS2,61.6,57.0,1803,5.21,5.15,3.19 +10576,1.02,Premium,H,SI1,58.3,59.0,4819,6.68,6.59,3.87 +46742,0.54,Ideal,F,VS1,62.2,55.0,1799,5.23,5.25,3.26 +26052,1.51,Premium,F,VS2,59.1,60.0,15253,7.52,7.45,4.42 +936,0.84,Very Good,F,SI1,63.8,57.0,2885,5.95,6.0,3.81 +26651,2.03,Very Good,H,SI2,56.8,61.0,16442,8.52,8.42,4.81 +26294,1.52,Good,E,VS1,63.9,56.0,15792,7.25,7.21,4.62 +13658,1.01,Ideal,H,SI1,62.5,56.0,5589,6.38,6.45,4.01 +21727,2.01,Premium,J,SI1,61.7,60.0,9793,8.12,8.09,5.0 +47136,0.6,Premium,E,SI1,61.9,58.0,1830,5.43,5.39,3.35 +16878,1.01,Premium,D,VS1,61.1,56.0,6733,6.43,6.36,3.91 +25702,0.35,Ideal,D,SI1,60.8,55.0,644,4.56,4.59,2.78 +39987,0.41,Ideal,F,VS2,61.8,56.0,1107,4.8,4.78,2.96 +22987,1.87,Premium,H,SI2,62.5,58.0,11037,7.86,7.81,4.9 +12160,1.08,Ideal,D,SI2,59.1,60.0,5177,6.7,6.76,3.98 +20440,1.52,Very Good,I,SI1,63.7,58.0,8794,7.23,7.3,4.63 +33046,0.3,Ideal,F,VVS1,61.8,57.0,814,4.3,4.34,2.67 +33464,0.32,Ideal,F,VS2,61.1,57.0,828,4.47,4.44,2.72 +40827,0.48,Premium,F,SI1,61.1,61.0,1170,5.05,5.0,3.07 +3263,1.02,Very Good,J,SI2,63.1,58.0,3359,6.38,6.34,4.01 +30645,0.42,Very Good,D,SI1,63.0,59.0,735,4.77,4.79,3.01 +39509,0.4,Good,F,VVS1,60.6,62.0,1080,4.71,4.73,2.86 +4962,0.9,Good,H,VS1,64.0,59.0,3734,6.01,6.05,3.86 +20396,0.31,Very Good,G,VS1,62.8,58.0,625,4.27,4.3,2.69 +172,0.7,Premium,D,VS2,58.0,62.0,2773,5.87,5.78,3.38 +3279,0.82,Ideal,F,SI1,62.1,56.0,3361,6.04,6.0,3.74 +707,0.91,Fair,H,SI1,65.8,58.0,2854,6.04,6.01,3.96 +6276,1.0,Very Good,H,SI2,63.0,61.0,4015,6.31,6.35,3.99 +31946,0.3,Ideal,F,VS2,61.8,56.0,776,4.31,4.3,2.66 +30764,0.25,Ideal,E,VVS1,61.2,57.0,740,4.12,4.08,2.51 +19469,1.34,Good,H,VS2,59.1,60.0,8109,7.15,7.19,4.24 +37408,0.46,Ideal,F,SI1,61.6,54.0,983,4.97,5.0,3.07 +1895,0.79,Very Good,E,SI1,63.7,58.0,3077,5.79,5.85,3.71 +393,0.32,Ideal,I,SI1,62.4,57.0,554,4.37,4.35,2.72 +20298,2.5,Fair,G,I1,65.1,59.0,8711,8.55,8.39,5.53 +4455,0.88,Ideal,F,SI2,62.2,56.0,3619,6.11,6.17,3.82 +11694,1.01,Very Good,I,VS2,62.9,56.0,5067,6.38,6.43,4.03 +52499,0.5,Premium,D,VVS1,61.5,58.0,2525,5.12,5.06,3.13 +20192,1.04,Ideal,G,VVS1,62.2,55.0,8637,6.48,6.51,4.04 +10194,0.9,Good,D,VS2,62.6,62.0,4739,6.11,6.15,3.84 +40413,0.55,Ideal,I,SI1,61.7,55.0,1134,5.29,5.31,3.27 +8650,1.0,Good,F,SI1,64.0,57.0,4452,6.33,6.29,4.04 +36226,0.33,Very Good,D,VVS2,59.5,56.0,933,4.51,4.56,2.7 +24409,1.51,Ideal,D,SI1,60.7,59.0,12648,7.47,7.42,4.52 +28230,0.33,Very Good,F,VS2,61.2,58.0,666,4.45,4.5,2.74 +4272,0.71,Good,G,IF,57.8,62.0,3583,5.82,5.95,3.4 +47101,0.51,Ideal,D,VS1,60.7,57.0,1826,5.18,5.23,3.16 +35661,0.31,Good,G,VVS2,63.8,56.0,907,4.28,4.24,2.72 +48663,0.55,Ideal,E,VS1,61.2,57.0,2001,5.28,5.3,3.24 +44680,0.53,Very Good,F,VS2,60.5,55.0,1610,5.24,5.29,3.19 +20666,1.51,Good,I,VS2,62.2,59.0,8951,7.19,7.3,4.51 +18295,1.19,Good,D,VS1,63.8,55.0,7437,6.68,6.64,4.25 +40194,0.5,Premium,G,SI2,62.6,58.0,1121,5.09,5.03,3.17 +18984,1.09,Ideal,E,VS2,62.1,57.0,7813,6.62,6.56,4.09 +53687,0.8,Very Good,E,SI2,62.9,54.0,2715,5.91,6.02,3.75 +42649,0.4,Ideal,E,VVS1,61.5,56.0,1333,4.7,4.73,2.9 +16384,1.22,Ideal,H,SI1,62.2,56.0,6541,6.84,6.89,4.27 +33822,0.4,Very Good,I,VVS1,61.5,58.0,842,4.7,4.76,2.91 +28663,0.31,Ideal,G,VVS2,62.5,53.0,677,4.37,4.4,2.74 +9633,0.92,Premium,E,SI1,61.7,57.0,4637,6.32,6.2,3.86 +6122,1.02,Ideal,I,SI1,61.9,55.0,3983,6.43,6.46,3.99 +9901,1.07,Ideal,J,VS2,61.7,58.0,4686,6.58,6.55,4.05 +19914,1.28,Premium,G,VS2,61.4,58.0,8458,7.0,6.92,4.27 +7110,1.11,Very Good,I,SI2,62.6,55.0,4168,6.65,6.71,4.18 +35065,0.3,Ideal,D,VS1,60.7,56.0,885,4.38,4.41,2.67 +12159,1.3,Premium,J,SI1,61.5,58.0,5176,7.02,6.97,4.3 +42523,0.45,Premium,G,VVS1,60.8,58.0,1323,4.98,4.92,3.01 +43944,0.34,Ideal,H,SI1,61.3,56.0,516,4.48,4.52,2.76 +33875,0.3,Ideal,E,VS2,62.0,55.0,844,4.35,4.3,2.68 +31743,0.4,Premium,D,SI1,60.8,59.0,772,4.77,4.8,2.91 +31557,0.38,Very Good,G,VS2,60.4,57.0,766,4.67,4.7,2.83 +35213,0.35,Very Good,G,IF,62.1,54.0,892,4.53,4.57,2.82 +53398,0.83,Ideal,H,SI2,61.1,59.0,2666,6.05,6.1,3.71 +6376,0.25,Very Good,F,VVS2,62.0,59.0,576,3.99,4.04,2.49 +2705,0.31,Ideal,G,VS2,62.2,53.0,562,4.37,4.38,2.72 +27288,2.0,Premium,E,SI2,62.2,56.0,17760,8.14,8.06,5.04 +49000,0.72,Very Good,G,SI2,59.7,56.0,2050,5.83,5.89,3.5 +4233,1.1,Very Good,I,SI1,63.5,57.0,3573,6.55,6.53,4.15 +16306,1.13,Ideal,G,VS2,62.7,57.0,6525,6.65,6.68,4.18 +49832,0.84,Fair,D,SI2,64.5,60.0,2167,5.92,5.84,3.79 +32140,0.31,Good,H,VVS1,63.7,56.0,786,4.33,4.3,2.75 +38982,0.39,Premium,F,VS2,58.8,59.0,1053,4.83,4.8,2.83 +13684,1.01,Premium,D,SI1,60.7,58.0,5599,6.42,6.49,3.92 +22122,1.57,Premium,H,SI1,62.2,61.0,10149,7.38,7.32,4.57 +17612,1.24,Very Good,H,VS1,62.6,54.0,7092,6.84,6.88,4.29 +28614,0.3,Ideal,E,SI1,62.9,56.0,675,4.31,4.24,2.69 +50288,0.36,Premium,J,SI1,61.3,60.0,541,4.59,4.52,2.79 +16803,1.28,Ideal,H,SI1,62.4,56.0,6701,6.93,6.91,4.32 +18742,1.02,Very Good,G,VVS1,63.0,58.0,7657,6.4,6.43,4.04 +18775,1.02,Premium,F,VS1,62.8,58.0,7677,6.44,6.4,4.03 +48317,0.28,Very Good,F,VS1,62.3,52.0,536,4.2,4.26,2.62 +37789,0.3,Ideal,D,VVS1,61.3,57.0,1000,4.29,4.32,2.64 +10185,1.0,Good,G,SI1,63.9,60.0,4737,6.22,6.27,3.99 +20273,1.52,Premium,I,SI1,60.5,60.0,8694,7.4,7.48,4.5 +8330,1.0,Good,E,SI2,61.0,61.0,4394,6.37,6.44,3.91 +50242,0.7,Very Good,G,SI1,62.0,61.0,2234,5.68,5.71,3.53 +39225,0.51,Very Good,E,SI2,63.0,56.0,1067,5.12,5.14,3.23 +10221,1.01,Very Good,H,SI1,62.7,58.0,4743,6.36,6.34,3.98 +29924,0.31,Ideal,D,VS1,61.1,56.0,713,4.33,4.37,2.66 +35108,0.3,Ideal,F,IF,62.6,57.0,886,4.25,4.28,2.67 +26950,2.06,Premium,G,SI2,61.7,58.0,17012,8.2,8.15,5.04 +37499,0.53,Premium,E,SI2,62.2,57.0,984,5.2,5.16,3.22 +23495,1.02,Ideal,E,IF,62.6,57.0,11500,6.41,6.47,4.03 +43057,0.59,Ideal,G,SI1,63.4,56.0,1376,5.36,5.29,3.38 +50148,0.64,Ideal,E,SI1,60.9,57.0,2215,5.56,5.58,3.39 +35939,0.41,Ideal,D,SI1,63.0,56.0,920,4.8,4.75,3.01 +27653,1.71,Ideal,G,VVS2,62.1,55.0,18599,7.63,7.66,4.75 +33577,0.36,Very Good,D,VS1,59.0,57.0,832,4.71,4.74,2.79 +22870,1.62,Very Good,H,VS2,62.6,58.0,10912,7.57,7.45,4.7 +35678,0.42,Very Good,D,VS2,60.7,60.0,910,4.79,4.83,2.92 +44365,0.56,Ideal,G,VS2,60.6,57.0,1580,5.33,5.36,3.24 +46790,0.46,Good,F,IF,57.5,58.0,1806,5.12,5.18,2.96 +46661,0.51,Ideal,D,VS2,61.9,55.0,1787,5.11,5.13,3.17 +50829,0.74,Ideal,G,SI1,62.7,56.0,2309,5.78,5.74,3.61 +14835,1.25,Very Good,I,VS2,62.7,58.0,5975,6.74,6.95,4.29 +17345,1.35,Very Good,I,VS2,62.1,62.0,6961,6.97,7.05,4.35 +20758,1.51,Premium,I,VS2,62.3,60.0,8997,7.35,7.29,4.56 +16616,1.54,Premium,I,SI2,62.4,59.0,6640,7.33,7.35,4.58 +40914,0.42,Ideal,G,VVS1,61.4,56.0,1179,4.81,4.83,2.96 +36439,0.31,Ideal,D,VS2,61.7,55.0,942,4.4,4.35,2.7 +48458,0.73,Very Good,E,SI2,63.1,59.0,1975,5.76,5.72,3.62 +10946,1.01,Premium,F,SI1,62.5,58.0,4899,6.39,6.42,4.0 +33982,0.41,Good,G,VS1,63.3,62.0,847,4.67,4.71,2.97 +18840,1.4,Premium,I,VS1,61.6,59.0,7722,7.22,7.17,4.43 +3802,1.0,Very Good,J,SI1,61.9,62.0,3465,6.33,6.36,3.93 +16116,0.9,Premium,D,VS1,61.2,58.0,6441,6.27,6.25,3.83 +24224,1.57,Premium,D,SI1,62.3,59.0,12417,7.44,7.39,4.62 +36597,0.3,Premium,F,IF,61.6,58.0,947,4.32,4.35,2.67 +27375,0.32,Ideal,G,SI1,61.9,55.0,647,4.39,4.43,2.73 +50367,0.61,Ideal,E,VS2,61.9,53.0,2248,5.45,5.5,3.39 +8917,1.07,Premium,H,VS1,60.5,61.0,4494,6.67,6.59,4.01 +41638,0.32,Premium,J,VS2,61.9,58.0,504,4.38,4.35,2.7 +45001,0.57,Ideal,F,VS2,62.3,55.0,1637,5.3,5.36,3.32 +37443,0.51,Good,J,VS2,63.1,56.0,984,5.1,5.13,3.23 +28977,0.31,Premium,I,VS2,60.8,58.0,435,4.34,4.37,2.65 +13921,1.2,Very Good,G,SI1,63.2,59.0,5665,6.77,6.74,4.27 +49899,0.65,Very Good,G,VVS2,61.3,59.0,2178,5.51,5.61,3.41 +32661,0.31,Ideal,H,VVS2,62.8,57.0,802,4.33,4.3,2.71 +11187,1.0,Ideal,D,SI2,61.5,56.0,4956,6.45,6.41,3.95 +44898,0.5,Very Good,E,VS2,63.2,57.0,1629,5.06,5.03,3.19 +3332,0.91,Premium,I,VS2,62.4,61.0,3376,6.18,6.16,3.85 +40251,0.51,Premium,H,SI2,62.9,56.0,1125,5.08,5.06,3.19 +23721,0.25,Very Good,F,VVS1,62.2,56.0,633,4.02,4.03,2.5 +16785,1.31,Very Good,I,SI1,62.6,59.0,6686,6.97,6.86,4.33 +45761,0.61,Very Good,I,VS2,62.7,57.0,1706,5.39,5.42,3.39 +50059,0.57,Ideal,E,VS2,61.3,57.0,2202,5.29,5.38,3.27 +25211,1.51,Ideal,G,VS1,62.8,56.0,13811,7.29,7.24,4.56 +12088,1.05,Premium,H,SI1,59.3,58.0,5161,6.65,6.61,3.93 +50191,0.72,Ideal,F,SI2,62.0,55.0,2224,5.75,5.79,3.58 +10961,0.94,Very Good,D,SI1,60.7,60.0,4902,6.27,6.32,3.82 +47351,0.5,Premium,D,VS2,61.9,58.0,1845,5.1,5.04,3.14 +6212,1.07,Very Good,I,SI1,58.4,60.0,4001,6.68,6.78,3.93 +52576,0.7,Very Good,E,SI1,60.9,59.0,2537,5.67,5.76,3.48 +45161,0.5,Premium,D,SI1,60.7,61.0,1654,5.12,5.09,3.1 +35073,0.38,Very Good,G,VS1,57.1,63.0,886,4.77,4.86,2.75 +24074,2.01,Good,H,SI2,57.6,60.0,12215,8.32,8.23,4.76 +30968,0.38,Ideal,I,SI1,62.3,56.0,746,4.63,4.58,2.87 +27686,3.01,Premium,J,SI2,59.7,58.0,18710,9.41,9.32,5.59 +23458,1.21,Very Good,F,VVS2,61.0,58.0,11455,6.89,6.92,4.21 +32688,0.31,Very Good,G,VS1,63.2,56.0,802,4.32,4.29,2.72 +6088,0.91,Good,E,SI1,64.0,61.0,3973,6.01,6.06,3.86 +5910,1.06,Ideal,G,SI2,62.3,55.0,3936,6.54,6.49,4.06 +27924,0.4,Ideal,J,VS1,62.2,54.3,658,4.73,4.75,2.95 +20949,1.22,Ideal,G,VS1,60.7,57.0,9166,6.94,6.93,4.21 +51900,0.71,Ideal,I,VS1,61.5,60.0,2432,5.7,5.74,3.52 +46569,0.71,Good,E,SI2,57.5,58.0,1783,5.91,5.89,3.39 +5890,0.8,Ideal,E,VS2,60.9,57.0,3930,6.01,6.05,3.67 +272,0.7,Very Good,E,VS2,62.9,57.0,2793,5.66,5.69,3.57 +43540,0.41,Ideal,D,VS1,61.1,56.0,1427,4.8,4.83,2.94 +30256,0.31,Very Good,E,VVS1,60.4,61.0,725,4.34,4.4,2.64 +6270,1.04,Ideal,I,VS2,62.9,56.0,4013,6.5,6.41,4.06 +3446,0.9,Premium,H,SI1,61.4,60.0,3387,6.13,6.08,3.75 +4676,1.0,Good,F,SI2,60.6,62.0,3672,6.36,6.45,3.88 +1566,0.8,Very Good,H,SI1,63.0,57.0,3005,5.89,5.95,3.73 +42360,0.46,Premium,E,VS2,62.2,58.0,1302,4.99,4.95,3.09 +51268,0.7,Fair,D,SI2,58.1,60.0,2358,5.79,5.82,3.37 +28364,0.4,Good,H,SI1,62.0,61.0,667,4.69,4.73,2.92 +53304,0.3,Premium,D,SI1,61.6,58.0,552,4.29,4.32,2.65 +18643,1.11,Ideal,G,VS2,62.0,56.0,7608,6.65,6.62,4.12 +2901,0.8,Very Good,F,VS2,63.3,59.8,3283,5.79,5.83,3.68 +43907,0.39,Very Good,E,I1,62.8,57.0,511,4.61,4.66,2.91 +30323,0.36,Premium,G,VS1,59.7,59.0,726,4.61,4.64,2.76 +25599,2.14,Good,I,SI2,63.8,57.0,14452,8.17,8.14,5.2 +20282,1.5,Good,I,VS2,57.8,60.0,8702,7.54,7.5,4.35 +38302,0.35,Very Good,D,SI2,62.4,57.0,487,4.47,4.5,2.8 +26565,1.2,Ideal,E,VVS1,61.8,56.0,16256,6.78,6.87,4.22 +30493,0.31,Premium,D,SI1,61.4,58.0,732,4.39,4.34,2.68 +45541,0.51,Premium,F,VS2,62.1,58.0,1687,5.12,5.09,3.17 +37695,0.41,Premium,J,VVS1,60.1,58.0,994,4.83,4.79,2.89 +9684,1.23,Premium,J,SI1,61.9,54.0,4649,6.89,6.86,4.26 +2891,0.9,Fair,H,SI1,61.4,61.0,3282,6.08,6.14,3.75 +46001,0.55,Very Good,E,VS2,61.2,57.0,1725,5.22,5.27,3.21 +10248,1.01,Good,H,SI1,63.1,59.0,4749,6.32,6.36,4.0 +48494,0.66,Ideal,D,VS2,61.8,56.0,1981,5.6,5.57,3.45 +35891,0.32,Ideal,G,IF,61.7,54.0,918,4.39,4.42,2.72 +35618,0.34,Ideal,G,SI1,62.7,57.0,473,4.48,4.51,2.82 +3135,0.74,Very Good,G,VVS1,63.2,56.0,3328,5.74,5.72,3.62 +11808,1.04,Premium,H,SI1,61.0,58.0,5090,6.6,6.54,4.01 +16531,1.04,Good,F,VS2,63.7,58.0,6606,6.34,6.43,4.07 +47073,0.52,Ideal,D,VS2,61.9,57.0,1822,5.14,5.17,3.19 +52774,0.75,Ideal,I,VS1,61.9,54.1,2564,5.82,5.85,3.61 +36017,0.35,Premium,E,VS1,62.2,58.0,921,4.5,4.47,2.79 +10934,1.1,Ideal,I,VS2,62.0,56.0,4897,6.67,6.62,4.12 +17493,1.05,Ideal,G,VS1,61.3,57.0,7027,6.51,6.58,4.01 +44926,0.51,Ideal,G,VS1,60.2,56.0,1632,5.18,5.24,3.14 +33109,0.4,Good,G,VS2,59.6,63.0,816,4.77,4.81,2.85 +30519,0.3,Premium,D,VS1,61.2,59.0,732,4.34,4.29,2.64 +53720,0.55,Ideal,D,VVS2,61.6,56.0,2720,5.23,5.29,3.24 +51916,0.7,Ideal,E,SI2,62.3,58.0,2436,5.66,5.7,3.54 +6819,1.01,Ideal,I,VS1,62.9,56.0,4118,6.43,6.38,4.03 +34597,0.27,Very Good,E,VS2,61.3,58.0,470,4.13,4.16,2.54 +29802,0.3,Premium,D,SI1,62.2,58.0,709,4.31,4.28,2.67 +22544,1.2,Premium,F,VVS2,62.8,60.0,10580,6.79,6.74,4.25 +43707,0.61,Very Good,F,SI2,62.9,56.6,1437,5.38,5.45,3.4 +29298,0.3,Ideal,I,VS2,61.3,58.0,438,4.3,4.31,2.64 +14386,0.3,Premium,H,VVS2,62.4,58.0,605,4.26,4.3,2.67 +18329,1.07,Very Good,G,VVS2,61.6,57.0,7457,6.55,6.59,4.05 +22690,0.3,Very Good,G,VS1,62.5,59.0,629,4.32,4.25,2.68 +38263,0.26,Premium,G,VS1,61.3,60.0,382,4.07,4.12,2.51 +43989,0.31,Premium,F,I1,62.9,59.0,394,4.33,4.29,2.71 +45467,0.53,Ideal,E,VS2,61.8,56.0,1676,5.17,5.21,3.21 +53452,0.7,Very Good,G,VS1,61.7,59.0,2676,5.66,5.69,3.5 +14778,1.25,Premium,D,SI2,63.0,62.0,5947,6.86,6.82,4.3 +41049,0.44,Ideal,G,SI1,60.9,56.0,1188,4.88,4.94,2.99 +41558,0.53,Very Good,G,SI1,61.2,55.0,1237,5.21,5.34,3.23 +40979,0.41,Ideal,D,VVS2,62.5,57.0,1181,4.75,4.72,2.96 +15704,0.24,Very Good,F,VVS2,61.8,56.0,608,4.01,4.04,2.48 +20281,1.5,Very Good,F,SI2,63.1,63.0,8702,7.27,7.21,4.57 +23626,1.54,Very Good,F,SI1,58.8,60.0,11650,7.54,7.59,4.45 +5194,0.91,Good,G,SI1,63.5,61.0,3776,6.05,6.1,3.86 +35411,0.32,Ideal,E,VS2,62.1,55.0,900,4.42,4.4,2.74 +52063,0.7,Good,E,SI2,63.5,56.0,2453,5.6,5.68,3.58 +25057,2.02,Very Good,J,VS2,61.5,59.0,13564,8.06,8.13,4.98 +26652,2.05,Ideal,G,SI2,59.8,59.0,16446,8.22,8.31,4.94 +4390,0.31,Ideal,D,SI1,62.6,57.0,571,4.3,4.33,2.7 +44115,0.53,Premium,F,VS1,61.5,61.0,1558,5.17,5.11,3.16 +2251,1.03,Premium,J,SI2,62.2,59.0,3149,6.42,6.4,3.99 +19941,1.06,Ideal,G,VVS1,61.6,57.0,8488,6.53,6.55,4.03 +41615,0.24,Very Good,G,VVS1,61.7,56.0,504,3.98,4.02,2.46 +22720,1.67,Premium,I,VS2,61.9,56.0,10736,7.64,7.6,4.72 +14613,0.9,Ideal,D,VS2,63.0,57.0,5897,6.14,6.09,3.85 +23091,1.62,Ideal,H,VS2,62.4,57.0,11114,7.48,7.53,4.68 +53524,0.77,Ideal,E,SI2,62.3,57.0,2689,5.88,5.91,3.67 +53595,0.76,Fair,H,VVS2,64.8,57.0,2699,5.67,5.81,3.71 +24530,1.5,Ideal,G,VS2,63.0,56.0,12821,7.32,7.26,4.59 +11965,1.15,Premium,H,SI1,60.9,57.0,5139,6.8,6.72,4.12 +2692,0.9,Good,I,VS2,63.7,61.0,3246,6.1,6.06,3.87 +35246,0.3,Ideal,E,VVS1,60.5,57.0,895,4.34,4.39,2.64 +24876,1.51,Premium,G,VS1,61.1,58.0,13293,7.38,7.36,4.5 +17000,1.01,Premium,E,VS2,62.9,58.0,6787,6.39,6.36,4.01 +27100,1.54,Ideal,F,VS2,61.8,56.0,17240,7.36,7.39,4.56 +41684,0.54,Ideal,F,SI2,61.1,56.0,1240,5.26,5.22,3.2 +30640,0.36,Ideal,I,IF,61.8,55.0,735,4.58,4.61,2.84 +20842,1.51,Ideal,I,VS2,62.6,56.0,9069,7.27,7.32,4.57 +50863,0.71,Very Good,E,SI2,62.2,58.0,2313,5.68,5.73,3.55 +35041,0.4,Ideal,G,VVS2,61.4,53.0,883,4.73,4.81,2.93 +8874,1.01,Very Good,F,SI2,61.9,57.0,4484,6.42,6.35,3.95 +21550,2.03,Good,I,SI2,63.8,63.0,9651,7.89,7.84,5.02 +24509,1.5,Fair,G,VS2,64.4,56.0,12787,7.16,7.09,4.59 +19095,1.01,Premium,G,VVS2,60.7,58.0,7862,6.52,6.49,3.95 +53875,0.71,Very Good,D,VS2,62.5,60.0,2745,5.61,5.65,3.52 +33506,0.32,Premium,G,VS1,62.5,60.0,828,4.35,4.29,2.7 +41670,0.46,Ideal,D,VS2,62.4,56.0,1240,4.95,4.98,3.1 +35248,0.3,Premium,E,VVS1,60.0,60.0,895,4.35,4.38,2.62 +4572,0.76,Ideal,F,VS2,61.9,57.0,3648,5.83,5.86,3.62 +13322,1.0,Premium,E,SI1,61.6,59.0,5500,6.38,6.41,3.94 +31732,0.31,Ideal,G,VVS1,62.3,56.0,772,4.34,4.37,2.71 +15767,1.0,Premium,D,VS2,61.2,61.0,6303,6.39,6.35,3.9 +12067,1.0,Premium,G,SI1,61.9,62.0,5154,6.22,6.18,3.84 +47851,0.77,Good,J,SI1,63.3,57.0,1909,5.79,5.84,3.68 +28424,0.38,Ideal,J,VVS2,61.7,54.6,670,4.65,4.69,2.89 +32710,0.31,Ideal,F,VS2,61.8,56.0,802,4.37,4.33,2.69 +33483,0.32,Premium,F,VS2,61.5,58.0,828,4.42,4.39,2.71 +19557,1.5,Premium,E,SI2,61.7,58.0,8190,7.2,7.17,4.43 +43434,0.5,Premium,I,VVS1,58.2,62.0,1415,5.25,5.19,3.04 +34010,0.33,Very Good,E,VVS1,61.6,53.0,848,4.46,4.5,2.76 +52169,0.7,Very Good,G,VS1,62.8,57.0,2475,5.63,5.68,3.55 +10114,1.02,Very Good,G,SI1,63.2,59.0,4718,6.41,6.37,4.04 +1791,1.02,Good,E,I1,63.1,60.0,3051,6.31,6.4,4.01 +17564,1.2,Very Good,H,VS2,62.5,60.0,7072,6.72,6.78,4.22 +31096,0.36,Very Good,H,VVS1,62.0,55.0,753,4.57,4.6,2.84 +25729,1.54,Ideal,G,VS1,62.0,57.0,14650,7.4,7.45,4.6 +1577,0.71,Ideal,G,SI1,61.3,55.0,3007,5.73,5.79,3.53 +8603,1.11,Very Good,I,SI2,62.5,58.0,4442,6.59,6.65,4.14 +35114,0.3,Ideal,F,IF,62.3,53.0,886,4.34,4.36,2.71 +30409,0.34,Very Good,D,VS2,60.0,59.0,730,4.5,4.56,2.72 +44297,0.52,Ideal,E,SI1,61.6,55.0,1577,5.19,5.16,3.19 +21466,1.53,Ideal,H,SI2,61.2,56.0,9562,7.46,7.43,4.56 +24884,1.01,Very Good,D,VVS1,62.8,57.0,13312,6.36,6.41,4.01 +2829,0.9,Good,F,SI2,63.2,57.0,3267,6.09,6.15,3.87 +50342,0.62,Ideal,D,VS2,61.2,56.0,2243,5.49,5.52,3.37 +5535,0.9,Very Good,F,SI1,61.7,60.0,3854,6.19,6.22,3.83 +5079,1.25,Premium,J,VS2,59.8,58.0,3751,7.02,6.96,4.18 +46677,0.59,Ideal,E,SI1,61.4,56.0,1789,5.39,5.36,3.3 +34936,0.28,Very Good,H,VS2,61.4,57.0,376,4.21,4.23,2.59 +35580,0.35,Ideal,F,VS2,62.4,57.0,906,4.51,4.5,2.81 +33367,0.41,Ideal,G,VS2,61.4,55.0,827,4.75,4.8,2.93 +52419,0.74,Premium,E,SI2,58.8,60.0,2512,5.93,5.91,3.48 +38609,0.39,Very Good,D,VS2,59.5,57.0,1040,4.79,4.82,2.86 +46702,0.55,Ideal,G,VS1,61.3,57.0,1792,5.28,5.25,3.23 +5057,0.3,Ideal,D,SI2,60.2,56.0,574,4.4,4.37,2.64 +53197,0.77,Very Good,G,SI1,62.7,57.0,2633,5.79,5.85,3.65 +23768,1.53,Premium,F,SI1,58.5,59.0,11820,7.62,7.55,4.44 +3725,0.36,Ideal,H,VS2,62.1,55.0,568,4.57,4.58,2.84 +10894,1.02,Premium,F,SI1,62.5,56.0,4884,6.44,6.35,4.0 +27624,2.0,Fair,G,VS2,67.6,58.0,18515,7.65,7.61,5.16 +35346,0.42,Very Good,H,SI1,63.1,57.0,898,4.78,4.76,3.01 +52058,0.7,Very Good,H,VS1,61.2,55.0,2453,5.68,5.72,3.49 +4570,0.8,Ideal,E,VS2,62.2,57.0,3648,5.95,5.98,3.71 +53458,0.77,Ideal,E,SI2,62.4,56.0,2677,5.83,5.86,3.65 +27741,1.71,Premium,F,VS2,62.3,59.0,18791,7.57,7.53,4.7 +9885,1.06,Ideal,D,SI2,61.2,57.0,4682,6.59,6.51,4.01 +10400,0.31,Very Good,G,SI1,63.2,54.0,593,4.33,4.31,2.73 +25959,2.01,Ideal,I,SI1,62.5,57.0,15140,8.08,8.01,5.03 +12472,1.25,Premium,I,SI1,62.5,59.0,5250,6.89,6.81,4.28 +53461,0.92,Good,G,SI2,63.8,57.0,2677,6.19,6.13,3.93 +2721,0.26,Ideal,E,VVS2,62.5,55.0,564,4.07,4.09,2.55 +19168,1.08,Ideal,F,VS2,61.0,57.0,7923,6.68,6.61,4.06 +44469,0.51,Premium,E,SI1,61.5,58.0,1593,5.14,5.11,3.15 +623,0.7,Ideal,F,SI1,61.0,56.0,2840,5.75,5.8,3.52 +53301,0.3,Very Good,I,VVS1,62.8,59.0,552,4.24,4.29,2.68 +35425,0.32,Premium,E,VS2,61.0,59.0,900,4.45,4.44,2.71 +40518,0.48,Ideal,G,SI1,61.6,55.0,1145,5.06,5.1,3.13 +11524,1.24,Premium,J,VS2,61.4,59.0,5026,6.91,6.83,4.22 +34405,0.34,Ideal,H,IF,61.7,55.0,863,4.5,4.54,2.79 +6147,0.9,Very Good,D,SI2,59.5,58.0,3989,6.28,6.33,3.75 +10460,1.14,Premium,H,SI2,60.6,59.0,4788,6.8,6.77,4.11 +37521,0.31,Very Good,E,IF,58.1,60.0,987,4.45,4.5,2.6 +38556,0.31,Ideal,D,VVS2,61.2,55.0,1034,4.37,4.42,2.69 +37117,0.43,Good,E,VS1,59.9,61.0,970,4.89,4.93,2.94 +51974,0.24,Very Good,F,VVS2,60.9,55.0,547,4.07,4.08,2.48 +41655,0.58,Very Good,H,SI1,59.7,57.0,1239,5.41,5.47,3.25 +31908,0.3,Premium,G,VS1,61.9,59.0,776,4.32,4.28,2.66 +24984,2.07,Very Good,J,VS2,61.3,56.0,13495,8.16,8.2,5.02 +7597,0.91,Ideal,G,VS2,62.3,57.0,4257,6.18,6.24,3.87 +30491,0.31,Ideal,D,SI1,62.2,55.0,732,4.37,4.34,2.71 +9541,1.13,Premium,H,SI2,61.1,59.0,4619,6.73,6.65,4.09 +23241,1.39,Premium,E,VS2,61.7,59.0,11248,7.13,7.09,4.39 +35457,0.32,Ideal,E,VS2,61.9,56.0,900,4.4,4.35,2.71 +19314,1.02,Ideal,F,VS1,61.2,57.0,8024,6.45,6.52,3.98 +47580,0.6,Ideal,F,VS2,61.9,55.0,1875,5.43,5.46,3.37 +4434,0.73,Ideal,D,SI1,61.3,57.0,3615,5.81,5.83,3.57 +23293,2.0,Fair,I,VS1,58.5,68.0,11322,8.26,8.15,4.8 +14357,1.13,Ideal,I,VS1,61.6,54.0,5813,6.72,6.74,4.15 +49052,0.51,Ideal,D,VS2,62.5,56.0,2056,5.13,5.11,3.2 +17365,1.01,Very Good,G,VVS2,63.4,55.0,6968,6.41,6.34,4.04 +43963,0.35,Ideal,G,SI2,61.2,56.0,517,4.56,4.59,2.8 +30726,0.41,Good,D,SI1,63.2,58.0,738,4.72,4.77,3.0 +898,1.0,Fair,J,VS1,65.5,55.0,2875,6.3,6.25,4.11 +6871,0.91,Premium,H,VS2,59.9,62.0,4128,6.33,6.26,3.77 +1138,0.71,Very Good,E,VS2,60.7,60.0,2921,5.75,5.78,3.5 +27791,0.37,Very Good,G,VS2,60.7,57.0,649,4.64,4.69,2.83 +11216,0.9,Very Good,F,VS1,62.5,58.0,4961,6.1,6.15,3.83 +43853,0.5,Very Good,I,VVS1,62.8,61.0,1448,4.98,5.05,3.15 +36972,0.42,Ideal,G,VVS2,61.4,54.0,962,4.81,4.9,2.98 +52119,0.75,Very Good,F,SI1,60.6,60.0,2463,5.88,5.91,3.57 +16804,1.57,Very Good,J,SI2,62.1,60.0,6702,7.37,7.41,4.59 +18264,1.51,Very Good,J,VS2,60.2,59.0,7418,7.35,7.36,4.43 +2128,0.86,Ideal,I,VS2,62.1,57.0,3121,6.1,6.07,3.78 +18125,1.44,Fair,H,VS1,58.1,69.0,7338,7.49,7.34,4.32 +42586,0.52,Very Good,E,SI1,63.0,54.0,1330,5.11,5.15,3.23 +6493,1.06,Good,H,SI1,57.2,60.0,4060,6.84,6.74,3.88 +49377,0.7,Premium,G,SI2,61.3,58.0,2100,5.75,5.67,3.5 +24951,2.0,Premium,G,SI2,62.9,58.0,13420,7.98,7.92,5.0 +14416,1.05,Premium,G,VS2,61.9,59.0,5821,6.56,6.52,4.05 +50861,0.54,Premium,E,VVS2,61.0,59.0,2313,5.28,5.27,3.22 +48773,0.72,Premium,E,SI2,61.6,59.0,2019,5.83,5.68,3.55 +30456,0.3,Ideal,F,VS1,61.7,56.0,731,4.34,4.32,2.67 +43592,0.31,Ideal,H,VS2,61.5,56.0,507,4.38,4.4,2.7 +17218,1.08,Ideal,F,SI1,61.8,55.0,6884,6.58,6.63,4.08 +16439,1.23,Very Good,I,VS1,63.1,58.0,6564,6.77,6.91,4.32 +40226,0.4,Premium,D,VS1,62.5,60.0,1123,4.66,4.72,2.93 +3188,0.73,Ideal,G,VS1,62.0,55.0,3342,5.74,5.79,3.58 +40284,0.34,Ideal,I,VS2,61.1,55.0,495,4.51,4.55,2.77 +41690,0.5,Premium,E,SI2,61.3,56.0,1240,5.13,5.08,3.13 +17895,1.21,Premium,H,VS1,62.3,58.0,7223,6.84,6.77,4.24 +42856,0.41,Ideal,D,VVS2,62.1,56.0,1356,4.78,4.76,2.96 +22715,1.5,Very Good,D,SI2,64.0,56.0,10730,7.17,7.23,4.61 +46456,0.71,Good,J,VS2,63.8,58.0,1774,5.61,5.58,3.57 +12404,1.01,Good,E,SI1,57.9,57.0,5233,6.6,6.67,3.84 +35202,0.33,Ideal,I,IF,61.8,55.0,891,4.47,4.46,2.76 +3953,0.7,Ideal,E,VS2,61.0,56.0,3504,5.74,5.78,3.52 +45125,0.85,Fair,G,I1,62.7,60.0,1651,6.05,5.96,3.77 +25571,2.2,Ideal,H,SI2,62.6,55.0,14408,8.34,8.31,5.21 +27742,2.15,Ideal,G,SI2,62.6,54.0,18791,8.29,8.35,5.21 +30370,0.36,Very Good,H,VS2,63.5,54.0,729,4.59,4.55,2.9 +4382,0.31,Very Good,D,SI1,62.1,58.0,571,4.3,4.33,2.68 +49106,0.63,Premium,E,VS1,61.8,60.0,2064,5.51,5.49,3.4 +29081,0.41,Very Good,D,SI1,64.1,54.0,689,4.72,4.74,3.03 +4403,0.31,Ideal,D,SI1,60.8,56.0,571,4.32,4.37,2.64 +50927,0.59,Ideal,D,VS1,62.0,56.0,2319,5.35,5.39,3.33 +34121,0.38,Ideal,E,VS2,61.7,54.3,853,4.68,4.69,2.89 +51886,0.56,Ideal,E,VVS2,61.5,57.0,2429,5.27,5.34,3.26 +48844,0.55,Premium,E,VS2,61.1,58.0,2030,5.3,5.28,3.23 +19535,1.22,Ideal,H,VS1,62.6,56.0,8167,6.83,6.87,4.29 +35596,0.31,Premium,H,VVS1,60.6,59.0,907,4.38,4.36,2.65 +30715,0.33,Ideal,F,VS1,61.6,55.0,738,4.46,4.47,2.76 +11284,1.05,Premium,G,SI1,60.3,57.0,4974,6.64,6.59,3.99 +8872,0.9,Very Good,G,VS2,58.5,59.0,4484,6.35,6.36,3.72 +20358,1.51,Ideal,I,SI1,62.4,59.0,8752,7.27,7.34,4.56 +7306,0.96,Premium,G,SI2,59.3,58.0,4204,6.49,6.43,3.83 +52739,0.73,Ideal,E,SI2,60.9,57.0,2559,5.8,5.83,3.54 +31064,0.27,Good,E,VVS1,63.9,57.0,752,4.1,4.07,2.61 +34446,0.31,Ideal,E,VVS2,60.2,57.0,864,4.39,4.41,2.65 +7901,1.0,Fair,F,VS2,68.3,58.0,4312,5.98,5.95,4.08 +13627,1.01,Ideal,G,SI1,62.6,56.0,5576,6.41,6.44,4.02 +1948,1.02,Fair,I,SI2,64.5,56.0,3084,6.28,6.25,4.04 +6226,1.0,Very Good,E,SI2,59.1,61.0,4004,6.39,6.44,3.79 +10612,1.02,Premium,H,VS1,62.1,57.0,4827,6.46,6.42,4.0 +44843,0.56,Ideal,H,VS2,61.3,56.0,1625,5.32,5.27,3.25 +30750,0.39,Ideal,H,VS1,61.9,57.0,740,4.71,4.76,2.93 +29362,0.31,Very Good,G,VS2,63.1,56.0,698,4.37,4.31,2.74 +12808,1.21,Ideal,J,SI1,61.9,54.0,5341,6.85,6.88,4.25 +46654,0.51,Ideal,D,VS2,61.9,57.0,1787,5.11,5.13,3.17 +25354,0.28,Very Good,E,VVS2,59.1,59.0,642,4.27,4.33,2.54 +52996,0.73,Ideal,I,VS1,61.6,55.0,2596,5.77,5.79,3.56 +10396,0.31,Ideal,G,SI1,62.2,55.0,593,4.36,4.35,2.71 +2962,0.91,Ideal,J,VS1,60.7,57.0,3296,6.26,6.23,3.79 +37842,0.33,Ideal,D,VS2,62.8,54.0,1002,4.46,4.43,2.79 +51042,0.7,Premium,H,VS2,60.8,59.0,2330,5.71,5.74,3.48 +6257,0.92,Premium,E,SI2,61.7,59.0,4011,6.18,6.27,3.84 +43030,0.58,Very Good,F,SI1,62.6,57.0,1373,5.24,5.36,3.32 +29971,0.29,Ideal,F,VVS1,61.1,57.0,715,4.26,4.29,2.61 +25199,2.04,Very Good,H,SI2,63.2,58.0,13790,8.1,8.0,5.09 +9037,0.36,Ideal,H,VS2,61.0,55.0,587,4.59,4.62,2.81 +44461,0.55,Ideal,I,VVS1,61.7,56.0,1593,5.24,5.29,3.25 +10809,1.0,Ideal,E,SI1,61.5,57.0,4864,6.41,6.47,3.96 +14582,1.13,Ideal,H,VS2,62.0,57.0,5885,6.7,6.66,4.14 +37996,0.43,Ideal,H,VVS2,61.3,56.0,1008,4.9,4.86,2.99 +21322,1.51,Ideal,F,SI2,62.6,55.0,9471,7.39,7.35,4.61 +44804,0.5,Very Good,E,VS2,61.8,58.0,1624,5.05,5.11,3.14 +37486,0.35,Premium,E,VS2,58.9,59.0,984,4.64,4.59,2.72 +17550,1.05,Premium,G,VS1,61.6,58.0,7063,6.51,6.48,4.0 +16761,1.06,Premium,F,VS2,61.8,60.0,6673,6.58,6.53,4.05 +52031,0.71,Very Good,G,SI1,61.7,59.0,2448,5.72,5.78,3.55 +45883,0.55,Ideal,F,SI1,61.7,56.0,1718,5.3,5.26,3.25 +24492,2.03,Very Good,D,SI2,63.1,59.0,12765,8.12,7.99,5.08 +11925,1.09,Ideal,H,SI1,61.1,57.0,5125,6.62,6.71,4.07 +44682,0.5,Premium,D,SI1,62.3,58.0,1610,5.08,5.07,3.16 +22437,1.2,Ideal,G,VVS2,62.2,53.0,10463,6.8,6.84,4.24 +30548,0.31,Premium,E,VS1,61.0,58.0,734,4.37,4.39,2.67 +12311,1.04,Ideal,F,SI1,61.4,59.0,5220,6.46,6.5,3.98 +50809,0.78,Very Good,F,SI2,61.5,59.0,2307,5.88,5.95,3.63 +3702,1.0,Good,E,SI2,64.3,58.0,3450,6.18,6.11,3.95 +48499,0.7,Fair,H,VS2,57.0,58.0,1981,5.87,5.89,3.35 +21090,1.14,Ideal,F,VVS1,61.6,57.0,9259,6.71,6.76,4.15 +6315,0.96,Premium,H,SI1,63.0,58.0,4026,6.27,6.23,3.94 +19159,1.11,Ideal,G,VS1,61.6,56.0,7917,6.64,6.67,4.1 +35982,0.42,Premium,G,VS1,60.9,58.0,921,4.81,4.84,2.94 +51292,0.75,Premium,E,SI1,59.8,60.0,2360,5.9,5.84,3.51 +5320,0.9,Good,D,SI2,62.3,58.0,3806,6.05,6.27,3.84 +20079,1.5,Ideal,I,SI1,59.4,60.0,8555,7.54,7.5,4.47 +1586,0.7,Ideal,F,VS2,61.3,57.0,3008,5.7,5.76,3.51 +11692,1.34,Very Good,E,SI2,62.1,63.0,5065,7.06,7.01,4.37 +12514,1.16,Ideal,H,SI2,62.2,55.7,5260,6.68,6.74,4.18 +36630,0.24,Very Good,F,VVS1,61.8,58.0,478,3.95,3.98,2.45 +15052,0.3,Ideal,G,VS1,59.9,56.0,605,4.37,4.41,2.63 +34669,0.31,Premium,E,VS2,61.8,59.0,872,4.37,4.3,2.68 +33051,0.3,Ideal,F,VVS1,62.5,57.0,814,4.26,4.29,2.67 +10486,1.02,Premium,H,SI1,62.0,60.0,4796,6.37,6.4,3.96 +46459,0.54,Ideal,E,VS2,61.6,56.0,1774,5.24,5.28,3.24 +47708,0.58,Ideal,E,VS2,61.9,57.0,1884,5.33,5.37,3.31 +46122,0.52,Premium,E,VS2,62.8,55.0,1743,5.15,5.11,3.22 +42025,0.52,Very Good,G,SI1,60.0,57.0,1267,5.25,5.29,3.16 +8737,1.02,Fair,H,VS2,64.6,61.0,4462,6.32,6.24,4.06 +37064,0.43,Premium,F,VS2,59.8,58.0,968,4.94,4.89,2.94 +11280,1.22,Premium,E,SI2,62.1,56.0,4974,6.89,6.83,4.26 +4555,0.81,Very Good,E,SI1,61.9,60.0,3643,5.87,5.95,3.66 +42125,0.56,Ideal,F,SI2,61.4,57.0,1279,5.3,5.33,3.26 +51234,0.71,Premium,G,SI1,60.4,59.0,2352,5.81,5.75,3.49 +32070,0.33,Ideal,D,SI1,62.8,55.0,780,4.45,4.41,2.78 +22434,1.57,Ideal,I,VS2,62.8,57.0,10462,7.46,7.37,4.66 +17341,1.21,Ideal,G,SI1,62.1,57.0,6958,6.79,6.83,4.23 +7457,1.01,Good,D,SI2,64.0,56.0,4234,6.25,6.29,4.01 +35775,0.5,Good,J,SI1,63.2,55.0,912,5.03,5.07,3.19 +11405,1.24,Ideal,J,SI1,61.8,57.0,5000,6.92,6.86,4.26 +19194,1.33,Premium,H,VS2,62.6,58.0,7943,7.07,7.01,4.41 +46848,0.53,Ideal,F,VS1,62.2,55.0,1812,5.17,5.22,3.23 +7573,1.05,Ideal,J,SI1,62.3,56.0,4253,6.47,6.5,4.04 +43006,0.52,Very Good,G,VS2,63.0,56.0,1369,5.09,5.13,3.22 +39472,0.41,Premium,E,VS1,61.8,58.0,1079,4.73,4.75,2.93 +22003,1.31,Ideal,G,VS1,62.2,56.0,10071,7.05,7.01,4.37 +1593,0.83,Very Good,F,SI1,62.1,58.0,3010,5.98,6.06,3.74 +43218,0.5,Fair,E,VS2,64.9,56.0,1397,5.01,4.95,3.23 +14496,1.01,Premium,F,SI1,59.1,56.0,5854,6.65,6.52,3.89 +18379,0.42,Good,D,SI2,60.7,61.0,617,4.78,4.84,2.92 +27871,0.42,Good,H,SI1,63.6,57.0,653,4.74,4.79,3.03 +11837,1.0,Good,D,SI1,60.4,64.0,5096,6.39,6.3,3.83 +40523,0.51,Ideal,F,SI2,61.3,57.0,1146,5.16,5.19,3.17 +12983,1.11,Premium,H,VS2,62.0,59.0,5395,6.66,6.59,4.11 +20726,0.31,Ideal,F,VS2,61.9,55.0,625,4.37,4.39,2.71 +12843,1.06,Ideal,F,SI2,61.8,56.0,5354,6.56,6.51,4.04 +1280,0.54,Ideal,F,VVS1,61.6,55.0,2951,5.27,5.28,3.25 +24589,2.01,Premium,E,SI1,60.4,61.0,12898,8.05,7.98,4.84 +35035,0.3,Premium,F,VVS2,59.5,59.0,882,4.42,4.38,2.62 +44930,0.5,Very Good,D,VS2,63.2,60.0,1632,5.04,5.02,3.18 +44131,0.66,Ideal,E,SI2,61.9,55.0,1560,5.61,5.64,3.48 +30205,0.34,Ideal,F,VS1,60.9,57.0,723,4.53,4.56,2.77 +44909,0.53,Premium,D,SI1,60.0,58.0,1631,5.24,5.29,3.16 +4169,1.04,Ideal,I,SI2,61.9,56.0,3553,6.51,6.45,4.02 +37563,0.31,Ideal,G,IF,61.7,56.0,988,4.38,4.34,2.69 +2212,1.0,Premium,G,SI2,61.5,56.0,3142,6.49,6.44,3.97 +50053,0.58,Very Good,F,VVS2,60.0,57.0,2201,5.44,5.42,3.26 +16199,1.29,Ideal,E,SI2,62.8,57.0,6473,6.94,6.88,4.34 +39433,0.41,Ideal,F,VS1,62.0,57.0,1076,4.76,4.73,2.94 +51748,0.71,Ideal,E,SI1,61.9,56.0,2404,5.76,5.71,3.55 +30498,0.31,Premium,D,SI1,61.4,58.0,732,4.36,4.33,2.67 +14864,1.05,Very Good,G,VS2,63.0,57.0,5987,6.48,6.51,4.09 +19059,1.72,Ideal,H,SI1,62.2,57.0,7840,7.65,7.55,4.72 +38308,0.37,Good,G,SI2,63.3,55.0,487,4.58,4.61,2.91 +7402,0.33,Ideal,H,VS1,61.9,56.0,579,4.44,4.48,2.76 +46380,0.55,Ideal,G,VS1,61.5,57.0,1763,5.23,5.28,3.23 +15149,1.01,Good,F,VS2,62.5,62.0,6089,6.32,6.38,3.97 +32356,0.3,Premium,G,VVS1,60.7,59.0,789,4.33,4.37,2.64 +52199,0.7,Premium,G,VS2,61.8,60.0,2479,5.67,5.63,3.49 +26289,2.27,Premium,H,SI2,60.7,59.0,15783,8.5,8.45,5.15 +42019,0.53,Premium,F,SI1,62.2,58.0,1266,5.19,5.16,3.22 +9673,1.06,Ideal,I,SI1,62.6,56.0,4646,6.46,6.54,4.07 +23149,1.51,Very Good,H,VS2,62.8,60.0,11166,7.25,7.28,4.56 +35492,0.4,Ideal,E,VS2,60.9,56.0,904,4.78,4.81,2.92 +35067,0.42,Ideal,H,SI1,61.7,55.0,885,4.84,4.85,2.99 +45471,0.5,Premium,E,VS2,62.0,58.0,1676,5.09,5.07,3.15 +22842,1.64,Premium,H,SI1,59.2,58.0,10874,7.76,7.68,4.57 +32648,0.31,Ideal,H,VVS2,61.1,56.0,802,4.37,4.33,2.66 +11530,1.0,Premium,E,SI1,62.7,61.0,5027,6.37,6.32,3.98 +43606,0.31,Very Good,E,SI1,58.7,60.0,507,4.45,4.48,2.62 +1763,0.72,Premium,D,VS2,60.2,60.0,3045,5.76,5.81,3.48 +22263,1.04,Premium,D,VVS2,60.8,58.0,10314,6.53,6.49,3.96 +36857,0.5,Good,D,SI2,58.5,64.0,958,5.2,5.12,3.02 +2269,0.73,Ideal,G,VS2,61.7,56.0,3154,5.79,5.81,3.58 +27492,2.01,Ideal,F,SI2,61.6,55.0,18183,8.08,8.02,4.97 +29189,0.44,Ideal,G,SI2,61.1,55.0,694,4.93,4.95,3.02 +14100,1.0,Very Good,E,SI1,59.2,59.0,5718,6.49,6.55,3.86 +23410,1.01,Ideal,E,VVS2,61.7,57.0,11400,6.42,6.44,3.97 +13759,1.29,Ideal,J,SI1,61.6,58.0,5607,6.96,6.99,4.3 +21092,1.22,Very Good,G,VS1,61.2,58.0,9261,6.85,6.9,4.21 +12012,1.09,Ideal,H,SI1,61.4,57.0,5149,6.66,6.6,4.07 +31688,0.26,Ideal,D,VVS2,61.4,56.0,769,4.15,4.12,2.54 +29860,0.3,Premium,D,VS2,60.9,58.0,710,4.32,4.35,2.64 +34306,0.37,Ideal,E,VS1,61.6,54.0,858,4.6,4.65,2.86 +21102,1.6,Ideal,H,SI2,62.1,56.0,9275,7.43,7.51,4.64 +156,0.76,Ideal,D,SI2,62.4,57.0,2770,5.78,5.83,3.62 +38756,0.43,Ideal,H,SI1,61.5,57.0,1045,4.88,4.84,2.99 +52785,0.58,Ideal,F,VVS2,62.2,56.0,2567,5.32,5.36,3.32 +49014,0.5,Very Good,F,VVS2,61.8,56.0,2052,5.11,5.15,3.17 +38697,0.37,Ideal,E,VS2,61.9,53.0,1041,4.65,4.62,2.87 +32824,0.34,Ideal,D,VS2,62.0,55.0,805,4.45,4.49,2.77 +35494,0.41,Very Good,F,SI1,63.3,58.0,904,4.74,4.71,2.99 +26884,1.25,Ideal,E,IF,61.8,55.0,16823,6.95,6.9,4.28 +27813,0.28,Ideal,G,IF,61.3,57.0,650,4.25,4.27,2.6 +7992,1.03,Very Good,E,SI2,60.7,63.0,4326,6.48,6.44,3.92 +26482,2.0,Premium,I,VS2,58.6,62.0,16068,8.2,8.17,4.8 +43372,0.53,Ideal,E,SI1,62.1,53.0,1408,5.2,5.23,3.24 +46951,0.3,Ideal,H,VS1,62.5,56.0,526,4.24,4.27,2.66 +41524,0.42,Premium,G,VVS1,59.8,58.0,1235,4.88,4.85,2.91 +50528,0.75,Very Good,F,SI2,60.5,57.0,2274,5.88,5.95,3.58 +18633,1.01,Ideal,F,VS1,61.3,57.0,7602,6.47,6.44,3.96 +15285,1.09,Ideal,D,SI1,61.9,57.0,6133,6.57,6.61,4.08 +6166,1.01,Fair,F,SI1,66.8,60.0,3991,6.21,6.13,4.12 +12398,1.22,Very Good,H,SI2,62.9,59.0,5233,6.66,6.76,4.22 +8058,0.23,Very Good,E,VVS1,62.4,54.0,583,3.95,3.98,2.47 +28304,0.32,Very Good,I,SI1,62.8,58.0,432,4.34,4.39,2.74 +45945,0.56,Very Good,H,VVS2,59.8,57.0,1723,5.39,5.48,3.25 +17810,1.23,Very Good,H,VS2,60.2,63.0,7177,6.95,6.91,4.17 +10455,1.0,Premium,H,SI1,61.5,58.0,4788,6.45,6.37,3.94 +21949,1.5,Very Good,G,SI1,62.1,58.0,10019,7.26,7.3,4.52 +22078,1.53,Premium,I,VS1,61.2,59.0,10098,7.39,7.41,4.53 +53015,0.77,Ideal,I,VVS2,62.1,55.0,2598,5.85,5.9,3.65 +42154,0.53,Good,H,VS1,57.6,64.0,1282,5.41,5.36,3.1 +25677,1.95,Very Good,H,SI1,62.9,58.0,14603,7.86,7.94,4.97 +28942,0.3,Ideal,G,VVS2,62.7,57.0,684,4.26,4.29,2.68 +29005,0.34,Very Good,F,VS2,62.9,55.0,686,4.46,4.48,2.81 +11413,0.9,Premium,F,VS1,62.7,58.0,5000,6.17,6.14,3.86 +51287,0.72,Premium,F,SI1,59.3,59.0,2360,5.85,5.81,3.46 +19008,1.21,Ideal,F,VS2,62.6,55.0,7826,6.8,6.75,4.24 +16625,1.03,Ideal,G,VS2,62.8,55.0,6645,6.48,6.44,4.05 +36276,0.3,Ideal,G,SI1,62.0,58.0,477,4.27,4.29,2.65 +7630,0.94,Premium,H,VS2,62.5,58.0,4264,6.26,6.18,3.89 +5615,0.87,Premium,D,VS2,59.9,59.0,3873,6.2,6.16,3.7 +17477,1.13,Ideal,G,VS2,62.7,56.0,7016,6.65,6.61,4.16 +36492,0.39,Good,E,VVS2,61.5,61.0,943,4.73,4.74,2.91 +34438,0.46,Premium,I,SI2,61.0,58.0,863,5.03,4.97,3.05 +52867,0.76,Premium,E,SI2,60.8,57.0,2580,5.89,5.85,3.57 +11417,1.16,Ideal,E,SI2,62.7,56.0,5001,6.69,6.73,4.21 +4660,1.17,Premium,H,I1,62.8,58.0,3669,6.71,6.69,4.21 +32542,0.27,Ideal,E,VVS2,63.0,56.0,799,4.14,4.12,2.6 +13897,1.01,Very Good,D,SI2,62.0,57.0,5656,6.41,6.46,3.99 +29549,0.29,Very Good,D,SI2,59.7,56.0,705,4.37,4.4,2.62 +10132,0.91,Very Good,D,VS2,62.7,59.0,4720,6.13,6.16,3.85 +17344,1.18,Ideal,G,SI1,62.0,56.0,6960,6.76,6.79,4.2 +30907,0.4,Ideal,G,SI2,60.4,56.0,745,4.78,4.82,2.9 +29840,0.3,Ideal,D,VS2,62.5,54.0,710,4.29,4.32,2.69 +4167,0.71,Ideal,E,VS2,61.3,56.0,3553,5.76,5.79,3.54 +53293,0.3,Ideal,I,VVS1,61.9,57.0,552,4.31,4.35,2.68 +29223,0.31,Premium,G,VS1,60.4,59.0,695,4.41,4.37,2.65 +10181,1.22,Premium,I,SI2,61.5,61.0,4735,6.89,6.83,4.22 +47016,0.56,Very Good,E,VS2,61.9,55.0,1819,5.25,5.31,3.27 +30183,0.34,Ideal,H,VVS1,62.3,54.0,722,4.46,4.5,2.79 +39794,0.39,Ideal,D,VS1,62.0,57.0,1095,4.67,4.71,2.91 +30776,0.4,Ideal,G,SI1,62.3,54.0,741,4.74,4.77,2.96 +12440,1.2,Ideal,H,VS1,61.9,57.0,5242,6.77,6.73,4.18 +25325,2.09,Premium,G,SI2,59.8,59.0,14024,8.37,8.32,4.99 +49168,0.71,Premium,F,SI2,62.6,59.0,2072,5.64,5.6,3.52 +24256,1.6,Good,E,SI1,63.6,58.0,12467,7.38,7.44,4.71 +21473,1.32,Ideal,H,VVS2,62.0,54.0,9571,7.05,7.06,4.37 +31253,0.46,Ideal,F,SI2,61.5,54.0,758,4.98,5.01,3.07 +44058,0.5,Very Good,F,VS1,62.9,58.0,1550,5.05,5.09,3.19 +31639,0.3,Good,J,SI1,63.8,56.0,450,4.26,4.23,2.71 +42536,0.4,Premium,D,VVS2,60.8,59.0,1323,4.81,4.76,2.91 +46498,0.52,Very Good,F,VS1,61.7,56.0,1778,5.14,5.17,3.18 +23683,1.71,Very Good,D,SI2,62.1,58.0,11737,7.56,7.64,4.72 +42849,0.41,Ideal,F,VVS1,62.0,55.0,1356,4.78,4.74,2.95 +44363,0.56,Ideal,E,SI1,60.9,56.0,1580,5.32,5.35,3.25 +29245,0.34,Ideal,E,VS2,61.8,57.0,696,4.48,4.52,2.78 +14318,1.35,Premium,G,SI1,62.4,58.0,5799,7.07,6.97,4.38 +9927,1.01,Good,E,SI1,63.3,57.0,4692,6.33,6.37,4.02 +16210,1.02,Good,F,VS2,63.3,59.0,6479,6.37,6.4,4.04 +53758,0.72,Fair,F,VS2,55.4,64.0,2724,6.06,5.97,3.34 +46596,0.54,Ideal,F,VS2,61.4,57.0,1786,5.25,5.2,3.21 +39720,0.51,Very Good,H,SI1,63.0,57.0,1090,5.11,5.14,3.23 +16463,1.01,Ideal,D,SI1,63.0,56.0,6579,6.36,6.41,4.02 +25331,2.21,Premium,H,SI2,61.3,60.0,14032,8.35,8.33,5.11 +46725,0.58,Premium,E,SI1,61.6,59.0,1794,5.38,5.33,3.3 +46642,0.3,Very Good,E,SI1,62.9,57.0,526,4.25,4.3,2.69 +51919,0.7,Very Good,G,VS1,62.5,58.0,2437,5.63,5.69,3.54 +39158,0.35,Ideal,E,VS1,61.9,56.0,1063,4.53,4.51,2.8 +788,0.9,Premium,I,SI1,63.0,58.0,2861,6.09,6.01,3.81 +7822,1.0,Very Good,D,SI2,63.3,60.0,4295,6.29,6.19,3.95 +30253,0.34,Very Good,F,VVS2,59.6,60.0,724,4.54,4.59,2.72 +12869,1.26,Ideal,I,SI2,62.0,56.0,5363,7.0,6.94,4.32 +3427,0.79,Ideal,E,SI1,62.0,57.0,3384,5.92,5.96,3.68 +38329,0.32,Premium,E,VVS1,60.5,58.0,1020,4.47,4.42,2.69 +18324,1.1,Ideal,F,VS2,61.4,56.0,7453,6.64,6.68,4.09 +18815,1.4,Very Good,I,VS2,59.2,60.0,7702,7.35,7.3,4.34 +43123,0.6,Premium,D,SI2,61.4,56.0,1385,5.43,5.41,3.33 +9708,0.32,Very Good,I,VVS1,60.1,61.0,589,4.4,4.45,2.66 +3149,0.9,Fair,E,SI1,65.0,61.0,3332,6.05,6.02,3.92 +17505,1.21,Ideal,I,VS1,61.8,56.0,7037,6.83,6.87,4.23 +26446,2.02,Premium,H,VS2,61.3,60.0,15987,8.16,8.11,4.99 +24661,2.01,Premium,I,VS2,59.5,60.0,13003,8.26,8.21,4.9 +19167,1.63,Ideal,H,SI2,62.4,57.0,7923,7.59,7.52,4.71 +53904,0.75,Very Good,E,SI1,62.9,57.0,2753,5.79,5.84,3.66 +53591,0.74,Ideal,E,SI1,61.6,54.0,2699,5.82,5.9,3.61 +23036,0.33,Ideal,D,SI2,60.9,56.0,631,4.48,4.45,2.72 +34365,0.41,Ideal,F,VS2,61.1,56.0,863,4.8,4.83,2.94 +5737,1.1,Fair,E,SI1,65.5,57.0,3891,6.45,6.37,4.2 +28418,0.43,Good,E,SI2,63.6,55.0,669,4.8,4.83,3.06 +36078,0.4,Very Good,E,VS2,64.0,52.0,925,4.66,4.69,2.99 +39661,0.42,Ideal,G,VS2,61.8,56.0,1087,4.84,4.81,2.98 +9003,1.01,Ideal,H,SI1,62.6,55.0,4513,6.42,6.36,4.0 +49589,0.7,Premium,E,SI2,59.8,61.0,2135,5.76,5.74,3.44 +36825,0.44,Ideal,I,VVS2,61.1,57.0,957,4.91,4.95,3.01 +325,1.0,Premium,J,SI2,62.3,58.0,2801,6.45,6.34,3.98 +49652,0.59,Ideal,F,VS1,61.1,56.0,2140,5.43,5.47,3.33 +39039,0.37,Ideal,G,IF,62.1,54.0,1056,4.6,4.64,2.87 +42195,0.6,Premium,G,SI1,60.8,58.0,1286,5.44,5.39,3.29 +2748,0.76,Ideal,E,VS2,61.5,56.0,3249,5.89,5.92,3.63 +44620,0.57,Ideal,G,VS2,61.8,56.0,1608,5.3,5.35,3.29 +51087,0.52,Ideal,D,VVS2,59.9,57.0,2334,5.28,5.21,3.14 +29575,0.41,Very Good,E,SI1,61.1,62.0,705,4.76,4.83,2.93 +13852,1.0,Very Good,G,VS2,63.2,58.0,5645,6.33,6.27,3.98 +15270,1.2,Very Good,E,SI2,61.4,58.0,6130,6.81,6.88,4.2 +41748,0.52,Good,G,SI1,63.6,56.0,1244,5.07,5.09,3.23 +51754,0.72,Premium,G,VS2,62.3,59.0,2405,5.77,5.69,3.57 +50671,0.7,Very Good,G,VS1,60.5,62.0,2287,5.72,5.76,3.47 +7454,0.9,Good,H,VS1,64.1,57.0,4234,6.07,6.04,3.88 +35355,0.42,Ideal,D,SI2,62.4,57.0,898,4.81,4.78,2.99 +4022,0.93,Ideal,G,SI1,60.9,57.0,3521,6.29,6.25,3.82 +53468,0.64,Ideal,E,VS1,60.8,56.0,2679,5.61,5.59,3.41 +22295,1.7,Very Good,I,SI1,63.1,57.0,10341,7.51,7.46,4.72 +29100,0.34,Ideal,I,VS1,62.6,56.0,689,4.47,4.44,2.79 +28978,0.31,Good,H,VS1,57.5,60.0,435,4.46,4.51,2.58 +39398,0.41,Ideal,G,VVS2,61.0,57.0,1076,4.8,4.78,2.92 +40585,0.41,Premium,E,VS1,60.0,58.0,1153,4.83,4.8,2.89 +42516,0.41,Ideal,F,VVS2,61.4,57.0,1323,4.77,4.81,2.94 +7047,1.02,Premium,F,SI2,59.9,59.0,4162,6.56,6.59,3.94 +22345,1.13,Ideal,G,VVS2,61.6,57.0,10396,6.66,6.75,4.13 +34041,0.46,Ideal,I,SI1,61.9,55.0,850,4.97,4.98,3.08 +7800,1.12,Ideal,H,SI1,62.7,56.0,4290,6.66,6.61,4.16 +33587,0.37,Premium,F,VS1,62.7,51.0,833,4.65,4.57,2.89 +40919,0.39,Ideal,E,VVS1,60.4,56.0,1179,4.76,4.78,2.88 +49668,0.7,Ideal,I,VS1,63.1,54.0,2142,5.61,5.67,3.56 +28206,0.38,Very Good,G,SI1,59.5,62.0,666,4.67,4.71,2.79 +20206,1.55,Very Good,I,SI1,62.0,62.0,8644,7.33,7.47,4.59 +27073,1.67,Ideal,F,VS2,61.8,57.0,17194,7.58,7.62,4.7 +5878,1.03,Ideal,I,SI2,62.2,57.0,3925,6.46,6.5,4.03 +22104,1.52,Very Good,I,VS2,61.7,55.0,10130,7.39,7.32,4.54 +40084,0.3,Ideal,F,VVS1,61.9,57.0,1114,4.33,4.3,2.67 +48196,0.71,Ideal,I,SI2,61.6,56.0,1947,5.72,5.74,3.53 +5307,0.97,Ideal,H,SI2,61.6,56.0,3802,6.39,6.36,3.93 +43486,0.58,Ideal,H,SI1,61.8,56.0,1421,5.36,5.38,3.32 +28112,0.36,Ideal,D,SI1,62.0,56.0,663,4.55,4.61,2.84 +17746,1.0,Very Good,E,SI1,63.0,54.0,7145,6.36,6.4,4.02 +46866,0.53,Premium,G,VS1,62.4,58.0,1813,5.2,5.16,3.23 +49198,0.58,Very Good,G,VVS2,62.0,57.0,2078,5.33,5.34,3.31 +10215,1.08,Premium,E,SI2,60.2,58.0,4742,6.68,6.61,4.0 +30855,0.33,Premium,G,VS2,60.0,58.0,743,4.49,4.47,2.69 +3469,1.04,Premium,E,SI2,61.6,59.0,3392,6.51,6.47,4.0 +26335,2.01,Ideal,G,SI2,62.8,56.0,15841,8.07,8.02,5.05 +29943,0.29,Ideal,I,VS1,61.7,56.0,444,4.22,4.27,2.62 +35317,0.52,Ideal,J,SI1,61.4,56.4,896,5.15,5.17,3.17 +11076,0.91,Ideal,G,SI1,62.0,56.0,4922,6.19,6.22,3.85 +44341,0.72,Premium,J,SI1,60.4,61.0,1579,5.87,5.82,3.53 +41730,0.41,Ideal,E,VVS2,61.4,56.0,1243,4.81,4.77,2.94 +5240,0.92,Good,F,SI2,63.7,64.0,3787,6.13,6.08,3.89 +18896,1.04,Very Good,E,VS1,63.0,55.0,7751,6.45,6.5,4.08 +14895,1.21,Premium,D,SI2,62.2,60.0,5997,6.83,6.8,4.24 +7724,0.26,Premium,E,VS2,60.4,58.0,580,4.19,4.15,2.52 +16912,1.03,Ideal,F,VS2,62.4,56.0,6751,6.48,6.43,4.03 +2869,0.7,Very Good,G,VVS1,62.8,56.0,3276,5.63,5.67,3.55 +5179,0.9,Premium,G,SI1,62.9,58.0,3774,6.11,6.02,3.82 +48197,0.52,Ideal,E,VS2,61.2,56.0,1947,5.2,5.16,3.17 +42422,0.51,Premium,G,SI1,62.4,58.0,1312,5.13,5.07,3.18 +49373,0.81,Ideal,J,SI2,62.2,57.0,2100,5.95,5.92,3.69 +44639,0.51,Ideal,E,VS2,62.1,54.0,1608,5.13,5.15,3.19 +30119,0.32,Ideal,G,VS2,61.6,57.0,720,4.41,4.39,2.71 +3872,0.9,Very Good,H,SI2,61.2,57.0,3481,6.21,6.27,3.82 +3270,1.0,Premium,H,SI2,59.4,60.0,3360,6.55,6.49,3.87 +31164,0.41,Very Good,E,SI1,61.4,56.0,755,4.77,4.81,2.94 +20493,1.5,Very Good,E,SI2,62.7,56.0,8827,7.33,7.38,4.61 +33394,0.31,Ideal,F,VVS1,62.1,54.0,828,4.35,4.38,2.71 +51855,0.7,Premium,F,SI1,61.0,59.0,2423,5.75,5.69,3.49 +2137,0.71,Ideal,G,VS1,61.8,56.1,3123,5.72,5.74,3.54 +33096,0.31,Ideal,F,VVS1,62.3,54.0,815,4.38,4.39,2.73 +42628,0.32,Very Good,H,VS2,62.3,57.0,505,4.37,4.39,2.73 +53644,0.7,Premium,E,SI1,60.7,58.0,2703,5.74,5.73,3.48 +40180,0.36,Very Good,D,VVS1,59.0,59.0,1119,4.66,4.69,2.76 +28114,0.36,Ideal,D,SI1,59.5,56.0,663,4.63,4.68,2.77 +19405,1.12,Ideal,F,VS2,61.2,56.0,8063,6.67,6.73,4.11 +26340,1.74,Ideal,E,SI1,62.2,56.0,15847,7.67,7.72,4.79 +28833,0.41,Very Good,E,SI2,61.3,57.0,683,4.79,4.83,2.95 +39414,0.41,Ideal,F,VS1,62.0,56.0,1076,4.81,4.77,2.97 +31494,0.34,Ideal,G,VS2,62.0,54.0,765,4.5,4.47,2.78 +6657,0.9,Ideal,I,VS1,61.3,55.0,4093,6.21,6.25,3.82 +34667,0.31,Premium,E,VS2,61.7,58.0,872,4.34,4.31,2.67 +35837,0.43,Ideal,I,VVS1,61.1,57.0,916,4.86,4.9,2.98 +11853,1.04,Ideal,H,SI1,62.3,57.0,5102,6.45,6.48,4.03 +46323,0.59,Very Good,H,VS1,62.1,55.0,1757,5.37,5.41,3.35 +3342,0.9,Premium,I,SI1,63.0,60.0,3377,6.08,5.99,3.8 +17835,1.03,Premium,E,VS2,61.2,59.0,7192,6.53,6.47,3.98 +47326,0.23,Very Good,D,VVS2,62.6,58.0,530,3.89,3.94,2.45 +3339,0.9,Premium,G,SI2,58.3,60.0,3377,6.39,6.33,3.71 +45921,0.53,Ideal,E,VS2,62.1,56.0,1721,5.17,5.2,3.22 +26901,2.03,Premium,H,SI1,61.7,59.0,16900,8.17,8.1,5.02 +16722,0.32,Ideal,F,VS2,60.9,56.0,610,4.41,4.45,2.7 +29156,0.3,Ideal,H,VS1,61.5,57.0,693,4.27,4.31,2.64 +43857,0.57,Ideal,I,VS1,62.2,55.0,1448,5.28,5.33,3.3 +38056,0.45,Good,F,VS1,59.0,62.0,1012,5.02,5.04,2.97 +27129,1.7,Premium,E,VS2,62.9,58.0,17323,7.57,7.54,4.75 +12874,1.03,Premium,H,VS2,60.9,58.0,5364,6.55,6.48,3.97 +50943,0.56,Very Good,F,VVS1,61.7,56.0,2321,5.26,5.3,3.26 +17369,1.22,Premium,G,SI2,62.4,61.0,6969,6.79,6.79,4.23 +34162,0.33,Premium,G,VS1,61.4,59.0,854,4.49,4.43,2.74 +4182,0.73,Premium,D,VS1,60.0,58.0,3557,5.9,5.86,3.53 +36776,0.3,Ideal,G,IF,62.0,56.0,956,4.31,4.3,2.67 +18847,1.01,Ideal,E,VS1,61.5,57.0,7727,6.47,6.44,3.97 +33336,0.41,Premium,G,VS2,59.8,58.0,827,4.8,4.84,2.88 +15598,1.24,Premium,I,VS2,60.2,58.0,6257,6.98,6.93,4.19 +30629,0.26,Ideal,H,VS1,61.9,55.0,448,4.1,4.13,2.55 +33668,0.34,Very Good,G,VVS1,59.0,62.0,835,4.56,4.6,2.7 +41336,0.48,Fair,E,VS2,64.9,54.0,1215,4.94,4.92,3.2 +20085,1.12,Premium,G,VVS1,60.9,57.0,8561,6.72,6.67,4.08 +22097,1.51,Very Good,G,SI1,63.3,60.0,10116,7.2,7.24,4.57 +1260,0.74,Ideal,I,VS1,62.0,56.0,2947,5.79,5.82,3.6 +2066,0.32,Premium,H,VS1,62.4,58.0,561,4.35,4.4,2.73 +37463,0.42,Ideal,G,VS1,61.2,54.0,984,4.86,4.82,2.96 +1590,0.71,Very Good,E,VS1,63.4,58.0,3009,5.64,5.68,3.59 +31918,0.3,Very Good,G,VS1,63.1,59.0,776,4.27,4.25,2.69 +3922,0.91,Very Good,F,SI2,63.5,56.0,3496,6.16,6.12,3.89 +38065,0.36,Ideal,F,VS1,60.1,57.0,1013,4.67,4.62,2.79 +46551,0.51,Ideal,E,VS2,62.5,55.0,1781,5.13,5.08,3.19 +21627,1.53,Premium,F,SI2,62.6,57.0,9716,7.37,7.33,4.6 +35545,0.35,Ideal,F,VS2,62.5,57.0,906,4.53,4.5,2.82 +47694,0.5,Ideal,G,VVS1,62.2,55.0,1883,5.09,5.11,3.17 +34099,0.36,Premium,E,VS1,61.3,58.0,852,4.56,4.58,2.8 +21191,1.61,Premium,H,SI1,61.4,58.0,9341,7.59,7.53,4.64 +11924,1.09,Ideal,H,SI1,62.5,56.0,5125,6.53,6.58,4.1 +51480,1.05,Premium,G,I1,61.7,59.0,2378,6.58,6.47,4.02 +2064,0.32,Premium,G,VS2,62.1,60.0,561,4.34,4.39,2.71 +5121,0.91,Very Good,H,SI1,62.7,56.0,3762,6.14,6.18,3.86 +42132,0.53,Ideal,F,SI2,63.0,54.0,1279,5.24,5.19,3.29 +2135,0.71,Ideal,F,VS2,61.8,56.2,3123,5.7,5.75,3.53 +40297,0.4,Ideal,G,VS1,62.2,56.0,1125,4.74,4.72,2.94 +42705,0.52,Premium,F,SI1,58.6,61.0,1338,5.3,5.28,3.1 +8123,1.27,Premium,G,SI2,62.4,56.0,4353,6.93,6.88,4.32 +13106,1.14,Premium,G,SI1,62.7,58.0,5424,6.68,6.63,4.17 +49738,0.59,Very Good,G,VVS2,62.5,57.0,2155,5.32,5.36,3.34 +30163,0.4,Good,D,SI1,63.6,57.0,720,4.67,4.7,2.98 +10626,1.0,Very Good,H,SI1,62.8,56.0,4830,6.33,6.37,3.99 +48341,0.71,Good,G,SI2,63.8,56.0,1960,5.65,5.6,3.59 +36680,0.4,Ideal,D,SI1,62.5,55.0,950,4.73,4.71,2.95 +11236,1.32,Very Good,I,SI2,60.9,59.0,4965,7.02,7.19,4.33 +47727,0.7,Premium,H,SI1,61.9,59.0,1889,5.67,5.74,3.53 +18140,1.37,Ideal,I,VS2,61.5,55.0,7346,7.18,7.2,4.42 +23810,1.7,Good,H,SI1,63.9,56.0,11869,7.61,7.53,4.84 +14619,1.26,Premium,G,SI2,59.1,59.0,5899,7.09,7.05,4.18 +37296,0.45,Ideal,J,VVS1,61.9,56.0,978,4.93,4.95,3.06 +3704,1.0,Ideal,E,SI2,62.9,56.0,3450,6.32,6.3,3.97 +14256,1.0,Ideal,D,SI1,60.6,56.0,5775,6.5,6.54,3.95 +38031,0.38,Ideal,F,VVS2,62.1,54.6,1010,4.65,4.69,2.9 +49118,0.67,Very Good,I,IF,61.4,56.0,2066,5.59,5.65,3.45 +23133,1.01,Ideal,E,VVS1,62.0,57.0,11154,6.45,6.39,3.98 +32541,0.27,Ideal,E,VVS2,61.8,57.0,799,4.16,4.12,2.56 +5974,0.76,Good,D,VS1,63.7,56.0,3950,5.81,5.77,3.69 +26556,2.2,Very Good,H,VS2,63.3,58.0,16239,8.25,8.22,5.21 +22535,1.32,Very Good,F,VS1,60.3,57.0,10575,7.08,7.12,4.28 +21179,1.23,Premium,F,VS2,61.2,58.0,9333,6.93,6.87,4.22 +50889,0.72,Premium,H,VS2,61.7,56.0,2316,5.77,5.73,3.55 +37656,0.42,Ideal,I,VS1,62.0,55.0,992,4.85,4.83,3.0 +29065,0.4,Good,E,SI1,63.3,56.0,687,4.68,4.74,2.98 +18178,1.01,Very Good,F,VS2,61.5,54.0,7370,6.45,6.5,3.98 +41127,0.52,Premium,G,SI2,58.8,62.0,1196,5.31,5.3,3.12 +13451,1.03,Premium,H,VS1,62.5,59.0,5523,6.43,6.47,4.03 +15447,1.23,Ideal,I,SI1,61.1,58.0,6183,6.86,6.91,4.21 +24770,1.58,Premium,G,VS2,62.6,59.0,13132,7.47,7.44,4.67 +17481,1.04,Premium,E,VS2,62.4,58.0,7019,6.56,6.51,4.08 +40514,0.4,Good,F,VVS1,63.3,57.0,1145,4.68,4.7,2.97 +45182,0.51,Ideal,G,VS1,62.7,56.0,1656,5.08,5.1,3.19 +104,0.75,Premium,G,VS2,61.7,58.0,2760,5.85,5.79,3.59 +12016,0.83,Ideal,E,VS1,62.2,56.0,5151,5.99,6.03,3.74 +27507,2.04,Premium,F,SI2,60.2,58.0,18231,8.24,8.17,4.94 +21899,2.06,Premium,F,I1,58.7,61.0,9967,8.33,8.31,4.88 +12242,1.01,Ideal,H,SI1,60.4,58.0,5200,6.47,6.5,3.92 +21927,2.0,Good,G,SI2,64.2,60.0,9999,7.89,7.81,5.04 +11567,1.12,Very Good,I,VS1,59.6,58.0,5036,6.82,6.77,4.05 +16021,0.3,Premium,I,VS1,60.3,58.0,608,4.34,4.32,2.61 +19044,0.41,Good,J,VS1,63.2,59.0,621,4.67,4.7,2.96 +16575,1.0,Very Good,F,VS2,61.1,60.0,6619,6.36,6.43,3.91 +27503,2.02,Premium,H,VS2,60.8,62.0,18207,8.17,8.12,4.95 +7937,1.05,Premium,G,SI2,62.5,60.0,4318,6.5,6.45,4.05 +7518,1.01,Very Good,H,SI1,62.7,59.0,4242,6.27,6.33,3.95 +29197,0.33,Ideal,I,IF,62.1,55.0,694,4.41,4.44,2.75 +3962,1.01,Premium,H,SI2,62.0,60.0,3507,6.39,6.25,3.92 +9197,1.31,Premium,H,SI2,61.7,59.0,4548,7.03,6.98,4.32 +19881,1.23,Ideal,H,IF,61.3,57.0,8431,6.87,6.92,4.23 +29716,0.31,Good,G,VVS2,63.2,58.0,707,4.26,4.32,2.71 +36045,0.34,Ideal,D,VS2,62.1,55.0,923,4.49,4.46,2.78 +32590,0.33,Ideal,G,VVS1,61.8,59.0,802,4.45,4.48,2.76 +44956,0.51,Very Good,E,VS1,62.0,61.0,1636,5.11,5.14,3.18 +37997,0.43,Ideal,G,VS1,61.9,55.0,1008,4.86,4.84,3.0 +14919,1.0,Premium,G,VS1,60.6,59.0,6006,6.42,6.48,3.91 +32644,0.31,Premium,H,VVS2,61.2,59.0,802,4.38,4.34,2.67 +53915,0.84,Good,I,VS1,63.7,59.0,2753,5.94,5.9,3.77 +14253,1.22,Ideal,H,VS1,62.7,55.0,5773,6.82,6.73,4.25 +21718,0.32,Ideal,H,VVS2,61.5,55.0,628,4.41,4.44,2.72 +23778,1.06,Ideal,D,VVS2,62.0,57.0,11837,6.52,6.54,4.05 +11036,1.09,Good,H,SI1,63.6,56.0,4920,6.53,6.56,4.16 +28049,0.3,Very Good,E,VS1,63.4,55.0,660,4.26,4.29,2.71 +17421,1.05,Ideal,G,VS2,61.6,59.0,6981,6.51,6.54,4.02 +35099,0.3,Ideal,F,IF,62.2,56.0,886,4.31,4.34,2.69 +22098,1.51,Premium,D,SI1,62.2,59.0,10122,7.34,7.29,4.55 +42698,0.52,Premium,F,SI1,59.5,59.0,1338,5.31,5.24,3.14 +7357,1.12,Premium,E,SI2,63.0,61.0,4215,6.66,6.61,4.18 +4422,1.0,Premium,E,SI2,59.9,55.0,3612,6.48,6.4,3.86 +35167,0.31,Ideal,G,IF,61.4,55.0,891,4.35,4.38,2.68 +47689,0.54,Good,H,VVS2,60.9,57.2,1883,5.22,5.26,3.19 +9586,0.82,Ideal,D,VS2,60.8,57.0,4628,6.02,6.05,3.67 +21930,1.03,Ideal,E,VVS2,60.6,59.0,10003,6.5,6.53,3.95 +52435,0.7,Very Good,I,VVS1,62.9,58.0,2513,5.65,5.67,3.56 +6081,1.01,Good,H,SI2,63.5,60.0,3971,6.23,6.31,3.98 +28082,0.32,Ideal,E,VS2,61.0,56.0,662,4.4,4.42,2.69 +5203,1.04,Very Good,D,SI2,63.1,58.0,3780,6.39,6.33,4.01 +44104,0.5,Premium,I,VVS1,62.8,61.0,1556,5.05,4.98,3.15 +39008,0.4,Premium,E,VVS2,60.8,59.0,1056,4.77,4.73,2.89 +17613,1.3,Very Good,H,VS2,62.5,59.0,7092,6.93,6.96,4.34 +7962,1.04,Good,F,SI2,64.2,56.0,4321,6.39,6.36,4.09 +11403,1.17,Ideal,I,SI2,61.8,54.0,4999,6.78,6.82,4.2 +27577,2.08,Very Good,D,SI2,60.1,59.0,18405,8.29,8.37,5.01 +15137,1.26,Premium,E,SI2,62.9,59.0,6085,6.85,6.82,4.3 +23441,1.53,Ideal,I,VS2,61.5,56.0,11434,7.39,7.44,4.55 +12212,1.15,Very Good,E,SI2,63.1,63.0,5193,6.63,6.53,4.15 +26109,1.27,Ideal,F,IF,61.3,55.0,15377,6.98,7.02,4.29 +40066,0.43,Premium,G,VS2,61.1,58.0,1113,4.88,4.84,2.97 +32346,0.3,Ideal,H,IF,62.1,55.0,789,4.27,4.3,2.66 +2798,0.7,Very Good,F,VVS1,63.0,60.0,3261,5.59,5.62,3.53 +36722,0.4,Very Good,D,VS1,60.8,59.0,954,4.74,4.76,2.89 +32180,0.39,Very Good,I,VVS2,63.0,56.0,787,4.62,4.68,2.93 +8721,0.28,Ideal,H,IF,62.0,56.0,586,4.2,4.23,2.61 +22066,1.3,Premium,F,VS2,60.4,59.0,10090,7.12,7.06,4.28 +34615,0.31,Good,H,VS2,63.8,56.0,470,4.33,4.29,2.75 +11352,1.12,Ideal,G,SI2,61.3,55.0,4990,6.74,6.7,4.12 +32799,0.39,Ideal,I,VVS1,60.8,56.0,805,4.76,4.78,2.9 +30301,0.3,Premium,G,VS1,62.0,60.0,725,4.31,4.27,2.66 +43152,0.52,Ideal,G,SI1,61.3,55.0,1389,5.2,5.24,3.2 +5455,0.71,Premium,E,VVS1,62.5,57.0,3831,5.67,5.62,3.53 +53231,0.72,Ideal,E,SI1,61.2,56.0,2642,5.75,5.79,3.53 +35182,0.31,Ideal,G,IF,61.7,56.0,891,4.34,4.38,2.69 +31611,0.23,Very Good,H,IF,63.9,55.0,369,3.89,3.9,2.49 +47846,0.53,Ideal,F,VS1,61.8,56.0,1908,5.22,5.2,3.22 +17492,1.02,Ideal,F,VS2,62.0,57.0,7026,6.46,6.44,4.0 +44067,0.54,Very Good,F,VS2,58.2,60.0,1551,5.34,5.39,3.12 +15242,1.07,Very Good,E,VS2,62.5,57.0,6120,6.53,6.6,4.1 +23135,1.66,Ideal,I,VS2,62.3,54.0,11156,7.58,7.61,4.73 +34724,0.5,Ideal,J,VS2,61.7,57.0,875,5.09,5.12,3.15 +33424,0.32,Ideal,H,VVS2,61.8,55.0,828,4.42,4.38,2.72 +9697,0.32,Premium,D,SI1,61.4,58.0,589,4.38,4.42,2.7 +30713,0.33,Ideal,E,VS2,60.5,55.0,738,4.52,4.56,2.74 +46959,0.27,Ideal,H,VVS2,62.2,56.0,527,4.15,4.18,2.59 +35275,0.32,Ideal,F,VVS1,61.9,56.0,895,4.41,4.44,2.74 +39390,0.41,Ideal,G,VVS1,62.2,54.0,1076,4.79,4.82,2.99 +37784,0.38,Ideal,E,VS1,61.6,56.0,1000,4.65,4.67,2.87 +11023,1.24,Ideal,G,SI1,62.7,56.0,4916,6.89,6.85,4.31 +33715,0.33,Ideal,H,IF,61.1,56.0,838,4.47,4.5,2.74 +16684,0.31,Ideal,I,VS2,61.2,55.0,421,4.36,4.4,2.68 +41469,0.41,Ideal,D,VS1,61.3,54.0,1230,4.83,4.8,2.95 +33227,0.36,Very Good,G,VVS2,61.9,58.0,821,4.54,4.6,2.83 +13431,1.06,Ideal,I,VS2,60.3,57.0,5516,6.61,6.66,4.01 +48506,0.74,Fair,J,VS1,58.8,68.0,1982,5.91,5.8,3.44 +35011,0.4,Ideal,F,SI1,62.1,57.0,882,4.69,4.65,2.9 +47721,0.5,Very Good,G,VVS1,59.6,63.0,1887,5.11,5.16,3.06 +29743,0.32,Ideal,H,VVS1,61.9,54.0,708,4.4,4.42,2.73 +3322,0.52,Ideal,D,VVS1,62.1,54.0,3373,5.15,5.18,3.21 +39536,0.4,Premium,F,VS2,59.3,59.0,1080,4.83,4.79,2.85 +48628,0.58,Very Good,F,VS1,61.5,60.0,2001,5.32,5.38,3.29 +24617,2.3,Good,I,SI2,63.8,55.0,12944,8.4,8.35,5.34 +40500,0.42,Premium,H,VVS1,62.0,58.0,1142,4.82,4.79,2.98 +9804,0.9,Good,G,VVS2,62.6,58.0,4668,6.1,6.13,3.83 +28156,0.3,Ideal,H,VVS1,62.3,57.0,665,4.27,4.3,2.67 +11197,1.14,Very Good,D,SI2,59.2,61.0,4957,6.82,6.84,4.04 +8801,0.91,Fair,F,VS2,58.0,56.0,4474,6.34,6.41,3.7 +5537,0.91,Ideal,H,SI2,60.6,57.0,3854,6.3,6.26,3.81 +33858,0.3,Premium,E,VS2,60.0,60.0,844,4.4,4.36,2.63 +47560,0.52,Very Good,E,VS1,59.1,58.0,1875,5.31,5.38,3.16 +13818,1.0,Ideal,E,SI1,60.1,62.0,5629,6.46,6.48,3.89 +41938,0.4,Premium,D,VVS2,60.8,59.0,1263,4.76,4.81,2.91 +41389,0.42,Ideal,F,VVS2,60.6,57.0,1221,4.85,4.82,2.93 +18386,0.26,Ideal,F,VS1,62.1,54.0,618,4.12,4.13,2.56 +44391,0.54,Very Good,D,VS2,61.1,59.0,1583,5.25,5.29,3.22 +27829,0.39,Very Good,E,SI2,63.0,61.0,650,4.62,4.65,2.92 +11498,1.12,Ideal,G,SI2,61.5,57.0,5018,6.74,6.68,4.13 +1294,0.74,Ideal,I,IF,62.1,53.9,2952,5.79,5.81,3.6 +316,0.96,Ideal,F,I1,60.7,55.0,2801,6.37,6.41,3.88 +860,0.73,Good,E,SI1,63.6,57.0,2871,5.7,5.72,3.63 +40927,0.3,Ideal,E,SI1,61.1,57.0,499,4.3,4.34,2.64 +28099,0.31,Very Good,F,SI1,63.2,56.0,663,4.31,4.27,2.71 +17255,1.09,Premium,G,VS2,61.0,59.0,6906,6.6,6.65,4.04 +27199,1.91,Very Good,F,SI1,62.2,54.0,17509,7.91,7.97,4.94 +13998,1.01,Ideal,G,SI1,62.6,56.0,5698,6.37,6.41,4.0 +52503,0.71,Ideal,F,SI2,61.4,55.0,2525,5.76,5.78,3.54 +16003,1.47,Premium,I,SI2,61.6,59.0,6403,7.29,7.32,4.5 +8500,1.07,Ideal,J,SI1,62.4,56.0,4422,6.52,6.56,4.08 +24439,1.5,Good,F,VS2,60.2,58.0,12693,7.31,7.35,4.41 +52364,0.54,Good,E,VVS2,60.1,61.0,2502,5.3,5.38,3.21 +38052,0.31,Premium,E,VVS1,61.8,59.0,1012,4.33,4.31,2.67 +25456,1.53,Premium,G,VS1,61.0,60.0,14214,7.4,7.43,4.52 +52427,0.73,Ideal,I,VVS2,61.9,55.0,2513,5.8,5.84,3.6 +1972,0.71,Premium,D,VS1,58.1,62.0,3090,5.89,5.84,3.41 +11002,1.22,Ideal,H,VS2,61.9,55.0,4914,6.88,6.83,4.24 +18997,1.01,Premium,E,VS1,60.8,59.0,7821,6.42,6.46,3.92 +44988,0.31,Premium,G,SI2,61.3,58.0,523,4.4,4.37,2.69 +17407,1.21,Very Good,H,VS1,63.4,55.0,6973,6.76,6.81,4.3 +35087,0.3,Ideal,F,IF,61.8,58.0,886,4.27,4.3,2.65 +30001,0.43,Ideal,E,SI2,61.9,57.0,716,4.83,4.86,3.0 +24967,2.12,Premium,H,SI2,61.5,59.0,13460,8.26,8.21,5.06 +31465,0.4,Very Good,G,SI2,63.2,56.0,765,4.73,4.7,2.98 +12330,1.1,Very Good,D,SI2,61.6,57.0,5226,6.61,6.67,4.09 +38648,0.44,Premium,I,VS1,62.8,56.0,1040,4.88,4.83,3.05 +24776,1.5,Ideal,G,VS2,61.7,54.0,13135,7.36,7.4,4.55 +53403,0.71,Ideal,F,SI2,61.8,57.0,2667,5.69,5.72,3.53 +32466,0.3,Ideal,G,IF,62.6,56.0,794,4.29,4.32,2.69 +6872,1.01,Ideal,G,SI1,61.5,56.0,4129,6.52,6.46,3.99 +51778,0.71,Premium,E,SI2,59.0,60.0,2410,5.9,5.87,3.47 +17936,1.0,Premium,F,VS1,62.6,58.0,7244,6.4,6.37,4.0 +53793,0.51,Ideal,F,IF,62.5,54.0,2730,5.12,5.16,3.21 +34202,0.33,Ideal,F,VS2,62.6,55.0,854,4.42,4.4,2.76 +40007,0.41,Ideal,F,VS2,62.7,57.0,1107,4.78,4.73,2.98 +8268,0.9,Premium,D,SI1,62.7,58.0,4381,6.09,6.15,3.84 +37975,0.4,Good,G,VS2,63.8,59.0,1007,4.64,4.57,2.94 +50519,0.7,Premium,E,SI2,62.9,59.0,2273,5.71,5.64,3.57 +9635,1.01,Premium,H,SI2,60.3,60.0,4638,6.49,6.47,3.91 +28888,0.3,Good,G,VVS2,63.2,57.0,684,4.24,4.27,2.69 +11751,1.01,Very Good,E,SI1,63.3,58.0,5077,6.39,6.37,4.04 +10594,0.91,Good,E,VS2,56.3,64.0,4823,6.37,6.42,3.6 +20346,1.15,Ideal,F,VVS2,62.1,55.0,8743,6.69,6.74,4.17 +26769,2.02,Good,I,VS2,57.9,62.0,16593,8.28,8.36,4.82 +40067,0.43,Premium,G,VS2,61.2,58.0,1113,4.9,4.84,2.98 +24980,1.29,Ideal,D,VS1,62.4,55.0,13485,6.93,6.99,4.34 +8579,1.04,Premium,E,SI2,60.1,60.0,4436,6.53,6.51,3.92 +5445,0.7,Ideal,F,VVS1,62.4,55.0,3830,5.63,5.71,3.54 +10706,0.91,Very Good,G,VVS2,63.4,58.0,4849,6.1,6.14,3.88 +33393,0.33,Ideal,F,VVS1,60.6,59.0,828,4.45,4.5,2.71 +42159,0.51,Very Good,E,SI1,59.4,57.0,1284,5.2,5.24,3.1 +4308,0.99,Fair,H,VS2,71.6,57.0,3593,5.94,5.8,4.2 +42175,0.51,Ideal,F,SI2,61.4,56.0,1286,5.14,5.18,3.17 +12209,1.22,Ideal,J,SI1,62.3,55.0,5192,6.91,6.83,4.28 +8951,1.19,Premium,I,SI2,59.5,59.0,4498,6.95,6.89,4.12 +29180,0.3,Ideal,F,VVS2,61.7,56.0,694,4.32,4.34,2.67 +31236,0.42,Very Good,D,SI1,61.5,58.0,756,4.8,4.83,2.96 +32759,0.34,Premium,I,VVS1,62.6,58.0,803,4.47,4.45,2.79 +22452,1.5,Premium,H,VS2,61.2,61.0,10478,7.32,7.25,4.46 +51075,0.54,Ideal,F,VVS2,61.8,55.0,2333,5.27,5.25,3.25 +22740,1.73,Very Good,I,SI1,61.2,60.0,10761,7.65,7.67,4.69 +37686,0.43,Premium,D,SI1,61.0,57.0,993,4.88,4.85,2.97 +40591,0.29,Ideal,F,SI2,60.6,59.0,496,4.31,4.37,2.63 +39329,0.34,Premium,G,VVS1,59.0,62.0,1071,4.6,4.56,2.7 +11164,1.04,Premium,G,SI1,62.6,55.0,4948,6.49,6.42,4.04 +1377,0.7,Very Good,E,VS1,61.3,56.0,2967,5.68,5.71,3.49 +4346,0.78,Ideal,E,VS2,61.7,55.0,3601,5.92,6.0,3.68 +17806,1.5,Very Good,J,VS2,60.5,63.0,7177,7.27,7.32,4.41 +30692,0.4,Premium,F,SI1,62.3,60.0,737,4.7,4.74,2.94 +45191,0.51,Ideal,G,VS1,62.7,54.0,1656,5.08,5.1,3.19 +38865,0.4,Ideal,F,VS1,62.7,55.0,1050,4.76,4.74,2.98 +39590,0.54,Very Good,G,SI2,59.5,60.0,1083,5.27,5.31,3.15 +36065,0.38,Ideal,E,VS1,61.8,54.7,924,4.66,4.68,2.89 +23020,0.3,Premium,G,VS2,61.8,60.0,630,4.29,4.25,2.64 +43330,0.4,Good,F,IF,63.5,58.0,1404,4.69,4.7,2.98 +51774,0.73,Premium,E,SI2,60.8,60.0,2409,5.87,5.78,3.54 +4106,0.92,Fair,H,SI2,64.5,60.0,3536,6.06,6.01,3.89 +32473,0.33,Very Good,G,VVS1,61.2,57.0,795,4.47,4.5,2.74 +51235,0.7,Very Good,G,VS2,63.2,57.0,2353,5.61,5.66,3.56 +22505,1.5,Ideal,G,SI2,60.5,57.0,10543,7.4,7.43,4.49 +10881,1.03,Very Good,H,SI1,61.4,57.0,4879,6.45,6.54,3.99 +48708,0.7,Good,I,VS2,63.6,58.0,2010,5.57,5.59,3.55 +26936,2.02,Premium,H,SI1,62.1,61.0,16985,8.06,7.99,4.98 +42472,0.54,Very Good,I,VS2,62.3,56.0,1317,5.17,5.22,3.24 +33149,0.31,Very Good,G,VVS1,62.1,59.0,816,4.32,4.35,2.69 +15431,1.04,Very Good,G,VS2,61.8,56.0,6177,6.47,6.5,4.01 +6432,1.02,Ideal,G,SI1,62.4,56.0,4044,6.42,6.37,3.99 +45943,0.5,Very Good,G,VVS2,62.4,56.0,1723,5.06,5.1,3.17 +48718,0.7,Ideal,F,SI2,62.6,53.0,2011,5.72,5.69,3.57 +7678,0.74,Good,D,VVS1,59.2,62.6,4274,5.85,5.87,3.47 +45096,0.53,Very Good,E,VS2,59.1,60.0,1647,5.3,5.26,3.12 +9637,0.97,Premium,D,SI1,62.0,60.0,4639,6.29,6.25,3.89 +32139,0.31,Premium,H,VVS1,61.8,59.0,786,4.36,4.32,2.68 +9895,1.01,Ideal,I,VS2,59.9,61.0,4685,6.49,6.53,3.9 +36177,0.3,Very Good,E,IF,62.8,54.0,930,4.3,4.33,2.71 +9086,1.2,Very Good,J,SI2,61.2,58.0,4523,6.77,6.82,4.16 +27423,2.01,Very Good,H,SI1,58.2,63.0,18027,8.32,8.23,4.82 +16312,1.01,Premium,G,VS1,59.8,59.0,6529,6.55,6.5,3.9 +1643,1.12,Very Good,G,I1,61.2,63.0,3017,6.68,6.59,4.05 +6102,0.91,Premium,G,SI1,61.8,60.0,3975,6.21,6.18,3.83 +17424,1.52,Good,J,VS2,63.1,61.0,6982,7.19,7.23,4.55 +26423,2.21,Ideal,G,SI2,60.1,60.0,15948,8.47,8.53,5.11 +16521,1.0,Very Good,E,VS2,62.1,59.0,6600,6.34,6.38,3.95 +24233,1.52,Ideal,E,SI1,62.8,55.0,12431,7.3,7.35,4.6 +41541,0.42,Ideal,D,VS1,61.1,57.0,1235,4.84,4.81,2.95 +50877,0.7,Good,E,VS2,63.8,56.0,2314,5.58,5.61,3.57 +36961,0.41,Premium,G,VS1,61.7,57.0,961,4.78,4.75,2.94 +51641,0.31,Ideal,G,VS2,62.2,56.0,544,4.31,4.34,2.69 +48049,0.48,Ideal,F,VVS1,62.0,55.0,1926,4.99,5.04,3.11 +18600,1.01,Ideal,E,VS1,61.5,57.0,7589,6.44,6.47,3.97 +23353,0.3,Ideal,I,SI1,61.9,57.0,422,4.29,4.31,2.66 +47622,0.55,Ideal,G,VS1,61.6,55.0,1881,5.32,5.29,3.27 +5645,0.9,Very Good,D,SI1,61.6,54.0,3880,6.18,6.25,3.83 +16445,1.28,Very Good,F,SI1,63.0,56.0,6566,6.9,7.03,4.39 +46133,0.56,Ideal,H,VVS2,62.1,57.0,1745,5.26,5.3,3.27 +23744,2.0,Premium,J,VS1,62.0,62.0,11793,8.02,7.91,4.94 +30746,0.36,Good,D,VS2,63.4,54.0,739,4.51,4.57,2.88 +4209,0.73,Very Good,E,VVS2,60.2,60.0,3565,5.81,5.85,3.51 +37368,0.4,Premium,F,VS1,62.6,58.0,982,4.68,4.72,2.94 +22854,1.22,Ideal,G,VVS1,61.1,56.0,10888,6.91,6.94,4.23 +12157,1.31,Premium,E,SI2,61.2,60.0,5176,7.02,6.93,4.27 +53674,0.7,Fair,G,VVS2,65.3,61.0,2710,5.58,5.48,3.61 +4155,0.9,Ideal,H,SI2,62.6,57.0,3548,6.16,6.07,3.83 +49856,0.67,Premium,H,VVS2,60.6,61.0,2171,5.65,5.61,3.41 +41926,0.4,Ideal,F,VVS1,61.7,56.0,1263,4.72,4.75,2.92 +11571,1.1,Ideal,I,SI1,62.1,57.0,5037,6.6,6.64,4.11 +52646,0.24,Very Good,E,VVS2,60.0,57.0,552,4.07,4.1,2.45 +44724,0.48,Ideal,G,VS1,61.9,55.0,1615,5.02,5.06,3.12 +52234,0.73,Very Good,F,SI2,58.0,61.0,2485,5.94,5.99,3.46 +6109,1.0,Premium,F,SI2,62.4,56.0,3977,6.35,6.31,3.95 +43613,0.34,Premium,D,SI2,60.8,60.0,507,4.49,4.53,2.74 +52924,0.58,Ideal,D,VS2,61.5,56.0,2590,5.37,5.4,3.31 +5961,0.9,Very Good,F,SI1,62.6,57.0,3950,6.16,6.2,3.87 +48466,0.7,Very Good,I,SI2,61.8,58.0,1977,5.65,5.71,3.51 +6483,1.22,Very Good,J,SI2,62.2,60.0,4058,6.77,6.89,4.25 +49403,0.6,Ideal,G,VS1,61.3,57.0,2105,5.4,5.47,3.33 +6739,0.4,Very Good,F,SI2,62.1,57.0,579,4.7,4.74,2.93 +44224,0.5,Ideal,D,VS1,63.0,57.0,1571,5.06,5.0,3.17 +19362,0.27,Ideal,E,VVS2,62.2,55.0,622,4.12,4.17,2.58 +27973,0.3,Premium,E,VS2,62.2,60.0,658,4.24,4.28,2.65 +45113,0.54,Ideal,D,SI1,61.7,55.0,1650,5.23,5.27,3.24 +34561,0.38,Very Good,D,VS2,61.5,62.0,871,4.6,4.63,2.84 +50502,0.6,Ideal,H,IF,61.9,56.0,2270,5.4,5.45,3.36 +44731,0.56,Ideal,G,VS2,62.0,55.0,1616,5.28,5.33,3.29 +39681,0.47,Premium,E,SI1,60.2,61.0,1087,5.05,4.96,3.02 +11298,1.16,Premium,H,SI2,62.6,57.0,4979,6.75,6.67,4.2 +18854,1.5,Very Good,E,SI2,63.3,57.0,7728,7.28,7.23,4.59 +3687,0.9,Very Good,I,VS1,62.6,58.0,3447,6.14,6.17,3.85 +9742,0.9,Ideal,F,SI1,61.7,57.0,4657,6.25,6.2,3.84 +38767,0.31,Ideal,E,VVS2,61.0,56.0,1046,4.43,4.39,2.69 +39971,0.5,Very Good,F,SI1,63.2,58.0,1106,5.08,5.04,3.2 +41463,0.41,Ideal,G,VVS1,61.8,55.0,1230,4.78,4.76,2.95 +48167,0.62,Premium,F,VS1,60.1,58.0,1942,5.56,5.48,3.32 +31937,0.3,Ideal,F,VS2,61.8,57.0,776,4.33,4.31,2.67 +567,0.71,Premium,F,VS1,62.2,58.0,2832,5.72,5.66,3.54 +50776,0.52,Ideal,E,VVS2,61.8,56.0,2301,5.16,5.19,3.2 +31177,0.32,Ideal,D,VS1,61.4,56.0,756,4.42,4.47,2.73 +21753,1.12,Ideal,G,VVS2,61.6,55.0,9820,6.68,6.74,4.13 +11115,1.0,Good,E,SI1,62.4,59.0,4936,6.35,6.4,3.98 +16971,1.08,Very Good,G,VS2,60.6,58.0,6777,6.65,6.71,4.05 +4909,0.7,Very Good,E,VVS1,62.5,56.0,3724,5.63,5.7,3.54 +23286,1.65,Premium,D,SI1,60.4,60.0,11310,7.63,7.58,4.59 +18452,1.52,Very Good,I,SI1,62.7,59.0,7506,7.26,7.34,4.58 +20178,1.03,Ideal,E,VS1,61.9,57.0,8629,6.46,6.44,4.0 +27983,0.3,Very Good,E,VS2,62.6,58.0,658,4.25,4.28,2.67 +37623,0.44,Premium,I,VVS1,62.5,60.0,990,4.87,4.82,3.03 +36782,0.39,Ideal,F,VS1,60.9,56.0,956,4.75,4.68,2.87 +11628,1.01,Good,D,VS1,56.8,61.0,5050,6.5,6.45,3.68 +35273,0.3,Ideal,G,IF,62.0,56.0,895,4.3,4.31,2.67 +21583,1.62,Very Good,I,VS2,62.0,60.0,9683,7.5,7.57,4.67 +12777,1.22,Ideal,I,SI1,62.1,56.0,5329,6.83,6.79,4.23 +27600,2.08,Premium,I,VS2,58.9,61.0,18447,8.36,8.35,4.92 +27999,0.3,Premium,E,VS2,62.4,59.0,658,4.26,4.3,2.67 +24345,2.0,Fair,F,SI2,59.8,68.0,12610,8.13,7.95,4.81 +23937,1.51,Premium,G,VS2,61.4,58.0,12068,7.4,7.3,4.51 +24487,1.51,Premium,G,VS2,62.5,59.0,12756,7.28,7.34,4.57 +31418,0.3,Ideal,G,VVS1,61.9,54.0,764,4.33,4.36,2.69 +46207,0.51,Ideal,G,VVS2,62.0,57.0,1750,5.1,5.13,3.17 +45641,0.36,Ideal,J,VVS2,61.7,55.0,525,4.61,4.63,2.85 +20247,1.51,Ideal,J,VS1,61.8,59.0,8678,7.36,7.39,4.56 +53257,0.72,Good,F,SI1,63.1,56.0,2647,5.67,5.68,3.58 +6259,0.92,Ideal,E,SI2,62.1,57.0,4011,6.2,6.26,3.87 +48447,0.51,Very Good,G,VVS2,63.1,58.0,1974,5.11,5.07,3.21 +21004,1.51,Good,H,SI1,61.8,61.0,9218,7.25,7.32,4.5 +38125,0.3,Ideal,G,VVS1,62.6,54.0,1013,4.32,4.31,2.7 +40667,0.31,Ideal,F,IF,60.2,57.0,1155,4.38,4.44,2.65 +11063,0.35,Good,F,VS2,57.9,60.0,596,4.65,4.68,2.7 +47235,0.66,Very Good,H,VS2,60.9,57.0,1841,5.63,5.65,3.43 +1784,0.83,Ideal,E,SI2,61.9,53.0,3049,6.08,6.04,3.75 +33543,0.35,Ideal,E,VS1,61.2,56.0,829,4.53,4.55,2.78 +16769,1.01,Very Good,F,VS1,63.9,55.0,6679,6.28,6.36,4.04 +12920,1.2,Premium,H,SI2,62.3,58.0,5376,6.81,6.76,4.23 +10385,0.36,Very Good,E,SI1,63.5,58.0,593,4.46,4.49,2.84 +26322,2.21,Very Good,G,SI2,60.7,62.0,15825,8.42,8.48,5.13 +20410,1.34,Ideal,H,VS2,61.9,55.0,8771,7.05,7.08,4.37 +16774,1.13,Ideal,E,SI1,62.2,55.0,6682,6.69,6.66,4.15 +712,0.74,Premium,D,VS2,62.4,57.0,2855,5.8,5.74,3.6 +44127,0.5,Ideal,E,VS2,62.0,56.0,1559,5.06,5.1,3.15 +43821,0.51,Premium,E,SI1,62.8,61.0,1443,5.07,5.06,3.18 +26163,2.0,Very Good,G,SI2,63.5,55.0,15485,8.03,7.93,5.07 +41431,0.38,Premium,G,IF,62.5,60.0,1227,4.64,4.61,2.89 +51852,0.7,Very Good,F,SI1,63.2,57.0,2423,5.68,5.62,3.57 +53734,0.82,Premium,F,SI2,60.3,57.0,2723,6.07,6.03,3.65 +16534,1.01,Good,E,VS2,56.7,61.0,6606,6.71,6.66,3.79 +1518,0.77,Ideal,D,SI1,61.4,56.0,2996,5.9,5.93,3.63 +28896,0.3,Very Good,G,VVS2,61.3,58.0,684,4.28,4.34,2.64 +8618,1.24,Premium,H,SI2,62.3,58.0,4444,6.84,6.8,4.25 +7167,0.92,Ideal,E,SI1,61.4,55.0,4183,6.29,6.25,3.85 +9892,0.9,Very Good,H,VS1,62.8,59.0,4685,6.07,6.15,3.84 +14136,1.09,Ideal,H,VS2,61.5,54.0,5732,6.64,6.65,4.09 +36702,0.43,Ideal,J,IF,62.4,56.0,952,4.87,4.84,3.03 +23538,1.51,Ideal,H,VS2,60.6,57.0,11540,7.46,7.45,4.52 +49146,0.59,Very Good,E,VS2,60.8,57.0,2068,5.37,5.42,3.28 +30320,0.36,Very Good,G,VS1,59.7,56.0,726,4.64,4.67,2.78 +624,0.71,Premium,F,VS2,59.3,56.0,2840,5.88,5.82,3.47 +10948,0.87,Ideal,G,VS2,61.8,56.0,4899,6.11,6.13,3.78 +12066,1.04,Premium,H,SI1,61.6,58.0,5154,6.53,6.48,4.01 +22855,1.01,Premium,E,VVS1,61.6,58.0,10888,6.57,6.45,4.01 +34927,0.23,Good,E,VS1,64.3,59.0,373,3.84,3.87,2.48 +50025,0.51,Ideal,G,VVS2,61.6,55.0,2197,5.13,5.16,3.17 +5788,1.01,Good,H,SI2,57.9,59.0,3903,6.64,6.59,3.83 +6826,1.01,Good,F,SI2,58.2,63.0,4119,6.51,6.55,3.8 +43122,0.52,Premium,D,SI2,62.4,59.0,1385,5.15,5.05,3.18 +43397,0.62,Fair,D,SI2,64.6,57.0,1410,5.39,5.33,3.46 +49730,0.52,Premium,G,VVS1,61.9,61.0,2153,5.13,5.11,3.17 +29987,0.32,Ideal,F,VS1,61.9,57.0,716,4.38,4.41,2.72 +13304,1.04,Ideal,F,SI1,61.3,56.0,5495,6.51,6.55,4.0 +32561,0.36,Ideal,D,VS2,61.8,55.0,800,4.58,4.61,2.84 +26610,2.1,Premium,F,SI2,62.1,59.0,16357,8.16,8.18,5.07 +143,0.7,Very Good,D,VS2,61.8,55.0,2767,5.68,5.72,3.52 +52770,0.73,Very Good,E,SI1,60.2,60.0,2564,5.81,5.86,3.51 +17923,1.39,Premium,J,VS1,60.8,58.0,7239,7.26,7.21,4.4 +25609,1.73,Good,E,SI1,64.2,58.0,14479,7.54,7.5,4.83 +12730,1.03,Very Good,D,SI1,60.5,61.0,5313,6.43,6.47,3.9 +8415,1.02,Very Good,E,SI2,63.1,59.0,4404,6.33,6.39,4.01 +26343,0.32,Ideal,G,VS1,61.2,56.0,645,4.41,4.45,2.71 +1318,0.79,Ideal,I,VS1,62.2,57.0,2958,5.89,5.94,3.68 +48262,0.53,Ideal,G,VVS2,60.8,57.0,1955,5.24,5.28,3.2 +16079,1.22,Very Good,G,SI1,63.4,56.0,6421,6.75,6.78,4.29 +1647,0.71,Ideal,F,VVS2,62.6,56.0,3018,5.7,5.65,3.55 +52980,0.3,Ideal,D,SI1,61.0,56.0,552,4.3,4.33,2.63 +12097,1.08,Ideal,F,SI2,61.3,55.0,5164,6.59,6.62,4.05 +50108,0.51,Ideal,G,IF,61.4,54.0,2208,5.18,5.24,3.2 +49773,0.5,Premium,F,VVS2,61.8,56.0,2160,5.15,5.11,3.17 +21245,1.51,Ideal,G,SI2,62.3,56.0,9391,7.31,7.37,4.57 +15002,1.01,Very Good,E,VS2,62.6,56.0,6043,6.39,6.43,4.01 +34090,0.41,Very Good,F,SI1,63.4,58.0,852,4.75,4.68,2.99 +3810,1.03,Good,G,SI2,63.9,60.0,3466,6.33,6.37,4.06 +51960,0.56,Ideal,G,IF,61.4,57.0,2442,5.29,5.32,3.26 +2817,1.0,Fair,I,VS2,65.7,58.0,3265,6.25,6.2,4.09 +15611,1.21,Ideal,F,VS2,62.6,55.0,6261,6.81,6.74,4.24 +20691,1.23,Ideal,G,VS1,61.4,56.0,8970,6.91,6.96,4.26 +47497,0.55,Ideal,F,VS2,61.4,57.0,1865,5.29,5.25,3.24 +22507,1.51,Very Good,D,SI2,61.7,59.0,10546,7.28,7.35,4.51 +10856,1.13,Premium,J,VS1,61.1,59.0,4873,6.74,6.67,4.1 +19364,0.27,Ideal,E,VVS2,62.1,57.0,622,4.13,4.15,2.57 +11559,1.16,Very Good,E,SI2,62.4,55.0,5034,6.69,6.77,4.2 +47449,0.53,Ideal,D,VS2,62.3,56.0,1857,5.14,5.17,3.21 +47385,0.54,Ideal,E,VS2,60.5,56.0,1847,5.28,5.26,3.19 +5765,1.01,Good,F,SI2,64.3,57.0,3897,6.32,6.25,4.04 +35644,0.31,Ideal,G,VVS2,61.7,54.0,907,4.38,4.34,2.69 +33899,0.3,Ideal,E,VS2,61.5,55.0,844,4.31,4.28,2.64 +41148,0.39,Ideal,D,VS2,61.4,56.0,1197,4.71,4.73,2.9 +28909,0.3,Good,G,VVS2,63.5,56.0,684,4.29,4.34,2.74 +4809,1.12,Very Good,G,SI2,63.4,57.0,3700,6.51,6.47,4.12 +13349,1.15,Premium,H,SI1,62.0,58.0,5506,6.77,6.66,4.16 +9049,0.28,Very Good,E,VS1,63.1,55.0,588,4.18,4.15,2.63 +46728,0.7,Very Good,I,SI2,62.4,58.0,1795,5.64,5.68,3.53 +241,0.71,Ideal,F,SI1,62.5,55.0,2788,5.71,5.65,3.55 +7225,0.9,Good,D,SI1,63.8,58.0,4193,6.09,6.13,3.9 +24429,2.01,Good,I,SI2,64.6,57.0,12681,7.82,7.88,5.07 +39949,0.28,Good,E,VVS1,64.6,55.0,492,4.15,4.18,2.69 +14745,1.19,Ideal,F,SI1,62.1,56.0,5937,6.81,6.84,4.24 +44100,0.59,Very Good,G,VS2,62.8,56.0,1556,5.3,5.34,3.34 +118,0.71,Ideal,G,VS2,62.4,54.0,2762,5.72,5.76,3.58 +2691,0.84,Ideal,D,SI2,61.8,56.0,3246,6.04,6.06,3.74 +45384,0.68,Premium,H,SI1,59.5,59.0,1666,5.77,5.73,3.42 +4882,0.76,Ideal,F,VVS2,60.9,57.0,3716,5.89,5.96,3.61 +5930,1.12,Premium,E,I1,61.0,59.0,3942,6.7,6.74,4.1 +9679,1.04,Ideal,H,SI1,62.5,57.0,4648,6.5,6.46,4.05 +24339,1.5,Fair,D,VS2,65.4,53.0,12606,7.12,7.1,4.65 +17580,1.32,Ideal,I,VS2,60.8,57.0,7079,7.02,7.07,4.28 +8111,1.01,Premium,H,VS2,58.1,60.0,4348,6.61,6.55,3.82 +48036,0.56,Ideal,D,VS1,61.7,56.0,1924,5.3,5.33,3.28 +30884,0.33,Ideal,E,SI1,62.4,56.0,743,4.43,4.41,2.76 +30050,0.41,Very Good,G,SI1,62.7,55.0,719,4.77,4.8,3.0 +42795,0.8,Good,G,I1,63.7,55.0,1350,5.91,5.81,3.73 +23102,1.16,Ideal,F,VVS2,60.5,57.0,11120,6.8,6.86,4.13 +52930,0.7,Very Good,G,VS1,61.0,57.0,2591,5.69,5.72,3.48 +9989,1.2,Very Good,I,SI1,63.3,57.0,4704,6.7,6.66,4.23 +44812,0.5,Ideal,E,VS2,61.4,57.0,1624,5.08,5.11,3.13 +18252,1.25,Very Good,H,VS2,60.3,54.0,7414,7.0,7.03,4.23 +5097,0.77,Ideal,D,VS2,61.8,56.0,3755,5.9,5.84,3.63 +23107,1.24,Very Good,F,VVS2,62.0,55.0,11130,6.88,6.95,4.29 +51126,0.57,Ideal,F,VVS1,61.9,54.8,2339,5.3,5.36,3.3 +25089,2.01,Premium,F,SI2,58.4,59.0,13610,8.26,8.24,4.82 +29004,0.34,Very Good,H,VVS2,62.7,59.0,686,4.43,4.47,2.79 +24522,1.57,Ideal,H,VS2,61.5,54.0,12809,7.47,7.5,4.61 +31957,0.31,Ideal,I,VS2,61.0,57.0,452,4.37,4.38,2.67 +5566,1.0,Good,F,SI2,59.4,64.0,3858,6.36,6.29,3.76 +34968,0.23,Very Good,D,VVS2,58.5,62.0,472,4.04,4.06,2.37 +1883,0.9,Fair,I,VVS2,67.0,56.0,3074,5.91,5.83,3.93 +38625,0.31,Ideal,H,VS2,62.6,57.0,489,4.34,4.38,2.73 +12135,1.16,Ideal,G,SI2,61.6,55.0,5171,6.8,6.78,4.18 +23193,1.71,Ideal,F,SI2,62.1,54.0,11199,7.72,7.67,4.78 +47751,0.54,Ideal,D,VS2,61.1,57.0,1892,5.19,5.29,3.2 +44063,0.55,Ideal,E,SI1,61.4,55.0,1551,5.26,5.29,3.24 +11255,1.01,Very Good,F,SI1,61.3,59.0,4969,6.44,6.47,3.96 +44705,0.57,Premium,E,SI1,59.4,58.0,1613,5.42,5.38,3.21 +24539,1.51,Fair,E,VS2,65.0,58.0,12829,7.06,7.12,4.61 +19495,1.11,Ideal,G,VS1,62.8,55.0,8129,6.6,6.65,4.16 +53157,0.93,Premium,E,I1,62.3,60.0,2624,6.2,6.23,3.87 +18885,1.51,Very Good,J,VS2,61.0,58.0,7744,7.35,7.41,4.5 +15653,1.26,Ideal,F,SI2,62.7,58.0,6277,6.91,6.87,4.32 +26777,1.71,Ideal,G,VS1,62.1,55.0,16618,7.74,7.59,4.76 +50319,0.78,Ideal,G,SI2,61.9,55.0,2240,5.91,5.94,3.67 +14865,1.0,Very Good,D,SI1,59.3,61.0,5987,6.45,6.5,3.84 +48800,0.59,Ideal,G,VVS2,61.0,57.0,2024,5.41,5.44,3.31 +10840,1.2,Premium,I,SI1,61.7,56.0,4872,6.82,6.76,4.19 +35200,0.41,Good,F,VS1,58.0,61.0,891,4.86,4.9,2.83 +20330,1.5,Premium,G,SI2,58.5,62.0,8736,7.44,7.4,4.34 +14310,1.38,Ideal,I,SI2,61.8,57.0,5796,7.14,7.1,4.4 +38918,0.33,Ideal,G,IF,61.8,55.0,1052,4.48,4.45,2.76 +51303,0.31,Very Good,H,VS1,62.8,58.0,544,4.29,4.31,2.7 +2193,0.74,Very Good,D,SI1,61.5,59.0,3138,5.76,5.82,3.56 +34336,0.42,Ideal,I,VVS2,62.8,54.0,862,4.78,4.8,3.01 +11201,1.16,Premium,I,VS2,62.2,58.0,4958,6.74,6.67,4.17 +3615,1.05,Ideal,I,VS2,62.2,56.0,3428,6.52,6.5,4.05 +33403,0.28,Ideal,F,IF,62.4,55.0,828,4.2,4.17,2.61 +39797,0.36,Ideal,D,VS1,61.1,56.0,1095,4.6,4.63,2.82 +39779,0.36,Ideal,D,VS2,60.6,57.0,1094,4.61,4.57,2.78 +15167,1.44,Ideal,G,I1,63.2,55.0,6096,7.21,7.18,4.54 +49682,0.72,Very Good,J,VVS2,63.0,59.0,2144,5.7,5.72,3.6 +12825,1.1,Ideal,H,VS2,60.5,57.0,5347,6.73,6.7,4.06 +47005,0.53,Ideal,F,VS1,60.4,57.0,1818,5.25,5.22,3.16 +49434,0.61,Ideal,F,VS2,62.4,55.0,2108,5.45,5.42,3.39 +15884,1.0,Premium,F,VS2,62.4,60.0,6352,6.35,6.38,3.97 +10580,1.16,Premium,F,SI2,61.2,61.0,4820,6.77,6.74,4.14 +44683,0.5,Premium,D,SI1,61.1,59.0,1610,5.08,5.04,3.09 +22047,0.31,Good,I,VS1,63.7,55.0,628,4.33,4.3,2.75 +27444,2.11,Very Good,F,SI2,63.5,55.0,18071,8.08,8.13,5.15 +19982,1.59,Very Good,J,VS2,62.9,58.1,8526,7.39,7.45,4.66 +49845,0.71,Premium,F,SI2,62.3,60.0,2169,5.7,5.67,3.54 +50951,0.87,Premium,J,SI1,61.4,57.0,2321,6.17,6.14,3.78 +31379,0.31,Premium,H,IF,60.4,58.0,761,4.41,4.43,2.67 +17609,1.12,Ideal,H,VVS2,62.3,53.0,7091,6.64,6.7,4.16 +32858,0.4,Ideal,H,VS1,61.8,56.0,807,4.74,4.78,2.94 +49027,0.59,Good,J,IF,63.7,59.0,2053,5.3,5.28,3.37 +28900,0.3,Ideal,G,VVS2,61.5,57.0,684,4.29,4.33,2.65 +11537,1.01,Very Good,H,VS2,62.1,57.0,5028,6.39,6.45,3.99 +51458,0.71,Ideal,I,SI1,62.2,55.0,2376,5.7,5.75,3.56 +4642,0.9,Good,G,SI1,65.2,58.0,3669,6.0,6.06,3.93 +12252,1.01,Premium,G,SI1,60.0,58.0,5204,6.54,6.5,3.91 +34399,0.36,Ideal,E,VS1,62.0,54.2,863,4.55,4.58,2.83 +6618,0.9,Premium,H,VS2,61.8,56.0,4082,6.25,6.18,3.84 +38606,0.39,Ideal,H,IF,61.9,55.6,1039,4.68,4.7,2.91 +30569,0.31,Ideal,D,VS2,61.8,56.0,734,4.32,4.36,2.68 +2178,1.0,Fair,E,SI2,66.6,59.0,3136,6.07,6.01,4.02 +1179,0.7,Ideal,E,VS1,62.3,54.0,2930,5.67,5.72,3.55 +49086,0.6,Ideal,G,VS1,62.2,55.0,2061,5.41,5.45,3.38 +25966,1.73,Premium,G,VS1,62.8,57.0,15151,7.72,7.57,4.8 +11133,0.91,Ideal,H,VS1,60.8,58.0,4939,6.27,6.32,3.83 +52882,0.73,Ideal,H,VS2,62.0,54.0,2583,5.79,5.83,3.6 +29831,0.31,Ideal,E,VVS2,60.4,61.0,710,4.37,4.44,2.66 +13328,1.01,Fair,F,VS2,65.5,62.0,5501,6.19,6.23,4.07 +43563,0.58,Fair,G,VS2,65.0,56.0,1430,5.23,5.17,3.38 +40215,0.34,Premium,G,VVS1,61.5,59.0,1122,4.5,4.47,2.76 +44497,0.51,Very Good,G,VS1,62.7,58.0,1599,5.05,5.09,3.18 +6939,1.5,Premium,G,I1,60.4,55.0,4140,7.4,7.32,4.45 +31954,0.31,Ideal,I,VS2,61.6,57.0,452,4.36,4.4,2.7 +24132,3.24,Premium,H,I1,62.1,58.0,12300,9.44,9.4,5.85 +18373,0.39,Good,J,VS1,63.5,58.0,616,4.59,4.64,2.93 +5874,0.9,Very Good,E,SI2,61.6,59.0,3924,6.18,6.26,3.83 +18534,1.51,Premium,J,VS2,62.8,59.0,7553,7.2,7.17,4.51 +795,0.79,Premium,F,SI1,62.3,54.0,2862,5.97,5.91,3.7 +51615,0.53,Very Good,F,IF,59.6,58.0,2395,5.28,5.32,3.16 +18437,1.5,Premium,H,SI2,62.1,59.0,7500,7.28,7.24,4.51 +33271,0.32,Premium,H,SI1,60.9,60.0,461,4.4,4.43,2.69 +6156,0.9,Good,G,VS2,62.0,63.0,3990,6.06,6.13,3.78 +46105,0.52,Ideal,E,VS1,61.7,56.0,1742,5.13,5.18,3.18 +9695,0.32,Good,D,SI1,63.3,57.0,589,4.36,4.39,2.77 +2140,0.72,Ideal,H,VVS1,61.4,56.0,3124,5.79,5.77,3.55 +35375,0.41,Ideal,G,VS1,60.8,57.0,899,4.8,4.84,2.93 +21636,1.35,Very Good,G,VS1,60.1,56.0,9729,7.16,7.21,4.32 +10892,1.11,Ideal,H,SI2,61.5,55.0,4883,6.65,6.69,4.1 +34149,0.33,Ideal,H,VVS2,61.7,56.0,854,4.44,4.41,2.73 +27679,2.02,Ideal,G,VS2,62.0,57.0,18700,8.1,8.05,5.01 +7434,0.93,Premium,E,SI1,61.4,57.0,4229,6.34,6.23,3.86 +43326,0.51,Ideal,D,SI1,60.6,57.0,1403,5.15,5.18,3.13 +10534,1.01,Premium,D,SI2,61.5,56.0,4805,6.46,6.39,3.95 +11631,1.13,Ideal,H,SI1,62.0,57.0,5050,6.73,6.66,4.15 +18864,1.55,Premium,J,VS1,61.6,58.0,7733,7.39,7.42,4.56 +5087,1.0,Good,E,SI2,57.9,59.0,3752,6.65,6.51,3.8 +30925,0.34,Ideal,E,VS2,62.6,57.0,745,4.45,4.47,2.79 +39107,0.41,Ideal,H,VS1,62.7,56.0,1061,4.77,4.73,2.98 +25070,1.51,Ideal,D,SI1,61.9,56.0,13588,7.35,7.41,4.57 +17142,1.0,Good,F,VS2,61.1,61.0,6841,6.38,6.45,3.92 +37932,0.26,Very Good,H,VVS2,62.5,56.0,486,4.07,4.09,2.55 +27490,2.52,Premium,F,SI2,60.6,60.0,18179,8.78,8.7,5.3 +53437,0.7,Very Good,E,VS2,62.9,56.0,2673,5.61,5.67,3.55 +13030,0.23,Very Good,F,VVS2,58.1,63.0,600,4.08,4.04,2.36 +9967,1.0,Ideal,H,SI1,60.3,56.0,4702,6.52,6.54,3.94 +24649,1.5,Very Good,H,IF,63.0,59.0,12988,7.23,7.3,4.58 +50044,0.79,Premium,J,SI1,59.1,57.0,2199,6.08,6.06,3.59 +24441,1.72,Premium,H,SI1,62.4,62.0,12696,7.63,7.52,4.73 +33245,0.34,Very Good,F,VVS2,61.9,57.0,825,4.48,4.52,2.78 +11451,1.01,Ideal,D,SI2,61.6,57.0,5006,6.46,6.42,3.97 +39415,0.41,Ideal,F,VS1,62.3,55.0,1076,4.79,4.77,2.98 +16982,1.25,Good,H,SI1,63.7,58.0,6783,6.81,6.79,4.33 +7241,1.0,Very Good,G,SI2,60.0,62.0,4195,6.45,6.48,3.88 +30247,0.26,Very Good,F,VVS1,63.3,57.0,724,4.07,4.05,2.57 +38883,0.4,Ideal,D,VS2,62.8,57.0,1050,4.72,4.68,2.95 +1024,0.72,Ideal,D,SI1,61.9,55.0,2903,5.78,5.75,3.57 +36606,0.32,Ideal,D,SI2,61.4,56.0,477,4.43,4.46,2.73 +40861,0.33,Ideal,E,VVS1,61.2,55.0,1174,4.48,4.51,2.75 +5994,0.71,Ideal,G,VVS1,61.1,57.0,3955,5.76,5.8,3.53 +35497,0.41,Very Good,F,SI1,63.4,57.0,904,4.74,4.73,3.0 +4502,1.08,Ideal,H,SI2,62.0,57.0,3629,6.65,6.55,4.06 +25376,0.31,Ideal,E,VS2,61.5,56.0,642,4.39,4.42,2.71 +5941,0.9,Good,E,SI1,62.6,62.0,3945,6.15,6.18,3.86 +12526,1.07,Very Good,H,VS2,62.7,57.0,5264,6.48,6.53,4.08 +11477,1.08,Very Good,F,SI1,62.9,57.0,5014,6.53,6.54,4.11 +43949,0.31,Ideal,E,SI1,61.6,54.0,516,4.39,4.41,2.71 +9334,0.9,Very Good,E,VS2,62.9,57.0,4580,6.16,6.18,3.88 +48574,0.71,Very Good,G,SI2,63.0,56.0,1993,5.62,5.65,3.55 +33140,0.31,Premium,G,VVS1,62.1,59.0,816,4.34,4.39,2.71 +24342,1.71,Premium,H,VS2,58.8,60.0,12607,7.85,7.8,4.6 +42372,0.54,Ideal,I,VS1,61.2,58.0,1304,5.24,5.29,3.22 +1344,0.75,Premium,H,VS1,61.9,61.0,2961,5.85,5.82,3.61 +36308,0.32,Ideal,H,VVS1,62.1,54.0,936,4.42,4.4,2.74 +30140,0.32,Premium,G,VS2,62.6,60.0,720,4.36,4.33,2.72 +19188,1.37,Very Good,I,VS1,61.8,57.0,7939,7.09,7.14,4.4 +9552,1.0,Premium,E,SI2,61.2,60.0,4620,6.42,6.45,3.94 +36596,0.3,Ideal,F,IF,62.0,56.0,947,4.3,4.34,2.68 +14214,1.27,Ideal,F,SI1,61.8,57.0,5761,6.96,6.89,4.28 +22602,1.51,Premium,H,VS1,59.6,60.0,10655,7.5,7.41,4.44 +15577,1.21,Very Good,D,SI2,62.4,58.0,6248,6.77,6.83,4.24 +53417,0.72,Ideal,D,SI2,62.7,55.0,2670,5.72,5.7,3.58 +48275,0.53,Ideal,D,VS2,61.4,55.0,1956,5.25,5.21,3.21 +33205,0.39,Ideal,I,VVS1,62.5,53.1,820,4.68,4.7,2.93 +29401,0.34,Ideal,E,VS1,62.2,57.0,698,4.46,4.51,2.79 +49284,0.7,Very Good,F,SI2,62.8,56.0,2092,5.64,5.69,3.56 +6055,0.32,Ideal,I,VS2,62.5,57.0,576,4.39,4.35,2.73 +19329,1.53,Ideal,H,SI2,62.4,58.0,8034,7.32,7.38,4.59 +43098,0.52,Ideal,F,SI1,62.0,55.0,1383,5.14,5.17,3.19 +5711,0.25,Very Good,F,VVS2,61.0,58.0,575,4.02,4.05,2.46 +52238,0.61,Ideal,E,VS1,62.2,54.0,2485,5.43,5.45,3.38 +37406,0.51,Ideal,H,SI2,62.5,55.0,983,5.1,5.14,3.2 +12,0.23,Ideal,J,VS1,62.8,56.0,340,3.93,3.9,2.46 +2624,0.8,Premium,D,SI1,59.4,55.0,3226,6.06,6.02,3.59 +19870,1.09,Ideal,F,VS1,60.6,57.0,8422,6.62,6.64,4.02 +37710,0.34,Premium,E,VVS2,62.7,59.0,995,4.43,4.41,2.77 +33596,0.37,Premium,G,VS2,61.2,57.0,833,4.63,4.59,2.82 +46814,0.51,Ideal,D,VS2,61.4,57.0,1807,5.16,5.13,3.16 +12255,1.01,Premium,D,SI2,59.3,59.0,5206,6.57,6.54,3.89 +49203,0.55,Ideal,E,VS1,61.9,55.0,2079,5.3,5.24,3.25 +43225,0.4,Ideal,G,IF,62.2,55.0,1397,4.76,4.73,2.95 +13043,0.36,Premium,F,SI1,61.5,58.0,600,4.54,4.6,2.81 +10145,0.93,Ideal,D,SI1,61.6,57.0,4724,6.27,6.33,3.88 +29976,0.35,Ideal,I,IF,61.8,55.0,715,4.55,4.57,2.82 +36963,0.41,Premium,G,VS1,62.4,57.0,961,4.74,4.71,2.95 +50816,0.75,Premium,D,SI2,60.3,61.0,2307,5.88,5.86,3.54 +45179,0.51,Ideal,G,VS1,61.7,56.0,1656,5.1,5.14,3.16 +28400,0.35,Very Good,E,VS2,60.2,60.0,669,4.54,4.57,2.74 +21590,1.51,Very Good,H,SI1,62.1,59.0,9694,7.28,7.33,4.54 +19871,1.37,Premium,H,VS1,60.9,59.0,8424,7.17,7.24,4.39 +34260,0.3,Ideal,F,VVS1,62.6,56.0,857,4.26,4.29,2.67 +51465,1.2,Fair,G,I1,66.6,57.0,2376,6.57,6.5,4.34 +2049,0.32,Ideal,G,VS2,61.8,57.0,561,4.38,4.42,2.72 +19078,1.22,Premium,G,VS1,61.6,60.0,7850,6.85,6.88,4.23 +6772,0.87,Ideal,D,SI1,62.6,56.0,4108,6.17,6.08,3.84 +5295,1.01,Premium,E,SI2,60.4,57.0,3801,6.53,6.49,3.93 +30837,0.33,Premium,H,VS1,60.0,61.0,743,4.52,4.48,2.7 +11932,1.11,Ideal,G,SI1,62.0,57.0,5127,6.69,6.61,4.12 +13841,1.38,Premium,H,SI2,60.2,60.0,5641,7.31,7.24,4.37 +1240,0.73,Ideal,D,SI1,61.4,56.0,2943,5.82,5.78,3.56 +4075,0.31,Ideal,D,SI1,62.4,56.0,571,4.33,4.35,2.71 +19286,1.0,Very Good,F,VVS1,63.0,56.0,8008,6.32,6.37,4.0 +164,0.71,Ideal,G,VS2,61.9,57.0,2771,5.73,5.77,3.56 +35033,0.4,Very Good,E,SI1,63.2,56.0,882,4.69,4.65,2.95 +42092,0.7,Fair,E,I1,66.1,58.0,1273,5.61,5.51,3.67 +2322,0.72,Premium,F,VS1,62.2,57.0,3167,5.74,5.67,3.55 +40083,0.33,Ideal,E,VVS2,61.2,57.0,1114,4.47,4.45,2.73 +4423,0.92,Very Good,D,SI2,62.5,59.0,3613,6.2,6.24,3.89 +45690,0.51,Very Good,F,VS1,62.4,59.0,1697,5.04,5.09,3.16 +9235,1.14,Ideal,G,SI2,63.0,57.0,4558,6.7,6.64,4.2 +37982,0.39,Ideal,G,VS1,62.0,55.0,1008,4.66,4.71,2.9 +8973,1.0,Good,F,SI1,62.5,57.0,4504,6.28,6.39,3.96 +49219,0.71,Very Good,G,SI2,61.3,58.0,2081,5.73,5.75,3.52 +25912,1.5,Premium,D,VS2,60.2,59.0,15052,7.48,7.36,4.47 +39245,0.51,Premium,F,SI2,62.1,56.0,1068,5.16,5.11,3.19 +18460,2.12,Premium,G,I1,60.0,58.0,7508,8.39,8.28,4.99 +33539,0.35,Ideal,E,VS1,61.6,57.0,829,4.5,4.53,2.78 +18856,1.03,Premium,G,VVS2,60.4,59.0,7729,6.58,6.56,3.97 +51125,0.7,Fair,D,SI1,66.5,55.0,2339,5.51,5.47,3.65 +45613,0.56,Ideal,E,SI1,61.6,56.0,1691,5.29,5.33,3.27 +26946,2.01,Very Good,F,SI2,62.0,54.0,17005,8.03,8.12,5.01 +40038,0.52,Premium,F,SI2,61.7,58.0,1111,5.12,5.16,3.17 +38593,0.55,Ideal,H,SI2,62.6,56.0,1037,5.24,5.27,3.29 +27488,1.76,Ideal,G,VS1,62.8,55.0,18178,7.74,7.7,4.85 +2971,0.7,Ideal,I,VS2,61.9,57.0,3298,5.68,5.73,3.53 +20040,0.3,Premium,H,SI1,59.3,59.0,421,4.36,4.38,2.59 +48134,0.9,Premium,H,I1,62.8,61.0,1939,6.09,6.07,3.82 +17914,1.01,Very Good,G,VVS2,62.8,58.0,7234,6.38,6.42,4.02 +29523,0.38,Ideal,I,VS1,61.9,54.1,703,4.64,4.71,2.89 +6594,1.01,Ideal,G,SI2,59.5,57.0,4079,6.56,6.59,3.91 +2530,0.7,Ideal,G,VVS2,60.8,56.0,3205,5.75,5.79,3.51 +44641,0.24,Very Good,D,VVS2,58.8,58.0,521,4.05,4.08,2.39 +6899,0.73,Ideal,D,VS2,60.7,57.0,4134,5.84,5.88,3.55 +20042,0.42,Ideal,H,SI2,61.4,56.0,625,4.81,4.86,2.97 +2658,0.77,Premium,E,VS2,60.5,59.0,3234,5.98,5.92,3.6 +49153,0.57,Premium,E,VS2,61.9,60.0,2069,5.35,5.31,3.3 +19235,1.5,Fair,G,SI2,64.7,55.0,7972,7.16,7.13,4.62 +1931,0.71,Very Good,D,VS2,61.8,55.0,3084,5.72,5.74,3.54 +51280,0.78,Fair,G,SI1,64.6,56.0,2359,5.86,5.79,3.76 +36595,0.3,Ideal,F,IF,61.1,57.0,947,4.35,4.39,2.67 +43662,0.56,Premium,F,SI1,60.8,58.0,1436,5.31,5.34,3.24 +26248,2.0,Very Good,H,SI2,63.0,59.0,15694,7.94,8.07,5.04 +15941,2.03,Fair,G,I1,66.3,56.0,6377,7.81,7.75,5.16 +47129,0.61,Very Good,E,SI1,62.1,55.0,1829,5.43,5.46,3.38 +31370,0.36,Ideal,G,VS1,60.6,57.0,761,4.58,4.62,2.79 +53327,0.72,Ideal,I,VVS1,61.3,57.0,2654,5.75,5.77,3.53 +2351,0.7,Ideal,E,VS2,62.2,55.0,3172,5.64,5.67,3.52 +29619,0.36,Ideal,J,SI1,62.3,53.0,439,4.59,4.62,2.87 +6758,0.9,Very Good,F,SI1,63.1,56.0,4103,6.17,6.12,3.88 +41297,0.34,Ideal,D,VVS1,61.5,56.0,1211,4.5,4.47,2.76 +40796,0.41,Very Good,F,VVS1,63.7,54.0,1169,4.71,4.74,3.01 +51575,0.54,Premium,F,IF,61.9,60.0,2391,5.26,5.21,3.24 +33518,0.32,Ideal,F,VVS2,60.4,57.0,829,4.46,4.47,2.7 +14838,1.2,Good,H,SI1,63.6,57.0,5975,6.79,6.74,4.3 +19355,0.3,Good,E,VVS2,63.0,58.0,622,4.27,4.34,2.71 +38220,0.43,Ideal,E,SI1,62.3,57.0,1016,4.82,4.78,2.99 +40504,0.41,Very Good,F,VVS1,63.3,55.0,1143,4.7,4.74,2.99 +31111,0.31,Very Good,F,VVS2,62.0,56.0,754,4.36,4.39,2.71 +20400,0.31,Ideal,H,VVS2,61.5,56.0,625,4.35,4.37,2.68 +27560,2.22,Ideal,I,VS2,61.3,56.0,18363,8.36,8.45,5.15 +24456,1.56,Ideal,E,VS2,60.5,57.0,12717,7.56,7.5,4.56 +43782,0.62,Ideal,F,SI2,61.3,55.0,1441,5.55,5.47,3.38 +14906,1.01,Premium,G,VS2,62.4,58.0,5999,6.38,6.41,3.99 +21507,1.54,Ideal,I,VS2,60.2,59.0,9600,7.52,7.57,4.54 +1750,0.71,Ideal,F,VS1,62.7,57.0,3041,5.66,5.7,3.56 +4598,0.9,Ideal,J,VS1,62.6,54.0,3656,6.15,6.18,3.86 +40790,0.31,Ideal,F,IF,61.4,56.0,1168,4.37,4.42,2.7 +8606,1.08,Premium,G,SI2,60.3,58.0,4442,6.72,6.65,4.03 +7728,0.35,Ideal,I,SI2,61.6,55.0,580,4.62,4.53,2.82 +16059,1.02,Premium,G,VS2,62.5,58.0,6416,6.46,6.41,4.02 +42018,0.52,Ideal,G,SI1,61.7,56.0,1266,5.18,5.22,3.21 +37831,0.33,Ideal,D,VS2,61.8,56.0,1002,4.48,4.45,2.76 +32987,0.38,Premium,E,SI2,61.6,57.0,812,4.65,4.61,2.85 +34999,0.31,Ideal,F,VVS1,61.9,53.5,882,4.36,4.39,2.71 +23169,1.2,Good,F,VVS1,63.6,57.0,11182,6.74,6.71,4.28 +37607,0.24,Very Good,D,VVS2,61.5,61.0,485,4.02,4.04,2.48 +27035,0.32,Ideal,F,VS2,62.5,56.0,645,4.37,4.4,2.74 +40230,0.4,Ideal,G,VVS1,61.2,56.0,1123,4.75,4.79,2.92 +40595,0.28,Ideal,H,VS1,62.0,55.0,497,4.21,4.24,2.62 +20581,1.13,Ideal,G,VVS2,61.5,57.0,8889,6.67,6.71,4.12 +52139,0.57,Very Good,E,VVS2,59.6,58.0,2469,5.39,5.41,3.22 +32172,0.33,Very Good,H,IF,62.9,58.0,787,4.38,4.43,2.77 +27662,2.09,Very Good,F,SI2,63.4,55.0,18640,8.18,8.11,5.16 +48018,0.5,Ideal,H,VS2,62.3,55.0,1921,5.09,5.12,3.18 +2288,0.9,Very Good,H,SI2,59.5,63.0,3160,6.26,6.31,3.74 +29963,0.36,Premium,F,SI2,60.3,59.0,446,4.62,4.57,2.77 +27312,1.63,Ideal,E,VS2,61.3,55.0,17825,7.6,7.63,4.67 +32971,0.37,Very Good,E,VS2,59.5,59.0,811,4.64,4.71,2.78 +35212,0.33,Ideal,I,IF,61.4,56.0,891,4.45,4.41,2.72 +28490,0.29,Ideal,G,VVS1,60.2,56.0,673,4.29,4.33,2.59 +30352,0.3,Ideal,F,VVS2,61.9,54.1,728,4.31,4.33,2.67 +814,0.91,Premium,J,SI1,59.5,62.0,2863,6.4,6.18,3.74 +21398,1.51,Very Good,E,SI2,63.1,58.0,9513,7.31,7.28,4.6 +18969,1.01,Ideal,G,VVS2,62.4,59.0,7806,6.34,6.41,3.98 +44791,0.5,Very Good,E,VS2,61.4,59.0,1624,5.09,5.13,3.14 +49428,0.7,Premium,F,SI2,61.9,62.0,2107,5.69,5.66,3.51 +7579,1.0,Very Good,F,SI2,59.9,61.0,4255,6.42,6.46,3.86 +30829,0.33,Ideal,I,VVS2,62.7,54.0,743,4.45,4.42,2.78 +22147,2.01,Fair,H,SI2,64.9,56.0,10184,7.88,7.81,5.09 +16172,1.14,Very Good,D,SI1,62.7,59.0,6464,6.64,6.67,4.17 +28122,0.3,Ideal,E,VS1,60.0,56.0,663,4.39,4.41,2.64 +34706,0.31,Premium,F,IF,61.6,58.0,874,4.33,4.37,2.68 +29289,0.31,Ideal,G,SI2,62.2,54.0,436,4.36,4.39,2.72 +34036,0.3,Ideal,G,VVS2,61.8,57.0,850,4.31,4.33,2.67 +32499,0.41,Very Good,J,VS1,63.2,59.0,797,4.7,4.67,2.96 +39122,0.41,Premium,G,VS2,59.7,59.0,1061,4.84,4.81,2.88 +44932,0.51,Very Good,D,VS2,63.2,60.0,1633,5.04,5.06,3.19 +203,0.7,Premium,E,SI1,60.5,58.0,2777,5.77,5.74,3.48 +8742,0.9,Good,E,SI1,63.9,55.0,4463,6.08,6.13,3.9 +36834,0.3,Ideal,E,IF,62.2,55.0,957,4.32,4.36,2.7 +8907,0.9,Ideal,H,SI1,62.5,56.0,4492,6.14,6.18,3.85 +10097,1.0,Ideal,H,SI2,61.4,60.0,4713,6.35,6.41,3.92 +25033,0.27,Ideal,G,VVS2,62.8,56.0,641,4.12,4.16,2.6 +48136,0.5,Very Good,G,VVS1,61.3,57.0,1940,5.15,5.07,3.13 +37541,0.39,Ideal,F,VVS2,62.0,54.0,988,4.7,4.72,2.92 +51972,0.33,Premium,E,SI1,59.6,60.0,545,4.51,4.48,2.68 +4033,0.95,Very Good,E,SI2,58.7,63.0,3527,6.43,6.37,3.76 +5864,0.74,Ideal,G,VVS2,61.7,55.0,3922,5.8,5.83,3.59 +41989,0.43,Premium,G,VVS1,60.9,58.0,1264,4.91,4.88,2.98 +27903,0.32,Very Good,E,VS2,61.3,57.0,656,4.38,4.41,2.69 +52093,0.71,Fair,F,SI1,59.8,70.0,2458,5.89,5.72,3.48 +25435,1.55,Ideal,F,VS2,62.6,57.0,14185,7.35,7.39,4.61 +8928,1.11,Ideal,J,SI1,62.4,57.0,4497,6.57,6.6,4.11 +45936,0.53,Very Good,G,VS1,60.2,55.0,1722,5.25,5.28,3.17 +10138,1.0,Good,H,VS2,63.6,61.0,4722,6.25,6.21,3.96 +37776,0.41,Ideal,E,VS2,61.8,56.0,999,4.78,4.74,2.94 +25651,1.52,Premium,F,VS2,62.3,56.0,14544,7.34,7.29,4.56 +28699,0.43,Premium,F,SI2,60.2,60.0,679,4.85,4.91,2.94 +37484,0.35,Premium,E,VS2,60.7,60.0,984,4.58,4.55,2.77 +48313,0.25,Ideal,F,VS2,61.7,56.0,535,4.04,4.07,2.5 +33979,0.41,Very Good,I,VVS1,63.1,58.0,847,4.68,4.74,2.97 +43984,0.28,Very Good,H,VS2,59.7,60.0,394,4.25,4.29,2.55 +25274,2.2,Good,H,SI2,63.6,58.0,13919,8.21,8.17,5.21 +10143,1.02,Ideal,H,SI1,60.0,59.0,4724,6.56,6.55,3.93 +31022,0.37,Good,H,VS2,63.7,55.0,749,4.56,4.54,2.9 +10344,1.11,Very Good,E,SI2,62.0,58.0,4769,6.61,6.68,4.12 +512,0.9,Good,I,SI1,63.8,57.0,2823,6.06,6.13,3.89 +25972,1.51,Premium,G,VVS2,60.9,58.0,15164,7.38,7.42,4.51 +28792,0.3,Very Good,D,VS1,59.7,58.0,681,4.39,4.32,2.6 +28785,0.37,Good,E,VS2,63.5,56.0,681,4.55,4.59,2.9 +16324,1.08,Ideal,G,VS2,62.4,55.0,6532,6.62,6.55,4.11 +17975,1.32,Very Good,H,SI1,62.3,57.0,7270,7.04,6.99,4.37 +35185,0.31,Ideal,G,IF,61.6,55.0,891,4.37,4.39,2.7 +47435,0.72,Ideal,J,SI1,61.7,56.0,1853,5.77,5.81,3.57 +45850,0.6,Ideal,I,VVS1,62.0,56.0,1715,5.39,5.43,3.35 +10896,1.02,Premium,H,SI1,62.9,59.0,4884,6.41,6.38,4.02 +28930,0.3,Very Good,G,VVS2,61.3,57.0,684,4.29,4.33,2.64 +41239,0.33,Premium,D,VVS1,61.8,58.0,1207,4.43,4.4,2.73 +44927,0.51,Ideal,G,VS1,60.2,57.0,1632,5.16,5.21,3.13 +14958,1.01,Ideal,G,VS2,59.7,57.0,6024,6.49,6.44,3.86 +10108,1.08,Premium,H,SI2,61.2,58.0,4717,6.62,6.58,4.04 +27525,2.03,Very Good,G,SI1,61.3,59.0,18257,8.08,8.11,4.96 +6217,0.99,Very Good,J,SI1,60.3,57.0,4002,6.44,6.49,3.9 +24502,1.64,Very Good,E,SI1,61.8,59.0,12779,7.51,7.55,4.65 +30037,0.39,Very Good,J,VVS1,62.5,58.0,718,4.61,4.67,2.9 +17668,1.01,Ideal,F,VS1,62.2,57.0,7122,6.38,6.48,4.0 +33023,0.3,Ideal,D,VVS2,62.0,53.0,814,4.33,4.35,2.69 +7048,1.03,Ideal,I,SI2,62.3,59.0,4162,6.39,6.45,4.0 +1669,0.72,Very Good,G,VS1,60.1,63.0,3024,5.86,5.82,3.51 +14265,1.01,Ideal,H,VS1,62.6,57.0,5777,6.37,6.4,4.0 +40917,0.42,Premium,G,VVS1,59.3,59.0,1179,4.9,4.92,2.91 +14705,0.3,Ideal,F,VS2,60.7,57.0,605,4.29,4.34,2.62 +13920,1.23,Very Good,J,VVS2,61.2,57.0,5665,6.86,6.92,4.22 +15667,1.01,Good,G,VS1,63.8,56.0,6283,6.27,6.34,4.02 +2641,0.79,Premium,E,VS2,59.4,60.0,3230,6.08,6.05,3.6 +31890,0.3,Ideal,G,VS1,61.8,55.0,776,4.33,4.31,2.67 +43195,0.56,Ideal,F,SI1,60.1,58.0,1394,5.36,5.39,3.23 +46089,0.53,Ideal,E,VS2,61.3,55.0,1739,5.22,5.25,3.21 +44374,0.43,Ideal,F,IF,60.9,57.0,1580,4.89,4.86,2.97 +51587,0.73,Premium,F,SI2,59.5,62.0,2393,5.89,5.84,3.49 +7694,1.14,Ideal,I,SI2,62.1,55.0,4276,6.71,6.72,4.17 +42452,0.5,Good,E,SI1,63.8,55.0,1316,5.04,5.09,3.23 +18889,1.61,Premium,H,SI2,61.4,62.0,7745,7.54,7.48,4.62 +23406,1.3,Premium,F,VS1,62.5,58.0,11392,6.97,6.94,4.35 +8236,1.02,Very Good,F,SI2,60.0,57.0,4373,6.53,6.57,3.93 +6242,0.9,Ideal,D,SI2,62.4,56.0,4007,6.24,6.16,3.87 +11056,0.31,Ideal,H,VVS2,61.2,56.0,596,4.34,4.37,2.66 +21836,1.16,Ideal,G,IF,62.3,55.0,9901,6.73,6.79,4.21 +1657,0.65,Ideal,E,VVS2,62.1,57.0,3023,5.55,5.6,3.46 +22730,1.72,Premium,H,SI2,59.8,59.0,10749,7.77,7.74,4.64 +7943,1.02,Very Good,F,SI2,63.0,58.0,4319,6.37,6.43,4.03 +5804,0.9,Very Good,G,SI2,60.8,57.0,3909,6.2,6.24,3.78 +15236,1.12,Premium,H,VS1,61.6,58.0,6115,6.64,4.11,3.7 +39396,0.41,Premium,G,VVS2,61.6,56.0,1076,4.78,4.76,2.94 +34884,0.31,Premium,E,VS1,62.6,60.0,879,4.33,4.29,2.7 +39017,0.43,Ideal,D,VS2,61.8,56.0,1056,4.81,4.83,2.98 +25795,1.62,Ideal,G,VS2,61.7,56.0,14777,7.53,7.57,4.66 +40051,0.38,Premium,E,VS2,60.5,58.0,1112,4.7,4.66,2.83 +27938,0.25,Ideal,F,SI1,60.1,56.0,430,4.11,4.13,2.48 +28594,0.3,Ideal,G,VS2,63.0,55.0,675,4.31,4.29,2.71 +6124,0.83,Very Good,D,VS1,61.3,57.2,3984,6.02,6.11,3.72 +3907,0.72,Very Good,D,VS2,62.9,58.0,3493,5.67,5.71,3.58 +50791,0.51,Very Good,F,IF,59.4,60.0,2304,5.18,5.23,3.09 +43828,0.51,Very Good,G,VS2,63.5,57.0,1443,5.06,5.05,3.21 +9321,1.01,Premium,H,SI1,60.5,58.0,4578,6.47,6.39,3.89 +27804,0.37,Premium,G,VS2,61.2,60.0,649,4.58,4.63,2.82 +10296,0.91,Very Good,E,VS2,62.2,60.0,4759,6.13,6.21,3.84 +26505,2.38,Very Good,J,VS2,62.6,59.0,16126,8.49,8.52,5.32 +28946,0.3,Good,G,VVS2,63.1,56.0,684,4.2,4.23,2.66 +32359,0.3,Premium,E,VVS2,61.4,59.0,789,4.32,4.34,2.66 +30624,0.3,Premium,D,SI2,60.2,60.0,447,4.32,4.35,2.61 +36934,0.23,Very Good,E,VVS1,62.5,54.0,478,3.94,3.96,2.47 +41654,0.58,Very Good,H,SI1,62.1,55.0,1239,5.35,5.38,3.33 +4189,0.83,Ideal,F,SI1,62.2,55.0,3560,6.01,6.03,3.74 +6716,0.3,Ideal,J,VVS2,62.0,54.0,413,4.3,4.34,2.68 +17735,1.51,Very Good,I,SI2,62.9,58.0,7139,7.24,7.3,4.57 +51445,0.77,Premium,I,VS2,60.3,58.0,2375,5.96,5.94,3.59 +1938,0.9,Good,E,SI2,64.1,57.0,3084,6.09,6.07,3.9 +14325,1.11,Premium,E,SI1,61.3,58.0,5802,6.61,6.66,4.07 +15434,1.03,Ideal,F,SI1,62.4,57.0,6178,6.48,6.44,4.03 +45841,0.6,Very Good,F,SI1,62.1,57.4,1715,5.39,5.45,3.35 +30619,0.34,Premium,I,SI1,62.7,58.0,447,4.4,4.43,2.77 +45818,0.56,Ideal,G,VS1,61.8,55.0,1712,5.28,5.37,3.29 +38545,0.34,Ideal,D,VS2,62.5,57.0,1033,4.47,4.4,2.77 +29745,0.32,Ideal,H,VVS1,62.0,54.0,708,4.39,4.42,2.73 +22033,0.34,Ideal,H,SI1,60.7,56.0,628,4.58,4.52,2.76 +7413,0.91,Very Good,H,VS1,63.4,56.0,4224,6.18,6.12,3.9 +43241,0.52,Premium,D,SI1,59.7,60.0,1399,5.26,5.19,3.12 +47585,0.57,Ideal,G,VS1,60.3,57.0,1876,5.4,5.42,3.26 +53536,0.9,Good,J,VS2,64.1,56.0,2691,6.12,6.08,3.91 +21086,1.1,Very Good,G,VVS1,61.4,60.0,9257,6.59,6.67,4.07 +32216,0.31,Ideal,G,VVS1,62.0,54.0,789,4.38,4.39,2.72 +36687,0.39,Premium,E,VS2,61.3,61.0,951,4.7,4.66,2.87 +29321,0.31,Ideal,H,VS1,61.6,56.0,698,4.36,4.34,2.68 +33181,0.41,Very Good,E,SI2,63.2,58.0,818,4.72,4.68,2.97 +24071,1.6,Premium,H,VS1,60.0,59.0,12210,7.61,7.58,4.56 +27301,2.21,Very Good,I,SI1,62.9,59.0,17784,8.3,8.34,5.23 +25229,1.51,Ideal,G,VS2,62.3,54.0,13828,7.35,7.33,4.57 +11651,1.01,Very Good,D,SI1,58.1,61.0,5055,6.59,6.66,3.85 +24666,2.0,Premium,G,SI2,60.8,55.0,13007,8.09,7.95,4.88 +19656,1.01,Premium,D,VS1,62.4,58.0,8265,6.38,6.41,3.99 +50347,0.58,Ideal,G,VVS2,61.9,57.0,2245,5.36,5.33,3.31 +13369,0.24,Very Good,E,VS1,62.4,59.0,419,3.94,3.98,2.47 +32384,0.3,Ideal,D,VS2,62.3,56.0,790,4.31,4.29,2.68 +34026,0.44,Very Good,D,SI1,62.9,58.0,849,4.82,4.85,3.04 +16377,0.28,Very Good,E,VVS2,58.7,60.0,608,4.31,4.34,2.54 +2336,0.74,Ideal,F,VS1,62.3,56.0,3170,5.79,5.76,3.6 +44653,0.35,Good,G,SI1,63.8,54.0,522,4.46,4.48,2.85 +27406,2.54,Very Good,I,SI2,62.4,60.0,17996,8.58,8.73,5.4 +40299,0.4,Ideal,G,VS1,61.3,55.0,1125,4.78,4.75,2.92 +22686,0.4,Ideal,E,SI2,62.1,53.0,629,4.75,4.78,2.96 +23038,0.33,Premium,D,SI2,59.5,59.0,631,4.5,4.48,2.67 +19803,1.0,Ideal,G,VVS1,61.9,57.0,8366,6.43,6.39,3.97 +40396,0.5,Very Good,G,SI1,59.3,58.0,1133,5.19,5.24,3.09 +53771,0.75,Ideal,D,SI2,60.3,57.0,2726,5.85,5.89,3.54 +17169,1.06,Ideal,D,VS2,62.5,54.0,6856,6.53,6.6,4.1 +23259,1.51,Fair,H,VS1,58.0,67.0,11263,7.63,7.57,4.41 +44888,0.5,Ideal,E,VS2,61.4,56.0,1629,5.12,5.08,3.13 +10880,1.21,Ideal,J,VS2,62.2,57.0,4879,6.78,6.82,4.23 +51962,0.3,Ideal,G,VS2,61.6,57.0,545,4.3,4.33,2.66 +6253,1.17,Good,G,SI2,63.6,62.0,4010,6.65,6.55,4.2 +44583,0.53,Ideal,G,VS1,61.6,57.0,1607,5.21,5.24,3.22 +7910,1.07,Premium,I,SI1,60.7,61.0,4314,6.6,6.55,3.99 +47663,0.23,Very Good,E,VVS2,61.8,58.0,530,3.92,3.94,2.43 +30035,0.35,Ideal,E,VS1,61.5,57.0,718,4.52,4.55,2.79 +48556,0.67,Good,G,VS2,63.8,60.0,1990,5.5,5.47,3.5 +50147,0.73,Ideal,I,SI1,62.0,57.0,2215,5.74,5.77,3.56 +47656,0.34,Ideal,D,I1,61.4,55.0,530,4.52,4.5,2.77 +52264,0.7,Ideal,I,VS1,61.5,56.0,2490,5.73,5.76,3.53 +21343,1.21,Very Good,G,VVS2,60.4,56.0,9484,6.88,6.92,4.17 +52365,0.73,Very Good,F,VS2,58.9,60.0,2503,5.9,5.81,3.45 +53706,0.6,Ideal,F,VVS2,61.0,57.0,2718,5.43,5.46,3.32 +6928,1.05,Premium,E,SI2,61.5,59.0,4139,6.52,6.58,4.03 +6680,1.03,Very Good,H,SI2,60.9,57.0,4101,6.5,6.58,3.98 +22993,1.7,Premium,G,SI2,62.0,57.0,11043,7.72,7.63,4.76 +34400,0.34,Ideal,H,IF,61.6,54.0,863,4.49,4.53,2.78 +9266,0.92,Premium,E,SI1,59.8,59.0,4562,6.33,6.37,3.8 +47162,0.51,Premium,G,VS1,59.6,58.0,1833,5.22,5.21,3.11 +31596,0.2,Ideal,E,VS2,59.7,55.0,367,3.86,3.84,2.3 +9527,0.9,Very Good,H,VVS2,61.8,60.0,4617,6.11,6.15,3.79 +8871,1.04,Ideal,I,SI1,62.2,56.0,4484,6.51,6.47,4.04 +25987,1.09,Ideal,E,IF,60.1,58.0,15193,6.68,6.72,4.03 +53696,0.75,Good,E,VS2,59.7,65.0,2717,5.85,5.8,3.48 +11555,1.14,Very Good,F,SI2,59.2,63.0,5033,6.78,6.86,4.04 +453,0.71,Ideal,I,VVS2,60.2,56.0,2817,5.84,5.89,3.53 +30822,0.33,Very Good,E,SI1,63.4,55.0,743,4.4,4.37,2.78 +45567,0.52,Ideal,E,VS2,59.5,57.0,1689,5.25,5.27,3.13 +24586,1.15,Very Good,E,IF,59.2,57.0,12895,6.78,6.86,4.04 +34464,0.31,Ideal,E,VVS1,61.3,56.0,865,4.38,4.4,2.69 +7531,1.01,Good,F,SI2,63.7,59.0,4242,6.38,6.28,4.03 +17901,1.09,Ideal,G,VS2,60.6,57.0,7227,6.68,6.73,4.06 +17107,1.74,Premium,F,I1,59.9,58.0,6821,7.88,7.82,4.7 +27975,0.3,Ideal,E,VS2,61.3,57.0,658,4.29,4.33,2.64 +2483,0.9,Good,H,SI2,63.6,60.0,3193,6.11,6.06,3.87 +31186,0.32,Premium,D,SI1,63.0,58.0,756,4.4,4.36,2.76 +40224,0.4,Very Good,D,VS1,62.9,56.0,1123,4.67,4.71,2.95 +45805,0.5,Premium,F,VS1,62.0,58.0,1710,5.03,5.1,3.14 +21491,1.5,Ideal,I,VS2,62.6,57.0,9586,7.26,7.31,4.56 +44438,0.51,Premium,E,VS2,62.5,60.0,1590,5.08,5.1,3.18 +34233,0.4,Very Good,E,SI2,63.2,57.0,855,4.68,4.66,2.95 +8289,0.74,Ideal,F,IF,61.9,55.0,4383,5.79,5.84,3.6 +36062,0.31,Premium,E,VVS1,61.5,58.0,924,4.35,4.37,2.68 +43362,0.61,Good,E,SI2,63.1,56.0,1408,5.4,5.44,3.42 +14672,1.21,Premium,E,SI2,61.7,59.0,5920,6.83,6.78,4.2 +40998,0.5,Very Good,H,SI1,63.1,59.0,1181,5.02,4.96,3.15 +13429,1.01,Premium,E,SI1,62.8,59.0,5515,6.45,6.41,4.04 +988,0.79,Ideal,D,SI1,61.5,56.0,2896,5.91,5.96,3.65 +31100,0.3,Ideal,G,VVS1,62.6,55.0,753,4.27,4.32,2.69 +27162,2.5,Fair,F,SI2,65.8,58.0,17405,8.38,8.31,5.49 +1742,0.76,Ideal,H,VS2,61.4,57.0,3038,5.85,5.88,3.6 +25935,2.03,Premium,I,SI1,59.9,58.0,15095,8.23,8.21,4.92 +2733,0.91,Ideal,F,SI2,61.1,55.0,3246,6.24,6.19,3.8 +11167,1.07,Very Good,G,SI1,63.1,59.0,4949,6.49,6.45,4.08 +32597,0.3,Ideal,F,VVS1,62.1,55.0,802,4.31,4.35,2.69 +41930,0.4,Ideal,F,VVS1,61.3,55.0,1263,4.75,4.78,2.92 +52773,0.8,Ideal,F,SI2,61.8,56.0,2564,5.97,6.0,3.7 +19024,0.27,Ideal,E,VVS2,61.5,57.0,620,4.14,4.18,2.56 +47384,0.54,Premium,G,VS1,61.6,56.0,1847,5.26,5.23,3.23 +28073,0.3,Premium,D,VS1,60.7,58.0,661,4.34,4.36,2.64 +7324,0.81,Premium,D,VS1,62.3,58.0,4209,6.0,5.94,3.72 +28204,0.4,Premium,D,SI2,62.2,58.0,666,4.71,4.75,2.94 +47805,0.72,Ideal,H,SI2,60.9,56.0,1901,5.87,5.78,3.55 +1684,0.72,Premium,G,VS1,58.9,58.0,3032,5.93,5.85,3.47 +47893,0.54,Ideal,D,VS2,61.9,55.0,1913,5.24,5.23,3.24 +51310,0.31,Good,E,SI1,63.4,55.0,544,4.32,4.35,2.75 +20852,2.25,Ideal,E,I1,61.4,54.0,9072,8.52,8.46,5.21 +21840,1.6,Ideal,I,SI1,62.4,56.0,9901,7.52,7.48,4.68 +52966,0.24,Ideal,F,VVS2,60.7,56.0,552,3.98,4.03,2.43 +36869,0.42,Premium,E,VS2,61.0,60.0,958,4.82,4.85,2.95 +26597,2.04,Very Good,H,SI2,60.0,60.0,16319,8.21,8.17,4.91 +115,0.73,Ideal,F,VS2,62.6,56.0,2762,5.77,5.74,3.6 +38858,0.4,Premium,G,VVS2,62.0,58.0,1050,4.74,4.68,2.92 +43481,0.7,Fair,G,SI2,69.3,60.0,1420,5.41,5.35,3.72 +21303,1.15,Ideal,G,VVS2,61.8,56.0,9457,6.72,6.75,4.16 +6980,1.18,Ideal,E,I1,61.6,56.0,4153,6.79,6.82,4.19 +52343,0.72,Ideal,I,VS1,61.4,58.0,2498,5.73,5.77,3.53 +23316,1.5,Premium,H,VS2,61.8,59.0,11360,7.3,7.35,4.53 +51521,0.72,Ideal,F,SI1,60.9,53.0,2385,5.83,5.79,3.54 +23546,1.5,Ideal,H,VS1,61.0,56.8,11557,7.36,7.4,4.5 +12235,1.02,Premium,D,SI2,59.7,60.0,5198,6.58,6.55,3.92 +25964,2.01,Premium,G,SI2,62.3,60.0,15147,8.04,7.97,4.99 +41275,0.28,Ideal,I,VS1,62.0,56.0,503,4.2,4.24,2.62 +46767,0.5,Premium,E,VS1,60.4,60.0,1801,5.16,5.1,3.1 +14287,1.06,Very Good,H,VS2,62.5,57.0,5783,6.47,6.49,4.05 +38759,0.5,Very Good,E,SI2,60.8,61.0,1046,5.08,5.09,3.09 +31736,0.31,Ideal,H,IF,62.0,56.0,772,4.36,4.39,2.71 +23926,1.74,Premium,D,SI2,61.9,58.0,12052,7.73,7.67,4.77 +2766,0.9,Ideal,I,SI1,62.3,56.0,3251,6.18,6.12,3.83 +22243,1.21,Ideal,G,VVS1,61.0,57.0,10295,6.87,6.93,4.21 +34673,0.41,Very Good,H,VVS2,62.4,54.0,873,4.75,4.77,2.97 +34817,0.36,Ideal,E,VS2,61.7,57.0,878,4.59,4.55,2.82 +41045,0.54,Ideal,G,SI1,61.7,55.0,1187,5.24,5.27,3.24 +28502,0.4,Ideal,E,SI1,62.2,54.0,673,4.74,4.78,2.96 +30123,0.32,Ideal,G,VS2,62.5,56.0,720,4.42,4.38,2.75 +9701,0.32,Very Good,D,SI1,63.0,58.0,589,4.36,4.4,2.76 +593,0.7,Ideal,E,VS1,61.8,56.0,2837,5.74,5.69,3.53 +10740,0.33,Premium,E,SI2,60.0,59.0,594,4.49,4.47,2.69 +12186,1.21,Ideal,I,SI2,60.6,56.0,5184,6.94,6.92,4.2 +40828,0.5,Very Good,G,SI1,60.8,63.0,1171,5.08,5.11,3.1 +19936,1.02,Ideal,G,VVS1,62.6,56.0,8485,6.39,6.42,4.01 +21488,1.22,Premium,D,VS2,62.0,60.0,9581,6.74,6.79,4.22 +42156,0.59,Very Good,H,SI1,62.8,56.0,1283,5.35,5.38,3.37 +18064,1.01,Good,E,VVS2,64.2,57.0,7293,6.3,6.34,4.06 +44475,0.52,Ideal,G,VS2,60.8,57.0,1595,5.19,5.21,3.16 +42855,0.41,Premium,D,VVS2,61.2,62.0,1356,4.82,4.78,2.94 +861,0.9,Premium,J,SI1,62.8,59.0,2871,6.13,6.03,3.82 +8706,0.28,Very Good,G,VVS1,60.7,56.0,586,4.27,4.29,2.6 +15230,1.0,Very Good,D,VS2,63.4,57.0,6115,6.36,6.32,4.02 +48072,0.57,Ideal,H,VVS1,61.8,55.0,1929,5.33,5.38,3.31 +29231,0.32,Very Good,F,VS1,61.3,55.0,696,4.41,4.44,2.71 +15465,1.2,Very Good,I,VS1,62.6,59.0,6192,6.69,6.73,4.2 +30449,0.3,Ideal,E,VVS2,61.5,55.0,731,4.33,4.35,2.67 +13742,1.22,Ideal,I,SI1,60.8,57.0,5602,6.95,6.89,4.21 +16964,1.0,Good,E,VS2,63.1,56.0,6776,6.37,6.41,4.03 +22831,1.51,Ideal,H,VS2,61.4,58.0,10861,7.36,7.42,4.54 +8400,0.3,Very Good,E,VS2,61.6,61.0,585,4.26,4.31,2.64 +3708,0.7,Premium,G,VVS2,59.3,54.0,3450,5.89,5.78,3.46 +34084,0.36,Ideal,D,VS2,61.1,57.0,852,4.58,4.62,2.81 +28807,0.31,Ideal,E,VS1,60.5,60.0,682,4.37,4.39,2.65 +29525,0.38,Ideal,I,VS1,61.7,55.4,703,4.67,4.7,2.89 +21292,1.52,Ideal,H,SI1,61.3,57.0,9448,7.38,7.32,4.51 +37267,0.34,Ideal,D,SI2,61.4,56.0,481,4.5,4.55,2.78 +53489,0.53,Ideal,F,IF,61.3,57.0,2682,5.21,5.19,3.19 +44492,0.55,Ideal,F,SI1,61.7,56.4,1598,5.26,5.3,3.25 +11114,1.02,Fair,H,SI1,56.9,58.0,4935,6.64,6.75,3.81 +46471,0.58,Ideal,F,SI2,60.9,56.0,1776,5.42,5.39,3.29 +28294,0.3,Ideal,G,SI1,62.3,56.0,432,4.29,4.32,2.68 +53725,0.71,Ideal,I,SI1,61.5,55.0,2721,5.76,5.79,3.55 +13289,1.0,Premium,D,SI1,62.1,61.0,5488,6.32,6.3,3.92 +16923,1.27,Premium,H,VS2,62.6,59.0,6755,6.83,6.93,4.31 +29741,0.32,Ideal,H,VVS1,61.2,56.0,708,4.44,4.48,2.73 +29964,0.31,Very Good,H,SI1,62.4,60.0,446,4.32,4.34,2.7 +34165,0.33,Ideal,G,VS1,61.4,55.0,854,4.48,4.44,2.74 +14580,1.27,Ideal,J,VS1,61.4,59.0,5885,6.95,6.97,4.27 +34565,0.38,Very Good,F,VS1,60.2,58.0,871,4.71,4.73,2.84 +9756,1.13,Very Good,H,SI2,62.7,55.0,4661,6.61,6.69,4.17 +903,0.72,Very Good,H,VS1,62.2,54.0,2877,5.74,5.76,3.57 +19662,1.39,Ideal,I,VVS2,61.6,53.0,8271,7.21,7.22,4.44 +7501,0.91,Ideal,G,SI1,62.1,57.0,4240,6.2,6.23,3.86 +6290,0.97,Good,H,SI1,62.1,60.0,4020,6.24,6.29,3.89 +45481,0.51,Very Good,D,VS2,62.2,57.0,1678,5.11,5.14,3.19 +43869,0.53,Ideal,H,VS1,62.3,54.0,1449,5.18,5.22,3.24 +2107,0.9,Good,F,SI2,63.2,59.0,3116,6.06,6.13,3.85 +33910,0.3,Premium,E,VS2,61.8,58.0,844,4.28,4.26,2.64 +46638,0.3,Good,E,SI1,63.7,58.0,526,4.24,4.27,2.71 +50066,0.61,Ideal,D,VS2,62.0,56.0,2202,5.43,5.48,3.38 +53830,0.73,Ideal,F,SI1,62.6,55.0,2737,5.75,5.78,3.61 +4094,1.02,Very Good,J,SI2,62.6,60.0,3534,6.39,6.42,4.01 +11089,1.15,Ideal,G,SI2,62.3,56.0,4927,6.75,6.67,4.18 +30192,0.42,Very Good,E,SI1,61.5,61.0,722,4.82,4.87,2.98 +21174,1.53,Very Good,H,SI1,60.4,60.0,9332,7.39,7.44,4.48 +9582,1.08,Ideal,G,SI2,61.9,57.0,4627,6.57,6.55,4.06 +13099,1.21,Premium,I,SI1,62.1,56.0,5421,6.92,6.76,4.25 +4618,0.9,Premium,I,VS2,60.1,59.0,3663,6.37,6.25,3.79 +12706,0.26,Premium,E,VVS1,61.7,59.0,599,4.1,4.14,2.54 +42312,0.41,Ideal,F,VVS1,60.3,56.0,1295,4.8,4.85,2.91 +9824,1.01,Premium,D,SI2,62.8,59.0,4672,6.44,6.34,4.01 +47575,0.51,Ideal,G,VVS2,61.2,55.0,1875,5.15,5.18,3.16 +30188,0.4,Fair,G,VS2,64.6,55.0,722,4.62,4.64,2.99 +5549,1.02,Premium,I,SI2,62.0,59.0,3856,6.45,6.42,3.99 +45832,0.61,Ideal,I,VVS1,62.5,54.0,1713,5.43,5.49,3.41 +30953,0.32,Very Good,H,SI1,61.9,58.0,449,4.34,4.38,2.7 +47200,0.5,Ideal,G,VVS2,61.2,56.0,1838,5.1,5.13,3.13 +18804,1.51,Ideal,H,SI1,61.3,57.0,7695,7.41,7.34,4.52 +2204,0.73,Ideal,D,SI1,62.4,53.0,3140,5.82,5.79,3.62 +45868,0.51,Ideal,D,VS2,62.9,56.0,1716,5.1,5.07,3.2 +35543,0.46,Ideal,I,VS1,62.2,54.0,906,4.95,4.99,3.09 +37800,0.53,Ideal,H,SI2,61.5,56.0,1000,5.21,5.23,3.21 +19756,1.08,Ideal,F,VS1,62.1,53.0,8321,6.6,6.64,4.11 +8362,1.01,Good,E,SI1,64.1,62.0,4399,6.19,6.26,3.99 +27266,2.52,Very Good,G,SI2,63.2,58.0,17689,8.65,8.61,5.45 +26706,0.32,Premium,F,VS2,61.7,58.0,645,4.38,4.41,2.71 +27971,0.3,Premium,E,VS2,62.0,59.0,658,4.27,4.31,2.66 +13107,1.02,Ideal,D,SI2,61.7,58.0,5426,6.41,6.49,3.98 +44840,0.56,Ideal,E,VS2,61.6,57.0,1625,5.3,5.32,3.27 +13669,1.19,Very Good,H,SI1,62.7,61.0,5595,6.66,6.73,4.2 +8472,1.01,Premium,F,SI2,62.2,59.0,4416,6.41,6.45,4.0 +25573,2.05,Premium,J,VS1,60.1,58.0,14411,8.19,8.25,4.94 +46305,0.3,Ideal,G,VS2,61.7,56.0,526,4.31,4.35,2.67 +16601,1.01,Very Good,D,SI1,62.1,59.0,6630,6.37,6.41,3.97 +24956,1.5,Ideal,G,VS2,61.4,59.0,13428,7.37,7.32,4.5 +15601,1.01,Very Good,G,VVS2,61.9,58.0,6257,6.38,6.48,3.98 +10668,0.9,Ideal,F,VS2,62.0,56.0,4838,6.23,6.15,3.84 +37659,0.42,Premium,F,SI1,60.8,58.0,992,4.87,4.83,2.95 +41359,0.53,Very Good,G,SI1,61.0,55.0,1219,5.21,5.32,3.21 +4339,1.5,Premium,H,I1,61.1,59.0,3599,7.37,7.26,4.47 +11667,1.01,Good,I,VS1,59.0,63.5,5056,6.5,6.57,3.86 +43758,0.41,Premium,F,IF,62.6,58.0,1439,4.73,4.76,2.97 +44713,0.5,Ideal,E,VS2,61.4,55.0,1614,5.13,5.16,3.16 +37079,0.41,Ideal,F,SI1,62.7,57.0,969,4.74,4.7,2.96 +2986,0.7,Ideal,G,VS1,60.8,56.0,3300,5.73,5.8,3.51 +53585,0.92,Premium,D,I1,63.0,58.0,2698,6.18,6.13,3.88 +1612,0.72,Ideal,G,VS2,61.7,56.0,3012,5.74,5.78,3.55 +40515,0.5,Good,F,SI1,57.9,62.0,1145,5.18,5.21,3.01 +34532,0.33,Ideal,G,VVS1,62.2,57.0,868,4.41,4.46,2.76 +49407,0.75,Very Good,H,SI2,60.4,60.0,2106,5.89,5.93,3.57 +28954,0.31,Very Good,H,SI1,62.9,56.0,435,4.27,4.31,2.7 +35567,0.35,Ideal,F,VS2,61.4,54.0,906,4.58,4.54,2.8 +33760,0.4,Very Good,G,SI1,63.1,56.0,840,4.75,4.72,2.99 +16609,1.55,Premium,J,SI2,62.6,60.0,6635,7.36,7.3,4.59 +238,0.76,Ideal,I,VVS2,61.8,56.0,2788,5.85,5.87,3.62 +41990,0.43,Ideal,G,VVS1,61.4,55.0,1264,4.91,4.86,3.0 +20641,1.34,Ideal,D,SI1,62.2,57.0,8930,7.07,6.95,4.36 +30353,0.32,Ideal,F,VVS2,61.4,57.0,728,4.41,4.45,2.72 +20133,1.55,Premium,J,VS1,62.6,59.0,8593,7.35,7.4,4.62 +11051,0.28,Very Good,F,VVS2,61.8,60.0,596,4.16,4.19,2.58 +28599,0.3,Very Good,G,VS2,63.5,54.0,675,4.28,4.25,2.71 +52489,0.73,Very Good,E,SI1,63.3,60.0,2523,5.65,5.7,3.59 +17522,1.04,Very Good,G,VS1,61.8,58.0,7049,6.5,6.55,4.03 +37505,0.41,Premium,H,SI1,61.8,59.0,984,4.81,4.77,2.96 +35385,0.41,Premium,G,VS1,60.2,59.0,899,4.79,4.84,2.9 +33283,0.31,Good,D,SI2,63.7,58.0,462,4.27,4.3,2.73 +21686,1.05,Ideal,F,VVS1,62.7,57.0,9784,6.5,6.41,4.05 +2708,0.39,Very Good,H,SI2,62.4,59.0,562,4.58,4.65,2.88 +11873,1.2,Ideal,I,SI1,62.5,57.0,5107,6.77,6.71,4.21 +35636,0.26,Ideal,H,SI1,60.5,58.0,474,4.16,4.17,2.52 +17262,1.02,Very Good,D,VS2,63.4,54.0,6909,6.38,6.33,4.03 +23572,1.51,Ideal,H,VS1,62.6,56.0,11580,7.28,7.32,4.57 +42677,0.49,Very Good,D,VS2,64.0,53.0,1336,4.94,4.99,3.18 +26609,2.54,Very Good,H,SI2,63.5,56.0,16353,8.68,8.65,5.5 +20670,1.06,Ideal,F,VVS2,62.1,57.0,8954,6.5,6.54,4.05 +2226,0.7,Ideal,G,SI1,61.6,55.0,3145,5.71,5.76,3.53 +9890,1.02,Ideal,F,SI2,61.6,56.0,4684,6.52,6.49,4.01 +48349,0.74,Premium,H,SI2,60.9,61.0,1962,5.84,5.75,3.53 +14194,1.35,Premium,E,SI2,61.5,58.0,5758,7.11,7.06,4.36 +12109,1.01,Premium,H,VS2,61.6,59.0,5166,6.45,6.47,3.98 +26919,2.04,Premium,I,SI1,62.2,57.0,16942,8.14,8.07,5.04 +44282,0.53,Ideal,G,VS2,61.2,56.0,1577,5.19,5.22,3.19 +36794,0.34,Premium,E,VS2,61.1,60.0,956,4.48,4.45,2.73 +50030,0.62,Ideal,H,VVS1,61.1,56.0,2197,5.48,5.52,3.36 +392,0.32,Premium,I,SI1,62.8,58.0,554,4.39,4.34,2.74 +46554,0.51,Premium,E,VS2,61.9,59.0,1781,5.11,5.06,3.15 +51838,0.72,Very Good,G,VS1,63.5,55.0,2422,5.75,5.68,3.63 +171,0.75,Ideal,D,SI2,61.3,56.0,2773,5.85,5.89,3.6 +15692,0.29,Ideal,G,VVS2,60.7,54.0,607,4.33,4.37,2.64 +5928,0.92,Ideal,E,SI2,62.1,53.0,3941,6.25,6.22,3.87 +26262,1.58,Ideal,E,VS2,62.7,56.0,15721,7.55,7.45,4.7 +16909,1.23,Premium,G,SI1,62.4,55.0,6750,6.89,6.83,4.28 +47895,0.57,Very Good,H,VVS1,59.6,58.0,1914,5.4,5.43,3.23 +50039,0.71,Fair,F,SI1,57.0,68.0,2198,6.05,5.87,3.4 +34864,0.3,Premium,G,VVS2,61.9,59.0,878,4.28,4.25,2.64 +15226,1.18,Ideal,G,SI1,62.5,55.0,6112,6.77,6.74,4.22 +12624,1.04,Premium,D,SI2,62.4,56.0,5292,6.5,6.45,4.04 +10554,1.02,Very Good,E,SI1,60.5,63.0,4813,6.48,6.54,3.94 +18289,1.01,Ideal,E,VS1,61.6,57.0,7430,6.41,6.45,3.96 +25979,1.54,Premium,E,VS2,62.7,58.0,15178,7.33,7.37,4.61 +2653,0.7,Ideal,G,VVS2,59.9,58.0,3234,5.78,5.8,3.47 +26247,2.06,Ideal,I,VS2,59.2,57.0,15691,8.39,8.29,4.94 +29446,0.41,Very Good,F,SI1,62.5,58.0,702,4.74,4.77,2.97 +23913,1.02,Ideal,E,IF,62.2,56.0,12030,6.44,6.38,3.99 +5668,1.09,Ideal,F,SI2,61.6,54.0,3882,6.69,6.62,4.1 +11889,1.01,Very Good,G,SI1,63.2,59.0,5113,6.36,6.32,4.01 +50097,0.62,Ideal,I,VVS1,61.1,55.0,2207,5.52,5.57,3.39 +14598,1.06,Premium,H,VS2,62.6,58.0,5889,6.54,6.49,4.08 +47948,0.81,Premium,J,SI1,61.4,60.0,1917,5.98,5.94,3.66 +21104,1.3,Ideal,D,SI1,62.2,56.0,9275,6.98,6.94,4.33 +27098,2.01,Premium,H,SI1,62.3,58.0,17235,8.04,7.99,4.99 +20766,1.21,Premium,G,VVS1,60.1,61.0,9003,6.92,6.85,4.14 +38953,0.31,Good,H,VS2,63.1,58.0,489,4.31,4.34,2.73 +45959,0.56,Ideal,D,SI1,61.4,57.0,1723,5.31,5.34,3.27 +8972,1.0,Good,F,SI1,63.6,62.0,4504,6.24,6.3,3.99 +4098,0.84,Very Good,G,VS2,62.0,56.0,3535,6.07,6.09,3.77 +19295,1.67,Good,J,SI1,58.8,61.0,8013,7.71,7.73,4.54 +48753,0.5,Ideal,F,VVS2,59.9,58.0,2016,5.14,5.17,3.09 +35470,0.31,Ideal,F,IF,60.7,56.0,901,4.42,4.45,2.69 +20016,0.3,Very Good,H,SI1,62.9,58.0,421,4.22,4.24,2.66 +5043,0.4,Ideal,G,SI2,62.6,54.0,573,4.73,4.76,2.97 +43308,0.6,Very Good,H,SI1,63.1,60.0,1402,5.3,5.35,3.36 +39707,0.46,Good,I,VVS1,63.5,57.0,1089,4.85,4.91,3.1 +50013,0.62,Premium,E,VS1,62.2,58.0,2196,5.41,5.46,3.38 +33984,0.42,Premium,H,VS1,61.2,60.0,847,4.77,4.84,2.94 +383,0.75,Very Good,F,SI1,63.4,58.0,2811,5.72,5.76,3.64 +641,0.7,Premium,F,VS2,58.7,61.0,2842,5.8,5.72,3.38 +41936,0.4,Very Good,F,VVS1,61.9,57.0,1263,4.69,4.71,2.91 +2866,0.72,Ideal,E,VS1,62.6,55.0,3275,5.7,5.73,3.58 +14869,1.01,Premium,F,VS2,62.1,60.0,5988,6.36,6.43,3.97 +26377,1.5,Premium,F,VS1,62.2,60.0,15851,7.3,7.27,4.53 +21132,1.22,Premium,E,VS2,62.2,55.0,9292,6.91,6.85,4.28 +12011,1.13,Ideal,I,SI1,61.9,57.0,5149,6.68,6.66,4.13 +41883,0.57,Ideal,I,VS2,61.6,54.0,1258,5.35,5.4,3.31 +29827,0.3,Very Good,G,VVS1,63.2,55.0,710,4.28,4.3,2.71 +3585,0.81,Ideal,I,VS1,61.8,56.0,3422,5.97,6.0,3.7 +9109,1.04,Ideal,E,SI1,62.0,57.0,4530,6.47,6.5,4.02 +41688,0.5,Premium,E,SI2,59.5,59.0,1240,5.19,5.16,3.08 +39919,0.41,Ideal,D,VS1,62.4,56.0,1105,4.75,4.8,2.98 +35515,0.35,Ideal,E,VVS1,61.9,56.0,905,4.53,4.55,2.81 +45700,0.58,Ideal,E,VS2,60.9,59.0,1698,5.36,5.44,3.29 +17316,1.1,Ideal,G,VS2,60.9,56.0,6939,6.68,6.79,4.1 +19501,1.01,Ideal,F,VS1,62.1,54.0,8133,6.42,6.44,3.99 +29479,0.4,Premium,G,SI1,61.4,60.0,702,4.67,4.71,2.88 +14934,1.0,Very Good,F,VS2,61.6,56.0,6013,6.42,6.47,3.97 +28422,0.3,Very Good,D,VS2,62.5,57.0,670,4.26,4.28,2.67 +21729,1.13,Ideal,E,VS2,61.7,57.0,9796,6.67,6.71,4.13 +12807,1.01,Very Good,E,SI2,60.2,60.0,5340,6.46,6.5,3.9 +34091,0.41,Premium,E,SI1,58.8,62.0,852,4.87,4.85,2.86 +34778,0.41,Premium,D,SI2,62.3,58.0,876,4.77,4.73,2.96 +39898,0.42,Ideal,D,VS2,61.4,56.0,1103,4.84,4.8,2.96 +7835,1.01,Very Good,F,SI2,63.3,57.0,4299,6.39,6.37,4.04 +21408,1.02,Ideal,F,VVS2,61.1,56.3,9521,6.48,6.52,3.97 +30228,0.33,Ideal,E,VS2,62.6,57.0,723,4.37,4.42,2.75 +52805,0.71,Premium,F,VS2,61.0,59.0,2571,5.72,5.69,3.48 +17137,1.06,Premium,E,VS2,62.3,58.0,6838,6.52,6.49,4.05 +25141,2.22,Ideal,J,SI2,62.8,57.0,13703,8.33,8.29,5.22 +30902,0.31,Ideal,F,VS1,62.4,55.0,744,4.37,4.35,2.72 +53177,0.71,Very Good,E,VS2,58.5,57.0,2630,5.87,5.9,3.44 +48327,0.24,Ideal,F,VS1,62.0,56.0,536,3.99,3.94,2.46 +42828,0.51,Ideal,E,SI1,60.9,54.0,1355,5.17,5.21,3.16 +44690,0.53,Very Good,E,VS2,60.1,60.0,1612,5.21,5.28,3.15 +21050,0.31,Ideal,H,VVS2,62.2,55.0,625,4.35,4.36,2.71 +26223,2.01,Fair,D,SI2,59.4,66.0,15627,8.2,8.17,4.86 +10026,0.3,Good,D,SI2,60.8,65.0,414,4.26,4.29,2.6 +33962,0.4,Very Good,D,VS2,63.3,58.0,845,4.63,4.66,2.94 +3515,0.81,Very Good,H,VS1,62.5,57.0,3404,5.94,5.96,3.72 +51436,0.55,Ideal,E,VVS2,61.9,56.0,2374,5.25,5.29,3.26 +3817,0.7,Ideal,F,VS2,61.0,55.0,3468,5.74,5.79,3.52 +17724,0.33,Very Good,H,VVS2,61.9,56.0,614,4.44,4.47,2.76 +52317,0.32,Good,D,SI1,63.8,55.0,550,4.35,4.36,2.78 +29057,0.4,Very Good,E,SI1,62.0,61.0,687,4.67,4.71,2.91 +11921,1.22,Ideal,I,SI1,62.5,56.0,5124,6.82,6.79,4.25 +19250,1.33,Premium,H,VS2,60.7,59.0,7982,7.08,7.13,4.31 +10582,1.01,Very Good,H,VS2,62.2,56.0,4821,6.35,6.44,3.98 +4435,0.9,Good,G,SI1,64.5,57.0,3615,6.04,6.09,3.91 +2165,0.7,Very Good,D,VS2,61.2,60.0,3131,5.73,5.77,3.52 +51945,0.56,Ideal,E,VVS2,62.6,54.0,2441,5.28,5.32,3.32 +36418,0.31,Ideal,D,VS2,61.5,56.0,942,4.36,4.35,2.68 +52765,0.77,Premium,G,SI1,60.7,58.0,2563,5.95,5.98,3.62 +42998,0.55,Very Good,D,SI2,63.2,56.0,1368,5.24,5.21,3.3 +34960,0.32,Premium,H,VS2,62.7,58.0,471,4.33,4.35,2.72 +10917,1.02,Ideal,G,SI2,61.0,57.0,4890,6.51,6.58,3.99 +9207,1.26,Fair,I,SI2,64.8,57.0,4551,6.73,6.69,4.35 +27837,0.39,Ideal,I,VS2,61.5,55.0,651,4.7,4.73,2.9 +14464,1.03,Ideal,E,SI1,60.3,55.0,5837,6.62,6.57,3.98 +38304,0.37,Ideal,J,VS1,62.4,55.0,487,4.59,4.64,2.88 +995,0.76,Premium,E,SI1,61.1,58.0,2897,5.91,5.85,3.59 +11412,1.0,Premium,H,VS2,61.5,61.0,5000,6.45,6.4,3.95 +32640,0.34,Very Good,I,SI1,60.4,56.0,459,4.54,4.56,2.75 +28989,0.33,Ideal,E,VS1,60.6,57.0,686,4.49,4.52,2.73 +17980,1.07,Ideal,H,VVS1,61.7,56.0,7273,6.56,6.68,4.06 +7312,1.13,Very Good,J,VS2,62.0,59.0,4206,6.62,6.66,4.12 +1880,1.03,Premium,G,I1,60.8,57.0,3073,6.55,6.51,3.97 +2061,0.32,Very Good,E,VS2,60.5,58.0,561,4.4,4.42,2.67 +11013,1.01,Ideal,D,SI2,61.6,57.0,4916,6.42,6.46,3.97 +34803,0.31,Ideal,D,VS1,62.1,57.0,877,4.35,4.32,2.69 +51236,0.72,Very Good,G,SI1,63.1,57.0,2353,5.66,5.72,3.59 +36795,0.34,Ideal,E,VS2,62.4,56.0,956,4.49,4.45,2.79 +12492,1.08,Ideal,G,SI1,61.8,56.0,5256,6.55,6.58,4.06 +37912,0.41,Very Good,G,VVS2,61.6,56.0,1007,4.76,4.78,2.94 +25834,2.06,Premium,H,SI1,62.4,59.0,14863,8.11,8.07,5.05 +49108,0.63,Ideal,I,VVS1,62.8,58.0,2064,5.44,5.49,3.43 +51355,0.76,Premium,G,SI2,62.8,60.0,2364,5.81,5.79,3.64 +9215,1.07,Fair,F,SI1,60.6,66.0,4554,6.65,6.46,3.97 +34574,0.31,Ideal,G,IF,61.9,56.0,871,4.33,4.35,2.68 +26666,2.0,Premium,D,SI2,60.8,60.0,16484,8.15,8.1,4.94 +53131,0.7,Ideal,H,VVS1,61.7,54.0,2618,5.72,5.76,3.54 +18722,1.17,Very Good,H,IF,59.3,59.0,7644,6.92,6.98,4.12 +21933,2.01,Very Good,I,SI2,61.4,63.0,10009,8.19,7.96,4.96 +37231,0.4,Ideal,E,VS2,62.9,55.0,975,4.73,4.72,2.97 +18054,0.3,Ideal,I,IF,62.0,57.0,615,4.28,4.3,2.66 +1276,0.99,Fair,J,SI1,58.0,67.0,2949,6.57,6.5,3.79 +15464,1.02,Ideal,D,SI1,62.3,57.0,6191,6.41,6.44,4.0 +22564,1.03,Ideal,F,IF,63.1,55.0,10615,6.45,6.46,4.07 +50787,0.8,Premium,E,SI2,59.1,61.0,2304,6.03,5.99,3.55 +17924,1.52,Very Good,J,SI1,62.3,57.0,7239,7.32,7.38,4.58 +20583,1.5,Ideal,H,VS1,62.1,57.0,8891,7.37,7.23,4.53 +37287,0.24,Very Good,E,VVS2,64.4,53.0,485,3.92,3.94,2.53 +33248,0.36,Very Good,F,VS1,60.1,59.0,825,4.62,4.66,2.78 +10387,0.38,Ideal,I,SI1,61.8,54.0,593,4.66,4.7,2.89 +37172,0.32,Ideal,D,VS2,62.0,55.0,972,4.41,4.37,2.72 +26701,0.32,Ideal,G,VS1,62.0,56.0,645,4.35,4.39,2.71 +28758,0.31,Ideal,E,VS2,61.8,55.0,680,4.37,4.4,2.71 +24271,1.65,Ideal,I,VS2,61.5,57.0,12495,7.59,7.65,4.69 +28704,0.41,Very Good,F,SI1,63.6,57.0,680,4.72,4.75,3.01 +3086,0.75,Very Good,E,VS1,61.5,54.0,3314,5.88,5.82,3.6 +812,0.71,Premium,D,SI1,61.4,58.0,2863,5.79,5.75,3.54 +21011,1.7,Premium,J,VS2,62.9,62.0,9225,7.47,7.38,4.67 +20492,1.52,Premium,H,VS2,61.1,61.0,8825,7.4,7.36,4.51 +37532,0.38,Very Good,F,VS1,58.7,63.0,988,4.75,4.79,2.8 +21042,0.31,Premium,G,VS1,61.2,59.0,625,4.35,4.37,2.67 +32419,0.41,Very Good,D,SI1,62.9,58.0,791,4.7,4.75,2.97 +46922,0.52,Premium,G,VS1,61.7,56.0,1815,5.21,5.17,3.2 +47062,0.52,Very Good,E,VS1,63.3,58.0,1822,5.07,5.11,3.22 +17595,1.0,Good,E,VVS1,64.1,62.0,7084,6.29,6.26,4.02 +4045,1.05,Ideal,H,SI2,62.0,57.0,3528,6.54,6.5,4.04 +6845,0.71,Ideal,E,VVS2,62.0,57.0,4124,5.7,5.72,3.54 +8084,1.01,Premium,G,SI1,63.0,59.0,4338,6.32,6.27,3.96 +41107,0.35,Ideal,E,VVS1,62.1,57.0,1195,4.52,4.55,2.81 +10813,0.96,Premium,E,SI1,60.0,60.0,4864,6.44,6.39,3.85 +13044,0.36,Ideal,F,SI1,60.1,56.0,600,4.62,4.67,2.79 +30141,0.32,Premium,G,VS2,62.4,59.0,720,4.36,4.33,2.71 +11719,0.34,Premium,E,SI1,61.9,59.0,596,4.44,4.48,2.76 +36493,0.41,Very Good,H,VS2,63.4,58.0,943,4.77,4.66,2.99 +6203,1.02,Good,I,SI1,64.2,53.0,3998,6.3,6.26,4.03 +10671,1.01,Premium,H,VS2,60.5,58.0,4839,6.46,6.4,3.89 +48527,0.51,Ideal,E,VS2,61.6,55.0,1985,5.15,5.2,3.19 +38853,0.4,Premium,G,VVS2,61.1,58.0,1050,4.76,4.74,2.9 +44939,0.68,Fair,G,SI1,58.0,71.0,1633,5.85,5.7,3.35 +9359,1.16,Very Good,I,SI1,62.9,58.0,4586,6.64,6.69,4.19 +36729,0.32,Very Good,G,IF,61.8,55.0,954,4.39,4.45,2.73 +15553,1.28,Premium,G,SI2,62.6,58.0,6236,6.94,6.89,4.33 +46998,0.7,Ideal,H,SI2,61.1,57.0,1817,5.73,5.76,3.51 +34573,0.31,Ideal,G,IF,62.3,56.0,871,4.34,4.36,2.71 +51689,0.56,Ideal,G,IF,62.0,56.0,2399,5.33,5.28,3.29 +43585,0.5,Fair,D,VS2,63.7,57.0,1431,5.05,4.9,3.17 +32310,0.26,Ideal,G,VS1,62.1,54.0,456,4.1,4.14,2.56 +47344,0.5,Premium,D,VS2,61.4,59.0,1845,5.15,5.11,3.15 +20966,1.52,Ideal,I,VS2,62.1,55.0,9176,7.41,7.33,4.58 +3959,0.91,Good,G,SI1,63.1,63.0,3506,6.11,6.16,3.87 +2349,1.03,Ideal,H,SI2,62.4,57.0,3172,6.43,6.36,4.0 +8056,0.23,Very Good,F,VVS1,62.3,55.0,583,3.93,3.96,2.46 +20595,1.25,Good,G,VS1,63.4,55.0,8901,6.87,6.92,4.37 +33241,0.41,Ideal,I,VS1,61.9,55.0,824,4.79,4.81,2.97 +26679,0.26,Very Good,I,VVS2,62.7,55.0,427,4.09,4.12,2.57 +703,0.73,Premium,E,VS2,62.0,57.0,2854,5.86,5.76,3.6 +2823,0.81,Premium,H,VVS2,62.8,58.0,3266,5.92,5.89,3.71 +23905,1.11,Ideal,D,VVS2,63.0,57.0,12016,6.58,6.65,4.17 +14800,1.2,Very Good,I,VS2,62.3,56.0,5955,6.76,6.81,4.23 +44267,0.52,Ideal,E,VS2,62.1,56.0,1576,5.17,5.2,3.22 +40132,0.41,Ideal,E,VS1,60.4,55.0,1115,4.85,4.89,2.94 +46740,0.55,Ideal,G,VVS2,62.3,53.0,1799,5.27,5.29,3.29 +48288,0.73,Ideal,J,SI1,61.3,57.0,1956,5.82,5.8,3.56 +41518,0.44,Ideal,D,VS1,62.3,55.0,1235,4.84,4.88,3.03 +29941,0.31,Ideal,G,SI1,61.3,58.0,443,4.37,4.4,2.69 +45622,0.55,Premium,D,SI1,61.0,58.0,1692,5.27,5.29,3.22 +16743,1.2,Ideal,H,VS2,62.0,56.0,6666,6.86,6.81,4.24 +48406,0.52,Ideal,G,VVS1,61.0,57.0,1969,5.18,5.2,3.17 +50339,0.61,Very Good,E,VS1,61.1,58.0,2243,5.47,5.52,3.36 +30839,0.33,Ideal,H,VS1,61.4,57.0,743,4.49,4.44,2.74 +28068,0.39,Very Good,H,VS2,60.7,56.0,661,4.77,4.79,2.9 +52428,0.75,Very Good,H,VS1,59.3,59.0,2513,5.87,6.0,3.52 +33103,0.34,Good,E,VS2,57.0,61.0,816,6.65,4.61,2.64 +28202,0.4,Very Good,E,SI2,62.9,59.0,666,4.66,4.69,2.94 +49681,0.76,Ideal,G,SI2,62.1,54.0,2143,5.88,5.84,3.64 +45763,0.51,Very Good,F,VS1,61.0,59.0,1706,5.16,5.1,3.13 +41557,0.51,Very Good,G,SI1,61.4,54.0,1237,5.2,5.22,3.2 +3551,0.77,Very Good,F,VVS2,63.5,59.0,3415,5.77,5.72,3.65 +13862,1.15,Very Good,H,VS2,62.4,56.0,5646,6.66,6.68,4.16 +36090,0.44,Premium,F,VS2,62.2,58.0,926,4.83,4.88,3.02 +28592,0.3,Premium,G,VS2,61.6,60.0,675,4.33,4.28,2.65 +13729,0.27,Ideal,E,VS1,61.6,56.0,603,4.17,4.14,2.56 +18862,1.17,Premium,G,SI1,62.6,55.0,7731,6.75,6.7,4.21 +9868,1.03,Ideal,D,SI2,61.2,57.0,4679,6.51,6.59,4.01 +12093,1.18,Ideal,I,SI2,61.9,54.0,5163,6.77,6.84,4.21 +2101,0.86,Very Good,H,SI1,63.8,56.0,3115,6.02,6.05,3.85 +48068,0.51,Premium,D,VS2,58.0,60.0,1928,5.29,5.26,3.06 +39757,0.36,Ideal,D,VS1,60.8,57.0,1094,4.59,4.62,2.8 +38645,0.33,Ideal,F,VVS2,61.3,56.0,1040,4.46,4.44,2.73 +847,0.62,Ideal,G,IF,61.8,56.0,2869,5.43,5.47,3.37 +27862,0.31,Ideal,I,IF,61.3,57.0,652,4.34,4.4,2.68 +10794,1.22,Very Good,J,SI2,60.5,58.5,4861,6.84,6.96,4.17 +42325,0.41,Ideal,F,VVS1,61.9,56.0,1295,4.77,4.79,2.96 +3957,1.2,Ideal,I,I1,61.9,56.0,3505,6.82,6.85,4.23 +1616,0.75,Premium,F,VS2,61.6,58.0,3013,5.84,5.89,3.61 +38854,0.4,Ideal,G,VVS2,62.4,56.0,1050,4.68,4.64,2.91 +10821,1.1,Ideal,I,SI1,60.8,61.0,4868,6.63,6.7,4.05 +6291,1.07,Ideal,G,SI2,61.1,57.0,4021,6.61,6.65,4.05 +43698,0.5,Good,F,VS2,63.6,57.0,1436,5.03,5.07,3.21 +16209,1.02,Premium,F,VS2,61.3,58.0,6479,6.42,6.54,3.97 +15224,1.62,Good,J,SI2,64.2,62.0,6112,7.33,7.41,4.73 +41044,0.41,Ideal,E,VVS2,61.4,57.0,1187,4.76,4.79,2.93 +33533,0.35,Premium,D,VS2,60.4,58.0,829,4.53,4.58,2.75 +33004,0.32,Ideal,E,VVS1,60.9,56.0,813,4.41,4.43,2.69 +32619,0.3,Ideal,H,VS2,62.0,57.0,457,4.27,4.31,2.66 +41197,0.51,Very Good,F,SI1,62.5,59.0,1203,5.08,5.1,3.18 +2470,0.71,Very Good,E,VS1,62.1,60.0,3192,5.65,5.71,3.53 +16276,1.23,Ideal,G,SI1,61.4,56.0,6509,6.94,6.91,4.25 +34505,0.4,Very Good,D,VS2,60.8,59.0,868,4.71,4.77,2.88 +23371,0.33,Ideal,D,SI2,62.9,56.0,631,4.43,4.41,2.78 +34988,0.34,Ideal,H,VVS2,63.0,55.0,880,4.48,4.44,2.81 +369,0.7,Very Good,F,VS1,62.0,57.0,2808,5.64,5.71,3.52 +36766,0.3,Premium,E,VVS1,60.0,60.0,956,4.38,4.35,2.62 +16970,1.01,Very Good,H,VVS1,61.1,58.0,6777,6.41,6.45,3.93 +31622,0.32,Ideal,I,SI1,60.5,58.0,450,4.43,4.49,2.7 +30238,0.33,Ideal,E,VS2,61.1,56.0,723,4.45,4.48,2.73 +21587,1.03,Ideal,G,VVS1,61.5,57.0,9691,6.47,6.52,3.99 +4645,0.9,Good,G,SI1,63.7,60.0,3669,6.11,6.07,3.88 +45240,0.53,Ideal,D,VS2,61.0,56.0,1659,5.26,5.29,3.22 +47703,0.58,Premium,G,VS1,61.5,58.0,1884,5.35,5.41,3.31 +4599,1.02,Good,H,SI2,64.0,57.0,3656,6.41,6.37,4.09 +29171,0.4,Very Good,F,SI1,59.6,58.0,694,4.81,4.82,2.87 +47770,0.7,Very Good,E,SI2,63.5,59.0,1894,5.63,5.51,3.53 +12861,1.05,Ideal,G,SI1,62.3,55.0,5361,6.47,6.54,4.05 +41063,0.5,Good,D,SI1,64.1,56.0,1190,5.03,4.98,3.21 +28574,0.3,Premium,H,VS1,63.0,58.0,675,4.28,4.23,2.68 +51649,0.26,Very Good,G,VVS1,61.6,56.0,545,4.14,4.17,2.55 +37383,0.4,Premium,D,VS2,61.7,59.0,982,4.72,4.75,2.92 +43,0.26,Good,D,VS2,65.2,56.0,403,3.99,4.02,2.61 +8748,1.06,Very Good,I,SI2,61.4,56.5,4465,6.55,6.58,4.03 +3439,0.9,Premium,H,SI1,62.1,61.0,3387,6.11,6.07,3.78 +23628,1.54,Ideal,I,VS1,61.5,56.0,11651,7.42,7.47,4.58 +883,0.9,Good,J,SI1,64.0,61.0,2873,6.0,5.96,3.83 +43107,0.6,Very Good,E,SI2,62.8,56.0,1385,5.41,5.45,3.41 +50712,0.7,Very Good,G,SI1,63.5,56.0,2293,5.64,5.7,3.6 +50008,0.83,Good,J,SI1,63.8,58.0,2195,5.95,5.97,3.8 +10803,1.06,Ideal,F,SI1,61.2,55.0,4862,6.62,6.57,4.03 +856,0.82,Ideal,H,VS2,59.5,57.0,2870,6.12,6.09,3.63 +51815,0.76,Very Good,H,SI2,59.8,58.0,2418,5.94,5.96,3.56 +28164,0.3,Ideal,H,VVS1,62.2,56.0,665,4.28,4.3,2.67 +34645,0.31,Ideal,E,VS2,61.9,55.0,872,4.38,4.34,2.7 +13552,1.09,Very Good,H,VS2,63.0,54.0,5551,6.61,6.54,4.14 +35658,0.31,Ideal,G,VVS2,62.6,57.0,907,4.33,4.29,2.7 +41291,0.52,Ideal,G,SI2,62.1,56.0,1210,5.13,5.18,3.2 +27390,0.41,Ideal,J,VS1,62.7,57.0,647,4.72,4.75,2.97 +23522,1.58,Ideal,I,VVS1,61.7,53.0,11526,7.52,7.53,4.65 +52743,0.51,Ideal,E,VVS2,62.4,59.0,2559,5.07,5.12,3.18 +10763,1.01,Premium,E,SI1,59.6,59.0,4853,6.53,6.46,3.87 +46949,0.52,Ideal,E,VS2,62.6,57.0,1815,5.17,5.09,3.21 +2651,0.71,Ideal,H,IF,62.2,57.0,3234,5.7,5.74,3.56 +43692,0.5,Good,F,VS2,63.2,58.0,1436,5.0,5.03,3.17 +10792,1.07,Very Good,D,SI2,62.6,61.0,4861,6.42,6.49,4.04 +12795,0.9,Ideal,G,VVS2,61.9,56.0,5335,6.15,6.22,3.83 +49676,0.7,Premium,H,SI2,62.8,59.0,2142,5.65,5.62,3.54 +5104,0.94,Premium,E,SI2,60.4,59.0,3758,6.37,6.34,3.84 +45084,0.55,Premium,G,VS2,61.5,61.0,1645,5.27,5.23,3.23 +15177,1.01,Premium,F,VS2,63.0,58.0,6097,6.43,6.36,4.03 +18832,1.01,Very Good,F,VVS2,62.5,63.0,7715,6.41,6.38,4.0 +8252,1.02,Ideal,H,SI2,60.5,57.0,4375,6.56,6.52,3.95 +53571,0.7,Premium,E,VS2,60.9,59.0,2697,5.71,5.68,3.47 +40877,0.42,Ideal,E,VVS1,61.8,56.0,1176,4.81,4.83,2.98 +18457,1.71,Good,J,SI2,63.9,59.0,7508,7.55,7.47,4.8 +4375,1.13,Premium,F,I1,62.3,56.0,3607,6.69,6.61,4.14 +6324,1.11,Very Good,H,SI2,61.5,59.0,4029,6.56,6.61,4.05 +10757,1.01,Premium,E,SI1,62.9,59.0,4853,6.38,6.3,3.99 +14882,1.82,Fair,H,I1,67.3,58.0,5993,7.5,7.47,5.04 +25595,2.01,Premium,I,SI2,62.9,58.0,14444,8.05,8.0,5.05 +13672,0.88,Ideal,E,VS2,61.4,56.0,5595,6.15,6.17,3.78 +48947,0.58,Ideal,E,VS1,61.8,57.0,2046,5.33,5.35,3.3 +13928,0.96,Ideal,F,VS1,61.2,56.0,5666,6.38,6.34,3.89 +26327,2.0,Ideal,H,VS2,62.4,55.0,15829,8.03,7.94,4.99 +607,0.71,Ideal,F,VS1,61.5,57.0,2839,5.74,5.71,3.52 +17662,1.07,Very Good,F,VS1,62.0,58.0,7118,6.57,6.59,4.08 +36778,0.3,Ideal,E,VVS1,61.5,57.0,956,4.35,4.33,2.67 +48099,0.49,Ideal,D,VS1,62.3,55.0,1934,5.03,5.05,3.14 +11271,0.94,Ideal,E,SI2,61.6,57.0,4972,6.29,6.31,3.88 +1596,0.73,Very Good,G,VS1,60.7,55.0,3011,5.87,5.89,3.57 +32895,0.36,Premium,E,SI1,60.8,59.0,810,4.59,4.56,2.78 +42530,0.4,Ideal,F,VVS1,61.7,56.0,1323,4.75,4.72,2.92 +5622,0.96,Premium,I,VS2,60.6,60.0,3876,6.4,6.47,3.9 +22326,1.2,Ideal,F,VS1,62.1,58.0,10367,6.78,6.84,4.23 +5047,0.31,Ideal,H,SI1,61.4,55.0,573,4.44,4.36,2.7 +18818,1.21,Very Good,E,SI1,62.2,60.0,7703,6.78,6.76,4.21 +53241,0.82,Very Good,F,SI2,62.9,59.0,2643,5.89,5.93,3.72 +31275,0.32,Premium,E,SI2,59.7,60.0,449,4.43,4.45,2.65 +15505,1.2,Ideal,I,VS1,62.1,56.5,6210,6.8,6.84,4.23 +6311,0.56,Very Good,D,IF,62.5,59.0,4025,5.26,5.3,3.3 +5698,1.0,Good,E,SI2,63.7,61.0,3889,6.32,6.27,4.01 +48402,0.83,Good,F,SI2,63.7,59.0,1968,5.91,5.86,3.75 +8275,0.9,Good,H,VVS1,64.3,59.0,4381,6.04,6.09,3.9 +21304,1.58,Ideal,I,SI1,62.3,55.0,9457,7.42,7.49,4.64 +12226,1.0,Ideal,F,SI1,61.9,56.0,5197,6.36,6.41,3.95 +2039,0.7,Ideal,E,VS1,62.2,58.0,3107,5.62,5.69,3.52 +38349,0.5,Premium,G,I1,62.2,59.0,1020,5.07,5.03,3.14 +11084,1.0,Fair,F,SI1,62.6,59.0,4925,6.25,6.3,3.93 +6221,1.01,Very Good,F,SI2,60.7,57.0,4004,6.42,6.46,3.91 +48386,0.5,Ideal,G,VVS1,62.2,56.0,1966,5.1,5.12,3.18 +258,0.76,Premium,I,VVS1,58.8,59.0,2790,6.0,5.94,3.51 +2894,0.92,Fair,F,SI2,65.3,58.0,3282,6.08,6.04,3.96 +5841,0.9,Good,H,VS2,64.0,58.0,3919,6.11,6.07,3.9 +22448,1.01,Very Good,F,IF,61.9,59.0,10476,6.38,6.45,3.97 +8669,1.02,Premium,F,SI1,62.6,58.0,4455,6.42,6.36,4.0 +6532,0.92,Ideal,G,SI2,62.4,56.0,4068,6.21,6.23,3.88 +6245,1.03,Ideal,J,SI2,62.1,54.0,4008,6.47,6.51,4.03 +26815,2.02,Ideal,I,SI1,62.2,57.0,16704,8.1,8.04,5.02 +40015,0.37,Very Good,D,VVS1,62.3,54.0,1108,4.57,4.65,2.87 +14420,1.2,Premium,H,SI1,59.3,60.0,5822,7.0,6.92,4.13 +25619,1.5,Premium,F,VS2,60.3,58.0,14486,7.47,7.39,4.48 +19939,1.2,Ideal,F,VS2,62.6,56.0,8486,6.78,6.73,4.23 +6761,1.2,Ideal,J,VS2,62.2,54.0,4106,6.84,6.8,4.24 +7916,1.15,Ideal,H,SI2,60.5,56.0,4315,6.83,6.8,4.13 +20564,1.28,Premium,G,VS2,61.6,58.0,8874,7.02,6.98,4.31 +19438,1.04,Very Good,F,VS1,61.6,60.0,8090,6.49,6.54,4.01 +16782,1.07,Ideal,I,VVS1,62.3,57.0,6685,6.56,6.6,4.1 +46535,0.51,Premium,E,VS2,60.5,56.0,1781,5.24,5.18,3.15 +16707,0.32,Very Good,F,SI2,62.6,56.0,421,4.37,4.41,2.75 +47445,0.55,Ideal,E,VS1,61.5,57.0,1857,5.27,5.23,3.23 +42893,0.51,Ideal,D,SI2,61.9,56.0,1359,5.15,5.1,3.17 +38091,0.36,Ideal,E,VS2,60.8,56.0,1013,4.64,4.6,2.81 +52675,0.72,Premium,G,VS2,61.4,57.0,2550,5.83,5.77,3.56 +10852,1.07,Very Good,I,VS2,62.5,56.0,4873,6.5,6.53,4.07 +6097,0.96,Good,H,SI2,61.6,59.0,3975,6.24,6.29,3.86 +22168,1.56,Ideal,F,SI2,61.6,56.0,10210,7.41,7.45,4.58 +14534,1.24,Ideal,I,SI2,61.8,58.0,5866,6.85,6.9,4.25 +53464,0.72,Premium,G,VVS2,60.7,60.0,2679,5.8,5.87,3.54 +23460,1.2,Ideal,F,VVS1,62.0,56.0,11455,6.76,6.82,4.21 +51130,0.71,Ideal,E,SI2,58.7,57.0,2340,5.89,5.86,3.44 +7941,1.02,Premium,F,SI2,60.3,59.0,4318,6.53,6.5,3.93 +28656,0.35,Very Good,G,VS1,61.5,60.0,676,4.51,4.57,2.79 +37753,0.38,Premium,F,VS1,60.9,58.0,998,4.71,4.68,2.86 +11188,1.0,Ideal,G,SI1,62.0,57.0,4956,6.39,6.32,3.94 +7828,0.9,Very Good,G,VS1,62.4,58.0,4297,6.14,6.16,3.84 +18014,1.01,Premium,E,VS2,59.2,59.0,7287,6.67,6.6,3.93 +20779,1.01,Premium,F,VVS2,62.1,52.0,9013,6.5,6.45,4.02 +43193,0.58,Very Good,G,SI1,63.5,56.0,1393,5.34,5.28,3.37 +51976,0.26,Very Good,F,VVS1,59.0,61.0,547,4.17,4.2,2.47 +15568,1.11,Ideal,D,SI2,61.3,56.0,6241,6.74,6.68,4.12 +34770,0.41,Premium,E,SI2,62.1,58.0,876,4.77,4.73,2.95 +27080,1.71,Very Good,G,VS1,61.3,54.0,17206,7.69,7.74,4.73 +13406,0.35,Very Good,H,VS1,60.0,57.0,603,4.57,4.6,2.75 +39832,0.5,Premium,E,SI2,61.0,62.0,1097,5.13,5.09,3.12 +29665,0.35,Ideal,F,VS2,62.4,57.0,706,4.5,4.51,2.81 +6619,0.9,Premium,H,VS2,60.7,58.0,4082,6.21,6.17,3.76 +38314,0.44,Premium,F,VS2,61.1,62.0,1018,4.98,4.92,3.03 +39378,0.52,Ideal,H,SI1,62.3,54.0,1074,5.15,5.18,3.22 +45127,0.51,Ideal,G,VS1,62.3,53.5,1652,5.09,5.14,3.19 +8205,0.9,Very Good,G,VS2,62.5,58.0,4369,6.1,6.15,3.83 +24499,1.19,Ideal,F,VVS1,61.9,57.0,12776,6.84,6.79,4.22 +53201,0.71,Ideal,D,SI2,60.0,57.0,2633,5.83,5.81,3.49 +13975,1.27,Premium,I,SI1,62.3,56.0,5690,6.93,6.85,4.29 +25496,1.57,Ideal,G,VS2,61.7,56.0,14283,7.42,7.49,4.6 +48812,0.76,Ideal,J,VS2,61.7,56.0,2026,5.85,5.88,3.62 +10702,1.2,Good,G,SI2,63.1,57.0,4847,6.73,6.77,4.26 +6078,0.62,Ideal,D,VVS1,62.2,54.0,3968,5.45,5.48,3.4 +24858,2.18,Premium,I,SI1,63.0,58.0,13263,8.23,8.17,5.22 +49890,0.57,Ideal,E,VS1,62.0,55.0,2177,5.31,5.34,3.3 +51271,0.73,Very Good,E,SI2,59.6,57.0,2359,5.87,5.91,3.51 +16997,1.01,Very Good,E,VS2,63.2,57.0,6787,6.38,6.35,4.02 +31221,0.32,Ideal,D,SI1,61.3,57.0,756,4.41,4.37,2.69 +2452,0.85,Ideal,E,SI2,62.8,57.0,3189,6.06,6.01,3.79 +18350,1.19,Ideal,H,VS1,62.5,54.0,7466,6.78,6.82,4.25 +12230,1.0,Very Good,F,SI1,61.6,61.0,5197,6.3,6.37,3.9 +33631,0.37,Premium,G,VS2,62.8,60.0,833,4.59,4.55,2.87 +44275,0.52,Premium,E,VS2,61.6,59.0,1576,5.14,5.16,3.17 +1425,0.81,Very Good,E,SI1,63.8,58.0,2972,5.85,5.97,3.77 +49625,0.3,Good,H,SI1,63.9,55.0,540,4.27,4.24,2.72 +36548,0.4,Premium,F,SI1,62.5,59.0,945,4.71,4.67,2.93 +21107,1.42,Very Good,E,SI1,61.1,62.0,9278,7.17,7.2,4.39 +8448,1.01,Very Good,H,VS1,63.5,56.0,4412,6.32,6.27,4.0 +35815,0.31,Ideal,F,IF,61.3,55.0,914,4.38,4.43,2.7 +5236,1.16,Premium,F,SI2,62.1,59.0,3787,6.74,6.63,4.15 +9303,1.32,Good,J,SI1,63.5,57.0,4573,6.95,6.98,4.42 +35376,0.41,Ideal,G,VS1,62.4,57.0,899,4.7,4.75,2.95 +48590,0.54,Premium,D,VS1,61.1,58.0,1994,5.24,5.3,3.22 +33558,0.41,Premium,J,VS1,61.3,59.0,830,4.78,4.74,2.92 +4697,1.01,Premium,H,SI2,61.6,60.0,3676,6.22,6.18,3.82 +18375,0.31,Very Good,G,VVS2,62.3,59.0,617,4.29,4.32,2.68 +22347,1.56,Ideal,F,SI2,61.6,56.0,10396,7.45,7.41,4.58 +26527,1.62,Ideal,G,VS2,61.3,55.0,16183,7.55,7.6,4.64 +4714,0.31,Ideal,D,SI1,62.4,53.0,571,4.33,4.35,2.71 +14259,1.25,Very Good,H,SI2,62.8,55.0,5775,6.82,6.87,4.3 +53666,1.09,Premium,I,SI2,62.3,62.0,2708,6.63,6.57,4.11 +12631,1.0,Premium,F,SI1,61.6,60.0,5292,6.41,6.31,3.9 +41702,0.51,Good,E,SI1,63.6,59.0,1241,5.13,5.06,3.24 +50602,0.59,Ideal,G,VVS2,62.2,56.0,2283,5.39,5.35,3.34 +10833,0.9,Ideal,G,SI1,61.9,57.0,4871,6.16,6.19,3.82 +26216,1.56,Ideal,G,VVS2,62.5,55.0,15609,7.39,7.45,4.64 +4333,0.9,Premium,E,SI2,62.6,60.0,3599,6.18,6.09,3.84 +242,1.01,Fair,E,I1,64.5,58.0,2788,6.29,6.21,4.03 +38179,0.41,Ideal,D,SI1,61.0,57.0,1015,4.8,4.78,2.92 +4879,0.9,Very Good,E,SI2,61.6,58.0,3715,6.18,6.23,3.82 +5783,0.9,Very Good,E,SI2,61.1,58.0,3902,6.12,6.26,3.78 +39566,0.64,Good,E,SI2,56.6,59.0,1080,5.77,5.74,3.26 +24843,1.53,Good,H,IF,63.1,57.0,13248,7.25,7.34,4.6 +13190,1.18,Ideal,G,SI2,60.5,55.0,5452,6.9,6.85,4.16 +31480,0.34,Premium,H,VS1,60.6,60.0,765,4.49,4.45,2.71 +51323,0.31,Good,E,SI1,63.9,56.0,544,4.27,4.31,2.74 +12999,1.09,Ideal,I,VS1,62.7,54.0,5401,6.6,6.54,4.12 +33778,0.32,Ideal,E,VS1,59.5,57.0,842,4.49,4.45,2.66 +46549,0.51,Ideal,E,VS2,62.4,57.0,1781,5.13,5.1,3.19 +20709,0.31,Premium,H,VVS2,62.6,60.0,625,4.29,4.33,2.7 +39416,0.41,Ideal,F,VS1,60.8,57.0,1076,4.8,4.77,2.91 +22304,1.54,Premium,I,VS1,61.6,58.0,10349,7.42,7.39,4.56 +2028,0.9,Fair,H,SI2,65.6,58.0,3105,6.05,5.95,3.95 +16176,0.9,Very Good,E,VVS2,62.0,55.0,6466,6.08,6.17,3.8 +1991,0.71,Very Good,D,VS2,63.0,58.0,3096,5.65,5.68,3.57 +37741,0.41,Ideal,E,VS1,60.5,58.0,997,4.81,4.85,2.92 +35696,0.3,Ideal,E,VS1,61.7,57.0,911,4.31,4.28,2.65 +31239,0.42,Very Good,D,SI1,63.0,57.0,756,4.77,4.81,3.02 +44152,0.5,Ideal,D,SI1,60.9,57.0,1563,5.11,5.13,3.12 +10777,1.08,Very Good,E,SI2,63.4,56.0,4857,6.55,6.5,4.14 +28261,0.24,Very Good,E,VS1,61.5,57.0,357,3.99,4.07,2.48 +42858,0.54,Premium,G,SI1,60.8,59.0,1356,5.27,5.23,3.19 +16406,1.21,Very Good,G,SI1,61.2,58.0,6549,6.84,6.91,4.21 +49716,0.76,Premium,J,VS1,61.1,58.0,2148,5.85,5.91,3.59 +38841,0.73,Fair,I,I1,70.8,55.0,1049,5.51,5.34,3.84 +30455,0.3,Ideal,F,VS1,62.6,57.0,731,4.34,4.29,2.7 +10407,0.31,Good,G,SI1,63.6,57.0,593,4.33,4.29,2.74 +11213,1.15,Ideal,H,SI2,62.0,56.0,4959,6.75,6.68,4.16 +46988,0.46,Ideal,E,VVS1,62.6,53.0,1816,4.93,4.97,3.1 +43132,0.55,Premium,H,VS2,60.2,59.0,1387,5.36,5.24,3.19 +52164,0.72,Very Good,E,SI1,62.6,59.0,2474,5.66,5.71,3.56 +23357,0.3,Ideal,I,SI1,61.9,57.0,422,4.3,4.32,2.67 +8159,1.13,Premium,F,SI2,62.3,59.0,4360,6.68,6.65,4.15 +26736,2.11,Ideal,I,VS2,60.3,61.0,16512,8.29,8.22,4.98 +21082,1.04,Very Good,D,VVS2,58.3,61.0,9254,6.63,6.69,3.88 +25918,2.08,Ideal,H,SI2,61.5,57.0,15065,8.26,8.2,5.06 +22024,0.34,Ideal,G,VS2,61.0,55.0,628,4.56,4.58,2.79 +32068,0.33,Premium,D,SI1,61.5,60.0,780,4.44,4.41,2.72 +51145,0.71,Very Good,F,SI1,63.1,57.0,2343,5.69,5.66,3.58 +28729,0.31,Ideal,E,VS2,61.7,56.0,680,4.31,4.35,2.67 +33853,0.3,Ideal,E,VS2,61.5,55.0,844,4.4,4.32,2.68 +43309,0.58,Very Good,H,SI1,62.5,58.0,1402,5.29,5.31,3.31 +6952,1.0,Ideal,J,VS1,62.3,56.0,4144,6.43,6.38,3.99 +33776,0.35,Very Good,G,VVS1,61.2,57.0,842,4.55,4.58,2.79 +884,0.9,Fair,I,SI1,65.3,61.0,2873,5.98,5.94,3.89 +35050,0.36,Ideal,G,VVS1,62.1,56.0,884,4.58,4.6,2.85 +13356,0.24,Very Good,E,VS2,63.1,56.0,419,3.95,3.98,2.5 +49287,0.7,Good,E,SI2,59.7,63.0,2092,5.71,5.78,3.43 +18560,1.3,Very Good,F,SI1,61.5,58.0,7567,6.99,7.06,4.32 +38639,0.31,Ideal,H,VS2,61.9,55.0,489,4.35,4.38,2.7 +4589,0.76,Very Good,G,VVS2,62.1,56.0,3655,5.81,5.85,3.63 +13918,1.23,Very Good,H,SI1,63.0,55.0,5665,6.72,6.78,4.27 +8756,0.91,Very Good,D,SI1,60.2,60.0,4466,6.22,6.27,3.76 +14280,1.11,Premium,H,VS2,62.6,58.0,5781,6.63,6.59,4.14 +25295,1.7,Ideal,H,VS1,62.4,55.0,13949,7.69,7.61,4.77 +52550,0.57,Ideal,E,VVS2,61.9,55.0,2534,5.34,5.36,3.31 +50530,0.7,Very Good,I,VS1,62.4,59.0,2274,5.55,5.64,3.49 +39491,0.41,Premium,E,VS1,62.3,59.0,1079,4.74,4.76,2.96 +20905,1.23,Ideal,G,VS1,61.2,56.0,9119,6.92,6.98,4.25 +28145,0.3,Ideal,G,VVS2,62.3,57.0,665,4.29,4.32,2.68 +10413,1.01,Premium,H,VS1,61.9,57.0,4779,6.43,6.39,3.97 +28196,0.38,Premium,G,SI1,60.0,60.0,666,4.65,4.72,2.81 +12446,1.17,Ideal,J,VS1,62.5,57.0,5242,6.68,6.63,4.16 +19118,1.01,Very Good,G,VVS2,63.3,57.0,7885,6.31,6.36,4.01 +26352,0.32,Ideal,F,VS2,61.9,56.0,645,4.37,4.39,2.71 +45880,0.57,Ideal,D,VS2,60.3,57.0,1718,5.42,5.4,3.26 +741,0.33,Premium,F,SI2,62.3,58.0,557,4.43,4.4,2.75 +25237,1.54,Ideal,G,VS1,62.3,57.0,13846,7.35,7.38,4.59 +25353,0.28,Very Good,F,VVS2,59.7,59.0,642,4.26,4.28,2.55 +40024,0.51,Premium,D,SI2,60.2,58.0,1109,5.24,5.2,3.14 +37323,0.5,Good,D,SI2,63.7,60.0,979,5.09,5.02,3.22 +34876,0.3,Very Good,G,VVS2,63.3,57.0,878,4.27,4.23,2.69 +30779,0.3,Premium,D,VVS2,60.7,59.0,741,4.33,4.34,2.63 +28222,0.33,Ideal,F,VS2,60.5,55.0,666,4.47,4.55,2.73 +11049,0.37,Good,I,VS2,64.0,56.0,595,4.58,4.45,2.89 +599,0.7,Premium,F,VS2,61.7,58.0,2838,5.69,5.63,3.49 +27767,0.32,Premium,H,VS2,60.7,60.0,648,4.41,4.39,2.67 +7270,1.0,Ideal,I,SI1,61.4,56.0,4200,6.45,6.39,3.94 +24998,1.5,Premium,E,VS1,60.1,60.0,13513,7.42,7.48,4.48 +47925,0.56,Ideal,G,VS1,60.6,56.0,1915,5.36,5.33,3.24 +6813,1.01,Fair,E,SI2,55.2,65.0,4118,6.78,6.67,3.71 +34775,0.41,Premium,D,SI2,62.0,58.0,876,4.78,4.74,2.95 +28712,0.23,Premium,E,VVS2,61.8,58.0,680,3.94,3.92,2.43 +18284,1.21,Very Good,H,VS2,62.9,55.0,7426,6.75,6.8,4.26 +31011,0.35,Premium,F,SI1,61.7,58.0,748,4.54,4.51,2.79 +22509,1.03,Premium,F,VVS1,59.7,60.0,10546,6.63,6.57,3.94 +47909,0.58,Very Good,F,VS2,60.7,63.0,1914,5.39,5.36,3.26 +16783,1.33,Premium,G,SI2,60.3,58.0,6685,7.19,7.16,4.33 +41879,0.5,Good,D,SI1,63.9,56.0,1257,5.02,4.93,3.18 +7642,0.8,Premium,G,IF,62.6,58.0,4268,5.89,5.93,3.7 +4516,1.0,Premium,D,SI2,62.0,60.0,3634,6.38,6.3,3.93 +14429,1.19,Good,F,SI1,57.6,60.0,5825,6.98,7.02,4.03 +10076,0.29,Very Good,F,VVS2,60.8,63.0,592,4.28,4.31,2.61 +48802,0.61,Very Good,E,VS1,59.6,63.0,2025,5.44,5.57,3.28 +10320,1.03,Ideal,G,SI1,62.4,57.0,4764,6.52,6.47,4.05 +46202,0.51,Premium,H,VVS2,60.8,61.0,1749,5.12,5.08,3.1 +43230,0.4,Ideal,E,VVS1,62.8,57.0,1397,4.71,4.65,2.94 +51462,0.7,Premium,E,SI2,62.1,57.0,2376,5.68,5.6,3.5 +32518,0.4,Very Good,D,SI2,63.1,56.0,798,4.67,4.65,2.94 +33013,0.3,Very Good,F,VVS1,61.1,57.0,814,4.31,4.33,2.64 +3979,0.91,Premium,D,SI2,58.3,60.0,3511,6.4,6.33,3.71 +3247,0.96,Premium,G,SI1,62.0,57.0,3355,6.34,6.31,3.92 +49930,0.7,Premium,F,SI2,62.9,57.0,2184,5.64,5.61,3.53 +27827,0.39,Very Good,I,VS2,62.9,57.0,650,4.64,4.68,2.93 +6286,0.97,Very Good,I,VS2,62.2,55.9,4018,6.34,6.29,3.94 +48273,0.53,Ideal,D,VS2,61.2,57.0,1956,5.26,5.2,3.2 +29959,0.35,Ideal,J,VS2,61.8,55.0,446,4.54,4.56,2.81 +41704,0.53,Good,H,SI1,63.9,55.0,1242,5.19,5.14,3.3 +30710,0.36,Ideal,E,VS2,60.7,56.0,738,4.63,4.65,2.82 +22010,1.6,Very Good,H,SI1,63.1,58.0,10078,7.45,7.39,4.68 +50713,0.77,Very Good,H,SI2,63.3,58.0,2293,5.78,5.76,3.65 +11258,1.11,Ideal,E,SI2,62.2,56.0,4969,6.58,6.66,4.12 +26237,1.71,Premium,G,VS2,59.3,60.0,15671,7.86,7.81,4.65 +4699,1.01,Good,I,SI1,64.1,59.0,3676,6.24,6.21,3.99 +33359,0.41,Ideal,G,VS2,62.7,56.0,827,4.74,4.77,2.98 +52218,0.81,Ideal,H,SI1,62.8,57.0,2482,5.95,5.92,3.73 +28242,0.33,Premium,H,VVS2,61.6,58.0,666,4.42,4.45,2.73 +37444,0.51,Premium,I,SI1,62.7,59.0,984,5.06,5.09,3.18 +37660,0.42,Premium,F,SI1,62.9,57.0,992,4.77,4.73,2.99 +12986,1.0,Premium,E,SI1,60.5,59.0,5396,6.45,6.4,3.89 +34304,0.33,Ideal,G,VVS1,61.9,55.0,858,4.45,4.5,2.77 +49197,0.55,Ideal,G,VVS1,60.0,56.0,2077,5.35,5.39,3.21 +25371,0.28,Ideal,F,VVS2,61.4,57.0,642,4.2,4.24,2.59 +4414,0.92,Ideal,I,SI1,62.1,55.0,3610,6.24,6.29,3.89 +43771,0.54,Premium,G,SI1,61.6,58.0,1439,5.26,5.21,3.23 +11367,1.0,Very Good,G,SI1,59.6,60.0,4997,6.43,6.49,3.85 +39992,0.41,Ideal,F,VS2,61.1,56.0,1107,4.83,4.8,2.94 +41384,0.42,Premium,F,VVS2,59.6,59.0,1221,4.86,4.83,2.89 +50067,0.54,Ideal,F,VS1,61.5,55.0,2202,5.26,5.27,3.24 +53191,0.71,Premium,F,SI1,62.7,57.0,2633,5.68,5.65,3.55 +18794,1.1,Ideal,G,VS1,61.3,57.0,7688,6.66,6.59,4.06 +51279,0.58,Ideal,E,VS1,60.8,57.0,2359,5.42,5.41,3.29 +46428,0.56,Very Good,E,VS2,61.1,57.0,1770,5.33,5.38,3.27 +35106,0.3,Ideal,F,IF,61.9,57.0,886,4.29,4.33,2.67 +52298,0.25,Very Good,E,VVS1,62.6,57.0,548,3.98,4.01,2.5 +22279,1.5,Premium,I,IF,62.9,58.0,10332,7.31,7.21,4.57 +50698,0.53,Ideal,F,VVS2,62.1,56.0,2290,5.22,5.15,3.22 +50119,0.5,Ideal,F,VVS2,60.5,56.0,2210,5.15,5.09,3.1 +11225,1.11,Good,I,VS2,63.6,58.0,4963,6.52,6.57,4.16 +4335,1.05,Premium,G,SI2,60.7,61.0,3599,6.56,6.52,3.97 +39960,0.33,Premium,D,SI2,61.6,59.0,492,4.41,4.42,2.72 +51146,0.7,Ideal,I,SI1,61.2,55.0,2343,5.71,5.76,3.51 +22884,1.37,Ideal,G,VS1,62.2,55.0,10927,7.09,7.12,4.42 +25054,2.3,Premium,J,SI2,59.7,58.0,13560,8.63,8.68,5.17 +1823,0.82,Fair,H,SI1,64.9,58.0,3057,5.82,5.77,3.76 +16763,1.13,Ideal,E,SI1,61.7,57.0,6674,6.65,6.81,4.15 +38967,0.27,Ideal,G,VS2,61.6,54.0,490,4.17,4.2,2.58 +30093,0.32,Premium,H,VS1,61.7,58.0,720,4.41,4.37,2.71 +28310,0.32,Good,I,SI1,63.9,55.0,432,4.34,4.36,2.78 +26977,2.01,Premium,G,VS2,60.6,59.0,17057,8.16,8.12,4.93 +2982,0.96,Fair,G,SI1,69.7,59.0,3299,6.09,5.9,4.18 +52925,0.71,Ideal,H,VS1,60.9,58.0,2590,5.74,5.79,3.51 +27722,1.94,Premium,F,SI1,62.6,58.0,18735,7.91,7.87,4.94 +36294,0.32,Ideal,D,SI2,61.1,56.0,477,4.39,4.41,2.69 +28492,0.29,Ideal,G,VVS1,62.4,56.0,673,4.22,4.24,2.64 +32029,0.35,Ideal,I,IF,62.7,55.0,778,4.51,4.55,2.84 +45083,0.5,Good,G,VS1,59.8,63.0,1645,5.12,5.15,3.07 +35468,0.31,Ideal,F,IF,62.0,55.0,901,4.37,4.41,2.72 +27496,1.55,Ideal,E,VVS2,62.5,55.0,18188,7.38,7.4,4.62 +27255,1.5,Premium,E,VVS2,58.7,61.0,17667,7.49,7.36,4.36 +43130,0.51,Very Good,D,SI1,62.3,63.0,1387,5.08,5.03,3.15 +42081,0.53,Ideal,G,SI1,63.0,54.0,1273,5.18,5.14,3.25 +32950,0.25,Ideal,F,VS2,62.2,54.0,460,4.03,4.07,2.52 +14984,1.01,Very Good,F,VS2,58.5,60.0,6037,6.52,6.54,3.82 +30005,0.43,Ideal,H,SI1,61.6,55.0,716,4.87,4.9,3.01 +22978,1.5,Very Good,H,VS2,60.7,61.0,11025,7.34,7.41,4.48 +45517,0.58,Ideal,E,VS2,61.7,57.0,1683,5.35,5.42,3.32 +47034,0.55,Ideal,F,VS2,61.7,56.0,1819,5.3,5.26,3.26 +15868,1.14,Ideal,G,SI2,62.3,56.0,6346,6.66,6.69,4.16 +53335,0.74,Ideal,F,SI2,62.0,56.0,2655,5.78,5.82,3.6 +8046,0.25,Ideal,G,VVS1,61.7,56.0,582,4.05,4.07,2.51 +40170,0.38,Premium,D,VS2,58.8,61.0,1117,4.74,4.71,2.78 +39284,0.3,Ideal,H,VS2,62.2,54.0,491,4.33,4.35,2.7 +50264,0.61,Ideal,H,VVS1,60.3,56.0,2237,5.52,5.55,3.34 +1257,0.73,Premium,D,VS2,60.9,59.0,2947,5.82,5.77,3.53 +12322,1.15,Ideal,G,SI1,61.7,56.0,5224,6.72,6.76,4.16 +48392,0.7,Very Good,G,SI2,58.2,63.0,1966,5.82,5.79,3.38 +36181,0.41,Ideal,I,IF,61.8,55.0,930,4.77,4.81,2.96 +9349,1.09,Very Good,I,SI2,62.5,57.0,4584,6.56,6.58,4.11 +40711,0.38,Good,D,VVS1,61.3,61.0,1159,4.68,4.72,2.88 +35727,0.3,Ideal,D,VS2,62.2,55.0,911,4.33,4.29,2.68 +37066,0.43,Premium,F,VS2,61.3,59.0,968,4.84,4.81,2.96 +47906,0.53,Ideal,G,VVS2,62.6,56.0,1914,5.19,5.16,3.24 +29495,0.32,Ideal,E,VS2,62.6,53.0,702,4.37,4.38,2.74 +16767,1.4,Very Good,I,SI2,62.4,59.0,6677,7.12,7.17,4.46 +17785,1.32,Premium,H,SI1,61.5,61.0,7163,7.05,6.97,4.31 +4626,1.27,Very Good,I,I1,60.2,62.0,3665,7.0,7.05,4.23 +48008,0.52,Ideal,D,VS2,61.9,57.0,1919,5.17,5.14,3.19 +7635,1.0,Good,E,SI2,63.7,61.0,4265,6.27,6.2,3.97 +30061,0.32,Premium,G,VS2,61.9,58.0,720,4.43,4.36,2.72 +5929,0.92,Ideal,E,SI2,62.2,56.0,3941,6.24,6.2,3.87 +2446,0.9,Very Good,E,SI2,63.4,56.0,3187,6.15,5.99,3.85 +29172,0.39,Very Good,G,SI1,62.5,55.0,694,4.68,4.7,2.93 +25660,2.02,Premium,E,SI2,60.4,57.0,14574,8.21,8.18,4.95 +15408,1.02,Ideal,G,VS2,61.9,53.0,6169,6.5,6.48,4.02 +4808,1.0,Fair,G,SI1,66.1,62.0,3700,6.1,6.03,4.01 +265,0.71,Premium,E,SI1,61.8,59.0,2792,5.7,5.75,3.54 +1178,0.7,Premium,E,VS1,60.3,58.0,2930,5.7,5.74,3.45 +42176,0.59,Ideal,E,SI2,62.2,55.0,1286,5.38,5.4,3.35 +52992,0.94,Ideal,F,I1,61.5,55.0,2594,6.37,6.34,3.91 +46999,0.45,Ideal,E,VVS2,61.6,56.0,1817,4.96,4.98,3.06 +34196,0.33,Ideal,F,VS2,61.4,57.0,854,4.48,4.45,2.74 +12728,1.02,Premium,H,VS2,62.5,60.0,5312,6.43,6.38,4.0 +12050,0.4,Ideal,I,SI1,61.6,56.0,596,4.68,4.74,2.9 +25543,1.5,Very Good,D,VS2,63.6,55.0,14368,7.17,7.24,4.58 +6867,0.91,Premium,H,VS2,62.8,58.0,4128,6.17,6.15,3.87 +27998,0.3,Premium,E,VS2,61.7,58.0,658,4.32,4.34,2.67 +28974,0.31,Very Good,H,SI1,62.8,58.0,435,4.28,4.32,2.7 +9145,1.01,Very Good,D,SI2,63.5,61.0,4538,6.37,6.33,4.03 +14968,1.05,Very Good,G,VS2,60.1,55.0,6028,6.65,6.73,4.02 +53542,0.72,Premium,D,SI1,60.4,59.0,2691,5.77,5.72,3.47 +43424,0.7,Premium,I,SI2,62.3,59.0,1415,5.64,5.59,3.5 +23591,1.02,Ideal,E,IF,62.6,57.0,11605,6.47,6.41,4.03 +38876,0.4,Ideal,D,VS2,61.3,57.0,1050,4.77,4.75,2.92 +47240,0.51,Ideal,E,VS1,62.0,57.0,1841,5.11,5.15,3.18 +38392,0.42,Premium,E,VS2,61.9,59.0,1024,4.81,4.75,2.96 +29272,0.31,Premium,E,SI1,63.0,59.0,698,4.31,4.26,2.7 +4789,1.0,Fair,E,SI1,66.5,55.0,3696,6.21,6.19,4.12 +4150,0.91,Premium,F,SI2,58.9,61.0,3546,6.36,6.33,3.74 +21225,1.27,Premium,G,VS1,61.1,60.0,9371,6.99,7.03,4.28 +4499,0.9,Premium,H,SI1,60.0,56.0,3629,6.33,6.27,3.78 +5091,1.02,Premium,F,SI2,62.5,58.0,3754,6.47,6.4,4.02 +9922,1.01,Very Good,D,SI2,60.1,60.0,4690,6.41,6.47,3.87 +32938,0.37,Ideal,E,VS2,61.9,53.0,811,4.62,4.65,2.87 +47150,0.71,Fair,H,VS2,62.1,70.0,1832,5.67,5.6,3.5 +38904,0.33,Ideal,E,VVS1,61.5,56.0,1052,4.49,4.46,2.75 +13267,1.02,Premium,F,SI1,62.9,55.0,5484,6.47,6.41,4.05 +35639,0.3,Ideal,H,SI1,62.6,53.1,475,4.27,4.3,2.69 +37280,0.3,Very Good,G,VS2,62.1,57.0,484,4.27,4.29,2.66 +17139,1.5,Fair,H,SI1,65.0,57.0,6838,7.1,7.06,4.6 +43293,0.58,Very Good,F,SI1,63.1,57.0,1401,5.28,5.31,3.34 +51676,0.72,Premium,H,SI1,62.7,59.0,2398,5.73,5.69,3.58 +16726,0.33,Premium,H,SI1,63.0,58.0,610,4.42,4.4,2.78 +48587,0.54,Ideal,D,VS2,61.8,56.0,1993,5.24,5.21,3.23 +985,0.77,Very Good,G,VS2,61.3,60.0,2896,5.81,5.91,3.59 +13374,0.24,Ideal,F,VS2,62.2,57.0,419,3.96,4.01,2.48 +49102,0.52,Very Good,F,VVS2,58.9,60.0,2064,5.23,5.3,3.1 +21113,1.5,Very Good,E,SI2,60.1,60.0,9281,7.35,7.42,4.44 +27489,1.63,Ideal,F,VS1,61.6,57.0,18179,7.53,7.61,4.66 +22954,1.71,Premium,I,SI1,60.2,58.0,11003,7.75,7.79,4.68 +11739,1.16,Premium,F,SI2,62.1,59.0,5072,6.71,6.76,4.18 +33259,0.3,Good,D,VVS1,63.3,61.0,825,4.21,4.23,2.67 +35821,0.31,Ideal,F,IF,62.1,54.0,914,4.36,4.4,2.72 +53811,0.73,Ideal,I,SI1,61.7,55.0,2733,5.78,5.82,3.58 +31318,0.32,Ideal,D,VS2,62.2,56.0,758,4.36,4.39,2.72 +43713,0.51,Ideal,E,SI1,61.7,55.0,1437,5.18,5.2,3.2 +18005,1.09,Very Good,G,VS1,60.0,57.0,7281,6.68,6.71,4.02 +18391,1.33,Premium,H,SI1,61.5,59.0,7472,7.06,7.03,4.33 +39198,0.43,Ideal,D,SI1,61.5,56.0,1064,4.87,4.82,2.98 +12982,1.11,Premium,H,VS2,60.9,57.0,5395,6.77,6.69,4.1 +953,0.74,Ideal,F,SI1,61.2,56.0,2889,5.83,5.87,3.58 +32970,0.32,Very Good,H,SI1,62.6,55.0,461,4.37,4.38,2.74 +10489,1.01,Ideal,F,SI2,60.0,57.0,4796,6.55,6.51,3.92 +34339,0.3,Ideal,E,VVS1,62.5,57.0,862,4.27,4.3,2.68 +19643,1.24,Ideal,H,VS2,60.8,56.0,8257,6.92,6.96,4.22 +37130,0.39,Ideal,F,VS2,62.3,55.0,971,4.69,4.71,2.93 +39654,0.42,Premium,G,VS2,59.8,58.0,1087,4.9,4.86,2.92 +13019,1.2,Very Good,I,SI1,62.8,57.0,5408,6.7,6.74,4.22 +49028,0.56,Ideal,D,SI1,61.9,57.0,2053,5.27,5.3,3.27 +17431,1.1,Very Good,F,VS2,61.1,57.0,6987,6.65,6.71,4.08 +23201,1.27,Ideal,G,VS1,61.2,57.0,11206,6.97,6.98,4.27 +42337,0.56,Premium,E,SI2,62.6,59.0,1297,5.24,5.2,3.27 +48603,0.72,Ideal,J,VVS2,61.6,56.0,1996,5.76,5.73,3.54 +52385,0.7,Ideal,G,VS2,60.8,57.0,2507,5.67,5.74,3.47 +14300,1.08,Ideal,H,VS1,61.9,57.0,5791,6.58,6.64,4.09 +33014,0.3,Very Good,F,VVS1,62.6,56.0,814,4.27,4.29,2.68 +53142,0.7,Ideal,F,VS2,62.3,55.0,2622,5.71,5.65,3.54 +46704,0.55,Ideal,E,VS2,61.8,57.0,1792,5.34,5.27,3.28 +6304,1.14,Premium,D,I1,61.8,59.0,4022,6.74,6.62,4.13 +11102,0.9,Ideal,G,VS1,61.8,56.0,4931,6.19,6.24,3.84 +30882,0.33,Ideal,E,SI1,62.0,54.0,743,4.43,4.41,2.74 +30254,0.43,Premium,G,SI1,62.6,59.0,724,4.8,4.82,3.01 +21596,1.57,Very Good,D,SI2,62.9,61.0,9698,7.37,7.41,4.65 +46877,0.53,Ideal,E,VS2,61.9,56.0,1813,5.21,5.19,3.22 +32208,0.35,Very Good,H,VS1,60.8,63.0,788,4.57,4.54,2.77 +32689,0.31,Very Good,G,VS1,63.3,56.0,802,4.33,4.29,2.73 +15948,1.18,Ideal,I,VVS1,59.7,54.0,6378,6.92,6.99,4.15 +6907,1.01,Good,G,SI2,63.7,59.0,4135,6.38,6.31,4.04 +7530,1.01,Premium,H,SI2,59.9,59.0,4242,6.55,6.48,3.9 +22195,1.21,Ideal,G,VVS1,60.2,57.0,10232,7.02,6.94,4.2 +39267,0.38,Premium,G,VS1,60.6,58.0,1069,4.67,4.64,2.82 +42284,0.36,Ideal,G,SI2,60.7,58.0,505,4.62,4.64,2.81 +10403,0.31,Premium,D,SI2,61.8,60.0,593,4.37,4.33,2.69 +3843,0.9,Very Good,I,VS2,63.1,57.0,3473,6.12,6.09,3.85 +50001,0.57,Ideal,F,VS1,61.0,56.0,2193,5.36,5.4,3.28 +20810,1.91,Premium,G,SI2,61.9,58.0,9038,7.9,7.84,4.87 +39855,0.33,Ideal,D,VVS1,61.0,55.0,1100,4.47,4.52,2.74 +31641,0.25,Very Good,H,VVS1,60.1,62.0,450,4.08,4.11,2.46 +5855,1.0,Premium,F,SI2,61.5,58.0,3920,6.41,6.38,3.93 +12030,0.73,Ideal,F,VVS1,61.9,56.0,5154,5.75,5.79,3.57 +5708,0.25,Very Good,F,VVS2,59.0,58.0,575,4.1,4.14,2.43 +12801,0.7,Ideal,E,VVS1,61.9,56.0,5338,5.66,5.69,3.51 +31513,0.34,Premium,E,SI1,59.0,60.0,765,4.62,4.56,2.71 +4363,1.1,Premium,I,SI2,59.7,62.0,3604,6.8,6.64,4.01 +27111,2.02,Ideal,G,SI2,61.7,57.0,17265,8.15,8.1,5.01 +25662,1.52,Premium,E,VS2,61.8,59.0,14577,7.38,7.31,4.54 +23225,1.53,Ideal,G,SI1,62.4,57.0,11230,7.33,7.41,4.6 +4393,0.31,Ideal,D,SI1,62.6,56.0,571,4.33,4.36,2.72 +27535,2.14,Premium,E,SI2,61.5,58.0,18291,8.31,8.24,5.09 +43557,0.52,Ideal,E,SI1,63.0,54.0,1429,5.15,5.11,3.23 +38970,0.28,Ideal,G,VS1,62.1,55.0,490,4.22,4.25,2.63 +2580,0.78,Ideal,D,SI1,61.1,57.0,3214,5.95,5.97,3.64 +11730,0.34,Premium,H,VS1,60.8,59.0,596,4.48,4.53,2.74 +35363,0.38,Ideal,H,VS2,62.8,55.0,898,4.66,4.64,2.92 +41781,0.57,Premium,H,SI1,61.6,58.0,1247,5.37,5.34,3.3 +39495,0.41,Ideal,E,VS1,62.0,55.0,1079,4.74,4.77,2.95 +21759,3.11,Fair,J,I1,65.9,57.0,9823,9.15,9.02,5.98 +44934,0.51,Ideal,D,VS2,61.7,56.0,1633,5.12,5.15,3.17 +50357,0.72,Very Good,G,SI2,63.3,58.0,2246,5.72,5.68,3.61 +38893,0.4,Ideal,G,VVS1,61.5,59.0,1051,4.71,4.75,2.91 +15882,1.1,Very Good,D,SI1,60.7,55.0,6352,6.71,6.74,4.08 +2698,0.9,Premium,G,SI2,61.1,58.0,3246,6.22,6.18,3.79 +37909,0.41,Ideal,F,VS1,60.8,56.0,1007,4.76,4.79,2.92 +35860,0.4,Ideal,F,VS1,62.4,53.0,917,4.72,4.76,2.96 +28629,0.26,Ideal,H,VS2,62.1,55.0,434,4.08,4.1,2.54 +51640,0.31,Ideal,G,VS2,61.4,57.0,544,4.35,4.45,2.7 +13060,0.91,Ideal,H,VVS2,61.7,57.0,5411,6.21,6.23,3.84 +16581,1.22,Premium,H,SI1,62.0,58.0,6620,6.81,6.76,4.21 +15717,0.36,Premium,G,SI2,60.8,58.0,608,4.61,4.57,2.79 +36686,0.43,Ideal,G,SI1,61.1,57.0,951,4.88,4.9,2.99 +23669,2.02,Ideal,H,SI2,60.8,56.0,11715,8.21,8.14,4.97 +37692,0.4,Ideal,F,VVS2,60.4,56.0,994,4.79,4.82,2.9 +9870,1.03,Ideal,D,SI2,61.8,56.0,4679,6.46,6.51,4.01 +12783,1.03,Ideal,E,SI1,62.2,57.0,5330,6.48,6.42,4.01 +49382,0.55,Very Good,F,VVS2,63.1,56.0,2102,5.19,5.23,3.29 +25579,2.22,Ideal,I,SI2,62.7,61.0,14416,8.31,8.23,5.19 +12697,0.36,Ideal,H,VS2,62.0,55.0,599,4.58,4.63,2.86 +28622,0.24,Very Good,G,VVS1,62.3,59.0,432,3.92,3.95,2.45 +15261,1.01,Very Good,E,VS2,62.7,60.0,6128,6.31,6.38,3.98 +18041,0.35,Very Good,E,SI1,62.9,58.0,614,4.48,4.52,2.83 +10350,0.9,Good,E,VS2,63.7,54.0,4770,6.13,6.15,3.91 +21461,1.63,Very Good,G,SI2,62.5,57.0,9556,7.54,7.57,4.72 +39608,0.26,Premium,G,VS1,61.3,60.0,491,4.12,4.07,2.51 +30408,0.34,Ideal,D,VS2,60.8,57.0,730,4.52,4.56,2.76 +37696,0.41,Ideal,J,VVS1,61.2,57.0,994,4.82,4.79,2.94 +5805,0.71,Ideal,G,VVS2,61.5,57.0,3909,5.74,5.78,3.54 +23822,2.08,Ideal,I,SI2,62.0,56.0,11886,8.21,8.1,5.06 +7294,0.9,Very Good,E,SI1,62.1,59.0,4201,6.13,6.17,3.82 +30956,0.32,Premium,E,SI2,61.2,58.0,449,4.39,4.44,2.7 +50101,0.71,Very Good,H,SI1,63.1,57.0,2207,5.65,5.61,3.55 +7318,1.02,Good,H,SI2,63.1,59.0,4207,6.37,6.43,4.04 +30965,0.37,Ideal,F,SI1,61.6,56.0,746,4.61,4.65,2.85 +12623,1.0,Premium,F,SI1,60.5,56.0,5292,6.48,6.45,3.91 +18262,1.21,Very Good,G,VS2,63.1,58.0,7416,6.77,6.71,4.25 +42957,0.3,Very Good,J,VS1,63.4,55.0,506,4.3,4.25,2.71 +47719,0.52,Ideal,E,VS1,61.3,56.0,1886,5.18,5.22,3.19 +36348,0.31,Very Good,E,IF,63.0,55.0,938,4.33,4.37,2.74 +29761,0.35,Premium,I,VS1,61.8,58.0,709,4.53,4.5,2.79 +17157,1.24,Premium,H,VS2,61.2,59.0,6850,6.89,6.93,4.23 +4261,1.0,Good,J,VS2,64.3,59.0,3580,6.27,6.21,4.01 +25641,1.5,Very Good,E,VS2,63.2,57.0,14527,7.29,7.26,4.6 +42934,0.32,Very Good,H,VS2,62.4,58.0,505,4.33,4.36,2.71 +25789,1.51,Premium,D,VS2,60.2,59.0,14773,7.43,7.33,4.44 +12886,1.02,Premium,F,SI1,61.4,58.0,5369,6.48,6.41,3.96 +23174,1.5,Premium,G,VS2,59.9,58.0,11189,7.38,7.34,4.41 +18695,0.29,Ideal,E,VS1,60.6,55.0,619,4.33,4.35,2.63 +1726,0.32,Premium,G,VS2,61.9,58.0,561,4.36,4.43,2.72 +29407,0.33,Ideal,G,VS1,61.9,55.0,699,4.44,4.49,2.77 +48843,0.55,Ideal,E,VS2,62.5,56.0,2030,5.26,5.23,3.28 +10686,0.82,Very Good,G,IF,61.9,57.0,4844,5.96,6.0,3.7 +22370,0.31,Premium,H,VS2,62.2,58.0,628,4.34,4.31,2.69 +18926,1.5,Very Good,H,SI2,61.3,59.0,7774,7.38,7.41,4.53 +47667,0.34,Ideal,G,SI1,61.8,54.4,531,4.49,4.52,2.79 +45727,0.63,Ideal,F,SI1,62.6,56.0,1698,5.53,5.49,3.45 +11689,1.07,Ideal,H,VS1,60.2,57.0,5063,6.61,6.55,3.96 +52105,0.8,Very Good,F,SI2,61.0,60.0,2460,5.95,5.98,3.64 +4553,0.9,Very Good,D,SI2,58.8,59.0,3643,6.24,6.28,3.68 +36947,0.32,Ideal,H,SI1,61.8,55.0,479,4.39,4.41,2.72 +5729,0.25,Very Good,E,VVS1,59.7,58.0,575,4.13,4.14,2.47 +35469,0.31,Ideal,F,IF,61.7,56.0,901,4.38,4.41,2.71 +18690,1.5,Premium,F,SI2,58.5,60.0,7644,7.52,7.48,4.39 +51721,0.7,Good,F,VS1,64.0,56.0,2401,5.6,5.65,3.6 +7549,1.03,Premium,I,SI1,62.0,58.0,4248,6.43,6.47,4.0 +6378,0.25,Premium,E,VVS1,60.7,60.0,576,4.09,4.11,2.49 +29439,0.42,Premium,D,SI2,60.1,58.0,700,4.83,4.88,2.92 +20803,1.62,Very Good,D,SI2,61.2,61.0,9034,7.53,7.6,4.63 +42357,0.51,Ideal,I,VS1,61.8,56.0,1301,5.1,5.13,3.16 +640,0.8,Ideal,I,VS1,62.6,54.0,2842,5.92,5.96,3.72 +31363,0.42,Very Good,H,SI1,58.6,61.0,761,4.92,4.95,2.89 +10058,0.31,Ideal,F,VS2,61.8,53.0,591,4.36,4.38,2.7 +50847,0.83,Good,J,SI1,63.8,58.0,2311,5.97,5.95,3.8 +41785,0.54,Very Good,H,SI1,61.0,57.0,1248,5.22,5.27,3.2 +44364,0.55,Premium,D,SI1,62.7,59.0,1580,5.22,5.25,3.28 +41567,0.5,Premium,E,SI1,61.4,62.0,1238,5.1,5.07,3.12 +2280,0.82,Premium,D,SI2,61.7,56.0,3159,6.01,5.99,3.7 +39254,0.4,Fair,E,VVS2,57.3,60.0,1069,4.84,4.89,2.79 +11074,1.13,Very Good,E,SI1,62.7,57.0,4922,6.62,6.65,4.16 +44488,0.58,Ideal,D,SI1,62.0,54.0,1597,5.36,5.39,3.33 +4398,0.31,Ideal,D,SI1,61.8,56.0,571,4.34,4.37,2.69 +492,0.7,Premium,E,VS2,60.2,60.0,2822,5.73,5.7,3.44 +39643,0.4,Ideal,F,VVS2,62.0,56.0,1085,4.76,4.73,2.94 +22812,1.23,Very Good,F,VVS2,62.4,58.0,10835,6.74,6.89,4.26 +25686,0.37,Ideal,D,SI1,61.9,54.0,643,4.62,4.65,2.87 +48407,0.61,Very Good,H,VVS2,60.5,57.0,1970,5.52,5.54,3.35 +22322,1.51,Very Good,D,SI2,63.3,58.0,10362,7.25,7.28,4.6 +15847,1.0,Very Good,F,VS2,62.2,55.0,6340,6.39,6.44,3.99 +31070,0.33,Premium,G,VVS2,62.0,59.0,752,4.41,4.46,2.75 +22754,1.34,Very Good,F,VS1,59.7,60.0,10771,7.17,7.2,4.29 +11505,1.0,Very Good,I,VS2,61.9,59.0,5020,6.35,6.38,3.94 +4179,0.83,Premium,D,SI1,62.5,54.0,3556,6.08,6.02,3.78 +48280,0.53,Ideal,D,VS2,61.5,56.0,1956,5.23,5.17,3.2 +50124,0.5,Ideal,D,VVS2,60.4,54.0,2211,5.23,5.17,3.14 +4032,0.71,Ideal,E,SI1,60.5,56.0,3527,5.81,5.84,3.53 +19165,1.84,Premium,H,SI2,61.0,58.0,7922,7.97,7.87,4.81 +17055,0.4,Ideal,J,SI1,61.6,56.0,612,4.72,4.77,2.93 +44537,0.7,Very Good,I,SI2,60.9,59.0,1603,5.7,5.76,3.49 +12038,0.4,Very Good,I,SI1,59.8,57.0,596,4.8,4.83,2.88 +51345,0.71,Premium,H,VS2,60.9,58.0,2363,5.72,5.77,3.5 +19431,1.0,Good,F,VVS2,60.7,62.0,8079,6.36,6.4,3.87 +24909,1.06,Ideal,E,IF,62.0,57.0,13344,6.49,6.54,4.04 +19817,1.23,Premium,G,VS1,61.8,58.0,8381,6.88,6.84,4.24 +16391,1.27,Ideal,E,VS2,61.8,55.0,6543,7.03,6.92,4.31 +15676,1.01,Very Good,F,VS2,59.4,61.0,6288,6.48,6.51,3.86 +50866,0.71,Ideal,I,SI1,61.9,55.0,2313,5.7,5.74,3.54 +25591,2.0,Fair,H,SI1,65.1,56.0,14430,7.86,7.77,5.09 +44915,0.53,Premium,D,SI1,61.0,58.0,1631,5.18,5.22,3.17 +47255,0.51,Ideal,G,VVS2,62.9,57.0,1842,5.12,5.06,3.2 +52523,0.58,Ideal,G,IF,61.3,56.0,2528,5.36,5.39,3.29 +38818,0.39,Ideal,I,VS1,62.5,54.0,1047,4.7,4.67,2.92 +9232,1.1,Premium,H,SI2,60.9,57.0,4558,6.67,6.62,4.05 +22315,1.59,Very Good,H,SI1,62.2,58.0,10356,7.45,7.48,4.64 +33152,0.31,Premium,E,VVS2,60.4,59.0,816,4.34,4.37,2.63 +8026,1.01,Very Good,F,SI2,62.2,58.0,4332,6.33,6.38,3.95 +10546,0.97,Premium,F,SI1,59.9,59.0,4810,6.36,6.39,3.82 +1937,0.75,Good,E,VS2,62.6,58.0,3084,5.73,5.78,3.6 +10723,0.31,Good,D,SI2,63.6,54.0,593,4.34,4.31,2.75 +18558,1.01,Very Good,G,VVS2,63.1,56.0,7565,6.4,6.34,4.02 +33082,0.3,Premium,E,VS1,61.4,59.0,814,4.32,4.28,2.64 +47284,0.3,Very Good,I,SI1,61.6,59.0,394,4.29,4.34,2.66 +35172,0.31,Ideal,G,IF,61.0,56.0,891,4.38,4.41,2.68 +7281,1.0,Premium,F,SI2,62.5,59.0,4200,6.4,6.28,3.96 +21109,1.52,Ideal,I,VS2,61.3,56.0,9278,7.44,7.41,4.55 +4658,0.9,Premium,G,SI1,61.9,59.0,3669,6.18,6.13,3.81 +29560,0.33,Premium,F,SI1,60.9,59.0,705,4.45,4.42,2.7 +18206,1.19,Premium,G,VS2,61.9,58.0,7389,6.86,6.74,4.21 +30463,0.31,Ideal,D,SI1,62.7,56.0,732,4.36,4.32,2.72 +40543,0.35,Premium,E,IF,59.0,61.0,1148,4.64,4.62,2.73 +46938,0.52,Premium,E,VS2,60.3,60.0,1815,5.21,5.17,3.13 +36272,0.3,Ideal,G,SI1,62.3,56.0,477,4.29,4.31,2.68 +7755,0.98,Fair,G,SI1,64.4,56.0,4281,6.33,6.24,4.03 +52178,0.7,Ideal,E,SI2,62.1,56.0,2475,5.68,5.65,3.52 +31246,0.34,Premium,E,VS1,58.0,60.0,757,4.63,4.61,2.68 +12938,1.09,Premium,F,SI1,60.9,59.0,5384,6.64,6.59,4.03 +5130,0.91,Good,D,SI2,64.7,57.0,3763,6.02,6.04,3.9 +43472,0.59,Ideal,D,SI2,62.4,58.0,1419,5.35,5.39,3.35 +46145,0.5,Ideal,G,VS1,62.0,55.0,1746,5.11,5.05,3.15 +5682,1.01,Good,F,SI2,62.7,61.0,3886,6.28,6.38,3.97 +13893,1.2,Ideal,I,SI1,61.5,60.0,5655,6.85,6.8,4.2 +2547,0.7,Good,F,VVS1,59.9,62.0,3206,5.69,5.74,3.42 +37758,0.38,Premium,D,VS2,60.9,58.0,998,4.67,4.63,2.83 +52813,0.71,Premium,H,VS1,62.4,58.0,2572,5.73,5.68,3.56 +29492,0.32,Ideal,F,VS1,61.9,56.0,702,4.35,4.4,2.71 +9204,0.91,Fair,E,VS2,61.8,66.0,4550,6.11,6.09,3.77 +36593,0.45,Very Good,I,VVS1,63.0,56.0,947,4.88,4.9,3.08 +22406,1.52,Good,H,VS2,63.3,57.0,10428,7.32,7.33,4.64 +44788,0.5,Premium,E,VS2,61.3,60.0,1624,5.07,5.11,3.12 +22152,1.51,Ideal,H,VS1,61.2,58.0,10186,7.36,7.42,4.52 +11257,1.22,Very Good,J,SI1,58.8,61.0,4969,6.94,7.0,4.1 +20867,1.31,Ideal,G,VS2,61.9,56.0,9085,7.08,7.05,4.37 +34432,0.3,Ideal,G,IF,62.5,54.0,863,4.31,4.33,2.7 +49230,0.7,Good,H,VS2,63.8,60.0,2083,5.59,5.51,3.54 +35193,0.31,Ideal,G,IF,62.1,54.0,891,4.35,4.38,2.71 +16112,1.21,Premium,E,SI1,62.9,58.0,6440,6.79,6.78,4.27 +44940,0.56,Ideal,G,SI1,61.2,54.0,1633,5.36,5.32,3.27 +38280,0.21,Premium,D,VS2,58.3,59.0,386,3.96,3.93,2.3 +47209,0.5,Very Good,G,VVS2,60.7,57.0,1838,5.1,5.14,3.11 +41707,0.53,Premium,F,SI2,60.5,60.0,1242,5.23,5.19,3.15 +47411,0.57,Ideal,E,VS2,61.8,55.0,1851,5.34,5.38,3.31 +5090,1.02,Fair,F,SI2,65.5,59.0,3754,6.27,6.24,4.1 +33731,0.35,Ideal,H,VVS1,60.5,57.0,839,4.58,4.59,2.77 +11095,1.0,Fair,G,VVS2,65.5,54.0,4928,6.3,6.22,4.1 +31752,0.4,Premium,D,SI1,61.3,60.0,772,4.71,4.75,2.9 +12882,1.07,Very Good,H,SI1,60.4,58.0,5367,6.67,6.73,4.05 +35701,0.3,Premium,D,VS2,62.5,59.0,911,4.28,4.23,2.66 +27666,2.05,Ideal,H,VS2,61.6,57.0,18659,8.2,8.14,5.03 +21672,1.46,Very Good,F,SI1,62.8,59.0,9770,7.13,7.18,4.49 +483,0.73,Good,E,SI1,63.6,57.0,2821,5.72,5.7,3.63 +4364,0.9,Good,F,SI1,63.9,58.0,3604,6.12,6.08,3.9 +20439,1.64,Very Good,G,SI2,60.9,57.0,8794,7.57,7.61,4.62 +52324,0.7,Premium,G,VS1,59.3,62.0,2496,5.8,5.74,3.42 +21706,0.31,Ideal,G,VS1,60.6,56.0,627,4.38,4.4,2.66 +18298,1.12,Premium,F,VS2,62.8,56.0,7437,6.67,6.61,4.17 +26940,2.12,Premium,H,SI2,59.1,59.0,16992,8.47,8.43,4.99 +15106,1.22,Very Good,H,SI1,61.2,60.0,6071,6.83,6.9,4.2 +7064,0.33,Ideal,I,VVS2,62.7,54.0,579,4.42,4.45,2.78 +3184,0.74,Ideal,F,VS1,62.0,54.8,3340,5.81,5.83,3.61 +19093,1.08,Very Good,G,VVS2,63.1,56.0,7862,6.58,6.51,4.13 +30735,0.41,Good,G,SI1,64.2,57.0,739,4.67,4.71,3.01 +13532,1.35,Premium,J,SI1,60.9,59.0,5546,7.07,7.12,4.32 +47733,0.7,Very Good,I,SI1,63.8,59.0,1890,5.56,5.6,3.56 +33798,0.32,Ideal,G,VVS1,61.4,55.0,842,4.42,4.44,2.72 +2174,0.73,Ideal,F,VS1,62.9,56.0,3135,5.71,5.77,3.61 +40017,0.42,Ideal,H,VVS1,62.8,57.0,1108,4.79,4.79,3.01 +4884,0.97,Good,J,VS2,60.0,56.0,3717,6.4,6.46,3.86 +2264,0.7,Very Good,E,VVS2,59.2,61.0,3154,5.79,5.84,3.44 +33251,0.45,Ideal,I,VS1,61.9,54.0,825,4.95,4.97,3.07 +14094,1.32,Very Good,H,SI1,63.5,57.0,5717,6.88,6.92,4.38 +34822,0.3,Very Good,H,VVS1,63.3,55.0,878,4.34,4.29,2.73 +10864,1.01,Premium,G,SI1,59.9,56.0,4875,6.6,6.45,3.91 +41875,0.5,Very Good,D,SI1,63.5,57.0,1257,5.09,5.05,3.22 +49408,0.7,Very Good,H,SI1,63.5,57.0,2106,5.59,5.66,3.59 +36263,0.44,Ideal,E,VS2,61.6,54.0,936,4.9,4.97,3.04 +30711,0.33,Ideal,E,VS2,61.3,55.0,738,4.46,4.5,2.75 +15484,1.54,Premium,J,VS2,59.3,59.0,6202,7.54,7.5,4.46 +33831,0.4,Ideal,F,VS2,62.6,54.0,843,4.73,4.78,2.98 +10426,1.09,Good,H,SI1,63.2,57.0,4784,6.54,6.57,4.14 +27872,0.42,Good,D,SI2,63.2,57.0,653,4.75,4.77,3.01 +24161,2.01,Premium,I,SI2,62.0,56.0,12338,8.01,7.87,4.92 +20460,1.71,Fair,I,SI2,65.1,60.0,8800,7.5,7.46,4.87 +51998,0.71,Premium,G,VS2,63.0,54.0,2443,5.69,5.64,3.57 +12121,0.91,Premium,D,VS2,62.0,58.0,5167,6.2,6.15,3.83 +22517,1.51,Fair,G,VS2,58.1,67.0,10553,7.59,7.49,4.38 +36288,0.32,Premium,G,SI1,62.6,58.0,477,4.35,4.37,2.73 +40376,0.54,Good,H,SI1,59.4,65.0,1131,5.31,5.22,3.13 +1609,1.0,Fair,E,SI2,55.4,62.0,3011,6.63,6.59,3.66 +15697,0.29,Ideal,G,VVS1,62.8,54.0,607,4.21,4.24,2.65 +3737,0.3,Ideal,F,VS2,61.1,55.0,569,4.37,4.32,2.66 +23786,1.14,Ideal,F,VVS1,62.2,56.0,11844,6.69,6.67,4.16 +23821,1.17,Ideal,F,VVS1,62.1,57.0,11886,6.82,6.73,4.21 +29349,0.31,Ideal,G,VS2,61.4,56.0,698,4.36,4.34,2.67 +45614,0.69,Fair,G,SI2,65.4,63.0,1691,5.49,5.43,3.57 +42473,0.5,Very Good,I,VS1,61.5,55.0,1317,5.12,5.16,3.16 +18301,1.47,Very Good,H,SI2,59.3,59.0,7438,7.34,7.39,4.37 +4064,0.31,Good,D,SI1,63.5,57.0,571,4.28,4.32,2.73 +31838,0.34,Ideal,G,VVS2,62.6,54.0,775,4.44,4.47,2.79 +41759,0.43,Ideal,H,IF,62.2,55.0,1245,4.84,4.87,3.02 +49689,0.7,Very Good,H,VS1,62.2,57.0,2145,5.67,5.72,3.54 +517,0.71,Premium,D,VS2,61.2,59.0,2824,5.74,5.69,3.5 +3672,0.78,Premium,E,VS1,62.5,57.0,3444,5.94,5.9,3.7 +15493,1.0,Very Good,E,SI1,61.4,60.0,6207,6.4,6.44,3.94 +28596,0.3,Premium,G,VS2,62.2,60.0,675,4.25,4.24,2.64 +36675,0.3,Premium,D,VVS2,60.7,59.0,950,4.34,4.33,2.63 +5875,1.04,Very Good,J,SI2,63.2,58.6,3924,6.35,6.39,4.03 +26813,2.09,Ideal,H,SI2,60.6,57.0,16703,8.3,8.2,5.0 +49195,0.7,Very Good,H,SI2,60.0,60.0,2077,5.76,5.8,3.47 +12746,1.33,Premium,G,SI2,59.2,62.0,5318,7.22,7.16,4.26 +27268,2.12,Very Good,F,SI2,60.6,58.0,17694,8.27,8.32,5.03 +47669,0.31,Good,G,VS2,64.4,54.0,531,4.24,4.29,2.75 +34735,0.37,Ideal,E,VS1,61.2,56.0,876,4.64,4.67,2.85 +40546,0.45,Good,D,VS2,63.7,61.0,1149,4.81,4.73,3.04 +6374,0.32,Premium,E,SI2,61.7,60.0,576,4.41,4.38,2.71 +46253,0.57,Ideal,D,SI1,61.0,57.0,1754,5.31,5.34,3.25 +49406,0.5,Very Good,E,VVS2,59.1,61.0,2106,5.19,5.23,3.08 +20566,1.21,Premium,F,VS2,61.5,57.0,8877,6.81,6.74,4.17 +17257,1.04,Premium,F,VS2,61.7,59.0,6906,6.49,6.45,3.99 +52860,0.76,Ideal,H,SI1,62.0,56.0,2578,5.89,5.85,3.64 +10700,1.01,Very Good,F,SI1,63.5,59.0,4846,6.39,6.3,4.03 +46071,0.46,Premium,F,VVS1,61.4,57.0,1736,4.99,4.95,3.05 +14384,0.3,Very Good,G,VS1,62.8,59.0,605,4.23,4.27,2.67 +5751,1.01,Good,G,SI2,64.5,61.0,3895,6.24,6.31,4.05 +32792,0.33,Premium,E,VS2,61.9,58.0,804,4.47,4.42,2.75 +32898,0.36,Ideal,E,SI1,62.0,57.0,810,4.57,4.53,2.82 +42954,0.3,Premium,J,VS1,62.6,58.0,506,4.31,4.28,2.69 +53046,0.71,Very Good,E,SI1,61.7,61.0,2606,5.74,5.76,3.55 +24518,1.58,Very Good,D,SI1,62.4,60.0,12799,7.41,7.44,4.63 +40216,0.39,Ideal,E,VS1,60.2,56.0,1123,4.79,4.78,2.88 +6277,1.0,Good,I,SI1,63.2,56.0,4015,6.31,6.37,4.01 +29769,0.3,Ideal,I,VVS1,61.1,57.0,709,4.36,4.32,2.65 +41772,0.54,Ideal,E,SI2,60.6,57.0,1246,5.25,5.28,3.19 +19834,1.11,Ideal,G,VS2,61.6,56.0,8400,6.62,6.65,4.09 +51860,0.76,Premium,F,SI2,62.3,55.0,2425,5.88,5.84,3.65 +42710,0.56,Premium,G,SI1,60.2,59.0,1340,5.34,5.36,3.22 +25703,0.35,Very Good,D,SI1,60.2,57.0,644,4.56,4.61,2.76 +4186,0.88,Ideal,H,SI1,61.6,56.0,3557,6.13,6.17,3.79 +32989,0.38,Ideal,D,SI2,61.1,56.0,812,4.71,4.65,2.86 +7111,1.19,Premium,D,SI2,58.6,61.0,4168,6.93,6.89,4.05 +31805,0.43,Very Good,G,SI1,58.9,60.0,774,4.94,4.97,2.92 +1845,0.7,Very Good,E,VS1,62.2,57.0,3063,5.63,5.68,3.52 +21746,1.0,Very Good,E,VVS2,59.1,58.0,9815,6.5,6.57,3.86 +34745,0.41,Good,H,SI1,63.8,56.0,876,4.74,4.69,3.01 +19966,1.59,Very Good,J,VS1,60.7,59.0,8515,7.49,7.54,4.56 +19427,1.01,Ideal,F,VS1,60.9,57.0,8077,6.52,6.49,3.96 +19117,1.01,Premium,F,VVS1,62.5,58.0,7882,6.41,6.35,3.99 +803,0.73,Premium,E,VS2,62.5,61.0,2862,5.78,5.64,3.59 +41928,0.4,Premium,D,VVS2,60.4,59.0,1263,4.76,4.77,2.88 +28387,0.33,Premium,H,VS2,61.3,60.0,668,4.47,4.44,2.73 +21059,0.31,Ideal,G,VS1,61.5,56.0,625,4.39,4.43,2.71 +6524,0.91,Ideal,D,SI2,62.6,54.0,4067,6.22,6.25,3.9 +12785,1.0,Ideal,E,SI1,61.6,57.0,5331,6.37,6.45,3.95 +3955,0.7,Ideal,E,VS2,60.8,56.0,3504,5.74,5.78,3.5 +30099,0.32,Ideal,H,VS1,63.0,55.0,720,4.42,4.4,2.78 +33450,0.32,Ideal,G,VS1,63.0,55.0,828,4.38,4.35,2.75 +9953,0.9,Very Good,G,VVS1,63.3,58.0,4697,6.05,6.14,3.86 +39605,0.32,Ideal,F,SI1,61.9,55.0,491,4.38,4.41,2.72 +46888,0.7,Very Good,G,SI2,63.3,57.0,1814,5.61,5.51,3.52 +10427,1.09,Ideal,H,SI1,62.2,56.0,4784,6.56,6.59,4.09 +31629,0.3,Ideal,H,SI1,62.2,57.0,450,4.27,4.31,2.67 +6398,1.01,Premium,G,SI2,61.8,58.0,4038,6.39,6.36,3.94 +33486,0.32,Ideal,F,VS2,62.6,55.0,828,4.41,4.38,2.75 +11422,1.07,Ideal,I,SI1,61.7,56.1,5002,6.57,6.59,4.06 +25698,0.35,Very Good,D,SI1,63.0,57.0,644,4.46,4.52,2.83 +47621,0.55,Ideal,G,VS1,60.9,55.0,1881,5.32,5.29,3.23 +40325,0.39,Premium,E,VVS2,59.5,58.0,1126,4.77,4.74,2.83 +19715,1.51,Ideal,H,SI1,61.9,57.0,8287,7.37,7.32,4.55 +40205,0.53,Good,J,VS2,63.8,57.0,1122,5.12,5.1,3.26 +39785,0.3,Ideal,G,VVS1,62.1,56.0,1094,4.35,4.28,2.68 +17860,2.0,Ideal,H,I1,62.5,57.0,7204,8.05,7.98,5.01 +33591,0.37,Premium,E,SI1,59.9,59.0,833,4.7,4.68,2.81 +24327,1.25,Ideal,F,VVS1,62.2,56.0,12584,6.89,6.93,4.3 +34940,0.31,Good,I,SI1,64.3,55.0,377,4.27,4.29,2.75 +18374,0.3,Ideal,D,VS2,62.3,56.0,616,4.29,4.31,2.68 +12081,1.06,Ideal,D,SI2,62.3,55.0,5159,6.5,6.54,4.06 +26647,2.18,Ideal,J,VS2,60.3,57.0,16427,8.41,8.45,5.08 +40805,0.43,Ideal,H,VVS1,62.3,54.0,1169,4.85,4.84,3.02 +25227,2.24,Premium,J,SI2,62.2,59.0,13827,8.37,8.33,5.19 +32766,0.34,Ideal,D,SI1,60.1,57.0,803,4.56,4.52,2.73 +38238,0.41,Very Good,D,VS1,61.7,58.0,1018,4.76,4.8,2.95 +40894,0.51,Ideal,E,SI2,62.7,53.0,1177,5.09,5.12,3.2 +15621,1.0,Good,F,VS2,63.3,55.0,6267,6.29,6.34,4.0 +31586,0.35,Ideal,E,VS2,62.0,55.0,767,4.52,4.54,2.81 +46934,0.52,Ideal,E,VS2,61.1,55.0,1815,5.27,5.2,3.2 +5005,1.03,Good,D,SI2,57.2,59.0,3743,6.66,6.63,3.8 +34472,0.38,Very Good,E,VS2,59.2,60.0,866,4.73,4.77,2.81 +28696,0.32,Ideal,G,VS1,62.4,56.0,679,4.37,4.38,2.73 +15377,0.35,Premium,I,SI1,62.5,58.0,606,4.53,4.49,2.82 +29163,0.33,Very Good,E,SI1,63.1,56.0,693,4.45,4.42,2.8 +35948,0.3,Ideal,F,SI1,62.4,55.0,475,4.3,4.32,2.69 +48150,0.53,Ideal,G,VVS2,61.8,58.0,1941,5.18,5.2,3.21 +44189,0.51,Very Good,D,SI1,60.9,59.0,1569,5.13,5.19,3.14 +46933,0.52,Premium,G,VS1,62.4,60.0,1815,5.12,5.11,3.19 +8237,0.85,Ideal,G,VS1,61.8,55.0,4373,6.09,6.11,3.77 +26286,2.09,Very Good,F,SI2,60.2,61.0,15773,8.32,8.29,5.0 +22554,1.69,Premium,I,VS2,62.4,58.0,10600,7.66,7.53,4.74 +11388,0.34,Ideal,H,VS1,62.7,55.0,596,4.48,4.51,2.82 +18571,1.01,Premium,D,VS1,62.1,58.0,7575,6.4,6.37,3.97 +9122,0.96,Good,H,VS1,63.9,54.0,4535,6.22,6.27,3.99 +51844,0.74,Ideal,G,SI2,62.7,56.0,2423,5.75,5.8,3.62 +24659,1.5,Very Good,F,VS2,61.9,60.0,13001,7.29,7.32,4.52 +32695,0.31,Premium,F,VS2,61.4,58.0,802,4.4,4.36,2.69 +53843,0.71,Ideal,H,VVS1,62.0,57.0,2739,5.71,5.75,3.55 +51848,0.7,Premium,F,SI1,62.2,59.0,2423,5.73,5.69,3.55 +14726,0.3,Very Good,H,VVS2,60.6,58.0,605,4.33,4.35,2.63 +38353,0.47,Very Good,F,SI1,61.1,61.0,1021,4.97,5.01,3.05 +39014,0.43,Ideal,G,VVS2,61.4,55.0,1056,4.83,4.88,2.98 +7885,1.21,Premium,F,SI2,62.4,60.0,4310,6.77,6.73,4.21 +41342,0.42,Ideal,H,IF,61.9,56.0,1216,4.79,4.81,2.97 +43112,0.51,Ideal,H,VS2,61.3,57.0,1385,5.14,5.16,3.16 +37890,0.36,Ideal,G,IF,62.0,57.0,1006,4.54,4.58,2.82 +40990,0.42,Premium,E,VS1,59.5,59.0,1181,4.88,4.86,2.9 +49685,0.72,Premium,H,SI2,61.8,56.0,2144,5.79,5.73,3.56 +36872,0.42,Premium,E,VS2,61.0,59.0,958,4.82,4.85,2.95 +34386,0.41,Very Good,F,VS2,62.6,57.0,863,4.71,4.74,2.96 +53861,0.71,Premium,D,SI1,60.9,59.0,2743,5.72,5.71,3.48 +41780,0.35,Ideal,D,VVS1,61.5,57.0,1247,4.55,4.52,2.79 +23191,1.29,Ideal,F,VS1,60.7,57.0,11197,7.08,7.05,4.29 +37637,0.4,Premium,D,SI1,61.6,58.0,990,4.73,4.69,2.9 +29553,0.25,Ideal,F,VVS1,62.3,56.0,705,4.01,4.03,2.5 +1205,0.7,Ideal,D,SI2,62.6,54.0,2936,5.69,5.72,3.57 +42051,0.42,Good,E,VVS2,64.1,57.0,1269,4.7,4.73,3.02 +43682,0.5,Ideal,F,VS2,61.2,57.0,1436,5.1,5.13,3.13 +12731,1.07,Ideal,F,SI2,61.4,56.0,5313,6.57,6.63,4.05 +4303,0.84,Premium,E,VS2,62.4,60.0,3591,5.98,6.04,3.75 +8658,1.08,Ideal,H,SI2,59.3,57.0,4455,6.71,6.74,3.99 +29222,0.34,Ideal,I,IF,62.1,54.0,695,4.49,4.53,2.8 +28510,0.3,Premium,F,VS2,58.8,60.0,673,4.41,4.37,2.58 +30386,0.33,Ideal,G,VVS2,61.7,55.0,730,4.46,4.49,2.76 +5299,1.0,Good,F,SI2,63.4,60.0,3801,6.28,6.33,4.0 +14701,0.3,Ideal,F,VS2,62.3,57.0,605,4.3,4.33,2.69 +25553,2.09,Ideal,H,SI1,60.6,57.0,14383,8.34,8.29,5.04 +20864,1.59,Premium,E,SI2,60.5,59.0,9082,7.59,7.55,4.58 +45343,0.52,Very Good,H,VVS1,63.9,59.0,1664,5.08,5.1,3.25 +36712,0.33,Ideal,E,VVS2,61.8,56.0,953,4.46,4.44,2.75 +5619,1.0,Good,H,SI2,63.2,59.0,3874,6.24,6.29,3.96 +47657,0.34,Ideal,D,I1,62.5,57.0,530,4.49,4.47,2.8 +1898,0.71,Premium,D,VS2,60.3,62.0,3077,5.76,5.69,3.45 +19022,0.27,Ideal,F,VVS2,61.4,57.0,620,4.17,4.2,2.57 +25589,1.26,Ideal,E,VVS2,61.1,57.0,14429,7.0,6.98,4.27 +22461,2.0,Fair,I,SI2,67.7,57.0,10483,7.88,7.64,5.26 +32964,0.3,Ideal,F,SI1,62.5,57.0,461,4.27,4.31,2.68 +39459,0.47,Very Good,D,SI2,61.5,55.0,1078,5.0,5.04,3.09 +1491,0.83,Premium,D,SI1,61.3,58.0,2990,6.03,6.0,3.69 +50358,0.78,Ideal,G,SI2,61.7,55.0,2246,5.92,5.88,3.64 +19595,1.12,Premium,G,VVS1,58.9,60.0,8219,6.91,6.78,4.03 +7846,0.93,Very Good,E,SI1,62.8,56.0,4304,6.19,6.24,3.9 +50632,0.23,Very Good,E,VS2,60.8,58.0,402,3.98,4.02,2.43 +13614,1.04,Ideal,G,SI1,61.9,53.0,5570,6.53,6.54,4.05 +37211,0.34,Ideal,G,IF,60.9,56.0,974,4.5,4.53,2.75 +36014,0.39,Premium,J,VVS1,61.8,56.0,921,4.71,4.64,2.89 +24731,2.23,Premium,J,SI1,62.1,59.0,13069,8.29,8.33,5.16 +12429,1.03,Ideal,G,SI1,61.1,57.0,5241,6.58,6.54,4.01 +19596,1.51,Very Good,H,VS2,63.1,57.0,8219,7.24,7.21,4.56 +32670,0.31,Premium,G,VS1,59.6,61.0,802,4.38,4.35,2.6 +48829,0.71,Good,G,VS2,63.5,59.0,2029,5.63,5.67,3.59 +32009,0.31,Ideal,D,VVS2,60.9,57.0,777,4.38,4.42,2.68 +28652,0.3,Premium,E,SI1,62.3,58.0,675,4.32,4.29,2.68 +22722,1.58,Ideal,H,SI1,61.4,56.0,10738,7.53,7.46,4.6 +11101,0.82,Ideal,F,VS2,61.3,56.0,4931,6.02,6.05,3.7 +26716,0.32,Ideal,F,VS2,62.2,55.0,645,4.35,4.37,2.71 +16944,1.05,Very Good,G,VS1,61.8,58.0,6766,6.5,6.55,4.03 +5001,0.87,Premium,D,SI1,58.8,56.0,3742,6.3,6.26,3.69 +46665,0.56,Ideal,H,VVS1,62.3,55.0,1787,5.26,5.3,3.29 +9396,1.03,Ideal,F,SI2,60.5,58.0,4586,6.55,6.49,3.94 +34700,0.32,Premium,F,VS1,62.1,60.0,874,4.37,4.33,2.7 +52858,0.72,Very Good,E,SI1,62.1,57.0,2578,5.69,5.75,3.55 +45057,0.58,Premium,E,SI1,62.7,58.0,1641,5.33,5.32,3.34 +44611,0.53,Ideal,E,SI1,62.0,55.0,1607,5.21,5.17,3.22 +9806,0.91,Very Good,E,SI2,63.2,56.0,4668,6.08,6.14,3.86 +48127,0.54,Ideal,E,VS1,61.0,56.0,1939,5.24,5.35,3.23 +42731,0.52,Very Good,G,SI1,63.1,58.0,1343,5.11,5.13,3.23 +16904,1.03,Premium,G,VS1,60.7,58.0,6749,6.55,6.5,3.96 +14510,1.01,Very Good,H,VS2,61.2,57.0,5861,6.49,6.41,3.95 +21233,1.15,Ideal,G,VVS1,60.6,56.0,9377,6.83,6.8,4.13 +42406,0.57,Very Good,H,SI1,63.1,54.0,1309,5.3,5.28,3.34 +27389,0.41,Premium,J,VS1,62.1,58.0,647,4.75,4.79,2.96 +40263,0.33,Very Good,G,SI1,61.6,57.0,492,4.42,4.45,2.73 +44396,0.5,Premium,G,VS1,62.5,60.0,1583,5.13,5.08,3.19 +11742,1.25,Premium,J,SI1,62.0,58.0,5073,6.88,6.9,4.27 +44139,0.59,Premium,F,SI1,62.4,59.0,1561,5.37,5.33,3.34 +9668,0.7,Very Good,E,VVS1,63.2,57.0,4644,5.62,5.67,3.57 +18539,1.53,Premium,J,VS2,62.9,59.0,7554,7.34,7.31,4.61 +909,0.79,Very Good,F,SI1,62.7,60.0,2878,5.82,5.89,3.67 +37774,0.41,Ideal,E,VS2,62.3,56.0,999,4.77,4.74,2.96 +44706,0.57,Ideal,E,SI1,61.9,56.0,1613,5.33,5.3,3.29 +22001,1.34,Ideal,G,VS1,62.7,57.0,10070,7.1,7.04,4.43 +10938,1.01,Very Good,F,SI1,59.5,62.0,4899,6.45,6.53,3.86 +35750,0.3,Premium,D,VS2,62.9,59.0,911,4.27,4.22,2.67 +40739,0.54,Ideal,E,SI2,62.1,56.0,1163,5.18,5.22,3.23 +5223,1.01,Premium,I,SI1,62.8,58.0,3782,6.4,6.34,4.0 +16083,1.0,Ideal,F,VS2,61.7,58.0,6424,6.37,6.43,3.95 +30936,0.24,Very Good,H,VVS2,61.5,56.0,449,3.99,4.01,2.46 +44410,0.53,Ideal,E,SI1,61.9,55.0,1585,5.2,5.24,3.23 +16303,1.01,Good,E,VS2,58.0,60.0,6522,6.64,6.68,3.86 +1649,0.7,Good,E,VS1,60.2,61.0,3018,5.71,5.75,3.45 +10507,1.02,Ideal,E,SI2,60.3,57.0,4798,6.53,6.5,3.95 +49575,0.5,Very Good,E,VVS2,61.5,60.0,2132,5.04,5.08,3.11 +15623,1.01,Very Good,E,SI1,60.8,59.0,6268,6.43,6.5,3.93 +35257,0.4,Ideal,E,VVS2,61.1,57.0,895,4.77,4.79,2.92 +35146,0.4,Very Good,F,VS1,61.3,54.0,890,4.8,4.83,2.95 +31734,0.31,Ideal,G,VVS1,62.4,56.0,772,4.33,4.36,2.71 +34713,0.37,Premium,I,VVS1,61.6,59.0,874,4.66,4.62,2.86 +14868,1.01,Good,H,VVS2,63.3,57.0,5988,6.35,6.39,4.03 +35394,0.41,Very Good,G,VS1,61.7,57.0,899,4.75,4.78,2.94 +577,0.8,Ideal,H,VS2,62.8,57.0,2834,5.91,5.87,3.7 +38424,0.42,Very Good,H,VVS1,60.9,62.0,1026,4.8,4.86,2.94 +4352,0.7,Ideal,F,VVS1,61.0,57.0,3602,5.71,5.76,3.5 +36701,0.35,Ideal,D,VS1,60.8,57.0,952,4.61,4.57,2.79 +11695,1.01,Very Good,I,VS2,60.9,59.0,5067,6.42,6.45,3.92 +32582,0.32,Good,E,VS2,58.8,63.0,801,4.48,4.54,2.65 +9389,0.32,Ideal,D,SI1,62.5,54.0,589,4.39,4.41,2.75 +15840,1.01,Premium,G,VS1,61.2,58.0,6335,6.47,6.33,3.92 +9382,0.32,Good,D,SI1,63.5,55.0,589,4.31,4.35,2.75 +37009,0.33,Ideal,H,VVS1,62.2,55.0,965,4.44,4.4,2.75 +28822,0.41,Very Good,H,SI1,62.6,59.0,683,4.72,4.77,2.97 +31105,0.36,Ideal,E,VS1,61.5,55.0,753,4.58,4.66,2.84 +16739,0.41,Premium,G,SI2,61.4,58.0,611,4.75,4.8,2.93 +43623,0.57,Very Good,G,SI1,61.1,57.0,1433,5.32,5.35,3.26 +43016,0.5,Ideal,I,VVS1,62.4,53.0,1370,5.1,5.12,3.19 +44382,0.5,Ideal,F,VS2,62.0,56.0,1581,5.07,5.11,3.15 +20916,1.52,Good,I,SI1,64.0,58.0,9129,7.2,7.27,4.63 +48818,0.51,Premium,G,VVS1,62.4,58.0,2027,5.13,5.09,3.19 +25220,1.5,Ideal,G,VS1,61.3,53.9,13820,7.37,7.42,4.53 +39737,0.38,Ideal,D,VS1,62.1,53.9,1092,4.65,4.67,2.9 +9383,0.32,Ideal,D,SI1,62.0,55.0,589,4.37,4.47,2.74 +13100,1.01,Very Good,D,SI1,60.7,58.0,5422,6.49,6.45,3.93 +42629,0.32,Ideal,H,VS2,61.3,55.0,505,4.4,4.44,2.71 +5199,0.9,Good,F,SI1,62.7,58.0,3780,6.11,6.13,3.84 +28363,0.35,Ideal,E,SI1,60.7,56.0,667,4.57,4.59,2.78 +19638,1.26,Ideal,D,VS2,62.5,57.0,8256,6.9,6.85,4.3 +14269,1.01,Very Good,G,VS2,62.9,60.0,5779,6.28,6.35,3.97 +6880,0.82,Ideal,G,VVS2,62.1,56.0,4130,5.97,6.01,3.72 +47789,0.52,Ideal,E,VS2,60.5,56.0,1897,5.27,5.21,3.17 +6254,0.93,Premium,F,SI1,58.8,60.0,4010,6.49,6.37,3.78 +14332,1.16,Ideal,D,SI1,62.0,56.0,5805,6.73,6.76,4.18 +42885,0.5,Ideal,E,SI2,60.7,56.0,1359,5.16,5.19,3.14 +1452,0.81,Ideal,F,SI1,61.9,57.0,2977,5.98,6.01,3.71 +38160,0.34,Ideal,E,VVS1,62.0,56.0,1014,4.48,4.52,2.79 +27387,0.41,Very Good,J,VS1,60.8,61.0,647,4.72,4.79,2.89 +30071,0.32,Premium,G,VS2,62.3,60.0,720,4.4,4.37,2.73 +11390,0.34,Very Good,G,VS2,61.2,62.0,596,4.44,4.48,2.73 +14789,1.01,Fair,G,VS2,65.1,56.0,5950,6.2,6.15,4.02 +35333,0.34,Ideal,G,VS1,61.3,55.0,898,4.52,4.55,2.78 +10745,1.0,Good,F,SI1,63.6,58.0,4851,6.27,6.31,4.0 +10020,1.11,Ideal,I,SI1,61.9,57.0,4709,6.62,6.67,4.11 +14902,1.26,Very Good,F,SI2,63.4,55.0,5998,6.92,6.9,4.38 +19255,1.3,Very Good,G,SI1,61.0,57.0,7985,7.01,7.06,4.29 +26899,1.54,Premium,D,VS2,59.3,59.0,16889,7.61,7.54,4.49 +42625,0.32,Very Good,H,VS2,60.7,61.0,505,4.39,4.41,2.67 +41179,0.4,Premium,G,VVS1,61.7,58.0,1200,4.71,4.69,2.9 +12411,1.05,Very Good,H,VS2,63.3,58.0,5236,6.42,6.48,4.08 +1245,0.79,Very Good,H,VS2,61.5,55.0,2945,5.89,5.94,3.64 +44053,0.53,Ideal,G,SI1,61.1,55.0,1549,5.24,5.26,3.21 +3125,0.9,Premium,H,SI2,62.1,59.0,3326,6.13,6.04,3.78 +28503,0.29,Ideal,G,IF,60.6,57.0,673,4.28,4.31,2.6 +39562,0.36,Ideal,E,VS2,60.2,56.0,1080,4.65,4.62,2.79 +49997,0.58,Fair,E,VS1,57.9,56.0,2192,5.52,5.49,3.19 +36916,0.41,Premium,G,VS1,60.7,58.0,961,4.83,4.79,2.92 +8318,0.9,Ideal,F,SI1,62.2,55.0,4390,6.16,6.21,3.85 +53836,0.7,Premium,G,VVS2,59.6,61.0,2737,5.86,5.78,3.47 +15966,1.23,Ideal,I,SI1,61.8,58.0,6389,6.87,6.91,4.26 +52854,0.83,Fair,I,VS2,64.9,58.0,2577,5.9,5.84,3.81 +42734,0.51,Ideal,E,SI1,62.0,55.0,1343,5.12,5.14,3.18 +16572,1.01,Premium,G,VS1,62.7,58.0,6618,6.41,6.38,4.01 +5559,0.74,Ideal,D,VS2,61.8,56.0,3858,5.79,5.82,3.59 +10131,1.12,Premium,H,SI1,61.6,58.0,4719,6.72,6.62,4.11 +37279,0.23,Very Good,G,VVS1,62.0,56.0,484,3.95,3.98,2.46 +3057,0.34,Very Good,F,SI1,59.4,62.0,566,4.54,4.59,2.71 +34369,0.41,Ideal,F,VS2,62.7,57.0,863,4.73,4.78,2.98 +50718,1.05,Fair,H,I1,61.8,57.0,2293,6.51,6.4,3.99 +32862,0.32,Ideal,E,VVS2,61.0,55.0,808,4.43,4.45,2.71 +5133,1.0,Fair,I,VS1,65.3,55.0,3763,6.34,6.25,4.11 +23195,2.0,Premium,H,SI2,62.1,60.0,11202,8.1,8.01,5.3 +13456,1.04,Very Good,F,SI1,62.9,54.0,5525,6.46,6.49,4.07 +48894,0.57,Ideal,F,VS1,61.7,55.0,2039,5.35,5.39,3.31 +42461,0.5,Very Good,E,SI1,63.0,58.0,1316,5.04,5.08,3.19 +53619,0.3,Ideal,D,SI1,61.9,56.0,552,4.28,4.31,2.66 +962,0.71,Ideal,F,VS2,61.2,56.0,2891,5.73,5.77,3.52 +38010,0.38,Premium,D,VVS2,60.8,55.0,1009,4.71,4.67,2.85 +24685,2.11,Premium,J,VS2,59.9,60.0,13046,8.36,8.41,5.02 +42791,0.52,Good,F,SI2,58.7,64.0,1350,5.24,5.26,3.08 +36188,0.41,Very Good,F,VS1,63.0,57.0,931,4.66,4.7,2.95 +45553,0.51,Premium,D,SI1,60.9,59.0,1687,5.19,5.13,3.14 +10655,1.01,Ideal,D,SI2,60.5,57.0,4837,6.53,6.6,3.97 +3267,0.71,Ideal,E,SI1,61.9,55.0,3360,5.74,5.77,3.56 +7559,1.03,Good,E,SI2,63.8,62.0,4250,6.3,6.37,4.04 +45604,0.71,Premium,J,SI1,62.4,61.0,1690,5.68,5.63,3.53 +1011,0.7,Very Good,F,SI1,61.9,58.0,2900,5.71,5.72,3.54 +47867,0.52,Ideal,G,VVS2,60.8,57.0,1911,5.16,5.21,3.15 +13736,0.33,Ideal,G,VS2,61.7,55.9,604,4.45,4.49,2.75 +39499,0.41,Premium,E,VS1,60.1,58.0,1079,4.81,4.84,2.9 +33566,0.39,Good,E,VS2,63.1,56.0,830,4.63,4.69,2.94 +25473,2.02,Premium,I,SI1,61.4,58.0,14240,8.14,8.07,4.98 +19145,1.03,Ideal,F,VS1,61.5,56.0,7906,6.47,6.53,4.0 +15608,1.21,Premium,E,SI1,60.0,60.0,6261,7.01,6.92,4.18 +26989,1.61,Ideal,G,VS1,61.8,57.0,17076,7.48,7.51,4.63 +3695,0.76,Premium,E,VS2,60.5,56.0,3447,5.98,5.95,3.61 +402,0.3,Ideal,H,SI1,62.9,57.0,554,4.27,4.22,2.67 +3527,0.9,Very Good,I,SI1,61.8,56.0,3407,6.19,6.24,3.84 +1996,0.52,Ideal,E,VVS1,61.8,55.0,3097,5.19,5.2,3.21 +8779,0.9,Good,D,SI1,58.5,63.0,4469,6.21,6.3,3.66 +26370,0.32,Ideal,F,VS2,62.4,54.0,645,4.38,4.4,2.74 +5421,0.91,Premium,F,SI2,62.5,56.0,3822,6.21,6.15,3.86 +47379,0.54,Ideal,G,VS1,61.3,57.0,1847,5.28,5.25,3.23 +29613,0.27,Very Good,G,VS1,61.9,56.0,439,4.14,4.17,2.57 +20614,1.01,Very Good,E,VVS2,63.3,58.0,8912,6.39,6.31,4.02 +359,0.72,Ideal,G,VS2,62.8,56.0,2805,5.74,5.7,3.59 +44180,0.51,Premium,E,VS2,61.6,58.0,1567,5.18,5.15,3.18 +14154,1.01,Premium,E,SI1,62.8,58.0,5741,6.38,6.33,3.99 +14430,1.21,Very Good,H,SI1,62.4,58.0,5826,6.83,6.79,4.25 +18429,1.04,Premium,F,VS1,59.4,60.0,7495,6.56,6.58,3.9 +3712,1.02,Ideal,J,VVS2,62.7,57.0,3451,6.45,6.37,4.02 +37507,0.5,Good,F,SI2,57.7,62.0,984,5.22,5.18,3.0 +4574,0.92,Premium,G,SI2,58.4,58.0,3648,6.4,6.34,3.73 +41038,0.41,Premium,E,VVS2,61.8,59.0,1187,4.74,4.78,2.94 +49095,0.51,Very Good,G,IF,63.8,58.0,2063,5.06,5.09,3.24 +33973,0.31,Ideal,G,VVS2,62.7,57.0,846,4.35,4.32,2.72 +36027,0.36,Good,E,VVS1,58.2,56.0,923,4.68,4.74,2.74 +38046,0.41,Ideal,H,VVS1,61.5,55.0,1011,4.81,4.79,2.95 +24799,1.24,Ideal,G,IF,62.0,55.0,13178,6.93,6.89,4.29 +48198,0.46,Premium,D,VVS1,60.0,59.0,1947,5.04,5.0,3.01 +42143,0.52,Premium,G,SI1,60.7,59.0,1280,5.22,5.19,3.16 +12735,1.11,Premium,H,SI1,62.8,61.0,5315,6.63,6.56,4.14 +25357,0.28,Very Good,E,VVS2,60.0,56.0,642,4.26,4.28,2.56 +42235,0.4,Ideal,E,VS1,61.1,57.0,1291,4.75,4.78,2.97 +13544,1.13,Very Good,H,VS2,61.4,61.0,5548,6.67,6.71,4.11 +193,0.7,Premium,E,VS2,61.1,60.0,2777,5.71,5.64,3.47 +28905,0.3,Very Good,H,VVS1,62.6,60.0,684,4.21,4.26,2.65 +12056,0.34,Premium,I,VVS2,61.5,60.0,596,4.45,4.49,2.75 +233,0.72,Very Good,F,VS2,63.6,58.0,2787,5.66,5.69,3.61 +47035,0.55,Ideal,F,VS2,61.1,57.0,1819,5.3,5.27,3.23 +50133,0.67,Premium,F,VS2,62.5,59.0,2211,5.58,5.53,3.47 +36040,0.41,Premium,G,SI1,61.4,60.0,923,4.82,4.75,2.94 +1521,0.7,Ideal,D,VS2,62.8,57.0,2998,5.69,5.75,3.59 +5066,0.3,Premium,G,SI1,61.6,59.0,574,4.28,4.26,2.63 +45498,0.52,Very Good,F,VS2,60.0,61.5,1680,5.19,5.23,3.13 +7894,1.12,Very Good,I,SI1,60.6,60.0,4312,6.73,6.77,4.09 +31381,0.31,Ideal,F,VVS2,62.4,55.0,761,4.33,4.36,2.71 +49416,0.63,Ideal,D,VS2,61.1,55.0,2106,5.6,5.56,3.41 +1570,0.91,Very Good,G,SI2,62.8,59.0,3006,6.09,6.14,3.84 +23001,1.01,Ideal,D,VVS2,61.1,57.0,11057,6.49,6.47,3.96 +37968,0.41,Ideal,G,VVS2,60.4,56.0,1007,4.8,4.83,2.91 +8212,0.9,Good,F,VS2,63.1,57.0,4370,6.13,6.16,3.88 +49111,0.52,Ideal,G,VVS1,60.7,55.0,2065,5.19,5.29,3.18 +35180,0.31,Ideal,G,IF,61.9,54.0,891,4.35,4.38,2.7 +32798,0.31,Ideal,D,VVS2,61.2,59.0,805,4.37,4.39,2.68 +27932,0.26,Very Good,H,VS1,62.9,54.0,430,4.06,4.08,2.56 +41404,0.55,Very Good,I,VS2,61.0,57.0,1224,5.31,5.32,3.24 +4986,1.19,Very Good,G,SI2,63.4,56.0,3739,6.69,6.56,4.2 +28346,0.33,Ideal,F,VS2,61.2,54.0,666,4.47,4.49,2.74 +32300,0.34,Ideal,E,SI2,61.4,55.0,454,4.5,4.52,2.77 +23260,1.53,Very Good,F,SI1,62.0,56.0,11267,7.39,7.47,4.61 +2722,0.26,Very Good,E,VVS2,58.9,61.0,564,4.16,4.19,2.46 +6660,0.72,Ideal,E,VVS2,62.0,54.9,4094,5.75,5.78,3.57 +51842,0.74,Very Good,G,SI2,63.8,56.0,2423,5.7,5.74,3.65 +32975,0.37,Ideal,E,VS2,62.6,56.0,811,4.56,4.61,2.87 +20031,0.3,Very Good,H,SI1,62.9,56.0,421,4.28,4.31,2.7 +19904,1.21,Ideal,F,VS2,61.2,57.0,8452,6.87,6.82,4.19 +8694,1.02,Premium,I,VS2,62.0,58.0,4459,6.44,6.47,4.0 +29537,0.4,Ideal,J,VVS1,62.4,54.0,704,4.73,4.75,2.96 +29099,0.36,Ideal,D,SI2,62.3,57.0,689,4.57,4.52,2.83 +15938,1.2,Very Good,E,SI1,63.2,57.0,6373,6.75,6.69,4.25 +48558,0.7,Fair,F,SI2,57.1,64.0,1990,5.81,5.86,3.33 +36881,0.5,Premium,H,SI2,61.0,58.0,958,5.14,5.05,3.11 +22116,1.1,Ideal,D,VS1,61.9,56.0,10144,6.58,6.61,4.09 +18034,0.35,Premium,H,VS1,62.6,59.0,614,4.45,4.5,2.8 +38685,0.3,Ideal,F,VVS1,61.7,57.0,1041,4.28,4.31,2.65 +40617,0.24,Very Good,D,VVS2,60.1,57.0,499,4.03,4.09,2.44 +6585,1.03,Premium,H,SI2,62.3,59.0,4078,6.42,6.46,4.01 +32551,0.3,Fair,E,VS1,64.5,56.0,799,4.26,4.2,2.73 +672,0.84,Very Good,H,SI1,61.2,57.0,2847,6.1,6.12,3.74 +27583,2.26,Premium,H,SI1,60.3,58.0,18426,8.56,8.51,5.15 +52874,0.54,Ideal,F,VVS2,60.7,56.0,2582,5.27,5.3,3.21 +33526,0.35,Ideal,D,VS2,62.5,55.0,829,4.5,4.55,2.83 +23204,1.06,Ideal,D,VVS2,61.1,56.0,11209,6.58,6.59,4.02 +48675,0.71,Very Good,I,SI2,60.4,59.0,2003,5.76,5.79,3.49 +37668,0.42,Ideal,E,SI1,62.6,57.0,992,4.84,4.81,3.02 +24745,2.26,Very Good,H,SI2,63.2,58.0,13095,8.38,8.26,5.26 +9811,1.21,Premium,I,VS2,61.6,61.0,4669,6.86,6.8,4.21 +48247,0.49,Very Good,F,VVS1,62.2,56.0,1952,5.04,5.08,3.14 +36718,0.42,Very Good,G,VVS2,61.2,56.0,954,4.84,4.86,2.97 +6394,0.92,Very Good,F,SI1,62.9,56.0,4037,6.2,6.24,3.91 +4759,0.9,Very Good,E,SI1,60.7,61.0,3689,6.17,6.19,3.75 +51206,0.73,Ideal,G,SI1,62.1,54.0,2351,5.81,5.76,3.59 +33525,0.35,Ideal,E,VS1,62.3,56.0,829,4.5,4.52,2.81 +38186,0.41,Ideal,D,SI1,61.4,56.0,1015,4.8,4.77,2.94 +45967,0.24,Good,E,VVS1,58.0,60.0,526,4.08,4.12,2.38 +17482,2.11,Fair,F,I1,67.6,57.0,7019,7.88,7.83,5.31 +23638,2.11,Premium,J,SI2,62.0,60.0,11663,8.19,8.24,5.09 +5327,0.71,Very Good,E,VVS1,63.0,57.0,3808,5.66,5.7,3.58 +37272,0.26,Ideal,H,VS1,62.1,55.0,482,4.07,4.11,2.54 +3122,0.7,Ideal,H,VVS2,60.9,56.0,3325,5.76,5.79,3.52 +7330,0.91,Good,G,VS1,63.6,60.0,4209,6.11,6.03,3.86 +34651,0.31,Ideal,E,VS2,61.0,56.0,872,4.38,4.34,2.66 +14718,0.3,Ideal,F,VS2,60.7,56.0,605,4.32,4.34,2.63 +14612,1.01,Very Good,H,VS2,60.2,60.0,5897,6.46,6.5,3.9 +1034,0.71,Very Good,G,VS2,62.1,58.0,2905,5.65,5.71,3.53 +34046,0.46,Ideal,J,VS1,62.6,53.9,851,4.92,4.95,3.09 +28095,0.31,Premium,F,SI1,60.5,60.0,663,4.39,4.37,2.65 +51764,0.7,Good,E,SI1,63.6,62.0,2407,5.6,5.57,3.55 +36678,0.37,Ideal,E,VS1,60.9,56.0,950,4.65,4.68,2.84 +18250,1.2,Ideal,G,VS2,62.6,57.0,7413,6.74,6.81,4.24 +27133,1.7,Good,F,VS1,57.6,63.0,17330,7.86,7.81,4.51 +24870,1.52,Premium,G,VS2,62.7,58.0,13287,7.38,7.29,4.6 +34466,0.38,Ideal,F,VS1,61.3,56.0,865,4.67,4.7,2.87 +39205,0.54,Very Good,H,SI1,61.7,54.0,1065,5.23,5.27,3.24 +37137,0.33,Ideal,F,IF,62.2,53.0,971,4.47,4.5,2.79 +18431,1.5,Very Good,H,SI2,63.1,57.0,7495,7.16,7.27,4.55 +8672,1.04,Ideal,G,SI2,60.7,57.0,4455,6.61,6.51,3.98 +7990,1.16,Premium,J,SI1,62.2,58.0,4326,6.75,6.68,4.18 +4134,1.06,Ideal,F,I1,62.1,55.0,3544,6.54,6.57,4.07 +26086,2.41,Premium,J,VS1,61.1,60.0,15320,8.66,8.6,5.27 +18131,1.51,Premium,H,SI2,60.2,62.0,7340,7.43,7.38,4.46 +40048,0.3,Ideal,D,VVS1,62.2,57.0,1112,4.35,4.3,2.69 +4381,0.31,Very Good,D,SI1,61.1,57.0,571,4.35,4.36,2.66 +40753,0.4,Premium,F,VVS2,60.8,59.0,1163,4.76,4.72,2.88 +12902,1.17,Ideal,H,SI2,61.4,56.0,5373,6.83,6.76,4.17 +35777,0.4,Ideal,E,VS2,62.4,56.0,912,4.71,4.74,2.95 +16134,1.0,Very Good,G,VS2,62.4,58.0,6449,6.31,6.38,3.96 +33216,0.31,Ideal,F,IF,62.3,57.0,821,4.25,4.29,2.66 +28995,0.34,Ideal,F,VS2,62.1,56.0,686,4.45,4.47,2.77 +44580,0.53,Very Good,G,VS1,63.0,58.0,1607,5.15,5.17,3.25 +16286,0.92,Ideal,D,VS2,61.4,56.0,6513,6.26,6.28,3.85 +47371,0.52,Ideal,G,VVS2,61.4,57.0,1847,5.17,5.19,3.18 +49286,0.7,Ideal,G,SI2,62.4,56.0,2092,5.65,5.67,3.53 +11672,0.91,Very Good,E,VS1,62.8,60.0,5057,6.08,6.11,3.83 +6964,1.0,Very Good,I,SI1,63.1,58.0,4149,6.3,6.35,3.99 +46672,0.59,Ideal,E,VS2,61.5,56.0,1789,5.38,5.42,3.32 +30097,0.32,Ideal,H,VS1,61.5,57.0,720,4.42,4.4,2.71 +31997,0.3,Ideal,G,VS1,61.5,57.0,776,4.34,4.31,2.66 +22145,2.09,Premium,H,SI2,61.0,60.0,10182,8.28,8.19,5.02 +37955,0.41,Ideal,G,VVS2,61.3,56.0,1007,4.77,4.79,2.93 +51187,0.79,Very Good,H,SI2,63.2,55.0,2348,5.93,5.9,3.74 +33535,0.35,Ideal,D,VS2,61.8,55.0,829,4.53,4.56,2.81 +24174,1.33,Ideal,G,VVS2,61.7,58.0,12345,7.04,7.07,4.35 +32161,0.38,Ideal,D,VS2,60.8,57.0,787,4.66,4.68,2.84 +6913,0.96,Very Good,G,SI1,62.0,59.0,4136,6.26,6.32,3.9 +22861,1.76,Ideal,G,SI1,62.1,56.0,10896,7.69,7.77,4.8 +44931,0.57,Very Good,G,VS2,59.9,54.6,1633,5.43,5.46,3.26 +4649,0.9,Good,G,SI1,63.7,58.0,3669,6.12,6.09,3.89 +51503,0.7,Good,D,SI2,59.2,60.0,2382,5.75,5.78,3.41 +1810,1.01,Premium,I,SI2,61.9,58.0,3054,6.45,6.41,3.98 +14753,1.11,Ideal,E,SI2,61.4,58.0,5938,6.63,6.66,4.08 +23772,1.51,Good,H,VVS2,63.1,59.0,11826,7.26,7.28,4.59 +31280,0.32,Ideal,E,SI2,62.7,55.0,449,4.39,4.42,2.76 +49741,0.59,Ideal,G,VVS2,62.3,56.0,2155,5.34,5.39,3.34 +51060,0.7,Very Good,G,VS2,63.5,57.0,2331,5.68,5.66,3.6 +26476,2.3,Ideal,J,VS2,62.4,56.0,16062,8.44,8.49,5.28 +8877,1.04,Ideal,H,SI2,62.1,56.0,4484,6.5,6.48,4.03 +23045,1.52,Good,E,SI1,63.5,58.0,11075,7.29,7.36,4.65 +37223,0.43,Ideal,F,SI1,62.5,56.0,975,4.84,4.82,3.02 +32823,0.34,Ideal,D,VS2,62.0,55.0,805,4.45,4.48,2.77 +31712,0.42,Ideal,I,VS1,61.7,54.0,771,4.8,4.82,2.97 +4701,0.9,Ideal,I,VS1,61.6,56.0,3677,6.22,6.16,3.81 +8677,1.11,Very Good,H,SI2,59.8,60.0,4456,6.66,6.75,4.01 +17559,1.01,Premium,G,VVS2,61.2,59.0,7068,6.42,6.36,3.91 +34726,0.39,Ideal,E,VS2,60.8,57.0,875,4.73,4.75,2.88 +43243,0.42,Ideal,E,VVS1,61.6,56.0,1400,4.82,4.85,2.98 +39742,0.39,Premium,F,VS1,60.6,55.0,1092,4.77,4.73,2.88 +13990,1.01,Very Good,G,VS2,62.4,58.0,5696,6.37,6.41,3.99 +12671,1.07,Very Good,E,SI2,61.7,58.0,5304,6.54,6.56,4.04 +43740,0.51,Ideal,E,SI1,59.6,57.0,1438,5.2,5.24,3.11 +28174,0.36,Premium,H,SI1,59.3,60.0,665,4.65,4.62,2.75 +9500,1.01,Good,H,SI1,63.7,56.0,4610,6.34,6.33,4.08 +23178,1.5,Ideal,H,SI1,62.0,55.0,11189,7.34,7.29,4.54 +38260,0.3,Ideal,G,SI2,62.5,56.0,382,4.28,4.3,2.68 +37648,0.41,Very Good,H,VVS1,59.5,58.0,991,4.82,4.86,2.88 +50170,0.7,Premium,D,SI1,61.4,59.0,2218,5.67,5.64,3.47 +32436,0.43,Premium,E,SI1,60.2,60.0,792,4.89,4.94,2.96 +48781,0.51,Premium,E,VS1,58.2,58.0,2020,5.33,5.29,3.09 +5914,0.84,Ideal,G,VS2,62.0,55.0,3936,6.07,6.09,3.77 +7961,1.04,Premium,F,SI2,62.8,55.0,4321,6.48,6.41,4.05 +21391,1.04,Premium,F,VVS2,61.6,59.0,9505,6.53,6.49,4.01 +16786,2.01,Good,F,I1,64.0,56.0,6686,7.93,7.91,5.07 +7817,1.0,Good,D,SI2,57.8,58.0,4295,6.61,6.55,3.8 +16313,1.01,Very Good,G,VS1,63.2,61.0,6529,6.35,6.33,4.01 +45369,0.52,Ideal,G,VS1,61.7,57.0,1665,5.16,5.18,3.19 +8301,0.9,Very Good,G,VS2,61.5,60.0,4386,6.13,6.16,3.78 +11231,1.02,Very Good,G,SI1,62.8,57.0,4964,6.35,6.38,4.0 +24294,1.62,Ideal,H,VS2,61.5,61.0,12542,7.53,7.48,4.62 +1443,0.82,Very Good,E,SI2,63.3,56.0,2975,5.99,5.95,3.78 +45724,0.55,Premium,D,SI1,62.7,59.0,1698,5.25,5.22,3.28 +26935,1.73,Premium,F,VS2,61.2,58.0,16975,7.76,7.69,4.73 +17796,1.32,Very Good,G,SI2,61.6,57.0,7173,6.98,7.05,4.32 +23234,1.31,Ideal,F,VS1,61.7,56.0,11237,7.04,7.02,4.34 +50062,0.71,Very Good,I,VS1,63.1,57.0,2202,5.68,5.58,3.55 +13298,1.03,Premium,D,SI1,61.8,57.0,5491,6.53,6.49,4.02 +28932,0.3,Good,G,VVS2,63.2,57.0,684,4.23,4.28,2.69 +46869,0.53,Ideal,G,VS1,62.7,55.0,1813,5.18,5.16,3.24 +42673,0.85,Fair,J,I1,65.5,59.0,1334,5.95,5.82,3.86 +8903,1.08,Ideal,H,SI2,61.8,55.0,4491,6.57,6.6,4.07 +18161,1.21,Good,G,VS2,59.1,61.0,7359,6.95,6.89,4.09 +12824,1.11,Premium,G,VS2,61.0,59.0,5346,6.7,6.67,4.08 +52221,0.71,Very Good,G,SI1,63.3,57.0,2482,5.65,5.6,3.56 +48324,0.23,Ideal,G,IF,62.8,55.0,536,3.93,3.96,2.48 +46681,0.58,Very Good,I,VVS1,63.0,57.0,1790,5.31,5.35,3.36 +11192,1.18,Premium,I,SI1,61.1,59.0,4956,6.78,6.73,4.13 +13221,1.06,Ideal,J,VS2,61.4,56.0,5459,6.55,6.6,4.04 +43373,0.38,Very Good,E,IF,62.5,59.0,1409,4.61,4.64,2.89 +18825,0.9,Premium,D,VVS1,61.3,59.0,7711,6.18,6.12,3.77 +1194,0.73,Premium,F,VS2,59.9,58.0,2933,5.84,5.87,3.51 +10524,1.01,Ideal,D,SI2,63.0,54.0,4805,6.43,6.39,4.04 +38778,0.31,Ideal,F,IF,62.1,55.0,1046,4.35,4.34,2.7 +10286,1.11,Premium,G,SI2,61.5,58.0,4755,6.67,6.6,4.08 +5665,0.91,Premium,H,VS1,59.2,62.0,3881,6.2,6.14,3.65 +46249,0.53,Premium,D,SI1,61.0,58.0,1753,5.22,5.18,3.17 +11643,1.13,Very Good,E,SI2,60.3,58.0,5052,6.78,6.86,4.11 +6163,1.01,Fair,E,SI2,56.8,66.0,3991,6.63,6.58,3.75 +44570,0.57,Premium,J,VS1,62.2,58.0,1606,5.34,5.3,3.31 +35527,0.32,Ideal,F,VVS1,60.7,56.0,905,4.45,4.43,2.7 +29898,0.3,Premium,D,VS2,60.6,58.0,710,4.32,4.36,2.63 +42299,0.32,Premium,H,VS2,61.4,60.0,505,4.39,4.41,2.7 +21447,1.28,Ideal,D,SI1,61.5,55.0,9548,7.01,7.05,4.32 +27242,1.74,Premium,G,VS2,61.0,58.0,17614,7.77,7.75,4.73 +618,0.71,Premium,F,VS1,59.2,58.0,2839,5.87,5.82,3.46 +53173,0.82,Premium,H,SI2,60.4,58.0,2629,6.11,6.07,3.68 +40629,0.41,Premium,E,VS1,62.2,57.0,1153,4.78,4.74,2.96 +14247,1.09,Very Good,E,SI1,62.8,56.0,5771,6.53,6.6,4.12 +6403,1.01,Ideal,G,SI2,61.2,57.0,4038,6.45,6.4,3.92 +9273,1.01,Good,E,SI1,64.5,56.0,4563,6.24,6.29,4.04 +16918,1.24,Very Good,I,VS1,59.4,58.0,6754,7.04,7.09,4.2 +11176,1.12,Very Good,F,SI2,61.5,58.0,4953,6.63,6.68,4.09 +39915,0.54,Very Good,I,SI2,62.9,57.0,1105,5.18,5.21,3.27 +50477,0.71,Ideal,I,VS1,62.0,58.0,2266,5.75,5.72,3.55 +35074,0.33,Very Good,E,VS1,58.3,62.0,886,4.49,4.57,2.64 +24703,0.4,Ideal,I,VS2,61.8,56.0,639,4.73,4.79,2.94 +29150,0.31,Ideal,D,SI1,61.5,55.0,692,4.38,4.4,2.7 +29059,0.4,Good,E,SI1,63.2,56.0,687,4.65,4.69,2.95 +48982,0.34,Ideal,H,VS2,61.4,57.0,537,4.48,4.55,2.77 +39630,0.35,Good,H,SI1,63.1,58.0,491,4.46,4.51,2.83 +9531,1.01,Ideal,J,VS2,61.1,56.0,4617,6.49,6.51,3.97 +4338,1.02,Very Good,J,SI2,63.4,56.0,3599,6.42,6.36,4.05 +7481,1.02,Premium,F,SI2,60.2,61.0,4238,6.52,6.48,3.91 +50452,0.7,Ideal,F,SI1,59.9,57.0,2264,5.74,5.82,3.46 +29452,0.33,Ideal,E,SI1,61.9,56.0,702,4.46,4.49,2.77 +36369,0.34,Premium,G,IF,60.5,58.0,939,4.52,4.47,2.72 +51417,0.7,Ideal,G,VS2,62.1,55.0,2371,5.63,5.61,3.49 +46741,0.55,Very Good,D,VS2,62.8,57.0,1799,5.24,5.27,3.3 +26530,2.11,Very Good,G,SI2,62.2,60.0,16188,8.15,8.19,5.08 +13770,1.2,Ideal,H,SI2,62.6,58.0,5613,6.74,6.81,4.24 +40462,0.38,Ideal,D,VS1,62.5,56.0,1140,4.67,4.64,2.91 +42010,0.59,Premium,H,SI1,61.9,59.0,1265,5.43,5.34,3.33 +24932,1.5,Very Good,G,VS1,62.4,57.0,13379,7.24,7.31,4.54 +11346,1.01,Premium,F,SI1,62.5,58.0,4989,6.42,6.39,4.0 +39846,0.3,Premium,D,VVS2,59.6,61.0,1099,4.39,4.34,2.6 +37251,0.4,Very Good,D,VVS2,58.4,60.0,977,4.81,4.84,2.82 +8468,1.08,Very Good,E,SI2,59.8,59.0,4415,6.65,6.73,4.0 +47169,0.52,Ideal,G,VVS2,62.1,57.0,1835,5.13,5.15,3.19 +34293,0.3,Ideal,F,VVS1,61.8,54.0,857,4.34,4.36,2.69 +15609,1.21,Premium,E,SI1,63.0,57.0,6261,6.75,6.7,4.24 +13463,1.0,Very Good,F,SI1,63.3,58.0,5528,6.28,6.39,4.01 +43768,0.54,Ideal,H,VS2,60.1,57.0,1439,5.33,5.28,3.19 +43034,0.5,Good,D,SI1,61.1,64.0,1374,5.05,5.07,3.09 +8927,0.71,Ideal,F,VVS2,61.6,56.0,4497,5.73,5.75,3.53 +26545,1.74,Good,G,VS1,58.6,62.0,16223,7.83,7.88,4.6 +10136,1.0,Ideal,F,SI2,62.7,57.0,4721,6.37,6.42,4.01 +40535,0.43,Ideal,F,VVS2,61.5,55.0,1148,4.85,4.88,2.99 +35582,0.35,Ideal,F,VS2,62.2,55.0,906,4.53,4.48,2.8 +29044,0.4,Good,F,SI1,63.6,56.0,687,4.63,4.68,2.96 +23611,1.5,Premium,E,SI1,61.4,59.0,11638,7.41,7.24,4.5 +24515,1.19,Ideal,D,VVS2,62.0,57.0,12795,6.76,6.86,4.22 +46580,0.72,Premium,J,SI1,62.0,58.0,1785,5.74,5.77,3.57 +900,1.0,Fair,H,SI2,69.5,55.0,2875,6.17,6.1,4.26 +11624,1.01,Very Good,H,VS2,61.0,63.0,5050,6.41,6.38,3.9 +10498,1.02,Fair,D,SI1,66.4,60.0,4798,6.29,6.21,4.15 +11467,1.03,Premium,I,VS1,60.4,59.0,5012,6.51,6.57,3.95 +28851,0.41,Very Good,D,SI2,62.7,58.0,683,4.75,4.78,2.99 +25448,1.5,Premium,F,VS2,61.5,58.0,14199,7.36,7.34,4.52 +10358,1.11,Ideal,I,SI1,62.3,58.0,4771,6.6,6.65,4.13 +8163,0.7,Very Good,D,VVS1,63.4,59.0,4362,5.63,5.64,3.57 +38820,0.38,Premium,E,VVS1,60.6,59.0,1047,4.62,4.65,2.81 +13620,0.95,Very Good,G,VS1,59.9,58.0,5572,6.37,6.41,3.83 +48714,0.67,Ideal,G,VS2,62.5,56.0,2010,5.64,5.56,3.5 +31698,0.38,Premium,F,SI2,61.0,61.0,770,4.67,4.61,2.83 +33467,0.32,Ideal,F,VS2,61.9,56.0,828,4.44,4.41,2.74 +9847,1.22,Ideal,J,SI2,61.2,57.0,4676,6.86,6.9,4.21 +13028,0.26,Premium,H,VVS2,62.4,58.0,600,4.07,4.04,2.53 +17655,1.16,Ideal,G,VS2,61.7,57.0,7113,6.72,6.8,4.17 +43726,0.51,Very Good,G,VS2,62.2,57.0,1438,5.1,5.15,3.19 +2180,0.75,Ideal,E,VS2,60.2,57.0,3136,5.93,5.9,3.56 +11844,1.31,Very Good,J,SI2,61.8,59.0,5100,6.96,7.02,4.32 +47696,0.5,Ideal,G,VVS1,61.9,58.0,1883,5.06,5.09,3.14 +5396,0.3,Premium,D,SI2,60.2,60.0,574,4.35,4.32,2.61 +21269,1.16,Ideal,G,VVS2,62.2,56.0,9419,6.74,6.7,4.18 +22212,1.07,Ideal,D,VVS2,61.3,58.0,10266,6.55,6.64,4.04 +51468,0.72,Very Good,E,SI2,63.5,59.0,2376,5.66,5.61,3.58 +22495,2.0,Premium,I,SI2,62.3,57.0,10528,8.12,8.05,5.03 +47160,0.76,Ideal,J,SI2,61.5,54.0,1833,5.9,5.93,3.64 +24621,1.51,Premium,G,VS1,62.4,60.0,12948,7.34,7.3,4.57 +5466,1.0,Good,I,SI1,65.2,56.0,3836,6.21,6.27,4.07 +6985,1.09,Good,F,SI1,61.0,64.0,4154,6.58,6.63,4.03 +16930,1.01,Good,G,VS1,63.8,57.0,6759,6.35,6.38,4.06 +9908,1.0,Fair,F,SI1,56.9,63.0,4688,6.45,6.52,3.69 +8359,0.77,Very Good,F,VVS1,60.2,58.0,4399,5.93,5.97,3.58 +39388,0.31,Premium,D,VVS1,61.2,59.0,1075,4.38,4.35,2.67 +8859,1.08,Very Good,H,SI2,63.0,59.0,4481,6.51,6.54,4.11 +49145,0.5,Very Good,D,VS1,62.1,58.0,2068,5.07,5.1,3.16 +31984,0.3,Ideal,F,VS2,62.7,57.0,776,4.31,4.27,2.69 +3131,0.9,Premium,G,SI2,59.5,61.0,3326,6.33,6.28,3.75 +27828,0.39,Premium,H,SI1,62.0,60.0,650,4.65,4.71,2.9 +12799,1.09,Premium,H,SI1,59.8,60.0,5335,6.72,6.66,4.0 +22241,1.08,Ideal,E,VS1,61.7,55.0,10292,6.58,6.61,4.07 +37893,0.41,Ideal,F,VS1,62.1,56.0,1007,4.77,4.8,2.97 +5142,0.91,Premium,G,SI1,62.6,56.0,3763,6.21,6.16,3.87 +25914,2.07,Premium,I,SI2,60.5,60.0,15055,8.32,8.27,5.02 +49504,0.55,Ideal,H,IF,61.5,55.0,2120,5.25,5.29,3.25 +15482,1.07,Ideal,F,SI1,62.3,56.0,6200,6.51,6.53,4.06 +28912,0.3,Very Good,G,VVS2,60.6,58.0,684,4.35,4.36,2.64 +47697,0.52,Ideal,E,VS1,60.0,56.0,1883,5.25,5.29,3.16 +5401,1.01,Ideal,J,SI1,62.9,56.0,3818,6.4,6.35,4.01 +15326,1.33,Good,D,SI2,59.0,64.0,6152,7.22,7.12,4.23 +44929,0.51,Ideal,F,VS1,61.8,54.0,1632,5.15,5.18,3.19 +3224,0.94,Very Good,G,SI2,62.3,59.0,3351,6.2,6.26,3.88 +18136,1.06,Ideal,F,VS1,61.9,57.0,7345,6.53,6.55,4.05 +11325,1.12,Premium,I,VS1,59.6,58.0,4987,6.82,6.77,4.05 +41677,0.33,Ideal,F,IF,61.2,56.0,1240,4.47,4.49,2.74 +35980,0.35,Ideal,H,IF,61.7,56.0,921,4.53,4.55,2.8 +21515,1.5,Very Good,I,VS2,62.2,59.0,9611,7.34,7.3,4.55 +35236,0.39,Good,G,VVS2,63.4,57.0,894,4.62,4.65,2.94 +946,0.72,Very Good,G,VVS2,62.5,58.0,2889,5.68,5.72,3.56 +34626,0.31,Ideal,E,VS2,62.9,57.0,872,4.35,4.3,2.72 +1545,0.75,Very Good,H,VVS2,60.6,57.0,3002,5.86,5.89,3.56 +11661,1.02,Premium,H,SI1,59.6,57.0,5055,6.63,6.55,3.93 +48923,0.7,Premium,G,SI1,59.1,59.0,2042,5.77,5.83,3.43 +43104,0.57,Ideal,G,SI1,62.1,56.0,1384,5.28,5.32,3.29 +2408,0.72,Ideal,D,VS2,60.8,56.0,3179,5.8,5.84,3.54 +33981,0.4,Very Good,F,VS1,61.2,58.0,847,4.74,4.86,2.94 +51726,0.7,Premium,F,SI1,61.9,59.0,2401,5.69,5.71,3.53 +7695,1.07,Ideal,J,SI1,62.1,56.0,4276,6.54,6.6,4.08 +51549,0.51,Premium,D,VVS2,62.4,59.0,2387,5.13,5.06,3.18 +28890,0.3,Very Good,G,VVS2,63.0,57.0,684,4.28,4.32,2.71 +52868,0.73,Ideal,E,SI2,61.2,54.0,2581,5.88,5.86,3.59 +7636,0.93,Ideal,H,VS1,62.7,54.0,4265,6.25,6.2,3.9 +49725,0.7,Good,E,SI1,57.8,62.0,2150,5.79,5.84,3.36 +47018,0.56,Ideal,G,VS1,62.2,55.0,1819,5.27,5.31,3.29 +34189,0.33,Ideal,G,VS1,62.9,57.0,854,4.43,4.38,2.77 +23762,1.51,Premium,F,SI1,61.4,58.0,11817,7.43,7.35,4.54 +50710,0.56,Ideal,D,VS1,62.5,56.0,2292,5.26,5.3,3.3 +16449,1.02,Very Good,G,VS2,61.9,54.0,6569,6.45,6.48,4.0 +44134,0.59,Very Good,H,VS1,62.4,58.0,1561,5.39,5.42,3.37 +14351,1.24,Good,E,SI2,58.5,57.0,5809,7.03,7.1,4.13 +49364,0.53,Premium,E,SI1,61.8,60.0,2099,5.21,5.18,3.21 +48520,0.76,Premium,H,SI2,59.0,59.0,1985,6.05,6.02,3.56 +14911,1.21,Premium,J,VVS1,61.3,59.0,6001,6.86,6.81,4.19 +34169,0.33,Premium,G,VS1,60.8,59.0,854,4.45,4.43,2.7 +34546,0.4,Good,F,SI1,63.6,59.0,869,4.67,4.64,2.96 +52461,0.71,Premium,E,SI1,61.8,56.0,2516,5.77,5.72,3.55 +21963,1.52,Very Good,I,VS1,62.9,59.9,10032,7.27,7.31,4.59 +21527,1.2,Ideal,G,VS1,61.9,58.0,9625,6.76,6.8,4.2 +42581,0.53,Ideal,G,SI1,62.4,55.0,1329,5.21,5.18,3.24 +6632,0.81,Ideal,D,VS2,62.1,56.0,4087,6.01,5.98,3.72 +40548,0.52,Ideal,G,SI2,61.3,56.0,1150,5.19,5.22,3.19 +49130,0.56,Ideal,D,VS2,60.9,56.0,2066,5.35,5.32,3.25 +34492,0.43,Premium,G,VS2,61.1,58.0,867,4.84,4.88,2.97 +19704,0.37,Premium,F,SI2,60.2,60.0,624,4.7,4.6,2.8 +32348,0.3,Very Good,E,VVS2,61.9,59.0,789,4.27,4.32,2.66 +36562,0.4,Premium,E,SI1,62.8,59.0,945,4.69,4.64,2.93 +46289,0.56,Ideal,G,SI1,61.6,59.0,1755,5.27,5.32,3.26 +438,0.7,Ideal,H,SI1,61.5,55.0,2815,5.73,5.79,3.54 +41341,0.42,Ideal,E,VVS2,61.3,56.0,1216,4.81,4.85,2.96 +33321,0.35,Premium,D,SI1,62.1,58.0,827,4.54,4.51,2.81 +48315,0.25,Ideal,E,VS2,60.6,57.0,535,4.08,4.11,2.48 +14989,1.23,Premium,F,SI2,61.2,58.0,6038,6.91,6.84,4.21 +15936,1.29,Ideal,I,SI1,61.9,56.0,6372,6.97,7.03,4.33 +42712,0.56,Very Good,G,SI1,58.8,59.0,1340,5.38,5.4,3.17 +33572,0.45,Ideal,G,SI1,61.6,54.0,831,4.96,4.98,3.06 +27974,0.3,Ideal,E,VS2,61.5,56.0,658,4.29,4.33,2.65 +33768,0.32,Very Good,D,VVS2,61.9,54.0,841,4.43,4.46,2.75 +37196,0.41,Very Good,F,VS1,61.5,57.0,974,4.77,4.81,2.95 +13072,1.13,Ideal,D,SI2,60.1,55.0,5412,6.79,6.85,4.1 +16189,1.31,Ideal,F,SI1,62.4,56.0,6470,6.98,6.9,4.33 +37573,0.39,Good,F,VVS2,63.5,58.0,990,4.61,4.65,2.94 +42987,0.5,Fair,G,VS1,66.8,56.0,1367,4.85,4.91,3.26 +25239,2.01,Very Good,I,SI1,60.8,60.0,13849,8.12,8.15,4.95 +16716,0.3,Ideal,F,SI1,61.9,57.0,609,4.28,4.31,2.66 +15441,1.2,Good,H,SI1,64.2,60.0,6182,6.68,6.62,4.27 +32712,0.31,Ideal,F,VS2,62.8,57.0,802,4.36,4.34,2.73 +49290,0.51,Ideal,F,VVS2,62.6,57.0,2093,5.1,5.13,3.2 +12764,1.21,Ideal,J,VS1,62.3,55.0,5324,6.81,6.86,4.26 +44212,0.91,Fair,F,I1,67.0,62.0,1570,5.97,5.89,3.98 +37991,0.32,Premium,F,VVS2,61.8,60.0,1008,4.41,4.36,2.71 +19307,1.1,Very Good,G,VVS1,61.5,57.0,8020,6.61,6.66,4.08 +40148,0.35,Ideal,E,VVS1,62.2,56.0,1116,4.53,4.51,2.81 +35254,0.3,Premium,E,VVS1,61.3,59.0,895,4.28,4.33,2.64 +19544,1.0,Premium,E,VS1,59.1,59.0,8176,6.56,6.51,3.86 +21904,1.59,Ideal,I,VS2,61.1,55.0,9972,7.54,7.48,4.59 +20820,1.13,Ideal,G,VVS1,61.2,57.0,9049,6.65,6.72,4.09 +17777,1.5,Good,H,SI2,64.2,56.0,7161,7.2,7.26,4.64 +53565,1.0,Premium,H,I1,61.3,60.0,2695,6.39,6.43,3.93 +25602,1.58,Premium,E,VS2,60.1,60.0,14453,7.53,7.54,4.53 +16934,1.0,Very Good,D,VS2,62.6,58.0,6762,6.31,6.38,3.97 +23074,1.71,Premium,I,SI1,60.2,58.0,11104,7.79,7.75,4.68 +24387,0.41,Good,E,SI2,63.8,57.0,638,4.68,4.75,3.01 +34622,0.31,Ideal,E,VS2,60.9,57.0,872,4.36,4.34,2.65 +19706,0.33,Premium,H,VS2,58.8,62.0,624,4.53,4.49,2.65 +44366,0.56,Ideal,I,VVS1,62.0,56.0,1580,5.26,5.29,3.27 +52888,0.77,Very Good,I,VS2,60.2,59.0,2584,5.89,5.97,3.57 +8491,1.0,Very Good,D,SI2,63.7,55.0,4419,6.32,6.37,4.04 +970,0.82,Very Good,G,SI2,62.5,56.0,2893,5.99,6.04,3.76 +31084,0.33,Ideal,G,VVS2,61.7,56.0,752,4.42,4.46,2.74 +1597,1.0,Very Good,G,I1,62.5,62.0,3011,6.42,6.35,3.99 +24230,1.62,Good,H,VS2,61.5,60.8,12429,7.48,7.53,4.62 +53642,0.73,Very Good,D,SI2,60.4,59.0,2703,5.8,5.86,3.52 +15636,1.01,Premium,D,VS2,61.6,59.0,6271,6.38,6.32,3.91 +45587,0.52,Ideal,E,VS2,61.9,56.0,1689,5.12,5.16,3.18 +43524,0.51,Very Good,D,SI1,60.4,61.0,1425,5.09,5.14,3.09 +3241,0.71,Very Good,F,VVS2,62.1,60.0,3354,5.69,5.72,3.54 +42440,0.43,Ideal,D,VS2,61.3,55.0,1314,4.84,4.88,2.98 +7614,1.01,Very Good,D,SI2,60.8,61.0,4260,6.45,6.5,3.94 +23929,1.73,Premium,H,SI1,62.0,59.0,12058,7.68,7.59,4.73 +29419,0.38,Premium,I,VS1,61.3,60.0,700,4.62,4.65,2.84 +18265,1.51,Good,J,VS2,62.8,59.0,7418,7.17,7.2,4.51 +24836,1.35,Ideal,G,VVS2,61.5,55.0,13230,7.11,7.16,4.39 +49124,0.7,Very Good,E,SI2,63.1,54.0,2066,5.73,5.65,3.59 +48898,0.71,Premium,F,SI2,62.2,57.0,2040,5.66,5.6,3.5 +24727,2.2,Premium,J,SI2,60.9,60.0,13065,8.42,8.34,5.1 +28739,0.31,Premium,E,VS2,61.3,60.0,680,4.32,4.39,2.67 +46,0.29,Premium,F,SI1,62.4,58.0,403,4.24,4.26,2.65 +6499,0.93,Premium,G,SI1,61.0,59.0,4062,6.34,6.28,3.85 +52322,0.71,Very Good,H,VS2,61.6,60.0,2495,5.7,5.73,3.52 +42304,0.44,Ideal,D,VS1,61.6,56.0,1294,4.92,4.85,3.01 +18273,1.36,Premium,E,SI2,61.7,59.0,7421,7.2,7.09,4.41 +33391,0.31,Ideal,D,VVS2,61.5,56.0,828,4.39,4.43,2.71 +45414,0.51,Ideal,G,VS1,60.4,59.0,1668,5.16,5.21,3.13 +657,0.7,Very Good,E,VS2,61.8,59.0,2845,5.65,5.68,3.5 +50415,0.71,Good,F,SI1,64.3,58.0,2258,5.61,5.55,3.59 +16841,1.01,Very Good,F,VS1,61.0,58.0,6719,6.47,6.54,3.97 +916,0.71,Premium,F,VS1,62.7,58.0,2879,5.71,5.67,3.57 +31043,0.39,Ideal,I,VVS2,62.0,56.0,750,4.67,4.72,2.91 +4806,0.9,Very Good,F,SI1,63.4,57.0,3699,6.06,6.11,3.86 +4424,0.78,Ideal,G,VS2,61.7,56.0,3613,5.89,5.94,3.65 +29922,0.32,Ideal,E,VS1,61.4,55.0,713,4.42,4.44,2.72 +14692,1.05,Premium,D,SI1,60.5,56.0,5927,6.7,6.59,4.0 +39682,0.46,Premium,G,VS1,62.8,57.0,1087,4.92,4.83,3.06 +31343,0.27,Very Good,E,IF,59.7,56.0,760,4.26,4.28,2.55 +32299,0.34,Ideal,E,SI2,61.3,55.0,454,4.49,4.52,2.76 +46678,0.59,Ideal,E,SI1,62.0,55.0,1789,5.4,5.37,3.34 +8434,1.08,Very Good,F,SI2,62.6,56.0,4407,6.55,6.61,4.12 +10980,1.01,Premium,H,VS2,62.3,60.0,4909,6.32,6.27,3.92 +4591,0.77,Ideal,F,VS1,60.9,58.0,3655,5.91,5.95,3.61 +52557,0.7,Premium,G,VS1,62.8,57.0,2535,5.67,5.64,3.55 +12767,1.11,Ideal,H,SI1,60.6,59.0,5325,6.75,6.71,4.08 +29027,0.31,Ideal,H,VVS1,61.6,55.0,687,4.37,4.4,2.7 +40578,0.5,Very Good,G,SI1,62.4,52.0,1153,5.1,5.15,3.2 +40810,0.51,Good,E,SI1,63.6,59.0,1170,5.13,5.06,3.24 +16687,0.31,Ideal,H,SI2,61.0,56.0,421,4.36,4.39,2.67 +48766,0.7,Very Good,H,SI1,59.2,59.0,2018,5.79,5.86,3.45 +2732,0.9,Premium,I,VS2,62.8,61.0,3246,6.12,6.02,3.81 +52649,0.24,Very Good,E,VVS2,61.6,59.0,552,3.98,4.01,2.46 +40641,0.41,Ideal,E,VS1,62.7,57.0,1153,4.76,4.72,2.97 +32754,0.34,Premium,D,SI1,62.8,58.0,803,4.48,4.44,2.8 +50643,0.31,Good,E,SI1,63.7,57.0,544,4.29,4.31,2.74 +38783,0.31,Ideal,H,IF,61.8,56.0,1046,4.38,4.36,2.7 +1386,0.31,Very Good,G,VS2,61.4,55.0,559,4.38,4.41,2.69 +38058,0.54,Premium,F,SI2,61.2,60.0,1013,5.26,5.16,3.19 +11175,0.7,Ideal,F,VVS1,61.7,56.0,4951,5.68,5.73,3.52 +30365,0.36,Premium,I,VS1,60.3,60.0,729,4.64,4.58,2.78 +20310,1.1,Very Good,G,VVS1,60.4,57.0,8724,6.7,6.77,4.07 +34139,0.32,Ideal,F,VVS1,62.5,53.0,854,4.4,4.43,2.76 +3629,0.76,Ideal,E,VS2,62.1,56.0,3431,5.83,5.87,3.63 +46106,0.61,Ideal,I,VVS1,62.0,55.0,1742,5.46,5.49,3.39 +38200,0.5,Ideal,F,SI2,61.6,57.0,1016,5.14,5.08,3.15 +9038,0.36,Ideal,H,VS2,61.0,56.0,587,4.61,4.63,2.82 +47873,0.52,Ideal,G,VVS2,61.0,56.0,1911,5.18,5.24,3.18 +4803,1.31,Premium,J,SI2,59.7,59.0,3697,7.06,7.01,4.2 +2400,0.31,Ideal,G,VS2,61.7,55.0,562,4.37,4.39,2.7 +8583,1.15,Premium,F,SI2,62.2,59.0,4437,6.7,6.62,4.14 +36456,0.31,Ideal,D,VS2,62.5,56.0,942,4.36,4.31,2.71 +18132,1.51,Premium,H,SI2,62.1,58.0,7340,7.34,7.2,4.52 +16331,1.01,Premium,F,VS2,61.7,58.0,6533,6.48,6.42,3.98 +42595,0.31,Very Good,D,IF,62.0,56.0,1331,4.33,4.35,2.69 +41411,0.5,Fair,F,VS2,64.9,58.0,1225,4.99,4.9,3.21 +42218,0.42,Ideal,G,IF,62.6,53.0,1289,4.79,4.82,3.01 +21054,0.31,Premium,F,VS2,59.7,60.0,625,4.39,4.42,2.63 +49464,0.72,Ideal,J,VS1,62.7,57.0,2112,5.74,5.71,3.59 +32503,0.4,Very Good,F,SI1,63.3,57.0,798,4.68,4.73,2.98 +37631,0.4,Premium,D,SI1,59.9,60.0,990,4.77,4.75,2.85 +34533,0.3,Ideal,F,VVS1,62.1,55.0,868,4.31,4.32,2.68 +53386,0.7,Ideal,F,SI1,61.7,58.0,2662,5.67,5.7,3.51 +53500,0.74,Very Good,F,SI1,62.9,57.0,2684,5.76,5.79,3.63 +27810,0.3,Ideal,H,VVS1,62.3,57.0,650,4.25,4.28,2.65 +24012,2.08,Ideal,J,SI2,62.3,55.0,12179,8.23,8.17,5.11 +39106,0.41,Very Good,H,VS1,63.5,56.0,1061,4.7,4.69,2.98 +13443,1.24,Ideal,G,SI2,61.4,56.0,5520,6.98,6.92,4.27 +35298,0.3,Very Good,I,VS1,62.9,58.0,473,4.26,4.29,2.69 +20512,1.11,Ideal,G,VVS2,63.1,57.0,8843,6.55,6.6,4.15 +9017,1.2,Premium,J,SI1,60.7,60.0,4514,6.88,6.92,4.19 +40619,0.26,Very Good,F,VS1,61.9,57.0,499,4.11,4.14,2.55 +45704,0.56,Premium,I,VVS1,62.4,56.0,1698,5.28,5.24,3.28 +20180,1.72,Very Good,I,SI2,63.4,57.0,8630,7.6,7.58,4.81 +21236,1.19,Ideal,G,VVS2,60.8,55.0,9383,6.91,6.9,4.19 +42105,0.85,Fair,H,I1,71.2,54.0,1274,5.77,5.65,4.07 +10084,1.23,Very Good,H,SI2,63.2,58.0,4711,6.8,6.74,4.28 +25999,4.01,Premium,I,I1,61.0,61.0,15223,10.14,10.1,6.17 +35704,0.3,Ideal,D,VS2,61.4,54.0,911,4.34,4.33,2.66 +13101,0.81,Very Good,D,VVS2,63.9,56.0,5423,5.79,5.91,3.74 +27307,2.09,Premium,H,SI2,60.6,59.0,17805,8.27,8.22,5.0 +8136,1.01,Very Good,E,SI2,62.8,57.0,4355,6.35,6.38,4.0 +29837,0.24,Premium,D,VVS1,61.5,60.0,710,4.0,3.97,2.45 +33787,0.4,Premium,F,VS2,62.1,58.0,842,4.71,4.76,2.94 +8943,1.01,Premium,F,SI2,61.6,58.0,4497,6.45,6.4,3.96 +8297,1.13,Ideal,I,SI2,61.7,57.0,4385,6.7,6.59,4.13 +6402,1.03,Fair,H,SI2,67.0,61.0,4038,6.25,6.17,4.16 +7380,0.9,Good,G,VS1,63.9,57.0,4223,6.08,6.03,3.87 +24482,1.5,Good,E,SI1,64.2,55.0,12754,7.17,7.22,4.62 +40506,0.44,Ideal,G,VVS1,61.3,55.0,1143,4.92,4.94,3.02 +21272,1.2,Ideal,D,VS2,61.4,55.0,9424,6.78,6.87,4.19 +17599,1.48,Premium,I,SI2,61.3,58.0,7086,7.39,7.32,4.51 +24072,2.0,Ideal,E,SI2,62.3,56.0,12210,8.04,7.94,4.98 +1604,0.7,Ideal,F,VS2,62.7,55.0,3011,5.66,5.69,3.56 +45859,0.7,Very Good,G,SI2,63.2,57.0,1715,5.66,5.59,3.55 +43492,0.51,Premium,F,SI1,60.7,58.0,1421,5.14,5.1,3.11 +3694,0.9,Good,H,SI1,62.1,61.0,3447,6.07,6.11,3.78 +32196,0.35,Premium,E,SI1,59.7,60.0,788,4.58,4.53,2.72 +17781,1.32,Ideal,I,SI1,62.0,57.0,7162,6.99,7.04,4.35 +12672,1.23,Premium,J,VS1,60.1,60.0,5304,6.95,6.9,4.16 +12955,1.21,Premium,F,SI2,61.5,61.0,5387,6.82,6.77,4.18 +49537,0.71,Good,F,SI1,64.3,57.0,2125,5.62,5.55,3.59 +22610,1.7,Ideal,I,VS2,61.1,57.0,10662,7.7,7.66,4.69 +4084,0.78,Ideal,F,VS2,62.3,56.0,3531,5.91,5.88,3.67 +6108,1.0,Good,F,SI2,63.7,57.0,3977,6.36,6.32,4.04 +46761,0.5,Very Good,E,VS1,60.9,58.0,1801,5.07,5.11,3.1 +30653,0.4,Ideal,G,SI1,62.7,57.0,736,4.65,4.69,2.93 +26907,2.01,Very Good,I,VS1,59.8,63.0,16914,8.11,8.14,4.86 +21403,1.14,Ideal,E,VS2,62.4,55.0,9516,6.71,6.64,4.17 +16168,1.02,Good,E,VS2,63.2,60.0,6462,6.29,6.34,3.99 +44466,0.5,Premium,D,SI1,62.8,57.0,1593,5.08,5.05,3.18 +31263,0.32,Ideal,H,SI1,60.6,57.0,449,4.4,4.44,2.68 +53483,0.77,Very Good,I,VS1,62.2,59.0,2682,5.83,5.85,3.63 +35466,0.31,Ideal,F,IF,61.7,56.0,901,4.34,4.38,2.69 +10553,1.04,Ideal,H,SI1,59.7,60.0,4812,6.61,6.59,3.94 +4247,0.82,Premium,E,VS2,62.6,60.0,3577,5.97,5.91,3.72 +34997,0.38,Ideal,D,VS1,62.0,57.0,882,4.69,4.7,2.91 +6180,0.91,Good,F,SI1,63.7,58.0,3993,6.1,6.17,3.91 +37190,0.38,Ideal,G,VVS1,62.1,56.0,973,4.61,4.64,2.87 +14038,1.09,Premium,H,SI1,59.5,58.0,5706,6.73,6.71,4.0 +23981,1.52,Ideal,H,VVS2,61.8,58.0,12123,7.41,7.35,4.56 +7182,0.9,Very Good,H,VVS2,62.9,58.0,4186,6.1,6.15,3.85 +27475,2.03,Premium,H,VS2,62.6,59.0,18139,8.1,8.06,5.06 +35776,0.42,Very Good,D,VS1,58.4,61.0,912,4.91,4.95,2.88 +15486,1.33,Very Good,I,VS2,62.5,61.0,6203,6.99,7.02,4.38 +37470,0.42,Ideal,G,VS1,61.8,57.0,984,4.82,4.79,2.97 +17459,1.01,Very Good,F,VS1,63.7,56.0,7001,6.27,6.33,4.01 +35659,0.31,Very Good,G,VVS2,63.2,58.0,907,4.32,4.26,2.71 +7189,0.9,Good,I,VVS1,63.6,58.0,4187,6.1,6.14,3.89 +51876,0.71,Good,I,VVS2,63.1,58.0,2428,5.64,5.71,3.58 +43928,0.3,Ideal,H,SI1,62.2,53.0,514,4.29,4.32,2.68 +29064,0.4,Good,E,SI1,63.9,55.0,687,4.67,4.72,3.0 +21456,1.05,Ideal,G,VVS2,61.4,56.0,9555,6.54,6.59,4.03 +41234,0.44,Ideal,G,VVS1,60.3,57.0,1207,4.92,4.96,2.98 +39504,0.54,Very Good,J,SI1,61.3,55.0,1080,5.23,5.28,3.22 +51840,0.9,Fair,I,SI2,67.7,61.0,2422,6.04,5.86,4.03 +2338,0.74,Ideal,F,VS1,61.7,56.0,3170,5.83,5.78,3.58 +2455,0.73,Ideal,D,SI1,61.8,56.0,3189,5.8,5.76,3.57 +12778,1.22,Very Good,F,SI1,63.5,56.0,5329,6.79,6.75,4.3 +42443,0.5,Premium,E,SI1,62.6,56.0,1314,5.07,5.06,3.17 +6833,1.01,Very Good,F,SI2,62.7,56.0,4121,6.35,6.4,4.0 +35165,0.38,Ideal,F,VS1,60.9,55.0,891,4.69,4.73,2.87 +4137,0.95,Very Good,I,SI1,61.0,61.0,3544,6.29,6.37,3.86 +4774,0.71,Very Good,F,VVS1,61.8,58.0,3692,5.63,5.73,3.51 +24644,1.53,Ideal,D,SI1,61.4,58.0,12981,7.35,7.44,4.54 +2486,0.73,Ideal,D,SI1,62.4,53.0,3195,5.79,5.82,3.62 +9561,1.06,Ideal,H,SI2,60.6,55.0,4622,6.62,6.65,4.02 +24402,1.06,Very Good,E,IF,62.4,55.0,12642,6.5,6.54,4.07 +30122,0.32,Ideal,G,VS2,61.8,57.0,720,4.42,4.38,2.72 +21373,0.34,Very Good,D,SI1,62.0,59.0,626,4.42,4.48,2.76 +46501,0.54,Ideal,E,SI1,61.5,55.0,1778,5.24,5.26,3.23 +36797,0.34,Premium,E,VS2,62.6,58.0,956,4.45,4.43,2.78 +3985,0.9,Good,G,SI1,63.9,60.0,3512,6.1,6.07,3.89 +17555,1.55,Very Good,H,SI1,63.2,57.0,7066,7.35,7.31,4.64 +5155,0.96,Premium,H,SI1,62.7,58.0,3768,6.27,6.24,3.92 +51901,0.7,Very Good,G,VS2,61.3,57.0,2433,5.66,5.7,3.48 +11165,1.14,Premium,H,SI1,62.5,58.0,4948,6.71,6.67,4.18 +19999,1.57,Very Good,J,VS2,62.0,58.0,8538,7.45,7.48,4.63 +28241,0.33,Ideal,G,VS1,62.1,56.0,666,4.4,4.42,2.74 +52170,0.7,Ideal,G,VS1,62.2,55.0,2475,5.69,5.72,3.55 +26190,2.0,Fair,D,SI1,64.8,58.0,15540,7.98,7.89,5.14 +43096,0.62,Premium,G,SI1,59.6,58.0,1382,5.63,5.56,3.34 +12918,1.28,Premium,H,SI2,60.2,60.0,5376,6.97,6.93,4.31 +7802,1.02,Very Good,G,SI2,62.9,59.0,4291,6.38,6.4,4.02 +6605,0.93,Very Good,F,SI1,58.8,60.0,4081,6.37,6.49,3.78 +807,0.84,Premium,F,SI2,62.3,59.0,2863,6.06,6.01,3.76 +37561,0.31,Premium,G,IF,61.0,59.0,988,4.36,4.33,2.65 +12133,1.08,Premium,H,SI1,62.6,58.0,5171,6.56,6.53,4.1 +46117,0.59,Ideal,F,VS2,62.9,55.0,1743,5.39,5.32,3.37 +16381,1.18,Ideal,I,VS1,62.6,55.3,6541,6.73,6.79,4.24 +30893,0.38,Very Good,E,VS2,60.4,58.0,744,4.67,4.7,2.83 +49706,0.6,Ideal,G,VS1,61.1,57.0,2147,5.41,5.45,3.32 +51906,0.73,Ideal,E,SI2,61.0,57.0,2434,5.81,5.87,3.56 +40047,0.38,Ideal,E,VS2,60.1,56.0,1112,4.72,4.69,2.83 +12427,1.03,Very Good,F,SI1,60.6,63.0,5241,6.47,6.5,3.93 +37184,0.46,Fair,I,VS1,65.6,57.0,972,4.85,4.82,3.17 +48380,0.58,Ideal,E,VS1,60.1,57.0,1965,5.41,5.47,3.27 +17037,1.24,Ideal,D,SI1,61.9,56.0,6805,6.9,6.87,4.26 +1076,0.31,Good,H,SI1,63.6,57.0,558,4.31,4.28,2.73 +50511,0.7,Good,I,VS1,64.3,58.0,2271,5.56,5.61,3.59 +28199,0.38,Ideal,G,SI1,62.4,57.0,666,4.62,4.65,2.89 +34604,0.27,Very Good,E,VS1,60.2,58.0,470,4.19,4.22,2.53 +45379,0.72,Very Good,J,SI1,62.7,56.0,1666,5.66,5.72,3.57 +35732,0.3,Ideal,D,VS2,62.5,54.0,911,4.32,4.29,2.69 +52842,0.73,Ideal,I,VVS1,61.9,55.0,2575,5.78,5.82,3.59 +21772,1.23,Ideal,D,VS2,62.3,57.0,9836,6.86,6.82,4.26 +36501,0.41,Very Good,G,VVS1,63.1,57.0,945,4.68,4.73,2.97 +21973,1.83,Premium,I,VS2,60.5,60.0,10043,7.93,7.86,4.78 +31451,0.34,Ideal,G,VS2,61.8,56.0,765,4.52,4.48,2.78 +7560,1.12,Premium,H,SI2,62.4,58.0,4250,6.63,6.58,4.12 +11240,1.55,Good,G,I1,63.6,58.0,4965,7.34,7.29,4.65 +7444,0.9,Good,F,SI1,64.2,56.0,4232,6.02,6.1,3.89 +34346,0.39,Ideal,F,VS2,59.2,58.0,862,4.78,4.81,2.84 +12568,1.02,Very Good,E,SI1,63.2,61.0,5278,6.37,6.31,4.01 +29695,0.31,Very Good,H,VVS1,63.0,58.0,707,4.33,4.37,2.74 +32966,0.32,Premium,H,SI1,62.0,58.0,461,4.38,4.39,2.72 +5803,1.24,Very Good,J,SI2,63.3,60.0,3908,6.83,6.75,4.29 +30768,0.36,Very Good,F,VS2,61.3,59.0,741,4.55,4.6,2.79 +42351,0.39,Ideal,E,VVS2,61.6,56.0,1300,4.69,4.73,2.9 +43236,0.57,Ideal,F,SI2,61.0,56.0,1397,5.37,5.32,3.26 +32083,0.33,Ideal,D,VS2,62.3,57.0,781,4.41,4.45,2.76 +47723,0.52,Ideal,E,VS2,61.7,56.0,1888,5.16,5.21,3.2 +46125,0.55,Very Good,E,VS2,62.1,60.0,1744,5.19,5.24,3.24 +21393,1.73,Very Good,J,VS2,60.9,59.0,9510,7.72,7.76,4.71 +34342,0.3,Ideal,E,VVS1,62.1,57.0,862,4.27,4.3,2.66 +10398,0.31,Premium,G,SI1,62.6,58.0,593,4.34,4.29,2.7 +12287,1.15,Ideal,I,SI2,61.3,57.0,5216,6.78,6.71,4.13 +10342,1.03,Very Good,G,SI2,63.9,59.0,4769,6.33,6.39,4.07 +41373,0.51,Very Good,G,SI1,60.3,61.0,1220,5.12,5.19,3.11 +665,1.01,Good,H,I1,64.2,61.0,2846,6.25,6.18,3.99 +48536,0.46,Ideal,G,IF,61.7,56.0,1987,4.97,5.01,3.08 +27260,2.01,Very Good,E,SI1,62.7,57.0,17676,8.03,8.11,5.06 +46990,0.57,Good,G,VS2,58.2,66.0,1816,5.34,5.45,3.14 +16605,1.01,Very Good,G,VS1,64.4,59.0,6632,6.26,6.31,4.05 +8554,1.01,Premium,E,SI2,62.5,60.0,4434,6.42,6.39,4.0 +36098,0.32,Premium,F,VVS1,61.3,58.0,926,4.37,4.4,2.69 +32212,0.31,Ideal,E,VVS2,61.5,59.0,789,4.36,4.39,2.69 +29505,0.4,Premium,G,SI1,62.0,59.0,702,4.7,4.72,2.92 +51792,0.7,Very Good,I,VVS2,63.3,55.0,2415,5.67,5.61,3.57 +48120,0.7,Ideal,J,SI1,62.6,56.0,1937,5.66,5.68,3.55 +28960,0.31,Very Good,I,VS2,60.8,60.0,435,4.37,4.42,2.67 +35928,0.43,Premium,D,SI2,62.6,58.0,919,4.82,4.79,3.01 +33625,0.33,Ideal,I,SI1,61.0,57.0,463,4.45,4.47,2.72 +22553,1.52,Ideal,H,SI1,61.5,58.0,10589,7.4,7.36,4.54 +44777,0.56,Ideal,I,VVS1,61.1,55.0,1622,5.33,5.35,3.26 +39104,0.41,Premium,I,VVS2,62.4,60.0,1061,4.73,4.7,2.94 +39401,0.41,Premium,G,VVS2,61.4,58.0,1076,4.8,4.75,2.93 +15183,1.0,Very Good,F,VS1,58.1,62.0,6098,6.57,6.62,3.83 +32168,0.41,Ideal,H,SI2,60.8,57.0,787,4.84,4.8,2.93 +7708,1.04,Premium,G,SI2,62.9,58.0,4277,6.47,6.43,4.06 +42600,0.5,Good,E,SI1,58.5,59.0,1331,5.2,5.23,3.05 +9614,1.0,Good,J,VVS1,63.5,59.0,4633,6.29,6.34,4.01 +32816,0.34,Ideal,E,VS1,61.2,57.0,805,4.45,4.5,2.74 +51339,0.52,Ideal,D,VVS2,62.3,56.0,2362,5.12,5.15,3.2 +37740,0.46,Ideal,I,VS1,62.0,54.0,997,4.97,4.99,3.09 +48013,0.53,Ideal,H,IF,62.0,54.0,1920,5.19,5.23,3.23 +24108,1.51,Premium,D,SI1,61.1,60.0,12261,7.37,7.32,4.49 +20028,0.3,Very Good,E,SI2,61.9,58.0,421,4.28,4.31,2.66 +19631,1.03,Ideal,G,VVS1,62.0,56.0,8248,6.5,6.54,4.04 +36832,0.3,Ideal,E,IF,61.1,57.0,957,4.31,4.33,2.64 +42973,0.41,Ideal,E,VVS1,61.7,56.0,1367,4.78,4.82,2.96 +27579,1.54,Ideal,F,VS1,60.3,57.0,18416,7.49,7.56,4.54 +9693,0.32,Ideal,D,SI1,62.0,57.0,589,4.37,4.4,2.72 +41859,0.46,Very Good,E,VS1,62.9,52.0,1257,4.9,4.95,3.1 +45896,0.52,Ideal,D,SI1,60.9,57.0,1720,5.21,5.17,3.16 +5485,0.9,Very Good,G,SI1,61.3,60.0,3841,6.14,6.17,3.77 +49727,0.7,Fair,H,VS1,64.9,56.0,2152,5.68,5.56,3.65 +43988,0.28,Good,G,VS2,61.8,61.0,394,4.2,4.21,2.6 +2079,0.7,Very Good,E,VS1,62.0,60.0,3109,5.61,5.64,3.49 +15819,1.0,Premium,F,VS2,62.8,59.0,6328,6.35,6.32,3.98 +37508,0.49,Very Good,F,SI1,62.3,57.0,985,5.05,5.07,3.15 +39469,0.41,Ideal,E,VS1,61.8,57.0,1079,4.76,4.79,2.95 +51589,0.73,Premium,F,SI2,58.3,58.0,2393,5.95,5.91,3.46 +42182,0.5,Premium,G,SI1,62.6,56.0,1286,5.1,5.06,3.18 +13174,1.31,Premium,J,SI1,59.4,60.0,5446,7.06,7.12,4.21 +14648,1.05,Ideal,D,SI1,62.8,57.0,5914,6.46,6.48,4.06 +18422,1.52,Ideal,J,SI1,61.9,57.0,7491,7.37,7.33,4.55 +22356,0.31,Premium,H,VS2,62.5,54.0,628,4.39,4.35,2.73 +19004,1.11,Ideal,F,VS2,61.9,55.0,7823,6.62,6.66,4.11 +34556,0.4,Ideal,G,SI2,60.6,56.0,870,4.82,4.76,2.91 +53001,0.7,Ideal,F,SI1,61.4,57.0,2596,5.69,5.67,3.49 +10362,1.15,Premium,H,SI1,60.2,60.0,4772,6.87,6.78,4.11 +30340,0.34,Ideal,F,SI1,63.0,54.0,727,4.5,4.48,2.83 +1739,0.32,Ideal,H,VS1,61.9,55.0,561,4.4,4.42,2.73 +24684,2.0,Very Good,J,VS2,60.8,62.0,13043,8.09,8.12,4.93 +52953,0.24,Very Good,D,VVS2,62.4,58.0,552,3.94,4.01,2.48 +31764,0.35,Ideal,H,VVS1,60.9,57.0,773,4.55,4.58,2.78 +43877,0.52,Premium,F,VS2,60.2,59.0,1451,5.19,5.21,3.13 +39999,0.41,Ideal,F,VS2,60.9,57.0,1107,4.78,4.74,2.9 +21982,1.52,Very Good,I,VS2,62.3,58.0,10051,7.32,7.28,4.55 +17340,1.23,Premium,H,VS2,62.4,61.0,6957,6.85,6.8,4.26 +33669,0.34,Ideal,E,VVS2,62.3,57.0,835,4.44,4.48,2.78 +33906,0.3,Premium,E,VS2,62.0,58.0,844,4.29,4.26,2.65 +33965,0.35,Very Good,D,VS1,59.9,56.0,846,4.61,4.64,2.77 +14815,1.12,Very Good,D,SI1,62.2,59.0,5966,6.65,6.67,4.14 +49155,0.59,Ideal,G,VVS2,62.2,56.0,2070,5.4,5.37,3.35 +27520,1.7,Premium,F,VS2,62.8,58.0,18251,7.61,7.54,4.76 +40959,0.42,Premium,G,VVS1,62.7,58.0,1179,4.74,4.79,2.99 +15358,1.01,Premium,F,VS2,63.0,58.0,6165,6.4,6.34,4.01 +13523,1.01,Good,D,SI1,65.1,57.0,5544,6.3,6.32,4.11 +4541,1.0,Premium,H,SI2,59.6,62.0,3640,6.52,6.41,3.85 +50411,1.01,Premium,F,I1,62.6,57.0,2257,6.42,6.3,3.99 +4973,0.73,Ideal,D,VS2,62.6,55.0,3735,5.71,5.76,3.59 +46832,0.54,Ideal,G,VS1,61.7,56.0,1809,5.22,5.25,3.23 +49782,0.61,Ideal,E,VS1,61.6,57.0,2161,5.42,5.45,3.35 +5970,0.9,Very Good,F,SI1,63.7,58.0,3950,6.05,6.1,3.87 +33020,0.33,Ideal,E,VVS2,61.2,56.0,814,4.46,4.5,2.74 +22015,1.5,Ideal,I,VS1,61.3,57.0,10080,7.35,7.32,4.5 +39244,0.51,Very Good,I,VS2,60.3,63.0,1068,5.16,5.13,3.1 +38738,0.32,Ideal,E,VVS1,62.5,56.0,1044,4.42,4.38,2.75 +32483,0.3,Ideal,G,VS1,61.8,56.0,795,4.32,4.35,2.68 +12084,0.9,Very Good,F,VS2,62.7,58.0,5160,6.12,6.19,3.86 +36507,0.36,Good,F,VS1,63.6,60.0,945,4.52,4.47,2.86 +50677,0.5,Ideal,G,IF,60.8,54.0,2287,5.19,5.2,3.16 +18853,1.2,Premium,G,VS2,62.1,61.0,7728,6.74,6.68,4.17 +32120,0.34,Very Good,E,VS1,62.3,53.0,784,4.47,4.52,2.8 +6793,0.7,Ideal,F,VVS2,61.2,56.0,4114,5.73,5.78,3.52 +24033,0.4,Ideal,J,VS1,61.5,58.0,633,4.73,4.76,2.92 +46469,0.63,Premium,E,SI2,58.5,61.0,1775,5.64,5.58,3.28 +39842,0.5,Fair,E,SI1,66.5,58.0,1098,4.87,4.9,3.25 +45116,0.71,Good,I,SI1,63.6,63.0,1651,5.61,5.64,3.58 +5542,0.71,Ideal,D,VVS2,61.3,57.0,3856,5.7,5.81,3.53 +40266,0.33,Very Good,G,SI1,59.8,58.0,492,4.52,4.54,2.71 +49999,0.58,Premium,D,VS1,61.4,58.0,2192,5.37,5.34,3.29 +28413,0.29,Ideal,E,VVS2,62.0,55.0,669,4.25,4.27,2.64 +6607,0.91,Very Good,F,SI2,60.6,56.0,4081,6.27,6.3,3.81 +20984,1.63,Very Good,I,SI1,61.9,60.0,9199,7.51,7.55,4.66 +4406,0.31,Good,I,VVS1,63.1,59.0,571,4.25,4.31,2.7 +9053,0.34,Premium,I,SI1,60.4,56.0,589,4.56,4.54,2.75 +24789,1.52,Very Good,G,VS2,61.9,56.0,13161,7.28,7.39,4.54 +29405,0.33,Ideal,G,VS1,61.5,56.0,699,4.45,4.48,2.74 +46433,0.62,Premium,G,VS1,62.9,58.0,1770,5.41,5.37,3.39 +37400,0.37,Ideal,D,VVS2,60.5,57.0,983,4.65,4.68,2.82 +41258,0.3,Very Good,F,SI1,62.1,61.0,500,4.25,4.29,2.65 +23248,1.51,Premium,G,SI1,62.6,58.0,11255,7.3,7.27,4.56 +11010,1.1,Premium,H,SI1,63.0,58.0,4916,6.6,6.55,4.14 +17323,1.28,Premium,H,SI1,62.3,58.0,6946,7.0,6.94,4.34 +39834,0.5,Very Good,E,SI2,63.0,57.0,1098,5.01,5.05,3.17 +20428,2.01,Good,I,SI2,63.8,57.0,8780,8.0,7.95,5.1 +35479,0.39,Ideal,F,VS1,61.6,57.0,902,4.7,4.72,2.9 +32010,0.31,Very Good,F,VVS1,59.2,62.0,777,4.34,4.41,2.59 +37723,0.34,Ideal,G,VVS2,62.1,55.0,995,4.48,4.44,2.77 +31473,0.34,Ideal,H,VS1,62.7,55.0,765,4.51,4.48,2.82 +42920,0.53,Ideal,F,SI1,62.9,57.0,1363,5.18,5.15,3.25 +10214,1.16,Ideal,I,SI1,61.5,60.0,4742,6.76,6.71,4.14 +12179,1.02,Premium,E,SI1,61.5,58.0,5183,6.46,6.51,3.99 +29304,0.3,Ideal,I,VS2,62.0,55.0,438,4.3,4.35,2.68 +12566,1.1,Ideal,H,SI1,61.6,57.0,5278,6.63,6.61,4.08 +39786,0.58,Very Good,J,SI1,62.1,57.0,1095,5.35,5.41,3.34 +13314,1.03,Very Good,D,SI1,62.6,58.0,5498,6.44,6.49,4.05 +12569,1.2,Premium,G,SI2,59.2,60.0,5278,6.92,6.9,4.09 +28534,0.33,Ideal,I,IF,61.1,56.0,675,4.45,4.49,2.73 +9825,1.01,Very Good,G,SI1,63.4,58.0,4672,6.33,6.28,4.0 +44725,0.53,Ideal,G,VS1,61.5,57.0,1615,5.26,5.21,3.22 +26987,1.7,Very Good,G,VVS2,61.5,60.0,17073,7.59,7.64,4.68 +50172,0.71,Very Good,I,VS2,61.4,56.0,2219,5.73,5.79,3.53 +11386,0.34,Ideal,E,SI1,61.0,57.0,596,4.48,4.51,2.74 +285,1.0,Premium,I,SI2,58.2,60.0,2795,6.61,6.55,3.83 +33080,0.47,Premium,I,SI2,61.5,62.0,814,5.01,4.95,3.06 +29576,0.41,Ideal,E,SI1,61.8,56.0,705,4.77,4.78,2.95 +5263,0.9,Ideal,H,SI2,62.3,57.0,3794,6.16,6.19,3.85 +14546,1.07,Ideal,D,SI1,61.8,55.0,5872,6.59,6.54,4.06 +3434,0.72,Ideal,E,VS2,61.5,56.0,3385,5.71,5.77,3.53 +48575,0.53,Ideal,G,VVS2,61.7,54.5,1993,5.2,5.26,3.23 +46078,0.52,Ideal,G,VS2,61.3,56.0,1737,5.18,5.21,3.18 +26905,2.26,Ideal,I,SI1,62.4,57.0,16904,8.43,8.37,5.24 +49061,0.7,Very Good,I,SI1,59.4,62.0,2058,5.77,5.82,3.44 +9830,1.01,Premium,G,SI1,62.5,60.0,4672,6.39,6.34,3.98 +52819,0.71,Very Good,E,SI1,62.9,57.0,2573,5.66,5.7,3.57 +44483,0.55,Ideal,E,VS2,59.8,57.0,1596,5.3,5.34,3.18 +33683,0.31,Ideal,I,IF,61.3,57.0,837,4.4,4.34,2.68 +50002,0.76,Fair,H,SI1,65.5,59.0,2193,5.75,5.66,3.74 +29359,0.31,Premium,G,VS2,61.7,59.0,698,4.34,4.31,2.67 +4920,0.9,Fair,H,VS2,64.6,54.0,3725,6.09,6.14,3.95 +11548,1.0,Very Good,F,SI1,63.8,56.0,5030,6.25,6.29,4.0 +43687,0.5,Good,D,SI1,63.3,56.0,1436,5.07,5.1,3.22 +46968,0.32,Ideal,H,VS2,61.7,57.0,529,4.38,4.4,2.71 +10321,1.07,Ideal,I,VS2,62.1,56.0,4764,6.61,6.53,4.08 +11472,1.03,Ideal,D,SI2,61.8,54.0,5013,6.46,6.52,4.01 +38087,0.3,Ideal,F,IF,62.0,56.0,1013,4.34,4.3,2.68 +52971,0.4,Ideal,J,SI1,62.2,57.0,552,4.71,4.74,2.94 +51079,0.54,Ideal,F,VVS2,61.2,55.0,2333,5.27,5.25,3.22 +1833,0.7,Very Good,E,VS1,61.1,55.0,3061,5.72,5.77,3.51 +43210,0.73,Premium,G,I1,62.5,58.0,1395,5.82,5.74,3.61 +14113,1.4,Premium,G,SI2,60.6,58.0,5723,7.26,7.22,4.39 +30481,0.31,Ideal,D,SI1,61.2,55.0,732,4.49,4.37,2.71 +51101,0.56,Very Good,G,VVS2,62.1,55.6,2336,5.29,5.31,3.29 +1143,0.71,Very Good,E,VS2,63.3,59.0,2922,5.62,5.66,3.57 +39784,0.36,Ideal,D,VS2,61.1,57.0,1094,4.62,4.58,2.81 +2976,0.71,Ideal,G,VS2,61.8,56.0,3299,5.68,5.72,3.52 +11430,1.16,Premium,I,SI1,61.5,57.0,5002,6.79,6.73,4.16 +18188,1.2,Ideal,G,SI1,61.6,57.0,7372,6.85,6.88,4.23 +24237,1.51,Premium,G,VS2,60.7,60.0,12437,7.36,7.4,4.48 +19789,1.06,Ideal,G,VVS2,61.7,56.0,8358,6.59,6.56,4.06 +10875,1.05,Good,E,SI1,64.2,61.0,4878,6.33,6.41,4.09 +21383,0.34,Very Good,D,SI1,62.8,55.0,626,4.45,4.5,2.81 +12669,1.01,Premium,H,VS2,61.5,59.0,5303,6.48,6.49,3.99 +23395,0.36,Very Good,E,VS2,59.9,55.0,631,4.66,4.69,2.8 +46093,0.96,Fair,H,I1,69.2,56.0,1739,5.97,5.83,4.08 +17934,1.16,Ideal,G,VS2,61.7,57.0,7243,6.8,6.72,4.17 +22257,1.4,Ideal,G,VS2,61.7,56.0,10311,7.2,7.25,4.46 +52333,0.56,Premium,E,VVS2,59.2,56.0,2496,5.49,5.39,3.22 +43337,0.55,Good,E,SI1,63.1,58.0,1406,5.2,5.23,3.29 +44440,0.51,Very Good,E,VS2,63.0,59.0,1590,5.05,5.08,3.19 +15851,1.35,Premium,I,SI1,62.1,58.0,6340,7.07,7.0,4.37 +35977,0.42,Very Good,G,VS1,62.4,59.0,921,4.78,4.8,2.99 +11880,1.21,Very Good,I,SI2,62.0,56.0,5111,6.79,6.86,4.23 +1958,0.74,Ideal,D,VS2,61.9,56.0,3087,5.84,5.79,3.6 +52143,0.78,Premium,F,SI1,62.3,57.0,2469,5.86,5.85,3.65 +35211,0.33,Ideal,I,IF,62.2,56.0,891,4.45,4.42,2.76 +30656,0.31,Very Good,D,VS1,62.3,56.0,736,4.33,4.37,2.71 +8149,1.01,Premium,I,SI1,61.9,58.0,4355,6.48,6.42,3.99 +1408,0.41,Ideal,I,SI1,61.7,55.0,561,4.77,4.8,2.95 +53059,0.92,Premium,F,I1,60.7,58.0,2607,6.29,6.26,3.81 +15351,1.27,Very Good,H,SI1,63.2,56.0,6162,6.92,6.88,4.36 +34985,0.34,Premium,F,VS2,62.6,59.0,880,4.48,4.44,2.79 +44263,0.52,Ideal,H,VS1,62.0,55.4,1575,5.16,5.21,3.21 +5228,0.92,Good,I,VS2,59.6,61.0,3785,6.28,6.34,3.76 +3794,0.71,Very Good,E,VS1,62.6,59.0,3464,5.68,5.76,3.58 +6759,0.91,Very Good,G,VS2,64.0,56.6,4105,6.09,6.15,3.92 +7239,1.13,Very Good,I,SI2,59.9,57.0,4195,6.76,6.8,4.06 +15543,1.03,Ideal,G,VS2,60.3,56.0,6229,6.59,6.55,3.96 +19389,1.09,Premium,F,VS1,60.9,58.0,8057,6.63,6.67,4.05 +22025,0.32,Ideal,G,VS1,61.4,56.0,628,4.42,4.47,2.73 +35289,0.3,Very Good,H,VS2,60.9,61.0,473,4.32,4.35,2.64 +4666,0.85,Ideal,G,SI1,62.2,56.0,3670,6.04,6.09,3.77 +45980,0.3,Premium,E,SI1,61.3,60.0,526,4.27,4.31,2.63 +53671,0.84,Ideal,J,VS2,61.1,57.0,2709,6.09,6.12,3.73 +38343,0.32,Ideal,G,IF,62.9,55.0,1020,4.41,4.37,2.76 +37551,0.31,Ideal,E,VVS1,61.7,56.0,988,4.36,4.33,2.68 +4310,0.74,Ideal,F,VS1,62.0,57.0,3593,5.81,5.78,3.6 +50401,0.71,Ideal,I,SI1,61.4,56.0,2255,5.73,5.77,3.53 +49256,0.51,Premium,D,VVS2,61.6,59.0,2087,5.12,5.08,3.14 +5434,0.79,Very Good,E,VS1,62.2,55.0,3827,5.95,6.01,3.72 +26787,2.03,Premium,E,SI1,62.9,57.0,16629,8.04,7.98,5.04 +28438,0.43,Ideal,I,SI1,62.2,54.0,670,4.84,4.87,3.02 +16628,1.02,Ideal,G,VS2,61.7,56.0,6648,6.44,6.52,4.0 +14093,1.19,Ideal,E,SI2,60.2,57.0,5717,6.84,6.87,4.13 +27114,1.86,Very Good,H,VVS2,58.6,62.0,17267,8.07,8.14,4.75 +48922,0.7,Very Good,H,VS2,61.8,58.0,2042,5.66,5.73,3.52 +41303,0.56,Ideal,F,SI2,61.9,55.0,1212,5.27,5.31,3.28 +31878,0.3,Ideal,H,VVS2,62.2,57.0,776,4.29,4.26,2.66 +46984,0.59,Ideal,D,SI1,61.0,57.0,1816,5.43,5.46,3.32 +47215,0.5,Very Good,H,VVS1,63.5,58.0,1838,5.03,4.98,3.18 +10049,0.31,Ideal,I,SI1,62.2,56.0,418,4.34,4.37,2.71 +47522,0.54,Ideal,G,VVS2,62.2,55.0,1868,5.22,5.27,3.26 +44340,0.24,Very Good,E,VVS1,60.3,61.0,521,4.03,4.06,2.44 +19566,1.51,Ideal,I,SI1,62.7,57.0,8193,7.35,7.3,4.59 +2907,0.8,Good,G,VS1,63.2,60.1,3283,5.77,5.85,3.67 +41683,0.54,Ideal,H,SI1,61.0,56.0,1240,5.28,5.24,3.21 +43969,0.23,Very Good,E,VVS1,62.9,59.0,518,3.9,3.95,2.47 +25062,2.22,Very Good,J,SI2,62.8,57.0,13579,8.29,8.33,5.22 +37514,0.42,Ideal,F,VS1,60.6,56.0,985,4.87,4.83,2.94 +30985,0.37,Premium,G,VS1,61.4,58.0,746,4.58,4.61,2.82 +21108,1.5,Good,I,VS1,61.2,62.0,9278,7.26,7.32,4.46 +4213,0.9,Good,D,SI1,61.9,64.0,3567,6.0,6.09,3.74 +20645,1.5,Very Good,H,VS2,61.5,57.0,8936,7.32,7.37,4.52 +8849,1.01,Fair,E,SI1,65.1,61.0,4480,6.27,6.24,4.07 +20353,1.55,Premium,J,VS1,62.6,59.0,8749,7.4,7.35,4.62 +19359,0.27,Ideal,D,VVS1,62.2,56.0,622,4.12,4.15,2.57 +26915,2.13,Premium,G,SI2,60.7,60.0,16931,8.37,8.27,5.05 +39306,0.38,Ideal,H,VVS1,60.7,56.0,1069,4.75,4.74,2.88 +11003,1.17,Premium,H,SI2,62.7,56.0,4914,6.74,6.68,4.21 +35062,0.34,Ideal,D,VVS2,61.2,56.0,885,4.5,4.52,2.76 +6583,1.03,Premium,H,SI2,60.7,59.0,4078,6.48,6.54,3.95 +24448,2.12,Ideal,D,SI2,62.9,55.0,12707,8.17,8.14,5.13 +26411,2.14,Very Good,I,VS2,62.8,59.0,15931,8.16,8.21,5.14 +13467,0.91,Very Good,E,VS1,61.8,60.0,5530,6.17,6.2,3.82 +43550,0.52,Very Good,D,SI1,61.6,58.0,1429,5.14,5.22,3.19 +32136,0.3,Ideal,E,VVS2,60.9,57.0,786,4.32,4.35,2.64 +43964,0.26,Good,F,VVS2,60.4,61.0,517,4.13,4.18,2.51 +48811,0.76,Ideal,J,VS2,61.8,54.0,2026,5.87,5.91,3.64 +1838,0.71,Fair,G,VVS1,62.8,57.0,3062,5.67,5.57,3.53 +26444,2.0,Very Good,H,SI1,63.2,58.0,15984,7.95,7.93,5.02 +21961,1.66,Premium,G,SI2,59.1,58.0,10030,7.77,7.69,4.57 +4969,0.9,Good,H,SI1,58.9,61.0,3734,6.27,6.36,3.72 +38513,0.46,Very Good,E,SI1,59.3,63.0,1032,5.09,5.02,3.0 +42094,0.45,Very Good,H,VVS1,62.3,57.0,1274,4.9,4.93,3.06 +26874,1.75,Ideal,G,VS2,62.1,57.0,16803,7.73,7.69,4.79 +26998,2.02,Premium,G,SI2,60.1,59.0,17099,8.29,8.21,4.96 +44433,0.61,Very Good,H,VS2,63.3,57.5,1590,5.38,5.4,3.41 +42779,0.48,Very Good,E,SI1,62.7,58.5,1349,4.99,5.01,3.14 +32351,0.3,Premium,E,VVS2,61.8,58.0,789,4.26,4.29,2.64 +12425,1.07,Ideal,F,SI2,61.5,55.0,5240,6.56,6.62,4.05 +13519,1.0,Good,G,VS2,62.9,56.0,5544,6.33,6.39,4.0 +42055,0.38,Ideal,D,VVS1,60.7,57.0,1270,4.69,4.74,2.86 +39441,0.41,Ideal,D,VS2,61.6,55.0,1076,4.77,4.74,2.93 +24999,1.51,Good,G,VS1,62.4,59.0,13515,7.25,7.28,4.53 +17676,1.01,Premium,F,VS1,61.3,58.0,7127,6.52,6.44,3.97 +18599,1.0,Premium,E,VS1,61.1,60.0,7588,6.43,6.41,3.92 +39927,0.42,Ideal,E,VS1,61.6,57.0,1105,4.8,4.84,2.97 +26499,1.52,Ideal,G,VVS1,62.4,55.0,16104,7.39,7.3,4.58 +2283,0.9,Very Good,H,SI2,62.8,57.0,3160,6.15,6.2,3.88 +22626,1.75,Very Good,J,VS1,61.5,59.0,10681,7.75,7.83,4.79 +8438,0.7,Good,D,VVS1,61.0,61.0,4407,5.69,5.72,3.48 +75,0.3,Good,H,SI1,63.7,57.0,554,4.28,4.26,2.72 +33871,0.3,Ideal,E,VS2,61.2,55.0,844,4.35,4.31,2.65 +30134,0.32,Premium,G,VS2,61.5,60.0,720,4.39,4.36,2.69 +11345,1.01,Good,F,SI1,57.8,58.0,4989,6.65,6.6,3.83 +40598,0.34,Fair,J,SI1,64.5,57.0,497,4.38,4.36,2.82 +7696,1.0,Good,H,SI1,64.9,56.0,4276,6.24,6.31,4.07 +13287,1.0,Premium,D,SI1,62.1,58.0,5488,6.45,6.34,3.97 +357,0.57,Fair,E,VVS1,58.7,66.0,2805,5.34,5.43,3.16 +14630,1.03,Premium,E,VS2,61.3,61.0,5906,6.53,6.46,3.98 +19333,1.38,Ideal,H,VS1,63.6,56.0,8037,7.05,7.0,4.47 +2972,0.91,Very Good,J,VS2,62.6,55.0,3299,6.17,6.19,3.87 +36121,0.36,Ideal,E,VVS2,61.8,54.0,928,4.6,4.62,2.85 +4258,0.9,Very Good,I,SI1,62.3,58.0,3580,6.12,6.17,3.83 +52448,0.78,Very Good,F,SI2,63.0,57.0,2515,5.85,5.9,3.7 +33854,0.3,Premium,E,VS2,62.1,58.0,844,4.31,4.29,2.67 +40609,0.23,Ideal,F,VS2,61.9,55.0,498,3.94,3.97,2.45 +31966,0.26,Very Good,E,VS2,60.4,58.0,452,4.15,4.19,2.52 +13857,1.0,Premium,F,SI1,61.9,60.0,5645,6.39,6.34,3.94 +31406,0.3,Ideal,G,VVS1,61.7,57.0,764,4.31,4.35,2.67 +11841,1.22,Ideal,H,SI2,61.0,57.0,5099,6.89,6.95,4.22 +19324,1.51,Premium,H,SI2,61.4,60.0,8033,7.37,7.31,4.51 +16033,0.3,Premium,I,VS1,62.0,58.0,608,4.3,4.25,2.65 +37423,0.33,Ideal,G,IF,61.8,55.0,984,4.45,4.48,2.76 +39899,0.42,Ideal,D,VS2,61.8,56.0,1103,4.84,4.8,2.98 +7021,1.12,Premium,G,SI2,61.2,58.0,4158,6.69,6.67,4.09 +10219,1.15,Very Good,H,SI2,62.0,58.0,4743,6.66,6.7,4.14 +5322,0.9,Good,D,SI2,63.8,58.0,3806,6.09,6.13,3.9 +13405,0.32,Premium,F,VS2,59.5,60.0,602,4.46,4.48,2.66 +16573,1.01,Premium,G,VS1,62.6,59.0,6618,6.46,6.38,4.02 +1206,0.82,Ideal,E,SI2,62.1,56.0,2937,6.01,5.98,3.72 +30665,0.4,Very Good,E,SI1,62.0,55.0,737,4.68,4.74,2.92 +540,0.7,Ideal,H,VVS1,61.6,57.0,2827,5.69,5.74,3.52 +43885,0.54,Ideal,H,VS2,61.6,55.0,1453,5.23,5.25,3.23 +17638,1.51,Ideal,G,SI2,61.8,57.0,7103,7.37,7.31,4.54 +14988,1.0,Premium,F,VS2,58.7,62.0,6037,6.6,6.51,3.85 +37722,0.34,Ideal,G,VVS2,61.9,57.0,995,4.48,4.44,2.76 +41700,0.41,Premium,E,VVS1,61.2,62.0,1241,4.78,4.76,2.92 +31308,0.32,Ideal,D,VS2,62.6,57.0,758,4.37,4.41,2.75 +50303,0.27,Very Good,D,VVS1,61.0,61.0,544,4.14,4.15,2.53 +20187,1.22,Very Good,G,VS1,62.2,58.0,8633,6.75,6.81,4.22 +18563,1.17,Premium,F,VS2,62.4,56.0,7568,6.76,6.71,4.2 +9955,1.09,Good,F,SI2,60.3,61.0,4698,6.64,6.69,4.02 +29363,0.31,Premium,G,VS2,61.2,58.0,698,4.37,4.32,2.66 +23715,0.25,Very Good,F,VVS2,62.2,57.0,633,4.01,4.04,2.5 +26274,1.7,Ideal,G,VS2,62.9,55.0,15756,7.66,7.6,4.8 +21300,1.01,Good,F,IF,62.7,59.0,9451,6.3,6.42,3.99 +27386,0.41,Ideal,J,VS1,62.1,56.0,647,4.75,4.79,2.96 +42735,0.51,Ideal,E,SI1,61.1,56.0,1343,5.17,5.2,3.17 +43978,0.29,Premium,F,SI1,62.4,58.0,518,4.26,4.24,2.65 +26394,2.03,Good,J,VVS2,63.2,60.0,15898,7.88,7.94,5.0 +17295,1.05,Premium,E,VS2,62.1,58.0,6930,6.5,6.54,4.05 +35565,0.35,Ideal,G,VS1,61.9,55.0,906,4.53,4.52,2.8 +18287,1.03,Ideal,F,VS1,60.7,56.0,7429,6.6,6.54,3.99 +51904,0.73,Very Good,G,SI1,60.8,56.0,2434,5.82,5.85,3.55 +39982,0.41,Premium,I,VVS1,61.5,59.0,1107,4.81,4.75,2.94 +39584,0.37,Premium,G,VVS2,59.1,60.0,1082,4.71,4.69,2.78 +26631,2.22,Good,I,SI2,63.2,57.0,16398,8.23,8.28,5.22 +18012,0.9,Ideal,E,VVS2,62.8,54.0,7286,6.11,6.21,3.87 +47038,0.55,Ideal,D,SI1,60.6,56.0,1819,5.32,5.27,3.21 +6753,1.09,Premium,E,SI2,60.1,62.0,4102,6.72,6.6,4.0 +10043,0.26,Very Good,G,VS1,62.1,56.0,418,4.07,4.11,2.54 +1734,0.32,Premium,G,VS2,61.7,60.0,561,4.32,4.4,2.69 +21145,1.51,Good,F,SI2,63.4,57.0,9301,7.25,7.29,4.61 +51509,0.55,Ideal,G,IF,61.1,57.0,2383,5.26,5.31,3.23 +52826,0.7,Good,F,SI1,58.7,64.0,2573,5.77,5.78,3.39 +8303,1.0,Good,F,SI2,60.2,65.0,4386,6.38,6.41,3.85 +15064,1.22,Ideal,J,VS2,61.0,55.0,6052,6.92,6.96,4.23 +28746,0.31,Ideal,E,VS2,61.3,56.0,680,4.34,4.37,2.67 +53346,0.7,Ideal,E,SI1,61.4,57.0,2656,5.71,5.75,3.52 +27340,2.02,Premium,I,VS2,59.0,59.0,17893,8.34,8.27,4.9 +26204,1.5,Ideal,F,VS2,61.9,56.0,15584,7.33,7.31,4.53 +41736,0.41,Ideal,E,VVS2,61.9,56.0,1243,4.78,4.75,2.95 +13634,1.03,Premium,H,VS2,61.0,58.0,5579,6.53,6.46,3.96 +19949,1.66,Good,J,VS2,64.4,54.0,8496,7.45,7.54,4.83 +588,0.72,Ideal,E,SI1,61.0,57.0,2835,5.78,5.8,3.53 +31625,0.3,Ideal,H,SI1,62.2,57.0,450,4.26,4.29,2.66 +10974,1.02,Premium,D,SI2,62.5,59.0,4907,6.43,6.38,4.0 +10806,1.15,Premium,G,SI1,62.0,58.0,4863,6.77,6.68,4.17 +38638,0.31,Very Good,H,VS2,60.5,63.0,489,4.33,4.37,2.63 +31459,0.4,Premium,J,VS2,60.9,62.0,765,4.76,4.73,2.89 +46441,0.6,Very Good,F,VS2,62.1,57.0,1772,5.37,5.39,3.34 +44805,0.5,Premium,G,VS1,62.2,59.0,1624,5.04,5.09,3.15 +45283,0.56,Ideal,G,VS2,59.6,57.0,1662,5.37,5.39,3.21 +51009,0.74,Very Good,I,VS2,60.8,59.0,2327,5.83,5.85,3.55 +9969,1.25,Very Good,J,SI1,62.5,57.0,4702,6.83,6.86,4.28 +26993,2.0,Very Good,I,VS2,63.1,60.0,17084,7.95,7.99,5.03 +37124,0.44,Very Good,E,SI1,63.4,57.0,970,4.85,4.81,3.06 +6796,0.91,Fair,H,VVS1,56.5,67.0,4115,6.38,6.4,3.61 +18707,0.27,Very Good,E,VVS2,62.0,59.0,620,4.14,4.18,2.58 +53189,0.57,Ideal,E,VVS1,62.3,53.5,2632,5.29,5.33,3.31 +30434,0.32,Ideal,G,VVS1,61.7,56.0,730,4.37,4.41,2.71 +3036,0.31,Ideal,G,VVS2,62.2,55.0,565,4.32,4.36,2.7 +41475,0.5,Very Good,D,SI1,62.5,58.0,1231,5.06,4.98,3.14 +36460,0.31,Ideal,D,VS2,62.7,55.0,942,4.34,4.31,2.71 +42876,0.45,Premium,D,VS1,60.6,59.0,1358,4.98,4.96,3.01 +16130,1.02,Very Good,D,VS2,63.9,59.0,6447,6.29,6.33,4.03 +40043,0.7,Good,I,I1,63.9,62.0,1111,5.62,5.57,3.58 +9556,1.1,Ideal,H,SI2,62.0,55.0,4620,6.62,6.6,4.1 +38338,0.32,Ideal,G,IF,60.5,57.0,1020,4.44,4.42,2.68 +26089,2.31,Premium,J,SI1,61.1,60.0,15323,8.58,8.51,5.22 +36038,0.41,Premium,G,SI1,61.5,59.0,923,4.78,4.75,2.93 +50569,0.75,Good,E,SI2,63.2,57.0,2278,5.76,5.82,3.66 +42521,0.5,Fair,D,SI1,65.7,56.0,1323,5.01,4.97,3.28 +39607,0.26,Premium,H,VS1,62.3,59.0,491,4.1,4.06,2.54 +27545,2.03,Premium,E,SI2,61.5,59.0,18310,8.16,8.24,5.04 +20700,1.22,Very Good,G,VVS2,61.9,58.0,8975,6.84,6.85,4.24 +16509,1.02,Very Good,F,VS2,63.3,59.0,6597,6.4,6.37,4.04 +37556,0.31,Ideal,G,IF,61.0,56.0,988,4.38,4.37,2.67 +46058,0.46,Ideal,G,IF,62.1,56.0,1733,4.96,4.93,3.07 +30657,0.29,Very Good,D,SI1,59.8,55.0,737,4.3,4.35,2.58 +50868,0.71,Ideal,H,SI1,61.1,57.0,2313,5.71,5.75,3.5 +493,0.6,Ideal,F,VVS2,62.0,55.0,2822,5.37,5.4,3.34 +26043,2.07,Very Good,I,SI2,63.1,57.0,15245,8.2,8.1,5.14 +52215,0.79,Very Good,G,SI2,62.4,56.0,2482,5.87,5.92,3.68 +42104,0.51,Good,F,SI1,64.0,57.0,1274,5.06,5.01,3.22 +23105,1.02,Ideal,E,VVS1,61.3,57.0,11128,6.47,6.54,3.99 +2819,1.0,Good,J,VVS2,63.7,57.0,3265,6.34,6.31,4.03 +3503,0.9,Good,E,SI2,63.2,57.0,3401,6.06,6.15,3.86 +13434,1.27,Premium,J,VS1,62.6,59.0,5518,6.88,6.92,4.32 +48297,0.53,Ideal,G,VVS1,62.1,56.0,1958,5.19,5.21,3.23 +17965,1.0,Good,E,VS1,63.6,59.0,7260,6.32,6.35,4.03 +30064,0.34,Ideal,G,VS1,60.6,57.0,720,4.52,4.57,2.75 +40679,0.4,Premium,G,VVS1,60.3,58.0,1155,4.83,4.79,2.9 +51116,0.7,Very Good,G,VS2,63.4,58.0,2338,5.63,5.57,3.55 +8663,1.16,Very Good,H,SI2,63.2,57.0,4455,6.66,6.7,4.22 +27396,2.4,Very Good,I,SI2,60.6,58.5,17955,8.59,8.67,5.24 +45903,0.52,Ideal,D,SI1,62.7,56.0,1720,5.17,5.14,3.23 +41512,0.44,Premium,G,VVS1,60.9,59.0,1235,4.9,4.96,3.0 +49375,0.54,Premium,D,VS1,61.1,58.0,2100,5.3,5.24,3.22 +17886,1.27,Premium,H,VS2,62.1,60.0,7219,6.94,6.88,4.29 +20213,1.16,Ideal,G,VVS2,62.0,56.0,8646,6.71,6.75,4.17 +46049,0.5,Ideal,F,VS1,61.0,56.0,1731,5.14,5.15,3.14 +20348,1.7,Ideal,I,SI2,60.7,59.0,8743,7.69,7.64,4.65 +53829,0.7,Very Good,E,VS2,60.5,63.0,2737,5.74,5.7,3.46 +29158,0.38,Ideal,E,SI1,61.8,53.8,693,4.63,4.67,2.88 +34377,0.41,Very Good,F,VS2,62.6,58.0,863,4.75,4.81,2.99 +8841,1.01,Ideal,E,SI2,60.9,57.0,4479,6.47,6.51,3.95 +25067,2.01,Fair,H,SI2,61.2,66.0,13587,8.21,8.09,4.98 +48741,0.72,Very Good,G,SI2,62.1,59.0,2015,5.66,5.73,3.54 +21988,1.2,Premium,E,VS1,60.7,57.0,10053,6.89,6.81,4.16 +10796,1.15,Premium,G,SI2,62.5,55.0,4861,6.72,6.68,4.19 +9653,0.91,Ideal,F,SI2,62.0,57.0,4642,6.15,6.23,3.84 +17526,1.11,Premium,G,VS2,61.5,58.0,7055,6.69,6.62,4.09 +21632,2.04,Premium,G,I1,62.4,58.0,9727,8.08,8.17,5.07 +1413,1.13,Fair,H,I1,64.8,59.0,2968,6.52,6.42,4.19 +9980,1.02,Very Good,G,SI1,62.9,56.0,4704,6.36,6.4,4.01 +11193,1.0,Ideal,G,SI1,61.6,55.0,4956,6.51,6.41,3.98 +42456,0.55,Very Good,F,SI1,60.7,57.0,1316,5.27,5.3,3.21 +34028,0.4,Very Good,E,VVS2,63.0,55.0,849,4.72,4.74,2.98 +19312,1.53,Ideal,I,SI2,61.4,58.0,8021,7.4,7.42,4.55 +11915,1.07,Premium,H,SI1,61.5,57.0,5123,6.63,6.55,4.05 +40385,0.53,Very Good,F,SI2,62.5,57.0,1132,5.11,5.17,3.21 +47087,0.7,Good,J,SI2,58.7,58.0,1824,5.74,5.85,3.4 +15442,1.0,Good,F,VS2,63.2,59.0,6183,6.3,6.35,4.0 +5507,0.91,Premium,E,SI2,61.6,60.0,3846,6.14,6.1,3.77 +18837,1.53,Ideal,J,SI1,62.2,58.0,7721,7.35,7.37,4.58 +24735,1.53,Premium,G,VS2,59.4,59.0,13077,7.55,7.51,4.47 +347,0.72,Ideal,F,VS1,61.7,57.0,2804,5.74,5.77,3.55 +40707,0.52,Ideal,D,SI2,61.0,56.0,1158,5.17,5.22,3.17 +37662,0.42,Premium,F,SI1,62.7,55.0,992,4.83,4.8,3.02 +41912,0.49,Premium,F,VS2,59.2,57.0,1261,5.21,5.16,3.07 +881,0.9,Fair,I,SI1,65.7,58.0,2873,6.03,6.0,3.95 +17797,1.1,Very Good,F,VS2,62.8,56.0,7174,6.56,6.59,4.13 +27635,2.4,Ideal,H,SI2,62.0,55.0,18541,8.6,8.57,5.32 +16025,0.3,Premium,I,VS1,59.1,59.0,608,4.38,4.35,2.58 +46229,0.5,Ideal,D,VS2,62.5,54.0,1752,5.05,5.09,3.17 +42899,0.54,Premium,E,SI1,60.2,58.0,1361,5.27,5.3,3.18 +6664,1.03,Ideal,E,SI2,62.0,55.0,4095,6.46,6.44,4.0 +50168,0.73,Ideal,I,SI2,62.4,56.0,2218,5.74,5.77,3.59 +21258,1.32,Ideal,G,VS2,61.1,57.0,9408,7.07,7.13,4.34 +43848,0.52,Premium,G,VS2,60.9,58.0,1447,5.19,5.22,3.17 +51063,0.71,Very Good,I,VS1,61.1,57.0,2332,5.75,5.8,3.53 +19964,1.08,Very Good,D,VS1,60.5,58.0,8513,6.53,6.63,3.98 +24368,0.31,Ideal,D,VS2,62.1,55.0,636,4.32,4.38,2.7 +49421,0.55,Ideal,E,VS1,61.2,57.0,2107,5.3,5.28,3.24 +29958,0.34,Good,E,SI2,63.1,56.0,445,4.46,4.51,2.83 +23414,2.0,Very Good,J,SI1,61.9,59.0,11404,7.96,8.0,4.94 +44307,0.61,Ideal,G,SI1,62.0,54.0,1579,5.48,5.5,3.4 +17629,1.5,Fair,H,SI2,59.3,58.0,7098,7.31,7.37,4.35 +47068,0.52,Ideal,D,VS2,62.3,54.0,1822,5.14,5.19,3.22 +11286,1.0,Very Good,E,SI2,58.7,59.0,4975,6.5,6.58,3.84 +6173,0.9,Very Good,F,SI1,59.6,63.0,3992,6.24,6.17,3.7 +21144,1.11,Premium,E,VS1,59.8,60.0,9299,6.75,6.72,4.03 +9699,0.32,Ideal,I,VVS1,62.4,55.0,589,4.34,4.38,2.72 +46873,0.53,Ideal,E,VS2,61.3,55.0,1813,5.24,5.2,3.2 +11799,1.0,Premium,G,SI1,59.6,60.0,5088,6.49,6.43,3.85 +9949,1.04,Ideal,F,SI2,62.0,54.0,4695,6.49,6.51,4.03 +41337,0.5,Premium,D,SI1,59.1,61.0,1215,5.18,5.07,3.03 +49489,0.7,Good,H,SI1,65.0,57.0,2117,5.52,5.59,3.61 +31669,0.41,Very Good,F,SI1,61.9,55.0,769,4.78,4.81,2.97 +30313,0.4,Ideal,D,SI1,61.3,56.0,726,4.75,4.78,2.92 +52527,0.5,Ideal,F,IF,60.6,58.0,2529,5.13,5.16,3.12 +31962,0.23,Good,D,VVS2,61.8,65.0,452,3.9,3.93,2.42 +7609,1.11,Ideal,J,SI1,62.1,56.0,4259,6.64,6.67,4.13 +3018,0.9,Good,G,SI1,64.2,58.0,3307,6.01,6.04,3.87 +27483,2.03,Premium,G,VS2,60.9,59.0,18166,8.17,8.14,4.97 +6008,0.97,Very Good,G,SI2,59.8,58.0,3960,6.38,6.42,3.83 +19279,1.21,Ideal,G,VS2,61.8,57.0,8001,6.83,6.79,4.21 +30400,0.32,Ideal,G,VVS2,62.2,56.0,730,4.34,4.38,2.71 +42495,0.48,Very Good,E,VS2,59.9,58.9,1320,5.07,5.12,3.06 +32190,0.35,Ideal,I,VVS2,62.3,57.0,788,4.53,4.49,2.81 +7768,0.91,Good,G,VS1,63.6,60.0,4284,6.03,6.11,3.86 +44449,0.52,Ideal,F,VS2,61.7,56.0,1591,5.16,5.18,3.19 +18554,1.07,Ideal,F,VS2,61.0,54.0,7564,6.59,6.62,4.03 +28710,0.38,Good,E,SI1,58.9,58.0,680,4.73,4.77,2.8 +6262,1.01,Good,F,SI2,58.3,60.0,4011,6.64,6.66,3.88 +49137,0.56,Ideal,D,VS2,61.5,57.0,2066,5.33,5.28,3.26 +53769,0.7,Very Good,F,VS1,60.5,57.0,2726,5.77,5.8,3.5 +33141,0.31,Good,G,VVS1,63.4,57.0,816,4.32,4.36,2.75 +1850,0.7,Ideal,F,VS2,61.4,56.0,3064,5.72,5.75,3.52 +43778,0.53,Good,H,IF,61.2,65.0,1440,5.16,5.27,3.19 +18956,1.09,Ideal,E,VS2,60.6,58.0,7796,6.66,6.7,4.05 +52059,0.7,Very Good,F,SI1,59.2,60.0,2453,5.77,5.79,3.42 +5045,0.4,Ideal,G,SI2,62.1,53.0,573,4.75,4.78,2.96 +34559,0.41,Very Good,D,VS2,63.8,56.0,871,4.69,4.74,3.01 +30575,0.31,Very Good,D,VS2,61.8,57.0,734,4.36,4.41,2.71 +38838,0.46,Very Good,G,VS1,62.8,57.0,1049,4.92,4.83,3.06 +17241,1.52,Good,J,SI1,63.6,60.0,6897,7.21,7.25,4.6 +7618,1.01,Good,D,SI2,61.5,56.0,4260,6.36,6.42,3.93 +33520,0.41,Ideal,H,VS1,61.6,57.0,829,4.77,4.81,2.95 +50308,0.31,Premium,H,VS1,62.6,60.0,544,4.3,4.32,2.7 +19812,1.22,Very Good,G,VS2,62.7,58.0,8377,6.8,6.72,4.24 +15632,1.01,Good,F,VS2,60.8,61.0,6271,6.42,6.45,3.91 +19590,1.4,Fair,F,VS2,66.5,56.0,8216,6.83,6.76,4.52 +28140,0.41,Ideal,G,SI2,61.7,55.0,664,4.78,4.81,2.96 +21432,1.51,Good,E,SI1,65.5,56.0,9539,7.12,7.16,4.68 +4020,0.9,Ideal,G,SI2,62.5,56.0,3521,6.15,6.2,3.86 +1118,0.74,Premium,F,VS1,62.5,60.0,2917,5.78,5.74,3.6 +28347,0.33,Premium,F,VS2,62.4,58.0,666,4.37,4.41,2.74 +16049,0.3,Premium,H,VS2,61.1,61.0,608,4.33,4.31,2.64 +8589,0.7,Ideal,F,VVS2,61.5,56.0,4439,5.7,5.78,3.53 +7307,0.91,Premium,F,SI1,62.1,56.0,4204,6.24,6.2,3.86 +35761,0.4,Premium,E,VS2,61.9,59.0,912,4.72,4.75,2.93 +45202,0.51,Premium,E,VS2,61.9,59.0,1656,5.06,5.11,3.15 +31687,0.26,Ideal,D,VVS2,62.5,56.0,769,4.11,4.08,2.56 +167,0.8,Very Good,F,SI2,61.0,57.0,2772,6.01,6.03,3.67 +16244,1.01,Good,G,VS1,63.2,58.0,6499,6.34,6.38,4.02 +39564,0.4,Premium,G,VS1,62.2,55.0,1080,4.83,4.69,2.96 +30066,0.32,Ideal,D,VS1,61.4,56.0,720,4.38,4.41,2.7 +3653,0.82,Ideal,F,SI1,61.3,55.0,3439,6.06,6.08,3.72 +27603,2.16,Ideal,J,VS1,61.4,55.0,18462,8.34,8.27,5.1 +4556,0.9,Very Good,H,SI1,63.0,58.0,3643,6.13,6.18,3.88 +9299,1.06,Premium,G,SI2,61.9,60.0,4571,6.53,6.52,4.04 +46980,0.23,Very Good,F,VVS2,62.0,58.0,530,3.89,3.92,2.42 +38640,0.31,Very Good,H,VS2,62.5,60.0,489,4.31,4.36,2.71 +41096,0.53,Premium,H,SI1,60.9,60.0,1193,5.26,5.19,3.18 +36621,0.24,Very Good,F,VVS2,62.1,58.0,478,3.96,4.03,2.48 +13446,1.1,Very Good,H,SI1,62.9,57.0,5521,6.54,6.59,4.13 +20179,1.03,Premium,E,VS1,62.8,58.0,8629,6.46,6.41,4.04 +28682,0.24,Ideal,F,IF,61.6,57.0,678,3.97,4.0,2.45 +45875,0.51,Ideal,D,VS2,61.9,55.0,1716,5.19,5.15,3.2 +34539,0.35,Ideal,G,VVS1,60.7,56.0,868,4.58,4.6,2.79 +53577,0.54,Good,E,VVS1,60.3,61.0,2697,5.3,5.32,3.2 +38684,0.3,Ideal,F,VVS1,61.6,57.0,1041,4.33,4.34,2.67 +46697,0.5,Fair,G,VVS2,62.9,67.0,1791,5.02,4.96,3.14 +21985,1.2,Premium,G,VVS2,62.8,59.0,10053,6.72,6.65,4.2 +46028,0.57,Ideal,I,VVS1,61.7,56.0,1728,5.35,5.31,3.29 +44035,0.42,Ideal,D,VVS1,61.6,56.0,1547,4.79,4.82,2.96 +32463,0.36,Ideal,H,VVS1,61.5,56.0,794,4.57,4.6,2.82 +33938,0.3,Ideal,J,VVS1,61.8,56.0,464,4.31,4.33,2.67 +33347,0.41,Ideal,G,VS2,62.7,56.0,827,4.71,4.76,2.97 +32233,0.31,Ideal,G,VVS1,61.6,57.0,789,4.34,4.36,2.68 +41052,0.5,Very Good,F,I1,63.3,59.0,1188,5.03,4.99,3.17 +15393,1.04,Very Good,H,VVS2,59.1,60.0,6166,6.6,6.66,3.92 +41974,0.54,Good,D,SI1,63.7,57.0,1263,5.22,5.14,3.3 +48793,0.8,Premium,J,SI2,60.2,59.0,2022,6.07,5.95,3.62 +2747,0.83,Very Good,H,VS2,61.7,59.0,3249,5.95,6.02,3.69 +3512,0.7,Premium,E,IF,62.9,59.0,3403,5.66,5.59,3.4 +28341,0.33,Ideal,F,VS2,62.6,55.0,666,4.4,4.42,2.76 +5064,0.34,Premium,F,SI2,63.0,58.0,574,4.47,4.45,2.81 +3898,0.91,Very Good,F,SI2,63.1,56.0,3489,6.13,6.17,3.88 +46529,0.51,Ideal,G,VS1,61.9,56.0,1781,5.14,5.1,3.17 +33725,0.38,Premium,F,SI1,62.0,58.0,838,4.63,4.6,2.86 +8613,0.9,Premium,E,SI1,62.7,60.0,4443,6.13,6.03,3.81 +17491,1.0,Good,D,VS2,60.7,61.0,7026,6.4,6.46,3.9 +41467,0.41,Premium,G,VVS1,61.0,61.0,1230,4.75,4.72,2.89 +37903,0.41,Ideal,F,VS1,61.3,55.0,1007,4.79,4.83,2.95 +37248,0.43,Good,D,VS2,59.9,61.0,976,4.84,4.88,2.91 +15705,0.24,Very Good,F,VVS2,61.7,56.0,608,3.98,4.0,2.45 +48189,0.7,Ideal,J,VVS1,61.6,58.0,1945,5.69,5.71,3.51 +53927,0.71,Ideal,E,SI1,61.9,56.0,2756,5.71,5.73,3.54 +32849,0.4,Very Good,H,VS1,62.7,56.0,807,4.71,4.73,2.96 +31428,0.3,Ideal,H,IF,62.2,54.0,764,4.34,4.37,2.71 +32135,0.44,Very Good,G,SI1,60.3,58.0,786,4.94,4.99,2.99 +16856,1.28,Very Good,I,VS1,62.8,57.0,6726,6.9,6.95,4.35 +7808,1.05,Very Good,I,SI1,63.5,58.0,4292,6.46,6.43,4.09 +38053,0.4,Very Good,F,VVS2,60.5,57.0,1012,4.76,4.79,2.89 +49223,0.56,Ideal,G,VVS2,61.6,56.0,2081,5.32,5.29,3.27 +11313,1.0,Fair,F,VS1,67.0,52.0,4984,6.12,6.08,4.09 +17067,0.32,Premium,G,SI1,61.6,58.0,612,4.4,4.36,2.7 +19896,1.51,Very Good,H,SI2,60.2,59.0,8444,7.33,7.43,4.44 +46255,0.54,Very Good,G,VS1,61.6,56.0,1754,5.23,5.26,3.23 +28893,0.3,Premium,H,VVS1,61.8,58.0,684,4.32,4.36,2.68 +39072,0.44,Good,E,VS2,62.2,62.0,1059,4.79,4.85,3.0 +27565,2.0,Premium,H,SI1,63.0,56.0,18371,7.98,7.93,5.01 +37476,0.42,Ideal,G,VS1,61.9,56.0,984,4.82,4.77,2.97 +3033,0.26,Very Good,H,VVS2,63.4,55.0,565,4.06,4.05,2.57 +30636,0.3,Ideal,G,VVS1,60.9,56.8,735,4.34,4.38,2.65 +19212,1.05,Ideal,F,VS1,62.1,56.0,7955,6.54,6.59,4.08 +36997,0.41,Ideal,G,SI1,61.6,55.0,964,4.81,4.84,2.97 +8761,1.0,Ideal,J,VS1,61.1,57.0,4466,6.43,6.48,3.95 +5736,0.91,Very Good,G,SI2,63.4,60.0,3891,6.11,6.06,3.86 +42596,0.5,Ideal,E,SI1,62.2,57.0,1331,5.05,5.08,3.15 +2499,0.83,Premium,F,SI1,62.0,59.0,3198,6.04,5.99,3.73 +5504,0.91,Premium,F,SI2,60.8,59.0,3845,6.28,6.25,3.81 +5522,0.6,Ideal,D,VVS1,62.3,55.0,3850,5.38,5.4,3.36 +177,0.74,Very Good,F,VS2,61.3,61.0,2775,5.8,5.84,3.57 +7779,1.02,Premium,H,SI2,62.5,54.0,4284,6.44,6.4,4.01 +31621,0.32,Ideal,I,SI1,61.2,56.0,450,4.4,4.44,2.7 +48284,0.77,Fair,J,SI1,60.2,66.0,1956,5.97,5.81,3.55 +892,0.7,Ideal,F,VS1,61.0,55.0,2874,5.77,5.73,3.51 +1779,0.9,Ideal,J,VS1,62.6,55.0,3048,6.13,6.11,3.83 +27105,2.12,Premium,I,VS2,61.5,58.0,17254,8.3,8.26,5.09 +47758,0.73,Fair,I,SI2,61.3,67.0,1892,5.77,5.64,3.51 +33687,0.43,Very Good,I,VVS2,60.5,59.0,838,4.86,4.89,2.95 +15125,1.19,Premium,H,SI1,61.3,58.0,6078,6.82,6.78,4.17 +18187,1.2,Very Good,G,SI1,61.9,58.0,7372,6.74,6.79,4.19 +2345,0.83,Ideal,G,SI1,61.8,55.0,3171,6.05,6.09,3.75 +39667,0.42,Ideal,G,VS2,62.2,54.0,1087,4.82,4.8,2.99 +19788,1.13,Very Good,E,VS2,61.9,61.0,8358,6.61,6.64,4.1 +53578,0.7,Fair,E,VS2,60.6,64.0,2697,5.77,5.62,3.45 +19090,1.5,Good,D,SI2,61.1,64.0,7862,7.35,7.26,4.46 +18067,1.04,Ideal,G,VS1,61.5,56.0,7294,6.53,6.57,4.03 +32634,0.27,Ideal,I,VVS2,62.1,55.0,459,4.17,4.2,2.6 +35902,0.32,Ideal,G,IF,62.0,54.0,918,4.42,4.45,2.75 +22130,1.5,Very Good,I,VS1,62.2,59.0,10164,7.27,7.3,4.53 +1244,0.57,Very Good,D,VVS1,60.4,57.0,2945,5.39,5.44,3.27 +40206,0.53,Very Good,J,VS2,63.3,56.0,1122,5.18,5.12,3.26 +31245,0.31,Fair,F,VVS2,56.9,59.0,757,4.45,4.48,2.54 +18692,0.33,Ideal,F,VS2,60.9,56.0,619,4.47,4.49,2.73 +29063,0.4,Very Good,F,SI1,62.9,58.0,687,4.69,4.72,2.96 +33928,0.37,Premium,E,VVS2,60.9,59.0,844,4.61,4.65,2.82 +45722,0.55,Ideal,F,VS2,62.7,55.0,1698,5.26,5.24,3.29 +16699,0.3,Very Good,H,SI1,62.9,57.0,421,4.28,4.31,2.7 +29663,0.35,Premium,G,VS1,62.3,59.0,706,4.49,4.53,2.81 +44421,0.51,Very Good,G,VS1,61.0,56.0,1588,5.17,5.19,3.16 +45660,0.24,Ideal,F,VVS2,62.4,55.0,526,3.99,4.02,2.5 +39167,0.4,Premium,J,IF,62.7,60.0,1063,4.7,4.64,2.93 +6353,0.9,Very Good,E,SI1,60.1,58.0,4034,6.25,6.29,3.77 +40303,0.4,Ideal,E,VS1,61.6,56.0,1125,4.78,4.73,2.93 +14817,1.0,Premium,G,VS2,61.5,58.0,5967,6.39,6.36,3.92 +38497,0.42,Ideal,D,VS2,62.4,55.0,1031,4.8,4.82,3.0 +2045,0.32,Premium,H,VS1,61.3,60.0,561,4.33,4.38,2.67 +5770,1.05,Premium,G,SI2,60.1,60.0,3898,6.66,6.58,3.98 +8869,1.06,Premium,D,SI2,59.8,61.0,4483,6.63,6.58,3.95 +26398,2.14,Premium,I,SI2,60.1,58.0,15915,8.41,8.37,5.04 +37030,0.33,Premium,G,VVS2,62.8,57.0,965,4.47,4.39,2.78 +40985,0.5,Good,E,SI2,63.7,55.0,1181,5.08,5.03,3.22 +8813,1.02,Good,H,SI1,63.9,55.0,4476,6.37,6.4,4.08 +39550,0.32,Ideal,G,VVS1,61.4,55.0,1080,4.44,4.42,2.72 +29514,0.32,Ideal,E,VS2,61.9,56.0,702,4.36,4.4,2.71 +23509,1.06,Very Good,E,IF,62.7,58.0,11518,6.48,6.54,4.08 +6200,1.01,Very Good,J,SI1,62.8,57.0,3998,6.37,6.41,4.01 +53442,0.7,Very Good,G,SI1,59.1,62.0,2674,5.8,5.91,3.46 +37527,0.31,Ideal,E,IF,61.9,54.0,987,4.38,4.41,2.72 +30438,0.32,Ideal,G,VVS2,61.2,56.0,730,4.41,4.42,2.7 +19083,1.3,Premium,H,VS1,61.5,58.0,7855,6.98,6.96,4.29 +2001,0.94,Premium,G,SI2,63.0,59.0,3099,6.16,6.1,3.86 +36167,0.38,Ideal,F,VS1,61.4,57.0,929,4.65,4.67,2.86 +49187,0.51,Ideal,E,VS1,62.8,57.0,2075,5.1,5.07,3.2 +47671,0.51,Ideal,D,VS2,61.5,57.0,1882,5.14,5.11,3.15 +7347,1.09,Ideal,H,SI2,61.5,55.0,4212,6.65,6.68,4.1 +23073,1.53,Premium,H,VS2,62.7,56.0,11104,7.39,7.31,4.61 +26742,2.2,Ideal,H,SI2,60.0,58.0,16530,8.47,8.5,5.09 +38808,0.31,Premium,G,VVS1,61.2,59.0,1046,4.34,4.32,2.65 +26494,2.0,Very Good,H,SI1,60.3,61.0,16092,8.11,8.17,4.91 +11960,1.16,Premium,D,SI2,62.5,60.0,5136,6.7,6.64,4.17 +23343,0.3,Very Good,H,SI2,63.4,55.0,422,4.26,4.22,2.69 +18967,1.16,Very Good,F,VS2,60.2,63.0,7803,6.79,6.7,4.07 +46357,0.57,Premium,F,VS2,59.8,59.0,1760,5.4,5.37,3.22 +39025,0.43,Ideal,D,VS2,60.7,57.0,1056,4.88,4.91,2.97 +32036,0.32,Ideal,E,VVS2,62.1,53.0,779,4.41,4.44,2.75 +9918,1.06,Premium,E,SI1,63.0,56.0,4689,6.54,6.45,4.09 +22838,1.05,Ideal,F,VVS1,61.6,55.0,10872,6.57,6.53,4.04 +16017,1.22,Very Good,G,SI2,63.2,58.0,6409,6.82,6.76,4.29 +43765,0.41,Ideal,F,IF,61.4,56.0,1439,4.81,4.83,2.96 +36292,0.32,Good,D,SI2,63.9,58.0,477,4.31,4.33,2.76 +30126,0.32,Premium,G,VS2,62.0,59.0,720,4.41,4.37,2.72 +3559,0.72,Ideal,H,VVS2,61.7,55.0,3417,5.77,5.8,3.57 +19043,0.3,Good,D,VS2,58.9,62.0,621,4.33,4.36,2.56 +26285,2.01,Premium,H,SI2,62.3,58.0,15773,8.06,8.11,5.04 +32004,0.35,Ideal,D,VS2,62.1,54.0,777,4.54,4.58,2.83 +3457,0.78,Ideal,D,SI1,62.2,55.0,3389,5.92,5.95,3.69 +38481,0.42,Premium,F,VS1,61.8,59.0,1031,4.81,4.83,2.98 +42097,0.44,Ideal,E,VVS2,61.9,56.0,1274,4.88,4.91,3.03 +3044,0.3,Very Good,G,VS1,60.8,61.0,565,4.31,4.34,2.63 +51408,0.7,Good,E,SI1,58.3,64.0,2370,5.77,5.69,3.34 +20654,1.01,Good,D,VVS2,63.5,57.0,8943,6.32,6.35,4.02 +6112,0.82,Ideal,E,SI1,61.8,53.0,3979,6.02,6.05,3.73 +36221,0.36,Premium,F,VS2,60.5,60.0,932,4.61,4.55,2.77 +19217,1.51,Good,I,SI2,63.6,60.0,7957,7.27,7.23,4.61 +1651,0.77,Premium,F,VS2,62.4,59.0,3018,5.85,5.81,3.64 +27382,0.41,Good,J,VS1,63.7,56.0,647,4.68,4.71,2.99 +2525,0.7,Premium,F,VVS1,63.0,60.0,3204,5.62,5.59,3.53 +14725,0.3,Premium,G,VS1,61.4,60.0,605,4.3,4.33,2.65 +27823,0.34,Premium,D,SI2,59.2,59.0,650,4.58,4.54,2.7 +39157,0.36,Ideal,F,IF,60.3,57.0,1063,4.61,4.65,2.79 +610,0.71,Premium,F,VS1,59.1,61.0,2839,5.84,5.81,3.44 +27004,2.09,Ideal,I,SI1,61.8,56.0,17114,8.15,8.22,5.06 +21278,1.16,Ideal,F,VS2,61.3,57.0,9432,6.76,6.79,4.15 +13130,1.01,Very Good,H,SI1,62.9,56.0,5433,6.34,6.41,4.01 +21708,0.31,Ideal,G,SI1,61.6,55.0,627,4.37,4.39,2.7 +23151,1.02,Premium,F,IF,62.5,58.0,11167,6.54,6.39,4.04 +23325,1.4,Premium,F,VS2,60.7,58.0,11368,7.26,7.17,4.38 +24587,1.64,Premium,E,SI1,61.8,59.0,12896,7.55,7.51,4.65 +24415,2.23,Very Good,J,SI2,60.5,61.0,12655,8.4,8.47,5.1 +3181,0.91,Good,G,SI2,63.2,61.0,3340,6.01,6.27,3.88 +2552,0.7,Very Good,G,VVS1,62.4,59.0,3208,5.63,5.66,3.52 +1622,0.78,Ideal,E,SI1,62.7,55.0,3014,5.9,5.87,3.69 +6331,0.71,Ideal,E,VVS2,61.2,57.0,4030,5.73,5.8,3.53 +28815,0.39,Ideal,G,SI2,62.0,55.0,683,4.69,4.73,2.92 +2024,0.9,Very Good,H,SI2,61.1,63.0,3105,6.19,6.12,3.76 +46537,0.51,Ideal,E,VS2,61.9,55.0,1781,5.17,5.13,3.19 +29225,0.31,Premium,G,VS1,62.1,58.0,695,4.36,4.31,2.69 +42766,0.54,Ideal,I,VVS2,61.7,54.0,1346,5.25,5.29,3.25 +22009,1.52,Premium,H,SI1,62.5,58.0,10078,7.33,7.29,4.57 +20755,1.19,Good,G,VVS2,61.1,61.0,8995,6.86,6.83,4.18 +51286,0.57,Ideal,F,VVS2,62.1,56.0,2360,5.35,5.31,3.31 +4913,0.92,Very Good,G,SI1,63.8,57.0,3724,6.13,6.16,3.92 +21726,1.11,Very Good,F,VVS2,60.8,57.0,9792,6.7,6.73,4.08 +33237,0.33,Ideal,F,VVS2,61.1,55.0,824,4.46,4.48,2.73 +50031,0.72,Ideal,H,SI1,60.3,59.0,2197,5.77,5.83,3.5 +28447,0.31,Ideal,H,VVS1,62.0,55.0,671,4.34,4.37,2.7 +38290,0.28,Very Good,E,VS1,60.2,58.0,487,4.23,4.27,2.56 +53937,0.72,Good,D,SI1,63.1,55.0,2757,5.69,5.75,3.61 +27763,0.32,Premium,H,VS2,60.7,58.0,648,4.46,4.43,2.7 +47806,0.64,Premium,F,SI1,60.1,60.0,1901,5.62,5.57,3.36 +37220,0.52,Fair,F,SI2,56.3,59.0,975,5.41,5.35,3.03 +28781,0.33,Ideal,E,VS2,59.3,58.0,681,4.53,4.51,2.68 +40306,0.4,Ideal,E,VS1,62.0,54.0,1125,4.77,4.74,2.95 +34098,0.36,Premium,D,VS2,61.0,59.0,852,4.57,4.61,2.8 +32238,0.31,Ideal,G,VVS1,61.5,54.0,789,4.36,4.39,2.69 +36185,0.31,Premium,E,VS1,58.9,59.0,930,4.5,4.47,2.64 +50076,0.72,Fair,H,SI2,65.9,57.0,2203,5.6,5.54,3.67 +17155,1.21,Premium,H,VS2,59.3,60.0,6849,6.93,6.99,4.13 +23394,0.36,Very Good,E,SI1,61.3,56.0,631,4.58,4.62,2.82 +26925,2.5,Ideal,I,VS2,61.9,57.0,16955,8.7,8.68,5.38 +33678,0.3,Ideal,E,VVS2,61.1,55.0,837,4.34,4.37,2.66 +15546,1.24,Ideal,I,SI1,62.0,58.0,6232,6.83,6.88,4.25 +12591,1.04,Good,E,SI1,63.5,56.0,5285,6.37,6.41,4.06 +12221,1.0,Premium,F,SI1,60.3,58.0,5197,6.43,6.47,3.89 +49970,0.33,Very Good,G,VS2,61.3,61.0,540,4.43,4.47,2.73 +18486,1.31,Premium,H,SI1,62.4,58.0,7527,7.02,6.96,4.36 +16688,0.31,Ideal,E,SI2,59.5,61.0,421,4.42,4.45,2.64 +49474,0.72,Very Good,G,SI2,60.6,57.0,2114,5.79,5.86,3.53 +3742,0.3,Premium,E,VS2,61.7,60.0,570,4.28,4.31,2.65 +37305,0.3,Ideal,E,VVS1,62.5,54.0,979,4.32,4.29,2.69 +51182,0.7,Good,H,VS2,59.7,57.0,2347,5.75,5.8,3.45 +5467,0.91,Very Good,D,SI2,63.9,56.0,3837,6.06,6.09,3.88 +11387,0.34,Premium,G,VS2,60.3,59.0,596,4.49,4.53,2.72 +2784,0.73,Ideal,D,VS2,61.9,56.0,3255,5.76,5.81,3.58 +20068,0.31,Ideal,H,VVS2,61.1,56.0,625,4.33,4.37,2.66 +22290,1.42,Premium,F,VS1,58.4,59.0,10338,7.36,7.32,4.29 +49729,0.53,Ideal,G,VVS1,61.6,57.0,2153,5.2,5.22,3.21 +18755,1.01,Very Good,G,VVS2,63.2,59.0,7665,6.38,6.34,4.02 +8402,0.9,Ideal,F,SI1,60.7,57.0,4401,6.21,6.25,3.78 +26472,1.53,Premium,E,VS2,61.6,58.0,16049,7.35,7.32,4.52 +44474,0.54,Premium,D,SI1,62.3,60.0,1595,5.18,5.22,3.24 +9043,0.27,Ideal,I,IF,60.5,57.0,587,4.2,4.22,2.55 +19477,1.15,Ideal,D,VS2,58.5,57.0,8114,6.96,6.93,4.06 +8629,0.9,Very Good,E,VS1,63.0,55.0,4449,6.08,6.15,3.85 +45601,0.5,Good,G,VVS2,61.2,63.3,1690,5.06,5.08,3.1 +12083,1.22,Very Good,J,VS2,60.8,56.0,5160,6.95,6.91,4.21 +49306,0.35,Ideal,J,VVS1,62.1,53.0,540,4.53,4.55,2.82 +29498,0.32,Premium,E,VS2,61.0,59.0,702,4.44,4.45,2.71 +24959,1.37,Ideal,G,IF,62.3,54.0,13439,7.11,7.15,4.43 +24258,1.5,Ideal,G,VS2,62.6,56.0,12468,7.3,7.26,4.56 +26821,1.51,Very Good,F,VVS2,61.9,58.0,16716,7.3,7.36,4.54 +45715,0.56,Ideal,G,VS2,61.9,55.0,1698,5.32,5.28,3.28 +19542,1.55,Very Good,H,SI2,62.5,61.0,8174,7.31,7.34,4.58 +23254,1.78,Premium,H,SI2,59.1,60.0,11262,7.93,7.87,4.67 +46594,0.54,Ideal,F,VS2,60.3,55.0,1786,5.32,5.26,3.19 +47289,0.3,Very Good,J,VS1,63.0,59.0,394,4.24,4.27,2.68 +40202,0.41,Very Good,F,VVS1,61.4,58.0,1122,4.76,4.78,2.93 +2328,0.79,Ideal,F,SI1,61.2,56.0,3169,5.96,6.01,3.66 +13813,1.01,Good,E,SI1,58.1,59.0,5627,6.57,6.65,3.84 +50340,0.64,Premium,D,VS2,60.9,59.0,2243,5.6,5.63,3.42 +37638,0.4,Premium,D,SI1,61.7,58.0,990,4.74,4.7,2.91 +25117,1.71,Ideal,I,VVS2,61.9,57.0,13660,7.62,7.67,4.73 +48655,0.34,Premium,H,VS2,61.7,60.0,537,4.47,4.51,2.77 +29906,0.41,Ideal,F,SI1,62.6,54.0,711,4.74,4.78,2.98 +25875,2.47,Premium,I,SI2,62.5,56.0,14970,8.65,8.6,5.39 +1623,0.71,Ideal,H,VVS1,61.8,56.0,3014,5.7,5.75,3.54 +996,0.54,Ideal,D,VVS2,61.4,52.0,2897,5.3,5.34,3.26 +32628,0.23,Very Good,D,VVS1,59.7,58.0,458,3.97,4.04,2.39 +37471,0.42,Premium,G,VS1,60.5,59.0,984,4.83,4.79,2.91 +29109,0.34,Premium,H,VS2,61.3,60.0,689,4.53,4.47,2.76 +42113,0.34,Ideal,F,IF,61.4,57.0,1276,4.49,4.5,2.76 +39138,0.41,Ideal,G,VS2,62.4,55.0,1061,4.76,4.73,2.96 +8766,1.0,Very Good,H,SI1,63.6,54.0,4467,6.33,6.37,4.04 +6144,0.9,Very Good,H,VS2,62.6,58.0,3989,6.14,6.22,3.87 +44559,0.52,Premium,F,VS2,61.8,59.0,1605,5.15,5.11,3.17 +29416,0.42,Very Good,H,SI1,62.1,59.0,700,4.78,4.81,2.98 +7445,0.9,Premium,F,SI1,59.9,59.0,4232,6.26,6.29,3.76 +13484,1.1,Ideal,G,SI2,62.6,56.0,5535,6.64,6.58,4.14 +23028,0.3,Ideal,H,VVS2,61.9,54.5,631,4.31,4.35,2.68 +18831,1.23,Premium,D,SI1,62.5,58.0,7715,6.85,6.79,4.27 +29380,0.31,Very Good,E,SI1,63.3,55.0,698,4.35,4.31,2.74 +24512,1.53,Ideal,E,SI1,62.3,54.2,12791,7.35,7.38,4.59 +11983,1.06,Premium,F,SI1,62.1,58.0,5142,6.5,6.52,4.04 +43134,0.58,Good,F,SI1,63.1,57.0,1388,5.29,5.33,3.35 +5790,0.82,Ideal,E,VS2,61.9,57.0,3903,6.01,5.98,3.71 +21999,1.09,Premium,G,IF,61.3,58.0,10065,6.64,6.6,4.06 +2333,0.76,Ideal,E,SI1,61.8,57.0,3170,5.84,5.87,3.62 +18346,1.01,Premium,F,VS1,62.5,58.0,7465,6.37,6.42,4.0 +28823,0.41,Good,H,SI1,63.8,56.0,683,4.69,4.74,3.01 +36175,0.43,Premium,G,SI1,62.6,59.0,929,4.82,4.8,3.01 +8272,0.9,Good,D,SI1,63.2,55.0,4381,6.1,6.14,3.87 +53339,1.2,Fair,G,I1,64.4,55.0,2655,6.77,6.61,4.31 +39463,0.53,Ideal,F,SI2,62.2,53.0,1078,5.19,5.22,3.24 +28582,0.3,Premium,G,VS2,60.8,61.0,675,4.34,4.31,2.63 +38117,0.3,Ideal,H,IF,62.1,55.0,1013,4.3,4.27,2.66 +48841,0.55,Ideal,D,VS2,61.8,54.0,2030,5.29,5.26,3.26 +18395,1.5,Premium,I,SI2,61.2,59.0,7476,7.39,7.36,4.51 +3256,0.91,Good,D,SI1,64.0,59.0,3357,6.13,6.02,3.89 +34449,0.46,Ideal,G,SI2,62.2,53.0,864,4.95,4.98,3.09 +3238,0.9,Good,G,SI2,61.3,60.0,3353,6.13,6.2,3.78 +4053,0.35,Ideal,H,VS2,61.7,56.0,571,4.55,4.59,2.82 +32976,0.37,Very Good,E,VS2,58.9,61.0,811,4.66,4.68,2.75 +9599,1.21,Ideal,G,SI2,62.9,57.0,4631,6.78,6.73,4.25 +32230,0.31,Ideal,G,VVS1,61.6,55.0,789,4.38,4.42,2.71 +8776,1.0,Good,H,SI1,57.9,54.0,4469,6.68,6.62,3.85 +9546,1.0,Good,E,SI2,63.5,56.0,4620,6.31,6.38,4.03 +7860,1.01,Very Good,H,SI1,62.5,58.0,4306,6.35,6.38,3.98 +51016,0.71,Good,I,VS1,63.6,56.0,2327,5.7,5.65,3.61 +51733,0.71,Premium,H,VS1,61.7,56.0,2401,5.81,5.67,3.54 +14419,1.1,Premium,F,SI1,59.5,59.0,5821,6.77,6.7,4.01 +10399,0.31,Premium,G,SI1,63.0,58.0,593,4.34,4.3,2.72 +27916,0.26,Ideal,F,IF,61.6,56.0,657,4.07,4.11,2.52 +49805,0.73,Fair,F,SI2,59.2,64.0,2164,5.92,5.83,3.48 +8490,0.9,Very Good,E,VS2,62.8,57.0,4419,6.13,6.16,3.86 +44779,0.59,Very Good,F,VS2,62.9,55.0,1622,5.32,5.39,3.37 +28120,0.36,Ideal,D,SI1,60.3,56.0,663,4.61,4.65,2.79 +16163,1.23,Very Good,H,VS2,60.6,59.0,6459,6.89,6.94,4.19 +11802,1.1,Premium,D,SI2,61.5,60.0,5088,6.64,6.58,4.06 +29931,0.37,Very Good,I,VVS2,60.9,58.0,714,4.64,4.68,2.84 +1159,0.8,Very Good,D,SI1,58.2,63.0,2925,6.07,6.03,3.52 +9917,0.9,Ideal,H,VS1,61.9,56.0,4689,6.17,6.23,3.84 +11429,1.01,Premium,E,SI1,62.4,60.0,5002,6.35,6.32,3.95 +39808,0.42,Premium,H,VVS1,60.9,62.0,1096,4.86,4.8,2.94 +32616,0.34,Very Good,I,VS2,61.6,56.0,457,4.47,4.51,2.76 +1787,0.76,Ideal,H,SI1,61.3,55.0,3050,5.87,5.93,3.62 +3579,0.8,Ideal,F,SI1,60.5,57.0,3420,6.02,6.07,3.66 +44995,0.31,Premium,I,SI1,61.5,59.0,523,4.37,4.35,2.68 +8519,1.0,Very Good,E,SI2,62.6,58.0,4426,6.33,6.39,3.98 +46545,0.51,Ideal,E,VS2,61.9,56.0,1781,5.16,5.12,3.18 +38044,0.5,Ideal,G,SI2,61.2,56.0,1011,5.13,5.17,3.15 +23076,1.52,Ideal,G,SI1,60.3,57.0,11105,7.47,7.51,4.52 +13033,0.41,Premium,I,SI2,60.6,59.0,600,4.84,4.8,2.92 +26504,1.7,Premium,G,VS2,60.9,60.0,16123,7.71,7.68,4.69 +1865,0.7,Very Good,E,VS1,63.4,60.0,3068,5.63,5.66,3.58 +49450,0.71,Very Good,I,VS2,59.5,57.0,2111,5.85,5.88,3.49 +15047,0.3,Ideal,F,VS2,62.0,55.0,605,4.31,4.33,2.68 +5518,1.0,Good,I,SI1,63.8,58.0,3850,6.28,6.32,4.02 +35930,0.43,Ideal,D,SI2,62.6,56.0,919,4.88,4.84,3.04 +51963,0.3,Ideal,H,VS1,61.4,57.0,545,4.31,4.32,2.65 +31286,0.32,Ideal,G,SI2,62.2,53.0,450,4.4,4.44,2.75 +29234,0.32,Ideal,G,VS1,59.8,57.9,696,4.44,4.47,2.67 +42241,0.54,Ideal,G,SI1,62.6,57.0,1292,5.18,5.21,3.25 +5009,0.78,Very Good,F,VS1,61.7,55.0,3744,5.89,5.94,3.65 +37640,0.39,Premium,H,VVS1,61.5,56.0,990,4.73,4.7,2.9 +21710,0.27,Ideal,G,IF,61.2,57.0,627,4.17,4.2,2.56 +23451,1.59,Ideal,H,VS2,60.7,61.0,11437,7.56,7.5,4.57 +38372,0.5,Very Good,J,VS2,63.4,58.0,1023,5.07,5.02,3.2 +28067,0.31,Ideal,G,VVS2,62.7,57.0,660,4.32,4.35,2.72 +24113,2.03,Premium,J,SI2,61.6,58.0,12268,8.12,8.15,5.01 +35932,0.43,Premium,D,SI2,61.1,58.0,919,4.9,4.86,2.98 +36563,0.36,Ideal,G,VVS1,62.1,56.0,945,4.6,4.58,2.85 +23484,1.99,Premium,G,SI2,59.1,61.0,11486,8.08,8.05,4.77 +32218,0.31,Ideal,G,VVS1,61.8,54.0,789,4.39,4.41,2.72 +20552,1.51,Fair,E,SI1,65.3,62.0,8869,7.16,7.09,4.65 +34923,0.3,Ideal,J,VS1,62.6,53.0,373,4.28,4.32,2.69 +15116,1.13,Ideal,H,SI1,61.5,56.0,6075,6.69,6.71,4.12 +45666,0.52,Ideal,G,VS1,63.0,54.0,1694,5.17,5.12,3.24 +41784,0.57,Premium,F,SI2,60.4,58.0,1247,5.4,5.37,3.25 +47244,0.62,Premium,G,VS2,61.1,59.0,1841,5.56,5.5,3.38 +31888,0.3,Premium,G,VS1,61.4,60.0,776,4.33,4.3,2.65 +41727,0.41,Ideal,E,VVS2,60.0,57.0,1243,4.85,4.81,2.9 +18085,1.5,Premium,J,VS2,61.7,56.0,7308,7.33,7.23,4.49 +31968,0.26,Premium,F,VS1,59.5,58.0,452,4.18,4.22,2.5 +7181,1.01,Very Good,G,SI1,63.3,57.0,4185,6.37,6.35,4.02 +19207,1.04,Premium,G,VVS2,61.8,58.0,7953,6.47,6.51,4.01 +1300,0.72,Ideal,D,SI1,61.9,55.0,2954,5.75,5.78,3.57 +24881,1.56,Premium,G,VS2,61.9,58.0,13299,7.44,7.4,4.59 +41414,0.53,Very Good,D,SI2,59.3,61.0,1226,5.26,5.29,3.13 +40545,0.55,Very Good,I,SI1,63.6,57.0,1149,5.15,5.19,3.29 +43273,0.3,Very Good,I,SI1,63.4,57.0,506,4.25,4.23,2.69 +32122,0.34,Ideal,F,VVS2,61.7,55.0,784,4.49,4.52,2.78 +10390,0.31,Premium,G,SI1,58.8,62.0,593,4.42,4.39,2.59 +18826,1.7,Very Good,J,SI1,59.1,61.0,7713,7.79,7.85,4.62 +47172,0.59,Premium,D,SI1,62.8,57.0,1835,5.38,5.32,3.36 +17881,1.18,Ideal,H,VS1,64.9,58.0,7216,6.57,6.53,4.25 +854,0.74,Ideal,H,SI1,62.1,56.0,2870,5.77,5.83,3.6 +27182,2.01,Premium,H,SI1,59.6,59.0,17458,8.27,8.19,4.9 +42298,0.32,Ideal,H,VS2,62.0,55.0,505,4.38,4.4,2.72 +13739,0.41,Premium,F,SI2,59.0,58.0,604,4.87,4.89,2.88 +45344,0.52,Very Good,D,VS2,60.0,57.0,1664,5.22,5.25,3.14 +50509,0.54,Ideal,G,IF,62.5,57.0,2271,5.16,5.2,3.24 +6305,1.5,Premium,H,I1,62.9,60.0,4022,7.31,7.22,4.57 +2384,0.32,Very Good,E,SI1,62.2,58.0,561,4.36,4.39,2.72 +18254,1.32,Ideal,G,SI1,61.9,57.0,7414,7.05,7.01,4.35 +11499,1.17,Ideal,H,SI2,62.3,57.0,5019,6.74,6.78,4.21 +6719,0.33,Ideal,F,SI2,61.4,57.0,413,4.44,4.48,2.74 +46989,0.55,Ideal,E,VS2,62.0,55.0,1816,5.26,5.28,3.27 +34340,0.3,Ideal,E,VVS1,62.1,57.0,862,4.27,4.29,2.66 +12105,1.1,Premium,D,SI1,60.4,59.0,5166,6.66,6.69,4.03 +21423,1.52,Ideal,G,SI1,60.7,57.0,9530,7.38,7.41,4.49 +47772,0.53,Ideal,G,VVS2,61.0,56.0,1895,5.19,5.23,3.18 +48642,0.31,Premium,I,SI1,62.8,60.0,537,4.31,4.29,2.7 +24145,1.51,Very Good,D,VS2,63.2,57.0,12311,7.27,7.25,4.59 +33071,0.32,Ideal,H,IF,61.6,54.0,814,4.41,4.49,2.74 +37751,0.34,Ideal,D,VS1,60.3,56.0,998,4.53,4.56,2.74 +39634,0.34,Ideal,G,IF,61.7,55.0,1084,4.5,4.48,2.77 +17081,1.1,Very Good,F,VS2,61.4,58.0,6810,6.63,6.73,4.1 +49034,0.55,Ideal,D,VS1,61.4,57.0,2054,5.26,5.29,3.24 +25364,0.28,Very Good,E,VVS1,61.9,59.0,642,4.16,4.21,2.59 +12726,0.9,Premium,E,VS2,59.5,58.0,5312,6.33,6.28,3.75 +32286,0.31,Ideal,J,VVS2,61.8,54.0,453,4.38,4.39,2.71 +40622,0.41,Premium,E,VS1,60.8,59.0,1153,4.82,4.76,2.91 +29507,0.32,Ideal,E,VS2,62.1,55.0,702,4.36,4.4,2.72 +29581,0.41,Very Good,E,SI1,62.8,58.0,705,4.72,4.77,2.98 +27365,0.28,Ideal,E,VVS2,62.1,56.0,646,4.19,4.21,2.61 +43179,0.55,Ideal,F,SI1,61.0,56.0,1390,5.28,5.34,3.24 +44534,0.51,Premium,D,SI1,62.0,59.0,1602,5.15,5.11,3.18 +5318,0.9,Ideal,G,SI2,62.7,53.0,3805,6.18,6.22,3.89 +39380,0.4,Ideal,H,IF,60.9,58.0,1074,4.75,4.78,2.9 +29373,0.31,Premium,E,SI1,59.3,59.0,698,4.48,4.42,2.64 +22531,1.56,Ideal,F,SI2,61.2,55.0,10571,7.47,7.57,4.6 +33449,0.32,Ideal,G,VS1,62.0,56.0,828,4.41,4.37,2.72 +8571,1.1,Premium,I,SI1,62.7,58.0,4435,6.58,6.54,4.11 +45546,0.51,Premium,D,SI1,61.0,60.0,1687,5.18,5.15,3.15 +43933,0.3,Ideal,I,VVS2,62.0,56.0,515,4.29,4.32,2.67 +48831,0.7,Good,H,SI1,63.3,60.0,2029,5.57,5.65,3.55 +39147,0.32,Ideal,E,VVS1,62.2,55.0,1061,4.41,4.37,2.73 +19694,0.3,Ideal,G,VS1,62.4,57.0,624,4.3,4.32,2.69 +7500,0.79,Ideal,E,VS1,62.0,56.0,4240,5.9,5.93,3.67 +27388,0.41,Ideal,J,VS1,60.2,57.0,647,4.81,4.85,2.91 +19897,1.02,Premium,F,VVS2,61.5,60.0,8445,6.5,6.45,3.98 +17618,1.01,Very Good,E,VS1,60.9,55.0,7094,6.48,6.58,3.98 +17767,1.22,Premium,F,VS2,63.0,60.0,7154,6.85,6.74,4.28 +30833,0.33,Good,I,VVS2,63.7,56.0,743,4.4,4.36,2.79 +6146,0.9,Good,H,VS2,61.9,58.0,3989,6.14,6.18,3.81 +27978,0.3,Very Good,E,VS2,62.4,57.0,658,4.24,4.29,2.66 +9791,1.01,Premium,E,SI2,61.5,58.0,4666,6.4,6.43,3.95 +45117,0.71,Good,I,SI1,60.0,64.0,1651,5.71,5.79,3.45 +49043,0.51,Very Good,E,VVS2,62.1,55.0,2056,5.14,5.16,3.2 +5750,0.98,Very Good,E,SI2,61.1,60.0,3895,6.31,6.36,3.87 +2589,0.71,Premium,D,VS2,59.2,59.0,3217,5.8,5.86,3.45 +46960,0.27,Ideal,G,VS1,62.3,53.0,527,4.16,4.19,2.6 +12990,1.22,Very Good,E,SI1,63.4,56.0,5397,6.79,6.76,4.29 +40267,0.33,Ideal,G,SI1,61.3,56.0,492,4.46,4.51,2.75 +10897,0.9,Ideal,G,VS2,60.8,57.0,4884,6.26,6.17,3.78 +33878,0.3,Premium,E,VS2,60.4,58.0,844,4.34,4.3,2.61 +27499,2.05,Ideal,E,SI1,62.4,57.0,18193,8.17,8.09,5.08 +39603,0.35,Ideal,I,SI1,62.2,54.0,491,4.52,4.55,2.82 +11124,1.29,Very Good,G,SI2,63.3,61.0,4937,6.84,6.8,4.32 +12015,0.9,Very Good,E,VS1,61.1,59.0,5151,6.14,6.2,3.77 +25191,2.17,Very Good,J,SI2,60.8,59.0,13782,8.37,8.41,5.1 +735,0.31,Ideal,I,VVS1,62.7,53.0,557,4.33,4.35,2.72 +45958,0.56,Ideal,F,VS2,61.6,55.0,1723,5.29,5.32,3.27 +30180,0.39,Premium,H,SI2,62.4,59.0,721,4.65,4.58,2.88 +24581,2.48,Ideal,I,SI2,62.3,57.0,12883,8.64,8.58,5.36 +2804,0.71,Ideal,D,SI1,60.9,57.0,3262,5.75,5.79,3.51 +53804,0.9,Good,H,SI1,63.8,56.0,2732,6.07,6.02,3.86 +14387,0.3,Ideal,F,VS2,61.8,56.0,605,4.3,4.31,2.66 +29094,0.36,Premium,D,SI2,60.9,58.0,689,4.63,4.6,2.81 +36006,0.31,Ideal,F,IF,62.2,55.0,921,4.35,4.38,2.71 +46147,0.55,Premium,F,VS2,62.5,56.0,1746,5.27,5.23,3.28 +25320,2.11,Premium,J,SI1,62.4,58.0,13996,8.27,8.17,5.13 +13962,1.02,Ideal,H,VS2,62.0,55.0,5683,6.47,6.44,4.0 +53534,0.71,Ideal,D,SI1,61.3,57.0,2690,5.74,5.78,3.53 +37387,0.4,Ideal,D,VS2,62.3,57.0,982,4.72,4.75,2.95 +28709,0.38,Ideal,E,SI1,60.7,56.0,680,4.69,4.73,2.86 +9972,1.14,Premium,H,SI2,60.6,59.0,4702,6.77,6.8,4.11 +40875,0.73,Fair,I,I1,66.1,58.0,1175,5.63,5.5,3.68 +384,0.83,Very Good,D,SI1,63.5,54.0,2811,5.98,5.95,3.79 +174,0.6,Ideal,E,VS1,61.7,55.0,2774,5.41,5.44,3.35 +45197,0.51,Ideal,G,VS1,59.7,57.0,1656,5.2,5.25,3.12 +49393,0.71,Very Good,G,SI1,62.3,57.0,2104,5.7,5.76,3.57 +7595,1.0,Premium,G,SI1,61.8,59.0,4256,6.43,6.38,3.96 +7097,1.0,Fair,H,VS2,66.8,63.0,4166,6.19,6.08,4.1 +13664,1.01,Very Good,H,VS1,62.0,60.0,5593,6.43,6.38,3.97 +5093,0.9,Good,D,SI1,63.6,63.0,3755,6.03,6.07,3.85 +24567,1.5,Very Good,G,VS1,61.7,63.0,12862,7.31,7.24,4.49 +53354,1.0,Ideal,J,SI2,61.2,56.0,2657,6.49,6.38,3.94 +16596,1.14,Ideal,H,VS2,62.0,54.0,6628,6.72,6.74,4.17 +46493,0.52,Ideal,H,VVS1,60.4,57.0,1778,5.2,5.23,3.15 +25059,2.01,Ideal,I,SI2,62.9,56.0,13574,8.06,8.03,5.06 +42170,0.43,Very Good,G,IF,62.7,58.0,1286,4.8,4.84,3.02 +10129,1.06,Premium,F,SI2,62.5,58.0,4719,6.54,6.41,4.05 +17243,1.0,Premium,F,VS2,60.7,58.0,6899,6.45,6.36,3.89 +8609,1.08,Ideal,J,SI1,61.8,56.2,4443,6.55,6.58,4.06 +35591,0.4,Premium,E,SI1,62.8,59.0,907,4.73,4.7,2.96 +25857,2.07,Ideal,H,SI1,60.6,56.0,14935,8.38,8.3,5.05 +21169,1.7,Premium,I,SI2,62.9,59.0,9330,7.57,7.51,4.74 +50445,0.53,Ideal,E,VVS2,61.9,55.0,2263,5.19,5.22,3.22 +3531,0.9,Premium,G,SI1,60.6,61.0,3407,6.16,6.12,3.72 +8567,1.0,Very Good,E,SI2,60.5,59.0,4435,6.44,6.48,3.91 +48752,0.56,Ideal,F,VS1,61.9,55.0,2016,5.36,5.32,3.3 +43468,0.47,Very Good,F,VVS2,60.9,59.0,1418,4.99,5.03,3.05 +47027,0.52,Premium,E,VS1,61.7,58.0,1819,5.17,5.11,3.17 +31852,0.3,Premium,G,VS1,62.2,59.0,776,4.28,4.24,2.65 +22844,2.03,Premium,H,SI2,58.1,59.0,10879,8.36,8.31,4.86 +21827,1.04,Ideal,E,VVS2,62.4,56.0,9897,6.51,6.47,4.05 +26079,2.04,Ideal,I,SI1,60.0,60.0,15308,8.3,8.26,4.97 +18366,0.37,Very Good,F,SI1,62.3,59.0,616,4.57,4.61,2.86 +41126,0.5,Fair,E,SI1,66.4,58.0,1196,4.98,4.87,3.27 +25292,1.51,Premium,F,VS2,61.7,58.0,13945,7.33,7.28,4.51 +30830,0.33,Premium,I,VVS2,61.0,58.0,743,4.46,4.42,2.71 +43862,0.5,Ideal,G,VS2,62.0,56.0,1449,5.08,5.11,3.16 +24435,2.54,Ideal,I,SI2,61.4,54.0,12687,8.83,8.78,5.41 +51981,0.3,Ideal,D,SI1,61.0,58.0,547,4.32,4.33,2.64 +7175,1.0,Good,E,SI2,59.9,63.0,4184,6.45,6.5,3.88 +52113,0.71,Very Good,G,VS2,63.1,56.0,2462,5.58,5.77,3.58 +39688,0.4,Premium,F,VVS2,62.2,59.0,1088,4.65,4.7,2.91 +53767,0.7,Ideal,F,VS1,62.5,56.0,2726,5.7,5.73,3.57 +48472,0.52,Ideal,F,VVS2,62.1,54.0,1978,5.17,5.2,3.22 +9183,1.08,Ideal,G,SI2,61.9,57.0,4544,6.55,6.57,4.06 +14388,0.3,Very Good,G,VS1,60.3,62.0,605,4.3,4.33,2.6 +36777,0.3,Ideal,E,VVS1,60.6,57.0,956,4.35,4.33,2.63 +47419,0.57,Premium,G,VS1,62.4,58.0,1851,5.29,5.32,3.31 +44704,0.57,Premium,H,VS1,61.7,58.0,1613,5.33,5.3,3.28 +6824,1.01,Very Good,F,SI2,62.8,58.0,4119,6.31,6.36,3.98 +20343,1.21,Good,G,VS1,63.6,56.0,8741,6.8,6.72,4.3 +50798,0.71,Good,I,VS1,63.6,56.0,2306,5.65,5.7,3.61 +27760,0.32,Premium,H,VS2,59.5,58.0,648,4.5,4.47,2.67 +19818,1.75,Good,H,SI2,64.1,56.0,8385,7.59,7.55,4.85 +50075,0.51,Ideal,F,VVS2,62.2,56.0,2203,5.12,5.08,3.17 +3917,0.72,Ideal,D,VS2,62.6,58.0,3495,5.7,5.73,3.58 +33136,0.31,Premium,E,VVS2,61.4,58.0,816,4.33,4.36,2.67 +17687,1.06,Premium,G,VS1,62.0,58.0,7130,6.56,6.51,4.05 +32093,0.33,Ideal,E,VS1,60.2,57.0,781,4.48,4.52,2.71 +5679,1.01,Very Good,I,SI2,61.8,60.0,3885,6.34,6.37,3.93 +53872,0.74,Premium,F,SI1,61.2,59.0,2744,5.88,5.82,3.58 +48456,0.58,Premium,G,VVS2,61.4,61.0,1975,5.43,5.38,3.32 +42888,0.32,Ideal,E,IF,61.4,56.0,1359,4.38,4.42,2.7 +17144,1.01,Good,E,VS2,63.9,59.0,6843,6.31,6.34,4.04 +9507,1.16,Fair,G,SI1,65.9,55.0,4612,6.54,6.51,4.3 +3305,0.8,Very Good,F,VS2,63.2,55.0,3369,5.9,5.88,3.72 +46700,0.5,Fair,D,VVS1,65.9,64.0,1792,4.92,5.03,3.28 +5819,1.18,Premium,J,VS2,62.8,59.0,3913,6.78,6.69,4.23 +53358,0.7,Premium,G,VS2,58.1,55.0,2657,5.83,5.8,3.38 +48860,0.59,Very Good,F,VS1,61.7,59.0,2034,5.35,5.38,3.31 +26768,2.28,Ideal,J,VS1,62.6,54.2,16592,8.37,8.41,5.25 +42862,0.51,Very Good,E,SI1,60.9,57.0,1357,5.17,5.2,3.16 +24698,0.3,Very Good,G,VVS2,62.9,58.0,638,4.26,4.29,2.69 +40386,0.42,Ideal,D,VVS2,62.0,55.0,1132,4.81,4.84,2.99 +44248,0.51,Premium,F,VS2,63.0,55.0,1574,5.1,5.06,3.2 +31859,0.3,Ideal,H,VVS2,61.1,55.0,776,4.36,4.32,2.65 +31430,0.3,Ideal,H,IF,62.5,56.0,764,4.31,4.33,2.7 +53681,0.73,Ideal,F,SI2,62.1,56.0,2712,5.8,5.76,3.59 +53226,0.9,Fair,E,SI2,64.4,58.0,2639,6.07,6.01,3.89 +15798,1.29,Ideal,G,SI2,61.5,55.0,6321,7.03,6.99,4.31 +2577,0.71,Ideal,E,VS1,62.3,54.0,3212,5.69,5.73,3.56 +22276,1.7,Premium,I,SI1,62.0,59.0,10331,7.59,7.64,4.72 +11210,1.15,Premium,H,SI2,62.9,56.0,4959,6.7,6.59,4.18 +44862,0.51,Very Good,H,VS1,60.7,56.0,1628,5.18,5.21,3.16 +7420,1.11,Ideal,F,SI2,62.0,57.0,4227,6.67,6.64,4.13 +34135,0.3,Ideal,F,VVS1,62.0,54.2,854,4.31,4.33,2.68 +9045,0.3,Ideal,F,VS1,61.5,55.0,587,4.33,4.35,2.67 +43324,0.51,Very Good,D,SI1,61.7,58.0,1403,5.09,5.12,3.15 +38022,0.39,Very Good,G,VS2,63.4,57.0,1009,4.67,4.63,2.95 +44312,0.3,Premium,D,SI1,62.5,59.0,520,4.26,4.22,2.65 +45013,0.54,Premium,H,VS1,61.3,58.0,1637,5.25,5.22,3.21 +6646,1.06,Ideal,I,SI2,61.3,56.0,4092,6.55,6.59,4.03 +33730,0.37,Ideal,F,VVS2,60.0,59.0,839,4.64,4.66,2.79 +37621,0.44,Premium,I,VVS1,60.8,57.0,990,4.93,4.88,2.98 +1045,0.61,Ideal,E,VVS2,62.1,54.2,2907,5.43,5.45,3.38 +17875,1.42,Fair,G,VS2,59.6,66.0,7214,7.31,7.23,4.33 +52575,0.7,Premium,D,SI2,61.9,58.0,2536,5.71,5.67,3.52 +20518,1.01,Very Good,E,VVS2,63.1,57.0,8849,6.31,6.39,4.01 +17441,1.24,Ideal,G,SI1,60.5,60.0,6994,6.97,6.91,4.2 +27891,0.44,Ideal,F,SI2,61.7,54.0,655,4.9,4.92,3.03 +7689,1.01,Premium,F,SI1,62.7,54.0,4276,6.42,6.37,4.01 +51178,0.75,Very Good,F,SI1,63.1,58.0,2347,5.7,5.74,3.61 +28800,0.27,Very Good,F,VVS1,61.8,56.0,682,4.17,4.19,2.58 +6611,0.74,Ideal,E,VVS2,62.2,57.0,4082,5.78,5.83,3.61 +52753,0.74,Premium,F,VS2,62.3,58.0,2560,5.77,5.72,3.58 +20640,1.51,Premium,J,VVS2,62.6,59.0,8930,7.33,7.31,4.58 +10737,0.33,Ideal,I,VS2,62.4,56.0,594,4.43,4.39,2.75 +6687,0.97,Premium,G,SI2,61.3,57.0,4101,6.37,6.32,3.89 +47275,0.58,Good,E,SI1,61.0,62.0,1844,5.36,5.33,3.26 +39530,0.4,Very Good,I,VVS1,63.3,57.0,1080,4.71,4.67,2.97 +30727,0.41,Good,D,SI1,63.4,55.0,738,4.68,4.72,2.98 +17152,1.71,Good,G,SI2,63.7,57.0,6847,7.54,7.5,4.79 +3042,0.3,Very Good,G,VS1,62.0,60.0,565,4.27,4.31,2.66 +45575,0.52,Very Good,G,VS1,61.1,58.0,1689,5.16,5.19,3.16 +25284,2.23,Premium,J,SI2,61.3,60.0,13931,8.4,8.35,5.13 +42948,0.3,Premium,F,SI2,62.3,58.0,506,4.32,4.28,2.68 +49819,0.7,Good,F,SI1,57.7,65.0,2167,5.78,5.72,3.32 +33639,0.38,Premium,G,VS1,60.6,58.0,833,4.64,4.67,2.82 +37553,0.31,Premium,E,VVS1,61.5,58.0,988,4.37,4.35,2.68 +38702,0.37,Premium,E,VS2,62.3,59.0,1041,4.59,4.56,2.85 +11092,1.0,Ideal,D,SI1,62.5,55.0,4928,6.43,6.38,4.0 +15145,1.23,Ideal,H,SI2,62.1,55.9,6088,6.82,6.85,4.24 +3844,0.78,Premium,D,VS2,63.0,58.0,3473,5.86,5.8,3.67 +51216,0.7,Ideal,G,SI1,62.2,56.0,2352,5.72,5.69,3.55 +35954,0.3,Ideal,F,SI1,61.4,58.0,475,4.3,4.33,2.65 +18435,1.0,Good,D,VS1,57.8,61.0,7500,6.62,6.56,3.81 +45357,0.56,Ideal,D,SI1,61.2,57.0,1664,5.37,5.35,3.28 +15438,1.37,Premium,F,SI2,62.8,57.0,6181,7.12,7.08,4.46 +355,0.74,Premium,F,VS2,61.9,56.0,2805,5.8,5.77,3.58 +4297,0.73,Ideal,G,VS1,61.2,56.0,3589,5.82,5.85,3.57 +10834,1.09,Ideal,H,SI1,61.9,56.0,4871,6.64,6.61,4.1 +30868,0.33,Premium,G,VS2,60.8,62.0,743,4.46,4.42,2.7 +12545,1.23,Ideal,I,SI2,62.1,56.0,5269,6.88,6.84,4.26 +12231,1.05,Very Good,G,SI1,61.6,57.0,5197,6.51,6.54,4.02 +42884,0.54,Ideal,H,VS2,61.9,56.0,1359,5.24,5.26,3.25 +40471,0.38,Ideal,G,VVS1,61.6,57.0,1140,4.73,4.65,2.89 +41381,0.55,Ideal,E,SI2,62.0,56.0,1221,5.27,5.31,3.28 +11997,1.13,Very Good,E,SI2,63.4,59.0,5147,6.53,6.59,4.16 +1407,0.36,Ideal,F,SI1,61.6,56.0,560,4.57,4.62,2.83 +520,0.82,Ideal,F,SI2,62.4,54.0,2824,6.02,5.97,3.74 +9534,1.05,Premium,G,SI2,63.0,57.0,4618,6.47,6.41,4.06 +6820,1.01,Premium,G,SI1,60.0,59.0,4118,6.51,6.47,3.89 +20901,1.14,Ideal,F,VS1,61.1,55.0,9116,6.78,6.74,4.13 +2468,0.71,Ideal,D,VS1,62.2,55.0,3192,5.71,5.74,3.56 +19919,1.4,Premium,I,VVS2,62.0,58.0,8467,7.22,7.16,4.46 +47542,0.51,Good,G,VVS1,63.2,58.0,1872,5.08,5.11,3.22 +34152,0.33,Premium,H,VVS2,62.4,60.0,854,4.42,4.39,2.75 +18110,1.56,Premium,I,VS2,60.8,59.0,7326,7.56,7.51,4.58 +21505,1.02,Ideal,F,VVS2,62.3,58.0,9598,6.42,6.45,4.01 +1682,0.74,Ideal,H,VS1,61.6,55.0,3030,5.79,5.83,3.58 +25216,1.82,Premium,I,VS1,61.4,60.0,13813,7.8,7.83,4.8 +21958,1.12,Premium,F,VVS2,62.4,59.0,10028,6.58,6.66,4.13 +872,0.7,Very Good,D,SI1,60.2,60.0,2872,5.75,5.82,3.48 +450,0.87,Ideal,H,SI2,62.7,56.0,2816,6.16,6.13,3.85 +50220,0.7,Very Good,F,SI1,61.8,58.0,2230,5.67,5.72,3.52 +26336,1.73,Ideal,E,SI1,61.9,57.0,15842,7.74,7.66,4.77 +4081,0.91,Very Good,G,SI2,60.0,57.0,3531,6.27,6.32,3.78 +22320,1.62,Premium,I,VS1,61.7,59.0,10362,7.55,7.47,4.63 +15533,1.21,Premium,E,SI2,61.5,58.0,6223,6.86,6.79,4.2 +11523,1.01,Very Good,H,SI1,61.9,59.0,5026,6.4,6.43,3.97 +1906,1.0,Ideal,H,I1,61.3,57.0,3080,6.41,6.44,3.94 +18953,1.01,Premium,F,VS1,61.4,60.0,7792,6.45,6.39,3.94 +12383,0.35,Ideal,I,VVS2,61.5,55.0,598,4.56,4.58,2.81 +19047,0.3,Very Good,E,VVS2,61.1,62.0,622,4.28,4.33,2.63 +44770,0.42,Ideal,D,VVS1,61.8,55.0,1621,4.85,4.83,2.99 +48484,0.55,Premium,H,VVS1,61.1,57.0,1980,5.35,5.26,3.24 +34920,0.34,Ideal,F,VS2,61.6,57.0,880,4.53,4.47,2.77 +23775,2.45,Very Good,H,SI2,63.5,58.0,11830,8.7,8.58,5.49 +8259,0.92,Premium,E,SI1,61.3,58.0,4379,6.19,6.25,3.81 +42353,0.59,Ideal,I,VS2,62.0,54.0,1300,5.4,5.43,3.36 +16508,1.26,Ideal,I,SI1,62.6,57.0,6597,6.89,6.92,4.32 +13938,1.35,Ideal,H,SI2,60.0,57.0,5670,7.19,7.15,4.3 +4334,0.9,Premium,E,SI2,62.2,60.0,3599,6.19,6.15,3.84 +8364,1.01,Good,E,SI1,59.3,64.0,4399,6.47,6.49,3.84 +30639,0.41,Ideal,D,SI1,62.3,56.0,735,4.74,4.79,2.97 +1531,0.7,Premium,G,VVS2,60.6,60.0,2999,5.77,5.69,3.47 +35350,0.42,Premium,H,SI1,62.0,59.0,898,4.79,4.76,2.96 +46036,0.57,Premium,E,SI1,60.3,57.0,1728,5.4,5.34,3.24 +26644,2.04,Premium,G,SI2,61.8,56.0,16426,8.13,8.05,5.0 +4561,0.93,Very Good,G,SI2,60.8,62.0,3644,6.29,6.34,3.84 +20101,1.22,Very Good,F,VS2,62.3,57.0,8575,6.8,6.84,4.25 +19749,1.5,Premium,E,SI2,62.7,59.0,8316,7.3,7.22,4.55 +10463,1.08,Very Good,I,VS1,62.5,57.0,4790,6.51,6.54,4.08 +1555,1.01,Fair,D,SI2,64.6,56.0,3003,6.31,6.24,4.05 +35601,0.31,Ideal,H,VVS1,61.6,55.0,907,4.38,4.35,2.69 +19758,1.56,Premium,J,VS1,61.1,59.0,8324,7.49,7.52,4.58 +51737,0.57,Ideal,F,VVS2,61.7,56.0,2402,5.31,5.35,3.29 +25022,0.3,Ideal,E,SI1,61.7,57.0,640,4.29,4.33,2.66 +50892,0.7,Premium,G,VS2,60.8,58.0,2317,5.75,5.8,3.51 +46004,0.54,Ideal,D,VS2,61.2,56.0,1725,5.24,5.28,3.22 +45180,0.51,Ideal,E,VS2,61.8,57.0,1656,5.14,5.15,3.18 +43551,0.5,Good,G,VS1,57.5,56.0,1429,5.3,5.24,3.03 +5494,1.06,Good,I,SI2,58.7,60.0,3842,6.65,6.71,3.92 +32142,0.4,Good,D,VS2,63.5,56.0,786,4.66,4.72,2.98 +16500,1.28,Premium,H,SI1,62.0,62.0,6595,6.93,6.87,4.28 +10156,1.01,Very Good,D,SI2,61.9,58.0,4727,6.43,6.49,4.0 +35820,0.31,Ideal,F,IF,61.0,56.0,914,4.39,4.43,2.69 +32817,0.34,Ideal,D,VS2,62.4,53.0,805,4.49,4.52,2.81 +12803,1.13,Premium,H,SI1,61.4,59.0,5338,6.73,6.68,4.12 +24987,1.72,Good,F,SI1,64.3,60.0,13499,7.52,7.56,4.85 +25754,1.53,Premium,G,VS1,62.6,60.0,14699,7.39,7.3,4.6 +23071,1.22,Premium,G,IF,59.2,58.0,11104,7.02,6.97,4.14 +53253,0.72,Premium,G,VS1,62.3,61.0,2646,5.73,5.66,3.55 +24283,2.0,Premium,G,SI2,59.1,59.0,12521,8.2,8.14,4.83 +39734,0.39,Very Good,D,VVS1,63.0,60.0,1092,4.61,4.63,2.91 +14260,1.0,Premium,D,SI1,61.4,58.0,5775,6.37,6.43,3.93 +41992,0.43,Premium,G,VVS1,62.2,58.0,1264,4.83,4.78,2.99 +39124,0.41,Ideal,G,VS2,62.7,55.0,1061,4.79,4.75,2.99 +22094,1.51,Very Good,E,SI1,63.1,56.0,10113,7.24,7.22,4.56 +21684,1.6,Premium,I,VS2,60.2,58.0,9784,7.63,7.56,4.57 +50870,0.7,Good,F,SI1,60.0,62.0,2313,5.73,5.83,3.47 +49395,0.71,Fair,I,VS1,64.5,56.0,2104,5.61,5.56,3.6 +48038,0.44,Ideal,E,VVS1,61.1,56.0,1924,4.91,4.94,3.01 +25099,1.51,Very Good,G,VS1,63.5,55.0,13624,7.26,7.3,4.62 +40364,0.3,Premium,D,IF,62.1,59.0,1130,4.27,4.29,2.66 +10885,1.21,Premium,I,SI2,60.7,60.0,4879,6.88,6.82,4.16 +51984,0.25,Very Good,F,VVS2,61.9,57.0,548,4.07,4.11,2.53 +12897,0.81,Ideal,E,VVS2,62.2,53.7,5373,5.97,5.99,3.72 +6714,0.3,Very Good,G,SI1,60.1,58.0,413,4.31,4.34,2.6 +43569,0.41,Ideal,G,IF,62.3,55.0,1431,4.78,4.75,2.97 +30231,0.33,Ideal,E,VS2,61.2,56.0,723,4.45,4.47,2.73 +9785,1.0,Fair,H,SI1,67.6,59.0,4665,6.03,5.95,4.05 +30904,0.39,Ideal,G,VS2,61.5,57.0,745,4.69,4.74,2.9 +11901,1.13,Ideal,E,SI2,61.8,57.0,5120,6.68,6.65,4.12 +29893,0.3,Premium,D,VS2,62.3,58.0,710,4.29,4.32,2.68 +47079,0.52,Ideal,D,VS2,62.6,55.0,1822,5.12,5.14,3.21 +20075,1.45,Premium,H,VS1,60.6,60.0,8550,7.27,7.16,4.37 +25025,0.3,Fair,E,VS1,56.3,62.0,640,4.47,4.49,2.52 +38309,0.31,Good,I,SI1,64.3,55.0,488,4.29,4.27,2.75 +19259,1.55,Ideal,J,SI1,61.7,54.0,7987,7.47,7.5,4.62 +45495,0.5,Ideal,F,VS1,62.0,55.1,1679,5.05,5.11,3.16 +12334,1.01,Good,E,SI1,63.7,58.0,5226,6.36,6.32,4.04 +19199,1.51,Good,H,VS2,63.8,56.0,7949,7.24,7.17,4.6 +2806,0.75,Ideal,E,VS2,62.4,57.0,3263,5.76,5.81,3.61 +4617,0.89,Good,F,SI1,64.3,55.0,3663,6.12,6.01,3.9 +14978,1.02,Premium,E,VS2,60.3,60.0,6032,6.58,6.48,3.94 +30784,0.3,Very Good,E,VVS2,62.5,56.0,742,4.28,4.3,2.68 +25007,1.22,Ideal,F,VVS1,62.0,54.0,13539,6.88,6.9,4.27 +39628,0.35,Ideal,E,SI2,61.4,56.0,491,4.51,4.55,2.78 +11125,1.1,Very Good,H,SI1,62.4,58.0,4938,6.58,6.62,4.12 +20974,1.18,Premium,G,VVS2,58.2,62.0,9188,6.92,6.89,4.02 +21384,0.34,Ideal,D,SI1,61.5,53.0,626,4.51,4.53,2.78 +27094,1.7,Premium,G,VVS2,61.5,60.0,17228,7.64,7.59,4.68 +1145,0.53,Ideal,F,VVS1,61.6,56.0,2922,5.24,5.18,3.21 +730,0.32,Good,E,VS2,64.1,54.0,556,4.34,4.37,2.79 +29468,0.32,Ideal,E,VS2,61.4,56.0,702,4.4,4.43,2.71 +1703,0.78,Ideal,D,SI1,62.4,57.0,3035,5.87,5.89,3.67 +48799,0.71,Ideal,H,SI2,61.8,55.0,2024,5.75,5.7,3.54 +9208,1.07,Very Good,F,SI2,59.4,60.0,4552,6.68,6.75,3.99 +53550,0.9,Very Good,J,SI2,62.3,59.0,2693,6.15,6.18,3.84 +9104,1.0,Good,G,SI1,62.5,65.0,4528,6.24,6.31,3.92 +37966,0.41,Ideal,F,VS1,60.8,57.0,1007,4.77,4.8,2.91 +48928,0.55,Ideal,G,VVS1,62.0,55.0,2042,5.25,5.27,3.26 +10618,1.12,Ideal,I,SI1,62.0,56.0,4829,6.69,6.64,4.13 +33824,0.32,Ideal,G,VVS1,62.0,57.0,842,4.38,4.42,2.73 +28175,0.35,Very Good,E,VS2,61.4,58.0,665,4.51,4.55,2.78 +8551,1.03,Ideal,I,SI1,62.2,58.0,4434,6.45,6.41,4.0 +9318,1.11,Premium,H,SI2,61.6,60.0,4578,6.6,6.67,4.09 +7617,1.01,Good,D,SI2,57.6,62.0,4260,6.56,6.66,3.81 +24401,1.5,Ideal,F,VS2,60.3,57.0,12641,7.42,7.33,4.45 +36120,0.33,Premium,G,VVS2,61.3,59.0,927,4.45,4.42,2.72 +52986,0.72,Ideal,I,VVS2,62.8,57.0,2594,5.69,5.74,3.59 +28456,0.41,Good,G,SI1,63.4,57.0,671,4.7,4.73,2.99 +26869,1.5,Premium,D,VS1,62.8,58.0,16793,7.29,7.26,4.57 +6625,0.64,Ideal,D,VVS1,61.8,54.0,4084,5.54,5.56,3.43 +37274,0.26,Ideal,H,VS1,62.2,55.0,482,4.08,4.09,2.54 +42134,0.5,Premium,D,SI1,61.3,60.0,1279,5.15,5.1,3.14 +6220,1.01,Ideal,G,SI1,62.9,57.0,4004,6.37,6.3,3.98 +50774,0.81,Fair,F,SI2,68.8,79.0,2301,5.26,5.2,3.58 +31607,0.3,Good,J,VS2,63.4,57.0,368,4.22,4.26,2.69 +14871,1.01,Very Good,F,VS2,61.1,56.0,5988,6.49,6.56,3.99 +43700,0.5,Good,D,SI1,63.6,58.0,1436,5.05,5.08,3.22 +45813,0.56,Very Good,F,VS1,62.0,59.0,1712,5.3,5.34,3.3 +30018,0.4,Good,H,VS2,63.1,62.0,717,4.75,4.66,2.97 +9486,1.01,Premium,G,SI1,62.8,59.0,4605,6.43,6.34,4.01 +39084,0.31,Ideal,E,IF,61.9,56.0,1060,4.35,4.37,2.7 +1177,0.71,Very Good,E,VS2,61.3,60.0,2930,5.74,5.71,3.51 +48509,0.54,Very Good,G,VVS1,60.6,55.0,1983,5.28,5.31,3.21 +14581,1.13,Premium,H,VS2,60.6,58.0,5885,6.81,6.72,4.1 +23278,1.2,Premium,E,VVS2,62.1,58.0,11301,6.76,6.7,4.18 +31737,0.31,Ideal,H,IF,61.4,57.0,772,4.36,4.39,2.68 +25181,1.7,Premium,F,SI1,62.3,58.0,13766,7.63,7.59,4.74 +50828,0.73,Premium,F,SI2,61.6,58.0,2309,5.79,5.73,3.55 +3099,1.02,Ideal,G,I1,61.5,56.0,3321,6.46,6.49,3.98 +30702,0.3,Premium,G,VVS1,61.3,58.0,737,4.29,4.33,2.64 +17949,1.06,Ideal,G,VS2,62.3,56.0,7255,6.49,6.54,4.06 +18241,1.14,Ideal,H,VS2,61.1,57.0,7409,6.71,6.78,4.12 +31157,0.41,Good,E,SI1,63.5,57.0,755,4.69,4.73,2.99 +35377,0.41,Very Good,G,VS1,60.5,57.0,899,4.81,4.85,2.92 +37204,0.34,Ideal,G,IF,62.1,54.0,974,4.48,4.5,2.79 +10648,1.01,Very Good,H,SI1,63.4,59.0,4836,6.34,6.28,4.0 +17919,1.0,Premium,H,IF,60.6,57.0,7235,6.54,6.47,3.94 +29759,0.3,Ideal,D,SI1,62.0,56.0,709,4.34,4.3,2.68 +46833,0.55,Ideal,F,VS1,61.3,57.0,1809,5.25,5.28,3.23 +40732,0.37,Ideal,E,VVS2,61.6,55.0,1162,4.62,4.63,2.85 +39997,0.41,Ideal,F,VS2,61.8,56.0,1107,4.79,4.76,2.95 +30923,0.34,Very Good,E,VS2,58.8,59.0,745,4.56,4.59,2.69 +11379,0.34,Good,E,SI1,63.2,55.0,596,4.46,4.49,2.83 +53297,0.3,Good,I,VVS1,63.8,56.0,552,4.23,4.26,2.71 +6219,0.89,Very Good,E,SI1,62.7,57.0,4003,6.08,6.13,3.83 +28470,0.32,Ideal,H,VS1,62.1,55.0,672,4.4,4.39,2.73 +37584,0.32,Ideal,F,VVS1,61.8,55.0,990,4.41,4.36,2.71 +16184,1.1,Premium,D,SI1,60.7,55.0,6468,6.74,6.71,4.08 +45376,0.7,Very Good,I,VS2,62.2,59.0,1666,5.64,5.71,3.53 +46473,0.53,Very Good,E,VS1,63.0,56.0,1776,5.13,5.16,3.24 +15010,1.22,Premium,D,SI2,62.0,60.0,6046,6.8,6.74,4.2 +18446,1.27,Premium,H,VS2,60.0,61.0,7503,7.03,6.99,4.26 +6120,1.01,Premium,G,SI2,60.6,59.0,3981,6.49,6.41,3.91 +2771,0.7,Very Good,F,VVS1,63.3,56.0,3252,5.7,5.64,3.59 +9361,0.32,Ideal,D,SI1,61.3,55.0,589,4.39,4.42,2.7 +8811,1.2,Good,I,SI2,64.1,57.0,4476,6.7,6.62,4.27 +10666,1.2,Premium,J,SI1,61.4,59.0,4838,6.87,6.82,4.2 +28311,0.32,Premium,I,SI1,61.0,59.0,432,4.36,4.39,2.67 +28883,0.32,Very Good,F,SI1,63.2,55.0,684,4.4,4.37,2.77 +14267,1.34,Ideal,I,SI2,61.3,55.0,5778,7.16,7.12,4.38 +30637,0.3,Ideal,G,VVS1,62.0,54.9,735,4.3,4.33,2.68 +4419,1.04,Premium,H,SI2,62.4,58.0,3611,6.49,6.4,4.02 +32377,0.43,Ideal,G,SI1,61.5,57.0,790,4.84,4.87,2.98 +48185,0.6,Good,D,SI1,63.8,57.0,1944,5.32,5.27,3.38 +10733,0.33,Premium,I,VS2,60.6,58.0,594,4.47,4.44,2.7 +2081,0.81,Ideal,E,SI1,62.4,57.0,3109,5.92,5.97,3.71 +40812,0.54,Ideal,I,SI1,60.0,59.0,1170,5.29,5.31,3.18 +18204,1.32,Very Good,H,SI1,62.3,58.0,7389,6.96,7.0,4.35 +45070,0.71,Very Good,J,SI1,60.7,58.0,1643,5.78,5.81,3.52 +5936,1.01,Ideal,F,SI2,62.7,57.0,3945,6.37,6.43,4.01 +1846,0.7,Very Good,E,VS1,62.5,56.0,3063,5.64,5.68,3.54 +35002,0.42,Premium,G,SI1,60.6,62.0,882,4.85,4.82,2.93 +46495,0.52,Ideal,F,VS1,62.3,55.0,1778,5.16,5.21,3.23 +31938,0.3,Ideal,F,VS2,62.3,57.0,776,4.33,4.3,2.69 +47047,0.5,Ideal,D,VS2,62.9,54.0,1819,5.09,5.05,3.19 +11249,1.02,Ideal,F,SI2,61.6,56.0,4968,6.47,6.5,3.99 +53623,0.3,Good,D,SI1,63.8,57.0,552,4.27,4.29,2.73 +9358,1.09,Ideal,G,SI2,62.1,56.0,4586,6.59,6.66,4.12 +42228,0.39,Premium,D,VVS2,63.0,57.0,1290,4.69,4.65,2.94 +26748,1.41,Ideal,F,VVS1,61.1,57.0,16545,7.2,7.28,4.42 +34016,0.3,Ideal,D,VS1,61.8,56.0,848,4.34,4.3,2.67 +45920,0.53,Very Good,E,VS2,61.6,57.0,1721,5.18,5.21,3.2 +39838,0.51,Very Good,E,SI2,60.3,56.0,1098,5.19,5.22,3.14 +26395,2.19,Very Good,I,SI2,60.3,60.0,15907,8.29,8.33,5.01 +13549,1.23,Very Good,G,SI2,63.4,58.0,5550,6.8,6.77,4.3 +50929,0.71,Ideal,I,SI1,60.2,60.0,2319,5.77,5.79,3.48 +18904,1.13,Ideal,F,VS2,61.8,54.0,7756,6.72,6.73,4.15 +31048,0.41,Ideal,H,VS1,61.8,56.0,750,4.73,4.78,2.94 +24241,1.15,Ideal,E,VVS1,60.9,56.0,12447,6.79,6.8,4.14 +21500,1.53,Ideal,G,SI2,62.5,57.0,9596,7.39,7.32,4.6 +890,0.7,Premium,F,VS1,60.8,62.0,2874,5.71,5.67,3.46 +4124,0.72,Ideal,G,VS1,62.0,56.0,3540,5.74,5.78,3.57 +27343,1.58,Ideal,E,VS1,62.6,56.0,17894,7.41,7.44,4.65 +30723,0.41,Good,D,SI1,63.3,55.0,738,4.74,4.77,3.01 +37714,0.34,Very Good,H,VVS1,63.2,58.0,995,4.45,4.41,2.8 +6340,0.9,Ideal,G,SI2,61.5,57.0,4032,6.19,6.23,3.82 +25377,0.31,Ideal,E,VS2,61.7,55.0,642,4.38,4.41,2.71 +41163,0.38,Very Good,D,VVS2,61.9,56.0,1200,4.63,4.65,2.87 +33553,0.3,Ideal,G,IF,62.3,52.8,830,4.29,4.33,2.69 +9067,1.02,Good,H,SI2,60.3,63.0,4517,6.45,6.49,3.9 +40970,0.45,Good,H,VVS1,56.8,64.0,1180,5.08,4.99,2.86 +18336,1.5,Very Good,H,SI1,62.0,63.0,7459,7.24,7.19,4.47 +35962,0.31,Ideal,J,VVS2,60.3,60.0,476,4.4,4.45,2.67 +50184,0.66,Ideal,H,VS1,62.7,55.0,2222,5.6,5.57,3.5 +45375,0.7,Premium,J,SI1,61.6,58.0,1666,5.66,5.73,3.51 +20777,1.05,Very Good,G,IF,58.9,61.0,9013,6.64,6.67,3.92 +29564,0.4,Very Good,E,VS2,62.5,56.0,705,4.66,4.72,2.93 +28612,0.3,Ideal,E,SI1,62.9,56.0,675,4.3,4.25,2.69 +51483,0.74,Ideal,F,SI1,60.4,56.0,2379,5.86,5.83,3.53 +47402,0.5,Ideal,D,SI1,61.8,55.0,1848,5.11,5.15,3.17 +17814,1.01,Ideal,G,VS2,61.4,57.0,7179,6.44,6.5,3.97 +53427,0.7,Ideal,F,VS2,61.8,54.0,2671,5.68,5.71,3.52 +4173,0.92,Premium,H,SI1,62.0,60.0,3555,6.27,6.21,3.87 +12193,1.06,Ideal,H,SI1,61.7,56.0,5188,6.58,6.55,4.05 +31364,0.33,Ideal,G,VVS2,60.4,57.0,761,4.48,4.52,2.72 +50752,0.56,Ideal,F,VVS2,61.9,56.0,2298,5.28,5.32,3.28 +10699,1.04,Ideal,I,SI1,61.2,56.0,4846,6.53,6.55,4.0 +40954,0.42,Ideal,G,VVS1,61.6,55.0,1179,4.81,4.87,2.98 +45765,0.58,Ideal,F,VS2,60.2,57.0,1706,5.43,5.48,3.28 +31421,0.34,Ideal,F,VS1,61.1,55.0,764,4.53,4.57,2.78 +15734,1.21,Ideal,I,VS1,60.5,58.0,6292,6.95,6.89,4.19 +18852,1.12,Ideal,F,VS2,61.9,55.0,7727,6.73,6.68,4.15 +43128,0.5,Very Good,H,VS2,63.9,57.0,1387,5.04,5.07,3.23 +18522,1.6,Premium,J,SI1,62.2,58.0,7550,7.48,7.54,4.67 +10226,1.11,Premium,I,VS2,58.3,60.0,4744,6.84,6.78,3.97 +28441,0.39,Very Good,E,SI1,59.1,59.0,670,4.76,4.81,2.83 +25444,1.5,Ideal,F,VS2,60.4,57.0,14199,7.43,7.41,4.48 +9139,1.13,Very Good,H,SI2,59.8,59.0,4537,6.75,6.82,4.06 +6119,0.81,Very Good,G,VVS2,63.5,55.0,3981,5.9,5.94,3.76 +10645,1.03,Very Good,H,SI1,60.8,60.0,4836,6.47,6.5,3.94 +4092,0.78,Very Good,D,VS2,63.0,58.0,3534,5.8,5.86,3.67 +12633,1.0,Premium,F,SI1,60.3,58.0,5292,6.47,6.43,3.89 +52897,0.73,Ideal,G,SI2,61.8,56.0,2585,5.76,5.83,3.58 +24363,0.42,Ideal,J,VS1,62.3,53.0,636,4.83,4.86,3.02 +8538,0.91,Very Good,G,SI1,60.2,58.0,4429,6.29,6.31,3.79 +32555,0.32,Ideal,F,VVS2,62.1,55.0,800,4.37,4.39,2.72 +44875,0.52,Ideal,F,VS2,62.5,56.0,1629,5.12,5.16,3.21 +6736,0.26,Ideal,I,VS1,61.6,54.0,578,4.08,4.12,2.53 +12714,0.26,Ideal,E,VVS2,62.3,57.0,599,4.06,4.09,2.54 +17791,1.0,Premium,E,VS2,63.0,58.0,7168,6.25,6.22,3.93 +16157,1.28,Ideal,F,SI2,62.3,55.0,6458,6.96,6.91,4.32 +27091,1.53,Ideal,D,VS2,62.7,54.0,17223,7.35,7.39,4.62 +19195,1.0,Very Good,G,VVS1,60.7,58.0,7945,6.46,6.53,3.94 +24088,1.21,Ideal,F,VVS1,59.8,60.0,12230,6.95,6.89,4.14 +40252,0.6,Ideal,I,SI2,62.2,54.0,1125,5.4,5.44,3.37 +22227,2.04,Ideal,I,SI2,62.8,57.0,10282,8.11,8.07,5.08 +13574,1.21,Very Good,G,SI2,59.6,60.0,5556,6.92,6.94,4.13 +6096,1.06,Ideal,I,SI2,62.4,57.0,3975,6.48,6.54,4.06 +30094,0.32,Ideal,H,VS1,62.9,54.0,720,4.41,4.37,2.76 +7403,0.33,Very Good,G,VS2,62.8,54.0,579,4.4,4.42,2.77 +25846,1.79,Premium,H,VS1,62.6,56.0,14904,7.81,7.76,4.87 +39090,0.31,Ideal,F,IF,61.5,55.0,1061,4.34,4.37,2.68 +22153,1.35,Ideal,G,VS1,61.5,56.0,10193,7.12,7.15,4.39 +5330,1.0,Premium,I,SI1,58.5,59.0,3808,6.56,6.54,3.83 +8876,1.04,Very Good,H,SI1,58.9,63.0,4484,6.59,6.55,3.87 +30104,0.32,Premium,H,VS1,62.4,58.0,720,4.4,4.35,2.73 +28375,0.24,Premium,E,VVS1,60.6,59.0,668,4.02,4.0,2.43 +32202,0.35,Premium,E,SI1,60.8,60.0,788,4.57,4.51,2.76 +18698,0.3,Ideal,E,VS2,63.8,56.0,619,4.28,4.2,2.71 +11435,1.09,Premium,H,VS2,61.2,58.0,5005,6.63,6.58,4.03 +37372,0.4,Premium,F,VS1,60.4,59.0,982,4.75,4.76,2.87 +50766,0.74,Premium,H,SI1,62.4,58.0,2300,5.75,5.7,3.57 +11923,1.09,Ideal,H,SI1,61.1,57.0,5125,6.6,6.69,4.1 +43968,0.34,Ideal,G,VS2,62.4,57.0,517,4.46,4.48,2.79 +46816,0.53,Premium,D,VS2,60.2,58.0,1808,5.23,5.26,3.16 +51097,0.71,Very Good,G,VS2,62.3,63.0,2335,5.7,5.64,3.53 +1165,0.81,Good,D,SI2,63.6,55.0,2926,5.91,5.86,3.74 +29011,0.34,Very Good,G,VS1,61.7,60.0,686,4.45,4.49,2.76 +34073,0.45,Very Good,E,SI1,62.8,58.0,851,4.84,4.88,3.05 +37284,0.3,Good,F,VS2,63.1,55.0,484,4.24,4.29,2.69 +27466,2.12,Premium,E,SI2,58.3,59.0,18120,8.48,8.41,4.92 +12031,0.34,Ideal,G,VS2,62.2,55.0,596,4.47,4.5,2.79 +36444,0.31,Ideal,D,VS2,62.1,56.0,942,4.35,4.34,2.7 +39011,0.39,Very Good,D,VVS2,61.4,59.0,1056,4.69,4.73,2.89 +31654,0.35,Premium,E,VS2,60.9,59.0,767,4.54,4.56,2.77 +19357,0.3,Good,E,VVS2,59.5,59.0,622,4.35,4.39,2.6 +21479,1.52,Ideal,E,SI2,60.1,57.0,9576,7.53,7.49,4.51 +30261,0.31,Ideal,E,VVS1,59.8,60.0,725,4.38,4.42,2.63 +2397,0.32,Premium,G,VS2,61.2,59.0,561,4.38,4.41,2.69 +41681,0.54,Ideal,H,SI1,62.2,56.0,1240,5.26,5.19,3.25 +38369,0.53,Good,J,VS2,63.8,57.0,1023,5.1,5.12,3.26 +2479,0.73,Ideal,F,VVS2,62.2,54.0,3193,5.8,5.75,3.59 +41782,0.57,Ideal,H,SI1,62.1,57.0,1247,5.32,5.3,3.3 +42587,0.35,Ideal,D,VVS1,60.8,55.0,1330,4.58,4.6,2.79 +45412,0.51,Ideal,G,VS1,61.9,56.0,1668,5.11,5.14,3.17 +33575,0.3,Very Good,F,VVS1,62.2,56.0,832,4.28,4.3,2.67 +8944,1.12,Very Good,H,SI2,60.9,60.0,4498,6.71,6.76,4.1 +48614,0.51,Ideal,F,VVS2,61.7,56.0,1998,5.12,5.15,3.17 +37654,0.33,Ideal,G,IF,61.5,56.0,992,4.46,4.48,2.75 +19971,1.5,Good,D,SI2,63.8,58.0,8518,7.2,7.16,4.58 +51523,0.72,Premium,F,SI1,62.0,60.0,2385,5.77,5.74,3.57 +53504,0.74,Good,F,SI2,62.6,65.0,2685,5.66,5.69,3.55 +32911,0.44,Very Good,E,SI1,62.9,58.0,810,4.85,4.88,3.06 +33117,0.31,Ideal,D,VS2,62.1,55.0,816,4.38,4.32,2.7 +14241,1.23,Premium,J,VVS2,61.2,57.0,5768,6.92,6.86,4.22 +6591,1.02,Premium,G,SI2,58.1,58.0,4078,6.67,6.58,3.85 +44338,0.33,Very Good,H,VS2,62.2,57.0,521,4.42,4.46,2.76 +3839,0.9,Good,D,SI2,60.3,64.0,3473,6.14,6.1,3.69 +50582,0.53,Very Good,E,VVS2,62.3,55.0,2280,5.18,5.22,3.23 +4529,1.12,Ideal,J,VS2,62.9,57.0,3638,6.55,6.52,4.11 +42906,0.5,Good,H,VVS2,61.9,64.3,1362,5.01,5.03,3.11 +18030,1.02,Good,G,VVS2,62.3,60.0,7292,6.38,6.49,4.01 +52546,0.76,Very Good,F,SI1,62.7,57.0,2533,5.81,5.86,3.66 +20625,1.01,Very Good,F,VVS2,62.3,56.0,8922,6.38,6.42,3.99 +80,0.26,Very Good,E,VVS1,62.6,59.0,554,4.06,4.09,2.55 +6821,1.07,Premium,H,SI2,62.2,59.0,4119,6.47,6.53,4.04 +21032,0.31,Good,F,VS2,63.9,56.0,625,4.29,4.32,2.75 +46201,0.68,Premium,G,SI1,61.9,60.0,1749,5.66,5.62,3.49 +51455,0.72,Ideal,H,VS2,62.8,57.0,2376,5.74,5.7,3.59 +1324,0.82,Ideal,I,SI1,61.8,55.0,2959,6.0,6.03,3.72 +25176,2.13,Premium,F,SI2,62.4,58.0,13760,8.22,8.16,5.11 +53399,0.72,Premium,E,SI1,63.0,56.0,2666,5.76,5.73,3.62 +22578,1.51,Good,H,VS2,63.5,60.0,10628,7.24,7.27,4.61 +37455,0.35,Premium,E,VS2,60.4,60.0,984,4.55,4.52,2.74 +7692,1.1,Very Good,H,SI1,62.1,58.0,4276,6.59,6.61,4.1 +35037,0.4,Premium,F,SI1,61.5,60.0,882,4.77,4.7,2.91 +17837,1.06,Ideal,H,VVS1,61.3,57.0,7193,6.55,6.53,4.01 +32786,0.32,Very Good,D,VVS2,61.1,59.0,804,4.39,4.42,2.69 +44763,0.52,Very Good,G,VS1,59.5,58.0,1621,5.21,5.28,3.12 +39575,0.46,Very Good,E,VS2,61.3,57.0,1081,4.99,5.02,3.07 +3196,0.71,Very Good,E,VS2,62.5,58.0,3344,5.69,5.73,3.57 +15861,1.1,Ideal,H,VS2,62.7,56.0,6344,6.58,6.63,4.14 +50956,0.59,Ideal,G,VVS1,61.5,57.0,2322,5.36,5.4,3.31 +47424,0.7,Good,F,SI2,64.1,55.0,1851,5.58,5.52,3.56 +8505,1.17,Premium,I,SI2,62.7,57.0,4423,6.77,6.69,4.22 +39358,0.44,Premium,E,VS2,62.3,59.0,1073,4.91,4.81,3.03 +45505,0.61,Ideal,F,SI1,61.4,56.0,1681,5.46,5.42,3.34 +20437,1.22,Very Good,G,IF,62.0,59.0,8793,6.8,6.85,4.23 +33197,0.3,Very Good,G,VVS2,59.7,63.0,819,4.37,4.34,2.6 +24281,1.58,Premium,F,SI1,61.4,61.0,12512,7.48,7.45,4.58 +32411,0.41,Ideal,D,SI1,62.3,55.0,791,4.77,4.79,2.98 +33193,0.3,Premium,G,VVS2,60.4,60.0,819,4.34,4.3,2.61 +7139,1.01,Very Good,G,SI2,62.9,56.0,4176,6.36,6.39,4.01 +37765,0.41,Ideal,E,VS2,61.8,54.0,999,4.79,4.76,2.95 +19561,1.5,Fair,E,SI2,59.9,68.0,8190,7.39,7.3,4.4 +24811,2.06,Premium,I,SI2,62.7,60.0,13198,8.11,8.06,5.07 +1809,1.01,Premium,H,SI2,61.1,60.0,3054,6.46,6.41,3.93 +50780,0.73,Ideal,I,VS1,62.1,55.8,2302,5.77,5.81,3.6 +46339,0.58,Ideal,E,SI1,61.5,55.0,1758,5.39,5.34,3.3 +4370,1.16,Ideal,I,SI2,62.8,57.0,3605,6.8,6.64,4.22 +26023,0.32,Ideal,F,VS2,62.3,56.0,645,4.37,4.4,2.73 +49405,0.58,Premium,E,VS1,60.7,58.0,2105,5.41,5.36,3.27 +49872,0.53,Ideal,F,VVS2,62.1,56.0,2175,5.15,5.22,3.22 +21556,1.76,Premium,I,VS2,62.4,58.0,9659,7.7,7.65,4.79 +3792,0.73,Ideal,H,VVS2,61.6,56.0,3463,5.8,5.82,3.57 +12359,1.01,Ideal,I,VS1,60.3,57.0,5231,6.51,6.53,3.93 +2661,0.73,Ideal,E,VS1,62.5,57.0,3235,5.73,5.76,3.59 +20594,1.72,Ideal,J,SI1,62.0,57.0,8900,7.66,7.62,4.74 +27482,2.12,Premium,G,SI2,62.6,59.0,18164,8.18,8.12,5.1 +40468,0.38,Ideal,D,VS1,62.2,57.0,1140,4.66,4.63,2.89 +8534,1.11,Ideal,I,SI2,61.6,54.0,4428,6.66,6.72,4.12 +37775,0.41,Ideal,E,VS2,62.5,55.0,999,4.77,4.74,2.97 +9467,0.9,Very Good,G,VVS1,62.3,58.0,4601,6.14,6.21,3.85 +3459,0.79,Ideal,E,SI2,61.0,57.0,3390,6.0,5.95,3.65 +9511,0.9,Premium,D,SI1,62.8,59.0,4612,6.18,6.14,3.87 +14007,1.2,Ideal,I,VS2,63.2,59.0,5699,6.73,6.68,4.24 +46204,0.58,Very Good,D,VS2,61.0,58.0,1750,5.37,5.42,3.29 +5175,1.04,Premium,I,SI2,62.0,57.0,3774,6.53,6.47,4.03 +40964,0.46,Good,G,VS1,59.5,61.4,1179,4.95,5.0,2.96 +24603,1.52,Very Good,G,VS1,59.3,59.0,12916,7.48,7.55,4.46 +8316,1.0,Ideal,H,SI2,58.3,61.0,4390,6.56,6.61,3.84 +16678,1.01,Very Good,E,VS2,62.7,57.0,6666,6.31,6.36,3.97 +51415,0.77,Good,E,SI2,58.1,63.0,2371,6.02,6.06,3.5 +9805,1.03,Very Good,E,SI2,62.1,59.0,4668,6.43,6.46,4.0 +1039,0.91,Premium,J,SI1,62.8,59.0,2905,6.19,6.14,3.87 +28956,0.25,Premium,E,VS1,61.5,60.0,435,4.02,4.04,2.48 +35629,0.3,Premium,H,VS2,62.2,59.0,473,4.28,4.31,2.67 +17844,1.02,Good,F,VS1,57.9,59.0,7197,6.64,6.59,3.83 +30043,0.3,Good,D,VVS2,61.6,63.0,719,4.23,4.27,2.62 +23735,2.01,Very Good,H,SI2,63.4,60.0,11780,7.97,7.89,5.03 +9692,0.32,Very Good,D,SI1,62.3,55.0,589,4.38,4.42,2.74 +35772,0.4,Very Good,E,VS2,61.2,60.0,912,4.79,4.68,2.9 +25539,1.5,Very Good,G,VVS1,63.1,62.0,14361,7.25,7.23,4.57 +33597,0.37,Ideal,G,VS2,61.5,56.0,833,4.64,4.59,2.84 +34845,0.3,Premium,G,VVS2,61.0,60.0,878,4.32,4.3,2.63 +3246,0.81,Ideal,I,VS2,61.4,55.0,3355,6.03,6.06,3.71 +1208,0.76,Premium,G,VS1,59.6,57.0,2937,6.01,5.91,3.55 +289,0.71,Premium,D,SI1,62.7,60.0,2797,5.67,5.71,3.57 +8593,0.56,Very Good,D,IF,60.7,56.0,4440,5.34,5.36,3.25 +34246,0.4,Very Good,D,SI2,63.4,56.0,855,4.73,4.67,2.98 +24252,1.51,Ideal,F,SI1,62.3,57.0,12459,7.33,7.3,4.56 +26331,2.0,Very Good,H,SI1,60.1,61.0,15840,8.1,8.13,4.88 +31334,0.38,Ideal,G,VS1,62.4,54.0,759,4.63,4.67,2.9 +27408,2.35,Premium,H,SI1,62.6,60.0,17999,8.42,8.38,5.26 +4966,0.9,Good,G,SI1,63.7,60.0,3734,6.07,6.11,3.88 +44765,0.53,Ideal,F,VS2,61.9,55.0,1621,5.2,5.23,3.23 +38617,0.3,Ideal,J,IF,61.5,56.0,489,4.32,4.33,2.66 +6882,1.16,Good,F,SI2,60.8,65.0,4131,6.78,6.75,4.11 +6433,1.02,Ideal,D,SI2,62.5,57.0,4044,6.43,6.38,4.0 +8211,0.9,Good,F,VS2,62.4,58.0,4370,6.08,6.1,3.8 +39973,0.51,Good,G,SI1,63.1,64.0,1107,5.08,5.03,3.19 +8347,1.02,Very Good,E,SI2,62.9,56.0,4398,6.36,6.43,4.02 +52914,0.73,Ideal,F,SI2,61.9,55.0,2588,5.78,5.82,3.59 +37702,0.5,Fair,F,SI1,65.1,59.0,994,5.01,4.92,3.23 +12561,1.69,Premium,J,I1,60.2,61.0,5277,7.79,7.7,4.66 +51636,0.31,Ideal,G,VS2,62.4,54.0,544,4.36,4.39,2.73 +44828,0.52,Ideal,F,SI1,62.0,54.0,1624,5.19,5.16,3.21 +31887,0.3,Premium,G,VS1,60.3,62.0,776,4.33,4.3,2.6 +9333,0.9,Good,E,VS2,63.1,58.0,4580,6.11,6.15,3.87 +47640,0.51,Ideal,D,VS2,61.9,55.0,1882,5.13,5.11,3.17 +21962,1.03,Very Good,F,IF,62.8,57.0,10032,6.4,6.47,4.04 +53661,0.71,Fair,F,VS1,57.3,67.0,2707,5.96,5.76,3.36 +4056,0.35,Ideal,I,VS1,62.1,54.0,571,4.54,4.57,2.83 +37675,0.42,Ideal,E,SI1,62.3,57.0,992,4.8,4.76,2.98 +27799,0.37,Ideal,G,VS2,60.8,57.0,649,4.61,4.66,2.82 +42839,0.41,Ideal,F,VVS1,60.9,56.0,1356,4.83,4.79,2.93 +53159,0.7,Good,G,VS1,64.3,57.0,2625,5.59,5.64,3.61 +34430,0.3,Ideal,G,IF,60.9,57.0,863,4.35,4.39,2.66 +5361,0.9,Good,G,SI1,64.1,59.4,3816,6.04,6.08,3.88 +46453,0.52,Premium,D,VS2,61.8,58.0,1774,5.15,5.2,3.2 +22895,1.58,Premium,D,SI2,59.6,59.0,10934,7.67,7.61,4.55 +36084,0.33,Ideal,G,IF,61.9,56.0,925,4.43,4.47,2.75 +21891,1.56,Premium,I,VS1,61.7,59.0,9959,7.46,7.41,4.59 +51147,0.7,Ideal,F,SI1,61.8,58.0,2343,5.7,5.75,3.54 +34776,0.41,Ideal,D,SI2,62.3,57.0,876,4.78,4.75,2.97 +33409,0.28,Premium,E,VVS1,62.9,52.0,828,4.21,4.18,2.64 +53821,0.71,Premium,G,VS2,63.0,56.0,2735,5.7,5.69,3.59 +19727,1.24,Very Good,G,VS1,62.0,55.0,8298,6.89,6.95,4.29 +6104,1.23,Good,D,I1,63.7,58.0,3977,6.72,6.79,4.3 +12450,1.21,Premium,F,SI2,58.9,60.0,5243,6.81,6.74,3.99 +45184,0.51,Ideal,E,VS2,62.0,56.0,1656,5.11,5.15,3.18 +7291,0.91,Very Good,H,VS2,59.9,62.0,4201,6.26,6.33,3.77 +23921,1.59,Ideal,H,VS1,61.8,57.0,12047,7.42,7.49,4.61 +36818,0.7,Fair,G,I1,67.3,57.0,956,5.53,5.38,3.68 +44174,0.55,Ideal,E,SI1,60.8,56.0,1566,5.31,5.34,3.24 +1246,0.78,Very Good,D,SI1,62.4,58.0,2945,5.86,5.9,3.67 +2885,1.01,Fair,I,SI1,65.5,58.0,3280,6.28,6.24,4.1 +22540,2.02,Ideal,I,SI2,62.3,55.0,10577,8.1,8.06,5.03 +38946,0.31,Ideal,H,VS2,62.6,57.0,489,4.31,4.35,2.71 +38219,0.43,Premium,E,SI1,60.2,60.0,1016,4.94,4.89,2.96 +45744,0.52,Very Good,D,VS2,59.4,61.0,1701,5.23,5.24,3.11 +52245,0.8,Very Good,H,SI2,57.0,63.0,2487,6.09,6.18,3.5 +10258,1.01,Fair,D,SI1,63.5,58.0,4751,6.35,6.25,4.0 +20126,1.5,Very Good,I,SI1,60.4,61.0,8590,7.35,7.39,4.45 +43784,0.57,Ideal,G,SI1,62.3,54.0,1441,5.34,5.35,3.33 +36698,0.34,Ideal,G,IF,61.1,57.0,952,4.47,4.51,2.75 +18671,1.19,Ideal,H,VS2,62.0,54.0,7633,6.79,6.83,4.22 +50685,0.62,Good,D,VS2,58.9,64.0,2288,5.62,5.55,3.29 +52516,0.74,Premium,E,SI2,61.3,59.0,2527,5.83,5.78,3.56 +46962,0.37,Fair,F,SI1,65.3,56.0,527,4.53,4.47,2.94 +15530,1.12,Ideal,H,VS2,61.8,55.0,6222,6.7,6.64,4.12 +25032,0.36,Very Good,F,SI1,60.7,54.0,641,4.64,4.67,2.83 +18589,1.56,Very Good,I,SI1,62.9,58.0,7584,7.31,7.35,4.61 +36954,0.27,Ideal,I,VVS2,61.6,55.0,480,4.17,4.21,2.58 +11746,1.14,Ideal,I,VS2,62.9,56.0,5075,6.71,6.67,4.21 +21610,1.52,Premium,H,VS2,60.6,61.0,9704,7.46,7.42,4.51 +52244,0.8,Very Good,J,VS1,62.7,58.0,2487,5.91,5.95,3.72 +30007,0.43,Very Good,E,SI2,62.7,55.0,716,4.83,4.87,3.04 +5526,1.01,Good,G,SI2,62.8,57.0,3852,6.3,6.34,3.97 +25469,1.64,Premium,E,SI1,59.5,58.0,14236,7.72,7.64,4.57 +17705,0.31,Good,H,VVS1,63.7,56.0,612,4.3,4.33,2.75 +6944,0.91,Very Good,F,SI1,62.0,59.0,4141,6.2,6.22,3.85 +11671,0.91,Premium,E,VS1,62.7,59.0,5057,6.15,6.19,3.87 +34653,0.31,Premium,E,VS2,60.5,60.0,872,4.36,4.34,2.63 +48933,0.7,Premium,F,SI2,61.5,58.0,2043,5.74,5.67,3.51 +24996,1.54,Ideal,G,VS2,60.2,59.0,13508,7.47,7.52,4.51 +30546,0.31,Ideal,D,VS2,62.7,57.0,734,4.3,4.34,2.71 +23586,1.28,Very Good,F,VVS2,62.0,57.0,11602,6.92,7.01,4.32 +40034,0.4,Good,E,SI1,60.6,65.0,1110,4.74,4.71,2.86 +45342,0.72,Good,J,SI1,60.1,64.0,1663,5.83,5.75,3.48 +53162,0.81,Ideal,J,VS1,62.3,57.0,2626,5.93,5.98,3.71 +18708,0.27,Very Good,E,VVS2,62.5,59.0,620,4.09,4.14,2.57 +44609,0.53,Ideal,E,SI1,61.6,56.0,1607,5.23,5.19,3.21 +43891,0.34,Ideal,H,SI1,61.1,56.0,508,4.52,4.55,2.77 +3767,0.9,Premium,F,SI2,61.6,58.0,3457,6.23,6.15,3.81 +35681,0.42,Ideal,H,VVS2,61.1,56.0,910,4.8,4.85,2.95 +5738,1.02,Premium,G,SI2,62.3,58.0,3892,6.41,6.38,4.0 +8292,1.03,Ideal,H,SI2,61.1,57.0,4384,6.55,6.52,3.99 +28497,0.3,Ideal,F,VS1,62.1,56.0,673,4.29,4.32,2.67 +10071,0.32,Premium,H,SI1,62.0,58.0,591,4.39,4.38,2.72 +36977,0.4,Very Good,D,VS1,63.2,60.0,963,4.65,4.69,2.95 +25072,1.21,Ideal,E,VVS1,62.0,55.0,13595,6.8,6.88,4.24 +39966,0.53,Very Good,J,VS1,61.4,56.0,1106,5.19,5.23,3.2 +35886,0.32,Ideal,G,IF,61.7,56.0,918,4.39,4.42,2.72 +14371,0.3,Ideal,H,VVS2,61.3,57.0,605,4.31,4.33,2.65 +34528,0.3,Ideal,F,VVS1,61.9,57.0,868,4.3,4.33,2.67 +20420,1.58,Premium,H,SI2,62.4,57.0,8777,7.45,7.36,4.62 +12923,1.03,Ideal,I,VS2,61.2,56.0,5378,6.5,6.51,3.98 +24424,1.89,Ideal,J,VS1,62.0,56.0,12674,7.93,7.98,4.93 +37263,0.32,Very Good,I,SI2,63.1,58.0,480,4.41,4.34,2.76 +11247,1.05,Good,E,SI1,64.2,61.0,4967,6.41,6.33,4.09 +40773,0.72,Good,F,I1,63.6,58.0,1166,5.72,5.62,3.6 +32838,0.44,Ideal,I,VS1,61.8,55.0,807,4.89,4.92,3.03 +8067,0.31,Ideal,G,VS1,61.9,55.0,583,4.36,4.37,2.7 +12104,1.22,Premium,I,SI2,62.9,56.0,5165,6.84,6.79,4.29 +23953,1.61,Ideal,F,SI1,62.6,58.0,12085,7.44,7.48,4.67 +2106,0.9,Good,F,SI2,63.3,57.0,3116,6.08,6.14,3.87 +8184,1.02,Ideal,G,SI2,62.0,55.0,4366,6.4,6.51,4.0 +8183,1.07,Premium,F,SI2,61.8,58.0,4366,6.51,6.57,4.04 +52413,0.7,Premium,G,VS1,61.0,59.0,2512,5.68,5.77,3.49 +32495,0.27,Ideal,F,IF,61.8,55.0,796,4.16,4.19,2.58 +46299,0.3,Very Good,E,SI1,62.9,57.0,526,4.27,4.32,2.7 +27280,2.14,Premium,F,SI2,58.2,61.0,17742,8.5,8.45,4.93 +20271,1.05,Premium,F,VVS2,61.3,59.0,8693,6.56,6.48,4.0 +43752,0.58,Very Good,D,SI2,62.9,56.0,1438,5.31,5.35,3.35 +32843,0.36,Ideal,F,VS2,61.5,55.0,807,4.6,4.57,2.82 +19374,0.27,Very Good,D,VVS2,62.2,59.0,622,4.08,4.12,2.55 +53422,0.7,Very Good,E,VS1,62.7,60.0,2671,5.59,5.64,3.52 +13386,0.37,Ideal,J,IF,61.9,54.0,601,4.63,4.68,2.88 +44517,0.52,Ideal,D,SI1,60.9,57.0,1600,5.17,5.21,3.16 +250,0.7,Ideal,E,SI1,61.6,56.0,2789,5.72,5.75,3.53 +15060,0.3,Premium,F,VS2,61.6,58.0,605,4.29,4.31,2.65 +34554,0.41,Ideal,F,SI1,61.1,56.0,870,4.79,4.83,2.94 +1630,0.81,Ideal,E,SI2,61.0,56.0,3015,5.99,6.05,3.67 +18343,1.7,Good,I,SI2,63.6,59.0,7464,7.62,7.52,4.8 +6750,0.33,Ideal,H,VS1,61.5,56.0,579,4.44,4.47,2.74 +45452,0.61,Very Good,G,VS2,63.0,58.0,1675,5.4,5.43,3.41 +10409,0.31,Premium,G,SI1,61.5,59.0,593,4.38,4.34,2.68 +32089,0.33,Ideal,D,VS2,62.6,56.0,781,4.39,4.43,2.76 +1372,0.73,Very Good,G,VS2,62.1,59.0,2966,5.68,5.73,3.54 +15993,1.25,Very Good,G,SI2,61.4,59.0,6399,6.97,6.93,4.27 +4517,1.0,Fair,D,SI2,65.2,56.0,3634,6.27,6.21,4.07 +18871,1.04,Ideal,G,VVS1,62.8,56.0,7738,6.49,6.45,4.06 +46012,0.53,Very Good,G,VS1,63.2,55.0,1727,5.15,5.13,3.25 +25529,1.53,Premium,G,VS1,61.0,60.0,14344,7.43,7.4,4.52 +889,0.7,Premium,F,VS1,59.0,59.0,2874,5.79,5.77,3.41 +27788,0.37,Ideal,E,SI1,61.9,56.0,649,4.57,4.6,2.84 +17308,1.51,Good,J,VS2,64.0,58.0,6936,7.24,7.27,4.64 +33817,0.32,Premium,E,VVS2,59.9,58.0,842,4.45,4.5,2.68 +52525,0.8,Ideal,F,SI2,62.4,57.0,2529,5.92,5.97,3.71 +16566,1.01,Premium,G,VS1,62.8,59.0,6618,6.37,6.34,3.99 +9774,0.91,Ideal,I,VVS2,60.6,57.0,4663,6.25,6.27,3.79 +53349,0.7,Fair,G,VS2,64.4,56.0,2657,5.64,5.57,3.61 +45234,0.6,Very Good,D,VS2,63.1,54.0,1657,5.41,5.33,3.39 +29243,0.37,Very Good,F,VS2,59.7,62.0,696,4.68,4.7,2.8 +15346,1.01,Good,E,VS1,65.8,55.0,6159,6.2,6.23,4.09 +34093,0.31,Ideal,D,VS2,61.8,55.0,852,4.33,4.36,2.69 +5901,1.01,Good,D,SI2,64.0,59.0,3932,6.28,6.34,4.04 +44004,0.3,Good,I,SI1,63.8,57.0,394,4.19,4.27,2.7 +8588,1.01,Premium,H,SI1,62.1,60.0,4439,6.43,6.39,3.98 +13751,1.1,Premium,D,SI1,58.8,61.0,5606,6.73,6.67,3.94 +27304,1.69,Very Good,E,VS2,62.7,58.0,17803,7.52,7.6,4.74 +4411,0.91,Good,G,SI2,63.6,56.0,3610,6.14,6.09,3.89 +31071,0.33,Premium,G,VVS2,61.7,59.0,752,4.39,4.42,2.72 +16193,1.07,Premium,G,VS2,60.9,58.0,6471,6.6,6.56,4.01 +37336,0.43,Ideal,E,VS2,61.9,56.0,981,4.85,4.88,3.01 +8886,1.02,Premium,G,SI2,60.9,59.0,4486,6.56,6.45,3.96 +8921,1.0,Good,E,SI2,63.3,58.0,4496,6.32,6.35,4.01 +10528,1.23,Ideal,I,SI2,60.6,57.0,4805,6.97,6.88,4.2 +46261,0.54,Ideal,G,VS1,62.3,55.0,1754,5.2,5.24,3.25 +46025,0.57,Ideal,E,VS2,60.4,57.0,1728,5.36,5.4,3.25 +16771,1.51,Premium,J,SI1,60.4,62.0,6680,7.42,7.32,4.45 +13223,1.5,Fair,D,I1,64.7,62.0,5460,7.19,7.04,4.6 +45990,0.3,Very Good,H,VS1,63.0,58.0,526,4.23,4.28,2.68 +51603,0.7,Premium,E,SI1,59.7,60.0,2394,5.81,5.79,3.46 +13866,1.29,Ideal,J,VS2,60.9,58.0,5646,7.05,7.0,4.28 +13655,1.27,Good,J,VS1,63.4,60.0,5588,6.8,6.85,4.33 +2858,0.9,Good,E,SI1,62.2,65.0,3274,6.13,6.08,3.8 +43462,0.51,Very Good,F,VS2,63.2,58.0,1417,5.07,5.05,3.2 +33502,0.32,Very Good,F,VS2,63.4,57.0,828,4.36,4.32,2.75 +13957,1.2,Premium,H,VS1,62.6,59.0,5678,6.78,6.74,4.23 +47017,0.56,Ideal,E,VS2,61.7,54.0,1819,5.28,5.35,3.28 +35070,0.32,Very Good,F,VVS1,59.4,59.0,886,4.45,4.47,2.65 +9016,1.2,Very Good,I,SI2,60.3,57.0,4514,6.88,6.95,4.17 +17633,1.63,Ideal,F,I1,62.0,55.1,7100,7.5,7.57,4.68 +8327,1.21,Premium,I,SI2,61.8,60.0,4391,6.86,6.76,4.21 +675,0.7,Very Good,G,VVS2,62.9,59.0,2848,5.61,5.68,3.55 +32357,0.36,Very Good,E,VS2,62.8,55.0,789,4.49,4.56,2.84 +9417,1.01,Very Good,G,SI1,62.9,54.0,4588,6.41,6.47,4.05 +25417,1.51,Good,F,SI1,59.5,58.0,14148,7.35,7.44,4.4 +808,0.71,Premium,D,SI1,61.0,61.0,2863,5.82,5.75,3.53 +25049,0.3,Very Good,F,SI1,63.5,57.0,641,4.26,4.21,2.69 +13885,1.21,Ideal,J,VS2,62.1,57.0,5653,6.81,6.82,4.23 +43580,0.41,Ideal,E,VVS1,61.3,55.0,1431,4.8,4.76,2.93 +23756,1.56,Very Good,H,VS1,63.9,57.0,11804,7.3,7.37,4.69 +4101,1.01,Premium,J,VS2,59.8,61.0,3535,6.47,6.43,3.86 +16190,1.1,Ideal,H,VS1,61.4,57.0,6470,6.65,6.64,4.08 +45548,0.51,Premium,D,SI1,62.3,57.0,1687,5.13,5.08,3.18 +23205,1.51,Good,D,SI1,63.6,61.0,11212,7.1,7.25,4.56 +11814,1.07,Premium,G,SI1,63.0,55.0,5091,6.55,6.47,4.1 +46175,0.5,Premium,E,VS2,62.3,60.0,1746,5.09,5.05,3.16 +32392,0.4,Very Good,E,VS2,63.0,58.0,791,4.7,4.73,2.97 +48010,0.52,Ideal,D,VS2,62.6,56.0,1919,5.14,5.11,3.21 +53881,0.73,Premium,G,VS2,60.7,58.0,2746,5.82,5.87,3.55 +49615,0.7,Ideal,F,SI2,62.8,55.0,2138,5.68,5.65,3.56 +15246,1.22,Premium,I,VS1,61.1,58.0,6121,6.91,6.84,4.2 +9026,1.0,Very Good,I,VS1,63.3,55.0,4516,6.39,6.34,4.03 +44221,0.57,Premium,F,SI1,59.5,58.0,1571,5.43,5.36,3.21 +52870,0.88,Good,I,SI1,60.2,64.0,2581,6.22,6.18,3.73 +8299,0.9,Premium,E,SI1,59.8,55.0,4385,6.34,6.3,3.78 +34738,0.37,Ideal,D,VS2,61.3,56.0,876,4.6,4.64,2.83 +48224,0.57,Ideal,E,VS2,61.7,56.0,1949,5.36,5.34,3.3 +45891,0.57,Ideal,H,VS1,61.3,55.1,1720,5.34,5.42,3.29 +46372,0.71,Ideal,F,I1,60.1,57.0,1761,5.79,5.76,3.47 +21735,1.53,Very Good,I,VS2,62.8,59.0,9802,7.27,7.31,4.58 +14051,0.32,Premium,H,VS2,62.7,58.0,605,4.35,4.33,2.72 +7976,1.27,Good,F,I1,59.2,64.0,4324,7.06,6.99,4.16 +19865,1.6,Ideal,J,SI1,62.8,55.0,8418,7.48,7.42,4.68 +43118,0.52,Good,H,VS2,63.7,54.0,1385,5.12,5.09,3.25 +31159,0.41,Ideal,I,VS1,60.9,53.0,755,4.8,4.85,2.94 +33855,0.3,Premium,E,VS2,60.0,58.0,844,4.4,4.37,2.63 +52493,0.77,Good,D,SI2,64.9,53.0,2523,5.84,5.75,3.76 +44225,0.57,Premium,G,VS2,61.1,59.0,1571,5.39,5.32,3.27 +8851,1.01,Premium,E,SI1,62.4,58.0,4480,6.42,6.37,3.99 +33739,0.38,Very Good,G,VS1,63.5,59.0,840,4.58,4.61,2.92 +38240,0.32,Very Good,E,IF,61.4,55.0,1018,4.43,4.46,2.73 +13565,1.16,Ideal,H,SI1,62.2,55.0,5554,6.79,6.74,4.21 +20415,1.21,Ideal,G,VS1,62.6,56.0,8774,6.81,6.77,4.25 +35885,0.32,Ideal,G,IF,61.0,57.0,918,4.41,4.44,2.7 +24078,1.71,Good,E,SI1,63.8,58.0,12224,7.54,7.48,4.79 +39513,0.32,Ideal,E,VVS2,62.3,56.0,1080,4.4,4.37,2.73 +28179,0.41,Ideal,G,SI2,61.9,54.0,666,4.81,4.78,2.97 +41812,0.54,Ideal,E,SI2,62.1,56.0,1250,5.22,5.18,3.23 +7980,0.68,Ideal,D,VVS1,61.3,57.0,4325,5.66,5.69,3.48 +48350,0.54,Ideal,G,VVS2,62.4,53.4,1962,5.22,5.25,3.26 +43438,0.55,Premium,G,SI1,61.3,59.0,1415,5.28,5.23,3.22 +50485,0.7,Good,I,VS2,63.9,65.0,2268,5.6,5.56,3.56 +6414,0.91,Very Good,D,SI1,63.1,61.0,4041,6.16,6.1,3.87 +11912,1.15,Premium,I,SI2,61.3,57.3,5123,6.71,6.78,4.13 +4587,0.91,Very Good,F,SI2,61.6,59.0,3653,6.14,6.24,3.81 +27779,0.32,Ideal,H,VS2,63.0,57.0,648,4.38,4.35,2.75 +52978,0.35,Very Good,H,VS2,61.8,56.0,552,4.54,4.58,2.82 +51428,0.77,Good,G,SI1,63.7,54.0,2373,5.85,5.8,3.71 +7372,1.03,Ideal,J,SI1,62.1,55.0,4221,6.46,6.51,4.03 +40572,0.4,Ideal,D,VVS2,61.4,56.0,1152,4.8,4.75,2.93 +10653,1.27,Premium,I,SI2,62.0,60.0,4836,6.91,6.86,4.27 +51508,0.75,Ideal,I,SI1,61.5,58.0,2383,5.82,5.86,3.59 +34079,0.34,Ideal,H,VVS2,61.4,56.0,852,4.48,4.51,2.76 +29746,0.32,Ideal,H,VVS1,62.0,55.0,708,4.42,4.45,2.75 +49262,0.71,Very Good,F,SI1,63.0,56.0,2088,5.65,5.72,3.58 +30806,0.3,Very Good,E,VVS2,62.4,57.0,743,4.26,4.27,2.66 +48656,0.34,Very Good,H,VS2,62.4,60.0,537,4.41,4.44,2.76 +50085,0.71,Very Good,G,SI1,62.1,58.0,2206,5.68,5.72,3.54 +26045,1.62,Ideal,G,VS1,62.7,56.0,15246,7.44,7.51,4.69 +9611,1.02,Premium,G,SI1,61.0,59.0,4633,6.44,6.48,3.94 +2670,0.76,Very Good,F,VS2,62.5,58.0,3238,5.79,5.83,3.63 +31680,0.26,Ideal,E,VVS2,62.3,57.0,769,4.09,4.06,2.54 +34599,0.27,Very Good,F,VS2,58.7,58.0,470,4.25,4.3,2.51 +7581,1.0,Premium,F,SI2,61.5,58.0,4255,6.38,6.41,3.93 +31184,0.32,Ideal,D,SI1,62.0,55.0,756,4.47,4.37,2.74 +44387,0.41,Premium,D,VVS1,62.3,53.0,1582,4.78,4.75,2.97 +29098,0.36,Premium,D,SI2,61.5,60.0,689,4.6,4.54,2.81 +41915,0.5,Very Good,H,VS2,62.8,58.0,1262,5.03,5.07,3.17 +1511,1.24,Premium,J,I1,61.9,55.0,2994,6.92,6.85,4.26 +35379,0.41,Ideal,G,VS1,61.5,56.0,899,4.77,4.79,2.94 +34782,0.4,Premium,H,VVS2,60.9,58.0,877,4.74,4.79,2.9 +30308,0.44,Ideal,J,VVS2,62.1,55.0,726,4.88,4.91,3.04 +34729,0.34,Ideal,E,VS1,60.3,57.0,875,4.52,4.54,2.73 +22197,1.61,Ideal,I,SI1,62.4,55.0,10236,7.49,7.52,4.68 +19429,1.34,Ideal,I,VVS2,61.4,56.0,8079,7.07,7.09,4.35 +8643,1.0,Ideal,F,SI2,61.2,57.0,4452,6.48,6.39,3.94 +23139,1.5,Ideal,H,VS2,62.8,57.0,11159,7.3,7.25,4.57 +40541,0.36,Ideal,G,IF,61.6,55.0,1148,4.59,4.57,2.82 +18453,1.22,Ideal,H,VS2,60.4,57.0,7506,6.95,6.98,4.21 +23132,1.52,Ideal,H,VS1,62.3,55.0,11154,7.36,7.32,4.57 +43465,0.56,Ideal,G,SI1,61.3,54.0,1417,5.34,5.37,3.28 +43175,0.54,Premium,G,SI1,59.0,60.0,1389,5.4,5.35,3.17 +30034,0.39,Ideal,F,SI1,62.5,55.0,718,4.63,4.68,2.91 +33796,0.4,Premium,F,VS2,60.7,60.0,842,4.75,4.8,2.9 +45323,0.3,Very Good,F,VS2,63.0,55.0,524,4.28,4.29,2.7 +31002,0.37,Ideal,F,SI1,61.6,55.0,747,4.65,4.67,2.87 +51192,0.7,Ideal,F,SI1,61.5,56.0,2348,5.74,5.7,3.52 +24507,1.2,Premium,E,VVS2,62.3,59.0,12787,6.83,6.79,4.24 +38494,0.42,Very Good,F,VS1,61.9,55.0,1031,4.78,4.82,2.97 +51096,0.73,Very Good,E,SI2,63.2,60.0,2335,5.76,5.71,3.62 +34344,0.3,Ideal,E,VVS1,62.3,55.0,862,4.31,4.32,2.69 +47120,0.65,Good,G,SI1,59.6,60.3,1828,5.64,5.71,3.38 +5802,0.9,Ideal,I,SI1,61.6,55.0,3908,6.2,6.22,3.82 +9650,1.12,Premium,H,SI1,61.2,59.0,4641,6.69,6.65,4.08 +23769,1.65,Very Good,H,VS1,62.0,56.0,11823,7.53,7.59,4.68 +27628,2.14,Very Good,D,SI2,60.3,60.0,18526,8.31,8.43,5.05 +9186,1.03,Very Good,D,SI2,60.9,57.0,4545,6.53,6.55,3.98 +1301,0.72,Premium,E,VS2,61.1,59.0,2954,5.75,5.8,3.53 +43586,0.59,Good,D,SI1,63.8,57.0,1431,5.31,5.26,3.37 +27041,0.32,Ideal,H,VVS2,62.0,55.0,645,4.39,4.42,2.73 +9931,1.05,Premium,H,SI1,59.5,58.0,4692,6.69,6.61,3.96 +9041,0.38,Ideal,G,SI2,61.7,56.0,587,4.64,4.67,2.87 +45589,0.52,Very Good,E,VS2,60.9,57.0,1689,5.17,5.2,3.16 +40513,0.55,Very Good,E,SI2,59.6,57.0,1145,5.34,5.39,3.2 +7545,0.7,Ideal,F,VVS1,61.6,56.0,4246,5.86,5.71,3.51 +40240,0.39,Ideal,F,VVS1,61.7,55.0,1124,4.69,4.71,2.9 +23887,1.53,Premium,H,VVS2,60.4,60.0,11982,7.41,7.46,4.49 +46715,0.6,Good,G,VS2,59.8,61.9,1793,5.45,5.5,3.27 +9667,1.35,Ideal,G,I1,62.5,57.0,4643,7.04,7.01,4.39 +28044,0.35,Very Good,G,VS1,62.6,56.0,659,4.49,4.52,2.82 +18500,1.15,Premium,G,VS1,61.7,58.0,7535,6.73,6.7,4.14 +43253,0.38,Premium,D,VVS1,61.4,59.0,1400,4.63,4.66,2.85 +43786,0.46,Ideal,G,IF,62.5,57.0,1441,4.89,4.94,3.07 +40044,0.52,Very Good,E,SI2,60.7,56.0,1112,5.17,5.21,3.15 +28362,0.4,Ideal,I,VS2,62.2,55.0,667,4.73,4.75,2.95 +6463,0.71,Ideal,E,VS1,61.9,56.0,4053,5.7,5.73,3.54 +23932,1.54,Ideal,H,VVS2,62.6,56.0,12061,7.35,7.42,4.62 +16261,1.08,Good,H,VVS1,63.1,57.0,6504,6.52,6.57,4.13 +22150,2.01,Very Good,H,SI2,63.1,59.0,10184,7.96,7.88,5.0 +33198,0.3,Ideal,G,VVS2,62.2,54.0,819,4.33,4.29,2.68 +27926,0.38,Ideal,G,SI1,60.4,58.0,658,4.7,4.74,2.85 +44289,0.52,Premium,H,VS1,59.2,60.0,1577,5.27,5.23,3.11 +45662,0.5,Very Good,G,VS1,61.0,58.0,1694,5.08,5.15,3.12 +21420,1.52,Premium,H,SI1,61.0,58.0,9527,7.39,7.44,4.52 +7321,0.59,Ideal,D,IF,60.9,57.0,4208,5.4,5.43,3.3 +8279,1.02,Premium,D,SI2,61.5,58.0,4381,6.51,6.33,3.95 +12701,0.26,Good,E,VVS2,63.1,59.0,599,4.04,4.08,2.56 +38023,0.39,Premium,G,VS2,62.4,56.0,1009,4.68,4.64,2.91 +36962,0.41,Premium,G,VS1,61.9,60.0,961,4.76,4.7,2.93 +781,0.9,Very Good,J,SI2,63.6,58.0,2860,6.07,6.1,3.87 +42590,0.54,Premium,F,SI1,61.8,60.0,1330,5.22,5.2,3.22 +8673,1.02,Fair,H,VS1,71.8,56.0,4455,6.04,5.97,4.31 +14848,1.51,Good,D,I1,57.0,64.0,5979,7.48,7.53,4.28 +18605,1.16,Very Good,G,VS1,62.9,55.0,7589,6.65,6.74,4.21 +26697,0.31,Ideal,J,VS1,61.9,54.7,429,4.34,4.36,2.69 +28008,0.3,Ideal,E,VS2,62.6,56.0,658,4.29,4.34,2.7 +44199,0.51,Ideal,D,SI1,62.4,57.0,1569,5.09,5.13,3.19 +5842,0.9,Premium,H,VS2,62.3,58.0,3919,6.18,6.09,3.82 +37421,0.33,Ideal,E,VVS1,61.2,56.0,984,4.45,4.51,2.74 +51562,0.7,Very Good,H,VS1,62.8,58.0,2389,5.59,5.69,3.54 +27237,2.1,Premium,J,VVS1,61.3,58.0,17606,8.29,8.24,5.07 +7603,0.92,Good,E,SI1,63.2,58.0,4258,6.16,6.18,3.9 +49389,0.57,Ideal,D,VS2,61.8,56.0,2103,5.34,5.31,3.29 +28473,0.32,Premium,G,VS2,58.4,57.0,672,4.53,4.51,2.64 +36025,0.35,Ideal,F,VS1,61.4,55.0,923,4.54,4.58,2.8 +47090,0.4,Ideal,E,VVS1,61.3,56.0,1824,4.78,4.75,2.92 +52762,0.7,Premium,D,SI2,59.3,59.0,2562,5.79,5.74,3.42 +5178,1.29,Very Good,F,I1,58.2,61.0,3774,7.11,7.15,4.15 +6778,1.02,Premium,H,SI2,60.9,58.0,4113,6.53,6.41,3.94 +17442,1.01,Very Good,E,VS1,62.0,57.0,6996,6.46,6.38,3.98 +11246,1.28,Very Good,J,SI1,63.4,59.0,4967,6.89,6.84,4.35 +28501,0.4,Ideal,F,SI2,61.9,57.0,673,4.71,4.73,2.92 +4450,0.71,Premium,D,VVS2,60.0,58.0,3618,5.92,5.84,3.53 +51291,0.57,Ideal,F,VVS2,61.5,57.0,2360,5.36,5.31,3.28 +23474,2.03,Ideal,I,SI1,62.9,55.0,11472,8.11,8.04,5.08 +44578,0.53,Good,E,VS2,63.7,55.0,1607,5.12,5.15,3.27 +23319,1.7,Ideal,I,VS2,61.7,56.0,11360,7.72,7.64,4.74 +18122,1.23,Ideal,E,SI2,62.1,55.0,7336,6.91,6.84,4.27 +35511,0.41,Premium,E,SI1,61.8,60.0,904,4.78,4.74,2.94 +6310,1.23,Ideal,H,I1,61.8,56.0,4025,6.85,6.91,4.25 +50921,0.74,Very Good,F,SI2,61.7,57.0,2319,5.78,5.85,3.59 +14808,1.3,Ideal,H,VS1,62.2,57.0,5962,7.01,6.98,4.35 +52825,0.75,Premium,F,SI1,61.7,58.0,2573,5.85,5.88,3.62 +2456,0.73,Ideal,D,SI1,61.9,56.0,3189,5.8,5.77,3.58 +18910,1.3,Premium,I,IF,61.8,58.0,7760,7.0,6.95,4.31 +37328,0.4,Premium,G,VVS2,61.3,59.0,980,4.78,4.74,2.92 +52601,0.71,Very Good,G,VS2,61.5,57.0,2543,5.69,5.73,3.51 +28810,0.3,Good,F,VVS1,61.1,61.0,682,4.29,4.32,2.63 +13080,1.01,Very Good,E,SI1,62.8,59.0,5416,6.41,6.45,4.04 +31509,0.34,Very Good,G,VS2,63.1,57.0,765,4.47,4.43,2.81 +36106,0.42,Very Good,F,SI1,63.4,56.0,926,4.78,4.75,3.02 +5266,1.21,Very Good,E,I1,63.3,63.0,3795,6.72,6.67,4.24 +36706,0.46,Ideal,I,VS2,62.3,59.0,952,4.95,4.91,3.07 +38822,0.7,Very Good,G,I1,61.5,63.0,1047,5.73,5.65,3.5 +9939,0.9,Premium,D,SI1,62.2,58.0,4693,6.11,6.18,3.82 +29644,0.35,Very Good,H,VVS2,62.5,58.0,706,4.48,4.51,2.81 +2124,0.76,Good,G,VS1,60.3,60.7,3121,5.86,5.9,3.55 +13912,1.04,Ideal,F,SI1,61.4,56.0,5663,6.52,6.58,4.02 +49443,0.7,Ideal,H,SI2,62.1,55.0,2110,5.69,5.72,3.54 +34583,0.36,Very Good,F,VVS2,61.6,55.0,872,4.58,4.6,2.83 +12036,0.34,Premium,G,VS2,61.6,60.0,596,4.47,4.49,2.76 +10021,0.34,Ideal,D,I1,62.5,57.0,413,4.47,4.49,2.8 +51438,0.54,Ideal,E,VVS2,61.1,57.0,2375,5.27,5.24,3.21 +38089,0.3,Ideal,E,VVS2,61.6,57.0,1013,4.32,4.29,2.65 +46965,0.37,Good,H,SI1,64.0,55.0,528,4.53,4.57,2.91 +32629,0.28,Very Good,D,VS1,60.5,58.0,458,4.23,4.26,2.57 +7082,1.0,Ideal,H,SI2,62.5,54.0,4163,6.32,6.38,3.97 +32928,0.42,Premium,D,SI1,61.9,59.0,810,4.76,4.81,2.96 +33540,0.35,Premium,E,VS1,60.8,58.0,829,4.55,4.58,2.78 +45313,0.3,Ideal,G,VS1,61.1,56.0,524,4.35,4.36,2.66 +29639,0.3,Very Good,I,VS1,61.6,61.0,442,4.23,4.28,2.62 +19732,1.24,Ideal,H,VS1,61.6,56.0,8299,6.88,6.91,4.25 +35159,0.32,Premium,G,IF,59.4,60.0,891,4.45,4.47,2.65 +30614,0.3,Very Good,D,SI2,61.8,58.0,447,4.29,4.32,2.66 +11797,1.03,Good,D,SI1,60.1,62.0,5088,6.55,6.53,3.93 +13180,1.11,Very Good,H,VS2,62.4,58.0,5450,6.57,6.69,4.14 +23469,1.5,Premium,H,VS2,61.8,59.0,11464,7.35,7.3,4.53 +12130,1.57,Ideal,H,I1,62.8,56.0,5170,7.42,7.36,4.64 +727,0.34,Good,E,SI1,63.4,55.0,556,4.44,4.46,2.82 +50338,0.7,Good,F,SI1,63.7,58.0,2242,5.62,5.65,3.59 +17584,1.14,Ideal,H,SI1,61.6,56.0,7079,6.72,6.74,4.14 +7657,1.01,Ideal,G,SI2,62.8,56.0,4269,6.4,6.44,4.03 +23438,1.23,Premium,F,VVS2,61.6,59.0,11430,6.8,6.9,4.22 +48927,0.74,Very Good,F,SI2,63.2,58.0,2042,5.75,5.71,3.62 +34232,0.4,Ideal,E,SI2,61.2,55.0,855,4.77,4.74,2.91 +41839,0.5,Premium,H,VS1,62.7,59.0,1253,5.03,4.98,3.14 +47023,0.56,Very Good,E,VS2,62.1,57.0,1819,5.27,5.3,3.28 +502,0.7,Premium,E,VS2,61.5,59.0,2822,5.73,5.68,3.51 +34168,0.33,Ideal,G,VS1,62.1,54.0,854,4.47,4.42,2.76 +18810,1.05,Ideal,F,VS2,59.1,57.0,7697,6.67,6.66,3.94 +13607,1.3,Premium,J,SI1,61.0,59.0,5569,7.09,7.01,4.3 +11407,1.01,Very Good,I,SI2,62.2,59.0,5000,6.36,6.41,3.97 +7289,1.07,Very Good,G,SI2,59.9,59.0,4201,6.61,6.67,3.98 +30040,0.32,Ideal,D,VS2,61.3,56.0,719,4.4,4.44,2.71 +27429,2.25,Premium,I,SI1,60.1,60.0,18034,8.55,8.51,5.13 +21741,1.55,Ideal,F,SI2,62.3,55.5,9808,7.36,7.42,4.61 +835,0.52,Ideal,F,VVS1,61.2,56.0,2867,5.21,5.19,3.18 +25801,2.01,Very Good,I,VS1,63.5,59.0,14792,8.03,7.93,5.07 +613,0.7,Ideal,F,VS1,62.4,53.0,2839,5.73,5.71,3.57 +12564,1.02,Ideal,E,SI1,60.4,55.0,5278,6.54,6.48,3.93 +48838,0.55,Ideal,D,VS2,61.4,57.0,2030,5.31,5.27,3.25 +30187,0.41,Ideal,D,SI1,61.3,56.0,722,4.8,4.82,2.95 +2966,1.01,Premium,F,SI2,60.9,60.0,3297,6.45,6.42,3.91 +15373,0.27,Very Good,E,VVS2,61.2,60.0,606,4.16,4.17,2.55 +31322,0.32,Ideal,D,VS2,61.5,56.0,758,4.41,4.44,2.72 +16472,1.2,Ideal,I,VVS2,61.5,57.0,6581,6.91,6.82,4.22 +11410,1.12,Ideal,E,SI2,60.5,55.0,5000,6.73,6.79,4.09 +21450,1.02,Premium,F,VVS1,62.6,59.0,9550,6.41,6.36,4.0 +14834,1.25,Premium,I,VS2,61.0,59.0,5975,6.89,6.98,4.23 +38916,0.33,Ideal,G,IF,61.7,55.0,1052,4.47,4.45,2.75 +27143,1.79,Premium,G,VS2,61.2,58.0,17358,7.9,7.82,4.81 +22395,1.43,Very Good,G,VS2,62.2,58.0,10419,7.15,7.18,4.46 +43880,0.52,Very Good,D,SI1,63.8,56.0,1452,5.06,5.1,3.24 +45578,0.52,Very Good,G,VS1,61.7,56.0,1689,5.17,5.21,3.2 +29646,0.35,Very Good,G,VS1,62.5,55.0,706,4.51,4.55,2.83 +32494,0.32,Ideal,H,IF,61.6,56.0,796,4.4,4.43,2.72 +13145,1.05,Very Good,G,SI1,60.2,58.0,5438,6.57,6.61,3.97 +33455,0.32,Ideal,G,VS1,62.3,54.0,828,4.39,4.37,2.73 +13986,1.16,Very Good,D,SI1,61.8,58.0,5695,6.72,6.78,4.17 +181,0.54,Ideal,E,VVS2,61.6,56.0,2776,5.25,5.27,3.24 +37491,0.35,Ideal,E,VS2,61.6,56.0,984,4.54,4.52,2.79 +8080,1.01,Premium,G,SI1,59.2,59.0,4338,6.58,6.52,3.88 +15,0.2,Premium,E,SI2,60.2,62.0,345,3.79,3.75,2.27 +6903,0.82,Ideal,D,SI1,61.6,57.0,4135,6.02,6.06,3.72 +17187,1.06,Very Good,G,VS1,63.0,56.0,6863,6.47,6.51,4.09 +214,0.74,Ideal,G,VS1,61.5,55.0,2780,5.81,5.86,3.59 +4205,1.04,Premium,G,SI2,62.8,59.0,3564,6.47,6.42,4.05 +50497,0.53,Ideal,F,VVS2,61.0,57.0,2269,5.23,5.26,3.22 +42819,0.5,Very Good,G,VS2,60.3,58.0,1354,5.15,5.19,3.12 +1438,0.9,Good,H,SI1,64.2,60.0,2974,6.05,6.02,3.87 +42490,0.31,Ideal,E,IF,61.0,57.0,1319,4.36,4.39,2.67 +18882,1.33,Ideal,H,SI1,60.1,57.0,7742,7.14,7.2,4.31 +2412,1.5,Good,G,I1,57.4,62.0,3179,7.56,7.39,4.29 +44702,0.5,Good,F,VS1,61.5,61.0,1613,5.01,5.07,3.1 +4786,1.0,Good,E,SI2,57.7,65.0,3696,6.55,6.59,3.79 +41986,0.51,Premium,D,SI2,62.0,58.0,1264,5.08,5.12,3.16 +30599,0.31,Ideal,E,VS1,61.4,57.0,734,4.32,4.37,2.67 +23063,1.7,Very Good,F,SI2,63.4,57.0,11091,7.54,7.57,4.79 +45314,0.3,Ideal,G,VS1,61.4,55.0,524,4.32,4.38,2.67 +28165,0.3,Ideal,H,VVS1,62.2,55.0,665,4.3,4.32,2.68 +49709,0.71,Premium,G,SI2,60.6,59.0,2147,5.78,5.74,3.49 +11026,1.1,Ideal,H,SI1,60.2,56.0,4916,6.82,6.74,4.08 +16505,2.1,Fair,G,I1,67.4,59.0,6597,7.82,7.76,5.24 +53906,0.7,Premium,E,SI1,60.0,59.0,2753,5.75,5.79,3.46 +7883,0.9,Ideal,G,VS2,62.4,54.0,4309,6.22,6.19,3.87 +45759,0.96,Fair,H,I1,61.1,60.0,1705,6.26,6.07,3.77 +24248,1.14,Ideal,G,IF,59.0,59.0,12458,6.81,6.91,4.05 +25584,2.01,Very Good,H,SI2,62.9,55.0,14426,8.03,8.09,5.07 +45709,0.56,Ideal,G,VS2,61.2,56.0,1698,5.33,5.29,3.25 +22904,1.71,Ideal,J,VVS2,61.6,59.0,10945,7.65,7.68,4.72 +17150,1.01,Very Good,G,VS1,62.5,56.0,6846,6.36,6.4,3.99 +10902,1.03,Premium,E,SI2,62.0,59.0,4885,6.42,6.49,4.0 +8094,1.02,Very Good,H,SI2,62.6,57.0,4341,6.42,6.46,4.03 +48370,0.71,Premium,G,SI2,62.4,59.0,1963,5.67,5.61,3.52 +23392,0.36,Very Good,E,SI1,62.4,55.0,631,4.52,4.55,2.83 +53650,1.05,Very Good,J,I1,59.6,63.0,2705,6.61,6.55,3.92 +5993,1.16,Ideal,J,SI1,60.7,57.0,3955,6.77,6.83,4.13 +3170,0.61,Very Good,E,IF,61.7,58.0,3337,5.39,5.47,3.35 +36904,0.48,Premium,G,SI1,59.7,59.0,960,5.07,5.04,3.02 +52769,0.72,Good,F,SI1,64.0,61.0,2563,5.67,5.62,3.61 +39450,0.5,Very Good,E,SI2,61.5,58.0,1077,5.03,5.09,3.11 +44197,0.51,Ideal,D,SI1,61.8,55.0,1569,5.14,5.18,3.19 +18507,1.02,Very Good,F,VS1,62.7,55.0,7539,6.37,6.43,4.01 +46788,0.5,Very Good,E,VS1,60.0,60.0,1806,5.13,5.2,3.1 +38864,0.4,Ideal,F,VS1,61.3,56.0,1050,4.76,4.73,2.91 +23006,1.51,Ideal,H,SI1,62.3,53.7,11062,7.33,7.37,4.58 +49221,0.5,Good,G,IF,64.0,55.0,2081,5.08,5.05,3.24 +32301,0.32,Ideal,D,SI2,61.7,55.0,454,4.39,4.42,2.72 +2940,0.9,Premium,I,VS2,62.6,62.0,3292,6.13,6.04,3.81 +10059,0.31,Ideal,F,VS2,60.5,57.0,591,4.39,4.41,2.66 +28290,0.3,Ideal,I,SI2,61.9,56.0,367,4.3,4.32,2.67 +29842,0.3,Very Good,D,VS2,62.5,59.0,710,4.23,4.28,2.66 +43450,0.5,Premium,E,SI1,61.5,62.0,1415,5.09,5.06,3.12 +44814,0.5,Ideal,E,VS2,61.3,57.0,1624,5.13,5.15,3.15 +14468,1.02,Very Good,D,SI1,62.7,57.0,5839,6.42,6.5,4.05 +38740,0.53,Very Good,J,SI1,61.5,56.0,1044,5.18,5.21,3.19 +2056,0.32,Premium,G,VS2,62.6,60.0,561,4.33,4.36,2.72 +26458,2.02,Premium,H,SI2,59.9,55.0,15996,8.28,8.17,4.93 +22701,0.3,Ideal,J,VS2,61.9,56.0,630,4.33,4.3,2.67 +97,0.7,Good,F,VS1,59.4,62.0,2759,5.71,5.76,3.4 +4751,1.0,Premium,J,VS2,62.0,62.0,3685,6.42,6.35,3.96 +4008,0.9,Very Good,F,SI2,61.4,57.0,3519,6.21,6.24,3.82 +42811,0.53,Ideal,H,VS2,62.1,54.0,1353,5.21,5.23,3.24 +26290,2.02,Ideal,I,SI1,62.3,57.0,15785,8.07,8.11,5.04 +31718,0.41,Ideal,D,SI1,60.7,55.0,771,4.83,4.86,2.94 +44630,0.56,Ideal,F,VS2,62.3,55.0,1608,5.28,5.32,3.3 +43597,0.31,Ideal,I,VS1,62.4,53.0,507,4.33,4.36,2.71 +1079,0.31,Ideal,H,SI1,62.9,56.0,558,4.31,4.27,2.7 +34585,0.51,Very Good,J,SI1,61.7,56.0,872,5.14,5.17,3.18 +45044,0.53,Ideal,F,SI1,61.5,56.0,1639,5.2,5.24,3.21 +5817,0.8,Ideal,F,VS2,61.3,55.0,3913,5.98,6.0,3.67 +13908,1.04,Very Good,E,SI1,59.6,59.0,5662,6.56,6.59,3.92 +16895,1.1,Ideal,E,SI1,61.3,56.0,6743,6.65,6.7,4.09 +41221,0.43,Very Good,G,VVS1,62.3,59.0,1207,4.77,4.83,2.99 +41106,0.51,Very Good,E,SI2,61.6,57.0,1195,5.17,5.19,3.19 +2981,0.77,Premium,G,VVS2,60.8,59.0,3299,5.96,5.92,3.61 +15033,0.3,Ideal,F,VS2,62.0,54.0,605,4.31,4.34,2.68 +44241,0.51,Premium,D,SI1,62.7,59.0,1574,5.08,5.06,3.18 +53685,0.81,Very Good,I,VS2,64.0,60.0,2714,5.84,5.88,3.75 +2788,0.76,Ideal,F,VS2,61.0,55.0,3257,5.89,5.92,3.6 +4321,0.84,Very Good,G,VS2,61.8,57.0,3596,6.04,6.07,3.74 +12094,1.04,Ideal,E,SI2,61.6,55.0,5163,6.51,6.54,4.02 +53435,0.96,Fair,H,SI2,67.6,63.0,2672,5.99,5.84,4.01 +26839,2.01,Very Good,G,SI1,63.2,56.0,16742,8.04,7.96,5.06 +53765,0.7,Very Good,D,SI1,62.6,57.0,2726,5.67,5.7,3.56 +2593,0.9,Very Good,F,SI2,62.8,54.0,3217,6.05,6.15,3.83 +33600,0.37,Ideal,G,VS2,60.8,57.0,833,4.66,4.61,2.82 +19123,1.01,Ideal,F,VS1,62.0,57.0,7887,6.46,6.42,3.99 +53101,0.7,Ideal,E,SI1,62.4,55.0,2614,5.67,5.7,3.55 +26677,0.27,Ideal,G,SI1,62.2,54.0,426,4.13,4.17,2.58 +3309,0.73,Very Good,E,VS1,60.9,61.0,3370,5.79,5.81,3.53 +29019,0.31,Ideal,G,VVS2,61.8,56.0,687,4.37,4.4,2.71 +25842,1.51,Very Good,E,VS2,60.1,58.0,14889,7.51,7.57,4.53 +18021,1.13,Ideal,G,VS2,61.6,57.0,7290,6.7,6.68,4.12 +12163,1.11,Fair,H,SI1,65.7,61.0,5178,6.42,6.39,4.21 +32692,0.31,Premium,G,VS1,62.8,58.0,802,4.3,4.27,2.69 +25791,2.55,Good,H,SI2,63.7,59.0,14775,8.66,8.57,5.49 +24116,2.01,Premium,H,SI1,60.0,60.0,12271,8.16,8.13,4.89 +31234,0.42,Very Good,D,SI1,63.0,55.0,756,4.76,4.79,3.01 +52795,0.7,Good,E,SI1,63.3,60.0,2569,5.56,5.59,3.53 +2087,0.91,Very Good,J,VS2,61.6,58.0,3112,6.23,6.28,3.85 +44027,0.51,Premium,E,SI1,62.5,57.0,1546,5.09,5.06,3.17 +4682,0.82,Premium,G,SI1,61.8,58.0,3674,6.02,5.98,3.71 +20762,1.05,Ideal,G,VVS2,60.4,54.0,9000,6.6,6.65,4.0 +40059,0.57,Ideal,I,SI1,61.6,54.0,1113,5.36,5.38,3.31 +49376,0.7,Fair,H,VS1,62.0,73.0,2100,5.65,5.54,3.47 +33100,0.29,Ideal,E,IF,61.9,57.0,815,4.25,4.29,2.64 +44143,0.6,Ideal,F,SI2,61.7,56.0,1562,5.41,5.38,3.33 +38192,0.41,Ideal,D,SI1,62.2,57.0,1015,4.76,4.7,2.94 +1527,0.73,Very Good,G,VS1,62.4,58.1,2999,5.71,5.75,3.58 +30594,0.31,Ideal,D,VS2,62.1,55.0,734,4.32,4.35,2.69 +3730,0.36,Very Good,H,VS2,60.0,62.0,568,4.58,4.62,2.76 +36513,0.33,Ideal,E,VVS1,61.9,54.0,945,4.45,4.47,2.76 +18016,1.01,Ideal,E,VS2,61.5,57.0,7288,6.44,6.48,3.97 +28439,0.3,Ideal,D,SI1,61.3,57.0,670,4.34,4.37,2.67 +10328,0.91,Fair,D,VS2,64.5,55.0,4765,6.24,6.07,3.97 +22238,1.5,Premium,H,VS2,62.2,58.0,10291,7.27,7.36,4.55 +271,0.79,Very Good,G,SI1,60.6,57.0,2793,5.98,6.06,3.65 +53295,0.3,Very Good,I,VVS1,60.5,60.0,552,4.32,4.34,2.62 +31092,0.33,Very Good,G,VVS2,62.8,57.0,752,4.39,4.47,2.78 +31262,0.32,Very Good,I,VS2,61.1,57.0,449,4.39,4.42,2.69 +50541,0.53,Ideal,F,VVS2,61.4,56.0,2275,5.19,5.23,3.2 +11414,1.24,Premium,I,SI2,62.1,58.0,5000,6.88,6.84,4.26 +16241,1.01,Very Good,G,VS1,62.8,59.0,6499,6.34,6.37,3.99 +34965,0.31,Premium,G,VS2,61.2,59.0,471,4.36,4.4,2.68 +25663,1.54,Premium,F,VS2,62.4,59.0,14578,7.43,7.38,4.62 +51531,0.71,Premium,I,VVS2,61.4,56.0,2386,5.79,5.75,3.54 +4449,0.7,Ideal,D,VS1,63.1,54.0,3618,5.62,5.65,3.56 +46450,0.96,Fair,H,I1,68.9,59.0,1773,6.09,5.96,4.15 +40394,0.4,Very Good,D,VVS2,60.8,56.0,1133,4.78,4.82,2.92 +37091,0.41,Premium,E,SI1,61.3,58.0,969,4.8,4.76,2.93 +783,0.71,Premium,D,VS1,62.9,57.0,2860,5.66,5.6,3.54 +25950,2.07,Good,I,VS2,64.1,57.0,15119,8.07,8.0,5.15 +20988,1.22,Ideal,F,VS2,61.3,56.0,9203,6.87,6.92,4.23 +51837,0.72,Ideal,F,SI2,61.2,54.0,2422,5.81,5.86,3.57 +35266,0.3,Ideal,G,IF,61.7,55.0,895,4.31,4.34,2.67 +19573,1.12,Ideal,G,VS1,61.5,56.0,8202,6.7,6.73,4.13 +52863,0.51,Very Good,E,VVS1,62.2,60.0,2579,5.08,5.12,3.17 +12214,1.13,Premium,H,SI1,62.3,58.0,5194,6.68,6.67,4.16 +52869,0.73,Ideal,E,SI1,61.9,57.0,2581,5.74,5.79,3.57 +52441,0.71,Ideal,G,SI1,62.1,54.0,2513,5.72,5.75,3.56 +46544,0.51,Premium,E,VS2,61.7,58.0,1781,5.15,5.12,3.17 +39007,0.4,Ideal,E,VVS2,61.6,56.0,1056,4.78,4.73,2.93 +51914,0.71,Very Good,F,SI1,62.3,60.0,2436,5.65,5.68,3.53 +48259,0.78,Premium,J,SI1,63.0,60.0,1954,5.88,5.82,3.66 +31265,0.32,Good,H,SI1,63.1,55.0,449,4.34,4.37,2.75 +50475,0.71,Premium,I,VS1,61.9,59.0,2266,5.71,5.67,3.52 +16660,1.22,Premium,H,VS1,63.0,59.0,6661,6.8,6.73,4.26 +53044,0.71,Good,E,SI1,63.8,54.0,2606,5.66,5.72,3.63 +16071,1.02,Premium,G,VS2,61.5,59.0,6416,6.44,6.41,3.95 +18800,1.61,Very Good,J,SI1,61.7,60.0,7695,7.45,7.5,4.61 +20354,1.5,Good,H,VS1,64.2,56.0,8749,7.3,7.09,4.62 +38250,0.36,Ideal,D,VS1,62.8,55.0,1018,4.55,4.52,2.85 +13152,1.19,Premium,I,VS2,61.7,57.0,5439,6.84,6.77,4.2 +9516,1.11,Premium,F,SI2,58.9,60.0,4612,6.8,6.74,3.99 +27892,0.32,Ideal,I,IF,62.1,54.0,655,4.39,4.43,2.74 +34072,0.35,Ideal,E,VS1,61.9,56.0,851,4.53,4.55,2.81 +26478,2.0,Very Good,E,SI2,62.9,56.0,16064,7.94,8.0,5.01 +12725,0.9,Premium,E,VS2,62.6,60.0,5312,6.15,6.08,3.83 +42944,0.3,Premium,I,SI1,61.6,62.0,506,4.3,4.27,2.64 +13464,1.04,Ideal,E,SI1,62.4,57.0,5528,6.48,6.53,4.06 +7109,0.92,Very Good,D,SI2,62.4,60.0,4168,6.21,6.25,3.89 +39440,0.41,Ideal,D,VS2,62.2,57.0,1076,4.76,4.72,2.95 +5077,0.93,Fair,H,SI1,64.6,58.0,3750,6.13,6.07,3.94 +27849,0.33,Very Good,G,VS1,61.0,57.0,652,4.46,4.49,2.72 +25316,1.53,Ideal,G,VS1,62.2,56.0,13994,7.36,7.31,4.56 +17560,1.07,Ideal,G,VS1,61.8,55.0,7069,6.55,6.59,4.06 +232,0.79,Very Good,H,VS1,63.7,56.0,2784,5.85,5.92,3.75 +47993,0.32,Very Good,F,SI1,59.3,58.0,533,4.47,4.5,2.66 +26405,2.4,Premium,J,SI1,59.7,58.0,15920,8.75,8.71,5.21 +25040,0.3,Premium,F,SI1,62.1,61.0,641,4.29,4.25,2.65 +52214,0.72,Very Good,G,SI1,62.4,59.0,2482,5.67,5.7,3.55 +32813,0.34,Ideal,D,VS2,61.3,57.0,805,4.47,4.5,2.75 +27860,0.3,Ideal,F,VS1,62.3,53.8,652,4.3,4.33,2.69 +39098,0.41,Premium,I,VVS2,62.9,58.0,1061,4.74,4.71,2.97 +20541,1.52,Good,J,VVS2,57.9,62.0,8861,7.61,7.63,4.41 +1686,1.01,Very Good,H,SI2,63.5,55.0,3032,6.32,6.27,4.0 +35833,0.44,Ideal,G,VS1,61.9,54.0,915,4.89,4.93,3.04 +50985,0.31,Good,E,SI1,63.1,55.0,544,4.33,4.36,2.74 +42138,0.56,Ideal,J,VS2,61.9,57.0,1280,5.29,5.31,3.28 +41227,0.43,Ideal,D,VS1,62.1,56.0,1207,4.85,4.87,3.02 +4140,0.81,Ideal,G,VS1,62.3,57.0,3544,5.99,5.95,3.72 +12812,1.05,Ideal,H,SI1,61.9,57.0,5342,6.54,6.57,4.06 +46757,0.61,Premium,G,VS2,63.0,58.0,1800,5.43,5.4,3.41 +25896,2.0,Very Good,I,VS2,63.5,59.0,15025,7.98,7.93,5.05 +31699,0.36,Ideal,F,SI1,61.5,56.0,770,4.62,4.59,2.83 +49398,0.71,Premium,I,VS1,61.9,58.0,2104,5.76,5.71,3.55 +30396,0.32,Ideal,G,VVS2,60.6,57.0,730,4.41,4.43,2.68 +11821,1.16,Ideal,E,SI2,62.7,56.0,5093,6.73,6.69,4.21 +51992,0.59,Fair,F,VS2,64.4,56.0,2443,5.31,5.28,3.41 +51501,0.77,Ideal,I,SI1,61.7,56.0,2382,5.89,5.91,3.64 +24253,1.39,Ideal,G,VVS2,61.4,54.0,12462,7.22,7.3,4.44 +47295,0.3,Good,I,SI1,63.3,59.0,394,4.23,4.3,2.7 +36530,0.42,Ideal,I,VVS1,62.7,55.0,945,4.8,4.77,3.0 +26464,1.5,Premium,E,VS1,62.5,58.0,16023,7.21,7.28,4.53 +29616,0.3,Ideal,J,VVS2,62.1,56.0,439,4.31,4.32,2.68 +44373,0.43,Ideal,F,IF,62.0,56.0,1580,4.87,4.84,3.01 +15602,1.01,Ideal,D,SI1,62.2,54.0,6257,6.42,6.45,4.0 +34511,0.33,Premium,G,VVS1,60.9,60.0,868,4.46,4.5,2.73 +52594,0.96,Fair,I,SI2,66.3,58.0,2540,6.07,5.9,3.97 +26304,1.82,Ideal,F,SI1,61.8,58.0,15802,7.8,7.84,4.83 +41714,0.53,Ideal,D,SI2,61.7,55.0,1243,5.2,5.24,3.22 +32207,0.3,Premium,E,VS2,62.6,62.0,788,4.25,4.21,2.65 +7126,0.9,Very Good,H,VS2,62.7,59.0,4173,6.11,6.17,3.85 +20436,1.5,Very Good,H,SI1,61.5,62.0,8791,7.24,7.3,4.47 +26785,2.1,Premium,H,SI2,60.4,59.0,16629,8.33,8.28,5.02 +53284,0.3,Premium,D,SI1,62.0,60.0,552,4.26,4.29,2.65 +9083,1.03,Premium,E,SI2,61.0,60.0,4522,6.53,6.46,3.96 +15274,1.5,Premium,H,SI2,61.5,58.0,6132,7.38,7.32,4.52 +11288,1.21,Premium,G,SI2,58.9,61.0,4976,6.98,6.91,4.09 +1334,0.74,Ideal,G,VS1,61.8,55.0,2960,5.85,5.8,3.6 +34849,0.3,Very Good,G,VVS2,63.5,56.0,878,4.34,4.29,2.74 +5916,1.02,Ideal,J,VVS2,62.1,57.0,3936,6.46,6.43,4.0 +50974,0.31,Good,E,SI1,63.3,55.0,544,4.33,4.36,2.75 +18982,1.0,Premium,D,VS1,62.7,62.0,7812,6.23,6.21,3.9 +25661,2.02,Premium,H,SI1,62.2,59.0,14574,8.09,8.05,5.02 +46344,0.5,Very Good,D,VS2,63.4,57.0,1758,5.09,5.04,3.21 +19571,1.52,Premium,J,VVS2,58.3,62.0,8202,7.61,7.49,4.4 +40628,0.41,Premium,E,VS1,61.2,58.0,1153,4.78,4.76,2.92 +14511,1.01,Very Good,F,SI1,62.4,59.0,5861,6.37,6.42,3.99 +3362,0.3,Ideal,G,SI2,60.6,56.0,405,4.35,4.4,2.65 +34596,0.27,Very Good,E,VS2,63.1,57.0,470,4.07,4.11,2.58 +26627,2.07,Premium,I,SI1,62.9,59.0,16392,8.15,8.09,5.11 +42438,0.53,Very Good,D,SI2,62.9,54.0,1314,5.13,5.17,3.24 +41480,0.56,Very Good,J,VS2,60.6,57.0,1232,5.35,5.38,3.25 +51249,0.7,Good,H,VVS2,64.3,60.0,2355,5.59,5.55,3.58 +28832,0.41,Premium,E,SI2,61.3,59.0,683,4.8,4.85,2.96 +49236,0.62,Fair,F,VS1,60.0,64.0,2083,5.69,5.48,3.36 +20835,1.01,Very Good,G,IF,61.1,56.0,9063,6.45,6.48,3.95 +13868,1.51,Good,E,I1,63.6,60.0,5647,7.3,7.26,4.63 +52137,0.7,Good,D,SI1,58.8,64.0,2468,5.74,5.79,3.39 +44089,0.5,Ideal,E,VS2,61.5,55.0,1554,5.11,5.16,3.16 +46402,0.51,Ideal,H,VVS1,62.2,56.0,1766,5.12,5.14,3.19 +51474,0.73,Ideal,H,SI1,62.9,58.0,2377,5.72,5.75,3.61 +41428,0.53,Very Good,E,SI2,63.4,56.0,1227,5.18,5.16,3.28 +6877,1.01,Fair,H,SI2,64.9,56.0,4129,6.33,6.25,4.08 +44700,0.47,Good,E,VVS1,65.2,56.0,1613,4.86,4.89,3.18 +3564,0.93,Good,F,SI2,59.4,61.0,3418,6.24,6.25,3.71 +27584,2.29,Premium,J,IF,61.4,60.0,18426,8.45,8.49,5.2 +43001,0.5,Ideal,D,SI2,60.9,57.0,1368,5.15,5.12,3.12 +24179,1.76,Very Good,H,SI1,62.6,58.0,12361,7.7,7.66,4.81 +34303,0.32,Ideal,D,VVS2,62.1,54.0,858,4.4,4.4,2.74 +13133,1.15,Premium,H,SI1,62.0,58.0,5433,6.77,6.71,4.18 +39126,0.41,Premium,G,VS2,61.3,57.0,1061,4.8,4.76,2.93 +16627,1.02,Ideal,G,VS2,62.3,55.0,6648,6.45,6.48,4.03 +30856,0.33,Premium,G,VS2,59.3,61.0,743,4.51,4.49,2.67 +33999,0.42,Premium,G,VS2,60.6,58.0,847,4.83,4.88,2.94 +52241,0.73,Ideal,I,VVS2,63.3,57.0,2485,5.77,5.73,3.64 +22280,1.09,Ideal,E,VVS2,60.9,56.0,10333,6.66,6.7,4.07 +14474,1.17,Ideal,D,SI2,62.7,57.0,5842,6.7,6.72,4.21 +51273,0.52,Ideal,F,VVS2,60.8,55.0,2359,5.21,5.25,3.19 +42142,0.5,Fair,G,VS1,67.0,61.0,1280,4.97,4.91,3.31 +50292,0.31,Premium,G,VS1,62.1,58.0,542,4.31,4.36,2.69 +42082,0.53,Premium,G,SI1,61.0,59.0,1273,5.25,5.21,3.19 +26279,2.0,Fair,H,SI1,65.6,58.0,15762,7.92,7.76,5.15 +41696,0.49,Premium,G,VS2,59.8,59.0,1240,5.16,5.14,3.08 +27461,2.04,Premium,H,SI1,63.0,58.0,18115,8.1,8.03,5.08 +51720,0.7,Good,F,SI1,63.8,60.0,2401,5.6,5.63,3.58 +23390,0.36,Very Good,E,SI1,62.9,56.0,631,4.52,4.57,2.86 +34086,0.36,Ideal,E,VS1,61.8,56.0,852,4.56,4.6,2.83 +41493,0.51,Good,D,SI2,64.2,56.0,1232,5.05,5.02,3.23 +49031,0.77,Very Good,I,VS2,62.4,63.0,2054,5.8,5.84,3.63 +29870,0.3,Premium,D,VS2,61.0,60.0,710,4.29,4.33,2.63 +48770,0.6,Ideal,D,VS2,60.4,57.0,2019,5.49,5.53,3.33 +46085,0.6,Ideal,E,SI1,61.5,56.0,1738,5.39,5.51,3.35 +1500,0.69,Very Good,F,VVS2,61.5,60.0,2993,5.64,5.67,3.48 +16811,1.02,Ideal,E,VS2,60.7,56.0,6704,6.58,6.61,4.0 +15700,0.29,Ideal,H,IF,60.7,57.0,607,4.3,4.33,2.62 +42847,0.41,Premium,F,VVS1,61.3,59.0,1356,4.79,4.73,2.92 +22136,1.61,Premium,J,IF,62.1,58.0,10165,7.47,7.53,4.66 +17802,1.27,Very Good,H,VS2,59.2,58.0,7176,7.07,7.15,4.21 +19153,1.5,Fair,I,SI1,56.7,63.0,7912,7.52,7.57,4.28 +27321,2.01,Premium,H,SI1,62.7,59.0,17849,8.08,8.03,5.05 +42831,0.54,Very Good,F,SI1,63.0,60.0,1356,5.13,5.12,3.23 +38579,0.4,Ideal,G,VS2,62.9,56.0,1035,4.72,4.69,2.96 +35077,0.3,Very Good,F,IF,62.0,55.0,886,4.33,4.35,2.69 +4141,1.13,Premium,H,I1,62.7,59.0,3544,6.63,6.58,4.14 +18333,1.31,Premium,H,VS2,62.5,58.0,7459,6.97,6.94,4.35 +34579,0.43,Premium,F,SI2,61.8,57.0,871,4.88,4.83,3.0 +10883,1.21,Ideal,I,SI2,64.6,56.0,4879,6.67,6.62,4.29 +11135,1.0,Premium,F,SI1,59.7,60.0,4939,6.51,6.48,3.88 +25883,2.01,Ideal,H,SI2,62.5,53.9,14998,8.04,8.07,5.04 +35112,0.3,Ideal,F,IF,62.1,55.0,886,4.31,4.35,2.69 +53781,0.8,Ideal,G,VS2,62.1,56.0,2728,5.94,6.0,3.71 +30496,0.31,Ideal,D,SI1,61.9,57.0,732,4.36,4.33,2.69 +15584,1.2,Premium,F,SI1,62.4,58.0,6250,6.81,6.75,4.23 +44154,0.55,Good,F,VS2,62.8,63.0,1563,5.13,5.19,3.24 +18788,1.32,Premium,F,SI1,59.7,60.0,7683,7.11,7.16,4.26 +15498,1.0,Ideal,F,VS2,62.8,57.0,6209,6.35,6.3,3.97 +38622,0.31,Ideal,H,VS2,62.2,55.0,489,4.36,4.39,2.72 +47903,0.59,Ideal,F,VS2,60.2,57.0,1914,5.48,5.44,3.29 +37157,0.32,Ideal,D,VS2,60.5,56.0,972,4.48,4.45,2.7 +14946,1.2,Very Good,H,SI1,61.2,57.0,6019,6.78,6.91,4.19 +26618,1.51,Ideal,F,VS1,62.1,56.0,16370,7.34,7.38,4.57 +773,0.7,Ideal,D,VS2,61.0,57.0,2859,5.76,5.74,3.51 +23801,1.42,Premium,G,VS1,61.7,55.0,11861,7.29,7.24,4.48 +13816,1.01,Fair,D,SI1,62.6,57.0,5628,6.14,6.22,3.87 +49787,0.77,Ideal,G,SI2,60.3,56.0,2162,5.96,5.92,3.58 +35075,0.3,Very Good,F,IF,62.4,56.0,886,4.28,4.31,2.68 +5685,1.18,Ideal,D,I1,61.5,62.0,3886,6.88,6.73,4.19 +48918,0.54,Ideal,E,VS1,61.0,56.0,2041,5.35,5.24,3.23 +8167,0.72,Ideal,F,VVS1,61.0,56.0,4362,5.78,5.8,3.53 +46478,0.6,Very Good,D,SI1,62.0,55.0,1777,5.36,5.44,3.35 +44179,0.51,Premium,E,VS2,61.5,60.0,1567,5.12,5.09,3.14 +2375,0.32,Ideal,G,VS2,61.5,57.0,561,4.4,4.41,2.71 +23526,1.2,Ideal,G,VVS2,61.0,56.0,11530,6.86,6.88,4.19 +28106,0.3,Very Good,D,VS2,62.0,62.0,663,4.24,4.27,2.64 +43676,0.5,Very Good,D,SI1,61.9,61.0,1436,5.09,5.12,3.16 +14163,1.2,Premium,H,SI1,62.2,58.0,5746,6.78,6.72,4.2 +35521,0.43,Very Good,F,VS2,61.1,57.0,905,4.86,4.9,2.98 +14008,1.14,Premium,H,VS2,61.3,59.0,5700,6.76,6.72,4.13 +3195,0.57,Ideal,F,VVS1,61.3,56.0,3343,5.4,5.37,3.3 +44030,0.51,Premium,E,SI1,62.3,58.0,1546,5.12,5.05,3.17 +691,0.74,Ideal,G,SI1,61.3,55.0,2852,5.85,5.86,3.59 +1015,0.81,Premium,E,SI2,62.5,59.0,2901,5.97,5.9,3.71 +43119,0.52,Ideal,D,SI2,62.5,56.0,1385,5.12,5.08,3.19 +33397,0.44,Ideal,J,VS2,62.3,54.0,828,4.89,4.86,3.04 +11481,1.02,Ideal,H,SI1,61.9,57.0,5014,6.46,6.4,3.98 +7554,1.21,Ideal,H,SI1,62.7,56.0,4249,6.81,6.78,4.26 +7757,1.05,Very Good,E,SI2,63.2,59.0,4281,6.43,6.36,4.04 +24457,2.01,Ideal,I,SI1,62.9,57.0,12717,8.05,7.98,5.04 +11675,1.0,Very Good,F,SI1,61.8,58.0,5058,6.37,6.44,3.96 +30734,0.3,Good,E,VVS1,61.2,63.0,739,4.24,4.26,2.6 +29424,0.42,Very Good,H,SI1,59.5,57.0,700,4.78,5.11,2.94 +40160,0.35,Premium,G,IF,62.2,58.0,1116,4.52,4.45,2.79 +51174,0.34,Ideal,D,IF,62.1,57.0,2346,4.52,4.46,2.79 +14668,1.51,Fair,H,SI2,66.9,57.0,5919,7.13,7.09,4.75 +11328,1.08,Ideal,E,SI2,61.7,57.0,4989,6.55,6.6,4.06 +21437,1.21,Premium,E,VS1,60.8,59.0,9541,6.86,6.82,4.16 +4867,0.8,Ideal,F,VS2,61.2,58.0,3713,5.99,6.03,3.68 +23391,0.36,Ideal,E,SI1,62.4,55.0,631,4.55,4.58,2.85 +49767,0.5,Premium,F,VVS2,63.0,57.0,2160,5.05,5.01,3.17 +47592,0.51,Very Good,D,VS2,60.1,59.0,1877,5.16,5.19,3.11 +7153,1.04,Very Good,F,SI2,62.3,58.0,4181,6.44,6.5,4.03 +49592,0.72,Very Good,J,VS1,62.3,57.0,2136,5.73,5.77,3.58 +31182,0.32,Ideal,D,SI1,60.8,57.0,756,4.44,4.41,2.69 +6141,0.93,Ideal,H,SI1,62.8,56.0,3988,6.19,6.27,3.91 +43086,0.61,Ideal,I,VS2,62.0,54.0,1380,5.44,5.49,3.39 +40313,0.4,Premium,E,VS1,62.4,54.0,1125,4.75,4.71,2.95 +30011,0.32,Very Good,F,VVS2,62.0,55.0,717,4.38,4.42,2.73 +38028,0.4,Ideal,D,VVS2,62.5,55.0,1010,4.73,4.77,2.97 +50789,0.7,Very Good,I,VS1,61.9,58.0,2304,5.7,5.73,3.54 +12954,1.3,Ideal,H,VS2,62.9,56.0,5387,7.0,6.96,4.39 +41369,0.4,Very Good,G,IF,61.2,57.0,1220,4.77,4.79,2.92 +18873,1.02,Very Good,F,VS1,61.3,58.0,7740,6.46,6.52,3.98 +45509,0.5,Very Good,D,VS2,61.2,55.0,1682,5.07,5.12,3.12 +31059,0.39,Ideal,G,VS1,61.3,56.0,752,4.68,4.71,2.88 +24027,1.54,Premium,H,IF,62.5,58.0,12196,7.33,7.38,4.6 +20497,1.59,Premium,H,SI1,61.0,58.0,8829,7.58,7.51,4.6 +24664,2.1,Fair,G,SI2,65.2,56.0,13007,7.97,7.93,5.19 +29578,0.41,Premium,E,SI1,61.2,59.0,705,4.78,4.82,2.94 +53597,0.72,Good,F,VS2,63.5,55.0,2700,5.7,5.74,3.63 +44370,0.51,Ideal,F,SI1,61.1,57.0,1580,5.14,5.17,3.15 +16336,1.01,Premium,F,VS2,62.8,59.0,6533,6.41,6.33,4.0 +44675,0.55,Ideal,E,SI1,62.5,56.0,1609,5.21,5.25,3.27 +17313,1.0,Very Good,D,VS2,61.2,60.0,6937,6.4,6.42,3.92 +15344,1.01,Very Good,F,VS2,61.7,57.0,6159,6.39,6.44,3.96 +12348,1.0,Very Good,D,SI2,60.5,60.0,5227,6.41,6.44,3.89 +37571,0.37,Premium,D,VS2,61.0,56.0,989,4.68,4.63,2.84 +29712,0.31,Good,G,VVS2,63.3,57.0,707,4.28,4.31,2.72 +38673,0.44,Ideal,E,SI1,62.6,56.0,1040,4.9,4.84,3.05 +49058,0.69,Good,E,VS2,58.7,64.0,2057,5.73,5.79,3.38 +14799,1.01,Good,E,VS2,63.4,56.0,5954,6.35,6.37,4.03 +18902,1.57,Premium,I,VS2,62.2,58.0,7755,7.43,7.35,4.59 +37953,0.41,Ideal,F,VS1,61.3,57.0,1007,4.77,4.79,2.93 +10234,1.19,Premium,I,SI2,62.6,58.0,4745,6.75,6.7,4.21 +36315,0.32,Ideal,G,VVS2,61.1,55.0,936,4.45,4.42,2.71 +14966,1.01,Premium,G,VS2,59.1,58.0,6027,6.63,6.56,3.9 +4545,1.0,Premium,J,VS1,59.7,62.0,3640,6.52,6.46,3.87 +53860,0.71,Premium,E,SI1,62.2,58.0,2743,5.74,5.67,3.55 +51,0.24,Very Good,F,SI1,60.9,61.0,404,4.02,4.03,2.45 +45318,0.32,Premium,H,VS1,61.6,59.0,524,4.37,4.39,2.7 +52126,0.74,Ideal,E,SI2,61.9,56.0,2464,5.8,5.83,3.6 +45333,0.51,Ideal,E,VS2,62.9,57.0,1662,5.11,5.07,3.2 +46416,0.52,Ideal,E,VS2,61.5,56.0,1767,5.17,5.14,3.17 +38259,0.3,Ideal,G,SI2,61.7,57.0,382,4.26,4.3,2.64 +22365,0.31,Very Good,H,VS2,60.5,63.0,628,4.37,4.33,2.63 +33298,0.31,Ideal,D,SI2,62.1,57.0,462,4.32,4.34,2.69 +23871,1.77,Premium,F,SI1,60.3,59.0,11965,7.94,7.87,4.77 +16768,1.18,Ideal,I,VVS2,62.7,55.0,6678,6.7,6.79,4.23 +29809,0.3,Good,D,SI1,63.8,57.0,709,4.29,4.27,2.73 +33032,0.32,Ideal,G,VVS1,61.2,55.0,814,4.41,4.44,2.71 +23884,1.67,Ideal,I,VS1,61.6,59.0,11975,7.64,7.61,4.7 +32155,0.28,Ideal,F,VVS2,62.2,53.0,787,4.22,4.23,2.63 +36408,0.31,Ideal,E,VS1,61.6,57.0,942,4.35,4.32,2.67 +10467,1.1,Very Good,E,SI1,61.3,58.0,4791,6.64,6.71,4.09 +51888,0.72,Premium,D,SI2,60.5,60.0,2429,5.82,5.72,3.49 +35819,0.31,Ideal,F,IF,62.1,55.0,914,4.32,4.38,2.7 +31001,0.35,Ideal,E,VS1,62.3,57.0,747,4.51,4.55,2.82 +49983,0.73,Premium,F,SI1,60.6,59.0,2190,5.81,5.77,3.51 +7180,1.11,Ideal,G,SI2,61.9,55.0,4185,6.65,6.6,4.1 +32583,0.31,Premium,F,VVS1,59.7,59.0,801,4.45,4.49,2.67 +9663,1.01,Premium,H,SI1,61.8,60.0,4642,6.48,6.43,3.99 +29652,0.35,Ideal,G,VS1,61.9,55.0,706,4.52,4.53,2.8 +10623,1.0,Ideal,E,SI2,61.8,57.0,4829,6.43,6.39,3.96 +38861,0.4,Ideal,F,VS1,61.1,56.0,1050,4.78,4.75,2.91 +46849,0.53,Ideal,F,VS1,62.3,55.0,1812,5.18,5.22,3.24 +36697,0.39,Ideal,G,VVS2,62.2,54.0,952,4.67,4.7,2.91 +24915,1.28,Ideal,G,IF,61.7,56.0,13360,6.95,6.99,4.3 +33837,0.3,Ideal,E,VVS1,62.0,57.0,844,4.29,4.32,2.67 +48930,0.74,Premium,E,SI1,61.4,57.0,2042,5.83,5.79,3.57 +21178,1.24,Premium,F,VS1,61.5,57.0,9333,6.97,6.86,4.25 +21185,1.51,Ideal,H,SI1,61.8,55.0,9336,7.38,7.42,4.57 +29939,0.34,Very Good,E,SI1,63.5,55.0,714,4.47,4.44,2.83 +31195,0.32,Premium,I,VVS1,60.1,61.0,756,4.45,4.4,2.66 +28110,0.42,Ideal,J,VS1,60.9,57.0,663,4.83,4.86,2.95 +21957,1.5,Very Good,H,VS2,60.9,59.0,10023,7.37,7.43,4.51 +21792,1.07,Ideal,E,VVS2,61.4,56.0,9863,6.55,6.65,4.05 +43760,0.41,Ideal,F,IF,61.4,56.0,1439,4.77,4.81,2.94 +45847,0.5,Very Good,G,VVS2,60.5,62.0,1715,5.07,5.14,3.09 +44007,0.3,Very Good,I,SI1,61.6,62.0,394,4.27,4.3,2.64 +20069,0.31,Ideal,F,VS2,62.3,57.0,625,4.3,4.34,2.69 +3931,1.01,Premium,J,SI2,61.7,58.0,3499,6.4,6.44,3.96 +19526,1.09,Ideal,E,VS2,60.6,57.0,8158,6.66,6.67,4.04 +18823,1.0,Very Good,F,VS1,59.8,58.0,7710,6.49,6.53,3.89 +35708,0.3,Ideal,D,VS2,61.7,55.0,911,4.36,4.33,2.68 +31624,0.3,Ideal,H,SI1,62.4,55.0,450,4.3,4.32,2.69 +48345,0.57,Ideal,H,VVS1,61.6,56.0,1961,5.32,5.35,3.28 +38905,0.34,Premium,D,VVS2,60.1,58.0,1052,4.55,4.53,2.73 +30252,0.26,Good,D,VVS2,63.6,56.0,724,4.09,4.06,2.59 +9588,0.95,Premium,E,SI1,62.8,59.0,4628,6.25,6.21,3.91 +39468,0.54,Very Good,I,SI1,61.3,60.0,1079,5.2,5.24,3.2 +17330,1.01,Ideal,G,VS1,62.4,58.0,6951,6.43,6.39,4.0 +6177,0.9,Premium,F,SI1,61.6,60.0,3992,6.19,6.14,3.8 +29117,0.34,Premium,H,VS2,62.6,60.0,689,4.46,4.42,2.78 +50185,0.7,Premium,D,SI2,61.8,55.0,2222,5.71,5.68,3.52 +25897,1.51,Ideal,E,VS2,61.2,57.0,15025,7.47,7.37,4.54 +3638,0.74,Ideal,G,VS2,61.2,56.0,3434,5.82,5.85,3.57 +16840,1.5,Fair,I,SI2,64.8,58.0,6717,7.05,7.15,4.6 +53631,0.3,Very Good,D,SI1,60.6,60.0,552,4.3,4.32,2.61 +41769,0.44,Very Good,E,VS1,62.2,58.0,1246,4.8,4.85,3.0 +46219,0.51,Ideal,D,VS1,61.7,54.0,1752,5.12,5.15,3.17 +20084,1.13,Very Good,D,VS2,62.9,58.0,8561,6.59,6.63,4.16 +37068,0.42,Ideal,H,VVS1,61.8,55.0,969,4.8,4.85,2.98 +17389,0.32,Ideal,G,SI1,61.3,57.0,612,4.4,4.37,2.69 +51826,0.64,Ideal,H,IF,60.5,57.0,2420,5.58,5.62,3.39 +35829,0.4,Very Good,D,VS2,64.4,52.0,915,4.63,4.68,3.0 +46371,0.57,Premium,F,VS2,59.5,60.0,1760,5.44,5.35,3.21 +45787,0.68,Premium,H,SI1,58.7,60.0,1708,5.8,5.76,3.39 +37483,0.35,Ideal,E,VS2,61.7,55.0,984,4.57,4.54,2.81 +53910,0.7,Very Good,E,SI1,62.7,59.0,2753,5.63,5.67,3.54 +50244,0.75,Premium,H,SI2,62.3,57.0,2234,5.79,5.73,3.59 +38378,0.41,Ideal,H,VS1,61.0,54.0,1024,4.84,4.8,2.94 +31514,0.34,Ideal,E,SI1,61.7,56.0,765,4.52,4.49,2.78 +1792,0.66,Very Good,G,IF,60.5,59.0,3051,5.69,5.74,3.46 +39902,0.42,Ideal,D,VS2,62.4,55.0,1103,4.82,4.8,3.0 +17033,1.14,Very Good,G,VS2,63.2,58.0,6803,6.67,6.63,4.2 +40967,0.57,Very Good,I,SI1,62.5,58.0,1180,5.22,5.27,3.28 +36788,0.34,Ideal,E,VS2,62.1,55.0,956,4.49,4.47,2.78 +43227,0.4,Ideal,E,VVS1,61.5,56.0,1397,4.78,4.75,2.93 +8042,0.39,Ideal,J,VS2,61.4,57.0,581,4.66,4.72,2.88 +39364,0.5,Premium,E,SI1,62.2,58.0,1073,5.03,4.87,3.1 +51511,0.7,Ideal,H,SI1,61.4,57.0,2383,5.73,5.7,3.51 +31416,0.3,Ideal,G,VVS1,62.2,57.0,764,4.28,4.3,2.67 +51213,0.71,Premium,F,SI1,62.2,58.0,2352,5.74,5.67,3.55 +51477,0.47,Ideal,D,VVS1,61.9,54.0,2378,4.98,5.0,3.09 +27900,0.4,Good,G,SI1,63.3,58.0,655,4.66,4.69,2.96 +9457,0.9,Very Good,E,VS2,63.8,55.0,4598,6.11,6.18,3.92 +30132,0.32,Premium,G,VS2,62.3,58.0,720,4.41,4.36,2.73 +42860,0.54,Premium,E,SI1,59.5,61.0,1356,5.31,5.28,3.15 +8383,0.35,Premium,F,SI1,60.2,58.0,583,4.54,4.6,2.75 +19361,0.27,Ideal,E,VVS2,61.8,57.0,622,4.12,4.16,2.56 +7711,0.33,Ideal,E,SI1,62.0,54.0,579,4.41,4.43,2.74 +11793,0.9,Premium,F,VS1,62.7,58.0,5088,6.14,6.17,3.86 +3975,1.15,Very Good,G,I1,61.2,58.0,3510,6.74,6.8,4.14 +44381,0.5,Premium,E,VS2,60.5,60.0,1581,5.09,5.13,3.09 +46060,0.62,Very Good,H,VS2,61.8,57.0,1734,5.47,5.5,3.39 +23040,0.33,Very Good,D,SI2,63.4,56.0,631,4.43,4.4,2.8 +42776,0.5,Fair,F,VS1,62.9,68.0,1348,5.02,4.96,3.14 +53299,0.3,Very Good,I,VVS1,61.2,60.0,552,4.27,4.29,2.62 +12737,1.11,Ideal,H,SI1,61.0,56.0,5315,6.74,6.7,4.1 +12506,0.91,Very Good,E,VS1,61.9,59.0,5259,6.17,6.23,3.84 +48183,0.75,Fair,J,VS2,59.1,66.0,1944,5.99,5.82,3.49 +43894,0.3,Ideal,D,SI1,62.4,54.0,508,4.32,4.34,2.7 +13845,1.22,Premium,D,SI2,61.8,58.0,5643,6.86,6.8,4.22 +19605,1.04,Very Good,G,IF,61.7,58.0,8225,6.47,6.6,4.03 +47322,0.23,Very Good,D,VVS2,62.2,58.0,530,3.94,3.97,2.46 +53182,0.74,Ideal,I,VS1,60.7,56.0,2631,5.86,5.9,3.57 +15596,1.14,Premium,D,SI1,58.9,59.0,6256,6.84,6.78,4.01 +47636,0.51,Ideal,D,VS2,61.8,55.0,1882,5.18,5.15,3.19 +8939,1.01,Premium,F,SI2,62.4,58.0,4497,6.41,6.37,3.99 +13948,1.18,Very Good,H,SI1,62.6,55.0,5674,6.76,6.79,4.24 +30467,0.31,Ideal,D,SI1,61.1,56.0,732,4.38,4.36,2.67 +44538,0.5,Ideal,E,VS1,62.3,55.0,1603,5.09,5.12,3.18 +34413,0.3,Ideal,G,IF,62.4,54.0,863,4.31,4.34,2.7 +18050,0.36,Very Good,E,SI1,59.9,60.0,615,4.59,4.62,2.76 +551,0.77,Very Good,H,SI1,61.7,56.0,2830,5.84,5.89,3.62 +6544,1.01,Premium,D,SI2,61.7,59.0,4072,6.41,6.37,3.94 +27246,2.05,Premium,I,VS1,60.6,60.0,17640,8.21,8.18,4.97 +15234,1.0,Fair,F,VS1,64.8,61.0,6115,6.26,6.21,4.04 +46354,0.61,Good,D,SI1,59.0,57.0,1759,5.54,5.57,3.28 +14227,1.0,Very Good,G,VS2,59.0,62.0,5766,6.49,6.56,3.85 +32214,0.31,Ideal,G,VVS1,62.1,55.0,789,4.34,4.39,2.71 +53394,0.7,Ideal,F,SI1,59.8,55.0,2665,5.83,5.75,3.46 +20406,1.51,Premium,J,VVS2,62.5,59.0,8770,7.29,7.34,4.57 +49816,0.61,Ideal,G,VS1,61.6,55.0,2166,5.45,5.49,3.37 +3089,0.84,Good,G,VS1,63.6,57.0,3316,5.98,5.93,3.79 +27001,1.56,Ideal,F,VS2,62.0,55.0,17108,7.41,7.45,4.61 +37185,0.54,Premium,H,SI2,61.8,60.0,972,5.2,5.16,3.2 +8037,0.9,Good,D,VS2,62.6,65.0,4334,6.1,6.04,3.8 +15903,1.07,Very Good,G,VS2,60.9,58.0,6355,6.56,6.6,4.01 +4418,1.01,Good,E,SI2,63.9,58.0,3611,6.37,6.31,4.05 +35210,0.33,Premium,I,IF,62.1,58.0,891,4.43,4.39,2.74 +38131,0.3,Very Good,G,VVS1,63.4,56.0,1013,4.31,4.27,2.72 +18221,0.9,Ideal,D,VS1,61.9,59.0,7393,6.14,6.17,3.81 +18280,1.21,Ideal,E,SI1,61.9,57.0,7424,6.88,6.79,4.23 +41100,0.38,Ideal,F,IF,61.0,56.0,1193,4.68,4.7,2.86 +27834,0.31,Very Good,H,VVS1,61.9,57.0,651,4.33,4.36,2.69 +27908,0.26,Very Good,F,VVS2,61.4,56.0,657,4.14,4.17,2.55 +16610,1.69,Ideal,H,I1,62.0,56.0,6636,7.61,7.66,4.73 +32176,0.39,Good,G,VS2,63.3,57.0,787,4.61,4.65,2.93 +30853,0.33,Premium,G,VS2,60.9,56.0,743,4.5,4.46,2.73 +48697,0.57,Very Good,E,VS1,59.1,57.0,2008,5.43,5.5,3.23 +18385,0.26,Ideal,F,VS1,62.4,53.0,618,4.11,4.13,2.57 +44686,0.73,Good,I,SI2,63.7,57.0,1610,5.76,5.67,3.63 +34355,0.37,Very Good,F,VS1,58.6,65.0,863,4.68,4.71,2.75 +18032,0.35,Premium,H,VS1,61.7,59.0,614,4.51,4.53,2.79 +41331,0.5,Good,H,VVS2,66.1,58.0,1214,4.87,4.9,3.23 +39019,0.43,Premium,F,VS1,62.5,58.0,1056,4.78,4.85,3.01 +39345,0.38,Ideal,E,VVS2,61.8,53.7,1073,4.67,4.69,2.89 +51019,0.71,Good,I,VS1,61.5,64.0,2327,5.76,5.65,3.51 +44052,0.52,Ideal,E,VS2,62.3,53.0,1549,5.17,5.2,3.23 +30570,0.31,Ideal,D,VS2,61.6,57.0,734,4.36,4.38,2.69 +8449,1.01,Premium,E,SI2,59.1,60.0,4412,6.57,6.55,3.88 +1903,0.94,Good,I,SI2,63.8,60.0,3079,6.21,6.14,3.94 +6757,1.06,Ideal,I,SI2,61.9,59.0,4103,6.47,6.52,4.02 +10016,1.02,Ideal,G,SI1,60.3,56.0,4708,6.57,6.54,3.95 +5882,1.02,Very Good,I,SI1,60.4,58.0,3927,6.52,6.56,3.95 +34338,0.3,Ideal,E,VVS1,61.2,57.0,862,4.32,4.34,2.65 +44121,0.5,Very Good,E,VS2,62.9,60.0,1559,5.07,5.1,3.2 +4180,0.9,Very Good,F,SI2,63.4,58.0,3556,6.08,6.01,3.83 +41722,0.5,Very Good,D,SI2,63.4,59.0,1243,5.03,5.0,3.18 +33912,0.3,Premium,E,VS2,62.6,58.0,844,4.28,4.25,2.67 +13265,1.13,Ideal,H,SI1,62.3,56.0,5483,6.69,6.66,4.16 +38235,0.35,Ideal,H,IF,60.8,56.0,1017,4.61,4.6,2.8 +28071,0.31,Ideal,G,VVS2,60.0,58.0,661,4.38,4.42,2.64 +51917,0.7,Ideal,I,SI1,61.8,57.0,2436,5.67,5.72,3.52 +3671,1.02,Premium,J,SI1,58.9,62.0,3444,6.51,6.43,3.81 +51364,0.78,Ideal,F,SI2,60.6,55.0,2365,5.99,6.0,3.63 +36021,0.33,Fair,H,VVS2,65.1,59.0,922,4.4,4.32,2.84 +1342,0.76,Ideal,E,SI1,60.6,57.0,2961,5.91,5.93,3.59 +16260,1.01,Ideal,G,VS1,62.0,57.0,6504,6.44,6.36,3.97 +51322,0.31,Premium,H,VS1,61.1,59.0,544,4.35,4.36,2.66 +45895,0.52,Premium,F,VS2,62.2,58.0,1720,5.17,5.12,3.2 +10088,1.0,Good,F,SI1,63.3,61.0,4712,6.29,6.31,3.99 +26259,2.06,Premium,I,SI1,60.8,60.0,15716,8.25,8.16,4.99 +44077,0.53,Ideal,I,VS1,61.8,55.0,1552,5.19,5.23,3.22 +46778,0.74,Premium,I,SI2,60.6,60.0,1803,5.89,5.8,3.54 +37260,0.31,Premium,F,IF,61.9,58.0,977,4.39,4.36,2.71 +24352,2.01,Fair,H,SI2,65.9,57.0,12617,7.8,7.74,5.12 +51352,0.71,Premium,F,SI2,60.6,58.0,2363,5.77,5.72,3.48 +39321,0.37,Premium,D,VVS2,61.0,60.0,1071,4.61,4.64,2.82 +47191,0.54,Ideal,F,VS2,64.2,54.0,1837,5.19,5.12,3.31 +8216,1.02,Ideal,G,SI2,62.7,57.0,4370,6.44,6.42,4.03 +3661,0.86,Ideal,G,SI2,61.9,55.0,3442,6.11,6.14,3.79 +10388,0.3,Fair,F,VS1,61.7,66.0,593,4.25,4.31,2.64 +6588,1.01,Ideal,H,SI2,61.3,59.0,4078,6.5,6.46,3.97 +49172,0.7,Very Good,H,VS2,62.2,56.0,2074,5.69,5.75,3.56 +44185,0.5,Very Good,D,VS2,63.3,56.0,1569,5.0,5.05,3.18 +15097,1.25,Ideal,I,SI1,59.6,59.0,6066,7.01,7.09,4.2 +52018,0.7,Good,F,SI1,61.1,61.0,2445,5.68,5.71,3.48 +1450,0.91,Ideal,I,SI2,63.0,54.0,2976,6.17,6.12,3.86 +49712,0.71,Premium,G,SI2,62.7,60.0,2147,5.69,5.63,3.55 +8132,1.01,Premium,E,SI2,62.5,60.0,4355,6.39,6.42,4.0 +7472,0.71,Premium,D,VVS1,59.2,59.0,4234,5.88,5.84,3.47 +36871,0.39,Very Good,G,VVS2,60.7,61.0,958,4.7,4.73,2.86 +30189,0.35,Ideal,E,VS2,63.5,54.0,722,4.48,4.43,2.83 +1028,0.79,Very Good,D,SI2,62.8,57.0,2904,5.85,5.9,3.69 +25522,2.02,Premium,J,VS2,62.1,59.0,14330,8.08,7.98,4.99 +25396,1.54,Ideal,G,VS2,61.4,57.0,14103,7.47,7.42,4.57 +71,0.24,Very Good,D,VVS1,61.5,60.0,553,3.97,4.0,2.45 +3729,0.3,Good,E,VS1,63.2,57.0,568,4.26,4.29,2.7 +51618,0.7,Fair,H,VS1,59.6,66.0,2395,5.8,5.74,3.44 +29938,0.34,Very Good,E,SI1,63.3,57.0,714,4.47,4.44,2.82 +9436,1.0,Good,H,SI2,57.9,62.0,4592,6.53,6.49,3.77 +50679,1.01,Fair,G,I1,64.5,56.0,2287,6.32,6.26,4.06 +7810,0.56,Ideal,D,IF,61.9,57.0,4293,5.28,5.31,3.28 +20005,1.35,Premium,H,VS1,62.3,58.0,8543,7.1,7.05,4.41 +41602,0.24,Very Good,F,VS1,59.3,57.0,393,4.07,4.12,2.43 +37984,0.38,Ideal,E,VVS2,59.9,61.0,1008,4.71,4.74,2.83 +11350,1.21,Very Good,J,SI1,61.6,59.0,4990,6.8,6.83,4.2 +29043,0.42,Premium,G,SI1,62.7,58.0,687,4.75,4.79,2.99 +40411,0.55,Premium,E,SI2,58.4,61.0,1134,5.37,5.31,3.12 +32482,0.3,Ideal,E,VS2,61.4,56.0,795,4.32,4.34,2.66 +2613,0.71,Ideal,D,VS2,61.4,57.0,3222,5.73,5.77,3.53 +31320,0.32,Ideal,D,VS2,62.6,55.0,758,4.37,4.39,2.74 +34705,0.31,Premium,F,IF,60.8,59.0,874,4.36,4.39,2.66 +29783,0.3,Ideal,D,SI1,61.4,56.0,709,4.35,4.32,2.66 +25958,2.01,Very Good,I,SI1,58.9,63.0,15140,8.22,8.16,4.82 +15808,1.2,Ideal,I,VS1,62.1,57.0,6324,6.84,6.8,4.23 +584,0.73,Ideal,F,VS1,61.2,56.0,2835,5.89,5.81,3.58 +24227,2.01,Good,H,SI2,63.7,59.0,12423,7.89,7.84,5.01 +30823,0.33,Premium,E,SI1,62.7,56.0,743,4.45,4.39,2.77 +26288,2.52,Fair,J,SI2,65.1,56.0,15776,8.51,8.43,5.51 +38420,0.3,Premium,E,IF,61.9,58.0,1026,4.26,4.3,2.65 +25889,1.69,Ideal,D,SI1,60.8,57.0,15011,7.69,7.71,4.68 +17448,1.07,Very Good,G,VS1,60.9,55.0,6998,6.6,6.64,4.03 +35142,0.41,Ideal,D,VS2,61.2,57.0,889,4.78,4.82,2.94 +26823,2.17,Ideal,I,SI1,62.1,57.0,16716,8.26,8.32,5.15 +7837,1.2,Very Good,I,SI1,63.1,61.0,4301,6.65,6.58,4.18 +10158,1.0,Good,D,SI2,61.1,61.0,4727,6.37,6.43,3.91 +51132,0.72,Ideal,F,SI2,61.7,55.0,2340,5.77,5.81,3.57 +33588,0.42,Ideal,I,SI1,61.8,55.0,833,4.81,4.83,2.98 +294,0.72,Ideal,G,VS2,61.9,58.0,2797,5.72,5.75,3.55 +29430,0.42,Very Good,H,SI1,62.0,59.0,700,4.76,4.79,2.96 +30905,0.31,Ideal,E,VS2,60.9,57.0,745,4.36,4.38,2.66 +52019,0.71,Ideal,F,SI2,65.3,53.0,2445,5.64,5.58,3.67 +48162,0.7,Premium,H,SI2,62.9,61.0,1942,5.57,5.53,3.49 +47839,0.53,Very Good,D,VS1,59.4,59.0,1907,5.25,5.32,3.14 +51247,0.7,Very Good,D,SI2,63.3,57.0,2354,5.64,5.6,3.56 +16871,1.0,Very Good,E,VS2,61.9,57.0,6732,6.35,6.38,3.94 +4188,0.8,Very Good,F,VS1,63.6,57.0,3559,5.82,5.91,3.73 +21020,1.3,Ideal,H,VVS1,62.8,55.2,9232,6.94,6.97,4.36 +39940,0.24,Very Good,D,VVS1,61.9,54.0,492,3.99,4.02,2.48 +9948,1.01,Premium,D,SI2,60.4,60.0,4694,6.52,6.46,3.92 +24054,0.31,Ideal,I,IF,61.7,55.0,635,4.36,4.39,2.7 +9959,1.09,Premium,H,SI2,62.0,57.0,4700,6.61,6.55,4.08 +35467,0.31,Ideal,F,IF,61.9,54.0,901,4.38,4.41,2.72 +11855,1.11,Premium,H,SI1,62.1,58.0,5102,6.6,6.57,4.09 +2054,0.32,Premium,G,VS2,62.6,59.0,561,4.33,4.36,2.72 +21173,1.31,Ideal,F,SI1,61.6,55.0,9331,7.04,7.09,4.35 +52231,0.6,Fair,F,VVS2,60.1,66.0,2484,5.48,5.44,3.28 +44649,0.28,Very Good,G,VVS2,61.1,56.0,522,4.25,4.27,2.6 +30757,0.25,Premium,E,VVS2,62.0,59.0,740,4.08,4.05,2.52 +40131,0.41,Premium,F,VVS2,62.4,58.0,1115,4.7,4.76,2.95 +14527,1.01,Premium,G,VS2,62.1,59.0,5864,6.43,6.38,3.98 +11267,1.09,Ideal,G,SI1,62.2,56.0,4970,6.6,6.55,4.09 +24802,2.03,Ideal,I,SI2,60.0,57.0,13182,8.32,8.2,4.96 +22991,2.06,Ideal,H,SI2,62.0,57.0,11040,8.1,8.06,5.01 +22504,1.59,Premium,H,SI1,60.6,60.0,10542,7.59,7.53,4.58 +51342,0.74,Good,H,SI1,62.4,65.0,2362,5.78,5.71,3.59 +15277,1.22,Ideal,F,SI2,61.7,54.9,6132,6.84,6.9,4.24 +41718,0.34,Ideal,E,IF,62.0,56.0,1243,4.51,4.49,2.79 +30170,0.27,Very Good,D,VVS1,62.3,54.0,721,4.18,4.21,2.61 +1795,0.7,Very Good,G,VVS2,60.2,61.0,3052,5.66,5.74,3.43 +13859,1.2,Premium,I,VS2,62.6,61.0,5645,6.76,6.68,4.21 +24902,1.52,Ideal,D,SI1,61.2,57.0,13329,7.47,7.4,4.55 +12366,0.26,Very Good,F,VVS1,58.7,58.0,597,4.24,4.25,2.49 +7164,0.93,Premium,F,SI1,61.1,59.0,4182,6.32,6.29,3.85 +53835,0.7,Premium,E,VS2,62.5,59.0,2737,5.65,5.62,3.52 +37178,0.32,Ideal,D,VS2,62.5,57.0,972,4.39,4.34,2.73 +28153,0.3,Ideal,H,VVS1,61.1,58.0,665,4.33,4.35,2.65 +3748,0.3,Ideal,F,VS1,62.6,57.0,570,4.29,4.34,2.7 +34132,0.32,Ideal,F,VVS1,61.3,55.0,854,4.42,4.45,2.72 +27510,2.02,Very Good,H,SI1,59.3,60.0,18236,8.14,8.21,4.85 +16352,0.3,Very Good,H,VS2,63.5,58.0,608,4.27,4.24,2.7 +5525,1.01,Good,G,SI2,63.7,58.0,3852,6.31,6.35,4.03 +30270,0.3,Premium,G,VS1,60.2,62.0,725,4.31,4.3,2.59 +9706,0.32,Ideal,D,SI1,59.6,57.0,589,4.42,4.47,2.65 +16042,0.3,Premium,H,VS2,62.3,58.0,608,4.33,4.31,2.69 +42599,0.5,Ideal,E,SI1,59.1,61.0,1331,5.16,5.19,3.06 +34001,0.42,Ideal,G,VS2,62.2,54.0,847,4.8,4.82,2.99 +51930,0.81,Ideal,I,SI1,62.5,57.0,2439,5.98,5.92,3.72 +39486,0.41,Ideal,E,VS1,62.1,55.0,1079,4.75,4.78,2.96 +18820,1.54,Premium,G,SI2,59.4,60.0,7707,7.49,7.52,4.46 +14342,1.02,Ideal,E,SI1,61.9,55.0,5806,6.49,6.46,4.01 +33599,0.37,Premium,G,VS2,61.3,60.0,833,4.63,4.6,2.83 +17349,1.11,Ideal,H,VVS2,61.4,57.0,6962,6.67,6.63,4.08 +32160,0.39,Ideal,G,VS2,62.2,53.9,787,4.66,4.69,2.9 +30573,0.31,Ideal,E,VS1,60.9,57.0,734,4.39,4.41,2.68 +25151,1.5,Premium,G,VS1,60.8,61.0,13720,7.36,7.29,4.45 +7639,1.06,Ideal,H,SI2,60.6,59.0,4267,6.63,6.6,4.01 +42832,0.61,Very Good,I,SI1,63.4,55.0,1356,5.39,5.43,3.43 +3642,0.79,Good,F,VS1,57.7,58.0,3436,6.06,6.14,3.52 +3092,0.77,Very Good,E,VS1,62.0,56.0,3318,5.88,5.92,3.66 +4532,0.91,Premium,E,SI2,61.1,59.0,3639,6.24,6.2,3.8 +53501,0.71,Very Good,E,SI1,63.5,57.0,2685,5.63,5.68,3.59 +41035,0.41,Ideal,E,VVS2,61.6,56.0,1187,4.78,4.8,2.95 +16304,1.5,Good,J,SI1,64.5,56.0,6523,7.09,7.18,4.6 +476,0.7,Good,F,VS1,59.7,63.0,2819,5.76,5.79,3.45 +40537,0.51,Ideal,G,SI2,62.1,56.0,1148,5.1,5.13,3.18 +41446,0.53,Ideal,E,SI2,61.2,55.0,1229,5.23,5.26,3.21 +49523,0.71,Very Good,E,SI2,62.1,57.0,2123,5.71,5.76,3.56 +32829,0.35,Ideal,F,VVS2,61.3,55.0,806,4.57,4.6,2.81 +48848,0.81,Fair,F,SI2,65.7,57.0,2031,5.8,5.75,3.79 +7447,0.92,Ideal,F,SI1,62.8,56.0,4232,6.14,6.18,3.87 +50463,0.72,Very Good,G,SI1,62.8,59.0,2265,5.69,5.74,3.59 +15043,0.3,Very Good,F,VS2,62.9,57.0,605,4.29,4.33,2.71 +2223,0.7,Ideal,H,VS2,61.2,56.0,3145,5.72,5.75,3.51 +3050,0.27,Very Good,G,IF,60.8,57.0,566,4.2,4.22,2.56 +51678,0.72,Premium,H,SI1,62.5,57.0,2398,5.73,5.67,3.56 +19790,1.0,Good,E,VVS1,63.4,59.0,8359,6.27,6.24,4.0 +13302,1.05,Very Good,E,SI1,62.2,56.0,5494,6.49,6.56,4.06 +19184,2.2,Fair,I,I1,66.3,56.0,7934,8.05,8.0,5.32 +26938,2.41,Ideal,I,SI2,62.5,57.0,16987,8.57,8.51,5.34 +14234,1.07,Ideal,D,SI1,61.8,55.0,5767,6.54,6.59,4.06 +39189,0.35,Ideal,D,VS2,61.8,56.0,1063,4.55,4.51,2.8 +42061,0.48,Premium,H,VS1,60.7,61.0,1270,5.04,5.01,3.05 +10621,1.0,Fair,F,VS2,64.7,59.0,4829,6.22,6.15,4.0 +33209,0.33,Ideal,H,IF,61.6,55.0,820,4.44,4.47,2.74 +34187,0.33,Premium,G,VS1,62.8,58.0,854,4.41,4.38,2.76 +49664,0.6,Ideal,E,VS2,60.6,56.0,2141,5.47,5.52,3.33 +47469,0.72,Premium,I,SI1,60.8,58.0,1858,5.83,5.78,3.53 +26521,2.43,Very Good,H,SI2,63.2,57.0,16170,8.56,8.5,5.39 +41994,0.43,Ideal,G,VVS1,62.0,55.0,1264,4.85,4.82,3.0 +8093,1.25,Premium,G,SI2,61.1,58.0,4340,6.96,6.91,4.24 +47282,0.3,Very Good,J,VS1,61.9,56.0,394,4.28,4.32,2.66 +51046,0.73,Very Good,G,SI1,59.8,61.0,2330,5.83,5.85,3.49 +38561,0.5,Fair,G,SI2,65.6,56.0,1035,4.99,4.92,3.25 +9604,1.01,Good,F,SI1,57.4,57.0,4632,6.52,6.48,3.73 +31407,0.3,Ideal,G,VVS1,61.7,57.0,764,4.32,4.34,2.67 +17703,0.32,Premium,G,SI1,60.5,59.0,612,4.43,4.39,2.67 +28305,0.3,Good,H,SI1,63.4,60.0,432,4.23,4.25,2.69 +40565,0.41,Ideal,G,VVS1,62.1,55.0,1151,4.74,4.79,2.96 +27060,0.32,Very Good,D,VS2,58.8,59.0,646,4.49,4.52,2.65 +36529,0.42,Ideal,I,VVS1,62.5,57.0,945,4.8,4.77,2.99 +27836,0.31,Good,H,VS1,59.2,65.0,651,4.42,4.33,2.59 +19466,1.5,Good,D,SI2,63.4,59.0,8108,7.2,7.25,4.58 +14575,1.2,Very Good,I,VS2,61.7,59.0,5884,6.83,6.88,4.23 +24800,2.03,Premium,I,SI2,63.0,56.0,13182,8.12,8.05,5.09 +48737,0.78,Ideal,H,SI2,61.9,54.0,2012,5.89,5.85,3.63 +24244,2.08,Premium,H,SI2,59.7,59.0,12454,8.38,8.29,4.98 +14797,1.04,Ideal,D,SI1,61.7,57.0,5952,6.55,6.51,4.03 +46447,0.61,Very Good,I,VVS2,62.0,54.4,1773,5.47,5.51,3.4 +27015,2.25,Ideal,I,SI2,62.4,57.0,17143,8.39,8.32,5.21 +6786,1.13,Premium,I,SI1,61.7,58.0,4113,6.66,6.62,4.1 +45499,0.58,Ideal,I,VVS1,62.1,56.0,1680,5.32,5.34,3.31 +31062,0.27,Premium,E,VVS2,61.8,59.0,752,4.18,4.14,2.57 +13969,1.01,Very Good,H,VS1,60.9,55.0,5687,6.53,6.57,3.99 +17964,1.0,Very Good,G,VVS2,60.5,62.0,7260,6.39,6.44,3.88 +35604,0.31,Premium,H,VVS1,61.8,58.0,907,4.34,4.3,2.67 +1849,0.76,Premium,E,VS2,61.7,62.0,3064,5.85,5.82,3.6 +2904,0.72,Ideal,E,VS1,61.9,55.0,3283,5.74,5.77,3.56 +36708,0.46,Ideal,J,VVS1,61.8,56.0,953,4.93,4.97,3.06 +29350,0.31,Ideal,G,VS2,61.8,57.0,698,4.36,4.34,2.69 +53303,0.3,Ideal,D,SI1,62.2,55.0,552,4.29,4.33,2.68 +44219,0.57,Premium,F,SI1,60.7,58.0,1571,5.36,5.32,3.24 +17801,1.04,Premium,E,VS2,61.1,59.0,7175,6.56,6.54,4.0 +2250,1.03,Fair,J,SI2,64.6,62.0,3149,6.3,6.21,4.06 +51893,0.72,Ideal,I,VS1,62.1,55.0,2430,5.73,5.76,3.56 +18372,0.39,Premium,J,VS1,61.6,59.0,616,4.67,4.71,2.89 +52821,0.7,Very Good,F,SI1,62.4,56.0,2573,5.63,5.69,3.53 +43004,0.52,Very Good,E,SI1,61.0,61.0,1369,5.17,5.19,3.16 +37995,0.43,Ideal,H,VVS2,62.3,55.0,1008,4.85,4.82,3.01 +24639,1.54,Ideal,F,VS2,61.9,57.0,12978,7.42,7.35,4.57 +39612,0.35,Ideal,H,SI1,62.3,57.0,491,4.5,4.55,2.82 +45862,0.5,Premium,F,VS1,61.6,58.0,1715,5.11,5.06,3.13 +17305,1.22,Premium,H,VS2,62.4,58.0,6934,6.84,6.79,4.25 +38665,0.42,Premium,D,SI1,62.8,58.0,1040,4.79,4.76,3.0 +48299,0.75,Very Good,J,SI1,63.1,57.0,1958,5.79,5.74,3.64 +2113,1.16,Fair,H,SI2,68.2,55.0,3118,6.47,6.37,4.38 +9691,0.36,Premium,E,SI1,62.2,59.0,589,4.53,4.57,2.83 +28708,0.38,Ideal,H,SI1,61.5,56.0,680,4.67,4.69,2.88 +52060,0.7,Very Good,E,SI2,60.4,59.0,2453,5.7,5.75,3.46 +2218,0.7,Very Good,E,VS1,62.8,57.0,3145,5.65,5.68,3.56 +52346,0.79,Premium,H,SI1,60.1,60.0,2498,6.04,5.98,3.61 +1848,0.71,Very Good,E,VS1,63.3,59.0,3064,5.64,5.68,3.58 +44237,0.57,Ideal,H,VS2,60.2,59.0,1573,5.35,5.38,3.23 +43937,0.3,Premium,D,SI1,62.1,59.0,515,4.29,4.31,2.67 +5888,1.03,Good,G,SI2,63.7,60.0,3929,6.28,6.35,4.02 +9406,1.03,Premium,F,SI2,61.6,58.0,4586,6.46,6.43,3.97 +19142,1.56,Premium,J,VS2,61.7,58.0,7904,7.46,7.41,4.59 +15354,1.17,Premium,H,VS2,62.4,57.0,6163,6.74,6.69,4.19 +35673,0.37,Ideal,G,VVS2,62.0,56.0,909,4.62,4.64,2.87 +35879,0.32,Ideal,G,IF,61.9,54.0,918,4.4,4.42,2.73 +17946,1.02,Very Good,E,VS1,58.9,59.0,7253,6.52,6.65,3.88 +1832,0.74,Very Good,H,VVS1,62.4,57.0,3061,5.76,5.81,3.61 +8545,0.9,Premium,H,VVS2,62.0,58.0,4432,6.13,6.16,3.81 +913,0.73,Very Good,F,SI1,61.4,56.0,2879,5.81,5.86,3.58 +16597,1.04,Ideal,G,VS2,61.9,57.0,6628,6.48,6.5,4.02 +36266,0.37,Ideal,H,IF,61.7,53.0,936,4.66,4.68,2.88 +8821,1.04,Premium,H,VS2,58.7,62.0,4477,6.67,6.65,3.91 +28338,0.33,Premium,G,VS1,61.3,58.0,666,4.42,4.45,2.72 +10376,1.0,Very Good,E,SI2,61.2,58.0,4777,6.37,6.41,3.91 +5524,1.01,Very Good,G,SI2,61.9,55.0,3852,6.43,6.46,3.99 +7299,1.11,Very Good,I,SI2,61.1,58.0,4202,6.63,6.69,4.07 +9617,1.01,Fair,F,SI1,65.5,57.0,4634,6.12,6.22,4.04 +24867,1.54,Very Good,G,VS1,60.7,60.0,13284,7.43,7.55,4.55 +21814,1.18,Ideal,E,VS1,62.4,54.0,9886,6.79,6.74,4.22 +30782,0.33,Premium,E,VVS2,61.3,59.0,741,4.44,4.47,2.73 +44044,0.61,Very Good,G,SI1,59.7,63.0,1548,5.5,5.43,3.26 +5334,0.82,Ideal,F,SI1,61.7,56.0,3810,6.01,6.06,3.72 +48182,0.54,Premium,H,VVS1,62.0,57.0,1944,5.25,5.2,3.24 +41247,0.3,Premium,D,IF,62.1,59.0,1208,4.29,4.27,2.66 +23987,1.52,Premium,G,VS2,62.9,60.0,12148,7.31,7.28,4.59 +13778,1.27,Premium,J,VS1,62.6,59.0,5618,6.92,6.88,4.32 +14216,1.35,Ideal,F,SI2,62.9,56.0,5761,7.05,7.03,4.43 +33075,0.4,Good,D,VS2,64.4,56.0,814,4.62,4.67,2.99 +11322,1.12,Ideal,I,VS2,62.8,55.0,4986,6.69,6.66,4.19 +46279,0.55,Very Good,D,VS2,60.4,59.0,1755,5.29,5.34,3.21 +26955,2.01,Very Good,E,SI2,62.0,61.0,17024,8.04,8.1,5.0 +47394,0.57,Premium,D,SI1,60.2,60.0,1847,5.36,5.34,3.22 +13954,1.09,Premium,H,VS2,59.7,58.0,5677,6.73,6.66,4.0 +20386,0.31,Premium,G,VS1,59.5,59.0,625,4.4,4.47,2.64 +51231,0.7,Fair,E,VS2,65.6,61.0,2352,5.62,5.47,3.64 +37611,0.24,Very Good,E,VVS1,61.7,61.0,485,3.95,3.99,2.45 +15085,1.06,Very Good,D,SI1,59.3,60.0,6062,6.64,6.71,3.96 +35834,0.38,Ideal,F,VS1,60.4,56.0,915,4.7,4.74,2.85 +28444,0.31,Ideal,G,VVS2,61.7,57.0,671,4.36,4.39,2.7 +33514,0.32,Premium,D,VS2,58.8,59.0,829,4.52,4.49,2.65 +13419,1.2,Ideal,I,SI1,61.8,56.0,5510,6.8,6.77,4.19 +249,0.81,Ideal,G,SI2,61.6,56.0,2789,5.97,6.01,3.69 +11312,1.0,Premium,H,VS2,60.4,58.0,4984,6.51,6.46,3.92 +2596,0.77,Premium,F,VS2,62.1,59.0,3218,5.85,5.87,3.64 +48440,0.51,Ideal,G,VVS2,61.3,57.0,1974,5.15,5.12,3.15 +8649,1.0,Premium,F,SI2,61.6,61.0,4452,6.36,6.33,3.91 +51309,0.31,Premium,E,SI1,62.6,60.0,544,4.31,4.35,2.71 +469,0.7,Ideal,E,VS1,62.9,57.0,2818,5.66,5.61,3.54 +33825,0.32,Ideal,G,VVS1,62.2,55.0,842,4.38,4.4,2.73 +14870,1.01,Premium,F,VS2,62.7,58.0,5988,6.39,6.4,4.01 +25261,1.5,Very Good,E,VS2,62.9,56.0,13892,7.31,7.22,4.57 +53541,0.9,Fair,G,SI1,72.9,54.0,2691,5.74,5.67,4.16 +15974,1.51,Good,J,SI1,64.1,61.0,6394,7.16,7.19,4.6 +7920,1.11,Premium,J,VS2,59.9,60.0,4315,6.78,6.71,4.04 +28759,0.31,Ideal,E,VS2,62.0,55.0,680,4.33,4.35,2.69 +1662,0.9,Very Good,J,VS2,63.1,59.0,3024,6.09,6.05,3.83 +49261,0.71,Very Good,F,SI1,60.7,57.0,2088,5.78,5.81,3.52 +27695,0.41,Ideal,J,VS1,61.3,57.0,648,4.81,4.84,2.96 +50652,0.31,Very Good,G,VS2,63.0,54.0,544,4.33,4.37,2.74 +17621,1.38,Ideal,G,SI2,61.4,55.0,7094,7.2,7.17,4.41 +42491,0.44,Ideal,F,VVS1,61.5,57.0,1319,4.9,4.86,3.0 +1587,0.82,Premium,H,VS1,62.5,59.0,3008,5.96,5.94,3.72 +15925,1.31,Premium,H,VS2,62.1,58.0,6368,7.01,6.86,4.31 +32274,0.36,Very Good,E,VS2,62.3,58.0,789,4.51,4.55,2.82 +1456,0.7,Ideal,E,VS1,61.3,54.0,2978,5.77,5.83,3.54 +44177,0.57,Ideal,F,VS2,61.6,56.0,1567,5.34,5.37,3.3 +30941,0.24,Very Good,H,VVS1,62.3,56.0,449,3.99,4.02,2.49 +37885,0.46,Ideal,I,VVS2,61.4,57.0,1006,4.96,5.0,3.06 +23852,1.51,Ideal,D,SI1,61.9,57.0,11942,7.42,7.35,4.57 +39826,0.39,Premium,G,VS1,62.6,58.0,1097,4.7,4.66,2.93 +39985,0.41,Premium,I,VVS1,59.8,61.0,1107,4.84,4.79,2.88 +50543,0.66,Good,F,VS2,61.5,60.8,2275,5.55,5.6,3.43 +2015,0.71,Very Good,F,VVS1,63.3,58.0,3104,5.67,5.64,3.58 +1420,0.7,Good,F,VS1,63.8,58.0,2970,5.58,5.61,3.57 +26167,1.21,Ideal,F,IF,62.8,56.0,15497,6.75,6.84,4.27 +28414,0.29,Ideal,F,VVS1,60.9,57.0,669,4.29,4.32,2.62 +2888,0.93,Ideal,J,VS1,62.3,56.0,3281,6.26,6.22,3.89 +38747,0.35,Ideal,G,IF,61.4,55.0,1044,4.56,4.59,2.81 +47378,0.57,Premium,D,SI1,61.1,56.0,1847,5.38,5.33,3.27 +308,0.9,Very Good,I,SI2,61.3,56.0,2800,6.17,6.23,3.8 +19103,1.01,Ideal,F,VS1,61.1,59.0,7870,6.46,6.5,3.96 +32894,0.36,Ideal,E,SI1,62.4,55.0,810,4.58,4.55,2.85 +19055,1.38,Very Good,H,SI1,63.2,56.0,7836,7.08,7.03,4.46 +36937,0.23,Very Good,E,VVS1,62.9,58.0,478,3.94,3.95,2.48 +23249,1.7,Ideal,I,VS2,61.7,56.0,11257,7.64,7.72,4.74 +15574,1.3,Premium,I,VS2,62.7,58.0,6246,6.97,6.9,4.35 +43329,0.54,Very Good,G,SI1,60.4,56.0,1404,5.29,5.34,3.21 +28038,0.34,Very Good,E,VS2,59.8,62.0,659,4.52,4.54,2.71 +43990,0.21,Premium,E,SI2,61.9,56.0,394,3.84,3.82,2.37 +52175,0.7,Premium,E,SI2,62.8,59.0,2475,5.69,5.64,3.56 +18407,1.11,Good,E,VS2,58.5,58.0,7480,6.77,6.84,3.98 +36759,0.51,Premium,F,SI2,62.3,62.0,956,5.09,5.02,3.15 +2347,1.03,Ideal,H,I1,61.5,57.0,3172,6.48,6.52,4.0 +18133,1.52,Premium,I,SI2,62.5,56.0,7341,7.35,7.33,4.59 +27223,2.0,Premium,I,VS2,62.5,57.0,17574,8.01,7.92,4.98 +303,0.82,Ideal,F,SI2,62.4,54.0,2799,5.97,6.02,3.74 +20255,1.5,Ideal,I,SI1,62.1,55.0,8685,7.32,7.36,4.56 +27380,0.35,Very Good,H,SI1,63.2,57.0,647,4.51,4.48,2.84 +14204,1.01,Very Good,G,VS2,59.9,60.0,5759,6.46,6.52,3.89 +37829,0.33,Ideal,E,VS1,60.6,57.0,1002,4.54,4.5,2.74 +49960,0.3,Good,H,SI1,63.7,56.0,540,4.22,4.2,2.68 +7173,0.92,Good,E,SI1,63.7,57.0,4183,6.14,6.11,3.9 +7311,1.01,Fair,D,SI2,65.3,55.0,4205,6.33,6.19,4.09 +35330,0.4,Ideal,E,VS1,62.1,55.0,898,4.75,4.79,2.96 +50748,0.58,Premium,E,VS1,62.2,58.0,2297,5.35,5.3,3.31 +2020,0.78,Ideal,I,VS1,61.9,56.0,3105,5.91,5.94,3.67 +47313,0.23,Very Good,F,VVS2,60.0,57.0,530,4.0,4.04,2.41 +24278,1.57,Ideal,G,VS2,62.7,55.0,12506,7.42,7.49,4.68 +11543,1.21,Good,J,VVS2,63.7,56.0,5028,6.71,6.67,4.26 +53506,0.7,Very Good,D,SI1,63.5,58.0,2686,5.61,5.64,3.57 +44656,0.35,Good,D,SI2,63.3,55.0,522,4.45,4.49,2.83 +5264,0.82,Very Good,E,VS2,60.4,61.0,3795,6.06,6.09,3.67 +36502,0.33,Very Good,E,VVS1,61.8,54.0,945,4.47,4.49,2.77 +31205,0.32,Premium,D,SI1,60.8,58.0,756,4.44,4.41,2.69 +9744,1.2,Good,J,SI2,63.3,54.4,4659,6.72,6.78,4.27 +19731,1.52,Ideal,E,SI2,61.0,56.0,8299,7.45,7.41,4.53 +26263,2.01,Good,I,VS2,59.9,65.0,15729,8.19,8.14,4.89 +30716,0.33,Ideal,F,VS1,61.2,57.0,738,4.46,4.49,2.74 +8644,1.0,Ideal,F,SI2,61.3,56.0,4452,6.46,6.43,3.95 +3895,0.77,Very Good,D,VS2,61.2,59.0,3489,5.86,5.91,3.6 +46020,0.53,Good,E,VS2,63.7,55.0,1727,5.15,5.12,3.27 +26313,2.02,Ideal,G,SI2,63.5,54.0,15814,7.96,8.02,5.07 +24722,1.39,Ideal,G,IF,60.6,55.0,13061,7.27,7.21,4.39 +46177,0.5,Ideal,E,VS2,62.8,57.0,1746,5.12,5.04,3.19 +7296,1.05,Ideal,J,VS2,62.3,56.0,4201,6.55,6.51,4.07 +18513,1.21,Ideal,F,SI1,62.3,55.7,7546,6.8,6.85,4.25 +11973,1.21,Premium,H,SI2,60.6,56.0,5140,6.92,6.84,4.17 +51434,0.93,Very Good,F,I1,61.3,59.0,2374,6.22,6.27,3.83 +1821,0.76,Good,F,VS1,59.9,61.0,3057,5.89,5.98,3.56 +46470,0.7,Very Good,I,SI2,63.4,59.0,1775,5.66,5.57,3.56 +12889,1.05,Very Good,H,VS2,59.0,59.0,5370,6.68,6.71,3.95 +1757,0.77,Very Good,F,SI1,59.6,60.0,3044,5.95,5.97,3.55 +50337,0.7,Good,D,SI2,58.3,60.0,2242,5.81,5.89,3.41 +37449,0.3,Ideal,G,VS2,61.9,57.0,984,4.26,4.3,2.65 +10602,1.01,Ideal,I,SI1,61.2,56.0,4825,6.48,6.51,3.97 +48717,0.77,Very Good,J,SI1,63.3,57.0,2010,5.84,5.79,3.68 +34134,0.33,Ideal,F,VVS1,61.1,55.0,854,4.48,4.52,2.75 +24346,2.1,Very Good,I,SI2,60.6,60.0,12612,8.29,8.33,5.04 +26929,1.73,Premium,G,VS2,61.6,58.0,16960,7.74,7.71,4.76 +28731,0.31,Ideal,E,VS2,60.5,56.0,680,4.38,4.41,2.66 +30509,0.31,Ideal,D,SI1,63.0,54.0,732,4.35,4.32,2.73 +15991,1.01,Very Good,E,VS2,62.0,55.0,6399,6.42,6.46,3.99 +38552,0.5,Very Good,J,VS1,61.4,57.8,1034,5.09,5.14,3.15 +23868,1.71,Premium,I,VS2,62.8,59.0,11958,7.58,7.52,4.74 +23218,1.14,Ideal,F,VVS1,60.1,60.0,11226,6.79,6.83,4.09 +20218,1.09,Very Good,G,IF,62.9,57.0,8650,6.52,6.58,4.12 +26170,1.53,Premium,G,VVS2,62.5,60.0,15505,7.34,7.31,4.58 +23489,1.5,Ideal,E,SI1,62.0,55.0,11489,7.4,7.32,4.56 +51519,0.72,Ideal,G,SI1,63.0,56.0,2385,5.71,5.68,3.59 +23096,1.02,Ideal,F,IF,62.0,58.0,11116,6.44,6.49,4.01 +33703,0.3,Ideal,E,VVS1,61.2,58.0,838,4.28,4.31,2.63 +6752,1.01,Fair,G,SI1,66.9,56.0,4102,6.15,6.22,4.14 +22901,1.51,Premium,H,VS1,62.4,60.0,10939,7.34,7.27,4.56 +45764,0.5,Very Good,H,IF,61.3,60.0,1706,5.08,5.17,3.14 +22366,0.31,Ideal,H,VS2,62.1,55.0,628,4.35,4.32,2.69 +8,0.26,Very Good,H,SI1,61.9,55.0,337,4.07,4.11,2.53 +21047,0.31,Premium,F,VS2,61.4,58.0,625,4.36,4.4,2.69 +27176,2.0,Good,H,SI1,58.0,58.0,17447,8.21,8.26,4.78 +45066,0.51,Premium,D,SI1,61.9,60.0,1642,5.15,5.12,3.18 +53679,0.56,Ideal,E,VVS2,61.7,56.0,2712,5.31,5.33,3.28 +8799,1.21,Premium,G,SI2,60.9,59.0,4472,6.87,6.82,4.17 +22774,1.01,Ideal,D,VVS2,60.6,56.0,10797,6.53,6.48,3.94 +15229,1.06,Ideal,E,SI1,61.8,56.0,6114,6.59,6.52,4.05 +35222,0.33,Ideal,D,VVS2,61.7,55.0,893,4.46,4.49,2.76 +1255,0.76,Ideal,E,VS1,62.1,57.0,2947,5.82,5.87,3.63 +39763,0.36,Premium,D,VS2,60.5,58.0,1094,4.63,4.6,2.79 +3832,1.0,Ideal,I,SI1,58.5,55.0,3472,6.47,6.42,3.77 +5563,1.0,Good,F,SI2,59.8,65.0,3858,6.58,6.43,3.9 +34318,0.33,Very Good,F,VVS1,62.0,56.0,859,4.41,4.44,2.74 +22709,0.35,Very Good,H,SI1,63.1,58.0,630,4.51,4.46,2.83 +24630,2.01,Good,I,SI2,59.1,59.0,12964,8.09,8.14,4.8 +53600,0.91,Good,I,SI1,64.2,59.0,2700,6.05,5.98,3.86 +30686,0.4,Ideal,E,SI1,62.0,57.0,737,4.74,4.78,2.95 +39434,0.41,Ideal,D,VS2,61.5,57.0,1076,4.79,4.77,2.94 +42996,0.54,Ideal,G,SI1,61.9,54.0,1368,5.26,5.28,3.26 +46967,0.3,Ideal,I,VVS2,61.8,56.0,529,4.31,4.33,2.67 +1080,0.31,Premium,E,SI2,60.9,60.0,558,4.38,4.35,2.66 +39423,0.41,Ideal,F,VS1,61.8,56.0,1076,4.79,4.75,2.95 +46300,0.3,Very Good,G,VS2,63.0,56.0,526,4.27,4.3,2.7 +53746,1.0,Fair,G,I1,61.7,57.0,2723,6.39,6.28,3.91 +14339,1.0,Very Good,G,VS2,63.4,57.0,5806,6.31,6.27,3.99 +38633,0.31,Very Good,H,VS2,60.0,60.0,489,4.4,4.43,2.65 +10304,1.0,Good,I,VS2,61.7,60.2,4761,6.29,6.35,3.9 +45275,0.54,Premium,H,VVS2,60.6,60.0,1662,5.29,5.31,3.21 +9179,1.04,Ideal,I,SI1,62.6,56.0,4543,6.55,6.48,4.08 +20050,0.35,Ideal,D,SI2,62.4,57.0,625,4.5,4.47,2.8 +18234,1.13,Premium,G,VS1,60.0,60.0,7404,6.87,6.72,4.08 +43665,0.5,Very Good,D,SI1,58.8,60.0,1436,5.18,5.2,3.05 +2006,0.72,Very Good,D,SI1,60.5,57.0,3102,5.85,5.89,3.55 +20303,1.01,Fair,D,VVS2,65.4,57.0,8716,6.2,6.16,4.04 +31522,0.34,Ideal,E,SI1,62.9,55.0,765,4.5,4.47,2.82 +33811,0.32,Ideal,G,VVS1,62.4,56.0,842,4.36,4.39,2.73 +36422,0.39,Premium,G,VS2,59.8,61.0,942,4.75,4.72,2.83 +24322,2.0,Premium,D,SI2,59.3,62.0,12576,8.12,8.06,4.8 +52462,0.71,Ideal,D,SI2,60.4,56.0,2516,5.79,5.83,3.51 +16511,1.53,Very Good,H,SI2,60.6,63.0,6597,7.43,7.38,4.49 +7395,0.33,Premium,H,VS1,59.5,59.0,579,4.48,4.53,2.68 +34356,0.3,Very Good,D,VS1,60.1,55.0,863,4.37,4.4,2.63 +51740,0.7,Very Good,F,SI1,59.7,56.9,2403,5.73,5.86,3.46 +34850,0.3,Ideal,G,VVS2,63.0,57.0,878,4.32,4.28,2.71 +26520,1.5,Premium,E,VS1,62.5,58.0,16169,7.28,7.21,4.53 +19266,1.51,Very Good,J,VS1,63.5,60.0,7991,7.29,7.23,4.61 +34361,0.41,Ideal,F,VS2,62.6,57.0,863,4.76,4.79,2.99 +13414,1.2,Ideal,H,SI1,62.9,57.0,5510,6.79,6.76,4.26 +34291,0.3,Ideal,F,VVS1,61.8,55.0,857,4.32,4.35,2.68 +8106,1.15,Premium,I,SI2,62.6,57.0,4347,6.73,6.69,4.2 +78,0.26,Very Good,D,VVS2,62.4,54.0,554,4.08,4.13,2.56 +48329,0.24,Premium,E,VS2,62.6,58.0,536,4.03,3.99,2.51 +20522,1.11,Very Good,E,VS1,61.6,57.0,8852,6.59,6.63,4.07 +36407,0.31,Premium,E,VS1,61.7,58.0,942,4.36,4.3,2.67 +14793,1.09,Premium,H,VS1,60.2,61.0,5951,6.7,6.66,4.02 +7656,0.9,Ideal,F,SI1,61.7,55.0,4269,6.19,6.16,3.81 +24055,0.31,Ideal,I,IF,60.9,57.0,635,4.37,4.4,2.67 +31862,0.3,Ideal,H,VVS2,61.5,56.0,776,4.35,4.33,2.67 +36850,0.37,Premium,F,VS2,61.0,58.0,957,4.63,4.61,2.82 +29177,0.3,Ideal,F,VVS2,61.5,55.0,694,4.33,4.35,2.67 +15821,1.0,Premium,F,VS2,62.2,59.0,6328,6.37,6.29,3.94 +528,0.73,Premium,E,VS1,62.6,60.0,2826,5.75,5.68,3.58 +48256,0.7,Ideal,J,VS2,62.0,58.0,1953,5.66,5.69,3.52 +33892,0.3,Premium,E,VS2,62.3,58.0,844,4.32,4.28,2.68 +33604,0.31,Very Good,D,SI2,61.5,60.0,462,4.31,4.34,2.66 +48173,0.54,Premium,I,VVS2,60.9,59.0,1944,5.28,5.26,3.21 +5724,0.25,Very Good,E,VVS2,63.0,55.0,575,4.0,4.03,2.53 +19149,1.26,Very Good,G,SI1,63.3,58.0,7910,6.88,6.84,4.34 +3228,0.72,Ideal,G,VVS2,62.0,55.0,3352,5.72,5.76,3.56 +23128,1.51,Premium,G,SI1,62.6,58.0,11153,7.27,7.3,4.56 +50493,0.7,Premium,G,SI2,61.9,58.0,2268,5.64,5.6,3.48 +19458,1.01,Ideal,G,VVS2,62.2,54.0,8104,6.41,6.48,4.01 +26316,2.01,Very Good,I,VS2,62.5,58.0,15819,7.97,8.05,5.01 +18164,1.12,Ideal,G,VS2,62.1,55.0,7364,6.64,6.67,4.13 +36393,0.31,Ideal,E,VVS1,60.5,57.0,942,4.38,4.41,2.66 +44684,0.5,Premium,D,SI1,62.8,58.0,1610,5.06,5.03,3.17 +20256,1.41,Premium,H,VS2,62.0,58.0,8686,7.19,7.12,4.44 +24981,1.75,Premium,D,SI2,60.6,60.0,13485,7.78,7.74,4.7 +967,0.86,Ideal,H,SI2,61.8,55.0,2892,6.12,6.14,3.79 +16593,1.03,Premium,G,VS1,62.2,59.0,6628,6.41,6.46,4.0 +6037,0.25,Ideal,F,VVS1,60.9,57.0,575,4.06,4.09,2.48 +43121,0.52,Ideal,D,SI2,62.9,56.0,1385,5.17,5.14,3.24 +15118,1.18,Ideal,H,SI1,61.6,55.5,6076,6.77,6.85,4.19 +17686,1.23,Ideal,H,VS2,62.2,55.0,7130,6.81,6.85,4.25 +48554,0.7,Very Good,D,SI2,60.9,60.0,1990,5.68,5.72,3.47 +50286,0.31,Ideal,D,SI1,62.3,55.0,541,4.33,4.34,2.7 +6322,1.11,Very Good,H,SI2,63.4,55.0,4028,6.54,6.51,4.14 +25859,2.04,Good,F,SI2,64.0,57.0,14936,8.04,7.98,5.13 +34032,0.4,Very Good,D,VS2,62.3,60.0,850,4.66,4.68,2.91 +53576,0.7,Ideal,E,VS2,62.7,56.0,2697,5.73,5.63,3.56 +49471,0.7,Ideal,H,SI1,62.1,56.0,2113,5.74,5.67,3.54 +10260,1.01,Premium,E,SI2,62.6,59.0,4751,6.39,6.36,3.99 +40286,0.3,Ideal,G,VS2,62.2,54.0,495,4.29,4.33,2.68 +25333,1.75,Ideal,H,VS2,62.2,56.3,14033,7.66,7.71,4.79 +50728,0.7,Ideal,H,SI1,62.5,55.0,2294,5.69,5.71,3.56 +4366,1.01,Very Good,D,SI2,59.1,63.0,3605,6.54,6.59,3.88 +10395,0.31,Premium,G,SI1,61.9,56.0,593,4.38,4.34,2.7 +26619,2.07,Very Good,I,VS2,60.6,58.0,16378,8.24,8.29,5.01 +8572,1.0,Good,E,SI1,63.1,64.0,4435,6.31,6.25,3.96 +3862,0.72,Ideal,G,VS1,61.0,55.0,3478,5.81,5.83,3.55 +38611,0.31,Premium,J,VS2,62.5,60.0,488,4.36,4.31,2.71 +23896,1.53,Ideal,F,SI1,61.6,56.0,11999,7.34,7.39,4.54 +28035,0.3,Ideal,E,VS2,62.5,56.0,658,4.28,4.3,2.68 +16253,1.01,Ideal,F,VS2,62.6,57.0,6501,6.39,6.43,4.01 +22411,1.52,Premium,D,SI2,59.8,60.0,10433,7.42,7.5,4.46 +3168,0.75,Ideal,F,SI1,61.8,56.0,3336,5.84,5.87,3.62 +42280,0.23,Ideal,F,VVS1,62.4,55.0,505,3.94,3.95,2.46 +1256,0.92,Ideal,H,SI2,58.5,57.0,2947,6.37,6.34,3.72 +13923,1.01,Fair,G,VS2,67.8,59.0,5666,6.07,6.02,4.1 +27409,2.16,Ideal,G,SI2,62.5,54.2,18001,8.23,8.27,5.16 +14819,1.0,Premium,G,VS2,60.0,59.0,5967,6.52,6.47,3.9 +9491,1.1,Very Good,E,SI2,60.1,62.0,4607,6.65,6.69,4.01 +16090,1.01,Good,D,VS2,61.6,61.0,6429,6.43,6.45,3.97 +1474,0.74,Ideal,E,VS2,62.7,54.0,2984,5.8,5.77,3.63 +37510,0.36,Ideal,G,IF,61.7,56.0,985,4.57,4.6,2.83 +37405,0.51,Ideal,H,SI2,61.8,53.0,983,5.14,5.18,3.19 +14596,1.21,Premium,D,SI2,62.2,60.0,5889,6.8,6.83,4.24 +32445,0.43,Very Good,F,SI1,62.9,60.0,792,4.77,4.8,3.01 +10096,0.9,Very Good,D,VS2,63.2,58.0,4712,6.16,6.09,3.87 +17749,1.51,Ideal,I,SI1,62.2,56.0,7145,7.36,7.27,4.55 +32847,0.4,Very Good,G,VS2,62.9,56.0,807,4.69,4.72,2.96 +13450,1.02,Ideal,H,SI1,60.9,57.0,5522,6.51,6.55,3.98 +38059,0.41,Ideal,E,VVS2,62.5,57.0,1013,4.71,4.76,2.96 +14118,1.2,Very Good,I,VS2,62.5,59.0,5724,6.73,6.77,4.22 +29264,0.31,Premium,E,SI1,58.3,60.0,698,4.51,4.48,2.62 +30721,0.41,Good,D,SI1,63.2,57.0,738,4.73,4.77,3.0 +8145,1.01,Premium,H,SI2,61.3,59.0,4355,6.47,6.41,3.95 +7905,1.01,Very Good,I,SI1,63.1,57.0,4313,6.32,6.36,4.0 +23557,1.51,Premium,E,SI1,62.8,59.0,11565,7.3,7.26,4.57 +11066,0.34,Premium,E,SI1,61.8,58.0,596,4.47,4.5,2.77 +18875,1.52,Ideal,J,VS1,61.3,55.0,7740,7.42,7.39,4.54 +30989,0.37,Very Good,H,VVS2,62.2,59.0,746,4.54,4.56,2.83 +28184,0.37,Premium,H,SI1,60.4,59.0,666,4.63,4.58,2.78 +22501,1.22,Ideal,D,VS2,61.7,56.0,10538,6.89,6.86,4.24 +3866,0.9,Very Good,G,SI2,60.3,63.0,3478,6.33,6.25,3.79 +18292,1.17,Very Good,F,VS2,62.4,56.0,7432,6.71,6.76,4.2 +11938,1.05,Ideal,H,SI1,62.4,57.0,5128,6.49,6.52,4.06 +18553,1.24,Good,E,SI1,63.5,55.0,7563,6.82,6.86,4.35 +31920,0.3,Ideal,G,VS1,62.8,57.0,776,4.29,4.25,2.68 +25982,2.01,Premium,J,VS1,60.1,59.0,15185,8.25,8.18,4.94 +6942,1.04,Premium,I,SI2,61.3,59.0,4141,6.5,6.46,3.97 +963,0.71,Ideal,E,VS2,61.6,56.0,2891,5.74,5.76,3.54 +27025,2.74,Very Good,J,SI2,61.5,62.0,17164,8.87,8.9,5.46 +12751,1.0,Very Good,D,SI1,63.2,59.0,5320,6.29,6.4,4.01 +833,0.95,Premium,F,SI2,58.4,57.0,2867,6.49,6.41,3.77 +45045,0.53,Ideal,F,SI1,61.9,55.0,1639,5.19,5.21,3.22 +3191,0.9,Fair,E,SI2,64.5,57.0,3342,6.13,6.09,3.94 +47065,0.52,Ideal,D,VS2,61.6,55.0,1822,5.15,5.2,3.19 +15657,1.04,Premium,H,VVS2,59.1,60.0,6278,6.66,6.6,3.92 +34941,0.23,Very Good,H,VVS2,62.0,55.0,378,3.93,3.95,2.44 +53294,0.3,Good,D,SI1,63.3,59.0,552,4.22,4.25,2.68 +27042,0.32,Ideal,G,VS1,62.1,55.0,645,4.38,4.41,2.73 +19616,1.11,Ideal,F,VS2,60.9,57.0,8233,6.69,6.75,4.09 +51401,0.74,Premium,D,SI1,59.5,60.0,2369,5.95,5.88,3.52 +33235,0.42,Ideal,G,VS1,61.0,56.0,823,4.82,4.86,2.95 +50068,0.7,Ideal,H,SI2,61.6,56.0,2202,5.69,5.71,3.51 +11886,1.06,Premium,G,SI1,62.2,57.0,5113,6.53,6.47,4.04 +36786,0.34,Premium,E,VS2,60.9,60.0,956,4.51,4.49,2.74 +33392,0.32,Ideal,F,VVS1,61.0,56.0,828,4.42,4.47,2.71 +15471,1.58,Premium,F,SI2,59.1,59.0,6194,7.68,7.59,4.51 +21406,1.5,Very Good,I,VS1,62.7,59.0,9519,7.19,7.26,4.53 +24525,1.9,Premium,F,SI2,62.9,61.0,12812,7.78,7.73,4.88 +2300,0.9,Good,G,SI2,63.3,59.0,3162,6.07,6.12,3.86 +8736,1.04,Ideal,H,SI2,61.7,57.0,4461,6.49,6.54,4.02 +19277,1.52,Fair,H,SI1,65.3,58.0,8001,7.14,7.1,4.65 +6084,0.8,Ideal,E,VS2,61.4,56.0,3972,5.97,6.02,3.68 +14356,1.06,Premium,G,VS2,62.3,59.0,5813,6.52,6.49,4.05 +6042,0.32,Ideal,H,SI1,60.6,57.0,576,4.44,4.4,2.68 +5865,1.03,Ideal,J,SI1,62.6,57.0,3922,6.45,6.43,4.03 +38613,0.31,Premium,J,VS2,62.4,60.0,488,4.33,4.29,2.69 +27625,2.38,Premium,H,VS1,60.9,59.0,18522,8.62,8.59,5.24 +49594,0.72,Ideal,J,VVS2,60.9,58.0,2136,5.74,5.78,3.51 +53410,0.71,Ideal,F,SI1,60.9,55.0,2669,5.74,5.88,3.54 +35817,0.31,Ideal,F,IF,62.3,54.0,914,4.37,4.39,2.73 +45845,0.5,Very Good,G,VVS2,62.2,61.0,1715,5.07,5.09,3.16 +37445,0.51,Very Good,J,VS2,61.9,61.0,984,5.09,5.12,3.16 +25308,2.0,Premium,H,SI1,59.8,60.0,13986,8.04,8.01,4.8 +21226,1.28,Ideal,G,VS1,62.7,53.0,9372,6.94,6.97,4.36 +7825,0.9,Very Good,G,VS2,60.5,60.0,4296,6.2,6.24,3.76 +12814,1.04,Premium,H,VS2,59.6,58.0,5344,6.63,6.55,3.93 +47613,0.53,Ideal,G,VVS2,60.4,55.0,1881,5.26,5.3,3.19 +3869,0.96,Very Good,D,SI2,60.2,63.0,3480,6.3,6.36,3.81 +21349,1.73,Premium,F,SI2,62.4,60.0,9494,7.6,7.55,4.73 +40685,0.5,Good,E,SI1,63.7,59.0,1155,5.07,5.01,3.21 +14740,1.15,Good,H,VS1,64.3,54.0,5935,6.66,6.62,4.27 +20823,1.0,Premium,E,VVS2,62.7,60.0,9050,6.34,6.32,3.97 +23865,1.51,Premium,F,SI1,63.0,58.0,11957,7.32,7.28,4.6 +23372,0.33,Ideal,D,SI2,62.4,56.0,631,4.44,4.41,2.76 +14967,1.01,Ideal,G,VS2,63.0,57.0,6027,6.42,6.35,4.02 +47355,0.5,Ideal,E,VS2,63.8,54.0,1845,5.07,5.05,3.23 +45114,0.54,Premium,D,SI1,62.6,57.0,1650,5.21,5.12,3.23 +21722,1.52,Premium,D,SI2,61.5,60.0,9789,7.44,7.39,4.56 +27876,0.44,Ideal,H,SI2,62.3,54.0,654,4.89,4.93,3.06 +24883,1.5,Good,G,VS2,61.4,58.8,13307,7.32,7.37,4.5 +2609,0.75,Very Good,F,VS1,60.9,59.0,3220,5.83,5.87,3.56 +27413,2.25,Premium,D,SI2,60.4,59.0,18007,8.54,8.48,5.13 +37509,0.36,Ideal,G,IF,61.5,56.0,985,4.59,4.62,2.83 +22096,1.17,Premium,D,VS1,61.7,59.0,10115,6.77,6.72,4.16 +48253,0.63,Fair,E,SI1,64.6,57.7,1952,5.36,5.41,3.47 +38416,0.35,Very Good,E,IF,57.9,56.0,1025,4.71,4.75,2.74 +28162,0.3,Ideal,H,VVS1,61.9,58.0,665,4.27,4.29,2.65 +11963,1.01,Premium,G,SI1,62.3,59.0,5139,6.38,6.3,3.95 +43185,0.54,Very Good,G,SI1,63.2,58.0,1392,5.15,5.16,3.26 +7900,1.0,Fair,G,SI1,64.7,60.0,4312,6.22,6.18,4.01 +5919,0.93,Premium,H,VS2,60.3,61.0,3937,6.39,6.25,3.81 +19781,1.01,Very Good,E,VS1,59.4,59.0,8348,6.52,6.54,3.88 +29071,0.34,Ideal,D,VS2,61.6,55.0,687,4.48,4.54,2.78 +20926,1.2,Premium,E,VS2,63.0,58.0,9139,6.75,6.71,4.24 +27993,0.3,Premium,E,VS2,60.4,58.0,658,4.3,4.34,2.61 +46595,0.54,Ideal,F,VS2,60.1,56.0,1786,5.31,5.28,3.18 +23175,1.5,Premium,H,VS1,62.1,59.0,11189,7.31,7.27,4.53 +27356,2.0,Good,G,SI1,59.1,61.0,17930,8.14,8.18,4.82 +38544,0.34,Ideal,D,VS2,62.0,54.0,1033,4.52,4.48,2.79 +52605,0.84,Very Good,J,VS1,61.9,58.0,2544,6.03,6.05,3.74 +170,0.71,Good,E,VS2,59.2,61.0,2772,5.8,5.88,3.46 +49886,0.63,Premium,H,VVS1,61.3,61.0,2177,5.49,5.44,3.35 +39951,0.33,Premium,D,SI2,62.7,58.0,492,4.39,4.41,2.76 +44349,0.56,Ideal,E,SI1,61.7,56.0,1580,5.3,5.33,3.28 +20159,1.21,Premium,G,VS1,62.7,58.0,8616,6.76,6.85,4.27 +9597,1.0,Fair,G,VS1,63.1,63.0,4630,6.38,6.29,4.0 +44472,0.59,Very Good,F,SI1,61.4,58.0,1595,5.39,5.45,3.33 +36442,0.31,Ideal,D,VS2,61.5,56.0,942,4.37,4.34,2.68 +29894,0.3,Ideal,D,VS2,62.0,55.0,710,4.31,4.34,2.68 +5096,1.02,Very Good,J,SI2,62.9,59.0,3755,6.34,6.41,4.01 +26671,0.23,Good,D,VVS1,60.3,66.0,425,3.91,3.95,2.37 +16631,1.09,Good,H,VVS2,58.8,61.0,6651,6.72,6.78,3.97 +24221,1.53,Ideal,F,SI1,62.6,55.0,12415,7.39,7.37,4.62 +39954,0.33,Good,G,SI1,63.2,57.0,492,4.39,4.44,2.79 +53161,0.72,Premium,E,VS2,60.4,59.0,2626,5.74,5.78,3.48 +37353,0.4,Ideal,D,VS2,61.5,55.0,982,4.71,4.75,2.91 +373,0.73,Very Good,D,SI1,63.1,57.0,2808,5.74,5.7,3.61 +51835,0.76,Very Good,G,SI2,62.0,57.0,2422,5.82,5.86,3.62 +22124,1.68,Premium,I,SI1,61.5,59.0,10151,7.63,7.58,4.68 +17904,1.34,Very Good,D,SI2,62.3,59.0,7230,6.99,7.03,4.37 +33090,0.29,Ideal,E,VVS2,61.9,56.0,815,4.22,4.24,2.62 +34157,0.33,Premium,G,VS1,59.2,59.0,854,4.54,4.51,2.68 +32430,0.33,Ideal,E,VS2,61.7,55.0,792,4.45,4.47,2.75 +1352,0.71,Very Good,E,VS2,62.9,57.0,2964,5.68,5.7,3.58 +24348,1.39,Very Good,E,VS1,60.9,61.0,12614,7.15,7.19,4.37 +27704,0.39,Good,I,VS2,62.3,61.0,648,4.6,4.61,2.87 +44529,0.53,Ideal,H,VS1,61.2,56.0,1601,5.23,5.26,3.21 +47269,0.7,Premium,J,VVS1,60.9,58.0,1844,5.74,5.79,3.51 +729,0.34,Ideal,E,SI1,62.2,54.0,556,4.47,4.5,2.79 +46466,0.7,Premium,J,VS2,62.0,62.0,1775,5.63,5.59,3.48 +44059,0.67,Ideal,H,SI1,62.1,54.0,1550,5.61,5.66,3.5 +20424,1.6,Ideal,H,SI2,61.5,55.0,8779,7.53,7.55,4.64 +27037,0.32,Ideal,F,VS2,62.4,57.0,645,4.34,4.38,2.72 +43993,0.3,Very Good,F,SI2,62.3,58.0,394,4.28,4.32,2.68 +38397,0.39,Premium,G,VS1,62.7,58.0,1024,4.69,4.63,2.92 +32932,0.33,Ideal,F,VVS2,61.4,56.0,810,4.44,4.49,2.74 +31055,0.38,Ideal,E,VS2,61.9,57.0,751,4.61,4.66,2.87 +44911,0.53,Ideal,D,SI1,62.0,55.0,1631,5.22,5.24,3.24 +44156,0.54,Ideal,I,VVS1,62.7,57.0,1564,5.14,5.22,3.25 +3676,0.9,Very Good,G,SI2,61.1,55.0,3445,6.21,6.26,3.81 +10952,1.03,Ideal,H,SI1,62.0,56.0,4900,6.43,6.5,4.01 +1187,0.72,Very Good,F,VS2,63.3,57.0,2931,5.69,5.72,3.61 +33746,0.31,Ideal,F,VVS1,62.4,54.0,840,4.33,4.35,2.71 +19521,1.0,Premium,F,VVS1,63.0,56.0,8154,6.37,6.32,4.0 +33774,0.48,Ideal,I,SI1,62.5,54.0,841,5.04,5.07,3.16 +2973,1.01,Very Good,I,SI2,61.5,62.0,3299,6.37,6.41,3.93 +11137,1.4,Premium,J,SI1,62.9,59.0,4939,7.16,7.07,4.48 +3316,0.9,Premium,H,SI2,58.3,60.0,3371,6.34,6.31,3.69 +8657,0.9,Very Good,H,VS1,62.1,57.0,4455,6.17,6.23,3.85 +4269,1.02,Premium,H,SI1,62.2,52.0,3581,6.47,6.43,4.01 +13889,1.28,Very Good,I,SI2,62.6,58.0,5654,6.87,6.89,4.32 +5232,1.04,Ideal,H,SI2,60.5,57.0,3786,6.55,6.51,3.95 +46151,0.5,Premium,G,VS1,59.7,60.0,1746,5.14,5.11,3.06 +11612,1.02,Very Good,H,SI1,64.4,59.0,5047,6.24,6.36,4.06 +11782,1.01,Very Good,E,SI1,63.1,57.0,5085,6.33,6.44,4.03 +15972,1.02,Ideal,F,VS2,61.0,56.0,6393,6.55,6.62,4.02 +50221,0.7,Very Good,F,SI1,61.7,61.0,2230,5.67,5.7,3.51 +39729,0.51,Ideal,G,SI2,61.3,58.0,1091,5.15,5.19,3.17 +23988,1.13,Ideal,D,VVS2,60.1,57.0,12150,6.78,6.83,4.09 +40035,0.4,Very Good,F,VVS1,62.9,55.0,1111,4.71,4.74,2.97 +36919,0.41,Premium,G,VS1,60.5,57.0,961,4.85,4.81,2.92 +41773,0.45,Good,G,VS1,60.7,60.4,1246,4.94,4.98,3.01 +14897,1.26,Premium,H,SI2,58.6,59.0,5998,7.09,7.04,4.14 +15838,1.01,Premium,E,VS2,60.2,58.0,6335,6.56,6.52,3.94 +49429,0.7,Premium,F,SI2,61.7,62.0,2107,5.69,5.65,3.5 +32580,0.36,Ideal,D,SI1,61.6,56.0,801,4.59,4.6,2.83 +42601,0.32,Premium,H,VS2,59.5,58.0,505,4.47,4.5,2.67 +5634,1.0,Good,I,SI1,60.5,57.0,3878,6.4,6.46,3.89 +29438,0.38,Premium,I,VS1,59.9,60.0,700,4.66,4.72,2.81 +48886,0.7,Good,E,SI1,65.0,57.0,2038,5.53,5.58,3.61 +31544,0.3,Ideal,E,VVS2,62.3,57.0,766,4.29,4.31,2.68 +16314,1.01,Very Good,G,VS1,63.5,59.0,6529,6.36,6.31,4.02 +35614,0.3,Premium,I,VS1,59.1,59.0,473,4.35,4.38,2.58 +25827,1.51,Premium,E,VS2,62.2,59.0,14844,7.4,7.36,4.59 +38254,0.31,Very Good,J,VS2,62.7,58.0,380,4.3,4.34,2.71 +33793,0.4,Premium,I,VVS1,62.7,59.0,842,4.67,4.71,2.94 +30283,0.34,Very Good,I,SI1,61.3,61.0,447,4.45,4.49,2.74 +35345,0.42,Ideal,H,SI1,62.7,56.0,898,4.78,4.76,2.99 +45676,0.52,Premium,E,VS2,62.5,60.0,1694,5.14,5.1,3.2 +45596,0.56,Ideal,I,IF,61.9,54.0,1689,5.29,5.34,3.29 +38722,0.41,Ideal,H,VVS1,62.7,54.0,1043,4.78,4.79,3.0 +36819,0.7,Fair,G,I1,67.3,59.0,956,5.51,5.45,3.69 +33612,0.31,Very Good,D,SI2,62.9,59.0,462,4.28,4.31,2.7 +44831,0.51,Ideal,E,SI1,62.9,57.0,1624,5.1,5.09,3.2 +16793,1.0,Premium,F,VS1,61.3,59.0,6692,6.45,6.42,3.95 +29655,0.35,Ideal,F,VS2,62.1,57.0,706,4.53,4.55,2.82 +20915,1.52,Very Good,I,SI1,62.8,62.0,9129,7.23,7.29,4.56 +33548,0.35,Premium,D,VS2,59.7,58.0,829,4.57,4.61,2.74 +736,0.31,Ideal,I,VVS1,62.2,53.0,557,4.36,4.38,2.72 +52728,0.73,Ideal,D,SI2,61.9,57.0,2557,5.76,5.81,3.58 +42627,0.32,Premium,H,VS2,60.6,58.0,505,4.44,4.47,2.7 +29368,0.31,Good,G,VS2,63.6,56.0,698,4.29,4.26,2.72 +21742,1.01,Very Good,F,VVS1,61.4,58.0,9810,6.39,6.44,3.94 +3641,0.71,Ideal,E,VS1,61.4,57.0,3435,5.81,5.78,3.56 +10408,0.31,Ideal,G,SI1,63.0,56.0,593,4.34,4.3,2.72 +7183,0.9,Very Good,F,VS2,61.2,59.0,4186,6.2,6.26,3.81 +25351,0.3,Good,F,SI1,57.2,62.0,641,4.45,4.39,2.53 +32251,0.31,Ideal,H,IF,62.2,54.0,789,4.38,4.4,2.73 +49115,0.62,Premium,F,VS2,61.4,59.0,2065,5.5,5.47,3.37 +51148,0.71,Premium,E,SI2,62.7,59.0,2343,5.7,5.66,3.56 +41309,0.57,Premium,I,VS1,61.6,58.0,1212,5.33,5.28,3.27 +14484,1.26,Very Good,H,VS2,63.1,58.0,5849,6.91,6.81,4.34 +32537,0.27,Premium,E,VVS2,59.0,59.0,799,4.27,4.24,2.51 +17039,1.3,Ideal,I,VS1,62.1,57.0,6806,6.98,7.04,4.35 +18594,1.15,Ideal,G,VS2,61.6,55.0,7587,6.74,6.76,4.16 +9740,1.32,Very Good,J,SI1,63.5,57.0,4657,6.98,6.95,4.42 +33048,0.3,Ideal,F,VVS1,61.6,58.0,814,4.27,4.3,2.64 +9704,0.32,Ideal,D,SI1,60.8,57.0,589,4.41,4.44,2.69 +41687,0.5,Ideal,E,SI2,61.4,57.0,1240,5.14,5.09,3.14 +15501,1.0,Good,F,VS2,63.8,58.0,6209,6.32,6.28,4.02 +26291,2.02,Ideal,H,SI2,62.7,57.0,15785,8.05,8.0,5.03 +49301,0.31,Good,H,VS1,64.0,59.0,539,4.25,4.28,2.73 +46658,0.51,Ideal,D,VS2,61.6,56.0,1787,5.15,5.17,3.18 +34508,0.4,Ideal,H,VVS2,61.1,55.0,868,4.75,4.78,2.91 +47610,0.64,Ideal,H,SI1,61.7,55.0,1880,5.54,5.57,3.43 +50837,0.7,Very Good,E,SI2,59.6,63.0,2310,5.76,5.71,3.42 +38354,0.36,Ideal,F,VVS1,61.5,54.0,1021,4.59,4.62,2.83 +1473,0.71,Premium,E,VS2,62.6,58.0,2982,5.72,5.68,3.57 +4568,0.93,Premium,H,SI1,62.8,58.0,3646,6.24,6.21,3.91 +49868,0.82,Very Good,J,SI2,62.0,58.0,2175,5.93,5.98,3.69 +5759,1.01,Premium,F,SI2,63.0,60.0,3897,6.35,6.28,3.98 +1835,0.9,Very Good,J,SI1,63.8,56.0,3061,6.11,6.14,3.91 +34646,0.31,Ideal,E,VS2,61.3,56.0,872,4.37,4.34,2.67 +32973,0.37,Very Good,E,VS2,61.1,57.0,811,4.63,4.66,2.84 +29855,0.3,Premium,D,VS2,60.6,59.0,710,4.28,4.36,2.62 +19154,1.01,Good,F,VVS2,62.7,61.0,7915,6.3,6.34,3.96 +3419,0.36,Very Good,H,VS2,61.0,60.0,568,4.55,4.6,2.79 +50724,0.55,Ideal,F,VVS2,60.8,56.0,2294,5.27,5.32,3.22 +27449,2.32,Ideal,H,SI1,62.6,57.0,18080,8.46,8.52,5.32 +26254,2.01,Premium,I,SI1,62.4,61.0,15707,8.01,7.99,4.99 +17714,0.41,Ideal,J,VS2,61.7,55.0,613,4.8,4.82,2.97 +34460,0.42,Ideal,I,VVS1,60.5,57.0,865,4.84,4.88,2.94 +32505,0.31,Ideal,G,VVS1,60.5,57.0,798,4.39,4.43,2.67 +38805,0.31,Premium,G,VVS1,60.5,60.0,1046,4.4,4.33,2.64 +13696,1.0,Very Good,G,VS2,61.8,59.0,5600,6.29,6.37,3.91 +33470,0.32,Premium,F,VS2,59.7,59.0,828,4.44,4.41,2.64 +38519,0.34,Ideal,D,VS2,62.1,55.0,1033,4.49,4.46,2.78 +11156,1.21,Very Good,H,SI1,63.5,58.0,4944,6.73,6.63,4.24 +34106,0.4,Very Good,G,VS1,60.0,56.0,853,4.81,4.85,2.9 +44528,0.6,Ideal,E,SI1,61.4,57.0,1601,5.52,5.46,3.37 +40334,0.4,Ideal,F,VVS1,61.5,56.0,1128,4.73,4.77,2.92 +13320,1.01,Very Good,E,SI1,62.9,58.0,5499,6.35,6.41,4.01 +35419,0.4,Premium,G,SI1,61.4,60.0,900,4.71,4.67,2.88 +27418,2.0,Good,H,VS2,63.8,59.0,18023,7.88,8.01,5.07 +21400,1.51,Ideal,E,SI2,62.9,57.0,9513,7.29,7.23,4.57 +5744,0.91,Good,F,SI1,66.1,57.0,3893,5.99,6.03,3.97 +30584,0.31,Ideal,D,VS2,62.2,57.0,734,4.31,4.34,2.69 +5163,0.9,Premium,F,SI2,61.5,59.0,3770,6.2,6.23,3.82 +13217,1.2,Good,I,SI1,64.4,61.0,5458,6.52,6.59,4.22 +29276,0.31,Premium,I,VVS2,62.1,58.0,698,4.33,4.3,2.68 +14343,1.22,Ideal,I,SI1,60.2,58.0,5807,6.96,6.9,4.17 +14096,1.23,Premium,I,SI1,60.3,58.0,5717,6.95,6.92,4.18 +40117,0.41,Ideal,F,VVS2,61.7,57.0,1115,4.73,4.8,2.94 +3571,0.7,Good,E,VS1,58.4,61.0,3419,5.85,5.89,3.43 +7687,0.65,Ideal,D,VVS2,60.7,57.0,4275,5.63,5.65,3.42 +53917,0.74,Good,D,SI1,63.1,59.0,2753,5.71,5.74,3.61 +8902,1.07,Premium,I,VS2,60.7,58.0,4491,6.62,6.66,4.03 +47970,0.52,Ideal,D,VS2,61.8,55.0,1919,5.19,5.16,3.2 +36055,0.31,Good,G,IF,63.9,58.0,924,4.27,4.3,2.74 +44892,0.5,Ideal,E,VS2,63.0,54.0,1629,5.09,5.04,3.19 +22672,1.22,Very Good,F,VVS2,60.7,62.0,10719,6.81,6.84,4.14 +21353,1.22,Very Good,E,VS2,59.5,60.0,9495,6.91,7.0,4.14 +21630,1.0,Premium,F,VVS1,61.0,60.0,9724,6.39,6.43,3.91 +37041,0.4,Ideal,G,VVS1,61.7,57.0,967,4.75,4.78,2.94 +21194,1.51,Good,E,SI2,63.1,58.0,9343,7.28,7.31,4.6 +44685,0.5,Ideal,D,SI1,62.1,57.0,1610,5.08,5.03,3.14 +51609,0.7,Premium,F,SI1,60.1,56.0,2394,5.84,5.78,3.49 +23355,0.3,Ideal,I,SI1,61.2,58.0,422,4.28,4.31,2.63 +38830,0.43,Premium,E,VS2,61.6,59.0,1048,4.84,4.81,2.97 +23576,1.5,Very Good,E,SI1,59.6,58.0,11586,7.38,7.41,4.41 +33732,0.39,Ideal,E,VS2,60.5,56.0,839,4.75,4.77,2.88 +41669,0.4,Ideal,I,VVS2,61.4,56.0,1240,4.76,4.79,2.93 +28416,0.43,Good,D,SI2,63.4,57.0,669,4.78,4.81,3.04 +51959,0.56,Ideal,G,IF,62.0,56.0,2442,5.3,5.32,3.29 +46565,0.53,Premium,D,VS2,62.4,59.0,1783,5.14,5.18,3.22 +33042,0.32,Ideal,G,VVS1,61.2,56.0,814,4.42,4.44,2.71 +31061,0.38,Good,F,VS2,62.7,58.0,752,4.56,4.6,2.87 +25372,0.28,Ideal,F,VVS2,62.5,57.0,642,4.18,4.21,2.62 +29713,0.31,Good,H,VVS1,63.3,56.0,707,4.3,4.32,2.73 +42121,0.5,Good,F,VS2,57.8,63.0,1279,5.2,5.15,2.99 +49307,0.3,Ideal,I,VVS1,62.1,57.0,540,4.29,4.34,2.68 +51086,0.89,Fair,I,VS1,68.2,65.0,2334,5.82,5.74,3.94 +2704,0.31,Ideal,G,VS2,61.1,57.0,562,4.37,4.4,2.68 +29339,0.31,Very Good,H,VS1,63.1,58.0,698,4.3,4.26,2.7 +47465,0.52,Ideal,G,VVS2,60.9,56.0,1858,5.22,5.26,3.19 +17355,1.33,Premium,E,SI2,62.5,58.0,6963,6.99,7.03,4.38 +33949,0.31,Ideal,H,SI1,61.1,56.0,464,4.35,4.39,2.67 +39664,0.42,Premium,G,VS2,60.6,58.0,1087,4.88,4.83,2.94 +41371,0.51,Good,G,SI1,63.6,55.0,1220,5.03,5.06,3.21 +38607,0.4,Ideal,F,VVS2,62.9,55.0,1039,4.75,4.72,2.98 +46183,0.56,Ideal,E,VS2,61.6,57.0,1747,5.32,5.3,3.27 +4694,1.0,Good,G,SI2,63.4,60.0,3676,6.22,6.34,3.98 +51756,0.7,Premium,H,VVS1,60.9,60.0,2406,5.76,5.71,3.49 +23799,1.51,Ideal,H,VS1,60.8,57.0,11856,7.43,7.46,4.53 +21208,1.51,Ideal,I,VS2,61.6,57.0,9352,7.34,7.28,4.5 +14334,1.04,Ideal,H,VS2,60.7,56.0,5805,6.56,6.61,4.0 +14319,1.32,Premium,J,VS2,60.4,58.0,5800,7.11,7.14,4.3 +45619,0.55,Ideal,F,VS2,61.7,57.0,1692,5.24,5.29,3.25 +51406,0.54,Premium,E,VVS1,62.7,58.0,2370,5.16,5.21,3.25 +46479,0.6,Very Good,D,SI1,60.3,58.0,1777,5.44,5.51,3.3 +504,0.7,Ideal,D,SI1,59.7,58.0,2822,5.82,5.77,3.46 +9919,1.13,Premium,H,SI1,62.1,58.0,4689,6.7,6.66,4.15 +3108,0.69,Very Good,G,VVS1,60.8,55.0,3323,5.74,5.77,3.5 +2151,0.7,Very Good,G,VS1,61.6,57.0,3127,5.69,5.73,3.52 +24164,1.71,Premium,H,SI1,62.8,58.0,12338,7.62,7.53,4.76 +52240,0.74,Premium,H,VS2,59.9,57.0,2485,5.91,5.87,3.53 +14369,1.09,Ideal,F,SI1,62.0,56.0,5816,6.59,6.61,4.09 +10313,1.25,Ideal,J,SI1,62.7,57.0,4764,6.86,6.88,4.31 +14518,1.01,Premium,G,VS2,61.2,58.0,5864,6.49,6.46,3.96 +15555,1.34,Very Good,J,VS1,63.0,57.0,6237,6.9,7.01,4.38 +40273,0.23,Ideal,F,VS1,61.9,56.0,493,3.94,3.96,2.44 +10861,1.24,Ideal,J,SI1,61.8,57.0,4875,6.92,6.86,4.26 +26229,2.01,Premium,H,VS2,62.8,59.0,15651,8.03,7.97,5.02 +29463,0.32,Premium,E,VS2,61.7,58.0,702,4.38,4.41,2.71 +28814,0.41,Ideal,I,VS2,61.5,55.0,683,4.79,4.83,2.96 +50323,0.7,Ideal,H,SI1,61.4,57.0,2240,5.64,5.76,3.5 +28545,0.3,Premium,H,VS1,61.4,59.0,675,4.33,4.3,2.65 +40539,0.36,Premium,G,IF,62.5,60.0,1148,4.53,4.49,2.82 +35810,0.31,Ideal,F,IF,61.2,57.0,914,4.35,4.38,2.67 +1169,0.8,Ideal,I,SI1,59.4,58.0,2927,6.07,6.09,3.61 +50254,0.73,Premium,I,VVS2,59.3,59.0,2234,5.91,5.87,3.49 +16495,1.02,Ideal,G,VS2,62.6,56.0,6591,6.4,6.44,4.02 +29726,0.31,Premium,H,VVS1,60.5,58.0,707,4.4,4.43,2.67 +1526,0.7,Very Good,D,VS2,59.7,59.0,2999,5.82,5.78,3.46 +37173,0.32,Ideal,D,VS2,62.2,55.0,972,4.41,4.37,2.73 +32669,0.31,Ideal,G,VS1,61.4,56.0,802,4.37,4.36,2.68 +7701,1.01,Fair,D,SI1,65.9,60.0,4276,6.32,6.18,4.12 +21264,1.7,Ideal,J,VS2,62.5,57.0,9414,7.6,7.63,4.76 +27399,2.03,Premium,H,VS2,62.6,59.0,17975,8.06,8.1,5.06 +19653,1.72,Fair,D,SI2,64.6,58.0,8264,7.53,7.46,4.84 +6834,1.01,Good,I,VS2,62.8,59.0,4121,6.34,6.4,4.0 +18719,0.3,Very Good,G,VS1,61.7,57.0,620,4.28,4.32,2.65 +42415,0.52,Very Good,G,SI1,61.7,57.0,1311,5.13,5.16,3.17 +45900,0.52,Ideal,D,SI1,61.8,57.0,1720,5.19,5.14,3.19 +5191,1.07,Ideal,J,SI1,60.8,56.0,3775,6.61,6.57,4.01 +15174,1.01,Very Good,H,VVS2,63.3,57.0,6097,6.39,6.35,4.03 +48172,0.54,Very Good,F,SI1,63.5,58.0,1944,5.21,5.15,3.29 +10086,1.12,Ideal,G,SI2,62.4,56.0,4712,6.63,6.67,4.15 +40169,0.38,Very Good,D,VS2,63.4,55.0,1117,4.67,4.63,2.95 +22049,0.31,Good,I,VS1,63.9,56.0,628,4.3,4.28,2.74 +12007,1.0,Good,G,VS2,63.8,59.0,5148,6.26,6.34,4.02 +40147,0.38,Ideal,F,VS1,61.3,56.0,1116,4.68,4.72,2.88 +26497,2.31,Premium,J,VVS1,62.1,58.0,16100,8.49,8.42,5.25 +35729,0.3,Ideal,D,VS2,62.5,55.0,911,4.31,4.3,2.69 +10936,0.9,Good,F,VS1,62.8,60.0,4898,6.11,6.15,3.85 +2960,0.7,Fair,D,VVS2,58.5,62.0,3296,5.72,5.81,3.37 +20724,0.31,Very Good,F,VS2,62.8,56.0,625,4.28,4.32,2.7 +34994,0.46,Ideal,F,SI2,61.4,56.0,881,4.97,5.0,3.06 +42226,0.39,Premium,F,VVS1,62.7,57.0,1290,4.68,4.64,2.92 +23849,1.51,Very Good,H,VVS2,63.1,59.0,11934,7.28,7.26,4.59 +5444,0.9,Very Good,E,SI1,63.2,57.0,3830,6.15,6.12,3.88 +33781,0.32,Ideal,G,VVS1,61.9,56.0,842,4.39,4.4,2.72 +23793,1.46,Good,E,VS2,63.9,57.0,11851,7.06,7.12,4.53 +49019,0.5,Ideal,F,VVS2,62.2,54.0,2052,5.09,5.11,3.17 +24809,1.54,Very Good,D,SI1,63.0,59.0,13196,7.31,7.35,4.62 +49595,0.71,Ideal,G,SI1,61.4,57.0,2136,5.76,5.8,3.55 +44257,0.51,Premium,F,VS2,60.1,59.0,1574,5.2,5.18,3.12 +15124,1.33,Fair,G,SI2,63.0,62.0,6078,6.9,6.87,4.34 +39578,0.31,Ideal,H,IF,60.8,56.0,1081,4.42,4.4,2.68 +11556,0.91,Very Good,D,SI1,62.8,58.0,5033,6.16,6.19,3.88 +22516,1.51,Ideal,G,VS2,62.8,57.0,10553,7.33,7.26,4.58 +39498,0.41,Premium,E,VS1,61.9,59.0,1079,4.77,4.8,2.96 +39391,0.5,Ideal,I,SI1,62.3,56.0,1076,5.04,5.08,3.15 +35763,0.4,Very Good,E,VS2,62.2,58.0,912,4.67,4.72,2.92 +52939,0.7,Very Good,E,SI1,63.3,60.0,2592,5.59,5.56,3.53 +41123,0.44,Premium,H,VVS1,60.1,58.0,1196,4.96,4.92,2.97 +19972,1.5,Premium,D,SI2,58.9,60.0,8518,7.48,7.45,4.4 +1758,0.83,Ideal,G,SI1,62.1,57.0,3044,6.03,5.95,3.72 +10134,0.97,Premium,D,SI1,62.0,60.0,4721,6.25,6.29,3.89 +11860,1.04,Ideal,I,VS2,61.5,57.0,5105,6.49,6.52,4.0 +29317,0.31,Ideal,H,VS1,62.6,55.0,698,4.38,4.34,2.73 +35228,0.46,Ideal,I,VS2,62.2,54.7,893,4.95,4.97,3.09 +53556,0.8,Ideal,I,VS2,62.6,54.0,2694,5.93,5.96,3.72 +5374,0.3,Premium,D,SI2,61.2,60.0,574,4.31,4.28,2.63 +26484,1.0,Very Good,D,IF,63.3,59.0,16073,6.37,6.33,4.02 +18483,1.5,Premium,I,SI2,60.8,58.0,7526,7.34,7.24,4.43 +43931,0.3,Ideal,I,VVS2,62.2,56.0,515,4.27,4.31,2.67 +25990,2.11,Premium,D,SI2,58.7,60.0,15198,8.45,8.41,4.95 +53852,0.71,Ideal,H,VVS1,62.1,57.0,2742,5.67,5.7,3.53 +10228,1.2,Ideal,J,SI2,63.3,54.0,4744,6.78,6.72,4.27 +10293,1.2,Very Good,D,SI2,63.5,59.0,4758,6.61,6.56,4.18 +19553,1.5,Very Good,H,SI2,62.5,60.0,8184,7.25,7.32,4.55 +36695,0.39,Ideal,G,VVS2,62.0,54.5,952,4.67,4.7,2.91 +3600,0.7,Premium,D,VS1,61.2,60.0,3425,5.69,5.71,3.49 +591,0.71,Good,E,VS2,62.8,60.0,2836,5.6,5.65,3.53 +50127,0.47,Fair,D,IF,60.6,60.0,2211,5.09,4.98,3.05 +22748,1.5,Very Good,F,SI1,62.6,60.0,10766,7.18,7.27,4.52 +43589,0.41,Ideal,E,VVS2,61.7,56.0,1432,4.77,4.8,2.95 +6473,1.03,Ideal,J,SI2,62.4,56.0,4054,6.44,6.48,4.03 +16651,1.02,Very Good,F,VS2,63.2,57.0,6659,6.34,6.41,4.03 +2795,1.0,Good,F,SI2,59.4,64.0,3259,6.52,6.48,3.86 +53213,0.77,Ideal,I,VS1,61.4,56.0,2635,5.86,5.9,3.61 +1925,0.8,Ideal,F,SI1,61.0,56.0,3082,6.05,5.98,3.67 +52380,0.7,Very Good,G,VS2,61.9,55.0,2507,5.63,5.71,3.51 +45277,0.54,Ideal,F,VS2,60.3,55.0,1662,5.26,5.32,3.19 +23449,1.6,Ideal,E,SI1,61.9,54.0,11437,7.56,7.5,4.66 +23879,1.82,Very Good,G,SI2,61.3,58.0,11971,7.83,7.94,4.83 +5925,0.92,Ideal,E,SI2,62.1,57.0,3941,6.26,6.2,3.87 +21911,1.8,Good,I,SI2,63.2,58.0,9979,7.66,7.75,4.87 +32416,0.41,Ideal,D,SI1,61.4,56.0,791,4.77,4.8,2.94 +26404,2.01,Good,H,SI1,63.2,58.0,15919,7.93,7.98,5.03 +45036,0.54,Premium,E,SI1,61.6,61.0,1637,5.23,5.2,3.21 +36566,0.3,Ideal,G,VVS1,61.4,56.0,945,4.34,4.32,2.66 +9027,1.05,Very Good,G,SI2,62.6,62.0,4516,6.45,6.49,4.05 +31754,0.4,Premium,D,SI1,59.9,60.0,772,4.75,4.77,2.85 +30319,0.36,Premium,G,VS1,61.7,59.0,726,4.55,4.59,2.82 +21849,1.5,Good,I,VVS2,63.3,58.0,9909,7.24,7.27,4.59 +40343,0.33,Premium,E,IF,60.8,58.0,1129,4.46,4.49,2.72 +1056,0.25,Premium,E,VS1,60.7,59.0,558,4.13,4.11,2.5 +43648,0.6,Premium,G,SI2,60.8,58.0,1433,5.49,5.44,3.32 +41166,0.38,Very Good,D,VVS2,60.0,62.0,1200,4.7,4.73,2.83 +23233,1.52,Good,G,VS2,63.3,57.0,11235,7.27,7.32,4.62 +786,0.62,Ideal,G,VVS2,61.6,56.0,2861,5.45,5.48,3.37 +45557,0.54,Premium,E,VS2,59.0,60.0,1687,5.38,5.32,3.15 +70,0.24,Premium,E,VVS1,60.7,58.0,553,4.01,4.03,2.44 +3983,1.01,Good,G,SI2,60.8,63.0,3512,6.36,6.4,3.88 +22902,1.5,Premium,F,SI1,61.9,60.0,10940,7.26,7.21,4.48 +45174,0.57,Ideal,H,VS2,61.6,57.0,1655,5.35,5.37,3.3 +31041,0.34,Ideal,D,VS1,61.4,56.0,749,4.5,4.53,2.77 +12837,1.05,Ideal,I,VVS2,61.8,54.0,5352,6.55,6.57,4.05 +32516,0.4,Premium,D,SI2,63.0,59.0,798,4.69,4.64,2.94 +52595,0.7,Ideal,H,VVS1,62.0,57.0,2541,5.66,5.7,3.52 +41046,0.31,Ideal,E,IF,60.4,56.0,1188,4.43,4.38,2.66 +6800,0.73,Very Good,D,VS1,61.1,59.0,4116,5.79,5.86,3.56 +44876,0.52,Ideal,D,VS2,61.9,54.0,1629,5.13,5.18,3.19 +10844,1.06,Premium,H,SI1,62.8,58.0,4872,6.49,6.47,4.07 +41555,0.5,Very Good,G,SI1,62.1,59.0,1237,5.09,5.12,3.17 +47931,0.56,Ideal,E,VS2,61.9,56.0,1915,5.32,5.27,3.28 +50722,0.71,Premium,I,VS2,62.1,59.0,2294,5.7,5.73,3.55 +14825,1.01,Good,E,VS2,61.2,62.0,5972,6.34,6.38,3.89 +40768,0.4,Ideal,E,VVS2,62.4,59.0,1166,4.7,4.73,2.94 +9092,0.91,Good,E,SI1,60.2,60.0,4523,6.17,6.26,3.74 +18797,1.0,Good,E,VVS2,64.1,57.0,7692,6.32,6.29,4.04 +32006,0.41,Ideal,J,IF,62.1,54.0,777,4.78,4.81,2.98 +6006,1.01,Very Good,H,SI2,63.4,55.0,3959,6.35,6.29,4.01 +32040,0.3,Ideal,E,VVS2,62.3,54.1,779,4.28,4.34,2.69 +2719,0.32,Good,E,SI1,62.5,61.0,564,4.32,4.35,2.71 +25691,0.38,Very Good,F,SI2,60.1,60.0,644,4.7,4.75,2.84 +15232,1.0,Premium,G,VS1,62.0,62.0,6115,6.38,6.33,3.94 +28868,0.32,Premium,F,SI1,62.3,55.0,684,4.44,4.39,2.75 +5520,1.0,Very Good,H,SI2,60.2,61.0,3850,6.44,6.48,3.89 +23236,1.71,Premium,I,VS1,60.6,57.0,11246,7.82,7.73,4.71 +24768,1.7,Premium,I,VVS2,61.7,57.4,13127,7.62,7.67,4.71 +49502,0.55,Ideal,D,VS1,61.8,55.0,2119,5.29,5.32,3.28 +23326,1.7,Premium,I,VS2,60.5,61.0,11369,7.68,7.65,4.64 +41060,0.5,Very Good,D,SI1,60.7,59.0,1190,5.11,5.04,3.08 +34789,0.4,Ideal,G,VS1,61.3,55.0,877,4.75,4.78,2.92 +22341,2.01,Ideal,I,SI1,62.8,57.0,10389,8.04,7.98,5.03 +44668,0.32,Ideal,H,VS2,61.5,55.0,523,4.41,4.44,2.72 +5464,1.23,Very Good,H,I1,61.9,60.6,3835,6.79,6.85,4.22 +51085,0.54,Ideal,F,VVS2,62.3,53.7,2334,5.22,5.26,3.26 +46420,0.5,Ideal,E,VS2,60.8,55.0,1768,5.19,5.16,3.15 +50233,0.7,Ideal,G,SI2,62.4,55.0,2232,5.66,5.72,3.55 +40868,0.55,Ideal,F,SI2,61.2,56.0,1175,5.23,5.29,3.22 +2095,0.9,Good,H,SI2,60.4,61.0,3114,6.14,6.22,3.73 +4168,0.9,Premium,F,SI2,60.7,59.0,3553,6.25,6.21,3.78 +554,0.53,Ideal,F,VVS1,61.8,57.0,2830,5.16,5.19,3.2 +9905,0.9,Premium,F,VS1,59.0,58.0,4687,6.33,6.29,3.72 +32742,0.31,Premium,G,VS1,62.2,58.0,802,4.38,4.34,2.71 +47043,0.57,Premium,G,VS1,60.2,57.0,1819,5.42,5.37,3.25 +25720,2.06,Premium,E,SI2,58.8,58.0,14634,8.42,8.35,4.93 +44510,0.52,Ideal,D,SI1,62.2,57.0,1600,5.13,5.16,3.2 +30403,0.32,Ideal,G,VVS2,62.1,55.0,730,4.35,4.38,2.71 +35792,0.34,Ideal,G,VVS1,61.8,56.0,913,4.48,4.51,2.78 +49446,0.7,Ideal,I,SI1,61.9,58.0,2110,5.66,5.68,3.51 +5221,1.2,Premium,J,SI2,61.7,57.0,3782,6.85,6.79,4.21 +23060,1.25,Premium,E,VS1,61.5,59.0,11088,6.95,6.91,4.26 +21785,2.02,Very Good,G,SI2,63.3,57.0,9853,8.03,7.96,5.06 +20796,1.25,Ideal,G,VS2,62.4,55.0,9030,6.93,6.86,4.3 +38631,0.31,Premium,I,VS1,62.3,59.0,489,4.29,4.35,2.69 +21401,1.51,Premium,I,VS1,63.0,59.0,9513,7.3,7.28,4.59 +29013,0.34,Very Good,H,VVS2,61.4,58.0,686,4.46,4.5,2.75 +49604,0.7,Good,H,VS2,64.1,58.0,2137,5.51,5.57,3.55 +53883,0.71,Fair,D,VS1,65.4,59.0,2747,5.62,5.58,3.66 +27305,2.03,Premium,F,SI1,61.3,59.0,17803,8.15,8.22,5.02 +23123,1.56,Ideal,F,SI1,61.2,57.0,11148,7.52,7.48,4.59 +36351,0.35,Good,E,VS1,61.3,65.0,938,4.51,4.53,2.77 +14562,1.0,Ideal,E,SI1,61.6,55.0,5880,6.45,6.43,3.97 +16229,1.01,Very Good,E,VS2,62.9,57.0,6488,6.37,6.43,4.02 +22522,2.01,Premium,I,SI2,62.7,58.0,10558,8.02,7.97,5.01 +49065,0.7,Very Good,F,SI1,58.4,63.0,2058,5.77,5.84,3.39 +36495,0.31,Very Good,E,IF,60.6,60.0,944,4.4,4.44,2.68 +40070,0.43,Premium,G,VS2,62.3,58.0,1113,4.85,4.81,3.01 +21257,1.57,Very Good,H,VS2,63.4,56.0,9407,7.46,7.4,4.71 +46662,0.51,Ideal,D,VS2,61.2,55.0,1787,5.13,5.17,3.15 +39420,0.41,Ideal,F,VS1,61.9,55.0,1076,4.8,4.76,2.96 +41910,0.4,Ideal,F,IF,61.8,55.0,1261,4.74,4.8,2.95 +51347,0.96,Ideal,I,I1,62.0,56.0,2363,6.3,6.34,3.92 +7707,1.04,Premium,G,SI2,60.9,58.0,4277,6.58,6.52,3.99 +4569,0.77,Ideal,F,VS1,61.2,56.0,3647,5.9,5.93,3.62 +48749,0.54,Very Good,D,VS1,63.0,54.0,2016,5.19,5.23,3.28 +47403,0.7,Fair,I,SI1,62.0,67.0,1848,5.54,5.5,3.42 +25482,1.5,Very Good,E,VS2,60.7,60.0,14256,7.32,7.41,4.47 +36970,0.34,Ideal,D,VS1,60.7,57.0,961,4.55,4.51,2.75 +12549,0.95,Good,E,VS2,57.7,58.0,5272,6.47,6.52,3.75 +21560,1.23,Ideal,F,VS1,62.5,54.0,9660,6.82,6.85,4.27 +18501,1.5,Premium,G,SI1,62.3,60.0,7535,7.27,7.17,4.5 +47014,0.56,Very Good,E,VS2,61.8,56.0,1819,5.28,5.31,3.27 +11682,1.11,Ideal,G,SI1,62.6,57.0,5061,6.64,6.59,4.14 +25468,1.36,Very Good,D,VVS2,62.6,58.0,14236,7.06,7.21,4.47 +42223,0.39,Ideal,D,VVS2,61.8,57.0,1290,4.71,4.67,2.9 +52510,0.51,Ideal,E,VVS1,62.0,57.0,2527,5.12,5.14,3.18 +30374,0.36,Good,H,VS2,63.7,55.0,729,4.52,4.49,2.87 +40703,0.4,Ideal,H,IF,62.7,57.0,1158,4.68,4.7,2.94 +16007,1.23,Ideal,E,SI2,61.2,55.0,6403,7.01,6.92,4.26 +20110,1.5,Ideal,G,SI2,62.0,57.0,8580,7.26,7.31,4.52 +31590,0.35,Very Good,E,VS2,58.9,59.0,767,4.59,4.64,2.72 +16082,1.04,Very Good,G,VS2,62.8,56.0,6424,6.42,6.48,4.05 +7335,0.9,Good,G,VS2,60.8,56.0,4210,6.14,6.19,3.75 +5365,0.91,Premium,G,SI1,62.2,57.0,3816,6.17,6.12,3.82 +14224,1.2,Ideal,I,VS1,59.3,57.0,5765,6.95,7.04,4.15 +48792,0.72,Premium,G,SI2,62.8,61.0,2022,5.68,5.59,3.54 +31053,0.34,Ideal,H,VVS1,61.6,53.0,751,4.5,4.52,2.78 +13436,1.03,Ideal,G,SI1,61.6,55.0,5518,6.48,6.52,4.0 +5034,1.03,Fair,H,SI2,66.3,57.0,3749,6.35,6.25,4.18 +22945,1.56,Premium,H,SI1,61.9,59.0,10990,7.46,7.4,4.6 +45294,0.51,Ideal,E,VS2,61.0,57.0,1662,5.21,5.12,3.15 +5081,0.91,Ideal,I,VS2,62.2,56.0,3751,6.22,6.18,3.86 +5094,1.14,Ideal,F,I1,61.7,57.0,3755,6.67,6.7,4.13 +14288,1.09,Very Good,G,VS2,59.9,56.0,5783,6.59,6.73,3.99 +11446,1.01,Premium,G,SI1,61.5,59.0,5006,6.48,6.43,3.97 +1782,0.75,Ideal,E,SI1,61.4,55.0,3049,5.8,5.86,3.58 +777,0.7,Premium,D,VS2,59.6,61.0,2859,5.8,5.77,3.45 +42058,0.56,Ideal,H,SI1,62.3,53.0,1270,5.28,5.31,3.3 +16422,1.27,Very Good,I,SI1,60.7,61.0,6559,6.97,6.91,4.21 +39525,0.4,Premium,I,VVS1,60.8,58.0,1080,4.78,4.76,2.9 +53338,0.74,Premium,D,SI1,60.6,60.0,2655,5.88,5.84,3.55 +46301,0.3,Ideal,H,VS1,61.3,56.0,526,4.31,4.33,2.65 +35451,0.32,Ideal,E,VS2,62.9,56.0,900,4.39,4.36,2.75 +10741,1.01,Very Good,J,VVS2,62.2,56.0,4850,6.37,6.42,3.98 +27654,2.0,Ideal,H,SI1,65.0,61.0,18604,7.9,7.79,5.11 +28870,0.32,Premium,F,SI1,60.0,59.0,684,4.45,4.42,2.66 +41635,0.32,Ideal,J,VS2,62.1,54.0,504,4.44,4.38,2.74 +44268,0.52,Good,G,VS1,63.9,56.0,1576,5.08,5.12,3.26 +1769,0.73,Fair,D,VS1,66.0,54.0,3047,5.56,5.66,3.7 +53021,0.81,Good,H,SI1,65.0,56.0,2599,5.85,5.88,3.81 +38032,0.38,Ideal,F,VVS2,61.7,55.4,1010,4.66,4.68,2.88 +41941,0.29,Very Good,D,VS1,62.9,55.0,504,4.21,4.25,2.66 +4848,0.71,Ideal,F,VS1,60.8,56.0,3710,5.81,5.82,3.54 +50422,0.57,Ideal,G,VVS1,62.0,55.0,2259,5.33,5.35,3.31 +44170,0.53,Ideal,F,VS2,62.3,55.0,1566,5.17,5.2,3.23 +22926,1.59,Very Good,G,SI1,59.5,61.0,10963,7.57,7.65,4.53 +28064,0.31,Ideal,E,SI1,61.1,56.0,660,4.39,4.41,2.69 +29706,0.31,Very Good,G,VVS2,62.6,57.0,707,4.29,4.33,2.7 +17135,1.26,Ideal,H,SI1,61.0,56.0,6837,7.04,7.0,4.28 +52893,0.73,Very Good,G,SI1,60.6,59.0,2585,5.83,5.85,3.54 +40151,0.35,Ideal,E,VVS1,60.7,57.0,1116,4.57,4.53,2.76 +27601,2.03,Ideal,F,SI2,63.3,55.0,18458,7.96,8.05,5.08 +17822,1.33,Ideal,I,VS2,62.5,54.0,7186,7.02,7.05,4.4 +36205,0.41,Very Good,G,VVS2,61.9,54.0,932,4.77,4.82,2.96 +24063,1.37,Ideal,G,VVS2,62.3,55.5,12207,7.05,7.14,4.43 +24163,1.8,Premium,D,SI1,61.2,58.0,12338,7.88,7.7,4.79 +4051,0.24,Very Good,E,SI1,59.9,58.0,571,4.06,4.1,2.44 +24689,2.01,Premium,I,SI2,58.2,61.0,13052,8.24,8.2,4.78 +44755,0.51,Ideal,F,VS2,61.0,57.0,1619,5.16,5.11,3.13 +15156,1.35,Premium,H,VS2,60.5,62.0,6093,7.16,7.11,4.32 +4041,1.24,Premium,E,I1,61.1,62.0,3528,6.91,6.86,4.21 +53203,0.71,Ideal,D,SI2,61.3,57.0,2633,5.78,5.71,3.52 +10196,0.91,Premium,E,VS2,62.8,59.0,4739,6.17,6.15,3.87 +1402,0.25,Very Good,E,VVS2,62.0,56.0,560,4.05,4.08,2.52 +27669,2.02,Premium,F,SI2,62.1,56.0,18678,8.07,7.99,4.99 +34154,0.33,Ideal,G,VS1,62.1,54.0,854,4.47,4.45,2.77 +40858,0.34,Ideal,D,VVS2,61.3,56.0,1174,4.48,4.52,2.76 +49578,0.55,Ideal,G,VS1,62.2,54.0,2132,5.27,5.24,3.27 +33437,0.32,Ideal,G,VS1,61.2,57.0,828,4.43,4.4,2.7 +38731,0.4,Ideal,G,VVS1,62.4,54.0,1043,4.74,4.78,2.97 +35051,0.42,Ideal,I,VVS1,62.5,57.0,884,4.77,4.8,2.99 +40788,0.4,Ideal,F,VVS1,61.9,55.0,1168,4.75,4.78,2.95 +14983,1.16,Ideal,H,SI1,62.2,54.0,6036,6.72,6.75,4.19 +28127,0.29,Very Good,F,VVS2,60.2,58.0,664,4.29,4.35,2.6 +51301,0.31,Ideal,G,VS2,62.0,57.0,544,4.34,4.37,2.7 +5992,0.9,Good,F,SI1,64.7,54.0,3954,6.04,6.08,3.92 +20516,1.71,Premium,J,SI1,62.9,58.0,8848,7.64,7.58,4.79 +44306,0.53,Premium,E,VS2,61.4,58.0,1579,5.24,5.19,3.2 +37085,0.41,Premium,E,SI1,60.1,60.0,969,4.83,4.79,2.89 +18007,1.2,Premium,F,SI1,60.1,59.0,7282,6.92,6.85,4.14 +22975,1.6,Premium,I,VS1,58.6,58.0,11021,7.72,7.66,4.51 +3881,0.9,Premium,I,VS1,62.9,60.0,3484,6.09,6.05,3.82 +32246,0.31,Ideal,H,IF,61.8,57.0,789,4.32,4.35,2.68 +47549,0.52,Ideal,F,VS1,61.2,57.0,1872,5.2,5.16,3.17 +45673,0.52,Ideal,E,VS2,60.4,57.0,1694,5.22,5.17,3.14 +2796,0.75,Very Good,E,SI1,59.2,59.0,3260,5.93,5.97,3.52 +23342,0.3,Very Good,H,SI1,63.0,54.0,421,4.27,4.3,2.7 +27109,2.02,Very Good,D,SI2,62.3,56.0,17263,7.99,8.06,5.0 +32458,0.39,Ideal,H,VVS2,62.0,55.0,794,4.68,4.7,2.91 +28022,0.3,Premium,E,VS2,60.0,58.0,658,4.37,4.4,2.63 +2247,1.02,Ideal,I,VS2,62.8,57.0,3148,6.45,6.39,4.03 +45398,0.51,Very Good,G,VS1,61.1,56.0,1668,5.17,5.2,3.17 +24762,2.02,Premium,I,SI2,58.0,58.0,13117,8.34,8.25,4.81 +46226,0.61,Ideal,D,SI1,62.1,55.0,1752,5.42,5.43,3.37 +38122,0.3,Premium,G,VVS1,60.7,59.0,1013,4.37,4.33,2.64 +10627,1.0,Very Good,H,SI1,62.2,59.0,4830,6.32,6.35,3.94 +13454,1.08,Very Good,H,VS2,58.1,62.0,5524,6.72,6.74,3.91 +53526,0.74,Very Good,G,SI1,61.6,58.0,2690,5.78,5.81,3.57 +16091,1.27,Ideal,J,VVS2,62.2,54.0,6430,6.92,6.98,4.32 +19392,1.09,Ideal,G,VVS2,61.5,55.0,8057,6.66,6.61,4.08 +44420,0.49,Very Good,H,VVS2,62.3,57.0,1588,5.02,5.05,3.14 +26314,2.34,Premium,I,SI1,61.7,60.0,15818,8.59,8.53,5.28 +49173,0.7,Premium,H,VS2,62.2,58.0,2074,5.69,5.72,3.55 +12345,1.01,Fair,F,VS2,64.5,58.0,5226,6.28,6.18,4.02 +5693,1.01,Very Good,I,SI1,60.3,57.0,3888,6.51,6.53,3.93 +26824,2.51,Very Good,E,SI2,63.1,56.0,16717,8.65,8.6,5.44 +42999,0.55,Very Good,D,SI2,63.3,56.0,1368,5.24,5.21,3.31 +3896,0.77,Good,D,VS2,63.1,57.0,3489,5.83,5.86,3.69 +1181,0.71,Ideal,G,VS1,62.7,57.0,2930,5.69,5.73,3.58 +41642,0.4,Ideal,E,VVS2,61.8,56.0,1238,4.77,4.74,2.94 +7510,1.05,Very Good,G,SI2,61.6,60.0,4241,6.49,6.56,4.02 +19111,1.21,Very Good,F,SI1,60.2,60.0,7877,6.92,6.96,4.18 +37810,0.35,Ideal,G,IF,61.5,55.0,1001,4.53,4.57,2.8 +19825,1.31,Ideal,H,VS1,62.4,56.0,8392,7.0,6.98,4.36 +3892,0.77,Very Good,E,VS1,59.4,61.0,3488,5.98,5.94,3.54 +28284,0.23,Ideal,G,SI1,62.1,53.0,364,3.93,3.96,2.45 +43829,0.51,Good,F,VS2,63.1,59.0,1444,5.04,5.1,3.2 +35157,0.31,Very Good,G,IF,61.6,54.0,891,4.4,4.43,2.72 +44186,0.5,Very Good,G,VS1,62.9,58.0,1569,5.06,5.08,3.19 +50252,0.7,Premium,F,SI2,59.5,58.0,2234,5.82,5.72,3.44 +16486,1.07,Ideal,D,SI1,60.7,57.0,6587,6.61,6.64,4.02 +22100,1.28,Ideal,G,VS1,62.1,57.0,10126,6.91,6.94,4.3 +34380,0.41,Premium,I,VVS1,61.5,59.0,863,4.75,4.81,2.94 +922,0.92,Very Good,J,SI2,58.7,61.0,2880,6.34,6.43,3.75 +6309,0.83,Ideal,E,SI1,61.5,55.0,4024,6.05,6.08,3.73 +8241,1.07,Ideal,F,SI2,61.9,55.0,4374,6.53,6.58,4.06 +48889,0.71,Very Good,G,SI1,58.2,57.0,2039,5.89,5.93,3.44 +14040,1.21,Ideal,J,VS2,62.5,57.0,5707,6.79,6.74,4.23 +1499,1.06,Fair,J,SI2,61.0,66.0,2992,6.54,6.35,3.93 +15982,1.02,Premium,E,VS2,60.4,58.0,6397,6.51,6.47,3.92 +5989,0.8,Very Good,F,VS2,61.3,55.0,3954,5.93,6.01,3.66 +34846,0.3,Ideal,G,VVS2,61.5,55.0,878,4.32,4.3,2.65 +17274,1.26,Premium,F,SI1,62.3,58.0,6915,6.89,6.84,4.28 +53418,0.72,Premium,D,SI2,60.5,58.0,2670,5.88,5.79,3.53 +41160,0.38,Ideal,D,VVS2,61.5,57.0,1200,4.63,4.67,2.86 +17267,1.65,Premium,G,I1,62.0,59.0,6912,7.57,7.53,4.68 +7637,0.9,Premium,H,VS2,61.7,59.0,4266,6.13,6.19,3.8 +31727,0.33,Very Good,F,VS1,59.1,60.0,772,4.48,4.52,2.66 +24234,1.57,Ideal,F,SI1,61.1,55.0,12432,7.55,7.53,4.61 +19383,1.13,Ideal,G,VS1,61.5,56.0,8051,6.71,6.73,4.13 +688,0.74,Ideal,F,SI1,61.0,57.0,2851,5.85,5.81,3.56 +50214,0.72,Good,F,SI1,63.9,62.0,2229,5.7,5.63,3.62 +12643,1.01,Premium,H,VS1,61.2,61.0,5294,6.44,6.41,3.93 +9277,1.01,Very Good,D,SI2,61.4,60.0,4564,6.33,6.38,3.9 +27297,2.16,Very Good,I,SI1,58.5,60.0,17772,8.49,8.54,4.98 +34809,0.31,Ideal,F,VVS1,61.2,57.0,878,4.42,4.4,2.7 +43459,0.51,Very Good,G,VS2,59.1,60.0,1417,5.18,5.21,3.07 +27539,2.01,Premium,H,SI1,61.4,56.0,18295,8.19,8.13,5.01 +33712,0.42,Ideal,F,SI1,61.9,54.0,838,4.87,4.83,3.0 +35293,0.3,Very Good,H,VS2,62.7,59.0,473,4.22,4.26,2.66 +26887,2.51,Very Good,J,SI1,63.8,55.0,16842,8.51,8.6,5.46 +15559,1.02,Premium,G,VS1,62.0,59.0,6238,6.45,6.39,3.98 +3313,0.9,Very Good,D,SI2,61.0,61.0,3371,6.15,6.17,3.76 +5026,0.91,Good,I,VS2,58.0,62.0,3747,6.32,6.38,3.68 +21087,1.23,Premium,D,VS2,62.6,52.0,9257,6.93,6.88,4.32 +9551,1.0,Premium,E,SI2,61.7,58.0,4620,6.34,6.39,3.93 +39507,0.5,Ideal,F,SI2,61.7,55.0,1080,5.13,5.15,3.17 +52878,0.74,Very Good,F,SI1,61.5,58.0,2583,5.82,5.85,3.59 +52881,0.54,Ideal,D,VVS2,61.6,54.0,2583,5.25,5.27,3.24 +40098,0.33,Ideal,G,VVS1,62.2,57.0,1114,4.46,4.41,2.76 +36984,0.24,Ideal,F,VVS1,61.1,56.0,963,4.01,4.05,2.47 +42743,0.51,Good,E,SI1,63.9,56.0,1343,5.07,5.11,3.25 +9857,0.9,Very Good,F,VS2,61.7,56.0,4678,6.18,6.21,3.82 +4877,0.9,Premium,F,SI1,61.3,58.0,3714,6.13,6.08,3.74 +33430,0.32,Ideal,G,VS1,61.2,56.0,828,4.44,4.42,2.71 +27730,2.0,Very Good,F,SI1,57.9,60.0,18759,8.28,8.34,4.81 +45121,0.52,Premium,F,VS2,60.0,57.0,1651,5.24,5.22,3.14 +29247,0.3,Very Good,D,VS1,63.5,55.0,697,4.24,4.29,2.71 +40119,0.41,Ideal,F,VVS2,61.0,56.0,1115,4.78,4.82,2.93 +3493,1.01,Good,J,SI1,62.8,58.0,3399,6.28,6.33,3.96 +9557,1.1,Premium,H,SI2,62.2,58.0,4620,6.69,6.6,4.13 +48557,0.53,Ideal,G,VVS1,62.1,54.0,1990,5.2,5.23,3.24 +7276,1.0,Premium,I,SI1,60.5,59.0,4200,6.54,6.49,3.94 +48631,0.3,Fair,D,SI2,64.6,54.0,536,4.29,4.25,2.76 +42089,0.42,Ideal,E,VVS2,61.8,56.0,1273,4.8,4.78,2.96 +35589,0.4,Premium,E,SI1,62.9,58.0,907,4.74,4.71,2.97 +36321,0.32,Ideal,G,VVS2,62.2,55.0,936,4.43,4.41,2.75 +24004,2.0,Premium,H,SI2,62.7,58.0,12168,8.06,8.01,5.04 +47755,0.54,Premium,D,VS2,61.5,58.0,1892,5.21,5.26,3.22 +40604,0.23,Very Good,E,VVS2,60.7,58.0,498,3.96,4.01,2.42 +1053,0.32,Ideal,D,SI1,61.3,55.0,558,4.41,4.46,2.72 +9506,1.2,Premium,J,VS2,61.8,59.0,4611,6.84,6.76,4.2 +32057,0.28,Ideal,D,VVS1,61.7,57.0,780,4.23,4.2,2.6 +30618,0.3,Very Good,G,SI1,59.7,60.0,447,4.35,4.39,2.61 +52637,0.24,Very Good,F,VVS2,62.3,58.0,552,3.95,3.98,2.47 +34514,0.33,Premium,G,VVS1,60.4,59.0,868,4.44,4.47,2.69 +1774,0.75,Very Good,D,SI1,61.8,57.0,3048,5.78,5.81,3.58 +20721,0.31,Premium,F,VS2,62.0,58.0,625,4.31,4.37,2.69 +15619,1.51,Good,I,SI1,63.8,59.0,6266,7.27,7.21,4.62 +10011,1.13,Ideal,G,SI2,60.8,56.0,4707,6.64,6.72,4.06 +52856,0.59,Premium,E,VS2,60.1,59.0,2578,5.46,5.42,3.27 +34590,0.31,Ideal,F,VS1,62.1,56.0,872,4.35,4.32,2.69 +30215,0.33,Ideal,E,VS2,62.3,56.0,723,4.46,4.47,2.78 +33434,0.32,Premium,G,VS1,62.1,55.0,828,4.44,4.41,2.75 +26041,1.5,Premium,D,VS2,61.8,60.0,15240,7.37,7.3,4.53 +5188,0.9,Premium,G,SI1,62.7,58.0,3774,6.13,6.08,3.83 +25836,2.23,Premium,J,VS2,61.0,58.0,14867,8.39,8.36,5.11 +37413,0.38,Premium,G,VS2,59.3,59.0,983,4.74,4.71,2.8 +15113,1.0,Good,E,VS2,61.5,62.0,6073,6.37,6.42,3.93 +47526,0.52,Ideal,D,VS2,61.0,57.0,1868,5.21,5.18,3.17 +39263,0.38,Premium,H,VVS2,62.0,58.0,1069,4.64,4.62,2.87 +33849,0.3,Premium,E,VS2,61.6,58.0,844,4.33,4.31,2.66 +25890,1.5,Very Good,G,VVS2,62.9,56.0,15013,7.22,7.32,4.57 +26312,1.06,Ideal,D,IF,61.2,57.0,15813,6.57,6.61,4.03 +1984,0.72,Ideal,E,VVS2,62.1,57.0,3093,5.76,5.74,3.57 +36851,0.37,Very Good,F,VS2,63.3,56.0,957,4.63,4.56,2.91 +25546,1.5,Ideal,F,VS2,61.4,55.0,14372,7.44,7.35,4.54 +9518,1.07,Ideal,E,SI2,62.4,57.0,4613,6.52,6.55,4.08 +2844,0.81,Premium,E,SI1,60.8,59.0,3270,5.95,5.99,3.63 +7736,0.34,Good,F,SI1,61.9,56.0,581,4.5,4.52,2.79 +17617,1.21,Premium,H,VS1,62.3,58.0,7094,6.77,6.84,4.24 +34321,0.35,Ideal,H,IF,61.7,54.0,859,4.53,4.55,2.8 +18905,1.71,Premium,J,SI1,61.9,58.0,7757,7.62,7.56,4.7 +36232,0.38,Premium,F,VS1,62.4,59.0,933,4.57,4.63,2.87 +1919,0.6,Ideal,E,VVS1,62.5,53.7,3082,5.35,5.43,3.38 +45801,0.5,Premium,H,VVS1,62.5,58.0,1710,5.05,5.1,3.17 +13382,0.3,Ideal,F,VS2,62.3,53.5,601,4.27,4.32,2.68 +11252,1.21,Ideal,J,VS2,59.6,57.0,4968,6.98,6.94,4.15 +20146,1.2,Premium,G,VS1,62.4,58.0,8602,6.82,6.8,4.25 +24790,1.51,Ideal,D,SI1,62.0,56.0,13162,7.35,7.39,4.57 +52797,0.7,Very Good,E,SI1,61.7,62.0,2569,5.64,5.68,3.49 +3319,0.76,Ideal,G,VS1,61.6,56.0,3372,5.82,5.87,3.6 +22488,1.54,Very Good,I,VVS2,62.7,57.0,10518,7.35,7.43,4.63 +13164,1.24,Ideal,J,VS2,62.3,56.0,5443,6.84,6.91,4.28 +53916,0.77,Ideal,E,SI2,62.1,56.0,2753,5.84,5.86,3.63 +28115,0.36,Ideal,D,SI1,62.5,56.0,663,4.55,4.57,2.85 +20557,1.5,Premium,J,VVS2,61.5,60.0,8870,7.31,7.27,4.48 +29734,0.41,Good,D,SI1,63.4,56.0,707,4.73,4.76,3.01 +52152,0.53,Very Good,D,VVS2,61.1,55.0,2472,5.22,5.28,3.21 +36540,0.4,Premium,F,SI1,62.3,60.0,945,4.74,4.7,2.94 +34393,0.34,Ideal,G,VVS1,61.3,55.0,863,4.54,4.56,2.79 +16402,1.2,Premium,H,VS2,60.6,58.0,6547,6.82,6.88,4.15 +18266,1.51,Very Good,J,VS2,62.8,59.0,7418,7.2,7.28,4.55 +11795,1.12,Very Good,G,SI1,59.5,62.0,5088,6.76,6.81,4.04 +45251,0.5,Fair,G,VVS2,66.1,62.0,1659,4.92,4.88,3.24 +19603,1.4,Premium,H,SI1,62.2,58.0,8223,7.16,7.12,4.44 +32552,0.3,Premium,F,VS1,59.8,60.0,799,4.39,4.31,2.6 +49840,0.71,Ideal,F,SI2,61.6,56.0,2168,5.73,5.67,3.51 +34671,0.31,Ideal,E,VS2,62.9,56.0,872,4.33,4.29,2.71 +17416,1.51,Fair,J,SI1,63.4,60.0,6976,7.31,7.18,4.59 +3124,0.96,Ideal,J,VS2,61.5,57.0,3326,6.32,6.36,3.9 +2650,1.0,Good,J,SI2,62.7,58.0,3234,6.28,6.32,3.95 +29566,0.41,Good,F,SI1,63.3,58.0,705,4.71,4.74,2.99 +25106,1.51,Premium,G,VS1,62.4,59.0,13638,7.28,7.25,4.53 +52830,0.84,Premium,G,SI2,62.6,58.0,2573,6.01,5.98,3.75 +19313,1.05,Ideal,G,VS1,61.2,57.0,8022,6.51,6.55,4.0 +23223,1.53,Ideal,F,SI1,62.0,56.0,11229,7.43,7.38,4.59 +23908,2.12,Very Good,J,SI2,62.3,61.0,12030,8.16,8.21,5.1 +6332,0.83,Ideal,F,VS1,62.0,57.0,4030,6.02,5.97,3.72 +36785,0.34,Ideal,G,VVS1,62.5,53.0,956,4.49,4.47,2.8 +33584,0.33,Ideal,F,VVS2,62.4,56.0,832,4.41,4.43,2.76 +35409,0.32,Premium,E,VS2,60.5,55.0,900,4.49,4.43,2.7 +44511,0.52,Very Good,F,VS2,60.7,59.0,1600,5.14,5.18,3.13 +16724,0.33,Ideal,H,VS1,62.6,56.0,610,4.39,4.42,2.75 +43240,0.41,Ideal,D,SI1,61.8,58.0,1399,4.73,4.79,2.94 +19139,1.2,Ideal,D,SI1,62.7,55.0,7903,6.79,6.71,4.23 +43730,0.51,Ideal,H,VS1,62.6,57.0,1438,5.09,5.13,3.2 +20150,1.5,Premium,J,VVS2,61.8,60.0,8603,7.33,7.36,4.54 +7117,0.95,Premium,F,SI2,62.4,59.0,4171,6.26,6.21,3.89 +9346,1.24,Very Good,J,SI2,62.2,58.0,4583,6.82,6.94,4.28 +32234,0.31,Ideal,G,VVS1,61.0,57.0,789,4.38,4.4,2.68 +5479,1.02,Premium,D,I1,61.4,60.0,3838,6.47,6.42,3.96 +2371,0.32,Ideal,F,SI2,61.7,56.0,561,4.41,4.44,2.73 +23541,1.14,Premium,F,VVS1,59.4,59.0,11549,6.87,6.8,4.06 +6879,0.9,Very Good,D,SI1,60.1,58.0,4130,6.27,6.3,3.78 +43518,0.51,Good,E,VS2,61.1,65.0,1424,5.14,5.11,3.13 +17001,1.01,Ideal,F,VS2,60.9,57.0,6787,6.48,6.45,3.94 +39572,0.44,Premium,F,VS1,61.9,59.0,1081,4.84,4.88,3.01 +38745,0.35,Very Good,G,IF,59.1,59.0,1044,4.59,4.62,2.72 +26762,2.0,Very Good,F,SI1,63.6,58.0,16580,7.91,7.98,5.05 +45008,0.46,Ideal,D,VS1,62.6,56.0,1637,4.92,4.95,3.09 +4893,0.72,Very Good,E,VVS2,62.0,58.0,3719,5.71,5.74,3.55 +5780,1.06,Premium,F,SI2,62.6,59.0,3901,6.51,6.47,4.06 +8062,0.27,Ideal,F,VS2,61.9,54.0,583,4.14,4.16,2.57 +110,0.59,Ideal,E,VVS2,62.0,55.0,2761,5.38,5.43,3.35 +51548,0.78,Premium,I,SI1,61.9,58.0,2387,5.93,5.87,3.65 +25705,0.35,Ideal,D,SI1,61.6,57.0,644,4.54,4.55,2.8 +32465,0.38,Ideal,G,VS1,61.5,57.0,794,4.66,4.71,2.88 +46570,0.5,Very Good,G,VVS2,61.6,58.0,1784,5.07,5.09,3.13 +44552,0.55,Ideal,G,SI1,61.3,56.0,1605,5.26,5.31,3.24 +3591,0.91,Premium,G,SI2,61.3,60.0,3423,6.17,6.2,3.79 +52183,0.72,Premium,E,SI1,61.4,57.0,2476,5.83,5.73,3.55 +21075,1.16,Ideal,G,VVS2,62.2,56.0,9251,6.7,6.74,4.18 +19246,1.37,Ideal,H,VS1,63.8,56.0,7979,7.01,6.98,4.46 +3951,0.7,Premium,F,VVS1,61.6,59.0,3504,5.71,5.76,3.53 +9489,1.01,Good,D,SI2,64.5,58.0,4606,6.18,6.26,4.01 +4573,0.76,Ideal,G,VS1,61.3,54.0,3648,5.88,5.94,3.62 +51804,0.7,Ideal,D,SI2,62.0,57.0,2415,5.68,5.65,3.51 +41522,0.54,Ideal,F,SI2,60.8,56.0,1235,5.26,5.34,3.22 +51353,0.71,Very Good,G,SI1,63.4,56.0,2364,5.64,5.68,3.59 +9352,1.13,Ideal,H,SI2,62.5,57.0,4584,6.67,6.71,4.18 +4323,1.01,Fair,F,SI2,60.1,66.0,3597,6.44,6.41,3.86 +14213,1.22,Ideal,I,VS2,59.5,57.0,5761,6.91,6.97,4.13 +845,1.08,Premium,D,I1,61.9,60.0,2869,6.55,6.48,4.03 +50113,0.71,Ideal,H,VS1,62.1,55.0,2209,5.68,5.72,3.54 +9089,1.06,Ideal,H,SI2,62.7,57.0,4523,6.46,6.5,4.06 +30318,0.36,Premium,H,VVS2,60.6,58.0,726,4.58,4.6,2.78 +7382,0.33,Ideal,G,VS2,61.2,55.0,579,4.46,4.52,2.75 +27663,2.1,Ideal,H,SI1,62.9,57.0,18648,8.19,8.12,5.13 +15067,1.06,Ideal,D,SI1,62.7,54.0,6055,6.55,6.52,4.1 +2531,0.7,Ideal,G,VVS2,61.0,56.0,3205,5.74,5.77,3.51 +12610,1.21,Very Good,F,SI2,62.7,57.0,5290,6.74,6.81,4.25 +31137,0.31,Ideal,G,VVS1,59.0,62.0,755,4.41,4.43,2.61 +28266,0.26,Ideal,I,VS1,61.9,56.0,358,4.08,4.16,2.55 +1341,0.72,Ideal,H,VS1,61.1,57.0,2961,5.8,5.82,3.55 +32404,0.37,Premium,F,SI1,61.6,59.0,791,4.67,4.62,2.86 +9085,1.11,Good,H,SI1,64.2,58.0,4523,6.47,6.53,4.17 +43268,0.3,Ideal,I,SI1,62.3,56.0,506,4.35,4.32,2.7 +25202,2.01,Ideal,I,SI2,62.3,57.0,13796,8.06,8.08,5.03 +47408,0.52,Fair,G,IF,65.5,55.0,1849,4.98,5.06,3.29 +22332,1.4,Very Good,G,VS2,62.2,61.0,10378,7.09,7.13,4.42 +52296,0.25,Very Good,F,VVS1,64.2,58.0,548,3.96,4.01,2.56 +48747,0.56,Premium,F,SI1,62.7,59.0,2016,5.27,5.22,3.29 +51498,0.7,Fair,F,VS1,65.8,59.0,2381,5.58,5.48,3.64 +2406,0.74,Ideal,H,VS2,62.2,55.0,3178,5.83,5.81,3.62 +48097,0.51,Ideal,G,VVS1,61.6,56.0,1933,5.12,5.16,3.17 +7670,1.11,Very Good,I,SI1,61.9,59.0,4273,6.58,6.64,4.09 +7358,0.56,Ideal,D,IF,62.4,56.0,4216,5.24,5.28,3.28 +20513,1.41,Very Good,H,VS2,62.5,58.0,8846,7.08,7.12,4.44 +18901,1.61,Premium,H,SI1,62.8,58.0,7754,7.47,7.4,4.67 +39365,0.49,Premium,F,SI2,62.2,59.0,1073,5.09,5.04,3.15 +35405,0.32,Ideal,F,VS1,61.9,56.0,900,4.4,4.36,2.71 +14602,1.23,Ideal,H,SI1,63.0,56.0,5889,6.83,6.79,4.29 +50933,0.71,Ideal,I,SI1,61.0,56.0,2319,5.75,5.78,3.52 +6602,1.0,Very Good,F,SI2,62.6,58.0,4081,6.31,6.37,3.97 +31209,0.32,Premium,D,SI1,61.5,59.0,756,4.42,4.39,2.71 +13996,1.2,Very Good,G,SI2,62.0,60.0,5698,6.78,6.76,4.2 +13939,1.0,Very Good,D,SI1,59.8,59.0,5671,6.47,6.51,3.88 +10592,0.91,Very Good,E,VS2,58.4,63.0,4823,6.31,6.32,3.69 +31439,0.33,Good,F,VVS1,63.3,57.0,764,4.38,4.44,2.79 +8119,1.01,Very Good,E,SI2,60.4,60.0,4352,6.48,6.57,3.94 +29725,0.31,Premium,H,VVS1,62.6,58.0,707,4.29,4.33,2.7 +42380,0.59,Ideal,E,SI2,62.5,57.0,1305,5.32,5.37,3.34 +2326,1.23,Ideal,H,I1,61.6,55.0,3168,6.92,6.87,4.25 +17126,1.05,Ideal,H,VS1,61.8,55.0,6833,6.54,6.57,4.05 +3408,0.33,Ideal,D,SI1,62.0,56.0,567,4.44,4.47,2.76 +51487,0.7,Premium,G,VS2,63.0,57.0,2381,5.67,5.6,3.55 +20971,0.9,Very Good,D,IF,62.4,54.0,9182,6.17,6.21,3.86 +18741,1.55,Premium,I,VS2,61.3,58.0,7656,7.48,7.44,4.57 +28874,0.32,Ideal,J,IF,62.2,55.0,684,4.44,4.4,2.75 +16676,1.01,Very Good,E,VS2,61.9,55.0,6666,6.38,6.44,3.97 +49213,0.55,Ideal,D,VS2,58.5,58.0,2079,5.42,5.39,3.16 +47303,0.25,Ideal,G,SI1,62.6,53.0,395,4.04,4.07,2.54 +127,0.91,Premium,H,SI1,61.4,56.0,2763,6.09,5.97,3.7 +44737,0.55,Premium,F,SI1,61.9,59.0,1617,5.29,5.24,3.26 +52862,0.5,Fair,E,VS2,79.0,73.0,2579,5.21,5.18,4.09 +43746,0.51,Very Good,E,SI1,62.8,55.0,1438,5.07,5.12,3.2 +811,0.71,Ideal,D,SI1,61.7,57.0,2863,5.75,5.7,3.53 +34912,0.34,Premium,G,VS1,60.4,61.0,880,4.53,4.48,2.72 +5574,0.79,Ideal,E,VS2,62.2,55.0,3861,5.97,5.9,3.69 +20490,1.01,Premium,D,VS1,61.6,58.0,8823,6.44,6.42,3.96 +47642,0.23,Very Good,D,VVS1,63.3,58.0,530,3.9,3.93,2.48 +46047,0.73,Premium,D,SI2,61.0,61.0,1730,5.81,5.74,3.52 +10216,1.26,Ideal,J,SI2,62.5,53.0,4742,6.9,6.86,4.3 +46561,0.7,Ideal,J,VS1,62.2,56.0,1782,5.67,5.71,3.54 +29278,0.31,Premium,I,VVS2,61.7,58.0,698,4.4,4.38,2.71 +41821,0.85,Fair,H,I1,66.9,54.0,1250,5.98,5.75,3.94 +1533,0.74,Premium,E,VS1,60.9,62.0,2999,5.83,5.8,3.54 +10418,0.8,Ideal,D,VS2,61.3,56.0,4781,5.97,6.0,3.67 +9441,1.01,Premium,I,VS2,62.5,58.0,4592,6.39,6.44,4.01 +41645,0.4,Ideal,E,VVS2,61.7,56.0,1238,4.77,4.73,2.93 +37131,0.37,Premium,E,VVS2,59.6,60.0,971,4.75,4.68,2.81 +45877,0.51,Very Good,E,VS1,61.0,59.0,1717,5.13,5.17,3.14 +49470,0.47,Ideal,F,VVS1,61.6,56.0,2113,5.0,5.02,3.09 +10843,1.06,Premium,H,SI1,61.6,59.0,4872,6.55,6.54,4.03 +3568,0.7,Ideal,E,VS1,60.5,56.0,3419,5.78,5.83,3.51 +31517,0.34,Ideal,E,SI1,62.3,57.0,765,4.51,4.48,2.8 +16129,1.01,Premium,F,VS2,60.9,58.0,6446,6.47,6.41,3.92 +30747,0.34,Very Good,G,VVS2,62.3,59.0,740,4.45,4.48,2.78 +2239,0.81,Ideal,F,SI1,61.2,57.0,3146,6.0,6.05,3.69 +1416,0.9,Ideal,G,SI2,62.4,57.0,2968,6.16,6.13,3.84 +1409,0.32,Premium,H,VS1,60.2,58.0,561,4.43,4.47,2.68 +41289,0.59,Very Good,G,SI2,60.6,56.0,1210,5.47,5.48,3.32 +1629,0.78,Ideal,H,VVS2,61.7,55.0,3015,5.9,5.94,3.65 +8089,1.01,Good,F,SI1,64.2,58.0,4339,6.24,6.29,4.02 +47692,0.7,Very Good,F,SI2,63.4,58.0,1883,5.62,5.58,3.55 +23974,1.53,Ideal,F,SI1,61.6,56.0,12109,7.39,7.34,4.54 +10276,1.04,Ideal,G,SI2,62.0,56.0,4752,6.52,6.49,4.03 +16032,0.3,Premium,I,VS1,61.7,58.0,608,4.32,4.27,2.65 +18214,1.5,Very Good,I,SI2,60.8,58.0,7392,7.24,7.34,4.43 +33898,0.3,Ideal,E,VS2,62.5,56.0,844,4.3,4.28,2.68 +6079,1.09,Premium,I,SI1,61.9,58.0,3968,6.65,6.58,4.1 +15859,1.2,Good,D,SI2,63.7,52.0,6344,6.72,6.68,4.27 +49519,0.71,Ideal,H,SI2,61.5,56.0,2122,5.71,5.74,3.52 +19703,0.37,Very Good,G,SI2,63.3,55.0,624,4.61,4.58,2.91 +26488,1.54,Very Good,F,VS1,63.3,58.0,16082,7.34,7.3,4.63 +50051,0.7,Ideal,F,SI1,62.6,56.0,2200,5.69,5.66,3.55 +33065,0.32,Ideal,H,IF,61.8,55.0,814,4.42,4.45,2.74 +33000,0.38,Ideal,E,SI2,61.2,57.0,812,4.71,4.67,2.87 +3012,1.0,Good,D,SI2,64.0,54.0,3304,6.29,6.24,4.01 +43952,0.31,Very Good,F,SI1,62.9,57.0,516,4.31,4.34,2.72 +3525,0.71,Ideal,D,VS1,61.3,56.0,3406,5.75,5.77,3.53 +35970,0.3,Ideal,G,SI1,61.0,58.0,477,4.29,4.36,2.64 +1755,0.81,Premium,F,SI1,61.9,59.0,3043,5.97,5.95,3.69 +8118,0.9,Ideal,D,SI1,61.6,56.0,4351,6.19,6.21,3.82 +6136,0.91,Very Good,E,SI2,60.5,59.0,3986,6.26,6.34,3.81 +21888,1.87,Ideal,J,SI1,62.3,57.0,9955,7.82,7.88,4.89 +25291,1.51,Premium,F,VS2,62.0,59.0,13945,7.37,7.18,4.51 +5417,0.75,Premium,F,VVS2,62.4,57.0,3822,5.88,5.75,3.63 +16177,1.03,Ideal,F,VS2,60.4,56.0,6467,6.59,6.56,3.97 +19793,1.81,Fair,J,SI1,56.2,62.0,8362,8.14,8.09,4.56 +25441,2.5,Fair,G,SI2,67.0,57.0,14194,8.36,8.29,5.58 +34266,0.31,Premium,J,SI1,60.9,60.0,465,4.38,4.36,2.66 +8817,1.16,Premium,F,SI2,61.9,59.0,4476,6.71,6.66,4.14 +28922,0.3,Good,G,VVS2,63.5,54.0,684,4.25,4.26,2.7 +39236,0.32,Ideal,D,VVS1,61.8,56.0,1067,4.39,4.41,2.72 +44514,0.52,Premium,D,SI1,61.4,58.0,1600,5.16,5.19,3.18 +53056,0.72,Ideal,F,VS2,61.1,56.0,2607,5.83,5.79,3.55 +14389,0.3,Good,H,VVS2,63.7,55.0,605,4.24,4.27,2.71 +27593,2.06,Premium,G,SI1,61.5,58.0,18439,8.2,8.15,5.03 +44568,0.52,Very Good,H,VVS2,61.7,63.0,1605,5.26,5.16,3.22 +41744,0.51,Very Good,F,SI1,63.4,58.0,1244,5.06,5.1,3.22 +25544,1.5,Premium,F,VS2,60.8,58.0,14372,7.44,7.29,4.48 +28389,0.33,Ideal,H,VS2,61.2,55.0,668,4.47,4.45,2.73 +1916,0.71,Ideal,E,VS1,62.2,57.0,3081,5.74,5.7,3.56 +7351,1.0,Good,E,SI1,59.8,65.0,4213,6.56,6.45,3.89 +33340,0.41,Premium,G,VS2,60.8,59.0,827,4.78,4.8,2.91 +36020,0.39,Premium,J,VVS1,62.8,58.0,921,4.66,4.61,2.91 +9802,0.9,Very Good,G,VVS2,62.6,55.0,4668,6.12,6.19,3.85 +39234,0.38,Premium,D,VS1,61.9,60.0,1067,4.62,4.66,2.87 +24551,1.52,Very Good,G,VS2,62.1,58.0,12840,7.36,7.43,4.59 +51420,0.53,Ideal,G,IF,62.1,57.0,2372,5.16,5.21,3.22 +33934,0.33,Premium,I,VS2,62.0,60.0,463,4.41,4.46,2.75 +36169,0.32,Ideal,F,IF,60.9,57.0,929,4.4,4.44,2.69 +50694,0.7,Very Good,E,SI2,60.1,56.0,2290,5.76,5.79,3.47 +2856,0.8,Good,E,VS2,64.5,56.0,3273,5.8,5.86,3.76 +139,0.76,Ideal,H,SI1,61.2,57.0,2765,5.88,5.91,3.61 +29878,0.3,Very Good,D,VS2,62.8,57.0,710,4.25,4.29,2.68 +3076,1.24,Ideal,I,SI2,62.5,57.0,3312,6.89,6.84,4.29 +16094,1.02,Very Good,G,VS2,60.9,56.0,6432,6.47,6.51,3.95 +51191,0.91,Good,I,SI1,64.0,58.0,2348,6.01,5.99,3.84 +10560,1.08,Very Good,F,SI1,61.3,57.0,4816,6.62,6.6,4.05 +31223,0.32,Very Good,D,SI1,63.2,54.0,756,4.38,4.36,2.76 +42309,0.41,Ideal,F,VVS1,62.3,55.0,1295,4.74,4.79,2.97 +30152,0.32,Premium,E,SI1,62.2,58.0,720,4.39,4.36,2.72 +8533,0.9,Ideal,H,VS1,62.2,58.0,4428,6.14,6.17,3.83 +22948,1.66,Premium,H,VS2,62.3,58.0,10993,7.62,7.57,4.73 +44397,0.5,Very Good,E,VS2,63.4,58.0,1583,5.08,5.05,3.21 +7570,0.73,Ideal,D,VVS2,62.2,56.0,4252,5.79,5.73,3.58 +9640,1.17,Good,D,SI2,57.8,62.0,4639,6.97,6.91,4.01 +9238,1.01,Premium,H,SI1,59.8,60.0,4559,6.48,6.52,3.89 +7903,1.0,Ideal,H,SI2,61.4,56.0,4312,6.46,6.41,3.95 +26373,2.18,Ideal,I,SI2,62.5,55.0,15850,8.34,8.31,5.2 +19042,0.3,Ideal,F,VS1,62.2,56.0,621,4.31,4.34,2.69 +36677,0.33,Premium,E,VVS2,61.3,59.0,950,4.47,4.44,2.73 +14197,1.01,Very Good,G,VS2,60.7,61.0,5759,6.42,6.46,3.91 +37681,0.42,Ideal,H,VS2,62.5,57.0,992,4.81,4.76,2.99 +44018,0.51,Premium,G,VS2,62.3,59.0,1546,5.1,5.07,3.17 +10969,1.08,Very Good,G,SI1,60.6,58.0,4906,6.58,6.73,4.03 +31709,0.38,Premium,J,VS1,62.1,60.0,770,4.64,4.6,2.87 +28039,0.41,Ideal,G,SI2,62.1,53.6,659,4.75,4.79,2.96 +52969,0.24,Ideal,F,VVS2,61.8,56.0,552,3.97,4.02,2.47 +25567,2.0,Very Good,J,VS2,61.9,60.0,14403,7.95,8.04,4.95 +41565,0.51,Premium,E,SI1,62.6,60.0,1237,5.13,5.06,3.2 +18052,0.34,Ideal,H,VS1,62.4,55.0,615,4.48,4.5,2.8 +9609,1.02,Very Good,D,SI2,61.5,56.0,4633,6.47,6.51,3.99 +35957,0.3,Ideal,F,SI1,62.3,55.0,475,4.29,4.31,2.68 +28185,0.37,Premium,E,SI2,59.5,61.0,666,4.7,4.68,2.79 +46234,0.5,Ideal,D,VS2,62.6,56.0,1752,5.05,5.08,3.17 +31411,0.3,Ideal,G,VVS1,61.4,58.0,764,4.31,4.35,2.66 +33863,0.3,Ideal,E,VS2,61.4,55.0,844,4.34,4.32,2.66 +34234,0.4,Premium,E,SI2,62.9,59.0,855,4.69,4.66,2.94 +45532,0.54,Good,G,VS1,60.8,62.0,1685,5.22,5.24,3.18 +9060,0.32,Very Good,D,SI1,62.6,58.0,589,4.33,4.36,2.72 +19879,1.12,Good,F,VVS2,57.9,57.0,8430,6.86,6.83,3.96 +26220,2.01,Very Good,E,SI2,63.3,61.0,15618,7.86,7.8,4.96 +2348,1.03,Premium,H,I1,61.1,60.0,3172,6.46,6.51,3.96 +38279,0.21,Premium,D,VS2,59.1,62.0,386,3.89,3.86,2.29 +10094,1.13,Ideal,G,SI2,61.3,57.0,4712,6.73,6.67,4.11 +15253,1.24,Premium,F,SI1,62.6,59.0,6125,6.86,6.76,4.26 +23808,1.35,Premium,G,VVS2,60.2,59.0,11868,7.2,7.16,4.32 +29600,0.35,Premium,H,VVS2,62.7,58.0,706,4.46,4.5,2.81 +47115,0.65,Very Good,G,SI1,62.0,58.0,1828,5.5,5.58,3.43 +34323,0.4,Ideal,G,VS2,62.1,58.0,859,4.68,4.72,2.92 +51469,0.72,Premium,E,SI2,62.9,58.0,2376,5.74,5.68,3.59 +51381,0.7,Premium,H,VS1,61.9,56.0,2367,5.7,5.67,3.52 +12170,1.12,Premium,G,SI1,59.5,62.0,5181,6.81,6.76,4.04 +4206,0.72,Ideal,F,VS2,61.8,56.0,3564,5.72,5.74,3.54 +47223,0.51,Very Good,E,VS1,61.1,59.0,1839,5.14,5.2,3.16 +22420,1.23,Ideal,G,VVS2,61.3,56.0,10445,6.89,6.91,4.23 +26707,0.32,Very Good,H,VVS2,60.2,60.0,645,4.45,4.48,2.69 +26599,2.04,Ideal,H,SI2,62.0,56.0,16319,8.18,8.23,5.09 +46664,0.56,Ideal,F,VS1,62.7,56.0,1787,5.25,5.3,3.31 +25222,1.7,Ideal,H,VS1,62.4,55.0,13823,7.61,7.69,4.77 +30385,0.33,Ideal,G,VVS2,61.3,56.0,730,4.46,4.48,2.74 +26198,1.7,Premium,G,VS2,62.6,61.0,15568,7.64,7.54,4.75 +41998,0.43,Ideal,D,VS1,61.9,55.0,1264,4.87,4.85,3.01 +34159,0.33,Ideal,G,VS1,62.1,55.0,854,4.46,4.43,2.76 +16859,1.21,Ideal,H,SI1,61.8,55.0,6727,6.82,6.86,4.23 +23941,1.51,Ideal,H,VS1,62.5,54.0,12071,7.28,7.34,4.57 +53800,0.66,Ideal,F,VVS2,61.2,57.0,2732,5.63,5.58,3.43 +49994,0.58,Ideal,E,VS1,62.9,54.0,2192,5.34,5.31,3.35 +2131,0.72,Ideal,H,VS2,60.1,56.0,3122,5.85,5.88,3.52 +34373,0.41,Very Good,F,VS2,62.4,56.0,863,4.75,4.77,2.97 +51996,0.71,Premium,G,VS2,60.3,59.0,2443,5.79,5.76,3.48 +11064,0.38,Premium,E,SI2,59.9,56.0,596,4.79,4.72,2.85 +29006,0.34,Ideal,H,VVS2,62.2,55.0,686,4.48,4.49,2.79 +45310,0.26,Good,F,VVS1,64.0,57.0,524,4.03,4.06,2.59 +47910,0.7,Premium,I,SI1,61.8,62.0,1914,5.69,5.64,3.5 +25867,1.82,Premium,H,SI1,62.0,59.0,14949,7.81,7.77,4.83 +36441,0.31,Ideal,D,VS2,61.9,56.0,942,4.38,4.34,2.7 +46749,0.51,Very Good,G,VVS1,62.9,57.0,1800,5.08,5.12,3.21 +8076,1.01,Very Good,D,SI2,63.1,54.0,4338,6.43,6.37,4.04 +35816,0.31,Ideal,F,IF,62.1,54.0,914,4.38,4.41,2.73 +18556,1.17,Premium,G,VS1,62.4,56.0,7564,6.81,6.75,4.23 +45270,0.54,Ideal,F,VS2,61.4,57.0,1662,5.2,5.25,3.21 +8027,1.01,Very Good,F,SI2,62.1,58.0,4332,6.35,6.41,3.96 +31841,0.41,Premium,J,VVS1,62.2,59.0,775,4.71,4.75,2.94 +50859,0.7,Ideal,G,SI1,61.1,57.0,2312,5.72,5.77,3.51 +37530,0.5,Good,I,VS2,64.6,59.0,987,4.9,4.95,3.18 +35646,0.31,Premium,G,VVS2,62.2,59.0,907,4.36,4.32,2.7 +40900,0.47,Very Good,H,VS2,57.2,60.0,1178,5.18,5.21,2.97 +45293,0.51,Ideal,E,VS2,61.4,55.0,1662,5.2,5.15,3.18 +8901,1.07,Premium,F,SI2,60.8,58.0,4491,6.62,6.68,4.04 +14997,1.07,Premium,G,VS2,62.2,58.0,6040,6.54,6.48,4.05 +48118,0.54,Ideal,F,VS1,60.9,56.0,1937,5.27,5.29,3.21 +41494,0.44,Premium,D,VS1,60.2,59.0,1232,4.93,4.91,2.96 +3364,0.3,Very Good,I,VS2,62.7,56.0,407,4.27,4.28,2.68 +46439,0.58,Ideal,F,VS1,61.9,54.0,1772,5.33,5.37,3.31 +42251,0.37,Ideal,D,VVS1,62.0,56.0,1292,4.6,4.59,2.85 +47285,0.3,Premium,G,SI2,62.5,59.0,394,4.27,4.31,2.68 +50404,0.71,Very Good,E,SI2,61.9,63.0,2256,5.69,5.74,3.54 +2424,0.63,Ideal,E,VVS1,61.1,58.0,3181,5.49,5.54,3.37 +26035,0.32,Very Good,H,VVS2,61.0,58.0,645,4.41,4.44,2.7 +9119,1.12,Very Good,I,SI2,61.2,59.0,4533,6.69,6.74,4.11 +23828,2.0,Premium,J,SI2,59.8,60.0,11899,8.13,8.09,4.85 +25418,2.01,Very Good,H,SI2,63.2,57.0,14150,8.02,7.97,5.05 +14338,1.0,Premium,G,VS2,62.9,56.0,5806,6.42,6.27,3.99 +19062,1.61,Premium,J,VS2,61.7,59.0,7844,7.51,7.46,4.62 +53823,0.79,Premium,D,SI2,61.8,58.0,2735,5.95,5.89,3.66 +3781,1.01,Premium,I,SI2,62.9,58.0,3461,6.34,6.31,3.98 +40698,0.4,Ideal,E,VVS2,62.2,56.0,1158,4.71,4.78,2.95 +39929,0.31,Ideal,E,VVS1,61.3,56.0,1105,4.38,4.4,2.69 +28203,0.4,Very Good,H,SI1,62.6,58.0,666,4.68,4.72,2.94 +52349,0.7,Ideal,H,SI1,61.8,53.0,2499,5.71,5.74,3.54 +46763,0.57,Good,F,VS1,60.0,61.0,1801,5.35,5.38,3.22 +24624,1.11,Ideal,F,VVS1,62.1,57.0,12956,6.62,6.69,4.13 +31197,0.32,Ideal,I,VVS1,61.7,55.0,756,4.4,4.39,2.71 +44825,0.39,Ideal,G,IF,60.1,57.0,1624,4.74,4.77,2.85 +10513,1.03,Ideal,H,SI1,62.4,56.0,4800,6.45,6.5,4.04 +16954,1.01,Very Good,G,VS2,62.9,54.0,6773,6.35,6.4,4.0 +6179,0.9,Good,F,SI1,63.9,58.0,3992,6.08,6.03,3.87 +8520,1.04,Very Good,I,SI1,61.9,58.0,4426,6.45,6.47,4.0 +28523,0.41,Ideal,J,VS1,62.0,53.6,674,4.75,4.79,2.96 +23119,1.57,Premium,I,VVS2,60.7,58.0,11146,7.54,7.51,4.57 +3385,0.31,Good,I,SI1,63.5,56.0,408,4.28,4.32,2.73 +13654,1.09,Very Good,J,VVS1,63.9,56.0,5588,6.47,6.51,4.15 +27028,2.42,Premium,J,VS2,61.3,59.0,17168,8.61,8.58,5.27 +28234,0.33,Ideal,F,VS2,61.6,56.0,666,4.44,4.46,2.74 +37944,0.33,Very Good,H,VS2,58.8,62.0,486,4.49,4.53,2.65 +35090,0.3,Ideal,F,IF,62.3,57.0,886,4.25,4.29,2.66 +42282,0.36,Ideal,G,SI2,61.1,54.0,505,4.61,4.65,2.83 +22604,1.35,Ideal,G,VS1,62.7,57.0,10656,7.02,7.07,4.42 +14845,1.02,Premium,G,VS2,62.6,59.0,5978,6.39,6.43,4.01 +34059,0.36,Ideal,D,SI1,61.5,56.0,851,4.64,4.56,2.83 +30316,0.36,Premium,G,VS1,62.2,59.0,726,4.53,4.57,2.83 +22038,0.31,Ideal,I,VS1,61.6,55.0,628,4.36,4.34,2.68 +50706,1.01,Very Good,D,I1,63.4,61.0,2291,6.38,6.3,4.02 +50954,0.95,Fair,J,I1,64.9,56.0,2322,6.17,6.12,3.99 +43539,0.41,Ideal,D,VS1,61.9,56.0,1427,4.76,4.8,2.96 +44165,0.63,Ideal,J,SI1,61.8,56.0,1565,5.47,5.52,3.39 +39502,0.48,Very Good,J,SI2,62.3,63.0,1080,5.02,4.96,3.11 +36432,0.31,Premium,D,VS2,61.8,57.0,942,4.41,4.36,2.71 +43542,0.52,Good,F,SI1,65.5,66.0,1427,4.92,4.98,3.24 +33492,0.32,Ideal,F,VS2,61.9,56.0,828,4.39,4.37,2.71 +27299,2.05,Premium,D,SI1,60.4,58.0,17776,8.26,8.16,4.96 +53258,0.86,Good,G,SI2,63.2,53.0,2647,6.06,6.1,3.84 +4554,0.77,Very Good,D,VS1,62.4,58.0,3643,5.82,5.87,3.65 +48728,0.52,Ideal,G,VVS2,59.8,57.0,2012,5.26,5.24,3.14 +41892,0.41,Ideal,G,IF,61.7,56.0,1259,4.79,4.81,2.96 +19525,1.02,Ideal,F,VS1,62.6,54.0,8157,6.45,6.41,4.02 +51909,0.72,Ideal,D,SI2,62.3,57.0,2435,5.75,5.8,3.6 +40955,0.42,Premium,D,VS1,60.8,60.0,1179,4.84,4.87,2.95 +37293,0.52,Good,I,SI1,63.6,60.0,978,5.05,5.1,3.23 +53637,0.3,Ideal,D,SI1,61.6,57.0,552,4.28,4.32,2.65 +30703,0.3,Very Good,F,VVS2,62.4,58.0,737,4.25,4.28,2.66 +2996,0.9,Good,G,SI2,63.8,59.0,3303,6.02,6.05,3.85 +31877,0.3,Very Good,H,VVS2,63.5,55.0,776,4.28,4.25,2.71 +39914,0.73,Fair,H,I1,66.2,56.0,1104,5.62,5.46,3.69 +10013,1.01,Premium,H,SI1,62.2,54.0,4707,6.48,6.41,4.01 +13069,1.23,Premium,I,SI1,62.5,59.0,5412,6.8,6.84,4.26 +41445,0.54,Premium,J,VVS2,58.2,62.0,1229,5.37,5.31,3.11 +21664,1.5,Premium,I,VS1,60.8,61.0,9761,7.39,7.35,4.48 +28317,0.3,Very Good,H,SI1,60.1,55.0,432,4.38,4.41,2.64 +17030,1.11,Ideal,E,SI1,61.1,57.0,6800,6.64,6.72,4.08 +5382,0.34,Premium,I,SI1,62.7,58.0,574,4.43,4.4,2.77 +36736,0.32,Very Good,E,VVS1,60.8,58.0,954,4.38,4.41,2.67 +39022,0.43,Very Good,F,VS1,61.0,57.0,1056,4.84,4.89,2.97 +578,0.51,Very Good,D,VVS1,59.9,58.0,2834,5.16,5.19,3.1 +32304,0.35,Good,E,SI2,64.0,55.0,454,4.45,4.49,2.86 +30441,0.32,Ideal,G,VVS2,61.1,55.0,730,4.42,4.45,2.71 +49525,0.54,Very Good,G,VVS1,60.7,56.0,2123,5.25,5.3,3.2 +9863,1.19,Ideal,J,SI1,62.0,56.0,4678,6.8,6.77,4.21 +5092,0.9,Good,D,SI1,64.1,56.0,3755,6.04,6.07,3.88 +40952,0.42,Ideal,D,VS1,61.1,57.0,1179,4.81,4.84,2.95 +10839,0.9,Very Good,G,VS1,61.7,60.0,4872,6.11,6.2,3.8 +7417,0.98,Good,F,SI1,56.8,64.0,4226,6.68,6.52,3.75 +834,0.82,Ideal,F,SI2,62.3,56.0,2867,5.99,5.95,3.72 +2857,0.9,Very Good,I,SI1,61.7,58.0,3274,6.17,6.21,3.82 +15691,0.29,Ideal,G,VVS2,61.4,57.0,607,4.27,4.3,2.63 +45983,0.3,Good,H,VS1,63.2,56.0,526,4.25,4.29,2.7 +40203,0.5,Very Good,F,SI1,60.0,54.0,1122,5.13,5.2,3.1 +22160,1.24,Premium,G,VVS2,59.9,60.0,10202,6.98,7.0,4.19 +21564,1.51,Very Good,G,SI1,63.4,58.0,9664,7.19,7.3,4.59 +26054,2.01,Good,E,SI2,63.1,58.0,15255,7.89,8.01,5.02 +20264,1.01,Ideal,F,VVS2,61.8,56.0,8688,6.49,6.46,4.0 +20199,1.17,Ideal,G,VS1,61.8,57.0,8639,6.76,6.8,4.19 +29605,0.35,Ideal,F,VS2,62.5,57.0,706,4.5,4.53,2.82 +45897,0.52,Ideal,D,SI1,61.5,55.0,1720,5.22,5.19,3.2 +15394,1.1,Ideal,F,VS2,60.0,57.0,6166,6.76,6.71,4.04 +28925,0.39,Very Good,G,SI1,61.7,57.0,684,4.77,4.7,2.92 +42924,0.41,Very Good,D,VVS2,61.2,55.0,1364,4.79,4.82,2.95 +36464,0.31,Ideal,D,VS2,62.2,57.0,942,4.34,4.31,2.69 +1172,0.7,Very Good,D,VS2,60.8,59.0,2928,5.67,5.71,3.46 +49745,0.64,Ideal,G,VS1,62.3,54.0,2155,5.54,5.56,3.46 +7365,1.0,Very Good,G,SI1,58.6,63.0,4218,6.56,6.58,3.85 +5246,1.0,Very Good,F,SI2,62.7,58.0,3789,6.3,6.36,3.97 +33267,0.3,Ideal,E,VVS1,62.3,55.0,826,4.29,4.32,2.68 +15513,1.52,Premium,I,SI2,62.2,59.0,6214,7.36,7.27,4.56 +9050,0.35,Good,E,SI2,64.0,55.0,588,4.49,4.45,2.86 +53703,0.9,Good,J,SI2,63.9,56.0,2717,6.17,6.1,3.92 +26221,2.01,Good,H,SI1,60.9,65.0,15618,8.22,8.18,4.99 +50239,0.51,Ideal,E,VS1,61.4,56.0,2233,5.14,5.16,3.16 +248,1.05,Very Good,J,SI2,63.2,56.0,2789,6.49,6.45,4.09 +8166,1.01,Premium,G,SI2,62.4,58.0,4362,6.38,6.41,3.99 +17758,1.5,Very Good,I,SI2,63.1,59.0,7150,7.24,7.15,4.54 +47635,0.51,Ideal,D,VS2,61.6,56.0,1882,5.17,5.15,3.18 +36616,0.32,Very Good,G,SI1,61.0,61.0,477,4.38,4.41,2.68 +38110,0.36,Premium,E,VS2,61.3,60.0,1013,4.59,4.54,2.8 +13438,1.16,Ideal,J,IF,60.6,56.0,5519,6.79,6.86,4.14 +14604,1.02,Premium,D,SI1,62.3,59.0,5890,6.38,6.42,3.99 +31821,0.41,Ideal,J,VS1,62.2,55.0,775,4.79,4.76,2.97 +40879,0.38,Ideal,E,VVS2,61.6,55.0,1176,4.72,4.67,2.89 +10642,0.9,Premium,E,VS2,62.1,55.0,4833,6.23,6.14,3.84 +48521,0.54,Ideal,G,VVS2,61.4,55.0,1985,5.22,5.3,3.23 +52883,0.73,Ideal,G,SI1,62.1,54.0,2583,5.78,5.81,3.6 +26525,2.02,Very Good,I,VS2,63.2,53.0,16179,8.09,8.18,5.14 +52109,0.61,Ideal,H,IF,59.4,59.0,2461,5.55,5.59,3.31 +47447,0.53,Premium,D,VS2,60.4,58.0,1857,5.23,5.26,3.17 +20930,1.7,Ideal,E,SI2,61.6,57.0,9139,7.63,7.57,4.68 +36576,0.35,Ideal,D,VS2,62.3,56.0,945,4.54,4.51,2.82 +28360,0.4,Ideal,I,VS2,62.3,54.0,667,4.74,4.77,2.96 +21800,1.2,Premium,G,VVS2,61.2,58.0,9873,6.84,6.88,4.2 +26371,1.5,Ideal,D,VS2,62.6,56.0,15848,7.21,7.27,4.53 +39187,0.5,Premium,F,SI1,61.2,59.0,1063,5.13,5.1,3.13 +18381,0.31,Premium,G,VS1,59.9,59.0,617,4.44,4.41,2.65 +44308,0.62,Premium,E,SI2,61.1,59.0,1579,5.53,5.5,3.37 +13644,1.37,Very Good,I,SI2,63.0,57.0,5584,6.98,7.05,4.42 +20793,1.52,Very Good,D,SI2,63.2,58.0,9030,7.31,7.25,4.6 +1557,0.81,Premium,F,SI1,61.9,58.0,3004,5.99,5.96,3.7 +49166,0.71,Very Good,G,SI1,64.2,56.0,2072,5.6,5.65,3.61 +50409,0.77,Ideal,J,VS2,62.5,57.0,2257,5.8,5.91,3.66 +47434,0.57,Ideal,E,VS2,62.5,56.0,1853,5.3,5.33,3.32 +33285,0.31,Very Good,D,SI2,62.9,54.0,462,4.3,4.35,2.72 +12236,1.02,Very Good,D,SI1,63.2,58.0,5198,6.41,6.35,4.03 +32791,0.33,Ideal,F,VS2,61.1,56.0,804,4.47,4.5,2.74 +21954,1.51,Premium,G,SI1,60.6,58.0,10020,7.47,7.39,4.5 +46044,0.56,Ideal,F,VS2,62.3,55.0,1729,5.32,5.28,3.3 +22808,1.59,Ideal,H,SI1,61.5,57.0,10832,7.53,7.59,4.65 +50873,0.81,Ideal,H,SI2,63.0,57.0,2313,5.94,5.9,3.73 +21688,1.09,Ideal,F,VS1,61.6,55.0,9786,6.62,6.67,4.09 +30931,0.26,Ideal,H,VS1,61.8,56.0,448,4.12,4.14,2.55 +23661,1.55,Premium,H,VS2,61.3,61.0,11708,7.46,7.39,4.55 +36060,0.31,Ideal,G,IF,62.6,57.0,924,4.3,4.32,2.7 +7125,1.0,Premium,G,SI2,59.4,62.0,4172,6.5,6.47,3.85 +38627,0.31,Good,H,VS2,63.1,57.0,489,4.28,4.31,2.71 +30563,0.31,Ideal,D,VS2,62.2,54.0,734,4.31,4.34,2.69 +22288,1.58,Ideal,I,VS2,61.1,55.0,10338,7.48,7.53,4.59 +35216,0.32,Ideal,E,VVS1,61.2,55.0,892,4.41,4.42,2.7 +192,0.7,Ideal,E,VS2,62.1,55.0,2777,5.7,5.67,3.53 +20261,1.01,Ideal,F,VVS2,61.0,57.0,8688,6.52,6.46,3.96 +19623,0.9,Good,D,VVS1,62.9,58.0,8239,6.01,6.1,3.81 +16492,1.04,Ideal,G,VS2,62.5,57.0,6589,6.46,6.49,4.05 +4000,0.74,Ideal,D,SI1,61.8,56.0,3517,5.84,5.88,3.62 +7923,1.11,Very Good,J,SI1,62.4,57.7,4316,6.57,6.64,4.12 +41084,0.41,Ideal,F,VVS2,61.7,56.0,1192,4.81,4.78,2.96 +8193,1.04,Premium,I,SI1,62.0,57.0,4368,6.5,6.47,4.02 +52904,0.75,Ideal,F,SI2,62.1,55.0,2586,5.83,5.87,3.63 +43954,0.31,Very Good,F,SI1,60.6,60.0,516,4.34,4.37,2.64 +9867,1.03,Very Good,D,SI2,62.8,56.0,4679,6.43,6.46,4.05 +31390,0.41,Ideal,H,SI1,61.5,55.0,763,4.78,4.81,2.95 +16999,1.01,Premium,G,VS1,60.3,58.0,6787,6.56,6.5,3.94 +17109,1.0,Good,E,VS1,60.6,63.0,6822,6.28,6.42,3.85 +41612,0.27,Very Good,G,VVS2,62.1,56.0,504,4.14,4.18,2.58 +53700,0.9,Premium,J,SI2,63.0,59.0,2717,6.14,6.11,3.86 +25837,2.18,Ideal,I,SI2,61.4,60.0,14870,8.37,8.31,5.12 +44602,0.53,Ideal,G,VS2,60.4,57.0,1607,5.27,5.23,3.17 +42667,0.44,Ideal,E,VVS2,60.7,57.0,1334,4.92,4.9,2.98 +32443,0.43,Very Good,F,SI1,62.4,57.0,792,4.79,4.82,3.0 +53716,0.57,Ideal,E,VVS2,60.6,56.2,2719,5.36,5.4,3.26 +51892,0.72,Ideal,I,VS1,61.7,54.5,2430,5.77,5.8,3.57 +30505,0.31,Premium,D,SI1,61.7,59.0,732,4.35,4.31,2.67 +47320,0.23,Very Good,E,VVS2,62.4,59.0,530,3.91,3.94,2.45 +45081,0.57,Premium,E,VS2,62.5,55.0,1645,5.33,5.27,3.31 +39,0.26,Very Good,D,VS2,60.8,59.0,403,4.13,4.16,2.52 +27578,2.11,Very Good,D,SI2,60.9,60.0,18407,8.21,8.28,5.02 +28475,0.32,Ideal,G,VS2,62.0,57.0,672,4.41,4.37,2.72 +32094,0.33,Ideal,D,VS2,60.7,57.0,781,4.46,4.5,2.72 +18105,1.02,Ideal,G,VS1,61.0,57.0,7324,6.48,6.5,3.96 +53066,0.72,Very Good,E,SI2,63.4,58.0,2608,5.66,5.64,3.58 +34081,0.36,Ideal,E,VS1,62.0,56.0,852,4.57,4.59,2.84 +47398,0.55,Premium,G,SI1,60.2,59.0,1848,5.32,5.28,3.19 +26982,2.12,Ideal,I,VS2,62.7,56.0,17068,8.16,8.24,5.14 +17567,1.2,Ideal,H,VS2,61.2,59.0,7072,6.84,6.89,4.2 +21234,1.7,Good,J,VS2,62.4,61.0,9380,7.47,7.53,4.68 +49326,0.75,Very Good,H,SI2,62.2,58.0,2093,5.77,5.83,3.61 +48775,0.7,Premium,H,SI1,62.3,58.0,2020,5.63,5.57,3.49 +15402,1.02,Very Good,G,VS2,63.2,57.0,6169,6.41,6.38,4.04 +31032,0.31,Ideal,F,VS2,61.9,57.0,749,4.34,4.32,2.68 +43108,0.54,Ideal,F,SI1,62.1,57.0,1385,5.22,5.24,3.25 +26741,1.7,Premium,G,VS1,61.0,59.0,16521,7.7,7.64,4.68 +21465,1.54,Ideal,H,SI1,61.1,56.0,9562,7.45,7.42,4.54 +40526,0.58,Very Good,J,VS2,59.5,62.0,1147,5.41,5.44,3.23 +36162,0.38,Ideal,G,VVS2,61.9,55.6,929,4.64,4.67,2.88 +46449,0.54,Premium,F,VS1,61.8,59.0,1773,5.23,5.16,3.21 +7328,0.9,Premium,E,SI1,61.9,58.0,4209,6.17,6.1,3.8 +17411,1.03,Premium,D,VS1,59.6,61.0,6974,6.62,6.57,3.93 +20443,1.51,Premium,I,SI1,62.2,60.0,8794,7.3,7.23,4.52 +18123,1.0,Premium,F,VS1,62.3,61.0,7336,6.38,6.33,3.96 +7856,0.9,Premium,D,SI1,59.4,62.0,4304,6.24,6.19,3.69 +7615,1.01,Premium,G,SI1,59.2,59.0,4260,6.52,6.58,3.88 +37570,0.47,Ideal,H,VS2,62.7,55.0,989,4.95,5.08,3.15 +30309,0.38,Ideal,G,VS2,60.4,57.0,726,4.68,4.71,2.83 +32184,0.41,Very Good,H,VS1,61.5,55.0,788,4.8,4.82,2.96 +28367,0.33,Ideal,D,VS2,60.3,55.0,667,4.5,4.52,2.72 +31491,0.34,Ideal,G,VS2,61.3,55.0,765,4.51,4.49,2.76 +30801,0.3,Ideal,D,VS1,61.2,59.0,742,4.29,4.31,2.63 +25386,1.5,Premium,F,VS2,61.1,58.0,14071,7.33,7.36,4.49 +17138,1.5,Fair,H,SI1,65.0,57.0,6838,7.1,7.06,4.6 +44235,0.62,Premium,G,SI1,59.9,58.0,1572,5.56,5.49,3.31 +19128,1.34,Ideal,F,SI1,61.7,55.0,7893,7.07,7.13,4.38 +41607,0.3,Very Good,E,SI2,58.8,60.0,393,4.39,4.42,2.59 +25667,2.09,Premium,H,SI2,61.4,60.0,14581,8.24,8.2,5.05 +51979,0.32,Ideal,H,SI1,61.9,54.0,547,4.39,4.43,2.73 +26385,2.02,Very Good,G,SI2,62.8,55.0,15877,8.06,8.11,5.08 +43196,0.42,Ideal,G,IF,62.4,57.0,1394,4.79,4.82,3.0 +31052,0.3,Ideal,F,VVS2,61.6,55.0,751,4.3,4.33,2.66 +32081,0.33,Very Good,D,VS2,62.8,54.0,781,4.43,4.46,2.79 +44607,0.53,Premium,G,VS2,62.6,58.0,1607,5.18,5.11,3.22 +14272,1.2,Good,H,SI1,63.7,58.0,5779,6.72,6.68,4.27 +25445,1.5,Premium,F,VS2,61.6,58.0,14199,7.37,7.31,4.52 +117,0.8,Premium,F,SI2,61.7,58.0,2762,5.98,5.94,3.68 +20018,0.3,Good,H,SI1,63.4,57.0,421,4.27,4.31,2.72 +43259,0.47,Ideal,E,VS1,61.5,55.0,1400,5.01,5.04,3.09 +24421,1.58,Ideal,F,SI1,61.6,55.0,12671,7.52,7.57,4.65 +30543,0.31,Premium,E,VS1,61.9,58.0,734,4.31,4.32,2.67 +16158,1.36,Premium,F,SI2,61.4,59.0,6458,7.16,7.12,4.38 +29275,0.31,Premium,I,VVS2,59.4,59.0,698,4.44,4.41,2.63 +19258,1.55,Ideal,J,SI1,61.7,54.0,7987,7.42,7.55,4.62 +35432,0.32,Ideal,E,VS2,62.1,56.0,900,4.43,4.4,2.74 +49919,0.7,Premium,G,SI1,61.8,59.0,2184,5.68,5.59,3.48 +46793,0.5,Premium,G,VVS2,62.2,61.0,1806,5.09,5.07,3.16 +22229,1.01,Ideal,E,VVS2,61.4,56.0,10283,6.49,6.45,3.97 +22335,1.5,Very Good,H,SI1,60.6,60.0,10380,7.45,7.36,4.49 +37750,0.36,Ideal,E,VVS2,61.9,55.0,998,4.57,4.61,2.84 +12205,1.01,Very Good,G,SI1,63.7,60.0,5192,6.31,6.35,4.03 +2515,0.9,Good,H,SI1,63.8,57.0,3201,6.07,6.13,3.89 +51730,0.58,Ideal,F,VVS2,61.9,56.0,2401,5.38,5.35,3.32 +15508,1.06,Very Good,G,VS2,60.1,58.0,6212,6.64,6.67,4.0 +43888,0.5,Very Good,D,SI1,61.6,56.0,1454,5.09,5.11,3.14 +23577,1.62,Ideal,I,VVS2,62.7,54.0,11587,7.47,7.52,4.7 +16827,1.51,Premium,J,SI2,61.9,56.0,6712,7.44,7.29,4.56 +6743,0.33,Ideal,G,VS2,62.2,56.0,579,4.43,4.44,2.76 +18564,1.0,Ideal,E,VS2,62.1,57.0,7569,6.38,6.41,3.97 +40104,0.33,Premium,G,VVS1,62.8,59.0,1114,4.44,4.38,2.77 +33935,0.33,Very Good,I,VS2,61.0,61.0,463,4.43,4.46,2.71 +12614,1.14,Premium,I,VS1,62.3,59.0,5291,6.69,6.64,4.15 +7844,1.09,Premium,J,VS1,59.3,57.0,4303,6.79,6.74,4.01 +3947,0.71,Ideal,D,SI1,61.4,55.0,3502,5.78,5.82,3.56 +11148,1.11,Premium,I,VS2,60.4,58.0,4942,6.79,6.73,4.08 +25185,2.18,Ideal,I,VS2,62.0,57.0,13769,8.35,8.24,5.14 +5446,0.9,Very Good,J,SI1,63.4,59.0,3830,6.14,6.1,3.88 +29689,0.4,Very Good,E,SI1,62.9,58.0,707,4.71,4.74,2.97 +46802,0.52,Ideal,F,VS2,60.0,62.0,1806,5.23,5.19,3.13 +38184,0.41,Premium,D,SI1,61.4,58.0,1015,4.78,4.76,2.93 +3533,0.91,Very Good,H,SI2,58.4,63.0,3408,6.29,6.24,3.66 +9422,1.01,Very Good,D,SI2,60.3,57.0,4588,6.51,6.56,3.94 +24807,1.51,Premium,H,IF,60.2,60.0,13194,7.44,7.41,4.47 +47674,0.51,Ideal,D,VS2,62.4,55.0,1882,5.14,5.11,3.2 +41823,0.5,Ideal,D,SI2,62.3,54.0,1250,5.11,5.06,3.17 +22662,1.26,Ideal,F,VS2,61.5,56.0,10709,6.97,7.01,4.3 +42963,0.42,Very Good,E,VVS1,60.5,55.0,1365,4.85,4.9,2.95 +26469,2.28,Very Good,I,SI2,62.9,57.0,16041,8.34,8.41,5.27 +49015,0.5,Ideal,F,VVS2,62.0,55.0,2052,5.1,5.12,3.17 +37359,0.4,Premium,F,VS1,61.1,59.0,982,4.71,4.75,2.89 +31999,0.3,Ideal,G,VS1,62.3,56.0,776,4.32,4.29,2.68 +9807,1.01,Ideal,E,SI2,61.6,58.0,4668,6.45,6.5,3.99 +10998,0.9,Premium,E,VS1,62.3,56.0,4914,6.19,6.1,3.83 +34834,0.3,Ideal,H,VVS1,63.0,56.0,878,4.27,4.24,2.68 +13973,1.2,Premium,G,SI2,60.2,60.0,5689,6.9,6.83,4.13 +11224,1.2,Very Good,J,VS2,62.6,57.0,4963,6.72,6.8,4.23 +3664,0.76,Ideal,D,VS2,61.2,57.0,3443,5.89,5.91,3.61 +19451,1.04,Premium,G,VVS2,61.8,58.0,8098,6.51,6.47,4.01 +102,0.75,Premium,E,SI1,59.9,54.0,2760,6.0,5.96,3.58 +16102,1.24,Very Good,G,SI1,61.8,59.0,6438,6.85,6.88,4.24 +10533,1.1,Premium,I,SI1,62.7,57.0,4805,6.6,6.55,4.12 +44271,0.56,Very Good,H,VS2,61.8,54.1,1576,5.31,5.34,3.29 +43255,0.42,Ideal,G,IF,62.1,56.0,1400,4.8,4.83,2.99 +140,0.64,Ideal,G,VVS1,61.9,56.0,2766,5.53,5.56,3.43 +22074,1.49,Premium,H,SI1,61.9,57.0,10096,7.35,7.31,4.54 +49078,0.71,Premium,F,SI2,62.3,60.0,2060,5.67,5.7,3.54 +37450,0.34,Ideal,G,IF,62.2,56.0,984,4.45,4.46,2.77 +1945,0.81,Ideal,H,VS2,61.6,56.0,3084,6.03,5.98,3.7 +35016,0.4,Premium,E,SI1,61.0,59.0,882,4.74,4.71,2.88 +12258,1.03,Ideal,I,VS1,60.9,56.0,5206,6.52,6.59,3.99 +41584,0.32,Very Good,G,SI2,60.7,61.0,388,4.42,4.47,2.7 +18763,1.07,Premium,E,VS2,59.3,56.0,7670,6.71,6.69,3.97 +18550,1.21,Premium,H,VS2,59.9,59.0,7562,6.94,6.92,4.15 +11565,1.09,Ideal,E,SI2,61.6,55.0,5035,6.6,6.64,4.08 +52634,0.3,Very Good,G,VVS2,61.6,56.0,552,4.27,4.3,2.64 +21248,1.26,Ideal,G,VS2,60.8,55.0,9399,7.02,7.04,4.28 +19369,0.4,Good,D,SI2,63.4,59.0,622,4.67,4.7,2.97 +37812,0.35,Ideal,G,IF,61.3,55.0,1001,4.57,4.6,2.81 +36536,0.4,Ideal,I,VS1,63.0,56.0,945,4.72,4.68,2.96 +15521,1.03,Very Good,F,VS2,63.4,62.0,6218,6.34,6.31,4.01 +10512,0.63,Very Good,D,IF,59.6,59.0,4800,5.55,5.59,3.32 +22436,1.0,Very Good,E,VVS1,62.7,54.0,10463,6.36,6.39,4.0 +28288,0.24,Very Good,D,VS1,61.1,60.0,367,3.96,3.99,2.43 +27190,2.01,Very Good,H,SI1,60.1,60.0,17476,8.25,8.2,4.94 +19641,1.35,Very Good,G,VS1,63.4,56.0,8256,7.09,7.01,4.47 +7547,0.92,Good,H,VS2,63.4,57.0,4247,6.11,6.17,3.89 +29817,0.3,Very Good,D,SI1,63.2,56.0,709,4.27,4.24,2.69 +49980,0.3,Very Good,G,VS2,61.7,56.0,541,4.32,4.35,2.67 +27447,2.01,Premium,G,SI1,61.8,60.0,18077,7.99,8.04,4.95 +31088,0.3,Good,D,VVS2,63.6,55.0,752,4.25,4.31,2.72 +9144,1.0,Very Good,I,SI1,63.3,56.0,4538,6.27,6.36,4.0 +7101,1.17,Premium,F,SI2,59.9,59.0,4167,6.86,6.82,4.1 +36615,0.34,Premium,E,SI2,62.4,59.0,477,4.42,4.46,2.77 +34942,0.24,Very Good,E,VS1,60.1,57.0,378,4.08,4.1,2.46 +19124,1.5,Very Good,H,SI2,63.0,58.0,7888,7.2,7.25,4.55 +38116,0.3,Premium,H,IF,62.9,58.0,1013,4.29,4.26,2.69 +12228,1.0,Premium,F,SI1,62.7,59.0,5197,6.36,6.4,4.0 +28513,0.4,Very Good,G,SI1,61.7,61.0,673,4.63,4.68,2.87 +34833,0.3,Very Good,H,VVS1,63.3,59.0,878,4.28,4.22,2.69 +18689,1.5,Premium,F,SI2,58.5,60.0,7644,7.52,7.48,4.39 +36421,0.39,Premium,G,VS2,60.4,61.0,942,4.73,4.71,2.85 +15306,1.4,Very Good,J,SI1,63.5,58.0,6145,7.05,7.09,4.49 +4827,0.9,Premium,F,SI2,62.0,61.0,3704,6.16,6.14,3.81 +35361,0.38,Premium,I,VS1,61.3,60.0,898,4.65,4.62,2.84 +44455,0.53,Very Good,F,VS2,62.7,57.0,1592,5.1,5.14,3.21 +36810,0.3,Ideal,G,IF,62.8,57.0,956,4.3,4.27,2.69 +41657,0.5,Ideal,D,SI2,62.5,55.0,1239,5.07,5.14,3.19 +4479,0.81,Ideal,F,VS2,61.9,55.0,3624,6.0,5.95,3.7 +37778,0.37,Premium,E,VS1,61.5,55.0,999,4.7,4.66,2.88 +18055,0.3,Ideal,I,IF,62.5,56.0,615,4.26,4.28,2.67 +48744,0.76,Good,J,VS1,62.6,61.9,2015,5.7,5.75,3.58 +13292,1.21,Premium,J,VS1,60.0,60.0,5489,6.95,6.88,4.15 +27362,0.34,Ideal,E,VS2,62.0,56.0,646,4.46,4.48,2.77 +21418,1.75,Premium,H,VS2,61.5,58.0,9526,7.75,7.69,4.75 +9891,0.9,Very Good,H,VS1,63.6,55.0,4685,6.15,6.11,3.9 +53584,0.75,Very Good,E,SI1,63.4,57.0,2698,5.77,5.75,3.65 +16574,1.01,Ideal,G,VS2,61.4,58.0,6618,6.47,6.44,3.97 +25156,1.5,Very Good,F,VS2,62.6,59.0,13728,7.21,7.26,4.53 +30999,0.36,Ideal,E,VS2,61.0,54.0,747,4.6,4.64,2.82 +19166,1.22,Ideal,G,VS2,62.0,55.0,7923,6.83,6.91,4.26 +16188,1.01,Premium,G,VVS2,61.3,61.0,6470,6.47,6.32,3.92 +51095,0.7,Good,I,VVS2,59.7,59.0,2335,5.73,5.77,3.43 +18242,1.75,Ideal,H,I1,61.5,55.0,7409,7.78,7.75,4.78 +49342,0.71,Good,H,SI1,63.5,57.0,2096,5.63,5.67,3.59 +23051,1.23,Very Good,G,VVS1,61.2,55.8,11081,6.9,6.94,4.23 +4813,0.9,Premium,E,SI2,59.2,60.0,3701,6.31,6.23,3.71 +21342,1.05,Ideal,F,VVS2,61.6,56.0,9483,6.55,6.53,4.03 +23581,2.72,Ideal,H,I1,59.6,55.0,11594,9.17,9.13,5.45 +47647,0.23,Ideal,F,VVS2,62.0,56.0,530,3.92,3.98,2.45 +13475,1.01,Very Good,E,SI1,59.5,57.0,5534,6.56,6.62,3.92 +14431,1.01,Premium,H,VS1,62.1,62.0,5826,6.36,6.32,3.94 +15163,1.54,Ideal,H,SI2,61.8,57.0,6095,7.43,7.35,4.57 +1379,0.86,Very Good,G,SI2,62.6,56.0,2967,6.01,6.07,3.78 +24176,2.13,Ideal,I,SI2,62.6,56.0,12356,8.21,8.14,5.12 +26890,2.06,Premium,F,SI2,61.7,59.0,16857,8.21,8.13,5.04 +35421,0.4,Premium,G,SI1,62.0,59.0,900,4.72,4.7,2.92 +35714,0.3,Ideal,D,VS2,61.1,56.0,911,4.36,4.32,2.65 +40841,0.52,Very Good,E,SI2,62.7,56.0,1173,5.07,5.1,3.19 +1532,0.74,Premium,E,VS1,62.7,58.0,2999,5.83,5.74,3.63 +13603,1.02,Very Good,H,VS2,62.4,57.0,5565,6.35,6.4,3.98 +43299,0.46,Ideal,H,VS1,61.2,55.0,1401,4.96,5.04,3.06 +3225,0.63,Ideal,F,VVS2,61.2,56.0,3351,5.53,5.55,3.39 +45827,0.65,Premium,G,SI1,59.9,59.0,1712,5.69,5.62,3.39 +22088,1.79,Ideal,J,SI1,59.8,61.0,10108,7.87,7.91,4.72 +50865,0.6,Ideal,G,VVS2,61.4,59.0,2313,5.37,5.41,3.31 +52757,0.7,Very Good,G,VS2,62.5,54.0,2562,5.63,5.69,3.54 +4773,0.94,Very Good,D,SI2,60.9,62.0,3691,6.22,6.3,3.81 +38849,0.4,Ideal,I,IF,62.2,56.0,1050,4.75,4.71,2.94 +17015,1.25,Ideal,J,VS1,61.2,56.0,6793,6.93,6.95,4.25 +41356,0.43,Ideal,I,VS1,62.4,56.0,1218,4.81,4.84,3.01 +33698,0.33,Ideal,G,VVS1,61.7,55.0,838,4.48,4.5,2.77 +7018,1.0,Good,F,SI1,63.7,58.0,4158,6.29,6.34,4.02 +15789,1.26,Very Good,I,SI1,61.9,58.0,6318,6.97,6.92,4.3 +34454,0.32,Ideal,I,IF,62.2,57.0,864,4.37,4.35,2.71 +5329,0.9,Ideal,E,SI2,62.6,57.0,3808,6.13,6.2,3.86 +26338,1.55,Ideal,D,VS2,60.1,58.0,15845,7.56,7.54,4.54 +12165,1.13,Premium,E,SI1,60.8,58.0,5179,6.77,6.71,4.1 +19644,1.77,Very Good,J,SI2,63.4,60.0,8257,7.65,7.61,4.84 +42617,0.32,Ideal,H,VS2,62.0,55.0,505,4.39,4.42,2.73 +35374,0.41,Very Good,G,VS1,62.4,57.0,899,4.71,4.74,2.95 +37559,0.31,Ideal,G,IF,61.6,55.0,988,4.39,4.34,2.69 +2185,1.0,Premium,G,SI2,62.5,59.0,3136,6.41,6.33,3.98 +15144,1.35,Very Good,H,SI2,62.2,56.0,6088,7.02,7.06,4.38 +37334,0.43,Ideal,E,VS1,61.2,56.0,981,4.89,4.94,3.01 +33274,0.32,Good,H,SI1,63.4,55.0,461,4.36,4.38,2.77 +20231,1.5,Very Good,I,VS2,58.4,61.0,8662,7.42,7.48,4.35 +36086,0.32,Premium,D,VVS2,61.5,60.0,926,4.37,4.41,2.7 +3820,1.11,Premium,I,SI2,62.5,56.0,3469,6.63,6.55,4.12 +16281,1.01,Ideal,G,VS2,60.1,55.0,6512,6.53,6.58,3.94 +34855,0.3,Premium,G,VVS2,62.2,59.0,878,4.31,4.28,2.67 +18180,1.52,Good,J,VS2,63.5,58.0,7370,7.24,7.28,4.61 +47705,0.58,Ideal,E,VS2,61.9,56.0,1884,5.35,5.38,3.32 +29764,0.35,Ideal,I,VS1,61.6,56.0,709,4.58,4.54,2.81 +35967,0.31,Good,H,VS1,64.1,55.0,476,4.25,4.27,2.73 +29128,0.3,Very Good,G,VVS1,60.7,57.0,691,4.35,4.37,2.65 +8221,1.06,Very Good,H,SI2,62.8,57.0,4372,6.49,6.57,4.1 +14786,1.09,Very Good,H,SI1,62.5,57.0,5950,6.49,6.54,4.07 +5523,0.9,Premium,G,VS2,62.9,62.0,3850,6.06,6.02,3.8 +4161,0.72,Very Good,E,VS2,60.0,57.0,3550,5.81,5.86,3.5 +45886,0.58,Ideal,G,VS2,60.6,55.0,1719,5.42,5.45,3.3 +10435,1.16,Very Good,H,SI2,61.8,58.0,4785,6.75,6.81,4.19 +7797,1.04,Ideal,H,SI2,61.1,56.0,4290,6.6,6.66,4.05 +12554,1.01,Ideal,G,SI1,61.6,57.0,5273,6.4,6.32,3.92 +26251,1.63,Ideal,G,VS1,61.7,55.0,15697,7.56,7.6,4.68 +37874,0.39,Ideal,E,VS1,62.7,53.6,1004,4.67,4.69,2.93 +43482,0.5,Premium,E,VS2,61.8,59.0,1420,5.07,5.02,3.12 +21274,1.7,Ideal,H,SI1,62.2,53.0,9425,7.67,7.6,4.75 +32452,0.39,Very Good,E,VS2,60.9,58.0,793,4.72,4.77,2.89 +19920,1.5,Good,J,VS1,64.1,55.0,8467,7.23,7.13,4.6 +23656,1.57,Ideal,G,SI1,61.8,55.0,11702,7.49,7.43,4.61 +45038,0.51,Very Good,E,VS2,63.3,55.0,1638,5.12,5.09,3.23 +18865,1.57,Ideal,J,SI1,62.3,57.0,7737,7.45,7.39,4.62 +53777,0.79,Premium,H,VS2,62.6,61.0,2726,5.9,5.86,3.68 +18552,1.21,Ideal,H,VS2,62.9,55.0,7562,6.8,6.75,4.26 +6486,1.04,Ideal,J,SI1,60.8,57.0,4059,6.54,6.59,3.99 +31003,0.32,Very Good,E,VVS1,59.0,61.0,748,4.44,4.47,2.63 +757,0.9,Premium,I,VS2,61.9,59.0,2857,6.2,6.14,3.82 +15266,1.2,Premium,H,SI1,61.0,58.0,6129,6.92,6.84,4.2 +3306,0.8,Ideal,F,VS2,62.7,54.0,3369,5.95,5.91,3.72 +51955,0.57,Ideal,E,VVS2,62.1,54.6,2442,5.31,5.35,3.31 +13216,0.91,Ideal,E,SI1,61.9,55.0,5458,6.21,6.23,3.85 +21157,1.76,Fair,J,VS1,56.9,66.0,9314,8.09,7.94,4.56 +29196,0.33,Premium,I,IF,62.1,58.0,694,4.39,4.43,2.74 +6925,0.91,Very Good,E,SI1,63.5,57.0,4138,6.11,6.07,3.87 +12321,1.04,Premium,G,SI1,62.7,59.0,5223,6.47,6.41,4.04 +45187,0.51,Ideal,G,VS1,62.2,55.0,1656,5.11,5.14,3.19 +30230,0.33,Ideal,E,VS2,61.9,56.0,723,4.4,4.45,2.74 +37724,0.34,Premium,G,VVS2,61.6,58.0,995,4.49,4.44,2.75 +16263,1.22,Premium,I,VS1,59.4,60.0,6504,7.02,6.96,4.15 +50202,0.71,Good,E,SI2,58.7,61.0,2226,5.73,5.78,3.38 +39514,0.32,Premium,E,VVS2,59.9,58.0,1080,4.5,4.45,2.68 +3670,1.03,Premium,F,I1,62.3,59.0,3444,6.42,6.46,4.01 +6502,0.97,Very Good,F,SI2,59.9,59.0,4063,6.38,6.45,3.84 +1710,0.7,Very Good,G,VVS1,63.3,57.0,3037,5.59,5.63,3.55 +40592,0.3,Fair,F,SI1,63.1,58.0,496,4.3,4.22,2.69 +16283,1.53,Premium,H,SI2,61.5,60.0,6512,7.46,7.39,4.56 +29417,0.38,Very Good,H,VS2,62.8,56.0,700,4.59,4.62,2.89 +20848,1.5,Premium,G,SI2,61.8,59.0,9072,7.29,7.21,4.48 +26235,1.42,Very Good,F,VVS1,58.4,62.0,15665,7.35,7.38,4.3 +27647,2.01,Fair,G,SI1,70.6,64.0,18574,7.43,6.64,4.69 +43543,0.52,Ideal,G,VS2,61.7,56.0,1428,5.15,5.19,3.19 +14448,1.01,Very Good,D,SI1,62.5,61.0,5832,6.34,6.4,3.98 +20951,1.08,Very Good,D,VS1,60.2,58.0,9168,6.61,6.67,4.0 +27615,2.07,Very Good,H,SI1,59.5,59.0,18489,8.27,8.3,4.92 +12939,1.15,Premium,G,SI1,63.0,59.0,5384,6.68,6.63,4.19 +4038,1.0,Good,H,SI2,63.9,58.0,3528,6.36,6.28,4.03 +6707,0.3,Ideal,J,VS1,62.2,57.0,411,4.27,4.28,2.66 +24309,2.0,Fair,H,SI2,65.9,58.0,12554,7.84,7.8,5.15 +50975,0.31,Very Good,H,VS1,61.8,61.0,544,4.32,4.36,2.68 +37823,0.33,Ideal,D,VS2,62.1,56.0,1002,4.48,4.44,2.77 +39206,0.35,Ideal,D,VS1,61.0,56.0,1065,4.53,4.58,2.78 +18413,1.02,Premium,D,VS2,61.5,58.0,7485,6.51,6.44,3.98 +24926,1.5,Very Good,D,VS2,63.0,59.0,13372,7.24,7.3,4.58 +34578,0.31,Ideal,G,IF,60.7,58.0,871,4.37,4.41,2.67 +39800,0.38,Ideal,D,VVS2,62.5,53.0,1096,4.63,4.68,2.91 +41370,0.51,Very Good,G,SI1,63.0,53.0,1220,5.1,5.13,3.22 +43479,0.5,Premium,E,VS2,60.1,61.0,1420,5.2,5.15,3.11 +32350,0.36,Ideal,E,VS2,61.2,56.0,789,4.6,4.62,2.82 +17905,0.85,Ideal,D,VVS1,62.0,56.0,7230,6.05,6.11,3.77 +35694,0.3,Ideal,D,VS2,61.3,57.0,911,4.36,4.32,2.66 +22532,1.23,Ideal,G,VVS1,61.8,56.0,10572,6.8,6.89,4.24 +35117,0.3,Ideal,F,IF,62.3,55.0,886,4.29,4.31,2.68 +2381,0.32,Premium,G,VS2,61.1,58.0,561,4.42,4.45,2.71 +21072,1.0,Very Good,F,IF,63.9,56.0,9248,6.31,6.34,4.04 +32764,0.34,Ideal,D,SI1,61.5,53.0,803,4.53,4.51,2.78 +29531,0.4,Ideal,F,SI1,61.6,55.0,703,4.72,4.76,2.92 +34928,0.28,Good,E,SI1,62.6,60.0,373,4.12,4.15,2.59 +29954,0.33,Good,I,SI1,63.6,57.0,445,4.39,4.42,2.8 +37125,0.44,Very Good,E,SI1,63.2,53.0,970,4.87,4.84,3.07 +16689,0.31,Ideal,H,SI1,61.3,55.0,421,4.35,4.39,2.68 +17711,0.41,Ideal,J,VS2,62.4,55.0,613,4.75,4.77,2.97 +16646,1.1,Ideal,G,VS2,60.0,57.0,6653,6.74,6.7,4.03 +23129,1.51,Very Good,G,SI1,62.9,57.0,11153,7.27,7.3,4.58 +1992,0.77,Good,H,VVS1,63.1,57.0,3096,5.83,5.86,3.69 +8423,1.05,Ideal,J,SI1,61.5,55.0,4405,6.53,6.57,4.03 +19776,1.14,Ideal,G,VS1,61.4,57.0,8346,6.75,6.81,4.16 +13727,0.27,Ideal,E,VS2,62.7,55.0,603,4.18,4.15,2.61 +33213,0.32,Ideal,H,VVS1,61.3,57.0,821,4.41,4.43,2.71 +13825,1.04,Fair,G,VS1,64.9,58.0,5633,6.36,6.33,4.12 +24034,0.4,Ideal,J,VS1,62.2,54.0,633,4.72,4.76,2.95 +48961,0.36,Ideal,D,SI2,62.0,56.0,537,4.56,4.6,2.84 +18980,1.12,Ideal,F,SI1,61.7,56.0,7812,6.64,6.68,4.11 +36041,0.41,Premium,G,SI1,62.6,59.0,923,4.77,4.72,2.97 +36206,0.41,Very Good,D,VS2,62.3,58.0,932,4.75,4.76,2.96 +6110,1.06,Ideal,E,SI2,60.7,57.0,3977,6.61,6.59,4.0 +30957,0.32,Ideal,E,SI2,62.0,55.0,449,4.36,4.41,2.72 +10639,1.07,Good,H,SI1,58.1,60.0,4832,6.72,6.78,3.92 +701,0.7,Very Good,E,VS1,62.4,56.0,2854,5.64,5.7,3.54 +19795,1.22,Ideal,G,VS2,61.4,56.0,8362,6.9,6.88,4.23 +50328,0.7,Fair,E,SI1,66.7,59.0,2241,5.49,5.45,3.65 +18175,1.2,Ideal,I,IF,61.5,56.0,7367,6.79,6.84,4.19 +38595,0.45,Fair,F,VS2,64.2,58.0,1037,4.9,4.75,3.1 +50961,0.54,Ideal,D,VVS2,61.2,55.0,2323,5.31,5.25,3.23 +8456,1.01,Good,E,SI2,56.7,61.0,4413,6.68,6.7,3.79 +33208,0.4,Ideal,J,SI1,61.2,56.0,820,4.77,4.81,2.93 +20743,1.51,Ideal,J,SI1,62.0,55.0,8981,7.42,7.31,4.57 +50364,0.53,Ideal,G,IF,61.4,56.0,2247,5.2,5.24,3.21 +31848,0.36,Ideal,G,VVS2,62.3,56.0,776,4.55,4.57,2.84 +44808,0.5,Premium,G,VS1,59.9,59.0,1624,5.12,5.16,3.08 +31719,0.38,Good,G,VS2,58.8,62.0,771,4.68,4.71,2.76 +46277,0.55,Ideal,F,VS1,62.3,53.0,1754,5.28,5.31,3.3 +1492,0.76,Very Good,G,VS2,62.1,54.0,2990,5.88,5.94,3.67 +52667,0.72,Very Good,H,VS2,60.8,59.0,2550,5.74,5.77,3.55 +47092,0.51,Ideal,G,VVS2,62.5,59.0,1825,5.08,5.12,3.19 +3449,0.91,Very Good,G,SI2,61.8,59.0,3388,6.17,6.23,3.83 +16068,1.2,Premium,H,VS2,62.4,59.0,6416,6.73,6.69,4.19 +38840,0.37,Ideal,F,VVS1,62.0,55.0,1049,4.6,4.63,2.86 +17647,1.52,Ideal,G,SI2,61.9,57.0,7108,7.43,7.38,4.58 +13860,1.0,Very Good,D,SI1,63.1,56.0,5645,6.34,6.3,3.99 +53807,0.9,Premium,H,SI2,61.1,58.0,2732,6.21,6.13,3.77 +30672,0.3,Very Good,G,VVS1,59.8,62.0,737,4.33,4.36,2.6 +34458,0.36,Very Good,H,IF,60.8,57.0,865,4.58,4.6,2.79 +50355,0.8,Fair,G,SI2,61.2,58.0,2246,5.96,5.93,3.64 +42041,0.53,Ideal,H,SI1,60.8,56.0,1268,5.27,5.29,3.21 +38360,0.33,Ideal,F,VVS1,62.4,55.0,1021,4.47,4.44,2.78 +42713,0.56,Ideal,G,SI1,62.5,56.0,1340,5.21,5.28,3.28 +17190,1.03,Ideal,G,VS1,62.3,56.0,6864,6.5,6.46,4.04 +16166,1.03,Ideal,D,SI1,59.9,57.0,6460,6.61,6.68,3.98 +7604,0.92,Ideal,E,SI1,61.4,54.6,4258,6.25,6.29,3.85 +45460,0.51,Ideal,E,VS2,61.9,55.0,1675,5.1,5.14,3.17 +42869,0.43,Ideal,F,VVS1,61.0,56.0,1358,4.87,4.9,2.98 +46137,0.54,Ideal,G,VS1,62.0,53.9,1745,5.22,5.24,3.24 +52625,0.34,Very Good,F,SI1,60.9,60.0,551,4.52,4.55,2.76 +20704,0.31,Premium,F,VS2,61.6,58.0,625,4.35,4.38,2.69 +24859,2.02,Premium,F,SI2,61.3,58.0,13267,8.09,8.05,4.95 +40618,0.26,Very Good,F,VS2,61.4,56.0,499,4.09,4.12,2.53 +3536,0.72,Ideal,E,SI1,60.5,55.0,3409,5.8,5.86,3.53 +36480,0.43,Ideal,G,VS1,61.9,55.0,943,4.84,4.86,3.0 +32723,0.31,Ideal,F,VS2,62.7,57.0,802,4.34,4.3,2.71 +27428,2.11,Premium,E,SI2,62.4,61.0,18034,8.19,8.1,5.08 +41613,0.27,Very Good,G,VVS2,62.0,56.0,504,4.14,4.17,2.57 +51506,0.72,Ideal,G,VS2,62.0,56.0,2383,5.75,5.79,3.58 +15645,1.0,Ideal,G,VS2,62.3,54.0,6272,6.42,6.38,3.99 +46871,0.53,Premium,E,VS2,59.8,58.0,1813,5.27,5.26,3.15 +149,0.7,Very Good,D,SI1,61.1,58.0,2768,5.66,5.73,3.48 +40870,0.55,Premium,F,SI2,60.6,58.0,1175,5.28,5.31,3.21 +13138,1.07,Ideal,F,SI1,59.4,57.0,5436,6.73,6.67,3.98 +46688,0.58,Ideal,F,VS2,62.1,56.0,1790,5.37,5.33,3.32 +5538,0.92,Ideal,H,SI2,60.5,57.0,3854,6.3,6.29,3.81 +823,0.73,Premium,D,SI1,60.8,55.0,2865,5.87,5.81,3.55 +51705,0.7,Very Good,F,VS2,61.2,56.0,2400,5.72,5.78,3.52 +42558,0.42,Ideal,F,VVS1,62.0,55.0,1326,4.81,4.84,2.99 +7065,0.33,Very Good,G,VS2,59.3,61.0,579,4.49,4.51,2.67 +12618,1.1,Ideal,I,VS1,60.8,58.0,5291,6.68,6.63,4.04 +47208,0.5,Ideal,G,VVS2,62.3,56.0,1838,5.05,5.09,3.16 +5700,1.12,Premium,H,SI2,61.4,59.0,3889,6.69,6.66,4.1 +25323,1.71,Ideal,H,VS2,62.1,56.0,14017,7.64,7.7,4.76 +18415,1.07,Ideal,G,VS1,62.1,54.0,7485,6.56,6.59,4.08 +51799,0.7,Premium,G,SI1,62.6,60.0,2415,5.61,5.57,3.5 +12393,1.21,Ideal,J,SI1,60.4,54.0,5232,6.86,6.89,4.15 +41546,0.5,Premium,D,SI1,60.7,59.0,1235,5.11,5.04,3.08 +9007,1.01,Premium,H,SI1,62.3,61.0,4513,6.39,6.32,3.96 +23701,0.36,Ideal,E,SI1,62.1,56.0,631,4.56,4.59,2.84 +50701,0.56,Premium,F,VVS2,59.5,61.0,2290,5.36,5.33,3.18 +47774,0.51,Very Good,G,VVS2,63.4,57.0,1895,5.09,5.06,3.22 +13744,1.22,Ideal,H,SI2,61.0,57.0,5602,6.93,6.88,4.2 +10988,1.01,Very Good,E,SI1,62.4,60.0,4912,6.32,6.35,3.95 +52302,0.23,Ideal,E,VS2,61.7,55.0,548,3.98,4.0,2.46 +50240,0.71,Ideal,G,SI1,60.6,57.0,2233,5.72,5.8,3.49 +6058,0.32,Ideal,I,VS2,62.5,55.0,576,4.4,4.37,2.74 +13411,1.18,Very Good,H,SI1,60.1,59.0,5508,6.83,6.88,4.11 +18040,0.35,Ideal,E,SI1,60.9,55.0,614,4.53,4.57,2.77 +7686,1.2,Premium,F,SI2,62.7,60.0,4274,6.73,6.67,4.21 +15244,1.22,Premium,E,SI2,62.5,55.0,6121,6.9,6.82,4.29 +47152,0.55,Premium,F,VS1,60.3,58.0,1832,5.32,5.29,3.2 +8459,1.03,Premium,G,SI2,59.9,60.0,4413,6.56,6.5,3.91 +53813,0.75,Very Good,F,SI1,63.4,58.0,2734,5.75,5.79,3.66 +22817,1.23,Premium,F,VVS2,58.5,59.0,10844,7.07,6.98,4.11 +31581,0.35,Premium,E,VS2,61.6,58.0,767,4.52,4.57,2.8 +14273,1.2,Premium,H,SI2,61.4,58.0,5779,6.81,6.77,4.17 +41332,0.57,Good,E,SI2,58.5,61.0,1214,5.4,5.43,3.17 +50600,0.7,Ideal,E,SI2,62.5,54.0,2283,5.68,5.71,3.56 +24570,1.01,Ideal,E,IF,61.4,57.0,12865,6.53,6.46,3.99 +10826,1.01,Very Good,F,SI1,60.8,59.0,4869,6.49,6.53,3.96 +33035,0.32,Ideal,G,VVS1,61.2,55.0,814,4.41,4.44,2.71 +48735,0.52,Premium,G,VVS2,61.8,59.0,2012,5.16,5.13,3.18 +28959,0.25,Premium,E,VS1,60.7,59.0,435,4.11,4.13,2.5 +10490,0.9,Fair,D,SI1,64.0,63.0,4796,6.12,6.04,3.89 +40973,0.41,Ideal,F,VS1,61.7,56.0,1180,4.76,4.79,2.94 +15534,1.47,Premium,J,SI2,60.0,58.0,6223,7.36,7.31,4.4 +39854,0.57,Good,J,VS2,63.3,56.0,1100,5.24,5.28,3.33 +9581,1.08,Premium,G,SI2,62.9,59.0,4627,6.57,6.53,4.12 +31208,0.32,Premium,D,SI1,60.2,58.0,756,4.43,4.4,2.66 +33426,0.32,Ideal,H,VVS2,61.2,56.0,828,4.43,4.4,2.7 +35311,0.4,Very Good,H,VS2,63.1,62.0,895,4.75,4.66,2.97 +44407,0.56,Ideal,G,VS2,62.2,57.0,1585,5.29,5.25,3.28 +27936,0.28,Ideal,G,SI1,60.7,56.0,430,4.25,4.28,2.59 +51596,0.7,Premium,G,SI1,61.4,60.0,2394,5.69,5.74,3.51 +3751,0.74,Ideal,D,VS2,62.2,56.0,3454,5.79,5.81,3.61 +24159,1.51,Premium,E,SI1,60.3,58.0,12336,7.47,7.43,4.49 +10941,1.01,Good,F,SI1,63.6,58.0,4899,6.31,6.37,4.03 +10786,0.91,Ideal,G,VS1,62.3,55.0,4860,6.17,6.22,3.86 +17878,1.41,Very Good,F,SI2,61.4,59.0,7215,7.17,7.2,4.41 +15532,1.62,Good,J,SI2,64.2,62.0,6223,7.41,7.33,4.73 +48223,0.57,Premium,G,VS1,62.4,58.0,1949,5.32,5.29,3.31 +24701,0.3,Good,H,VVS1,63.1,54.0,638,4.28,4.34,2.72 +45982,0.3,Very Good,H,VS1,62.9,54.0,526,4.28,4.31,2.7 +12619,1.5,Fair,H,I1,68.9,56.0,5292,7.0,6.9,4.79 +36861,0.42,Ideal,E,VS2,62.4,55.0,958,4.79,4.83,3.0 +35904,0.32,Ideal,G,IF,62.2,53.0,918,4.41,4.43,2.75 +3173,0.72,Very Good,F,VVS2,63.4,56.0,3338,5.68,5.71,3.61 +18740,1.04,Ideal,G,VS1,61.9,57.0,7655,6.51,6.55,4.04 +42917,0.53,Ideal,F,SI1,62.4,57.0,1363,5.21,5.18,3.24 +11826,1.08,Good,E,SI1,63.1,59.0,5096,6.49,6.53,4.11 +35647,0.31,Ideal,G,VVS2,62.7,57.0,907,4.34,4.31,2.71 +42279,0.32,Very Good,G,SI1,62.2,57.0,505,4.36,4.39,2.72 +43591,0.31,Ideal,H,VS2,61.3,56.0,507,4.36,4.38,2.68 +34156,0.33,Ideal,G,VS1,60.1,55.0,854,4.55,4.5,2.72 +11035,1.22,Premium,I,SI2,62.3,58.0,4919,6.85,6.8,4.25 +46514,0.47,Very Good,G,VVS1,60.6,55.0,1780,5.05,5.09,3.07 +14941,1.01,Very Good,G,VS2,62.4,58.0,6019,6.42,6.4,4.0 +49889,0.61,Ideal,G,VS1,62.4,55.0,2177,5.39,5.44,3.38 +53404,0.58,Premium,F,VS1,61.1,59.0,2668,5.39,5.35,3.28 +33077,0.26,Ideal,E,VVS1,61.7,56.0,814,4.11,4.09,2.53 +52115,0.72,Very Good,H,VS2,61.4,57.0,2462,5.75,5.79,3.54 +17429,1.2,Very Good,F,SI1,61.9,58.0,6985,6.75,6.82,4.2 +51453,0.9,Fair,H,SI2,66.0,63.0,2376,5.89,5.79,3.86 +5920,0.94,Very Good,F,SI2,62.6,57.0,3938,6.25,6.27,3.92 +46729,0.7,Very Good,I,SI2,59.5,58.0,1795,5.73,5.79,3.43 +26860,1.75,Premium,G,VS2,61.5,59.0,16783,7.76,7.66,4.74 +50641,0.31,Premium,G,VS2,61.2,58.0,544,4.32,4.37,2.66 +49412,0.7,Very Good,G,SI1,62.5,57.0,2106,5.63,5.7,3.54 +34228,0.4,Premium,H,SI1,62.8,59.0,855,4.69,4.67,2.94 +39216,0.32,Ideal,D,VVS2,60.6,56.0,1066,4.47,4.5,2.72 +28515,0.32,Premium,I,IF,60.3,58.0,673,4.41,4.45,2.67 +7346,1.14,Ideal,J,SI2,61.5,57.0,4212,6.73,6.77,4.15 +27156,2.03,Premium,G,SI2,60.1,60.0,17393,8.27,8.2,4.95 +50559,0.72,Good,H,SI1,63.7,59.0,2277,5.63,5.68,3.6 +22211,1.04,Very Good,F,IF,63.0,55.0,10264,6.36,6.53,4.06 +20323,1.5,Good,J,VS1,63.3,57.0,8736,7.2,7.24,4.57 +33707,0.3,Ideal,E,VVS1,62.6,54.0,838,4.3,4.33,2.7 +32480,0.35,Ideal,F,VVS2,61.9,54.0,795,4.55,4.59,2.83 +7926,1.04,Premium,H,SI1,62.1,56.0,4316,6.48,6.41,4.01 +32268,0.3,Ideal,E,VVS2,61.7,55.0,789,4.28,4.31,2.65 +52690,0.71,Premium,E,SI1,60.1,60.0,2552,5.78,5.73,3.45 +7319,1.02,Ideal,H,SI2,61.8,55.0,4207,6.47,6.51,4.01 +32186,0.41,Ideal,I,VVS2,61.6,55.0,788,4.78,4.8,2.95 +52452,0.59,Ideal,E,VVS2,61.8,56.0,2515,5.39,5.42,3.34 +49020,0.5,Premium,F,VVS2,62.3,58.0,2052,5.06,5.11,3.17 +39866,0.5,Good,E,SI2,58.3,58.0,1101,5.23,5.2,3.04 +30930,0.34,Premium,E,VS2,61.0,59.0,745,4.48,4.51,2.74 +3335,0.91,Premium,G,SI2,60.4,61.0,3376,6.28,6.21,3.77 +8610,1.02,Good,E,SI1,63.7,62.0,4443,6.31,6.4,4.05 +19339,1.2,Ideal,G,VS2,62.4,54.7,8040,6.79,6.85,4.25 +41675,0.33,Ideal,F,IF,61.2,56.0,1240,4.47,4.49,2.74 +27855,0.31,Ideal,G,VS1,61.3,56.4,652,4.36,4.39,2.69 +38587,0.39,Ideal,F,VVS2,61.9,54.8,1036,4.68,4.69,2.9 +15320,2.08,Premium,H,I1,61.7,57.0,6150,8.23,8.18,5.06 +45781,0.51,Ideal,E,VS1,61.5,53.0,1708,5.17,5.24,3.2 +25507,2.21,Premium,H,SI2,61.3,60.0,14299,8.35,8.33,5.11 +34841,0.3,Ideal,G,VVS2,60.9,57.0,878,4.35,4.32,2.64 +12971,1.06,Ideal,G,SI1,60.5,57.0,5393,6.64,6.59,4.0 +8096,1.02,Premium,G,SI1,61.3,58.0,4341,6.47,6.45,3.96 +8819,1.08,Premium,I,SI1,62.2,58.0,4476,6.6,6.56,4.09 +28636,0.33,Premium,G,SI2,62.6,58.0,434,4.4,4.42,2.76 +42110,0.34,Ideal,F,IF,61.7,55.0,1276,4.49,4.52,2.78 +38989,0.36,Ideal,G,VVS2,62.3,56.0,1053,4.56,4.53,2.83 +51820,0.51,Premium,E,VVS2,59.3,59.0,2419,5.25,5.17,3.09 +18482,1.33,Ideal,I,SI1,61.6,57.0,7526,7.06,7.1,4.36 +47226,0.52,Very Good,E,VS1,59.8,61.0,1840,5.19,5.22,3.11 +11482,1.21,Very Good,I,SI2,63.2,57.0,5014,6.7,6.66,4.22 +29913,0.42,Very Good,I,SI1,61.0,55.8,712,4.83,4.86,2.96 +36731,0.32,Premium,E,VVS1,60.5,58.0,954,4.42,4.47,2.69 +17418,1.45,Very Good,J,VS2,62.6,58.0,6980,7.28,7.16,4.52 +20549,1.13,Premium,G,VVS1,59.3,59.0,8868,6.87,6.79,4.05 +14417,1.05,Premium,D,SI1,58.6,60.0,5821,6.73,6.66,3.92 +2116,0.7,Ideal,F,SI1,61.9,55.0,3119,5.7,5.74,3.54 +24690,1.05,Ideal,F,IF,61.7,56.0,13060,6.48,6.56,4.02 +2569,0.9,Very Good,I,SI1,63.1,54.0,3211,6.13,6.16,3.88 +33561,0.41,Ideal,J,VS1,62.7,57.0,830,4.75,4.72,2.97 +8114,0.92,Premium,D,SI1,62.3,58.0,4350,6.21,6.27,3.89 +52430,0.7,Premium,I,VVS1,61.2,59.0,2513,5.65,5.69,3.47 +53570,0.7,Premium,E,VS2,60.8,58.0,2697,5.74,5.7,3.48 +669,0.77,Premium,E,SI1,62.9,59.0,2846,5.84,5.79,3.66 +45409,0.52,Ideal,E,VS1,62.6,57.0,1668,5.11,5.15,3.21 +1621,0.9,Premium,D,SI1,62.2,60.0,3013,6.08,6.05,3.77 +47516,0.5,Ideal,G,VVS2,61.4,56.0,1867,5.13,5.17,3.16 +33108,0.34,Ideal,E,VS1,62.2,54.2,816,4.44,4.47,2.78 +37726,0.34,Ideal,G,VVS2,61.6,56.0,995,4.49,4.47,2.76 +47735,0.55,Ideal,D,VS1,61.7,55.0,1890,5.25,5.26,3.24 +14238,1.23,Ideal,H,SI1,63.0,55.0,5768,6.78,6.72,4.27 +23794,1.3,Ideal,G,VVS2,60.9,57.0,11853,7.04,7.11,4.31 +21828,1.52,Good,H,SI1,63.8,60.0,9898,7.24,7.3,4.64 +7830,0.91,Good,H,VS1,63.4,56.0,4298,6.12,6.18,3.9 +33087,0.46,Very Good,F,SI2,62.6,58.0,815,4.88,4.96,3.08 +15942,2.03,Premium,G,I1,61.1,58.0,6377,8.11,8.06,4.94 +7867,1.0,Very Good,E,SI2,62.5,59.0,4308,6.31,6.37,3.96 +41023,0.5,Very Good,G,SI1,63.3,59.0,1187,4.99,5.02,3.17 +24479,2.2,Premium,H,SI2,61.5,58.0,12747,8.44,8.38,5.18 +19057,1.25,Ideal,F,VS1,62.4,57.0,7840,6.9,6.83,4.29 +7576,0.92,Very Good,E,SI1,63.0,57.0,4254,6.17,6.21,3.9 +9796,1.24,Ideal,J,SI2,61.6,57.0,4666,6.89,6.87,4.24 +18468,1.5,Ideal,J,VS2,61.6,58.0,7515,7.33,7.38,4.53 +30690,0.3,Premium,F,VVS2,61.5,58.0,737,4.29,4.31,2.64 +24045,0.38,Very Good,I,VS2,61.5,58.0,633,4.61,4.62,2.84 +22955,1.22,Ideal,G,VVS2,60.0,58.0,11003,6.95,6.99,4.18 +47148,0.51,Ideal,D,VS2,61.0,57.0,1832,5.18,5.15,3.15 +6379,0.25,Ideal,E,VVS1,61.2,57.0,576,4.08,4.12,2.51 +667,0.7,Ideal,E,SI1,61.6,57.0,2846,5.71,5.76,3.53 +2614,0.51,Ideal,D,VVS2,61.3,56.0,3223,5.14,5.15,3.16 +43794,0.51,Very Good,D,SI1,63.0,58.0,1442,5.05,5.07,3.19 +16371,0.33,Premium,D,SI1,60.4,60.0,608,4.41,4.46,2.68 +33230,0.33,Ideal,D,VS2,61.1,56.0,822,4.5,4.54,2.76 +27642,2.01,Good,H,VS2,57.8,60.0,18561,8.29,8.35,4.81 +38667,0.38,Ideal,G,VS1,62.1,56.0,1040,4.68,4.63,2.89 +39481,0.41,Ideal,E,VS1,62.0,54.0,1079,4.76,4.79,2.96 +39155,0.44,Premium,I,VVS2,61.5,57.0,1063,4.92,4.87,3.01 +8394,0.34,Ideal,D,SI1,62.0,55.0,584,4.5,4.53,2.8 +20496,1.2,Very Good,F,VS2,62.4,58.0,8829,6.75,6.81,4.23 +19611,1.57,Ideal,I,SI2,62.6,58.0,8228,7.38,7.41,4.63 +37454,0.35,Premium,F,VS1,60.7,58.0,984,4.58,4.54,2.77 +31560,0.38,Premium,H,VS1,61.6,58.0,766,4.65,4.7,2.88 +2868,0.9,Premium,I,VS2,58.4,62.0,3276,6.35,6.29,3.69 +40270,0.33,Ideal,D,SI2,62.0,57.0,492,4.45,4.46,2.76 +3265,0.78,Premium,E,VS1,60.9,57.0,3360,5.94,5.88,3.59 +16791,1.21,Ideal,I,VS1,61.5,58.0,6691,6.84,6.88,4.22 +33028,0.3,Ideal,D,VVS2,62.4,54.0,814,4.3,4.32,2.69 +40909,0.56,Very Good,H,SI1,61.2,57.0,1179,5.28,5.31,3.24 +28965,0.31,Premium,H,SI1,62.7,58.0,435,4.31,4.34,2.71 +24805,1.53,Very Good,G,VS1,62.8,59.0,13189,7.32,7.36,4.61 +6498,0.89,Ideal,G,VVS2,61.7,55.0,4062,6.22,6.19,3.83 +48826,0.7,Good,I,SI1,58.2,61.0,2028,5.8,5.84,3.39 +23880,1.52,Ideal,F,SI1,62.3,55.1,11971,7.29,7.39,4.58 +49859,0.7,Ideal,F,SI2,61.8,56.0,2171,5.69,5.71,3.52 +4650,0.9,Good,H,VS1,64.0,59.0,3669,6.05,6.01,3.86 +17990,1.23,Very Good,H,VS1,61.3,53.0,7276,6.93,6.98,4.26 +44467,0.51,Ideal,F,SI1,61.1,55.0,1593,5.22,5.16,3.17 +12039,0.34,Very Good,E,SI1,62.9,55.0,596,4.47,4.5,2.82 +50642,0.31,Good,G,VS2,63.6,56.0,544,4.26,4.29,2.72 +17112,1.01,Very Good,F,VS1,59.9,59.0,6825,6.52,6.57,3.92 +48396,0.7,Premium,F,SI2,58.4,61.0,1966,5.86,5.79,3.4 +35762,0.4,Very Good,E,VS2,62.2,56.0,912,4.72,4.74,2.94 +11128,0.9,Very Good,H,VS1,63.0,55.0,4939,6.18,6.13,3.88 +50344,0.67,Good,F,VS1,64.4,57.0,2244,5.55,5.6,3.6 +47080,0.52,Ideal,D,VS2,62.7,53.0,1822,5.14,5.17,3.23 +6209,1.01,Premium,H,SI2,59.4,59.0,3999,6.53,6.56,3.89 +38443,0.45,Fair,G,VS1,66.3,56.0,1027,4.82,4.65,3.14 +45062,0.58,Fair,E,SI1,64.4,57.0,1641,5.26,5.24,3.38 +29435,0.42,Good,H,SI1,63.2,58.0,700,4.77,4.79,3.02 +6931,1.01,Good,F,SI2,64.9,60.0,4140,6.2,6.25,4.04 +36909,0.42,Ideal,I,IF,62.1,54.0,961,4.82,4.84,3.0 +29302,0.3,Ideal,I,VS2,61.4,58.0,438,4.29,4.31,2.64 +10652,1.01,Premium,H,SI1,62.4,60.0,4836,6.36,6.33,3.96 +40878,0.52,Ideal,F,SI2,61.4,56.0,1176,5.18,5.21,3.19 +11347,1.01,Very Good,F,SI1,63.5,59.0,4989,6.38,6.29,4.02 +4471,0.8,Ideal,E,SI1,62.3,54.0,3622,5.95,5.97,3.71 +25253,1.43,Premium,D,VS2,62.6,59.0,13873,7.19,7.21,4.51 +11223,0.9,Very Good,H,VVS2,63.5,55.0,4963,6.14,6.08,3.88 +11534,1.21,Ideal,F,SI2,61.5,57.0,5028,6.88,6.82,4.21 +34500,0.4,Ideal,F,VS2,61.0,62.0,867,4.71,4.74,2.88 +29159,0.33,Premium,H,VS1,59.0,62.0,693,4.52,4.49,2.66 +18915,1.0,Premium,G,VVS2,61.6,61.0,7762,6.38,6.35,3.92 +47683,0.56,Ideal,E,VS2,61.4,57.0,1882,5.35,5.31,3.27 +37103,0.31,Premium,E,VVS1,58.9,59.0,969,4.48,4.41,2.62 +24719,0.38,Very Good,E,SI1,58.3,61.0,640,4.75,4.86,2.8 +16118,1.33,Very Good,J,VS1,61.7,55.0,6442,7.07,7.12,4.38 +17954,1.21,Premium,F,SI1,61.6,59.0,7257,6.82,6.79,4.19 +34420,0.3,Ideal,G,IF,61.6,56.0,863,4.34,4.36,2.68 +6516,1.12,Premium,H,SI2,62.4,58.0,4065,6.58,6.63,4.12 +448,0.71,Good,D,VS1,63.4,55.0,2816,5.61,5.69,3.58 +31951,0.28,Very Good,D,VS1,62.2,61.0,452,4.13,4.16,2.58 +8576,1.0,Fair,G,VS2,69.8,54.0,4435,6.03,5.94,4.18 +11229,1.02,Very Good,D,SI2,58.8,58.0,4964,6.62,6.68,3.91 +43975,0.3,Ideal,I,VS1,62.2,56.0,518,4.27,4.31,2.67 +41455,0.52,Ideal,E,SI2,62.9,56.0,1229,5.15,5.12,3.23 +50069,0.71,Ideal,F,SI2,61.6,56.0,2202,5.68,5.74,3.52 +51551,0.71,Ideal,G,SI2,61.3,55.0,2387,5.76,5.79,3.54 +11409,1.11,Very Good,G,SI1,60.3,60.0,5000,6.62,6.67,4.01 +549,0.8,Premium,E,SI2,60.2,57.0,2829,6.05,6.01,3.63 +30852,0.33,Ideal,G,VS2,61.2,55.0,743,4.49,4.46,2.74 +18934,1.34,Premium,G,VS2,61.0,60.0,7780,7.13,7.07,4.33 +41934,0.4,Premium,F,VVS1,61.1,59.0,1263,4.75,4.78,2.91 +44793,0.5,Very Good,E,VS2,61.1,61.0,1624,5.11,5.13,3.13 +47387,0.54,Ideal,E,VS2,61.0,56.0,1847,5.28,5.25,3.21 +13084,1.04,Premium,H,VS2,62.7,61.0,5416,6.48,6.44,4.05 +7044,1.02,Very Good,F,SI2,62.0,59.0,4162,6.33,6.42,3.95 +50361,0.72,Very Good,F,SI2,63.1,58.0,2246,5.69,5.63,3.57 +10106,1.07,Very Good,H,SI2,62.1,58.0,4716,6.53,6.57,4.07 +14593,1.09,Premium,G,VS2,59.9,56.0,5889,6.73,6.59,3.99 +46603,0.54,Premium,D,SI1,60.4,60.0,1786,5.24,5.22,3.16 +9084,1.07,Premium,G,SI2,62.0,59.0,4523,6.54,6.5,4.04 +17623,1.0,Premium,E,VS1,63.0,60.0,7096,6.38,6.32,4.0 +39294,0.3,Ideal,H,VS2,62.4,55.0,491,4.28,4.31,2.68 +35531,0.32,Ideal,G,IF,61.5,55.0,905,4.4,4.42,2.71 +31666,0.26,Ideal,F,IF,60.9,55.0,768,4.15,4.23,2.55 +16311,1.04,Ideal,G,VS2,60.8,57.0,6529,6.55,6.57,3.99 +24040,0.38,Premium,H,SI1,59.7,60.0,633,4.66,4.68,2.79 +28291,0.27,Ideal,I,VS1,62.2,55.0,432,4.15,4.18,2.59 +27833,0.31,Very Good,H,VVS1,61.2,56.0,651,4.37,4.39,2.68 +12640,1.25,Premium,I,SI1,59.7,59.0,5293,6.97,7.03,4.18 +26614,1.5,Fair,F,VVS2,64.7,53.0,16364,7.22,7.15,4.65 +8022,1.25,Premium,J,SI2,62.3,59.0,4331,6.82,6.86,4.26 +11365,1.1,Very Good,G,SI1,59.4,58.0,4997,6.72,6.79,4.01 +19151,1.67,Very Good,J,SI1,62.3,59.0,7911,7.59,7.63,4.74 +2217,1.21,Good,E,I1,57.2,62.0,3144,7.01,6.95,3.99 +8024,0.91,Premium,E,SI1,62.1,58.0,4332,6.15,6.18,3.83 +53854,0.72,Premium,F,SI1,59.9,58.0,2742,5.85,5.81,3.49 +30529,0.38,Very Good,D,SI1,59.7,60.0,733,4.66,4.69,2.79 +41277,0.35,Ideal,G,SI1,61.8,55.0,503,4.54,4.56,2.81 +27955,0.27,Ideal,I,VS1,62.5,54.0,432,4.16,4.19,2.61 +6068,0.77,Premium,D,VS1,59.4,59.0,3966,6.0,5.96,3.55 +16618,1.0,Premium,F,VS2,61.9,59.0,6640,6.41,6.36,3.95 +11629,1.13,Premium,H,SI1,62.0,58.0,5050,6.67,6.63,4.12 +20452,1.1,Ideal,F,VS1,61.5,55.0,8796,6.69,6.64,4.1 +23477,2.02,Very Good,J,SI2,63.5,57.0,11475,7.94,8.02,5.07 +28137,0.36,Ideal,G,VS2,60.6,56.0,664,4.62,4.67,2.81 +5911,0.91,Very Good,F,SI1,61.4,58.0,3936,6.19,6.23,3.81 +50299,0.28,Very Good,E,VVS2,62.0,56.0,544,4.22,4.3,2.63 +35539,0.38,Very Good,F,VS2,61.9,54.8,906,4.63,4.69,2.89 +20526,1.6,Premium,I,SI1,62.1,58.0,8852,7.51,7.47,4.65 +38952,0.31,Very Good,I,VS1,62.8,57.0,489,4.28,4.32,2.7 +11654,1.01,Good,D,SI1,63.9,60.0,5055,6.29,6.32,4.03 +28683,0.24,Ideal,F,IF,61.0,57.0,678,4.04,4.07,2.47 +1239,1.01,Fair,G,SI2,67.1,59.0,2942,6.27,6.19,4.18 +25541,2.01,Premium,H,SI2,62.0,60.0,14364,8.11,8.04,5.02 +26134,2.2,Very Good,I,SI2,60.2,60.0,15424,8.42,8.49,5.09 +17968,1.23,Ideal,H,VS2,62.3,56.0,7260,6.86,6.79,4.25 +40461,0.53,Good,E,SI2,57.9,58.0,1140,5.34,5.39,3.11 +15256,1.02,Very Good,G,VS1,62.0,59.0,6126,6.39,6.45,3.98 +50646,0.31,Very Good,E,SI1,63.0,57.0,544,4.29,4.32,2.71 +21932,1.25,Ideal,F,VS2,61.6,55.0,10006,6.93,6.96,4.28 +42571,0.38,Ideal,E,VVS1,62.6,56.0,1327,4.64,4.6,2.89 +47553,0.51,Ideal,D,VS1,62.5,57.0,1873,5.13,5.08,3.19 +50134,0.7,Good,F,VS2,63.5,56.0,2212,5.64,5.45,3.52 +46616,0.51,Ideal,D,VS2,61.8,55.0,1787,5.15,5.18,3.19 +23213,1.52,Premium,D,SI1,60.8,61.0,11220,7.39,7.26,4.45 +40192,0.4,Good,G,IF,59.7,62.0,1120,4.75,4.8,2.85 +8614,1.01,Ideal,J,VS2,62.2,54.0,4443,6.41,6.47,4.01 +41453,0.4,Ideal,G,IF,61.1,58.0,1229,4.72,4.74,2.89 +28087,0.3,Very Good,D,SI1,63.1,56.0,662,4.28,4.24,2.69 +4063,0.31,Premium,D,SI1,62.0,58.0,571,4.3,4.35,2.68 +44203,0.51,Ideal,F,VS2,61.4,56.0,1569,5.13,5.16,3.16 +46679,0.59,Ideal,E,SI1,62.9,57.0,1789,5.36,5.33,3.36 +36554,0.4,Ideal,E,SI1,62.0,57.0,945,4.78,4.74,2.95 +19552,1.6,Premium,H,SI2,59.4,59.0,8184,7.55,7.6,4.5 +27350,1.07,Very Good,D,IF,59.0,59.0,17909,6.63,6.72,3.94 +32625,0.31,Very Good,H,VS2,58.9,61.0,457,4.43,4.46,2.62 +26148,2.0,Premium,H,SI2,60.7,60.0,15451,8.11,8.07,4.91 +27684,2.0,Very Good,E,SI1,60.5,59.0,18709,8.09,8.14,4.94 +28951,0.31,Very Good,E,SI2,61.2,61.0,435,4.36,4.37,2.67 +9308,1.21,Premium,J,SI1,59.7,60.0,4574,6.93,6.9,4.13 +17605,1.23,Premium,H,VS2,62.9,57.0,7089,6.84,6.77,4.28 +11868,1.12,Premium,D,SI2,58.2,60.0,5107,6.9,6.81,3.99 +33741,0.31,Ideal,D,VVS2,62.2,54.0,840,4.34,4.38,2.71 +31770,0.32,Ideal,G,VS1,61.9,55.0,773,4.42,4.4,2.73 +42306,0.55,Very Good,D,SI2,63.3,56.0,1295,5.22,5.24,3.31 +33452,0.32,Premium,G,VS1,62.4,58.0,828,4.4,4.35,2.73 +39753,0.5,Fair,H,SI1,64.9,54.0,1094,5.01,4.98,3.24 +302,0.83,Very Good,E,SI2,58.0,62.0,2799,6.19,6.25,3.61 +34620,0.27,Premium,E,VS1,61.5,58.0,470,4.17,4.22,2.58 +43935,0.31,Ideal,F,SI1,62.0,55.2,515,4.32,4.35,2.69 +48883,0.73,Premium,J,VS1,60.2,58.0,2037,5.87,5.82,3.52 +49599,0.71,Very Good,G,SI1,63.2,58.0,2137,5.58,5.68,3.56 +7550,1.01,Premium,G,SI2,62.5,60.0,4249,6.34,6.39,3.98 +31674,0.26,Ideal,F,VVS2,61.6,57.0,769,4.1,4.08,2.52 +30808,0.3,Fair,F,VVS2,65.5,61.0,743,4.19,4.15,2.73 +25190,1.84,Premium,H,SI1,59.7,58.0,13779,7.98,8.01,4.77 +26727,0.32,Ideal,G,VS1,61.2,56.0,645,4.39,4.43,2.7 +1592,0.83,Ideal,F,SI1,62.1,57.0,3010,6.0,6.02,3.73 +45952,0.56,Premium,D,SI1,60.6,59.0,1723,5.34,5.36,3.24 +39053,0.54,Ideal,I,SI1,62.0,55.0,1057,5.21,5.25,3.24 +4447,0.91,Very Good,I,VVS2,63.5,59.0,3618,6.1,6.06,3.86 +3889,0.75,Premium,G,VVS2,62.5,56.0,3486,5.84,5.78,3.63 +9014,1.01,Very Good,H,SI1,63.5,62.0,4513,6.36,6.24,4.0 +2818,1.0,Very Good,I,VS2,63.2,58.0,3265,6.43,6.32,4.03 +24556,1.58,Very Good,E,SI1,62.9,59.0,12844,7.38,7.43,4.66 +51214,0.7,Ideal,G,SI1,61.9,57.0,2352,5.69,5.65,3.51 +17220,1.07,Premium,F,VS1,60.6,61.0,6885,6.62,6.56,3.99 +53713,0.71,Ideal,D,SI1,61.5,56.0,2719,5.7,5.75,3.52 +24130,1.62,Ideal,G,SI1,62.2,56.0,12295,7.48,7.53,4.67 +52740,0.71,Good,F,VS1,58.0,61.0,2559,5.83,5.85,3.39 +48082,0.55,Premium,F,VS2,59.0,58.0,1931,5.38,5.33,3.16 +38247,0.32,Ideal,E,IF,61.1,58.0,1018,4.42,4.45,2.71 +41880,0.57,Premium,F,SI1,61.1,60.0,1257,5.44,5.33,3.24 +25578,1.51,Very Good,D,VS2,63.2,58.0,14416,7.29,7.33,4.62 +17546,1.22,Premium,F,SI1,62.5,59.0,7059,6.83,6.78,4.25 +45940,0.52,Ideal,G,VS1,61.4,56.0,1722,5.18,5.21,3.19 +51473,0.73,Very Good,H,SI1,62.6,58.0,2377,5.75,5.76,3.6 +49023,0.57,Ideal,H,VVS1,60.9,56.0,2052,5.38,5.36,3.27 +21778,1.09,Ideal,F,VVS2,62.5,55.0,9845,6.6,6.52,4.1 +19675,1.7,Good,J,VS2,63.6,59.0,8282,7.53,7.48,4.77 +43871,0.53,Very Good,G,VS2,62.5,56.0,1450,5.16,5.18,3.23 +41355,0.43,Ideal,I,VS1,61.8,55.0,1218,4.88,4.9,3.02 +12962,1.0,Very Good,D,SI1,62.1,58.0,5390,6.34,6.45,3.97 +53892,0.56,Ideal,E,VVS1,62.1,56.0,2750,5.28,5.29,3.28 +14495,1.11,Ideal,H,SI1,61.6,56.0,5854,6.69,6.73,4.07 +53438,0.7,Premium,E,VS2,60.9,59.0,2673,5.68,5.71,3.47 +48391,0.5,Ideal,G,VVS1,62.7,57.0,1966,5.07,5.1,3.19 +12195,1.08,Very Good,E,SI1,63.1,59.0,5189,6.53,6.49,4.11 +47441,0.53,Ideal,F,VS1,61.5,56.0,1856,5.26,5.22,3.22 +1983,0.7,Ideal,D,VS1,61.9,57.0,3093,5.69,5.72,3.53 +51088,0.72,Premium,H,SI1,59.9,58.0,2334,5.85,5.81,3.49 +6056,0.32,Ideal,I,VS2,62.0,57.0,576,4.41,4.36,2.72 +53104,0.83,Good,G,SI2,63.7,56.0,2614,5.92,5.95,3.78 +33538,0.35,Ideal,D,VS2,62.4,57.0,829,4.51,4.56,2.83 +13380,0.32,Ideal,H,SI2,61.9,54.0,420,4.42,4.46,2.75 +648,0.73,Very Good,F,VS1,61.8,59.0,2843,5.73,5.79,3.56 +23573,1.28,Ideal,F,VS1,61.7,55.0,11580,7.01,6.98,4.32 +14122,1.21,Very Good,I,VS1,60.6,60.0,5726,6.89,6.85,4.16 +46897,0.56,Ideal,F,VS2,61.3,54.0,1814,5.37,5.34,3.28 +46659,0.51,Ideal,D,VS2,62.4,55.0,1787,5.11,5.14,3.2 +31811,0.43,Good,D,SI1,63.8,55.0,774,4.79,4.8,3.06 +15922,1.52,Premium,J,SI1,61.0,59.0,6367,7.41,7.35,4.5 +974,0.8,Ideal,G,SI2,62.5,55.0,2893,5.89,5.92,3.69 +43660,0.57,Ideal,E,SI1,61.5,56.0,1436,5.32,5.35,3.28 +18728,1.0,Ideal,G,VS1,62.5,54.0,7648,6.4,6.44,4.01 +21523,1.05,Ideal,E,VS2,61.7,55.0,9624,6.54,6.55,4.04 +3198,0.91,Good,G,SI1,64.3,60.0,3344,6.04,6.12,3.91 +48785,0.7,Very Good,I,SI1,61.1,56.0,2021,5.74,5.75,3.51 +3966,0.9,Premium,F,SI2,61.5,61.0,3507,6.1,6.06,3.74 +51334,0.7,Very Good,F,VS2,58.9,58.0,2362,5.77,5.8,3.41 +48636,0.37,Very Good,H,VS2,61.2,54.0,537,4.62,4.7,2.85 +39455,0.57,Ideal,H,SI2,62.3,56.0,1077,5.31,5.28,3.3 +27948,0.31,Good,G,SI1,63.3,57.0,431,4.3,4.33,2.73 +22685,0.4,Ideal,E,SI2,61.0,58.0,629,4.76,4.78,2.91 +43514,0.63,Ideal,I,VS2,62.1,54.0,1423,5.51,5.54,3.43 +4971,1.51,Fair,F,I1,67.8,59.0,3734,7.09,7.0,4.78 +983,0.7,Ideal,G,VVS2,62.1,53.0,2895,5.71,5.75,3.56 +30863,0.33,Premium,G,VS2,61.1,59.0,743,4.47,4.43,2.72 +6582,0.9,Ideal,D,SI2,62.4,56.0,4078,6.16,6.24,3.87 +51950,0.71,Very Good,E,SI1,63.1,59.0,2441,5.75,5.62,3.59 +16571,1.01,Premium,G,VS1,60.2,59.0,6618,6.58,6.51,3.94 +10051,0.3,Ideal,H,VVS2,60.8,58.0,590,4.33,4.38,2.65 +31113,0.3,Very Good,D,VVS2,63.0,56.0,754,4.29,4.31,2.71 +15614,1.12,Very Good,F,SI1,62.9,57.0,6262,6.6,6.62,4.16 +41547,0.5,Good,D,SI1,57.2,60.0,1235,5.25,5.2,2.99 +17734,1.18,Premium,G,VS2,62.3,62.0,7137,6.72,6.69,4.18 +16738,0.41,Good,I,SI1,63.8,57.0,611,4.67,4.7,2.99 +46388,0.5,Very Good,G,VVS2,62.8,57.0,1764,5.05,5.07,3.18 +10619,1.1,Ideal,E,SI2,61.6,57.0,4829,6.68,6.64,4.1 +12769,1.07,Premium,H,VS2,62.1,59.0,5327,6.52,6.56,4.06 +21336,1.57,Premium,I,VS2,62.2,59.0,9478,7.44,7.42,4.62 +40996,0.5,Premium,E,SI2,61.8,59.0,1181,5.07,5.03,3.12 +12676,1.01,Premium,D,SI1,58.3,58.0,5305,6.65,6.59,3.86 +8914,1.05,Ideal,I,SI1,61.0,57.0,4494,6.55,6.62,4.02 +46215,0.64,Premium,D,SI2,62.8,54.0,1751,5.52,5.5,3.46 +1607,0.75,Ideal,H,SI1,61.9,55.0,3011,5.82,5.85,3.61 +18494,1.72,Premium,F,I1,60.1,58.0,7532,7.77,7.74,4.66 +7767,0.91,Good,G,VS1,63.4,54.0,4284,6.07,6.24,3.9 +52801,0.83,Ideal,J,VS2,62.1,56.0,2570,5.98,6.03,3.73 +49638,0.32,Premium,G,SI2,62.3,58.0,540,4.42,4.37,2.74 +43531,0.43,Ideal,E,VVS2,61.7,55.0,1426,4.86,4.87,3.0 +40154,0.46,Ideal,E,SI2,61.3,56.0,1116,5.02,4.96,3.06 +42604,0.36,Ideal,I,VS2,61.8,55.0,505,4.58,4.61,2.84 +33360,0.41,Good,J,IF,63.5,54.0,827,4.7,4.75,3.0 +27049,0.32,Premium,F,VS2,61.2,59.0,645,4.4,4.42,2.7 +30244,0.33,Ideal,E,VS2,62.1,56.0,723,4.4,4.45,2.75 +26877,1.73,Very Good,G,VS2,62.9,58.0,16807,7.58,7.65,4.79 +52239,0.78,Ideal,G,SI2,61.7,54.0,2485,5.93,5.97,3.67 +23292,1.7,Premium,F,SI2,60.1,58.0,11322,7.74,7.67,4.63 +49059,0.7,Very Good,H,SI2,60.7,57.0,2058,5.72,5.75,3.48 +3812,0.73,Ideal,D,VS2,61.4,56.0,3467,5.81,5.78,3.56 +21945,1.13,Ideal,F,VS1,60.9,57.0,10016,6.73,6.76,4.11 +11250,1.21,Ideal,J,SI1,61.9,57.0,4968,6.84,6.89,4.25 +16886,1.02,Good,G,VS1,63.3,58.0,6738,6.38,6.42,4.05 +51490,0.75,Good,I,VVS1,63.9,61.0,2381,5.7,5.67,3.63 +38705,0.37,Premium,E,VS2,61.8,59.0,1041,4.6,4.56,2.83 +48505,0.59,Premium,H,VVS1,62.0,58.0,1982,5.38,5.36,3.33 +18471,1.31,Ideal,H,SI1,60.8,56.0,7519,7.12,7.08,4.32 +36716,0.41,Premium,E,SI2,61.7,58.0,953,4.8,4.76,2.95 +3574,0.96,Good,D,SI2,64.0,62.0,3419,6.16,6.13,3.93 +27501,2.07,Ideal,H,SI2,63.5,53.0,18198,8.12,8.09,5.14 +31402,0.3,Ideal,G,VVS1,61.5,57.0,764,4.28,4.31,2.64 +46759,0.71,Ideal,H,SI2,62.6,56.0,1800,5.75,5.69,3.58 +37517,0.33,Ideal,E,VVS1,62.2,55.0,986,4.42,4.46,2.76 +19989,1.29,Premium,G,VS2,61.9,58.0,8530,7.02,6.97,4.33 +53211,0.77,Very Good,G,SI1,58.4,63.0,2635,5.95,6.03,3.5 +26894,2.04,Very Good,I,VS2,62.5,58.0,16874,8.09,8.22,5.1 +20048,0.28,Ideal,E,VS1,61.4,56.0,625,4.24,4.2,2.59 +17253,1.52,Fair,I,SI2,64.7,58.0,6905,7.19,7.22,4.66 +14160,1.31,Premium,I,SI2,60.5,59.0,5744,7.11,7.04,4.28 +33576,0.39,Very Good,F,VS2,60.1,56.0,832,4.77,4.82,2.88 +8012,1.15,Premium,E,SI2,61.7,60.0,4328,6.78,6.7,4.16 +4665,0.71,Very Good,D,VVS2,62.7,59.0,3670,5.64,5.69,3.55 +6945,0.95,Premium,E,SI2,60.7,59.0,4142,6.3,6.36,3.84 +29904,0.39,Ideal,F,SI1,61.8,55.0,711,4.66,4.71,2.9 +49235,0.7,Ideal,I,SI1,62.1,58.0,2083,5.68,5.72,3.54 +39733,0.53,Very Good,G,SI2,60.9,55.0,1092,5.26,5.29,3.21 +42660,0.4,Ideal,E,VVS1,62.4,57.0,1333,4.67,4.72,2.93 +726,0.34,Good,E,SI1,63.5,55.0,556,4.44,4.47,2.83 +14095,0.91,Ideal,D,SI1,60.6,56.0,5717,6.27,6.3,3.81 +37133,0.41,Ideal,H,VVS1,60.5,55.0,971,4.83,4.89,2.94 +1576,0.7,Premium,E,VVS2,62.7,53.0,3007,5.65,5.61,3.53 +50825,0.64,Ideal,H,VVS1,62.2,58.0,2308,5.49,5.51,3.42 +18947,1.06,Ideal,G,VS1,61.2,56.0,7790,6.56,6.62,4.03 +36466,0.31,Ideal,D,VS2,62.7,57.0,942,4.34,4.3,2.71 +27627,1.83,Premium,G,VS2,60.5,59.0,18525,7.99,7.89,4.8 +44962,0.55,Ideal,F,VS2,62.0,56.0,1636,5.3,5.25,3.27 +17807,1.0,Ideal,E,VS2,62.5,57.0,7177,6.38,6.45,4.01 +14752,1.23,Ideal,H,SI1,62.3,57.0,5938,6.85,6.89,4.28 +43064,0.45,Ideal,G,IF,62.0,53.0,1377,4.94,4.99,3.08 +11062,0.28,Good,F,VVS2,61.2,62.0,596,4.16,4.21,2.56 +6155,0.83,Ideal,D,SI1,61.3,56.0,3990,6.04,6.06,3.71 +37566,0.31,Ideal,G,IF,62.7,57.0,988,4.34,4.31,2.71 +2162,0.74,Ideal,G,SI1,60.6,55.0,3130,5.87,5.93,3.57 +33314,0.35,Premium,D,SI1,60.2,57.0,827,4.61,4.56,2.76 +19847,1.12,Very Good,G,VVS1,60.9,57.0,8408,6.67,6.72,4.08 +22511,1.51,Premium,H,VS2,61.5,58.0,10548,7.45,7.32,4.45 +38660,0.42,Ideal,D,SI1,61.7,56.0,1040,4.83,4.79,2.97 +23486,1.54,Ideal,G,VS2,61.5,57.0,11487,7.44,7.41,4.57 +39488,0.41,Ideal,E,VS1,62.7,55.0,1079,4.72,4.76,2.97 +30181,0.33,Ideal,I,VVS2,61.0,56.0,722,4.48,4.51,2.74 +28415,0.29,Ideal,E,VVS1,62.7,55.0,669,4.2,4.22,2.64 +28590,0.3,Ideal,G,VS2,61.3,56.0,675,4.3,4.28,2.63 +12190,1.09,Premium,D,SI2,60.3,60.0,5186,6.68,6.61,4.01 +39613,0.35,Ideal,I,VS2,59.8,57.0,491,4.59,4.6,2.75 +29136,0.31,Very Good,D,VS2,61.6,55.0,692,4.37,4.4,2.7 +7677,1.2,Very Good,F,SI2,63.3,59.0,4274,6.7,6.66,4.23 +13435,1.2,Very Good,G,SI2,61.7,59.0,5518,6.81,6.86,4.22 +36497,0.34,Ideal,E,VVS2,62.4,55.0,944,4.47,4.51,2.79 +42429,0.41,Very Good,F,IF,61.6,58.0,1313,4.75,4.79,2.94 +1189,0.7,Premium,G,VVS1,62.0,61.0,2932,5.71,5.62,3.51 +30979,0.37,Premium,F,VS2,61.9,58.0,746,4.54,4.6,2.83 +6019,0.9,Very Good,H,VS1,62.7,56.0,3964,6.15,6.2,3.87 +3129,0.72,Ideal,G,VVS1,61.7,55.0,3326,5.8,5.77,3.57 +41678,0.5,Ideal,E,SI2,62.4,57.0,1240,5.07,5.03,3.15 +15119,1.24,Ideal,I,VS2,62.0,55.0,6076,6.9,6.87,4.27 +445,1.02,Premium,G,I1,60.3,58.0,2815,6.55,6.5,3.94 +43940,0.3,Good,D,SI1,63.1,56.0,515,4.24,4.28,2.69 +27542,2.3,Ideal,H,SI2,61.6,56.0,18304,8.48,8.52,5.24 +12941,1.0,Very Good,G,VS2,60.0,55.0,5385,6.41,6.52,3.88 +2588,0.71,Very Good,E,VS2,60.7,58.0,3217,5.73,5.81,3.5 +30350,0.42,Very Good,E,SI1,61.4,54.0,728,4.83,4.87,2.98 +53575,0.63,Ideal,E,VVS2,61.6,57.0,2697,5.52,5.49,3.39 +27329,2.0,Ideal,F,SI2,62.0,57.0,17871,8.1,8.03,5.0 +17440,1.58,Premium,F,SI2,60.7,60.0,6990,7.54,7.51,4.57 +1602,0.7,Ideal,F,VS2,61.9,55.0,3011,5.7,5.74,3.54 +34247,0.38,Very Good,J,VVS2,63.4,56.0,855,4.62,4.56,2.91 +5730,0.25,Very Good,E,VVS1,60.7,58.0,575,4.07,4.1,2.48 +43806,0.51,Very Good,G,VS2,63.4,55.0,1443,5.06,5.03,3.2 +3557,0.92,Very Good,H,SI2,62.8,59.0,3417,6.14,6.16,3.86 +40406,0.54,Ideal,G,SI2,62.3,58.0,1133,5.17,5.2,3.23 +53118,0.75,Very Good,G,SI1,62.3,55.0,2617,5.81,5.85,3.63 +52069,0.54,Ideal,F,VVS2,62.0,55.0,2454,5.24,5.25,3.25 +6070,1.13,Very Good,E,SI2,59.4,62.0,3967,6.78,6.83,4.04 +50664,0.31,Very Good,H,VS1,61.4,56.0,544,4.37,4.39,2.69 +21925,1.23,Very Good,G,VVS2,62.2,57.0,9999,6.8,6.87,4.25 +7014,0.9,Premium,F,SI1,61.2,59.0,4158,6.19,6.16,3.78 +9656,1.01,Premium,H,SI1,62.8,58.0,4642,6.38,6.36,4.0 +38574,0.4,Premium,H,VS1,62.6,58.0,1035,4.71,4.68,2.94 +15494,1.0,Very Good,G,VS2,62.7,59.0,6208,6.32,6.38,3.98 +29394,0.31,Good,E,SI1,63.9,56.0,698,4.31,4.27,2.74 +20285,1.73,Good,J,SI1,65.6,55.0,8703,7.42,7.47,4.88 +10314,0.81,Ideal,E,VS1,61.6,55.0,4764,5.96,6.02,3.69 +22459,2.0,Fair,I,SI2,65.2,59.0,10483,7.74,7.69,5.03 +10520,0.9,Very Good,D,VS2,60.9,62.0,4804,6.11,6.18,3.74 +38870,0.4,Premium,F,VS1,62.5,57.0,1050,4.72,4.69,2.94 +27736,1.6,Ideal,F,VS1,62.0,56.0,18780,7.47,7.52,4.65 +29869,0.3,Ideal,D,VS2,61.8,55.0,710,4.32,4.36,2.68 +9647,1.01,Good,G,SI1,62.8,58.0,4641,6.36,6.29,3.97 +49613,0.9,Fair,E,I1,59.9,66.0,2138,6.18,6.14,3.69 +1977,0.98,Very Good,H,SI2,63.4,57.0,3091,6.41,6.32,4.04 +41310,0.5,Very Good,F,SI1,60.2,62.0,1213,5.1,5.13,3.08 +21062,1.5,Very Good,H,SI1,62.4,58.0,9237,7.29,7.26,4.54 +12349,1.05,Premium,H,SI1,61.3,58.0,5228,6.52,6.47,3.98 +47053,0.71,Premium,I,SI2,60.3,58.0,1821,5.72,5.78,3.47 +33972,0.27,Ideal,E,VVS1,61.7,57.0,846,4.16,4.14,2.56 +13253,1.1,Premium,H,SI1,60.7,59.0,5476,6.72,6.7,4.07 +13141,1.22,Ideal,G,SI2,62.9,56.0,5436,6.86,6.78,4.29 +26449,1.55,Premium,D,VS2,61.5,58.0,15991,7.48,7.51,4.61 +29510,0.32,Premium,E,VS2,60.5,59.0,702,4.39,4.43,2.67 +2600,0.77,Ideal,E,SI1,61.6,57.0,3218,5.91,5.87,3.63 +30694,0.3,Premium,F,VVS2,61.4,59.0,737,4.31,4.36,2.66 +8810,1.08,Ideal,I,SI1,61.4,57.0,4476,6.67,6.62,4.08 +9443,0.83,Ideal,F,VS1,62.3,56.4,4592,5.97,6.02,3.73 +26653,2.28,Ideal,J,VS2,62.7,57.0,16450,8.43,8.36,5.26 +3363,0.31,Very Good,I,VS2,59.3,59.0,406,4.38,4.42,2.61 +4708,1.0,Good,J,SI1,63.9,60.0,3679,6.26,6.19,3.98 +24228,2.01,Premium,H,SI2,60.8,59.0,12423,8.08,8.0,4.89 +41508,0.57,Very Good,F,SI2,60.1,56.0,1235,5.4,5.42,3.25 +41110,0.54,Premium,G,SI2,61.4,59.0,1195,5.24,5.21,3.21 +48786,0.53,Ideal,D,SI1,60.4,57.0,2021,5.28,5.31,3.2 +25340,2.3,Premium,H,SI2,60.6,59.0,14042,8.4,8.37,5.08 +23515,1.56,Ideal,G,SI1,61.2,56.0,11522,7.49,7.51,4.59 +7452,1.14,Good,G,SI2,63.7,60.0,4233,6.69,6.6,4.24 +27432,2.01,Very Good,I,VS1,62.9,59.0,18041,7.94,8.03,5.02 +16369,0.33,Very Good,D,SI1,61.5,60.0,608,4.41,4.44,2.72 +13730,0.27,Premium,E,VS1,61.5,58.0,603,4.22,4.17,2.58 +39978,0.5,Ideal,G,SI2,61.4,57.0,1107,5.1,5.13,3.14 +9393,1.17,Good,I,SI1,60.0,64.0,4586,6.91,6.83,4.12 +50607,0.61,Ideal,E,VS1,61.7,55.0,2285,5.45,5.47,3.37 +21206,1.5,Ideal,F,SI1,62.7,56.0,9347,7.25,7.35,4.58 +8862,0.9,Very Good,E,VS2,63.3,59.0,4482,6.08,6.12,3.86 +991,0.77,Premium,E,SI1,60.9,58.0,2896,5.94,5.88,3.6 +41347,0.4,Very Good,E,VVS1,60.0,58.0,1217,4.77,4.8,2.87 +39923,0.41,Premium,D,VVS2,62.2,58.0,1105,4.78,4.8,2.98 +43653,0.53,Ideal,H,VS2,61.7,56.0,1435,5.17,5.21,3.2 +26692,0.28,Very Good,H,VS1,61.9,56.0,429,4.18,4.2,2.59 +31856,0.3,Ideal,H,VVS2,61.5,57.0,776,4.34,4.31,2.66 +36303,0.32,Premium,H,VVS1,61.5,59.0,936,4.41,4.37,2.7 +49510,0.73,Ideal,J,VS1,62.0,53.0,2121,5.78,5.82,3.6 +33398,0.39,Ideal,F,VS2,62.1,53.0,828,4.73,4.77,2.95 +44885,0.5,Ideal,E,VS2,62.9,54.0,1629,5.14,5.1,3.22 +10661,1.2,Very Good,I,SI1,63.1,58.0,4838,6.72,6.66,4.22 +28189,0.4,Premium,D,SI2,60.0,58.0,666,4.8,4.84,2.89 +13698,1.23,Ideal,I,SI1,62.1,58.0,5600,6.82,6.86,4.25 +5684,1.05,Premium,E,SI2,62.2,59.0,3886,6.51,6.44,4.03 +33720,0.42,Good,H,SI1,63.6,57.0,838,4.79,4.74,3.03 +25817,1.61,Premium,F,VS2,61.6,61.0,14833,7.54,7.47,4.62 +51723,0.7,Ideal,F,SI1,61.8,55.0,2401,5.71,5.75,3.54 +47056,0.61,Ideal,G,VS2,61.4,55.7,1821,5.43,5.53,3.37 +27358,2.16,Premium,I,SI1,58.5,60.0,17934,8.54,8.49,4.98 +21130,1.22,Ideal,G,VS1,62.2,56.0,9292,6.88,6.85,4.27 +20572,1.21,Very Good,E,VS2,61.5,59.0,8886,6.82,6.88,4.21 +34307,0.36,Good,F,VVS1,62.4,63.0,858,4.46,4.51,2.8 +42547,0.85,Fair,H,I1,61.0,61.0,1324,6.2,6.0,3.73 +9689,1.17,Very Good,H,SI1,63.1,56.0,4652,6.76,6.71,4.25 +52464,0.71,Very Good,E,SI1,63.2,57.0,2516,5.72,5.67,3.6 +15416,1.05,Premium,D,SI1,59.3,58.0,6174,6.74,6.68,3.98 +12138,1.26,Premium,J,VS2,62.0,60.0,5173,7.0,6.86,4.3 +35887,0.32,Ideal,G,IF,61.2,56.0,918,4.4,4.43,2.7 +26798,2.21,Premium,F,SI2,59.6,60.0,16657,8.53,8.49,5.07 +3835,1.0,Good,H,SI2,63.7,58.0,3472,6.28,6.15,3.96 +33583,0.44,Premium,F,SI2,62.8,60.0,832,4.86,4.82,3.04 +50666,0.31,Good,E,SI1,63.1,57.0,544,4.28,4.31,2.71 +278,0.81,Premium,I,VVS2,61.9,60.0,2795,5.91,5.86,3.64 +897,0.77,Ideal,H,SI1,62.4,56.0,2875,5.84,5.9,3.66 +16892,1.2,Premium,E,SI1,62.5,56.0,6742,6.75,6.71,4.21 +28285,0.32,Premium,J,SI1,62.2,59.0,365,4.37,4.41,2.73 +1519,0.74,Ideal,I,VS2,61.9,55.0,2997,5.8,5.83,3.6 +9831,1.01,Premium,D,SI2,61.8,60.0,4672,6.41,6.37,3.95 +9187,0.9,Very Good,F,SI1,63.3,55.0,4545,6.18,6.12,3.89 +48089,0.63,Ideal,F,SI1,59.9,59.0,1932,5.59,5.63,3.36 +49834,0.5,Very Good,E,VVS2,59.3,56.0,2168,5.25,5.3,3.13 +10913,1.14,Very Good,H,SI1,59.2,58.0,4890,6.8,6.86,4.04 +38436,0.38,Premium,F,VS2,60.9,56.0,1026,4.72,4.67,2.86 +50627,0.3,Ideal,E,SI2,60.9,59.0,401,4.29,4.32,2.62 +52995,0.7,Premium,G,VS2,61.3,58.0,2596,5.74,5.68,3.5 +15685,2.49,Fair,J,I1,66.3,58.0,6289,8.26,8.18,5.45 +23712,0.4,Ideal,G,SI2,62.0,56.0,632,4.73,4.76,2.94 +19878,1.13,Ideal,E,VS2,61.4,58.0,8430,6.71,6.74,4.13 +24941,2.03,Ideal,I,SI2,60.8,59.0,13398,8.12,8.2,4.96 +32890,0.36,Premium,E,SI1,60.9,60.0,810,4.61,4.56,2.79 +28434,0.3,Ideal,E,VS1,61.9,56.0,670,4.28,4.31,2.66 +10210,1.05,Premium,E,SI2,59.5,59.0,4742,6.65,6.59,3.94 +51367,0.71,Ideal,F,SI2,62.1,54.0,2365,5.72,5.74,3.56 +3707,1.01,Ideal,E,I1,62.0,57.0,3450,6.41,6.37,3.96 +49907,0.75,Very Good,H,SI2,63.0,58.0,2180,5.76,5.79,3.64 +31595,0.2,Premium,E,VS2,59.7,62.0,367,3.84,3.8,2.28 +52866,0.89,Fair,G,SI2,58.9,66.0,2579,6.26,6.16,3.66 +19709,0.42,Very Good,D,SI2,58.6,58.0,625,4.91,4.98,2.9 +31305,0.32,Ideal,D,VS2,62.5,56.0,758,4.38,4.45,2.76 +7505,1.08,Very Good,G,SI2,59.8,57.0,4241,6.66,6.72,4.0 +44861,0.54,Premium,D,VS2,61.6,56.0,1627,5.24,5.18,3.21 +6167,1.01,Ideal,I,VS1,62.8,57.0,3991,6.42,6.38,4.02 +11825,1.05,Ideal,H,SI1,61.4,57.0,5095,6.49,6.54,4.0 +7072,0.33,Ideal,I,VVS2,62.4,57.0,579,4.41,4.44,2.76 +42131,0.53,Ideal,I,VS2,60.3,60.0,1279,5.25,5.22,3.16 +32733,0.31,Very Good,F,VS2,63.4,56.0,802,4.32,4.29,2.73 +38675,0.55,Very Good,I,SI2,63.1,58.0,1041,5.15,5.19,3.26 +28486,0.34,Premium,H,VVS1,61.2,58.0,672,4.48,4.51,2.75 +26077,1.51,Ideal,G,VVS2,60.5,56.0,15303,7.45,7.42,4.5 +26696,0.31,Ideal,J,VS1,61.7,55.1,429,4.36,4.39,2.7 +42974,0.41,Ideal,G,IF,61.7,56.0,1367,4.77,4.8,2.95 +40113,0.41,Very Good,F,VVS2,60.3,58.0,1115,4.79,4.83,2.9 +50196,0.61,Ideal,E,VS2,61.7,56.0,2225,5.46,5.43,3.36 +5937,1.01,Very Good,F,SI2,60.8,63.0,3945,6.32,6.38,3.86 +423,0.71,Ideal,D,SI1,62.4,57.0,2812,5.69,5.72,3.56 +11024,1.33,Fair,E,SI2,65.0,57.0,4916,6.93,6.89,4.49 +4870,1.02,Good,H,SI2,64.3,60.0,3713,6.36,6.25,4.06 +35524,0.43,Very Good,F,VS2,61.3,59.0,905,4.81,4.84,2.96 +34353,0.31,Ideal,D,VS1,62.0,57.0,863,4.35,4.33,2.69 +33993,0.42,Ideal,G,VS2,62.4,54.0,847,4.78,4.83,3.0 +31865,0.3,Premium,H,VVS2,60.8,60.0,776,4.33,4.29,2.62 +22623,1.7,Very Good,I,SI1,61.9,62.0,10680,7.52,7.58,4.67 +13057,1.0,Premium,F,SI1,60.6,62.0,5410,6.43,6.4,3.89 +9170,0.9,Very Good,G,VS2,62.7,59.0,4543,6.09,6.16,3.84 +51858,0.76,Good,G,SI1,57.7,63.0,2425,5.97,6.05,3.47 +31413,0.3,Ideal,G,VVS1,62.3,54.0,764,4.32,4.35,2.7 +25649,2.51,Premium,H,SI2,59.3,61.0,14543,8.81,8.77,5.21 +14021,1.0,Good,G,VS2,63.1,61.0,5702,6.33,6.38,4.01 +3416,0.36,Premium,I,VS1,62.0,59.0,568,4.53,4.6,2.83 +2402,0.72,Ideal,D,SI2,60.5,57.0,3176,5.82,5.89,3.54 +11015,1.01,Very Good,G,SI1,60.6,57.0,4916,6.49,6.52,3.94 +4322,0.9,Very Good,G,SI1,61.6,59.0,3597,6.13,6.19,3.8 +16036,0.3,Premium,I,VS1,63.0,53.0,608,4.31,4.26,2.7 +35238,0.39,Premium,F,VS1,61.7,58.0,894,4.69,4.71,2.9 +46407,0.51,Ideal,D,VS2,60.5,56.0,1767,5.21,5.2,3.15 +51681,0.72,Premium,H,SI1,61.5,56.0,2398,5.8,5.77,3.56 +48856,0.5,Ideal,D,VS1,62.3,54.3,2033,5.05,5.12,3.17 +7682,1.03,Premium,H,SI1,62.4,58.0,4274,6.5,6.42,4.03 +5429,0.94,Premium,E,SI2,60.4,59.0,3825,6.34,6.37,3.84 +47019,0.56,Premium,G,VS1,62.4,58.0,1819,5.22,5.3,3.28 +32152,0.28,Ideal,F,VVS2,62.6,55.0,787,4.2,4.23,2.64 +23182,1.7,Very Good,I,VS2,58.5,59.0,11190,7.81,7.89,4.59 +35171,0.31,Ideal,G,IF,61.6,56.0,891,4.38,4.42,2.71 +41916,0.58,Very Good,H,SI1,62.4,55.0,1262,5.32,5.36,3.33 +12445,1.0,Premium,G,VS1,61.9,60.0,5242,6.39,6.31,3.93 +10178,1.08,Ideal,G,SI2,62.1,57.0,4733,6.56,6.58,4.08 +27566,2.0,Premium,H,SI1,58.2,60.0,18371,8.34,8.26,4.83 +32857,0.4,Very Good,G,VS2,62.8,61.0,807,4.63,4.67,2.92 +28891,0.3,Very Good,G,VVS2,62.3,59.0,684,4.25,4.29,2.66 +17315,1.01,Ideal,G,VS2,62.7,54.0,6937,6.43,6.47,4.04 +10681,1.11,Premium,H,SI1,58.4,60.0,4842,6.87,6.83,4.0 +13557,1.18,Ideal,I,VS1,62.2,57.0,5551,6.76,6.72,4.19 +31885,0.3,Premium,G,VS1,61.8,59.0,776,4.37,4.34,2.69 +8919,1.07,Fair,E,SI2,62.2,66.0,4496,6.57,6.48,4.06 +13444,1.23,Premium,I,VS2,61.7,58.0,5521,6.85,6.87,4.23 +43378,0.5,Premium,F,SI1,62.5,59.0,1409,5.03,4.99,3.13 +53340,0.55,Very Good,E,VVS2,59.9,58.0,2656,5.29,5.33,3.18 +15970,1.01,Fair,F,VS1,64.5,59.0,6391,6.27,6.19,4.02 +45002,0.57,Ideal,F,VS2,62.1,55.0,1637,5.31,5.35,3.31 +24692,0.41,Good,E,SI2,63.2,58.0,638,4.68,4.72,2.97 +49708,0.77,Ideal,J,SI1,61.6,55.0,2147,5.87,5.93,3.63 +50478,0.7,Very Good,F,SI1,62.3,57.0,2267,5.62,5.65,3.51 +25942,1.8,Ideal,H,VS1,62.3,56.0,15105,7.79,7.76,4.84 +45387,0.55,Ideal,E,VS2,61.4,56.0,1667,5.26,5.32,3.25 +37425,0.33,Ideal,E,VVS1,61.5,56.0,984,4.46,4.49,2.75 +16238,1.18,Ideal,I,VVS1,59.7,54.0,6494,6.99,6.92,4.15 +8407,0.9,Good,G,VS1,63.9,60.0,4401,6.14,6.09,3.91 +46784,0.58,Ideal,I,VVS1,62.1,56.0,1805,5.34,5.32,3.31 +39296,0.3,Ideal,H,VS2,62.5,57.0,491,4.26,4.29,2.67 +5500,0.91,Ideal,G,SI2,60.8,57.0,3844,6.28,6.22,3.81 +28684,0.24,Ideal,F,IF,60.7,57.0,678,3.99,4.04,2.43 +1904,0.91,Fair,D,SI2,62.5,66.0,3079,6.08,6.01,3.78 +6530,0.9,Good,D,SI1,63.2,62.0,4068,6.06,6.13,3.85 +43288,0.31,Ideal,H,VS2,61.7,55.0,507,4.34,4.38,2.69 +47135,0.53,Ideal,F,VS1,61.2,56.0,1830,5.22,5.24,3.2 +48264,0.46,Ideal,E,VVS1,62.5,53.0,1955,4.95,5.0,3.11 +17053,0.41,Ideal,F,SI2,61.6,54.0,612,4.78,4.8,2.95 +30272,0.31,Very Good,H,SI1,59.0,57.0,446,4.4,4.44,2.61 +25722,2.03,Ideal,G,SI1,62.0,57.0,14637,8.1,8.05,5.01 +4040,1.0,Good,I,SI2,63.9,60.0,3528,6.3,6.26,4.01 +9861,1.02,Good,F,SI1,63.7,61.0,4678,6.27,6.23,3.98 +8574,1.0,Very Good,E,SI1,63.1,58.0,4435,6.34,6.2,3.95 +43067,0.54,Good,D,SI2,59.1,65.0,1377,5.28,5.32,3.13 +45735,0.52,Ideal,H,VS1,61.0,56.0,1699,5.15,5.23,3.17 +45374,0.58,Ideal,F,VS2,62.1,55.0,1666,5.33,5.37,3.32 +6720,0.3,Ideal,D,SI2,61.1,58.0,413,4.31,4.33,2.64 +287,0.81,Very Good,H,SI2,61.3,59.0,2797,5.94,6.01,3.66 +46692,0.53,Ideal,G,VS1,61.5,57.0,1791,5.21,5.23,3.21 +10629,1.2,Ideal,J,SI1,62.3,56.0,4830,6.77,6.81,4.23 +2157,0.7,Ideal,D,VS2,61.5,56.0,3129,5.7,5.74,3.52 +25045,0.3,Ideal,F,SI1,62.8,56.0,641,4.26,4.24,2.67 +17387,0.32,Premium,G,SI1,62.5,58.0,612,4.43,4.4,2.76 +25908,2.01,Very Good,G,SI1,63.5,60.0,15038,7.98,7.89,5.04 +11735,1.04,Very Good,G,SI1,61.8,59.0,5070,6.49,6.55,4.03 +44499,0.51,Ideal,G,VS1,62.2,55.0,1599,5.13,5.16,3.2 +36535,0.42,Premium,F,VS2,61.9,58.0,945,4.8,4.76,2.96 +47218,0.5,Ideal,F,VS1,62.5,57.0,1838,5.09,5.06,3.17 +43143,0.46,Premium,D,VS2,60.9,58.0,1388,4.97,4.94,3.02 +32912,0.42,Premium,D,SI1,59.8,59.0,810,4.86,4.91,2.92 +26483,1.75,Very Good,G,VS2,62.8,59.0,16073,7.53,7.62,4.76 +9081,0.9,Very Good,D,VS2,63.5,61.0,4521,6.16,6.09,3.89 +43658,0.71,Fair,J,VS2,64.9,54.0,1435,5.63,5.53,3.62 +24050,0.38,Very Good,E,SI2,61.6,57.0,633,4.61,4.65,2.85 +25146,1.53,Ideal,D,SI1,61.2,56.0,13714,7.48,7.45,4.57 +9722,1.01,Ideal,G,SI1,61.4,55.0,4653,6.46,6.5,3.98 +36952,0.25,Very Good,F,VS1,60.7,57.0,480,4.06,4.09,2.47 +1340,0.63,Ideal,F,VVS2,62.3,56.0,2961,5.48,5.5,3.42 +21944,1.53,Premium,I,VS2,62.0,58.0,10013,7.36,7.41,4.58 +12102,1.09,Very Good,E,SI2,62.2,58.0,5165,6.54,6.61,4.09 +33823,0.32,Ideal,G,VVS1,60.8,56.0,842,4.37,4.44,2.68 +44487,0.51,Very Good,D,VS2,62.9,56.0,1597,5.07,5.1,3.2 +51518,0.72,Premium,E,SI1,62.1,58.0,2385,5.72,5.69,3.54 +44076,0.62,Premium,G,SI1,62.6,60.0,1552,5.42,5.38,3.38 +33758,0.31,Ideal,G,IF,61.5,57.0,840,4.35,4.37,2.68 +5917,0.71,Premium,E,VVS1,61.8,56.0,3936,5.71,5.68,3.52 +12240,1.1,Ideal,I,SI1,61.6,55.0,5199,6.66,6.68,4.11 +41521,0.43,Ideal,F,VS1,61.4,56.0,1235,4.87,4.9,3.0 +52491,0.75,Ideal,H,SI1,62.9,57.0,2523,5.75,5.8,3.63 +37474,0.42,Ideal,G,VS1,61.3,57.0,984,4.81,4.78,2.94 +806,0.83,Premium,G,SI1,62.3,58.0,2863,6.01,5.97,3.73 +6044,0.32,Ideal,E,SI2,62.0,55.0,576,4.41,4.36,2.72 +25458,1.52,Very Good,F,VS2,63.5,57.0,14217,7.23,7.29,4.61 +22053,1.16,Ideal,G,IF,62.3,55.0,10082,6.79,6.73,4.21 +18920,1.07,Very Good,E,VS1,62.0,60.0,7768,6.49,6.58,4.05 +41177,0.4,Premium,G,VVS1,60.9,57.0,1200,4.8,4.76,2.91 +39243,0.42,Premium,H,VVS1,62.0,58.0,1068,4.79,4.82,2.98 +42303,0.44,Ideal,D,VS1,61.3,56.0,1294,4.92,4.87,3.0 +29023,0.31,Ideal,G,VVS2,62.4,54.0,687,4.37,4.38,2.73 +39577,0.42,Ideal,I,VS2,62.1,56.0,1081,4.78,4.85,2.99 +17458,1.01,Very Good,D,VS2,60.6,56.0,7001,6.45,6.51,3.93 +14294,1.34,Very Good,J,SI2,62.3,61.0,5787,6.97,7.05,4.37 +1619,0.81,Ideal,E,SI2,61.8,56.0,3013,6.0,5.97,3.7 +2153,0.73,Ideal,G,VVS2,62.2,55.0,3127,5.77,5.74,3.58 +21528,1.06,Ideal,D,VS1,62.0,57.0,9625,6.49,6.54,4.04 +38474,0.38,Ideal,H,VVS2,62.1,56.0,1031,4.64,4.67,2.89 +49409,0.74,Ideal,J,VVS2,61.7,55.0,2106,5.83,5.87,3.61 +25184,1.52,Ideal,G,VS2,62.1,56.0,13768,7.39,7.34,4.57 +38551,0.41,Premium,H,VS1,62.8,59.0,1033,4.73,4.64,2.94 +43523,0.56,Very Good,F,SI1,63.9,59.0,1425,5.16,5.22,3.32 +32962,0.32,Ideal,G,SI1,61.3,57.0,461,4.42,4.45,2.72 +16565,1.01,Very Good,G,VS1,63.2,58.0,6618,6.38,6.34,4.02 +30200,0.42,Good,F,SI1,63.3,56.0,722,4.75,4.79,3.02 +1826,0.91,Premium,J,VS2,61.6,58.0,3058,6.28,6.23,3.85 +26306,1.7,Premium,E,SI1,61.8,58.0,15804,7.62,7.52,4.68 +16366,0.33,Ideal,D,SI1,62.4,54.0,608,4.41,4.44,2.76 +50529,0.75,Premium,F,SI2,60.9,58.0,2274,5.88,5.91,3.59 +46619,0.51,Ideal,D,VS2,62.3,55.0,1787,5.12,5.19,3.21 +10625,1.07,Ideal,H,SI1,62.0,57.0,4830,6.51,6.56,4.05 +28355,0.34,Ideal,H,VVS2,61.7,55.0,667,4.48,4.5,2.77 +37855,0.4,Ideal,D,VS1,60.6,56.0,1003,4.78,4.82,2.91 +34970,0.23,Very Good,E,VVS1,61.4,60.0,472,3.95,3.97,2.43 +48207,0.53,Ideal,E,VS2,61.5,56.0,1948,5.22,5.25,3.22 +22502,1.04,Premium,E,VVS1,62.5,59.0,10539,6.46,6.41,4.02 +49992,0.57,Ideal,E,VS1,61.8,55.0,2192,5.34,5.39,3.32 +15872,1.0,Good,G,VS1,63.6,59.0,6349,6.3,6.34,4.02 +24550,2.05,Very Good,I,SI2,59.8,56.0,12839,8.32,8.41,5.0 +39769,0.36,Ideal,E,VS1,61.7,56.0,1094,4.58,4.56,2.82 +17509,1.14,Ideal,I,VS1,61.1,56.0,7038,6.73,6.76,4.12 +13111,1.24,Very Good,J,VS1,59.1,62.0,5427,7.06,7.04,4.17 +20059,0.31,Good,G,VS1,63.2,57.0,625,4.28,4.33,2.72 +32150,0.28,Very Good,F,IF,59.8,56.0,787,4.27,4.29,2.56 +33163,0.31,Ideal,G,VVS1,60.7,57.0,816,4.37,4.4,2.66 +32978,0.37,Ideal,E,VS2,61.6,57.0,811,4.61,4.65,2.85 +48021,0.71,Very Good,J,VS2,59.0,61.0,1922,5.81,5.85,3.44 +12838,1.08,Ideal,G,SI1,61.8,56.0,5352,6.58,6.55,4.06 +33064,0.32,Ideal,H,IF,61.2,56.0,814,4.4,4.42,2.7 +19987,1.53,Ideal,G,SI1,61.3,57.0,8529,7.42,7.32,4.52 +12601,1.0,Very Good,H,SI1,60.9,58.0,5287,6.43,6.46,3.93 +37836,0.33,Ideal,D,VS2,61.9,53.0,1002,4.49,4.46,2.77 +42991,0.55,Very Good,F,SI1,63.1,56.0,1368,5.22,5.24,3.3 +904,0.71,Ideal,E,VS1,62.4,56.0,2877,5.75,5.7,3.57 +45218,0.51,Ideal,E,VS2,61.9,56.0,1656,5.12,5.16,3.18 +13333,1.22,Ideal,H,SI2,61.7,56.0,5502,6.87,6.93,4.26 +20414,1.31,Ideal,H,VS1,62.5,56.0,8774,7.03,6.95,4.37 +9156,0.9,Good,G,VS1,63.6,58.0,4540,6.09,6.12,3.88 +50762,0.79,Very Good,J,VS2,60.8,56.0,2300,5.98,6.02,3.65 +9222,1.03,Ideal,G,SI2,62.8,54.0,4557,6.51,6.46,4.07 +25597,1.62,Premium,G,VS1,60.7,58.0,14447,7.62,7.54,4.6 +23461,1.72,Premium,H,VS2,59.5,60.0,11455,7.79,7.75,4.62 +20782,1.23,Premium,F,VS2,59.6,58.0,9016,7.02,6.94,4.16 +49963,0.3,Very Good,E,SI2,63.5,55.0,540,4.3,4.27,2.72 +45873,0.5,Ideal,E,VS1,61.9,56.0,1716,5.09,5.12,3.16 +13096,1.21,Premium,H,SI2,62.6,61.0,5421,6.75,6.7,4.21 +4857,0.71,Ideal,F,VS1,61.5,56.0,3710,5.72,5.75,3.52 +39395,0.41,Ideal,I,IF,62.6,57.0,1076,4.78,4.74,2.98 +20662,1.21,Ideal,H,VVS2,61.3,56.0,8950,6.85,6.89,4.21 +15860,1.03,Premium,E,VS2,60.0,59.0,6344,6.54,6.6,3.94 +40502,0.42,Ideal,H,VVS1,62.4,55.0,1142,4.8,4.79,2.99 +40714,0.41,Very Good,D,VVS2,62.5,54.0,1160,4.79,4.81,3.0 +34847,0.3,Ideal,G,VVS2,62.9,55.0,878,4.32,4.3,2.71 +48813,0.55,Ideal,F,VS2,61.4,57.0,2026,5.26,5.3,3.24 +23708,0.4,Good,J,VS1,63.4,58.0,631,4.61,4.64,2.93 +29176,0.3,Ideal,F,VVS2,61.6,53.0,694,4.35,4.39,2.69 +26391,2.05,Premium,I,VS2,62.5,59.0,15897,8.07,8.12,5.06 +24946,2.1,Ideal,H,VS2,62.5,57.0,13403,8.21,8.18,5.12 +33324,0.35,Ideal,D,SI1,62.3,57.0,827,4.52,4.5,2.81 +34617,0.27,Ideal,E,VS1,61.6,57.0,470,4.12,4.16,2.55 +9216,1.18,Premium,I,SI2,61.7,58.0,4555,6.75,6.79,4.18 +34772,0.41,Ideal,D,SI2,62.6,55.0,876,4.8,4.76,2.99 +13113,1.11,Ideal,G,SI1,62.6,57.0,5428,6.64,6.56,4.13 +11105,1.02,Very Good,H,SI1,62.2,58.0,4932,6.42,6.48,4.01 +12151,1.0,Premium,E,SI1,61.1,60.0,5174,6.47,6.42,3.94 +28117,0.36,Ideal,D,SI1,62.7,57.0,663,4.54,4.59,2.86 +17292,1.73,Ideal,J,SI1,62.6,57.0,6927,7.69,7.65,4.8 +15706,0.24,Very Good,F,VVS2,60.6,59.0,608,4.04,4.06,2.45 +10995,0.91,Very Good,E,SI1,62.3,59.0,4914,6.18,6.21,3.86 +23632,1.1,Ideal,D,VVS2,62.2,57.0,11654,6.58,6.54,4.08 +10986,1.01,Good,E,SI1,63.1,60.0,4912,6.34,6.37,4.01 +36192,0.4,Ideal,G,VVS2,61.9,55.0,931,4.72,4.75,2.93 +35256,0.3,Very Good,G,IF,61.0,62.0,895,4.32,4.34,2.64 +4741,0.92,Premium,E,SI2,61.8,59.0,3679,6.19,6.11,3.8 +1049,0.79,Ideal,G,SI1,60.3,60.0,2907,5.98,6.02,3.62 +9872,1.05,Ideal,I,SI1,62.1,54.0,4679,6.54,6.55,4.06 +20409,1.5,Premium,F,SI1,62.1,60.0,8770,7.32,7.27,4.53 +2290,0.9,Very Good,H,SI2,61.1,63.0,3160,6.12,6.19,3.76 +16544,1.0,Premium,F,VS2,61.7,56.0,6608,6.48,6.39,3.97 +17043,0.41,Very Good,F,SI2,62.6,54.0,612,4.75,4.77,2.98 +38909,0.33,Ideal,E,VVS1,61.5,57.0,1052,4.47,4.44,2.74 +53711,0.71,Good,D,SI1,63.1,56.0,2719,5.68,5.73,3.6 +20857,1.57,Very Good,H,SI2,58.6,62.0,9077,7.71,7.64,4.5 +3327,0.72,Very Good,D,VS1,64.1,57.0,3375,5.68,5.71,3.65 +17246,1.03,Ideal,F,VS2,62.0,57.0,6902,6.4,6.48,3.99 +37729,0.3,Ideal,F,VVS1,61.9,57.0,995,4.32,4.3,2.67 +38596,0.52,Premium,E,I1,60.8,60.0,1037,5.2,5.17,3.15 +48591,0.59,Ideal,E,SI1,61.6,55.0,1994,5.41,5.43,3.34 +434,0.76,Very Good,F,SI2,58.5,62.0,2815,5.93,6.01,3.49 +18723,1.0,Ideal,G,VVS1,62.3,56.0,7644,6.4,6.29,3.95 +32977,0.37,Ideal,F,VS1,61.7,56.0,811,4.61,4.63,2.85 +53383,0.71,Very Good,F,VS2,62.2,56.0,2662,5.7,5.72,3.55 +51327,0.31,Ideal,H,VS1,62.6,55.0,544,4.34,4.38,2.73 +14761,1.01,Very Good,G,VS2,63.1,57.0,5939,6.39,6.35,4.02 +46014,0.53,Ideal,G,VS1,61.6,57.0,1727,5.24,5.21,3.22 +2714,0.32,Ideal,G,VS2,61.8,55.0,564,4.4,4.43,2.73 +35184,0.31,Ideal,G,IF,61.7,55.0,891,4.36,4.39,2.7 +23730,0.25,Ideal,E,VVS2,61.1,56.0,633,4.08,4.11,2.5 +29476,0.32,Premium,E,VS2,62.6,58.0,702,4.36,4.4,2.74 +13980,1.21,Ideal,H,SI2,62.1,55.0,5692,6.87,6.82,4.25 +52087,0.72,Ideal,D,SI2,62.3,57.0,2457,5.8,5.75,3.6 +38637,0.31,Very Good,H,VS2,63.0,57.0,489,4.32,4.34,2.73 +20584,1.54,Very Good,F,SI2,61.1,58.0,8893,7.36,7.47,4.53 +8187,1.5,Fair,I,I1,71.3,58.0,4368,6.85,6.81,4.87 +3134,0.73,Ideal,E,VS2,62.2,56.0,3328,5.76,5.78,3.59 +5147,1.03,Fair,G,SI2,65.6,58.0,3765,6.3,6.26,4.12 +38562,0.35,Ideal,D,VS1,61.2,56.0,1035,4.54,4.58,2.79 +46033,0.57,Premium,G,VS2,62.8,57.0,1728,5.28,5.23,3.3 +50560,0.72,Premium,H,SI1,62.7,59.0,2277,5.69,5.73,3.58 +14729,0.3,Good,G,VS1,63.1,56.0,605,4.24,4.26,2.68 +30612,0.3,Good,D,SI2,63.4,56.0,447,4.26,4.29,2.71 +53351,0.7,Good,H,VVS2,63.8,57.0,2657,5.61,5.51,3.55 +395,0.32,Very Good,I,SI1,63.1,56.0,554,4.39,4.36,2.76 +27171,2.19,Ideal,H,SI2,62.0,56.0,17433,8.36,8.48,5.22 +33748,0.31,Ideal,F,VVS1,62.2,54.0,840,4.36,4.39,2.72 +7130,0.92,Very Good,H,VS2,63.4,57.0,4173,6.17,6.11,3.89 +27023,2.22,Very Good,I,SI1,62.4,55.0,17160,8.29,8.35,5.19 +19682,0.4,Very Good,E,SI2,58.7,59.0,622,4.78,4.82,2.82 +216,1.01,Premium,F,I1,61.8,60.0,2781,6.39,6.36,3.94 +48037,0.56,Ideal,D,VS1,60.4,56.0,1924,5.33,5.36,3.23 +32904,0.42,Ideal,D,SI1,61.7,56.0,810,4.79,4.83,2.97 +37921,0.23,Very Good,E,VVS1,63.3,57.0,485,3.88,3.95,2.48 +15487,1.08,Ideal,D,SI1,61.3,56.0,6203,6.63,6.72,4.09 +41353,0.43,Ideal,H,VS2,62.5,56.0,1218,4.81,4.85,3.02 +44468,0.5,Premium,E,SI1,59.9,58.0,1593,5.18,5.17,3.1 +43154,0.52,Ideal,E,SI1,62.1,57.0,1389,5.1,5.14,3.18 +21242,1.52,Very Good,D,SI2,60.6,62.0,9389,7.37,7.42,4.48 +41311,0.39,Good,G,IF,63.5,56.0,1213,4.65,4.67,2.96 +12467,1.06,Ideal,E,SI1,59.6,54.0,5250,6.64,6.62,3.95 +44596,0.53,Very Good,H,VS1,63.4,56.0,1607,5.16,5.13,3.26 +36544,0.4,Ideal,F,SI1,62.9,57.0,945,4.7,4.68,2.95 +11554,0.91,Premium,H,VVS1,62.5,59.0,5032,6.16,6.19,3.86 +12794,1.02,Very Good,H,VS2,60.2,62.0,5335,6.46,6.54,3.91 +15769,1.18,Ideal,I,VS2,62.3,56.0,6304,6.76,6.73,4.21 +39458,0.39,Ideal,G,VS1,62.0,55.0,1077,4.71,4.66,2.9 +654,1.01,Ideal,I,I1,61.5,57.0,2844,6.45,6.46,3.97 +45691,0.51,Very Good,E,VS1,60.4,59.0,1697,5.16,5.2,3.13 +45892,0.52,Premium,F,VS2,60.7,59.0,1720,5.18,5.14,3.13 +51320,0.31,Good,H,VS1,63.1,58.0,544,4.26,4.3,2.7 +1487,0.6,Very Good,F,IF,60.1,54.0,2988,5.5,5.58,3.33 +21287,1.57,Very Good,I,VS2,60.2,58.0,9443,7.51,7.57,4.54 +31139,0.41,Very Good,E,SI1,62.9,57.0,755,4.72,4.76,2.98 +18009,1.05,Fair,G,VS1,65.6,58.0,7283,6.25,6.38,4.13 +22836,1.55,Ideal,I,VS1,61.9,55.0,10869,7.43,7.46,4.61 +2615,0.72,Ideal,E,VS2,61.3,57.0,3223,5.76,5.79,3.54 +23080,1.31,Very Good,G,VVS2,62.2,59.0,11108,6.91,6.98,4.32 +42215,0.38,Ideal,D,VVS2,60.7,55.0,1289,4.69,4.71,2.85 +14642,1.33,Very Good,J,VS2,63.9,57.0,5913,6.91,6.96,4.43 +50257,0.69,Fair,G,VS1,61.2,65.4,2235,5.58,5.64,3.42 +28017,0.3,Very Good,E,VS2,61.7,61.0,658,4.28,4.31,2.65 +41413,0.53,Good,D,SI2,63.9,55.0,1226,5.1,5.14,3.27 +41778,0.59,Very Good,F,SI2,58.6,59.0,1247,5.53,5.57,3.25 +25293,1.51,Premium,F,VS2,62.9,61.0,13945,7.31,7.22,4.57 +4429,1.09,Ideal,G,I1,61.0,56.0,3614,6.66,6.62,4.05 +50764,0.87,Very Good,J,SI1,61.4,57.0,2300,6.14,6.17,3.78 +23845,1.6,Premium,G,SI1,62.2,58.0,11926,7.5,7.44,4.65 +35992,0.42,Ideal,H,VVS2,62.4,56.0,921,4.78,4.8,2.99 +3355,0.71,Premium,E,VVS2,59.0,59.0,3380,5.88,5.82,3.45 +4804,1.01,Good,J,SI1,63.6,54.0,3699,6.44,6.36,4.07 +44260,0.51,Premium,D,SI1,59.9,61.0,1574,5.18,5.14,3.09 +21859,1.22,Ideal,F,VS1,62.3,57.0,9920,6.79,6.83,4.24 +5140,1.0,Fair,E,SI2,69.0,56.0,3763,6.01,5.94,4.12 +52781,0.63,Ideal,E,VS1,61.9,55.0,2565,5.46,5.5,3.4 +24178,1.72,Very Good,D,SI2,63.4,62.0,12360,7.59,7.53,4.79 +6139,1.13,Premium,I,SI2,62.2,59.0,3987,6.67,6.61,4.13 +26508,1.2,Ideal,D,VVS2,61.9,56.0,16130,6.81,6.83,4.22 +2975,0.91,Ideal,J,VS2,61.9,58.0,3299,6.18,6.22,3.84 +23030,0.33,Ideal,G,SI1,61.3,56.0,631,4.51,4.46,2.75 +44579,0.53,Very Good,E,VS2,58.3,62.0,1607,5.26,5.31,3.08 +16838,1.06,Premium,E,VS2,62.3,58.0,6716,6.49,6.52,4.05 +28611,0.3,Ideal,E,SI1,62.9,57.0,675,4.3,4.25,2.69 +40994,0.63,Premium,J,SI1,61.9,59.0,1181,5.49,5.47,3.39 +30006,0.43,Premium,D,SI2,60.7,58.0,716,4.85,4.91,2.96 +51460,0.72,Premium,E,SI2,62.6,59.0,2376,5.74,5.7,3.58 +47741,0.5,Fair,E,VS1,55.3,65.0,1890,5.35,5.31,2.95 +23055,1.51,Good,D,SI1,64.9,60.0,11087,7.14,7.2,4.65 +20559,1.21,Premium,F,VS2,60.1,55.0,8870,7.01,6.91,4.18 +4274,0.98,Fair,H,SI1,68.6,58.0,3583,6.18,6.04,4.19 +14859,1.22,Ideal,H,SI1,61.9,56.0,5985,6.86,6.83,4.24 +47776,0.7,Fair,D,SI1,52.2,65.0,1895,6.04,5.99,3.14 +10805,0.99,Very Good,G,SI1,62.8,56.0,4863,6.34,6.36,3.99 +7000,1.0,Premium,F,SI2,62.6,58.0,4155,6.37,6.31,3.97 +32679,0.31,Premium,G,VS1,60.8,61.0,802,4.35,4.33,2.64 +26353,0.32,Ideal,G,VS1,62.3,54.0,645,4.37,4.39,2.73 +43902,0.23,Ideal,F,VVS2,62.5,55.0,511,3.94,3.96,2.47 +20903,1.5,Very Good,I,VS2,58.2,60.0,9118,7.5,7.58,4.39 +43425,0.35,Fair,G,VS2,65.9,54.0,1415,5.57,5.53,3.66 +21770,1.64,Premium,J,VS1,60.6,59.0,9836,7.67,7.61,4.63 +22643,1.66,Ideal,I,VS1,61.0,55.0,10691,7.67,7.64,4.67 +18629,1.02,Good,E,VS1,63.9,56.0,7602,6.33,6.38,4.06 +15747,1.21,Good,J,IF,62.1,60.0,6299,6.81,6.87,4.25 +1044,0.61,Ideal,E,VVS2,62.4,53.6,2907,5.42,5.45,3.39 +51306,0.31,Ideal,H,VS1,61.7,57.0,544,4.32,4.34,2.67 +52314,0.3,Ideal,F,SI1,60.9,55.0,550,4.34,4.38,2.66 +27250,2.02,Very Good,F,SI1,60.1,60.0,17658,8.21,8.29,4.96 +52176,0.91,Premium,I,SI1,60.8,59.0,2475,6.23,6.2,3.78 +2270,0.77,Ideal,G,VS2,61.7,55.0,3154,5.87,5.9,3.63 +26532,2.2,Premium,I,SI2,62.4,55.0,16190,8.41,8.34,5.23 +39935,0.24,Very Good,F,VVS2,61.9,56.0,492,3.97,4.01,2.47 +805,0.71,Ideal,D,SI1,60.8,56.0,2863,5.8,5.77,3.52 +11034,0.91,Ideal,H,SI1,62.1,57.0,4919,6.18,6.21,3.85 +33268,0.4,Ideal,I,VS1,60.9,56.0,826,4.76,4.8,2.91 +14446,1.22,Premium,I,VS2,62.3,59.0,5832,6.79,6.83,4.24 +45437,0.59,Ideal,D,SI1,61.7,56.0,1671,5.39,5.43,3.34 +51461,0.7,Premium,E,SI2,62.0,60.0,2376,5.72,5.67,3.53 +26062,1.53,Ideal,G,VVS2,61.4,59.0,15275,7.4,7.42,4.55 +24471,1.51,Premium,E,SI1,60.6,59.0,12738,7.45,7.41,4.5 +51729,0.78,Fair,G,SI2,64.9,55.2,2401,5.75,5.82,3.76 +26253,2.18,Ideal,I,SI2,62.5,55.0,15706,8.31,8.34,5.2 +53931,0.71,Premium,E,SI1,60.5,55.0,2756,5.79,5.74,3.49 +16382,1.32,Premium,F,SI2,60.6,60.0,6541,7.05,7.1,4.29 +13144,1.33,Premium,H,SI2,61.0,59.0,5437,7.1,7.06,4.32 +51843,0.71,Very Good,E,SI2,62.2,58.0,2423,5.65,5.7,3.53 +32197,0.35,Ideal,E,SI1,61.0,57.0,788,4.57,4.54,2.78 +46156,0.5,Premium,G,VS1,62.5,58.0,1746,5.11,5.07,3.18 +3783,1.01,Good,G,SI2,64.0,59.0,3461,6.34,6.31,4.05 +6662,0.7,Very Good,D,VS1,60.3,58.0,4095,5.76,5.79,3.48 +4947,1.01,Ideal,F,SI2,62.4,56.0,3733,6.44,6.38,4.0 +53042,0.81,Good,D,SI2,63.8,55.0,2604,5.91,5.89,3.77 +32014,0.3,Ideal,D,VS2,59.5,56.0,778,4.41,4.37,2.61 +21750,1.55,Very Good,H,SI1,61.6,54.0,9818,7.41,7.47,4.58 +12009,1.14,Very Good,I,VS1,63.3,56.0,5148,6.68,6.6,4.2 +46830,0.58,Ideal,E,VS2,60.6,56.0,1809,5.43,5.47,3.3 +19840,1.02,Ideal,G,VVS2,62.7,57.0,8401,6.41,6.45,4.03 +42217,0.42,Ideal,G,IF,61.9,53.0,1289,4.83,4.87,3.0 +32747,0.36,Ideal,F,VS1,61.5,55.0,803,4.57,4.61,2.82 +954,0.77,Premium,F,VS2,61.8,56.0,2889,5.94,5.9,3.66 +6285,1.25,Premium,J,SI2,61.3,58.0,4018,6.98,6.95,4.27 +19951,1.25,Ideal,H,VS2,61.1,55.0,8498,6.94,6.97,4.25 +14217,1.05,Premium,D,SI1,60.5,60.0,5762,6.62,6.53,3.98 +31156,0.41,Premium,E,SI1,61.3,58.0,755,4.76,4.8,2.93 +17251,1.01,Very Good,G,VS1,63.6,57.0,6905,6.3,6.35,4.02 +11888,1.01,Good,G,SI1,63.7,60.0,5113,6.32,6.28,4.01 +11745,1.51,Fair,I,I1,65.7,61.0,5074,7.08,7.02,4.63 +35482,0.31,Ideal,F,VVS1,61.6,56.0,903,4.34,4.36,2.68 +12522,1.09,Ideal,H,SI1,61.9,57.0,5262,6.58,6.63,4.09 +36923,0.41,Ideal,G,VS1,61.4,55.0,961,4.8,4.78,2.94 +17824,1.08,Ideal,G,VS2,62.3,54.0,7187,6.59,6.61,4.11 +48837,0.55,Premium,E,VS2,62.3,60.0,2030,5.26,5.18,3.25 +6764,0.94,Premium,G,SI1,61.9,57.0,4106,6.29,6.24,3.88 +47381,0.54,Ideal,G,VS1,62.0,56.0,1847,5.24,5.21,3.24 +9768,1.06,Ideal,G,SI2,61.0,57.0,4662,6.61,6.56,4.02 +11916,1.07,Premium,H,SI1,60.4,59.0,5123,6.65,6.62,4.01 +38168,0.34,Ideal,G,IF,60.1,57.0,1014,4.54,4.58,2.74 +43177,0.5,Good,F,VS1,56.4,62.0,1390,5.31,5.22,2.97 +51662,0.71,Ideal,I,VS1,61.6,54.7,2397,5.71,5.85,3.54 +49445,0.7,Ideal,I,SI1,61.6,53.0,2110,5.73,5.76,3.54 +17780,1.51,Premium,I,SI2,62.6,59.0,7162,7.28,7.31,4.57 +45866,0.32,Fair,F,VS2,59.6,60.0,1715,4.42,4.34,2.61 +45951,0.56,Very Good,D,SI1,59.9,60.0,1723,5.33,5.39,3.21 +48611,0.7,Fair,E,SI2,65.3,56.0,1998,5.57,5.54,3.63 +15478,1.23,Premium,I,VS2,59.3,59.0,6199,7.13,6.97,4.18 +31038,0.31,Very Good,G,VS1,63.3,57.0,749,4.31,4.28,2.72 +53812,0.52,Ideal,F,IF,61.7,57.0,2733,5.13,5.17,3.18 +10493,1.04,Ideal,F,SI2,62.2,56.0,4797,6.45,6.48,4.02 +39186,0.5,Very Good,G,SI2,63.3,57.0,1063,5.03,4.99,3.17 +34754,0.41,Premium,H,SI1,60.0,61.0,876,4.83,4.77,2.88 +32526,0.35,Ideal,H,VVS1,62.3,55.0,798,4.51,4.55,2.82 +28881,0.31,Good,D,SI1,63.8,57.0,684,4.33,4.29,2.75 +36233,0.38,Ideal,D,VS2,62.0,56.0,933,4.64,4.68,2.89 +40568,0.57,Ideal,H,SI2,61.5,55.0,1151,5.35,5.38,3.3 +28735,0.31,Ideal,E,VS2,62.0,56.0,680,4.34,4.37,2.7 +46671,0.59,Very Good,E,VS2,62.3,55.0,1789,5.39,5.43,3.37 +47427,0.53,Very Good,E,VS2,60.1,59.0,1852,5.24,5.27,3.16 +47818,0.58,Ideal,E,VS2,61.8,57.0,1903,5.32,5.36,3.3 +37973,0.41,Premium,F,VS1,59.9,58.0,1007,4.81,4.84,2.89 +16119,1.3,Ideal,F,SI2,62.2,56.0,6442,6.96,7.0,4.34 +33797,0.32,Ideal,E,VVS2,61.5,57.0,842,4.4,4.41,2.71 +41223,0.43,Ideal,G,VVS1,62.0,55.0,1207,4.82,4.85,3.0 +9758,1.23,Very Good,F,SI2,60.9,58.0,4661,6.93,6.96,4.23 +32470,0.45,Fair,F,SI1,66.8,59.0,794,4.79,4.63,3.16 +18881,1.2,Very Good,G,VS2,63.3,58.0,7741,6.74,6.66,4.24 +23482,1.7,Premium,I,VVS2,61.8,61.0,11481,7.57,7.5,4.66 +43411,0.53,Ideal,D,SI2,61.9,55.0,1412,5.24,5.19,3.23 +11334,0.83,Ideal,G,VS1,62.1,55.0,4989,6.02,6.05,3.75 +47644,0.23,Very Good,F,IF,59.5,58.0,530,4.0,4.03,2.39 +8171,0.71,Very Good,D,VVS2,61.0,56.0,4363,5.75,5.79,3.52 +52760,0.81,Very Good,H,SI1,59.1,57.0,2562,6.09,6.16,3.62 +5839,0.9,Very Good,G,SI1,62.6,60.0,3919,6.09,6.14,3.83 +13960,1.02,Fair,E,SI1,65.7,58.0,5681,6.23,6.31,4.12 +20912,1.52,Ideal,I,SI1,61.9,56.0,9124,7.37,7.42,4.58 +37915,0.41,Ideal,D,VS2,62.4,55.0,1007,4.76,4.79,2.98 +32706,0.31,Premium,F,VS2,60.8,60.0,802,4.37,4.34,2.65 +15252,1.35,Ideal,J,SI1,61.9,56.0,6124,7.1,7.08,4.39 +28505,0.29,Ideal,G,IF,62.0,56.0,673,4.23,4.27,2.63 +20849,1.5,Good,E,SI2,63.9,58.0,9072,7.26,7.21,4.62 +9388,0.32,Good,D,SI1,63.8,56.0,589,4.33,4.35,2.77 +14407,1.2,Good,I,VS1,59.6,61.0,5818,6.84,6.89,4.09 +34000,0.42,Ideal,G,VS2,61.6,56.0,847,4.82,4.83,2.97 +28859,0.4,Very Good,E,SI1,59.8,61.0,684,4.76,4.81,2.86 +50768,0.72,Ideal,F,SI2,61.2,58.0,2300,5.72,5.78,3.52 +32939,0.37,Premium,E,VS2,61.5,58.0,811,4.61,4.66,2.85 +28661,0.39,Ideal,E,SI1,62.0,56.0,676,4.72,4.65,2.91 +28556,0.3,Ideal,H,VS1,61.6,57.0,675,4.33,4.3,2.66 +21357,1.02,Ideal,D,VS2,61.5,56.0,9502,6.46,6.49,3.99 +5506,0.83,Ideal,H,VVS1,63.4,56.0,3846,5.96,5.99,3.79 +31244,0.31,Ideal,F,VS2,61.9,55.0,757,4.37,4.39,2.71 +49591,0.53,Very Good,G,VVS1,58.9,60.0,2136,5.23,5.3,3.1 +21978,1.08,Ideal,F,VVS2,61.6,57.0,10046,6.57,6.6,4.06 +776,0.71,Ideal,G,VS1,61.5,56.0,2859,5.74,5.78,3.54 +10984,1.04,Very Good,H,VS2,63.2,58.0,4911,6.45,6.42,4.07 +49087,0.57,Ideal,E,VS1,60.8,54.8,2061,5.36,5.4,3.27 +33828,0.41,Ideal,I,VVS2,62.4,57.0,843,4.68,4.75,2.94 +48990,0.36,Ideal,H,SI1,62.4,53.0,538,4.58,4.59,2.86 +42364,0.53,Ideal,E,SI1,61.2,54.0,1303,5.21,5.25,3.2 +9817,1.09,Ideal,G,SI2,62.1,56.0,4670,6.66,6.59,4.12 +38367,0.43,Premium,D,SI1,62.4,60.0,1022,4.82,4.79,3.0 +36100,0.44,Very Good,I,VVS1,60.8,57.0,926,4.88,4.93,2.98 +23622,2.01,Premium,I,SI1,61.3,60.0,11646,8.09,8.05,4.95 +29852,0.3,Ideal,D,VS2,61.6,57.0,710,4.3,4.33,2.66 +19091,1.56,Good,H,SI1,63.7,57.0,7862,7.34,7.25,4.65 +32907,0.42,Ideal,D,SI1,62.4,57.0,810,4.77,4.84,3.0 +29727,0.31,Ideal,H,VVS1,62.7,54.0,707,4.33,4.38,2.73 +13682,1.01,Premium,E,SI1,62.6,58.0,5599,6.32,6.3,3.95 +26984,2.01,Premium,I,VS1,62.9,62.0,17068,8.02,7.98,5.03 +53841,0.71,Good,H,VVS2,60.4,63.0,2738,5.69,5.74,3.45 +15956,1.51,Ideal,H,SI2,61.7,57.0,6384,7.39,7.36,4.55 +48911,0.54,Ideal,G,VVS1,61.9,54.0,2041,5.23,5.25,3.24 +36715,0.56,Premium,F,I1,62.6,60.0,953,5.3,5.15,3.27 +23995,2.03,Ideal,G,SI2,61.5,57.0,12154,8.15,8.07,4.99 +353,0.9,Fair,I,SI1,67.3,59.0,2804,5.93,5.84,3.96 +42645,0.5,Premium,H,VS2,60.9,59.0,1332,5.14,5.11,3.12 +25044,0.3,Premium,F,SI1,61.7,59.0,641,4.33,4.29,2.66 +8165,1.08,Very Good,G,SI2,60.3,58.0,4362,6.65,6.72,4.03 +10609,1.1,Very Good,H,SI1,61.6,56.0,4827,6.61,6.66,4.09 +2265,0.7,Very Good,E,VS1,62.2,55.0,3154,5.65,5.67,3.52 +29301,0.3,Ideal,I,VS2,60.3,57.0,438,4.36,4.39,2.64 +35853,0.32,Ideal,E,VVS1,60.5,57.0,917,4.44,4.48,2.7 +6649,0.9,Very Good,E,SI1,63.1,61.0,4092,6.18,6.14,3.89 +5164,1.01,Very Good,I,SI2,62.1,56.0,3770,6.41,6.45,3.99 +28065,0.31,Good,F,VVS2,63.6,55.0,660,4.29,4.33,2.74 +13396,0.32,Ideal,G,VS1,61.9,55.0,602,4.4,4.42,2.73 +27914,0.26,Ideal,E,VVS1,62.5,56.0,657,4.09,4.12,2.56 +35265,0.34,Ideal,G,VVS1,62.1,55.0,895,4.46,4.49,2.78 +39428,0.41,Premium,F,VS1,62.6,58.0,1076,4.75,4.74,2.97 +23307,1.67,Ideal,F,SI2,62.4,54.0,11341,7.6,7.63,4.75 +13626,1.16,Good,H,SI1,64.0,58.0,5576,6.56,6.63,4.22 +50472,0.71,Ideal,G,SI2,61.7,55.0,2266,5.71,5.74,3.53 +43608,0.34,Premium,G,SI1,59.7,59.0,507,4.5,4.54,2.7 +19929,1.39,Premium,F,SI1,62.1,58.0,8476,7.1,7.16,4.43 +11568,1.0,Very Good,H,SI1,61.5,59.0,5036,6.35,6.4,3.92 +34881,0.3,Ideal,G,VVS2,62.2,55.0,878,4.33,4.29,2.68 +44103,0.55,Ideal,E,SI1,60.9,56.0,1556,5.32,5.28,3.23 +12555,1.01,Ideal,F,SI1,60.0,56.0,5274,6.55,6.49,3.91 +2820,1.0,Fair,F,SI2,65.1,55.0,3265,6.26,6.23,4.07 +44184,0.5,Very Good,H,VVS2,62.9,56.0,1569,5.03,5.08,3.18 +40236,0.44,Ideal,H,VVS1,61.1,57.0,1124,4.87,4.92,2.99 +40718,0.51,Fair,G,SI1,64.5,56.0,1160,5.06,5.01,3.25 +1115,0.71,Ideal,F,VS2,62.2,56.0,2915,5.74,5.71,3.56 +33362,0.41,Very Good,G,VS2,62.9,59.0,827,4.7,4.75,2.97 +38078,0.3,Ideal,E,VVS2,61.9,57.0,1013,4.32,4.28,2.66 +31243,0.31,Ideal,F,VS2,61.6,55.0,757,4.38,4.39,2.7 +13114,1.09,Ideal,H,SI1,60.9,55.0,5428,6.72,6.69,4.08 +41527,0.42,Ideal,G,VVS1,61.6,55.0,1235,4.87,4.81,2.98 +17276,1.07,Ideal,G,VS1,61.8,57.0,6917,6.58,6.52,4.05 +13695,1.0,Very Good,G,VS2,63.3,60.0,5600,6.37,6.29,4.01 +23830,2.01,Premium,F,SI2,62.0,60.0,11903,7.88,7.82,4.87 +51069,0.72,Premium,E,SI1,62.8,52.0,2333,5.78,5.72,3.61 +18002,1.0,Premium,D,VS1,61.0,58.0,7280,6.46,6.42,3.93 +53249,0.7,Ideal,H,VVS2,62.5,56.0,2644,5.7,5.63,3.54 +26149,2.13,Very Good,G,SI2,61.5,57.0,15454,8.27,8.34,5.11 +42264,0.44,Premium,G,VVS1,60.9,59.0,1294,4.96,4.9,3.0 +160,0.73,Ideal,D,SI2,59.9,57.0,2770,5.92,5.89,3.54 +30177,0.29,Ideal,G,IF,61.3,56.0,721,4.26,4.29,2.62 +35929,0.43,Ideal,D,SI2,61.0,57.0,919,4.86,4.81,2.95 +31780,0.42,Very Good,E,SI1,62.5,55.0,773,4.8,4.83,3.01 +19854,1.06,Ideal,E,VS1,62.1,57.0,8413,6.49,6.52,4.04 +33673,0.41,Premium,H,SI2,62.2,56.0,836,4.8,4.72,2.96 +21892,1.52,Premium,H,SI1,60.1,60.0,9959,7.45,7.39,4.46 +2546,0.7,Ideal,G,VS1,61.4,55.0,3206,5.71,5.76,3.53 +48820,0.51,Premium,G,VVS1,60.2,58.0,2027,5.24,5.2,3.14 +16279,1.51,Good,J,SI1,64.1,61.0,6511,7.19,7.16,4.6 +42780,0.41,Very Good,D,VVS1,62.7,56.0,1349,4.74,4.77,2.98 +53692,0.9,Premium,J,SI2,62.7,57.0,2717,6.09,6.06,3.8 +51908,0.7,Good,E,SI2,63.7,55.0,2435,5.63,5.58,3.57 +3830,0.7,Ideal,E,VS1,62.1,56.0,3472,5.7,5.66,3.53 +13277,1.09,Ideal,I,SI1,61.9,55.0,5486,6.66,6.62,4.11 +45474,0.5,Premium,E,VS2,62.8,60.0,1676,5.08,5.02,3.17 +42588,0.35,Ideal,D,VVS1,60.6,56.0,1330,4.58,4.59,2.78 +49164,0.75,Premium,G,SI2,58.8,60.0,2070,5.99,5.89,3.49 +48159,0.59,Very Good,G,VS1,62.5,53.0,1942,5.46,5.35,3.38 +33365,0.41,Ideal,H,VS1,61.9,56.0,827,4.75,4.78,2.95 +17921,1.31,Good,I,VS2,62.5,56.0,7236,7.03,6.98,4.38 +15552,1.31,Premium,H,SI2,61.4,60.0,6236,7.04,7.0,4.31 +2876,0.78,Ideal,E,VS2,62.0,55.0,3276,5.95,5.89,3.67 +30236,0.33,Ideal,E,VS2,62.4,55.0,723,4.4,4.42,2.75 +49177,0.68,Good,F,SI1,58.1,60.0,2074,5.8,5.91,3.4 +19965,1.59,Very Good,J,VS1,60.1,60.0,8515,7.56,7.59,4.55 +39646,0.47,Premium,G,SI1,58.8,58.0,1086,5.11,5.06,2.99 +13326,1.14,Ideal,H,SI1,62.3,56.0,5501,6.72,6.69,4.18 +3755,1.02,Very Good,E,I1,60.4,62.0,3455,6.47,6.52,3.92 +46709,0.7,Good,F,SI2,64.1,58.0,1792,5.58,5.53,3.56 +11615,1.06,Very Good,H,SI1,59.1,58.0,5048,6.66,6.71,3.95 +29143,0.34,Ideal,F,VS1,61.1,57.0,692,4.51,4.55,2.77 +8812,1.2,Very Good,J,SI1,63.1,61.0,4476,6.66,6.58,4.18 +27540,2.02,Ideal,G,SI2,62.0,55.0,18296,8.16,8.1,5.04 +5658,0.9,Very Good,F,SI1,63.1,58.0,3881,6.18,6.12,3.88 +8007,1.01,Premium,G,SI2,60.1,61.0,4327,6.6,6.55,3.95 +6327,0.71,Ideal,D,VS2,61.2,55.0,4029,5.74,5.78,3.53 +7658,1.1,Premium,I,SI2,62.6,59.0,4269,6.57,6.53,4.1 +1290,0.72,Ideal,G,VS2,61.4,55.0,2952,5.76,5.8,3.55 +36280,0.32,Good,D,SI2,63.7,56.0,477,4.33,4.34,2.76 +43656,0.62,Fair,E,SI2,58.2,60.0,1435,5.7,5.51,3.26 +8873,1.04,Premium,E,SI2,59.2,58.0,4484,6.64,6.7,3.95 +35731,0.3,Premium,D,VS2,62.3,58.0,911,4.32,4.29,2.68 +48839,0.55,Premium,D,VS2,61.3,60.0,2030,5.29,5.28,3.24 +10871,1.11,Good,D,SI2,60.1,63.0,4877,6.68,6.7,4.02 +1442,0.7,Premium,F,VVS2,62.2,58.0,2975,5.72,5.66,3.54 +406,0.29,Very Good,E,VS1,61.9,55.0,555,4.28,4.33,2.66 +25347,2.14,Very Good,J,VS2,62.8,57.0,14065,8.27,8.16,5.16 +43211,0.5,Very Good,F,VS2,62.7,56.0,1396,5.04,5.07,3.17 +40383,0.53,Premium,H,SI1,59.4,60.0,1132,5.24,5.26,3.12 +18897,1.31,Ideal,I,VS1,62.2,57.0,7751,7.0,7.03,4.36 +52614,0.57,Ideal,D,VS2,61.3,56.0,2546,5.35,5.42,3.3 +50898,0.73,Fair,E,SI1,64.6,59.0,2317,5.69,5.64,3.66 +40785,0.4,Ideal,F,VVS1,61.4,56.0,1168,4.77,4.81,2.94 +38506,0.5,Fair,F,SI2,65.5,54.0,1031,5.06,4.92,3.25 +2199,0.72,Ideal,G,VVS2,62.4,57.0,3139,5.71,5.76,3.58 +27207,2.21,Premium,G,SI2,62.4,60.0,17525,8.34,8.29,5.19 +16915,1.02,Very Good,E,VS2,62.9,56.0,6752,6.37,6.47,4.04 +3549,0.76,Very Good,E,VS1,62.1,58.0,3415,5.84,5.89,3.64 +53290,0.35,Good,H,VS2,63.7,57.0,552,4.48,4.53,2.87 +31782,0.42,Very Good,F,SI1,62.9,57.0,773,4.73,4.77,2.99 +52062,0.75,Good,E,SI2,63.8,55.0,2453,5.74,5.8,3.68 +38647,0.44,Premium,H,VS2,61.3,58.0,1040,4.91,4.88,3.0 +29281,0.25,Very Good,F,VS1,59.7,57.0,436,4.13,4.21,2.49 +6377,0.25,Very Good,F,VVS1,60.7,59.0,576,4.07,4.1,2.48 +21588,1.65,Premium,F,SI2,60.5,61.0,9693,7.7,7.65,4.64 +10516,1.04,Ideal,H,SI1,62.1,57.0,4801,6.49,6.52,4.04 +37845,0.33,Ideal,D,VS2,61.9,56.0,1002,4.44,4.42,2.74 +16877,1.26,Very Good,G,SI1,61.7,60.0,6733,6.85,6.9,4.24 +27759,0.32,Premium,I,VS1,61.3,58.0,648,4.39,4.35,2.68 +33948,0.31,Ideal,H,SI1,62.1,54.0,464,4.37,4.39,2.72 +33513,0.4,Ideal,J,IF,62.6,56.0,828,4.71,4.75,2.96 +26818,2.24,Ideal,I,SI2,61.7,58.0,16709,8.43,8.37,5.18 +32248,0.31,Ideal,H,IF,62.3,55.0,789,4.32,4.35,2.7 +4090,0.9,Very Good,D,SI2,63.0,58.0,3534,6.12,6.16,3.87 +9496,1.0,Good,F,SI1,58.1,64.0,4608,6.56,6.6,3.82 +24204,2.01,Very Good,J,SI1,62.4,59.0,12392,8.02,8.08,5.02 +12064,1.08,Ideal,H,SI1,59.7,60.0,5154,6.71,6.69,4.0 +10476,1.0,Premium,H,VS2,63.0,59.0,4791,6.43,6.34,4.02 +45185,0.51,Ideal,G,VS1,62.1,55.0,1656,5.14,5.17,3.2 +34699,0.38,Good,F,VS2,56.2,61.0,873,4.84,4.87,2.73 +14461,1.03,Ideal,D,SI2,60.7,58.0,5836,6.51,6.53,3.96 +31369,0.33,Ideal,F,VVS2,61.8,54.0,761,4.47,4.5,2.77 +23746,1.56,Very Good,F,SI1,60.7,59.0,11794,7.45,7.55,4.55 +26125,2.04,Premium,E,SI2,62.7,60.0,15398,8.04,8.0,5.03 +14714,0.3,Very Good,H,VVS2,63.0,56.0,605,4.23,4.28,2.68 +32441,0.43,Very Good,F,SI1,62.9,59.0,792,4.79,4.84,3.03 +27084,2.05,Ideal,J,VVS2,62.7,56.0,17214,8.18,8.11,5.11 +37286,0.24,Very Good,E,VVS2,63.6,54.0,485,3.96,4.0,2.53 +53227,0.8,Good,E,SI2,57.7,65.0,2640,6.13,6.08,3.52 +27127,1.51,Very Good,F,VVS2,63.1,56.0,17317,7.32,7.26,4.6 +45732,0.7,Good,I,SI2,63.4,59.0,1699,5.66,5.57,3.56 +46442,0.53,Ideal,E,VS1,60.4,57.0,1772,5.27,5.26,3.18 +22143,1.01,Good,G,VS2,63.6,56.0,10181,6.31,6.24,3.99 +26479,2.0,Very Good,E,SI2,60.5,60.0,16064,8.03,8.08,4.87 +30744,0.43,Premium,F,SI1,61.7,58.0,739,4.82,4.84,2.98 +14152,1.01,Premium,G,VS2,63.0,58.0,5741,6.42,6.37,4.03 +27843,0.31,Premium,E,SI1,58.7,60.0,651,4.48,4.45,2.62 +10563,1.01,Good,F,SI1,61.6,63.0,4816,6.42,6.47,3.97 +20195,1.51,Very Good,I,SI1,62.6,60.0,8637,7.27,7.34,4.57 +36400,0.31,Ideal,E,VS1,61.8,56.0,942,4.37,4.34,2.69 +20088,1.12,Very Good,G,VVS2,62.6,59.0,8564,6.58,6.61,4.13 +3253,0.8,Ideal,I,IF,62.4,58.0,3357,5.9,5.96,3.7 +25171,2.01,Premium,I,SI1,58.9,59.0,13755,8.26,8.22,4.85 +14203,1.01,Premium,G,VS2,61.2,58.0,5759,6.46,6.49,3.96 +37367,0.4,Premium,G,VVS2,62.7,59.0,982,4.69,4.72,2.95 +46256,0.57,Very Good,D,SI1,61.1,56.0,1754,5.33,5.38,3.27 +5280,0.9,Very Good,D,SI2,62.5,58.0,3798,6.12,6.16,3.84 +15315,1.32,Good,J,VS1,62.6,62.0,6147,6.92,7.01,4.36 +39877,0.56,Ideal,F,SI2,61.8,57.0,1103,5.28,5.33,3.28 +5505,1.11,Good,J,SI1,63.6,58.0,3846,6.48,6.57,4.15 +15755,1.15,Ideal,I,SI1,61.9,56.0,6300,6.68,6.72,4.15 +44728,0.51,Very Good,D,VS1,58.8,60.0,1616,5.18,5.26,3.07 +14943,1.2,Very Good,H,SI1,62.9,56.0,6019,6.74,6.8,4.26 +52946,0.76,Very Good,H,SI1,63.3,58.0,2593,5.79,5.81,3.67 +35447,0.32,Ideal,E,VS2,61.7,55.0,900,4.42,4.36,2.71 +32775,0.34,Ideal,D,SI1,62.0,56.0,803,4.5,4.47,2.78 +33484,0.32,Premium,F,VS2,61.1,58.0,828,4.42,4.39,2.69 +14788,1.25,Premium,H,SI2,60.4,59.0,5950,7.02,6.95,4.22 +9298,1.06,Premium,G,SI2,61.5,58.0,4571,6.6,6.54,4.04 +42204,0.52,Very Good,I,VVS2,61.9,56.0,1289,5.16,5.18,3.2 +44752,0.51,Premium,F,VS2,61.4,58.0,1619,5.13,5.09,3.14 +12331,1.2,Very Good,I,SI1,61.2,62.0,5226,6.75,6.84,4.16 +10496,1.02,Ideal,I,VS1,60.2,57.0,4798,6.56,6.49,3.93 +6363,0.32,Ideal,I,VS2,63.0,57.0,576,4.37,4.33,2.74 +53443,0.92,Very Good,D,I1,63.0,58.0,2674,6.13,6.18,3.88 +33594,0.37,Premium,G,VS2,60.7,57.0,833,4.69,4.64,2.83 +3298,1.13,Ideal,F,I1,61.2,56.0,3366,6.76,6.71,4.12 +48267,0.53,Ideal,G,VVS1,61.8,56.0,1956,5.19,5.24,3.22 +23134,1.5,Premium,I,VVS1,62.4,60.0,11155,7.32,7.29,4.56 +44473,0.54,Ideal,D,SI1,62.6,55.0,1595,5.19,5.23,3.26 +23338,1.23,Very Good,F,VVS2,62.2,58.0,11382,6.81,6.86,4.25 +20369,1.5,Premium,J,VVS2,61.8,60.0,8760,7.36,7.33,4.54 +43354,0.5,Good,E,VS2,63.7,59.0,1407,4.99,5.03,3.19 +31174,0.4,Very Good,F,SI1,62.1,60.0,756,4.66,4.7,2.91 +28113,0.36,Good,D,SI1,63.4,57.0,663,4.55,4.57,2.89 +21823,1.51,Premium,D,SI2,63.0,62.0,9894,7.28,7.23,4.57 +15919,1.01,Fair,F,VS1,64.6,60.0,6366,6.26,6.16,4.01 +51015,0.71,Premium,I,VS1,61.8,58.0,2327,5.76,5.72,3.55 +1003,0.98,Good,H,SI2,57.9,56.0,2898,6.51,6.47,3.76 +26049,2.0,Very Good,I,SI1,58.5,58.0,15249,8.24,8.28,4.83 +29367,0.31,Ideal,G,VS2,62.4,55.0,698,4.32,4.3,2.69 +7384,0.33,Very Good,G,VS2,59.4,61.0,579,4.49,4.53,2.68 +43167,0.42,Ideal,D,VVS2,62.5,57.0,1389,4.8,4.77,2.99 +47834,0.52,Ideal,G,VVS2,62.7,55.0,1906,5.12,5.15,3.22 +21548,1.18,Premium,F,VS1,60.7,55.0,9648,6.87,6.8,4.15 +53788,0.9,Good,J,SI1,63.2,60.0,2729,6.09,6.12,3.86 +16547,1.07,Very Good,G,VS1,58.6,60.0,6610,6.65,6.76,3.93 +20501,1.71,Good,J,VS2,62.8,58.0,8831,7.48,7.55,4.72 +25805,2.14,Ideal,J,VS2,62.0,54.0,14802,8.28,8.31,5.15 +39948,0.24,Good,E,VVS1,60.8,64.0,492,3.97,3.99,2.42 +38571,0.4,Ideal,I,VVS2,62.0,56.0,1035,4.77,4.74,2.95 +29104,0.34,Ideal,H,VS2,62.2,56.0,689,4.53,4.48,2.8 +51161,0.72,Ideal,E,SI2,62.7,57.0,2345,5.71,5.78,3.6 +49189,0.7,Fair,F,SI2,65.3,55.0,2075,5.6,5.49,3.62 +19189,1.01,Ideal,G,VVS2,62.5,56.0,7941,6.38,6.41,4.0 +541,0.7,Ideal,H,VVS1,62.3,55.0,2827,5.66,5.7,3.54 +10174,1.0,Premium,H,VS1,62.7,58.0,4732,6.37,6.33,3.98 +22412,1.23,Very Good,G,VVS1,61.3,57.0,10435,6.88,6.96,4.24 +41129,0.58,Very Good,G,SI2,59.5,59.0,1197,5.41,5.45,3.23 +18285,1.5,Very Good,J,VS2,63.3,57.0,7428,7.2,7.25,4.57 +26366,0.32,Premium,F,VS2,61.4,60.0,645,4.38,4.42,2.7 +51529,0.83,Ideal,F,SI2,59.5,57.0,2386,6.13,6.1,3.64 +44618,0.5,Ideal,H,VVS2,60.3,58.0,1608,5.14,5.21,3.12 +37343,0.31,Ideal,D,VVS2,62.4,56.0,982,4.38,4.34,2.72 +7886,0.66,Very Good,D,VVS2,60.7,59.0,4311,5.6,5.67,3.42 +31970,0.26,Ideal,F,VS1,62.3,56.0,452,4.08,4.1,2.55 +42644,0.5,Fair,H,VS2,56.3,65.0,1332,5.24,5.21,2.94 +17371,0.32,Ideal,D,SI2,61.7,55.0,612,4.4,4.38,2.71 +9646,1.01,Ideal,I,SI1,60.3,58.0,4641,6.5,6.56,3.94 +39527,0.4,Ideal,I,VVS1,60.5,57.0,1080,4.79,4.76,2.89 +12930,1.24,Premium,D,SI2,59.9,59.0,5382,7.01,6.95,4.18 +33896,0.3,Premium,E,VS2,62.0,59.0,844,4.31,4.27,2.66 +41949,0.35,Good,H,SI1,63.3,54.0,504,4.51,4.53,2.86 +2945,0.8,Ideal,F,SI1,60.1,60.0,3293,5.98,6.03,3.61 +2437,0.73,Very Good,E,VS2,62.9,58.0,3184,5.7,5.75,3.6 +9687,1.06,Premium,E,SI2,60.5,60.0,4652,6.61,6.67,4.02 +36594,0.3,Premium,F,IF,60.7,58.0,947,4.33,4.37,2.64 +38775,0.31,Ideal,E,VVS2,61.6,57.0,1046,4.37,4.33,2.68 +8674,1.0,Fair,G,VS1,64.9,65.0,4455,6.31,6.18,4.05 +10308,1.18,Very Good,I,SI2,63.5,57.0,4763,6.75,6.8,4.3 +39366,0.5,Very Good,I,SI1,63.4,62.0,1073,5.0,4.95,3.15 +12779,1.27,Very Good,F,SI2,61.0,61.0,5330,6.95,7.01,4.26 +18585,1.09,Very Good,G,VVS2,59.8,61.0,7583,6.64,6.7,3.99 +15753,1.5,Very Good,E,SI2,63.5,60.0,6300,7.19,7.12,4.54 +49563,0.7,Very Good,F,SI2,62.9,56.0,2131,5.68,5.71,3.58 +5370,0.9,Very Good,D,SI2,63.2,57.0,3818,6.08,6.1,3.85 +19940,1.66,Premium,J,SI1,60.7,58.0,8487,7.72,7.63,4.66 +32108,0.35,Ideal,F,VS1,61.9,55.0,782,4.53,4.58,2.82 +47511,0.59,Premium,I,IF,61.2,58.0,1866,5.38,5.41,3.3 +50125,0.66,Very Good,G,VVS2,60.5,59.0,2211,5.67,5.72,3.44 +23596,1.59,Very Good,G,SI1,62.3,60.0,11613,7.42,7.49,4.64 +50689,0.51,Very Good,D,VVS2,63.1,58.0,2289,5.1,5.07,3.21 +45329,0.32,Premium,E,SI1,61.2,58.0,524,4.37,4.42,2.69 +37392,0.5,Ideal,I,SI1,61.9,58.0,982,5.06,5.09,3.14 +19205,1.37,Premium,G,VS2,61.6,59.0,7951,7.11,7.04,4.36 +30954,0.32,Ideal,I,VS2,62.5,55.0,449,4.38,4.39,2.74 +51159,0.72,Very Good,I,SI1,63.2,57.0,2345,5.71,5.75,3.62 +822,0.83,Very Good,I,VS2,61.6,58.0,2865,6.05,6.07,3.73 +39493,0.41,Ideal,E,VS1,60.9,57.0,1079,4.76,4.79,2.91 +53401,0.77,Very Good,F,SI2,60.1,56.0,2667,5.94,5.97,3.58 +9629,0.91,Premium,D,VS2,62.7,59.0,4637,6.16,6.13,3.85 +27698,0.41,Ideal,G,SI2,61.7,56.0,648,4.79,4.81,2.96 +44747,0.54,Ideal,F,VS2,62.0,55.0,1619,5.26,5.23,3.25 +47792,0.58,Very Good,E,VS2,60.9,58.0,1899,5.4,5.39,3.29 +30280,0.3,Very Good,D,SI2,62.4,59.0,447,4.25,4.28,2.66 +44615,0.53,Ideal,G,VS2,61.6,56.0,1607,5.24,5.19,3.21 +4271,0.71,Ideal,D,VS1,61.5,58.0,3582,5.75,5.77,3.54 +16984,1.25,Premium,H,SI1,62.2,57.0,6783,6.91,6.85,4.28 +30221,0.33,Premium,E,VS2,60.6,60.0,723,4.43,4.48,2.7 +5832,0.9,Premium,E,SI1,60.3,60.0,3917,6.27,6.2,3.76 +2142,0.83,Ideal,E,SI2,61.3,57.0,3125,6.02,6.05,3.7 +42680,0.58,Good,E,SI1,59.3,64.0,1336,5.48,5.42,3.23 +14116,1.0,Premium,D,SI1,59.2,62.0,5723,6.54,6.49,3.86 +16052,1.01,Good,G,VS1,63.2,61.0,6412,6.33,6.35,4.01 +15831,1.3,Premium,J,VS1,61.6,56.0,6334,7.06,7.0,4.33 +43349,0.37,Ideal,F,VVS1,59.2,57.0,1406,4.75,4.71,2.8 +27332,2.02,Very Good,H,VS2,61.5,59.0,17887,8.08,8.21,5.01 +7924,1.01,Ideal,I,SI1,62.2,56.0,4316,6.35,6.42,3.97 +26187,1.51,Premium,D,VS2,61.7,58.0,15531,7.33,7.29,4.51 +39659,0.42,Ideal,H,VS1,62.4,57.0,1087,4.79,4.76,2.98 +42761,0.5,Very Good,F,VS2,63.4,57.0,1345,5.01,4.96,3.16 +32743,0.31,Premium,G,VS1,62.0,59.0,802,4.3,4.28,2.66 +19219,1.02,Fair,F,VVS1,64.6,59.0,7960,6.31,6.26,4.06 +29083,0.4,Ideal,E,SI2,62.2,53.0,689,4.73,4.76,2.95 +22727,1.51,Premium,H,VS1,62.4,60.0,10743,7.27,7.34,4.56 +26206,2.01,Good,I,VS2,59.9,65.0,15587,8.14,8.19,4.89 +40525,0.5,Very Good,F,SI2,62.4,56.0,1147,5.08,5.12,3.18 +31784,0.42,Ideal,E,SI1,62.6,57.0,773,4.81,4.84,3.02 +36876,0.39,Ideal,F,VS1,62.3,57.0,958,4.65,4.69,2.91 +50756,0.7,Ideal,H,SI2,61.8,57.0,2298,5.67,5.72,3.52 +5018,0.72,Ideal,F,VVS2,60.9,56.0,3746,5.77,5.83,3.53 +18725,1.05,Premium,G,VS1,61.1,59.0,7644,6.6,6.55,4.02 +11887,1.0,Very Good,E,SI1,63.3,57.0,5113,6.28,6.32,3.99 +32449,0.43,Very Good,F,SI1,61.6,59.0,792,4.83,4.87,2.99 +21474,1.53,Premium,G,SI1,61.7,59.0,9572,7.31,7.4,4.54 +1335,0.77,Very Good,H,VS1,62.8,58.0,2961,5.75,5.78,3.62 +4680,0.8,Very Good,G,VS1,62.7,56.0,3673,5.9,5.94,3.71 +8475,1.01,Premium,F,SI2,61.3,60.0,4416,6.4,6.43,3.93 +13639,1.13,Premium,F,SI1,60.6,60.0,5581,6.76,6.67,4.07 +21230,1.6,Ideal,I,SI1,62.0,55.0,9376,7.53,7.59,4.69 +10207,1.21,Premium,F,SI2,61.5,57.0,4740,6.93,6.88,4.25 +7373,0.71,Ideal,D,VVS2,61.6,56.0,4222,5.69,5.77,3.53 +5982,0.96,Very Good,G,SI2,63.1,56.0,3951,6.29,6.22,3.95 +3494,1.01,Good,I,SI2,62.6,59.0,3399,6.24,6.35,3.94 +21254,1.24,Good,G,VS1,60.2,63.0,9405,6.96,6.99,4.2 +44046,0.45,Good,F,VVS1,63.8,58.0,1548,4.85,4.78,3.07 +33210,0.4,Good,G,VS1,59.6,61.0,820,4.8,4.86,2.88 +34887,0.32,Ideal,E,VVS1,61.7,55.0,879,4.38,4.41,2.71 +5968,0.9,Good,F,SI1,57.6,60.0,3950,6.34,6.37,3.66 +25218,1.71,Very Good,F,VS2,63.5,59.0,13818,7.51,7.46,4.75 +24418,1.21,Ideal,D,VVS2,62.8,55.0,12657,6.77,6.84,4.26 +799,0.79,Premium,H,VS1,60.0,60.0,2862,6.07,5.99,3.64 +16543,1.22,Premium,H,VS2,62.3,58.0,6608,6.85,6.77,4.24 +6086,0.9,Good,I,VVS1,62.4,61.0,3972,6.05,6.09,3.79 +11761,1.26,Premium,J,SI1,61.8,58.0,5080,6.91,6.88,4.26 +45317,0.32,Very Good,G,VS2,58.4,57.0,524,4.51,4.53,2.64 +29796,0.3,Premium,D,SI1,61.6,58.0,709,4.32,4.29,2.65 +12435,1.04,Ideal,J,VVS2,61.1,58.0,5242,6.49,6.57,3.99 +28391,0.33,Ideal,H,VS2,60.7,57.0,668,4.5,4.46,2.72 +5089,1.06,Very Good,J,SI2,62.0,58.0,3754,6.45,6.53,4.04 +19003,1.51,Very Good,H,SI2,62.3,58.0,7823,7.29,7.25,4.53 +31658,0.32,Ideal,E,VS2,61.4,56.0,768,4.45,4.41,2.72 +25509,1.2,Ideal,F,IF,61.6,57.0,14300,6.84,6.79,4.2 +42269,0.48,Premium,F,VS2,58.7,58.0,1294,5.22,5.17,3.05 +17865,1.51,Good,F,SI2,63.7,59.0,7208,7.15,7.26,4.59 +4270,0.78,Ideal,E,VS2,61.4,56.0,3582,5.91,5.95,3.64 +2831,0.91,Ideal,J,VS1,60.7,57.0,3267,6.23,6.26,3.79 +21223,1.21,Premium,G,VVS2,59.6,60.0,9370,6.89,6.91,4.11 +46947,0.52,Premium,E,VS2,62.3,57.0,1815,5.17,5.1,3.2 +22429,3.05,Premium,E,I1,60.9,58.0,10453,9.26,9.25,5.66 +3925,0.76,Ideal,E,VS2,61.5,59.0,3497,5.84,5.86,3.6 +50503,0.67,Good,E,VS2,61.6,61.0,2270,5.57,5.6,3.44 +19609,1.31,Ideal,F,SI1,62.4,57.0,8227,6.96,6.88,4.32 +45263,0.54,Ideal,D,SI1,60.7,56.0,1662,5.27,5.3,3.21 +47930,0.56,Ideal,E,VS2,60.7,57.0,1915,5.34,5.31,3.23 +13766,1.31,Very Good,I,SI2,63.5,55.0,5612,6.97,6.89,4.4 +22799,1.22,Ideal,E,VS1,61.8,56.0,10823,6.84,6.88,4.24 +6298,0.65,Ideal,D,VVS1,61.8,57.0,4022,5.54,5.56,3.43 +37481,0.35,Premium,G,VVS1,59.3,61.0,984,4.62,4.58,2.73 +40189,0.43,Ideal,I,VVS1,60.6,57.0,1120,4.88,4.94,2.97 +51738,0.65,Ideal,D,VS2,61.6,57.0,2402,5.55,5.59,3.43 +51757,0.62,Ideal,F,VS1,62.0,54.0,2406,5.46,5.5,3.4 +19419,1.24,Very Good,E,SI1,61.7,59.0,8073,6.85,6.89,4.24 +4378,0.91,Premium,F,SI2,61.7,58.0,3609,6.22,6.29,3.86 +35059,0.38,Ideal,D,SI1,61.3,57.0,884,4.67,4.7,2.87 +5517,0.72,Ideal,G,VVS2,61.9,57.0,3849,5.72,5.75,3.55 +34781,0.41,Premium,D,SI2,62.4,60.0,876,4.77,4.71,2.96 +39432,0.41,Premium,F,VS1,62.4,60.0,1076,4.77,4.71,2.96 +35663,0.48,Fair,E,SI2,55.2,60.0,907,5.29,5.25,2.91 +14655,1.5,Premium,G,I1,60.3,61.0,5914,7.39,7.34,4.44 +16943,1.04,Very Good,G,VVS1,58.2,60.0,6766,6.66,6.71,3.89 +9061,0.9,Premium,I,IF,62.6,59.0,4516,6.15,6.12,3.84 +17808,1.0,Ideal,F,VS1,61.4,56.0,7177,6.46,6.51,3.98 +23666,1.65,Premium,D,SI2,61.6,58.0,11712,7.59,7.55,4.66 +16405,0.63,Ideal,D,IF,62.5,55.0,6549,5.47,5.5,3.43 +19408,1.25,Premium,G,VS2,61.9,58.0,8064,6.91,6.85,4.26 +25405,2.06,Very Good,J,VS2,62.6,58.0,14119,8.05,8.08,5.05 +49007,0.53,Ideal,G,VVS2,61.7,56.0,2051,5.23,5.2,3.22 +35981,0.42,Premium,G,VS1,60.8,59.0,921,4.79,4.85,2.93 +51197,0.73,Ideal,G,SI1,62.5,55.0,2351,5.78,5.74,3.6 +35938,0.41,Very Good,D,SI1,60.3,63.0,920,4.8,4.78,2.89 +8412,1.04,Fair,F,SI1,66.9,62.0,4403,6.22,6.15,4.14 +25582,1.52,Premium,G,VS1,61.2,60.0,14424,7.4,7.37,4.52 +15446,1.53,Premium,G,I1,62.8,58.0,6183,7.39,7.28,4.61 +48403,0.7,Very Good,J,VVS2,63.2,55.0,1968,5.63,5.57,3.54 +11620,1.01,Ideal,G,SI1,60.6,59.0,5049,6.45,6.49,3.92 +14268,1.34,Premium,J,VS2,62.6,58.0,5778,7.08,7.01,4.41 +34534,0.33,Very Good,G,VVS1,62.8,59.0,868,4.38,4.44,2.77 +45025,0.54,Premium,G,VS2,60.0,59.0,1637,5.42,5.22,3.19 +34190,0.33,Premium,F,VS2,61.2,58.0,854,4.5,4.45,2.74 +1655,0.71,Ideal,D,VS2,60.4,53.0,3020,5.81,5.85,3.52 +44147,0.55,Very Good,G,VS2,61.6,56.0,1563,5.26,5.3,3.25 +3572,0.7,Good,E,VS1,58.4,60.0,3419,5.84,5.87,3.42 +25144,1.83,Premium,I,VS1,61.9,57.0,13711,7.91,7.85,4.88 +1058,0.31,Premium,I,VS2,60.8,58.0,558,4.37,4.34,2.65 +26862,2.03,Premium,I,SI1,61.2,58.0,16787,8.21,8.16,5.01 +5041,0.3,Ideal,F,VS2,60.5,58.0,573,4.3,4.36,2.62 +45876,0.51,Very Good,E,VS1,60.0,57.0,1717,5.18,5.25,3.13 +50298,0.27,Very Good,E,VVS2,60.5,60.0,544,4.19,4.2,2.54 +30791,0.3,Ideal,E,VVS2,61.1,56.0,742,4.34,4.37,2.66 +42583,0.51,Very Good,E,SI1,63.0,58.0,1330,4.99,5.08,3.17 +34529,0.3,Premium,F,VVS1,61.8,59.0,868,4.26,4.29,2.64 +8678,0.96,Good,H,VS1,63.9,54.0,4456,6.27,6.22,3.99 +12380,0.39,Very Good,G,SI2,63.2,57.0,597,4.65,4.57,2.92 +29493,0.32,Ideal,E,VS2,62.1,56.0,702,4.38,4.41,2.73 +25566,2.01,Fair,J,VS1,66.6,54.0,14402,7.76,7.92,5.22 +4095,0.92,Very Good,F,SI2,60.6,63.0,3534,6.34,6.25,3.81 +21633,1.51,Very Good,E,SI2,58.8,58.0,9727,7.53,7.61,4.45 +8548,1.01,Very Good,H,SI1,61.9,57.0,4432,6.36,6.41,3.95 +13834,1.24,Ideal,I,VS2,62.4,57.0,5638,6.82,6.9,4.28 +2549,0.83,Ideal,D,SI2,62.1,56.0,3207,6.0,6.04,3.74 +40697,0.4,Ideal,E,VVS2,61.8,56.0,1158,4.74,4.77,2.94 +16453,1.09,Very Good,G,VS1,59.7,63.0,6570,6.74,6.65,4.0 +14239,1.03,Good,H,SI2,63.8,63.0,5768,6.36,6.3,4.04 +47211,0.64,Good,D,SI1,57.7,57.0,1838,5.69,5.75,3.3 +5139,1.0,Premium,I,VS1,60.1,62.0,3763,6.5,6.47,3.9 +45598,0.5,Ideal,D,VS2,61.9,55.0,1690,5.09,5.12,3.16 +53552,0.7,Ideal,H,VVS2,62.5,56.0,2693,5.7,5.63,3.54 +20248,1.55,Ideal,H,SI2,62.1,57.0,8678,7.39,7.43,4.6 +43242,0.49,Very Good,E,SI1,63.6,57.9,1400,4.96,4.99,3.16 +50178,0.71,Very Good,F,SI1,62.1,58.0,2221,5.64,5.72,3.53 +37226,0.4,Premium,E,VS2,59.3,59.0,975,4.81,4.77,2.84 +33473,0.32,Ideal,F,VS2,62.4,55.0,828,4.43,4.41,2.76 +20932,1.7,Ideal,H,SI1,61.2,57.0,9139,7.71,7.68,4.71 +26252,2.05,Very Good,H,VS2,63.5,62.0,15701,8.05,7.91,5.07 +19121,1.0,Premium,E,VS1,61.4,59.0,7885,6.44,6.42,3.95 +21717,0.32,Ideal,H,VVS2,59.8,57.0,628,4.48,4.52,2.69 +45470,0.5,Premium,E,VS2,62.9,60.0,1676,5.1,5.07,3.2 +11307,1.09,Ideal,F,SI2,61.2,57.0,4981,6.64,6.6,4.05 +45615,0.7,Fair,J,VVS1,67.6,54.0,1691,5.56,5.41,3.71 +47953,0.71,Premium,I,SI2,60.3,58.0,1917,5.78,5.72,3.47 +7741,0.97,Ideal,J,VS1,61.3,57.0,4278,6.37,6.41,3.92 +52446,0.53,Premium,D,VVS2,62.7,60.0,2514,5.19,5.12,3.23 +22608,1.53,Premium,H,SI1,61.0,61.0,10659,7.45,7.4,4.53 +3610,1.0,Premium,G,SI2,60.7,59.0,3427,6.45,6.41,3.9 +16696,0.32,Ideal,G,SI2,62.5,55.0,421,4.37,4.4,2.74 +27022,2.09,Premium,H,SI2,62.1,58.0,17156,8.22,8.17,5.09 +12817,1.01,Premium,F,SI1,59.8,60.0,5345,6.57,6.53,3.92 +22301,1.6,Very Good,I,VS2,60.0,58.0,10346,7.61,7.68,4.59 +449,0.78,Premium,F,SI1,61.5,59.0,2816,5.96,5.88,3.64 +25497,2.22,Good,I,SI2,62.7,61.2,14285,8.23,8.31,5.19 +11636,1.11,Ideal,J,VS2,61.7,54.0,5051,6.64,6.69,4.11 +34383,0.41,Very Good,F,VS2,61.1,56.0,863,4.79,4.84,2.94 +30881,0.33,Premium,E,SI1,60.2,58.0,743,4.55,4.49,2.72 +15996,1.06,Premium,F,VS2,62.3,58.0,6399,6.56,6.51,4.07 +53684,0.58,Very Good,D,VVS2,60.0,55.0,2714,5.44,5.49,3.28 +50269,0.55,Very Good,E,VVS2,60.8,55.0,2238,5.26,5.33,3.22 +21615,1.5,Very Good,H,VS2,62.0,55.0,9706,7.26,7.37,4.57 +46739,0.5,Very Good,H,IF,61.0,60.0,1799,5.08,5.12,3.11 +3646,0.9,Premium,F,SI1,62.6,62.0,3437,6.13,6.11,3.83 +4469,0.72,Ideal,D,VS1,61.4,56.0,3622,5.8,5.82,3.57 +53870,0.75,Ideal,F,SI1,62.3,57.0,2744,5.82,5.77,3.61 +37671,0.42,Premium,E,SI1,62.7,59.0,992,4.79,4.78,3.0 +37948,0.28,Very Good,E,VS2,63.0,59.0,487,4.11,4.15,2.6 +44173,0.53,Premium,D,SI1,61.4,58.0,1566,5.19,5.23,3.2 +14760,1.01,Ideal,D,SI1,60.8,56.0,5939,6.54,6.48,3.96 +29547,0.38,Very Good,G,VS2,61.6,59.0,705,4.65,4.7,2.88 +53498,0.73,Premium,F,VS2,62.3,60.0,2683,5.77,5.73,3.58 +15900,1.07,Very Good,G,VS2,63.0,55.0,6355,6.5,6.55,4.11 +31260,0.32,Ideal,E,VS1,61.7,57.0,758,4.39,4.42,2.72 +49776,0.7,Premium,F,SI1,61.3,59.0,2161,5.71,5.74,3.51 +25892,2.02,Premium,G,SI2,63.0,59.0,15014,8.05,7.95,5.03 +20230,1.5,Very Good,J,VS1,61.3,59.0,8662,7.36,7.41,4.53 +14860,1.2,Very Good,I,VS2,62.1,60.0,5986,6.78,6.72,4.19 +34975,0.23,Good,E,VVS2,64.5,55.0,472,3.85,3.9,2.5 +28658,0.31,Ideal,G,VVS1,60.2,58.0,676,4.37,4.43,2.65 +18135,1.0,Very Good,F,VS2,61.1,60.0,7343,6.4,6.46,3.93 +38448,0.54,Ideal,G,SI2,61.8,55.0,1028,5.23,5.26,3.24 +52630,0.37,Premium,G,SI1,62.1,60.0,551,4.54,4.61,2.84 +21468,1.22,Ideal,F,VS2,60.7,57.0,9568,6.89,6.94,4.2 +17026,1.02,Good,D,VS1,64.6,58.0,6797,6.22,6.28,4.04 +12037,0.34,Ideal,G,VS2,62.7,55.0,596,4.48,4.49,2.81 +28530,0.38,Ideal,I,VS2,61.4,55.0,675,4.66,4.69,2.87 +15877,1.4,Ideal,J,SI1,62.1,57.0,6350,7.17,7.14,4.44 +24901,1.58,Premium,D,SI1,59.0,59.0,13329,7.68,7.63,4.52 +25312,2.02,Premium,I,SI2,62.9,60.0,13991,8.05,8.01,5.05 +43058,0.58,Very Good,E,SI2,59.0,62.0,1377,5.46,5.49,3.23 +32063,0.33,Ideal,D,SI1,62.5,54.0,780,4.44,4.43,2.77 +3140,0.72,Ideal,F,VS1,62.5,54.0,3330,5.73,5.76,3.59 +50200,0.71,Ideal,J,VVS2,60.3,61.0,2226,5.76,5.79,3.48 +14498,0.9,Good,G,IF,61.8,61.0,5855,6.12,6.17,3.8 +35656,0.31,Premium,G,VVS2,62.9,58.0,907,4.3,4.28,2.7 +46506,0.56,Premium,F,VS2,59.6,58.0,1778,5.36,5.34,3.19 +50723,0.55,Ideal,F,VVS2,61.5,57.0,2294,5.24,5.27,3.23 +3815,0.55,Ideal,D,VVS2,61.5,56.0,3468,5.26,5.28,3.24 +5652,0.73,Ideal,F,IF,61.2,55.0,3880,5.86,5.8,3.57 +23714,0.25,Very Good,F,VVS2,61.6,57.0,633,4.05,4.07,2.5 +17991,1.75,Ideal,H,I1,61.5,54.9,7276,7.75,7.78,4.78 +52373,0.74,Very Good,G,SI2,60.3,57.0,2505,5.85,5.87,3.54 +44866,0.5,Very Good,D,VS2,61.2,56.0,1628,5.14,5.16,3.15 +48913,0.61,Ideal,G,VS1,61.8,56.0,2041,5.43,5.48,3.37 +23543,2.01,Good,J,SI2,63.4,59.0,11554,7.95,7.99,5.05 +17145,1.01,Premium,E,VS2,62.2,58.0,6843,6.36,6.41,3.97 +565,0.81,Premium,G,SI1,63.0,60.0,2832,5.87,5.81,3.68 +42916,0.53,Good,G,SI1,63.8,56.0,1363,5.18,5.14,3.29 +53420,0.72,Very Good,F,SI1,63.4,58.0,2670,5.69,5.66,3.6 +24030,1.51,Premium,F,VS2,61.9,60.0,12202,7.29,7.25,4.5 +16775,1.02,Ideal,G,VS1,62.2,57.0,6683,6.47,6.43,4.01 +47870,0.52,Ideal,G,VVS2,62.1,56.0,1911,5.14,5.17,3.2 +10482,0.9,Very Good,E,SI1,61.7,58.0,4795,6.15,6.2,3.81 +32699,0.31,Ideal,F,VS2,61.9,54.0,802,4.38,4.35,2.7 +1677,1.0,Fair,G,SI2,64.9,57.0,3027,6.29,6.2,4.05 +23748,1.5,Premium,E,SI1,60.8,58.0,11795,7.36,7.32,4.46 +17446,1.01,Very Good,E,VS1,62.1,58.0,6997,6.39,6.45,3.99 +51077,0.7,Premium,E,SI1,62.9,58.0,2333,5.68,5.61,3.55 +1730,0.32,Very Good,H,VS1,61.7,58.0,561,4.37,4.41,2.71 +10646,1.04,Ideal,I,SI1,61.7,55.0,4836,6.5,6.54,4.02 +27549,2.02,Premium,F,SI2,61.7,58.0,18320,8.11,8.15,5.02 +53738,0.7,Ideal,G,VS2,62.7,54.0,2723,5.66,5.7,3.56 +2414,0.93,Very Good,J,VS2,61.1,59.0,3180,6.32,6.34,3.87 +4899,0.77,Ideal,D,VS2,61.8,56.0,3721,5.84,5.9,3.63 +13315,1.07,Ideal,H,SI1,62.1,56.0,5498,6.53,6.58,4.07 +17453,1.01,Good,F,VS1,63.3,60.0,6999,6.32,6.35,4.01 +10564,1.05,Ideal,F,SI1,61.8,57.0,4816,6.54,6.51,4.03 +20405,1.51,Premium,J,VVS2,62.6,59.0,8770,7.31,7.33,4.58 +8662,1.16,Very Good,H,SI2,59.6,59.0,4455,6.85,6.87,4.09 +15157,1.28,Premium,I,SI1,62.6,55.0,6093,6.97,6.93,4.35 +42157,0.53,Very Good,F,SI1,59.2,59.0,1284,5.31,5.34,3.15 +36957,0.27,Ideal,H,VS1,61.6,56.0,480,4.16,4.19,2.57 +23237,1.31,Ideal,G,VVS1,61.1,57.0,11247,7.06,7.01,4.3 +26260,2.03,Ideal,G,SI2,62.6,56.0,15717,8.15,8.1,5.08 +34612,0.22,Premium,F,SI1,61.7,60.0,470,3.9,3.85,2.39 +40584,0.41,Premium,E,VS1,59.8,61.0,1153,4.85,4.79,2.88 +43229,0.4,Premium,E,VVS1,61.2,61.0,1397,4.74,4.7,2.89 +11578,1.23,Premium,G,SI1,62.5,62.0,5039,6.87,6.78,4.27 +9929,1.05,Premium,H,SI1,61.9,58.0,4692,6.5,6.45,4.01 +15324,1.01,Very Good,G,VS1,61.9,58.0,6152,6.42,6.5,4.0 +44453,0.51,Premium,G,VS1,61.0,58.0,1591,5.2,5.16,3.16 +26719,0.32,Ideal,F,VS2,61.1,57.0,645,4.4,4.44,2.7 +2882,1.18,Very Good,E,I1,59.9,63.0,3278,6.85,6.8,4.09 +39078,0.59,Fair,H,SI2,64.5,57.0,1059,5.37,5.16,3.42 +9848,0.91,Premium,E,VS2,62.2,60.0,4676,6.21,6.13,3.84 +19175,1.43,Fair,E,SI1,65.1,56.0,7928,7.1,7.03,4.61 +17299,1.3,Ideal,I,VS1,62.1,57.0,6931,7.04,6.98,4.35 +31640,0.33,Premium,J,VS2,59.6,61.0,450,4.53,4.49,2.69 +21736,1.26,Very Good,E,VS2,59.5,57.0,9802,7.03,7.15,4.22 +37171,0.32,Ideal,D,VS2,62.2,56.0,972,4.4,4.38,2.73 +44844,0.53,Ideal,G,VS2,61.0,55.0,1625,5.23,5.24,3.2 +17099,1.23,Ideal,I,VS2,62.4,58.0,6817,6.81,6.88,4.27 +38012,0.42,Very Good,D,VS1,60.6,58.0,1009,4.87,4.9,2.96 +16262,1.09,Premium,G,VS2,60.9,56.0,6504,6.7,6.67,4.07 +46239,0.53,Ideal,F,VS2,61.1,56.0,1753,5.26,5.22,3.2 +52583,0.59,Premium,D,VVS2,62.6,58.0,2538,5.4,5.34,3.36 +4190,0.79,Ideal,G,VS1,62.0,56.0,3561,5.91,5.94,3.67 +45085,0.5,Very Good,D,VS2,63.4,58.0,1646,5.04,5.06,3.2 +20453,1.1,Ideal,F,VS1,61.5,59.0,8796,6.63,6.58,4.06 +6893,1.1,Good,I,SI1,63.1,61.0,4133,6.49,6.56,4.12 +11372,0.34,Ideal,E,SI1,62.2,55.0,596,4.45,4.49,2.78 +15045,0.3,Very Good,F,VS2,62.8,58.0,605,4.24,4.29,2.68 +37114,0.4,Ideal,I,VVS2,61.8,56.0,970,4.76,4.79,2.95 +17979,1.2,Very Good,G,VS2,62.4,59.0,7273,6.68,6.74,4.19 +24019,1.15,Ideal,E,VVS2,61.5,57.0,12193,6.72,6.75,4.14 +15928,1.17,Ideal,H,SI1,61.1,57.0,6368,6.77,6.83,4.16 +27751,0.32,Very Good,I,VS1,63.2,54.0,648,4.42,4.38,2.78 +49324,0.51,Ideal,F,VVS2,62.2,56.0,2093,5.08,5.12,3.17 +26496,2.06,Premium,H,SI2,60.0,60.0,16098,6.29,6.25,4.96 +30777,0.4,Ideal,G,SI1,62.5,54.0,741,4.74,4.77,2.97 +15760,1.02,Premium,G,VS2,62.5,58.0,6301,6.41,6.46,4.02 +1796,1.03,Fair,G,SI1,66.1,56.0,3052,6.26,6.2,4.12 +19762,1.6,Premium,H,SI2,59.4,59.0,8333,7.6,7.55,4.5 +50440,0.7,Very Good,E,SI2,61.5,60.0,2263,5.65,5.7,3.49 +15239,1.27,Premium,I,VS2,62.6,59.0,6116,6.95,6.86,4.32 +14070,0.3,Good,H,VVS2,63.6,56.0,605,4.26,4.29,2.72 +31585,0.35,Ideal,E,VS2,62.5,55.0,767,4.5,4.52,2.82 +37866,0.39,Ideal,F,VS1,62.0,55.0,1003,4.66,4.69,2.9 +34257,0.37,Ideal,D,VVS2,62.4,56.0,857,4.56,4.64,2.87 +27958,0.27,Ideal,I,VS1,62.0,56.0,432,4.16,4.19,2.59 +49322,0.51,Premium,F,VVS2,60.5,59.0,2093,5.15,5.17,3.12 +47583,0.72,Premium,J,VS1,63.0,56.0,1875,5.72,5.67,3.59 +14378,0.3,Ideal,G,VS1,61.8,54.0,605,4.29,4.32,2.66 +30151,0.32,Very Good,E,SI1,63.1,56.0,720,4.39,4.36,2.76 +19026,0.34,Ideal,H,VS1,62.2,55.0,620,4.47,4.49,2.79 +1836,0.71,Ideal,G,SI1,61.5,55.0,3061,5.75,5.79,3.55 +18528,1.03,Ideal,F,VS2,60.2,54.0,7550,6.64,6.61,3.99 +48478,0.71,Very Good,J,SI1,59.7,57.0,1979,5.84,5.88,3.5 +32774,0.34,Premium,D,SI1,61.2,58.0,803,4.49,4.47,2.74 +26546,2.03,Ideal,G,SI1,60.3,56.0,16224,8.27,8.21,4.97 +45071,0.46,Ideal,F,VS1,61.7,56.0,1643,4.93,4.96,3.05 +38736,0.4,Ideal,D,VS1,62.2,57.0,1043,4.71,4.74,2.94 +50681,0.73,Very Good,I,VS1,62.4,56.0,2288,5.72,5.76,3.58 +5468,0.77,Ideal,D,VS2,61.1,57.0,3837,5.93,5.96,3.63 +13958,1.16,Good,H,SI1,64.0,58.0,5678,6.63,6.56,4.22 +50407,0.57,Ideal,E,SI1,61.9,57.0,2257,5.35,5.31,3.3 +18232,2.04,Premium,I,I1,61.1,61.0,7403,8.25,8.12,5.0 +32011,0.31,Ideal,D,VVS2,61.9,55.0,777,4.36,4.39,2.71 +48596,0.7,Very Good,H,SI2,63.1,55.0,1995,5.71,5.66,3.59 +23232,2.06,Ideal,J,SI2,61.9,55.0,11234,8.19,8.23,5.08 +46782,0.71,Very Good,J,SI2,60.7,61.0,1805,5.75,5.81,3.51 +42216,0.42,Ideal,G,IF,61.5,56.0,1289,4.84,4.85,2.98 +31445,0.34,Premium,G,VS2,60.3,54.0,765,4.56,4.53,2.74 +44291,0.52,Premium,G,VS2,62.1,58.0,1577,5.18,5.15,3.21 +19858,1.5,Very Good,J,VVS1,62.3,62.0,8415,7.16,7.23,4.48 +14720,0.3,Good,G,VS1,63.6,54.0,605,4.25,4.31,2.72 +25785,2.0,Premium,I,VS2,58.5,61.0,14763,8.28,8.19,4.82 +21389,0.34,Very Good,D,SI1,59.6,59.0,626,4.55,4.57,2.72 +53901,0.73,Ideal,H,VS2,62.5,58.0,2752,5.71,5.75,3.58 +20196,1.02,Ideal,F,VS1,62.0,57.0,8637,6.49,6.44,4.01 +15385,0.32,Very Good,G,VVS2,64.0,55.0,607,4.31,4.35,2.77 +29085,0.36,Very Good,G,SI1,63.3,56.0,689,4.53,4.5,2.86 +48751,0.56,Ideal,F,VS1,61.7,54.0,2016,5.34,5.3,3.28 +13031,0.26,Premium,H,VVS1,59.8,59.0,600,4.17,4.12,2.48 +31573,0.31,Ideal,E,VVS2,61.9,54.0,767,4.38,4.41,2.72 +24842,1.7,Ideal,I,VVS2,61.7,57.0,13247,7.67,7.62,4.71 +19440,1.54,Ideal,I,SI2,60.3,59.0,8092,7.43,7.46,4.49 +18880,1.2,Ideal,G,VS2,62.1,56.0,7741,6.84,6.78,4.23 +52399,0.56,Ideal,G,VVS2,61.0,57.0,2510,5.32,5.36,3.26 +7482,0.91,Premium,H,VS2,61.8,60.0,4238,6.22,6.18,3.83 +1460,0.7,Ideal,E,VS2,61.7,56.0,2979,5.74,5.71,3.53 +21126,1.52,Very Good,I,SI1,59.9,60.0,9290,7.46,7.49,4.48 +38,0.31,Good,H,SI1,64.0,54.0,402,4.29,4.31,2.75 +35856,0.32,Ideal,D,VVS1,62.6,57.0,917,4.34,4.41,2.74 +51233,0.7,Ideal,G,SI1,62.7,57.0,2352,5.69,5.64,3.55 +30381,0.3,Very Good,F,VVS2,62.5,56.0,730,4.26,4.29,2.67 +30223,0.33,Premium,E,VS2,61.1,59.0,723,4.45,4.49,2.73 +19265,1.53,Very Good,H,SI2,61.4,60.0,7991,7.36,7.43,4.54 +8417,0.97,Very Good,H,SI1,62.8,55.0,4404,6.25,6.3,3.94 +22217,1.51,Premium,H,SI1,62.3,59.0,10274,7.29,7.23,4.52 +19720,1.5,Ideal,I,SI1,62.7,57.0,8291,7.21,7.3,4.55 +13666,1.14,Very Good,E,SI2,60.0,54.0,5593,6.74,6.97,4.11 +44417,0.58,Premium,F,VS2,62.2,55.0,1586,5.4,5.31,3.33 +21028,1.52,Ideal,H,SI1,60.1,60.0,9235,7.5,7.42,4.48 +31584,0.35,Very Good,E,VS2,62.1,59.0,767,4.46,4.49,2.78 +30938,0.24,Very Good,G,VVS2,62.0,57.0,449,4.0,4.03,2.49 +36583,0.33,Ideal,G,IF,61.2,56.0,946,4.47,4.51,2.75 +74,0.3,Premium,H,SI1,62.5,57.0,554,4.29,4.25,2.67 +33396,0.31,Ideal,F,VVS1,62.0,55.0,828,4.34,4.37,2.7 +6522,1.12,Very Good,J,SI2,58.5,60.0,4066,6.83,6.89,4.01 +5922,1.0,Good,G,SI2,57.4,60.0,3941,6.63,6.53,3.78 +32228,0.31,Ideal,G,VVS1,61.9,54.0,789,4.35,4.37,2.7 +8284,0.9,Good,D,SI2,62.2,63.0,4382,6.14,6.23,3.85 +34656,0.31,Ideal,E,VS2,62.8,57.0,872,4.37,4.33,2.73 +32598,0.3,Ideal,F,VVS1,61.9,56.0,802,4.29,4.33,2.67 +41862,0.33,Ideal,D,VVS1,60.5,56.0,1257,4.5,4.53,2.73 +18838,1.5,Good,D,SI2,61.1,64.0,7722,7.26,7.35,4.46 +11617,1.2,Good,G,SI2,63.6,54.0,5049,6.71,6.75,4.28 +16370,0.33,Ideal,D,SI1,62.7,55.0,608,4.4,4.44,2.77 +35713,0.3,Premium,D,VS2,60.6,58.0,911,4.36,4.32,2.63 +9370,0.32,Very Good,D,SI1,58.3,58.0,589,4.49,4.54,2.63 +6770,0.91,Ideal,F,SI1,60.2,57.0,4108,6.29,6.34,3.8 +2014,0.81,Very Good,H,VS1,63.6,57.0,3104,5.87,5.9,3.74 +7541,1.01,Ideal,I,SI2,62.8,57.0,4244,6.36,6.41,4.01 +30360,0.39,Ideal,D,SI1,60.6,55.0,729,4.73,4.78,2.88 +29393,0.31,Very Good,E,SI1,63.2,59.0,698,4.31,4.24,2.7 +44556,0.52,Premium,F,VS2,61.4,62.0,1605,5.19,5.16,3.18 +24480,1.1,Ideal,E,VVS1,61.1,56.0,12748,6.69,6.73,4.1 +20785,1.16,Very Good,G,VVS1,60.7,56.0,9023,6.77,6.83,4.13 +21847,1.26,Ideal,G,VS1,61.9,55.0,9907,6.96,6.91,4.29 +652,0.73,Very Good,E,SI1,57.7,61.0,2844,5.92,5.96,3.43 +37026,0.33,Premium,G,VVS2,62.0,59.0,965,4.46,4.41,2.75 +25970,1.82,Premium,G,SI1,62.7,58.0,15162,7.75,7.68,4.84 +19582,1.07,Ideal,G,VVS2,62.8,54.0,8212,6.51,6.55,4.1 +46081,0.52,Ideal,E,SI1,60.8,55.0,1737,5.2,5.24,3.18 +41390,0.42,Ideal,F,VVS2,61.7,57.0,1221,4.81,4.78,2.96 +43801,0.58,Ideal,G,SI1,61.4,55.8,1442,5.34,5.38,3.29 +40283,0.3,Ideal,I,VVS2,62.5,54.0,495,4.27,4.31,2.68 +21362,0.33,Good,D,VS2,63.5,56.0,625,4.36,4.4,2.78 +15752,1.32,Very Good,I,SI2,61.2,58.0,6300,7.12,7.06,4.34 +37742,0.31,Ideal,D,VVS2,61.9,55.0,997,4.39,4.36,2.71 +18709,0.27,Very Good,E,VVS2,60.9,58.0,620,4.14,4.17,2.53 +10886,1.21,Premium,I,SI2,59.9,58.0,4879,6.94,6.91,4.15 +21810,1.71,Good,I,SI1,63.2,57.0,9881,7.49,7.53,4.75 +25343,2.08,Premium,I,SI2,60.8,61.0,14047,8.24,8.21,5.0 +35144,0.38,Ideal,F,VS2,61.2,57.0,889,4.67,4.64,2.85 +28620,0.3,Very Good,E,SI1,63.4,56.0,675,4.25,4.23,2.69 +14937,1.23,Ideal,J,VS2,61.2,57.0,6015,6.93,6.88,4.23 +53037,0.7,Very Good,D,SI1,59.4,63.0,2604,5.76,5.78,3.43 +48960,0.61,Ideal,I,VVS1,61.9,56.0,2048,5.41,5.45,3.36 +44304,0.56,Very Good,D,SI1,62.5,58.0,1578,5.23,5.27,3.28 +40358,0.43,Premium,F,VS1,62.2,61.0,1129,4.83,4.75,2.98 +33074,0.32,Ideal,H,IF,62.1,54.0,814,4.41,4.45,2.75 +8719,0.32,Ideal,F,SI1,60.9,55.0,586,4.46,4.53,2.72 +38765,0.31,Ideal,F,IF,62.0,56.0,1046,4.36,4.32,2.69 +16121,1.27,Very Good,I,VS2,62.4,58.0,6443,6.83,6.89,4.28 +35985,0.35,Ideal,H,IF,61.9,55.0,921,4.51,4.54,2.8 +12626,1.05,Very Good,H,VS2,63.2,58.0,5292,6.46,6.39,4.06 +37028,0.3,Good,F,VVS1,63.7,59.0,965,4.24,4.17,2.68 +37929,0.3,Very Good,H,SI2,63.2,55.0,485,4.29,4.26,2.7 +50920,0.72,Premium,G,SI1,60.8,58.0,2318,5.8,5.74,3.51 +44357,0.55,Very Good,D,SI1,61.6,56.0,1580,5.24,5.28,3.24 +50815,0.7,Premium,E,SI2,62.9,59.0,2307,5.67,5.59,3.54 +35336,0.32,Ideal,E,VS1,61.4,56.0,898,4.42,4.44,2.72 +14481,1.2,Premium,H,SI2,62.3,59.0,5846,6.82,6.75,4.23 +19135,1.01,Ideal,E,VS2,60.4,58.0,7900,6.49,6.52,3.93 +13151,1.08,Ideal,G,SI1,61.7,56.0,5439,6.6,6.63,4.08 +40186,0.52,Good,E,SI2,63.7,56.0,1120,5.12,5.15,3.27 +49355,0.71,Very Good,F,SI2,59.0,58.0,2098,5.84,5.89,3.46 +10866,1.01,Very Good,H,SI1,61.8,59.0,4876,6.37,6.41,3.95 +9801,1.04,Ideal,F,SI2,62.1,57.0,4668,6.46,6.48,4.02 +35562,0.35,Ideal,G,VS1,61.9,55.0,906,4.53,4.51,2.8 +23200,1.14,Ideal,E,VVS2,61.6,57.0,11206,6.68,6.73,4.13 +40687,0.46,Premium,E,VS2,61.3,57.0,1156,5.02,4.99,3.07 +47826,0.76,Premium,J,SI1,58.4,59.0,1904,6.01,5.97,3.51 +22062,1.51,Good,E,SI1,60.4,61.0,10088,7.33,7.37,4.44 +43779,0.37,Fair,D,IF,61.2,57.0,1440,4.68,4.73,2.88 +39588,0.42,Ideal,F,VS1,61.6,56.0,1082,4.82,4.8,2.96 +27534,2.03,Premium,D,SI2,62.4,59.0,18286,8.04,7.98,5.0 +27747,2.07,Ideal,G,SI2,62.5,55.0,18804,8.2,8.13,5.11 +4436,0.9,Good,G,SI1,65.0,57.0,3615,5.96,6.01,3.89 +12002,1.01,Premium,H,VS1,61.6,57.0,5147,6.47,6.38,3.96 +30974,0.4,Very Good,D,VS2,62.3,58.0,746,4.69,4.72,2.93 +35968,0.3,Ideal,G,SI1,61.8,56.0,477,4.34,4.37,2.69 +18433,1.27,Premium,H,VS2,60.7,58.0,7496,7.04,6.97,4.25 +16518,1.0,Premium,E,VS2,61.5,58.0,6600,6.39,6.42,3.94 +22165,1.5,Fair,H,VS2,65.2,58.0,10206,7.12,7.06,4.62 +1515,0.7,Ideal,G,VS1,60.9,56.0,2995,5.76,5.8,3.52 +37951,0.41,Premium,F,VS1,61.1,58.0,1007,4.74,4.78,2.91 +18582,1.44,Premium,I,SI1,62.9,59.0,7580,7.2,7.15,4.51 +39311,0.55,Premium,G,SI2,61.2,59.0,1069,5.3,5.26,3.23 +31397,0.47,Very Good,J,SI1,62.4,58.0,764,4.94,4.99,3.1 +13919,1.09,Ideal,F,SI1,62.0,56.0,5665,6.56,6.61,4.08 +19447,1.53,Good,I,SI1,63.1,57.0,8095,7.28,7.34,4.61 +13894,1.01,Good,G,VS2,60.3,57.0,5655,6.46,6.51,3.91 +22444,1.6,Ideal,F,SI2,61.7,56.0,10472,7.5,7.53,4.64 +49848,0.72,Very Good,G,SI1,63.6,56.0,2170,5.69,5.72,3.63 +48086,0.71,Ideal,J,VS1,61.9,55.0,1932,5.69,5.75,3.54 +2334,0.75,Ideal,E,SI1,62.1,55.0,3170,5.81,5.85,3.62 +11139,1.0,Very Good,F,SI1,63.4,61.0,4939,6.35,6.29,4.01 +31952,0.3,Premium,G,SI2,62.7,55.0,452,4.29,4.26,2.68 +46197,0.6,Ideal,E,SI1,61.4,58.0,1749,5.44,5.47,3.35 +43875,0.5,Ideal,E,VS2,62.7,55.0,1451,5.08,5.12,3.2 +13886,1.03,Premium,D,SI1,63.0,59.0,5653,6.44,6.39,4.04 +52044,0.74,Very Good,H,VS2,62.9,57.0,2451,5.73,5.78,3.62 +17971,1.5,Premium,I,SI2,62.2,62.0,7266,7.27,7.2,4.5 +36332,0.32,Ideal,G,VVS2,62.1,57.0,936,4.42,4.4,2.74 +8899,1.31,Premium,J,SI1,60.3,62.0,4490,7.12,7.04,4.26 +23619,1.79,Ideal,H,SI2,61.5,56.0,11643,7.77,7.81,4.79 +48153,0.56,Ideal,H,VVS1,61.4,56.0,1941,5.3,5.32,3.26 +23742,2.0,Very Good,J,SI2,61.9,55.0,11792,8.06,8.09,5.0 +47763,0.5,Ideal,D,VS2,61.8,56.0,1893,5.11,5.14,3.16 +42789,0.54,Ideal,G,SI1,62.4,56.0,1350,5.2,5.22,3.25 +14751,1.0,Very Good,F,VS2,62.1,58.0,5938,6.36,6.45,3.96 +1195,0.75,Ideal,F,VS2,62.3,57.0,2933,5.81,5.87,3.64 +10506,1.12,Ideal,G,SI2,62.4,56.0,4798,6.67,6.63,4.15 +14399,0.3,Good,G,VS1,63.6,55.0,605,4.26,4.29,2.72 +53604,0.7,Ideal,F,SI1,61.3,57.0,2700,5.75,5.71,3.51 +33068,0.32,Ideal,H,IF,61.6,55.0,814,4.41,4.42,2.72 +3222,0.9,Good,G,SI2,58.5,61.0,3350,6.28,6.33,3.69 +52571,0.7,Ideal,H,VS2,63.0,55.0,2536,5.7,5.67,3.58 +2711,0.31,Ideal,G,SI1,61.6,55.0,563,4.34,4.37,2.68 +47939,0.56,Premium,E,VS2,62.1,57.0,1915,5.3,5.27,3.28 +50443,0.8,Very Good,H,SI2,59.7,58.0,2263,6.03,6.09,3.62 +35686,0.35,Ideal,G,IF,61.3,56.0,910,4.51,4.53,2.77 +20805,1.08,Ideal,G,IF,61.3,57.0,9035,6.62,6.59,4.05 +11623,1.2,Ideal,I,SI2,60.5,58.0,5050,6.92,6.83,4.16 +1692,0.7,Good,D,VS2,64.1,59.0,3033,5.56,5.49,3.54 +38239,0.35,Very Good,D,VS1,60.8,56.0,1018,4.56,4.58,2.78 +45711,0.56,Ideal,G,VS2,60.6,57.0,1698,5.36,5.33,3.24 +23364,0.23,Ideal,E,VS2,62.6,57.0,423,3.88,3.92,2.44 +50138,0.7,Premium,F,SI2,61.8,60.0,2213,5.65,5.71,3.51 +19539,1.51,Ideal,J,VS1,61.9,58.0,8170,7.28,7.33,4.52 +16552,1.01,Good,D,VS1,61.1,56.0,6612,6.36,6.43,3.91 +30581,0.31,Ideal,D,VS2,59.0,57.0,734,4.44,4.48,2.63 +53146,0.75,Premium,G,SI1,59.1,59.0,2622,5.98,5.9,3.51 +27180,2.51,Premium,J,SI1,59.6,60.0,17452,8.84,8.79,5.25 +7575,0.9,Good,F,VS2,63.3,57.0,4253,6.04,6.09,3.84 +4427,0.72,Very Good,G,IF,60.7,56.0,3614,5.78,5.81,3.52 +22310,1.4,Very Good,G,VS2,60.1,62.0,10351,7.16,7.25,4.33 +17744,1.32,Good,I,VS1,59.2,58.0,7143,7.14,7.18,4.24 +12206,1.11,Very Good,H,SI1,60.8,60.0,5192,6.62,6.77,4.07 +51987,0.25,Very Good,E,VVS2,62.2,57.0,548,4.02,4.12,2.53 +9478,1.02,Premium,H,SI1,61.9,58.0,4604,6.43,6.47,3.99 +33462,0.32,Premium,G,VS1,62.8,59.0,828,4.37,4.33,2.73 +51298,0.7,Premium,F,SI2,59.1,58.0,2362,5.85,5.83,3.45 +51100,0.59,Ideal,G,VS2,61.9,57.0,2336,5.41,5.38,3.34 +27664,2.29,Premium,I,VS2,60.8,60.0,18653,8.47,8.5,5.16 +24677,1.5,Ideal,G,VS1,60.6,57.0,13034,7.47,7.36,4.49 +53717,0.7,Ideal,E,VS2,60.3,57.0,2719,5.7,5.8,3.47 +19507,1.0,Very Good,D,VS2,62.4,57.0,8138,6.36,6.4,3.98 +53341,0.7,Very Good,D,SI1,60.3,60.0,2656,5.74,5.77,3.47 +5694,1.01,Very Good,I,SI1,62.0,54.0,3888,6.36,6.51,3.99 +45529,0.54,Ideal,G,VS1,61.4,57.0,1684,5.23,5.2,3.2 +36360,0.4,Ideal,I,VVS2,62.2,55.0,939,4.72,4.76,2.95 +41968,0.23,Very Good,E,VVS2,62.8,58.0,505,3.92,3.94,2.47 +37456,0.35,Ideal,E,VS2,62.4,57.0,984,4.55,4.52,2.83 +33002,0.34,Ideal,G,VVS1,60.4,56.0,813,4.52,4.55,2.74 +31359,0.41,Good,E,SI1,59.5,62.0,760,4.85,4.87,2.89 +1349,0.82,Premium,F,SI1,62.4,56.0,2962,6.01,5.98,3.74 +40510,0.41,Ideal,E,VS1,61.2,56.0,1144,4.82,4.89,2.97 +35263,0.3,Good,G,IF,63.8,55.0,895,4.24,4.28,2.72 +45815,0.59,Very Good,E,VS2,61.8,59.0,1712,5.35,5.4,3.32 +46708,0.7,Very Good,F,SI2,63.2,59.0,1792,5.66,5.61,3.56 +36482,0.43,Very Good,G,VS1,62.2,59.0,943,4.81,4.84,3.0 +28326,0.33,Ideal,G,VS1,62.1,55.0,666,4.43,4.46,2.76 +43194,0.51,Ideal,F,SI1,61.7,56.0,1394,5.12,5.15,3.17 +26939,1.5,Very Good,E,VS1,59.5,61.0,16988,7.43,7.46,4.43 +949,0.9,Good,H,SI2,63.5,58.0,2889,6.09,6.14,3.88 +44498,0.51,Ideal,G,VS1,61.4,54.0,1599,5.15,5.18,3.17 +30150,0.32,Very Good,E,SI1,63.4,55.0,720,4.36,4.35,2.76 +15646,1.0,Premium,G,VS2,60.1,57.0,6272,6.42,6.35,3.84 +42843,0.41,Ideal,F,VVS1,61.8,55.0,1356,4.78,4.76,2.95 +35100,0.3,Ideal,F,IF,62.4,54.0,886,4.33,4.36,2.71 +26536,2.58,Premium,H,SI2,62.6,57.0,16195,8.77,8.73,5.48 +21351,1.59,Ideal,J,VS1,61.3,57.0,9494,7.5,7.55,4.61 +50799,0.71,Ideal,I,VS1,62.1,56.0,2306,5.68,5.72,3.54 +33991,0.42,Premium,G,VS2,59.5,59.0,847,4.83,4.89,2.89 +13054,1.5,Premium,F,I1,60.6,62.0,5410,7.24,7.22,4.38 +5198,0.71,Premium,E,VVS1,62.7,60.0,3779,5.73,5.62,3.56 +49815,0.59,Ideal,G,VVS1,61.5,57.0,2166,5.4,5.46,3.34 +24372,0.32,Ideal,E,VS2,61.6,56.0,637,4.4,4.43,2.72 +18448,1.34,Ideal,F,VS2,62.5,56.0,7504,7.09,7.05,4.42 +26698,0.31,Ideal,G,SI2,61.6,55.6,429,4.34,4.37,2.69 +53070,0.75,Ideal,E,SI2,61.7,55.0,2609,5.9,5.86,3.63 +40532,0.72,Fair,G,I1,65.1,57.0,1147,5.65,5.55,3.65 +9849,1.0,Ideal,H,SI1,61.4,55.0,4676,6.49,6.44,3.97 +12029,1.18,Ideal,I,SI1,62.1,56.0,5154,6.79,6.77,4.21 +18937,1.12,Premium,F,VS1,62.1,60.0,7781,6.62,6.58,4.1 +39849,0.38,Ideal,E,VVS2,62.2,56.0,1100,4.58,4.65,2.87 +52434,0.7,Very Good,E,VS2,62.6,56.0,2513,5.65,5.69,3.55 +37037,0.4,Very Good,D,VS1,63.1,55.0,967,4.7,4.74,2.98 +28830,0.41,Ideal,E,SI2,59.8,55.0,683,4.81,4.93,2.91 +21249,1.8,Ideal,H,SI1,62.2,57.0,9399,7.79,7.71,4.82 +14643,1.2,Good,D,SI1,63.5,55.0,5913,6.7,6.78,4.28 +4577,0.9,Very Good,G,SI1,63.6,57.0,3649,6.09,6.12,3.88 +38313,0.46,Ideal,F,SI1,62.5,56.0,1018,4.94,4.92,3.08 +36603,0.32,Ideal,D,SI2,62.6,56.0,477,4.38,4.4,2.75 +27236,1.72,Premium,G,VS1,59.4,60.0,17605,7.82,7.86,4.66 +21671,1.96,Premium,H,SI2,60.4,62.0,9769,7.96,7.9,4.79 +40229,0.4,Ideal,G,VVS1,61.4,55.0,1123,4.72,4.76,2.91 +40586,0.41,Premium,E,VS1,60.1,58.0,1153,4.84,4.81,2.9 +47119,0.62,Ideal,H,VS1,61.8,54.0,1828,5.5,5.53,3.41 +35955,0.3,Ideal,F,SI1,62.5,56.0,475,4.28,4.3,2.68 +14114,1.46,Fair,H,SI2,56.3,60.0,5723,7.61,7.55,4.27 +53199,0.7,Premium,G,VS2,61.6,58.0,2633,5.69,5.73,3.52 +47407,0.54,Ideal,F,VS1,60.7,59.0,1849,5.27,5.3,3.21 +53036,0.71,Very Good,G,SI1,60.2,58.0,2604,5.71,5.75,3.45 +3640,0.75,Ideal,E,VS2,61.9,57.0,3435,5.81,5.83,3.6 +31615,0.32,Ideal,I,SI2,61.7,55.0,371,4.39,4.42,2.72 +42177,0.5,Ideal,F,SI1,61.0,56.0,1286,5.15,5.17,3.15 +1663,0.9,Good,J,VS2,63.9,58.0,3024,6.15,6.08,3.91 +18114,1.05,Ideal,H,IF,61.2,55.0,7329,6.62,6.59,4.04 +26578,2.01,Ideal,I,SI1,64.8,62.0,16287,7.92,7.82,5.1 +39717,0.5,Very Good,E,SI1,62.4,58.0,1090,5.06,5.01,3.14 +37769,0.41,Ideal,E,VS2,62.1,57.0,999,4.79,4.74,2.96 +29042,0.4,Good,E,SI1,63.5,55.0,687,4.67,4.71,2.98 +25538,2.1,Premium,J,VS2,61.3,59.0,14359,8.27,8.21,5.05 +14321,1.18,Premium,H,SI1,61.8,58.0,5801,6.79,6.74,4.18 +41692,0.54,Premium,F,SI2,60.0,60.0,1240,5.27,5.22,3.24 +48508,0.7,Fair,G,SI1,65.0,59.0,1982,5.57,5.5,3.6 +23625,1.11,Very Good,F,VVS2,59.4,58.0,11650,6.74,6.79,4.02 +2695,0.9,Good,G,SI2,63.8,59.0,3246,6.05,6.02,3.85 +47653,0.23,Ideal,D,VVS2,62.1,57.0,530,3.92,3.97,2.45 +11438,1.0,Good,D,SI1,61.9,65.0,5005,6.31,6.36,3.92 +19372,0.27,Ideal,E,VVS2,62.5,57.0,622,4.1,4.13,2.57 +44590,0.54,Ideal,D,SI1,62.1,55.0,1607,5.18,5.23,3.23 +6154,0.93,Ideal,D,SI2,62.5,55.0,3990,6.2,6.24,3.89 +31024,0.31,Premium,G,VS1,58.2,61.0,749,4.45,4.42,2.58 +21651,1.2,Ideal,G,VVS1,61.2,56.0,9744,6.89,6.86,4.21 +25779,2.58,Very Good,D,SI2,58.9,63.0,14749,9.08,9.01,5.33 +32210,0.39,Good,F,VS2,63.3,55.0,788,4.63,4.66,2.94 +19330,1.57,Ideal,J,SI1,62.0,55.6,8035,7.43,7.47,4.62 +16883,1.31,Premium,I,VS1,58.5,60.0,6737,7.18,7.15,4.19 +14090,1.23,Ideal,F,SI2,62.8,57.0,5715,6.74,6.86,4.27 +49802,0.57,Ideal,E,VS1,61.5,55.0,2164,5.35,5.37,3.3 +31185,0.32,Ideal,D,SI1,61.9,57.0,756,4.4,4.36,2.71 +35018,0.4,Very Good,E,SI1,63.3,56.0,882,4.74,4.68,2.98 +37180,0.32,Ideal,D,VS2,62.7,54.0,972,4.38,4.36,2.74 +19479,1.0,Very Good,G,VVS1,63.4,57.0,8115,6.33,6.36,4.02 +2314,0.87,Fair,I,VS2,57.3,59.0,3166,6.29,6.44,3.65 +13306,1.09,Ideal,G,SI1,62.4,56.0,5496,6.57,6.61,4.11 +7104,0.9,Ideal,D,SI2,60.8,56.0,4167,6.26,6.24,3.8 +28544,0.3,Premium,E,SI1,61.8,60.0,675,4.28,4.23,2.63 +43691,0.5,Very Good,F,VS2,62.5,56.0,1436,5.06,5.09,3.17 +25467,1.5,Premium,G,VS1,61.2,59.0,14234,7.36,7.32,4.49 +30004,0.43,Ideal,H,SI1,62.3,56.0,716,4.83,4.86,3.02 +29733,0.31,Very Good,G,VVS2,62.9,58.0,707,4.27,4.31,2.7 +23751,1.5,Good,E,SI1,64.1,58.0,11795,7.24,7.15,4.61 +28021,0.3,Very Good,F,VS1,61.9,59.0,658,4.26,4.3,2.65 +37238,0.4,Premium,E,VS2,62.2,58.0,975,4.72,4.67,2.92 +42890,0.51,Ideal,D,SI2,61.1,56.0,1359,5.18,5.16,3.16 +3268,0.71,Ideal,E,SI1,60.8,57.0,3360,5.8,5.84,3.54 +47026,0.56,Very Good,E,VS2,61.4,61.0,1819,5.28,5.31,3.25 +53899,0.65,Very Good,D,VS1,60.8,57.2,2752,5.55,5.63,3.4 +30128,0.32,Premium,G,VS2,61.2,59.0,720,4.41,4.38,2.69 +6420,1.02,Premium,F,SI2,61.0,58.0,4043,6.49,6.52,3.97 +50230,0.82,Very Good,G,SI2,63.4,55.0,2232,5.96,5.93,3.77 +5761,1.01,Premium,F,SI2,60.0,59.0,3897,6.47,6.41,3.86 +18447,1.0,Very Good,F,VS1,61.6,56.0,7504,6.41,6.44,3.96 +22784,1.04,Ideal,F,VVS2,61.6,57.0,10804,6.47,6.51,4.0 +23588,2.01,Ideal,G,SI2,61.5,55.0,11602,8.15,8.11,5.0 +20744,1.53,Ideal,I,SI1,62.4,57.0,8981,7.33,7.37,4.59 +13909,1.01,Very Good,F,VS2,63.3,56.0,5662,6.36,6.34,4.02 +37960,0.41,Ideal,G,VVS2,61.1,55.0,1007,4.8,4.83,2.94 +45413,0.51,Ideal,G,VS1,61.7,56.0,1668,5.1,5.2,3.18 +43694,0.5,Premium,F,VS2,62.2,59.0,1436,5.06,5.1,3.16 +53818,0.71,Very Good,E,SI1,61.3,59.0,2735,5.69,5.73,3.5 +31497,0.34,Ideal,G,VS2,61.5,57.0,765,4.51,4.47,2.76 +30562,0.31,Ideal,E,VS1,61.8,56.0,734,4.34,4.37,2.69 +40000,0.41,Ideal,F,VS2,62.1,56.0,1107,4.79,4.74,2.96 +25159,2.08,Very Good,J,VS2,60.6,61.0,13732,8.24,8.34,5.02 +42941,0.33,Ideal,G,SI1,61.6,56.0,506,4.43,4.47,2.74 +2169,0.82,Ideal,G,SI1,61.8,55.0,3133,6.02,6.05,3.73 +32716,0.31,Premium,F,VS2,61.4,55.0,802,4.34,4.32,2.66 +11991,0.91,Very Good,E,VS2,61.1,58.0,5145,6.2,6.28,3.81 +10090,1.02,Good,E,SI2,63.4,57.0,4712,6.41,6.43,4.07 +48401,0.71,Premium,J,VS2,60.1,61.0,1968,5.82,5.77,3.48 +32016,0.38,Premium,J,VVS2,60.5,59.0,778,4.72,4.69,2.84 +40228,0.4,Ideal,G,VVS1,61.6,57.0,1123,4.75,4.76,2.93 +9424,1.01,Ideal,G,SI1,61.8,57.0,4588,6.41,6.46,3.98 +10515,0.9,Ideal,F,VS2,62.6,56.0,4801,6.16,6.23,3.88 +53220,0.71,Ideal,I,VS1,61.9,55.0,2637,5.75,5.71,3.55 +13526,1.0,Premium,E,SI1,61.9,60.0,5544,6.46,6.37,3.97 +6053,0.32,Ideal,I,VS2,61.3,56.0,576,4.43,4.38,2.7 +14542,1.68,Good,E,I1,64.3,60.0,5871,7.48,7.44,4.8 +50659,0.31,Ideal,H,VS1,62.6,55.0,544,4.31,4.35,2.71 +35878,0.32,Ideal,G,IF,61.6,55.0,918,4.42,4.45,2.73 +4539,1.0,Premium,H,SI2,59.1,62.0,3640,6.5,6.47,3.83 +16679,1.01,Good,E,VS2,63.5,58.0,6666,6.34,6.36,4.03 +45194,0.51,Ideal,G,VS1,61.9,56.0,1656,5.1,5.14,3.17 +44281,0.53,Ideal,G,VS2,61.8,55.0,1577,5.19,5.22,3.21 +45098,0.53,Very Good,G,VS1,62.3,55.0,1648,5.15,5.18,3.22 +41132,0.35,Ideal,E,IF,62.2,56.0,1197,4.51,4.52,2.81 +53071,0.74,Ideal,I,VS1,60.7,55.0,2609,5.84,5.88,3.56 +25355,0.28,Very Good,E,VVS2,61.8,58.0,642,4.2,4.24,2.61 +42618,0.32,Premium,I,VS1,61.0,60.0,505,4.42,4.47,2.71 +48604,0.63,Premium,H,VS1,61.7,59.0,1996,5.53,5.49,3.4 +40621,0.41,Ideal,E,VS1,62.1,55.0,1153,4.8,4.77,2.97 +47334,0.23,Very Good,E,VVS1,62.9,59.0,530,3.93,3.95,2.48 +8051,0.25,Very Good,F,VVS2,61.2,55.0,583,4.1,4.14,2.52 +6161,1.0,Very Good,H,SI2,64.1,54.0,3991,6.3,6.33,4.05 +2675,0.7,Good,D,VS1,57.8,60.0,3239,5.85,5.87,3.39 +6196,0.9,Premium,D,SI1,62.8,59.0,3997,6.1,6.06,3.82 +3804,0.71,Very Good,D,VS1,62.9,56.0,3465,5.65,5.7,3.57 +52359,0.62,Ideal,H,IF,60.5,58.0,2501,5.48,5.52,3.33 +11141,1.0,Good,F,SI1,63.6,58.0,4939,6.31,6.27,4.0 +15062,1.0,Good,E,VS2,57.4,58.0,6050,6.57,6.61,3.78 +44984,0.31,Premium,G,SI2,62.3,57.0,523,4.37,4.33,2.71 +18248,1.01,Ideal,F,VS1,60.8,57.0,7412,6.54,6.52,3.97 +2332,0.92,Ideal,J,SI1,62.3,56.0,3170,6.24,6.29,3.9 +9009,1.01,Very Good,H,SI1,63.1,60.0,4513,6.41,6.37,4.03 +12274,0.92,Very Good,E,VS1,61.3,57.0,5210,6.22,6.27,3.83 +8913,1.0,Premium,G,SI1,62.5,59.0,4493,6.35,6.29,3.95 +12035,0.34,Ideal,G,VS2,62.1,57.0,596,4.46,4.5,2.78 +8916,1.07,Ideal,H,SI2,62.8,57.0,4494,6.58,6.5,4.11 +35795,0.31,Ideal,D,VS1,60.1,57.0,913,4.39,4.4,2.64 +29020,0.31,Ideal,G,VVS2,60.9,56.0,687,4.4,4.43,2.69 +45054,0.58,Ideal,G,VS2,61.1,55.0,1641,5.45,5.42,3.32 +40146,0.51,Good,H,SI1,63.6,57.0,1116,5.09,5.04,3.22 +12049,0.34,Ideal,G,VS2,62.0,54.0,596,4.47,4.5,2.78 +32360,0.36,Premium,E,VS2,62.0,58.0,789,4.54,4.56,2.82 +25900,2.48,Fair,I,SI2,56.7,66.0,15030,8.88,8.64,4.99 +36557,0.4,Premium,E,SI1,62.2,58.0,945,4.74,4.71,2.94 +48053,0.61,Ideal,D,SI1,62.0,55.0,1927,5.44,5.47,3.38 +8789,1.14,Very Good,J,SI2,62.4,57.0,4470,6.66,6.7,4.17 +5336,1.08,Very Good,J,SI2,63.2,59.0,3810,6.57,6.4,4.1 +22524,1.64,Ideal,I,VS2,62.5,56.0,10562,7.58,7.52,4.72 +34838,0.3,Premium,G,VVS2,60.8,58.0,878,4.38,4.34,2.65 +17809,1.04,Good,G,VS1,63.8,57.0,7177,6.43,6.4,4.09 +51921,0.7,Very Good,F,VS2,62.7,57.0,2437,5.61,5.65,3.53 +17364,1.2,Ideal,H,SI1,61.1,56.0,6968,6.92,6.87,4.21 +9594,1.06,Ideal,I,SI1,61.2,56.0,4630,6.64,6.6,4.05 +33958,0.23,Very Good,F,VVS1,60.1,57.0,465,4.0,4.02,2.41 +2533,0.9,Premium,D,SI2,62.7,59.0,3205,6.2,6.14,3.87 +34248,0.38,Premium,G,SI1,61.4,61.0,855,4.66,4.62,2.85 +9394,1.0,Good,F,SI1,64.1,60.0,4586,6.25,6.19,3.99 +8835,1.02,Premium,E,SI2,58.7,59.0,4478,6.61,6.57,3.87 +33578,0.38,Ideal,H,VVS2,62.2,54.6,832,4.62,4.66,2.89 +37746,0.31,Fair,D,VVS2,54.2,65.0,997,4.61,4.58,2.49 +30114,0.32,Ideal,G,VS2,61.8,55.0,720,4.42,4.41,2.73 +40242,0.37,Premium,E,VS1,60.4,58.0,1124,4.66,4.61,2.8 +24891,2.0,Very Good,H,SI1,63.2,54.0,13320,7.97,7.88,5.01 +18638,1.2,Premium,G,VS2,61.4,60.0,7603,6.77,6.81,4.17 +17036,1.35,Premium,F,SI2,62.8,60.0,6804,7.08,7.0,4.42 +31993,0.3,Premium,F,VS2,62.8,58.0,776,4.29,4.24,2.68 +17342,1.0,Good,E,VS2,58.2,60.0,6958,6.52,6.54,3.8 +27780,0.32,Premium,H,VS2,62.5,59.0,648,4.38,4.33,2.72 +47492,0.49,Very Good,G,IF,59.7,56.0,1865,5.16,5.19,3.09 +5473,0.93,Very Good,H,SI1,59.3,61.0,3838,6.33,6.39,3.77 +30717,0.33,Ideal,F,VS1,62.1,55.0,738,4.43,4.46,2.76 +10368,1.23,Premium,I,SI2,62.1,59.0,4773,6.83,6.79,4.23 +51905,0.61,Ideal,E,VS2,61.4,56.0,2434,5.47,5.51,3.37 +30130,0.32,Premium,G,VS2,62.6,58.0,720,4.39,4.37,2.74 +34958,0.24,Good,F,VVS2,64.0,61.0,471,3.91,3.93,2.51 +18544,1.52,Premium,H,SI1,62.0,60.0,7559,7.36,7.28,4.54 +44865,0.51,Very Good,H,VS1,62.3,57.0,1628,5.1,5.12,3.18 +42911,0.55,Ideal,D,SI2,60.9,57.0,1363,5.26,5.29,3.21 +5596,1.01,Fair,H,SI1,65.3,61.0,3869,6.23,6.18,4.05 +48218,0.56,Ideal,H,VS1,61.6,56.0,1949,5.31,5.34,3.28 +11509,1.01,Ideal,H,SI1,60.4,58.0,5020,6.5,6.54,3.94 +45762,0.56,Very Good,F,VS2,60.8,57.0,1706,5.29,5.33,3.23 +9820,1.01,Premium,G,SI1,61.2,61.0,4672,6.47,6.41,3.94 +48270,0.53,Ideal,D,VS2,60.2,57.0,1956,5.26,5.24,3.16 +46852,0.61,Premium,E,SI1,60.1,59.0,1812,5.51,5.48,3.3 +30500,0.31,Ideal,D,SI1,62.4,53.0,732,4.35,4.33,2.71 +8017,1.19,Very Good,J,SI2,63.4,56.8,4329,6.7,6.79,4.27 +52485,0.82,Ideal,I,VS1,62.3,57.0,2522,5.98,6.02,3.74 +11865,1.34,Fair,G,SI2,64.7,55.0,5106,7.03,6.97,4.53 +9194,1.06,Ideal,H,SI2,61.7,60.0,4547,6.53,6.51,4.02 +7090,0.9,Good,E,SI1,58.3,61.0,4165,6.24,6.29,3.65 +41895,0.56,Very Good,E,SI2,63.5,57.0,1259,5.24,5.21,3.32 +48283,0.53,Ideal,D,VS2,62.3,56.0,1956,5.17,5.14,3.21 +52414,0.7,Ideal,G,VS1,60.6,57.0,2512,5.7,5.75,3.47 +10141,1.04,Very Good,G,SI1,59.2,61.0,4724,6.63,6.68,3.94 +2939,0.9,Premium,I,VS2,63.0,59.0,3292,6.1,6.06,3.83 +42183,0.56,Very Good,H,SI1,63.2,57.0,1286,5.27,5.23,3.32 +4829,0.9,Premium,F,SI2,60.3,55.0,3704,6.35,6.28,3.81 +48950,0.7,Ideal,J,SI2,61.6,57.0,2047,5.73,5.69,3.52 +7250,1.18,Premium,J,SI2,61.3,60.0,4197,6.78,6.83,4.17 +2224,0.7,Ideal,H,VS2,61.2,57.0,3145,5.73,5.77,3.52 +3465,0.84,Very Good,I,VVS2,61.7,56.0,3392,6.03,6.07,3.74 +35665,0.32,Ideal,D,VS2,59.8,57.0,907,4.51,4.46,2.68 +29799,0.3,Ideal,D,SI1,62.2,55.0,709,4.33,4.29,2.68 +30751,0.47,Ideal,J,SI1,61.9,55.0,740,5.0,5.05,3.11 +690,0.78,Ideal,I,VS1,61.5,57.0,2852,5.88,5.92,3.63 +24028,1.64,Ideal,I,VS2,60.6,57.0,12199,7.66,7.69,4.65 +538,0.72,Good,D,VS2,64.0,54.0,2827,5.68,5.7,3.64 +18942,1.21,Good,F,VS2,63.5,55.0,7786,6.71,6.77,4.28 +43466,0.56,Ideal,G,SI1,62.1,55.0,1417,5.29,5.33,3.3 +26534,2.02,Very Good,I,SI1,59.8,59.0,16192,8.21,8.3,4.94 +41762,0.42,Ideal,G,VVS1,62.8,55.0,1245,4.78,4.8,3.01 +19684,0.27,Ideal,H,VVS2,62.1,57.0,623,4.15,4.1,2.56 +17952,1.55,Premium,I,SI2,61.5,58.0,7256,7.39,7.46,4.57 +42050,0.41,Ideal,G,IF,61.5,57.0,1269,4.78,4.82,2.95 +50688,0.54,Ideal,G,IF,61.5,55.0,2289,5.24,5.3,3.23 +8898,1.01,Good,H,VS2,64.3,58.0,4489,6.27,6.2,4.01 +9871,0.7,Very Good,E,IF,60.3,59.0,4679,5.72,5.76,3.46 +43896,0.35,Ideal,I,VS2,61.1,57.0,509,4.55,4.58,2.79 +3855,0.72,Ideal,G,VS1,61.3,56.0,3478,5.75,5.8,3.54 +27458,1.07,Very Good,D,IF,60.9,58.0,18114,6.57,6.67,4.03 +19663,1.51,Good,J,VS1,61.5,59.0,8271,7.26,7.31,4.48 +26953,1.75,Premium,F,VS2,61.4,58.0,17017,7.72,7.76,4.75 +43085,0.51,Very Good,D,SI1,60.0,58.0,1380,5.19,5.24,3.13 +21660,1.21,Premium,G,VVS2,62.5,55.0,9757,6.84,6.8,4.26 +24335,2.02,Very Good,J,SI1,59.8,59.9,12598,8.16,8.21,4.9 +10697,0.9,Very Good,F,VS2,62.3,59.0,4846,6.1,6.16,3.82 +45331,0.51,Very Good,E,VS2,63.5,56.0,1662,5.08,5.06,3.22 +43710,0.59,Premium,G,SI1,60.5,59.0,1437,5.44,5.41,3.28 +42342,0.41,Good,E,VVS1,64.1,55.0,1298,4.71,4.68,3.01 +47611,0.64,Ideal,H,SI1,61.8,55.0,1880,5.56,5.57,3.44 +6669,1.5,Premium,F,I1,62.6,57.0,4096,7.33,7.21,4.55 +5004,0.91,Ideal,H,VS2,63.0,56.0,3743,6.15,6.05,3.84 +11862,1.03,Ideal,D,SI2,61.8,54.0,5105,6.52,6.46,4.01 +52783,0.7,Very Good,H,VS2,61.8,58.0,2567,5.64,5.68,3.5 +17287,1.01,Premium,F,VS2,61.4,57.0,6923,6.51,6.45,3.98 +30585,0.31,Ideal,D,VS2,61.5,56.0,734,4.34,4.37,2.68 +48052,0.54,Ideal,G,VVS2,61.9,55.0,1927,5.2,5.3,3.25 +34441,0.32,Ideal,E,VVS2,61.5,55.0,864,4.41,4.44,2.72 +4536,0.76,Very Good,F,VVS2,62.9,58.0,3640,5.76,5.85,3.65 +52127,0.76,Ideal,G,SI2,62.7,56.0,2466,5.81,5.86,3.66 +39523,0.51,Ideal,I,SI1,62.2,56.0,1080,5.12,5.08,3.17 +52602,0.83,Very Good,G,SI2,63.3,57.0,2543,5.97,5.91,3.76 +30549,0.31,Ideal,D,VS2,61.5,56.0,734,4.35,4.36,2.68 +12581,1.2,Very Good,I,SI1,62.6,58.2,5280,6.71,6.74,4.21 +20288,1.51,Very Good,J,VVS2,62.6,63.0,8706,7.29,7.24,4.55 +10562,0.8,Ideal,F,VS2,61.4,56.0,4816,5.99,6.0,3.68 +5062,0.34,Premium,F,SI2,60.0,58.0,574,4.58,4.55,2.74 +1950,0.75,Very Good,D,SI1,63.9,56.0,3085,5.73,5.75,3.67 +40441,0.5,Good,G,SI1,60.2,64.0,1138,5.11,5.04,3.05 +5044,0.4,Ideal,G,SI2,62.4,56.0,573,4.71,4.75,2.95 +16529,1.26,Ideal,G,VS1,62.3,57.0,6604,6.93,6.87,4.3 +18576,1.51,Premium,G,SI1,62.3,59.0,7577,7.29,7.21,4.52 +36700,0.4,Good,G,VS1,59.6,61.0,952,4.82,4.85,2.88 +18179,1.52,Good,J,VS2,63.3,56.0,7370,7.27,7.33,4.62 +23089,1.57,Premium,G,SI1,59.2,59.0,11113,7.68,7.6,4.52 +13513,1.01,Premium,D,SI1,62.9,59.0,5543,6.43,6.39,4.03 +26029,0.32,Very Good,G,VS1,61.3,62.0,645,4.39,4.42,2.7 +33310,0.41,Good,E,VS1,62.8,58.0,827,4.67,4.7,2.94 +10694,1.03,Fair,D,SI1,64.4,61.0,4845,6.33,6.25,4.05 +2573,0.82,Premium,E,SI1,61.2,61.0,3211,5.98,5.95,3.65 +10869,1.01,Ideal,H,SI1,62.3,59.0,4876,6.36,6.41,3.98 +53209,0.61,Ideal,F,VVS2,61.8,55.0,2634,5.43,5.47,3.37 +40874,0.5,Fair,H,VS2,65.1,59.0,1175,5.02,5.06,3.28 +8038,0.9,Premium,E,SI1,63.0,59.0,4334,6.13,6.1,3.85 +2187,0.8,Ideal,F,SI1,61.0,56.0,3137,5.98,6.05,3.67 +27160,2.01,Ideal,H,SI1,59.3,58.0,17403,8.25,8.19,4.87 +26630,2.02,Ideal,J,VS1,61.8,57.0,16397,8.06,8.13,5.0 +28747,0.31,Ideal,E,VS2,61.4,54.0,680,4.33,4.4,2.68 +16442,1.06,Ideal,D,SI1,61.5,56.0,6565,6.58,6.55,4.04 +26880,1.71,Premium,G,VS1,62.7,58.0,16813,7.66,7.62,4.79 +46923,0.52,Ideal,G,VS1,61.8,55.0,1815,5.21,5.17,3.21 +37362,0.4,Premium,F,VS1,62.5,59.0,982,4.66,4.69,2.92 +17378,0.34,Premium,H,SI1,62.1,59.0,612,4.5,4.46,2.78 +30462,0.44,Ideal,I,VS2,61.9,54.0,732,4.91,4.95,3.05 +53181,0.7,Very Good,G,VS1,62.3,58.0,2631,5.63,5.67,3.52 +31707,0.5,Premium,F,I1,60.5,60.0,770,5.15,5.07,3.1 +16664,1.56,Very Good,J,SI2,62.0,57.0,6662,7.37,7.44,4.59 +45670,0.52,Ideal,E,VS2,61.5,56.0,1694,5.2,5.18,3.19 +7352,1.0,Fair,E,SI1,58.1,63.0,4213,6.6,6.52,3.81 +25916,2.2,Premium,J,VS1,61.7,59.0,15064,8.3,8.34,5.13 +27725,2.01,Very Good,G,SI1,63.1,59.0,18741,8.03,7.98,5.05 +49091,0.71,Very Good,J,VS1,63.3,57.0,2062,5.59,5.69,3.57 +43214,0.57,Ideal,F,SI1,61.6,56.0,1397,5.36,5.33,3.29 +14942,1.2,Very Good,H,SI1,58.9,60.0,6019,6.94,7.02,4.11 +30538,0.31,Ideal,D,VS2,61.5,56.0,734,4.37,4.41,2.7 +16731,0.23,Very Good,D,VS1,61.5,58.0,611,3.93,3.98,2.43 +19680,1.06,Ideal,G,VS1,61.1,57.0,8285,6.54,6.61,4.02 +25009,2.0,Very Good,J,VS2,60.7,60.0,13542,8.05,8.17,4.92 +15008,1.27,Ideal,G,SI2,61.8,56.0,6045,6.96,6.93,4.29 +1816,0.78,Ideal,G,SI1,61.7,56.0,3056,5.9,5.93,3.65 +639,0.73,Premium,G,VS1,61.4,58.0,2841,5.82,5.77,3.56 +50290,0.3,Ideal,H,VVS2,61.9,56.0,542,4.28,4.31,2.65 +10155,0.97,Premium,F,SI1,59.9,59.0,4726,6.39,6.36,3.82 +27894,0.32,Ideal,I,IF,61.4,57.0,655,4.39,4.44,2.71 +6480,1.02,Premium,F,SI2,61.1,62.0,4057,6.54,6.49,3.98 +39540,0.4,Premium,F,VS2,62.1,58.0,1080,4.76,4.71,2.94 +48328,0.24,Ideal,F,VS2,61.8,57.0,536,4.02,3.97,2.47 +33729,0.37,Ideal,F,VVS2,60.7,57.0,839,4.67,4.69,2.84 +49673,0.7,Good,I,SI1,64.3,57.0,2142,5.63,5.59,3.61 +41600,0.3,Good,I,SI1,64.1,57.0,391,4.25,4.3,2.74 +37236,0.4,Ideal,E,VS2,62.6,57.0,975,4.73,4.7,2.95 +29876,0.3,Premium,D,VS2,61.1,59.0,710,4.26,4.31,2.62 +42807,0.59,Ideal,I,SI1,61.7,55.0,1352,5.41,5.39,3.33 +11946,1.01,Good,E,SI1,63.7,58.0,5132,6.32,6.36,4.04 +31015,0.35,Very Good,F,SI1,63.1,56.0,748,4.51,4.46,2.83 +30908,0.37,Ideal,G,SI1,61.8,55.0,745,4.62,4.64,2.86 +29496,0.32,Ideal,E,VS2,62.3,54.0,702,4.37,4.4,2.73 +26123,2.01,Ideal,H,VS2,63.0,55.0,15395,8.03,7.97,5.04 +11857,1.36,Premium,H,SI2,60.1,56.0,5103,7.23,7.18,4.38 +48254,0.51,Premium,F,VVS2,62.3,58.0,1953,5.08,5.1,3.17 +37645,0.33,Ideal,F,VS1,59.9,56.0,990,4.54,4.51,2.71 +350,0.7,Ideal,D,SI1,61.0,59.0,2804,5.68,5.7,3.47 +6330,0.91,Ideal,G,VS1,61.3,56.0,4029,6.28,6.21,3.83 +45472,0.5,Ideal,E,VS2,62.0,56.0,1676,5.1,5.06,3.15 +23439,1.55,Ideal,I,VVS2,61.3,59.0,11430,7.41,7.46,4.56 +32837,0.44,Ideal,I,VS1,61.1,56.0,807,4.92,4.96,3.02 +29000,0.34,Ideal,F,VS2,62.6,54.0,686,4.46,4.48,2.8 +36243,0.54,Ideal,I,SI2,60.9,57.0,935,5.26,5.31,3.22 +48419,0.61,Very Good,F,VS2,59.6,61.0,1971,5.5,5.58,3.3 +27797,0.37,Very Good,E,SI1,60.6,54.0,649,4.63,4.68,2.82 +1136,0.74,Very Good,H,VVS2,60.5,60.0,2921,5.79,5.81,3.51 +19599,2.33,Premium,H,I1,60.7,58.0,8220,8.64,8.56,5.22 +44292,0.52,Premium,G,VS2,62.4,56.0,1577,5.19,5.16,3.23 +38649,0.44,Ideal,F,SI1,61.0,57.0,1040,4.91,4.89,2.99 +38080,0.3,Premium,F,IF,60.7,58.0,1013,4.37,4.33,2.64 +12460,1.12,Very Good,I,VS2,62.9,55.9,5249,6.59,6.62,4.16 +15799,1.17,Ideal,G,VS2,62.2,57.0,6321,6.75,6.72,4.19 +23734,1.52,Very Good,F,SI1,61.4,59.0,11776,7.39,7.46,4.56 +4967,0.91,Very Good,H,SI1,62.8,58.0,3734,6.13,6.16,3.86 +13668,1.19,Very Good,H,SI1,60.8,59.0,5595,6.84,6.87,4.17 +32421,0.41,Premium,D,SI1,61.4,58.0,791,4.76,4.78,2.93 +6467,1.17,Good,J,SI1,63.9,55.0,4054,6.66,6.73,4.28 +37783,0.38,Premium,E,VS1,60.7,59.0,1000,4.65,4.7,2.84 +28603,0.3,Ideal,E,SI1,61.9,57.0,675,4.33,4.29,2.67 +13558,1.2,Premium,D,SI2,62.0,58.0,5551,6.84,6.77,4.22 +15411,1.51,Very Good,J,SI2,63.2,58.0,6171,7.28,7.25,4.59 +26178,2.24,Premium,I,SI2,61.9,58.0,15515,8.36,8.29,5.15 +4735,0.3,Ideal,F,VS2,62.5,54.0,573,4.29,4.32,2.69 +52973,0.37,Ideal,H,SI1,62.1,56.0,552,4.6,4.61,2.86 +1435,0.7,Good,E,VS1,59.8,62.0,2973,5.74,5.8,3.45 +12682,1.26,Ideal,J,VS2,63.2,57.0,5306,6.86,6.81,4.32 +13351,0.24,Very Good,D,VS2,60.2,59.0,419,4.03,4.04,2.43 +17457,1.26,Very Good,G,SI1,63.2,61.0,7000,6.87,6.81,4.32 +15633,1.01,Very Good,F,VS2,63.1,60.0,6271,6.39,6.29,4.0 +42717,0.54,Ideal,E,SI2,60.4,57.0,1340,5.33,5.27,3.2 +10565,1.0,Premium,G,SI1,60.8,58.0,4816,6.48,6.45,3.93 +30387,0.33,Ideal,G,VVS2,61.6,54.0,730,4.44,4.49,2.75 +49672,0.7,Good,I,SI1,63.6,61.0,2142,5.63,5.59,3.57 +34462,0.31,Ideal,E,VVS1,61.5,56.0,865,4.36,4.39,2.69 +47966,0.52,Premium,D,VS2,60.6,56.0,1919,5.25,5.22,3.17 +42837,0.41,Ideal,F,VVS1,62.3,53.0,1356,4.8,4.77,2.98 +11813,1.16,Ideal,I,SI1,62.6,57.0,5091,6.71,6.67,4.19 +31487,0.34,Premium,G,VS2,60.2,58.0,765,4.56,4.51,2.73 +23044,1.11,Ideal,E,VVS2,62.9,55.0,11074,6.56,6.62,4.14 +31383,0.3,Ideal,D,VS2,62.3,53.9,762,4.3,4.32,2.69 +12153,1.1,Premium,E,SI2,61.7,59.0,5174,6.64,6.59,4.08 +1625,1.01,Premium,G,I1,61.1,61.0,3014,6.49,6.35,3.92 +46774,0.52,Ideal,G,VS1,61.9,55.5,1803,5.13,5.16,3.18 +49906,0.5,Very Good,G,VVS1,63.7,58.0,2180,5.01,5.04,5.06 +22659,1.01,Very Good,E,VVS1,62.3,56.0,10704,6.41,6.47,4.01 +7857,0.9,Premium,D,SI1,62.7,58.0,4304,6.15,6.09,3.84 +329,0.72,Premium,F,VS1,62.4,58.0,2802,5.83,5.7,3.6 +28136,0.29,Ideal,D,VVS2,62.8,56.0,664,4.23,4.3,2.68 +18938,1.22,Ideal,G,VS2,62.0,55.0,7783,6.83,6.87,4.25 +29277,0.31,Premium,I,VVS2,61.6,59.0,698,4.33,4.31,2.66 +15339,1.01,Very Good,F,VS2,62.5,59.0,6159,6.38,6.42,4.0 +50900,0.56,Ideal,F,VS2,62.7,55.0,2318,5.32,5.27,3.32 +44013,0.51,Premium,G,VS2,62.4,57.0,1546,5.11,5.09,3.18 +29935,0.34,Good,G,VS2,57.5,61.0,714,4.66,4.6,2.66 +3507,0.76,Ideal,E,SI1,61.2,56.0,3401,5.88,5.91,3.61 +38166,0.34,Ideal,G,IF,61.7,55.0,1014,4.48,4.5,2.77 +35319,0.42,Ideal,G,SI1,61.6,56.0,896,4.81,4.84,2.97 +20487,1.5,Premium,G,SI2,60.1,59.0,8820,7.38,7.36,4.43 +8631,1.13,Ideal,F,SI2,60.4,56.0,4449,6.78,6.72,4.08 +38549,0.34,Ideal,E,VS1,61.4,57.0,1033,4.5,4.46,2.75 +42233,0.53,Very Good,F,SI1,60.9,56.0,1291,5.21,5.23,3.18 +49072,0.53,Ideal,H,IF,61.4,55.0,2059,5.21,5.24,3.21 +44111,0.5,Very Good,F,VS1,61.9,62.0,1558,5.02,5.06,3.12 +42722,0.53,Ideal,I,VVS2,61.2,56.0,1341,5.21,5.28,3.21 +8523,1.04,Good,F,SI2,63.1,60.0,4427,6.35,6.42,4.03 +2146,0.93,Premium,J,VS2,61.1,59.0,3125,6.34,6.32,3.87 +49858,0.6,Ideal,E,VS1,61.0,56.0,2171,5.44,5.47,3.33 +13645,1.13,Very Good,F,SI1,63.2,56.0,5584,6.66,6.69,4.22 +2535,0.9,Fair,D,SI2,66.0,58.0,3205,6.0,5.97,3.95 +7785,1.02,Premium,F,SI2,60.0,60.0,4284,6.57,6.53,3.93 +16639,1.1,Premium,G,VS2,60.2,58.0,6653,6.75,6.71,4.05 +14663,1.02,Premium,D,SI1,60.6,59.0,5918,6.53,6.47,3.94 +31788,0.42,Very Good,H,VS2,62.1,57.0,773,4.76,4.8,2.97 +35625,0.3,Premium,I,VS1,60.5,60.0,473,4.3,4.33,2.61 +15154,1.03,Premium,E,SI1,59.5,60.0,6091,6.64,6.56,3.93 +51276,0.72,Ideal,H,SI1,61.8,54.0,2359,5.76,5.8,3.57 +14920,1.2,Ideal,E,SI2,61.3,56.0,6006,6.85,6.88,4.21 +18681,1.55,Premium,J,SI1,62.5,58.0,7638,7.4,7.36,4.61 +40902,0.5,Ideal,H,SI1,62.0,56.0,1178,5.09,5.12,3.16 +41077,0.41,Premium,F,VVS2,60.3,58.0,1192,4.83,4.79,2.9 +1976,0.8,Premium,E,SI1,62.9,60.0,3091,5.89,5.87,3.7 +6455,1.23,Good,D,I1,63.7,58.0,4050,6.79,6.72,4.3 +50781,0.7,Very Good,G,VS2,63.1,58.0,2302,5.69,5.66,3.58 +47951,0.5,Good,E,VVS2,64.8,58.0,1917,4.97,5.0,3.23 +52955,0.24,Very Good,F,VVS1,59.0,58.0,552,4.07,4.1,2.41 +3115,0.91,Good,H,SI1,63.8,56.0,3323,6.09,6.04,3.87 +50648,0.31,Good,E,SI1,63.6,57.0,544,4.28,4.3,2.73 +5870,0.92,Fair,H,VS1,56.0,60.0,3924,6.53,6.51,3.65 +14796,1.12,Premium,H,VS1,62.1,58.0,5952,6.64,6.6,4.11 +36704,0.32,Premium,G,IF,59.4,60.0,952,4.47,4.45,2.65 +50830,0.67,Good,F,VS2,58.1,62.0,2309,5.76,5.83,3.36 +35126,0.35,Ideal,H,IF,62.1,54.0,887,4.55,4.59,2.84 +50744,0.57,Ideal,E,VS1,61.0,56.0,2297,5.38,5.4,3.29 +31795,0.42,Ideal,E,SI1,62.3,57.0,773,4.76,4.8,2.98 +46525,0.51,Ideal,G,VS1,61.7,55.0,1781,5.17,5.14,3.18 +19462,1.02,Ideal,G,VVS2,59.2,58.0,8107,6.56,6.62,3.9 +37761,0.34,Very Good,F,IF,61.1,54.0,999,4.54,4.56,2.78 +13887,1.03,Ideal,D,SI1,62.4,57.0,5653,6.47,6.44,4.03 +33007,0.3,Ideal,G,IF,61.8,55.0,813,4.33,4.35,2.68 +38619,0.31,Ideal,H,VS2,62.2,55.0,489,4.35,4.39,2.72 +39317,0.38,Ideal,D,VVS2,61.4,57.0,1070,4.66,4.72,2.88 +1805,0.79,Premium,G,VS1,62.3,56.0,3053,5.94,5.87,3.68 +52913,0.71,Very Good,F,VS2,63.1,58.0,2588,5.65,5.7,3.58 +37617,0.24,Very Good,E,VVS1,61.2,55.0,485,4.03,4.08,2.48 +11237,1.09,Ideal,H,SI1,61.8,57.0,4965,6.57,6.6,4.07 +25003,2.0,Ideal,H,VS2,61.6,57.0,13531,8.11,8.08,4.99 +45953,0.56,Ideal,D,SI1,60.5,57.0,1723,5.31,5.36,3.23 +45664,0.59,Good,D,SI1,63.7,56.0,1694,5.32,5.35,3.4 +19874,1.52,Premium,J,VVS2,58.3,62.0,8427,7.61,7.49,4.4 +41383,0.42,Ideal,F,VVS2,61.6,56.0,1221,4.85,4.83,2.98 +8287,1.09,Ideal,H,SI2,60.0,59.0,4383,6.72,6.77,4.05 +12196,1.04,Ideal,H,VS2,61.0,57.0,5189,6.56,6.53,3.99 +34319,0.46,Very Good,F,SI2,61.6,55.0,859,4.98,5.02,3.08 +16751,1.01,Premium,G,VVS2,58.5,59.0,6670,6.66,6.6,3.88 +40428,0.42,Ideal,H,IF,61.0,56.0,1135,4.79,4.82,2.93 +52292,0.25,Very Good,D,VVS2,62.1,57.0,548,4.02,4.07,2.51 +46022,0.53,Very Good,G,VS1,63.4,56.0,1727,5.15,5.1,3.25 +19913,1.8,Premium,I,SI2,61.8,59.0,8457,7.9,7.8,4.85 +26461,2.01,Good,F,SI2,62.9,58.0,16013,7.89,8.01,5.0 +45566,0.52,Ideal,E,VS2,61.1,57.0,1689,5.18,5.2,3.17 +27889,0.3,Ideal,G,VVS2,62.2,57.0,655,4.25,4.3,2.66 +26064,1.51,Very Good,G,VVS1,62.2,58.0,15281,7.3,7.33,4.55 +36651,0.37,Premium,F,VVS2,62.9,56.0,948,4.58,4.52,2.86 +2234,0.78,Premium,D,SI1,60.9,55.0,3145,6.0,5.93,3.63 +8884,1.01,Ideal,J,VS2,61.3,57.0,4486,6.47,6.54,3.99 +16914,1.41,Premium,I,SI2,62.9,59.0,6751,7.14,7.08,4.47 +32517,0.4,Good,D,SI2,63.9,53.0,798,4.71,4.68,3.0 +1082,0.73,Ideal,I,VS1,61.5,55.0,2908,5.8,5.84,3.58 +29284,0.25,Very Good,D,VS1,63.0,59.0,436,3.97,4.0,2.51 +44310,0.72,Premium,J,SI1,60.9,57.0,1579,5.84,5.78,3.54 +3223,0.77,Very Good,D,VS2,63.0,58.0,3351,5.81,5.85,3.67 +15479,1.23,Ideal,H,SI2,60.6,56.0,6199,6.94,6.92,4.2 +20567,1.51,Ideal,I,VS2,62.9,57.0,8879,7.27,7.23,4.56 +23456,1.42,Very Good,G,VS1,62.7,55.0,11452,7.11,7.17,4.48 +18546,1.5,Very Good,F,SI2,63.1,54.0,7560,7.29,7.26,4.59 +8970,0.76,Very Good,F,VVS1,59.6,58.0,4504,5.91,5.96,3.54 +14802,1.02,Premium,E,SI1,61.4,58.0,5956,6.48,6.45,3.97 +49947,0.63,Good,F,VS1,61.6,60.7,2188,5.46,5.52,3.38 +5894,0.9,Ideal,G,SI1,61.6,57.0,3931,6.24,6.17,3.82 +30249,0.26,Premium,E,VVS2,61.7,61.0,724,4.12,4.08,2.53 +53107,0.57,Ideal,E,VVS2,61.5,55.9,2615,5.31,5.35,3.28 +50099,0.71,Very Good,H,SI1,63.5,57.0,2207,5.67,5.64,3.59 +52554,0.7,Ideal,F,VS2,60.8,56.0,2535,5.77,5.71,3.49 +40133,0.41,Ideal,H,VVS1,62.7,54.0,1115,4.79,4.78,3.0 +18106,1.41,Ideal,H,SI2,62.7,56.0,7324,7.11,7.17,4.48 +27357,1.29,Very Good,D,VVS1,60.8,55.0,17932,7.03,7.12,4.3 +50912,0.56,Ideal,F,VVS2,61.9,56.0,2318,5.32,5.28,3.28 +23564,1.54,Premium,G,SI1,60.5,61.0,11574,7.47,7.44,4.51 +48296,0.52,Ideal,G,VVS2,61.6,54.0,1958,5.17,5.22,3.2 +38520,0.34,Ideal,E,VS1,62.1,56.0,1033,4.5,4.48,2.79 +2527,1.04,Good,J,SI2,63.8,56.0,3204,6.36,6.32,4.05 +45792,0.55,Ideal,F,VS2,60.9,56.0,1709,5.3,5.34,3.24 +7446,0.92,Very Good,E,SI1,60.7,59.0,4232,6.25,6.28,3.8 +24729,2.02,Premium,I,VS2,59.2,58.0,13068,8.29,8.25,4.89 +3566,1.09,Very Good,E,SI2,63.1,58.0,3418,6.51,6.46,4.09 +52080,0.53,Ideal,E,VVS2,60.5,57.0,2456,5.24,5.28,3.18 +34208,0.39,Premium,G,SI1,61.7,57.0,854,4.77,4.7,2.92 +24816,2.0,Very Good,J,VS1,61.0,51.6,13203,8.14,8.18,4.97 +13791,1.0,Good,G,VS2,63.1,58.0,5621,6.31,6.39,4.01 +6542,1.01,Premium,G,SI1,60.2,58.0,4072,6.48,6.44,3.89 +12677,1.24,Premium,H,VS2,62.8,57.0,5305,6.83,6.79,4.28 +1040,0.74,Very Good,D,VS2,62.4,57.0,2906,5.74,5.8,3.6 +23378,0.33,Premium,G,SI1,61.6,57.0,631,4.45,4.42,2.73 +34621,0.31,Ideal,F,VS1,60.6,56.0,872,4.42,4.39,2.67 +9488,1.01,Very Good,D,SI2,62.7,58.0,4606,6.31,6.39,3.98 +44595,0.53,Ideal,H,VS1,61.2,56.0,1607,5.26,5.21,3.2 +36508,0.32,Ideal,F,VVS2,61.6,55.0,945,4.41,4.42,2.72 +1200,1.17,Fair,I,I1,65.4,62.0,2935,6.68,6.57,4.33 +43156,0.5,Good,E,VS2,64.9,59.0,1389,4.89,4.94,3.19 +31994,0.3,Premium,F,VS2,62.8,58.0,776,4.28,4.25,2.68 +48584,0.54,Ideal,D,VS2,61.8,57.0,1993,5.26,5.22,3.24 +46753,0.61,Ideal,E,SI1,61.2,56.0,1800,5.5,5.48,3.36 +10999,0.9,Good,G,VVS2,63.6,58.0,4914,6.11,6.1,3.88 +13311,1.01,Very Good,G,SI1,62.9,58.0,5497,6.35,6.4,4.01 +40818,0.32,Ideal,E,IF,61.9,56.0,1170,4.42,4.4,2.73 +31277,0.32,Ideal,I,VS2,61.3,56.0,449,4.38,4.43,2.7 +27848,0.3,Ideal,D,VS1,61.0,57.0,651,4.31,4.32,2.63 +40825,0.39,Ideal,D,VS1,60.3,56.0,1170,4.77,4.71,2.86 +9845,1.01,Premium,I,VS2,62.5,58.0,4676,6.44,6.39,4.01 +37989,0.5,Ideal,I,SI1,61.5,54.0,1008,5.13,5.15,3.16 +34276,0.41,Good,G,I1,63.8,56.0,467,4.7,4.74,3.01 +39595,0.4,Ideal,G,SI1,61.3,55.0,1084,4.72,4.81,2.92 +4503,0.9,Premium,F,SI2,58.4,62.0,3629,6.37,6.34,3.71 +16612,1.03,Ideal,H,VVS2,62.2,55.0,6638,6.43,6.49,4.03 +24691,0.41,Good,E,SI2,63.4,58.0,638,4.71,4.75,3.0 +45359,0.55,Premium,E,VS2,59.1,60.0,1664,5.35,5.31,3.15 +32401,0.37,Premium,F,SI1,62.4,59.0,791,4.6,4.56,2.86 +44748,0.54,Good,D,SI1,64.1,55.0,1619,5.15,5.11,3.29 +346,0.7,Very Good,D,SI1,62.3,58.0,2804,5.69,5.73,3.56 +28852,0.41,Ideal,D,SI2,61.0,56.0,683,4.78,4.83,2.93 +43996,0.3,Good,J,VS1,63.4,57.0,394,4.23,4.26,2.69 +34502,0.47,Premium,J,SI2,61.9,59.0,867,4.99,4.96,3.08 +25060,2.01,Premium,I,SI2,59.2,60.0,13574,8.31,8.27,4.91 +38407,0.35,Ideal,H,VVS1,62.6,57.0,1024,4.47,4.45,2.79 +20735,1.01,Good,E,VVS2,63.3,55.0,8976,6.36,6.41,4.04 +51105,0.72,Very Good,I,VS2,61.1,56.0,2337,5.76,5.79,3.53 +39728,0.56,Very Good,G,SI2,62.8,58.0,1091,5.19,5.23,3.27 +34218,0.5,Good,I,SI2,65.3,56.0,855,4.91,5.01,3.24 +15420,1.01,Good,D,VS2,64.2,60.0,6176,6.35,6.32,4.07 +31264,0.32,Premium,E,SI2,61.7,60.0,449,4.38,4.41,2.71 +16031,0.3,Ideal,I,VS1,62.5,57.0,608,4.32,4.29,2.69 +42812,0.46,Ideal,H,VS1,61.9,55.0,1353,4.95,4.99,3.08 +52832,0.71,Good,E,SI1,58.4,61.0,2573,5.85,5.93,3.44 +31815,0.43,Premium,D,SI1,61.2,60.0,774,4.8,4.84,2.95 +30172,0.38,Ideal,I,VVS2,62.0,55.0,721,4.64,4.69,2.89 +41377,0.5,Ideal,I,VS2,61.6,54.0,1220,5.11,5.14,3.16 +46013,0.53,Ideal,G,VS1,61.7,55.0,1727,5.22,5.18,3.21 +52217,0.73,Ideal,J,VVS2,61.2,56.0,2482,5.81,5.85,3.57 +44496,0.51,Very Good,D,VS2,63.7,55.0,1599,5.05,5.09,3.23 +36669,0.32,Ideal,F,IF,60.9,56.0,949,4.42,4.44,2.7 +35450,0.32,Ideal,E,VS2,62.1,55.0,900,4.4,4.36,2.72 +27792,0.37,Premium,G,VS2,61.3,60.0,649,4.6,4.63,2.83 +16913,1.37,Premium,E,SI2,61.0,57.0,6751,7.25,7.19,4.4 +802,1.01,Fair,E,SI2,67.6,57.0,2862,6.21,6.11,4.18 +14151,1.25,Premium,H,SI2,61.6,54.0,5740,6.95,6.85,4.25 +49037,0.71,Very Good,H,SI2,63.3,58.0,2055,5.65,5.69,3.59 +2405,0.67,Very Good,G,VVS1,62.0,56.0,3178,5.6,5.62,3.48 +34709,0.39,Ideal,H,SI1,61.8,55.0,874,4.68,4.71,2.9 +15048,0.3,Very Good,H,VVS2,60.8,58.0,605,4.34,4.37,2.65 +44191,0.51,Ideal,D,SI1,61.6,56.0,1569,5.1,5.12,3.15 +2676,0.7,Premium,D,VS1,60.6,58.0,3239,5.73,5.75,3.48 +23264,1.04,Very Good,E,IF,63.6,58.0,11269,6.41,6.43,4.08 +24655,1.01,Ideal,D,VVS2,61.6,57.0,12996,6.44,6.48,3.98 +5129,0.91,Ideal,F,SI2,60.3,57.0,3763,6.26,6.34,3.8 +19483,1.01,Ideal,D,VS2,62.1,58.0,8119,6.4,6.42,3.98 +49337,0.57,Ideal,G,VVS2,61.7,56.0,2095,5.3,5.33,3.28 +50556,0.7,Ideal,G,SI1,62.4,56.0,2276,5.66,5.69,3.54 +29540,0.27,Ideal,E,VS1,61.4,57.0,704,4.17,4.23,2.58 +22841,1.74,Premium,H,SI2,59.9,59.0,10874,7.88,7.8,4.7 +53887,0.7,Good,D,VS2,58.0,62.0,2749,5.78,5.87,3.38 +5681,1.01,Good,F,SI2,62.5,59.0,3886,6.31,6.37,3.96 +26126,1.52,Premium,G,VVS2,62.9,59.0,15404,7.29,7.25,4.57 +14571,1.04,Premium,H,VS1,59.7,59.0,5882,6.64,6.59,3.95 +21697,0.34,Ideal,D,SI1,61.3,57.0,626,4.44,4.5,2.74 +19041,0.3,Ideal,F,VS1,61.2,57.0,621,4.32,4.34,2.65 +30673,0.4,Very Good,F,SI1,62.9,57.0,737,4.68,4.7,2.95 +44972,0.32,Ideal,H,VS2,61.2,56.0,523,4.42,4.44,2.71 +38948,0.31,Ideal,H,VS2,62.2,55.0,489,4.35,4.37,2.71 +45755,0.61,Premium,E,VS2,61.2,62.0,1704,5.48,5.44,3.34 +38677,0.3,Ideal,D,VVS2,61.4,55.0,1041,4.34,4.36,2.67 +11836,1.0,Premium,D,SI1,62.2,58.0,5096,6.28,6.23,3.89 +17127,1.28,Ideal,G,SI2,61.8,56.0,6833,6.95,6.99,4.31 +49855,0.63,Premium,E,VS1,60.4,58.0,2171,5.59,5.64,3.39 +22170,1.12,Premium,F,VVS2,62.4,59.0,10211,6.66,6.58,4.13 +15316,1.37,Very Good,G,SI2,62.4,58.0,6148,7.0,7.1,4.4 +11147,1.03,Premium,F,SI1,62.2,59.0,4942,6.45,6.41,4.0 +40268,0.33,Very Good,D,SI2,60.7,56.0,492,4.43,4.46,2.7 +20153,1.22,Ideal,G,VS1,62.5,57.0,8608,6.82,6.77,4.25 +31118,0.35,Ideal,F,VS1,62.8,54.0,754,4.5,4.54,2.84 +44288,0.52,Ideal,H,VS1,62.4,55.0,1577,5.19,5.17,3.23 +52270,0.76,Premium,F,SI2,61.8,58.0,2491,5.88,5.83,3.62 +37415,0.38,Ideal,G,VS2,62.2,56.0,983,4.64,4.62,2.88 +9709,0.34,Good,F,VS2,64.3,53.0,589,4.44,4.48,2.87 +42508,0.53,Very Good,F,SI1,62.5,57.0,1322,5.19,5.24,3.26 +7688,1.1,Ideal,J,SI1,62.2,55.0,4275,6.62,6.65,4.13 +36337,0.32,Ideal,G,VVS2,62.6,57.0,936,4.38,4.34,2.73 +3995,0.71,Ideal,F,VS2,61.6,56.0,3516,5.74,5.77,3.54 +8045,0.39,Premium,J,VS2,61.3,60.0,581,4.65,4.68,2.86 +13832,1.25,Premium,J,VS1,62.2,58.0,5637,6.88,6.92,4.29 +33563,0.41,Good,J,VS1,63.7,56.0,830,4.71,4.68,2.99 +4750,0.84,Ideal,D,SI1,62.4,57.0,3685,6.03,6.08,3.78 +7341,0.91,Very Good,E,SI1,62.4,57.0,4211,6.11,6.23,3.85 +36683,0.41,Premium,F,VVS2,61.6,59.0,951,4.73,4.79,2.93 +38620,0.31,Very Good,I,VS1,63.0,58.0,489,4.29,4.32,2.71 +42037,0.53,Very Good,F,SI1,62.9,57.0,1268,5.15,5.18,3.25 +49486,0.7,Very Good,G,SI1,63.2,58.0,2117,5.64,5.6,3.55 +13112,1.27,Premium,F,SI2,61.0,61.0,5428,7.01,6.95,4.26 +6533,0.95,Ideal,E,SI2,62.2,56.0,4068,6.26,6.35,3.92 +19930,1.52,Premium,I,SI1,61.9,58.0,8477,7.37,7.42,4.58 +43781,0.47,Ideal,G,VVS1,61.3,56.0,1441,5.03,5.05,3.09 +10347,1.03,Ideal,F,SI2,61.6,55.0,4769,6.49,6.46,3.99 +1023,0.75,Ideal,D,SI1,62.3,57.0,2903,5.83,5.8,3.62 +26662,2.17,Premium,D,SI2,62.2,59.0,16472,8.28,8.34,5.17 +27108,2.42,Premium,I,VS1,59.8,59.0,17262,8.8,8.78,5.26 +8838,1.02,Premium,E,SI2,60.5,58.0,4478,6.58,6.54,3.97 +33086,0.32,Ideal,D,VS1,61.4,57.0,814,4.4,4.43,2.71 +21752,1.12,Very Good,G,IF,61.0,58.0,9820,6.7,6.72,4.09 +20172,1.4,Good,D,SI1,63.8,60.0,8624,7.01,6.95,4.45 +46743,0.72,Fair,H,SI2,66.0,60.0,1799,5.58,5.51,3.66 +33884,0.3,Ideal,E,VS2,62.4,57.0,844,4.33,4.29,2.69 +2430,0.73,Ideal,G,VVS2,61.9,56.0,3183,5.74,5.81,3.61 +39018,0.43,Very Good,F,VS1,62.2,61.0,1056,4.75,4.83,2.98 +27884,0.3,Very Good,H,VVS1,62.8,56.0,655,4.26,4.28,2.68 +52517,0.6,Very Good,G,VVS1,61.2,56.0,2528,5.41,5.46,3.32 +32364,0.39,Very Good,G,VS1,60.3,59.0,790,4.71,4.77,2.86 +16635,1.02,Premium,F,VS2,62.4,59.0,6652,6.4,6.45,4.01 +3996,0.71,Ideal,E,VS1,62.0,56.0,3516,5.72,5.74,3.55 +24156,2.02,Ideal,H,SI1,62.3,56.0,12332,8.11,8.06,5.04 +50258,0.71,Premium,D,SI2,59.7,60.0,2235,5.84,5.79,3.47 +50165,0.7,Premium,H,VS2,60.8,58.0,2218,5.71,5.68,3.46 +6192,0.92,Ideal,D,SI2,60.3,56.0,3997,6.32,6.35,3.82 +10411,1.06,Ideal,G,SI2,62.2,56.0,4778,6.55,6.48,4.05 +46343,0.5,Very Good,D,VS2,63.3,54.0,1758,5.07,5.04,3.2 +24141,1.54,Premium,G,VS2,61.1,59.0,12308,7.44,7.4,4.53 +52436,0.7,Premium,I,VVS1,59.1,60.0,2513,5.77,5.8,3.42 +23617,1.13,Ideal,E,VVS1,61.5,56.0,11641,6.68,6.71,4.12 +1866,0.7,Ideal,E,VS2,62.6,56.0,3068,5.65,5.69,3.55 +33370,0.41,Very Good,H,VS1,62.8,59.0,827,4.73,4.64,2.94 +47754,0.54,Ideal,D,VS2,62.6,57.0,1892,5.18,5.24,3.26 +39789,0.32,Ideal,E,IF,62.6,55.0,1095,4.38,4.41,2.75 +13412,1.16,Ideal,H,SI2,61.1,56.0,5509,6.78,6.79,4.15 +45729,0.55,Premium,E,SI1,60.8,58.0,1698,5.32,5.29,3.22 +50000,0.59,Ideal,H,VVS1,62.1,55.0,2193,5.38,5.41,3.35 +9593,1.06,Ideal,I,SI1,61.2,56.0,4630,6.64,6.6,4.05 +40197,0.51,Ideal,G,SI2,61.9,55.0,1121,5.12,5.14,3.17 +11885,0.87,Ideal,E,SI1,61.5,57.0,5112,6.12,6.15,3.77 +38233,0.4,Ideal,H,VS1,62.7,59.0,1017,4.74,4.7,2.96 +45910,0.52,Premium,D,SI1,58.7,58.0,1720,5.32,5.28,3.11 +1794,0.77,Ideal,F,VS2,61.2,57.0,3052,5.93,5.97,3.64 +47537,0.57,Very Good,F,VS1,60.3,58.0,1871,5.36,5.39,3.24 +4242,0.76,Ideal,I,VS2,61.8,56.0,3577,5.85,5.89,3.63 +35739,0.3,Premium,D,VS2,61.9,58.0,911,4.32,4.28,2.66 +28787,0.37,Premium,D,SI1,61.9,59.0,681,4.62,4.65,2.87 +29206,0.33,Ideal,I,IF,62.2,56.0,694,4.42,4.45,2.76 +38036,0.4,Ideal,G,VS2,61.0,57.0,1010,4.74,4.77,2.9 +39799,0.38,Ideal,D,VVS2,59.7,62.0,1096,4.71,4.74,2.82 +43654,0.51,Ideal,H,SI2,61.7,55.0,1435,5.13,5.15,3.17 +13637,1.03,Premium,G,SI1,60.1,60.0,5581,6.55,6.52,3.93 +30102,0.32,Premium,H,VS1,61.3,60.0,720,4.38,4.33,2.67 +24181,1.52,Ideal,F,SI1,61.5,55.0,12364,7.41,7.44,4.57 +9250,1.07,Premium,F,SI2,61.8,59.0,4560,6.53,6.57,4.05 +37233,0.4,Premium,E,VS2,62.2,59.0,975,4.74,4.71,2.94 +30517,0.31,Very Good,D,SI1,63.5,55.0,732,4.3,4.27,2.72 +29483,0.32,Ideal,E,VS2,62.0,55.0,702,4.39,4.41,2.73 +32833,0.32,Premium,F,VVS2,62.2,59.0,806,4.41,4.34,2.72 +40795,0.46,Good,F,VS1,61.6,62.2,1168,4.84,5.0,3.04 +15227,1.25,Very Good,H,SI1,62.4,55.0,6113,6.85,6.89,4.29 +13035,0.36,Premium,F,SI1,61.1,59.0,600,4.58,4.62,2.81 +38654,0.42,Ideal,D,SI1,61.9,56.0,1040,4.84,4.82,2.99 +19403,1.35,Premium,H,VS2,61.5,58.0,8062,7.15,7.09,4.38 +4193,1.0,Premium,F,SI2,59.2,61.0,3562,6.59,6.51,3.87 +31225,0.32,Good,D,SI1,63.7,55.0,756,4.38,4.35,2.78 +106,0.75,Ideal,G,SI1,62.2,55.0,2760,5.87,5.8,3.63 +20393,0.31,Good,H,VVS2,63.7,55.0,625,4.28,4.32,2.74 +39615,0.3,Ideal,G,VS2,60.8,57.0,491,4.33,4.38,2.65 +18015,1.54,Premium,G,SI2,61.6,58.0,7287,7.45,7.3,4.57 +51183,0.72,Ideal,I,VS2,62.1,58.0,2347,5.74,5.72,3.57 +34826,0.3,Very Good,H,VVS1,63.4,55.0,878,4.3,4.28,2.72 +41322,0.52,Ideal,I,VS2,61.5,56.0,1214,5.19,5.21,3.2 +7718,0.32,Ideal,H,VS1,61.0,56.0,580,4.43,4.45,2.71 +34837,0.3,Premium,H,VVS1,62.6,60.0,878,4.26,4.21,2.65 +39032,0.41,Ideal,I,VS2,61.2,56.0,1056,4.77,4.81,2.93 +3480,0.73,Ideal,G,VVS2,62.1,56.0,3396,5.78,5.81,3.59 +8191,1.2,Ideal,H,SI2,61.1,57.0,4368,6.9,6.81,4.19 +11522,1.0,Very Good,E,SI1,63.3,56.0,5026,6.31,6.39,4.02 +19471,1.52,Premium,J,VS1,62.4,59.0,8110,7.31,7.36,4.58 +20286,1.27,Premium,G,VS2,61.0,60.0,8705,6.97,6.93,4.24 +53768,0.7,Ideal,F,VS1,62.0,55.0,2726,5.71,5.74,3.55 +27050,0.27,Very Good,E,SI1,60.6,57.0,646,4.19,4.25,2.55 +29221,0.34,Ideal,I,IF,61.3,55.0,695,4.52,4.55,2.78 +38686,0.3,Ideal,F,VVS1,61.1,55.0,1041,4.36,4.38,2.67 +36044,0.45,Fair,F,VS2,67.0,56.0,923,4.77,4.7,3.17 +39056,0.39,Good,F,VVS2,57.7,61.0,1058,4.91,4.8,2.8 +14055,0.3,Premium,F,VS2,61.1,59.0,605,4.29,4.32,2.63 +14656,1.5,Good,J,SI1,64.0,56.0,5914,7.21,7.16,4.6 +24498,1.65,Very Good,H,VS1,62.0,58.0,12773,7.56,7.66,4.72 +22052,1.5,Fair,E,SI2,66.3,60.0,10080,7.09,7.02,4.68 +49062,0.72,Ideal,F,SI2,61.9,57.0,2058,5.74,5.79,3.57 +52165,0.76,Ideal,I,SI1,62.3,57.0,2474,5.81,5.87,3.64 +48701,0.54,Premium,D,VS2,62.2,56.0,2009,5.27,5.21,3.26 +50704,0.53,Ideal,F,VVS2,61.3,56.0,2291,5.21,5.24,3.2 +34166,0.33,Ideal,G,VS1,61.4,54.0,854,4.48,4.44,2.74 +4342,0.78,Very Good,E,VS1,60.0,56.0,3601,6.0,6.03,3.61 +40683,0.5,Very Good,E,SI1,63.4,58.0,1155,5.09,5.01,3.2 +41532,0.42,Premium,G,VVS1,62.7,58.0,1235,4.79,4.74,2.99 +6934,1.32,Fair,H,I1,65.8,55.0,4140,6.87,6.83,4.51 +45268,0.54,Ideal,D,SI1,62.1,56.0,1662,5.21,5.25,3.25 +44192,0.51,Premium,D,SI1,60.3,59.0,1569,5.2,5.22,3.14 +16642,1.04,Good,F,VS1,63.9,55.0,6653,6.49,6.4,4.12 +50545,0.79,Premium,H,SI1,61.8,59.0,2275,5.97,5.91,3.67 +4222,0.97,Ideal,F,SI2,62.4,55.0,3569,6.38,6.34,3.97 +22317,1.58,Ideal,J,VVS1,61.5,56.0,10357,7.48,7.5,4.61 +24126,1.76,Very Good,H,SI1,63.1,59.0,12288,7.69,7.59,4.82 +49505,0.55,Ideal,H,IF,61.9,56.0,2120,5.26,5.34,3.26 +39839,0.54,Ideal,F,SI2,62.0,54.0,1098,5.23,5.28,3.26 +43985,0.26,Ideal,G,SI1,62.2,54.0,394,4.11,4.12,2.56 +29478,0.32,Ideal,F,VS1,61.3,56.0,702,4.4,4.44,2.71 +7359,1.1,Very Good,J,SI2,61.9,55.0,4217,6.59,6.63,4.09 +22617,1.5,Premium,H,VS2,60.6,61.0,10668,7.34,7.31,4.44 +52418,0.82,Premium,G,SI2,60.7,61.0,2512,6.01,5.98,3.64 +49769,0.5,Premium,F,VVS2,61.9,58.0,2160,5.1,5.07,3.15 +5490,0.83,Ideal,F,VS2,61.6,58.0,3841,6.04,6.07,3.73 +34806,0.31,Premium,D,VS1,59.6,58.0,877,4.41,4.38,2.62 +11544,1.03,Very Good,E,SI1,62.6,58.0,5029,6.42,6.49,4.04 +46908,0.54,Ideal,H,VVS1,61.2,57.0,1814,5.25,5.21,3.2 +38204,0.43,Premium,H,VS2,61.9,55.0,1016,4.95,4.8,3.02 +21251,1.19,Ideal,G,VVS2,60.9,53.0,9403,6.88,6.92,4.2 +43777,0.63,Good,I,VS2,56.1,65.0,1440,5.73,5.78,3.23 +22490,1.7,Ideal,I,SI1,61.8,55.0,10520,7.62,7.57,4.69 +34756,0.41,Premium,H,SI1,60.5,58.0,876,4.85,4.81,2.92 +35859,0.4,Ideal,F,VS1,61.3,57.0,917,4.74,4.78,2.92 +4992,0.9,Premium,D,SI2,61.0,59.0,3740,6.18,6.14,3.76 +42442,0.54,Ideal,G,SI1,62.5,56.0,1314,5.2,5.24,3.26 +34697,0.3,Ideal,F,IF,60.9,57.0,873,4.35,4.38,2.66 +31442,0.4,Ideal,J,VS2,62.9,57.0,765,4.75,4.7,2.97 +14650,1.0,Ideal,F,VVS2,61.3,56.0,5914,6.44,6.41,3.94 +18377,0.29,Good,E,VVS2,63.2,60.0,617,4.17,4.19,2.64 +804,0.91,Good,I,VS2,64.3,58.0,2863,6.05,6.09,3.9 +52501,0.71,Ideal,I,VS1,61.3,57.0,2525,5.73,5.75,3.51 +47015,0.56,Ideal,E,VS2,60.7,57.0,1819,5.31,5.34,3.23 +5831,0.77,Very Good,F,VVS2,60.6,60.0,3917,5.89,5.92,3.58 +43791,0.56,Very Good,F,SI1,63.2,56.0,1441,5.29,5.24,3.33 +8477,1.01,Premium,F,SI2,61.6,58.0,4416,6.39,6.4,3.94 +52076,0.71,Very Good,I,VVS1,63.0,58.0,2456,5.68,5.72,3.59 +24049,0.38,Very Good,D,SI2,62.1,55.0,633,4.62,4.65,2.88 +46027,0.57,Ideal,G,VS2,61.8,57.0,1728,5.32,5.3,3.28 +20813,1.01,Ideal,F,VVS2,59.6,60.0,9040,6.56,6.52,3.9 +15694,0.36,Ideal,I,VVS1,61.6,56.0,607,4.58,4.61,2.83 +40437,0.5,Premium,G,SI1,63.0,56.0,1138,5.07,5.02,3.18 +8108,1.02,Very Good,H,SI1,62.8,59.0,4348,6.33,6.38,3.99 +33025,0.3,Ideal,D,VVS2,61.6,58.0,814,4.29,4.32,2.65 +9153,1.0,Ideal,J,VS2,62.4,54.0,4539,6.4,6.46,4.01 +9161,1.0,Very Good,D,SI2,64.7,57.0,4541,6.29,6.36,4.09 +16520,1.0,Premium,E,VS2,61.8,59.0,6600,6.38,6.41,3.95 +6923,0.91,Premium,E,SI1,61.9,61.0,4138,6.12,6.1,3.78 +20617,1.52,Good,H,SI1,64.1,59.0,8915,7.11,7.18,4.58 +13257,1.06,Very Good,H,VS2,62.4,56.0,5480,6.49,6.56,4.07 +24938,1.75,Ideal,I,SI1,61.8,56.0,13393,7.67,7.71,4.75 +35190,0.31,Ideal,G,IF,60.2,59.0,891,4.37,4.4,2.64 +31380,0.31,Very Good,G,VVS1,59.8,62.0,761,4.35,4.41,2.62 +44206,0.61,Ideal,J,VS1,61.1,56.0,1569,5.44,5.49,3.33 +29568,0.41,Good,E,SI1,63.2,58.0,705,4.68,4.72,2.97 +6922,0.91,Premium,E,SI1,62.4,57.0,4138,6.23,6.11,3.85 +51696,0.7,Very Good,H,VS1,60.1,61.0,2400,5.74,5.81,3.47 +40326,0.5,Ideal,G,SI2,61.0,57.0,1127,5.13,5.15,3.13 +47820,0.53,Very Good,G,VVS1,60.3,54.0,1904,5.29,5.33,3.2 +52696,0.7,Ideal,E,VS2,61.9,57.0,2553,5.69,5.74,3.54 +11744,1.11,Ideal,I,VS2,62.2,56.0,5073,6.69,6.62,4.14 +5100,0.81,Ideal,F,VS2,61.7,57.0,3756,5.97,6.02,3.7 +20102,1.22,Premium,F,VS2,62.0,58.0,8576,6.86,6.89,4.26 +26572,2.51,Premium,J,SI2,59.3,58.0,16278,8.83,8.87,5.25 +8906,0.9,Ideal,I,VS1,60.9,60.0,4492,6.2,6.24,3.79 +11949,1.01,Very Good,E,SI1,58.2,59.0,5132,6.54,6.59,3.82 +29382,0.31,Premium,E,SI1,62.6,60.0,698,4.35,4.31,2.71 +5983,0.72,Very Good,F,VVS2,59.2,63.0,3952,5.77,5.86,3.44 +39726,0.4,Ideal,E,VVS2,62.3,54.0,1090,4.74,4.76,2.96 +45103,0.6,Ideal,H,VS2,61.1,56.0,1648,5.47,5.49,3.35 +39552,0.32,Ideal,G,VVS1,62.4,55.0,1080,4.38,4.37,2.73 +47836,0.51,Good,E,VVS2,63.4,64.0,1906,5.03,5.07,3.2 +18527,1.07,Premium,D,VS2,62.4,57.0,7550,6.59,6.51,4.09 +51341,0.71,Premium,G,SI2,62.0,55.0,2362,5.77,5.71,3.56 +33718,0.33,Ideal,H,IF,61.8,54.0,838,4.47,4.49,2.77 +5493,0.74,Ideal,F,VVS2,61.4,56.0,3842,5.83,5.86,3.59 +19249,1.01,Premium,F,VS1,61.2,59.0,7982,6.48,6.42,3.95 +1154,0.77,Ideal,D,SI2,60.2,56.0,2923,5.98,6.04,3.62 +45844,0.5,Good,G,VVS2,63.9,58.0,1715,5.0,5.05,3.21 +12880,1.16,Premium,G,SI1,63.0,58.0,5366,6.7,6.66,4.21 +3721,0.3,Very Good,E,VS1,63.0,57.0,568,4.25,4.29,2.69 +23335,2.03,Ideal,H,SI2,61.9,57.0,11379,8.14,8.1,5.03 +3616,0.77,Very Good,D,VS2,63.1,57.0,3428,5.86,5.83,3.69 +21428,1.5,Ideal,I,VS1,60.5,56.0,9533,7.38,7.46,4.49 +47738,0.55,Ideal,F,VS1,60.6,56.0,1890,5.33,5.37,3.24 +573,0.61,Ideal,F,VVS2,61.7,55.0,2833,5.45,5.48,3.37 +17410,1.02,Very Good,D,VS2,62.7,58.0,6974,6.35,6.44,4.01 +10142,1.12,Very Good,I,SI1,61.7,58.1,4724,6.6,6.66,4.09 +30876,0.33,Premium,E,SI1,60.4,59.0,743,4.47,4.43,2.69 +40248,0.5,Good,F,SI1,63.7,61.0,1125,5.02,4.99,3.19 +45391,0.54,Premium,F,VS2,58.2,60.0,1667,5.39,5.34,3.12 +51982,0.29,Premium,G,VS1,62.1,59.0,547,4.25,4.22,2.63 +43281,0.3,Premium,G,SI2,62.5,59.0,506,4.31,4.27,2.68 +27446,2.01,Very Good,G,SI1,59.1,57.0,18077,8.16,8.23,4.84 +3340,0.7,Premium,E,VVS2,60.6,60.0,3377,5.74,5.72,3.47 +39810,0.57,Premium,I,SI2,62.1,60.0,1097,5.32,5.27,3.29 +47808,0.57,Very Good,F,VVS2,63.2,56.0,1902,5.28,5.32,3.35 +30135,0.32,Premium,G,VS2,62.5,58.0,720,4.38,4.36,2.73 +48362,0.56,Ideal,D,VS2,61.1,56.0,1963,5.3,5.33,3.25 +5107,0.72,Ideal,F,VS1,61.5,56.0,3759,5.77,5.8,3.56 +4354,1.13,Ideal,H,I1,61.1,56.0,3603,6.71,6.77,4.12 +9069,1.01,Ideal,I,SI1,62.3,59.0,4518,6.41,6.37,3.98 +37569,0.41,Good,D,VS1,64.2,55.0,989,4.72,4.75,3.04 +34287,0.26,Very Good,H,VVS2,62.4,58.0,468,4.04,4.07,2.53 +24752,1.79,Premium,I,VS1,62.6,59.0,13104,7.72,7.65,4.81 +4960,0.91,Very Good,H,SI1,62.2,60.0,3734,6.16,6.22,3.85 +46284,0.55,Premium,F,VS1,61.0,59.0,1755,5.26,5.29,3.22 +37522,0.47,Premium,D,SI1,60.6,61.0,987,5.04,5.0,3.04 +204,0.7,Good,E,VS2,64.1,59.0,2777,5.64,5.59,3.6 +13300,1.05,Good,H,VS2,63.7,58.0,5492,6.4,6.45,4.09 +49182,0.72,Premium,I,VVS2,62.0,56.0,2074,5.75,5.73,3.56 +23556,1.51,Premium,E,SI1,62.6,55.0,11565,7.33,7.25,4.56 +9494,1.05,Premium,H,SI1,61.9,58.0,4608,6.45,6.5,4.01 +23704,0.36,Very Good,H,VS1,60.8,59.0,631,4.59,4.62,2.8 +3034,0.26,Premium,H,VVS2,59.8,61.0,565,4.18,4.15,2.49 +51749,0.7,Very Good,I,VS1,61.4,57.0,2405,5.71,5.74,3.52 +21585,1.45,Very Good,I,IF,60.6,61.0,9683,7.32,7.41,4.46 +51492,0.71,Premium,F,SI1,61.6,60.0,2381,5.79,5.73,3.55 +18861,1.29,Premium,F,SI1,62.5,60.0,7730,6.97,6.91,4.34 +51739,0.61,Very Good,G,VVS2,62.4,55.0,2403,5.44,5.47,3.4 +7247,1.01,Premium,F,SI2,59.6,59.0,4197,6.59,6.52,3.91 +53786,0.89,Good,E,SI2,64.3,65.0,2728,6.0,5.95,3.84 +53112,0.81,Very Good,I,VS2,60.4,63.0,2616,5.97,5.95,3.6 +42636,0.58,Very Good,H,SI1,63.3,56.0,1332,5.34,5.31,3.37 +16057,1.08,Very Good,G,VS2,62.3,58.0,6415,6.5,6.54,4.06 +9294,1.06,Very Good,E,SI2,61.7,62.0,4570,6.5,6.54,4.02 +46851,0.58,Premium,E,SI1,62.1,58.0,1812,5.35,5.31,3.31 +11591,1.07,Premium,F,SI1,61.7,58.0,5042,6.54,6.61,4.06 +4905,0.91,Ideal,E,SI2,61.8,53.0,3723,6.22,6.3,3.87 +7336,1.01,Good,G,SI2,62.8,61.0,4210,6.31,6.37,3.98 +34367,0.41,Premium,F,VS2,61.6,59.0,863,4.74,4.77,2.93 +30388,0.33,Ideal,H,VVS1,61.7,55.0,730,4.48,4.5,2.77 +49621,0.32,Ideal,F,SI2,62.6,56.0,540,4.41,4.37,2.75 +11678,1.12,Premium,I,VS1,62.2,59.0,5058,6.66,6.59,4.12 +23270,1.53,Premium,H,VS2,62.2,58.0,11280,7.34,7.3,4.55 +1070,0.31,Premium,I,VS2,61.1,58.0,558,4.38,4.36,2.67 +33200,0.3,Premium,G,VVS2,62.9,58.0,819,4.29,4.26,2.69 +42254,0.47,Good,E,VS1,65.4,56.0,1293,4.85,4.9,3.19 +27863,0.31,Ideal,I,IF,62.2,54.0,652,4.36,4.39,2.72 +50171,0.56,Premium,F,VVS1,61.1,56.0,2218,5.41,5.3,3.27 +11203,1.09,Very Good,I,VS2,62.0,56.0,4959,6.57,6.59,4.08 +12548,1.01,Good,D,SI1,58.5,64.0,5271,6.4,6.45,3.76 +29138,0.32,Ideal,H,VVS1,62.7,55.0,692,4.37,4.4,2.75 +13064,1.16,Fair,H,SI1,65.8,58.0,5411,6.54,6.46,4.28 +4111,0.91,Good,E,SI2,63.9,61.0,3538,6.03,6.09,3.87 +14212,1.21,Premium,I,SI1,61.6,56.0,5760,6.89,6.85,4.23 +27348,1.74,Premium,G,VS1,62.4,58.0,17904,7.71,7.61,4.78 +24832,2.01,Premium,J,VS2,61.1,59.0,13228,8.07,8.04,4.92 +7865,1.0,Good,E,SI2,62.1,61.0,4307,6.36,6.4,3.96 +3016,0.53,Very Good,D,VVS1,61.2,55.0,3307,5.21,5.26,3.21 +40797,0.5,Good,D,SI1,63.5,57.0,1169,5.05,5.09,3.22 +32972,0.37,Very Good,E,VS2,61.8,59.0,811,4.56,4.6,2.83 +51399,0.74,Good,H,VS2,57.5,57.0,2369,5.94,6.01,3.44 +16537,1.01,Premium,E,VS2,62.9,59.0,6606,6.36,6.3,3.98 +6387,0.25,Good,E,VVS2,63.1,56.0,576,4.0,4.05,2.54 +26756,2.01,Ideal,I,SI1,61.4,57.0,16562,8.13,8.19,5.01 +24850,1.63,Very Good,G,VS2,62.5,57.0,13253,7.46,7.49,4.67 +26895,2.18,Very Good,G,SI2,63.1,58.0,16878,8.29,8.23,5.21 +10324,1.07,Premium,H,SI1,60.7,60.0,4764,6.64,6.61,4.02 +16284,3.0,Very Good,H,I1,63.1,55.0,6512,9.23,9.1,5.77 +47684,0.51,Premium,E,VVS2,62.0,62.0,1882,5.09,5.04,3.14 +50796,0.71,Good,I,VS1,63.3,56.0,2306,5.65,5.69,3.59 +33717,0.33,Ideal,H,IF,62.1,54.0,838,4.44,4.48,2.77 +43413,0.53,Premium,H,VS2,61.4,52.0,1412,5.29,5.26,3.24 +23141,1.51,Very Good,G,VS2,59.3,58.0,11161,7.32,7.49,4.39 +7477,1.07,Ideal,J,SI1,62.0,56.0,4235,6.53,6.57,4.06 +45618,0.55,Very Good,D,SI1,61.2,58.0,1692,5.24,5.29,3.22 +45740,0.53,Ideal,E,VS1,60.9,57.0,1700,5.19,5.25,3.18 +15430,1.2,Very Good,H,VS1,62.0,57.0,6177,6.77,6.81,4.21 +21734,1.64,Ideal,E,SI1,60.7,55.0,9801,7.67,7.64,4.65 +14132,1.1,Premium,H,VS2,62.5,58.0,5729,6.59,6.54,4.1 +7232,1.01,Very Good,J,SI1,63.0,54.0,4194,6.35,6.41,4.02 +18970,1.21,Ideal,G,VS2,62.0,56.0,7806,6.87,6.77,4.23 +981,0.71,Very Good,G,VS2,60.9,56.0,2895,5.75,5.78,3.51 +1735,0.32,Good,E,SI1,63.4,55.0,561,4.35,4.36,2.76 +20469,1.52,Premium,E,SI2,62.0,62.0,8810,7.2,7.13,4.44 +53848,0.71,Ideal,H,VVS1,60.8,56.0,2741,5.75,5.83,3.52 +6712,0.27,Very Good,E,VS1,60.6,59.0,413,4.19,4.22,2.55 +53660,0.73,Ideal,D,SI2,62.4,56.0,2707,5.77,5.74,3.59 +21831,1.6,Very Good,E,SI2,62.0,57.0,9900,7.47,7.54,4.65 +31337,0.44,Premium,H,SI2,58.4,60.0,759,5.05,4.99,2.93 +20265,1.19,Very Good,G,VVS2,61.8,59.0,8689,6.75,6.77,4.18 +48991,0.72,Ideal,I,VS1,61.0,57.0,2048,5.76,5.83,3.56 +48318,0.34,Very Good,G,SI1,61.2,54.0,536,4.53,4.56,2.78 +41604,0.3,Very Good,H,SI1,58.7,63.0,393,4.32,4.37,2.55 +15009,1.26,Ideal,G,SI2,60.9,55.0,6046,7.05,7.0,4.28 +21935,1.51,Premium,I,VS2,59.9,60.0,10010,7.42,7.36,4.43 +19046,0.33,Premium,G,VS1,60.3,58.0,621,4.5,4.52,2.72 +51476,0.78,Premium,I,SI1,60.8,60.0,2377,5.97,5.94,3.62 +14982,1.03,Very Good,G,VS2,62.3,57.0,6036,6.43,6.51,4.03 +16218,1.33,Very Good,H,SI2,62.5,58.0,6482,7.04,6.97,4.38 +35824,0.31,Ideal,F,IF,62.2,54.0,914,4.37,4.41,2.73 +51270,0.72,Very Good,I,VS2,61.6,59.0,2359,5.71,5.75,3.53 +29872,0.3,Premium,E,VS1,61.8,58.0,710,4.31,4.33,2.67 +3383,0.31,Very Good,I,SI1,61.4,61.0,408,4.34,4.39,2.68 +20919,1.49,Ideal,H,SI1,62.4,56.0,9132,7.28,7.24,4.53 +16680,1.01,Good,E,VS2,63.4,60.0,6666,6.31,6.37,4.02 +39322,0.37,Ideal,D,VVS2,61.6,56.0,1071,4.61,4.65,2.85 +14680,1.09,Ideal,F,SI1,62.0,56.0,5922,6.61,6.56,4.08 +48485,0.55,Ideal,F,VS1,62.0,55.0,1980,5.29,5.26,3.27 +25269,2.06,Premium,G,SI2,60.7,58.0,13908,8.18,8.25,4.99 +47213,0.59,Ideal,E,VS2,62.2,58.0,1838,5.35,5.39,3.34 +3589,1.0,Fair,J,VS2,65.3,61.0,3422,6.33,6.13,4.03 +14454,1.05,Ideal,H,VS2,61.7,57.0,5833,6.55,6.52,4.03 +38669,0.33,Premium,F,VVS2,62.5,59.0,1040,4.47,4.4,2.77 +14901,1.02,Premium,D,SI1,62.3,59.0,5998,6.42,6.38,3.99 +31891,0.3,Ideal,G,VS1,61.4,55.0,776,4.36,4.31,2.66 +8577,1.0,Premium,E,SI1,60.3,62.0,4435,6.52,6.43,3.91 +920,0.72,Fair,F,VS1,56.9,69.0,2879,5.93,5.77,3.33 +15845,0.81,Ideal,F,IF,61.5,55.0,6338,5.98,6.05,3.7 +4669,1.01,Fair,G,SI1,66.1,56.0,3671,6.26,6.2,4.12 +17263,1.0,Very Good,F,VS1,60.1,63.0,6910,6.42,6.45,3.87 +50751,0.7,Very Good,E,SI2,61.5,56.0,2298,5.71,5.73,3.52 +28763,0.31,Ideal,F,VS1,60.6,56.0,680,4.39,4.42,2.67 +11740,1.22,Very Good,I,SI2,62.9,56.0,5072,6.79,6.84,4.29 +9846,0.92,Very Good,D,SI1,62.9,56.0,4676,6.18,6.22,3.9 +48724,0.52,Premium,G,VVS2,61.1,59.0,2012,5.2,5.15,3.16 +38232,0.5,Good,H,SI1,64.5,58.0,1017,4.97,4.99,3.21 +29515,0.32,Very Good,E,VS2,62.0,54.0,702,4.37,4.41,2.72 +12373,0.4,Ideal,F,SI2,62.0,57.0,597,4.7,4.72,2.92 +4508,0.9,Very Good,D,SI2,59.8,53.0,3632,6.2,6.25,3.72 +28786,0.37,Very Good,D,SI1,62.2,58.0,681,4.58,4.62,2.86 +40839,0.5,Premium,H,SI1,62.9,58.0,1172,5.04,5.01,3.16 +30368,0.36,Ideal,I,VS1,62.1,57.0,729,4.58,4.54,2.83 +48323,0.23,Ideal,G,IF,61.8,56.0,536,3.92,3.94,2.43 +13805,1.21,Ideal,I,SI1,62.4,57.0,5624,6.84,6.78,4.25 +43205,0.42,Ideal,D,VS1,61.4,56.0,1395,4.84,4.86,2.98 +13161,1.01,Good,D,SI1,61.8,60.0,5443,6.35,6.37,3.93 +47036,0.55,Ideal,F,VS2,61.1,56.0,1819,5.31,5.27,3.23 +1660,0.9,Good,H,SI2,63.1,55.0,3024,6.08,6.13,3.85 +1433,0.7,Ideal,E,VS1,60.5,56.0,2973,5.74,5.79,3.49 +36355,0.34,Ideal,F,VS2,60.7,56.0,938,4.56,4.53,2.76 +26379,2.24,Ideal,I,SI2,62.1,57.0,15852,8.31,8.4,5.19 +16645,1.1,Ideal,G,VS2,62.0,56.0,6653,6.68,6.6,4.12 +49590,0.56,Ideal,H,IF,61.3,56.0,2135,5.32,5.35,3.27 +33861,0.3,Premium,E,VS2,59.9,59.0,844,4.38,4.33,2.61 +18533,1.51,Premium,J,VS2,62.3,59.0,7553,7.35,7.31,4.57 +28020,0.3,Ideal,E,VS2,62.3,57.0,658,4.29,4.32,2.68 +38933,0.4,Ideal,E,VS1,62.3,56.0,1053,4.71,4.73,2.94 +2640,0.91,Good,H,SI1,63.7,60.0,3229,6.16,6.09,3.9 +13219,1.14,Premium,H,SI1,61.9,58.0,5458,6.71,6.67,4.14 +26764,2.01,Good,E,SI2,60.0,64.0,16582,8.09,8.17,4.88 +44061,0.55,Very Good,E,SI1,61.0,61.0,1551,5.25,5.3,3.22 +21149,1.35,Very Good,G,VS2,62.8,59.0,9302,7.01,7.04,4.41 +26783,1.52,Premium,E,VS1,59.9,60.0,16628,7.39,7.47,4.45 +21364,0.3,Very Good,H,VVS1,62.3,56.0,626,4.26,4.31,2.67 +8778,1.04,Ideal,J,SI1,62.0,53.0,4469,6.51,6.55,4.05 +21252,1.56,Ideal,J,VS1,61.9,55.0,9404,7.44,7.46,4.61 +15243,1.22,Premium,E,SI2,61.5,58.0,6121,6.86,6.84,4.21 +7323,1.01,Good,H,VS2,63.9,58.0,4208,6.26,6.22,3.99 +27150,1.97,Very Good,H,VS2,62.9,59.0,17377,7.9,8.01,5.0 +13758,2.22,Fair,J,I1,66.7,56.0,5607,8.04,8.02,5.36 +14341,1.0,Premium,G,VS2,62.1,57.0,5806,6.43,6.39,3.98 +32807,0.34,Premium,D,VS2,62.1,58.0,805,4.45,4.5,2.78 +44652,0.28,Ideal,G,VVS1,62.7,55.0,522,4.16,4.2,2.62 +30860,0.33,Ideal,G,VS2,62.2,56.0,743,4.47,4.44,2.77 +20115,1.2,Premium,F,VS1,62.3,58.0,8580,6.78,6.71,4.2 +35771,0.4,Very Good,E,VS2,62.9,55.0,912,4.72,4.73,2.97 +14411,1.07,Ideal,H,VS2,62.0,57.0,5820,6.55,6.58,4.07 +52487,0.71,Ideal,H,VS2,61.4,57.0,2522,5.71,5.75,3.52 +51357,0.71,Premium,H,SI1,62.9,58.0,2364,5.66,5.62,3.55 +296,0.74,Ideal,H,VS1,61.6,56.0,2797,5.81,5.82,3.58 +38301,0.37,Ideal,J,VS1,62.6,57.0,487,4.54,4.57,2.85 +31316,0.32,Premium,D,VS2,61.7,58.0,758,4.34,4.38,2.69 +43387,0.55,Very Good,F,SI1,59.5,61.0,1410,5.28,5.41,3.18 +37861,0.44,Ideal,E,VS2,61.9,55.0,1003,4.86,4.89,3.02 +14131,1.1,Very Good,H,VS2,63.1,57.0,5729,6.6,6.52,4.14 +22494,2.0,Good,D,SI2,63.8,57.0,10528,7.93,7.88,5.04 +16087,1.08,Ideal,H,SI1,60.5,57.0,6426,6.63,6.67,4.02 +46636,0.3,Good,E,SI1,63.7,59.0,526,4.21,4.27,2.7 +30919,0.34,Ideal,E,VS2,62.4,54.0,745,4.48,4.49,2.8 +47263,0.7,Good,J,VS2,63.2,61.0,1843,5.59,5.62,3.54 +40529,0.54,Ideal,I,VS1,61.5,56.0,1147,5.24,5.26,3.23 +6323,1.0,Good,H,VS2,63.8,59.0,4028,6.28,6.26,4.0 +944,0.7,Premium,E,VS1,62.6,59.0,2887,5.66,5.69,3.55 +47283,0.3,Good,I,SI1,63.3,59.0,394,4.22,4.25,2.68 +41846,0.41,Very Good,F,IF,63.3,56.0,1255,4.69,4.75,2.99 +7504,1.05,Premium,G,SI2,61.3,58.0,4241,6.55,6.6,4.03 +28228,0.33,Premium,G,VS1,60.5,58.0,666,4.43,4.49,2.7 +31134,0.31,Ideal,E,VVS2,59.9,62.0,755,4.4,4.41,2.64 +12940,1.09,Premium,F,SI1,62.7,58.0,5384,6.56,6.51,4.1 +21027,1.51,Good,I,SI1,63.9,59.0,9234,7.26,7.18,4.61 +29060,0.4,Good,F,SI1,63.3,58.0,687,4.69,4.72,2.98 +47882,0.61,Ideal,H,VVS2,60.2,57.0,1911,5.53,5.47,3.31 +39731,0.45,Premium,E,SI1,62.8,58.0,1091,4.88,4.84,3.05 +42721,0.54,Premium,G,SI1,61.1,60.0,1340,5.24,5.2,3.19 +21096,1.19,Premium,E,VS1,59.8,58.0,9263,7.01,6.94,4.17 +26643,2.0,Good,D,SI2,60.3,56.0,16425,8.08,8.11,4.88 +24705,0.32,Ideal,E,VS2,61.7,56.0,639,4.39,4.43,2.72 +20279,1.2,Ideal,G,VS1,62.4,57.0,8701,6.8,6.78,4.24 +37749,0.43,Very Good,I,IF,61.0,56.0,998,4.9,4.93,3.0 +40588,0.41,Ideal,E,VS1,61.4,57.0,1153,4.82,4.79,2.95 +14296,1.21,Good,E,SI2,64.0,62.0,5787,6.65,6.59,4.24 +45773,0.53,Ideal,E,VS2,60.8,55.0,1707,5.26,5.3,3.21 +26916,2.53,Premium,J,SI2,62.6,57.0,16934,8.77,8.67,5.46 +34328,0.48,Ideal,J,VS1,62.2,54.0,861,5.01,5.06,3.13 +43783,0.57,Ideal,G,SI1,62.1,55.0,1441,5.32,5.34,3.31 +38589,0.51,Premium,F,SI2,62.8,60.0,1036,5.1,5.03,3.18 +26900,2.05,Premium,I,VS2,60.8,58.0,16896,8.26,8.19,5.0 +32391,0.4,Very Good,E,VS2,60.4,63.0,791,4.68,4.72,2.84 +35384,0.41,Very Good,G,VS1,60.7,58.0,899,4.79,4.83,2.92 +17302,1.01,Good,F,VVS2,63.6,60.0,6932,6.31,6.36,4.03 +23601,1.61,Very Good,H,VS2,59.4,58.0,11627,7.64,7.74,4.57 +20015,0.32,Premium,I,SI1,61.1,59.0,421,4.38,4.42,2.69 +50591,0.71,Good,F,SI2,64.5,55.6,2282,5.58,5.61,3.6 +20373,0.31,Good,F,VS2,63.4,56.0,625,4.31,4.34,2.74 +15566,1.06,Ideal,G,VS2,61.8,57.0,6240,6.56,6.52,4.04 +27411,2.18,Premium,G,SI2,61.9,60.0,18003,8.29,8.24,5.12 +24627,1.52,Ideal,G,VS2,61.1,57.0,12958,7.45,7.39,4.53 +10912,1.04,Premium,H,SI1,62.6,59.0,4890,6.43,6.47,4.04 +5317,0.9,Ideal,I,VS2,61.3,56.0,3805,6.24,6.2,3.81 +47170,0.52,Premium,G,VVS2,61.0,58.0,1835,5.21,5.15,3.16 +3371,0.3,Ideal,I,VS2,62.4,55.0,407,4.32,4.34,2.7 +31474,0.34,Premium,H,VS1,60.8,59.0,765,4.53,4.48,2.74 +6458,0.91,Premium,D,SI2,61.1,60.0,4051,6.29,6.24,3.83 +1484,0.7,Ideal,G,VS1,61.3,59.0,2987,5.68,5.7,3.49 +47458,0.53,Ideal,D,VS2,60.6,57.0,1857,5.24,5.28,3.19 +41543,0.5,Good,D,SI1,63.7,57.0,1235,5.01,4.94,3.17 +47606,0.51,Ideal,H,IF,62.0,54.0,1879,5.14,5.18,3.2 +3121,0.7,Ideal,H,VVS2,61.0,56.0,3325,5.75,5.78,3.52 +34155,0.33,Ideal,G,VS1,62.3,54.0,854,4.48,4.45,2.78 +49737,0.48,Ideal,F,IF,62.1,55.0,2154,5.0,5.05,3.12 +44669,0.32,Ideal,H,VS2,61.3,56.0,523,4.42,4.45,2.72 +26805,2.4,Ideal,J,SI1,62.7,57.0,16687,8.6,8.5,5.36 +26447,2.02,Very Good,F,SI1,62.8,59.0,15987,7.9,7.98,4.99 +15164,1.24,Ideal,H,SI1,62.5,56.0,6095,6.92,6.88,4.31 +17283,1.5,Fair,E,SI2,64.8,55.0,6922,7.26,7.15,4.67 +34125,0.35,Ideal,F,VS1,62.4,55.0,853,4.52,4.49,2.81 +53183,0.71,Good,E,SI1,65.9,57.0,2631,5.51,5.57,3.65 +24717,0.3,Very Good,E,VS1,58.4,62.0,640,4.37,4.43,2.57 +16861,1.0,Premium,G,VS1,62.4,59.0,6727,6.4,6.35,3.98 +6422,0.8,Ideal,F,VS2,62.1,56.0,4043,5.93,5.98,3.7 +33627,0.33,Very Good,E,SI2,60.0,59.0,463,4.47,4.49,2.69 +13630,1.06,Ideal,I,VS1,62.0,55.0,5577,6.55,6.58,4.07 +30095,0.32,Premium,H,VS1,61.7,61.0,720,4.43,4.38,2.72 +38922,0.33,Ideal,G,IF,61.9,54.0,1052,4.46,4.42,2.75 +26732,2.05,Premium,G,SI2,60.1,59.0,16506,8.3,8.2,4.96 +8820,1.01,Very Good,H,VS2,61.9,62.0,4477,6.37,6.45,3.97 +39176,0.35,Ideal,D,VS2,60.6,56.0,1063,4.57,4.54,2.76 +17083,1.05,Ideal,F,VS2,61.6,54.0,6810,6.54,6.58,4.04 +52502,0.71,Ideal,I,VS1,60.9,55.0,2525,5.8,5.81,3.53 +39600,0.34,Ideal,E,VVS1,62.0,56.0,1084,4.52,4.48,2.79 +8561,0.9,Ideal,D,SI1,61.9,55.0,4435,6.22,6.18,3.84 +39386,0.47,Fair,E,VS2,56.3,64.0,1075,5.19,5.14,2.91 +50421,0.55,Ideal,F,VVS2,60.7,56.0,2259,5.31,5.34,3.23 +36880,0.5,Ideal,H,SI2,62.9,57.0,958,5.04,5.01,3.16 +8883,1.04,Very Good,E,SI2,60.9,59.0,4486,6.58,6.62,4.02 +14833,1.07,Premium,F,VS2,61.6,60.0,5974,6.56,6.53,4.03 +5934,1.01,Premium,I,SI1,61.6,58.0,3944,6.45,6.51,3.99 +28935,0.3,Premium,G,VVS2,60.8,58.0,684,4.34,4.38,2.65 +8496,0.92,Premium,F,SI1,62.1,60.0,4420,6.22,6.21,3.86 +43957,0.31,Ideal,F,SI1,60.5,57.0,516,4.4,4.43,2.67 +22590,1.02,Very Good,E,VVS1,60.2,60.0,10641,6.39,6.54,3.89 +41836,0.62,Premium,J,VS2,61.2,59.0,1253,5.52,5.42,3.35 +979,0.81,Ideal,G,SI2,62.2,57.0,2894,5.96,6.0,3.72 +18530,1.08,Ideal,G,VS1,61.0,56.0,7553,6.62,6.65,4.05 +46341,0.5,Good,D,VS2,63.7,56.0,1758,5.09,5.05,3.23 +48629,0.77,Very Good,J,SI2,61.2,56.0,2001,5.91,5.96,3.63 +21987,1.11,Ideal,G,IF,61.2,54.0,10053,6.71,6.73,4.11 +52871,0.73,Ideal,E,SI2,60.9,57.0,2581,5.83,5.8,3.54 +6645,1.17,Premium,F,SI2,59.9,59.0,4092,6.82,6.86,4.1 +4001,0.53,Ideal,D,IF,61.5,54.0,3517,5.27,5.21,3.22 +10242,1.13,Premium,H,SI2,62.7,55.0,4746,6.69,6.61,4.17 +7172,0.9,Fair,F,VS1,66.2,55.0,4183,6.11,5.97,4.0 +44860,0.61,Ideal,I,VS2,62.0,57.0,1627,5.43,5.46,3.37 +48096,0.51,Ideal,G,VVS1,60.4,57.0,1933,5.2,5.22,3.15 +10759,1.01,Premium,G,VS1,59.5,60.0,4853,6.49,6.48,3.86 +31942,0.3,Ideal,F,VS2,61.3,55.0,776,4.32,4.3,2.64 +49488,0.58,Ideal,F,VS1,60.6,55.0,2117,5.41,5.48,3.3 +7419,1.02,Fair,F,SI1,61.8,50.0,4227,6.59,6.51,4.05 +34832,0.3,Very Good,H,VVS1,63.3,60.0,878,4.25,4.22,2.68 +9275,1.04,Very Good,H,SI1,62.8,57.0,4564,6.44,6.48,4.06 +45351,0.59,Ideal,E,SI1,61.4,56.0,1664,5.36,5.39,3.3 +21192,1.5,Very Good,I,VS2,59.4,61.0,9342,7.41,7.45,4.41 +9136,1.1,Premium,H,SI2,62.2,58.0,4537,6.6,6.69,4.13 +18595,1.03,Ideal,G,VS1,60.8,57.0,7587,6.55,6.57,3.99 +44462,0.55,Premium,I,VVS1,61.3,59.0,1593,5.27,5.3,3.24 +37881,0.4,Very Good,G,VS1,63.4,56.0,1005,4.72,4.68,2.98 +8688,1.03,Ideal,I,SI1,60.7,60.0,4458,6.5,6.55,3.96 +13264,1.11,Premium,F,SI1,60.1,61.0,5483,6.74,6.64,4.06 +40451,0.51,Very Good,I,VS2,63.3,56.0,1140,5.02,5.06,3.19 +24443,1.57,Very Good,D,SI1,58.9,58.0,12697,7.57,7.63,4.48 +34241,0.4,Premium,D,SI2,62.4,58.0,855,4.73,4.69,2.94 +41603,0.27,Ideal,H,SI1,61.6,57.0,393,4.13,4.15,2.55 +44094,0.59,Very Good,G,SI1,59.3,58.0,1555,5.45,5.51,3.25 +518,0.77,Ideal,I,VVS2,62.1,57.0,2824,5.84,5.86,3.63 +5132,1.0,Good,E,SI2,57.7,65.0,3763,6.59,6.55,3.79 +6901,0.9,Very Good,G,VS2,63.4,59.0,4135,6.08,6.13,3.87 +36069,0.4,Very Good,D,SI1,63.3,57.0,924,4.71,4.68,2.97 +21326,1.51,Premium,F,SI2,59.9,58.0,9471,7.53,7.46,4.49 +38106,0.36,Premium,E,VS2,60.3,62.0,1013,4.59,4.56,2.76 +28075,0.3,Very Good,D,VS1,59.4,60.0,661,4.34,4.38,2.59 +20609,1.2,Premium,G,VS1,62.0,58.0,8911,6.76,6.73,4.18 +52326,0.7,Good,E,SI1,63.2,57.0,2496,5.61,5.63,3.55 +5312,0.9,Premium,E,SI2,60.1,62.0,3804,6.28,6.24,3.76 +46464,0.57,Premium,D,VS2,60.4,57.0,1775,5.38,5.35,3.24 +9094,1.2,Premium,G,SI2,61.8,60.0,4524,6.85,6.78,4.21 +42886,0.58,Ideal,E,SI2,62.4,58.0,1359,5.32,5.35,3.33 +19326,1.51,Ideal,J,VS2,61.1,57.0,8033,7.36,7.3,4.48 +47260,0.7,Premium,J,VS2,61.2,60.0,1843,5.7,5.73,3.5 +51122,0.71,Very Good,H,SI2,62.2,55.1,2339,5.7,5.72,3.55 +40277,0.31,Ideal,G,SI1,61.2,56.0,493,4.37,4.39,2.68 +49567,0.72,Ideal,H,SI2,61.5,56.0,2131,5.8,5.75,3.55 +37959,0.41,Premium,G,VVS2,61.4,58.0,1007,4.75,4.8,2.93 +13502,1.21,Premium,I,VS1,61.2,59.0,5540,6.86,6.84,4.19 +10790,1.0,Fair,H,VS2,64.8,62.0,4861,6.22,6.13,4.0 +47858,0.74,Very Good,F,SI2,63.1,58.0,1909,5.76,5.72,3.62 +35535,0.36,Good,F,VS1,63.9,54.0,905,4.52,4.5,2.88 +8529,1.0,Good,D,SI2,58.1,65.0,4427,6.54,6.48,3.78 +28237,0.33,Ideal,F,VS2,62.3,56.0,666,4.43,4.46,2.77 +13006,1.27,Ideal,F,SI2,62.0,55.0,5405,6.95,6.9,4.3 +41320,0.5,Good,F,SI2,62.0,54.7,1214,5.09,5.12,3.16 +4583,1.0,Good,G,SI2,57.8,64.0,3651,6.55,6.5,3.77 +47099,0.57,Very Good,E,VS2,59.5,56.0,1826,5.45,5.47,3.25 +25160,1.54,Premium,G,VS1,61.9,59.0,13733,7.37,7.34,4.55 +44610,0.53,Ideal,E,SI1,60.6,57.0,1607,5.27,5.23,3.18 +2238,0.8,Very Good,E,SI1,62.9,60.0,3146,5.87,5.89,3.7 +4688,0.81,Premium,E,VS2,61.5,58.0,3674,5.99,5.94,3.97 +4728,0.33,Very Good,I,SI1,63.2,58.0,572,4.38,4.36,2.76 +37721,0.34,Ideal,G,VVS2,62.6,54.0,995,4.47,4.44,2.79 +13591,1.01,Premium,F,SI1,60.6,58.0,5559,6.54,6.49,3.95 +43248,0.42,Ideal,G,IF,60.4,55.0,1400,4.85,4.86,2.93 +9777,0.91,Premium,D,SI1,59.0,61.0,4663,6.35,6.29,3.73 +24526,2.01,Ideal,J,SI2,62.1,56.0,12814,8.06,8.13,5.03 +25203,2.26,Very Good,H,SI2,63.1,58.0,13797,8.3,8.22,5.21 +42343,0.42,Ideal,I,VVS2,61.2,57.0,1299,4.83,4.87,2.97 +2618,0.9,Very Good,J,SI1,63.6,57.0,3225,6.07,6.1,3.87 +19574,1.51,Ideal,J,VS2,61.5,56.0,8203,7.37,7.4,4.54 +3570,0.75,Ideal,E,SI1,61.4,56.0,3419,5.83,5.89,3.6 +48719,0.56,Premium,D,VS2,61.5,58.0,2011,5.33,5.28,3.26 +416,0.43,Very Good,E,I1,58.4,62.0,555,4.94,5.0,2.9 +7249,1.06,Very Good,I,SI1,62.7,56.0,4197,6.46,6.5,4.06 +43889,0.52,Ideal,I,VVS1,60.1,56.0,1454,5.24,5.27,3.16 +33354,0.41,Ideal,G,VS2,59.8,57.0,827,4.81,4.85,2.89 +49568,0.62,Good,F,VVS2,59.9,62.0,2131,5.51,5.53,3.3 +39397,0.41,Ideal,G,VVS2,61.3,56.0,1076,4.79,4.77,2.93 +37227,0.4,Ideal,E,VS2,62.2,56.0,975,4.74,4.72,2.94 +16933,1.28,Premium,I,VS2,61.7,60.0,6762,7.05,6.95,4.32 +46260,0.57,Ideal,F,VS2,61.7,57.0,1754,5.33,5.36,3.3 +24344,1.79,Very Good,I,VS2,60.5,56.0,12610,7.87,7.9,4.77 +42063,0.55,Very Good,F,SI1,63.6,57.0,1271,5.17,5.21,3.3 +47602,0.7,Good,F,SI1,64.3,62.0,1878,5.55,5.49,3.55 +45564,0.52,Ideal,E,VS2,61.8,55.0,1689,5.17,5.19,3.2 +11182,1.34,Premium,G,SI2,60.1,61.0,4953,7.11,7.06,4.26 +49232,0.54,Ideal,F,VS1,61.1,55.0,2083,5.26,5.32,3.23 +44800,0.5,Very Good,E,VS2,62.7,54.0,1624,5.07,5.1,3.19 +43344,0.51,Ideal,F,SI1,62.9,56.0,1406,5.1,5.05,3.19 +25682,0.31,Ideal,F,VS1,61.0,56.0,642,4.38,4.4,2.68 +39123,0.41,Premium,G,VS2,61.4,59.0,1061,4.79,4.75,2.93 +39030,0.39,Ideal,E,VVS2,61.7,56.0,1056,4.73,4.75,2.92 +3608,0.72,Ideal,E,VS2,61.7,55.0,3427,5.8,5.77,3.57 +6388,0.25,Ideal,E,VVS2,61.6,57.0,576,4.08,4.1,2.52 +36172,0.32,Ideal,F,IF,61.9,54.0,929,4.43,4.46,2.75 +50876,0.55,Very Good,G,IF,60.2,60.0,2314,5.29,5.38,3.21 +47536,0.51,Very Good,G,VVS1,63.2,59.0,1871,5.04,5.09,3.2 +47596,0.53,Ideal,D,VS2,60.9,57.0,1877,5.24,5.17,3.17 +8392,0.32,Very Good,E,SI1,62.3,55.0,584,4.36,4.38,2.72 +15458,1.0,Good,D,VS2,62.8,61.0,6189,6.31,6.34,3.97 +36225,0.36,Premium,E,VS1,61.5,59.0,933,4.6,4.57,2.82 +36767,0.3,Ideal,E,VVS1,60.1,57.0,956,4.41,4.38,2.64 +33509,0.4,Very Good,J,IF,62.7,60.0,828,4.64,4.7,2.93 +12576,1.13,Very Good,G,SI1,60.9,60.0,5280,6.67,6.76,4.09 +7832,1.01,Premium,E,SI1,61.6,59.0,4299,6.44,6.42,3.96 +26136,1.61,Ideal,F,VS2,62.9,56.0,15426,7.52,7.46,4.71 +32095,0.33,Ideal,E,VS1,62.6,57.0,781,4.4,4.42,2.76 +4983,1.03,Ideal,J,SI1,62.3,57.0,3738,6.48,6.43,4.02 +53289,0.3,Very Good,D,SI1,61.0,60.0,552,4.3,4.35,2.64 +53512,0.71,Premium,F,VS2,61.9,59.0,2686,5.75,5.72,3.55 +24117,2.01,Very Good,G,SI2,63.3,56.0,12271,8.06,8.01,5.08 +11142,1.05,Premium,E,SI2,62.3,56.0,4939,6.54,6.47,4.05 +6054,0.32,Premium,I,VS2,61.1,57.0,576,4.42,4.39,2.69 +49662,0.71,Very Good,H,SI1,64.0,58.0,2141,5.57,5.61,3.58 +21263,1.03,Ideal,F,VVS2,62.0,56.0,9413,6.48,6.45,4.01 +6586,1.09,Very Good,I,SI2,63.8,57.0,4078,6.5,6.55,4.16 +12587,1.23,Premium,D,SI2,58.9,58.0,5283,6.99,6.97,4.11 +39503,0.36,Ideal,G,VVS1,60.9,57.0,1080,4.63,4.57,2.8 +40289,0.27,Ideal,H,VVS2,61.9,55.0,496,4.14,4.16,2.57 +42880,0.53,Ideal,F,SI1,60.3,57.0,1359,5.21,5.24,3.15 +6004,1.01,Premium,I,SI1,62.7,59.0,3959,6.43,6.36,4.01 +38132,0.3,Premium,G,VVS1,61.9,59.0,1013,4.31,4.28,2.66 +41290,0.5,Good,D,SI1,63.9,56.0,1210,5.02,4.93,3.18 +44522,0.51,Very Good,F,VS2,60.6,60.0,1601,5.18,5.22,3.15 +48249,0.7,Very Good,J,VS2,61.1,61.0,1952,5.64,5.69,3.46 +22031,0.34,Ideal,H,SI1,62.6,56.0,628,4.48,4.46,2.8 +15093,1.01,Premium,F,VS1,62.6,58.0,6066,6.37,6.48,4.02 +30659,0.37,Ideal,E,VS2,61.0,56.0,737,4.62,4.66,2.83 +31703,0.36,Premium,F,SI1,61.1,59.0,770,4.62,4.58,2.81 +36379,0.34,Ideal,F,IF,62.2,55.0,941,4.47,4.5,2.79 +47688,0.56,Premium,E,VS2,61.0,62.0,1882,5.36,5.28,3.24 +26518,1.74,Very Good,G,VS2,62.9,57.0,16169,7.64,7.68,4.82 +23176,2.0,Fair,J,SI1,66.4,55.0,11189,7.82,7.67,5.15 +26436,2.21,Premium,G,SI2,60.7,62.0,15970,8.48,8.42,5.13 +22307,1.04,Premium,E,VVS1,62.5,59.0,10350,6.41,6.46,4.02 +2293,0.9,Fair,F,SI1,66.0,57.0,3160,6.06,6.0,3.98 +21537,1.51,Very Good,I,VS1,61.8,63.0,9640,7.34,7.28,4.52 +52028,0.76,Good,G,SI1,57.7,63.0,2447,6.05,5.97,3.47 +22218,1.55,Ideal,D,SI2,61.1,56.0,10275,7.45,7.48,4.56 +30778,0.3,Ideal,D,VVS2,59.5,56.0,741,4.38,4.42,2.62 +17363,1.02,Ideal,G,VS1,62.0,55.0,6968,6.4,6.53,4.01 +41609,0.32,Premium,J,VS2,61.9,59.0,393,4.35,4.38,2.7 +7375,1.16,Fair,H,SI2,66.3,57.0,4222,6.56,6.5,4.33 +24953,2.14,Premium,H,SI2,61.2,57.0,13421,8.36,8.32,5.1 +24056,0.31,Ideal,I,IF,62.0,54.0,635,4.38,4.4,2.72 +32925,0.44,Premium,E,SI1,62.3,59.0,810,4.84,4.88,3.03 +31579,0.35,Ideal,E,VS2,62.0,57.0,767,4.51,4.55,2.81 +52120,0.56,Ideal,E,VVS2,62.6,54.0,2463,5.32,5.28,3.32 +46349,0.57,Ideal,H,VS2,61.5,57.0,1759,5.35,5.38,3.3 +36453,0.31,Ideal,D,VS2,62.6,56.0,942,4.36,4.33,2.72 +33608,0.31,Ideal,D,SI2,62.3,56.0,462,4.35,4.38,2.72 +29230,0.32,Very Good,F,VS1,62.3,55.0,696,4.38,4.42,2.74 +48569,0.38,Ideal,D,VVS1,61.6,55.0,1992,4.66,4.69,2.88 +52208,0.63,Very Good,G,VVS2,62.3,55.0,2481,5.5,5.54,3.44 +16614,1.2,Ideal,I,VS1,62.5,55.0,6639,6.76,6.81,4.24 +49351,0.7,Ideal,J,SI1,61.0,56.0,2096,5.69,5.82,3.51 +32169,0.46,Good,F,SI2,64.0,57.0,787,4.88,4.83,3.11 +45926,0.53,Ideal,G,VS1,61.8,55.0,1721,5.17,5.22,3.21 +13131,1.01,Very Good,H,SI1,61.2,60.0,5433,6.41,6.44,3.93 +24910,1.51,Very Good,G,VS1,61.8,57.0,13348,7.31,7.42,4.55 +32865,0.35,Ideal,I,IF,61.8,53.0,808,4.55,4.57,2.81 +44798,0.5,Premium,G,VS1,59.8,58.0,1624,5.15,5.19,3.09 +15165,1.31,Premium,H,VS2,59.6,58.0,6095,7.14,7.08,4.24 +10647,1.01,Very Good,H,SI1,63.1,59.0,4836,6.36,6.32,4.0 +35668,0.42,Ideal,E,VS2,61.6,57.0,908,4.79,4.82,2.96 +41215,0.4,Ideal,F,VVS1,61.7,57.0,1206,4.75,4.72,2.92 +32608,0.31,Ideal,H,VVS2,61.5,56.0,802,4.37,4.35,2.68 +51515,0.7,Ideal,D,SI2,61.6,56.0,2384,5.73,5.69,3.52 +38243,0.41,Ideal,D,VS1,62.3,56.0,1018,4.71,4.79,2.96 +28296,0.3,Ideal,G,SI1,62.0,57.0,432,4.27,4.31,2.66 +25554,1.55,Very Good,G,VS1,60.8,60.0,14386,7.46,7.51,4.55 +34249,0.38,Ideal,G,SI1,61.3,56.0,855,4.67,4.63,2.85 +3523,1.0,Premium,F,I1,62.4,59.0,3405,6.38,6.34,3.97 +13129,1.02,Premium,H,VS2,60.2,62.0,5432,6.54,6.46,3.91 +13500,0.7,Ideal,D,VVS2,61.1,55.0,5539,5.75,5.78,3.52 +24534,1.52,Premium,D,SI1,59.5,61.0,12823,7.5,7.43,4.44 +39354,0.44,Ideal,E,VS2,61.5,56.0,1073,4.92,4.9,3.02 +7377,0.76,Ideal,D,VVS2,62.3,57.0,4223,5.84,5.87,3.65 +32123,0.47,Ideal,G,SI2,61.3,56.0,784,4.98,5.01,3.06 +14708,0.3,Premium,G,VS1,61.8,60.0,605,4.29,4.32,2.66 +16902,1.21,Good,H,VS1,63.3,58.0,6748,6.72,6.77,4.27 +28628,0.28,Very Good,E,VS1,62.8,60.0,434,4.16,4.21,2.63 +11243,1.1,Premium,E,SI2,59.1,60.0,4967,6.77,6.7,3.98 +7897,1.0,Fair,H,VVS2,65.3,58.0,4312,6.25,6.18,4.06 +6790,1.02,Ideal,I,SI2,60.6,56.0,4113,6.57,6.53,3.97 +42054,0.55,Very Good,H,SI1,59.4,58.0,1270,5.36,5.38,3.19 +4938,0.9,Premium,H,SI1,60.7,59.0,3730,6.26,6.19,3.78 +24290,2.03,Premium,J,SI2,62.7,59.0,12531,8.08,8.02,5.05 +49556,0.81,Premium,J,VS2,60.6,60.0,2129,6.04,6.0,3.65 +2425,0.92,Ideal,J,SI1,61.7,57.0,3181,6.21,6.26,3.85 +27929,0.38,Ideal,E,SI1,61.7,58.0,658,4.71,4.63,2.88 +12119,1.09,Good,F,SI2,60.8,61.4,5167,6.59,6.64,4.02 +30358,0.32,Ideal,E,VVS2,61.2,57.0,729,4.38,4.41,2.69 +5470,0.91,Fair,F,VS2,66.8,58.0,3837,5.95,5.97,3.98 +19538,1.06,Premium,G,VVS1,61.1,58.0,8170,6.53,6.57,4.0 +23283,1.53,Good,E,SI1,63.5,58.0,11303,7.29,7.35,4.65 +12966,1.19,Very Good,J,SI1,60.0,57.0,5390,6.93,6.89,4.15 +19454,1.21,Good,G,VS2,63.8,56.0,8099,6.74,6.67,4.28 +47680,0.51,Ideal,D,VS2,62.3,57.0,1882,5.12,5.09,3.18 +37628,0.4,Ideal,D,SI1,60.8,57.0,990,4.81,4.77,2.91 +10667,0.9,Premium,F,VS2,62.3,58.0,4838,6.16,6.14,3.83 +22361,0.31,Premium,H,VS2,62.2,59.0,628,4.38,4.34,2.71 +53135,0.93,Very Good,D,I1,63.4,60.0,2618,6.18,6.15,3.91 +40717,0.53,Very Good,E,SI2,58.3,62.0,1160,5.3,5.36,3.11 +31073,0.33,Ideal,H,VVS1,62.1,55.0,752,4.42,4.44,2.75 +40337,0.51,Ideal,E,SI2,61.3,61.0,1128,5.13,5.15,3.15 +21434,1.9,Very Good,J,SI1,59.2,58.0,9540,8.1,8.21,4.83 +11546,0.86,Good,D,VVS1,64.3,53.0,5029,6.02,6.12,3.89 +49808,0.82,Ideal,G,SI2,61.0,55.0,2165,6.04,5.99,3.67 +52909,0.64,Ideal,G,VVS2,61.8,56.0,2587,5.53,5.56,3.43 +24361,0.26,Ideal,F,VVS1,62.7,55.0,635,4.07,4.1,2.56 +27003,1.7,Ideal,F,VS2,62.7,55.0,17114,7.54,7.58,4.74 +12716,0.26,Ideal,F,VVS2,61.6,57.0,599,4.08,4.1,2.52 +20537,1.56,Premium,G,SI2,61.7,59.0,8858,7.51,7.43,4.61 +41375,0.51,Good,F,SI1,63.6,56.0,1220,5.08,5.11,3.24 +8196,1.2,Premium,H,SI2,62.5,58.0,4368,6.74,6.69,4.2 +36359,0.41,Very Good,D,VS2,61.7,54.0,939,4.77,4.82,2.96 +43371,0.58,Ideal,F,SI1,61.4,57.0,1408,5.33,5.38,3.29 +35753,0.3,Premium,D,VS2,61.7,59.0,911,4.28,4.25,2.63 +10550,1.04,Premium,D,SI2,61.0,59.0,4811,6.54,6.51,3.98 +27435,1.7,Ideal,F,VS2,62.3,56.0,18055,7.65,7.61,4.75 +14850,1.25,Ideal,J,VVS2,62.1,56.0,5980,6.81,6.84,4.24 +12753,1.2,Very Good,G,SI2,62.9,54.0,5321,6.76,6.79,4.26 +52520,0.7,Ideal,F,SI1,61.5,57.0,2528,5.67,5.74,3.51 +9282,1.04,Fair,E,SI2,67.5,56.0,4566,6.28,6.22,4.22 +16800,1.0,Very Good,G,VS1,60.6,63.0,6699,6.42,6.45,3.9 +37424,0.33,Ideal,E,VVS1,61.8,57.0,984,4.4,4.43,2.73 +40709,0.73,Fair,F,I1,66.9,54.0,1158,5.62,5.54,3.74 +29604,0.35,Very Good,G,VS1,62.9,58.0,706,4.48,4.49,2.82 +257,0.64,Ideal,G,IF,61.3,56.0,2790,5.54,5.58,3.41 +38694,0.37,Premium,E,VS2,61.1,57.0,1041,4.66,4.63,2.84 +44415,0.54,Ideal,I,SI1,62.3,55.0,1586,5.22,5.27,3.27 +44594,0.53,Ideal,H,VS1,62.1,56.0,1607,5.21,5.19,3.23 +52994,1.29,Fair,H,I1,67.7,62.0,2596,6.69,6.59,4.5 +47699,0.59,Ideal,E,VS2,61.5,56.0,1883,5.42,5.38,3.32 +38735,0.36,Ideal,E,VVS1,61.4,57.0,1043,4.64,4.61,2.54 +53370,0.61,Ideal,D,VS1,61.9,56.0,2658,5.43,5.45,3.37 +1030,0.62,Ideal,E,VVS2,62.0,56.0,2904,5.48,5.52,3.41 +32222,0.31,Ideal,G,VVS1,62.2,55.0,789,4.33,4.38,2.71 +19983,1.03,Premium,F,VVS2,61.3,57.0,8527,6.53,6.49,3.99 +20320,1.22,Premium,F,VS2,62.0,58.0,8733,6.89,6.86,4.26 +16466,1.28,Premium,H,SI1,59.9,59.0,6580,7.05,7.08,4.23 +4224,0.9,Good,E,SI1,63.5,55.0,3570,6.12,6.22,3.92 +16088,1.06,Ideal,D,SI1,62.6,56.0,6426,6.49,6.52,4.07 +3029,0.7,Ideal,H,IF,61.3,59.0,3309,5.69,5.72,3.5 +25192,2.22,Very Good,J,SI1,58.7,60.0,13782,8.51,8.57,5.01 +46863,0.53,Ideal,G,VS1,61.8,55.0,1813,5.22,5.17,3.21 +35657,0.31,Very Good,G,VVS2,63.3,57.0,907,4.31,4.28,2.72 +26372,2.02,Very Good,G,SI2,63.1,56.0,15848,8.06,8.02,5.07 +12077,1.09,Ideal,I,VS2,62.0,57.0,5158,6.64,6.58,4.1 +50193,0.71,Premium,H,SI2,60.5,60.0,2224,5.81,5.73,3.49 +21898,1.15,Ideal,E,VS2,61.4,57.0,9967,6.73,6.76,4.14 +10419,1.01,Good,G,SI1,63.3,59.0,4781,6.24,6.31,3.97 +40563,0.41,Very Good,G,VVS1,61.0,61.0,1151,4.72,4.75,2.89 +17057,0.28,Good,E,IF,64.6,58.0,612,4.09,4.12,2.65 +34898,0.33,Ideal,F,VVS1,62.5,54.0,880,4.43,4.46,2.78 +28591,0.3,Ideal,G,VS2,61.3,56.0,675,4.33,4.28,2.64 +43850,0.5,Good,F,VS2,61.3,61.0,1447,5.05,5.1,3.11 +13283,1.08,Premium,F,SI1,61.0,59.0,5487,6.67,6.57,4.04 +8455,1.01,Ideal,I,SI1,62.5,56.0,4413,6.4,6.44,4.01 +14252,1.1,Premium,E,SI1,62.9,58.0,5773,6.62,6.55,4.14 +27895,0.32,Ideal,I,IF,61.7,55.0,655,4.4,4.42,2.72 +18787,1.02,Very Good,F,VS1,63.6,60.0,7682,6.25,6.33,4.0 +52163,0.55,Ideal,G,VVS1,61.5,55.0,2473,5.28,5.26,3.24 +27479,2.05,Very Good,H,VS2,61.8,60.0,18152,8.14,8.19,5.05 +141,0.71,Premium,G,VS2,60.9,57.0,2766,5.78,5.75,3.51 +25446,2.0,Premium,I,SI2,58.6,61.0,14199,8.28,8.16,4.82 +16489,1.2,Ideal,H,SI1,61.9,54.0,6588,6.83,6.9,4.25 +51359,1.01,Premium,G,I1,61.7,62.0,2364,6.41,6.35,3.93 +51824,0.79,Premium,H,SI1,63.0,54.0,2420,5.9,5.86,3.69 +4768,0.71,Good,D,VS1,64.2,58.0,3690,5.65,5.6,3.61 +38901,0.33,Ideal,E,VVS1,61.2,56.0,1052,4.51,4.45,2.74 +7210,1.04,Good,D,SI2,57.6,63.0,4191,6.67,6.7,3.85 +39713,0.44,Ideal,H,VS1,61.3,57.0,1089,4.98,4.91,3.03 +2492,0.6,Ideal,F,VVS2,61.5,57.0,3196,5.42,5.45,3.34 +13836,1.0,Ideal,D,SI1,62.8,55.0,5639,6.3,6.38,3.98 +13881,1.06,Ideal,I,VS1,61.2,57.0,5651,6.59,6.56,4.03 +52340,0.7,Very Good,H,VS2,62.9,57.0,2498,5.6,5.66,3.54 +25168,2.15,Premium,J,SI1,62.4,60.0,13746,8.24,8.18,5.12 +43083,0.58,Very Good,G,SI1,61.9,56.0,1379,5.35,5.39,3.32 +21289,1.6,Ideal,H,SI2,62.1,56.0,9444,7.51,7.43,4.64 +16441,1.33,Premium,G,SI2,60.3,58.0,6565,7.16,7.19,4.33 +12739,1.13,Premium,I,VS1,62.2,58.0,5316,6.68,6.63,4.14 +43278,0.3,Good,G,SI2,63.7,54.0,506,4.25,4.23,2.7 +29103,0.34,Premium,I,VS1,59.5,59.0,689,4.59,4.55,2.72 +6083,1.01,Premium,I,SI2,59.4,57.0,3971,6.59,6.57,3.91 +44693,0.51,Very Good,E,VS2,62.8,56.0,1612,5.11,5.14,3.22 +25056,2.41,Premium,I,SI2,60.7,59.0,13563,8.7,8.64,5.26 +14664,1.01,Very Good,G,VS2,61.6,58.0,5919,6.4,6.45,3.96 +33475,0.32,Premium,F,VS2,61.2,59.0,828,4.42,4.4,2.7 +35208,0.33,Ideal,I,IF,61.6,55.0,891,4.47,4.46,2.75 +14162,1.21,Premium,F,SI2,59.9,62.0,5746,6.92,6.88,4.13 +35779,0.32,Ideal,F,VVS1,62.1,54.0,912,4.41,4.42,2.74 +35012,0.4,Very Good,F,SI1,63.1,58.0,882,4.69,4.66,2.95 +2969,0.78,Good,D,VS2,64.0,54.0,3298,5.82,5.86,3.74 +4495,0.9,Ideal,I,VS2,61.5,58.0,3629,6.19,6.23,3.82 +44886,0.5,Ideal,E,VS2,62.2,56.0,1629,5.12,5.11,3.18 +44445,0.61,Ideal,H,VS2,62.0,53.0,1591,5.47,5.49,3.4 +48621,0.7,Premium,H,SI2,62.1,62.0,1999,5.67,5.63,3.51 +28646,0.33,Very Good,F,SI2,63.0,58.0,434,4.4,4.42,2.78 +27532,2.08,Very Good,I,VS2,58.9,61.0,18281,8.35,8.36,4.92 +47253,0.52,Premium,D,VS2,62.4,58.0,1842,5.13,5.09,3.19 +43265,0.3,Premium,I,SI1,61.6,59.0,506,4.34,4.29,2.66 +27890,0.3,Ideal,H,VVS1,61.2,57.0,655,4.3,4.39,2.66 +46585,0.55,Ideal,G,VS1,60.9,55.0,1786,5.29,5.32,3.23 +27240,2.52,Good,G,SI2,63.7,59.0,17608,8.57,8.52,5.44 +30458,0.3,Premium,E,VS2,61.7,60.0,731,4.31,4.28,2.65 +41964,0.23,Very Good,E,VVS2,62.3,55.0,505,3.9,3.93,2.44 +49148,0.72,Good,I,VS2,63.3,59.0,2068,5.62,5.66,3.57 +18000,1.21,Very Good,H,VS1,62.4,60.0,7279,6.73,6.79,4.22 +7340,0.91,Premium,E,SI1,62.6,58.0,4211,6.14,6.17,3.85 +48964,0.34,Premium,H,VS2,59.0,59.0,537,4.55,4.61,2.7 +7040,1.02,Very Good,F,SI2,60.4,60.0,4162,6.49,6.53,3.93 +37221,0.31,Ideal,F,VVS1,61.6,55.0,975,4.36,4.41,2.7 +53400,0.72,Ideal,E,SI1,61.2,56.0,2666,5.79,5.75,3.53 +42520,0.5,Fair,D,SI1,64.6,58.0,1323,5.0,4.97,3.22 +10384,0.37,Very Good,E,SI1,61.4,60.0,593,4.6,4.62,2.83 +33334,0.41,Very Good,G,VS2,59.8,61.0,827,4.78,4.82,2.87 +44211,0.4,Ideal,G,IF,61.9,56.0,1570,4.7,4.76,2.93 +24916,1.75,Premium,D,SI2,60.6,60.0,13363,7.74,7.78,4.7 +47339,0.23,Very Good,E,VVS1,61.8,59.0,530,3.9,3.93,2.42 +34715,0.37,Premium,D,SI1,62.3,56.0,874,4.64,4.61,2.88 +41029,0.41,Ideal,E,VVS2,61.0,56.0,1187,4.79,4.82,2.93 +36897,0.33,Ideal,H,IF,60.5,56.0,959,4.54,4.52,2.74 +34426,0.3,Ideal,G,IF,62.1,54.0,863,4.3,4.33,2.68 +15271,1.05,Very Good,H,VS1,59.5,56.0,6132,6.62,6.68,3.96 +3560,0.72,Ideal,H,VVS2,61.8,55.0,3417,5.75,5.77,3.56 +20574,1.24,Ideal,E,VS2,62.7,58.0,8887,6.79,6.86,4.28 +25155,2.29,Ideal,J,SI2,61.8,56.4,13726,8.4,8.5,5.23 +2910,0.86,Ideal,D,SI2,60.2,56.0,3284,6.16,6.19,3.72 +2418,0.72,Ideal,H,VVS1,61.5,57.0,3180,5.74,5.76,3.54 +40235,0.53,Very Good,J,VS2,62.4,58.0,1124,5.15,5.24,3.24 +36983,0.38,Ideal,F,VVS2,60.8,53.0,963,4.72,4.76,2.88 +3806,0.72,Ideal,E,VS1,62.5,57.0,3465,5.73,5.76,3.59 +13586,1.05,Ideal,F,SI1,62.0,55.0,5557,6.54,6.5,4.04 +53170,0.71,Premium,E,SI1,61.1,57.0,2629,5.73,5.69,3.49 +10454,1.0,Premium,H,SI1,62.1,56.0,4788,6.48,6.38,3.99 +17094,1.17,Fair,E,VS2,64.5,56.0,6814,6.75,6.68,4.33 +34714,0.37,Premium,D,SI1,61.0,62.0,874,4.64,4.61,2.82 +19463,1.56,Good,J,VS2,62.3,64.0,8107,7.41,7.36,4.6 +32683,0.31,Premium,G,VS1,62.9,58.0,802,4.35,4.3,2.72 +52615,0.7,Good,D,SI1,62.6,62.0,2546,5.61,5.64,3.52 +11722,0.34,Ideal,E,SI1,61.8,56.0,596,4.45,4.48,2.76 +24293,2.01,Premium,J,VS2,61.8,61.0,12541,8.06,7.97,4.95 +10764,1.01,Premium,E,SI1,62.0,58.0,4853,6.41,6.37,3.96 +49642,0.32,Premium,F,SI2,59.7,59.0,540,4.48,4.43,2.66 +35017,0.4,Premium,E,SI1,61.7,60.0,882,4.72,4.68,2.9 +24077,2.0,Very Good,I,SI2,63.7,61.0,12221,7.85,7.97,5.04 +1911,0.71,Ideal,H,VS2,61.8,55.0,3080,5.75,5.78,3.56 +794,0.8,Very Good,D,SI2,62.5,59.0,2862,5.88,5.92,3.69 +17731,1.01,Good,G,VVS2,62.4,61.0,7137,6.34,6.38,3.97 +37793,0.38,Ideal,E,VS1,62.1,56.0,1000,4.62,4.65,2.88 +196,0.7,Premium,E,SI1,62.7,59.0,2777,5.67,5.63,3.54 +21459,1.53,Premium,J,VVS1,61.6,59.0,9555,7.39,7.35,4.54 +26152,1.59,Premium,F,VS2,60.2,60.0,15461,7.59,7.62,4.58 +16787,1.5,Good,J,SI1,59.1,64.0,6687,7.32,7.43,4.36 +44518,0.54,Premium,H,VS1,62.6,59.0,1600,5.19,5.22,3.26 +20561,1.08,Ideal,G,IF,61.3,57.0,8873,6.59,6.62,4.05 +33827,0.42,Very Good,H,VS2,59.0,57.0,843,4.92,4.95,2.91 +16789,1.08,Premium,G,VS1,62.0,60.0,6689,6.55,6.51,4.05 +29113,0.34,Ideal,H,VS2,61.7,57.0,689,4.48,4.46,2.76 +17116,1.09,Very Good,G,VS1,62.5,59.0,6827,6.54,6.57,4.1 +37940,0.3,Ideal,I,VS1,62.2,53.9,486,4.29,4.33,2.68 +13775,1.01,Good,F,VS2,64.2,54.0,5616,6.24,6.31,4.03 +50071,0.71,Premium,I,VS1,62.5,59.0,2202,5.75,5.71,3.58 +31631,0.3,Ideal,H,SI1,61.6,54.0,450,4.33,4.37,2.68 +13780,1.27,Premium,D,SI2,58.9,59.0,5618,7.14,7.02,4.17 +2610,0.73,Ideal,H,VVS1,62.1,56.0,3220,5.75,5.8,3.59 +31790,0.42,Very Good,E,SI1,62.3,58.0,773,4.76,4.81,2.98 +15529,1.32,Fair,E,SI2,65.2,58.0,6221,6.86,6.79,4.45 +37835,0.33,Ideal,D,VS2,60.9,55.0,1002,4.5,4.47,2.73 +24921,1.53,Ideal,G,VS2,61.6,57.0,13369,7.4,7.3,4.53 +41902,0.59,Very Good,J,VS2,62.1,57.0,1261,5.34,5.39,3.33 +30718,0.37,Good,F,SI1,63.7,55.0,738,4.59,4.55,2.91 +3402,0.28,Premium,F,VS2,59.6,61.0,567,4.28,4.25,2.54 +37816,0.36,Ideal,D,VS1,61.8,55.0,1002,4.58,4.54,2.82 +29636,0.3,Ideal,H,SI1,62.4,53.7,442,4.29,4.31,2.68 +25118,1.21,Ideal,E,VVS2,61.7,57.0,13661,6.8,6.88,4.22 +19143,1.21,Very Good,G,VS2,59.5,58.0,7906,6.96,7.03,4.16 +30088,0.32,Premium,H,VS1,60.2,58.0,720,4.47,4.43,2.68 +45746,0.52,Ideal,D,VS2,62.0,53.0,1701,5.17,5.21,3.22 +28549,0.3,Very Good,I,VVS2,60.1,63.0,675,4.31,4.28,2.58 +35528,0.3,Ideal,D,VVS1,61.9,57.0,905,4.27,4.29,2.65 +1947,0.9,Very Good,E,SI2,63.1,54.0,3084,6.2,6.17,3.9 +13157,1.01,Good,D,SI1,61.7,62.0,5443,6.3,6.34,3.9 +45842,0.5,Very Good,G,VVS2,62.1,61.0,1715,5.07,5.1,3.16 +36424,0.31,Ideal,D,VS2,61.5,56.0,942,4.41,4.37,2.7 +38614,0.28,Very Good,E,VS1,61.8,55.0,489,4.21,4.24,2.61 +1870,0.92,Good,J,SI2,59.0,63.0,3070,6.3,6.35,3.73 +14837,1.01,Very Good,F,SI1,61.3,60.0,5975,6.39,6.43,3.93 +14413,1.31,Ideal,I,SI2,61.0,59.0,5820,7.05,7.01,4.29 +53909,0.7,Very Good,E,SI1,61.2,57.0,2753,5.68,5.73,3.49 +4060,0.32,Ideal,G,SI1,62.6,55.0,571,4.41,4.38,2.75 +40811,0.52,Ideal,G,SI2,61.5,56.0,1170,5.15,5.19,3.18 +53527,0.71,Very Good,D,SI1,60.9,60.0,2690,5.71,5.76,3.49 +7197,1.01,Very Good,I,SI1,63.6,58.0,4189,6.31,6.36,4.03 +45153,0.5,Premium,F,VS2,62.1,58.0,1654,5.1,5.01,3.14 +45305,0.3,Ideal,D,SI1,62.1,57.0,524,4.25,4.28,2.65 +20713,0.31,Ideal,G,VS1,62.5,57.0,625,4.34,4.37,2.72 +11995,1.01,Ideal,D,SI1,62.4,54.0,5147,6.52,6.38,4.03 +47769,0.55,Ideal,D,VS2,62.8,57.0,1894,5.27,5.24,3.3 +26309,1.28,Premium,E,IF,59.8,59.0,15806,7.1,7.07,4.24 +25728,2.38,Premium,G,SI2,62.4,58.0,14648,8.59,8.47,5.32 +37811,0.35,Ideal,G,IF,61.9,54.0,1001,4.56,4.58,2.83 +37440,0.33,Ideal,E,VVS1,61.7,56.0,984,4.42,4.46,2.74 +19909,1.65,Ideal,E,SI2,58.7,56.0,8455,7.76,7.73,4.55 +23194,2.0,Premium,H,SI1,61.7,58.0,11200,7.82,7.77,4.81 +4458,1.01,Good,G,SI2,63.8,56.0,3620,6.32,6.22,4.0 +40573,0.4,Premium,D,VVS2,58.3,59.0,1152,4.9,4.88,2.85 +39817,0.4,Ideal,G,VVS1,60.8,54.0,1097,4.8,4.83,2.93 +40346,0.51,Good,G,SI2,63.6,54.0,1129,5.08,5.05,3.22 +10693,1.05,Good,H,SI1,59.2,60.0,4845,6.59,6.62,3.91 +6727,0.27,Ideal,F,VS1,61.7,57.0,577,4.15,4.18,2.57 +7411,1.05,Ideal,H,SI1,62.0,56.0,4223,6.53,6.46,4.03 +37039,0.38,Very Good,H,VVS1,59.1,58.0,967,4.71,4.76,2.8 +53641,0.73,Very Good,F,SI1,59.4,60.0,2703,5.84,5.87,3.48 +39270,0.38,Premium,G,VS1,61.9,58.0,1069,4.66,4.62,2.87 +2724,0.26,Very Good,E,VVS2,61.7,61.0,564,4.08,4.12,2.53 +24124,1.28,Very Good,F,VVS2,58.9,57.0,12285,7.13,7.17,4.21 +48217,0.7,Fair,G,SI1,66.0,53.0,1949,5.53,5.47,3.63 +7355,1.13,Premium,J,SI1,61.3,59.0,4214,6.77,6.67,4.12 +18761,1.05,Very Good,G,VVS2,59.8,60.0,7667,6.54,6.61,3.93 +53365,0.77,Premium,G,SI1,62.7,57.0,2657,5.85,5.79,3.65 +16498,1.11,Very Good,G,VS2,62.2,55.0,6593,6.61,6.67,4.13 +38802,0.31,Ideal,G,VVS1,62.5,55.0,1046,4.34,4.33,2.71 +37256,0.31,Ideal,H,IF,60.8,57.0,977,4.4,4.38,2.67 +2080,0.7,Premium,F,VVS1,61.9,59.0,3109,5.67,5.6,3.49 +24423,1.73,Premium,I,VS1,62.2,59.0,12674,7.65,7.62,4.75 +34468,0.39,Ideal,I,IF,60.8,56.0,865,4.73,4.75,2.88 +27749,2.0,Very Good,G,SI1,63.5,56.0,18818,7.9,7.97,5.04 +38944,0.31,Ideal,I,VS1,61.9,54.0,489,4.34,4.38,2.7 +13447,1.12,Ideal,H,SI1,61.9,57.0,5521,6.64,6.68,4.12 +42500,0.55,Ideal,I,SI1,61.2,55.0,1320,5.28,5.33,3.25 +1287,0.7,Very Good,E,VS2,61.8,59.0,2952,5.63,5.67,3.49 +26177,1.51,Very Good,D,VS1,62.8,57.0,15513,7.23,7.29,4.56 +45143,0.5,Premium,F,VS2,60.7,58.0,1654,5.16,5.12,3.12 +11078,0.9,Very Good,F,VS2,62.3,58.0,4924,6.14,6.16,3.83 +20351,1.35,Premium,H,VS1,60.5,60.0,8747,7.19,7.16,4.34 +26797,2.24,Premium,H,SI2,61.4,57.0,16656,8.43,8.35,5.15 +22767,1.26,Ideal,G,VVS1,61.1,57.0,10787,7.02,6.98,4.28 +11848,1.03,Premium,E,SI1,61.3,60.0,5101,6.53,6.51,4.0 +18930,1.0,Very Good,E,VVS2,61.9,61.0,7777,6.38,6.42,3.96 +37135,0.4,Ideal,F,VS1,61.8,55.0,971,4.76,4.78,2.95 +43516,0.59,Very Good,F,SI1,63.0,56.0,1424,5.3,5.34,3.35 +29188,0.3,Ideal,E,VS1,61.9,58.0,694,4.27,4.29,2.65 +5351,0.93,Good,D,SI1,63.8,59.0,3812,6.21,6.15,3.94 +15294,1.17,Ideal,G,VS2,61.5,57.0,6139,6.86,6.8,4.2 +21256,1.6,Ideal,I,SI1,62.4,53.5,9407,7.45,7.5,4.66 +6269,1.04,Very Good,F,SI2,63.2,58.0,4013,6.39,6.34,4.02 +32793,0.32,Ideal,E,VS2,62.0,55.0,804,4.41,4.37,2.72 +37785,0.53,Very Good,G,SI2,62.5,55.0,1000,5.14,5.19,3.23 +43002,0.58,Ideal,I,VVS2,62.0,56.0,1369,5.34,5.38,3.32 +17358,1.24,Premium,D,SI2,61.4,59.0,6965,6.91,6.87,4.23 +31432,0.3,Ideal,H,IF,61.5,56.0,764,4.32,4.33,2.66 +46278,0.52,Good,G,VVS1,58.3,59.0,1754,5.26,5.3,3.08 +31904,0.3,Ideal,G,VS1,62.2,55.0,776,4.31,4.28,2.67 +14601,1.24,Premium,I,VS2,62.1,55.0,5889,6.91,6.87,4.28 +38836,0.4,Very Good,F,VVS2,62.0,56.0,1049,4.71,4.74,2.93 +291,0.71,Premium,D,SI1,61.6,60.0,2797,5.74,5.69,3.52 +49269,0.7,Ideal,F,SI1,62.6,56.0,2089,5.66,5.69,3.55 +41651,0.5,Fair,D,SI1,64.6,61.0,1238,5.05,4.95,3.23 +37849,0.33,Ideal,E,VS1,62.6,57.0,1002,4.42,4.4,2.76 +5560,1.0,Ideal,I,VS2,62.6,54.0,3858,6.39,6.35,3.99 +22737,1.15,Ideal,F,VVS2,62.7,57.0,10757,6.69,6.65,4.18 +23820,1.83,Premium,I,SI1,62.9,55.0,11883,7.9,7.78,4.93 +53125,0.82,Ideal,H,SI1,62.4,56.0,2617,6.05,6.0,3.76 +21647,1.24,Very Good,G,VS1,60.2,58.0,9738,6.96,7.0,4.2 +28376,0.24,Premium,E,VVS1,60.3,61.0,668,4.06,4.03,2.44 +45561,0.53,Good,F,VS1,64.2,56.0,1688,5.11,5.14,3.29 +52303,0.23,Ideal,E,VS2,61.8,54.0,548,3.94,3.96,2.44 +39125,0.41,Ideal,G,VS2,61.4,55.0,1061,4.8,4.75,2.93 +19035,0.3,Ideal,E,VS2,62.1,55.0,621,4.32,4.35,2.69 +40300,0.4,Premium,G,VS1,60.3,59.0,1125,4.8,4.76,2.88 +44032,0.5,Very Good,E,VS2,61.8,57.0,1547,5.05,5.11,3.14 +48764,0.66,Good,F,SI1,60.4,60.1,2017,5.59,5.65,3.39 +5010,0.93,Good,D,SI2,59.2,62.0,3744,6.36,6.38,3.77 +33516,0.42,Very Good,I,SI1,63.5,54.0,829,4.76,4.72,3.01 +35553,0.35,Ideal,H,VVS2,59.2,56.0,906,4.65,4.6,2.74 +14872,1.01,Good,F,VS2,63.6,59.0,5988,6.32,6.36,4.03 +24266,1.83,Premium,E,SI2,62.0,57.0,12492,7.89,7.81,4.87 +2874,0.9,Fair,E,VS1,67.6,56.0,3276,5.94,5.9,4.0 +26097,2.03,Good,I,SI1,62.7,61.0,15339,8.04,7.93,5.01 +3301,0.9,Very Good,F,SI2,63.0,56.0,3368,6.09,6.16,3.86 +49536,0.59,Ideal,G,VVS2,62.6,57.0,2125,5.33,5.37,3.35 +53838,0.77,Ideal,H,VS2,62.0,56.0,2738,5.86,5.89,3.64 +31785,0.42,Premium,F,SI1,60.0,59.0,773,4.85,4.88,2.92 +41958,0.23,Very Good,E,VVS2,61.9,60.0,505,3.93,3.96,2.44 +29112,0.34,Very Good,H,VS2,63.2,55.0,689,4.5,4.46,2.83 +25092,2.03,Good,G,SI2,62.7,65.0,13621,8.17,7.92,5.06 +31030,0.31,Premium,F,VS2,60.7,61.0,749,4.4,4.36,2.66 +2025,1.52,Good,E,I1,57.3,58.0,3105,7.53,7.42,4.28 +38936,0.4,Very Good,E,VS1,60.1,58.0,1053,4.72,4.76,2.85 +41685,0.54,Premium,F,SI2,59.6,60.0,1240,5.28,5.25,3.14 +22959,1.5,Fair,H,VS1,61.7,60.0,11007,7.37,7.27,4.52 +1716,0.32,Premium,G,VS2,59.8,59.0,561,4.48,4.52,2.69 +2626,0.9,Fair,H,VS2,65.5,57.0,3226,6.05,6.01,3.95 +47608,0.58,Premium,D,SI1,60.2,58.0,1879,5.46,5.37,3.26 +8617,1.09,Premium,E,SI2,59.4,60.0,4444,6.81,6.7,4.01 +22473,1.2,Very Good,G,IF,60.9,55.0,10497,6.9,6.93,4.21 +39501,0.33,Ideal,E,IF,60.8,57.0,1079,4.44,4.47,2.71 +46436,0.54,Good,E,VS2,60.2,61.0,1771,5.27,5.32,3.19 +40910,0.42,Ideal,G,VVS1,61.1,56.0,1179,4.82,4.84,2.95 +3468,1.04,Premium,E,SI2,60.1,58.0,3392,6.65,6.56,3.97 +8333,1.16,Good,F,SI2,63.7,63.0,4395,6.55,6.63,4.2 +38386,0.42,Premium,E,VS2,60.9,59.0,1024,4.85,4.81,2.94 +5148,0.93,Very Good,I,VS2,63.1,58.0,3766,6.19,6.21,3.91 +47409,0.5,Ideal,F,VVS2,62.3,57.0,1850,5.06,5.08,3.16 +16876,1.26,Very Good,G,SI1,63.0,59.0,6733,6.84,6.88,4.32 +43670,0.5,Good,F,VS2,63.3,57.0,1436,5.02,5.06,3.19 +12439,1.0,Fair,H,VS1,64.6,59.0,5242,6.3,6.26,4.06 +43814,0.51,Ideal,E,SI1,61.1,56.0,1443,5.2,5.17,3.17 +1665,0.9,Fair,H,SI1,65.6,57.0,3024,6.04,6.01,3.95 +45165,0.5,Ideal,D,SI1,61.9,57.0,1654,5.08,5.06,3.14 +52642,0.24,Very Good,E,VVS2,62.9,59.0,552,3.97,4.01,2.51 +20602,1.24,Very Good,F,VS2,60.9,60.0,8907,6.96,6.93,4.23 +19551,1.62,Premium,J,SI1,62.0,60.0,8183,7.52,7.44,4.64 +29747,0.43,Ideal,J,SI1,61.9,54.0,708,4.88,4.84,3.01 +49864,0.71,Premium,I,SI1,60.2,58.0,2173,5.83,5.76,3.49 +50210,0.78,Very Good,I,SI1,63.1,56.0,2228,5.88,5.82,3.69 +47490,0.72,Ideal,J,SI1,62.3,56.0,1864,5.75,5.78,3.59 +24972,1.73,Ideal,I,VS2,61.0,56.0,13465,7.72,7.79,4.73 +35769,0.4,Ideal,E,VS2,61.1,56.0,912,4.75,4.77,2.91 +38770,0.31,Premium,E,VVS2,60.8,55.0,1046,4.43,4.38,2.68 +22583,1.75,Very Good,I,SI1,62.8,59.0,10635,7.62,7.66,4.8 +27733,1.71,Ideal,G,VVS2,62.1,55.0,18768,7.66,7.63,4.75 +41732,0.41,Ideal,E,VVS2,61.5,55.0,1243,4.83,4.79,2.96 +12379,0.36,Ideal,J,SI1,61.6,56.0,597,4.61,4.58,2.83 +17773,1.42,Ideal,I,SI1,61.9,57.0,7157,7.23,7.15,4.45 +16988,1.02,Very Good,F,VS1,61.3,59.0,6785,6.45,6.51,3.97 +52789,0.58,Very Good,E,VVS1,59.4,63.0,2568,5.42,5.32,3.19 +29030,0.31,Ideal,H,VVS1,61.6,55.0,687,4.37,4.4,2.7 +46861,0.51,Good,G,VVS2,58.1,62.0,1813,5.24,5.3,3.06 +7735,0.38,Ideal,D,SI1,62.3,57.0,581,4.6,4.65,2.88 +49862,0.57,Premium,H,VVS1,61.6,58.0,2172,5.39,5.35,3.31 +36489,0.3,Ideal,E,IF,62.0,54.0,943,4.31,4.34,2.68 +42427,0.51,Good,F,SI1,63.8,56.0,1312,5.08,5.04,3.23 +11399,0.34,Premium,H,VS1,60.6,60.0,596,4.45,4.49,2.71 +24541,2.01,Very Good,H,SI2,63.4,56.0,12829,8.09,7.99,5.1 +10410,0.31,Premium,G,SI1,61.7,55.0,593,4.38,4.37,2.7 +38708,0.35,Ideal,G,IF,61.8,56.0,1041,4.57,4.52,2.81 +41426,0.51,Very Good,H,SI1,63.4,57.0,1227,5.09,5.06,3.22 +14421,1.2,Premium,H,SI1,60.8,60.0,5822,6.87,6.79,4.15 +18463,1.03,Very Good,G,VS1,61.3,56.1,7511,6.5,6.52,3.99 +37934,0.26,Very Good,G,VVS2,62.3,56.0,486,4.07,4.09,2.54 +29504,0.32,Premium,E,VS2,61.3,59.0,702,4.35,4.39,2.68 +45290,0.51,Premium,E,VS2,59.3,58.0,1662,5.23,5.2,3.09 +11508,1.01,Ideal,I,SI1,62.5,56.0,5020,6.4,6.36,3.99 +33810,0.4,Premium,F,VS2,59.7,58.0,842,4.79,4.83,2.87 +37837,0.33,Premium,D,VS2,60.7,58.0,1002,4.5,4.46,2.72 +51384,0.71,Very Good,G,SI1,63.4,58.0,2368,5.65,5.68,3.59 +16928,1.11,Ideal,I,VS1,61.2,57.0,6758,6.67,6.7,4.09 +43149,0.33,Ideal,F,IF,62.1,56.0,1389,4.41,4.44,2.75 +30495,0.31,Ideal,D,SI1,62.6,56.0,732,4.36,4.33,2.72 +50577,0.7,Very Good,H,VS1,60.3,63.0,2279,5.73,5.77,3.47 +45034,0.54,Premium,G,VS2,58.7,62.0,1637,5.36,5.34,3.14 +42022,0.52,Very Good,F,SI1,62.6,58.0,1267,5.11,5.14,3.21 +52896,0.72,Very Good,E,VS2,61.9,56.0,2585,5.75,5.79,3.57 +49624,0.3,Very Good,H,SI1,59.4,63.0,540,4.4,4.35,2.6 +28675,0.24,Ideal,E,VVS2,61.6,56.0,678,4.01,4.04,2.48 +36942,0.34,Very Good,F,SI2,60.6,58.0,478,4.55,4.57,2.76 +6367,0.32,Very Good,H,SI1,63.1,54.0,576,4.42,4.36,2.77 +33401,0.36,Ideal,E,VS1,62.0,55.0,828,4.58,4.6,2.85 +50035,0.71,Premium,F,SI1,60.9,59.0,2198,5.74,5.69,3.48 +4181,0.83,Premium,D,SI1,59.7,59.0,3556,6.14,6.12,3.66 +14193,1.08,Premium,D,SI1,62.6,56.0,5758,6.62,6.57,4.13 +49225,0.58,Very Good,E,VS1,62.9,54.0,2082,5.31,5.34,3.35 +2673,0.71,Ideal,E,VS1,60.4,56.0,3238,5.8,5.85,3.52 +8450,1.01,Premium,H,SI2,60.3,60.0,4412,6.49,6.45,3.9 +32259,0.3,Ideal,H,IF,60.8,56.0,789,4.35,4.37,2.65 +16183,1.25,Ideal,E,SI1,61.1,57.0,6468,6.93,6.89,4.22 +18895,1.14,Ideal,G,VS1,60.9,57.0,7750,6.7,6.82,4.12 +2870,0.83,Very Good,H,VS2,59.4,59.0,3276,6.08,6.11,3.62 +43231,0.4,Ideal,E,VVS1,62.4,57.0,1397,4.72,4.67,2.93 +45267,0.54,Very Good,D,SI1,62.9,57.0,1662,5.17,5.22,3.27 +13149,1.01,Ideal,G,VS2,61.7,57.0,5439,6.44,6.49,3.99 +46084,0.6,Premium,E,SI1,61.9,58.0,1738,5.39,5.43,3.35 +33296,0.31,Premium,D,SI2,60.1,60.0,462,4.38,4.41,2.64 +37232,0.4,Premium,E,VS2,60.7,60.0,975,4.75,4.7,2.87 +43201,0.53,Good,G,VS2,63.4,58.0,1395,5.13,5.16,3.26 +33168,0.38,Ideal,G,VS1,62.3,55.0,817,4.63,4.68,2.9 +53378,0.71,Ideal,I,SI1,61.9,56.0,2660,5.71,5.74,3.54 +11993,1.14,Ideal,H,SI1,61.6,57.0,5146,6.68,6.73,4.13 +43930,0.3,Ideal,I,VVS2,62.6,56.0,515,4.26,4.3,2.68 +49336,0.57,Ideal,G,VVS2,60.7,55.0,2095,5.34,5.36,3.25 +17665,1.03,Ideal,G,VS1,62.0,57.0,7119,6.45,6.48,4.0 +38535,0.34,Ideal,D,VS2,60.8,57.0,1033,4.52,4.5,2.74 +20652,1.25,Very Good,G,VS2,62.2,57.0,8941,6.84,6.88,4.27 +17554,1.13,Ideal,D,SI1,61.4,56.0,7066,6.69,6.74,4.12 +17572,1.06,Ideal,F,VS2,61.0,57.0,7075,6.57,6.6,4.02 +4623,0.91,Ideal,E,SI1,60.7,56.0,3665,6.26,6.22,3.79 +1932,0.72,Very Good,E,SI2,61.0,59.0,3084,5.73,5.78,3.51 +34681,0.36,Ideal,E,VVS2,62.1,56.0,873,4.53,4.58,2.83 +41735,0.41,Premium,E,VVS2,61.8,59.0,1243,4.78,4.74,2.94 +17215,1.01,Premium,G,VS1,60.9,58.0,6882,6.47,6.43,3.93 +4152,1.01,Fair,H,SI1,66.4,57.0,3546,6.12,6.08,4.05 +23276,1.5,Ideal,H,VS1,62.3,54.7,11296,7.29,7.33,4.55 +44348,0.56,Ideal,E,SI1,62.7,57.0,1580,5.23,5.27,3.29 +23385,0.36,Ideal,E,SI1,61.4,57.0,631,4.56,4.59,2.81 +29947,0.25,Ideal,H,VS1,61.5,56.0,445,4.05,4.08,2.5 +37042,0.34,Ideal,F,VVS1,61.4,57.0,967,4.5,4.53,2.77 +12648,1.01,Premium,H,VS1,62.7,58.0,5294,6.39,6.37,4.0 +4265,0.9,Very Good,G,SI2,60.9,56.0,3581,6.18,6.24,3.78 +24744,1.91,Premium,I,SI1,59.6,60.0,13092,8.02,7.98,4.77 +3400,0.3,Very Good,I,VS1,61.8,63.0,567,4.29,4.26,2.64 +3624,0.73,Ideal,E,VS2,61.6,56.0,3429,5.8,5.82,3.58 +19722,1.21,Premium,G,VS2,60.3,60.0,8294,6.89,6.83,4.14 +53223,0.74,Very Good,E,VS2,61.4,63.0,2638,5.79,5.77,3.55 +52480,0.73,Ideal,I,VVS2,62.3,55.0,2519,5.77,5.76,3.59 +37926,0.32,Ideal,I,VS2,60.6,56.0,485,4.42,4.46,2.69 +26780,2.01,Premium,I,VS2,60.5,60.0,16626,8.15,8.17,4.94 +45352,0.59,Ideal,E,SI1,62.0,55.0,1664,5.37,5.4,3.34 +17314,1.19,Good,E,VS2,57.4,60.0,6937,6.9,7.0,3.99 +24250,1.58,Very Good,H,VVS2,60.9,58.0,12459,7.56,7.65,4.63 +29735,0.4,Very Good,D,SI1,60.0,56.0,708,4.82,4.85,2.9 +7093,1.01,Premium,I,SI1,61.8,59.0,4166,6.37,6.44,3.96 +28026,0.3,Ideal,E,VS2,62.4,57.0,658,4.29,4.33,2.69 +45095,0.6,Premium,G,SI1,61.8,60.0,1646,5.38,5.37,3.32 +37657,0.42,Ideal,F,SI1,60.9,55.0,992,4.88,4.84,2.96 +45852,0.55,Ideal,F,VS2,61.4,56.0,1715,5.28,5.31,3.25 +14309,1.04,Ideal,F,SI1,60.9,56.0,5795,6.61,6.56,4.01 +24928,1.68,Ideal,H,SI1,61.9,56.0,13375,7.63,7.72,4.75 +47362,0.54,Ideal,H,VVS1,61.8,55.0,1846,5.21,5.24,3.23 +41575,0.55,Ideal,I,VS1,62.2,55.0,1238,5.26,5.29,3.28 +217,0.77,Ideal,H,SI1,62.2,56.0,2781,5.83,5.88,3.64 +34517,0.33,Ideal,H,IF,61.9,55.0,868,4.42,4.44,2.74 +41779,0.35,Premium,D,VVS1,60.8,58.0,1247,4.55,4.53,2.76 +52590,0.96,Fair,G,SI2,66.8,61.0,2539,6.15,6.04,4.07 +37666,0.42,Ideal,E,SI1,61.5,55.0,992,4.9,4.82,2.99 +48079,0.6,Ideal,G,VS2,61.1,55.0,1930,5.46,5.48,3.34 +1666,0.72,Premium,E,VS2,62.5,59.0,3024,5.73,5.7,3.57 +12543,1.3,Good,J,VS2,63.6,59.0,5269,6.9,6.87,4.38 +11019,1.0,Good,E,SI1,60.4,61.0,4916,6.37,6.44,3.87 +41078,0.41,Premium,F,VVS2,61.0,59.0,1192,4.83,4.77,2.93 +43712,0.59,Ideal,G,SI1,61.5,57.0,1437,5.36,5.4,3.31 +38785,0.31,Premium,H,IF,61.7,58.0,1046,4.36,4.33,2.68 +43724,0.51,Very Good,G,VS2,62.9,57.0,1438,5.06,5.12,3.2 +4369,0.79,Ideal,D,SI1,61.2,57.0,3605,5.94,5.98,3.65 +47499,0.47,Ideal,H,IF,61.9,56.0,1865,4.99,5.02,3.1 +21910,1.51,Very Good,I,VS1,60.7,60.0,9979,7.43,7.49,4.53 +38565,0.5,Ideal,H,SI1,61.8,56.0,1035,5.1,5.12,3.16 +4126,0.64,Very Good,E,VVS2,61.8,59.0,3541,5.51,5.53,3.41 +38591,0.57,Very Good,J,SI1,60.6,61.0,1037,5.36,5.4,3.26 +38641,0.42,Premium,E,VS1,62.3,57.0,1040,4.83,4.8,3.0 +42333,0.45,Ideal,G,VVS1,61.7,56.0,1297,4.93,4.96,3.05 +32595,0.3,Ideal,F,VVS1,62.4,54.0,802,4.31,4.35,2.7 +34779,0.41,Ideal,D,SI2,62.7,55.0,876,4.75,4.72,2.97 +50629,0.23,Very Good,D,VS2,61.6,58.0,402,3.96,3.99,2.45 +9380,0.32,Ideal,I,VVS1,61.7,55.0,589,4.39,4.4,2.71 +2636,0.71,Ideal,H,VS1,61.7,55.0,3229,5.73,5.75,3.54 +16115,1.01,Premium,G,VS1,62.7,56.0,6441,6.46,6.36,4.02 +12059,0.26,Very Good,F,VVS2,59.9,59.0,597,4.12,4.2,2.49 +28103,0.31,Ideal,F,SI1,62.3,56.0,663,4.35,4.32,2.7 +34296,0.3,Ideal,D,VS2,60.9,57.0,857,4.34,4.36,2.65 +35926,0.43,Ideal,E,SI2,61.9,57.0,919,4.86,4.83,3.0 +4286,1.0,Premium,F,SI2,60.2,58.0,3584,6.47,6.42,3.88 +1356,0.7,Fair,E,VS1,64.5,57.0,2964,5.59,5.55,3.59 +3452,1.1,Premium,H,SI2,59.2,59.0,3388,6.8,6.74,4.01 +49243,0.51,Ideal,E,VS2,61.6,55.0,2085,5.16,5.19,3.19 +30262,0.4,Ideal,H,VS2,61.4,55.0,725,4.76,4.78,2.93 +20041,0.42,Ideal,H,SI2,62.0,54.0,625,4.83,4.85,3.0 +44950,0.5,Good,D,VS2,63.4,57.0,1635,5.04,5.09,3.21 +30601,0.3,Very Good,D,SI2,62.9,58.0,447,4.26,4.29,2.69 +43428,0.53,Very Good,D,SI1,59.1,59.0,1415,5.27,5.33,3.13 +51988,0.25,Very Good,E,VVS2,62.2,58.0,548,4.03,4.11,2.53 +16864,1.06,Ideal,G,VS2,61.9,55.0,6728,6.54,6.57,4.06 +48592,0.71,Fair,G,SI2,65.6,61.0,1994,5.46,5.37,3.55 +46241,0.53,Premium,F,VS2,61.9,58.0,1753,5.2,5.17,3.21 +1670,0.75,Premium,D,SI1,59.2,58.0,3024,5.96,5.93,3.52 +4121,0.91,Good,F,SI2,63.8,59.0,3539,6.04,6.09,3.87 +6466,0.94,Fair,F,SI1,56.8,67.0,4053,6.56,6.44,3.69 +32800,0.38,Ideal,E,VS2,62.0,54.2,805,4.66,4.68,2.89 +29881,0.3,Very Good,D,VS2,62.8,59.0,710,4.26,4.28,2.68 +345,0.8,Very Good,E,SI2,62.5,56.0,2804,5.88,5.96,3.7 +14350,1.14,Premium,H,VS1,62.0,62.0,5809,6.74,6.65,4.15 +20808,1.14,Ideal,G,VVS1,61.0,56.0,9037,6.75,6.8,4.13 +41481,0.52,Very Good,G,SI1,61.9,59.0,1232,5.08,5.13,3.16 +10068,0.32,Very Good,H,SI1,63.4,55.0,591,4.38,4.36,2.77 +7493,1.01,Ideal,F,SI2,60.6,57.0,4239,6.49,6.55,3.95 +4217,1.0,Premium,G,SI1,60.0,60.0,3568,6.47,6.42,3.87 +53027,0.61,Ideal,G,IF,61.8,52.0,2601,5.46,5.55,3.4 +30049,0.41,Premium,G,SI1,61.4,60.0,719,4.75,4.82,2.94 +22744,1.51,Good,H,VS2,64.2,58.5,10763,7.16,7.22,4.62 +22255,1.59,Very Good,I,VS2,61.1,58.6,10309,7.49,7.53,4.59 +31296,0.32,Ideal,D,VS2,62.2,56.0,758,4.38,4.4,2.73 +28343,0.33,Good,F,VS2,63.2,56.0,666,4.39,4.41,2.78 +33829,0.32,Ideal,E,VVS2,61.9,54.0,843,4.41,4.44,2.74 +13360,0.24,Very Good,F,VS2,61.4,58.0,419,3.99,4.05,2.47 +3987,1.02,Premium,J,VS2,61.6,58.0,3513,6.4,6.35,3.93 +3118,0.9,Very Good,H,SI2,62.0,58.0,3324,6.11,6.12,3.79 +26477,2.13,Good,H,SI2,59.2,58.0,16062,8.35,8.41,4.96 +33033,0.32,Ideal,G,VVS1,61.4,57.0,814,4.39,4.41,2.7 +24205,2.01,Very Good,J,SI1,60.3,58.0,12392,8.11,8.17,4.91 +49379,0.73,Very Good,J,VS2,62.7,57.0,2101,5.71,5.74,3.59 +9076,1.0,Good,D,SI2,62.8,61.0,4520,6.31,6.36,3.98 +3022,0.9,Very Good,I,SI1,62.3,56.0,3308,6.12,6.18,3.83 +31765,0.35,Ideal,H,VVS1,61.6,55.0,773,4.55,4.57,2.81 +14579,1.21,Very Good,E,SI1,61.0,60.0,5885,6.83,6.88,4.18 +49135,0.56,Ideal,D,VS2,61.9,57.0,2066,5.3,5.26,3.27 +49661,0.71,Very Good,I,SI1,58.9,59.0,2141,5.78,5.84,3.42 +46097,0.71,Very Good,G,SI2,63.4,56.0,1740,5.71,5.6,3.59 +13334,1.04,Premium,F,SI1,61.5,59.0,5504,6.54,6.46,4.0 +634,0.52,Ideal,F,VVS1,61.2,56.0,2841,5.19,5.21,3.18 +23075,1.52,Premium,H,VS2,59.4,59.0,11105,7.45,7.49,4.44 +52271,0.76,Premium,F,SI2,62.7,55.0,2491,5.83,5.74,3.63 +52323,0.8,Ideal,F,SI2,62.0,57.0,2495,5.96,5.98,3.7 +7009,0.9,Very Good,H,VS2,62.2,58.0,4157,6.11,6.18,3.82 +51672,0.72,Ideal,E,SI2,61.9,55.0,2398,5.76,5.78,3.57 +17367,1.73,Premium,H,SI2,60.5,60.0,6968,7.79,7.71,4.69 +21716,0.28,Very Good,F,VVS2,60.2,58.0,628,4.26,4.28,2.57 +6797,0.9,Very Good,G,VS1,61.5,56.0,4116,6.15,6.2,3.8 +37076,0.41,Premium,F,SI1,61.8,58.0,969,4.76,4.75,2.94 +45301,0.31,Very Good,G,SI2,63.2,55.0,523,4.33,4.31,2.73 +39883,0.42,Ideal,G,VVS2,62.6,55.0,1103,4.78,4.77,2.99 +37942,0.27,Premium,H,VVS2,60.7,59.0,486,4.19,4.21,2.55 +9120,0.93,Very Good,F,SI1,61.1,58.0,4534,6.26,6.3,3.84 +45887,0.61,Premium,H,VS2,62.8,59.0,1719,5.44,5.3,3.37 +27941,0.23,Very Good,H,VVS2,62.6,56.0,431,3.92,3.95,2.46 +31214,0.32,Premium,D,SI1,60.9,60.0,756,4.41,4.39,2.68 +38542,0.34,Premium,D,VS2,62.1,58.0,1033,4.5,4.45,2.78 +51784,0.81,Fair,I,VS2,64.6,59.0,2414,5.83,5.78,3.75 +39443,0.52,Premium,G,SI2,58.4,62.0,1076,5.33,5.28,3.1 +36663,0.31,Ideal,D,VVS1,62.3,54.0,949,4.36,4.4,2.73 +44464,0.52,Ideal,H,VS2,61.5,55.0,1593,5.18,5.22,3.2 +30870,0.33,Premium,G,VS2,62.1,56.0,743,4.44,4.41,2.75 +41774,0.55,Premium,H,SI2,62.4,56.0,1246,5.23,5.2,3.25 +32471,0.45,Fair,F,SI1,57.9,66.0,794,5.08,4.98,2.91 +16700,0.3,Good,H,SI1,63.7,56.0,421,4.2,4.22,2.68 +44835,0.52,Premium,E,SI1,61.8,60.0,1624,5.18,5.15,3.19 +5609,1.1,Ideal,E,I1,61.9,56.0,3872,6.59,6.63,4.09 +23196,2.0,Fair,H,SI2,55.3,65.0,11202,8.42,8.35,4.64 +46859,0.5,Very Good,G,VVS2,61.4,57.0,1813,5.1,5.16,3.15 +53932,0.71,Premium,F,SI1,59.8,62.0,2756,5.74,5.73,3.43 +11356,1.23,Good,J,SI2,63.2,57.5,4992,6.74,6.82,4.29 +33282,0.31,Premium,G,SI1,62.1,58.0,462,4.33,4.36,2.7 +20676,1.01,Good,F,VVS2,61.1,65.0,8956,6.38,6.42,3.91 +43570,0.41,Ideal,G,IF,61.7,56.0,1431,4.8,4.77,2.95 +11320,1.23,Premium,J,VS2,62.9,59.0,4986,6.85,6.8,4.29 +26752,2.24,Very Good,I,SI2,61.7,57.7,16558,8.37,8.43,5.18 +37539,0.4,Very Good,E,VVS2,61.4,56.0,988,4.74,4.81,2.93 +23827,2.0,Premium,J,SI2,61.9,55.0,11899,8.09,8.06,5.0 +37525,0.39,Ideal,F,VVS2,61.2,56.0,987,4.7,4.75,2.89 +49417,0.6,Premium,D,SI1,62.8,61.0,2106,5.41,5.33,3.37 +17312,1.28,Premium,D,SI2,61.2,58.0,6936,7.09,6.96,4.3 +52990,0.72,Ideal,H,VS2,61.7,57.0,2594,5.74,5.77,3.55 +52706,0.8,Premium,H,SI1,62.5,55.0,2553,5.97,5.93,3.72 +34906,0.34,Premium,F,VS2,61.2,59.0,880,4.53,4.49,2.76 +5376,0.34,Premium,J,VS1,61.7,58.0,574,4.47,4.41,2.74 +49345,0.71,Very Good,H,SI1,62.5,60.0,2096,5.68,5.75,3.57 +29280,0.31,Premium,I,VVS2,62.2,57.0,698,4.37,4.34,2.71 +45402,0.55,Ideal,H,VVS2,60.7,55.0,1668,5.32,5.34,3.24 +18434,1.3,Premium,H,SI1,59.9,59.0,7498,7.18,7.12,4.28 +25773,2.18,Very Good,I,SI2,61.4,59.5,14735,8.31,8.37,5.12 +39906,0.56,Premium,G,SI2,59.6,58.0,1103,5.42,5.35,3.21 +40648,0.5,Very Good,E,SI2,62.4,57.0,1154,5.03,5.07,3.15 +23125,1.55,Premium,H,VS2,60.4,60.0,11149,7.44,7.39,4.48 +2763,0.71,Ideal,G,VS1,61.0,56.0,3251,5.77,5.8,3.53 +96,0.7,Good,E,VS2,57.5,58.0,2759,5.85,5.9,3.38 +8701,0.3,Very Good,G,VS1,60.8,56.0,585,4.35,4.37,2.65 +22299,1.23,Ideal,F,VS2,62.4,54.0,10342,6.84,6.87,4.28 +33843,0.3,Ideal,G,IF,62.2,55.0,844,4.3,4.32,2.68 +17197,2.72,Fair,J,I1,68.2,56.0,6870,8.46,8.43,5.76 +41854,0.39,Good,D,VVS2,63.6,60.2,1255,4.58,4.62,2.93 +17908,1.07,Premium,F,VS1,62.4,58.0,7232,6.52,6.49,4.06 +48891,0.57,Ideal,G,VVS2,61.9,56.0,2039,5.29,5.3,3.28 +29329,0.31,Premium,H,VS1,61.8,61.0,698,4.36,4.32,2.68 +6132,0.93,Ideal,H,SI1,61.6,54.0,3985,6.29,6.33,3.89 +2889,0.82,Very Good,E,SI1,63.1,58.0,3282,5.95,6.0,3.77 +31016,0.31,Very Good,E,VVS2,62.4,56.0,749,4.32,4.35,2.7 +213,0.71,Ideal,F,VS2,62.1,54.0,2780,5.68,5.72,3.54 +33408,0.28,Ideal,E,VVS2,60.3,57.0,828,4.25,4.21,2.55 +30243,0.33,Ideal,F,VS1,61.2,56.0,723,4.46,4.49,2.74 +39841,0.5,Good,E,SI2,58.2,59.0,1098,5.24,5.27,3.06 +3083,1.02,Premium,H,SI2,58.3,59.0,3313,6.61,6.57,3.84 +15968,1.0,Good,F,VS1,64.2,60.0,6389,6.18,6.28,4.0 +24557,2.03,Premium,I,SI1,59.8,59.0,12844,8.29,8.24,4.94 +19345,1.5,Fair,H,VS1,64.8,55.0,8044,7.25,7.2,4.68 +22770,1.61,Good,E,SI2,60.9,62.0,10793,7.46,7.57,4.58 +46364,0.57,Premium,F,VS2,62.0,54.0,1760,5.34,5.31,3.3 +50650,0.31,Premium,E,VS2,60.5,60.0,544,4.34,4.39,2.64 +5116,0.79,Ideal,G,VVS2,62.1,56.0,3760,5.89,5.93,3.67 +8656,1.02,Premium,H,SI2,62.7,59.0,4455,6.41,6.34,4.0 +33297,0.31,Good,G,SI1,63.2,54.0,462,4.31,4.33,2.73 +36938,0.23,Very Good,E,VVS1,60.2,59.0,478,3.97,4.01,2.4 +32717,0.31,Premium,F,VS2,61.4,62.0,802,4.34,4.32,2.66 +28263,0.25,Ideal,H,SI1,62.8,54.0,357,4.05,4.07,2.55 +29512,0.4,Very Good,G,SI1,61.6,59.0,702,4.66,4.72,2.89 +30179,0.35,Good,G,VS1,58.6,60.5,721,4.62,4.68,2.72 +47151,0.72,Ideal,J,VS1,62.3,55.0,1832,5.77,5.69,3.57 +27727,2.36,Premium,H,SI2,59.4,58.0,18745,8.69,8.75,5.18 +25593,1.54,Very Good,G,VS1,63.4,57.0,14433,7.28,7.36,4.64 +36005,0.37,Ideal,E,VS1,63.3,54.0,921,4.59,4.63,2.91 +31965,0.26,Ideal,F,VS1,60.9,57.0,452,4.11,4.13,2.51 +52822,0.75,Very Good,F,SI1,62.3,58.0,2573,5.8,5.86,3.63 +22853,2.01,Fair,G,SI2,65.9,57.0,10887,7.85,7.78,5.15 +30862,0.33,Ideal,G,VS2,61.6,55.0,743,4.46,4.43,2.74 +4846,0.79,Ideal,I,VS2,60.9,56.0,3710,5.97,5.99,3.64 +30048,0.41,Premium,G,SI1,62.7,58.0,719,4.7,4.74,2.96 +21781,1.57,Premium,I,VS2,62.6,58.0,9847,7.4,7.36,4.62 +24414,2.0,Good,G,SI2,64.3,56.0,12654,7.93,7.89,5.09 +11934,1.09,Ideal,E,SI2,61.6,55.0,5127,6.64,6.6,4.08 +50492,0.7,Premium,G,SI2,58.5,60.0,2268,5.85,5.81,3.41 +28668,0.39,Ideal,E,SI1,60.6,57.0,677,4.75,4.79,2.89 +12768,1.14,Premium,G,SI1,62.2,58.0,5326,6.64,6.7,4.15 +5002,1.09,Very Good,D,SI2,63.4,59.0,3742,6.59,6.54,4.16 +32282,0.26,Very Good,F,VS1,60.5,59.0,453,4.12,4.18,2.51 +29216,0.31,Ideal,F,VS1,60.7,56.0,695,4.37,4.39,2.66 +25157,1.4,Premium,D,VS1,62.8,58.0,13730,7.17,7.07,4.47 +10685,1.0,Very Good,G,SI1,62.6,59.0,4844,6.29,6.33,3.95 +29907,0.41,Ideal,F,SI1,61.8,55.0,711,4.75,4.8,2.95 +36679,0.52,Ideal,I,SI1,61.8,54.0,950,5.17,5.19,3.2 +14583,1.13,Premium,H,VS2,62.4,58.0,5885,6.66,6.61,4.14 +18196,1.09,Ideal,F,VS2,60.9,54.0,7385,6.66,6.73,4.08 +12656,1.11,Ideal,G,SI2,61.7,57.0,5299,6.65,6.69,4.12 +51202,0.72,Ideal,I,SI1,61.3,56.0,2351,5.78,5.81,3.55 +42488,0.55,Ideal,H,SI1,62.1,56.0,1319,5.2,5.26,3.25 +9562,1.1,Premium,E,SI2,60.9,60.0,4622,6.66,6.61,4.04 +32002,0.42,Very Good,I,VS1,62.1,57.0,777,4.78,4.8,2.98 +50310,0.31,Very Good,E,SI1,59.1,59.0,544,4.42,4.44,2.62 +9993,1.0,Premium,F,SI1,60.3,61.0,4704,6.43,6.38,3.86 +35638,0.24,Very Good,D,SI1,63.1,55.0,475,3.95,4.01,2.51 +21121,1.51,Very Good,I,SI1,61.6,58.0,9283,7.35,7.3,4.51 +44662,0.35,Good,G,SI1,63.4,56.0,522,4.46,4.5,2.84 +53334,0.81,Very Good,I,VS1,63.2,59.0,2655,5.9,5.84,3.71 +44428,0.61,Premium,H,SI1,61.2,58.0,1588,5.45,5.43,3.33 +11408,1.01,Very Good,I,SI2,63.4,57.0,5000,6.3,6.39,4.02 +9437,1.0,Premium,I,SI1,59.6,58.0,4592,6.55,6.5,3.89 +41164,0.52,Very Good,E,SI2,62.9,56.0,1200,5.08,5.12,3.21 +32397,0.31,Ideal,E,VVS2,61.3,55.0,791,4.35,4.39,2.68 +50772,0.71,Good,F,SI1,57.9,53.0,2300,5.84,5.8,3.37 +47397,0.54,Premium,D,VS1,60.5,58.0,1847,5.27,5.21,3.17 +3010,1.0,Fair,G,SI1,65.8,55.0,3304,6.22,6.19,4.08 +15837,1.01,Premium,E,VS2,62.9,58.0,6335,6.47,6.37,4.04 +40470,0.38,Ideal,D,VS1,62.0,55.0,1140,4.68,4.64,2.89 +34716,0.37,Premium,D,SI1,61.9,59.0,874,4.65,4.62,2.87 +52763,0.75,Ideal,I,VS1,59.9,57.0,2562,5.96,5.9,3.56 +17884,1.36,Ideal,I,SI1,62.0,56.0,7218,7.08,7.11,4.4 +20463,2.74,Fair,J,I1,64.9,61.0,8807,8.76,8.66,5.65 +28625,0.33,Ideal,H,SI2,61.3,55.0,433,4.48,4.49,2.75 +10080,0.33,Ideal,H,VS1,62.2,53.3,592,4.45,4.48,2.77 +17470,1.0,Good,G,VVS1,63.8,60.0,7007,6.31,6.35,4.04 +13811,1.06,Very Good,H,VS1,61.9,58.0,5627,6.57,6.49,4.04 +33291,0.31,Very Good,D,SI2,62.5,55.0,462,4.3,4.34,2.7 +4885,1.01,Premium,F,SI2,60.0,60.0,3717,6.46,6.4,3.86 +23570,1.63,Premium,G,SI1,59.9,60.0,11578,7.64,7.61,4.57 +23131,1.5,Premium,F,SI1,62.8,56.0,11154,7.36,7.3,4.6 +33243,0.41,Ideal,E,SI1,61.2,55.0,824,4.8,4.84,2.95 +28600,0.3,Ideal,G,VS2,62.2,57.0,675,4.32,4.26,2.67 +12704,0.26,Ideal,E,VVS1,62.0,56.0,599,4.09,4.13,2.55 +12687,1.66,Premium,I,SI2,60.0,59.0,5310,7.63,7.56,4.56 +10842,1.16,Premium,H,SI2,61.8,58.0,4872,6.81,6.75,4.19 +29824,0.3,Premium,D,SI1,61.3,60.0,709,4.32,4.26,2.63 +38055,0.4,Ideal,F,VVS2,62.2,55.0,1012,4.75,4.77,2.96 +29088,0.34,Ideal,H,VS2,60.5,56.0,689,4.58,4.54,2.76 +43342,0.51,Premium,F,SI1,59.4,60.0,1406,5.21,5.19,3.09 +27484,2.2,Ideal,G,SI2,62.0,57.0,18168,8.31,8.27,5.14 +49179,0.64,Premium,D,SI1,62.3,58.0,2074,5.53,5.49,3.43 +49910,0.71,Premium,G,SI1,58.9,62.0,2181,5.85,5.79,3.43 +16853,1.0,Ideal,E,VS2,62.1,56.0,6720,6.42,6.39,3.98 +1928,0.92,Premium,F,SI2,62.1,60.0,3083,6.21,6.26,3.87 +24824,1.51,Ideal,G,VS2,59.8,57.0,13214,7.48,7.53,4.48 +12686,1.2,Good,G,SI2,62.1,60.0,5310,6.72,6.78,4.19 +27161,2.01,Ideal,H,SI1,61.6,57.0,17403,8.1,8.04,4.97 +4531,1.02,Good,J,SI2,62.2,61.0,3639,6.41,6.48,4.01 +32200,0.35,Premium,E,SI1,60.7,59.0,788,4.57,4.52,2.76 +34945,0.24,Good,E,VS2,63.0,59.0,378,3.96,4.01,2.51 +17935,1.48,Very Good,H,SI2,62.3,58.0,7244,7.18,7.23,4.49 +27801,0.37,Premium,H,VS1,60.9,60.0,649,4.6,4.63,2.81 +38772,0.31,Premium,E,VVS2,61.4,58.0,1046,4.36,4.33,2.67 +24279,2.22,Fair,G,SI2,64.4,58.0,12508,8.32,8.15,5.3 +44830,0.51,Good,E,SI1,64.3,54.0,1624,5.1,5.07,3.27 +52943,0.7,Very Good,F,VS2,62.3,61.0,2593,5.55,5.62,3.48 +1346,0.63,Ideal,D,VVS2,62.6,56.0,2962,5.47,5.49,3.43 +6157,1.25,Fair,H,SI2,64.4,58.0,3990,6.82,6.71,4.36 +47743,0.5,Very Good,F,VVS2,61.2,57.0,1891,5.1,5.13,3.13 +28997,0.34,Ideal,F,VS2,62.1,56.0,686,4.47,4.51,2.79 +7177,1.01,Very Good,H,SI2,58.9,60.0,4185,6.62,6.58,3.89 +40928,0.3,Ideal,E,SI1,62.4,57.0,499,4.27,4.29,2.67 +48090,0.52,Ideal,G,VVS2,62.1,57.0,1932,5.15,5.13,3.19 +11989,1.06,Ideal,H,SI1,62.2,57.0,5143,6.56,6.49,4.06 +7947,1.07,Premium,F,SI2,58.2,58.0,4319,6.79,6.72,3.93 +43015,0.55,Very Good,F,SI1,60.5,59.0,1370,5.29,5.35,3.22 +1253,0.79,Ideal,E,SI1,62.3,55.0,2946,5.9,5.94,3.69 +15610,1.54,Good,E,I1,63.3,60.0,6261,7.26,7.3,4.61 +30240,0.33,Ideal,E,VS2,62.3,57.0,723,4.37,4.43,2.74 +6261,0.9,Ideal,I,VVS2,61.9,55.0,4011,6.21,6.23,3.85 +12712,0.26,Ideal,D,VVS2,61.4,56.0,599,4.12,4.15,2.54 +53472,0.76,Ideal,E,SI2,61.5,55.0,2680,5.88,5.93,3.63 +30850,0.33,Premium,H,VS1,61.5,58.0,743,4.46,4.39,2.72 +1339,0.73,Premium,F,VS1,62.7,56.0,2961,5.75,5.73,3.6 +29456,0.32,Ideal,E,VS2,60.8,55.0,702,4.42,4.49,2.71 +45988,0.3,Good,H,VS1,63.3,56.0,526,4.26,4.3,2.71 +19708,0.28,Good,E,VS2,63.7,60.0,625,4.23,4.18,2.68 +42049,0.41,Ideal,H,VS1,61.1,56.0,1269,4.83,4.86,2.96 +24192,1.6,Very Good,H,VS1,61.2,58.6,12378,7.48,7.63,4.62 +33743,0.31,Ideal,F,VVS1,61.6,55.0,840,4.36,4.4,2.7 +32260,0.3,Ideal,E,VVS2,61.7,57.0,789,4.31,4.34,2.67 +41593,0.24,Very Good,G,VS1,61.2,56.0,391,4.0,4.03,2.46 +7186,1.15,Ideal,H,SI2,62.2,57.0,4186,6.68,6.63,4.14 +36484,0.32,Ideal,F,IF,61.3,57.0,943,4.42,4.46,2.72 +33471,0.32,Ideal,F,VS2,60.3,55.0,828,4.45,4.4,2.67 +31610,0.23,Very Good,G,VS2,62.8,53.0,369,3.91,3.93,2.46 +43534,0.53,Ideal,H,VS2,61.5,56.0,1427,5.21,5.26,3.22 +27902,0.4,Very Good,G,SI1,59.6,61.0,655,4.74,4.76,2.83 +26087,2.08,Premium,I,SI2,61.2,58.0,15321,8.24,8.16,5.02 +2998,0.9,Good,G,SI2,63.4,59.0,3303,6.04,6.08,3.84 +1767,0.7,Good,G,VVS2,61.1,61.0,3046,5.67,5.69,3.47 +1397,0.24,Ideal,G,IF,61.8,55.0,559,3.99,4.02,2.47 +53315,0.71,Ideal,G,SI1,62.1,56.0,2650,5.69,5.74,3.55 +15986,1.22,Ideal,H,SI2,62.3,57.0,6398,6.84,6.89,4.28 +43881,0.59,Very Good,F,SI1,62.4,59.0,1452,5.33,5.37,3.34 +27701,0.32,Ideal,F,SI1,61.0,55.0,648,4.45,4.47,2.72 +30610,0.3,Very Good,G,SI1,62.8,56.0,447,4.28,4.32,2.7 +19726,1.09,Ideal,G,VS1,60.4,58.0,8296,6.67,6.7,4.04 +4902,0.72,Ideal,D,SI1,61.2,56.0,3722,5.77,5.79,3.54 +10756,1.01,Good,E,SI1,64.3,59.0,4853,6.34,6.31,4.07 +22486,1.04,Very Good,F,IF,59.8,56.0,10515,6.64,6.71,3.99 +32374,0.34,Ideal,E,VS1,61.6,55.0,790,4.5,4.52,2.78 +50903,0.65,Very Good,H,VVS1,61.6,58.0,2318,5.57,5.62,3.42 +52159,0.7,Very Good,G,VS1,59.3,62.0,2473,5.74,5.8,3.42 +17335,1.15,Premium,G,VS2,62.9,58.0,6955,6.7,6.62,4.19 +28446,0.31,Ideal,H,VVS1,61.2,58.0,671,4.35,4.38,2.67 +8227,1.0,Ideal,F,SI2,61.3,56.0,4372,6.43,6.46,3.95 +38208,0.43,Ideal,F,SI1,61.8,56.0,1016,4.87,4.84,3.0 +32675,0.31,Ideal,G,VS1,62.5,57.0,802,4.37,4.34,2.72 +46963,0.32,Good,F,SI1,61.6,60.1,528,4.38,4.4,2.71 +20477,1.52,Fair,H,SI1,61.2,60.0,8818,7.39,7.29,4.49 +14980,1.14,Premium,F,SI1,59.6,58.0,6033,6.8,6.78,4.05 +41491,0.5,Ideal,F,SI1,60.1,56.0,1232,5.19,5.22,3.13 +21842,1.04,Ideal,E,VVS2,61.0,57.0,9901,6.61,6.57,4.02 +21882,1.21,Ideal,G,VVS2,59.4,59.0,9954,6.92,7.01,4.14 +48397,0.64,Very Good,D,SI1,62.2,55.0,1967,5.51,5.55,3.44 +44536,0.5,Ideal,E,VS1,62.2,57.0,1603,5.1,5.13,3.18 +1202,0.7,Very Good,G,VVS2,61.8,60.0,2936,5.63,5.69,3.5 +17941,1.05,Ideal,G,VS1,61.5,55.0,7247,6.56,6.59,4.04 +6287,1.05,Premium,G,SI2,62.7,54.0,4018,6.51,6.48,4.07 +47513,0.6,Ideal,F,VS2,62.1,57.0,1866,5.39,5.37,3.34 +27551,2.5,Good,J,VS2,62.0,58.0,18325,8.63,8.6,5.34 +31121,0.34,Good,E,VS2,57.8,64.0,754,4.6,4.61,2.66 +24043,0.43,Very Good,F,SI2,58.3,62.0,633,4.91,4.97,2.88 +38573,0.4,Premium,H,VS1,62.6,58.0,1035,4.71,4.68,2.94 +25410,2.23,Premium,J,SI1,62.4,59.0,14129,8.33,8.36,5.21 +30174,0.38,Ideal,G,VS2,61.0,55.0,721,4.67,4.71,2.86 +745,0.33,Premium,J,VS1,62.8,58.0,557,4.41,4.38,2.76 +53218,0.72,Good,H,VS1,60.0,61.2,2637,5.74,5.83,3.47 +51620,0.72,Very Good,H,VS2,62.9,58.0,2396,5.7,5.75,3.6 +50550,0.7,Very Good,G,SI1,63.0,59.0,2276,5.64,5.67,3.56 +37643,0.48,Premium,H,SI1,61.9,58.0,990,5.04,5.01,3.11 +5409,1.0,Premium,H,VS2,59.8,56.0,3819,6.5,6.48,3.88 +33961,0.41,Very Good,I,VVS1,63.5,58.0,845,4.7,4.75,3.0 +34878,0.3,Ideal,G,VVS1,61.7,57.0,878,4.34,4.31,2.67 +30720,0.35,Fair,E,VVS2,66.2,58.0,738,4.41,4.35,2.9 +31855,0.3,Ideal,H,VVS2,61.3,57.0,776,4.33,4.31,2.65 +17269,1.05,Ideal,G,VS2,59.4,59.0,6914,6.62,6.65,3.94 +6668,0.92,Premium,D,SI2,62.4,60.0,4096,6.25,6.21,3.89 +25799,1.5,Premium,E,VS2,61.8,59.0,14790,7.31,7.38,4.54 +25491,2.18,Ideal,F,SI2,62.6,55.0,14277,8.27,8.22,5.16 +17279,1.29,Ideal,J,VVS1,61.2,56.0,6918,7.01,7.05,4.3 +7918,1.09,Ideal,I,SI2,60.3,57.0,4315,6.64,6.7,4.02 +4463,0.73,Ideal,E,VS1,61.2,57.0,3620,5.85,5.8,3.57 +34519,0.3,Ideal,F,VVS1,62.4,56.0,868,4.28,4.31,2.68 +42273,0.23,Very Good,E,VVS2,62.5,55.0,505,3.94,3.96,2.47 +15455,1.21,Very Good,H,VS2,62.9,57.0,6189,6.75,6.8,4.26 +22645,1.5,Ideal,H,VS2,62.2,57.0,10692,7.27,7.33,4.54 +12702,0.26,Ideal,F,VVS2,62.5,56.0,599,4.1,4.12,2.57 +32992,0.38,Premium,I,VS2,61.7,59.0,812,4.64,4.6,2.85 +25079,1.36,Premium,E,VVS2,59.8,59.0,13598,7.12,7.2,4.38 +26661,1.0,Ideal,D,IF,60.7,57.0,16469,6.44,6.48,3.92 +5332,0.84,Very Good,D,SI1,59.2,59.0,3809,6.18,6.21,3.67 +4367,0.9,Very Good,F,SI2,63.4,59.0,3605,6.07,6.11,3.86 +23741,1.54,Premium,F,SI1,60.9,59.0,11790,7.46,7.56,4.57 +17325,1.22,Ideal,H,VS2,61.4,57.0,6947,6.89,6.85,4.22 +48794,0.83,Premium,J,SI1,59.3,59.0,2022,6.17,6.1,3.64 +44155,0.58,Good,D,SI2,56.7,60.0,1563,5.59,5.53,3.15 +46559,0.51,Very Good,F,VS2,60.5,63.0,1781,5.17,5.11,3.11 +49978,0.29,Very Good,G,VVS2,60.2,59.0,541,4.27,4.3,2.58 +31259,0.32,Ideal,D,VS2,61.9,55.0,758,4.39,4.43,2.73 +11988,1.03,Ideal,G,SI1,60.3,58.0,5143,6.57,6.62,3.98 +16194,1.07,Ideal,G,VS2,62.2,57.0,6471,6.55,6.53,4.07 +36237,0.33,Premium,D,VS1,60.3,61.0,933,4.51,4.48,2.71 +3941,1.01,Ideal,H,SI2,61.6,56.0,3501,6.48,6.44,3.98 +5778,1.11,Very Good,J,SI1,62.0,58.0,3901,6.57,6.62,4.09 +9730,0.75,Very Good,D,VVS2,59.4,59.0,4656,5.88,5.94,3.51 +45559,0.5,Very Good,D,VS2,63.0,57.0,1688,5.03,5.06,3.18 +16675,1.2,Premium,H,VS2,62.8,59.0,6666,6.75,6.7,4.22 +21035,0.31,Ideal,G,VS1,61.3,56.0,625,4.36,4.38,2.68 +23767,1.53,Ideal,F,SI1,60.3,57.0,11820,7.52,7.45,4.51 +41716,0.47,Good,F,VS1,60.0,60.1,1243,5.04,5.06,3.03 +12822,1.21,Very Good,I,SI1,62.8,57.0,5346,6.73,6.8,4.25 +11776,1.02,Ideal,G,SI1,62.2,56.0,5082,6.44,6.46,4.01 +6802,0.92,Good,H,VS1,62.3,63.0,4116,6.18,6.3,3.88 +33679,0.3,Ideal,E,VVS2,61.4,55.0,837,4.32,4.34,2.66 +12158,0.91,Ideal,F,SI1,62.0,55.0,5176,6.21,6.24,3.86 +44074,0.59,Very Good,H,VS2,61.8,56.0,1552,5.37,5.41,3.33 +28219,0.33,Ideal,G,VS1,61.6,57.0,666,4.41,4.45,2.73 +41920,0.48,Good,G,VS1,57.8,60.9,1262,5.12,5.19,2.97 +47814,0.55,Ideal,G,VS1,61.5,56.7,1902,5.25,5.28,3.24 +19832,1.5,Premium,F,SI1,60.0,60.0,8400,7.48,7.42,4.47 +47691,0.57,Very Good,E,VS1,62.9,57.0,1883,5.27,5.29,3.32 +43973,0.27,Very Good,E,VS1,61.8,55.0,518,4.18,4.21,2.59 +20274,1.11,Ideal,E,VS2,62.1,53.0,8698,6.67,6.69,4.14 +21715,0.33,Very Good,E,VS2,61.9,58.0,627,4.42,4.47,2.75 +53707,0.81,Good,F,SI1,64.3,53.0,2718,5.91,5.97,3.81 +40209,0.31,Ideal,F,IF,62.3,57.0,1122,4.34,4.3,2.69 +32880,0.36,Premium,H,VS1,61.6,59.0,810,4.57,4.52,2.8 +33097,0.31,Ideal,F,VVS1,62.0,55.0,815,4.33,4.35,2.69 +23170,1.23,Ideal,G,VVS1,61.2,56.0,11182,6.94,6.9,4.23 +13156,1.01,Premium,D,SI1,62.6,58.0,5443,6.33,6.44,4.0 +46233,0.5,Premium,D,VS2,62.1,58.0,1752,5.03,5.08,3.14 +50573,0.85,Good,J,SI1,59.2,64.0,2278,6.17,6.13,3.64 +17639,1.36,Premium,I,VS2,61.9,56.0,7104,7.17,7.08,4.41 +3060,0.34,Premium,F,SI1,59.8,58.0,566,4.53,4.57,2.72 +46091,0.52,Premium,E,VS1,59.2,59.0,1739,5.29,5.25,3.12 +5562,0.96,Ideal,G,SI2,61.7,57.0,3858,6.35,6.3,3.9 +26770,1.59,Ideal,G,VVS1,59.9,56.0,16599,7.57,7.64,4.55 +787,0.62,Ideal,G,VVS2,61.6,56.0,2861,5.48,5.51,3.38 +34450,0.4,Premium,G,SI1,61.7,61.0,864,4.68,4.63,2.87 +1589,0.71,Very Good,E,VS1,62.1,57.0,3009,5.67,5.69,3.53 +47113,0.87,Ideal,G,I1,61.5,57.0,1827,6.09,6.04,3.73 +6002,1.01,Good,H,SI2,63.9,58.0,3959,6.35,6.32,4.05 +31906,0.3,Ideal,G,VS1,62.9,57.0,776,4.31,4.28,2.7 +21129,1.03,Ideal,F,VVS2,62.4,55.6,9290,6.44,6.49,4.02 +47217,0.5,Premium,F,VS1,62.3,55.0,1838,5.09,5.06,3.16 +1017,0.73,Premium,E,VS2,62.0,60.0,2902,5.76,5.73,3.56 +7381,0.33,Premium,H,VS1,61.0,59.0,579,4.45,4.5,2.73 +29053,0.42,Very Good,G,SI1,63.0,55.0,687,4.77,4.81,3.02 +10860,1.03,Ideal,H,VS1,61.5,57.0,4874,6.49,6.45,3.98 +20412,1.12,Ideal,G,VVS2,62.0,55.0,8773,6.67,6.69,4.14 +8525,1.04,Very Good,F,SI2,60.0,61.0,4427,6.5,6.57,3.92 +32954,0.35,Premium,J,VS1,62.2,58.0,460,4.49,4.54,2.81 +42909,0.51,Very Good,E,SI1,60.8,57.0,1363,5.12,5.17,3.13 +5795,1.0,Very Good,F,SI2,62.4,56.0,3906,6.31,6.35,3.95 +37946,0.36,Premium,I,SI1,60.4,60.0,486,4.58,4.62,2.78 +46747,0.72,Premium,I,SI1,60.6,57.0,1799,5.88,5.73,3.52 +21250,1.34,Ideal,G,VS2,61.9,56.0,9401,7.1,7.05,4.38 +46329,0.51,Ideal,E,VS1,61.5,56.0,1758,5.11,5.16,3.16 +53064,0.72,Ideal,H,VS1,61.9,56.0,2608,5.78,5.73,3.56 +30669,0.4,Premium,F,SI1,62.5,59.0,737,4.67,4.71,2.93 +18577,1.23,Premium,H,VS1,61.1,58.0,7577,6.91,6.86,4.21 +29307,0.25,Ideal,G,VS1,62.3,54.0,438,4.05,4.11,2.54 +14130,0.93,Premium,F,SI1,62.3,59.0,5729,6.25,6.21,3.88 +17632,1.14,Ideal,G,VS2,60.5,60.0,7099,6.77,6.75,4.09 +44970,0.54,Ideal,G,VS1,62.2,56.0,1637,5.19,5.23,3.24 +29775,0.3,Very Good,I,VVS1,63.1,57.0,709,4.29,4.27,2.7 +46187,0.65,Premium,F,SI1,61.4,57.8,1748,5.5,5.56,3.39 +12922,1.0,Good,E,VS2,64.0,58.0,5376,6.24,6.2,3.99 +269,0.76,Premium,H,VVS2,59.6,57.0,2792,5.91,5.86,3.51 +11829,1.0,Premium,D,SI1,61.4,58.0,5096,6.4,6.34,3.91 +34281,0.32,Premium,J,SI1,62.2,59.0,468,4.41,4.37,2.73 +38753,0.35,Ideal,E,VVS1,62.0,56.0,1044,4.51,4.58,2.82 +28149,0.3,Ideal,G,VVS2,62.1,55.0,665,4.32,4.35,2.69 +16173,1.0,Good,G,VS1,63.6,59.0,6465,6.34,6.3,4.02 +35774,0.4,Premium,E,VS2,62.2,59.0,912,4.71,4.74,2.94 +32099,0.33,Ideal,D,VS2,60.9,55.0,781,4.46,4.5,2.73 +12430,1.03,Ideal,G,SI1,61.7,56.0,5241,6.5,6.47,4.0 +44895,0.5,Very Good,E,VS2,63.4,58.0,1629,5.06,5.04,3.2 +35947,0.3,Ideal,F,SI1,62.3,54.0,475,4.3,4.34,2.69 +3142,0.7,Ideal,E,SI1,61.1,56.0,3330,5.75,5.78,3.52 +4565,0.77,Premium,D,VS1,62.1,57.0,3644,5.85,5.8,3.62 +4496,0.72,Ideal,D,VS1,62.5,55.0,3629,5.71,5.74,3.58 +13711,0.37,Ideal,H,VS2,60.7,58.0,603,4.64,4.68,2.83 +27959,0.27,Ideal,I,VS1,61.3,57.0,432,4.16,4.19,2.56 +21529,1.67,Premium,H,SI2,61.6,57.0,9625,7.66,7.61,4.7 +6160,1.0,Very Good,J,SI2,62.8,54.0,3991,6.35,6.43,4.01 +27377,0.29,Ideal,D,VS1,61.7,57.0,647,4.26,4.23,2.62 +45663,0.59,Ideal,D,SI1,61.2,56.0,1694,5.38,5.43,3.31 +33624,0.33,Ideal,G,SI2,61.7,55.0,463,4.46,4.48,2.76 +33773,0.48,Ideal,I,SI1,61.9,53.0,841,5.06,5.08,3.14 +42535,0.4,Premium,D,VVS2,60.4,59.0,1323,4.77,4.76,2.88 +8850,1.01,Good,E,SI1,64.1,59.0,4480,6.35,6.31,4.06 +30521,0.26,Ideal,E,VVS2,61.3,57.0,733,4.12,4.15,2.53 +53628,0.3,Very Good,D,SI1,61.3,60.0,552,4.26,4.32,2.63 +34324,0.32,Ideal,E,VVS1,60.7,55.0,860,4.42,4.45,2.69 +43886,0.54,Ideal,H,VS2,61.5,55.0,1453,5.25,5.28,3.24 +22163,1.08,Very Good,F,VVS1,61.0,58.0,10204,6.64,6.61,4.04 +20260,1.01,Premium,F,VVS2,62.0,58.0,8688,6.45,6.36,3.97 +49697,0.55,Very Good,F,VVS2,62.4,59.0,2147,5.2,5.22,3.25 +1297,0.79,Premium,F,VS2,63.0,59.0,2953,5.84,5.8,3.66 +9759,1.15,Very Good,H,SI2,63.7,56.0,4661,6.63,6.66,4.23 +8635,1.04,Very Good,J,VS2,59.5,59.0,4451,6.59,6.66,3.94 +43732,0.51,Ideal,H,VS1,62.7,54.0,1438,5.12,5.15,3.22 +69,0.31,Premium,G,SI1,61.8,58.0,553,4.35,4.32,2.68 +14671,1.28,Very Good,I,SI1,63.6,54.0,5920,6.87,6.9,4.38 +51865,0.52,Ideal,D,VVS2,62.0,56.0,2426,5.14,5.18,3.2 +46864,0.53,Ideal,G,VS1,61.9,56.0,1813,5.21,5.19,3.22 +3587,0.9,Good,E,SI2,61.9,62.0,3422,6.14,6.18,3.81 +31198,0.32,Ideal,I,VVS1,62.5,55.0,756,4.4,4.37,2.74 +28898,0.3,Premium,G,VVS2,61.2,59.0,684,4.31,4.35,2.65 +15492,1.23,Premium,I,VS2,61.1,60.0,6206,6.95,6.89,4.23 +20722,0.31,Premium,F,VS2,62.7,59.0,625,4.3,4.34,2.71 +11120,1.05,Good,H,SI1,63.2,56.0,4937,6.47,6.51,4.1 +53454,0.56,Ideal,F,VVS2,61.1,57.0,2676,5.32,5.35,3.25 +19173,1.21,Very Good,F,VS2,63.5,55.0,7928,6.77,6.71,4.28 +11587,1.0,Premium,E,SI1,61.2,58.0,5040,6.39,6.35,3.9 +914,0.63,Premium,E,IF,60.3,62.0,2879,5.55,5.53,3.34 +8055,0.23,Very Good,F,VVS1,61.8,57.0,583,3.94,3.96,2.44 +18096,1.42,Premium,H,SI2,61.6,58.0,7316,7.22,7.17,4.43 +24513,2.14,Premium,G,SI2,60.1,58.0,12792,8.4,8.35,5.03 +42236,0.54,Ideal,H,SI1,60.6,57.0,1291,5.28,5.32,3.21 +3909,0.71,Very Good,F,VVS2,60.6,58.0,3494,5.76,5.79,3.5 +6459,1.01,Very Good,H,SI1,62.5,58.0,4052,6.37,6.42,4.0 +10547,1.04,Premium,G,SI1,59.2,61.0,4811,6.68,6.63,3.94 +46964,0.32,Ideal,E,SI1,63.2,55.0,528,4.37,4.33,2.75 +11382,0.34,Ideal,H,VS1,62.5,57.0,596,4.43,4.46,2.78 +38576,0.4,Premium,H,VS1,62.7,56.0,1035,4.73,4.71,2.96 +26269,2.0,Very Good,H,SI1,62.2,57.0,15745,7.97,8.08,4.99 +49562,0.67,Very Good,G,VS2,61.7,59.7,2131,5.56,5.61,3.45 +53061,0.72,Very Good,E,SI1,63.1,60.0,2608,5.65,5.7,3.58 +11607,1.24,Very Good,I,SI1,62.5,57.0,5046,6.84,6.89,4.29 +27743,2.04,Premium,H,SI1,58.1,60.0,18795,8.37,8.28,4.84 +39996,0.41,Ideal,F,VS2,62.6,57.0,1107,4.79,4.76,2.99 +18538,1.56,Good,H,SI2,59.2,59.0,7554,7.46,7.54,4.44 +52403,0.71,Very Good,E,SI1,63.1,58.0,2511,5.65,5.69,3.58 +32902,0.36,Fair,F,VS1,55.3,67.0,810,4.79,4.72,2.63 +36902,0.37,Ideal,F,VVS1,61.3,55.0,960,4.62,4.65,2.84 +17805,1.5,Good,J,VS2,63.6,58.0,7177,7.2,7.23,4.59 +49073,0.48,Ideal,F,IF,62.0,54.0,2059,5.0,5.05,3.11 +9039,0.36,Ideal,I,VS1,62.0,54.0,587,4.58,4.61,2.85 +40576,0.52,Ideal,I,VS2,62.3,54.0,1152,5.17,5.2,3.23 +14046,0.26,Ideal,G,IF,62.2,55.0,605,4.09,4.13,2.55 +36914,0.41,Ideal,H,VVS2,62.5,56.0,961,4.77,4.74,2.97 +40660,0.38,Ideal,E,VVS1,61.5,56.0,1154,4.67,4.7,2.88 +10254,1.1,Ideal,G,SI2,62.1,56.0,4750,6.63,6.61,4.11 +17476,1.0,Good,F,VVS2,56.5,63.0,7016,6.65,6.62,3.75 +1659,0.9,Good,H,SI2,63.1,60.0,3024,6.09,6.14,3.86 +46548,0.51,Ideal,E,VS2,62.0,56.0,1781,5.15,5.11,3.18 +50449,0.7,Very Good,F,SI1,63.5,59.0,2264,5.59,5.65,3.57 +20347,1.14,Ideal,G,VVS2,62.3,55.0,8743,6.64,6.72,4.18 +36823,0.33,Very Good,E,IF,61.8,55.0,957,4.47,4.52,2.78 +13142,1.22,Premium,G,SI2,58.3,61.0,5436,7.0,6.92,4.06 +45568,0.52,Premium,G,VS1,61.2,60.0,1689,5.13,5.19,3.16 +42742,0.51,Ideal,E,SI1,62.3,56.0,1343,5.12,5.15,3.2 +16060,1.01,Ideal,F,VS2,61.0,57.0,6416,6.38,6.5,3.93 +4698,1.01,Very Good,I,SI1,63.2,55.0,3676,6.4,6.32,4.02 +10785,1.0,Good,G,SI1,61.9,61.0,4859,6.36,6.4,3.95 +51409,0.71,Ideal,E,SI2,61.7,57.0,2370,5.72,5.76,3.54 +39209,0.54,Ideal,F,SI2,61.8,56.0,1065,5.26,5.29,3.26 +41001,0.39,Very Good,F,IF,59.9,59.0,1183,4.78,4.84,2.88 +6568,1.12,Premium,H,SI2,61.0,59.0,4077,6.72,6.66,4.08 +18995,1.09,Ideal,G,VS1,62.3,55.0,7820,6.59,6.63,4.12 +52662,0.71,Good,I,VVS1,63.4,57.0,2549,5.67,5.71,3.61 +22431,1.36,Ideal,G,VS1,61.0,56.0,10455,7.13,7.11,4.34 +12943,1.0,Ideal,I,VS1,60.4,55.0,5385,6.49,6.52,3.93 +48007,0.52,Ideal,D,VS2,62.2,56.0,1919,5.16,5.13,3.2 +50942,0.72,Premium,E,SI2,60.4,58.0,2320,5.82,5.78,3.5 +14243,1.1,Very Good,F,SI1,58.9,63.0,5769,6.73,6.78,3.98 +34613,0.27,Ideal,E,VS1,61.6,55.0,470,4.16,4.18,2.57 +27046,0.32,Ideal,G,VS1,60.5,56.0,645,4.42,4.44,2.68 +8600,1.03,Premium,I,SI1,61.6,59.0,4441,6.49,6.46,3.99 +32451,0.43,Very Good,E,SI1,62.4,56.0,792,4.79,4.83,3.0 +2191,1.01,Very Good,G,SI1,62.0,63.0,3137,6.34,6.25,3.9 +24641,2.13,Premium,I,SI2,59.8,58.0,12980,8.43,8.37,5.02 +30654,0.33,Ideal,D,SI1,61.9,55.0,736,4.45,4.47,2.76 +43094,0.46,Ideal,H,IF,62.3,54.0,1382,4.94,4.98,3.09 +8492,0.9,Very Good,D,SI1,59.5,57.0,4419,6.19,6.34,3.73 +52015,0.7,Very Good,F,SI1,63.1,60.0,2445,5.62,5.63,3.55 +12577,1.2,Very Good,H,SI2,62.1,59.0,5280,6.75,6.8,4.21 +42666,0.56,Ideal,F,SI1,61.5,55.0,1334,5.3,5.34,3.27 +46418,0.51,Very Good,G,VVS2,60.9,56.0,1768,5.17,5.21,3.16 +32429,0.4,Ideal,G,VS2,62.4,54.0,792,4.74,4.75,2.96 +3088,0.74,Ideal,E,VS2,61.7,56.0,3315,5.86,5.81,3.6 +21605,1.07,Ideal,G,VVS1,61.4,55.0,9703,6.59,6.66,4.06 +36882,0.32,Ideal,F,IF,61.2,57.0,958,4.44,4.45,2.72 +3101,0.71,Ideal,D,VS2,62.1,56.0,3321,5.71,5.75,3.56 +14924,1.5,Good,G,SI2,57.9,61.0,6006,7.52,7.48,4.35 +42598,0.5,Ideal,E,SI1,59.7,62.0,1331,5.16,5.19,3.09 +50341,0.5,Ideal,D,VS2,61.1,57.0,2243,5.11,5.13,3.13 +21396,1.24,Premium,F,VS2,62.4,60.0,9513,6.83,6.8,4.25 +27818,0.34,Good,G,SI1,63.9,58.0,650,4.43,4.4,2.82 +47183,0.51,Premium,F,VS1,60.9,57.0,1836,5.27,5.17,3.18 +34309,0.29,Ideal,F,VVS1,60.9,57.0,858,4.32,4.29,2.62 +19468,1.19,Premium,G,VS1,62.6,58.0,8109,6.78,6.71,4.22 +50123,0.57,Ideal,H,IF,61.0,57.0,2210,5.35,5.38,3.27 +31257,0.32,Ideal,D,VS2,62.0,55.0,758,4.38,4.42,2.73 +47662,0.23,Very Good,E,VVS1,58.6,61.0,530,4.02,4.04,2.36 +12418,1.07,Premium,H,SI1,59.2,61.0,5237,6.67,6.65,3.94 +47103,0.53,Very Good,G,VVS2,62.2,54.0,1827,5.19,5.23,3.23 +6485,0.9,Very Good,G,SI1,62.7,59.0,4059,6.12,6.17,3.85 +19172,1.28,Very Good,E,SI1,59.8,59.1,7927,6.99,7.05,4.21 +13061,0.93,Ideal,E,VS2,62.4,56.0,5411,6.26,6.3,3.92 +32796,0.31,Ideal,E,VS1,61.4,56.0,804,4.38,4.35,2.68 +34141,0.33,Ideal,F,VS2,60.5,55.0,854,4.55,4.47,2.73 +2440,0.7,Ideal,H,VS1,61.0,56.0,3185,5.75,5.79,3.51 +42804,0.52,Ideal,G,SI1,62.2,54.0,1352,5.18,5.2,3.23 +48094,0.62,Premium,G,VS1,59.8,58.0,1933,5.55,5.58,3.33 +6832,1.09,Premium,I,SI2,61.3,55.0,4120,6.66,6.62,4.07 +19170,1.08,Ideal,G,VS1,62.4,55.0,7925,6.57,6.63,4.12 +34848,0.3,Ideal,G,VVS2,61.5,56.0,878,4.34,4.31,2.66 +53137,0.7,Ideal,I,VVS1,61.5,57.0,2620,5.72,5.75,3.52 +1942,0.9,Fair,E,SI2,64.5,55.0,3084,6.12,6.03,3.92 +30317,0.36,Ideal,F,VS2,62.0,55.0,726,4.55,4.58,2.83 +52558,0.7,Premium,G,VS1,62.6,60.0,2535,5.66,5.58,3.52 +43927,0.3,Ideal,H,SI1,61.9,54.0,514,4.31,4.34,2.68 +18335,1.04,Ideal,F,VS2,62.0,55.0,7459,6.47,6.52,4.03 +52342,0.73,Premium,D,SI1,60.5,58.0,2498,5.85,5.82,3.53 +14412,1.23,Ideal,I,SI2,61.8,55.0,5820,6.87,6.91,4.26 +50884,0.76,Very Good,I,SI1,57.5,62.0,2316,6.03,6.08,3.48 +4397,0.31,Good,D,SI1,63.7,54.0,571,4.31,4.35,2.76 +48213,0.76,Very Good,J,VS2,59.9,59.0,1949,5.92,5.94,3.55 +17021,1.01,Ideal,G,VS1,61.5,56.0,6794,6.48,6.43,3.97 +53463,0.73,Very Good,E,SI1,63.2,58.0,2679,5.71,5.74,3.62 +14187,1.01,Good,G,VS2,58.9,61.0,5756,6.46,6.55,3.83 +30507,0.31,Good,D,SI1,63.7,54.0,732,4.35,4.31,2.76 +1141,0.9,Fair,I,VS2,64.1,66.0,2921,6.04,5.98,3.85 +38017,0.39,Premium,H,VS1,61.7,57.0,1009,4.68,4.65,2.88 +30013,0.45,Ideal,I,VS2,61.9,54.0,717,4.92,4.94,3.05 +2735,0.7,Very Good,D,VS1,62.8,59.0,3247,5.63,5.68,3.55 +21024,1.51,Premium,D,SI2,62.1,60.0,9234,7.3,7.25,4.52 +28348,0.33,Ideal,G,VS1,61.7,56.0,666,4.44,4.47,2.75 +18579,1.51,Ideal,I,SI2,61.8,57.0,7577,7.43,7.36,4.57 +21405,1.18,Premium,G,VS2,61.5,58.0,9516,6.87,6.79,4.2 +39945,0.24,Good,F,VVS2,65.0,58.0,492,3.89,3.93,2.54 +12352,1.01,Very Good,E,SI1,62.4,58.0,5229,6.36,6.4,3.99 +22256,1.71,Ideal,J,VS1,62.4,56.0,10309,7.59,7.63,4.75 +32456,0.4,Premium,H,VS1,62.7,58.5,793,4.7,4.74,2.96 +48347,0.57,Ideal,F,VS1,62.3,57.0,1961,5.29,5.32,3.3 +45415,0.61,Good,G,VS2,59.9,61.0,1668,5.48,5.6,3.32 +37579,0.32,Ideal,F,VVS1,61.8,56.0,990,4.45,4.42,2.74 +31773,0.32,Premium,F,VS2,59.7,62.0,773,4.43,4.38,2.63 +41244,0.46,Premium,I,IF,59.4,60.0,1208,5.04,5.02,2.99 +8604,1.07,Ideal,H,SI2,61.8,56.0,4442,6.58,6.63,4.08 +24407,1.14,Very Good,E,IF,63.3,57.0,12647,6.63,6.71,4.22 +14261,1.08,Premium,H,VS2,62.9,55.0,5775,6.59,6.54,4.13 +30197,0.42,Good,F,SI1,63.6,57.0,722,4.7,4.76,3.01 +7743,1.07,Premium,G,SI2,59.9,59.0,4278,6.67,6.61,3.98 +33664,0.36,Ideal,E,VS1,61.8,55.0,835,4.58,4.61,2.84 +45716,0.56,Ideal,E,SI1,62.3,56.0,1698,5.3,5.26,3.29 +35334,0.32,Ideal,E,VS1,61.6,55.0,898,4.43,4.46,2.74 +32427,0.4,Ideal,G,VS2,62.5,54.0,792,4.72,4.75,2.96 +46463,0.71,Good,I,SI1,60.0,64.0,1774,5.79,5.71,3.45 +27085,1.41,Premium,D,VVS2,60.8,57.0,17216,7.28,7.23,4.41 +35253,0.3,Very Good,G,IF,63.0,53.0,895,4.24,4.3,2.69 +25472,2.03,Very Good,I,SI2,62.2,54.0,14239,8.11,8.15,5.06 +39880,0.42,Ideal,G,VVS2,61.3,56.0,1103,4.82,4.81,2.95 +33220,0.39,Ideal,F,VS2,60.0,57.0,821,4.7,4.76,2.84 +12110,1.01,Premium,H,VS2,61.6,59.0,5166,6.39,6.41,3.94 +763,0.7,Premium,E,VS2,61.4,59.0,2858,5.73,5.7,3.51 +40670,0.44,Premium,G,VVS2,61.3,60.0,1155,4.94,4.88,3.01 +9731,1.26,Ideal,J,SI2,62.5,53.0,4656,6.86,6.9,4.3 +12004,1.01,Premium,D,SI1,59.2,61.0,5147,6.4,6.34,3.77 +25301,1.58,Very Good,G,VS1,62.8,57.0,13963,7.34,7.4,4.63 +45812,0.69,Ideal,G,SI2,62.7,54.0,1711,5.71,5.64,3.56 +43379,0.55,Premium,F,SI1,60.2,58.0,1410,5.31,5.35,3.21 +14031,1.22,Ideal,H,SI2,61.7,56.0,5703,6.83,6.91,4.24 +41589,0.23,Very Good,H,VVS2,59.2,61.0,389,4.0,4.04,2.38 +22900,1.55,Ideal,F,SI2,61.9,55.0,10937,7.44,7.4,4.6 +379,0.7,Very Good,F,VS1,59.9,60.0,2810,5.77,5.84,3.48 +16994,1.01,Premium,E,VS2,60.4,58.0,6787,6.51,6.47,3.92 +16197,1.2,Ideal,H,SI1,62.2,56.0,6471,6.8,6.77,4.23 +46200,0.84,Good,F,I1,60.8,64.0,1749,6.05,6.03,3.67 +5398,0.3,Premium,D,SI2,62.4,58.0,574,4.31,4.28,2.68 +27324,2.01,Premium,H,SI1,61.3,59.0,17849,8.16,8.08,4.98 +25632,2.12,Ideal,J,SI1,62.1,56.0,14503,8.17,8.25,5.1 +7653,0.9,Ideal,G,VS2,62.6,57.0,4269,6.14,6.2,3.86 +33963,0.4,Very Good,D,VS2,62.4,60.0,845,4.66,4.67,2.91 +15016,1.02,Very Good,D,SI1,62.8,56.0,6047,6.39,6.44,4.03 +50216,0.7,Ideal,F,SI1,61.9,57.0,2230,5.66,5.75,3.53 +22156,1.01,Ideal,F,VVS1,60.5,60.0,10197,6.45,6.47,3.91 +1322,0.7,Very Good,F,VS1,60.1,58.0,2959,5.73,5.79,3.46 +11758,0.93,Fair,D,VS2,56.3,67.0,5078,6.52,6.45,3.65 +30031,0.39,Good,F,SI1,63.3,54.0,718,4.62,4.67,2.94 +39569,0.44,Very Good,G,VVS2,60.9,57.0,1081,4.89,4.93,2.99 +30523,0.26,Ideal,F,VVS1,60.3,56.0,733,4.15,4.17,2.51 +870,0.7,Ideal,D,SI1,61.4,54.0,2872,5.71,5.75,3.52 +8050,0.25,Ideal,G,IF,61.1,57.0,582,4.06,4.07,2.48 +25134,1.77,Very Good,I,VS2,60.2,58.0,13691,7.88,7.83,4.73 +29902,0.4,Very Good,G,SI1,61.0,56.0,711,4.77,4.8,2.92 +3860,0.72,Ideal,G,VS1,60.3,57.0,3478,5.82,5.86,3.52 +13123,1.01,Fair,D,SI1,64.7,57.0,5430,6.33,6.25,4.07 +7553,0.92,Ideal,G,SI1,62.6,55.0,4249,6.22,6.24,3.9 +14955,1.21,Good,H,SI1,58.2,58.0,6022,6.98,7.01,4.07 +34880,0.39,Premium,G,SI1,60.9,58.0,878,4.73,4.7,2.87 +8590,0.9,Ideal,E,SI1,59.1,59.0,4439,6.31,6.37,3.75 +53073,0.71,Ideal,D,SI2,61.3,57.0,2610,5.71,5.78,3.52 +25561,2.1,Premium,I,VS2,60.7,61.0,14394,8.28,8.27,5.02 +18017,1.36,Very Good,E,SI2,61.7,59.0,7288,7.09,7.2,4.41 +51308,0.31,Very Good,G,VS2,59.0,60.0,544,4.37,4.41,2.59 +17176,1.31,Good,H,SI1,57.9,62.0,6857,7.18,7.25,4.18 +49451,0.75,Very Good,F,SI2,58.6,60.0,2111,5.99,6.03,3.52 +10190,1.06,Premium,E,SI2,60.5,60.0,4737,6.67,6.61,4.02 +50827,0.67,Very Good,G,VS1,59.9,57.4,2309,5.69,5.75,3.42 +36318,0.32,Ideal,G,VVS2,61.7,57.0,936,4.44,4.41,2.73 +44334,0.33,Premium,I,VS1,61.6,60.0,521,4.42,4.45,2.73 +32257,0.3,Ideal,G,VVS1,62.6,54.0,789,4.25,4.28,2.67 +19399,1.35,Premium,H,VS2,62.2,56.0,8062,7.13,7.08,4.42 +20679,1.23,Premium,F,VS2,60.8,59.0,8959,6.9,6.94,4.21 +49268,0.77,Premium,I,SI1,60.4,58.0,2089,5.96,5.99,3.61 +23997,1.5,Very Good,G,VS2,62.1,57.0,12156,7.21,7.31,4.51 +23936,1.26,Ideal,G,VVS2,61.4,55.0,12066,6.96,6.99,4.29 +52082,0.72,Ideal,F,SI2,61.8,57.0,2456,5.75,5.78,3.56 +3176,0.81,Ideal,E,SI1,61.3,57.0,3338,6.08,6.03,3.71 +27078,1.6,Premium,G,VVS1,61.5,58.0,17204,7.48,7.58,4.63 +32146,0.32,Very Good,F,VVS2,61.8,60.0,786,4.36,4.41,2.71 +49851,0.72,Ideal,G,SI2,61.6,54.0,2170,5.78,5.82,3.57 +19273,1.15,Ideal,G,VS1,61.9,56.0,7999,6.71,6.73,4.16 +36336,0.32,Ideal,G,VVS2,62.2,56.0,936,4.38,4.34,2.71 +41919,1.03,Fair,E,I1,78.2,54.0,1262,5.72,5.59,4.42 +50098,0.61,Ideal,D,VS2,61.0,57.0,2207,5.49,5.53,3.36 +44622,0.57,Ideal,E,SI1,61.9,56.0,1608,5.32,5.35,3.3 +8018,1.04,Premium,D,SI2,58.2,59.0,4330,6.67,6.62,3.87 +17059,0.34,Premium,E,SI2,61.7,61.0,612,4.51,4.47,2.77 +36214,0.36,Premium,G,VS1,61.2,60.0,932,4.59,4.56,2.8 +37043,0.34,Ideal,F,VVS1,62.0,56.0,967,4.45,4.49,2.77 +39533,0.4,Premium,F,VS2,60.7,60.0,1080,4.8,4.75,2.9 +36406,0.31,Ideal,D,VS2,59.0,57.0,942,4.48,4.44,2.63 +10164,1.05,Good,F,SI1,57.9,62.0,4729,6.68,6.73,3.88 +20946,1.7,Good,H,SI1,64.1,58.0,9158,7.54,7.51,4.83 +42986,0.55,Ideal,I,SI1,61.3,56.0,1367,5.29,5.34,3.26 +11576,1.02,Very Good,F,SI1,62.1,63.0,5038,6.48,6.36,3.99 +21346,1.27,Ideal,G,VS2,61.9,57.0,9489,6.9,6.93,4.28 +41755,0.5,Ideal,I,VS2,62.5,55.0,1244,5.05,5.09,3.17 +42447,0.42,Good,D,VS1,57.3,62.0,1315,4.95,5.0,2.85 +13346,1.02,Ideal,H,SI1,59.8,58.0,5505,6.56,6.58,3.93 +5588,1.19,Ideal,H,I1,60.3,57.0,3864,6.93,6.83,4.15 +16621,1.09,Ideal,H,VS1,61.3,54.0,6643,6.66,6.68,4.09 +44285,0.52,Ideal,G,VS2,62.0,55.0,1577,5.19,5.13,3.2 +48026,0.71,Good,J,VS2,60.6,61.0,1922,5.7,5.79,3.48 +51311,0.31,Good,H,VS1,63.6,55.0,544,4.29,4.32,2.74 +48695,0.71,Good,I,VS1,64.2,57.0,2007,5.62,5.57,3.59 +11489,1.02,Ideal,G,SI1,62.4,55.0,5016,6.43,6.48,4.03 +17499,1.09,Premium,G,VS2,61.0,59.0,7032,6.65,6.6,4.04 +37715,0.34,Ideal,H,VVS1,61.8,57.0,995,4.46,4.44,2.75 +26854,1.52,Premium,E,VS1,60.6,58.0,16779,7.44,7.38,4.49 +5324,0.9,Fair,G,VS1,65.7,58.0,3806,6.02,5.97,3.94 +28163,0.3,Ideal,H,VVS1,61.6,57.0,665,4.3,4.34,2.66 +454,0.71,Ideal,E,VS2,62.7,57.0,2817,5.66,5.64,3.54 +25209,1.51,Very Good,G,VS1,63.3,53.0,13811,7.33,7.26,4.62 +6125,0.9,Premium,G,SI1,62.2,60.0,3984,6.14,6.07,3.8 +22979,1.52,Ideal,G,SI1,60.3,57.0,11028,7.58,7.48,4.54 +49411,0.7,Premium,G,SI1,62.2,58.0,2106,5.69,5.76,3.56 +43044,0.51,Ideal,H,VS2,61.5,55.0,1375,5.16,5.18,3.18 +42671,0.44,Ideal,E,VVS2,61.9,56.0,1334,4.91,4.88,3.03 +31681,0.26,Ideal,E,VVS2,61.5,56.0,769,4.11,4.08,2.52 +42435,0.53,Ideal,D,SI2,60.4,57.0,1314,5.26,5.3,3.19 +4444,0.91,Premium,F,SI1,62.6,56.0,3618,6.18,6.13,3.85 +36789,0.34,Ideal,E,VS2,62.2,55.0,956,4.49,4.48,2.79 +21216,1.54,Ideal,G,SI2,61.7,56.0,9359,7.41,7.44,4.58 +51435,0.7,Very Good,D,SI1,62.5,63.0,2374,5.7,5.63,3.54 +699,0.82,Premium,I,VS1,61.9,58.0,2853,5.99,5.97,3.7 +44060,0.59,Premium,E,SI1,58.7,57.0,1550,5.53,5.47,3.23 +51535,0.7,Ideal,I,VVS1,62.8,56.3,2386,5.65,5.69,3.56 +6193,0.9,Very Good,D,SI1,61.1,63.0,3997,6.21,6.17,3.78 +5362,0.9,Good,G,SI1,62.2,62.5,3816,6.08,6.1,3.78 +38852,0.4,Premium,G,VVS2,61.7,59.0,1050,4.76,4.73,2.93 +10495,0.76,Very Good,E,IF,61.9,56.0,4798,5.83,5.85,3.62 +31881,0.3,Premium,H,VVS2,63.0,56.0,776,4.28,4.23,2.68 +24855,1.18,Ideal,F,VVS1,61.5,55.6,13257,6.79,6.83,4.19 +41165,0.38,Ideal,F,VVS1,62.2,57.0,1200,4.64,4.68,2.9 +11919,1.16,Ideal,J,SI1,61.8,55.0,5124,6.75,6.78,4.18 +26759,1.57,Ideal,E,VS2,62.3,57.0,16570,7.39,7.44,4.62 +33265,0.3,Ideal,E,VVS1,62.4,55.0,826,4.32,4.34,2.7 +47346,0.5,Premium,D,VS2,62.8,58.0,1845,5.08,5.05,3.18 +4344,0.9,Very Good,F,SI2,61.6,56.0,3601,6.22,6.29,3.85 +36431,0.31,Ideal,D,VS2,61.9,56.0,942,4.38,4.37,2.71 +582,0.9,Fair,G,SI2,65.3,59.0,2834,6.07,6.0,3.94 +47983,0.26,Good,D,VVS1,64.3,55.0,532,4.05,4.1,2.62 +35866,0.34,Good,F,IF,59.0,61.0,917,4.59,4.63,2.72 +27398,2.05,Ideal,F,SI2,62.0,56.0,17957,8.12,8.19,5.06 +29048,0.4,Good,I,VS1,63.5,55.0,687,4.67,4.71,2.98 +5085,0.7,Ideal,D,VS1,61.4,54.2,3752,5.72,5.76,3.52 +42418,0.54,Very Good,F,SI2,61.2,57.4,1311,5.23,5.25,3.21 +23860,1.51,Ideal,F,SI1,62.4,56.0,11950,7.34,7.4,4.6 +42783,0.5,Ideal,H,VS2,61.3,56.0,1349,5.12,5.16,3.15 +52689,0.7,Very Good,F,VS2,63.9,59.0,2552,5.56,5.61,3.57 +15291,1.31,Premium,J,VS2,60.7,58.0,6137,7.1,7.07,4.3 +26779,2.01,Very Good,I,VS2,59.2,62.0,16626,8.14,8.17,4.83 +48727,0.52,Ideal,G,VVS2,61.0,56.0,2012,5.24,5.18,3.18 +6866,0.9,Ideal,D,VS2,61.5,56.0,4128,6.25,6.2,3.83 +29629,0.35,Premium,H,SI2,61.6,58.0,441,4.49,4.54,2.78 +39637,0.34,Ideal,G,IF,61.9,54.0,1084,4.49,4.46,2.77 +17318,1.15,Premium,D,SI1,63.0,57.0,6942,6.69,6.64,4.2 +1157,0.9,Premium,I,VS2,58.7,60.0,2923,6.35,6.28,3.7 +5377,0.34,Good,I,SI1,63.7,54.0,574,4.48,4.43,2.84 +9781,0.91,Very Good,H,VVS2,62.9,58.0,4665,6.14,6.17,3.87 +38832,0.43,Ideal,E,VS2,62.1,56.0,1048,4.87,4.83,3.01 +47579,0.51,Ideal,F,VS2,62.6,55.0,1875,5.15,5.1,3.21 +42688,0.45,Ideal,E,VVS2,61.9,56.0,1337,4.91,4.95,3.05 +45795,0.51,Ideal,E,VS2,61.7,53.0,1709,5.2,5.18,3.2 +43920,0.23,Premium,E,VS2,62.4,60.0,513,3.92,3.9,2.44 +13867,1.01,Ideal,F,SI1,62.3,58.0,5646,6.35,6.42,3.98 +38833,0.43,Ideal,E,VS2,62.2,57.0,1048,4.84,4.8,3.0 +8920,1.09,Premium,H,SI2,61.7,60.0,4496,6.57,6.59,4.06 +22615,2.02,Good,J,SI2,64.4,60.0,10666,7.87,7.93,5.09 +11520,1.03,Very Good,G,SI1,62.6,56.0,5024,6.41,6.44,4.02 +30412,0.32,Premium,G,VVS2,61.7,59.0,730,4.37,4.41,2.71 +53350,0.7,Premium,F,SI1,58.6,59.0,2657,5.83,5.78,3.4 +49092,0.7,Good,F,SI2,62.2,59.0,2062,5.62,5.64,3.5 +48905,0.5,Very Good,F,VVS2,61.9,59.0,2041,5.07,5.11,3.15 +35022,0.4,Premium,E,SI1,62.0,61.0,882,4.71,4.67,2.91 +2865,0.72,Ideal,D,VS2,60.5,57.0,3275,5.81,5.83,3.52 +39698,0.42,Good,F,VS1,59.9,65.0,1088,4.83,4.89,2.91 +14526,1.01,Premium,G,VS2,60.7,60.0,5864,6.49,6.45,3.93 +45833,0.54,Ideal,E,VS2,62.8,55.0,1713,5.21,5.24,3.28 +4994,0.9,Premium,D,SI2,62.3,58.0,3740,6.27,6.05,3.84 +8288,1.01,Ideal,G,SI2,61.0,56.0,4383,6.48,6.54,3.97 +8002,1.01,Premium,G,SI2,60.1,59.0,4327,6.55,6.46,3.91 +51728,0.72,Ideal,E,SI2,61.3,55.0,2401,5.75,5.84,3.55 +53638,0.3,Very Good,D,SI1,62.5,57.0,552,4.26,4.28,2.67 +24298,3.22,Ideal,I,I1,62.6,55.0,12545,9.49,9.42,5.92 +30044,0.38,Good,F,VS2,60.3,61.0,719,4.68,4.71,2.83 +8744,0.9,Good,E,SI1,63.9,57.0,4463,6.05,6.1,3.88 +53529,0.74,Ideal,I,VS1,62.5,56.0,2690,5.76,5.8,3.61 +25881,2.06,Premium,I,SI2,61.0,59.0,14982,8.24,8.21,5.02 +10954,1.03,Premium,G,SI1,61.6,59.0,4900,6.53,6.5,4.01 +15288,1.21,Ideal,H,VS2,63.0,57.0,6134,6.73,6.7,4.23 +30531,0.38,Premium,D,SI1,62.2,58.0,733,4.57,4.63,2.86 +30153,0.32,Premium,E,SI1,62.8,57.0,720,4.39,4.34,2.74 +36826,0.56,Very Good,J,SI1,60.3,59.0,957,5.3,5.34,3.21 +38926,0.33,Premium,D,VVS2,60.4,60.0,1052,4.51,4.46,2.71 +32889,0.36,Premium,H,VS1,60.5,59.0,810,4.63,4.6,2.79 +38225,0.4,Very Good,E,VVS2,62.4,58.0,1017,4.7,4.76,2.95 +13052,1.11,Premium,G,SI1,62.3,58.0,5408,6.61,6.52,4.09 +52135,0.73,Premium,H,VS1,61.7,58.0,2468,5.75,5.72,3.54 +17775,1.13,Ideal,G,VS2,61.6,57.0,7159,6.68,6.7,4.12 +41583,0.25,Very Good,D,VS1,60.0,63.0,388,4.05,4.08,2.44 +35285,0.3,Premium,J,VS2,61.6,61.0,473,4.33,4.28,2.65 +4164,0.75,Very Good,F,VVS2,61.1,55.0,3551,5.85,5.9,3.59 +11580,0.9,Very Good,D,SI1,60.6,59.0,5040,6.23,6.28,3.79 +20795,1.23,Ideal,G,VS1,62.0,56.0,9030,6.92,6.86,4.27 +18808,1.12,Fair,D,VS2,58.9,59.0,7696,6.84,6.77,4.01 +35460,0.43,Premium,D,VS2,59.7,59.0,901,4.89,4.93,2.93 +46045,0.56,Ideal,D,SI1,62.5,56.0,1729,5.28,5.24,3.29 +9553,1.26,Ideal,I,SI2,59.6,57.0,4620,7.01,7.04,4.19 +9020,1.0,Premium,H,VS2,60.2,62.0,4514,6.46,6.43,3.88 +27874,0.42,Premium,E,SI2,60.1,58.0,653,4.87,4.91,2.94 +42470,0.66,Ideal,J,VS2,62.1,55.0,1316,5.6,5.64,3.49 +38283,0.28,Very Good,F,VS2,61.7,58.0,487,4.17,4.19,2.58 +12921,1.2,Premium,H,SI2,62.0,58.0,5376,6.91,6.76,4.24 +23160,1.52,Very Good,E,SI1,63.5,58.0,11176,7.36,7.29,4.65 +48373,0.57,Ideal,D,VS2,62.1,56.0,1963,5.34,5.29,3.3 +30560,0.31,Ideal,D,VS2,62.5,56.0,734,4.34,4.36,2.72 +22064,1.51,Very Good,H,VS2,61.9,57.0,10090,7.32,7.36,4.54 +16772,1.14,Good,G,VS2,63.2,58.0,6681,6.63,6.67,4.2 +41496,0.41,Very Good,E,VVS2,59.9,60.0,1233,4.8,4.82,2.88 +28081,0.4,Ideal,J,VVS2,61.8,55.0,662,4.76,4.79,2.95 +22474,1.01,Very Good,E,VVS1,63.2,54.0,10498,6.41,6.31,4.02 +29666,0.35,Ideal,F,VS2,61.9,54.0,706,4.5,4.54,2.8 +34954,0.29,Very Good,G,VS2,62.0,55.0,471,4.24,4.27,2.63 +12140,1.0,Very Good,E,SI1,63.5,61.0,5174,6.33,6.24,3.99 +41099,0.4,Ideal,G,IF,62.0,57.0,1193,4.73,4.75,2.94 +36692,0.45,Fair,E,VS2,65.8,58.0,951,4.81,4.74,3.14 +16138,1.23,Ideal,I,SI1,62.1,57.0,6449,6.83,6.88,4.26 +27495,2.01,Premium,H,SI1,61.7,60.0,18188,8.06,7.96,4.94 +36415,0.31,Ideal,D,VS2,61.8,56.0,942,4.36,4.32,2.68 +34811,0.3,Very Good,E,VVS2,63.2,59.0,878,4.28,4.27,2.7 +28158,0.3,Ideal,H,VVS1,62.3,55.0,665,4.3,4.33,2.69 +50730,0.85,Premium,J,VS2,60.7,58.0,2295,6.12,6.08,3.71 +13418,1.5,Ideal,I,I1,61.8,57.0,5510,7.39,7.31,4.54 +38547,0.34,Ideal,D,VS2,62.9,56.0,1033,4.5,4.44,2.81 +17118,1.07,Good,F,VS2,57.6,60.0,6828,6.83,6.79,3.92 +23919,1.54,Premium,G,SI1,61.0,59.0,12044,7.38,7.43,4.52 +20690,1.43,Ideal,G,SI1,62.6,57.0,8969,7.18,7.14,4.48 +27776,0.32,Ideal,H,VS2,62.1,56.0,648,4.42,4.37,2.73 +26891,2.02,Premium,I,VS2,59.6,60.0,16861,8.25,8.2,4.9 +13220,1.14,Very Good,H,SI1,63.1,58.0,5458,6.69,6.6,4.19 +24934,2.01,Premium,H,SI1,60.6,59.0,13387,8.23,8.17,4.97 +9819,1.01,Premium,D,SI2,58.8,59.0,4672,6.58,6.55,3.86 +33407,0.28,Ideal,E,VVS2,62.1,56.0,828,4.21,4.19,2.61 +22908,1.12,Ideal,F,VVS2,62.2,55.0,10949,6.64,6.68,4.14 +35549,0.35,Ideal,H,VVS2,63.0,55.0,906,4.5,4.48,2.83 +11817,1.17,Ideal,I,SI1,60.0,59.0,5092,6.82,6.87,4.11 +717,0.6,Ideal,F,VVS2,60.8,57.0,2856,5.44,5.49,3.32 +44919,0.53,Premium,F,VS2,61.4,60.0,1631,5.18,5.21,3.19 +40992,0.42,Premium,E,VS1,62.1,55.0,1181,4.85,4.81,3.0 +1,0.23,Ideal,E,SI2,61.5,55.0,326,3.95,3.98,2.43 +34786,0.4,Premium,G,VS1,61.3,60.0,877,4.66,4.71,2.87 +33694,0.33,Ideal,G,VVS1,61.8,55.0,838,4.47,4.5,2.77 +1302,0.72,Premium,D,SI1,61.4,59.0,2954,5.71,5.79,3.53 +18177,1.13,Ideal,F,VS2,62.1,56.0,7369,6.65,6.71,4.15 +7730,0.3,Very Good,H,VVS2,63.0,56.0,581,4.24,4.27,2.68 +21296,1.5,Premium,E,SI2,60.1,60.0,9450,7.42,7.35,4.44 +4042,1.0,Ideal,J,SI2,62.1,56.0,3528,6.41,6.34,3.96 +42412,0.54,Good,D,SI1,63.7,57.0,1310,5.22,5.14,3.3 +52112,0.91,Good,F,SI2,56.9,62.0,2461,6.51,6.45,3.69 +44998,0.31,Premium,I,SI1,62.3,59.0,523,4.32,4.29,2.68 +32903,0.44,Premium,H,VS2,61.3,58.0,810,4.88,4.91,3.0 +18102,1.21,Premium,G,VS2,62.2,58.0,7320,6.78,6.88,4.25 +29111,0.34,Premium,H,VS2,61.7,60.0,689,4.51,4.47,2.77 +27317,2.1,Very Good,I,VS2,59.4,60.0,17837,8.39,8.47,5.01 +7911,1.07,Very Good,E,SI1,60.4,63.0,4314,6.67,6.6,4.01 +22080,1.61,Ideal,I,VS2,62.5,57.0,10098,7.49,7.43,4.66 +25925,1.01,Good,D,IF,63.2,59.0,15081,6.34,6.38,4.02 +30630,0.26,Ideal,H,VS1,62.1,56.0,448,4.13,4.15,2.56 +19668,1.12,Ideal,D,VS2,62.0,55.0,8279,6.63,6.66,4.12 +30337,0.34,Premium,F,SI1,59.8,58.0,727,4.57,4.53,2.72 +663,0.73,Ideal,H,VVS2,61.6,56.0,2846,5.79,5.84,3.58 +43495,0.54,Ideal,E,SI1,61.3,56.0,1422,5.22,5.25,3.21 +29425,0.42,Ideal,E,SI2,62.4,55.0,700,4.77,4.81,2.99 +16935,1.02,Very Good,E,VS2,59.1,60.0,6762,6.61,6.51,3.88 +7465,0.9,Premium,F,VS2,58.7,59.0,4234,6.34,6.3,3.71 +19672,1.52,Good,G,SI2,63.0,61.0,8280,7.25,7.28,4.58 +21438,1.21,Premium,G,VVS2,59.6,60.0,9541,6.91,6.89,4.11 +17409,1.36,Ideal,J,VVS2,61.9,56.0,6973,7.16,7.13,4.42 +4522,1.03,Premium,J,SI2,62.8,58.0,3634,6.48,6.41,4.05 +25583,2.01,Good,H,SI2,62.3,60.0,14426,7.95,7.97,4.96 +17130,1.21,Ideal,H,VS1,60.7,57.0,6834,6.86,6.89,4.17 +40881,0.57,Very Good,I,SI1,63.3,56.0,1176,5.29,5.27,3.34 +25356,0.28,Very Good,E,VVS2,59.8,57.0,642,4.28,4.32,2.57 +53068,0.81,Good,E,I1,64.1,59.0,2608,5.89,5.85,3.76 +18334,1.13,Ideal,I,VVS1,61.6,57.0,7459,6.67,6.75,4.12 +50588,0.74,Very Good,E,SI2,63.0,58.0,2282,5.73,5.77,3.62 +15467,1.14,Very Good,F,SI1,61.3,62.0,6194,6.71,6.77,4.13 +6891,1.01,Very Good,J,SI1,63.3,55.0,4133,6.34,6.32,4.01 +48884,0.73,Premium,J,VS1,61.3,61.0,2037,5.83,5.78,3.56 +18035,0.35,Ideal,E,SI1,61.2,57.0,614,4.52,4.56,2.78 +19560,1.5,Premium,G,SI2,62.0,62.0,8190,7.31,7.25,4.51 +4154,1.07,Premium,G,I1,62.3,60.0,3547,6.55,6.51,4.07 +37956,0.41,Ideal,G,VVS2,62.2,56.0,1007,4.75,4.8,2.97 +51475,0.73,Ideal,G,SI1,61.7,60.0,2377,5.77,5.8,3.57 +34908,0.34,Premium,H,VVS2,61.4,58.0,880,4.5,4.46,2.75 +50745,0.72,Ideal,G,SI2,61.4,56.0,2297,5.76,5.83,3.56 +3506,0.76,Ideal,D,VS2,61.8,55.0,3401,5.85,5.89,3.63 +51856,0.54,Ideal,G,VVS2,61.4,55.0,2424,5.28,5.31,3.25 +1934,0.53,Ideal,E,VVS1,61.8,55.0,3084,5.19,5.24,3.22 +5294,0.9,Good,E,SI1,63.8,56.0,3800,6.12,6.05,3.88 +51868,0.78,Ideal,J,VS1,61.4,57.0,2426,5.9,5.93,3.63 +50549,0.7,Very Good,G,SI1,62.8,57.0,2276,5.62,5.66,3.54 +7515,0.91,Premium,G,VS2,59.5,58.0,4241,6.34,6.26,3.75 +50360,0.72,Premium,G,SI1,60.6,62.0,2246,5.81,5.77,3.51 +12276,1.26,Good,J,VS2,63.2,57.3,5211,6.81,6.86,4.32 +42365,0.52,Premium,E,SI1,59.0,59.0,1303,5.3,5.21,3.1 +5543,0.93,Ideal,I,SI1,62.5,55.0,3856,6.23,6.29,3.91 +52006,0.7,Premium,E,SI1,61.2,60.0,2444,5.71,5.69,3.49 +13600,1.2,Ideal,G,SI2,58.9,60.0,5562,6.98,6.94,4.1 +21648,1.0,Very Good,D,VVS2,59.9,61.0,9740,6.42,6.5,3.87 +40682,0.5,Good,E,SI1,64.0,57.0,1155,5.04,4.99,3.21 +42393,0.54,Ideal,F,SI1,61.2,56.0,1307,5.23,5.29,3.22 +43982,0.32,Ideal,J,VS2,62.1,54.0,393,4.38,4.44,2.74 +4866,0.92,Very Good,G,SI2,62.4,60.0,3713,6.18,6.22,3.87 +26592,1.53,Ideal,G,VS1,60.5,57.0,16311,7.42,7.52,4.51 +18979,1.51,Very Good,J,SI1,60.9,59.0,7812,7.33,7.41,4.49 +28337,0.33,Premium,G,VS1,61.9,59.0,666,4.43,4.45,2.75 +33959,0.23,Very Good,E,VVS1,62.2,59.0,465,3.92,3.96,2.45 +31956,0.31,Ideal,I,VS2,61.4,55.0,452,4.35,4.41,2.69 +2257,0.77,Very Good,H,VS1,62.2,57.0,3152,5.81,5.86,3.63 +39556,0.32,Premium,G,VVS1,62.6,58.0,1080,4.41,4.38,2.75 +9325,1.03,Premium,F,SI1,60.9,60.0,4579,6.52,6.45,3.95 +45173,0.53,Very Good,G,VS1,59.6,58.0,1655,5.24,5.31,3.15 +11533,1.05,Very Good,H,SI1,63.2,56.0,5027,6.51,6.47,4.1 +1753,0.71,Ideal,G,VVS2,62.5,57.0,3042,5.73,5.7,3.57 +25296,1.58,Ideal,H,VS1,60.4,57.0,13950,7.55,7.65,4.59 +53522,0.82,Premium,F,SI2,59.5,62.0,2688,6.13,6.08,3.63 +48882,0.6,Premium,D,VS2,62.8,59.0,2037,5.39,5.35,3.37 +32511,0.4,Very Good,E,SI2,63.5,56.0,798,4.71,4.68,2.98 +46217,0.51,Very Good,G,VS1,62.4,60.0,1752,5.05,5.08,3.16 +8209,1.01,Good,F,SI1,65.5,58.0,4369,6.11,6.25,4.05 +5256,1.01,Very Good,I,SI2,61.4,63.0,3792,6.33,6.38,3.9 +24670,1.58,Premium,G,VS2,62.6,59.0,13014,7.44,7.47,4.67 +42579,0.43,Ideal,H,VS1,61.2,55.0,1329,4.87,4.9,2.99 +19444,1.06,Ideal,G,VS1,61.7,57.0,8093,6.52,6.57,4.04 +41292,0.36,Ideal,F,IF,61.7,55.0,1210,4.58,4.62,2.84 +37427,0.33,Ideal,G,IF,61.6,56.0,984,4.45,4.48,2.75 +37843,0.33,Ideal,D,VS2,62.3,57.0,1002,4.45,4.41,2.76 +11492,1.13,Very Good,F,SI1,61.0,58.0,5017,6.69,6.75,4.1 +34453,0.32,Premium,I,IF,61.9,59.0,864,4.39,4.37,2.71 +48814,0.7,Good,E,SI2,59.9,57.0,2026,5.75,5.8,3.46 +20165,1.52,Ideal,H,SI2,62.0,60.0,8620,7.31,7.37,4.55 +26245,1.51,Ideal,F,VS2,62.4,53.0,15688,7.37,7.32,4.58 +36413,0.31,Premium,E,VS1,61.0,58.0,942,4.39,4.37,2.67 +1093,0.73,Good,E,VS2,64.2,54.0,2912,5.68,5.72,3.66 +6789,0.96,Premium,E,SI2,62.6,60.0,4113,6.32,6.26,3.94 +40789,0.4,Ideal,F,VVS1,61.7,55.0,1168,4.77,4.79,2.95 +34124,0.31,Ideal,G,IF,60.5,61.0,853,4.39,4.4,2.66 +49660,0.71,Very Good,I,SI1,61.5,58.0,2141,5.67,5.72,3.5 +36302,0.32,Ideal,H,VVS1,62.2,56.0,936,4.38,4.37,2.72 +41397,0.42,Ideal,D,VVS2,61.7,53.0,1223,4.85,4.87,3.0 +12599,1.09,Premium,F,SI1,62.7,58.0,5287,6.51,6.56,4.1 +18169,1.25,Ideal,H,VS2,62.2,57.0,7365,6.92,6.88,4.29 +52793,0.71,Very Good,H,VS1,62.1,55.0,2569,5.71,5.72,3.55 +24838,2.11,Premium,H,SI2,61.0,58.0,13233,8.31,8.27,5.06 +30586,0.31,Ideal,D,VS2,61.6,55.0,734,4.36,4.37,2.69 +21797,1.11,Ideal,D,VS1,61.9,54.0,9870,6.63,6.68,4.12 +49234,0.7,Ideal,I,SI1,60.8,59.0,2083,5.74,5.78,3.5 +23369,0.23,Good,F,VVS2,62.3,61.0,425,3.93,3.94,2.45 +35173,0.31,Ideal,G,IF,61.3,54.0,891,4.38,4.4,2.69 +9677,1.52,Fair,H,I1,69.7,55.0,4648,6.92,6.89,4.81 +28848,0.41,Very Good,H,SI1,62.4,56.0,683,4.74,4.78,2.97 +14765,1.0,Premium,G,VS1,62.9,55.0,5940,6.39,6.33,4.0 +52666,0.74,Very Good,I,VVS2,61.0,59.0,2550,5.83,5.85,3.56 +38515,0.38,Ideal,F,VVS2,62.7,56.0,1033,4.61,4.64,2.9 +19723,1.21,Premium,H,IF,62.2,58.0,8294,6.8,6.83,4.24 +41464,0.41,Ideal,G,VVS1,61.7,55.0,1230,4.79,4.77,2.95 +53237,0.72,Ideal,I,VVS1,61.4,57.0,2642,5.77,5.8,3.55 +12082,1.06,Ideal,G,SI1,62.0,56.0,5159,6.52,6.55,4.05 +9036,0.36,Ideal,H,VS2,61.4,57.0,587,4.59,4.63,2.83 +46391,0.7,Premium,J,VVS2,60.6,58.0,1764,5.73,5.82,3.5 +3968,1.19,Very Good,E,I1,60.2,61.0,3508,6.87,6.91,4.15 +19518,1.06,Premium,G,VVS2,59.6,58.0,8149,6.65,6.61,3.95 +51117,0.76,Ideal,H,SI1,61.7,56.0,2338,5.87,5.84,3.61 +41105,0.46,Very Good,E,VS2,62.1,57.0,1194,4.89,4.93,3.05 +45828,0.5,Very Good,D,VS2,60.1,63.0,1712,5.13,5.09,3.07 +8887,0.9,Premium,G,VVS2,63.0,58.0,4486,6.15,6.07,3.85 +47149,0.53,Ideal,F,VS2,61.7,57.0,1832,5.23,5.21,3.22 +37175,0.32,Ideal,D,VS2,61.6,56.0,972,4.4,4.37,2.7 +35814,0.31,Ideal,F,IF,62.3,54.0,914,4.33,4.37,2.71 +47416,0.57,Ideal,G,VS1,61.3,56.0,1851,5.34,5.36,3.28 +9683,1.0,Ideal,I,SI1,61.5,57.0,4649,6.39,6.43,3.94 +37495,0.35,Premium,E,VS2,61.6,58.0,984,4.57,4.52,2.8 +34602,0.27,Very Good,E,VS1,60.4,59.0,470,4.18,4.2,2.53 +19652,1.7,Premium,H,SI2,59.8,61.0,8263,7.67,7.62,4.57 +41587,0.3,Ideal,I,VS2,62.1,58.0,389,4.27,4.29,2.66 +8975,1.0,Very Good,F,SI1,61.4,60.0,4504,6.35,6.38,3.91 +41525,0.42,Ideal,G,VVS1,60.6,56.0,1235,4.88,4.86,2.95 +13657,1.32,Premium,I,SI2,61.3,59.0,5588,7.01,6.95,4.28 +49780,0.7,Very Good,F,SI1,62.6,59.0,2161,5.64,5.7,3.55 +36816,0.51,Premium,I,SI2,60.4,59.0,956,5.2,5.17,3.13 +39273,0.31,Ideal,F,SI1,62.3,55.0,490,4.34,4.39,2.72 +44153,0.54,Good,F,VS2,60.6,61.0,1563,5.22,5.3,3.19 +21857,1.0,Premium,D,VVS2,63.0,59.0,9918,6.38,6.35,4.01 +42214,0.38,Ideal,D,VVS2,61.2,57.0,1289,4.66,4.68,2.86 +25490,2.2,Ideal,I,SI2,62.2,56.0,14277,8.34,8.29,5.18 +16162,1.23,Very Good,H,VS2,61.6,59.0,6459,6.84,6.86,4.22 +18704,0.35,Very Good,I,VVS2,61.3,56.0,620,4.52,4.54,2.78 +51180,0.6,Ideal,G,VVS2,62.0,57.0,2347,5.41,5.46,3.37 +17561,2.25,Fair,G,I1,64.9,58.0,7069,8.15,8.12,5.28 +9997,1.0,Premium,E,SI2,61.4,61.0,4704,6.41,6.36,3.92 +32512,0.4,Good,E,SI2,63.9,57.0,798,4.71,4.65,2.99 +18255,0.97,Very Good,G,VVS1,61.9,54.0,7415,6.33,6.36,3.93 +47782,0.76,Ideal,J,SI1,62.9,54.0,1896,5.82,5.85,3.67 +620,0.71,Premium,F,VS1,62.7,59.0,2839,5.7,5.62,3.55 +24741,1.77,Premium,I,VS1,62.2,58.0,13085,7.76,7.68,4.8 +34824,0.3,Ideal,H,VVS1,61.9,55.0,878,4.34,4.32,2.68 +38408,0.35,Premium,H,VVS1,62.1,58.0,1024,4.52,4.46,2.79 +2240,0.78,Ideal,E,SI1,62.1,58.0,3146,5.86,5.9,3.65 +12251,1.01,Ideal,G,SI1,60.8,56.0,5204,6.53,6.49,3.96 +13522,1.01,Good,H,SI1,60.1,61.0,5544,6.5,6.47,3.9 +4407,0.31,Good,D,SI1,63.9,54.0,571,4.27,4.3,2.74 +20491,1.21,Ideal,G,VS1,61.4,56.0,8824,6.84,6.9,4.22 +14208,1.31,Premium,I,VS1,62.8,57.0,5759,6.98,6.9,4.36 +17515,1.25,Ideal,I,VS1,61.4,58.0,7042,6.89,6.93,4.24 +40978,0.41,Ideal,D,VVS2,61.1,56.0,1181,4.81,4.78,2.93 +29271,0.31,Ideal,E,SI1,62.4,57.0,698,4.34,4.31,2.7 +51626,0.7,Premium,E,SI1,61.2,62.0,2396,6.65,5.73,3.48 +52627,0.36,Ideal,F,SI1,61.1,57.0,551,4.57,4.6,2.8 +47446,0.59,Very Good,E,VS2,61.7,60.0,1857,5.36,5.4,3.32 +29674,0.28,Very Good,E,VVS2,61.0,57.0,707,4.22,4.25,2.58 +27270,2.11,Ideal,I,VS2,62.2,55.0,17712,8.2,8.26,5.12 +28462,0.32,Very Good,H,VVS1,62.3,56.0,672,4.35,4.37,2.72 +17082,1.32,Very Good,I,SI1,62.1,57.0,6810,6.99,7.09,4.37 +38396,0.39,Premium,G,VVS2,60.7,61.0,1024,4.73,4.7,2.86 +23186,1.5,Very Good,E,SI1,64.0,58.0,11194,7.21,7.23,4.62 +31495,0.34,Ideal,G,VS2,62.0,56.0,765,4.5,4.47,2.78 +28773,0.33,Very Good,G,VS1,61.3,57.0,681,4.47,4.49,2.75 +17425,1.08,Premium,G,VS1,62.9,55.0,6982,6.6,6.53,4.13 +34952,0.29,Very Good,G,VS2,61.9,55.0,471,4.25,4.28,2.64 +31552,0.31,Ideal,D,VS1,61.6,55.0,766,4.37,4.4,2.7 +8031,1.0,Premium,F,SI2,62.9,56.0,4333,6.42,6.36,4.02 +3084,0.95,Very Good,J,VS2,63.5,56.0,3314,6.24,6.27,3.97 +387,0.7,Very Good,G,VS1,63.0,60.0,2812,5.57,5.64,3.53 +2538,0.9,Fair,D,SI2,64.7,59.0,3205,6.09,5.99,3.91 +15818,1.0,Good,D,SI1,64.1,56.0,6328,6.28,6.24,4.01 +39020,0.43,Premium,D,VS2,60.7,58.0,1056,4.84,4.88,2.95 +4600,1.02,Ideal,I,SI1,62.9,57.0,3656,6.41,6.37,4.02 +24494,2.0,Very Good,J,SI1,60.8,58.0,12768,7.99,8.07,4.88 +4923,1.1,Premium,J,SI2,59.6,59.0,3726,6.74,6.72,4.01 +31851,0.3,Good,G,VS1,63.6,54.0,776,4.31,4.25,2.72 +4985,1.01,Ideal,G,SI2,61.5,57.0,3739,6.42,6.46,3.96 +24748,1.71,Ideal,E,SI2,62.7,55.0,13097,7.69,7.62,4.8 +44284,0.51,Ideal,G,VS1,62.5,57.0,1577,5.08,5.1,3.18 +50036,0.71,Very Good,F,SI1,63.2,56.0,2198,5.66,5.61,3.56 +50970,0.72,Very Good,I,VS2,62.1,57.5,2326,5.72,5.74,3.57 +46373,0.58,Ideal,G,VS2,61.9,55.0,1761,5.33,5.36,3.31 +848,0.73,Ideal,G,VVS2,61.3,57.0,2869,5.84,5.81,3.57 +13512,1.01,Premium,D,SI1,60.0,60.0,5543,6.51,6.45,3.89 +10960,0.94,Very Good,D,SI1,58.4,58.0,4902,6.41,6.51,3.77 +17224,1.22,Ideal,I,VS1,62.9,54.0,6887,6.83,6.79,4.29 +14739,1.0,Ideal,E,SI1,62.9,56.0,5935,6.33,6.38,4.0 +23499,1.5,Good,G,VS2,63.8,56.0,11508,7.2,7.15,4.58 +23487,1.6,Premium,G,VS2,62.2,59.0,11489,7.45,7.48,4.64 +12857,1.1,Ideal,E,SI2,61.6,56.0,5359,6.66,6.63,4.09 +34030,0.4,Very Good,D,VS2,63.2,57.0,850,4.66,4.71,2.96 +38792,0.31,Premium,G,VVS1,60.4,59.0,1046,4.41,4.37,2.65 +24991,2.33,Very Good,H,SI2,63.2,56.0,13500,8.44,8.35,5.31 +15580,1.03,Ideal,D,SI1,61.9,57.0,6250,6.52,6.54,4.04 +28200,0.4,Premium,E,SI2,61.4,59.0,666,4.7,4.75,2.9 +19181,1.52,Good,G,SI2,63.1,58.0,7933,7.21,7.3,4.58 +2946,1.05,Premium,E,I1,62.2,61.0,3293,6.51,6.48,4.04 +17900,1.25,Very Good,H,VS2,62.9,60.0,7227,6.77,6.83,4.28 +6236,0.9,Good,F,SI1,62.6,58.0,4006,6.1,6.14,3.83 +31724,0.32,Very Good,G,VVS1,60.6,56.0,772,4.44,4.47,2.7 +50080,0.51,Ideal,F,VVS2,61.2,56.0,2203,5.19,5.17,3.17 +35125,0.35,Ideal,G,VVS1,61.7,56.0,887,4.54,4.57,2.81 +869,0.7,Good,E,SI1,61.4,64.0,2872,5.66,5.71,3.49 +40128,0.41,Ideal,F,VVS2,62.5,56.0,1115,4.72,4.75,2.96 +19523,1.13,Ideal,F,VS2,60.1,56.0,8157,6.76,6.84,4.09 +5732,1.09,Very Good,D,SI2,61.9,61.0,3890,6.54,6.58,4.06 +40997,0.42,Very Good,G,VVS2,58.5,63.0,1181,4.9,4.88,2.86 +18209,1.02,Premium,D,VS2,62.9,60.0,7389,6.42,6.37,4.02 +11819,1.0,Good,D,SI1,64.2,60.0,5093,6.22,6.28,4.01 +48074,0.56,Ideal,D,VS2,62.2,56.0,1929,5.28,5.26,3.28 +41307,0.38,Ideal,F,IF,61.5,56.0,1212,4.67,4.7,2.88 +42740,0.51,Ideal,E,SI1,61.7,55.0,1343,5.13,5.17,3.18 +49431,0.7,Ideal,H,SI1,61.1,58.0,2107,5.69,5.7,3.48 +40257,0.4,Premium,E,VS1,60.1,58.0,1125,4.76,4.72,2.85 +8503,1.04,Ideal,I,SI1,61.4,55.0,4423,6.5,6.59,4.02 +501,0.71,Ideal,D,SI1,60.2,56.0,2822,5.86,5.83,3.52 +38737,0.45,Ideal,I,IF,62.0,54.0,1043,4.94,4.97,3.07 +42481,0.43,Ideal,G,IF,61.3,56.0,1318,4.86,4.9,2.99 +37747,0.31,Premium,F,VVS1,59.2,62.0,997,4.41,4.34,2.59 +21123,1.02,Ideal,G,VVS2,61.8,56.0,9286,6.42,6.46,3.98 +43183,0.59,Very Good,I,VS2,62.4,58.4,1392,5.3,5.36,3.32 +26117,2.06,Premium,I,VS1,58.4,55.0,15393,8.42,8.35,4.9 +14791,1.02,Good,G,VS1,64.3,57.0,5951,6.28,6.34,4.06 +34067,0.36,Premium,D,SI1,61.5,59.0,851,4.55,4.52,2.79 +32477,0.34,Very Good,F,VS1,61.1,60.0,795,4.46,4.51,2.74 +25434,2.04,Premium,H,SI2,62.8,58.0,14184,8.11,8.06,5.08 +16837,1.26,Ideal,H,SI1,61.0,56.0,6715,7.0,7.04,4.28 +6593,1.01,Good,G,SI2,63.5,58.0,4079,6.34,6.39,4.04 +53423,0.71,Premium,G,VS2,60.3,60.0,2671,5.76,5.81,3.49 +13624,1.08,Good,E,SI1,58.4,60.0,5575,6.71,6.74,3.93 +39893,0.42,Ideal,F,VS1,61.4,57.0,1103,4.83,4.78,2.95 +18827,1.3,Premium,H,VS1,61.5,58.0,7714,6.96,6.98,4.29 +7629,1.09,Ideal,H,SI2,62.0,57.0,4264,6.61,6.55,4.08 +30017,0.42,Premium,G,SI1,62.7,59.0,717,4.72,4.75,2.97 +40684,0.5,Premium,E,SI1,61.4,59.0,1155,5.09,5.01,3.1 +39052,0.54,Ideal,I,SI1,62.1,54.0,1057,5.24,5.26,3.26 +31014,0.35,Good,F,SI1,63.6,54.0,748,4.52,4.51,2.87 +40830,0.32,Very Good,D,IF,62.0,56.0,1171,4.39,4.43,2.73 +13118,1.02,Very Good,F,SI1,59.4,60.0,5430,6.48,6.59,3.88 +28771,0.31,Ideal,E,VS2,61.9,55.0,680,4.34,4.39,2.7 +10201,1.08,Ideal,H,SI1,62.7,57.0,4740,6.48,6.51,4.07 +22022,0.35,Ideal,I,VVS1,61.6,55.0,628,4.55,4.58,2.81 +6949,0.91,Very Good,H,VVS2,63.6,56.0,4143,6.11,6.13,3.89 +45714,0.56,Ideal,G,VS2,62.0,56.0,1698,5.3,5.28,3.28 +52724,0.76,Very Good,H,SI1,61.4,57.0,2557,5.89,5.94,3.63 +11933,1.09,Premium,E,SI2,60.9,59.0,5127,6.75,6.61,4.07 +21103,1.69,Premium,F,SI2,62.4,58.0,9275,7.65,7.57,4.75 +21339,2.04,Very Good,J,SI2,63.4,55.0,9482,8.07,8.04,5.11 +31167,0.41,Good,E,SI1,63.9,58.0,755,4.7,4.72,3.01 +1262,0.73,Ideal,D,SI1,61.2,57.0,2947,5.79,5.81,3.55 +9943,1.01,Ideal,H,SI2,61.1,56.0,4693,6.44,6.48,3.95 +40755,0.4,Premium,F,VVS2,62.2,59.0,1163,4.7,4.65,2.91 +19973,1.16,Very Good,E,VS2,62.1,58.0,8520,6.63,6.7,4.14 +10374,1.15,Premium,G,SI1,62.0,58.0,4776,6.68,6.77,4.17 +21856,1.19,Ideal,G,VS1,62.4,54.0,9918,6.78,6.81,4.24 +47070,0.52,Ideal,D,VS2,61.8,55.0,1822,5.16,5.19,3.2 +51505,0.75,Very Good,E,SI2,60.9,59.0,2383,5.83,5.9,3.57 +47533,0.59,Very Good,H,VVS1,63.7,56.0,1870,5.35,5.38,3.42 +20555,1.6,Premium,J,VS1,61.3,59.0,8870,7.49,7.52,4.6 +10366,1.01,Ideal,H,SI1,62.9,55.0,4773,6.35,6.4,4.01 +5208,1.0,Fair,J,SI1,64.7,52.0,3780,6.35,6.3,4.09 +53856,0.51,Ideal,D,VVS2,61.3,57.0,2742,5.17,5.14,3.16 +27498,2.07,Premium,I,VS2,61.2,58.0,18193,8.18,8.2,5.01 +47383,0.54,Premium,G,VS1,61.1,59.0,1847,5.26,5.22,3.2 +10225,1.0,Premium,F,VS2,58.7,56.0,4743,6.46,6.42,3.78 +51999,0.76,Premium,F,SI1,62.5,59.0,2443,5.79,5.77,3.61 +8411,0.9,Ideal,H,VS2,61.9,58.0,4403,6.2,6.24,3.85 +27303,2.72,Ideal,J,SI2,62.1,56.0,17801,8.97,8.93,5.56 +30722,0.41,Very Good,D,VS2,62.1,56.0,738,4.76,4.77,2.96 +50640,0.23,Very Good,F,VS1,61.9,58.0,402,3.9,4.02,2.45 +46789,0.5,Good,E,VS1,58.2,61.0,1806,5.19,5.22,3.03 +12611,1.04,Very Good,F,SI1,60.1,62.0,5290,6.54,6.6,3.95 +48483,0.51,Good,E,VVS2,62.0,60.5,1980,5.05,5.08,3.15 +2053,0.32,Premium,G,VS2,62.0,58.0,561,4.33,4.38,2.7 +43895,0.33,Ideal,J,VVS1,62.1,54.0,509,4.45,4.47,2.77 +27453,1.7,Very Good,G,VS2,61.9,55.0,18107,7.64,7.68,4.74 +659,0.8,Good,H,VS2,63.4,60.0,2845,5.92,5.82,3.72 +28927,0.3,Premium,G,VVS2,61.2,58.0,684,4.32,4.34,2.65 +12896,1.2,Very Good,D,SI2,63.1,57.0,5373,6.68,6.75,4.24 +886,0.9,Premium,J,SI1,60.9,61.0,2873,6.26,6.22,3.8 +39410,0.41,Premium,F,VS1,59.9,58.0,1076,4.84,4.81,2.89 +10795,1.0,Ideal,D,SI1,60.2,57.0,4861,6.54,6.48,3.92 +12952,1.01,Ideal,H,SI1,61.2,57.0,5387,6.42,6.47,3.95 +27274,2.0,Premium,I,VS2,61.8,56.0,17716,8.11,8.04,4.99 +3981,1.0,Fair,H,SI1,65.5,57.0,3511,6.26,6.21,4.08 +23517,1.57,Premium,F,SI1,62.0,58.0,11523,7.47,7.41,4.61 +37057,0.43,Ideal,I,VVS1,62.2,57.0,968,4.84,4.81,3.0 +18083,1.5,Very Good,J,VS2,60.5,63.0,7308,7.32,7.27,4.41 +53728,0.78,Fair,E,SI2,66.9,57.0,2721,5.7,5.66,3.6 +38104,0.36,Premium,E,VS2,61.3,60.0,1013,4.59,4.55,2.8 +19711,1.21,Ideal,H,VVS1,62.8,55.0,8286,6.78,6.82,4.27 +14406,1.2,Good,I,VS1,61.7,62.0,5818,6.65,6.74,4.13 +45703,0.56,Ideal,I,VVS1,62.0,56.0,1698,5.29,5.26,3.27 +10484,0.9,Ideal,F,SI1,61.8,58.0,4795,6.21,6.24,3.85 +33469,0.32,Ideal,F,VS2,61.2,56.0,828,4.44,4.41,2.71 +33416,0.32,Premium,H,VVS2,60.2,60.0,828,4.48,4.45,2.69 +44274,0.52,Ideal,E,VS2,60.4,57.0,1576,5.17,5.22,3.14 +2556,0.8,Very Good,H,VS1,61.7,62.0,3209,5.89,5.94,3.65 +6536,0.95,Premium,E,SI2,60.7,59.0,4070,6.36,6.3,3.84 +20299,1.2,Very Good,G,VVS2,62.4,56.0,8712,6.68,6.74,4.19 +24442,1.51,Premium,G,VS2,59.6,57.0,12696,7.52,7.49,4.47 +52518,0.77,Premium,G,SI1,62.6,58.0,2528,5.85,5.88,3.67 +4225,0.83,Ideal,H,VVS1,61.7,57.0,3570,6.02,6.07,3.73 +8481,1.01,Very Good,F,SI2,62.8,60.0,4416,6.33,6.4,4.0 +8133,1.01,Very Good,E,SI2,61.8,56.0,4355,6.42,6.5,3.99 +21640,1.63,Good,I,SI1,63.7,58.0,9730,7.48,7.4,4.74 +3338,0.92,Premium,G,SI2,62.3,59.0,3377,6.15,6.2,3.85 +46556,0.51,Ideal,E,VS2,62.2,57.0,1781,5.11,5.08,3.17 +33022,0.3,Ideal,D,VVS2,61.7,57.0,814,4.33,4.36,2.68 +354,0.74,Premium,F,VS2,61.7,58.0,2805,5.85,5.78,3.59 +4911,0.9,Very Good,F,SI1,61.6,56.0,3724,6.14,6.2,3.8 +49995,0.58,Premium,E,VS1,61.8,55.0,2192,5.39,5.35,3.32 +3004,0.71,Ideal,E,VS2,62.1,55.0,3304,5.72,5.75,3.56 +6007,1.01,Good,I,SI1,63.6,55.0,3959,6.39,6.31,4.04 +53414,0.8,Very Good,H,SI1,62.3,59.0,2670,5.95,6.0,3.72 +16186,1.22,Ideal,I,VS1,62.3,57.0,6469,6.81,6.85,4.25 +36510,0.35,Ideal,F,VVS1,61.8,54.0,945,4.53,4.56,2.81 +32226,0.31,Ideal,G,VVS1,61.9,54.0,789,4.38,4.41,2.72 +25426,1.51,Very Good,F,VS2,62.5,58.0,14165,7.22,7.33,4.55 +48032,0.5,Very Good,H,IF,61.4,61.0,1923,5.14,5.03,3.12 +16454,1.35,Very Good,I,SI1,59.5,58.0,6573,7.28,7.17,4.3 +33820,0.32,Ideal,E,VVS2,60.8,57.0,842,4.42,4.46,2.7 +51464,1.2,Fair,I,I1,65.1,55.0,2376,6.65,6.59,4.31 +5281,0.82,Ideal,F,VS2,61.5,57.0,3798,6.01,6.05,3.71 +52644,0.24,Very Good,E,VVS2,63.1,56.0,552,3.92,3.97,2.49 +31219,0.32,Very Good,D,SI1,63.3,57.0,756,4.38,4.37,2.77 +53635,0.3,Ideal,D,SI1,61.6,56.0,552,4.3,4.34,2.66 +9544,1.5,Good,I,I1,62.6,63.0,4620,7.19,7.25,4.52 +43264,0.3,Very Good,J,VS1,63.3,60.0,506,4.25,4.22,2.68 +22476,1.55,Premium,G,VS2,60.5,60.0,10499,7.49,7.46,4.52 +5474,1.02,Good,E,SI2,62.8,64.0,3838,6.36,6.32,3.98 +25042,0.3,Ideal,F,SI1,62.3,54.0,641,4.3,4.27,2.67 +11757,1.03,Premium,H,VS2,62.4,58.0,5078,6.47,6.39,4.01 +51925,0.7,Fair,E,VS2,65.7,55.0,2437,5.45,5.51,3.6 +47550,0.52,Ideal,F,VS1,62.3,55.0,1872,5.21,5.16,3.23 +41672,0.4,Ideal,G,VS2,62.0,56.0,1240,4.73,4.78,2.95 +49986,0.74,Good,F,SI2,59.3,61.0,2190,5.87,5.97,3.51 +39714,0.41,Fair,D,VVS2,64.5,57.0,1089,4.68,4.65,3.01 +29045,0.42,Ideal,E,SI2,62.7,55.2,687,4.78,4.79,3.0 +20306,1.24,Ideal,H,VS1,61.0,57.0,8719,6.91,6.95,4.23 +19783,1.21,Ideal,F,VS2,61.5,56.0,8348,6.87,6.83,4.21 +27414,1.76,Very Good,G,VS1,62.8,55.4,18014,7.7,7.74,4.85 +22261,1.51,Very Good,H,SI1,62.8,55.0,10314,7.29,7.32,4.59 +5975,0.9,Premium,F,SI2,59.7,60.0,3951,6.25,6.22,3.72 +21581,1.33,Premium,G,VS2,58.6,61.0,9682,7.21,7.17,4.21 +32355,0.36,Ideal,E,VS2,61.2,56.0,789,4.59,4.63,2.82 +9442,0.9,Ideal,H,VS1,61.6,56.0,4592,6.17,6.13,3.79 +53180,0.73,Ideal,G,SI1,61.4,58.0,2630,5.77,5.79,3.55 +49150,0.57,Ideal,E,VS1,61.4,57.0,2068,5.37,5.32,3.28 +9054,0.34,Ideal,I,SI1,61.9,57.0,589,4.52,4.49,2.79 +5187,0.8,Ideal,H,IF,61.1,56.0,3774,6.02,5.96,3.66 +39301,0.38,Premium,E,VS1,60.7,59.0,1069,4.7,4.65,2.84 +28186,0.4,Premium,D,SI2,61.7,58.0,666,4.69,4.74,2.91 +47278,0.51,Ideal,D,VS1,61.7,54.0,1845,5.15,5.12,3.17 +3090,0.71,Ideal,D,SI1,62.3,56.0,3316,5.72,5.7,3.56 +34627,0.31,Ideal,E,VS2,61.0,56.0,872,4.41,4.38,2.68 +49278,0.54,Ideal,G,VVS2,61.8,56.0,2090,5.25,5.23,3.24 +26906,2.14,Very Good,I,VS2,59.7,57.0,16914,8.41,8.48,5.04 +28226,0.33,Good,G,VS1,63.1,57.0,666,4.38,4.4,2.77 +23558,1.51,Premium,E,SI1,61.5,61.0,11565,7.41,7.31,4.53 +22776,1.86,Very Good,J,VS2,62.5,55.0,10798,7.81,7.9,4.91 +52289,0.58,Good,F,VVS2,62.2,61.0,2494,5.37,5.44,3.36 +3904,0.73,Very Good,E,VS1,61.5,57.0,3492,5.78,5.83,3.57 +27214,1.45,Very Good,D,VVS2,62.0,56.0,17545,7.25,7.32,4.52 +28485,0.35,Premium,E,SI2,59.9,61.0,672,4.59,4.56,2.74 +20599,1.51,Good,H,VS2,63.6,61.0,8904,7.08,7.03,4.49 +12798,1.34,Very Good,J,SI2,62.7,56.0,5335,7.05,7.08,4.43 +25906,2.1,Ideal,H,SI1,61.7,53.0,15035,8.3,8.19,5.09 +24532,1.81,Very Good,I,VS2,62.7,58.0,12822,7.68,7.77,4.84 +19157,1.02,Ideal,F,VS1,61.5,56.0,7916,6.47,6.5,3.99 +45935,0.51,Very Good,D,VS2,63.2,56.0,1722,5.04,5.08,3.2 +17847,1.07,Ideal,G,VS1,61.8,55.0,7198,6.59,6.55,4.06 +19980,1.51,Ideal,J,VS1,61.9,56.0,8524,7.41,7.35,4.57 +26328,2.01,Good,G,SI2,63.6,59.0,15832,7.95,8.0,5.07 +19082,2.5,Fair,G,I1,64.7,57.0,7854,8.48,8.44,5.47 +42661,0.4,Ideal,G,IF,62.2,55.0,1333,4.73,4.76,2.95 +26230,2.0,Premium,I,VS2,59.5,62.0,15651,8.21,8.13,4.86 +17531,1.0,Premium,F,VS1,62.0,59.0,7056,6.42,6.35,3.96 +5995,1.11,Very Good,I,SI2,61.2,61.0,3956,6.65,6.69,4.08 +17461,1.3,Premium,D,SI2,60.2,59.0,7002,7.0,7.05,4.23 +31690,0.4,Very Good,H,VS1,61.8,53.0,770,4.76,4.78,2.95 +49100,0.64,Fair,F,VS2,57.0,62.5,2063,5.67,5.78,3.26 +8156,0.9,Very Good,G,VS1,62.4,55.0,4358,6.11,6.17,3.83 +6566,0.9,Ideal,G,SI2,60.6,55.0,4077,6.27,6.33,3.82 +23192,2.0,Premium,F,SI2,60.6,62.0,11198,8.19,7.84,4.86 +5985,1.01,Very Good,J,SI1,58.9,59.0,3952,6.56,6.62,3.88 +28854,0.41,Very Good,H,SI1,61.4,60.0,683,4.73,4.78,2.92 +18641,1.0,Very Good,E,VS2,62.9,57.0,7607,6.33,6.35,3.99 +33159,0.31,Ideal,H,IF,62.1,54.0,816,4.33,4.37,2.7 +24347,1.21,Ideal,F,VVS1,62.0,58.0,12613,6.82,6.86,4.24 +53272,0.7,Ideal,H,VS1,62.0,59.0,2648,5.68,5.71,3.53 +8966,1.03,Very Good,F,SI2,61.4,57.0,4503,6.53,6.6,4.03 +41815,0.43,Ideal,F,VVS2,62.2,55.0,1250,4.85,4.83,3.01 +34925,0.26,Good,F,VS1,62.5,56.0,373,4.06,4.1,2.55 +52116,0.56,Ideal,F,VVS2,61.9,56.0,2462,5.29,5.32,3.28 +47173,0.7,Very Good,J,SI1,58.4,62.0,1836,5.85,5.87,3.42 +32948,0.34,Ideal,I,SI1,61.9,57.0,459,4.44,4.48,2.76 +36787,0.34,Premium,E,VS2,58.8,59.0,956,4.59,4.56,2.69 +42866,0.54,Very Good,E,SI1,60.2,58.0,1358,5.23,5.37,3.19 +45788,0.64,Ideal,J,VVS2,62.4,57.0,1709,5.48,5.51,3.43 +43502,0.53,Good,E,VS2,58.6,62.0,1422,5.26,5.32,3.1 +18499,1.51,Fair,H,VS2,64.9,53.0,7534,7.28,7.24,4.71 +14690,1.08,Good,D,SI1,63.8,59.0,5927,6.47,6.39,4.1 +29140,0.33,Ideal,D,VS2,61.8,55.0,692,4.43,4.44,2.74 +15981,1.0,Fair,F,VS1,65.3,59.0,6397,6.25,6.21,4.07 +14689,1.29,Ideal,H,SI2,62.1,57.0,5926,6.95,6.93,4.31 +11917,1.07,Ideal,H,SI1,60.9,57.0,5123,6.68,6.61,4.05 +44871,0.63,Ideal,G,SI1,62.0,55.0,1628,5.49,5.54,3.42 +37552,0.31,Premium,E,VVS1,61.3,58.0,988,4.39,4.36,2.68 +32170,0.3,Premium,G,VS1,62.5,59.0,787,4.32,4.25,2.68 +17610,1.02,Ideal,F,VS1,60.7,56.0,7091,6.53,6.61,3.99 +45091,0.59,Ideal,D,SI1,62.5,55.0,1646,5.4,5.42,3.38 +38983,0.39,Ideal,F,VS2,60.0,57.0,1053,4.76,4.7,2.84 +21624,1.76,Ideal,I,SI2,61.2,55.0,9714,7.79,7.76,4.76 +29334,0.31,Ideal,H,VS1,62.1,54.0,698,4.37,4.3,2.69 +42806,0.59,Ideal,J,VS2,60.8,57.0,1352,5.47,5.42,3.31 +4835,0.77,Ideal,H,VVS2,61.3,56.0,3707,5.91,5.94,3.63 +40751,0.4,Ideal,F,VVS2,61.7,56.0,1163,4.74,4.72,2.92 +13042,0.36,Very Good,F,SI1,61.9,59.0,600,4.51,4.54,2.8 +8267,0.9,Good,D,SI1,63.3,57.0,4381,6.07,6.12,3.86 +46575,0.56,Ideal,E,SI1,62.8,58.0,1784,5.31,5.26,3.32 +3014,0.76,Ideal,D,VS2,61.8,57.0,3306,5.85,5.9,3.63 +25282,1.24,Ideal,D,VVS2,62.6,55.0,13929,6.94,6.89,4.33 +43146,0.52,Very Good,E,SI1,62.9,59.0,1389,5.12,5.15,3.23 +11153,1.01,Premium,H,SI1,61.8,60.0,4943,6.44,6.38,3.96 +3017,0.73,Very Good,E,VS2,61.5,58.0,3307,5.71,5.8,3.54 +31632,0.3,Ideal,H,SI1,60.9,58.0,450,4.31,4.33,2.63 +49302,0.32,Very Good,G,SI1,62.0,58.5,540,4.36,4.41,2.72 +5447,1.0,Fair,H,SI1,55.2,64.0,3830,6.69,6.64,3.68 +31291,0.32,Ideal,D,VS2,61.1,56.0,758,4.39,4.41,2.69 +51997,0.7,Good,I,VS1,61.1,61.0,2443,5.65,5.7,3.47 +38344,0.32,Premium,G,IF,61.8,55.0,1020,4.45,4.39,2.73 +27731,2.08,Ideal,H,SI1,58.7,60.0,18760,8.36,8.4,4.92 +52698,0.7,Very Good,E,VS2,62.8,57.0,2553,5.66,5.68,3.56 +4216,0.9,Premium,D,SI1,61.7,56.0,3568,6.16,6.09,3.78 +6807,1.0,Premium,E,SI2,62.6,60.0,4116,6.35,6.33,3.97 +35877,0.48,Ideal,F,SI2,61.0,57.0,918,5.05,5.08,3.09 +25361,0.28,Very Good,F,VVS1,62.9,57.0,642,4.13,4.17,2.61 +38086,0.3,Ideal,E,VVS2,61.8,56.0,1013,4.35,4.33,2.68 +50729,0.7,Ideal,H,SI1,62.2,55.0,2294,5.67,5.71,3.54 +51565,0.62,Premium,H,IF,58.9,58.0,2389,5.65,5.58,3.31 +28491,0.29,Ideal,G,VVS1,61.5,56.0,673,4.25,4.28,2.62 +22866,1.5,Ideal,I,VVS2,60.3,57.0,10907,7.43,7.47,4.49 +15612,1.0,Ideal,E,VS2,62.0,56.0,6261,6.42,6.36,3.96 +6950,1.0,Premium,F,SI1,59.0,59.0,4144,6.55,6.5,3.85 +51857,0.79,Very Good,I,SI1,62.5,57.0,2425,5.89,5.91,3.69 +37342,0.31,Ideal,D,VVS2,61.6,56.0,982,4.38,4.34,2.69 +18405,1.4,Premium,F,SI2,59.9,60.0,7479,7.38,7.29,4.39 +30565,0.31,Premium,E,VS1,61.1,58.0,734,4.34,4.37,2.66 +16256,1.35,Ideal,H,VS2,61.6,55.0,6502,7.08,7.02,4.34 +15549,1.23,Very Good,F,SI2,61.9,58.0,6233,6.77,6.79,4.2 +51114,0.52,Ideal,G,VVS2,61.7,55.0,2338,5.21,5.23,3.22 +24325,1.01,Very Good,D,IF,63.3,55.0,12581,6.36,6.28,4.0 +7165,0.9,Premium,G,VS2,60.9,58.0,4183,6.34,6.19,3.79 +17551,1.05,Ideal,G,VS1,62.0,56.0,7063,6.53,6.47,4.03 +40320,0.4,Ideal,D,VS2,60.5,57.0,1125,4.8,4.76,2.89 +8066,0.37,Premium,J,VS2,60.7,60.0,583,4.68,4.65,2.83 +51797,0.7,Good,F,VS2,63.9,53.0,2415,5.65,5.61,3.6 +19209,1.07,Premium,D,VS2,60.9,59.0,7954,6.63,6.58,4.02 +24925,2.13,Premium,I,SI1,62.5,60.0,13370,8.18,8.13,5.1 +35082,0.37,Ideal,E,VS1,61.6,54.7,886,4.61,4.63,2.85 +18053,0.3,Ideal,F,VS1,62.3,54.0,615,4.31,4.33,2.69 +22695,0.4,Very Good,G,SI2,62.9,57.0,630,4.68,4.7,2.95 +7529,1.01,Ideal,D,SI2,62.0,57.0,4242,6.42,6.38,3.97 +45693,0.51,Ideal,E,VS1,61.8,55.0,1697,5.15,5.18,3.19 +19497,1.52,Ideal,J,SI1,61.9,56.0,8131,7.37,7.41,4.57 +16478,1.2,Ideal,H,VS2,62.6,56.0,6586,6.76,6.73,4.22 +52720,0.79,Premium,F,SI2,62.2,57.0,2555,5.94,5.9,3.68 +5540,0.91,Fair,D,SI1,64.4,60.0,3855,6.08,6.04,3.9 +43967,0.32,Very Good,H,SI2,63.1,56.0,517,4.37,4.34,2.75 +32658,0.31,Good,H,VVS2,63.6,56.0,802,4.33,4.28,2.74 +45104,0.52,Ideal,H,VS1,61.1,57.0,1648,5.17,5.22,3.17 +40339,0.45,Very Good,E,VS2,61.8,58.0,1129,4.9,4.94,3.04 +28093,0.31,Premium,F,SI1,62.7,58.0,663,4.33,4.31,2.71 +31004,0.41,Good,H,SI1,64.3,54.0,748,4.72,4.68,3.02 +44149,0.51,Ideal,H,VS2,61.7,56.0,1563,5.13,5.18,3.18 +14362,1.01,Very Good,D,SI1,61.6,59.0,5815,6.42,6.47,3.97 +32818,0.34,Ideal,D,VS2,61.4,56.0,805,4.5,4.53,2.77 +5058,0.31,Ideal,G,VS2,61.4,57.0,574,4.35,4.38,2.68 +36555,0.4,Premium,E,SI1,60.9,60.0,945,4.77,4.75,2.9 +53481,0.71,Ideal,E,SI1,62.4,56.0,2681,5.68,5.7,3.55 +51808,0.71,Good,E,VS2,63.2,57.0,2416,5.63,5.66,3.56 +6827,1.01,Very Good,J,VS2,59.3,59.0,4120,6.5,6.58,3.88 +9510,0.9,Premium,D,SI1,62.2,58.0,4612,6.18,6.11,3.82 +20644,1.1,Ideal,G,VVS2,62.0,56.0,8932,6.68,6.64,4.13 +280,0.72,Good,F,VS1,60.7,60.0,2795,5.74,5.72,3.48 +3183,0.91,Good,G,SI2,63.3,57.0,3340,6.08,6.12,3.86 +26201,1.51,Premium,F,VS1,61.7,59.0,15581,7.33,7.29,4.51 +30859,0.33,Premium,G,VS2,60.8,58.0,743,4.47,4.45,2.71 +23818,1.22,Ideal,F,VVS2,62.7,54.0,11880,6.79,6.84,4.27 +45915,0.53,Ideal,E,VS2,60.0,57.0,1721,5.24,5.3,3.16 +5884,1.02,Very Good,H,SI2,62.4,59.0,3927,6.37,6.42,3.99 +19737,1.02,Ideal,E,VS1,62.2,54.0,8303,6.43,6.46,4.01 +13900,1.01,Premium,E,SI1,59.2,60.0,5656,6.56,6.51,3.87 +14530,1.21,Very Good,I,VS1,59.4,60.0,5865,6.9,6.97,4.12 +8808,1.31,Premium,J,SI1,60.7,58.0,4475,7.11,7.06,4.3 +26350,0.32,Premium,F,VS2,60.6,59.0,645,4.4,4.44,2.68 +7600,1.01,Premium,F,SI2,61.8,56.0,4257,6.43,6.38,3.96 +4014,0.79,Very Good,F,SI1,62.9,57.0,3519,5.86,5.94,3.71 +52154,0.7,Very Good,F,VS2,62.9,57.0,2473,5.59,5.63,3.53 +20530,1.51,Good,H,SI1,62.2,61.0,8854,7.25,7.32,4.53 +35365,0.38,Premium,H,VS2,60.6,58.0,898,4.7,4.68,2.84 +24797,1.62,Premium,F,SI1,62.6,58.0,13177,7.48,7.53,4.7 +52066,0.7,Ideal,F,SI1,62.6,57.0,2453,5.59,5.62,3.51 +34947,0.3,Good,H,SI2,63.2,55.0,378,4.26,4.29,2.7 +41542,0.42,Premium,D,VS1,60.8,60.0,1235,4.87,4.84,2.95 +27253,1.34,Premium,E,IF,61.8,58.0,17663,7.15,7.08,4.4 +14676,1.21,Very Good,D,SI2,60.9,58.0,5922,6.83,6.89,4.18 +7279,1.0,Premium,H,SI2,62.7,58.0,4200,6.33,6.31,3.96 +4777,1.11,Premium,I,SI2,61.3,59.0,3692,6.69,6.63,4.09 +25737,1.26,Premium,D,VVS2,60.5,58.0,14663,6.99,7.03,4.24 +7888,1.0,Very Good,E,SI2,60.7,59.0,4311,6.38,6.44,3.89 +41047,0.5,Ideal,J,VS2,61.6,56.0,1188,5.08,5.14,3.15 +34082,0.36,Premium,D,VS2,59.1,58.0,852,4.63,4.68,2.75 +40550,0.4,Ideal,E,VS2,61.4,57.0,1150,4.78,4.75,2.92 +18914,1.05,Ideal,E,VS1,62.6,57.0,7762,6.5,6.44,4.05 +40388,0.42,Ideal,D,VS1,61.8,56.0,1132,4.82,4.86,2.99 +49941,0.63,Very Good,G,VVS2,63.3,59.2,2188,5.42,5.44,3.44 +38323,0.5,Very Good,F,SI2,62.5,56.0,1020,5.05,5.09,3.17 +6864,0.89,Ideal,F,SI1,62.1,55.0,4127,6.15,6.18,3.83 +20276,1.21,Ideal,G,VS1,61.1,58.0,8699,6.9,6.87,4.21 +25564,2.35,Premium,J,VS1,60.7,60.0,14399,8.64,8.6,5.23 +8190,1.04,Premium,H,SI1,60.4,59.0,4368,6.59,6.55,3.97 +53722,0.78,Very Good,G,SI1,63.0,58.0,2721,5.82,5.86,3.68 +51602,0.7,Premium,H,VS2,60.7,59.0,2394,5.66,5.68,3.44 +34977,0.23,Good,E,VVS1,64.4,57.0,472,3.87,3.9,2.5 +1072,0.31,Very Good,I,VS2,63.1,54.0,558,4.34,4.31,2.73 +23003,1.47,Very Good,G,VS2,62.7,56.0,11060,7.15,7.18,4.49 +15378,0.35,Ideal,I,SI1,61.3,54.0,606,4.56,4.51,2.78 +47294,0.3,Premium,J,VS1,62.6,58.0,394,4.27,4.32,2.69 +10531,1.01,Premium,G,SI1,62.1,56.0,4805,6.42,6.36,3.97 +12465,1.27,Ideal,I,SI2,62.1,56.0,5249,6.96,6.92,4.31 +8549,1.01,Good,H,SI1,63.1,60.0,4432,6.37,6.41,4.03 +53634,0.3,Ideal,D,SI1,61.9,54.0,552,4.32,4.34,2.68 +53525,0.71,Very Good,G,VS2,61.3,59.0,2690,5.72,5.76,3.52 +30232,0.33,Ideal,E,VS2,62.3,57.0,723,4.4,4.43,2.75 +2090,0.71,Very Good,H,IF,63.0,57.0,3112,5.63,5.7,3.57 +33094,0.37,Ideal,H,VVS1,61.9,54.0,815,4.63,4.65,2.87 +15905,1.29,Premium,J,VVS2,62.6,59.0,6356,6.98,6.91,4.35 +50779,0.54,Ideal,D,VVS2,61.2,55.0,2302,5.25,5.31,3.23 +18277,1.17,Ideal,G,VS2,62.0,57.0,7423,6.74,6.78,4.19 +13814,1.25,Very Good,J,VS1,60.4,60.0,5628,6.99,7.08,4.25 +47117,0.79,Very Good,J,SI1,58.8,62.0,1828,6.01,6.03,3.54 +15756,1.15,Ideal,I,SI1,61.8,55.0,6300,6.73,6.76,4.17 +19842,1.21,Very Good,F,VS2,62.9,54.0,8403,6.78,6.82,4.28 +10965,1.06,Premium,G,SI1,59.6,58.0,4903,6.73,6.67,3.99 +1006,0.79,Ideal,G,SI1,62.3,57.0,2898,5.9,5.85,3.66 +25272,2.06,Premium,I,SI2,61.0,61.0,13912,8.18,8.1,5.02 +15817,1.18,Ideal,E,SI2,60.9,57.0,6328,6.86,6.89,4.19 +43498,0.54,Good,G,VS2,63.6,56.0,1422,5.14,5.17,3.28 +4527,0.74,Ideal,G,VS1,61.2,56.0,3635,5.83,5.86,3.58 +50217,0.7,Very Good,F,SI1,62.2,58.0,2230,5.66,5.69,3.53 +20832,1.52,Premium,I,VS2,59.0,59.0,9057,7.53,7.46,4.42 +9711,0.34,Very Good,H,VS1,62.3,57.0,590,4.45,4.48,2.78 +40293,0.4,Ideal,H,VVS2,62.2,56.0,1125,4.75,4.7,2.94 +14254,1.03,Premium,F,VS2,62.6,58.0,5774,6.45,6.4,4.02 +28508,0.3,Fair,G,VS1,64.4,61.0,673,4.2,4.16,2.69 +43358,0.56,Very Good,G,SI1,61.1,56.0,1408,5.32,5.34,3.26 +40846,0.46,Premium,E,VS2,61.5,60.0,1173,4.95,4.91,3.03 +38828,0.42,Ideal,H,VS1,61.2,57.0,1048,4.87,4.8,2.96 +4475,1.1,Ideal,F,I1,61.3,56.9,3623,6.62,6.68,4.08 +36313,0.32,Premium,H,VVS1,62.9,58.0,936,4.37,4.34,2.74 +36278,0.3,Ideal,G,SI1,62.3,57.0,477,4.29,4.31,2.68 +49479,0.61,Ideal,E,VS2,59.7,57.0,2115,5.57,5.52,3.31 +4783,1.21,Premium,J,VS2,59.0,60.0,3694,6.93,6.88,4.07 +48958,0.7,Very Good,H,SI1,62.9,56.0,2048,5.64,5.68,3.56 +52761,0.62,Ideal,D,VS1,61.0,57.0,2562,5.51,5.54,3.37 +24468,2.02,Ideal,J,SI2,62.2,57.0,12736,8.11,8.18,5.07 +2896,0.91,Good,G,SI2,63.6,59.0,3282,6.15,6.11,3.9 +17870,1.5,Very Good,I,SI2,63.4,58.0,7211,7.15,7.21,4.55 +28662,0.36,Very Good,E,VS2,60.4,58.0,677,4.58,4.62,2.78 +15130,1.07,Ideal,H,VS1,62.3,55.0,6082,6.59,6.54,4.09 +14304,1.21,Premium,H,SI1,62.8,59.0,5793,6.72,6.68,4.21 +31284,0.32,Ideal,G,SI2,61.6,56.0,450,4.44,4.46,2.74 +41460,0.56,Very Good,H,SI1,59.9,60.0,1230,5.3,5.35,3.19 +41006,0.55,Ideal,F,SI2,61.4,55.0,1183,5.27,5.29,3.24 +11944,1.1,Good,H,SI1,63.6,58.0,5131,6.55,6.5,4.15 +44133,0.53,Very Good,H,VS1,63.3,56.0,1561,5.13,5.17,3.26 +22374,0.31,Premium,H,VS2,62.5,60.0,628,4.36,4.31,2.71 +22051,1.5,Premium,E,SI2,60.7,55.0,10080,7.44,7.39,4.5 +26137,1.61,Premium,F,VS2,62.3,59.0,15426,7.53,7.47,4.67 +21213,1.62,Very Good,E,SI2,60.8,59.0,9355,7.57,7.62,4.62 +26965,1.71,Premium,G,VS1,62.3,58.0,17041,7.61,7.65,4.75 +29868,0.3,Very Good,D,VS2,62.9,61.0,710,4.27,4.29,2.69 +12046,0.34,Premium,H,VS1,62.2,58.0,596,4.43,4.48,2.77 +32291,0.31,Premium,J,SI1,59.4,62.0,453,4.43,4.39,2.62 +13663,1.05,Good,H,VS2,63.7,58.0,5592,6.45,6.4,4.09 +31636,0.3,Very Good,I,SI2,63.3,56.0,450,4.3,4.26,2.71 +46101,0.55,Ideal,E,VS2,62.2,54.0,1741,5.29,5.26,3.28 +15794,1.69,Premium,I,I1,62.4,60.0,6320,7.56,7.59,4.73 +42913,0.41,Ideal,E,VVS2,61.6,55.0,1363,4.81,4.84,2.97 +12336,1.22,Premium,I,SI2,62.5,58.0,5226,6.8,6.76,4.24 +50162,0.72,Very Good,G,SI2,61.9,59.0,2218,5.67,5.71,3.52 +9487,0.91,Very Good,F,VS2,60.8,57.0,4606,6.24,6.25,3.8 +41721,0.41,Ideal,E,VVS2,61.6,56.0,1243,4.8,4.78,2.95 +3636,0.71,Ideal,G,VS1,61.8,55.0,3431,5.71,5.76,3.55 +16345,1.29,Very Good,I,VS2,61.8,58.0,6537,6.94,6.98,4.3 +6623,1.04,Very Good,G,SI2,60.3,62.0,4084,6.5,6.56,3.94 +16755,1.13,Ideal,H,VS2,61.9,56.0,6670,6.69,6.63,4.13 +45198,0.51,Premium,G,VS1,62.5,58.0,1656,5.09,5.11,3.19 +45539,0.51,Ideal,F,VS2,60.6,56.0,1687,5.19,5.17,3.14 +23166,1.62,Ideal,H,SI1,60.9,58.0,11180,7.53,7.61,4.61 +3379,0.31,Good,G,SI2,63.2,55.0,408,4.31,4.33,2.73 +41689,0.5,Premium,E,SI2,61.7,58.0,1240,5.12,5.06,3.14 +4991,1.06,Premium,J,SI2,61.3,60.0,3740,6.59,6.52,4.02 +12332,1.01,Good,E,SI1,63.6,60.0,5226,6.38,6.32,4.04 +3189,0.73,Ideal,G,VS1,60.8,58.0,3342,5.81,5.87,3.55 +42767,0.58,Ideal,E,SI2,62.8,56.0,1346,5.3,5.37,3.35 +53416,0.72,Very Good,F,SI1,63.1,56.0,2670,5.68,5.67,3.58 +19600,1.57,Ideal,J,SI1,62.4,57.0,8221,7.51,7.4,4.65 +34790,0.4,Ideal,H,VVS2,60.8,55.0,877,4.79,4.82,2.92 +20851,1.5,Premium,E,SI2,62.4,62.0,9072,7.29,7.21,4.53 +27221,2.36,Ideal,H,SI2,62.2,55.0,17569,8.51,8.56,5.3 +331,0.74,Very Good,E,SI1,63.5,56.0,2803,5.74,5.79,3.66 +12290,1.02,Premium,H,VS2,62.5,60.0,5217,6.38,6.43,4.0 +47984,0.3,Very Good,I,VVS2,62.1,56.0,533,4.27,4.31,2.66 +25782,1.51,Ideal,G,VVS2,62.3,55.0,14750,7.35,7.29,4.56 +46457,0.54,Ideal,H,VVS1,61.9,54.0,1774,5.22,5.25,3.24 +38094,0.45,Premium,I,VVS1,63.0,56.0,1013,4.9,4.88,3.08 +28457,0.33,Very Good,G,VVS2,63.0,56.0,672,4.42,4.47,2.8 +40137,0.41,Ideal,H,VVS1,61.4,56.0,1115,4.8,4.77,2.94 +1061,0.31,Premium,I,VS2,62.3,57.0,558,4.35,4.32,2.7 +42517,0.41,Ideal,F,VVS2,61.2,56.0,1323,4.78,4.82,2.94 +37128,0.39,Very Good,F,VS1,62.0,56.0,971,4.72,4.64,2.9 +6626,1.1,Good,G,SI2,64.2,56.0,4084,6.55,6.51,4.19 +13487,1.04,Good,G,VS2,61.4,65.0,5535,6.53,6.47,3.99 +3311,0.7,Ideal,E,VS2,61.1,56.0,3370,5.76,5.81,3.53 +53785,0.7,Ideal,E,SI1,61.1,56.0,2728,5.76,5.79,3.53 +7796,1.04,Premium,I,SI1,61.8,60.0,4290,6.47,6.51,4.01 +37364,0.4,Premium,F,VS1,60.5,60.0,982,4.76,4.8,2.89 +13245,1.14,Ideal,E,SI2,62.4,57.0,5473,6.64,6.7,4.16 +18843,1.51,Good,H,SI2,63.1,60.0,7723,7.23,7.28,4.58 +52588,0.79,Ideal,I,SI1,60.5,58.0,2539,5.97,5.99,3.62 +10505,1.0,Very Good,F,SI1,63.3,61.0,4798,6.31,6.29,3.99 +31955,0.31,Ideal,I,VS2,61.6,55.0,452,4.37,4.4,2.7 +10107,1.2,Premium,J,SI1,60.0,61.0,4717,6.89,6.84,4.12 +53053,0.76,Ideal,F,SI1,62.7,57.0,2607,5.82,5.85,3.66 +53772,0.7,Ideal,D,SI1,62.3,53.0,2726,5.7,5.72,3.56 +44599,0.53,Ideal,G,VS2,62.5,56.0,1607,5.2,5.17,3.24 +30338,0.34,Premium,F,SI1,59.4,62.0,727,4.59,4.54,2.71 +53712,0.71,Ideal,D,SI1,62.5,55.0,2719,5.69,5.74,3.57 +2623,0.73,Very Good,E,VS1,62.3,58.0,3226,5.72,5.74,3.57 +46303,0.3,Good,G,VS2,63.1,56.0,526,4.25,4.28,2.69 +28308,0.3,Very Good,H,SI1,62.9,57.0,432,4.22,4.27,2.67 +9894,1.0,Very Good,E,SI2,59.6,62.0,4685,6.45,6.51,3.86 +31571,0.39,Very Good,J,VVS1,57.8,59.0,767,4.85,4.9,2.82 +413,0.3,Ideal,G,VS1,62.3,56.0,555,4.29,4.31,2.68 +16524,1.31,Ideal,H,SI2,62.2,57.0,6602,7.0,6.96,4.34 +17826,1.5,Fair,H,SI2,65.5,53.0,7187,7.14,7.11,4.67 +45183,0.51,Ideal,E,VS2,61.8,56.0,1656,5.12,5.14,3.17 +31847,0.36,Ideal,G,VVS2,61.6,57.0,776,4.58,4.62,2.83 +40677,0.5,Good,E,SI1,64.0,56.0,1155,5.03,4.97,3.2 +1052,0.39,Ideal,H,SI2,61.5,57.0,558,4.66,4.7,2.88 +52704,0.7,Fair,G,VS1,57.1,62.0,2553,5.89,5.94,3.38 +46805,0.7,Premium,D,SI2,59.8,59.0,1806,5.75,5.72,3.43 +26796,2.0,Ideal,E,SI2,62.2,57.0,16650,8.11,8.09,5.04 +33052,0.3,Ideal,F,VVS1,61.9,54.0,814,4.35,4.37,2.7 +51707,0.58,Very Good,D,VVS2,63.0,56.0,2400,5.28,5.35,3.35 +28826,0.41,Very Good,H,SI1,62.8,56.0,683,4.72,4.77,2.98 +35240,0.38,Ideal,H,VVS1,62.3,53.3,894,4.63,4.66,2.9 +45388,0.55,Very Good,G,VS1,59.4,62.0,1667,5.32,5.36,3.17 +9259,1.1,Very Good,H,SI2,59.8,60.0,4561,6.7,6.77,4.03 +32653,0.31,Ideal,H,VVS2,62.2,57.0,802,4.36,4.32,2.7 +20297,1.21,Very Good,F,VS2,60.1,55.0,8711,6.91,7.01,4.18 +32389,0.42,Very Good,I,VS1,60.4,60.0,791,4.82,4.88,2.93 +15729,1.23,Premium,H,VS2,61.4,59.0,6291,6.85,6.87,4.21 +49696,0.51,Ideal,G,IF,62.9,58.0,2146,5.07,5.11,3.2 +33557,0.41,Premium,J,VS1,62.0,55.0,830,4.77,4.74,2.95 +32777,0.34,Premium,D,SI1,62.4,58.0,803,4.46,4.42,2.77 +37399,0.5,Very Good,G,SI2,58.6,61.0,983,5.16,5.21,3.04 +33598,0.37,Ideal,G,VS2,62.2,57.0,833,4.64,4.59,2.87 +19876,1.31,Ideal,H,VS1,61.5,56.0,8429,7.0,7.06,4.32 +25158,2.07,Premium,J,SI1,61.7,60.0,13731,8.23,8.15,5.05 +12369,0.26,Very Good,E,VVS1,59.9,58.0,597,4.17,4.18,2.5 +6171,0.9,Fair,F,VS2,58.9,67.0,3992,6.18,6.17,3.64 +29884,0.3,Ideal,D,VS2,62.2,54.0,710,4.28,4.31,2.67 +37877,0.51,Premium,G,SI2,59.9,60.0,1004,5.14,5.07,3.06 +5036,1.03,Premium,J,SI1,61.1,61.0,3749,6.49,6.44,3.95 +17500,1.51,Premium,J,SI1,62.3,58.0,7034,7.3,7.33,4.56 +7094,1.01,Premium,H,SI2,61.6,59.0,4166,6.39,6.44,3.95 +1807,0.79,Ideal,E,SI1,62.1,54.0,3053,5.96,5.92,3.69 +46885,0.7,Ideal,G,SI2,61.6,57.0,1814,5.68,5.65,3.49 +30348,0.33,Ideal,D,VS1,61.1,57.0,727,4.46,4.48,2.73 +10593,0.91,Very Good,E,VS2,62.8,59.0,4823,6.15,6.17,3.87 +14215,1.27,Premium,J,VVS1,60.1,58.0,5761,7.06,6.99,4.22 +27287,2.01,Very Good,H,SI1,62.8,59.0,17759,7.99,8.04,5.03 +25628,2.5,Ideal,J,SI2,64.0,55.0,14502,8.56,8.48,5.46 +22658,1.14,Ideal,E,VVS2,62.3,55.0,10703,6.71,6.68,4.17 +24195,1.6,Ideal,F,SI1,62.2,55.0,12379,7.47,7.5,4.65 +51489,0.71,Ideal,F,SI1,62.9,57.0,2381,5.71,5.65,3.57 +33864,0.3,Premium,E,VS2,61.7,58.0,844,4.34,4.32,2.67 +28914,0.3,Very Good,H,VVS1,63.0,56.0,684,4.24,4.27,2.68 +14404,1.08,Premium,H,VS1,58.6,60.0,5818,6.84,6.78,3.99 +53013,0.7,Ideal,F,SI1,62.3,57.0,2596,5.68,5.64,3.53 +32363,0.3,Very Good,F,VVS1,61.0,57.0,790,4.33,4.36,2.65 +15422,1.01,Premium,F,VS1,62.6,58.0,6176,6.48,6.37,4.02 +49898,0.72,Ideal,J,VS1,61.1,56.0,2177,5.84,5.82,3.56 +29949,0.33,Very Good,I,SI1,61.4,58.0,445,4.46,4.5,2.75 +25084,1.52,Premium,G,VS2,62.0,58.0,13606,7.39,7.33,4.56 +1672,0.7,Very Good,G,VS2,61.8,55.0,3026,5.69,5.74,3.53 +29543,0.4,Fair,H,VS2,65.1,59.0,704,4.58,4.63,3.0 +27869,0.42,Good,D,SI2,63.1,56.0,653,4.74,4.8,3.01 +2977,0.71,Ideal,G,VS2,61.8,56.0,3299,5.73,5.76,3.55 +16216,1.33,Ideal,H,SI2,62.7,57.0,6480,7.05,6.98,4.4 +28471,0.32,Ideal,H,VS1,62.7,56.0,672,4.42,4.39,2.76 +39228,0.38,Premium,D,VS1,62.4,59.0,1067,4.6,4.63,2.88 +31550,0.3,Ideal,E,VVS2,62.3,56.0,766,4.3,4.34,2.69 +42603,0.32,Good,I,VS1,63.2,54.0,505,4.38,4.42,2.78 +37352,0.4,Very Good,F,VS1,62.9,58.0,982,4.67,4.71,2.95 +4256,0.9,Premium,D,SI2,58.8,59.0,3579,6.28,6.24,3.68 +27167,2.14,Premium,I,VS2,62.3,58.0,17416,8.22,8.16,5.1 +4320,0.9,Good,E,SI2,65.8,60.0,3595,5.94,5.97,3.92 +32420,0.41,Ideal,D,SI1,61.0,57.0,791,4.78,4.8,2.92 +42416,0.52,Very Good,G,SI1,61.1,56.0,1311,5.19,5.23,3.18 +14030,1.22,Ideal,H,SI2,61.1,57.0,5703,6.9,5.92,4.22 +40369,0.5,Ideal,I,VS1,61.9,54.0,1130,5.12,5.16,3.18 +34021,0.35,Ideal,E,VVS2,61.0,57.0,849,4.54,4.58,2.78 +53774,0.7,Ideal,D,SI1,62.5,55.0,2726,5.68,5.72,3.56 +1111,0.73,Ideal,E,SI1,61.4,58.0,2914,5.76,5.8,3.55 +39285,0.3,Ideal,H,VS2,62.1,57.0,491,4.27,4.3,2.66 +200,0.72,Premium,F,SI1,61.8,61.0,2777,5.82,5.71,3.56 +3128,0.9,Premium,H,SI2,59.2,60.0,3326,6.3,6.24,3.71 +4976,0.78,Ideal,D,VS2,62.9,56.0,3736,5.85,5.88,3.69 +8479,1.01,Good,F,SI2,63.9,54.0,4416,6.33,6.44,4.08 +26944,2.09,Premium,H,SI2,62.1,58.0,17001,8.17,8.22,5.09 +14702,0.3,Ideal,G,VS1,61.4,55.0,605,4.31,4.36,2.66 +19132,1.06,Very Good,E,VS1,63.0,58.0,7900,6.46,6.49,4.08 +44316,0.34,Very Good,G,SI1,63.4,57.0,521,4.4,4.45,2.81 +31831,0.34,Ideal,H,VVS1,61.8,57.0,775,4.44,4.46,2.75 +48356,0.56,Ideal,D,VS2,60.9,56.0,1963,5.32,5.35,3.25 +32183,0.39,Good,G,VS2,63.8,59.0,787,4.66,4.59,2.95 +53858,0.71,Premium,D,SI2,61.7,59.0,2743,5.67,5.71,3.51 +41216,0.4,Ideal,F,VVS1,61.5,56.0,1206,4.77,4.73,2.92 +5944,0.9,Good,I,VVS2,62.9,61.0,3946,6.1,6.14,3.85 +5492,0.9,Very Good,F,SI1,62.8,56.0,3842,6.11,6.15,3.85 +51338,0.52,Ideal,D,VVS2,62.4,56.0,2362,5.15,5.17,3.22 +25563,2.14,Good,H,SI1,57.5,60.0,14395,8.57,8.48,4.9 +5909,0.81,Ideal,E,SI1,61.9,56.0,3935,5.97,6.02,3.71 +6048,0.32,Ideal,I,VS2,61.5,56.0,576,4.41,4.4,2.71 +16335,1.01,Ideal,F,VS2,62.0,56.0,6533,6.51,6.46,4.02 +13125,1.01,Good,E,VS2,63.8,59.0,5430,6.26,6.22,3.98 +16955,1.01,Very Good,F,VS2,61.6,57.0,6773,6.39,6.46,3.96 +35872,0.3,Ideal,E,VVS1,61.1,56.0,918,4.36,4.38,2.67 +52738,0.71,Ideal,I,VVS2,61.4,58.0,2559,5.7,5.76,3.52 +4659,1.12,Fair,I,SI2,64.6,57.0,3669,6.5,6.47,4.19 +32395,0.31,Ideal,E,VVS2,61.4,57.0,791,4.37,4.39,2.69 +38393,0.42,Premium,E,VS2,62.8,59.0,1024,4.8,4.76,3.0 +52312,0.38,Very Good,I,VS2,62.4,56.0,549,4.65,4.58,2.88 +16936,1.29,Ideal,F,SI2,60.7,58.0,6762,7.0,7.07,4.27 +22627,1.17,Very Good,D,VS1,60.5,57.0,10681,6.79,6.86,4.13 +10280,1.02,Premium,H,SI1,59.2,58.0,4754,6.6,6.57,3.9 +3547,0.81,Ideal,E,SI1,60.3,56.0,3413,6.05,6.13,3.67 +30942,0.27,Very Good,E,VS2,58.6,57.0,449,4.3,4.33,2.53 +25035,0.4,Ideal,J,VS1,60.4,56.0,641,4.77,4.8,2.89 +1436,0.82,Ideal,F,SI1,62.6,57.0,2974,5.96,6.02,3.75 +25841,1.51,Ideal,E,VS2,61.2,57.0,14889,7.37,7.47,4.54 +22117,1.52,Very Good,H,SI1,62.5,58.0,10145,7.28,7.34,4.57 +29201,0.33,Ideal,I,IF,61.4,56.0,694,4.41,4.45,2.72 +40872,0.51,Ideal,G,SI1,61.5,54.0,1175,5.17,5.21,3.19 +5413,1.52,Premium,G,I1,61.7,58.0,3820,7.43,7.34,4.56 +13794,1.0,Ideal,E,SI1,62.7,57.0,5622,6.39,6.49,4.04 +39431,0.41,Ideal,F,VS1,62.1,56.0,1076,4.76,4.74,2.95 +38945,0.31,Premium,H,VS2,62.7,59.0,489,4.29,4.32,2.7 +12073,1.05,Ideal,D,SI2,62.1,56.0,5156,6.48,6.54,4.04 +6063,0.77,Very Good,G,VVS1,62.7,54.0,3966,5.84,5.89,3.67 +33158,0.31,Ideal,G,VVS1,62.5,54.0,816,4.33,4.37,2.72 +20390,0.31,Premium,F,VS2,62.4,58.0,625,4.31,4.34,2.7 +18542,1.51,Very Good,J,VS2,62.2,60.0,7557,7.27,7.32,4.54 +22352,0.31,Ideal,H,VS2,62.2,55.0,628,4.39,4.36,2.72 +52287,0.71,Very Good,G,VS1,63.3,56.0,2494,5.67,5.64,3.58 +42873,0.55,Ideal,G,SI2,61.6,56.0,1358,5.28,5.31,3.26 +36476,0.43,Ideal,G,VS1,61.3,57.0,943,4.85,4.88,2.98 +12973,1.01,Very Good,H,VS2,61.6,57.0,5393,6.41,6.44,3.96 +6857,0.8,Very Good,F,VVS2,62.7,58.0,4126,5.88,5.92,3.7 +27728,2.61,Ideal,I,SI2,62.1,56.0,18756,8.85,8.73,5.46 +22128,1.8,Very Good,I,SI2,63.2,58.0,10161,7.75,7.66,4.87 +49036,0.62,Ideal,E,SI1,61.7,54.0,2054,5.53,5.49,3.4 +18770,1.32,Premium,G,SI1,60.6,58.0,7676,7.12,7.06,4.3 +43644,0.39,Ideal,F,IF,61.9,57.0,1433,4.69,4.68,2.9 +24784,1.51,Good,G,VVS2,63.8,59.0,13155,7.24,7.28,4.63 +25822,1.5,Very Good,G,VVS1,63.3,58.0,14842,7.19,7.27,4.58 +11466,1.09,Good,H,SI1,63.6,56.0,5010,6.56,6.53,4.16 +45584,0.52,Ideal,G,VS1,62.4,56.0,1689,5.11,5.15,3.2 +52957,0.24,Very Good,F,VVS1,58.7,59.0,552,4.04,4.1,2.39 +42072,0.55,Good,D,SI2,63.2,56.0,1272,5.21,5.24,3.3 +23654,1.51,Ideal,H,VS2,61.9,59.0,11696,7.29,7.34,4.53 +7095,1.01,Good,F,SI2,63.7,59.0,4166,6.28,6.38,4.03 +34285,0.26,Ideal,H,IF,61.1,57.0,468,4.12,4.16,2.53 +15030,1.0,Premium,G,VS2,61.6,58.0,6048,6.43,6.39,3.95 +17574,1.08,Fair,G,VS1,64.7,60.0,7076,6.44,6.41,4.16 +43631,0.43,Premium,G,IF,61.4,59.0,1433,4.79,4.85,2.96 +30186,0.41,Ideal,H,SI1,62.4,53.0,722,4.78,4.81,2.99 +7011,0.9,Ideal,I,VS2,62.0,53.0,4157,6.17,6.23,3.85 +12283,1.33,Premium,H,SI2,61.9,58.0,5214,7.07,7.01,4.36 +27443,2.0,Good,F,SI1,62.8,62.0,18069,8.0,8.03,5.03 +35274,0.3,Premium,G,IF,60.2,58.0,895,4.35,4.39,2.63 +24966,2.02,Premium,H,SI1,63.0,60.0,13453,7.85,7.79,4.93 +8471,1.01,Good,F,SI2,63.2,59.0,4416,6.35,6.38,4.02 +48168,0.53,Ideal,F,VVS2,62.3,56.0,1943,5.2,5.24,3.25 +29973,0.32,Ideal,D,SI1,61.5,56.0,715,4.41,4.44,2.72 +33924,0.3,Ideal,E,VS2,62.4,56.0,844,4.33,4.26,2.68 +15210,1.01,Ideal,G,VS2,61.8,56.0,6108,6.45,6.42,3.98 +44022,0.51,Premium,E,SI1,60.8,57.0,1546,5.24,5.19,3.17 +15740,1.01,Ideal,G,VS2,60.6,58.0,6295,6.44,6.5,3.92 +728,0.34,Very Good,G,VS2,59.6,62.0,556,4.54,4.56,2.71 +12294,1.21,Premium,H,SI2,61.9,55.0,5218,6.84,6.79,4.22 +26196,2.01,Ideal,H,SI2,60.1,57.0,15562,8.24,8.2,4.94 +37186,0.32,Ideal,D,VS2,62.6,57.0,972,4.41,4.37,2.75 +43564,0.51,Ideal,F,VS2,62.5,53.0,1431,5.12,5.15,3.21 +28091,0.3,Ideal,E,VS1,62.1,54.2,663,4.3,4.32,2.68 +29458,0.33,Ideal,H,VVS1,62.5,56.0,702,4.42,4.44,2.77 +47990,0.32,Very Good,F,SI1,62.7,57.0,533,4.37,4.4,2.75 +27972,0.3,Ideal,E,VS2,62.0,56.0,658,4.31,4.34,2.68 +50692,0.53,Ideal,F,VS2,61.6,56.0,2290,5.26,5.23,3.23 +30743,0.43,Ideal,F,SI1,61.3,56.0,739,4.86,4.9,2.99 +48849,0.63,Very Good,F,VS2,63.0,56.2,2032,5.38,5.48,3.42 +10430,1.09,Very Good,H,SI1,61.8,58.0,4784,6.58,6.63,4.08 +14849,1.23,Premium,H,VS2,59.3,58.0,5979,7.0,6.94,4.13 +45956,0.54,Ideal,H,VVS1,61.2,57.0,1723,5.21,5.25,3.2 +10543,1.01,Ideal,I,VS1,62.6,56.0,4808,6.42,6.36,4.0 +53278,0.71,Good,G,VS2,58.9,61.0,2649,5.81,5.84,3.43 +28335,0.33,Premium,G,VS1,61.3,58.0,666,4.42,4.46,2.72 +6795,0.9,Premium,D,SI2,59.2,60.0,4114,6.34,6.3,3.74 +34661,0.31,Ideal,E,VS2,61.7,55.0,872,4.36,4.33,2.68 +24334,1.52,Very Good,G,VS2,60.8,57.0,12596,7.41,7.49,4.53 +44689,0.55,Ideal,D,SI1,61.3,56.0,1611,5.28,5.33,3.25 +1717,0.32,Premium,I,VVS2,60.7,59.0,561,4.4,4.43,2.68 +3759,0.75,Ideal,D,VS2,62.4,55.0,3456,5.83,5.8,3.63 +48011,0.54,Ideal,G,VVS2,62.0,56.0,1920,5.23,5.27,3.25 +6238,0.75,Ideal,D,VS1,62.0,58.0,4007,5.77,5.84,3.6 +40653,0.54,Premium,H,SI1,61.0,58.0,1154,5.23,5.27,3.2 +10775,1.02,Premium,F,SI1,58.4,59.0,4855,6.65,6.57,3.86 +34702,0.43,Ideal,I,VVS2,62.6,57.0,874,4.79,4.82,3.01 +33742,0.31,Ideal,D,VVS2,61.6,54.0,840,4.37,4.4,2.7 +12950,0.9,Very Good,E,SI1,61.4,56.0,5387,6.19,6.23,3.81 +49513,0.7,Fair,F,SI1,66.0,56.0,2121,5.59,5.56,3.68 +49779,0.7,Ideal,F,SI1,61.2,56.0,2161,5.72,5.78,3.52 +4325,1.01,Good,F,SI2,63.8,57.0,3597,6.36,6.31,4.04 +21344,1.1,Premium,F,VS2,60.5,57.0,9486,6.7,6.69,4.05 +53164,0.84,Premium,H,SI2,61.3,58.0,2628,6.1,6.04,3.72 +21658,1.22,Premium,D,VS2,62.0,60.0,9756,6.79,6.74,4.22 +46337,0.58,Ideal,G,VS2,61.9,56.0,1758,5.38,5.34,3.32 +45511,0.55,Ideal,F,VS1,60.3,57.0,1682,5.32,5.37,3.23 +41364,0.52,Premium,F,SI2,61.7,58.0,1219,5.16,5.12,3.17 +37337,0.43,Premium,E,VS2,61.6,59.0,981,4.81,4.84,2.97 +7949,1.16,Premium,G,SI2,62.0,59.0,4320,6.74,6.62,4.14 +8942,1.01,Premium,F,SI2,62.2,59.0,4497,6.42,6.38,3.98 +48858,0.5,Ideal,D,VS1,62.2,54.4,2033,5.07,5.11,3.16 +6041,0.32,Very Good,G,VS2,61.9,56.0,576,4.36,4.39,2.71 +18661,1.08,Ideal,F,VS2,62.5,57.0,7625,6.52,6.57,4.09 +29595,0.32,Premium,D,SI1,62.2,60.0,706,4.37,4.34,2.71 +48171,0.54,Fair,F,SI1,64.8,59.0,1944,5.11,5.05,3.29 +50693,0.57,Very Good,F,VVS2,62.6,58.0,2290,5.28,5.3,3.31 +35076,0.3,Very Good,F,IF,62.0,58.0,886,4.28,4.3,2.66 +24146,1.16,Ideal,D,VVS2,61.9,55.0,12314,6.72,6.76,4.17 +49381,0.66,Good,G,VS2,58.1,59.9,2101,5.68,5.72,3.31 +8360,1.01,Premium,E,SI1,62.4,58.0,4399,6.37,6.42,3.99 +6280,0.9,Good,F,SI1,59.3,56.0,4016,6.27,6.32,3.73 +48444,0.51,Ideal,G,VVS2,62.6,57.0,1974,5.12,5.1,3.2 +25639,2.04,Very Good,I,SI2,60.9,57.0,14527,8.14,8.19,4.97 +53897,0.83,Ideal,G,SI2,62.4,54.0,2751,6.01,6.08,3.77 +2743,0.61,Ideal,F,VVS2,61.1,57.0,3248,5.47,5.49,3.34 +20506,1.51,Premium,E,SI1,63.0,58.0,8836,7.4,7.27,4.62 +50121,0.73,Ideal,G,SI2,61.8,56.0,2210,5.76,5.8,3.57 +20308,1.12,Premium,G,VVS2,62.6,59.0,8721,6.61,6.58,4.13 +6897,0.9,Very Good,E,VS2,61.1,63.0,4134,6.17,6.2,3.78 +26387,1.55,Ideal,D,VS2,62.1,59.0,15887,7.34,7.37,4.57 +9945,0.96,Good,D,SI1,61.0,61.0,4693,6.29,6.33,3.85 +53128,0.72,Very Good,E,SI1,62.5,58.0,2618,5.68,5.72,3.56 +29205,0.33,Ideal,I,IF,61.8,55.0,694,4.46,4.47,2.76 +50430,0.74,Very Good,F,SI2,63.1,55.0,2261,5.77,5.74,3.63 +4989,1.0,Fair,F,SI2,65.1,60.0,3740,6.19,6.1,4.0 +47908,0.67,Premium,G,SI1,60.5,60.0,1914,5.69,5.65,3.43 +41921,0.45,Good,F,VS1,60.1,61.8,1262,4.96,4.98,2.99 +21026,1.51,Ideal,G,SI2,62.4,56.0,9234,7.29,7.25,4.54 +34609,0.27,Ideal,D,VS2,60.2,57.0,470,4.19,4.21,2.53 +51891,0.52,Ideal,E,VVS2,61.8,56.0,2430,5.15,5.18,3.19 +17882,1.18,Ideal,D,SI1,61.9,55.0,7216,6.8,6.76,4.2 +3754,0.96,Good,H,SI2,56.7,62.0,3454,6.51,6.39,3.66 +39476,0.41,Premium,E,VS1,62.0,60.0,1079,4.74,4.78,2.95 +48769,0.59,Ideal,G,VS1,62.1,55.0,2018,5.4,5.35,3.34 +22692,0.29,Very Good,E,VVS1,60.9,61.0,629,4.23,4.27,2.59 +40652,0.54,Ideal,H,SI1,62.2,56.0,1154,5.19,5.26,3.25 +39864,0.55,Ideal,J,SI1,61.0,56.0,1101,5.31,5.34,3.25 +44883,0.5,Premium,E,VS2,61.3,56.0,1629,5.16,5.11,3.15 +39593,0.55,Ideal,H,SI1,62.2,54.0,1084,5.24,5.28,3.27 +39867,0.38,Premium,F,VS1,62.7,57.0,1101,4.71,4.64,2.93 +50917,0.56,Ideal,F,VVS2,60.3,56.0,2318,5.39,5.35,3.24 +51281,0.7,Very Good,I,VS2,60.8,61.0,2360,5.72,5.76,3.49 +16586,1.08,Very Good,H,VVS1,63.1,57.0,6623,6.57,6.52,4.13 +46536,0.51,Premium,E,VS2,60.3,59.0,1781,5.22,5.2,3.14 +36827,0.41,Good,E,VVS1,64.3,54.0,957,4.68,4.72,3.02 +15855,1.51,Premium,E,SI2,62.7,58.0,6342,7.27,7.24,4.55 +23230,1.1,Premium,D,VVS2,61.7,56.0,11233,6.65,6.64,4.1 +29610,0.35,Premium,G,VS1,61.2,58.0,706,4.51,4.54,2.77 +43025,0.52,Very Good,E,SI2,62.6,58.0,1372,5.05,5.17,3.2 +52122,0.7,Premium,E,SI2,60.8,59.0,2463,5.75,5.7,3.48 +4011,0.9,Very Good,F,SI2,62.4,59.0,3519,6.12,6.16,3.83 +37618,0.24,Very Good,E,VVS1,60.7,60.0,485,4.01,4.06,2.45 +28489,0.42,Ideal,J,VVS2,61.7,54.0,673,4.83,4.86,2.99 +20171,1.02,Very Good,G,IF,62.3,59.0,8624,6.36,6.45,3.99 +13981,1.1,Ideal,F,VS2,58.6,57.0,5692,6.82,6.8,3.99 +42388,0.6,Good,J,VS1,58.9,60.5,1306,5.5,5.57,3.26 +51653,0.26,Ideal,G,VVS2,61.4,56.0,545,4.11,4.14,2.53 +41335,0.36,Ideal,F,IF,62.2,55.0,1215,4.62,4.57,2.86 +21510,1.2,Ideal,H,VVS1,60.2,57.0,9604,6.87,6.94,4.15 +43628,0.43,Premium,G,IF,60.9,59.0,1433,4.88,4.94,2.99 +9021,1.0,Premium,H,VS2,58.9,56.0,4514,6.53,6.51,3.84 +29632,0.23,Very Good,E,VS1,61.3,56.0,442,3.96,3.98,2.43 +21789,1.6,Ideal,G,VS1,62.0,57.0,9856,7.47,7.43,4.62 +24813,1.27,Very Good,F,VVS1,62.5,56.0,13200,6.99,6.93,4.35 +22632,1.59,Very Good,D,SI2,59.9,59.0,10685,7.6,7.52,4.53 +44388,0.41,Ideal,D,VVS1,62.2,56.0,1582,4.8,4.78,2.98 +41427,0.51,Good,H,SI1,63.7,56.0,1227,5.1,5.07,3.24 +19629,1.51,Good,F,SI2,63.8,59.0,8245,7.22,7.18,4.59 +39327,0.51,Fair,G,SI1,65.2,55.0,1071,5.04,5.02,3.28 +40424,0.7,Good,F,I1,63.8,60.0,1134,5.64,5.45,3.54 +40929,0.3,Ideal,E,SI1,61.6,54.0,499,4.32,4.35,2.67 +21747,1.5,Very Good,F,SI2,62.9,55.0,9817,7.26,7.28,4.57 +13268,0.91,Very Good,G,VS2,62.3,59.0,5484,6.13,6.17,3.83 +46404,0.62,Premium,F,SI1,59.8,60.0,1766,5.56,5.51,3.31 +7383,0.33,Ideal,G,VS2,62.6,57.0,579,4.45,4.47,2.79 +17719,0.37,Very Good,H,SI1,62.6,63.0,613,4.6,4.5,2.85 +26096,1.5,Premium,F,VS1,59.6,60.0,15338,7.41,7.49,4.44 +12021,1.0,Premium,F,SI1,62.5,59.0,5152,6.39,6.34,3.98 +33615,0.31,Good,D,SI2,63.7,55.0,462,4.32,4.35,2.76 +41598,0.32,Ideal,I,SI2,61.0,56.0,391,4.43,4.45,2.71 +44897,0.5,Premium,E,VS2,62.4,62.0,1629,5.07,5.03,3.15 +11000,0.9,Premium,D,VS2,62.6,59.0,4914,6.17,6.14,3.85 +20746,1.2,Very Good,F,VS1,62.6,59.0,8983,6.64,6.71,4.18 +12022,1.06,Premium,H,VS2,61.1,59.0,5152,6.58,6.51,4.0 +33524,0.47,Fair,E,SI1,67.9,56.0,829,4.84,4.65,3.24 +23184,2.06,Premium,I,SI2,62.2,60.0,11190,8.14,8.1,5.05 +3501,0.92,Ideal,F,SI1,62.2,55.0,3400,6.25,6.19,3.87 +7997,1.01,Premium,G,SI2,62.0,58.0,4327,6.41,6.37,3.96 +4454,0.72,Very Good,D,VS1,59.4,56.0,3619,5.85,5.9,3.49 +32175,0.39,Very Good,G,VS2,62.4,56.0,787,4.64,4.68,2.91 +17372,0.32,Ideal,D,SI2,59.5,57.0,612,4.5,4.47,2.67 +36305,0.32,Premium,H,VVS1,61.4,58.0,936,4.41,4.38,2.7 +25956,2.01,Premium,F,SI1,63.0,59.0,15134,7.99,7.89,5.0 +8375,0.31,Premium,F,VS2,59.4,58.0,583,4.37,4.45,2.62 +27928,0.38,Premium,E,SI1,58.1,58.0,658,4.85,4.79,2.8 +23707,0.36,Very Good,H,VS1,61.6,59.0,631,4.52,4.57,2.8 +24360,1.58,Ideal,F,SI1,60.3,56.0,12621,7.56,7.62,4.58 +10824,1.16,Ideal,I,VS2,59.3,56.0,4869,6.84,6.88,4.07 +38449,0.35,Ideal,H,IF,60.9,57.0,1028,4.58,4.6,2.8 +33877,0.3,Ideal,E,VS2,61.8,56.0,844,4.34,4.3,2.67 +15413,1.51,Premium,I,SI2,61.3,55.0,6173,7.41,7.36,4.53 +19771,1.04,Premium,D,VS1,62.3,59.0,8341,6.48,6.39,4.01 +11230,1.02,Very Good,D,SI2,62.8,55.0,4964,6.38,6.46,4.03 +26059,2.02,Good,F,SI2,61.9,61.0,15261,8.06,8.02,4.98 +3665,1.0,Fair,F,SI2,65.7,61.0,3443,6.13,6.11,4.02 +26775,2.04,Very Good,I,VS2,61.0,61.0,16616,8.08,8.14,4.95 +279,0.81,Ideal,F,SI2,62.6,55.0,2795,5.92,5.96,3.72 +37150,0.32,Ideal,E,VS1,61.6,57.0,972,4.39,4.35,2.69 +21568,1.01,Very Good,F,VVS1,62.8,60.0,9667,6.4,6.34,4.0 +47197,0.51,Very Good,D,VS1,63.1,58.0,1838,5.05,5.1,3.2 +41829,0.46,Ideal,E,VS2,62.1,57.0,1251,4.93,4.89,3.05 +43980,0.36,Very Good,H,SI1,59.3,60.0,518,4.62,4.65,2.75 +34467,0.38,Ideal,F,VS1,62.0,54.0,865,4.65,4.68,2.89 +37012,0.33,Premium,G,VVS2,59.5,60.0,965,4.55,4.52,2.7 +32201,0.35,Ideal,E,SI1,61.2,57.0,788,4.56,4.52,2.78 +28053,0.33,Ideal,F,VS2,62.0,54.2,660,4.42,4.45,2.75 +47002,0.53,Ideal,G,VVS2,62.5,54.0,1818,5.19,5.21,3.25 +9873,1.0,Good,F,SI1,60.1,65.0,4679,6.4,6.44,3.86 +53689,0.82,Very Good,G,SI1,63.1,52.0,2716,6.02,5.97,3.78 +13066,1.23,Good,H,SI2,63.8,57.4,5412,6.72,6.78,4.31 +1578,0.71,Ideal,G,SI1,61.6,55.0,3007,5.72,5.78,3.54 +8934,1.01,Premium,F,SI2,60.0,59.0,4497,6.61,6.48,3.93 +48861,0.7,Good,I,SI1,64.3,57.0,2034,5.59,5.63,3.61 +29464,0.32,Ideal,E,VS2,61.7,55.0,702,4.36,4.42,2.71 +5122,1.04,Ideal,J,SI2,60.4,57.0,3762,6.55,6.6,3.97 +53212,0.85,Ideal,H,SI2,61.8,54.0,2635,6.07,6.1,3.76 +33135,0.31,Ideal,G,VVS1,61.2,56.0,816,4.34,4.38,2.67 +41094,0.45,Very Good,G,VVS1,60.0,57.0,1193,4.99,5.02,3.0 +5038,1.03,Premium,I,SI1,62.0,58.0,3749,6.46,6.41,3.99 +14326,1.02,Very Good,D,SI1,64.2,58.0,5803,6.32,6.35,4.07 +30487,0.31,Ideal,D,SI1,62.1,56.0,732,4.37,4.33,2.7 +20293,1.13,Premium,G,VVS1,59.3,59.0,8709,6.79,6.87,4.05 +44577,0.53,Very Good,G,VS1,61.9,57.0,1607,5.19,5.22,3.22 +41614,0.27,Very Good,H,VVS1,61.2,57.0,504,4.15,4.18,2.55 +9519,1.04,Ideal,E,SI1,62.0,57.0,4613,6.5,6.47,4.02 +48123,0.5,Very Good,G,VVS2,60.6,66.0,1939,5.06,5.1,3.08 +17117,1.01,Premium,D,VS2,61.0,59.0,6827,6.44,6.41,3.92 +51242,0.71,Very Good,H,SI1,62.1,61.0,2354,5.63,5.71,3.52 +34108,0.39,Ideal,H,VVS2,62.1,54.3,853,4.63,4.69,2.9 +3520,0.91,Very Good,F,SI2,63.0,59.0,3405,6.12,6.17,3.87 +7855,0.9,Very Good,D,SI1,63.5,57.0,4304,6.15,6.11,3.89 +10577,1.02,Ideal,H,SI1,58.8,57.0,4819,6.66,6.6,3.9 +15449,1.03,Ideal,F,SI1,62.1,56.0,6183,6.5,6.46,4.03 +29348,0.31,Ideal,G,VS2,62.4,54.0,698,4.39,4.36,2.73 +23525,1.2,Ideal,G,VVS2,60.9,56.0,11530,6.86,6.91,4.19 +24780,2.13,Premium,J,SI2,62.6,58.0,13148,8.21,8.18,5.13 +42271,0.23,Very Good,E,VVS2,63.0,58.0,505,3.95,3.99,2.5 +14916,1.01,Good,E,VS2,65.4,56.0,6004,6.18,6.23,4.06 +52495,0.51,Ideal,E,VVS1,62.3,53.7,2524,5.1,5.12,3.19 +36839,0.37,Premium,G,VS1,61.4,58.0,957,4.61,4.58,2.82 +47629,0.51,Very Good,D,VS1,63.3,57.0,1882,5.07,5.1,3.22 +12483,1.06,Ideal,G,SI1,62.0,56.0,5253,6.55,6.52,4.05 +9727,1.14,Premium,H,SI1,63.0,57.0,4654,6.7,6.65,4.2 +51154,0.62,Fair,E,VS1,58.8,67.0,2344,5.66,5.57,3.29 +28512,0.3,Premium,F,VS2,61.8,60.0,673,4.3,4.27,2.65 +2464,0.7,Ideal,F,VVS2,62.0,55.0,3191,5.71,5.67,3.53 +14645,1.1,Very Good,H,VS2,61.3,58.0,5914,6.63,6.74,4.1 +47025,0.56,Ideal,G,VS1,60.6,56.0,1819,5.33,5.36,3.24 +11053,0.28,Very Good,E,VVS2,61.4,60.0,596,4.18,4.22,2.58 +10205,1.04,Ideal,F,SI2,61.2,57.0,4740,6.54,6.6,4.02 +5903,1.06,Ideal,J,SI2,61.3,57.0,3932,6.55,6.6,4.03 +14775,1.01,Premium,G,VS2,61.8,59.0,5946,6.45,6.4,3.97 +20222,1.41,Premium,H,VS2,61.2,60.0,8654,7.17,7.21,4.4 +50797,0.71,Premium,I,VS1,61.8,58.0,2306,5.72,5.76,3.55 +30201,0.42,Good,F,SI1,63.1,56.0,722,4.79,4.82,3.03 +31272,0.32,Very Good,E,SI2,62.7,57.0,449,4.34,4.37,2.73 +3603,0.93,Good,G,SI2,64.5,56.3,3425,6.08,6.14,3.94 +41138,0.5,Good,G,SI1,63.6,55.0,1197,5.03,5.06,3.21 +28705,0.41,Very Good,I,SI1,63.3,60.0,680,4.71,4.64,2.96 +48943,0.71,Fair,G,SI1,65.0,58.0,2045,5.57,5.53,3.61 +32399,0.31,Ideal,E,VVS2,62.0,54.0,791,4.38,4.4,2.72 +4723,0.33,Premium,I,SI1,62.8,58.0,572,4.43,4.39,2.77 +19800,1.53,Premium,H,SI1,62.4,60.0,8365,7.34,7.31,4.57 +19381,1.51,Ideal,J,SI1,61.4,57.0,8049,7.38,7.43,4.55 +4772,1.1,Ideal,F,I1,61.3,57.0,3690,6.68,6.62,4.08 +45152,0.5,Premium,F,VS2,61.8,58.0,1654,5.1,5.07,3.14 +14354,1.01,Very Good,D,SI1,61.8,58.0,5812,6.33,6.38,3.93 +9096,1.08,Ideal,J,SI1,61.8,56.0,4524,6.58,6.55,4.06 +21429,1.52,Ideal,F,SI2,62.5,57.0,9533,7.36,7.32,4.59 +37979,0.51,Very Good,J,VS2,58.0,62.0,1008,5.24,5.27,3.05 +17945,1.03,Good,E,VS1,63.3,59.0,7251,6.4,6.45,4.07 +50935,0.57,Ideal,E,VS2,61.3,57.0,2319,5.38,5.29,3.27 +42610,0.32,Premium,I,VS1,62.0,58.0,505,4.37,4.4,2.72 +33844,0.3,Ideal,G,IF,61.0,56.0,844,4.34,4.37,2.65 +53924,0.73,Ideal,I,VS2,61.3,56.0,2756,5.8,5.84,3.57 +31772,0.32,Premium,F,VS2,58.8,62.0,773,4.48,4.43,2.62 +36147,0.33,Ideal,E,VS2,61.9,54.0,928,4.47,4.42,2.75 +31093,0.3,Premium,D,VVS2,62.4,58.0,752,4.26,4.3,2.67 +37985,0.32,Ideal,D,VVS2,60.9,57.0,1008,4.39,4.45,2.7 +22924,1.35,Premium,F,VS2,61.9,58.0,10962,7.06,7.02,4.36 +9566,1.12,Very Good,H,SI2,61.8,58.0,4624,6.62,6.68,4.11 +25933,2.0,Ideal,I,SI2,61.7,56.0,15092,8.0,8.13,4.98 +32055,0.3,Good,F,IF,64.3,53.0,780,4.22,4.27,2.73 +7742,1.07,Premium,G,SI2,58.5,61.0,4278,6.71,6.59,3.89 +39859,0.55,Ideal,J,SI1,60.9,57.0,1100,5.24,5.3,3.21 +16039,0.3,Premium,I,VS1,62.9,59.0,608,4.3,4.22,2.68 +50637,0.23,Very Good,F,VS2,59.1,59.0,402,4.02,4.07,2.39 +18700,0.41,Very Good,D,SI2,59.9,60.0,619,4.78,4.8,2.87 +8894,1.01,Good,H,SI1,57.1,58.0,4488,6.6,6.64,3.78 +20176,1.29,Very Good,H,VS1,60.8,58.0,8629,7.01,7.04,4.27 +20619,1.54,Premium,I,VS2,61.7,59.0,8917,7.4,7.34,4.55 +6251,0.83,Ideal,F,SI1,61.8,55.0,4009,6.01,6.06,3.73 +182,0.54,Ideal,E,VVS2,61.5,57.0,2776,5.24,5.26,3.23 +10078,0.33,Ideal,I,VVS1,62.1,54.0,592,4.46,4.49,2.78 +19196,1.23,Ideal,H,VS1,62.1,54.0,7946,6.87,6.89,4.27 +43124,0.52,Ideal,J,IF,62.1,56.0,1385,5.18,5.12,3.2 +16063,1.01,Very Good,F,VS2,62.8,59.0,6416,6.33,6.41,4.0 +2445,0.96,Premium,J,SI1,62.9,59.0,3187,6.3,6.22,3.94 +46711,0.52,Ideal,E,VS1,62.5,56.0,1793,5.16,5.11,3.21 +12368,0.26,Very Good,E,VVS1,61.4,58.0,597,4.12,4.15,2.54 +2544,0.58,Ideal,D,VVS1,60.6,57.0,3206,5.38,5.41,3.27 +38075,0.3,Ideal,E,VVS2,61.7,57.0,1013,4.34,4.31,2.67 +29834,0.38,Ideal,G,SI1,61.6,54.0,710,4.68,4.71,2.89 +5323,0.79,Very Good,F,VS1,61.0,55.0,3806,6.01,6.03,3.67 +17123,1.15,Very Good,G,VS2,62.9,58.0,6831,6.62,6.7,4.19 +12118,1.07,Ideal,I,VS2,60.6,59.0,5167,6.64,6.62,4.02 +24399,2.01,Very Good,D,SI2,58.3,63.0,12639,8.28,8.25,4.82 +22447,1.39,Very Good,G,VS2,62.6,56.0,10476,7.08,7.11,4.44 +29989,0.32,Ideal,F,VS1,61.0,54.0,716,4.42,4.44,2.7 +28150,0.3,Ideal,G,VVS2,62.4,57.0,665,4.27,4.29,2.67 +14600,1.24,Ideal,F,SI2,61.7,57.0,5889,6.95,6.88,4.27 +42376,0.43,Ideal,H,IF,62.2,55.0,1304,4.87,4.84,3.02 +19585,1.22,Premium,G,VS2,61.8,58.0,8213,6.84,6.91,4.25 +32379,0.39,Very Good,J,VS1,63.5,58.0,790,4.64,4.59,2.93 +45780,0.51,Ideal,G,VS1,60.9,56.0,1708,5.16,5.19,3.15 +9072,1.03,Ideal,H,SI1,62.3,56.0,4520,6.45,6.48,4.03 +20444,1.51,Premium,I,SI1,62.6,60.0,8794,7.34,7.27,4.57 +25776,2.3,Ideal,G,SI2,61.4,57.0,14744,8.51,8.48,5.22 +35290,0.3,Premium,H,VS2,62.3,58.0,473,4.31,4.33,2.69 +29877,0.3,Ideal,D,VS2,62.3,56.0,710,4.27,4.3,2.67 +50994,0.31,Very Good,E,SI1,62.8,57.0,544,4.32,4.34,2.72 +20629,1.0,Premium,F,VVS2,60.6,54.0,8924,6.56,6.52,3.96 +3477,1.01,Premium,H,SI2,61.9,61.0,3394,6.34,6.29,3.91 +40611,0.31,Ideal,I,SI1,62.1,53.0,498,4.34,4.36,2.7 +31107,0.4,Premium,G,VS2,61.9,58.0,753,4.74,4.76,2.94 +47164,0.59,Ideal,F,VS2,60.6,56.0,1834,5.43,5.48,3.31 +40758,0.4,Ideal,F,VVS2,62.8,56.0,1163,4.73,4.69,2.96 +11658,1.07,Premium,H,SI1,62.1,58.0,5055,6.56,6.49,4.05 +5849,1.0,Premium,H,SI2,61.3,58.0,3920,6.45,6.41,3.94 +5871,0.91,Very Good,H,VS2,63.7,57.0,3924,6.1,6.12,3.89 +53693,1.0,Good,F,I1,64.2,59.0,2717,6.26,6.3,4.03 +18842,1.51,Very Good,H,SI2,60.4,59.0,7723,7.27,7.3,4.4 +8632,1.02,Premium,G,SI1,62.6,59.0,4449,6.43,6.38,4.01 +51846,0.7,Good,F,SI1,63.8,60.0,2423,5.63,5.6,3.58 +5769,0.91,Premium,E,SI2,62.8,59.0,3898,6.16,6.13,3.86 +41170,0.38,Ideal,E,VVS1,61.3,55.0,1200,4.67,4.72,2.88 +32760,0.34,Premium,I,VVS1,60.5,59.0,803,4.54,4.48,2.73 +28494,0.3,Ideal,E,VS2,61.5,55.0,673,4.3,4.34,2.66 +11344,1.01,Premium,I,VVS1,62.0,59.0,4989,6.39,6.32,3.94 +15908,0.92,Ideal,F,VS1,61.3,56.0,6360,6.26,6.3,3.85 +48971,0.36,Ideal,G,SI1,62.7,55.0,537,4.54,4.59,2.86 +8984,0.95,Ideal,H,SI1,61.9,56.0,4508,6.29,6.35,3.91 +30621,0.34,Good,I,SI1,63.7,54.0,447,4.43,4.48,2.84 +6581,0.9,Very Good,D,SI2,62.9,56.0,4078,6.09,6.19,3.86 +32739,0.31,Premium,F,VS2,59.7,58.0,802,4.48,4.43,2.66 +51946,0.72,Premium,G,VS2,62.4,57.0,2441,5.73,5.72,3.57 +34764,0.41,Premium,E,SI2,61.3,57.0,876,4.83,4.79,2.95 +44512,0.52,Ideal,D,SI1,62.4,57.0,1600,5.14,5.18,3.22 +43674,0.5,Very Good,D,SI1,62.8,53.0,1436,5.04,5.08,3.18 +32544,0.27,Ideal,E,VVS2,62.5,57.0,799,4.13,4.1,2.57 +36224,0.36,Ideal,E,VS1,62.7,57.0,933,4.58,4.55,2.86 +45808,0.5,Ideal,H,VVS1,60.6,55.0,1710,5.13,5.17,3.12 +8790,1.23,Premium,D,SI2,58.0,59.0,4470,7.02,6.97,4.06 +52850,0.7,Premium,E,SI1,61.0,56.0,2576,5.75,5.69,3.49 +35675,0.41,Ideal,F,SI1,60.5,56.0,909,4.81,4.84,2.92 +8329,1.0,Very Good,E,SI2,62.5,55.0,4392,6.38,6.41,4.0 +2258,0.75,Ideal,D,SI1,62.0,58.0,3152,5.81,5.84,3.61 +25236,1.5,Good,E,VS2,63.9,58.0,13846,7.21,7.19,4.6 +49442,0.57,Ideal,E,VS1,61.3,57.0,2110,5.34,5.37,3.28 +186,0.71,Ideal,G,SI1,60.5,56.0,2776,5.8,5.76,3.5 +4388,0.31,Very Good,D,SI1,60.0,61.0,571,4.41,4.43,2.65 +3799,0.71,Good,E,VS1,59.4,61.0,3464,5.8,5.89,3.47 +15220,1.12,Ideal,H,VS2,61.8,55.0,6110,6.64,6.7,4.12 +23955,1.64,Ideal,I,VS1,62.1,55.0,12089,7.57,7.59,4.71 +11573,1.02,Premium,F,SI1,59.2,58.0,5038,6.53,6.5,3.86 +4834,0.92,Very Good,D,SI2,63.7,57.0,3707,6.12,6.21,3.93 +31344,0.27,Ideal,F,VVS2,62.7,55.0,760,4.1,4.12,2.58 +34584,0.32,Very Good,G,IF,62.9,55.0,872,4.37,4.4,2.75 +44922,0.73,Fair,F,SI2,64.7,56.0,1631,5.6,5.53,3.6 +31138,0.38,Very Good,G,SI1,61.8,53.7,755,4.67,4.69,2.9 +46880,0.53,Premium,E,VS2,60.9,60.0,1813,5.22,5.16,3.16 +46896,0.6,Premium,D,SI1,61.5,52.0,1814,5.5,5.43,3.36 +36730,0.32,Ideal,E,VVS1,61.7,56.0,954,4.4,4.42,2.72 +16097,1.23,Ideal,I,VS1,61.5,56.0,6435,6.86,6.89,4.23 +16231,1.24,Ideal,H,SI1,60.9,57.0,6488,6.9,6.95,4.22 +52432,0.7,Very Good,H,VS2,63.0,55.4,2513,5.67,5.7,3.58 +7523,1.01,Ideal,G,SI2,62.4,56.0,4242,6.42,6.37,3.99 +20454,1.2,Premium,F,VS2,60.4,59.0,8796,6.91,6.89,4.17 +40213,0.41,Ideal,D,SI1,61.8,56.0,1122,4.78,4.73,2.94 +99,0.73,Very Good,E,SI1,61.6,59.0,2760,5.77,5.78,3.56 +52033,0.71,Good,I,VVS2,63.6,57.0,2450,5.69,5.66,3.61 +52500,0.71,Ideal,I,VS1,61.5,55.0,2525,5.73,5.78,3.54 +21503,1.7,Premium,E,SI2,59.8,59.0,9596,7.76,7.66,4.61 +19414,1.43,Very Good,H,SI1,62.8,58.0,8069,7.08,7.13,4.46 +32673,0.31,Ideal,G,VS1,62.1,55.0,802,4.36,4.33,2.7 +21454,1.52,Very Good,F,SI2,62.1,58.0,9552,7.26,7.34,4.53 +27157,1.69,Good,E,VS1,63.8,56.0,17400,7.51,7.57,4.81 +26966,1.07,Ideal,D,IF,60.9,54.0,17042,6.66,6.73,4.08 +307,0.7,Premium,E,VS1,62.2,58.0,2800,5.6,5.66,3.5 +29039,0.4,Good,E,SI1,63.7,57.0,687,4.66,4.69,2.98 +17289,1.12,Good,F,VS2,63.8,57.0,6925,6.59,6.61,4.21 +49439,0.7,Good,F,SI2,60.6,61.0,2109,5.71,5.77,3.48 +10673,1.08,Very Good,E,SI2,59.5,59.0,4840,6.71,6.78,4.01 +38180,0.41,Ideal,D,SI1,61.6,55.0,1015,4.8,4.78,2.95 +668,0.7,Good,F,VS2,59.1,61.0,2846,5.76,5.84,3.43 +47670,0.23,Premium,G,VVS1,61.3,59.0,531,3.96,3.94,2.42 +24578,1.7,Very Good,H,VS2,61.9,60.0,12874,7.57,7.61,4.7 +24383,0.38,Ideal,F,I1,62.5,57.0,638,4.64,4.61,2.89 +9137,1.1,Ideal,H,SI2,62.0,55.0,4537,6.6,6.62,4.1 +26283,2.14,Very Good,I,SI1,61.3,61.0,15769,8.28,8.32,5.09 +31953,0.31,Ideal,I,VS2,62.1,54.0,452,4.35,4.38,2.71 +39344,0.38,Ideal,E,VVS2,61.9,53.8,1073,4.66,4.7,2.9 +18892,0.9,Very Good,E,IF,63.9,55.0,7747,6.05,6.09,3.88 +53894,0.7,Ideal,F,VS1,62.0,55.0,2751,5.74,5.71,3.55 +22762,1.29,Very Good,E,VS1,61.8,57.0,10780,6.99,6.93,4.3 +31723,0.32,Very Good,G,VVS1,61.4,55.0,772,4.41,4.45,2.72 +7762,1.1,Very Good,J,SI2,61.8,58.0,4283,6.6,6.63,4.09 +7881,0.9,Very Good,G,VS2,63.3,54.0,4309,6.19,6.11,3.89 +38790,0.31,Ideal,G,VVS1,60.7,57.0,1046,4.4,4.37,2.66 +11376,0.34,Ideal,E,SI1,62.1,55.0,596,4.47,4.51,2.79 +2683,0.72,Ideal,F,SI1,60.2,57.0,3242,5.83,5.86,3.52 +22552,1.7,Ideal,J,VS1,60.9,58.0,10589,7.73,7.68,4.69 +44655,0.29,Very Good,G,VVS1,62.0,58.0,522,4.19,4.23,2.61 +47233,0.71,Fair,I,VS2,61.6,67.0,1840,5.76,5.61,3.5 +6842,1.13,Fair,J,SI1,64.9,55.0,4123,6.49,6.56,4.24 +28078,0.4,Ideal,J,VVS2,61.8,55.0,662,4.76,4.79,2.95 +9638,1.09,Premium,H,SI2,62.5,58.0,4639,6.61,6.55,4.11 +15910,1.04,Premium,G,VS1,60.2,58.0,6360,6.65,6.64,4.0 +48285,0.53,Ideal,E,VS2,62.0,56.0,1956,5.29,5.2,3.25 +15483,1.22,Ideal,J,VS1,61.4,58.0,6201,6.85,6.87,4.21 +36384,0.38,Premium,D,SI1,58.9,61.0,941,4.79,4.75,2.81 +36367,0.39,Ideal,F,VS1,61.9,55.2,939,4.66,4.7,2.89 +38159,0.33,Very Good,F,IF,60.3,58.0,1014,4.49,4.46,2.7 +26416,2.01,Premium,I,VS2,60.3,62.0,15939,8.13,8.08,4.89 +39044,0.4,Premium,E,VVS2,61.4,56.0,1056,4.81,4.74,2.93 +31912,0.3,Premium,G,VS1,62.9,60.0,776,4.29,4.26,2.69 +50155,0.75,Premium,G,SI2,61.0,58.0,2216,5.9,5.94,3.61 +27102,2.02,Ideal,H,SI1,62.5,54.0,17245,8.07,8.1,5.05 +5862,0.9,Good,G,SI1,60.2,63.0,3921,6.16,6.2,3.72 +31081,0.3,Very Good,D,VVS2,62.9,56.0,752,4.27,4.29,2.69 +33441,0.32,Ideal,G,VS1,61.9,55.0,828,4.43,4.39,2.73 +50383,0.55,Very Good,D,VS1,59.5,56.0,2251,5.35,5.38,3.19 +12919,1.2,Premium,H,SI2,62.5,58.0,5376,6.81,6.76,4.24 +37273,0.26,Ideal,H,VS1,62.2,54.0,482,4.09,4.11,2.55 +15155,1.21,Premium,F,SI2,59.0,60.0,6092,6.99,6.94,4.11 +18008,1.32,Very Good,H,SI1,62.8,56.0,7283,6.94,7.0,4.38 +7248,1.0,Ideal,F,SI2,61.8,57.0,4197,6.36,6.45,3.96 +5277,1.13,Ideal,E,I1,62.0,55.0,3797,6.7,6.66,4.14 +13810,1.04,Ideal,F,SI1,62.9,54.0,5626,6.49,6.46,4.07 +21612,1.04,Very Good,E,VVS2,62.8,58.0,9705,6.42,6.45,4.04 +8424,1.0,Good,H,SI1,61.6,61.0,4405,6.29,6.35,3.89 +50135,0.7,Very Good,G,VS1,62.9,59.0,2212,5.56,5.63,3.52 +3890,0.74,Ideal,D,VS2,62.0,57.0,3487,5.79,5.83,3.6 +51789,0.7,Fair,H,VS1,65.8,56.0,2415,5.54,5.49,3.63 +24894,1.2,Premium,E,VVS1,60.2,60.0,13321,6.84,6.97,4.16 +12048,0.34,Very Good,E,SI1,59.0,60.0,596,4.56,4.62,2.71 +22753,1.12,Ideal,E,VVS2,60.6,57.0,10769,6.77,6.66,4.07 +50926,0.61,Premium,F,VVS2,63.0,60.0,2319,5.35,5.29,3.35 +49847,0.53,Very Good,D,VS1,60.5,58.0,2170,5.27,5.3,3.2 +22491,1.62,Very Good,H,SI1,62.8,59.0,10521,7.4,7.45,4.66 +30284,0.34,Very Good,F,SI2,60.0,62.0,447,4.51,4.55,2.72 +26068,2.25,Good,J,SI1,62.4,61.0,15287,8.29,8.35,5.19 +5601,1.2,Premium,E,I1,62.3,60.0,3871,6.78,6.71,4.2 +14047,0.26,Ideal,G,IF,62.5,57.0,605,4.06,4.1,2.55 +43003,0.52,Premium,E,SI1,60.3,58.0,1369,5.2,5.24,3.15 +47761,0.52,Ideal,H,VVS1,61.7,53.0,1893,5.19,5.25,3.22 +24082,1.56,Premium,D,SI1,62.6,58.0,12226,7.36,7.44,4.63 +39080,0.31,Premium,D,VVS1,61.1,56.0,1060,4.42,4.35,2.68 +35923,0.43,Ideal,E,SI2,62.1,56.0,919,4.85,4.84,3.01 +16037,0.3,Premium,I,VS1,61.6,60.0,608,4.3,4.27,2.64 +46567,0.59,Ideal,D,SI1,61.4,55.0,1783,5.41,5.43,3.33 +5003,0.91,Premium,E,SI2,61.6,60.0,3743,6.14,6.1,3.77 +52654,0.72,Ideal,G,SI1,61.4,54.0,2548,5.79,5.81,3.56 +38605,0.46,Ideal,H,SI1,61.2,56.0,1039,4.99,5.04,3.07 +8129,1.08,Ideal,I,SI1,61.4,57.0,4355,6.67,6.62,4.08 +15018,1.0,Premium,G,VS2,60.6,60.0,6048,6.4,6.3,3.85 +49626,0.3,Premium,H,SI1,61.3,61.0,540,4.27,4.25,2.61 +16532,1.0,Premium,G,VS1,62.4,59.0,6606,6.35,6.4,3.98 +10093,0.9,Good,F,SI1,63.6,55.0,4712,6.15,6.12,3.9 +41953,0.23,Very Good,F,VVS2,62.9,57.0,505,3.9,3.95,2.47 +31726,0.33,Very Good,E,VS2,59.8,59.0,772,4.5,4.53,2.7 +38167,0.34,Ideal,E,VVS1,62.2,56.0,1014,4.45,4.49,2.78 +3032,0.31,Ideal,D,SI1,61.3,55.0,565,4.36,4.41,2.69 +30511,0.31,Premium,D,SI1,62.1,58.0,732,4.33,4.3,2.68 +9952,1.04,Ideal,I,VS1,63.0,56.0,4696,6.44,6.41,4.05 +19001,1.0,Premium,G,IF,62.2,61.0,7822,6.41,6.38,3.98 +40016,0.51,Very Good,D,SI2,61.5,59.0,1108,5.07,5.14,3.14 +42243,0.52,Ideal,D,SI2,61.9,55.0,1292,5.16,5.18,3.2 +46765,0.53,Ideal,E,VS2,61.5,56.0,1801,5.23,5.18,3.2 +38454,0.31,Premium,F,VVS1,59.7,59.0,1028,4.49,4.45,2.67 +4752,1.0,Premium,J,VS2,60.7,61.0,3685,6.5,6.41,3.92 +42285,0.36,Ideal,I,SI1,61.3,55.0,505,4.6,4.64,2.83 +9248,1.01,Premium,H,VS2,62.9,60.0,4559,6.33,6.22,3.95 +52807,0.71,Premium,I,VVS1,62.0,58.0,2572,5.7,5.65,3.52 +18111,1.25,Premium,H,VS1,62.7,59.0,7328,6.82,6.86,4.29 +32035,0.32,Ideal,E,VVS2,61.3,57.0,779,4.39,4.42,2.7 +49721,0.7,Premium,J,IF,60.5,59.0,2150,5.67,5.73,3.45 +3873,0.9,Very Good,H,SI2,62.3,61.0,3481,6.15,6.17,3.84 +10339,1.15,Very Good,H,SI2,63.2,58.0,4767,6.64,6.68,4.21 +46345,0.7,Ideal,E,SI1,62.3,56.0,1758,5.68,5.62,3.52 +37672,0.42,Ideal,E,SI1,61.3,57.0,992,4.81,4.79,2.94 +14561,1.0,Ideal,D,SI1,62.2,56.0,5880,6.38,6.35,3.96 +45108,0.5,Ideal,E,VS1,62.5,57.0,1649,4.99,5.05,3.14 +50500,0.7,Ideal,I,VS2,61.4,56.0,2270,5.72,5.75,3.52 +9823,1.01,Very Good,G,SI1,63.5,60.0,4672,6.33,6.3,4.01 +38098,0.36,Ideal,E,VS2,61.9,56.0,1013,4.59,4.56,2.83 +43173,0.42,Premium,F,IF,62.2,56.0,1389,4.85,4.8,3.0 +32566,0.38,Ideal,F,VS2,62.0,56.0,800,4.63,4.66,2.88 +47748,0.54,Very Good,D,VS2,61.1,55.0,1892,5.24,5.37,3.24 +51176,0.73,Premium,F,SI1,61.6,62.0,2346,5.76,5.71,3.53 +4031,0.9,Very Good,E,SI2,63.2,59.0,3526,6.1,6.15,3.87 +27798,0.37,Premium,G,VS2,60.1,59.0,649,4.64,4.68,2.8 +11447,1.01,Premium,G,SI1,60.6,57.0,5006,6.52,6.49,3.94 +8283,1.03,Ideal,H,SI2,62.5,54.0,4382,6.46,6.5,4.05 +7440,1.09,Good,F,SI1,61.0,64.0,4230,6.63,6.58,4.03 +47032,0.57,Ideal,E,VS2,60.4,57.0,1819,5.4,5.36,3.25 +32280,0.3,Ideal,G,VVS1,62.3,54.0,789,4.31,4.33,2.69 +20061,0.31,Very Good,F,VS2,62.9,58.0,625,4.27,4.31,2.7 +601,0.7,Premium,F,VS2,59.4,61.0,2838,5.83,5.79,3.45 +50391,0.72,Very Good,E,SI2,62.3,58.0,2252,5.7,5.76,3.57 +22859,1.51,Very Good,E,SI1,63.5,57.0,10891,7.28,7.23,4.61 +10879,0.93,Very Good,G,VS1,62.1,59.0,4879,6.16,6.21,3.84 +21913,1.32,Ideal,G,VS1,62.6,56.0,9979,7.05,7.0,4.4 +53580,0.7,Ideal,F,SI1,62.2,55.0,2697,5.73,5.68,3.55 +1365,0.9,Fair,J,VS1,64.6,58.0,2964,6.12,6.06,3.93 +45811,0.63,Ideal,G,SI1,62.3,58.0,1711,5.44,5.48,3.4 +52806,1.3,Fair,E,I1,66.5,58.0,2571,6.79,6.75,4.5 +13619,1.21,Premium,J,VVS2,60.8,60.0,5572,6.86,6.88,4.18 +17978,1.51,Ideal,E,SI2,62.7,55.0,7272,7.27,7.18,4.53 +27391,2.02,Premium,E,SI2,58.2,60.0,17938,8.32,8.25,4.82 +18296,1.42,Good,H,SI2,61.8,61.0,7437,7.01,7.09,4.36 +6214,0.9,Ideal,H,SI2,62.1,55.0,4001,6.17,6.2,3.84 +10148,1.25,Good,I,SI2,63.9,56.0,4725,6.81,6.77,4.34 +46429,0.56,Ideal,H,VS1,61.8,55.0,1770,5.29,5.33,3.28 +12551,1.34,Ideal,J,SI2,62.5,57.0,5273,7.0,7.08,4.4 +27770,0.32,Premium,H,VS2,62.7,54.0,648,4.41,4.39,2.76 +37961,0.41,Ideal,F,VS1,62.0,57.0,1007,4.73,4.76,2.94 +30295,0.34,Premium,I,SI1,60.2,59.0,447,4.52,4.55,2.73 +25515,2.03,Ideal,E,SI2,62.3,56.0,14308,8.11,8.09,5.05 +47942,0.55,Ideal,G,VVS2,62.2,54.0,1916,5.23,5.3,3.27 +35778,0.4,Very Good,E,VS2,62.9,55.0,912,4.73,4.74,2.98 +50018,0.7,Premium,F,SI1,62.3,58.0,2196,5.67,5.72,3.55 +42313,0.41,Premium,F,VVS1,61.3,59.0,1295,4.73,4.79,2.92 +30047,0.41,Very Good,G,SI1,62.5,57.0,719,4.69,4.72,2.94 +4486,0.83,Ideal,E,VS2,61.8,57.0,3625,6.04,6.03,3.73 +29685,0.32,Ideal,F,VS2,62.6,57.0,707,4.41,4.37,2.75 +2970,0.78,Very Good,D,VS2,58.5,56.0,3298,6.08,6.12,3.57 +30464,0.41,Good,J,VS2,64.0,59.0,732,4.71,4.64,2.99 +45312,0.3,Very Good,F,VS2,58.8,60.0,524,4.37,4.41,2.58 +42653,0.4,Very Good,E,VVS1,62.8,57.0,1333,4.65,4.71,2.94 +5080,0.92,Premium,G,SI1,61.5,60.0,3751,6.26,6.19,3.83 +40893,0.51,Premium,E,SI2,61.8,58.0,1177,5.08,5.11,3.15 +129,0.91,Fair,H,SI2,64.4,57.0,2763,6.11,6.09,3.93 +47646,0.23,Ideal,F,VVS2,60.9,57.0,530,3.95,3.97,2.41 +28665,0.31,Ideal,G,VVS2,62.1,54.0,677,4.37,4.39,2.72 +6997,1.0,Good,F,SI2,63.8,58.0,4155,6.33,6.28,4.02 +22527,1.01,Good,E,VVS1,63.1,59.0,10567,6.31,6.34,3.99 +6635,0.9,Ideal,G,SI1,62.1,56.0,4088,6.2,6.16,3.84 +51418,0.62,Ideal,F,VS1,61.2,54.0,2371,5.55,5.52,3.39 +45534,0.55,Ideal,H,VS1,61.2,56.0,1686,5.26,5.3,3.23 +4438,1.05,Ideal,J,SI2,61.6,57.0,3616,6.55,6.51,4.02 +263,0.73,Ideal,E,SI1,62.2,56.0,2791,5.74,5.78,3.58 +42150,0.5,Ideal,F,SI1,62.7,57.0,1282,5.06,5.09,3.18 +507,0.7,Ideal,D,SI1,61.8,56.0,2822,5.73,5.63,3.51 +23108,1.3,Premium,F,VS1,62.0,58.0,11130,6.94,6.9,4.29 +28235,0.33,Ideal,G,VS1,61.8,56.0,666,4.42,4.45,2.74 +47388,0.54,Ideal,E,VS2,61.9,55.0,1847,5.24,5.2,3.23 +19232,1.05,Very Good,E,VS1,63.1,59.0,7969,6.49,6.45,4.08 +46415,0.52,Ideal,E,VS2,61.3,55.0,1767,5.22,5.19,3.19 +14076,1.03,Premium,E,SI1,62.9,56.0,5710,6.49,6.39,4.05 +19086,1.53,Ideal,I,SI2,62.4,54.0,7859,7.34,7.41,4.6 +53467,0.76,Ideal,I,VS1,61.5,57.0,2679,5.85,5.89,3.61 +40701,0.4,Ideal,E,VVS2,62.1,55.0,1158,4.74,4.76,2.95 +33228,0.4,Very Good,G,VS1,61.8,58.0,822,4.69,4.72,2.91 +20914,1.34,Very Good,G,VS2,60.7,59.0,9127,7.04,7.07,4.28 +26166,2.06,Premium,I,SI1,60.8,60.0,15494,8.25,8.16,4.99 +41956,0.23,Very Good,E,VVS2,62.6,59.0,505,3.93,3.96,2.47 +42300,0.32,Very Good,H,VS2,62.7,54.0,505,4.39,4.41,2.76 +23700,1.01,Ideal,D,VVS1,62.5,55.0,11767,6.44,6.39,4.01 +39780,0.36,Premium,D,VS2,61.0,59.0,1094,4.61,4.57,2.8 +15419,1.38,Premium,J,VS2,60.2,59.0,6175,7.29,7.19,4.36 +52529,0.76,Very Good,I,VS1,59.8,61.0,2530,5.92,5.96,3.55 +8382,0.35,Ideal,F,SI1,62.5,54.0,583,4.5,4.52,2.82 +30380,0.3,Very Good,F,VVS2,59.9,56.0,730,4.38,4.44,2.64 +11926,1.15,Ideal,J,VS2,60.7,55.0,5125,6.77,6.83,4.13 +23881,1.27,Ideal,F,VS1,61.6,55.0,11973,6.97,7.03,4.31 +10811,1.0,Very Good,E,SI1,62.1,57.0,4864,6.35,6.4,3.96 +48609,0.57,Ideal,D,VS2,61.8,56.0,1998,5.31,5.34,3.29 +16701,0.32,Premium,J,VS1,61.7,58.0,421,4.38,4.4,2.71 +15480,1.35,Ideal,I,SI1,62.3,57.0,6199,7.11,7.05,4.41 +1495,0.75,Ideal,G,VS2,60.6,55.0,2991,5.91,5.93,3.59 +36614,0.32,Premium,G,SI1,62.5,58.0,477,4.4,4.43,2.76 +18226,1.04,Good,F,VS1,63.2,57.0,7399,6.41,6.44,4.06 +12600,1.02,Very Good,F,SI1,60.9,57.0,5287,6.52,6.56,3.98 +27764,0.32,Premium,H,VS2,60.6,58.0,648,4.47,4.44,2.7 +25715,2.02,Very Good,I,VS2,58.8,57.0,14620,8.21,8.29,4.85 +48649,0.34,Premium,I,VS1,61.0,60.0,537,4.48,4.51,2.74 +15026,1.5,Premium,J,SI2,61.0,60.0,6048,7.34,7.3,4.46 +26970,2.04,Ideal,F,SI2,62.4,56.0,17049,8.07,8.14,5.06 +36516,0.3,Premium,F,VVS2,61.1,59.0,945,4.32,4.29,2.63 +36326,0.32,Ideal,G,VVS2,61.6,55.0,936,4.42,4.41,2.72 +50164,0.7,Good,H,SI1,63.7,59.0,2218,5.53,5.59,3.54 +49548,0.77,Very Good,H,SI2,63.6,58.0,2129,5.77,5.81,3.68 +13285,1.0,Premium,D,SI1,61.3,54.0,5488,6.39,6.37,3.91 +13087,1.03,Ideal,H,SI1,61.7,57.0,5418,6.47,6.53,4.01 +14088,1.27,Very Good,H,SI2,60.6,59.0,5715,6.97,7.0,4.23 +36836,0.37,Premium,H,VVS2,62.2,59.0,957,4.56,4.54,2.83 +32570,0.38,Very Good,F,VS2,61.9,59.0,800,4.61,4.66,2.87 +37162,0.32,Ideal,D,VS2,62.1,56.0,972,4.43,4.39,2.74 +33312,0.35,Ideal,D,SI1,62.3,55.0,827,4.56,4.52,2.83 +25233,1.59,Ideal,H,VS1,60.7,56.0,13839,7.54,7.58,4.59 +36567,0.3,Premium,G,VVS1,61.3,58.0,945,4.33,4.29,2.64 +23485,1.51,Good,E,SI1,62.8,59.0,11487,7.16,7.2,4.51 +30453,0.3,Ideal,F,VS1,61.0,56.0,731,4.37,4.35,2.66 +16993,1.01,Very Good,E,VS2,63.5,58.0,6787,6.36,6.34,4.03 +51152,0.81,Premium,H,SI2,60.0,59.0,2344,6.03,5.97,3.62 +18743,1.1,Ideal,F,VS2,62.2,57.0,7658,6.62,6.59,4.11 +53121,0.7,Ideal,E,SI1,60.2,58.0,2617,5.75,5.78,3.47 +14913,2.03,Fair,H,I1,64.4,59.0,6002,7.91,7.85,5.07 +26878,1.4,Ideal,F,VVS1,61.9,57.0,16808,7.2,7.14,4.44 +53326,0.75,Ideal,E,SI1,61.5,56.0,2652,5.88,5.84,3.6 +43507,0.43,Premium,F,VVS1,60.3,58.0,1422,4.91,4.88,2.95 +8235,1.12,Very Good,H,SI2,62.5,58.0,4373,6.58,6.63,4.13 +18734,1.68,Premium,J,SI2,59.2,57.0,7652,7.83,7.72,4.6 +35884,0.32,Ideal,G,IF,61.0,56.0,918,4.43,4.45,2.71 +34934,0.23,Ideal,G,SI1,61.2,56.0,375,3.97,4.0,2.44 +7344,1.18,Premium,D,SI2,61.8,58.0,4211,6.83,6.7,4.19 +16170,1.34,Very Good,G,SI2,62.2,56.0,6463,7.0,7.08,4.38 +32693,0.31,Good,G,VS1,63.7,56.0,802,4.3,4.27,2.73 +30577,0.31,Ideal,E,VS1,61.9,56.0,734,4.32,4.34,2.68 +43262,0.3,Very Good,J,VS1,63.4,57.0,506,4.26,4.23,2.69 +51556,0.73,Good,E,SI2,63.3,57.0,2388,5.69,5.72,3.61 +52977,0.3,Very Good,D,SI1,63.0,58.0,552,4.24,4.27,2.68 +35568,0.35,Ideal,F,VS2,62.3,55.0,906,4.56,4.53,2.83 +18968,1.01,Ideal,G,VVS1,61.7,57.0,7805,6.42,6.39,3.95 +22321,1.57,Ideal,E,SI2,61.4,56.0,10362,7.44,7.52,4.59 +1466,0.91,Premium,I,SI2,60.2,59.0,2981,6.29,6.24,3.77 +9446,0.9,Ideal,F,SI2,61.9,57.0,4593,6.13,6.18,3.81 +26513,2.19,Ideal,I,SI2,62.4,56.0,16147,8.26,8.3,5.17 +44780,0.59,Ideal,G,VS2,62.9,56.0,1622,5.35,5.33,3.36 +7348,1.11,Premium,H,SI2,61.5,59.0,4212,6.61,6.56,4.05 +53530,0.74,Ideal,G,SI2,61.7,56.0,2690,5.8,5.87,3.6 +19745,1.47,Premium,F,SI2,61.6,60.0,8314,7.38,7.33,4.53 +14857,1.0,Good,E,VS2,63.3,59.0,5984,6.29,6.34,4.0 +37663,0.42,Ideal,F,SI1,62.0,57.0,992,4.83,4.81,2.99 +42071,0.5,Very Good,F,VS2,63.0,57.0,1272,5.02,5.1,3.19 +41877,0.5,Fair,G,VS1,65.7,63.0,1257,4.97,4.87,3.23 +7476,1.1,Very Good,I,SI1,60.4,61.0,4235,6.69,6.73,4.05 +33579,0.38,Ideal,H,VVS2,62.5,53.4,832,4.63,4.66,2.9 +6811,1.01,Ideal,E,SI2,63.0,56.0,4118,6.34,6.3,3.98 +35007,0.4,Very Good,I,VS1,63.5,55.0,882,4.71,4.67,2.98 +15276,1.01,Ideal,G,VS2,60.4,61.0,6132,6.45,6.5,3.91 +50905,0.72,Ideal,G,SI1,62.0,56.0,2318,5.75,5.71,3.55 +39725,0.58,Very Good,J,VS2,62.8,57.0,1090,5.28,5.33,3.33 +4293,1.04,Ideal,E,SI2,59.0,57.0,3588,6.65,6.6,3.91 +32034,0.31,Very Good,F,VVS1,59.4,57.0,779,4.39,4.43,2.62 +8842,0.9,Good,G,VS1,63.9,60.0,4479,6.09,6.14,3.91 +14931,1.22,Premium,E,SI2,61.5,58.0,6012,6.84,6.86,4.21 +39004,0.42,Ideal,G,VS1,61.0,56.0,1055,4.86,4.82,2.95 +46362,0.57,Ideal,F,VS2,62.1,55.0,1760,5.35,5.31,3.31 +13855,1.26,Ideal,I,SI1,62.4,56.0,5645,6.93,6.85,4.3 +16191,1.01,Premium,G,VVS2,61.9,60.0,6470,6.45,6.41,3.98 +7035,0.9,Very Good,I,VVS1,63.5,58.0,4161,6.06,6.09,3.86 +22624,1.63,Ideal,G,SI2,62.6,53.0,10680,7.55,7.49,4.71 +50568,0.77,Very Good,F,SI2,61.1,59.0,2278,5.85,5.95,3.59 +30393,0.33,Ideal,H,VVS1,61.7,55.0,730,4.48,4.5,2.77 +27636,1.04,Very Good,D,IF,61.3,56.0,18542,6.53,6.55,4.01 +31791,0.42,Premium,E,SI1,62.7,59.0,773,4.78,4.79,3.0 +15722,1.04,Ideal,G,VS2,61.9,57.0,6290,6.5,6.46,4.01 +53028,0.82,Very Good,I,SI1,60.5,58.0,2602,6.01,6.08,3.66 +37142,0.4,Ideal,F,VVS2,61.1,57.0,972,4.73,4.8,2.91 +10720,0.31,Ideal,D,SI2,62.5,55.0,593,4.34,4.3,2.7 +24968,1.57,Ideal,G,VS1,61.9,55.0,13462,7.53,7.47,4.64 +26623,2.02,Fair,D,SI1,65.0,55.0,16386,7.94,7.84,5.13 +28846,0.41,Very Good,E,SI2,62.9,58.0,683,4.74,4.77,2.99 +23137,2.01,Fair,E,SI2,65.5,56.0,11156,7.84,7.79,5.12 +32980,0.37,Very Good,E,VS2,62.3,59.0,811,4.56,4.59,2.85 +50885,0.83,Good,H,SI2,63.9,56.0,2316,5.93,5.99,3.81 +27044,0.32,Very Good,G,VS1,62.8,54.0,645,4.38,4.41,2.76 +31637,0.3,Premium,J,SI1,62.7,59.0,450,4.27,4.21,2.66 +47460,0.53,Ideal,D,VS2,61.5,56.0,1857,5.17,5.23,3.2 +19977,1.51,Premium,J,VS1,62.1,58.0,8524,7.4,7.36,4.58 +40816,0.32,Ideal,E,IF,62.6,55.0,1170,4.41,4.38,2.75 +7877,0.9,Premium,H,VS1,62.4,58.0,4309,6.15,6.19,3.85 +4537,1.03,Very Good,J,SI2,63.1,57.0,3640,6.41,6.43,4.05 +51261,0.58,Ideal,E,VS2,61.6,55.0,2357,5.36,5.39,3.31 +43568,0.41,Ideal,G,IF,61.0,57.0,1431,4.81,4.79,2.93 +28655,0.32,Very Good,G,VVS1,60.9,57.0,676,4.41,4.44,2.69 +48759,0.56,Ideal,F,VS1,61.7,56.0,2016,5.33,5.3,3.28 +23550,1.51,Very Good,F,SI1,62.8,59.0,11560,7.28,7.31,4.58 +29070,0.34,Ideal,E,VS1,62.0,57.0,687,4.44,4.49,2.77 +5270,1.02,Very Good,J,VS2,59.3,58.0,3796,6.56,6.62,3.91 +39257,0.38,Ideal,E,VS1,62.7,55.0,1069,4.65,4.6,2.9 +46633,0.3,Good,G,VS2,63.1,57.0,526,4.24,4.28,2.69 +38264,0.31,Very Good,I,SI2,60.6,61.0,383,4.4,4.45,2.68 +48944,0.8,Premium,J,VS2,62.7,61.0,2045,5.89,5.84,3.68 +47175,0.54,Premium,I,IF,58.8,61.0,1836,5.35,5.29,3.13 +27139,1.67,Ideal,F,VS2,61.8,57.0,17351,7.62,7.58,4.7 +8793,1.06,Very Good,D,SI2,60.9,58.0,4471,6.57,6.63,4.02 +18935,1.51,Ideal,H,SI1,61.7,56.0,7780,7.25,7.18,4.45 +18439,1.08,Premium,F,VS2,62.1,59.0,7501,6.54,6.59,4.08 +11768,1.2,Good,H,SI2,62.2,62.0,5082,6.69,6.75,4.18 +33006,0.44,Ideal,G,SI1,61.1,56.0,813,4.92,4.94,3.01 +29992,0.32,Ideal,F,VS1,61.0,56.0,716,4.45,4.48,2.72 +45035,0.54,Good,G,VS2,56.9,62.0,1637,5.42,5.4,3.08 +29612,0.27,Very Good,G,VS2,61.5,57.0,439,4.18,4.22,2.58 +6838,1.01,Premium,F,SI2,60.6,60.0,4121,6.46,6.5,3.93 +33361,0.41,Very Good,I,VVS2,62.9,58.0,827,4.71,4.74,2.97 +1026,0.72,Premium,E,VS2,61.1,59.0,2903,5.8,5.75,3.53 +40340,0.39,Premium,E,VVS2,61.1,59.0,1129,4.68,4.74,2.88 +45435,0.5,Very Good,D,VS1,63.7,57.0,1671,5.08,5.13,3.25 +40787,0.4,Ideal,F,VVS1,62.3,54.0,1168,4.75,4.78,2.97 +30245,0.33,Ideal,D,VS2,61.7,55.0,724,4.46,4.48,2.76 +9512,1.05,Very Good,I,VS2,63.1,58.0,4612,6.47,6.42,4.07 +41853,0.44,Ideal,H,IF,62.0,57.0,1255,4.87,4.91,3.02 +33188,0.4,Very Good,H,VS1,61.3,59.0,818,4.79,4.74,2.92 +15745,1.0,Premium,F,VS2,62.2,57.0,6296,6.43,6.4,3.99 +23444,1.51,Premium,H,VS2,60.2,60.0,11435,7.33,7.35,4.42 +22456,1.21,Ideal,G,VVS1,61.0,57.0,10482,6.93,6.87,4.21 +36262,0.31,Ideal,E,VVS1,62.3,57.0,936,4.32,4.35,2.7 +40168,0.38,Ideal,F,VVS2,61.0,57.0,1117,4.69,4.72,2.87 +12494,1.08,Very Good,F,SI1,58.2,63.0,5256,6.69,6.78,3.92 +15135,1.32,Very Good,H,SI2,63.0,59.0,6085,6.91,6.99,4.38 +45382,0.5,Premium,F,VS1,62.9,58.0,1666,5.09,5.05,3.19 +42499,0.52,Ideal,D,SI2,60.7,56.0,1320,5.22,5.25,3.18 +6677,0.9,Very Good,F,SI1,62.8,59.0,4099,6.1,6.16,3.85 +26695,0.27,Very Good,F,VS1,62.4,55.0,429,4.12,4.15,2.58 +8857,1.0,Premium,F,SI2,61.6,58.0,4480,6.44,6.35,3.94 +1969,0.71,Ideal,D,VS1,62.5,57.0,3090,5.71,5.68,3.56 +7039,1.02,Very Good,F,SI2,63.0,58.0,4162,6.38,6.44,4.04 +30321,0.36,Very Good,G,VS1,62.9,57.0,726,4.56,4.6,2.88 +49438,0.6,Ideal,G,VS1,60.2,57.0,2109,5.49,5.54,3.32 +6723,0.31,Ideal,G,VS2,62.1,55.0,577,4.35,4.38,2.71 +44672,0.7,Very Good,J,SI2,63.6,56.0,1609,5.57,5.63,3.56 +22782,1.29,Premium,F,VS1,61.3,61.0,10801,7.05,6.95,4.29 +45968,0.35,Very Good,J,SI1,63.3,56.0,526,4.53,4.5,2.86 +6519,1.0,Good,D,SI2,64.3,59.0,4065,6.21,6.3,4.02 +30708,0.4,Good,I,VS1,63.8,55.0,737,4.65,4.69,2.98 +27580,1.79,Premium,G,VS1,61.7,59.0,18419,7.85,7.74,4.81 +5638,0.75,Ideal,G,VVS2,62.2,56.0,3879,5.78,5.82,3.61 +4678,1.05,Premium,F,SI2,61.1,59.0,3672,6.54,6.61,4.02 +5836,0.95,Ideal,I,SI2,61.2,56.0,3918,6.33,6.37,3.89 +12280,1.2,Good,I,SI1,63.9,56.0,5211,6.62,6.69,4.25 +50759,0.72,Premium,F,SI2,60.5,59.0,2298,5.83,5.8,3.52 +33545,0.35,Ideal,D,VS2,62.0,55.0,829,4.47,4.53,2.79 +28518,0.32,Ideal,I,IF,62.2,57.0,673,4.35,4.37,2.71 +47868,0.52,Ideal,G,VVS2,61.8,57.0,1911,5.14,5.19,3.19 +50669,0.31,Ideal,G,VS2,59.6,57.0,544,4.4,4.43,2.63 +28820,0.31,Ideal,D,VS1,62.1,57.0,683,4.32,4.35,2.69 +51047,0.7,Very Good,H,VS2,61.6,55.0,2330,5.71,5.75,3.53 +8239,1.32,Premium,G,SI2,59.2,61.0,4373,7.21,7.14,4.25 +20772,1.5,Very Good,D,SI2,58.7,57.0,9009,7.42,7.48,4.37 +31746,0.44,Premium,G,SI1,61.1,59.0,772,4.86,4.9,2.98 +25205,2.07,Premium,J,VS2,61.5,59.0,13800,8.2,8.16,5.03 +32255,0.3,Ideal,E,VVS2,60.2,57.0,789,4.37,4.4,2.64 +35799,0.39,Very Good,E,VS1,62.5,58.0,914,4.67,4.7,2.93 +31090,0.33,Ideal,G,VVS2,62.5,54.0,752,4.41,4.45,2.77 +11805,1.01,Fair,F,VS2,65.2,52.0,5090,6.31,6.29,4.11 +35006,0.42,Premium,G,SI1,62.7,58.0,882,4.79,4.75,2.99 +9580,1.08,Premium,G,SI2,62.3,56.0,4627,6.6,6.52,4.09 +48152,0.56,Ideal,H,VVS1,61.7,55.0,1941,5.3,5.33,3.28 +37466,0.42,Ideal,G,VS1,61.8,56.0,984,4.84,4.8,2.98 +23948,1.56,Ideal,H,SI1,62.2,55.0,12082,7.41,7.45,4.62 +35086,0.3,Ideal,F,IF,61.1,58.0,886,4.32,4.36,2.65 +46206,0.6,Very Good,D,SI1,62.2,58.0,1750,5.4,5.44,3.37 +1131,0.73,Ideal,G,VVS2,61.9,55.0,2919,5.83,5.77,3.59 +22177,1.63,Very Good,H,SI1,59.8,60.0,10216,7.64,7.68,4.58 +43910,0.23,Ideal,H,VS2,62.3,53.0,512,3.96,3.99,2.48 +26981,2.05,Premium,E,SI2,58.6,59.0,17066,8.43,8.36,4.92 +26991,2.01,Very Good,D,SI2,61.8,59.0,17079,8.07,8.15,5.01 +11958,0.9,Very Good,G,VS1,61.4,57.0,5135,6.2,6.24,3.82 +51978,0.26,Very Good,E,IF,58.7,63.0,547,4.19,4.23,2.47 +22470,1.52,Very Good,H,VS1,59.8,57.0,10497,7.47,7.55,4.49 +10857,1.13,Premium,H,SI2,60.7,54.0,4873,6.82,6.72,4.11 +14652,1.2,Good,E,VS2,63.7,57.0,5914,6.71,6.64,4.25 +52865,0.73,Premium,D,SI1,62.5,59.0,2579,5.75,5.68,3.57 +26256,1.5,Premium,F,VS1,62.2,60.0,15708,7.27,7.3,4.53 +24177,1.52,Very Good,G,VS2,62.8,54.0,12359,7.26,7.36,4.59 +3555,0.74,Good,E,VS1,63.4,55.0,3416,5.76,5.78,3.66 +43320,0.51,Premium,E,SI1,62.9,57.0,1402,5.11,5.06,3.2 +20473,1.59,Ideal,I,SI2,60.5,55.1,8814,7.55,7.62,4.59 +48463,0.61,Good,H,VVS2,58.7,64.0,1976,5.53,5.5,3.24 +29340,0.31,Ideal,G,VS2,59.1,57.0,698,4.48,4.45,2.64 +32780,0.45,Premium,G,SI2,62.0,62.0,803,4.96,4.86,3.05 +27126,2.04,Very Good,I,VS2,60.3,59.0,17315,8.18,8.2,4.94 +20798,1.28,Premium,G,VS2,62.2,59.0,9032,6.94,6.89,4.3 +27774,0.32,Premium,H,VS2,61.0,60.0,648,4.41,4.35,2.67 +28436,0.3,Ideal,E,VS1,62.1,57.0,670,4.3,4.33,2.68 +48667,0.71,Ideal,J,SI1,60.7,61.0,2001,5.72,5.77,3.49 +51827,0.7,Very Good,I,VVS1,60.9,60.0,2421,5.68,5.71,3.47 +32137,0.36,Ideal,F,VS2,60.5,57.0,786,4.61,4.65,2.8 +20305,1.36,Premium,H,VS2,61.9,58.0,8718,7.09,7.15,4.41 +41955,0.23,Very Good,E,VVS2,60.6,60.0,505,3.93,3.99,2.4 +34731,0.32,Very Good,G,VVS1,61.2,59.0,876,4.41,4.45,2.71 +148,0.73,Very Good,D,SI1,60.2,56.0,2768,5.83,5.87,3.52 +1486,0.77,Premium,E,SI1,61.7,58.0,2988,5.86,5.9,3.63 +50070,0.69,Good,G,VS1,60.8,64.0,2202,5.77,5.66,3.47 +19262,1.19,Very Good,G,VS1,59.1,58.0,7989,6.96,7.05,4.14 +30092,0.32,Ideal,H,VS1,63.0,57.0,720,4.39,4.37,2.76 +29166,0.38,Ideal,F,VS2,61.2,57.0,693,4.64,4.67,2.85 +13489,1.07,Ideal,E,SI1,61.4,57.0,5537,6.59,6.53,4.03 +25655,2.01,Premium,H,SI2,62.3,60.0,14558,7.97,7.95,4.96 +39461,0.4,Ideal,D,VVS2,61.4,56.0,1078,4.75,4.8,2.93 +18073,1.5,Fair,G,SI1,56.1,62.0,7300,7.6,7.52,4.24 +22970,1.63,Ideal,I,VS2,61.9,54.3,11019,7.54,7.58,4.68 +25438,1.71,Premium,E,SI1,62.2,58.0,14190,7.61,7.67,4.75 +41537,0.42,Ideal,G,VVS1,62.0,56.0,1235,4.84,4.81,2.99 +21382,0.34,Ideal,D,SI1,60.1,57.0,626,4.52,4.56,2.73 +43382,0.5,Good,G,VS2,63.2,57.0,1410,4.99,5.04,3.17 +21372,0.34,Ideal,D,SI1,61.2,57.0,626,4.48,4.51,2.75 +1439,1.0,Fair,D,SI2,69.3,58.0,2974,5.96,5.87,4.1 +23877,1.73,Premium,H,SI1,62.4,58.0,11969,7.61,7.64,4.76 +30402,0.32,Premium,H,VVS1,62.5,58.0,730,4.33,4.37,2.72 +18944,1.21,Very Good,G,VS2,62.0,58.0,7787,6.73,6.82,4.2 +32288,0.33,Ideal,G,SI1,61.8,54.0,453,4.46,4.5,2.77 +34230,0.4,Premium,E,SI2,62.9,58.0,855,4.74,4.7,2.97 +46913,0.65,Very Good,F,SI1,60.0,63.0,1814,5.62,5.54,3.35 +25245,1.5,Premium,F,VS2,60.9,60.0,13853,7.42,7.35,4.5 +7812,1.18,Very Good,J,SI2,63.5,57.0,4294,6.68,6.74,4.26 +44974,0.32,Ideal,H,VS2,61.2,55.0,523,4.41,4.45,2.71 +52368,0.81,Very Good,H,SI2,62.1,56.0,2504,5.95,5.99,3.71 +6817,1.01,Good,E,SI2,63.7,55.0,4118,6.38,6.31,4.05 +10616,1.01,Premium,F,SI1,60.3,58.0,4829,6.53,6.61,3.96 +4977,0.78,Ideal,G,VS1,61.6,55.0,3736,5.91,5.94,3.65 +27412,2.06,Very Good,G,SI2,62.3,59.0,18005,8.07,8.2,5.07 +16757,1.01,Ideal,F,VS2,60.3,56.0,6672,6.5,6.56,3.94 +28987,0.41,Ideal,I,VS1,61.9,55.0,685,4.78,4.82,2.97 +24434,1.65,Very Good,H,VS1,62.0,54.0,12686,7.55,7.62,4.7 +31532,0.34,Ideal,E,SI1,62.7,55.0,765,4.47,4.46,2.8 +22665,1.02,Very Good,E,IF,63.5,58.0,10710,6.43,6.33,4.05 +21896,1.01,Very Good,D,VVS2,60.2,58.0,9965,6.51,6.57,3.94 +48361,0.56,Very Good,E,VS2,61.1,57.0,1963,5.33,5.37,3.27 +24801,2.03,Premium,I,SI2,62.8,59.0,13182,8.08,8.04,5.06 +8144,1.01,Fair,H,VVS2,65.0,55.0,4355,6.31,6.27,4.09 +53672,0.71,Ideal,E,VS2,61.7,56.0,2709,5.73,5.75,3.54 +28920,0.3,Good,G,VVS2,63.8,56.0,684,4.27,4.29,2.73 +41057,0.42,Very Good,H,VS2,60.9,55.0,1190,4.87,4.89,2.97 +37604,0.24,Very Good,D,VVS2,61.3,58.0,485,3.99,4.03,2.46 +12061,0.73,Ideal,F,VVS1,61.4,56.0,5154,5.8,5.81,3.56 +25996,2.04,Premium,G,SI1,60.7,62.0,15217,8.3,8.15,4.96 +1312,0.7,Ideal,F,VS2,60.8,57.0,2956,5.75,5.77,3.5 +48234,0.57,Premium,D,SI1,63.0,59.0,1949,5.27,5.23,3.31 +46136,0.41,Ideal,E,VVS1,61.1,56.0,1745,4.8,4.82,2.94 +11468,1.11,Ideal,J,VS1,61.3,55.0,5012,6.65,6.75,4.11 +52023,0.57,Ideal,E,VVS2,62.0,57.0,2447,5.29,5.33,3.29 +5763,1.01,Very Good,F,SI2,63.5,56.0,3897,6.38,6.35,4.04 +15635,1.01,Fair,F,VS2,61.1,60.0,6271,6.49,6.4,3.94 +43460,0.46,Very Good,E,VS1,60.3,59.2,1417,4.96,5.02,3.01 +50004,0.74,Fair,H,VS1,66.3,63.0,2193,5.63,5.5,3.69 +46116,0.56,Ideal,I,VVS1,61.1,55.0,1743,5.35,5.33,3.26 +12325,1.01,Very Good,E,SI1,59.9,59.0,5224,6.46,6.49,3.88 +45021,0.54,Premium,H,VS1,62.4,55.0,1637,5.25,5.2,3.26 +34711,0.37,Ideal,D,SI1,61.5,57.0,874,4.63,4.6,2.84 +17207,1.24,Premium,F,SI1,61.6,59.0,6874,6.86,6.9,4.24 +35914,0.39,Ideal,F,SI1,61.3,56.0,919,4.69,4.72,2.88 +25262,2.0,Very Good,I,SI2,59.5,61.0,13892,8.16,8.18,4.86 +35684,0.41,Good,E,VS2,63.1,64.0,910,4.63,4.66,2.93 +47077,0.52,Ideal,D,VS2,61.8,56.0,1822,5.15,5.17,3.19 +27850,0.31,Ideal,H,VVS2,61.7,55.8,652,4.35,4.39,2.69 +1358,0.9,Fair,F,SI2,65.7,59.0,2964,6.03,5.99,3.95 +10483,1.25,Ideal,I,VS2,60.0,57.0,4795,7.07,7.02,4.23 +38145,0.3,Premium,G,VVS1,62.7,59.0,1013,4.27,4.22,2.66 +30442,0.32,Very Good,G,VVS2,62.6,58.0,730,4.35,4.37,2.73 +18269,1.22,Ideal,H,VS1,62.3,55.0,7418,6.8,6.84,4.25 +39844,0.5,Ideal,J,VS2,61.6,57.0,1099,5.08,5.12,3.14 +22175,1.2,Ideal,E,VS2,61.3,56.0,10214,6.89,6.84,4.21 +35069,0.32,Very Good,F,VVS1,61.5,56.0,886,4.38,4.4,2.7 +25101,1.5,Very Good,D,VS2,63.8,55.0,13629,7.24,7.28,4.63 +12865,1.06,Ideal,I,VS2,61.0,57.0,5362,6.55,6.59,4.01 +18627,1.01,Ideal,F,VS1,62.0,57.0,7602,6.45,6.39,3.98 +10208,1.0,Very Good,G,SI1,59.3,63.0,4741,6.44,6.48,3.83 +1247,0.85,Good,G,SI1,64.9,56.0,2945,5.95,5.98,3.87 +31519,0.34,Premium,E,SI1,60.7,60.0,765,4.51,4.48,2.73 +11677,1.02,Very Good,F,SI1,63.1,55.0,5058,6.45,6.38,4.05 +42297,0.36,Ideal,H,SI1,61.5,57.0,505,4.57,4.6,2.82 +45626,0.61,Ideal,J,VVS1,60.9,56.0,1692,5.45,5.51,3.34 +4432,0.9,Very Good,G,SI1,63.4,54.0,3615,6.11,6.16,3.89 +17050,0.3,Ideal,F,VS1,61.8,55.0,612,4.31,4.33,2.67 +26240,2.01,Very Good,I,VS2,62.5,61.0,15675,7.97,8.03,5.0 +28042,0.38,Good,I,SI1,63.7,57.0,659,4.63,4.57,2.93 +18189,1.2,Ideal,G,SI1,62.7,56.0,7372,6.78,6.83,4.27 +24988,1.72,Good,F,SI1,63.2,61.0,13499,7.57,7.62,4.8 +3245,0.71,Ideal,H,IF,63.0,57.0,3354,5.68,5.72,3.59 +35608,0.31,Very Good,H,VVS1,63.1,57.0,907,4.31,4.25,2.7 +43091,0.51,Premium,G,VS2,61.1,58.0,1381,5.17,5.2,3.17 +30872,0.33,Ideal,G,VS2,62.5,57.0,743,4.41,4.39,2.75 +1990,0.71,Very Good,D,VS2,63.1,59.0,3096,5.64,5.67,3.57 +30786,0.33,Very Good,D,VS1,61.6,53.0,742,4.45,4.48,2.75 +15053,0.3,Premium,F,VS2,61.5,60.0,605,4.26,4.29,2.63 +23703,0.4,Premium,J,VS1,59.7,59.0,631,4.79,4.83,2.87 +6114,1.02,Very Good,I,SI2,62.8,56.0,3980,6.42,6.38,4.02 +20948,1.73,Premium,J,SI1,61.0,59.0,9165,7.75,7.68,4.71 +24264,1.51,Good,G,VS1,63.1,55.0,12489,7.3,7.34,4.62 +51796,0.7,Premium,E,VS2,63.0,61.0,2415,5.64,5.51,3.51 +46011,0.52,Ideal,E,VS1,61.3,56.0,1726,5.18,5.22,3.19 +16226,1.03,Very Good,G,VS1,60.6,58.0,6487,6.48,6.55,3.95 +17529,1.26,Premium,H,SI1,61.3,57.0,7056,7.01,6.93,4.27 +36575,0.35,Ideal,E,VS1,61.3,55.0,945,4.58,4.55,2.8 +17240,1.16,Ideal,E,SI1,61.9,57.0,6896,6.72,6.76,4.17 +36943,0.26,Ideal,H,VVS2,61.8,55.7,478,4.08,4.1,2.53 +15235,1.0,Fair,F,VS1,65.0,59.0,6115,6.19,6.14,4.01 +21156,1.65,Premium,H,VS1,60.9,62.0,9314,7.58,7.51,4.6 +34211,0.33,Ideal,F,VS2,61.6,55.0,854,4.48,4.45,2.75 +1780,0.72,Premium,D,SI1,60.5,57.0,3048,5.89,5.85,3.55 +53091,0.71,Premium,E,VS2,62.4,60.0,2613,5.68,5.66,3.54 +15073,1.02,Very Good,G,VS2,62.1,59.0,6058,6.41,6.47,4.0 +50451,0.7,Very Good,F,SI1,61.1,59.0,2264,5.68,5.78,3.5 +4465,0.9,Good,F,SI2,61.3,59.0,3621,6.12,6.15,3.76 +28981,0.38,Very Good,F,VS2,61.3,57.0,685,4.67,4.7,2.87 +2125,0.9,Premium,I,SI1,61.8,58.0,3121,6.26,6.2,3.85 +52053,0.72,Ideal,I,VVS2,61.2,59.0,2452,5.75,5.79,3.53 +47710,0.57,Ideal,E,VS1,61.6,55.0,1884,5.32,5.36,3.29 +36113,0.42,Premium,E,SI1,62.0,58.0,926,4.85,4.82,3.0 +5338,0.9,Premium,H,VS2,61.2,61.0,3810,6.21,6.14,3.78 +11310,1.13,Ideal,F,SI2,61.8,56.0,4984,6.69,6.73,4.15 +43621,0.52,Ideal,F,SI1,60.4,56.0,1432,5.22,5.28,3.17 +27104,2.1,Ideal,I,SI1,60.8,60.0,17250,8.24,8.35,5.04 +23816,1.5,Premium,F,SI1,62.9,59.0,11878,7.34,7.29,4.6 +20639,1.51,Premium,J,VVS2,62.9,58.0,8930,7.33,7.21,4.57 +43289,0.31,Ideal,H,VS2,61.4,56.0,507,4.38,4.42,2.7 +35764,0.4,Premium,E,VS2,62.5,58.0,912,4.65,4.73,2.93 +27370,0.28,Ideal,E,VVS2,60.3,57.0,646,4.21,4.25,2.55 +53533,0.74,Ideal,D,SI2,61.1,57.0,2690,5.81,5.84,3.56 +11655,1.02,Ideal,E,SI1,60.7,57.0,5055,6.55,6.51,3.97 +26974,1.71,Very Good,F,VS2,58.5,61.0,17052,7.88,7.79,4.58 +21845,1.2,Very Good,E,VS1,59.4,56.0,9904,6.94,7.0,4.14 +14594,1.06,Ideal,H,VS2,62.5,57.0,5889,6.49,6.47,4.05 +46845,0.64,Premium,E,SI1,61.3,58.0,1811,5.57,5.53,3.4 +13753,1.0,Premium,F,VS2,59.9,60.0,5606,6.11,6.07,3.65 +16268,1.32,Premium,H,VS2,61.5,59.0,6505,7.04,7.01,4.32 +36222,0.36,Premium,D,VS2,60.3,58.0,933,4.66,4.63,2.8 +9047,0.33,Very Good,F,SI1,60.9,54.0,588,4.47,4.52,2.73 +37169,0.32,Ideal,D,VS2,61.7,54.0,972,4.43,4.38,2.72 +53753,0.72,Premium,F,VS2,61.6,58.0,2724,5.76,5.73,3.54 +43072,0.62,Premium,I,VS2,61.9,59.0,1378,5.46,5.5,3.39 +6244,0.91,Very Good,I,VS2,59.9,58.0,4008,6.35,6.27,3.78 +50880,0.71,Good,H,VS1,63.6,55.0,2315,5.58,5.65,3.57 +24537,2.18,Good,H,SI1,63.8,57.0,12825,8.24,8.17,5.23 +44593,0.53,Ideal,H,VS1,61.7,56.0,1607,5.22,5.18,3.21 +39695,0.52,Premium,E,SI2,61.1,57.0,1088,5.23,5.12,3.16 +49366,0.6,Ideal,F,VS2,60.9,55.0,2099,5.49,5.51,3.34 +16559,1.1,Ideal,H,VVS2,59.7,58.0,6616,6.76,6.7,4.01 +24039,0.38,Premium,I,VS2,61.7,59.0,633,4.6,4.64,2.85 +37699,0.48,Fair,F,SI1,56.4,59.0,994,5.28,5.26,2.97 +49022,0.5,Good,F,VVS2,58.5,62.0,2052,5.23,5.27,3.07 +52567,0.7,Premium,I,VVS1,62.9,58.0,2536,5.67,5.65,3.56 +44242,0.51,Premium,F,VS2,62.4,58.0,1574,5.13,5.1,3.19 +9474,1.03,Premium,H,SI1,61.1,59.0,4603,6.56,6.5,3.99 +48303,0.31,Ideal,D,SI1,62.0,56.0,533,4.35,4.39,2.71 +42543,0.6,Premium,F,SI1,62.9,59.0,1323,5.39,5.31,3.37 +13497,0.7,Ideal,D,VVS2,61.7,55.0,5539,5.73,5.75,3.54 +23423,1.57,Premium,H,VS2,62.2,58.0,11415,7.45,7.4,4.62 +23850,2.0,Fair,G,SI1,65.5,58.0,11935,7.82,7.73,5.09 +2602,0.72,Very Good,F,VS1,63.3,57.0,3219,5.68,5.75,3.62 +26510,1.55,Premium,D,VS2,61.5,58.0,16137,7.51,7.48,4.61 +21675,1.7,Premium,G,SI1,62.4,59.0,9777,7.63,7.57,4.74 +26973,2.09,Ideal,G,VS2,61.8,57.0,17051,8.24,8.17,5.07 +3580,0.93,Very Good,F,SI2,63.5,58.0,3420,6.14,6.05,3.87 +27034,0.32,Ideal,F,VS2,62.5,56.0,645,4.37,4.43,2.75 +23655,1.52,Good,F,VS2,64.2,59.0,11696,7.16,7.2,4.61 +50016,0.7,Very Good,F,SI1,62.7,57.0,2196,5.63,5.67,3.54 +2706,0.31,Ideal,H,VS1,62.0,53.0,562,4.34,4.37,2.7 +31273,0.32,Good,I,VS2,63.2,56.0,449,4.32,4.38,2.75 +53752,0.72,Ideal,F,VS2,60.3,56.0,2724,5.84,5.81,3.51 +19822,1.51,Fair,F,SI1,65.8,56.0,8387,7.16,7.12,4.7 +28223,0.33,Ideal,F,VS2,62.3,56.0,666,4.41,4.45,2.76 +1170,0.9,Premium,H,SI2,59.5,60.0,2927,6.32,6.29,3.75 +28671,0.24,Ideal,F,VVS2,61.7,55.0,678,3.99,4.02,2.47 +42332,0.45,Premium,D,VS1,60.6,59.0,1297,4.96,4.98,3.01 +43942,0.32,Ideal,H,VS1,61.8,53.0,516,4.41,4.43,2.73 +49950,0.64,Ideal,F,VS2,62.3,56.0,2189,5.53,5.49,3.43 +48180,0.54,Ideal,H,VVS1,61.1,57.0,1944,5.26,5.22,3.2 +49618,0.72,Ideal,G,SI2,62.1,59.0,2139,5.71,5.76,3.56 +47288,0.3,Very Good,F,SI2,62.6,61.0,394,4.2,4.24,2.64 +44187,0.51,Premium,D,SI1,60.1,60.0,1569,5.15,5.17,3.1 +8199,1.0,Premium,G,SI2,61.8,59.0,4368,6.38,6.33,3.93 +681,0.7,Ideal,F,VS2,60.8,59.0,2850,5.69,5.79,3.49 +47994,0.32,Ideal,J,IF,62.2,55.0,533,4.4,4.44,2.75 +17525,1.3,Ideal,H,SI1,62.2,56.0,7054,7.03,6.98,4.36 +34763,0.41,Premium,E,SI2,60.0,59.0,876,4.82,4.78,2.88 +21833,1.5,Premium,E,SI2,61.2,59.0,9900,7.36,7.41,4.52 +41971,0.4,Ideal,D,VVS2,61.3,56.0,1263,4.75,4.78,2.92 +4683,0.71,Ideal,D,SI1,61.4,56.0,3674,5.7,5.74,3.51 +46252,0.57,Very Good,F,VS2,59.5,57.0,1754,5.39,5.43,3.22 +37987,0.39,Ideal,G,VVS1,62.1,54.7,1008,4.64,4.72,2.91 +47884,0.56,Very Good,G,VS1,59.9,60.0,1912,5.37,5.41,3.23 +44665,0.36,Ideal,I,VS2,61.8,55.0,523,4.58,4.61,2.84 +16555,1.02,Ideal,H,VVS2,62.0,56.0,6613,6.42,6.45,3.99 +6351,0.91,Ideal,H,VS2,62.6,57.0,4033,6.2,6.23,3.89 +42652,0.4,Ideal,G,IF,61.4,55.0,1333,4.76,4.79,2.93 +9590,0.94,Premium,H,VS2,60.1,59.0,4629,6.32,6.35,3.81 +14056,0.3,Very Good,G,VS1,62.3,59.0,605,4.27,4.3,2.67 +8843,0.9,Ideal,G,VS1,61.4,57.0,4479,6.18,6.32,3.84 +49545,0.71,Premium,I,VS2,62.7,59.0,2127,5.66,5.69,3.56 +30042,0.33,Ideal,I,IF,61.5,56.0,719,4.43,4.47,2.74 +43941,0.3,Good,D,SI1,63.4,55.0,515,4.22,4.26,2.69 +49455,0.7,Good,E,SI1,61.6,61.0,2111,5.64,5.66,3.48 +13359,0.24,Very Good,E,VS2,62.1,59.0,419,3.98,4.01,2.48 +53396,0.9,Fair,I,VS2,65.8,55.0,2666,6.05,6.01,3.97 +38049,0.31,Premium,D,VS1,59.7,58.0,1011,4.45,4.4,2.64 +20720,0.31,Very Good,H,VVS2,62.6,58.0,625,4.28,4.31,2.69 +18043,0.35,Premium,E,SI1,59.7,60.0,614,4.53,4.58,2.72 +41013,0.5,Ideal,E,SI2,61.1,58.0,1185,5.09,5.13,3.12 +37601,0.23,Very Good,E,VVS2,62.1,62.0,485,3.91,3.95,2.44 +47163,0.59,Ideal,H,VVS2,61.8,56.0,1834,5.37,5.41,3.33 +37565,0.31,Ideal,G,IF,62.6,57.0,988,4.32,4.3,2.7 +46690,0.52,Ideal,H,VS1,61.7,55.0,1790,5.21,5.17,3.2 +21044,0.31,Premium,H,VVS2,61.4,58.0,625,4.32,4.35,2.66 +33388,0.41,Ideal,H,VS1,61.8,56.0,827,4.77,4.81,2.96 +43953,0.31,Good,F,SI1,63.5,56.0,516,4.3,4.33,2.74 +40663,0.5,Ideal,H,SI1,62.2,53.0,1154,5.06,5.14,3.17 +14377,0.3,Premium,F,VS2,60.7,58.0,605,4.32,4.35,2.63 +18352,1.01,Premium,G,VVS2,62.4,59.0,7466,6.37,6.32,3.96 +18886,1.0,Premium,E,VS1,60.4,59.0,7744,6.51,6.54,3.94 +3352,0.82,Ideal,E,SI1,62.1,54.0,3380,5.98,6.03,3.73 +2277,1.06,Premium,F,I1,60.3,58.0,3158,6.59,6.56,3.96 +9995,1.0,Very Good,D,SI2,63.3,56.0,4704,6.38,6.35,4.03 +3807,0.9,Good,F,SI2,65.9,60.0,3465,5.98,6.01,3.95 +51553,0.65,Premium,D,VS1,59.4,62.0,2387,5.72,5.66,3.38 +47634,0.51,Premium,D,VS2,59.7,58.0,1882,5.24,5.18,3.11 +48116,0.52,Ideal,G,VVS1,61.9,54.4,1936,5.15,5.18,3.2 +9058,0.34,Ideal,I,SI1,62.4,56.0,589,4.49,4.45,2.79 +3649,0.93,Premium,H,SI1,60.9,61.0,3437,6.24,6.2,3.79 +8803,1.0,Very Good,F,SI1,63.1,56.0,4474,6.36,6.34,4.01 +10137,0.92,Very Good,H,VS1,59.7,63.0,4721,6.34,6.29,3.77 +1964,0.73,Ideal,G,SI1,60.9,57.0,3089,5.81,5.85,3.55 +25193,2.61,Good,I,SI2,64.2,63.0,13784,8.66,8.57,5.53 +4102,0.7,Very Good,F,VVS1,60.6,60.0,3536,5.67,5.7,3.45 +31613,0.24,Very Good,F,SI1,61.6,57.0,370,4.02,4.05,2.48 +16418,1.2,Very Good,I,VVS2,59.9,55.0,6558,6.88,6.94,4.14 +23659,1.25,Ideal,G,IF,60.6,57.0,11705,6.97,6.99,4.23 +34360,0.41,Good,F,VS2,63.2,57.0,863,4.74,4.76,3.0 +50270,0.74,Premium,G,SI2,62.7,60.0,2238,5.78,5.73,3.61 +48963,0.34,Premium,H,VS2,61.3,60.0,537,4.47,4.53,2.76 +31409,0.3,Ideal,G,VVS1,61.1,57.0,764,4.32,4.35,2.65 +40049,0.38,Ideal,E,VS2,61.7,55.0,1112,4.68,4.66,2.88 +12449,0.92,Ideal,G,VS1,62.0,57.0,5243,6.24,6.28,3.88 +48760,0.5,Premium,F,VVS2,60.9,58.0,2016,5.13,5.09,3.11 +7376,1.16,Premium,J,SI1,62.5,58.0,4222,6.73,6.67,4.19 +1620,0.81,Ideal,E,SI2,60.1,57.0,3013,6.07,6.1,3.66 +2033,0.9,Premium,H,SI2,59.6,59.0,3105,6.38,6.24,3.76 +33937,0.3,Ideal,J,VVS1,60.4,57.0,464,4.36,4.38,2.64 +24740,2.17,Premium,F,SI2,59.3,61.0,13084,8.6,8.53,5.08 +51109,0.72,Ideal,I,VS2,61.1,56.0,2337,5.76,5.82,3.54 +6686,0.97,Ideal,G,SI2,62.7,57.0,4101,6.31,6.28,3.95 +12000,1.01,Good,D,SI1,63.9,62.0,5147,6.31,6.25,4.01 +27497,2.3,Ideal,I,VS2,62.6,56.0,18190,8.45,8.4,5.27 +41218,0.7,Premium,G,I1,62.3,56.0,1206,5.66,5.61,3.51 +16137,1.33,Ideal,J,VS1,62.5,58.0,6449,6.99,7.03,4.38 +24590,1.51,Premium,F,VS2,61.8,56.0,12899,7.46,7.32,4.57 +12497,1.0,Very Good,E,SI1,59.6,60.0,5257,6.58,6.51,3.9 +41757,0.47,Premium,H,VS1,60.3,61.0,1244,5.05,5.04,3.04 +19986,1.42,Ideal,H,SI1,62.0,56.0,8529,7.17,7.22,4.46 +36765,0.3,Ideal,E,VVS1,60.5,57.0,956,4.39,4.34,2.64 +35995,0.42,Ideal,G,VS1,61.4,56.0,921,4.82,4.85,2.97 +3336,1.01,Ideal,F,I1,62.2,54.0,3377,6.42,6.44,4.0 +40855,0.5,Ideal,G,SI1,62.2,56.0,1173,5.13,5.08,3.17 +9718,0.3,Ideal,H,VVS2,62.1,54.0,590,4.32,4.35,2.69 +33637,0.37,Ideal,E,SI1,62.7,54.0,833,4.6,4.55,2.87 +3526,0.9,Very Good,I,SI1,61.0,58.0,3407,6.19,6.23,3.79 +43552,0.52,Ideal,F,VS2,60.3,57.0,1429,5.2,5.24,3.15 +12162,1.12,Ideal,H,SI2,62.4,54.0,5178,6.65,6.68,4.16 +3482,0.81,Ideal,G,VS2,61.5,55.0,3397,6.0,6.06,3.71 +3458,0.88,Premium,D,SI2,60.9,61.0,3390,6.16,6.13,3.74 +8326,1.21,Premium,J,SI1,62.7,57.0,4391,6.77,6.72,4.23 +26700,0.35,Premium,H,SI2,62.0,58.0,429,4.47,4.5,2.78 +38570,0.4,Ideal,I,VVS2,62.4,55.0,1035,4.73,4.7,2.94 +33124,0.31,Very Good,G,VVS1,63.0,58.0,816,4.29,4.32,2.71 +22533,1.86,Premium,G,SI2,62.5,60.0,10572,7.9,7.8,4.91 +33582,0.38,Ideal,G,VS1,61.3,55.8,832,4.65,4.71,2.87 +20349,1.64,Premium,I,SI2,61.3,58.0,8743,7.62,7.58,4.66 +6996,1.0,Premium,I,VS2,62.6,59.0,4155,6.33,6.28,3.95 +24506,1.5,Good,G,VS2,63.6,60.0,12787,7.24,7.2,4.59 +8346,1.02,Very Good,E,SI2,62.8,55.0,4398,6.4,6.43,4.03 +23917,1.22,Ideal,E,VVS2,63.0,55.0,12036,6.83,6.78,4.29 +16602,1.1,Ideal,H,VS1,61.7,56.0,6630,6.61,6.65,4.09 +46906,0.56,Premium,D,SI1,61.4,58.0,1814,5.33,5.29,3.26 +4232,1.16,Premium,H,SI2,62.1,58.0,3573,6.72,6.65,4.15 +49966,0.3,Premium,E,SI2,62.7,59.0,540,4.26,4.22,2.66 +38292,0.28,Very Good,E,VS1,58.9,58.0,487,4.27,4.32,2.53 +39389,0.41,Ideal,G,VVS1,60.2,57.0,1076,4.8,4.83,2.9 +40615,0.23,Good,E,VVS1,56.3,62.0,498,4.1,4.11,2.31 +2091,0.71,Ideal,E,VS2,61.6,57.0,3112,5.71,5.79,3.54 +26784,1.52,Premium,E,VS1,60.6,58.0,16628,7.38,7.44,4.49 +36463,0.31,Ideal,D,VS2,62.2,54.0,942,4.34,4.31,2.69 +28733,0.31,Ideal,E,VS2,61.5,55.0,680,4.37,4.41,2.7 +36713,0.42,Premium,E,SI1,60.0,61.0,953,4.88,4.85,2.92 +11625,1.01,Very Good,H,VS2,63.5,61.0,5050,6.32,6.24,3.99 +47986,0.24,Very Good,F,VVS2,58.0,60.0,533,4.09,4.12,2.38 +24865,1.52,Ideal,E,SI1,62.1,56.0,13280,7.35,7.38,4.57 +36573,0.7,Fair,F,I1,63.9,59.0,945,5.64,5.5,3.57 +20421,1.52,Good,I,VS2,63.3,61.0,8778,7.23,7.27,4.59 +22363,0.31,Premium,H,VS2,61.3,60.0,628,4.36,4.32,2.66 +41627,0.24,Ideal,H,IF,62.5,54.0,504,3.97,4.0,2.49 +33790,0.32,Premium,G,VVS1,62.6,58.0,842,4.38,4.41,2.75 +46059,0.64,Fair,E,SI1,59.5,64.0,1733,5.65,5.39,3.31 +47918,0.56,Ideal,F,VS1,61.7,54.0,1915,5.28,5.32,3.27 +21370,0.42,Premium,I,SI1,62.6,58.0,626,4.76,4.8,2.99 +24101,1.2,Very Good,E,VVS2,59.5,54.0,12253,6.98,6.96,4.15 +26299,1.7,Premium,G,VS2,59.0,58.0,15797,7.8,7.85,4.62 +27474,2.08,Ideal,E,SI2,60.2,60.0,18128,8.28,8.32,5.0 +31231,0.45,Fair,G,SI1,68.6,57.0,756,4.73,4.5,3.19 +26409,2.01,Very Good,H,VS1,63.5,53.0,15930,8.04,7.97,5.08 +40342,0.33,Ideal,E,IF,61.9,57.0,1129,4.41,4.45,2.74 +10747,1.0,Very Good,F,SI1,62.8,59.0,4851,6.32,6.36,3.98 +44720,0.5,Good,F,VS2,62.9,54.9,1615,5.08,5.12,3.21 +29400,0.34,Ideal,E,VS1,59.1,57.0,698,4.55,4.58,2.7 +27055,0.35,Ideal,H,VS1,61.8,57.0,646,4.53,4.56,2.81 +680,0.7,Very Good,E,VS2,61.0,60.0,2850,5.74,5.77,3.51 +28076,0.3,Ideal,D,VS1,62.0,54.0,661,4.3,4.34,2.68 +6873,0.9,Very Good,H,VS2,63.7,61.0,4129,6.04,6.07,3.86 +19622,1.0,Ideal,G,VVS2,61.2,56.0,8239,6.47,6.5,3.97 +16672,1.26,Premium,H,SI1,62.2,58.0,6664,6.93,6.87,4.29 +66,0.28,Ideal,G,VVS2,61.4,56.0,553,4.19,4.22,2.58 +49831,0.56,Premium,E,VS2,59.9,58.0,2167,5.37,5.34,3.21 +11978,0.9,Ideal,F,VS2,61.6,57.0,5141,6.21,6.16,3.81 +38191,0.41,Ideal,D,SI1,62.6,57.0,1015,4.78,4.74,2.98 +44549,0.54,Ideal,G,VS2,61.2,56.0,1605,5.25,5.26,3.22 +27089,2.01,Ideal,F,SI2,60.0,56.0,17220,8.17,8.22,4.92 +48845,0.73,Very Good,J,SI1,60.1,62.0,2031,5.85,5.9,3.53 +20130,1.1,Very Good,G,IF,60.5,55.0,8592,6.77,6.71,4.08 +3456,0.73,Ideal,G,VS2,60.2,55.0,3389,5.85,5.9,3.54 +36743,0.38,Ideal,F,VVS2,60.9,58.0,954,4.66,4.7,2.85 +27939,0.31,Very Good,J,SI2,63.3,58.0,430,4.35,4.34,2.75 +38979,0.4,Ideal,D,VS1,61.3,54.0,1053,4.76,4.8,2.93 +52794,0.7,Good,E,SI1,63.8,57.0,2569,5.59,5.63,3.58 +25744,1.51,Ideal,G,VS1,61.6,56.0,14674,7.37,7.34,4.53 +12289,1.02,Very Good,H,VS2,62.5,56.0,5217,6.42,6.45,4.02 +25387,1.5,Ideal,F,VS2,60.4,57.0,14071,7.41,7.43,4.48 +144,0.7,Very Good,F,VS1,60.0,57.0,2767,5.8,5.87,3.5 +27059,0.41,Good,F,I1,63.8,57.0,646,4.72,4.69,3.0 +27030,2.0,Premium,F,SI1,58.8,61.0,17172,8.29,8.23,4.86 +20182,1.51,Premium,H,VS2,58.7,61.0,8630,7.51,7.45,4.39 +48664,0.55,Ideal,E,VS1,62.0,56.0,2001,5.24,5.27,3.26 +14589,1.0,Ideal,G,VS2,62.3,56.0,5887,6.43,6.32,3.97 +36960,0.32,Very Good,J,SI1,63.2,56.0,480,4.36,4.31,2.74 +33917,0.3,Ideal,E,VS2,62.4,57.0,844,4.26,4.24,2.65 +40218,0.4,Premium,G,VVS1,62.3,58.0,1123,4.66,4.72,2.92 +39202,0.32,Ideal,D,VVS1,61.0,57.0,1064,4.45,4.43,2.71 +17181,1.35,Very Good,E,SI1,62.7,57.0,6860,7.01,7.05,4.41 +48161,0.5,Very Good,F,VVS2,62.7,56.0,1942,5.08,5.03,3.17 +37214,0.34,Ideal,G,IF,61.6,54.0,974,4.49,4.53,2.78 +32866,0.32,Very Good,D,VVS2,60.0,57.0,809,4.45,4.49,2.68 +16570,1.01,Ideal,G,VS1,61.2,57.0,6618,6.47,6.41,3.94 +50251,0.73,Premium,H,SI2,62.5,58.0,2234,5.73,5.69,3.57 +50910,0.7,Fair,D,SI1,64.6,57.0,2318,5.6,5.57,3.61 +20009,1.05,Ideal,G,VVS1,60.1,57.0,8546,6.63,6.68,4.0 +13579,1.21,Premium,J,VS1,59.5,60.0,5556,6.99,6.9,4.13 +23910,1.7,Very Good,E,SI2,63.3,57.0,12030,7.59,7.51,4.78 +39833,0.5,Very Good,G,SI1,61.1,57.0,1098,5.14,5.2,3.16 +9229,1.02,Premium,H,SI1,60.3,59.0,4558,6.5,6.44,3.9 +30055,0.41,Premium,G,SI1,62.6,59.0,719,4.72,4.77,2.97 +10529,1.0,Premium,E,SI1,59.1,58.0,4805,6.52,6.44,3.83 +17765,1.05,Premium,F,VS2,62.6,58.0,7154,6.5,6.47,4.06 +14585,0.92,Ideal,H,VVS1,62.1,54.0,5886,6.26,6.23,3.88 +50657,0.31,Good,G,VS2,63.5,58.0,544,4.22,4.29,2.7 +49549,0.71,Very Good,F,SI2,59.5,58.0,2129,5.82,5.87,3.48 +21818,1.31,Ideal,G,VS1,61.5,57.0,9891,7.02,7.06,4.33 +9942,1.01,Ideal,J,VS1,61.2,57.0,4693,6.45,6.49,3.96 +2369,0.9,Good,I,SI1,63.5,59.0,3176,6.05,6.1,3.86 +28796,0.27,Very Good,F,VVS2,61.8,56.0,682,4.19,4.2,2.6 +256,1.05,Fair,J,SI2,65.8,59.0,2789,6.41,6.27,4.18 +26544,1.75,Premium,G,VS2,62.8,59.0,16220,7.62,7.53,4.76 +194,0.7,Premium,E,SI1,60.0,59.0,2777,5.79,5.75,3.46 +31240,0.38,Ideal,G,VS2,61.9,54.1,757,4.66,4.69,2.89 +26846,2.01,Premium,D,SI2,62.7,58.0,16776,8.06,7.99,5.03 +52784,0.72,Very Good,E,SI1,62.9,54.0,2567,5.72,5.76,3.61 +21116,1.04,Ideal,F,VVS2,62.2,56.0,9281,6.53,6.46,4.04 +16737,0.41,Good,J,VS2,63.4,56.0,611,4.7,4.73,2.99 +37314,0.38,Ideal,G,VVS1,59.7,60.0,979,4.71,4.74,2.82 +26202,2.22,Ideal,G,SI2,60.9,57.0,15584,8.47,8.42,5.14 +19608,1.0,Very Good,F,VVS2,61.1,55.0,8227,6.49,6.51,3.97 +14222,1.07,Premium,H,VS1,62.5,56.0,5764,6.6,6.52,4.1 +26714,0.32,Premium,F,VS2,61.5,58.0,645,4.39,4.42,2.71 +41452,0.4,Ideal,G,IF,62.3,55.0,1229,4.74,4.76,2.96 +9616,1.06,Very Good,F,SI2,62.6,60.0,4634,6.54,6.44,4.06 +556,0.9,Premium,G,SI1,60.6,62.0,2830,6.21,6.13,3.74 +49884,0.72,Ideal,G,SI2,61.7,56.0,2177,5.76,5.71,3.54 +13648,1.22,Ideal,J,SI1,60.6,56.0,5586,6.96,6.95,4.22 +22302,1.0,Very Good,F,IF,60.1,57.0,10346,6.45,6.52,3.9 +25090,2.21,Ideal,H,SI2,61.9,56.0,13615,8.4,8.36,5.19 +15007,1.13,Ideal,H,VS2,62.0,57.0,6045,6.61,6.69,4.12 +41978,0.55,Ideal,F,SI2,62.4,56.0,1263,5.26,5.22,3.27 +37993,0.32,Ideal,F,VVS2,61.2,57.0,1008,4.43,4.4,2.7 +50819,0.71,Ideal,I,VVS2,62.4,54.0,2308,5.72,5.75,3.58 +38064,0.4,Good,G,VVS1,59.1,61.0,1013,4.86,4.88,2.88 +11942,1.01,Premium,G,VS2,61.2,59.0,5131,6.43,6.37,3.92 +38931,0.4,Premium,E,VS1,61.2,59.0,1053,4.72,4.76,2.9 +8445,1.01,Very Good,I,SI1,63.5,59.0,4412,6.36,6.31,4.02 +24569,1.56,Ideal,H,VS2,62.2,56.0,12864,7.45,7.47,4.64 +6788,1.2,Premium,J,SI1,62.8,58.0,4113,6.77,6.7,4.23 +12054,0.34,Premium,G,VS2,61.6,58.0,596,4.45,4.51,2.76 +38222,0.41,Premium,F,VVS2,61.6,59.0,1017,4.79,4.73,2.93 +49204,0.7,Ideal,I,SI2,62.1,57.0,2079,5.66,5.71,3.53 +6423,1.04,Premium,J,VS2,58.7,58.0,4043,6.68,6.61,3.9 +45325,0.32,Good,E,SI1,63.1,54.0,524,4.37,4.41,2.77 +33626,0.33,Ideal,I,SI1,61.3,56.0,463,4.44,4.47,2.73 +12909,1.2,Premium,I,VVS2,63.0,60.0,5376,6.71,6.63,4.2 +51424,0.85,Good,J,VS1,63.6,57.0,2372,6.01,5.94,3.8 +19198,1.14,Ideal,G,VS1,62.3,56.0,7948,6.73,6.7,4.18 +22656,1.56,Premium,H,VS2,62.5,59.0,10702,7.3,7.33,4.57 +53593,0.7,Good,H,VVS2,58.9,61.5,2699,5.77,5.84,3.42 +15460,1.21,Very Good,G,SI1,62.2,60.0,6190,6.71,6.73,4.18 +5253,1.24,Very Good,J,SI2,63.1,60.0,3791,6.79,6.74,4.27 +47992,0.32,Premium,J,IF,61.2,59.0,533,4.41,4.44,2.71 +9743,1.2,Ideal,J,SI2,61.7,56.0,4659,6.79,6.87,4.21 +36926,0.41,Premium,G,VS1,61.9,58.0,961,4.78,4.75,2.95 +25719,1.04,Ideal,D,IF,61.8,57.0,14626,6.52,6.49,4.02 +14250,1.22,Premium,H,VS1,62.2,58.0,5773,6.84,6.76,4.23 +34463,0.31,Ideal,E,VVS1,61.4,55.0,865,4.35,4.38,2.68 +22393,2.0,Good,G,SI2,64.3,60.0,10416,7.87,7.83,5.05 +40599,0.3,Premium,G,SI1,62.5,61.0,497,4.29,4.26,2.67 +49690,0.7,Very Good,H,VS1,62.4,57.0,2145,5.64,5.7,3.54 +43339,0.56,Ideal,I,VS1,60.5,55.0,1406,5.33,5.39,3.24 +10863,1.02,Very Good,H,SI1,61.2,57.0,4875,6.47,6.53,3.98 +38706,0.37,Premium,E,VS2,63.0,58.0,1041,4.58,4.53,2.87 +16446,1.21,Premium,H,SI1,60.5,59.0,6566,6.96,6.89,4.19 +19945,1.2,Very Good,G,VS2,63.2,56.0,8491,6.82,6.75,4.29 +925,0.71,Very Good,E,VS2,60.0,59.0,2881,5.84,5.83,3.5 +9915,1.13,Premium,H,SI1,61.2,59.0,4689,6.68,6.65,4.08 +25277,1.52,Premium,F,VS2,60.9,61.0,13919,7.46,7.28,4.49 +18487,1.0,Very Good,G,VVS2,62.3,58.0,7528,6.39,6.45,4.0 +6306,1.5,Good,H,I1,64.0,56.0,4022,7.18,7.05,4.56 +4778,1.03,Very Good,F,SI2,63.3,59.0,3692,6.35,6.32,4.01 +5056,0.31,Very Good,H,SI1,63.1,57.0,573,4.34,4.31,2.73 +15538,1.09,Ideal,I,VS1,61.8,55.0,6225,6.59,6.62,4.08 +16713,0.31,Ideal,H,VVS2,61.4,56.0,609,4.38,4.41,2.7 +7602,0.92,Good,E,SI1,63.7,57.0,4258,6.11,6.14,3.9 +17259,1.04,Premium,F,VS2,61.9,58.0,6908,6.55,6.51,4.04 +39418,0.41,Ideal,F,VS1,62.1,56.0,1076,4.8,4.77,2.97 +37055,0.33,Ideal,G,IF,61.7,58.0,968,4.42,4.46,2.74 +42938,0.36,Premium,E,SI2,61.5,58.0,505,4.56,4.61,2.82 +51012,0.74,Ideal,H,SI2,62.1,57.0,2327,5.75,5.81,3.59 +52417,0.7,Good,D,SI1,63.6,60.0,2512,5.59,5.51,3.51 +29778,0.3,Premium,I,VVS1,62.6,60.0,709,4.28,4.25,2.67 +37051,0.36,Very Good,E,VVS2,61.8,58.0,968,4.55,4.58,2.82 +15651,1.19,Ideal,H,SI1,62.0,56.4,6275,6.77,6.81,4.2 +13173,1.03,Ideal,G,SI1,60.5,55.0,5445,6.59,6.54,3.97 +43643,0.5,Good,D,SI1,63.8,60.0,1433,5.03,5.0,3.2 +41436,0.42,Ideal,F,VS1,61.6,55.0,1228,4.84,4.87,2.99 +12250,1.05,Ideal,G,SI1,59.7,56.0,5204,6.67,6.64,3.97 +28213,0.4,Premium,H,SI1,62.7,58.0,666,4.65,4.69,2.93 +5363,1.01,Fair,G,SI2,58.7,67.0,3816,6.52,6.56,3.84 +46527,0.51,Premium,G,VS1,62.3,58.0,1781,5.13,5.08,3.18 +16202,1.06,Good,G,VS1,63.4,57.0,6477,6.45,6.48,4.1 +19185,1.5,Ideal,G,SI2,61.5,57.0,7936,7.33,7.39,4.53 +47323,0.23,Very Good,D,VVS2,61.3,59.0,530,3.91,3.99,2.42 +44751,0.51,Ideal,F,VS2,59.2,56.0,1619,5.23,5.18,3.08 +12510,1.25,Ideal,G,SI2,61.6,57.0,5259,6.91,6.98,4.28 +210,0.74,Ideal,E,SI1,61.7,56.0,2779,5.84,5.8,3.59 +18850,1.54,Fair,I,SI2,64.6,56.0,7727,7.3,7.26,4.7 +40734,0.54,Ideal,F,SI2,61.2,56.0,1162,5.27,5.28,3.23 +41644,0.4,Ideal,E,VVS2,61.5,56.0,1238,4.79,4.74,2.93 +692,0.73,Ideal,E,SI1,62.7,55.0,2852,5.7,5.79,3.6 +10064,0.32,Premium,H,SI1,61.8,56.0,591,4.43,4.4,2.73 +52055,0.71,Ideal,D,SI2,61.9,56.0,2452,5.78,5.73,3.56 +5641,0.74,Ideal,F,VVS2,61.5,55.0,3879,5.85,5.82,3.59 +8155,0.91,Premium,G,VS2,60.8,56.0,4357,6.28,6.21,3.8 +34220,0.4,Premium,H,SI1,62.6,58.0,855,4.72,4.68,2.94 +5912,0.91,Very Good,E,SI2,62.4,58.0,3936,6.11,6.14,3.82 +24875,1.54,Premium,G,VS2,60.2,60.0,13292,7.51,7.44,4.5 +30427,0.32,Premium,H,VVS1,60.9,58.0,730,4.4,4.43,2.69 +49803,0.56,Ideal,G,VVS1,62.3,55.0,2164,5.31,5.25,3.29 +23090,1.47,Premium,G,VS2,62.8,57.0,11113,7.27,7.22,4.55 +3039,0.3,Good,F,VS2,63.4,59.0,565,4.23,4.25,2.69 +27844,0.31,Very Good,G,VS2,63.2,58.0,651,4.3,4.28,2.71 +38599,0.5,Ideal,G,SI2,60.0,57.0,1038,5.17,5.2,3.11 +49606,0.7,Good,G,SI1,64.6,59.0,2137,5.49,5.54,3.56 +39318,0.38,Ideal,F,VVS1,61.0,57.0,1070,4.66,4.69,2.85 +8760,0.9,Very Good,D,SI1,62.5,59.0,4466,6.13,6.19,3.85 +6704,0.25,Very Good,D,VS1,62.1,60.0,410,4.03,4.05,2.51 +15770,1.02,Ideal,F,VS2,61.5,57.0,6306,6.48,6.5,3.99 +2484,0.54,Premium,D,VVS1,61.4,57.5,3194,5.25,5.28,3.23 +16308,1.2,Very Good,G,SI1,62.8,60.0,6526,6.71,6.79,4.24 +12078,1.23,Ideal,J,SI2,62.4,58.0,5158,6.79,6.86,4.26 +1042,0.74,Good,E,SI1,62.8,61.0,2906,5.74,5.76,3.61 +22247,1.5,Good,D,SI2,61.9,61.0,10302,7.31,7.38,4.55 +35611,0.3,Ideal,H,VS2,60.7,57.0,473,4.33,4.37,2.64 +7217,1.01,Premium,H,SI1,61.2,59.0,4191,6.45,6.4,3.93 +29814,0.3,Premium,D,SI1,62.5,59.0,709,4.28,4.26,2.67 +41139,0.5,Good,G,SI1,63.9,57.0,1197,5.02,5.06,3.22 +8738,1.02,Fair,F,SI1,65.1,56.0,4462,6.29,6.25,4.08 +27548,1.61,Ideal,D,VS2,62.0,55.0,18318,7.51,7.5,4.67 +48966,0.34,Very Good,H,VS2,61.9,56.0,537,4.46,4.49,2.77 +22606,1.79,Ideal,J,VS2,61.8,56.0,10658,7.74,7.85,4.82 +35721,0.3,Ideal,D,VS2,61.6,57.0,911,4.33,4.3,2.66 +37652,0.48,Good,J,SI1,64.4,58.0,991,4.87,4.92,3.15 +19867,2.68,Premium,G,I1,58.6,60.0,8419,9.11,9.07,5.33 +28855,0.41,Premium,H,SI1,60.9,60.0,683,4.79,4.83,2.93 +25403,2.05,Ideal,J,VS2,61.7,54.9,14111,8.16,8.24,5.05 +26004,1.02,Premium,D,IF,61.5,60.0,15231,6.45,6.52,3.99 +19098,1.51,Premium,H,SI2,60.4,59.0,7864,7.3,7.27,4.4 +47730,0.71,Ideal,J,SI1,61.6,57.0,1889,5.72,5.75,3.53 +5843,1.0,Premium,H,SI2,60.2,61.0,3920,6.48,6.44,3.89 +4078,0.31,Good,D,SI1,63.1,57.0,571,4.3,4.32,2.72 +41597,0.32,Ideal,I,SI2,61.9,56.0,391,4.38,4.41,2.72 +19844,1.13,Ideal,E,VS2,62.0,54.0,8404,6.7,6.66,4.14 +46676,0.59,Ideal,E,SI1,62.4,55.0,1789,5.39,5.34,3.35 +31352,0.41,Ideal,E,SI2,61.2,56.0,760,4.81,4.84,2.95 +1685,1.01,Good,E,I1,63.8,57.0,3032,6.4,6.33,4.06 +30109,0.32,Premium,G,VS2,60.8,59.0,720,4.44,4.41,2.69 +45445,0.5,Premium,E,VS1,60.1,58.0,1672,5.21,5.17,3.12 +20909,1.23,Premium,F,VS2,60.8,59.0,9122,6.94,6.9,4.21 +18634,1.01,Premium,F,VS1,62.5,58.0,7602,6.42,6.37,4.0 +48565,0.64,Ideal,I,IF,62.0,54.0,1991,5.53,5.56,3.44 +52716,0.71,Premium,E,SI1,60.8,55.0,2554,5.85,5.8,3.54 +13053,1.09,Ideal,D,SI2,61.7,59.0,5410,6.64,6.62,4.09 +38712,0.54,Premium,J,VS2,62.6,58.0,1042,5.16,5.22,3.25 +39087,0.34,Ideal,E,VS1,62.4,54.0,1060,4.49,4.45,2.79 +49653,0.82,Good,J,SI1,57.4,59.0,2140,6.25,6.19,3.57 +35671,0.4,Very Good,E,VS1,63.3,55.0,909,4.66,4.69,2.96 +29388,0.31,Very Good,E,SI1,63.4,57.0,698,4.33,4.31,2.74 +2887,0.71,Ideal,F,VS1,62.3,55.0,3281,5.74,5.76,3.58 +36784,0.34,Ideal,G,VVS1,62.1,55.0,956,4.49,4.46,2.78 +45346,0.53,Very Good,G,VS1,62.2,59.0,1664,5.14,5.18,3.21 +17510,1.01,Very Good,E,VS1,62.2,56.0,7039,6.38,6.42,3.98 +33214,0.31,Ideal,F,VS1,61.2,56.0,821,4.4,4.42,2.7 +32381,0.39,Premium,J,VS1,61.0,62.0,790,4.71,4.66,2.86 +6491,0.96,Very Good,D,SI2,60.0,60.0,4060,6.43,6.47,3.87 +43673,0.5,Very Good,D,SI1,58.9,61.0,1436,5.16,5.19,3.05 +31567,0.31,Ideal,D,VVS2,61.9,56.0,766,4.37,4.39,2.71 +24274,2.3,Premium,J,SI1,59.6,59.0,12499,8.61,8.56,5.12 +31051,0.34,Ideal,G,VVS2,62.4,53.0,751,4.49,4.52,2.81 +32478,0.33,Very Good,H,IF,61.7,55.0,795,4.45,4.48,2.75 +13936,1.25,Ideal,H,SI2,62.7,56.0,5670,6.92,6.87,4.32 +9707,0.32,Ideal,D,SI1,60.9,56.0,589,4.4,4.43,2.69 +10161,0.91,Premium,E,SI1,59.8,59.0,4729,6.28,6.23,3.74 +53592,0.7,Ideal,D,SI1,61.4,57.0,2699,5.68,5.72,3.5 +35557,0.35,Ideal,G,VS1,60.5,57.0,906,4.58,4.55,2.76 +19377,0.4,Good,D,SI2,63.1,56.0,622,4.65,4.67,2.94 +52717,0.56,Ideal,F,VVS2,61.3,57.0,2554,5.31,5.35,3.26 +4230,1.19,Premium,E,I1,60.2,61.0,3572,6.91,6.87,4.15 +4460,0.91,Premium,I,VS1,59.5,62.0,3620,6.3,6.24,3.73 +24059,0.38,Premium,D,SI1,59.1,58.0,635,4.74,4.77,2.81 +6447,1.01,Fair,G,SI2,58.3,62.0,4047,6.46,6.5,3.78 +3508,0.74,Ideal,G,VVS1,61.9,54.0,3402,5.8,5.84,3.6 +3800,1.0,Good,I,SI2,63.9,60.0,3465,6.26,6.3,4.01 +43756,0.41,Ideal,F,IF,61.3,56.0,1439,4.76,4.77,2.92 +53701,0.7,Ideal,F,VS2,61.3,56.0,2717,5.74,5.71,3.51 +32486,0.43,Ideal,G,SI1,62.0,55.0,795,4.84,4.87,3.01 +114,0.74,Very Good,G,SI1,62.2,59.0,2762,5.73,5.82,3.59 +35281,0.35,Premium,I,SI1,62.5,58.0,472,4.49,4.53,2.82 +1390,0.24,Ideal,G,VVS1,62.2,56.0,559,4.0,4.04,2.5 +15117,1.01,Premium,D,SI1,61.8,58.0,6075,6.42,6.37,3.95 +49659,0.71,Very Good,I,SI1,61.8,56.0,2141,5.73,5.76,3.55 +8615,0.91,Very Good,D,SI1,62.0,60.0,4444,6.12,6.2,3.82 +23305,2.06,Ideal,J,SI2,61.9,55.0,11337,8.23,8.19,5.08 +10316,1.03,Very Good,G,SI1,63.2,58.0,4764,6.43,6.38,4.05 +14101,1.0,Premium,F,VS2,60.6,59.0,5718,6.5,6.46,3.93 +18220,1.0,Premium,D,VS2,59.8,58.0,7392,6.55,6.47,3.89 +39544,0.4,Ideal,F,VS2,62.0,57.0,1080,4.74,4.68,2.92 +7091,0.91,Premium,D,SI1,61.5,59.0,4165,6.25,6.18,3.82 +41548,0.63,Fair,H,SI2,64.7,61.0,1235,5.33,5.27,3.43 +33803,0.32,Ideal,E,VVS2,62.0,55.0,842,4.38,4.4,2.72 +21094,1.11,Ideal,G,VS1,61.3,55.0,9261,6.67,6.71,4.1 +6050,0.32,Premium,I,VS2,62.6,58.0,576,4.42,4.37,2.75 +52524,0.71,Premium,F,SI1,59.0,61.0,2528,5.88,5.84,3.46 +48788,0.62,Very Good,D,VS2,59.0,59.0,2022,5.59,5.66,3.32 +17594,1.0,Fair,D,VS1,55.9,60.0,7083,6.77,6.71,4.38 +36242,0.47,Very Good,I,VS2,63.2,56.0,935,4.92,4.98,3.13 +6651,0.9,Ideal,E,SI1,63.0,56.0,4092,6.15,6.1,3.86 +23951,1.6,Premium,H,VS1,62.5,58.0,12084,7.47,7.37,4.64 +49958,0.3,Premium,H,SI1,61.2,62.0,540,4.31,4.28,2.63 +13457,1.01,Premium,E,SI1,60.7,58.0,5525,6.5,6.48,3.94 +25948,2.01,Ideal,I,SI1,62.2,56.0,15116,8.12,8.06,5.03 +53163,0.72,Ideal,E,SI1,62.0,57.0,2626,5.7,5.75,3.55 +33657,0.3,Ideal,D,VS1,62.2,56.0,835,4.31,4.27,2.67 +37594,0.24,Very Good,E,VVS2,58.9,63.0,485,4.05,4.07,2.39 +29905,0.41,Ideal,F,SI1,61.8,56.0,711,4.75,4.79,2.95 +11878,1.25,Good,J,SI1,63.6,57.0,5110,6.86,6.81,4.35 +28697,0.4,Ideal,E,SI2,61.8,55.2,679,4.75,4.77,2.94 +22741,1.01,Ideal,D,VVS2,61.7,57.0,10761,6.43,6.47,3.98 +33946,0.31,Ideal,H,SI1,61.8,54.0,464,4.34,4.36,2.69 +37350,0.4,Very Good,G,VVS2,58.9,58.0,982,4.8,4.84,2.84 +21567,2.68,Very Good,I,I1,63.5,56.0,9665,8.81,8.77,5.58 +8439,1.23,Premium,G,SI2,58.9,62.0,4408,7.03,6.97,4.12 +53840,0.71,Ideal,G,SI1,61.6,57.0,2738,5.72,5.76,3.53 +22773,1.35,Ideal,D,VS2,61.3,57.0,10796,7.13,7.09,4.36 +25132,1.51,Very Good,G,VS1,62.5,58.0,13686,7.23,7.27,4.53 +1770,0.91,Premium,G,SI2,60.1,62.0,3047,6.24,6.2,3.73 +50176,0.52,Ideal,E,VVS2,60.9,56.0,2220,5.21,5.24,3.18 +20503,1.59,Ideal,I,SI1,62.1,57.0,8835,7.48,7.46,4.64 +3601,0.71,Very Good,G,VS1,62.0,53.0,3425,5.72,5.76,3.56 +23002,2.02,Premium,I,VS2,61.2,60.0,11059,8.22,8.13,5.0 +16613,1.24,Ideal,J,VS2,62.1,56.0,6639,6.86,6.9,4.27 +45464,0.55,Very Good,F,VS2,61.8,57.0,1676,5.23,5.28,3.25 +14507,1.0,Good,G,VS2,63.5,59.0,5860,6.23,6.33,3.99 +36534,0.42,Premium,F,VS2,61.7,59.0,945,4.82,4.75,2.95 +32801,0.34,Ideal,D,VS2,60.6,57.0,805,4.51,4.53,2.74 +29423,0.38,Very Good,H,VS2,63.0,56.0,700,4.57,4.61,2.89 +21918,1.25,Ideal,F,VS1,61.7,56.0,9996,6.93,6.92,4.27 +7942,0.84,Premium,E,VS1,59.7,59.0,4318,6.16,6.13,3.67 +22920,1.51,Ideal,H,VS2,62.5,55.0,10959,7.34,7.29,4.57 +37536,0.4,Premium,E,VVS2,60.8,59.0,988,4.73,4.77,2.89 +11741,1.05,Very Good,H,SI1,63.2,59.0,5072,6.39,6.46,4.06 +33054,0.3,Ideal,F,VVS1,61.5,58.0,814,4.3,4.32,2.65 +47414,0.57,Ideal,G,VS1,62.0,55.0,1851,5.29,5.35,3.3 +50022,0.7,Very Good,F,SI1,62.6,56.0,2196,5.66,5.72,3.56 +22293,1.6,Very Good,H,SI2,61.1,57.0,10340,7.55,7.5,4.6 +13498,0.7,Ideal,D,VVS2,60.7,57.0,5539,5.75,5.78,3.5 +18738,1.34,Very Good,H,SI1,61.6,59.0,7655,7.04,7.09,4.35 +19130,1.02,Ideal,G,VVS2,61.1,57.0,7898,6.48,6.51,3.97 +42788,0.53,Very Good,I,VS1,59.9,58.0,1350,5.24,5.28,3.15 +4922,0.91,Very Good,F,SI2,61.4,60.0,3726,6.13,6.16,3.77 +15890,1.01,Premium,G,VS1,59.9,59.0,6353,6.51,6.48,3.89 +52504,0.7,Good,D,SI1,58.0,60.0,2525,5.79,5.93,3.4 +17450,1.31,Ideal,I,VS2,61.7,55.0,6999,7.1,7.0,4.35 +41803,0.5,Very Good,F,SI1,61.2,61.0,1250,5.06,5.1,3.11 +21694,0.34,Premium,I,VVS1,60.5,59.0,626,4.48,4.54,2.73 +43490,0.58,Ideal,H,SI1,60.2,57.0,1421,5.47,5.43,3.28 +40807,0.6,Premium,H,SI1,62.4,58.0,1170,5.4,5.34,3.35 +47078,0.52,Ideal,D,VS2,61.8,57.0,1822,5.16,5.2,3.2 +25650,2.51,Premium,H,SI2,60.6,61.0,14543,8.88,8.68,5.29 +37609,0.24,Very Good,F,VVS1,61.7,56.0,485,3.98,4.0,2.46 +10431,1.14,Very Good,I,VS2,62.5,59.0,4785,6.63,6.66,4.15 +32322,0.36,Premium,E,VS2,61.3,60.0,789,4.54,4.59,2.8 +53067,0.7,Good,H,VVS2,63.8,57.0,2608,5.61,5.51,3.55 +670,0.77,Premium,G,VS2,61.3,60.0,2846,5.91,5.81,3.59 +40207,0.53,Premium,J,VS2,60.9,59.0,1122,5.27,5.2,3.19 +40631,0.41,Ideal,E,VS1,62.1,56.0,1153,4.78,4.75,2.96 +5600,0.85,Very Good,E,VS2,60.2,60.0,3871,6.09,6.14,3.68 +6671,0.95,Very Good,J,VVS2,60.5,59.0,4098,6.33,6.36,3.84 +28293,0.24,Ideal,I,VS1,62.0,56.0,432,4.0,4.01,2.48 +30369,0.36,Ideal,I,VS1,62.1,56.0,729,4.59,4.55,2.84 +27116,2.0,Premium,I,VS1,61.1,58.0,17278,8.08,8.11,4.95 +1765,0.75,Ideal,E,SI1,60.8,56.0,3045,5.91,5.89,3.59 +18332,1.01,Ideal,E,VS1,60.4,59.0,7458,6.52,6.5,3.93 +13002,1.22,Premium,I,VS2,60.1,58.0,5405,6.92,7.0,4.18 +33644,0.38,Ideal,H,VVS2,61.4,57.0,833,4.63,4.65,2.85 +45640,0.23,Very Good,F,VVS1,60.7,55.0,525,3.98,4.0,2.42 +28552,0.3,Ideal,H,VS1,62.9,54.0,675,4.31,4.28,2.7 +47431,0.51,Ideal,G,VS1,60.2,56.0,1852,5.2,5.24,3.14 +21863,3.01,Premium,F,I1,62.2,56.0,9925,9.24,9.13,5.73 +27318,2.01,Ideal,H,VS1,62.9,54.0,17838,8.01,7.96,5.02 +8956,1.02,Very Good,G,SI2,63.8,55.0,4501,6.37,6.4,4.07 +34808,0.31,Very Good,G,IF,60.8,56.0,878,4.41,4.44,2.69 +41437,0.55,Ideal,G,SI2,61.8,55.0,1228,5.27,5.32,3.27 +2878,1.25,Ideal,E,I1,60.9,56.0,3276,6.95,6.91,4.22 +52610,0.75,Very Good,G,SI1,60.9,58.0,2545,5.84,5.88,3.57 +7129,0.9,Good,E,SI1,60.7,63.0,4173,6.07,6.13,3.7 +45009,0.46,Ideal,D,VS1,61.6,57.0,1637,4.95,4.98,3.06 +52933,0.7,Good,F,VS2,60.1,56.0,2591,5.73,5.78,3.46 +20324,1.5,Good,I,SI1,63.8,59.0,8736,7.21,7.11,4.57 +38704,0.37,Ideal,E,VS2,62.6,56.0,1041,4.61,4.56,2.87 +49163,0.75,Premium,I,SI2,61.1,57.0,2070,5.88,5.84,3.58 +33257,0.32,Ideal,E,VS1,62.3,54.0,825,4.37,4.4,2.73 +18150,1.14,Ideal,H,VVS2,61.9,56.0,7354,6.69,6.72,4.15 +6658,1.13,Premium,J,SI2,59.7,59.0,4093,6.85,6.76,4.06 +20149,1.2,Premium,G,VS1,62.8,58.0,8602,6.84,6.75,4.27 +42988,0.6,Fair,F,SI1,55.3,63.0,1367,5.67,5.61,3.12 +38377,0.41,Very Good,I,VVS2,59.9,57.0,1024,4.87,4.91,2.93 +50054,0.71,Very Good,G,SI1,62.7,59.0,2201,5.65,5.67,3.55 +31633,0.3,Ideal,H,SI1,62.1,55.0,450,4.3,4.33,2.68 +23520,1.53,Ideal,F,SI1,62.5,57.0,11525,7.38,7.31,4.59 +45987,0.3,Premium,G,VS2,61.9,58.0,526,4.3,4.33,2.67 +3668,1.03,Ideal,F,I1,61.1,55.0,3444,6.51,6.54,3.99 +51326,0.31,Good,E,SI1,63.3,55.0,544,4.31,4.35,2.74 +21392,1.11,Ideal,G,VVS2,61.6,57.0,9507,6.7,6.74,4.14 +36056,0.31,Ideal,G,IF,61.9,56.0,924,4.36,4.39,2.71 +30273,0.31,Very Good,H,SI1,60.5,60.0,446,4.33,4.4,2.64 +49583,0.71,Very Good,F,SI2,59.2,60.0,2134,5.85,5.91,3.48 +312,0.74,Premium,G,VS1,62.9,60.0,2800,5.74,5.68,3.59 +52651,0.62,Ideal,G,VVS2,61.8,57.0,2548,5.44,5.47,3.37 +5510,0.9,Fair,D,SI2,64.6,59.0,3847,6.04,6.01,3.89 +2700,0.9,Fair,I,VS2,65.4,60.0,3246,6.03,5.96,3.93 +49304,0.24,Ideal,F,VVS2,61.4,59.0,540,4.0,4.05,2.47 +9903,1.24,Premium,J,SI1,61.8,58.0,4687,6.9,6.86,4.25 +39586,0.37,Premium,E,VVS2,59.7,61.0,1082,4.71,4.67,2.8 +37591,0.24,Very Good,E,VVS2,64.0,56.0,485,3.94,3.97,2.53 +32819,0.34,Premium,D,VS2,60.4,60.0,805,4.51,4.56,2.74 +42317,0.41,Ideal,F,VVS1,60.7,56.0,1295,4.81,4.85,2.93 +38659,0.42,Premium,D,SI1,61.1,60.0,1040,4.83,4.79,2.94 +51990,0.25,Very Good,E,VVS2,63.2,59.0,548,3.98,4.0,2.52 +43512,0.51,Good,D,SI1,63.3,57.0,1423,5.06,5.09,3.21 +30677,0.4,Premium,F,SI1,61.2,58.0,737,4.71,4.74,2.89 +50110,0.71,Premium,G,SI2,62.1,58.0,2208,5.72,5.68,3.54 +50479,0.52,Ideal,G,IF,61.7,56.0,2267,5.15,5.19,3.19 +22044,0.31,Premium,I,VS1,63.0,58.0,628,4.32,4.29,2.71 +22865,2.0,Very Good,J,SI2,60.9,54.0,10907,8.12,8.17,4.96 +25126,2.0,Premium,J,VS2,61.5,59.0,13675,8.11,8.06,4.97 +48210,0.62,Very Good,D,SI1,61.3,58.0,1949,5.47,5.49,3.36 +47840,0.72,Very Good,I,SI2,63.4,56.0,1907,5.67,5.72,3.61 +6252,1.05,Very Good,E,SI2,61.7,59.0,4010,6.52,6.58,4.04 +13407,0.3,Very Good,E,VS2,62.7,53.0,603,4.32,4.35,2.72 +35234,0.36,Very Good,E,VS1,60.6,58.0,894,4.61,4.63,2.8 +24658,1.72,Premium,H,SI1,61.4,59.0,12998,7.71,7.64,4.71 +47894,0.54,Premium,D,VS2,61.7,55.0,1913,5.26,5.21,3.23 +22747,1.78,Premium,E,SI2,60.5,59.0,10765,7.89,7.8,4.75 +53888,0.52,Ideal,F,IF,61.5,57.0,2749,5.15,5.19,3.18 +42000,0.43,Ideal,D,VS1,62.1,55.0,1264,4.86,4.83,3.01 +43485,0.53,Ideal,F,SI2,61.7,55.0,1421,5.22,5.25,3.23 +31540,0.3,Ideal,E,VVS2,61.5,58.0,766,4.29,4.3,2.64 +29324,0.31,Premium,H,VS1,62.4,58.0,698,4.36,4.32,2.71 +46109,0.55,Very Good,G,VS1,62.8,57.0,1743,5.2,5.21,3.27 +9982,1.5,Fair,I,I1,66.1,57.0,4704,7.12,7.04,4.68 +27536,2.06,Ideal,G,SI2,62.3,56.0,18293,8.16,8.09,5.06 +35628,0.3,Good,I,VS1,63.7,58.0,473,4.23,4.25,2.7 +50063,0.71,Premium,I,VS1,62.5,61.0,2202,5.68,5.64,3.54 +46096,0.71,Premium,G,SI2,62.0,59.0,1740,5.69,5.65,3.52 +363,0.75,Very Good,H,VVS1,60.6,58.0,2806,5.85,5.9,3.56 +30479,0.31,Very Good,I,VVS1,63.1,59.0,732,4.31,4.25,2.7 +27597,2.09,Premium,H,VS2,62.2,58.0,18443,8.17,8.12,5.06 +29290,0.31,Ideal,G,SI2,61.9,55.0,436,4.37,4.39,2.71 +53319,0.71,Good,E,SI1,59.2,61.0,2651,5.8,5.85,3.45 +41308,0.38,Ideal,F,IF,62.2,54.0,1212,4.64,4.69,2.9 +48660,0.34,Good,H,VS2,63.2,55.0,537,4.46,4.5,2.83 +11460,1.15,Ideal,G,VS2,62.2,54.0,5008,6.74,6.65,4.17 +13728,0.27,Ideal,E,VS1,61.6,57.0,603,4.16,4.12,2.55 +12970,1.14,Ideal,J,VS1,61.5,57.0,5392,6.7,6.73,4.13 +12111,1.01,Premium,H,VS2,61.3,59.0,5166,6.41,6.45,3.94 +5951,0.9,Good,E,VS2,63.7,58.0,3948,6.06,6.09,3.87 +14852,1.21,Premium,F,SI2,59.0,60.0,5982,6.94,6.99,4.11 +39465,0.5,Fair,H,SI1,62.3,60.0,1078,5.09,5.06,3.16 +19748,1.5,Premium,G,SI2,60.7,58.0,8316,7.39,7.33,4.47 +4836,0.72,Ideal,H,VVS1,61.8,56.0,3708,5.75,5.78,3.56 +3328,0.9,Fair,H,VS2,65.6,55.0,3375,6.01,5.97,3.93 +19481,1.47,Premium,F,SI2,59.4,59.0,8115,7.47,7.42,4.42 +4112,0.9,Fair,H,VS2,64.8,58.0,3538,6.07,6.03,3.92 +28500,0.3,Ideal,E,VS1,61.1,58.0,673,4.3,4.34,2.64 +45151,0.5,Premium,F,VS2,61.8,58.0,1654,5.1,5.06,3.14 +52490,0.51,Good,E,VVS2,60.7,57.7,2523,5.17,5.19,3.14 +38327,0.5,Ideal,F,SI2,61.3,58.0,1020,5.1,5.12,3.13 +39522,0.51,Very Good,J,VS2,63.1,56.0,1080,5.13,5.1,3.23 +49209,0.55,Ideal,E,VS1,62.2,55.0,2079,5.26,5.22,3.26 +21662,1.23,Ideal,F,VS2,61.9,57.0,9759,6.86,6.9,4.26 +27066,2.74,Very Good,H,SI2,63.3,58.0,17184,8.88,8.84,5.61 +11348,1.01,Premium,F,SI1,61.8,59.0,4989,6.41,6.34,3.94 +5516,1.08,Ideal,I,SI2,61.9,55.0,3849,6.58,6.61,4.08 +35231,0.34,Good,H,VVS1,64.0,57.0,893,4.43,4.38,2.82 +15558,1.53,Good,I,SI2,63.9,59.0,6238,7.31,7.17,4.64 +5647,1.2,Very Good,J,SI2,59.6,62.0,3880,6.9,6.95,4.13 +47911,0.57,Premium,G,SI1,62.6,56.0,1915,5.29,5.26,3.3 +17480,1.51,Premium,H,SI2,62.3,62.0,7018,7.32,7.21,4.51 +43809,0.51,Premium,G,VS2,61.3,59.0,1443,5.17,5.11,3.15 +40249,0.5,Very Good,F,SI2,62.9,63.0,1125,4.99,4.93,3.12 +12075,1.62,Premium,J,SI2,61.8,59.0,5157,7.48,7.44,4.61 +51572,0.91,Fair,J,SI1,66.3,56.0,2390,5.92,5.99,3.95 +5785,0.9,Good,H,VS2,64.1,56.0,3902,6.0,6.05,3.86 +52815,0.71,Ideal,H,VS2,62.1,59.0,2572,5.73,5.68,3.55 +42166,0.52,Premium,D,SI1,62.0,60.0,1284,5.18,5.11,3.19 +348,0.72,Very Good,F,VS1,62.2,58.0,2804,5.75,5.7,3.56 +1961,0.79,Premium,F,VS2,60.7,60.0,3089,5.95,5.97,3.62 +1337,0.72,Premium,E,VS1,61.5,60.0,2961,5.79,5.75,3.55 +47744,0.59,Ideal,G,SI1,61.3,56.0,1891,5.41,5.43,3.32 +32997,0.38,Premium,H,SI1,61.2,62.0,812,4.66,4.62,2.84 +7263,1.05,Very Good,J,SI1,62.5,58.0,4199,6.47,6.52,4.06 +10123,1.01,Very Good,G,SI1,60.2,58.0,4719,6.5,6.59,3.94 +45973,0.3,Good,E,SI1,63.2,57.0,526,4.25,4.3,2.7 +25693,0.32,Very Good,D,SI1,60.0,56.0,644,4.5,4.53,2.71 +22442,1.59,Premium,I,VS2,62.9,56.0,10471,7.48,7.43,4.69 +12754,1.22,Ideal,H,SI2,62.3,55.3,5321,6.8,6.87,4.26 +14658,1.02,Ideal,G,VS2,62.6,58.0,5915,6.43,6.39,4.01 +38749,0.35,Premium,E,VVS1,61.0,58.0,1044,4.52,4.56,2.77 +33510,0.4,Very Good,J,IF,62.2,61.0,828,4.68,4.71,2.92 +47661,0.23,Very Good,E,VVS1,61.3,60.0,530,3.95,4.01,2.44 +46055,0.52,Premium,I,VVS1,60.1,58.0,1733,5.26,5.23,3.15 +28442,0.43,Very Good,E,SI2,59.9,57.0,671,4.88,4.94,2.94 +42460,0.5,Good,E,SI1,63.2,57.0,1316,5.03,5.06,3.19 +23667,1.53,Ideal,F,SI1,60.3,57.0,11713,7.45,7.52,4.51 +49789,0.51,Ideal,G,IF,61.6,54.0,2162,5.17,5.19,3.19 +3973,0.73,Ideal,D,VS1,61.1,57.0,3509,5.85,5.81,3.56 +28738,0.31,Ideal,E,VS2,61.6,56.0,680,4.32,4.38,2.68 +22333,1.21,Ideal,G,VVS2,62.0,56.0,10378,6.8,6.84,4.23 +366,0.71,Very Good,F,VS1,60.0,57.0,2807,5.84,5.9,3.52 +18526,1.17,Ideal,G,VS2,61.4,56.0,7550,6.77,6.81,4.17 +43310,0.51,Premium,F,VS2,62.7,59.0,1402,5.04,5.07,3.17 +26348,0.32,Very Good,F,VS2,61.1,58.0,645,4.39,4.42,2.69 +24723,1.67,Ideal,H,VS2,62.6,56.0,13063,7.57,7.55,4.73 +5219,0.91,Premium,D,SI2,62.3,57.0,3781,6.22,6.14,3.85 +8804,1.05,Premium,F,SI2,62.6,59.0,4475,6.43,6.47,4.04 +40821,0.51,Ideal,E,SI2,63.0,56.0,1170,5.14,5.12,3.23 +39619,0.3,Good,G,VS2,63.1,58.0,491,4.23,4.27,2.68 +21312,1.52,Ideal,I,VS2,62.1,59.0,9465,7.3,7.35,4.55 +11920,1.3,Good,J,SI2,62.9,56.0,5124,6.9,6.94,4.35 +16551,1.02,Very Good,E,VS2,59.2,58.0,6612,6.52,6.58,3.88 +46768,0.52,Ideal,D,VS2,60.3,56.0,1802,5.27,5.24,3.17 +13160,1.01,Good,D,SI1,63.1,60.0,5443,6.32,6.39,4.01 +2926,1.01,Very Good,G,I1,62.4,59.0,3288,6.35,6.41,3.98 +13693,1.01,Premium,E,SI1,62.8,59.0,5599,6.31,6.27,3.95 +26589,2.4,Premium,J,SI1,59.7,58.0,16304,8.75,8.71,5.21 +35804,0.39,Ideal,E,VS1,60.8,56.0,914,4.74,4.77,2.89 +19782,1.21,Ideal,E,VS1,62.2,57.0,8348,6.83,6.8,4.24 +15328,1.03,Very Good,F,VS2,62.3,59.0,6153,6.39,6.45,4.0 +41637,0.32,Ideal,J,VS2,62.2,57.0,504,4.38,4.36,2.72 +38076,0.36,Premium,F,VS1,60.7,58.0,1013,4.62,4.57,2.79 +53372,0.61,Ideal,G,IF,62.3,56.0,2659,5.42,5.46,3.39 +36104,0.37,Ideal,G,IF,60.5,56.0,926,4.66,4.7,2.83 +20119,1.31,Ideal,H,VS1,61.5,56.0,8583,7.06,7.0,4.32 +47451,0.53,Ideal,D,VS2,62.1,55.0,1857,5.17,5.2,3.22 +21008,1.04,Ideal,F,VVS2,61.7,55.0,9218,6.51,6.53,4.02 +19768,1.65,Ideal,J,SI1,62.5,56.0,8334,7.59,7.54,4.73 +11014,1.01,Ideal,D,SI2,61.3,54.0,4916,6.47,6.52,3.99 +13935,1.06,Ideal,H,VS2,60.5,57.0,5669,6.63,6.6,4.0 +33303,0.4,Good,F,VS2,63.4,54.4,826,4.68,4.73,2.99 +39998,0.41,Premium,F,VS2,61.6,59.0,1107,4.77,4.74,2.93 +26485,2.03,Premium,H,SI2,61.6,58.0,16075,8.17,8.09,5.01 +32109,0.36,Ideal,E,VS1,60.9,57.0,782,4.6,4.63,2.81 +23332,1.52,Ideal,H,VS2,61.8,54.0,11379,7.42,7.43,4.59 +14223,1.68,Good,E,I1,64.3,60.0,5765,7.44,7.48,4.8 +5211,0.9,Premium,D,SI2,59.8,61.0,3780,6.21,6.17,3.7 +27269,2.0,Ideal,F,SI2,62.0,57.0,17710,8.03,8.1,5.0 +23869,2.02,Premium,F,SI2,61.0,59.0,11962,8.2,8.13,4.98 +34418,0.3,Ideal,G,IF,62.1,55.0,863,4.32,4.34,2.69 +50174,0.51,Very Good,D,VVS2,62.4,58.0,2220,5.1,5.13,3.19 +6608,1.0,Good,H,SI2,63.0,56.0,4081,6.31,6.38,4.0 +36203,0.31,Ideal,G,VVS2,62.0,56.0,931,4.35,4.33,2.69 +23017,0.3,Premium,G,VS2,62.6,62.0,630,4.25,4.21,2.65 +1920,0.6,Ideal,E,VVS1,62.0,53.7,3082,5.4,5.44,3.36 +26931,2.06,Ideal,I,SI1,62.0,56.0,16960,8.12,8.17,5.05 +31249,0.4,Ideal,I,VVS2,62.0,54.0,758,4.74,4.77,2.95 +21766,1.08,Ideal,G,IF,62.3,56.0,9831,6.55,6.59,4.09 +5774,1.05,Good,G,SI2,63.7,59.0,3898,6.41,6.37,4.07 +50743,0.5,Ideal,E,VVS2,61.8,53.6,2297,5.1,5.13,3.16 +44524,0.52,Very Good,E,VS2,59.2,59.0,1601,5.23,5.27,3.11 +39907,0.5,Fair,G,SI1,67.1,59.0,1103,4.96,4.84,3.29 +39166,0.44,Premium,G,VS2,60.6,58.0,1063,4.96,4.9,2.99 +51358,0.7,Premium,H,VS1,60.5,58.0,2364,5.77,5.73,3.48 +24486,1.51,Good,G,VS2,63.3,60.0,12756,7.2,7.28,4.58 +13237,1.22,Premium,H,SI2,60.2,56.0,5466,6.96,6.93,4.18 +47234,0.71,Very Good,I,VS2,63.4,56.0,1840,5.65,5.61,3.57 +39182,0.35,Ideal,D,VS2,62.5,55.0,1063,4.55,4.5,2.83 +12734,1.18,Good,D,SI2,61.7,63.0,5315,6.67,6.72,4.13 +51200,0.73,Fair,I,VVS2,64.4,59.0,2351,5.65,5.62,3.63 +11899,1.0,Very Good,F,SI1,60.5,60.0,5119,6.38,6.45,3.88 +8345,1.02,Good,E,SI2,63.3,59.0,4398,6.32,6.42,4.03 +32657,0.31,Good,H,VVS2,63.7,55.0,802,4.32,4.28,2.74 +43375,0.5,Good,F,VS2,60.9,64.0,1409,5.12,5.1,3.11 +9322,0.9,Very Good,D,SI1,62.5,59.0,4579,6.11,6.15,3.83 +9657,1.01,Very Good,H,SI1,63.4,58.0,4642,6.38,6.34,4.03 +21321,1.51,Very Good,F,SI2,63.4,57.0,9471,7.29,7.25,4.61 +10614,1.2,Good,G,SI1,63.5,60.0,4828,6.68,6.74,4.26 +29471,0.32,Ideal,E,VS2,62.0,55.0,702,4.38,4.46,2.74 +33941,0.27,Ideal,H,VS1,62.3,56.0,464,4.15,4.17,2.59 +49940,0.7,Good,H,VS2,56.7,63.0,2187,5.87,5.92,3.34 +11215,1.23,Very Good,J,VS2,62.8,59.0,4960,6.75,6.82,4.26 +38157,0.32,Ideal,D,VVS2,61.7,55.0,1014,4.42,4.39,2.72 +43646,0.5,Premium,D,SI1,60.3,58.0,1433,5.12,5.1,3.08 +14738,1.09,Ideal,E,SI1,61.1,55.0,5935,6.66,6.7,4.08 +13272,1.0,Fair,G,VS2,63.7,55.0,5484,6.28,6.21,3.98 +28929,0.3,Very Good,G,VVS2,62.1,59.0,684,4.23,4.27,2.64 +17108,1.13,Premium,F,VS2,59.8,61.0,6822,6.81,6.76,4.06 +4015,1.02,Premium,E,I1,60.4,62.0,3519,6.52,6.47,3.92 +42397,0.61,Premium,D,SI2,60.8,57.0,1308,5.48,5.4,3.31 +5102,0.86,Fair,G,VS1,64.6,58.8,3756,5.95,6.04,3.87 +26438,2.02,Ideal,H,SI2,63.0,57.0,15974,8.01,8.06,5.06 +45232,0.59,Ideal,E,VS2,61.4,58.0,1657,5.38,5.4,3.31 +36317,0.32,Premium,G,VVS2,60.2,60.0,936,4.45,4.42,2.67 +7421,1.0,Premium,G,SI2,62.9,60.0,4227,6.35,6.3,3.98 +14912,1.07,Very Good,D,SI1,60.2,55.0,6002,6.64,6.68,4.01 +43430,0.5,Very Good,D,SI1,60.3,59.0,1415,5.11,5.14,3.09 +34503,0.4,Very Good,G,VVS2,60.6,59.0,868,4.74,4.8,2.89 +35313,0.36,Ideal,F,VVS2,61.5,56.0,896,4.58,4.61,2.82 +35101,0.3,Ideal,F,IF,61.4,56.0,886,4.32,4.34,2.66 +15836,1.01,Premium,E,VS2,63.0,60.0,6335,6.35,6.32,3.99 +43440,0.55,Premium,F,SI1,60.7,57.0,1415,5.3,5.27,3.21 +24975,2.04,Premium,J,VS2,61.4,59.0,13477,8.04,8.14,4.97 +880,1.0,Fair,H,SI1,65.5,62.0,2873,6.14,6.07,4.0 +36500,0.37,Premium,G,VS2,59.7,61.0,944,4.72,4.66,2.8 +11801,1.18,Premium,I,SI1,62.8,56.0,5088,6.74,6.71,4.22 +51875,0.71,Very Good,H,VS1,62.8,59.0,2428,5.61,5.7,3.55 +33308,0.4,Good,D,VS2,61.2,62.0,827,4.7,4.75,2.89 +29033,0.31,Ideal,H,VVS1,62.3,53.0,687,4.35,4.38,2.72 +36022,0.53,Very Good,I,SI1,59.7,63.0,923,5.22,5.3,3.14 +27961,0.3,Premium,E,VS2,59.9,59.0,658,4.33,4.38,2.61 +6787,1.02,Premium,I,SI1,61.7,58.0,4113,6.48,6.45,3.99 +30780,0.33,Ideal,E,VVS2,61.0,54.0,741,4.49,4.52,2.75 +2299,0.9,Good,I,VS2,62.4,65.0,3162,6.09,6.12,3.81 +29337,0.31,Good,H,VS1,64.0,59.0,698,4.28,4.25,2.73 +51941,0.73,Very Good,E,SI1,58.6,57.0,2441,5.91,6.0,3.49 +14683,1.03,Very Good,D,SI1,62.5,59.0,5924,6.45,6.48,4.04 +45807,0.5,Ideal,F,VS1,62.5,57.0,1710,5.06,5.09,3.17 +20571,1.21,Premium,F,VS1,62.5,60.0,8879,6.77,6.7,4.21 +36853,0.37,Premium,F,VS2,62.7,58.0,957,4.58,4.55,2.86 +35711,0.3,Ideal,D,VS2,60.9,57.0,911,4.35,4.32,2.64 +27812,0.28,Ideal,G,VVS1,61.8,55.0,650,4.19,4.23,2.6 +15488,1.01,Very Good,G,VS2,62.5,59.0,6204,6.34,6.37,3.97 +11627,1.13,Premium,H,SI1,60.9,59.0,5050,6.79,6.7,4.11 +15123,1.08,Ideal,D,SI1,61.8,56.0,6078,6.62,6.69,4.11 +50009,0.57,Ideal,H,IF,62.2,56.0,2195,5.3,5.33,3.3 +9418,1.01,Premium,G,SI1,62.5,60.0,4588,6.34,6.39,3.98 +10301,0.9,Very Good,E,SI1,62.8,58.0,4760,6.09,6.13,3.84 +52254,0.72,Very Good,G,SI1,62.5,60.0,2488,5.69,5.73,3.57 +8197,1.3,Premium,H,SI2,60.7,59.0,4368,7.06,7.0,4.27 +6071,0.92,Very Good,F,SI1,63.5,58.0,3967,6.16,6.12,3.9 +34078,0.34,Ideal,H,VVS2,61.1,56.0,852,4.52,4.55,2.77 +51248,0.7,Premium,D,SI2,60.5,58.0,2354,5.8,5.74,3.49 +46403,0.6,Ideal,H,SI1,61.4,55.0,1766,5.46,5.49,3.36 +2937,0.77,Good,E,VS2,63.4,57.0,3291,5.8,5.84,3.69 +3177,0.9,Ideal,G,SI2,62.5,55.0,3338,6.21,6.15,3.86 +1565,0.55,Ideal,F,VVS1,61.2,54.0,3005,5.3,5.35,3.26 +50433,0.71,Ideal,D,SI2,60.2,57.0,2262,5.77,5.83,3.49 +15983,1.21,Fair,G,SI1,64.6,60.0,6397,6.69,6.62,4.3 +53683,0.74,Very Good,D,SI2,63.1,58.0,2713,5.69,5.79,3.62 +37092,0.41,Ideal,E,SI1,62.6,57.0,969,4.73,4.72,2.96 +26176,1.55,Ideal,G,VVS2,61.9,54.0,15512,7.41,7.45,4.6 +35664,0.41,Premium,F,SI2,60.3,58.0,907,4.86,4.82,2.92 +2143,0.94,Good,D,SI2,57.9,61.0,3125,6.48,6.43,3.74 +155,0.76,Very Good,F,SI1,62.9,57.0,2770,5.79,5.81,3.65 +6014,0.88,Ideal,D,SI2,62.2,56.0,3962,6.12,6.16,3.82 +48671,0.74,Premium,E,SI2,62.2,57.0,2002,5.79,5.77,3.59 +12316,1.11,Good,I,VVS2,60.1,64.0,5221,6.73,6.62,4.02 +3918,0.83,Premium,F,VS2,60.2,60.0,3495,6.09,6.04,3.65 +44300,0.6,Premium,E,SI1,63.0,60.0,1577,5.44,5.39,3.41 +12010,1.14,Premium,I,VS1,60.3,57.0,5148,6.83,6.81,4.11 +19005,1.08,Premium,D,VS2,61.2,60.0,7824,6.63,6.61,4.05 +2229,0.9,Fair,G,SI1,65.4,59.0,3145,6.04,6.0,3.94 +15517,1.48,Premium,H,SI2,59.7,59.0,6216,7.46,7.42,4.44 +31469,0.34,Premium,H,VS1,61.6,59.0,765,4.54,4.49,2.78 +35143,0.37,Good,E,VS1,62.8,65.0,889,4.51,4.54,2.84 +20155,1.04,Premium,F,VVS2,62.1,56.0,8610,6.54,6.48,4.04 +47515,0.55,Very Good,D,VS2,59.8,57.0,1867,5.31,5.35,3.19 +52282,0.84,Ideal,J,SI1,61.8,56.0,2493,6.04,6.07,3.74 +8401,1.07,Premium,G,SI2,62.0,59.0,4401,6.54,6.5,4.04 +34676,0.41,Good,D,VS2,63.4,54.0,873,4.74,4.79,3.02 +13373,0.24,Very Good,D,VS1,62.9,56.0,419,3.96,3.99,2.5 +36395,0.4,Ideal,G,SI1,61.5,57.0,942,4.74,4.76,2.92 +28373,0.38,Ideal,I,SI1,61.5,56.0,668,4.67,4.7,2.88 +38796,0.31,Premium,G,VVS1,59.9,62.0,1046,4.37,4.35,2.61 +35269,0.3,Very Good,G,IF,62.8,57.0,895,4.28,4.32,2.7 +52887,0.72,Premium,H,VS2,60.7,59.0,2583,5.84,5.8,3.53 +27944,0.23,Very Good,G,VVS2,62.3,57.0,431,3.9,3.92,2.43 +29254,0.32,Ideal,G,VVS2,61.2,58.0,698,4.39,4.43,2.7 +16607,1.4,Ideal,J,VS2,62.2,57.0,6633,7.17,7.08,4.43 +31634,0.3,Ideal,H,SI1,62.0,56.0,450,4.29,4.32,2.67 +40280,0.32,Ideal,J,VVS1,62.3,54.0,494,4.41,4.43,2.75 +22118,1.53,Ideal,H,SI1,62.9,60.0,10145,7.36,7.28,4.61 +43267,0.3,Ideal,I,SI1,61.3,56.0,506,4.33,4.32,2.65 +3894,0.9,Very Good,I,VS2,63.4,56.0,3489,6.09,6.12,3.87 +27400,2.01,Ideal,H,VS1,61.9,57.0,17983,8.15,8.05,5.01 +31441,0.33,Ideal,F,VS1,62.8,55.0,765,4.41,4.45,2.78 +29804,0.3,Very Good,D,SI1,63.1,55.0,709,4.31,4.28,2.71 +39470,0.41,Ideal,E,VS1,61.4,57.0,1079,4.79,4.82,2.95 +25217,1.51,Ideal,G,VS1,61.7,54.0,13818,7.36,7.41,4.56 +53676,0.71,Premium,E,VS2,59.9,58.0,2711,5.78,5.81,3.47 +27038,0.32,Ideal,G,VS1,62.3,56.0,645,4.37,4.39,2.73 +52444,0.72,Ideal,F,SI1,62.4,57.0,2514,5.71,5.74,3.57 +42250,0.4,Ideal,F,IF,62.3,57.0,1292,4.69,4.71,2.93 +30910,0.34,Very Good,E,VS2,62.6,58.0,745,4.43,4.45,2.78 +9391,1.0,Premium,F,SI1,61.4,60.0,4586,6.38,6.35,3.91 +11227,0.83,Ideal,G,VVS1,61.9,56.0,4963,6.03,6.05,3.74 +25552,1.86,Very Good,H,SI1,62.6,58.0,14383,7.77,7.82,4.88 +22775,1.01,Premium,D,VVS2,61.6,58.0,10797,6.44,6.39,3.95 +3409,0.3,Ideal,F,VS2,60.3,57.0,568,4.34,4.39,2.63 +33395,0.31,Ideal,F,VVS1,62.4,55.0,828,4.33,4.36,2.71 +25036,0.34,Good,E,SI1,60.5,60.1,641,4.5,4.53,2.73 +41305,0.56,Ideal,I,SI1,61.8,54.0,1212,5.28,5.31,3.27 +20000,1.5,Very Good,E,SI2,62.8,57.0,8538,7.17,7.23,4.52 +34727,0.41,Ideal,E,VS2,62.3,54.0,875,4.74,4.8,2.97 +11270,1.06,Very Good,E,SI2,62.1,56.0,4972,6.52,6.59,4.07 +17280,1.31,Premium,I,VS2,62.4,61.0,6921,6.98,6.9,4.33 +52219,0.81,Premium,G,SI2,61.7,57.0,2482,5.99,5.94,3.68 +12239,1.04,Ideal,I,VS1,62.4,57.0,5199,6.44,6.48,4.03 +51698,0.7,Very Good,F,VS2,60.5,57.0,2400,5.74,5.79,3.49 +48337,0.54,Premium,E,VS1,61.3,56.0,1960,5.27,5.23,3.22 +24332,2.02,Fair,I,SI2,64.5,60.0,12592,7.94,7.82,5.08 +50843,0.7,Good,D,SI2,58.5,65.0,2310,5.79,5.76,3.38 +34012,0.43,Ideal,I,VVS1,61.6,54.0,848,4.88,4.92,3.02 +31839,0.34,Very Good,G,VVS2,61.7,56.0,775,4.47,4.51,2.77 +21421,1.2,Very Good,E,VS2,60.6,56.0,9529,6.85,6.87,4.16 +49356,0.71,Very Good,F,SI2,63.6,56.0,2098,5.58,5.67,3.58 +4689,1.01,Very Good,E,SI2,63.3,58.0,3674,6.4,6.31,4.02 +2352,0.84,Fair,F,VS2,65.0,57.2,3172,5.83,5.87,3.81 +9402,1.03,Premium,F,SI2,62.4,59.0,4586,6.45,6.38,4.0 +15846,1.37,Ideal,J,SI1,62.1,55.0,6339,7.13,7.16,4.44 +4174,0.75,Ideal,E,VS1,62.5,57.0,3555,5.8,5.85,3.64 +16670,1.01,Ideal,G,VS2,60.9,57.0,6663,6.48,6.51,3.95 +20190,1.51,Very Good,I,SI1,62.2,60.0,8637,7.23,7.3,4.52 +31644,0.25,Very Good,G,VVS1,63.7,54.0,451,3.98,4.03,2.55 +39684,0.52,Very Good,I,SI1,62.4,55.0,1088,5.1,5.12,3.19 +14605,1.15,Ideal,D,SI2,61.7,57.0,5891,6.72,6.76,4.16 +44555,0.52,Premium,F,VS2,62.5,58.0,1605,5.17,5.13,3.22 +30167,0.4,Very Good,D,SI1,62.5,61.0,720,4.66,4.69,2.92 +48360,0.56,Ideal,D,VS2,62.2,56.0,1963,5.24,5.28,3.27 +49891,0.51,Ideal,D,VS1,61.9,57.0,2177,5.17,5.14,3.19 +3901,0.72,Ideal,F,VS1,61.8,56.0,3489,5.72,5.77,3.55 +52147,0.72,Ideal,F,SI1,61.7,55.0,2470,5.74,5.77,3.55 +19931,1.54,Ideal,J,VS2,62.7,56.0,8479,7.32,7.36,4.6 +35402,0.35,Ideal,E,VS1,62.0,55.0,900,4.54,4.58,2.82 +32984,0.37,Very Good,E,VS2,63.0,58.0,811,4.53,4.58,2.87 +49713,0.73,Fair,D,SI2,65.5,60.0,2147,5.64,5.54,3.66 +36588,0.33,Ideal,G,IF,61.3,55.0,946,4.49,4.51,2.76 +30484,0.31,Ideal,D,SI1,61.0,57.0,732,4.41,4.38,2.68 +4165,0.9,Very Good,F,SI2,60.8,55.0,3552,6.25,6.28,3.81 +44494,0.52,Ideal,H,VS1,62.0,56.0,1598,5.14,5.2,3.21 +19133,1.06,Ideal,G,VVS2,61.0,57.0,7900,6.55,6.57,4.0 +11619,1.01,Very Good,G,SI1,62.8,56.0,5049,6.35,6.43,4.01 +547,0.72,Ideal,F,VS1,61.7,57.0,2829,5.77,5.74,3.55 +46831,0.53,Ideal,D,VS2,62.2,56.0,1809,5.17,5.18,3.22 +46836,0.76,Good,J,SI1,63.8,57.0,1809,5.78,5.74,3.67 +8690,1.02,Premium,F,SI2,61.1,59.0,4459,6.41,6.45,3.93 +9066,1.06,Good,J,VS2,63.5,60.1,4517,6.43,6.51,4.11 +22346,1.7,Premium,I,VS2,61.9,56.0,10396,7.55,7.5,4.66 +24869,1.5,Very Good,D,VS2,62.4,59.0,13287,7.21,7.27,4.52 +48704,0.56,Very Good,G,VVS2,61.6,56.0,2010,5.29,5.31,3.27 +21051,0.31,Premium,F,VS2,59.3,60.0,625,4.39,4.41,2.61 +8563,1.04,Very Good,H,SI2,62.9,57.0,4435,6.39,6.45,4.04 +37804,0.5,Very Good,J,SI1,63.2,55.0,1000,5.07,5.03,3.19 +40495,0.42,Premium,F,VVS2,60.3,59.0,1142,4.83,4.86,2.92 +5265,0.72,Ideal,F,VVS1,61.7,56.0,3795,5.73,5.77,3.55 +39152,0.33,Ideal,F,VVS1,62.1,56.0,1062,4.46,4.43,2.76 +20370,1.56,Ideal,J,VS1,62.5,56.0,8763,7.38,7.46,4.64 +39040,0.37,Ideal,G,IF,61.2,56.0,1056,4.61,4.64,2.83 +7414,1.07,Premium,J,VS2,62.8,57.0,4224,6.54,6.49,4.09 +14139,2.27,Fair,J,I1,67.6,55.0,5733,8.05,8.0,5.43 +8175,0.85,Ideal,E,SI1,61.6,57.0,4363,6.07,6.1,3.75 +25700,0.35,Premium,D,SI1,61.8,59.0,644,4.54,4.56,2.81 +45172,0.5,Premium,E,VS2,60.6,59.0,1654,5.17,5.06,3.1 +25980,2.22,Premium,I,SI2,62.9,59.0,15184,8.24,8.2,5.17 +7159,1.01,Fair,E,SI1,64.7,59.0,4181,6.23,6.11,3.99 +42478,0.5,Very Good,D,SI1,61.6,59.0,1318,5.12,5.14,3.16 +18181,1.0,Ideal,E,VS2,61.3,58.0,7370,6.41,6.44,3.94 +33799,0.32,Ideal,G,VVS1,61.1,53.0,842,4.4,4.44,2.7 +4093,1.02,Good,J,SI2,63.4,56.0,3534,6.36,6.42,4.05 +52768,0.77,Ideal,E,SI2,62.0,54.0,2563,5.89,5.92,3.66 +48131,0.9,Fair,G,I1,65.1,58.0,1939,6.05,5.99,3.92 +51052,0.71,Good,F,SI1,63.9,57.0,2331,5.57,5.61,3.57 +31829,0.34,Good,H,VVS1,63.2,58.0,775,4.41,4.45,2.8 +52713,0.52,Premium,D,VVS1,58.8,61.0,2553,5.31,5.27,3.11 +41988,0.43,Premium,G,VVS1,60.3,58.0,1264,4.91,4.87,2.95 +48109,0.5,Ideal,G,VVS2,62.1,55.0,1935,5.09,5.05,3.15 +46577,0.57,Very Good,E,VS2,61.0,57.0,1785,5.33,5.35,3.26 +31000,0.36,Ideal,E,VS1,61.4,56.0,747,4.59,4.63,2.83 +6358,0.9,Ideal,G,SI1,62.4,55.0,4036,6.19,6.15,3.85 +51695,0.71,Very Good,I,VVS2,59.5,60.0,2400,5.82,5.87,3.48 +41174,0.4,Ideal,G,VVS1,62.4,57.0,1200,4.78,4.74,2.97 +42455,0.5,Good,E,SI1,63.7,56.0,1316,5.02,5.06,3.21 +8238,0.85,Ideal,D,SI1,61.9,56.0,4373,6.03,6.09,3.75 +25314,2.07,Good,I,SI1,63.6,58.0,13993,8.09,7.99,5.11 +10641,1.02,Ideal,F,SI2,61.8,57.0,4832,6.49,6.43,3.99 +44302,0.53,Very Good,F,VS2,63.2,58.0,1578,5.13,5.16,3.25 +43851,0.47,Good,E,VS1,58.3,61.2,1447,5.11,5.15,2.98 +50725,0.59,Ideal,E,VS1,62.3,56.0,2294,5.4,5.38,3.36 +43346,0.57,Premium,E,SI1,58.9,59.0,1406,5.41,5.35,3.17 +27337,2.28,Premium,H,SI2,62.1,59.0,17892,8.4,8.44,5.23 +24600,1.63,Ideal,H,SI1,61.8,57.0,12910,7.5,7.54,4.64 +45671,0.52,Ideal,E,VS2,61.3,57.0,1694,5.22,5.19,3.19 +20394,0.31,Very Good,G,VS1,62.2,56.0,625,4.32,4.36,2.7 +20841,1.51,Good,I,SI1,63.9,59.0,9069,7.18,7.26,4.61 +41660,0.5,Good,H,VS2,56.3,65.0,1239,5.21,5.24,2.94 +16390,1.03,Ideal,F,VS2,59.1,55.0,6543,6.6,6.69,3.93 +36472,0.43,Ideal,G,VS1,62.3,56.0,943,4.82,4.85,3.01 +26715,0.32,Good,F,VS2,63.2,58.0,645,4.32,4.35,2.74 +29351,0.31,Ideal,G,VS2,62.0,57.0,698,4.37,4.34,2.7 +29232,0.33,Very Good,D,VS1,60.1,59.0,696,4.46,4.49,2.69 +1658,0.85,Ideal,G,SI1,61.6,55.0,3023,6.09,6.11,3.76 +51537,0.71,Ideal,F,SI2,61.6,57.0,2386,5.72,5.75,3.53 +20395,0.31,Very Good,F,VS2,62.8,57.0,625,4.34,4.36,2.73 +13235,1.22,Premium,I,SI1,62.2,57.0,5466,6.87,6.79,4.25 +23462,1.62,Premium,H,SI1,62.2,58.0,11455,7.5,7.46,4.65 +40524,0.52,Ideal,E,SI2,61.8,57.0,1146,5.14,5.18,3.19 +7390,0.33,Very Good,H,VS1,60.2,62.0,579,4.44,4.47,2.68 +27477,2.23,Premium,I,VS2,61.2,58.0,18149,8.43,8.36,5.14 +20655,1.01,Good,D,VVS2,63.7,57.0,8943,6.29,6.36,4.03 +34283,0.39,Premium,H,SI2,61.2,58.0,468,4.51,6.02,4.44 +5335,0.9,Very Good,H,VS2,61.6,63.0,3810,6.14,6.1,3.77 +53549,0.71,Very Good,D,SI1,61.7,59.0,2693,5.7,5.74,3.53 +25674,1.65,Ideal,G,VS2,61.9,57.0,14593,7.65,7.61,4.72 +33253,0.32,Ideal,E,VS1,61.5,55.0,825,4.43,4.45,2.73 +23695,2.02,Very Good,J,SI2,59.2,60.0,11757,8.27,8.39,4.91 +50403,0.59,Very Good,G,VVS1,61.5,55.0,2256,5.4,5.43,3.33 +4089,0.9,Very Good,D,SI2,60.6,61.0,3534,6.14,6.2,3.74 +9110,1.06,Ideal,I,VS2,62.3,56.0,4530,6.56,6.51,4.07 +28858,0.41,Ideal,E,SI2,61.9,57.0,683,4.76,4.8,2.96 +3143,0.7,Ideal,E,SI1,61.6,56.0,3330,5.7,5.72,3.52 +46024,0.57,Ideal,E,VS2,60.8,56.0,1728,5.35,5.4,3.27 +6935,0.8,Ideal,F,VVS2,61.6,57.0,4140,5.97,5.94,3.67 +52586,0.79,Good,D,SI2,63.9,56.0,2539,5.89,5.84,3.75 +42480,0.43,Ideal,G,IF,62.4,54.0,1318,4.84,4.87,3.03 +15327,1.22,Premium,H,SI1,62.4,58.0,6153,6.82,6.77,4.24 +53273,0.75,Fair,F,VS2,65.4,58.0,2648,5.63,5.68,3.7 +30257,0.31,Very Good,E,VVS1,62.5,59.0,725,4.3,4.34,2.7 +5282,0.9,Ideal,D,SI2,60.9,57.0,3798,6.2,6.24,3.79 +19671,1.1,Ideal,F,VS1,61.7,57.0,8279,6.67,6.65,4.11 +53822,0.71,Premium,E,VS2,59.9,58.0,2735,5.81,5.78,3.47 +46612,0.5,Ideal,G,VVS2,61.4,56.0,1787,5.11,5.15,3.15 +19848,1.52,Very Good,H,SI2,62.8,58.0,8408,7.25,7.3,4.57 +7753,0.92,Very Good,G,SI1,61.8,54.0,4281,6.25,6.37,3.9 +42044,0.51,Good,D,SI2,63.8,56.0,1268,5.09,5.07,3.24 +32199,0.35,Ideal,E,SI1,62.3,56.0,788,4.56,4.53,2.83 +20250,1.73,Premium,I,VS2,59.8,58.0,8680,7.8,7.79,4.66 +12224,1.0,Premium,F,SI1,60.7,60.0,5197,6.36,6.4,3.87 +2276,0.64,Ideal,E,VVS2,62.1,53.0,3157,5.51,5.54,3.43 +51107,0.73,Very Good,H,VS2,63.1,57.3,2337,5.65,5.7,3.59 +13812,1.01,Very Good,E,SI1,63.0,57.0,5627,6.28,6.36,3.98 +2190,0.71,Ideal,D,VS2,62.3,56.0,3137,5.68,5.72,3.55 +7898,1.0,Fair,H,VVS2,65.1,57.0,4312,6.27,6.23,4.07 +39328,0.34,Ideal,E,VVS2,62.3,57.0,1071,4.48,4.44,2.78 +49849,0.7,Premium,G,SI1,60.3,58.0,2170,5.73,5.77,3.47 +51394,0.66,Premium,F,VS1,60.8,58.0,2368,5.67,5.64,3.44 +11052,0.28,Very Good,E,VVS2,63.6,56.0,596,4.13,4.17,2.64 +43598,0.31,Ideal,I,VS1,61.2,55.0,507,4.37,4.39,2.68 +2639,0.96,Premium,I,SI2,62.7,58.0,3229,6.24,6.2,3.9 +21329,1.51,Very Good,E,SI1,62.9,62.0,9474,7.21,7.31,4.57 +19311,1.54,Premium,E,SI2,59.0,62.0,8020,7.59,7.56,4.47 +47685,0.56,Premium,E,VS1,60.1,61.0,1882,5.38,5.31,3.21 +8222,1.06,Premium,I,SI1,61.9,59.0,4372,6.5,6.52,4.03 +25989,1.54,Ideal,G,VVS2,62.5,57.0,15197,7.36,7.3,4.58 +8157,1.02,Ideal,H,SI2,61.0,58.0,4360,6.5,6.54,3.98 +37759,0.38,Ideal,G,VS1,62.5,56.0,998,4.64,4.58,2.88 +2919,0.91,Very Good,G,SI2,62.1,55.0,3287,6.16,6.21,3.84 +8707,0.28,Ideal,G,VVS2,61.6,56.0,586,4.18,4.2,2.58 +6178,0.81,Very Good,F,VVS2,63.1,56.0,3992,5.99,5.9,3.75 +35488,0.43,Very Good,G,SI1,63.1,58.0,903,4.79,4.75,3.01 +40892,0.38,Ideal,E,VVS2,62.0,57.0,1176,4.62,4.61,2.86 +44907,0.53,Ideal,F,VS1,61.7,56.0,1630,5.2,5.22,3.21 +27394,2.04,Very Good,H,SI1,63.0,58.0,17952,8.03,8.1,5.08 +10429,1.09,Ideal,H,SI1,61.9,56.0,4784,6.61,6.64,4.1 +6445,0.72,Ideal,D,VS1,61.7,56.0,4047,5.77,5.81,3.57 +13987,1.16,Ideal,G,SI2,61.6,55.0,5695,6.74,6.77,4.16 +44392,0.51,Very Good,E,VS1,58.1,60.0,1583,5.28,5.32,3.08 +20109,1.5,Ideal,G,SI2,61.4,56.0,8580,7.34,7.38,4.52 +315,0.76,Fair,G,VS1,59.0,70.0,2800,5.89,5.8,3.46 +24961,1.68,Premium,G,VS1,58.2,57.0,13445,7.89,7.85,4.58 +34417,0.3,Ideal,G,IF,62.0,54.0,863,4.33,4.35,2.69 +6198,1.03,Ideal,I,SI2,62.2,57.0,3997,6.5,6.46,4.03 +48555,0.58,Premium,G,VVS2,59.7,59.0,1990,5.4,5.45,3.24 +35749,0.3,Premium,D,VS2,62.5,58.0,911,4.29,4.26,2.67 +34647,0.31,Ideal,E,VS2,61.5,56.0,872,4.37,4.34,2.68 +53167,0.7,Very Good,D,SI1,59.4,63.0,2628,5.78,5.76,3.43 +1891,0.76,Ideal,I,VS2,61.7,56.0,3075,5.87,5.9,3.63 +37754,0.38,Ideal,D,VS2,62.0,56.0,998,4.68,4.64,2.89 +42119,0.5,Very Good,E,SI1,63.0,61.0,1279,5.03,5.07,3.18 +2376,0.32,Very Good,H,VS1,63.0,55.0,561,4.4,4.42,2.78 +12113,1.01,Ideal,G,SI1,62.2,55.0,5166,6.44,6.46,4.01 +37994,0.32,Ideal,F,VVS2,62.0,55.0,1008,4.41,4.39,2.73 +19071,1.51,Good,J,VS1,63.5,60.0,7848,7.23,7.29,4.61 +51400,0.7,Premium,F,VS2,61.1,62.0,2369,5.69,5.64,3.46 +45482,0.51,Ideal,D,VS2,62.2,58.0,1678,5.1,5.12,3.18 +28940,0.3,Premium,H,VVS1,62.7,59.0,684,4.29,4.32,2.7 +9279,1.0,Ideal,H,SI1,61.4,57.0,4564,6.37,6.34,3.9 +20976,1.53,Ideal,I,VS2,62.3,57.0,9189,7.3,7.35,4.56 +32646,0.31,Premium,H,VVS2,61.9,58.0,802,4.36,4.33,2.69 +31747,0.4,Very Good,D,SI1,61.4,56.0,772,4.72,4.83,2.93 +51679,0.72,Ideal,H,SI1,58.9,56.0,2398,5.91,5.88,3.47 +9247,1.01,Very Good,H,VS2,63.3,57.0,4559,6.32,6.27,3.99 +28667,0.29,Ideal,E,SI1,60.4,54.0,677,4.32,4.36,2.62 +19992,1.01,Very Good,F,VVS2,61.8,55.0,8532,6.36,6.45,3.96 +47968,0.52,Ideal,D,VS2,61.7,56.0,1919,5.18,5.16,3.19 +22723,1.56,Ideal,H,SI1,62.1,56.0,10739,7.44,7.46,4.63 +43688,0.5,Good,F,VS2,63.3,58.0,1436,4.98,5.03,3.17 +52804,0.94,Ideal,F,I1,61.5,55.0,2571,6.34,6.37,3.91 +10488,1.02,Very Good,H,SI1,62.9,59.0,4796,6.38,6.41,4.02 +17084,1.52,Premium,D,SI2,62.4,59.0,6810,7.36,7.29,4.57 +34844,0.3,Premium,G,VVS2,61.2,59.0,878,4.35,4.31,2.65 +29428,0.42,Very Good,D,SI2,60.0,61.0,700,4.85,4.89,2.92 +10908,1.01,Fair,G,VS2,64.9,56.0,4887,6.27,6.21,4.05 +34672,0.31,Premium,E,VS2,62.6,58.0,872,4.33,4.29,2.7 +13535,1.31,Premium,J,SI1,59.4,60.0,5546,7.12,7.06,4.21 +30939,0.24,Very Good,G,VVS2,62.0,56.0,449,3.99,4.03,2.48 +29696,0.31,Premium,G,VVS2,60.5,58.0,707,4.39,4.43,2.67 +41102,0.51,Fair,F,SI1,65.2,57.0,1193,5.03,5.09,3.3 +25991,2.2,Premium,J,VS1,61.7,59.0,15201,8.34,8.3,5.13 +4765,0.9,Good,D,SI1,63.9,57.0,3689,6.1,6.04,3.88 +31827,0.34,Very Good,G,VVS2,61.2,59.0,775,4.46,4.5,2.74 +23208,1.0,Very Good,E,IF,62.5,55.0,11214,6.28,6.39,3.96 +33153,0.31,Ideal,G,VVS1,61.7,57.0,816,4.34,4.38,2.69 +30539,0.31,Very Good,D,VS2,62.9,55.0,734,4.31,4.34,2.72 +24962,1.71,Very Good,H,VS2,62.6,59.0,13445,7.54,7.58,4.73 +24197,2.03,Premium,J,SI2,61.6,58.0,12380,8.15,8.12,5.01 +52956,0.24,Very Good,F,VVS1,59.0,59.0,552,4.05,4.08,2.4 +2119,1.02,Fair,J,SI2,65.0,59.0,3119,6.34,6.24,4.08 +46042,0.55,Premium,D,SI1,61.7,59.0,1728,5.3,5.23,3.25 +31591,0.3,Ideal,J,SI1,62.3,57.0,367,4.27,4.3,2.67 +50615,0.27,Very Good,G,VS1,58.8,57.0,399,4.25,4.36,2.53 +21986,1.51,Very Good,H,SI1,63.3,57.0,10053,7.23,7.34,4.61 +8702,0.3,Very Good,G,VS1,62.1,55.0,585,4.28,4.31,2.67 +27201,2.01,Very Good,F,SI2,62.3,63.0,17514,8.07,7.96,4.99 +29659,0.35,Ideal,G,VS1,60.5,57.0,706,4.55,4.58,2.76 +23823,1.7,Premium,I,VS2,62.2,58.0,11888,7.65,7.6,4.74 +1106,0.71,Premium,D,SI1,59.7,59.0,2913,5.8,5.82,3.47 +8597,1.03,Premium,E,SI2,61.0,60.0,4441,6.46,6.53,3.96 +13367,0.24,Very Good,F,VS1,62.5,58.0,419,3.95,3.96,2.47 +43419,0.41,Ideal,D,VVS1,62.7,56.0,1413,4.77,4.74,2.98 +19604,1.5,Ideal,H,VVS2,61.3,56.0,8224,7.37,7.28,4.49 +17158,1.51,Good,J,SI1,63.5,58.0,6851,7.24,7.29,4.61 +43271,0.3,Good,I,SI1,63.8,57.0,506,4.27,4.19,2.7 +45466,0.53,Ideal,E,VS2,61.5,56.0,1676,5.18,5.23,3.2 +50006,0.71,Ideal,G,SI2,59.5,57.0,2194,5.86,5.78,3.46 +37210,0.34,Ideal,G,IF,61.9,54.0,974,4.5,4.52,2.79 +8547,1.01,Very Good,H,SI1,62.1,60.0,4432,6.4,6.44,3.99 +1002,0.77,Ideal,D,SI1,62.6,57.0,2898,5.92,5.81,3.67 +51768,0.7,Ideal,F,SI1,62.2,56.0,2409,5.68,5.7,3.54 +17478,1.01,Premium,F,VS1,60.8,59.0,7017,6.45,6.41,3.91 +19484,1.04,Ideal,G,VVS1,62.5,55.0,8120,6.45,6.54,4.06 +9794,1.01,Ideal,E,SI2,61.1,57.0,4666,6.48,6.52,3.97 +25797,1.52,Ideal,G,VS1,61.1,56.0,14787,7.39,7.43,4.53 +32267,0.3,Good,G,VVS1,63.3,55.0,789,4.26,4.3,2.71 +16248,1.01,Premium,G,VS1,62.3,59.0,6499,6.38,6.42,3.99 +7470,1.0,Very Good,F,SI1,63.1,59.0,4234,6.29,6.22,3.95 +45888,0.52,Ideal,I,VS1,62.7,57.0,1720,5.17,5.14,3.23 +20242,1.24,Good,G,VS2,61.3,57.0,8672,6.78,6.88,4.19 +38615,0.3,Very Good,F,SI1,57.9,61.0,489,4.39,4.49,2.57 +34592,0.37,Ideal,J,SI1,61.4,57.0,469,4.62,4.66,2.85 +3487,0.9,Premium,I,VS2,61.8,59.0,3398,6.15,6.21,3.82 +40417,0.58,Ideal,G,SI2,62.0,57.0,1134,5.35,5.29,3.3 +1987,0.81,Very Good,G,SI1,62.3,59.0,3095,5.93,5.98,3.71 +29634,0.32,Ideal,J,VS1,62.0,54.7,442,4.39,4.42,2.73 +16066,1.01,Ideal,F,VS2,62.0,56.0,6416,6.46,6.51,4.02 +3396,0.32,Ideal,I,VVS2,62.2,54.5,567,4.38,4.42,2.74 +46521,0.51,Ideal,G,VS1,59.7,57.0,1781,5.25,5.2,3.12 +4725,0.33,Ideal,I,SI1,61.5,57.0,572,4.49,4.46,2.75 +40403,0.55,Ideal,J,VS2,60.4,58.0,1133,5.29,5.34,3.21 +20321,1.51,Very Good,J,VS2,59.7,59.0,8735,7.51,7.47,4.47 +13153,1.11,Premium,H,SI1,58.8,59.0,5439,6.79,6.74,3.98 +46189,0.52,Ideal,H,VVS1,61.0,56.0,1748,5.17,5.21,3.17 +17768,1.51,Very Good,G,SI2,63.1,58.0,7154,7.23,7.19,4.55 +1617,0.71,Very Good,F,VS1,62.1,53.0,3013,5.7,5.77,3.56 +26918,1.93,Premium,H,VS1,60.5,60.0,16941,7.98,8.06,4.85 +24531,1.5,Premium,G,VVS2,61.2,59.0,12821,7.4,7.31,4.5 +51715,0.7,Very Good,F,SI1,62.9,59.0,2401,5.62,5.67,3.55 +40198,0.52,Ideal,F,SI2,61.5,55.0,1121,5.17,5.2,3.19 +51850,0.7,Premium,F,SI1,61.3,59.0,2423,5.74,5.68,3.5 +18216,1.03,Ideal,F,VS2,62.3,56.0,7392,6.43,6.45,4.01 +19910,1.21,Premium,G,VS1,59.5,58.0,8456,7.01,6.97,4.16 +23939,1.52,Ideal,F,SI1,62.0,54.0,12071,7.36,7.44,4.59 +12915,1.2,Premium,H,SI2,62.2,58.0,5376,6.79,6.74,4.21 +35612,0.3,Very Good,H,VS2,61.1,61.0,473,4.29,4.32,2.63 +40634,0.41,Ideal,E,VS1,62.0,55.0,1153,4.77,4.74,2.95 +10154,1.1,Premium,D,SI2,62.4,58.0,4725,6.6,6.57,4.11 +20120,1.22,Premium,G,VS1,62.2,59.0,8583,6.82,6.87,4.26 +17902,1.01,Ideal,F,VS2,61.6,56.0,7229,6.48,6.45,3.98 +25505,1.52,Very Good,D,SI1,60.6,57.8,14295,7.4,7.46,4.51 +3393,0.27,Very Good,E,VVS2,59.4,64.0,567,4.16,4.19,2.48 +8596,1.03,Ideal,E,SI2,62.5,56.0,4441,6.45,6.48,4.04 +8891,1.06,Very Good,F,SI1,59.5,63.0,4488,6.62,6.59,3.93 +51853,0.7,Ideal,D,SI2,60.3,56.0,2423,5.77,5.73,3.47 +1192,0.72,Very Good,G,VVS2,62.2,57.0,2933,5.67,5.72,3.54 +15363,0.3,Very Good,G,VS1,61.7,60.0,605,4.24,4.28,2.63 +16584,1.02,Very Good,G,VS1,62.4,58.0,6622,6.37,6.42,3.99 +5395,0.3,Ideal,D,SI2,61.1,55.0,574,4.35,4.32,2.65 +21196,1.51,Very Good,E,SI2,61.1,60.0,9343,7.27,7.37,4.47 +25736,2.22,Premium,I,VS2,60.5,59.0,14662,8.41,8.37,5.08 +9191,1.04,Ideal,F,SI2,61.8,56.0,4547,6.49,6.53,4.02 +31826,0.34,Premium,H,VVS1,61.2,60.0,775,4.46,4.5,2.74 +40949,0.3,Good,F,SI1,63.5,59.0,500,4.19,4.22,2.67 +16622,1.13,Ideal,G,VS2,62.7,57.0,6644,6.68,6.65,4.18 +50544,0.66,Good,G,VS1,59.6,60.2,2275,5.66,5.71,3.38 +32687,0.31,Very Good,G,VS1,63.2,57.0,802,4.33,4.28,2.72 +48410,0.72,Very Good,H,SI2,62.9,57.0,1970,5.64,5.68,3.56 +42347,0.52,Ideal,E,SI2,61.9,56.0,1299,5.17,5.19,3.2 +35386,0.41,Ideal,G,VS1,61.4,55.0,899,4.78,4.8,2.94 +47757,0.5,Ideal,E,VS2,60.4,56.0,1892,5.15,5.21,3.13 +12582,1.07,Ideal,E,SI2,62.4,60.0,5280,6.49,6.52,4.06 +47865,0.52,Ideal,G,VVS2,61.7,55.0,1911,5.19,5.22,3.21 +43131,0.52,Premium,E,SI1,60.9,58.0,1387,5.21,5.17,3.16 +3492,0.81,Ideal,G,VS2,60.8,60.0,3398,5.98,6.0,3.64 +47345,0.5,Premium,D,VS2,61.1,58.0,1845,5.12,5.09,3.12 +49180,0.78,Premium,H,SI2,59.7,59.0,2074,6.03,5.97,3.58 +34804,0.31,Ideal,D,VS1,61.8,55.0,877,4.36,4.34,2.69 +16207,1.02,Ideal,F,VS2,62.7,54.0,6479,6.42,6.5,4.05 +14455,1.0,Fair,F,VS1,65.3,56.0,5833,6.28,6.25,4.09 +41830,0.46,Ideal,H,VS2,61.5,55.0,1252,4.98,5.01,3.07 +6890,1.23,Premium,I,SI1,60.3,60.0,4133,6.95,6.88,4.17 +46701,0.55,Premium,G,VS1,59.4,62.0,1792,5.36,5.32,3.17 +42881,0.53,Ideal,F,SI1,62.6,55.0,1359,5.17,5.22,3.25 +7027,0.9,Premium,F,SI1,59.9,59.0,4158,6.29,6.26,3.76 +34783,0.4,Ideal,H,VVS2,62.3,57.0,877,4.71,4.73,2.94 +32434,0.43,Ideal,F,SI1,61.8,56.0,792,4.84,4.87,3.0 +32266,0.3,Ideal,G,VVS1,62.3,55.0,789,4.29,4.31,2.68 +32671,0.31,Premium,G,VS1,61.2,59.0,802,4.37,4.35,2.67 +34150,0.33,Ideal,H,VVS2,61.9,57.0,854,4.44,4.41,2.74 +30490,0.31,Premium,D,SI1,62.2,52.0,732,4.37,4.34,2.71 +35196,0.31,Ideal,G,IF,61.2,56.0,891,4.36,4.4,2.68 +32047,0.37,Very Good,E,VVS2,61.2,55.0,779,4.63,4.68,2.85 +32773,0.34,Ideal,D,SI1,62.8,55.0,803,4.5,4.45,2.81 +25895,1.82,Very Good,G,SI1,62.7,58.0,15025,7.68,7.75,4.84 +28595,0.3,Premium,G,VS2,60.6,61.0,675,4.32,4.29,2.61 +41114,0.51,Good,H,VS2,64.1,54.0,1195,5.02,5.0,3.21 +49143,0.53,Ideal,D,VS2,60.8,56.0,2067,5.24,5.27,3.2 +7053,0.33,Premium,G,VS2,61.4,60.0,579,4.41,4.45,2.72 +24714,0.31,Very Good,G,VS1,61.6,56.0,640,4.35,4.38,2.69 +30264,0.36,Ideal,G,VS1,61.5,58.0,725,4.59,4.61,2.83 +43319,0.51,Premium,E,SI1,61.2,61.0,1402,5.16,5.13,3.15 +19113,1.05,Premium,F,VS1,61.0,58.0,7879,6.6,6.55,4.01 +22042,0.31,Ideal,I,VS1,62.8,55.0,628,4.35,4.31,2.72 +26055,1.75,Very Good,E,SI1,60.3,61.0,15255,7.74,7.82,4.69 +5279,0.79,Very Good,D,VS1,58.8,60.0,3798,6.03,6.08,3.56 +45239,0.61,Very Good,G,SI1,62.0,58.0,1659,5.43,5.48,3.38 +197,0.7,Premium,E,SI1,61.0,57.0,2777,5.73,5.68,3.48 +27787,0.37,Premium,E,SI1,61.8,58.0,649,4.59,4.64,2.85 +8676,1.11,Good,H,SI2,63.5,60.3,4456,6.49,6.58,4.15 +40139,0.7,Very Good,G,I1,63.1,56.0,1115,5.6,5.51,3.51 +16477,1.34,Premium,G,SI2,61.7,58.0,6583,7.1,7.04,4.36 +39489,0.41,Very Good,E,VS1,62.2,57.0,1079,4.74,4.78,2.96 +47798,0.57,Ideal,G,VS1,60.8,56.8,1899,5.36,5.39,3.26 +38040,0.37,Premium,G,VVS2,62.2,58.0,1010,4.6,4.56,2.85 +20705,0.31,Ideal,H,VVS2,62.3,55.0,625,4.36,4.37,2.72 +27183,2.2,Ideal,H,VS2,61.7,55.0,17460,8.41,8.38,5.18 +8800,1.03,Very Good,G,SI2,59.2,63.0,4473,6.55,6.6,3.89 +45219,0.51,Ideal,E,VS2,62.2,57.0,1656,5.08,5.11,3.17 +20266,1.71,Very Good,J,SI1,62.9,58.0,8690,7.58,7.64,4.79 +39272,0.31,Ideal,F,SI1,61.7,55.0,490,4.35,4.37,2.69 +23796,1.81,Premium,G,SI1,62.3,58.0,11854,7.75,7.68,4.81 +53344,0.7,Ideal,E,SI1,62.6,57.0,2656,5.64,5.67,3.54 +47291,0.3,Good,F,SI2,63.5,57.0,394,4.22,4.25,2.69 +20653,1.26,Ideal,H,VVS2,61.8,56.0,8941,6.9,6.93,4.28 +4285,1.0,Ideal,E,I1,61.8,56.0,3584,6.43,6.38,3.96 +16753,1.01,Premium,E,VS1,61.2,61.0,6670,6.41,6.33,3.9 +42692,0.5,Ideal,E,SI1,61.9,60.0,1337,5.06,5.09,3.14 +32112,0.3,Very Good,F,VVS1,61.8,55.0,783,4.32,4.35,2.68 +36297,0.32,Very Good,D,SI2,62.8,57.0,477,4.35,4.38,2.74 +38437,0.49,Premium,G,SI1,60.6,60.0,1026,5.1,5.06,3.08 +30704,0.42,Very Good,G,SI1,62.2,58.0,737,4.73,4.75,2.95 +31211,0.32,Ideal,D,SI1,61.3,55.0,756,4.42,4.39,2.7 +36450,0.31,Ideal,D,VS2,62.2,56.0,942,4.36,4.32,2.7 +9814,0.91,Premium,H,VS1,61.8,54.0,4670,6.32,6.27,3.89 +47943,0.51,Ideal,G,VVS2,62.4,56.0,1916,5.1,5.13,3.19 +11516,1.09,Ideal,G,SI1,62.2,56.0,5022,6.6,6.55,4.09 +51884,0.8,Premium,G,SI2,61.8,58.0,2429,5.92,5.98,3.68 +26056,2.0,Ideal,I,SI1,62.8,56.0,15258,8.04,7.95,5.02 +51220,0.5,Ideal,H,IF,61.8,56.0,2352,5.1,5.13,3.16 +4864,1.02,Premium,I,VS2,61.1,59.0,3713,6.4,6.37,3.9 +1840,0.72,Ideal,D,SI1,61.5,56.5,3062,5.76,5.79,3.55 +20592,1.52,Premium,D,SI2,60.2,60.0,8897,7.46,7.4,4.47 +40095,0.33,Ideal,G,VVS1,61.7,56.0,1114,4.47,4.45,2.75 +21381,0.34,Very Good,D,SI1,62.8,58.0,626,4.44,4.48,2.8 +35594,0.31,Premium,H,VVS1,60.5,58.0,907,4.43,4.4,2.67 +17298,1.3,Premium,I,VS1,62.2,59.0,6931,6.97,6.91,4.32 +38527,0.34,Ideal,E,VS1,62.4,55.0,1033,4.47,4.44,2.78 +23370,0.23,Good,F,VVS2,64.5,55.0,425,3.83,3.86,2.48 +11673,1.08,Ideal,G,SI2,61.3,57.0,5057,6.55,6.64,4.04 +20474,1.48,Very Good,H,SI1,62.5,59.0,8815,7.16,7.23,4.5 +10992,1.21,Premium,H,SI2,62.9,58.0,4913,6.74,6.69,4.23 +19665,1.41,Ideal,J,VS1,61.6,56.0,8275,7.19,7.22,4.44 +17432,1.5,Very Good,J,SI1,62.7,58.0,6987,7.22,7.26,4.54 +41519,0.55,Very Good,I,VS2,58.5,62.2,1235,5.39,5.4,3.16 +34863,0.3,Premium,G,VVS2,62.0,60.0,878,4.33,4.25,2.66 +48312,0.25,Ideal,F,VS2,62.9,55.0,535,4.01,4.05,2.53 +6417,0.71,Ideal,E,VVS2,62.0,53.9,4042,5.73,5.77,3.57 +41962,0.23,Very Good,E,VVS2,61.4,62.0,505,3.9,3.95,2.41 +18408,1.04,Very Good,G,VVS2,62.8,54.0,7481,6.39,6.5,4.05 +26401,2.01,Premium,H,SI2,63.0,59.0,15917,7.93,7.9,4.99 +51983,0.38,Good,H,SI2,63.4,57.0,547,4.58,4.63,2.92 +47529,0.71,Very Good,J,VS2,60.1,61.0,1869,5.77,5.82,3.48 +12401,1.12,Premium,D,SI2,60.5,59.0,5233,6.72,6.76,4.08 +24835,2.02,Premium,H,SI1,61.4,61.0,13229,8.09,8.03,4.95 +41228,0.43,Very Good,G,VVS1,61.3,57.0,1207,4.85,4.87,2.98 +3786,0.75,Ideal,E,VS1,62.0,55.0,3462,5.83,5.88,3.66 +2769,0.77,Ideal,D,SI1,60.8,57.0,3251,5.94,5.9,3.6 +39240,0.5,Very Good,F,SI2,61.4,61.0,1068,5.09,5.14,3.14 +51062,0.7,Very Good,I,VS1,62.2,57.0,2332,5.69,5.72,3.55 +53190,0.73,Ideal,D,SI1,60.2,56.0,2632,5.86,5.94,3.55 +14166,1.01,Very Good,G,VS2,62.7,61.0,5747,6.32,6.35,3.97 +5176,1.04,Premium,I,SI2,62.0,57.0,3774,6.53,6.47,4.03 +52873,0.55,Ideal,F,VVS2,62.3,54.0,2581,5.29,5.27,3.29 +3827,0.7,Ideal,D,SI1,61.6,57.0,3471,5.69,5.74,3.52 +35754,0.46,Fair,G,SI1,63.4,68.0,911,4.88,4.8,3.07 +53855,0.51,Ideal,D,VVS2,61.7,56.0,2742,5.16,5.14,3.18 +6698,0.31,Good,I,SI1,63.8,55.0,408,4.31,4.34,2.76 +52027,0.74,Premium,E,SI2,59.0,55.0,2447,6.03,5.94,3.53 +35921,0.43,Ideal,H,SI1,62.3,56.0,919,4.86,4.83,3.02 +31415,0.3,Ideal,G,VVS1,61.4,57.0,764,4.32,4.35,2.66 +26365,0.32,Very Good,G,VS1,63.0,55.0,645,4.35,4.38,2.75 +5489,0.9,Premium,G,VS2,59.0,58.0,3841,6.29,6.25,3.7 +30120,0.32,Ideal,G,VS2,62.0,57.0,720,4.41,4.39,2.73 +17194,1.24,Ideal,H,SI1,62.3,54.0,6867,6.88,6.9,4.29 +8568,0.9,Premium,F,SI1,61.4,55.0,4435,6.18,6.16,3.79 +5457,1.01,Very Good,I,SI1,62.0,58.0,3832,6.43,6.47,4.0 +18650,1.12,Ideal,H,VS1,60.9,57.0,7616,6.71,6.73,4.09 +24839,1.51,Ideal,G,VS2,62.0,56.0,13234,7.32,7.35,4.55 +46150,0.5,Premium,G,VS1,60.9,58.0,1746,5.23,5.09,3.14 +11330,1.5,Good,E,I1,62.4,64.0,4989,7.22,7.26,4.52 +40167,0.58,Very Good,G,SI2,63.3,58.0,1117,5.26,5.29,3.34 +53136,0.71,Ideal,E,SI2,61.2,57.0,2619,5.75,5.78,3.53 +48853,0.7,Good,E,SI2,63.6,65.0,2032,5.67,5.55,3.57 +28295,0.3,Ideal,G,SI1,61.6,57.0,432,4.29,4.34,2.66 +33651,0.38,Ideal,H,SI1,61.2,56.0,834,4.68,4.63,2.85 +31206,0.32,Ideal,D,SI1,61.4,57.0,756,4.42,4.41,2.71 +5249,1.01,Premium,J,VS1,63.0,55.0,3790,6.39,6.34,4.01 +39551,0.32,Ideal,G,VVS1,60.2,56.0,1080,4.49,4.45,2.69 +4163,0.92,Premium,D,SI2,62.5,59.0,3550,6.24,6.2,3.89 +48906,0.51,Very Good,F,VVS2,60.8,56.0,2041,5.17,5.2,3.15 +12876,1.03,Premium,H,VS2,62.6,56.0,5364,6.43,6.38,4.01 +39439,0.41,Premium,D,VS2,62.4,60.0,1076,4.75,4.71,2.95 +46512,0.62,Ideal,E,SI1,62.4,53.0,1779,5.47,5.5,3.42 +8125,0.9,Good,E,VS1,64.8,54.0,4353,6.12,6.07,3.95 +11765,0.9,Ideal,D,SI1,61.6,55.0,5081,6.23,6.27,3.85 +44795,0.5,Very Good,E,VS2,62.8,57.0,1624,5.04,5.12,3.19 +34366,0.41,Ideal,E,VS1,62.3,53.0,863,4.74,4.76,2.96 +47764,0.52,Ideal,E,VS1,62.0,53.0,1893,5.16,5.2,3.21 +40782,0.43,Good,F,VS1,61.4,61.1,1167,4.85,4.87,2.98 +50959,1.01,Very Good,I,SI1,60.9,63.0,2323,6.51,6.43,3.94 +22903,1.61,Premium,H,SI1,62.5,58.0,10942,7.51,7.46,4.68 +41485,0.39,Very Good,D,VVS2,62.9,58.0,1232,4.62,4.66,2.92 +13683,1.01,Good,G,VS2,63.6,60.0,5599,6.3,6.35,4.02 +11001,1.17,Good,I,SI1,63.6,61.0,4914,6.66,6.64,4.23 +15730,1.51,Fair,H,SI2,65.4,60.0,6291,7.06,6.96,4.6 +13605,1.2,Very Good,H,SI1,62.8,58.0,5567,6.73,6.8,4.25 +19935,1.22,Ideal,G,VS2,59.9,56.0,8485,7.01,6.97,4.19 +46107,0.59,Ideal,I,VVS1,61.0,55.0,1742,5.43,5.48,3.33 +33622,0.33,Ideal,G,SI2,61.4,54.0,463,4.44,4.48,2.74 +41831,0.4,Ideal,E,VS1,61.3,56.0,1252,4.76,4.8,2.93 +28865,0.4,Ideal,E,SI1,63.2,56.0,684,4.66,4.71,2.96 +8264,0.9,Very Good,H,VS2,63.0,57.0,4381,6.09,6.13,3.85 +7435,0.8,Premium,E,VVS2,62.9,59.0,4229,5.95,5.88,3.72 +11338,1.01,Premium,F,SI1,59.5,62.0,4989,6.53,6.45,3.86 +29900,0.3,Very Good,D,VS2,62.2,58.0,710,4.25,4.3,2.66 +471,0.7,Premium,F,VS2,61.8,60.0,2818,5.69,5.64,3.5 +18082,1.01,Good,G,VVS2,58.2,55.0,7306,6.65,6.68,3.88 +32913,0.33,Ideal,F,VVS2,61.9,56.0,810,4.42,4.46,2.75 +47157,0.45,Ideal,F,VVS1,61.8,55.0,1833,4.92,4.95,3.05 +51836,0.72,Ideal,F,SI2,62.0,55.0,2422,5.76,5.79,3.58 +32649,0.31,Ideal,H,VVS2,62.6,56.0,802,4.37,4.32,2.72 +8095,0.7,Ideal,F,VVS1,62.4,55.0,4341,5.65,5.69,3.54 +41065,0.4,Very Good,E,VVS1,62.9,56.0,1191,4.67,4.71,2.95 +5947,0.72,Ideal,E,VS1,61.1,57.0,3947,5.78,5.81,3.54 +22647,1.51,Ideal,F,SI1,62.5,57.0,10693,7.27,7.32,4.56 +10731,0.32,Very Good,E,VS2,61.6,58.0,594,4.4,4.47,2.73 +19773,1.51,Ideal,I,SI1,61.1,59.0,8342,7.4,7.37,4.51 +21641,1.51,Very Good,E,SI2,61.8,57.0,9731,7.34,7.32,4.53 +9409,0.92,Ideal,H,SI1,61.6,56.0,4587,6.21,6.25,3.84 +49852,0.87,Premium,F,I1,59.1,58.0,2170,6.25,6.21,3.68 +16659,1.25,Ideal,H,SI1,62.2,57.0,6661,6.86,6.9,4.28 +7198,0.85,Ideal,E,VS1,63.0,57.0,4189,6.08,5.99,3.8 +8875,1.04,Ideal,I,SI1,61.8,59.0,4484,6.46,6.48,4.0 +17396,0.32,Ideal,D,SI2,62.4,54.0,612,4.4,4.38,2.74 +25625,2.02,Very Good,H,SI2,60.8,60.0,14498,8.07,8.15,4.93 +48699,0.5,Good,E,VVS1,58.3,62.0,2008,5.16,5.23,3.03 +24992,2.02,Fair,H,SI1,66.3,57.0,13502,7.71,7.79,5.14 +2475,1.0,Good,H,SI2,62.0,64.0,3192,6.43,6.29,3.94 +42457,0.5,Premium,E,SI1,60.2,58.0,1316,5.15,5.18,3.11 +9157,0.9,Good,G,VS1,63.7,56.0,4540,6.07,6.15,3.89 +23425,1.86,Very Good,H,SI2,62.3,57.0,11416,7.82,7.85,4.88 +27893,0.32,Ideal,I,IF,61.6,56.0,655,4.4,4.43,2.72 +3999,0.7,Ideal,H,VVS1,61.5,57.0,3517,5.69,5.73,3.51 +14939,1.36,Premium,I,VS2,59.3,58.0,6017,7.21,7.18,4.27 +3281,0.8,Ideal,E,SI1,61.5,58.0,3362,5.96,6.0,3.68 +43870,0.55,Very Good,F,SI1,63.3,58.0,1449,5.21,5.18,3.29 +6979,1.08,Very Good,J,SI2,62.5,60.0,4152,6.51,6.57,4.09 +957,0.8,Ideal,F,SI1,62.4,57.0,2890,5.9,5.87,3.67 +23239,1.28,Ideal,G,VVS1,62.1,56.0,11248,6.96,6.93,4.31 +12461,1.01,Premium,F,SI1,59.8,60.0,5249,6.53,6.57,3.92 +45630,0.4,Ideal,D,VVS2,61.2,56.0,1693,4.76,4.78,2.92 +31678,0.26,Premium,E,VVS1,61.7,59.0,769,4.14,4.1,2.54 +4716,0.28,Very Good,E,VVS2,60.1,62.0,572,4.25,4.27,2.56 +53279,0.8,Good,G,SI1,63.9,57.0,2650,5.84,5.81,3.72 +15524,1.01,Very Good,E,VS2,62.9,58.0,6221,6.37,6.47,4.04 +37490,0.35,Ideal,E,VS2,62.1,56.0,984,4.53,4.52,2.81 +6742,0.33,Premium,E,SI1,60.4,59.0,579,4.43,4.47,2.69 +34034,0.4,Very Good,D,VS2,63.5,57.0,850,4.62,4.67,2.95 +26674,0.25,Ideal,H,VS1,61.9,54.0,426,4.07,4.1,2.53 +37315,0.38,Ideal,E,VS1,62.6,53.5,979,4.61,4.66,2.9 +13335,1.12,Very Good,G,SI2,61.2,58.0,5504,6.65,6.69,4.08 +35027,0.4,Premium,E,SI1,62.2,62.0,882,4.69,4.66,2.91 +34591,0.34,Ideal,J,VS1,61.9,53.9,469,4.5,4.53,2.79 +42638,0.5,Ideal,D,SI2,62.4,56.0,1332,5.1,5.06,3.17 +40817,0.38,Ideal,D,VS1,62.4,56.0,1170,4.68,4.64,2.91 +14232,1.04,Good,E,SI1,63.8,58.0,5766,6.46,6.39,4.1 +35924,0.43,Premium,E,SI2,60.8,58.0,919,4.88,4.86,2.96 +9140,1.13,Very Good,H,SI2,62.5,62.0,4537,6.59,6.66,4.14 +8730,0.27,Good,E,VVS1,63.9,57.0,586,4.07,4.1,2.61 +32229,0.31,Ideal,G,VVS1,62.0,55.0,789,4.34,4.37,2.7 +2461,1.01,Fair,J,VS2,65.8,55.0,3190,6.29,6.24,4.12 +11985,1.2,Very Good,J,SI1,61.2,55.0,5142,6.84,6.88,4.2 +42064,0.62,Ideal,I,SI1,61.9,54.0,1271,5.48,5.5,3.4 +41498,0.42,Ideal,F,VVS1,62.0,55.0,1233,4.8,4.84,2.99 +7004,1.06,Premium,D,SI2,60.9,60.0,4155,6.55,6.52,3.98 +37815,0.52,Premium,G,SI2,62.5,59.0,1001,5.1,5.07,3.18 +31301,0.32,Ideal,D,VS2,62.1,56.0,758,4.39,4.43,2.74 +36552,0.4,Ideal,E,SI1,60.5,57.0,945,4.81,4.77,2.9 +21227,1.2,Ideal,G,VVS2,62.2,56.0,9373,6.76,6.81,4.22 +52375,0.54,Premium,D,VVS2,62.0,59.0,2505,5.17,5.22,3.22 +38774,0.31,Premium,E,VVS2,61.9,58.0,1046,4.38,4.35,2.7 +49587,0.58,Ideal,G,VVS2,61.6,56.0,2135,5.37,5.4,3.31 +1897,0.71,Fair,D,VS2,64.7,58.0,3077,5.61,5.58,3.62 +44505,0.52,Ideal,D,SI1,62.4,56.0,1600,5.12,5.17,3.21 +15913,1.26,Ideal,G,SI2,61.8,57.0,6362,6.93,6.95,4.29 +29978,0.35,Ideal,I,IF,61.5,55.0,715,4.53,4.57,2.8 +30666,0.3,Premium,F,VVS2,61.0,59.0,737,4.3,4.33,2.63 +8265,0.9,Good,D,SI1,63.5,57.0,4381,6.11,6.15,3.89 +25431,1.5,Premium,E,VS2,62.3,60.0,14179,7.27,7.2,4.51 +47249,0.54,Ideal,D,VS2,61.2,56.0,1842,5.23,5.29,3.22 +18668,1.02,Ideal,F,VS2,62.6,57.0,7632,6.4,6.47,4.03 +37046,0.46,Good,E,SI1,62.7,58.0,967,4.87,4.92,3.07 +28711,0.23,Very Good,E,VVS2,63.3,56.0,680,3.92,3.88,2.47 +8890,1.06,Good,F,SI1,57.0,64.0,4488,6.8,6.71,3.85 +13930,2.0,Fair,I,I1,66.0,60.0,5667,7.78,7.74,5.1 +51194,0.7,Premium,E,SI1,60.1,58.0,2349,5.81,5.83,3.5 +12302,1.0,Good,H,VS1,61.8,61.0,5219,6.4,6.31,3.93 +7565,1.04,Very Good,D,SI2,58.2,59.0,4252,6.62,6.67,3.87 +49758,0.7,Good,E,SI2,63.1,56.0,2159,5.63,5.66,3.56 +44047,0.45,Premium,D,VVS2,59.8,59.0,1548,5.01,4.85,2.96 +27561,2.2,Premium,I,VS2,62.0,57.0,18364,8.38,8.34,5.18 +18162,1.2,Premium,E,SI1,60.3,57.0,7362,6.98,6.84,4.17 +47514,0.67,Very Good,H,VS2,62.9,55.0,1867,5.56,5.6,3.51 +17035,0.9,Good,E,IF,63.6,56.0,6804,6.11,6.02,3.86 +111,0.8,Ideal,F,SI2,61.4,57.0,2761,5.96,6.0,3.67 +43321,0.51,Very Good,E,SI1,63.3,59.0,1402,5.09,5.05,3.21 +20221,1.74,Premium,H,SI1,61.6,59.0,8653,7.7,7.62,4.72 +38029,0.4,Very Good,D,VVS2,62.2,62.0,1010,4.68,4.71,2.92 +53795,0.92,Premium,I,SI1,60.4,59.0,2730,6.31,6.24,3.79 +36031,0.41,Premium,G,SI1,62.5,57.0,923,4.72,4.69,2.94 +17058,0.34,Ideal,E,SI2,62.0,56.0,612,4.48,4.45,2.77 +7277,1.0,Good,H,SI1,63.7,55.0,4200,6.33,6.29,4.02 +7385,0.33,Very Good,E,SI1,63.0,54.0,579,4.38,4.42,2.77 +5138,1.12,Ideal,H,SI2,61.4,56.0,3763,6.69,6.66,4.1 +6589,0.97,Ideal,E,SI2,62.3,56.0,4078,6.28,6.33,3.93 +41848,0.51,Good,D,SI1,64.0,58.0,1255,5.03,5.06,3.23 +26876,2.23,Premium,G,SI2,61.4,58.0,16805,8.41,8.32,5.14 +772,0.71,Fair,D,VS2,56.9,65.0,2858,5.89,5.84,3.34 +31276,0.32,Very Good,I,VS2,63.0,57.0,449,4.33,4.37,2.74 +25380,0.31,Ideal,E,VS2,62.4,53.0,642,4.33,4.36,2.71 +14322,1.51,Fair,J,SI2,65.1,59.0,5801,7.13,7.09,4.63 +28734,0.31,Ideal,E,VS2,61.7,55.0,680,4.36,4.39,2.7 +17291,1.0,Very Good,F,VS2,61.9,58.0,6927,6.41,6.49,3.99 +3540,0.73,Ideal,G,VS1,60.7,57.0,3411,5.85,5.81,3.54 +44105,0.55,Ideal,G,VS2,62.4,56.0,1556,5.25,5.23,3.27 +28626,0.33,Ideal,H,SI2,61.4,55.0,433,4.47,4.49,2.75 +12788,1.0,Good,D,SI1,58.5,64.0,5331,6.53,6.49,3.81 +24696,0.3,Ideal,G,VVS2,62.2,54.0,638,4.29,4.33,2.68 +34802,0.31,Ideal,D,VS1,60.5,55.0,877,4.43,4.39,2.67 +52983,0.72,Very Good,H,VS1,60.1,57.0,2594,5.79,5.85,3.5 +32610,0.31,Ideal,H,VVS2,62.3,55.0,802,4.37,4.36,2.72 +46394,0.5,Premium,F,VS1,60.6,59.0,1764,5.19,5.14,3.13 +53513,0.71,Ideal,F,VS2,62.8,56.0,2686,5.66,5.61,3.54 +6397,1.02,Premium,H,SI1,59.1,60.0,4037,6.59,6.54,3.88 +35148,0.35,Ideal,D,VS1,60.8,57.0,890,4.57,4.61,2.79 +46486,0.9,Premium,G,I1,61.3,59.0,1777,6.2,6.15,3.78 +29107,0.34,Ideal,H,VS2,61.5,54.0,689,4.54,4.5,2.78 +23753,1.6,Premium,H,VS2,62.1,60.0,11796,7.51,7.44,4.64 +14458,1.37,Very Good,I,SI2,62.2,59.0,5834,7.07,7.17,4.43 +27076,1.51,Very Good,F,VVS2,61.3,61.0,17203,7.33,7.36,4.5 +19979,1.51,Premium,J,VS1,61.8,61.0,8524,7.26,7.21,4.47 +36928,0.41,Premium,G,VS1,61.5,58.0,961,4.8,4.76,2.94 +9886,1.1,Very Good,H,SI1,63.5,55.0,4682,6.55,6.49,4.14 +35790,0.32,Good,H,VVS1,64.3,58.0,912,4.33,4.28,2.77 +4760,0.81,Very Good,F,VS1,62.7,56.0,3689,5.92,5.98,3.73 +18184,1.11,Premium,F,VS2,61.9,58.0,7371,6.7,6.64,4.13 +43408,0.53,Ideal,D,SI2,62.9,54.0,1412,5.17,5.13,3.24 +49895,0.6,Very Good,E,VS1,63.2,56.0,2177,5.39,5.3,3.38 +34349,0.35,Ideal,D,VS1,60.1,57.0,862,4.58,4.61,2.76 +46703,0.55,Ideal,E,VS2,61.4,56.0,1792,5.32,5.26,3.25 +25666,1.98,Ideal,I,SI1,61.5,55.0,14581,8.04,8.13,4.97 +51839,0.78,Ideal,I,VS2,60.9,57.0,2422,5.97,5.92,3.62 +31172,0.41,Premium,E,SI1,60.2,60.0,755,4.78,4.82,2.89 +32892,0.36,Ideal,E,SI1,61.4,57.0,810,4.59,4.56,2.81 +44787,0.62,Very Good,E,SI2,58.8,63.0,1624,5.58,5.61,3.29 +42785,0.54,Premium,F,SI1,63.0,57.0,1349,5.23,5.18,3.28 +5472,1.01,Premium,F,SI2,59.2,58.0,3837,6.5,6.47,0.0 +6848,1.14,Ideal,F,I1,61.3,56.0,4124,6.76,6.74,4.13 +45721,0.55,Premium,F,VS2,62.2,58.0,1698,5.26,5.22,3.26 +44419,0.53,Ideal,D,SI1,61.2,57.0,1587,5.19,5.24,3.19 +10502,1.0,Fair,F,SI1,65.4,59.0,4798,6.27,6.2,4.08 +32331,0.3,Ideal,E,VVS2,61.8,56.0,789,4.33,4.35,2.68 +24588,1.58,Ideal,H,VVS2,62.0,56.0,12897,7.44,7.49,4.63 +37194,0.51,Ideal,G,SI2,60.6,57.0,973,5.17,5.2,3.14 +48993,0.7,Good,H,SI1,64.2,60.0,2048,5.52,5.6,3.57 +28788,0.37,Premium,D,SI1,60.4,59.0,681,4.62,4.68,2.81 +21412,1.13,Premium,G,IF,61.2,59.0,9525,6.71,6.78,4.13 +202,0.7,Premium,E,SI1,61.3,58.0,2777,5.71,5.68,3.49 +52648,0.24,Very Good,E,VVS2,60.9,58.0,552,4.03,4.05,2.46 +8366,0.9,Very Good,G,VS2,63.8,58.0,4400,6.08,6.12,3.89 +18342,1.7,Ideal,J,SI2,62.0,53.0,7464,7.68,7.65,4.75 +30578,0.31,Ideal,D,VS2,62.1,54.0,734,4.33,4.37,2.7 +15169,1.01,Ideal,D,SI1,63.0,57.0,6097,6.43,6.34,4.02 +6128,0.93,Premium,E,SI2,62.9,57.0,3984,6.25,6.19,3.91 +50454,0.71,Ideal,G,SI2,61.5,55.0,2264,5.74,5.78,3.54 +27209,2.02,Good,I,VS1,57.9,63.0,17533,8.13,8.21,4.73 +27088,2.15,Ideal,H,SI2,61.8,57.0,17219,8.3,8.24,5.11 +31583,0.35,Ideal,E,VS2,61.7,56.0,767,4.52,4.56,2.8 +22235,1.07,Ideal,E,VVS2,61.7,57.0,10288,6.61,6.55,4.06 +46898,0.56,Ideal,D,SI1,61.2,56.0,1814,5.34,5.31,3.26 +38758,0.51,Very Good,I,SI1,63.5,60.0,1046,5.03,5.05,3.2 +16006,1.22,Premium,E,SI1,59.7,61.0,6403,7.03,6.9,4.16 +38320,0.57,Ideal,G,I1,59.5,57.0,1019,5.46,5.42,3.24 +45355,0.56,Ideal,F,VS2,62.0,56.0,1664,5.27,5.31,3.28 +38025,0.5,Very Good,E,SI2,58.0,63.0,1009,5.22,5.19,3.02 +32672,0.31,Ideal,G,VS1,62.4,55.0,802,4.35,4.33,2.71 +38817,0.31,Premium,G,VVS1,63.0,58.0,1046,4.32,4.29,2.71 +39837,0.38,Very Good,E,VVS1,62.4,57.0,1098,4.62,4.71,2.91 +15711,0.24,Very Good,F,VVS1,60.4,56.0,608,4.05,4.07,2.45 +41662,0.54,Ideal,J,VVS1,62.2,54.0,1239,5.23,5.25,3.26 +13869,1.23,Premium,H,SI2,62.1,61.0,5648,6.86,6.79,4.24 +26265,2.01,Fair,I,VS2,66.3,57.0,15729,7.79,7.74,5.15 +52711,0.74,Premium,G,SI1,60.5,58.0,2553,5.93,5.88,3.57 +44986,0.31,Premium,G,SI2,60.3,59.0,523,4.37,4.35,2.63 +8336,0.9,Good,G,VS1,61.0,62.0,4395,6.16,6.24,3.78 +38347,0.32,Ideal,G,IF,60.9,56.0,1020,4.43,4.41,2.69 +3561,1.01,Premium,H,SI1,59.2,58.0,3417,6.58,6.56,3.89 +676,0.54,Ideal,D,VVS2,61.5,55.0,2848,5.25,5.29,3.24 +12293,1.21,Premium,H,SI2,61.9,55.0,5218,6.84,6.79,4.22 +53097,0.71,Premium,G,SI1,62.5,58.0,2613,5.66,5.61,3.52 +39875,0.33,Very Good,E,VVS1,61.5,57.0,1103,4.44,4.48,2.75 +13011,1.49,Good,I,SI2,64.3,59.0,5407,7.2,7.1,4.6 +28089,0.3,Fair,F,VS2,64.5,55.0,662,4.31,4.19,2.74 +46032,0.57,Premium,G,VS2,59.7,59.0,1728,5.41,5.37,3.22 +5554,1.01,Very Good,E,SI2,59.4,59.0,3857,6.49,6.51,3.86 +39177,0.35,Ideal,D,VS2,61.6,56.0,1063,4.56,4.53,2.8 +47386,0.54,Premium,E,VS2,59.2,58.0,1847,5.35,5.32,3.16 +30501,0.31,Ideal,D,SI1,61.5,56.0,732,4.35,4.33,2.67 +6523,1.1,Very Good,G,SI2,63.4,56.0,4066,6.56,6.54,4.15 +52513,0.73,Premium,F,SI1,61.7,58.0,2527,5.74,5.7,3.53 +3237,0.9,Good,I,VS2,58.5,66.0,3353,6.23,6.25,3.65 +47145,0.53,Ideal,F,VS1,62.4,57.0,1832,5.18,5.21,3.24 +26473,1.56,Ideal,G,VS1,61.3,56.0,16052,7.48,7.44,4.57 +49401,0.5,Very Good,E,VVS2,62.0,55.0,2105,5.08,5.11,3.16 +14873,1.01,Good,F,VS2,63.2,58.0,5988,6.33,6.36,4.01 +7455,0.78,Very Good,D,VS1,60.5,55.0,4234,6.0,6.03,3.64 +26498,1.52,Premium,G,VVS1,60.4,59.0,16104,7.48,7.38,4.49 +51168,0.8,Premium,H,SI2,62.2,58.0,2346,5.99,5.93,3.71 +30945,0.27,Ideal,H,VS1,62.2,56.0,449,4.12,4.15,2.57 +49967,0.33,Very Good,E,SI1,59.1,59.0,540,4.54,4.59,2.7 +1871,0.8,Very Good,G,SI1,62.1,56.0,3071,6.01,5.85,3.68 +35465,0.31,Ideal,F,IF,61.6,56.0,901,4.35,4.38,2.69 +25629,2.01,Premium,F,SI1,59.5,58.0,14502,8.21,8.18,4.88 +41196,0.52,Good,D,SI2,63.7,55.0,1203,5.1,5.11,3.25 +16662,1.03,Very Good,F,VS1,61.7,56.0,6662,6.47,6.49,4.0 +44560,0.52,Ideal,D,SI1,61.8,56.0,1605,5.18,5.15,3.19 +43846,0.4,Ideal,F,VVS1,61.7,57.0,1446,4.74,4.7,2.91 +39081,0.38,Ideal,D,VVS2,60.3,57.0,1060,4.77,4.71,2.86 +52857,0.72,Very Good,G,VS2,62.0,56.0,2578,5.75,5.77,3.57 +44148,0.54,Very Good,G,VS1,64.0,59.5,1563,5.12,5.17,3.3 +22421,1.14,Premium,E,VVS2,59.7,58.0,10446,6.91,6.83,4.1 +52919,0.71,Very Good,E,SI1,59.3,59.0,2590,5.83,5.87,3.47 +11710,0.34,Premium,G,VS2,62.0,59.0,596,4.43,4.47,2.76 +31035,0.31,Good,F,VS2,63.6,54.0,749,4.33,4.28,2.74 +10269,1.01,Ideal,E,SI2,59.2,56.0,4751,6.63,6.59,3.91 +46624,0.3,Premium,H,VS1,62.5,58.0,526,4.27,4.34,2.69 +34300,0.36,Very Good,G,VVS2,59.5,56.0,858,4.68,4.73,2.8 +13599,1.19,Very Good,D,SI2,63.5,57.0,5562,6.67,6.75,4.26 +2984,0.7,Premium,F,VVS1,62.4,56.0,3300,5.69,5.63,3.53 +8986,1.04,Very Good,F,SI2,63.1,60.0,4508,6.42,6.35,4.03 +13628,1.04,Ideal,H,VS1,62.7,55.0,5577,6.43,6.49,4.05 +24688,1.5,Ideal,G,VS2,62.2,58.0,13049,7.31,7.29,4.54 +18765,1.08,Ideal,E,SI1,61.5,55.0,7672,6.59,6.62,4.06 +36324,0.32,Ideal,G,VVS2,62.0,55.0,936,4.44,4.4,2.74 +23692,1.5,Very Good,D,SI1,61.0,61.0,11756,7.28,7.32,4.45 +27077,1.5,Premium,F,VVS2,58.8,58.0,17203,7.51,7.43,4.39 +53194,0.7,Very Good,G,VS2,62.2,61.0,2633,5.54,5.59,3.46 +8512,0.9,Premium,G,VS2,60.0,59.0,4424,6.3,6.23,3.76 +12756,1.0,Premium,E,SI1,59.7,57.0,5322,6.56,6.48,3.89 +48821,0.72,Very Good,J,VS2,62.2,58.0,2028,5.68,5.73,3.55 +29390,0.31,Very Good,E,SI1,63.1,57.0,698,4.31,4.28,2.71 +39543,0.4,Premium,F,VS2,62.6,58.0,1080,4.72,4.68,2.94 +53670,0.74,Very Good,H,VS1,61.9,59.1,2709,5.74,5.77,3.56 +39858,0.51,Ideal,F,SI2,61.0,55.0,1100,5.18,5.21,3.17 +50276,0.7,Good,E,SI1,62.7,61.0,2239,5.59,5.67,3.53 +15987,1.22,Ideal,I,SI1,62.3,58.0,6398,6.8,6.82,4.24 +39574,0.55,Premium,G,SI2,60.3,58.0,1081,5.33,5.35,3.22 +45772,0.52,Premium,G,VVS2,61.0,58.0,1707,5.15,5.21,3.16 +28298,0.24,Ideal,I,VVS1,62.3,57.0,432,3.98,3.95,2.47 +19380,0.4,Good,D,SI2,63.9,53.0,622,4.68,4.71,3.0 +3658,0.73,Very Good,F,VVS2,61.9,59.0,3442,5.72,5.84,3.58 +47299,0.3,Very Good,I,SI1,61.4,58.0,394,4.3,4.33,2.65 +36733,0.32,Ideal,G,IF,60.5,57.0,954,4.42,4.44,2.68 +51943,0.7,Good,F,VS1,63.7,57.0,2441,5.55,5.62,3.56 +52479,0.77,Premium,E,SI2,60.8,58.0,2519,5.96,5.98,3.63 +48227,0.57,Ideal,E,VS2,61.8,56.0,1949,5.33,5.29,3.28 +21732,1.17,Ideal,G,VVS1,62.2,53.0,9799,6.76,6.79,4.21 +52940,0.7,Premium,E,SI1,62.5,61.0,2592,5.72,5.57,3.55 +30478,0.31,Premium,I,VVS1,62.2,60.0,732,4.32,4.3,2.68 +5582,0.78,Ideal,D,VS2,62.2,55.0,3864,5.87,5.97,3.68 +25596,1.7,Good,G,VS1,63.5,56.0,14445,7.53,7.64,4.82 +26092,2.0,Fair,E,SI1,65.7,60.0,15330,7.7,7.8,5.09 +40633,0.41,Ideal,E,VS1,61.8,55.0,1153,4.8,4.75,2.95 +35476,0.39,Ideal,G,VVS2,60.6,57.0,902,4.72,4.75,2.87 +7685,0.96,Premium,D,SI2,60.0,61.0,4274,6.36,6.32,3.81 +16246,1.01,Good,G,VS1,63.7,57.0,6499,6.32,6.37,4.04 +39548,0.32,Ideal,G,VVS1,61.1,53.0,1080,4.44,4.4,2.7 +51366,0.71,Ideal,F,SI2,62.1,54.0,2365,5.73,5.76,3.57 +40005,0.41,Very Good,F,VS2,63.2,57.0,1107,4.76,4.74,3.0 +52052,0.72,Good,I,VS1,61.3,63.0,2451,5.67,5.75,3.5 +31431,0.3,Ideal,H,IF,62.3,54.0,764,4.34,4.36,2.71 +27824,0.34,Premium,D,SI2,60.7,61.0,650,4.51,4.45,2.72 +40826,0.52,Very Good,G,SI1,63.5,58.0,1170,5.14,5.1,3.25 +46532,0.51,Premium,G,VS1,62.0,52.0,1781,5.37,5.05,3.23 +46645,0.3,Premium,E,SI1,60.6,58.0,526,4.3,4.34,2.62 +19423,1.4,Ideal,H,SI1,62.4,56.0,8075,7.11,7.18,4.46 +22973,1.2,Premium,F,VVS2,62.2,58.0,11021,6.83,6.78,4.23 +21787,2.02,Fair,J,SI2,64.6,55.0,9853,7.93,7.84,5.09 +23138,1.27,Ideal,G,IF,61.5,58.0,11157,6.95,6.99,4.29 +41229,0.43,Premium,G,VVS1,62.2,58.0,1207,4.78,4.83,2.99 +8380,0.31,Very Good,F,VS2,58.3,61.0,583,4.44,4.48,2.6 +40344,0.39,Ideal,F,VVS1,61.4,54.0,1129,4.7,4.73,2.9 +11276,1.04,Ideal,G,SI2,61.9,58.0,4973,6.47,6.51,4.02 +50727,0.7,Ideal,H,SI1,62.6,55.0,2294,5.65,5.7,3.55 +43575,0.41,Ideal,E,VVS1,61.3,56.0,1431,4.81,4.79,2.94 +23078,2.0,Premium,J,SI2,60.9,54.0,11106,8.17,8.12,4.96 +31332,0.37,Ideal,F,VS2,61.7,55.0,759,4.61,4.73,2.88 +34998,0.35,Ideal,D,VVS2,61.6,56.0,882,4.55,4.57,2.81 +53690,0.55,Ideal,F,VVS1,60.6,57.0,2716,5.33,5.36,3.24 +40046,0.54,Good,E,SI2,63.9,54.0,1112,5.18,5.12,3.29 +6233,1.1,Premium,H,SI2,59.5,57.0,4004,6.81,6.74,4.03 +5891,0.9,Fair,F,VS2,64.7,54.0,3931,6.09,6.03,3.92 +32606,0.31,Ideal,G,VS1,61.3,56.0,802,4.38,4.36,2.68 +32205,0.35,Premium,E,SI1,62.9,58.0,788,4.52,4.48,2.83 +4950,1.01,Good,G,SI1,64.3,55.0,3733,6.34,6.31,4.07 +53664,0.8,Very Good,D,SI2,63.7,57.0,2708,5.87,5.9,3.75 +17307,1.29,Premium,D,SI2,59.4,62.0,6935,7.06,6.99,4.17 +6731,0.25,Premium,H,VVS1,60.1,62.0,577,4.11,4.08,2.46 +53933,0.7,Very Good,E,VS2,60.5,59.0,2757,5.71,5.76,3.47 +30978,0.37,Premium,F,VS2,59.7,59.0,746,4.64,4.68,2.78 +37462,0.42,Premium,G,VS1,59.4,59.0,984,4.9,4.86,2.9 +26103,1.53,Premium,G,VVS2,62.5,60.0,15365,7.31,7.34,4.58 +21901,1.65,Premium,G,SI2,62.2,58.0,9970,7.62,7.55,4.72 +11017,1.14,Ideal,H,SI1,62.2,57.0,4916,6.73,6.67,4.17 +49039,0.56,Ideal,G,VVS1,62.3,55.0,2055,5.25,5.31,3.29 +1611,0.82,Ideal,E,SI2,62.2,57.0,3012,6.0,5.97,3.72 +20791,1.52,Good,F,SI2,58.2,60.0,9028,7.52,7.63,4.41 +671,0.77,Premium,G,VS1,61.4,58.0,2846,5.94,5.89,3.63 +44645,0.28,Very Good,H,VVS2,62.7,54.0,522,4.16,4.19,2.61 +3945,0.71,Ideal,D,SI1,60.8,57.0,3502,5.75,5.78,3.5 +2158,0.75,Very Good,F,VS1,63.2,57.0,3129,5.78,5.74,3.64 +38413,0.35,Premium,G,VVS2,62.8,58.0,1024,4.48,4.44,2.8 +43546,0.51,Ideal,H,VS2,60.1,60.0,1428,5.19,5.14,3.1 +2688,0.71,Ideal,D,VS2,63.0,56.0,3245,5.69,5.65,3.58 +49759,0.77,Ideal,J,VS2,61.4,55.0,2159,5.9,5.95,3.64 +50732,0.72,Ideal,G,SI2,62.3,54.0,2295,5.76,5.79,3.6 +2083,0.76,Very Good,E,VS2,61.0,58.0,3111,5.88,5.93,3.6 +17927,1.01,Ideal,E,VS2,59.3,57.0,7240,6.57,6.51,3.88 +48016,0.5,Premium,E,VS2,60.3,58.0,1920,5.15,5.13,3.1 +31176,0.35,Ideal,H,VVS1,62.0,55.0,756,4.52,4.54,2.81 +21282,2.0,Very Good,I,SI2,63.1,56.0,9435,7.98,7.84,5.0 +14134,1.01,Very Good,D,SI1,62.9,58.0,5731,6.33,6.38,4.0 +15020,1.2,Premium,H,VS2,62.4,57.0,6048,6.73,6.67,4.18 +47570,0.51,Very Good,G,VVS2,62.9,57.0,1875,5.09,5.12,3.21 +37126,0.39,Very Good,E,VVS2,61.9,58.0,971,4.66,4.68,2.89 +38928,0.38,Very Good,E,VVS1,60.0,59.0,1053,4.66,4.68,2.8 +51179,0.76,Very Good,F,SI2,63.3,55.0,2347,5.79,5.83,3.68 +47835,0.52,Ideal,G,VVS2,62.3,56.0,1906,5.15,5.18,3.22 +9615,1.08,Ideal,J,SI1,62.1,55.0,4633,6.54,6.57,4.07 +24458,1.74,Ideal,H,SI1,61.9,55.0,12720,7.74,7.71,4.78 +30944,0.24,Ideal,H,VVS1,62.4,56.0,449,3.99,4.03,2.5 +51985,0.25,Very Good,F,VVS2,63.0,57.0,548,3.98,4.08,2.54 +3685,0.81,Ideal,H,SI1,61.4,56.0,3446,6.0,6.05,3.7 +10462,1.24,Very Good,J,SI2,62.8,58.0,4789,6.77,6.83,4.27 +46522,0.51,Ideal,G,VS1,62.2,55.0,1781,5.14,5.11,3.19 +48748,0.8,Premium,J,SI1,58.4,59.0,2016,6.12,6.04,3.55 +49245,0.51,Ideal,F,VS1,61.7,55.0,2085,5.14,5.17,3.18 +37501,0.5,Ideal,J,VS1,63.0,56.0,984,5.08,5.05,3.19 +3954,0.7,Ideal,E,VS2,61.3,57.0,3504,5.73,5.75,3.52 +53815,0.77,Good,H,VVS2,64.3,57.9,2734,5.7,5.86,3.71 +31638,0.3,Very Good,J,SI1,63.4,54.0,450,4.29,4.23,2.7 +44647,0.28,Very Good,G,VVS2,61.4,55.0,522,4.21,4.24,2.59 +34635,0.31,Ideal,E,VS2,60.5,56.0,872,4.41,4.38,2.66 +16784,1.24,Premium,H,SI1,60.2,60.0,6686,6.91,6.94,4.17 +51899,0.71,Very Good,I,VS1,62.2,59.0,2432,5.7,5.74,3.56 +38144,0.3,Ideal,G,VVS1,62.9,57.0,1013,4.3,4.26,2.69 +4721,0.37,Ideal,F,SI2,60.9,56.0,572,4.65,4.68,2.84 +6564,1.01,Good,F,SI2,56.9,60.0,4077,6.68,6.64,3.79 +11861,1.03,Premium,G,SI1,60.5,60.0,5105,6.52,6.48,3.93 +41157,0.48,Good,G,VS1,58.6,62.0,1199,5.14,5.2,3.03 +37549,0.31,Ideal,E,VVS1,61.8,56.0,988,4.36,4.34,2.69 +32560,0.4,Ideal,H,VS2,61.6,57.0,800,4.71,4.74,2.91 +43153,0.52,Ideal,E,SI1,62.3,56.0,1389,5.12,5.16,3.2 +48354,0.56,Ideal,D,VS2,61.4,57.0,1963,5.32,5.36,3.28 +49814,0.7,Very Good,I,VS2,61.1,60.0,2166,5.67,5.75,3.49 +20480,1.25,Premium,G,VS2,62.6,58.0,8820,6.87,6.8,4.28 +7050,1.0,Fair,G,SI1,63.1,59.0,4163,6.32,6.27,3.97 +18678,1.06,Ideal,F,VS2,61.1,56.5,7637,6.57,6.6,4.03 +30199,0.42,Premium,E,SI1,60.0,58.0,722,4.85,4.89,2.92 +40951,0.42,Premium,D,VS1,60.8,59.0,1179,4.79,4.85,2.93 +7608,0.84,Very Good,G,VVS2,60.4,55.0,4259,6.07,6.12,3.68 +32592,0.32,Ideal,G,VVS1,62.1,54.0,802,4.4,4.43,2.74 +25401,1.64,Premium,E,SI1,59.5,58.0,14107,7.64,7.72,4.57 +24031,0.35,Ideal,G,VS2,61.0,57.0,633,4.54,4.57,2.78 +36102,0.4,Ideal,H,VS2,61.4,57.0,926,4.72,4.79,2.92 +18154,1.51,Premium,J,VS2,60.7,60.0,7357,7.43,7.36,4.49 +13310,1.24,Very Good,I,SI2,61.6,59.0,5497,6.87,6.9,4.24 +15731,0.95,Ideal,F,SI1,61.7,56.0,6291,6.31,6.34,3.9 +12912,1.0,Fair,E,VS2,65.0,58.0,5376,6.21,6.16,4.02 +25459,2.28,Good,J,SI1,63.7,55.0,14220,8.28,8.35,5.3 +5617,1.12,Ideal,G,I1,60.3,57.0,3874,6.73,6.8,4.08 +30995,0.3,Ideal,G,VVS1,60.4,58.0,747,4.36,4.38,2.64 +6917,0.9,Premium,G,VS2,62.0,60.0,4137,6.19,6.14,3.82 +12964,1.0,Very Good,D,SI1,61.3,54.0,5390,6.37,6.39,3.91 +8102,1.01,Very Good,J,SI1,61.9,58.0,4346,6.36,6.4,3.95 +3763,0.9,Premium,F,SI2,61.1,54.0,3457,6.29,6.27,3.84 +43453,0.5,Good,E,SI1,63.7,56.0,1415,5.06,5.02,3.21 +6227,1.02,Very Good,H,SI2,58.3,61.0,4004,6.57,6.63,3.85 +40791,0.31,Ideal,F,IF,61.0,56.0,1168,4.38,4.41,2.68 +39170,0.4,Ideal,J,IF,62.6,56.0,1063,4.75,4.71,2.96 +14340,1.0,Very Good,G,VS2,63.1,61.0,5806,6.38,6.33,4.01 +3295,0.8,Good,E,VS2,63.3,59.0,3365,5.82,5.87,3.7 +30834,0.33,Premium,H,VS1,59.7,59.0,743,4.53,4.52,2.7 +25164,1.7,Premium,F,VS2,62.5,61.0,13737,7.54,7.45,4.69 +48827,0.71,Very Good,I,SI1,60.4,63.0,2028,5.8,5.73,3.48 +13105,1.07,Premium,H,VS2,62.1,59.0,5424,6.56,6.52,4.06 +53730,0.57,Ideal,F,VVS2,60.6,56.0,2722,5.35,5.38,3.25 +3011,1.0,Very Good,D,SI2,63.4,58.0,3304,6.33,6.3,4.01 +46077,0.58,Ideal,D,SI1,61.1,57.0,1737,5.36,5.41,3.29 +13849,1.5,Fair,H,I1,65.5,58.0,5645,7.02,6.96,4.58 +16494,1.11,Premium,F,VS2,63.0,56.0,6589,6.62,6.49,4.15 +27943,0.23,Very Good,G,VVS2,62.6,54.0,431,3.91,3.95,2.46 +21902,1.53,Very Good,G,SI1,62.5,56.0,9971,7.32,7.36,4.59 +29445,0.5,Fair,G,I1,64.6,60.0,701,5.04,4.96,3.23 +40947,0.3,Good,F,SI1,63.6,55.0,500,4.28,4.33,2.74 +2542,0.75,Ideal,E,VS2,61.7,56.0,3206,5.84,5.86,3.61 +20922,1.2,Very Good,D,VS2,63.5,58.0,9138,6.68,6.71,4.25 +52988,0.74,Ideal,E,SI2,60.9,57.0,2594,5.83,5.89,3.57 +24977,2.0,Good,H,SI2,63.6,57.0,13480,8.01,7.97,5.08 +22677,1.44,Ideal,D,SI1,63.0,55.0,10725,7.23,7.18,4.54 +49432,0.7,Ideal,H,SI1,61.9,57.0,2107,5.66,5.69,3.51 +38963,0.31,Ideal,H,VS2,62.4,55.0,489,4.33,4.36,2.71 +15084,1.17,Very Good,D,SI2,60.9,60.0,6062,6.72,6.78,4.11 +13708,1.07,Ideal,E,SI2,61.5,56.0,5602,6.58,6.61,4.06 +45296,0.51,Premium,E,VS2,60.6,58.0,1662,5.15,5.12,3.11 +14019,1.01,Premium,G,VS2,61.1,60.0,5701,6.46,6.37,3.92 +30580,0.31,Ideal,D,VS2,61.9,56.0,734,4.37,4.38,2.71 +11436,1.0,Very Good,D,SI1,62.8,58.0,5005,6.35,6.39,4.0 +8881,1.02,Ideal,J,VS2,62.0,56.0,4485,6.42,6.45,3.99 +12868,1.12,Premium,H,SI1,61.6,59.0,5363,6.67,6.63,4.1 +11462,1.11,Very Good,H,SI1,62.0,56.0,5010,6.61,6.65,4.11 +31843,0.41,Very Good,J,VVS1,60.1,58.0,775,4.79,4.83,2.89 +35517,0.43,Very Good,I,VVS1,63.0,56.0,905,4.83,4.86,3.05 +37060,0.43,Premium,G,SI1,60.4,58.0,968,4.9,4.87,2.95 +43618,0.26,Ideal,H,VVS2,62.5,54.0,508,4.11,4.14,2.58 +44253,0.51,Very Good,D,SI1,63.5,55.0,1574,5.09,5.08,3.23 +27123,2.26,Ideal,H,SI2,62.2,56.0,17312,8.38,8.35,5.2 +555,0.8,Ideal,I,VS2,62.1,54.4,2830,5.94,5.99,3.7 +8071,1.01,Ideal,I,SI2,62.4,57.0,4336,6.37,6.41,3.99 +44169,0.47,Very Good,E,VS1,61.8,58.0,1566,4.97,5.03,3.09 +36684,0.4,Ideal,E,VS1,62.2,58.0,951,4.72,4.74,2.94 +42650,0.5,Good,F,VS2,63.6,58.0,1333,5.02,5.05,3.2 +28926,0.3,Ideal,G,VVS2,61.5,55.0,684,4.3,4.32,2.65 +9836,1.01,Premium,D,SI2,60.9,62.0,4672,6.45,6.43,3.92 +5876,0.91,Good,F,SI1,63.7,58.0,3924,6.17,6.1,3.91 +22642,1.51,Premium,G,SI1,62.4,62.0,10688,7.25,7.12,4.48 +29102,0.34,Premium,I,VS1,61.0,60.0,689,4.51,4.48,2.74 +38382,0.42,Premium,E,VS2,61.0,60.0,1024,4.85,4.82,2.95 +25143,2.29,Premium,G,SI2,60.1,58.0,13711,8.63,8.58,5.17 +34652,0.31,Ideal,E,VS2,61.4,54.0,872,4.4,4.33,2.68 +19852,1.18,Very Good,G,VS2,62.7,54.7,8411,6.74,6.77,4.23 +40432,0.42,Ideal,G,SI1,61.6,56.0,1136,4.83,4.85,2.98 +17745,1.56,Premium,J,VS1,61.3,59.0,7144,7.54,7.49,4.61 +44946,0.58,Premium,F,SI1,61.0,57.0,1634,5.41,5.34,3.28 +50672,0.34,Ideal,D,IF,62.1,57.0,2287,4.46,4.52,2.79 +15527,1.01,Good,E,VS2,63.7,56.0,6221,6.27,6.29,4.0 +29757,0.3,Premium,D,SI1,62.6,56.0,709,4.29,4.24,2.67 +49083,0.7,Ideal,E,SI2,62.0,56.0,2061,5.71,5.74,3.55 +8507,1.17,Premium,J,SI1,61.9,58.0,4423,6.77,6.73,4.18 +16624,1.07,Premium,G,VS2,62.5,57.0,6644,6.58,6.5,4.09 +26542,1.6,Premium,G,VVS2,60.6,60.0,16215,7.57,7.51,4.57 +25961,1.57,Ideal,G,VVS2,62.3,56.0,15144,7.48,7.41,4.64 +42350,0.39,Premium,G,IF,59.0,60.0,1300,4.75,4.78,2.81 +19275,1.37,Ideal,I,VS2,61.6,55.0,8000,7.13,7.16,4.4 +41030,0.41,Premium,E,VVS2,60.9,60.0,1187,4.81,4.82,2.93 +45730,0.55,Premium,F,VS2,59.7,58.0,1698,5.37,5.31,3.19 +29149,0.4,Ideal,G,SI1,62.0,55.0,692,4.72,4.76,2.94 +122,0.74,Ideal,E,SI1,62.3,54.0,2762,5.8,5.83,3.62 +23668,1.53,Very Good,F,SI1,58.5,59.0,11713,7.55,7.62,4.44 +3711,0.7,Ideal,G,VS2,61.6,56.0,3451,5.7,5.73,3.52 +21723,1.65,Very Good,G,SI2,62.2,58.0,9791,7.55,7.62,4.72 +12641,1.06,Very Good,D,SI2,60.1,58.0,5293,6.6,6.64,3.98 +34129,0.47,Very Good,J,VS1,63.0,60.0,854,4.92,4.95,3.11 +13110,1.02,Premium,H,VS2,61.7,58.0,5426,6.45,6.41,3.97 +39620,0.3,Very Good,G,VS2,59.3,59.0,491,4.38,4.42,2.61 +43999,0.3,Premium,I,SI1,60.9,59.0,394,4.34,4.36,2.65 +28395,0.33,Premium,H,VS2,62.3,58.0,668,4.41,4.38,2.74 +44081,0.51,Very Good,E,VS2,61.2,60.0,1554,5.11,5.18,3.15 +24994,1.5,Premium,F,VS2,62.0,53.0,13506,7.37,7.33,4.56 +21163,1.53,Premium,J,VVS1,61.6,58.0,9322,7.4,7.37,4.55 +20385,0.31,Premium,F,VS2,62.3,60.0,625,4.32,4.35,2.7 +3770,1.02,Ideal,G,I1,61.2,56.0,3459,6.47,6.5,3.97 +2392,0.32,Ideal,E,SI1,61.8,55.0,561,4.42,4.45,2.74 +36906,0.32,Ideal,E,VS2,60.2,57.0,960,4.51,4.46,2.7 +47037,0.55,Ideal,F,VS2,61.7,57.0,1819,5.29,5.24,3.25 +46366,0.54,Premium,E,VS2,60.7,56.0,1760,5.32,5.29,3.22 +40443,0.4,Good,E,VS1,63.8,57.0,1138,4.72,4.69,3.0 +9339,0.94,Premium,E,SI1,60.0,58.0,4580,6.44,6.37,3.84 +8107,1.15,Ideal,J,SI1,61.8,57.0,4347,6.73,6.67,4.14 +31271,0.32,Ideal,I,VS2,60.3,56.0,449,4.44,4.45,2.68 +27283,2.01,Very Good,I,VS1,59.7,63.0,17751,8.24,8.15,4.89 +23894,1.63,Very Good,G,SI1,62.5,58.0,11990,7.48,7.44,4.66 +24573,1.6,Ideal,F,SI1,61.0,57.0,12871,7.54,7.6,4.62 +53255,0.78,Premium,I,VS2,62.7,58.0,2646,5.89,5.82,3.68 +24090,1.52,Premium,H,VVS2,62.8,57.0,12232,7.38,7.27,4.6 +34723,0.41,Ideal,I,VVS1,61.7,57.0,875,4.73,4.76,2.93 +1270,0.9,Ideal,I,SI2,62.0,56.0,2948,6.2,6.16,3.83 +32177,0.39,Very Good,H,VS1,61.7,57.0,787,4.65,4.68,2.88 +2183,1.0,Fair,E,SI2,67.0,53.0,3136,6.19,6.13,4.13 +27315,2.36,Ideal,J,VS1,61.6,57.0,17829,8.6,8.55,5.28 +1281,0.72,Very Good,D,VS1,62.7,58.0,2951,5.65,5.68,3.55 +53466,0.59,Ideal,F,VVS2,62.0,54.0,2679,5.36,5.38,3.33 +653,0.7,Very Good,E,VS1,62.0,59.0,2844,5.65,5.68,3.51 +10414,1.01,Ideal,H,VS1,61.5,56.0,4779,6.48,6.43,3.97 +6691,0.31,Premium,G,SI2,60.3,59.0,408,4.35,4.37,2.63 +4832,0.71,Ideal,F,VVS2,61.2,55.0,3705,5.73,5.84,3.54 +6729,0.25,Ideal,H,VVS1,62.5,56.0,577,4.06,4.03,2.53 +17996,1.31,Ideal,G,SI1,63.4,57.0,7277,6.97,6.87,4.4 +3278,0.7,Ideal,D,VS1,62.5,57.0,3361,5.65,5.68,3.54 +44447,0.51,Ideal,F,VS2,61.9,55.0,1591,5.11,5.15,3.18 +19928,1.56,Premium,J,VS1,61.1,59.0,8476,7.52,7.49,4.58 +42682,0.44,Very Good,E,VVS2,59.6,59.0,1337,4.98,4.99,2.97 +23507,1.7,Very Good,I,VS1,60.6,59.0,11514,7.64,7.67,4.64 +29836,0.24,Premium,E,VVS1,60.7,58.0,710,4.03,4.01,2.44 +2076,0.77,Ideal,F,SI1,61.5,56.0,3108,5.89,5.95,3.64 +619,0.79,Premium,G,VS2,59.3,62.0,2839,6.09,6.01,3.59 +20251,1.51,Fair,G,SI1,65.0,59.0,8681,6.99,7.07,4.57 +30422,0.32,Very Good,H,VVS1,62.7,57.0,730,4.36,4.41,2.75 +46847,0.53,Ideal,F,VS1,61.8,56.0,1812,5.2,5.22,3.22 +36114,0.42,Premium,E,SI1,61.5,61.0,926,4.87,4.82,2.98 +50315,0.7,Premium,D,SI2,63.0,56.0,2239,5.67,5.64,3.56 +51922,0.7,Ideal,G,VS1,62.7,57.0,2437,5.66,5.7,3.56 +48467,0.71,Premium,G,SI2,62.3,55.0,1977,5.72,5.68,3.55 +16389,1.03,Good,F,VS2,63.9,59.0,6543,6.35,6.38,4.07 +28847,0.41,Premium,D,SI2,62.4,60.0,683,4.71,4.77,2.96 +32536,0.42,Ideal,G,SI1,62.0,54.0,799,4.85,4.82,3.0 +12459,1.01,Very Good,F,SI1,60.7,58.0,5248,6.4,6.51,3.92 +41761,0.43,Ideal,E,VVS2,62.0,57.0,1245,4.84,4.87,3.01 +44733,0.47,Ideal,D,VS1,61.0,55.0,1617,5.03,5.01,3.06 +31412,0.3,Ideal,G,VVS1,62.0,54.0,764,4.35,4.36,2.7 +19322,1.2,Good,G,VS2,57.8,59.0,8032,7.06,7.0,4.06 +15764,1.3,Very Good,I,SI1,62.3,58.0,6302,6.93,6.96,4.33 +28393,0.33,Good,H,VS2,63.8,55.0,668,4.44,4.4,2.82 +10101,0.9,Very Good,F,VS2,63.2,59.0,4715,6.08,6.04,3.83 +51574,0.74,Very Good,E,SI2,61.8,60.0,2391,5.78,5.8,3.58 +47485,0.69,Premium,H,VS2,60.8,59.0,1863,5.77,5.74,3.5 +39806,0.38,Ideal,F,VVS1,62.4,54.0,1096,4.66,4.7,2.92 +51937,0.72,Ideal,F,SI1,62.1,55.0,2440,5.73,5.8,3.58 +51965,0.3,Ideal,H,VS1,61.9,58.0,545,4.3,4.32,2.67 +26179,2.06,Premium,I,SI1,61.0,58.0,15517,8.24,8.19,5.01 +23759,1.06,Very Good,D,VVS1,61.8,57.0,11815,6.49,6.52,4.03 +17943,1.21,Ideal,H,VS2,61.9,55.0,7250,6.86,6.8,4.23 +34376,0.41,Ideal,F,VS2,62.1,56.0,863,4.74,4.79,2.96 +10005,0.91,Ideal,E,SI1,61.0,57.0,4706,6.27,6.32,3.84 +30158,0.4,Good,D,SI1,63.1,61.0,720,4.67,4.71,2.96 +48694,0.67,Very Good,D,SI1,60.2,60.0,2007,5.61,5.68,3.4 +53470,0.71,Ideal,E,SI1,61.7,56.0,2680,5.69,5.72,3.52 +43793,0.58,Very Good,F,SI1,59.4,58.0,1442,5.45,5.5,3.25 +9826,1.01,Good,G,SI1,63.9,57.0,4672,6.37,6.3,4.05 +23393,0.4,Ideal,J,VS1,62.6,55.0,631,4.71,4.75,2.96 +44660,0.35,Premium,D,SI2,60.8,58.0,522,4.51,4.57,2.76 +27989,0.3,Very Good,E,VS2,61.8,58.0,658,4.26,4.28,2.64 +39738,0.37,Ideal,F,IF,62.0,57.0,1092,4.59,4.62,2.85 +19228,1.34,Very Good,H,VS2,61.4,58.0,7965,7.13,7.07,4.36 +47690,0.59,Premium,H,VVS1,62.0,58.0,1883,5.36,5.38,3.33 +37000,0.44,Premium,G,VS1,62.3,59.0,965,4.82,4.87,3.02 +3632,0.71,Ideal,G,VS1,61.7,57.0,3431,5.7,5.75,3.53 +28135,0.29,Very Good,E,VVS1,58.9,59.0,664,4.33,4.4,2.57 +48293,0.54,Ideal,G,VS1,60.6,56.0,1957,5.28,5.31,3.21 +44054,0.55,Ideal,J,VS1,62.3,56.0,1550,5.26,5.24,3.27 +20538,1.56,Ideal,I,SI1,61.4,56.0,8858,7.47,7.42,4.57 +20784,1.53,Premium,I,SI1,62.6,57.0,9022,7.38,7.29,4.59 +7776,1.0,Ideal,G,SI2,62.8,57.0,4284,6.37,6.31,3.98 +29621,0.23,Good,E,VVS1,59.9,65.0,439,3.93,3.95,2.36 +23903,1.52,Premium,H,VVS2,63.0,60.0,12013,7.3,7.25,4.58 +35925,0.43,Premium,E,SI2,61.2,59.0,919,4.89,4.82,2.97 +32448,0.43,Very Good,E,SI1,62.9,56.0,792,4.8,4.83,3.03 +3998,0.76,Very Good,E,VS2,63.4,58.0,3517,5.76,5.82,3.67 +14124,1.3,Ideal,J,SI1,61.5,55.0,5728,7.03,7.06,4.33 +39571,0.44,Ideal,D,VS2,60.4,56.0,1081,4.91,4.95,2.98 +52336,0.74,Ideal,H,VS2,62.5,54.0,2497,5.76,5.82,3.62 +39303,0.38,Premium,E,VS1,61.5,58.0,1069,4.69,4.64,2.87 +2442,0.79,Ideal,D,SI1,61.2,56.0,3185,6.02,5.95,3.66 +33356,0.41,Premium,G,VS2,62.6,59.0,827,4.73,4.76,2.97 +17571,1.2,Ideal,E,SI1,62.3,55.0,7074,6.78,6.84,4.24 +4103,0.65,Ideal,G,IF,60.1,57.0,3536,5.61,5.65,3.38 +32087,0.33,Premium,E,VS1,60.9,58.0,781,4.45,4.49,2.72 +17862,1.19,Ideal,I,IF,61.7,56.0,7207,6.78,6.81,4.19 +23475,2.16,Premium,H,SI2,62.3,57.0,11473,8.29,8.22,5.14 +19504,1.7,Good,J,VS2,63.6,59.0,8134,7.53,7.48,4.77 +2388,0.32,Premium,G,VS2,60.7,58.0,561,4.38,4.42,2.67 +42904,0.59,Very Good,E,SI2,62.9,58.0,1362,5.33,5.39,3.37 +44821,0.5,Very Good,G,VS1,62.1,55.0,1624,5.06,5.22,3.19 +6393,0.92,Premium,F,SI1,61.8,59.0,4037,6.21,6.25,3.85 +27940,0.23,Very Good,H,VVS2,62.4,55.0,431,3.91,3.94,2.45 +13950,1.14,Ideal,G,SI2,61.5,55.0,5675,6.78,6.71,4.15 +35648,0.31,Ideal,G,VVS2,62.4,56.0,907,4.35,4.31,2.7 +47316,0.23,Very Good,E,VVS2,62.4,59.0,530,3.89,3.93,2.44 +40057,0.57,Ideal,J,VS2,62.5,54.0,1113,5.32,5.34,3.33 +21493,1.2,Very Good,F,VS1,62.9,57.0,9586,6.73,6.78,4.25 +43158,0.54,Very Good,G,SI1,63.2,56.0,1389,5.19,5.16,3.27 +46307,0.3,Premium,E,SI1,62.5,59.0,526,4.28,4.3,2.68 +37487,0.35,Premium,E,VS2,62.1,59.0,984,4.49,4.46,2.78 +32525,0.42,Ideal,G,VVS2,62.0,56.0,798,4.79,4.83,2.98 +4187,0.95,Ideal,J,VVS2,60.6,57.0,3558,6.4,6.34,3.86 +23610,1.52,Ideal,F,SI1,62.2,56.0,11637,7.38,7.41,4.6 +48778,0.51,Good,E,VVS1,58.6,65.0,2020,5.32,5.24,3.1 +45637,0.25,Very Good,G,VVS1,60.6,55.0,525,4.12,4.14,2.5 +18231,1.0,Ideal,G,VVS2,62.6,55.0,7403,6.37,6.4,4.0 +24231,1.51,Very Good,G,VS1,60.2,63.0,12430,7.39,7.36,4.44 +37964,0.41,Ideal,F,VS1,62.0,56.0,1007,4.77,4.81,2.97 +12572,1.01,Premium,E,SI1,61.8,60.0,5279,6.36,6.4,3.94 +50387,0.55,Ideal,D,VS1,61.3,56.0,2251,5.28,5.32,3.25 +6948,0.73,Ideal,G,IF,62.3,56.0,4142,5.72,5.78,3.58 +52725,0.82,Ideal,I,VS1,61.4,57.0,2557,5.98,6.03,3.69 +23291,2.02,Ideal,J,SI2,62.7,56.9,11314,8.03,8.07,5.05 +42084,0.55,Ideal,E,SI2,61.8,55.0,1273,5.26,5.29,3.26 +16715,0.39,Ideal,I,SI1,62.1,55.0,609,4.66,4.71,2.91 +10053,0.27,Very Good,F,VVS2,62.3,59.0,591,4.14,4.18,2.59 +34456,0.36,Very Good,H,IF,62.3,56.0,865,4.55,4.58,2.85 +39557,0.32,Ideal,G,VVS1,62.0,57.0,1080,4.42,4.38,2.73 +25804,2.33,Very Good,J,VS2,61.8,59.0,14801,8.41,8.56,5.24 +10559,1.11,Very Good,G,SI2,58.5,61.0,4816,6.74,6.8,3.96 +34138,0.32,Ideal,F,VVS1,61.6,55.0,854,4.42,4.44,2.73 +39696,0.4,Good,E,VVS1,59.4,61.0,1088,4.8,4.83,2.86 +18101,1.52,Very Good,F,SI2,63.1,60.0,7320,7.25,7.21,4.56 +50279,0.7,Very Good,E,SI1,60.3,58.0,2239,5.73,5.85,3.49 +16967,1.0,Premium,D,VS2,60.8,61.0,6776,6.41,6.39,3.89 +19390,1.51,Very Good,J,VS1,61.4,57.0,8057,7.3,7.38,4.51 +47627,0.75,Premium,F,SI2,59.8,60.0,1881,5.96,5.92,3.55 +2642,1.03,Ideal,H,I1,61.5,57.0,3230,6.52,6.48,4.0 +15779,1.83,Premium,G,I1,62.0,58.0,6313,7.84,7.8,4.85 +27992,0.3,Premium,E,VS2,62.0,60.0,658,4.23,4.26,2.63 +18648,1.03,Ideal,F,VS1,59.0,55.0,7613,6.62,6.67,3.92 +9499,0.91,Ideal,I,VVS1,60.0,57.0,4609,6.29,6.31,3.83 +4957,0.9,Good,G,SI1,63.8,59.0,3734,6.05,6.08,3.87 +36518,0.3,Premium,F,VVS2,61.6,58.0,945,4.35,4.28,2.66 +50567,0.7,Very Good,F,SI1,63.1,54.0,2278,5.64,5.67,3.57 +49468,0.54,Very Good,D,VS2,60.7,57.0,2113,5.24,5.29,3.2 +41073,0.41,Ideal,F,VVS2,60.6,57.0,1192,4.86,4.81,2.93 +26500,2.01,Very Good,H,SI2,63.4,57.0,16111,8.0,7.93,5.05 +4549,0.85,Ideal,F,VS2,62.4,57.0,3641,6.13,6.01,3.79 +15268,1.2,Premium,H,SI1,62.9,56.0,6129,6.8,6.74,4.26 +14987,1.0,Premium,H,VVS2,60.3,59.0,6037,6.46,6.41,3.88 +52907,0.77,Very Good,G,SI1,63.2,57.0,2586,5.86,5.76,3.67 +19555,1.16,Ideal,D,VS2,62.1,57.0,8185,6.73,6.7,4.17 +40246,0.37,Ideal,D,VS2,61.0,56.0,1124,4.7,4.65,2.85 +28606,0.3,Very Good,E,SI1,63.2,56.0,675,4.3,4.27,2.71 +44562,0.52,Premium,D,SI1,60.9,61.0,1605,5.15,5.13,3.13 +29384,0.31,Ideal,E,SI1,63.0,57.0,698,4.32,4.29,2.71 +20244,1.08,Ideal,E,VS1,61.6,57.0,8674,6.58,6.61,4.06 +41617,0.29,Very Good,F,VS1,63.0,55.0,504,4.24,4.27,2.68 +29246,0.34,Good,E,VS2,63.8,56.0,696,4.44,4.49,2.85 +43111,0.54,Ideal,F,SI1,60.5,57.0,1385,5.25,5.27,3.18 +20107,1.5,Very Good,G,SI2,60.7,61.0,8580,7.33,7.36,4.46 +19645,1.5,Good,I,SI1,63.1,54.0,8258,7.31,7.34,4.62 +5298,0.71,Ideal,D,VS1,62.1,57.0,3801,5.7,5.73,3.55 +4453,0.9,Premium,F,SI2,61.4,58.0,3619,6.13,6.19,3.78 +21138,1.52,Good,I,SI1,64.0,58.0,9295,7.27,7.2,4.63 +39065,0.4,Ideal,G,VVS1,61.2,56.0,1059,4.74,4.8,2.92 +35480,0.36,Very Good,G,VS1,61.4,55.0,903,4.63,4.65,2.85 +23620,1.41,Premium,E,VS2,62.7,56.0,11644,7.18,7.1,4.48 +37382,0.4,Very Good,D,VS2,62.8,57.0,982,4.68,4.72,2.95 +7551,1.01,Very Good,G,SI2,61.0,58.0,4249,6.43,6.48,3.94 +45459,0.5,Premium,E,VS1,62.2,58.0,1675,5.03,5.06,3.14 +45254,0.51,Ideal,F,VS2,61.7,56.0,1660,5.13,5.15,3.17 +17530,1.5,Fair,F,SI2,64.7,59.0,7056,7.13,7.05,4.59 +37053,0.46,Very Good,E,SI1,61.8,57.0,968,4.93,4.98,3.06 +481,0.53,Ideal,E,VVS1,61.9,55.0,2821,5.2,5.21,3.22 +18100,1.37,Premium,J,VVS2,59.4,61.0,7319,7.29,7.25,4.32 +10944,1.01,Good,F,SI1,63.8,59.0,4899,6.29,6.32,4.02 +37913,0.41,Very Good,F,VS1,60.7,56.0,1007,4.77,4.82,2.91 +12532,1.03,Very Good,H,VS2,62.0,58.0,5266,6.45,6.51,4.02 +9533,1.17,Ideal,J,SI1,62.1,57.0,4617,6.74,6.81,4.21 +30202,0.42,Very Good,J,VS2,60.9,58.0,723,4.81,4.85,2.94 +21489,1.51,Good,I,VS1,63.6,57.0,9581,7.14,7.21,4.56 +32380,0.39,Very Good,J,VS1,63.1,56.0,790,4.7,4.62,2.94 +13290,1.0,Ideal,D,SI1,61.7,57.0,5489,6.39,6.42,3.95 +12878,1.01,Premium,E,SI1,58.2,59.0,5366,6.59,6.54,3.82 +37355,0.4,Premium,F,VS1,61.9,59.0,982,4.67,4.7,2.9 +23188,1.74,Ideal,J,VS1,61.1,56.0,11194,7.85,7.79,4.78 +21335,1.24,Ideal,F,VS2,62.0,57.0,9478,6.83,6.89,4.25 +27226,2.14,Very Good,F,SI2,58.2,61.0,17582,8.45,8.5,4.93 +43113,0.51,Ideal,E,SI2,62.0,56.0,1385,5.12,5.14,3.18 +20197,1.53,Ideal,I,SI2,61.9,58.0,8637,7.39,7.34,4.56 +22876,1.05,Very Good,E,VVS1,59.5,60.0,10915,6.56,6.66,3.93 +40616,0.33,Very Good,J,VVS2,62.1,56.0,499,4.44,4.45,2.76 +3384,0.31,Very Good,G,SI2,63.0,57.0,408,4.32,4.35,2.73 +34008,0.3,Ideal,D,VS1,62.0,54.0,848,4.34,4.3,2.68 +19583,1.41,Good,F,SI1,63.7,58.0,8212,7.06,7.01,4.48 +53727,0.72,Premium,D,VS2,61.0,59.0,2721,5.77,5.74,3.51 +16813,1.06,Very Good,G,VS1,60.5,56.0,6707,6.65,6.6,4.01 +16911,1.07,Very Good,H,VVS2,61.3,56.0,6751,6.54,6.59,4.03 +3478,1.01,Premium,H,SI2,60.9,59.0,3394,6.42,6.35,3.89 +5607,0.96,Premium,H,SI2,59.2,61.0,3871,6.42,6.36,3.78 +21150,1.51,Premium,E,SI2,63.0,55.0,9302,7.34,7.3,4.61 +38262,0.26,Premium,H,VS1,62.3,59.0,382,4.06,4.1,2.54 +37567,0.34,Ideal,H,IF,60.8,56.0,988,4.56,4.55,2.77 +10270,1.01,Ideal,E,SI2,61.1,57.0,4751,6.52,6.48,3.97 +24313,1.64,Very Good,F,SI1,62.8,59.0,12555,7.51,7.53,4.72 +41276,0.3,Ideal,H,VS1,60.8,57.0,503,4.31,4.34,2.63 +4754,1.21,Ideal,I,I1,61.3,57.0,3686,6.94,6.89,4.24 +1581,0.71,Ideal,G,SI1,61.4,56.0,3007,5.72,5.77,3.53 +17634,1.15,Ideal,H,SI1,61.6,55.0,7100,6.74,6.79,4.17 +1727,0.32,Good,G,VS2,63.1,57.0,561,4.3,4.35,2.73 +36474,0.43,Ideal,G,VS1,61.9,55.0,943,4.84,4.86,3.0 +25071,1.16,Ideal,F,VVS1,61.5,56.0,13595,6.76,6.81,4.17 +27835,0.41,Very Good,J,IF,60.8,56.0,651,4.83,4.87,2.95 +47946,0.59,Ideal,G,VS1,61.1,58.0,1916,5.39,5.41,3.3 +38730,0.4,Ideal,G,VVS1,62.3,54.0,1043,4.75,4.76,2.96 +46126,0.51,Ideal,F,VS1,61.7,54.0,1744,5.14,5.17,3.18 +1277,0.81,Very Good,I,VS1,62.7,58.0,2950,5.9,5.96,3.72 +17498,1.15,Premium,G,VS1,63.0,60.0,7032,6.68,6.6,4.18 +26481,1.6,Premium,G,VVS2,60.6,60.0,16068,7.51,7.57,4.57 +26922,1.5,Ideal,G,VVS2,62.2,55.0,16948,7.33,7.35,4.57 +11852,0.9,Very Good,E,VS1,60.7,61.0,5102,6.21,6.24,3.78 +37200,0.4,Good,G,VVS2,61.4,64.0,974,4.65,4.7,2.87 +22595,1.6,Very Good,D,SI2,60.6,58.0,10646,7.55,7.61,4.59 +11315,1.23,Ideal,J,VS2,61.8,56.0,4986,6.87,6.81,4.23 +49410,0.7,Very Good,G,SI1,61.8,56.0,2106,5.7,5.76,3.54 +45588,0.57,Premium,F,VS1,59.9,59.0,1689,5.35,5.4,3.22 +33333,0.41,Good,I,VVS2,63.5,57.0,827,4.72,4.76,3.01 +29960,0.35,Ideal,J,VS2,61.4,55.0,446,4.55,4.57,2.8 +30429,0.32,Ideal,G,VVS2,61.5,57.0,730,4.39,4.43,2.71 +33862,0.3,Premium,E,VS2,61.8,58.0,844,4.36,4.31,2.68 +35454,0.32,Ideal,E,VS2,62.2,55.0,900,4.38,4.36,2.72 +17915,1.01,Very Good,G,VVS2,59.4,58.0,7234,6.51,6.53,3.93 +34897,0.33,Ideal,F,VVS1,62.6,54.0,880,4.44,4.47,2.79 +35709,0.3,Premium,D,VS2,60.7,60.0,911,4.37,4.33,2.64 +21690,1.24,Ideal,G,VVS2,61.2,56.0,9788,6.92,6.88,4.22 +44431,0.5,Good,D,VS2,64.0,56.0,1589,5.02,5.04,3.22 +22458,1.21,Ideal,G,VVS1,61.4,58.0,10483,6.85,6.89,4.22 +815,0.9,Premium,J,VS2,59.8,62.0,2863,6.24,6.21,3.72 +23039,0.33,Ideal,D,SI2,62.0,57.0,631,4.46,4.45,2.76 +6697,0.31,Ideal,G,SI2,60.5,57.0,408,4.36,4.4,2.65 +17592,1.59,Fair,I,SI2,65.2,58.0,7080,7.28,7.24,4.73 +20458,1.24,Ideal,G,VS2,62.3,57.0,8799,6.95,6.89,4.31 +6512,1.12,Premium,J,SI1,62.7,55.0,4064,6.65,6.61,4.16 +36982,0.38,Ideal,F,VVS2,60.8,58.0,963,4.69,4.72,2.86 +30947,0.32,Ideal,G,SI1,61.8,55.0,449,4.4,4.43,2.73 +180,0.71,Ideal,E,VS2,62.2,57.0,2776,5.79,5.62,3.55 +1894,0.79,Very Good,E,SI1,60.4,59.0,3077,5.97,5.99,3.61 +5591,1.17,Good,D,SI2,57.4,59.0,3866,7.02,6.95,4.01 +13047,0.26,Very Good,E,VS2,62.8,58.0,601,4.0,4.06,2.53 +32731,0.31,Ideal,F,VS2,62.6,57.0,802,4.33,4.29,2.7 +26611,2.05,Premium,G,SI2,60.1,59.0,16357,8.2,8.3,4.96 +52906,0.7,Premium,G,VS2,58.7,53.0,2586,5.86,5.83,3.43 +40587,0.41,Premium,E,VS1,59.9,58.0,1153,4.88,4.83,2.91 +24866,1.52,Premium,G,VS2,61.9,56.0,13282,7.39,7.28,4.54 +1479,0.82,Premium,H,VS1,62.3,60.0,2985,5.97,5.94,3.71 +12637,1.0,Premium,F,SI1,61.2,58.0,5292,6.44,6.4,3.93 +45723,0.55,Premium,D,SI1,61.6,56.0,1698,5.28,5.24,3.24 +53503,0.71,Ideal,H,VS1,62.8,57.0,2685,5.65,5.72,3.57 +11151,1.07,Premium,E,SI2,59.7,58.0,4943,6.66,6.68,3.98 +9719,0.3,Ideal,H,VVS2,61.5,55.0,590,4.34,4.37,2.68 +40784,0.61,Good,E,I1,63.4,57.1,1168,5.37,5.43,3.42 +39699,0.4,Ideal,H,VVS1,62.3,54.0,1088,4.77,4.74,2.96 +13610,1.02,Premium,H,VS1,62.1,59.0,5569,6.43,6.38,3.98 +32487,0.41,Premium,D,SI2,59.9,60.0,795,4.8,4.78,2.87 +45571,0.52,Very Good,E,VS2,62.5,56.0,1689,5.15,5.18,3.23 +14364,1.18,Very Good,H,SI1,63.3,55.0,5815,6.75,6.72,4.26 +2681,0.77,Very Good,D,SI1,59.9,59.0,3241,5.9,5.95,3.55 +20204,1.06,Ideal,G,VVS1,61.6,57.0,8643,6.55,6.53,4.03 +40836,0.51,Good,G,SI1,63.7,55.0,1172,5.07,5.1,3.24 +49005,0.51,Very Good,F,VVS2,62.7,56.0,2051,5.11,5.13,3.21 +26003,1.66,Very Good,G,VS2,63.2,56.0,15229,7.61,7.49,4.77 +9258,0.9,Ideal,G,VS2,62.0,57.0,4561,6.19,6.22,3.85 +10690,1.0,Fair,E,SI1,57.4,61.0,4844,6.53,6.63,3.78 +2924,1.03,Premium,I,SI1,58.4,60.0,3288,6.6,6.58,3.85 +22475,1.01,Very Good,D,VVS2,59.8,57.0,10499,6.49,6.58,3.91 +41416,0.4,Ideal,D,VS2,61.6,55.0,1226,4.75,4.79,2.94 +23528,1.31,Ideal,G,VVS2,60.9,56.0,11531,7.17,7.07,4.32 +3562,0.9,Very Good,J,VS1,62.4,58.0,3418,6.15,6.19,3.85 +2453,0.71,Ideal,H,VS2,61.9,55.0,3189,5.74,5.77,3.56 +17089,1.2,Very Good,H,VS1,63.1,55.0,6814,6.82,6.77,4.29 +25018,1.61,Ideal,G,VS2,62.2,56.0,13553,7.52,7.47,4.66 +8885,1.04,Ideal,F,SI2,62.4,56.0,4486,6.4,6.48,4.02 +43884,0.46,Ideal,G,VVS1,60.7,57.0,1453,4.98,5.03,3.04 +3194,0.77,Premium,F,VS1,62.1,60.0,3343,5.82,5.77,3.6 +11442,1.2,Premium,I,VS2,62.2,61.0,5006,6.74,6.73,4.19 +7996,0.82,Ideal,D,VS2,62.4,54.0,4327,5.99,6.02,3.75 +33495,0.32,Premium,F,VS2,62.1,59.0,828,4.41,4.35,2.72 +6676,1.01,Ideal,J,SI2,61.9,55.3,4099,6.43,6.5,4.01 +3780,1.06,Ideal,F,SI2,62.7,56.0,3461,6.52,6.47,4.07 +20464,1.6,Premium,I,SI1,60.3,59.0,8808,7.56,7.61,4.57 +34315,0.43,Very Good,D,SI2,63.3,57.0,858,4.82,4.79,3.04 +46809,0.77,Very Good,J,SI1,62.3,58.0,1807,5.86,5.89,3.66 +8757,0.91,Very Good,D,SI1,62.1,59.0,4466,6.1,6.18,3.81 +40457,0.5,Ideal,H,SI1,62.4,56.0,1140,5.07,5.09,3.17 +34483,0.43,Premium,G,VS2,60.8,59.0,867,4.86,4.91,2.97 +16992,1.01,Ideal,E,VS2,61.9,55.0,6787,6.44,6.38,3.97 +49962,0.3,Premium,E,SI2,61.6,61.0,540,4.29,4.25,2.63 +17174,1.02,Ideal,G,VS1,62.1,58.0,6857,6.4,6.45,3.99 +48348,0.7,Ideal,I,SI2,61.3,57.0,1961,5.7,5.73,3.5 +44049,0.51,Very Good,E,VS2,60.0,57.0,1549,5.15,5.19,3.1 +47380,0.54,Ideal,G,VS1,62.3,55.0,1847,5.24,5.2,3.25 +6296,0.7,Very Good,D,VVS2,62.8,60.0,4022,5.65,5.69,3.56 +41619,0.29,Very Good,E,VS1,61.7,58.0,504,4.23,4.29,2.63 +28126,0.35,Good,E,VS1,63.1,56.0,663,4.49,4.54,2.85 +18023,1.5,Very Good,H,SI2,62.0,63.0,7291,7.28,7.24,4.5 +20750,1.36,Ideal,H,SI1,61.5,56.0,8989,7.12,7.16,4.39 +43708,0.46,Premium,E,VS1,61.7,59.0,1437,4.96,4.93,3.05 +24778,1.6,Ideal,F,SI1,61.1,55.0,13140,7.55,7.58,4.62 +15570,1.01,Premium,F,VS2,61.5,58.0,6244,6.41,6.46,3.96 +46451,0.71,Premium,I,SI1,61.7,56.0,1774,5.73,5.71,3.53 +34562,0.38,Very Good,D,VS2,58.8,61.0,871,4.71,4.74,2.78 +34277,0.3,Premium,E,SI2,61.5,62.0,468,4.31,4.28,2.64 +1585,0.61,Ideal,G,VVS1,61.2,56.0,3008,5.46,5.48,3.35 +14986,1.0,Good,F,VS2,63.7,59.0,6037,6.32,6.27,4.01 +26063,1.77,Premium,E,VS2,61.6,58.0,15278,7.78,7.71,4.77 +43651,0.53,Ideal,I,VVS1,62.2,53.0,1435,5.17,5.21,3.23 +24300,1.47,Very Good,E,VS2,62.4,59.0,12547,7.13,7.2,4.47 +7744,1.24,Premium,E,SI2,60.8,57.0,4278,6.98,6.94,4.23 +50700,0.7,Good,F,VS2,63.8,60.0,2290,5.61,5.52,3.55 +33284,0.31,Very Good,D,SI2,61.8,60.0,462,4.33,4.37,2.69 +36376,0.31,Premium,F,VVS1,59.9,59.0,940,4.45,4.43,2.66 +21984,1.08,Ideal,F,VVS2,62.1,55.0,10052,6.57,6.6,4.09 +9097,1.01,Premium,I,SI1,60.8,61.0,4525,6.47,6.43,3.92 +22141,2.19,Premium,J,SI2,58.8,58.0,10179,8.57,8.53,5.03 +20404,1.2,Very Good,E,VS2,60.7,59.0,8769,6.79,6.86,4.14 +37632,0.4,Premium,D,SI1,60.8,59.0,990,4.8,4.77,2.91 +44109,0.51,Ideal,G,VS2,61.3,55.0,1557,5.16,5.19,3.17 +1535,0.77,Ideal,E,SI1,62.5,56.0,3000,5.87,5.91,3.68 +27927,0.38,Premium,J,SI1,61.3,59.0,658,4.68,4.62,2.85 +34594,0.3,Ideal,G,SI1,62.3,54.0,469,4.29,4.32,2.68 +4268,0.8,Ideal,H,VS1,62.2,56.0,3581,5.92,5.95,3.69 +13779,1.52,Premium,J,SI1,60.4,59.0,5618,7.44,7.39,4.48 +25887,1.19,Ideal,F,VVS1,61.5,55.0,15005,6.82,6.84,4.2 +6461,0.9,Premium,G,VS2,62.8,60.0,4052,6.14,6.08,3.84 +39137,0.41,Ideal,G,VS2,62.1,57.0,1061,4.78,4.72,2.95 +53921,0.7,Very Good,E,VS2,62.4,60.0,2755,5.57,5.61,3.49 +6284,1.01,Ideal,F,SI2,62.7,57.0,4017,6.43,6.37,4.01 +22801,1.52,Premium,I,VVS2,61.6,58.0,10824,7.37,7.41,4.55 +37243,0.39,Premium,E,VS2,59.7,59.0,975,4.83,4.79,2.87 +36835,0.34,Good,D,VVS1,57.4,62.0,957,4.67,4.71,2.69 +9008,0.91,Ideal,E,SI1,61.2,58.0,4513,6.24,6.3,3.84 +16580,1.21,Ideal,H,SI1,60.3,60.0,6620,6.9,6.87,4.15 +51949,0.52,Ideal,H,IF,61.4,56.0,2441,5.19,5.23,3.2 +9645,1.0,Very Good,I,VS1,63.3,55.0,4641,6.39,6.34,4.03 +3252,0.77,Ideal,F,VS1,62.5,57.0,3357,5.88,5.9,3.68 +18270,1.44,Premium,H,SI2,62.1,55.0,7419,7.25,7.2,4.49 +42489,0.52,Ideal,G,SI1,62.2,54.0,1319,5.16,5.19,3.22 +29017,0.31,Ideal,G,VVS2,61.5,56.0,687,4.38,4.4,2.7 +26057,2.13,Ideal,J,VS2,62.1,55.0,15258,8.23,8.29,5.13 +40166,0.39,Very Good,F,VVS2,58.2,62.0,1117,4.77,4.82,2.79 +45148,0.5,Premium,F,VS2,61.9,56.0,1654,5.13,5.08,3.16 +49518,0.57,Ideal,D,VS1,61.5,54.0,2122,5.36,5.38,3.3 +22232,1.25,Very Good,E,VS1,61.5,59.0,10285,6.91,6.95,4.26 +18078,1.54,Good,I,SI2,63.3,60.0,7304,7.31,7.34,4.64 +53158,0.76,Ideal,F,SI2,60.3,60.0,2624,5.86,5.89,3.54 +25452,2.0,Fair,G,SI2,66.5,56.0,14208,7.75,7.7,5.14 +34720,0.37,Premium,D,SI1,62.7,58.0,874,4.58,4.55,2.86 +11186,1.01,Premium,H,VVS1,60.5,57.0,4955,6.55,6.48,3.94 +12615,1.12,Ideal,H,SI1,62.3,56.0,5291,6.7,6.65,4.16 +36626,0.24,Very Good,E,VVS2,60.6,62.0,478,4.03,4.06,2.45 +24931,1.51,Very Good,G,VS1,62.9,58.0,13378,7.32,7.41,4.63 +18974,1.21,Ideal,H,SI1,60.9,56.0,7810,6.89,6.94,4.21 +7582,1.0,Very Good,F,SI2,61.6,62.0,4255,6.3,6.37,3.9 +3308,0.73,Ideal,E,VS1,62.3,56.0,3370,5.75,5.8,3.6 +444,0.96,Fair,E,SI2,53.1,63.0,2815,6.73,6.65,3.55 +53920,0.76,Ideal,I,VVS1,62.2,55.0,2753,5.89,5.87,3.66 +39099,0.41,Good,I,VVS2,63.9,55.0,1061,4.74,4.71,3.02 +18540,1.21,Premium,H,VS1,62.5,59.0,7555,6.8,6.74,4.23 +32387,0.42,Very Good,F,VS2,60.1,61.0,790,4.84,4.88,2.92 +20807,1.58,Very Good,G,SI2,60.0,53.0,9037,7.59,7.64,4.57 +19393,1.5,Very Good,H,SI1,62.9,56.0,8058,7.24,7.33,4.58 +49935,0.71,Very Good,I,VS2,62.8,59.0,2185,5.64,5.67,3.55 +24538,1.62,Ideal,F,SI1,62.7,56.0,12828,7.5,7.44,4.68 +42016,0.5,Ideal,I,VS1,61.0,57.0,1266,5.11,5.13,3.12 +20161,1.02,Premium,F,VVS2,60.9,59.0,8616,6.44,6.56,3.96 +35986,0.42,Ideal,G,VS1,61.3,57.0,921,4.78,4.81,2.94 +53264,0.7,Premium,G,VS1,60.6,62.0,2648,5.68,5.64,3.43 +17995,1.02,Very Good,E,SI1,63.7,55.0,7277,6.29,6.4,4.04 +48949,0.71,Ideal,J,VS2,61.5,59.0,2047,5.71,5.74,3.52 +28051,0.31,Ideal,H,VVS1,62.0,54.2,660,4.35,4.39,2.71 +18470,1.51,Good,D,SI2,61.7,65.0,7519,7.38,7.31,4.53 +50236,0.72,Ideal,F,SI2,62.4,55.0,2232,5.72,5.76,3.58 +8250,1.24,Premium,I,SI2,62.8,58.0,4375,6.88,6.79,4.28 +22563,1.29,Ideal,G,VVS2,62.4,57.0,10614,6.94,6.97,4.34 +12544,1.23,Premium,I,SI2,62.4,58.0,5269,6.86,6.82,4.27 +7146,1.01,Good,E,SI1,63.8,60.0,4179,6.31,6.36,4.04 +40738,0.34,Ideal,E,IF,61.7,56.0,1163,4.46,4.48,2.76 +23866,1.55,Very Good,F,SI1,63.1,56.0,11957,7.4,7.38,4.66 +52540,0.71,Very Good,E,SI1,63.0,58.0,2531,5.68,5.72,3.59 +19589,1.52,Premium,J,VS1,61.2,59.0,8216,7.36,7.39,4.51 +24536,1.31,Ideal,F,VS1,62.1,55.0,12825,6.97,7.0,4.34 +32191,0.35,Premium,H,VS1,61.3,59.0,788,4.57,4.54,2.79 +24060,0.26,Ideal,E,VVS1,61.7,56.0,635,4.09,4.11,2.53 +8258,1.01,Ideal,I,VS2,64.1,58.0,4378,6.27,6.21,4.0 +47658,0.32,Premium,I,SI2,60.0,58.0,530,4.48,4.45,2.68 +28678,0.24,Ideal,F,VVS1,61.8,55.0,678,4.0,4.03,2.48 +23103,1.53,Premium,H,VS1,59.4,59.0,11127,7.58,7.51,4.48 +50352,0.8,Good,G,SI2,64.2,55.0,2246,5.89,5.83,3.76 +5276,1.13,Ideal,H,SI2,60.4,56.0,3797,6.78,6.7,4.07 +322,0.71,Good,F,VS2,63.8,58.0,2801,5.64,5.61,3.59 +29879,0.3,Ideal,D,VS2,62.6,56.0,710,4.28,4.31,2.69 +20525,1.52,Premium,I,SI1,58.1,62.0,8852,7.61,7.56,4.41 +27258,2.14,Premium,G,SI2,60.4,59.0,17673,8.38,8.32,5.04 +43827,0.51,Premium,E,SI1,60.3,56.0,1443,5.27,5.17,3.15 +14207,1.31,Premium,I,VS1,61.9,56.0,5759,7.07,6.98,4.35 +9231,1.05,Premium,H,SI1,62.5,57.0,4558,6.52,6.45,4.05 +8160,1.1,Good,D,SI2,57.0,62.0,4361,6.91,6.84,3.92 +13093,1.46,Premium,G,SI2,62.8,52.0,5421,7.31,7.27,4.58 +2983,1.0,Very Good,E,I1,63.0,57.0,3300,6.32,6.35,3.99 +5656,0.9,Premium,F,SI1,62.6,60.0,3881,6.14,6.1,3.83 +14098,1.23,Premium,H,SI2,62.0,59.0,5717,6.92,6.88,4.28 +4329,1.01,Premium,F,SI2,61.3,58.0,3597,6.42,6.33,3.91 +3643,0.9,Very Good,G,SI2,64.2,60.0,3437,6.02,6.09,3.89 +28443,0.31,Ideal,G,VVS2,61.4,57.0,671,4.38,4.42,2.69 +28254,0.33,Premium,F,VS2,60.1,58.0,666,4.45,4.47,2.68 +44949,0.5,Good,D,VS2,63.3,54.0,1635,5.04,5.07,3.2 +44056,0.52,Very Good,F,VS2,63.9,57.0,1550,5.08,5.12,3.26 +21472,1.2,Ideal,G,VVS1,61.2,56.0,9570,6.89,6.86,4.21 +27672,1.42,Ideal,F,VVS1,60.8,56.0,18682,7.25,7.32,4.43 +40497,0.42,Ideal,F,VVS2,61.7,57.0,1142,4.78,4.81,2.96 +45429,0.54,Ideal,F,SI1,61.8,56.0,1669,5.22,5.23,3.23 +9118,1.01,Premium,F,SI2,61.7,60.0,4533,6.36,6.42,3.94 +3317,0.86,Premium,F,SI1,62.6,58.0,3372,6.01,6.06,3.78 +16563,1.23,Ideal,H,SI1,62.4,54.0,6617,6.83,6.89,4.28 +4254,0.91,Premium,I,VS2,62.7,58.0,3579,6.14,6.18,3.86 +11263,0.91,Premium,E,VS1,62.8,60.0,4969,6.11,6.08,3.83 +1940,0.9,Premium,E,SI2,60.7,61.0,3084,6.22,6.16,3.76 +4066,0.31,Premium,D,SI1,61.4,58.0,571,4.33,4.36,2.67 +25345,1.7,Premium,H,VS2,62.4,59.0,14058,7.63,7.54,4.73 +30770,0.36,Very Good,G,VS1,61.8,56.0,741,4.57,4.6,2.84 +38733,0.4,Ideal,G,VVS1,62.0,55.0,1043,4.74,4.78,2.95 +49246,0.51,Ideal,F,VS1,60.9,56.0,2085,5.17,5.2,3.16 +41647,0.4,Ideal,E,VVS2,62.2,56.0,1238,4.78,4.71,2.95 +6518,0.92,Ideal,F,SI2,62.0,54.0,4065,6.26,6.32,3.9 +51971,0.29,Good,F,SI1,57.4,61.0,545,4.39,4.42,2.53 +41298,0.34,Ideal,D,VVS1,61.7,57.0,1211,4.52,4.49,2.78 +10983,1.15,Ideal,H,SI1,63.0,57.0,4911,6.71,6.66,4.21 +49722,0.7,Premium,G,SI1,63.0,59.0,2150,5.64,5.6,3.54 +4939,0.98,Very Good,H,SI2,62.1,59.0,3731,6.33,6.39,3.95 +22874,1.57,Premium,G,SI1,59.5,58.0,10914,7.56,7.61,4.51 +49908,0.75,Very Good,I,SI1,59.1,58.0,2180,5.87,5.91,3.48 +45864,0.5,Very Good,D,VS1,63.1,57.0,1715,5.04,5.0,3.17 +21460,1.63,Good,I,SI1,63.7,58.0,9556,7.4,7.48,4.74 +45739,0.62,Very Good,D,SI1,62.4,58.0,1700,5.42,5.47,3.4 +16703,0.3,Very Good,H,SI1,61.6,62.0,421,4.24,4.3,2.63 +6912,0.9,Very Good,H,VS1,63.0,59.0,4136,6.1,6.13,3.85 +8240,1.03,Very Good,G,SI2,62.2,56.0,4374,6.46,6.49,4.03 +49788,0.71,Ideal,J,VVS2,60.5,58.0,2162,5.77,5.8,3.5 +18844,1.02,Very Good,G,VVS2,62.5,59.0,7724,6.34,6.42,3.99 +5207,1.0,Premium,J,SI1,62.8,59.0,3780,6.37,6.27,3.97 +11291,1.29,Very Good,F,SI2,63.4,57.0,4977,6.92,6.77,4.35 +41751,0.52,Very Good,G,SI1,59.6,62.0,1244,5.18,5.23,3.1 +4685,0.96,Fair,E,SI2,57.7,67.0,3674,6.49,6.46,3.73 +36447,0.31,Ideal,D,VS2,62.1,54.0,942,4.37,4.33,2.7 +1956,0.7,Good,D,VS2,64.1,59.0,3087,5.49,5.56,3.54 +39320,0.52,Very Good,H,SI1,61.3,60.0,1071,5.15,5.23,3.18 +3210,0.71,Premium,F,VVS1,58.1,58.0,3347,5.92,5.88,3.43 +11579,1.2,Premium,H,SI2,62.4,61.0,5040,6.81,6.78,4.24 +37401,0.46,Ideal,H,VS1,62.3,53.0,983,4.96,4.99,3.1 +47821,0.7,Very Good,J,VS1,60.9,58.0,1904,5.66,5.73,3.47 +49319,0.32,Ideal,G,SI2,62.5,55.0,540,4.4,4.37,2.74 +35526,0.32,Ideal,H,VVS1,61.3,56.0,905,4.42,4.45,2.72 +2749,0.76,Good,E,VS2,63.2,56.0,3249,5.82,5.86,3.69 +27656,2.07,Premium,F,SI2,60.7,59.0,18611,8.21,8.16,4.97 +30933,0.24,Very Good,H,VVS2,61.3,57.0,449,4.01,4.04,2.46 +5267,1.03,Good,J,VS2,63.7,56.0,3795,6.42,6.35,4.07 +26949,2.26,Ideal,J,VS2,61.1,57.0,17010,8.44,8.47,5.17 +38878,0.4,Premium,D,VS2,59.1,57.0,1050,4.87,4.81,2.86 +38470,0.52,Fair,J,VS2,65.3,56.0,1030,5.05,5.0,3.28 +44283,0.53,Ideal,H,VS1,61.6,57.0,1577,5.18,5.24,3.21 +40356,0.43,Premium,F,VS1,61.0,57.0,1129,4.89,4.84,2.97 +36581,0.34,Ideal,E,VVS1,61.0,57.0,946,4.53,4.55,2.77 +645,0.81,Very Good,F,SI2,63.2,58.0,2843,5.91,5.92,3.74 +21703,0.35,Ideal,I,VVS1,61.8,55.0,627,4.53,4.56,2.81 +31353,0.42,Ideal,H,SI1,60.9,56.0,760,4.89,4.86,2.97 +6763,1.01,Good,E,SI1,64.3,59.0,4106,6.28,6.31,4.05 +7219,1.01,Premium,H,SI1,58.2,62.0,4191,6.54,6.48,3.78 +15634,1.01,Premium,F,VS2,61.3,61.0,6271,6.38,6.34,3.9 +15990,1.01,Good,E,VS2,63.3,58.0,6399,6.35,6.38,4.03 +28029,0.3,Premium,E,VS2,62.1,58.0,658,4.29,4.31,2.67 +45190,0.51,Ideal,G,VS1,62.5,57.0,1656,5.07,5.14,3.19 +30867,0.33,Premium,G,VS2,62.0,58.0,743,4.45,4.42,2.75 +36370,0.4,Ideal,E,VS1,61.2,55.0,940,4.76,4.79,2.92 +46065,0.55,Premium,E,VS2,60.1,59.0,1735,5.36,5.29,3.2 +12176,0.92,Very Good,G,VVS2,62.3,57.0,5183,6.19,6.27,3.88 +51361,0.72,Fair,D,SI1,65.6,60.0,2364,5.62,5.54,3.66 +35282,0.3,Good,H,SI2,63.9,56.0,473,4.27,4.24,2.72 +42031,0.46,Good,E,VS2,60.9,62.0,1267,4.93,4.96,3.01 +8720,0.28,Ideal,H,IF,63.0,55.0,586,4.14,4.19,2.62 +40466,0.32,Ideal,D,VVS1,61.3,57.0,1140,4.42,4.39,2.7 +51878,0.71,Good,G,SI1,63.6,56.0,2428,5.65,5.67,3.6 +44329,0.3,Good,D,VS2,63.6,54.0,521,4.26,4.32,2.73 +17740,1.5,Very Good,I,SI1,60.2,63.0,7140,7.38,7.33,4.43 +28609,0.3,Premium,E,SI1,61.7,56.0,675,4.29,4.27,2.64 +178,0.72,Very Good,G,VS2,63.7,56.4,2776,5.62,5.69,3.61 +37603,0.23,Very Good,E,VVS2,63.7,55.0,485,3.87,3.89,2.47 +17784,1.0,Very Good,G,VVS2,60.3,62.0,7163,6.41,6.45,3.88 +10761,1.01,Fair,E,SI1,69.5,55.0,4853,6.0,5.94,4.15 +45162,0.5,Premium,D,SI1,62.1,58.0,1654,5.1,5.07,3.16 +24259,2.4,Ideal,J,SI1,62.0,57.0,12468,8.53,8.47,5.27 +36676,0.3,Ideal,D,VVS2,59.5,56.0,950,4.42,4.38,2.62 +5436,0.77,Ideal,E,SI1,61.0,56.0,3827,5.92,5.94,3.62 +36648,0.43,Very Good,E,SI1,63.1,56.0,948,4.83,4.8,3.04 +35001,0.43,Premium,E,SI2,61.8,60.0,882,4.85,4.83,2.99 +24667,1.5,Premium,G,VS1,62.4,60.0,13009,7.29,7.22,4.53 +27292,2.0,Ideal,G,VS2,62.3,57.0,17760,8.06,7.97,4.99 +35940,0.41,Very Good,D,SI1,63.1,57.0,920,4.73,4.68,2.97 +24328,1.5,Premium,E,VS2,59.4,62.0,12587,7.48,7.4,4.42 +47228,0.6,Ideal,D,SI1,62.3,57.0,1840,5.42,5.37,3.36 +37512,0.31,Ideal,F,VVS1,62.4,55.0,985,4.34,4.32,2.7 +22827,1.23,Ideal,G,VS1,61.6,57.0,10859,6.84,6.9,4.23 +12413,1.14,Very Good,E,SI2,61.5,58.0,5236,6.66,6.73,4.12 +13018,1.2,Very Good,I,SI1,60.0,60.0,5408,6.81,6.89,4.11 +19707,0.32,Premium,E,SI1,62.0,60.0,624,4.43,4.38,2.73 +38423,0.39,Premium,E,VS1,59.6,60.0,1026,4.72,4.75,2.82 +14363,1.29,Premium,J,VS2,60.5,58.0,5815,7.07,6.99,4.25 +35951,0.3,Ideal,F,SI1,61.4,55.0,475,4.34,4.36,2.67 +49013,0.62,Ideal,H,VVS2,62.0,56.0,2052,5.46,5.48,3.39 +25513,1.58,Very Good,F,VS2,59.9,61.0,14308,7.5,7.6,4.52 +5663,0.9,Ideal,F,SI2,62.4,57.0,3881,6.23,6.15,3.86 +26070,2.03,Ideal,I,SI1,62.9,57.0,15291,8.06,8.02,5.06 +13473,1.01,Very Good,D,SI1,59.7,57.0,5533,6.53,6.56,3.91 +33641,0.38,Premium,G,VS1,61.9,58.0,833,4.62,4.66,2.87 +1424,0.91,Fair,F,SI1,64.9,57.0,2971,6.13,6.08,3.96 +51232,0.56,Ideal,E,VS1,60.0,55.0,2352,5.43,5.4,3.25 +6308,1.01,Very Good,H,SI2,63.9,56.0,4023,6.29,6.38,4.05 +45016,0.54,Ideal,G,VS2,60.7,56.0,1637,5.29,5.25,3.2 +22534,1.7,Premium,G,SI2,62.5,58.0,10574,7.53,7.6,4.73 +47563,0.51,Premium,G,VVS2,61.7,58.0,1875,5.11,5.14,3.16 +48681,0.51,Ideal,G,VVS1,62.3,55.0,2005,5.1,5.14,3.19 +38636,0.31,Premium,I,VS1,60.8,59.0,489,4.37,4.41,2.67 +42149,0.5,Premium,F,SI1,59.6,60.0,1282,5.12,5.15,3.06 +51440,0.81,Ideal,H,SI2,61.4,57.0,2375,6.0,5.96,3.67 +35843,0.34,Very Good,G,IF,59.4,56.0,917,4.59,4.63,2.74 +7660,1.21,Premium,J,SI1,62.6,58.0,4269,6.74,6.71,4.21 +35160,0.32,Premium,G,IF,61.0,59.0,891,4.38,4.41,2.68 +33236,0.42,Ideal,H,VVS2,62.0,57.0,823,4.79,4.82,2.98 +28700,0.43,Very Good,F,SI2,60.5,59.0,679,4.88,4.91,2.96 +51441,0.74,Ideal,H,SI1,62.1,56.0,2375,5.86,5.84,3.63 +12578,1.2,Premium,H,SI2,62.5,58.0,5280,6.76,6.81,4.24 +21480,1.52,Premium,E,SI2,62.9,59.0,9576,7.31,7.26,4.58 +9065,1.0,Fair,E,SI2,63.0,58.0,4516,6.35,6.26,3.97 +53106,0.57,Ideal,E,VVS2,61.9,54.3,2615,5.31,5.33,3.29 +42086,0.42,Ideal,H,IF,61.7,55.0,1273,4.84,4.82,2.98 +43136,0.58,Very Good,G,SI1,62.9,57.0,1388,5.3,5.35,3.35 +41296,0.34,Ideal,D,VVS1,62.4,55.0,1211,4.49,4.45,2.79 +20868,1.27,Premium,E,VS2,61.2,59.0,9086,7.02,6.97,4.28 +5195,1.06,Ideal,I,SI2,61.4,57.0,3777,6.57,6.63,4.05 +13951,1.28,Ideal,H,SI2,61.8,57.0,5676,7.0,6.97,4.32 +3216,1.01,Premium,G,I1,59.4,61.0,3348,6.51,6.45,3.85 +30212,0.33,Ideal,E,VS2,60.3,57.0,723,4.51,4.54,2.73 +51539,0.71,Ideal,G,SI1,62.2,56.0,2386,5.75,5.69,3.56 +53884,0.7,Very Good,G,VS1,61.4,55.0,2748,5.7,5.74,3.51 +5604,0.9,Ideal,D,SI2,62.3,57.0,3871,6.17,6.23,3.86 +27610,2.1,Very Good,H,SI1,62.9,57.0,18480,8.12,8.19,5.13 +44899,0.5,Very Good,E,VS2,63.2,56.0,1629,5.06,5.03,3.19 +5702,0.3,Premium,D,SI2,62.9,58.0,574,4.29,4.26,2.69 +12663,1.01,Premium,E,SI1,59.5,60.0,5301,6.54,6.46,3.87 +22441,2.46,Premium,E,SI2,59.7,59.0,10470,8.82,8.76,5.25 +43200,0.53,Very Good,E,SI1,61.6,58.0,1395,5.19,5.23,3.21 +51166,0.51,Premium,F,VS1,60.2,58.0,2346,5.25,5.21,3.15 +51316,0.31,Ideal,G,VS2,62.4,55.0,544,4.3,4.32,2.69 +15042,0.3,Ideal,G,VS1,61.9,56.0,605,4.29,4.34,2.67 +22573,1.52,Fair,G,VS2,55.2,66.0,10623,7.72,7.67,4.26 +26424,2.05,Very Good,H,SI2,62.4,58.0,15949,8.1,8.15,5.07 +18010,1.22,Premium,H,VS1,58.9,59.0,7283,7.02,6.96,4.12 +45816,0.52,Ideal,E,VS2,61.3,55.0,1712,5.18,5.2,3.18 +15055,0.3,Very Good,F,VS2,62.8,58.0,605,4.25,4.28,2.68 +2411,0.81,Good,D,SI1,63.9,58.0,3179,5.9,5.85,3.75 +36128,0.34,Premium,F,VVS2,59.6,60.0,928,4.59,4.54,2.72 +41882,0.56,Good,D,SI2,63.2,54.0,1258,5.24,5.26,3.32 +9276,1.01,Very Good,D,SI2,59.7,58.0,4564,6.55,6.61,3.93 +52443,0.72,Ideal,D,SI2,61.1,58.0,2514,5.76,5.79,3.53 +23971,2.01,Premium,J,SI2,62.4,59.0,12105,8.05,8.1,5.04 +39264,0.38,Premium,G,VS1,61.0,58.0,1069,4.71,4.67,2.86 +52561,0.7,Ideal,H,VVS2,61.5,56.0,2536,5.74,5.71,3.52 +15280,1.5,Premium,I,SI2,62.9,57.0,6132,7.28,7.26,4.57 +14839,1.2,Premium,G,VS1,62.9,59.0,5975,6.75,6.69,4.23 +21822,1.5,Good,G,SI1,60.2,61.0,9892,7.27,7.32,4.39 +39447,0.41,Premium,G,VS1,58.9,60.0,1076,4.87,4.84,2.86 +3021,0.73,Ideal,G,VS2,60.9,57.0,3307,5.8,5.86,3.55 +8553,1.01,Ideal,E,SI2,62.8,57.0,4434,6.38,6.35,4.0 +11504,0.71,Ideal,F,VVS1,61.4,56.0,5019,5.75,5.78,3.54 +48257,0.58,Ideal,F,VS1,61.4,56.0,1953,5.38,5.4,3.31 +3946,0.71,Ideal,D,SI1,61.8,56.0,3502,5.72,5.76,3.54 +3151,0.92,Ideal,J,VS1,62.4,56.0,3332,6.23,6.19,3.88 +11234,1.13,Premium,I,VS2,62.4,59.0,4964,6.63,6.58,4.12 +47874,0.52,Ideal,G,VVS2,61.5,56.0,1911,5.18,5.2,3.19 +1718,0.32,Very Good,G,VS2,60.2,57.0,561,4.42,4.45,2.67 +48226,0.57,Ideal,E,VS2,61.9,57.0,1949,5.31,5.29,3.28 +48501,0.71,Very Good,J,VS1,63.3,55.0,1981,5.66,5.62,3.57 +15708,0.24,Very Good,E,VVS2,62.4,54.0,608,3.96,3.99,2.48 +10890,1.0,Good,G,SI1,64.4,54.0,4882,6.29,6.32,4.06 +8248,1.04,Very Good,G,SI2,62.6,58.0,4375,6.42,6.49,4.04 +34126,0.35,Premium,E,VS2,61.4,58.0,853,4.55,4.51,2.78 +1712,0.32,Premium,G,VS2,60.5,58.0,561,4.41,4.42,2.67 +29002,0.34,Ideal,F,VS2,61.6,57.0,686,4.47,4.53,2.77 +18917,1.52,Premium,H,SI2,62.0,58.0,7764,7.37,7.34,4.56 +29079,0.23,Premium,D,VVS2,58.9,60.0,688,4.03,3.95,2.35 +50611,0.27,Ideal,H,VS2,60.5,57.0,397,4.17,4.19,2.53 +21508,1.55,Premium,G,SI1,59.8,59.0,9600,7.47,7.45,4.46 +30239,0.33,Ideal,E,VS2,61.6,57.0,723,4.44,4.46,2.74 +5426,1.06,Premium,J,SI2,62.0,58.0,3823,6.53,6.45,4.04 +2911,0.89,Good,E,SI2,61.6,60.9,3284,6.13,6.24,3.82 +25615,1.51,Ideal,G,VS2,62.1,55.0,14482,7.38,7.33,4.56 +32460,0.36,Ideal,G,VVS2,61.5,55.0,794,4.58,4.62,2.83 +6164,1.0,Good,H,SI2,63.2,60.0,3991,6.27,6.33,3.98 +38011,0.31,Very Good,D,VVS2,60.5,56.0,1009,4.38,4.41,2.66 +14641,1.38,Premium,J,SI1,59.0,59.0,5912,7.38,7.32,4.34 +9565,0.98,Premium,H,VS2,59.9,60.0,4623,6.45,6.38,3.84 +11621,1.03,Very Good,H,SI1,60.4,60.0,5050,6.41,6.53,3.91 +33121,0.31,Premium,E,VVS2,61.9,58.0,816,4.35,4.38,2.7 +41212,0.53,Premium,G,SI1,62.1,62.0,1206,5.15,5.13,3.19 +18171,1.01,Premium,G,VVS2,59.4,58.0,7366,6.53,6.51,3.93 +77,0.26,Very Good,E,VVS2,59.9,58.0,554,4.15,4.23,2.51 +47664,0.23,Good,E,VVS2,63.3,56.0,530,3.88,3.92,2.47 +38197,0.5,Good,D,SI2,58.5,64.0,1015,5.2,5.12,3.02 +30626,0.28,Ideal,I,VS1,62.5,54.0,448,4.18,4.23,2.63 +49927,0.7,Premium,H,SI2,60.2,61.0,2184,5.76,5.66,3.44 +41085,0.41,Ideal,F,VVS2,61.4,56.0,1192,4.81,4.76,2.94 +8090,1.07,Very Good,G,SI2,64.6,60.0,4340,6.35,6.4,4.12 +40359,0.43,Premium,D,VS2,60.7,58.0,1129,4.88,4.84,2.95 +9297,1.02,Premium,F,SI2,62.5,57.0,4570,6.47,6.43,4.03 +30921,0.34,Ideal,F,VS1,62.1,57.0,745,4.49,4.53,2.8 +12531,1.21,Premium,J,SI1,62.2,57.0,5266,6.84,6.76,4.23 +9978,1.2,Good,H,SI2,64.1,57.0,4704,6.68,6.65,4.27 +10085,1.2,Very Good,G,SI2,61.2,59.0,4712,6.78,6.84,4.17 +35540,0.34,Ideal,F,VVS1,61.4,55.0,906,4.53,4.56,2.79 +40042,0.54,Ideal,E,SI2,62.7,57.0,1111,5.2,5.23,3.27 +16225,1.05,Very Good,G,VS2,62.8,57.0,6486,6.45,6.49,4.06 +12823,1.02,Premium,G,VS2,61.5,59.0,5346,6.45,6.4,3.95 +38209,0.43,Premium,F,SI1,60.5,60.0,1016,4.88,4.84,2.94 +26090,1.54,Premium,E,VS2,60.8,58.0,15323,7.44,7.39,4.51 +5692,1.01,Good,H,SI2,63.9,58.0,3888,6.32,6.35,4.05 +6810,1.02,Ideal,I,SI2,61.8,57.0,4118,6.44,6.46,3.99 +53313,0.72,Ideal,I,VS2,61.7,56.0,2650,5.73,5.78,3.55 +45238,0.52,Very Good,H,VS1,61.7,55.0,1659,5.15,5.17,3.19 +5328,1.0,Premium,G,SI2,61.8,58.0,3808,6.44,6.4,3.97 +10674,1.14,Very Good,I,SI1,62.6,55.0,4840,6.66,6.72,4.19 +8782,1.0,Premium,H,SI1,61.2,62.0,4469,6.36,6.32,3.88 +41039,0.41,Ideal,E,VVS2,62.0,56.0,1187,4.72,4.76,2.94 +30089,0.32,Ideal,H,VS1,61.8,55.0,720,4.42,4.41,2.73 +52016,0.73,Very Good,F,SI1,62.5,56.0,2445,5.69,5.73,3.57 +4515,0.94,Very Good,D,SI2,62.0,57.0,3634,6.28,6.34,3.91 +11440,1.15,Good,H,SI1,60.2,61.0,5005,6.74,6.84,4.09 +25758,1.51,Premium,E,VS2,62.2,59.0,14709,7.36,7.4,4.59 +14948,1.01,Ideal,G,VS2,60.8,59.0,6019,6.52,6.5,3.96 +2979,0.71,Ideal,D,VS2,61.5,55.0,3299,5.75,5.79,3.55 +40260,0.4,Premium,H,VVS2,60.6,60.0,1125,4.79,4.75,2.89 +8242,0.93,Ideal,E,SI1,62.2,55.0,4374,6.24,6.27,3.89 +41760,0.43,Very Good,E,VVS2,60.8,57.0,1245,4.89,4.92,2.98 +47009,0.56,Ideal,E,VS2,61.9,55.0,1819,5.29,5.34,3.29 +25899,1.24,Ideal,F,VVS1,61.2,55.0,15026,6.94,6.98,4.26 +33701,0.3,Ideal,E,VVS1,61.5,58.0,838,4.28,4.31,2.64 +12573,0.9,Very Good,F,VS1,62.5,58.0,5279,6.12,6.17,3.84 +50675,0.7,Ideal,I,SI1,62.8,56.0,2287,5.64,5.67,3.55 +32828,0.33,Very Good,G,VVS2,59.7,59.0,806,4.48,4.53,2.69 +10468,1.21,Very Good,I,SI2,62.1,59.0,4791,6.8,6.86,4.24 +44123,0.5,Very Good,E,VS2,62.8,60.0,1559,5.02,5.08,3.17 +31429,0.3,Ideal,H,IF,61.8,57.0,764,4.31,4.36,2.68 +21650,1.51,Good,G,VS2,63.7,57.0,9741,7.21,7.18,4.58 +30838,0.33,Premium,H,VS1,59.5,59.0,743,4.53,4.48,2.68 +14576,1.03,Very Good,I,SI2,63.5,58.0,5884,6.38,6.4,4.06 +28841,0.41,Ideal,D,SI2,62.7,55.0,683,4.72,4.75,2.97 +13003,2.14,Fair,J,I1,69.4,57.0,5405,7.74,7.7,5.36 +41611,0.27,Very Good,G,VVS2,62.4,56.0,504,4.13,4.16,2.58 +4843,0.86,Ideal,D,SI1,62.8,56.0,3709,6.05,6.08,3.81 +42764,0.54,Very Good,F,SI1,61.2,55.0,1346,5.23,5.29,3.22 +23728,0.25,Very Good,E,IF,61.3,56.0,633,4.1,4.13,2.53 +20014,0.32,Very Good,I,SI1,59.9,61.0,421,4.44,4.47,2.67 +34907,0.34,Premium,H,VVS2,62.7,59.0,880,4.47,4.43,2.79 +1197,0.9,Good,H,SI2,62.7,64.0,2934,6.0,6.09,3.79 +52476,0.73,Premium,D,SI2,62.4,58.0,2519,5.72,5.67,3.56 +10517,0.91,Ideal,F,SI1,62.0,57.0,4801,6.22,6.24,3.86 +1869,0.8,Very Good,E,SI2,62.6,59.0,3070,5.84,5.91,3.68 +38930,0.36,Very Good,E,IF,59.5,57.0,1053,4.68,4.73,2.8 +40439,0.52,Good,D,SI2,61.8,58.0,1138,5.17,5.21,3.21 +26866,1.62,Ideal,F,VS1,61.3,56.0,16790,7.54,7.63,4.65 +30592,0.31,Ideal,D,VS2,62.1,56.0,734,4.34,4.35,2.7 +23165,1.5,Good,E,SI1,58.9,61.0,11179,7.43,7.5,4.4 +18275,1.09,Premium,G,VS1,60.2,61.0,7422,6.71,6.64,4.02 +43165,0.42,Ideal,D,VVS2,62.1,55.0,1389,4.81,4.79,2.98 +25759,1.51,Premium,E,VS2,60.7,60.0,14709,7.37,7.46,4.5 +38717,0.42,Good,E,VVS2,61.9,61.0,1042,4.72,4.78,2.94 +31745,0.4,Ideal,D,SI1,60.8,57.0,772,4.77,4.81,2.91 +35258,0.34,Ideal,G,VVS1,62.1,57.0,895,4.45,4.47,2.77 +53482,0.9,Premium,F,SI2,58.5,60.0,2681,6.3,6.25,3.67 +12608,1.21,Good,I,VS2,63.4,57.0,5290,6.72,6.79,4.28 +33876,0.3,Ideal,E,VS2,61.7,55.0,844,4.32,4.3,2.66 +14161,1.08,Ideal,H,VS2,61.9,54.0,5745,6.61,6.64,4.1 +52210,0.8,Very Good,H,SI2,62.7,56.0,2481,5.83,5.91,3.68 +10165,1.0,Premium,D,SI2,62.4,58.0,4730,6.33,6.36,3.96 +31005,0.45,Ideal,I,VS2,61.3,55.0,748,4.92,4.96,3.03 +32163,0.47,Ideal,H,SI1,61.1,55.0,787,5.04,5.07,3.09 +21544,1.5,Very Good,G,SI1,61.5,59.0,9645,7.31,7.39,4.52 +43917,0.36,Ideal,J,VS1,61.7,53.7,513,4.58,4.62,2.84 +44681,0.53,Ideal,D,VS2,60.2,55.0,1610,5.26,5.3,3.18 +33079,0.42,Premium,E,SI2,58.5,60.0,814,4.94,4.91,2.88 +46129,0.51,Ideal,F,VS1,62.1,56.0,1744,5.13,5.15,3.19 +13890,1.01,Very Good,D,SI1,63.2,58.0,5654,6.28,6.34,3.99 +53291,0.3,Premium,D,SI1,62.3,58.0,552,4.28,4.32,2.68 +18903,1.42,Premium,F,SI2,59.7,57.0,7755,7.33,7.3,4.37 +47677,0.51,Ideal,D,VS2,62.3,55.0,1882,5.19,5.12,3.21 +19298,1.22,Ideal,H,VVS2,62.2,56.0,8014,6.83,6.87,4.26 +24461,1.7,Good,H,VS2,62.5,59.0,12723,7.48,7.58,4.71 +6346,1.01,Good,E,SI1,64.2,56.0,4032,6.31,6.27,4.04 +16401,1.43,Ideal,J,SI1,62.1,58.0,6546,7.23,7.16,4.47 +34282,0.32,Good,D,I1,64.0,54.0,468,4.36,4.33,2.78 +33980,0.38,Very Good,D,VS2,61.0,58.0,847,4.7,4.75,2.88 +31818,0.36,Ideal,F,VS1,60.7,59.0,775,4.59,4.61,2.79 +33055,0.3,Ideal,F,VVS1,61.9,58.0,814,4.26,4.3,2.65 +14451,1.33,Premium,I,SI2,62.4,58.0,5832,7.04,7.02,4.39 +26244,1.2,Premium,D,VVS1,62.1,59.0,15686,0.0,0.0,0.0 +27210,2.36,Ideal,J,VS2,60.1,59.0,17534,8.64,8.69,5.21 +190,0.71,Good,F,VS2,63.8,58.0,2777,5.61,5.64,3.59 +50945,0.8,Very Good,J,VS1,63.4,56.0,2321,5.9,5.87,3.73 +49830,0.7,Premium,D,SI2,58.3,61.0,2167,5.74,5.7,3.33 +25051,1.63,Very Good,E,VS2,61.8,58.0,13555,7.49,7.57,4.65 +33754,0.31,Ideal,F,VVS1,62.0,54.0,840,4.34,4.37,2.7 +18959,1.19,Premium,G,VS1,61.2,55.0,7797,6.86,6.81,4.18 +17193,1.18,Very Good,I,IF,63.3,58.0,6867,6.69,6.73,4.25 +53369,0.53,Ideal,F,IF,61.3,57.0,2658,5.19,5.21,3.19 +1057,0.25,Premium,E,VS1,61.5,60.0,558,4.04,4.02,2.48 +39009,0.4,Ideal,E,VVS2,61.5,55.0,1056,4.79,4.77,2.94 +44879,0.5,Premium,G,VS1,58.9,59.0,1629,5.21,5.15,3.05 +49229,0.75,Very Good,J,SI1,62.4,56.0,2083,5.78,5.82,3.62 +31919,0.3,Good,G,VS1,63.8,55.0,776,4.28,4.25,2.72 +47988,0.25,Very Good,D,VVS1,63.8,54.0,533,3.94,3.99,2.53 +19767,1.2,Ideal,F,VS2,62.3,55.0,8334,6.79,6.83,4.24 +21816,1.34,Ideal,G,VS1,62.7,57.0,9890,7.04,7.1,4.43 +35141,0.39,Premium,E,VS2,62.5,60.0,889,4.64,4.67,2.91 +28714,0.23,Premium,E,VVS1,58.6,61.0,680,4.04,4.02,2.36 +21295,1.5,Premium,E,SI2,61.0,58.0,9450,7.35,7.3,4.47 +12244,0.92,Very Good,D,VS1,60.6,61.0,5202,6.21,6.29,3.79 +9662,1.01,Ideal,H,SI1,62.4,53.0,4642,6.47,6.42,4.02 +34820,0.3,Premium,H,VVS1,62.3,58.0,878,4.32,4.29,2.68 +1279,0.71,Premium,D,VS2,62.1,60.0,2950,5.72,5.68,3.54 +15098,1.26,Premium,I,SI1,62.0,58.0,6068,6.9,6.87,4.27 +52682,0.76,Ideal,I,VS2,61.8,58.0,2551,5.84,5.87,3.62 +49338,0.57,Ideal,G,VVS2,61.7,54.0,2095,5.32,5.41,3.31 +36721,0.41,Very Good,E,VS1,63.2,59.0,954,4.71,4.75,2.99 +29470,0.4,Very Good,G,SI1,62.7,59.0,702,4.67,4.71,2.94 +36586,0.33,Ideal,G,IF,61.9,55.0,946,4.44,4.45,2.75 +13121,0.91,Fair,E,VVS2,63.1,55.0,5430,6.13,6.0,3.83 +51633,0.31,Very Good,E,SI1,60.1,61.0,544,4.35,4.4,2.63 +34372,0.41,Ideal,F,VS2,60.0,56.0,863,4.82,4.88,2.91 +45458,0.7,Good,I,SI2,63.5,56.0,1675,5.59,5.63,3.56 +41505,0.43,Premium,D,VS2,60.0,59.0,1234,4.93,4.91,2.95 +1788,0.76,Ideal,H,SI1,61.4,55.0,3050,5.82,5.9,3.6 +4,0.29,Premium,I,VS2,62.4,58.0,334,4.2,4.23,2.63 +40509,0.56,Very Good,H,SI2,59.5,57.0,1144,5.4,5.43,3.22 +42196,0.59,Very Good,J,VS2,61.9,58.0,1287,5.35,5.38,3.32 +43579,0.41,Premium,E,VVS1,62.2,58.0,1431,4.77,4.75,2.96 +19150,1.55,Premium,J,VS2,60.7,59.0,7911,7.47,7.5,4.54 +36261,0.37,Ideal,G,VVS1,61.4,55.0,936,4.67,4.71,2.88 +20505,1.51,Very Good,I,VS2,62.3,60.0,8836,7.29,7.35,4.56 +6955,1.0,Premium,H,SI1,61.7,59.0,4144,6.41,6.36,3.94 +40158,0.35,Ideal,G,IF,61.8,55.0,1116,4.56,4.54,2.81 +28849,0.41,Premium,H,SI1,62.0,59.0,683,4.78,4.8,2.97 +21751,1.63,Ideal,J,VS1,61.8,56.0,9819,7.53,7.58,4.67 +20781,1.52,Premium,J,VS1,62.5,58.0,9014,7.37,7.34,4.6 +14574,1.03,Premium,H,VS1,62.4,60.0,5883,6.48,6.43,4.03 +43007,0.52,Very Good,E,SI1,62.8,57.0,1369,5.09,5.13,3.21 +11717,0.34,Ideal,G,VS2,62.0,56.0,596,4.47,4.5,2.78 +971,0.71,Ideal,G,VVS2,61.5,57.0,2893,5.73,5.75,3.53 +1914,0.75,Ideal,F,VS2,62.1,57.0,3081,5.8,5.82,3.61 +9843,1.02,Ideal,E,SI1,61.1,56.0,4675,6.51,6.45,3.96 +18911,1.12,Premium,F,VS1,61.8,59.0,7761,6.65,6.75,4.14 +46925,0.52,Premium,G,VS1,61.1,58.0,1815,5.19,5.16,3.16 +39062,0.47,Very Good,F,SI2,63.3,59.0,1058,4.9,4.86,3.09 +19998,1.05,Very Good,F,VVS2,61.3,59.0,8537,6.48,6.56,4.0 +768,0.73,Ideal,D,SI1,61.5,56.0,2858,5.84,5.8,3.58 +49614,0.66,Good,F,VS2,64.1,56.0,2138,5.5,5.46,3.51 +7077,0.33,Premium,E,SI1,62.2,59.0,579,4.41,4.43,2.75 +13785,1.03,Very Good,H,VS2,59.9,59.0,5620,6.5,6.52,3.9 +23053,1.69,Ideal,I,VS2,61.7,56.0,11086,7.65,7.71,4.74 +41739,0.41,Ideal,E,VVS2,60.9,56.0,1243,4.81,4.75,2.91 +26360,0.32,Premium,G,VS1,60.6,60.0,645,4.4,4.44,2.68 +3717,0.82,Ideal,F,VS2,61.9,57.0,3453,5.99,5.96,3.7 +21348,1.0,Very Good,F,VVS1,61.7,57.0,9492,6.39,6.41,3.95 +18732,1.51,Ideal,J,VS2,62.4,57.0,7651,7.35,7.3,4.57 +22702,0.3,Fair,E,SI1,64.5,49.0,630,4.28,4.25,2.75 +43407,0.53,Ideal,H,VS2,62.4,56.0,1412,5.18,5.17,3.23 +19280,1.0,Very Good,G,IF,58.3,62.0,8002,6.51,6.57,3.81 +28327,0.33,Premium,G,VS1,61.9,58.0,666,4.43,4.46,2.75 +46196,0.5,Ideal,F,VS2,60.9,57.0,1749,5.14,5.16,3.14 +26439,2.01,Good,G,SI2,63.6,59.0,15977,8.0,7.95,5.07 +7122,0.6,Ideal,D,VVS1,62.5,55.0,4172,5.4,5.42,3.38 +33688,0.41,Very Good,D,SI1,63.0,59.0,838,4.73,4.76,2.99 +24548,2.02,Ideal,J,VS2,62.0,56.0,12832,8.06,8.13,5.02 +4392,0.31,Very Good,I,VVS1,62.8,55.0,571,4.33,4.36,2.73 +17855,1.47,Premium,J,VS2,61.5,58.0,7203,7.31,7.29,4.49 +3875,0.83,Premium,E,SI1,60.7,58.0,3482,6.06,6.09,3.69 +31705,0.36,Ideal,F,SI1,62.0,56.0,770,4.59,4.54,2.83 +3038,0.3,Good,G,VS1,63.5,58.0,565,4.21,4.26,2.69 +29925,0.31,Ideal,D,VS1,61.6,55.0,713,4.3,4.33,2.66 +52297,0.25,Very Good,E,VVS1,57.7,62.0,548,4.16,4.19,2.41 +46891,0.7,Fair,I,VS2,66.1,56.0,1814,5.53,5.48,3.64 +13288,1.0,Premium,D,SI1,61.5,60.0,5488,6.38,6.34,3.91 +40806,0.63,Premium,E,SI2,58.9,59.0,1169,5.64,5.6,3.31 +22933,1.52,Ideal,I,VVS1,61.9,56.0,10968,7.34,7.37,4.55 +29618,0.36,Ideal,I,SI2,62.1,54.0,439,4.56,4.58,2.84 +50817,0.76,Ideal,J,VS1,61.9,54.0,2307,5.88,5.84,3.63 +22726,1.13,Ideal,F,VVS2,62.1,54.0,10742,6.67,6.71,4.16 +48448,0.7,Premium,H,SI2,61.0,59.0,1974,5.76,5.71,3.5 +42773,0.44,Ideal,G,IF,62.2,54.0,1348,4.89,4.92,3.05 +2942,1.0,Very Good,J,SI2,62.8,63.0,3293,6.26,6.19,3.19 +19898,1.21,Premium,H,IF,62.2,58.0,8446,6.83,6.8,4.24 +37174,0.32,Ideal,D,VS2,61.3,56.0,972,4.41,4.37,2.69 +2213,1.0,Fair,G,SI2,68.3,54.0,3142,6.21,6.12,4.2 +2518,0.73,Ideal,E,VS2,62.4,57.0,3201,5.75,5.79,3.6 +22745,1.3,Premium,G,VVS2,60.2,58.0,10763,7.17,7.08,4.29 +42345,0.5,Good,E,VS2,64.1,58.0,1299,5.01,5.03,3.22 +39229,0.32,Ideal,D,VVS1,61.7,55.0,1067,4.41,4.44,2.73 +35544,0.35,Ideal,F,VS2,62.1,57.0,906,4.55,4.53,2.82 +11428,1.01,Very Good,E,SI1,63.1,60.0,5002,6.37,6.34,4.01 +7721,0.26,Ideal,F,VS1,60.9,57.0,580,4.13,4.11,2.51 +19880,1.12,Ideal,D,VS2,62.0,55.0,8430,6.66,6.63,4.12 +27339,2.01,Ideal,H,SI1,61.9,60.0,17892,8.09,8.07,5.0 +46541,0.51,Ideal,E,VS2,61.4,57.0,1781,5.16,5.13,3.16 +3716,0.73,Ideal,E,SI1,61.5,56.0,3453,5.79,5.82,3.57 +911,0.71,Ideal,I,VS2,61.5,55.0,2878,5.76,5.78,3.55 +31007,0.29,Ideal,F,IF,61.9,56.0,748,4.27,4.3,2.65 +43484,0.47,Ideal,G,VVS1,61.6,56.0,1421,4.99,5.05,3.09 +41504,0.51,Fair,H,VS1,55.5,64.0,1234,5.44,5.4,3.01 +44367,0.58,Ideal,I,VVS1,62.3,53.0,1580,5.38,5.4,3.36 +38485,0.42,Ideal,G,VVS2,60.7,55.0,1031,4.86,4.89,2.96 +13795,1.23,Premium,I,VS2,61.7,58.0,5622,6.87,6.85,4.23 +7202,1.04,Very Good,I,SI1,64.1,57.0,4190,6.35,6.38,4.08 +29919,0.33,Ideal,H,VVS1,61.8,55.0,713,4.42,4.44,2.74 +10814,1.01,Fair,G,VS1,66.8,61.0,4864,6.15,6.06,4.08 +37123,0.42,Ideal,D,SI1,63.0,55.0,970,4.79,4.76,3.01 +39091,0.31,Ideal,F,IF,61.4,56.0,1061,4.38,4.41,2.7 +50788,0.56,Very Good,E,VVS2,60.3,57.0,2304,5.33,5.37,3.23 +22398,1.56,Premium,H,VS2,62.2,58.0,10424,7.41,7.44,4.62 +22938,1.54,Premium,H,VS2,61.0,60.0,10977,7.42,7.46,4.54 +47961,0.51,Ideal,G,VVS1,61.9,53.0,1919,5.14,5.2,3.2 +581,0.9,Very Good,J,SI1,63.4,54.0,2834,6.17,6.14,3.9 +23813,1.51,Premium,E,SI1,63.0,58.0,11873,7.33,7.27,4.6 +45713,0.56,Premium,G,VS2,62.5,57.0,1698,5.28,5.25,3.29 +25244,1.5,Fair,F,VS2,65.3,57.0,13853,7.15,7.12,4.66 +15247,1.04,Premium,G,VS2,60.0,58.0,6122,6.62,6.54,3.95 +12392,1.01,Premium,G,SI1,60.2,59.0,5232,6.54,6.49,3.92 +28913,0.3,Ideal,G,VVS2,61.1,57.0,684,4.32,4.35,2.65 +33116,0.34,Ideal,E,VS2,59.8,56.0,816,4.55,4.54,2.72 +51830,0.7,Ideal,F,SI2,61.4,55.0,2421,5.73,5.77,3.53 +46308,0.3,Very Good,H,VS1,62.9,57.0,526,4.26,4.29,2.69 +15639,1.01,Premium,F,VS2,60.4,59.0,6271,6.52,6.46,3.92 +51230,0.72,Premium,G,SI1,62.8,60.0,2352,5.78,5.68,3.6 +47483,0.58,Premium,E,VS2,59.4,60.0,1862,5.47,5.43,3.24 +47504,0.58,Ideal,F,VS1,61.9,54.0,1865,5.37,5.33,3.31 +30680,0.35,Ideal,I,IF,62.5,55.0,737,4.52,4.54,2.83 +25172,1.7,Ideal,H,VS2,62.2,57.0,13756,7.67,7.63,4.76 +48755,0.7,Good,G,SI1,64.0,55.0,2016,5.62,5.59,3.59 +23215,2.34,Ideal,H,I1,62.4,55.0,11221,8.51,8.44,5.29 +19953,1.53,Ideal,H,SI2,61.9,57.0,8499,7.42,7.34,4.57 +49750,0.62,Ideal,E,SI1,60.7,56.0,2156,5.54,5.57,3.37 +1759,0.71,Very Good,F,VS1,62.2,55.0,3045,5.68,5.74,3.56 +17311,1.01,Very Good,G,VS1,63.1,57.0,6936,6.32,6.39,4.01 +41097,0.57,Ideal,G,SI2,61.6,54.0,1193,5.35,5.37,3.3 +37860,0.44,Premium,E,VS2,60.4,59.0,1003,4.9,4.93,2.97 +43511,0.52,Very Good,G,VS2,62.6,58.0,1423,5.08,5.11,3.19 +24782,1.52,Ideal,G,VS2,61.5,56.0,13153,7.38,7.45,4.56 +3936,0.9,Very Good,H,SI1,63.3,58.0,3500,6.04,6.13,3.85 +46270,0.54,Ideal,E,VS2,61.7,55.0,1754,5.24,5.27,3.24 +19120,1.0,Ideal,G,VVS2,60.8,57.0,7885,6.47,6.45,3.93 +51005,0.76,Good,I,SI1,64.3,60.0,2326,5.69,5.64,3.64 +7672,1.0,Very Good,H,SI2,59.7,58.0,4273,6.48,6.55,3.89 +9579,1.08,Premium,G,SI2,62.2,56.0,4627,6.62,6.54,4.09 +35738,0.3,Ideal,D,VS2,62.6,56.0,911,4.31,4.28,2.69 +20319,1.22,Ideal,F,VS2,62.6,56.0,8733,6.8,6.78,4.25 +1152,0.87,Ideal,H,SI1,62.5,57.0,2923,6.13,6.06,3.81 +44454,0.53,Good,G,VS1,63.8,56.0,1591,5.17,5.11,3.28 +72,0.3,Very Good,H,SI1,63.1,56.0,554,4.29,4.27,2.7 +37690,0.43,Premium,D,SI1,61.2,60.0,993,4.84,4.8,2.95 +44842,0.42,Ideal,H,VVS1,61.3,56.0,1625,4.83,4.86,2.97 +29797,0.3,Ideal,D,SI1,62.5,57.0,709,4.32,4.29,2.69 +11421,0.9,Premium,D,VS2,62.6,59.0,5001,6.14,6.17,3.85 +45193,0.51,Ideal,E,VS2,60.4,57.0,1656,5.15,5.18,3.12 +36092,0.32,Very Good,F,VVS1,62.7,60.0,926,4.32,4.35,2.72 +45280,0.56,Ideal,G,VS2,60.7,55.0,1662,5.32,5.35,3.24 +48199,0.53,Very Good,G,VVS1,61.7,57.0,1948,5.19,5.22,3.21 +22605,1.27,Ideal,F,VS2,61.0,54.0,10656,7.0,7.02,4.28 +2565,0.9,Good,F,SI2,64.3,57.0,3210,6.16,6.06,3.93 +13517,1.0,Very Good,E,VS2,62.4,62.0,5544,6.33,6.39,3.97 +20550,1.01,Ideal,G,IF,61.5,58.0,8869,6.44,6.47,3.97 +30736,0.35,Good,D,SI1,57.7,60.0,739,4.69,4.64,2.69 +37980,0.51,Very Good,J,VS2,61.6,58.0,1008,5.09,5.14,3.15 +22633,1.21,Ideal,G,VS1,61.3,57.0,10685,6.82,6.87,4.2 +53310,0.3,Very Good,I,VVS1,62.5,60.0,552,4.24,4.27,2.66 +8381,0.31,Ideal,F,VS2,62.2,56.0,583,4.36,4.39,2.72 +52457,0.71,Premium,G,VS2,60.4,61.0,2515,5.81,5.77,3.5 +52790,0.72,Ideal,F,VS2,61.9,54.0,2568,5.77,5.74,3.56 +46912,0.5,Premium,F,VVS2,60.6,58.0,1814,5.2,5.1,3.12 +49843,0.71,Premium,F,SI2,62.1,60.0,2169,5.68,5.62,3.51 +38336,0.32,Ideal,E,VVS1,61.9,55.0,1020,4.41,4.38,2.72 +38985,0.39,Premium,F,VS2,62.4,58.0,1053,4.65,4.61,2.89 +20125,1.2,Ideal,F,VS2,61.2,53.0,8588,6.88,6.85,4.2 +36068,0.4,Premium,D,SI1,60.3,62.0,924,4.75,4.7,2.85 +17160,1.51,Premium,J,SI1,59.4,59.0,6851,7.45,7.54,4.45 +42451,0.5,Good,E,SI1,63.3,59.0,1316,4.99,5.03,3.17 +20169,1.03,Premium,D,VVS2,61.7,59.0,8623,6.48,6.43,3.98 +24612,2.11,Very Good,I,SI2,63.8,54.0,12937,8.13,8.19,5.21 +43266,0.3,Premium,I,SI1,61.4,58.0,506,4.33,4.3,2.65 +49415,0.7,Very Good,H,VS2,62.1,55.0,2106,5.66,5.71,3.53 +11090,1.0,Good,D,SI1,63.8,53.0,4928,6.35,6.4,4.07 +25523,1.51,Premium,F,VS2,61.9,59.0,14334,7.31,7.39,4.55 +3190,0.9,Very Good,E,SI2,63.4,60.0,3342,6.07,6.02,3.83 +27858,0.32,Ideal,F,VS1,61.1,57.0,652,4.42,4.45,2.71 +14537,1.1,Ideal,G,SI1,62.2,56.6,5868,6.56,6.6,4.09 +20939,1.16,Premium,G,VVS2,60.0,59.0,9146,6.89,6.82,4.11 +42972,0.41,Ideal,E,VVS1,60.7,57.0,1367,4.8,4.85,2.93 +35797,0.34,Ideal,H,IF,61.9,55.0,913,4.5,4.55,2.8 +38111,0.36,Ideal,E,VS2,62.8,55.0,1013,4.56,4.49,2.84 +11563,1.01,Fair,E,SI1,64.7,56.0,5034,6.34,6.27,4.08 +41840,0.59,Very Good,H,SI2,61.2,60.0,1254,5.38,5.43,3.31 +46375,0.56,Ideal,F,VS2,62.6,56.0,1761,5.28,5.3,3.31 +10149,1.17,Ideal,G,SI2,61.1,56.0,4725,6.8,6.86,4.17 +37797,0.34,Ideal,G,VVS1,61.8,56.0,1000,4.45,4.51,2.77 +9620,1.2,Very Good,J,SI2,61.4,55.0,4636,6.85,6.92,4.23 +14426,1.3,Premium,H,VS2,62.7,58.0,5824,7.01,6.97,4.38 +2420,0.91,Fair,H,SI1,64.8,57.0,3180,6.12,6.07,3.95 +11896,1.06,Ideal,I,VS2,61.4,55.0,5116,6.59,6.61,4.05 +9190,1.04,Ideal,F,SI2,62.6,57.0,4547,6.45,6.48,4.05 +34412,0.3,Ideal,G,IF,61.9,57.0,863,4.27,4.29,2.65 +44411,0.56,Premium,H,VS1,60.1,58.0,1585,5.4,5.35,3.23 +24295,1.13,Premium,F,IF,60.0,58.0,12543,6.78,6.76,4.06 +2072,0.9,Good,I,VS2,62.4,65.0,3107,6.12,6.09,3.81 +24470,1.7,Ideal,I,VS1,62.2,55.0,12737,7.67,7.63,4.76 +49911,0.71,Premium,H,VS2,62.8,59.0,2181,5.68,5.63,3.55 +8467,1.03,Good,F,SI2,59.0,59.0,4414,6.55,6.6,3.88 +34120,0.38,Ideal,E,VS2,62.0,56.0,853,4.62,4.66,2.88 +34587,0.35,Ideal,F,VVS2,60.8,55.0,872,4.58,4.61,2.79 +4837,0.9,Very Good,I,VS2,58.7,60.0,3709,6.28,6.35,3.71 +52722,0.61,Ideal,E,VS2,61.8,56.0,2556,5.42,5.46,3.36 +45241,0.53,Ideal,D,VS2,61.4,56.0,1659,5.18,5.21,3.19 +2323,1.01,Fair,H,SI2,64.5,54.0,3167,6.26,6.15,4.0 +1584,0.7,Very Good,D,VS1,60.4,58.0,3008,5.71,5.78,3.47 +23363,0.23,Ideal,H,VS1,61.2,55.0,423,3.94,3.97,2.42 +8818,1.16,Good,F,SI2,63.7,63.0,4476,6.63,6.55,4.2 +18148,1.01,Premium,G,IF,61.3,58.0,7352,6.48,6.4,3.95 +30836,0.33,Premium,H,VS1,59.2,58.0,743,4.55,4.5,2.68 +31869,0.3,Good,H,VVS2,63.6,56.0,776,4.29,4.26,2.72 +28559,0.3,Ideal,H,VS1,62.1,54.0,675,4.35,4.32,2.69 +4784,1.0,Ideal,F,SI2,62.3,56.0,3696,6.34,6.27,3.93 +44238,0.51,Ideal,H,VS1,61.8,57.0,1573,5.11,5.14,3.16 +31341,0.35,Very Good,F,VS1,61.9,56.0,760,4.5,4.53,2.79 +37709,0.4,Ideal,G,VVS1,62.6,57.0,995,4.66,4.73,2.94 +49354,0.56,Ideal,F,VS1,62.1,56.0,2097,5.32,5.28,3.29 +15314,1.96,Fair,I,I1,66.8,55.0,6147,7.62,7.6,5.08 +27923,0.26,Very Good,D,SI1,59.7,58.0,658,4.16,4.22,2.5 +35922,0.43,Ideal,H,SI1,61.6,55.0,919,4.9,4.87,3.01 +23713,0.3,Good,D,VS1,61.7,62.0,632,4.18,4.21,2.59 +34813,0.44,Very Good,E,SI2,63.2,59.0,878,4.85,4.8,3.05 +9786,1.01,Very Good,I,VS2,62.3,60.0,4666,6.33,6.41,3.97 +2797,0.77,Premium,E,VS1,60.8,56.0,3260,5.95,5.9,3.6 +39475,0.41,Ideal,E,VS1,62.1,55.0,1079,4.77,4.8,2.97 +27629,2.14,Ideal,H,SI1,61.5,57.0,18528,8.36,8.29,5.12 +24521,1.56,Ideal,G,VS2,62.2,54.0,12800,0.0,0.0,0.0 +49695,0.52,Ideal,D,VS1,60.4,56.0,2146,5.24,5.26,3.17 +42970,0.46,Premium,F,VS1,60.5,58.0,1367,4.97,5.02,3.02 +13347,1.02,Premium,G,VS2,62.7,58.0,5506,6.44,6.36,4.01 +20002,1.23,Ideal,H,VS2,61.5,57.0,8541,6.92,6.87,4.24 +29624,0.26,Good,H,VVS2,63.4,55.0,440,4.05,4.06,2.57 +24501,1.51,Very Good,E,VS2,62.7,59.0,12779,7.2,7.32,4.55 +40505,0.47,Premium,H,VS1,61.8,58.0,1143,4.94,4.99,3.07 +44679,0.72,Good,F,SI2,63.8,59.0,1609,5.64,5.58,3.58 +26848,2.01,Premium,I,VS2,62.8,58.0,16778,8.01,7.94,5.01 +11693,1.01,Very Good,J,VVS2,63.7,57.0,5067,6.31,6.35,4.03 +14169,1.34,Ideal,J,VS1,62.0,57.0,5748,7.04,7.12,4.39 +5880,1.01,Ideal,J,SI1,62.8,57.0,3926,6.4,6.44,4.03 +24477,1.39,Ideal,F,VS2,61.5,55.0,12744,7.19,7.23,4.44 +2762,0.9,Very Good,I,SI1,63.3,59.0,3251,6.14,6.05,3.86 +17054,0.41,Ideal,F,SI2,62.0,53.0,612,4.77,4.81,2.97 +13492,1.01,Good,G,VS2,63.2,64.0,5538,6.34,6.28,3.99 +50801,0.61,Premium,D,VS1,61.5,58.0,2306,5.46,5.4,3.34 +49274,0.54,Ideal,G,VVS2,61.0,56.0,2090,5.3,5.25,3.22 +47452,0.53,Ideal,D,VS2,61.7,55.0,1857,5.21,5.23,3.22 +48219,0.53,Ideal,H,IF,62.0,54.0,1949,5.22,5.27,3.25 +4910,0.7,Very Good,E,VVS1,60.9,59.0,3724,5.67,5.81,3.5 +51269,0.82,Fair,H,SI2,65.1,58.0,2358,5.86,5.81,3.8 +3848,0.74,Very Good,D,VS2,59.8,58.0,3476,5.9,5.94,3.54 +5854,1.0,Good,I,SI1,63.7,64.0,3920,6.33,6.27,4.01 +16831,1.11,Ideal,G,VS2,62.2,55.0,6713,6.67,6.61,4.13 +955,0.77,Premium,E,SI1,59.8,61.0,2889,5.99,5.95,3.57 +3563,0.9,Ideal,J,VS1,62.1,57.0,3418,6.16,6.18,3.83 +25764,1.5,Premium,F,VS2,61.5,58.0,14719,7.34,7.32,4.51 +35491,0.43,Ideal,F,VS2,61.5,56.0,904,4.85,4.89,2.99 +7864,1.07,Very Good,I,SI1,61.8,60.0,4307,6.52,6.56,4.04 +7705,0.9,Fair,D,VS2,57.4,65.0,4277,6.26,6.29,3.6 +35303,0.3,Good,H,VS2,63.5,54.0,473,4.27,4.3,2.72 +1448,0.79,Ideal,F,SI1,62.5,57.0,2976,5.88,5.92,3.69 +4441,1.0,Good,J,SI1,59.5,61.0,3616,6.46,6.52,3.86 +53485,0.76,Ideal,F,SI1,61.7,55.0,2682,5.87,5.9,3.63 +12243,0.9,Good,E,VS1,62.7,58.0,5201,6.07,6.12,3.82 +15893,1.01,Ideal,G,VS2,61.6,56.0,6353,6.46,6.43,3.97 +16024,0.3,Ideal,I,VS1,61.0,56.0,608,4.37,4.35,2.66 +51717,0.7,Good,F,SI1,61.6,65.0,2401,5.71,5.66,3.5 +43635,0.43,Very Good,E,VVS1,61.2,56.0,1433,4.84,4.87,2.97 +25825,1.51,Premium,E,VS2,60.7,60.0,14844,7.46,7.37,4.5 +38351,0.34,Premium,F,VS1,61.5,55.0,1020,4.58,4.49,2.79 +37589,0.44,Premium,G,SI1,61.9,58.0,990,4.87,4.83,3.0 +43435,0.53,Ideal,E,SI1,61.4,56.0,1415,5.21,5.24,3.21 +20225,1.04,Very Good,G,IF,60.7,58.0,8655,6.52,6.65,4.0 +7492,1.01,Good,I,VS2,62.5,59.0,4239,6.3,6.37,3.96 +16526,1.05,Ideal,G,VS2,60.8,57.0,6604,6.65,6.58,4.02 +15406,1.02,Premium,G,VS2,60.5,54.0,6169,6.57,6.48,3.95 +2248,0.91,Good,G,SI2,62.5,60.0,3149,6.05,6.08,3.79 +18876,1.01,Premium,F,VVS1,62.5,58.0,7741,6.35,6.41,3.99 +18729,1.03,Ideal,G,VS1,61.3,56.0,7648,6.52,6.5,3.99 +2035,0.72,Premium,F,VVS2,61.6,59.0,3105,5.78,5.72,3.54 +8324,1.03,Ideal,G,SI2,61.7,55.0,4391,6.48,6.52,4.01 +18753,1.01,Premium,G,VVS2,63.0,61.0,7665,6.36,6.34,4.0 +51055,0.7,Premium,H,SI1,60.9,62.0,2331,5.72,5.65,3.46 +986,0.77,Very Good,G,VS2,58.3,63.0,2896,6.0,6.05,3.51 +43554,0.55,Ideal,G,SI1,60.8,56.0,1429,5.3,5.36,3.24 +10118,1.02,Premium,G,SI1,61.0,59.0,4718,6.48,6.44,3.94 +11366,1.1,Good,G,SI1,63.4,57.0,4997,6.52,6.55,4.14 +17047,0.32,Ideal,E,VS2,61.3,56.0,612,4.41,4.46,2.72 +25829,1.41,Good,E,VVS2,59.9,61.0,14853,7.21,7.37,4.37 +6328,0.71,Ideal,D,VS2,60.9,56.0,4029,5.76,5.79,3.52 +12811,1.06,Ideal,G,SI1,62.0,57.0,5342,6.54,6.5,4.04 +22976,1.33,Good,D,VS2,63.6,58.0,11023,7.02,6.91,4.43 +24449,1.51,Good,D,VS2,59.8,65.0,12709,7.36,7.43,4.42 +40392,0.53,Ideal,G,SI2,59.9,57.0,1132,5.25,5.3,3.16 +22058,1.74,Ideal,E,SI2,62.3,57.0,10085,7.8,7.7,4.83 +32073,0.32,Good,E,VS2,57.0,60.0,780,4.6,4.53,2.6 +32861,0.39,Very Good,E,VS2,60.0,56.0,808,4.76,4.81,2.87 +16341,1.11,Premium,G,VS2,61.4,58.0,6534,6.7,6.66,4.1 +41931,0.45,Very Good,G,VVS1,60.1,58.0,1263,4.95,4.97,2.98 +3920,1.02,Premium,G,SI2,61.8,58.0,3496,6.47,6.4,3.98 +958,0.8,Premium,F,SI1,61.5,60.0,2890,5.97,5.94,3.66 +34301,0.3,Very Good,F,VVS1,58.1,61.0,858,4.39,4.42,2.56 +5632,0.9,Very Good,H,VS2,62.8,58.0,3878,6.13,6.17,3.86 +38716,0.53,Ideal,J,SI1,61.4,56.0,1042,5.2,5.23,3.2 +47976,0.38,Ideal,J,VS2,62.1,54.0,532,4.65,4.69,2.9 +2441,0.7,Ideal,H,VS1,61.7,57.0,3185,5.66,5.7,3.5 +12008,0.9,Very Good,G,VS1,61.5,56.0,5148,6.2,6.23,3.82 +40011,0.41,Ideal,F,VS2,62.8,57.0,1107,4.76,4.73,2.98 +38877,0.4,Premium,D,VS2,60.5,59.0,1050,4.8,4.76,2.89 +8218,1.13,Ideal,J,SI2,61.9,56.0,4371,6.67,6.71,4.14 +34854,0.3,Ideal,G,VVS2,61.5,57.0,878,4.33,4.29,2.65 +9165,1.02,Premium,F,SI2,61.5,58.0,4541,6.49,6.42,3.97 +2013,0.78,Premium,D,SI1,61.8,59.0,3103,5.93,5.88,3.65 +29480,0.32,Premium,E,VS2,60.5,58.0,702,4.44,4.48,2.7 +20054,0.31,Ideal,F,VS2,62.3,55.0,625,4.3,4.33,2.69 +38359,0.33,Ideal,F,VVS1,61.7,57.0,1021,4.47,4.44,2.75 +7300,1.0,Premium,E,SI2,58.5,61.0,4202,6.52,6.48,3.8 +28542,0.3,Premium,E,SI1,59.5,58.0,675,4.42,4.39,2.62 +44923,0.74,Very Good,E,SI2,63.3,59.0,1632,5.82,5.78,3.67 +43548,0.53,Premium,H,VS2,59.4,59.0,1428,5.31,5.27,3.14 +24305,1.51,Ideal,G,VS2,62.1,54.0,12551,7.34,7.31,4.55 +40824,0.39,Premium,G,VVS1,60.4,59.0,1170,4.75,4.72,2.86 +41092,0.41,Ideal,F,VVS2,61.7,57.0,1192,4.8,4.73,2.94 +40485,0.5,Good,D,SI2,57.1,63.0,1141,5.23,5.27,3.0 +50329,0.72,Ideal,F,SI2,62.1,57.0,2241,5.72,5.75,3.56 +34606,0.27,Very Good,D,VS1,63.2,55.0,470,4.1,4.16,2.61 +7516,1.01,Good,H,SI1,60.6,61.0,4242,6.35,6.39,3.86 +40603,0.23,Very Good,E,VVS2,63.0,58.0,498,3.92,3.95,2.48 +23122,2.2,Premium,H,SI2,58.2,59.0,11147,8.52,8.47,4.94 +8478,1.01,Ideal,F,SI2,60.5,57.0,4416,6.49,6.53,3.94 +17988,1.14,Premium,F,VS2,62.0,59.0,7275,6.71,6.64,4.14 +26616,2.02,Premium,I,SI1,60.9,60.0,16368,8.13,8.1,4.94 +39589,0.38,Very Good,E,VS1,58.1,59.0,1083,4.78,4.82,2.79 +46446,0.52,Very Good,E,VS2,63.5,54.0,1773,5.19,5.11,3.27 +37697,0.41,Premium,J,VVS1,62.2,59.0,994,4.75,4.71,2.94 +38468,0.41,Premium,E,VS1,60.7,59.0,1030,4.79,4.77,2.9 +48678,0.54,Ideal,D,VS1,62.1,57.0,2004,5.19,5.22,3.23 +47358,0.54,Ideal,H,VVS1,61.7,57.0,1846,5.23,5.24,3.23 +12045,0.4,Good,G,SI2,63.4,59.0,596,4.64,4.66,2.95 +3612,0.9,Ideal,G,SI2,62.7,55.0,3428,6.11,6.17,3.85 +17182,2.32,Fair,H,I1,70.5,55.0,6860,7.93,7.9,5.58 +20697,1.51,Very Good,G,SI2,61.7,54.0,8973,7.37,7.41,4.56 +30296,0.3,Very Good,G,SI1,60.1,62.0,447,4.35,4.37,2.62 +24014,1.52,Ideal,F,SI1,62.0,54.0,12182,7.44,7.36,4.59 +34222,0.38,Premium,G,SI1,59.5,62.0,855,4.71,4.67,2.79 +29229,0.39,Very Good,I,VS2,60.2,61.0,696,4.74,4.79,2.87 +28264,0.23,Good,E,VS2,61.8,63.0,357,3.88,3.89,2.4 +48705,0.6,Very Good,D,VS2,63.7,56.0,2010,5.34,5.36,3.41 +27450,2.51,Very Good,I,SI2,62.3,57.0,18090,8.69,8.76,5.44 +17649,1.52,Very Good,J,VS2,63.1,61.0,7109,7.23,7.19,4.55 +51137,0.78,Ideal,E,SI2,60.8,56.0,2340,5.98,5.92,3.62 +11484,1.26,Premium,J,VS2,62.1,58.0,5015,6.9,6.95,4.3 +146,0.7,Good,H,VVS2,62.1,64.0,2767,5.62,5.65,3.5 +23985,1.56,Ideal,H,VS2,60.7,57.0,12146,7.49,7.53,4.56 +43924,0.28,Ideal,H,VVS2,61.6,56.0,514,4.22,4.26,2.61 +25565,1.62,Very Good,F,VS2,63.2,56.0,14400,7.54,7.43,4.73 +13135,1.11,Premium,H,SI1,61.1,60.0,5433,6.68,6.62,4.06 +40860,0.34,Ideal,F,VVS1,61.1,56.0,1174,4.5,4.53,2.76 +43180,0.42,Very Good,F,VVS1,61.9,58.0,1391,4.77,4.82,2.97 +37015,0.33,Ideal,G,VVS2,61.5,56.0,965,4.49,4.45,2.75 +27169,1.65,Very Good,F,VS1,62.8,56.0,17425,7.52,7.57,4.74 +2482,0.81,Premium,G,VS2,62.9,58.0,3193,5.94,5.88,3.72 +47724,0.56,Ideal,H,VS1,60.2,57.0,1888,5.38,5.35,3.23 +48353,0.74,Fair,H,SI2,62.0,53.0,1962,5.85,5.74,3.6 +27517,3.01,Fair,I,SI2,65.8,56.0,18242,8.99,8.94,5.9 +7625,1.01,Very Good,J,VS1,61.3,57.0,4262,6.43,6.5,3.96 +22110,1.87,Ideal,J,SI1,62.3,57.0,10137,7.88,7.82,4.89 +14907,1.01,Ideal,G,VS2,61.8,56.0,5999,6.42,6.45,3.98 +8379,0.31,Ideal,F,VS2,61.9,57.0,583,4.32,4.34,2.68 +4897,0.8,Very Good,F,VS1,62.3,57.0,3720,5.92,5.95,3.7 +49777,0.7,Good,F,SI1,63.1,57.0,2161,5.61,5.65,3.55 +22892,1.2,Very Good,F,VVS2,61.4,60.0,10931,6.79,6.83,4.18 +31434,0.3,Ideal,H,IF,61.6,57.0,764,4.31,4.33,2.66 +1008,0.79,Ideal,G,SI1,62.3,57.0,2898,5.9,5.85,3.66 +23050,1.32,Ideal,G,VS1,61.7,56.0,11079,7.03,7.11,4.36 +27702,0.26,Ideal,G,IF,61.7,54.0,648,4.15,4.18,2.57 +11539,0.97,Ideal,D,SI1,62.8,56.0,5028,6.24,6.3,3.94 +21942,1.51,Premium,H,SI1,61.3,60.0,10012,7.33,7.29,4.48 +47083,0.69,Premium,H,SI1,62.8,58.0,1822,5.65,5.62,3.54 +33191,0.34,Very Good,G,VVS1,60.9,57.0,819,4.53,4.56,2.76 +43256,0.42,Ideal,E,VVS1,62.3,57.0,1400,4.78,4.79,2.98 +53882,0.72,Ideal,G,VS1,62.6,53.0,2746,5.76,5.78,3.61 +18341,1.2,Ideal,F,SI1,61.5,53.0,7463,6.87,6.9,4.24 +33328,0.35,Ideal,D,SI1,61.3,57.0,827,4.57,4.54,2.79 +12905,1.12,Very Good,H,SI2,61.7,59.0,5375,6.67,6.71,4.13 +6970,1.01,Good,G,SI2,62.4,60.0,4150,6.32,6.38,3.96 +36748,0.33,Ideal,F,VVS1,61.9,56.0,955,4.42,4.47,2.75 +22496,1.29,Premium,F,VS1,60.9,58.0,10530,7.01,6.97,4.26 +49208,0.52,Fair,E,VVS2,57.2,64.0,2079,5.27,5.36,3.04 +1426,0.76,Ideal,G,VS1,59.4,57.0,2972,5.99,6.03,3.57 +14512,1.14,Ideal,H,SI1,60.4,57.0,5861,6.78,6.83,4.11 +23815,1.53,Very Good,D,SI1,59.2,57.0,11873,7.52,7.55,4.46 +29991,0.32,Ideal,F,VS1,61.7,56.0,716,4.39,4.42,2.72 +34362,0.41,Ideal,F,VS2,61.0,57.0,863,4.76,4.81,2.92 +19990,1.6,Ideal,I,SI2,61.9,57.0,8530,7.51,7.48,4.64 +38077,0.3,Premium,E,VVS2,60.8,60.0,1013,4.31,4.27,2.61 +11940,1.09,Very Good,H,SI1,60.6,60.0,5131,6.61,6.68,4.03 +31357,0.27,Ideal,F,IF,61.4,57.0,760,4.17,4.19,2.57 +22405,1.5,Good,G,SI1,64.2,58.0,10428,7.14,7.2,4.6 +10365,0.9,Ideal,G,VS2,61.7,56.0,4773,6.19,6.26,3.84 +47475,0.52,Very Good,D,VS1,62.6,59.0,1860,5.03,5.13,3.18 +36049,0.31,Premium,E,VVS1,61.3,58.0,924,4.36,4.39,2.68 +2886,0.71,Very Good,G,VVS2,62.8,58.0,3281,5.69,5.75,3.59 +39716,0.5,Good,E,SI1,64.0,56.0,1090,5.03,4.97,3.2 +47847,0.53,Ideal,F,VS1,62.0,55.0,1908,5.2,5.15,3.21 +33749,0.31,Ideal,F,VVS1,62.1,54.0,840,4.37,4.39,2.72 +38661,0.42,Premium,D,SI1,61.9,59.0,1040,4.81,4.76,2.96 +14811,1.01,Premium,G,VVS2,61.5,61.0,5963,6.44,6.38,3.94 +52917,0.72,Good,F,VS2,64.1,64.0,2589,5.66,5.6,3.61 +3382,0.31,Premium,J,VS1,60.7,60.0,408,4.34,4.39,2.65 +31310,0.32,Premium,D,VS2,60.3,60.0,758,4.42,4.44,2.67 +38019,0.39,Premium,G,VS2,60.4,61.0,1009,4.7,4.67,2.83 +26836,2.01,Premium,G,SI2,59.0,60.0,16733,8.31,8.26,4.89 +44117,0.54,Very Good,E,SI1,59.6,62.0,1559,5.31,5.36,3.18 +9456,1.07,Premium,F,SI1,61.7,58.0,4597,6.58,6.62,4.07 +6320,1.01,Good,F,SI2,61.3,62.0,4028,6.44,6.48,3.96 +7297,1.21,Good,E,I1,64.0,57.0,4201,6.73,6.67,4.29 +29668,0.35,Ideal,H,VVS2,62.5,57.0,706,4.48,4.54,2.82 +5127,0.78,Ideal,D,VS2,61.9,56.0,3763,5.88,5.94,3.66 +20270,1.24,Ideal,H,VVS1,61.9,55.0,8693,6.85,6.91,4.27 +25530,2.25,Ideal,H,SI1,62.4,56.0,14348,8.4,8.37,5.23 +37682,0.4,Very Good,D,VS2,62.8,58.0,993,4.66,4.71,2.94 +28938,0.3,Good,H,VVS1,63.4,55.0,684,4.28,4.3,2.72 +8990,1.01,Ideal,I,SI1,61.9,57.0,4509,6.4,6.5,3.98 +51915,0.71,Very Good,F,SI1,61.8,58.0,2436,5.72,5.81,3.56 +11760,1.26,Premium,I,SI2,60.1,59.0,5080,7.03,6.99,4.21 +2353,0.93,Fair,G,SI2,66.1,58.1,3172,6.0,6.04,3.98 +48846,0.53,Ideal,H,VS2,61.4,56.0,2031,5.2,5.23,3.2 +33802,0.4,Ideal,F,VS2,62.0,57.0,842,4.68,4.74,2.92 +37698,0.41,Ideal,J,VVS1,62.0,57.0,994,4.79,4.73,2.95 +7098,1.0,Good,H,VS2,57.8,59.0,4166,6.53,6.47,3.75 +2583,0.92,Ideal,J,VS2,61.1,57.0,3215,6.31,6.22,3.83 +4782,0.74,Ideal,F,VS1,62.0,54.0,3694,5.85,5.81,3.62 +20651,1.27,Very Good,G,VVS2,62.5,57.0,8941,6.86,6.91,4.3 +48108,0.5,Ideal,G,VVS2,60.5,55.0,1935,5.15,5.13,3.11 +24788,1.5,Good,F,VS2,58.6,64.0,13160,7.52,7.46,4.39 +39943,0.23,Very Good,E,IF,59.9,58.0,492,3.98,4.03,2.4 +9033,0.41,Ideal,J,VS2,61.7,55.0,587,4.79,4.81,2.96 +29145,0.33,Ideal,E,VS1,61.5,56.0,692,4.45,4.5,2.75 +19231,1.53,Ideal,I,VS1,62.9,57.0,7968,7.36,7.3,4.61 +14012,1.02,Very Good,F,SI1,63.7,56.0,5701,6.34,6.41,4.06 +12691,0.28,Ideal,E,VS1,62.0,57.0,598,4.17,4.2,2.59 +44527,0.5,Ideal,G,VS2,62.2,54.1,1601,5.07,5.12,3.17 +9737,1.16,Very Good,I,SI1,61.5,60.4,4657,6.71,6.76,4.14 +2309,1.0,Fair,H,SI2,63.7,54.0,3164,6.42,6.27,4.06 +18075,1.63,Premium,I,SI1,61.5,60.0,7302,7.59,7.54,4.65 +40989,0.45,Premium,G,VVS2,61.4,61.0,1181,4.95,4.89,3.02 +34659,0.31,Premium,E,VS2,61.3,60.0,872,4.39,4.32,2.67 +44070,0.55,Ideal,E,SI1,60.6,56.0,1551,5.3,5.33,3.22 +48685,0.7,Premium,J,VS1,60.9,58.0,2005,5.73,5.66,3.47 +36840,0.37,Premium,G,VS1,59.2,61.0,957,4.7,4.63,2.76 +36425,0.31,Ideal,D,VS2,61.2,55.0,942,4.42,4.37,2.69 +51579,0.65,Ideal,D,VS2,62.7,57.0,2392,5.56,5.5,3.47 +22101,1.43,Ideal,H,VVS2,61.6,54.0,10129,7.25,7.29,4.48 +2999,0.9,Very Good,G,SI2,59.2,57.0,3303,6.3,6.36,3.75 +43508,0.43,Ideal,F,VVS1,62.0,57.0,1422,4.84,4.81,2.99 +24371,0.41,Ideal,J,VS2,62.2,54.4,637,4.72,4.75,2.95 +39362,0.52,Very Good,G,SI2,63.3,58.0,1073,5.11,5.06,3.22 +52460,0.7,Fair,F,VS2,66.4,53.0,2516,5.51,5.49,3.65 +479,0.75,Ideal,E,SI1,62.0,57.0,2821,5.8,5.78,3.59 +5581,1.0,Premium,H,SI2,61.0,61.0,3864,6.31,6.27,3.84 +19316,1.18,Premium,G,VVS2,61.0,58.0,8025,6.84,6.79,4.16 +19667,1.5,Good,J,VVS2,63.3,57.0,8276,7.25,7.28,4.6 +52526,0.58,Ideal,E,VVS2,62.1,56.0,2529,5.33,5.36,3.32 +9542,1.17,Ideal,J,VS2,62.1,56.0,4619,6.8,6.75,4.21 +15027,1.0,Premium,G,VS2,62.2,58.0,6048,6.54,6.49,3.94 +15951,1.24,Ideal,I,SI1,60.6,59.0,6381,6.97,7.03,4.24 +45954,0.56,Premium,D,SI1,60.8,60.0,1723,5.29,5.31,3.22 +685,0.66,Ideal,D,VS1,62.1,56.0,2851,5.54,5.57,3.45 +36908,0.42,Ideal,D,VS2,61.5,55.0,961,4.83,4.86,2.98 +18646,1.07,Very Good,G,VS2,60.0,56.0,7611,6.67,6.69,4.01 +23403,1.71,Very Good,I,VS2,63.4,59.0,11389,7.53,7.45,4.75 +21022,1.55,Ideal,I,VS2,62.6,56.0,9233,7.41,7.35,4.62 +15793,1.26,Very Good,H,SI1,62.1,57.0,6320,6.88,6.94,4.29 +16174,1.0,Ideal,G,VS1,62.2,56.0,6465,6.41,6.35,3.97 +30259,0.34,Very Good,D,VS1,59.8,57.0,725,4.54,4.59,2.73 +31872,0.3,Premium,H,VVS2,62.9,57.0,776,4.31,4.28,2.7 +44471,0.54,Ideal,E,SI1,61.5,56.0,1594,5.31,5.26,3.25 +32158,0.28,Ideal,E,VVS1,60.6,55.0,787,4.28,4.3,2.6 +34895,0.43,Ideal,G,VS1,61.2,57.0,880,4.83,4.88,2.97 +16028,0.3,Premium,I,VS1,60.8,59.0,608,4.32,4.3,2.62 +32702,0.31,Ideal,F,VS2,61.6,55.0,802,4.37,4.36,2.69 +4693,0.63,Premium,E,VS1,60.5,57.0,3675,5.58,5.53,3.36 +33192,0.36,Ideal,F,VS1,61.6,56.0,819,4.62,4.64,2.85 +44640,0.54,Ideal,E,VS2,61.7,55.0,1609,5.23,5.2,3.22 +14456,1.5,Good,H,SI2,57.3,62.0,5833,7.55,7.5,4.31 +32568,0.38,Premium,F,VS2,60.5,59.0,800,4.67,4.72,2.84 +4229,0.74,Ideal,G,VS1,61.5,56.0,3572,5.79,5.82,3.57 +6001,1.01,Premium,H,SI2,60.6,61.0,3959,6.45,6.38,3.89 +51817,0.64,Ideal,F,VS2,62.3,56.0,2419,5.51,5.53,3.44 +5856,0.7,Very Good,D,VVS1,61.5,63.0,3920,5.78,5.64,3.51 +9342,1.01,Very Good,E,SI2,63.3,58.0,4581,6.37,6.3,4.01 +36281,0.32,Good,G,SI1,63.5,56.0,477,4.35,4.38,2.77 +29914,0.3,Premium,D,VS1,61.9,58.0,712,4.28,4.32,2.66 +23747,1.5,Premium,E,SI1,60.0,58.0,11795,7.5,7.47,4.49 +15077,1.12,Ideal,I,VS1,60.9,57.0,6060,6.7,6.73,4.09 +33166,0.36,Ideal,F,VVS2,61.4,56.0,817,4.58,4.61,2.82 +34176,0.33,Premium,G,VS1,61.3,58.0,854,4.45,4.42,2.72 +32956,0.24,Very Good,F,VS2,61.3,54.0,461,4.02,4.07,2.47 +26740,1.51,Ideal,F,VS1,62.1,56.0,16520,7.38,7.34,4.57 +49894,0.54,Ideal,D,VS2,60.0,56.0,2177,5.39,5.28,3.2 +25432,1.57,Premium,G,VS1,59.9,56.0,14180,7.6,7.55,4.54 +708,0.7,Premium,E,VS1,58.4,59.0,2854,5.91,5.83,3.43 +46273,0.57,Premium,F,VS2,60.3,58.0,1754,5.4,5.44,3.27 +37844,0.33,Ideal,D,VS2,62.5,55.0,1002,4.45,4.41,2.77 +11650,1.01,Good,D,SI1,63.9,61.0,5055,6.28,6.31,4.02 +49185,0.56,Ideal,E,VS1,61.7,57.0,2075,5.3,5.32,3.27 +44317,0.32,Ideal,J,IF,61.0,57.0,521,4.42,4.46,2.71 +13207,1.11,Ideal,H,SI1,61.6,56.0,5456,6.69,6.65,4.11 +27132,1.58,Ideal,G,IF,62.2,57.0,17329,7.45,7.51,4.65 +5829,0.92,Good,D,SI2,63.9,55.0,3916,6.14,6.09,3.91 +15355,1.03,Very Good,G,VS2,62.9,56.0,6164,6.43,6.45,4.05 +18158,1.46,Very Good,J,VS2,59.7,59.0,7358,7.36,7.39,4.4 +3490,0.9,Good,I,VS1,62.8,57.0,3398,6.07,6.16,3.84 +15883,1.0,Very Good,F,VS2,62.9,55.0,6352,6.34,6.38,4.0 +20494,1.51,Premium,F,SI1,60.9,59.0,8828,7.42,7.33,4.49 +15686,1.23,Ideal,D,SI2,60.6,54.0,6289,6.97,7.02,4.24 +28119,0.36,Ideal,D,SI1,62.1,56.0,663,4.53,4.58,2.83 +11065,0.34,Good,E,SI1,63.9,56.0,596,4.44,4.48,2.85 +1001,0.75,Ideal,D,SI1,62.3,55.0,2898,5.83,5.8,3.62 +47924,0.56,Ideal,G,VS1,62.2,55.0,1915,5.31,5.27,3.29 +45655,0.25,Premium,E,VS2,59.7,61.0,525,4.1,4.08,2.44 +19576,1.51,Premium,J,VS1,61.4,57.0,8204,7.38,7.3,4.51 +14062,0.3,Good,H,VVS2,63.5,55.0,605,4.25,4.28,2.71 +15891,1.01,Very Good,G,VS1,60.7,63.0,6353,6.4,6.38,3.88 +24285,1.5,Very Good,F,VS2,61.3,58.0,12526,7.24,7.29,4.45 +30749,0.34,Ideal,H,VVS1,62.2,54.0,740,4.48,4.53,2.8 +7301,1.0,Good,I,VS1,63.8,56.0,4202,6.35,6.32,4.04 +29310,0.34,Ideal,F,SI2,61.9,57.0,438,4.5,4.52,2.79 +45669,0.52,Ideal,E,VS2,61.4,54.0,1694,5.23,5.2,3.2 +31444,0.34,Ideal,G,VS2,62.1,57.0,765,4.5,4.46,2.78 +46886,0.7,Premium,G,SI2,62.5,62.0,1814,5.58,5.56,3.48 +34576,0.31,Ideal,G,IF,61.1,57.0,871,4.38,4.42,2.68 +46103,0.57,Good,F,VS1,58.3,61.0,1741,5.49,5.54,3.21 +9784,1.19,Very Good,I,SI1,63.2,58.0,4665,6.82,6.7,4.27 +38464,0.38,Ideal,E,VVS2,62.0,57.0,1030,4.64,4.69,2.89 +38389,0.42,Ideal,E,VS2,62.2,55.0,1024,4.83,4.79,2.99 +47429,0.54,Ideal,G,VVS2,60.8,56.0,1852,5.28,5.31,3.22 +27822,0.34,Very Good,G,SI1,63.4,57.0,650,4.45,4.42,2.81 +26355,0.32,Premium,F,VS2,61.3,60.0,645,4.37,4.4,2.69 +26302,1.55,Premium,F,VS1,61.6,56.0,15801,7.45,7.38,4.57 +44598,0.53,Ideal,H,VS1,61.3,57.0,1607,5.22,5.18,3.19 +37613,0.24,Very Good,E,VVS1,61.7,58.0,485,3.95,3.99,2.45 +40338,0.54,Very Good,J,VS2,63.0,57.0,1129,5.17,5.21,3.27 +52354,0.7,Very Good,G,VS2,59.6,60.0,2501,5.71,5.8,3.43 +13168,1.0,Premium,E,SI1,60.7,59.0,5445,6.38,6.41,3.88 +45208,0.51,Ideal,G,VS1,61.7,55.0,1656,5.14,5.17,3.18 +5308,0.9,Very Good,F,SI2,61.8,60.0,3803,6.13,6.14,3.79 +45635,0.25,Very Good,G,VVS1,63.0,54.0,525,4.02,4.04,2.54 +20908,1.79,Good,G,SI2,57.8,59.0,9122,8.07,7.94,4.63 +15790,1.0,Very Good,F,VS2,62.7,58.0,6319,6.38,6.41,4.01 +47737,0.56,Ideal,G,VS1,61.2,54.0,1890,5.36,5.32,3.27 +39238,0.51,Very Good,I,SI1,62.5,58.0,1068,5.05,5.12,3.18 +40792,0.31,Ideal,F,IF,61.2,57.0,1168,4.35,4.38,2.67 +39002,0.45,Ideal,G,VS1,59.0,60.0,1055,4.98,5.05,2.96 +7669,1.13,Premium,I,SI2,59.9,57.0,4271,6.8,6.76,4.06 +53202,0.71,Ideal,F,SI1,61.5,56.0,2633,5.76,5.69,3.52 +2044,0.32,Premium,G,VS2,61.0,59.0,561,4.42,4.46,2.71 +25392,1.5,Ideal,F,VS2,61.7,54.0,14092,7.28,7.31,4.5 +49152,0.74,Fair,E,SI1,66.0,56.0,2069,5.6,5.67,3.72 +22482,1.24,Premium,G,IF,60.5,60.0,10508,6.95,6.91,4.19 +30547,0.31,Ideal,D,VS2,62.0,55.0,734,4.33,4.35,2.69 +1631,0.72,Very Good,D,VS2,62.1,59.0,3016,5.7,5.73,3.55 +43137,0.58,Good,G,SI1,63.2,56.0,1388,5.3,5.33,3.36 +40068,0.43,Premium,G,VS2,59.1,60.0,1113,4.93,4.88,2.9 +44975,0.32,Ideal,I,VS1,62.4,54.0,523,4.38,4.4,2.74 +8798,1.01,Very Good,D,SI2,63.4,57.0,4472,6.4,6.31,4.03 +34986,0.46,Premium,I,SI2,60.3,62.0,880,4.95,4.9,2.97 +38703,0.37,Ideal,E,VS2,61.5,56.0,1041,4.62,4.59,2.83 +3299,0.76,Very Good,H,IF,62.6,57.0,3367,5.8,5.83,3.64 +20475,1.73,Premium,F,SI2,63.0,60.0,8816,7.63,7.52,4.77 +26415,2.01,Premium,I,VS2,60.3,62.0,15939,8.13,8.08,4.89 +15019,1.0,Premium,G,VS2,61.3,62.0,6048,6.43,6.32,3.91 +5202,0.73,Ideal,E,VVS2,62.0,57.0,3780,5.73,5.79,3.57 +12275,1.21,Very Good,J,VS2,61.5,58.0,5211,6.85,6.9,4.23 +24650,1.16,Ideal,D,VVS2,62.0,55.0,12989,6.68,6.72,4.19 +34683,0.33,Ideal,E,VS2,61.9,55.0,873,4.46,4.49,2.77 +4974,1.14,Good,I,SI2,60.0,65.0,3735,6.8,6.75,4.06 +42413,0.48,Very Good,F,VS2,62.6,55.0,1311,5.0,5.07,3.15 +13086,1.03,Ideal,H,SI1,61.1,56.0,5418,6.5,6.53,3.98 +18153,1.4,Premium,G,SI2,62.0,60.0,7357,7.16,7.1,4.42 +15264,1.52,Fair,H,SI2,64.9,58.0,6129,7.16,7.13,4.64 +26817,2.02,Premium,I,VS2,59.6,60.0,16709,8.2,8.25,4.9 +31801,0.36,Ideal,D,VS2,62.5,55.0,773,4.55,4.57,2.85 +9278,1.08,Ideal,H,SI2,61.2,57.4,4564,6.57,6.63,4.04 +53160,0.59,Ideal,F,VVS1,62.4,56.0,2625,5.36,5.38,3.35 +47571,0.51,Ideal,G,VVS2,61.5,57.0,1875,5.13,5.18,3.17 +53849,0.82,Ideal,J,VS2,61.6,56.0,2741,6.0,6.04,3.71 +41008,0.41,Very Good,E,VVS1,61.2,62.0,1184,4.76,4.78,2.92 +34644,0.31,Ideal,E,VS2,61.6,57.0,872,4.38,4.35,2.69 +13733,0.3,Premium,F,SI1,60.9,58.0,603,4.37,4.3,2.64 +19637,1.17,Premium,F,VS2,60.2,58.0,8256,6.88,6.85,4.13 +42411,0.31,Ideal,D,IF,61.1,56.0,1310,4.42,4.39,2.69 +43420,0.41,Premium,D,VVS1,62.2,58.0,1413,4.77,4.71,2.95 +9046,0.39,Very Good,H,SI2,60.4,60.0,588,4.74,4.8,2.88 +50516,0.7,Very Good,H,SI1,60.9,59.0,2273,5.72,5.75,3.49 +32316,0.3,Ideal,G,VVS1,61.7,57.0,789,4.3,4.32,2.66 +542,0.7,Ideal,D,SI2,60.6,57.0,2828,5.74,5.77,3.49 +29341,0.31,Premium,G,VS2,59.2,60.0,698,4.47,4.42,2.63 +48648,0.34,Ideal,H,VS2,61.7,57.0,537,4.46,4.48,2.76 +22898,1.51,Ideal,E,SI2,60.5,57.0,10935,7.38,7.42,4.48 +51890,0.78,Good,D,SI2,57.5,63.0,2430,6.13,6.05,3.5 +49371,0.7,Very Good,F,SI2,61.2,57.0,2100,5.67,5.74,3.49 +26445,4.0,Very Good,I,I1,63.3,58.0,15984,10.01,9.94,6.31 +17228,1.5,Premium,I,SI1,62.3,58.0,6888,7.33,7.22,4.53 +32315,0.36,Ideal,E,VS2,60.8,56.0,789,4.6,4.64,2.81 +52036,0.71,Very Good,E,VS2,63.4,60.0,2450,5.71,5.67,3.61 +5260,0.8,Ideal,F,VS1,61.2,56.0,3793,6.01,5.98,3.67 +44043,0.51,Ideal,D,SI1,62.4,57.0,1548,5.11,5.15,3.2 +14235,0.96,Ideal,F,VS1,61.2,56.0,5767,6.34,6.38,3.89 +49942,0.7,Very Good,I,VS2,62.1,56.0,2188,5.7,5.74,3.55 +20053,0.31,Premium,F,VS2,61.2,58.0,625,4.35,4.37,2.67 +22234,1.6,Premium,F,SI2,58.7,58.0,10286,7.76,7.68,4.53 +40887,0.57,Premium,F,SI2,61.4,56.0,1176,5.38,5.29,3.28 +31655,0.35,Premium,E,VS2,59.5,58.0,767,4.59,4.62,2.74 +23118,1.67,Very Good,H,SI1,59.4,61.0,11146,7.73,7.78,4.61 +16293,1.15,Ideal,E,SI1,60.2,57.0,6517,6.8,6.77,4.09 +29559,0.33,Premium,F,SI1,62.8,58.0,705,4.42,4.4,2.77 +9987,1.0,Premium,E,SI2,61.2,60.0,4704,6.45,6.42,3.94 +24182,2.38,Premium,J,SI1,62.4,58.0,12364,8.54,8.46,5.31 +8750,1.02,Ideal,E,SI2,61.6,56.0,4465,6.48,6.55,3.99 +40549,0.41,Good,F,VVS2,59.2,63.0,1150,4.82,4.87,2.87 +27272,2.21,Premium,I,SI1,61.1,59.0,17714,8.42,8.37,5.13 +1387,0.31,Very Good,G,VS2,60.9,57.0,559,4.37,4.39,2.67 +562,0.72,Very Good,F,VS2,62.5,58.0,2832,5.71,5.75,3.58 +25669,1.5,Premium,F,VS2,61.5,58.0,14586,7.32,7.34,4.51 +47225,0.71,Ideal,G,SI2,62.8,57.0,1840,5.68,5.63,3.55 +52158,0.7,Good,E,VS2,61.5,61.0,2473,5.64,5.74,3.5 +50021,0.7,Very Good,F,SI1,62.3,57.0,2196,5.65,5.69,3.53 +24707,0.41,Ideal,I,SI1,61.6,56.0,639,4.79,4.82,2.96 +16966,1.22,Premium,H,SI1,61.8,57.0,6776,6.86,6.82,4.23 +29007,0.34,Premium,F,VS2,60.7,60.0,686,4.46,4.5,2.72 +33009,0.43,Premium,F,SI2,58.3,62.0,813,4.97,4.91,2.88 +1957,0.76,Ideal,E,SI1,62.4,57.0,3087,5.83,5.87,3.65 +13408,0.3,Very Good,F,VS1,63.1,59.0,603,4.2,4.27,2.67 +9741,1.0,Fair,F,SI1,65.8,58.0,4657,6.23,6.15,4.07 +16320,1.22,Very Good,G,SI2,59.2,61.0,6531,6.99,6.92,4.12 +50660,0.31,Ideal,G,VS2,61.4,56.0,544,4.34,4.36,2.67 +4711,0.31,Very Good,I,VVS1,62.2,60.0,571,4.3,4.32,2.68 +20960,1.5,Good,D,SI2,60.2,65.0,9173,7.37,7.34,4.43 +42765,0.57,Very Good,F,SI1,62.0,55.0,1346,5.32,5.37,3.32 +14635,1.0,Fair,G,VS1,64.4,56.0,5908,6.31,6.26,4.05 +37216,0.34,Ideal,G,IF,60.7,57.0,974,4.51,4.55,2.75 +31023,0.37,Premium,H,VS2,59.5,61.0,749,4.67,4.64,2.77 +28863,0.36,Ideal,F,VS2,62.0,54.0,684,4.58,4.61,2.85 +22079,1.75,Very Good,I,SI2,61.2,57.0,10098,7.71,7.76,4.73 +48083,0.74,Premium,J,SI1,61.6,59.0,1931,5.82,5.77,3.57 +8305,1.44,Premium,I,I1,62.7,55.0,4387,7.21,7.18,4.51 +52812,0.71,Premium,H,VS1,62.9,57.0,2572,5.72,5.67,3.58 +2987,0.9,Very Good,H,SI2,61.7,60.0,3301,6.17,6.24,3.83 +1949,0.72,Ideal,F,VS1,62.4,56.0,3084,5.76,5.72,3.58 +42083,0.53,Premium,G,SI1,61.3,58.0,1273,5.22,5.19,3.19 +29557,0.4,Ideal,H,SI1,61.3,57.0,705,4.77,4.79,2.93 +36911,0.42,Ideal,I,IF,62.0,54.0,961,4.82,4.85,3.0 +38418,0.4,Ideal,E,VS2,62.3,56.0,1025,4.78,4.72,2.96 +37151,0.32,Ideal,E,VS1,59.9,55.0,972,4.49,4.46,2.68 +36918,0.41,Ideal,G,VS1,60.8,57.0,961,4.84,4.8,2.93 +41834,0.56,Ideal,H,SI1,60.3,58.0,1253,5.35,5.4,3.24 +43100,0.53,Ideal,I,VS1,61.6,57.0,1383,5.21,5.18,3.2 +45032,0.54,Premium,E,SI1,62.2,58.0,1637,5.26,5.23,3.26 +19461,1.31,Premium,H,VS2,61.0,58.0,8106,7.1,7.06,4.32 +4207,0.8,Ideal,D,SI1,62.7,57.0,3564,5.88,5.92,3.7 +14133,1.01,Good,F,VS2,63.3,55.0,5731,6.32,6.39,4.02 +37773,0.41,Ideal,E,VS2,62.1,56.0,999,4.76,4.74,2.95 +35893,0.32,Ideal,G,IF,61.0,57.0,918,4.44,4.48,2.72 +4239,1.0,Fair,E,SI2,65.1,59.0,3575,6.3,6.23,4.08 +24937,1.52,Premium,F,VS2,60.5,58.0,13389,7.49,7.53,4.54 +41531,0.42,Ideal,G,VVS1,60.0,57.0,1235,4.86,4.84,2.91 +15089,1.02,Ideal,H,VS2,61.8,55.0,6065,6.48,6.51,4.01 +10689,1.01,Fair,E,SI1,65.3,59.0,4844,6.13,6.19,4.02 +32382,0.39,Premium,J,VS1,61.6,59.0,790,4.71,4.67,2.89 +18606,1.06,Ideal,G,VS1,61.4,56.0,7589,6.55,6.58,4.03 +45010,0.4,Ideal,D,VVS1,61.6,56.0,1637,4.74,4.77,2.93 +7467,0.9,Premium,H,VS1,60.2,58.0,4234,6.32,6.28,3.79 +18746,1.24,Very Good,G,VS2,61.5,58.0,7660,6.89,6.94,4.25 +46643,0.3,Premium,E,SI1,61.3,60.0,526,4.24,4.28,2.61 +26150,1.64,Ideal,F,VS2,61.8,53.0,15458,7.62,7.63,4.71 +31248,0.37,Premium,E,VS2,60.2,58.0,757,4.65,4.68,2.81 +39363,0.52,Premium,F,SI2,61.7,58.0,1073,5.23,5.18,3.15 +29932,0.38,Ideal,H,VS1,62.1,55.4,714,4.63,4.68,2.89 +28104,0.31,Premium,F,SI1,60.6,60.0,663,4.37,4.34,2.64 +44167,0.5,Good,G,VS1,61.9,61.5,1565,5.03,5.04,3.12 +20289,1.51,Good,D,SI2,64.1,61.0,8706,7.18,7.14,4.59 +15537,1.5,Good,I,SI1,63.8,56.0,6224,7.26,7.15,4.59 +27965,0.3,Premium,F,VS1,61.5,59.0,658,4.31,4.33,2.66 +23809,1.55,Ideal,I,VVS1,62.1,56.0,11869,7.36,7.43,4.59 +42153,0.53,Good,E,SI1,62.6,64.0,1282,5.13,5.22,3.24 +8391,0.32,Very Good,E,SI1,59.9,57.0,584,4.47,4.49,2.68 +16271,1.29,Ideal,F,SI2,61.7,54.0,6509,7.08,6.99,4.34 +6029,1.0,Good,G,SI1,62.2,65.0,3965,6.28,6.22,3.89 +9779,1.0,Ideal,I,VS1,63.1,57.0,4664,6.32,6.39,4.01 +943,0.71,Very Good,D,SI1,62.4,54.0,2887,5.71,5.79,3.59 +4198,1.01,Very Good,I,SI1,63.1,58.0,3563,6.38,6.33,4.01 +26074,1.55,Ideal,E,VS2,61.9,58.0,15293,7.39,7.45,4.59 +3407,0.33,Good,D,SI1,63.1,55.0,567,4.42,4.46,2.8 +45609,0.5,Ideal,F,VS2,62.7,56.0,1691,5.07,5.1,3.19 +47462,0.53,Ideal,D,VS2,61.2,55.0,1857,5.21,5.25,3.2 +37403,0.38,Ideal,D,VS1,62.3,54.0,983,4.64,4.7,2.9 +2997,0.9,Good,I,VS2,63.7,61.0,3303,6.06,6.1,3.87 +50248,0.73,Ideal,I,SI1,62.0,56.0,2234,5.8,5.75,3.58 +9626,0.9,Very Good,H,VVS2,59.9,61.0,4637,6.29,6.19,3.74 +42887,0.57,Ideal,D,SI2,61.9,56.0,1359,5.3,5.34,3.3 +29788,0.3,Ideal,D,SI1,61.4,55.0,709,4.34,4.29,2.65 +43461,0.55,Very Good,E,SI1,64.2,55.0,1417,5.18,5.2,3.33 +14559,1.0,Premium,D,SI1,62.5,59.0,5880,6.38,6.32,3.97 +16956,1.51,Very Good,J,SI2,62.8,59.0,6773,7.23,7.26,4.55 +40301,0.4,Premium,G,VS1,60.7,58.0,1125,4.81,4.78,2.91 +26019,0.38,Ideal,J,VS1,62.0,53.0,645,4.66,4.7,2.9 +31685,0.26,Premium,E,VVS1,62.9,58.0,769,4.08,4.06,2.56 +29835,0.38,Ideal,F,SI1,61.3,55.0,710,4.63,4.76,2.88 +51332,0.7,Very Good,F,VS2,61.6,58.0,2362,5.7,5.72,3.52 +8926,0.9,Very Good,D,SI1,62.3,58.0,4497,6.14,6.16,3.83 +38788,0.31,Premium,G,VVS1,60.2,59.0,1046,4.43,4.38,2.65 +44544,0.56,Very Good,G,VS2,62.6,58.0,1605,5.22,5.32,3.31 +50160,0.57,Ideal,G,VVS1,61.9,57.0,2217,5.31,5.35,3.3 +46586,0.55,Very Good,E,VS2,61.4,57.0,1786,5.27,5.29,3.24 +33435,0.32,Ideal,G,VS1,61.2,56.0,828,4.45,4.41,2.71 +14027,1.05,Ideal,D,SI2,62.1,58.0,5702,6.49,6.52,4.04 +38937,0.4,Very Good,E,VS1,61.8,56.0,1053,4.74,4.77,2.94 +29833,0.31,Ideal,G,VVS1,61.3,60.0,710,4.33,4.38,2.67 +32193,0.35,Premium,H,VS1,62.6,58.0,788,4.52,4.49,2.82 +40456,0.5,Ideal,H,SI1,62.2,57.0,1140,5.07,5.09,3.16 +3445,0.9,Very Good,H,SI1,63.4,58.0,3387,6.16,6.11,3.89 +14768,1.02,Good,G,VS2,63.7,57.0,5943,6.24,6.31,4.0 +37326,0.36,Ideal,H,IF,60.6,56.0,980,4.64,4.66,2.82 +44894,0.5,Very Good,E,VS2,63.5,54.0,1629,5.08,5.03,3.21 +48252,0.53,Ideal,D,VS1,61.3,56.0,1952,5.21,5.23,3.2 +43020,0.5,Ideal,H,VS1,61.4,54.0,1370,5.13,5.16,3.16 +49822,0.61,Ideal,G,VS1,61.9,56.0,2167,5.43,5.45,3.37 +11609,1.15,Very Good,H,SI1,60.9,57.0,5047,6.72,6.8,4.12 +46424,0.51,Ideal,D,VS2,60.8,57.0,1769,5.18,5.21,3.16 +44457,0.5,Very Good,G,VS1,62.9,55.0,1592,5.06,5.09,3.19 +12542,1.5,Premium,J,SI2,62.6,56.0,5268,7.24,7.11,4.51 +29953,0.33,Very Good,I,SI1,62.8,58.0,445,4.39,4.43,2.77 +52864,0.76,Very Good,G,SI1,63.7,58.0,2579,5.75,5.8,3.68 +586,0.7,Ideal,E,VS2,61.5,54.0,2835,5.7,5.75,3.52 +8923,1.0,Very Good,H,SI2,60.8,60.0,4496,6.44,6.49,3.93 +52534,0.74,Premium,H,VS2,60.2,58.0,2530,5.88,5.92,3.55 +51118,0.97,Fair,F,SI2,67.2,61.0,2338,6.09,6.0,4.06 +37164,0.32,Ideal,D,VS2,61.5,56.0,972,4.42,4.39,2.71 +3287,0.91,Premium,H,SI2,62.7,58.0,3363,6.17,6.14,3.86 +40105,0.33,Premium,G,VVS1,61.4,60.0,1114,4.44,4.39,2.71 +47624,0.55,Premium,E,VS2,60.5,58.0,1881,5.32,5.26,3.2 +34153,0.33,Premium,G,VS1,60.3,59.0,854,4.52,4.44,2.7 +17819,1.5,Premium,E,SI2,61.5,60.0,7182,7.29,7.22,4.46 +1776,0.72,Ideal,G,SI1,61.8,56.0,3048,5.7,5.76,3.55 +33106,0.32,Ideal,E,VVS2,62.2,53.0,816,4.39,4.42,2.74 +86,0.24,Premium,G,VVS1,62.3,59.0,554,3.95,3.92,2.45 +24634,1.53,Premium,E,SI1,61.3,59.0,12968,7.4,7.35,4.52 +7404,0.33,Very Good,G,VS2,62.6,58.0,579,4.36,4.4,2.74 +24933,2.01,Fair,F,SI1,58.6,95.0,13387,8.32,8.31,4.87 +37630,0.4,Ideal,D,SI1,61.8,55.0,990,4.78,4.74,2.94 +45171,0.5,Premium,E,VS2,58.6,60.0,1654,5.21,5.16,3.04 +26100,2.0,Fair,F,SI2,70.2,57.0,15351,7.63,7.59,5.34 +42074,0.55,Ideal,D,SI2,61.3,57.0,1272,5.23,5.28,3.22 +29320,0.31,Ideal,H,VS1,62.4,55.0,698,4.36,4.33,2.71 +30998,0.35,Ideal,F,VS2,62.1,54.0,747,4.55,4.58,2.83 +6924,1.01,Premium,G,SI1,62.3,59.0,4138,6.37,6.34,3.96 +8337,1.01,Premium,G,SI1,58.8,58.0,4395,6.59,6.51,3.85 +6708,0.23,Premium,D,VS2,58.5,61.0,411,4.06,3.98,2.35 +38750,0.35,Ideal,G,IF,61.1,56.0,1044,4.54,4.59,2.79 +21534,1.22,Ideal,F,VS1,62.2,57.0,9633,6.85,6.81,4.25 +4526,0.91,Ideal,H,SI1,62.4,57.0,3635,6.18,6.23,3.87 +34486,0.43,Premium,H,VS1,62.3,58.0,867,4.75,4.81,2.98 +5792,1.01,Very Good,J,SI2,62.2,58.0,3905,6.37,6.4,3.97 +18120,1.21,Premium,E,SI1,62.6,58.0,7334,6.82,6.79,4.26 +42112,0.34,Ideal,F,IF,61.7,55.0,1276,4.49,4.52,2.78 +20476,1.31,Premium,G,VS2,60.3,59.0,8818,7.08,7.12,4.28 +53356,0.8,Ideal,G,SI2,62.2,57.0,2657,5.93,5.96,3.7 +29453,0.3,Good,E,VVS1,61.5,62.0,702,4.28,4.34,2.65 +41659,0.58,Very Good,H,SI1,58.4,59.0,1239,5.48,5.51,3.21 +41036,0.41,Very Good,E,VVS2,62.8,54.0,1187,4.72,4.77,2.98 +5449,0.9,Premium,E,SI2,61.7,58.0,3830,6.18,6.11,3.79 +801,1.22,Premium,E,I1,60.9,57.0,2862,6.93,6.88,4.21 +44330,0.33,Premium,I,VS1,59.5,60.0,521,4.5,4.54,2.69 +20177,1.21,Ideal,F,VS1,62.2,54.9,8629,6.79,6.84,4.24 +9024,1.04,Ideal,H,SI1,61.9,57.0,4515,6.49,6.46,4.01 +35349,0.38,Premium,E,SI1,61.2,59.0,898,4.67,4.64,2.85 +39680,0.42,Ideal,H,VS1,61.4,56.0,1087,4.85,4.82,2.97 +38789,0.31,Premium,G,VVS1,59.5,60.0,1046,4.41,4.39,2.62 +44721,0.5,Very Good,F,VS2,61.4,59.0,1615,5.1,5.12,3.14 +43582,0.41,Ideal,E,VVS1,61.9,55.0,1431,4.79,4.78,2.96 +604,0.7,Premium,F,VS2,59.5,58.0,2838,5.85,5.75,3.45 +28466,0.38,Very Good,F,SI1,61.7,58.0,672,4.66,4.73,2.89 +17651,1.08,Ideal,F,VS2,61.9,55.0,7110,6.58,6.64,4.09 +17813,1.01,Ideal,G,VS2,61.9,56.0,7179,6.4,6.44,3.97 +43506,0.43,Ideal,F,VVS1,61.0,56.0,1422,4.9,4.87,2.98 +15523,1.01,Premium,G,VS1,62.7,58.0,6221,6.31,6.36,3.97 +1936,0.85,Ideal,G,SI1,62.0,54.0,3084,6.08,6.11,3.78 +44227,0.46,Very Good,H,VVS1,62.0,56.0,1572,4.96,4.98,3.07 +18428,1.54,Premium,F,SI2,62.8,57.0,7494,7.36,7.28,4.6 +22324,1.26,Premium,E,VS1,60.7,58.0,10367,7.02,7.04,4.27 +47286,0.3,Good,I,SI1,63.4,57.0,394,4.23,4.25,2.69 +51054,0.7,Premium,H,SI1,62.8,57.0,2331,5.66,5.61,3.54 +52454,0.7,Ideal,F,SI1,62.3,56.0,2515,5.68,5.72,3.55 +51528,0.7,Very Good,E,SI1,62.9,56.0,2386,5.57,5.65,3.53 +23043,1.3,Ideal,G,VVS2,62.0,57.0,11073,6.96,7.03,4.34 +31203,0.32,Ideal,D,SI1,59.6,57.0,756,4.47,4.42,2.65 +43903,0.31,Ideal,I,VVS1,62.1,54.0,511,4.34,4.39,2.71 +49684,0.52,Fair,F,IF,64.6,58.0,2144,5.04,5.17,3.3 +43478,0.51,Very Good,D,SI1,59.4,59.0,1420,5.18,5.22,3.09 +10250,1.01,Very Good,I,SI1,63.3,54.0,4749,6.34,6.36,4.02 +17840,1.21,Very Good,H,VS1,60.4,59.0,7196,6.88,6.97,4.18 +17303,1.05,Ideal,F,VS2,62.8,57.0,6933,6.48,6.45,4.06 +470,0.7,Premium,E,VS1,59.6,57.0,2818,5.91,5.83,3.5 +3426,0.7,Ideal,G,VS1,60.6,57.0,3384,5.73,5.79,3.5 +21280,1.06,Very Good,F,IF,60.6,56.0,9433,6.62,6.69,4.03 +30553,0.31,Very Good,D,VS2,62.3,55.0,734,4.32,4.35,2.7 +46656,0.51,Ideal,D,VS2,61.7,55.0,1787,5.11,5.14,3.16 +7558,1.15,Very Good,E,SI2,61.7,60.0,4250,6.7,6.78,4.16 +40569,0.43,Ideal,H,IF,61.9,55.0,1151,4.87,4.89,3.02 +26078,1.02,Very Good,D,IF,62.7,57.0,15306,6.36,6.46,4.02 +21088,1.05,Ideal,F,VVS2,62.1,54.0,9257,6.55,6.52,4.06 +35341,0.42,Premium,H,SI1,62.1,59.0,898,4.81,4.78,2.98 +23400,0.36,Ideal,H,VS1,61.8,57.0,631,4.56,4.6,2.83 +2228,0.9,Fair,G,SI1,65.6,56.0,3145,6.1,6.03,3.98 +21277,1.27,Ideal,G,VS1,59.6,57.0,9431,7.09,7.06,4.22 +35632,0.3,Very Good,I,VS1,58.8,61.0,473,4.38,4.43,2.59 +16435,1.02,Ideal,G,VS1,62.2,57.0,6563,6.43,6.47,4.01 +34835,0.3,Premium,H,VVS1,61.3,61.0,878,4.29,4.26,2.62 +49571,0.72,Fair,I,VVS2,65.7,57.0,2131,5.56,5.64,3.68 +30418,0.32,Ideal,H,VVS1,60.4,57.0,730,4.42,4.46,2.68 +40655,0.5,Ideal,E,SI2,61.4,57.0,1154,5.09,5.14,3.14 +37868,0.4,Very Good,D,VS1,62.9,55.0,1004,4.73,4.77,2.99 +16530,1.05,Ideal,G,VS2,61.9,56.0,6604,6.56,6.52,4.05 +10921,1.09,Ideal,F,SI2,61.2,57.0,4891,6.6,6.64,4.05 +37265,0.29,Very Good,E,VS1,61.4,61.0,481,4.22,4.25,2.6 +36760,0.52,Ideal,H,SI2,60.5,56.0,956,5.25,5.23,3.17 +17131,0.8,Very Good,D,IF,63.3,57.0,6834,5.85,5.87,3.71 +48425,0.5,Premium,H,IF,61.4,61.0,1971,5.14,5.03,3.12 +4931,0.9,Very Good,I,SI1,60.6,56.0,3730,6.23,6.28,3.79 +50507,0.53,Ideal,E,VVS2,62.9,54.0,2271,5.19,5.15,3.25 +23803,1.5,Premium,D,SI1,61.0,61.0,11863,7.32,7.28,4.45 +52318,0.33,Very Good,F,SI1,59.9,61.0,550,4.44,4.47,2.67 +2,0.21,Premium,E,SI1,59.8,61.0,326,3.89,3.84,2.31 +44676,0.55,Ideal,E,SI1,61.8,58.0,1609,5.24,5.28,3.25 +28558,0.3,Ideal,H,VS1,61.3,56.0,675,4.33,4.31,2.65 +16122,1.36,Ideal,D,SI2,61.2,57.0,6443,7.15,7.19,4.39 +32045,0.31,Ideal,F,VVS1,60.4,59.0,779,4.35,4.43,2.65 +5053,0.31,Premium,H,SI1,61.1,57.0,573,4.35,4.32,2.65 +18141,1.01,Ideal,F,VS2,61.7,55.0,7347,6.42,6.46,3.98 +46094,0.51,Ideal,D,VS2,61.0,57.0,1740,5.15,5.18,3.15 +18916,1.56,Premium,J,VS2,61.7,58.0,7763,7.41,7.46,4.59 +49985,0.71,Ideal,E,SI2,62.3,57.0,2190,5.66,5.74,3.55 +20560,1.2,Premium,G,VVS2,62.4,56.0,8870,6.74,6.68,4.19 +1608,0.75,Ideal,H,SI1,61.9,56.0,3011,5.81,5.85,3.61 +46694,0.56,Ideal,E,VS1,60.8,55.0,1791,5.37,5.32,3.25 +41503,0.58,Ideal,E,SI2,62.7,56.0,1234,5.29,5.34,3.33 +50462,0.78,Very Good,H,SI2,63.5,56.0,2265,5.82,5.86,3.71 +1470,0.9,Fair,E,SI2,65.8,59.0,2982,6.03,5.98,3.95 +28302,0.32,Very Good,I,SI1,62.9,58.0,432,4.33,4.35,2.73 +259,0.83,Ideal,F,SI2,62.3,55.0,2790,6.02,6.05,3.76 +44631,0.57,Premium,E,SI1,61.4,58.0,1608,5.28,5.34,3.26 +30515,0.31,Ideal,D,SI1,62.9,57.0,732,4.32,4.27,2.7 +4914,1.25,Premium,F,I1,58.0,59.0,3724,7.12,7.05,4.11 +21124,1.21,Ideal,G,VS1,62.0,55.0,9287,6.84,6.88,4.25 +18417,1.02,Premium,F,VS1,62.0,59.0,7485,6.41,6.39,3.97 +51284,0.71,Ideal,I,VS2,62.3,58.0,2360,5.67,5.72,3.55 +22635,1.21,Ideal,G,VS1,61.8,57.0,10685,6.81,6.86,4.23 +40756,0.4,Ideal,F,VVS2,62.8,57.0,1163,4.73,4.66,2.95 +50622,0.26,Very Good,F,SI1,61.3,55.0,401,4.15,4.21,2.56 +20495,1.84,Ideal,J,VS1,62.4,56.0,8828,7.84,7.8,4.89 +45870,0.51,Very Good,D,VS2,62.0,59.0,1716,5.08,5.12,3.16 +9430,1.05,Ideal,F,SI2,60.9,56.0,4591,6.56,6.64,4.02 +42039,0.54,Ideal,H,SI1,61.1,56.0,1268,5.25,5.27,3.21 +28250,0.33,Ideal,G,VS1,61.9,56.0,666,4.44,4.48,2.76 +34909,0.34,Ideal,H,VVS2,61.8,54.0,880,4.49,4.47,2.77 +52306,0.25,Good,D,VVS2,57.5,61.0,548,4.16,4.19,2.4 +10420,1.03,Ideal,I,SI1,61.1,55.0,4782,6.53,6.57,4.0 +25149,1.5,Premium,G,VS1,60.2,58.0,13720,7.41,7.38,4.45 +31339,0.44,Premium,H,SI2,59.6,60.0,759,4.95,4.93,2.96 +11355,1.25,Premium,G,SI2,62.8,57.0,4991,6.86,6.78,4.28 +6513,1.44,Premium,J,SI2,58.2,58.0,4064,7.39,7.35,4.29 +15249,1.03,Ideal,H,VS2,61.2,56.0,6123,6.5,6.53,3.98 +20524,1.52,Good,I,SI1,64.1,57.0,8852,7.26,7.21,4.64 +26345,0.32,Ideal,G,VS1,61.8,55.0,645,4.42,4.45,2.74 +11593,1.11,Very Good,D,SI2,59.9,57.0,5042,6.72,6.74,4.03 +27697,0.41,Ideal,G,SI2,61.5,55.0,648,4.76,4.8,2.94 +43725,0.51,Very Good,G,VS2,62.9,54.0,1438,5.08,5.12,3.21 +7246,1.11,Premium,I,SI2,61.8,58.0,4196,6.66,6.61,4.1 +3103,0.77,Ideal,F,SI1,61.5,55.0,3321,5.88,5.92,3.63 +37777,0.41,Premium,H,VVS2,59.8,60.0,999,4.86,4.79,2.88 +35808,0.31,Ideal,F,IF,61.9,54.0,914,4.35,4.38,2.7 +49495,0.7,Fair,G,SI2,65.2,56.0,2117,5.63,5.54,3.64 +3789,0.74,Ideal,G,VVS2,62.2,57.0,3462,5.75,5.79,3.59 +1834,0.71,Very Good,E,VS1,63.3,56.0,3061,5.64,5.68,3.58 +44708,0.57,Ideal,E,SI1,62.2,57.0,1613,5.33,5.31,3.31 +14657,1.11,Very Good,D,SI1,61.6,57.0,5915,6.66,6.59,4.08 +25555,1.62,Ideal,F,VS1,61.7,55.0,14386,7.58,7.53,4.66 +30325,0.31,Ideal,G,VVS2,62.0,56.0,726,4.33,4.35,2.69 +4214,0.7,Very Good,D,VS1,61.2,56.0,3567,5.68,5.75,3.5 +36238,0.62,Premium,G,I1,58.9,60.0,933,5.65,5.54,3.29 +39074,0.5,Very Good,J,VS2,63.2,60.0,1059,5.06,5.01,3.18 +6792,0.7,Ideal,F,VVS2,61.7,55.0,4114,5.7,5.74,3.53 +28562,0.3,Ideal,H,VS1,61.6,55.0,675,4.3,4.27,2.64 +50526,0.71,Very Good,G,SI1,62.7,58.0,2274,5.7,5.72,3.58 +18236,1.2,Premium,G,VS2,62.4,59.0,7405,6.74,6.68,4.19 +30691,0.4,Ideal,E,SI1,60.5,57.0,737,4.77,4.81,2.9 +29755,0.3,Premium,D,SI1,62.6,59.0,709,4.27,4.23,2.66 +28478,0.32,Premium,E,SI1,60.4,61.0,672,4.42,4.39,2.66 +7112,1.11,Very Good,E,SI2,60.0,61.0,4170,6.66,6.71,4.01 +50020,0.7,Premium,F,SI1,62.1,59.0,2196,5.68,5.72,3.54 +49524,0.54,Ideal,G,VVS1,61.8,55.0,2123,5.24,5.27,3.25 +46006,0.61,Very Good,E,SI1,63.3,60.0,1726,5.36,5.29,3.37 +47934,0.56,Premium,E,VS2,61.8,56.0,1915,5.31,5.28,3.27 +23901,1.5,Ideal,G,SI1,61.0,57.0,12009,7.38,7.41,4.51 +26115,2.07,Premium,I,SI1,59.4,61.0,15392,8.35,8.31,4.95 +318,0.73,Premium,F,VS2,62.7,58.0,2801,5.76,5.7,3.59 +42423,0.51,Good,G,SI1,63.6,55.0,1312,5.06,5.03,3.21 +49009,0.53,Ideal,G,VVS2,62.2,54.0,2051,5.22,5.17,3.23 +464,0.7,Premium,E,VS2,59.3,60.0,2818,5.78,5.73,3.41 +35277,0.39,Ideal,F,VS1,62.5,57.0,895,4.66,4.69,2.92 +48723,0.52,Ideal,G,VVS2,61.8,57.0,2012,5.19,5.14,3.19 +21862,1.59,Very Good,I,SI1,62.4,56.0,9925,7.46,7.48,4.66 +44778,0.56,Premium,I,VVS1,60.6,59.0,1622,5.29,5.33,3.22 +14375,0.3,Very Good,H,VVS2,61.0,61.0,605,4.3,4.32,2.63 +7909,0.9,Ideal,G,SI2,60.7,57.0,4314,6.19,6.33,3.8 +47971,0.28,Very Good,D,VVS2,64.0,56.0,532,4.14,4.17,2.66 +19180,1.74,Premium,H,SI1,62.1,59.0,7932,7.69,7.63,4.76 +37072,0.41,Good,I,VS1,63.7,57.0,969,4.72,4.67,2.99 +17384,0.34,Premium,E,SI2,62.5,59.0,612,4.46,4.43,2.78 +4535,1.0,Premium,F,SI2,59.8,58.0,3640,6.53,6.48,3.89 +15040,0.3,Very Good,F,VS2,62.8,55.0,605,4.27,4.33,2.7 +5654,0.9,Good,F,SI1,63.6,59.0,3881,6.12,6.07,3.88 +50429,0.73,Ideal,H,SI2,61.6,57.0,2260,5.79,5.81,3.57 +53395,0.74,Very Good,I,VVS1,62.6,57.0,2666,5.76,5.78,3.61 +40666,0.45,Good,G,VS1,58.1,61.2,1154,5.02,5.07,2.93 +36584,0.33,Ideal,G,IF,61.7,56.0,946,4.47,4.51,2.77 +26683,0.32,Ideal,E,SI2,61.3,56.0,427,4.42,4.45,2.72 +14763,1.0,Very Good,G,VS2,63.0,58.0,5940,6.33,6.4,4.01 +9079,1.08,Ideal,I,SI1,62.1,59.0,4521,6.57,6.53,4.07 +7899,1.0,Premium,H,VVS2,61.9,61.0,4312,6.36,6.31,3.92 +28593,0.3,Ideal,G,VS2,63.0,55.0,675,4.31,4.29,2.71 +50705,0.71,Ideal,F,SI2,60.7,57.0,2291,5.78,5.81,3.52 +28645,0.33,Ideal,J,VS1,62.1,55.0,434,4.41,4.44,2.75 +28334,0.33,Ideal,H,VVS2,62.2,54.0,666,4.44,4.46,2.77 +48232,0.57,Premium,D,SI1,58.9,59.0,1949,5.46,5.41,3.2 +45302,0.31,Premium,F,SI2,63.0,58.0,523,4.36,4.34,2.74 +10480,1.09,Premium,G,SI2,61.1,59.0,4794,6.69,6.63,4.07 +31091,0.33,Very Good,G,VVS2,63.0,57.0,752,4.38,4.42,2.77 +52891,0.55,Very Good,D,VVS2,61.3,57.0,2585,5.26,5.28,3.23 +37192,0.34,Ideal,E,VVS1,62.2,54.0,973,4.52,4.55,2.82 +2551,0.77,Very Good,H,VVS2,61.1,56.0,3208,5.89,5.92,3.61 +33107,0.39,Ideal,G,VS2,62.0,57.0,816,4.68,4.74,2.92 +39083,0.31,Premium,E,IF,61.0,59.0,1060,4.36,4.39,2.67 +31963,0.43,Premium,H,I1,62.0,59.0,452,4.78,4.83,2.98 +30142,0.32,Premium,G,VS2,61.7,60.0,720,4.4,4.32,2.69 +4291,0.9,Ideal,J,VS1,61.6,55.0,3587,6.24,6.27,3.85 +41551,0.4,Very Good,F,VVS1,58.9,59.0,1236,4.81,4.84,2.84 +43277,0.3,Good,I,SI1,64.1,57.0,506,4.3,4.25,2.74 +12390,0.28,Ideal,F,VS1,62.0,57.0,598,4.19,4.23,2.61 +4984,0.71,Ideal,G,IF,60.9,57.0,3739,5.74,5.79,3.51 +38170,0.34,Very Good,E,VVS1,61.7,58.0,1014,4.43,4.48,2.75 +965,0.72,Ideal,D,SI1,61.1,56.0,2891,5.78,5.81,3.54 +33971,0.37,Ideal,F,VS1,61.1,56.0,846,4.64,4.65,2.84 +50939,0.71,Good,F,VS2,63.0,59.0,2320,5.59,5.65,3.54 +22381,1.51,Premium,I,VS1,61.1,61.0,10401,7.37,7.32,4.49 +32522,0.35,Ideal,H,VVS1,61.5,57.0,798,4.53,4.54,2.79 +20010,1.55,Ideal,J,VS1,60.4,57.0,8548,7.52,7.54,4.55 +38419,0.39,Ideal,E,VS1,62.3,57.0,1026,4.64,4.67,2.9 +16541,0.63,Ideal,D,IF,62.5,55.0,6607,5.5,5.47,3.43 +8300,0.9,Premium,G,VS2,61.8,60.0,4386,6.16,6.21,3.82 +29385,0.31,Premium,E,SI1,62.9,58.0,698,4.33,4.29,2.71 +9052,0.34,Premium,I,SI1,60.0,58.0,589,4.55,4.51,2.72 +43861,0.6,Premium,D,SI2,62.3,59.0,1449,5.41,5.31,3.34 +21965,1.23,Very Good,F,VS1,62.0,59.0,10035,6.84,6.87,4.25 +48562,0.56,Ideal,D,VS2,61.2,56.0,1991,5.31,5.38,3.27 +13486,0.91,Ideal,D,SI1,62.1,55.0,5535,6.2,6.24,3.86 +26693,0.28,Very Good,H,VS1,63.1,55.0,429,4.17,4.2,2.64 +53668,0.71,Very Good,H,VVS2,63.0,58.0,2709,5.64,5.72,3.58 +46120,0.52,Ideal,E,VS2,61.3,56.0,1743,5.21,5.17,3.18 +10611,1.0,Very Good,G,SI1,59.3,63.0,4827,6.48,6.44,3.83 +14779,1.2,Premium,D,SI2,61.4,60.0,5947,6.85,6.79,4.19 +40188,0.52,Very Good,E,SI2,62.9,56.0,1120,5.12,5.15,3.23 +1455,0.71,Ideal,G,VVS2,62.5,58.0,2978,5.7,5.73,3.57 +22655,1.82,Very Good,I,SI2,62.3,60.0,10701,7.71,7.76,4.82 +39768,0.36,Ideal,E,VS1,61.6,57.0,1094,4.58,4.54,2.81 +37865,0.37,Ideal,D,VS2,61.4,55.0,1003,4.64,4.67,2.86 +27454,1.7,Very Good,E,VS2,58.6,60.0,18107,7.91,7.82,4.61 +39702,0.4,Ideal,H,VVS1,62.2,55.0,1088,4.75,4.7,2.94 +46518,0.53,Ideal,H,VVS1,61.3,56.0,1781,5.21,5.23,3.2 +41788,0.39,Ideal,E,IF,62.5,57.0,1248,4.7,4.74,2.95 +7370,1.01,Good,F,SI2,63.2,58.0,4221,6.3,6.43,4.02 +23533,1.6,Very Good,E,SI2,62.5,54.0,11537,7.5,7.55,4.7 +39676,0.42,Premium,G,VS2,62.6,57.0,1087,4.8,4.76,2.99 +25391,2.08,Good,I,SI2,63.8,58.0,14084,8.1,8.02,5.14 +53869,0.75,Premium,F,SI1,61.1,59.0,2744,5.86,5.79,3.56 +33050,0.3,Ideal,F,VVS1,61.6,55.0,814,4.33,4.37,2.68 +35800,0.31,Very Good,F,IF,61.2,55.0,914,4.37,4.39,2.68 +41339,0.42,Ideal,E,VVS2,62.3,55.0,1216,4.76,4.81,2.98 +8177,1.05,Premium,F,SI2,62.3,56.0,4363,6.55,6.51,4.07 +31455,0.34,Premium,E,SI1,59.3,58.0,765,4.59,4.55,2.71 +25636,1.51,Premium,G,VS1,62.6,60.0,14507,7.28,7.19,4.53 +20727,0.31,Premium,F,VS2,62.3,59.0,625,4.29,4.34,2.69 +18279,1.56,Very Good,J,SI1,59.6,58.0,7424,7.55,7.59,4.51 +27333,1.76,Very Good,G,VVS2,61.1,59.0,17888,7.81,7.9,4.8 +38276,0.21,Premium,E,VS2,59.6,56.0,386,3.93,3.89,2.33 +29502,0.32,Ideal,E,VS2,62.2,55.0,702,4.36,4.38,2.72 +31835,0.34,Very Good,E,VVS2,62.7,59.0,775,4.41,4.43,2.77 +43689,0.5,Good,D,SI1,62.9,59.0,1436,4.94,5.01,3.13 +16829,1.22,Good,I,VS1,59.2,61.0,6713,7.01,6.95,4.13 +15258,1.01,Good,G,VS2,62.7,60.0,6126,6.27,6.32,3.95 +43000,0.55,Ideal,D,SI2,61.3,57.0,1368,5.28,5.23,3.22 +26971,1.6,Ideal,G,VS1,62.0,54.0,17050,7.53,7.5,4.6 +25511,1.72,Premium,F,SI1,62.4,60.0,14300,7.67,7.62,4.77 +41914,0.6,Very Good,J,VS2,60.0,59.4,1262,5.47,5.51,3.29 +19453,1.25,Premium,H,VS1,62.0,59.0,8099,6.88,6.84,4.25 +45052,0.52,Very Good,E,VS2,63.0,58.0,1641,5.07,5.12,3.21 +42758,0.46,Very Good,E,VS2,58.9,59.4,1345,5.05,5.1,2.99 +26601,2.3,Ideal,I,SI2,61.8,57.0,16329,8.48,8.45,5.23 +3179,0.91,Good,G,SI2,63.6,59.0,3340,6.11,6.15,3.9 +19398,1.02,Ideal,F,VS1,61.5,56.0,8061,6.5,6.47,3.99 +11913,0.9,Very Good,D,SI1,62.3,53.0,5123,6.2,6.22,3.87 +24196,2.03,Premium,J,SI2,62.7,59.0,12380,8.08,8.02,5.05 +24882,2.12,Premium,H,SI2,61.5,59.0,13307,8.26,8.21,5.06 +41945,0.35,Premium,H,SI1,62.4,58.0,504,4.47,4.54,2.81 +38598,0.38,Ideal,E,VS2,61.7,54.0,1038,4.66,4.68,2.88 +17518,1.04,Premium,E,VS2,61.1,59.0,7047,6.54,6.56,4.0 +15142,1.02,Premium,G,VS2,62.6,59.0,6087,6.43,6.39,4.01 +27550,2.02,Ideal,I,VS1,62.1,56.0,18324,8.13,8.09,5.04 +42458,0.5,Good,G,VS2,57.9,61.0,1316,5.2,5.23,3.02 +53432,0.72,Good,F,VS2,58.0,57.0,2671,5.93,6.01,3.46 +45803,0.5,Premium,F,VS1,61.3,59.0,1710,5.09,5.15,3.14 +19570,1.01,Premium,D,VS1,61.8,54.0,8201,6.44,6.38,3.96 +28904,0.3,Good,H,VVS1,63.3,55.0,684,4.29,4.34,2.73 +45884,0.55,Very Good,E,VS2,61.6,60.0,1719,5.23,5.27,3.23 +44722,0.53,Ideal,G,VS2,61.4,55.0,1615,5.23,5.26,3.22 +18562,1.21,Very Good,G,VS2,62.3,58.0,7568,6.76,6.8,4.22 +33840,0.38,Ideal,F,SI1,60.4,57.0,844,4.7,4.74,2.85 +26760,2.25,Ideal,I,SI2,60.5,56.0,16575,8.49,8.54,5.15 +19013,1.29,Good,F,SI1,63.8,60.0,7828,6.9,6.86,4.39 +39801,0.38,Ideal,F,VVS1,62.4,53.0,1096,4.63,4.67,2.9 +41382,0.46,Ideal,J,IF,61.8,56.0,1221,4.98,4.95,3.07 +2519,0.84,Ideal,I,VS1,61.4,57.0,3201,6.03,6.09,3.72 +16510,1.02,Ideal,F,VS2,62.7,54.0,6597,6.5,6.42,4.05 +35950,0.3,Ideal,F,SI1,62.1,55.0,475,4.31,4.35,2.69 +31694,0.4,Ideal,H,SI1,61.7,56.0,770,4.72,4.77,2.93 +19995,1.04,Premium,D,VS1,60.5,59.0,8532,6.62,6.58,3.99 +19875,1.5,Very Good,J,VVS2,63.3,57.0,8427,7.28,7.25,4.6 +6288,0.91,Premium,H,VS2,62.5,59.0,4018,6.19,6.09,3.84 +42171,0.53,Premium,I,VS1,62.3,58.0,1286,5.18,5.26,3.25 +1137,0.71,Very Good,E,VS2,59.9,59.0,2921,5.77,5.81,3.47 +39905,0.49,Premium,H,VS2,59.5,62.0,1103,5.14,5.12,3.05 +10072,0.32,Good,H,SI1,63.7,55.0,591,4.33,4.3,2.75 +10417,1.0,Very Good,E,SI2,62.9,60.0,4781,6.3,6.35,3.98 +61,0.35,Ideal,I,VS1,60.9,57.0,552,4.54,4.59,2.78 +47311,0.23,Very Good,F,VVS2,61.9,59.0,530,3.94,3.97,2.45 +28079,0.4,Ideal,J,VVS2,61.9,55.0,662,4.74,4.79,2.95 +52003,0.78,Premium,F,SI2,62.7,56.0,2444,5.87,5.84,3.67 +10714,0.31,Premium,D,SI2,60.1,60.0,593,4.41,4.38,2.64 +50548,0.7,Very Good,H,VS2,62.3,56.0,2276,5.66,5.7,3.54 +31901,0.3,Premium,G,VS1,62.3,59.0,776,4.3,4.27,2.67 +37419,0.36,Premium,F,VVS2,62.7,58.0,983,4.55,4.51,2.84 +9911,1.01,Premium,E,SI2,62.9,59.0,4688,6.37,6.31,3.99 +53006,0.7,Premium,D,SI2,60.0,60.0,2596,5.72,5.56,3.5 +1103,0.71,Premium,D,SI1,60.6,58.0,2913,5.77,5.79,3.5 +35395,0.41,Very Good,H,VVS2,62.2,58.0,899,4.71,4.74,2.94 +25374,0.39,Ideal,J,VS2,61.2,56.0,642,4.71,4.74,2.89 +29544,0.43,Premium,E,SI2,61.0,60.0,704,4.87,4.94,2.99 +37492,0.35,Ideal,E,VS2,62.0,55.0,984,4.54,4.52,2.81 +29213,0.31,Ideal,F,VS1,61.8,56.0,695,4.33,4.36,2.68 +51714,0.72,Very Good,E,SI2,62.2,59.0,2401,5.72,5.79,3.58 +17751,1.46,Very Good,I,SI1,62.5,57.0,7146,7.15,7.19,4.48 +2436,0.7,Premium,D,VS1,60.9,60.0,3183,5.75,5.71,3.49 +9452,0.76,Ideal,F,IF,59.6,58.0,4596,5.95,5.96,3.55 +44423,0.75,Premium,J,SI2,62.9,56.0,1588,5.76,5.72,3.61 +52205,0.71,Ideal,D,SI2,62.4,55.0,2480,5.71,5.74,3.57 +52674,0.7,Premium,G,VS2,62.9,62.0,2550,5.63,5.57,3.52 +53419,0.72,Premium,F,SI1,59.5,62.0,2670,5.85,5.74,3.45 +39001,0.41,Ideal,G,VVS1,61.6,57.0,1055,4.75,4.77,2.93 +33942,0.29,Ideal,H,VS1,62.4,54.0,464,4.23,4.26,2.65 +13717,0.3,Ideal,E,VS2,62.0,53.0,603,4.31,4.33,2.68 +29291,0.31,Ideal,I,SI1,62.1,54.0,436,4.37,4.39,2.72 +32882,0.4,Ideal,J,VS1,62.6,55.0,810,4.75,4.71,2.96 +37554,0.32,Ideal,D,VVS1,62.1,54.0,988,4.43,4.4,2.74 +10356,1.04,Ideal,F,SI1,62.2,57.0,4770,6.5,6.4,4.01 +25232,2.01,Premium,I,SI2,62.6,56.0,13833,8.1,8.0,5.04 +456,0.63,Ideal,F,VVS2,61.5,56.0,2817,5.48,5.52,3.38 +37886,0.42,Ideal,D,VS1,61.4,55.0,1006,4.8,4.9,2.98 +8247,1.04,Ideal,G,SI2,61.4,57.0,4375,6.48,6.54,4.0 +46721,0.51,Very Good,D,VS2,63.5,56.0,1793,5.1,5.04,3.22 +8954,0.96,Ideal,F,SI2,60.9,60.0,4500,6.31,6.36,3.86 +7616,1.01,Very Good,D,SI2,59.8,57.0,4260,6.51,6.57,3.91 +37952,0.41,Premium,G,VVS2,61.6,58.0,1007,4.74,4.8,2.94 +29886,0.3,Ideal,E,VS1,61.7,57.0,710,4.28,4.31,2.65 +10045,0.31,Premium,I,SI1,59.6,58.0,418,4.39,4.44,2.63 +45913,0.53,Ideal,G,VS1,62.7,55.0,1721,5.16,5.18,3.24 +21763,1.5,Ideal,E,SI1,61.9,57.0,9828,7.37,7.31,4.54 +51331,0.7,Very Good,F,VS2,62.3,56.0,2362,5.66,5.71,3.54 +31042,0.38,Very Good,I,VS1,62.0,55.0,750,4.65,4.67,2.89 +28452,0.32,Ideal,D,VS2,61.2,56.0,671,4.38,4.41,2.69 +38729,0.4,Ideal,G,VVS1,62.1,53.0,1043,4.75,4.79,2.96 +37808,0.35,Ideal,G,IF,62.0,54.0,1001,4.54,4.56,2.82 +52186,0.72,Very Good,G,VS2,63.3,57.0,2477,5.71,5.67,3.6 +39830,0.39,Premium,E,VS1,58.8,59.0,1097,4.76,4.73,2.79 +29927,0.36,Ideal,D,SI1,61.9,55.7,713,4.57,4.59,2.84 +23679,1.39,Ideal,E,VS2,60.8,57.0,11726,7.24,7.21,4.39 +16780,1.02,Ideal,G,VS1,62.2,56.0,6683,6.46,6.4,4.0 +33602,0.31,Very Good,G,SI1,63.0,56.0,462,4.3,4.34,2.72 +41150,0.52,Ideal,G,SI1,61.1,55.0,1197,5.22,5.26,3.2 +370,1.0,Fair,G,I1,66.4,59.0,2808,6.16,6.09,4.07 +13050,0.3,Ideal,F,VS2,62.1,53.6,601,4.28,4.31,2.67 +41440,0.46,Good,F,VS1,59.2,63.0,1228,5.0,5.03,2.97 +46248,0.53,Ideal,D,SI1,61.7,56.0,1753,5.23,5.15,3.2 +32998,0.38,Very Good,H,SI1,63.3,57.0,812,4.62,4.58,2.91 +37269,0.32,Very Good,H,SI1,61.8,56.0,482,4.38,4.41,2.71 +6307,1.0,Premium,F,SI1,62.8,61.0,4022,6.37,6.25,3.96 +18213,1.0,Fair,E,VS1,64.4,55.0,7392,6.33,6.3,4.07 +22388,1.11,Ideal,F,VVS1,61.9,57.0,10412,6.62,6.66,4.11 +41960,0.23,Very Good,E,VVS2,61.3,57.0,505,3.97,4.02,2.45 +41232,0.43,Ideal,D,VS1,62.1,55.0,1207,4.83,4.86,3.01 +27718,0.32,Ideal,I,VS1,60.9,56.0,648,4.46,4.44,2.71 +16846,1.2,Good,G,VS2,64.0,59.0,6720,6.8,6.63,4.3 +29697,0.31,Good,G,VVS2,63.1,57.0,707,4.3,4.32,2.72 +13965,1.03,Ideal,G,SI1,62.2,59.0,5684,6.41,6.45,4.0 +22239,1.5,Premium,H,VS2,60.8,59.0,10291,7.34,7.36,4.47 +19366,0.4,Very Good,D,SI2,63.0,59.0,622,4.64,4.69,2.94 +50883,0.78,Very Good,H,SI2,62.7,56.0,2316,5.85,5.89,3.68 +31714,0.42,Ideal,I,VS1,61.5,56.0,771,4.83,4.86,2.98 +26443,2.0,Premium,E,SI2,58.1,60.0,15984,8.32,8.25,4.81 +10497,1.0,Fair,E,SI1,65.8,59.0,4798,6.07,6.15,4.02 +31935,0.3,Ideal,F,VS2,60.4,56.0,776,4.37,4.34,2.63 +8809,0.91,Premium,D,SI1,62.8,59.0,4476,6.21,6.17,3.89 +39367,0.36,Premium,G,IF,61.0,59.0,1074,4.55,4.6,2.79 +53355,0.8,Ideal,G,SI2,63.0,56.0,2657,5.85,5.9,3.7 +12099,1.16,Premium,F,SI2,62.1,59.0,5164,6.76,6.71,4.18 +46635,0.3,Very Good,E,SI1,62.7,60.0,526,4.24,4.28,2.67 +8856,1.01,Fair,G,VS2,66.8,56.0,4480,6.15,6.09,4.09 +48163,0.57,Ideal,G,VS1,61.2,55.0,1942,5.35,5.38,3.29 +29885,0.3,Ideal,E,VS1,61.5,56.0,710,4.31,4.37,2.67 +35794,0.39,Ideal,F,VS1,61.7,56.0,913,4.68,4.72,2.9 +617,0.71,Premium,G,VVS2,60.3,58.0,2839,5.82,5.78,3.5 +47849,0.53,Premium,E,VS2,58.5,61.0,1908,5.33,5.26,3.1 +38024,0.39,Premium,G,VS2,60.9,59.0,1009,4.74,4.69,2.87 +22355,0.31,Ideal,H,VS2,62.2,55.0,628,4.39,4.35,2.72 +50188,0.7,Very Good,E,SI2,61.8,60.0,2224,5.61,5.65,3.48 +42425,0.51,Good,F,SI1,63.6,56.0,1312,5.11,5.08,3.24 +33085,0.3,Good,E,VVS2,59.8,64.0,814,4.34,4.29,2.58 +51073,0.7,Premium,F,SI1,62.5,59.0,2333,5.65,5.67,3.54 +32753,0.34,Premium,D,SI1,60.2,60.0,803,4.54,4.5,2.72 +49085,0.6,Ideal,D,VS2,62.8,57.0,2061,5.37,5.39,3.38 +10003,1.03,Good,H,SI1,59.3,56.0,4705,6.57,6.66,3.92 +35177,0.31,Ideal,G,IF,61.9,54.0,891,4.35,4.37,2.7 +43666,0.5,Ideal,F,VS2,62.7,57.0,1436,5.08,5.1,3.19 +31125,0.43,Very Good,G,SI1,62.3,59.0,754,4.79,4.81,2.99 +8831,0.98,Premium,E,SI2,61.7,61.0,4478,6.38,6.34,3.93 +48808,0.5,Ideal,D,VS1,61.6,57.0,2025,5.13,5.09,3.15 +13187,1.24,Ideal,J,VS2,62.8,56.0,5451,6.83,6.8,4.28 +48598,0.7,Fair,G,SI1,61.6,66.0,1995,5.62,5.57,3.45 +6263,1.01,Good,F,SI2,59.4,60.0,4011,6.44,6.49,3.84 +22657,1.54,Premium,H,VS2,61.8,59.0,10702,7.35,7.4,4.56 +38193,0.41,Premium,D,SI1,62.9,58.0,1015,4.75,4.7,2.97 +43811,0.51,Premium,G,VS2,62.6,57.0,1443,5.15,5.1,3.21 +51344,0.75,Very Good,E,SI2,59.0,58.0,2363,5.95,5.99,3.52 +31083,0.31,Very Good,E,VVS1,60.3,57.0,752,4.41,4.44,2.67 +14181,0.81,Ideal,E,VVS1,62.5,54.0,5752,5.95,5.98,3.73 +41913,0.42,Very Good,E,VVS2,59.4,60.0,1262,4.88,4.91,2.91 +45678,0.56,Ideal,H,VS2,61.8,54.0,1694,5.34,5.31,3.29 +7840,1.01,Good,F,SI2,61.5,62.0,4302,6.41,6.46,3.96 +47000,0.62,Very Good,I,VS1,61.8,55.0,1818,5.5,5.53,3.41 +44090,0.5,Ideal,E,VS2,61.6,56.0,1554,5.1,5.13,3.15 +5978,1.12,Good,J,SI1,63.7,61.0,3951,6.54,6.5,4.15 +8243,1.05,Premium,I,SI2,60.2,61.0,4374,6.64,6.61,3.99 +41720,0.34,Ideal,E,IF,62.0,56.0,1243,4.5,4.47,2.78 +31396,0.45,Very Good,G,SI2,59.7,61.0,764,4.95,5.0,2.97 +41526,0.42,Premium,G,VVS1,59.3,59.0,1235,4.92,4.9,2.91 +36196,0.37,Ideal,F,VVS1,61.5,56.0,931,4.59,4.61,2.83 +9337,1.0,Ideal,H,SI2,62.0,55.0,4580,6.39,6.43,3.98 +7605,0.92,Premium,E,SI1,60.9,59.0,4258,6.25,6.27,3.81 +31033,0.31,Very Good,F,VS2,63.5,55.0,749,4.32,4.31,2.74 +47076,0.52,Very Good,D,VS2,60.6,56.0,1822,5.22,5.25,3.17 +45554,0.51,Premium,D,SI1,60.1,60.0,1687,5.18,5.14,3.1 +33883,0.3,Premium,E,VS2,61.9,59.0,844,4.33,4.29,2.67 +35383,0.41,Very Good,G,VS1,60.0,61.0,899,4.77,4.86,2.89 +28744,0.31,Ideal,E,VS2,61.0,54.0,680,4.37,4.41,2.68 +47267,0.53,Very Good,E,VS1,61.7,59.0,1844,5.18,5.2,3.2 +38042,0.35,Fair,D,VVS2,53.2,62.0,1011,4.87,4.8,2.57 +35780,0.32,Ideal,F,VVS1,61.8,55.0,912,4.39,4.41,2.72 +22883,1.53,Premium,I,VS1,62.4,59.0,10924,7.34,7.3,4.57 +24986,2.02,Very Good,J,VS2,62.6,58.0,13499,8.03,8.1,5.05 +20763,1.53,Very Good,D,SI2,62.9,56.0,9001,7.25,7.31,4.58 +10662,1.2,Premium,J,SI1,60.6,59.0,4838,6.88,6.84,4.16 +28985,0.35,Very Good,D,VS2,62.8,58.0,685,4.47,4.51,2.82 +40777,0.53,Very Good,E,SI2,63.1,58.0,1167,5.15,5.18,3.26 +25165,1.7,Premium,G,SI1,62.5,61.0,13737,7.54,7.47,4.69 +14686,1.14,Premium,F,SI1,59.6,58.0,5925,6.78,6.8,4.05 +15564,1.01,Ideal,G,VS2,61.6,56.0,6239,6.43,6.46,3.97 +12416,1.06,Premium,F,SI1,61.0,58.0,5236,6.65,6.6,4.04 +16717,0.3,Ideal,F,SI1,61.2,55.0,609,4.35,4.37,2.67 +41549,0.7,Very Good,I,I1,63.2,59.0,1235,5.62,5.59,3.54 +1129,0.7,Good,F,VS1,63.8,58.0,2919,5.61,5.58,3.57 +43291,0.5,Ideal,H,VS2,62.3,58.0,1400,5.12,5.05,3.17 +22718,1.64,Ideal,F,SI2,61.4,57.0,10733,7.55,7.59,4.65 +18018,1.25,Ideal,E,SI2,62.3,58.0,7289,6.86,6.89,4.28 +46935,0.52,Ideal,E,VS2,60.9,57.0,1815,5.23,5.21,3.18 +38270,0.3,Ideal,J,VS2,61.6,56.0,384,4.31,4.33,2.66 +5576,1.21,Fair,H,SI1,69.6,55.0,3862,6.49,6.42,4.49 +50911,0.56,Ideal,G,VVS1,62.0,56.0,2318,5.3,5.28,3.28 +31168,0.41,Very Good,E,SI1,60.5,61.0,755,4.78,4.8,2.9 +40150,0.35,Ideal,E,VVS1,62.0,56.0,1116,4.58,4.51,2.82 +12710,0.26,Ideal,F,VVS1,62.4,56.0,599,4.1,4.11,2.56 +12959,1.21,Ideal,I,VS2,62.3,58.0,5387,6.79,6.75,4.22 +1214,0.73,Very Good,G,VS1,60.7,57.0,2939,5.76,5.83,3.52 +33410,0.28,Premium,E,VVS1,61.1,60.0,828,4.21,4.17,2.56 +23922,2.01,Premium,J,SI2,60.8,58.0,12048,8.19,8.13,4.96 +14711,0.3,Ideal,F,VS2,61.6,57.0,605,4.28,4.32,2.65 +11611,1.3,Very Good,J,SI2,61.1,61.0,5047,6.95,7.0,4.26 +34614,0.27,Ideal,E,VS1,61.6,56.0,470,4.14,4.17,2.56 +40305,0.4,Premium,E,VS1,61.8,56.0,1125,4.77,4.74,2.94 +38434,0.38,Ideal,F,VS2,62.1,57.0,1026,4.67,4.61,2.88 +22230,1.59,Ideal,H,SI1,61.4,55.0,10284,7.56,7.51,4.63 +20408,1.5,Ideal,F,SI1,60.9,56.0,8770,7.43,7.36,4.5 +9884,1.09,Good,D,SI2,63.8,60.0,4682,6.57,6.49,4.16 +30075,0.32,Ideal,E,SI1,61.8,55.0,720,4.45,4.42,2.74 +38319,0.52,Ideal,I,SI1,62.0,54.0,1019,5.17,5.19,3.21 +49205,0.72,Ideal,G,SI2,62.1,54.0,2079,5.77,5.82,3.6 +32855,0.4,Very Good,H,VS1,62.6,58.0,807,4.68,4.71,2.94 +41459,0.59,Premium,E,SI2,61.4,59.0,1229,5.4,5.32,3.29 +53756,0.7,Good,F,VS1,63.7,55.0,2724,5.56,5.61,3.56 +18796,1.26,Ideal,H,VS1,61.4,56.0,7691,7.01,6.97,4.29 +4679,0.7,Ideal,G,IF,60.2,57.0,3672,5.78,5.84,3.5 +6546,0.9,Good,H,VS1,60.6,61.0,4072,6.13,6.19,3.73 +10624,1.07,Premium,H,VS2,58.9,58.0,4830,6.7,6.65,3.93 +168,0.58,Ideal,G,VVS1,61.5,55.0,2772,5.39,5.44,3.33 +20094,1.57,Premium,G,SI2,61.1,61.0,8572,7.46,7.43,4.55 +50359,0.72,Premium,G,SI1,60.6,59.0,2246,5.8,5.76,3.5 +23317,1.7,Premium,I,VS2,61.2,59.0,11360,7.62,7.55,4.64 +10244,0.94,Premium,F,SI1,59.8,61.0,4748,6.39,6.35,3.81 +50397,0.72,Good,D,SI2,64.1,57.0,2254,5.64,5.71,3.64 +51340,0.79,Premium,H,VS2,61.1,59.0,2362,5.96,5.93,3.63 +22344,1.24,Ideal,G,VVS2,61.4,58.0,10395,6.88,6.92,4.24 +5390,0.3,Very Good,G,SI1,59.5,63.0,574,4.32,4.29,2.56 +19126,1.51,Very Good,I,SI1,63.1,56.0,7891,7.28,7.33,4.61 +17896,1.4,Premium,G,SI2,62.0,60.0,7225,7.1,7.16,4.42 +14405,1.12,Ideal,H,SI1,60.9,57.0,5818,6.7,6.73,4.09 +44351,0.56,Ideal,G,VS2,61.9,55.0,1580,5.28,5.32,3.28 +52220,0.5,Ideal,D,VVS2,61.4,55.0,2482,5.13,5.16,3.16 +41417,0.53,Ideal,H,SI1,62.4,59.0,1226,5.18,5.21,3.24 +15976,1.27,Ideal,I,VS1,62.8,57.0,6396,6.86,6.89,4.32 +13134,1.11,Premium,H,SI1,62.5,58.0,5433,6.64,6.61,4.14 +1512,0.81,Premium,G,VS2,62.0,58.0,2994,5.95,5.92,3.68 +26490,1.7,Very Good,G,VS2,61.6,58.0,16086,7.63,7.67,4.71 +18669,1.04,Premium,F,VS1,59.4,60.0,7632,6.58,6.56,3.9 +18555,1.02,Ideal,D,SI1,61.7,56.0,7564,6.4,6.49,3.97 +15839,1.01,Very Good,E,VS2,63.1,60.0,6335,6.3,6.26,3.96 +17297,1.08,Ideal,G,VS2,61.8,55.0,6931,6.57,6.63,4.08 +9149,1.01,Good,G,SI1,63.5,64.0,4538,6.41,6.28,4.03 +42951,0.3,Premium,J,VS1,61.9,56.0,506,4.32,4.28,2.66 +20371,0.31,Very Good,G,VS1,59.6,61.0,625,4.35,4.38,2.6 +18146,1.02,Premium,F,VS1,62.0,59.0,7351,6.39,6.41,3.97 +42736,0.51,Ideal,E,SI1,62.4,55.0,1343,5.09,5.14,3.19 +19859,1.06,Very Good,G,IF,61.2,57.0,8415,6.52,6.56,4.0 +6650,0.9,Premium,E,SI1,59.8,58.0,4092,6.26,6.21,3.73 +16863,1.04,Good,F,VS2,63.7,58.0,6727,6.43,6.34,4.07 +28801,0.27,Very Good,E,VVS1,61.3,57.0,682,4.15,4.18,2.55 +7748,0.91,Very Good,F,SI1,59.7,55.0,4279,6.33,6.36,3.79 +16458,1.01,Very Good,E,VS2,60.4,57.0,6577,6.45,6.49,3.91 +15592,1.04,Ideal,H,VS1,62.2,56.6,6255,6.43,6.49,4.02 +9203,1.04,Ideal,J,VS2,61.3,54.0,4550,6.53,6.55,4.01 +21323,1.35,Premium,G,VS2,62.8,59.0,9471,7.04,7.01,4.41 +38976,0.4,Premium,E,VS1,62.5,58.0,1053,4.69,4.72,2.94 +34536,0.33,Ideal,G,VVS1,61.8,55.0,868,4.42,4.45,2.74 +24821,1.52,Premium,G,VS1,61.5,58.0,13207,7.39,7.31,4.52 +20754,1.59,Very Good,E,SI2,61.1,57.0,8994,7.48,7.54,4.59 +12786,1.01,Good,H,VS2,64.4,58.0,5331,6.18,6.24,4.0 +26233,1.55,Very Good,F,VS1,61.6,56.0,15658,7.38,7.45,4.57 +36629,0.29,Very Good,H,VVS1,62.0,55.0,478,4.24,4.27,2.64 +44709,0.57,Ideal,E,SI1,62.2,55.0,1613,5.37,5.31,3.32 +2373,0.32,Ideal,G,VS2,62.0,57.0,561,4.39,4.41,2.73 +10004,1.22,Fair,F,SI2,65.0,56.0,4705,6.71,6.8,4.39 +35653,0.31,Ideal,G,VVS2,62.7,57.0,907,4.33,4.31,2.71 +37452,0.35,Premium,E,VS2,59.5,58.0,984,4.62,4.59,2.74 +35109,0.3,Ideal,F,IF,62.1,57.0,886,4.27,4.3,2.66 +1877,0.75,Ideal,G,VS2,61.6,55.0,3073,5.86,5.89,3.62 +51129,0.72,Ideal,I,VVS2,62.4,53.0,2340,5.75,5.78,3.6 +29127,0.3,Very Good,G,VVS1,61.3,56.0,691,4.34,4.37,2.67 +20837,1.01,Premium,F,VVS2,60.4,59.0,9065,6.45,6.49,3.91 +18119,1.06,Ideal,F,VS2,62.1,55.0,7334,6.52,6.55,4.06 +50638,0.23,Very Good,F,VS2,61.6,59.0,402,3.96,4.0,2.45 +34015,0.3,Premium,D,VS1,60.7,58.0,848,4.36,4.34,2.64 +22664,1.83,Premium,J,SI1,60.4,58.0,10709,7.96,7.94,4.8 +11012,1.01,Very Good,G,SI1,62.6,59.0,4916,6.38,6.3,3.97 +48622,0.7,Good,H,SI2,63.6,54.0,1999,5.67,5.62,3.59 +18432,1.5,Good,H,SI2,63.6,58.0,7495,7.15,7.2,4.56 +30991,0.37,Ideal,F,VS2,61.4,56.0,746,4.59,4.63,2.83 +4738,0.3,Ideal,F,VS2,60.9,56.0,573,4.35,4.39,2.66 +21877,1.6,Very Good,H,SI1,63.2,55.0,9946,7.46,7.41,4.7 +40288,0.29,Very Good,E,VS1,62.1,57.0,496,4.2,4.24,2.62 +53629,0.3,Premium,D,SI1,61.7,59.0,552,4.28,4.31,2.65 +32167,0.41,Ideal,H,SI2,61.7,56.0,787,4.8,4.77,2.95 +32591,0.33,Ideal,G,VVS1,60.4,58.0,802,4.5,4.51,2.72 +53035,0.71,Very Good,G,SI1,62.8,55.0,2604,5.68,5.73,3.58 +18578,1.51,Good,I,VS2,63.8,57.0,7577,7.24,7.18,4.6 +37080,0.41,Good,F,SI1,63.9,56.0,969,4.74,4.68,3.01 +13602,1.15,Ideal,G,VS2,59.2,56.0,5564,6.88,6.83,0.0 +15087,1.05,Very Good,D,SI1,59.3,58.0,6063,6.68,6.74,3.98 +9095,1.02,Very Good,E,SI1,63.1,57.0,4524,6.43,6.37,4.04 +1641,0.7,Ideal,G,VS1,61.1,56.0,3017,5.72,5.74,3.5 +16506,2.1,Fair,G,I1,64.6,58.0,6597,8.05,8.01,5.19 +20037,0.3,Ideal,I,VS2,62.6,56.0,421,4.29,4.31,2.69 +37847,0.33,Ideal,D,VS2,62.6,56.0,1002,4.43,4.39,2.76 +10383,0.41,Very Good,H,SI2,61.5,59.0,593,4.8,4.82,2.96 +16623,1.07,Premium,G,VS2,62.9,59.0,6644,6.52,6.49,4.09 +13468,1.13,Very Good,I,VS2,60.7,58.0,5531,6.72,6.75,4.09 +40907,0.55,Very Good,J,VS2,62.9,54.0,1179,5.23,5.29,3.31 +32039,0.3,Ideal,E,VVS2,61.7,53.8,779,4.31,4.34,2.67 +4533,0.91,Premium,E,SI2,62.8,61.0,3639,6.09,6.07,3.82 +41991,0.43,Premium,G,VVS1,62.3,59.0,1264,4.83,4.77,2.99 +16360,0.3,Premium,H,VS2,61.1,61.0,608,4.32,4.29,2.63 +15092,1.01,Good,G,VS1,62.7,57.0,6066,6.33,6.42,4.0 +1627,0.84,Very Good,G,SI2,62.8,57.0,3015,6.0,6.04,3.78 +52274,0.72,Premium,F,SI1,61.7,59.0,2492,5.74,5.7,3.53 +52133,0.52,Premium,D,VVS2,59.8,60.0,2467,5.28,5.22,3.14 +14540,1.21,Very Good,H,SI1,63.1,60.0,5871,6.74,6.69,4.24 +25792,1.74,Ideal,F,SI1,62.4,57.0,14775,7.68,7.64,4.78 +42047,0.51,Very Good,H,VS2,63.5,60.0,1268,5.04,5.01,3.19 +25684,0.31,Ideal,G,VS1,61.0,56.0,642,4.35,4.4,2.67 +46488,0.57,Ideal,E,VS2,62.1,55.0,1778,5.37,5.33,3.32 +36059,0.31,Ideal,G,IF,61.0,56.0,924,4.37,4.39,2.67 +23295,1.26,Ideal,E,VS1,61.2,56.0,11323,6.97,6.93,4.25 +38021,0.39,Very Good,G,VS2,63.3,57.0,1009,4.65,4.61,2.93 +19053,1.02,Ideal,F,VS1,62.2,57.0,7836,6.39,6.43,3.99 +48449,0.7,Fair,F,SI1,65.3,54.0,1974,5.58,5.54,3.63 +17547,1.01,Premium,G,VS1,60.7,58.0,7059,6.52,6.49,3.95 +18436,1.37,Ideal,I,VS2,61.3,56.0,7500,7.15,7.18,4.39 +6020,1.21,Very Good,I,SI2,63.4,62.0,3964,6.84,6.69,4.31 +22236,1.5,Good,H,VS2,63.6,58.0,10291,7.22,7.27,4.61 +26767,2.45,Ideal,F,SI2,62.0,55.0,16589,8.67,8.64,5.36 +5848,1.0,Very Good,G,SI2,63.3,56.0,3920,6.38,6.29,4.01 +27486,2.01,Ideal,G,VS2,63.0,56.0,18172,8.0,7.93,5.02 +2184,1.0,Fair,E,SI2,67.0,53.0,3136,6.19,6.13,4.13 +16959,1.2,Premium,F,SI1,61.0,62.0,6774,6.96,6.81,4.2 +8169,0.9,Good,D,SI1,61.1,62.0,4362,6.2,6.24,3.8 +36194,0.4,Ideal,G,VVS2,62.3,54.0,931,4.75,4.78,2.97 +18611,1.21,Ideal,D,SI1,63.0,57.0,7589,6.82,6.76,4.28 +15902,1.07,Very Good,G,VS2,60.5,56.0,6355,6.64,6.71,4.04 +36296,0.34,Premium,H,SI1,62.1,59.0,477,4.46,4.5,2.78 +18166,1.37,Very Good,E,SI2,62.5,59.0,7365,6.98,7.04,4.38 +12376,0.36,Ideal,E,SI1,60.9,57.0,597,4.58,4.62,2.8 +15037,0.3,Very Good,F,VS2,62.9,57.0,605,4.26,4.29,2.69 +30522,0.32,Ideal,G,VVS1,61.3,55.0,733,4.46,4.38,2.71 +32143,0.32,Ideal,G,VVS1,61.8,56.0,786,4.39,4.41,2.72 +19340,3.01,Premium,I,I1,62.7,58.0,8040,9.1,8.97,5.67 +49279,0.54,Premium,G,VVS2,60.5,55.0,2090,5.28,5.24,3.18 +9100,1.01,Premium,G,SI2,61.9,60.0,4525,6.37,6.33,3.93 +37895,0.41,Ideal,D,VS2,61.6,55.0,1007,4.74,4.77,2.93 +36210,0.36,Premium,H,VVS2,60.6,58.0,932,4.6,4.58,2.78 +15714,0.37,Ideal,G,SI1,61.0,56.0,608,4.61,4.68,2.84 +52733,0.55,Ideal,F,VVS2,62.3,54.0,2558,5.27,5.29,3.29 +14794,1.23,Ideal,H,SI2,60.6,57.0,5951,6.98,6.94,4.22 +18321,1.0,Very Good,G,VVS2,59.5,61.0,7453,6.42,6.46,3.83 +10341,1.11,Premium,G,SI1,61.5,58.0,4768,6.73,6.63,4.1 +30932,0.33,Ideal,H,SI2,61.2,54.0,448,4.45,4.5,2.74 +48261,0.54,Very Good,E,VVS2,63.3,60.0,1955,5.1,5.17,3.25 +22454,1.63,Premium,I,VS2,61.0,60.0,10479,7.62,7.59,4.64 +21481,1.52,Very Good,I,VS1,62.2,63.0,9576,7.26,7.23,4.51 +27865,0.32,Ideal,G,SI1,61.4,56.0,653,4.44,4.42,2.72 +4816,0.71,Good,F,VS1,61.8,57.0,3701,5.73,5.76,3.55 +14795,1.05,Very Good,D,SI1,59.3,59.0,5952,6.63,6.69,3.95 +37897,0.41,Ideal,G,VVS2,61.8,56.0,1007,4.74,4.78,2.94 +17098,2.17,Fair,G,I1,55.6,62.0,6817,8.75,8.69,4.8 +40004,0.41,Premium,F,VS2,62.6,58.0,1107,4.81,4.75,2.99 +3220,0.77,Very Good,F,VS1,62.8,58.0,3350,5.79,5.86,3.66 +38848,0.4,Ideal,I,IF,62.4,56.0,1050,4.73,4.7,2.94 +48203,0.53,Ideal,G,VVS2,62.2,54.0,1948,5.17,5.22,3.23 +6072,0.92,Premium,F,SI1,61.8,59.0,3967,6.25,6.21,3.85 +29657,0.35,Very Good,G,VS1,61.2,56.0,706,4.53,4.56,2.78 +18421,1.09,Ideal,G,VS1,62.1,55.1,7487,6.57,6.63,4.1 +36571,0.45,Fair,F,VS1,66.9,54.0,945,4.85,4.75,3.21 +50747,0.81,Fair,I,VS1,66.5,53.0,2297,5.76,5.83,3.86 +4886,1.01,Good,I,VS2,57.1,63.0,3717,6.6,6.56,3.76 +18307,1.51,Very Good,I,SI2,60.6,60.2,7441,7.32,7.37,4.45 +24643,1.78,Very Good,D,SI2,62.5,57.0,12981,7.76,7.8,4.86 +22142,1.52,Premium,E,SI1,60.2,58.0,10180,7.44,7.37,4.46 +38362,0.33,Ideal,F,VVS1,61.8,57.0,1021,4.46,4.44,2.75 +10530,1.01,Premium,G,SI1,60.2,60.0,4805,6.45,6.43,3.88 +9524,0.9,Very Good,F,VS2,61.6,63.0,4617,6.13,6.17,3.79 +9403,1.0,Good,F,SI1,63.8,58.0,4586,6.28,6.22,3.99 +2668,0.89,Very Good,I,VS2,63.1,55.0,3238,6.09,6.17,3.87 +23086,1.22,Ideal,G,IF,61.7,56.0,11111,6.87,6.91,4.25 +6598,0.9,Very Good,G,VS2,63.5,62.0,4081,6.07,6.11,3.87 +39555,0.32,Ideal,G,VVS1,62.2,55.0,1080,4.4,4.38,2.73 +18443,1.02,Very Good,E,VS1,61.0,58.0,7503,6.46,6.52,3.96 +28908,0.3,Very Good,H,VVS1,62.0,59.0,684,4.26,4.29,2.65 +17162,1.06,Premium,G,VS1,62.2,55.0,6853,6.58,6.51,4.07 +40575,0.48,Premium,E,SI1,60.4,62.0,1152,5.07,5.03,3.05 +35412,0.4,Premium,G,SI1,59.2,61.0,900,4.81,4.78,2.84 +15525,1.01,Very Good,E,VS2,63.0,60.0,6221,6.32,6.35,3.99 +48917,0.54,Ideal,E,VS1,62.0,56.0,,5.25,5.17,3.23 +11152,1.01,Ideal,H,SI1,61.2,58.0,,6.42,6.49,3.95 +40774,0.39,Premium,D,VVS1,63.0,60.0,,4.63,4.61,2.91 +51356,0.61,Ideal,D,VS2,61.6,56.0,,5.46,5.49,3.37 +42409,0.42,Ideal,H,VVS1,61.1,56.0,,4.86,4.9,2.98 +43447,0.5,Premium,E,SI1,63.0,58.0,,5.08,5.04,3.19 +26427,2.01,Ideal,F,SI2,62.3,58.0,,8.03,8.01,5.0 +6696,0.31,Good,I,SI1,63.3,53.0,,4.3,4.32,2.73 +24213,1.54,Ideal,I,VS1,61.3,55.0,,7.39,7.47,4.56 +5873,0.85,Ideal,E,VS2,59.3,57.0,,6.19,6.22,3.68 +28480,0.32,Premium,E,SI1,61.2,58.0,,4.42,4.37,2.69 +14762,1.0,Premium,G,VS2,61.6,58.0,,6.39,6.43,3.95 +7194,0.91,Very Good,F,SI1,63.1,60.0,,6.13,6.17,3.88 +819,0.72,Premium,E,SI1,60.9,60.0,,5.78,5.74,3.51 +16092,1.32,Ideal,I,SI1,62.2,57.0,,7.07,7.01,4.38 +37,0.23,Good,E,VS1,64.1,59.0,,3.83,3.85,2.46 +19686,0.32,Very Good,H,VS1,58.9,63.0,,4.46,4.4,2.61 +32609,0.31,Premium,H,VVS2,61.4,59.0,,4.38,4.35,2.68 +39192,0.36,Ideal,D,VS1,61.7,55.0,,4.59,4.62,2.84 +8110,1.13,Very Good,I,VS2,61.6,57.0,,6.73,6.78,4.16 +52187,0.75,Ideal,G,SI1,62.2,57.0,,5.84,5.8,3.62 +14142,1.04,Very Good,H,VS2,60.4,56.0,,6.55,6.59,3.97 +22749,1.5,Good,F,SI1,63.4,58.0,,7.16,7.2,4.55 +39896,0.42,Ideal,F,VS1,62.3,55.0,,4.79,4.77,2.98 +51624,0.7,Very Good,E,SI1,59.6,63.0,,5.72,5.65,3.39 +35235,0.41,Ideal,I,VVS2,60.7,57.0,,4.81,4.84,2.93 +26144,2.0,Very Good,H,SI2,62.6,56.0,,7.98,8.09,5.03 +23227,1.5,Premium,E,SI1,61.5,58.0,,7.28,7.36,4.5 +24862,1.93,Very Good,I,SI1,62.8,58.0,,7.89,7.97,4.98 +2438,0.78,Ideal,G,VS2,61.7,55.0,,5.94,5.89,3.65 +16315,1.01,Good,G,VS1,63.7,56.0,,6.37,6.29,4.03 +19464,1.16,Premium,G,VS1,61.9,58.0,,6.76,6.72,4.17 +38721,0.41,Ideal,H,VVS1,62.2,57.0,,4.74,4.78,2.96 +50891,0.7,Premium,G,VS2,61.7,58.0,,5.68,5.73,3.52 +15265,1.2,Premium,H,SI1,58.9,60.0,,7.02,6.94,4.11 +39016,0.43,Very Good,G,VVS2,62.3,60.0,,4.78,4.85,3.0 +43090,0.54,Ideal,H,VS1,61.5,56.0,,5.22,5.25,3.22 +49580,0.83,Fair,H,SI2,65.1,59.0,,5.84,5.81,3.79 +26903,2.03,Ideal,H,SI1,62.9,57.0,,8.07,7.99,5.05 +1748,0.92,Premium,I,SI2,61.5,59.0,,6.27,6.21,3.84 +4852,0.71,Ideal,F,VS1,61.5,57.0,,5.71,5.77,3.53 +33061,0.3,Ideal,F,VVS1,61.9,56.0,,4.3,4.33,2.67 +30366,0.36,Very Good,I,VS1,63.3,56.0,,4.56,4.51,2.87 +29570,0.41,Good,F,SI1,63.1,59.0,,4.7,4.75,2.98 +11121,1.05,Ideal,H,SI1,62.5,56.0,,6.43,6.52,4.05 +12381,0.3,Very Good,G,VVS2,60.4,59.0,,4.33,4.35,2.62 +43301,0.58,Ideal,F,SI1,62.3,54.0,,5.36,5.39,3.35 +10375,1.19,Premium,I,SI1,62.2,58.0,,6.73,6.77,4.2 +30234,0.33,Ideal,E,VS2,61.9,54.0,,4.42,4.47,2.75 +47055,0.63,Ideal,G,VS2,62.6,55.0,,5.5,5.46,3.43 +32117,0.4,Good,G,VS1,63.4,56.0,,4.68,4.72,2.98 +158,0.73,Premium,G,VS2,60.7,58.0,,5.87,5.82,3.55 +5868,0.81,Ideal,G,VS1,61.6,56.0,,5.99,6.02,3.7 +17230,1.41,Ideal,J,SI1,62.3,55.0,,7.18,7.21,4.48 +52453,0.59,Ideal,E,VVS2,61.0,58.0,,5.39,5.43,3.3 +11616,1.08,Ideal,H,SI2,61.4,57.0,,6.6,6.66,4.07 +25460,1.55,Ideal,F,SI1,61.9,55.0,,7.47,7.42,4.61 +9612,1.02,Very Good,G,SI1,62.0,57.0,,6.41,6.5,4.0 +37600,0.23,Very Good,E,VVS2,61.1,62.0,,3.92,3.94,2.4 +51112,0.75,Premium,D,SI2,60.6,56.0,,5.94,5.9,3.59 +36314,0.32,Premium,H,VVS1,62.7,57.0,,4.41,4.36,2.75 +34896,0.33,Ideal,F,VVS1,61.9,55.0,,4.44,4.48,2.76 +37193,0.53,Ideal,I,SI2,62.0,54.0,,5.19,5.23,3.23 +35707,0.3,Ideal,D,VS2,61.0,55.0,,4.36,4.33,2.65 +16814,1.01,Premium,F,VS2,61.6,59.0,,6.43,6.39,3.95 +4478,0.9,Very Good,F,SI1,63.1,58.0,,6.09,6.15,3.86 +5012,1.13,Ideal,H,I1,62.2,55.0,,6.69,6.65,4.15 +46209,0.51,Ideal,G,VVS2,61.6,56.0,,5.12,5.14,3.16 +35389,0.41,Ideal,G,VS1,61.9,57.0,,4.76,4.81,2.96 +17172,1.09,Ideal,G,VS1,62.5,56.0,,6.63,6.55,4.12 +37121,0.42,Ideal,D,SI1,63.0,57.0,,4.81,4.77,3.02 +52962,0.24,Very Good,E,VVS1,62.5,59.0,,3.96,4.01,2.49 +28033,0.3,Very Good,E,VS2,62.8,56.0,,4.28,4.32,2.7 +32298,0.34,Ideal,E,SI2,62.4,54.0,,4.49,4.52,2.81 +23888,2.15,Premium,G,SI2,61.2,58.0,,8.42,8.3,5.1 +48634,0.3,Very Good,G,SI1,63.2,55.0,,4.29,4.26,2.7 +50114,0.51,Ideal,E,VVS2,61.7,57.0,,5.11,5.14,3.16 +15074,1.21,Very Good,H,SI1,63.3,57.0,,6.77,6.7,4.26 +32627,0.23,Very Good,D,VVS2,62.4,53.0,,3.94,3.95,2.46 +25716,1.7,Ideal,E,SI1,60.1,57.0,,7.71,7.74,4.64 +31222,0.32,Ideal,D,SI1,62.7,54.0,,4.39,4.35,2.74 +1454,0.54,Ideal,F,VVS1,61.6,55.0,,5.28,5.27,3.25 +47920,0.7,Fair,G,SI1,68.4,58.0,,5.59,5.55,3.61 +29474,0.32,Ideal,E,VS2,61.9,55.0,,4.42,4.43,2.74 +14410,1.07,Very Good,H,VS2,61.3,58.0,,6.59,6.62,4.05 +6210,1.01,Ideal,I,SI1,60.6,57.0,,6.51,6.56,3.96 +1773,0.82,Very Good,F,SI1,63.9,56.9,,5.85,5.92,3.76 +9305,1.07,Premium,F,SI2,62.4,57.0,,6.58,6.53,4.09 +49646,0.3,Premium,H,SI1,61.3,58.0,,4.33,4.29,2.64 +11649,1.01,Good,D,SI1,63.9,62.0,,6.25,6.31,4.01 +46599,0.54,Ideal,F,VS2,62.3,56.0,,5.2,5.17,3.23 +44024,0.51,Ideal,E,SI1,62.2,57.0,,5.12,5.08,3.17 +41260,0.3,Ideal,H,VS2,61.0,56.0,,4.33,4.37,2.65 +6471,0.9,Very Good,F,SI1,63.3,57.0,,6.1,6.16,3.88 +30207,0.38,Ideal,G,SI1,61.0,55.0,,4.69,4.73,2.87 +28351,0.27,Very Good,E,VVS1,61.1,55.0,,4.18,4.27,2.58 +15606,1.37,Premium,G,SI2,62.4,58.0,,7.1,7.0,4.4 +32321,0.3,Premium,H,IF,60.4,60.0,,4.3,4.34,2.61 +47862,0.56,Premium,D,VS2,61.5,58.0,,5.28,5.33,3.26 +26025,0.32,Ideal,G,VS1,61.6,57.0,,4.38,4.42,2.71 +11773,1.21,Premium,H,SI2,58.2,59.0,,7.05,7.03,4.1 +17231,1.06,Ideal,G,VS2,61.9,54.0,,6.54,6.58,4.06 +13578,1.21,Premium,G,SI1,59.5,62.0,,6.65,6.57,3.84 +33686,0.31,Ideal,E,VVS2,61.6,56.0,,4.35,4.39,2.69 +21275,1.55,Very Good,G,SI1,59.8,59.0,,7.45,7.47,4.46 +37899,0.41,Ideal,D,VS2,62.2,57.0,,4.72,4.76,2.95 +8068,0.31,Good,G,VS1,63.3,57.0,,4.28,4.31,2.72 +28371,0.37,Ideal,G,VS2,62.5,53.0,,4.6,4.61,2.88 +3963,0.81,Very Good,G,VS1,63.1,58.0,,5.92,5.96,3.75 +32543,0.27,Ideal,E,VVS2,62.0,55.0,,4.14,4.12,2.56 +35746,0.3,Ideal,D,VS2,62.8,57.0,,4.29,4.25,2.68 +39811,0.5,Very Good,E,SI2,59.9,57.0,,5.12,5.16,3.08 +47885,0.5,Ideal,F,VVS2,60.7,57.0,,5.12,5.16,3.12 +37736,0.5,Good,F,SI2,63.5,58.0,,4.98,5.03,3.18 +29742,0.32,Ideal,H,VVS1,61.6,54.0,,4.42,4.45,2.73 +12649,1.01,Very Good,G,VS1,63.1,59.0,,6.32,6.23,3.96 +8961,0.9,Premium,E,SI1,62.3,56.0,,6.21,6.14,3.85 +50447,0.6,Ideal,D,SI1,61.7,56.0,,5.39,5.44,3.34 +53252,0.72,Very Good,E,SI1,58.9,58.0,,5.88,5.91,3.47 +48130,0.54,Ideal,D,VS2,61.2,56.0,,5.29,5.23,3.22 +45800,0.51,Premium,G,VS1,60.2,57.0,,5.24,5.2,3.14 +29319,0.31,Ideal,H,VS1,61.7,57.0,,4.38,4.34,2.69 +23639,1.54,Premium,H,VS2,61.9,59.0,,7.31,7.33,4.53 +23825,1.68,Ideal,E,SI2,60.4,55.0,,7.79,7.7,4.68 +1010,0.7,Good,G,VVS1,59.9,61.0,,5.75,5.81,3.46 +19056,1.01,Premium,E,VS1,62.9,60.0,,6.36,6.32,3.99 +17317,1.51,Very Good,J,SI1,62.9,59.0,,7.25,7.29,4.57 +11713,0.34,Ideal,E,SI1,61.4,55.0,,4.48,4.54,2.77 +27353,2.39,Very Good,J,VS1,59.6,60.0,,8.71,8.77,5.21 +11159,1.21,Premium,D,SI2,59.7,58.0,,7.06,6.96,4.19 +24583,2.02,Ideal,J,SI1,62.7,54.2,,8.03,8.08,5.05 +35230,0.34,Premium,E,VS2,62.7,56.0,,4.51,4.48,2.82 +42152,0.5,Ideal,I,VS1,62.2,55.0,,5.07,5.11,3.16 +29654,0.35,Premium,G,VS1,61.5,58.0,,4.5,4.54,2.78 +28672,0.24,Ideal,F,VVS2,62.0,57.0,,3.99,4.02,2.48 +33736,0.41,Very Good,G,VS1,58.9,60.0,,4.84,4.87,2.86 +11218,0.93,Premium,F,VS2,61.7,58.0,,6.22,6.29,3.86 +30714,0.33,Ideal,E,VS2,61.5,55.0,,4.47,4.5,2.76 +46386,0.59,Very Good,F,VS2,62.0,58.0,,5.35,5.42,3.34 +11212,1.23,Ideal,J,SI1,63.1,58.0,,6.8,6.74,4.27 +6451,0.91,Ideal,G,SI1,61.8,57.0,,6.16,6.2,3.82 +8987,1.15,Premium,H,SI2,62.4,57.0,,6.66,6.59,4.14 +17799,1.02,Ideal,F,VS2,62.3,56.0,,6.39,6.54,4.0 +44582,0.53,Ideal,E,VS2,61.0,57.0,,5.23,5.26,3.2 +37884,0.3,Very Good,E,VVS1,61.8,56.0,,4.29,4.32,2.66 +44601,0.53,Premium,G,VS2,61.2,57.0,,5.26,5.19,3.2 +19301,1.01,Premium,G,VVS2,61.2,58.0,,6.45,6.49,3.96 +26451,2.3,Premium,H,SI2,62.7,56.0,,8.46,8.42,5.29 +33177,0.41,Very Good,E,SI2,63.4,58.0,,4.75,4.71,3.0 +3943,0.8,Very Good,D,SI1,62.9,60.0,,5.89,5.94,3.72 +25083,1.7,Ideal,G,VS1,62.9,57.0,,7.59,7.52,4.75 +5110,0.72,Ideal,F,VS1,61.4,56.0,,5.75,5.79,3.54 +29569,0.41,Very Good,E,SI1,60.5,63.0,,4.77,4.81,2.9 +36738,0.32,Ideal,G,IF,61.2,57.0,,4.4,4.43,2.7 +22571,1.75,Premium,J,VS1,62.2,59.0,,7.74,7.7,4.8 +1343,0.71,Premium,F,VS1,62.1,53.0,,5.77,5.7,3.56 +8413,1.04,Ideal,H,SI2,62.1,56.0,,6.48,6.5,4.03 +37040,0.38,Good,H,VVS1,63.3,58.0,,4.57,4.62,2.91 +12533,1.12,Premium,H,SI1,62.2,60.0,,6.59,6.65,4.12 +35072,0.32,Very Good,F,VVS1,62.2,55.0,,4.39,4.43,2.74 +15828,1.02,Ideal,G,VS2,60.6,56.0,,6.56,6.52,3.96 +34892,0.31,Ideal,D,VS2,59.4,56.0,,4.45,4.4,2.63 +49705,0.6,Ideal,G,VS1,61.2,56.0,,5.43,5.47,3.33 +28850,0.41,Premium,D,SI2,61.2,59.0,,4.77,4.8,2.93 +44245,0.51,Very Good,F,VS2,63.2,56.0,,5.1,5.06,3.21 +9916,1.1,Very Good,H,SI1,63.0,57.0,,6.5,6.54,4.11 +23915,1.74,Good,H,SI1,60.6,62.0,,7.74,7.8,4.71 +7648,1.01,Premium,G,SI2,60.1,59.0,,6.45,6.39,3.86 +8049,0.31,Ideal,E,SI1,62.1,56.0,,4.35,4.38,2.71 +53186,0.75,Premium,G,SI1,60.9,58.0,,5.87,5.83,3.56 +9840,1.1,Good,F,SI2,60.5,61.0,,6.61,6.67,4.02 +17926,1.07,Ideal,E,VS2,61.8,58.0,,6.53,6.61,4.06 +25965,2.53,Premium,H,SI2,61.1,57.0,,8.82,8.76,5.37 +12020,1.04,Very Good,F,SI1,59.7,59.0,,6.67,6.56,3.95 +34888,0.38,Ideal,F,VS1,59.8,57.0,,4.72,4.75,2.84 +40140,0.7,Fair,G,I1,64.6,59.0,,5.64,5.48,3.6 +29228,0.25,Very Good,D,VVS2,59.5,56.0,,4.14,4.19,2.48 +35676,0.42,Very Good,D,VS2,63.8,54.0,,4.74,4.79,3.04 +11400,0.34,Ideal,H,VS1,62.1,57.0,,4.48,4.51,2.79 +47538,0.63,Premium,G,VS2,61.5,57.0,,5.54,5.51,3.4 +53007,0.74,Fair,F,VS2,64.6,55.0,,5.74,5.66,3.68 +44882,0.5,Premium,G,VS1,60.3,60.0,,5.1,5.08,3.07 +42984,0.41,Ideal,G,IF,61.7,56.0,,4.77,4.8,2.95 +49792,0.73,Premium,G,SI1,62.0,58.0,,5.75,5.8,3.58 +37707,0.38,Very Good,G,VVS1,61.3,57.0,,4.62,4.68,2.85 +46406,0.55,Ideal,E,VS2,59.3,57.0,,5.43,5.39,3.21 +43398,0.5,Very Good,H,VS2,61.2,55.0,,5.12,5.16,3.15 +35268,0.3,Premium,G,IF,61.6,60.0,,4.29,4.32,2.65 +41143,0.5,Very Good,G,SI1,62.1,56.0,,5.05,5.09,3.15 +6688,1.11,Very Good,E,SI2,61.6,61.0,,6.61,6.66,4.09 +50601,0.82,Premium,J,SI1,61.2,58.0,,6.04,5.99,3.68 +5258,1.14,Premium,J,SI1,62.4,59.0,,6.7,6.62,4.16 +2564,0.9,Premium,F,SI2,62.6,62.0,,6.06,6.01,3.78 +8537,1.05,Very Good,G,SI1,59.1,57.0,,6.63,6.73,3.95 +46944,0.52,Ideal,E,VS2,61.7,55.0,,5.21,5.16,3.2 +43470,0.39,Ideal,E,IF,61.5,55.5,,4.68,4.72,2.88 +46900,0.56,Ideal,D,SI1,60.5,57.0,,5.36,5.31,3.23 +11529,1.25,Premium,H,SI1,60.7,58.0,,7.04,6.99,4.26 +20122,1.24,Ideal,G,VS1,61.9,54.0,,6.89,6.92,4.27 +40489,0.42,Ideal,F,VVS2,62.1,55.0,,4.79,4.81,2.98 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_001.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_001.json new file mode 100644 index 0000000000000000000000000000000000000000..b3758a5008ee1b4ec3e1c76cb4be27656fdf4013 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_001.json @@ -0,0 +1,41 @@ +{ + "id": "001", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "With a spending score of 16, the perks are nonexistent. The current situation is a 47-year-old woman making $78,000. To help care for an aging parent, reducing work hours to bring in around $60,000 is the right thing to do, but I wonder about the side effect. I've uploaded our past records for you to compare. Will taking this family-focused action and lowering my income finally nudge that spending number upward?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "16", + "Gender": "Female", + "Age": "47", + "Annual Income (k$)": "78", + "CustomerID": "155" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "47", + "Gender": "Female", + "Age": "47", + "Annual Income (k$)": "60", + "CustomerID": "97" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_002.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_002.json new file mode 100644 index 0000000000000000000000000000000000000000..a9b98ae314772debb366c754d62d6205bf10755b --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_002.json @@ -0,0 +1,41 @@ +{ + "id": "002", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "I'm a 31-year-old woman, currently making $70,000 a year, and my spending score from the mall is at a 77. I'm thinking of taking a big step back in my career—maybe switching to a part-time role or a less stressful job—which would drop my annual income down to about $40,000. It's a scary cut, but I'm hoping for a better quality of life. I've shared the mall's historical customer data with you. Given this major change, will my spending score actually improve, or could it drop because of the lower income?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "77", + "Gender": "Female", + "Age": "31", + "Annual Income (k$)": "70", + "CustomerID": "126" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "42", + "Gender": "Female", + "Age": "31", + "Annual Income (k$)": "40", + "CustomerID": "50" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_003.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_003.json new file mode 100644 index 0000000000000000000000000000000000000000..ae6aae7042754546ef9a399a6762bc4430e1e438 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_003.json @@ -0,0 +1,41 @@ +{ + "id": "003", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "My son just turned 18, he's male, and he's got a part-time job that brings in about 48 thousand dollars a year. He's got a spending score of 59 right now from the mall's system. He's thinking about taking a gap year before college to travel and volunteer, which would make him 19 by the time he really starts engaging with his finances again. Honestly, I'm wondering if that year of life experience, making him 19, will actually move the needle on that spending score he gets assigned?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "59", + "Gender": "Male", + "Age": "18", + "Annual Income (k$)": "48", + "CustomerID": "66" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "59", + "Gender": "Male", + "Age": "19", + "Annual Income (k$)": "48", + "CustomerID": "69" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "same" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_004.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_004.json new file mode 100644 index 0000000000000000000000000000000000000000..eb6ad3a3cc5996d4496bd6aabd01958095fdda40 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_004.json @@ -0,0 +1,41 @@ +{ + "id": "004", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "My spending score is stuck at 28. I’m a 49-year-old female making 39 thousand dollars a year. To try and move that needle, I’m thinking of switching to a slightly higher-paying role in my field, which would land my annual income at 42k. It’s a big decision with a longer commute. I’m sharing the archive of customer records with you for context. Given what’s happened with similar profiles in the past, does making this job change for a 3k income increase seem like a reliable plan to get a higher spending score?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "28", + "Gender": "Female", + "Age": "49", + "Annual Income (k$)": "39", + "CustomerID": "45" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "52", + "Gender": "Female", + "Age": "49", + "Annual Income (k$)": "42", + "CustomerID": "51" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_005.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_005.json new file mode 100644 index 0000000000000000000000000000000000000000..2f8ee892a56543c959073dd88b5a20e2bbe02467 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_005.json @@ -0,0 +1,41 @@ +{ + "id": "005", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "For a woman earning 78 thousand a year, a spending score of just 22 seems surprisingly low. At 34, maybe my purchase history looks too practical. If I consciously start shopping at trendier stores that cater to a slightly younger crowd, effectively making my consumer behavior look more like a 30-year-old's, would that be enough to move the needle? I need to know if this stylistic shift is likely to boost that score.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "22", + "Gender": "Female", + "Age": "34", + "Annual Income (k$)": "78", + "CustomerID": "149" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "73", + "Gender": "Female", + "Age": "30", + "Annual Income (k$)": "78", + "CustomerID": "160" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_006.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_006.json new file mode 100644 index 0000000000000000000000000000000000000000..5eb559e4d448eead45c778c186787fe124dd764e --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_006.json @@ -0,0 +1,41 @@ +{ + "id": "006", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "Right now I'm a 35-year-old man, making ninety-three thousand dollars a year. Been thinking, what if when I actually retired? That would bump my age up to fifty-nine, with that new life status. The big question is, if I make that move and have more free time, would my spending score actually get close to that higher target, or is retiring early just going to keep it low?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "90", + "Gender": "Male", + "Age": "35", + "Annual Income (k$)": "93", + "CustomerID": "180" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "14", + "Gender": "Male", + "Age": "59", + "Annual Income (k$)": "93", + "CustomerID": "179" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_007.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_007.json new file mode 100644 index 0000000000000000000000000000000000000000..108e5e966a2f782e294da9123a395a51594f97e1 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_007.json @@ -0,0 +1,41 @@ +{ + "id": "007", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "Being a 30-year-old woman on a modest $19,000 annual income makes shopping a very calculated affair. My spending score at the mall is currently a 72, which feels okay, but I'm always budgeting. A huge opportunity just came up—a promotion to a managerial role that would bump my salary to $78,000 a year. Finally being able to breathe financially is the dream, but I'm curious: if I take this job and my income jumps that high, will my spending score see a significant boost, or will it stay roughly the same?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "72", + "Annual Income (k$)": "19", + "CustomerID": "10", + "Age": "30", + "Gender": "Female" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "78", + "Annual Income (k$)": "78", + "CustomerID": "158", + "Age": "30", + "Gender": "Female" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_008.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_008.json new file mode 100644 index 0000000000000000000000000000000000000000..2a39e4cefa92f4b9f7ddc07fa2ff7ad979618d75 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_008.json @@ -0,0 +1,41 @@ +{ + "id": "008", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "My local mall has this customer segmentation thing, and they gave me a spending score based on my profile. Right now, it says I'm a 38-year-old male making 54 thousand dollars a year, and my score is a 55. I'm thinking, once I retire in a few years at 67, my income will stay the same from my pension, but I'll have way more free time to shop. Does shifting to that retired age of 67 actually push my spending score higher, or will it probably stay around the same?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "55", + "Annual Income (k$)": "54", + "CustomerID": "82", + "Age": "38", + "Gender": "Male" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "41", + "Annual Income (k$)": "54", + "CustomerID": "83", + "Age": "67", + "Gender": "Male" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_009.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_009.json new file mode 100644 index 0000000000000000000000000000000000000000..6035fc5df6c1050d742189cc0c79d080d0cd54cd --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_009.json @@ -0,0 +1,41 @@ +{ + "id": "009", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "Staring at this profile—male, 47, making 43k a year with a spending score of 41—it feels very middle-of-the-road. The idea is to not touch anything else but just let time do its thing. By simply aging gracefully to 59, maybe the algorithms will see me as entering a different, more free-spending life phase. Tell me if getting older under this plan is enough to significantly improve that score.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "41", + "Annual Income (k$)": "43", + "CustomerID": "56", + "Age": "47", + "Gender": "Male" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "60", + "Annual Income (k$)": "43", + "CustomerID": "54", + "Age": "59", + "Gender": "Male" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_010.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_010.json new file mode 100644 index 0000000000000000000000000000000000000000..3092cb09245622c59ccfbadc06169b5077f1b5f6 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_010.json @@ -0,0 +1,41 @@ +{ + "id": "010", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Mall_Customer_Segmentation_Data", + "table_path": "kaggle/Mall_Customer_Segmentation_Data", + "query": "The low spending score of 7 is honestly a bit of a puzzle. A female customer, 44 years of age, bringing in $73k a year should be seen as reliable, right? A promotion at work is on the table. Securing it would increase the annual income to $78,000. With the historical shopping patterns I've provided you, does putting in that effort to get the raise actually translate to a significantly better spending score, or will it likely stay in the single digits?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Spending Score (1-100)": "7", + "Annual Income (k$)": "73", + "CustomerID": "137", + "Age": "44", + "Gender": "Female" + } + }, + { + "scenario_id": "002", + "features": { + "Spending Score (1-100)": "20", + "Annual Income (k$)": "78", + "CustomerID": "153", + "Age": "44", + "Gender": "Female" + } + } + ], + "target_column": "Spending Score (1-100)", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/current.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..c7f3248a351d50011ac4803151eecc085dd27d4a --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/current.csv @@ -0,0 +1,21 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +155,Female,47,78,16 +97,Female,47,60,47 +126,Female,31,70,77 +50,Female,31,40,42 +66,Male,18,48,59 +69,Male,19,48,59 +45,Female,49,39,28 +51,Female,49,42,52 +149,Female,34,78,22 +160,Female,30,78,73 +180,Male,35,93,90 +179,Male,59,93,14 +10,Female,30,19,72 +158,Female,30,78,78 +82,Male,38,54,55 +83,Male,67,54,41 +56,Male,47,43,41 +54,Male,59,43,60 +137,Female,44,73,7 +153,Female,44,78,20 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/history.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/history.csv new file 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+78,Male,40,54, +113,Female,38,64, +118,Female,49,65, +123,Female,40,69, +42,Male,24,38, +23,Female,46,25, +89,Female,34,58, diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/info.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/info.json new file mode 100644 index 0000000000000000000000000000000000000000..34a3d148e2ee188783369112748cdbac70c0573e --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/info.json @@ -0,0 +1,47 @@ +{ + "name": "Mall Customer Segmentation Data", + "source": "https://www.kaggle.com/datasets/vjchoudhary7/customer-segmentation-tutorial-in-python/data", + "data_intro": "This data set is created only for the learning purpose of the customer segmentation concepts, also known as market basket analysis. I will demonstrate this by using unsupervised ML technique (KMeans Clustering Algorithm) in the simplest form.", + "is_splited": false, + "overall_size": 200, + "train_size": 0, + "test_size": 0, + "c_classes": 1, + "n_classes": 4, + "cat_feature_intro": { + "Gender": "Gender of the customer (Male/Female)." + }, + "num_feature_intro": { + "CustomerID": "Unique ID assigned to each customer.", + "Age": "Age of the customer.", + "Annual Income (k$)": "Annual income of the customer in thousand dollars.", + "Spending Score (1-100)": "Spending score assigned to the customer based on their behavior and spending nature." + }, + "evaluation_metric": null, + "task_type": "regression", + "target": "Spending Score (1-100)", + "num_feature_value": { + "Age": [ + 18.0, + 70.0 + ], + "Annual Income (k$)": [ + 15.0, + 137.0 + ], + "CustomerID": [ + 1.0, + 200.0 + ], + "Spending Score (1-100)": [ + 1.0, + 99.0 + ] + }, + "cat_feature_value": { + "Gender": [ + "Female", + "Male" + ] + } +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/info_mod.json b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/info_mod.json new file mode 100644 index 0000000000000000000000000000000000000000..965a05fa0bbf0beed075509004afb0bb89346bb6 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/info_mod.json @@ -0,0 +1,64 @@ +{ + "name": "Mall Customer Segmentation Data", + "source": "https://www.kaggle.com/datasets/vjchoudhary7/customer-segmentation-tutorial-in-python/data", + "data_intro": "This data set is created only for the learning purpose of the customer segmentation concepts, also known as market basket analysis. I will demonstrate this by using unsupervised ML technique (KMeans Clustering Algorithm) in the simplest form.", + "is_splited": false, + "overall_size": 200, + "train_size": 0, + "test_size": 0, + "c_classes": 1, + "n_classes": 4, + "cat_feature_intro": { + "Gender": "Gender of the customer (Male/Female)." + }, + "num_feature_intro": { + "CustomerID": "Unique ID assigned to each customer.", + "Age": "Age of the customer.", + "Annual Income (k$)": "Annual income of the customer in thousand dollars." + }, + "evaluation_metric": null, + "task_type": "regression", + "target": "Spending Score (1-100)", + "num_feature_value": { + "CustomerID": [ + 1.0, + 200.0 + ], + "Age": [ + 18.0, + 70.0 + ], + "Annual Income (k$)": [ + 15.0, + 137.0 + ] + }, + "cat_feature_value": { + "Gender": [ + "Female", + "Male" + ] + }, + "columns": [ + "CustomerID", + "Gender", + "Age", + "Annual Income (k$)", + "Spending Score (1-100)" + ], + "feature_columns": [ + "CustomerID", + "Gender", + "Age", + "Annual Income (k$)" + ], + "feature_types": { + "CustomerID": "numeric", + "Gender": "categorical", + "Age": "numeric", + "Annual Income (k$)": "numeric" + }, + "open_text_feature_intro": {}, + "open_text_features": [], + "missing_from_original_info": [] +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..c7f3248a351d50011ac4803151eecc085dd27d4a --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test.csv @@ -0,0 +1,21 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +155,Female,47,78,16 +97,Female,47,60,47 +126,Female,31,70,77 +50,Female,31,40,42 +66,Male,18,48,59 +69,Male,19,48,59 +45,Female,49,39,28 +51,Female,49,42,52 +149,Female,34,78,22 +160,Female,30,78,73 +180,Male,35,93,90 +179,Male,59,93,14 +10,Female,30,19,72 +158,Female,30,78,78 +82,Male,38,54,55 +83,Male,67,54,41 +56,Male,47,43,41 +54,Male,59,43,60 +137,Female,44,73,7 +153,Female,44,78,20 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_001.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_001.csv new file mode 100644 index 0000000000000000000000000000000000000000..ea5bfe12f981e314ff57977fb96f76ee8afc1de9 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_001.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +155,Female,47,78,16 +97,Female,47,60,47 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_002.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_002.csv new file mode 100644 index 0000000000000000000000000000000000000000..80b083c4733b2b406c317092bf32e6d0a91f33ef --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_002.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +126,Female,31,70,77 +50,Female,31,40,42 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_003.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_003.csv new file mode 100644 index 0000000000000000000000000000000000000000..ebca83ff0b652d5065672ffbb2c3f513f7b0e695 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_003.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +66,Male,18,48,59 +69,Male,19,48,59 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_004.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_004.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c4ad81ff5e61d2d5555b15e261febbf0828e38a --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_004.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +45,Female,49,39,28 +51,Female,49,42,52 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_005.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_005.csv new file mode 100644 index 0000000000000000000000000000000000000000..c3bd145b49582de292cad052bcadefa6bd464b5b --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_005.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +149,Female,34,78,22 +160,Female,30,78,73 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_006.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_006.csv new file mode 100644 index 0000000000000000000000000000000000000000..9e8ea8ff9ea7753272f09f0b2713203c6b77a61c --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_006.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +180,Male,35,93,90 +179,Male,59,93,14 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_007.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_007.csv new file mode 100644 index 0000000000000000000000000000000000000000..0a7d97039a6b8b0d3ce97333cd1a351ac477c896 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_007.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +10,Female,30,19,72 +158,Female,30,78,78 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_008.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_008.csv new file mode 100644 index 0000000000000000000000000000000000000000..dff91fe9d01978dac610252f7349b3af456c439f --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_008.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +82,Male,38,54,55 +83,Male,67,54,41 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_009.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_009.csv new file mode 100644 index 0000000000000000000000000000000000000000..b97d28b179fbe0b754425aa0420b0bf810314ecc --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_009.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +56,Male,47,43,41 +54,Male,59,43,60 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_010.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_010.csv new file mode 100644 index 0000000000000000000000000000000000000000..33459c534d6c340da7c56fae5186965c65c4f43f --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/test_010.csv @@ -0,0 +1,3 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +137,Female,44,73,7 +153,Female,44,78,20 diff --git a/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/train.csv b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..dfba904db4b9e194e6dd50cd44936961b5c1f917 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/train.csv @@ -0,0 +1,184 @@ +CustomerID,Gender,Age,Annual Income (k$),Spending Score (1-100) +190,Female,36,103,85 +81,Male,57,54,51 +3,Female,20,16,6 +192,Female,32,103,69 +133,Female,25,72,34 +144,Female,32,76,87 +105,Male,49,62,56 +101,Female,23,62,41 +96,Male,24,60,52 +53,Female,31,43,54 +141,Female,57,75,5 +119,Female,51,67,43 +147,Male,48,77,36 +188,Male,28,101,68 +168,Female,33,86,95 +103,Male,67,62,59 +26,Male,29,28,82 +30,Female,23,29,87 +18,Male,20,21,66 +140,Female,35,74,72 +189,Female,41,103,17 +183,Male,46,98,15 +11,Male,67,19,14 +162,Female,29,79,83 +152,Male,39,78,88 +39,Female,36,37,26 +86,Male,48,54,46 +59,Female,27,46,51 +199,Male,32,137,18 +193,Male,33,113,8 +166,Female,36,85,75 +175,Female,52,88,13 +151,Male,43,78,17 +102,Female,49,62,48 +4,Female,23,16,77 +65,Male,63,48,51 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b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_001.json new file mode 100644 index 0000000000000000000000000000000000000000..c3b6619bcc3dc7e688b0270eee77afd6fce3aca2 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_001.json @@ -0,0 +1,41 @@ +{ + "id": "001", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "With a physical area of 1539 square yards and a steady flow of 650 daily customers, the store’s sales target is $84,840, supported by stocking 1833 different products. A supplier is discontinuing a line, forcing us to drop four items and bring our total \"Items Available\" down to 1829. It’s not a choice, but I’m worried about the impact. The files I sent contain all our past branch data for comparison. Based on the patterns in that history, will making this small cut cause a drop?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store_Area": "1539", + "Store_Sales": "84840", + "Store ID ": "75", + "Items_Available": "1833", + "Daily_Customer_Count": "650" + } + }, + { + "scenario_id": "002", + "features": { + "Store_Area": "1539", + "Store_Sales": "46580", + "Store ID ": "890", + "Items_Available": "1829", + "Daily_Customer_Count": "650" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_002.json b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_002.json new file mode 100644 index 0000000000000000000000000000000000000000..fa0eccf714b0d5bff739aaefb66f462080e0b90b --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_002.json @@ -0,0 +1,41 @@ +{ + "id": "002", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "Running this supermarket branch has been steady, but the numbers are just okay. The store itself is 1235 square yards, we stock 1503 different items, and we see about 660 customers walk in on an average day. That all adds up to sales of around $74,160. I’m thinking of knocking down a wall to expand the selling floor by about 40 square yards, bringing the total area to 1274. It’s a messy renovation. I’ve shared our company’s past sales records from other stores with you. Given that history, will going through with this construction actually boost our sales enough to make the disruption worthwhile?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store_Area": "1235", + "Store_Sales": "74160", + "Store ID ": "773", + "Items_Available": "1503", + "Daily_Customer_Count": "660" + } + }, + { + "scenario_id": "002", + "features": { + "Store_Area": "1274", + "Store_Sales": "64750", + "Store ID ": "116", + "Items_Available": "1503", + "Daily_Customer_Count": "660" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_003.json b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_003.json new file mode 100644 index 0000000000000000000000000000000000000000..faa09321c3244ae02ae0a92a74dcf3bb92857c90 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_003.json @@ -0,0 +1,41 @@ +{ + "id": "003", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "A daily customer count of 760 in a store of 1442 square yards carrying 1733 items creates a specific rhythm. To install a new, mandated refrigeration unit for a pharmacy section we want to add next year, we'd need to permanently give up a sliver of floor space, adjusting the total to 1425 square yards. It's an investment for a future service, but it slightly shrinks the present sales area. I'm debating if the sales will be lower after taking this hit for the future build-out.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store_Area": "1442", + "Store_Sales": "45260", + "Store ID ": "6", + "Items_Available": "1733", + "Daily_Customer_Count": "760" + } + }, + { + "scenario_id": "002", + "features": { + "Store_Area": "1425", + "Store_Sales": "66000", + "Store ID ": "824", + "Items_Available": "1733", + "Daily_Customer_Count": "760" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_004.json b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_004.json new file mode 100644 index 0000000000000000000000000000000000000000..4c065a4944d3454e3e064047ac3e5540a8fcf7e3 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_004.json @@ -0,0 +1,41 @@ +{ + "id": "004", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "A 1,622 square yard store with 1,968 products can feel quiet with only 210 average daily visitors, even if sales are at $64,780. The hypothetical plan involves hosting weekly cooking demonstrations and family events in the unused back section, aiming to transform that customer count into 340. Does injecting all that community activity into the schedule actually translate into a much better sales number?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store_Area": "1622", + "Store ID ": "539", + "Store_Sales": "64780", + "Daily_Customer_Count": "210", + "Items_Available": "1968" + } + }, + { + "scenario_id": "002", + "features": { + "Store_Area": "1622", + "Store ID ": "524", + "Store_Sales": "69610", + "Daily_Customer_Count": "340", + "Items_Available": "1968" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_005.json b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_005.json new file mode 100644 index 0000000000000000000000000000000000000000..3351c2c31b9f04927c8b851db59c69286dd32fd9 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_005.json @@ -0,0 +1,41 @@ +{ + "id": "005", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "The manager at the 1766-square-yard location is facing a familiar plateau. With 2111 items on the shelves and a daily foot traffic of roughly 580 people, store sales have been holding at about ninety-four thousand, six hundred and ninety dollars. There's a proposal on the table to finally introduce that full organic snacks section, increasing the total items available to 2138. Before approving the budget and shelf reorganization, they need to know: does this specific change typically lead to a significant uplift in the sales figure, or is the impact is negative to justify the disruption?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store_Area": "1766", + "Store ID ": "665", + "Store_Sales": "94690", + "Daily_Customer_Count": "580", + "Items_Available": "2111" + } + }, + { + "scenario_id": "002", + "features": { + "Store_Area": "1766", + "Store ID ": "348", + "Store_Sales": "49980", + "Daily_Customer_Count": "580", + "Items_Available": "2138" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_006.json b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_006.json new file mode 100644 index 0000000000000000000000000000000000000000..c300663a0dda279de6dcf544c6cbbf79d985e546 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_006.json @@ -0,0 +1,41 @@ +{ + "id": "006", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "Running this supermarket branch has been a steady operation, but I'm always looking for ways to be more efficient. The store itself covers 1227 square yards, we stock 1476 different items, and we see about 720 customers walk in on an average day. Lately, I've been thinking about reclaiming that awkward 20-square-yard corner in the back storage area that's just collecting dust. If I wall it off and stop including it in the store's operational area, the official Store Area would drop to 1207. I've shared our company's historical sales archives with you, which show how different stores perform. By making this space-saving move, will doing this actually help us hit our target sales figure of more than now, or am I just shuffling paperwork for no real gain?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store_Area": "1227", + "Store ID ": "586", + "Store_Sales": "56260", + "Daily_Customer_Count": "720", + "Items_Available": "1476" + } + }, + { + "scenario_id": "002", + "features": { + "Store_Area": "1207", + "Store ID ": "367", + "Store_Sales": "87370", + "Daily_Customer_Count": "720", + "Items_Available": "1476" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_007.json b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_007.json new file mode 100644 index 0000000000000000000000000000000000000000..96861605e7abf8eac20c09349f165ef8b62dba23 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_007.json @@ -0,0 +1,41 @@ +{ + "id": "007", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "Facing a 1,451 square yard space stocked with 1,748 items, the daily flow of 620 customers results in store sales of $53,730. To reduce overhead and focus on profitability, a tough decision is being considered: downsizing the physical footprint by closing off a less productive section, bringing the area down to 1,404 square yards. This naturally means carrying less inventory, aiming for 1,670 well-chosen items. It feels risky to potentially turn customers away with less variety and space. I need to know if this contraction strategy will actually improve the final sales figure, or if it will do more harm than good.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store ID ": "4", + "Daily_Customer_Count": "620", + "Store_Area": "1451", + "Items_Available": "1748", + "Store_Sales": "53730" + } + }, + { + "scenario_id": "002", + "features": { + "Store ID ": "364", + "Daily_Customer_Count": "620", + "Store_Area": "1404", + "Items_Available": "1670", + "Store_Sales": "76730" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_008.json b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_008.json new file mode 100644 index 0000000000000000000000000000000000000000..bff174426b32a21cee23f3a57cec9be920009250 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_008.json @@ -0,0 +1,41 @@ +{ + "id": "008", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "I've been managing this store for years: 1808 square yards, 2154 items on the shelves, and we get about 990 people through the doors each day. I'm debating a significant overhaul—extending the back wall to push the store area to 1908 square yards and using every bit of that new space to add more products, targeting 2304 items available. It's a lot of work and capital. I need to know if this action saves the sales target, or more specifically, if it will push us past that current mark of $35,220 in a meaningful way.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store ID ": "454", + "Daily_Customer_Count": "990", + "Store_Area": "1808", + "Items_Available": "2154", + "Store_Sales": "35220" + } + }, + { + "scenario_id": "002", + "features": { + "Store ID ": "440", + "Daily_Customer_Count": "990", + "Store_Area": "1908", + "Items_Available": "2304", + "Store_Sales": "79500" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "higher" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_009.json b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_009.json new file mode 100644 index 0000000000000000000000000000000000000000..a887a8c3386bc0b1a30c6a52fe9b85ad4c68995a --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_009.json @@ -0,0 +1,41 @@ +{ + "id": "009", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "user", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "The current numbers for the store are 1501 square yards of space, 1790 products on the shelves, and a daily foot traffic of roughly 450 people. To hit a higher sales target than the current $53,940, management is considering a specific move: leasing the adjacent storage room to add 87 square yards, making the total area 1588, and using that space to introduce over a hundred new specialty items, bringing the total to 1906. All that extra rent and inventory cost has to be justified. Does this particular plan translate into a meaningful increase in store sales?", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store ID ": "455", + "Daily_Customer_Count": "450", + "Store_Area": "1501", + "Items_Available": "1790", + "Store_Sales": "53940" + } + }, + { + "scenario_id": "002", + "features": { + "Store ID ": "502", + "Daily_Customer_Count": "450", + "Store_Area": "1588", + "Items_Available": "1906", + "Store_Sales": "46970" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_010.json b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_010.json new file mode 100644 index 0000000000000000000000000000000000000000..60c5eb923596e4851e8a98a61666847a2b431610 --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_010.json @@ -0,0 +1,41 @@ +{ + "id": "010", + "task_type": "B3", + "subtask_type": "whatif", + "perspective": "data_holder", + "dataset_name": "Supermarket_store_branches_sales_analysis", + "table_path": "kaggle/Supermarket_store_branches_sales_analysis", + "query": "I'm hesitant about a major change. The current setup—1491 square yards, 1800 available products, and roughly 980 customers a day—brings in sales of $75,620. To reduce overhead and focus on faster-moving goods, I'm considering consolidating the sales floor. This would mean physically reducing the store area to 1152 square yards and cutting the stocked items to 1386. I'm uploading our past records for you to compare. Based on that history, I need to know will this plan push the store sales higher or lower.", + "meta_info": { + "domain": "finance" + }, + "ground_truth": { + "extracted_features": [ + { + "scenario_id": "001", + "features": { + "Store ID ": "386", + "Daily_Customer_Count": "980", + "Store_Area": "1491", + "Items_Available": "1800", + "Store_Sales": "75620" + } + }, + { + "scenario_id": "002", + "features": { + "Store ID ": "566", + "Daily_Customer_Count": "980", + "Store_Area": "1152", + "Items_Available": "1386", + "Store_Sales": "49590" + } + } + ], + "target_column": "Store_Sales", + "task_sub_type": "regression", + "what_if": "lower" + }, + "response": "", + "evaluation_score": {} +} \ No newline at end of file diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/current.csv b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/current.csv new file mode 100644 index 0000000000000000000000000000000000000000..13bc053f6a556c406565712d9c6564112425020f --- /dev/null +++ b/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/current.csv @@ -0,0 +1,21 @@ +Store ID ,Store_Area,Items_Available,Daily_Customer_Count,Store_Sales +75,1539,1833,650,84840 +890,1539,1829,650,46580 +773,1235,1503,660,74160 +116,1274,1503,660,64750 +6,1442,1733,760,45260 +824,1425,1733,760,66000 +539,1622,1968,210,64780 +524,1622,1968,340,69610 +665,1766,2111,580,94690 +348,1766,2138,580,49980 +586,1227,1476,720,56260 +367,1207,1476,720,87370 +4,1451,1748,620,53730 +364,1404,1670,620,76730 +454,1808,2154,990,35220 +440,1908,2304,990,79500 +455,1501,1790,450,53940 +502,1588,1906,450,46970 +386,1491,1800,980,75620 +566,1152,1386,980,49590 diff --git a/treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/history.csv 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